WARNING:torch.distributed.run:
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Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
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<frozen importlib._bootstrap>:219: RuntimeWarning: scipy._lib.messagestream.MessageStream size changed, may indicate binary incompatibility. Expected 56 from C header, got 64 from PyObject
<frozen importlib._bootstrap>:219: RuntimeWarning: scipy._lib.messagestream.MessageStream size changed, may indicate binary incompatibility. Expected 56 from C header, got 64 from PyObject
<frozen importlib._bootstrap>:219: RuntimeWarning: scipy._lib.messagestream.MessageStream size changed, may indicate binary incompatibility. Expected 56 from C header, got 64 from PyObject
<frozen importlib._bootstrap>:219: RuntimeWarning: scipy._lib.messagestream.MessageStream size changed, may indicate binary incompatibility. Expected 56 from C header, got 64 from PyObject
Initialized distributed mode...
Start training
Load PResNet50 state_dict
NCCL version 2.14.3+cuda11.7
Initial lr:  [1e-05, 0.0001, 0.0001, 0.0001]
loading annotations into memory...
Done (t=21.00s)
creating index...
index created!
loading annotations into memory...
Done (t=0.63s)
creating index...
index created!
number of params: 42862860
Epoch: [0]  [   0/7393]  eta: 8:16:29  lr: 0.000010  loss: 46.1834 (46.1834)  loss_bbox: 1.7032 (1.7032)  loss_bbox_aux_0: 1.7228 (1.7228)  loss_bbox_aux_1: 1.7217 (1.7217)  loss_bbox_aux_2: 1.6924 (1.6924)  loss_bbox_aux_3: 1.7097 (1.7097)  loss_bbox_aux_4: 1.7102 (1.7102)  loss_bbox_aux_5: 1.7468 (1.7468)  loss_bbox_dn_0: 1.0580 (1.0580)  loss_bbox_dn_1: 1.0580 (1.0580)  loss_bbox_dn_2: 1.0580 (1.0580)  loss_bbox_dn_3: 1.0580 (1.0580)  loss_bbox_dn_4: 1.0580 (1.0580)  loss_bbox_dn_5: 1.0580 (1.0580)  loss_giou: 1.6618 (1.6618)  loss_giou_aux_0: 1.6682 (1.6682)  loss_giou_aux_1: 1.6744 (1.6744)  loss_giou_aux_2: 1.6694 (1.6694)  loss_giou_aux_3: 1.6663 (1.6663)  loss_giou_aux_4: 1.6597 (1.6597)  loss_giou_aux_5: 1.6970 (1.6970)  loss_giou_dn_0: 1.3251 (1.3251)  loss_giou_dn_1: 1.3251 (1.3251)  loss_giou_dn_2: 1.3251 (1.3251)  loss_giou_dn_3: 1.3251 (1.3251)  loss_giou_dn_4: 1.3251 (1.3251)  loss_giou_dn_5: 1.3251 (1.3251)  loss_vfl: 0.4015 (0.4015)  loss_vfl_aux_0: 0.4001 (0.4001)  loss_vfl_aux_1: 0.3977 (0.3977)  loss_vfl_aux_2: 0.4321 (0.4321)  loss_vfl_aux_3: 0.4139 (0.4139)  loss_vfl_aux_4: 0.4142 (0.4142)  loss_vfl_aux_5: 0.3771 (0.3771)  loss_vfl_dn_0: 0.8697 (0.8697)  loss_vfl_dn_1: 0.8825 (0.8825)  loss_vfl_dn_2: 0.9119 (0.9119)  loss_vfl_dn_3: 0.8848 (0.8848)  loss_vfl_dn_4: 0.8839 (0.8839)  loss_vfl_dn_5: 0.9123 (0.9123)  time: 4.0295  data: 0.7281  max mem: 3234
Epoch: [0]  [ 100/7393]  eta: 1:01:44  lr: 0.000010  loss: 35.6070 (39.1936)  loss_bbox: 0.7851 (1.0899)  loss_bbox_aux_0: 0.8704 (1.1570)  loss_bbox_aux_1: 0.8438 (1.1294)  loss_bbox_aux_2: 0.8182 (1.1148)  loss_bbox_aux_3: 0.8036 (1.1040)  loss_bbox_aux_4: 0.7920 (1.0967)  loss_bbox_aux_5: 0.9057 (1.2058)  loss_bbox_dn_0: 0.7743 (0.8501)  loss_bbox_dn_1: 0.7889 (0.8568)  loss_bbox_dn_2: 0.7949 (0.8632)  loss_bbox_dn_3: 0.7957 (0.8679)  loss_bbox_dn_4: 0.7972 (0.8724)  loss_bbox_dn_5: 0.7963 (0.8761)  loss_giou: 1.2904 (1.4381)  loss_giou_aux_0: 1.3490 (1.4788)  loss_giou_aux_1: 1.3280 (1.4634)  loss_giou_aux_2: 1.3261 (1.4531)  loss_giou_aux_3: 1.3110 (1.4480)  loss_giou_aux_4: 1.3032 (1.4415)  loss_giou_aux_5: 1.4036 (1.5094)  loss_giou_dn_0: 1.3219 (1.3320)  loss_giou_dn_1: 1.3085 (1.3300)  loss_giou_dn_2: 1.3065 (1.3331)  loss_giou_dn_3: 1.3081 (1.3373)  loss_giou_dn_4: 1.3101 (1.3428)  loss_giou_dn_5: 1.3171 (1.3492)  loss_vfl: 0.8201 (0.6508)  loss_vfl_aux_0: 0.6973 (0.5719)  loss_vfl_aux_1: 0.7337 (0.5957)  loss_vfl_aux_2: 0.7586 (0.6189)  loss_vfl_aux_3: 0.7827 (0.6344)  loss_vfl_aux_4: 0.8065 (0.6448)  loss_vfl_aux_5: 0.6169 (0.5349)  loss_vfl_dn_0: 0.5167 (0.6059)  loss_vfl_dn_1: 0.5361 (0.6049)  loss_vfl_dn_2: 0.5407 (0.6034)  loss_vfl_dn_3: 0.5449 (0.5978)  loss_vfl_dn_4: 0.5438 (0.6004)  loss_vfl_dn_5: 0.5333 (0.5887)  time: 0.4676  data: 0.0138  max mem: 5642
Epoch: [0]  [ 200/7393]  eta: 0:57:44  lr: 0.000010  loss: 33.2891 (37.1729)  loss_bbox: 0.5050 (0.8490)  loss_bbox_aux_0: 0.5585 (0.9225)  loss_bbox_aux_1: 0.5236 (0.8881)  loss_bbox_aux_2: 0.5222 (0.8713)  loss_bbox_aux_3: 0.5111 (0.8601)  loss_bbox_aux_4: 0.5063 (0.8540)  loss_bbox_aux_5: 0.6606 (0.9954)  loss_bbox_dn_0: 0.7495 (0.8380)  loss_bbox_dn_1: 0.7241 (0.8305)  loss_bbox_dn_2: 0.7163 (0.8300)  loss_bbox_dn_3: 0.7131 (0.8303)  loss_bbox_dn_4: 0.7129 (0.8321)  loss_bbox_dn_5: 0.7126 (0.8338)  loss_giou: 1.0683 (1.2830)  loss_giou_aux_0: 1.1079 (1.3367)  loss_giou_aux_1: 1.0790 (1.3102)  loss_giou_aux_2: 1.0757 (1.2983)  loss_giou_aux_3: 1.0686 (1.2914)  loss_giou_aux_4: 1.0740 (1.2857)  loss_giou_aux_5: 1.2345 (1.3935)  loss_giou_dn_0: 1.2675 (1.3097)  loss_giou_dn_1: 1.2616 (1.3044)  loss_giou_dn_2: 1.2571 (1.3075)  loss_giou_dn_3: 1.2555 (1.3130)  loss_giou_dn_4: 1.2550 (1.3185)  loss_giou_dn_5: 1.2576 (1.3250)  loss_vfl: 1.0696 (0.8394)  loss_vfl_aux_0: 0.9150 (0.7374)  loss_vfl_aux_1: 0.9630 (0.7799)  loss_vfl_aux_2: 1.0023 (0.8063)  loss_vfl_aux_3: 1.0485 (0.8283)  loss_vfl_aux_4: 1.0437 (0.8367)  loss_vfl_aux_5: 0.7785 (0.6635)  loss_vfl_dn_0: 0.4992 (0.5551)  loss_vfl_dn_1: 0.5116 (0.5624)  loss_vfl_dn_2: 0.5113 (0.5660)  loss_vfl_dn_3: 0.5199 (0.5638)  loss_vfl_dn_4: 0.5265 (0.5655)  loss_vfl_dn_5: 0.5168 (0.5565)  time: 0.4623  data: 0.0142  max mem: 5650
Epoch: [0]  [ 300/7393]  eta: 0:58:45  lr: 0.000010  loss: 32.4525 (35.9147)  loss_bbox: 0.4729 (0.7372)  loss_bbox_aux_0: 0.5657 (0.8055)  loss_bbox_aux_1: 0.4851 (0.7709)  loss_bbox_aux_2: 0.4873 (0.7558)  loss_bbox_aux_3: 0.4734 (0.7463)  loss_bbox_aux_4: 0.4741 (0.7410)  loss_bbox_aux_5: 0.6386 (0.8861)  loss_bbox_dn_0: 0.6718 (0.7975)  loss_bbox_dn_1: 0.6274 (0.7820)  loss_bbox_dn_2: 0.6185 (0.7780)  loss_bbox_dn_3: 0.6143 (0.7767)  loss_bbox_dn_4: 0.6148 (0.7772)  loss_bbox_dn_5: 0.6146 (0.7782)  loss_giou: 1.1159 (1.2181)  loss_giou_aux_0: 1.1716 (1.2768)  loss_giou_aux_1: 1.1276 (1.2455)  loss_giou_aux_2: 1.1309 (1.2325)  loss_giou_aux_3: 1.1281 (1.2256)  loss_giou_aux_4: 1.1192 (1.2207)  loss_giou_aux_5: 1.2798 (1.3464)  loss_giou_dn_0: 1.2350 (1.2876)  loss_giou_dn_1: 1.2074 (1.2721)  loss_giou_dn_2: 1.2035 (1.2706)  loss_giou_dn_3: 1.1997 (1.2731)  loss_giou_dn_4: 1.2002 (1.2770)  loss_giou_dn_5: 1.2009 (1.2821)  loss_vfl: 1.0896 (0.9222)  loss_vfl_aux_0: 0.9078 (0.8052)  loss_vfl_aux_1: 1.0234 (0.8590)  loss_vfl_aux_2: 1.0390 (0.8851)  loss_vfl_aux_3: 1.0639 (0.9076)  loss_vfl_aux_4: 1.0550 (0.9171)  loss_vfl_aux_5: 0.8407 (0.7207)  loss_vfl_dn_0: 0.4847 (0.5347)  loss_vfl_dn_1: 0.5319 (0.5537)  loss_vfl_dn_2: 0.5483 (0.5624)  loss_vfl_dn_3: 0.5477 (0.5634)  loss_vfl_dn_4: 0.5668 (0.5650)  loss_vfl_dn_5: 0.5560 (0.5581)  time: 0.4516  data: 0.0137  max mem: 5650
Epoch: [0]  [ 400/7393]  eta: 0:56:42  lr: 0.000010  loss: 32.2263 (35.1378)  loss_bbox: 0.4529 (0.6666)  loss_bbox_aux_0: 0.5109 (0.7352)  loss_bbox_aux_1: 0.4642 (0.6988)  loss_bbox_aux_2: 0.4500 (0.6838)  loss_bbox_aux_3: 0.4551 (0.6748)  loss_bbox_aux_4: 0.4480 (0.6697)  loss_bbox_aux_5: 0.5924 (0.8215)  loss_bbox_dn_0: 0.6583 (0.7810)  loss_bbox_dn_1: 0.6094 (0.7585)  loss_bbox_dn_2: 0.5947 (0.7524)  loss_bbox_dn_3: 0.5895 (0.7501)  loss_bbox_dn_4: 0.5905 (0.7503)  loss_bbox_dn_5: 0.5908 (0.7511)  loss_giou: 0.9843 (1.1579)  loss_giou_aux_0: 1.0423 (1.2233)  loss_giou_aux_1: 1.0198 (1.1870)  loss_giou_aux_2: 1.0064 (1.1727)  loss_giou_aux_3: 0.9859 (1.1650)  loss_giou_aux_4: 0.9816 (1.1603)  loss_giou_aux_5: 1.1741 (1.3040)  loss_giou_dn_0: 1.1718 (1.2650)  loss_giou_dn_1: 1.0988 (1.2382)  loss_giou_dn_2: 1.0796 (1.2320)  loss_giou_dn_3: 1.0642 (1.2313)  loss_giou_dn_4: 1.0636 (1.2341)  loss_giou_dn_5: 1.0627 (1.2383)  loss_vfl: 1.1592 (0.9990)  loss_vfl_aux_0: 0.9879 (0.8639)  loss_vfl_aux_1: 1.0346 (0.9271)  loss_vfl_aux_2: 1.1040 (0.9553)  loss_vfl_aux_3: 1.1091 (0.9793)  loss_vfl_aux_4: 1.1413 (0.9914)  loss_vfl_aux_5: 0.8910 (0.7733)  loss_vfl_dn_0: 0.4931 (0.5240)  loss_vfl_dn_1: 0.5441 (0.5518)  loss_vfl_dn_2: 0.5634 (0.5646)  loss_vfl_dn_3: 0.5776 (0.5687)  loss_vfl_dn_4: 0.5880 (0.5704)  loss_vfl_dn_5: 0.5781 (0.5660)  time: 0.4519  data: 0.0136  max mem: 5650
Epoch: [0]  [ 500/7393]  eta: 0:55:24  lr: 0.000010  loss: 31.2727 (34.4978)  loss_bbox: 0.4071 (0.6184)  loss_bbox_aux_0: 0.4800 (0.6873)  loss_bbox_aux_1: 0.4292 (0.6503)  loss_bbox_aux_2: 0.4145 (0.6352)  loss_bbox_aux_3: 0.4116 (0.6265)  loss_bbox_aux_4: 0.4120 (0.6214)  loss_bbox_aux_5: 0.5761 (0.7755)  loss_bbox_dn_0: 0.6380 (0.7675)  loss_bbox_dn_1: 0.5806 (0.7398)  loss_bbox_dn_2: 0.5781 (0.7322)  loss_bbox_dn_3: 0.5827 (0.7294)  loss_bbox_dn_4: 0.5852 (0.7293)  loss_bbox_dn_5: 0.5852 (0.7300)  loss_giou: 0.9225 (1.1101)  loss_giou_aux_0: 1.0287 (1.1822)  loss_giou_aux_1: 0.9658 (1.1419)  loss_giou_aux_2: 0.9337 (1.1258)  loss_giou_aux_3: 0.9283 (1.1172)  loss_giou_aux_4: 0.9224 (1.1128)  loss_giou_aux_5: 1.1591 (1.2706)  loss_giou_dn_0: 1.1640 (1.2465)  loss_giou_dn_1: 1.0915 (1.2103)  loss_giou_dn_2: 1.0606 (1.2002)  loss_giou_dn_3: 1.0517 (1.1968)  loss_giou_dn_4: 1.0501 (1.1987)  loss_giou_dn_5: 1.0504 (1.2022)  loss_vfl: 1.2014 (1.0492)  loss_vfl_aux_0: 0.9745 (0.9018)  loss_vfl_aux_1: 1.0854 (0.9687)  loss_vfl_aux_2: 1.1406 (0.9982)  loss_vfl_aux_3: 1.1386 (1.0230)  loss_vfl_aux_4: 1.1574 (1.0369)  loss_vfl_aux_5: 0.9382 (0.8114)  loss_vfl_dn_0: 0.4841 (0.5167)  loss_vfl_dn_1: 0.5269 (0.5500)  loss_vfl_dn_2: 0.5488 (0.5656)  loss_vfl_dn_3: 0.5699 (0.5725)  loss_vfl_dn_4: 0.5667 (0.5742)  loss_vfl_dn_5: 0.5669 (0.5719)  time: 0.4538  data: 0.0142  max mem: 5650
Epoch: [0]  [ 600/7393]  eta: 0:54:09  lr: 0.000010  loss: 30.3891 (33.9261)  loss_bbox: 0.3936 (0.5812)  loss_bbox_aux_0: 0.4487 (0.6503)  loss_bbox_aux_1: 0.4301 (0.6129)  loss_bbox_aux_2: 0.4047 (0.5980)  loss_bbox_aux_3: 0.4006 (0.5895)  loss_bbox_aux_4: 0.3946 (0.5843)  loss_bbox_aux_5: 0.5768 (0.7405)  loss_bbox_dn_0: 0.6533 (0.7517)  loss_bbox_dn_1: 0.6068 (0.7201)  loss_bbox_dn_2: 0.5830 (0.7114)  loss_bbox_dn_3: 0.5787 (0.7081)  loss_bbox_dn_4: 0.5770 (0.7080)  loss_bbox_dn_5: 0.5760 (0.7084)  loss_giou: 0.8744 (1.0732)  loss_giou_aux_0: 1.0092 (1.1501)  loss_giou_aux_1: 0.9416 (1.1069)  loss_giou_aux_2: 0.9165 (1.0896)  loss_giou_aux_3: 0.8816 (1.0806)  loss_giou_aux_4: 0.8732 (1.0762)  loss_giou_aux_5: 1.1542 (1.2450)  loss_giou_dn_0: 1.1443 (1.2303)  loss_giou_dn_1: 1.0601 (1.1872)  loss_giou_dn_2: 1.0338 (1.1740)  loss_giou_dn_3: 1.0236 (1.1685)  loss_giou_dn_4: 1.0241 (1.1697)  loss_giou_dn_5: 1.0274 (1.1728)  loss_vfl: 1.1127 (1.0810)  loss_vfl_aux_0: 0.9740 (0.9271)  loss_vfl_aux_1: 1.0310 (0.9956)  loss_vfl_aux_2: 1.0710 (1.0257)  loss_vfl_aux_3: 1.0699 (1.0512)  loss_vfl_aux_4: 1.1060 (1.0661)  loss_vfl_aux_5: 0.9196 (0.8414)  loss_vfl_dn_0: 0.4734 (0.5119)  loss_vfl_dn_1: 0.5195 (0.5474)  loss_vfl_dn_2: 0.5289 (0.5651)  loss_vfl_dn_3: 0.5442 (0.5739)  loss_vfl_dn_4: 0.5622 (0.5762)  loss_vfl_dn_5: 0.5533 (0.5752)  time: 0.4626  data: 0.0138  max mem: 5650
Epoch: [0]  [ 700/7393]  eta: 0:53:05  lr: 0.000010  loss: 29.6222 (33.4429)  loss_bbox: 0.3167 (0.5549)  loss_bbox_aux_0: 0.3698 (0.6245)  loss_bbox_aux_1: 0.3413 (0.5861)  loss_bbox_aux_2: 0.3320 (0.5714)  loss_bbox_aux_3: 0.3281 (0.5632)  loss_bbox_aux_4: 0.3209 (0.5582)  loss_bbox_aux_5: 0.5110 (0.7166)  loss_bbox_dn_0: 0.6354 (0.7400)  loss_bbox_dn_1: 0.5765 (0.7048)  loss_bbox_dn_2: 0.5530 (0.6951)  loss_bbox_dn_3: 0.5483 (0.6913)  loss_bbox_dn_4: 0.5490 (0.6911)  loss_bbox_dn_5: 0.5488 (0.6915)  loss_giou: 0.8506 (1.0475)  loss_giou_aux_0: 0.9625 (1.1273)  loss_giou_aux_1: 0.9015 (1.0821)  loss_giou_aux_2: 0.8713 (1.0642)  loss_giou_aux_3: 0.8719 (1.0553)  loss_giou_aux_4: 0.8639 (1.0508)  loss_giou_aux_5: 1.0965 (1.2271)  loss_giou_dn_0: 1.1220 (1.2151)  loss_giou_dn_1: 1.0362 (1.1657)  loss_giou_dn_2: 0.9992 (1.1501)  loss_giou_dn_3: 0.9778 (1.1431)  loss_giou_dn_4: 0.9734 (1.1438)  loss_giou_dn_5: 0.9731 (1.1465)  loss_vfl: 1.2011 (1.0969)  loss_vfl_aux_0: 1.0477 (0.9428)  loss_vfl_aux_1: 1.1197 (1.0100)  loss_vfl_aux_2: 1.1317 (1.0393)  loss_vfl_aux_3: 1.1397 (1.0649)  loss_vfl_aux_4: 1.1698 (1.0801)  loss_vfl_aux_5: 0.9683 (0.8624)  loss_vfl_dn_0: 0.4746 (0.5082)  loss_vfl_dn_1: 0.5170 (0.5441)  loss_vfl_dn_2: 0.5371 (0.5631)  loss_vfl_dn_3: 0.5517 (0.5726)  loss_vfl_dn_4: 0.5638 (0.5758)  loss_vfl_dn_5: 0.5692 (0.5752)  time: 0.4559  data: 0.0135  max mem: 5650
Epoch: [0]  [ 800/7393]  eta: 0:52:00  lr: 0.000010  loss: 30.0892 (33.0340)  loss_bbox: 0.3633 (0.5340)  loss_bbox_aux_0: 0.4224 (0.6022)  loss_bbox_aux_1: 0.3750 (0.5646)  loss_bbox_aux_2: 0.3737 (0.5502)  loss_bbox_aux_3: 0.3717 (0.5421)  loss_bbox_aux_4: 0.3694 (0.5372)  loss_bbox_aux_5: 0.5322 (0.6964)  loss_bbox_dn_0: 0.6456 (0.7294)  loss_bbox_dn_1: 0.6043 (0.6919)  loss_bbox_dn_2: 0.5898 (0.6815)  loss_bbox_dn_3: 0.5911 (0.6776)  loss_bbox_dn_4: 0.5909 (0.6774)  loss_bbox_dn_5: 0.5909 (0.6777)  loss_giou: 0.8745 (1.0274)  loss_giou_aux_0: 0.9546 (1.1075)  loss_giou_aux_1: 0.9138 (1.0620)  loss_giou_aux_2: 0.8910 (1.0442)  loss_giou_aux_3: 0.8912 (1.0353)  loss_giou_aux_4: 0.8837 (1.0308)  loss_giou_aux_5: 1.0764 (1.2104)  loss_giou_dn_0: 1.1087 (1.2038)  loss_giou_dn_1: 1.0190 (1.1505)  loss_giou_dn_2: 0.9850 (1.1329)  loss_giou_dn_3: 0.9735 (1.1249)  loss_giou_dn_4: 0.9708 (1.1253)  loss_giou_dn_5: 0.9719 (1.1278)  loss_vfl: 1.1647 (1.1052)  loss_vfl_aux_0: 1.0200 (0.9546)  loss_vfl_aux_1: 1.0737 (1.0191)  loss_vfl_aux_2: 1.0876 (1.0465)  loss_vfl_aux_3: 1.1083 (1.0718)  loss_vfl_aux_4: 1.1362 (1.0873)  loss_vfl_aux_5: 0.9733 (0.8784)  loss_vfl_dn_0: 0.4931 (0.5050)  loss_vfl_dn_1: 0.5207 (0.5402)  loss_vfl_dn_2: 0.5523 (0.5608)  loss_vfl_dn_3: 0.5680 (0.5711)  loss_vfl_dn_4: 0.5787 (0.5746)  loss_vfl_dn_5: 0.5783 (0.5744)  time: 0.4556  data: 0.0138  max mem: 5650
Epoch: [0]  [ 900/7393]  eta: 0:51:04  lr: 0.000010  loss: 29.4397 (32.6465)  loss_bbox: 0.3656 (0.5156)  loss_bbox_aux_0: 0.4108 (0.5829)  loss_bbox_aux_1: 0.3916 (0.5456)  loss_bbox_aux_2: 0.3752 (0.5315)  loss_bbox_aux_3: 0.3671 (0.5235)  loss_bbox_aux_4: 0.3662 (0.5188)  loss_bbox_aux_5: 0.5329 (0.6785)  loss_bbox_dn_0: 0.6282 (0.7205)  loss_bbox_dn_1: 0.5482 (0.6807)  loss_bbox_dn_2: 0.5329 (0.6695)  loss_bbox_dn_3: 0.5273 (0.6654)  loss_bbox_dn_4: 0.5261 (0.6650)  loss_bbox_dn_5: 0.5261 (0.6653)  loss_giou: 0.8421 (1.0069)  loss_giou_aux_0: 0.9228 (1.0868)  loss_giou_aux_1: 0.8590 (1.0415)  loss_giou_aux_2: 0.8555 (1.0239)  loss_giou_aux_3: 0.8553 (1.0148)  loss_giou_aux_4: 0.8515 (1.0103)  loss_giou_aux_5: 1.0478 (1.1931)  loss_giou_dn_0: 1.1076 (1.1926)  loss_giou_dn_1: 1.0176 (1.1349)  loss_giou_dn_2: 0.9840 (1.1153)  loss_giou_dn_3: 0.9679 (1.1064)  loss_giou_dn_4: 0.9668 (1.1064)  loss_giou_dn_5: 0.9665 (1.1086)  loss_vfl: 1.0958 (1.1111)  loss_vfl_aux_0: 1.0283 (0.9665)  loss_vfl_aux_1: 1.0284 (1.0277)  loss_vfl_aux_2: 1.0261 (1.0535)  loss_vfl_aux_3: 1.0580 (1.0777)  loss_vfl_aux_4: 1.0594 (1.0927)  loss_vfl_aux_5: 1.0182 (0.8952)  loss_vfl_dn_0: 0.4800 (0.5030)  loss_vfl_dn_1: 0.5060 (0.5377)  loss_vfl_dn_2: 0.5397 (0.5592)  loss_vfl_dn_3: 0.5432 (0.5699)  loss_vfl_dn_4: 0.5536 (0.5740)  loss_vfl_dn_5: 0.5552 (0.5740)  time: 0.4468  data: 0.0137  max mem: 5650
Epoch: [0]  [1000/7393]  eta: 0:50:06  lr: 0.000010  loss: 28.8963 (32.3372)  loss_bbox: 0.3399 (0.5015)  loss_bbox_aux_0: 0.3858 (0.5682)  loss_bbox_aux_1: 0.3779 (0.5312)  loss_bbox_aux_2: 0.3532 (0.5173)  loss_bbox_aux_3: 0.3472 (0.5096)  loss_bbox_aux_4: 0.3368 (0.5049)  loss_bbox_aux_5: 0.5011 (0.6644)  loss_bbox_dn_0: 0.6092 (0.7131)  loss_bbox_dn_1: 0.5521 (0.6714)  loss_bbox_dn_2: 0.5307 (0.6595)  loss_bbox_dn_3: 0.5297 (0.6552)  loss_bbox_dn_4: 0.5286 (0.6548)  loss_bbox_dn_5: 0.5286 (0.6551)  loss_giou: 0.8579 (0.9922)  loss_giou_aux_0: 0.9277 (1.0721)  loss_giou_aux_1: 0.8835 (1.0270)  loss_giou_aux_2: 0.8684 (1.0095)  loss_giou_aux_3: 0.8603 (1.0004)  loss_giou_aux_4: 0.8633 (0.9958)  loss_giou_aux_5: 1.0651 (1.1807)  loss_giou_dn_0: 1.1058 (1.1833)  loss_giou_dn_1: 1.0224 (1.1224)  loss_giou_dn_2: 0.9844 (1.1012)  loss_giou_dn_3: 0.9653 (1.0916)  loss_giou_dn_4: 0.9632 (1.0913)  loss_giou_dn_5: 0.9637 (1.0934)  loss_vfl: 1.0851 (1.1142)  loss_vfl_aux_0: 1.0124 (0.9738)  loss_vfl_aux_1: 1.0791 (1.0324)  loss_vfl_aux_2: 1.0594 (1.0568)  loss_vfl_aux_3: 1.0620 (1.0804)  loss_vfl_aux_4: 1.0450 (1.0954)  loss_vfl_aux_5: 0.9403 (0.9073)  loss_vfl_dn_0: 0.4711 (0.5013)  loss_vfl_dn_1: 0.5038 (0.5352)  loss_vfl_dn_2: 0.5217 (0.5576)  loss_vfl_dn_3: 0.5469 (0.5688)  loss_vfl_dn_4: 0.5545 (0.5733)  loss_vfl_dn_5: 0.5552 (0.5735)  time: 0.4489  data: 0.0136  max mem: 5650
Epoch: [0]  [1100/7393]  eta: 0:49:08  lr: 0.000010  loss: 28.8069 (32.0355)  loss_bbox: 0.3432 (0.4875)  loss_bbox_aux_0: 0.3893 (0.5539)  loss_bbox_aux_1: 0.3687 (0.5169)  loss_bbox_aux_2: 0.3559 (0.5032)  loss_bbox_aux_3: 0.3515 (0.4956)  loss_bbox_aux_4: 0.3480 (0.4909)  loss_bbox_aux_5: 0.4889 (0.6510)  loss_bbox_dn_0: 0.6226 (0.7074)  loss_bbox_dn_1: 0.5653 (0.6636)  loss_bbox_dn_2: 0.5477 (0.6510)  loss_bbox_dn_3: 0.5442 (0.6464)  loss_bbox_dn_4: 0.5445 (0.6460)  loss_bbox_dn_5: 0.5447 (0.6462)  loss_giou: 0.8589 (0.9762)  loss_giou_aux_0: 0.9299 (1.0556)  loss_giou_aux_1: 0.8929 (1.0104)  loss_giou_aux_2: 0.8753 (0.9934)  loss_giou_aux_3: 0.8623 (0.9843)  loss_giou_aux_4: 0.8611 (0.9798)  loss_giou_aux_5: 1.0522 (1.1664)  loss_giou_dn_0: 1.0739 (1.1743)  loss_giou_dn_1: 0.9872 (1.1101)  loss_giou_dn_2: 0.9556 (1.0876)  loss_giou_dn_3: 0.9387 (1.0772)  loss_giou_dn_4: 0.9373 (1.0768)  loss_giou_dn_5: 0.9375 (1.0786)  loss_vfl: 1.0584 (1.1168)  loss_vfl_aux_0: 1.0117 (0.9822)  loss_vfl_aux_1: 1.0267 (1.0393)  loss_vfl_aux_2: 1.0582 (1.0620)  loss_vfl_aux_3: 1.0525 (1.0842)  loss_vfl_aux_4: 1.0418 (1.0985)  loss_vfl_aux_5: 0.9838 (0.9200)  loss_vfl_dn_0: 0.4732 (0.5002)  loss_vfl_dn_1: 0.4943 (0.5332)  loss_vfl_dn_2: 0.5168 (0.5560)  loss_vfl_dn_3: 0.5261 (0.5675)  loss_vfl_dn_4: 0.5475 (0.5725)  loss_vfl_dn_5: 0.5487 (0.5729)  time: 0.4493  data: 0.0133  max mem: 5650
Epoch: [0]  [1200/7393]  eta: 0:48:16  lr: 0.000010  loss: 28.7316 (31.7680)  loss_bbox: 0.3283 (0.4761)  loss_bbox_aux_0: 0.3912 (0.5413)  loss_bbox_aux_1: 0.3542 (0.5047)  loss_bbox_aux_2: 0.3426 (0.4914)  loss_bbox_aux_3: 0.3289 (0.4840)  loss_bbox_aux_4: 0.3360 (0.4794)  loss_bbox_aux_5: 0.5074 (0.6387)  loss_bbox_dn_0: 0.6675 (0.7006)  loss_bbox_dn_1: 0.5750 (0.6556)  loss_bbox_dn_2: 0.5521 (0.6424)  loss_bbox_dn_3: 0.5430 (0.6377)  loss_bbox_dn_4: 0.5446 (0.6372)  loss_bbox_dn_5: 0.5444 (0.6374)  loss_giou: 0.7763 (0.9642)  loss_giou_aux_0: 0.8738 (1.0425)  loss_giou_aux_1: 0.8148 (0.9979)  loss_giou_aux_2: 0.8058 (0.9811)  loss_giou_aux_3: 0.7852 (0.9722)  loss_giou_aux_4: 0.7871 (0.9678)  loss_giou_aux_5: 0.9765 (1.1546)  loss_giou_dn_0: 1.0581 (1.1673)  loss_giou_dn_1: 0.9518 (1.1006)  loss_giou_dn_2: 0.9085 (1.0769)  loss_giou_dn_3: 0.8789 (1.0660)  loss_giou_dn_4: 0.8758 (1.0653)  loss_giou_dn_5: 0.8764 (1.0670)  loss_vfl: 1.1058 (1.1169)  loss_vfl_aux_0: 1.0241 (0.9879)  loss_vfl_aux_1: 1.0481 (1.0429)  loss_vfl_aux_2: 1.0574 (1.0645)  loss_vfl_aux_3: 1.0539 (1.0852)  loss_vfl_aux_4: 1.0623 (1.0986)  loss_vfl_aux_5: 1.0631 (0.9303)  loss_vfl_dn_0: 0.4944 (0.4987)  loss_vfl_dn_1: 0.5117 (0.5308)  loss_vfl_dn_2: 0.5418 (0.5539)  loss_vfl_dn_3: 0.5568 (0.5658)  loss_vfl_dn_4: 0.5589 (0.5711)  loss_vfl_dn_5: 0.5705 (0.5718)  time: 0.4705  data: 0.0138  max mem: 5650
Epoch: [0]  [1300/7393]  eta: 0:47:26  lr: 0.000010  loss: 27.7361 (31.4944)  loss_bbox: 0.2885 (0.4648)  loss_bbox_aux_0: 0.3457 (0.5289)  loss_bbox_aux_1: 0.3164 (0.4929)  loss_bbox_aux_2: 0.3098 (0.4798)  loss_bbox_aux_3: 0.3026 (0.4726)  loss_bbox_aux_4: 0.2967 (0.4682)  loss_bbox_aux_5: 0.4516 (0.6267)  loss_bbox_dn_0: 0.5364 (0.6934)  loss_bbox_dn_1: 0.4803 (0.6470)  loss_bbox_dn_2: 0.4664 (0.6334)  loss_bbox_dn_3: 0.4538 (0.6285)  loss_bbox_dn_4: 0.4508 (0.6280)  loss_bbox_dn_5: 0.4510 (0.6282)  loss_giou: 0.7618 (0.9520)  loss_giou_aux_0: 0.7961 (1.0298)  loss_giou_aux_1: 0.7770 (0.9853)  loss_giou_aux_2: 0.7726 (0.9689)  loss_giou_aux_3: 0.7780 (0.9601)  loss_giou_aux_4: 0.7764 (0.9557)  loss_giou_aux_5: 0.9534 (1.1437)  loss_giou_dn_0: 1.0620 (1.1601)  loss_giou_dn_1: 0.9294 (1.0909)  loss_giou_dn_2: 0.8911 (1.0661)  loss_giou_dn_3: 0.8694 (1.0548)  loss_giou_dn_4: 0.8658 (1.0539)  loss_giou_dn_5: 0.8663 (1.0555)  loss_vfl: 1.0789 (1.1168)  loss_vfl_aux_0: 1.0663 (0.9928)  loss_vfl_aux_1: 1.0345 (1.0458)  loss_vfl_aux_2: 1.0581 (1.0657)  loss_vfl_aux_3: 1.0461 (1.0852)  loss_vfl_aux_4: 1.0743 (1.0982)  loss_vfl_aux_5: 1.0329 (0.9386)  loss_vfl_dn_0: 0.4750 (0.4976)  loss_vfl_dn_1: 0.4971 (0.5289)  loss_vfl_dn_2: 0.5199 (0.5519)  loss_vfl_dn_3: 0.5340 (0.5639)  loss_vfl_dn_4: 0.5367 (0.5696)  loss_vfl_dn_5: 0.5453 (0.5704)  time: 0.4533  data: 0.0136  max mem: 5650
Epoch: [0]  [1400/7393]  eta: 0:46:32  lr: 0.000010  loss: 28.0312 (31.2564)  loss_bbox: 0.3330 (0.4555)  loss_bbox_aux_0: 0.3760 (0.5185)  loss_bbox_aux_1: 0.3394 (0.4827)  loss_bbox_aux_2: 0.3389 (0.4701)  loss_bbox_aux_3: 0.3291 (0.4630)  loss_bbox_aux_4: 0.3308 (0.4587)  loss_bbox_aux_5: 0.4735 (0.6163)  loss_bbox_dn_0: 0.6351 (0.6889)  loss_bbox_dn_1: 0.5749 (0.6407)  loss_bbox_dn_2: 0.5454 (0.6265)  loss_bbox_dn_3: 0.5317 (0.6215)  loss_bbox_dn_4: 0.5296 (0.6209)  loss_bbox_dn_5: 0.5291 (0.6210)  loss_giou: 0.7370 (0.9399)  loss_giou_aux_0: 0.7967 (1.0170)  loss_giou_aux_1: 0.7659 (0.9728)  loss_giou_aux_2: 0.7549 (0.9567)  loss_giou_aux_3: 0.7535 (0.9480)  loss_giou_aux_4: 0.7499 (0.9436)  loss_giou_aux_5: 0.9397 (1.1318)  loss_giou_dn_0: 1.0465 (1.1534)  loss_giou_dn_1: 0.9337 (1.0816)  loss_giou_dn_2: 0.8869 (1.0557)  loss_giou_dn_3: 0.8705 (1.0438)  loss_giou_dn_4: 0.8639 (1.0427)  loss_giou_dn_5: 0.8641 (1.0442)  loss_vfl: 1.1271 (1.1169)  loss_vfl_aux_0: 1.0614 (0.9983)  loss_vfl_aux_1: 1.0806 (1.0494)  loss_vfl_aux_2: 1.0588 (1.0676)  loss_vfl_aux_3: 1.0552 (1.0860)  loss_vfl_aux_4: 1.0808 (1.0984)  loss_vfl_aux_5: 1.0535 (0.9478)  loss_vfl_dn_0: 0.4812 (0.4968)  loss_vfl_dn_1: 0.5005 (0.5275)  loss_vfl_dn_2: 0.5140 (0.5505)  loss_vfl_dn_3: 0.5270 (0.5629)  loss_vfl_dn_4: 0.5305 (0.5688)  loss_vfl_dn_5: 0.5362 (0.5700)  time: 0.4562  data: 0.0136  max mem: 5650
Epoch: [0]  [1500/7393]  eta: 0:45:43  lr: 0.000010  loss: 27.5810 (31.0343)  loss_bbox: 0.2815 (0.4473)  loss_bbox_aux_0: 0.3332 (0.5093)  loss_bbox_aux_1: 0.3007 (0.4741)  loss_bbox_aux_2: 0.2894 (0.4615)  loss_bbox_aux_3: 0.2923 (0.4546)  loss_bbox_aux_4: 0.2842 (0.4505)  loss_bbox_aux_5: 0.4327 (0.6074)  loss_bbox_dn_0: 0.5883 (0.6842)  loss_bbox_dn_1: 0.5221 (0.6345)  loss_bbox_dn_2: 0.4957 (0.6198)  loss_bbox_dn_3: 0.4868 (0.6145)  loss_bbox_dn_4: 0.4827 (0.6139)  loss_bbox_dn_5: 0.4829 (0.6140)  loss_giou: 0.7996 (0.9295)  loss_giou_aux_0: 0.8560 (1.0056)  loss_giou_aux_1: 0.8196 (0.9620)  loss_giou_aux_2: 0.8097 (0.9461)  loss_giou_aux_3: 0.8071 (0.9375)  loss_giou_aux_4: 0.8044 (0.9332)  loss_giou_aux_5: 0.9667 (1.1216)  loss_giou_dn_0: 1.0859 (1.1469)  loss_giou_dn_1: 0.9846 (1.0729)  loss_giou_dn_2: 0.9605 (1.0460)  loss_giou_dn_3: 0.9455 (1.0336)  loss_giou_dn_4: 0.9445 (1.0323)  loss_giou_dn_5: 0.9443 (1.0338)  loss_vfl: 0.9992 (1.1153)  loss_vfl_aux_0: 1.0209 (1.0027)  loss_vfl_aux_1: 1.0367 (1.0517)  loss_vfl_aux_2: 1.0379 (1.0685)  loss_vfl_aux_3: 1.0325 (1.0857)  loss_vfl_aux_4: 1.0072 (1.0973)  loss_vfl_aux_5: 0.9671 (0.9549)  loss_vfl_dn_0: 0.4783 (0.4962)  loss_vfl_dn_1: 0.4962 (0.5264)  loss_vfl_dn_2: 0.5201 (0.5492)  loss_vfl_dn_3: 0.5369 (0.5619)  loss_vfl_dn_4: 0.5433 (0.5682)  loss_vfl_dn_5: 0.5454 (0.5697)  time: 0.4614  data: 0.0138  max mem: 5650
Epoch: [0]  [1600/7393]  eta: 0:44:55  lr: 0.000010  loss: 27.7149 (30.8364)  loss_bbox: 0.3254 (0.4402)  loss_bbox_aux_0: 0.3942 (0.5013)  loss_bbox_aux_1: 0.3451 (0.4663)  loss_bbox_aux_2: 0.3347 (0.4540)  loss_bbox_aux_3: 0.3244 (0.4473)  loss_bbox_aux_4: 0.3236 (0.4433)  loss_bbox_aux_5: 0.5046 (0.5996)  loss_bbox_dn_0: 0.5971 (0.6802)  loss_bbox_dn_1: 0.5337 (0.6292)  loss_bbox_dn_2: 0.5113 (0.6139)  loss_bbox_dn_3: 0.4979 (0.6084)  loss_bbox_dn_4: 0.4990 (0.6078)  loss_bbox_dn_5: 0.4993 (0.6079)  loss_giou: 0.7860 (0.9203)  loss_giou_aux_0: 0.8436 (0.9958)  loss_giou_aux_1: 0.8265 (0.9526)  loss_giou_aux_2: 0.8055 (0.9367)  loss_giou_aux_3: 0.7953 (0.9283)  loss_giou_aux_4: 0.7833 (0.9241)  loss_giou_aux_5: 0.9853 (1.1126)  loss_giou_dn_0: 1.0729 (1.1416)  loss_giou_dn_1: 0.9498 (1.0654)  loss_giou_dn_2: 0.9134 (1.0376)  loss_giou_dn_3: 0.8914 (1.0248)  loss_giou_dn_4: 0.8896 (1.0233)  loss_giou_dn_5: 0.8896 (1.0246)  loss_vfl: 1.0465 (1.1138)  loss_vfl_aux_0: 0.9798 (1.0063)  loss_vfl_aux_1: 1.0148 (1.0535)  loss_vfl_aux_2: 1.0191 (1.0689)  loss_vfl_aux_3: 1.0169 (1.0852)  loss_vfl_aux_4: 1.0405 (1.0963)  loss_vfl_aux_5: 0.9930 (0.9606)  loss_vfl_dn_0: 0.4743 (0.4954)  loss_vfl_dn_1: 0.5034 (0.5250)  loss_vfl_dn_2: 0.5206 (0.5476)  loss_vfl_dn_3: 0.5444 (0.5607)  loss_vfl_dn_4: 0.5468 (0.5672)  loss_vfl_dn_5: 0.5509 (0.5689)  time: 0.4495  data: 0.0140  max mem: 5650
Epoch: [0]  [1700/7393]  eta: 0:44:05  lr: 0.000010  loss: 27.3190 (30.6286)  loss_bbox: 0.3380 (0.4327)  loss_bbox_aux_0: 0.3632 (0.4926)  loss_bbox_aux_1: 0.3427 (0.4582)  loss_bbox_aux_2: 0.3370 (0.4461)  loss_bbox_aux_3: 0.3340 (0.4396)  loss_bbox_aux_4: 0.3351 (0.4357)  loss_bbox_aux_5: 0.4563 (0.5906)  loss_bbox_dn_0: 0.6246 (0.6738)  loss_bbox_dn_1: 0.5509 (0.6219)  loss_bbox_dn_2: 0.5328 (0.6063)  loss_bbox_dn_3: 0.5205 (0.6007)  loss_bbox_dn_4: 0.5178 (0.6000)  loss_bbox_dn_5: 0.5178 (0.6002)  loss_giou: 0.7455 (0.9138)  loss_giou_aux_0: 0.8048 (0.9881)  loss_giou_aux_1: 0.7780 (0.9456)  loss_giou_aux_2: 0.7599 (0.9299)  loss_giou_aux_3: 0.7459 (0.9216)  loss_giou_aux_4: 0.7490 (0.9174)  loss_giou_aux_5: 0.9236 (1.1055)  loss_giou_dn_0: 1.0338 (1.1372)  loss_giou_dn_1: 0.9179 (1.0593)  loss_giou_dn_2: 0.8712 (1.0308)  loss_giou_dn_3: 0.8490 (1.0177)  loss_giou_dn_4: 0.8446 (1.0161)  loss_giou_dn_5: 0.8456 (1.0174)  loss_vfl: 1.0353 (1.1097)  loss_vfl_aux_0: 1.0113 (1.0071)  loss_vfl_aux_1: 1.0196 (1.0522)  loss_vfl_aux_2: 1.0053 (1.0664)  loss_vfl_aux_3: 1.0030 (1.0818)  loss_vfl_aux_4: 1.0136 (1.0926)  loss_vfl_aux_5: 0.9944 (0.9634)  loss_vfl_dn_0: 0.4885 (0.4944)  loss_vfl_dn_1: 0.5168 (0.5234)  loss_vfl_dn_2: 0.5347 (0.5457)  loss_vfl_dn_3: 0.5598 (0.5591)  loss_vfl_dn_4: 0.5698 (0.5658)  loss_vfl_dn_5: 0.5784 (0.5678)  time: 0.4605  data: 0.0138  max mem: 5650
Epoch: [0]  [1800/7393]  eta: 0:43:15  lr: 0.000010  loss: 26.6441 (30.4294)  loss_bbox: 0.2451 (0.4251)  loss_bbox_aux_0: 0.3022 (0.4840)  loss_bbox_aux_1: 0.2616 (0.4500)  loss_bbox_aux_2: 0.2564 (0.4383)  loss_bbox_aux_3: 0.2558 (0.4318)  loss_bbox_aux_4: 0.2513 (0.4280)  loss_bbox_aux_5: 0.3807 (0.5817)  loss_bbox_dn_0: 0.5297 (0.6677)  loss_bbox_dn_1: 0.4588 (0.6149)  loss_bbox_dn_2: 0.4509 (0.5990)  loss_bbox_dn_3: 0.4498 (0.5934)  loss_bbox_dn_4: 0.4479 (0.5926)  loss_bbox_dn_5: 0.4479 (0.5927)  loss_giou: 0.7806 (0.9061)  loss_giou_aux_0: 0.8380 (0.9796)  loss_giou_aux_1: 0.8067 (0.9375)  loss_giou_aux_2: 0.7931 (0.9221)  loss_giou_aux_3: 0.7764 (0.9137)  loss_giou_aux_4: 0.7768 (0.9096)  loss_giou_aux_5: 0.9556 (1.0971)  loss_giou_dn_0: 1.0646 (1.1324)  loss_giou_dn_1: 0.9682 (1.0529)  loss_giou_dn_2: 0.9251 (1.0238)  loss_giou_dn_3: 0.9044 (1.0104)  loss_giou_dn_4: 0.8982 (1.0086)  loss_giou_dn_5: 0.8976 (1.0099)  loss_vfl: 1.0339 (1.1075)  loss_vfl_aux_0: 0.9998 (1.0095)  loss_vfl_aux_1: 0.9983 (1.0530)  loss_vfl_aux_2: 1.0203 (1.0659)  loss_vfl_aux_3: 1.0321 (1.0806)  loss_vfl_aux_4: 1.0303 (1.0909)  loss_vfl_aux_5: 1.0087 (0.9688)  loss_vfl_dn_0: 0.4791 (0.4937)  loss_vfl_dn_1: 0.4922 (0.5223)  loss_vfl_dn_2: 0.5070 (0.5443)  loss_vfl_dn_3: 0.5295 (0.5579)  loss_vfl_dn_4: 0.5394 (0.5648)  loss_vfl_dn_5: 0.5389 (0.5671)  time: 0.4576  data: 0.0138  max mem: 5650
Epoch: [0]  [1900/7393]  eta: 0:42:51  lr: 0.000010  loss: 27.0363 (30.2499)  loss_bbox: 0.2936 (0.4189)  loss_bbox_aux_0: 0.3410 (0.4770)  loss_bbox_aux_1: 0.3183 (0.4432)  loss_bbox_aux_2: 0.3037 (0.4318)  loss_bbox_aux_3: 0.2947 (0.4255)  loss_bbox_aux_4: 0.2954 (0.4218)  loss_bbox_aux_5: 0.4216 (0.5745)  loss_bbox_dn_0: 0.5413 (0.6629)  loss_bbox_dn_1: 0.4805 (0.6093)  loss_bbox_dn_2: 0.4633 (0.5931)  loss_bbox_dn_3: 0.4537 (0.5874)  loss_bbox_dn_4: 0.4516 (0.5866)  loss_bbox_dn_5: 0.4515 (0.5868)  loss_giou: 0.7704 (0.8995)  loss_giou_aux_0: 0.8283 (0.9726)  loss_giou_aux_1: 0.7956 (0.9307)  loss_giou_aux_2: 0.7809 (0.9155)  loss_giou_aux_3: 0.7702 (0.9072)  loss_giou_aux_4: 0.7655 (0.9030)  loss_giou_aux_5: 0.9527 (1.0904)  loss_giou_dn_0: 1.0318 (1.1278)  loss_giou_dn_1: 0.9256 (1.0468)  loss_giou_dn_2: 0.8850 (1.0171)  loss_giou_dn_3: 0.8700 (1.0035)  loss_giou_dn_4: 0.8663 (1.0016)  loss_giou_dn_5: 0.8665 (1.0028)  loss_vfl: 1.0032 (1.1044)  loss_vfl_aux_0: 1.0018 (1.0106)  loss_vfl_aux_1: 1.0202 (1.0527)  loss_vfl_aux_2: 0.9984 (1.0641)  loss_vfl_aux_3: 1.0040 (1.0780)  loss_vfl_aux_4: 0.9900 (1.0880)  loss_vfl_aux_5: 0.9837 (0.9713)  loss_vfl_dn_0: 0.4801 (0.4932)  loss_vfl_dn_1: 0.4957 (0.5212)  loss_vfl_dn_2: 0.5113 (0.5428)  loss_vfl_dn_3: 0.5208 (0.5565)  loss_vfl_dn_4: 0.5293 (0.5636)  loss_vfl_dn_5: 0.5329 (0.5662)  time: 0.4558  data: 0.0135  max mem: 5650
Epoch: [0]  [2000/7393]  eta: 0:42:02  lr: 0.000010  loss: 27.0242 (30.0789)  loss_bbox: 0.3146 (0.4131)  loss_bbox_aux_0: 0.3619 (0.4701)  loss_bbox_aux_1: 0.3321 (0.4368)  loss_bbox_aux_2: 0.3243 (0.4256)  loss_bbox_aux_3: 0.3139 (0.4195)  loss_bbox_aux_4: 0.3173 (0.4159)  loss_bbox_aux_5: 0.4523 (0.5676)  loss_bbox_dn_0: 0.5906 (0.6584)  loss_bbox_dn_1: 0.5168 (0.6040)  loss_bbox_dn_2: 0.4874 (0.5874)  loss_bbox_dn_3: 0.4838 (0.5816)  loss_bbox_dn_4: 0.4829 (0.5808)  loss_bbox_dn_5: 0.4832 (0.5809)  loss_giou: 0.7717 (0.8931)  loss_giou_aux_0: 0.8317 (0.9653)  loss_giou_aux_1: 0.8160 (0.9239)  loss_giou_aux_2: 0.7953 (0.9089)  loss_giou_aux_3: 0.7783 (0.9007)  loss_giou_aux_4: 0.7726 (0.8966)  loss_giou_aux_5: 0.9594 (1.0834)  loss_giou_dn_0: 1.0571 (1.1237)  loss_giou_dn_1: 0.9496 (1.0410)  loss_giou_dn_2: 0.9159 (1.0107)  loss_giou_dn_3: 0.8973 (0.9969)  loss_giou_dn_4: 0.8932 (0.9949)  loss_giou_dn_5: 0.8931 (0.9960)  loss_vfl: 0.9911 (1.1013)  loss_vfl_aux_0: 0.9645 (1.0122)  loss_vfl_aux_1: 1.0004 (1.0524)  loss_vfl_aux_2: 1.0241 (1.0628)  loss_vfl_aux_3: 1.0004 (1.0758)  loss_vfl_aux_4: 0.9885 (1.0852)  loss_vfl_aux_5: 1.0009 (0.9746)  loss_vfl_dn_0: 0.4724 (0.4928)  loss_vfl_dn_1: 0.4985 (0.5203)  loss_vfl_dn_2: 0.5081 (0.5413)  loss_vfl_dn_3: 0.5266 (0.5552)  loss_vfl_dn_4: 0.5282 (0.5625)  loss_vfl_dn_5: 0.5296 (0.5653)  time: 0.4623  data: 0.0141  max mem: 5650
Epoch: [0]  [2100/7393]  eta: 0:41:11  lr: 0.000010  loss: 26.7654 (29.9263)  loss_bbox: 0.2757 (0.4079)  loss_bbox_aux_0: 0.3206 (0.4642)  loss_bbox_aux_1: 0.2985 (0.4312)  loss_bbox_aux_2: 0.2878 (0.4202)  loss_bbox_aux_3: 0.2821 (0.4141)  loss_bbox_aux_4: 0.2794 (0.4106)  loss_bbox_aux_5: 0.4220 (0.5618)  loss_bbox_dn_0: 0.6008 (0.6548)  loss_bbox_dn_1: 0.5106 (0.5994)  loss_bbox_dn_2: 0.4824 (0.5825)  loss_bbox_dn_3: 0.4775 (0.5766)  loss_bbox_dn_4: 0.4756 (0.5758)  loss_bbox_dn_5: 0.4761 (0.5759)  loss_giou: 0.7144 (0.8877)  loss_giou_aux_0: 0.7799 (0.9594)  loss_giou_aux_1: 0.7479 (0.9182)  loss_giou_aux_2: 0.7307 (0.9033)  loss_giou_aux_3: 0.7159 (0.8951)  loss_giou_aux_4: 0.7174 (0.8911)  loss_giou_aux_5: 0.9158 (1.0778)  loss_giou_dn_0: 1.0180 (1.1197)  loss_giou_dn_1: 0.8900 (1.0357)  loss_giou_dn_2: 0.8388 (1.0048)  loss_giou_dn_3: 0.8169 (0.9908)  loss_giou_dn_4: 0.8109 (0.9886)  loss_giou_dn_5: 0.8107 (0.9897)  loss_vfl: 1.0539 (1.0982)  loss_vfl_aux_0: 1.0182 (1.0132)  loss_vfl_aux_1: 1.0410 (1.0519)  loss_vfl_aux_2: 1.0603 (1.0612)  loss_vfl_aux_3: 1.0528 (1.0735)  loss_vfl_aux_4: 1.0421 (1.0826)  loss_vfl_aux_5: 1.0604 (0.9769)  loss_vfl_dn_0: 0.4915 (0.4924)  loss_vfl_dn_1: 0.5090 (0.5194)  loss_vfl_dn_2: 0.5138 (0.5400)  loss_vfl_dn_3: 0.5321 (0.5541)  loss_vfl_dn_4: 0.5460 (0.5616)  loss_vfl_dn_5: 0.5535 (0.5646)  time: 0.4468  data: 0.0136  max mem: 5650
Epoch: [0]  [2200/7393]  eta: 0:40:22  lr: 0.000010  loss: 26.1707 (29.7751)  loss_bbox: 0.2856 (0.4028)  loss_bbox_aux_0: 0.3157 (0.4583)  loss_bbox_aux_1: 0.2940 (0.4257)  loss_bbox_aux_2: 0.2836 (0.4149)  loss_bbox_aux_3: 0.2888 (0.4088)  loss_bbox_aux_4: 0.2886 (0.4055)  loss_bbox_aux_5: 0.4107 (0.5560)  loss_bbox_dn_0: 0.5433 (0.6516)  loss_bbox_dn_1: 0.4560 (0.5954)  loss_bbox_dn_2: 0.4408 (0.5781)  loss_bbox_dn_3: 0.4355 (0.5721)  loss_bbox_dn_4: 0.4367 (0.5712)  loss_bbox_dn_5: 0.4366 (0.5713)  loss_giou: 0.7154 (0.8813)  loss_giou_aux_0: 0.7821 (0.9524)  loss_giou_aux_1: 0.7425 (0.9115)  loss_giou_aux_2: 0.7371 (0.8967)  loss_giou_aux_3: 0.7227 (0.8887)  loss_giou_aux_4: 0.7229 (0.8847)  loss_giou_aux_5: 0.8882 (1.0714)  loss_giou_dn_0: 1.0184 (1.1154)  loss_giou_dn_1: 0.9020 (1.0301)  loss_giou_dn_2: 0.8538 (0.9987)  loss_giou_dn_3: 0.8355 (0.9845)  loss_giou_dn_4: 0.8278 (0.9823)  loss_giou_dn_5: 0.8278 (0.9833)  loss_vfl: 0.9703 (1.0957)  loss_vfl_aux_0: 0.9806 (1.0151)  loss_vfl_aux_1: 1.0060 (1.0524)  loss_vfl_aux_2: 0.9701 (1.0602)  loss_vfl_aux_3: 0.9638 (1.0716)  loss_vfl_aux_4: 0.9669 (1.0802)  loss_vfl_aux_5: 1.0293 (0.9798)  loss_vfl_dn_0: 0.4907 (0.4922)  loss_vfl_dn_1: 0.5122 (0.5187)  loss_vfl_dn_2: 0.5210 (0.5389)  loss_vfl_dn_3: 0.5331 (0.5530)  loss_vfl_dn_4: 0.5447 (0.5607)  loss_vfl_dn_5: 0.5558 (0.5638)  time: 0.4558  data: 0.0135  max mem: 5650
Epoch: [0]  [2300/7393]  eta: 0:39:34  lr: 0.000010  loss: 25.7846 (29.6269)  loss_bbox: 0.2845 (0.3981)  loss_bbox_aux_0: 0.3261 (0.4528)  loss_bbox_aux_1: 0.2919 (0.4205)  loss_bbox_aux_2: 0.2978 (0.4100)  loss_bbox_aux_3: 0.2931 (0.4040)  loss_bbox_aux_4: 0.2908 (0.4007)  loss_bbox_aux_5: 0.4406 (0.5502)  loss_bbox_dn_0: 0.5104 (0.6478)  loss_bbox_dn_1: 0.4394 (0.5909)  loss_bbox_dn_2: 0.4266 (0.5733)  loss_bbox_dn_3: 0.4237 (0.5673)  loss_bbox_dn_4: 0.4238 (0.5664)  loss_bbox_dn_5: 0.4243 (0.5664)  loss_giou: 0.7567 (0.8759)  loss_giou_aux_0: 0.8046 (0.9464)  loss_giou_aux_1: 0.7764 (0.9058)  loss_giou_aux_2: 0.7718 (0.8911)  loss_giou_aux_3: 0.7587 (0.8832)  loss_giou_aux_4: 0.7597 (0.8792)  loss_giou_aux_5: 0.8875 (1.0655)  loss_giou_dn_0: 1.0204 (1.1112)  loss_giou_dn_1: 0.9069 (1.0246)  loss_giou_dn_2: 0.8632 (0.9928)  loss_giou_dn_3: 0.8346 (0.9784)  loss_giou_dn_4: 0.8274 (0.9761)  loss_giou_dn_5: 0.8271 (0.9771)  loss_vfl: 0.9805 (1.0925)  loss_vfl_aux_0: 1.0148 (1.0164)  loss_vfl_aux_1: 1.0589 (1.0520)  loss_vfl_aux_2: 0.9899 (1.0587)  loss_vfl_aux_3: 0.9837 (1.0691)  loss_vfl_aux_4: 0.9752 (1.0773)  loss_vfl_aux_5: 1.0299 (0.9825)  loss_vfl_dn_0: 0.4891 (0.4920)  loss_vfl_dn_1: 0.5039 (0.5180)  loss_vfl_dn_2: 0.5114 (0.5378)  loss_vfl_dn_3: 0.5274 (0.5520)  loss_vfl_dn_4: 0.5370 (0.5598)  loss_vfl_dn_5: 0.5448 (0.5631)  time: 0.4601  data: 0.0139  max mem: 5650
Epoch: [0]  [2400/7393]  eta: 0:38:46  lr: 0.000010  loss: 26.1757 (29.4870)  loss_bbox: 0.2919 (0.3936)  loss_bbox_aux_0: 0.3233 (0.4477)  loss_bbox_aux_1: 0.3025 (0.4158)  loss_bbox_aux_2: 0.2837 (0.4053)  loss_bbox_aux_3: 0.2892 (0.3993)  loss_bbox_aux_4: 0.2801 (0.3961)  loss_bbox_aux_5: 0.4234 (0.5449)  loss_bbox_dn_0: 0.5168 (0.6445)  loss_bbox_dn_1: 0.4498 (0.5868)  loss_bbox_dn_2: 0.4341 (0.5689)  loss_bbox_dn_3: 0.4267 (0.5628)  loss_bbox_dn_4: 0.4223 (0.5618)  loss_bbox_dn_5: 0.4223 (0.5619)  loss_giou: 0.7559 (0.8704)  loss_giou_aux_0: 0.8048 (0.9404)  loss_giou_aux_1: 0.7660 (0.9001)  loss_giou_aux_2: 0.7684 (0.8855)  loss_giou_aux_3: 0.7587 (0.8776)  loss_giou_aux_4: 0.7534 (0.8737)  loss_giou_aux_5: 0.9010 (1.0597)  loss_giou_dn_0: 1.0030 (1.1075)  loss_giou_dn_1: 0.8846 (1.0196)  loss_giou_dn_2: 0.8428 (0.9873)  loss_giou_dn_3: 0.8230 (0.9727)  loss_giou_dn_4: 0.8185 (0.9703)  loss_giou_dn_5: 0.8183 (0.9713)  loss_vfl: 0.9907 (1.0899)  loss_vfl_aux_0: 1.0211 (1.0176)  loss_vfl_aux_1: 1.0219 (1.0517)  loss_vfl_aux_2: 0.9903 (1.0574)  loss_vfl_aux_3: 0.9942 (1.0671)  loss_vfl_aux_4: 0.9773 (1.0749)  loss_vfl_aux_5: 1.0237 (0.9849)  loss_vfl_dn_0: 0.4997 (0.4918)  loss_vfl_dn_1: 0.5111 (0.5174)  loss_vfl_dn_2: 0.5189 (0.5368)  loss_vfl_dn_3: 0.5386 (0.5509)  loss_vfl_dn_4: 0.5419 (0.5589)  loss_vfl_dn_5: 0.5556 (0.5624)  time: 0.4503  data: 0.0139  max mem: 5650
Epoch: [0]  [2500/7393]  eta: 0:37:57  lr: 0.000010  loss: 26.7345 (29.3507)  loss_bbox: 0.2863 (0.3890)  loss_bbox_aux_0: 0.3262 (0.4424)  loss_bbox_aux_1: 0.3156 (0.4108)  loss_bbox_aux_2: 0.3034 (0.4005)  loss_bbox_aux_3: 0.3017 (0.3947)  loss_bbox_aux_4: 0.2916 (0.3915)  loss_bbox_aux_5: 0.4152 (0.5394)  loss_bbox_dn_0: 0.5976 (0.6407)  loss_bbox_dn_1: 0.4731 (0.5824)  loss_bbox_dn_2: 0.4578 (0.5644)  loss_bbox_dn_3: 0.4568 (0.5582)  loss_bbox_dn_4: 0.4583 (0.5573)  loss_bbox_dn_5: 0.4584 (0.5573)  loss_giou: 0.7501 (0.8652)  loss_giou_aux_0: 0.7903 (0.9346)  loss_giou_aux_1: 0.7725 (0.8947)  loss_giou_aux_2: 0.7550 (0.8801)  loss_giou_aux_3: 0.7431 (0.8724)  loss_giou_aux_4: 0.7526 (0.8685)  loss_giou_aux_5: 0.9095 (1.0543)  loss_giou_dn_0: 1.0143 (1.1038)  loss_giou_dn_1: 0.8969 (1.0148)  loss_giou_dn_2: 0.8487 (0.9820)  loss_giou_dn_3: 0.8282 (0.9673)  loss_giou_dn_4: 0.8231 (0.9648)  loss_giou_dn_5: 0.8234 (0.9657)  loss_vfl: 1.0816 (1.0874)  loss_vfl_aux_0: 1.0842 (1.0191)  loss_vfl_aux_1: 1.0658 (1.0516)  loss_vfl_aux_2: 1.0762 (1.0563)  loss_vfl_aux_3: 1.0824 (1.0653)  loss_vfl_aux_4: 1.0759 (1.0727)  loss_vfl_aux_5: 1.0440 (0.9869)  loss_vfl_dn_0: 0.4897 (0.4915)  loss_vfl_dn_1: 0.5067 (0.5168)  loss_vfl_dn_2: 0.5129 (0.5358)  loss_vfl_dn_3: 0.5282 (0.5501)  loss_vfl_dn_4: 0.5415 (0.5582)  loss_vfl_dn_5: 0.5496 (0.5619)  time: 0.4511  data: 0.0139  max mem: 5650
Epoch: [0]  [2600/7393]  eta: 0:37:08  lr: 0.000010  loss: 26.1701 (29.2355)  loss_bbox: 0.2959 (0.3853)  loss_bbox_aux_0: 0.3385 (0.4382)  loss_bbox_aux_1: 0.2952 (0.4068)  loss_bbox_aux_2: 0.3059 (0.3967)  loss_bbox_aux_3: 0.2997 (0.3909)  loss_bbox_aux_4: 0.3026 (0.3877)  loss_bbox_aux_5: 0.4502 (0.5352)  loss_bbox_dn_0: 0.5602 (0.6389)  loss_bbox_dn_1: 0.5046 (0.5798)  loss_bbox_dn_2: 0.4951 (0.5615)  loss_bbox_dn_3: 0.4886 (0.5553)  loss_bbox_dn_4: 0.4877 (0.5543)  loss_bbox_dn_5: 0.4877 (0.5544)  loss_giou: 0.7722 (0.8594)  loss_giou_aux_0: 0.8405 (0.9285)  loss_giou_aux_1: 0.7997 (0.8887)  loss_giou_aux_2: 0.7765 (0.8743)  loss_giou_aux_3: 0.7731 (0.8665)  loss_giou_aux_4: 0.7700 (0.8627)  loss_giou_aux_5: 0.9533 (1.0484)  loss_giou_dn_0: 1.0379 (1.1001)  loss_giou_dn_1: 0.9255 (1.0099)  loss_giou_dn_2: 0.8821 (0.9767)  loss_giou_dn_3: 0.8675 (0.9618)  loss_giou_dn_4: 0.8653 (0.9593)  loss_giou_dn_5: 0.8651 (0.9602)  loss_vfl: 0.9930 (1.0861)  loss_vfl_aux_0: 1.0340 (1.0214)  loss_vfl_aux_1: 1.0222 (1.0527)  loss_vfl_aux_2: 1.0098 (1.0563)  loss_vfl_aux_3: 0.9885 (1.0646)  loss_vfl_aux_4: 0.9857 (1.0717)  loss_vfl_aux_5: 0.9830 (0.9897)  loss_vfl_dn_0: 0.4808 (0.4915)  loss_vfl_dn_1: 0.4931 (0.5164)  loss_vfl_dn_2: 0.5095 (0.5350)  loss_vfl_dn_3: 0.5206 (0.5493)  loss_vfl_dn_4: 0.5367 (0.5576)  loss_vfl_dn_5: 0.5430 (0.5615)  time: 0.4642  data: 0.0141  max mem: 5650
Epoch: [0]  [2700/7393]  eta: 0:36:21  lr: 0.000010  loss: 25.3266 (29.1182)  loss_bbox: 0.2748 (0.3819)  loss_bbox_aux_0: 0.3110 (0.4341)  loss_bbox_aux_1: 0.2881 (0.4030)  loss_bbox_aux_2: 0.2796 (0.3930)  loss_bbox_aux_3: 0.2769 (0.3873)  loss_bbox_aux_4: 0.2762 (0.3842)  loss_bbox_aux_5: 0.3951 (0.5309)  loss_bbox_dn_0: 0.5369 (0.6365)  loss_bbox_dn_1: 0.4573 (0.5766)  loss_bbox_dn_2: 0.4309 (0.5581)  loss_bbox_dn_3: 0.4206 (0.5518)  loss_bbox_dn_4: 0.4194 (0.5508)  loss_bbox_dn_5: 0.4194 (0.5509)  loss_giou: 0.7067 (0.8551)  loss_giou_aux_0: 0.7783 (0.9237)  loss_giou_aux_1: 0.7381 (0.8841)  loss_giou_aux_2: 0.7205 (0.8698)  loss_giou_aux_3: 0.7151 (0.8621)  loss_giou_aux_4: 0.7117 (0.8583)  loss_giou_aux_5: 0.8959 (1.0436)  loss_giou_dn_0: 1.0220 (1.0967)  loss_giou_dn_1: 0.8907 (1.0054)  loss_giou_dn_2: 0.8436 (0.9718)  loss_giou_dn_3: 0.8275 (0.9568)  loss_giou_dn_4: 0.8202 (0.9542)  loss_giou_dn_5: 0.8202 (0.9551)  loss_vfl: 0.9721 (1.0834)  loss_vfl_aux_0: 1.0342 (1.0219)  loss_vfl_aux_1: 1.0255 (1.0521)  loss_vfl_aux_2: 0.9940 (1.0548)  loss_vfl_aux_3: 0.9613 (1.0622)  loss_vfl_aux_4: 0.9667 (1.0690)  loss_vfl_aux_5: 1.0588 (0.9914)  loss_vfl_dn_0: 0.4854 (0.4915)  loss_vfl_dn_1: 0.4997 (0.5159)  loss_vfl_dn_2: 0.5121 (0.5342)  loss_vfl_dn_3: 0.5155 (0.5484)  loss_vfl_dn_4: 0.5256 (0.5568)  loss_vfl_dn_5: 0.5325 (0.5609)  time: 0.4537  data: 0.0139  max mem: 5650
Epoch: [0]  [2800/7393]  eta: 0:35:31  lr: 0.000010  loss: 25.7235 (29.0113)  loss_bbox: 0.2837 (0.3788)  loss_bbox_aux_0: 0.3013 (0.4305)  loss_bbox_aux_1: 0.2941 (0.3996)  loss_bbox_aux_2: 0.2841 (0.3897)  loss_bbox_aux_3: 0.2829 (0.3842)  loss_bbox_aux_4: 0.2889 (0.3811)  loss_bbox_aux_5: 0.4068 (0.5272)  loss_bbox_dn_0: 0.5623 (0.6346)  loss_bbox_dn_1: 0.5111 (0.5742)  loss_bbox_dn_2: 0.4877 (0.5555)  loss_bbox_dn_3: 0.4804 (0.5491)  loss_bbox_dn_4: 0.4796 (0.5481)  loss_bbox_dn_5: 0.4799 (0.5482)  loss_giou: 0.7127 (0.8505)  loss_giou_aux_0: 0.7722 (0.9187)  loss_giou_aux_1: 0.7197 (0.8794)  loss_giou_aux_2: 0.7079 (0.8651)  loss_giou_aux_3: 0.7181 (0.8575)  loss_giou_aux_4: 0.7027 (0.8537)  loss_giou_aux_5: 0.8895 (1.0387)  loss_giou_dn_0: 1.0085 (1.0932)  loss_giou_dn_1: 0.8799 (1.0010)  loss_giou_dn_2: 0.8114 (0.9671)  loss_giou_dn_3: 0.7925 (0.9520)  loss_giou_dn_4: 0.7871 (0.9494)  loss_giou_dn_5: 0.7871 (0.9502)  loss_vfl: 0.9911 (1.0811)  loss_vfl_aux_0: 0.9958 (1.0228)  loss_vfl_aux_1: 1.0416 (1.0519)  loss_vfl_aux_2: 1.0128 (1.0539)  loss_vfl_aux_3: 0.9981 (1.0605)  loss_vfl_aux_4: 0.9650 (1.0669)  loss_vfl_aux_5: 1.0388 (0.9926)  loss_vfl_dn_0: 0.4916 (0.4914)  loss_vfl_dn_1: 0.5103 (0.5155)  loss_vfl_dn_2: 0.5194 (0.5334)  loss_vfl_dn_3: 0.5320 (0.5476)  loss_vfl_dn_4: 0.5273 (0.5561)  loss_vfl_dn_5: 0.5416 (0.5604)  time: 0.4595  data: 0.0136  max mem: 5650
Epoch: [0]  [2900/7393]  eta: 0:34:44  lr: 0.000010  loss: 24.5223 (28.8933)  loss_bbox: 0.2453 (0.3755)  loss_bbox_aux_0: 0.2626 (0.4265)  loss_bbox_aux_1: 0.2666 (0.3959)  loss_bbox_aux_2: 0.2539 (0.3861)  loss_bbox_aux_3: 0.2444 (0.3807)  loss_bbox_aux_4: 0.2448 (0.3778)  loss_bbox_aux_5: 0.3449 (0.5229)  loss_bbox_dn_0: 0.5014 (0.6317)  loss_bbox_dn_1: 0.4080 (0.5707)  loss_bbox_dn_2: 0.3827 (0.5519)  loss_bbox_dn_3: 0.3778 (0.5455)  loss_bbox_dn_4: 0.3778 (0.5445)  loss_bbox_dn_5: 0.3777 (0.5446)  loss_giou: 0.7267 (0.8461)  loss_giou_aux_0: 0.7860 (0.9138)  loss_giou_aux_1: 0.7487 (0.8748)  loss_giou_aux_2: 0.7432 (0.8605)  loss_giou_aux_3: 0.7335 (0.8530)  loss_giou_aux_4: 0.7291 (0.8493)  loss_giou_aux_5: 0.9111 (1.0340)  loss_giou_dn_0: 0.9901 (1.0898)  loss_giou_dn_1: 0.8605 (0.9966)  loss_giou_dn_2: 0.8174 (0.9625)  loss_giou_dn_3: 0.7950 (0.9473)  loss_giou_dn_4: 0.7916 (0.9446)  loss_giou_dn_5: 0.7919 (0.9454)  loss_vfl: 0.9148 (1.0781)  loss_vfl_aux_0: 0.9579 (1.0233)  loss_vfl_aux_1: 0.9829 (1.0511)  loss_vfl_aux_2: 0.9490 (1.0523)  loss_vfl_aux_3: 0.9197 (1.0581)  loss_vfl_aux_4: 0.9191 (1.0640)  loss_vfl_aux_5: 0.9744 (0.9935)  loss_vfl_dn_0: 0.4832 (0.4914)  loss_vfl_dn_1: 0.4920 (0.5150)  loss_vfl_dn_2: 0.4947 (0.5325)  loss_vfl_dn_3: 0.5121 (0.5467)  loss_vfl_dn_4: 0.5206 (0.5554)  loss_vfl_dn_5: 0.5331 (0.5598)  time: 0.4502  data: 0.0139  max mem: 5650
Epoch: [0]  [3000/7393]  eta: 0:33:56  lr: 0.000010  loss: 25.4724 (28.7778)  loss_bbox: 0.2742 (0.3722)  loss_bbox_aux_0: 0.3111 (0.4225)  loss_bbox_aux_1: 0.2960 (0.3923)  loss_bbox_aux_2: 0.2873 (0.3826)  loss_bbox_aux_3: 0.2764 (0.3773)  loss_bbox_aux_4: 0.2760 (0.3745)  loss_bbox_aux_5: 0.3673 (0.5186)  loss_bbox_dn_0: 0.4913 (0.6286)  loss_bbox_dn_1: 0.4265 (0.5672)  loss_bbox_dn_2: 0.4132 (0.5482)  loss_bbox_dn_3: 0.3996 (0.5418)  loss_bbox_dn_4: 0.3950 (0.5408)  loss_bbox_dn_5: 0.3947 (0.5408)  loss_giou: 0.7001 (0.8419)  loss_giou_aux_0: 0.7302 (0.9090)  loss_giou_aux_1: 0.7175 (0.8703)  loss_giou_aux_2: 0.6979 (0.8561)  loss_giou_aux_3: 0.7029 (0.8488)  loss_giou_aux_4: 0.7025 (0.8450)  loss_giou_aux_5: 0.8632 (1.0292)  loss_giou_dn_0: 1.0001 (1.0867)  loss_giou_dn_1: 0.8597 (0.9926)  loss_giou_dn_2: 0.8104 (0.9582)  loss_giou_dn_3: 0.7945 (0.9429)  loss_giou_dn_4: 0.7891 (0.9402)  loss_giou_dn_5: 0.7889 (0.9410)  loss_vfl: 1.0431 (1.0752)  loss_vfl_aux_0: 1.0734 (1.0237)  loss_vfl_aux_1: 1.0468 (1.0502)  loss_vfl_aux_2: 1.0615 (1.0505)  loss_vfl_aux_3: 1.0458 (1.0558)  loss_vfl_aux_4: 1.0475 (1.0612)  loss_vfl_aux_5: 1.0490 (0.9945)  loss_vfl_dn_0: 0.4787 (0.4914)  loss_vfl_dn_1: 0.5031 (0.5146)  loss_vfl_dn_2: 0.5015 (0.5317)  loss_vfl_dn_3: 0.5112 (0.5458)  loss_vfl_dn_4: 0.5278 (0.5545)  loss_vfl_dn_5: 0.5397 (0.5592)  time: 0.4668  data: 0.0140  max mem: 5650
Epoch: [0]  [3100/7393]  eta: 0:33:10  lr: 0.000010  loss: 26.0443 (28.6801)  loss_bbox: 0.3014 (0.3695)  loss_bbox_aux_0: 0.3339 (0.4195)  loss_bbox_aux_1: 0.3175 (0.3894)  loss_bbox_aux_2: 0.3064 (0.3798)  loss_bbox_aux_3: 0.3081 (0.3745)  loss_bbox_aux_4: 0.3035 (0.3717)  loss_bbox_aux_5: 0.4356 (0.5156)  loss_bbox_dn_0: 0.5841 (0.6270)  loss_bbox_dn_1: 0.5155 (0.5651)  loss_bbox_dn_2: 0.4761 (0.5460)  loss_bbox_dn_3: 0.4673 (0.5395)  loss_bbox_dn_4: 0.4650 (0.5384)  loss_bbox_dn_5: 0.4647 (0.5385)  loss_giou: 0.6633 (0.8375)  loss_giou_aux_0: 0.7255 (0.9044)  loss_giou_aux_1: 0.6854 (0.8659)  loss_giou_aux_2: 0.6694 (0.8516)  loss_giou_aux_3: 0.6577 (0.8443)  loss_giou_aux_4: 0.6626 (0.8405)  loss_giou_aux_5: 0.8685 (1.0248)  loss_giou_dn_0: 0.9766 (1.0833)  loss_giou_dn_1: 0.8607 (0.9884)  loss_giou_dn_2: 0.8141 (0.9537)  loss_giou_dn_3: 0.7946 (0.9384)  loss_giou_dn_4: 0.7862 (0.9355)  loss_giou_dn_5: 0.7860 (0.9363)  loss_vfl: 1.0100 (1.0732)  loss_vfl_aux_0: 1.0542 (1.0246)  loss_vfl_aux_1: 1.0487 (1.0500)  loss_vfl_aux_2: 1.0471 (1.0498)  loss_vfl_aux_3: 1.0191 (1.0544)  loss_vfl_aux_4: 1.0097 (1.0595)  loss_vfl_aux_5: 1.0126 (0.9956)  loss_vfl_dn_0: 0.4907 (0.4916)  loss_vfl_dn_1: 0.4999 (0.5143)  loss_vfl_dn_2: 0.5022 (0.5310)  loss_vfl_dn_3: 0.5153 (0.5449)  loss_vfl_dn_4: 0.5271 (0.5537)  loss_vfl_dn_5: 0.5358 (0.5585)  time: 0.4707  data: 0.0135  max mem: 5650
Epoch: [0]  [3200/7393]  eta: 0:32:22  lr: 0.000010  loss: 25.1355 (28.5898)  loss_bbox: 0.2487 (0.3671)  loss_bbox_aux_0: 0.2832 (0.4165)  loss_bbox_aux_1: 0.2674 (0.3867)  loss_bbox_aux_2: 0.2525 (0.3772)  loss_bbox_aux_3: 0.2685 (0.3720)  loss_bbox_aux_4: 0.2406 (0.3692)  loss_bbox_aux_5: 0.3751 (0.5125)  loss_bbox_dn_0: 0.4846 (0.6249)  loss_bbox_dn_1: 0.4126 (0.5625)  loss_bbox_dn_2: 0.3866 (0.5433)  loss_bbox_dn_3: 0.3787 (0.5368)  loss_bbox_dn_4: 0.3781 (0.5357)  loss_bbox_dn_5: 0.3779 (0.5357)  loss_giou: 0.7360 (0.8340)  loss_giou_aux_0: 0.8004 (0.9006)  loss_giou_aux_1: 0.7627 (0.8622)  loss_giou_aux_2: 0.7482 (0.8481)  loss_giou_aux_3: 0.7403 (0.8408)  loss_giou_aux_4: 0.7356 (0.8371)  loss_giou_aux_5: 0.9016 (1.0210)  loss_giou_dn_0: 0.9783 (1.0803)  loss_giou_dn_1: 0.8636 (0.9846)  loss_giou_dn_2: 0.8235 (0.9497)  loss_giou_dn_3: 0.8065 (0.9343)  loss_giou_dn_4: 0.8031 (0.9314)  loss_giou_dn_5: 0.8045 (0.9322)  loss_vfl: 0.9284 (1.0711)  loss_vfl_aux_0: 0.9786 (1.0253)  loss_vfl_aux_1: 0.9694 (1.0500)  loss_vfl_aux_2: 0.9687 (1.0488)  loss_vfl_aux_3: 0.9309 (1.0526)  loss_vfl_aux_4: 0.9431 (1.0574)  loss_vfl_aux_5: 0.9915 (0.9967)  loss_vfl_dn_0: 0.4734 (0.4917)  loss_vfl_dn_1: 0.4891 (0.5140)  loss_vfl_dn_2: 0.4944 (0.5304)  loss_vfl_dn_3: 0.5035 (0.5443)  loss_vfl_dn_4: 0.5128 (0.5532)  loss_vfl_dn_5: 0.5222 (0.5582)  time: 0.4536  data: 0.0141  max mem: 5650
Epoch: [0]  [3300/7393]  eta: 0:31:35  lr: 0.000010  loss: 24.7839 (28.4925)  loss_bbox: 0.2912 (0.3646)  loss_bbox_aux_0: 0.3143 (0.4135)  loss_bbox_aux_1: 0.2824 (0.3838)  loss_bbox_aux_2: 0.2852 (0.3745)  loss_bbox_aux_3: 0.2804 (0.3694)  loss_bbox_aux_4: 0.2882 (0.3667)  loss_bbox_aux_5: 0.4077 (0.5091)  loss_bbox_dn_0: 0.5539 (0.6228)  loss_bbox_dn_1: 0.4893 (0.5600)  loss_bbox_dn_2: 0.4666 (0.5406)  loss_bbox_dn_3: 0.4587 (0.5341)  loss_bbox_dn_4: 0.4562 (0.5330)  loss_bbox_dn_5: 0.4564 (0.5330)  loss_giou: 0.6476 (0.8303)  loss_giou_aux_0: 0.6931 (0.8964)  loss_giou_aux_1: 0.6608 (0.8582)  loss_giou_aux_2: 0.6554 (0.8442)  loss_giou_aux_3: 0.6568 (0.8370)  loss_giou_aux_4: 0.6501 (0.8333)  loss_giou_aux_5: 0.8227 (1.0168)  loss_giou_dn_0: 0.9478 (1.0773)  loss_giou_dn_1: 0.8250 (0.9808)  loss_giou_dn_2: 0.7851 (0.9457)  loss_giou_dn_3: 0.7661 (0.9303)  loss_giou_dn_4: 0.7599 (0.9273)  loss_giou_dn_5: 0.7599 (0.9281)  loss_vfl: 0.9836 (1.0683)  loss_vfl_aux_0: 1.0502 (1.0257)  loss_vfl_aux_1: 1.0196 (1.0494)  loss_vfl_aux_2: 1.0040 (1.0474)  loss_vfl_aux_3: 1.0010 (1.0505)  loss_vfl_aux_4: 0.9704 (1.0549)  loss_vfl_aux_5: 1.0791 (0.9975)  loss_vfl_dn_0: 0.4998 (0.4917)  loss_vfl_dn_1: 0.4990 (0.5136)  loss_vfl_dn_2: 0.5009 (0.5296)  loss_vfl_dn_3: 0.5080 (0.5433)  loss_vfl_dn_4: 0.5143 (0.5523)  loss_vfl_dn_5: 0.5213 (0.5574)  time: 0.4573  data: 0.0134  max mem: 5650
Epoch: [0]  [3400/7393]  eta: 0:30:48  lr: 0.000010  loss: 25.0434 (28.3971)  loss_bbox: 0.2434 (0.3618)  loss_bbox_aux_0: 0.2630 (0.4102)  loss_bbox_aux_1: 0.2421 (0.3808)  loss_bbox_aux_2: 0.2373 (0.3715)  loss_bbox_aux_3: 0.2387 (0.3665)  loss_bbox_aux_4: 0.2486 (0.3639)  loss_bbox_aux_5: 0.3632 (0.5057)  loss_bbox_dn_0: 0.4850 (0.6202)  loss_bbox_dn_1: 0.4080 (0.5570)  loss_bbox_dn_2: 0.3928 (0.5375)  loss_bbox_dn_3: 0.3900 (0.5309)  loss_bbox_dn_4: 0.3907 (0.5298)  loss_bbox_dn_5: 0.3910 (0.5299)  loss_giou: 0.6692 (0.8270)  loss_giou_aux_0: 0.7232 (0.8928)  loss_giou_aux_1: 0.6910 (0.8548)  loss_giou_aux_2: 0.6767 (0.8408)  loss_giou_aux_3: 0.6737 (0.8336)  loss_giou_aux_4: 0.6751 (0.8300)  loss_giou_aux_5: 0.8819 (1.0132)  loss_giou_dn_0: 0.9627 (1.0744)  loss_giou_dn_1: 0.8328 (0.9772)  loss_giou_dn_2: 0.7976 (0.9419)  loss_giou_dn_3: 0.7832 (0.9264)  loss_giou_dn_4: 0.7811 (0.9235)  loss_giou_dn_5: 0.7816 (0.9242)  loss_vfl: 0.9984 (1.0659)  loss_vfl_aux_0: 1.0224 (1.0257)  loss_vfl_aux_1: 1.0442 (1.0488)  loss_vfl_aux_2: 1.0209 (1.0463)  loss_vfl_aux_3: 0.9963 (1.0487)  loss_vfl_aux_4: 1.0015 (1.0527)  loss_vfl_aux_5: 0.9829 (0.9976)  loss_vfl_dn_0: 0.5033 (0.4919)  loss_vfl_dn_1: 0.5108 (0.5134)  loss_vfl_dn_2: 0.5141 (0.5291)  loss_vfl_dn_3: 0.5205 (0.5427)  loss_vfl_dn_4: 0.5332 (0.5517)  loss_vfl_dn_5: 0.5437 (0.5570)  time: 0.4610  data: 0.0144  max mem: 5651
Epoch: [0]  [3500/7393]  eta: 0:30:00  lr: 0.000010  loss: 25.1520 (28.3118)  loss_bbox: 0.2805 (0.3597)  loss_bbox_aux_0: 0.3091 (0.4077)  loss_bbox_aux_1: 0.2919 (0.3783)  loss_bbox_aux_2: 0.2883 (0.3692)  loss_bbox_aux_3: 0.2802 (0.3643)  loss_bbox_aux_4: 0.2776 (0.3618)  loss_bbox_aux_5: 0.4112 (0.5031)  loss_bbox_dn_0: 0.5614 (0.6183)  loss_bbox_dn_1: 0.4789 (0.5547)  loss_bbox_dn_2: 0.4630 (0.5351)  loss_bbox_dn_3: 0.4580 (0.5285)  loss_bbox_dn_4: 0.4578 (0.5274)  loss_bbox_dn_5: 0.4580 (0.5274)  loss_giou: 0.7162 (0.8234)  loss_giou_aux_0: 0.7723 (0.8890)  loss_giou_aux_1: 0.7336 (0.8510)  loss_giou_aux_2: 0.7207 (0.8370)  loss_giou_aux_3: 0.7282 (0.8299)  loss_giou_aux_4: 0.7142 (0.8264)  loss_giou_aux_5: 0.9251 (1.0096)  loss_giou_dn_0: 0.9539 (1.0714)  loss_giou_dn_1: 0.8440 (0.9734)  loss_giou_dn_2: 0.8105 (0.9379)  loss_giou_dn_3: 0.7961 (0.9224)  loss_giou_dn_4: 0.7918 (0.9194)  loss_giou_dn_5: 0.7927 (0.9202)  loss_vfl: 0.9453 (1.0640)  loss_vfl_aux_0: 0.9574 (1.0264)  loss_vfl_aux_1: 1.0011 (1.0489)  loss_vfl_aux_2: 0.9680 (1.0456)  loss_vfl_aux_3: 0.9398 (1.0473)  loss_vfl_aux_4: 0.9330 (1.0509)  loss_vfl_aux_5: 0.9906 (0.9983)  loss_vfl_dn_0: 0.4885 (0.4921)  loss_vfl_dn_1: 0.4941 (0.5132)  loss_vfl_dn_2: 0.4990 (0.5285)  loss_vfl_dn_3: 0.5029 (0.5421)  loss_vfl_dn_4: 0.5107 (0.5512)  loss_vfl_dn_5: 0.5238 (0.5566)  time: 0.4628  data: 0.0141  max mem: 5651
Epoch: [0]  [3600/7393]  eta: 0:29:23  lr: 0.000010  loss: 25.1494 (28.2222)  loss_bbox: 0.2706 (0.3574)  loss_bbox_aux_0: 0.3128 (0.4048)  loss_bbox_aux_1: 0.2808 (0.3757)  loss_bbox_aux_2: 0.2672 (0.3667)  loss_bbox_aux_3: 0.2761 (0.3618)  loss_bbox_aux_4: 0.2778 (0.3594)  loss_bbox_aux_5: 0.3866 (0.5000)  loss_bbox_dn_0: 0.5349 (0.6162)  loss_bbox_dn_1: 0.4665 (0.5522)  loss_bbox_dn_2: 0.4476 (0.5326)  loss_bbox_dn_3: 0.4434 (0.5259)  loss_bbox_dn_4: 0.4442 (0.5248)  loss_bbox_dn_5: 0.4440 (0.5248)  loss_giou: 0.6588 (0.8201)  loss_giou_aux_0: 0.6976 (0.8853)  loss_giou_aux_1: 0.6911 (0.8475)  loss_giou_aux_2: 0.6756 (0.8335)  loss_giou_aux_3: 0.6623 (0.8265)  loss_giou_aux_4: 0.6575 (0.8230)  loss_giou_aux_5: 0.8334 (1.0059)  loss_giou_dn_0: 0.9560 (1.0685)  loss_giou_dn_1: 0.8354 (0.9700)  loss_giou_dn_2: 0.7890 (0.9343)  loss_giou_dn_3: 0.7704 (0.9187)  loss_giou_dn_4: 0.7674 (0.9157)  loss_giou_dn_5: 0.7673 (0.9164)  loss_vfl: 0.9571 (1.0617)  loss_vfl_aux_0: 1.0157 (1.0267)  loss_vfl_aux_1: 0.9735 (1.0481)  loss_vfl_aux_2: 0.9797 (1.0444)  loss_vfl_aux_3: 0.9701 (1.0455)  loss_vfl_aux_4: 0.9566 (1.0488)  loss_vfl_aux_5: 0.9990 (0.9988)  loss_vfl_dn_0: 0.4871 (0.4921)  loss_vfl_dn_1: 0.4975 (0.5129)  loss_vfl_dn_2: 0.4984 (0.5279)  loss_vfl_dn_3: 0.4988 (0.5412)  loss_vfl_dn_4: 0.5112 (0.5504)  loss_vfl_dn_5: 0.5135 (0.5559)  time: 0.4620  data: 0.0136  max mem: 5651
Epoch: [0]  [3700/7393]  eta: 0:28:36  lr: 0.000010  loss: 25.0480 (28.1402)  loss_bbox: 0.2833 (0.3553)  loss_bbox_aux_0: 0.3068 (0.4023)  loss_bbox_aux_1: 0.2859 (0.3734)  loss_bbox_aux_2: 0.2839 (0.3644)  loss_bbox_aux_3: 0.2794 (0.3597)  loss_bbox_aux_4: 0.2770 (0.3572)  loss_bbox_aux_5: 0.3849 (0.4973)  loss_bbox_dn_0: 0.5226 (0.6139)  loss_bbox_dn_1: 0.4434 (0.5497)  loss_bbox_dn_2: 0.4274 (0.5300)  loss_bbox_dn_3: 0.4172 (0.5233)  loss_bbox_dn_4: 0.4127 (0.5222)  loss_bbox_dn_5: 0.4123 (0.5222)  loss_giou: 0.6932 (0.8173)  loss_giou_aux_0: 0.7628 (0.8823)  loss_giou_aux_1: 0.7237 (0.8448)  loss_giou_aux_2: 0.7057 (0.8307)  loss_giou_aux_3: 0.7051 (0.8237)  loss_giou_aux_4: 0.6859 (0.8202)  loss_giou_aux_5: 0.8832 (1.0030)  loss_giou_dn_0: 0.9671 (1.0659)  loss_giou_dn_1: 0.8341 (0.9668)  loss_giou_dn_2: 0.7799 (0.9310)  loss_giou_dn_3: 0.7609 (0.9154)  loss_giou_dn_4: 0.7568 (0.9124)  loss_giou_dn_5: 0.7569 (0.9130)  loss_vfl: 0.9629 (1.0593)  loss_vfl_aux_0: 1.0166 (1.0267)  loss_vfl_aux_1: 1.0242 (1.0473)  loss_vfl_aux_2: 0.9809 (1.0431)  loss_vfl_aux_3: 0.9473 (1.0434)  loss_vfl_aux_4: 0.9773 (1.0467)  loss_vfl_aux_5: 0.9338 (0.9989)  loss_vfl_dn_0: 0.4943 (0.4922)  loss_vfl_dn_1: 0.4933 (0.5126)  loss_vfl_dn_2: 0.5007 (0.5272)  loss_vfl_dn_3: 0.5115 (0.5405)  loss_vfl_dn_4: 0.5227 (0.5497)  loss_vfl_dn_5: 0.5357 (0.5553)  time: 0.4540  data: 0.0136  max mem: 5651
Epoch: [0]  [3800/7393]  eta: 0:27:48  lr: 0.000010  loss: 25.0747 (28.0619)  loss_bbox: 0.2780 (0.3534)  loss_bbox_aux_0: 0.2972 (0.3999)  loss_bbox_aux_1: 0.2894 (0.3711)  loss_bbox_aux_2: 0.2795 (0.3624)  loss_bbox_aux_3: 0.2736 (0.3577)  loss_bbox_aux_4: 0.2767 (0.3554)  loss_bbox_aux_5: 0.3979 (0.4946)  loss_bbox_dn_0: 0.5291 (0.6120)  loss_bbox_dn_1: 0.4622 (0.5475)  loss_bbox_dn_2: 0.4408 (0.5277)  loss_bbox_dn_3: 0.4373 (0.5210)  loss_bbox_dn_4: 0.4364 (0.5199)  loss_bbox_dn_5: 0.4365 (0.5199)  loss_giou: 0.6974 (0.8147)  loss_giou_aux_0: 0.7642 (0.8794)  loss_giou_aux_1: 0.7351 (0.8420)  loss_giou_aux_2: 0.7076 (0.8280)  loss_giou_aux_3: 0.6951 (0.8211)  loss_giou_aux_4: 0.7001 (0.8176)  loss_giou_aux_5: 0.8651 (1.0000)  loss_giou_dn_0: 0.9752 (1.0634)  loss_giou_dn_1: 0.8553 (0.9638)  loss_giou_dn_2: 0.8122 (0.9278)  loss_giou_dn_3: 0.7842 (0.9123)  loss_giou_dn_4: 0.7800 (0.9092)  loss_giou_dn_5: 0.7800 (0.9099)  loss_vfl: 0.9577 (1.0568)  loss_vfl_aux_0: 1.0168 (1.0264)  loss_vfl_aux_1: 1.0363 (1.0463)  loss_vfl_aux_2: 0.9791 (1.0414)  loss_vfl_aux_3: 0.9825 (1.0413)  loss_vfl_aux_4: 0.9550 (1.0443)  loss_vfl_aux_5: 1.0191 (0.9989)  loss_vfl_dn_0: 0.4858 (0.4923)  loss_vfl_dn_1: 0.5033 (0.5124)  loss_vfl_dn_2: 0.5002 (0.5266)  loss_vfl_dn_3: 0.5012 (0.5397)  loss_vfl_dn_4: 0.5235 (0.5490)  loss_vfl_dn_5: 0.5280 (0.5548)  time: 0.4517  data: 0.0135  max mem: 5651
Epoch: [0]  [3900/7393]  eta: 0:27:01  lr: 0.000010  loss: 24.4670 (27.9794)  loss_bbox: 0.2396 (0.3513)  loss_bbox_aux_0: 0.2691 (0.3974)  loss_bbox_aux_1: 0.2561 (0.3688)  loss_bbox_aux_2: 0.2483 (0.3602)  loss_bbox_aux_3: 0.2443 (0.3556)  loss_bbox_aux_4: 0.2404 (0.3533)  loss_bbox_aux_5: 0.3439 (0.4918)  loss_bbox_dn_0: 0.4770 (0.6095)  loss_bbox_dn_1: 0.4174 (0.5447)  loss_bbox_dn_2: 0.3956 (0.5249)  loss_bbox_dn_3: 0.3886 (0.5182)  loss_bbox_dn_4: 0.3857 (0.5171)  loss_bbox_dn_5: 0.3857 (0.5172)  loss_giou: 0.6615 (0.8124)  loss_giou_aux_0: 0.7165 (0.8768)  loss_giou_aux_1: 0.6733 (0.8395)  loss_giou_aux_2: 0.6643 (0.8256)  loss_giou_aux_3: 0.6663 (0.8187)  loss_giou_aux_4: 0.6604 (0.8153)  loss_giou_aux_5: 0.8562 (0.9971)  loss_giou_dn_0: 0.9879 (1.0610)  loss_giou_dn_1: 0.8457 (0.9608)  loss_giou_dn_2: 0.8047 (0.9248)  loss_giou_dn_3: 0.7891 (0.9092)  loss_giou_dn_4: 0.7885 (0.9062)  loss_giou_dn_5: 0.7886 (0.9068)  loss_vfl: 0.8941 (1.0541)  loss_vfl_aux_0: 0.9556 (1.0256)  loss_vfl_aux_1: 0.9874 (1.0450)  loss_vfl_aux_2: 0.9213 (1.0397)  loss_vfl_aux_3: 0.9053 (1.0389)  loss_vfl_aux_4: 0.8905 (1.0418)  loss_vfl_aux_5: 0.9567 (0.9987)  loss_vfl_dn_0: 0.4732 (0.4923)  loss_vfl_dn_1: 0.4830 (0.5120)  loss_vfl_dn_2: 0.4853 (0.5259)  loss_vfl_dn_3: 0.4876 (0.5389)  loss_vfl_dn_4: 0.4995 (0.5482)  loss_vfl_dn_5: 0.5055 (0.5540)  time: 0.4654  data: 0.0140  max mem: 5651
Epoch: [0]  [4000/7393]  eta: 0:26:14  lr: 0.000010  loss: 24.0336 (27.8871)  loss_bbox: 0.2265 (0.3489)  loss_bbox_aux_0: 0.2698 (0.3945)  loss_bbox_aux_1: 0.2368 (0.3661)  loss_bbox_aux_2: 0.2271 (0.3576)  loss_bbox_aux_3: 0.2275 (0.3531)  loss_bbox_aux_4: 0.2279 (0.3508)  loss_bbox_aux_5: 0.3510 (0.4885)  loss_bbox_dn_0: 0.4415 (0.6065)  loss_bbox_dn_1: 0.3701 (0.5415)  loss_bbox_dn_2: 0.3523 (0.5217)  loss_bbox_dn_3: 0.3495 (0.5150)  loss_bbox_dn_4: 0.3492 (0.5138)  loss_bbox_dn_5: 0.3494 (0.5139)  loss_giou: 0.6900 (0.8099)  loss_giou_aux_0: 0.7313 (0.8740)  loss_giou_aux_1: 0.6967 (0.8368)  loss_giou_aux_2: 0.6938 (0.8230)  loss_giou_aux_3: 0.6891 (0.8162)  loss_giou_aux_4: 0.6935 (0.8128)  loss_giou_aux_5: 0.8470 (0.9941)  loss_giou_dn_0: 0.9454 (1.0585)  loss_giou_dn_1: 0.8171 (0.9578)  loss_giou_dn_2: 0.7707 (0.9217)  loss_giou_dn_3: 0.7579 (0.9061)  loss_giou_dn_4: 0.7540 (0.9030)  loss_giou_dn_5: 0.7540 (0.9037)  loss_vfl: 0.9248 (1.0509)  loss_vfl_aux_0: 0.9685 (1.0246)  loss_vfl_aux_1: 0.9798 (1.0434)  loss_vfl_aux_2: 0.9572 (1.0377)  loss_vfl_aux_3: 0.9511 (1.0364)  loss_vfl_aux_4: 0.9141 (1.0388)  loss_vfl_aux_5: 0.9628 (0.9982)  loss_vfl_dn_0: 0.4865 (0.4922)  loss_vfl_dn_1: 0.4851 (0.5116)  loss_vfl_dn_2: 0.4895 (0.5252)  loss_vfl_dn_3: 0.4947 (0.5381)  loss_vfl_dn_4: 0.5013 (0.5473)  loss_vfl_dn_5: 0.5123 (0.5533)  time: 0.4574  data: 0.0146  max mem: 5651
Epoch: [0]  [4100/7393]  eta: 0:25:27  lr: 0.000010  loss: 23.9613 (27.8049)  loss_bbox: 0.2538 (0.3467)  loss_bbox_aux_0: 0.2804 (0.3918)  loss_bbox_aux_1: 0.2687 (0.3637)  loss_bbox_aux_2: 0.2543 (0.3553)  loss_bbox_aux_3: 0.2468 (0.3508)  loss_bbox_aux_4: 0.2484 (0.3486)  loss_bbox_aux_5: 0.3625 (0.4856)  loss_bbox_dn_0: 0.5023 (0.6043)  loss_bbox_dn_1: 0.4127 (0.5390)  loss_bbox_dn_2: 0.3850 (0.5191)  loss_bbox_dn_3: 0.3745 (0.5124)  loss_bbox_dn_4: 0.3730 (0.5113)  loss_bbox_dn_5: 0.3729 (0.5113)  loss_giou: 0.6937 (0.8073)  loss_giou_aux_0: 0.7420 (0.8712)  loss_giou_aux_1: 0.7248 (0.8341)  loss_giou_aux_2: 0.7147 (0.8203)  loss_giou_aux_3: 0.7027 (0.8135)  loss_giou_aux_4: 0.6969 (0.8101)  loss_giou_aux_5: 0.8499 (0.9912)  loss_giou_dn_0: 0.9380 (1.0559)  loss_giou_dn_1: 0.8168 (0.9547)  loss_giou_dn_2: 0.7735 (0.9185)  loss_giou_dn_3: 0.7569 (0.9030)  loss_giou_dn_4: 0.7501 (0.8999)  loss_giou_dn_5: 0.7500 (0.9005)  loss_vfl: 0.9284 (1.0483)  loss_vfl_aux_0: 0.9820 (1.0243)  loss_vfl_aux_1: 0.9654 (1.0424)  loss_vfl_aux_2: 0.9482 (1.0362)  loss_vfl_aux_3: 0.9193 (1.0342)  loss_vfl_aux_4: 0.9251 (1.0364)  loss_vfl_aux_5: 0.9742 (0.9984)  loss_vfl_dn_0: 0.4954 (0.4924)  loss_vfl_dn_1: 0.5016 (0.5113)  loss_vfl_dn_2: 0.4890 (0.5246)  loss_vfl_dn_3: 0.5017 (0.5373)  loss_vfl_dn_4: 0.5082 (0.5466)  loss_vfl_dn_5: 0.5133 (0.5526)  time: 0.4552  data: 0.0141  max mem: 5651
Epoch: [0]  [4200/7393]  eta: 0:24:40  lr: 0.000010  loss: 24.4821 (27.7338)  loss_bbox: 0.2508 (0.3450)  loss_bbox_aux_0: 0.2816 (0.3898)  loss_bbox_aux_1: 0.2556 (0.3619)  loss_bbox_aux_2: 0.2547 (0.3535)  loss_bbox_aux_3: 0.2537 (0.3491)  loss_bbox_aux_4: 0.2538 (0.3469)  loss_bbox_aux_5: 0.3728 (0.4835)  loss_bbox_dn_0: 0.5018 (0.6028)  loss_bbox_dn_1: 0.4371 (0.5372)  loss_bbox_dn_2: 0.4151 (0.5172)  loss_bbox_dn_3: 0.3979 (0.5105)  loss_bbox_dn_4: 0.3977 (0.5093)  loss_bbox_dn_5: 0.3978 (0.5094)  loss_giou: 0.6794 (0.8044)  loss_giou_aux_0: 0.7138 (0.8680)  loss_giou_aux_1: 0.7012 (0.8311)  loss_giou_aux_2: 0.6774 (0.8173)  loss_giou_aux_3: 0.6837 (0.8106)  loss_giou_aux_4: 0.6823 (0.8072)  loss_giou_aux_5: 0.8387 (0.9879)  loss_giou_dn_0: 0.9383 (1.0532)  loss_giou_dn_1: 0.8345 (0.9517)  loss_giou_dn_2: 0.7948 (0.9154)  loss_giou_dn_3: 0.7772 (0.8998)  loss_giou_dn_4: 0.7749 (0.8967)  loss_giou_dn_5: 0.7746 (0.8973)  loss_vfl: 0.9432 (1.0464)  loss_vfl_aux_0: 1.0104 (1.0246)  loss_vfl_aux_1: 0.9793 (1.0419)  loss_vfl_aux_2: 0.9687 (1.0351)  loss_vfl_aux_3: 0.9333 (1.0327)  loss_vfl_aux_4: 0.9423 (1.0347)  loss_vfl_aux_5: 0.9944 (0.9992)  loss_vfl_dn_0: 0.5040 (0.4926)  loss_vfl_dn_1: 0.5033 (0.5111)  loss_vfl_dn_2: 0.5007 (0.5241)  loss_vfl_dn_3: 0.5074 (0.5367)  loss_vfl_dn_4: 0.5209 (0.5460)  loss_vfl_dn_5: 0.5290 (0.5521)  time: 0.4548  data: 0.0137  max mem: 5651
Epoch: [0]  [4300/7393]  eta: 0:23:52  lr: 0.000010  loss: 24.3883 (27.6656)  loss_bbox: 0.2578 (0.3434)  loss_bbox_aux_0: 0.2874 (0.3877)  loss_bbox_aux_1: 0.2707 (0.3600)  loss_bbox_aux_2: 0.2697 (0.3517)  loss_bbox_aux_3: 0.2642 (0.3474)  loss_bbox_aux_4: 0.2516 (0.3452)  loss_bbox_aux_5: 0.3680 (0.4811)  loss_bbox_dn_0: 0.4885 (0.6009)  loss_bbox_dn_1: 0.4225 (0.5351)  loss_bbox_dn_2: 0.4047 (0.5150)  loss_bbox_dn_3: 0.3940 (0.5083)  loss_bbox_dn_4: 0.3957 (0.5071)  loss_bbox_dn_5: 0.3958 (0.5072)  loss_giou: 0.6746 (0.8023)  loss_giou_aux_0: 0.7387 (0.8654)  loss_giou_aux_1: 0.7088 (0.8288)  loss_giou_aux_2: 0.6876 (0.8149)  loss_giou_aux_3: 0.6879 (0.8083)  loss_giou_aux_4: 0.6800 (0.8050)  loss_giou_aux_5: 0.8644 (0.9853)  loss_giou_dn_0: 0.9567 (1.0508)  loss_giou_dn_1: 0.8315 (0.9488)  loss_giou_dn_2: 0.7969 (0.9124)  loss_giou_dn_3: 0.7813 (0.8969)  loss_giou_dn_4: 0.7752 (0.8938)  loss_giou_dn_5: 0.7750 (0.8944)  loss_vfl: 0.9224 (1.0443)  loss_vfl_aux_0: 0.9763 (1.0247)  loss_vfl_aux_1: 0.9802 (1.0413)  loss_vfl_aux_2: 0.9728 (1.0340)  loss_vfl_aux_3: 0.9266 (1.0310)  loss_vfl_aux_4: 0.9436 (1.0328)  loss_vfl_aux_5: 0.9904 (0.9995)  loss_vfl_dn_0: 0.4993 (0.4928)  loss_vfl_dn_1: 0.4998 (0.5109)  loss_vfl_dn_2: 0.5084 (0.5237)  loss_vfl_dn_3: 0.5053 (0.5360)  loss_vfl_dn_4: 0.5177 (0.5454)  loss_vfl_dn_5: 0.5274 (0.5515)  time: 0.4592  data: 0.0149  max mem: 5651
Epoch: [0]  [4400/7393]  eta: 0:23:05  lr: 0.000010  loss: 24.2171 (27.5943)  loss_bbox: 0.2680 (0.3418)  loss_bbox_aux_0: 0.2910 (0.3858)  loss_bbox_aux_1: 0.2728 (0.3583)  loss_bbox_aux_2: 0.2753 (0.3501)  loss_bbox_aux_3: 0.2765 (0.3458)  loss_bbox_aux_4: 0.2690 (0.3436)  loss_bbox_aux_5: 0.3764 (0.4790)  loss_bbox_dn_0: 0.5496 (0.5995)  loss_bbox_dn_1: 0.4676 (0.5334)  loss_bbox_dn_2: 0.4552 (0.5133)  loss_bbox_dn_3: 0.4399 (0.5065)  loss_bbox_dn_4: 0.4397 (0.5053)  loss_bbox_dn_5: 0.4397 (0.5054)  loss_giou: 0.6505 (0.7993)  loss_giou_aux_0: 0.7045 (0.8623)  loss_giou_aux_1: 0.6677 (0.8257)  loss_giou_aux_2: 0.6569 (0.8119)  loss_giou_aux_3: 0.6495 (0.8053)  loss_giou_aux_4: 0.6561 (0.8020)  loss_giou_aux_5: 0.8258 (0.9823)  loss_giou_dn_0: 0.9254 (1.0482)  loss_giou_dn_1: 0.8058 (0.9457)  loss_giou_dn_2: 0.7713 (0.9092)  loss_giou_dn_3: 0.7513 (0.8937)  loss_giou_dn_4: 0.7509 (0.8905)  loss_giou_dn_5: 0.7510 (0.8911)  loss_vfl: 0.9274 (1.0423)  loss_vfl_aux_0: 1.0173 (1.0249)  loss_vfl_aux_1: 0.9796 (1.0408)  loss_vfl_aux_2: 0.9792 (1.0330)  loss_vfl_aux_3: 0.9394 (1.0294)  loss_vfl_aux_4: 0.9233 (1.0310)  loss_vfl_aux_5: 0.9997 (0.9999)  loss_vfl_dn_0: 0.4980 (0.4930)  loss_vfl_dn_1: 0.4952 (0.5107)  loss_vfl_dn_2: 0.4960 (0.5231)  loss_vfl_dn_3: 0.5056 (0.5353)  loss_vfl_dn_4: 0.5135 (0.5448)  loss_vfl_dn_5: 0.5236 (0.5510)  time: 0.4480  data: 0.0135  max mem: 5651
Epoch: [0]  [4500/7393]  eta: 0:22:18  lr: 0.000010  loss: 24.2397 (27.5280)  loss_bbox: 0.2544 (0.3402)  loss_bbox_aux_0: 0.2856 (0.3838)  loss_bbox_aux_1: 0.2562 (0.3565)  loss_bbox_aux_2: 0.2553 (0.3484)  loss_bbox_aux_3: 0.2613 (0.3441)  loss_bbox_aux_4: 0.2570 (0.3420)  loss_bbox_aux_5: 0.3248 (0.4768)  loss_bbox_dn_0: 0.4780 (0.5974)  loss_bbox_dn_1: 0.4249 (0.5312)  loss_bbox_dn_2: 0.4033 (0.5110)  loss_bbox_dn_3: 0.3944 (0.5043)  loss_bbox_dn_4: 0.3930 (0.5031)  loss_bbox_dn_5: 0.3929 (0.5031)  loss_giou: 0.6623 (0.7975)  loss_giou_aux_0: 0.7178 (0.8602)  loss_giou_aux_1: 0.6800 (0.8237)  loss_giou_aux_2: 0.6650 (0.8100)  loss_giou_aux_3: 0.6670 (0.8035)  loss_giou_aux_4: 0.6626 (0.8002)  loss_giou_aux_5: 0.8448 (0.9801)  loss_giou_dn_0: 0.9510 (1.0461)  loss_giou_dn_1: 0.8507 (0.9433)  loss_giou_dn_2: 0.8085 (0.9067)  loss_giou_dn_3: 0.7926 (0.8912)  loss_giou_dn_4: 0.7868 (0.8880)  loss_giou_dn_5: 0.7870 (0.8886)  loss_vfl: 0.9163 (1.0402)  loss_vfl_aux_0: 0.9257 (1.0242)  loss_vfl_aux_1: 0.9463 (1.0399)  loss_vfl_aux_2: 0.9245 (1.0316)  loss_vfl_aux_3: 0.9038 (1.0276)  loss_vfl_aux_4: 0.9160 (1.0290)  loss_vfl_aux_5: 0.9446 (0.9996)  loss_vfl_dn_0: 0.4922 (0.4930)  loss_vfl_dn_1: 0.4957 (0.5104)  loss_vfl_dn_2: 0.4980 (0.5225)  loss_vfl_dn_3: 0.5032 (0.5346)  loss_vfl_dn_4: 0.5092 (0.5440)  loss_vfl_dn_5: 0.5148 (0.5502)  time: 0.4466  data: 0.0137  max mem: 5651
Epoch: [0]  [4600/7393]  eta: 0:21:32  lr: 0.000010  loss: 24.6771 (27.4655)  loss_bbox: 0.2642 (0.3387)  loss_bbox_aux_0: 0.2898 (0.3818)  loss_bbox_aux_1: 0.2791 (0.3547)  loss_bbox_aux_2: 0.2731 (0.3467)  loss_bbox_aux_3: 0.2661 (0.3425)  loss_bbox_aux_4: 0.2656 (0.3404)  loss_bbox_aux_5: 0.3943 (0.4746)  loss_bbox_dn_0: 0.5047 (0.5958)  loss_bbox_dn_1: 0.4179 (0.5294)  loss_bbox_dn_2: 0.3969 (0.5092)  loss_bbox_dn_3: 0.3867 (0.5024)  loss_bbox_dn_4: 0.3847 (0.5012)  loss_bbox_dn_5: 0.3848 (0.5012)  loss_giou: 0.6839 (0.7955)  loss_giou_aux_0: 0.7190 (0.8579)  loss_giou_aux_1: 0.6865 (0.8216)  loss_giou_aux_2: 0.6839 (0.8080)  loss_giou_aux_3: 0.6726 (0.8015)  loss_giou_aux_4: 0.6897 (0.7982)  loss_giou_aux_5: 0.8618 (0.9778)  loss_giou_dn_0: 0.9347 (1.0439)  loss_giou_dn_1: 0.8070 (0.9408)  loss_giou_dn_2: 0.7669 (0.9043)  loss_giou_dn_3: 0.7467 (0.8887)  loss_giou_dn_4: 0.7427 (0.8856)  loss_giou_dn_5: 0.7428 (0.8862)  loss_vfl: 0.9391 (1.0381)  loss_vfl_aux_0: 1.0551 (1.0244)  loss_vfl_aux_1: 1.0178 (1.0394)  loss_vfl_aux_2: 0.9417 (1.0304)  loss_vfl_aux_3: 0.9328 (1.0259)  loss_vfl_aux_4: 0.9198 (1.0270)  loss_vfl_aux_5: 1.0119 (0.9997)  loss_vfl_dn_0: 0.4960 (0.4931)  loss_vfl_dn_1: 0.5036 (0.5101)  loss_vfl_dn_2: 0.4945 (0.5220)  loss_vfl_dn_3: 0.5044 (0.5339)  loss_vfl_dn_4: 0.5057 (0.5433)  loss_vfl_dn_5: 0.5144 (0.5497)  time: 0.4607  data: 0.0135  max mem: 5651
Epoch: [0]  [4700/7393]  eta: 0:20:46  lr: 0.000010  loss: 24.4554 (27.4007)  loss_bbox: 0.2878 (0.3371)  loss_bbox_aux_0: 0.3136 (0.3799)  loss_bbox_aux_1: 0.2976 (0.3529)  loss_bbox_aux_2: 0.2985 (0.3450)  loss_bbox_aux_3: 0.2798 (0.3409)  loss_bbox_aux_4: 0.2810 (0.3388)  loss_bbox_aux_5: 0.3912 (0.4724)  loss_bbox_dn_0: 0.5067 (0.5938)  loss_bbox_dn_1: 0.4380 (0.5273)  loss_bbox_dn_2: 0.4188 (0.5071)  loss_bbox_dn_3: 0.4145 (0.5003)  loss_bbox_dn_4: 0.4148 (0.4992)  loss_bbox_dn_5: 0.4144 (0.4992)  loss_giou: 0.6885 (0.7935)  loss_giou_aux_0: 0.7395 (0.8556)  loss_giou_aux_1: 0.7016 (0.8194)  loss_giou_aux_2: 0.6903 (0.8058)  loss_giou_aux_3: 0.6816 (0.7994)  loss_giou_aux_4: 0.6797 (0.7961)  loss_giou_aux_5: 0.8744 (0.9754)  loss_giou_dn_0: 0.9335 (1.0418)  loss_giou_dn_1: 0.8086 (0.9384)  loss_giou_dn_2: 0.7660 (0.9019)  loss_giou_dn_3: 0.7491 (0.8863)  loss_giou_dn_4: 0.7461 (0.8832)  loss_giou_dn_5: 0.7462 (0.8838)  loss_vfl: 0.9316 (1.0360)  loss_vfl_aux_0: 1.0060 (1.0242)  loss_vfl_aux_1: 0.9743 (1.0387)  loss_vfl_aux_2: 0.9680 (1.0291)  loss_vfl_aux_3: 0.9487 (1.0242)  loss_vfl_aux_4: 0.9393 (1.0251)  loss_vfl_aux_5: 0.9853 (0.9995)  loss_vfl_dn_0: 0.4927 (0.4932)  loss_vfl_dn_1: 0.5000 (0.5098)  loss_vfl_dn_2: 0.4988 (0.5215)  loss_vfl_dn_3: 0.5052 (0.5332)  loss_vfl_dn_4: 0.5187 (0.5426)  loss_vfl_dn_5: 0.5223 (0.5490)  time: 0.4558  data: 0.0142  max mem: 5651
Epoch: [0]  [4800/7393]  eta: 0:19:59  lr: 0.000010  loss: 23.9667 (27.3414)  loss_bbox: 0.2421 (0.3357)  loss_bbox_aux_0: 0.2620 (0.3782)  loss_bbox_aux_1: 0.2481 (0.3513)  loss_bbox_aux_2: 0.2412 (0.3435)  loss_bbox_aux_3: 0.2446 (0.3394)  loss_bbox_aux_4: 0.2396 (0.3374)  loss_bbox_aux_5: 0.3490 (0.4706)  loss_bbox_dn_0: 0.4733 (0.5926)  loss_bbox_dn_1: 0.4098 (0.5258)  loss_bbox_dn_2: 0.3857 (0.5055)  loss_bbox_dn_3: 0.3787 (0.4987)  loss_bbox_dn_4: 0.3772 (0.4975)  loss_bbox_dn_5: 0.3770 (0.4975)  loss_giou: 0.6878 (0.7913)  loss_giou_aux_0: 0.7284 (0.8531)  loss_giou_aux_1: 0.6845 (0.8171)  loss_giou_aux_2: 0.6869 (0.8035)  loss_giou_aux_3: 0.6804 (0.7971)  loss_giou_aux_4: 0.6804 (0.7939)  loss_giou_aux_5: 0.8520 (0.9732)  loss_giou_dn_0: 0.9190 (1.0395)  loss_giou_dn_1: 0.8016 (0.9358)  loss_giou_dn_2: 0.7591 (0.8991)  loss_giou_dn_3: 0.7450 (0.8836)  loss_giou_dn_4: 0.7416 (0.8804)  loss_giou_dn_5: 0.7414 (0.8810)  loss_vfl: 0.8713 (1.0343)  loss_vfl_aux_0: 1.0457 (1.0245)  loss_vfl_aux_1: 1.0011 (1.0386)  loss_vfl_aux_2: 0.9343 (1.0283)  loss_vfl_aux_3: 0.8760 (1.0228)  loss_vfl_aux_4: 0.8689 (1.0235)  loss_vfl_aux_5: 0.9926 (0.9995)  loss_vfl_dn_0: 0.4951 (0.4934)  loss_vfl_dn_1: 0.4970 (0.5097)  loss_vfl_dn_2: 0.4881 (0.5211)  loss_vfl_dn_3: 0.4908 (0.5327)  loss_vfl_dn_4: 0.4999 (0.5421)  loss_vfl_dn_5: 0.5120 (0.5486)  time: 0.4671  data: 0.0138  max mem: 5651
Epoch: [0]  [4900/7393]  eta: 0:19:12  lr: 0.000010  loss: 23.9659 (27.2760)  loss_bbox: 0.2637 (0.3340)  loss_bbox_aux_0: 0.2796 (0.3761)  loss_bbox_aux_1: 0.2654 (0.3494)  loss_bbox_aux_2: 0.2648 (0.3417)  loss_bbox_aux_3: 0.2652 (0.3377)  loss_bbox_aux_4: 0.2644 (0.3357)  loss_bbox_aux_5: 0.3423 (0.4684)  loss_bbox_dn_0: 0.4858 (0.5908)  loss_bbox_dn_1: 0.4179 (0.5237)  loss_bbox_dn_2: 0.3995 (0.5034)  loss_bbox_dn_3: 0.3941 (0.4966)  loss_bbox_dn_4: 0.3947 (0.4954)  loss_bbox_dn_5: 0.3945 (0.4954)  loss_giou: 0.6645 (0.7892)  loss_giou_aux_0: 0.7224 (0.8507)  loss_giou_aux_1: 0.6955 (0.8148)  loss_giou_aux_2: 0.6845 (0.8013)  loss_giou_aux_3: 0.6720 (0.7950)  loss_giou_aux_4: 0.6659 (0.7917)  loss_giou_aux_5: 0.8387 (0.9707)  loss_giou_dn_0: 0.9260 (1.0374)  loss_giou_dn_1: 0.7990 (0.9333)  loss_giou_dn_2: 0.7655 (0.8966)  loss_giou_dn_3: 0.7512 (0.8811)  loss_giou_dn_4: 0.7507 (0.8779)  loss_giou_dn_5: 0.7510 (0.8785)  loss_vfl: 0.9334 (1.0322)  loss_vfl_aux_0: 1.0122 (1.0245)  loss_vfl_aux_1: 0.9950 (1.0378)  loss_vfl_aux_2: 0.9470 (1.0272)  loss_vfl_aux_3: 0.9050 (1.0211)  loss_vfl_aux_4: 0.9118 (1.0216)  loss_vfl_aux_5: 0.9537 (0.9997)  loss_vfl_dn_0: 0.4980 (0.4935)  loss_vfl_dn_1: 0.4949 (0.5095)  loss_vfl_dn_2: 0.4970 (0.5206)  loss_vfl_dn_3: 0.4965 (0.5321)  loss_vfl_dn_4: 0.5042 (0.5415)  loss_vfl_dn_5: 0.5132 (0.5480)  time: 0.4534  data: 0.0143  max mem: 5651
Epoch: [0]  [5000/7393]  eta: 0:18:26  lr: 0.000010  loss: 24.0387 (27.2136)  loss_bbox: 0.2624 (0.3325)  loss_bbox_aux_0: 0.2747 (0.3743)  loss_bbox_aux_1: 0.2566 (0.3477)  loss_bbox_aux_2: 0.2557 (0.3400)  loss_bbox_aux_3: 0.2651 (0.3361)  loss_bbox_aux_4: 0.2576 (0.3342)  loss_bbox_aux_5: 0.3667 (0.4663)  loss_bbox_dn_0: 0.5368 (0.5892)  loss_bbox_dn_1: 0.4227 (0.5220)  loss_bbox_dn_2: 0.4145 (0.5016)  loss_bbox_dn_3: 0.4169 (0.4948)  loss_bbox_dn_4: 0.4183 (0.4936)  loss_bbox_dn_5: 0.4183 (0.4936)  loss_giou: 0.6677 (0.7874)  loss_giou_aux_0: 0.7125 (0.8487)  loss_giou_aux_1: 0.6814 (0.8129)  loss_giou_aux_2: 0.6709 (0.7994)  loss_giou_aux_3: 0.6701 (0.7931)  loss_giou_aux_4: 0.6661 (0.7899)  loss_giou_aux_5: 0.8332 (0.9686)  loss_giou_dn_0: 0.9206 (1.0354)  loss_giou_dn_1: 0.7915 (0.9310)  loss_giou_dn_2: 0.7508 (0.8942)  loss_giou_dn_3: 0.7362 (0.8788)  loss_giou_dn_4: 0.7302 (0.8756)  loss_giou_dn_5: 0.7301 (0.8762)  loss_vfl: 0.9203 (1.0300)  loss_vfl_aux_0: 0.9662 (1.0239)  loss_vfl_aux_1: 1.0302 (1.0367)  loss_vfl_aux_2: 0.9426 (1.0257)  loss_vfl_aux_3: 0.9518 (1.0192)  loss_vfl_aux_4: 0.9261 (1.0194)  loss_vfl_aux_5: 0.9502 (0.9994)  loss_vfl_dn_0: 0.4933 (0.4935)  loss_vfl_dn_1: 0.5026 (0.5092)  loss_vfl_dn_2: 0.4975 (0.5201)  loss_vfl_dn_3: 0.5043 (0.5314)  loss_vfl_dn_4: 0.5061 (0.5407)  loss_vfl_dn_5: 0.5120 (0.5473)  time: 0.4503  data: 0.0135  max mem: 5651
Epoch: [0]  [5100/7393]  eta: 0:17:39  lr: 0.000010  loss: 23.6825 (27.1539)  loss_bbox: 0.2567 (0.3311)  loss_bbox_aux_0: 0.2930 (0.3726)  loss_bbox_aux_1: 0.2588 (0.3462)  loss_bbox_aux_2: 0.2639 (0.3385)  loss_bbox_aux_3: 0.2546 (0.3346)  loss_bbox_aux_4: 0.2564 (0.3328)  loss_bbox_aux_5: 0.3645 (0.4645)  loss_bbox_dn_0: 0.4705 (0.5877)  loss_bbox_dn_1: 0.4031 (0.5203)  loss_bbox_dn_2: 0.3849 (0.4999)  loss_bbox_dn_3: 0.3827 (0.4930)  loss_bbox_dn_4: 0.3830 (0.4919)  loss_bbox_dn_5: 0.3832 (0.4919)  loss_giou: 0.6639 (0.7852)  loss_giou_aux_0: 0.7296 (0.8463)  loss_giou_aux_1: 0.6912 (0.8106)  loss_giou_aux_2: 0.6778 (0.7971)  loss_giou_aux_3: 0.6692 (0.7908)  loss_giou_aux_4: 0.6638 (0.7877)  loss_giou_aux_5: 0.8531 (0.9662)  loss_giou_dn_0: 0.9232 (1.0332)  loss_giou_dn_1: 0.8159 (0.9285)  loss_giou_dn_2: 0.7833 (0.8917)  loss_giou_dn_3: 0.7649 (0.8763)  loss_giou_dn_4: 0.7616 (0.8731)  loss_giou_dn_5: 0.7620 (0.8736)  loss_vfl: 0.8919 (1.0284)  loss_vfl_aux_0: 0.9668 (1.0239)  loss_vfl_aux_1: 1.0053 (1.0363)  loss_vfl_aux_2: 0.9378 (1.0248)  loss_vfl_aux_3: 0.9384 (1.0179)  loss_vfl_aux_4: 0.8950 (1.0179)  loss_vfl_aux_5: 0.9868 (0.9996)  loss_vfl_dn_0: 0.5035 (0.4937)  loss_vfl_dn_1: 0.5047 (0.5091)  loss_vfl_dn_2: 0.5097 (0.5197)  loss_vfl_dn_3: 0.5139 (0.5308)  loss_vfl_dn_4: 0.5151 (0.5401)  loss_vfl_dn_5: 0.5319 (0.5468)  time: 0.4572  data: 0.0134  max mem: 5651
Epoch: [0]  [5200/7393]  eta: 0:16:55  lr: 0.000010  loss: 23.5228 (27.0945)  loss_bbox: 0.2594 (0.3298)  loss_bbox_aux_0: 0.2989 (0.3710)  loss_bbox_aux_1: 0.2645 (0.3447)  loss_bbox_aux_2: 0.2541 (0.3372)  loss_bbox_aux_3: 0.2684 (0.3333)  loss_bbox_aux_4: 0.2718 (0.3315)  loss_bbox_aux_5: 0.3714 (0.4627)  loss_bbox_dn_0: 0.4543 (0.5864)  loss_bbox_dn_1: 0.4005 (0.5187)  loss_bbox_dn_2: 0.3871 (0.4983)  loss_bbox_dn_3: 0.3731 (0.4914)  loss_bbox_dn_4: 0.3715 (0.4902)  loss_bbox_dn_5: 0.3715 (0.4903)  loss_giou: 0.6837 (0.7831)  loss_giou_aux_0: 0.7212 (0.8439)  loss_giou_aux_1: 0.6906 (0.8084)  loss_giou_aux_2: 0.6962 (0.7949)  loss_giou_aux_3: 0.6951 (0.7887)  loss_giou_aux_4: 0.6903 (0.7856)  loss_giou_aux_5: 0.8576 (0.9638)  loss_giou_dn_0: 0.9196 (1.0310)  loss_giou_dn_1: 0.8025 (0.9260)  loss_giou_dn_2: 0.7723 (0.8891)  loss_giou_dn_3: 0.7551 (0.8737)  loss_giou_dn_4: 0.7520 (0.8705)  loss_giou_dn_5: 0.7521 (0.8710)  loss_vfl: 0.9174 (1.0264)  loss_vfl_aux_0: 0.9461 (1.0239)  loss_vfl_aux_1: 0.9636 (1.0356)  loss_vfl_aux_2: 0.9392 (1.0236)  loss_vfl_aux_3: 0.8945 (1.0163)  loss_vfl_aux_4: 0.9015 (1.0161)  loss_vfl_aux_5: 0.9599 (0.9998)  loss_vfl_dn_0: 0.4873 (0.4939)  loss_vfl_dn_1: 0.4971 (0.5089)  loss_vfl_dn_2: 0.4943 (0.5192)  loss_vfl_dn_3: 0.4913 (0.5302)  loss_vfl_dn_4: 0.5012 (0.5394)  loss_vfl_dn_5: 0.4997 (0.5462)  time: 0.4425  data: 0.0140  max mem: 5651
Epoch: [0]  [5300/7393]  eta: 0:16:09  lr: 0.000010  loss: 23.9821 (27.0348)  loss_bbox: 0.2474 (0.3284)  loss_bbox_aux_0: 0.2674 (0.3692)  loss_bbox_aux_1: 0.2536 (0.3432)  loss_bbox_aux_2: 0.2401 (0.3357)  loss_bbox_aux_3: 0.2463 (0.3319)  loss_bbox_aux_4: 0.2476 (0.3300)  loss_bbox_aux_5: 0.3752 (0.4608)  loss_bbox_dn_0: 0.5324 (0.5849)  loss_bbox_dn_1: 0.4440 (0.5171)  loss_bbox_dn_2: 0.4176 (0.4966)  loss_bbox_dn_3: 0.4131 (0.4897)  loss_bbox_dn_4: 0.4114 (0.4885)  loss_bbox_dn_5: 0.4119 (0.4886)  loss_giou: 0.6571 (0.7809)  loss_giou_aux_0: 0.7032 (0.8415)  loss_giou_aux_1: 0.6845 (0.8061)  loss_giou_aux_2: 0.6813 (0.7927)  loss_giou_aux_3: 0.6739 (0.7865)  loss_giou_aux_4: 0.6665 (0.7834)  loss_giou_aux_5: 0.8431 (0.9614)  loss_giou_dn_0: 0.9183 (1.0290)  loss_giou_dn_1: 0.8061 (0.9236)  loss_giou_dn_2: 0.7717 (0.8867)  loss_giou_dn_3: 0.7572 (0.8713)  loss_giou_dn_4: 0.7561 (0.8681)  loss_giou_dn_5: 0.7561 (0.8686)  loss_vfl: 0.9354 (1.0246)  loss_vfl_aux_0: 1.0618 (1.0239)  loss_vfl_aux_1: 1.0247 (1.0351)  loss_vfl_aux_2: 0.9723 (1.0226)  loss_vfl_aux_3: 0.9249 (1.0147)  loss_vfl_aux_4: 0.9007 (1.0144)  loss_vfl_aux_5: 1.0056 (0.9999)  loss_vfl_dn_0: 0.5034 (0.4940)  loss_vfl_dn_1: 0.4935 (0.5087)  loss_vfl_dn_2: 0.4925 (0.5188)  loss_vfl_dn_3: 0.4952 (0.5296)  loss_vfl_dn_4: 0.5054 (0.5388)  loss_vfl_dn_5: 0.5163 (0.5456)  time: 0.4543  data: 0.0136  max mem: 5651
Epoch: [0]  [5400/7393]  eta: 0:15:22  lr: 0.000010  loss: 23.5395 (26.9783)  loss_bbox: 0.2436 (0.3271)  loss_bbox_aux_0: 0.2822 (0.3675)  loss_bbox_aux_1: 0.2677 (0.3417)  loss_bbox_aux_2: 0.2409 (0.3342)  loss_bbox_aux_3: 0.2428 (0.3305)  loss_bbox_aux_4: 0.2505 (0.3287)  loss_bbox_aux_5: 0.3640 (0.4589)  loss_bbox_dn_0: 0.4578 (0.5830)  loss_bbox_dn_1: 0.3828 (0.5151)  loss_bbox_dn_2: 0.3645 (0.4946)  loss_bbox_dn_3: 0.3603 (0.4878)  loss_bbox_dn_4: 0.3571 (0.4866)  loss_bbox_dn_5: 0.3572 (0.4866)  loss_giou: 0.7479 (0.7797)  loss_giou_aux_0: 0.7753 (0.8400)  loss_giou_aux_1: 0.7564 (0.8046)  loss_giou_aux_2: 0.7393 (0.7913)  loss_giou_aux_3: 0.7414 (0.7852)  loss_giou_aux_4: 0.7420 (0.7821)  loss_giou_aux_5: 0.8946 (0.9599)  loss_giou_dn_0: 0.9341 (1.0272)  loss_giou_dn_1: 0.8341 (0.9217)  loss_giou_dn_2: 0.7985 (0.8848)  loss_giou_dn_3: 0.7899 (0.8695)  loss_giou_dn_4: 0.7871 (0.8663)  loss_giou_dn_5: 0.7875 (0.8668)  loss_vfl: 0.8545 (1.0222)  loss_vfl_aux_0: 0.9335 (1.0232)  loss_vfl_aux_1: 0.9347 (1.0339)  loss_vfl_aux_2: 0.8830 (1.0210)  loss_vfl_aux_3: 0.8591 (1.0127)  loss_vfl_aux_4: 0.8602 (1.0122)  loss_vfl_aux_5: 0.9304 (0.9993)  loss_vfl_dn_0: 0.4895 (0.4940)  loss_vfl_dn_1: 0.4846 (0.5084)  loss_vfl_dn_2: 0.4781 (0.5182)  loss_vfl_dn_3: 0.4780 (0.5289)  loss_vfl_dn_4: 0.4866 (0.5381)  loss_vfl_dn_5: 0.5030 (0.5449)  time: 0.4512  data: 0.0134  max mem: 5651
Epoch: [0]  [5500/7393]  eta: 0:14:35  lr: 0.000010  loss: 24.4053 (26.9232)  loss_bbox: 0.2520 (0.3257)  loss_bbox_aux_0: 0.2799 (0.3658)  loss_bbox_aux_1: 0.2492 (0.3401)  loss_bbox_aux_2: 0.2460 (0.3327)  loss_bbox_aux_3: 0.2485 (0.3290)  loss_bbox_aux_4: 0.2515 (0.3273)  loss_bbox_aux_5: 0.3786 (0.4571)  loss_bbox_dn_0: 0.5366 (0.5814)  loss_bbox_dn_1: 0.4508 (0.5134)  loss_bbox_dn_2: 0.4290 (0.4929)  loss_bbox_dn_3: 0.4237 (0.4860)  loss_bbox_dn_4: 0.4223 (0.4848)  loss_bbox_dn_5: 0.4224 (0.4849)  loss_giou: 0.6306 (0.7782)  loss_giou_aux_0: 0.6758 (0.8383)  loss_giou_aux_1: 0.6566 (0.8030)  loss_giou_aux_2: 0.6483 (0.7898)  loss_giou_aux_3: 0.6388 (0.7837)  loss_giou_aux_4: 0.6301 (0.7807)  loss_giou_aux_5: 0.8082 (0.9582)  loss_giou_dn_0: 0.9078 (1.0255)  loss_giou_dn_1: 0.7894 (0.9197)  loss_giou_dn_2: 0.7527 (0.8828)  loss_giou_dn_3: 0.7404 (0.8675)  loss_giou_dn_4: 0.7382 (0.8643)  loss_giou_dn_5: 0.7383 (0.8648)  loss_vfl: 0.9293 (1.0201)  loss_vfl_aux_0: 1.0582 (1.0228)  loss_vfl_aux_1: 1.0183 (1.0332)  loss_vfl_aux_2: 0.9614 (1.0197)  loss_vfl_aux_3: 0.9262 (1.0109)  loss_vfl_aux_4: 0.9257 (1.0102)  loss_vfl_aux_5: 0.9894 (0.9989)  loss_vfl_dn_0: 0.5056 (0.4941)  loss_vfl_dn_1: 0.4974 (0.5081)  loss_vfl_dn_2: 0.4891 (0.5177)  loss_vfl_dn_3: 0.4939 (0.5282)  loss_vfl_dn_4: 0.5040 (0.5374)  loss_vfl_dn_5: 0.5103 (0.5443)  time: 0.4577  data: 0.0137  max mem: 5651
Epoch: [0]  [5600/7393]  eta: 0:13:49  lr: 0.000010  loss: 24.3947 (26.8689)  loss_bbox: 0.2667 (0.3246)  loss_bbox_aux_0: 0.2975 (0.3644)  loss_bbox_aux_1: 0.2815 (0.3388)  loss_bbox_aux_2: 0.2683 (0.3314)  loss_bbox_aux_3: 0.2720 (0.3278)  loss_bbox_aux_4: 0.2660 (0.3261)  loss_bbox_aux_5: 0.3606 (0.4556)  loss_bbox_dn_0: 0.5459 (0.5800)  loss_bbox_dn_1: 0.4466 (0.5118)  loss_bbox_dn_2: 0.4272 (0.4912)  loss_bbox_dn_3: 0.4219 (0.4844)  loss_bbox_dn_4: 0.4213 (0.4832)  loss_bbox_dn_5: 0.4213 (0.4832)  loss_giou: 0.6940 (0.7765)  loss_giou_aux_0: 0.7629 (0.8364)  loss_giou_aux_1: 0.7075 (0.8011)  loss_giou_aux_2: 0.6963 (0.7879)  loss_giou_aux_3: 0.6906 (0.7819)  loss_giou_aux_4: 0.7003 (0.7789)  loss_giou_aux_5: 0.8879 (0.9562)  loss_giou_dn_0: 0.9315 (1.0235)  loss_giou_dn_1: 0.8154 (0.9175)  loss_giou_dn_2: 0.7801 (0.8806)  loss_giou_dn_3: 0.7692 (0.8653)  loss_giou_dn_4: 0.7671 (0.8621)  loss_giou_dn_5: 0.7674 (0.8626)  loss_vfl: 0.9124 (1.0182)  loss_vfl_aux_0: 0.9626 (1.0225)  loss_vfl_aux_1: 0.9490 (1.0325)  loss_vfl_aux_2: 0.9204 (1.0185)  loss_vfl_aux_3: 0.9189 (1.0094)  loss_vfl_aux_4: 0.8969 (1.0085)  loss_vfl_aux_5: 0.9971 (0.9987)  loss_vfl_dn_0: 0.4943 (0.4942)  loss_vfl_dn_1: 0.4930 (0.5080)  loss_vfl_dn_2: 0.4924 (0.5173)  loss_vfl_dn_3: 0.4933 (0.5276)  loss_vfl_dn_4: 0.5015 (0.5368)  loss_vfl_dn_5: 0.5117 (0.5437)  time: 0.4565  data: 0.0135  max mem: 5651
Epoch: [0]  [5700/7393]  eta: 0:13:02  lr: 0.000010  loss: 23.7883 (26.8178)  loss_bbox: 0.2459 (0.3234)  loss_bbox_aux_0: 0.2627 (0.3629)  loss_bbox_aux_1: 0.2530 (0.3375)  loss_bbox_aux_2: 0.2449 (0.3302)  loss_bbox_aux_3: 0.2417 (0.3267)  loss_bbox_aux_4: 0.2411 (0.3249)  loss_bbox_aux_5: 0.3288 (0.4539)  loss_bbox_dn_0: 0.5028 (0.5785)  loss_bbox_dn_1: 0.4384 (0.5102)  loss_bbox_dn_2: 0.4249 (0.4896)  loss_bbox_dn_3: 0.4136 (0.4828)  loss_bbox_dn_4: 0.4080 (0.4816)  loss_bbox_dn_5: 0.4082 (0.4816)  loss_giou: 0.6580 (0.7752)  loss_giou_aux_0: 0.7206 (0.8348)  loss_giou_aux_1: 0.6730 (0.7997)  loss_giou_aux_2: 0.6525 (0.7865)  loss_giou_aux_3: 0.6629 (0.7806)  loss_giou_aux_4: 0.6592 (0.7775)  loss_giou_aux_5: 0.7926 (0.9546)  loss_giou_dn_0: 0.8995 (1.0218)  loss_giou_dn_1: 0.7757 (0.9156)  loss_giou_dn_2: 0.7409 (0.8787)  loss_giou_dn_3: 0.7256 (0.8634)  loss_giou_dn_4: 0.7217 (0.8603)  loss_giou_dn_5: 0.7216 (0.8608)  loss_vfl: 0.9424 (1.0161)  loss_vfl_aux_0: 1.0247 (1.0220)  loss_vfl_aux_1: 1.0180 (1.0315)  loss_vfl_aux_2: 0.9816 (1.0172)  loss_vfl_aux_3: 0.9495 (1.0076)  loss_vfl_aux_4: 0.9474 (1.0065)  loss_vfl_aux_5: 0.9798 (0.9983)  loss_vfl_dn_0: 0.5034 (0.4943)  loss_vfl_dn_1: 0.4984 (0.5078)  loss_vfl_dn_2: 0.5000 (0.5169)  loss_vfl_dn_3: 0.4993 (0.5270)  loss_vfl_dn_4: 0.5014 (0.5361)  loss_vfl_dn_5: 0.5095 (0.5431)  time: 0.4482  data: 0.0142  max mem: 5651
Epoch: [0]  [5800/7393]  eta: 0:12:16  lr: 0.000010  loss: 24.2138 (26.7723)  loss_bbox: 0.2625 (0.3225)  loss_bbox_aux_0: 0.2860 (0.3618)  loss_bbox_aux_1: 0.2736 (0.3365)  loss_bbox_aux_2: 0.2632 (0.3292)  loss_bbox_aux_3: 0.2630 (0.3257)  loss_bbox_aux_4: 0.2648 (0.3240)  loss_bbox_aux_5: 0.3856 (0.4526)  loss_bbox_dn_0: 0.5506 (0.5775)  loss_bbox_dn_1: 0.4494 (0.5090)  loss_bbox_dn_2: 0.4200 (0.4884)  loss_bbox_dn_3: 0.4079 (0.4816)  loss_bbox_dn_4: 0.4052 (0.4804)  loss_bbox_dn_5: 0.4052 (0.4804)  loss_giou: 0.6814 (0.7735)  loss_giou_aux_0: 0.7192 (0.8330)  loss_giou_aux_1: 0.6884 (0.7979)  loss_giou_aux_2: 0.6749 (0.7847)  loss_giou_aux_3: 0.6750 (0.7789)  loss_giou_aux_4: 0.6777 (0.7759)  loss_giou_aux_5: 0.8322 (0.9527)  loss_giou_dn_0: 0.9147 (1.0199)  loss_giou_dn_1: 0.7695 (0.9134)  loss_giou_dn_2: 0.7256 (0.8765)  loss_giou_dn_3: 0.7115 (0.8613)  loss_giou_dn_4: 0.7062 (0.8581)  loss_giou_dn_5: 0.7063 (0.8586)  loss_vfl: 0.9452 (1.0147)  loss_vfl_aux_0: 1.0361 (1.0222)  loss_vfl_aux_1: 1.0069 (1.0314)  loss_vfl_aux_2: 0.9925 (1.0165)  loss_vfl_aux_3: 0.9344 (1.0065)  loss_vfl_aux_4: 0.9310 (1.0053)  loss_vfl_aux_5: 1.0497 (0.9984)  loss_vfl_dn_0: 0.4952 (0.4944)  loss_vfl_dn_1: 0.5043 (0.5076)  loss_vfl_dn_2: 0.5024 (0.5165)  loss_vfl_dn_3: 0.4952 (0.5265)  loss_vfl_dn_4: 0.5031 (0.5356)  loss_vfl_dn_5: 0.5177 (0.5426)  time: 0.4466  data: 0.0141  max mem: 5651
Epoch: [0]  [5900/7393]  eta: 0:11:30  lr: 0.000010  loss: 23.8160 (26.7212)  loss_bbox: 0.2709 (0.3215)  loss_bbox_aux_0: 0.2891 (0.3605)  loss_bbox_aux_1: 0.2662 (0.3353)  loss_bbox_aux_2: 0.2712 (0.3281)  loss_bbox_aux_3: 0.2625 (0.3246)  loss_bbox_aux_4: 0.2710 (0.3230)  loss_bbox_aux_5: 0.3554 (0.4512)  loss_bbox_dn_0: 0.4915 (0.5762)  loss_bbox_dn_1: 0.4221 (0.5076)  loss_bbox_dn_2: 0.3944 (0.4870)  loss_bbox_dn_3: 0.3863 (0.4801)  loss_bbox_dn_4: 0.3832 (0.4789)  loss_bbox_dn_5: 0.3832 (0.4789)  loss_giou: 0.6751 (0.7721)  loss_giou_aux_0: 0.6999 (0.8313)  loss_giou_aux_1: 0.6783 (0.7964)  loss_giou_aux_2: 0.6722 (0.7832)  loss_giou_aux_3: 0.6780 (0.7774)  loss_giou_aux_4: 0.6664 (0.7744)  loss_giou_aux_5: 0.8315 (0.9511)  loss_giou_dn_0: 0.9073 (1.0181)  loss_giou_dn_1: 0.7911 (0.9115)  loss_giou_dn_2: 0.7556 (0.8746)  loss_giou_dn_3: 0.7385 (0.8593)  loss_giou_dn_4: 0.7345 (0.8562)  loss_giou_dn_5: 0.7345 (0.8566)  loss_vfl: 0.8684 (1.0126)  loss_vfl_aux_0: 0.9707 (1.0215)  loss_vfl_aux_1: 0.9414 (1.0304)  loss_vfl_aux_2: 0.9098 (1.0150)  loss_vfl_aux_3: 0.8587 (1.0047)  loss_vfl_aux_4: 0.8847 (1.0032)  loss_vfl_aux_5: 0.9305 (0.9981)  loss_vfl_dn_0: 0.5035 (0.4945)  loss_vfl_dn_1: 0.4995 (0.5074)  loss_vfl_dn_2: 0.4951 (0.5160)  loss_vfl_dn_3: 0.4903 (0.5258)  loss_vfl_dn_4: 0.4950 (0.5349)  loss_vfl_dn_5: 0.5022 (0.5419)  time: 0.4487  data: 0.0134  max mem: 5651
Epoch: [0]  [6000/7393]  eta: 0:10:43  lr: 0.000010  loss: 23.6835 (26.6708)  loss_bbox: 0.2509 (0.3204)  loss_bbox_aux_0: 0.2832 (0.3591)  loss_bbox_aux_1: 0.2577 (0.3340)  loss_bbox_aux_2: 0.2557 (0.3268)  loss_bbox_aux_3: 0.2489 (0.3234)  loss_bbox_aux_4: 0.2556 (0.3218)  loss_bbox_aux_5: 0.3671 (0.4497)  loss_bbox_dn_0: 0.4967 (0.5748)  loss_bbox_dn_1: 0.4262 (0.5061)  loss_bbox_dn_2: 0.3973 (0.4854)  loss_bbox_dn_3: 0.3887 (0.4785)  loss_bbox_dn_4: 0.3869 (0.4774)  loss_bbox_dn_5: 0.3870 (0.4774)  loss_giou: 0.6776 (0.7705)  loss_giou_aux_0: 0.7242 (0.8296)  loss_giou_aux_1: 0.7064 (0.7947)  loss_giou_aux_2: 0.6790 (0.7816)  loss_giou_aux_3: 0.7022 (0.7758)  loss_giou_aux_4: 0.6870 (0.7728)  loss_giou_aux_5: 0.8400 (0.9493)  loss_giou_dn_0: 0.8891 (1.0162)  loss_giou_dn_1: 0.7651 (0.9094)  loss_giou_dn_2: 0.7250 (0.8725)  loss_giou_dn_3: 0.7138 (0.8573)  loss_giou_dn_4: 0.7128 (0.8541)  loss_giou_dn_5: 0.7139 (0.8546)  loss_vfl: 0.9092 (1.0110)  loss_vfl_aux_0: 0.9911 (1.0212)  loss_vfl_aux_1: 1.0261 (1.0297)  loss_vfl_aux_2: 0.9524 (1.0141)  loss_vfl_aux_3: 0.9300 (1.0034)  loss_vfl_aux_4: 0.9152 (1.0018)  loss_vfl_aux_5: 0.9757 (0.9978)  loss_vfl_dn_0: 0.5031 (0.4946)  loss_vfl_dn_1: 0.4999 (0.5072)  loss_vfl_dn_2: 0.4924 (0.5156)  loss_vfl_dn_3: 0.4916 (0.5253)  loss_vfl_dn_4: 0.4969 (0.5344)  loss_vfl_dn_5: 0.5034 (0.5414)  time: 0.4460  data: 0.0138  max mem: 5651
Epoch: [0]  [6100/7393]  eta: 0:09:57  lr: 0.000010  loss: 23.7109 (26.6241)  loss_bbox: 0.2424 (0.3193)  loss_bbox_aux_0: 0.2616 (0.3579)  loss_bbox_aux_1: 0.2474 (0.3328)  loss_bbox_aux_2: 0.2481 (0.3257)  loss_bbox_aux_3: 0.2417 (0.3223)  loss_bbox_aux_4: 0.2432 (0.3207)  loss_bbox_aux_5: 0.3480 (0.4484)  loss_bbox_dn_0: 0.4712 (0.5737)  loss_bbox_dn_1: 0.3781 (0.5048)  loss_bbox_dn_2: 0.3516 (0.4841)  loss_bbox_dn_3: 0.3441 (0.4772)  loss_bbox_dn_4: 0.3393 (0.4761)  loss_bbox_dn_5: 0.3393 (0.4761)  loss_giou: 0.7174 (0.7690)  loss_giou_aux_0: 0.7664 (0.8279)  loss_giou_aux_1: 0.7387 (0.7931)  loss_giou_aux_2: 0.7233 (0.7800)  loss_giou_aux_3: 0.7152 (0.7743)  loss_giou_aux_4: 0.7192 (0.7713)  loss_giou_aux_5: 0.8395 (0.9477)  loss_giou_dn_0: 0.8980 (1.0145)  loss_giou_dn_1: 0.7858 (0.9075)  loss_giou_dn_2: 0.7514 (0.8706)  loss_giou_dn_3: 0.7396 (0.8554)  loss_giou_dn_4: 0.7341 (0.8522)  loss_giou_dn_5: 0.7345 (0.8527)  loss_vfl: 0.8804 (1.0094)  loss_vfl_aux_0: 1.0064 (1.0209)  loss_vfl_aux_1: 0.9662 (1.0292)  loss_vfl_aux_2: 0.9246 (1.0131)  loss_vfl_aux_3: 0.8980 (1.0020)  loss_vfl_aux_4: 0.8822 (1.0003)  loss_vfl_aux_5: 0.9503 (0.9977)  loss_vfl_dn_0: 0.4841 (0.4947)  loss_vfl_dn_1: 0.4918 (0.5070)  loss_vfl_dn_2: 0.4859 (0.5152)  loss_vfl_dn_3: 0.4900 (0.5247)  loss_vfl_dn_4: 0.4974 (0.5337)  loss_vfl_dn_5: 0.5120 (0.5408)  time: 0.4537  data: 0.0139  max mem: 5651
Epoch: [0]  [6200/7393]  eta: 0:09:10  lr: 0.000010  loss: 24.0102 (26.5786)  loss_bbox: 0.2646 (0.3183)  loss_bbox_aux_0: 0.2903 (0.3567)  loss_bbox_aux_1: 0.2794 (0.3317)  loss_bbox_aux_2: 0.2676 (0.3246)  loss_bbox_aux_3: 0.2649 (0.3213)  loss_bbox_aux_4: 0.2644 (0.3197)  loss_bbox_aux_5: 0.4021 (0.4471)  loss_bbox_dn_0: 0.4988 (0.5726)  loss_bbox_dn_1: 0.4295 (0.5036)  loss_bbox_dn_2: 0.4089 (0.4829)  loss_bbox_dn_3: 0.4025 (0.4760)  loss_bbox_dn_4: 0.4022 (0.4748)  loss_bbox_dn_5: 0.4023 (0.4748)  loss_giou: 0.6700 (0.7673)  loss_giou_aux_0: 0.7218 (0.8261)  loss_giou_aux_1: 0.7091 (0.7913)  loss_giou_aux_2: 0.6553 (0.7782)  loss_giou_aux_3: 0.6605 (0.7725)  loss_giou_aux_4: 0.6666 (0.7696)  loss_giou_aux_5: 0.8463 (0.9459)  loss_giou_dn_0: 0.9134 (1.0127)  loss_giou_dn_1: 0.8063 (0.9055)  loss_giou_dn_2: 0.7694 (0.8686)  loss_giou_dn_3: 0.7612 (0.8534)  loss_giou_dn_4: 0.7589 (0.8502)  loss_giou_dn_5: 0.7593 (0.8507)  loss_vfl: 0.9210 (1.0081)  loss_vfl_aux_0: 0.9924 (1.0210)  loss_vfl_aux_1: 0.9705 (1.0289)  loss_vfl_aux_2: 0.9485 (1.0123)  loss_vfl_aux_3: 0.9174 (1.0009)  loss_vfl_aux_4: 0.9161 (0.9991)  loss_vfl_aux_5: 0.9453 (0.9976)  loss_vfl_dn_0: 0.5056 (0.4948)  loss_vfl_dn_1: 0.4963 (0.5069)  loss_vfl_dn_2: 0.4863 (0.5149)  loss_vfl_dn_3: 0.4892 (0.5242)  loss_vfl_dn_4: 0.4982 (0.5333)  loss_vfl_dn_5: 0.5089 (0.5404)  time: 0.4486  data: 0.0139  max mem: 5651
Epoch: [0]  [6300/7393]  eta: 0:08:24  lr: 0.000010  loss: 23.3382 (26.5313)  loss_bbox: 0.2312 (0.3173)  loss_bbox_aux_0: 0.2700 (0.3554)  loss_bbox_aux_1: 0.2436 (0.3306)  loss_bbox_aux_2: 0.2390 (0.3235)  loss_bbox_aux_3: 0.2330 (0.3203)  loss_bbox_aux_4: 0.2409 (0.3187)  loss_bbox_aux_5: 0.3712 (0.4457)  loss_bbox_dn_0: 0.5255 (0.5715)  loss_bbox_dn_1: 0.4332 (0.5023)  loss_bbox_dn_2: 0.3959 (0.4815)  loss_bbox_dn_3: 0.3899 (0.4746)  loss_bbox_dn_4: 0.3892 (0.4735)  loss_bbox_dn_5: 0.3892 (0.4735)  loss_giou: 0.6417 (0.7657)  loss_giou_aux_0: 0.6900 (0.8242)  loss_giou_aux_1: 0.6592 (0.7895)  loss_giou_aux_2: 0.6539 (0.7765)  loss_giou_aux_3: 0.6528 (0.7708)  loss_giou_aux_4: 0.6487 (0.7679)  loss_giou_aux_5: 0.8316 (0.9440)  loss_giou_dn_0: 0.9162 (1.0110)  loss_giou_dn_1: 0.7901 (0.9035)  loss_giou_dn_2: 0.7553 (0.8665)  loss_giou_dn_3: 0.7367 (0.8514)  loss_giou_dn_4: 0.7325 (0.8482)  loss_giou_dn_5: 0.7324 (0.8486)  loss_vfl: 0.9704 (1.0066)  loss_vfl_aux_0: 1.0675 (1.0210)  loss_vfl_aux_1: 1.0401 (1.0286)  loss_vfl_aux_2: 0.9789 (1.0115)  loss_vfl_aux_3: 0.9583 (0.9998)  loss_vfl_aux_4: 0.9438 (0.9977)  loss_vfl_aux_5: 0.9881 (0.9976)  loss_vfl_dn_0: 0.5077 (0.4949)  loss_vfl_dn_1: 0.5004 (0.5067)  loss_vfl_dn_2: 0.4975 (0.5145)  loss_vfl_dn_3: 0.4977 (0.5237)  loss_vfl_dn_4: 0.5035 (0.5327)  loss_vfl_dn_5: 0.5156 (0.5398)  time: 0.4549  data: 0.0146  max mem: 5651
Epoch: [0]  [6400/7393]  eta: 0:07:38  lr: 0.000010  loss: 23.1229 (26.4818)  loss_bbox: 0.2279 (0.3162)  loss_bbox_aux_0: 0.2552 (0.3541)  loss_bbox_aux_1: 0.2346 (0.3293)  loss_bbox_aux_2: 0.2281 (0.3223)  loss_bbox_aux_3: 0.2303 (0.3191)  loss_bbox_aux_4: 0.2341 (0.3176)  loss_bbox_aux_5: 0.3099 (0.4442)  loss_bbox_dn_0: 0.4962 (0.5702)  loss_bbox_dn_1: 0.4164 (0.5009)  loss_bbox_dn_2: 0.3927 (0.4801)  loss_bbox_dn_3: 0.3859 (0.4732)  loss_bbox_dn_4: 0.3837 (0.4720)  loss_bbox_dn_5: 0.3838 (0.4720)  loss_giou: 0.6293 (0.7638)  loss_giou_aux_0: 0.6529 (0.8222)  loss_giou_aux_1: 0.6408 (0.7876)  loss_giou_aux_2: 0.6206 (0.7746)  loss_giou_aux_3: 0.6427 (0.7689)  loss_giou_aux_4: 0.6315 (0.7661)  loss_giou_aux_5: 0.7789 (0.9421)  loss_giou_dn_0: 0.8907 (1.0092)  loss_giou_dn_1: 0.7810 (0.9014)  loss_giou_dn_2: 0.7464 (0.8645)  loss_giou_dn_3: 0.7300 (0.8493)  loss_giou_dn_4: 0.7242 (0.8461)  loss_giou_dn_5: 0.7237 (0.8466)  loss_vfl: 0.8978 (1.0052)  loss_vfl_aux_0: 1.0506 (1.0209)  loss_vfl_aux_1: 0.9936 (1.0281)  loss_vfl_aux_2: 0.9557 (1.0107)  loss_vfl_aux_3: 0.9065 (0.9986)  loss_vfl_aux_4: 0.9100 (0.9964)  loss_vfl_aux_5: 1.0006 (0.9976)  loss_vfl_dn_0: 0.4980 (0.4950)  loss_vfl_dn_1: 0.4903 (0.5066)  loss_vfl_dn_2: 0.4815 (0.5141)  loss_vfl_dn_3: 0.4787 (0.5232)  loss_vfl_dn_4: 0.4953 (0.5322)  loss_vfl_dn_5: 0.5058 (0.5393)  time: 0.4577  data: 0.0138  max mem: 5651
Epoch: [0]  [6500/7393]  eta: 0:06:52  lr: 0.000010  loss: 23.2188 (26.4389)  loss_bbox: 0.2354 (0.3154)  loss_bbox_aux_0: 0.2529 (0.3530)  loss_bbox_aux_1: 0.2365 (0.3283)  loss_bbox_aux_2: 0.2248 (0.3214)  loss_bbox_aux_3: 0.2329 (0.3182)  loss_bbox_aux_4: 0.2419 (0.3168)  loss_bbox_aux_5: 0.3450 (0.4430)  loss_bbox_dn_0: 0.4151 (0.5693)  loss_bbox_dn_1: 0.3552 (0.4998)  loss_bbox_dn_2: 0.3369 (0.4790)  loss_bbox_dn_3: 0.3353 (0.4721)  loss_bbox_dn_4: 0.3384 (0.4709)  loss_bbox_dn_5: 0.3384 (0.4709)  loss_giou: 0.6831 (0.7624)  loss_giou_aux_0: 0.7339 (0.8206)  loss_giou_aux_1: 0.7105 (0.7861)  loss_giou_aux_2: 0.7014 (0.7731)  loss_giou_aux_3: 0.6895 (0.7675)  loss_giou_aux_4: 0.6863 (0.7646)  loss_giou_aux_5: 0.8530 (0.9404)  loss_giou_dn_0: 0.8962 (1.0075)  loss_giou_dn_1: 0.7735 (0.8996)  loss_giou_dn_2: 0.7389 (0.8626)  loss_giou_dn_3: 0.7299 (0.8475)  loss_giou_dn_4: 0.7253 (0.8443)  loss_giou_dn_5: 0.7255 (0.8448)  loss_vfl: 0.8263 (1.0037)  loss_vfl_aux_0: 0.9515 (1.0208)  loss_vfl_aux_1: 0.9143 (1.0275)  loss_vfl_aux_2: 0.8865 (1.0098)  loss_vfl_aux_3: 0.8440 (0.9973)  loss_vfl_aux_4: 0.8243 (0.9949)  loss_vfl_aux_5: 0.9097 (0.9975)  loss_vfl_dn_0: 0.4845 (0.4951)  loss_vfl_dn_1: 0.4925 (0.5064)  loss_vfl_dn_2: 0.4888 (0.5138)  loss_vfl_dn_3: 0.4839 (0.5227)  loss_vfl_dn_4: 0.4942 (0.5316)  loss_vfl_dn_5: 0.4999 (0.5388)  time: 0.4538  data: 0.0138  max mem: 5651
Epoch: [0]  [6600/7393]  eta: 0:06:05  lr: 0.000010  loss: 23.5944 (26.3937)  loss_bbox: 0.2489 (0.3144)  loss_bbox_aux_0: 0.2866 (0.3518)  loss_bbox_aux_1: 0.2655 (0.3273)  loss_bbox_aux_2: 0.2623 (0.3204)  loss_bbox_aux_3: 0.2492 (0.3172)  loss_bbox_aux_4: 0.2498 (0.3158)  loss_bbox_aux_5: 0.3569 (0.4417)  loss_bbox_dn_0: 0.4697 (0.5680)  loss_bbox_dn_1: 0.4006 (0.4984)  loss_bbox_dn_2: 0.3809 (0.4776)  loss_bbox_dn_3: 0.3720 (0.4707)  loss_bbox_dn_4: 0.3702 (0.4695)  loss_bbox_dn_5: 0.3701 (0.4695)  loss_giou: 0.6867 (0.7610)  loss_giou_aux_0: 0.7217 (0.8191)  loss_giou_aux_1: 0.7006 (0.7846)  loss_giou_aux_2: 0.6850 (0.7716)  loss_giou_aux_3: 0.6848 (0.7660)  loss_giou_aux_4: 0.6861 (0.7632)  loss_giou_aux_5: 0.8332 (0.9389)  loss_giou_dn_0: 0.8934 (1.0059)  loss_giou_dn_1: 0.7804 (0.8978)  loss_giou_dn_2: 0.7425 (0.8608)  loss_giou_dn_3: 0.7368 (0.8457)  loss_giou_dn_4: 0.7391 (0.8425)  loss_giou_dn_5: 0.7392 (0.8430)  loss_vfl: 0.8871 (1.0020)  loss_vfl_aux_0: 0.9792 (1.0204)  loss_vfl_aux_1: 0.9645 (1.0268)  loss_vfl_aux_2: 0.9387 (1.0087)  loss_vfl_aux_3: 0.8912 (0.9960)  loss_vfl_aux_4: 0.8897 (0.9933)  loss_vfl_aux_5: 0.9448 (0.9972)  loss_vfl_dn_0: 0.4918 (0.4952)  loss_vfl_dn_1: 0.4860 (0.5063)  loss_vfl_dn_2: 0.4909 (0.5134)  loss_vfl_dn_3: 0.4918 (0.5222)  loss_vfl_dn_4: 0.4973 (0.5311)  loss_vfl_dn_5: 0.5131 (0.5383)  time: 0.4492  data: 0.0136  max mem: 5651
Epoch: [0]  [6700/7393]  eta: 0:05:19  lr: 0.000010  loss: 23.9470 (26.3494)  loss_bbox: 0.2509 (0.3135)  loss_bbox_aux_0: 0.2794 (0.3507)  loss_bbox_aux_1: 0.2716 (0.3262)  loss_bbox_aux_2: 0.2597 (0.3194)  loss_bbox_aux_3: 0.2536 (0.3163)  loss_bbox_aux_4: 0.2539 (0.3149)  loss_bbox_aux_5: 0.3662 (0.4405)  loss_bbox_dn_0: 0.4719 (0.5668)  loss_bbox_dn_1: 0.4018 (0.4971)  loss_bbox_dn_2: 0.3866 (0.4763)  loss_bbox_dn_3: 0.3813 (0.4694)  loss_bbox_dn_4: 0.3771 (0.4682)  loss_bbox_dn_5: 0.3771 (0.4682)  loss_giou: 0.6174 (0.7596)  loss_giou_aux_0: 0.6864 (0.8176)  loss_giou_aux_1: 0.6351 (0.7831)  loss_giou_aux_2: 0.6318 (0.7702)  loss_giou_aux_3: 0.6183 (0.7646)  loss_giou_aux_4: 0.6195 (0.7618)  loss_giou_aux_5: 0.8071 (0.9374)  loss_giou_dn_0: 0.8725 (1.0042)  loss_giou_dn_1: 0.7567 (0.8959)  loss_giou_dn_2: 0.7066 (0.8590)  loss_giou_dn_3: 0.6849 (0.8440)  loss_giou_dn_4: 0.6830 (0.8408)  loss_giou_dn_5: 0.6836 (0.8412)  loss_vfl: 0.8683 (1.0005)  loss_vfl_aux_0: 0.9638 (1.0200)  loss_vfl_aux_1: 0.9460 (1.0262)  loss_vfl_aux_2: 0.8924 (1.0078)  loss_vfl_aux_3: 0.8438 (0.9947)  loss_vfl_aux_4: 0.8469 (0.9919)  loss_vfl_aux_5: 0.9832 (0.9969)  loss_vfl_dn_0: 0.5038 (0.4953)  loss_vfl_dn_1: 0.4958 (0.5061)  loss_vfl_dn_2: 0.4868 (0.5131)  loss_vfl_dn_3: 0.4939 (0.5217)  loss_vfl_dn_4: 0.4949 (0.5306)  loss_vfl_dn_5: 0.5080 (0.5378)  time: 0.4402  data: 0.0141  max mem: 5651
Epoch: [0]  [6800/7393]  eta: 0:04:33  lr: 0.000010  loss: 23.4440 (26.3063)  loss_bbox: 0.2534 (0.3126)  loss_bbox_aux_0: 0.2649 (0.3495)  loss_bbox_aux_1: 0.2442 (0.3251)  loss_bbox_aux_2: 0.2454 (0.3183)  loss_bbox_aux_3: 0.2565 (0.3153)  loss_bbox_aux_4: 0.2536 (0.3139)  loss_bbox_aux_5: 0.3543 (0.4391)  loss_bbox_dn_0: 0.4905 (0.5654)  loss_bbox_dn_1: 0.4395 (0.4956)  loss_bbox_dn_2: 0.4241 (0.4748)  loss_bbox_dn_3: 0.4187 (0.4679)  loss_bbox_dn_4: 0.4200 (0.4667)  loss_bbox_dn_5: 0.4200 (0.4667)  loss_giou: 0.6749 (0.7587)  loss_giou_aux_0: 0.7281 (0.8165)  loss_giou_aux_1: 0.6816 (0.7821)  loss_giou_aux_2: 0.6810 (0.7692)  loss_giou_aux_3: 0.6848 (0.7637)  loss_giou_aux_4: 0.6792 (0.7609)  loss_giou_aux_5: 0.8336 (0.9362)  loss_giou_dn_0: 0.8972 (1.0028)  loss_giou_dn_1: 0.7713 (0.8944)  loss_giou_dn_2: 0.7201 (0.8575)  loss_giou_dn_3: 0.7035 (0.8425)  loss_giou_dn_4: 0.6990 (0.8393)  loss_giou_dn_5: 0.6993 (0.8398)  loss_vfl: 0.8817 (0.9987)  loss_vfl_aux_0: 0.9804 (1.0193)  loss_vfl_aux_1: 0.9601 (1.0252)  loss_vfl_aux_2: 0.9217 (1.0066)  loss_vfl_aux_3: 0.8792 (0.9931)  loss_vfl_aux_4: 0.8681 (0.9902)  loss_vfl_aux_5: 0.9762 (0.9964)  loss_vfl_dn_0: 0.5001 (0.4953)  loss_vfl_dn_1: 0.4988 (0.5059)  loss_vfl_dn_2: 0.4880 (0.5127)  loss_vfl_dn_3: 0.4863 (0.5212)  loss_vfl_dn_4: 0.4934 (0.5300)  loss_vfl_dn_5: 0.5012 (0.5373)  time: 0.6797  data: 0.0147  max mem: 5651
Epoch: [0]  [6900/7393]  eta: 0:03:47  lr: 0.000010  loss: 23.7824 (26.2658)  loss_bbox: 0.2734 (0.3117)  loss_bbox_aux_0: 0.2904 (0.3484)  loss_bbox_aux_1: 0.2744 (0.3240)  loss_bbox_aux_2: 0.2721 (0.3173)  loss_bbox_aux_3: 0.2620 (0.3143)  loss_bbox_aux_4: 0.2692 (0.3130)  loss_bbox_aux_5: 0.3603 (0.4378)  loss_bbox_dn_0: 0.5099 (0.5642)  loss_bbox_dn_1: 0.4226 (0.4944)  loss_bbox_dn_2: 0.4008 (0.4736)  loss_bbox_dn_3: 0.3926 (0.4667)  loss_bbox_dn_4: 0.3912 (0.4655)  loss_bbox_dn_5: 0.3912 (0.4655)  loss_giou: 0.6432 (0.7575)  loss_giou_aux_0: 0.6764 (0.8151)  loss_giou_aux_1: 0.6374 (0.7808)  loss_giou_aux_2: 0.6412 (0.7679)  loss_giou_aux_3: 0.6537 (0.7625)  loss_giou_aux_4: 0.6434 (0.7597)  loss_giou_aux_5: 0.8154 (0.9349)  loss_giou_dn_0: 0.8852 (1.0014)  loss_giou_dn_1: 0.7664 (0.8929)  loss_giou_dn_2: 0.7256 (0.8560)  loss_giou_dn_3: 0.7173 (0.8411)  loss_giou_dn_4: 0.7156 (0.8379)  loss_giou_dn_5: 0.7163 (0.8383)  loss_vfl: 0.9183 (0.9973)  loss_vfl_aux_0: 1.0110 (1.0190)  loss_vfl_aux_1: 1.0068 (1.0247)  loss_vfl_aux_2: 0.9540 (1.0057)  loss_vfl_aux_3: 0.9223 (0.9919)  loss_vfl_aux_4: 0.9239 (0.9889)  loss_vfl_aux_5: 0.9743 (0.9959)  loss_vfl_dn_0: 0.4977 (0.4953)  loss_vfl_dn_1: 0.4926 (0.5057)  loss_vfl_dn_2: 0.4834 (0.5123)  loss_vfl_dn_3: 0.4865 (0.5206)  loss_vfl_dn_4: 0.4882 (0.5294)  loss_vfl_dn_5: 0.4975 (0.5367)  time: 0.4523  data: 0.0140  max mem: 5651
Epoch: [0]  [7000/7393]  eta: 0:03:01  lr: 0.000010  loss: 22.7757 (26.2193)  loss_bbox: 0.2212 (0.3106)  loss_bbox_aux_0: 0.2413 (0.3471)  loss_bbox_aux_1: 0.2204 (0.3229)  loss_bbox_aux_2: 0.2207 (0.3161)  loss_bbox_aux_3: 0.2145 (0.3132)  loss_bbox_aux_4: 0.2224 (0.3119)  loss_bbox_aux_5: 0.3208 (0.4364)  loss_bbox_dn_0: 0.4133 (0.5629)  loss_bbox_dn_1: 0.3336 (0.4930)  loss_bbox_dn_2: 0.3137 (0.4722)  loss_bbox_dn_3: 0.3067 (0.4653)  loss_bbox_dn_4: 0.3051 (0.4641)  loss_bbox_dn_5: 0.3049 (0.4641)  loss_giou: 0.6703 (0.7561)  loss_giou_aux_0: 0.7163 (0.8136)  loss_giou_aux_1: 0.6948 (0.7792)  loss_giou_aux_2: 0.6913 (0.7665)  loss_giou_aux_3: 0.6857 (0.7610)  loss_giou_aux_4: 0.6783 (0.7583)  loss_giou_aux_5: 0.8713 (0.9333)  loss_giou_dn_0: 0.9044 (0.9999)  loss_giou_dn_1: 0.7940 (0.8912)  loss_giou_dn_2: 0.7511 (0.8543)  loss_giou_dn_3: 0.7365 (0.8393)  loss_giou_dn_4: 0.7331 (0.8361)  loss_giou_dn_5: 0.7333 (0.8366)  loss_vfl: 0.8440 (0.9957)  loss_vfl_aux_0: 0.9271 (1.0185)  loss_vfl_aux_1: 0.9262 (1.0241)  loss_vfl_aux_2: 0.8745 (1.0046)  loss_vfl_aux_3: 0.8465 (0.9905)  loss_vfl_aux_4: 0.8479 (0.9874)  loss_vfl_aux_5: 0.9115 (0.9956)  loss_vfl_dn_0: 0.4917 (0.4954)  loss_vfl_dn_1: 0.4844 (0.5056)  loss_vfl_dn_2: 0.4794 (0.5119)  loss_vfl_dn_3: 0.4816 (0.5201)  loss_vfl_dn_4: 0.4879 (0.5288)  loss_vfl_dn_5: 0.4952 (0.5361)  time: 0.4661  data: 0.0139  max mem: 5651
Epoch: [0]  [7100/7393]  eta: 0:02:15  lr: 0.000010  loss: 23.5685 (26.1799)  loss_bbox: 0.2408 (0.3098)  loss_bbox_aux_0: 0.2726 (0.3461)  loss_bbox_aux_1: 0.2453 (0.3219)  loss_bbox_aux_2: 0.2436 (0.3152)  loss_bbox_aux_3: 0.2396 (0.3123)  loss_bbox_aux_4: 0.2381 (0.3110)  loss_bbox_aux_5: 0.3467 (0.4352)  loss_bbox_dn_0: 0.4721 (0.5618)  loss_bbox_dn_1: 0.3962 (0.4919)  loss_bbox_dn_2: 0.3869 (0.4710)  loss_bbox_dn_3: 0.3766 (0.4641)  loss_bbox_dn_4: 0.3716 (0.4630)  loss_bbox_dn_5: 0.3717 (0.4630)  loss_giou: 0.7189 (0.7549)  loss_giou_aux_0: 0.7760 (0.8122)  loss_giou_aux_1: 0.7325 (0.7779)  loss_giou_aux_2: 0.7277 (0.7652)  loss_giou_aux_3: 0.7314 (0.7598)  loss_giou_aux_4: 0.7223 (0.7571)  loss_giou_aux_5: 0.8626 (0.9319)  loss_giou_dn_0: 0.9191 (0.9984)  loss_giou_dn_1: 0.8124 (0.8895)  loss_giou_dn_2: 0.7785 (0.8526)  loss_giou_dn_3: 0.7621 (0.8378)  loss_giou_dn_4: 0.7610 (0.8346)  loss_giou_dn_5: 0.7617 (0.8350)  loss_vfl: 0.8597 (0.9942)  loss_vfl_aux_0: 0.9745 (1.0184)  loss_vfl_aux_1: 0.9895 (1.0236)  loss_vfl_aux_2: 0.9299 (1.0037)  loss_vfl_aux_3: 0.8835 (0.9892)  loss_vfl_aux_4: 0.8671 (0.9860)  loss_vfl_aux_5: 0.9300 (0.9955)  loss_vfl_dn_0: 0.4827 (0.4954)  loss_vfl_dn_1: 0.4791 (0.5054)  loss_vfl_dn_2: 0.4661 (0.5116)  loss_vfl_dn_3: 0.4700 (0.5196)  loss_vfl_dn_4: 0.4804 (0.5283)  loss_vfl_dn_5: 0.4852 (0.5356)  time: 0.4517  data: 0.0140  max mem: 5651
Epoch: [0]  [7200/7393]  eta: 0:01:29  lr: 0.000010  loss: 23.3731 (26.1431)  loss_bbox: 0.2399 (0.3090)  loss_bbox_aux_0: 0.2677 (0.3451)  loss_bbox_aux_1: 0.2438 (0.3210)  loss_bbox_aux_2: 0.2372 (0.3144)  loss_bbox_aux_3: 0.2436 (0.3115)  loss_bbox_aux_4: 0.2422 (0.3102)  loss_bbox_aux_5: 0.3506 (0.4342)  loss_bbox_dn_0: 0.5230 (0.5610)  loss_bbox_dn_1: 0.4402 (0.4910)  loss_bbox_dn_2: 0.4145 (0.4701)  loss_bbox_dn_3: 0.4065 (0.4632)  loss_bbox_dn_4: 0.4029 (0.4620)  loss_bbox_dn_5: 0.4027 (0.4620)  loss_giou: 0.6826 (0.7536)  loss_giou_aux_0: 0.7182 (0.8107)  loss_giou_aux_1: 0.6826 (0.7765)  loss_giou_aux_2: 0.6653 (0.7638)  loss_giou_aux_3: 0.6798 (0.7585)  loss_giou_aux_4: 0.6796 (0.7558)  loss_giou_aux_5: 0.8356 (0.9304)  loss_giou_dn_0: 0.8733 (0.9969)  loss_giou_dn_1: 0.7568 (0.8879)  loss_giou_dn_2: 0.7142 (0.8511)  loss_giou_dn_3: 0.6985 (0.8362)  loss_giou_dn_4: 0.6938 (0.8330)  loss_giou_dn_5: 0.6936 (0.8335)  loss_vfl: 0.9017 (0.9929)  loss_vfl_aux_0: 1.0185 (1.0185)  loss_vfl_aux_1: 0.9898 (1.0234)  loss_vfl_aux_2: 0.9519 (1.0030)  loss_vfl_aux_3: 0.8904 (0.9882)  loss_vfl_aux_4: 0.9087 (0.9849)  loss_vfl_aux_5: 0.9878 (0.9955)  loss_vfl_dn_0: 0.4996 (0.4956)  loss_vfl_dn_1: 0.4957 (0.5053)  loss_vfl_dn_2: 0.4880 (0.5113)  loss_vfl_dn_3: 0.4802 (0.5191)  loss_vfl_dn_4: 0.4911 (0.5278)  loss_vfl_dn_5: 0.5005 (0.5351)  time: 0.4510  data: 0.0136  max mem: 5651
Epoch: [0]  [7300/7393]  eta: 0:00:42  lr: 0.000010  loss: 22.8424 (26.1005)  loss_bbox: 0.2268 (0.3080)  loss_bbox_aux_0: 0.2339 (0.3439)  loss_bbox_aux_1: 0.2286 (0.3199)  loss_bbox_aux_2: 0.2288 (0.3133)  loss_bbox_aux_3: 0.2278 (0.3105)  loss_bbox_aux_4: 0.2281 (0.3093)  loss_bbox_aux_5: 0.3201 (0.4328)  loss_bbox_dn_0: 0.4254 (0.5598)  loss_bbox_dn_1: 0.3442 (0.4897)  loss_bbox_dn_2: 0.3185 (0.4688)  loss_bbox_dn_3: 0.3111 (0.4619)  loss_bbox_dn_4: 0.3105 (0.4607)  loss_bbox_dn_5: 0.3102 (0.4607)  loss_giou: 0.6316 (0.7523)  loss_giou_aux_0: 0.6776 (0.8093)  loss_giou_aux_1: 0.6406 (0.7751)  loss_giou_aux_2: 0.6480 (0.7625)  loss_giou_aux_3: 0.6440 (0.7572)  loss_giou_aux_4: 0.6389 (0.7545)  loss_giou_aux_5: 0.7885 (0.9290)  loss_giou_dn_0: 0.8663 (0.9954)  loss_giou_dn_1: 0.7446 (0.8863)  loss_giou_dn_2: 0.7050 (0.8494)  loss_giou_dn_3: 0.6912 (0.8346)  loss_giou_dn_4: 0.6863 (0.8314)  loss_giou_dn_5: 0.6868 (0.8318)  loss_vfl: 0.8519 (0.9915)  loss_vfl_aux_0: 0.9566 (1.0181)  loss_vfl_aux_1: 0.9336 (1.0229)  loss_vfl_aux_2: 0.8945 (1.0020)  loss_vfl_aux_3: 0.8670 (0.9869)  loss_vfl_aux_4: 0.8683 (0.9835)  loss_vfl_aux_5: 0.9472 (0.9952)  loss_vfl_dn_0: 0.4951 (0.4956)  loss_vfl_dn_1: 0.4879 (0.5051)  loss_vfl_dn_2: 0.4874 (0.5110)  loss_vfl_dn_3: 0.4857 (0.5187)  loss_vfl_dn_4: 0.4908 (0.5273)  loss_vfl_dn_5: 0.5053 (0.5346)  time: 0.4642  data: 0.0138  max mem: 5651
Epoch: [0]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 23.7569 (26.0680)  loss_bbox: 0.2262 (0.3073)  loss_bbox_aux_0: 0.2694 (0.3431)  loss_bbox_aux_1: 0.2485 (0.3192)  loss_bbox_aux_2: 0.2265 (0.3126)  loss_bbox_aux_3: 0.2257 (0.3097)  loss_bbox_aux_4: 0.2281 (0.3086)  loss_bbox_aux_5: 0.3455 (0.4318)  loss_bbox_dn_0: 0.4723 (0.5589)  loss_bbox_dn_1: 0.4004 (0.4888)  loss_bbox_dn_2: 0.3862 (0.4679)  loss_bbox_dn_3: 0.3807 (0.4610)  loss_bbox_dn_4: 0.3805 (0.4598)  loss_bbox_dn_5: 0.3805 (0.4598)  loss_giou: 0.6646 (0.7513)  loss_giou_aux_0: 0.6901 (0.8081)  loss_giou_aux_1: 0.6848 (0.7740)  loss_giou_aux_2: 0.6660 (0.7614)  loss_giou_aux_3: 0.6677 (0.7561)  loss_giou_aux_4: 0.6657 (0.7534)  loss_giou_aux_5: 0.8068 (0.9279)  loss_giou_dn_0: 0.8856 (0.9942)  loss_giou_dn_1: 0.7634 (0.8849)  loss_giou_dn_2: 0.7257 (0.8481)  loss_giou_dn_3: 0.7091 (0.8333)  loss_giou_dn_4: 0.7068 (0.8301)  loss_giou_dn_5: 0.7069 (0.8305)  loss_vfl: 0.8790 (0.9904)  loss_vfl_aux_0: 0.9853 (1.0180)  loss_vfl_aux_1: 0.9369 (1.0224)  loss_vfl_aux_2: 0.9389 (1.0013)  loss_vfl_aux_3: 0.8979 (0.9860)  loss_vfl_aux_4: 0.8864 (0.9825)  loss_vfl_aux_5: 0.9939 (0.9951)  loss_vfl_dn_0: 0.5035 (0.4957)  loss_vfl_dn_1: 0.4924 (0.5050)  loss_vfl_dn_2: 0.4766 (0.5107)  loss_vfl_dn_3: 0.4745 (0.5183)  loss_vfl_dn_4: 0.4810 (0.5269)  loss_vfl_dn_5: 0.4895 (0.5342)  time: 0.4557  data: 0.0139  max mem: 5651
Epoch: [0] Total time: 0:56:55 (0.4620 s / it)
Averaged stats: lr: 0.000010  loss: 23.7569 (26.0680)  loss_bbox: 0.2262 (0.3073)  loss_bbox_aux_0: 0.2694 (0.3431)  loss_bbox_aux_1: 0.2485 (0.3192)  loss_bbox_aux_2: 0.2265 (0.3126)  loss_bbox_aux_3: 0.2257 (0.3097)  loss_bbox_aux_4: 0.2281 (0.3086)  loss_bbox_aux_5: 0.3455 (0.4318)  loss_bbox_dn_0: 0.4723 (0.5589)  loss_bbox_dn_1: 0.4004 (0.4888)  loss_bbox_dn_2: 0.3862 (0.4679)  loss_bbox_dn_3: 0.3807 (0.4610)  loss_bbox_dn_4: 0.3805 (0.4598)  loss_bbox_dn_5: 0.3805 (0.4598)  loss_giou: 0.6646 (0.7513)  loss_giou_aux_0: 0.6901 (0.8081)  loss_giou_aux_1: 0.6848 (0.7740)  loss_giou_aux_2: 0.6660 (0.7614)  loss_giou_aux_3: 0.6677 (0.7561)  loss_giou_aux_4: 0.6657 (0.7534)  loss_giou_aux_5: 0.8068 (0.9279)  loss_giou_dn_0: 0.8856 (0.9942)  loss_giou_dn_1: 0.7634 (0.8849)  loss_giou_dn_2: 0.7257 (0.8481)  loss_giou_dn_3: 0.7091 (0.8333)  loss_giou_dn_4: 0.7068 (0.8301)  loss_giou_dn_5: 0.7069 (0.8305)  loss_vfl: 0.8790 (0.9904)  loss_vfl_aux_0: 0.9853 (1.0180)  loss_vfl_aux_1: 0.9369 (1.0224)  loss_vfl_aux_2: 0.9389 (1.0013)  loss_vfl_aux_3: 0.8979 (0.9860)  loss_vfl_aux_4: 0.8864 (0.9825)  loss_vfl_aux_5: 0.9939 (0.9951)  loss_vfl_dn_0: 0.5035 (0.4957)  loss_vfl_dn_1: 0.4924 (0.5050)  loss_vfl_dn_2: 0.4766 (0.5107)  loss_vfl_dn_3: 0.4745 (0.5183)  loss_vfl_dn_4: 0.4810 (0.5269)  loss_vfl_dn_5: 0.4895 (0.5342)
Test:  [  0/157]  eta: 0:02:54    time: 1.1119  data: 0.7227  max mem: 5651
Test:  [ 10/157]  eta: 0:01:04    time: 0.4361  data: 0.0909  max mem: 5651
Test:  [ 20/157]  eta: 0:00:54    time: 0.3652  data: 0.0274  max mem: 5651
Test:  [ 30/157]  eta: 0:01:02    time: 0.5202  data: 0.0265  max mem: 5651
Test:  [ 40/157]  eta: 0:00:53    time: 0.5241  data: 0.0265  max mem: 5651
Test:  [ 50/157]  eta: 0:00:47    time: 0.3736  data: 0.0268  max mem: 5651
Test:  [ 60/157]  eta: 0:00:42    time: 0.3790  data: 0.0271  max mem: 5651
Test:  [ 70/157]  eta: 0:00:36    time: 0.3711  data: 0.0269  max mem: 5651
Test:  [ 80/157]  eta: 0:00:32    time: 0.3736  data: 0.0265  max mem: 5651
Test:  [ 90/157]  eta: 0:00:27    time: 0.3786  data: 0.0264  max mem: 5651
Test:  [100/157]  eta: 0:00:23    time: 0.3691  data: 0.0263  max mem: 5651
Test:  [110/157]  eta: 0:00:20    time: 0.4930  data: 0.0265  max mem: 5651
Test:  [120/157]  eta: 0:00:15    time: 0.4933  data: 0.0267  max mem: 5651
Test:  [130/157]  eta: 0:00:11    time: 0.3689  data: 0.0262  max mem: 5651
Test:  [140/157]  eta: 0:00:07    time: 0.3657  data: 0.0264  max mem: 5651
Test:  [150/157]  eta: 0:00:02    time: 0.3566  data: 0.0268  max mem: 5651
Test:  [156/157]  eta: 0:00:00    time: 0.3480  data: 0.0256  max mem: 5651
Test: Total time: 0:01:04 (0.4094 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=28.60s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.324
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.468
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.351
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.169
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.357
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.462
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.300
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.504
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.593
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.343
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.640
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.821
best_stat:  {'epoch': 0, 'coco_eval_bbox': 0.3242537916025422}
Epoch: [1]  [   0/7393]  eta: 3:01:09  lr: 0.000010  loss: 22.2940 (22.2940)  loss_bbox: 0.2188 (0.2188)  loss_bbox_aux_0: 0.2329 (0.2329)  loss_bbox_aux_1: 0.2156 (0.2156)  loss_bbox_aux_2: 0.2121 (0.2121)  loss_bbox_aux_3: 0.2155 (0.2155)  loss_bbox_aux_4: 0.2175 (0.2175)  loss_bbox_aux_5: 0.3208 (0.3208)  loss_bbox_dn_0: 0.5460 (0.5460)  loss_bbox_dn_1: 0.4892 (0.4892)  loss_bbox_dn_2: 0.4648 (0.4648)  loss_bbox_dn_3: 0.4594 (0.4594)  loss_bbox_dn_4: 0.4576 (0.4576)  loss_bbox_dn_5: 0.4577 (0.4577)  loss_giou: 0.5538 (0.5538)  loss_giou_aux_0: 0.5946 (0.5946)  loss_giou_aux_1: 0.5582 (0.5582)  loss_giou_aux_2: 0.5526 (0.5526)  loss_giou_aux_3: 0.5501 (0.5501)  loss_giou_aux_4: 0.5521 (0.5521)  loss_giou_aux_5: 0.7132 (0.7132)  loss_giou_dn_0: 0.8205 (0.8205)  loss_giou_dn_1: 0.6921 (0.6921)  loss_giou_dn_2: 0.6612 (0.6612)  loss_giou_dn_3: 0.6440 (0.6440)  loss_giou_dn_4: 0.6394 (0.6394)  loss_giou_dn_5: 0.6394 (0.6394)  loss_vfl: 0.8987 (0.8987)  loss_vfl_aux_0: 1.0209 (1.0209)  loss_vfl_aux_1: 0.9918 (0.9918)  loss_vfl_aux_2: 0.9465 (0.9465)  loss_vfl_aux_3: 0.9123 (0.9123)  loss_vfl_aux_4: 0.9061 (0.9061)  loss_vfl_aux_5: 0.9909 (0.9909)  loss_vfl_dn_0: 0.5112 (0.5112)  loss_vfl_dn_1: 0.4995 (0.4995)  loss_vfl_dn_2: 0.4853 (0.4853)  loss_vfl_dn_3: 0.4808 (0.4808)  loss_vfl_dn_4: 0.4830 (0.4830)  loss_vfl_dn_5: 0.4879 (0.4879)  time: 1.4702  data: 0.9642  max mem: 5651
Epoch: [1]  [ 100/7393]  eta: 0:58:58  lr: 0.000010  loss: 22.9756 (23.0316)  loss_bbox: 0.2348 (0.2460)  loss_bbox_aux_0: 0.2504 (0.2665)  loss_bbox_aux_1: 0.2578 (0.2493)  loss_bbox_aux_2: 0.2489 (0.2489)  loss_bbox_aux_3: 0.2326 (0.2461)  loss_bbox_aux_4: 0.2303 (0.2463)  loss_bbox_aux_5: 0.3394 (0.3441)  loss_bbox_dn_0: 0.4928 (0.4784)  loss_bbox_dn_1: 0.3949 (0.4023)  loss_bbox_dn_2: 0.3646 (0.3806)  loss_bbox_dn_3: 0.3621 (0.3737)  loss_bbox_dn_4: 0.3610 (0.3723)  loss_bbox_dn_5: 0.3611 (0.3723)  loss_giou: 0.6320 (0.6562)  loss_giou_aux_0: 0.6601 (0.6988)  loss_giou_aux_1: 0.6344 (0.6707)  loss_giou_aux_2: 0.6465 (0.6627)  loss_giou_aux_3: 0.6281 (0.6577)  loss_giou_aux_4: 0.6309 (0.6566)  loss_giou_aux_5: 0.8108 (0.8188)  loss_giou_dn_0: 0.8772 (0.8785)  loss_giou_dn_1: 0.7489 (0.7601)  loss_giou_dn_2: 0.7205 (0.7240)  loss_giou_dn_3: 0.7053 (0.7117)  loss_giou_dn_4: 0.7031 (0.7086)  loss_giou_dn_5: 0.7028 (0.7088)  loss_vfl: 0.8823 (0.8853)  loss_vfl_aux_0: 0.9727 (0.9996)  loss_vfl_aux_1: 0.9494 (0.9773)  loss_vfl_aux_2: 0.9427 (0.9255)  loss_vfl_aux_3: 0.8939 (0.8952)  loss_vfl_aux_4: 0.8778 (0.8839)  loss_vfl_aux_5: 0.9707 (0.9804)  loss_vfl_dn_0: 0.5039 (0.5018)  loss_vfl_dn_1: 0.4889 (0.4936)  loss_vfl_dn_2: 0.4796 (0.4851)  loss_vfl_dn_3: 0.4779 (0.4827)  loss_vfl_dn_4: 0.4761 (0.4869)  loss_vfl_dn_5: 0.4815 (0.4942)  time: 0.4788  data: 0.0168  max mem: 5651
Epoch: [1]  [ 200/7393]  eta: 0:57:31  lr: 0.000010  loss: 23.0353 (23.0190)  loss_bbox: 0.2333 (0.2459)  loss_bbox_aux_0: 0.2565 (0.2689)  loss_bbox_aux_1: 0.2451 (0.2496)  loss_bbox_aux_2: 0.2393 (0.2478)  loss_bbox_aux_3: 0.2342 (0.2452)  loss_bbox_aux_4: 0.2342 (0.2458)  loss_bbox_aux_5: 0.3301 (0.3468)  loss_bbox_dn_0: 0.4458 (0.4804)  loss_bbox_dn_1: 0.3853 (0.4024)  loss_bbox_dn_2: 0.3590 (0.3805)  loss_bbox_dn_3: 0.3546 (0.3739)  loss_bbox_dn_4: 0.3545 (0.3726)  loss_bbox_dn_5: 0.3547 (0.3726)  loss_giou: 0.6792 (0.6557)  loss_giou_aux_0: 0.6923 (0.7023)  loss_giou_aux_1: 0.6796 (0.6710)  loss_giou_aux_2: 0.6730 (0.6611)  loss_giou_aux_3: 0.6778 (0.6572)  loss_giou_aux_4: 0.6804 (0.6562)  loss_giou_aux_5: 0.8141 (0.8212)  loss_giou_dn_0: 0.8923 (0.8771)  loss_giou_dn_1: 0.7706 (0.7566)  loss_giou_dn_2: 0.7357 (0.7208)  loss_giou_dn_3: 0.7177 (0.7085)  loss_giou_dn_4: 0.7154 (0.7055)  loss_giou_dn_5: 0.7155 (0.7056)  loss_vfl: 0.8337 (0.8842)  loss_vfl_aux_0: 0.9481 (0.9957)  loss_vfl_aux_1: 0.9537 (0.9808)  loss_vfl_aux_2: 0.9113 (0.9296)  loss_vfl_aux_3: 0.8734 (0.8974)  loss_vfl_aux_4: 0.8399 (0.8839)  loss_vfl_aux_5: 0.9396 (0.9850)  loss_vfl_dn_0: 0.4889 (0.5003)  loss_vfl_dn_1: 0.4847 (0.4916)  loss_vfl_dn_2: 0.4759 (0.4826)  loss_vfl_dn_3: 0.4725 (0.4802)  loss_vfl_dn_4: 0.4743 (0.4849)  loss_vfl_dn_5: 0.4802 (0.4917)  time: 0.4704  data: 0.0170  max mem: 5651
Epoch: [1]  [ 300/7393]  eta: 0:56:35  lr: 0.000010  loss: 22.9531 (23.0157)  loss_bbox: 0.2490 (0.2470)  loss_bbox_aux_0: 0.2818 (0.2694)  loss_bbox_aux_1: 0.2613 (0.2511)  loss_bbox_aux_2: 0.2590 (0.2492)  loss_bbox_aux_3: 0.2543 (0.2465)  loss_bbox_aux_4: 0.2495 (0.2468)  loss_bbox_aux_5: 0.3745 (0.3462)  loss_bbox_dn_0: 0.4658 (0.4749)  loss_bbox_dn_1: 0.3870 (0.3983)  loss_bbox_dn_2: 0.3688 (0.3766)  loss_bbox_dn_3: 0.3628 (0.3702)  loss_bbox_dn_4: 0.3622 (0.3690)  loss_bbox_dn_5: 0.3623 (0.3690)  loss_giou: 0.6830 (0.6618)  loss_giou_aux_0: 0.7195 (0.7082)  loss_giou_aux_1: 0.6997 (0.6775)  loss_giou_aux_2: 0.6834 (0.6679)  loss_giou_aux_3: 0.6859 (0.6638)  loss_giou_aux_4: 0.6821 (0.6623)  loss_giou_aux_5: 0.8612 (0.8275)  loss_giou_dn_0: 0.8859 (0.8803)  loss_giou_dn_1: 0.7687 (0.7609)  loss_giou_dn_2: 0.7315 (0.7251)  loss_giou_dn_3: 0.7240 (0.7130)  loss_giou_dn_4: 0.7211 (0.7100)  loss_giou_dn_5: 0.7214 (0.7102)  loss_vfl: 0.8744 (0.8786)  loss_vfl_aux_0: 0.9452 (0.9871)  loss_vfl_aux_1: 0.9370 (0.9710)  loss_vfl_aux_2: 0.8818 (0.9216)  loss_vfl_aux_3: 0.8857 (0.8908)  loss_vfl_aux_4: 0.8619 (0.8787)  loss_vfl_aux_5: 0.9234 (0.9764)  loss_vfl_dn_0: 0.4910 (0.4997)  loss_vfl_dn_1: 0.4822 (0.4906)  loss_vfl_dn_2: 0.4760 (0.4825)  loss_vfl_dn_3: 0.4810 (0.4798)  loss_vfl_dn_4: 0.4763 (0.4844)  loss_vfl_dn_5: 0.4851 (0.4916)  time: 0.4756  data: 0.0177  max mem: 5651
Epoch: [1]  [ 400/7393]  eta: 0:55:40  lr: 0.000010  loss: 22.5585 (23.0441)  loss_bbox: 0.2306 (0.2478)  loss_bbox_aux_0: 0.2525 (0.2696)  loss_bbox_aux_1: 0.2351 (0.2516)  loss_bbox_aux_2: 0.2298 (0.2490)  loss_bbox_aux_3: 0.2296 (0.2472)  loss_bbox_aux_4: 0.2300 (0.2477)  loss_bbox_aux_5: 0.3188 (0.3480)  loss_bbox_dn_0: 0.4285 (0.4786)  loss_bbox_dn_1: 0.3512 (0.4011)  loss_bbox_dn_2: 0.3251 (0.3790)  loss_bbox_dn_3: 0.3174 (0.3725)  loss_bbox_dn_4: 0.3171 (0.3713)  loss_bbox_dn_5: 0.3171 (0.3712)  loss_giou: 0.6624 (0.6595)  loss_giou_aux_0: 0.7045 (0.7056)  loss_giou_aux_1: 0.6745 (0.6745)  loss_giou_aux_2: 0.6707 (0.6652)  loss_giou_aux_3: 0.6669 (0.6612)  loss_giou_aux_4: 0.6655 (0.6598)  loss_giou_aux_5: 0.8342 (0.8251)  loss_giou_dn_0: 0.9000 (0.8807)  loss_giou_dn_1: 0.7812 (0.7607)  loss_giou_dn_2: 0.7390 (0.7248)  loss_giou_dn_3: 0.7266 (0.7127)  loss_giou_dn_4: 0.7224 (0.7097)  loss_giou_dn_5: 0.7228 (0.7099)  loss_vfl: 0.8681 (0.8802)  loss_vfl_aux_0: 0.9337 (0.9923)  loss_vfl_aux_1: 0.9457 (0.9750)  loss_vfl_aux_2: 0.9009 (0.9247)  loss_vfl_aux_3: 0.8748 (0.8926)  loss_vfl_aux_4: 0.8588 (0.8804)  loss_vfl_aux_5: 0.9342 (0.9783)  loss_vfl_dn_0: 0.4973 (0.4999)  loss_vfl_dn_1: 0.4951 (0.4915)  loss_vfl_dn_2: 0.4897 (0.4841)  loss_vfl_dn_3: 0.4812 (0.4813)  loss_vfl_dn_4: 0.4883 (0.4862)  loss_vfl_dn_5: 0.4966 (0.4936)  time: 0.4646  data: 0.0173  max mem: 5651
Epoch: [1]  [ 500/7393]  eta: 0:54:54  lr: 0.000010  loss: 23.1965 (23.0322)  loss_bbox: 0.2456 (0.2472)  loss_bbox_aux_0: 0.2674 (0.2688)  loss_bbox_aux_1: 0.2418 (0.2510)  loss_bbox_aux_2: 0.2490 (0.2486)  loss_bbox_aux_3: 0.2492 (0.2468)  loss_bbox_aux_4: 0.2381 (0.2472)  loss_bbox_aux_5: 0.3568 (0.3470)  loss_bbox_dn_0: 0.4444 (0.4761)  loss_bbox_dn_1: 0.3835 (0.3991)  loss_bbox_dn_2: 0.3615 (0.3773)  loss_bbox_dn_3: 0.3559 (0.3708)  loss_bbox_dn_4: 0.3544 (0.3696)  loss_bbox_dn_5: 0.3543 (0.3696)  loss_giou: 0.6988 (0.6622)  loss_giou_aux_0: 0.7735 (0.7074)  loss_giou_aux_1: 0.7245 (0.6777)  loss_giou_aux_2: 0.7074 (0.6682)  loss_giou_aux_3: 0.7037 (0.6640)  loss_giou_aux_4: 0.7019 (0.6628)  loss_giou_aux_5: 0.8939 (0.8271)  loss_giou_dn_0: 0.8977 (0.8827)  loss_giou_dn_1: 0.7780 (0.7629)  loss_giou_dn_2: 0.7424 (0.7271)  loss_giou_dn_3: 0.7341 (0.7151)  loss_giou_dn_4: 0.7327 (0.7121)  loss_giou_dn_5: 0.7329 (0.7123)  loss_vfl: 0.8393 (0.8773)  loss_vfl_aux_0: 0.9143 (0.9883)  loss_vfl_aux_1: 0.9028 (0.9708)  loss_vfl_aux_2: 0.8680 (0.9207)  loss_vfl_aux_3: 0.8462 (0.8890)  loss_vfl_aux_4: 0.8319 (0.8769)  loss_vfl_aux_5: 0.9285 (0.9740)  loss_vfl_dn_0: 0.4985 (0.4995)  loss_vfl_dn_1: 0.4886 (0.4914)  loss_vfl_dn_2: 0.4806 (0.4837)  loss_vfl_dn_3: 0.4782 (0.4810)  loss_vfl_dn_4: 0.4798 (0.4856)  loss_vfl_dn_5: 0.4889 (0.4931)  time: 0.4689  data: 0.0172  max mem: 5651
Epoch: [1]  [ 600/7393]  eta: 0:54:03  lr: 0.000010  loss: 22.5957 (23.0578)  loss_bbox: 0.2364 (0.2482)  loss_bbox_aux_0: 0.2582 (0.2699)  loss_bbox_aux_1: 0.2409 (0.2520)  loss_bbox_aux_2: 0.2355 (0.2493)  loss_bbox_aux_3: 0.2378 (0.2477)  loss_bbox_aux_4: 0.2423 (0.2483)  loss_bbox_aux_5: 0.3227 (0.3477)  loss_bbox_dn_0: 0.4473 (0.4807)  loss_bbox_dn_1: 0.3702 (0.4034)  loss_bbox_dn_2: 0.3496 (0.3818)  loss_bbox_dn_3: 0.3426 (0.3753)  loss_bbox_dn_4: 0.3425 (0.3741)  loss_bbox_dn_5: 0.3423 (0.3741)  loss_giou: 0.6604 (0.6579)  loss_giou_aux_0: 0.7045 (0.7040)  loss_giou_aux_1: 0.6900 (0.6737)  loss_giou_aux_2: 0.6724 (0.6642)  loss_giou_aux_3: 0.6629 (0.6597)  loss_giou_aux_4: 0.6682 (0.6586)  loss_giou_aux_5: 0.8205 (0.8222)  loss_giou_dn_0: 0.8811 (0.8813)  loss_giou_dn_1: 0.7641 (0.7611)  loss_giou_dn_2: 0.7258 (0.7255)  loss_giou_dn_3: 0.7112 (0.7134)  loss_giou_dn_4: 0.7101 (0.7104)  loss_giou_dn_5: 0.7100 (0.7106)  loss_vfl: 0.8517 (0.8815)  loss_vfl_aux_0: 0.9978 (0.9922)  loss_vfl_aux_1: 0.9579 (0.9761)  loss_vfl_aux_2: 0.9031 (0.9255)  loss_vfl_aux_3: 0.8698 (0.8928)  loss_vfl_aux_4: 0.8628 (0.8808)  loss_vfl_aux_5: 0.9610 (0.9787)  loss_vfl_dn_0: 0.4894 (0.4995)  loss_vfl_dn_1: 0.4835 (0.4916)  loss_vfl_dn_2: 0.4830 (0.4838)  loss_vfl_dn_3: 0.4767 (0.4811)  loss_vfl_dn_4: 0.4824 (0.4857)  loss_vfl_dn_5: 0.4913 (0.4931)  time: 0.4722  data: 0.0177  max mem: 5651
Epoch: [1]  [ 700/7393]  eta: 0:53:12  lr: 0.000010  loss: 22.4260 (23.0336)  loss_bbox: 0.2106 (0.2472)  loss_bbox_aux_0: 0.2311 (0.2689)  loss_bbox_aux_1: 0.2176 (0.2509)  loss_bbox_aux_2: 0.2129 (0.2483)  loss_bbox_aux_3: 0.2136 (0.2468)  loss_bbox_aux_4: 0.2129 (0.2474)  loss_bbox_aux_5: 0.3038 (0.3469)  loss_bbox_dn_0: 0.3977 (0.4792)  loss_bbox_dn_1: 0.3197 (0.4020)  loss_bbox_dn_2: 0.3032 (0.3804)  loss_bbox_dn_3: 0.2996 (0.3739)  loss_bbox_dn_4: 0.3001 (0.3727)  loss_bbox_dn_5: 0.3003 (0.3727)  loss_giou: 0.6636 (0.6569)  loss_giou_aux_0: 0.7170 (0.7033)  loss_giou_aux_1: 0.6971 (0.6729)  loss_giou_aux_2: 0.6743 (0.6634)  loss_giou_aux_3: 0.6659 (0.6588)  loss_giou_aux_4: 0.6586 (0.6576)  loss_giou_aux_5: 0.8258 (0.8213)  loss_giou_dn_0: 0.8724 (0.8805)  loss_giou_dn_1: 0.7535 (0.7604)  loss_giou_dn_2: 0.7212 (0.7247)  loss_giou_dn_3: 0.7150 (0.7128)  loss_giou_dn_4: 0.7112 (0.7098)  loss_giou_dn_5: 0.7110 (0.7099)  loss_vfl: 0.8513 (0.8818)  loss_vfl_aux_0: 0.9762 (0.9931)  loss_vfl_aux_1: 0.9766 (0.9779)  loss_vfl_aux_2: 0.9244 (0.9259)  loss_vfl_aux_3: 0.8761 (0.8930)  loss_vfl_aux_4: 0.8711 (0.8813)  loss_vfl_aux_5: 0.9465 (0.9771)  loss_vfl_dn_0: 0.4929 (0.4997)  loss_vfl_dn_1: 0.4913 (0.4914)  loss_vfl_dn_2: 0.4826 (0.4836)  loss_vfl_dn_3: 0.4803 (0.4810)  loss_vfl_dn_4: 0.4823 (0.4855)  loss_vfl_dn_5: 0.4845 (0.4928)  time: 0.4660  data: 0.0166  max mem: 5651
Epoch: [1]  [ 800/7393]  eta: 0:52:22  lr: 0.000010  loss: 22.7161 (23.0118)  loss_bbox: 0.2240 (0.2461)  loss_bbox_aux_0: 0.2481 (0.2672)  loss_bbox_aux_1: 0.2246 (0.2496)  loss_bbox_aux_2: 0.2274 (0.2471)  loss_bbox_aux_3: 0.2176 (0.2457)  loss_bbox_aux_4: 0.2271 (0.2464)  loss_bbox_aux_5: 0.3164 (0.3448)  loss_bbox_dn_0: 0.3827 (0.4751)  loss_bbox_dn_1: 0.3233 (0.3982)  loss_bbox_dn_2: 0.3112 (0.3768)  loss_bbox_dn_3: 0.3092 (0.3704)  loss_bbox_dn_4: 0.3073 (0.3691)  loss_bbox_dn_5: 0.3073 (0.3691)  loss_giou: 0.7435 (0.6608)  loss_giou_aux_0: 0.7718 (0.7069)  loss_giou_aux_1: 0.7480 (0.6766)  loss_giou_aux_2: 0.7308 (0.6671)  loss_giou_aux_3: 0.7323 (0.6627)  loss_giou_aux_4: 0.7401 (0.6616)  loss_giou_aux_5: 0.8992 (0.8244)  loss_giou_dn_0: 0.9020 (0.8822)  loss_giou_dn_1: 0.7894 (0.7625)  loss_giou_dn_2: 0.7548 (0.7271)  loss_giou_dn_3: 0.7468 (0.7153)  loss_giou_dn_4: 0.7434 (0.7123)  loss_giou_dn_5: 0.7445 (0.7124)  loss_vfl: 0.8416 (0.8781)  loss_vfl_aux_0: 0.9301 (0.9900)  loss_vfl_aux_1: 0.9415 (0.9746)  loss_vfl_aux_2: 0.8689 (0.9226)  loss_vfl_aux_3: 0.8477 (0.8891)  loss_vfl_aux_4: 0.8270 (0.8772)  loss_vfl_aux_5: 0.9306 (0.9735)  loss_vfl_dn_0: 0.4954 (0.4990)  loss_vfl_dn_1: 0.4813 (0.4909)  loss_vfl_dn_2: 0.4740 (0.4829)  loss_vfl_dn_3: 0.4732 (0.4802)  loss_vfl_dn_4: 0.4765 (0.4845)  loss_vfl_dn_5: 0.4857 (0.4917)  time: 0.4727  data: 0.0168  max mem: 5651
Epoch: [1]  [ 900/7393]  eta: 0:51:33  lr: 0.000010  loss: 22.5285 (23.0138)  loss_bbox: 0.2391 (0.2462)  loss_bbox_aux_0: 0.2486 (0.2670)  loss_bbox_aux_1: 0.2373 (0.2494)  loss_bbox_aux_2: 0.2351 (0.2470)  loss_bbox_aux_3: 0.2344 (0.2458)  loss_bbox_aux_4: 0.2357 (0.2464)  loss_bbox_aux_5: 0.3228 (0.3448)  loss_bbox_dn_0: 0.4581 (0.4769)  loss_bbox_dn_1: 0.3812 (0.3996)  loss_bbox_dn_2: 0.3581 (0.3780)  loss_bbox_dn_3: 0.3549 (0.3716)  loss_bbox_dn_4: 0.3520 (0.3703)  loss_bbox_dn_5: 0.3518 (0.3703)  loss_giou: 0.6596 (0.6581)  loss_giou_aux_0: 0.7009 (0.7038)  loss_giou_aux_1: 0.6708 (0.6735)  loss_giou_aux_2: 0.6564 (0.6642)  loss_giou_aux_3: 0.6581 (0.6602)  loss_giou_aux_4: 0.6646 (0.6589)  loss_giou_aux_5: 0.8195 (0.8213)  loss_giou_dn_0: 0.8770 (0.8810)  loss_giou_dn_1: 0.7585 (0.7611)  loss_giou_dn_2: 0.7339 (0.7257)  loss_giou_dn_3: 0.7209 (0.7139)  loss_giou_dn_4: 0.7226 (0.7109)  loss_giou_dn_5: 0.7230 (0.7111)  loss_vfl: 0.8429 (0.8806)  loss_vfl_aux_0: 0.9744 (0.9938)  loss_vfl_aux_1: 0.9602 (0.9784)  loss_vfl_aux_2: 0.8920 (0.9257)  loss_vfl_aux_3: 0.8666 (0.8910)  loss_vfl_aux_4: 0.8404 (0.8795)  loss_vfl_aux_5: 0.9598 (0.9770)  loss_vfl_dn_0: 0.5000 (0.4994)  loss_vfl_dn_1: 0.4930 (0.4913)  loss_vfl_dn_2: 0.4721 (0.4831)  loss_vfl_dn_3: 0.4733 (0.4804)  loss_vfl_dn_4: 0.4768 (0.4846)  loss_vfl_dn_5: 0.4834 (0.4918)  time: 0.4756  data: 0.0171  max mem: 5651
Epoch: [1]  [1000/7393]  eta: 0:50:46  lr: 0.000010  loss: 22.4223 (23.0146)  loss_bbox: 0.2328 (0.2461)  loss_bbox_aux_0: 0.2570 (0.2668)  loss_bbox_aux_1: 0.2321 (0.2493)  loss_bbox_aux_2: 0.2305 (0.2470)  loss_bbox_aux_3: 0.2369 (0.2460)  loss_bbox_aux_4: 0.2346 (0.2463)  loss_bbox_aux_5: 0.3241 (0.3446)  loss_bbox_dn_0: 0.4790 (0.4775)  loss_bbox_dn_1: 0.3889 (0.4002)  loss_bbox_dn_2: 0.3727 (0.3785)  loss_bbox_dn_3: 0.3686 (0.3720)  loss_bbox_dn_4: 0.3645 (0.3708)  loss_bbox_dn_5: 0.3643 (0.3707)  loss_giou: 0.5880 (0.6574)  loss_giou_aux_0: 0.6472 (0.7031)  loss_giou_aux_1: 0.6047 (0.6727)  loss_giou_aux_2: 0.6032 (0.6635)  loss_giou_aux_3: 0.5894 (0.6597)  loss_giou_aux_4: 0.5871 (0.6582)  loss_giou_aux_5: 0.7688 (0.8206)  loss_giou_dn_0: 0.8675 (0.8804)  loss_giou_dn_1: 0.7405 (0.7604)  loss_giou_dn_2: 0.7078 (0.7250)  loss_giou_dn_3: 0.6965 (0.7132)  loss_giou_dn_4: 0.6949 (0.7102)  loss_giou_dn_5: 0.6952 (0.7104)  loss_vfl: 0.8689 (0.8812)  loss_vfl_aux_0: 0.9938 (0.9955)  loss_vfl_aux_1: 0.9782 (0.9800)  loss_vfl_aux_2: 0.9413 (0.9267)  loss_vfl_aux_3: 0.8797 (0.8911)  loss_vfl_aux_4: 0.8698 (0.8800)  loss_vfl_aux_5: 0.9909 (0.9791)  loss_vfl_dn_0: 0.4974 (0.4991)  loss_vfl_dn_1: 0.4935 (0.4913)  loss_vfl_dn_2: 0.4828 (0.4832)  loss_vfl_dn_3: 0.4791 (0.4804)  loss_vfl_dn_4: 0.4793 (0.4846)  loss_vfl_dn_5: 0.4842 (0.4918)  time: 0.4799  data: 0.0171  max mem: 5651
Epoch: [1]  [1100/7393]  eta: 0:49:59  lr: 0.000010  loss: 22.6273 (23.0099)  loss_bbox: 0.2375 (0.2464)  loss_bbox_aux_0: 0.2519 (0.2673)  loss_bbox_aux_1: 0.2413 (0.2496)  loss_bbox_aux_2: 0.2451 (0.2471)  loss_bbox_aux_3: 0.2402 (0.2461)  loss_bbox_aux_4: 0.2387 (0.2466)  loss_bbox_aux_5: 0.3223 (0.3449)  loss_bbox_dn_0: 0.4443 (0.4780)  loss_bbox_dn_1: 0.3621 (0.4003)  loss_bbox_dn_2: 0.3388 (0.3785)  loss_bbox_dn_3: 0.3319 (0.3719)  loss_bbox_dn_4: 0.3294 (0.3707)  loss_bbox_dn_5: 0.3293 (0.3707)  loss_giou: 0.6388 (0.6576)  loss_giou_aux_0: 0.6757 (0.7034)  loss_giou_aux_1: 0.6470 (0.6729)  loss_giou_aux_2: 0.6447 (0.6635)  loss_giou_aux_3: 0.6396 (0.6598)  loss_giou_aux_4: 0.6317 (0.6585)  loss_giou_aux_5: 0.8042 (0.8208)  loss_giou_dn_0: 0.8342 (0.8797)  loss_giou_dn_1: 0.6987 (0.7596)  loss_giou_dn_2: 0.6688 (0.7242)  loss_giou_dn_3: 0.6531 (0.7124)  loss_giou_dn_4: 0.6487 (0.7094)  loss_giou_dn_5: 0.6487 (0.7096)  loss_vfl: 0.8482 (0.8808)  loss_vfl_aux_0: 0.9841 (0.9948)  loss_vfl_aux_1: 0.9843 (0.9794)  loss_vfl_aux_2: 0.9221 (0.9264)  loss_vfl_aux_3: 0.8672 (0.8910)  loss_vfl_aux_4: 0.8466 (0.8795)  loss_vfl_aux_5: 0.9558 (0.9788)  loss_vfl_dn_0: 0.5057 (0.4992)  loss_vfl_dn_1: 0.4949 (0.4913)  loss_vfl_dn_2: 0.4778 (0.4831)  loss_vfl_dn_3: 0.4744 (0.4802)  loss_vfl_dn_4: 0.4760 (0.4843)  loss_vfl_dn_5: 0.4821 (0.4915)  time: 0.4722  data: 0.0175  max mem: 5651
Epoch: [1]  [1200/7393]  eta: 0:49:11  lr: 0.000010  loss: 22.8551 (23.0137)  loss_bbox: 0.2413 (0.2463)  loss_bbox_aux_0: 0.2537 (0.2670)  loss_bbox_aux_1: 0.2347 (0.2493)  loss_bbox_aux_2: 0.2370 (0.2469)  loss_bbox_aux_3: 0.2348 (0.2461)  loss_bbox_aux_4: 0.2444 (0.2466)  loss_bbox_aux_5: 0.3382 (0.3451)  loss_bbox_dn_0: 0.4493 (0.4771)  loss_bbox_dn_1: 0.3610 (0.3995)  loss_bbox_dn_2: 0.3428 (0.3778)  loss_bbox_dn_3: 0.3382 (0.3713)  loss_bbox_dn_4: 0.3376 (0.3701)  loss_bbox_dn_5: 0.3377 (0.3701)  loss_giou: 0.6280 (0.6591)  loss_giou_aux_0: 0.6876 (0.7046)  loss_giou_aux_1: 0.6549 (0.6741)  loss_giou_aux_2: 0.6433 (0.6649)  loss_giou_aux_3: 0.6306 (0.6613)  loss_giou_aux_4: 0.6252 (0.6600)  loss_giou_aux_5: 0.8199 (0.8224)  loss_giou_dn_0: 0.8735 (0.8799)  loss_giou_dn_1: 0.7535 (0.7599)  loss_giou_dn_2: 0.7138 (0.7246)  loss_giou_dn_3: 0.7052 (0.7129)  loss_giou_dn_4: 0.7056 (0.7100)  loss_giou_dn_5: 0.7063 (0.7102)  loss_vfl: 0.8787 (0.8800)  loss_vfl_aux_0: 1.0213 (0.9949)  loss_vfl_aux_1: 0.9953 (0.9794)  loss_vfl_aux_2: 0.9245 (0.9262)  loss_vfl_aux_3: 0.8939 (0.8903)  loss_vfl_aux_4: 0.8840 (0.8788)  loss_vfl_aux_5: 0.9765 (0.9773)  loss_vfl_dn_0: 0.4969 (0.4994)  loss_vfl_dn_1: 0.4845 (0.4914)  loss_vfl_dn_2: 0.4763 (0.4831)  loss_vfl_dn_3: 0.4716 (0.4801)  loss_vfl_dn_4: 0.4698 (0.4842)  loss_vfl_dn_5: 0.4770 (0.4914)  time: 0.4816  data: 0.0180  max mem: 5651
Epoch: [1]  [1300/7393]  eta: 0:48:25  lr: 0.000010  loss: 22.7980 (23.0023)  loss_bbox: 0.2358 (0.2466)  loss_bbox_aux_0: 0.2493 (0.2675)  loss_bbox_aux_1: 0.2318 (0.2497)  loss_bbox_aux_2: 0.2338 (0.2472)  loss_bbox_aux_3: 0.2318 (0.2464)  loss_bbox_aux_4: 0.2244 (0.2469)  loss_bbox_aux_5: 0.3397 (0.3456)  loss_bbox_dn_0: 0.5025 (0.4778)  loss_bbox_dn_1: 0.4152 (0.4001)  loss_bbox_dn_2: 0.3933 (0.3784)  loss_bbox_dn_3: 0.3895 (0.3719)  loss_bbox_dn_4: 0.3878 (0.3707)  loss_bbox_dn_5: 0.3879 (0.3707)  loss_giou: 0.5772 (0.6576)  loss_giou_aux_0: 0.6330 (0.7034)  loss_giou_aux_1: 0.5858 (0.6728)  loss_giou_aux_2: 0.5756 (0.6632)  loss_giou_aux_3: 0.5729 (0.6598)  loss_giou_aux_4: 0.5664 (0.6585)  loss_giou_aux_5: 0.7514 (0.8214)  loss_giou_dn_0: 0.8273 (0.8786)  loss_giou_dn_1: 0.7065 (0.7584)  loss_giou_dn_2: 0.6759 (0.7232)  loss_giou_dn_3: 0.6670 (0.7115)  loss_giou_dn_4: 0.6635 (0.7085)  loss_giou_dn_5: 0.6637 (0.7087)  loss_vfl: 0.8641 (0.8800)  loss_vfl_aux_0: 0.9838 (0.9946)  loss_vfl_aux_1: 0.9780 (0.9795)  loss_vfl_aux_2: 0.9349 (0.9266)  loss_vfl_aux_3: 0.8911 (0.8905)  loss_vfl_aux_4: 0.8570 (0.8790)  loss_vfl_aux_5: 0.9777 (0.9780)  loss_vfl_dn_0: 0.5037 (0.4996)  loss_vfl_dn_1: 0.4969 (0.4916)  loss_vfl_dn_2: 0.4869 (0.4830)  loss_vfl_dn_3: 0.4780 (0.4799)  loss_vfl_dn_4: 0.4755 (0.4840)  loss_vfl_dn_5: 0.4852 (0.4911)  time: 0.4835  data: 0.0175  max mem: 5651
Epoch: [1]  [1400/7393]  eta: 0:47:37  lr: 0.000010  loss: 22.5821 (23.0100)  loss_bbox: 0.2288 (0.2465)  loss_bbox_aux_0: 0.2518 (0.2673)  loss_bbox_aux_1: 0.2358 (0.2495)  loss_bbox_aux_2: 0.2320 (0.2469)  loss_bbox_aux_3: 0.2251 (0.2463)  loss_bbox_aux_4: 0.2325 (0.2468)  loss_bbox_aux_5: 0.3322 (0.3454)  loss_bbox_dn_0: 0.4550 (0.4771)  loss_bbox_dn_1: 0.3769 (0.3996)  loss_bbox_dn_2: 0.3434 (0.3780)  loss_bbox_dn_3: 0.3396 (0.3715)  loss_bbox_dn_4: 0.3383 (0.3703)  loss_bbox_dn_5: 0.3382 (0.3703)  loss_giou: 0.6732 (0.6589)  loss_giou_aux_0: 0.7107 (0.7047)  loss_giou_aux_1: 0.6785 (0.6739)  loss_giou_aux_2: 0.6689 (0.6645)  loss_giou_aux_3: 0.6693 (0.6611)  loss_giou_aux_4: 0.6729 (0.6598)  loss_giou_aux_5: 0.8276 (0.8228)  loss_giou_dn_0: 0.8779 (0.8789)  loss_giou_dn_1: 0.7705 (0.7591)  loss_giou_dn_2: 0.7368 (0.7239)  loss_giou_dn_3: 0.7252 (0.7123)  loss_giou_dn_4: 0.7210 (0.7094)  loss_giou_dn_5: 0.7206 (0.7095)  loss_vfl: 0.8759 (0.8803)  loss_vfl_aux_0: 0.9740 (0.9943)  loss_vfl_aux_1: 0.9539 (0.9793)  loss_vfl_aux_2: 0.9035 (0.9265)  loss_vfl_aux_3: 0.8659 (0.8905)  loss_vfl_aux_4: 0.8593 (0.8792)  loss_vfl_aux_5: 0.9311 (0.9767)  loss_vfl_dn_0: 0.4951 (0.4995)  loss_vfl_dn_1: 0.4886 (0.4915)  loss_vfl_dn_2: 0.4752 (0.4829)  loss_vfl_dn_3: 0.4689 (0.4799)  loss_vfl_dn_4: 0.4761 (0.4840)  loss_vfl_dn_5: 0.4828 (0.4911)  time: 0.4766  data: 0.0172  max mem: 5651
Epoch: [1]  [1500/7393]  eta: 0:46:49  lr: 0.000010  loss: 22.5107 (22.9950)  loss_bbox: 0.2403 (0.2457)  loss_bbox_aux_0: 0.2765 (0.2665)  loss_bbox_aux_1: 0.2483 (0.2487)  loss_bbox_aux_2: 0.2397 (0.2460)  loss_bbox_aux_3: 0.2593 (0.2455)  loss_bbox_aux_4: 0.2492 (0.2460)  loss_bbox_aux_5: 0.3475 (0.3447)  loss_bbox_dn_0: 0.4665 (0.4754)  loss_bbox_dn_1: 0.3727 (0.3981)  loss_bbox_dn_2: 0.3494 (0.3766)  loss_bbox_dn_3: 0.3485 (0.3701)  loss_bbox_dn_4: 0.3494 (0.3689)  loss_bbox_dn_5: 0.3497 (0.3689)  loss_giou: 0.6255 (0.6604)  loss_giou_aux_0: 0.6671 (0.7061)  loss_giou_aux_1: 0.6551 (0.6753)  loss_giou_aux_2: 0.6450 (0.6659)  loss_giou_aux_3: 0.6410 (0.6626)  loss_giou_aux_4: 0.6298 (0.6613)  loss_giou_aux_5: 0.8048 (0.8245)  loss_giou_dn_0: 0.8451 (0.8789)  loss_giou_dn_1: 0.7158 (0.7593)  loss_giou_dn_2: 0.6818 (0.7243)  loss_giou_dn_3: 0.6685 (0.7127)  loss_giou_dn_4: 0.6668 (0.7098)  loss_giou_dn_5: 0.6669 (0.7100)  loss_vfl: 0.8464 (0.8790)  loss_vfl_aux_0: 0.9643 (0.9922)  loss_vfl_aux_1: 0.9452 (0.9775)  loss_vfl_aux_2: 0.8978 (0.9251)  loss_vfl_aux_3: 0.8354 (0.8892)  loss_vfl_aux_4: 0.8366 (0.8778)  loss_vfl_aux_5: 0.9544 (0.9747)  loss_vfl_dn_0: 0.4926 (0.4993)  loss_vfl_dn_1: 0.4784 (0.4914)  loss_vfl_dn_2: 0.4731 (0.4826)  loss_vfl_dn_3: 0.4678 (0.4795)  loss_vfl_dn_4: 0.4702 (0.4836)  loss_vfl_dn_5: 0.4717 (0.4907)  time: 0.4794  data: 0.0172  max mem: 5651
Epoch: [1]  [1600/7393]  eta: 0:46:02  lr: 0.000010  loss: 23.2497 (22.9788)  loss_bbox: 0.2410 (0.2449)  loss_bbox_aux_0: 0.2532 (0.2658)  loss_bbox_aux_1: 0.2397 (0.2479)  loss_bbox_aux_2: 0.2468 (0.2452)  loss_bbox_aux_3: 0.2466 (0.2447)  loss_bbox_aux_4: 0.2521 (0.2453)  loss_bbox_aux_5: 0.3328 (0.3439)  loss_bbox_dn_0: 0.4707 (0.4748)  loss_bbox_dn_1: 0.3952 (0.3974)  loss_bbox_dn_2: 0.3687 (0.3760)  loss_bbox_dn_3: 0.3625 (0.3695)  loss_bbox_dn_4: 0.3626 (0.3683)  loss_bbox_dn_5: 0.3631 (0.3683)  loss_giou: 0.6368 (0.6594)  loss_giou_aux_0: 0.6949 (0.7050)  loss_giou_aux_1: 0.6564 (0.6741)  loss_giou_aux_2: 0.6501 (0.6648)  loss_giou_aux_3: 0.6413 (0.6615)  loss_giou_aux_4: 0.6441 (0.6603)  loss_giou_aux_5: 0.7985 (0.8235)  loss_giou_dn_0: 0.8881 (0.8781)  loss_giou_dn_1: 0.7815 (0.7584)  loss_giou_dn_2: 0.7415 (0.7235)  loss_giou_dn_3: 0.7370 (0.7119)  loss_giou_dn_4: 0.7353 (0.7090)  loss_giou_dn_5: 0.7373 (0.7092)  loss_vfl: 0.8781 (0.8798)  loss_vfl_aux_0: 1.0146 (0.9932)  loss_vfl_aux_1: 0.9825 (0.9785)  loss_vfl_aux_2: 0.9248 (0.9259)  loss_vfl_aux_3: 0.9080 (0.8900)  loss_vfl_aux_4: 0.8899 (0.8785)  loss_vfl_aux_5: 0.9882 (0.9750)  loss_vfl_dn_0: 0.5011 (0.4995)  loss_vfl_dn_1: 0.4839 (0.4914)  loss_vfl_dn_2: 0.4784 (0.4827)  loss_vfl_dn_3: 0.4739 (0.4795)  loss_vfl_dn_4: 0.4773 (0.4836)  loss_vfl_dn_5: 0.4827 (0.4906)  time: 0.4789  data: 0.0175  max mem: 5651
Epoch: [1]  [1700/7393]  eta: 0:45:14  lr: 0.000010  loss: 22.7538 (22.9567)  loss_bbox: 0.2247 (0.2444)  loss_bbox_aux_0: 0.2504 (0.2653)  loss_bbox_aux_1: 0.2232 (0.2473)  loss_bbox_aux_2: 0.2229 (0.2446)  loss_bbox_aux_3: 0.2249 (0.2442)  loss_bbox_aux_4: 0.2236 (0.2448)  loss_bbox_aux_5: 0.3411 (0.3435)  loss_bbox_dn_0: 0.4816 (0.4744)  loss_bbox_dn_1: 0.3997 (0.3972)  loss_bbox_dn_2: 0.3755 (0.3757)  loss_bbox_dn_3: 0.3696 (0.3692)  loss_bbox_dn_4: 0.3674 (0.3680)  loss_bbox_dn_5: 0.3673 (0.3680)  loss_giou: 0.6236 (0.6584)  loss_giou_aux_0: 0.6815 (0.7040)  loss_giou_aux_1: 0.6392 (0.6730)  loss_giou_aux_2: 0.6270 (0.6638)  loss_giou_aux_3: 0.6232 (0.6606)  loss_giou_aux_4: 0.6216 (0.6594)  loss_giou_aux_5: 0.8306 (0.8229)  loss_giou_dn_0: 0.8658 (0.8774)  loss_giou_dn_1: 0.7476 (0.7576)  loss_giou_dn_2: 0.7088 (0.7228)  loss_giou_dn_3: 0.6995 (0.7112)  loss_giou_dn_4: 0.6990 (0.7084)  loss_giou_dn_5: 0.6987 (0.7086)  loss_vfl: 0.8653 (0.8790)  loss_vfl_aux_0: 0.9860 (0.9924)  loss_vfl_aux_1: 0.9647 (0.9780)  loss_vfl_aux_2: 0.9126 (0.9251)  loss_vfl_aux_3: 0.8791 (0.8893)  loss_vfl_aux_4: 0.8767 (0.8777)  loss_vfl_aux_5: 0.9422 (0.9747)  loss_vfl_dn_0: 0.4948 (0.4995)  loss_vfl_dn_1: 0.4885 (0.4913)  loss_vfl_dn_2: 0.4808 (0.4824)  loss_vfl_dn_3: 0.4757 (0.4792)  loss_vfl_dn_4: 0.4776 (0.4832)  loss_vfl_dn_5: 0.4865 (0.4902)  time: 0.4823  data: 0.0167  max mem: 5651
Epoch: [1]  [1800/7393]  eta: 0:44:26  lr: 0.000010  loss: 22.0785 (22.9480)  loss_bbox: 0.2198 (0.2443)  loss_bbox_aux_0: 0.2478 (0.2650)  loss_bbox_aux_1: 0.2274 (0.2470)  loss_bbox_aux_2: 0.2230 (0.2443)  loss_bbox_aux_3: 0.2224 (0.2441)  loss_bbox_aux_4: 0.2221 (0.2447)  loss_bbox_aux_5: 0.3261 (0.3431)  loss_bbox_dn_0: 0.4059 (0.4748)  loss_bbox_dn_1: 0.3365 (0.3975)  loss_bbox_dn_2: 0.3217 (0.3761)  loss_bbox_dn_3: 0.3158 (0.3696)  loss_bbox_dn_4: 0.3151 (0.3684)  loss_bbox_dn_5: 0.3148 (0.3684)  loss_giou: 0.6526 (0.6574)  loss_giou_aux_0: 0.6953 (0.7030)  loss_giou_aux_1: 0.6504 (0.6720)  loss_giou_aux_2: 0.6413 (0.6627)  loss_giou_aux_3: 0.6564 (0.6596)  loss_giou_aux_4: 0.6589 (0.6583)  loss_giou_aux_5: 0.8102 (0.8219)  loss_giou_dn_0: 0.8615 (0.8767)  loss_giou_dn_1: 0.7270 (0.7569)  loss_giou_dn_2: 0.6889 (0.7220)  loss_giou_dn_3: 0.6729 (0.7105)  loss_giou_dn_4: 0.6711 (0.7077)  loss_giou_dn_5: 0.6712 (0.7078)  loss_vfl: 0.8968 (0.8792)  loss_vfl_aux_0: 0.9724 (0.9931)  loss_vfl_aux_1: 0.9765 (0.9786)  loss_vfl_aux_2: 0.9514 (0.9256)  loss_vfl_aux_3: 0.8903 (0.8894)  loss_vfl_aux_4: 0.8757 (0.8779)  loss_vfl_aux_5: 0.9448 (0.9754)  loss_vfl_dn_0: 0.4963 (0.4995)  loss_vfl_dn_1: 0.4916 (0.4912)  loss_vfl_dn_2: 0.4771 (0.4823)  loss_vfl_dn_3: 0.4788 (0.4791)  loss_vfl_dn_4: 0.4803 (0.4830)  loss_vfl_dn_5: 0.4887 (0.4899)  time: 0.4806  data: 0.0176  max mem: 5651
Epoch: [1]  [1900/7393]  eta: 0:43:58  lr: 0.000010  loss: 22.3829 (22.9424)  loss_bbox: 0.2002 (0.2441)  loss_bbox_aux_0: 0.2228 (0.2649)  loss_bbox_aux_1: 0.2105 (0.2470)  loss_bbox_aux_2: 0.2061 (0.2443)  loss_bbox_aux_3: 0.2043 (0.2440)  loss_bbox_aux_4: 0.2007 (0.2446)  loss_bbox_aux_5: 0.3334 (0.3432)  loss_bbox_dn_0: 0.4666 (0.4753)  loss_bbox_dn_1: 0.3899 (0.3980)  loss_bbox_dn_2: 0.3662 (0.3766)  loss_bbox_dn_3: 0.3534 (0.3700)  loss_bbox_dn_4: 0.3535 (0.3689)  loss_bbox_dn_5: 0.3533 (0.3688)  loss_giou: 0.6226 (0.6560)  loss_giou_aux_0: 0.6673 (0.7015)  loss_giou_aux_1: 0.6305 (0.6707)  loss_giou_aux_2: 0.6325 (0.6613)  loss_giou_aux_3: 0.6225 (0.6582)  loss_giou_aux_4: 0.6062 (0.6569)  loss_giou_aux_5: 0.7983 (0.8206)  loss_giou_dn_0: 0.8364 (0.8757)  loss_giou_dn_1: 0.7194 (0.7559)  loss_giou_dn_2: 0.6833 (0.7211)  loss_giou_dn_3: 0.6699 (0.7096)  loss_giou_dn_4: 0.6677 (0.7068)  loss_giou_dn_5: 0.6680 (0.7069)  loss_vfl: 0.8703 (0.8801)  loss_vfl_aux_0: 0.9900 (0.9946)  loss_vfl_aux_1: 0.9734 (0.9796)  loss_vfl_aux_2: 0.9242 (0.9265)  loss_vfl_aux_3: 0.8911 (0.8901)  loss_vfl_aux_4: 0.8910 (0.8788)  loss_vfl_aux_5: 0.9343 (0.9761)  loss_vfl_dn_0: 0.5028 (0.4998)  loss_vfl_dn_1: 0.4949 (0.4913)  loss_vfl_dn_2: 0.4818 (0.4824)  loss_vfl_dn_3: 0.4698 (0.4790)  loss_vfl_dn_4: 0.4758 (0.4830)  loss_vfl_dn_5: 0.4775 (0.4899)  time: 0.4690  data: 0.0170  max mem: 5651
Epoch: [1]  [2000/7393]  eta: 0:43:41  lr: 0.000010  loss: 22.1266 (22.9249)  loss_bbox: 0.2294 (0.2438)  loss_bbox_aux_0: 0.2636 (0.2647)  loss_bbox_aux_1: 0.2395 (0.2468)  loss_bbox_aux_2: 0.2276 (0.2441)  loss_bbox_aux_3: 0.2287 (0.2437)  loss_bbox_aux_4: 0.2276 (0.2443)  loss_bbox_aux_5: 0.3572 (0.3428)  loss_bbox_dn_0: 0.4524 (0.4745)  loss_bbox_dn_1: 0.3597 (0.3972)  loss_bbox_dn_2: 0.3446 (0.3757)  loss_bbox_dn_3: 0.3442 (0.3692)  loss_bbox_dn_4: 0.3439 (0.3680)  loss_bbox_dn_5: 0.3438 (0.3680)  loss_giou: 0.6281 (0.6561)  loss_giou_aux_0: 0.6902 (0.7016)  loss_giou_aux_1: 0.6451 (0.6708)  loss_giou_aux_2: 0.6305 (0.6615)  loss_giou_aux_3: 0.6267 (0.6584)  loss_giou_aux_4: 0.6285 (0.6571)  loss_giou_aux_5: 0.8209 (0.8206)  loss_giou_dn_0: 0.8627 (0.8752)  loss_giou_dn_1: 0.7482 (0.7555)  loss_giou_dn_2: 0.7081 (0.7207)  loss_giou_dn_3: 0.6999 (0.7092)  loss_giou_dn_4: 0.6973 (0.7064)  loss_giou_dn_5: 0.6971 (0.7066)  loss_vfl: 0.8362 (0.8788)  loss_vfl_aux_0: 0.9513 (0.9938)  loss_vfl_aux_1: 0.9531 (0.9784)  loss_vfl_aux_2: 0.8909 (0.9251)  loss_vfl_aux_3: 0.8461 (0.8890)  loss_vfl_aux_4: 0.8413 (0.8775)  loss_vfl_aux_5: 0.9483 (0.9755)  loss_vfl_dn_0: 0.4893 (0.4997)  loss_vfl_dn_1: 0.4873 (0.4912)  loss_vfl_dn_2: 0.4784 (0.4823)  loss_vfl_dn_3: 0.4754 (0.4789)  loss_vfl_dn_4: 0.4828 (0.4827)  loss_vfl_dn_5: 0.4902 (0.4896)  time: 0.4793  data: 0.0178  max mem: 5651
Epoch: [1]  [2100/7393]  eta: 0:43:06  lr: 0.000010  loss: 21.5982 (22.9152)  loss_bbox: 0.1957 (0.2438)  loss_bbox_aux_0: 0.2258 (0.2647)  loss_bbox_aux_1: 0.2179 (0.2468)  loss_bbox_aux_2: 0.2025 (0.2441)  loss_bbox_aux_3: 0.1996 (0.2437)  loss_bbox_aux_4: 0.1960 (0.2442)  loss_bbox_aux_5: 0.3079 (0.3428)  loss_bbox_dn_0: 0.4150 (0.4741)  loss_bbox_dn_1: 0.3264 (0.3969)  loss_bbox_dn_2: 0.3010 (0.3755)  loss_bbox_dn_3: 0.2901 (0.3690)  loss_bbox_dn_4: 0.2881 (0.3678)  loss_bbox_dn_5: 0.2879 (0.3678)  loss_giou: 0.6208 (0.6560)  loss_giou_aux_0: 0.6738 (0.7014)  loss_giou_aux_1: 0.6284 (0.6706)  loss_giou_aux_2: 0.6285 (0.6614)  loss_giou_aux_3: 0.6237 (0.6582)  loss_giou_aux_4: 0.6198 (0.6569)  loss_giou_aux_5: 0.7895 (0.8206)  loss_giou_dn_0: 0.8446 (0.8747)  loss_giou_dn_1: 0.7252 (0.7551)  loss_giou_dn_2: 0.6904 (0.7204)  loss_giou_dn_3: 0.6756 (0.7089)  loss_giou_dn_4: 0.6721 (0.7061)  loss_giou_dn_5: 0.6725 (0.7063)  loss_vfl: 0.8398 (0.8784)  loss_vfl_aux_0: 0.9367 (0.9932)  loss_vfl_aux_1: 0.9010 (0.9778)  loss_vfl_aux_2: 0.8603 (0.9244)  loss_vfl_aux_3: 0.8619 (0.8884)  loss_vfl_aux_4: 0.8438 (0.8770)  loss_vfl_aux_5: 0.9493 (0.9749)  loss_vfl_dn_0: 0.5004 (0.4997)  loss_vfl_dn_1: 0.4865 (0.4911)  loss_vfl_dn_2: 0.4771 (0.4822)  loss_vfl_dn_3: 0.4769 (0.4786)  loss_vfl_dn_4: 0.4732 (0.4824)  loss_vfl_dn_5: 0.4778 (0.4893)  time: 0.4861  data: 0.0178  max mem: 5651
Epoch: [1]  [2200/7393]  eta: 0:42:14  lr: 0.000010  loss: 22.4007 (22.9048)  loss_bbox: 0.2214 (0.2438)  loss_bbox_aux_0: 0.2499 (0.2646)  loss_bbox_aux_1: 0.2342 (0.2468)  loss_bbox_aux_2: 0.2289 (0.2440)  loss_bbox_aux_3: 0.2257 (0.2436)  loss_bbox_aux_4: 0.2235 (0.2442)  loss_bbox_aux_5: 0.3101 (0.3427)  loss_bbox_dn_0: 0.4264 (0.4736)  loss_bbox_dn_1: 0.3667 (0.3963)  loss_bbox_dn_2: 0.3526 (0.3749)  loss_bbox_dn_3: 0.3490 (0.3684)  loss_bbox_dn_4: 0.3487 (0.3672)  loss_bbox_dn_5: 0.3486 (0.3672)  loss_giou: 0.6437 (0.6556)  loss_giou_aux_0: 0.6814 (0.7010)  loss_giou_aux_1: 0.6579 (0.6703)  loss_giou_aux_2: 0.6407 (0.6610)  loss_giou_aux_3: 0.6401 (0.6578)  loss_giou_aux_4: 0.6411 (0.6566)  loss_giou_aux_5: 0.8068 (0.8203)  loss_giou_dn_0: 0.8826 (0.8744)  loss_giou_dn_1: 0.7645 (0.7547)  loss_giou_dn_2: 0.7368 (0.7201)  loss_giou_dn_3: 0.7219 (0.7086)  loss_giou_dn_4: 0.7172 (0.7058)  loss_giou_dn_5: 0.7171 (0.7060)  loss_vfl: 0.8809 (0.8783)  loss_vfl_aux_0: 1.0067 (0.9931)  loss_vfl_aux_1: 0.9311 (0.9773)  loss_vfl_aux_2: 0.9383 (0.9243)  loss_vfl_aux_3: 0.8702 (0.8886)  loss_vfl_aux_4: 0.8833 (0.8770)  loss_vfl_aux_5: 0.9632 (0.9746)  loss_vfl_dn_0: 0.4893 (0.4996)  loss_vfl_dn_1: 0.4829 (0.4910)  loss_vfl_dn_2: 0.4754 (0.4820)  loss_vfl_dn_3: 0.4696 (0.4784)  loss_vfl_dn_4: 0.4733 (0.4822)  loss_vfl_dn_5: 0.4787 (0.4891)  time: 0.4748  data: 0.0171  max mem: 5651
Epoch: [1]  [2300/7393]  eta: 0:41:22  lr: 0.000010  loss: 22.8947 (22.8886)  loss_bbox: 0.2265 (0.2435)  loss_bbox_aux_0: 0.2671 (0.2644)  loss_bbox_aux_1: 0.2490 (0.2466)  loss_bbox_aux_2: 0.2463 (0.2438)  loss_bbox_aux_3: 0.2286 (0.2433)  loss_bbox_aux_4: 0.2284 (0.2438)  loss_bbox_aux_5: 0.3338 (0.3425)  loss_bbox_dn_0: 0.4688 (0.4732)  loss_bbox_dn_1: 0.3962 (0.3959)  loss_bbox_dn_2: 0.3812 (0.3745)  loss_bbox_dn_3: 0.3761 (0.3680)  loss_bbox_dn_4: 0.3765 (0.3669)  loss_bbox_dn_5: 0.3765 (0.3668)  loss_giou: 0.5853 (0.6549)  loss_giou_aux_0: 0.6599 (0.7002)  loss_giou_aux_1: 0.6044 (0.6695)  loss_giou_aux_2: 0.6178 (0.6602)  loss_giou_aux_3: 0.5875 (0.6570)  loss_giou_aux_4: 0.5804 (0.6558)  loss_giou_aux_5: 0.7703 (0.8197)  loss_giou_dn_0: 0.8521 (0.8738)  loss_giou_dn_1: 0.7344 (0.7540)  loss_giou_dn_2: 0.7001 (0.7194)  loss_giou_dn_3: 0.6887 (0.7079)  loss_giou_dn_4: 0.6848 (0.7051)  loss_giou_dn_5: 0.6854 (0.7053)  loss_vfl: 0.8835 (0.8779)  loss_vfl_aux_0: 0.9668 (0.9930)  loss_vfl_aux_1: 0.9333 (0.9769)  loss_vfl_aux_2: 0.9330 (0.9242)  loss_vfl_aux_3: 0.8764 (0.8884)  loss_vfl_aux_4: 0.8708 (0.8768)  loss_vfl_aux_5: 0.9931 (0.9747)  loss_vfl_dn_0: 0.4995 (0.4995)  loss_vfl_dn_1: 0.4938 (0.4908)  loss_vfl_dn_2: 0.4891 (0.4818)  loss_vfl_dn_3: 0.4779 (0.4781)  loss_vfl_dn_4: 0.4749 (0.4819)  loss_vfl_dn_5: 0.4803 (0.4886)  time: 0.4788  data: 0.0171  max mem: 5651
Epoch: [1]  [2400/7393]  eta: 0:40:32  lr: 0.000010  loss: 22.7199 (22.8798)  loss_bbox: 0.2574 (0.2436)  loss_bbox_aux_0: 0.2757 (0.2644)  loss_bbox_aux_1: 0.2544 (0.2467)  loss_bbox_aux_2: 0.2606 (0.2439)  loss_bbox_aux_3: 0.2601 (0.2434)  loss_bbox_aux_4: 0.2571 (0.2439)  loss_bbox_aux_5: 0.3338 (0.3424)  loss_bbox_dn_0: 0.4181 (0.4731)  loss_bbox_dn_1: 0.3468 (0.3959)  loss_bbox_dn_2: 0.3238 (0.3744)  loss_bbox_dn_3: 0.3205 (0.3679)  loss_bbox_dn_4: 0.3212 (0.3668)  loss_bbox_dn_5: 0.3212 (0.3668)  loss_giou: 0.7516 (0.6549)  loss_giou_aux_0: 0.7838 (0.7000)  loss_giou_aux_1: 0.7529 (0.6694)  loss_giou_aux_2: 0.7399 (0.6602)  loss_giou_aux_3: 0.7495 (0.6570)  loss_giou_aux_4: 0.7485 (0.6558)  loss_giou_aux_5: 0.8918 (0.8194)  loss_giou_dn_0: 0.8570 (0.8731)  loss_giou_dn_1: 0.7351 (0.7534)  loss_giou_dn_2: 0.7038 (0.7188)  loss_giou_dn_3: 0.6941 (0.7074)  loss_giou_dn_4: 0.6908 (0.7046)  loss_giou_dn_5: 0.6908 (0.7048)  loss_vfl: 0.7982 (0.8771)  loss_vfl_aux_0: 0.8893 (0.9929)  loss_vfl_aux_1: 0.8681 (0.9765)  loss_vfl_aux_2: 0.8379 (0.9236)  loss_vfl_aux_3: 0.7836 (0.8878)  loss_vfl_aux_4: 0.8068 (0.8761)  loss_vfl_aux_5: 0.8877 (0.9743)  loss_vfl_dn_0: 0.4944 (0.4995)  loss_vfl_dn_1: 0.4828 (0.4908)  loss_vfl_dn_2: 0.4730 (0.4816)  loss_vfl_dn_3: 0.4722 (0.4778)  loss_vfl_dn_4: 0.4761 (0.4815)  loss_vfl_dn_5: 0.4770 (0.4882)  time: 0.4838  data: 0.0174  max mem: 5651
Epoch: [1]  [2500/7393]  eta: 0:39:41  lr: 0.000010  loss: 22.2985 (22.8699)  loss_bbox: 0.2398 (0.2434)  loss_bbox_aux_0: 0.2412 (0.2643)  loss_bbox_aux_1: 0.2332 (0.2465)  loss_bbox_aux_2: 0.2285 (0.2436)  loss_bbox_aux_3: 0.2236 (0.2431)  loss_bbox_aux_4: 0.2367 (0.2437)  loss_bbox_aux_5: 0.3353 (0.3422)  loss_bbox_dn_0: 0.4356 (0.4725)  loss_bbox_dn_1: 0.3756 (0.3955)  loss_bbox_dn_2: 0.3625 (0.3741)  loss_bbox_dn_3: 0.3593 (0.3676)  loss_bbox_dn_4: 0.3595 (0.3665)  loss_bbox_dn_5: 0.3597 (0.3665)  loss_giou: 0.6055 (0.6548)  loss_giou_aux_0: 0.6537 (0.7000)  loss_giou_aux_1: 0.6306 (0.6694)  loss_giou_aux_2: 0.6065 (0.6601)  loss_giou_aux_3: 0.6116 (0.6569)  loss_giou_aux_4: 0.6090 (0.6557)  loss_giou_aux_5: 0.7695 (0.8193)  loss_giou_dn_0: 0.8674 (0.8729)  loss_giou_dn_1: 0.7408 (0.7532)  loss_giou_dn_2: 0.7127 (0.7187)  loss_giou_dn_3: 0.7014 (0.7073)  loss_giou_dn_4: 0.6964 (0.7045)  loss_giou_dn_5: 0.6965 (0.7047)  loss_vfl: 0.8560 (0.8768)  loss_vfl_aux_0: 0.9762 (0.9921)  loss_vfl_aux_1: 0.9505 (0.9759)  loss_vfl_aux_2: 0.8831 (0.9234)  loss_vfl_aux_3: 0.8580 (0.8875)  loss_vfl_aux_4: 0.8516 (0.8759)  loss_vfl_aux_5: 0.9097 (0.9733)  loss_vfl_dn_0: 0.4907 (0.4993)  loss_vfl_dn_1: 0.4910 (0.4905)  loss_vfl_dn_2: 0.4788 (0.4814)  loss_vfl_dn_3: 0.4786 (0.4776)  loss_vfl_dn_4: 0.4804 (0.4813)  loss_vfl_dn_5: 0.4846 (0.4879)  time: 0.4845  data: 0.0176  max mem: 5651
Epoch: [1]  [2600/7393]  eta: 0:38:51  lr: 0.000010  loss: 22.1651 (22.8493)  loss_bbox: 0.2330 (0.2430)  loss_bbox_aux_0: 0.2284 (0.2637)  loss_bbox_aux_1: 0.2357 (0.2460)  loss_bbox_aux_2: 0.2099 (0.2432)  loss_bbox_aux_3: 0.2197 (0.2427)  loss_bbox_aux_4: 0.2192 (0.2433)  loss_bbox_aux_5: 0.3182 (0.3419)  loss_bbox_dn_0: 0.4541 (0.4722)  loss_bbox_dn_1: 0.3877 (0.3951)  loss_bbox_dn_2: 0.3658 (0.3738)  loss_bbox_dn_3: 0.3601 (0.3673)  loss_bbox_dn_4: 0.3581 (0.3662)  loss_bbox_dn_5: 0.3583 (0.3661)  loss_giou: 0.6332 (0.6536)  loss_giou_aux_0: 0.6709 (0.6985)  loss_giou_aux_1: 0.6540 (0.6680)  loss_giou_aux_2: 0.6456 (0.6588)  loss_giou_aux_3: 0.6198 (0.6556)  loss_giou_aux_4: 0.6262 (0.6544)  loss_giou_aux_5: 0.8064 (0.8182)  loss_giou_dn_0: 0.8412 (0.8718)  loss_giou_dn_1: 0.7292 (0.7520)  loss_giou_dn_2: 0.7037 (0.7175)  loss_giou_dn_3: 0.6904 (0.7062)  loss_giou_dn_4: 0.6877 (0.7034)  loss_giou_dn_5: 0.6880 (0.7036)  loss_vfl: 0.8299 (0.8766)  loss_vfl_aux_0: 0.9730 (0.9928)  loss_vfl_aux_1: 0.9548 (0.9760)  loss_vfl_aux_2: 0.8802 (0.9234)  loss_vfl_aux_3: 0.8304 (0.8875)  loss_vfl_aux_4: 0.8393 (0.8758)  loss_vfl_aux_5: 0.9568 (0.9740)  loss_vfl_dn_0: 0.4965 (0.4994)  loss_vfl_dn_1: 0.4853 (0.4905)  loss_vfl_dn_2: 0.4728 (0.4813)  loss_vfl_dn_3: 0.4621 (0.4774)  loss_vfl_dn_4: 0.4695 (0.4810)  loss_vfl_dn_5: 0.4750 (0.4876)  time: 0.4758  data: 0.0172  max mem: 5651
Epoch: [1]  [2700/7393]  eta: 0:38:01  lr: 0.000010  loss: 22.8982 (22.8412)  loss_bbox: 0.2516 (0.2429)  loss_bbox_aux_0: 0.2667 (0.2636)  loss_bbox_aux_1: 0.2624 (0.2462)  loss_bbox_aux_2: 0.2554 (0.2432)  loss_bbox_aux_3: 0.2532 (0.2426)  loss_bbox_aux_4: 0.2473 (0.2432)  loss_bbox_aux_5: 0.3436 (0.3418)  loss_bbox_dn_0: 0.4606 (0.4720)  loss_bbox_dn_1: 0.3752 (0.3949)  loss_bbox_dn_2: 0.3594 (0.3736)  loss_bbox_dn_3: 0.3565 (0.3671)  loss_bbox_dn_4: 0.3558 (0.3660)  loss_bbox_dn_5: 0.3557 (0.3659)  loss_giou: 0.6609 (0.6535)  loss_giou_aux_0: 0.6973 (0.6982)  loss_giou_aux_1: 0.6791 (0.6680)  loss_giou_aux_2: 0.6810 (0.6587)  loss_giou_aux_3: 0.6661 (0.6555)  loss_giou_aux_4: 0.6647 (0.6543)  loss_giou_aux_5: 0.7951 (0.8179)  loss_giou_dn_0: 0.8255 (0.8712)  loss_giou_dn_1: 0.7023 (0.7514)  loss_giou_dn_2: 0.6722 (0.7170)  loss_giou_dn_3: 0.6650 (0.7057)  loss_giou_dn_4: 0.6651 (0.7030)  loss_giou_dn_5: 0.6649 (0.7031)  loss_vfl: 0.8499 (0.8764)  loss_vfl_aux_0: 0.9991 (0.9927)  loss_vfl_aux_1: 0.9379 (0.9754)  loss_vfl_aux_2: 0.8950 (0.9230)  loss_vfl_aux_3: 0.8481 (0.8872)  loss_vfl_aux_4: 0.8430 (0.8756)  loss_vfl_aux_5: 0.9807 (0.9740)  loss_vfl_dn_0: 0.5002 (0.4994)  loss_vfl_dn_1: 0.4905 (0.4904)  loss_vfl_dn_2: 0.4819 (0.4812)  loss_vfl_dn_3: 0.4742 (0.4772)  loss_vfl_dn_4: 0.4725 (0.4808)  loss_vfl_dn_5: 0.4783 (0.4874)  time: 0.4773  data: 0.0169  max mem: 5651
Epoch: [1]  [2800/7393]  eta: 0:37:12  lr: 0.000010  loss: 22.0777 (22.8283)  loss_bbox: 0.2273 (0.2428)  loss_bbox_aux_0: 0.2512 (0.2634)  loss_bbox_aux_1: 0.2454 (0.2461)  loss_bbox_aux_2: 0.2249 (0.2431)  loss_bbox_aux_3: 0.2303 (0.2425)  loss_bbox_aux_4: 0.2240 (0.2431)  loss_bbox_aux_5: 0.2978 (0.3416)  loss_bbox_dn_0: 0.4056 (0.4717)  loss_bbox_dn_1: 0.3467 (0.3946)  loss_bbox_dn_2: 0.3249 (0.3732)  loss_bbox_dn_3: 0.3241 (0.3668)  loss_bbox_dn_4: 0.3234 (0.3656)  loss_bbox_dn_5: 0.3232 (0.3656)  loss_giou: 0.6276 (0.6529)  loss_giou_aux_0: 0.6608 (0.6976)  loss_giou_aux_1: 0.6561 (0.6675)  loss_giou_aux_2: 0.6292 (0.6582)  loss_giou_aux_3: 0.6267 (0.6550)  loss_giou_aux_4: 0.6260 (0.6538)  loss_giou_aux_5: 0.7669 (0.8173)  loss_giou_dn_0: 0.8467 (0.8706)  loss_giou_dn_1: 0.7245 (0.7508)  loss_giou_dn_2: 0.6820 (0.7165)  loss_giou_dn_3: 0.6718 (0.7052)  loss_giou_dn_4: 0.6696 (0.7024)  loss_giou_dn_5: 0.6695 (0.7026)  loss_vfl: 0.8816 (0.8760)  loss_vfl_aux_0: 0.9657 (0.9928)  loss_vfl_aux_1: 0.9421 (0.9750)  loss_vfl_aux_2: 0.8987 (0.9225)  loss_vfl_aux_3: 0.8740 (0.8868)  loss_vfl_aux_4: 0.8665 (0.8751)  loss_vfl_aux_5: 0.9539 (0.9741)  loss_vfl_dn_0: 0.5039 (0.4994)  loss_vfl_dn_1: 0.4852 (0.4904)  loss_vfl_dn_2: 0.4726 (0.4810)  loss_vfl_dn_3: 0.4677 (0.4771)  loss_vfl_dn_4: 0.4725 (0.4806)  loss_vfl_dn_5: 0.4788 (0.4872)  time: 0.4741  data: 0.0178  max mem: 5651
Epoch: [1]  [2900/7393]  eta: 0:36:22  lr: 0.000010  loss: 21.8341 (22.8161)  loss_bbox: 0.2046 (0.2425)  loss_bbox_aux_0: 0.2409 (0.2631)  loss_bbox_aux_1: 0.2244 (0.2457)  loss_bbox_aux_2: 0.2105 (0.2428)  loss_bbox_aux_3: 0.2031 (0.2422)  loss_bbox_aux_4: 0.2043 (0.2428)  loss_bbox_aux_5: 0.3096 (0.3412)  loss_bbox_dn_0: 0.4280 (0.4710)  loss_bbox_dn_1: 0.3519 (0.3940)  loss_bbox_dn_2: 0.3391 (0.3727)  loss_bbox_dn_3: 0.3348 (0.3663)  loss_bbox_dn_4: 0.3356 (0.3651)  loss_bbox_dn_5: 0.3356 (0.3651)  loss_giou: 0.6741 (0.6524)  loss_giou_aux_0: 0.7080 (0.6969)  loss_giou_aux_1: 0.6822 (0.6669)  loss_giou_aux_2: 0.6762 (0.6577)  loss_giou_aux_3: 0.6775 (0.6544)  loss_giou_aux_4: 0.6746 (0.6532)  loss_giou_aux_5: 0.8256 (0.8167)  loss_giou_dn_0: 0.8698 (0.8699)  loss_giou_dn_1: 0.7606 (0.7502)  loss_giou_dn_2: 0.7284 (0.7159)  loss_giou_dn_3: 0.7195 (0.7046)  loss_giou_dn_4: 0.7185 (0.7019)  loss_giou_dn_5: 0.7186 (0.7020)  loss_vfl: 0.8627 (0.8762)  loss_vfl_aux_0: 0.9735 (0.9929)  loss_vfl_aux_1: 0.9307 (0.9751)  loss_vfl_aux_2: 0.9184 (0.9224)  loss_vfl_aux_3: 0.8686 (0.8870)  loss_vfl_aux_4: 0.8769 (0.8753)  loss_vfl_aux_5: 0.9208 (0.9743)  loss_vfl_dn_0: 0.4957 (0.4996)  loss_vfl_dn_1: 0.4954 (0.4904)  loss_vfl_dn_2: 0.4846 (0.4810)  loss_vfl_dn_3: 0.4795 (0.4770)  loss_vfl_dn_4: 0.4829 (0.4805)  loss_vfl_dn_5: 0.4896 (0.4871)  time: 0.4922  data: 0.0180  max mem: 5651
Epoch: [1]  [3000/7393]  eta: 0:35:32  lr: 0.000010  loss: 23.0344 (22.8089)  loss_bbox: 0.2402 (0.2425)  loss_bbox_aux_0: 0.2569 (0.2631)  loss_bbox_aux_1: 0.2412 (0.2458)  loss_bbox_aux_2: 0.2410 (0.2428)  loss_bbox_aux_3: 0.2441 (0.2422)  loss_bbox_aux_4: 0.2390 (0.2428)  loss_bbox_aux_5: 0.3368 (0.3412)  loss_bbox_dn_0: 0.4385 (0.4713)  loss_bbox_dn_1: 0.3555 (0.3942)  loss_bbox_dn_2: 0.3491 (0.3729)  loss_bbox_dn_3: 0.3444 (0.3665)  loss_bbox_dn_4: 0.3458 (0.3653)  loss_bbox_dn_5: 0.3454 (0.3653)  loss_giou: 0.6261 (0.6517)  loss_giou_aux_0: 0.6696 (0.6962)  loss_giou_aux_1: 0.6368 (0.6662)  loss_giou_aux_2: 0.6245 (0.6570)  loss_giou_aux_3: 0.6321 (0.6537)  loss_giou_aux_4: 0.6236 (0.6525)  loss_giou_aux_5: 0.8019 (0.8159)  loss_giou_dn_0: 0.8668 (0.8692)  loss_giou_dn_1: 0.7444 (0.7495)  loss_giou_dn_2: 0.7080 (0.7153)  loss_giou_dn_3: 0.6997 (0.7040)  loss_giou_dn_4: 0.6974 (0.7013)  loss_giou_dn_5: 0.6974 (0.7015)  loss_vfl: 0.8903 (0.8764)  loss_vfl_aux_0: 0.9774 (0.9930)  loss_vfl_aux_1: 0.9640 (0.9752)  loss_vfl_aux_2: 0.9319 (0.9226)  loss_vfl_aux_3: 0.8678 (0.8871)  loss_vfl_aux_4: 0.8946 (0.8755)  loss_vfl_aux_5: 0.9731 (0.9748)  loss_vfl_dn_0: 0.4981 (0.4997)  loss_vfl_dn_1: 0.4804 (0.4903)  loss_vfl_dn_2: 0.4641 (0.4808)  loss_vfl_dn_3: 0.4607 (0.4768)  loss_vfl_dn_4: 0.4632 (0.4802)  loss_vfl_dn_5: 0.4675 (0.4868)  time: 0.4920  data: 0.0177  max mem: 5651
Epoch: [1]  [3100/7393]  eta: 0:34:42  lr: 0.000010  loss: 22.7266 (22.8012)  loss_bbox: 0.2330 (0.2424)  loss_bbox_aux_0: 0.2480 (0.2630)  loss_bbox_aux_1: 0.2449 (0.2457)  loss_bbox_aux_2: 0.2351 (0.2427)  loss_bbox_aux_3: 0.2379 (0.2421)  loss_bbox_aux_4: 0.2346 (0.2426)  loss_bbox_aux_5: 0.3278 (0.3409)  loss_bbox_dn_0: 0.4563 (0.4709)  loss_bbox_dn_1: 0.3924 (0.3940)  loss_bbox_dn_2: 0.3717 (0.3727)  loss_bbox_dn_3: 0.3659 (0.3663)  loss_bbox_dn_4: 0.3655 (0.3652)  loss_bbox_dn_5: 0.3654 (0.3652)  loss_giou: 0.6283 (0.6516)  loss_giou_aux_0: 0.6700 (0.6961)  loss_giou_aux_1: 0.6532 (0.6661)  loss_giou_aux_2: 0.6375 (0.6569)  loss_giou_aux_3: 0.6287 (0.6537)  loss_giou_aux_4: 0.6407 (0.6525)  loss_giou_aux_5: 0.8020 (0.8158)  loss_giou_dn_0: 0.8366 (0.8687)  loss_giou_dn_1: 0.7286 (0.7492)  loss_giou_dn_2: 0.6931 (0.7150)  loss_giou_dn_3: 0.6816 (0.7038)  loss_giou_dn_4: 0.6763 (0.7011)  loss_giou_dn_5: 0.6763 (0.7012)  loss_vfl: 0.8896 (0.8760)  loss_vfl_aux_0: 1.0063 (0.9926)  loss_vfl_aux_1: 0.9911 (0.9747)  loss_vfl_aux_2: 0.9554 (0.9221)  loss_vfl_aux_3: 0.9022 (0.8866)  loss_vfl_aux_4: 0.8916 (0.8750)  loss_vfl_aux_5: 0.9810 (0.9745)  loss_vfl_dn_0: 0.5038 (0.4997)  loss_vfl_dn_1: 0.4941 (0.4903)  loss_vfl_dn_2: 0.4856 (0.4807)  loss_vfl_dn_3: 0.4826 (0.4768)  loss_vfl_dn_4: 0.4865 (0.4802)  loss_vfl_dn_5: 0.4974 (0.4867)  time: 0.4714  data: 0.0173  max mem: 5651
Epoch: [1]  [3200/7393]  eta: 0:33:52  lr: 0.000010  loss: 22.5559 (22.7894)  loss_bbox: 0.2357 (0.2419)  loss_bbox_aux_0: 0.2626 (0.2626)  loss_bbox_aux_1: 0.2357 (0.2453)  loss_bbox_aux_2: 0.2393 (0.2423)  loss_bbox_aux_3: 0.2325 (0.2417)  loss_bbox_aux_4: 0.2352 (0.2422)  loss_bbox_aux_5: 0.3276 (0.3404)  loss_bbox_dn_0: 0.4322 (0.4703)  loss_bbox_dn_1: 0.3517 (0.3934)  loss_bbox_dn_2: 0.3311 (0.3722)  loss_bbox_dn_3: 0.3279 (0.3658)  loss_bbox_dn_4: 0.3241 (0.3647)  loss_bbox_dn_5: 0.3239 (0.3646)  loss_giou: 0.6302 (0.6512)  loss_giou_aux_0: 0.6949 (0.6958)  loss_giou_aux_1: 0.6518 (0.6657)  loss_giou_aux_2: 0.6254 (0.6565)  loss_giou_aux_3: 0.6240 (0.6533)  loss_giou_aux_4: 0.6302 (0.6521)  loss_giou_aux_5: 0.7853 (0.8153)  loss_giou_dn_0: 0.8535 (0.8683)  loss_giou_dn_1: 0.7279 (0.7487)  loss_giou_dn_2: 0.6881 (0.7146)  loss_giou_dn_3: 0.6767 (0.7034)  loss_giou_dn_4: 0.6722 (0.7007)  loss_giou_dn_5: 0.6725 (0.7008)  loss_vfl: 0.8652 (0.8759)  loss_vfl_aux_0: 0.9895 (0.9924)  loss_vfl_aux_1: 0.9668 (0.9745)  loss_vfl_aux_2: 0.9380 (0.9220)  loss_vfl_aux_3: 0.8855 (0.8865)  loss_vfl_aux_4: 0.8796 (0.8750)  loss_vfl_aux_5: 0.9668 (0.9745)  loss_vfl_dn_0: 0.4994 (0.4997)  loss_vfl_dn_1: 0.5015 (0.4904)  loss_vfl_dn_2: 0.4916 (0.4808)  loss_vfl_dn_3: 0.4812 (0.4768)  loss_vfl_dn_4: 0.4838 (0.4801)  loss_vfl_dn_5: 0.4908 (0.4866)  time: 0.4787  data: 0.0180  max mem: 5651
Epoch: [1]  [3300/7393]  eta: 0:33:03  lr: 0.000010  loss: 22.7815 (22.7791)  loss_bbox: 0.2351 (0.2417)  loss_bbox_aux_0: 0.2501 (0.2624)  loss_bbox_aux_1: 0.2485 (0.2452)  loss_bbox_aux_2: 0.2374 (0.2420)  loss_bbox_aux_3: 0.2426 (0.2414)  loss_bbox_aux_4: 0.2473 (0.2420)  loss_bbox_aux_5: 0.3583 (0.3401)  loss_bbox_dn_0: 0.5334 (0.4700)  loss_bbox_dn_1: 0.4380 (0.3932)  loss_bbox_dn_2: 0.4002 (0.3721)  loss_bbox_dn_3: 0.3924 (0.3657)  loss_bbox_dn_4: 0.3878 (0.3646)  loss_bbox_dn_5: 0.3877 (0.3646)  loss_giou: 0.6019 (0.6509)  loss_giou_aux_0: 0.6586 (0.6955)  loss_giou_aux_1: 0.6230 (0.6655)  loss_giou_aux_2: 0.6045 (0.6562)  loss_giou_aux_3: 0.6023 (0.6530)  loss_giou_aux_4: 0.5998 (0.6517)  loss_giou_aux_5: 0.7690 (0.8151)  loss_giou_dn_0: 0.8395 (0.8678)  loss_giou_dn_1: 0.7182 (0.7484)  loss_giou_dn_2: 0.6840 (0.7144)  loss_giou_dn_3: 0.6735 (0.7032)  loss_giou_dn_4: 0.6687 (0.7005)  loss_giou_dn_5: 0.6690 (0.7007)  loss_vfl: 0.9047 (0.8756)  loss_vfl_aux_0: 0.9874 (0.9918)  loss_vfl_aux_1: 0.9727 (0.9739)  loss_vfl_aux_2: 0.9591 (0.9216)  loss_vfl_aux_3: 0.9111 (0.8861)  loss_vfl_aux_4: 0.9162 (0.8747)  loss_vfl_aux_5: 1.0000 (0.9741)  loss_vfl_dn_0: 0.5030 (0.4997)  loss_vfl_dn_1: 0.4868 (0.4903)  loss_vfl_dn_2: 0.4791 (0.4806)  loss_vfl_dn_3: 0.4694 (0.4766)  loss_vfl_dn_4: 0.4746 (0.4799)  loss_vfl_dn_5: 0.4786 (0.4863)  time: 0.4764  data: 0.0180  max mem: 5651
Epoch: [1]  [3400/7393]  eta: 0:32:14  lr: 0.000010  loss: 22.8319 (22.7751)  loss_bbox: 0.2296 (0.2419)  loss_bbox_aux_0: 0.2532 (0.2625)  loss_bbox_aux_1: 0.2360 (0.2452)  loss_bbox_aux_2: 0.2319 (0.2421)  loss_bbox_aux_3: 0.2352 (0.2415)  loss_bbox_aux_4: 0.2312 (0.2421)  loss_bbox_aux_5: 0.3261 (0.3402)  loss_bbox_dn_0: 0.4484 (0.4702)  loss_bbox_dn_1: 0.3920 (0.3934)  loss_bbox_dn_2: 0.3714 (0.3723)  loss_bbox_dn_3: 0.3596 (0.3659)  loss_bbox_dn_4: 0.3578 (0.3648)  loss_bbox_dn_5: 0.3579 (0.3648)  loss_giou: 0.6150 (0.6505)  loss_giou_aux_0: 0.6901 (0.6950)  loss_giou_aux_1: 0.6569 (0.6650)  loss_giou_aux_2: 0.6421 (0.6557)  loss_giou_aux_3: 0.6277 (0.6526)  loss_giou_aux_4: 0.6173 (0.6513)  loss_giou_aux_5: 0.8279 (0.8148)  loss_giou_dn_0: 0.8803 (0.8674)  loss_giou_dn_1: 0.7607 (0.7481)  loss_giou_dn_2: 0.7335 (0.7141)  loss_giou_dn_3: 0.7193 (0.7029)  loss_giou_dn_4: 0.7163 (0.7002)  loss_giou_dn_5: 0.7163 (0.7004)  loss_vfl: 0.8385 (0.8754)  loss_vfl_aux_0: 0.9394 (0.9919)  loss_vfl_aux_1: 0.9294 (0.9740)  loss_vfl_aux_2: 0.8691 (0.9216)  loss_vfl_aux_3: 0.8464 (0.8860)  loss_vfl_aux_4: 0.8268 (0.8745)  loss_vfl_aux_5: 0.9383 (0.9743)  loss_vfl_dn_0: 0.4832 (0.4997)  loss_vfl_dn_1: 0.4731 (0.4901)  loss_vfl_dn_2: 0.4575 (0.4805)  loss_vfl_dn_3: 0.4654 (0.4764)  loss_vfl_dn_4: 0.4625 (0.4797)  loss_vfl_dn_5: 0.4669 (0.4860)  time: 0.4926  data: 0.0179  max mem: 5651
Epoch: [1]  [3500/7393]  eta: 0:31:25  lr: 0.000010  loss: 22.3868 (22.7558)  loss_bbox: 0.2269 (0.2415)  loss_bbox_aux_0: 0.2599 (0.2622)  loss_bbox_aux_1: 0.2408 (0.2450)  loss_bbox_aux_2: 0.2270 (0.2418)  loss_bbox_aux_3: 0.2239 (0.2413)  loss_bbox_aux_4: 0.2260 (0.2418)  loss_bbox_aux_5: 0.3218 (0.3398)  loss_bbox_dn_0: 0.4429 (0.4695)  loss_bbox_dn_1: 0.3924 (0.3927)  loss_bbox_dn_2: 0.3600 (0.3716)  loss_bbox_dn_3: 0.3539 (0.3652)  loss_bbox_dn_4: 0.3527 (0.3641)  loss_bbox_dn_5: 0.3528 (0.3640)  loss_giou: 0.6251 (0.6499)  loss_giou_aux_0: 0.6559 (0.6943)  loss_giou_aux_1: 0.6268 (0.6643)  loss_giou_aux_2: 0.6239 (0.6550)  loss_giou_aux_3: 0.6291 (0.6519)  loss_giou_aux_4: 0.6252 (0.6507)  loss_giou_aux_5: 0.7699 (0.8143)  loss_giou_dn_0: 0.8523 (0.8667)  loss_giou_dn_1: 0.7331 (0.7473)  loss_giou_dn_2: 0.7024 (0.7133)  loss_giou_dn_3: 0.6899 (0.7022)  loss_giou_dn_4: 0.6863 (0.6995)  loss_giou_dn_5: 0.6864 (0.6997)  loss_vfl: 0.8605 (0.8750)  loss_vfl_aux_0: 0.9807 (0.9916)  loss_vfl_aux_1: 0.9631 (0.9736)  loss_vfl_aux_2: 0.8873 (0.9210)  loss_vfl_aux_3: 0.8721 (0.8855)  loss_vfl_aux_4: 0.8577 (0.8741)  loss_vfl_aux_5: 0.9577 (0.9740)  loss_vfl_dn_0: 0.4956 (0.4997)  loss_vfl_dn_1: 0.4884 (0.4901)  loss_vfl_dn_2: 0.4713 (0.4803)  loss_vfl_dn_3: 0.4688 (0.4762)  loss_vfl_dn_4: 0.4720 (0.4794)  loss_vfl_dn_5: 0.4778 (0.4858)  time: 0.4789  data: 0.0172  max mem: 5651
Epoch: [1]  [3600/7393]  eta: 0:30:36  lr: 0.000010  loss: 22.3576 (22.7528)  loss_bbox: 0.2402 (0.2416)  loss_bbox_aux_0: 0.2570 (0.2623)  loss_bbox_aux_1: 0.2425 (0.2450)  loss_bbox_aux_2: 0.2450 (0.2418)  loss_bbox_aux_3: 0.2327 (0.2413)  loss_bbox_aux_4: 0.2363 (0.2418)  loss_bbox_aux_5: 0.3344 (0.3400)  loss_bbox_dn_0: 0.4614 (0.4700)  loss_bbox_dn_1: 0.3977 (0.3932)  loss_bbox_dn_2: 0.3674 (0.3720)  loss_bbox_dn_3: 0.3656 (0.3656)  loss_bbox_dn_4: 0.3657 (0.3645)  loss_bbox_dn_5: 0.3654 (0.3645)  loss_giou: 0.5862 (0.6492)  loss_giou_aux_0: 0.6458 (0.6936)  loss_giou_aux_1: 0.5952 (0.6636)  loss_giou_aux_2: 0.5922 (0.6543)  loss_giou_aux_3: 0.5857 (0.6513)  loss_giou_aux_4: 0.5862 (0.6500)  loss_giou_aux_5: 0.7580 (0.8139)  loss_giou_dn_0: 0.8350 (0.8662)  loss_giou_dn_1: 0.7067 (0.7468)  loss_giou_dn_2: 0.6711 (0.7129)  loss_giou_dn_3: 0.6627 (0.7017)  loss_giou_dn_4: 0.6628 (0.6991)  loss_giou_dn_5: 0.6634 (0.6992)  loss_vfl: 0.8858 (0.8752)  loss_vfl_aux_0: 1.0483 (0.9918)  loss_vfl_aux_1: 0.9984 (0.9738)  loss_vfl_aux_2: 0.9068 (0.9213)  loss_vfl_aux_3: 0.8928 (0.8857)  loss_vfl_aux_4: 0.8894 (0.8744)  loss_vfl_aux_5: 0.9719 (0.9742)  loss_vfl_dn_0: 0.4966 (0.4997)  loss_vfl_dn_1: 0.4819 (0.4900)  loss_vfl_dn_2: 0.4731 (0.4802)  loss_vfl_dn_3: 0.4658 (0.4760)  loss_vfl_dn_4: 0.4680 (0.4793)  loss_vfl_dn_5: 0.4725 (0.4856)  time: 0.4790  data: 0.0170  max mem: 5651
Epoch: [1]  [3700/7393]  eta: 0:29:46  lr: 0.000010  loss: 21.9044 (22.7376)  loss_bbox: 0.2161 (0.2414)  loss_bbox_aux_0: 0.2378 (0.2619)  loss_bbox_aux_1: 0.2276 (0.2447)  loss_bbox_aux_2: 0.2235 (0.2416)  loss_bbox_aux_3: 0.2153 (0.2410)  loss_bbox_aux_4: 0.2191 (0.2416)  loss_bbox_aux_5: 0.3134 (0.3396)  loss_bbox_dn_0: 0.3993 (0.4690)  loss_bbox_dn_1: 0.3324 (0.3923)  loss_bbox_dn_2: 0.3082 (0.3712)  loss_bbox_dn_3: 0.2944 (0.3648)  loss_bbox_dn_4: 0.2929 (0.3637)  loss_bbox_dn_5: 0.2929 (0.3636)  loss_giou: 0.6354 (0.6493)  loss_giou_aux_0: 0.6595 (0.6936)  loss_giou_aux_1: 0.6237 (0.6636)  loss_giou_aux_2: 0.6318 (0.6544)  loss_giou_aux_3: 0.6352 (0.6514)  loss_giou_aux_4: 0.6365 (0.6502)  loss_giou_aux_5: 0.7668 (0.8138)  loss_giou_dn_0: 0.8456 (0.8657)  loss_giou_dn_1: 0.7363 (0.7464)  loss_giou_dn_2: 0.7018 (0.7125)  loss_giou_dn_3: 0.6923 (0.7014)  loss_giou_dn_4: 0.6905 (0.6987)  loss_giou_dn_5: 0.6918 (0.6989)  loss_vfl: 0.8403 (0.8743)  loss_vfl_aux_0: 0.9827 (0.9913)  loss_vfl_aux_1: 0.9778 (0.9730)  loss_vfl_aux_2: 0.8731 (0.9205)  loss_vfl_aux_3: 0.8409 (0.8849)  loss_vfl_aux_4: 0.8384 (0.8735)  loss_vfl_aux_5: 0.9455 (0.9736)  loss_vfl_dn_0: 0.5060 (0.4997)  loss_vfl_dn_1: 0.4897 (0.4899)  loss_vfl_dn_2: 0.4796 (0.4800)  loss_vfl_dn_3: 0.4755 (0.4759)  loss_vfl_dn_4: 0.4791 (0.4791)  loss_vfl_dn_5: 0.4856 (0.4854)  time: 0.4838  data: 0.0171  max mem: 5651
Epoch: [1]  [3800/7393]  eta: 0:28:57  lr: 0.000010  loss: 21.5664 (22.7220)  loss_bbox: 0.2140 (0.2412)  loss_bbox_aux_0: 0.2313 (0.2617)  loss_bbox_aux_1: 0.2147 (0.2446)  loss_bbox_aux_2: 0.2228 (0.2415)  loss_bbox_aux_3: 0.2177 (0.2409)  loss_bbox_aux_4: 0.2196 (0.2414)  loss_bbox_aux_5: 0.3108 (0.3393)  loss_bbox_dn_0: 0.4305 (0.4686)  loss_bbox_dn_1: 0.3494 (0.3919)  loss_bbox_dn_2: 0.3264 (0.3707)  loss_bbox_dn_3: 0.3226 (0.3643)  loss_bbox_dn_4: 0.3237 (0.3632)  loss_bbox_dn_5: 0.3238 (0.3632)  loss_giou: 0.6032 (0.6490)  loss_giou_aux_0: 0.6321 (0.6933)  loss_giou_aux_1: 0.6096 (0.6633)  loss_giou_aux_2: 0.6117 (0.6541)  loss_giou_aux_3: 0.6042 (0.6511)  loss_giou_aux_4: 0.6052 (0.6499)  loss_giou_aux_5: 0.7768 (0.8134)  loss_giou_dn_0: 0.8235 (0.8649)  loss_giou_dn_1: 0.7014 (0.7457)  loss_giou_dn_2: 0.6682 (0.7119)  loss_giou_dn_3: 0.6586 (0.7008)  loss_giou_dn_4: 0.6543 (0.6982)  loss_giou_dn_5: 0.6545 (0.6983)  loss_vfl: 0.8474 (0.8734)  loss_vfl_aux_0: 0.9664 (0.9909)  loss_vfl_aux_1: 0.9488 (0.9723)  loss_vfl_aux_2: 0.8884 (0.9196)  loss_vfl_aux_3: 0.8422 (0.8840)  loss_vfl_aux_4: 0.8359 (0.8726)  loss_vfl_aux_5: 0.9714 (0.9734)  loss_vfl_dn_0: 0.5008 (0.4998)  loss_vfl_dn_1: 0.4904 (0.4899)  loss_vfl_dn_2: 0.4680 (0.4800)  loss_vfl_dn_3: 0.4650 (0.4757)  loss_vfl_dn_4: 0.4662 (0.4789)  loss_vfl_dn_5: 0.4739 (0.4852)  time: 0.4847  data: 0.0176  max mem: 5651
Epoch: [1]  [3900/7393]  eta: 0:28:08  lr: 0.000010  loss: 22.3948 (22.7206)  loss_bbox: 0.2415 (0.2412)  loss_bbox_aux_0: 0.2624 (0.2618)  loss_bbox_aux_1: 0.2506 (0.2446)  loss_bbox_aux_2: 0.2398 (0.2415)  loss_bbox_aux_3: 0.2436 (0.2409)  loss_bbox_aux_4: 0.2400 (0.2415)  loss_bbox_aux_5: 0.3393 (0.3392)  loss_bbox_dn_0: 0.4590 (0.4686)  loss_bbox_dn_1: 0.3773 (0.3919)  loss_bbox_dn_2: 0.3461 (0.3708)  loss_bbox_dn_3: 0.3416 (0.3644)  loss_bbox_dn_4: 0.3397 (0.3633)  loss_bbox_dn_5: 0.3397 (0.3633)  loss_giou: 0.6724 (0.6491)  loss_giou_aux_0: 0.6772 (0.6933)  loss_giou_aux_1: 0.6764 (0.6633)  loss_giou_aux_2: 0.6721 (0.6541)  loss_giou_aux_3: 0.6896 (0.6511)  loss_giou_aux_4: 0.6725 (0.6499)  loss_giou_aux_5: 0.8262 (0.8134)  loss_giou_dn_0: 0.8650 (0.8647)  loss_giou_dn_1: 0.7455 (0.7456)  loss_giou_dn_2: 0.7170 (0.7119)  loss_giou_dn_3: 0.7034 (0.7008)  loss_giou_dn_4: 0.7009 (0.6981)  loss_giou_dn_5: 0.7017 (0.6983)  loss_vfl: 0.8124 (0.8734)  loss_vfl_aux_0: 0.9049 (0.9907)  loss_vfl_aux_1: 0.9251 (0.9723)  loss_vfl_aux_2: 0.8677 (0.9196)  loss_vfl_aux_3: 0.8051 (0.8839)  loss_vfl_aux_4: 0.8114 (0.8725)  loss_vfl_aux_5: 0.8836 (0.9730)  loss_vfl_dn_0: 0.4999 (0.4998)  loss_vfl_dn_1: 0.4841 (0.4898)  loss_vfl_dn_2: 0.4715 (0.4799)  loss_vfl_dn_3: 0.4628 (0.4757)  loss_vfl_dn_4: 0.4610 (0.4788)  loss_vfl_dn_5: 0.4689 (0.4850)  time: 0.4754  data: 0.0171  max mem: 5651
Epoch: [1]  [4000/7393]  eta: 0:27:19  lr: 0.000010  loss: 22.1596 (22.7078)  loss_bbox: 0.2283 (0.2412)  loss_bbox_aux_0: 0.2700 (0.2617)  loss_bbox_aux_1: 0.2341 (0.2445)  loss_bbox_aux_2: 0.2382 (0.2414)  loss_bbox_aux_3: 0.2315 (0.2409)  loss_bbox_aux_4: 0.2368 (0.2414)  loss_bbox_aux_5: 0.3526 (0.3391)  loss_bbox_dn_0: 0.4902 (0.4682)  loss_bbox_dn_1: 0.4072 (0.3915)  loss_bbox_dn_2: 0.3849 (0.3704)  loss_bbox_dn_3: 0.3809 (0.3640)  loss_bbox_dn_4: 0.3821 (0.3629)  loss_bbox_dn_5: 0.3822 (0.3629)  loss_giou: 0.6293 (0.6489)  loss_giou_aux_0: 0.6631 (0.6931)  loss_giou_aux_1: 0.6313 (0.6631)  loss_giou_aux_2: 0.6263 (0.6539)  loss_giou_aux_3: 0.6243 (0.6509)  loss_giou_aux_4: 0.6290 (0.6498)  loss_giou_aux_5: 0.7742 (0.8132)  loss_giou_dn_0: 0.8298 (0.8640)  loss_giou_dn_1: 0.7078 (0.7450)  loss_giou_dn_2: 0.6754 (0.7113)  loss_giou_dn_3: 0.6672 (0.7003)  loss_giou_dn_4: 0.6653 (0.6976)  loss_giou_dn_5: 0.6652 (0.6978)  loss_vfl: 0.8686 (0.8726)  loss_vfl_aux_0: 0.9986 (0.9904)  loss_vfl_aux_1: 0.9560 (0.9718)  loss_vfl_aux_2: 0.9294 (0.9189)  loss_vfl_aux_3: 0.8555 (0.8831)  loss_vfl_aux_4: 0.8563 (0.8717)  loss_vfl_aux_5: 0.9531 (0.9725)  loss_vfl_dn_0: 0.4939 (0.4997)  loss_vfl_dn_1: 0.4828 (0.4897)  loss_vfl_dn_2: 0.4701 (0.4797)  loss_vfl_dn_3: 0.4638 (0.4754)  loss_vfl_dn_4: 0.4649 (0.4785)  loss_vfl_dn_5: 0.4689 (0.4847)  time: 0.4710  data: 0.0177  max mem: 5651
Epoch: [1]  [4100/7393]  eta: 0:26:30  lr: 0.000010  loss: 22.1125 (22.6986)  loss_bbox: 0.2231 (0.2410)  loss_bbox_aux_0: 0.2473 (0.2615)  loss_bbox_aux_1: 0.2284 (0.2443)  loss_bbox_aux_2: 0.2246 (0.2413)  loss_bbox_aux_3: 0.2220 (0.2408)  loss_bbox_aux_4: 0.2133 (0.2413)  loss_bbox_aux_5: 0.3310 (0.3389)  loss_bbox_dn_0: 0.3935 (0.4679)  loss_bbox_dn_1: 0.3396 (0.3913)  loss_bbox_dn_2: 0.3162 (0.3702)  loss_bbox_dn_3: 0.3138 (0.3638)  loss_bbox_dn_4: 0.3140 (0.3627)  loss_bbox_dn_5: 0.3141 (0.3627)  loss_giou: 0.6468 (0.6488)  loss_giou_aux_0: 0.6848 (0.6930)  loss_giou_aux_1: 0.6558 (0.6629)  loss_giou_aux_2: 0.6455 (0.6538)  loss_giou_aux_3: 0.6392 (0.6508)  loss_giou_aux_4: 0.6478 (0.6497)  loss_giou_aux_5: 0.8265 (0.8131)  loss_giou_dn_0: 0.8449 (0.8637)  loss_giou_dn_1: 0.7351 (0.7448)  loss_giou_dn_2: 0.7026 (0.7111)  loss_giou_dn_3: 0.6929 (0.7001)  loss_giou_dn_4: 0.6905 (0.6975)  loss_giou_dn_5: 0.6907 (0.6976)  loss_vfl: 0.8645 (0.8719)  loss_vfl_aux_0: 0.9605 (0.9902)  loss_vfl_aux_1: 0.9259 (0.9715)  loss_vfl_aux_2: 0.8903 (0.9184)  loss_vfl_aux_3: 0.8689 (0.8825)  loss_vfl_aux_4: 0.8471 (0.8710)  loss_vfl_aux_5: 0.9354 (0.9723)  loss_vfl_dn_0: 0.4898 (0.4996)  loss_vfl_dn_1: 0.4752 (0.4896)  loss_vfl_dn_2: 0.4620 (0.4794)  loss_vfl_dn_3: 0.4591 (0.4752)  loss_vfl_dn_4: 0.4579 (0.4782)  loss_vfl_dn_5: 0.4605 (0.4843)  time: 0.4778  data: 0.0173  max mem: 5651
Epoch: [1]  [4200/7393]  eta: 0:25:42  lr: 0.000010  loss: 22.6780 (22.6913)  loss_bbox: 0.2314 (0.2410)  loss_bbox_aux_0: 0.2451 (0.2615)  loss_bbox_aux_1: 0.2496 (0.2443)  loss_bbox_aux_2: 0.2328 (0.2413)  loss_bbox_aux_3: 0.2303 (0.2408)  loss_bbox_aux_4: 0.2351 (0.2412)  loss_bbox_aux_5: 0.3227 (0.3388)  loss_bbox_dn_0: 0.4386 (0.4675)  loss_bbox_dn_1: 0.3646 (0.3909)  loss_bbox_dn_2: 0.3401 (0.3699)  loss_bbox_dn_3: 0.3321 (0.3635)  loss_bbox_dn_4: 0.3295 (0.3624)  loss_bbox_dn_5: 0.3294 (0.3624)  loss_giou: 0.6518 (0.6489)  loss_giou_aux_0: 0.6833 (0.6929)  loss_giou_aux_1: 0.6645 (0.6629)  loss_giou_aux_2: 0.6494 (0.6538)  loss_giou_aux_3: 0.6511 (0.6509)  loss_giou_aux_4: 0.6491 (0.6497)  loss_giou_aux_5: 0.7998 (0.8130)  loss_giou_dn_0: 0.8609 (0.8633)  loss_giou_dn_1: 0.7449 (0.7445)  loss_giou_dn_2: 0.7174 (0.7109)  loss_giou_dn_3: 0.7053 (0.7000)  loss_giou_dn_4: 0.7076 (0.6973)  loss_giou_dn_5: 0.7083 (0.6975)  loss_vfl: 0.8426 (0.8714)  loss_vfl_aux_0: 0.9601 (0.9899)  loss_vfl_aux_1: 0.9532 (0.9711)  loss_vfl_aux_2: 0.8806 (0.9181)  loss_vfl_aux_3: 0.8499 (0.8820)  loss_vfl_aux_4: 0.8303 (0.8707)  loss_vfl_aux_5: 0.9149 (0.9718)  loss_vfl_dn_0: 0.4967 (0.4996)  loss_vfl_dn_1: 0.4857 (0.4894)  loss_vfl_dn_2: 0.4659 (0.4792)  loss_vfl_dn_3: 0.4637 (0.4749)  loss_vfl_dn_4: 0.4677 (0.4779)  loss_vfl_dn_5: 0.4763 (0.4840)  time: 0.4807  data: 0.0172  max mem: 5651
Epoch: [1]  [4300/7393]  eta: 0:24:54  lr: 0.000010  loss: 22.4709 (22.6819)  loss_bbox: 0.2143 (0.2410)  loss_bbox_aux_0: 0.2404 (0.2615)  loss_bbox_aux_1: 0.2234 (0.2443)  loss_bbox_aux_2: 0.2263 (0.2413)  loss_bbox_aux_3: 0.2155 (0.2408)  loss_bbox_aux_4: 0.2204 (0.2413)  loss_bbox_aux_5: 0.3082 (0.3387)  loss_bbox_dn_0: 0.4675 (0.4675)  loss_bbox_dn_1: 0.3702 (0.3909)  loss_bbox_dn_2: 0.3424 (0.3698)  loss_bbox_dn_3: 0.3339 (0.3635)  loss_bbox_dn_4: 0.3327 (0.3624)  loss_bbox_dn_5: 0.3330 (0.3623)  loss_giou: 0.6074 (0.6482)  loss_giou_aux_0: 0.6422 (0.6923)  loss_giou_aux_1: 0.6213 (0.6623)  loss_giou_aux_2: 0.6123 (0.6532)  loss_giou_aux_3: 0.6105 (0.6502)  loss_giou_aux_4: 0.6045 (0.6490)  loss_giou_aux_5: 0.7702 (0.8124)  loss_giou_dn_0: 0.8251 (0.8626)  loss_giou_dn_1: 0.6975 (0.7438)  loss_giou_dn_2: 0.6668 (0.7103)  loss_giou_dn_3: 0.6582 (0.6993)  loss_giou_dn_4: 0.6574 (0.6967)  loss_giou_dn_5: 0.6576 (0.6968)  loss_vfl: 0.8596 (0.8713)  loss_vfl_aux_0: 1.0178 (0.9900)  loss_vfl_aux_1: 0.9959 (0.9711)  loss_vfl_aux_2: 0.9157 (0.9179)  loss_vfl_aux_3: 0.8796 (0.8820)  loss_vfl_aux_4: 0.8651 (0.8705)  loss_vfl_aux_5: 0.9688 (0.9721)  loss_vfl_dn_0: 0.4957 (0.4996)  loss_vfl_dn_1: 0.4827 (0.4894)  loss_vfl_dn_2: 0.4717 (0.4791)  loss_vfl_dn_3: 0.4671 (0.4748)  loss_vfl_dn_4: 0.4697 (0.4778)  loss_vfl_dn_5: 0.4730 (0.4838)  time: 0.4853  data: 0.0174  max mem: 5651
Epoch: [1]  [4400/7393]  eta: 0:24:05  lr: 0.000010  loss: 22.2075 (22.6737)  loss_bbox: 0.2427 (0.2409)  loss_bbox_aux_0: 0.2507 (0.2613)  loss_bbox_aux_1: 0.2295 (0.2442)  loss_bbox_aux_2: 0.2246 (0.2412)  loss_bbox_aux_3: 0.2304 (0.2407)  loss_bbox_aux_4: 0.2358 (0.2412)  loss_bbox_aux_5: 0.3359 (0.3385)  loss_bbox_dn_0: 0.4171 (0.4673)  loss_bbox_dn_1: 0.3377 (0.3906)  loss_bbox_dn_2: 0.3222 (0.3696)  loss_bbox_dn_3: 0.3215 (0.3632)  loss_bbox_dn_4: 0.3201 (0.3621)  loss_bbox_dn_5: 0.3200 (0.3621)  loss_giou: 0.6366 (0.6479)  loss_giou_aux_0: 0.6672 (0.6918)  loss_giou_aux_1: 0.6523 (0.6619)  loss_giou_aux_2: 0.6358 (0.6528)  loss_giou_aux_3: 0.6331 (0.6498)  loss_giou_aux_4: 0.6387 (0.6487)  loss_giou_aux_5: 0.7922 (0.8120)  loss_giou_dn_0: 0.8236 (0.8621)  loss_giou_dn_1: 0.7068 (0.7433)  loss_giou_dn_2: 0.6763 (0.7098)  loss_giou_dn_3: 0.6658 (0.6988)  loss_giou_dn_4: 0.6633 (0.6962)  loss_giou_dn_5: 0.6634 (0.6964)  loss_vfl: 0.8236 (0.8712)  loss_vfl_aux_0: 0.9681 (0.9903)  loss_vfl_aux_1: 0.9156 (0.9714)  loss_vfl_aux_2: 0.8866 (0.9181)  loss_vfl_aux_3: 0.8418 (0.8820)  loss_vfl_aux_4: 0.8232 (0.8705)  loss_vfl_aux_5: 0.9561 (0.9723)  loss_vfl_dn_0: 0.5058 (0.4997)  loss_vfl_dn_1: 0.4884 (0.4893)  loss_vfl_dn_2: 0.4744 (0.4790)  loss_vfl_dn_3: 0.4672 (0.4747)  loss_vfl_dn_4: 0.4700 (0.4776)  loss_vfl_dn_5: 0.4730 (0.4836)  time: 0.4715  data: 0.0172  max mem: 5651
Epoch: [1]  [4500/7393]  eta: 0:23:20  lr: 0.000010  loss: 21.9713 (22.6638)  loss_bbox: 0.2278 (0.2407)  loss_bbox_aux_0: 0.2679 (0.2611)  loss_bbox_aux_1: 0.2497 (0.2441)  loss_bbox_aux_2: 0.2431 (0.2410)  loss_bbox_aux_3: 0.2347 (0.2405)  loss_bbox_aux_4: 0.2280 (0.2410)  loss_bbox_aux_5: 0.3488 (0.3384)  loss_bbox_dn_0: 0.4460 (0.4671)  loss_bbox_dn_1: 0.3550 (0.3904)  loss_bbox_dn_2: 0.3262 (0.3694)  loss_bbox_dn_3: 0.3183 (0.3630)  loss_bbox_dn_4: 0.3171 (0.3619)  loss_bbox_dn_5: 0.3175 (0.3619)  loss_giou: 0.6039 (0.6475)  loss_giou_aux_0: 0.6665 (0.6914)  loss_giou_aux_1: 0.6223 (0.6615)  loss_giou_aux_2: 0.6214 (0.6524)  loss_giou_aux_3: 0.6121 (0.6495)  loss_giou_aux_4: 0.6076 (0.6483)  loss_giou_aux_5: 0.7867 (0.8117)  loss_giou_dn_0: 0.8093 (0.8615)  loss_giou_dn_1: 0.6983 (0.7427)  loss_giou_dn_2: 0.6621 (0.7092)  loss_giou_dn_3: 0.6537 (0.6983)  loss_giou_dn_4: 0.6520 (0.6957)  loss_giou_dn_5: 0.6517 (0.6959)  loss_vfl: 0.8232 (0.8710)  loss_vfl_aux_0: 0.9361 (0.9904)  loss_vfl_aux_1: 0.9360 (0.9714)  loss_vfl_aux_2: 0.8632 (0.9179)  loss_vfl_aux_3: 0.8386 (0.8817)  loss_vfl_aux_4: 0.8462 (0.8702)  loss_vfl_aux_5: 0.9290 (0.9723)  loss_vfl_dn_0: 0.4939 (0.4996)  loss_vfl_dn_1: 0.4818 (0.4892)  loss_vfl_dn_2: 0.4725 (0.4788)  loss_vfl_dn_3: 0.4590 (0.4745)  loss_vfl_dn_4: 0.4632 (0.4774)  loss_vfl_dn_5: 0.4673 (0.4834)  time: 0.4744  data: 0.0173  max mem: 5651
Epoch: [1]  [4600/7393]  eta: 0:22:36  lr: 0.000010  loss: 21.9751 (22.6533)  loss_bbox: 0.2226 (0.2407)  loss_bbox_aux_0: 0.2381 (0.2611)  loss_bbox_aux_1: 0.2292 (0.2441)  loss_bbox_aux_2: 0.2248 (0.2411)  loss_bbox_aux_3: 0.2219 (0.2405)  loss_bbox_aux_4: 0.2258 (0.2410)  loss_bbox_aux_5: 0.3296 (0.3384)  loss_bbox_dn_0: 0.4693 (0.4668)  loss_bbox_dn_1: 0.3702 (0.3901)  loss_bbox_dn_2: 0.3419 (0.3691)  loss_bbox_dn_3: 0.3362 (0.3627)  loss_bbox_dn_4: 0.3360 (0.3616)  loss_bbox_dn_5: 0.3360 (0.3616)  loss_giou: 0.6016 (0.6473)  loss_giou_aux_0: 0.6484 (0.6912)  loss_giou_aux_1: 0.6049 (0.6613)  loss_giou_aux_2: 0.5903 (0.6522)  loss_giou_aux_3: 0.5958 (0.6493)  loss_giou_aux_4: 0.5954 (0.6482)  loss_giou_aux_5: 0.7813 (0.8115)  loss_giou_dn_0: 0.8326 (0.8610)  loss_giou_dn_1: 0.7092 (0.7421)  loss_giou_dn_2: 0.6826 (0.7087)  loss_giou_dn_3: 0.6730 (0.6978)  loss_giou_dn_4: 0.6704 (0.6952)  loss_giou_dn_5: 0.6711 (0.6954)  loss_vfl: 0.8425 (0.8703)  loss_vfl_aux_0: 0.9513 (0.9899)  loss_vfl_aux_1: 0.9568 (0.9707)  loss_vfl_aux_2: 0.8615 (0.9173)  loss_vfl_aux_3: 0.8477 (0.8812)  loss_vfl_aux_4: 0.8442 (0.8695)  loss_vfl_aux_5: 0.9291 (0.9720)  loss_vfl_dn_0: 0.4931 (0.4996)  loss_vfl_dn_1: 0.4842 (0.4892)  loss_vfl_dn_2: 0.4713 (0.4788)  loss_vfl_dn_3: 0.4660 (0.4744)  loss_vfl_dn_4: 0.4661 (0.4773)  loss_vfl_dn_5: 0.4717 (0.4832)  time: 0.4830  data: 0.0175  max mem: 5651
Epoch: [1]  [4700/7393]  eta: 0:21:50  lr: 0.000010  loss: 21.8500 (22.6458)  loss_bbox: 0.2398 (0.2408)  loss_bbox_aux_0: 0.2476 (0.2611)  loss_bbox_aux_1: 0.2350 (0.2441)  loss_bbox_aux_2: 0.2252 (0.2411)  loss_bbox_aux_3: 0.2401 (0.2406)  loss_bbox_aux_4: 0.2389 (0.2410)  loss_bbox_aux_5: 0.3524 (0.3384)  loss_bbox_dn_0: 0.4452 (0.4667)  loss_bbox_dn_1: 0.3599 (0.3900)  loss_bbox_dn_2: 0.3457 (0.3690)  loss_bbox_dn_3: 0.3428 (0.3626)  loss_bbox_dn_4: 0.3445 (0.3615)  loss_bbox_dn_5: 0.3451 (0.3615)  loss_giou: 0.5876 (0.6470)  loss_giou_aux_0: 0.6465 (0.6908)  loss_giou_aux_1: 0.6231 (0.6610)  loss_giou_aux_2: 0.6240 (0.6520)  loss_giou_aux_3: 0.6180 (0.6490)  loss_giou_aux_4: 0.6225 (0.6479)  loss_giou_aux_5: 0.7578 (0.8112)  loss_giou_dn_0: 0.8275 (0.8604)  loss_giou_dn_1: 0.7010 (0.7416)  loss_giou_dn_2: 0.6683 (0.7083)  loss_giou_dn_3: 0.6583 (0.6974)  loss_giou_dn_4: 0.6563 (0.6948)  loss_giou_dn_5: 0.6554 (0.6949)  loss_vfl: 0.8349 (0.8701)  loss_vfl_aux_0: 0.9738 (0.9897)  loss_vfl_aux_1: 0.9298 (0.9705)  loss_vfl_aux_2: 0.8746 (0.9170)  loss_vfl_aux_3: 0.8483 (0.8809)  loss_vfl_aux_4: 0.8524 (0.8693)  loss_vfl_aux_5: 1.0001 (0.9719)  loss_vfl_dn_0: 0.4989 (0.4996)  loss_vfl_dn_1: 0.4840 (0.4891)  loss_vfl_dn_2: 0.4707 (0.4787)  loss_vfl_dn_3: 0.4634 (0.4742)  loss_vfl_dn_4: 0.4637 (0.4771)  loss_vfl_dn_5: 0.4672 (0.4831)  time: 0.4936  data: 0.0175  max mem: 5651
Epoch: [1]  [4800/7393]  eta: 0:21:00  lr: 0.000010  loss: 21.5058 (22.6331)  loss_bbox: 0.2174 (0.2404)  loss_bbox_aux_0: 0.2318 (0.2608)  loss_bbox_aux_1: 0.2304 (0.2439)  loss_bbox_aux_2: 0.2285 (0.2408)  loss_bbox_aux_3: 0.2186 (0.2402)  loss_bbox_aux_4: 0.2192 (0.2407)  loss_bbox_aux_5: 0.3183 (0.3381)  loss_bbox_dn_0: 0.4350 (0.4661)  loss_bbox_dn_1: 0.3701 (0.3894)  loss_bbox_dn_2: 0.3435 (0.3684)  loss_bbox_dn_3: 0.3329 (0.3621)  loss_bbox_dn_4: 0.3340 (0.3610)  loss_bbox_dn_5: 0.3340 (0.3609)  loss_giou: 0.5850 (0.6469)  loss_giou_aux_0: 0.6546 (0.6907)  loss_giou_aux_1: 0.6091 (0.6610)  loss_giou_aux_2: 0.5953 (0.6519)  loss_giou_aux_3: 0.5925 (0.6489)  loss_giou_aux_4: 0.5932 (0.6478)  loss_giou_aux_5: 0.8181 (0.8111)  loss_giou_dn_0: 0.8403 (0.8600)  loss_giou_dn_1: 0.7029 (0.7413)  loss_giou_dn_2: 0.6767 (0.7080)  loss_giou_dn_3: 0.6721 (0.6971)  loss_giou_dn_4: 0.6690 (0.6945)  loss_giou_dn_5: 0.6692 (0.6947)  loss_vfl: 0.7741 (0.8697)  loss_vfl_aux_0: 0.9066 (0.9891)  loss_vfl_aux_1: 0.8909 (0.9698)  loss_vfl_aux_2: 0.8136 (0.9164)  loss_vfl_aux_3: 0.8000 (0.8805)  loss_vfl_aux_4: 0.8016 (0.8689)  loss_vfl_aux_5: 0.8624 (0.9713)  loss_vfl_dn_0: 0.4952 (0.4996)  loss_vfl_dn_1: 0.4749 (0.4889)  loss_vfl_dn_2: 0.4577 (0.4784)  loss_vfl_dn_3: 0.4490 (0.4740)  loss_vfl_dn_4: 0.4525 (0.4768)  loss_vfl_dn_5: 0.4547 (0.4828)  time: 0.4600  data: 0.0163  max mem: 5651
Epoch: [1]  [4900/7393]  eta: 0:20:11  lr: 0.000010  loss: 21.5443 (22.6259)  loss_bbox: 0.2106 (0.2404)  loss_bbox_aux_0: 0.2253 (0.2607)  loss_bbox_aux_1: 0.2062 (0.2438)  loss_bbox_aux_2: 0.2035 (0.2408)  loss_bbox_aux_3: 0.2072 (0.2401)  loss_bbox_aux_4: 0.2121 (0.2407)  loss_bbox_aux_5: 0.3016 (0.3380)  loss_bbox_dn_0: 0.4230 (0.4659)  loss_bbox_dn_1: 0.3652 (0.3893)  loss_bbox_dn_2: 0.3286 (0.3683)  loss_bbox_dn_3: 0.3218 (0.3619)  loss_bbox_dn_4: 0.3217 (0.3608)  loss_bbox_dn_5: 0.3216 (0.3608)  loss_giou: 0.6059 (0.6467)  loss_giou_aux_0: 0.6605 (0.6903)  loss_giou_aux_1: 0.6173 (0.6606)  loss_giou_aux_2: 0.5982 (0.6515)  loss_giou_aux_3: 0.6032 (0.6486)  loss_giou_aux_4: 0.6109 (0.6475)  loss_giou_aux_5: 0.7462 (0.8107)  loss_giou_dn_0: 0.8170 (0.8595)  loss_giou_dn_1: 0.7027 (0.7408)  loss_giou_dn_2: 0.6641 (0.7076)  loss_giou_dn_3: 0.6526 (0.6967)  loss_giou_dn_4: 0.6496 (0.6941)  loss_giou_dn_5: 0.6494 (0.6943)  loss_vfl: 0.8553 (0.8696)  loss_vfl_aux_0: 0.9693 (0.9892)  loss_vfl_aux_1: 0.9517 (0.9697)  loss_vfl_aux_2: 0.8961 (0.9163)  loss_vfl_aux_3: 0.8758 (0.8804)  loss_vfl_aux_4: 0.8460 (0.8687)  loss_vfl_aux_5: 0.9910 (0.9715)  loss_vfl_dn_0: 0.5014 (0.4996)  loss_vfl_dn_1: 0.4859 (0.4889)  loss_vfl_dn_2: 0.4665 (0.4784)  loss_vfl_dn_3: 0.4676 (0.4739)  loss_vfl_dn_4: 0.4591 (0.4768)  loss_vfl_dn_5: 0.4681 (0.4827)  time: 0.4499  data: 0.0167  max mem: 5651
Epoch: [1]  [5000/7393]  eta: 0:19:21  lr: 0.000010  loss: 21.6122 (22.6132)  loss_bbox: 0.2248 (0.2402)  loss_bbox_aux_0: 0.2396 (0.2604)  loss_bbox_aux_1: 0.2224 (0.2436)  loss_bbox_aux_2: 0.2230 (0.2406)  loss_bbox_aux_3: 0.2231 (0.2399)  loss_bbox_aux_4: 0.2250 (0.2405)  loss_bbox_aux_5: 0.3221 (0.3376)  loss_bbox_dn_0: 0.4435 (0.4653)  loss_bbox_dn_1: 0.3804 (0.3887)  loss_bbox_dn_2: 0.3558 (0.3678)  loss_bbox_dn_3: 0.3472 (0.3614)  loss_bbox_dn_4: 0.3473 (0.3603)  loss_bbox_dn_5: 0.3474 (0.3603)  loss_giou: 0.5768 (0.6468)  loss_giou_aux_0: 0.6243 (0.6903)  loss_giou_aux_1: 0.6030 (0.6606)  loss_giou_aux_2: 0.5820 (0.6516)  loss_giou_aux_3: 0.5758 (0.6486)  loss_giou_aux_4: 0.5766 (0.6476)  loss_giou_aux_5: 0.7434 (0.8106)  loss_giou_dn_0: 0.8075 (0.8590)  loss_giou_dn_1: 0.6895 (0.7404)  loss_giou_dn_2: 0.6491 (0.7072)  loss_giou_dn_3: 0.6345 (0.6964)  loss_giou_dn_4: 0.6322 (0.6938)  loss_giou_dn_5: 0.6322 (0.6940)  loss_vfl: 0.8521 (0.8687)  loss_vfl_aux_0: 1.0071 (0.9886)  loss_vfl_aux_1: 0.9806 (0.9689)  loss_vfl_aux_2: 0.9120 (0.9155)  loss_vfl_aux_3: 0.8726 (0.8796)  loss_vfl_aux_4: 0.8408 (0.8679)  loss_vfl_aux_5: 0.9614 (0.9710)  loss_vfl_dn_0: 0.5113 (0.4996)  loss_vfl_dn_1: 0.4955 (0.4888)  loss_vfl_dn_2: 0.4865 (0.4783)  loss_vfl_dn_3: 0.4758 (0.4737)  loss_vfl_dn_4: 0.4735 (0.4765)  loss_vfl_dn_5: 0.4781 (0.4824)  time: 0.4634  data: 0.0158  max mem: 5651
Epoch: [1]  [5100/7393]  eta: 0:18:31  lr: 0.000010  loss: 21.8394 (22.6039)  loss_bbox: 0.2380 (0.2401)  loss_bbox_aux_0: 0.2563 (0.2604)  loss_bbox_aux_1: 0.2452 (0.2436)  loss_bbox_aux_2: 0.2360 (0.2405)  loss_bbox_aux_3: 0.2316 (0.2398)  loss_bbox_aux_4: 0.2356 (0.2403)  loss_bbox_aux_5: 0.3314 (0.3376)  loss_bbox_dn_0: 0.4353 (0.4653)  loss_bbox_dn_1: 0.3538 (0.3887)  loss_bbox_dn_2: 0.3373 (0.3677)  loss_bbox_dn_3: 0.3309 (0.3614)  loss_bbox_dn_4: 0.3283 (0.3603)  loss_bbox_dn_5: 0.3283 (0.3603)  loss_giou: 0.6265 (0.6461)  loss_giou_aux_0: 0.6743 (0.6897)  loss_giou_aux_1: 0.6399 (0.6601)  loss_giou_aux_2: 0.6291 (0.6510)  loss_giou_aux_3: 0.6175 (0.6480)  loss_giou_aux_4: 0.6255 (0.6470)  loss_giou_aux_5: 0.7808 (0.8101)  loss_giou_dn_0: 0.8280 (0.8583)  loss_giou_dn_1: 0.7056 (0.7398)  loss_giou_dn_2: 0.6784 (0.7066)  loss_giou_dn_3: 0.6704 (0.6958)  loss_giou_dn_4: 0.6694 (0.6932)  loss_giou_dn_5: 0.6696 (0.6934)  loss_vfl: 0.8576 (0.8686)  loss_vfl_aux_0: 0.9269 (0.9886)  loss_vfl_aux_1: 0.9293 (0.9688)  loss_vfl_aux_2: 0.8751 (0.9153)  loss_vfl_aux_3: 0.8622 (0.8796)  loss_vfl_aux_4: 0.8443 (0.8679)  loss_vfl_aux_5: 0.9187 (0.9711)  loss_vfl_dn_0: 0.4960 (0.4997)  loss_vfl_dn_1: 0.4797 (0.4887)  loss_vfl_dn_2: 0.4678 (0.4781)  loss_vfl_dn_3: 0.4606 (0.4736)  loss_vfl_dn_4: 0.4594 (0.4764)  loss_vfl_dn_5: 0.4650 (0.4822)  time: 0.4569  data: 0.0147  max mem: 5651
Epoch: [1]  [5200/7393]  eta: 0:17:42  lr: 0.000010  loss: 21.7038 (22.5941)  loss_bbox: 0.2433 (0.2400)  loss_bbox_aux_0: 0.2575 (0.2603)  loss_bbox_aux_1: 0.2350 (0.2435)  loss_bbox_aux_2: 0.2398 (0.2405)  loss_bbox_aux_3: 0.2401 (0.2398)  loss_bbox_aux_4: 0.2455 (0.2403)  loss_bbox_aux_5: 0.3227 (0.3375)  loss_bbox_dn_0: 0.4030 (0.4649)  loss_bbox_dn_1: 0.3242 (0.3883)  loss_bbox_dn_2: 0.3074 (0.3673)  loss_bbox_dn_3: 0.3018 (0.3610)  loss_bbox_dn_4: 0.3018 (0.3599)  loss_bbox_dn_5: 0.3019 (0.3599)  loss_giou: 0.6271 (0.6459)  loss_giou_aux_0: 0.6697 (0.6894)  loss_giou_aux_1: 0.6417 (0.6598)  loss_giou_aux_2: 0.6263 (0.6507)  loss_giou_aux_3: 0.6247 (0.6477)  loss_giou_aux_4: 0.6271 (0.6467)  loss_giou_aux_5: 0.7806 (0.8098)  loss_giou_dn_0: 0.8474 (0.8578)  loss_giou_dn_1: 0.7095 (0.7393)  loss_giou_dn_2: 0.6775 (0.7061)  loss_giou_dn_3: 0.6668 (0.6953)  loss_giou_dn_4: 0.6649 (0.6928)  loss_giou_dn_5: 0.6650 (0.6929)  loss_vfl: 0.8320 (0.8683)  loss_vfl_aux_0: 0.9552 (0.9884)  loss_vfl_aux_1: 0.9225 (0.9686)  loss_vfl_aux_2: 0.8865 (0.9150)  loss_vfl_aux_3: 0.8555 (0.8793)  loss_vfl_aux_4: 0.8355 (0.8676)  loss_vfl_aux_5: 0.9286 (0.9710)  loss_vfl_dn_0: 0.4923 (0.4997)  loss_vfl_dn_1: 0.4827 (0.4887)  loss_vfl_dn_2: 0.4697 (0.4781)  loss_vfl_dn_3: 0.4638 (0.4735)  loss_vfl_dn_4: 0.4642 (0.4762)  loss_vfl_dn_5: 0.4667 (0.4820)  time: 0.4724  data: 0.0143  max mem: 5651
Epoch: [1]  [5300/7393]  eta: 0:16:52  lr: 0.000010  loss: 21.1865 (22.5808)  loss_bbox: 0.2185 (0.2399)  loss_bbox_aux_0: 0.2403 (0.2601)  loss_bbox_aux_1: 0.2228 (0.2433)  loss_bbox_aux_2: 0.2231 (0.2403)  loss_bbox_aux_3: 0.2252 (0.2396)  loss_bbox_aux_4: 0.2233 (0.2401)  loss_bbox_aux_5: 0.2866 (0.3371)  loss_bbox_dn_0: 0.4036 (0.4644)  loss_bbox_dn_1: 0.3266 (0.3878)  loss_bbox_dn_2: 0.3076 (0.3669)  loss_bbox_dn_3: 0.3010 (0.3606)  loss_bbox_dn_4: 0.2992 (0.3595)  loss_bbox_dn_5: 0.2992 (0.3595)  loss_giou: 0.6739 (0.6457)  loss_giou_aux_0: 0.7053 (0.6891)  loss_giou_aux_1: 0.6682 (0.6595)  loss_giou_aux_2: 0.6767 (0.6505)  loss_giou_aux_3: 0.6770 (0.6475)  loss_giou_aux_4: 0.6749 (0.6465)  loss_giou_aux_5: 0.8064 (0.8094)  loss_giou_dn_0: 0.8312 (0.8573)  loss_giou_dn_1: 0.7038 (0.7388)  loss_giou_dn_2: 0.6781 (0.7057)  loss_giou_dn_3: 0.6686 (0.6949)  loss_giou_dn_4: 0.6677 (0.6924)  loss_giou_dn_5: 0.6677 (0.6925)  loss_vfl: 0.8243 (0.8677)  loss_vfl_aux_0: 0.9246 (0.9880)  loss_vfl_aux_1: 0.9324 (0.9683)  loss_vfl_aux_2: 0.8812 (0.9145)  loss_vfl_aux_3: 0.8210 (0.8787)  loss_vfl_aux_4: 0.8399 (0.8669)  loss_vfl_aux_5: 0.9386 (0.9710)  loss_vfl_dn_0: 0.4953 (0.4996)  loss_vfl_dn_1: 0.4829 (0.4885)  loss_vfl_dn_2: 0.4660 (0.4779)  loss_vfl_dn_3: 0.4629 (0.4733)  loss_vfl_dn_4: 0.4575 (0.4760)  loss_vfl_dn_5: 0.4614 (0.4817)  time: 0.4575  data: 0.0142  max mem: 5651
Epoch: [1]  [5400/7393]  eta: 0:16:03  lr: 0.000010  loss: 21.8464 (22.5691)  loss_bbox: 0.2287 (0.2396)  loss_bbox_aux_0: 0.2582 (0.2598)  loss_bbox_aux_1: 0.2406 (0.2431)  loss_bbox_aux_2: 0.2356 (0.2400)  loss_bbox_aux_3: 0.2364 (0.2393)  loss_bbox_aux_4: 0.2359 (0.2398)  loss_bbox_aux_5: 0.3357 (0.3368)  loss_bbox_dn_0: 0.4412 (0.4638)  loss_bbox_dn_1: 0.3574 (0.3873)  loss_bbox_dn_2: 0.3323 (0.3664)  loss_bbox_dn_3: 0.3288 (0.3601)  loss_bbox_dn_4: 0.3288 (0.3590)  loss_bbox_dn_5: 0.3289 (0.3590)  loss_giou: 0.5703 (0.6455)  loss_giou_aux_0: 0.6012 (0.6890)  loss_giou_aux_1: 0.5757 (0.6593)  loss_giou_aux_2: 0.5753 (0.6503)  loss_giou_aux_3: 0.5707 (0.6474)  loss_giou_aux_4: 0.5619 (0.6464)  loss_giou_aux_5: 0.7540 (0.8094)  loss_giou_dn_0: 0.7888 (0.8568)  loss_giou_dn_1: 0.6727 (0.7384)  loss_giou_dn_2: 0.6453 (0.7053)  loss_giou_dn_3: 0.6349 (0.6946)  loss_giou_dn_4: 0.6331 (0.6920)  loss_giou_dn_5: 0.6331 (0.6922)  loss_vfl: 0.8617 (0.8672)  loss_vfl_aux_0: 0.9460 (0.9878)  loss_vfl_aux_1: 0.9599 (0.9679)  loss_vfl_aux_2: 0.9009 (0.9141)  loss_vfl_aux_3: 0.8684 (0.8782)  loss_vfl_aux_4: 0.8469 (0.8664)  loss_vfl_aux_5: 0.9300 (0.9707)  loss_vfl_dn_0: 0.5084 (0.4996)  loss_vfl_dn_1: 0.4925 (0.4884)  loss_vfl_dn_2: 0.4774 (0.4778)  loss_vfl_dn_3: 0.4719 (0.4732)  loss_vfl_dn_4: 0.4722 (0.4758)  loss_vfl_dn_5: 0.4766 (0.4815)  time: 0.4600  data: 0.0143  max mem: 5651
Epoch: [1]  [5500/7393]  eta: 0:15:14  lr: 0.000010  loss: 21.6961 (22.5591)  loss_bbox: 0.2201 (0.2394)  loss_bbox_aux_0: 0.2487 (0.2597)  loss_bbox_aux_1: 0.2301 (0.2430)  loss_bbox_aux_2: 0.2228 (0.2398)  loss_bbox_aux_3: 0.2271 (0.2391)  loss_bbox_aux_4: 0.2235 (0.2397)  loss_bbox_aux_5: 0.3269 (0.3367)  loss_bbox_dn_0: 0.4197 (0.4635)  loss_bbox_dn_1: 0.3566 (0.3870)  loss_bbox_dn_2: 0.3322 (0.3660)  loss_bbox_dn_3: 0.3296 (0.3597)  loss_bbox_dn_4: 0.3282 (0.3586)  loss_bbox_dn_5: 0.3282 (0.3586)  loss_giou: 0.5967 (0.6451)  loss_giou_aux_0: 0.6479 (0.6886)  loss_giou_aux_1: 0.6170 (0.6589)  loss_giou_aux_2: 0.6053 (0.6499)  loss_giou_aux_3: 0.6034 (0.6469)  loss_giou_aux_4: 0.5975 (0.6460)  loss_giou_aux_5: 0.7831 (0.8091)  loss_giou_dn_0: 0.8168 (0.8562)  loss_giou_dn_1: 0.6990 (0.7378)  loss_giou_dn_2: 0.6681 (0.7048)  loss_giou_dn_3: 0.6591 (0.6940)  loss_giou_dn_4: 0.6570 (0.6915)  loss_giou_dn_5: 0.6576 (0.6917)  loss_vfl: 0.8434 (0.8671)  loss_vfl_aux_0: 0.9595 (0.9877)  loss_vfl_aux_1: 0.9479 (0.9677)  loss_vfl_aux_2: 0.8805 (0.9140)  loss_vfl_aux_3: 0.8369 (0.8781)  loss_vfl_aux_4: 0.8307 (0.8664)  loss_vfl_aux_5: 0.9278 (0.9707)  loss_vfl_dn_0: 0.4909 (0.4997)  loss_vfl_dn_1: 0.4794 (0.4884)  loss_vfl_dn_2: 0.4636 (0.4777)  loss_vfl_dn_3: 0.4596 (0.4731)  loss_vfl_dn_4: 0.4611 (0.4757)  loss_vfl_dn_5: 0.4629 (0.4814)  time: 0.4719  data: 0.0146  max mem: 5651
Epoch: [1]  [5600/7393]  eta: 0:14:25  lr: 0.000010  loss: 21.5304 (22.5490)  loss_bbox: 0.2188 (0.2392)  loss_bbox_aux_0: 0.2414 (0.2595)  loss_bbox_aux_1: 0.2140 (0.2427)  loss_bbox_aux_2: 0.2128 (0.2396)  loss_bbox_aux_3: 0.2195 (0.2389)  loss_bbox_aux_4: 0.2167 (0.2394)  loss_bbox_aux_5: 0.3136 (0.3365)  loss_bbox_dn_0: 0.3908 (0.4630)  loss_bbox_dn_1: 0.3299 (0.3866)  loss_bbox_dn_2: 0.3067 (0.3656)  loss_bbox_dn_3: 0.3010 (0.3593)  loss_bbox_dn_4: 0.3006 (0.3583)  loss_bbox_dn_5: 0.3007 (0.3582)  loss_giou: 0.5939 (0.6449)  loss_giou_aux_0: 0.6274 (0.6884)  loss_giou_aux_1: 0.5946 (0.6587)  loss_giou_aux_2: 0.5965 (0.6497)  loss_giou_aux_3: 0.5981 (0.6467)  loss_giou_aux_4: 0.5939 (0.6458)  loss_giou_aux_5: 0.7596 (0.8089)  loss_giou_dn_0: 0.8401 (0.8558)  loss_giou_dn_1: 0.7167 (0.7374)  loss_giou_dn_2: 0.6882 (0.7045)  loss_giou_dn_3: 0.6791 (0.6938)  loss_giou_dn_4: 0.6763 (0.6912)  loss_giou_dn_5: 0.6766 (0.6914)  loss_vfl: 0.7936 (0.8667)  loss_vfl_aux_0: 0.9361 (0.9876)  loss_vfl_aux_1: 0.9240 (0.9675)  loss_vfl_aux_2: 0.8507 (0.9137)  loss_vfl_aux_3: 0.8092 (0.8777)  loss_vfl_aux_4: 0.8007 (0.8660)  loss_vfl_aux_5: 0.9365 (0.9706)  loss_vfl_dn_0: 0.4918 (0.4997)  loss_vfl_dn_1: 0.4683 (0.4883)  loss_vfl_dn_2: 0.4549 (0.4776)  loss_vfl_dn_3: 0.4497 (0.4729)  loss_vfl_dn_4: 0.4511 (0.4755)  loss_vfl_dn_5: 0.4557 (0.4812)  time: 0.4624  data: 0.0159  max mem: 5651
Epoch: [1]  [5700/7393]  eta: 0:13:36  lr: 0.000010  loss: 21.6559 (22.5363)  loss_bbox: 0.2217 (0.2390)  loss_bbox_aux_0: 0.2548 (0.2593)  loss_bbox_aux_1: 0.2368 (0.2426)  loss_bbox_aux_2: 0.2208 (0.2394)  loss_bbox_aux_3: 0.2243 (0.2388)  loss_bbox_aux_4: 0.2218 (0.2393)  loss_bbox_aux_5: 0.3282 (0.3362)  loss_bbox_dn_0: 0.4472 (0.4629)  loss_bbox_dn_1: 0.3740 (0.3864)  loss_bbox_dn_2: 0.3565 (0.3655)  loss_bbox_dn_3: 0.3508 (0.3592)  loss_bbox_dn_4: 0.3500 (0.3581)  loss_bbox_dn_5: 0.3501 (0.3581)  loss_giou: 0.5646 (0.6444)  loss_giou_aux_0: 0.6029 (0.6878)  loss_giou_aux_1: 0.5829 (0.6581)  loss_giou_aux_2: 0.5672 (0.6491)  loss_giou_aux_3: 0.5574 (0.6462)  loss_giou_aux_4: 0.5633 (0.6452)  loss_giou_aux_5: 0.7224 (0.8082)  loss_giou_dn_0: 0.8010 (0.8552)  loss_giou_dn_1: 0.6800 (0.7369)  loss_giou_dn_2: 0.6408 (0.7040)  loss_giou_dn_3: 0.6295 (0.6933)  loss_giou_dn_4: 0.6260 (0.6907)  loss_giou_dn_5: 0.6259 (0.6909)  loss_vfl: 0.8394 (0.8661)  loss_vfl_aux_0: 1.0236 (0.9875)  loss_vfl_aux_1: 0.9734 (0.9673)  loss_vfl_aux_2: 0.8978 (0.9134)  loss_vfl_aux_3: 0.8684 (0.8773)  loss_vfl_aux_4: 0.8317 (0.8655)  loss_vfl_aux_5: 1.0155 (0.9709)  loss_vfl_dn_0: 0.5083 (0.4997)  loss_vfl_dn_1: 0.4802 (0.4881)  loss_vfl_dn_2: 0.4696 (0.4774)  loss_vfl_dn_3: 0.4603 (0.4727)  loss_vfl_dn_4: 0.4632 (0.4752)  loss_vfl_dn_5: 0.4631 (0.4808)  time: 0.4527  data: 0.0136  max mem: 5651
Epoch: [1]  [5800/7393]  eta: 0:12:47  lr: 0.000010  loss: 21.8274 (22.5258)  loss_bbox: 0.2118 (0.2389)  loss_bbox_aux_0: 0.2360 (0.2591)  loss_bbox_aux_1: 0.2245 (0.2424)  loss_bbox_aux_2: 0.2248 (0.2392)  loss_bbox_aux_3: 0.2130 (0.2386)  loss_bbox_aux_4: 0.2195 (0.2391)  loss_bbox_aux_5: 0.3069 (0.3360)  loss_bbox_dn_0: 0.3646 (0.4624)  loss_bbox_dn_1: 0.3060 (0.3860)  loss_bbox_dn_2: 0.3009 (0.3650)  loss_bbox_dn_3: 0.2985 (0.3588)  loss_bbox_dn_4: 0.2988 (0.3577)  loss_bbox_dn_5: 0.2988 (0.3577)  loss_giou: 0.7027 (0.6442)  loss_giou_aux_0: 0.7236 (0.6876)  loss_giou_aux_1: 0.7001 (0.6579)  loss_giou_aux_2: 0.7039 (0.6489)  loss_giou_aux_3: 0.6987 (0.6459)  loss_giou_aux_4: 0.7013 (0.6450)  loss_giou_aux_5: 0.8471 (0.8079)  loss_giou_dn_0: 0.8754 (0.8547)  loss_giou_dn_1: 0.7644 (0.7365)  loss_giou_dn_2: 0.7241 (0.7036)  loss_giou_dn_3: 0.7129 (0.6930)  loss_giou_dn_4: 0.7096 (0.6904)  loss_giou_dn_5: 0.7095 (0.6906)  loss_vfl: 0.8200 (0.8657)  loss_vfl_aux_0: 0.9554 (0.9873)  loss_vfl_aux_1: 0.9341 (0.9671)  loss_vfl_aux_2: 0.8855 (0.9130)  loss_vfl_aux_3: 0.8450 (0.8769)  loss_vfl_aux_4: 0.8352 (0.8651)  loss_vfl_aux_5: 0.9352 (0.9707)  loss_vfl_dn_0: 0.4895 (0.4997)  loss_vfl_dn_1: 0.4826 (0.4880)  loss_vfl_dn_2: 0.4745 (0.4772)  loss_vfl_dn_3: 0.4631 (0.4725)  loss_vfl_dn_4: 0.4621 (0.4750)  loss_vfl_dn_5: 0.4637 (0.4806)  time: 0.4721  data: 0.0135  max mem: 5651
Epoch: [1]  [5900/7393]  eta: 0:11:59  lr: 0.000010  loss: 22.0538 (22.5143)  loss_bbox: 0.2191 (0.2386)  loss_bbox_aux_0: 0.2378 (0.2588)  loss_bbox_aux_1: 0.2273 (0.2421)  loss_bbox_aux_2: 0.2208 (0.2390)  loss_bbox_aux_3: 0.2201 (0.2384)  loss_bbox_aux_4: 0.2240 (0.2389)  loss_bbox_aux_5: 0.2969 (0.3355)  loss_bbox_dn_0: 0.3833 (0.4619)  loss_bbox_dn_1: 0.3201 (0.3855)  loss_bbox_dn_2: 0.3016 (0.3646)  loss_bbox_dn_3: 0.2953 (0.3583)  loss_bbox_dn_4: 0.2956 (0.3572)  loss_bbox_dn_5: 0.2955 (0.3572)  loss_giou: 0.6770 (0.6441)  loss_giou_aux_0: 0.7347 (0.6873)  loss_giou_aux_1: 0.6884 (0.6577)  loss_giou_aux_2: 0.6824 (0.6487)  loss_giou_aux_3: 0.6812 (0.6458)  loss_giou_aux_4: 0.6799 (0.6449)  loss_giou_aux_5: 0.8196 (0.8076)  loss_giou_dn_0: 0.8543 (0.8544)  loss_giou_dn_1: 0.7410 (0.7362)  loss_giou_dn_2: 0.7062 (0.7034)  loss_giou_dn_3: 0.6973 (0.6927)  loss_giou_dn_4: 0.6954 (0.6902)  loss_giou_dn_5: 0.6957 (0.6904)  loss_vfl: 0.7725 (0.8651)  loss_vfl_aux_0: 0.8686 (0.9871)  loss_vfl_aux_1: 0.8375 (0.9667)  loss_vfl_aux_2: 0.8247 (0.9125)  loss_vfl_aux_3: 0.8169 (0.8763)  loss_vfl_aux_4: 0.8084 (0.8646)  loss_vfl_aux_5: 0.8974 (0.9705)  loss_vfl_dn_0: 0.4810 (0.4996)  loss_vfl_dn_1: 0.4650 (0.4879)  loss_vfl_dn_2: 0.4587 (0.4771)  loss_vfl_dn_3: 0.4591 (0.4723)  loss_vfl_dn_4: 0.4594 (0.4748)  loss_vfl_dn_5: 0.4635 (0.4804)  time: 0.4658  data: 0.0135  max mem: 5651
Epoch: [1]  [6000/7393]  eta: 0:11:10  lr: 0.000010  loss: 21.2453 (22.5028)  loss_bbox: 0.2018 (0.2384)  loss_bbox_aux_0: 0.2149 (0.2586)  loss_bbox_aux_1: 0.2052 (0.2420)  loss_bbox_aux_2: 0.1999 (0.2388)  loss_bbox_aux_3: 0.2047 (0.2382)  loss_bbox_aux_4: 0.2046 (0.2387)  loss_bbox_aux_5: 0.2901 (0.3354)  loss_bbox_dn_0: 0.3979 (0.4615)  loss_bbox_dn_1: 0.3230 (0.3851)  loss_bbox_dn_2: 0.3040 (0.3642)  loss_bbox_dn_3: 0.2982 (0.3580)  loss_bbox_dn_4: 0.2973 (0.3569)  loss_bbox_dn_5: 0.2972 (0.3569)  loss_giou: 0.5761 (0.6435)  loss_giou_aux_0: 0.6156 (0.6868)  loss_giou_aux_1: 0.5823 (0.6571)  loss_giou_aux_2: 0.5739 (0.6482)  loss_giou_aux_3: 0.5758 (0.6453)  loss_giou_aux_4: 0.5705 (0.6443)  loss_giou_aux_5: 0.7533 (0.8071)  loss_giou_dn_0: 0.7968 (0.8538)  loss_giou_dn_1: 0.6816 (0.7356)  loss_giou_dn_2: 0.6551 (0.7028)  loss_giou_dn_3: 0.6408 (0.6922)  loss_giou_dn_4: 0.6394 (0.6897)  loss_giou_dn_5: 0.6395 (0.6899)  loss_vfl: 0.8701 (0.8651)  loss_vfl_aux_0: 0.9938 (0.9870)  loss_vfl_aux_1: 0.9846 (0.9666)  loss_vfl_aux_2: 0.9377 (0.9124)  loss_vfl_aux_3: 0.8708 (0.8762)  loss_vfl_aux_4: 0.9051 (0.8645)  loss_vfl_aux_5: 0.9584 (0.9704)  loss_vfl_dn_0: 0.5008 (0.4997)  loss_vfl_dn_1: 0.4804 (0.4879)  loss_vfl_dn_2: 0.4682 (0.4770)  loss_vfl_dn_3: 0.4610 (0.4723)  loss_vfl_dn_4: 0.4578 (0.4747)  loss_vfl_dn_5: 0.4607 (0.4802)  time: 0.4587  data: 0.0134  max mem: 5651
Epoch: [1]  [6100/7393]  eta: 0:10:22  lr: 0.000010  loss: 21.9059 (22.4942)  loss_bbox: 0.2205 (0.2382)  loss_bbox_aux_0: 0.2397 (0.2584)  loss_bbox_aux_1: 0.2268 (0.2417)  loss_bbox_aux_2: 0.2172 (0.2385)  loss_bbox_aux_3: 0.2157 (0.2380)  loss_bbox_aux_4: 0.2171 (0.2384)  loss_bbox_aux_5: 0.3221 (0.3351)  loss_bbox_dn_0: 0.4346 (0.4611)  loss_bbox_dn_1: 0.3525 (0.3848)  loss_bbox_dn_2: 0.3317 (0.3640)  loss_bbox_dn_3: 0.3259 (0.3577)  loss_bbox_dn_4: 0.3269 (0.3567)  loss_bbox_dn_5: 0.3268 (0.3566)  loss_giou: 0.5953 (0.6433)  loss_giou_aux_0: 0.6463 (0.6866)  loss_giou_aux_1: 0.6175 (0.6569)  loss_giou_aux_2: 0.6161 (0.6479)  loss_giou_aux_3: 0.5965 (0.6451)  loss_giou_aux_4: 0.5866 (0.6441)  loss_giou_aux_5: 0.7439 (0.8068)  loss_giou_dn_0: 0.8219 (0.8535)  loss_giou_dn_1: 0.7096 (0.7354)  loss_giou_dn_2: 0.6809 (0.7027)  loss_giou_dn_3: 0.6697 (0.6920)  loss_giou_dn_4: 0.6698 (0.6896)  loss_giou_dn_5: 0.6695 (0.6897)  loss_vfl: 0.8494 (0.8648)  loss_vfl_aux_0: 0.9546 (0.9868)  loss_vfl_aux_1: 0.9529 (0.9664)  loss_vfl_aux_2: 0.8842 (0.9122)  loss_vfl_aux_3: 0.8708 (0.8759)  loss_vfl_aux_4: 0.8607 (0.8642)  loss_vfl_aux_5: 0.9571 (0.9703)  loss_vfl_dn_0: 0.4931 (0.4996)  loss_vfl_dn_1: 0.4825 (0.4878)  loss_vfl_dn_2: 0.4570 (0.4769)  loss_vfl_dn_3: 0.4556 (0.4721)  loss_vfl_dn_4: 0.4557 (0.4745)  loss_vfl_dn_5: 0.4588 (0.4800)  time: 0.4564  data: 0.0133  max mem: 5651
Epoch: [1]  [6200/7393]  eta: 0:09:33  lr: 0.000010  loss: 21.3787 (22.4817)  loss_bbox: 0.2098 (0.2380)  loss_bbox_aux_0: 0.2324 (0.2581)  loss_bbox_aux_1: 0.2152 (0.2415)  loss_bbox_aux_2: 0.2155 (0.2383)  loss_bbox_aux_3: 0.2096 (0.2378)  loss_bbox_aux_4: 0.2086 (0.2383)  loss_bbox_aux_5: 0.3045 (0.3347)  loss_bbox_dn_0: 0.3868 (0.4607)  loss_bbox_dn_1: 0.3167 (0.3844)  loss_bbox_dn_2: 0.2995 (0.3636)  loss_bbox_dn_3: 0.2934 (0.3573)  loss_bbox_dn_4: 0.2913 (0.3562)  loss_bbox_dn_5: 0.2913 (0.3562)  loss_giou: 0.5700 (0.6429)  loss_giou_aux_0: 0.6330 (0.6861)  loss_giou_aux_1: 0.5838 (0.6564)  loss_giou_aux_2: 0.5748 (0.6475)  loss_giou_aux_3: 0.5752 (0.6447)  loss_giou_aux_4: 0.5752 (0.6437)  loss_giou_aux_5: 0.7628 (0.8064)  loss_giou_dn_0: 0.7896 (0.8530)  loss_giou_dn_1: 0.6739 (0.7349)  loss_giou_dn_2: 0.6386 (0.7022)  loss_giou_dn_3: 0.6254 (0.6916)  loss_giou_dn_4: 0.6207 (0.6891)  loss_giou_dn_5: 0.6208 (0.6893)  loss_vfl: 0.8449 (0.8645)  loss_vfl_aux_0: 0.9854 (0.9866)  loss_vfl_aux_1: 0.9298 (0.9661)  loss_vfl_aux_2: 0.8863 (0.9119)  loss_vfl_aux_3: 0.8573 (0.8756)  loss_vfl_aux_4: 0.8539 (0.8638)  loss_vfl_aux_5: 0.9372 (0.9702)  loss_vfl_dn_0: 0.5009 (0.4996)  loss_vfl_dn_1: 0.4843 (0.4876)  loss_vfl_dn_2: 0.4659 (0.4768)  loss_vfl_dn_3: 0.4642 (0.4720)  loss_vfl_dn_4: 0.4648 (0.4744)  loss_vfl_dn_5: 0.4659 (0.4798)  time: 0.4585  data: 0.0135  max mem: 5651
Epoch: [1]  [6300/7393]  eta: 0:08:45  lr: 0.000010  loss: 21.7503 (22.4723)  loss_bbox: 0.2293 (0.2379)  loss_bbox_aux_0: 0.2567 (0.2580)  loss_bbox_aux_1: 0.2339 (0.2414)  loss_bbox_aux_2: 0.2316 (0.2382)  loss_bbox_aux_3: 0.2320 (0.2377)  loss_bbox_aux_4: 0.2362 (0.2382)  loss_bbox_aux_5: 0.3301 (0.3346)  loss_bbox_dn_0: 0.4505 (0.4606)  loss_bbox_dn_1: 0.4022 (0.3843)  loss_bbox_dn_2: 0.3720 (0.3635)  loss_bbox_dn_3: 0.3633 (0.3572)  loss_bbox_dn_4: 0.3603 (0.3562)  loss_bbox_dn_5: 0.3600 (0.3561)  loss_giou: 0.5561 (0.6424)  loss_giou_aux_0: 0.6206 (0.6856)  loss_giou_aux_1: 0.5837 (0.6560)  loss_giou_aux_2: 0.5862 (0.6470)  loss_giou_aux_3: 0.5799 (0.6442)  loss_giou_aux_4: 0.5607 (0.6432)  loss_giou_aux_5: 0.7466 (0.8060)  loss_giou_dn_0: 0.7795 (0.8524)  loss_giou_dn_1: 0.6489 (0.7343)  loss_giou_dn_2: 0.6081 (0.7017)  loss_giou_dn_3: 0.5980 (0.6911)  loss_giou_dn_4: 0.5973 (0.6886)  loss_giou_dn_5: 0.5972 (0.6888)  loss_vfl: 0.8558 (0.8641)  loss_vfl_aux_0: 1.0112 (0.9867)  loss_vfl_aux_1: 0.9653 (0.9660)  loss_vfl_aux_2: 0.9137 (0.9117)  loss_vfl_aux_3: 0.8663 (0.8753)  loss_vfl_aux_4: 0.8564 (0.8636)  loss_vfl_aux_5: 0.9416 (0.9702)  loss_vfl_dn_0: 0.4993 (0.4996)  loss_vfl_dn_1: 0.4767 (0.4875)  loss_vfl_dn_2: 0.4670 (0.4766)  loss_vfl_dn_3: 0.4610 (0.4718)  loss_vfl_dn_4: 0.4542 (0.4741)  loss_vfl_dn_5: 0.4559 (0.4796)  time: 0.4848  data: 0.0139  max mem: 5651
Epoch: [1]  [6400/7393]  eta: 0:07:57  lr: 0.000010  loss: 22.2842 (22.4634)  loss_bbox: 0.2365 (0.2379)  loss_bbox_aux_0: 0.2620 (0.2581)  loss_bbox_aux_1: 0.2454 (0.2415)  loss_bbox_aux_2: 0.2425 (0.2383)  loss_bbox_aux_3: 0.2320 (0.2377)  loss_bbox_aux_4: 0.2364 (0.2382)  loss_bbox_aux_5: 0.3342 (0.3346)  loss_bbox_dn_0: 0.4370 (0.4604)  loss_bbox_dn_1: 0.3907 (0.3841)  loss_bbox_dn_2: 0.3720 (0.3632)  loss_bbox_dn_3: 0.3645 (0.3570)  loss_bbox_dn_4: 0.3640 (0.3559)  loss_bbox_dn_5: 0.3643 (0.3559)  loss_giou: 0.6373 (0.6422)  loss_giou_aux_0: 0.6436 (0.6853)  loss_giou_aux_1: 0.6472 (0.6557)  loss_giou_aux_2: 0.6374 (0.6468)  loss_giou_aux_3: 0.6348 (0.6440)  loss_giou_aux_4: 0.6372 (0.6430)  loss_giou_aux_5: 0.7745 (0.8058)  loss_giou_dn_0: 0.8303 (0.8519)  loss_giou_dn_1: 0.7122 (0.7338)  loss_giou_dn_2: 0.6804 (0.7013)  loss_giou_dn_3: 0.6697 (0.6907)  loss_giou_dn_4: 0.6688 (0.6882)  loss_giou_dn_5: 0.6685 (0.6884)  loss_vfl: 0.8251 (0.8636)  loss_vfl_aux_0: 0.9536 (0.9866)  loss_vfl_aux_1: 0.9570 (0.9656)  loss_vfl_aux_2: 0.8749 (0.9112)  loss_vfl_aux_3: 0.8283 (0.8748)  loss_vfl_aux_4: 0.8309 (0.8631)  loss_vfl_aux_5: 0.9245 (0.9702)  loss_vfl_dn_0: 0.4888 (0.4996)  loss_vfl_dn_1: 0.4744 (0.4875)  loss_vfl_dn_2: 0.4620 (0.4765)  loss_vfl_dn_3: 0.4532 (0.4716)  loss_vfl_dn_4: 0.4510 (0.4740)  loss_vfl_dn_5: 0.4601 (0.4793)  time: 0.4657  data: 0.0135  max mem: 5651
Epoch: [1]  [6500/7393]  eta: 0:07:08  lr: 0.000010  loss: 21.2363 (22.4503)  loss_bbox: 0.2099 (0.2377)  loss_bbox_aux_0: 0.2348 (0.2578)  loss_bbox_aux_1: 0.2167 (0.2412)  loss_bbox_aux_2: 0.2076 (0.2380)  loss_bbox_aux_3: 0.2109 (0.2375)  loss_bbox_aux_4: 0.2097 (0.2380)  loss_bbox_aux_5: 0.2991 (0.3343)  loss_bbox_dn_0: 0.3986 (0.4600)  loss_bbox_dn_1: 0.3319 (0.3837)  loss_bbox_dn_2: 0.3131 (0.3629)  loss_bbox_dn_3: 0.3095 (0.3566)  loss_bbox_dn_4: 0.3096 (0.3555)  loss_bbox_dn_5: 0.3096 (0.3555)  loss_giou: 0.6051 (0.6418)  loss_giou_aux_0: 0.6508 (0.6849)  loss_giou_aux_1: 0.6256 (0.6553)  loss_giou_aux_2: 0.6012 (0.6464)  loss_giou_aux_3: 0.6102 (0.6435)  loss_giou_aux_4: 0.6055 (0.6426)  loss_giou_aux_5: 0.7771 (0.8054)  loss_giou_dn_0: 0.8248 (0.8513)  loss_giou_dn_1: 0.7041 (0.7332)  loss_giou_dn_2: 0.6713 (0.7007)  loss_giou_dn_3: 0.6607 (0.6901)  loss_giou_dn_4: 0.6582 (0.6877)  loss_giou_dn_5: 0.6579 (0.6878)  loss_vfl: 0.7942 (0.8633)  loss_vfl_aux_0: 0.9330 (0.9864)  loss_vfl_aux_1: 0.9170 (0.9655)  loss_vfl_aux_2: 0.8392 (0.9109)  loss_vfl_aux_3: 0.8275 (0.8745)  loss_vfl_aux_4: 0.7982 (0.8627)  loss_vfl_aux_5: 0.9183 (0.9701)  loss_vfl_dn_0: 0.4927 (0.4996)  loss_vfl_dn_1: 0.4735 (0.4874)  loss_vfl_dn_2: 0.4579 (0.4763)  loss_vfl_dn_3: 0.4471 (0.4714)  loss_vfl_dn_4: 0.4436 (0.4737)  loss_vfl_dn_5: 0.4517 (0.4791)  time: 0.4650  data: 0.0130  max mem: 5651
Epoch: [1]  [6600/7393]  eta: 0:06:20  lr: 0.000010  loss: 21.6798 (22.4426)  loss_bbox: 0.2269 (0.2376)  loss_bbox_aux_0: 0.2317 (0.2578)  loss_bbox_aux_1: 0.2152 (0.2412)  loss_bbox_aux_2: 0.2130 (0.2380)  loss_bbox_aux_3: 0.2224 (0.2374)  loss_bbox_aux_4: 0.2264 (0.2379)  loss_bbox_aux_5: 0.3066 (0.3343)  loss_bbox_dn_0: 0.4166 (0.4600)  loss_bbox_dn_1: 0.3456 (0.3837)  loss_bbox_dn_2: 0.3301 (0.3628)  loss_bbox_dn_3: 0.3248 (0.3566)  loss_bbox_dn_4: 0.3243 (0.3555)  loss_bbox_dn_5: 0.3244 (0.3555)  loss_giou: 0.6136 (0.6411)  loss_giou_aux_0: 0.6585 (0.6843)  loss_giou_aux_1: 0.6201 (0.6546)  loss_giou_aux_2: 0.6131 (0.6458)  loss_giou_aux_3: 0.6113 (0.6429)  loss_giou_aux_4: 0.6132 (0.6419)  loss_giou_aux_5: 0.7673 (0.8048)  loss_giou_dn_0: 0.8033 (0.8506)  loss_giou_dn_1: 0.7043 (0.7326)  loss_giou_dn_2: 0.6799 (0.7001)  loss_giou_dn_3: 0.6681 (0.6896)  loss_giou_dn_4: 0.6677 (0.6871)  loss_giou_dn_5: 0.6677 (0.6873)  loss_vfl: 0.8333 (0.8634)  loss_vfl_aux_0: 0.9522 (0.9866)  loss_vfl_aux_1: 0.9072 (0.9657)  loss_vfl_aux_2: 0.8547 (0.9110)  loss_vfl_aux_3: 0.8378 (0.8746)  loss_vfl_aux_4: 0.8145 (0.8629)  loss_vfl_aux_5: 0.9489 (0.9703)  loss_vfl_dn_0: 0.4957 (0.4997)  loss_vfl_dn_1: 0.4744 (0.4873)  loss_vfl_dn_2: 0.4641 (0.4762)  loss_vfl_dn_3: 0.4603 (0.4714)  loss_vfl_dn_4: 0.4636 (0.4736)  loss_vfl_dn_5: 0.4705 (0.4790)  time: 0.4580  data: 0.0129  max mem: 5651
Epoch: [1]  [6700/7393]  eta: 0:05:32  lr: 0.000010  loss: 21.9383 (22.4356)  loss_bbox: 0.2442 (0.2375)  loss_bbox_aux_0: 0.2540 (0.2577)  loss_bbox_aux_1: 0.2289 (0.2411)  loss_bbox_aux_2: 0.2438 (0.2379)  loss_bbox_aux_3: 0.2307 (0.2373)  loss_bbox_aux_4: 0.2482 (0.2378)  loss_bbox_aux_5: 0.3015 (0.3340)  loss_bbox_dn_0: 0.4026 (0.4596)  loss_bbox_dn_1: 0.3279 (0.3833)  loss_bbox_dn_2: 0.3133 (0.3625)  loss_bbox_dn_3: 0.3082 (0.3563)  loss_bbox_dn_4: 0.3075 (0.3552)  loss_bbox_dn_5: 0.3072 (0.3552)  loss_giou: 0.6687 (0.6412)  loss_giou_aux_0: 0.6843 (0.6843)  loss_giou_aux_1: 0.6576 (0.6548)  loss_giou_aux_2: 0.6653 (0.6459)  loss_giou_aux_3: 0.6663 (0.6430)  loss_giou_aux_4: 0.6667 (0.6420)  loss_giou_aux_5: 0.8012 (0.8047)  loss_giou_dn_0: 0.8451 (0.8504)  loss_giou_dn_1: 0.7296 (0.7325)  loss_giou_dn_2: 0.6935 (0.7000)  loss_giou_dn_3: 0.6874 (0.6895)  loss_giou_dn_4: 0.6842 (0.6870)  loss_giou_dn_5: 0.6839 (0.6872)  loss_vfl: 0.7977 (0.8629)  loss_vfl_aux_0: 1.0021 (0.9862)  loss_vfl_aux_1: 0.9480 (0.9653)  loss_vfl_aux_2: 0.8616 (0.9106)  loss_vfl_aux_3: 0.8233 (0.8742)  loss_vfl_aux_4: 0.8043 (0.8624)  loss_vfl_aux_5: 0.9648 (0.9700)  loss_vfl_dn_0: 0.4871 (0.4996)  loss_vfl_dn_1: 0.4766 (0.4872)  loss_vfl_dn_2: 0.4689 (0.4761)  loss_vfl_dn_3: 0.4571 (0.4712)  loss_vfl_dn_4: 0.4550 (0.4735)  loss_vfl_dn_5: 0.4615 (0.4788)  time: 0.4479  data: 0.0134  max mem: 5651
Epoch: [1]  [6800/7393]  eta: 0:04:44  lr: 0.000010  loss: 21.4143 (22.4262)  loss_bbox: 0.2266 (0.2373)  loss_bbox_aux_0: 0.2342 (0.2575)  loss_bbox_aux_1: 0.2256 (0.2409)  loss_bbox_aux_2: 0.2268 (0.2376)  loss_bbox_aux_3: 0.2235 (0.2371)  loss_bbox_aux_4: 0.2232 (0.2376)  loss_bbox_aux_5: 0.3084 (0.3338)  loss_bbox_dn_0: 0.4360 (0.4593)  loss_bbox_dn_1: 0.3521 (0.3831)  loss_bbox_dn_2: 0.3377 (0.3623)  loss_bbox_dn_3: 0.3291 (0.3560)  loss_bbox_dn_4: 0.3293 (0.3550)  loss_bbox_dn_5: 0.3291 (0.3550)  loss_giou: 0.5861 (0.6408)  loss_giou_aux_0: 0.6393 (0.6839)  loss_giou_aux_1: 0.5964 (0.6543)  loss_giou_aux_2: 0.5900 (0.6454)  loss_giou_aux_3: 0.5962 (0.6425)  loss_giou_aux_4: 0.5882 (0.6416)  loss_giou_aux_5: 0.7788 (0.8042)  loss_giou_dn_0: 0.8136 (0.8499)  loss_giou_dn_1: 0.6837 (0.7320)  loss_giou_dn_2: 0.6496 (0.6996)  loss_giou_dn_3: 0.6386 (0.6891)  loss_giou_dn_4: 0.6357 (0.6866)  loss_giou_dn_5: 0.6360 (0.6868)  loss_vfl: 0.8280 (0.8628)  loss_vfl_aux_0: 0.9277 (0.9862)  loss_vfl_aux_1: 0.9264 (0.9652)  loss_vfl_aux_2: 0.8635 (0.9105)  loss_vfl_aux_3: 0.8351 (0.8741)  loss_vfl_aux_4: 0.8277 (0.8623)  loss_vfl_aux_5: 0.9306 (0.9701)  loss_vfl_dn_0: 0.4989 (0.4997)  loss_vfl_dn_1: 0.4779 (0.4872)  loss_vfl_dn_2: 0.4672 (0.4760)  loss_vfl_dn_3: 0.4570 (0.4711)  loss_vfl_dn_4: 0.4570 (0.4733)  loss_vfl_dn_5: 0.4590 (0.4786)  time: 0.4769  data: 0.0129  max mem: 5651
Epoch: [1]  [6900/7393]  eta: 0:03:56  lr: 0.000010  loss: 21.5751 (22.4134)  loss_bbox: 0.2011 (0.2371)  loss_bbox_aux_0: 0.2238 (0.2572)  loss_bbox_aux_1: 0.2158 (0.2406)  loss_bbox_aux_2: 0.2056 (0.2374)  loss_bbox_aux_3: 0.1986 (0.2368)  loss_bbox_aux_4: 0.2002 (0.2373)  loss_bbox_aux_5: 0.2821 (0.3334)  loss_bbox_dn_0: 0.3941 (0.4587)  loss_bbox_dn_1: 0.3175 (0.3825)  loss_bbox_dn_2: 0.3058 (0.3618)  loss_bbox_dn_3: 0.3010 (0.3555)  loss_bbox_dn_4: 0.2989 (0.3545)  loss_bbox_dn_5: 0.2992 (0.3544)  loss_giou: 0.6287 (0.6407)  loss_giou_aux_0: 0.6777 (0.6838)  loss_giou_aux_1: 0.6189 (0.6543)  loss_giou_aux_2: 0.6142 (0.6454)  loss_giou_aux_3: 0.6253 (0.6424)  loss_giou_aux_4: 0.6311 (0.6415)  loss_giou_aux_5: 0.7673 (0.8040)  loss_giou_dn_0: 0.8149 (0.8495)  loss_giou_dn_1: 0.6944 (0.7316)  loss_giou_dn_2: 0.6570 (0.6992)  loss_giou_dn_3: 0.6474 (0.6887)  loss_giou_dn_4: 0.6462 (0.6863)  loss_giou_dn_5: 0.6468 (0.6864)  loss_vfl: 0.8250 (0.8622)  loss_vfl_aux_0: 0.9761 (0.9857)  loss_vfl_aux_1: 0.9499 (0.9645)  loss_vfl_aux_2: 0.8861 (0.9098)  loss_vfl_aux_3: 0.8520 (0.8735)  loss_vfl_aux_4: 0.8447 (0.8617)  loss_vfl_aux_5: 0.9357 (0.9698)  loss_vfl_dn_0: 0.4960 (0.4996)  loss_vfl_dn_1: 0.4775 (0.4870)  loss_vfl_dn_2: 0.4643 (0.4759)  loss_vfl_dn_3: 0.4626 (0.4709)  loss_vfl_dn_4: 0.4654 (0.4731)  loss_vfl_dn_5: 0.4634 (0.4784)  time: 0.4643  data: 0.0130  max mem: 5651
Epoch: [1]  [7000/7393]  eta: 0:03:08  lr: 0.000010  loss: 21.7051 (22.4041)  loss_bbox: 0.2273 (0.2369)  loss_bbox_aux_0: 0.2512 (0.2571)  loss_bbox_aux_1: 0.2372 (0.2405)  loss_bbox_aux_2: 0.2423 (0.2372)  loss_bbox_aux_3: 0.2294 (0.2367)  loss_bbox_aux_4: 0.2279 (0.2371)  loss_bbox_aux_5: 0.3067 (0.3331)  loss_bbox_dn_0: 0.4069 (0.4585)  loss_bbox_dn_1: 0.3448 (0.3823)  loss_bbox_dn_2: 0.3303 (0.3615)  loss_bbox_dn_3: 0.3228 (0.3553)  loss_bbox_dn_4: 0.3233 (0.3542)  loss_bbox_dn_5: 0.3233 (0.3542)  loss_giou: 0.6125 (0.6404)  loss_giou_aux_0: 0.6380 (0.6835)  loss_giou_aux_1: 0.6291 (0.6539)  loss_giou_aux_2: 0.6157 (0.6450)  loss_giou_aux_3: 0.6065 (0.6421)  loss_giou_aux_4: 0.6123 (0.6412)  loss_giou_aux_5: 0.7624 (0.8037)  loss_giou_dn_0: 0.8114 (0.8490)  loss_giou_dn_1: 0.6960 (0.7312)  loss_giou_dn_2: 0.6693 (0.6988)  loss_giou_dn_3: 0.6582 (0.6883)  loss_giou_dn_4: 0.6569 (0.6859)  loss_giou_dn_5: 0.6571 (0.6861)  loss_vfl: 0.8438 (0.8620)  loss_vfl_aux_0: 0.9370 (0.9855)  loss_vfl_aux_1: 0.9139 (0.9644)  loss_vfl_aux_2: 0.8861 (0.9096)  loss_vfl_aux_3: 0.8413 (0.8733)  loss_vfl_aux_4: 0.8416 (0.8615)  loss_vfl_aux_5: 0.9644 (0.9698)  loss_vfl_dn_0: 0.4969 (0.4997)  loss_vfl_dn_1: 0.4783 (0.4870)  loss_vfl_dn_2: 0.4645 (0.4757)  loss_vfl_dn_3: 0.4563 (0.4708)  loss_vfl_dn_4: 0.4612 (0.4730)  loss_vfl_dn_5: 0.4641 (0.4782)  time: 0.4760  data: 0.0127  max mem: 5651
Epoch: [1]  [7100/7393]  eta: 0:02:20  lr: 0.000010  loss: 21.6190 (22.3940)  loss_bbox: 0.1999 (0.2368)  loss_bbox_aux_0: 0.2296 (0.2569)  loss_bbox_aux_1: 0.2107 (0.2403)  loss_bbox_aux_2: 0.2055 (0.2371)  loss_bbox_aux_3: 0.1981 (0.2365)  loss_bbox_aux_4: 0.2025 (0.2370)  loss_bbox_aux_5: 0.2995 (0.3328)  loss_bbox_dn_0: 0.4376 (0.4582)  loss_bbox_dn_1: 0.3543 (0.3819)  loss_bbox_dn_2: 0.3374 (0.3611)  loss_bbox_dn_3: 0.3314 (0.3549)  loss_bbox_dn_4: 0.3311 (0.3539)  loss_bbox_dn_5: 0.3313 (0.3538)  loss_giou: 0.5896 (0.6402)  loss_giou_aux_0: 0.6341 (0.6833)  loss_giou_aux_1: 0.6067 (0.6537)  loss_giou_aux_2: 0.6020 (0.6448)  loss_giou_aux_3: 0.5880 (0.6419)  loss_giou_aux_4: 0.5931 (0.6410)  loss_giou_aux_5: 0.7765 (0.8033)  loss_giou_dn_0: 0.7973 (0.8486)  loss_giou_dn_1: 0.6758 (0.7308)  loss_giou_dn_2: 0.6429 (0.6985)  loss_giou_dn_3: 0.6312 (0.6880)  loss_giou_dn_4: 0.6302 (0.6856)  loss_giou_dn_5: 0.6305 (0.6857)  loss_vfl: 0.8249 (0.8615)  loss_vfl_aux_0: 0.9433 (0.9853)  loss_vfl_aux_1: 0.9156 (0.9640)  loss_vfl_aux_2: 0.8585 (0.9092)  loss_vfl_aux_3: 0.8384 (0.8728)  loss_vfl_aux_4: 0.8317 (0.8611)  loss_vfl_aux_5: 0.9593 (0.9698)  loss_vfl_dn_0: 0.5055 (0.4997)  loss_vfl_dn_1: 0.4817 (0.4869)  loss_vfl_dn_2: 0.4655 (0.4756)  loss_vfl_dn_3: 0.4653 (0.4706)  loss_vfl_dn_4: 0.4680 (0.4728)  loss_vfl_dn_5: 0.4677 (0.4780)  time: 0.4544  data: 0.0130  max mem: 5651
Epoch: [1]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 21.7509 (22.3865)  loss_bbox: 0.2149 (0.2367)  loss_bbox_aux_0: 0.2374 (0.2568)  loss_bbox_aux_1: 0.2163 (0.2402)  loss_bbox_aux_2: 0.2183 (0.2370)  loss_bbox_aux_3: 0.2137 (0.2364)  loss_bbox_aux_4: 0.2156 (0.2369)  loss_bbox_aux_5: 0.3332 (0.3326)  loss_bbox_dn_0: 0.4377 (0.4580)  loss_bbox_dn_1: 0.3698 (0.3817)  loss_bbox_dn_2: 0.3445 (0.3609)  loss_bbox_dn_3: 0.3366 (0.3547)  loss_bbox_dn_4: 0.3378 (0.3537)  loss_bbox_dn_5: 0.3375 (0.3536)  loss_giou: 0.5936 (0.6399)  loss_giou_aux_0: 0.6578 (0.6829)  loss_giou_aux_1: 0.6058 (0.6534)  loss_giou_aux_2: 0.5940 (0.6445)  loss_giou_aux_3: 0.5967 (0.6416)  loss_giou_aux_4: 0.5935 (0.6407)  loss_giou_aux_5: 0.7742 (0.8030)  loss_giou_dn_0: 0.8094 (0.8481)  loss_giou_dn_1: 0.6860 (0.7303)  loss_giou_dn_2: 0.6513 (0.6980)  loss_giou_dn_3: 0.6425 (0.6876)  loss_giou_dn_4: 0.6420 (0.6851)  loss_giou_dn_5: 0.6422 (0.6853)  loss_vfl: 0.8463 (0.8614)  loss_vfl_aux_0: 0.9902 (0.9854)  loss_vfl_aux_1: 0.9695 (0.9640)  loss_vfl_aux_2: 0.9159 (0.9091)  loss_vfl_aux_3: 0.8696 (0.8728)  loss_vfl_aux_4: 0.8352 (0.8610)  loss_vfl_aux_5: 1.0110 (0.9700)  loss_vfl_dn_0: 0.4995 (0.4997)  loss_vfl_dn_1: 0.4747 (0.4869)  loss_vfl_dn_2: 0.4633 (0.4755)  loss_vfl_dn_3: 0.4557 (0.4705)  loss_vfl_dn_4: 0.4563 (0.4727)  loss_vfl_dn_5: 0.4588 (0.4778)  time: 0.4580  data: 0.0128  max mem: 5651
Epoch: [1]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 21.0244 (22.3752)  loss_bbox: 0.2019 (0.2365)  loss_bbox_aux_0: 0.2262 (0.2565)  loss_bbox_aux_1: 0.2073 (0.2400)  loss_bbox_aux_2: 0.1995 (0.2367)  loss_bbox_aux_3: 0.2008 (0.2362)  loss_bbox_aux_4: 0.2028 (0.2367)  loss_bbox_aux_5: 0.2870 (0.3323)  loss_bbox_dn_0: 0.3846 (0.4575)  loss_bbox_dn_1: 0.3138 (0.3813)  loss_bbox_dn_2: 0.2988 (0.3605)  loss_bbox_dn_3: 0.2978 (0.3543)  loss_bbox_dn_4: 0.2977 (0.3532)  loss_bbox_dn_5: 0.2975 (0.3532)  loss_giou: 0.5827 (0.6397)  loss_giou_aux_0: 0.5894 (0.6827)  loss_giou_aux_1: 0.5902 (0.6532)  loss_giou_aux_2: 0.5802 (0.6443)  loss_giou_aux_3: 0.5838 (0.6414)  loss_giou_aux_4: 0.5846 (0.6405)  loss_giou_aux_5: 0.7414 (0.8027)  loss_giou_dn_0: 0.7875 (0.8476)  loss_giou_dn_1: 0.6599 (0.7298)  loss_giou_dn_2: 0.6290 (0.6976)  loss_giou_dn_3: 0.6206 (0.6872)  loss_giou_dn_4: 0.6191 (0.6847)  loss_giou_dn_5: 0.6193 (0.6849)  loss_vfl: 0.8079 (0.8610)  loss_vfl_aux_0: 0.9165 (0.9852)  loss_vfl_aux_1: 0.8858 (0.9638)  loss_vfl_aux_2: 0.8291 (0.9088)  loss_vfl_aux_3: 0.8259 (0.8724)  loss_vfl_aux_4: 0.7927 (0.8606)  loss_vfl_aux_5: 0.8965 (0.9699)  loss_vfl_dn_0: 0.4983 (0.4997)  loss_vfl_dn_1: 0.4741 (0.4868)  loss_vfl_dn_2: 0.4582 (0.4754)  loss_vfl_dn_3: 0.4497 (0.4704)  loss_vfl_dn_4: 0.4503 (0.4725)  loss_vfl_dn_5: 0.4523 (0.4776)  time: 0.4444  data: 0.0126  max mem: 5651
Epoch: [1]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 21.9972 (22.3678)  loss_bbox: 0.2135 (0.2363)  loss_bbox_aux_0: 0.2394 (0.2564)  loss_bbox_aux_1: 0.2219 (0.2398)  loss_bbox_aux_2: 0.2124 (0.2366)  loss_bbox_aux_3: 0.2119 (0.2361)  loss_bbox_aux_4: 0.2127 (0.2366)  loss_bbox_aux_5: 0.3233 (0.3321)  loss_bbox_dn_0: 0.4349 (0.4572)  loss_bbox_dn_1: 0.3675 (0.3810)  loss_bbox_dn_2: 0.3433 (0.3603)  loss_bbox_dn_3: 0.3349 (0.3540)  loss_bbox_dn_4: 0.3338 (0.3530)  loss_bbox_dn_5: 0.3337 (0.3530)  loss_giou: 0.6369 (0.6395)  loss_giou_aux_0: 0.6686 (0.6824)  loss_giou_aux_1: 0.6358 (0.6529)  loss_giou_aux_2: 0.6257 (0.6440)  loss_giou_aux_3: 0.6183 (0.6412)  loss_giou_aux_4: 0.6257 (0.6403)  loss_giou_aux_5: 0.7923 (0.8024)  loss_giou_dn_0: 0.8180 (0.8472)  loss_giou_dn_1: 0.7031 (0.7295)  loss_giou_dn_2: 0.6803 (0.6973)  loss_giou_dn_3: 0.6695 (0.6869)  loss_giou_dn_4: 0.6662 (0.6845)  loss_giou_dn_5: 0.6668 (0.6847)  loss_vfl: 0.8861 (0.8608)  loss_vfl_aux_0: 1.0103 (0.9851)  loss_vfl_aux_1: 0.9981 (0.9637)  loss_vfl_aux_2: 0.9176 (0.9087)  loss_vfl_aux_3: 0.9023 (0.8722)  loss_vfl_aux_4: 0.8783 (0.8604)  loss_vfl_aux_5: 0.9513 (0.9697)  loss_vfl_dn_0: 0.4980 (0.4997)  loss_vfl_dn_1: 0.4846 (0.4867)  loss_vfl_dn_2: 0.4721 (0.4753)  loss_vfl_dn_3: 0.4604 (0.4703)  loss_vfl_dn_4: 0.4658 (0.4723)  loss_vfl_dn_5: 0.4696 (0.4774)  time: 0.4565  data: 0.0130  max mem: 5651
Epoch: [1] Total time: 0:59:10 (0.4803 s / it)
Averaged stats: lr: 0.000010  loss: 21.9972 (22.3678)  loss_bbox: 0.2135 (0.2363)  loss_bbox_aux_0: 0.2394 (0.2564)  loss_bbox_aux_1: 0.2219 (0.2398)  loss_bbox_aux_2: 0.2124 (0.2366)  loss_bbox_aux_3: 0.2119 (0.2361)  loss_bbox_aux_4: 0.2127 (0.2366)  loss_bbox_aux_5: 0.3233 (0.3321)  loss_bbox_dn_0: 0.4349 (0.4572)  loss_bbox_dn_1: 0.3675 (0.3810)  loss_bbox_dn_2: 0.3433 (0.3603)  loss_bbox_dn_3: 0.3349 (0.3540)  loss_bbox_dn_4: 0.3338 (0.3530)  loss_bbox_dn_5: 0.3337 (0.3530)  loss_giou: 0.6369 (0.6395)  loss_giou_aux_0: 0.6686 (0.6824)  loss_giou_aux_1: 0.6358 (0.6529)  loss_giou_aux_2: 0.6257 (0.6440)  loss_giou_aux_3: 0.6183 (0.6412)  loss_giou_aux_4: 0.6257 (0.6403)  loss_giou_aux_5: 0.7923 (0.8024)  loss_giou_dn_0: 0.8180 (0.8472)  loss_giou_dn_1: 0.7031 (0.7295)  loss_giou_dn_2: 0.6803 (0.6973)  loss_giou_dn_3: 0.6695 (0.6869)  loss_giou_dn_4: 0.6662 (0.6845)  loss_giou_dn_5: 0.6668 (0.6847)  loss_vfl: 0.8861 (0.8608)  loss_vfl_aux_0: 1.0103 (0.9851)  loss_vfl_aux_1: 0.9981 (0.9637)  loss_vfl_aux_2: 0.9176 (0.9087)  loss_vfl_aux_3: 0.9023 (0.8722)  loss_vfl_aux_4: 0.8783 (0.8604)  loss_vfl_aux_5: 0.9513 (0.9697)  loss_vfl_dn_0: 0.4980 (0.4997)  loss_vfl_dn_1: 0.4846 (0.4867)  loss_vfl_dn_2: 0.4721 (0.4753)  loss_vfl_dn_3: 0.4604 (0.4703)  loss_vfl_dn_4: 0.4658 (0.4723)  loss_vfl_dn_5: 0.4696 (0.4774)
Test:  [  0/157]  eta: 0:03:38    time: 1.3932  data: 0.9869  max mem: 5651
Test:  [ 10/157]  eta: 0:01:09    time: 0.4745  data: 0.1155  max mem: 5651
Test:  [ 20/157]  eta: 0:00:58    time: 0.3758  data: 0.0272  max mem: 5651
Test:  [ 30/157]  eta: 0:00:51    time: 0.3681  data: 0.0262  max mem: 5651
Test:  [ 40/157]  eta: 0:00:46    time: 0.3697  data: 0.0265  max mem: 5651
Test:  [ 50/157]  eta: 0:00:42    time: 0.3779  data: 0.0269  max mem: 5651
Test:  [ 60/157]  eta: 0:00:38    time: 0.3821  data: 0.0263  max mem: 5651
Test:  [ 70/157]  eta: 0:00:33    time: 0.3721  data: 0.0256  max mem: 5651
Test:  [ 80/157]  eta: 0:00:34    time: 0.6187  data: 0.0259  max mem: 5651
Test:  [ 90/157]  eta: 0:00:29    time: 0.6247  data: 0.0259  max mem: 5651
Test:  [100/157]  eta: 0:00:24    time: 0.3741  data: 0.0263  max mem: 5651
Test:  [110/157]  eta: 0:00:20    time: 0.3788  data: 0.0270  max mem: 5651
Test:  [120/157]  eta: 0:00:15    time: 0.3769  data: 0.0267  max mem: 5651
Test:  [130/157]  eta: 0:00:11    time: 0.3730  data: 0.0258  max mem: 5651
Test:  [140/157]  eta: 0:00:07    time: 0.3687  data: 0.0254  max mem: 5651
Test:  [150/157]  eta: 0:00:02    time: 0.3573  data: 0.0253  max mem: 5651
Test:  [156/157]  eta: 0:00:00    time: 0.3488  data: 0.0248  max mem: 5651
Test: Total time: 0:01:04 (0.4110 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=28.78s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.392
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.550
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.423
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.215
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.428
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.560
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.329
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.552
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.635
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.395
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.685
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.848
best_stat:  {'epoch': 1, 'coco_eval_bbox': 0.391763106367474}
Epoch: [2]  [   0/7393]  eta: 14:55:55  lr: 0.000010  loss: 21.6971 (21.6971)  loss_bbox: 0.1792 (0.1792)  loss_bbox_aux_0: 0.1750 (0.1750)  loss_bbox_aux_1: 0.1695 (0.1695)  loss_bbox_aux_2: 0.1769 (0.1769)  loss_bbox_aux_3: 0.1685 (0.1685)  loss_bbox_aux_4: 0.1804 (0.1804)  loss_bbox_aux_5: 0.2329 (0.2329)  loss_bbox_dn_0: 0.2760 (0.2760)  loss_bbox_dn_1: 0.2358 (0.2358)  loss_bbox_dn_2: 0.2234 (0.2234)  loss_bbox_dn_3: 0.2231 (0.2231)  loss_bbox_dn_4: 0.2232 (0.2232)  loss_bbox_dn_5: 0.2232 (0.2232)  loss_giou: 0.8430 (0.8430)  loss_giou_aux_0: 0.8730 (0.8730)  loss_giou_aux_1: 0.8543 (0.8543)  loss_giou_aux_2: 0.8583 (0.8583)  loss_giou_aux_3: 0.8488 (0.8488)  loss_giou_aux_4: 0.8490 (0.8490)  loss_giou_aux_5: 0.9522 (0.9522)  loss_giou_dn_0: 0.9202 (0.9202)  loss_giou_dn_1: 0.8383 (0.8383)  loss_giou_dn_2: 0.8178 (0.8178)  loss_giou_dn_3: 0.8136 (0.8136)  loss_giou_dn_4: 0.8128 (0.8128)  loss_giou_dn_5: 0.8128 (0.8128)  loss_vfl: 0.6898 (0.6898)  loss_vfl_aux_0: 0.8184 (0.8184)  loss_vfl_aux_1: 0.8143 (0.8143)  loss_vfl_aux_2: 0.7260 (0.7260)  loss_vfl_aux_3: 0.7166 (0.7166)  loss_vfl_aux_4: 0.7024 (0.7024)  loss_vfl_aux_5: 0.7560 (0.7560)  loss_vfl_dn_0: 0.4628 (0.4628)  loss_vfl_dn_1: 0.4530 (0.4530)  loss_vfl_dn_2: 0.4456 (0.4456)  loss_vfl_dn_3: 0.4428 (0.4428)  loss_vfl_dn_4: 0.4402 (0.4402)  loss_vfl_dn_5: 0.4479 (0.4479)  time: 7.2712  data: 1.3923  max mem: 5651
Epoch: [2]  [ 100/7393]  eta: 1:05:47  lr: 0.000010  loss: 21.9130 (21.4575)  loss_bbox: 0.2256 (0.2197)  loss_bbox_aux_0: 0.2305 (0.2374)  loss_bbox_aux_1: 0.2281 (0.2226)  loss_bbox_aux_2: 0.2205 (0.2184)  loss_bbox_aux_3: 0.2281 (0.2176)  loss_bbox_aux_4: 0.2261 (0.2189)  loss_bbox_aux_5: 0.3297 (0.3154)  loss_bbox_dn_0: 0.4529 (0.4318)  loss_bbox_dn_1: 0.3643 (0.3544)  loss_bbox_dn_2: 0.3467 (0.3338)  loss_bbox_dn_3: 0.3354 (0.3276)  loss_bbox_dn_4: 0.3313 (0.3267)  loss_bbox_dn_5: 0.3310 (0.3266)  loss_giou: 0.5932 (0.6082)  loss_giou_aux_0: 0.6473 (0.6457)  loss_giou_aux_1: 0.6208 (0.6193)  loss_giou_aux_2: 0.5992 (0.6114)  loss_giou_aux_3: 0.6053 (0.6077)  loss_giou_aux_4: 0.5976 (0.6082)  loss_giou_aux_5: 0.7601 (0.7758)  loss_giou_dn_0: 0.7935 (0.8041)  loss_giou_dn_1: 0.6772 (0.6872)  loss_giou_dn_2: 0.6418 (0.6576)  loss_giou_dn_3: 0.6326 (0.6480)  loss_giou_dn_4: 0.6296 (0.6460)  loss_giou_dn_5: 0.6291 (0.6460)  loss_vfl: 0.8251 (0.8333)  loss_vfl_aux_0: 0.9968 (0.9920)  loss_vfl_aux_1: 0.9572 (0.9584)  loss_vfl_aux_2: 0.8586 (0.8899)  loss_vfl_aux_3: 0.8505 (0.8538)  loss_vfl_aux_4: 0.8143 (0.8359)  loss_vfl_aux_5: 0.9533 (0.9627)  loss_vfl_dn_0: 0.5028 (0.4981)  loss_vfl_dn_1: 0.4776 (0.4774)  loss_vfl_dn_2: 0.4683 (0.4656)  loss_vfl_dn_3: 0.4565 (0.4571)  loss_vfl_dn_4: 0.4569 (0.4571)  loss_vfl_dn_5: 0.4600 (0.4600)  time: 0.4716  data: 0.0155  max mem: 5651
Epoch: [2]  [ 200/7393]  eta: 1:00:59  lr: 0.000010  loss: 21.7857 (21.6096)  loss_bbox: 0.2177 (0.2245)  loss_bbox_aux_0: 0.2431 (0.2440)  loss_bbox_aux_1: 0.2229 (0.2290)  loss_bbox_aux_2: 0.2147 (0.2249)  loss_bbox_aux_3: 0.2208 (0.2236)  loss_bbox_aux_4: 0.2171 (0.2241)  loss_bbox_aux_5: 0.2982 (0.3198)  loss_bbox_dn_0: 0.4101 (0.4416)  loss_bbox_dn_1: 0.3301 (0.3637)  loss_bbox_dn_2: 0.3028 (0.3436)  loss_bbox_dn_3: 0.2931 (0.3375)  loss_bbox_dn_4: 0.2898 (0.3366)  loss_bbox_dn_5: 0.2897 (0.3366)  loss_giou: 0.6032 (0.6127)  loss_giou_aux_0: 0.6599 (0.6503)  loss_giou_aux_1: 0.6308 (0.6231)  loss_giou_aux_2: 0.6100 (0.6155)  loss_giou_aux_3: 0.6039 (0.6125)  loss_giou_aux_4: 0.6067 (0.6120)  loss_giou_aux_5: 0.7665 (0.7761)  loss_giou_dn_0: 0.8131 (0.8075)  loss_giou_dn_1: 0.6926 (0.6911)  loss_giou_dn_2: 0.6685 (0.6622)  loss_giou_dn_3: 0.6625 (0.6527)  loss_giou_dn_4: 0.6587 (0.6507)  loss_giou_dn_5: 0.6587 (0.6508)  loss_vfl: 0.8161 (0.8365)  loss_vfl_aux_0: 0.9557 (0.9890)  loss_vfl_aux_1: 0.9489 (0.9561)  loss_vfl_aux_2: 0.8675 (0.8896)  loss_vfl_aux_3: 0.8370 (0.8545)  loss_vfl_aux_4: 0.8266 (0.8394)  loss_vfl_aux_5: 0.9343 (0.9652)  loss_vfl_dn_0: 0.4934 (0.4984)  loss_vfl_dn_1: 0.4736 (0.4781)  loss_vfl_dn_2: 0.4563 (0.4641)  loss_vfl_dn_3: 0.4482 (0.4563)  loss_vfl_dn_4: 0.4499 (0.4567)  loss_vfl_dn_5: 0.4497 (0.4591)  time: 0.4716  data: 0.0159  max mem: 5651
Epoch: [2]  [ 300/7393]  eta: 0:58:58  lr: 0.000010  loss: 21.7796 (21.6055)  loss_bbox: 0.2271 (0.2243)  loss_bbox_aux_0: 0.2391 (0.2441)  loss_bbox_aux_1: 0.2303 (0.2289)  loss_bbox_aux_2: 0.2222 (0.2251)  loss_bbox_aux_3: 0.2301 (0.2236)  loss_bbox_aux_4: 0.2271 (0.2240)  loss_bbox_aux_5: 0.3120 (0.3182)  loss_bbox_dn_0: 0.4046 (0.4371)  loss_bbox_dn_1: 0.3460 (0.3606)  loss_bbox_dn_2: 0.3332 (0.3410)  loss_bbox_dn_3: 0.3302 (0.3350)  loss_bbox_dn_4: 0.3313 (0.3341)  loss_bbox_dn_5: 0.3315 (0.3341)  loss_giou: 0.6089 (0.6116)  loss_giou_aux_0: 0.6286 (0.6497)  loss_giou_aux_1: 0.6091 (0.6225)  loss_giou_aux_2: 0.6008 (0.6149)  loss_giou_aux_3: 0.6009 (0.6122)  loss_giou_aux_4: 0.6071 (0.6111)  loss_giou_aux_5: 0.7650 (0.7746)  loss_giou_dn_0: 0.8104 (0.8073)  loss_giou_dn_1: 0.6891 (0.6907)  loss_giou_dn_2: 0.6661 (0.6618)  loss_giou_dn_3: 0.6592 (0.6524)  loss_giou_dn_4: 0.6562 (0.6503)  loss_giou_dn_5: 0.6563 (0.6505)  loss_vfl: 0.8639 (0.8400)  loss_vfl_aux_0: 0.9899 (0.9882)  loss_vfl_aux_1: 0.9728 (0.9565)  loss_vfl_aux_2: 0.9099 (0.8919)  loss_vfl_aux_3: 0.8748 (0.8555)  loss_vfl_aux_4: 0.8619 (0.8424)  loss_vfl_aux_5: 0.9571 (0.9662)  loss_vfl_dn_0: 0.5026 (0.5001)  loss_vfl_dn_1: 0.4789 (0.4792)  loss_vfl_dn_2: 0.4744 (0.4662)  loss_vfl_dn_3: 0.4657 (0.4588)  loss_vfl_dn_4: 0.4693 (0.4592)  loss_vfl_dn_5: 0.4705 (0.4617)  time: 0.4741  data: 0.0164  max mem: 5651
Epoch: [2]  [ 400/7393]  eta: 0:57:35  lr: 0.000010  loss: 21.7862 (21.6273)  loss_bbox: 0.2185 (0.2249)  loss_bbox_aux_0: 0.2159 (0.2440)  loss_bbox_aux_1: 0.2078 (0.2287)  loss_bbox_aux_2: 0.2057 (0.2255)  loss_bbox_aux_3: 0.2164 (0.2246)  loss_bbox_aux_4: 0.2183 (0.2248)  loss_bbox_aux_5: 0.2878 (0.3168)  loss_bbox_dn_0: 0.3644 (0.4336)  loss_bbox_dn_1: 0.3098 (0.3587)  loss_bbox_dn_2: 0.3042 (0.3393)  loss_bbox_dn_3: 0.3018 (0.3335)  loss_bbox_dn_4: 0.3021 (0.3327)  loss_bbox_dn_5: 0.3021 (0.3326)  loss_giou: 0.5687 (0.6134)  loss_giou_aux_0: 0.5996 (0.6528)  loss_giou_aux_1: 0.5784 (0.6246)  loss_giou_aux_2: 0.5719 (0.6170)  loss_giou_aux_3: 0.5676 (0.6144)  loss_giou_aux_4: 0.5690 (0.6131)  loss_giou_aux_5: 0.7425 (0.7754)  loss_giou_dn_0: 0.7951 (0.8082)  loss_giou_dn_1: 0.6800 (0.6928)  loss_giou_dn_2: 0.6540 (0.6641)  loss_giou_dn_3: 0.6442 (0.6550)  loss_giou_dn_4: 0.6420 (0.6529)  loss_giou_dn_5: 0.6414 (0.6530)  loss_vfl: 0.8458 (0.8428)  loss_vfl_aux_0: 0.9581 (0.9840)  loss_vfl_aux_1: 0.9375 (0.9558)  loss_vfl_aux_2: 0.9073 (0.8935)  loss_vfl_aux_3: 0.8575 (0.8568)  loss_vfl_aux_4: 0.8406 (0.8448)  loss_vfl_aux_5: 0.9278 (0.9640)  loss_vfl_dn_0: 0.5011 (0.5001)  loss_vfl_dn_1: 0.4836 (0.4799)  loss_vfl_dn_2: 0.4640 (0.4667)  loss_vfl_dn_3: 0.4627 (0.4596)  loss_vfl_dn_4: 0.4620 (0.4602)  loss_vfl_dn_5: 0.4667 (0.4628)  time: 0.4842  data: 0.0179  max mem: 5651
Epoch: [2]  [ 500/7393]  eta: 0:56:20  lr: 0.000010  loss: 21.5264 (21.6205)  loss_bbox: 0.2113 (0.2251)  loss_bbox_aux_0: 0.2411 (0.2441)  loss_bbox_aux_1: 0.2313 (0.2289)  loss_bbox_aux_2: 0.2205 (0.2258)  loss_bbox_aux_3: 0.2171 (0.2250)  loss_bbox_aux_4: 0.2170 (0.2252)  loss_bbox_aux_5: 0.3152 (0.3174)  loss_bbox_dn_0: 0.3797 (0.4348)  loss_bbox_dn_1: 0.3213 (0.3598)  loss_bbox_dn_2: 0.3145 (0.3402)  loss_bbox_dn_3: 0.3107 (0.3344)  loss_bbox_dn_4: 0.3127 (0.3336)  loss_bbox_dn_5: 0.3125 (0.3336)  loss_giou: 0.5832 (0.6126)  loss_giou_aux_0: 0.6191 (0.6515)  loss_giou_aux_1: 0.5825 (0.6236)  loss_giou_aux_2: 0.5707 (0.6162)  loss_giou_aux_3: 0.5803 (0.6138)  loss_giou_aux_4: 0.5785 (0.6126)  loss_giou_aux_5: 0.7466 (0.7755)  loss_giou_dn_0: 0.7868 (0.8072)  loss_giou_dn_1: 0.6859 (0.6917)  loss_giou_dn_2: 0.6631 (0.6628)  loss_giou_dn_3: 0.6560 (0.6537)  loss_giou_dn_4: 0.6548 (0.6516)  loss_giou_dn_5: 0.6552 (0.6517)  loss_vfl: 0.8506 (0.8425)  loss_vfl_aux_0: 0.9815 (0.9841)  loss_vfl_aux_1: 0.9772 (0.9562)  loss_vfl_aux_2: 0.8790 (0.8934)  loss_vfl_aux_3: 0.8691 (0.8560)  loss_vfl_aux_4: 0.8430 (0.8441)  loss_vfl_aux_5: 0.9628 (0.9644)  loss_vfl_dn_0: 0.4965 (0.4997)  loss_vfl_dn_1: 0.4781 (0.4796)  loss_vfl_dn_2: 0.4613 (0.4666)  loss_vfl_dn_3: 0.4524 (0.4593)  loss_vfl_dn_4: 0.4495 (0.4597)  loss_vfl_dn_5: 0.4504 (0.4625)  time: 0.4762  data: 0.0174  max mem: 5651
Epoch: [2]  [ 600/7393]  eta: 0:56:25  lr: 0.000010  loss: 21.7890 (21.6291)  loss_bbox: 0.2215 (0.2249)  loss_bbox_aux_0: 0.2392 (0.2436)  loss_bbox_aux_1: 0.2337 (0.2282)  loss_bbox_aux_2: 0.2238 (0.2256)  loss_bbox_aux_3: 0.2267 (0.2249)  loss_bbox_aux_4: 0.2204 (0.2251)  loss_bbox_aux_5: 0.3052 (0.3168)  loss_bbox_dn_0: 0.4023 (0.4330)  loss_bbox_dn_1: 0.3466 (0.3581)  loss_bbox_dn_2: 0.3305 (0.3386)  loss_bbox_dn_3: 0.3201 (0.3329)  loss_bbox_dn_4: 0.3172 (0.3320)  loss_bbox_dn_5: 0.3170 (0.3320)  loss_giou: 0.6157 (0.6167)  loss_giou_aux_0: 0.6510 (0.6551)  loss_giou_aux_1: 0.6193 (0.6273)  loss_giou_aux_2: 0.6162 (0.6202)  loss_giou_aux_3: 0.6155 (0.6180)  loss_giou_aux_4: 0.6082 (0.6168)  loss_giou_aux_5: 0.7777 (0.7780)  loss_giou_dn_0: 0.8171 (0.8091)  loss_giou_dn_1: 0.7006 (0.6941)  loss_giou_dn_2: 0.6740 (0.6654)  loss_giou_dn_3: 0.6611 (0.6563)  loss_giou_dn_4: 0.6597 (0.6542)  loss_giou_dn_5: 0.6599 (0.6543)  loss_vfl: 0.8063 (0.8401)  loss_vfl_aux_0: 0.9070 (0.9819)  loss_vfl_aux_1: 0.8956 (0.9543)  loss_vfl_aux_2: 0.8442 (0.8910)  loss_vfl_aux_3: 0.8019 (0.8535)  loss_vfl_aux_4: 0.8033 (0.8418)  loss_vfl_aux_5: 0.8936 (0.9628)  loss_vfl_dn_0: 0.4883 (0.4990)  loss_vfl_dn_1: 0.4773 (0.4789)  loss_vfl_dn_2: 0.4630 (0.4657)  loss_vfl_dn_3: 0.4559 (0.4585)  loss_vfl_dn_4: 0.4595 (0.4588)  loss_vfl_dn_5: 0.4585 (0.4615)  time: 0.4751  data: 0.0176  max mem: 5651
Epoch: [2]  [ 700/7393]  eta: 0:56:26  lr: 0.000010  loss: 21.6934 (21.6383)  loss_bbox: 0.2274 (0.2252)  loss_bbox_aux_0: 0.2644 (0.2443)  loss_bbox_aux_1: 0.2544 (0.2285)  loss_bbox_aux_2: 0.2283 (0.2258)  loss_bbox_aux_3: 0.2322 (0.2252)  loss_bbox_aux_4: 0.2255 (0.2254)  loss_bbox_aux_5: 0.3178 (0.3168)  loss_bbox_dn_0: 0.4346 (0.4329)  loss_bbox_dn_1: 0.3476 (0.3579)  loss_bbox_dn_2: 0.3302 (0.3383)  loss_bbox_dn_3: 0.3256 (0.3326)  loss_bbox_dn_4: 0.3236 (0.3318)  loss_bbox_dn_5: 0.3236 (0.3317)  loss_giou: 0.5863 (0.6191)  loss_giou_aux_0: 0.6199 (0.6576)  loss_giou_aux_1: 0.5786 (0.6298)  loss_giou_aux_2: 0.5785 (0.6227)  loss_giou_aux_3: 0.5767 (0.6202)  loss_giou_aux_4: 0.5732 (0.6192)  loss_giou_aux_5: 0.7421 (0.7800)  loss_giou_dn_0: 0.7959 (0.8104)  loss_giou_dn_1: 0.6817 (0.6961)  loss_giou_dn_2: 0.6552 (0.6674)  loss_giou_dn_3: 0.6457 (0.6583)  loss_giou_dn_4: 0.6423 (0.6562)  loss_giou_dn_5: 0.6423 (0.6564)  loss_vfl: 0.8463 (0.8373)  loss_vfl_aux_0: 1.0004 (0.9793)  loss_vfl_aux_1: 0.9582 (0.9521)  loss_vfl_aux_2: 0.9060 (0.8890)  loss_vfl_aux_3: 0.8639 (0.8512)  loss_vfl_aux_4: 0.8567 (0.8391)  loss_vfl_aux_5: 0.9372 (0.9607)  loss_vfl_dn_0: 0.4985 (0.4987)  loss_vfl_dn_1: 0.4734 (0.4786)  loss_vfl_dn_2: 0.4594 (0.4651)  loss_vfl_dn_3: 0.4507 (0.4580)  loss_vfl_dn_4: 0.4525 (0.4583)  loss_vfl_dn_5: 0.4519 (0.4609)  time: 0.4834  data: 0.0180  max mem: 5651
Epoch: [2]  [ 800/7393]  eta: 0:56:38  lr: 0.000010  loss: 21.2689 (21.6244)  loss_bbox: 0.2151 (0.2244)  loss_bbox_aux_0: 0.2377 (0.2436)  loss_bbox_aux_1: 0.2160 (0.2277)  loss_bbox_aux_2: 0.2189 (0.2248)  loss_bbox_aux_3: 0.2176 (0.2243)  loss_bbox_aux_4: 0.2162 (0.2244)  loss_bbox_aux_5: 0.3147 (0.3159)  loss_bbox_dn_0: 0.4446 (0.4310)  loss_bbox_dn_1: 0.3859 (0.3564)  loss_bbox_dn_2: 0.3555 (0.3369)  loss_bbox_dn_3: 0.3477 (0.3311)  loss_bbox_dn_4: 0.3470 (0.3302)  loss_bbox_dn_5: 0.3474 (0.3302)  loss_giou: 0.5598 (0.6205)  loss_giou_aux_0: 0.6041 (0.6594)  loss_giou_aux_1: 0.5754 (0.6314)  loss_giou_aux_2: 0.5785 (0.6241)  loss_giou_aux_3: 0.5657 (0.6215)  loss_giou_aux_4: 0.5600 (0.6205)  loss_giou_aux_5: 0.7135 (0.7813)  loss_giou_dn_0: 0.7536 (0.8107)  loss_giou_dn_1: 0.6360 (0.6964)  loss_giou_dn_2: 0.6117 (0.6676)  loss_giou_dn_3: 0.6008 (0.6586)  loss_giou_dn_4: 0.5975 (0.6565)  loss_giou_dn_5: 0.5975 (0.6566)  loss_vfl: 0.8551 (0.8365)  loss_vfl_aux_0: 0.9769 (0.9771)  loss_vfl_aux_1: 0.9778 (0.9509)  loss_vfl_aux_2: 0.8954 (0.8882)  loss_vfl_aux_3: 0.8729 (0.8504)  loss_vfl_aux_4: 0.8557 (0.8382)  loss_vfl_aux_5: 1.0088 (0.9594)  loss_vfl_dn_0: 0.5025 (0.4984)  loss_vfl_dn_1: 0.4729 (0.4783)  loss_vfl_dn_2: 0.4600 (0.4648)  loss_vfl_dn_3: 0.4521 (0.4576)  loss_vfl_dn_4: 0.4540 (0.4579)  loss_vfl_dn_5: 0.4587 (0.4605)  time: 0.4688  data: 0.0176  max mem: 5651
Epoch: [2]  [ 900/7393]  eta: 0:55:17  lr: 0.000010  loss: 21.4634 (21.6288)  loss_bbox: 0.2216 (0.2245)  loss_bbox_aux_0: 0.2320 (0.2437)  loss_bbox_aux_1: 0.2178 (0.2277)  loss_bbox_aux_2: 0.2178 (0.2247)  loss_bbox_aux_3: 0.2201 (0.2244)  loss_bbox_aux_4: 0.2199 (0.2244)  loss_bbox_aux_5: 0.2986 (0.3161)  loss_bbox_dn_0: 0.4123 (0.4314)  loss_bbox_dn_1: 0.3390 (0.3567)  loss_bbox_dn_2: 0.3151 (0.3371)  loss_bbox_dn_3: 0.3072 (0.3313)  loss_bbox_dn_4: 0.3069 (0.3304)  loss_bbox_dn_5: 0.3069 (0.3304)  loss_giou: 0.6210 (0.6216)  loss_giou_aux_0: 0.6374 (0.6602)  loss_giou_aux_1: 0.6184 (0.6319)  loss_giou_aux_2: 0.6177 (0.6249)  loss_giou_aux_3: 0.6215 (0.6227)  loss_giou_aux_4: 0.6172 (0.6216)  loss_giou_aux_5: 0.7732 (0.7821)  loss_giou_dn_0: 0.8000 (0.8110)  loss_giou_dn_1: 0.6907 (0.6969)  loss_giou_dn_2: 0.6619 (0.6682)  loss_giou_dn_3: 0.6534 (0.6591)  loss_giou_dn_4: 0.6484 (0.6570)  loss_giou_dn_5: 0.6487 (0.6572)  loss_vfl: 0.7959 (0.8353)  loss_vfl_aux_0: 0.9528 (0.9762)  loss_vfl_aux_1: 0.9284 (0.9504)  loss_vfl_aux_2: 0.8808 (0.8878)  loss_vfl_aux_3: 0.8238 (0.8494)  loss_vfl_aux_4: 0.8193 (0.8375)  loss_vfl_aux_5: 0.9329 (0.9590)  loss_vfl_dn_0: 0.5009 (0.4982)  loss_vfl_dn_1: 0.4814 (0.4781)  loss_vfl_dn_2: 0.4650 (0.4644)  loss_vfl_dn_3: 0.4555 (0.4573)  loss_vfl_dn_4: 0.4513 (0.4575)  loss_vfl_dn_5: 0.4532 (0.4602)  time: 0.4816  data: 0.0178  max mem: 5651
Epoch: [2]  [1000/7393]  eta: 0:54:04  lr: 0.000010  loss: 21.7894 (21.6366)  loss_bbox: 0.2108 (0.2247)  loss_bbox_aux_0: 0.2147 (0.2438)  loss_bbox_aux_1: 0.2033 (0.2279)  loss_bbox_aux_2: 0.2051 (0.2250)  loss_bbox_aux_3: 0.2077 (0.2246)  loss_bbox_aux_4: 0.2141 (0.2246)  loss_bbox_aux_5: 0.2897 (0.3157)  loss_bbox_dn_0: 0.3549 (0.4311)  loss_bbox_dn_1: 0.2895 (0.3565)  loss_bbox_dn_2: 0.2748 (0.3369)  loss_bbox_dn_3: 0.2656 (0.3312)  loss_bbox_dn_4: 0.2647 (0.3303)  loss_bbox_dn_5: 0.2647 (0.3303)  loss_giou: 0.6935 (0.6228)  loss_giou_aux_0: 0.7192 (0.6614)  loss_giou_aux_1: 0.6887 (0.6331)  loss_giou_aux_2: 0.7002 (0.6261)  loss_giou_aux_3: 0.6841 (0.6239)  loss_giou_aux_4: 0.6942 (0.6228)  loss_giou_aux_5: 0.8293 (0.7826)  loss_giou_dn_0: 0.8358 (0.8119)  loss_giou_dn_1: 0.7100 (0.6979)  loss_giou_dn_2: 0.6797 (0.6692)  loss_giou_dn_3: 0.6648 (0.6602)  loss_giou_dn_4: 0.6617 (0.6581)  loss_giou_dn_5: 0.6614 (0.6583)  loss_vfl: 0.7736 (0.8345)  loss_vfl_aux_0: 0.9373 (0.9754)  loss_vfl_aux_1: 0.8757 (0.9492)  loss_vfl_aux_2: 0.8198 (0.8869)  loss_vfl_aux_3: 0.7741 (0.8485)  loss_vfl_aux_4: 0.7639 (0.8368)  loss_vfl_aux_5: 0.9011 (0.9591)  loss_vfl_dn_0: 0.4884 (0.4980)  loss_vfl_dn_1: 0.4732 (0.4779)  loss_vfl_dn_2: 0.4613 (0.4644)  loss_vfl_dn_3: 0.4510 (0.4573)  loss_vfl_dn_4: 0.4511 (0.4574)  loss_vfl_dn_5: 0.4549 (0.4601)  time: 0.4812  data: 0.0174  max mem: 5651
Epoch: [2]  [1100/7393]  eta: 0:52:56  lr: 0.000010  loss: 20.4453 (21.6270)  loss_bbox: 0.2144 (0.2246)  loss_bbox_aux_0: 0.2381 (0.2438)  loss_bbox_aux_1: 0.2098 (0.2279)  loss_bbox_aux_2: 0.1992 (0.2249)  loss_bbox_aux_3: 0.2034 (0.2245)  loss_bbox_aux_4: 0.2127 (0.2245)  loss_bbox_aux_5: 0.2954 (0.3166)  loss_bbox_dn_0: 0.4009 (0.4325)  loss_bbox_dn_1: 0.3242 (0.3575)  loss_bbox_dn_2: 0.3049 (0.3378)  loss_bbox_dn_3: 0.2988 (0.3320)  loss_bbox_dn_4: 0.2994 (0.3311)  loss_bbox_dn_5: 0.2994 (0.3311)  loss_giou: 0.5590 (0.6204)  loss_giou_aux_0: 0.5984 (0.6595)  loss_giou_aux_1: 0.5620 (0.6311)  loss_giou_aux_2: 0.5544 (0.6239)  loss_giou_aux_3: 0.5650 (0.6217)  loss_giou_aux_4: 0.5598 (0.6205)  loss_giou_aux_5: 0.7380 (0.7813)  loss_giou_dn_0: 0.7846 (0.8108)  loss_giou_dn_1: 0.6560 (0.6968)  loss_giou_dn_2: 0.6180 (0.6680)  loss_giou_dn_3: 0.6078 (0.6589)  loss_giou_dn_4: 0.6043 (0.6568)  loss_giou_dn_5: 0.6044 (0.6570)  loss_vfl: 0.8303 (0.8355)  loss_vfl_aux_0: 0.9875 (0.9767)  loss_vfl_aux_1: 0.9570 (0.9505)  loss_vfl_aux_2: 0.8965 (0.8880)  loss_vfl_aux_3: 0.8662 (0.8495)  loss_vfl_aux_4: 0.8266 (0.8375)  loss_vfl_aux_5: 0.9734 (0.9602)  loss_vfl_dn_0: 0.4987 (0.4981)  loss_vfl_dn_1: 0.4651 (0.4776)  loss_vfl_dn_2: 0.4542 (0.4640)  loss_vfl_dn_3: 0.4454 (0.4569)  loss_vfl_dn_4: 0.4398 (0.4569)  loss_vfl_dn_5: 0.4411 (0.4597)  time: 0.4819  data: 0.0176  max mem: 5651
Epoch: [2]  [1200/7393]  eta: 0:51:50  lr: 0.000010  loss: 20.8776 (21.6243)  loss_bbox: 0.1994 (0.2244)  loss_bbox_aux_0: 0.2176 (0.2438)  loss_bbox_aux_1: 0.2006 (0.2279)  loss_bbox_aux_2: 0.2032 (0.2248)  loss_bbox_aux_3: 0.2017 (0.2244)  loss_bbox_aux_4: 0.1984 (0.2243)  loss_bbox_aux_5: 0.2726 (0.3162)  loss_bbox_dn_0: 0.3901 (0.4320)  loss_bbox_dn_1: 0.3119 (0.3571)  loss_bbox_dn_2: 0.2922 (0.3375)  loss_bbox_dn_3: 0.2864 (0.3317)  loss_bbox_dn_4: 0.2864 (0.3308)  loss_bbox_dn_5: 0.2865 (0.3308)  loss_giou: 0.5529 (0.6198)  loss_giou_aux_0: 0.6155 (0.6590)  loss_giou_aux_1: 0.5758 (0.6308)  loss_giou_aux_2: 0.5714 (0.6235)  loss_giou_aux_3: 0.5522 (0.6211)  loss_giou_aux_4: 0.5572 (0.6199)  loss_giou_aux_5: 0.7374 (0.7803)  loss_giou_dn_0: 0.8136 (0.8111)  loss_giou_dn_1: 0.6758 (0.6970)  loss_giou_dn_2: 0.6503 (0.6681)  loss_giou_dn_3: 0.6391 (0.6591)  loss_giou_dn_4: 0.6362 (0.6570)  loss_giou_dn_5: 0.6363 (0.6571)  loss_vfl: 0.8284 (0.8361)  loss_vfl_aux_0: 0.9426 (0.9770)  loss_vfl_aux_1: 0.9183 (0.9502)  loss_vfl_aux_2: 0.8827 (0.8882)  loss_vfl_aux_3: 0.8317 (0.8496)  loss_vfl_aux_4: 0.8432 (0.8380)  loss_vfl_aux_5: 0.9359 (0.9606)  loss_vfl_dn_0: 0.4911 (0.4984)  loss_vfl_dn_1: 0.4754 (0.4780)  loss_vfl_dn_2: 0.4635 (0.4643)  loss_vfl_dn_3: 0.4624 (0.4573)  loss_vfl_dn_4: 0.4612 (0.4573)  loss_vfl_dn_5: 0.4614 (0.4600)  time: 0.4786  data: 0.0177  max mem: 5651
Epoch: [2]  [1300/7393]  eta: 0:50:47  lr: 0.000010  loss: 21.4686 (21.6185)  loss_bbox: 0.2229 (0.2239)  loss_bbox_aux_0: 0.2369 (0.2432)  loss_bbox_aux_1: 0.2311 (0.2274)  loss_bbox_aux_2: 0.2312 (0.2244)  loss_bbox_aux_3: 0.2188 (0.2240)  loss_bbox_aux_4: 0.2167 (0.2238)  loss_bbox_aux_5: 0.3131 (0.3158)  loss_bbox_dn_0: 0.4407 (0.4315)  loss_bbox_dn_1: 0.3562 (0.3567)  loss_bbox_dn_2: 0.3372 (0.3370)  loss_bbox_dn_3: 0.3285 (0.3312)  loss_bbox_dn_4: 0.3270 (0.3303)  loss_bbox_dn_5: 0.3267 (0.3303)  loss_giou: 0.5675 (0.6199)  loss_giou_aux_0: 0.6142 (0.6593)  loss_giou_aux_1: 0.5910 (0.6311)  loss_giou_aux_2: 0.5757 (0.6238)  loss_giou_aux_3: 0.5720 (0.6213)  loss_giou_aux_4: 0.5676 (0.6201)  loss_giou_aux_5: 0.7323 (0.7803)  loss_giou_dn_0: 0.7888 (0.8112)  loss_giou_dn_1: 0.6717 (0.6973)  loss_giou_dn_2: 0.6382 (0.6684)  loss_giou_dn_3: 0.6267 (0.6593)  loss_giou_dn_4: 0.6265 (0.6572)  loss_giou_dn_5: 0.6267 (0.6573)  loss_vfl: 0.8458 (0.8360)  loss_vfl_aux_0: 0.9718 (0.9763)  loss_vfl_aux_1: 0.9324 (0.9493)  loss_vfl_aux_2: 0.8834 (0.8879)  loss_vfl_aux_3: 0.8512 (0.8494)  loss_vfl_aux_4: 0.8477 (0.8379)  loss_vfl_aux_5: 0.9612 (0.9598)  loss_vfl_dn_0: 0.4952 (0.4985)  loss_vfl_dn_1: 0.4812 (0.4780)  loss_vfl_dn_2: 0.4688 (0.4645)  loss_vfl_dn_3: 0.4614 (0.4574)  loss_vfl_dn_4: 0.4626 (0.4574)  loss_vfl_dn_5: 0.4605 (0.4601)  time: 0.4734  data: 0.0178  max mem: 5651
Epoch: [2]  [1400/7393]  eta: 0:49:47  lr: 0.000010  loss: 21.1064 (21.6064)  loss_bbox: 0.1843 (0.2233)  loss_bbox_aux_0: 0.2048 (0.2424)  loss_bbox_aux_1: 0.1888 (0.2269)  loss_bbox_aux_2: 0.1839 (0.2238)  loss_bbox_aux_3: 0.1790 (0.2232)  loss_bbox_aux_4: 0.1789 (0.2232)  loss_bbox_aux_5: 0.2746 (0.3148)  loss_bbox_dn_0: 0.3624 (0.4300)  loss_bbox_dn_1: 0.2894 (0.3555)  loss_bbox_dn_2: 0.2675 (0.3358)  loss_bbox_dn_3: 0.2626 (0.3301)  loss_bbox_dn_4: 0.2617 (0.3291)  loss_bbox_dn_5: 0.2616 (0.3291)  loss_giou: 0.5653 (0.6201)  loss_giou_aux_0: 0.5993 (0.6593)  loss_giou_aux_1: 0.5698 (0.6311)  loss_giou_aux_2: 0.5685 (0.6239)  loss_giou_aux_3: 0.5691 (0.6213)  loss_giou_aux_4: 0.5640 (0.6202)  loss_giou_aux_5: 0.7385 (0.7799)  loss_giou_dn_0: 0.7976 (0.8116)  loss_giou_dn_1: 0.6670 (0.6977)  loss_giou_dn_2: 0.6414 (0.6687)  loss_giou_dn_3: 0.6348 (0.6597)  loss_giou_dn_4: 0.6343 (0.6576)  loss_giou_dn_5: 0.6342 (0.6577)  loss_vfl: 0.7885 (0.8361)  loss_vfl_aux_0: 0.9141 (0.9756)  loss_vfl_aux_1: 0.8772 (0.9487)  loss_vfl_aux_2: 0.8309 (0.8876)  loss_vfl_aux_3: 0.7929 (0.8497)  loss_vfl_aux_4: 0.7882 (0.8380)  loss_vfl_aux_5: 0.9361 (0.9596)  loss_vfl_dn_0: 0.4906 (0.4982)  loss_vfl_dn_1: 0.4782 (0.4779)  loss_vfl_dn_2: 0.4655 (0.4644)  loss_vfl_dn_3: 0.4619 (0.4574)  loss_vfl_dn_4: 0.4544 (0.4573)  loss_vfl_dn_5: 0.4573 (0.4600)  time: 0.4738  data: 0.0177  max mem: 5651
Epoch: [2]  [1500/7393]  eta: 0:48:47  lr: 0.000010  loss: 21.1461 (21.5972)  loss_bbox: 0.2094 (0.2233)  loss_bbox_aux_0: 0.2297 (0.2424)  loss_bbox_aux_1: 0.2161 (0.2269)  loss_bbox_aux_2: 0.2180 (0.2237)  loss_bbox_aux_3: 0.2143 (0.2231)  loss_bbox_aux_4: 0.2097 (0.2232)  loss_bbox_aux_5: 0.2854 (0.3148)  loss_bbox_dn_0: 0.3722 (0.4307)  loss_bbox_dn_1: 0.2975 (0.3559)  loss_bbox_dn_2: 0.2831 (0.3362)  loss_bbox_dn_3: 0.2750 (0.3303)  loss_bbox_dn_4: 0.2742 (0.3294)  loss_bbox_dn_5: 0.2745 (0.3294)  loss_giou: 0.6022 (0.6196)  loss_giou_aux_0: 0.6693 (0.6589)  loss_giou_aux_1: 0.6319 (0.6309)  loss_giou_aux_2: 0.6134 (0.6235)  loss_giou_aux_3: 0.6120 (0.6208)  loss_giou_aux_4: 0.6050 (0.6197)  loss_giou_aux_5: 0.7598 (0.7794)  loss_giou_dn_0: 0.8086 (0.8112)  loss_giou_dn_1: 0.6996 (0.6972)  loss_giou_dn_2: 0.6700 (0.6683)  loss_giou_dn_3: 0.6603 (0.6592)  loss_giou_dn_4: 0.6557 (0.6571)  loss_giou_dn_5: 0.6561 (0.6572)  loss_vfl: 0.7944 (0.8352)  loss_vfl_aux_0: 0.9453 (0.9755)  loss_vfl_aux_1: 0.8934 (0.9476)  loss_vfl_aux_2: 0.8726 (0.8870)  loss_vfl_aux_3: 0.8238 (0.8489)  loss_vfl_aux_4: 0.8125 (0.8371)  loss_vfl_aux_5: 0.9392 (0.9604)  loss_vfl_dn_0: 0.4864 (0.4981)  loss_vfl_dn_1: 0.4686 (0.4777)  loss_vfl_dn_2: 0.4533 (0.4641)  loss_vfl_dn_3: 0.4454 (0.4571)  loss_vfl_dn_4: 0.4443 (0.4570)  loss_vfl_dn_5: 0.4456 (0.4596)  time: 0.4812  data: 0.0177  max mem: 5651
Epoch: [2]  [1600/7393]  eta: 0:47:52  lr: 0.000010  loss: 21.3396 (21.5803)  loss_bbox: 0.2279 (0.2231)  loss_bbox_aux_0: 0.2662 (0.2420)  loss_bbox_aux_1: 0.2454 (0.2267)  loss_bbox_aux_2: 0.2354 (0.2235)  loss_bbox_aux_3: 0.2310 (0.2229)  loss_bbox_aux_4: 0.2235 (0.2229)  loss_bbox_aux_5: 0.3605 (0.3146)  loss_bbox_dn_0: 0.4945 (0.4313)  loss_bbox_dn_1: 0.3980 (0.3561)  loss_bbox_dn_2: 0.3653 (0.3364)  loss_bbox_dn_3: 0.3571 (0.3306)  loss_bbox_dn_4: 0.3559 (0.3296)  loss_bbox_dn_5: 0.3559 (0.3296)  loss_giou: 0.5086 (0.6176)  loss_giou_aux_0: 0.5729 (0.6570)  loss_giou_aux_1: 0.5286 (0.6291)  loss_giou_aux_2: 0.5089 (0.6215)  loss_giou_aux_3: 0.5062 (0.6188)  loss_giou_aux_4: 0.5101 (0.6177)  loss_giou_aux_5: 0.7211 (0.7776)  loss_giou_dn_0: 0.7680 (0.8101)  loss_giou_dn_1: 0.6440 (0.6960)  loss_giou_dn_2: 0.6059 (0.6670)  loss_giou_dn_3: 0.5964 (0.6579)  loss_giou_dn_4: 0.5921 (0.6558)  loss_giou_dn_5: 0.5922 (0.6560)  loss_vfl: 0.8455 (0.8355)  loss_vfl_aux_0: 1.0036 (0.9766)  loss_vfl_aux_1: 0.9721 (0.9481)  loss_vfl_aux_2: 0.8984 (0.8872)  loss_vfl_aux_3: 0.8646 (0.8491)  loss_vfl_aux_4: 0.8512 (0.8375)  loss_vfl_aux_5: 0.9982 (0.9617)  loss_vfl_dn_0: 0.5087 (0.4982)  loss_vfl_dn_1: 0.4816 (0.4776)  loss_vfl_dn_2: 0.4656 (0.4640)  loss_vfl_dn_3: 0.4560 (0.4570)  loss_vfl_dn_4: 0.4565 (0.4569)  loss_vfl_dn_5: 0.4581 (0.4595)  time: 0.4793  data: 0.0178  max mem: 5651
Epoch: [2]  [1700/7393]  eta: 0:46:55  lr: 0.000010  loss: 21.3073 (21.5717)  loss_bbox: 0.1969 (0.2228)  loss_bbox_aux_0: 0.2071 (0.2416)  loss_bbox_aux_1: 0.2034 (0.2265)  loss_bbox_aux_2: 0.2002 (0.2231)  loss_bbox_aux_3: 0.2004 (0.2226)  loss_bbox_aux_4: 0.1992 (0.2227)  loss_bbox_aux_5: 0.2893 (0.3141)  loss_bbox_dn_0: 0.3763 (0.4305)  loss_bbox_dn_1: 0.3175 (0.3556)  loss_bbox_dn_2: 0.2878 (0.3358)  loss_bbox_dn_3: 0.2791 (0.3300)  loss_bbox_dn_4: 0.2766 (0.3291)  loss_bbox_dn_5: 0.2768 (0.3291)  loss_giou: 0.5837 (0.6175)  loss_giou_aux_0: 0.6165 (0.6567)  loss_giou_aux_1: 0.5866 (0.6290)  loss_giou_aux_2: 0.5908 (0.6214)  loss_giou_aux_3: 0.5966 (0.6187)  loss_giou_aux_4: 0.5811 (0.6176)  loss_giou_aux_5: 0.7440 (0.7773)  loss_giou_dn_0: 0.7898 (0.8099)  loss_giou_dn_1: 0.6756 (0.6958)  loss_giou_dn_2: 0.6500 (0.6668)  loss_giou_dn_3: 0.6425 (0.6577)  loss_giou_dn_4: 0.6426 (0.6556)  loss_giou_dn_5: 0.6426 (0.6557)  loss_vfl: 0.8332 (0.8355)  loss_vfl_aux_0: 0.9909 (0.9767)  loss_vfl_aux_1: 0.9097 (0.9478)  loss_vfl_aux_2: 0.8716 (0.8873)  loss_vfl_aux_3: 0.8340 (0.8492)  loss_vfl_aux_4: 0.8326 (0.8374)  loss_vfl_aux_5: 0.9720 (0.9618)  loss_vfl_dn_0: 0.5041 (0.4981)  loss_vfl_dn_1: 0.4788 (0.4776)  loss_vfl_dn_2: 0.4648 (0.4639)  loss_vfl_dn_3: 0.4635 (0.4569)  loss_vfl_dn_4: 0.4630 (0.4569)  loss_vfl_dn_5: 0.4647 (0.4594)  time: 0.4689  data: 0.0181  max mem: 5651
Epoch: [2]  [1800/7393]  eta: 0:46:00  lr: 0.000010  loss: 20.9384 (21.5497)  loss_bbox: 0.2286 (0.2222)  loss_bbox_aux_0: 0.2418 (0.2408)  loss_bbox_aux_1: 0.2320 (0.2258)  loss_bbox_aux_2: 0.2320 (0.2225)  loss_bbox_aux_3: 0.2307 (0.2219)  loss_bbox_aux_4: 0.2334 (0.2221)  loss_bbox_aux_5: 0.3184 (0.3129)  loss_bbox_dn_0: 0.4258 (0.4296)  loss_bbox_dn_1: 0.3511 (0.3547)  loss_bbox_dn_2: 0.3341 (0.3349)  loss_bbox_dn_3: 0.3287 (0.3292)  loss_bbox_dn_4: 0.3275 (0.3282)  loss_bbox_dn_5: 0.3275 (0.3282)  loss_giou: 0.5426 (0.6170)  loss_giou_aux_0: 0.6091 (0.6562)  loss_giou_aux_1: 0.5773 (0.6285)  loss_giou_aux_2: 0.5675 (0.6209)  loss_giou_aux_3: 0.5546 (0.6182)  loss_giou_aux_4: 0.5565 (0.6172)  loss_giou_aux_5: 0.7120 (0.7767)  loss_giou_dn_0: 0.8018 (0.8098)  loss_giou_dn_1: 0.6591 (0.6956)  loss_giou_dn_2: 0.6230 (0.6666)  loss_giou_dn_3: 0.6108 (0.6575)  loss_giou_dn_4: 0.6074 (0.6554)  loss_giou_dn_5: 0.6072 (0.6555)  loss_vfl: 0.8006 (0.8348)  loss_vfl_aux_0: 0.9472 (0.9760)  loss_vfl_aux_1: 0.9273 (0.9469)  loss_vfl_aux_2: 0.8580 (0.8862)  loss_vfl_aux_3: 0.8314 (0.8486)  loss_vfl_aux_4: 0.8186 (0.8367)  loss_vfl_aux_5: 0.9290 (0.9612)  loss_vfl_dn_0: 0.5005 (0.4979)  loss_vfl_dn_1: 0.4714 (0.4773)  loss_vfl_dn_2: 0.4561 (0.4636)  loss_vfl_dn_3: 0.4461 (0.4566)  loss_vfl_dn_4: 0.4469 (0.4566)  loss_vfl_dn_5: 0.4451 (0.4592)  time: 0.4779  data: 0.0175  max mem: 5651
Epoch: [2]  [1900/7393]  eta: 0:45:07  lr: 0.000010  loss: 21.5013 (21.5508)  loss_bbox: 0.2220 (0.2224)  loss_bbox_aux_0: 0.2397 (0.2411)  loss_bbox_aux_1: 0.2232 (0.2262)  loss_bbox_aux_2: 0.2230 (0.2228)  loss_bbox_aux_3: 0.2125 (0.2222)  loss_bbox_aux_4: 0.2125 (0.2223)  loss_bbox_aux_5: 0.3429 (0.3136)  loss_bbox_dn_0: 0.4631 (0.4304)  loss_bbox_dn_1: 0.3867 (0.3555)  loss_bbox_dn_2: 0.3716 (0.3357)  loss_bbox_dn_3: 0.3565 (0.3299)  loss_bbox_dn_4: 0.3548 (0.3290)  loss_bbox_dn_5: 0.3546 (0.3290)  loss_giou: 0.5695 (0.6167)  loss_giou_aux_0: 0.6003 (0.6560)  loss_giou_aux_1: 0.5863 (0.6283)  loss_giou_aux_2: 0.5749 (0.6206)  loss_giou_aux_3: 0.5718 (0.6178)  loss_giou_aux_4: 0.5675 (0.6168)  loss_giou_aux_5: 0.7439 (0.7765)  loss_giou_dn_0: 0.7642 (0.8093)  loss_giou_dn_1: 0.6321 (0.6952)  loss_giou_dn_2: 0.5930 (0.6662)  loss_giou_dn_3: 0.5809 (0.6571)  loss_giou_dn_4: 0.5772 (0.6550)  loss_giou_dn_5: 0.5772 (0.6551)  loss_vfl: 0.8325 (0.8350)  loss_vfl_aux_0: 0.9829 (0.9757)  loss_vfl_aux_1: 0.9330 (0.9462)  loss_vfl_aux_2: 0.8802 (0.8860)  loss_vfl_aux_3: 0.8369 (0.8486)  loss_vfl_aux_4: 0.8433 (0.8368)  loss_vfl_aux_5: 0.9973 (0.9608)  loss_vfl_dn_0: 0.4974 (0.4979)  loss_vfl_dn_1: 0.4731 (0.4773)  loss_vfl_dn_2: 0.4623 (0.4636)  loss_vfl_dn_3: 0.4551 (0.4566)  loss_vfl_dn_4: 0.4534 (0.4566)  loss_vfl_dn_5: 0.4570 (0.4591)  time: 0.4869  data: 0.0177  max mem: 5651
Epoch: [2]  [2000/7393]  eta: 0:44:16  lr: 0.000010  loss: 21.8152 (21.5587)  loss_bbox: 0.2173 (0.2229)  loss_bbox_aux_0: 0.2332 (0.2416)  loss_bbox_aux_1: 0.2254 (0.2267)  loss_bbox_aux_2: 0.2187 (0.2232)  loss_bbox_aux_3: 0.2160 (0.2226)  loss_bbox_aux_4: 0.2169 (0.2227)  loss_bbox_aux_5: 0.3053 (0.3139)  loss_bbox_dn_0: 0.3982 (0.4309)  loss_bbox_dn_1: 0.3427 (0.3560)  loss_bbox_dn_2: 0.3258 (0.3362)  loss_bbox_dn_3: 0.3188 (0.3304)  loss_bbox_dn_4: 0.3202 (0.3295)  loss_bbox_dn_5: 0.3201 (0.3295)  loss_giou: 0.6150 (0.6172)  loss_giou_aux_0: 0.6644 (0.6568)  loss_giou_aux_1: 0.6260 (0.6291)  loss_giou_aux_2: 0.6135 (0.6212)  loss_giou_aux_3: 0.6103 (0.6185)  loss_giou_aux_4: 0.6089 (0.6174)  loss_giou_aux_5: 0.7735 (0.7771)  loss_giou_dn_0: 0.8023 (0.8097)  loss_giou_dn_1: 0.6661 (0.6956)  loss_giou_dn_2: 0.6464 (0.6666)  loss_giou_dn_3: 0.6391 (0.6575)  loss_giou_dn_4: 0.6357 (0.6554)  loss_giou_dn_5: 0.6355 (0.6555)  loss_vfl: 0.8248 (0.8345)  loss_vfl_aux_0: 0.9572 (0.9747)  loss_vfl_aux_1: 0.9282 (0.9453)  loss_vfl_aux_2: 0.8473 (0.8854)  loss_vfl_aux_3: 0.8330 (0.8481)  loss_vfl_aux_4: 0.8326 (0.8364)  loss_vfl_aux_5: 0.9392 (0.9604)  loss_vfl_dn_0: 0.4952 (0.4977)  loss_vfl_dn_1: 0.4736 (0.4772)  loss_vfl_dn_2: 0.4589 (0.4635)  loss_vfl_dn_3: 0.4531 (0.4565)  loss_vfl_dn_4: 0.4539 (0.4565)  loss_vfl_dn_5: 0.4554 (0.4590)  time: 0.4803  data: 0.0184  max mem: 5651
Epoch: [2]  [2100/7393]  eta: 0:43:21  lr: 0.000010  loss: 21.1092 (21.5484)  loss_bbox: 0.2068 (0.2229)  loss_bbox_aux_0: 0.2246 (0.2414)  loss_bbox_aux_1: 0.2079 (0.2266)  loss_bbox_aux_2: 0.2095 (0.2231)  loss_bbox_aux_3: 0.2051 (0.2225)  loss_bbox_aux_4: 0.2118 (0.2227)  loss_bbox_aux_5: 0.2920 (0.3138)  loss_bbox_dn_0: 0.3842 (0.4308)  loss_bbox_dn_1: 0.3097 (0.3559)  loss_bbox_dn_2: 0.2941 (0.3361)  loss_bbox_dn_3: 0.2884 (0.3303)  loss_bbox_dn_4: 0.2875 (0.3293)  loss_bbox_dn_5: 0.2874 (0.3293)  loss_giou: 0.5822 (0.6168)  loss_giou_aux_0: 0.6152 (0.6562)  loss_giou_aux_1: 0.5890 (0.6285)  loss_giou_aux_2: 0.5796 (0.6207)  loss_giou_aux_3: 0.5840 (0.6180)  loss_giou_aux_4: 0.5828 (0.6170)  loss_giou_aux_5: 0.7591 (0.7765)  loss_giou_dn_0: 0.7857 (0.8091)  loss_giou_dn_1: 0.6659 (0.6950)  loss_giou_dn_2: 0.6420 (0.6660)  loss_giou_dn_3: 0.6361 (0.6570)  loss_giou_dn_4: 0.6356 (0.6548)  loss_giou_dn_5: 0.6361 (0.6550)  loss_vfl: 0.8002 (0.8340)  loss_vfl_aux_0: 0.9802 (0.9753)  loss_vfl_aux_1: 0.9470 (0.9452)  loss_vfl_aux_2: 0.8962 (0.8850)  loss_vfl_aux_3: 0.8041 (0.8476)  loss_vfl_aux_4: 0.8223 (0.8360)  loss_vfl_aux_5: 0.9398 (0.9602)  loss_vfl_dn_0: 0.4941 (0.4977)  loss_vfl_dn_1: 0.4745 (0.4771)  loss_vfl_dn_2: 0.4542 (0.4633)  loss_vfl_dn_3: 0.4510 (0.4564)  loss_vfl_dn_4: 0.4555 (0.4563)  loss_vfl_dn_5: 0.4561 (0.4589)  time: 0.4669  data: 0.0180  max mem: 5651
Epoch: [2]  [2200/7393]  eta: 0:42:28  lr: 0.000010  loss: 21.4394 (21.5486)  loss_bbox: 0.1997 (0.2231)  loss_bbox_aux_0: 0.2231 (0.2416)  loss_bbox_aux_1: 0.2031 (0.2268)  loss_bbox_aux_2: 0.1999 (0.2233)  loss_bbox_aux_3: 0.1987 (0.2227)  loss_bbox_aux_4: 0.2045 (0.2229)  loss_bbox_aux_5: 0.2910 (0.3140)  loss_bbox_dn_0: 0.4054 (0.4308)  loss_bbox_dn_1: 0.3287 (0.3558)  loss_bbox_dn_2: 0.3080 (0.3360)  loss_bbox_dn_3: 0.3040 (0.3302)  loss_bbox_dn_4: 0.3041 (0.3293)  loss_bbox_dn_5: 0.3043 (0.3292)  loss_giou: 0.5970 (0.6169)  loss_giou_aux_0: 0.6361 (0.6562)  loss_giou_aux_1: 0.6174 (0.6286)  loss_giou_aux_2: 0.6025 (0.6208)  loss_giou_aux_3: 0.6040 (0.6182)  loss_giou_aux_4: 0.5990 (0.6171)  loss_giou_aux_5: 0.7665 (0.7765)  loss_giou_dn_0: 0.8028 (0.8090)  loss_giou_dn_1: 0.6857 (0.6949)  loss_giou_dn_2: 0.6619 (0.6660)  loss_giou_dn_3: 0.6543 (0.6569)  loss_giou_dn_4: 0.6515 (0.6548)  loss_giou_dn_5: 0.6517 (0.6549)  loss_vfl: 0.8500 (0.8337)  loss_vfl_aux_0: 0.9728 (0.9754)  loss_vfl_aux_1: 0.9560 (0.9451)  loss_vfl_aux_2: 0.8981 (0.8850)  loss_vfl_aux_3: 0.8528 (0.8473)  loss_vfl_aux_4: 0.8444 (0.8356)  loss_vfl_aux_5: 0.9384 (0.9603)  loss_vfl_dn_0: 0.5030 (0.4978)  loss_vfl_dn_1: 0.4828 (0.4771)  loss_vfl_dn_2: 0.4686 (0.4633)  loss_vfl_dn_3: 0.4625 (0.4564)  loss_vfl_dn_4: 0.4658 (0.4563)  loss_vfl_dn_5: 0.4682 (0.4588)  time: 0.4889  data: 0.0182  max mem: 5651
Epoch: [2]  [2300/7393]  eta: 0:41:37  lr: 0.000010  loss: 21.5560 (21.5416)  loss_bbox: 0.2226 (0.2228)  loss_bbox_aux_0: 0.2369 (0.2412)  loss_bbox_aux_1: 0.2247 (0.2264)  loss_bbox_aux_2: 0.2251 (0.2230)  loss_bbox_aux_3: 0.2233 (0.2224)  loss_bbox_aux_4: 0.2225 (0.2226)  loss_bbox_aux_5: 0.3090 (0.3133)  loss_bbox_dn_0: 0.4089 (0.4297)  loss_bbox_dn_1: 0.3509 (0.3550)  loss_bbox_dn_2: 0.3330 (0.3353)  loss_bbox_dn_3: 0.3285 (0.3295)  loss_bbox_dn_4: 0.3272 (0.3286)  loss_bbox_dn_5: 0.3274 (0.3286)  loss_giou: 0.6021 (0.6171)  loss_giou_aux_0: 0.6410 (0.6563)  loss_giou_aux_1: 0.6018 (0.6286)  loss_giou_aux_2: 0.5950 (0.6209)  loss_giou_aux_3: 0.6032 (0.6182)  loss_giou_aux_4: 0.5999 (0.6172)  loss_giou_aux_5: 0.7709 (0.7763)  loss_giou_dn_0: 0.8033 (0.8088)  loss_giou_dn_1: 0.6931 (0.6948)  loss_giou_dn_2: 0.6592 (0.6659)  loss_giou_dn_3: 0.6544 (0.6569)  loss_giou_dn_4: 0.6531 (0.6548)  loss_giou_dn_5: 0.6540 (0.6549)  loss_vfl: 0.8404 (0.8338)  loss_vfl_aux_0: 1.0131 (0.9754)  loss_vfl_aux_1: 0.9791 (0.9450)  loss_vfl_aux_2: 0.8945 (0.8849)  loss_vfl_aux_3: 0.8587 (0.8475)  loss_vfl_aux_4: 0.8521 (0.8357)  loss_vfl_aux_5: 0.9836 (0.9603)  loss_vfl_dn_0: 0.5017 (0.4978)  loss_vfl_dn_1: 0.4781 (0.4771)  loss_vfl_dn_2: 0.4602 (0.4633)  loss_vfl_dn_3: 0.4510 (0.4564)  loss_vfl_dn_4: 0.4528 (0.4563)  loss_vfl_dn_5: 0.4549 (0.4589)  time: 0.4768  data: 0.0178  max mem: 5651
Epoch: [2]  [2400/7393]  eta: 0:40:46  lr: 0.000010  loss: 20.8587 (21.5341)  loss_bbox: 0.2231 (0.2226)  loss_bbox_aux_0: 0.2489 (0.2412)  loss_bbox_aux_1: 0.2262 (0.2263)  loss_bbox_aux_2: 0.2204 (0.2229)  loss_bbox_aux_3: 0.2207 (0.2222)  loss_bbox_aux_4: 0.2236 (0.2224)  loss_bbox_aux_5: 0.3159 (0.3134)  loss_bbox_dn_0: 0.3940 (0.4297)  loss_bbox_dn_1: 0.3291 (0.3549)  loss_bbox_dn_2: 0.3247 (0.3352)  loss_bbox_dn_3: 0.3211 (0.3294)  loss_bbox_dn_4: 0.3196 (0.3284)  loss_bbox_dn_5: 0.3193 (0.3284)  loss_giou: 0.5892 (0.6161)  loss_giou_aux_0: 0.6440 (0.6555)  loss_giou_aux_1: 0.6132 (0.6278)  loss_giou_aux_2: 0.6067 (0.6200)  loss_giou_aux_3: 0.5951 (0.6173)  loss_giou_aux_4: 0.5913 (0.6163)  loss_giou_aux_5: 0.7700 (0.7755)  loss_giou_dn_0: 0.7833 (0.8083)  loss_giou_dn_1: 0.6438 (0.6943)  loss_giou_dn_2: 0.6136 (0.6654)  loss_giou_dn_3: 0.6011 (0.6563)  loss_giou_dn_4: 0.5972 (0.6543)  loss_giou_dn_5: 0.5968 (0.6544)  loss_vfl: 0.8033 (0.8342)  loss_vfl_aux_0: 0.9415 (0.9761)  loss_vfl_aux_1: 0.9402 (0.9457)  loss_vfl_aux_2: 0.8784 (0.8853)  loss_vfl_aux_3: 0.8182 (0.8479)  loss_vfl_aux_4: 0.8014 (0.8362)  loss_vfl_aux_5: 0.9666 (0.9607)  loss_vfl_dn_0: 0.4971 (0.4979)  loss_vfl_dn_1: 0.4698 (0.4771)  loss_vfl_dn_2: 0.4600 (0.4632)  loss_vfl_dn_3: 0.4470 (0.4563)  loss_vfl_dn_4: 0.4468 (0.4562)  loss_vfl_dn_5: 0.4485 (0.4587)  time: 0.4864  data: 0.0182  max mem: 5651
Epoch: [2]  [2500/7393]  eta: 0:39:54  lr: 0.000010  loss: 21.6651 (21.5235)  loss_bbox: 0.2373 (0.2228)  loss_bbox_aux_0: 0.2542 (0.2412)  loss_bbox_aux_1: 0.2439 (0.2263)  loss_bbox_aux_2: 0.2398 (0.2230)  loss_bbox_aux_3: 0.2393 (0.2223)  loss_bbox_aux_4: 0.2374 (0.2226)  loss_bbox_aux_5: 0.3407 (0.3134)  loss_bbox_dn_0: 0.4262 (0.4297)  loss_bbox_dn_1: 0.3650 (0.3548)  loss_bbox_dn_2: 0.3374 (0.3352)  loss_bbox_dn_3: 0.3348 (0.3293)  loss_bbox_dn_4: 0.3341 (0.3284)  loss_bbox_dn_5: 0.3344 (0.3284)  loss_giou: 0.6053 (0.6153)  loss_giou_aux_0: 0.6320 (0.6545)  loss_giou_aux_1: 0.6104 (0.6267)  loss_giou_aux_2: 0.6117 (0.6191)  loss_giou_aux_3: 0.6040 (0.6164)  loss_giou_aux_4: 0.6067 (0.6155)  loss_giou_aux_5: 0.7714 (0.7746)  loss_giou_dn_0: 0.8291 (0.8078)  loss_giou_dn_1: 0.6979 (0.6936)  loss_giou_dn_2: 0.6694 (0.6647)  loss_giou_dn_3: 0.6619 (0.6557)  loss_giou_dn_4: 0.6600 (0.6536)  loss_giou_dn_5: 0.6603 (0.6537)  loss_vfl: 0.8100 (0.8340)  loss_vfl_aux_0: 0.9715 (0.9764)  loss_vfl_aux_1: 0.9243 (0.9460)  loss_vfl_aux_2: 0.8883 (0.8853)  loss_vfl_aux_3: 0.8537 (0.8478)  loss_vfl_aux_4: 0.8261 (0.8359)  loss_vfl_aux_5: 0.9659 (0.9611)  loss_vfl_dn_0: 0.4903 (0.4980)  loss_vfl_dn_1: 0.4751 (0.4770)  loss_vfl_dn_2: 0.4574 (0.4631)  loss_vfl_dn_3: 0.4502 (0.4561)  loss_vfl_dn_4: 0.4521 (0.4560)  loss_vfl_dn_5: 0.4526 (0.4585)  time: 0.4797  data: 0.0175  max mem: 5651
Epoch: [2]  [2600/7393]  eta: 0:39:03  lr: 0.000010  loss: 21.6534 (21.5182)  loss_bbox: 0.2154 (0.2228)  loss_bbox_aux_0: 0.2383 (0.2414)  loss_bbox_aux_1: 0.2230 (0.2264)  loss_bbox_aux_2: 0.2157 (0.2230)  loss_bbox_aux_3: 0.2153 (0.2223)  loss_bbox_aux_4: 0.2142 (0.2225)  loss_bbox_aux_5: 0.3025 (0.3134)  loss_bbox_dn_0: 0.3851 (0.4294)  loss_bbox_dn_1: 0.3344 (0.3547)  loss_bbox_dn_2: 0.3181 (0.3350)  loss_bbox_dn_3: 0.3142 (0.3292)  loss_bbox_dn_4: 0.3138 (0.3282)  loss_bbox_dn_5: 0.3138 (0.3282)  loss_giou: 0.6389 (0.6149)  loss_giou_aux_0: 0.6841 (0.6543)  loss_giou_aux_1: 0.6405 (0.6264)  loss_giou_aux_2: 0.6434 (0.6187)  loss_giou_aux_3: 0.6378 (0.6160)  loss_giou_aux_4: 0.6434 (0.6150)  loss_giou_aux_5: 0.7629 (0.7742)  loss_giou_dn_0: 0.8326 (0.8075)  loss_giou_dn_1: 0.7258 (0.6933)  loss_giou_dn_2: 0.7002 (0.6644)  loss_giou_dn_3: 0.6902 (0.6554)  loss_giou_dn_4: 0.6872 (0.6533)  loss_giou_dn_5: 0.6871 (0.6534)  loss_vfl: 0.8446 (0.8339)  loss_vfl_aux_0: 0.9424 (0.9763)  loss_vfl_aux_1: 0.9571 (0.9459)  loss_vfl_aux_2: 0.8760 (0.8853)  loss_vfl_aux_3: 0.8617 (0.8478)  loss_vfl_aux_4: 0.8428 (0.8359)  loss_vfl_aux_5: 0.9536 (0.9610)  loss_vfl_dn_0: 0.4996 (0.4980)  loss_vfl_dn_1: 0.4785 (0.4770)  loss_vfl_dn_2: 0.4712 (0.4632)  loss_vfl_dn_3: 0.4594 (0.4562)  loss_vfl_dn_4: 0.4561 (0.4560)  loss_vfl_dn_5: 0.4564 (0.4585)  time: 0.4864  data: 0.0181  max mem: 5651
Epoch: [2]  [2700/7393]  eta: 0:38:12  lr: 0.000010  loss: 21.3145 (21.5078)  loss_bbox: 0.2043 (0.2224)  loss_bbox_aux_0: 0.2270 (0.2409)  loss_bbox_aux_1: 0.2113 (0.2260)  loss_bbox_aux_2: 0.2049 (0.2227)  loss_bbox_aux_3: 0.2245 (0.2219)  loss_bbox_aux_4: 0.2002 (0.2222)  loss_bbox_aux_5: 0.2718 (0.3126)  loss_bbox_dn_0: 0.3397 (0.4280)  loss_bbox_dn_1: 0.2819 (0.3534)  loss_bbox_dn_2: 0.2717 (0.3338)  loss_bbox_dn_3: 0.2729 (0.3279)  loss_bbox_dn_4: 0.2770 (0.3270)  loss_bbox_dn_5: 0.2768 (0.3270)  loss_giou: 0.6666 (0.6156)  loss_giou_aux_0: 0.6812 (0.6551)  loss_giou_aux_1: 0.6632 (0.6271)  loss_giou_aux_2: 0.6710 (0.6195)  loss_giou_aux_3: 0.6625 (0.6167)  loss_giou_aux_4: 0.6656 (0.6158)  loss_giou_aux_5: 0.7899 (0.7747)  loss_giou_dn_0: 0.8087 (0.8077)  loss_giou_dn_1: 0.7063 (0.6937)  loss_giou_dn_2: 0.6865 (0.6649)  loss_giou_dn_3: 0.6775 (0.6559)  loss_giou_dn_4: 0.6747 (0.6538)  loss_giou_dn_5: 0.6749 (0.6539)  loss_vfl: 0.7905 (0.8332)  loss_vfl_aux_0: 0.8627 (0.9751)  loss_vfl_aux_1: 0.8605 (0.9450)  loss_vfl_aux_2: 0.8178 (0.8844)  loss_vfl_aux_3: 0.7955 (0.8471)  loss_vfl_aux_4: 0.7854 (0.8351)  loss_vfl_aux_5: 0.9066 (0.9601)  loss_vfl_dn_0: 0.4892 (0.4978)  loss_vfl_dn_1: 0.4633 (0.4768)  loss_vfl_dn_2: 0.4512 (0.4630)  loss_vfl_dn_3: 0.4489 (0.4560)  loss_vfl_dn_4: 0.4486 (0.4558)  loss_vfl_dn_5: 0.4542 (0.4583)  time: 0.4759  data: 0.0181  max mem: 5652
Epoch: [2]  [2800/7393]  eta: 0:37:20  lr: 0.000010  loss: 20.9506 (21.5041)  loss_bbox: 0.2080 (0.2225)  loss_bbox_aux_0: 0.2132 (0.2410)  loss_bbox_aux_1: 0.2077 (0.2260)  loss_bbox_aux_2: 0.2087 (0.2227)  loss_bbox_aux_3: 0.2143 (0.2220)  loss_bbox_aux_4: 0.2068 (0.2223)  loss_bbox_aux_5: 0.2963 (0.3126)  loss_bbox_dn_0: 0.4256 (0.4278)  loss_bbox_dn_1: 0.3442 (0.3533)  loss_bbox_dn_2: 0.3233 (0.3337)  loss_bbox_dn_3: 0.3190 (0.3279)  loss_bbox_dn_4: 0.3198 (0.3269)  loss_bbox_dn_5: 0.3199 (0.3269)  loss_giou: 0.5387 (0.6158)  loss_giou_aux_0: 0.5719 (0.6553)  loss_giou_aux_1: 0.5624 (0.6273)  loss_giou_aux_2: 0.5592 (0.6196)  loss_giou_aux_3: 0.5475 (0.6169)  loss_giou_aux_4: 0.5511 (0.6160)  loss_giou_aux_5: 0.7044 (0.7747)  loss_giou_dn_0: 0.7834 (0.8076)  loss_giou_dn_1: 0.6700 (0.6936)  loss_giou_dn_2: 0.6373 (0.6649)  loss_giou_dn_3: 0.6284 (0.6559)  loss_giou_dn_4: 0.6255 (0.6538)  loss_giou_dn_5: 0.6255 (0.6539)  loss_vfl: 0.8437 (0.8326)  loss_vfl_aux_0: 1.0103 (0.9746)  loss_vfl_aux_1: 0.9575 (0.9443)  loss_vfl_aux_2: 0.8817 (0.8838)  loss_vfl_aux_3: 0.8455 (0.8465)  loss_vfl_aux_4: 0.8329 (0.8345)  loss_vfl_aux_5: 0.9701 (0.9598)  loss_vfl_dn_0: 0.4992 (0.4977)  loss_vfl_dn_1: 0.4746 (0.4767)  loss_vfl_dn_2: 0.4584 (0.4628)  loss_vfl_dn_3: 0.4519 (0.4558)  loss_vfl_dn_4: 0.4533 (0.4556)  loss_vfl_dn_5: 0.4568 (0.4581)  time: 0.4750  data: 0.0171  max mem: 5652
Epoch: [2]  [2900/7393]  eta: 0:36:30  lr: 0.000010  loss: 21.0197 (21.5036)  loss_bbox: 0.2063 (0.2230)  loss_bbox_aux_0: 0.2531 (0.2415)  loss_bbox_aux_1: 0.2226 (0.2265)  loss_bbox_aux_2: 0.2245 (0.2232)  loss_bbox_aux_3: 0.2144 (0.2225)  loss_bbox_aux_4: 0.2090 (0.2228)  loss_bbox_aux_5: 0.3324 (0.3132)  loss_bbox_dn_0: 0.4224 (0.4280)  loss_bbox_dn_1: 0.3273 (0.3535)  loss_bbox_dn_2: 0.2944 (0.3338)  loss_bbox_dn_3: 0.2844 (0.3280)  loss_bbox_dn_4: 0.2813 (0.3271)  loss_bbox_dn_5: 0.2814 (0.3271)  loss_giou: 0.6180 (0.6160)  loss_giou_aux_0: 0.6535 (0.6556)  loss_giou_aux_1: 0.6165 (0.6275)  loss_giou_aux_2: 0.6154 (0.6199)  loss_giou_aux_3: 0.6228 (0.6171)  loss_giou_aux_4: 0.6108 (0.6162)  loss_giou_aux_5: 0.7389 (0.7749)  loss_giou_dn_0: 0.7746 (0.8071)  loss_giou_dn_1: 0.6564 (0.6932)  loss_giou_dn_2: 0.6330 (0.6645)  loss_giou_dn_3: 0.6247 (0.6555)  loss_giou_dn_4: 0.6209 (0.6534)  loss_giou_dn_5: 0.6208 (0.6535)  loss_vfl: 0.7827 (0.8321)  loss_vfl_aux_0: 0.8862 (0.9740)  loss_vfl_aux_1: 0.8592 (0.9435)  loss_vfl_aux_2: 0.8054 (0.8833)  loss_vfl_aux_3: 0.7962 (0.8460)  loss_vfl_aux_4: 0.7896 (0.8340)  loss_vfl_aux_5: 0.8669 (0.9596)  loss_vfl_dn_0: 0.5002 (0.4978)  loss_vfl_dn_1: 0.4754 (0.4766)  loss_vfl_dn_2: 0.4572 (0.4627)  loss_vfl_dn_3: 0.4560 (0.4557)  loss_vfl_dn_4: 0.4485 (0.4555)  loss_vfl_dn_5: 0.4502 (0.4580)  time: 0.4737  data: 0.0180  max mem: 5652
Epoch: [2]  [3000/7393]  eta: 0:35:40  lr: 0.000010  loss: 21.4144 (21.4988)  loss_bbox: 0.2030 (0.2229)  loss_bbox_aux_0: 0.2354 (0.2415)  loss_bbox_aux_1: 0.2050 (0.2264)  loss_bbox_aux_2: 0.1988 (0.2231)  loss_bbox_aux_3: 0.2065 (0.2223)  loss_bbox_aux_4: 0.2002 (0.2227)  loss_bbox_aux_5: 0.2926 (0.3132)  loss_bbox_dn_0: 0.4254 (0.4281)  loss_bbox_dn_1: 0.3331 (0.3535)  loss_bbox_dn_2: 0.3049 (0.3338)  loss_bbox_dn_3: 0.2961 (0.3280)  loss_bbox_dn_4: 0.2954 (0.3271)  loss_bbox_dn_5: 0.2953 (0.3271)  loss_giou: 0.5332 (0.6158)  loss_giou_aux_0: 0.5852 (0.6553)  loss_giou_aux_1: 0.5623 (0.6273)  loss_giou_aux_2: 0.5371 (0.6195)  loss_giou_aux_3: 0.5455 (0.6169)  loss_giou_aux_4: 0.5357 (0.6160)  loss_giou_aux_5: 0.7524 (0.7746)  loss_giou_dn_0: 0.7911 (0.8067)  loss_giou_dn_1: 0.6720 (0.6929)  loss_giou_dn_2: 0.6425 (0.6642)  loss_giou_dn_3: 0.6342 (0.6551)  loss_giou_dn_4: 0.6320 (0.6530)  loss_giou_dn_5: 0.6318 (0.6532)  loss_vfl: 0.8541 (0.8318)  loss_vfl_aux_0: 0.9938 (0.9744)  loss_vfl_aux_1: 0.9336 (0.9437)  loss_vfl_aux_2: 0.8844 (0.8832)  loss_vfl_aux_3: 0.8876 (0.8459)  loss_vfl_aux_4: 0.8742 (0.8338)  loss_vfl_aux_5: 0.9599 (0.9599)  loss_vfl_dn_0: 0.5060 (0.4979)  loss_vfl_dn_1: 0.4782 (0.4765)  loss_vfl_dn_2: 0.4639 (0.4626)  loss_vfl_dn_3: 0.4547 (0.4556)  loss_vfl_dn_4: 0.4556 (0.4554)  loss_vfl_dn_5: 0.4570 (0.4578)  time: 0.4835  data: 0.0184  max mem: 5652
Epoch: [2]  [3100/7393]  eta: 0:34:49  lr: 0.000010  loss: 21.0538 (21.4917)  loss_bbox: 0.1959 (0.2228)  loss_bbox_aux_0: 0.2276 (0.2414)  loss_bbox_aux_1: 0.2123 (0.2263)  loss_bbox_aux_2: 0.2077 (0.2229)  loss_bbox_aux_3: 0.2018 (0.2222)  loss_bbox_aux_4: 0.1989 (0.2226)  loss_bbox_aux_5: 0.2836 (0.3130)  loss_bbox_dn_0: 0.3927 (0.4278)  loss_bbox_dn_1: 0.3128 (0.3532)  loss_bbox_dn_2: 0.2996 (0.3336)  loss_bbox_dn_3: 0.2896 (0.3277)  loss_bbox_dn_4: 0.2884 (0.3268)  loss_bbox_dn_5: 0.2883 (0.3268)  loss_giou: 0.6048 (0.6157)  loss_giou_aux_0: 0.6529 (0.6554)  loss_giou_aux_1: 0.6159 (0.6273)  loss_giou_aux_2: 0.6047 (0.6195)  loss_giou_aux_3: 0.6077 (0.6168)  loss_giou_aux_4: 0.6044 (0.6158)  loss_giou_aux_5: 0.7709 (0.7746)  loss_giou_dn_0: 0.7875 (0.8064)  loss_giou_dn_1: 0.6670 (0.6926)  loss_giou_dn_2: 0.6388 (0.6639)  loss_giou_dn_3: 0.6304 (0.6549)  loss_giou_dn_4: 0.6271 (0.6528)  loss_giou_dn_5: 0.6282 (0.6529)  loss_vfl: 0.7751 (0.8315)  loss_vfl_aux_0: 0.9150 (0.9740)  loss_vfl_aux_1: 0.8630 (0.9433)  loss_vfl_aux_2: 0.8165 (0.8830)  loss_vfl_aux_3: 0.7906 (0.8457)  loss_vfl_aux_4: 0.7740 (0.8335)  loss_vfl_aux_5: 0.9323 (0.9597)  loss_vfl_dn_0: 0.4954 (0.4979)  loss_vfl_dn_1: 0.4657 (0.4764)  loss_vfl_dn_2: 0.4520 (0.4625)  loss_vfl_dn_3: 0.4413 (0.4555)  loss_vfl_dn_4: 0.4397 (0.4553)  loss_vfl_dn_5: 0.4424 (0.4577)  time: 0.4731  data: 0.0176  max mem: 5652
Epoch: [2]  [3200/7393]  eta: 0:34:06  lr: 0.000010  loss: 21.1505 (21.4879)  loss_bbox: 0.2033 (0.2225)  loss_bbox_aux_0: 0.2248 (0.2413)  loss_bbox_aux_1: 0.2070 (0.2261)  loss_bbox_aux_2: 0.2073 (0.2227)  loss_bbox_aux_3: 0.2038 (0.2220)  loss_bbox_aux_4: 0.2023 (0.2223)  loss_bbox_aux_5: 0.2991 (0.3127)  loss_bbox_dn_0: 0.3966 (0.4277)  loss_bbox_dn_1: 0.3245 (0.3531)  loss_bbox_dn_2: 0.3100 (0.3335)  loss_bbox_dn_3: 0.3077 (0.3276)  loss_bbox_dn_4: 0.3072 (0.3267)  loss_bbox_dn_5: 0.3070 (0.3267)  loss_giou: 0.6042 (0.6156)  loss_giou_aux_0: 0.6638 (0.6553)  loss_giou_aux_1: 0.6199 (0.6272)  loss_giou_aux_2: 0.6079 (0.6194)  loss_giou_aux_3: 0.6060 (0.6166)  loss_giou_aux_4: 0.6014 (0.6157)  loss_giou_aux_5: 0.7494 (0.7743)  loss_giou_dn_0: 0.8009 (0.8063)  loss_giou_dn_1: 0.6977 (0.6925)  loss_giou_dn_2: 0.6789 (0.6639)  loss_giou_dn_3: 0.6728 (0.6549)  loss_giou_dn_4: 0.6713 (0.6528)  loss_giou_dn_5: 0.6715 (0.6529)  loss_vfl: 0.8241 (0.8316)  loss_vfl_aux_0: 0.9898 (0.9740)  loss_vfl_aux_1: 0.9033 (0.9431)  loss_vfl_aux_2: 0.8557 (0.8827)  loss_vfl_aux_3: 0.8442 (0.8459)  loss_vfl_aux_4: 0.8252 (0.8336)  loss_vfl_aux_5: 0.9455 (0.9597)  loss_vfl_dn_0: 0.4987 (0.4979)  loss_vfl_dn_1: 0.4689 (0.4764)  loss_vfl_dn_2: 0.4546 (0.4624)  loss_vfl_dn_3: 0.4496 (0.4554)  loss_vfl_dn_4: 0.4434 (0.4552)  loss_vfl_dn_5: 0.4476 (0.4576)  time: 0.7339  data: 0.0179  max mem: 5652
Epoch: [2]  [3300/7393]  eta: 0:33:16  lr: 0.000010  loss: 21.1253 (21.4848)  loss_bbox: 0.2396 (0.2225)  loss_bbox_aux_0: 0.2459 (0.2413)  loss_bbox_aux_1: 0.2291 (0.2261)  loss_bbox_aux_2: 0.2436 (0.2228)  loss_bbox_aux_3: 0.2330 (0.2220)  loss_bbox_aux_4: 0.2359 (0.2224)  loss_bbox_aux_5: 0.3348 (0.3128)  loss_bbox_dn_0: 0.4689 (0.4281)  loss_bbox_dn_1: 0.3820 (0.3534)  loss_bbox_dn_2: 0.3563 (0.3337)  loss_bbox_dn_3: 0.3529 (0.3279)  loss_bbox_dn_4: 0.3482 (0.3269)  loss_bbox_dn_5: 0.3479 (0.3269)  loss_giou: 0.5874 (0.6153)  loss_giou_aux_0: 0.6384 (0.6549)  loss_giou_aux_1: 0.6013 (0.6268)  loss_giou_aux_2: 0.5989 (0.6191)  loss_giou_aux_3: 0.5894 (0.6163)  loss_giou_aux_4: 0.5902 (0.6155)  loss_giou_aux_5: 0.7643 (0.7741)  loss_giou_dn_0: 0.7675 (0.8061)  loss_giou_dn_1: 0.6699 (0.6923)  loss_giou_dn_2: 0.6388 (0.6636)  loss_giou_dn_3: 0.6268 (0.6546)  loss_giou_dn_4: 0.6256 (0.6525)  loss_giou_dn_5: 0.6256 (0.6526)  loss_vfl: 0.8275 (0.8313)  loss_vfl_aux_0: 0.9918 (0.9742)  loss_vfl_aux_1: 0.9363 (0.9430)  loss_vfl_aux_2: 0.8761 (0.8824)  loss_vfl_aux_3: 0.8491 (0.8456)  loss_vfl_aux_4: 0.8433 (0.8333)  loss_vfl_aux_5: 0.9893 (0.9597)  loss_vfl_dn_0: 0.4974 (0.4980)  loss_vfl_dn_1: 0.4728 (0.4764)  loss_vfl_dn_2: 0.4570 (0.4624)  loss_vfl_dn_3: 0.4524 (0.4554)  loss_vfl_dn_4: 0.4540 (0.4552)  loss_vfl_dn_5: 0.4524 (0.4576)  time: 0.4703  data: 0.0184  max mem: 5652
Epoch: [2]  [3400/7393]  eta: 0:32:42  lr: 0.000010  loss: 20.9839 (21.4829)  loss_bbox: 0.2231 (0.2228)  loss_bbox_aux_0: 0.2420 (0.2415)  loss_bbox_aux_1: 0.2355 (0.2263)  loss_bbox_aux_2: 0.2255 (0.2231)  loss_bbox_aux_3: 0.2245 (0.2223)  loss_bbox_aux_4: 0.2229 (0.2226)  loss_bbox_aux_5: 0.3214 (0.3129)  loss_bbox_dn_0: 0.4274 (0.4279)  loss_bbox_dn_1: 0.3529 (0.3532)  loss_bbox_dn_2: 0.3409 (0.3335)  loss_bbox_dn_3: 0.3406 (0.3276)  loss_bbox_dn_4: 0.3402 (0.3267)  loss_bbox_dn_5: 0.3403 (0.3267)  loss_giou: 0.5530 (0.6156)  loss_giou_aux_0: 0.6017 (0.6552)  loss_giou_aux_1: 0.5745 (0.6271)  loss_giou_aux_2: 0.5703 (0.6194)  loss_giou_aux_3: 0.5717 (0.6166)  loss_giou_aux_4: 0.5639 (0.6157)  loss_giou_aux_5: 0.7143 (0.7742)  loss_giou_dn_0: 0.7669 (0.8060)  loss_giou_dn_1: 0.6395 (0.6922)  loss_giou_dn_2: 0.6112 (0.6635)  loss_giou_dn_3: 0.5967 (0.6545)  loss_giou_dn_4: 0.5947 (0.6525)  loss_giou_dn_5: 0.5947 (0.6526)  loss_vfl: 0.8503 (0.8310)  loss_vfl_aux_0: 0.9813 (0.9738)  loss_vfl_aux_1: 0.9367 (0.9425)  loss_vfl_aux_2: 0.8635 (0.8817)  loss_vfl_aux_3: 0.8558 (0.8452)  loss_vfl_aux_4: 0.8474 (0.8330)  loss_vfl_aux_5: 0.9607 (0.9595)  loss_vfl_dn_0: 0.4962 (0.4979)  loss_vfl_dn_1: 0.4684 (0.4762)  loss_vfl_dn_2: 0.4568 (0.4622)  loss_vfl_dn_3: 0.4502 (0.4553)  loss_vfl_dn_4: 0.4506 (0.4551)  loss_vfl_dn_5: 0.4468 (0.4575)  time: 0.4712  data: 0.0180  max mem: 5652
Epoch: [2]  [3500/7393]  eta: 0:31:50  lr: 0.000010  loss: 21.5524 (21.4724)  loss_bbox: 0.2162 (0.2228)  loss_bbox_aux_0: 0.2209 (0.2415)  loss_bbox_aux_1: 0.2154 (0.2263)  loss_bbox_aux_2: 0.2139 (0.2232)  loss_bbox_aux_3: 0.2177 (0.2223)  loss_bbox_aux_4: 0.2176 (0.2227)  loss_bbox_aux_5: 0.2904 (0.3129)  loss_bbox_dn_0: 0.3760 (0.4279)  loss_bbox_dn_1: 0.3082 (0.3531)  loss_bbox_dn_2: 0.2875 (0.3333)  loss_bbox_dn_3: 0.2839 (0.3275)  loss_bbox_dn_4: 0.2846 (0.3266)  loss_bbox_dn_5: 0.2845 (0.3265)  loss_giou: 0.6230 (0.6150)  loss_giou_aux_0: 0.6533 (0.6545)  loss_giou_aux_1: 0.6342 (0.6264)  loss_giou_aux_2: 0.6275 (0.6188)  loss_giou_aux_3: 0.6222 (0.6160)  loss_giou_aux_4: 0.6227 (0.6151)  loss_giou_aux_5: 0.7497 (0.7737)  loss_giou_dn_0: 0.8249 (0.8055)  loss_giou_dn_1: 0.7136 (0.6916)  loss_giou_dn_2: 0.6895 (0.6629)  loss_giou_dn_3: 0.6795 (0.6539)  loss_giou_dn_4: 0.6783 (0.6519)  loss_giou_dn_5: 0.6788 (0.6520)  loss_vfl: 0.8211 (0.8307)  loss_vfl_aux_0: 0.9342 (0.9737)  loss_vfl_aux_1: 0.9170 (0.9425)  loss_vfl_aux_2: 0.8729 (0.8814)  loss_vfl_aux_3: 0.8396 (0.8449)  loss_vfl_aux_4: 0.8311 (0.8327)  loss_vfl_aux_5: 0.8905 (0.9593)  loss_vfl_dn_0: 0.4925 (0.4980)  loss_vfl_dn_1: 0.4651 (0.4761)  loss_vfl_dn_2: 0.4517 (0.4621)  loss_vfl_dn_3: 0.4448 (0.4551)  loss_vfl_dn_4: 0.4429 (0.4549)  loss_vfl_dn_5: 0.4518 (0.4573)  time: 0.4857  data: 0.0184  max mem: 5652
Epoch: [2]  [3600/7393]  eta: 0:31:00  lr: 0.000010  loss: 21.1526 (21.4613)  loss_bbox: 0.2037 (0.2227)  loss_bbox_aux_0: 0.2316 (0.2413)  loss_bbox_aux_1: 0.2070 (0.2262)  loss_bbox_aux_2: 0.2073 (0.2230)  loss_bbox_aux_3: 0.2026 (0.2222)  loss_bbox_aux_4: 0.2011 (0.2225)  loss_bbox_aux_5: 0.3012 (0.3127)  loss_bbox_dn_0: 0.3807 (0.4272)  loss_bbox_dn_1: 0.3179 (0.3524)  loss_bbox_dn_2: 0.2992 (0.3327)  loss_bbox_dn_3: 0.2926 (0.3268)  loss_bbox_dn_4: 0.2925 (0.3259)  loss_bbox_dn_5: 0.2925 (0.3259)  loss_giou: 0.6254 (0.6150)  loss_giou_aux_0: 0.6625 (0.6546)  loss_giou_aux_1: 0.6368 (0.6264)  loss_giou_aux_2: 0.6292 (0.6189)  loss_giou_aux_3: 0.6230 (0.6161)  loss_giou_aux_4: 0.6286 (0.6152)  loss_giou_aux_5: 0.7729 (0.7737)  loss_giou_dn_0: 0.8057 (0.8053)  loss_giou_dn_1: 0.6999 (0.6915)  loss_giou_dn_2: 0.6620 (0.6628)  loss_giou_dn_3: 0.6549 (0.6539)  loss_giou_dn_4: 0.6528 (0.6518)  loss_giou_dn_5: 0.6528 (0.6519)  loss_vfl: 0.7870 (0.8301)  loss_vfl_aux_0: 0.9135 (0.9732)  loss_vfl_aux_1: 0.8841 (0.9417)  loss_vfl_aux_2: 0.8377 (0.8806)  loss_vfl_aux_3: 0.8080 (0.8442)  loss_vfl_aux_4: 0.7911 (0.8320)  loss_vfl_aux_5: 0.8938 (0.9586)  loss_vfl_dn_0: 0.4893 (0.4979)  loss_vfl_dn_1: 0.4718 (0.4759)  loss_vfl_dn_2: 0.4547 (0.4619)  loss_vfl_dn_3: 0.4430 (0.4549)  loss_vfl_dn_4: 0.4486 (0.4547)  loss_vfl_dn_5: 0.4503 (0.4570)  time: 0.4720  data: 0.0178  max mem: 5652
Epoch: [2]  [3700/7393]  eta: 0:30:10  lr: 0.000010  loss: 20.8909 (21.4560)  loss_bbox: 0.2017 (0.2227)  loss_bbox_aux_0: 0.2263 (0.2413)  loss_bbox_aux_1: 0.2102 (0.2262)  loss_bbox_aux_2: 0.2149 (0.2230)  loss_bbox_aux_3: 0.1987 (0.2221)  loss_bbox_aux_4: 0.2015 (0.2225)  loss_bbox_aux_5: 0.2969 (0.3128)  loss_bbox_dn_0: 0.3910 (0.4269)  loss_bbox_dn_1: 0.3061 (0.3521)  loss_bbox_dn_2: 0.2830 (0.3324)  loss_bbox_dn_3: 0.2801 (0.3266)  loss_bbox_dn_4: 0.2794 (0.3256)  loss_bbox_dn_5: 0.2793 (0.3256)  loss_giou: 0.6628 (0.6155)  loss_giou_aux_0: 0.6990 (0.6551)  loss_giou_aux_1: 0.6725 (0.6269)  loss_giou_aux_2: 0.6741 (0.6193)  loss_giou_aux_3: 0.6659 (0.6165)  loss_giou_aux_4: 0.6620 (0.6156)  loss_giou_aux_5: 0.8230 (0.7741)  loss_giou_dn_0: 0.8157 (0.8053)  loss_giou_dn_1: 0.7159 (0.6915)  loss_giou_dn_2: 0.6830 (0.6629)  loss_giou_dn_3: 0.6717 (0.6539)  loss_giou_dn_4: 0.6718 (0.6518)  loss_giou_dn_5: 0.6723 (0.6520)  loss_vfl: 0.7737 (0.8292)  loss_vfl_aux_0: 0.9246 (0.9722)  loss_vfl_aux_1: 0.8895 (0.9409)  loss_vfl_aux_2: 0.7943 (0.8798)  loss_vfl_aux_3: 0.7695 (0.8433)  loss_vfl_aux_4: 0.7742 (0.8312)  loss_vfl_aux_5: 0.8905 (0.9577)  loss_vfl_dn_0: 0.4854 (0.4978)  loss_vfl_dn_1: 0.4610 (0.4758)  loss_vfl_dn_2: 0.4495 (0.4618)  loss_vfl_dn_3: 0.4418 (0.4548)  loss_vfl_dn_4: 0.4447 (0.4546)  loss_vfl_dn_5: 0.4471 (0.4569)  time: 0.4782  data: 0.0181  max mem: 5652
Epoch: [2]  [3800/7393]  eta: 0:29:20  lr: 0.000010  loss: 21.0755 (21.4580)  loss_bbox: 0.2012 (0.2228)  loss_bbox_aux_0: 0.2352 (0.2415)  loss_bbox_aux_1: 0.2101 (0.2264)  loss_bbox_aux_2: 0.2095 (0.2232)  loss_bbox_aux_3: 0.2078 (0.2223)  loss_bbox_aux_4: 0.2012 (0.2226)  loss_bbox_aux_5: 0.2937 (0.3129)  loss_bbox_dn_0: 0.4318 (0.4270)  loss_bbox_dn_1: 0.3584 (0.3523)  loss_bbox_dn_2: 0.3306 (0.3326)  loss_bbox_dn_3: 0.3245 (0.3267)  loss_bbox_dn_4: 0.3207 (0.3258)  loss_bbox_dn_5: 0.3207 (0.3258)  loss_giou: 0.5979 (0.6155)  loss_giou_aux_0: 0.6634 (0.6552)  loss_giou_aux_1: 0.6303 (0.6269)  loss_giou_aux_2: 0.6031 (0.6194)  loss_giou_aux_3: 0.6002 (0.6165)  loss_giou_aux_4: 0.6043 (0.6156)  loss_giou_aux_5: 0.7725 (0.7742)  loss_giou_dn_0: 0.7959 (0.8052)  loss_giou_dn_1: 0.6777 (0.6915)  loss_giou_dn_2: 0.6498 (0.6628)  loss_giou_dn_3: 0.6449 (0.6539)  loss_giou_dn_4: 0.6426 (0.6518)  loss_giou_dn_5: 0.6420 (0.6519)  loss_vfl: 0.8327 (0.8294)  loss_vfl_aux_0: 0.9499 (0.9721)  loss_vfl_aux_1: 0.9382 (0.9408)  loss_vfl_aux_2: 0.8671 (0.8798)  loss_vfl_aux_3: 0.8409 (0.8435)  loss_vfl_aux_4: 0.8201 (0.8314)  loss_vfl_aux_5: 0.9637 (0.9572)  loss_vfl_dn_0: 0.4981 (0.4978)  loss_vfl_dn_1: 0.4713 (0.4758)  loss_vfl_dn_2: 0.4541 (0.4618)  loss_vfl_dn_3: 0.4474 (0.4548)  loss_vfl_dn_4: 0.4477 (0.4545)  loss_vfl_dn_5: 0.4508 (0.4569)  time: 0.4785  data: 0.0180  max mem: 5652
Epoch: [2]  [3900/7393]  eta: 0:28:29  lr: 0.000010  loss: 21.1034 (21.4512)  loss_bbox: 0.1893 (0.2227)  loss_bbox_aux_0: 0.2136 (0.2415)  loss_bbox_aux_1: 0.2080 (0.2263)  loss_bbox_aux_2: 0.1980 (0.2231)  loss_bbox_aux_3: 0.1880 (0.2222)  loss_bbox_aux_4: 0.1888 (0.2225)  loss_bbox_aux_5: 0.3174 (0.3130)  loss_bbox_dn_0: 0.4166 (0.4272)  loss_bbox_dn_1: 0.3348 (0.3524)  loss_bbox_dn_2: 0.3105 (0.3327)  loss_bbox_dn_3: 0.3034 (0.3268)  loss_bbox_dn_4: 0.3019 (0.3259)  loss_bbox_dn_5: 0.3017 (0.3259)  loss_giou: 0.5626 (0.6147)  loss_giou_aux_0: 0.6143 (0.6545)  loss_giou_aux_1: 0.5776 (0.6262)  loss_giou_aux_2: 0.5732 (0.6187)  loss_giou_aux_3: 0.5753 (0.6158)  loss_giou_aux_4: 0.5644 (0.6148)  loss_giou_aux_5: 0.7611 (0.7736)  loss_giou_dn_0: 0.7786 (0.8046)  loss_giou_dn_1: 0.6440 (0.6908)  loss_giou_dn_2: 0.6121 (0.6622)  loss_giou_dn_3: 0.6026 (0.6532)  loss_giou_dn_4: 0.6024 (0.6511)  loss_giou_dn_5: 0.6024 (0.6513)  loss_vfl: 0.8306 (0.8297)  loss_vfl_aux_0: 0.9608 (0.9725)  loss_vfl_aux_1: 0.9228 (0.9410)  loss_vfl_aux_2: 0.8568 (0.8799)  loss_vfl_aux_3: 0.8304 (0.8437)  loss_vfl_aux_4: 0.8275 (0.8317)  loss_vfl_aux_5: 0.9799 (0.9577)  loss_vfl_dn_0: 0.4997 (0.4979)  loss_vfl_dn_1: 0.4681 (0.4758)  loss_vfl_dn_2: 0.4537 (0.4617)  loss_vfl_dn_3: 0.4481 (0.4547)  loss_vfl_dn_4: 0.4493 (0.4545)  loss_vfl_dn_5: 0.4498 (0.4568)  time: 0.4728  data: 0.0182  max mem: 5652
Epoch: [2]  [4000/7393]  eta: 0:27:39  lr: 0.000010  loss: 21.2497 (21.4428)  loss_bbox: 0.2046 (0.2225)  loss_bbox_aux_0: 0.2232 (0.2412)  loss_bbox_aux_1: 0.2190 (0.2260)  loss_bbox_aux_2: 0.2104 (0.2229)  loss_bbox_aux_3: 0.2116 (0.2220)  loss_bbox_aux_4: 0.2086 (0.2222)  loss_bbox_aux_5: 0.3082 (0.3128)  loss_bbox_dn_0: 0.4000 (0.4271)  loss_bbox_dn_1: 0.3297 (0.3523)  loss_bbox_dn_2: 0.2975 (0.3326)  loss_bbox_dn_3: 0.2960 (0.3267)  loss_bbox_dn_4: 0.2962 (0.3258)  loss_bbox_dn_5: 0.2964 (0.3257)  loss_giou: 0.5818 (0.6140)  loss_giou_aux_0: 0.6264 (0.6537)  loss_giou_aux_1: 0.5763 (0.6254)  loss_giou_aux_2: 0.5926 (0.6180)  loss_giou_aux_3: 0.5902 (0.6150)  loss_giou_aux_4: 0.5823 (0.6141)  loss_giou_aux_5: 0.7248 (0.7729)  loss_giou_dn_0: 0.7697 (0.8042)  loss_giou_dn_1: 0.6568 (0.6904)  loss_giou_dn_2: 0.6225 (0.6617)  loss_giou_dn_3: 0.6114 (0.6528)  loss_giou_dn_4: 0.6090 (0.6507)  loss_giou_dn_5: 0.6090 (0.6508)  loss_vfl: 0.8308 (0.8299)  loss_vfl_aux_0: 0.9833 (0.9729)  loss_vfl_aux_1: 0.9300 (0.9414)  loss_vfl_aux_2: 0.9024 (0.8801)  loss_vfl_aux_3: 0.8447 (0.8438)  loss_vfl_aux_4: 0.8430 (0.8319)  loss_vfl_aux_5: 0.9438 (0.9578)  loss_vfl_dn_0: 0.5045 (0.4980)  loss_vfl_dn_1: 0.4756 (0.4758)  loss_vfl_dn_2: 0.4640 (0.4617)  loss_vfl_dn_3: 0.4565 (0.4548)  loss_vfl_dn_4: 0.4559 (0.4545)  loss_vfl_dn_5: 0.4577 (0.4568)  time: 0.4830  data: 0.0180  max mem: 5652
Epoch: [2]  [4100/7393]  eta: 0:26:49  lr: 0.000010  loss: 21.2247 (21.4374)  loss_bbox: 0.2032 (0.2226)  loss_bbox_aux_0: 0.2341 (0.2412)  loss_bbox_aux_1: 0.2114 (0.2261)  loss_bbox_aux_2: 0.2113 (0.2230)  loss_bbox_aux_3: 0.2115 (0.2221)  loss_bbox_aux_4: 0.2034 (0.2223)  loss_bbox_aux_5: 0.2898 (0.3129)  loss_bbox_dn_0: 0.4138 (0.4271)  loss_bbox_dn_1: 0.3246 (0.3524)  loss_bbox_dn_2: 0.2990 (0.3327)  loss_bbox_dn_3: 0.2896 (0.3268)  loss_bbox_dn_4: 0.2900 (0.3259)  loss_bbox_dn_5: 0.2900 (0.3259)  loss_giou: 0.5804 (0.6138)  loss_giou_aux_0: 0.6141 (0.6534)  loss_giou_aux_1: 0.5893 (0.6251)  loss_giou_aux_2: 0.5840 (0.6178)  loss_giou_aux_3: 0.5792 (0.6148)  loss_giou_aux_4: 0.5812 (0.6139)  loss_giou_aux_5: 0.7513 (0.7725)  loss_giou_dn_0: 0.7892 (0.8038)  loss_giou_dn_1: 0.6686 (0.6901)  loss_giou_dn_2: 0.6385 (0.6614)  loss_giou_dn_3: 0.6347 (0.6525)  loss_giou_dn_4: 0.6321 (0.6504)  loss_giou_dn_5: 0.6319 (0.6506)  loss_vfl: 0.8261 (0.8295)  loss_vfl_aux_0: 0.9409 (0.9726)  loss_vfl_aux_1: 0.9219 (0.9411)  loss_vfl_aux_2: 0.8691 (0.8796)  loss_vfl_aux_3: 0.8211 (0.8434)  loss_vfl_aux_4: 0.8306 (0.8316)  loss_vfl_aux_5: 0.9286 (0.9576)  loss_vfl_dn_0: 0.4991 (0.4980)  loss_vfl_dn_1: 0.4703 (0.4757)  loss_vfl_dn_2: 0.4534 (0.4616)  loss_vfl_dn_3: 0.4482 (0.4546)  loss_vfl_dn_4: 0.4501 (0.4543)  loss_vfl_dn_5: 0.4536 (0.4567)  time: 0.4620  data: 0.0177  max mem: 5652
Epoch: [2]  [4200/7393]  eta: 0:25:59  lr: 0.000010  loss: 20.8967 (21.4298)  loss_bbox: 0.2235 (0.2223)  loss_bbox_aux_0: 0.2487 (0.2411)  loss_bbox_aux_1: 0.2388 (0.2259)  loss_bbox_aux_2: 0.2230 (0.2228)  loss_bbox_aux_3: 0.2232 (0.2219)  loss_bbox_aux_4: 0.2243 (0.2221)  loss_bbox_aux_5: 0.3231 (0.3127)  loss_bbox_dn_0: 0.4005 (0.4265)  loss_bbox_dn_1: 0.3373 (0.3519)  loss_bbox_dn_2: 0.3211 (0.3321)  loss_bbox_dn_3: 0.3183 (0.3263)  loss_bbox_dn_4: 0.3190 (0.3254)  loss_bbox_dn_5: 0.3192 (0.3253)  loss_giou: 0.5901 (0.6138)  loss_giou_aux_0: 0.6124 (0.6534)  loss_giou_aux_1: 0.5835 (0.6251)  loss_giou_aux_2: 0.5937 (0.6178)  loss_giou_aux_3: 0.5914 (0.6148)  loss_giou_aux_4: 0.5970 (0.6139)  loss_giou_aux_5: 0.7538 (0.7725)  loss_giou_dn_0: 0.7759 (0.8035)  loss_giou_dn_1: 0.6618 (0.6898)  loss_giou_dn_2: 0.6251 (0.6612)  loss_giou_dn_3: 0.6173 (0.6523)  loss_giou_dn_4: 0.6156 (0.6502)  loss_giou_dn_5: 0.6161 (0.6504)  loss_vfl: 0.8227 (0.8294)  loss_vfl_aux_0: 0.9875 (0.9724)  loss_vfl_aux_1: 0.9278 (0.9409)  loss_vfl_aux_2: 0.8818 (0.8794)  loss_vfl_aux_3: 0.8676 (0.8433)  loss_vfl_aux_4: 0.8373 (0.8315)  loss_vfl_aux_5: 0.9668 (0.9573)  loss_vfl_dn_0: 0.5015 (0.4980)  loss_vfl_dn_1: 0.4790 (0.4756)  loss_vfl_dn_2: 0.4615 (0.4616)  loss_vfl_dn_3: 0.4508 (0.4546)  loss_vfl_dn_4: 0.4496 (0.4543)  loss_vfl_dn_5: 0.4518 (0.4565)  time: 0.4807  data: 0.0173  max mem: 5652
Epoch: [2]  [4300/7393]  eta: 0:25:10  lr: 0.000010  loss: 20.7887 (21.4267)  loss_bbox: 0.2074 (0.2224)  loss_bbox_aux_0: 0.2354 (0.2413)  loss_bbox_aux_1: 0.2235 (0.2260)  loss_bbox_aux_2: 0.2114 (0.2229)  loss_bbox_aux_3: 0.2117 (0.2220)  loss_bbox_aux_4: 0.2112 (0.2222)  loss_bbox_aux_5: 0.3088 (0.3130)  loss_bbox_dn_0: 0.3947 (0.4269)  loss_bbox_dn_1: 0.3237 (0.3522)  loss_bbox_dn_2: 0.3099 (0.3325)  loss_bbox_dn_3: 0.3068 (0.3266)  loss_bbox_dn_4: 0.3058 (0.3257)  loss_bbox_dn_5: 0.3056 (0.3257)  loss_giou: 0.5763 (0.6130)  loss_giou_aux_0: 0.6381 (0.6527)  loss_giou_aux_1: 0.6018 (0.6244)  loss_giou_aux_2: 0.5867 (0.6171)  loss_giou_aux_3: 0.5749 (0.6141)  loss_giou_aux_4: 0.5774 (0.6131)  loss_giou_aux_5: 0.7518 (0.7719)  loss_giou_dn_0: 0.7820 (0.8031)  loss_giou_dn_1: 0.6655 (0.6893)  loss_giou_dn_2: 0.6412 (0.6607)  loss_giou_dn_3: 0.6358 (0.6518)  loss_giou_dn_4: 0.6338 (0.6497)  loss_giou_dn_5: 0.6340 (0.6498)  loss_vfl: 0.8477 (0.8297)  loss_vfl_aux_0: 0.9901 (0.9727)  loss_vfl_aux_1: 0.9465 (0.9411)  loss_vfl_aux_2: 0.8731 (0.8797)  loss_vfl_aux_3: 0.8636 (0.8437)  loss_vfl_aux_4: 0.8491 (0.8318)  loss_vfl_aux_5: 0.9624 (0.9575)  loss_vfl_dn_0: 0.5056 (0.4981)  loss_vfl_dn_1: 0.4714 (0.4756)  loss_vfl_dn_2: 0.4565 (0.4616)  loss_vfl_dn_3: 0.4490 (0.4545)  loss_vfl_dn_4: 0.4470 (0.4542)  loss_vfl_dn_5: 0.4489 (0.4565)  time: 0.4808  data: 0.0180  max mem: 5652
Epoch: [2]  [4400/7393]  eta: 0:24:20  lr: 0.000010  loss: 21.1264 (21.4176)  loss_bbox: 0.1974 (0.2222)  loss_bbox_aux_0: 0.2223 (0.2411)  loss_bbox_aux_1: 0.1991 (0.2258)  loss_bbox_aux_2: 0.1982 (0.2227)  loss_bbox_aux_3: 0.1974 (0.2217)  loss_bbox_aux_4: 0.1963 (0.2219)  loss_bbox_aux_5: 0.2823 (0.3126)  loss_bbox_dn_0: 0.3834 (0.4264)  loss_bbox_dn_1: 0.3234 (0.3517)  loss_bbox_dn_2: 0.3063 (0.3320)  loss_bbox_dn_3: 0.3054 (0.3262)  loss_bbox_dn_4: 0.3057 (0.3252)  loss_bbox_dn_5: 0.3056 (0.3252)  loss_giou: 0.6154 (0.6130)  loss_giou_aux_0: 0.6632 (0.6528)  loss_giou_aux_1: 0.6447 (0.6245)  loss_giou_aux_2: 0.6174 (0.6171)  loss_giou_aux_3: 0.6183 (0.6141)  loss_giou_aux_4: 0.6158 (0.6132)  loss_giou_aux_5: 0.7610 (0.7718)  loss_giou_dn_0: 0.7967 (0.8027)  loss_giou_dn_1: 0.7045 (0.6890)  loss_giou_dn_2: 0.6826 (0.6604)  loss_giou_dn_3: 0.6764 (0.6515)  loss_giou_dn_4: 0.6738 (0.6495)  loss_giou_dn_5: 0.6737 (0.6496)  loss_vfl: 0.8118 (0.8294)  loss_vfl_aux_0: 0.9674 (0.9723)  loss_vfl_aux_1: 0.9171 (0.9405)  loss_vfl_aux_2: 0.8631 (0.8792)  loss_vfl_aux_3: 0.8028 (0.8433)  loss_vfl_aux_4: 0.8108 (0.8315)  loss_vfl_aux_5: 0.9638 (0.9574)  loss_vfl_dn_0: 0.4921 (0.4981)  loss_vfl_dn_1: 0.4645 (0.4756)  loss_vfl_dn_2: 0.4515 (0.4615)  loss_vfl_dn_3: 0.4442 (0.4545)  loss_vfl_dn_4: 0.4457 (0.4541)  loss_vfl_dn_5: 0.4471 (0.4564)  time: 0.4591  data: 0.0178  max mem: 5652
Epoch: [2]  [4500/7393]  eta: 0:23:30  lr: 0.000010  loss: 21.0578 (21.4126)  loss_bbox: 0.2005 (0.2221)  loss_bbox_aux_0: 0.2332 (0.2410)  loss_bbox_aux_1: 0.1985 (0.2257)  loss_bbox_aux_2: 0.2012 (0.2226)  loss_bbox_aux_3: 0.2032 (0.2216)  loss_bbox_aux_4: 0.1974 (0.2218)  loss_bbox_aux_5: 0.2872 (0.3125)  loss_bbox_dn_0: 0.4035 (0.4264)  loss_bbox_dn_1: 0.3367 (0.3517)  loss_bbox_dn_2: 0.3046 (0.3320)  loss_bbox_dn_3: 0.2957 (0.3262)  loss_bbox_dn_4: 0.2947 (0.3253)  loss_bbox_dn_5: 0.2949 (0.3253)  loss_giou: 0.6236 (0.6127)  loss_giou_aux_0: 0.6550 (0.6524)  loss_giou_aux_1: 0.6289 (0.6242)  loss_giou_aux_2: 0.6223 (0.6168)  loss_giou_aux_3: 0.6249 (0.6137)  loss_giou_aux_4: 0.6209 (0.6128)  loss_giou_aux_5: 0.7640 (0.7714)  loss_giou_dn_0: 0.7841 (0.8024)  loss_giou_dn_1: 0.6675 (0.6887)  loss_giou_dn_2: 0.6431 (0.6601)  loss_giou_dn_3: 0.6351 (0.6513)  loss_giou_dn_4: 0.6313 (0.6492)  loss_giou_dn_5: 0.6316 (0.6494)  loss_vfl: 0.8113 (0.8294)  loss_vfl_aux_0: 0.9639 (0.9724)  loss_vfl_aux_1: 0.9250 (0.9406)  loss_vfl_aux_2: 0.8449 (0.8790)  loss_vfl_aux_3: 0.8300 (0.8433)  loss_vfl_aux_4: 0.8124 (0.8315)  loss_vfl_aux_5: 0.9922 (0.9574)  loss_vfl_dn_0: 0.5024 (0.4981)  loss_vfl_dn_1: 0.4705 (0.4755)  loss_vfl_dn_2: 0.4539 (0.4614)  loss_vfl_dn_3: 0.4527 (0.4544)  loss_vfl_dn_4: 0.4505 (0.4541)  loss_vfl_dn_5: 0.4520 (0.4563)  time: 0.4746  data: 0.0182  max mem: 5652
Epoch: [2]  [4600/7393]  eta: 0:22:41  lr: 0.000010  loss: 21.2281 (21.4073)  loss_bbox: 0.2113 (0.2220)  loss_bbox_aux_0: 0.2293 (0.2409)  loss_bbox_aux_1: 0.2152 (0.2255)  loss_bbox_aux_2: 0.2137 (0.2225)  loss_bbox_aux_3: 0.2108 (0.2215)  loss_bbox_aux_4: 0.2113 (0.2217)  loss_bbox_aux_5: 0.2867 (0.3123)  loss_bbox_dn_0: 0.4092 (0.4265)  loss_bbox_dn_1: 0.3475 (0.3517)  loss_bbox_dn_2: 0.3325 (0.3320)  loss_bbox_dn_3: 0.3273 (0.3262)  loss_bbox_dn_4: 0.3262 (0.3252)  loss_bbox_dn_5: 0.3268 (0.3252)  loss_giou: 0.5962 (0.6122)  loss_giou_aux_0: 0.6453 (0.6520)  loss_giou_aux_1: 0.6120 (0.6237)  loss_giou_aux_2: 0.5990 (0.6163)  loss_giou_aux_3: 0.5995 (0.6133)  loss_giou_aux_4: 0.5979 (0.6124)  loss_giou_aux_5: 0.7735 (0.7709)  loss_giou_dn_0: 0.8073 (0.8020)  loss_giou_dn_1: 0.6817 (0.6883)  loss_giou_dn_2: 0.6596 (0.6597)  loss_giou_dn_3: 0.6553 (0.6509)  loss_giou_dn_4: 0.6529 (0.6488)  loss_giou_dn_5: 0.6530 (0.6490)  loss_vfl: 0.8161 (0.8296)  loss_vfl_aux_0: 0.9732 (0.9727)  loss_vfl_aux_1: 0.9100 (0.9407)  loss_vfl_aux_2: 0.8694 (0.8792)  loss_vfl_aux_3: 0.8454 (0.8435)  loss_vfl_aux_4: 0.8249 (0.8317)  loss_vfl_aux_5: 0.9174 (0.9576)  loss_vfl_dn_0: 0.4932 (0.4981)  loss_vfl_dn_1: 0.4753 (0.4755)  loss_vfl_dn_2: 0.4507 (0.4613)  loss_vfl_dn_3: 0.4494 (0.4543)  loss_vfl_dn_4: 0.4453 (0.4540)  loss_vfl_dn_5: 0.4524 (0.4562)  time: 0.4767  data: 0.0182  max mem: 5652
Epoch: [2]  [4700/7393]  eta: 0:21:51  lr: 0.000010  loss: 20.8200 (21.4003)  loss_bbox: 0.2324 (0.2220)  loss_bbox_aux_0: 0.2407 (0.2408)  loss_bbox_aux_1: 0.2300 (0.2255)  loss_bbox_aux_2: 0.2303 (0.2225)  loss_bbox_aux_3: 0.2292 (0.2215)  loss_bbox_aux_4: 0.2327 (0.2217)  loss_bbox_aux_5: 0.3020 (0.3122)  loss_bbox_dn_0: 0.4019 (0.4263)  loss_bbox_dn_1: 0.3285 (0.3515)  loss_bbox_dn_2: 0.3160 (0.3318)  loss_bbox_dn_3: 0.3093 (0.3259)  loss_bbox_dn_4: 0.3084 (0.3250)  loss_bbox_dn_5: 0.3084 (0.3250)  loss_giou: 0.6205 (0.6121)  loss_giou_aux_0: 0.6587 (0.6517)  loss_giou_aux_1: 0.6285 (0.6236)  loss_giou_aux_2: 0.6220 (0.6163)  loss_giou_aux_3: 0.6270 (0.6131)  loss_giou_aux_4: 0.6243 (0.6122)  loss_giou_aux_5: 0.7913 (0.7708)  loss_giou_dn_0: 0.7931 (0.8016)  loss_giou_dn_1: 0.6809 (0.6880)  loss_giou_dn_2: 0.6612 (0.6594)  loss_giou_dn_3: 0.6578 (0.6506)  loss_giou_dn_4: 0.6553 (0.6485)  loss_giou_dn_5: 0.6554 (0.6486)  loss_vfl: 0.7791 (0.8293)  loss_vfl_aux_0: 0.9260 (0.9726)  loss_vfl_aux_1: 0.8953 (0.9404)  loss_vfl_aux_2: 0.8290 (0.8787)  loss_vfl_aux_3: 0.7868 (0.8431)  loss_vfl_aux_4: 0.7797 (0.8314)  loss_vfl_aux_5: 0.9190 (0.9575)  loss_vfl_dn_0: 0.4980 (0.4982)  loss_vfl_dn_1: 0.4615 (0.4754)  loss_vfl_dn_2: 0.4463 (0.4612)  loss_vfl_dn_3: 0.4405 (0.4542)  loss_vfl_dn_4: 0.4420 (0.4539)  loss_vfl_dn_5: 0.4448 (0.4561)  time: 0.4814  data: 0.0181  max mem: 5652
Epoch: [2]  [4800/7393]  eta: 0:21:02  lr: 0.000010  loss: 21.6267 (21.3932)  loss_bbox: 0.2226 (0.2219)  loss_bbox_aux_0: 0.2371 (0.2408)  loss_bbox_aux_1: 0.2270 (0.2255)  loss_bbox_aux_2: 0.2148 (0.2225)  loss_bbox_aux_3: 0.2105 (0.2214)  loss_bbox_aux_4: 0.2113 (0.2217)  loss_bbox_aux_5: 0.3039 (0.3120)  loss_bbox_dn_0: 0.4176 (0.4261)  loss_bbox_dn_1: 0.3416 (0.3513)  loss_bbox_dn_2: 0.3278 (0.3316)  loss_bbox_dn_3: 0.3202 (0.3258)  loss_bbox_dn_4: 0.3183 (0.3249)  loss_bbox_dn_5: 0.3182 (0.3248)  loss_giou: 0.6322 (0.6116)  loss_giou_aux_0: 0.6651 (0.6512)  loss_giou_aux_1: 0.6339 (0.6231)  loss_giou_aux_2: 0.6377 (0.6158)  loss_giou_aux_3: 0.6275 (0.6127)  loss_giou_aux_4: 0.6339 (0.6118)  loss_giou_aux_5: 0.7767 (0.7703)  loss_giou_dn_0: 0.8116 (0.8013)  loss_giou_dn_1: 0.7078 (0.6876)  loss_giou_dn_2: 0.6814 (0.6591)  loss_giou_dn_3: 0.6720 (0.6503)  loss_giou_dn_4: 0.6707 (0.6482)  loss_giou_dn_5: 0.6709 (0.6483)  loss_vfl: 0.8426 (0.8293)  loss_vfl_aux_0: 0.9594 (0.9728)  loss_vfl_aux_1: 0.9264 (0.9403)  loss_vfl_aux_2: 0.8882 (0.8785)  loss_vfl_aux_3: 0.8526 (0.8431)  loss_vfl_aux_4: 0.8366 (0.8313)  loss_vfl_aux_5: 0.9099 (0.9577)  loss_vfl_dn_0: 0.4922 (0.4982)  loss_vfl_dn_1: 0.4695 (0.4753)  loss_vfl_dn_2: 0.4593 (0.4612)  loss_vfl_dn_3: 0.4560 (0.4542)  loss_vfl_dn_4: 0.4542 (0.4538)  loss_vfl_dn_5: 0.4559 (0.4561)  time: 0.4694  data: 0.0173  max mem: 5652
Epoch: [2]  [4900/7393]  eta: 0:20:13  lr: 0.000010  loss: 21.1445 (21.3878)  loss_bbox: 0.2131 (0.2220)  loss_bbox_aux_0: 0.2199 (0.2408)  loss_bbox_aux_1: 0.2248 (0.2255)  loss_bbox_aux_2: 0.2156 (0.2226)  loss_bbox_aux_3: 0.2174 (0.2215)  loss_bbox_aux_4: 0.2118 (0.2217)  loss_bbox_aux_5: 0.3072 (0.3120)  loss_bbox_dn_0: 0.4370 (0.4262)  loss_bbox_dn_1: 0.3486 (0.3514)  loss_bbox_dn_2: 0.3273 (0.3317)  loss_bbox_dn_3: 0.3259 (0.3258)  loss_bbox_dn_4: 0.3274 (0.3249)  loss_bbox_dn_5: 0.3276 (0.3249)  loss_giou: 0.5425 (0.6110)  loss_giou_aux_0: 0.5696 (0.6506)  loss_giou_aux_1: 0.5532 (0.6225)  loss_giou_aux_2: 0.5578 (0.6152)  loss_giou_aux_3: 0.5521 (0.6121)  loss_giou_aux_4: 0.5382 (0.6112)  loss_giou_aux_5: 0.6956 (0.7696)  loss_giou_dn_0: 0.7589 (0.8007)  loss_giou_dn_1: 0.6469 (0.6871)  loss_giou_dn_2: 0.6197 (0.6585)  loss_giou_dn_3: 0.6053 (0.6497)  loss_giou_dn_4: 0.6015 (0.6476)  loss_giou_dn_5: 0.6016 (0.6478)  loss_vfl: 0.8668 (0.8294)  loss_vfl_aux_0: 1.0291 (0.9731)  loss_vfl_aux_1: 0.9777 (0.9404)  loss_vfl_aux_2: 0.8989 (0.8785)  loss_vfl_aux_3: 0.8491 (0.8431)  loss_vfl_aux_4: 0.8749 (0.8314)  loss_vfl_aux_5: 1.0054 (0.9581)  loss_vfl_dn_0: 0.5045 (0.4983)  loss_vfl_dn_1: 0.4798 (0.4754)  loss_vfl_dn_2: 0.4611 (0.4612)  loss_vfl_dn_3: 0.4519 (0.4542)  loss_vfl_dn_4: 0.4510 (0.4538)  loss_vfl_dn_5: 0.4507 (0.4561)  time: 0.4836  data: 0.0178  max mem: 5652
Epoch: [2]  [5000/7393]  eta: 0:19:23  lr: 0.000010  loss: 21.0504 (21.3784)  loss_bbox: 0.2106 (0.2218)  loss_bbox_aux_0: 0.2212 (0.2406)  loss_bbox_aux_1: 0.2000 (0.2254)  loss_bbox_aux_2: 0.2006 (0.2224)  loss_bbox_aux_3: 0.1939 (0.2213)  loss_bbox_aux_4: 0.2057 (0.2215)  loss_bbox_aux_5: 0.2855 (0.3118)  loss_bbox_dn_0: 0.3972 (0.4259)  loss_bbox_dn_1: 0.3262 (0.3511)  loss_bbox_dn_2: 0.2971 (0.3314)  loss_bbox_dn_3: 0.2878 (0.3256)  loss_bbox_dn_4: 0.2866 (0.3247)  loss_bbox_dn_5: 0.2871 (0.3246)  loss_giou: 0.5831 (0.6109)  loss_giou_aux_0: 0.6056 (0.6504)  loss_giou_aux_1: 0.5919 (0.6222)  loss_giou_aux_2: 0.5738 (0.6150)  loss_giou_aux_3: 0.5807 (0.6119)  loss_giou_aux_4: 0.5770 (0.6110)  loss_giou_aux_5: 0.7825 (0.7694)  loss_giou_dn_0: 0.7701 (0.8005)  loss_giou_dn_1: 0.6620 (0.6868)  loss_giou_dn_2: 0.6345 (0.6583)  loss_giou_dn_3: 0.6224 (0.6495)  loss_giou_dn_4: 0.6177 (0.6474)  loss_giou_dn_5: 0.6182 (0.6476)  loss_vfl: 0.7885 (0.8289)  loss_vfl_aux_0: 0.9347 (0.9726)  loss_vfl_aux_1: 0.9098 (0.9399)  loss_vfl_aux_2: 0.8499 (0.8781)  loss_vfl_aux_3: 0.8131 (0.8427)  loss_vfl_aux_4: 0.7945 (0.8310)  loss_vfl_aux_5: 0.9532 (0.9578)  loss_vfl_dn_0: 0.4964 (0.4983)  loss_vfl_dn_1: 0.4690 (0.4753)  loss_vfl_dn_2: 0.4557 (0.4611)  loss_vfl_dn_3: 0.4511 (0.4541)  loss_vfl_dn_4: 0.4504 (0.4537)  loss_vfl_dn_5: 0.4504 (0.4559)  time: 0.4740  data: 0.0181  max mem: 5652
Epoch: [2]  [5100/7393]  eta: 0:18:34  lr: 0.000010  loss: 20.4741 (21.3693)  loss_bbox: 0.2085 (0.2217)  loss_bbox_aux_0: 0.2299 (0.2405)  loss_bbox_aux_1: 0.2095 (0.2253)  loss_bbox_aux_2: 0.2137 (0.2223)  loss_bbox_aux_3: 0.2122 (0.2212)  loss_bbox_aux_4: 0.2110 (0.2214)  loss_bbox_aux_5: 0.3049 (0.3118)  loss_bbox_dn_0: 0.4081 (0.4261)  loss_bbox_dn_1: 0.3329 (0.3512)  loss_bbox_dn_2: 0.3189 (0.3315)  loss_bbox_dn_3: 0.3111 (0.3256)  loss_bbox_dn_4: 0.3087 (0.3247)  loss_bbox_dn_5: 0.3086 (0.3247)  loss_giou: 0.5367 (0.6103)  loss_giou_aux_0: 0.5545 (0.6498)  loss_giou_aux_1: 0.5237 (0.6217)  loss_giou_aux_2: 0.5234 (0.6144)  loss_giou_aux_3: 0.5298 (0.6113)  loss_giou_aux_4: 0.5297 (0.6104)  loss_giou_aux_5: 0.6748 (0.7688)  loss_giou_dn_0: 0.7404 (0.7999)  loss_giou_dn_1: 0.6391 (0.6863)  loss_giou_dn_2: 0.6119 (0.6578)  loss_giou_dn_3: 0.6067 (0.6490)  loss_giou_dn_4: 0.6048 (0.6469)  loss_giou_dn_5: 0.6048 (0.6470)  loss_vfl: 0.8404 (0.8286)  loss_vfl_aux_0: 0.9929 (0.9725)  loss_vfl_aux_1: 0.9372 (0.9396)  loss_vfl_aux_2: 0.8989 (0.8779)  loss_vfl_aux_3: 0.8439 (0.8424)  loss_vfl_aux_4: 0.8295 (0.8307)  loss_vfl_aux_5: 0.9878 (0.9581)  loss_vfl_dn_0: 0.4983 (0.4983)  loss_vfl_dn_1: 0.4702 (0.4752)  loss_vfl_dn_2: 0.4538 (0.4610)  loss_vfl_dn_3: 0.4459 (0.4539)  loss_vfl_dn_4: 0.4437 (0.4535)  loss_vfl_dn_5: 0.4440 (0.4558)  time: 0.4787  data: 0.0179  max mem: 5652
Epoch: [2]  [5200/7393]  eta: 0:17:45  lr: 0.000010  loss: 21.1881 (21.3650)  loss_bbox: 0.2128 (0.2217)  loss_bbox_aux_0: 0.2341 (0.2405)  loss_bbox_aux_1: 0.2125 (0.2253)  loss_bbox_aux_2: 0.2054 (0.2223)  loss_bbox_aux_3: 0.2064 (0.2212)  loss_bbox_aux_4: 0.2170 (0.2214)  loss_bbox_aux_5: 0.2886 (0.3117)  loss_bbox_dn_0: 0.4195 (0.4260)  loss_bbox_dn_1: 0.3395 (0.3510)  loss_bbox_dn_2: 0.3097 (0.3313)  loss_bbox_dn_3: 0.3077 (0.3255)  loss_bbox_dn_4: 0.3078 (0.3246)  loss_bbox_dn_5: 0.3078 (0.3245)  loss_giou: 0.5820 (0.6100)  loss_giou_aux_0: 0.6300 (0.6496)  loss_giou_aux_1: 0.5925 (0.6214)  loss_giou_aux_2: 0.5810 (0.6141)  loss_giou_aux_3: 0.5842 (0.6111)  loss_giou_aux_4: 0.5784 (0.6102)  loss_giou_aux_5: 0.7153 (0.7685)  loss_giou_dn_0: 0.7755 (0.7996)  loss_giou_dn_1: 0.6613 (0.6860)  loss_giou_dn_2: 0.6296 (0.6575)  loss_giou_dn_3: 0.6190 (0.6487)  loss_giou_dn_4: 0.6168 (0.6467)  loss_giou_dn_5: 0.6168 (0.6468)  loss_vfl: 0.7872 (0.8288)  loss_vfl_aux_0: 0.9831 (0.9726)  loss_vfl_aux_1: 0.9290 (0.9397)  loss_vfl_aux_2: 0.8430 (0.8781)  loss_vfl_aux_3: 0.8388 (0.8425)  loss_vfl_aux_4: 0.8186 (0.8308)  loss_vfl_aux_5: 0.9488 (0.9582)  loss_vfl_dn_0: 0.4933 (0.4983)  loss_vfl_dn_1: 0.4707 (0.4751)  loss_vfl_dn_2: 0.4565 (0.4609)  loss_vfl_dn_3: 0.4520 (0.4538)  loss_vfl_dn_4: 0.4488 (0.4534)  loss_vfl_dn_5: 0.4515 (0.4556)  time: 0.4733  data: 0.0178  max mem: 5652
Epoch: [2]  [5300/7393]  eta: 0:16:56  lr: 0.000010  loss: 21.1861 (21.3583)  loss_bbox: 0.2163 (0.2217)  loss_bbox_aux_0: 0.2492 (0.2406)  loss_bbox_aux_1: 0.2130 (0.2253)  loss_bbox_aux_2: 0.2123 (0.2222)  loss_bbox_aux_3: 0.2076 (0.2211)  loss_bbox_aux_4: 0.2082 (0.2214)  loss_bbox_aux_5: 0.3052 (0.3116)  loss_bbox_dn_0: 0.4106 (0.4259)  loss_bbox_dn_1: 0.3373 (0.3509)  loss_bbox_dn_2: 0.3122 (0.3312)  loss_bbox_dn_3: 0.3070 (0.3254)  loss_bbox_dn_4: 0.3060 (0.3245)  loss_bbox_dn_5: 0.3060 (0.3245)  loss_giou: 0.5633 (0.6096)  loss_giou_aux_0: 0.6066 (0.6493)  loss_giou_aux_1: 0.5743 (0.6211)  loss_giou_aux_2: 0.5463 (0.6137)  loss_giou_aux_3: 0.5584 (0.6107)  loss_giou_aux_4: 0.5544 (0.6098)  loss_giou_aux_5: 0.7518 (0.7682)  loss_giou_dn_0: 0.7807 (0.7993)  loss_giou_dn_1: 0.6822 (0.6857)  loss_giou_dn_2: 0.6518 (0.6572)  loss_giou_dn_3: 0.6421 (0.6484)  loss_giou_dn_4: 0.6381 (0.6463)  loss_giou_dn_5: 0.6381 (0.6464)  loss_vfl: 0.8159 (0.8287)  loss_vfl_aux_0: 0.9184 (0.9722)  loss_vfl_aux_1: 0.9040 (0.9395)  loss_vfl_aux_2: 0.8472 (0.8780)  loss_vfl_aux_3: 0.8314 (0.8424)  loss_vfl_aux_4: 0.8124 (0.8308)  loss_vfl_aux_5: 0.8873 (0.9581)  loss_vfl_dn_0: 0.4948 (0.4983)  loss_vfl_dn_1: 0.4687 (0.4750)  loss_vfl_dn_2: 0.4524 (0.4608)  loss_vfl_dn_3: 0.4534 (0.4538)  loss_vfl_dn_4: 0.4531 (0.4534)  loss_vfl_dn_5: 0.4553 (0.4556)  time: 0.4771  data: 0.0180  max mem: 5652
Epoch: [2]  [5400/7393]  eta: 0:16:07  lr: 0.000010  loss: 20.8967 (21.3533)  loss_bbox: 0.2051 (0.2215)  loss_bbox_aux_0: 0.2163 (0.2404)  loss_bbox_aux_1: 0.2095 (0.2251)  loss_bbox_aux_2: 0.2050 (0.2221)  loss_bbox_aux_3: 0.2099 (0.2210)  loss_bbox_aux_4: 0.2078 (0.2213)  loss_bbox_aux_5: 0.2981 (0.3113)  loss_bbox_dn_0: 0.4156 (0.4255)  loss_bbox_dn_1: 0.3310 (0.3506)  loss_bbox_dn_2: 0.3056 (0.3309)  loss_bbox_dn_3: 0.3006 (0.3250)  loss_bbox_dn_4: 0.2993 (0.3241)  loss_bbox_dn_5: 0.2993 (0.3241)  loss_giou: 0.5911 (0.6098)  loss_giou_aux_0: 0.6338 (0.6495)  loss_giou_aux_1: 0.6139 (0.6213)  loss_giou_aux_2: 0.5978 (0.6140)  loss_giou_aux_3: 0.5943 (0.6109)  loss_giou_aux_4: 0.5969 (0.6100)  loss_giou_aux_5: 0.7380 (0.7683)  loss_giou_dn_0: 0.7934 (0.7992)  loss_giou_dn_1: 0.6764 (0.6857)  loss_giou_dn_2: 0.6472 (0.6572)  loss_giou_dn_3: 0.6385 (0.6484)  loss_giou_dn_4: 0.6359 (0.6464)  loss_giou_dn_5: 0.6370 (0.6465)  loss_vfl: 0.8144 (0.8285)  loss_vfl_aux_0: 0.9371 (0.9716)  loss_vfl_aux_1: 0.8912 (0.9390)  loss_vfl_aux_2: 0.8423 (0.8776)  loss_vfl_aux_3: 0.8238 (0.8420)  loss_vfl_aux_4: 0.8035 (0.8304)  loss_vfl_aux_5: 0.9702 (0.9577)  loss_vfl_dn_0: 0.5019 (0.4982)  loss_vfl_dn_1: 0.4773 (0.4749)  loss_vfl_dn_2: 0.4669 (0.4607)  loss_vfl_dn_3: 0.4616 (0.4537)  loss_vfl_dn_4: 0.4607 (0.4533)  loss_vfl_dn_5: 0.4676 (0.4555)  time: 0.4699  data: 0.0186  max mem: 5652
Epoch: [2]  [5500/7393]  eta: 0:15:19  lr: 0.000010  loss: 20.6377 (21.3461)  loss_bbox: 0.2174 (0.2215)  loss_bbox_aux_0: 0.2301 (0.2404)  loss_bbox_aux_1: 0.2042 (0.2251)  loss_bbox_aux_2: 0.2080 (0.2221)  loss_bbox_aux_3: 0.2133 (0.2210)  loss_bbox_aux_4: 0.2095 (0.2213)  loss_bbox_aux_5: 0.2706 (0.3111)  loss_bbox_dn_0: 0.3674 (0.4253)  loss_bbox_dn_1: 0.3102 (0.3504)  loss_bbox_dn_2: 0.2916 (0.3307)  loss_bbox_dn_3: 0.2817 (0.3249)  loss_bbox_dn_4: 0.2805 (0.3239)  loss_bbox_dn_5: 0.2806 (0.3239)  loss_giou: 0.6111 (0.6097)  loss_giou_aux_0: 0.6413 (0.6494)  loss_giou_aux_1: 0.6172 (0.6212)  loss_giou_aux_2: 0.6153 (0.6138)  loss_giou_aux_3: 0.6122 (0.6108)  loss_giou_aux_4: 0.6136 (0.6099)  loss_giou_aux_5: 0.7475 (0.7680)  loss_giou_dn_0: 0.7737 (0.7989)  loss_giou_dn_1: 0.6560 (0.6854)  loss_giou_dn_2: 0.6271 (0.6570)  loss_giou_dn_3: 0.6215 (0.6482)  loss_giou_dn_4: 0.6196 (0.6461)  loss_giou_dn_5: 0.6192 (0.6462)  loss_vfl: 0.7839 (0.8281)  loss_vfl_aux_0: 0.9227 (0.9713)  loss_vfl_aux_1: 0.8950 (0.9387)  loss_vfl_aux_2: 0.8491 (0.8772)  loss_vfl_aux_3: 0.7981 (0.8417)  loss_vfl_aux_4: 0.7766 (0.8301)  loss_vfl_aux_5: 0.9375 (0.9576)  loss_vfl_dn_0: 0.4979 (0.4982)  loss_vfl_dn_1: 0.4683 (0.4748)  loss_vfl_dn_2: 0.4521 (0.4606)  loss_vfl_dn_3: 0.4421 (0.4536)  loss_vfl_dn_4: 0.4453 (0.4531)  loss_vfl_dn_5: 0.4448 (0.4553)  time: 0.4780  data: 0.0179  max mem: 5652
Epoch: [2]  [5600/7393]  eta: 0:14:30  lr: 0.000010  loss: 20.7757 (21.3410)  loss_bbox: 0.2070 (0.2215)  loss_bbox_aux_0: 0.2182 (0.2403)  loss_bbox_aux_1: 0.2036 (0.2250)  loss_bbox_aux_2: 0.2004 (0.2221)  loss_bbox_aux_3: 0.2059 (0.2209)  loss_bbox_aux_4: 0.1974 (0.2212)  loss_bbox_aux_5: 0.2789 (0.3110)  loss_bbox_dn_0: 0.3644 (0.4250)  loss_bbox_dn_1: 0.3180 (0.3502)  loss_bbox_dn_2: 0.3055 (0.3305)  loss_bbox_dn_3: 0.3013 (0.3247)  loss_bbox_dn_4: 0.3019 (0.3238)  loss_bbox_dn_5: 0.3019 (0.3238)  loss_giou: 0.6200 (0.6097)  loss_giou_aux_0: 0.6327 (0.6493)  loss_giou_aux_1: 0.6364 (0.6211)  loss_giou_aux_2: 0.6331 (0.6138)  loss_giou_aux_3: 0.6238 (0.6107)  loss_giou_aux_4: 0.6230 (0.6098)  loss_giou_aux_5: 0.7473 (0.7679)  loss_giou_dn_0: 0.7772 (0.7988)  loss_giou_dn_1: 0.6760 (0.6853)  loss_giou_dn_2: 0.6484 (0.6569)  loss_giou_dn_3: 0.6423 (0.6481)  loss_giou_dn_4: 0.6435 (0.6460)  loss_giou_dn_5: 0.6437 (0.6462)  loss_vfl: 0.8087 (0.8277)  loss_vfl_aux_0: 0.9435 (0.9710)  loss_vfl_aux_1: 0.9162 (0.9383)  loss_vfl_aux_2: 0.8509 (0.8768)  loss_vfl_aux_3: 0.8447 (0.8414)  loss_vfl_aux_4: 0.8080 (0.8297)  loss_vfl_aux_5: 0.9809 (0.9573)  loss_vfl_dn_0: 0.4914 (0.4981)  loss_vfl_dn_1: 0.4644 (0.4747)  loss_vfl_dn_2: 0.4509 (0.4605)  loss_vfl_dn_3: 0.4460 (0.4534)  loss_vfl_dn_4: 0.4493 (0.4530)  loss_vfl_dn_5: 0.4486 (0.4552)  time: 0.5005  data: 0.0173  max mem: 5652
Epoch: [2]  [5700/7393]  eta: 0:13:41  lr: 0.000010  loss: 20.8609 (21.3359)  loss_bbox: 0.2083 (0.2214)  loss_bbox_aux_0: 0.2333 (0.2403)  loss_bbox_aux_1: 0.2075 (0.2250)  loss_bbox_aux_2: 0.2112 (0.2220)  loss_bbox_aux_3: 0.2098 (0.2209)  loss_bbox_aux_4: 0.2127 (0.2212)  loss_bbox_aux_5: 0.2899 (0.3110)  loss_bbox_dn_0: 0.3940 (0.4247)  loss_bbox_dn_1: 0.3322 (0.3499)  loss_bbox_dn_2: 0.3208 (0.3303)  loss_bbox_dn_3: 0.3173 (0.3244)  loss_bbox_dn_4: 0.3159 (0.3235)  loss_bbox_dn_5: 0.3158 (0.3235)  loss_giou: 0.5736 (0.6097)  loss_giou_aux_0: 0.6038 (0.6494)  loss_giou_aux_1: 0.5795 (0.6212)  loss_giou_aux_2: 0.5692 (0.6138)  loss_giou_aux_3: 0.5764 (0.6108)  loss_giou_aux_4: 0.5735 (0.6099)  loss_giou_aux_5: 0.7421 (0.7679)  loss_giou_dn_0: 0.7849 (0.7986)  loss_giou_dn_1: 0.6827 (0.6851)  loss_giou_dn_2: 0.6447 (0.6568)  loss_giou_dn_3: 0.6336 (0.6480)  loss_giou_dn_4: 0.6312 (0.6459)  loss_giou_dn_5: 0.6312 (0.6461)  loss_vfl: 0.8265 (0.8274)  loss_vfl_aux_0: 0.9842 (0.9706)  loss_vfl_aux_1: 0.9535 (0.9381)  loss_vfl_aux_2: 0.8901 (0.8766)  loss_vfl_aux_3: 0.8465 (0.8411)  loss_vfl_aux_4: 0.8156 (0.8294)  loss_vfl_aux_5: 0.9804 (0.9570)  loss_vfl_dn_0: 0.4967 (0.4981)  loss_vfl_dn_1: 0.4738 (0.4746)  loss_vfl_dn_2: 0.4565 (0.4604)  loss_vfl_dn_3: 0.4522 (0.4533)  loss_vfl_dn_4: 0.4512 (0.4529)  loss_vfl_dn_5: 0.4516 (0.4551)  time: 0.4848  data: 0.0180  max mem: 5652
Epoch: [2]  [5800/7393]  eta: 0:12:52  lr: 0.000010  loss: 20.6637 (21.3261)  loss_bbox: 0.2084 (0.2213)  loss_bbox_aux_0: 0.2468 (0.2402)  loss_bbox_aux_1: 0.2187 (0.2248)  loss_bbox_aux_2: 0.2093 (0.2219)  loss_bbox_aux_3: 0.2098 (0.2207)  loss_bbox_aux_4: 0.2045 (0.2210)  loss_bbox_aux_5: 0.3038 (0.3107)  loss_bbox_dn_0: 0.4154 (0.4245)  loss_bbox_dn_1: 0.3479 (0.3497)  loss_bbox_dn_2: 0.3291 (0.3300)  loss_bbox_dn_3: 0.3215 (0.3242)  loss_bbox_dn_4: 0.3195 (0.3233)  loss_bbox_dn_5: 0.3190 (0.3233)  loss_giou: 0.5328 (0.6092)  loss_giou_aux_0: 0.5798 (0.6489)  loss_giou_aux_1: 0.5548 (0.6206)  loss_giou_aux_2: 0.5422 (0.6133)  loss_giou_aux_3: 0.5289 (0.6102)  loss_giou_aux_4: 0.5312 (0.6094)  loss_giou_aux_5: 0.6965 (0.7673)  loss_giou_dn_0: 0.7359 (0.7981)  loss_giou_dn_1: 0.6307 (0.6847)  loss_giou_dn_2: 0.5995 (0.6563)  loss_giou_dn_3: 0.5933 (0.6475)  loss_giou_dn_4: 0.5928 (0.6455)  loss_giou_dn_5: 0.5928 (0.6456)  loss_vfl: 0.7982 (0.8274)  loss_vfl_aux_0: 0.9533 (0.9704)  loss_vfl_aux_1: 0.9152 (0.9380)  loss_vfl_aux_2: 0.8650 (0.8765)  loss_vfl_aux_3: 0.8252 (0.8411)  loss_vfl_aux_4: 0.8150 (0.8294)  loss_vfl_aux_5: 0.9826 (0.9570)  loss_vfl_dn_0: 0.5051 (0.4982)  loss_vfl_dn_1: 0.4652 (0.4746)  loss_vfl_dn_2: 0.4483 (0.4603)  loss_vfl_dn_3: 0.4406 (0.4532)  loss_vfl_dn_4: 0.4394 (0.4528)  loss_vfl_dn_5: 0.4423 (0.4549)  time: 0.4900  data: 0.0186  max mem: 5652
Epoch: [2]  [5900/7393]  eta: 0:12:05  lr: 0.000010  loss: 20.5743 (21.3176)  loss_bbox: 0.2058 (0.2212)  loss_bbox_aux_0: 0.2281 (0.2400)  loss_bbox_aux_1: 0.2118 (0.2247)  loss_bbox_aux_2: 0.2113 (0.2217)  loss_bbox_aux_3: 0.2082 (0.2206)  loss_bbox_aux_4: 0.2060 (0.2209)  loss_bbox_aux_5: 0.2854 (0.3105)  loss_bbox_dn_0: 0.4115 (0.4243)  loss_bbox_dn_1: 0.3353 (0.3494)  loss_bbox_dn_2: 0.3145 (0.3298)  loss_bbox_dn_3: 0.3081 (0.3240)  loss_bbox_dn_4: 0.3075 (0.3231)  loss_bbox_dn_5: 0.3075 (0.3230)  loss_giou: 0.5904 (0.6090)  loss_giou_aux_0: 0.6317 (0.6487)  loss_giou_aux_1: 0.6202 (0.6204)  loss_giou_aux_2: 0.5911 (0.6131)  loss_giou_aux_3: 0.5912 (0.6100)  loss_giou_aux_4: 0.5944 (0.6092)  loss_giou_aux_5: 0.7378 (0.7669)  loss_giou_dn_0: 0.7709 (0.7978)  loss_giou_dn_1: 0.6744 (0.6844)  loss_giou_dn_2: 0.6422 (0.6560)  loss_giou_dn_3: 0.6362 (0.6472)  loss_giou_dn_4: 0.6353 (0.6452)  loss_giou_dn_5: 0.6350 (0.6453)  loss_vfl: 0.7740 (0.8271)  loss_vfl_aux_0: 0.8982 (0.9701)  loss_vfl_aux_1: 0.8882 (0.9376)  loss_vfl_aux_2: 0.8515 (0.8762)  loss_vfl_aux_3: 0.8038 (0.8408)  loss_vfl_aux_4: 0.7876 (0.8290)  loss_vfl_aux_5: 0.9017 (0.9569)  loss_vfl_dn_0: 0.4905 (0.4981)  loss_vfl_dn_1: 0.4673 (0.4745)  loss_vfl_dn_2: 0.4573 (0.4602)  loss_vfl_dn_3: 0.4453 (0.4532)  loss_vfl_dn_4: 0.4427 (0.4527)  loss_vfl_dn_5: 0.4429 (0.4549)  time: 0.4702  data: 0.0185  max mem: 5652
Epoch: [2]  [6000/7393]  eta: 0:11:17  lr: 0.000010  loss: 21.1433 (21.3152)  loss_bbox: 0.2339 (0.2212)  loss_bbox_aux_0: 0.2541 (0.2401)  loss_bbox_aux_1: 0.2405 (0.2248)  loss_bbox_aux_2: 0.2320 (0.2217)  loss_bbox_aux_3: 0.2357 (0.2206)  loss_bbox_aux_4: 0.2384 (0.2209)  loss_bbox_aux_5: 0.3128 (0.3104)  loss_bbox_dn_0: 0.4243 (0.4242)  loss_bbox_dn_1: 0.3284 (0.3495)  loss_bbox_dn_2: 0.3038 (0.3298)  loss_bbox_dn_3: 0.2989 (0.3240)  loss_bbox_dn_4: 0.2963 (0.3231)  loss_bbox_dn_5: 0.2967 (0.3231)  loss_giou: 0.6052 (0.6090)  loss_giou_aux_0: 0.6402 (0.6487)  loss_giou_aux_1: 0.6177 (0.6204)  loss_giou_aux_2: 0.6092 (0.6131)  loss_giou_aux_3: 0.6063 (0.6100)  loss_giou_aux_4: 0.6055 (0.6091)  loss_giou_aux_5: 0.7587 (0.7668)  loss_giou_dn_0: 0.7754 (0.7975)  loss_giou_dn_1: 0.6546 (0.6842)  loss_giou_dn_2: 0.6246 (0.6559)  loss_giou_dn_3: 0.6165 (0.6471)  loss_giou_dn_4: 0.6109 (0.6450)  loss_giou_dn_5: 0.6114 (0.6452)  loss_vfl: 0.8104 (0.8269)  loss_vfl_aux_0: 0.9441 (0.9700)  loss_vfl_aux_1: 0.9432 (0.9373)  loss_vfl_aux_2: 0.8716 (0.8760)  loss_vfl_aux_3: 0.8309 (0.8407)  loss_vfl_aux_4: 0.8199 (0.8289)  loss_vfl_aux_5: 0.9358 (0.9567)  loss_vfl_dn_0: 0.4960 (0.4981)  loss_vfl_dn_1: 0.4727 (0.4745)  loss_vfl_dn_2: 0.4605 (0.4602)  loss_vfl_dn_3: 0.4523 (0.4531)  loss_vfl_dn_4: 0.4538 (0.4527)  loss_vfl_dn_5: 0.4548 (0.4548)  time: 0.4808  data: 0.0179  max mem: 5652
Epoch: [2]  [6100/7393]  eta: 0:10:30  lr: 0.000010  loss: 20.3221 (21.3119)  loss_bbox: 0.2099 (0.2211)  loss_bbox_aux_0: 0.2211 (0.2400)  loss_bbox_aux_1: 0.2152 (0.2247)  loss_bbox_aux_2: 0.2068 (0.2217)  loss_bbox_aux_3: 0.2059 (0.2206)  loss_bbox_aux_4: 0.2090 (0.2209)  loss_bbox_aux_5: 0.2836 (0.3102)  loss_bbox_dn_0: 0.3927 (0.4241)  loss_bbox_dn_1: 0.3187 (0.3493)  loss_bbox_dn_2: 0.2982 (0.3297)  loss_bbox_dn_3: 0.2947 (0.3239)  loss_bbox_dn_4: 0.2940 (0.3230)  loss_bbox_dn_5: 0.2939 (0.3229)  loss_giou: 0.5801 (0.6089)  loss_giou_aux_0: 0.6206 (0.6486)  loss_giou_aux_1: 0.6002 (0.6204)  loss_giou_aux_2: 0.5841 (0.6131)  loss_giou_aux_3: 0.5767 (0.6100)  loss_giou_aux_4: 0.5815 (0.6091)  loss_giou_aux_5: 0.7266 (0.7667)  loss_giou_dn_0: 0.7513 (0.7973)  loss_giou_dn_1: 0.6256 (0.6840)  loss_giou_dn_2: 0.5930 (0.6557)  loss_giou_dn_3: 0.5825 (0.6469)  loss_giou_dn_4: 0.5811 (0.6449)  loss_giou_dn_5: 0.5821 (0.6450)  loss_vfl: 0.7923 (0.8269)  loss_vfl_aux_0: 0.9295 (0.9698)  loss_vfl_aux_1: 0.8756 (0.9372)  loss_vfl_aux_2: 0.8384 (0.8759)  loss_vfl_aux_3: 0.8037 (0.8406)  loss_vfl_aux_4: 0.8003 (0.8288)  loss_vfl_aux_5: 0.9197 (0.9565)  loss_vfl_dn_0: 0.5067 (0.4982)  loss_vfl_dn_1: 0.4760 (0.4745)  loss_vfl_dn_2: 0.4630 (0.4602)  loss_vfl_dn_3: 0.4564 (0.4531)  loss_vfl_dn_4: 0.4512 (0.4527)  loss_vfl_dn_5: 0.4532 (0.4548)  time: 0.4698  data: 0.0182  max mem: 5652
Epoch: [2]  [6200/7393]  eta: 0:09:41  lr: 0.000010  loss: 20.5965 (21.3075)  loss_bbox: 0.2170 (0.2211)  loss_bbox_aux_0: 0.2311 (0.2400)  loss_bbox_aux_1: 0.2161 (0.2246)  loss_bbox_aux_2: 0.2105 (0.2216)  loss_bbox_aux_3: 0.2070 (0.2205)  loss_bbox_aux_4: 0.2141 (0.2208)  loss_bbox_aux_5: 0.3000 (0.3100)  loss_bbox_dn_0: 0.4021 (0.4240)  loss_bbox_dn_1: 0.3250 (0.3493)  loss_bbox_dn_2: 0.3072 (0.3297)  loss_bbox_dn_3: 0.3045 (0.3238)  loss_bbox_dn_4: 0.3054 (0.3229)  loss_bbox_dn_5: 0.3053 (0.3229)  loss_giou: 0.5784 (0.6087)  loss_giou_aux_0: 0.6089 (0.6483)  loss_giou_aux_1: 0.5806 (0.6201)  loss_giou_aux_2: 0.5737 (0.6128)  loss_giou_aux_3: 0.5721 (0.6097)  loss_giou_aux_4: 0.5725 (0.6089)  loss_giou_aux_5: 0.7237 (0.7662)  loss_giou_dn_0: 0.7547 (0.7971)  loss_giou_dn_1: 0.6393 (0.6838)  loss_giou_dn_2: 0.6182 (0.6555)  loss_giou_dn_3: 0.6110 (0.6467)  loss_giou_dn_4: 0.6091 (0.6447)  loss_giou_dn_5: 0.6091 (0.6448)  loss_vfl: 0.8118 (0.8269)  loss_vfl_aux_0: 0.9107 (0.9699)  loss_vfl_aux_1: 0.9052 (0.9371)  loss_vfl_aux_2: 0.8476 (0.8759)  loss_vfl_aux_3: 0.8244 (0.8407)  loss_vfl_aux_4: 0.7980 (0.8288)  loss_vfl_aux_5: 0.9292 (0.9566)  loss_vfl_dn_0: 0.5005 (0.4982)  loss_vfl_dn_1: 0.4692 (0.4744)  loss_vfl_dn_2: 0.4527 (0.4601)  loss_vfl_dn_3: 0.4444 (0.4531)  loss_vfl_dn_4: 0.4457 (0.4526)  loss_vfl_dn_5: 0.4467 (0.4548)  time: 0.4655  data: 0.0179  max mem: 5652
Epoch: [2]  [6300/7393]  eta: 0:08:52  lr: 0.000010  loss: 21.2090 (21.3051)  loss_bbox: 0.2115 (0.2210)  loss_bbox_aux_0: 0.2437 (0.2399)  loss_bbox_aux_1: 0.2190 (0.2245)  loss_bbox_aux_2: 0.2192 (0.2216)  loss_bbox_aux_3: 0.2114 (0.2204)  loss_bbox_aux_4: 0.2126 (0.2208)  loss_bbox_aux_5: 0.3125 (0.3099)  loss_bbox_dn_0: 0.3873 (0.4237)  loss_bbox_dn_1: 0.3224 (0.3489)  loss_bbox_dn_2: 0.3061 (0.3293)  loss_bbox_dn_3: 0.3048 (0.3235)  loss_bbox_dn_4: 0.3027 (0.3226)  loss_bbox_dn_5: 0.3025 (0.3226)  loss_giou: 0.6052 (0.6091)  loss_giou_aux_0: 0.6538 (0.6488)  loss_giou_aux_1: 0.6188 (0.6206)  loss_giou_aux_2: 0.6279 (0.6133)  loss_giou_aux_3: 0.6273 (0.6102)  loss_giou_aux_4: 0.6077 (0.6094)  loss_giou_aux_5: 0.7541 (0.7665)  loss_giou_dn_0: 0.7878 (0.7970)  loss_giou_dn_1: 0.6824 (0.6838)  loss_giou_dn_2: 0.6596 (0.6556)  loss_giou_dn_3: 0.6534 (0.6468)  loss_giou_dn_4: 0.6516 (0.6448)  loss_giou_dn_5: 0.6518 (0.6449)  loss_vfl: 0.7825 (0.8266)  loss_vfl_aux_0: 0.9586 (0.9694)  loss_vfl_aux_1: 0.8668 (0.9366)  loss_vfl_aux_2: 0.8468 (0.8755)  loss_vfl_aux_3: 0.7819 (0.8404)  loss_vfl_aux_4: 0.7701 (0.8285)  loss_vfl_aux_5: 0.9358 (0.9561)  loss_vfl_dn_0: 0.4902 (0.4981)  loss_vfl_dn_1: 0.4627 (0.4743)  loss_vfl_dn_2: 0.4516 (0.4600)  loss_vfl_dn_3: 0.4453 (0.4530)  loss_vfl_dn_4: 0.4443 (0.4525)  loss_vfl_dn_5: 0.4476 (0.4546)  time: 0.4675  data: 0.0175  max mem: 5652
Epoch: [2]  [6400/7393]  eta: 0:08:03  lr: 0.000010  loss: 20.8758 (21.3029)  loss_bbox: 0.2216 (0.2210)  loss_bbox_aux_0: 0.2392 (0.2400)  loss_bbox_aux_1: 0.2221 (0.2246)  loss_bbox_aux_2: 0.2184 (0.2216)  loss_bbox_aux_3: 0.2208 (0.2204)  loss_bbox_aux_4: 0.2229 (0.2208)  loss_bbox_aux_5: 0.2958 (0.3099)  loss_bbox_dn_0: 0.4454 (0.4239)  loss_bbox_dn_1: 0.3723 (0.3491)  loss_bbox_dn_2: 0.3369 (0.3295)  loss_bbox_dn_3: 0.3267 (0.3237)  loss_bbox_dn_4: 0.3236 (0.3228)  loss_bbox_dn_5: 0.3231 (0.3227)  loss_giou: 0.5873 (0.6088)  loss_giou_aux_0: 0.6263 (0.6484)  loss_giou_aux_1: 0.5835 (0.6203)  loss_giou_aux_2: 0.5828 (0.6129)  loss_giou_aux_3: 0.5899 (0.6098)  loss_giou_aux_4: 0.5895 (0.6090)  loss_giou_aux_5: 0.7361 (0.7661)  loss_giou_dn_0: 0.7798 (0.7968)  loss_giou_dn_1: 0.6660 (0.6836)  loss_giou_dn_2: 0.6421 (0.6553)  loss_giou_dn_3: 0.6381 (0.6466)  loss_giou_dn_4: 0.6367 (0.6445)  loss_giou_dn_5: 0.6369 (0.6447)  loss_vfl: 0.8204 (0.8266)  loss_vfl_aux_0: 0.9551 (0.9695)  loss_vfl_aux_1: 0.9406 (0.9367)  loss_vfl_aux_2: 0.8646 (0.8756)  loss_vfl_aux_3: 0.8357 (0.8405)  loss_vfl_aux_4: 0.8317 (0.8285)  loss_vfl_aux_5: 0.9510 (0.9562)  loss_vfl_dn_0: 0.5022 (0.4982)  loss_vfl_dn_1: 0.4755 (0.4743)  loss_vfl_dn_2: 0.4620 (0.4600)  loss_vfl_dn_3: 0.4552 (0.4529)  loss_vfl_dn_4: 0.4537 (0.4524)  loss_vfl_dn_5: 0.4565 (0.4545)  time: 0.4638  data: 0.0182  max mem: 5652
Epoch: [2]  [6500/7393]  eta: 0:07:14  lr: 0.000010  loss: 20.9959 (21.2977)  loss_bbox: 0.2180 (0.2209)  loss_bbox_aux_0: 0.2177 (0.2398)  loss_bbox_aux_1: 0.2098 (0.2245)  loss_bbox_aux_2: 0.2172 (0.2215)  loss_bbox_aux_3: 0.2127 (0.2203)  loss_bbox_aux_4: 0.2112 (0.2207)  loss_bbox_aux_5: 0.2843 (0.3097)  loss_bbox_dn_0: 0.3556 (0.4236)  loss_bbox_dn_1: 0.2942 (0.3488)  loss_bbox_dn_2: 0.2759 (0.3293)  loss_bbox_dn_3: 0.2717 (0.3235)  loss_bbox_dn_4: 0.2714 (0.3226)  loss_bbox_dn_5: 0.2712 (0.3225)  loss_giou: 0.6128 (0.6089)  loss_giou_aux_0: 0.6754 (0.6485)  loss_giou_aux_1: 0.6504 (0.6203)  loss_giou_aux_2: 0.6380 (0.6130)  loss_giou_aux_3: 0.6187 (0.6099)  loss_giou_aux_4: 0.6245 (0.6091)  loss_giou_aux_5: 0.7926 (0.7661)  loss_giou_dn_0: 0.8023 (0.7966)  loss_giou_dn_1: 0.7069 (0.6835)  loss_giou_dn_2: 0.6820 (0.6553)  loss_giou_dn_3: 0.6745 (0.6466)  loss_giou_dn_4: 0.6734 (0.6445)  loss_giou_dn_5: 0.6740 (0.6447)  loss_vfl: 0.7461 (0.8263)  loss_vfl_aux_0: 0.8691 (0.9693)  loss_vfl_aux_1: 0.8320 (0.9363)  loss_vfl_aux_2: 0.7998 (0.8752)  loss_vfl_aux_3: 0.7771 (0.8402)  loss_vfl_aux_4: 0.7559 (0.8283)  loss_vfl_aux_5: 0.8910 (0.9559)  loss_vfl_dn_0: 0.4920 (0.4982)  loss_vfl_dn_1: 0.4768 (0.4742)  loss_vfl_dn_2: 0.4606 (0.4599)  loss_vfl_dn_3: 0.4544 (0.4528)  loss_vfl_dn_4: 0.4562 (0.4523)  loss_vfl_dn_5: 0.4579 (0.4544)  time: 0.4675  data: 0.0180  max mem: 5652
Epoch: [2]  [6600/7393]  eta: 0:06:25  lr: 0.000010  loss: 20.8219 (21.2923)  loss_bbox: 0.2166 (0.2209)  loss_bbox_aux_0: 0.2351 (0.2398)  loss_bbox_aux_1: 0.2278 (0.2245)  loss_bbox_aux_2: 0.2243 (0.2216)  loss_bbox_aux_3: 0.2179 (0.2203)  loss_bbox_aux_4: 0.2205 (0.2207)  loss_bbox_aux_5: 0.3075 (0.3096)  loss_bbox_dn_0: 0.4075 (0.4234)  loss_bbox_dn_1: 0.3306 (0.3487)  loss_bbox_dn_2: 0.3088 (0.3291)  loss_bbox_dn_3: 0.3042 (0.3233)  loss_bbox_dn_4: 0.3027 (0.3224)  loss_bbox_dn_5: 0.3023 (0.3224)  loss_giou: 0.5382 (0.6088)  loss_giou_aux_0: 0.5798 (0.6484)  loss_giou_aux_1: 0.5663 (0.6203)  loss_giou_aux_2: 0.5542 (0.6129)  loss_giou_aux_3: 0.5515 (0.6098)  loss_giou_aux_4: 0.5440 (0.6090)  loss_giou_aux_5: 0.7164 (0.7659)  loss_giou_dn_0: 0.7613 (0.7964)  loss_giou_dn_1: 0.6314 (0.6833)  loss_giou_dn_2: 0.6084 (0.6551)  loss_giou_dn_3: 0.6003 (0.6464)  loss_giou_dn_4: 0.5987 (0.6444)  loss_giou_dn_5: 0.5983 (0.6445)  loss_vfl: 0.8196 (0.8260)  loss_vfl_aux_0: 0.9698 (0.9689)  loss_vfl_aux_1: 0.9177 (0.9358)  loss_vfl_aux_2: 0.8679 (0.8749)  loss_vfl_aux_3: 0.8395 (0.8399)  loss_vfl_aux_4: 0.8189 (0.8280)  loss_vfl_aux_5: 0.9437 (0.9556)  loss_vfl_dn_0: 0.4966 (0.4981)  loss_vfl_dn_1: 0.4670 (0.4741)  loss_vfl_dn_2: 0.4516 (0.4598)  loss_vfl_dn_3: 0.4412 (0.4527)  loss_vfl_dn_4: 0.4415 (0.4522)  loss_vfl_dn_5: 0.4428 (0.4543)  time: 0.4746  data: 0.0178  max mem: 5652
Epoch: [2]  [6700/7393]  eta: 0:05:37  lr: 0.000010  loss: 21.1675 (21.2876)  loss_bbox: 0.1977 (0.2208)  loss_bbox_aux_0: 0.2230 (0.2397)  loss_bbox_aux_1: 0.2085 (0.2244)  loss_bbox_aux_2: 0.1985 (0.2214)  loss_bbox_aux_3: 0.1987 (0.2202)  loss_bbox_aux_4: 0.2004 (0.2205)  loss_bbox_aux_5: 0.2838 (0.3093)  loss_bbox_dn_0: 0.3679 (0.4231)  loss_bbox_dn_1: 0.3062 (0.3485)  loss_bbox_dn_2: 0.2891 (0.3289)  loss_bbox_dn_3: 0.2831 (0.3231)  loss_bbox_dn_4: 0.2817 (0.3222)  loss_bbox_dn_5: 0.2816 (0.3222)  loss_giou: 0.6217 (0.6086)  loss_giou_aux_0: 0.6533 (0.6481)  loss_giou_aux_1: 0.6276 (0.6200)  loss_giou_aux_2: 0.6288 (0.6127)  loss_giou_aux_3: 0.6193 (0.6096)  loss_giou_aux_4: 0.6217 (0.6088)  loss_giou_aux_5: 0.7705 (0.7656)  loss_giou_dn_0: 0.8096 (0.7962)  loss_giou_dn_1: 0.6841 (0.6831)  loss_giou_dn_2: 0.6538 (0.6549)  loss_giou_dn_3: 0.6432 (0.6462)  loss_giou_dn_4: 0.6407 (0.6442)  loss_giou_dn_5: 0.6407 (0.6443)  loss_vfl: 0.8367 (0.8261)  loss_vfl_aux_0: 0.9689 (0.9690)  loss_vfl_aux_1: 0.9205 (0.9359)  loss_vfl_aux_2: 0.8914 (0.8751)  loss_vfl_aux_3: 0.8439 (0.8400)  loss_vfl_aux_4: 0.8317 (0.8281)  loss_vfl_aux_5: 0.9153 (0.9556)  loss_vfl_dn_0: 0.4945 (0.4981)  loss_vfl_dn_1: 0.4662 (0.4741)  loss_vfl_dn_2: 0.4559 (0.4598)  loss_vfl_dn_3: 0.4486 (0.4527)  loss_vfl_dn_4: 0.4470 (0.4522)  loss_vfl_dn_5: 0.4462 (0.4543)  time: 0.4777  data: 0.0183  max mem: 5652
Epoch: [2]  [6800/7393]  eta: 0:04:48  lr: 0.000010  loss: 21.2995 (21.2812)  loss_bbox: 0.2305 (0.2207)  loss_bbox_aux_0: 0.2371 (0.2396)  loss_bbox_aux_1: 0.2178 (0.2244)  loss_bbox_aux_2: 0.2161 (0.2213)  loss_bbox_aux_3: 0.2276 (0.2201)  loss_bbox_aux_4: 0.2308 (0.2205)  loss_bbox_aux_5: 0.3154 (0.3092)  loss_bbox_dn_0: 0.4714 (0.4231)  loss_bbox_dn_1: 0.3804 (0.3485)  loss_bbox_dn_2: 0.3510 (0.3289)  loss_bbox_dn_3: 0.3486 (0.3231)  loss_bbox_dn_4: 0.3497 (0.3222)  loss_bbox_dn_5: 0.3494 (0.3222)  loss_giou: 0.5441 (0.6081)  loss_giou_aux_0: 0.5764 (0.6475)  loss_giou_aux_1: 0.5546 (0.6195)  loss_giou_aux_2: 0.5482 (0.6122)  loss_giou_aux_3: 0.5461 (0.6091)  loss_giou_aux_4: 0.5440 (0.6083)  loss_giou_aux_5: 0.6972 (0.7650)  loss_giou_dn_0: 0.7441 (0.7957)  loss_giou_dn_1: 0.6385 (0.6826)  loss_giou_dn_2: 0.6102 (0.6545)  loss_giou_dn_3: 0.6014 (0.6458)  loss_giou_dn_4: 0.5992 (0.6437)  loss_giou_dn_5: 0.5993 (0.6439)  loss_vfl: 0.8708 (0.8262)  loss_vfl_aux_0: 1.0125 (0.9692)  loss_vfl_aux_1: 0.9866 (0.9359)  loss_vfl_aux_2: 0.8889 (0.8751)  loss_vfl_aux_3: 0.8918 (0.8402)  loss_vfl_aux_4: 0.8791 (0.8282)  loss_vfl_aux_5: 0.9950 (0.9558)  loss_vfl_dn_0: 0.5084 (0.4982)  loss_vfl_dn_1: 0.4746 (0.4741)  loss_vfl_dn_2: 0.4583 (0.4597)  loss_vfl_dn_3: 0.4502 (0.4526)  loss_vfl_dn_4: 0.4500 (0.4521)  loss_vfl_dn_5: 0.4521 (0.4542)  time: 0.4693  data: 0.0177  max mem: 5652
Epoch: [2]  [6900/7393]  eta: 0:03:59  lr: 0.000010  loss: 20.3064 (21.2781)  loss_bbox: 0.2001 (0.2207)  loss_bbox_aux_0: 0.2178 (0.2396)  loss_bbox_aux_1: 0.2075 (0.2244)  loss_bbox_aux_2: 0.2054 (0.2213)  loss_bbox_aux_3: 0.1994 (0.2201)  loss_bbox_aux_4: 0.1937 (0.2205)  loss_bbox_aux_5: 0.2930 (0.3092)  loss_bbox_dn_0: 0.3864 (0.4232)  loss_bbox_dn_1: 0.3137 (0.3485)  loss_bbox_dn_2: 0.2920 (0.3290)  loss_bbox_dn_3: 0.2860 (0.3232)  loss_bbox_dn_4: 0.2847 (0.3223)  loss_bbox_dn_5: 0.2852 (0.3223)  loss_giou: 0.5644 (0.6079)  loss_giou_aux_0: 0.5932 (0.6473)  loss_giou_aux_1: 0.5819 (0.6193)  loss_giou_aux_2: 0.5689 (0.6120)  loss_giou_aux_3: 0.5600 (0.6088)  loss_giou_aux_4: 0.5645 (0.6081)  loss_giou_aux_5: 0.7197 (0.7647)  loss_giou_dn_0: 0.7637 (0.7954)  loss_giou_dn_1: 0.6433 (0.6824)  loss_giou_dn_2: 0.6148 (0.6542)  loss_giou_dn_3: 0.6047 (0.6455)  loss_giou_dn_4: 0.6033 (0.6435)  loss_giou_dn_5: 0.6035 (0.6436)  loss_vfl: 0.7870 (0.8261)  loss_vfl_aux_0: 0.9492 (0.9694)  loss_vfl_aux_1: 0.9213 (0.9359)  loss_vfl_aux_2: 0.8269 (0.8750)  loss_vfl_aux_3: 0.8090 (0.8402)  loss_vfl_aux_4: 0.7897 (0.8282)  loss_vfl_aux_5: 0.9442 (0.9557)  loss_vfl_dn_0: 0.4888 (0.4982)  loss_vfl_dn_1: 0.4562 (0.4740)  loss_vfl_dn_2: 0.4457 (0.4597)  loss_vfl_dn_3: 0.4315 (0.4526)  loss_vfl_dn_4: 0.4323 (0.4520)  loss_vfl_dn_5: 0.4365 (0.4541)  time: 0.4750  data: 0.0182  max mem: 5652
Epoch: [2]  [7000/7393]  eta: 0:03:10  lr: 0.000010  loss: 20.7451 (21.2709)  loss_bbox: 0.1979 (0.2206)  loss_bbox_aux_0: 0.2472 (0.2396)  loss_bbox_aux_1: 0.2295 (0.2243)  loss_bbox_aux_2: 0.2307 (0.2212)  loss_bbox_aux_3: 0.2166 (0.2200)  loss_bbox_aux_4: 0.2061 (0.2204)  loss_bbox_aux_5: 0.3211 (0.3091)  loss_bbox_dn_0: 0.4284 (0.4231)  loss_bbox_dn_1: 0.3523 (0.3484)  loss_bbox_dn_2: 0.3419 (0.3288)  loss_bbox_dn_3: 0.3376 (0.3230)  loss_bbox_dn_4: 0.3360 (0.3221)  loss_bbox_dn_5: 0.3360 (0.3221)  loss_giou: 0.5352 (0.6078)  loss_giou_aux_0: 0.6085 (0.6472)  loss_giou_aux_1: 0.5771 (0.6192)  loss_giou_aux_2: 0.5693 (0.6119)  loss_giou_aux_3: 0.5413 (0.6088)  loss_giou_aux_4: 0.5348 (0.6080)  loss_giou_aux_5: 0.6803 (0.7644)  loss_giou_dn_0: 0.7500 (0.7952)  loss_giou_dn_1: 0.6470 (0.6821)  loss_giou_dn_2: 0.6174 (0.6540)  loss_giou_dn_3: 0.6072 (0.6453)  loss_giou_dn_4: 0.6046 (0.6433)  loss_giou_dn_5: 0.6048 (0.6434)  loss_vfl: 0.7844 (0.8256)  loss_vfl_aux_0: 0.9477 (0.9691)  loss_vfl_aux_1: 0.9414 (0.9356)  loss_vfl_aux_2: 0.8508 (0.8746)  loss_vfl_aux_3: 0.8087 (0.8397)  loss_vfl_aux_4: 0.7913 (0.8277)  loss_vfl_aux_5: 0.9562 (0.9556)  loss_vfl_dn_0: 0.4908 (0.4981)  loss_vfl_dn_1: 0.4643 (0.4739)  loss_vfl_dn_2: 0.4461 (0.4595)  loss_vfl_dn_3: 0.4368 (0.4524)  loss_vfl_dn_4: 0.4369 (0.4519)  loss_vfl_dn_5: 0.4381 (0.4540)  time: 0.4744  data: 0.0180  max mem: 5652
Epoch: [2]  [7100/7393]  eta: 0:02:22  lr: 0.000010  loss: 20.2423 (21.2650)  loss_bbox: 0.2116 (0.2206)  loss_bbox_aux_0: 0.2213 (0.2395)  loss_bbox_aux_1: 0.2163 (0.2242)  loss_bbox_aux_2: 0.2155 (0.2212)  loss_bbox_aux_3: 0.2114 (0.2199)  loss_bbox_aux_4: 0.2119 (0.2204)  loss_bbox_aux_5: 0.3004 (0.3090)  loss_bbox_dn_0: 0.4118 (0.4230)  loss_bbox_dn_1: 0.3329 (0.3483)  loss_bbox_dn_2: 0.3095 (0.3288)  loss_bbox_dn_3: 0.3022 (0.3230)  loss_bbox_dn_4: 0.2998 (0.3221)  loss_bbox_dn_5: 0.3003 (0.3220)  loss_giou: 0.5683 (0.6075)  loss_giou_aux_0: 0.5890 (0.6468)  loss_giou_aux_1: 0.5404 (0.6189)  loss_giou_aux_2: 0.5703 (0.6115)  loss_giou_aux_3: 0.5593 (0.6084)  loss_giou_aux_4: 0.5646 (0.6076)  loss_giou_aux_5: 0.6909 (0.7639)  loss_giou_dn_0: 0.7539 (0.7948)  loss_giou_dn_1: 0.6428 (0.6818)  loss_giou_dn_2: 0.6147 (0.6537)  loss_giou_dn_3: 0.6082 (0.6450)  loss_giou_dn_4: 0.6071 (0.6430)  loss_giou_dn_5: 0.6073 (0.6431)  loss_vfl: 0.7849 (0.8255)  loss_vfl_aux_0: 0.9199 (0.9692)  loss_vfl_aux_1: 0.9087 (0.9357)  loss_vfl_aux_2: 0.8253 (0.8745)  loss_vfl_aux_3: 0.7898 (0.8396)  loss_vfl_aux_4: 0.7992 (0.8276)  loss_vfl_aux_5: 0.9217 (0.9555)  loss_vfl_dn_0: 0.4969 (0.4982)  loss_vfl_dn_1: 0.4637 (0.4739)  loss_vfl_dn_2: 0.4525 (0.4595)  loss_vfl_dn_3: 0.4437 (0.4524)  loss_vfl_dn_4: 0.4439 (0.4518)  loss_vfl_dn_5: 0.4440 (0.4539)  time: 0.4782  data: 0.0181  max mem: 5652
Epoch: [2]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 20.7297 (21.2619)  loss_bbox: 0.2164 (0.2206)  loss_bbox_aux_0: 0.2371 (0.2395)  loss_bbox_aux_1: 0.2213 (0.2242)  loss_bbox_aux_2: 0.2263 (0.2212)  loss_bbox_aux_3: 0.2193 (0.2200)  loss_bbox_aux_4: 0.2167 (0.2204)  loss_bbox_aux_5: 0.2944 (0.3088)  loss_bbox_dn_0: 0.3934 (0.4228)  loss_bbox_dn_1: 0.3301 (0.3482)  loss_bbox_dn_2: 0.3149 (0.3286)  loss_bbox_dn_3: 0.3114 (0.3228)  loss_bbox_dn_4: 0.3112 (0.3219)  loss_bbox_dn_5: 0.3112 (0.3219)  loss_giou: 0.5764 (0.6076)  loss_giou_aux_0: 0.6461 (0.6468)  loss_giou_aux_1: 0.5991 (0.6189)  loss_giou_aux_2: 0.5800 (0.6117)  loss_giou_aux_3: 0.5823 (0.6085)  loss_giou_aux_4: 0.5756 (0.6077)  loss_giou_aux_5: 0.7608 (0.7638)  loss_giou_dn_0: 0.7893 (0.7947)  loss_giou_dn_1: 0.6719 (0.6818)  loss_giou_dn_2: 0.6415 (0.6537)  loss_giou_dn_3: 0.6356 (0.6450)  loss_giou_dn_4: 0.6327 (0.6430)  loss_giou_dn_5: 0.6336 (0.6431)  loss_vfl: 0.8059 (0.8252)  loss_vfl_aux_0: 0.9232 (0.9689)  loss_vfl_aux_1: 0.9133 (0.9354)  loss_vfl_aux_2: 0.8517 (0.8742)  loss_vfl_aux_3: 0.8240 (0.8393)  loss_vfl_aux_4: 0.7990 (0.8273)  loss_vfl_aux_5: 0.9333 (0.9553)  loss_vfl_dn_0: 0.4982 (0.4981)  loss_vfl_dn_1: 0.4655 (0.4737)  loss_vfl_dn_2: 0.4488 (0.4593)  loss_vfl_dn_3: 0.4403 (0.4523)  loss_vfl_dn_4: 0.4396 (0.4517)  loss_vfl_dn_5: 0.4382 (0.4537)  time: 0.4770  data: 0.0182  max mem: 5652
Epoch: [2]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 20.4105 (21.2578)  loss_bbox: 0.1917 (0.2206)  loss_bbox_aux_0: 0.2230 (0.2395)  loss_bbox_aux_1: 0.2033 (0.2242)  loss_bbox_aux_2: 0.1992 (0.2212)  loss_bbox_aux_3: 0.1937 (0.2199)  loss_bbox_aux_4: 0.1965 (0.2203)  loss_bbox_aux_5: 0.2659 (0.3087)  loss_bbox_dn_0: 0.3529 (0.4225)  loss_bbox_dn_1: 0.2813 (0.3479)  loss_bbox_dn_2: 0.2615 (0.3284)  loss_bbox_dn_3: 0.2557 (0.3226)  loss_bbox_dn_4: 0.2535 (0.3217)  loss_bbox_dn_5: 0.2532 (0.3216)  loss_giou: 0.6390 (0.6078)  loss_giou_aux_0: 0.6742 (0.6470)  loss_giou_aux_1: 0.6516 (0.6192)  loss_giou_aux_2: 0.6426 (0.6119)  loss_giou_aux_3: 0.6440 (0.6088)  loss_giou_aux_4: 0.6437 (0.6080)  loss_giou_aux_5: 0.7863 (0.7639)  loss_giou_dn_0: 0.7949 (0.7947)  loss_giou_dn_1: 0.6831 (0.6818)  loss_giou_dn_2: 0.6550 (0.6538)  loss_giou_dn_3: 0.6501 (0.6451)  loss_giou_dn_4: 0.6468 (0.6431)  loss_giou_dn_5: 0.6471 (0.6432)  loss_vfl: 0.7605 (0.8248)  loss_vfl_aux_0: 0.9243 (0.9685)  loss_vfl_aux_1: 0.8607 (0.9348)  loss_vfl_aux_2: 0.8086 (0.8736)  loss_vfl_aux_3: 0.7832 (0.8389)  loss_vfl_aux_4: 0.7684 (0.8269)  loss_vfl_aux_5: 0.8831 (0.9549)  loss_vfl_dn_0: 0.4857 (0.4980)  loss_vfl_dn_1: 0.4590 (0.4736)  loss_vfl_dn_2: 0.4497 (0.4592)  loss_vfl_dn_3: 0.4449 (0.4521)  loss_vfl_dn_4: 0.4440 (0.4515)  loss_vfl_dn_5: 0.4441 (0.4536)  time: 0.4712  data: 0.0181  max mem: 5652
Epoch: [2]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 20.5166 (21.2493)  loss_bbox: 0.2189 (0.2204)  loss_bbox_aux_0: 0.2414 (0.2394)  loss_bbox_aux_1: 0.2322 (0.2240)  loss_bbox_aux_2: 0.2142 (0.2210)  loss_bbox_aux_3: 0.2237 (0.2197)  loss_bbox_aux_4: 0.2162 (0.2201)  loss_bbox_aux_5: 0.2850 (0.3085)  loss_bbox_dn_0: 0.3549 (0.4222)  loss_bbox_dn_1: 0.3026 (0.3476)  loss_bbox_dn_2: 0.2846 (0.3281)  loss_bbox_dn_3: 0.2796 (0.3223)  loss_bbox_dn_4: 0.2788 (0.3214)  loss_bbox_dn_5: 0.2781 (0.3214)  loss_giou: 0.5631 (0.6075)  loss_giou_aux_0: 0.6073 (0.6467)  loss_giou_aux_1: 0.5752 (0.6189)  loss_giou_aux_2: 0.5661 (0.6116)  loss_giou_aux_3: 0.5681 (0.6084)  loss_giou_aux_4: 0.5589 (0.6077)  loss_giou_aux_5: 0.7153 (0.7635)  loss_giou_dn_0: 0.7642 (0.7944)  loss_giou_dn_1: 0.6498 (0.6815)  loss_giou_dn_2: 0.6264 (0.6535)  loss_giou_dn_3: 0.6086 (0.6448)  loss_giou_dn_4: 0.6049 (0.6428)  loss_giou_dn_5: 0.6053 (0.6429)  loss_vfl: 0.7934 (0.8247)  loss_vfl_aux_0: 0.9350 (0.9683)  loss_vfl_aux_1: 0.9124 (0.9347)  loss_vfl_aux_2: 0.8499 (0.8735)  loss_vfl_aux_3: 0.8306 (0.8388)  loss_vfl_aux_4: 0.8019 (0.8268)  loss_vfl_aux_5: 0.9244 (0.9546)  loss_vfl_dn_0: 0.5028 (0.4980)  loss_vfl_dn_1: 0.4709 (0.4735)  loss_vfl_dn_2: 0.4510 (0.4591)  loss_vfl_dn_3: 0.4446 (0.4520)  loss_vfl_dn_4: 0.4453 (0.4514)  loss_vfl_dn_5: 0.4463 (0.4535)  time: 0.4723  data: 0.0180  max mem: 5652
Epoch: [2] Total time: 0:59:49 (0.4855 s / it)
Averaged stats: lr: 0.000010  loss: 20.5166 (21.2493)  loss_bbox: 0.2189 (0.2204)  loss_bbox_aux_0: 0.2414 (0.2394)  loss_bbox_aux_1: 0.2322 (0.2240)  loss_bbox_aux_2: 0.2142 (0.2210)  loss_bbox_aux_3: 0.2237 (0.2197)  loss_bbox_aux_4: 0.2162 (0.2201)  loss_bbox_aux_5: 0.2850 (0.3085)  loss_bbox_dn_0: 0.3549 (0.4222)  loss_bbox_dn_1: 0.3026 (0.3476)  loss_bbox_dn_2: 0.2846 (0.3281)  loss_bbox_dn_3: 0.2796 (0.3223)  loss_bbox_dn_4: 0.2788 (0.3214)  loss_bbox_dn_5: 0.2781 (0.3214)  loss_giou: 0.5631 (0.6075)  loss_giou_aux_0: 0.6073 (0.6467)  loss_giou_aux_1: 0.5752 (0.6189)  loss_giou_aux_2: 0.5661 (0.6116)  loss_giou_aux_3: 0.5681 (0.6084)  loss_giou_aux_4: 0.5589 (0.6077)  loss_giou_aux_5: 0.7153 (0.7635)  loss_giou_dn_0: 0.7642 (0.7944)  loss_giou_dn_1: 0.6498 (0.6815)  loss_giou_dn_2: 0.6264 (0.6535)  loss_giou_dn_3: 0.6086 (0.6448)  loss_giou_dn_4: 0.6049 (0.6428)  loss_giou_dn_5: 0.6053 (0.6429)  loss_vfl: 0.7934 (0.8247)  loss_vfl_aux_0: 0.9350 (0.9683)  loss_vfl_aux_1: 0.9124 (0.9347)  loss_vfl_aux_2: 0.8499 (0.8735)  loss_vfl_aux_3: 0.8306 (0.8388)  loss_vfl_aux_4: 0.8019 (0.8268)  loss_vfl_aux_5: 0.9244 (0.9546)  loss_vfl_dn_0: 0.5028 (0.4980)  loss_vfl_dn_1: 0.4709 (0.4735)  loss_vfl_dn_2: 0.4510 (0.4591)  loss_vfl_dn_3: 0.4446 (0.4520)  loss_vfl_dn_4: 0.4453 (0.4514)  loss_vfl_dn_5: 0.4463 (0.4535)
Test:  [  0/157]  eta: 0:04:20    time: 1.6561  data: 1.2620  max mem: 5652
Test:  [ 10/157]  eta: 0:01:12    time: 0.4948  data: 0.1342  max mem: 5652
Test:  [ 20/157]  eta: 0:00:59    time: 0.3759  data: 0.0242  max mem: 5652
Test:  [ 30/157]  eta: 0:00:52    time: 0.3738  data: 0.0273  max mem: 5652
Test:  [ 40/157]  eta: 0:01:01    time: 0.6149  data: 0.0276  max mem: 5652
Test:  [ 50/157]  eta: 0:00:53    time: 0.6212  data: 0.0279  max mem: 5652
Test:  [ 60/157]  eta: 0:00:46    time: 0.3868  data: 0.0278  max mem: 5652
Test:  [ 70/157]  eta: 0:00:40    time: 0.3771  data: 0.0269  max mem: 5652
Test:  [ 80/157]  eta: 0:00:35    time: 0.3817  data: 0.0270  max mem: 5652
Test:  [ 90/157]  eta: 0:00:29    time: 0.3903  data: 0.0277  max mem: 5652
Test:  [100/157]  eta: 0:00:25    time: 0.3779  data: 0.0272  max mem: 5652
Test:  [110/157]  eta: 0:00:20    time: 0.3797  data: 0.0270  max mem: 5652
Test:  [120/157]  eta: 0:00:15    time: 0.3842  data: 0.0279  max mem: 5652
Test:  [130/157]  eta: 0:00:11    time: 0.3867  data: 0.0285  max mem: 5652
Test:  [140/157]  eta: 0:00:07    time: 0.3834  data: 0.0288  max mem: 5652
Test:  [150/157]  eta: 0:00:03    time: 0.6064  data: 0.0287  max mem: 5652
Test:  [156/157]  eta: 0:00:00    time: 0.5967  data: 0.0279  max mem: 5652
Test: Total time: 0:01:10 (0.4496 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=29.36s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.412
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.575
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.443
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.231
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.451
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.592
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.341
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.568
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.652
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.419
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.702
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.863
best_stat:  {'epoch': 2, 'coco_eval_bbox': 0.41162112173052806}
Epoch: [3]  [   0/7393]  eta: 23:49:27  lr: 0.000010  loss: 23.7890 (23.7890)  loss_bbox: 0.2729 (0.2729)  loss_bbox_aux_0: 0.3101 (0.3101)  loss_bbox_aux_1: 0.3200 (0.3200)  loss_bbox_aux_2: 0.2864 (0.2864)  loss_bbox_aux_3: 0.2778 (0.2778)  loss_bbox_aux_4: 0.2715 (0.2715)  loss_bbox_aux_5: 0.3386 (0.3386)  loss_bbox_dn_0: 0.3684 (0.3684)  loss_bbox_dn_1: 0.3202 (0.3202)  loss_bbox_dn_2: 0.3067 (0.3067)  loss_bbox_dn_3: 0.3004 (0.3004)  loss_bbox_dn_4: 0.2990 (0.2990)  loss_bbox_dn_5: 0.2989 (0.2989)  loss_giou: 0.8063 (0.8063)  loss_giou_aux_0: 0.8529 (0.8529)  loss_giou_aux_1: 0.8366 (0.8366)  loss_giou_aux_2: 0.8040 (0.8040)  loss_giou_aux_3: 0.8094 (0.8094)  loss_giou_aux_4: 0.8098 (0.8098)  loss_giou_aux_5: 0.9604 (0.9604)  loss_giou_dn_0: 0.8619 (0.8619)  loss_giou_dn_1: 0.7785 (0.7785)  loss_giou_dn_2: 0.7577 (0.7577)  loss_giou_dn_3: 0.7479 (0.7479)  loss_giou_dn_4: 0.7443 (0.7443)  loss_giou_dn_5: 0.7445 (0.7445)  loss_vfl: 0.9123 (0.9123)  loss_vfl_aux_0: 0.9289 (0.9289)  loss_vfl_aux_1: 0.9615 (0.9615)  loss_vfl_aux_2: 0.9281 (0.9281)  loss_vfl_aux_3: 0.9080 (0.9080)  loss_vfl_aux_4: 0.8960 (0.8960)  loss_vfl_aux_5: 0.8385 (0.8385)  loss_vfl_dn_0: 0.5062 (0.5062)  loss_vfl_dn_1: 0.4929 (0.4929)  loss_vfl_dn_2: 0.4726 (0.4726)  loss_vfl_dn_3: 0.4759 (0.4759)  loss_vfl_dn_4: 0.4818 (0.4818)  loss_vfl_dn_5: 0.5012 (0.5012)  time: 11.6012  data: 1.3175  max mem: 5652
Epoch: [3]  [ 100/7393]  eta: 1:10:14  lr: 0.000010  loss: 19.9454 (20.9040)  loss_bbox: 0.2207 (0.2150)  loss_bbox_aux_0: 0.2397 (0.2297)  loss_bbox_aux_1: 0.2321 (0.2170)  loss_bbox_aux_2: 0.2243 (0.2159)  loss_bbox_aux_3: 0.2162 (0.2150)  loss_bbox_aux_4: 0.2267 (0.2158)  loss_bbox_aux_5: 0.2975 (0.2902)  loss_bbox_dn_0: 0.4531 (0.4096)  loss_bbox_dn_1: 0.3735 (0.3339)  loss_bbox_dn_2: 0.3514 (0.3151)  loss_bbox_dn_3: 0.3412 (0.3097)  loss_bbox_dn_4: 0.3409 (0.3090)  loss_bbox_dn_5: 0.3407 (0.3091)  loss_giou: 0.5409 (0.6033)  loss_giou_aux_0: 0.5937 (0.6371)  loss_giou_aux_1: 0.5570 (0.6127)  loss_giou_aux_2: 0.5598 (0.6075)  loss_giou_aux_3: 0.5439 (0.6045)  loss_giou_aux_4: 0.5354 (0.6034)  loss_giou_aux_5: 0.6830 (0.7438)  loss_giou_dn_0: 0.7467 (0.7769)  loss_giou_dn_1: 0.6294 (0.6664)  loss_giou_dn_2: 0.6023 (0.6405)  loss_giou_dn_3: 0.5975 (0.6328)  loss_giou_dn_4: 0.5967 (0.6311)  loss_giou_dn_5: 0.5964 (0.6313)  loss_vfl: 0.8503 (0.8151)  loss_vfl_aux_0: 1.0375 (0.9726)  loss_vfl_aux_1: 0.9876 (0.9262)  loss_vfl_aux_2: 0.8928 (0.8590)  loss_vfl_aux_3: 0.8662 (0.8251)  loss_vfl_aux_4: 0.8618 (0.8151)  loss_vfl_aux_5: 0.9998 (0.9504)  loss_vfl_dn_0: 0.5033 (0.4961)  loss_vfl_dn_1: 0.4759 (0.4699)  loss_vfl_dn_2: 0.4543 (0.4549)  loss_vfl_dn_3: 0.4516 (0.4479)  loss_vfl_dn_4: 0.4518 (0.4469)  loss_vfl_dn_5: 0.4532 (0.4484)  time: 0.4663  data: 0.0145  max mem: 5652
Epoch: [3]  [ 200/7393]  eta: 1:02:37  lr: 0.000010  loss: 20.7897 (20.8228)  loss_bbox: 0.2161 (0.2153)  loss_bbox_aux_0: 0.2376 (0.2304)  loss_bbox_aux_1: 0.2191 (0.2171)  loss_bbox_aux_2: 0.2100 (0.2155)  loss_bbox_aux_3: 0.2188 (0.2146)  loss_bbox_aux_4: 0.2155 (0.2155)  loss_bbox_aux_5: 0.3028 (0.2944)  loss_bbox_dn_0: 0.4114 (0.4115)  loss_bbox_dn_1: 0.3250 (0.3363)  loss_bbox_dn_2: 0.2978 (0.3168)  loss_bbox_dn_3: 0.2928 (0.3112)  loss_bbox_dn_4: 0.2957 (0.3103)  loss_bbox_dn_5: 0.2956 (0.3103)  loss_giou: 0.5893 (0.5955)  loss_giou_aux_0: 0.6262 (0.6290)  loss_giou_aux_1: 0.5920 (0.6040)  loss_giou_aux_2: 0.5866 (0.5991)  loss_giou_aux_3: 0.5838 (0.5961)  loss_giou_aux_4: 0.5871 (0.5956)  loss_giou_aux_5: 0.7219 (0.7377)  loss_giou_dn_0: 0.7375 (0.7709)  loss_giou_dn_1: 0.6349 (0.6612)  loss_giou_dn_2: 0.6032 (0.6348)  loss_giou_dn_3: 0.5937 (0.6269)  loss_giou_dn_4: 0.5892 (0.6251)  loss_giou_dn_5: 0.5888 (0.6253)  loss_vfl: 0.8286 (0.8134)  loss_vfl_aux_0: 0.9756 (0.9688)  loss_vfl_aux_1: 0.9112 (0.9252)  loss_vfl_aux_2: 0.8648 (0.8625)  loss_vfl_aux_3: 0.8364 (0.8275)  loss_vfl_aux_4: 0.8219 (0.8143)  loss_vfl_aux_5: 0.9632 (0.9502)  loss_vfl_dn_0: 0.5119 (0.4984)  loss_vfl_dn_1: 0.4803 (0.4697)  loss_vfl_dn_2: 0.4626 (0.4541)  loss_vfl_dn_3: 0.4491 (0.4465)  loss_vfl_dn_4: 0.4481 (0.4452)  loss_vfl_dn_5: 0.4462 (0.4466)  time: 0.4725  data: 0.0135  max mem: 5652
Epoch: [3]  [ 300/7393]  eta: 0:59:32  lr: 0.000010  loss: 20.4656 (20.7486)  loss_bbox: 0.1956 (0.2129)  loss_bbox_aux_0: 0.2172 (0.2290)  loss_bbox_aux_1: 0.2041 (0.2146)  loss_bbox_aux_2: 0.2033 (0.2125)  loss_bbox_aux_3: 0.1996 (0.2122)  loss_bbox_aux_4: 0.1977 (0.2130)  loss_bbox_aux_5: 0.2761 (0.2918)  loss_bbox_dn_0: 0.3790 (0.4093)  loss_bbox_dn_1: 0.3074 (0.3348)  loss_bbox_dn_2: 0.2874 (0.3150)  loss_bbox_dn_3: 0.2810 (0.3094)  loss_bbox_dn_4: 0.2817 (0.3085)  loss_bbox_dn_5: 0.2818 (0.3085)  loss_giou: 0.5826 (0.5940)  loss_giou_aux_0: 0.6036 (0.6276)  loss_giou_aux_1: 0.5879 (0.6020)  loss_giou_aux_2: 0.5868 (0.5969)  loss_giou_aux_3: 0.5850 (0.5944)  loss_giou_aux_4: 0.5814 (0.5940)  loss_giou_aux_5: 0.6930 (0.7353)  loss_giou_dn_0: 0.7745 (0.7720)  loss_giou_dn_1: 0.6654 (0.6621)  loss_giou_dn_2: 0.6404 (0.6352)  loss_giou_dn_3: 0.6306 (0.6272)  loss_giou_dn_4: 0.6273 (0.6253)  loss_giou_dn_5: 0.6273 (0.6255)  loss_vfl: 0.7787 (0.8089)  loss_vfl_aux_0: 0.9364 (0.9632)  loss_vfl_aux_1: 0.8889 (0.9220)  loss_vfl_aux_2: 0.8223 (0.8593)  loss_vfl_aux_3: 0.7985 (0.8229)  loss_vfl_aux_4: 0.7816 (0.8095)  loss_vfl_aux_5: 0.9283 (0.9465)  loss_vfl_dn_0: 0.4870 (0.4976)  loss_vfl_dn_1: 0.4634 (0.4683)  loss_vfl_dn_2: 0.4452 (0.4530)  loss_vfl_dn_3: 0.4403 (0.4454)  loss_vfl_dn_4: 0.4352 (0.4440)  loss_vfl_dn_5: 0.4368 (0.4451)  time: 0.4667  data: 0.0136  max mem: 5652
Epoch: [3]  [ 400/7393]  eta: 0:57:31  lr: 0.000010  loss: 20.6561 (20.8001)  loss_bbox: 0.2050 (0.2124)  loss_bbox_aux_0: 0.2298 (0.2292)  loss_bbox_aux_1: 0.2175 (0.2147)  loss_bbox_aux_2: 0.2104 (0.2120)  loss_bbox_aux_3: 0.2039 (0.2116)  loss_bbox_aux_4: 0.2050 (0.2122)  loss_bbox_aux_5: 0.2944 (0.2915)  loss_bbox_dn_0: 0.4119 (0.4088)  loss_bbox_dn_1: 0.3121 (0.3348)  loss_bbox_dn_2: 0.2846 (0.3153)  loss_bbox_dn_3: 0.2842 (0.3097)  loss_bbox_dn_4: 0.2846 (0.3088)  loss_bbox_dn_5: 0.2848 (0.3088)  loss_giou: 0.5664 (0.6004)  loss_giou_aux_0: 0.5932 (0.6347)  loss_giou_aux_1: 0.5667 (0.6093)  loss_giou_aux_2: 0.5600 (0.6038)  loss_giou_aux_3: 0.5684 (0.6010)  loss_giou_aux_4: 0.5720 (0.6004)  loss_giou_aux_5: 0.7205 (0.7421)  loss_giou_dn_0: 0.7646 (0.7770)  loss_giou_dn_1: 0.6718 (0.6666)  loss_giou_dn_2: 0.6471 (0.6398)  loss_giou_dn_3: 0.6372 (0.6317)  loss_giou_dn_4: 0.6350 (0.6298)  loss_giou_dn_5: 0.6347 (0.6300)  loss_vfl: 0.7899 (0.8078)  loss_vfl_aux_0: 0.9167 (0.9582)  loss_vfl_aux_1: 0.9094 (0.9181)  loss_vfl_aux_2: 0.8534 (0.8571)  loss_vfl_aux_3: 0.7933 (0.8221)  loss_vfl_aux_4: 0.7906 (0.8088)  loss_vfl_aux_5: 0.9307 (0.9409)  loss_vfl_dn_0: 0.4942 (0.4962)  loss_vfl_dn_1: 0.4623 (0.4675)  loss_vfl_dn_2: 0.4590 (0.4527)  loss_vfl_dn_3: 0.4460 (0.4452)  loss_vfl_dn_4: 0.4447 (0.4439)  loss_vfl_dn_5: 0.4439 (0.4452)  time: 0.4627  data: 0.0138  max mem: 5652
Epoch: [3]  [ 500/7393]  eta: 0:56:09  lr: 0.000010  loss: 21.3022 (20.8429)  loss_bbox: 0.2001 (0.2135)  loss_bbox_aux_0: 0.2302 (0.2313)  loss_bbox_aux_1: 0.2111 (0.2170)  loss_bbox_aux_2: 0.1970 (0.2137)  loss_bbox_aux_3: 0.1961 (0.2131)  loss_bbox_aux_4: 0.2016 (0.2134)  loss_bbox_aux_5: 0.2840 (0.2932)  loss_bbox_dn_0: 0.4115 (0.4097)  loss_bbox_dn_1: 0.3452 (0.3358)  loss_bbox_dn_2: 0.3289 (0.3164)  loss_bbox_dn_3: 0.3240 (0.3109)  loss_bbox_dn_4: 0.3218 (0.3099)  loss_bbox_dn_5: 0.3217 (0.3100)  loss_giou: 0.5437 (0.6029)  loss_giou_aux_0: 0.5987 (0.6382)  loss_giou_aux_1: 0.5552 (0.6129)  loss_giou_aux_2: 0.5531 (0.6067)  loss_giou_aux_3: 0.5455 (0.6040)  loss_giou_aux_4: 0.5511 (0.6032)  loss_giou_aux_5: 0.7246 (0.7449)  loss_giou_dn_0: 0.7837 (0.7783)  loss_giou_dn_1: 0.6644 (0.6682)  loss_giou_dn_2: 0.6431 (0.6414)  loss_giou_dn_3: 0.6337 (0.6334)  loss_giou_dn_4: 0.6301 (0.6314)  loss_giou_dn_5: 0.6304 (0.6315)  loss_vfl: 0.8192 (0.8088)  loss_vfl_aux_0: 0.9835 (0.9578)  loss_vfl_aux_1: 0.9149 (0.9158)  loss_vfl_aux_2: 0.8505 (0.8570)  loss_vfl_aux_3: 0.8340 (0.8221)  loss_vfl_aux_4: 0.8192 (0.8099)  loss_vfl_aux_5: 0.9198 (0.9393)  loss_vfl_dn_0: 0.4972 (0.4957)  loss_vfl_dn_1: 0.4691 (0.4670)  loss_vfl_dn_2: 0.4521 (0.4520)  loss_vfl_dn_3: 0.4460 (0.4447)  loss_vfl_dn_4: 0.4400 (0.4432)  loss_vfl_dn_5: 0.4439 (0.4445)  time: 0.4726  data: 0.0138  max mem: 5652
Epoch: [3]  [ 600/7393]  eta: 0:54:59  lr: 0.000010  loss: 20.6955 (20.8037)  loss_bbox: 0.2037 (0.2132)  loss_bbox_aux_0: 0.2203 (0.2307)  loss_bbox_aux_1: 0.2058 (0.2166)  loss_bbox_aux_2: 0.2051 (0.2135)  loss_bbox_aux_3: 0.2082 (0.2127)  loss_bbox_aux_4: 0.2069 (0.2132)  loss_bbox_aux_5: 0.2867 (0.2915)  loss_bbox_dn_0: 0.4053 (0.4080)  loss_bbox_dn_1: 0.3371 (0.3344)  loss_bbox_dn_2: 0.3241 (0.3152)  loss_bbox_dn_3: 0.3190 (0.3097)  loss_bbox_dn_4: 0.3187 (0.3087)  loss_bbox_dn_5: 0.3187 (0.3087)  loss_giou: 0.5304 (0.6007)  loss_giou_aux_0: 0.5609 (0.6359)  loss_giou_aux_1: 0.5284 (0.6105)  loss_giou_aux_2: 0.5212 (0.6043)  loss_giou_aux_3: 0.5250 (0.6018)  loss_giou_aux_4: 0.5275 (0.6010)  loss_giou_aux_5: 0.6840 (0.7420)  loss_giou_dn_0: 0.7415 (0.7762)  loss_giou_dn_1: 0.6252 (0.6662)  loss_giou_dn_2: 0.6027 (0.6396)  loss_giou_dn_3: 0.5950 (0.6315)  loss_giou_dn_4: 0.5926 (0.6296)  loss_giou_dn_5: 0.5925 (0.6297)  loss_vfl: 0.8454 (0.8088)  loss_vfl_aux_0: 0.9705 (0.9574)  loss_vfl_aux_1: 0.9386 (0.9163)  loss_vfl_aux_2: 0.8841 (0.8573)  loss_vfl_aux_3: 0.8475 (0.8224)  loss_vfl_aux_4: 0.8398 (0.8099)  loss_vfl_aux_5: 0.9442 (0.9396)  loss_vfl_dn_0: 0.5043 (0.4958)  loss_vfl_dn_1: 0.4723 (0.4671)  loss_vfl_dn_2: 0.4544 (0.4520)  loss_vfl_dn_3: 0.4470 (0.4446)  loss_vfl_dn_4: 0.4440 (0.4431)  loss_vfl_dn_5: 0.4507 (0.4444)  time: 0.4635  data: 0.0137  max mem: 5652
Epoch: [3]  [ 700/7393]  eta: 0:53:55  lr: 0.000010  loss: 21.6429 (20.7928)  loss_bbox: 0.2288 (0.2129)  loss_bbox_aux_0: 0.2403 (0.2310)  loss_bbox_aux_1: 0.2437 (0.2168)  loss_bbox_aux_2: 0.2379 (0.2136)  loss_bbox_aux_3: 0.2320 (0.2126)  loss_bbox_aux_4: 0.2274 (0.2130)  loss_bbox_aux_5: 0.2932 (0.2915)  loss_bbox_dn_0: 0.4198 (0.4066)  loss_bbox_dn_1: 0.3427 (0.3332)  loss_bbox_dn_2: 0.3299 (0.3143)  loss_bbox_dn_3: 0.3241 (0.3087)  loss_bbox_dn_4: 0.3242 (0.3078)  loss_bbox_dn_5: 0.3240 (0.3078)  loss_giou: 0.5552 (0.6022)  loss_giou_aux_0: 0.6199 (0.6378)  loss_giou_aux_1: 0.5805 (0.6119)  loss_giou_aux_2: 0.5678 (0.6056)  loss_giou_aux_3: 0.5639 (0.6031)  loss_giou_aux_4: 0.5619 (0.6026)  loss_giou_aux_5: 0.7245 (0.7438)  loss_giou_dn_0: 0.7658 (0.7764)  loss_giou_dn_1: 0.6682 (0.6665)  loss_giou_dn_2: 0.6387 (0.6400)  loss_giou_dn_3: 0.6326 (0.6320)  loss_giou_dn_4: 0.6331 (0.6300)  loss_giou_dn_5: 0.6336 (0.6301)  loss_vfl: 0.8313 (0.8063)  loss_vfl_aux_0: 0.9719 (0.9538)  loss_vfl_aux_1: 0.9616 (0.9151)  loss_vfl_aux_2: 0.8923 (0.8547)  loss_vfl_aux_3: 0.8576 (0.8200)  loss_vfl_aux_4: 0.8225 (0.8073)  loss_vfl_aux_5: 0.9516 (0.9359)  loss_vfl_dn_0: 0.5026 (0.4959)  loss_vfl_dn_1: 0.4643 (0.4671)  loss_vfl_dn_2: 0.4564 (0.4521)  loss_vfl_dn_3: 0.4516 (0.4448)  loss_vfl_dn_4: 0.4486 (0.4433)  loss_vfl_dn_5: 0.4502 (0.4447)  time: 0.4693  data: 0.0141  max mem: 5652
Epoch: [3]  [ 800/7393]  eta: 0:52:58  lr: 0.000010  loss: 20.9288 (20.7736)  loss_bbox: 0.2154 (0.2136)  loss_bbox_aux_0: 0.2081 (0.2316)  loss_bbox_aux_1: 0.2041 (0.2172)  loss_bbox_aux_2: 0.1976 (0.2140)  loss_bbox_aux_3: 0.2107 (0.2133)  loss_bbox_aux_4: 0.2155 (0.2138)  loss_bbox_aux_5: 0.2899 (0.2926)  loss_bbox_dn_0: 0.3714 (0.4086)  loss_bbox_dn_1: 0.3139 (0.3348)  loss_bbox_dn_2: 0.3020 (0.3158)  loss_bbox_dn_3: 0.2935 (0.3101)  loss_bbox_dn_4: 0.2916 (0.3092)  loss_bbox_dn_5: 0.2913 (0.3092)  loss_giou: 0.6192 (0.5982)  loss_giou_aux_0: 0.6729 (0.6338)  loss_giou_aux_1: 0.6294 (0.6077)  loss_giou_aux_2: 0.6245 (0.6015)  loss_giou_aux_3: 0.6052 (0.5990)  loss_giou_aux_4: 0.6118 (0.5986)  loss_giou_aux_5: 0.7645 (0.7400)  loss_giou_dn_0: 0.7895 (0.7743)  loss_giou_dn_1: 0.6756 (0.6641)  loss_giou_dn_2: 0.6506 (0.6375)  loss_giou_dn_3: 0.6405 (0.6293)  loss_giou_dn_4: 0.6392 (0.6273)  loss_giou_dn_5: 0.6393 (0.6275)  loss_vfl: 0.7788 (0.8065)  loss_vfl_aux_0: 0.9511 (0.9565)  loss_vfl_aux_1: 0.9088 (0.9171)  loss_vfl_aux_2: 0.8383 (0.8565)  loss_vfl_aux_3: 0.7975 (0.8210)  loss_vfl_aux_4: 0.7820 (0.8078)  loss_vfl_aux_5: 0.9026 (0.9375)  loss_vfl_dn_0: 0.4932 (0.4965)  loss_vfl_dn_1: 0.4604 (0.4674)  loss_vfl_dn_2: 0.4475 (0.4522)  loss_vfl_dn_3: 0.4417 (0.4447)  loss_vfl_dn_4: 0.4347 (0.4431)  loss_vfl_dn_5: 0.4328 (0.4444)  time: 0.4615  data: 0.0143  max mem: 5652
Epoch: [3]  [ 900/7393]  eta: 0:51:55  lr: 0.000010  loss: 20.2351 (20.7733)  loss_bbox: 0.2111 (0.2138)  loss_bbox_aux_0: 0.2267 (0.2317)  loss_bbox_aux_1: 0.2085 (0.2172)  loss_bbox_aux_2: 0.2085 (0.2143)  loss_bbox_aux_3: 0.2066 (0.2135)  loss_bbox_aux_4: 0.2046 (0.2140)  loss_bbox_aux_5: 0.2889 (0.2924)  loss_bbox_dn_0: 0.4273 (0.4087)  loss_bbox_dn_1: 0.3413 (0.3349)  loss_bbox_dn_2: 0.3299 (0.3159)  loss_bbox_dn_3: 0.3223 (0.3103)  loss_bbox_dn_4: 0.3188 (0.3094)  loss_bbox_dn_5: 0.3198 (0.3094)  loss_giou: 0.5000 (0.5985)  loss_giou_aux_0: 0.5345 (0.6337)  loss_giou_aux_1: 0.4984 (0.6078)  loss_giou_aux_2: 0.5082 (0.6017)  loss_giou_aux_3: 0.5018 (0.5992)  loss_giou_aux_4: 0.5016 (0.5988)  loss_giou_aux_5: 0.6278 (0.7397)  loss_giou_dn_0: 0.7399 (0.7744)  loss_giou_dn_1: 0.6089 (0.6644)  loss_giou_dn_2: 0.5845 (0.6378)  loss_giou_dn_3: 0.5691 (0.6296)  loss_giou_dn_4: 0.5654 (0.6277)  loss_giou_dn_5: 0.5652 (0.6278)  loss_vfl: 0.8619 (0.8059)  loss_vfl_aux_0: 1.0162 (0.9561)  loss_vfl_aux_1: 0.9819 (0.9167)  loss_vfl_aux_2: 0.9007 (0.8558)  loss_vfl_aux_3: 0.8609 (0.8206)  loss_vfl_aux_4: 0.8657 (0.8071)  loss_vfl_aux_5: 0.9869 (0.9376)  loss_vfl_dn_0: 0.5041 (0.4963)  loss_vfl_dn_1: 0.4710 (0.4672)  loss_vfl_dn_2: 0.4542 (0.4520)  loss_vfl_dn_3: 0.4472 (0.4444)  loss_vfl_dn_4: 0.4490 (0.4428)  loss_vfl_dn_5: 0.4462 (0.4441)  time: 0.4770  data: 0.0142  max mem: 5652
Epoch: [3]  [1000/7393]  eta: 0:50:59  lr: 0.000010  loss: 20.6954 (20.7829)  loss_bbox: 0.1993 (0.2138)  loss_bbox_aux_0: 0.2150 (0.2316)  loss_bbox_aux_1: 0.2147 (0.2173)  loss_bbox_aux_2: 0.2037 (0.2145)  loss_bbox_aux_3: 0.1938 (0.2135)  loss_bbox_aux_4: 0.1936 (0.2139)  loss_bbox_aux_5: 0.2666 (0.2919)  loss_bbox_dn_0: 0.3848 (0.4080)  loss_bbox_dn_1: 0.3328 (0.3344)  loss_bbox_dn_2: 0.3220 (0.3153)  loss_bbox_dn_3: 0.3210 (0.3097)  loss_bbox_dn_4: 0.3202 (0.3088)  loss_bbox_dn_5: 0.3202 (0.3087)  loss_giou: 0.5881 (0.6002)  loss_giou_aux_0: 0.6398 (0.6354)  loss_giou_aux_1: 0.6099 (0.6096)  loss_giou_aux_2: 0.5993 (0.6035)  loss_giou_aux_3: 0.5922 (0.6008)  loss_giou_aux_4: 0.5881 (0.6005)  loss_giou_aux_5: 0.7617 (0.7409)  loss_giou_dn_0: 0.7876 (0.7757)  loss_giou_dn_1: 0.6908 (0.6660)  loss_giou_dn_2: 0.6683 (0.6394)  loss_giou_dn_3: 0.6594 (0.6312)  loss_giou_dn_4: 0.6584 (0.6292)  loss_giou_dn_5: 0.6585 (0.6294)  loss_vfl: 0.8212 (0.8057)  loss_vfl_aux_0: 0.9292 (0.9550)  loss_vfl_aux_1: 0.8978 (0.9158)  loss_vfl_aux_2: 0.8666 (0.8551)  loss_vfl_aux_3: 0.8202 (0.8205)  loss_vfl_aux_4: 0.8114 (0.8070)  loss_vfl_aux_5: 0.8758 (0.9369)  loss_vfl_dn_0: 0.4909 (0.4958)  loss_vfl_dn_1: 0.4580 (0.4666)  loss_vfl_dn_2: 0.4452 (0.4515)  loss_vfl_dn_3: 0.4419 (0.4439)  loss_vfl_dn_4: 0.4398 (0.4424)  loss_vfl_dn_5: 0.4416 (0.4437)  time: 0.4616  data: 0.0135  max mem: 5652
Epoch: [3]  [1100/7393]  eta: 0:50:02  lr: 0.000010  loss: 20.3038 (20.7635)  loss_bbox: 0.2085 (0.2137)  loss_bbox_aux_0: 0.2287 (0.2318)  loss_bbox_aux_1: 0.2221 (0.2173)  loss_bbox_aux_2: 0.2140 (0.2144)  loss_bbox_aux_3: 0.2064 (0.2133)  loss_bbox_aux_4: 0.2053 (0.2136)  loss_bbox_aux_5: 0.2869 (0.2926)  loss_bbox_dn_0: 0.4025 (0.4087)  loss_bbox_dn_1: 0.3190 (0.3349)  loss_bbox_dn_2: 0.3043 (0.3156)  loss_bbox_dn_3: 0.3014 (0.3100)  loss_bbox_dn_4: 0.2968 (0.3091)  loss_bbox_dn_5: 0.2965 (0.3091)  loss_giou: 0.5692 (0.5976)  loss_giou_aux_0: 0.5970 (0.6331)  loss_giou_aux_1: 0.5805 (0.6071)  loss_giou_aux_2: 0.5840 (0.6009)  loss_giou_aux_3: 0.5580 (0.5982)  loss_giou_aux_4: 0.5598 (0.5979)  loss_giou_aux_5: 0.6878 (0.7389)  loss_giou_dn_0: 0.7459 (0.7742)  loss_giou_dn_1: 0.6491 (0.6644)  loss_giou_dn_2: 0.6206 (0.6376)  loss_giou_dn_3: 0.6092 (0.6294)  loss_giou_dn_4: 0.6060 (0.6274)  loss_giou_dn_5: 0.6063 (0.6276)  loss_vfl: 0.7705 (0.8064)  loss_vfl_aux_0: 0.9107 (0.9556)  loss_vfl_aux_1: 0.8578 (0.9167)  loss_vfl_aux_2: 0.8170 (0.8556)  loss_vfl_aux_3: 0.7833 (0.8210)  loss_vfl_aux_4: 0.7680 (0.8080)  loss_vfl_aux_5: 0.9011 (0.9379)  loss_vfl_dn_0: 0.4959 (0.4961)  loss_vfl_dn_1: 0.4616 (0.4667)  loss_vfl_dn_2: 0.4429 (0.4514)  loss_vfl_dn_3: 0.4339 (0.4438)  loss_vfl_dn_4: 0.4329 (0.4423)  loss_vfl_dn_5: 0.4327 (0.4436)  time: 0.4605  data: 0.0149  max mem: 5652
Epoch: [3]  [1200/7393]  eta: 0:49:06  lr: 0.000010  loss: 20.9415 (20.7692)  loss_bbox: 0.2099 (0.2136)  loss_bbox_aux_0: 0.2281 (0.2316)  loss_bbox_aux_1: 0.2171 (0.2172)  loss_bbox_aux_2: 0.2161 (0.2144)  loss_bbox_aux_3: 0.2179 (0.2133)  loss_bbox_aux_4: 0.2123 (0.2137)  loss_bbox_aux_5: 0.3025 (0.2927)  loss_bbox_dn_0: 0.4375 (0.4094)  loss_bbox_dn_1: 0.3666 (0.3357)  loss_bbox_dn_2: 0.3494 (0.3164)  loss_bbox_dn_3: 0.3443 (0.3108)  loss_bbox_dn_4: 0.3439 (0.3099)  loss_bbox_dn_5: 0.3436 (0.3099)  loss_giou: 0.5370 (0.5969)  loss_giou_aux_0: 0.5618 (0.6321)  loss_giou_aux_1: 0.5420 (0.6063)  loss_giou_aux_2: 0.5430 (0.6003)  loss_giou_aux_3: 0.5503 (0.5975)  loss_giou_aux_4: 0.5311 (0.5972)  loss_giou_aux_5: 0.7037 (0.7381)  loss_giou_dn_0: 0.7457 (0.7736)  loss_giou_dn_1: 0.6433 (0.6639)  loss_giou_dn_2: 0.6121 (0.6371)  loss_giou_dn_3: 0.6023 (0.6289)  loss_giou_dn_4: 0.6020 (0.6270)  loss_giou_dn_5: 0.6022 (0.6271)  loss_vfl: 0.8805 (0.8075)  loss_vfl_aux_0: 1.0514 (0.9572)  loss_vfl_aux_1: 0.9858 (0.9185)  loss_vfl_aux_2: 0.9171 (0.8570)  loss_vfl_aux_3: 0.8933 (0.8223)  loss_vfl_aux_4: 0.8909 (0.8093)  loss_vfl_aux_5: 0.9924 (0.9389)  loss_vfl_dn_0: 0.5039 (0.4964)  loss_vfl_dn_1: 0.4686 (0.4667)  loss_vfl_dn_2: 0.4502 (0.4514)  loss_vfl_dn_3: 0.4398 (0.4437)  loss_vfl_dn_4: 0.4377 (0.4423)  loss_vfl_dn_5: 0.4400 (0.4436)  time: 0.4556  data: 0.0136  max mem: 5652
Epoch: [3]  [1300/7393]  eta: 0:48:15  lr: 0.000010  loss: 20.9872 (20.7744)  loss_bbox: 0.2237 (0.2136)  loss_bbox_aux_0: 0.2453 (0.2316)  loss_bbox_aux_1: 0.2346 (0.2171)  loss_bbox_aux_2: 0.2172 (0.2143)  loss_bbox_aux_3: 0.2285 (0.2133)  loss_bbox_aux_4: 0.2244 (0.2135)  loss_bbox_aux_5: 0.3054 (0.2925)  loss_bbox_dn_0: 0.4126 (0.4094)  loss_bbox_dn_1: 0.3464 (0.3358)  loss_bbox_dn_2: 0.3276 (0.3166)  loss_bbox_dn_3: 0.3213 (0.3110)  loss_bbox_dn_4: 0.3186 (0.3101)  loss_bbox_dn_5: 0.3189 (0.3100)  loss_giou: 0.5932 (0.5967)  loss_giou_aux_0: 0.6256 (0.6318)  loss_giou_aux_1: 0.5948 (0.6061)  loss_giou_aux_2: 0.5914 (0.6000)  loss_giou_aux_3: 0.5948 (0.5974)  loss_giou_aux_4: 0.5920 (0.5970)  loss_giou_aux_5: 0.6827 (0.7376)  loss_giou_dn_0: 0.7573 (0.7737)  loss_giou_dn_1: 0.6524 (0.6640)  loss_giou_dn_2: 0.6305 (0.6373)  loss_giou_dn_3: 0.6183 (0.6290)  loss_giou_dn_4: 0.6157 (0.6271)  loss_giou_dn_5: 0.6159 (0.6272)  loss_vfl: 0.7784 (0.8083)  loss_vfl_aux_0: 0.9670 (0.9573)  loss_vfl_aux_1: 0.9140 (0.9194)  loss_vfl_aux_2: 0.8609 (0.8579)  loss_vfl_aux_3: 0.7954 (0.8228)  loss_vfl_aux_4: 0.7782 (0.8101)  loss_vfl_aux_5: 0.9333 (0.9385)  loss_vfl_dn_0: 0.4975 (0.4966)  loss_vfl_dn_1: 0.4694 (0.4670)  loss_vfl_dn_2: 0.4571 (0.4517)  loss_vfl_dn_3: 0.4506 (0.4441)  loss_vfl_dn_4: 0.4470 (0.4427)  loss_vfl_dn_5: 0.4486 (0.4441)  time: 0.4618  data: 0.0140  max mem: 5652
Epoch: [3]  [1400/7393]  eta: 0:47:25  lr: 0.000010  loss: 20.8647 (20.7726)  loss_bbox: 0.2122 (0.2139)  loss_bbox_aux_0: 0.2368 (0.2319)  loss_bbox_aux_1: 0.2191 (0.2176)  loss_bbox_aux_2: 0.2119 (0.2147)  loss_bbox_aux_3: 0.2127 (0.2137)  loss_bbox_aux_4: 0.2116 (0.2138)  loss_bbox_aux_5: 0.3004 (0.2927)  loss_bbox_dn_0: 0.3972 (0.4092)  loss_bbox_dn_1: 0.3223 (0.3355)  loss_bbox_dn_2: 0.3098 (0.3163)  loss_bbox_dn_3: 0.3016 (0.3107)  loss_bbox_dn_4: 0.3006 (0.3098)  loss_bbox_dn_5: 0.3006 (0.3097)  loss_giou: 0.6151 (0.5963)  loss_giou_aux_0: 0.6302 (0.6314)  loss_giou_aux_1: 0.6111 (0.6057)  loss_giou_aux_2: 0.6150 (0.5995)  loss_giou_aux_3: 0.6104 (0.5970)  loss_giou_aux_4: 0.5986 (0.5966)  loss_giou_aux_5: 0.7167 (0.7370)  loss_giou_dn_0: 0.7608 (0.7734)  loss_giou_dn_1: 0.6713 (0.6637)  loss_giou_dn_2: 0.6539 (0.6370)  loss_giou_dn_3: 0.6473 (0.6288)  loss_giou_dn_4: 0.6457 (0.6269)  loss_giou_dn_5: 0.6458 (0.6270)  loss_vfl: 0.8031 (0.8085)  loss_vfl_aux_0: 0.9337 (0.9575)  loss_vfl_aux_1: 0.8958 (0.9195)  loss_vfl_aux_2: 0.8406 (0.8581)  loss_vfl_aux_3: 0.8069 (0.8230)  loss_vfl_aux_4: 0.7972 (0.8105)  loss_vfl_aux_5: 0.8895 (0.9387)  loss_vfl_dn_0: 0.4967 (0.4967)  loss_vfl_dn_1: 0.4636 (0.4672)  loss_vfl_dn_2: 0.4482 (0.4518)  loss_vfl_dn_3: 0.4428 (0.4443)  loss_vfl_dn_4: 0.4390 (0.4429)  loss_vfl_dn_5: 0.4416 (0.4443)  time: 0.4740  data: 0.0141  max mem: 5652
Epoch: [3]  [1500/7393]  eta: 0:46:34  lr: 0.000010  loss: 20.6872 (20.7749)  loss_bbox: 0.2057 (0.2144)  loss_bbox_aux_0: 0.2148 (0.2320)  loss_bbox_aux_1: 0.2111 (0.2179)  loss_bbox_aux_2: 0.2107 (0.2151)  loss_bbox_aux_3: 0.2011 (0.2140)  loss_bbox_aux_4: 0.2063 (0.2143)  loss_bbox_aux_5: 0.2791 (0.2926)  loss_bbox_dn_0: 0.3580 (0.4088)  loss_bbox_dn_1: 0.2973 (0.3353)  loss_bbox_dn_2: 0.2782 (0.3160)  loss_bbox_dn_3: 0.2775 (0.3105)  loss_bbox_dn_4: 0.2802 (0.3095)  loss_bbox_dn_5: 0.2800 (0.3094)  loss_giou: 0.6292 (0.5964)  loss_giou_aux_0: 0.6631 (0.6314)  loss_giou_aux_1: 0.6487 (0.6058)  loss_giou_aux_2: 0.6360 (0.5995)  loss_giou_aux_3: 0.6280 (0.5970)  loss_giou_aux_4: 0.6281 (0.5966)  loss_giou_aux_5: 0.7640 (0.7366)  loss_giou_dn_0: 0.7922 (0.7737)  loss_giou_dn_1: 0.6814 (0.6639)  loss_giou_dn_2: 0.6589 (0.6371)  loss_giou_dn_3: 0.6518 (0.6289)  loss_giou_dn_4: 0.6492 (0.6270)  loss_giou_dn_5: 0.6493 (0.6271)  loss_vfl: 0.7415 (0.8084)  loss_vfl_aux_0: 0.9028 (0.9580)  loss_vfl_aux_1: 0.8725 (0.9197)  loss_vfl_aux_2: 0.7840 (0.8583)  loss_vfl_aux_3: 0.7588 (0.8231)  loss_vfl_aux_4: 0.7409 (0.8105)  loss_vfl_aux_5: 0.8906 (0.9391)  loss_vfl_dn_0: 0.4928 (0.4966)  loss_vfl_dn_1: 0.4632 (0.4673)  loss_vfl_dn_2: 0.4481 (0.4518)  loss_vfl_dn_3: 0.4403 (0.4442)  loss_vfl_dn_4: 0.4404 (0.4429)  loss_vfl_dn_5: 0.4413 (0.4442)  time: 0.4786  data: 0.0141  max mem: 5652
Epoch: [3]  [1600/7393]  eta: 0:45:45  lr: 0.000010  loss: 20.2273 (20.7620)  loss_bbox: 0.1967 (0.2139)  loss_bbox_aux_0: 0.2094 (0.2314)  loss_bbox_aux_1: 0.1907 (0.2174)  loss_bbox_aux_2: 0.1933 (0.2145)  loss_bbox_aux_3: 0.1982 (0.2135)  loss_bbox_aux_4: 0.1920 (0.2138)  loss_bbox_aux_5: 0.2710 (0.2922)  loss_bbox_dn_0: 0.3450 (0.4082)  loss_bbox_dn_1: 0.2950 (0.3347)  loss_bbox_dn_2: 0.2737 (0.3156)  loss_bbox_dn_3: 0.2677 (0.3100)  loss_bbox_dn_4: 0.2665 (0.3090)  loss_bbox_dn_5: 0.2666 (0.3090)  loss_giou: 0.6191 (0.5960)  loss_giou_aux_0: 0.6401 (0.6308)  loss_giou_aux_1: 0.6146 (0.6053)  loss_giou_aux_2: 0.6063 (0.5990)  loss_giou_aux_3: 0.6124 (0.5966)  loss_giou_aux_4: 0.6117 (0.5963)  loss_giou_aux_5: 0.7326 (0.7362)  loss_giou_dn_0: 0.7807 (0.7734)  loss_giou_dn_1: 0.6714 (0.6635)  loss_giou_dn_2: 0.6491 (0.6367)  loss_giou_dn_3: 0.6403 (0.6285)  loss_giou_dn_4: 0.6388 (0.6266)  loss_giou_dn_5: 0.6390 (0.6267)  loss_vfl: 0.7640 (0.8083)  loss_vfl_aux_0: 0.8996 (0.9578)  loss_vfl_aux_1: 0.8556 (0.9194)  loss_vfl_aux_2: 0.8215 (0.8583)  loss_vfl_aux_3: 0.7757 (0.8232)  loss_vfl_aux_4: 0.7673 (0.8105)  loss_vfl_aux_5: 0.8908 (0.9389)  loss_vfl_dn_0: 0.4917 (0.4967)  loss_vfl_dn_1: 0.4581 (0.4671)  loss_vfl_dn_2: 0.4408 (0.4517)  loss_vfl_dn_3: 0.4340 (0.4441)  loss_vfl_dn_4: 0.4345 (0.4428)  loss_vfl_dn_5: 0.4331 (0.4441)  time: 0.4643  data: 0.0140  max mem: 5652
Epoch: [3]  [1700/7393]  eta: 0:44:56  lr: 0.000010  loss: 20.8001 (20.7503)  loss_bbox: 0.2067 (0.2138)  loss_bbox_aux_0: 0.2205 (0.2313)  loss_bbox_aux_1: 0.2174 (0.2174)  loss_bbox_aux_2: 0.2168 (0.2144)  loss_bbox_aux_3: 0.2181 (0.2134)  loss_bbox_aux_4: 0.2190 (0.2137)  loss_bbox_aux_5: 0.2765 (0.2921)  loss_bbox_dn_0: 0.4268 (0.4072)  loss_bbox_dn_1: 0.3413 (0.3338)  loss_bbox_dn_2: 0.3230 (0.3148)  loss_bbox_dn_3: 0.3185 (0.3092)  loss_bbox_dn_4: 0.3129 (0.3082)  loss_bbox_dn_5: 0.3121 (0.3081)  loss_giou: 0.5140 (0.5964)  loss_giou_aux_0: 0.5501 (0.6316)  loss_giou_aux_1: 0.5370 (0.6059)  loss_giou_aux_2: 0.5288 (0.5995)  loss_giou_aux_3: 0.5243 (0.5970)  loss_giou_aux_4: 0.5162 (0.5966)  loss_giou_aux_5: 0.6774 (0.7368)  loss_giou_dn_0: 0.7826 (0.7734)  loss_giou_dn_1: 0.6461 (0.6635)  loss_giou_dn_2: 0.6152 (0.6368)  loss_giou_dn_3: 0.6065 (0.6286)  loss_giou_dn_4: 0.6037 (0.6267)  loss_giou_dn_5: 0.6039 (0.6268)  loss_vfl: 0.8284 (0.8076)  loss_vfl_aux_0: 0.9668 (0.9563)  loss_vfl_aux_1: 0.9264 (0.9177)  loss_vfl_aux_2: 0.8822 (0.8571)  loss_vfl_aux_3: 0.8449 (0.8224)  loss_vfl_aux_4: 0.8309 (0.8098)  loss_vfl_aux_5: 0.9237 (0.9373)  loss_vfl_dn_0: 0.5040 (0.4965)  loss_vfl_dn_1: 0.4720 (0.4669)  loss_vfl_dn_2: 0.4539 (0.4515)  loss_vfl_dn_3: 0.4470 (0.4439)  loss_vfl_dn_4: 0.4456 (0.4425)  loss_vfl_dn_5: 0.4475 (0.4438)  time: 0.4618  data: 0.0145  max mem: 5652
Epoch: [3]  [1800/7393]  eta: 0:44:10  lr: 0.000010  loss: 20.1075 (20.7516)  loss_bbox: 0.1946 (0.2137)  loss_bbox_aux_0: 0.2170 (0.2309)  loss_bbox_aux_1: 0.1963 (0.2172)  loss_bbox_aux_2: 0.2068 (0.2142)  loss_bbox_aux_3: 0.1982 (0.2131)  loss_bbox_aux_4: 0.1944 (0.2135)  loss_bbox_aux_5: 0.2856 (0.2916)  loss_bbox_dn_0: 0.3882 (0.4058)  loss_bbox_dn_1: 0.3214 (0.3328)  loss_bbox_dn_2: 0.2979 (0.3138)  loss_bbox_dn_3: 0.2884 (0.3082)  loss_bbox_dn_4: 0.2851 (0.3071)  loss_bbox_dn_5: 0.2851 (0.3070)  loss_giou: 0.5647 (0.5982)  loss_giou_aux_0: 0.5996 (0.6331)  loss_giou_aux_1: 0.5659 (0.6076)  loss_giou_aux_2: 0.5660 (0.6012)  loss_giou_aux_3: 0.5630 (0.5988)  loss_giou_aux_4: 0.5647 (0.5984)  loss_giou_aux_5: 0.6998 (0.7382)  loss_giou_dn_0: 0.7622 (0.7742)  loss_giou_dn_1: 0.6528 (0.6645)  loss_giou_dn_2: 0.6260 (0.6378)  loss_giou_dn_3: 0.6164 (0.6296)  loss_giou_dn_4: 0.6145 (0.6277)  loss_giou_dn_5: 0.6142 (0.6278)  loss_vfl: 0.7775 (0.8066)  loss_vfl_aux_0: 0.9366 (0.9554)  loss_vfl_aux_1: 0.8732 (0.9167)  loss_vfl_aux_2: 0.8319 (0.8563)  loss_vfl_aux_3: 0.8040 (0.8216)  loss_vfl_aux_4: 0.7849 (0.8090)  loss_vfl_aux_5: 0.8910 (0.9359)  loss_vfl_dn_0: 0.4951 (0.4963)  loss_vfl_dn_1: 0.4620 (0.4667)  loss_vfl_dn_2: 0.4419 (0.4513)  loss_vfl_dn_3: 0.4334 (0.4437)  loss_vfl_dn_4: 0.4329 (0.4424)  loss_vfl_dn_5: 0.4336 (0.4437)  time: 0.4807  data: 0.0138  max mem: 5652
Epoch: [3]  [1900/7393]  eta: 0:43:20  lr: 0.000010  loss: 20.3714 (20.7530)  loss_bbox: 0.2274 (0.2140)  loss_bbox_aux_0: 0.2317 (0.2311)  loss_bbox_aux_1: 0.2196 (0.2175)  loss_bbox_aux_2: 0.2259 (0.2146)  loss_bbox_aux_3: 0.2259 (0.2135)  loss_bbox_aux_4: 0.2273 (0.2138)  loss_bbox_aux_5: 0.3102 (0.2919)  loss_bbox_dn_0: 0.4290 (0.4067)  loss_bbox_dn_1: 0.3599 (0.3335)  loss_bbox_dn_2: 0.3407 (0.3144)  loss_bbox_dn_3: 0.3337 (0.3088)  loss_bbox_dn_4: 0.3325 (0.3077)  loss_bbox_dn_5: 0.3324 (0.3076)  loss_giou: 0.5340 (0.5977)  loss_giou_aux_0: 0.5537 (0.6324)  loss_giou_aux_1: 0.5408 (0.6072)  loss_giou_aux_2: 0.5288 (0.6007)  loss_giou_aux_3: 0.5289 (0.5982)  loss_giou_aux_4: 0.5294 (0.5978)  loss_giou_aux_5: 0.6706 (0.7375)  loss_giou_dn_0: 0.7628 (0.7739)  loss_giou_dn_1: 0.6435 (0.6642)  loss_giou_dn_2: 0.6071 (0.6375)  loss_giou_dn_3: 0.5934 (0.6293)  loss_giou_dn_4: 0.5902 (0.6274)  loss_giou_dn_5: 0.5898 (0.6275)  loss_vfl: 0.7744 (0.8067)  loss_vfl_aux_0: 0.9314 (0.9562)  loss_vfl_aux_1: 0.8700 (0.9167)  loss_vfl_aux_2: 0.8295 (0.8562)  loss_vfl_aux_3: 0.7978 (0.8216)  loss_vfl_aux_4: 0.7701 (0.8092)  loss_vfl_aux_5: 0.9280 (0.9364)  loss_vfl_dn_0: 0.4877 (0.4961)  loss_vfl_dn_1: 0.4603 (0.4666)  loss_vfl_dn_2: 0.4449 (0.4512)  loss_vfl_dn_3: 0.4360 (0.4437)  loss_vfl_dn_4: 0.4324 (0.4424)  loss_vfl_dn_5: 0.4355 (0.4436)  time: 0.4646  data: 0.0144  max mem: 5652
Epoch: [3]  [2000/7393]  eta: 0:42:30  lr: 0.000010  loss: 20.4219 (20.7464)  loss_bbox: 0.2151 (0.2140)  loss_bbox_aux_0: 0.2427 (0.2314)  loss_bbox_aux_1: 0.2251 (0.2177)  loss_bbox_aux_2: 0.2239 (0.2147)  loss_bbox_aux_3: 0.2197 (0.2136)  loss_bbox_aux_4: 0.2154 (0.2139)  loss_bbox_aux_5: 0.2971 (0.2919)  loss_bbox_dn_0: 0.3552 (0.4062)  loss_bbox_dn_1: 0.2991 (0.3331)  loss_bbox_dn_2: 0.2866 (0.3140)  loss_bbox_dn_3: 0.2853 (0.3084)  loss_bbox_dn_4: 0.2869 (0.3072)  loss_bbox_dn_5: 0.2868 (0.3072)  loss_giou: 0.6225 (0.5977)  loss_giou_aux_0: 0.6586 (0.6327)  loss_giou_aux_1: 0.6393 (0.6074)  loss_giou_aux_2: 0.6312 (0.6009)  loss_giou_aux_3: 0.6200 (0.5983)  loss_giou_aux_4: 0.6194 (0.5978)  loss_giou_aux_5: 0.7355 (0.7374)  loss_giou_dn_0: 0.7741 (0.7738)  loss_giou_dn_1: 0.6701 (0.6641)  loss_giou_dn_2: 0.6416 (0.6373)  loss_giou_dn_3: 0.6368 (0.6291)  loss_giou_dn_4: 0.6343 (0.6272)  loss_giou_dn_5: 0.6346 (0.6273)  loss_vfl: 0.7521 (0.8065)  loss_vfl_aux_0: 0.9032 (0.9555)  loss_vfl_aux_1: 0.8546 (0.9160)  loss_vfl_aux_2: 0.7819 (0.8556)  loss_vfl_aux_3: 0.7476 (0.8212)  loss_vfl_aux_4: 0.7506 (0.8089)  loss_vfl_aux_5: 0.9057 (0.9361)  loss_vfl_dn_0: 0.4890 (0.4960)  loss_vfl_dn_1: 0.4562 (0.4663)  loss_vfl_dn_2: 0.4386 (0.4510)  loss_vfl_dn_3: 0.4302 (0.4435)  loss_vfl_dn_4: 0.4293 (0.4422)  loss_vfl_dn_5: 0.4292 (0.4434)  time: 0.4648  data: 0.0140  max mem: 5652
Epoch: [3]  [2100/7393]  eta: 0:41:42  lr: 0.000010  loss: 20.9467 (20.7467)  loss_bbox: 0.2027 (0.2141)  loss_bbox_aux_0: 0.2157 (0.2312)  loss_bbox_aux_1: 0.2060 (0.2177)  loss_bbox_aux_2: 0.1975 (0.2147)  loss_bbox_aux_3: 0.1925 (0.2136)  loss_bbox_aux_4: 0.2007 (0.2140)  loss_bbox_aux_5: 0.2738 (0.2917)  loss_bbox_dn_0: 0.3487 (0.4060)  loss_bbox_dn_1: 0.2980 (0.3330)  loss_bbox_dn_2: 0.2782 (0.3139)  loss_bbox_dn_3: 0.2734 (0.3083)  loss_bbox_dn_4: 0.2716 (0.3071)  loss_bbox_dn_5: 0.2716 (0.3070)  loss_giou: 0.5856 (0.5979)  loss_giou_aux_0: 0.6174 (0.6328)  loss_giou_aux_1: 0.5867 (0.6076)  loss_giou_aux_2: 0.5888 (0.6011)  loss_giou_aux_3: 0.5856 (0.5985)  loss_giou_aux_4: 0.5867 (0.5980)  loss_giou_aux_5: 0.7485 (0.7372)  loss_giou_dn_0: 0.7934 (0.7737)  loss_giou_dn_1: 0.6889 (0.6641)  loss_giou_dn_2: 0.6567 (0.6374)  loss_giou_dn_3: 0.6491 (0.6292)  loss_giou_dn_4: 0.6470 (0.6273)  loss_giou_dn_5: 0.6471 (0.6274)  loss_vfl: 0.8144 (0.8066)  loss_vfl_aux_0: 0.9499 (0.9558)  loss_vfl_aux_1: 0.8960 (0.9159)  loss_vfl_aux_2: 0.8545 (0.8555)  loss_vfl_aux_3: 0.8182 (0.8211)  loss_vfl_aux_4: 0.8094 (0.8089)  loss_vfl_aux_5: 0.8847 (0.9361)  loss_vfl_dn_0: 0.4885 (0.4959)  loss_vfl_dn_1: 0.4589 (0.4663)  loss_vfl_dn_2: 0.4499 (0.4510)  loss_vfl_dn_3: 0.4481 (0.4435)  loss_vfl_dn_4: 0.4401 (0.4422)  loss_vfl_dn_5: 0.4416 (0.4434)  time: 0.4684  data: 0.0146  max mem: 5652
Epoch: [3]  [2200/7393]  eta: 0:40:51  lr: 0.000010  loss: 20.2695 (20.7326)  loss_bbox: 0.2212 (0.2140)  loss_bbox_aux_0: 0.2335 (0.2312)  loss_bbox_aux_1: 0.2217 (0.2176)  loss_bbox_aux_2: 0.2204 (0.2146)  loss_bbox_aux_3: 0.2188 (0.2135)  loss_bbox_aux_4: 0.2213 (0.2139)  loss_bbox_aux_5: 0.2878 (0.2915)  loss_bbox_dn_0: 0.4133 (0.4061)  loss_bbox_dn_1: 0.3443 (0.3330)  loss_bbox_dn_2: 0.3217 (0.3139)  loss_bbox_dn_3: 0.3153 (0.3083)  loss_bbox_dn_4: 0.3143 (0.3071)  loss_bbox_dn_5: 0.3142 (0.3070)  loss_giou: 0.5440 (0.5969)  loss_giou_aux_0: 0.5654 (0.6317)  loss_giou_aux_1: 0.5384 (0.6065)  loss_giou_aux_2: 0.5346 (0.6001)  loss_giou_aux_3: 0.5365 (0.5975)  loss_giou_aux_4: 0.5348 (0.5970)  loss_giou_aux_5: 0.6467 (0.7359)  loss_giou_dn_0: 0.7389 (0.7730)  loss_giou_dn_1: 0.6255 (0.6632)  loss_giou_dn_2: 0.5944 (0.6365)  loss_giou_dn_3: 0.5844 (0.6283)  loss_giou_dn_4: 0.5813 (0.6263)  loss_giou_dn_5: 0.5817 (0.6265)  loss_vfl: 0.8108 (0.8066)  loss_vfl_aux_0: 0.9464 (0.9558)  loss_vfl_aux_1: 0.9069 (0.9158)  loss_vfl_aux_2: 0.8478 (0.8553)  loss_vfl_aux_3: 0.8263 (0.8211)  loss_vfl_aux_4: 0.8208 (0.8090)  loss_vfl_aux_5: 0.9472 (0.9363)  loss_vfl_dn_0: 0.4907 (0.4960)  loss_vfl_dn_1: 0.4611 (0.4663)  loss_vfl_dn_2: 0.4431 (0.4509)  loss_vfl_dn_3: 0.4402 (0.4434)  loss_vfl_dn_4: 0.4398 (0.4421)  loss_vfl_dn_5: 0.4401 (0.4433)  time: 0.4664  data: 0.0138  max mem: 5652
Epoch: [3]  [2300/7393]  eta: 0:40:02  lr: 0.000010  loss: 20.5869 (20.7262)  loss_bbox: 0.2025 (0.2139)  loss_bbox_aux_0: 0.2234 (0.2312)  loss_bbox_aux_1: 0.2198 (0.2176)  loss_bbox_aux_2: 0.2045 (0.2145)  loss_bbox_aux_3: 0.2000 (0.2134)  loss_bbox_aux_4: 0.2076 (0.2138)  loss_bbox_aux_5: 0.2725 (0.2914)  loss_bbox_dn_0: 0.3595 (0.4055)  loss_bbox_dn_1: 0.2997 (0.3325)  loss_bbox_dn_2: 0.2875 (0.3134)  loss_bbox_dn_3: 0.2878 (0.3078)  loss_bbox_dn_4: 0.2847 (0.3066)  loss_bbox_dn_5: 0.2849 (0.3065)  loss_giou: 0.6538 (0.5973)  loss_giou_aux_0: 0.6725 (0.6321)  loss_giou_aux_1: 0.6565 (0.6070)  loss_giou_aux_2: 0.6491 (0.6004)  loss_giou_aux_3: 0.6474 (0.5979)  loss_giou_aux_4: 0.6376 (0.5973)  loss_giou_aux_5: 0.7730 (0.7362)  loss_giou_dn_0: 0.7797 (0.7729)  loss_giou_dn_1: 0.6816 (0.6632)  loss_giou_dn_2: 0.6476 (0.6364)  loss_giou_dn_3: 0.6390 (0.6283)  loss_giou_dn_4: 0.6376 (0.6263)  loss_giou_dn_5: 0.6373 (0.6264)  loss_vfl: 0.7870 (0.8060)  loss_vfl_aux_0: 0.8660 (0.9548)  loss_vfl_aux_1: 0.8493 (0.9148)  loss_vfl_aux_2: 0.8230 (0.8548)  loss_vfl_aux_3: 0.7833 (0.8205)  loss_vfl_aux_4: 0.7960 (0.8085)  loss_vfl_aux_5: 0.8713 (0.9355)  loss_vfl_dn_0: 0.4876 (0.4960)  loss_vfl_dn_1: 0.4584 (0.4662)  loss_vfl_dn_2: 0.4527 (0.4509)  loss_vfl_dn_3: 0.4434 (0.4433)  loss_vfl_dn_4: 0.4429 (0.4420)  loss_vfl_dn_5: 0.4438 (0.4432)  time: 0.4604  data: 0.0139  max mem: 5652
Epoch: [3]  [2400/7393]  eta: 0:39:14  lr: 0.000010  loss: 20.7634 (20.7308)  loss_bbox: 0.2152 (0.2140)  loss_bbox_aux_0: 0.2347 (0.2312)  loss_bbox_aux_1: 0.2183 (0.2176)  loss_bbox_aux_2: 0.2205 (0.2146)  loss_bbox_aux_3: 0.2167 (0.2134)  loss_bbox_aux_4: 0.2149 (0.2138)  loss_bbox_aux_5: 0.2960 (0.2914)  loss_bbox_dn_0: 0.4126 (0.4057)  loss_bbox_dn_1: 0.3421 (0.3326)  loss_bbox_dn_2: 0.3224 (0.3136)  loss_bbox_dn_3: 0.3193 (0.3080)  loss_bbox_dn_4: 0.3177 (0.3068)  loss_bbox_dn_5: 0.3165 (0.3067)  loss_giou: 0.5634 (0.5978)  loss_giou_aux_0: 0.5977 (0.6325)  loss_giou_aux_1: 0.5749 (0.6075)  loss_giou_aux_2: 0.5657 (0.6009)  loss_giou_aux_3: 0.5598 (0.5983)  loss_giou_aux_4: 0.5634 (0.5978)  loss_giou_aux_5: 0.7150 (0.7364)  loss_giou_dn_0: 0.7607 (0.7731)  loss_giou_dn_1: 0.6468 (0.6635)  loss_giou_dn_2: 0.6234 (0.6368)  loss_giou_dn_3: 0.6140 (0.6287)  loss_giou_dn_4: 0.6109 (0.6267)  loss_giou_dn_5: 0.6114 (0.6268)  loss_vfl: 0.7963 (0.8057)  loss_vfl_aux_0: 0.9573 (0.9546)  loss_vfl_aux_1: 0.9213 (0.9144)  loss_vfl_aux_2: 0.8395 (0.8543)  loss_vfl_aux_3: 0.8214 (0.8203)  loss_vfl_aux_4: 0.7937 (0.8083)  loss_vfl_aux_5: 0.9336 (0.9356)  loss_vfl_dn_0: 0.4916 (0.4960)  loss_vfl_dn_1: 0.4640 (0.4661)  loss_vfl_dn_2: 0.4528 (0.4508)  loss_vfl_dn_3: 0.4428 (0.4433)  loss_vfl_dn_4: 0.4413 (0.4420)  loss_vfl_dn_5: 0.4423 (0.4432)  time: 0.4643  data: 0.0138  max mem: 5652
Epoch: [3]  [2500/7393]  eta: 0:38:26  lr: 0.000010  loss: 20.9402 (20.7192)  loss_bbox: 0.2085 (0.2136)  loss_bbox_aux_0: 0.2365 (0.2310)  loss_bbox_aux_1: 0.2195 (0.2172)  loss_bbox_aux_2: 0.2095 (0.2142)  loss_bbox_aux_3: 0.2073 (0.2130)  loss_bbox_aux_4: 0.2085 (0.2134)  loss_bbox_aux_5: 0.2913 (0.2911)  loss_bbox_dn_0: 0.4292 (0.4055)  loss_bbox_dn_1: 0.3636 (0.3324)  loss_bbox_dn_2: 0.3415 (0.3133)  loss_bbox_dn_3: 0.3325 (0.3078)  loss_bbox_dn_4: 0.3325 (0.3065)  loss_bbox_dn_5: 0.3318 (0.3064)  loss_giou: 0.6275 (0.5972)  loss_giou_aux_0: 0.6576 (0.6320)  loss_giou_aux_1: 0.6426 (0.6070)  loss_giou_aux_2: 0.6269 (0.6004)  loss_giou_aux_3: 0.6245 (0.5978)  loss_giou_aux_4: 0.6290 (0.5972)  loss_giou_aux_5: 0.7587 (0.7355)  loss_giou_dn_0: 0.7724 (0.7726)  loss_giou_dn_1: 0.6665 (0.6631)  loss_giou_dn_2: 0.6478 (0.6364)  loss_giou_dn_3: 0.6416 (0.6283)  loss_giou_dn_4: 0.6398 (0.6263)  loss_giou_dn_5: 0.6395 (0.6264)  loss_vfl: 0.8022 (0.8055)  loss_vfl_aux_0: 0.9344 (0.9544)  loss_vfl_aux_1: 0.8999 (0.9141)  loss_vfl_aux_2: 0.8467 (0.8540)  loss_vfl_aux_3: 0.7896 (0.8200)  loss_vfl_aux_4: 0.8058 (0.8082)  loss_vfl_aux_5: 0.9040 (0.9358)  loss_vfl_dn_0: 0.4954 (0.4961)  loss_vfl_dn_1: 0.4571 (0.4661)  loss_vfl_dn_2: 0.4429 (0.4508)  loss_vfl_dn_3: 0.4397 (0.4433)  loss_vfl_dn_4: 0.4404 (0.4420)  loss_vfl_dn_5: 0.4411 (0.4433)  time: 0.4526  data: 0.0141  max mem: 5652
Epoch: [3]  [2600/7393]  eta: 0:37:39  lr: 0.000010  loss: 20.4587 (20.7082)  loss_bbox: 0.2111 (0.2135)  loss_bbox_aux_0: 0.2282 (0.2310)  loss_bbox_aux_1: 0.2087 (0.2170)  loss_bbox_aux_2: 0.2086 (0.2141)  loss_bbox_aux_3: 0.2127 (0.2130)  loss_bbox_aux_4: 0.2112 (0.2133)  loss_bbox_aux_5: 0.2893 (0.2908)  loss_bbox_dn_0: 0.4025 (0.4051)  loss_bbox_dn_1: 0.3249 (0.3320)  loss_bbox_dn_2: 0.3059 (0.3129)  loss_bbox_dn_3: 0.3016 (0.3074)  loss_bbox_dn_4: 0.3028 (0.3061)  loss_bbox_dn_5: 0.3025 (0.3060)  loss_giou: 0.5453 (0.5967)  loss_giou_aux_0: 0.5720 (0.6314)  loss_giou_aux_1: 0.5446 (0.6063)  loss_giou_aux_2: 0.5548 (0.5999)  loss_giou_aux_3: 0.5466 (0.5972)  loss_giou_aux_4: 0.5448 (0.5967)  loss_giou_aux_5: 0.6645 (0.7346)  loss_giou_dn_0: 0.7443 (0.7721)  loss_giou_dn_1: 0.6385 (0.6625)  loss_giou_dn_2: 0.6165 (0.6358)  loss_giou_dn_3: 0.6099 (0.6277)  loss_giou_dn_4: 0.6100 (0.6257)  loss_giou_dn_5: 0.6100 (0.6258)  loss_vfl: 0.8081 (0.8056)  loss_vfl_aux_0: 0.9289 (0.9543)  loss_vfl_aux_1: 0.9148 (0.9141)  loss_vfl_aux_2: 0.8705 (0.8538)  loss_vfl_aux_3: 0.8431 (0.8200)  loss_vfl_aux_4: 0.8149 (0.8082)  loss_vfl_aux_5: 0.9059 (0.9359)  loss_vfl_dn_0: 0.4974 (0.4962)  loss_vfl_dn_1: 0.4705 (0.4662)  loss_vfl_dn_2: 0.4500 (0.4508)  loss_vfl_dn_3: 0.4442 (0.4433)  loss_vfl_dn_4: 0.4453 (0.4420)  loss_vfl_dn_5: 0.4455 (0.4433)  time: 0.4730  data: 0.0143  max mem: 5652
Epoch: [3]  [2700/7393]  eta: 0:36:51  lr: 0.000010  loss: 20.8201 (20.7053)  loss_bbox: 0.2210 (0.2137)  loss_bbox_aux_0: 0.2349 (0.2312)  loss_bbox_aux_1: 0.2272 (0.2173)  loss_bbox_aux_2: 0.2290 (0.2144)  loss_bbox_aux_3: 0.2168 (0.2132)  loss_bbox_aux_4: 0.2212 (0.2135)  loss_bbox_aux_5: 0.2879 (0.2910)  loss_bbox_dn_0: 0.4232 (0.4055)  loss_bbox_dn_1: 0.3413 (0.3324)  loss_bbox_dn_2: 0.3185 (0.3133)  loss_bbox_dn_3: 0.3096 (0.3078)  loss_bbox_dn_4: 0.3055 (0.3065)  loss_bbox_dn_5: 0.3041 (0.3064)  loss_giou: 0.5240 (0.5965)  loss_giou_aux_0: 0.5607 (0.6312)  loss_giou_aux_1: 0.5338 (0.6063)  loss_giou_aux_2: 0.5104 (0.5998)  loss_giou_aux_3: 0.5207 (0.5972)  loss_giou_aux_4: 0.5242 (0.5966)  loss_giou_aux_5: 0.6644 (0.7344)  loss_giou_dn_0: 0.7366 (0.7718)  loss_giou_dn_1: 0.6191 (0.6623)  loss_giou_dn_2: 0.5929 (0.6356)  loss_giou_dn_3: 0.5849 (0.6275)  loss_giou_dn_4: 0.5819 (0.6255)  loss_giou_dn_5: 0.5818 (0.6256)  loss_vfl: 0.7773 (0.8050)  loss_vfl_aux_0: 0.9853 (0.9540)  loss_vfl_aux_1: 0.9180 (0.9134)  loss_vfl_aux_2: 0.8325 (0.8532)  loss_vfl_aux_3: 0.8339 (0.8194)  loss_vfl_aux_4: 0.7953 (0.8077)  loss_vfl_aux_5: 0.9537 (0.9356)  loss_vfl_dn_0: 0.5004 (0.4961)  loss_vfl_dn_1: 0.4576 (0.4660)  loss_vfl_dn_2: 0.4459 (0.4506)  loss_vfl_dn_3: 0.4420 (0.4431)  loss_vfl_dn_4: 0.4383 (0.4418)  loss_vfl_dn_5: 0.4364 (0.4430)  time: 0.4611  data: 0.0137  max mem: 5652
Epoch: [3]  [2800/7393]  eta: 0:36:12  lr: 0.000010  loss: 20.8279 (20.6948)  loss_bbox: 0.1843 (0.2134)  loss_bbox_aux_0: 0.2091 (0.2309)  loss_bbox_aux_1: 0.1947 (0.2170)  loss_bbox_aux_2: 0.1977 (0.2140)  loss_bbox_aux_3: 0.1922 (0.2129)  loss_bbox_aux_4: 0.1875 (0.2131)  loss_bbox_aux_5: 0.2854 (0.2909)  loss_bbox_dn_0: 0.4244 (0.4054)  loss_bbox_dn_1: 0.3476 (0.3321)  loss_bbox_dn_2: 0.3108 (0.3130)  loss_bbox_dn_3: 0.2992 (0.3075)  loss_bbox_dn_4: 0.2987 (0.3062)  loss_bbox_dn_5: 0.2988 (0.3060)  loss_giou: 0.5326 (0.5957)  loss_giou_aux_0: 0.5684 (0.6304)  loss_giou_aux_1: 0.5397 (0.6054)  loss_giou_aux_2: 0.5338 (0.5990)  loss_giou_aux_3: 0.5260 (0.5963)  loss_giou_aux_4: 0.5259 (0.5957)  loss_giou_aux_5: 0.6722 (0.7336)  loss_giou_dn_0: 0.7360 (0.7713)  loss_giou_dn_1: 0.6198 (0.6619)  loss_giou_dn_2: 0.5924 (0.6352)  loss_giou_dn_3: 0.5860 (0.6271)  loss_giou_dn_4: 0.5847 (0.6251)  loss_giou_dn_5: 0.5845 (0.6252)  loss_vfl: 0.8075 (0.8053)  loss_vfl_aux_0: 0.9918 (0.9543)  loss_vfl_aux_1: 0.9510 (0.9138)  loss_vfl_aux_2: 0.8635 (0.8536)  loss_vfl_aux_3: 0.8297 (0.8198)  loss_vfl_aux_4: 0.8292 (0.8081)  loss_vfl_aux_5: 0.9447 (0.9358)  loss_vfl_dn_0: 0.4907 (0.4961)  loss_vfl_dn_1: 0.4645 (0.4659)  loss_vfl_dn_2: 0.4517 (0.4505)  loss_vfl_dn_3: 0.4395 (0.4429)  loss_vfl_dn_4: 0.4385 (0.4417)  loss_vfl_dn_5: 0.4397 (0.4429)  time: 0.4566  data: 0.0138  max mem: 5652
Epoch: [3]  [2900/7393]  eta: 0:35:24  lr: 0.000010  loss: 20.6824 (20.6912)  loss_bbox: 0.2042 (0.2132)  loss_bbox_aux_0: 0.2237 (0.2307)  loss_bbox_aux_1: 0.1998 (0.2168)  loss_bbox_aux_2: 0.2020 (0.2138)  loss_bbox_aux_3: 0.2045 (0.2127)  loss_bbox_aux_4: 0.2042 (0.2129)  loss_bbox_aux_5: 0.2633 (0.2904)  loss_bbox_dn_0: 0.3857 (0.4049)  loss_bbox_dn_1: 0.3082 (0.3317)  loss_bbox_dn_2: 0.2930 (0.3127)  loss_bbox_dn_3: 0.2953 (0.3071)  loss_bbox_dn_4: 0.2947 (0.3058)  loss_bbox_dn_5: 0.2942 (0.3057)  loss_giou: 0.5912 (0.5960)  loss_giou_aux_0: 0.6632 (0.6307)  loss_giou_aux_1: 0.6066 (0.6057)  loss_giou_aux_2: 0.5914 (0.5992)  loss_giou_aux_3: 0.5901 (0.5966)  loss_giou_aux_4: 0.6110 (0.5960)  loss_giou_aux_5: 0.7625 (0.7336)  loss_giou_dn_0: 0.7723 (0.7712)  loss_giou_dn_1: 0.6713 (0.6619)  loss_giou_dn_2: 0.6417 (0.6352)  loss_giou_dn_3: 0.6363 (0.6272)  loss_giou_dn_4: 0.6339 (0.6251)  loss_giou_dn_5: 0.6338 (0.6252)  loss_vfl: 0.7551 (0.8051)  loss_vfl_aux_0: 0.9234 (0.9542)  loss_vfl_aux_1: 0.8986 (0.9134)  loss_vfl_aux_2: 0.8552 (0.8535)  loss_vfl_aux_3: 0.7886 (0.8196)  loss_vfl_aux_4: 0.7529 (0.8079)  loss_vfl_aux_5: 0.8960 (0.9358)  loss_vfl_dn_0: 0.4917 (0.4960)  loss_vfl_dn_1: 0.4599 (0.4659)  loss_vfl_dn_2: 0.4467 (0.4504)  loss_vfl_dn_3: 0.4348 (0.4429)  loss_vfl_dn_4: 0.4355 (0.4416)  loss_vfl_dn_5: 0.4366 (0.4428)  time: 0.4595  data: 0.0138  max mem: 5652
Epoch: [3]  [3000/7393]  eta: 0:34:35  lr: 0.000010  loss: 20.1768 (20.6887)  loss_bbox: 0.2048 (0.2132)  loss_bbox_aux_0: 0.2185 (0.2306)  loss_bbox_aux_1: 0.2075 (0.2169)  loss_bbox_aux_2: 0.2032 (0.2138)  loss_bbox_aux_3: 0.2060 (0.2127)  loss_bbox_aux_4: 0.2066 (0.2129)  loss_bbox_aux_5: 0.2664 (0.2903)  loss_bbox_dn_0: 0.3913 (0.4050)  loss_bbox_dn_1: 0.3064 (0.3319)  loss_bbox_dn_2: 0.2926 (0.3128)  loss_bbox_dn_3: 0.2885 (0.3073)  loss_bbox_dn_4: 0.2867 (0.3059)  loss_bbox_dn_5: 0.2859 (0.3058)  loss_giou: 0.5759 (0.5956)  loss_giou_aux_0: 0.6102 (0.6302)  loss_giou_aux_1: 0.5864 (0.6053)  loss_giou_aux_2: 0.5779 (0.5988)  loss_giou_aux_3: 0.5772 (0.5962)  loss_giou_aux_4: 0.5753 (0.5956)  loss_giou_aux_5: 0.7122 (0.7330)  loss_giou_dn_0: 0.7611 (0.7710)  loss_giou_dn_1: 0.6489 (0.6617)  loss_giou_dn_2: 0.6205 (0.6350)  loss_giou_dn_3: 0.6108 (0.6270)  loss_giou_dn_4: 0.6081 (0.6250)  loss_giou_dn_5: 0.6075 (0.6250)  loss_vfl: 0.7737 (0.8053)  loss_vfl_aux_0: 0.9315 (0.9546)  loss_vfl_aux_1: 0.8759 (0.9136)  loss_vfl_aux_2: 0.8223 (0.8535)  loss_vfl_aux_3: 0.7699 (0.8198)  loss_vfl_aux_4: 0.7563 (0.8081)  loss_vfl_aux_5: 0.9357 (0.9360)  loss_vfl_dn_0: 0.4929 (0.4961)  loss_vfl_dn_1: 0.4582 (0.4658)  loss_vfl_dn_2: 0.4450 (0.4504)  loss_vfl_dn_3: 0.4360 (0.4429)  loss_vfl_dn_4: 0.4337 (0.4415)  loss_vfl_dn_5: 0.4348 (0.4427)  time: 0.4717  data: 0.0144  max mem: 5652
Epoch: [3]  [3100/7393]  eta: 0:34:12  lr: 0.000010  loss: 20.6801 (20.6850)  loss_bbox: 0.1964 (0.2130)  loss_bbox_aux_0: 0.2133 (0.2303)  loss_bbox_aux_1: 0.1984 (0.2167)  loss_bbox_aux_2: 0.1974 (0.2137)  loss_bbox_aux_3: 0.1976 (0.2125)  loss_bbox_aux_4: 0.1949 (0.2128)  loss_bbox_aux_5: 0.2781 (0.2900)  loss_bbox_dn_0: 0.3822 (0.4048)  loss_bbox_dn_1: 0.3070 (0.3317)  loss_bbox_dn_2: 0.2880 (0.3126)  loss_bbox_dn_3: 0.2814 (0.3070)  loss_bbox_dn_4: 0.2812 (0.3057)  loss_bbox_dn_5: 0.2813 (0.3055)  loss_giou: 0.6025 (0.5955)  loss_giou_aux_0: 0.6368 (0.6301)  loss_giou_aux_1: 0.6063 (0.6053)  loss_giou_aux_2: 0.6048 (0.5988)  loss_giou_aux_3: 0.6040 (0.5962)  loss_giou_aux_4: 0.6059 (0.5956)  loss_giou_aux_5: 0.7349 (0.7329)  loss_giou_dn_0: 0.7704 (0.7710)  loss_giou_dn_1: 0.6553 (0.6617)  loss_giou_dn_2: 0.6380 (0.6350)  loss_giou_dn_3: 0.6281 (0.6269)  loss_giou_dn_4: 0.6272 (0.6249)  loss_giou_dn_5: 0.6264 (0.6250)  loss_vfl: 0.7817 (0.8054)  loss_vfl_aux_0: 0.9088 (0.9544)  loss_vfl_aux_1: 0.8729 (0.9134)  loss_vfl_aux_2: 0.8419 (0.8536)  loss_vfl_aux_3: 0.7930 (0.8198)  loss_vfl_aux_4: 0.7786 (0.8082)  loss_vfl_aux_5: 0.9177 (0.9359)  loss_vfl_dn_0: 0.4927 (0.4961)  loss_vfl_dn_1: 0.4605 (0.4658)  loss_vfl_dn_2: 0.4409 (0.4504)  loss_vfl_dn_3: 0.4331 (0.4429)  loss_vfl_dn_4: 0.4304 (0.4415)  loss_vfl_dn_5: 0.4323 (0.4427)  time: 0.4706  data: 0.0139  max mem: 5652
Epoch: [3]  [3200/7393]  eta: 0:33:23  lr: 0.000010  loss: 20.2810 (20.6846)  loss_bbox: 0.1986 (0.2131)  loss_bbox_aux_0: 0.2166 (0.2305)  loss_bbox_aux_1: 0.1950 (0.2169)  loss_bbox_aux_2: 0.1978 (0.2138)  loss_bbox_aux_3: 0.1966 (0.2127)  loss_bbox_aux_4: 0.1962 (0.2129)  loss_bbox_aux_5: 0.2823 (0.2900)  loss_bbox_dn_0: 0.3443 (0.4051)  loss_bbox_dn_1: 0.2839 (0.3319)  loss_bbox_dn_2: 0.2661 (0.3128)  loss_bbox_dn_3: 0.2577 (0.3073)  loss_bbox_dn_4: 0.2583 (0.3059)  loss_bbox_dn_5: 0.2586 (0.3057)  loss_giou: 0.5838 (0.5954)  loss_giou_aux_0: 0.6067 (0.6300)  loss_giou_aux_1: 0.5828 (0.6051)  loss_giou_aux_2: 0.5782 (0.5987)  loss_giou_aux_3: 0.5876 (0.5961)  loss_giou_aux_4: 0.5846 (0.5955)  loss_giou_aux_5: 0.7060 (0.7326)  loss_giou_dn_0: 0.7637 (0.7709)  loss_giou_dn_1: 0.6389 (0.6614)  loss_giou_dn_2: 0.6081 (0.6347)  loss_giou_dn_3: 0.6004 (0.6267)  loss_giou_dn_4: 0.5959 (0.6246)  loss_giou_dn_5: 0.5962 (0.6247)  loss_vfl: 0.7715 (0.8054)  loss_vfl_aux_0: 0.9517 (0.9544)  loss_vfl_aux_1: 0.8957 (0.9134)  loss_vfl_aux_2: 0.8287 (0.8534)  loss_vfl_aux_3: 0.7958 (0.8196)  loss_vfl_aux_4: 0.7783 (0.8081)  loss_vfl_aux_5: 0.9492 (0.9359)  loss_vfl_dn_0: 0.4973 (0.4961)  loss_vfl_dn_1: 0.4617 (0.4658)  loss_vfl_dn_2: 0.4444 (0.4504)  loss_vfl_dn_3: 0.4378 (0.4428)  loss_vfl_dn_4: 0.4368 (0.4415)  loss_vfl_dn_5: 0.4356 (0.4426)  time: 0.4696  data: 0.0141  max mem: 5652
Epoch: [3]  [3300/7393]  eta: 0:32:34  lr: 0.000010  loss: 20.6764 (20.6792)  loss_bbox: 0.2039 (0.2133)  loss_bbox_aux_0: 0.2254 (0.2307)  loss_bbox_aux_1: 0.2163 (0.2171)  loss_bbox_aux_2: 0.2146 (0.2140)  loss_bbox_aux_3: 0.2066 (0.2129)  loss_bbox_aux_4: 0.2029 (0.2131)  loss_bbox_aux_5: 0.2764 (0.2901)  loss_bbox_dn_0: 0.3580 (0.4053)  loss_bbox_dn_1: 0.2814 (0.3319)  loss_bbox_dn_2: 0.2665 (0.3128)  loss_bbox_dn_3: 0.2608 (0.3072)  loss_bbox_dn_4: 0.2582 (0.3059)  loss_bbox_dn_5: 0.2563 (0.3057)  loss_giou: 0.5635 (0.5953)  loss_giou_aux_0: 0.6211 (0.6298)  loss_giou_aux_1: 0.5888 (0.6050)  loss_giou_aux_2: 0.5736 (0.5985)  loss_giou_aux_3: 0.5661 (0.5959)  loss_giou_aux_4: 0.5681 (0.5953)  loss_giou_aux_5: 0.7044 (0.7322)  loss_giou_dn_0: 0.7748 (0.7707)  loss_giou_dn_1: 0.6588 (0.6612)  loss_giou_dn_2: 0.6313 (0.6344)  loss_giou_dn_3: 0.6212 (0.6263)  loss_giou_dn_4: 0.6204 (0.6243)  loss_giou_dn_5: 0.6212 (0.6244)  loss_vfl: 0.7262 (0.8050)  loss_vfl_aux_0: 0.9268 (0.9540)  loss_vfl_aux_1: 0.8540 (0.9128)  loss_vfl_aux_2: 0.7917 (0.8530)  loss_vfl_aux_3: 0.7461 (0.8193)  loss_vfl_aux_4: 0.7390 (0.8078)  loss_vfl_aux_5: 0.8993 (0.9356)  loss_vfl_dn_0: 0.4861 (0.4960)  loss_vfl_dn_1: 0.4596 (0.4657)  loss_vfl_dn_2: 0.4438 (0.4502)  loss_vfl_dn_3: 0.4378 (0.4427)  loss_vfl_dn_4: 0.4371 (0.4414)  loss_vfl_dn_5: 0.4355 (0.4425)  time: 0.4656  data: 0.0133  max mem: 5652
Epoch: [3]  [3400/7393]  eta: 0:31:45  lr: 0.000010  loss: 19.7900 (20.6674)  loss_bbox: 0.1913 (0.2134)  loss_bbox_aux_0: 0.2136 (0.2307)  loss_bbox_aux_1: 0.2034 (0.2172)  loss_bbox_aux_2: 0.1953 (0.2141)  loss_bbox_aux_3: 0.1923 (0.2129)  loss_bbox_aux_4: 0.1929 (0.2131)  loss_bbox_aux_5: 0.2687 (0.2900)  loss_bbox_dn_0: 0.3935 (0.4053)  loss_bbox_dn_1: 0.3260 (0.3319)  loss_bbox_dn_2: 0.3081 (0.3128)  loss_bbox_dn_3: 0.3003 (0.3073)  loss_bbox_dn_4: 0.2998 (0.3059)  loss_bbox_dn_5: 0.2999 (0.3057)  loss_giou: 0.5318 (0.5946)  loss_giou_aux_0: 0.5576 (0.6290)  loss_giou_aux_1: 0.5459 (0.6042)  loss_giou_aux_2: 0.5382 (0.5978)  loss_giou_aux_3: 0.5298 (0.5952)  loss_giou_aux_4: 0.5299 (0.5945)  loss_giou_aux_5: 0.6648 (0.7312)  loss_giou_dn_0: 0.7476 (0.7703)  loss_giou_dn_1: 0.6267 (0.6607)  loss_giou_dn_2: 0.6034 (0.6339)  loss_giou_dn_3: 0.5923 (0.6258)  loss_giou_dn_4: 0.5883 (0.6238)  loss_giou_dn_5: 0.5869 (0.6239)  loss_vfl: 0.7925 (0.8046)  loss_vfl_aux_0: 0.9386 (0.9536)  loss_vfl_aux_1: 0.8963 (0.9122)  loss_vfl_aux_2: 0.8226 (0.8524)  loss_vfl_aux_3: 0.8092 (0.8188)  loss_vfl_aux_4: 0.8052 (0.8074)  loss_vfl_aux_5: 0.9227 (0.9354)  loss_vfl_dn_0: 0.4903 (0.4960)  loss_vfl_dn_1: 0.4524 (0.4656)  loss_vfl_dn_2: 0.4407 (0.4501)  loss_vfl_dn_3: 0.4356 (0.4426)  loss_vfl_dn_4: 0.4296 (0.4412)  loss_vfl_dn_5: 0.4340 (0.4423)  time: 0.4646  data: 0.0139  max mem: 5652
Epoch: [3]  [3500/7393]  eta: 0:30:56  lr: 0.000010  loss: 20.4254 (20.6536)  loss_bbox: 0.1903 (0.2133)  loss_bbox_aux_0: 0.2088 (0.2305)  loss_bbox_aux_1: 0.1903 (0.2170)  loss_bbox_aux_2: 0.1861 (0.2140)  loss_bbox_aux_3: 0.1895 (0.2128)  loss_bbox_aux_4: 0.1953 (0.2130)  loss_bbox_aux_5: 0.2777 (0.2897)  loss_bbox_dn_0: 0.4174 (0.4050)  loss_bbox_dn_1: 0.3182 (0.3316)  loss_bbox_dn_2: 0.2873 (0.3126)  loss_bbox_dn_3: 0.2784 (0.3070)  loss_bbox_dn_4: 0.2723 (0.3056)  loss_bbox_dn_5: 0.2709 (0.3054)  loss_giou: 0.5172 (0.5937)  loss_giou_aux_0: 0.5647 (0.6280)  loss_giou_aux_1: 0.5284 (0.6033)  loss_giou_aux_2: 0.5000 (0.5969)  loss_giou_aux_3: 0.5211 (0.5943)  loss_giou_aux_4: 0.5303 (0.5936)  loss_giou_aux_5: 0.6347 (0.7300)  loss_giou_dn_0: 0.7093 (0.7696)  loss_giou_dn_1: 0.6104 (0.6600)  loss_giou_dn_2: 0.5834 (0.6333)  loss_giou_dn_3: 0.5722 (0.6252)  loss_giou_dn_4: 0.5674 (0.6232)  loss_giou_dn_5: 0.5669 (0.6232)  loss_vfl: 0.7980 (0.8046)  loss_vfl_aux_0: 0.9492 (0.9536)  loss_vfl_aux_1: 0.9047 (0.9121)  loss_vfl_aux_2: 0.8280 (0.8523)  loss_vfl_aux_3: 0.7882 (0.8187)  loss_vfl_aux_4: 0.8054 (0.8074)  loss_vfl_aux_5: 0.9820 (0.9356)  loss_vfl_dn_0: 0.5001 (0.4960)  loss_vfl_dn_1: 0.4692 (0.4655)  loss_vfl_dn_2: 0.4518 (0.4500)  loss_vfl_dn_3: 0.4467 (0.4425)  loss_vfl_dn_4: 0.4419 (0.4412)  loss_vfl_dn_5: 0.4466 (0.4423)  time: 0.4629  data: 0.0139  max mem: 5652
Epoch: [3]  [3600/7393]  eta: 0:30:07  lr: 0.000010  loss: 20.4160 (20.6455)  loss_bbox: 0.2069 (0.2132)  loss_bbox_aux_0: 0.2136 (0.2304)  loss_bbox_aux_1: 0.2179 (0.2169)  loss_bbox_aux_2: 0.2092 (0.2139)  loss_bbox_aux_3: 0.2077 (0.2127)  loss_bbox_aux_4: 0.2088 (0.2129)  loss_bbox_aux_5: 0.2728 (0.2895)  loss_bbox_dn_0: 0.3554 (0.4048)  loss_bbox_dn_1: 0.2935 (0.3314)  loss_bbox_dn_2: 0.2796 (0.3124)  loss_bbox_dn_3: 0.2748 (0.3068)  loss_bbox_dn_4: 0.2745 (0.3054)  loss_bbox_dn_5: 0.2750 (0.3052)  loss_giou: 0.6089 (0.5935)  loss_giou_aux_0: 0.6385 (0.6278)  loss_giou_aux_1: 0.6041 (0.6031)  loss_giou_aux_2: 0.6013 (0.5967)  loss_giou_aux_3: 0.5967 (0.5940)  loss_giou_aux_4: 0.6080 (0.5934)  loss_giou_aux_5: 0.7485 (0.7297)  loss_giou_dn_0: 0.7774 (0.7693)  loss_giou_dn_1: 0.6671 (0.6598)  loss_giou_dn_2: 0.6390 (0.6331)  loss_giou_dn_3: 0.6305 (0.6250)  loss_giou_dn_4: 0.6281 (0.6230)  loss_giou_dn_5: 0.6273 (0.6231)  loss_vfl: 0.7376 (0.8042)  loss_vfl_aux_0: 0.9055 (0.9532)  loss_vfl_aux_1: 0.8700 (0.9115)  loss_vfl_aux_2: 0.8251 (0.8519)  loss_vfl_aux_3: 0.7596 (0.8184)  loss_vfl_aux_4: 0.7470 (0.8071)  loss_vfl_aux_5: 0.8994 (0.9354)  loss_vfl_dn_0: 0.4895 (0.4960)  loss_vfl_dn_1: 0.4530 (0.4654)  loss_vfl_dn_2: 0.4370 (0.4499)  loss_vfl_dn_3: 0.4299 (0.4423)  loss_vfl_dn_4: 0.4280 (0.4410)  loss_vfl_dn_5: 0.4340 (0.4421)  time: 0.4625  data: 0.0144  max mem: 5652
Epoch: [3]  [3700/7393]  eta: 0:29:19  lr: 0.000010  loss: 20.5788 (20.6447)  loss_bbox: 0.1986 (0.2131)  loss_bbox_aux_0: 0.2098 (0.2303)  loss_bbox_aux_1: 0.1908 (0.2169)  loss_bbox_aux_2: 0.1992 (0.2139)  loss_bbox_aux_3: 0.2015 (0.2126)  loss_bbox_aux_4: 0.1990 (0.2129)  loss_bbox_aux_5: 0.2688 (0.2895)  loss_bbox_dn_0: 0.3820 (0.4053)  loss_bbox_dn_1: 0.3146 (0.3318)  loss_bbox_dn_2: 0.2974 (0.3128)  loss_bbox_dn_3: 0.2922 (0.3072)  loss_bbox_dn_4: 0.2904 (0.3058)  loss_bbox_dn_5: 0.2878 (0.3055)  loss_giou: 0.6004 (0.5926)  loss_giou_aux_0: 0.6252 (0.6269)  loss_giou_aux_1: 0.5903 (0.6022)  loss_giou_aux_2: 0.6014 (0.5958)  loss_giou_aux_3: 0.6001 (0.5931)  loss_giou_aux_4: 0.5967 (0.5926)  loss_giou_aux_5: 0.7256 (0.7288)  loss_giou_dn_0: 0.7693 (0.7690)  loss_giou_dn_1: 0.6597 (0.6594)  loss_giou_dn_2: 0.6312 (0.6328)  loss_giou_dn_3: 0.6243 (0.6247)  loss_giou_dn_4: 0.6225 (0.6227)  loss_giou_dn_5: 0.6214 (0.6227)  loss_vfl: 0.8115 (0.8050)  loss_vfl_aux_0: 0.9554 (0.9540)  loss_vfl_aux_1: 0.9277 (0.9123)  loss_vfl_aux_2: 0.8534 (0.8525)  loss_vfl_aux_3: 0.8184 (0.8193)  loss_vfl_aux_4: 0.8252 (0.8078)  loss_vfl_aux_5: 0.9266 (0.9362)  loss_vfl_dn_0: 0.4900 (0.4961)  loss_vfl_dn_1: 0.4621 (0.4654)  loss_vfl_dn_2: 0.4529 (0.4499)  loss_vfl_dn_3: 0.4444 (0.4423)  loss_vfl_dn_4: 0.4440 (0.4410)  loss_vfl_dn_5: 0.4460 (0.4421)  time: 0.4693  data: 0.0137  max mem: 5652
Epoch: [3]  [3800/7393]  eta: 0:28:30  lr: 0.000010  loss: 20.8625 (20.6437)  loss_bbox: 0.2238 (0.2133)  loss_bbox_aux_0: 0.2368 (0.2304)  loss_bbox_aux_1: 0.2153 (0.2170)  loss_bbox_aux_2: 0.2128 (0.2140)  loss_bbox_aux_3: 0.2243 (0.2127)  loss_bbox_aux_4: 0.2166 (0.2130)  loss_bbox_aux_5: 0.2857 (0.2894)  loss_bbox_dn_0: 0.4381 (0.4054)  loss_bbox_dn_1: 0.3599 (0.3320)  loss_bbox_dn_2: 0.3299 (0.3130)  loss_bbox_dn_3: 0.3257 (0.3073)  loss_bbox_dn_4: 0.3235 (0.3059)  loss_bbox_dn_5: 0.3234 (0.3057)  loss_giou: 0.5537 (0.5923)  loss_giou_aux_0: 0.5925 (0.6266)  loss_giou_aux_1: 0.5592 (0.6018)  loss_giou_aux_2: 0.5531 (0.5954)  loss_giou_aux_3: 0.5541 (0.5928)  loss_giou_aux_4: 0.5547 (0.5922)  loss_giou_aux_5: 0.6895 (0.7283)  loss_giou_dn_0: 0.7492 (0.7687)  loss_giou_dn_1: 0.6463 (0.6592)  loss_giou_dn_2: 0.6134 (0.6325)  loss_giou_dn_3: 0.6044 (0.6245)  loss_giou_dn_4: 0.6036 (0.6224)  loss_giou_dn_5: 0.6022 (0.6225)  loss_vfl: 0.8478 (0.8052)  loss_vfl_aux_0: 0.9854 (0.9541)  loss_vfl_aux_1: 0.9560 (0.9125)  loss_vfl_aux_2: 0.8710 (0.8527)  loss_vfl_aux_3: 0.8533 (0.8194)  loss_vfl_aux_4: 0.8301 (0.8080)  loss_vfl_aux_5: 0.9639 (0.9362)  loss_vfl_dn_0: 0.5129 (0.4962)  loss_vfl_dn_1: 0.4712 (0.4655)  loss_vfl_dn_2: 0.4516 (0.4499)  loss_vfl_dn_3: 0.4431 (0.4424)  loss_vfl_dn_4: 0.4405 (0.4411)  loss_vfl_dn_5: 0.4449 (0.4422)  time: 0.4576  data: 0.0141  max mem: 5652
Epoch: [3]  [3900/7393]  eta: 0:27:42  lr: 0.000010  loss: 20.4194 (20.6423)  loss_bbox: 0.1922 (0.2132)  loss_bbox_aux_0: 0.2161 (0.2304)  loss_bbox_aux_1: 0.2072 (0.2169)  loss_bbox_aux_2: 0.1984 (0.2139)  loss_bbox_aux_3: 0.1969 (0.2127)  loss_bbox_aux_4: 0.1925 (0.2130)  loss_bbox_aux_5: 0.2692 (0.2893)  loss_bbox_dn_0: 0.3708 (0.4054)  loss_bbox_dn_1: 0.2962 (0.3319)  loss_bbox_dn_2: 0.2801 (0.3129)  loss_bbox_dn_3: 0.2742 (0.3073)  loss_bbox_dn_4: 0.2716 (0.3058)  loss_bbox_dn_5: 0.2708 (0.3056)  loss_giou: 0.5721 (0.5925)  loss_giou_aux_0: 0.6229 (0.6269)  loss_giou_aux_1: 0.5953 (0.6020)  loss_giou_aux_2: 0.5852 (0.5957)  loss_giou_aux_3: 0.5772 (0.5930)  loss_giou_aux_4: 0.5750 (0.5924)  loss_giou_aux_5: 0.7037 (0.7283)  loss_giou_dn_0: 0.7623 (0.7688)  loss_giou_dn_1: 0.6509 (0.6592)  loss_giou_dn_2: 0.6234 (0.6326)  loss_giou_dn_3: 0.6167 (0.6245)  loss_giou_dn_4: 0.6141 (0.6225)  loss_giou_dn_5: 0.6145 (0.6225)  loss_vfl: 0.7933 (0.8050)  loss_vfl_aux_0: 0.9179 (0.9537)  loss_vfl_aux_1: 0.9093 (0.9122)  loss_vfl_aux_2: 0.8466 (0.8523)  loss_vfl_aux_3: 0.8155 (0.8192)  loss_vfl_aux_4: 0.8001 (0.8076)  loss_vfl_aux_5: 0.9194 (0.9359)  loss_vfl_dn_0: 0.4858 (0.4961)  loss_vfl_dn_1: 0.4654 (0.4655)  loss_vfl_dn_2: 0.4521 (0.4499)  loss_vfl_dn_3: 0.4416 (0.4424)  loss_vfl_dn_4: 0.4403 (0.4410)  loss_vfl_dn_5: 0.4456 (0.4422)  time: 0.4769  data: 0.0143  max mem: 5652
Epoch: [3]  [4000/7393]  eta: 0:26:54  lr: 0.000010  loss: 19.9433 (20.6388)  loss_bbox: 0.2170 (0.2131)  loss_bbox_aux_0: 0.2231 (0.2304)  loss_bbox_aux_1: 0.2145 (0.2169)  loss_bbox_aux_2: 0.2128 (0.2139)  loss_bbox_aux_3: 0.2110 (0.2126)  loss_bbox_aux_4: 0.2145 (0.2129)  loss_bbox_aux_5: 0.2836 (0.2892)  loss_bbox_dn_0: 0.3905 (0.4055)  loss_bbox_dn_1: 0.3117 (0.3319)  loss_bbox_dn_2: 0.2897 (0.3129)  loss_bbox_dn_3: 0.2869 (0.3073)  loss_bbox_dn_4: 0.2847 (0.3058)  loss_bbox_dn_5: 0.2834 (0.3056)  loss_giou: 0.5532 (0.5924)  loss_giou_aux_0: 0.5778 (0.6268)  loss_giou_aux_1: 0.5572 (0.6019)  loss_giou_aux_2: 0.5478 (0.5955)  loss_giou_aux_3: 0.5465 (0.5929)  loss_giou_aux_4: 0.5582 (0.5923)  loss_giou_aux_5: 0.6593 (0.7281)  loss_giou_dn_0: 0.7488 (0.7686)  loss_giou_dn_1: 0.6306 (0.6590)  loss_giou_dn_2: 0.5985 (0.6323)  loss_giou_dn_3: 0.5894 (0.6243)  loss_giou_dn_4: 0.5891 (0.6222)  loss_giou_dn_5: 0.5891 (0.6223)  loss_vfl: 0.7599 (0.8050)  loss_vfl_aux_0: 0.9350 (0.9537)  loss_vfl_aux_1: 0.8822 (0.9120)  loss_vfl_aux_2: 0.8012 (0.8522)  loss_vfl_aux_3: 0.7822 (0.8192)  loss_vfl_aux_4: 0.7579 (0.8077)  loss_vfl_aux_5: 0.9313 (0.9359)  loss_vfl_dn_0: 0.4973 (0.4961)  loss_vfl_dn_1: 0.4563 (0.4654)  loss_vfl_dn_2: 0.4350 (0.4498)  loss_vfl_dn_3: 0.4293 (0.4422)  loss_vfl_dn_4: 0.4297 (0.4409)  loss_vfl_dn_5: 0.4291 (0.4421)  time: 0.4624  data: 0.0138  max mem: 5652
Epoch: [3]  [4100/7393]  eta: 0:26:06  lr: 0.000010  loss: 20.1183 (20.6329)  loss_bbox: 0.1936 (0.2129)  loss_bbox_aux_0: 0.2137 (0.2301)  loss_bbox_aux_1: 0.1952 (0.2166)  loss_bbox_aux_2: 0.1947 (0.2136)  loss_bbox_aux_3: 0.1926 (0.2124)  loss_bbox_aux_4: 0.1925 (0.2126)  loss_bbox_aux_5: 0.2559 (0.2888)  loss_bbox_dn_0: 0.3604 (0.4052)  loss_bbox_dn_1: 0.2840 (0.3316)  loss_bbox_dn_2: 0.2713 (0.3126)  loss_bbox_dn_3: 0.2649 (0.3070)  loss_bbox_dn_4: 0.2621 (0.3055)  loss_bbox_dn_5: 0.2620 (0.3052)  loss_giou: 0.5735 (0.5925)  loss_giou_aux_0: 0.6196 (0.6269)  loss_giou_aux_1: 0.5836 (0.6019)  loss_giou_aux_2: 0.5811 (0.5956)  loss_giou_aux_3: 0.5718 (0.5930)  loss_giou_aux_4: 0.5764 (0.5924)  loss_giou_aux_5: 0.7361 (0.7280)  loss_giou_dn_0: 0.7570 (0.7684)  loss_giou_dn_1: 0.6512 (0.6588)  loss_giou_dn_2: 0.6182 (0.6321)  loss_giou_dn_3: 0.6111 (0.6241)  loss_giou_dn_4: 0.6068 (0.6220)  loss_giou_dn_5: 0.6062 (0.6221)  loss_vfl: 0.7628 (0.8049)  loss_vfl_aux_0: 0.9235 (0.9538)  loss_vfl_aux_1: 0.8827 (0.9120)  loss_vfl_aux_2: 0.8209 (0.8521)  loss_vfl_aux_3: 0.7894 (0.8191)  loss_vfl_aux_4: 0.7672 (0.8075)  loss_vfl_aux_5: 0.9030 (0.9358)  loss_vfl_dn_0: 0.4938 (0.4961)  loss_vfl_dn_1: 0.4583 (0.4653)  loss_vfl_dn_2: 0.4431 (0.4497)  loss_vfl_dn_3: 0.4353 (0.4421)  loss_vfl_dn_4: 0.4327 (0.4408)  loss_vfl_dn_5: 0.4360 (0.4419)  time: 0.4694  data: 0.0142  max mem: 5652
Epoch: [3]  [4200/7393]  eta: 0:25:17  lr: 0.000010  loss: 20.1713 (20.6281)  loss_bbox: 0.1980 (0.2128)  loss_bbox_aux_0: 0.2156 (0.2301)  loss_bbox_aux_1: 0.1961 (0.2164)  loss_bbox_aux_2: 0.1985 (0.2135)  loss_bbox_aux_3: 0.1994 (0.2122)  loss_bbox_aux_4: 0.2035 (0.2125)  loss_bbox_aux_5: 0.2544 (0.2886)  loss_bbox_dn_0: 0.3336 (0.4048)  loss_bbox_dn_1: 0.2644 (0.3313)  loss_bbox_dn_2: 0.2515 (0.3122)  loss_bbox_dn_3: 0.2484 (0.3066)  loss_bbox_dn_4: 0.2463 (0.3051)  loss_bbox_dn_5: 0.2453 (0.3049)  loss_giou: 0.5956 (0.5928)  loss_giou_aux_0: 0.6395 (0.6272)  loss_giou_aux_1: 0.6260 (0.6022)  loss_giou_aux_2: 0.6153 (0.5959)  loss_giou_aux_3: 0.6067 (0.5933)  loss_giou_aux_4: 0.6002 (0.5927)  loss_giou_aux_5: 0.7316 (0.7281)  loss_giou_dn_0: 0.7682 (0.7685)  loss_giou_dn_1: 0.6659 (0.6589)  loss_giou_dn_2: 0.6499 (0.6323)  loss_giou_dn_3: 0.6453 (0.6242)  loss_giou_dn_4: 0.6453 (0.6222)  loss_giou_dn_5: 0.6454 (0.6222)  loss_vfl: 0.7659 (0.8044)  loss_vfl_aux_0: 0.9180 (0.9532)  loss_vfl_aux_1: 0.8762 (0.9116)  loss_vfl_aux_2: 0.8155 (0.8516)  loss_vfl_aux_3: 0.7587 (0.8186)  loss_vfl_aux_4: 0.7590 (0.8070)  loss_vfl_aux_5: 0.8919 (0.9352)  loss_vfl_dn_0: 0.4840 (0.4959)  loss_vfl_dn_1: 0.4606 (0.4651)  loss_vfl_dn_2: 0.4442 (0.4495)  loss_vfl_dn_3: 0.4331 (0.4420)  loss_vfl_dn_4: 0.4312 (0.4406)  loss_vfl_dn_5: 0.4337 (0.4418)  time: 0.4601  data: 0.0142  max mem: 5652
Epoch: [3]  [4300/7393]  eta: 0:24:29  lr: 0.000010  loss: 20.5997 (20.6224)  loss_bbox: 0.1990 (0.2127)  loss_bbox_aux_0: 0.2201 (0.2300)  loss_bbox_aux_1: 0.2018 (0.2164)  loss_bbox_aux_2: 0.1989 (0.2134)  loss_bbox_aux_3: 0.2024 (0.2122)  loss_bbox_aux_4: 0.2009 (0.2126)  loss_bbox_aux_5: 0.2753 (0.2885)  loss_bbox_dn_0: 0.4292 (0.4048)  loss_bbox_dn_1: 0.3537 (0.3312)  loss_bbox_dn_2: 0.3351 (0.3122)  loss_bbox_dn_3: 0.3270 (0.3066)  loss_bbox_dn_4: 0.3255 (0.3051)  loss_bbox_dn_5: 0.3251 (0.3048)  loss_giou: 0.5423 (0.5923)  loss_giou_aux_0: 0.5687 (0.6267)  loss_giou_aux_1: 0.5565 (0.6017)  loss_giou_aux_2: 0.5482 (0.5954)  loss_giou_aux_3: 0.5479 (0.5928)  loss_giou_aux_4: 0.5464 (0.5923)  loss_giou_aux_5: 0.6690 (0.7275)  loss_giou_dn_0: 0.7382 (0.7682)  loss_giou_dn_1: 0.6288 (0.6585)  loss_giou_dn_2: 0.6027 (0.6319)  loss_giou_dn_3: 0.5945 (0.6239)  loss_giou_dn_4: 0.5909 (0.6218)  loss_giou_dn_5: 0.5911 (0.6219)  loss_vfl: 0.8026 (0.8044)  loss_vfl_aux_0: 0.9766 (0.9533)  loss_vfl_aux_1: 0.9383 (0.9120)  loss_vfl_aux_2: 0.8776 (0.8518)  loss_vfl_aux_3: 0.7995 (0.8186)  loss_vfl_aux_4: 0.8062 (0.8069)  loss_vfl_aux_5: 0.9299 (0.9354)  loss_vfl_dn_0: 0.4963 (0.4959)  loss_vfl_dn_1: 0.4583 (0.4650)  loss_vfl_dn_2: 0.4438 (0.4495)  loss_vfl_dn_3: 0.4325 (0.4419)  loss_vfl_dn_4: 0.4299 (0.4406)  loss_vfl_dn_5: 0.4343 (0.4417)  time: 0.4638  data: 0.0138  max mem: 5652
Epoch: [3]  [4400/7393]  eta: 0:23:41  lr: 0.000010  loss: 20.0628 (20.6202)  loss_bbox: 0.1817 (0.2126)  loss_bbox_aux_0: 0.2033 (0.2298)  loss_bbox_aux_1: 0.1953 (0.2162)  loss_bbox_aux_2: 0.1905 (0.2132)  loss_bbox_aux_3: 0.1818 (0.2121)  loss_bbox_aux_4: 0.1844 (0.2124)  loss_bbox_aux_5: 0.2673 (0.2882)  loss_bbox_dn_0: 0.3659 (0.4044)  loss_bbox_dn_1: 0.2934 (0.3309)  loss_bbox_dn_2: 0.2761 (0.3119)  loss_bbox_dn_3: 0.2716 (0.3063)  loss_bbox_dn_4: 0.2700 (0.3048)  loss_bbox_dn_5: 0.2696 (0.3045)  loss_giou: 0.5673 (0.5926)  loss_giou_aux_0: 0.6061 (0.6270)  loss_giou_aux_1: 0.5704 (0.6020)  loss_giou_aux_2: 0.5652 (0.5957)  loss_giou_aux_3: 0.5727 (0.5931)  loss_giou_aux_4: 0.5670 (0.5926)  loss_giou_aux_5: 0.7174 (0.7278)  loss_giou_dn_0: 0.7556 (0.7684)  loss_giou_dn_1: 0.6368 (0.6587)  loss_giou_dn_2: 0.6116 (0.6322)  loss_giou_dn_3: 0.6053 (0.6241)  loss_giou_dn_4: 0.6019 (0.6221)  loss_giou_dn_5: 0.6022 (0.6221)  loss_vfl: 0.8194 (0.8043)  loss_vfl_aux_0: 0.9361 (0.9529)  loss_vfl_aux_1: 0.9329 (0.9116)  loss_vfl_aux_2: 0.8571 (0.8515)  loss_vfl_aux_3: 0.8079 (0.8184)  loss_vfl_aux_4: 0.8172 (0.8067)  loss_vfl_aux_5: 0.8947 (0.9348)  loss_vfl_dn_0: 0.4925 (0.4958)  loss_vfl_dn_1: 0.4647 (0.4650)  loss_vfl_dn_2: 0.4477 (0.4494)  loss_vfl_dn_3: 0.4436 (0.4418)  loss_vfl_dn_4: 0.4403 (0.4405)  loss_vfl_dn_5: 0.4404 (0.4416)  time: 0.4835  data: 0.0142  max mem: 5652
Epoch: [3]  [4500/7393]  eta: 0:22:53  lr: 0.000010  loss: 20.2949 (20.6150)  loss_bbox: 0.2052 (0.2126)  loss_bbox_aux_0: 0.2234 (0.2299)  loss_bbox_aux_1: 0.2269 (0.2163)  loss_bbox_aux_2: 0.2123 (0.2133)  loss_bbox_aux_3: 0.2165 (0.2121)  loss_bbox_aux_4: 0.2078 (0.2124)  loss_bbox_aux_5: 0.2904 (0.2883)  loss_bbox_dn_0: 0.3601 (0.4046)  loss_bbox_dn_1: 0.2994 (0.3311)  loss_bbox_dn_2: 0.2806 (0.3121)  loss_bbox_dn_3: 0.2761 (0.3065)  loss_bbox_dn_4: 0.2754 (0.3050)  loss_bbox_dn_5: 0.2751 (0.3046)  loss_giou: 0.5960 (0.5919)  loss_giou_aux_0: 0.6504 (0.6263)  loss_giou_aux_1: 0.6287 (0.6014)  loss_giou_aux_2: 0.6123 (0.5950)  loss_giou_aux_3: 0.6123 (0.5925)  loss_giou_aux_4: 0.6035 (0.5919)  loss_giou_aux_5: 0.7393 (0.7270)  loss_giou_dn_0: 0.7803 (0.7679)  loss_giou_dn_1: 0.6686 (0.6582)  loss_giou_dn_2: 0.6361 (0.6316)  loss_giou_dn_3: 0.6304 (0.6236)  loss_giou_dn_4: 0.6304 (0.6215)  loss_giou_dn_5: 0.6307 (0.6216)  loss_vfl: 0.7557 (0.8045)  loss_vfl_aux_0: 0.9209 (0.9532)  loss_vfl_aux_1: 0.8384 (0.9117)  loss_vfl_aux_2: 0.8066 (0.8517)  loss_vfl_aux_3: 0.7696 (0.8186)  loss_vfl_aux_4: 0.7635 (0.8070)  loss_vfl_aux_5: 0.9069 (0.9351)  loss_vfl_dn_0: 0.4995 (0.4959)  loss_vfl_dn_1: 0.4668 (0.4649)  loss_vfl_dn_2: 0.4520 (0.4493)  loss_vfl_dn_3: 0.4408 (0.4418)  loss_vfl_dn_4: 0.4390 (0.4405)  loss_vfl_dn_5: 0.4392 (0.4416)  time: 0.4702  data: 0.0145  max mem: 5652
Epoch: [3]  [4600/7393]  eta: 0:22:05  lr: 0.000010  loss: 20.1554 (20.6119)  loss_bbox: 0.1975 (0.2125)  loss_bbox_aux_0: 0.2153 (0.2299)  loss_bbox_aux_1: 0.2042 (0.2162)  loss_bbox_aux_2: 0.1952 (0.2132)  loss_bbox_aux_3: 0.1964 (0.2121)  loss_bbox_aux_4: 0.1985 (0.2124)  loss_bbox_aux_5: 0.2736 (0.2882)  loss_bbox_dn_0: 0.3992 (0.4046)  loss_bbox_dn_1: 0.3273 (0.3311)  loss_bbox_dn_2: 0.3055 (0.3121)  loss_bbox_dn_3: 0.3006 (0.3064)  loss_bbox_dn_4: 0.2965 (0.3049)  loss_bbox_dn_5: 0.2954 (0.3046)  loss_giou: 0.5675 (0.5919)  loss_giou_aux_0: 0.6082 (0.6263)  loss_giou_aux_1: 0.5896 (0.6014)  loss_giou_aux_2: 0.5617 (0.5950)  loss_giou_aux_3: 0.5615 (0.5925)  loss_giou_aux_4: 0.5605 (0.5920)  loss_giou_aux_5: 0.6963 (0.7269)  loss_giou_dn_0: 0.7641 (0.7676)  loss_giou_dn_1: 0.6518 (0.6581)  loss_giou_dn_2: 0.6304 (0.6315)  loss_giou_dn_3: 0.6213 (0.6235)  loss_giou_dn_4: 0.6189 (0.6214)  loss_giou_dn_5: 0.6194 (0.6214)  loss_vfl: 0.7728 (0.8044)  loss_vfl_aux_0: 0.9488 (0.9530)  loss_vfl_aux_1: 0.9138 (0.9116)  loss_vfl_aux_2: 0.8289 (0.8515)  loss_vfl_aux_3: 0.7977 (0.8185)  loss_vfl_aux_4: 0.7837 (0.8068)  loss_vfl_aux_5: 0.9475 (0.9352)  loss_vfl_dn_0: 0.4957 (0.4959)  loss_vfl_dn_1: 0.4568 (0.4648)  loss_vfl_dn_2: 0.4420 (0.4492)  loss_vfl_dn_3: 0.4333 (0.4417)  loss_vfl_dn_4: 0.4305 (0.4403)  loss_vfl_dn_5: 0.4315 (0.4415)  time: 0.4721  data: 0.0139  max mem: 5652
Epoch: [3]  [4700/7393]  eta: 0:21:17  lr: 0.000010  loss: 20.7720 (20.6116)  loss_bbox: 0.2085 (0.2125)  loss_bbox_aux_0: 0.2373 (0.2299)  loss_bbox_aux_1: 0.2146 (0.2163)  loss_bbox_aux_2: 0.2125 (0.2133)  loss_bbox_aux_3: 0.2133 (0.2121)  loss_bbox_aux_4: 0.2080 (0.2124)  loss_bbox_aux_5: 0.2750 (0.2881)  loss_bbox_dn_0: 0.3915 (0.4046)  loss_bbox_dn_1: 0.3240 (0.3312)  loss_bbox_dn_2: 0.3049 (0.3122)  loss_bbox_dn_3: 0.3076 (0.3066)  loss_bbox_dn_4: 0.3065 (0.3051)  loss_bbox_dn_5: 0.3057 (0.3047)  loss_giou: 0.5866 (0.5918)  loss_giou_aux_0: 0.6226 (0.6262)  loss_giou_aux_1: 0.6196 (0.6014)  loss_giou_aux_2: 0.5937 (0.5950)  loss_giou_aux_3: 0.5896 (0.5924)  loss_giou_aux_4: 0.5920 (0.5919)  loss_giou_aux_5: 0.7370 (0.7267)  loss_giou_dn_0: 0.7781 (0.7676)  loss_giou_dn_1: 0.6573 (0.6581)  loss_giou_dn_2: 0.6276 (0.6316)  loss_giou_dn_3: 0.6184 (0.6236)  loss_giou_dn_4: 0.6149 (0.6215)  loss_giou_dn_5: 0.6152 (0.6216)  loss_vfl: 0.8022 (0.8044)  loss_vfl_aux_0: 0.9364 (0.9527)  loss_vfl_aux_1: 0.8694 (0.9112)  loss_vfl_aux_2: 0.8231 (0.8514)  loss_vfl_aux_3: 0.8134 (0.8185)  loss_vfl_aux_4: 0.7948 (0.8068)  loss_vfl_aux_5: 0.9155 (0.9349)  loss_vfl_dn_0: 0.4923 (0.4958)  loss_vfl_dn_1: 0.4595 (0.4647)  loss_vfl_dn_2: 0.4474 (0.4492)  loss_vfl_dn_3: 0.4428 (0.4416)  loss_vfl_dn_4: 0.4437 (0.4403)  loss_vfl_dn_5: 0.4447 (0.4414)  time: 0.4585  data: 0.0143  max mem: 5652
Epoch: [3]  [4800/7393]  eta: 0:20:30  lr: 0.000010  loss: 20.5383 (20.6082)  loss_bbox: 0.1967 (0.2124)  loss_bbox_aux_0: 0.2175 (0.2299)  loss_bbox_aux_1: 0.1908 (0.2162)  loss_bbox_aux_2: 0.1969 (0.2132)  loss_bbox_aux_3: 0.1917 (0.2120)  loss_bbox_aux_4: 0.2000 (0.2123)  loss_bbox_aux_5: 0.2735 (0.2880)  loss_bbox_dn_0: 0.3628 (0.4045)  loss_bbox_dn_1: 0.3018 (0.3311)  loss_bbox_dn_2: 0.2809 (0.3121)  loss_bbox_dn_3: 0.2766 (0.3065)  loss_bbox_dn_4: 0.2777 (0.3050)  loss_bbox_dn_5: 0.2769 (0.3046)  loss_giou: 0.5572 (0.5915)  loss_giou_aux_0: 0.5851 (0.6260)  loss_giou_aux_1: 0.5382 (0.6011)  loss_giou_aux_2: 0.5471 (0.5948)  loss_giou_aux_3: 0.5564 (0.5921)  loss_giou_aux_4: 0.5619 (0.5916)  loss_giou_aux_5: 0.7026 (0.7265)  loss_giou_dn_0: 0.7547 (0.7675)  loss_giou_dn_1: 0.6430 (0.6581)  loss_giou_dn_2: 0.6171 (0.6316)  loss_giou_dn_3: 0.6056 (0.6235)  loss_giou_dn_4: 0.5997 (0.6215)  loss_giou_dn_5: 0.5991 (0.6215)  loss_vfl: 0.7960 (0.8046)  loss_vfl_aux_0: 0.9586 (0.9524)  loss_vfl_aux_1: 0.9205 (0.9111)  loss_vfl_aux_2: 0.8757 (0.8514)  loss_vfl_aux_3: 0.8056 (0.8186)  loss_vfl_aux_4: 0.7997 (0.8070)  loss_vfl_aux_5: 0.9236 (0.9347)  loss_vfl_dn_0: 0.4922 (0.4958)  loss_vfl_dn_1: 0.4626 (0.4647)  loss_vfl_dn_2: 0.4490 (0.4492)  loss_vfl_dn_3: 0.4424 (0.4416)  loss_vfl_dn_4: 0.4478 (0.4403)  loss_vfl_dn_5: 0.4489 (0.4414)  time: 0.4718  data: 0.0136  max mem: 5652
Epoch: [3]  [4900/7393]  eta: 0:19:42  lr: 0.000010  loss: 20.2799 (20.6050)  loss_bbox: 0.1981 (0.2124)  loss_bbox_aux_0: 0.2192 (0.2298)  loss_bbox_aux_1: 0.2073 (0.2161)  loss_bbox_aux_2: 0.2043 (0.2131)  loss_bbox_aux_3: 0.1989 (0.2119)  loss_bbox_aux_4: 0.1962 (0.2123)  loss_bbox_aux_5: 0.2688 (0.2878)  loss_bbox_dn_0: 0.3622 (0.4041)  loss_bbox_dn_1: 0.3074 (0.3308)  loss_bbox_dn_2: 0.2988 (0.3119)  loss_bbox_dn_3: 0.2922 (0.3063)  loss_bbox_dn_4: 0.2917 (0.3048)  loss_bbox_dn_5: 0.2916 (0.3044)  loss_giou: 0.5726 (0.5916)  loss_giou_aux_0: 0.6045 (0.6261)  loss_giou_aux_1: 0.5863 (0.6011)  loss_giou_aux_2: 0.5772 (0.5948)  loss_giou_aux_3: 0.5766 (0.5922)  loss_giou_aux_4: 0.5732 (0.5917)  loss_giou_aux_5: 0.6879 (0.7264)  loss_giou_dn_0: 0.7683 (0.7675)  loss_giou_dn_1: 0.6671 (0.6581)  loss_giou_dn_2: 0.6428 (0.6317)  loss_giou_dn_3: 0.6339 (0.6237)  loss_giou_dn_4: 0.6315 (0.6216)  loss_giou_dn_5: 0.6311 (0.6216)  loss_vfl: 0.7850 (0.8046)  loss_vfl_aux_0: 0.9230 (0.9521)  loss_vfl_aux_1: 0.8709 (0.9109)  loss_vfl_aux_2: 0.8138 (0.8513)  loss_vfl_aux_3: 0.7899 (0.8185)  loss_vfl_aux_4: 0.7705 (0.8069)  loss_vfl_aux_5: 0.9324 (0.9345)  loss_vfl_dn_0: 0.4858 (0.4957)  loss_vfl_dn_1: 0.4510 (0.4646)  loss_vfl_dn_2: 0.4413 (0.4491)  loss_vfl_dn_3: 0.4327 (0.4416)  loss_vfl_dn_4: 0.4323 (0.4402)  loss_vfl_dn_5: 0.4328 (0.4413)  time: 0.4613  data: 0.0137  max mem: 5652
Epoch: [3]  [5000/7393]  eta: 0:18:54  lr: 0.000010  loss: 19.4408 (20.5977)  loss_bbox: 0.1821 (0.2123)  loss_bbox_aux_0: 0.2047 (0.2297)  loss_bbox_aux_1: 0.1879 (0.2160)  loss_bbox_aux_2: 0.1898 (0.2130)  loss_bbox_aux_3: 0.1845 (0.2119)  loss_bbox_aux_4: 0.1825 (0.2122)  loss_bbox_aux_5: 0.2572 (0.2877)  loss_bbox_dn_0: 0.4076 (0.4041)  loss_bbox_dn_1: 0.3190 (0.3308)  loss_bbox_dn_2: 0.2918 (0.3119)  loss_bbox_dn_3: 0.2864 (0.3063)  loss_bbox_dn_4: 0.2857 (0.3047)  loss_bbox_dn_5: 0.2858 (0.3044)  loss_giou: 0.5303 (0.5912)  loss_giou_aux_0: 0.5655 (0.6257)  loss_giou_aux_1: 0.5355 (0.6008)  loss_giou_aux_2: 0.5293 (0.5945)  loss_giou_aux_3: 0.5330 (0.5918)  loss_giou_aux_4: 0.5375 (0.5913)  loss_giou_aux_5: 0.6839 (0.7258)  loss_giou_dn_0: 0.7340 (0.7672)  loss_giou_dn_1: 0.6170 (0.6578)  loss_giou_dn_2: 0.5873 (0.6313)  loss_giou_dn_3: 0.5777 (0.6233)  loss_giou_dn_4: 0.5731 (0.6212)  loss_giou_dn_5: 0.5729 (0.6212)  loss_vfl: 0.8002 (0.8043)  loss_vfl_aux_0: 0.9277 (0.9519)  loss_vfl_aux_1: 0.9030 (0.9106)  loss_vfl_aux_2: 0.8416 (0.8510)  loss_vfl_aux_3: 0.8207 (0.8183)  loss_vfl_aux_4: 0.7967 (0.8066)  loss_vfl_aux_5: 0.9276 (0.9345)  loss_vfl_dn_0: 0.4984 (0.4957)  loss_vfl_dn_1: 0.4607 (0.4646)  loss_vfl_dn_2: 0.4439 (0.4490)  loss_vfl_dn_3: 0.4344 (0.4415)  loss_vfl_dn_4: 0.4303 (0.4401)  loss_vfl_dn_5: 0.4320 (0.4412)  time: 0.4675  data: 0.0142  max mem: 5652
Epoch: [3]  [5100/7393]  eta: 0:18:06  lr: 0.000010  loss: 20.1317 (20.5951)  loss_bbox: 0.1987 (0.2123)  loss_bbox_aux_0: 0.2040 (0.2296)  loss_bbox_aux_1: 0.1892 (0.2160)  loss_bbox_aux_2: 0.1883 (0.2130)  loss_bbox_aux_3: 0.1974 (0.2118)  loss_bbox_aux_4: 0.1900 (0.2122)  loss_bbox_aux_5: 0.2681 (0.2876)  loss_bbox_dn_0: 0.3720 (0.4041)  loss_bbox_dn_1: 0.3040 (0.3308)  loss_bbox_dn_2: 0.2840 (0.3118)  loss_bbox_dn_3: 0.2789 (0.3062)  loss_bbox_dn_4: 0.2802 (0.3046)  loss_bbox_dn_5: 0.2766 (0.3042)  loss_giou: 0.6086 (0.5913)  loss_giou_aux_0: 0.6330 (0.6258)  loss_giou_aux_1: 0.6162 (0.6009)  loss_giou_aux_2: 0.6050 (0.5946)  loss_giou_aux_3: 0.5982 (0.5919)  loss_giou_aux_4: 0.6087 (0.5914)  loss_giou_aux_5: 0.7151 (0.7258)  loss_giou_dn_0: 0.7665 (0.7672)  loss_giou_dn_1: 0.6507 (0.6577)  loss_giou_dn_2: 0.6225 (0.6313)  loss_giou_dn_3: 0.6124 (0.6233)  loss_giou_dn_4: 0.6074 (0.6212)  loss_giou_dn_5: 0.6069 (0.6212)  loss_vfl: 0.7605 (0.8042)  loss_vfl_aux_0: 0.9136 (0.9517)  loss_vfl_aux_1: 0.8757 (0.9103)  loss_vfl_aux_2: 0.8174 (0.8508)  loss_vfl_aux_3: 0.7807 (0.8182)  loss_vfl_aux_4: 0.7604 (0.8065)  loss_vfl_aux_5: 0.8799 (0.9342)  loss_vfl_dn_0: 0.4914 (0.4956)  loss_vfl_dn_1: 0.4583 (0.4645)  loss_vfl_dn_2: 0.4426 (0.4489)  loss_vfl_dn_3: 0.4385 (0.4414)  loss_vfl_dn_4: 0.4340 (0.4400)  loss_vfl_dn_5: 0.4376 (0.4411)  time: 0.4732  data: 0.0140  max mem: 5652
Epoch: [3]  [5200/7393]  eta: 0:17:18  lr: 0.000010  loss: 19.5814 (20.5917)  loss_bbox: 0.2106 (0.2122)  loss_bbox_aux_0: 0.2179 (0.2295)  loss_bbox_aux_1: 0.2014 (0.2160)  loss_bbox_aux_2: 0.2052 (0.2130)  loss_bbox_aux_3: 0.2104 (0.2118)  loss_bbox_aux_4: 0.2059 (0.2121)  loss_bbox_aux_5: 0.2770 (0.2874)  loss_bbox_dn_0: 0.4059 (0.4040)  loss_bbox_dn_1: 0.3280 (0.3307)  loss_bbox_dn_2: 0.3042 (0.3117)  loss_bbox_dn_3: 0.2903 (0.3061)  loss_bbox_dn_4: 0.2903 (0.3045)  loss_bbox_dn_5: 0.2892 (0.3042)  loss_giou: 0.5338 (0.5910)  loss_giou_aux_0: 0.5626 (0.6256)  loss_giou_aux_1: 0.5324 (0.6007)  loss_giou_aux_2: 0.5366 (0.5944)  loss_giou_aux_3: 0.5316 (0.5917)  loss_giou_aux_4: 0.5317 (0.5912)  loss_giou_aux_5: 0.6553 (0.7254)  loss_giou_dn_0: 0.7166 (0.7669)  loss_giou_dn_1: 0.6152 (0.6576)  loss_giou_dn_2: 0.5878 (0.6311)  loss_giou_dn_3: 0.5803 (0.6231)  loss_giou_dn_4: 0.5755 (0.6210)  loss_giou_dn_5: 0.5734 (0.6210)  loss_vfl: 0.8026 (0.8043)  loss_vfl_aux_0: 0.9695 (0.9518)  loss_vfl_aux_1: 0.9465 (0.9105)  loss_vfl_aux_2: 0.8929 (0.8508)  loss_vfl_aux_3: 0.8102 (0.8182)  loss_vfl_aux_4: 0.7900 (0.8066)  loss_vfl_aux_5: 0.9690 (0.9342)  loss_vfl_dn_0: 0.4987 (0.4956)  loss_vfl_dn_1: 0.4594 (0.4645)  loss_vfl_dn_2: 0.4416 (0.4489)  loss_vfl_dn_3: 0.4371 (0.4413)  loss_vfl_dn_4: 0.4328 (0.4400)  loss_vfl_dn_5: 0.4355 (0.4411)  time: 0.4668  data: 0.0136  max mem: 5652
Epoch: [3]  [5300/7393]  eta: 0:16:31  lr: 0.000010  loss: 19.8900 (20.5802)  loss_bbox: 0.2079 (0.2121)  loss_bbox_aux_0: 0.2187 (0.2294)  loss_bbox_aux_1: 0.2070 (0.2159)  loss_bbox_aux_2: 0.2164 (0.2129)  loss_bbox_aux_3: 0.2133 (0.2117)  loss_bbox_aux_4: 0.2062 (0.2120)  loss_bbox_aux_5: 0.2845 (0.2873)  loss_bbox_dn_0: 0.3748 (0.4035)  loss_bbox_dn_1: 0.3091 (0.3303)  loss_bbox_dn_2: 0.2950 (0.3113)  loss_bbox_dn_3: 0.2921 (0.3057)  loss_bbox_dn_4: 0.2909 (0.3041)  loss_bbox_dn_5: 0.2912 (0.3038)  loss_giou: 0.5225 (0.5910)  loss_giou_aux_0: 0.5637 (0.6254)  loss_giou_aux_1: 0.5341 (0.6006)  loss_giou_aux_2: 0.5279 (0.5943)  loss_giou_aux_3: 0.5227 (0.5916)  loss_giou_aux_4: 0.5200 (0.5911)  loss_giou_aux_5: 0.6719 (0.7251)  loss_giou_dn_0: 0.7386 (0.7665)  loss_giou_dn_1: 0.6233 (0.6572)  loss_giou_dn_2: 0.6060 (0.6308)  loss_giou_dn_3: 0.5974 (0.6228)  loss_giou_dn_4: 0.5937 (0.6207)  loss_giou_dn_5: 0.5937 (0.6207)  loss_vfl: 0.7643 (0.8035)  loss_vfl_aux_0: 0.9146 (0.9511)  loss_vfl_aux_1: 0.8813 (0.9099)  loss_vfl_aux_2: 0.8289 (0.8501)  loss_vfl_aux_3: 0.7713 (0.8175)  loss_vfl_aux_4: 0.7721 (0.8058)  loss_vfl_aux_5: 0.9246 (0.9336)  loss_vfl_dn_0: 0.4968 (0.4956)  loss_vfl_dn_1: 0.4674 (0.4644)  loss_vfl_dn_2: 0.4504 (0.4488)  loss_vfl_dn_3: 0.4395 (0.4413)  loss_vfl_dn_4: 0.4363 (0.4399)  loss_vfl_dn_5: 0.4352 (0.4410)  time: 0.4749  data: 0.0136  max mem: 5652
Epoch: [3]  [5400/7393]  eta: 0:15:43  lr: 0.000010  loss: 20.1362 (20.5768)  loss_bbox: 0.2038 (0.2122)  loss_bbox_aux_0: 0.2215 (0.2294)  loss_bbox_aux_1: 0.2064 (0.2159)  loss_bbox_aux_2: 0.2052 (0.2129)  loss_bbox_aux_3: 0.2091 (0.2117)  loss_bbox_aux_4: 0.2120 (0.2121)  loss_bbox_aux_5: 0.2628 (0.2872)  loss_bbox_dn_0: 0.3448 (0.4035)  loss_bbox_dn_1: 0.2863 (0.3304)  loss_bbox_dn_2: 0.2673 (0.3114)  loss_bbox_dn_3: 0.2635 (0.3058)  loss_bbox_dn_4: 0.2630 (0.3043)  loss_bbox_dn_5: 0.2626 (0.3039)  loss_giou: 0.6064 (0.5906)  loss_giou_aux_0: 0.6188 (0.6250)  loss_giou_aux_1: 0.5980 (0.6002)  loss_giou_aux_2: 0.6050 (0.5939)  loss_giou_aux_3: 0.6023 (0.5912)  loss_giou_aux_4: 0.5976 (0.5908)  loss_giou_aux_5: 0.7336 (0.7248)  loss_giou_dn_0: 0.7656 (0.7663)  loss_giou_dn_1: 0.6607 (0.6570)  loss_giou_dn_2: 0.6334 (0.6305)  loss_giou_dn_3: 0.6253 (0.6225)  loss_giou_dn_4: 0.6227 (0.6205)  loss_giou_dn_5: 0.6223 (0.6205)  loss_vfl: 0.7830 (0.8035)  loss_vfl_aux_0: 0.9199 (0.9512)  loss_vfl_aux_1: 0.8737 (0.9101)  loss_vfl_aux_2: 0.8088 (0.8502)  loss_vfl_aux_3: 0.7844 (0.8175)  loss_vfl_aux_4: 0.7891 (0.8057)  loss_vfl_aux_5: 0.8735 (0.9334)  loss_vfl_dn_0: 0.4933 (0.4957)  loss_vfl_dn_1: 0.4572 (0.4644)  loss_vfl_dn_2: 0.4459 (0.4488)  loss_vfl_dn_3: 0.4406 (0.4413)  loss_vfl_dn_4: 0.4392 (0.4399)  loss_vfl_dn_5: 0.4407 (0.4410)  time: 0.4668  data: 0.0138  max mem: 5652
Epoch: [3]  [5500/7393]  eta: 0:14:57  lr: 0.000010  loss: 20.6802 (20.5759)  loss_bbox: 0.2054 (0.2122)  loss_bbox_aux_0: 0.2224 (0.2293)  loss_bbox_aux_1: 0.2088 (0.2158)  loss_bbox_aux_2: 0.2040 (0.2129)  loss_bbox_aux_3: 0.2036 (0.2116)  loss_bbox_aux_4: 0.2048 (0.2121)  loss_bbox_aux_5: 0.2767 (0.2871)  loss_bbox_dn_0: 0.3758 (0.4033)  loss_bbox_dn_1: 0.3211 (0.3303)  loss_bbox_dn_2: 0.3129 (0.3113)  loss_bbox_dn_3: 0.3085 (0.3057)  loss_bbox_dn_4: 0.3068 (0.3041)  loss_bbox_dn_5: 0.3043 (0.3037)  loss_giou: 0.6189 (0.5908)  loss_giou_aux_0: 0.6529 (0.6252)  loss_giou_aux_1: 0.6226 (0.6003)  loss_giou_aux_2: 0.6244 (0.5941)  loss_giou_aux_3: 0.6078 (0.5914)  loss_giou_aux_4: 0.6097 (0.5909)  loss_giou_aux_5: 0.7413 (0.7248)  loss_giou_dn_0: 0.7852 (0.7664)  loss_giou_dn_1: 0.6843 (0.6570)  loss_giou_dn_2: 0.6612 (0.6306)  loss_giou_dn_3: 0.6541 (0.6226)  loss_giou_dn_4: 0.6525 (0.6206)  loss_giou_dn_5: 0.6520 (0.6206)  loss_vfl: 0.7696 (0.8034)  loss_vfl_aux_0: 0.9117 (0.9509)  loss_vfl_aux_1: 0.8778 (0.9101)  loss_vfl_aux_2: 0.8172 (0.8501)  loss_vfl_aux_3: 0.8082 (0.8174)  loss_vfl_aux_4: 0.7719 (0.8056)  loss_vfl_aux_5: 0.8467 (0.9330)  loss_vfl_dn_0: 0.4958 (0.4956)  loss_vfl_dn_1: 0.4650 (0.4643)  loss_vfl_dn_2: 0.4521 (0.4487)  loss_vfl_dn_3: 0.4400 (0.4412)  loss_vfl_dn_4: 0.4417 (0.4398)  loss_vfl_dn_5: 0.4440 (0.4409)  time: 0.4684  data: 0.0139  max mem: 5652
Epoch: [3]  [5600/7393]  eta: 0:14:09  lr: 0.000010  loss: 20.1648 (20.5720)  loss_bbox: 0.1949 (0.2119)  loss_bbox_aux_0: 0.2126 (0.2291)  loss_bbox_aux_1: 0.1942 (0.2156)  loss_bbox_aux_2: 0.1861 (0.2127)  loss_bbox_aux_3: 0.1914 (0.2114)  loss_bbox_aux_4: 0.1910 (0.2118)  loss_bbox_aux_5: 0.2646 (0.2868)  loss_bbox_dn_0: 0.3634 (0.4029)  loss_bbox_dn_1: 0.2837 (0.3299)  loss_bbox_dn_2: 0.2756 (0.3110)  loss_bbox_dn_3: 0.2740 (0.3054)  loss_bbox_dn_4: 0.2734 (0.3038)  loss_bbox_dn_5: 0.2735 (0.3034)  loss_giou: 0.6102 (0.5911)  loss_giou_aux_0: 0.6525 (0.6254)  loss_giou_aux_1: 0.6309 (0.6007)  loss_giou_aux_2: 0.6218 (0.5944)  loss_giou_aux_3: 0.6154 (0.5917)  loss_giou_aux_4: 0.6055 (0.5912)  loss_giou_aux_5: 0.7476 (0.7250)  loss_giou_dn_0: 0.7609 (0.7663)  loss_giou_dn_1: 0.6499 (0.6571)  loss_giou_dn_2: 0.6259 (0.6307)  loss_giou_dn_3: 0.6208 (0.6227)  loss_giou_dn_4: 0.6189 (0.6206)  loss_giou_dn_5: 0.6187 (0.6206)  loss_vfl: 0.7744 (0.8031)  loss_vfl_aux_0: 0.9351 (0.9508)  loss_vfl_aux_1: 0.8695 (0.9100)  loss_vfl_aux_2: 0.8317 (0.8498)  loss_vfl_aux_3: 0.7920 (0.8172)  loss_vfl_aux_4: 0.7776 (0.8054)  loss_vfl_aux_5: 0.9035 (0.9327)  loss_vfl_dn_0: 0.4901 (0.4955)  loss_vfl_dn_1: 0.4508 (0.4642)  loss_vfl_dn_2: 0.4377 (0.4486)  loss_vfl_dn_3: 0.4341 (0.4411)  loss_vfl_dn_4: 0.4291 (0.4397)  loss_vfl_dn_5: 0.4309 (0.4408)  time: 0.4718  data: 0.0137  max mem: 5652
Epoch: [3]  [5700/7393]  eta: 0:13:26  lr: 0.000010  loss: 20.0179 (20.5697)  loss_bbox: 0.2074 (0.2120)  loss_bbox_aux_0: 0.2200 (0.2291)  loss_bbox_aux_1: 0.1984 (0.2156)  loss_bbox_aux_2: 0.2021 (0.2127)  loss_bbox_aux_3: 0.2104 (0.2114)  loss_bbox_aux_4: 0.2074 (0.2118)  loss_bbox_aux_5: 0.2732 (0.2868)  loss_bbox_dn_0: 0.3801 (0.4030)  loss_bbox_dn_1: 0.3094 (0.3300)  loss_bbox_dn_2: 0.2899 (0.3111)  loss_bbox_dn_3: 0.2834 (0.3054)  loss_bbox_dn_4: 0.2812 (0.3038)  loss_bbox_dn_5: 0.2809 (0.3034)  loss_giou: 0.5422 (0.5910)  loss_giou_aux_0: 0.5805 (0.6253)  loss_giou_aux_1: 0.5558 (0.6006)  loss_giou_aux_2: 0.5684 (0.5943)  loss_giou_aux_3: 0.5485 (0.5916)  loss_giou_aux_4: 0.5415 (0.5911)  loss_giou_aux_5: 0.6844 (0.7247)  loss_giou_dn_0: 0.7515 (0.7661)  loss_giou_dn_1: 0.6375 (0.6569)  loss_giou_dn_2: 0.6092 (0.6305)  loss_giou_dn_3: 0.5997 (0.6225)  loss_giou_dn_4: 0.5983 (0.6204)  loss_giou_dn_5: 0.5971 (0.6204)  loss_vfl: 0.7916 (0.8030)  loss_vfl_aux_0: 0.9460 (0.9508)  loss_vfl_aux_1: 0.8817 (0.9100)  loss_vfl_aux_2: 0.8401 (0.8498)  loss_vfl_aux_3: 0.8096 (0.8171)  loss_vfl_aux_4: 0.7959 (0.8054)  loss_vfl_aux_5: 0.9393 (0.9327)  loss_vfl_dn_0: 0.4934 (0.4955)  loss_vfl_dn_1: 0.4514 (0.4641)  loss_vfl_dn_2: 0.4300 (0.4485)  loss_vfl_dn_3: 0.4253 (0.4410)  loss_vfl_dn_4: 0.4213 (0.4396)  loss_vfl_dn_5: 0.4207 (0.4406)  time: 0.8961  data: 0.0143  max mem: 5652
Epoch: [3]  [5800/7393]  eta: 0:12:37  lr: 0.000010  loss: 20.8606 (20.5664)  loss_bbox: 0.2118 (0.2120)  loss_bbox_aux_0: 0.2215 (0.2291)  loss_bbox_aux_1: 0.2062 (0.2156)  loss_bbox_aux_2: 0.2097 (0.2126)  loss_bbox_aux_3: 0.2073 (0.2114)  loss_bbox_aux_4: 0.2137 (0.2118)  loss_bbox_aux_5: 0.3151 (0.2867)  loss_bbox_dn_0: 0.4060 (0.4030)  loss_bbox_dn_1: 0.3196 (0.3300)  loss_bbox_dn_2: 0.3002 (0.3111)  loss_bbox_dn_3: 0.2957 (0.3054)  loss_bbox_dn_4: 0.2928 (0.3039)  loss_bbox_dn_5: 0.2907 (0.3034)  loss_giou: 0.5777 (0.5907)  loss_giou_aux_0: 0.6188 (0.6249)  loss_giou_aux_1: 0.5770 (0.6002)  loss_giou_aux_2: 0.5626 (0.5940)  loss_giou_aux_3: 0.5675 (0.5913)  loss_giou_aux_4: 0.5693 (0.5908)  loss_giou_aux_5: 0.7313 (0.7243)  loss_giou_dn_0: 0.7716 (0.7659)  loss_giou_dn_1: 0.6652 (0.6567)  loss_giou_dn_2: 0.6308 (0.6303)  loss_giou_dn_3: 0.6230 (0.6223)  loss_giou_dn_4: 0.6198 (0.6203)  loss_giou_dn_5: 0.6197 (0.6202)  loss_vfl: 0.8465 (0.8031)  loss_vfl_aux_0: 0.9478 (0.9509)  loss_vfl_aux_1: 0.9637 (0.9101)  loss_vfl_aux_2: 0.8896 (0.8498)  loss_vfl_aux_3: 0.8439 (0.8172)  loss_vfl_aux_4: 0.8409 (0.8054)  loss_vfl_aux_5: 0.9146 (0.9328)  loss_vfl_dn_0: 0.4982 (0.4955)  loss_vfl_dn_1: 0.4653 (0.4641)  loss_vfl_dn_2: 0.4478 (0.4485)  loss_vfl_dn_3: 0.4426 (0.4409)  loss_vfl_dn_4: 0.4356 (0.4395)  loss_vfl_dn_5: 0.4357 (0.4406)  time: 0.4659  data: 0.0140  max mem: 5652
Epoch: [3]  [5900/7393]  eta: 0:11:50  lr: 0.000010  loss: 20.4922 (20.5647)  loss_bbox: 0.2018 (0.2118)  loss_bbox_aux_0: 0.2238 (0.2289)  loss_bbox_aux_1: 0.2098 (0.2154)  loss_bbox_aux_2: 0.2171 (0.2124)  loss_bbox_aux_3: 0.2062 (0.2112)  loss_bbox_aux_4: 0.2027 (0.2116)  loss_bbox_aux_5: 0.2801 (0.2865)  loss_bbox_dn_0: 0.4098 (0.4028)  loss_bbox_dn_1: 0.3283 (0.3298)  loss_bbox_dn_2: 0.3034 (0.3109)  loss_bbox_dn_3: 0.2957 (0.3053)  loss_bbox_dn_4: 0.2951 (0.3037)  loss_bbox_dn_5: 0.2952 (0.3033)  loss_giou: 0.6133 (0.5907)  loss_giou_aux_0: 0.6131 (0.6250)  loss_giou_aux_1: 0.5941 (0.6003)  loss_giou_aux_2: 0.5945 (0.5940)  loss_giou_aux_3: 0.6029 (0.5913)  loss_giou_aux_4: 0.6048 (0.5909)  loss_giou_aux_5: 0.7215 (0.7243)  loss_giou_dn_0: 0.7523 (0.7658)  loss_giou_dn_1: 0.6511 (0.6567)  loss_giou_dn_2: 0.6259 (0.6303)  loss_giou_dn_3: 0.6191 (0.6223)  loss_giou_dn_4: 0.6187 (0.6203)  loss_giou_dn_5: 0.6194 (0.6203)  loss_vfl: 0.7988 (0.8033)  loss_vfl_aux_0: 0.9668 (0.9510)  loss_vfl_aux_1: 0.9178 (0.9102)  loss_vfl_aux_2: 0.8240 (0.8500)  loss_vfl_aux_3: 0.8234 (0.8174)  loss_vfl_aux_4: 0.8119 (0.8056)  loss_vfl_aux_5: 0.9185 (0.9328)  loss_vfl_dn_0: 0.4975 (0.4955)  loss_vfl_dn_1: 0.4564 (0.4640)  loss_vfl_dn_2: 0.4363 (0.4484)  loss_vfl_dn_3: 0.4330 (0.4409)  loss_vfl_dn_4: 0.4312 (0.4395)  loss_vfl_dn_5: 0.4342 (0.4405)  time: 0.4749  data: 0.0140  max mem: 5652
Epoch: [3]  [6000/7393]  eta: 0:11:02  lr: 0.000010  loss: 20.1766 (20.5577)  loss_bbox: 0.1812 (0.2117)  loss_bbox_aux_0: 0.1915 (0.2287)  loss_bbox_aux_1: 0.1895 (0.2152)  loss_bbox_aux_2: 0.1811 (0.2123)  loss_bbox_aux_3: 0.1879 (0.2111)  loss_bbox_aux_4: 0.1856 (0.2115)  loss_bbox_aux_5: 0.2460 (0.2863)  loss_bbox_dn_0: 0.3322 (0.4024)  loss_bbox_dn_1: 0.2794 (0.3295)  loss_bbox_dn_2: 0.2630 (0.3106)  loss_bbox_dn_3: 0.2615 (0.3049)  loss_bbox_dn_4: 0.2607 (0.3033)  loss_bbox_dn_5: 0.2602 (0.3029)  loss_giou: 0.5717 (0.5909)  loss_giou_aux_0: 0.6100 (0.6250)  loss_giou_aux_1: 0.5828 (0.6004)  loss_giou_aux_2: 0.5590 (0.5941)  loss_giou_aux_3: 0.5654 (0.5914)  loss_giou_aux_4: 0.5713 (0.5910)  loss_giou_aux_5: 0.7404 (0.7242)  loss_giou_dn_0: 0.7593 (0.7657)  loss_giou_dn_1: 0.6436 (0.6566)  loss_giou_dn_2: 0.6114 (0.6303)  loss_giou_dn_3: 0.6026 (0.6223)  loss_giou_dn_4: 0.6031 (0.6202)  loss_giou_dn_5: 0.6029 (0.6202)  loss_vfl: 0.7454 (0.8027)  loss_vfl_aux_0: 0.8570 (0.9505)  loss_vfl_aux_1: 0.8403 (0.9097)  loss_vfl_aux_2: 0.8108 (0.8496)  loss_vfl_aux_3: 0.7732 (0.8169)  loss_vfl_aux_4: 0.7619 (0.8051)  loss_vfl_aux_5: 0.8895 (0.9322)  loss_vfl_dn_0: 0.4911 (0.4955)  loss_vfl_dn_1: 0.4571 (0.4639)  loss_vfl_dn_2: 0.4441 (0.4483)  loss_vfl_dn_3: 0.4336 (0.4408)  loss_vfl_dn_4: 0.4369 (0.4394)  loss_vfl_dn_5: 0.4329 (0.4404)  time: 0.4591  data: 0.0136  max mem: 5652
Epoch: [3]  [6100/7393]  eta: 0:10:14  lr: 0.000010  loss: 21.1203 (20.5560)  loss_bbox: 0.1926 (0.2117)  loss_bbox_aux_0: 0.2137 (0.2288)  loss_bbox_aux_1: 0.2006 (0.2152)  loss_bbox_aux_2: 0.1950 (0.2123)  loss_bbox_aux_3: 0.1954 (0.2111)  loss_bbox_aux_4: 0.1933 (0.2115)  loss_bbox_aux_5: 0.2701 (0.2862)  loss_bbox_dn_0: 0.3615 (0.4022)  loss_bbox_dn_1: 0.2927 (0.3294)  loss_bbox_dn_2: 0.2793 (0.3105)  loss_bbox_dn_3: 0.2777 (0.3049)  loss_bbox_dn_4: 0.2768 (0.3033)  loss_bbox_dn_5: 0.2765 (0.3029)  loss_giou: 0.5641 (0.5909)  loss_giou_aux_0: 0.6214 (0.6251)  loss_giou_aux_1: 0.5782 (0.6004)  loss_giou_aux_2: 0.5684 (0.5941)  loss_giou_aux_3: 0.5656 (0.5914)  loss_giou_aux_4: 0.5681 (0.5910)  loss_giou_aux_5: 0.7089 (0.7242)  loss_giou_dn_0: 0.7521 (0.7656)  loss_giou_dn_1: 0.6617 (0.6565)  loss_giou_dn_2: 0.6310 (0.6302)  loss_giou_dn_3: 0.6220 (0.6223)  loss_giou_dn_4: 0.6188 (0.6202)  loss_giou_dn_5: 0.6188 (0.6202)  loss_vfl: 0.8454 (0.8027)  loss_vfl_aux_0: 0.9654 (0.9502)  loss_vfl_aux_1: 0.9585 (0.9096)  loss_vfl_aux_2: 0.9036 (0.8495)  loss_vfl_aux_3: 0.8650 (0.8169)  loss_vfl_aux_4: 0.8442 (0.8050)  loss_vfl_aux_5: 0.9311 (0.9321)  loss_vfl_dn_0: 0.4990 (0.4954)  loss_vfl_dn_1: 0.4703 (0.4639)  loss_vfl_dn_2: 0.4551 (0.4483)  loss_vfl_dn_3: 0.4443 (0.4408)  loss_vfl_dn_4: 0.4447 (0.4393)  loss_vfl_dn_5: 0.4433 (0.4403)  time: 0.4745  data: 0.0146  max mem: 5652
Epoch: [3]  [6200/7393]  eta: 0:09:26  lr: 0.000010  loss: 19.9046 (20.5533)  loss_bbox: 0.1903 (0.2117)  loss_bbox_aux_0: 0.2104 (0.2288)  loss_bbox_aux_1: 0.1944 (0.2152)  loss_bbox_aux_2: 0.1998 (0.2123)  loss_bbox_aux_3: 0.1884 (0.2111)  loss_bbox_aux_4: 0.1920 (0.2115)  loss_bbox_aux_5: 0.2693 (0.2862)  loss_bbox_dn_0: 0.3520 (0.4021)  loss_bbox_dn_1: 0.3096 (0.3292)  loss_bbox_dn_2: 0.2966 (0.3104)  loss_bbox_dn_3: 0.2913 (0.3047)  loss_bbox_dn_4: 0.2908 (0.3032)  loss_bbox_dn_5: 0.2899 (0.3027)  loss_giou: 0.5554 (0.5911)  loss_giou_aux_0: 0.5936 (0.6252)  loss_giou_aux_1: 0.5656 (0.6005)  loss_giou_aux_2: 0.5593 (0.5943)  loss_giou_aux_3: 0.5654 (0.5916)  loss_giou_aux_4: 0.5548 (0.5912)  loss_giou_aux_5: 0.6855 (0.7242)  loss_giou_dn_0: 0.7395 (0.7655)  loss_giou_dn_1: 0.6370 (0.6565)  loss_giou_dn_2: 0.6095 (0.6302)  loss_giou_dn_3: 0.6019 (0.6222)  loss_giou_dn_4: 0.6012 (0.6202)  loss_giou_dn_5: 0.6012 (0.6202)  loss_vfl: 0.7701 (0.8024)  loss_vfl_aux_0: 0.9337 (0.9499)  loss_vfl_aux_1: 0.8846 (0.9092)  loss_vfl_aux_2: 0.8345 (0.8492)  loss_vfl_aux_3: 0.7802 (0.8166)  loss_vfl_aux_4: 0.7696 (0.8047)  loss_vfl_aux_5: 0.8860 (0.9317)  loss_vfl_dn_0: 0.4825 (0.4954)  loss_vfl_dn_1: 0.4498 (0.4638)  loss_vfl_dn_2: 0.4332 (0.4482)  loss_vfl_dn_3: 0.4268 (0.4407)  loss_vfl_dn_4: 0.4285 (0.4393)  loss_vfl_dn_5: 0.4280 (0.4403)  time: 0.4591  data: 0.0143  max mem: 5652
Epoch: [3]  [6300/7393]  eta: 0:08:39  lr: 0.000010  loss: 20.1610 (20.5504)  loss_bbox: 0.2240 (0.2117)  loss_bbox_aux_0: 0.2309 (0.2289)  loss_bbox_aux_1: 0.2230 (0.2153)  loss_bbox_aux_2: 0.2111 (0.2123)  loss_bbox_aux_3: 0.2274 (0.2111)  loss_bbox_aux_4: 0.2243 (0.2116)  loss_bbox_aux_5: 0.2798 (0.2862)  loss_bbox_dn_0: 0.4035 (0.4022)  loss_bbox_dn_1: 0.3331 (0.3293)  loss_bbox_dn_2: 0.3140 (0.3104)  loss_bbox_dn_3: 0.3075 (0.3048)  loss_bbox_dn_4: 0.3053 (0.3032)  loss_bbox_dn_5: 0.3047 (0.3028)  loss_giou: 0.5111 (0.5907)  loss_giou_aux_0: 0.5626 (0.6249)  loss_giou_aux_1: 0.5268 (0.6003)  loss_giou_aux_2: 0.5271 (0.5939)  loss_giou_aux_3: 0.5109 (0.5912)  loss_giou_aux_4: 0.5089 (0.5909)  loss_giou_aux_5: 0.6516 (0.7237)  loss_giou_dn_0: 0.7236 (0.7653)  loss_giou_dn_1: 0.6190 (0.6563)  loss_giou_dn_2: 0.5868 (0.6300)  loss_giou_dn_3: 0.5749 (0.6220)  loss_giou_dn_4: 0.5724 (0.6200)  loss_giou_dn_5: 0.5717 (0.6199)  loss_vfl: 0.7920 (0.8025)  loss_vfl_aux_0: 0.9174 (0.9499)  loss_vfl_aux_1: 0.8931 (0.9091)  loss_vfl_aux_2: 0.8394 (0.8493)  loss_vfl_aux_3: 0.8051 (0.8167)  loss_vfl_aux_4: 0.7902 (0.8048)  loss_vfl_aux_5: 0.9545 (0.9318)  loss_vfl_dn_0: 0.5008 (0.4954)  loss_vfl_dn_1: 0.4611 (0.4638)  loss_vfl_dn_2: 0.4440 (0.4482)  loss_vfl_dn_3: 0.4379 (0.4407)  loss_vfl_dn_4: 0.4310 (0.4392)  loss_vfl_dn_5: 0.4288 (0.4402)  time: 0.4707  data: 0.0137  max mem: 5652
Epoch: [3]  [6400/7393]  eta: 0:07:51  lr: 0.000010  loss: 20.4765 (20.5485)  loss_bbox: 0.2111 (0.2116)  loss_bbox_aux_0: 0.2294 (0.2289)  loss_bbox_aux_1: 0.2246 (0.2153)  loss_bbox_aux_2: 0.2147 (0.2122)  loss_bbox_aux_3: 0.2189 (0.2110)  loss_bbox_aux_4: 0.2140 (0.2115)  loss_bbox_aux_5: 0.2669 (0.2861)  loss_bbox_dn_0: 0.3841 (0.4022)  loss_bbox_dn_1: 0.3303 (0.3294)  loss_bbox_dn_2: 0.3184 (0.3105)  loss_bbox_dn_3: 0.3102 (0.3049)  loss_bbox_dn_4: 0.3113 (0.3032)  loss_bbox_dn_5: 0.3111 (0.3028)  loss_giou: 0.5376 (0.5905)  loss_giou_aux_0: 0.5645 (0.6248)  loss_giou_aux_1: 0.5572 (0.6001)  loss_giou_aux_2: 0.5482 (0.5937)  loss_giou_aux_3: 0.5269 (0.5910)  loss_giou_aux_4: 0.5465 (0.5907)  loss_giou_aux_5: 0.6503 (0.7234)  loss_giou_dn_0: 0.7582 (0.7652)  loss_giou_dn_1: 0.6470 (0.6562)  loss_giou_dn_2: 0.6245 (0.6299)  loss_giou_dn_3: 0.6182 (0.6219)  loss_giou_dn_4: 0.6157 (0.6198)  loss_giou_dn_5: 0.6155 (0.6198)  loss_vfl: 0.8150 (0.8026)  loss_vfl_aux_0: 0.9948 (0.9500)  loss_vfl_aux_1: 0.9088 (0.9091)  loss_vfl_aux_2: 0.8617 (0.8494)  loss_vfl_aux_3: 0.8452 (0.8169)  loss_vfl_aux_4: 0.8102 (0.8050)  loss_vfl_aux_5: 0.9362 (0.9318)  loss_vfl_dn_0: 0.4989 (0.4954)  loss_vfl_dn_1: 0.4666 (0.4637)  loss_vfl_dn_2: 0.4407 (0.4481)  loss_vfl_dn_3: 0.4319 (0.4406)  loss_vfl_dn_4: 0.4298 (0.4391)  loss_vfl_dn_5: 0.4359 (0.4401)  time: 0.4619  data: 0.0148  max mem: 5652
Epoch: [3]  [6500/7393]  eta: 0:07:03  lr: 0.000010  loss: 20.3884 (20.5437)  loss_bbox: 0.2154 (0.2116)  loss_bbox_aux_0: 0.2343 (0.2289)  loss_bbox_aux_1: 0.2171 (0.2153)  loss_bbox_aux_2: 0.2161 (0.2123)  loss_bbox_aux_3: 0.2207 (0.2111)  loss_bbox_aux_4: 0.2157 (0.2115)  loss_bbox_aux_5: 0.2890 (0.2861)  loss_bbox_dn_0: 0.4060 (0.4022)  loss_bbox_dn_1: 0.3231 (0.3293)  loss_bbox_dn_2: 0.3041 (0.3104)  loss_bbox_dn_3: 0.2926 (0.3048)  loss_bbox_dn_4: 0.2931 (0.3031)  loss_bbox_dn_5: 0.2942 (0.3027)  loss_giou: 0.5736 (0.5904)  loss_giou_aux_0: 0.5919 (0.6246)  loss_giou_aux_1: 0.5793 (0.6001)  loss_giou_aux_2: 0.5678 (0.5936)  loss_giou_aux_3: 0.5843 (0.5909)  loss_giou_aux_4: 0.5773 (0.5905)  loss_giou_aux_5: 0.7164 (0.7232)  loss_giou_dn_0: 0.7557 (0.7650)  loss_giou_dn_1: 0.6550 (0.6560)  loss_giou_dn_2: 0.6380 (0.6297)  loss_giou_dn_3: 0.6320 (0.6217)  loss_giou_dn_4: 0.6286 (0.6197)  loss_giou_dn_5: 0.6280 (0.6197)  loss_vfl: 0.7875 (0.8024)  loss_vfl_aux_0: 0.9149 (0.9497)  loss_vfl_aux_1: 0.8940 (0.9088)  loss_vfl_aux_2: 0.8238 (0.8491)  loss_vfl_aux_3: 0.7925 (0.8165)  loss_vfl_aux_4: 0.7817 (0.8047)  loss_vfl_aux_5: 0.8847 (0.9317)  loss_vfl_dn_0: 0.4920 (0.4953)  loss_vfl_dn_1: 0.4609 (0.4636)  loss_vfl_dn_2: 0.4432 (0.4480)  loss_vfl_dn_3: 0.4341 (0.4405)  loss_vfl_dn_4: 0.4295 (0.4390)  loss_vfl_dn_5: 0.4295 (0.4400)  time: 0.4726  data: 0.0143  max mem: 5652
Epoch: [3]  [6600/7393]  eta: 0:06:16  lr: 0.000010  loss: 20.0437 (20.5404)  loss_bbox: 0.1913 (0.2116)  loss_bbox_aux_0: 0.2149 (0.2289)  loss_bbox_aux_1: 0.1959 (0.2153)  loss_bbox_aux_2: 0.2009 (0.2123)  loss_bbox_aux_3: 0.1967 (0.2110)  loss_bbox_aux_4: 0.1912 (0.2114)  loss_bbox_aux_5: 0.2636 (0.2860)  loss_bbox_dn_0: 0.3348 (0.4019)  loss_bbox_dn_1: 0.2699 (0.3290)  loss_bbox_dn_2: 0.2453 (0.3102)  loss_bbox_dn_3: 0.2410 (0.3045)  loss_bbox_dn_4: 0.2391 (0.3029)  loss_bbox_dn_5: 0.2389 (0.3025)  loss_giou: 0.6226 (0.5906)  loss_giou_aux_0: 0.6519 (0.6249)  loss_giou_aux_1: 0.6247 (0.6003)  loss_giou_aux_2: 0.6311 (0.5938)  loss_giou_aux_3: 0.6204 (0.5911)  loss_giou_aux_4: 0.6229 (0.5907)  loss_giou_aux_5: 0.7277 (0.7233)  loss_giou_dn_0: 0.7462 (0.7650)  loss_giou_dn_1: 0.6330 (0.6560)  loss_giou_dn_2: 0.6026 (0.6297)  loss_giou_dn_3: 0.5918 (0.6217)  loss_giou_dn_4: 0.5881 (0.6197)  loss_giou_dn_5: 0.5877 (0.6197)  loss_vfl: 0.8186 (0.8021)  loss_vfl_aux_0: 0.9282 (0.9492)  loss_vfl_aux_1: 0.9017 (0.9083)  loss_vfl_aux_2: 0.8502 (0.8488)  loss_vfl_aux_3: 0.8228 (0.8164)  loss_vfl_aux_4: 0.8156 (0.8045)  loss_vfl_aux_5: 0.9048 (0.9312)  loss_vfl_dn_0: 0.4876 (0.4952)  loss_vfl_dn_1: 0.4541 (0.4635)  loss_vfl_dn_2: 0.4323 (0.4479)  loss_vfl_dn_3: 0.4308 (0.4404)  loss_vfl_dn_4: 0.4301 (0.4389)  loss_vfl_dn_5: 0.4309 (0.4399)  time: 0.4692  data: 0.0138  max mem: 5652
Epoch: [3]  [6700/7393]  eta: 0:05:28  lr: 0.000010  loss: 19.9329 (20.5327)  loss_bbox: 0.1912 (0.2115)  loss_bbox_aux_0: 0.2093 (0.2288)  loss_bbox_aux_1: 0.2046 (0.2152)  loss_bbox_aux_2: 0.1961 (0.2121)  loss_bbox_aux_3: 0.1931 (0.2109)  loss_bbox_aux_4: 0.1914 (0.2113)  loss_bbox_aux_5: 0.2808 (0.2858)  loss_bbox_dn_0: 0.3847 (0.4017)  loss_bbox_dn_1: 0.3060 (0.3289)  loss_bbox_dn_2: 0.2952 (0.3100)  loss_bbox_dn_3: 0.2890 (0.3043)  loss_bbox_dn_4: 0.2885 (0.3027)  loss_bbox_dn_5: 0.2881 (0.3022)  loss_giou: 0.5561 (0.5902)  loss_giou_aux_0: 0.5929 (0.6245)  loss_giou_aux_1: 0.5646 (0.5999)  loss_giou_aux_2: 0.5649 (0.5934)  loss_giou_aux_3: 0.5629 (0.5907)  loss_giou_aux_4: 0.5579 (0.5903)  loss_giou_aux_5: 0.6750 (0.7229)  loss_giou_dn_0: 0.7550 (0.7647)  loss_giou_dn_1: 0.6372 (0.6557)  loss_giou_dn_2: 0.6054 (0.6294)  loss_giou_dn_3: 0.5942 (0.6214)  loss_giou_dn_4: 0.5926 (0.6194)  loss_giou_dn_5: 0.5923 (0.6194)  loss_vfl: 0.7934 (0.8021)  loss_vfl_aux_0: 0.9272 (0.9492)  loss_vfl_aux_1: 0.8957 (0.9083)  loss_vfl_aux_2: 0.8262 (0.8488)  loss_vfl_aux_3: 0.8057 (0.8163)  loss_vfl_aux_4: 0.7979 (0.8044)  loss_vfl_aux_5: 0.9221 (0.9311)  loss_vfl_dn_0: 0.4918 (0.4952)  loss_vfl_dn_1: 0.4539 (0.4634)  loss_vfl_dn_2: 0.4397 (0.4478)  loss_vfl_dn_3: 0.4304 (0.4403)  loss_vfl_dn_4: 0.4294 (0.4388)  loss_vfl_dn_5: 0.4296 (0.4398)  time: 0.4555  data: 0.0138  max mem: 5652
Epoch: [3]  [6800/7393]  eta: 0:04:41  lr: 0.000010  loss: 20.0798 (20.5306)  loss_bbox: 0.2092 (0.2115)  loss_bbox_aux_0: 0.2344 (0.2288)  loss_bbox_aux_1: 0.2141 (0.2152)  loss_bbox_aux_2: 0.2093 (0.2121)  loss_bbox_aux_3: 0.2034 (0.2109)  loss_bbox_aux_4: 0.2092 (0.2113)  loss_bbox_aux_5: 0.2906 (0.2858)  loss_bbox_dn_0: 0.4163 (0.4018)  loss_bbox_dn_1: 0.3382 (0.3289)  loss_bbox_dn_2: 0.3071 (0.3101)  loss_bbox_dn_3: 0.2969 (0.3044)  loss_bbox_dn_4: 0.2930 (0.3028)  loss_bbox_dn_5: 0.2930 (0.3023)  loss_giou: 0.5293 (0.5900)  loss_giou_aux_0: 0.5534 (0.6243)  loss_giou_aux_1: 0.5226 (0.5997)  loss_giou_aux_2: 0.5217 (0.5932)  loss_giou_aux_3: 0.5284 (0.5905)  loss_giou_aux_4: 0.5291 (0.5901)  loss_giou_aux_5: 0.6445 (0.7226)  loss_giou_dn_0: 0.7445 (0.7645)  loss_giou_dn_1: 0.6115 (0.6555)  loss_giou_dn_2: 0.5798 (0.6292)  loss_giou_dn_3: 0.5706 (0.6212)  loss_giou_dn_4: 0.5704 (0.6192)  loss_giou_dn_5: 0.5706 (0.6192)  loss_vfl: 0.8267 (0.8021)  loss_vfl_aux_0: 1.0209 (0.9494)  loss_vfl_aux_1: 0.9423 (0.9084)  loss_vfl_aux_2: 0.9065 (0.8489)  loss_vfl_aux_3: 0.8468 (0.8163)  loss_vfl_aux_4: 0.8291 (0.8045)  loss_vfl_aux_5: 0.9755 (0.9312)  loss_vfl_dn_0: 0.5111 (0.4952)  loss_vfl_dn_1: 0.4630 (0.4633)  loss_vfl_dn_2: 0.4515 (0.4477)  loss_vfl_dn_3: 0.4467 (0.4402)  loss_vfl_dn_4: 0.4477 (0.4387)  loss_vfl_dn_5: 0.4466 (0.4397)  time: 0.4625  data: 0.0139  max mem: 5652
Epoch: [3]  [6900/7393]  eta: 0:03:53  lr: 0.000010  loss: 20.5437 (20.5277)  loss_bbox: 0.2006 (0.2114)  loss_bbox_aux_0: 0.2189 (0.2288)  loss_bbox_aux_1: 0.2132 (0.2152)  loss_bbox_aux_2: 0.2140 (0.2121)  loss_bbox_aux_3: 0.2086 (0.2109)  loss_bbox_aux_4: 0.2063 (0.2112)  loss_bbox_aux_5: 0.2675 (0.2857)  loss_bbox_dn_0: 0.4093 (0.4016)  loss_bbox_dn_1: 0.3336 (0.3287)  loss_bbox_dn_2: 0.3127 (0.3099)  loss_bbox_dn_3: 0.2987 (0.3042)  loss_bbox_dn_4: 0.2984 (0.3026)  loss_bbox_dn_5: 0.2984 (0.3021)  loss_giou: 0.6277 (0.5901)  loss_giou_aux_0: 0.6477 (0.6244)  loss_giou_aux_1: 0.6363 (0.5999)  loss_giou_aux_2: 0.6319 (0.5933)  loss_giou_aux_3: 0.6268 (0.5906)  loss_giou_aux_4: 0.6245 (0.5902)  loss_giou_aux_5: 0.7251 (0.7225)  loss_giou_dn_0: 0.7841 (0.7645)  loss_giou_dn_1: 0.6951 (0.6555)  loss_giou_dn_2: 0.6635 (0.6293)  loss_giou_dn_3: 0.6553 (0.6213)  loss_giou_dn_4: 0.6528 (0.6192)  loss_giou_dn_5: 0.6527 (0.6192)  loss_vfl: 0.8001 (0.8019)  loss_vfl_aux_0: 0.9483 (0.9490)  loss_vfl_aux_1: 0.8959 (0.9080)  loss_vfl_aux_2: 0.8410 (0.8485)  loss_vfl_aux_3: 0.8054 (0.8161)  loss_vfl_aux_4: 0.8057 (0.8043)  loss_vfl_aux_5: 0.9361 (0.9308)  loss_vfl_dn_0: 0.4833 (0.4952)  loss_vfl_dn_1: 0.4563 (0.4633)  loss_vfl_dn_2: 0.4404 (0.4476)  loss_vfl_dn_3: 0.4372 (0.4402)  loss_vfl_dn_4: 0.4347 (0.4387)  loss_vfl_dn_5: 0.4334 (0.4397)  time: 0.4679  data: 0.0138  max mem: 5652
Epoch: [3]  [7000/7393]  eta: 0:03:06  lr: 0.000010  loss: 20.7536 (20.5250)  loss_bbox: 0.2172 (0.2115)  loss_bbox_aux_0: 0.2345 (0.2288)  loss_bbox_aux_1: 0.2247 (0.2152)  loss_bbox_aux_2: 0.2231 (0.2121)  loss_bbox_aux_3: 0.2198 (0.2109)  loss_bbox_aux_4: 0.2208 (0.2113)  loss_bbox_aux_5: 0.2807 (0.2857)  loss_bbox_dn_0: 0.3729 (0.4015)  loss_bbox_dn_1: 0.3064 (0.3287)  loss_bbox_dn_2: 0.2892 (0.3098)  loss_bbox_dn_3: 0.2865 (0.3041)  loss_bbox_dn_4: 0.2864 (0.3025)  loss_bbox_dn_5: 0.2865 (0.3020)  loss_giou: 0.6000 (0.5901)  loss_giou_aux_0: 0.6296 (0.6243)  loss_giou_aux_1: 0.6192 (0.5998)  loss_giou_aux_2: 0.6126 (0.5933)  loss_giou_aux_3: 0.5945 (0.5905)  loss_giou_aux_4: 0.6006 (0.5901)  loss_giou_aux_5: 0.7125 (0.7222)  loss_giou_dn_0: 0.7766 (0.7644)  loss_giou_dn_1: 0.6617 (0.6555)  loss_giou_dn_2: 0.6333 (0.6292)  loss_giou_dn_3: 0.6277 (0.6212)  loss_giou_dn_4: 0.6247 (0.6192)  loss_giou_dn_5: 0.6241 (0.6191)  loss_vfl: 0.7671 (0.8017)  loss_vfl_aux_0: 0.9023 (0.9489)  loss_vfl_aux_1: 0.8716 (0.9079)  loss_vfl_aux_2: 0.7821 (0.8484)  loss_vfl_aux_3: 0.7788 (0.8160)  loss_vfl_aux_4: 0.7732 (0.8042)  loss_vfl_aux_5: 0.8717 (0.9306)  loss_vfl_dn_0: 0.4817 (0.4952)  loss_vfl_dn_1: 0.4463 (0.4632)  loss_vfl_dn_2: 0.4319 (0.4475)  loss_vfl_dn_3: 0.4243 (0.4400)  loss_vfl_dn_4: 0.4230 (0.4386)  loss_vfl_dn_5: 0.4265 (0.4396)  time: 0.4765  data: 0.0145  max mem: 5652
Epoch: [3]  [7100/7393]  eta: 0:02:18  lr: 0.000010  loss: 20.8216 (20.5208)  loss_bbox: 0.2090 (0.2114)  loss_bbox_aux_0: 0.2064 (0.2288)  loss_bbox_aux_1: 0.1939 (0.2152)  loss_bbox_aux_2: 0.1963 (0.2121)  loss_bbox_aux_3: 0.2027 (0.2108)  loss_bbox_aux_4: 0.2052 (0.2112)  loss_bbox_aux_5: 0.2654 (0.2855)  loss_bbox_dn_0: 0.4000 (0.4014)  loss_bbox_dn_1: 0.3387 (0.3286)  loss_bbox_dn_2: 0.3209 (0.3098)  loss_bbox_dn_3: 0.3108 (0.3041)  loss_bbox_dn_4: 0.3054 (0.3024)  loss_bbox_dn_5: 0.3028 (0.3020)  loss_giou: 0.5440 (0.5898)  loss_giou_aux_0: 0.5701 (0.6240)  loss_giou_aux_1: 0.5608 (0.5995)  loss_giou_aux_2: 0.5524 (0.5930)  loss_giou_aux_3: 0.5538 (0.5902)  loss_giou_aux_4: 0.5438 (0.5898)  loss_giou_aux_5: 0.6822 (0.7219)  loss_giou_dn_0: 0.7484 (0.7642)  loss_giou_dn_1: 0.6397 (0.6552)  loss_giou_dn_2: 0.6186 (0.6290)  loss_giou_dn_3: 0.6128 (0.6210)  loss_giou_dn_4: 0.6093 (0.6189)  loss_giou_dn_5: 0.6094 (0.6189)  loss_vfl: 0.7701 (0.8018)  loss_vfl_aux_0: 0.9605 (0.9488)  loss_vfl_aux_1: 0.8925 (0.9079)  loss_vfl_aux_2: 0.8376 (0.8485)  loss_vfl_aux_3: 0.7712 (0.8160)  loss_vfl_aux_4: 0.7683 (0.8042)  loss_vfl_aux_5: 0.9080 (0.9306)  loss_vfl_dn_0: 0.4981 (0.4952)  loss_vfl_dn_1: 0.4661 (0.4632)  loss_vfl_dn_2: 0.4486 (0.4475)  loss_vfl_dn_3: 0.4378 (0.4400)  loss_vfl_dn_4: 0.4370 (0.4386)  loss_vfl_dn_5: 0.4382 (0.4395)  time: 0.4760  data: 0.0143  max mem: 5652
Epoch: [3]  [7200/7393]  eta: 0:01:31  lr: 0.000010  loss: 20.1573 (20.5164)  loss_bbox: 0.1990 (0.2114)  loss_bbox_aux_0: 0.2070 (0.2288)  loss_bbox_aux_1: 0.1953 (0.2152)  loss_bbox_aux_2: 0.1823 (0.2120)  loss_bbox_aux_3: 0.1795 (0.2108)  loss_bbox_aux_4: 0.1970 (0.2112)  loss_bbox_aux_5: 0.2743 (0.2855)  loss_bbox_dn_0: 0.3586 (0.4012)  loss_bbox_dn_1: 0.2814 (0.3284)  loss_bbox_dn_2: 0.2600 (0.3096)  loss_bbox_dn_3: 0.2580 (0.3039)  loss_bbox_dn_4: 0.2573 (0.3023)  loss_bbox_dn_5: 0.2569 (0.3018)  loss_giou: 0.6042 (0.5897)  loss_giou_aux_0: 0.6344 (0.6240)  loss_giou_aux_1: 0.6250 (0.5995)  loss_giou_aux_2: 0.6091 (0.5929)  loss_giou_aux_3: 0.6065 (0.5901)  loss_giou_aux_4: 0.6050 (0.5898)  loss_giou_aux_5: 0.7345 (0.7217)  loss_giou_dn_0: 0.7337 (0.7640)  loss_giou_dn_1: 0.6293 (0.6551)  loss_giou_dn_2: 0.5970 (0.6288)  loss_giou_dn_3: 0.5904 (0.6209)  loss_giou_dn_4: 0.5863 (0.6188)  loss_giou_dn_5: 0.5862 (0.6188)  loss_vfl: 0.7752 (0.8017)  loss_vfl_aux_0: 0.9681 (0.9486)  loss_vfl_aux_1: 0.8866 (0.9077)  loss_vfl_aux_2: 0.8141 (0.8483)  loss_vfl_aux_3: 0.7848 (0.8160)  loss_vfl_aux_4: 0.7816 (0.8042)  loss_vfl_aux_5: 0.9222 (0.9305)  loss_vfl_dn_0: 0.4925 (0.4951)  loss_vfl_dn_1: 0.4585 (0.4631)  loss_vfl_dn_2: 0.4360 (0.4474)  loss_vfl_dn_3: 0.4308 (0.4399)  loss_vfl_dn_4: 0.4284 (0.4385)  loss_vfl_dn_5: 0.4268 (0.4394)  time: 0.4554  data: 0.0135  max mem: 5652
Epoch: [3]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 19.9209 (20.5135)  loss_bbox: 0.1775 (0.2113)  loss_bbox_aux_0: 0.2048 (0.2287)  loss_bbox_aux_1: 0.1864 (0.2150)  loss_bbox_aux_2: 0.1837 (0.2119)  loss_bbox_aux_3: 0.1798 (0.2107)  loss_bbox_aux_4: 0.1773 (0.2111)  loss_bbox_aux_5: 0.2587 (0.2853)  loss_bbox_dn_0: 0.3598 (0.4009)  loss_bbox_dn_1: 0.2753 (0.3282)  loss_bbox_dn_2: 0.2525 (0.3094)  loss_bbox_dn_3: 0.2428 (0.3036)  loss_bbox_dn_4: 0.2399 (0.3020)  loss_bbox_dn_5: 0.2394 (0.3015)  loss_giou: 0.5634 (0.5896)  loss_giou_aux_0: 0.6029 (0.6239)  loss_giou_aux_1: 0.5897 (0.5994)  loss_giou_aux_2: 0.5861 (0.5929)  loss_giou_aux_3: 0.5782 (0.5901)  loss_giou_aux_4: 0.5698 (0.5897)  loss_giou_aux_5: 0.6843 (0.7216)  loss_giou_dn_0: 0.7252 (0.7638)  loss_giou_dn_1: 0.6236 (0.6549)  loss_giou_dn_2: 0.6043 (0.6287)  loss_giou_dn_3: 0.5968 (0.6207)  loss_giou_dn_4: 0.5946 (0.6187)  loss_giou_dn_5: 0.5950 (0.6186)  loss_vfl: 0.7949 (0.8018)  loss_vfl_aux_0: 0.9357 (0.9487)  loss_vfl_aux_1: 0.9407 (0.9080)  loss_vfl_aux_2: 0.8438 (0.8484)  loss_vfl_aux_3: 0.8179 (0.8161)  loss_vfl_aux_4: 0.8055 (0.8043)  loss_vfl_aux_5: 0.9379 (0.9304)  loss_vfl_dn_0: 0.4897 (0.4952)  loss_vfl_dn_1: 0.4512 (0.4631)  loss_vfl_dn_2: 0.4340 (0.4474)  loss_vfl_dn_3: 0.4256 (0.4399)  loss_vfl_dn_4: 0.4237 (0.4384)  loss_vfl_dn_5: 0.4286 (0.4394)  time: 0.4512  data: 0.0135  max mem: 5652
Epoch: [3]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 20.3834 (20.5109)  loss_bbox: 0.2198 (0.2113)  loss_bbox_aux_0: 0.2352 (0.2287)  loss_bbox_aux_1: 0.2282 (0.2150)  loss_bbox_aux_2: 0.2153 (0.2119)  loss_bbox_aux_3: 0.2252 (0.2107)  loss_bbox_aux_4: 0.2195 (0.2111)  loss_bbox_aux_5: 0.2972 (0.2853)  loss_bbox_dn_0: 0.4178 (0.4008)  loss_bbox_dn_1: 0.3442 (0.3281)  loss_bbox_dn_2: 0.3116 (0.3093)  loss_bbox_dn_3: 0.3057 (0.3036)  loss_bbox_dn_4: 0.3025 (0.3019)  loss_bbox_dn_5: 0.2999 (0.3015)  loss_giou: 0.5748 (0.5895)  loss_giou_aux_0: 0.6222 (0.6238)  loss_giou_aux_1: 0.5874 (0.5993)  loss_giou_aux_2: 0.5714 (0.5928)  loss_giou_aux_3: 0.5727 (0.5900)  loss_giou_aux_4: 0.5714 (0.5896)  loss_giou_aux_5: 0.7246 (0.7214)  loss_giou_dn_0: 0.7482 (0.7637)  loss_giou_dn_1: 0.6490 (0.6548)  loss_giou_dn_2: 0.6328 (0.6286)  loss_giou_dn_3: 0.6222 (0.6207)  loss_giou_dn_4: 0.6225 (0.6186)  loss_giou_dn_5: 0.6224 (0.6186)  loss_vfl: 0.7735 (0.8018)  loss_vfl_aux_0: 0.9104 (0.9485)  loss_vfl_aux_1: 0.8823 (0.9078)  loss_vfl_aux_2: 0.8414 (0.8483)  loss_vfl_aux_3: 0.7778 (0.8160)  loss_vfl_aux_4: 0.7689 (0.8043)  loss_vfl_aux_5: 0.9004 (0.9303)  loss_vfl_dn_0: 0.4972 (0.4952)  loss_vfl_dn_1: 0.4620 (0.4631)  loss_vfl_dn_2: 0.4417 (0.4474)  loss_vfl_dn_3: 0.4299 (0.4399)  loss_vfl_dn_4: 0.4277 (0.4384)  loss_vfl_dn_5: 0.4311 (0.4393)  time: 0.4551  data: 0.0137  max mem: 5652
Epoch: [3] Total time: 0:58:21 (0.4736 s / it)
Averaged stats: lr: 0.000010  loss: 20.3834 (20.5109)  loss_bbox: 0.2198 (0.2113)  loss_bbox_aux_0: 0.2352 (0.2287)  loss_bbox_aux_1: 0.2282 (0.2150)  loss_bbox_aux_2: 0.2153 (0.2119)  loss_bbox_aux_3: 0.2252 (0.2107)  loss_bbox_aux_4: 0.2195 (0.2111)  loss_bbox_aux_5: 0.2972 (0.2853)  loss_bbox_dn_0: 0.4178 (0.4008)  loss_bbox_dn_1: 0.3442 (0.3281)  loss_bbox_dn_2: 0.3116 (0.3093)  loss_bbox_dn_3: 0.3057 (0.3036)  loss_bbox_dn_4: 0.3025 (0.3019)  loss_bbox_dn_5: 0.2999 (0.3015)  loss_giou: 0.5748 (0.5895)  loss_giou_aux_0: 0.6222 (0.6238)  loss_giou_aux_1: 0.5874 (0.5993)  loss_giou_aux_2: 0.5714 (0.5928)  loss_giou_aux_3: 0.5727 (0.5900)  loss_giou_aux_4: 0.5714 (0.5896)  loss_giou_aux_5: 0.7246 (0.7214)  loss_giou_dn_0: 0.7482 (0.7637)  loss_giou_dn_1: 0.6490 (0.6548)  loss_giou_dn_2: 0.6328 (0.6286)  loss_giou_dn_3: 0.6222 (0.6207)  loss_giou_dn_4: 0.6225 (0.6186)  loss_giou_dn_5: 0.6224 (0.6186)  loss_vfl: 0.7735 (0.8018)  loss_vfl_aux_0: 0.9104 (0.9485)  loss_vfl_aux_1: 0.8823 (0.9078)  loss_vfl_aux_2: 0.8414 (0.8483)  loss_vfl_aux_3: 0.7778 (0.8160)  loss_vfl_aux_4: 0.7689 (0.8043)  loss_vfl_aux_5: 0.9004 (0.9303)  loss_vfl_dn_0: 0.4972 (0.4952)  loss_vfl_dn_1: 0.4620 (0.4631)  loss_vfl_dn_2: 0.4417 (0.4474)  loss_vfl_dn_3: 0.4299 (0.4399)  loss_vfl_dn_4: 0.4277 (0.4384)  loss_vfl_dn_5: 0.4311 (0.4393)
Test:  [  0/157]  eta: 0:03:55    time: 1.5028  data: 1.0812  max mem: 5652
Test:  [ 10/157]  eta: 0:01:11    time: 0.4892  data: 0.1213  max mem: 5652
Test:  [ 20/157]  eta: 0:01:31    time: 0.6249  data: 0.0252  max mem: 5652
Test:  [ 30/157]  eta: 0:01:12    time: 0.6189  data: 0.0253  max mem: 5652
Test:  [ 40/157]  eta: 0:01:01    time: 0.3758  data: 0.0253  max mem: 5652
Test:  [ 50/157]  eta: 0:00:53    time: 0.3781  data: 0.0247  max mem: 5652
Test:  [ 60/157]  eta: 0:00:46    time: 0.3823  data: 0.0245  max mem: 5652
Test:  [ 70/157]  eta: 0:00:40    time: 0.3752  data: 0.0249  max mem: 5652
Test:  [ 80/157]  eta: 0:00:34    time: 0.3769  data: 0.0250  max mem: 5652
Test:  [ 90/157]  eta: 0:00:29    time: 0.3852  data: 0.0250  max mem: 5652
Test:  [100/157]  eta: 0:00:24    time: 0.3757  data: 0.0249  max mem: 5652
Test:  [110/157]  eta: 0:00:20    time: 0.3753  data: 0.0247  max mem: 5652
Test:  [120/157]  eta: 0:00:15    time: 0.3759  data: 0.0246  max mem: 5652
Test:  [130/157]  eta: 0:00:12    time: 0.6034  data: 0.0246  max mem: 5652
Test:  [140/157]  eta: 0:00:07    time: 0.6000  data: 0.0247  max mem: 5652
Test:  [150/157]  eta: 0:00:03    time: 0.3574  data: 0.0247  max mem: 5652
Test:  [156/157]  eta: 0:00:00    time: 0.3480  data: 0.0241  max mem: 5652
Test: Total time: 0:01:09 (0.4432 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=28.45s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.427
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.593
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.462
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.244
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.467
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.611
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.346
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.578
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.661
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.450
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.708
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.869
best_stat:  {'epoch': 3, 'coco_eval_bbox': 0.42726474284544036}
Epoch: [4]  [   0/7393]  eta: 5:54:28  lr: 0.000010  loss: 19.6916 (19.6916)  loss_bbox: 0.2073 (0.2073)  loss_bbox_aux_0: 0.2441 (0.2441)  loss_bbox_aux_1: 0.2032 (0.2032)  loss_bbox_aux_2: 0.2087 (0.2087)  loss_bbox_aux_3: 0.1933 (0.1933)  loss_bbox_aux_4: 0.2063 (0.2063)  loss_bbox_aux_5: 0.2686 (0.2686)  loss_bbox_dn_0: 0.4724 (0.4724)  loss_bbox_dn_1: 0.3652 (0.3652)  loss_bbox_dn_2: 0.3458 (0.3458)  loss_bbox_dn_3: 0.3327 (0.3327)  loss_bbox_dn_4: 0.3311 (0.3311)  loss_bbox_dn_5: 0.3311 (0.3311)  loss_giou: 0.4503 (0.4503)  loss_giou_aux_0: 0.5154 (0.5154)  loss_giou_aux_1: 0.4742 (0.4742)  loss_giou_aux_2: 0.4569 (0.4569)  loss_giou_aux_3: 0.4411 (0.4411)  loss_giou_aux_4: 0.4494 (0.4494)  loss_giou_aux_5: 0.5934 (0.5934)  loss_giou_dn_0: 0.6871 (0.6871)  loss_giou_dn_1: 0.5541 (0.5541)  loss_giou_dn_2: 0.5328 (0.5328)  loss_giou_dn_3: 0.5211 (0.5211)  loss_giou_dn_4: 0.5175 (0.5175)  loss_giou_dn_5: 0.5174 (0.5174)  loss_vfl: 0.8208 (0.8208)  loss_vfl_aux_0: 1.0044 (1.0044)  loss_vfl_aux_1: 0.9854 (0.9854)  loss_vfl_aux_2: 0.8822 (0.8822)  loss_vfl_aux_3: 0.8738 (0.8738)  loss_vfl_aux_4: 0.8454 (0.8454)  loss_vfl_aux_5: 1.0622 (1.0622)  loss_vfl_dn_0: 0.5216 (0.5216)  loss_vfl_dn_1: 0.4843 (0.4843)  loss_vfl_dn_2: 0.4554 (0.4554)  loss_vfl_dn_3: 0.4472 (0.4472)  loss_vfl_dn_4: 0.4446 (0.4446)  loss_vfl_dn_5: 0.4442 (0.4442)  time: 2.8768  data: 1.1961  max mem: 5652
Epoch: [4]  [ 100/7393]  eta: 1:00:15  lr: 0.000010  loss: 19.7049 (20.1930)  loss_bbox: 0.1862 (0.2080)  loss_bbox_aux_0: 0.2100 (0.2267)  loss_bbox_aux_1: 0.1871 (0.2117)  loss_bbox_aux_2: 0.1759 (0.2088)  loss_bbox_aux_3: 0.1831 (0.2086)  loss_bbox_aux_4: 0.1779 (0.2077)  loss_bbox_aux_5: 0.2482 (0.2780)  loss_bbox_dn_0: 0.3572 (0.3929)  loss_bbox_dn_1: 0.2961 (0.3192)  loss_bbox_dn_2: 0.2756 (0.3007)  loss_bbox_dn_3: 0.2606 (0.2933)  loss_bbox_dn_4: 0.2598 (0.2912)  loss_bbox_dn_5: 0.2597 (0.2905)  loss_giou: 0.5345 (0.5835)  loss_giou_aux_0: 0.5630 (0.6178)  loss_giou_aux_1: 0.5480 (0.5932)  loss_giou_aux_2: 0.5392 (0.5884)  loss_giou_aux_3: 0.5424 (0.5862)  loss_giou_aux_4: 0.5320 (0.5834)  loss_giou_aux_5: 0.6661 (0.7079)  loss_giou_dn_0: 0.7589 (0.7504)  loss_giou_dn_1: 0.6419 (0.6435)  loss_giou_dn_2: 0.6086 (0.6188)  loss_giou_dn_3: 0.6020 (0.6106)  loss_giou_dn_4: 0.6012 (0.6085)  loss_giou_dn_5: 0.6007 (0.6084)  loss_vfl: 0.8035 (0.7936)  loss_vfl_aux_0: 0.9487 (0.9331)  loss_vfl_aux_1: 0.8764 (0.8885)  loss_vfl_aux_2: 0.8368 (0.8339)  loss_vfl_aux_3: 0.8151 (0.8038)  loss_vfl_aux_4: 0.8067 (0.7962)  loss_vfl_aux_5: 0.9084 (0.9122)  loss_vfl_dn_0: 0.4892 (0.4931)  loss_vfl_dn_1: 0.4514 (0.4570)  loss_vfl_dn_2: 0.4358 (0.4425)  loss_vfl_dn_3: 0.4334 (0.4351)  loss_vfl_dn_4: 0.4322 (0.4329)  loss_vfl_dn_5: 0.4323 (0.4333)  time: 0.4646  data: 0.0147  max mem: 5652
Epoch: [4]  [ 200/7393]  eta: 0:57:43  lr: 0.000010  loss: 20.4881 (20.1941)  loss_bbox: 0.1909 (0.2073)  loss_bbox_aux_0: 0.2202 (0.2251)  loss_bbox_aux_1: 0.2101 (0.2113)  loss_bbox_aux_2: 0.2023 (0.2079)  loss_bbox_aux_3: 0.1962 (0.2067)  loss_bbox_aux_4: 0.1908 (0.2070)  loss_bbox_aux_5: 0.2509 (0.2747)  loss_bbox_dn_0: 0.3560 (0.3852)  loss_bbox_dn_1: 0.2982 (0.3144)  loss_bbox_dn_2: 0.2799 (0.2969)  loss_bbox_dn_3: 0.2755 (0.2904)  loss_bbox_dn_4: 0.2762 (0.2886)  loss_bbox_dn_5: 0.2757 (0.2880)  loss_giou: 0.5769 (0.5897)  loss_giou_aux_0: 0.6121 (0.6229)  loss_giou_aux_1: 0.5879 (0.5987)  loss_giou_aux_2: 0.5804 (0.5934)  loss_giou_aux_3: 0.5779 (0.5904)  loss_giou_aux_4: 0.5754 (0.5896)  loss_giou_aux_5: 0.7091 (0.7131)  loss_giou_dn_0: 0.7880 (0.7540)  loss_giou_dn_1: 0.6808 (0.6465)  loss_giou_dn_2: 0.6571 (0.6218)  loss_giou_dn_3: 0.6504 (0.6139)  loss_giou_dn_4: 0.6498 (0.6119)  loss_giou_dn_5: 0.6494 (0.6118)  loss_vfl: 0.7524 (0.7891)  loss_vfl_aux_0: 0.8837 (0.9269)  loss_vfl_aux_1: 0.8770 (0.8878)  loss_vfl_aux_2: 0.8069 (0.8303)  loss_vfl_aux_3: 0.7832 (0.8020)  loss_vfl_aux_4: 0.7609 (0.7925)  loss_vfl_aux_5: 0.8565 (0.9076)  loss_vfl_dn_0: 0.4816 (0.4933)  loss_vfl_dn_1: 0.4550 (0.4587)  loss_vfl_dn_2: 0.4386 (0.4426)  loss_vfl_dn_3: 0.4227 (0.4353)  loss_vfl_dn_4: 0.4222 (0.4331)  loss_vfl_dn_5: 0.4253 (0.4336)  time: 0.4598  data: 0.0148  max mem: 5652
Epoch: [4]  [ 300/7393]  eta: 0:56:01  lr: 0.000010  loss: 19.8991 (20.1164)  loss_bbox: 0.1766 (0.2043)  loss_bbox_aux_0: 0.2033 (0.2225)  loss_bbox_aux_1: 0.1834 (0.2096)  loss_bbox_aux_2: 0.1841 (0.2058)  loss_bbox_aux_3: 0.1817 (0.2039)  loss_bbox_aux_4: 0.1802 (0.2039)  loss_bbox_aux_5: 0.2500 (0.2737)  loss_bbox_dn_0: 0.3441 (0.3844)  loss_bbox_dn_1: 0.2651 (0.3130)  loss_bbox_dn_2: 0.2559 (0.2952)  loss_bbox_dn_3: 0.2532 (0.2887)  loss_bbox_dn_4: 0.2529 (0.2869)  loss_bbox_dn_5: 0.2522 (0.2863)  loss_giou: 0.6070 (0.5854)  loss_giou_aux_0: 0.6315 (0.6181)  loss_giou_aux_1: 0.6138 (0.5952)  loss_giou_aux_2: 0.6143 (0.5892)  loss_giou_aux_3: 0.6032 (0.5859)  loss_giou_aux_4: 0.6063 (0.5851)  loss_giou_aux_5: 0.7234 (0.7085)  loss_giou_dn_0: 0.7551 (0.7527)  loss_giou_dn_1: 0.6449 (0.6448)  loss_giou_dn_2: 0.6246 (0.6201)  loss_giou_dn_3: 0.6163 (0.6122)  loss_giou_dn_4: 0.6136 (0.6102)  loss_giou_dn_5: 0.6128 (0.6101)  loss_vfl: 0.7656 (0.7880)  loss_vfl_aux_0: 0.9482 (0.9283)  loss_vfl_aux_1: 0.8742 (0.8846)  loss_vfl_aux_2: 0.8175 (0.8297)  loss_vfl_aux_3: 0.7749 (0.8008)  loss_vfl_aux_4: 0.7758 (0.7914)  loss_vfl_aux_5: 0.9359 (0.9116)  loss_vfl_dn_0: 0.4810 (0.4920)  loss_vfl_dn_1: 0.4516 (0.4571)  loss_vfl_dn_2: 0.4418 (0.4408)  loss_vfl_dn_3: 0.4349 (0.4334)  loss_vfl_dn_4: 0.4320 (0.4312)  loss_vfl_dn_5: 0.4353 (0.4317)  time: 0.4569  data: 0.0144  max mem: 5652
Epoch: [4]  [ 400/7393]  eta: 0:54:55  lr: 0.000010  loss: 19.7940 (20.1124)  loss_bbox: 0.2042 (0.2045)  loss_bbox_aux_0: 0.2164 (0.2225)  loss_bbox_aux_1: 0.2116 (0.2094)  loss_bbox_aux_2: 0.2025 (0.2056)  loss_bbox_aux_3: 0.2033 (0.2045)  loss_bbox_aux_4: 0.2068 (0.2042)  loss_bbox_aux_5: 0.2920 (0.2737)  loss_bbox_dn_0: 0.3883 (0.3839)  loss_bbox_dn_1: 0.3175 (0.3130)  loss_bbox_dn_2: 0.2978 (0.2953)  loss_bbox_dn_3: 0.2920 (0.2889)  loss_bbox_dn_4: 0.2916 (0.2871)  loss_bbox_dn_5: 0.2911 (0.2864)  loss_giou: 0.5934 (0.5875)  loss_giou_aux_0: 0.6245 (0.6195)  loss_giou_aux_1: 0.6080 (0.5969)  loss_giou_aux_2: 0.6009 (0.5906)  loss_giou_aux_3: 0.5884 (0.5883)  loss_giou_aux_4: 0.5903 (0.5874)  loss_giou_aux_5: 0.7007 (0.7094)  loss_giou_dn_0: 0.7634 (0.7529)  loss_giou_dn_1: 0.6446 (0.6447)  loss_giou_dn_2: 0.6202 (0.6198)  loss_giou_dn_3: 0.6162 (0.6119)  loss_giou_dn_4: 0.6136 (0.6099)  loss_giou_dn_5: 0.6140 (0.6098)  loss_vfl: 0.7751 (0.7853)  loss_vfl_aux_0: 0.8909 (0.9259)  loss_vfl_aux_1: 0.8539 (0.8842)  loss_vfl_aux_2: 0.8170 (0.8282)  loss_vfl_aux_3: 0.7899 (0.7982)  loss_vfl_aux_4: 0.7823 (0.7883)  loss_vfl_aux_5: 0.9166 (0.9108)  loss_vfl_dn_0: 0.4902 (0.4917)  loss_vfl_dn_1: 0.4554 (0.4567)  loss_vfl_dn_2: 0.4492 (0.4403)  loss_vfl_dn_3: 0.4379 (0.4330)  loss_vfl_dn_4: 0.4357 (0.4309)  loss_vfl_dn_5: 0.4357 (0.4314)  time: 0.4579  data: 0.0145  max mem: 5652
Epoch: [4]  [ 500/7393]  eta: 0:54:05  lr: 0.000010  loss: 19.5332 (20.0822)  loss_bbox: 0.1888 (0.2033)  loss_bbox_aux_0: 0.2074 (0.2208)  loss_bbox_aux_1: 0.1902 (0.2078)  loss_bbox_aux_2: 0.1882 (0.2041)  loss_bbox_aux_3: 0.1910 (0.2031)  loss_bbox_aux_4: 0.1887 (0.2030)  loss_bbox_aux_5: 0.2531 (0.2724)  loss_bbox_dn_0: 0.3609 (0.3831)  loss_bbox_dn_1: 0.2687 (0.3121)  loss_bbox_dn_2: 0.2557 (0.2944)  loss_bbox_dn_3: 0.2521 (0.2880)  loss_bbox_dn_4: 0.2516 (0.2861)  loss_bbox_dn_5: 0.2517 (0.2855)  loss_giou: 0.5520 (0.5856)  loss_giou_aux_0: 0.5574 (0.6179)  loss_giou_aux_1: 0.5423 (0.5953)  loss_giou_aux_2: 0.5446 (0.5885)  loss_giou_aux_3: 0.5503 (0.5863)  loss_giou_aux_4: 0.5502 (0.5857)  loss_giou_aux_5: 0.6614 (0.7077)  loss_giou_dn_0: 0.7266 (0.7523)  loss_giou_dn_1: 0.6173 (0.6442)  loss_giou_dn_2: 0.5908 (0.6192)  loss_giou_dn_3: 0.5804 (0.6112)  loss_giou_dn_4: 0.5774 (0.6092)  loss_giou_dn_5: 0.5776 (0.6091)  loss_vfl: 0.7664 (0.7857)  loss_vfl_aux_0: 0.9433 (0.9255)  loss_vfl_aux_1: 0.9061 (0.8843)  loss_vfl_aux_2: 0.8221 (0.8286)  loss_vfl_aux_3: 0.7886 (0.7992)  loss_vfl_aux_4: 0.7734 (0.7885)  loss_vfl_aux_5: 0.9412 (0.9121)  loss_vfl_dn_0: 0.4906 (0.4916)  loss_vfl_dn_1: 0.4532 (0.4563)  loss_vfl_dn_2: 0.4393 (0.4401)  loss_vfl_dn_3: 0.4269 (0.4328)  loss_vfl_dn_4: 0.4239 (0.4306)  loss_vfl_dn_5: 0.4284 (0.4311)  time: 0.4729  data: 0.0146  max mem: 5652
Epoch: [4]  [ 600/7393]  eta: 0:53:11  lr: 0.000010  loss: 20.6768 (20.1028)  loss_bbox: 0.2082 (0.2048)  loss_bbox_aux_0: 0.2112 (0.2221)  loss_bbox_aux_1: 0.2112 (0.2090)  loss_bbox_aux_2: 0.2147 (0.2054)  loss_bbox_aux_3: 0.2081 (0.2045)  loss_bbox_aux_4: 0.2083 (0.2044)  loss_bbox_aux_5: 0.2898 (0.2740)  loss_bbox_dn_0: 0.3684 (0.3862)  loss_bbox_dn_1: 0.3118 (0.3144)  loss_bbox_dn_2: 0.2908 (0.2966)  loss_bbox_dn_3: 0.2830 (0.2902)  loss_bbox_dn_4: 0.2781 (0.2883)  loss_bbox_dn_5: 0.2779 (0.2877)  loss_giou: 0.5975 (0.5833)  loss_giou_aux_0: 0.6324 (0.6150)  loss_giou_aux_1: 0.6005 (0.5926)  loss_giou_aux_2: 0.6147 (0.5860)  loss_giou_aux_3: 0.6076 (0.5840)  loss_giou_aux_4: 0.5969 (0.5834)  loss_giou_aux_5: 0.7224 (0.7054)  loss_giou_dn_0: 0.7821 (0.7517)  loss_giou_dn_1: 0.6735 (0.6432)  loss_giou_dn_2: 0.6441 (0.6180)  loss_giou_dn_3: 0.6390 (0.6101)  loss_giou_dn_4: 0.6349 (0.6080)  loss_giou_dn_5: 0.6348 (0.6079)  loss_vfl: 0.8065 (0.7871)  loss_vfl_aux_0: 0.9234 (0.9283)  loss_vfl_aux_1: 0.9297 (0.8875)  loss_vfl_aux_2: 0.8339 (0.8320)  loss_vfl_aux_3: 0.8022 (0.8012)  loss_vfl_aux_4: 0.8014 (0.7901)  loss_vfl_aux_5: 0.9275 (0.9144)  loss_vfl_dn_0: 0.4900 (0.4921)  loss_vfl_dn_1: 0.4620 (0.4568)  loss_vfl_dn_2: 0.4471 (0.4406)  loss_vfl_dn_3: 0.4404 (0.4334)  loss_vfl_dn_4: 0.4389 (0.4313)  loss_vfl_dn_5: 0.4418 (0.4318)  time: 0.4713  data: 0.0144  max mem: 5652
Epoch: [4]  [ 700/7393]  eta: 0:52:15  lr: 0.000010  loss: 20.0035 (20.1085)  loss_bbox: 0.2113 (0.2054)  loss_bbox_aux_0: 0.2236 (0.2226)  loss_bbox_aux_1: 0.2044 (0.2096)  loss_bbox_aux_2: 0.2111 (0.2061)  loss_bbox_aux_3: 0.2133 (0.2052)  loss_bbox_aux_4: 0.2119 (0.2051)  loss_bbox_aux_5: 0.2709 (0.2743)  loss_bbox_dn_0: 0.3704 (0.3866)  loss_bbox_dn_1: 0.3000 (0.3152)  loss_bbox_dn_2: 0.2834 (0.2973)  loss_bbox_dn_3: 0.2827 (0.2908)  loss_bbox_dn_4: 0.2816 (0.2889)  loss_bbox_dn_5: 0.2821 (0.2883)  loss_giou: 0.5351 (0.5838)  loss_giou_aux_0: 0.5710 (0.6155)  loss_giou_aux_1: 0.5361 (0.5931)  loss_giou_aux_2: 0.5547 (0.5866)  loss_giou_aux_3: 0.5405 (0.5846)  loss_giou_aux_4: 0.5316 (0.5840)  loss_giou_aux_5: 0.6498 (0.7057)  loss_giou_dn_0: 0.7317 (0.7517)  loss_giou_dn_1: 0.6237 (0.6439)  loss_giou_dn_2: 0.5962 (0.6188)  loss_giou_dn_3: 0.5865 (0.6108)  loss_giou_dn_4: 0.5844 (0.6087)  loss_giou_dn_5: 0.5846 (0.6087)  loss_vfl: 0.7848 (0.7861)  loss_vfl_aux_0: 0.9298 (0.9269)  loss_vfl_aux_1: 0.8747 (0.8863)  loss_vfl_aux_2: 0.8230 (0.8303)  loss_vfl_aux_3: 0.7947 (0.8001)  loss_vfl_aux_4: 0.7773 (0.7890)  loss_vfl_aux_5: 0.9082 (0.9130)  loss_vfl_dn_0: 0.4883 (0.4921)  loss_vfl_dn_1: 0.4580 (0.4566)  loss_vfl_dn_2: 0.4422 (0.4405)  loss_vfl_dn_3: 0.4327 (0.4333)  loss_vfl_dn_4: 0.4316 (0.4312)  loss_vfl_dn_5: 0.4343 (0.4317)  time: 0.4600  data: 0.0140  max mem: 5652
Epoch: [4]  [ 800/7393]  eta: 0:51:20  lr: 0.000010  loss: 19.4568 (20.1218)  loss_bbox: 0.1953 (0.2063)  loss_bbox_aux_0: 0.2163 (0.2232)  loss_bbox_aux_1: 0.2047 (0.2104)  loss_bbox_aux_2: 0.1887 (0.2070)  loss_bbox_aux_3: 0.1882 (0.2059)  loss_bbox_aux_4: 0.1910 (0.2060)  loss_bbox_aux_5: 0.2598 (0.2750)  loss_bbox_dn_0: 0.3884 (0.3891)  loss_bbox_dn_1: 0.3148 (0.3174)  loss_bbox_dn_2: 0.2948 (0.2992)  loss_bbox_dn_3: 0.2909 (0.2927)  loss_bbox_dn_4: 0.2839 (0.2908)  loss_bbox_dn_5: 0.2834 (0.2902)  loss_giou: 0.6019 (0.5822)  loss_giou_aux_0: 0.6216 (0.6134)  loss_giou_aux_1: 0.6007 (0.5911)  loss_giou_aux_2: 0.6029 (0.5848)  loss_giou_aux_3: 0.6039 (0.5826)  loss_giou_aux_4: 0.6020 (0.5822)  loss_giou_aux_5: 0.6983 (0.7035)  loss_giou_dn_0: 0.7376 (0.7500)  loss_giou_dn_1: 0.6238 (0.6421)  loss_giou_dn_2: 0.5971 (0.6169)  loss_giou_dn_3: 0.5873 (0.6090)  loss_giou_dn_4: 0.5851 (0.6069)  loss_giou_dn_5: 0.5852 (0.6068)  loss_vfl: 0.7796 (0.7879)  loss_vfl_aux_0: 0.9161 (0.9303)  loss_vfl_aux_1: 0.8769 (0.8886)  loss_vfl_aux_2: 0.8014 (0.8323)  loss_vfl_aux_3: 0.7703 (0.8021)  loss_vfl_aux_4: 0.7692 (0.7907)  loss_vfl_aux_5: 0.9276 (0.9168)  loss_vfl_dn_0: 0.5005 (0.4929)  loss_vfl_dn_1: 0.4597 (0.4571)  loss_vfl_dn_2: 0.4419 (0.4410)  loss_vfl_dn_3: 0.4299 (0.4338)  loss_vfl_dn_4: 0.4266 (0.4318)  loss_vfl_dn_5: 0.4304 (0.4322)  time: 0.4527  data: 0.0145  max mem: 5652
Epoch: [4]  [ 900/7393]  eta: 0:50:32  lr: 0.000010  loss: 20.1103 (20.1275)  loss_bbox: 0.1956 (0.2068)  loss_bbox_aux_0: 0.2084 (0.2231)  loss_bbox_aux_1: 0.1961 (0.2105)  loss_bbox_aux_2: 0.1992 (0.2073)  loss_bbox_aux_3: 0.1985 (0.2064)  loss_bbox_aux_4: 0.1991 (0.2064)  loss_bbox_aux_5: 0.2541 (0.2752)  loss_bbox_dn_0: 0.3780 (0.3904)  loss_bbox_dn_1: 0.3018 (0.3185)  loss_bbox_dn_2: 0.2845 (0.3002)  loss_bbox_dn_3: 0.2819 (0.2937)  loss_bbox_dn_4: 0.2821 (0.2918)  loss_bbox_dn_5: 0.2821 (0.2912)  loss_giou: 0.5572 (0.5804)  loss_giou_aux_0: 0.6007 (0.6111)  loss_giou_aux_1: 0.5599 (0.5887)  loss_giou_aux_2: 0.5560 (0.5829)  loss_giou_aux_3: 0.5548 (0.5806)  loss_giou_aux_4: 0.5560 (0.5803)  loss_giou_aux_5: 0.6794 (0.7013)  loss_giou_dn_0: 0.7307 (0.7490)  loss_giou_dn_1: 0.6186 (0.6412)  loss_giou_dn_2: 0.5915 (0.6159)  loss_giou_dn_3: 0.5824 (0.6080)  loss_giou_dn_4: 0.5796 (0.6058)  loss_giou_dn_5: 0.5804 (0.6058)  loss_vfl: 0.7912 (0.7900)  loss_vfl_aux_0: 0.9414 (0.9330)  loss_vfl_aux_1: 0.9244 (0.8910)  loss_vfl_aux_2: 0.8423 (0.8345)  loss_vfl_aux_3: 0.7955 (0.8042)  loss_vfl_aux_4: 0.7962 (0.7928)  loss_vfl_aux_5: 0.9302 (0.9191)  loss_vfl_dn_0: 0.5010 (0.4935)  loss_vfl_dn_1: 0.4586 (0.4574)  loss_vfl_dn_2: 0.4444 (0.4411)  loss_vfl_dn_3: 0.4397 (0.4339)  loss_vfl_dn_4: 0.4379 (0.4320)  loss_vfl_dn_5: 0.4357 (0.4325)  time: 0.4630  data: 0.0145  max mem: 5652
Epoch: [4]  [1000/7393]  eta: 0:49:43  lr: 0.000010  loss: 20.4981 (20.1350)  loss_bbox: 0.2090 (0.2066)  loss_bbox_aux_0: 0.2179 (0.2229)  loss_bbox_aux_1: 0.2138 (0.2104)  loss_bbox_aux_2: 0.2041 (0.2071)  loss_bbox_aux_3: 0.2073 (0.2063)  loss_bbox_aux_4: 0.2035 (0.2064)  loss_bbox_aux_5: 0.2576 (0.2753)  loss_bbox_dn_0: 0.3188 (0.3898)  loss_bbox_dn_1: 0.2592 (0.3182)  loss_bbox_dn_2: 0.2447 (0.3000)  loss_bbox_dn_3: 0.2427 (0.2936)  loss_bbox_dn_4: 0.2442 (0.2916)  loss_bbox_dn_5: 0.2444 (0.2910)  loss_giou: 0.6243 (0.5819)  loss_giou_aux_0: 0.6272 (0.6124)  loss_giou_aux_1: 0.6154 (0.5902)  loss_giou_aux_2: 0.6093 (0.5843)  loss_giou_aux_3: 0.6268 (0.5823)  loss_giou_aux_4: 0.6177 (0.5820)  loss_giou_aux_5: 0.7016 (0.7023)  loss_giou_dn_0: 0.7565 (0.7497)  loss_giou_dn_1: 0.6522 (0.6422)  loss_giou_dn_2: 0.6343 (0.6171)  loss_giou_dn_3: 0.6288 (0.6092)  loss_giou_dn_4: 0.6269 (0.6071)  loss_giou_dn_5: 0.6267 (0.6070)  loss_vfl: 0.7679 (0.7892)  loss_vfl_aux_0: 0.9081 (0.9324)  loss_vfl_aux_1: 0.8716 (0.8903)  loss_vfl_aux_2: 0.8032 (0.8341)  loss_vfl_aux_3: 0.7921 (0.8033)  loss_vfl_aux_4: 0.7738 (0.7920)  loss_vfl_aux_5: 0.8689 (0.9182)  loss_vfl_dn_0: 0.4887 (0.4932)  loss_vfl_dn_1: 0.4517 (0.4571)  loss_vfl_dn_2: 0.4357 (0.4409)  loss_vfl_dn_3: 0.4323 (0.4337)  loss_vfl_dn_4: 0.4286 (0.4317)  loss_vfl_dn_5: 0.4292 (0.4322)  time: 0.4713  data: 0.0148  max mem: 5652
Epoch: [4]  [1100/7393]  eta: 0:48:57  lr: 0.000010  loss: 20.4045 (20.1287)  loss_bbox: 0.2057 (0.2056)  loss_bbox_aux_0: 0.2248 (0.2221)  loss_bbox_aux_1: 0.2096 (0.2094)  loss_bbox_aux_2: 0.2098 (0.2062)  loss_bbox_aux_3: 0.2070 (0.2052)  loss_bbox_aux_4: 0.2071 (0.2053)  loss_bbox_aux_5: 0.2645 (0.2746)  loss_bbox_dn_0: 0.3279 (0.3891)  loss_bbox_dn_1: 0.2719 (0.3175)  loss_bbox_dn_2: 0.2626 (0.2993)  loss_bbox_dn_3: 0.2621 (0.2928)  loss_bbox_dn_4: 0.2605 (0.2908)  loss_bbox_dn_5: 0.2604 (0.2902)  loss_giou: 0.5885 (0.5823)  loss_giou_aux_0: 0.6099 (0.6127)  loss_giou_aux_1: 0.5911 (0.5908)  loss_giou_aux_2: 0.5838 (0.5847)  loss_giou_aux_3: 0.5954 (0.5826)  loss_giou_aux_4: 0.5905 (0.5823)  loss_giou_aux_5: 0.6865 (0.7024)  loss_giou_dn_0: 0.7599 (0.7502)  loss_giou_dn_1: 0.6599 (0.6428)  loss_giou_dn_2: 0.6301 (0.6178)  loss_giou_dn_3: 0.6185 (0.6100)  loss_giou_dn_4: 0.6173 (0.6079)  loss_giou_dn_5: 0.6171 (0.6078)  loss_vfl: 0.7737 (0.7893)  loss_vfl_aux_0: 0.9124 (0.9326)  loss_vfl_aux_1: 0.8663 (0.8898)  loss_vfl_aux_2: 0.8263 (0.8338)  loss_vfl_aux_3: 0.7975 (0.8035)  loss_vfl_aux_4: 0.7660 (0.7922)  loss_vfl_aux_5: 0.9133 (0.9182)  loss_vfl_dn_0: 0.4903 (0.4929)  loss_vfl_dn_1: 0.4544 (0.4568)  loss_vfl_dn_2: 0.4439 (0.4406)  loss_vfl_dn_3: 0.4369 (0.4333)  loss_vfl_dn_4: 0.4351 (0.4313)  loss_vfl_dn_5: 0.4376 (0.4318)  time: 0.4773  data: 0.0143  max mem: 5652
Epoch: [4]  [1200/7393]  eta: 0:48:08  lr: 0.000010  loss: 20.1389 (20.1172)  loss_bbox: 0.1840 (0.2053)  loss_bbox_aux_0: 0.1998 (0.2218)  loss_bbox_aux_1: 0.1930 (0.2092)  loss_bbox_aux_2: 0.1974 (0.2060)  loss_bbox_aux_3: 0.1860 (0.2050)  loss_bbox_aux_4: 0.1866 (0.2052)  loss_bbox_aux_5: 0.2440 (0.2742)  loss_bbox_dn_0: 0.3286 (0.3880)  loss_bbox_dn_1: 0.2687 (0.3165)  loss_bbox_dn_2: 0.2589 (0.2984)  loss_bbox_dn_3: 0.2517 (0.2919)  loss_bbox_dn_4: 0.2508 (0.2899)  loss_bbox_dn_5: 0.2501 (0.2893)  loss_giou: 0.5796 (0.5825)  loss_giou_aux_0: 0.6157 (0.6131)  loss_giou_aux_1: 0.5868 (0.5910)  loss_giou_aux_2: 0.5809 (0.5850)  loss_giou_aux_3: 0.5883 (0.5827)  loss_giou_aux_4: 0.5809 (0.5824)  loss_giou_aux_5: 0.7024 (0.7028)  loss_giou_dn_0: 0.7478 (0.7495)  loss_giou_dn_1: 0.6366 (0.6424)  loss_giou_dn_2: 0.6103 (0.6174)  loss_giou_dn_3: 0.6016 (0.6096)  loss_giou_dn_4: 0.6003 (0.6074)  loss_giou_dn_5: 0.6008 (0.6074)  loss_vfl: 0.7778 (0.7888)  loss_vfl_aux_0: 0.9042 (0.9319)  loss_vfl_aux_1: 0.8508 (0.8895)  loss_vfl_aux_2: 0.8264 (0.8335)  loss_vfl_aux_3: 0.7783 (0.8032)  loss_vfl_aux_4: 0.7805 (0.7918)  loss_vfl_aux_5: 0.8904 (0.9179)  loss_vfl_dn_0: 0.4883 (0.4930)  loss_vfl_dn_1: 0.4481 (0.4569)  loss_vfl_dn_2: 0.4411 (0.4405)  loss_vfl_dn_3: 0.4301 (0.4333)  loss_vfl_dn_4: 0.4308 (0.4314)  loss_vfl_dn_5: 0.4323 (0.4318)  time: 0.4628  data: 0.0139  max mem: 5652
Epoch: [4]  [1300/7393]  eta: 0:47:20  lr: 0.000010  loss: 19.9240 (20.1145)  loss_bbox: 0.1833 (0.2046)  loss_bbox_aux_0: 0.1960 (0.2210)  loss_bbox_aux_1: 0.1837 (0.2085)  loss_bbox_aux_2: 0.1762 (0.2052)  loss_bbox_aux_3: 0.1760 (0.2042)  loss_bbox_aux_4: 0.1778 (0.2043)  loss_bbox_aux_5: 0.2538 (0.2730)  loss_bbox_dn_0: 0.3554 (0.3866)  loss_bbox_dn_1: 0.2831 (0.3154)  loss_bbox_dn_2: 0.2661 (0.2973)  loss_bbox_dn_3: 0.2597 (0.2908)  loss_bbox_dn_4: 0.2570 (0.2888)  loss_bbox_dn_5: 0.2573 (0.2882)  loss_giou: 0.5651 (0.5833)  loss_giou_aux_0: 0.6039 (0.6139)  loss_giou_aux_1: 0.5710 (0.5918)  loss_giou_aux_2: 0.5731 (0.5858)  loss_giou_aux_3: 0.5718 (0.5836)  loss_giou_aux_4: 0.5649 (0.5832)  loss_giou_aux_5: 0.6745 (0.7035)  loss_giou_dn_0: 0.7514 (0.7501)  loss_giou_dn_1: 0.6508 (0.6429)  loss_giou_dn_2: 0.6343 (0.6179)  loss_giou_dn_3: 0.6262 (0.6101)  loss_giou_dn_4: 0.6238 (0.6080)  loss_giou_dn_5: 0.6238 (0.6079)  loss_vfl: 0.8178 (0.7890)  loss_vfl_aux_0: 0.9580 (0.9319)  loss_vfl_aux_1: 0.9297 (0.8896)  loss_vfl_aux_2: 0.8688 (0.8336)  loss_vfl_aux_3: 0.8347 (0.8034)  loss_vfl_aux_4: 0.8075 (0.7921)  loss_vfl_aux_5: 0.9113 (0.9177)  loss_vfl_dn_0: 0.4904 (0.4930)  loss_vfl_dn_1: 0.4501 (0.4570)  loss_vfl_dn_2: 0.4419 (0.4406)  loss_vfl_dn_3: 0.4330 (0.4334)  loss_vfl_dn_4: 0.4281 (0.4314)  loss_vfl_dn_5: 0.4294 (0.4318)  time: 0.4654  data: 0.0138  max mem: 5652
Epoch: [4]  [1400/7393]  eta: 0:46:31  lr: 0.000010  loss: 20.4288 (20.1110)  loss_bbox: 0.2071 (0.2042)  loss_bbox_aux_0: 0.2265 (0.2206)  loss_bbox_aux_1: 0.2117 (0.2082)  loss_bbox_aux_2: 0.2094 (0.2048)  loss_bbox_aux_3: 0.2127 (0.2039)  loss_bbox_aux_4: 0.2101 (0.2040)  loss_bbox_aux_5: 0.2819 (0.2727)  loss_bbox_dn_0: 0.4044 (0.3865)  loss_bbox_dn_1: 0.3325 (0.3153)  loss_bbox_dn_2: 0.3149 (0.2971)  loss_bbox_dn_3: 0.3053 (0.2906)  loss_bbox_dn_4: 0.3030 (0.2886)  loss_bbox_dn_5: 0.3028 (0.2880)  loss_giou: 0.5836 (0.5836)  loss_giou_aux_0: 0.6223 (0.6143)  loss_giou_aux_1: 0.5973 (0.5921)  loss_giou_aux_2: 0.5907 (0.5861)  loss_giou_aux_3: 0.5888 (0.5839)  loss_giou_aux_4: 0.5828 (0.5836)  loss_giou_aux_5: 0.7206 (0.7038)  loss_giou_dn_0: 0.7660 (0.7503)  loss_giou_dn_1: 0.6582 (0.6432)  loss_giou_dn_2: 0.6339 (0.6182)  loss_giou_dn_3: 0.6231 (0.6104)  loss_giou_dn_4: 0.6201 (0.6083)  loss_giou_dn_5: 0.6200 (0.6082)  loss_vfl: 0.7804 (0.7883)  loss_vfl_aux_0: 0.9460 (0.9318)  loss_vfl_aux_1: 0.8813 (0.8891)  loss_vfl_aux_2: 0.8163 (0.8330)  loss_vfl_aux_3: 0.7833 (0.8029)  loss_vfl_aux_4: 0.7789 (0.7916)  loss_vfl_aux_5: 0.8914 (0.9173)  loss_vfl_dn_0: 0.4911 (0.4928)  loss_vfl_dn_1: 0.4577 (0.4570)  loss_vfl_dn_2: 0.4432 (0.4405)  loss_vfl_dn_3: 0.4347 (0.4332)  loss_vfl_dn_4: 0.4330 (0.4313)  loss_vfl_dn_5: 0.4357 (0.4316)  time: 0.4715  data: 0.0140  max mem: 5652
Epoch: [4]  [1500/7393]  eta: 0:45:44  lr: 0.000010  loss: 19.8593 (20.0917)  loss_bbox: 0.1935 (0.2040)  loss_bbox_aux_0: 0.2068 (0.2204)  loss_bbox_aux_1: 0.2052 (0.2078)  loss_bbox_aux_2: 0.2049 (0.2046)  loss_bbox_aux_3: 0.2043 (0.2036)  loss_bbox_aux_4: 0.1921 (0.2037)  loss_bbox_aux_5: 0.2645 (0.2724)  loss_bbox_dn_0: 0.3551 (0.3857)  loss_bbox_dn_1: 0.2945 (0.3145)  loss_bbox_dn_2: 0.2753 (0.2963)  loss_bbox_dn_3: 0.2699 (0.2898)  loss_bbox_dn_4: 0.2691 (0.2878)  loss_bbox_dn_5: 0.2688 (0.2872)  loss_giou: 0.5412 (0.5834)  loss_giou_aux_0: 0.5609 (0.6141)  loss_giou_aux_1: 0.5478 (0.5919)  loss_giou_aux_2: 0.5553 (0.5860)  loss_giou_aux_3: 0.5497 (0.5837)  loss_giou_aux_4: 0.5432 (0.5834)  loss_giou_aux_5: 0.6437 (0.7035)  loss_giou_dn_0: 0.7322 (0.7501)  loss_giou_dn_1: 0.6283 (0.6431)  loss_giou_dn_2: 0.6041 (0.6181)  loss_giou_dn_3: 0.5938 (0.6103)  loss_giou_dn_4: 0.5906 (0.6082)  loss_giou_dn_5: 0.5903 (0.6081)  loss_vfl: 0.7885 (0.7872)  loss_vfl_aux_0: 0.9594 (0.9304)  loss_vfl_aux_1: 0.8823 (0.8879)  loss_vfl_aux_2: 0.8266 (0.8314)  loss_vfl_aux_3: 0.7933 (0.8017)  loss_vfl_aux_4: 0.7727 (0.7905)  loss_vfl_aux_5: 0.9194 (0.9163)  loss_vfl_dn_0: 0.4939 (0.4926)  loss_vfl_dn_1: 0.4644 (0.4567)  loss_vfl_dn_2: 0.4459 (0.4402)  loss_vfl_dn_3: 0.4410 (0.4329)  loss_vfl_dn_4: 0.4378 (0.4310)  loss_vfl_dn_5: 0.4371 (0.4313)  time: 0.4527  data: 0.0145  max mem: 5652
Epoch: [4]  [1600/7393]  eta: 0:44:55  lr: 0.000010  loss: 19.9280 (20.0917)  loss_bbox: 0.1713 (0.2038)  loss_bbox_aux_0: 0.1948 (0.2204)  loss_bbox_aux_1: 0.1855 (0.2076)  loss_bbox_aux_2: 0.1705 (0.2045)  loss_bbox_aux_3: 0.1676 (0.2035)  loss_bbox_aux_4: 0.1748 (0.2036)  loss_bbox_aux_5: 0.2613 (0.2725)  loss_bbox_dn_0: 0.3622 (0.3857)  loss_bbox_dn_1: 0.3016 (0.3144)  loss_bbox_dn_2: 0.2823 (0.2963)  loss_bbox_dn_3: 0.2774 (0.2899)  loss_bbox_dn_4: 0.2709 (0.2879)  loss_bbox_dn_5: 0.2682 (0.2873)  loss_giou: 0.6252 (0.5834)  loss_giou_aux_0: 0.6374 (0.6142)  loss_giou_aux_1: 0.6226 (0.5920)  loss_giou_aux_2: 0.6125 (0.5860)  loss_giou_aux_3: 0.6233 (0.5838)  loss_giou_aux_4: 0.6251 (0.5834)  loss_giou_aux_5: 0.7141 (0.7039)  loss_giou_dn_0: 0.7655 (0.7499)  loss_giou_dn_1: 0.6705 (0.6429)  loss_giou_dn_2: 0.6474 (0.6179)  loss_giou_dn_3: 0.6402 (0.6102)  loss_giou_dn_4: 0.6370 (0.6080)  loss_giou_dn_5: 0.6363 (0.6080)  loss_vfl: 0.7427 (0.7878)  loss_vfl_aux_0: 0.9149 (0.9301)  loss_vfl_aux_1: 0.8706 (0.8883)  loss_vfl_aux_2: 0.7953 (0.8317)  loss_vfl_aux_3: 0.7620 (0.8018)  loss_vfl_aux_4: 0.7421 (0.7909)  loss_vfl_aux_5: 0.8842 (0.9161)  loss_vfl_dn_0: 0.4901 (0.4925)  loss_vfl_dn_1: 0.4511 (0.4566)  loss_vfl_dn_2: 0.4378 (0.4401)  loss_vfl_dn_3: 0.4272 (0.4329)  loss_vfl_dn_4: 0.4250 (0.4309)  loss_vfl_dn_5: 0.4219 (0.4312)  time: 0.4579  data: 0.0145  max mem: 5652
Epoch: [4]  [1700/7393]  eta: 0:44:06  lr: 0.000010  loss: 19.8449 (20.0866)  loss_bbox: 0.1883 (0.2036)  loss_bbox_aux_0: 0.2179 (0.2203)  loss_bbox_aux_1: 0.2017 (0.2076)  loss_bbox_aux_2: 0.1989 (0.2043)  loss_bbox_aux_3: 0.1936 (0.2033)  loss_bbox_aux_4: 0.1947 (0.2034)  loss_bbox_aux_5: 0.2621 (0.2724)  loss_bbox_dn_0: 0.3757 (0.3853)  loss_bbox_dn_1: 0.2985 (0.3141)  loss_bbox_dn_2: 0.2813 (0.2960)  loss_bbox_dn_3: 0.2714 (0.2896)  loss_bbox_dn_4: 0.2685 (0.2876)  loss_bbox_dn_5: 0.2692 (0.2870)  loss_giou: 0.5484 (0.5828)  loss_giou_aux_0: 0.5802 (0.6137)  loss_giou_aux_1: 0.5594 (0.5915)  loss_giou_aux_2: 0.5523 (0.5855)  loss_giou_aux_3: 0.5456 (0.5832)  loss_giou_aux_4: 0.5500 (0.5828)  loss_giou_aux_5: 0.6747 (0.7033)  loss_giou_dn_0: 0.7403 (0.7493)  loss_giou_dn_1: 0.6307 (0.6424)  loss_giou_dn_2: 0.6047 (0.6174)  loss_giou_dn_3: 0.5996 (0.6096)  loss_giou_dn_4: 0.5963 (0.6075)  loss_giou_dn_5: 0.5957 (0.6075)  loss_vfl: 0.8226 (0.7884)  loss_vfl_aux_0: 1.0140 (0.9314)  loss_vfl_aux_1: 0.9478 (0.8889)  loss_vfl_aux_2: 0.8739 (0.8322)  loss_vfl_aux_3: 0.8370 (0.8024)  loss_vfl_aux_4: 0.8224 (0.7914)  loss_vfl_aux_5: 0.9410 (0.9166)  loss_vfl_dn_0: 0.4941 (0.4927)  loss_vfl_dn_1: 0.4562 (0.4566)  loss_vfl_dn_2: 0.4362 (0.4401)  loss_vfl_dn_3: 0.4316 (0.4328)  loss_vfl_dn_4: 0.4327 (0.4309)  loss_vfl_dn_5: 0.4318 (0.4312)  time: 0.4582  data: 0.0138  max mem: 5652
Epoch: [4]  [1800/7393]  eta: 0:43:18  lr: 0.000010  loss: 19.8711 (20.0910)  loss_bbox: 0.1961 (0.2037)  loss_bbox_aux_0: 0.2098 (0.2204)  loss_bbox_aux_1: 0.1990 (0.2077)  loss_bbox_aux_2: 0.1935 (0.2044)  loss_bbox_aux_3: 0.1982 (0.2035)  loss_bbox_aux_4: 0.1961 (0.2035)  loss_bbox_aux_5: 0.2672 (0.2724)  loss_bbox_dn_0: 0.4080 (0.3853)  loss_bbox_dn_1: 0.3125 (0.3140)  loss_bbox_dn_2: 0.2910 (0.2958)  loss_bbox_dn_3: 0.2795 (0.2894)  loss_bbox_dn_4: 0.2763 (0.2874)  loss_bbox_dn_5: 0.2771 (0.2867)  loss_giou: 0.5163 (0.5831)  loss_giou_aux_0: 0.5662 (0.6140)  loss_giou_aux_1: 0.5412 (0.5920)  loss_giou_aux_2: 0.5336 (0.5858)  loss_giou_aux_3: 0.5208 (0.5835)  loss_giou_aux_4: 0.5165 (0.5832)  loss_giou_aux_5: 0.6527 (0.7035)  loss_giou_dn_0: 0.7372 (0.7494)  loss_giou_dn_1: 0.6315 (0.6425)  loss_giou_dn_2: 0.6018 (0.6175)  loss_giou_dn_3: 0.5884 (0.6097)  loss_giou_dn_4: 0.5863 (0.6076)  loss_giou_dn_5: 0.5852 (0.6075)  loss_vfl: 0.7924 (0.7882)  loss_vfl_aux_0: 0.9379 (0.9322)  loss_vfl_aux_1: 0.9127 (0.8898)  loss_vfl_aux_2: 0.8156 (0.8326)  loss_vfl_aux_3: 0.7948 (0.8023)  loss_vfl_aux_4: 0.7968 (0.7911)  loss_vfl_aux_5: 0.9237 (0.9165)  loss_vfl_dn_0: 0.4960 (0.4928)  loss_vfl_dn_1: 0.4609 (0.4566)  loss_vfl_dn_2: 0.4421 (0.4401)  loss_vfl_dn_3: 0.4382 (0.4329)  loss_vfl_dn_4: 0.4340 (0.4310)  loss_vfl_dn_5: 0.4382 (0.4313)  time: 0.4719  data: 0.0148  max mem: 5652
Epoch: [4]  [1900/7393]  eta: 0:42:30  lr: 0.000010  loss: 20.1220 (20.0839)  loss_bbox: 0.2055 (0.2035)  loss_bbox_aux_0: 0.2229 (0.2203)  loss_bbox_aux_1: 0.2106 (0.2075)  loss_bbox_aux_2: 0.2112 (0.2042)  loss_bbox_aux_3: 0.2066 (0.2033)  loss_bbox_aux_4: 0.2086 (0.2033)  loss_bbox_aux_5: 0.2674 (0.2724)  loss_bbox_dn_0: 0.3747 (0.3852)  loss_bbox_dn_1: 0.2924 (0.3140)  loss_bbox_dn_2: 0.2756 (0.2957)  loss_bbox_dn_3: 0.2693 (0.2893)  loss_bbox_dn_4: 0.2675 (0.2873)  loss_bbox_dn_5: 0.2671 (0.2866)  loss_giou: 0.5627 (0.5824)  loss_giou_aux_0: 0.5846 (0.6134)  loss_giou_aux_1: 0.5661 (0.5912)  loss_giou_aux_2: 0.5622 (0.5852)  loss_giou_aux_3: 0.5597 (0.5828)  loss_giou_aux_4: 0.5594 (0.5825)  loss_giou_aux_5: 0.6779 (0.7029)  loss_giou_dn_0: 0.7343 (0.7491)  loss_giou_dn_1: 0.6190 (0.6421)  loss_giou_dn_2: 0.5881 (0.6171)  loss_giou_dn_3: 0.5789 (0.6094)  loss_giou_dn_4: 0.5771 (0.6072)  loss_giou_dn_5: 0.5770 (0.6071)  loss_vfl: 0.7750 (0.7882)  loss_vfl_aux_0: 0.9210 (0.9325)  loss_vfl_aux_1: 0.8862 (0.8906)  loss_vfl_aux_2: 0.8178 (0.8331)  loss_vfl_aux_3: 0.7926 (0.8023)  loss_vfl_aux_4: 0.7710 (0.7911)  loss_vfl_aux_5: 0.9042 (0.9168)  loss_vfl_dn_0: 0.4911 (0.4928)  loss_vfl_dn_1: 0.4508 (0.4565)  loss_vfl_dn_2: 0.4360 (0.4400)  loss_vfl_dn_3: 0.4273 (0.4328)  loss_vfl_dn_4: 0.4243 (0.4308)  loss_vfl_dn_5: 0.4264 (0.4312)  time: 0.4593  data: 0.0149  max mem: 5652
Epoch: [4]  [2000/7393]  eta: 0:41:44  lr: 0.000010  loss: 19.8579 (20.0878)  loss_bbox: 0.1907 (0.2038)  loss_bbox_aux_0: 0.1956 (0.2205)  loss_bbox_aux_1: 0.1942 (0.2076)  loss_bbox_aux_2: 0.1916 (0.2045)  loss_bbox_aux_3: 0.1850 (0.2036)  loss_bbox_aux_4: 0.1915 (0.2036)  loss_bbox_aux_5: 0.2545 (0.2727)  loss_bbox_dn_0: 0.3509 (0.3854)  loss_bbox_dn_1: 0.2892 (0.3140)  loss_bbox_dn_2: 0.2724 (0.2957)  loss_bbox_dn_3: 0.2668 (0.2893)  loss_bbox_dn_4: 0.2609 (0.2873)  loss_bbox_dn_5: 0.2578 (0.2866)  loss_giou: 0.5758 (0.5828)  loss_giou_aux_0: 0.6310 (0.6139)  loss_giou_aux_1: 0.5748 (0.5914)  loss_giou_aux_2: 0.5698 (0.5857)  loss_giou_aux_3: 0.5752 (0.5832)  loss_giou_aux_4: 0.5816 (0.5828)  loss_giou_aux_5: 0.6952 (0.7033)  loss_giou_dn_0: 0.7484 (0.7492)  loss_giou_dn_1: 0.6277 (0.6423)  loss_giou_dn_2: 0.6009 (0.6173)  loss_giou_dn_3: 0.5963 (0.6095)  loss_giou_dn_4: 0.5946 (0.6073)  loss_giou_dn_5: 0.5946 (0.6073)  loss_vfl: 0.7535 (0.7879)  loss_vfl_aux_0: 0.8600 (0.9325)  loss_vfl_aux_1: 0.8826 (0.8909)  loss_vfl_aux_2: 0.8061 (0.8325)  loss_vfl_aux_3: 0.7941 (0.8020)  loss_vfl_aux_4: 0.7644 (0.7908)  loss_vfl_aux_5: 0.8805 (0.9161)  loss_vfl_dn_0: 0.4874 (0.4929)  loss_vfl_dn_1: 0.4533 (0.4565)  loss_vfl_dn_2: 0.4381 (0.4400)  loss_vfl_dn_3: 0.4293 (0.4328)  loss_vfl_dn_4: 0.4293 (0.4309)  loss_vfl_dn_5: 0.4284 (0.4312)  time: 0.4726  data: 0.0137  max mem: 5652
Epoch: [4]  [2100/7393]  eta: 0:40:59  lr: 0.000010  loss: 19.3843 (20.0815)  loss_bbox: 0.1929 (0.2037)  loss_bbox_aux_0: 0.2108 (0.2206)  loss_bbox_aux_1: 0.2007 (0.2076)  loss_bbox_aux_2: 0.1929 (0.2043)  loss_bbox_aux_3: 0.1931 (0.2035)  loss_bbox_aux_4: 0.1958 (0.2035)  loss_bbox_aux_5: 0.2641 (0.2730)  loss_bbox_dn_0: 0.3744 (0.3859)  loss_bbox_dn_1: 0.3013 (0.3144)  loss_bbox_dn_2: 0.2826 (0.2960)  loss_bbox_dn_3: 0.2721 (0.2895)  loss_bbox_dn_4: 0.2713 (0.2874)  loss_bbox_dn_5: 0.2695 (0.2868)  loss_giou: 0.5263 (0.5820)  loss_giou_aux_0: 0.5704 (0.6133)  loss_giou_aux_1: 0.5495 (0.5907)  loss_giou_aux_2: 0.5328 (0.5850)  loss_giou_aux_3: 0.5271 (0.5825)  loss_giou_aux_4: 0.5262 (0.5821)  loss_giou_aux_5: 0.6615 (0.7029)  loss_giou_dn_0: 0.7233 (0.7486)  loss_giou_dn_1: 0.6102 (0.6417)  loss_giou_dn_2: 0.5807 (0.6167)  loss_giou_dn_3: 0.5716 (0.6089)  loss_giou_dn_4: 0.5717 (0.6067)  loss_giou_dn_5: 0.5718 (0.6067)  loss_vfl: 0.7169 (0.7880)  loss_vfl_aux_0: 0.8626 (0.9323)  loss_vfl_aux_1: 0.8089 (0.8911)  loss_vfl_aux_2: 0.7536 (0.8327)  loss_vfl_aux_3: 0.7136 (0.8022)  loss_vfl_aux_4: 0.7155 (0.7909)  loss_vfl_aux_5: 0.8798 (0.9161)  loss_vfl_dn_0: 0.4836 (0.4930)  loss_vfl_dn_1: 0.4578 (0.4566)  loss_vfl_dn_2: 0.4405 (0.4400)  loss_vfl_dn_3: 0.4332 (0.4328)  loss_vfl_dn_4: 0.4279 (0.4308)  loss_vfl_dn_5: 0.4259 (0.4312)  time: 0.4671  data: 0.0144  max mem: 5652
Epoch: [4]  [2200/7393]  eta: 0:40:13  lr: 0.000010  loss: 20.8537 (20.0837)  loss_bbox: 0.2013 (0.2037)  loss_bbox_aux_0: 0.2238 (0.2208)  loss_bbox_aux_1: 0.2122 (0.2076)  loss_bbox_aux_2: 0.2029 (0.2043)  loss_bbox_aux_3: 0.2007 (0.2034)  loss_bbox_aux_4: 0.2001 (0.2035)  loss_bbox_aux_5: 0.2810 (0.2731)  loss_bbox_dn_0: 0.4149 (0.3866)  loss_bbox_dn_1: 0.3359 (0.3149)  loss_bbox_dn_2: 0.3190 (0.2965)  loss_bbox_dn_3: 0.3158 (0.2900)  loss_bbox_dn_4: 0.3150 (0.2880)  loss_bbox_dn_5: 0.3147 (0.2874)  loss_giou: 0.5987 (0.5817)  loss_giou_aux_0: 0.6218 (0.6133)  loss_giou_aux_1: 0.6026 (0.5905)  loss_giou_aux_2: 0.6030 (0.5847)  loss_giou_aux_3: 0.5967 (0.5822)  loss_giou_aux_4: 0.5998 (0.5818)  loss_giou_aux_5: 0.7062 (0.7026)  loss_giou_dn_0: 0.7732 (0.7487)  loss_giou_dn_1: 0.6636 (0.6419)  loss_giou_dn_2: 0.6381 (0.6168)  loss_giou_dn_3: 0.6261 (0.6090)  loss_giou_dn_4: 0.6235 (0.6068)  loss_giou_dn_5: 0.6246 (0.6068)  loss_vfl: 0.8449 (0.7881)  loss_vfl_aux_0: 0.9403 (0.9320)  loss_vfl_aux_1: 0.9252 (0.8911)  loss_vfl_aux_2: 0.8962 (0.8328)  loss_vfl_aux_3: 0.8565 (0.8023)  loss_vfl_aux_4: 0.8378 (0.7911)  loss_vfl_aux_5: 0.9376 (0.9162)  loss_vfl_dn_0: 0.4935 (0.4930)  loss_vfl_dn_1: 0.4602 (0.4565)  loss_vfl_dn_2: 0.4421 (0.4399)  loss_vfl_dn_3: 0.4387 (0.4327)  loss_vfl_dn_4: 0.4376 (0.4307)  loss_vfl_dn_5: 0.4377 (0.4311)  time: 0.4516  data: 0.0145  max mem: 5652
Epoch: [4]  [2300/7393]  eta: 0:39:37  lr: 0.000010  loss: 19.6579 (20.0780)  loss_bbox: 0.1880 (0.2037)  loss_bbox_aux_0: 0.2119 (0.2209)  loss_bbox_aux_1: 0.1999 (0.2077)  loss_bbox_aux_2: 0.2020 (0.2045)  loss_bbox_aux_3: 0.1914 (0.2035)  loss_bbox_aux_4: 0.1971 (0.2036)  loss_bbox_aux_5: 0.2670 (0.2731)  loss_bbox_dn_0: 0.3998 (0.3866)  loss_bbox_dn_1: 0.3185 (0.3150)  loss_bbox_dn_2: 0.2947 (0.2965)  loss_bbox_dn_3: 0.2874 (0.2900)  loss_bbox_dn_4: 0.2877 (0.2880)  loss_bbox_dn_5: 0.2872 (0.2874)  loss_giou: 0.4772 (0.5812)  loss_giou_aux_0: 0.5208 (0.6130)  loss_giou_aux_1: 0.5001 (0.5901)  loss_giou_aux_2: 0.4817 (0.5843)  loss_giou_aux_3: 0.4868 (0.5817)  loss_giou_aux_4: 0.4933 (0.5813)  loss_giou_aux_5: 0.6010 (0.7021)  loss_giou_dn_0: 0.7160 (0.7484)  loss_giou_dn_1: 0.6024 (0.6415)  loss_giou_dn_2: 0.5811 (0.6164)  loss_giou_dn_3: 0.5694 (0.6085)  loss_giou_dn_4: 0.5672 (0.6063)  loss_giou_dn_5: 0.5667 (0.6063)  loss_vfl: 0.8127 (0.7880)  loss_vfl_aux_0: 0.9647 (0.9318)  loss_vfl_aux_1: 0.8931 (0.8912)  loss_vfl_aux_2: 0.8439 (0.8325)  loss_vfl_aux_3: 0.8141 (0.8022)  loss_vfl_aux_4: 0.8050 (0.7908)  loss_vfl_aux_5: 0.9443 (0.9163)  loss_vfl_dn_0: 0.4967 (0.4930)  loss_vfl_dn_1: 0.4613 (0.4566)  loss_vfl_dn_2: 0.4417 (0.4399)  loss_vfl_dn_3: 0.4350 (0.4327)  loss_vfl_dn_4: 0.4325 (0.4307)  loss_vfl_dn_5: 0.4332 (0.4311)  time: 0.4621  data: 0.0143  max mem: 5652
Epoch: [4]  [2400/7393]  eta: 0:38:49  lr: 0.000010  loss: 19.7378 (20.0800)  loss_bbox: 0.1863 (0.2038)  loss_bbox_aux_0: 0.1916 (0.2210)  loss_bbox_aux_1: 0.1828 (0.2078)  loss_bbox_aux_2: 0.1818 (0.2045)  loss_bbox_aux_3: 0.1801 (0.2036)  loss_bbox_aux_4: 0.1809 (0.2036)  loss_bbox_aux_5: 0.2656 (0.2730)  loss_bbox_dn_0: 0.3708 (0.3861)  loss_bbox_dn_1: 0.3006 (0.3146)  loss_bbox_dn_2: 0.2933 (0.2962)  loss_bbox_dn_3: 0.2899 (0.2897)  loss_bbox_dn_4: 0.2857 (0.2877)  loss_bbox_dn_5: 0.2848 (0.2871)  loss_giou: 0.5388 (0.5819)  loss_giou_aux_0: 0.5773 (0.6139)  loss_giou_aux_1: 0.5438 (0.5909)  loss_giou_aux_2: 0.5356 (0.5851)  loss_giou_aux_3: 0.5255 (0.5824)  loss_giou_aux_4: 0.5256 (0.5820)  loss_giou_aux_5: 0.6516 (0.7027)  loss_giou_dn_0: 0.7310 (0.7487)  loss_giou_dn_1: 0.6260 (0.6418)  loss_giou_dn_2: 0.6027 (0.6167)  loss_giou_dn_3: 0.5916 (0.6089)  loss_giou_dn_4: 0.5882 (0.6067)  loss_giou_dn_5: 0.5878 (0.6066)  loss_vfl: 0.7603 (0.7874)  loss_vfl_aux_0: 0.9224 (0.9312)  loss_vfl_aux_1: 0.8599 (0.8907)  loss_vfl_aux_2: 0.8072 (0.8320)  loss_vfl_aux_3: 0.7710 (0.8017)  loss_vfl_aux_4: 0.7635 (0.7903)  loss_vfl_aux_5: 0.8828 (0.9155)  loss_vfl_dn_0: 0.4837 (0.4929)  loss_vfl_dn_1: 0.4573 (0.4566)  loss_vfl_dn_2: 0.4385 (0.4400)  loss_vfl_dn_3: 0.4295 (0.4328)  loss_vfl_dn_4: 0.4260 (0.4307)  loss_vfl_dn_5: 0.4280 (0.4311)  time: 0.4579  data: 0.0144  max mem: 5652
Epoch: [4]  [2500/7393]  eta: 0:38:02  lr: 0.000010  loss: 19.8276 (20.0835)  loss_bbox: 0.2134 (0.2038)  loss_bbox_aux_0: 0.2303 (0.2210)  loss_bbox_aux_1: 0.2198 (0.2078)  loss_bbox_aux_2: 0.2124 (0.2046)  loss_bbox_aux_3: 0.2053 (0.2035)  loss_bbox_aux_4: 0.2092 (0.2036)  loss_bbox_aux_5: 0.2725 (0.2730)  loss_bbox_dn_0: 0.3669 (0.3860)  loss_bbox_dn_1: 0.3045 (0.3145)  loss_bbox_dn_2: 0.2905 (0.2962)  loss_bbox_dn_3: 0.2914 (0.2897)  loss_bbox_dn_4: 0.2908 (0.2877)  loss_bbox_dn_5: 0.2893 (0.2870)  loss_giou: 0.5892 (0.5823)  loss_giou_aux_0: 0.6015 (0.6143)  loss_giou_aux_1: 0.5945 (0.5913)  loss_giou_aux_2: 0.5805 (0.5854)  loss_giou_aux_3: 0.5829 (0.5828)  loss_giou_aux_4: 0.5834 (0.5824)  loss_giou_aux_5: 0.6893 (0.7031)  loss_giou_dn_0: 0.7378 (0.7490)  loss_giou_dn_1: 0.6351 (0.6423)  loss_giou_dn_2: 0.6100 (0.6172)  loss_giou_dn_3: 0.6021 (0.6094)  loss_giou_dn_4: 0.6019 (0.6072)  loss_giou_dn_5: 0.6022 (0.6071)  loss_vfl: 0.7448 (0.7873)  loss_vfl_aux_0: 0.9000 (0.9307)  loss_vfl_aux_1: 0.8645 (0.8904)  loss_vfl_aux_2: 0.7943 (0.8321)  loss_vfl_aux_3: 0.7584 (0.8017)  loss_vfl_aux_4: 0.7508 (0.7902)  loss_vfl_aux_5: 0.8755 (0.9150)  loss_vfl_dn_0: 0.4915 (0.4928)  loss_vfl_dn_1: 0.4562 (0.4566)  loss_vfl_dn_2: 0.4350 (0.4400)  loss_vfl_dn_3: 0.4254 (0.4327)  loss_vfl_dn_4: 0.4210 (0.4307)  loss_vfl_dn_5: 0.4201 (0.4310)  time: 0.4552  data: 0.0142  max mem: 5652
Epoch: [4]  [2600/7393]  eta: 0:37:25  lr: 0.000010  loss: 20.3822 (20.0841)  loss_bbox: 0.1891 (0.2039)  loss_bbox_aux_0: 0.2255 (0.2212)  loss_bbox_aux_1: 0.1962 (0.2080)  loss_bbox_aux_2: 0.1937 (0.2047)  loss_bbox_aux_3: 0.1898 (0.2036)  loss_bbox_aux_4: 0.1892 (0.2037)  loss_bbox_aux_5: 0.2722 (0.2731)  loss_bbox_dn_0: 0.3818 (0.3862)  loss_bbox_dn_1: 0.3027 (0.3147)  loss_bbox_dn_2: 0.2787 (0.2963)  loss_bbox_dn_3: 0.2750 (0.2897)  loss_bbox_dn_4: 0.2736 (0.2877)  loss_bbox_dn_5: 0.2726 (0.2871)  loss_giou: 0.4980 (0.5819)  loss_giou_aux_0: 0.5227 (0.6141)  loss_giou_aux_1: 0.4865 (0.5911)  loss_giou_aux_2: 0.4830 (0.5851)  loss_giou_aux_3: 0.4915 (0.5824)  loss_giou_aux_4: 0.4989 (0.5820)  loss_giou_aux_5: 0.5887 (0.7028)  loss_giou_dn_0: 0.7129 (0.7487)  loss_giou_dn_1: 0.6037 (0.6419)  loss_giou_dn_2: 0.5690 (0.6168)  loss_giou_dn_3: 0.5582 (0.6090)  loss_giou_dn_4: 0.5531 (0.6068)  loss_giou_dn_5: 0.5512 (0.6067)  loss_vfl: 0.8008 (0.7880)  loss_vfl_aux_0: 0.9839 (0.9316)  loss_vfl_aux_1: 0.9416 (0.8909)  loss_vfl_aux_2: 0.8789 (0.8325)  loss_vfl_aux_3: 0.8453 (0.8022)  loss_vfl_aux_4: 0.8324 (0.7908)  loss_vfl_aux_5: 1.0136 (0.9156)  loss_vfl_dn_0: 0.4942 (0.4929)  loss_vfl_dn_1: 0.4505 (0.4565)  loss_vfl_dn_2: 0.4370 (0.4399)  loss_vfl_dn_3: 0.4289 (0.4326)  loss_vfl_dn_4: 0.4254 (0.4306)  loss_vfl_dn_5: 0.4289 (0.4310)  time: 0.4725  data: 0.0148  max mem: 5652
Epoch: [4]  [2700/7393]  eta: 0:36:47  lr: 0.000010  loss: 19.7603 (20.0727)  loss_bbox: 0.1929 (0.2036)  loss_bbox_aux_0: 0.1994 (0.2209)  loss_bbox_aux_1: 0.1864 (0.2077)  loss_bbox_aux_2: 0.1837 (0.2044)  loss_bbox_aux_3: 0.1965 (0.2034)  loss_bbox_aux_4: 0.1933 (0.2034)  loss_bbox_aux_5: 0.2591 (0.2728)  loss_bbox_dn_0: 0.3922 (0.3860)  loss_bbox_dn_1: 0.3045 (0.3145)  loss_bbox_dn_2: 0.2721 (0.2960)  loss_bbox_dn_3: 0.2662 (0.2894)  loss_bbox_dn_4: 0.2660 (0.2874)  loss_bbox_dn_5: 0.2657 (0.2868)  loss_giou: 0.5097 (0.5812)  loss_giou_aux_0: 0.5479 (0.6134)  loss_giou_aux_1: 0.5174 (0.5904)  loss_giou_aux_2: 0.5134 (0.5845)  loss_giou_aux_3: 0.5168 (0.5817)  loss_giou_aux_4: 0.5059 (0.5813)  loss_giou_aux_5: 0.6297 (0.7022)  loss_giou_dn_0: 0.7405 (0.7482)  loss_giou_dn_1: 0.6200 (0.6415)  loss_giou_dn_2: 0.5963 (0.6163)  loss_giou_dn_3: 0.5901 (0.6085)  loss_giou_dn_4: 0.5880 (0.6063)  loss_giou_dn_5: 0.5881 (0.6062)  loss_vfl: 0.7971 (0.7880)  loss_vfl_aux_0: 0.9412 (0.9316)  loss_vfl_aux_1: 0.8894 (0.8910)  loss_vfl_aux_2: 0.8276 (0.8325)  loss_vfl_aux_3: 0.8082 (0.8022)  loss_vfl_aux_4: 0.7957 (0.7908)  loss_vfl_aux_5: 0.9225 (0.9156)  loss_vfl_dn_0: 0.4830 (0.4928)  loss_vfl_dn_1: 0.4469 (0.4564)  loss_vfl_dn_2: 0.4317 (0.4398)  loss_vfl_dn_3: 0.4236 (0.4325)  loss_vfl_dn_4: 0.4226 (0.4305)  loss_vfl_dn_5: 0.4199 (0.4308)  time: 0.4687  data: 0.0146  max mem: 5652
Epoch: [4]  [2800/7393]  eta: 0:36:09  lr: 0.000010  loss: 19.3956 (20.0655)  loss_bbox: 0.2021 (0.2036)  loss_bbox_aux_0: 0.2324 (0.2210)  loss_bbox_aux_1: 0.2217 (0.2078)  loss_bbox_aux_2: 0.2130 (0.2045)  loss_bbox_aux_3: 0.2033 (0.2034)  loss_bbox_aux_4: 0.2002 (0.2034)  loss_bbox_aux_5: 0.2853 (0.2729)  loss_bbox_dn_0: 0.4050 (0.3862)  loss_bbox_dn_1: 0.3277 (0.3145)  loss_bbox_dn_2: 0.3043 (0.2961)  loss_bbox_dn_3: 0.2852 (0.2895)  loss_bbox_dn_4: 0.2781 (0.2875)  loss_bbox_dn_5: 0.2779 (0.2869)  loss_giou: 0.5175 (0.5807)  loss_giou_aux_0: 0.5524 (0.6130)  loss_giou_aux_1: 0.5304 (0.5899)  loss_giou_aux_2: 0.5240 (0.5840)  loss_giou_aux_3: 0.5163 (0.5812)  loss_giou_aux_4: 0.5197 (0.5808)  loss_giou_aux_5: 0.6477 (0.7017)  loss_giou_dn_0: 0.7106 (0.7478)  loss_giou_dn_1: 0.6026 (0.6410)  loss_giou_dn_2: 0.5765 (0.6158)  loss_giou_dn_3: 0.5681 (0.6079)  loss_giou_dn_4: 0.5652 (0.6058)  loss_giou_dn_5: 0.5654 (0.6057)  loss_vfl: 0.7711 (0.7877)  loss_vfl_aux_0: 0.8941 (0.9315)  loss_vfl_aux_1: 0.8770 (0.8907)  loss_vfl_aux_2: 0.8334 (0.8323)  loss_vfl_aux_3: 0.8051 (0.8019)  loss_vfl_aux_4: 0.7690 (0.7905)  loss_vfl_aux_5: 0.9067 (0.9153)  loss_vfl_dn_0: 0.4888 (0.4928)  loss_vfl_dn_1: 0.4483 (0.4564)  loss_vfl_dn_2: 0.4330 (0.4397)  loss_vfl_dn_3: 0.4273 (0.4324)  loss_vfl_dn_4: 0.4225 (0.4304)  loss_vfl_dn_5: 0.4234 (0.4308)  time: 0.4718  data: 0.0153  max mem: 5652
Epoch: [4]  [2900/7393]  eta: 0:35:22  lr: 0.000010  loss: 19.8478 (20.0674)  loss_bbox: 0.1919 (0.2036)  loss_bbox_aux_0: 0.2076 (0.2210)  loss_bbox_aux_1: 0.2012 (0.2078)  loss_bbox_aux_2: 0.2006 (0.2045)  loss_bbox_aux_3: 0.1868 (0.2033)  loss_bbox_aux_4: 0.1861 (0.2034)  loss_bbox_aux_5: 0.2775 (0.2729)  loss_bbox_dn_0: 0.3807 (0.3865)  loss_bbox_dn_1: 0.3164 (0.3148)  loss_bbox_dn_2: 0.2982 (0.2963)  loss_bbox_dn_3: 0.2912 (0.2898)  loss_bbox_dn_4: 0.2907 (0.2878)  loss_bbox_dn_5: 0.2903 (0.2871)  loss_giou: 0.5111 (0.5803)  loss_giou_aux_0: 0.5415 (0.6126)  loss_giou_aux_1: 0.5174 (0.5895)  loss_giou_aux_2: 0.5207 (0.5836)  loss_giou_aux_3: 0.5087 (0.5808)  loss_giou_aux_4: 0.5092 (0.5804)  loss_giou_aux_5: 0.6481 (0.7014)  loss_giou_dn_0: 0.7090 (0.7477)  loss_giou_dn_1: 0.5857 (0.6409)  loss_giou_dn_2: 0.5635 (0.6157)  loss_giou_dn_3: 0.5577 (0.6079)  loss_giou_dn_4: 0.5577 (0.6057)  loss_giou_dn_5: 0.5578 (0.6056)  loss_vfl: 0.8326 (0.7886)  loss_vfl_aux_0: 0.9617 (0.9319)  loss_vfl_aux_1: 0.9094 (0.8913)  loss_vfl_aux_2: 0.8629 (0.8330)  loss_vfl_aux_3: 0.8364 (0.8026)  loss_vfl_aux_4: 0.8322 (0.7913)  loss_vfl_aux_5: 0.9170 (0.9153)  loss_vfl_dn_0: 0.4936 (0.4929)  loss_vfl_dn_1: 0.4539 (0.4564)  loss_vfl_dn_2: 0.4428 (0.4398)  loss_vfl_dn_3: 0.4349 (0.4324)  loss_vfl_dn_4: 0.4324 (0.4304)  loss_vfl_dn_5: 0.4326 (0.4308)  time: 0.4862  data: 0.0144  max mem: 5652
Epoch: [4]  [3000/7393]  eta: 0:34:34  lr: 0.000010  loss: 20.4260 (20.0736)  loss_bbox: 0.2122 (0.2037)  loss_bbox_aux_0: 0.2246 (0.2211)  loss_bbox_aux_1: 0.2187 (0.2079)  loss_bbox_aux_2: 0.2054 (0.2046)  loss_bbox_aux_3: 0.2043 (0.2035)  loss_bbox_aux_4: 0.2142 (0.2035)  loss_bbox_aux_5: 0.2748 (0.2731)  loss_bbox_dn_0: 0.3979 (0.3870)  loss_bbox_dn_1: 0.3175 (0.3153)  loss_bbox_dn_2: 0.2954 (0.2968)  loss_bbox_dn_3: 0.2895 (0.2903)  loss_bbox_dn_4: 0.2849 (0.2883)  loss_bbox_dn_5: 0.2841 (0.2877)  loss_giou: 0.5265 (0.5802)  loss_giou_aux_0: 0.5634 (0.6125)  loss_giou_aux_1: 0.5449 (0.5894)  loss_giou_aux_2: 0.5367 (0.5835)  loss_giou_aux_3: 0.5316 (0.5807)  loss_giou_aux_4: 0.5270 (0.5803)  loss_giou_aux_5: 0.6503 (0.7013)  loss_giou_dn_0: 0.7357 (0.7477)  loss_giou_dn_1: 0.6318 (0.6409)  loss_giou_dn_2: 0.6034 (0.6156)  loss_giou_dn_3: 0.5952 (0.6078)  loss_giou_dn_4: 0.5922 (0.6056)  loss_giou_dn_5: 0.5918 (0.6055)  loss_vfl: 0.7934 (0.7890)  loss_vfl_aux_0: 0.9624 (0.9326)  loss_vfl_aux_1: 0.9541 (0.8918)  loss_vfl_aux_2: 0.8723 (0.8335)  loss_vfl_aux_3: 0.8182 (0.8032)  loss_vfl_aux_4: 0.8138 (0.7917)  loss_vfl_aux_5: 0.9241 (0.9154)  loss_vfl_dn_0: 0.4941 (0.4928)  loss_vfl_dn_1: 0.4598 (0.4564)  loss_vfl_dn_2: 0.4430 (0.4398)  loss_vfl_dn_3: 0.4380 (0.4325)  loss_vfl_dn_4: 0.4360 (0.4304)  loss_vfl_dn_5: 0.4363 (0.4308)  time: 0.4787  data: 0.0144  max mem: 5652
Epoch: [4]  [3100/7393]  eta: 0:33:46  lr: 0.000010  loss: 20.1948 (20.0734)  loss_bbox: 0.2139 (0.2038)  loss_bbox_aux_0: 0.2311 (0.2210)  loss_bbox_aux_1: 0.2241 (0.2078)  loss_bbox_aux_2: 0.2208 (0.2046)  loss_bbox_aux_3: 0.2125 (0.2034)  loss_bbox_aux_4: 0.2156 (0.2035)  loss_bbox_aux_5: 0.2812 (0.2730)  loss_bbox_dn_0: 0.4189 (0.3869)  loss_bbox_dn_1: 0.3497 (0.3153)  loss_bbox_dn_2: 0.3269 (0.2969)  loss_bbox_dn_3: 0.3180 (0.2903)  loss_bbox_dn_4: 0.3132 (0.2883)  loss_bbox_dn_5: 0.3120 (0.2877)  loss_giou: 0.4951 (0.5802)  loss_giou_aux_0: 0.5129 (0.6124)  loss_giou_aux_1: 0.4814 (0.5894)  loss_giou_aux_2: 0.4774 (0.5835)  loss_giou_aux_3: 0.4673 (0.5806)  loss_giou_aux_4: 0.4813 (0.5803)  loss_giou_aux_5: 0.5919 (0.7013)  loss_giou_dn_0: 0.7125 (0.7477)  loss_giou_dn_1: 0.6062 (0.6408)  loss_giou_dn_2: 0.5876 (0.6156)  loss_giou_dn_3: 0.5824 (0.6078)  loss_giou_dn_4: 0.5800 (0.6056)  loss_giou_dn_5: 0.5796 (0.6055)  loss_vfl: 0.7853 (0.7889)  loss_vfl_aux_0: 0.9428 (0.9328)  loss_vfl_aux_1: 0.8969 (0.8921)  loss_vfl_aux_2: 0.8289 (0.8335)  loss_vfl_aux_3: 0.7948 (0.8033)  loss_vfl_aux_4: 0.7934 (0.7917)  loss_vfl_aux_5: 0.9133 (0.9152)  loss_vfl_dn_0: 0.4888 (0.4927)  loss_vfl_dn_1: 0.4521 (0.4564)  loss_vfl_dn_2: 0.4360 (0.4398)  loss_vfl_dn_3: 0.4269 (0.4325)  loss_vfl_dn_4: 0.4208 (0.4304)  loss_vfl_dn_5: 0.4228 (0.4308)  time: 0.4726  data: 0.0145  max mem: 5652
Epoch: [4]  [3200/7393]  eta: 0:32:58  lr: 0.000010  loss: 19.8056 (20.0832)  loss_bbox: 0.1860 (0.2041)  loss_bbox_aux_0: 0.1963 (0.2212)  loss_bbox_aux_1: 0.1862 (0.2080)  loss_bbox_aux_2: 0.1752 (0.2048)  loss_bbox_aux_3: 0.1821 (0.2037)  loss_bbox_aux_4: 0.1821 (0.2038)  loss_bbox_aux_5: 0.2313 (0.2731)  loss_bbox_dn_0: 0.3673 (0.3870)  loss_bbox_dn_1: 0.3020 (0.3155)  loss_bbox_dn_2: 0.2836 (0.2971)  loss_bbox_dn_3: 0.2801 (0.2906)  loss_bbox_dn_4: 0.2796 (0.2886)  loss_bbox_dn_5: 0.2788 (0.2880)  loss_giou: 0.5352 (0.5806)  loss_giou_aux_0: 0.5649 (0.6128)  loss_giou_aux_1: 0.5378 (0.5897)  loss_giou_aux_2: 0.5396 (0.5838)  loss_giou_aux_3: 0.5319 (0.5810)  loss_giou_aux_4: 0.5337 (0.5807)  loss_giou_aux_5: 0.6416 (0.7016)  loss_giou_dn_0: 0.7338 (0.7479)  loss_giou_dn_1: 0.6402 (0.6412)  loss_giou_dn_2: 0.6149 (0.6160)  loss_giou_dn_3: 0.6030 (0.6081)  loss_giou_dn_4: 0.6018 (0.6060)  loss_giou_dn_5: 0.6020 (0.6059)  loss_vfl: 0.7888 (0.7892)  loss_vfl_aux_0: 0.9377 (0.9330)  loss_vfl_aux_1: 0.9205 (0.8926)  loss_vfl_aux_2: 0.8316 (0.8340)  loss_vfl_aux_3: 0.8024 (0.8037)  loss_vfl_aux_4: 0.7979 (0.7921)  loss_vfl_aux_5: 0.9036 (0.9149)  loss_vfl_dn_0: 0.4960 (0.4927)  loss_vfl_dn_1: 0.4625 (0.4564)  loss_vfl_dn_2: 0.4347 (0.4398)  loss_vfl_dn_3: 0.4283 (0.4325)  loss_vfl_dn_4: 0.4240 (0.4305)  loss_vfl_dn_5: 0.4198 (0.4309)  time: 0.4640  data: 0.0144  max mem: 5652
Epoch: [4]  [3300/7393]  eta: 0:32:10  lr: 0.000010  loss: 20.0082 (20.0901)  loss_bbox: 0.2037 (0.2044)  loss_bbox_aux_0: 0.2216 (0.2214)  loss_bbox_aux_1: 0.1992 (0.2083)  loss_bbox_aux_2: 0.2003 (0.2051)  loss_bbox_aux_3: 0.1964 (0.2039)  loss_bbox_aux_4: 0.2038 (0.2041)  loss_bbox_aux_5: 0.2621 (0.2732)  loss_bbox_dn_0: 0.3689 (0.3874)  loss_bbox_dn_1: 0.3075 (0.3159)  loss_bbox_dn_2: 0.2926 (0.2974)  loss_bbox_dn_3: 0.2871 (0.2909)  loss_bbox_dn_4: 0.2854 (0.2889)  loss_bbox_dn_5: 0.2849 (0.2883)  loss_giou: 0.6054 (0.5806)  loss_giou_aux_0: 0.6204 (0.6128)  loss_giou_aux_1: 0.5986 (0.5897)  loss_giou_aux_2: 0.5896 (0.5838)  loss_giou_aux_3: 0.5948 (0.5810)  loss_giou_aux_4: 0.5949 (0.5806)  loss_giou_aux_5: 0.6924 (0.7015)  loss_giou_dn_0: 0.7658 (0.7481)  loss_giou_dn_1: 0.6743 (0.6413)  loss_giou_dn_2: 0.6501 (0.6161)  loss_giou_dn_3: 0.6391 (0.6083)  loss_giou_dn_4: 0.6378 (0.6061)  loss_giou_dn_5: 0.6377 (0.6060)  loss_vfl: 0.7572 (0.7896)  loss_vfl_aux_0: 0.9135 (0.9332)  loss_vfl_aux_1: 0.9225 (0.8932)  loss_vfl_aux_2: 0.8167 (0.8343)  loss_vfl_aux_3: 0.8089 (0.8041)  loss_vfl_aux_4: 0.7878 (0.7924)  loss_vfl_aux_5: 0.8780 (0.9153)  loss_vfl_dn_0: 0.4869 (0.4927)  loss_vfl_dn_1: 0.4468 (0.4564)  loss_vfl_dn_2: 0.4279 (0.4398)  loss_vfl_dn_3: 0.4220 (0.4325)  loss_vfl_dn_4: 0.4206 (0.4305)  loss_vfl_dn_5: 0.4215 (0.4309)  time: 0.4774  data: 0.0143  max mem: 5652
Epoch: [4]  [3400/7393]  eta: 0:31:23  lr: 0.000010  loss: 19.7492 (20.0891)  loss_bbox: 0.1970 (0.2042)  loss_bbox_aux_0: 0.2100 (0.2214)  loss_bbox_aux_1: 0.1971 (0.2082)  loss_bbox_aux_2: 0.2054 (0.2050)  loss_bbox_aux_3: 0.2018 (0.2037)  loss_bbox_aux_4: 0.1985 (0.2039)  loss_bbox_aux_5: 0.2710 (0.2731)  loss_bbox_dn_0: 0.3569 (0.3870)  loss_bbox_dn_1: 0.2993 (0.3155)  loss_bbox_dn_2: 0.2803 (0.2970)  loss_bbox_dn_3: 0.2751 (0.2905)  loss_bbox_dn_4: 0.2728 (0.2886)  loss_bbox_dn_5: 0.2719 (0.2880)  loss_giou: 0.5702 (0.5811)  loss_giou_aux_0: 0.6039 (0.6133)  loss_giou_aux_1: 0.5707 (0.5902)  loss_giou_aux_2: 0.5609 (0.5843)  loss_giou_aux_3: 0.5716 (0.5815)  loss_giou_aux_4: 0.5698 (0.5811)  loss_giou_aux_5: 0.6758 (0.7020)  loss_giou_dn_0: 0.7289 (0.7483)  loss_giou_dn_1: 0.6244 (0.6416)  loss_giou_dn_2: 0.6014 (0.6165)  loss_giou_dn_3: 0.5942 (0.6086)  loss_giou_dn_4: 0.5903 (0.6064)  loss_giou_dn_5: 0.5905 (0.6064)  loss_vfl: 0.7915 (0.7892)  loss_vfl_aux_0: 0.9475 (0.9326)  loss_vfl_aux_1: 0.8922 (0.8927)  loss_vfl_aux_2: 0.8258 (0.8339)  loss_vfl_aux_3: 0.7799 (0.8037)  loss_vfl_aux_4: 0.7963 (0.7920)  loss_vfl_aux_5: 0.9076 (0.9144)  loss_vfl_dn_0: 0.4952 (0.4927)  loss_vfl_dn_1: 0.4545 (0.4564)  loss_vfl_dn_2: 0.4395 (0.4398)  loss_vfl_dn_3: 0.4293 (0.4325)  loss_vfl_dn_4: 0.4286 (0.4305)  loss_vfl_dn_5: 0.4293 (0.4309)  time: 0.4713  data: 0.0139  max mem: 5652
Epoch: [4]  [3500/7393]  eta: 0:30:36  lr: 0.000010  loss: 19.9546 (20.0879)  loss_bbox: 0.2096 (0.2043)  loss_bbox_aux_0: 0.2203 (0.2216)  loss_bbox_aux_1: 0.2162 (0.2083)  loss_bbox_aux_2: 0.2142 (0.2051)  loss_bbox_aux_3: 0.2136 (0.2039)  loss_bbox_aux_4: 0.2094 (0.2040)  loss_bbox_aux_5: 0.2679 (0.2732)  loss_bbox_dn_0: 0.3944 (0.3870)  loss_bbox_dn_1: 0.3343 (0.3156)  loss_bbox_dn_2: 0.3168 (0.2971)  loss_bbox_dn_3: 0.3045 (0.2906)  loss_bbox_dn_4: 0.3022 (0.2886)  loss_bbox_dn_5: 0.3016 (0.2880)  loss_giou: 0.5761 (0.5810)  loss_giou_aux_0: 0.6180 (0.6133)  loss_giou_aux_1: 0.5912 (0.5902)  loss_giou_aux_2: 0.5924 (0.5842)  loss_giou_aux_3: 0.5887 (0.5814)  loss_giou_aux_4: 0.5875 (0.5811)  loss_giou_aux_5: 0.6765 (0.7018)  loss_giou_dn_0: 0.7412 (0.7482)  loss_giou_dn_1: 0.6465 (0.6415)  loss_giou_dn_2: 0.6167 (0.6163)  loss_giou_dn_3: 0.6078 (0.6085)  loss_giou_dn_4: 0.6047 (0.6063)  loss_giou_dn_5: 0.6047 (0.6063)  loss_vfl: 0.7579 (0.7891)  loss_vfl_aux_0: 0.8704 (0.9326)  loss_vfl_aux_1: 0.8670 (0.8927)  loss_vfl_aux_2: 0.7907 (0.8338)  loss_vfl_aux_3: 0.7613 (0.8036)  loss_vfl_aux_4: 0.7556 (0.7919)  loss_vfl_aux_5: 0.8711 (0.9146)  loss_vfl_dn_0: 0.4891 (0.4927)  loss_vfl_dn_1: 0.4474 (0.4563)  loss_vfl_dn_2: 0.4267 (0.4398)  loss_vfl_dn_3: 0.4240 (0.4324)  loss_vfl_dn_4: 0.4232 (0.4304)  loss_vfl_dn_5: 0.4234 (0.4308)  time: 0.4627  data: 0.0139  max mem: 5652
Epoch: [4]  [3600/7393]  eta: 0:29:48  lr: 0.000010  loss: 19.2361 (20.0835)  loss_bbox: 0.1856 (0.2043)  loss_bbox_aux_0: 0.2031 (0.2216)  loss_bbox_aux_1: 0.1844 (0.2083)  loss_bbox_aux_2: 0.1823 (0.2051)  loss_bbox_aux_3: 0.1863 (0.2039)  loss_bbox_aux_4: 0.1886 (0.2040)  loss_bbox_aux_5: 0.2507 (0.2731)  loss_bbox_dn_0: 0.3347 (0.3868)  loss_bbox_dn_1: 0.2760 (0.3154)  loss_bbox_dn_2: 0.2602 (0.2969)  loss_bbox_dn_3: 0.2555 (0.2904)  loss_bbox_dn_4: 0.2554 (0.2884)  loss_bbox_dn_5: 0.2559 (0.2878)  loss_giou: 0.5405 (0.5809)  loss_giou_aux_0: 0.5916 (0.6132)  loss_giou_aux_1: 0.5632 (0.5901)  loss_giou_aux_2: 0.5567 (0.5841)  loss_giou_aux_3: 0.5450 (0.5813)  loss_giou_aux_4: 0.5432 (0.5810)  loss_giou_aux_5: 0.6766 (0.7016)  loss_giou_dn_0: 0.7450 (0.7481)  loss_giou_dn_1: 0.6353 (0.6413)  loss_giou_dn_2: 0.6087 (0.6161)  loss_giou_dn_3: 0.6001 (0.6082)  loss_giou_dn_4: 0.5990 (0.6061)  loss_giou_dn_5: 0.5985 (0.6060)  loss_vfl: 0.7899 (0.7890)  loss_vfl_aux_0: 0.9328 (0.9325)  loss_vfl_aux_1: 0.8942 (0.8925)  loss_vfl_aux_2: 0.8246 (0.8336)  loss_vfl_aux_3: 0.8012 (0.8035)  loss_vfl_aux_4: 0.7792 (0.7916)  loss_vfl_aux_5: 0.9238 (0.9146)  loss_vfl_dn_0: 0.4893 (0.4927)  loss_vfl_dn_1: 0.4485 (0.4563)  loss_vfl_dn_2: 0.4290 (0.4397)  loss_vfl_dn_3: 0.4170 (0.4324)  loss_vfl_dn_4: 0.4145 (0.4304)  loss_vfl_dn_5: 0.4171 (0.4308)  time: 0.4655  data: 0.0145  max mem: 5652
Epoch: [4]  [3700/7393]  eta: 0:29:01  lr: 0.000010  loss: 19.1501 (20.0765)  loss_bbox: 0.1875 (0.2041)  loss_bbox_aux_0: 0.2022 (0.2216)  loss_bbox_aux_1: 0.1857 (0.2083)  loss_bbox_aux_2: 0.1836 (0.2050)  loss_bbox_aux_3: 0.1858 (0.2037)  loss_bbox_aux_4: 0.1828 (0.2039)  loss_bbox_aux_5: 0.2606 (0.2729)  loss_bbox_dn_0: 0.3605 (0.3868)  loss_bbox_dn_1: 0.2914 (0.3154)  loss_bbox_dn_2: 0.2740 (0.2968)  loss_bbox_dn_3: 0.2664 (0.2904)  loss_bbox_dn_4: 0.2650 (0.2884)  loss_bbox_dn_5: 0.2650 (0.2878)  loss_giou: 0.5048 (0.5804)  loss_giou_aux_0: 0.5486 (0.6127)  loss_giou_aux_1: 0.5215 (0.5896)  loss_giou_aux_2: 0.5026 (0.5836)  loss_giou_aux_3: 0.5015 (0.5807)  loss_giou_aux_4: 0.5042 (0.5804)  loss_giou_aux_5: 0.6092 (0.7010)  loss_giou_dn_0: 0.7092 (0.7479)  loss_giou_dn_1: 0.5976 (0.6410)  loss_giou_dn_2: 0.5711 (0.6158)  loss_giou_dn_3: 0.5606 (0.6079)  loss_giou_dn_4: 0.5567 (0.6058)  loss_giou_dn_5: 0.5573 (0.6057)  loss_vfl: 0.7398 (0.7889)  loss_vfl_aux_0: 0.9178 (0.9324)  loss_vfl_aux_1: 0.8711 (0.8923)  loss_vfl_aux_2: 0.7923 (0.8335)  loss_vfl_aux_3: 0.7591 (0.8034)  loss_vfl_aux_4: 0.7395 (0.7916)  loss_vfl_aux_5: 0.8979 (0.9147)  loss_vfl_dn_0: 0.4945 (0.4927)  loss_vfl_dn_1: 0.4534 (0.4562)  loss_vfl_dn_2: 0.4376 (0.4397)  loss_vfl_dn_3: 0.4286 (0.4323)  loss_vfl_dn_4: 0.4289 (0.4303)  loss_vfl_dn_5: 0.4306 (0.4307)  time: 0.4698  data: 0.0145  max mem: 5652
Epoch: [4]  [3800/7393]  eta: 0:28:13  lr: 0.000010  loss: 19.6783 (20.0670)  loss_bbox: 0.2022 (0.2041)  loss_bbox_aux_0: 0.1951 (0.2215)  loss_bbox_aux_1: 0.1870 (0.2082)  loss_bbox_aux_2: 0.1969 (0.2049)  loss_bbox_aux_3: 0.2035 (0.2037)  loss_bbox_aux_4: 0.2029 (0.2039)  loss_bbox_aux_5: 0.2468 (0.2728)  loss_bbox_dn_0: 0.3423 (0.3870)  loss_bbox_dn_1: 0.2880 (0.3154)  loss_bbox_dn_2: 0.2638 (0.2969)  loss_bbox_dn_3: 0.2601 (0.2904)  loss_bbox_dn_4: 0.2592 (0.2884)  loss_bbox_dn_5: 0.2601 (0.2878)  loss_giou: 0.5861 (0.5796)  loss_giou_aux_0: 0.6183 (0.6119)  loss_giou_aux_1: 0.5912 (0.5888)  loss_giou_aux_2: 0.6151 (0.5829)  loss_giou_aux_3: 0.5948 (0.5800)  loss_giou_aux_4: 0.5891 (0.5797)  loss_giou_aux_5: 0.6870 (0.7002)  loss_giou_dn_0: 0.7557 (0.7475)  loss_giou_dn_1: 0.6508 (0.6406)  loss_giou_dn_2: 0.6272 (0.6153)  loss_giou_dn_3: 0.6207 (0.6075)  loss_giou_dn_4: 0.6181 (0.6053)  loss_giou_dn_5: 0.6181 (0.6052)  loss_vfl: 0.7234 (0.7887)  loss_vfl_aux_0: 0.8711 (0.9326)  loss_vfl_aux_1: 0.8355 (0.8923)  loss_vfl_aux_2: 0.7530 (0.8333)  loss_vfl_aux_3: 0.7393 (0.8032)  loss_vfl_aux_4: 0.7314 (0.7913)  loss_vfl_aux_5: 0.8746 (0.9148)  loss_vfl_dn_0: 0.4899 (0.4926)  loss_vfl_dn_1: 0.4531 (0.4561)  loss_vfl_dn_2: 0.4342 (0.4395)  loss_vfl_dn_3: 0.4250 (0.4322)  loss_vfl_dn_4: 0.4247 (0.4301)  loss_vfl_dn_5: 0.4246 (0.4305)  time: 0.4658  data: 0.0139  max mem: 5652
Epoch: [4]  [3900/7393]  eta: 0:27:26  lr: 0.000010  loss: 19.7390 (20.0556)  loss_bbox: 0.1861 (0.2040)  loss_bbox_aux_0: 0.2095 (0.2214)  loss_bbox_aux_1: 0.1955 (0.2081)  loss_bbox_aux_2: 0.1855 (0.2048)  loss_bbox_aux_3: 0.1851 (0.2036)  loss_bbox_aux_4: 0.1902 (0.2038)  loss_bbox_aux_5: 0.2612 (0.2727)  loss_bbox_dn_0: 0.3665 (0.3868)  loss_bbox_dn_1: 0.2910 (0.3151)  loss_bbox_dn_2: 0.2688 (0.2966)  loss_bbox_dn_3: 0.2602 (0.2901)  loss_bbox_dn_4: 0.2580 (0.2881)  loss_bbox_dn_5: 0.2577 (0.2875)  loss_giou: 0.5761 (0.5790)  loss_giou_aux_0: 0.6166 (0.6113)  loss_giou_aux_1: 0.5863 (0.5882)  loss_giou_aux_2: 0.5850 (0.5822)  loss_giou_aux_3: 0.5755 (0.5793)  loss_giou_aux_4: 0.5805 (0.5791)  loss_giou_aux_5: 0.7131 (0.6996)  loss_giou_dn_0: 0.7264 (0.7472)  loss_giou_dn_1: 0.6285 (0.6401)  loss_giou_dn_2: 0.6060 (0.6148)  loss_giou_dn_3: 0.6021 (0.6069)  loss_giou_dn_4: 0.6002 (0.6048)  loss_giou_dn_5: 0.6003 (0.6047)  loss_vfl: 0.7484 (0.7884)  loss_vfl_aux_0: 0.9287 (0.9328)  loss_vfl_aux_1: 0.8783 (0.8923)  loss_vfl_aux_2: 0.8123 (0.8332)  loss_vfl_aux_3: 0.7823 (0.8030)  loss_vfl_aux_4: 0.7578 (0.7911)  loss_vfl_aux_5: 0.8693 (0.9147)  loss_vfl_dn_0: 0.4839 (0.4926)  loss_vfl_dn_1: 0.4516 (0.4560)  loss_vfl_dn_2: 0.4349 (0.4394)  loss_vfl_dn_3: 0.4272 (0.4320)  loss_vfl_dn_4: 0.4218 (0.4300)  loss_vfl_dn_5: 0.4190 (0.4304)  time: 0.4722  data: 0.0138  max mem: 5652
Epoch: [4]  [4000/7393]  eta: 0:26:39  lr: 0.000010  loss: 19.5444 (20.0489)  loss_bbox: 0.2054 (0.2038)  loss_bbox_aux_0: 0.2001 (0.2211)  loss_bbox_aux_1: 0.1896 (0.2078)  loss_bbox_aux_2: 0.1951 (0.2046)  loss_bbox_aux_3: 0.2001 (0.2034)  loss_bbox_aux_4: 0.2035 (0.2036)  loss_bbox_aux_5: 0.2625 (0.2723)  loss_bbox_dn_0: 0.3634 (0.3865)  loss_bbox_dn_1: 0.2896 (0.3148)  loss_bbox_dn_2: 0.2702 (0.2962)  loss_bbox_dn_3: 0.2672 (0.2897)  loss_bbox_dn_4: 0.2655 (0.2877)  loss_bbox_dn_5: 0.2658 (0.2871)  loss_giou: 0.5456 (0.5789)  loss_giou_aux_0: 0.5892 (0.6113)  loss_giou_aux_1: 0.5510 (0.5881)  loss_giou_aux_2: 0.5504 (0.5822)  loss_giou_aux_3: 0.5566 (0.5793)  loss_giou_aux_4: 0.5457 (0.5790)  loss_giou_aux_5: 0.6856 (0.6995)  loss_giou_dn_0: 0.7523 (0.7470)  loss_giou_dn_1: 0.6476 (0.6399)  loss_giou_dn_2: 0.6287 (0.6147)  loss_giou_dn_3: 0.6175 (0.6068)  loss_giou_dn_4: 0.6140 (0.6046)  loss_giou_dn_5: 0.6139 (0.6046)  loss_vfl: 0.7666 (0.7882)  loss_vfl_aux_0: 0.9194 (0.9326)  loss_vfl_aux_1: 0.8706 (0.8922)  loss_vfl_aux_2: 0.8306 (0.8331)  loss_vfl_aux_3: 0.7816 (0.8028)  loss_vfl_aux_4: 0.7692 (0.7909)  loss_vfl_aux_5: 0.9148 (0.9147)  loss_vfl_dn_0: 0.4883 (0.4926)  loss_vfl_dn_1: 0.4492 (0.4560)  loss_vfl_dn_2: 0.4346 (0.4394)  loss_vfl_dn_3: 0.4274 (0.4320)  loss_vfl_dn_4: 0.4265 (0.4299)  loss_vfl_dn_5: 0.4287 (0.4303)  time: 0.4702  data: 0.0137  max mem: 5652
Epoch: [4]  [4100/7393]  eta: 0:25:52  lr: 0.000010  loss: 19.6563 (20.0509)  loss_bbox: 0.1885 (0.2039)  loss_bbox_aux_0: 0.2021 (0.2212)  loss_bbox_aux_1: 0.1929 (0.2080)  loss_bbox_aux_2: 0.1894 (0.2047)  loss_bbox_aux_3: 0.1860 (0.2035)  loss_bbox_aux_4: 0.1847 (0.2037)  loss_bbox_aux_5: 0.2500 (0.2724)  loss_bbox_dn_0: 0.3578 (0.3871)  loss_bbox_dn_1: 0.2970 (0.3153)  loss_bbox_dn_2: 0.2739 (0.2967)  loss_bbox_dn_3: 0.2650 (0.2902)  loss_bbox_dn_4: 0.2607 (0.2882)  loss_bbox_dn_5: 0.2606 (0.2876)  loss_giou: 0.5400 (0.5784)  loss_giou_aux_0: 0.5497 (0.6108)  loss_giou_aux_1: 0.5411 (0.5876)  loss_giou_aux_2: 0.5444 (0.5816)  loss_giou_aux_3: 0.5314 (0.5787)  loss_giou_aux_4: 0.5295 (0.5785)  loss_giou_aux_5: 0.6469 (0.6989)  loss_giou_dn_0: 0.7369 (0.7466)  loss_giou_dn_1: 0.6270 (0.6395)  loss_giou_dn_2: 0.6067 (0.6143)  loss_giou_dn_3: 0.5982 (0.6064)  loss_giou_dn_4: 0.5963 (0.6042)  loss_giou_dn_5: 0.5955 (0.6041)  loss_vfl: 0.7865 (0.7887)  loss_vfl_aux_0: 0.9323 (0.9332)  loss_vfl_aux_1: 0.8802 (0.8928)  loss_vfl_aux_2: 0.8156 (0.8337)  loss_vfl_aux_3: 0.7962 (0.8033)  loss_vfl_aux_4: 0.7934 (0.7913)  loss_vfl_aux_5: 0.9331 (0.9155)  loss_vfl_dn_0: 0.4888 (0.4927)  loss_vfl_dn_1: 0.4545 (0.4560)  loss_vfl_dn_2: 0.4326 (0.4394)  loss_vfl_dn_3: 0.4281 (0.4320)  loss_vfl_dn_4: 0.4272 (0.4300)  loss_vfl_dn_5: 0.4255 (0.4304)  time: 0.4743  data: 0.0139  max mem: 5652
Epoch: [4]  [4200/7393]  eta: 0:25:05  lr: 0.000010  loss: 20.1129 (20.0506)  loss_bbox: 0.2032 (0.2039)  loss_bbox_aux_0: 0.2203 (0.2213)  loss_bbox_aux_1: 0.2058 (0.2080)  loss_bbox_aux_2: 0.2030 (0.2047)  loss_bbox_aux_3: 0.2055 (0.2035)  loss_bbox_aux_4: 0.2048 (0.2037)  loss_bbox_aux_5: 0.2713 (0.2725)  loss_bbox_dn_0: 0.4046 (0.3872)  loss_bbox_dn_1: 0.3195 (0.3154)  loss_bbox_dn_2: 0.2993 (0.2968)  loss_bbox_dn_3: 0.2992 (0.2903)  loss_bbox_dn_4: 0.3003 (0.2883)  loss_bbox_dn_5: 0.3004 (0.2877)  loss_giou: 0.5673 (0.5785)  loss_giou_aux_0: 0.6039 (0.6110)  loss_giou_aux_1: 0.5794 (0.5877)  loss_giou_aux_2: 0.5727 (0.5817)  loss_giou_aux_3: 0.5760 (0.5788)  loss_giou_aux_4: 0.5762 (0.5786)  loss_giou_aux_5: 0.7050 (0.6991)  loss_giou_dn_0: 0.7423 (0.7466)  loss_giou_dn_1: 0.6363 (0.6395)  loss_giou_dn_2: 0.6181 (0.6142)  loss_giou_dn_3: 0.6103 (0.6063)  loss_giou_dn_4: 0.6080 (0.6041)  loss_giou_dn_5: 0.6073 (0.6041)  loss_vfl: 0.7936 (0.7886)  loss_vfl_aux_0: 0.9529 (0.9331)  loss_vfl_aux_1: 0.8770 (0.8925)  loss_vfl_aux_2: 0.8198 (0.8335)  loss_vfl_aux_3: 0.8161 (0.8031)  loss_vfl_aux_4: 0.7880 (0.7912)  loss_vfl_aux_5: 0.9175 (0.9155)  loss_vfl_dn_0: 0.4858 (0.4926)  loss_vfl_dn_1: 0.4489 (0.4559)  loss_vfl_dn_2: 0.4341 (0.4392)  loss_vfl_dn_3: 0.4236 (0.4318)  loss_vfl_dn_4: 0.4211 (0.4298)  loss_vfl_dn_5: 0.4210 (0.4302)  time: 0.4660  data: 0.0138  max mem: 5652
Epoch: [4]  [4300/7393]  eta: 0:24:17  lr: 0.000010  loss: 19.9226 (20.0494)  loss_bbox: 0.1783 (0.2039)  loss_bbox_aux_0: 0.2078 (0.2213)  loss_bbox_aux_1: 0.1888 (0.2080)  loss_bbox_aux_2: 0.1889 (0.2046)  loss_bbox_aux_3: 0.1823 (0.2035)  loss_bbox_aux_4: 0.1788 (0.2037)  loss_bbox_aux_5: 0.2285 (0.2724)  loss_bbox_dn_0: 0.3032 (0.3871)  loss_bbox_dn_1: 0.2325 (0.3153)  loss_bbox_dn_2: 0.2289 (0.2967)  loss_bbox_dn_3: 0.2260 (0.2902)  loss_bbox_dn_4: 0.2221 (0.2882)  loss_bbox_dn_5: 0.2213 (0.2876)  loss_giou: 0.5717 (0.5784)  loss_giou_aux_0: 0.6288 (0.6109)  loss_giou_aux_1: 0.5825 (0.5877)  loss_giou_aux_2: 0.5802 (0.5816)  loss_giou_aux_3: 0.5757 (0.5787)  loss_giou_aux_4: 0.5762 (0.5784)  loss_giou_aux_5: 0.7192 (0.6989)  loss_giou_dn_0: 0.7365 (0.7464)  loss_giou_dn_1: 0.6283 (0.6394)  loss_giou_dn_2: 0.6027 (0.6141)  loss_giou_dn_3: 0.5895 (0.6062)  loss_giou_dn_4: 0.5867 (0.6040)  loss_giou_dn_5: 0.5863 (0.6039)  loss_vfl: 0.7456 (0.7888)  loss_vfl_aux_0: 0.8819 (0.9331)  loss_vfl_aux_1: 0.8368 (0.8925)  loss_vfl_aux_2: 0.7890 (0.8337)  loss_vfl_aux_3: 0.7584 (0.8034)  loss_vfl_aux_4: 0.7501 (0.7915)  loss_vfl_aux_5: 0.8917 (0.9155)  loss_vfl_dn_0: 0.4888 (0.4926)  loss_vfl_dn_1: 0.4459 (0.4558)  loss_vfl_dn_2: 0.4342 (0.4392)  loss_vfl_dn_3: 0.4304 (0.4318)  loss_vfl_dn_4: 0.4317 (0.4299)  loss_vfl_dn_5: 0.4327 (0.4303)  time: 0.4782  data: 0.0141  max mem: 5652
Epoch: [4]  [4400/7393]  eta: 0:23:30  lr: 0.000010  loss: 20.1683 (20.0513)  loss_bbox: 0.1879 (0.2040)  loss_bbox_aux_0: 0.2084 (0.2213)  loss_bbox_aux_1: 0.2027 (0.2081)  loss_bbox_aux_2: 0.1889 (0.2047)  loss_bbox_aux_3: 0.1913 (0.2036)  loss_bbox_aux_4: 0.1921 (0.2038)  loss_bbox_aux_5: 0.2500 (0.2724)  loss_bbox_dn_0: 0.3467 (0.3869)  loss_bbox_dn_1: 0.2883 (0.3153)  loss_bbox_dn_2: 0.2721 (0.2967)  loss_bbox_dn_3: 0.2683 (0.2902)  loss_bbox_dn_4: 0.2681 (0.2882)  loss_bbox_dn_5: 0.2679 (0.2876)  loss_giou: 0.5530 (0.5787)  loss_giou_aux_0: 0.5796 (0.6110)  loss_giou_aux_1: 0.5615 (0.5878)  loss_giou_aux_2: 0.5551 (0.5818)  loss_giou_aux_3: 0.5517 (0.5789)  loss_giou_aux_4: 0.5515 (0.5787)  loss_giou_aux_5: 0.6713 (0.6989)  loss_giou_dn_0: 0.7237 (0.7464)  loss_giou_dn_1: 0.6168 (0.6394)  loss_giou_dn_2: 0.5975 (0.6142)  loss_giou_dn_3: 0.5869 (0.6062)  loss_giou_dn_4: 0.5833 (0.6041)  loss_giou_dn_5: 0.5827 (0.6040)  loss_vfl: 0.7870 (0.7888)  loss_vfl_aux_0: 0.9220 (0.9335)  loss_vfl_aux_1: 0.8930 (0.8926)  loss_vfl_aux_2: 0.8281 (0.8337)  loss_vfl_aux_3: 0.7803 (0.8034)  loss_vfl_aux_4: 0.7780 (0.7914)  loss_vfl_aux_5: 0.8961 (0.9155)  loss_vfl_dn_0: 0.4900 (0.4926)  loss_vfl_dn_1: 0.4602 (0.4559)  loss_vfl_dn_2: 0.4455 (0.4393)  loss_vfl_dn_3: 0.4355 (0.4319)  loss_vfl_dn_4: 0.4342 (0.4299)  loss_vfl_dn_5: 0.4337 (0.4303)  time: 0.4814  data: 0.0140  max mem: 5652
Epoch: [4]  [4500/7393]  eta: 0:22:42  lr: 0.000010  loss: 20.0214 (20.0496)  loss_bbox: 0.2124 (0.2041)  loss_bbox_aux_0: 0.2286 (0.2215)  loss_bbox_aux_1: 0.2217 (0.2082)  loss_bbox_aux_2: 0.2176 (0.2048)  loss_bbox_aux_3: 0.2139 (0.2037)  loss_bbox_aux_4: 0.2122 (0.2039)  loss_bbox_aux_5: 0.2896 (0.2725)  loss_bbox_dn_0: 0.4188 (0.3871)  loss_bbox_dn_1: 0.3579 (0.3154)  loss_bbox_dn_2: 0.3433 (0.2968)  loss_bbox_dn_3: 0.3412 (0.2903)  loss_bbox_dn_4: 0.3419 (0.2883)  loss_bbox_dn_5: 0.3413 (0.2877)  loss_giou: 0.5047 (0.5784)  loss_giou_aux_0: 0.5314 (0.6107)  loss_giou_aux_1: 0.5207 (0.5876)  loss_giou_aux_2: 0.5131 (0.5815)  loss_giou_aux_3: 0.5046 (0.5787)  loss_giou_aux_4: 0.5040 (0.5784)  loss_giou_aux_5: 0.6502 (0.6986)  loss_giou_dn_0: 0.7133 (0.7462)  loss_giou_dn_1: 0.5969 (0.6392)  loss_giou_dn_2: 0.5677 (0.6139)  loss_giou_dn_3: 0.5581 (0.6060)  loss_giou_dn_4: 0.5520 (0.6038)  loss_giou_dn_5: 0.5521 (0.6038)  loss_vfl: 0.8227 (0.7887)  loss_vfl_aux_0: 0.9800 (0.9336)  loss_vfl_aux_1: 0.9197 (0.8927)  loss_vfl_aux_2: 0.8766 (0.8336)  loss_vfl_aux_3: 0.8320 (0.8032)  loss_vfl_aux_4: 0.8314 (0.7913)  loss_vfl_aux_5: 0.9263 (0.9154)  loss_vfl_dn_0: 0.4969 (0.4927)  loss_vfl_dn_1: 0.4627 (0.4559)  loss_vfl_dn_2: 0.4502 (0.4393)  loss_vfl_dn_3: 0.4392 (0.4319)  loss_vfl_dn_4: 0.4372 (0.4299)  loss_vfl_dn_5: 0.4361 (0.4303)  time: 0.4685  data: 0.0137  max mem: 5652
Epoch: [4]  [4600/7393]  eta: 0:21:55  lr: 0.000010  loss: 20.3157 (20.0476)  loss_bbox: 0.2044 (0.2040)  loss_bbox_aux_0: 0.2059 (0.2214)  loss_bbox_aux_1: 0.2004 (0.2081)  loss_bbox_aux_2: 0.2021 (0.2047)  loss_bbox_aux_3: 0.2046 (0.2035)  loss_bbox_aux_4: 0.2044 (0.2038)  loss_bbox_aux_5: 0.2592 (0.2724)  loss_bbox_dn_0: 0.3628 (0.3870)  loss_bbox_dn_1: 0.2985 (0.3152)  loss_bbox_dn_2: 0.2760 (0.2967)  loss_bbox_dn_3: 0.2686 (0.2901)  loss_bbox_dn_4: 0.2673 (0.2881)  loss_bbox_dn_5: 0.2676 (0.2875)  loss_giou: 0.5791 (0.5784)  loss_giou_aux_0: 0.6117 (0.6107)  loss_giou_aux_1: 0.5832 (0.5876)  loss_giou_aux_2: 0.5910 (0.5815)  loss_giou_aux_3: 0.5793 (0.5787)  loss_giou_aux_4: 0.5851 (0.5784)  loss_giou_aux_5: 0.6934 (0.6986)  loss_giou_dn_0: 0.7627 (0.7461)  loss_giou_dn_1: 0.6539 (0.6391)  loss_giou_dn_2: 0.6236 (0.6139)  loss_giou_dn_3: 0.6182 (0.6059)  loss_giou_dn_4: 0.6189 (0.6038)  loss_giou_dn_5: 0.6193 (0.6037)  loss_vfl: 0.8103 (0.7887)  loss_vfl_aux_0: 0.9405 (0.9337)  loss_vfl_aux_1: 0.8815 (0.8929)  loss_vfl_aux_2: 0.8123 (0.8336)  loss_vfl_aux_3: 0.8242 (0.8033)  loss_vfl_aux_4: 0.8205 (0.7913)  loss_vfl_aux_5: 0.9220 (0.9153)  loss_vfl_dn_0: 0.4926 (0.4927)  loss_vfl_dn_1: 0.4550 (0.4559)  loss_vfl_dn_2: 0.4418 (0.4393)  loss_vfl_dn_3: 0.4329 (0.4319)  loss_vfl_dn_4: 0.4334 (0.4299)  loss_vfl_dn_5: 0.4325 (0.4303)  time: 0.4722  data: 0.0143  max mem: 5652
Epoch: [4]  [4700/7393]  eta: 0:21:07  lr: 0.000010  loss: 19.7470 (20.0395)  loss_bbox: 0.1943 (0.2040)  loss_bbox_aux_0: 0.2275 (0.2214)  loss_bbox_aux_1: 0.1998 (0.2080)  loss_bbox_aux_2: 0.1988 (0.2047)  loss_bbox_aux_3: 0.1998 (0.2035)  loss_bbox_aux_4: 0.1961 (0.2038)  loss_bbox_aux_5: 0.2842 (0.2724)  loss_bbox_dn_0: 0.4189 (0.3870)  loss_bbox_dn_1: 0.3336 (0.3152)  loss_bbox_dn_2: 0.3134 (0.2966)  loss_bbox_dn_3: 0.3015 (0.2901)  loss_bbox_dn_4: 0.2983 (0.2881)  loss_bbox_dn_5: 0.2980 (0.2875)  loss_giou: 0.4952 (0.5780)  loss_giou_aux_0: 0.5338 (0.6103)  loss_giou_aux_1: 0.5170 (0.5871)  loss_giou_aux_2: 0.5003 (0.5811)  loss_giou_aux_3: 0.4927 (0.5783)  loss_giou_aux_4: 0.4915 (0.5780)  loss_giou_aux_5: 0.6301 (0.6981)  loss_giou_dn_0: 0.6912 (0.7455)  loss_giou_dn_1: 0.5809 (0.6385)  loss_giou_dn_2: 0.5515 (0.6133)  loss_giou_dn_3: 0.5467 (0.6054)  loss_giou_dn_4: 0.5421 (0.6032)  loss_giou_dn_5: 0.5419 (0.6031)  loss_vfl: 0.7962 (0.7883)  loss_vfl_aux_0: 0.9673 (0.9338)  loss_vfl_aux_1: 0.9044 (0.8928)  loss_vfl_aux_2: 0.8549 (0.8333)  loss_vfl_aux_3: 0.8233 (0.8030)  loss_vfl_aux_4: 0.7972 (0.7910)  loss_vfl_aux_5: 0.9545 (0.9153)  loss_vfl_dn_0: 0.4997 (0.4928)  loss_vfl_dn_1: 0.4621 (0.4558)  loss_vfl_dn_2: 0.4472 (0.4392)  loss_vfl_dn_3: 0.4410 (0.4318)  loss_vfl_dn_4: 0.4354 (0.4298)  loss_vfl_dn_5: 0.4336 (0.4302)  time: 0.4708  data: 0.0140  max mem: 5652
Epoch: [4]  [4800/7393]  eta: 0:20:20  lr: 0.000010  loss: 19.7612 (20.0356)  loss_bbox: 0.1863 (0.2040)  loss_bbox_aux_0: 0.2118 (0.2214)  loss_bbox_aux_1: 0.1907 (0.2081)  loss_bbox_aux_2: 0.1902 (0.2048)  loss_bbox_aux_3: 0.1873 (0.2036)  loss_bbox_aux_4: 0.1806 (0.2039)  loss_bbox_aux_5: 0.2638 (0.2725)  loss_bbox_dn_0: 0.4020 (0.3870)  loss_bbox_dn_1: 0.3160 (0.3152)  loss_bbox_dn_2: 0.2977 (0.2966)  loss_bbox_dn_3: 0.2935 (0.2901)  loss_bbox_dn_4: 0.2901 (0.2880)  loss_bbox_dn_5: 0.2899 (0.2875)  loss_giou: 0.5446 (0.5778)  loss_giou_aux_0: 0.5966 (0.6100)  loss_giou_aux_1: 0.5545 (0.5869)  loss_giou_aux_2: 0.5449 (0.5809)  loss_giou_aux_3: 0.5415 (0.5781)  loss_giou_aux_4: 0.5420 (0.5778)  loss_giou_aux_5: 0.6766 (0.6979)  loss_giou_dn_0: 0.7340 (0.7453)  loss_giou_dn_1: 0.6251 (0.6382)  loss_giou_dn_2: 0.6057 (0.6130)  loss_giou_dn_3: 0.5969 (0.6051)  loss_giou_dn_4: 0.5939 (0.6029)  loss_giou_dn_5: 0.5939 (0.6029)  loss_vfl: 0.7954 (0.7881)  loss_vfl_aux_0: 0.9484 (0.9339)  loss_vfl_aux_1: 0.8988 (0.8927)  loss_vfl_aux_2: 0.8627 (0.8332)  loss_vfl_aux_3: 0.8141 (0.8028)  loss_vfl_aux_4: 0.8045 (0.7908)  loss_vfl_aux_5: 0.9205 (0.9154)  loss_vfl_dn_0: 0.4948 (0.4928)  loss_vfl_dn_1: 0.4534 (0.4558)  loss_vfl_dn_2: 0.4351 (0.4391)  loss_vfl_dn_3: 0.4249 (0.4317)  loss_vfl_dn_4: 0.4228 (0.4297)  loss_vfl_dn_5: 0.4217 (0.4301)  time: 0.4755  data: 0.0146  max mem: 5652
Epoch: [4]  [4900/7393]  eta: 0:19:35  lr: 0.000010  loss: 19.9919 (20.0360)  loss_bbox: 0.2028 (0.2041)  loss_bbox_aux_0: 0.2179 (0.2215)  loss_bbox_aux_1: 0.2057 (0.2081)  loss_bbox_aux_2: 0.2016 (0.2049)  loss_bbox_aux_3: 0.2014 (0.2037)  loss_bbox_aux_4: 0.2022 (0.2040)  loss_bbox_aux_5: 0.2934 (0.2726)  loss_bbox_dn_0: 0.3962 (0.3872)  loss_bbox_dn_1: 0.3151 (0.3154)  loss_bbox_dn_2: 0.2914 (0.2968)  loss_bbox_dn_3: 0.2879 (0.2903)  loss_bbox_dn_4: 0.2857 (0.2882)  loss_bbox_dn_5: 0.2855 (0.2876)  loss_giou: 0.5308 (0.5775)  loss_giou_aux_0: 0.5549 (0.6097)  loss_giou_aux_1: 0.5263 (0.5867)  loss_giou_aux_2: 0.5295 (0.5807)  loss_giou_aux_3: 0.5309 (0.5779)  loss_giou_aux_4: 0.5293 (0.5776)  loss_giou_aux_5: 0.6547 (0.6976)  loss_giou_dn_0: 0.7288 (0.7452)  loss_giou_dn_1: 0.6238 (0.6382)  loss_giou_dn_2: 0.6027 (0.6129)  loss_giou_dn_3: 0.5965 (0.6050)  loss_giou_dn_4: 0.5945 (0.6028)  loss_giou_dn_5: 0.5940 (0.6028)  loss_vfl: 0.7980 (0.7883)  loss_vfl_aux_0: 0.9718 (0.9341)  loss_vfl_aux_1: 0.9142 (0.8929)  loss_vfl_aux_2: 0.8422 (0.8335)  loss_vfl_aux_3: 0.7995 (0.8029)  loss_vfl_aux_4: 0.8031 (0.7910)  loss_vfl_aux_5: 0.9293 (0.9154)  loss_vfl_dn_0: 0.4996 (0.4928)  loss_vfl_dn_1: 0.4459 (0.4557)  loss_vfl_dn_2: 0.4339 (0.4390)  loss_vfl_dn_3: 0.4270 (0.4316)  loss_vfl_dn_4: 0.4265 (0.4296)  loss_vfl_dn_5: 0.4265 (0.4300)  time: 0.4641  data: 0.0138  max mem: 5652
Epoch: [4]  [5000/7393]  eta: 0:18:48  lr: 0.000010  loss: 19.6637 (20.0348)  loss_bbox: 0.2089 (0.2041)  loss_bbox_aux_0: 0.2294 (0.2215)  loss_bbox_aux_1: 0.2130 (0.2082)  loss_bbox_aux_2: 0.2105 (0.2049)  loss_bbox_aux_3: 0.2075 (0.2037)  loss_bbox_aux_4: 0.2089 (0.2040)  loss_bbox_aux_5: 0.2773 (0.2726)  loss_bbox_dn_0: 0.3702 (0.3870)  loss_bbox_dn_1: 0.3012 (0.3152)  loss_bbox_dn_2: 0.2761 (0.2967)  loss_bbox_dn_3: 0.2682 (0.2901)  loss_bbox_dn_4: 0.2681 (0.2881)  loss_bbox_dn_5: 0.2686 (0.2875)  loss_giou: 0.5815 (0.5777)  loss_giou_aux_0: 0.6099 (0.6099)  loss_giou_aux_1: 0.5766 (0.5870)  loss_giou_aux_2: 0.5763 (0.5809)  loss_giou_aux_3: 0.5886 (0.5781)  loss_giou_aux_4: 0.5828 (0.5778)  loss_giou_aux_5: 0.7021 (0.6978)  loss_giou_dn_0: 0.7562 (0.7452)  loss_giou_dn_1: 0.6454 (0.6382)  loss_giou_dn_2: 0.6138 (0.6130)  loss_giou_dn_3: 0.6098 (0.6051)  loss_giou_dn_4: 0.6086 (0.6029)  loss_giou_dn_5: 0.6084 (0.6028)  loss_vfl: 0.7592 (0.7882)  loss_vfl_aux_0: 0.8972 (0.9339)  loss_vfl_aux_1: 0.8531 (0.8926)  loss_vfl_aux_2: 0.7967 (0.8332)  loss_vfl_aux_3: 0.7804 (0.8027)  loss_vfl_aux_4: 0.7663 (0.7908)  loss_vfl_aux_5: 0.9103 (0.9151)  loss_vfl_dn_0: 0.4941 (0.4927)  loss_vfl_dn_1: 0.4512 (0.4556)  loss_vfl_dn_2: 0.4327 (0.4390)  loss_vfl_dn_3: 0.4296 (0.4315)  loss_vfl_dn_4: 0.4237 (0.4295)  loss_vfl_dn_5: 0.4235 (0.4299)  time: 0.4631  data: 0.0146  max mem: 5652
Epoch: [4]  [5100/7393]  eta: 0:18:00  lr: 0.000010  loss: 20.1689 (20.0370)  loss_bbox: 0.2153 (0.2042)  loss_bbox_aux_0: 0.2235 (0.2215)  loss_bbox_aux_1: 0.2050 (0.2082)  loss_bbox_aux_2: 0.2097 (0.2050)  loss_bbox_aux_3: 0.2169 (0.2038)  loss_bbox_aux_4: 0.2161 (0.2040)  loss_bbox_aux_5: 0.2847 (0.2727)  loss_bbox_dn_0: 0.3511 (0.3871)  loss_bbox_dn_1: 0.2837 (0.3153)  loss_bbox_dn_2: 0.2655 (0.2967)  loss_bbox_dn_3: 0.2600 (0.2902)  loss_bbox_dn_4: 0.2575 (0.2881)  loss_bbox_dn_5: 0.2562 (0.2876)  loss_giou: 0.5626 (0.5778)  loss_giou_aux_0: 0.5968 (0.6101)  loss_giou_aux_1: 0.5624 (0.5871)  loss_giou_aux_2: 0.5550 (0.5811)  loss_giou_aux_3: 0.5646 (0.5782)  loss_giou_aux_4: 0.5620 (0.5779)  loss_giou_aux_5: 0.6655 (0.6980)  loss_giou_dn_0: 0.7110 (0.7452)  loss_giou_dn_1: 0.6127 (0.6382)  loss_giou_dn_2: 0.5910 (0.6130)  loss_giou_dn_3: 0.5860 (0.6051)  loss_giou_dn_4: 0.5826 (0.6029)  loss_giou_dn_5: 0.5823 (0.6029)  loss_vfl: 0.7798 (0.7883)  loss_vfl_aux_0: 0.9211 (0.9340)  loss_vfl_aux_1: 0.8795 (0.8927)  loss_vfl_aux_2: 0.8310 (0.8332)  loss_vfl_aux_3: 0.8017 (0.8028)  loss_vfl_aux_4: 0.7690 (0.7909)  loss_vfl_aux_5: 0.8719 (0.9151)  loss_vfl_dn_0: 0.4952 (0.4928)  loss_vfl_dn_1: 0.4535 (0.4556)  loss_vfl_dn_2: 0.4338 (0.4389)  loss_vfl_dn_3: 0.4265 (0.4315)  loss_vfl_dn_4: 0.4259 (0.4295)  loss_vfl_dn_5: 0.4262 (0.4299)  time: 0.4594  data: 0.0138  max mem: 5652
Epoch: [4]  [5200/7393]  eta: 0:17:13  lr: 0.000010  loss: 20.0080 (20.0339)  loss_bbox: 0.2043 (0.2042)  loss_bbox_aux_0: 0.2156 (0.2216)  loss_bbox_aux_1: 0.1984 (0.2083)  loss_bbox_aux_2: 0.2067 (0.2050)  loss_bbox_aux_3: 0.2036 (0.2038)  loss_bbox_aux_4: 0.2041 (0.2041)  loss_bbox_aux_5: 0.2624 (0.2727)  loss_bbox_dn_0: 0.3834 (0.3874)  loss_bbox_dn_1: 0.3210 (0.3155)  loss_bbox_dn_2: 0.2962 (0.2969)  loss_bbox_dn_3: 0.2896 (0.2903)  loss_bbox_dn_4: 0.2877 (0.2883)  loss_bbox_dn_5: 0.2878 (0.2877)  loss_giou: 0.5534 (0.5773)  loss_giou_aux_0: 0.5808 (0.6096)  loss_giou_aux_1: 0.5575 (0.5866)  loss_giou_aux_2: 0.5540 (0.5806)  loss_giou_aux_3: 0.5540 (0.5777)  loss_giou_aux_4: 0.5672 (0.5774)  loss_giou_aux_5: 0.6660 (0.6975)  loss_giou_dn_0: 0.7354 (0.7448)  loss_giou_dn_1: 0.6210 (0.6378)  loss_giou_dn_2: 0.6026 (0.6126)  loss_giou_dn_3: 0.5985 (0.6047)  loss_giou_dn_4: 0.5999 (0.6025)  loss_giou_dn_5: 0.5995 (0.6025)  loss_vfl: 0.8121 (0.7885)  loss_vfl_aux_0: 0.8849 (0.9342)  loss_vfl_aux_1: 0.8624 (0.8929)  loss_vfl_aux_2: 0.8279 (0.8333)  loss_vfl_aux_3: 0.8242 (0.8030)  loss_vfl_aux_4: 0.8097 (0.7912)  loss_vfl_aux_5: 0.8622 (0.9152)  loss_vfl_dn_0: 0.4970 (0.4928)  loss_vfl_dn_1: 0.4525 (0.4556)  loss_vfl_dn_2: 0.4340 (0.4389)  loss_vfl_dn_3: 0.4286 (0.4314)  loss_vfl_dn_4: 0.4260 (0.4294)  loss_vfl_dn_5: 0.4279 (0.4298)  time: 0.4567  data: 0.0140  max mem: 5652
Epoch: [4]  [5300/7393]  eta: 0:16:29  lr: 0.000010  loss: 19.7334 (20.0305)  loss_bbox: 0.1923 (0.2040)  loss_bbox_aux_0: 0.2137 (0.2214)  loss_bbox_aux_1: 0.1925 (0.2081)  loss_bbox_aux_2: 0.1904 (0.2048)  loss_bbox_aux_3: 0.1851 (0.2036)  loss_bbox_aux_4: 0.1936 (0.2038)  loss_bbox_aux_5: 0.2559 (0.2725)  loss_bbox_dn_0: 0.3533 (0.3871)  loss_bbox_dn_1: 0.2853 (0.3152)  loss_bbox_dn_2: 0.2691 (0.2966)  loss_bbox_dn_3: 0.2635 (0.2901)  loss_bbox_dn_4: 0.2610 (0.2880)  loss_bbox_dn_5: 0.2612 (0.2874)  loss_giou: 0.5602 (0.5773)  loss_giou_aux_0: 0.6016 (0.6096)  loss_giou_aux_1: 0.5614 (0.5866)  loss_giou_aux_2: 0.5567 (0.5806)  loss_giou_aux_3: 0.5593 (0.5777)  loss_giou_aux_4: 0.5617 (0.5774)  loss_giou_aux_5: 0.6996 (0.6975)  loss_giou_dn_0: 0.7340 (0.7448)  loss_giou_dn_1: 0.6302 (0.6379)  loss_giou_dn_2: 0.6004 (0.6127)  loss_giou_dn_3: 0.5970 (0.6047)  loss_giou_dn_4: 0.5942 (0.6026)  loss_giou_dn_5: 0.5938 (0.6025)  loss_vfl: 0.7865 (0.7885)  loss_vfl_aux_0: 0.9399 (0.9343)  loss_vfl_aux_1: 0.9014 (0.8930)  loss_vfl_aux_2: 0.8384 (0.8334)  loss_vfl_aux_3: 0.8102 (0.8030)  loss_vfl_aux_4: 0.7971 (0.7912)  loss_vfl_aux_5: 0.8822 (0.9150)  loss_vfl_dn_0: 0.4945 (0.4928)  loss_vfl_dn_1: 0.4587 (0.4555)  loss_vfl_dn_2: 0.4381 (0.4388)  loss_vfl_dn_3: 0.4344 (0.4314)  loss_vfl_dn_4: 0.4302 (0.4294)  loss_vfl_dn_5: 0.4319 (0.4298)  time: 0.7074  data: 0.0151  max mem: 5652
Epoch: [4]  [5400/7393]  eta: 0:15:43  lr: 0.000010  loss: 19.7436 (20.0265)  loss_bbox: 0.2069 (0.2040)  loss_bbox_aux_0: 0.2263 (0.2214)  loss_bbox_aux_1: 0.2075 (0.2081)  loss_bbox_aux_2: 0.2074 (0.2048)  loss_bbox_aux_3: 0.2066 (0.2036)  loss_bbox_aux_4: 0.2070 (0.2038)  loss_bbox_aux_5: 0.2532 (0.2725)  loss_bbox_dn_0: 0.3661 (0.3871)  loss_bbox_dn_1: 0.2978 (0.3153)  loss_bbox_dn_2: 0.2771 (0.2967)  loss_bbox_dn_3: 0.2717 (0.2901)  loss_bbox_dn_4: 0.2691 (0.2880)  loss_bbox_dn_5: 0.2696 (0.2875)  loss_giou: 0.5322 (0.5767)  loss_giou_aux_0: 0.5793 (0.6090)  loss_giou_aux_1: 0.5341 (0.5860)  loss_giou_aux_2: 0.5438 (0.5799)  loss_giou_aux_3: 0.5411 (0.5771)  loss_giou_aux_4: 0.5366 (0.5768)  loss_giou_aux_5: 0.6838 (0.6969)  loss_giou_dn_0: 0.7072 (0.7443)  loss_giou_dn_1: 0.6045 (0.6374)  loss_giou_dn_2: 0.5871 (0.6122)  loss_giou_dn_3: 0.5831 (0.6043)  loss_giou_dn_4: 0.5826 (0.6021)  loss_giou_dn_5: 0.5819 (0.6020)  loss_vfl: 0.7733 (0.7890)  loss_vfl_aux_0: 0.9184 (0.9346)  loss_vfl_aux_1: 0.8776 (0.8932)  loss_vfl_aux_2: 0.7981 (0.8338)  loss_vfl_aux_3: 0.7808 (0.8034)  loss_vfl_aux_4: 0.7740 (0.7917)  loss_vfl_aux_5: 0.8881 (0.9153)  loss_vfl_dn_0: 0.4902 (0.4929)  loss_vfl_dn_1: 0.4477 (0.4555)  loss_vfl_dn_2: 0.4330 (0.4388)  loss_vfl_dn_3: 0.4279 (0.4314)  loss_vfl_dn_4: 0.4206 (0.4294)  loss_vfl_dn_5: 0.4226 (0.4298)  time: 0.6718  data: 0.0138  max mem: 5653
Epoch: [4]  [5500/7393]  eta: 0:14:56  lr: 0.000010  loss: 19.7709 (20.0213)  loss_bbox: 0.2014 (0.2040)  loss_bbox_aux_0: 0.2040 (0.2214)  loss_bbox_aux_1: 0.1999 (0.2081)  loss_bbox_aux_2: 0.1984 (0.2048)  loss_bbox_aux_3: 0.2034 (0.2036)  loss_bbox_aux_4: 0.2014 (0.2038)  loss_bbox_aux_5: 0.2660 (0.2725)  loss_bbox_dn_0: 0.3653 (0.3872)  loss_bbox_dn_1: 0.2987 (0.3153)  loss_bbox_dn_2: 0.2783 (0.2966)  loss_bbox_dn_3: 0.2722 (0.2900)  loss_bbox_dn_4: 0.2695 (0.2880)  loss_bbox_dn_5: 0.2691 (0.2874)  loss_giou: 0.5841 (0.5762)  loss_giou_aux_0: 0.6108 (0.6085)  loss_giou_aux_1: 0.5929 (0.5856)  loss_giou_aux_2: 0.5812 (0.5795)  loss_giou_aux_3: 0.5860 (0.5766)  loss_giou_aux_4: 0.5886 (0.5763)  loss_giou_aux_5: 0.6898 (0.6964)  loss_giou_dn_0: 0.7483 (0.7441)  loss_giou_dn_1: 0.6470 (0.6371)  loss_giou_dn_2: 0.6253 (0.6118)  loss_giou_dn_3: 0.6148 (0.6039)  loss_giou_dn_4: 0.6103 (0.6017)  loss_giou_dn_5: 0.6103 (0.6016)  loss_vfl: 0.7660 (0.7891)  loss_vfl_aux_0: 0.9451 (0.9348)  loss_vfl_aux_1: 0.8662 (0.8932)  loss_vfl_aux_2: 0.8180 (0.8339)  loss_vfl_aux_3: 0.7990 (0.8035)  loss_vfl_aux_4: 0.7821 (0.7917)  loss_vfl_aux_5: 0.9097 (0.9154)  loss_vfl_dn_0: 0.4908 (0.4929)  loss_vfl_dn_1: 0.4535 (0.4555)  loss_vfl_dn_2: 0.4345 (0.4388)  loss_vfl_dn_3: 0.4283 (0.4313)  loss_vfl_dn_4: 0.4261 (0.4293)  loss_vfl_dn_5: 0.4255 (0.4297)  time: 0.4763  data: 0.0146  max mem: 5653
Epoch: [4]  [5600/7393]  eta: 0:14:08  lr: 0.000010  loss: 19.9564 (20.0187)  loss_bbox: 0.1891 (0.2039)  loss_bbox_aux_0: 0.2101 (0.2214)  loss_bbox_aux_1: 0.1836 (0.2082)  loss_bbox_aux_2: 0.1914 (0.2048)  loss_bbox_aux_3: 0.1881 (0.2035)  loss_bbox_aux_4: 0.1907 (0.2038)  loss_bbox_aux_5: 0.2676 (0.2725)  loss_bbox_dn_0: 0.3439 (0.3871)  loss_bbox_dn_1: 0.2804 (0.3152)  loss_bbox_dn_2: 0.2693 (0.2966)  loss_bbox_dn_3: 0.2608 (0.2899)  loss_bbox_dn_4: 0.2587 (0.2879)  loss_bbox_dn_5: 0.2586 (0.2873)  loss_giou: 0.6027 (0.5761)  loss_giou_aux_0: 0.6494 (0.6084)  loss_giou_aux_1: 0.6237 (0.5856)  loss_giou_aux_2: 0.6075 (0.5794)  loss_giou_aux_3: 0.6083 (0.5766)  loss_giou_aux_4: 0.6019 (0.5762)  loss_giou_aux_5: 0.7372 (0.6963)  loss_giou_dn_0: 0.7487 (0.7439)  loss_giou_dn_1: 0.6503 (0.6369)  loss_giou_dn_2: 0.6189 (0.6117)  loss_giou_dn_3: 0.6115 (0.6037)  loss_giou_dn_4: 0.6098 (0.6016)  loss_giou_dn_5: 0.6090 (0.6015)  loss_vfl: 0.7541 (0.7890)  loss_vfl_aux_0: 0.8998 (0.9350)  loss_vfl_aux_1: 0.8657 (0.8932)  loss_vfl_aux_2: 0.7900 (0.8339)  loss_vfl_aux_3: 0.7826 (0.8035)  loss_vfl_aux_4: 0.7701 (0.7917)  loss_vfl_aux_5: 0.8441 (0.9152)  loss_vfl_dn_0: 0.4870 (0.4928)  loss_vfl_dn_1: 0.4497 (0.4554)  loss_vfl_dn_2: 0.4364 (0.4387)  loss_vfl_dn_3: 0.4255 (0.4313)  loss_vfl_dn_4: 0.4238 (0.4292)  loss_vfl_dn_5: 0.4245 (0.4296)  time: 0.4850  data: 0.0140  max mem: 5653
Epoch: [4]  [5700/7393]  eta: 0:13:21  lr: 0.000010  loss: 19.9614 (20.0196)  loss_bbox: 0.2053 (0.2041)  loss_bbox_aux_0: 0.2187 (0.2214)  loss_bbox_aux_1: 0.2201 (0.2083)  loss_bbox_aux_2: 0.2069 (0.2049)  loss_bbox_aux_3: 0.2003 (0.2036)  loss_bbox_aux_4: 0.2065 (0.2039)  loss_bbox_aux_5: 0.2698 (0.2726)  loss_bbox_dn_0: 0.3841 (0.3873)  loss_bbox_dn_1: 0.3197 (0.3154)  loss_bbox_dn_2: 0.3008 (0.2967)  loss_bbox_dn_3: 0.2981 (0.2901)  loss_bbox_dn_4: 0.2961 (0.2880)  loss_bbox_dn_5: 0.2952 (0.2875)  loss_giou: 0.5536 (0.5760)  loss_giou_aux_0: 0.5999 (0.6083)  loss_giou_aux_1: 0.5582 (0.5855)  loss_giou_aux_2: 0.5589 (0.5793)  loss_giou_aux_3: 0.5579 (0.5764)  loss_giou_aux_4: 0.5535 (0.5761)  loss_giou_aux_5: 0.6682 (0.6962)  loss_giou_dn_0: 0.7429 (0.7438)  loss_giou_dn_1: 0.6384 (0.6369)  loss_giou_dn_2: 0.6098 (0.6116)  loss_giou_dn_3: 0.6008 (0.6036)  loss_giou_dn_4: 0.5975 (0.6014)  loss_giou_dn_5: 0.5956 (0.6014)  loss_vfl: 0.7472 (0.7890)  loss_vfl_aux_0: 0.9458 (0.9353)  loss_vfl_aux_1: 0.8773 (0.8935)  loss_vfl_aux_2: 0.8155 (0.8341)  loss_vfl_aux_3: 0.7711 (0.8035)  loss_vfl_aux_4: 0.7503 (0.7917)  loss_vfl_aux_5: 0.9000 (0.9153)  loss_vfl_dn_0: 0.4913 (0.4928)  loss_vfl_dn_1: 0.4538 (0.4554)  loss_vfl_dn_2: 0.4351 (0.4387)  loss_vfl_dn_3: 0.4321 (0.4312)  loss_vfl_dn_4: 0.4308 (0.4292)  loss_vfl_dn_5: 0.4295 (0.4296)  time: 0.4675  data: 0.0139  max mem: 5653
Epoch: [4]  [5800/7393]  eta: 0:12:33  lr: 0.000010  loss: 19.9605 (20.0144)  loss_bbox: 0.1965 (0.2041)  loss_bbox_aux_0: 0.2005 (0.2214)  loss_bbox_aux_1: 0.2006 (0.2083)  loss_bbox_aux_2: 0.1936 (0.2048)  loss_bbox_aux_3: 0.1936 (0.2036)  loss_bbox_aux_4: 0.1954 (0.2039)  loss_bbox_aux_5: 0.2625 (0.2726)  loss_bbox_dn_0: 0.3720 (0.3872)  loss_bbox_dn_1: 0.3006 (0.3153)  loss_bbox_dn_2: 0.2857 (0.2966)  loss_bbox_dn_3: 0.2799 (0.2899)  loss_bbox_dn_4: 0.2799 (0.2879)  loss_bbox_dn_5: 0.2800 (0.2873)  loss_giou: 0.5710 (0.5759)  loss_giou_aux_0: 0.5857 (0.6081)  loss_giou_aux_1: 0.5698 (0.5854)  loss_giou_aux_2: 0.5586 (0.5791)  loss_giou_aux_3: 0.5733 (0.5763)  loss_giou_aux_4: 0.5721 (0.5760)  loss_giou_aux_5: 0.6706 (0.6961)  loss_giou_dn_0: 0.7375 (0.7436)  loss_giou_dn_1: 0.6205 (0.6366)  loss_giou_dn_2: 0.5943 (0.6113)  loss_giou_dn_3: 0.5891 (0.6034)  loss_giou_dn_4: 0.5855 (0.6012)  loss_giou_dn_5: 0.5866 (0.6011)  loss_vfl: 0.7563 (0.7888)  loss_vfl_aux_0: 0.9219 (0.9352)  loss_vfl_aux_1: 0.8656 (0.8933)  loss_vfl_aux_2: 0.7857 (0.8340)  loss_vfl_aux_3: 0.7394 (0.8033)  loss_vfl_aux_4: 0.7494 (0.7915)  loss_vfl_aux_5: 0.8270 (0.9149)  loss_vfl_dn_0: 0.4885 (0.4928)  loss_vfl_dn_1: 0.4527 (0.4554)  loss_vfl_dn_2: 0.4374 (0.4386)  loss_vfl_dn_3: 0.4314 (0.4311)  loss_vfl_dn_4: 0.4302 (0.4291)  loss_vfl_dn_5: 0.4330 (0.4295)  time: 0.4752  data: 0.0138  max mem: 5653
Epoch: [4]  [5900/7393]  eta: 0:11:46  lr: 0.000010  loss: 19.9253 (20.0126)  loss_bbox: 0.1718 (0.2040)  loss_bbox_aux_0: 0.1911 (0.2213)  loss_bbox_aux_1: 0.1826 (0.2083)  loss_bbox_aux_2: 0.1806 (0.2048)  loss_bbox_aux_3: 0.1735 (0.2036)  loss_bbox_aux_4: 0.1735 (0.2039)  loss_bbox_aux_5: 0.2438 (0.2726)  loss_bbox_dn_0: 0.3297 (0.3870)  loss_bbox_dn_1: 0.2810 (0.3151)  loss_bbox_dn_2: 0.2725 (0.2964)  loss_bbox_dn_3: 0.2665 (0.2898)  loss_bbox_dn_4: 0.2602 (0.2877)  loss_bbox_dn_5: 0.2598 (0.2872)  loss_giou: 0.5837 (0.5759)  loss_giou_aux_0: 0.5894 (0.6082)  loss_giou_aux_1: 0.5813 (0.5855)  loss_giou_aux_2: 0.5809 (0.5792)  loss_giou_aux_3: 0.5851 (0.5763)  loss_giou_aux_4: 0.5774 (0.5760)  loss_giou_aux_5: 0.6963 (0.6961)  loss_giou_dn_0: 0.7421 (0.7435)  loss_giou_dn_1: 0.6254 (0.6365)  loss_giou_dn_2: 0.5976 (0.6112)  loss_giou_dn_3: 0.5909 (0.6033)  loss_giou_dn_4: 0.5882 (0.6011)  loss_giou_dn_5: 0.5886 (0.6010)  loss_vfl: 0.7685 (0.7888)  loss_vfl_aux_0: 0.9063 (0.9352)  loss_vfl_aux_1: 0.8869 (0.8934)  loss_vfl_aux_2: 0.8254 (0.8340)  loss_vfl_aux_3: 0.7895 (0.8033)  loss_vfl_aux_4: 0.7751 (0.7915)  loss_vfl_aux_5: 0.8737 (0.9147)  loss_vfl_dn_0: 0.4794 (0.4928)  loss_vfl_dn_1: 0.4490 (0.4553)  loss_vfl_dn_2: 0.4369 (0.4386)  loss_vfl_dn_3: 0.4283 (0.4311)  loss_vfl_dn_4: 0.4271 (0.4291)  loss_vfl_dn_5: 0.4260 (0.4294)  time: 0.4749  data: 0.0144  max mem: 5653
Epoch: [4]  [6000/7393]  eta: 0:10:58  lr: 0.000010  loss: 20.2823 (20.0154)  loss_bbox: 0.1858 (0.2040)  loss_bbox_aux_0: 0.1962 (0.2212)  loss_bbox_aux_1: 0.1791 (0.2082)  loss_bbox_aux_2: 0.1764 (0.2048)  loss_bbox_aux_3: 0.1755 (0.2036)  loss_bbox_aux_4: 0.1757 (0.2039)  loss_bbox_aux_5: 0.2421 (0.2724)  loss_bbox_dn_0: 0.3362 (0.3867)  loss_bbox_dn_1: 0.2721 (0.3149)  loss_bbox_dn_2: 0.2638 (0.2962)  loss_bbox_dn_3: 0.2591 (0.2896)  loss_bbox_dn_4: 0.2557 (0.2875)  loss_bbox_dn_5: 0.2556 (0.2870)  loss_giou: 0.6455 (0.5764)  loss_giou_aux_0: 0.6592 (0.6086)  loss_giou_aux_1: 0.6557 (0.5860)  loss_giou_aux_2: 0.6502 (0.5797)  loss_giou_aux_3: 0.6402 (0.5768)  loss_giou_aux_4: 0.6394 (0.5766)  loss_giou_aux_5: 0.7318 (0.6965)  loss_giou_dn_0: 0.7906 (0.7436)  loss_giou_dn_1: 0.6959 (0.6368)  loss_giou_dn_2: 0.6668 (0.6115)  loss_giou_dn_3: 0.6631 (0.6035)  loss_giou_dn_4: 0.6609 (0.6014)  loss_giou_dn_5: 0.6608 (0.6013)  loss_vfl: 0.7412 (0.7888)  loss_vfl_aux_0: 0.9042 (0.9352)  loss_vfl_aux_1: 0.8601 (0.8935)  loss_vfl_aux_2: 0.7915 (0.8340)  loss_vfl_aux_3: 0.7572 (0.8033)  loss_vfl_aux_4: 0.7486 (0.7914)  loss_vfl_aux_5: 0.8862 (0.9145)  loss_vfl_dn_0: 0.4922 (0.4928)  loss_vfl_dn_1: 0.4542 (0.4553)  loss_vfl_dn_2: 0.4388 (0.4386)  loss_vfl_dn_3: 0.4370 (0.4311)  loss_vfl_dn_4: 0.4347 (0.4291)  loss_vfl_dn_5: 0.4365 (0.4294)  time: 0.4649  data: 0.0145  max mem: 5653
Epoch: [4]  [6100/7393]  eta: 0:10:11  lr: 0.000010  loss: 20.0024 (20.0119)  loss_bbox: 0.2109 (0.2040)  loss_bbox_aux_0: 0.2165 (0.2212)  loss_bbox_aux_1: 0.1980 (0.2081)  loss_bbox_aux_2: 0.2048 (0.2047)  loss_bbox_aux_3: 0.2016 (0.2036)  loss_bbox_aux_4: 0.1963 (0.2039)  loss_bbox_aux_5: 0.2748 (0.2724)  loss_bbox_dn_0: 0.4036 (0.3868)  loss_bbox_dn_1: 0.3210 (0.3149)  loss_bbox_dn_2: 0.3015 (0.2962)  loss_bbox_dn_3: 0.2918 (0.2896)  loss_bbox_dn_4: 0.2911 (0.2875)  loss_bbox_dn_5: 0.2910 (0.2870)  loss_giou: 0.5522 (0.5760)  loss_giou_aux_0: 0.5814 (0.6082)  loss_giou_aux_1: 0.5577 (0.5856)  loss_giou_aux_2: 0.5552 (0.5792)  loss_giou_aux_3: 0.5499 (0.5764)  loss_giou_aux_4: 0.5475 (0.5761)  loss_giou_aux_5: 0.6581 (0.6961)  loss_giou_dn_0: 0.7134 (0.7434)  loss_giou_dn_1: 0.5932 (0.6365)  loss_giou_dn_2: 0.5696 (0.6112)  loss_giou_dn_3: 0.5637 (0.6032)  loss_giou_dn_4: 0.5616 (0.6010)  loss_giou_dn_5: 0.5615 (0.6010)  loss_vfl: 0.7679 (0.7890)  loss_vfl_aux_0: 0.9216 (0.9355)  loss_vfl_aux_1: 0.8944 (0.8938)  loss_vfl_aux_2: 0.8291 (0.8342)  loss_vfl_aux_3: 0.7792 (0.8034)  loss_vfl_aux_4: 0.7682 (0.7916)  loss_vfl_aux_5: 0.8826 (0.9147)  loss_vfl_dn_0: 0.5003 (0.4929)  loss_vfl_dn_1: 0.4536 (0.4553)  loss_vfl_dn_2: 0.4338 (0.4385)  loss_vfl_dn_3: 0.4243 (0.4310)  loss_vfl_dn_4: 0.4222 (0.4290)  loss_vfl_dn_5: 0.4223 (0.4294)  time: 0.4673  data: 0.0138  max mem: 5653
Epoch: [4]  [6200/7393]  eta: 0:09:24  lr: 0.000010  loss: 19.8057 (20.0061)  loss_bbox: 0.2002 (0.2039)  loss_bbox_aux_0: 0.1966 (0.2210)  loss_bbox_aux_1: 0.1952 (0.2080)  loss_bbox_aux_2: 0.1906 (0.2046)  loss_bbox_aux_3: 0.2008 (0.2035)  loss_bbox_aux_4: 0.2027 (0.2038)  loss_bbox_aux_5: 0.2531 (0.2722)  loss_bbox_dn_0: 0.3520 (0.3863)  loss_bbox_dn_1: 0.2750 (0.3145)  loss_bbox_dn_2: 0.2628 (0.2958)  loss_bbox_dn_3: 0.2604 (0.2892)  loss_bbox_dn_4: 0.2556 (0.2871)  loss_bbox_dn_5: 0.2550 (0.2866)  loss_giou: 0.5696 (0.5760)  loss_giou_aux_0: 0.5997 (0.6081)  loss_giou_aux_1: 0.5666 (0.5855)  loss_giou_aux_2: 0.5726 (0.5792)  loss_giou_aux_3: 0.5710 (0.5764)  loss_giou_aux_4: 0.5786 (0.5761)  loss_giou_aux_5: 0.6808 (0.6960)  loss_giou_dn_0: 0.7265 (0.7432)  loss_giou_dn_1: 0.6254 (0.6363)  loss_giou_dn_2: 0.5957 (0.6111)  loss_giou_dn_3: 0.5882 (0.6031)  loss_giou_dn_4: 0.5864 (0.6009)  loss_giou_dn_5: 0.5864 (0.6009)  loss_vfl: 0.7816 (0.7889)  loss_vfl_aux_0: 0.9057 (0.9354)  loss_vfl_aux_1: 0.8853 (0.8935)  loss_vfl_aux_2: 0.8126 (0.8340)  loss_vfl_aux_3: 0.7869 (0.8033)  loss_vfl_aux_4: 0.7894 (0.7915)  loss_vfl_aux_5: 0.8735 (0.9145)  loss_vfl_dn_0: 0.4893 (0.4928)  loss_vfl_dn_1: 0.4514 (0.4552)  loss_vfl_dn_2: 0.4473 (0.4385)  loss_vfl_dn_3: 0.4371 (0.4310)  loss_vfl_dn_4: 0.4358 (0.4289)  loss_vfl_dn_5: 0.4386 (0.4293)  time: 0.4584  data: 0.0141  max mem: 5653
Epoch: [4]  [6300/7393]  eta: 0:08:36  lr: 0.000010  loss: 19.7540 (20.0036)  loss_bbox: 0.2025 (0.2039)  loss_bbox_aux_0: 0.2202 (0.2210)  loss_bbox_aux_1: 0.2081 (0.2080)  loss_bbox_aux_2: 0.2032 (0.2046)  loss_bbox_aux_3: 0.2046 (0.2034)  loss_bbox_aux_4: 0.2028 (0.2037)  loss_bbox_aux_5: 0.2710 (0.2723)  loss_bbox_dn_0: 0.4339 (0.3866)  loss_bbox_dn_1: 0.3420 (0.3147)  loss_bbox_dn_2: 0.3223 (0.2960)  loss_bbox_dn_3: 0.3114 (0.2894)  loss_bbox_dn_4: 0.3088 (0.2873)  loss_bbox_dn_5: 0.3091 (0.2868)  loss_giou: 0.5072 (0.5755)  loss_giou_aux_0: 0.5315 (0.6076)  loss_giou_aux_1: 0.5195 (0.5851)  loss_giou_aux_2: 0.5110 (0.5788)  loss_giou_aux_3: 0.5144 (0.5759)  loss_giou_aux_4: 0.5069 (0.5757)  loss_giou_aux_5: 0.6259 (0.6955)  loss_giou_dn_0: 0.7120 (0.7430)  loss_giou_dn_1: 0.5927 (0.6361)  loss_giou_dn_2: 0.5654 (0.6109)  loss_giou_dn_3: 0.5567 (0.6029)  loss_giou_dn_4: 0.5536 (0.6007)  loss_giou_dn_5: 0.5532 (0.6007)  loss_vfl: 0.7977 (0.7890)  loss_vfl_aux_0: 0.9454 (0.9356)  loss_vfl_aux_1: 0.9084 (0.8937)  loss_vfl_aux_2: 0.8350 (0.8341)  loss_vfl_aux_3: 0.8174 (0.8035)  loss_vfl_aux_4: 0.8043 (0.7916)  loss_vfl_aux_5: 0.9191 (0.9147)  loss_vfl_dn_0: 0.4868 (0.4928)  loss_vfl_dn_1: 0.4521 (0.4552)  loss_vfl_dn_2: 0.4323 (0.4384)  loss_vfl_dn_3: 0.4291 (0.4309)  loss_vfl_dn_4: 0.4257 (0.4289)  loss_vfl_dn_5: 0.4239 (0.4292)  time: 0.4667  data: 0.0144  max mem: 5653
Epoch: [4]  [6400/7393]  eta: 0:07:49  lr: 0.000010  loss: 19.8436 (19.9997)  loss_bbox: 0.1993 (0.2039)  loss_bbox_aux_0: 0.2201 (0.2210)  loss_bbox_aux_1: 0.2018 (0.2081)  loss_bbox_aux_2: 0.1949 (0.2046)  loss_bbox_aux_3: 0.1969 (0.2035)  loss_bbox_aux_4: 0.2079 (0.2038)  loss_bbox_aux_5: 0.2697 (0.2723)  loss_bbox_dn_0: 0.3657 (0.3866)  loss_bbox_dn_1: 0.2940 (0.3147)  loss_bbox_dn_2: 0.2869 (0.2960)  loss_bbox_dn_3: 0.2848 (0.2894)  loss_bbox_dn_4: 0.2873 (0.2873)  loss_bbox_dn_5: 0.2872 (0.2867)  loss_giou: 0.5738 (0.5753)  loss_giou_aux_0: 0.6089 (0.6074)  loss_giou_aux_1: 0.5885 (0.5849)  loss_giou_aux_2: 0.5883 (0.5786)  loss_giou_aux_3: 0.5860 (0.5757)  loss_giou_aux_4: 0.5851 (0.5755)  loss_giou_aux_5: 0.6850 (0.6953)  loss_giou_dn_0: 0.7396 (0.7428)  loss_giou_dn_1: 0.6265 (0.6359)  loss_giou_dn_2: 0.5996 (0.6107)  loss_giou_dn_3: 0.5885 (0.6027)  loss_giou_dn_4: 0.5866 (0.6005)  loss_giou_dn_5: 0.5862 (0.6005)  loss_vfl: 0.7586 (0.7889)  loss_vfl_aux_0: 0.8963 (0.9355)  loss_vfl_aux_1: 0.8591 (0.8934)  loss_vfl_aux_2: 0.8219 (0.8339)  loss_vfl_aux_3: 0.7792 (0.8034)  loss_vfl_aux_4: 0.7640 (0.7916)  loss_vfl_aux_5: 0.8960 (0.9147)  loss_vfl_dn_0: 0.4795 (0.4927)  loss_vfl_dn_1: 0.4422 (0.4551)  loss_vfl_dn_2: 0.4308 (0.4383)  loss_vfl_dn_3: 0.4289 (0.4308)  loss_vfl_dn_4: 0.4227 (0.4288)  loss_vfl_dn_5: 0.4245 (0.4291)  time: 0.4663  data: 0.0138  max mem: 5653
Epoch: [4]  [6500/7393]  eta: 0:07:02  lr: 0.000010  loss: 19.8909 (19.9974)  loss_bbox: 0.1767 (0.2039)  loss_bbox_aux_0: 0.1983 (0.2210)  loss_bbox_aux_1: 0.1912 (0.2080)  loss_bbox_aux_2: 0.1792 (0.2046)  loss_bbox_aux_3: 0.1746 (0.2034)  loss_bbox_aux_4: 0.1795 (0.2038)  loss_bbox_aux_5: 0.2442 (0.2723)  loss_bbox_dn_0: 0.3608 (0.3867)  loss_bbox_dn_1: 0.2921 (0.3148)  loss_bbox_dn_2: 0.2728 (0.2960)  loss_bbox_dn_3: 0.2625 (0.2894)  loss_bbox_dn_4: 0.2580 (0.2873)  loss_bbox_dn_5: 0.2571 (0.2868)  loss_giou: 0.5518 (0.5752)  loss_giou_aux_0: 0.6003 (0.6072)  loss_giou_aux_1: 0.5684 (0.5848)  loss_giou_aux_2: 0.5566 (0.5784)  loss_giou_aux_3: 0.5515 (0.5756)  loss_giou_aux_4: 0.5528 (0.5753)  loss_giou_aux_5: 0.6879 (0.6951)  loss_giou_dn_0: 0.7345 (0.7427)  loss_giou_dn_1: 0.6283 (0.6358)  loss_giou_dn_2: 0.6000 (0.6106)  loss_giou_dn_3: 0.5942 (0.6026)  loss_giou_dn_4: 0.5935 (0.6004)  loss_giou_dn_5: 0.5935 (0.6004)  loss_vfl: 0.7852 (0.7889)  loss_vfl_aux_0: 0.9309 (0.9354)  loss_vfl_aux_1: 0.8915 (0.8934)  loss_vfl_aux_2: 0.8272 (0.8339)  loss_vfl_aux_3: 0.7969 (0.8034)  loss_vfl_aux_4: 0.7897 (0.7915)  loss_vfl_aux_5: 0.8886 (0.9146)  loss_vfl_dn_0: 0.4857 (0.4927)  loss_vfl_dn_1: 0.4616 (0.4550)  loss_vfl_dn_2: 0.4379 (0.4382)  loss_vfl_dn_3: 0.4303 (0.4307)  loss_vfl_dn_4: 0.4281 (0.4287)  loss_vfl_dn_5: 0.4294 (0.4291)  time: 0.4571  data: 0.0148  max mem: 5653
Epoch: [4]  [6600/7393]  eta: 0:06:14  lr: 0.000010  loss: 19.8095 (19.9926)  loss_bbox: 0.2084 (0.2038)  loss_bbox_aux_0: 0.2154 (0.2209)  loss_bbox_aux_1: 0.1984 (0.2080)  loss_bbox_aux_2: 0.2035 (0.2046)  loss_bbox_aux_3: 0.1993 (0.2033)  loss_bbox_aux_4: 0.2004 (0.2037)  loss_bbox_aux_5: 0.2606 (0.2721)  loss_bbox_dn_0: 0.3133 (0.3863)  loss_bbox_dn_1: 0.2470 (0.3145)  loss_bbox_dn_2: 0.2288 (0.2958)  loss_bbox_dn_3: 0.2231 (0.2891)  loss_bbox_dn_4: 0.2224 (0.2870)  loss_bbox_dn_5: 0.2216 (0.2865)  loss_giou: 0.6003 (0.5751)  loss_giou_aux_0: 0.6175 (0.6071)  loss_giou_aux_1: 0.6066 (0.5847)  loss_giou_aux_2: 0.6005 (0.5784)  loss_giou_aux_3: 0.6057 (0.5755)  loss_giou_aux_4: 0.6014 (0.5752)  loss_giou_aux_5: 0.6993 (0.6950)  loss_giou_dn_0: 0.7406 (0.7425)  loss_giou_dn_1: 0.6471 (0.6357)  loss_giou_dn_2: 0.6257 (0.6104)  loss_giou_dn_3: 0.6191 (0.6025)  loss_giou_dn_4: 0.6163 (0.6003)  loss_giou_dn_5: 0.6158 (0.6002)  loss_vfl: 0.7614 (0.7888)  loss_vfl_aux_0: 0.8836 (0.9353)  loss_vfl_aux_1: 0.8649 (0.8932)  loss_vfl_aux_2: 0.7891 (0.8338)  loss_vfl_aux_3: 0.7576 (0.8034)  loss_vfl_aux_4: 0.7608 (0.7914)  loss_vfl_aux_5: 0.8718 (0.9145)  loss_vfl_dn_0: 0.4965 (0.4927)  loss_vfl_dn_1: 0.4544 (0.4550)  loss_vfl_dn_2: 0.4410 (0.4382)  loss_vfl_dn_3: 0.4380 (0.4307)  loss_vfl_dn_4: 0.4343 (0.4287)  loss_vfl_dn_5: 0.4328 (0.4290)  time: 0.4764  data: 0.0143  max mem: 5653
Epoch: [4]  [6700/7393]  eta: 0:05:27  lr: 0.000010  loss: 20.2178 (19.9918)  loss_bbox: 0.2080 (0.2038)  loss_bbox_aux_0: 0.2164 (0.2208)  loss_bbox_aux_1: 0.2062 (0.2079)  loss_bbox_aux_2: 0.2044 (0.2045)  loss_bbox_aux_3: 0.2051 (0.2033)  loss_bbox_aux_4: 0.2075 (0.2036)  loss_bbox_aux_5: 0.2667 (0.2721)  loss_bbox_dn_0: 0.3597 (0.3862)  loss_bbox_dn_1: 0.2927 (0.3143)  loss_bbox_dn_2: 0.2748 (0.2956)  loss_bbox_dn_3: 0.2655 (0.2889)  loss_bbox_dn_4: 0.2658 (0.2869)  loss_bbox_dn_5: 0.2651 (0.2863)  loss_giou: 0.5804 (0.5752)  loss_giou_aux_0: 0.5806 (0.6073)  loss_giou_aux_1: 0.5676 (0.5849)  loss_giou_aux_2: 0.5842 (0.5785)  loss_giou_aux_3: 0.5796 (0.5756)  loss_giou_aux_4: 0.5771 (0.5754)  loss_giou_aux_5: 0.6865 (0.6952)  loss_giou_dn_0: 0.7591 (0.7426)  loss_giou_dn_1: 0.6505 (0.6358)  loss_giou_dn_2: 0.6325 (0.6105)  loss_giou_dn_3: 0.6243 (0.6025)  loss_giou_dn_4: 0.6237 (0.6004)  loss_giou_dn_5: 0.6243 (0.6003)  loss_vfl: 0.7512 (0.7887)  loss_vfl_aux_0: 0.9207 (0.9352)  loss_vfl_aux_1: 0.8623 (0.8931)  loss_vfl_aux_2: 0.7832 (0.8336)  loss_vfl_aux_3: 0.7537 (0.8033)  loss_vfl_aux_4: 0.7572 (0.7913)  loss_vfl_aux_5: 0.8784 (0.9142)  loss_vfl_dn_0: 0.4845 (0.4926)  loss_vfl_dn_1: 0.4422 (0.4549)  loss_vfl_dn_2: 0.4313 (0.4381)  loss_vfl_dn_3: 0.4209 (0.4306)  loss_vfl_dn_4: 0.4187 (0.4286)  loss_vfl_dn_5: 0.4219 (0.4290)  time: 0.4704  data: 0.0140  max mem: 5653
Epoch: [4]  [6800/7393]  eta: 0:04:40  lr: 0.000010  loss: 19.3680 (19.9876)  loss_bbox: 0.1907 (0.2036)  loss_bbox_aux_0: 0.2226 (0.2207)  loss_bbox_aux_1: 0.2001 (0.2079)  loss_bbox_aux_2: 0.1915 (0.2044)  loss_bbox_aux_3: 0.1836 (0.2032)  loss_bbox_aux_4: 0.1796 (0.2035)  loss_bbox_aux_5: 0.2535 (0.2719)  loss_bbox_dn_0: 0.3670 (0.3860)  loss_bbox_dn_1: 0.2848 (0.3141)  loss_bbox_dn_2: 0.2719 (0.2954)  loss_bbox_dn_3: 0.2627 (0.2887)  loss_bbox_dn_4: 0.2585 (0.2867)  loss_bbox_dn_5: 0.2584 (0.2861)  loss_giou: 0.5468 (0.5752)  loss_giou_aux_0: 0.5696 (0.6072)  loss_giou_aux_1: 0.5452 (0.5848)  loss_giou_aux_2: 0.5511 (0.5785)  loss_giou_aux_3: 0.5465 (0.5756)  loss_giou_aux_4: 0.5462 (0.5753)  loss_giou_aux_5: 0.6627 (0.6951)  loss_giou_dn_0: 0.6783 (0.7424)  loss_giou_dn_1: 0.5749 (0.6356)  loss_giou_dn_2: 0.5554 (0.6104)  loss_giou_dn_3: 0.5454 (0.6024)  loss_giou_dn_4: 0.5427 (0.6002)  loss_giou_dn_5: 0.5429 (0.6002)  loss_vfl: 0.7637 (0.7886)  loss_vfl_aux_0: 0.9317 (0.9351)  loss_vfl_aux_1: 0.8779 (0.8929)  loss_vfl_aux_2: 0.7949 (0.8334)  loss_vfl_aux_3: 0.7580 (0.8032)  loss_vfl_aux_4: 0.7286 (0.7912)  loss_vfl_aux_5: 0.9349 (0.9142)  loss_vfl_dn_0: 0.4954 (0.4926)  loss_vfl_dn_1: 0.4481 (0.4549)  loss_vfl_dn_2: 0.4333 (0.4381)  loss_vfl_dn_3: 0.4272 (0.4306)  loss_vfl_dn_4: 0.4247 (0.4285)  loss_vfl_dn_5: 0.4238 (0.4289)  time: 0.4695  data: 0.0139  max mem: 5653
Epoch: [4]  [6900/7393]  eta: 0:03:52  lr: 0.000010  loss: 20.3888 (19.9854)  loss_bbox: 0.1993 (0.2036)  loss_bbox_aux_0: 0.2159 (0.2207)  loss_bbox_aux_1: 0.1991 (0.2078)  loss_bbox_aux_2: 0.1963 (0.2044)  loss_bbox_aux_3: 0.1971 (0.2031)  loss_bbox_aux_4: 0.2001 (0.2035)  loss_bbox_aux_5: 0.2505 (0.2718)  loss_bbox_dn_0: 0.3432 (0.3858)  loss_bbox_dn_1: 0.2835 (0.3140)  loss_bbox_dn_2: 0.2692 (0.2953)  loss_bbox_dn_3: 0.2621 (0.2886)  loss_bbox_dn_4: 0.2602 (0.2866)  loss_bbox_dn_5: 0.2599 (0.2860)  loss_giou: 0.5391 (0.5752)  loss_giou_aux_0: 0.6062 (0.6072)  loss_giou_aux_1: 0.5591 (0.5848)  loss_giou_aux_2: 0.5504 (0.5785)  loss_giou_aux_3: 0.5368 (0.5756)  loss_giou_aux_4: 0.5382 (0.5753)  loss_giou_aux_5: 0.6940 (0.6950)  loss_giou_dn_0: 0.7351 (0.7424)  loss_giou_dn_1: 0.6294 (0.6356)  loss_giou_dn_2: 0.6004 (0.6104)  loss_giou_dn_3: 0.5928 (0.6024)  loss_giou_dn_4: 0.5889 (0.6002)  loss_giou_dn_5: 0.5891 (0.6001)  loss_vfl: 0.7320 (0.7886)  loss_vfl_aux_0: 0.8984 (0.9351)  loss_vfl_aux_1: 0.8707 (0.8929)  loss_vfl_aux_2: 0.8173 (0.8333)  loss_vfl_aux_3: 0.7743 (0.8031)  loss_vfl_aux_4: 0.7429 (0.7912)  loss_vfl_aux_5: 0.8853 (0.9141)  loss_vfl_dn_0: 0.4878 (0.4926)  loss_vfl_dn_1: 0.4494 (0.4548)  loss_vfl_dn_2: 0.4308 (0.4380)  loss_vfl_dn_3: 0.4276 (0.4305)  loss_vfl_dn_4: 0.4259 (0.4285)  loss_vfl_dn_5: 0.4246 (0.4288)  time: 0.4675  data: 0.0141  max mem: 5653
Epoch: [4]  [7000/7393]  eta: 0:03:05  lr: 0.000010  loss: 19.9079 (19.9858)  loss_bbox: 0.1864 (0.2036)  loss_bbox_aux_0: 0.2026 (0.2207)  loss_bbox_aux_1: 0.1874 (0.2078)  loss_bbox_aux_2: 0.1874 (0.2044)  loss_bbox_aux_3: 0.1814 (0.2031)  loss_bbox_aux_4: 0.1841 (0.2035)  loss_bbox_aux_5: 0.2553 (0.2718)  loss_bbox_dn_0: 0.3636 (0.3859)  loss_bbox_dn_1: 0.2811 (0.3141)  loss_bbox_dn_2: 0.2591 (0.2954)  loss_bbox_dn_3: 0.2471 (0.2887)  loss_bbox_dn_4: 0.2406 (0.2866)  loss_bbox_dn_5: 0.2398 (0.2861)  loss_giou: 0.5953 (0.5754)  loss_giou_aux_0: 0.6485 (0.6073)  loss_giou_aux_1: 0.6161 (0.5849)  loss_giou_aux_2: 0.6046 (0.5787)  loss_giou_aux_3: 0.6008 (0.5757)  loss_giou_aux_4: 0.5991 (0.5755)  loss_giou_aux_5: 0.7110 (0.6951)  loss_giou_dn_0: 0.7341 (0.7424)  loss_giou_dn_1: 0.6130 (0.6357)  loss_giou_dn_2: 0.5892 (0.6104)  loss_giou_dn_3: 0.5806 (0.6025)  loss_giou_dn_4: 0.5787 (0.6003)  loss_giou_dn_5: 0.5790 (0.6002)  loss_vfl: 0.7183 (0.7883)  loss_vfl_aux_0: 0.8652 (0.9350)  loss_vfl_aux_1: 0.8215 (0.8928)  loss_vfl_aux_2: 0.7614 (0.8332)  loss_vfl_aux_3: 0.7433 (0.8029)  loss_vfl_aux_4: 0.7248 (0.7910)  loss_vfl_aux_5: 0.8767 (0.9140)  loss_vfl_dn_0: 0.4781 (0.4926)  loss_vfl_dn_1: 0.4436 (0.4548)  loss_vfl_dn_2: 0.4224 (0.4380)  loss_vfl_dn_3: 0.4153 (0.4305)  loss_vfl_dn_4: 0.4135 (0.4285)  loss_vfl_dn_5: 0.4101 (0.4288)  time: 0.4891  data: 0.0139  max mem: 5653
Epoch: [4]  [7100/7393]  eta: 0:02:18  lr: 0.000010  loss: 19.6931 (19.9820)  loss_bbox: 0.1911 (0.2036)  loss_bbox_aux_0: 0.2089 (0.2206)  loss_bbox_aux_1: 0.2041 (0.2077)  loss_bbox_aux_2: 0.1941 (0.2043)  loss_bbox_aux_3: 0.1902 (0.2031)  loss_bbox_aux_4: 0.1918 (0.2034)  loss_bbox_aux_5: 0.2576 (0.2717)  loss_bbox_dn_0: 0.3096 (0.3858)  loss_bbox_dn_1: 0.2672 (0.3139)  loss_bbox_dn_2: 0.2576 (0.2952)  loss_bbox_dn_3: 0.2537 (0.2885)  loss_bbox_dn_4: 0.2532 (0.2865)  loss_bbox_dn_5: 0.2532 (0.2859)  loss_giou: 0.6279 (0.5753)  loss_giou_aux_0: 0.6528 (0.6072)  loss_giou_aux_1: 0.6297 (0.5849)  loss_giou_aux_2: 0.6366 (0.5787)  loss_giou_aux_3: 0.6303 (0.5757)  loss_giou_aux_4: 0.6281 (0.5754)  loss_giou_aux_5: 0.7338 (0.6950)  loss_giou_dn_0: 0.7343 (0.7423)  loss_giou_dn_1: 0.6206 (0.6355)  loss_giou_dn_2: 0.6000 (0.6103)  loss_giou_dn_3: 0.5934 (0.6023)  loss_giou_dn_4: 0.5916 (0.6001)  loss_giou_dn_5: 0.5921 (0.6001)  loss_vfl: 0.7520 (0.7882)  loss_vfl_aux_0: 0.8910 (0.9348)  loss_vfl_aux_1: 0.8581 (0.8926)  loss_vfl_aux_2: 0.8057 (0.8329)  loss_vfl_aux_3: 0.7765 (0.8028)  loss_vfl_aux_4: 0.7601 (0.7908)  loss_vfl_aux_5: 0.8642 (0.9138)  loss_vfl_dn_0: 0.4877 (0.4925)  loss_vfl_dn_1: 0.4522 (0.4547)  loss_vfl_dn_2: 0.4403 (0.4379)  loss_vfl_dn_3: 0.4341 (0.4304)  loss_vfl_dn_4: 0.4324 (0.4284)  loss_vfl_dn_5: 0.4348 (0.4287)  time: 0.4621  data: 0.0147  max mem: 5653
Epoch: [4]  [7200/7393]  eta: 0:01:31  lr: 0.000010  loss: 20.0594 (19.9805)  loss_bbox: 0.2178 (0.2035)  loss_bbox_aux_0: 0.2226 (0.2205)  loss_bbox_aux_1: 0.2134 (0.2076)  loss_bbox_aux_2: 0.2145 (0.2042)  loss_bbox_aux_3: 0.2118 (0.2030)  loss_bbox_aux_4: 0.2174 (0.2034)  loss_bbox_aux_5: 0.2938 (0.2716)  loss_bbox_dn_0: 0.3955 (0.3855)  loss_bbox_dn_1: 0.3064 (0.3137)  loss_bbox_dn_2: 0.2856 (0.2950)  loss_bbox_dn_3: 0.2780 (0.2883)  loss_bbox_dn_4: 0.2766 (0.2862)  loss_bbox_dn_5: 0.2762 (0.2857)  loss_giou: 0.5881 (0.5756)  loss_giou_aux_0: 0.6046 (0.6075)  loss_giou_aux_1: 0.6090 (0.5852)  loss_giou_aux_2: 0.5999 (0.5789)  loss_giou_aux_3: 0.5842 (0.5760)  loss_giou_aux_4: 0.5826 (0.5757)  loss_giou_aux_5: 0.7131 (0.6953)  loss_giou_dn_0: 0.7473 (0.7424)  loss_giou_dn_1: 0.6560 (0.6357)  loss_giou_dn_2: 0.6264 (0.6104)  loss_giou_dn_3: 0.6226 (0.6024)  loss_giou_dn_4: 0.6208 (0.6003)  loss_giou_dn_5: 0.6207 (0.6002)  loss_vfl: 0.7630 (0.7880)  loss_vfl_aux_0: 0.9311 (0.9346)  loss_vfl_aux_1: 0.8940 (0.8924)  loss_vfl_aux_2: 0.8290 (0.8327)  loss_vfl_aux_3: 0.7997 (0.8025)  loss_vfl_aux_4: 0.7776 (0.7906)  loss_vfl_aux_5: 0.8706 (0.9134)  loss_vfl_dn_0: 0.4958 (0.4925)  loss_vfl_dn_1: 0.4615 (0.4547)  loss_vfl_dn_2: 0.4398 (0.4379)  loss_vfl_dn_3: 0.4270 (0.4304)  loss_vfl_dn_4: 0.4250 (0.4284)  loss_vfl_dn_5: 0.4228 (0.4287)  time: 0.4631  data: 0.0144  max mem: 5653
Epoch: [4]  [7300/7393]  eta: 0:00:43  lr: 0.000010  loss: 19.2844 (19.9758)  loss_bbox: 0.1785 (0.2033)  loss_bbox_aux_0: 0.1917 (0.2204)  loss_bbox_aux_1: 0.1756 (0.2075)  loss_bbox_aux_2: 0.1767 (0.2041)  loss_bbox_aux_3: 0.1786 (0.2028)  loss_bbox_aux_4: 0.1785 (0.2032)  loss_bbox_aux_5: 0.2373 (0.2714)  loss_bbox_dn_0: 0.3375 (0.3852)  loss_bbox_dn_1: 0.2637 (0.3135)  loss_bbox_dn_2: 0.2436 (0.2948)  loss_bbox_dn_3: 0.2401 (0.2881)  loss_bbox_dn_4: 0.2441 (0.2860)  loss_bbox_dn_5: 0.2442 (0.2855)  loss_giou: 0.5542 (0.5756)  loss_giou_aux_0: 0.5885 (0.6074)  loss_giou_aux_1: 0.5748 (0.5851)  loss_giou_aux_2: 0.5474 (0.5789)  loss_giou_aux_3: 0.5543 (0.5759)  loss_giou_aux_4: 0.5545 (0.5757)  loss_giou_aux_5: 0.6781 (0.6952)  loss_giou_dn_0: 0.7363 (0.7424)  loss_giou_dn_1: 0.6325 (0.6356)  loss_giou_dn_2: 0.6025 (0.6104)  loss_giou_dn_3: 0.5956 (0.6024)  loss_giou_dn_4: 0.5936 (0.6002)  loss_giou_dn_5: 0.5936 (0.6001)  loss_vfl: 0.7391 (0.7878)  loss_vfl_aux_0: 0.9154 (0.9344)  loss_vfl_aux_1: 0.8776 (0.8922)  loss_vfl_aux_2: 0.8021 (0.8324)  loss_vfl_aux_3: 0.7573 (0.8023)  loss_vfl_aux_4: 0.7384 (0.7904)  loss_vfl_aux_5: 0.8863 (0.9133)  loss_vfl_dn_0: 0.4842 (0.4924)  loss_vfl_dn_1: 0.4450 (0.4546)  loss_vfl_dn_2: 0.4276 (0.4378)  loss_vfl_dn_3: 0.4179 (0.4303)  loss_vfl_dn_4: 0.4182 (0.4283)  loss_vfl_dn_5: 0.4204 (0.4286)  time: 0.4631  data: 0.0139  max mem: 5653
Epoch: [4]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 19.9939 (19.9727)  loss_bbox: 0.2037 (0.2033)  loss_bbox_aux_0: 0.2179 (0.2204)  loss_bbox_aux_1: 0.2090 (0.2075)  loss_bbox_aux_2: 0.2043 (0.2041)  loss_bbox_aux_3: 0.2069 (0.2028)  loss_bbox_aux_4: 0.2021 (0.2032)  loss_bbox_aux_5: 0.2641 (0.2713)  loss_bbox_dn_0: 0.3660 (0.3851)  loss_bbox_dn_1: 0.3082 (0.3134)  loss_bbox_dn_2: 0.2968 (0.2947)  loss_bbox_dn_3: 0.2946 (0.2880)  loss_bbox_dn_4: 0.2926 (0.2859)  loss_bbox_dn_5: 0.2913 (0.2854)  loss_giou: 0.5790 (0.5755)  loss_giou_aux_0: 0.6166 (0.6074)  loss_giou_aux_1: 0.5873 (0.5850)  loss_giou_aux_2: 0.5891 (0.5788)  loss_giou_aux_3: 0.5821 (0.5759)  loss_giou_aux_4: 0.5747 (0.5756)  loss_giou_aux_5: 0.6842 (0.6951)  loss_giou_dn_0: 0.7453 (0.7423)  loss_giou_dn_1: 0.6380 (0.6355)  loss_giou_dn_2: 0.6246 (0.6103)  loss_giou_dn_3: 0.6186 (0.6023)  loss_giou_dn_4: 0.6159 (0.6001)  loss_giou_dn_5: 0.6152 (0.6000)  loss_vfl: 0.7587 (0.7877)  loss_vfl_aux_0: 0.8917 (0.9342)  loss_vfl_aux_1: 0.8451 (0.8920)  loss_vfl_aux_2: 0.7887 (0.8322)  loss_vfl_aux_3: 0.7611 (0.8022)  loss_vfl_aux_4: 0.7637 (0.7903)  loss_vfl_aux_5: 0.8718 (0.9132)  loss_vfl_dn_0: 0.4866 (0.4924)  loss_vfl_dn_1: 0.4503 (0.4546)  loss_vfl_dn_2: 0.4316 (0.4378)  loss_vfl_dn_3: 0.4237 (0.4303)  loss_vfl_dn_4: 0.4202 (0.4282)  loss_vfl_dn_5: 0.4197 (0.4286)  time: 0.4788  data: 0.0140  max mem: 5653
Epoch: [4] Total time: 0:58:11 (0.4723 s / it)
Averaged stats: lr: 0.000010  loss: 19.9939 (19.9727)  loss_bbox: 0.2037 (0.2033)  loss_bbox_aux_0: 0.2179 (0.2204)  loss_bbox_aux_1: 0.2090 (0.2075)  loss_bbox_aux_2: 0.2043 (0.2041)  loss_bbox_aux_3: 0.2069 (0.2028)  loss_bbox_aux_4: 0.2021 (0.2032)  loss_bbox_aux_5: 0.2641 (0.2713)  loss_bbox_dn_0: 0.3660 (0.3851)  loss_bbox_dn_1: 0.3082 (0.3134)  loss_bbox_dn_2: 0.2968 (0.2947)  loss_bbox_dn_3: 0.2946 (0.2880)  loss_bbox_dn_4: 0.2926 (0.2859)  loss_bbox_dn_5: 0.2913 (0.2854)  loss_giou: 0.5790 (0.5755)  loss_giou_aux_0: 0.6166 (0.6074)  loss_giou_aux_1: 0.5873 (0.5850)  loss_giou_aux_2: 0.5891 (0.5788)  loss_giou_aux_3: 0.5821 (0.5759)  loss_giou_aux_4: 0.5747 (0.5756)  loss_giou_aux_5: 0.6842 (0.6951)  loss_giou_dn_0: 0.7453 (0.7423)  loss_giou_dn_1: 0.6380 (0.6355)  loss_giou_dn_2: 0.6246 (0.6103)  loss_giou_dn_3: 0.6186 (0.6023)  loss_giou_dn_4: 0.6159 (0.6001)  loss_giou_dn_5: 0.6152 (0.6000)  loss_vfl: 0.7587 (0.7877)  loss_vfl_aux_0: 0.8917 (0.9342)  loss_vfl_aux_1: 0.8451 (0.8920)  loss_vfl_aux_2: 0.7887 (0.8322)  loss_vfl_aux_3: 0.7611 (0.8022)  loss_vfl_aux_4: 0.7637 (0.7903)  loss_vfl_aux_5: 0.8718 (0.9132)  loss_vfl_dn_0: 0.4866 (0.4924)  loss_vfl_dn_1: 0.4503 (0.4546)  loss_vfl_dn_2: 0.4316 (0.4378)  loss_vfl_dn_3: 0.4237 (0.4303)  loss_vfl_dn_4: 0.4202 (0.4282)  loss_vfl_dn_5: 0.4197 (0.4286)
Test:  [  0/157]  eta: 0:03:56    time: 1.5035  data: 1.1142  max mem: 5653
Test:  [ 10/157]  eta: 0:01:10    time: 0.4812  data: 0.1231  max mem: 5653
Test:  [ 20/157]  eta: 0:00:59    time: 0.3773  data: 0.0245  max mem: 5653
Test:  [ 30/157]  eta: 0:00:52    time: 0.3762  data: 0.0264  max mem: 5653
Test:  [ 40/157]  eta: 0:00:47    time: 0.3795  data: 0.0270  max mem: 5653
Test:  [ 50/157]  eta: 0:00:43    time: 0.3848  data: 0.0263  max mem: 5653
Test:  [ 60/157]  eta: 0:00:38    time: 0.3861  data: 0.0259  max mem: 5653
Test:  [ 70/157]  eta: 0:00:34    time: 0.3768  data: 0.0256  max mem: 5653
Test:  [ 80/157]  eta: 0:00:30    time: 0.3773  data: 0.0252  max mem: 5653
Test:  [ 90/157]  eta: 0:00:26    time: 0.3837  data: 0.0249  max mem: 5653
Test:  [100/157]  eta: 0:00:22    time: 0.3768  data: 0.0256  max mem: 5653
Test:  [110/157]  eta: 0:00:20    time: 0.6374  data: 0.0254  max mem: 5653
Test:  [120/157]  eta: 0:00:15    time: 0.6380  data: 0.0259  max mem: 5653
Test:  [130/157]  eta: 0:00:11    time: 0.3782  data: 0.0264  max mem: 5653
Test:  [140/157]  eta: 0:00:07    time: 0.3750  data: 0.0256  max mem: 5653
Test:  [150/157]  eta: 0:00:02    time: 0.3627  data: 0.0265  max mem: 5653
Test:  [156/157]  eta: 0:00:00    time: 0.3522  data: 0.0256  max mem: 5653
Test: Total time: 0:01:05 (0.4183 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=29.71s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.442
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.611
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.477
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.256
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.484
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.626
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.353
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.590
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.667
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.463
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.717
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.869
best_stat:  {'epoch': 4, 'coco_eval_bbox': 0.4420781572273227}
Epoch: [5]  [   0/7393]  eta: 6:42:47  lr: 0.000010  loss: 19.0225 (19.0225)  loss_bbox: 0.1395 (0.1395)  loss_bbox_aux_0: 0.1506 (0.1506)  loss_bbox_aux_1: 0.1391 (0.1391)  loss_bbox_aux_2: 0.1325 (0.1325)  loss_bbox_aux_3: 0.1393 (0.1393)  loss_bbox_aux_4: 0.1404 (0.1404)  loss_bbox_aux_5: 0.1824 (0.1824)  loss_bbox_dn_0: 0.2626 (0.2626)  loss_bbox_dn_1: 0.2210 (0.2210)  loss_bbox_dn_2: 0.2038 (0.2038)  loss_bbox_dn_3: 0.1985 (0.1985)  loss_bbox_dn_4: 0.1972 (0.1972)  loss_bbox_dn_5: 0.1972 (0.1972)  loss_giou: 0.6439 (0.6439)  loss_giou_aux_0: 0.7071 (0.7071)  loss_giou_aux_1: 0.6879 (0.6879)  loss_giou_aux_2: 0.6561 (0.6561)  loss_giou_aux_3: 0.6474 (0.6474)  loss_giou_aux_4: 0.6455 (0.6455)  loss_giou_aux_5: 0.7577 (0.7577)  loss_giou_dn_0: 0.7968 (0.7968)  loss_giou_dn_1: 0.7045 (0.7045)  loss_giou_dn_2: 0.6734 (0.6734)  loss_giou_dn_3: 0.6615 (0.6615)  loss_giou_dn_4: 0.6600 (0.6600)  loss_giou_dn_5: 0.6603 (0.6603)  loss_vfl: 0.6812 (0.6812)  loss_vfl_aux_0: 0.7750 (0.7750)  loss_vfl_aux_1: 0.7560 (0.7560)  loss_vfl_aux_2: 0.7610 (0.7610)  loss_vfl_aux_3: 0.7077 (0.7077)  loss_vfl_aux_4: 0.6916 (0.6916)  loss_vfl_aux_5: 0.7944 (0.7944)  loss_vfl_dn_0: 0.4700 (0.4700)  loss_vfl_dn_1: 0.4458 (0.4458)  loss_vfl_dn_2: 0.4385 (0.4385)  loss_vfl_dn_3: 0.4336 (0.4336)  loss_vfl_dn_4: 0.4337 (0.4337)  loss_vfl_dn_5: 0.4278 (0.4278)  time: 3.2690  data: 1.3413  max mem: 5653
Epoch: [5]  [ 100/7393]  eta: 1:00:54  lr: 0.000010  loss: 19.9769 (19.6831)  loss_bbox: 0.1902 (0.1995)  loss_bbox_aux_0: 0.2124 (0.2126)  loss_bbox_aux_1: 0.1973 (0.1992)  loss_bbox_aux_2: 0.1896 (0.1988)  loss_bbox_aux_3: 0.1902 (0.1980)  loss_bbox_aux_4: 0.1915 (0.1989)  loss_bbox_aux_5: 0.2532 (0.2617)  loss_bbox_dn_0: 0.3615 (0.3641)  loss_bbox_dn_1: 0.2941 (0.2947)  loss_bbox_dn_2: 0.2682 (0.2763)  loss_bbox_dn_3: 0.2622 (0.2695)  loss_bbox_dn_4: 0.2599 (0.2674)  loss_bbox_dn_5: 0.2595 (0.2671)  loss_giou: 0.6325 (0.5895)  loss_giou_aux_0: 0.6686 (0.6210)  loss_giou_aux_1: 0.6440 (0.5979)  loss_giou_aux_2: 0.6384 (0.5914)  loss_giou_aux_3: 0.6316 (0.5902)  loss_giou_aux_4: 0.6317 (0.5893)  loss_giou_aux_5: 0.7310 (0.7063)  loss_giou_dn_0: 0.7590 (0.7415)  loss_giou_dn_1: 0.6479 (0.6373)  loss_giou_dn_2: 0.6344 (0.6119)  loss_giou_dn_3: 0.6232 (0.6041)  loss_giou_dn_4: 0.6217 (0.6020)  loss_giou_dn_5: 0.6212 (0.6020)  loss_vfl: 0.7332 (0.7570)  loss_vfl_aux_0: 0.8651 (0.9080)  loss_vfl_aux_1: 0.8098 (0.8614)  loss_vfl_aux_2: 0.7529 (0.8049)  loss_vfl_aux_3: 0.7408 (0.7709)  loss_vfl_aux_4: 0.7415 (0.7602)  loss_vfl_aux_5: 0.8589 (0.8842)  loss_vfl_dn_0: 0.4838 (0.4889)  loss_vfl_dn_1: 0.4513 (0.4500)  loss_vfl_dn_2: 0.4353 (0.4330)  loss_vfl_dn_3: 0.4253 (0.4255)  loss_vfl_dn_4: 0.4247 (0.4235)  loss_vfl_dn_5: 0.4245 (0.4234)  time: 0.4680  data: 0.0141  max mem: 5653
Epoch: [5]  [ 200/7393]  eta: 0:58:13  lr: 0.000010  loss: 19.3717 (19.6346)  loss_bbox: 0.1941 (0.1957)  loss_bbox_aux_0: 0.2096 (0.2103)  loss_bbox_aux_1: 0.1911 (0.1982)  loss_bbox_aux_2: 0.1914 (0.1961)  loss_bbox_aux_3: 0.1957 (0.1961)  loss_bbox_aux_4: 0.1947 (0.1956)  loss_bbox_aux_5: 0.2558 (0.2606)  loss_bbox_dn_0: 0.3472 (0.3629)  loss_bbox_dn_1: 0.2837 (0.2938)  loss_bbox_dn_2: 0.2682 (0.2754)  loss_bbox_dn_3: 0.2581 (0.2686)  loss_bbox_dn_4: 0.2542 (0.2666)  loss_bbox_dn_5: 0.2531 (0.2662)  loss_giou: 0.5936 (0.5814)  loss_giou_aux_0: 0.6350 (0.6119)  loss_giou_aux_1: 0.5987 (0.5896)  loss_giou_aux_2: 0.5960 (0.5839)  loss_giou_aux_3: 0.5979 (0.5829)  loss_giou_aux_4: 0.5943 (0.5812)  loss_giou_aux_5: 0.7166 (0.7008)  loss_giou_dn_0: 0.7516 (0.7389)  loss_giou_dn_1: 0.6449 (0.6343)  loss_giou_dn_2: 0.6231 (0.6093)  loss_giou_dn_3: 0.6151 (0.6011)  loss_giou_dn_4: 0.6117 (0.5989)  loss_giou_dn_5: 0.6114 (0.5989)  loss_vfl: 0.7511 (0.7656)  loss_vfl_aux_0: 0.9043 (0.9122)  loss_vfl_aux_1: 0.8635 (0.8665)  loss_vfl_aux_2: 0.8057 (0.8096)  loss_vfl_aux_3: 0.7529 (0.7756)  loss_vfl_aux_4: 0.7651 (0.7698)  loss_vfl_aux_5: 0.8711 (0.8868)  loss_vfl_dn_0: 0.4863 (0.4897)  loss_vfl_dn_1: 0.4446 (0.4512)  loss_vfl_dn_2: 0.4288 (0.4341)  loss_vfl_dn_3: 0.4184 (0.4263)  loss_vfl_dn_4: 0.4172 (0.4242)  loss_vfl_dn_5: 0.4178 (0.4240)  time: 0.4678  data: 0.0139  max mem: 5653
Epoch: [5]  [ 300/7393]  eta: 0:56:43  lr: 0.000010  loss: 19.9781 (19.6438)  loss_bbox: 0.1757 (0.1960)  loss_bbox_aux_0: 0.2000 (0.2102)  loss_bbox_aux_1: 0.1832 (0.1991)  loss_bbox_aux_2: 0.1788 (0.1970)  loss_bbox_aux_3: 0.1772 (0.1963)  loss_bbox_aux_4: 0.1757 (0.1959)  loss_bbox_aux_5: 0.2327 (0.2598)  loss_bbox_dn_0: 0.3408 (0.3643)  loss_bbox_dn_1: 0.2660 (0.2948)  loss_bbox_dn_2: 0.2468 (0.2766)  loss_bbox_dn_3: 0.2349 (0.2697)  loss_bbox_dn_4: 0.2328 (0.2675)  loss_bbox_dn_5: 0.2327 (0.2671)  loss_giou: 0.6154 (0.5819)  loss_giou_aux_0: 0.6516 (0.6120)  loss_giou_aux_1: 0.6263 (0.5904)  loss_giou_aux_2: 0.6201 (0.5846)  loss_giou_aux_3: 0.6132 (0.5831)  loss_giou_aux_4: 0.6159 (0.5818)  loss_giou_aux_5: 0.7285 (0.6992)  loss_giou_dn_0: 0.7647 (0.7383)  loss_giou_dn_1: 0.6681 (0.6334)  loss_giou_dn_2: 0.6406 (0.6083)  loss_giou_dn_3: 0.6302 (0.6000)  loss_giou_dn_4: 0.6284 (0.5977)  loss_giou_dn_5: 0.6284 (0.5977)  loss_vfl: 0.7834 (0.7673)  loss_vfl_aux_0: 0.8966 (0.9136)  loss_vfl_aux_1: 0.8538 (0.8668)  loss_vfl_aux_2: 0.8125 (0.8099)  loss_vfl_aux_3: 0.7974 (0.7782)  loss_vfl_aux_4: 0.7908 (0.7706)  loss_vfl_aux_5: 0.8598 (0.8868)  loss_vfl_dn_0: 0.4943 (0.4889)  loss_vfl_dn_1: 0.4556 (0.4508)  loss_vfl_dn_2: 0.4419 (0.4336)  loss_vfl_dn_3: 0.4350 (0.4263)  loss_vfl_dn_4: 0.4304 (0.4240)  loss_vfl_dn_5: 0.4297 (0.4241)  time: 0.4669  data: 0.0143  max mem: 5653
Epoch: [5]  [ 400/7393]  eta: 0:55:35  lr: 0.000010  loss: 19.3176 (19.7030)  loss_bbox: 0.1878 (0.1982)  loss_bbox_aux_0: 0.2142 (0.2122)  loss_bbox_aux_1: 0.1857 (0.2011)  loss_bbox_aux_2: 0.1945 (0.1989)  loss_bbox_aux_3: 0.1901 (0.1983)  loss_bbox_aux_4: 0.1877 (0.1978)  loss_bbox_aux_5: 0.2609 (0.2625)  loss_bbox_dn_0: 0.3455 (0.3675)  loss_bbox_dn_1: 0.2753 (0.2977)  loss_bbox_dn_2: 0.2574 (0.2796)  loss_bbox_dn_3: 0.2483 (0.2728)  loss_bbox_dn_4: 0.2467 (0.2706)  loss_bbox_dn_5: 0.2465 (0.2702)  loss_giou: 0.5710 (0.5822)  loss_giou_aux_0: 0.6109 (0.6126)  loss_giou_aux_1: 0.5866 (0.5911)  loss_giou_aux_2: 0.5773 (0.5852)  loss_giou_aux_3: 0.5791 (0.5832)  loss_giou_aux_4: 0.5830 (0.5819)  loss_giou_aux_5: 0.6991 (0.6999)  loss_giou_dn_0: 0.7465 (0.7383)  loss_giou_dn_1: 0.6568 (0.6335)  loss_giou_dn_2: 0.6302 (0.6084)  loss_giou_dn_3: 0.6224 (0.6004)  loss_giou_dn_4: 0.6203 (0.5981)  loss_giou_dn_5: 0.6212 (0.5982)  loss_vfl: 0.7318 (0.7712)  loss_vfl_aux_0: 0.8888 (0.9144)  loss_vfl_aux_1: 0.8425 (0.8697)  loss_vfl_aux_2: 0.7922 (0.8139)  loss_vfl_aux_3: 0.7453 (0.7825)  loss_vfl_aux_4: 0.7456 (0.7755)  loss_vfl_aux_5: 0.8662 (0.8892)  loss_vfl_dn_0: 0.4802 (0.4891)  loss_vfl_dn_1: 0.4400 (0.4508)  loss_vfl_dn_2: 0.4245 (0.4333)  loss_vfl_dn_3: 0.4182 (0.4260)  loss_vfl_dn_4: 0.4167 (0.4235)  loss_vfl_dn_5: 0.4160 (0.4236)  time: 0.4685  data: 0.0138  max mem: 5653
Epoch: [5]  [ 500/7393]  eta: 0:54:32  lr: 0.000010  loss: 19.6007 (19.7009)  loss_bbox: 0.1838 (0.1985)  loss_bbox_aux_0: 0.2041 (0.2121)  loss_bbox_aux_1: 0.1968 (0.2014)  loss_bbox_aux_2: 0.1876 (0.1986)  loss_bbox_aux_3: 0.1808 (0.1980)  loss_bbox_aux_4: 0.1878 (0.1979)  loss_bbox_aux_5: 0.2646 (0.2626)  loss_bbox_dn_0: 0.3712 (0.3694)  loss_bbox_dn_1: 0.3142 (0.2997)  loss_bbox_dn_2: 0.3012 (0.2816)  loss_bbox_dn_3: 0.2969 (0.2749)  loss_bbox_dn_4: 0.2939 (0.2727)  loss_bbox_dn_5: 0.2914 (0.2723)  loss_giou: 0.5515 (0.5789)  loss_giou_aux_0: 0.5748 (0.6093)  loss_giou_aux_1: 0.5656 (0.5879)  loss_giou_aux_2: 0.5588 (0.5815)  loss_giou_aux_3: 0.5573 (0.5798)  loss_giou_aux_4: 0.5510 (0.5787)  loss_giou_aux_5: 0.6638 (0.6967)  loss_giou_dn_0: 0.7320 (0.7368)  loss_giou_dn_1: 0.6299 (0.6315)  loss_giou_dn_2: 0.6107 (0.6066)  loss_giou_dn_3: 0.5985 (0.5986)  loss_giou_dn_4: 0.5958 (0.5964)  loss_giou_dn_5: 0.5955 (0.5964)  loss_vfl: 0.7750 (0.7729)  loss_vfl_aux_0: 0.9198 (0.9184)  loss_vfl_aux_1: 0.8834 (0.8726)  loss_vfl_aux_2: 0.8040 (0.8169)  loss_vfl_aux_3: 0.8178 (0.7858)  loss_vfl_aux_4: 0.7746 (0.7771)  loss_vfl_aux_5: 0.9272 (0.8934)  loss_vfl_dn_0: 0.4860 (0.4895)  loss_vfl_dn_1: 0.4449 (0.4506)  loss_vfl_dn_2: 0.4270 (0.4330)  loss_vfl_dn_3: 0.4213 (0.4256)  loss_vfl_dn_4: 0.4174 (0.4232)  loss_vfl_dn_5: 0.4180 (0.4233)  time: 0.4730  data: 0.0141  max mem: 5653
Epoch: [5]  [ 600/7393]  eta: 0:53:32  lr: 0.000010  loss: 19.9098 (19.7042)  loss_bbox: 0.1811 (0.1992)  loss_bbox_aux_0: 0.2036 (0.2133)  loss_bbox_aux_1: 0.1921 (0.2022)  loss_bbox_aux_2: 0.1867 (0.1995)  loss_bbox_aux_3: 0.1789 (0.1986)  loss_bbox_aux_4: 0.1820 (0.1988)  loss_bbox_aux_5: 0.2717 (0.2637)  loss_bbox_dn_0: 0.3337 (0.3692)  loss_bbox_dn_1: 0.2570 (0.2993)  loss_bbox_dn_2: 0.2467 (0.2813)  loss_bbox_dn_3: 0.2449 (0.2747)  loss_bbox_dn_4: 0.2418 (0.2725)  loss_bbox_dn_5: 0.2415 (0.2721)  loss_giou: 0.6115 (0.5805)  loss_giou_aux_0: 0.6392 (0.6109)  loss_giou_aux_1: 0.6146 (0.5894)  loss_giou_aux_2: 0.6077 (0.5832)  loss_giou_aux_3: 0.6021 (0.5813)  loss_giou_aux_4: 0.6108 (0.5802)  loss_giou_aux_5: 0.7207 (0.6985)  loss_giou_dn_0: 0.7389 (0.7370)  loss_giou_dn_1: 0.6361 (0.6315)  loss_giou_dn_2: 0.6115 (0.6067)  loss_giou_dn_3: 0.6043 (0.5987)  loss_giou_dn_4: 0.6036 (0.5966)  loss_giou_dn_5: 0.6032 (0.5966)  loss_vfl: 0.7334 (0.7711)  loss_vfl_aux_0: 0.8478 (0.9161)  loss_vfl_aux_1: 0.8371 (0.8708)  loss_vfl_aux_2: 0.7956 (0.8155)  loss_vfl_aux_3: 0.7720 (0.7845)  loss_vfl_aux_4: 0.7549 (0.7753)  loss_vfl_aux_5: 0.8720 (0.8920)  loss_vfl_dn_0: 0.4883 (0.4893)  loss_vfl_dn_1: 0.4522 (0.4502)  loss_vfl_dn_2: 0.4343 (0.4327)  loss_vfl_dn_3: 0.4287 (0.4254)  loss_vfl_dn_4: 0.4251 (0.4228)  loss_vfl_dn_5: 0.4244 (0.4229)  time: 0.4540  data: 0.0145  max mem: 5653
Epoch: [5]  [ 700/7393]  eta: 0:52:40  lr: 0.000010  loss: 18.9153 (19.6823)  loss_bbox: 0.1779 (0.1988)  loss_bbox_aux_0: 0.1979 (0.2133)  loss_bbox_aux_1: 0.1860 (0.2022)  loss_bbox_aux_2: 0.1801 (0.1994)  loss_bbox_aux_3: 0.1765 (0.1984)  loss_bbox_aux_4: 0.1754 (0.1984)  loss_bbox_aux_5: 0.2332 (0.2633)  loss_bbox_dn_0: 0.3175 (0.3688)  loss_bbox_dn_1: 0.2483 (0.2990)  loss_bbox_dn_2: 0.2287 (0.2810)  loss_bbox_dn_3: 0.2252 (0.2744)  loss_bbox_dn_4: 0.2242 (0.2723)  loss_bbox_dn_5: 0.2236 (0.2718)  loss_giou: 0.5529 (0.5783)  loss_giou_aux_0: 0.5714 (0.6091)  loss_giou_aux_1: 0.5425 (0.5874)  loss_giou_aux_2: 0.5402 (0.5810)  loss_giou_aux_3: 0.5515 (0.5793)  loss_giou_aux_4: 0.5529 (0.5782)  loss_giou_aux_5: 0.6637 (0.6962)  loss_giou_dn_0: 0.7097 (0.7360)  loss_giou_dn_1: 0.6032 (0.6302)  loss_giou_dn_2: 0.5917 (0.6053)  loss_giou_dn_3: 0.5857 (0.5974)  loss_giou_dn_4: 0.5844 (0.5953)  loss_giou_dn_5: 0.5843 (0.5953)  loss_vfl: 0.7452 (0.7724)  loss_vfl_aux_0: 0.9071 (0.9163)  loss_vfl_aux_1: 0.8253 (0.8708)  loss_vfl_aux_2: 0.7804 (0.8159)  loss_vfl_aux_3: 0.7400 (0.7851)  loss_vfl_aux_4: 0.7314 (0.7759)  loss_vfl_aux_5: 0.8521 (0.8934)  loss_vfl_dn_0: 0.4837 (0.4891)  loss_vfl_dn_1: 0.4462 (0.4500)  loss_vfl_dn_2: 0.4271 (0.4325)  loss_vfl_dn_3: 0.4192 (0.4252)  loss_vfl_dn_4: 0.4163 (0.4228)  loss_vfl_dn_5: 0.4167 (0.4228)  time: 0.4670  data: 0.0147  max mem: 5653
Epoch: [5]  [ 800/7393]  eta: 0:51:52  lr: 0.000010  loss: 19.0701 (19.6819)  loss_bbox: 0.1680 (0.1984)  loss_bbox_aux_0: 0.1936 (0.2133)  loss_bbox_aux_1: 0.1750 (0.2016)  loss_bbox_aux_2: 0.1805 (0.1989)  loss_bbox_aux_3: 0.1684 (0.1980)  loss_bbox_aux_4: 0.1589 (0.1980)  loss_bbox_aux_5: 0.2532 (0.2628)  loss_bbox_dn_0: 0.3596 (0.3693)  loss_bbox_dn_1: 0.2773 (0.2992)  loss_bbox_dn_2: 0.2597 (0.2813)  loss_bbox_dn_3: 0.2574 (0.2746)  loss_bbox_dn_4: 0.2561 (0.2725)  loss_bbox_dn_5: 0.2566 (0.2721)  loss_giou: 0.5150 (0.5773)  loss_giou_aux_0: 0.5283 (0.6079)  loss_giou_aux_1: 0.5162 (0.5863)  loss_giou_aux_2: 0.5055 (0.5801)  loss_giou_aux_3: 0.5180 (0.5781)  loss_giou_aux_4: 0.5116 (0.5771)  loss_giou_aux_5: 0.6380 (0.6951)  loss_giou_dn_0: 0.6901 (0.7359)  loss_giou_dn_1: 0.5823 (0.6300)  loss_giou_dn_2: 0.5574 (0.6051)  loss_giou_dn_3: 0.5437 (0.5972)  loss_giou_dn_4: 0.5391 (0.5950)  loss_giou_dn_5: 0.5381 (0.5950)  loss_vfl: 0.7571 (0.7736)  loss_vfl_aux_0: 0.9282 (0.9170)  loss_vfl_aux_1: 0.8690 (0.8719)  loss_vfl_aux_2: 0.7991 (0.8170)  loss_vfl_aux_3: 0.7736 (0.7866)  loss_vfl_aux_4: 0.7696 (0.7775)  loss_vfl_aux_5: 0.8999 (0.8951)  loss_vfl_dn_0: 0.4938 (0.4896)  loss_vfl_dn_1: 0.4484 (0.4502)  loss_vfl_dn_2: 0.4253 (0.4325)  loss_vfl_dn_3: 0.4157 (0.4251)  loss_vfl_dn_4: 0.4171 (0.4227)  loss_vfl_dn_5: 0.4161 (0.4228)  time: 0.4849  data: 0.0143  max mem: 5653
Epoch: [5]  [ 900/7393]  eta: 0:50:58  lr: 0.000010  loss: 19.7788 (19.6906)  loss_bbox: 0.2138 (0.1987)  loss_bbox_aux_0: 0.1999 (0.2135)  loss_bbox_aux_1: 0.2012 (0.2020)  loss_bbox_aux_2: 0.2046 (0.1996)  loss_bbox_aux_3: 0.2035 (0.1981)  loss_bbox_aux_4: 0.2098 (0.1983)  loss_bbox_aux_5: 0.2622 (0.2629)  loss_bbox_dn_0: 0.3477 (0.3699)  loss_bbox_dn_1: 0.2835 (0.2999)  loss_bbox_dn_2: 0.2671 (0.2820)  loss_bbox_dn_3: 0.2673 (0.2754)  loss_bbox_dn_4: 0.2695 (0.2733)  loss_bbox_dn_5: 0.2690 (0.2728)  loss_giou: 0.5832 (0.5771)  loss_giou_aux_0: 0.6233 (0.6075)  loss_giou_aux_1: 0.5901 (0.5860)  loss_giou_aux_2: 0.5867 (0.5799)  loss_giou_aux_3: 0.5829 (0.5777)  loss_giou_aux_4: 0.5834 (0.5768)  loss_giou_aux_5: 0.6824 (0.6947)  loss_giou_dn_0: 0.7335 (0.7356)  loss_giou_dn_1: 0.6353 (0.6299)  loss_giou_dn_2: 0.6075 (0.6051)  loss_giou_dn_3: 0.5980 (0.5972)  loss_giou_dn_4: 0.5963 (0.5950)  loss_giou_dn_5: 0.5961 (0.5950)  loss_vfl: 0.7540 (0.7744)  loss_vfl_aux_0: 0.8947 (0.9177)  loss_vfl_aux_1: 0.8839 (0.8726)  loss_vfl_aux_2: 0.8104 (0.8170)  loss_vfl_aux_3: 0.7681 (0.7876)  loss_vfl_aux_4: 0.7524 (0.7780)  loss_vfl_aux_5: 0.8856 (0.8959)  loss_vfl_dn_0: 0.4861 (0.4898)  loss_vfl_dn_1: 0.4449 (0.4503)  loss_vfl_dn_2: 0.4287 (0.4327)  loss_vfl_dn_3: 0.4209 (0.4252)  loss_vfl_dn_4: 0.4177 (0.4228)  loss_vfl_dn_5: 0.4179 (0.4229)  time: 0.4692  data: 0.0140  max mem: 5653
Epoch: [5]  [1000/7393]  eta: 0:50:10  lr: 0.000010  loss: 19.1188 (19.6796)  loss_bbox: 0.1888 (0.1986)  loss_bbox_aux_0: 0.2001 (0.2133)  loss_bbox_aux_1: 0.1817 (0.2017)  loss_bbox_aux_2: 0.1693 (0.1993)  loss_bbox_aux_3: 0.1758 (0.1979)  loss_bbox_aux_4: 0.1939 (0.1983)  loss_bbox_aux_5: 0.2547 (0.2630)  loss_bbox_dn_0: 0.3419 (0.3705)  loss_bbox_dn_1: 0.2788 (0.3003)  loss_bbox_dn_2: 0.2621 (0.2822)  loss_bbox_dn_3: 0.2526 (0.2755)  loss_bbox_dn_4: 0.2525 (0.2734)  loss_bbox_dn_5: 0.2532 (0.2729)  loss_giou: 0.5269 (0.5762)  loss_giou_aux_0: 0.5570 (0.6066)  loss_giou_aux_1: 0.5413 (0.5851)  loss_giou_aux_2: 0.5220 (0.5790)  loss_giou_aux_3: 0.5333 (0.5768)  loss_giou_aux_4: 0.5301 (0.5759)  loss_giou_aux_5: 0.6580 (0.6941)  loss_giou_dn_0: 0.7379 (0.7350)  loss_giou_dn_1: 0.6181 (0.6294)  loss_giou_dn_2: 0.5959 (0.6045)  loss_giou_dn_3: 0.5960 (0.5966)  loss_giou_dn_4: 0.5940 (0.5944)  loss_giou_dn_5: 0.5936 (0.5944)  loss_vfl: 0.8020 (0.7743)  loss_vfl_aux_0: 0.9001 (0.9177)  loss_vfl_aux_1: 0.8470 (0.8727)  loss_vfl_aux_2: 0.8324 (0.8170)  loss_vfl_aux_3: 0.7964 (0.7878)  loss_vfl_aux_4: 0.7877 (0.7779)  loss_vfl_aux_5: 0.8821 (0.8960)  loss_vfl_dn_0: 0.4869 (0.4897)  loss_vfl_dn_1: 0.4442 (0.4499)  loss_vfl_dn_2: 0.4230 (0.4323)  loss_vfl_dn_3: 0.4106 (0.4247)  loss_vfl_dn_4: 0.4099 (0.4224)  loss_vfl_dn_5: 0.4105 (0.4224)  time: 0.4846  data: 0.0138  max mem: 5653
Epoch: [5]  [1100/7393]  eta: 0:49:20  lr: 0.000010  loss: 19.2044 (19.6677)  loss_bbox: 0.1834 (0.1983)  loss_bbox_aux_0: 0.2109 (0.2130)  loss_bbox_aux_1: 0.1938 (0.2016)  loss_bbox_aux_2: 0.1913 (0.1991)  loss_bbox_aux_3: 0.1836 (0.1976)  loss_bbox_aux_4: 0.1784 (0.1979)  loss_bbox_aux_5: 0.2638 (0.2628)  loss_bbox_dn_0: 0.3841 (0.3703)  loss_bbox_dn_1: 0.3025 (0.3003)  loss_bbox_dn_2: 0.2842 (0.2823)  loss_bbox_dn_3: 0.2802 (0.2756)  loss_bbox_dn_4: 0.2786 (0.2735)  loss_bbox_dn_5: 0.2786 (0.2730)  loss_giou: 0.5255 (0.5750)  loss_giou_aux_0: 0.5466 (0.6051)  loss_giou_aux_1: 0.5250 (0.5838)  loss_giou_aux_2: 0.5318 (0.5779)  loss_giou_aux_3: 0.5204 (0.5755)  loss_giou_aux_4: 0.5256 (0.5747)  loss_giou_aux_5: 0.6448 (0.6925)  loss_giou_dn_0: 0.7192 (0.7342)  loss_giou_dn_1: 0.6017 (0.6288)  loss_giou_dn_2: 0.5760 (0.6039)  loss_giou_dn_3: 0.5697 (0.5961)  loss_giou_dn_4: 0.5690 (0.5939)  loss_giou_dn_5: 0.5692 (0.5939)  loss_vfl: 0.7618 (0.7747)  loss_vfl_aux_0: 0.8977 (0.9181)  loss_vfl_aux_1: 0.8653 (0.8728)  loss_vfl_aux_2: 0.8076 (0.8173)  loss_vfl_aux_3: 0.7747 (0.7881)  loss_vfl_aux_4: 0.7598 (0.7783)  loss_vfl_aux_5: 0.9178 (0.8972)  loss_vfl_dn_0: 0.4902 (0.4896)  loss_vfl_dn_1: 0.4488 (0.4497)  loss_vfl_dn_2: 0.4288 (0.4322)  loss_vfl_dn_3: 0.4241 (0.4246)  loss_vfl_dn_4: 0.4203 (0.4224)  loss_vfl_dn_5: 0.4198 (0.4224)  time: 0.4547  data: 0.0141  max mem: 5653
Epoch: [5]  [1200/7393]  eta: 0:48:33  lr: 0.000010  loss: 19.6386 (19.6685)  loss_bbox: 0.2086 (0.1988)  loss_bbox_aux_0: 0.2174 (0.2134)  loss_bbox_aux_1: 0.2144 (0.2022)  loss_bbox_aux_2: 0.2047 (0.1995)  loss_bbox_aux_3: 0.2062 (0.1982)  loss_bbox_aux_4: 0.2086 (0.1985)  loss_bbox_aux_5: 0.2670 (0.2634)  loss_bbox_dn_0: 0.3603 (0.3712)  loss_bbox_dn_1: 0.2850 (0.3010)  loss_bbox_dn_2: 0.2594 (0.2829)  loss_bbox_dn_3: 0.2543 (0.2762)  loss_bbox_dn_4: 0.2527 (0.2741)  loss_bbox_dn_5: 0.2528 (0.2736)  loss_giou: 0.5691 (0.5740)  loss_giou_aux_0: 0.5836 (0.6041)  loss_giou_aux_1: 0.5799 (0.5828)  loss_giou_aux_2: 0.5761 (0.5769)  loss_giou_aux_3: 0.5711 (0.5746)  loss_giou_aux_4: 0.5731 (0.5738)  loss_giou_aux_5: 0.6796 (0.6916)  loss_giou_dn_0: 0.7210 (0.7337)  loss_giou_dn_1: 0.6067 (0.6283)  loss_giou_dn_2: 0.5807 (0.6035)  loss_giou_dn_3: 0.5714 (0.5956)  loss_giou_dn_4: 0.5682 (0.5934)  loss_giou_dn_5: 0.5683 (0.5935)  loss_vfl: 0.7897 (0.7753)  loss_vfl_aux_0: 0.9124 (0.9189)  loss_vfl_aux_1: 0.8486 (0.8735)  loss_vfl_aux_2: 0.7938 (0.8177)  loss_vfl_aux_3: 0.7762 (0.7887)  loss_vfl_aux_4: 0.7851 (0.7788)  loss_vfl_aux_5: 0.8800 (0.8970)  loss_vfl_dn_0: 0.4799 (0.4895)  loss_vfl_dn_1: 0.4473 (0.4494)  loss_vfl_dn_2: 0.4318 (0.4319)  loss_vfl_dn_3: 0.4254 (0.4244)  loss_vfl_dn_4: 0.4250 (0.4222)  loss_vfl_dn_5: 0.4244 (0.4222)  time: 0.4712  data: 0.0140  max mem: 5653
Epoch: [5]  [1300/7393]  eta: 0:47:44  lr: 0.000010  loss: 19.3171 (19.6721)  loss_bbox: 0.1677 (0.1987)  loss_bbox_aux_0: 0.1834 (0.2134)  loss_bbox_aux_1: 0.1838 (0.2023)  loss_bbox_aux_2: 0.1754 (0.1995)  loss_bbox_aux_3: 0.1711 (0.1981)  loss_bbox_aux_4: 0.1680 (0.1983)  loss_bbox_aux_5: 0.2348 (0.2633)  loss_bbox_dn_0: 0.3578 (0.3714)  loss_bbox_dn_1: 0.2945 (0.3011)  loss_bbox_dn_2: 0.2751 (0.2829)  loss_bbox_dn_3: 0.2674 (0.2762)  loss_bbox_dn_4: 0.2657 (0.2741)  loss_bbox_dn_5: 0.2642 (0.2736)  loss_giou: 0.5087 (0.5741)  loss_giou_aux_0: 0.5545 (0.6045)  loss_giou_aux_1: 0.5401 (0.5832)  loss_giou_aux_2: 0.5134 (0.5773)  loss_giou_aux_3: 0.5098 (0.5748)  loss_giou_aux_4: 0.5094 (0.5740)  loss_giou_aux_5: 0.6341 (0.6916)  loss_giou_dn_0: 0.7259 (0.7338)  loss_giou_dn_1: 0.6116 (0.6285)  loss_giou_dn_2: 0.5787 (0.6036)  loss_giou_dn_3: 0.5649 (0.5957)  loss_giou_dn_4: 0.5608 (0.5935)  loss_giou_dn_5: 0.5609 (0.5935)  loss_vfl: 0.8010 (0.7755)  loss_vfl_aux_0: 0.9425 (0.9187)  loss_vfl_aux_1: 0.9156 (0.8730)  loss_vfl_aux_2: 0.8503 (0.8174)  loss_vfl_aux_3: 0.8176 (0.7889)  loss_vfl_aux_4: 0.8101 (0.7790)  loss_vfl_aux_5: 0.9660 (0.8974)  loss_vfl_dn_0: 0.4961 (0.4896)  loss_vfl_dn_1: 0.4483 (0.4496)  loss_vfl_dn_2: 0.4286 (0.4322)  loss_vfl_dn_3: 0.4261 (0.4247)  loss_vfl_dn_4: 0.4244 (0.4225)  loss_vfl_dn_5: 0.4252 (0.4225)  time: 0.4641  data: 0.0138  max mem: 5653
Epoch: [5]  [1400/7393]  eta: 0:47:22  lr: 0.000010  loss: 19.6476 (19.6853)  loss_bbox: 0.1760 (0.1996)  loss_bbox_aux_0: 0.1915 (0.2143)  loss_bbox_aux_1: 0.1790 (0.2032)  loss_bbox_aux_2: 0.1757 (0.2004)  loss_bbox_aux_3: 0.1823 (0.1989)  loss_bbox_aux_4: 0.1765 (0.1992)  loss_bbox_aux_5: 0.2420 (0.2645)  loss_bbox_dn_0: 0.3577 (0.3724)  loss_bbox_dn_1: 0.2664 (0.3017)  loss_bbox_dn_2: 0.2489 (0.2834)  loss_bbox_dn_3: 0.2434 (0.2766)  loss_bbox_dn_4: 0.2422 (0.2744)  loss_bbox_dn_5: 0.2421 (0.2740)  loss_giou: 0.5444 (0.5738)  loss_giou_aux_0: 0.5298 (0.6043)  loss_giou_aux_1: 0.5136 (0.5831)  loss_giou_aux_2: 0.5267 (0.5771)  loss_giou_aux_3: 0.5439 (0.5745)  loss_giou_aux_4: 0.5476 (0.5738)  loss_giou_aux_5: 0.6392 (0.6916)  loss_giou_dn_0: 0.7163 (0.7339)  loss_giou_dn_1: 0.6174 (0.6283)  loss_giou_dn_2: 0.5917 (0.6032)  loss_giou_dn_3: 0.5839 (0.5953)  loss_giou_dn_4: 0.5810 (0.5931)  loss_giou_dn_5: 0.5810 (0.5931)  loss_vfl: 0.7807 (0.7764)  loss_vfl_aux_0: 0.9120 (0.9197)  loss_vfl_aux_1: 0.8708 (0.8736)  loss_vfl_aux_2: 0.8312 (0.8183)  loss_vfl_aux_3: 0.7908 (0.7897)  loss_vfl_aux_4: 0.7844 (0.7798)  loss_vfl_aux_5: 0.8784 (0.8982)  loss_vfl_dn_0: 0.5014 (0.4897)  loss_vfl_dn_1: 0.4543 (0.4497)  loss_vfl_dn_2: 0.4433 (0.4323)  loss_vfl_dn_3: 0.4337 (0.4248)  loss_vfl_dn_4: 0.4308 (0.4226)  loss_vfl_dn_5: 0.4326 (0.4226)  time: 0.7804  data: 0.0140  max mem: 5653
Epoch: [5]  [1500/7393]  eta: 0:46:32  lr: 0.000010  loss: 19.3470 (19.6772)  loss_bbox: 0.1942 (0.1995)  loss_bbox_aux_0: 0.2090 (0.2142)  loss_bbox_aux_1: 0.1967 (0.2031)  loss_bbox_aux_2: 0.1914 (0.2002)  loss_bbox_aux_3: 0.1935 (0.1989)  loss_bbox_aux_4: 0.1944 (0.1991)  loss_bbox_aux_5: 0.2642 (0.2644)  loss_bbox_dn_0: 0.3632 (0.3730)  loss_bbox_dn_1: 0.2820 (0.3022)  loss_bbox_dn_2: 0.2655 (0.2839)  loss_bbox_dn_3: 0.2599 (0.2771)  loss_bbox_dn_4: 0.2547 (0.2749)  loss_bbox_dn_5: 0.2534 (0.2744)  loss_giou: 0.5392 (0.5722)  loss_giou_aux_0: 0.5850 (0.6028)  loss_giou_aux_1: 0.5529 (0.5814)  loss_giou_aux_2: 0.5328 (0.5755)  loss_giou_aux_3: 0.5367 (0.5730)  loss_giou_aux_4: 0.5404 (0.5721)  loss_giou_aux_5: 0.6514 (0.6898)  loss_giou_dn_0: 0.7242 (0.7329)  loss_giou_dn_1: 0.6203 (0.6274)  loss_giou_dn_2: 0.5901 (0.6022)  loss_giou_dn_3: 0.5830 (0.5943)  loss_giou_dn_4: 0.5797 (0.5921)  loss_giou_dn_5: 0.5792 (0.5921)  loss_vfl: 0.7954 (0.7771)  loss_vfl_aux_0: 0.9275 (0.9206)  loss_vfl_aux_1: 0.8519 (0.8747)  loss_vfl_aux_2: 0.8411 (0.8193)  loss_vfl_aux_3: 0.8049 (0.7905)  loss_vfl_aux_4: 0.7983 (0.7805)  loss_vfl_aux_5: 0.8846 (0.8996)  loss_vfl_dn_0: 0.4918 (0.4898)  loss_vfl_dn_1: 0.4445 (0.4497)  loss_vfl_dn_2: 0.4332 (0.4323)  loss_vfl_dn_3: 0.4279 (0.4248)  loss_vfl_dn_4: 0.4241 (0.4226)  loss_vfl_dn_5: 0.4244 (0.4226)  time: 0.4700  data: 0.0137  max mem: 5653
Epoch: [5]  [1600/7393]  eta: 0:45:44  lr: 0.000010  loss: 19.8950 (19.6754)  loss_bbox: 0.2004 (0.1993)  loss_bbox_aux_0: 0.2109 (0.2141)  loss_bbox_aux_1: 0.1966 (0.2027)  loss_bbox_aux_2: 0.2022 (0.1999)  loss_bbox_aux_3: 0.2020 (0.1988)  loss_bbox_aux_4: 0.2050 (0.1990)  loss_bbox_aux_5: 0.2518 (0.2640)  loss_bbox_dn_0: 0.4019 (0.3732)  loss_bbox_dn_1: 0.3327 (0.3025)  loss_bbox_dn_2: 0.3158 (0.2841)  loss_bbox_dn_3: 0.3165 (0.2773)  loss_bbox_dn_4: 0.3101 (0.2751)  loss_bbox_dn_5: 0.3092 (0.2747)  loss_giou: 0.5278 (0.5721)  loss_giou_aux_0: 0.5613 (0.6028)  loss_giou_aux_1: 0.5395 (0.5813)  loss_giou_aux_2: 0.5308 (0.5754)  loss_giou_aux_3: 0.5266 (0.5729)  loss_giou_aux_4: 0.5275 (0.5721)  loss_giou_aux_5: 0.6275 (0.6895)  loss_giou_dn_0: 0.7120 (0.7326)  loss_giou_dn_1: 0.6091 (0.6271)  loss_giou_dn_2: 0.5840 (0.6020)  loss_giou_dn_3: 0.5749 (0.5941)  loss_giou_dn_4: 0.5716 (0.5919)  loss_giou_dn_5: 0.5708 (0.5919)  loss_vfl: 0.7761 (0.7773)  loss_vfl_aux_0: 0.9211 (0.9210)  loss_vfl_aux_1: 0.8983 (0.8752)  loss_vfl_aux_2: 0.8342 (0.8192)  loss_vfl_aux_3: 0.8054 (0.7904)  loss_vfl_aux_4: 0.7876 (0.7806)  loss_vfl_aux_5: 0.8959 (0.9001)  loss_vfl_dn_0: 0.4923 (0.4898)  loss_vfl_dn_1: 0.4531 (0.4496)  loss_vfl_dn_2: 0.4367 (0.4322)  loss_vfl_dn_3: 0.4341 (0.4247)  loss_vfl_dn_4: 0.4296 (0.4225)  loss_vfl_dn_5: 0.4320 (0.4225)  time: 0.4751  data: 0.0142  max mem: 5653
Epoch: [5]  [1700/7393]  eta: 0:44:55  lr: 0.000010  loss: 19.0733 (19.6661)  loss_bbox: 0.1765 (0.1993)  loss_bbox_aux_0: 0.2078 (0.2144)  loss_bbox_aux_1: 0.1984 (0.2028)  loss_bbox_aux_2: 0.1858 (0.1999)  loss_bbox_aux_3: 0.1828 (0.1987)  loss_bbox_aux_4: 0.1791 (0.1990)  loss_bbox_aux_5: 0.2666 (0.2642)  loss_bbox_dn_0: 0.3957 (0.3739)  loss_bbox_dn_1: 0.3110 (0.3030)  loss_bbox_dn_2: 0.2879 (0.2845)  loss_bbox_dn_3: 0.2810 (0.2777)  loss_bbox_dn_4: 0.2771 (0.2755)  loss_bbox_dn_5: 0.2760 (0.2750)  loss_giou: 0.4516 (0.5708)  loss_giou_aux_0: 0.5057 (0.6018)  loss_giou_aux_1: 0.4841 (0.5801)  loss_giou_aux_2: 0.4848 (0.5741)  loss_giou_aux_3: 0.4517 (0.5716)  loss_giou_aux_4: 0.4596 (0.5708)  loss_giou_aux_5: 0.6081 (0.6885)  loss_giou_dn_0: 0.6848 (0.7321)  loss_giou_dn_1: 0.5677 (0.6264)  loss_giou_dn_2: 0.5360 (0.6013)  loss_giou_dn_3: 0.5276 (0.5934)  loss_giou_dn_4: 0.5266 (0.5911)  loss_giou_dn_5: 0.5269 (0.5911)  loss_vfl: 0.8040 (0.7776)  loss_vfl_aux_0: 0.9485 (0.9209)  loss_vfl_aux_1: 0.9006 (0.8753)  loss_vfl_aux_2: 0.8342 (0.8193)  loss_vfl_aux_3: 0.8303 (0.7908)  loss_vfl_aux_4: 0.7964 (0.7809)  loss_vfl_aux_5: 0.9175 (0.9004)  loss_vfl_dn_0: 0.4828 (0.4898)  loss_vfl_dn_1: 0.4474 (0.4495)  loss_vfl_dn_2: 0.4275 (0.4320)  loss_vfl_dn_3: 0.4229 (0.4245)  loss_vfl_dn_4: 0.4204 (0.4223)  loss_vfl_dn_5: 0.4203 (0.4223)  time: 0.4740  data: 0.0144  max mem: 5653
Epoch: [5]  [1800/7393]  eta: 0:44:06  lr: 0.000010  loss: 19.5752 (19.6580)  loss_bbox: 0.1756 (0.1992)  loss_bbox_aux_0: 0.1960 (0.2144)  loss_bbox_aux_1: 0.1876 (0.2027)  loss_bbox_aux_2: 0.1825 (0.1998)  loss_bbox_aux_3: 0.1782 (0.1986)  loss_bbox_aux_4: 0.1765 (0.1989)  loss_bbox_aux_5: 0.2396 (0.2638)  loss_bbox_dn_0: 0.3635 (0.3736)  loss_bbox_dn_1: 0.3046 (0.3028)  loss_bbox_dn_2: 0.2862 (0.2844)  loss_bbox_dn_3: 0.2857 (0.2775)  loss_bbox_dn_4: 0.2839 (0.2753)  loss_bbox_dn_5: 0.2837 (0.2748)  loss_giou: 0.5626 (0.5711)  loss_giou_aux_0: 0.6005 (0.6020)  loss_giou_aux_1: 0.5641 (0.5802)  loss_giou_aux_2: 0.5656 (0.5742)  loss_giou_aux_3: 0.5587 (0.5718)  loss_giou_aux_4: 0.5648 (0.5709)  loss_giou_aux_5: 0.6805 (0.6883)  loss_giou_dn_0: 0.7235 (0.7317)  loss_giou_dn_1: 0.6071 (0.6261)  loss_giou_dn_2: 0.5749 (0.6010)  loss_giou_dn_3: 0.5665 (0.5931)  loss_giou_dn_4: 0.5634 (0.5909)  loss_giou_dn_5: 0.5627 (0.5909)  loss_vfl: 0.7608 (0.7770)  loss_vfl_aux_0: 0.8911 (0.9200)  loss_vfl_aux_1: 0.8389 (0.8743)  loss_vfl_aux_2: 0.8129 (0.8187)  loss_vfl_aux_3: 0.7802 (0.7903)  loss_vfl_aux_4: 0.7546 (0.7803)  loss_vfl_aux_5: 0.8672 (0.9001)  loss_vfl_dn_0: 0.4899 (0.4897)  loss_vfl_dn_1: 0.4489 (0.4493)  loss_vfl_dn_2: 0.4300 (0.4318)  loss_vfl_dn_3: 0.4239 (0.4243)  loss_vfl_dn_4: 0.4210 (0.4221)  loss_vfl_dn_5: 0.4257 (0.4222)  time: 0.4666  data: 0.0145  max mem: 5653
Epoch: [5]  [1900/7393]  eta: 0:43:19  lr: 0.000010  loss: 19.2815 (19.6586)  loss_bbox: 0.2022 (0.1996)  loss_bbox_aux_0: 0.2249 (0.2148)  loss_bbox_aux_1: 0.2183 (0.2032)  loss_bbox_aux_2: 0.2106 (0.2002)  loss_bbox_aux_3: 0.2030 (0.1990)  loss_bbox_aux_4: 0.1964 (0.1992)  loss_bbox_aux_5: 0.2611 (0.2644)  loss_bbox_dn_0: 0.3651 (0.3736)  loss_bbox_dn_1: 0.2961 (0.3029)  loss_bbox_dn_2: 0.2758 (0.2844)  loss_bbox_dn_3: 0.2720 (0.2776)  loss_bbox_dn_4: 0.2722 (0.2754)  loss_bbox_dn_5: 0.2713 (0.2749)  loss_giou: 0.5573 (0.5709)  loss_giou_aux_0: 0.5776 (0.6020)  loss_giou_aux_1: 0.5596 (0.5802)  loss_giou_aux_2: 0.5602 (0.5741)  loss_giou_aux_3: 0.5520 (0.5716)  loss_giou_aux_4: 0.5536 (0.5708)  loss_giou_aux_5: 0.6627 (0.6885)  loss_giou_dn_0: 0.7311 (0.7313)  loss_giou_dn_1: 0.6041 (0.6258)  loss_giou_dn_2: 0.5806 (0.6008)  loss_giou_dn_3: 0.5797 (0.5929)  loss_giou_dn_4: 0.5764 (0.5907)  loss_giou_dn_5: 0.5757 (0.5906)  loss_vfl: 0.7792 (0.7768)  loss_vfl_aux_0: 0.9217 (0.9200)  loss_vfl_aux_1: 0.9138 (0.8745)  loss_vfl_aux_2: 0.7990 (0.8187)  loss_vfl_aux_3: 0.8129 (0.7901)  loss_vfl_aux_4: 0.7855 (0.7801)  loss_vfl_aux_5: 0.9031 (0.8997)  loss_vfl_dn_0: 0.5001 (0.4898)  loss_vfl_dn_1: 0.4455 (0.4493)  loss_vfl_dn_2: 0.4329 (0.4319)  loss_vfl_dn_3: 0.4242 (0.4243)  loss_vfl_dn_4: 0.4229 (0.4221)  loss_vfl_dn_5: 0.4226 (0.4221)  time: 0.4680  data: 0.0143  max mem: 5653
Epoch: [5]  [2000/7393]  eta: 0:42:48  lr: 0.000010  loss: 19.7342 (19.6549)  loss_bbox: 0.1810 (0.1995)  loss_bbox_aux_0: 0.1965 (0.2146)  loss_bbox_aux_1: 0.1948 (0.2030)  loss_bbox_aux_2: 0.1831 (0.2000)  loss_bbox_aux_3: 0.1890 (0.1990)  loss_bbox_aux_4: 0.1840 (0.1992)  loss_bbox_aux_5: 0.2416 (0.2642)  loss_bbox_dn_0: 0.2981 (0.3729)  loss_bbox_dn_1: 0.2459 (0.3024)  loss_bbox_dn_2: 0.2241 (0.2840)  loss_bbox_dn_3: 0.2190 (0.2772)  loss_bbox_dn_4: 0.2170 (0.2750)  loss_bbox_dn_5: 0.2164 (0.2745)  loss_giou: 0.6654 (0.5712)  loss_giou_aux_0: 0.6670 (0.6020)  loss_giou_aux_1: 0.6668 (0.5802)  loss_giou_aux_2: 0.6766 (0.5743)  loss_giou_aux_3: 0.6607 (0.5718)  loss_giou_aux_4: 0.6674 (0.5710)  loss_giou_aux_5: 0.7664 (0.6886)  loss_giou_dn_0: 0.7718 (0.7314)  loss_giou_dn_1: 0.6732 (0.6259)  loss_giou_dn_2: 0.6503 (0.6009)  loss_giou_dn_3: 0.6482 (0.5930)  loss_giou_dn_4: 0.6457 (0.5908)  loss_giou_dn_5: 0.6456 (0.5908)  loss_vfl: 0.7560 (0.7763)  loss_vfl_aux_0: 0.8627 (0.9196)  loss_vfl_aux_1: 0.8483 (0.8743)  loss_vfl_aux_2: 0.7849 (0.8185)  loss_vfl_aux_3: 0.7444 (0.7898)  loss_vfl_aux_4: 0.7443 (0.7797)  loss_vfl_aux_5: 0.8307 (0.8992)  loss_vfl_dn_0: 0.4841 (0.4898)  loss_vfl_dn_1: 0.4470 (0.4493)  loss_vfl_dn_2: 0.4313 (0.4319)  loss_vfl_dn_3: 0.4252 (0.4244)  loss_vfl_dn_4: 0.4232 (0.4222)  loss_vfl_dn_5: 0.4215 (0.4222)  time: 0.7695  data: 0.0139  max mem: 5653
Epoch: [5]  [2100/7393]  eta: 0:42:11  lr: 0.000010  loss: 19.7047 (19.6511)  loss_bbox: 0.1986 (0.1997)  loss_bbox_aux_0: 0.2150 (0.2148)  loss_bbox_aux_1: 0.2074 (0.2031)  loss_bbox_aux_2: 0.1924 (0.2002)  loss_bbox_aux_3: 0.1958 (0.1990)  loss_bbox_aux_4: 0.2025 (0.1993)  loss_bbox_aux_5: 0.2664 (0.2643)  loss_bbox_dn_0: 0.3933 (0.3734)  loss_bbox_dn_1: 0.3244 (0.3028)  loss_bbox_dn_2: 0.3038 (0.2844)  loss_bbox_dn_3: 0.3042 (0.2775)  loss_bbox_dn_4: 0.3001 (0.2753)  loss_bbox_dn_5: 0.2969 (0.2749)  loss_giou: 0.5657 (0.5705)  loss_giou_aux_0: 0.5760 (0.6012)  loss_giou_aux_1: 0.5699 (0.5794)  loss_giou_aux_2: 0.5746 (0.5735)  loss_giou_aux_3: 0.5665 (0.5710)  loss_giou_aux_4: 0.5635 (0.5703)  loss_giou_aux_5: 0.6718 (0.6877)  loss_giou_dn_0: 0.7425 (0.7309)  loss_giou_dn_1: 0.6304 (0.6255)  loss_giou_dn_2: 0.6004 (0.6004)  loss_giou_dn_3: 0.5982 (0.5926)  loss_giou_dn_4: 0.5963 (0.5903)  loss_giou_dn_5: 0.5965 (0.5903)  loss_vfl: 0.7772 (0.7763)  loss_vfl_aux_0: 0.9196 (0.9201)  loss_vfl_aux_1: 0.8985 (0.8749)  loss_vfl_aux_2: 0.8289 (0.8187)  loss_vfl_aux_3: 0.7932 (0.7900)  loss_vfl_aux_4: 0.7815 (0.7798)  loss_vfl_aux_5: 0.9041 (0.8996)  loss_vfl_dn_0: 0.4849 (0.4898)  loss_vfl_dn_1: 0.4446 (0.4493)  loss_vfl_dn_2: 0.4268 (0.4318)  loss_vfl_dn_3: 0.4256 (0.4244)  loss_vfl_dn_4: 0.4240 (0.4221)  loss_vfl_dn_5: 0.4226 (0.4222)  time: 0.4705  data: 0.0145  max mem: 5653
Epoch: [5]  [2200/7393]  eta: 0:41:22  lr: 0.000010  loss: 19.8845 (19.6540)  loss_bbox: 0.1991 (0.1998)  loss_bbox_aux_0: 0.2221 (0.2151)  loss_bbox_aux_1: 0.1989 (0.2033)  loss_bbox_aux_2: 0.2037 (0.2004)  loss_bbox_aux_3: 0.2028 (0.1992)  loss_bbox_aux_4: 0.1966 (0.1995)  loss_bbox_aux_5: 0.2791 (0.2647)  loss_bbox_dn_0: 0.4121 (0.3745)  loss_bbox_dn_1: 0.3478 (0.3038)  loss_bbox_dn_2: 0.3244 (0.2853)  loss_bbox_dn_3: 0.3133 (0.2784)  loss_bbox_dn_4: 0.3096 (0.2762)  loss_bbox_dn_5: 0.3084 (0.2757)  loss_giou: 0.5076 (0.5694)  loss_giou_aux_0: 0.5473 (0.6001)  loss_giou_aux_1: 0.5314 (0.5783)  loss_giou_aux_2: 0.5387 (0.5725)  loss_giou_aux_3: 0.5174 (0.5700)  loss_giou_aux_4: 0.5079 (0.5693)  loss_giou_aux_5: 0.6539 (0.6866)  loss_giou_dn_0: 0.7222 (0.7304)  loss_giou_dn_1: 0.6240 (0.6251)  loss_giou_dn_2: 0.5930 (0.5999)  loss_giou_dn_3: 0.5828 (0.5921)  loss_giou_dn_4: 0.5786 (0.5898)  loss_giou_dn_5: 0.5785 (0.5898)  loss_vfl: 0.7831 (0.7769)  loss_vfl_aux_0: 1.0316 (0.9215)  loss_vfl_aux_1: 0.9130 (0.8761)  loss_vfl_aux_2: 0.8362 (0.8196)  loss_vfl_aux_3: 0.7885 (0.7905)  loss_vfl_aux_4: 0.7777 (0.7803)  loss_vfl_aux_5: 0.9396 (0.9003)  loss_vfl_dn_0: 0.4901 (0.4900)  loss_vfl_dn_1: 0.4494 (0.4493)  loss_vfl_dn_2: 0.4383 (0.4318)  loss_vfl_dn_3: 0.4285 (0.4243)  loss_vfl_dn_4: 0.4252 (0.4221)  loss_vfl_dn_5: 0.4238 (0.4221)  time: 0.4742  data: 0.0141  max mem: 5653
Epoch: [5]  [2300/7393]  eta: 0:40:46  lr: 0.000010  loss: 19.8371 (19.6552)  loss_bbox: 0.1996 (0.1997)  loss_bbox_aux_0: 0.2176 (0.2152)  loss_bbox_aux_1: 0.2016 (0.2033)  loss_bbox_aux_2: 0.1967 (0.2003)  loss_bbox_aux_3: 0.1935 (0.1990)  loss_bbox_aux_4: 0.2043 (0.1994)  loss_bbox_aux_5: 0.2735 (0.2648)  loss_bbox_dn_0: 0.3687 (0.3750)  loss_bbox_dn_1: 0.3085 (0.3044)  loss_bbox_dn_2: 0.2898 (0.2859)  loss_bbox_dn_3: 0.2857 (0.2790)  loss_bbox_dn_4: 0.2844 (0.2768)  loss_bbox_dn_5: 0.2840 (0.2763)  loss_giou: 0.5548 (0.5684)  loss_giou_aux_0: 0.5982 (0.5992)  loss_giou_aux_1: 0.5780 (0.5774)  loss_giou_aux_2: 0.5703 (0.5716)  loss_giou_aux_3: 0.5573 (0.5690)  loss_giou_aux_4: 0.5564 (0.5683)  loss_giou_aux_5: 0.6697 (0.6857)  loss_giou_dn_0: 0.7262 (0.7300)  loss_giou_dn_1: 0.6196 (0.6246)  loss_giou_dn_2: 0.5899 (0.5995)  loss_giou_dn_3: 0.5837 (0.5916)  loss_giou_dn_4: 0.5809 (0.5893)  loss_giou_dn_5: 0.5809 (0.5893)  loss_vfl: 0.8107 (0.7782)  loss_vfl_aux_0: 0.9055 (0.9224)  loss_vfl_aux_1: 0.8913 (0.8770)  loss_vfl_aux_2: 0.8523 (0.8207)  loss_vfl_aux_3: 0.8197 (0.7919)  loss_vfl_aux_4: 0.8085 (0.7814)  loss_vfl_aux_5: 0.9238 (0.9011)  loss_vfl_dn_0: 0.4886 (0.4901)  loss_vfl_dn_1: 0.4463 (0.4493)  loss_vfl_dn_2: 0.4307 (0.4318)  loss_vfl_dn_3: 0.4216 (0.4243)  loss_vfl_dn_4: 0.4197 (0.4221)  loss_vfl_dn_5: 0.4215 (0.4221)  time: 0.4687  data: 0.0146  max mem: 5653
Epoch: [5]  [2400/7393]  eta: 0:39:56  lr: 0.000010  loss: 19.0896 (19.6512)  loss_bbox: 0.1970 (0.1995)  loss_bbox_aux_0: 0.2023 (0.2151)  loss_bbox_aux_1: 0.1989 (0.2032)  loss_bbox_aux_2: 0.1908 (0.2002)  loss_bbox_aux_3: 0.1964 (0.1989)  loss_bbox_aux_4: 0.1942 (0.1993)  loss_bbox_aux_5: 0.2537 (0.2647)  loss_bbox_dn_0: 0.4034 (0.3748)  loss_bbox_dn_1: 0.3143 (0.3041)  loss_bbox_dn_2: 0.2895 (0.2856)  loss_bbox_dn_3: 0.2828 (0.2788)  loss_bbox_dn_4: 0.2818 (0.2765)  loss_bbox_dn_5: 0.2812 (0.2761)  loss_giou: 0.5190 (0.5688)  loss_giou_aux_0: 0.5563 (0.5996)  loss_giou_aux_1: 0.5279 (0.5777)  loss_giou_aux_2: 0.5283 (0.5719)  loss_giou_aux_3: 0.5179 (0.5694)  loss_giou_aux_4: 0.5223 (0.5687)  loss_giou_aux_5: 0.6341 (0.6859)  loss_giou_dn_0: 0.7113 (0.7303)  loss_giou_dn_1: 0.6030 (0.6249)  loss_giou_dn_2: 0.5685 (0.5998)  loss_giou_dn_3: 0.5594 (0.5919)  loss_giou_dn_4: 0.5562 (0.5896)  loss_giou_dn_5: 0.5564 (0.5896)  loss_vfl: 0.7614 (0.7774)  loss_vfl_aux_0: 0.9195 (0.9216)  loss_vfl_aux_1: 0.8699 (0.8763)  loss_vfl_aux_2: 0.7997 (0.8199)  loss_vfl_aux_3: 0.7709 (0.7911)  loss_vfl_aux_4: 0.7611 (0.7806)  loss_vfl_aux_5: 0.9076 (0.9004)  loss_vfl_dn_0: 0.4808 (0.4899)  loss_vfl_dn_1: 0.4434 (0.4492)  loss_vfl_dn_2: 0.4220 (0.4317)  loss_vfl_dn_3: 0.4103 (0.4242)  loss_vfl_dn_4: 0.4034 (0.4219)  loss_vfl_dn_5: 0.4061 (0.4220)  time: 0.4711  data: 0.0140  max mem: 5653
Epoch: [5]  [2500/7393]  eta: 0:39:05  lr: 0.000010  loss: 19.7325 (19.6568)  loss_bbox: 0.2023 (0.1995)  loss_bbox_aux_0: 0.2266 (0.2152)  loss_bbox_aux_1: 0.2103 (0.2032)  loss_bbox_aux_2: 0.1931 (0.2002)  loss_bbox_aux_3: 0.2075 (0.1989)  loss_bbox_aux_4: 0.2095 (0.1993)  loss_bbox_aux_5: 0.2804 (0.2648)  loss_bbox_dn_0: 0.3633 (0.3748)  loss_bbox_dn_1: 0.3030 (0.3042)  loss_bbox_dn_2: 0.2894 (0.2857)  loss_bbox_dn_3: 0.2840 (0.2788)  loss_bbox_dn_4: 0.2788 (0.2765)  loss_bbox_dn_5: 0.2778 (0.2761)  loss_giou: 0.6183 (0.5693)  loss_giou_aux_0: 0.6428 (0.6002)  loss_giou_aux_1: 0.6210 (0.5782)  loss_giou_aux_2: 0.6199 (0.5724)  loss_giou_aux_3: 0.6203 (0.5698)  loss_giou_aux_4: 0.6153 (0.5692)  loss_giou_aux_5: 0.7319 (0.6864)  loss_giou_dn_0: 0.7605 (0.7306)  loss_giou_dn_1: 0.6643 (0.6253)  loss_giou_dn_2: 0.6435 (0.6002)  loss_giou_dn_3: 0.6346 (0.5923)  loss_giou_dn_4: 0.6307 (0.5900)  loss_giou_dn_5: 0.6309 (0.5900)  loss_vfl: 0.7294 (0.7775)  loss_vfl_aux_0: 0.8909 (0.9213)  loss_vfl_aux_1: 0.8136 (0.8760)  loss_vfl_aux_2: 0.7826 (0.8200)  loss_vfl_aux_3: 0.7429 (0.7911)  loss_vfl_aux_4: 0.7228 (0.7806)  loss_vfl_aux_5: 0.8537 (0.9001)  loss_vfl_dn_0: 0.4834 (0.4899)  loss_vfl_dn_1: 0.4403 (0.4492)  loss_vfl_dn_2: 0.4248 (0.4317)  loss_vfl_dn_3: 0.4163 (0.4243)  loss_vfl_dn_4: 0.4151 (0.4220)  loss_vfl_dn_5: 0.4139 (0.4221)  time: 0.4690  data: 0.0144  max mem: 5653
Epoch: [5]  [2600/7393]  eta: 0:38:15  lr: 0.000010  loss: 19.9112 (19.6572)  loss_bbox: 0.2123 (0.1996)  loss_bbox_aux_0: 0.2186 (0.2154)  loss_bbox_aux_1: 0.2084 (0.2034)  loss_bbox_aux_2: 0.2096 (0.2003)  loss_bbox_aux_3: 0.2086 (0.1990)  loss_bbox_aux_4: 0.2131 (0.1993)  loss_bbox_aux_5: 0.2785 (0.2650)  loss_bbox_dn_0: 0.3835 (0.3751)  loss_bbox_dn_1: 0.3141 (0.3045)  loss_bbox_dn_2: 0.2983 (0.2860)  loss_bbox_dn_3: 0.2935 (0.2791)  loss_bbox_dn_4: 0.2910 (0.2768)  loss_bbox_dn_5: 0.2910 (0.2763)  loss_giou: 0.5521 (0.5691)  loss_giou_aux_0: 0.5813 (0.6000)  loss_giou_aux_1: 0.5650 (0.5781)  loss_giou_aux_2: 0.5587 (0.5722)  loss_giou_aux_3: 0.5518 (0.5696)  loss_giou_aux_4: 0.5492 (0.5690)  loss_giou_aux_5: 0.6672 (0.6862)  loss_giou_dn_0: 0.7328 (0.7308)  loss_giou_dn_1: 0.6217 (0.6253)  loss_giou_dn_2: 0.5966 (0.6002)  loss_giou_dn_3: 0.5890 (0.5923)  loss_giou_dn_4: 0.5841 (0.5900)  loss_giou_dn_5: 0.5834 (0.5900)  loss_vfl: 0.7690 (0.7774)  loss_vfl_aux_0: 0.9142 (0.9211)  loss_vfl_aux_1: 0.8775 (0.8758)  loss_vfl_aux_2: 0.8031 (0.8198)  loss_vfl_aux_3: 0.7735 (0.7911)  loss_vfl_aux_4: 0.7606 (0.7805)  loss_vfl_aux_5: 0.9134 (0.8999)  loss_vfl_dn_0: 0.4930 (0.4899)  loss_vfl_dn_1: 0.4493 (0.4492)  loss_vfl_dn_2: 0.4290 (0.4317)  loss_vfl_dn_3: 0.4200 (0.4242)  loss_vfl_dn_4: 0.4179 (0.4220)  loss_vfl_dn_5: 0.4191 (0.4220)  time: 0.4674  data: 0.0138  max mem: 5653
Epoch: [5]  [2700/7393]  eta: 0:37:24  lr: 0.000010  loss: 19.6834 (19.6534)  loss_bbox: 0.1957 (0.1997)  loss_bbox_aux_0: 0.2039 (0.2155)  loss_bbox_aux_1: 0.1970 (0.2035)  loss_bbox_aux_2: 0.1848 (0.2004)  loss_bbox_aux_3: 0.1850 (0.1991)  loss_bbox_aux_4: 0.1956 (0.1994)  loss_bbox_aux_5: 0.2384 (0.2652)  loss_bbox_dn_0: 0.3509 (0.3755)  loss_bbox_dn_1: 0.2840 (0.3048)  loss_bbox_dn_2: 0.2692 (0.2863)  loss_bbox_dn_3: 0.2630 (0.2794)  loss_bbox_dn_4: 0.2612 (0.2771)  loss_bbox_dn_5: 0.2614 (0.2766)  loss_giou: 0.5168 (0.5682)  loss_giou_aux_0: 0.5399 (0.5991)  loss_giou_aux_1: 0.5267 (0.5772)  loss_giou_aux_2: 0.5225 (0.5713)  loss_giou_aux_3: 0.5292 (0.5687)  loss_giou_aux_4: 0.5194 (0.5681)  loss_giou_aux_5: 0.6384 (0.6854)  loss_giou_dn_0: 0.7093 (0.7304)  loss_giou_dn_1: 0.6088 (0.6248)  loss_giou_dn_2: 0.5832 (0.5996)  loss_giou_dn_3: 0.5721 (0.5917)  loss_giou_dn_4: 0.5688 (0.5894)  loss_giou_dn_5: 0.5683 (0.5894)  loss_vfl: 0.7754 (0.7779)  loss_vfl_aux_0: 0.9300 (0.9218)  loss_vfl_aux_1: 0.8770 (0.8761)  loss_vfl_aux_2: 0.8283 (0.8200)  loss_vfl_aux_3: 0.7867 (0.7915)  loss_vfl_aux_4: 0.7806 (0.7810)  loss_vfl_aux_5: 0.8942 (0.9000)  loss_vfl_dn_0: 0.4907 (0.4901)  loss_vfl_dn_1: 0.4452 (0.4493)  loss_vfl_dn_2: 0.4293 (0.4318)  loss_vfl_dn_3: 0.4215 (0.4243)  loss_vfl_dn_4: 0.4133 (0.4220)  loss_vfl_dn_5: 0.4147 (0.4220)  time: 0.4644  data: 0.0136  max mem: 5653
Epoch: [5]  [2800/7393]  eta: 0:36:33  lr: 0.000010  loss: 19.6229 (19.6418)  loss_bbox: 0.1947 (0.1994)  loss_bbox_aux_0: 0.1929 (0.2153)  loss_bbox_aux_1: 0.1923 (0.2033)  loss_bbox_aux_2: 0.1846 (0.2001)  loss_bbox_aux_3: 0.1895 (0.1988)  loss_bbox_aux_4: 0.2022 (0.1992)  loss_bbox_aux_5: 0.2368 (0.2649)  loss_bbox_dn_0: 0.3560 (0.3752)  loss_bbox_dn_1: 0.2917 (0.3045)  loss_bbox_dn_2: 0.2758 (0.2860)  loss_bbox_dn_3: 0.2692 (0.2790)  loss_bbox_dn_4: 0.2688 (0.2768)  loss_bbox_dn_5: 0.2685 (0.2763)  loss_giou: 0.5279 (0.5676)  loss_giou_aux_0: 0.5390 (0.5984)  loss_giou_aux_1: 0.5375 (0.5766)  loss_giou_aux_2: 0.5244 (0.5707)  loss_giou_aux_3: 0.5246 (0.5680)  loss_giou_aux_4: 0.5291 (0.5675)  loss_giou_aux_5: 0.6152 (0.6846)  loss_giou_dn_0: 0.7120 (0.7299)  loss_giou_dn_1: 0.6087 (0.6244)  loss_giou_dn_2: 0.5805 (0.5992)  loss_giou_dn_3: 0.5725 (0.5913)  loss_giou_dn_4: 0.5707 (0.5890)  loss_giou_dn_5: 0.5708 (0.5890)  loss_vfl: 0.8075 (0.7778)  loss_vfl_aux_0: 0.9243 (0.9218)  loss_vfl_aux_1: 0.8762 (0.8760)  loss_vfl_aux_2: 0.8236 (0.8198)  loss_vfl_aux_3: 0.8092 (0.7915)  loss_vfl_aux_4: 0.8085 (0.7809)  loss_vfl_aux_5: 0.9076 (0.9001)  loss_vfl_dn_0: 0.4989 (0.4901)  loss_vfl_dn_1: 0.4525 (0.4492)  loss_vfl_dn_2: 0.4327 (0.4317)  loss_vfl_dn_3: 0.4246 (0.4242)  loss_vfl_dn_4: 0.4200 (0.4219)  loss_vfl_dn_5: 0.4185 (0.4219)  time: 0.4633  data: 0.0143  max mem: 5653
Epoch: [5]  [2900/7393]  eta: 0:35:44  lr: 0.000010  loss: 19.5447 (19.6429)  loss_bbox: 0.1795 (0.1993)  loss_bbox_aux_0: 0.2022 (0.2152)  loss_bbox_aux_1: 0.1867 (0.2032)  loss_bbox_aux_2: 0.1809 (0.2001)  loss_bbox_aux_3: 0.1722 (0.1987)  loss_bbox_aux_4: 0.1792 (0.1991)  loss_bbox_aux_5: 0.2484 (0.2647)  loss_bbox_dn_0: 0.3474 (0.3743)  loss_bbox_dn_1: 0.2749 (0.3038)  loss_bbox_dn_2: 0.2597 (0.2853)  loss_bbox_dn_3: 0.2553 (0.2784)  loss_bbox_dn_4: 0.2561 (0.2761)  loss_bbox_dn_5: 0.2558 (0.2757)  loss_giou: 0.6034 (0.5689)  loss_giou_aux_0: 0.6134 (0.5997)  loss_giou_aux_1: 0.6119 (0.5780)  loss_giou_aux_2: 0.6082 (0.5721)  loss_giou_aux_3: 0.6013 (0.5694)  loss_giou_aux_4: 0.6020 (0.5689)  loss_giou_aux_5: 0.6870 (0.6858)  loss_giou_dn_0: 0.7718 (0.7304)  loss_giou_dn_1: 0.6228 (0.6249)  loss_giou_dn_2: 0.6099 (0.5998)  loss_giou_dn_3: 0.5953 (0.5919)  loss_giou_dn_4: 0.5922 (0.5896)  loss_giou_dn_5: 0.5926 (0.5896)  loss_vfl: 0.7960 (0.7771)  loss_vfl_aux_0: 0.9232 (0.9207)  loss_vfl_aux_1: 0.8918 (0.8750)  loss_vfl_aux_2: 0.8314 (0.8188)  loss_vfl_aux_3: 0.8211 (0.7908)  loss_vfl_aux_4: 0.8070 (0.7802)  loss_vfl_aux_5: 0.9230 (0.8992)  loss_vfl_dn_0: 0.4809 (0.4899)  loss_vfl_dn_1: 0.4446 (0.4490)  loss_vfl_dn_2: 0.4211 (0.4316)  loss_vfl_dn_3: 0.4189 (0.4241)  loss_vfl_dn_4: 0.4187 (0.4218)  loss_vfl_dn_5: 0.4145 (0.4218)  time: 0.4642  data: 0.0142  max mem: 5653
Epoch: [5]  [3000/7393]  eta: 0:34:56  lr: 0.000010  loss: 19.7895 (19.6383)  loss_bbox: 0.1834 (0.1991)  loss_bbox_aux_0: 0.1921 (0.2150)  loss_bbox_aux_1: 0.1729 (0.2031)  loss_bbox_aux_2: 0.1843 (0.1999)  loss_bbox_aux_3: 0.1820 (0.1985)  loss_bbox_aux_4: 0.1835 (0.1989)  loss_bbox_aux_5: 0.2329 (0.2644)  loss_bbox_dn_0: 0.3413 (0.3739)  loss_bbox_dn_1: 0.2752 (0.3034)  loss_bbox_dn_2: 0.2593 (0.2849)  loss_bbox_dn_3: 0.2546 (0.2780)  loss_bbox_dn_4: 0.2545 (0.2757)  loss_bbox_dn_5: 0.2548 (0.2753)  loss_giou: 0.5122 (0.5687)  loss_giou_aux_0: 0.5557 (0.5994)  loss_giou_aux_1: 0.5286 (0.5778)  loss_giou_aux_2: 0.5234 (0.5720)  loss_giou_aux_3: 0.5240 (0.5692)  loss_giou_aux_4: 0.5173 (0.5687)  loss_giou_aux_5: 0.6372 (0.6856)  loss_giou_dn_0: 0.7112 (0.7301)  loss_giou_dn_1: 0.5999 (0.6246)  loss_giou_dn_2: 0.5736 (0.5995)  loss_giou_dn_3: 0.5688 (0.5916)  loss_giou_dn_4: 0.5684 (0.5894)  loss_giou_dn_5: 0.5685 (0.5893)  loss_vfl: 0.7892 (0.7775)  loss_vfl_aux_0: 0.8825 (0.9210)  loss_vfl_aux_1: 0.8763 (0.8749)  loss_vfl_aux_2: 0.8412 (0.8191)  loss_vfl_aux_3: 0.7999 (0.7911)  loss_vfl_aux_4: 0.7915 (0.7805)  loss_vfl_aux_5: 0.9076 (0.8993)  loss_vfl_dn_0: 0.4896 (0.4899)  loss_vfl_dn_1: 0.4487 (0.4491)  loss_vfl_dn_2: 0.4315 (0.4316)  loss_vfl_dn_3: 0.4236 (0.4242)  loss_vfl_dn_4: 0.4217 (0.4219)  loss_vfl_dn_5: 0.4239 (0.4219)  time: 0.4776  data: 0.0140  max mem: 5653
Epoch: [5]  [3100/7393]  eta: 0:34:07  lr: 0.000010  loss: 19.6133 (19.6375)  loss_bbox: 0.1839 (0.1991)  loss_bbox_aux_0: 0.2116 (0.2151)  loss_bbox_aux_1: 0.1886 (0.2031)  loss_bbox_aux_2: 0.1827 (0.1999)  loss_bbox_aux_3: 0.1832 (0.1986)  loss_bbox_aux_4: 0.1813 (0.1990)  loss_bbox_aux_5: 0.2523 (0.2645)  loss_bbox_dn_0: 0.3405 (0.3743)  loss_bbox_dn_1: 0.2794 (0.3036)  loss_bbox_dn_2: 0.2678 (0.2852)  loss_bbox_dn_3: 0.2613 (0.2782)  loss_bbox_dn_4: 0.2586 (0.2760)  loss_bbox_dn_5: 0.2580 (0.2755)  loss_giou: 0.6006 (0.5683)  loss_giou_aux_0: 0.6316 (0.5988)  loss_giou_aux_1: 0.6215 (0.5773)  loss_giou_aux_2: 0.5978 (0.5714)  loss_giou_aux_3: 0.5995 (0.5687)  loss_giou_aux_4: 0.6068 (0.5683)  loss_giou_aux_5: 0.7209 (0.6851)  loss_giou_dn_0: 0.7351 (0.7299)  loss_giou_dn_1: 0.6345 (0.6244)  loss_giou_dn_2: 0.6098 (0.5993)  loss_giou_dn_3: 0.6034 (0.5914)  loss_giou_dn_4: 0.6027 (0.5891)  loss_giou_dn_5: 0.6023 (0.5891)  loss_vfl: 0.8008 (0.7777)  loss_vfl_aux_0: 0.9114 (0.9215)  loss_vfl_aux_1: 0.8857 (0.8753)  loss_vfl_aux_2: 0.8290 (0.8195)  loss_vfl_aux_3: 0.8114 (0.7915)  loss_vfl_aux_4: 0.8063 (0.7807)  loss_vfl_aux_5: 0.8737 (0.8996)  loss_vfl_dn_0: 0.4899 (0.4899)  loss_vfl_dn_1: 0.4483 (0.4491)  loss_vfl_dn_2: 0.4324 (0.4316)  loss_vfl_dn_3: 0.4251 (0.4241)  loss_vfl_dn_4: 0.4203 (0.4218)  loss_vfl_dn_5: 0.4226 (0.4218)  time: 0.4685  data: 0.0140  max mem: 5653
Epoch: [5]  [3200/7393]  eta: 0:33:18  lr: 0.000010  loss: 19.6663 (19.6354)  loss_bbox: 0.1997 (0.1989)  loss_bbox_aux_0: 0.2089 (0.2149)  loss_bbox_aux_1: 0.1958 (0.2030)  loss_bbox_aux_2: 0.1997 (0.1998)  loss_bbox_aux_3: 0.1981 (0.1983)  loss_bbox_aux_4: 0.2004 (0.1988)  loss_bbox_aux_5: 0.2437 (0.2642)  loss_bbox_dn_0: 0.3509 (0.3742)  loss_bbox_dn_1: 0.2810 (0.3035)  loss_bbox_dn_2: 0.2674 (0.2850)  loss_bbox_dn_3: 0.2592 (0.2780)  loss_bbox_dn_4: 0.2558 (0.2757)  loss_bbox_dn_5: 0.2553 (0.2753)  loss_giou: 0.5194 (0.5683)  loss_giou_aux_0: 0.5528 (0.5989)  loss_giou_aux_1: 0.5271 (0.5774)  loss_giou_aux_2: 0.5241 (0.5716)  loss_giou_aux_3: 0.5161 (0.5688)  loss_giou_aux_4: 0.5140 (0.5684)  loss_giou_aux_5: 0.6356 (0.6851)  loss_giou_dn_0: 0.7254 (0.7299)  loss_giou_dn_1: 0.6244 (0.6245)  loss_giou_dn_2: 0.5912 (0.5993)  loss_giou_dn_3: 0.5791 (0.5914)  loss_giou_dn_4: 0.5766 (0.5892)  loss_giou_dn_5: 0.5756 (0.5892)  loss_vfl: 0.7519 (0.7779)  loss_vfl_aux_0: 0.9063 (0.9217)  loss_vfl_aux_1: 0.8861 (0.8754)  loss_vfl_aux_2: 0.8173 (0.8194)  loss_vfl_aux_3: 0.7724 (0.7916)  loss_vfl_aux_4: 0.7647 (0.7807)  loss_vfl_aux_5: 0.9017 (0.8999)  loss_vfl_dn_0: 0.4841 (0.4898)  loss_vfl_dn_1: 0.4413 (0.4489)  loss_vfl_dn_2: 0.4220 (0.4314)  loss_vfl_dn_3: 0.4130 (0.4240)  loss_vfl_dn_4: 0.4095 (0.4217)  loss_vfl_dn_5: 0.4096 (0.4217)  time: 0.4691  data: 0.0142  max mem: 5653
Epoch: [5]  [3300/7393]  eta: 0:32:30  lr: 0.000010  loss: 19.8236 (19.6393)  loss_bbox: 0.2013 (0.1992)  loss_bbox_aux_0: 0.2120 (0.2152)  loss_bbox_aux_1: 0.2023 (0.2033)  loss_bbox_aux_2: 0.1973 (0.2001)  loss_bbox_aux_3: 0.2026 (0.1986)  loss_bbox_aux_4: 0.2013 (0.1991)  loss_bbox_aux_5: 0.2564 (0.2646)  loss_bbox_dn_0: 0.3402 (0.3748)  loss_bbox_dn_1: 0.2681 (0.3041)  loss_bbox_dn_2: 0.2565 (0.2855)  loss_bbox_dn_3: 0.2500 (0.2785)  loss_bbox_dn_4: 0.2515 (0.2762)  loss_bbox_dn_5: 0.2513 (0.2758)  loss_giou: 0.5175 (0.5677)  loss_giou_aux_0: 0.5640 (0.5983)  loss_giou_aux_1: 0.5484 (0.5768)  loss_giou_aux_2: 0.5311 (0.5710)  loss_giou_aux_3: 0.5254 (0.5683)  loss_giou_aux_4: 0.5240 (0.5679)  loss_giou_aux_5: 0.6711 (0.6845)  loss_giou_dn_0: 0.7200 (0.7296)  loss_giou_dn_1: 0.6044 (0.6241)  loss_giou_dn_2: 0.5861 (0.5990)  loss_giou_dn_3: 0.5849 (0.5910)  loss_giou_dn_4: 0.5830 (0.5888)  loss_giou_dn_5: 0.5830 (0.5888)  loss_vfl: 0.7615 (0.7783)  loss_vfl_aux_0: 0.8999 (0.9227)  loss_vfl_aux_1: 0.8473 (0.8760)  loss_vfl_aux_2: 0.8287 (0.8199)  loss_vfl_aux_3: 0.7879 (0.7920)  loss_vfl_aux_4: 0.7680 (0.7811)  loss_vfl_aux_5: 0.8860 (0.9006)  loss_vfl_dn_0: 0.4865 (0.4900)  loss_vfl_dn_1: 0.4426 (0.4490)  loss_vfl_dn_2: 0.4245 (0.4316)  loss_vfl_dn_3: 0.4217 (0.4241)  loss_vfl_dn_4: 0.4163 (0.4218)  loss_vfl_dn_5: 0.4173 (0.4218)  time: 0.4732  data: 0.0139  max mem: 5653
Epoch: [5]  [3400/7393]  eta: 0:31:41  lr: 0.000010  loss: 20.2183 (19.6380)  loss_bbox: 0.2075 (0.1993)  loss_bbox_aux_0: 0.2244 (0.2153)  loss_bbox_aux_1: 0.2072 (0.2033)  loss_bbox_aux_2: 0.2081 (0.2002)  loss_bbox_aux_3: 0.2062 (0.1988)  loss_bbox_aux_4: 0.2102 (0.1992)  loss_bbox_aux_5: 0.2602 (0.2647)  loss_bbox_dn_0: 0.3619 (0.3750)  loss_bbox_dn_1: 0.2807 (0.3042)  loss_bbox_dn_2: 0.2637 (0.2856)  loss_bbox_dn_3: 0.2632 (0.2786)  loss_bbox_dn_4: 0.2623 (0.2763)  loss_bbox_dn_5: 0.2619 (0.2759)  loss_giou: 0.6165 (0.5677)  loss_giou_aux_0: 0.6216 (0.5982)  loss_giou_aux_1: 0.5886 (0.5767)  loss_giou_aux_2: 0.5877 (0.5709)  loss_giou_aux_3: 0.5921 (0.5682)  loss_giou_aux_4: 0.6056 (0.5678)  loss_giou_aux_5: 0.7082 (0.6844)  loss_giou_dn_0: 0.7521 (0.7295)  loss_giou_dn_1: 0.6516 (0.6240)  loss_giou_dn_2: 0.6304 (0.5988)  loss_giou_dn_3: 0.6280 (0.5909)  loss_giou_dn_4: 0.6260 (0.5887)  loss_giou_dn_5: 0.6260 (0.5887)  loss_vfl: 0.7542 (0.7781)  loss_vfl_aux_0: 0.8692 (0.9223)  loss_vfl_aux_1: 0.8070 (0.8757)  loss_vfl_aux_2: 0.7906 (0.8196)  loss_vfl_aux_3: 0.7710 (0.7918)  loss_vfl_aux_4: 0.7530 (0.7809)  loss_vfl_aux_5: 0.8903 (0.9004)  loss_vfl_dn_0: 0.4800 (0.4899)  loss_vfl_dn_1: 0.4416 (0.4489)  loss_vfl_dn_2: 0.4246 (0.4315)  loss_vfl_dn_3: 0.4178 (0.4241)  loss_vfl_dn_4: 0.4154 (0.4218)  loss_vfl_dn_5: 0.4152 (0.4218)  time: 0.4685  data: 0.0140  max mem: 5653
Epoch: [5]  [3500/7393]  eta: 0:30:54  lr: 0.000010  loss: 19.3471 (19.6372)  loss_bbox: 0.2000 (0.1994)  loss_bbox_aux_0: 0.2232 (0.2154)  loss_bbox_aux_1: 0.2045 (0.2034)  loss_bbox_aux_2: 0.2019 (0.2003)  loss_bbox_aux_3: 0.2070 (0.1989)  loss_bbox_aux_4: 0.2032 (0.1993)  loss_bbox_aux_5: 0.2645 (0.2647)  loss_bbox_dn_0: 0.4130 (0.3751)  loss_bbox_dn_1: 0.3365 (0.3042)  loss_bbox_dn_2: 0.3089 (0.2856)  loss_bbox_dn_3: 0.2985 (0.2786)  loss_bbox_dn_4: 0.2977 (0.2763)  loss_bbox_dn_5: 0.2971 (0.2758)  loss_giou: 0.4967 (0.5677)  loss_giou_aux_0: 0.5208 (0.5982)  loss_giou_aux_1: 0.5018 (0.5767)  loss_giou_aux_2: 0.4885 (0.5709)  loss_giou_aux_3: 0.5053 (0.5682)  loss_giou_aux_4: 0.5018 (0.5678)  loss_giou_aux_5: 0.6013 (0.6843)  loss_giou_dn_0: 0.6832 (0.7293)  loss_giou_dn_1: 0.5783 (0.6237)  loss_giou_dn_2: 0.5501 (0.5987)  loss_giou_dn_3: 0.5440 (0.5907)  loss_giou_dn_4: 0.5428 (0.5885)  loss_giou_dn_5: 0.5424 (0.5885)  loss_vfl: 0.8062 (0.7780)  loss_vfl_aux_0: 0.9760 (0.9223)  loss_vfl_aux_1: 0.9342 (0.8758)  loss_vfl_aux_2: 0.8584 (0.8197)  loss_vfl_aux_3: 0.8241 (0.7917)  loss_vfl_aux_4: 0.8133 (0.7809)  loss_vfl_aux_5: 0.9277 (0.9005)  loss_vfl_dn_0: 0.5023 (0.4899)  loss_vfl_dn_1: 0.4574 (0.4490)  loss_vfl_dn_2: 0.4373 (0.4316)  loss_vfl_dn_3: 0.4256 (0.4241)  loss_vfl_dn_4: 0.4222 (0.4218)  loss_vfl_dn_5: 0.4220 (0.4218)  time: 0.4746  data: 0.0142  max mem: 5653
Epoch: [5]  [3600/7393]  eta: 0:30:05  lr: 0.000010  loss: 19.6185 (19.6328)  loss_bbox: 0.1716 (0.1993)  loss_bbox_aux_0: 0.1875 (0.2154)  loss_bbox_aux_1: 0.1802 (0.2033)  loss_bbox_aux_2: 0.1756 (0.2002)  loss_bbox_aux_3: 0.1719 (0.1988)  loss_bbox_aux_4: 0.1730 (0.1992)  loss_bbox_aux_5: 0.2369 (0.2646)  loss_bbox_dn_0: 0.3195 (0.3750)  loss_bbox_dn_1: 0.2641 (0.3041)  loss_bbox_dn_2: 0.2529 (0.2856)  loss_bbox_dn_3: 0.2448 (0.2785)  loss_bbox_dn_4: 0.2413 (0.2762)  loss_bbox_dn_5: 0.2380 (0.2758)  loss_giou: 0.5712 (0.5675)  loss_giou_aux_0: 0.6012 (0.5980)  loss_giou_aux_1: 0.5903 (0.5765)  loss_giou_aux_2: 0.5870 (0.5707)  loss_giou_aux_3: 0.5761 (0.5680)  loss_giou_aux_4: 0.5599 (0.5677)  loss_giou_aux_5: 0.6685 (0.6840)  loss_giou_dn_0: 0.7229 (0.7293)  loss_giou_dn_1: 0.6297 (0.6237)  loss_giou_dn_2: 0.6096 (0.5986)  loss_giou_dn_3: 0.6016 (0.5907)  loss_giou_dn_4: 0.5990 (0.5884)  loss_giou_dn_5: 0.5991 (0.5884)  loss_vfl: 0.7346 (0.7779)  loss_vfl_aux_0: 0.8931 (0.9220)  loss_vfl_aux_1: 0.8273 (0.8755)  loss_vfl_aux_2: 0.8076 (0.8196)  loss_vfl_aux_3: 0.7435 (0.7915)  loss_vfl_aux_4: 0.7541 (0.7807)  loss_vfl_aux_5: 0.8608 (0.9005)  loss_vfl_dn_0: 0.4831 (0.4898)  loss_vfl_dn_1: 0.4415 (0.4489)  loss_vfl_dn_2: 0.4224 (0.4315)  loss_vfl_dn_3: 0.4210 (0.4241)  loss_vfl_dn_4: 0.4168 (0.4217)  loss_vfl_dn_5: 0.4124 (0.4217)  time: 0.4667  data: 0.0141  max mem: 5653
Epoch: [5]  [3700/7393]  eta: 0:29:17  lr: 0.000010  loss: 19.0562 (19.6312)  loss_bbox: 0.1922 (0.1992)  loss_bbox_aux_0: 0.2042 (0.2154)  loss_bbox_aux_1: 0.1932 (0.2033)  loss_bbox_aux_2: 0.1892 (0.2002)  loss_bbox_aux_3: 0.1913 (0.1988)  loss_bbox_aux_4: 0.1886 (0.1991)  loss_bbox_aux_5: 0.2718 (0.2647)  loss_bbox_dn_0: 0.3570 (0.3753)  loss_bbox_dn_1: 0.2904 (0.3043)  loss_bbox_dn_2: 0.2667 (0.2857)  loss_bbox_dn_3: 0.2576 (0.2786)  loss_bbox_dn_4: 0.2524 (0.2763)  loss_bbox_dn_5: 0.2503 (0.2759)  loss_giou: 0.5315 (0.5673)  loss_giou_aux_0: 0.5718 (0.5978)  loss_giou_aux_1: 0.5609 (0.5763)  loss_giou_aux_2: 0.5424 (0.5705)  loss_giou_aux_3: 0.5402 (0.5678)  loss_giou_aux_4: 0.5381 (0.5674)  loss_giou_aux_5: 0.6562 (0.6839)  loss_giou_dn_0: 0.7126 (0.7292)  loss_giou_dn_1: 0.5987 (0.6235)  loss_giou_dn_2: 0.5749 (0.5984)  loss_giou_dn_3: 0.5627 (0.5905)  loss_giou_dn_4: 0.5604 (0.5882)  loss_giou_dn_5: 0.5603 (0.5882)  loss_vfl: 0.7279 (0.7779)  loss_vfl_aux_0: 0.8987 (0.9221)  loss_vfl_aux_1: 0.8218 (0.8754)  loss_vfl_aux_2: 0.7661 (0.8194)  loss_vfl_aux_3: 0.7502 (0.7915)  loss_vfl_aux_4: 0.7278 (0.7807)  loss_vfl_aux_5: 0.8873 (0.9004)  loss_vfl_dn_0: 0.4821 (0.4899)  loss_vfl_dn_1: 0.4394 (0.4489)  loss_vfl_dn_2: 0.4247 (0.4315)  loss_vfl_dn_3: 0.4167 (0.4240)  loss_vfl_dn_4: 0.4156 (0.4217)  loss_vfl_dn_5: 0.4165 (0.4217)  time: 0.4832  data: 0.0147  max mem: 5653
Epoch: [5]  [3800/7393]  eta: 0:28:29  lr: 0.000010  loss: 19.1667 (19.6282)  loss_bbox: 0.1735 (0.1992)  loss_bbox_aux_0: 0.1924 (0.2154)  loss_bbox_aux_1: 0.1911 (0.2033)  loss_bbox_aux_2: 0.1800 (0.2001)  loss_bbox_aux_3: 0.1712 (0.1987)  loss_bbox_aux_4: 0.1712 (0.1991)  loss_bbox_aux_5: 0.2334 (0.2646)  loss_bbox_dn_0: 0.3540 (0.3753)  loss_bbox_dn_1: 0.2862 (0.3043)  loss_bbox_dn_2: 0.2692 (0.2857)  loss_bbox_dn_3: 0.2631 (0.2786)  loss_bbox_dn_4: 0.2598 (0.2763)  loss_bbox_dn_5: 0.2597 (0.2759)  loss_giou: 0.5524 (0.5671)  loss_giou_aux_0: 0.5760 (0.5976)  loss_giou_aux_1: 0.5654 (0.5762)  loss_giou_aux_2: 0.5720 (0.5704)  loss_giou_aux_3: 0.5603 (0.5676)  loss_giou_aux_4: 0.5591 (0.5672)  loss_giou_aux_5: 0.6702 (0.6836)  loss_giou_dn_0: 0.7251 (0.7290)  loss_giou_dn_1: 0.6151 (0.6234)  loss_giou_dn_2: 0.5849 (0.5982)  loss_giou_dn_3: 0.5765 (0.5903)  loss_giou_dn_4: 0.5728 (0.5880)  loss_giou_dn_5: 0.5733 (0.5880)  loss_vfl: 0.7733 (0.7780)  loss_vfl_aux_0: 0.9177 (0.9220)  loss_vfl_aux_1: 0.8292 (0.8753)  loss_vfl_aux_2: 0.7949 (0.8194)  loss_vfl_aux_3: 0.7843 (0.7916)  loss_vfl_aux_4: 0.7721 (0.7808)  loss_vfl_aux_5: 0.8721 (0.9006)  loss_vfl_dn_0: 0.4865 (0.4899)  loss_vfl_dn_1: 0.4427 (0.4488)  loss_vfl_dn_2: 0.4206 (0.4314)  loss_vfl_dn_3: 0.4174 (0.4239)  loss_vfl_dn_4: 0.4142 (0.4216)  loss_vfl_dn_5: 0.4122 (0.4216)  time: 0.4676  data: 0.0139  max mem: 5653
Epoch: [5]  [3900/7393]  eta: 0:27:41  lr: 0.000010  loss: 19.5434 (19.6319)  loss_bbox: 0.1964 (0.1992)  loss_bbox_aux_0: 0.1980 (0.2155)  loss_bbox_aux_1: 0.1950 (0.2034)  loss_bbox_aux_2: 0.1981 (0.2001)  loss_bbox_aux_3: 0.2036 (0.1987)  loss_bbox_aux_4: 0.1943 (0.1991)  loss_bbox_aux_5: 0.2592 (0.2648)  loss_bbox_dn_0: 0.3762 (0.3758)  loss_bbox_dn_1: 0.2928 (0.3047)  loss_bbox_dn_2: 0.2692 (0.2861)  loss_bbox_dn_3: 0.2617 (0.2790)  loss_bbox_dn_4: 0.2587 (0.2767)  loss_bbox_dn_5: 0.2583 (0.2763)  loss_giou: 0.5303 (0.5669)  loss_giou_aux_0: 0.5578 (0.5976)  loss_giou_aux_1: 0.5326 (0.5761)  loss_giou_aux_2: 0.5230 (0.5702)  loss_giou_aux_3: 0.5260 (0.5675)  loss_giou_aux_4: 0.5314 (0.5671)  loss_giou_aux_5: 0.6495 (0.6834)  loss_giou_dn_0: 0.7280 (0.7290)  loss_giou_dn_1: 0.6139 (0.6233)  loss_giou_dn_2: 0.5909 (0.5982)  loss_giou_dn_3: 0.5800 (0.5902)  loss_giou_dn_4: 0.5755 (0.5880)  loss_giou_dn_5: 0.5757 (0.5879)  loss_vfl: 0.7804 (0.7784)  loss_vfl_aux_0: 0.9168 (0.9221)  loss_vfl_aux_1: 0.8912 (0.8755)  loss_vfl_aux_2: 0.8683 (0.8198)  loss_vfl_aux_3: 0.7837 (0.7919)  loss_vfl_aux_4: 0.7844 (0.7811)  loss_vfl_aux_5: 0.9046 (0.9010)  loss_vfl_dn_0: 0.4896 (0.4900)  loss_vfl_dn_1: 0.4464 (0.4488)  loss_vfl_dn_2: 0.4296 (0.4314)  loss_vfl_dn_3: 0.4219 (0.4239)  loss_vfl_dn_4: 0.4171 (0.4216)  loss_vfl_dn_5: 0.4193 (0.4216)  time: 0.4746  data: 0.0142  max mem: 5653
Epoch: [5]  [4000/7393]  eta: 0:26:53  lr: 0.000010  loss: 18.9261 (19.6271)  loss_bbox: 0.1952 (0.1991)  loss_bbox_aux_0: 0.2169 (0.2154)  loss_bbox_aux_1: 0.2066 (0.2032)  loss_bbox_aux_2: 0.2017 (0.2000)  loss_bbox_aux_3: 0.1934 (0.1986)  loss_bbox_aux_4: 0.1942 (0.1990)  loss_bbox_aux_5: 0.2652 (0.2646)  loss_bbox_dn_0: 0.3409 (0.3754)  loss_bbox_dn_1: 0.2816 (0.3045)  loss_bbox_dn_2: 0.2716 (0.2858)  loss_bbox_dn_3: 0.2610 (0.2788)  loss_bbox_dn_4: 0.2619 (0.2764)  loss_bbox_dn_5: 0.2626 (0.2760)  loss_giou: 0.4951 (0.5670)  loss_giou_aux_0: 0.5375 (0.5976)  loss_giou_aux_1: 0.5116 (0.5762)  loss_giou_aux_2: 0.4961 (0.5703)  loss_giou_aux_3: 0.4903 (0.5676)  loss_giou_aux_4: 0.4950 (0.5672)  loss_giou_aux_5: 0.6225 (0.6834)  loss_giou_dn_0: 0.6628 (0.7288)  loss_giou_dn_1: 0.5535 (0.6232)  loss_giou_dn_2: 0.5313 (0.5981)  loss_giou_dn_3: 0.5189 (0.5902)  loss_giou_dn_4: 0.5157 (0.5879)  loss_giou_dn_5: 0.5164 (0.5879)  loss_vfl: 0.7719 (0.7781)  loss_vfl_aux_0: 0.9178 (0.9217)  loss_vfl_aux_1: 0.8713 (0.8751)  loss_vfl_aux_2: 0.8160 (0.8195)  loss_vfl_aux_3: 0.7777 (0.7917)  loss_vfl_aux_4: 0.7715 (0.7810)  loss_vfl_aux_5: 0.9266 (0.9007)  loss_vfl_dn_0: 0.4896 (0.4899)  loss_vfl_dn_1: 0.4472 (0.4487)  loss_vfl_dn_2: 0.4320 (0.4314)  loss_vfl_dn_3: 0.4241 (0.4239)  loss_vfl_dn_4: 0.4187 (0.4216)  loss_vfl_dn_5: 0.4186 (0.4216)  time: 0.4741  data: 0.0141  max mem: 5653
Epoch: [5]  [4100/7393]  eta: 0:26:08  lr: 0.000010  loss: 19.7414 (19.6258)  loss_bbox: 0.2151 (0.1991)  loss_bbox_aux_0: 0.2152 (0.2154)  loss_bbox_aux_1: 0.2178 (0.2032)  loss_bbox_aux_2: 0.2078 (0.2000)  loss_bbox_aux_3: 0.2135 (0.1986)  loss_bbox_aux_4: 0.2089 (0.1989)  loss_bbox_aux_5: 0.2736 (0.2646)  loss_bbox_dn_0: 0.4219 (0.3753)  loss_bbox_dn_1: 0.3438 (0.3044)  loss_bbox_dn_2: 0.3176 (0.2858)  loss_bbox_dn_3: 0.3085 (0.2787)  loss_bbox_dn_4: 0.3041 (0.2764)  loss_bbox_dn_5: 0.3033 (0.2759)  loss_giou: 0.5294 (0.5670)  loss_giou_aux_0: 0.5653 (0.5975)  loss_giou_aux_1: 0.5454 (0.5761)  loss_giou_aux_2: 0.5435 (0.5702)  loss_giou_aux_3: 0.5331 (0.5676)  loss_giou_aux_4: 0.5319 (0.5671)  loss_giou_aux_5: 0.6272 (0.6833)  loss_giou_dn_0: 0.7080 (0.7288)  loss_giou_dn_1: 0.5959 (0.6232)  loss_giou_dn_2: 0.5583 (0.5981)  loss_giou_dn_3: 0.5478 (0.5902)  loss_giou_dn_4: 0.5434 (0.5879)  loss_giou_dn_5: 0.5431 (0.5879)  loss_vfl: 0.7451 (0.7782)  loss_vfl_aux_0: 0.8914 (0.9214)  loss_vfl_aux_1: 0.8553 (0.8750)  loss_vfl_aux_2: 0.8044 (0.8195)  loss_vfl_aux_3: 0.7730 (0.7917)  loss_vfl_aux_4: 0.7668 (0.7811)  loss_vfl_aux_5: 0.9069 (0.9005)  loss_vfl_dn_0: 0.4852 (0.4899)  loss_vfl_dn_1: 0.4443 (0.4487)  loss_vfl_dn_2: 0.4320 (0.4314)  loss_vfl_dn_3: 0.4202 (0.4240)  loss_vfl_dn_4: 0.4179 (0.4216)  loss_vfl_dn_5: 0.4182 (0.4217)  time: 0.6832  data: 0.0140  max mem: 5653
Epoch: [5]  [4200/7393]  eta: 0:25:21  lr: 0.000010  loss: 18.6333 (19.6223)  loss_bbox: 0.1963 (0.1990)  loss_bbox_aux_0: 0.2026 (0.2153)  loss_bbox_aux_1: 0.1954 (0.2031)  loss_bbox_aux_2: 0.1864 (0.1999)  loss_bbox_aux_3: 0.1889 (0.1986)  loss_bbox_aux_4: 0.1906 (0.1989)  loss_bbox_aux_5: 0.2638 (0.2645)  loss_bbox_dn_0: 0.3705 (0.3752)  loss_bbox_dn_1: 0.3012 (0.3043)  loss_bbox_dn_2: 0.2800 (0.2857)  loss_bbox_dn_3: 0.2697 (0.2786)  loss_bbox_dn_4: 0.2659 (0.2763)  loss_bbox_dn_5: 0.2645 (0.2758)  loss_giou: 0.5054 (0.5668)  loss_giou_aux_0: 0.5334 (0.5973)  loss_giou_aux_1: 0.5108 (0.5759)  loss_giou_aux_2: 0.5117 (0.5701)  loss_giou_aux_3: 0.5100 (0.5674)  loss_giou_aux_4: 0.5050 (0.5670)  loss_giou_aux_5: 0.6068 (0.6831)  loss_giou_dn_0: 0.6923 (0.7287)  loss_giou_dn_1: 0.5705 (0.6231)  loss_giou_dn_2: 0.5510 (0.5980)  loss_giou_dn_3: 0.5447 (0.5901)  loss_giou_dn_4: 0.5421 (0.5878)  loss_giou_dn_5: 0.5419 (0.5878)  loss_vfl: 0.7814 (0.7782)  loss_vfl_aux_0: 0.9154 (0.9214)  loss_vfl_aux_1: 0.8843 (0.8749)  loss_vfl_aux_2: 0.8178 (0.8193)  loss_vfl_aux_3: 0.7969 (0.7916)  loss_vfl_aux_4: 0.7829 (0.7810)  loss_vfl_aux_5: 0.9310 (0.9005)  loss_vfl_dn_0: 0.4919 (0.4899)  loss_vfl_dn_1: 0.4421 (0.4487)  loss_vfl_dn_2: 0.4250 (0.4314)  loss_vfl_dn_3: 0.4147 (0.4240)  loss_vfl_dn_4: 0.4102 (0.4216)  loss_vfl_dn_5: 0.4123 (0.4216)  time: 0.4717  data: 0.0138  max mem: 5653
Epoch: [5]  [4300/7393]  eta: 0:24:33  lr: 0.000010  loss: 19.0790 (19.6173)  loss_bbox: 0.2073 (0.1991)  loss_bbox_aux_0: 0.2195 (0.2153)  loss_bbox_aux_1: 0.2147 (0.2032)  loss_bbox_aux_2: 0.2122 (0.2000)  loss_bbox_aux_3: 0.1994 (0.1987)  loss_bbox_aux_4: 0.2038 (0.1990)  loss_bbox_aux_5: 0.2609 (0.2645)  loss_bbox_dn_0: 0.3881 (0.3751)  loss_bbox_dn_1: 0.2930 (0.3041)  loss_bbox_dn_2: 0.2668 (0.2855)  loss_bbox_dn_3: 0.2690 (0.2785)  loss_bbox_dn_4: 0.2663 (0.2761)  loss_bbox_dn_5: 0.2657 (0.2757)  loss_giou: 0.5175 (0.5667)  loss_giou_aux_0: 0.5431 (0.5972)  loss_giou_aux_1: 0.5071 (0.5758)  loss_giou_aux_2: 0.5077 (0.5699)  loss_giou_aux_3: 0.5104 (0.5673)  loss_giou_aux_4: 0.5170 (0.5668)  loss_giou_aux_5: 0.6229 (0.6829)  loss_giou_dn_0: 0.6805 (0.7285)  loss_giou_dn_1: 0.5695 (0.6229)  loss_giou_dn_2: 0.5438 (0.5979)  loss_giou_dn_3: 0.5373 (0.5899)  loss_giou_dn_4: 0.5342 (0.5876)  loss_giou_dn_5: 0.5339 (0.5876)  loss_vfl: 0.7694 (0.7778)  loss_vfl_aux_0: 0.9379 (0.9211)  loss_vfl_aux_1: 0.8880 (0.8746)  loss_vfl_aux_2: 0.8247 (0.8190)  loss_vfl_aux_3: 0.7921 (0.7912)  loss_vfl_aux_4: 0.7819 (0.7806)  loss_vfl_aux_5: 0.9364 (0.9004)  loss_vfl_dn_0: 0.4834 (0.4898)  loss_vfl_dn_1: 0.4407 (0.4486)  loss_vfl_dn_2: 0.4251 (0.4313)  loss_vfl_dn_3: 0.4209 (0.4239)  loss_vfl_dn_4: 0.4180 (0.4215)  loss_vfl_dn_5: 0.4169 (0.4216)  time: 0.4714  data: 0.0136  max mem: 5653
Epoch: [5]  [4400/7393]  eta: 0:23:45  lr: 0.000010  loss: 18.8777 (19.6141)  loss_bbox: 0.1806 (0.1990)  loss_bbox_aux_0: 0.1973 (0.2153)  loss_bbox_aux_1: 0.1850 (0.2031)  loss_bbox_aux_2: 0.1806 (0.1999)  loss_bbox_aux_3: 0.1839 (0.1985)  loss_bbox_aux_4: 0.1832 (0.1989)  loss_bbox_aux_5: 0.2352 (0.2643)  loss_bbox_dn_0: 0.3468 (0.3750)  loss_bbox_dn_1: 0.2803 (0.3040)  loss_bbox_dn_2: 0.2649 (0.2854)  loss_bbox_dn_3: 0.2581 (0.2783)  loss_bbox_dn_4: 0.2553 (0.2760)  loss_bbox_dn_5: 0.2557 (0.2755)  loss_giou: 0.5516 (0.5666)  loss_giou_aux_0: 0.5741 (0.5971)  loss_giou_aux_1: 0.5571 (0.5757)  loss_giou_aux_2: 0.5556 (0.5698)  loss_giou_aux_3: 0.5532 (0.5672)  loss_giou_aux_4: 0.5578 (0.5667)  loss_giou_aux_5: 0.6687 (0.6827)  loss_giou_dn_0: 0.7142 (0.7283)  loss_giou_dn_1: 0.6156 (0.6228)  loss_giou_dn_2: 0.5812 (0.5977)  loss_giou_dn_3: 0.5719 (0.5898)  loss_giou_dn_4: 0.5678 (0.5875)  loss_giou_dn_5: 0.5678 (0.5875)  loss_vfl: 0.7912 (0.7777)  loss_vfl_aux_0: 0.9373 (0.9211)  loss_vfl_aux_1: 0.8723 (0.8745)  loss_vfl_aux_2: 0.8463 (0.8191)  loss_vfl_aux_3: 0.7911 (0.7912)  loss_vfl_aux_4: 0.7875 (0.7805)  loss_vfl_aux_5: 0.9043 (0.9004)  loss_vfl_dn_0: 0.4946 (0.4899)  loss_vfl_dn_1: 0.4530 (0.4486)  loss_vfl_dn_2: 0.4342 (0.4313)  loss_vfl_dn_3: 0.4267 (0.4239)  loss_vfl_dn_4: 0.4229 (0.4215)  loss_vfl_dn_5: 0.4149 (0.4216)  time: 0.4684  data: 0.0138  max mem: 5653
Epoch: [5]  [4500/7393]  eta: 0:22:57  lr: 0.000010  loss: 19.1399 (19.6072)  loss_bbox: 0.1801 (0.1989)  loss_bbox_aux_0: 0.2014 (0.2152)  loss_bbox_aux_1: 0.1861 (0.2030)  loss_bbox_aux_2: 0.1790 (0.1998)  loss_bbox_aux_3: 0.1817 (0.1985)  loss_bbox_aux_4: 0.1882 (0.1988)  loss_bbox_aux_5: 0.2375 (0.2642)  loss_bbox_dn_0: 0.3421 (0.3746)  loss_bbox_dn_1: 0.2673 (0.3037)  loss_bbox_dn_2: 0.2503 (0.2851)  loss_bbox_dn_3: 0.2462 (0.2780)  loss_bbox_dn_4: 0.2454 (0.2757)  loss_bbox_dn_5: 0.2451 (0.2752)  loss_giou: 0.5954 (0.5665)  loss_giou_aux_0: 0.6162 (0.5971)  loss_giou_aux_1: 0.6007 (0.5757)  loss_giou_aux_2: 0.5966 (0.5698)  loss_giou_aux_3: 0.5986 (0.5672)  loss_giou_aux_4: 0.5928 (0.5667)  loss_giou_aux_5: 0.7063 (0.6826)  loss_giou_dn_0: 0.7308 (0.7281)  loss_giou_dn_1: 0.6222 (0.6225)  loss_giou_dn_2: 0.6012 (0.5975)  loss_giou_dn_3: 0.5920 (0.5896)  loss_giou_dn_4: 0.5908 (0.5873)  loss_giou_dn_5: 0.5905 (0.5872)  loss_vfl: 0.7165 (0.7775)  loss_vfl_aux_0: 0.8439 (0.9205)  loss_vfl_aux_1: 0.8017 (0.8741)  loss_vfl_aux_2: 0.7439 (0.8189)  loss_vfl_aux_3: 0.7430 (0.7909)  loss_vfl_aux_4: 0.7123 (0.7802)  loss_vfl_aux_5: 0.8442 (0.9001)  loss_vfl_dn_0: 0.4875 (0.4898)  loss_vfl_dn_1: 0.4390 (0.4486)  loss_vfl_dn_2: 0.4284 (0.4313)  loss_vfl_dn_3: 0.4199 (0.4238)  loss_vfl_dn_4: 0.4148 (0.4215)  loss_vfl_dn_5: 0.4133 (0.4215)  time: 0.4684  data: 0.0140  max mem: 5653
Epoch: [5]  [4600/7393]  eta: 0:22:08  lr: 0.000010  loss: 19.3256 (19.6068)  loss_bbox: 0.1876 (0.1989)  loss_bbox_aux_0: 0.2036 (0.2152)  loss_bbox_aux_1: 0.1944 (0.2030)  loss_bbox_aux_2: 0.1849 (0.1997)  loss_bbox_aux_3: 0.1865 (0.1984)  loss_bbox_aux_4: 0.1876 (0.1987)  loss_bbox_aux_5: 0.2444 (0.2640)  loss_bbox_dn_0: 0.3581 (0.3746)  loss_bbox_dn_1: 0.3057 (0.3037)  loss_bbox_dn_2: 0.2801 (0.2851)  loss_bbox_dn_3: 0.2816 (0.2780)  loss_bbox_dn_4: 0.2812 (0.2757)  loss_bbox_dn_5: 0.2814 (0.2752)  loss_giou: 0.5033 (0.5665)  loss_giou_aux_0: 0.5289 (0.5970)  loss_giou_aux_1: 0.5136 (0.5756)  loss_giou_aux_2: 0.5101 (0.5697)  loss_giou_aux_3: 0.4985 (0.5671)  loss_giou_aux_4: 0.5075 (0.5667)  loss_giou_aux_5: 0.6261 (0.6824)  loss_giou_dn_0: 0.7018 (0.7280)  loss_giou_dn_1: 0.5842 (0.6225)  loss_giou_dn_2: 0.5598 (0.5974)  loss_giou_dn_3: 0.5543 (0.5895)  loss_giou_dn_4: 0.5528 (0.5872)  loss_giou_dn_5: 0.5528 (0.5872)  loss_vfl: 0.7972 (0.7776)  loss_vfl_aux_0: 0.9849 (0.9206)  loss_vfl_aux_1: 0.9168 (0.8743)  loss_vfl_aux_2: 0.8535 (0.8190)  loss_vfl_aux_3: 0.8159 (0.7910)  loss_vfl_aux_4: 0.7986 (0.7804)  loss_vfl_aux_5: 0.9492 (0.9001)  loss_vfl_dn_0: 0.4912 (0.4899)  loss_vfl_dn_1: 0.4463 (0.4486)  loss_vfl_dn_2: 0.4293 (0.4313)  loss_vfl_dn_3: 0.4227 (0.4238)  loss_vfl_dn_4: 0.4155 (0.4215)  loss_vfl_dn_5: 0.4171 (0.4215)  time: 0.4604  data: 0.0139  max mem: 5653
Epoch: [5]  [4700/7393]  eta: 0:21:23  lr: 0.000010  loss: 19.7296 (19.6073)  loss_bbox: 0.1762 (0.1987)  loss_bbox_aux_0: 0.1999 (0.2150)  loss_bbox_aux_1: 0.1901 (0.2028)  loss_bbox_aux_2: 0.1850 (0.1995)  loss_bbox_aux_3: 0.1769 (0.1983)  loss_bbox_aux_4: 0.1780 (0.1986)  loss_bbox_aux_5: 0.2510 (0.2638)  loss_bbox_dn_0: 0.3597 (0.3742)  loss_bbox_dn_1: 0.3010 (0.3034)  loss_bbox_dn_2: 0.2812 (0.2848)  loss_bbox_dn_3: 0.2737 (0.2777)  loss_bbox_dn_4: 0.2700 (0.2753)  loss_bbox_dn_5: 0.2694 (0.2749)  loss_giou: 0.5698 (0.5672)  loss_giou_aux_0: 0.5793 (0.5976)  loss_giou_aux_1: 0.5713 (0.5762)  loss_giou_aux_2: 0.5644 (0.5704)  loss_giou_aux_3: 0.5634 (0.5678)  loss_giou_aux_4: 0.5662 (0.5674)  loss_giou_aux_5: 0.6622 (0.6829)  loss_giou_dn_0: 0.7222 (0.7284)  loss_giou_dn_1: 0.6267 (0.6229)  loss_giou_dn_2: 0.5882 (0.5979)  loss_giou_dn_3: 0.5845 (0.5900)  loss_giou_dn_4: 0.5844 (0.5877)  loss_giou_dn_5: 0.5842 (0.5877)  loss_vfl: 0.7894 (0.7772)  loss_vfl_aux_0: 0.9128 (0.9202)  loss_vfl_aux_1: 0.8856 (0.8739)  loss_vfl_aux_2: 0.8017 (0.8187)  loss_vfl_aux_3: 0.7980 (0.7906)  loss_vfl_aux_4: 0.7707 (0.7799)  loss_vfl_aux_5: 0.9010 (0.8997)  loss_vfl_dn_0: 0.4897 (0.4897)  loss_vfl_dn_1: 0.4382 (0.4484)  loss_vfl_dn_2: 0.4208 (0.4312)  loss_vfl_dn_3: 0.4169 (0.4237)  loss_vfl_dn_4: 0.4124 (0.4214)  loss_vfl_dn_5: 0.4122 (0.4214)  time: 0.4671  data: 0.0142  max mem: 5653
Epoch: [5]  [4800/7393]  eta: 0:20:37  lr: 0.000010  loss: 19.1701 (19.6057)  loss_bbox: 0.1948 (0.1988)  loss_bbox_aux_0: 0.2177 (0.2152)  loss_bbox_aux_1: 0.2100 (0.2030)  loss_bbox_aux_2: 0.2043 (0.1996)  loss_bbox_aux_3: 0.1981 (0.1984)  loss_bbox_aux_4: 0.2011 (0.1987)  loss_bbox_aux_5: 0.2707 (0.2640)  loss_bbox_dn_0: 0.3798 (0.3746)  loss_bbox_dn_1: 0.3250 (0.3037)  loss_bbox_dn_2: 0.2951 (0.2851)  loss_bbox_dn_3: 0.2799 (0.2779)  loss_bbox_dn_4: 0.2765 (0.2756)  loss_bbox_dn_5: 0.2763 (0.2751)  loss_giou: 0.5019 (0.5666)  loss_giou_aux_0: 0.5437 (0.5970)  loss_giou_aux_1: 0.5195 (0.5757)  loss_giou_aux_2: 0.5217 (0.5698)  loss_giou_aux_3: 0.5101 (0.5672)  loss_giou_aux_4: 0.5005 (0.5668)  loss_giou_aux_5: 0.6250 (0.6823)  loss_giou_dn_0: 0.6690 (0.7280)  loss_giou_dn_1: 0.5591 (0.6225)  loss_giou_dn_2: 0.5391 (0.5975)  loss_giou_dn_3: 0.5276 (0.5896)  loss_giou_dn_4: 0.5263 (0.5873)  loss_giou_dn_5: 0.5264 (0.5872)  loss_vfl: 0.7755 (0.7776)  loss_vfl_aux_0: 0.9013 (0.9207)  loss_vfl_aux_1: 0.8620 (0.8742)  loss_vfl_aux_2: 0.8140 (0.8191)  loss_vfl_aux_3: 0.7900 (0.7910)  loss_vfl_aux_4: 0.7677 (0.7803)  loss_vfl_aux_5: 0.8791 (0.9002)  loss_vfl_dn_0: 0.4929 (0.4898)  loss_vfl_dn_1: 0.4386 (0.4484)  loss_vfl_dn_2: 0.4215 (0.4312)  loss_vfl_dn_3: 0.4091 (0.4237)  loss_vfl_dn_4: 0.4047 (0.4214)  loss_vfl_dn_5: 0.4021 (0.4213)  time: 0.4765  data: 0.0139  max mem: 5653
Epoch: [5]  [4900/7393]  eta: 0:19:52  lr: 0.000010  loss: 19.0708 (19.6010)  loss_bbox: 0.1754 (0.1987)  loss_bbox_aux_0: 0.1906 (0.2151)  loss_bbox_aux_1: 0.1838 (0.2029)  loss_bbox_aux_2: 0.1699 (0.1995)  loss_bbox_aux_3: 0.1663 (0.1983)  loss_bbox_aux_4: 0.1699 (0.1986)  loss_bbox_aux_5: 0.2463 (0.2639)  loss_bbox_dn_0: 0.3367 (0.3745)  loss_bbox_dn_1: 0.2782 (0.3035)  loss_bbox_dn_2: 0.2600 (0.2849)  loss_bbox_dn_3: 0.2534 (0.2778)  loss_bbox_dn_4: 0.2497 (0.2754)  loss_bbox_dn_5: 0.2502 (0.2749)  loss_giou: 0.5114 (0.5665)  loss_giou_aux_0: 0.5622 (0.5969)  loss_giou_aux_1: 0.5294 (0.5755)  loss_giou_aux_2: 0.5207 (0.5696)  loss_giou_aux_3: 0.5117 (0.5671)  loss_giou_aux_4: 0.5194 (0.5666)  loss_giou_aux_5: 0.6562 (0.6822)  loss_giou_dn_0: 0.7198 (0.7278)  loss_giou_dn_1: 0.6203 (0.6223)  loss_giou_dn_2: 0.5979 (0.5973)  loss_giou_dn_3: 0.5898 (0.5893)  loss_giou_dn_4: 0.5867 (0.5871)  loss_giou_dn_5: 0.5866 (0.5870)  loss_vfl: 0.7589 (0.7776)  loss_vfl_aux_0: 0.9146 (0.9207)  loss_vfl_aux_1: 0.8543 (0.8741)  loss_vfl_aux_2: 0.8019 (0.8190)  loss_vfl_aux_3: 0.7693 (0.7909)  loss_vfl_aux_4: 0.7538 (0.7803)  loss_vfl_aux_5: 0.8903 (0.9000)  loss_vfl_dn_0: 0.4832 (0.4898)  loss_vfl_dn_1: 0.4359 (0.4483)  loss_vfl_dn_2: 0.4224 (0.4311)  loss_vfl_dn_3: 0.4180 (0.4236)  loss_vfl_dn_4: 0.4130 (0.4213)  loss_vfl_dn_5: 0.4115 (0.4212)  time: 0.6945  data: 0.0153  max mem: 5653
Epoch: [5]  [5000/7393]  eta: 0:19:03  lr: 0.000010  loss: 19.1268 (19.5990)  loss_bbox: 0.1805 (0.1987)  loss_bbox_aux_0: 0.2054 (0.2151)  loss_bbox_aux_1: 0.1910 (0.2029)  loss_bbox_aux_2: 0.1856 (0.1996)  loss_bbox_aux_3: 0.1831 (0.1983)  loss_bbox_aux_4: 0.1760 (0.1986)  loss_bbox_aux_5: 0.2389 (0.2639)  loss_bbox_dn_0: 0.3316 (0.3742)  loss_bbox_dn_1: 0.2714 (0.3032)  loss_bbox_dn_2: 0.2478 (0.2847)  loss_bbox_dn_3: 0.2356 (0.2775)  loss_bbox_dn_4: 0.2300 (0.2751)  loss_bbox_dn_5: 0.2293 (0.2747)  loss_giou: 0.5592 (0.5670)  loss_giou_aux_0: 0.5948 (0.5974)  loss_giou_aux_1: 0.5783 (0.5761)  loss_giou_aux_2: 0.5793 (0.5702)  loss_giou_aux_3: 0.5645 (0.5676)  loss_giou_aux_4: 0.5562 (0.5672)  loss_giou_aux_5: 0.6640 (0.6826)  loss_giou_dn_0: 0.7154 (0.7279)  loss_giou_dn_1: 0.6113 (0.6224)  loss_giou_dn_2: 0.5817 (0.5974)  loss_giou_dn_3: 0.5741 (0.5895)  loss_giou_dn_4: 0.5730 (0.5872)  loss_giou_dn_5: 0.5725 (0.5872)  loss_vfl: 0.7321 (0.7769)  loss_vfl_aux_0: 0.8681 (0.9201)  loss_vfl_aux_1: 0.8175 (0.8734)  loss_vfl_aux_2: 0.7763 (0.8183)  loss_vfl_aux_3: 0.7532 (0.7903)  loss_vfl_aux_4: 0.7409 (0.7796)  loss_vfl_aux_5: 0.8414 (0.8994)  loss_vfl_dn_0: 0.4823 (0.4897)  loss_vfl_dn_1: 0.4406 (0.4482)  loss_vfl_dn_2: 0.4226 (0.4310)  loss_vfl_dn_3: 0.4176 (0.4235)  loss_vfl_dn_4: 0.4164 (0.4212)  loss_vfl_dn_5: 0.4129 (0.4212)  time: 0.4762  data: 0.0136  max mem: 5653
Epoch: [5]  [5100/7393]  eta: 0:18:15  lr: 0.000010  loss: 19.1343 (19.5975)  loss_bbox: 0.1867 (0.1988)  loss_bbox_aux_0: 0.2158 (0.2152)  loss_bbox_aux_1: 0.1964 (0.2031)  loss_bbox_aux_2: 0.1837 (0.1997)  loss_bbox_aux_3: 0.1901 (0.1984)  loss_bbox_aux_4: 0.1917 (0.1987)  loss_bbox_aux_5: 0.2697 (0.2641)  loss_bbox_dn_0: 0.3877 (0.3744)  loss_bbox_dn_1: 0.3149 (0.3035)  loss_bbox_dn_2: 0.3000 (0.2849)  loss_bbox_dn_3: 0.2974 (0.2778)  loss_bbox_dn_4: 0.2963 (0.2753)  loss_bbox_dn_5: 0.2962 (0.2749)  loss_giou: 0.4844 (0.5664)  loss_giou_aux_0: 0.5314 (0.5969)  loss_giou_aux_1: 0.4879 (0.5755)  loss_giou_aux_2: 0.4916 (0.5696)  loss_giou_aux_3: 0.4757 (0.5670)  loss_giou_aux_4: 0.4835 (0.5666)  loss_giou_aux_5: 0.5948 (0.6821)  loss_giou_dn_0: 0.6883 (0.7276)  loss_giou_dn_1: 0.5735 (0.6221)  loss_giou_dn_2: 0.5472 (0.5970)  loss_giou_dn_3: 0.5366 (0.5891)  loss_giou_dn_4: 0.5351 (0.5868)  loss_giou_dn_5: 0.5351 (0.5868)  loss_vfl: 0.8104 (0.7773)  loss_vfl_aux_0: 0.9200 (0.9204)  loss_vfl_aux_1: 0.9021 (0.8737)  loss_vfl_aux_2: 0.8591 (0.8187)  loss_vfl_aux_3: 0.8112 (0.7906)  loss_vfl_aux_4: 0.8109 (0.7799)  loss_vfl_aux_5: 0.8988 (0.8995)  loss_vfl_dn_0: 0.4926 (0.4897)  loss_vfl_dn_1: 0.4487 (0.4482)  loss_vfl_dn_2: 0.4321 (0.4310)  loss_vfl_dn_3: 0.4243 (0.4235)  loss_vfl_dn_4: 0.4206 (0.4212)  loss_vfl_dn_5: 0.4201 (0.4211)  time: 0.4689  data: 0.0138  max mem: 5653
Epoch: [5]  [5200/7393]  eta: 0:17:27  lr: 0.000010  loss: 19.3193 (19.5976)  loss_bbox: 0.1959 (0.1989)  loss_bbox_aux_0: 0.2201 (0.2154)  loss_bbox_aux_1: 0.2120 (0.2032)  loss_bbox_aux_2: 0.2024 (0.1999)  loss_bbox_aux_3: 0.1967 (0.1985)  loss_bbox_aux_4: 0.1935 (0.1988)  loss_bbox_aux_5: 0.2698 (0.2643)  loss_bbox_dn_0: 0.3465 (0.3747)  loss_bbox_dn_1: 0.3058 (0.3036)  loss_bbox_dn_2: 0.2834 (0.2850)  loss_bbox_dn_3: 0.2803 (0.2779)  loss_bbox_dn_4: 0.2757 (0.2755)  loss_bbox_dn_5: 0.2758 (0.2750)  loss_giou: 0.5326 (0.5663)  loss_giou_aux_0: 0.5808 (0.5968)  loss_giou_aux_1: 0.5459 (0.5754)  loss_giou_aux_2: 0.5409 (0.5695)  loss_giou_aux_3: 0.5350 (0.5669)  loss_giou_aux_4: 0.5329 (0.5665)  loss_giou_aux_5: 0.6916 (0.6820)  loss_giou_dn_0: 0.7209 (0.7274)  loss_giou_dn_1: 0.6124 (0.6219)  loss_giou_dn_2: 0.5852 (0.5969)  loss_giou_dn_3: 0.5727 (0.5889)  loss_giou_dn_4: 0.5711 (0.5866)  loss_giou_dn_5: 0.5710 (0.5866)  loss_vfl: 0.7350 (0.7773)  loss_vfl_aux_0: 0.8622 (0.9206)  loss_vfl_aux_1: 0.8147 (0.8738)  loss_vfl_aux_2: 0.7644 (0.8188)  loss_vfl_aux_3: 0.7423 (0.7906)  loss_vfl_aux_4: 0.7454 (0.7799)  loss_vfl_aux_5: 0.8630 (0.8995)  loss_vfl_dn_0: 0.4846 (0.4897)  loss_vfl_dn_1: 0.4504 (0.4482)  loss_vfl_dn_2: 0.4323 (0.4310)  loss_vfl_dn_3: 0.4231 (0.4235)  loss_vfl_dn_4: 0.4209 (0.4211)  loss_vfl_dn_5: 0.4217 (0.4211)  time: 0.4655  data: 0.0141  max mem: 5653
Epoch: [5]  [5300/7393]  eta: 0:16:39  lr: 0.000010  loss: 20.0095 (19.6012)  loss_bbox: 0.1978 (0.1989)  loss_bbox_aux_0: 0.2043 (0.2154)  loss_bbox_aux_1: 0.1968 (0.2033)  loss_bbox_aux_2: 0.1983 (0.1999)  loss_bbox_aux_3: 0.2018 (0.1986)  loss_bbox_aux_4: 0.1958 (0.1989)  loss_bbox_aux_5: 0.2433 (0.2643)  loss_bbox_dn_0: 0.3412 (0.3747)  loss_bbox_dn_1: 0.2719 (0.3037)  loss_bbox_dn_2: 0.2495 (0.2850)  loss_bbox_dn_3: 0.2448 (0.2779)  loss_bbox_dn_4: 0.2423 (0.2754)  loss_bbox_dn_5: 0.2415 (0.2750)  loss_giou: 0.5812 (0.5668)  loss_giou_aux_0: 0.5868 (0.5972)  loss_giou_aux_1: 0.5722 (0.5759)  loss_giou_aux_2: 0.5787 (0.5700)  loss_giou_aux_3: 0.5692 (0.5674)  loss_giou_aux_4: 0.5790 (0.5669)  loss_giou_aux_5: 0.6860 (0.6824)  loss_giou_dn_0: 0.7296 (0.7276)  loss_giou_dn_1: 0.6234 (0.6221)  loss_giou_dn_2: 0.5838 (0.5971)  loss_giou_dn_3: 0.5741 (0.5891)  loss_giou_dn_4: 0.5700 (0.5868)  loss_giou_dn_5: 0.5699 (0.5868)  loss_vfl: 0.7351 (0.7771)  loss_vfl_aux_0: 0.8849 (0.9205)  loss_vfl_aux_1: 0.8460 (0.8737)  loss_vfl_aux_2: 0.7673 (0.8185)  loss_vfl_aux_3: 0.7560 (0.7904)  loss_vfl_aux_4: 0.7411 (0.7797)  loss_vfl_aux_5: 0.8701 (0.8994)  loss_vfl_dn_0: 0.4881 (0.4897)  loss_vfl_dn_1: 0.4449 (0.4482)  loss_vfl_dn_2: 0.4303 (0.4310)  loss_vfl_dn_3: 0.4235 (0.4235)  loss_vfl_dn_4: 0.4200 (0.4211)  loss_vfl_dn_5: 0.4176 (0.4211)  time: 0.4748  data: 0.0140  max mem: 5653
Epoch: [5]  [5400/7393]  eta: 0:15:51  lr: 0.000010  loss: 19.3302 (19.5971)  loss_bbox: 0.1926 (0.1989)  loss_bbox_aux_0: 0.2173 (0.2153)  loss_bbox_aux_1: 0.2049 (0.2032)  loss_bbox_aux_2: 0.1960 (0.1999)  loss_bbox_aux_3: 0.1985 (0.1985)  loss_bbox_aux_4: 0.1918 (0.1988)  loss_bbox_aux_5: 0.2628 (0.2642)  loss_bbox_dn_0: 0.3482 (0.3744)  loss_bbox_dn_1: 0.2839 (0.3033)  loss_bbox_dn_2: 0.2704 (0.2847)  loss_bbox_dn_3: 0.2630 (0.2776)  loss_bbox_dn_4: 0.2592 (0.2751)  loss_bbox_dn_5: 0.2585 (0.2747)  loss_giou: 0.5543 (0.5667)  loss_giou_aux_0: 0.5864 (0.5971)  loss_giou_aux_1: 0.5561 (0.5758)  loss_giou_aux_2: 0.5644 (0.5699)  loss_giou_aux_3: 0.5538 (0.5674)  loss_giou_aux_4: 0.5518 (0.5669)  loss_giou_aux_5: 0.6623 (0.6822)  loss_giou_dn_0: 0.7264 (0.7275)  loss_giou_dn_1: 0.6168 (0.6220)  loss_giou_dn_2: 0.5917 (0.5969)  loss_giou_dn_3: 0.5827 (0.5890)  loss_giou_dn_4: 0.5805 (0.5867)  loss_giou_dn_5: 0.5800 (0.5867)  loss_vfl: 0.7741 (0.7770)  loss_vfl_aux_0: 0.8815 (0.9204)  loss_vfl_aux_1: 0.8598 (0.8736)  loss_vfl_aux_2: 0.7889 (0.8184)  loss_vfl_aux_3: 0.7695 (0.7904)  loss_vfl_aux_4: 0.7703 (0.7797)  loss_vfl_aux_5: 0.8610 (0.8993)  loss_vfl_dn_0: 0.4857 (0.4897)  loss_vfl_dn_1: 0.4362 (0.4482)  loss_vfl_dn_2: 0.4204 (0.4310)  loss_vfl_dn_3: 0.4149 (0.4235)  loss_vfl_dn_4: 0.4127 (0.4211)  loss_vfl_dn_5: 0.4092 (0.4211)  time: 0.4714  data: 0.0143  max mem: 5653
Epoch: [5]  [5500/7393]  eta: 0:15:03  lr: 0.000010  loss: 19.3632 (19.5935)  loss_bbox: 0.1790 (0.1987)  loss_bbox_aux_0: 0.1976 (0.2151)  loss_bbox_aux_1: 0.1843 (0.2031)  loss_bbox_aux_2: 0.1783 (0.1997)  loss_bbox_aux_3: 0.1750 (0.1984)  loss_bbox_aux_4: 0.1769 (0.1987)  loss_bbox_aux_5: 0.2376 (0.2640)  loss_bbox_dn_0: 0.3512 (0.3741)  loss_bbox_dn_1: 0.2533 (0.3031)  loss_bbox_dn_2: 0.2303 (0.2846)  loss_bbox_dn_3: 0.2275 (0.2774)  loss_bbox_dn_4: 0.2257 (0.2749)  loss_bbox_dn_5: 0.2259 (0.2745)  loss_giou: 0.5468 (0.5667)  loss_giou_aux_0: 0.5824 (0.5972)  loss_giou_aux_1: 0.5647 (0.5758)  loss_giou_aux_2: 0.5482 (0.5699)  loss_giou_aux_3: 0.5438 (0.5673)  loss_giou_aux_4: 0.5464 (0.5669)  loss_giou_aux_5: 0.6485 (0.6821)  loss_giou_dn_0: 0.7179 (0.7274)  loss_giou_dn_1: 0.6115 (0.6219)  loss_giou_dn_2: 0.5827 (0.5969)  loss_giou_dn_3: 0.5725 (0.5889)  loss_giou_dn_4: 0.5691 (0.5866)  loss_giou_dn_5: 0.5696 (0.5866)  loss_vfl: 0.7721 (0.7770)  loss_vfl_aux_0: 0.9091 (0.9202)  loss_vfl_aux_1: 0.8580 (0.8734)  loss_vfl_aux_2: 0.8095 (0.8183)  loss_vfl_aux_3: 0.8002 (0.7903)  loss_vfl_aux_4: 0.7866 (0.7797)  loss_vfl_aux_5: 0.8982 (0.8991)  loss_vfl_dn_0: 0.4901 (0.4897)  loss_vfl_dn_1: 0.4454 (0.4482)  loss_vfl_dn_2: 0.4299 (0.4310)  loss_vfl_dn_3: 0.4211 (0.4235)  loss_vfl_dn_4: 0.4194 (0.4211)  loss_vfl_dn_5: 0.4213 (0.4211)  time: 0.4608  data: 0.0140  max mem: 5653
Epoch: [5]  [5600/7393]  eta: 0:14:15  lr: 0.000010  loss: 19.2551 (19.5914)  loss_bbox: 0.1881 (0.1986)  loss_bbox_aux_0: 0.1936 (0.2150)  loss_bbox_aux_1: 0.2002 (0.2030)  loss_bbox_aux_2: 0.1890 (0.1997)  loss_bbox_aux_3: 0.1916 (0.1983)  loss_bbox_aux_4: 0.1909 (0.1986)  loss_bbox_aux_5: 0.2560 (0.2639)  loss_bbox_dn_0: 0.3782 (0.3739)  loss_bbox_dn_1: 0.2937 (0.3029)  loss_bbox_dn_2: 0.2803 (0.2843)  loss_bbox_dn_3: 0.2711 (0.2772)  loss_bbox_dn_4: 0.2639 (0.2747)  loss_bbox_dn_5: 0.2638 (0.2743)  loss_giou: 0.5121 (0.5669)  loss_giou_aux_0: 0.5319 (0.5973)  loss_giou_aux_1: 0.5257 (0.5760)  loss_giou_aux_2: 0.5077 (0.5701)  loss_giou_aux_3: 0.5166 (0.5675)  loss_giou_aux_4: 0.5120 (0.5670)  loss_giou_aux_5: 0.6290 (0.6823)  loss_giou_dn_0: 0.7085 (0.7274)  loss_giou_dn_1: 0.6042 (0.6219)  loss_giou_dn_2: 0.5764 (0.5969)  loss_giou_dn_3: 0.5664 (0.5890)  loss_giou_dn_4: 0.5640 (0.5867)  loss_giou_dn_5: 0.5636 (0.5867)  loss_vfl: 0.7605 (0.7769)  loss_vfl_aux_0: 0.9064 (0.9201)  loss_vfl_aux_1: 0.8385 (0.8732)  loss_vfl_aux_2: 0.8007 (0.8181)  loss_vfl_aux_3: 0.7595 (0.7901)  loss_vfl_aux_4: 0.7528 (0.7795)  loss_vfl_aux_5: 0.8934 (0.8989)  loss_vfl_dn_0: 0.4832 (0.4897)  loss_vfl_dn_1: 0.4482 (0.4482)  loss_vfl_dn_2: 0.4294 (0.4309)  loss_vfl_dn_3: 0.4234 (0.4235)  loss_vfl_dn_4: 0.4209 (0.4211)  loss_vfl_dn_5: 0.4202 (0.4211)  time: 0.4865  data: 0.0144  max mem: 5653
Epoch: [5]  [5700/7393]  eta: 0:13:27  lr: 0.000010  loss: 19.3024 (19.5898)  loss_bbox: 0.1847 (0.1987)  loss_bbox_aux_0: 0.1918 (0.2150)  loss_bbox_aux_1: 0.1906 (0.2030)  loss_bbox_aux_2: 0.1829 (0.1997)  loss_bbox_aux_3: 0.1851 (0.1983)  loss_bbox_aux_4: 0.1838 (0.1986)  loss_bbox_aux_5: 0.2444 (0.2638)  loss_bbox_dn_0: 0.3767 (0.3740)  loss_bbox_dn_1: 0.2889 (0.3030)  loss_bbox_dn_2: 0.2668 (0.2844)  loss_bbox_dn_3: 0.2591 (0.2772)  loss_bbox_dn_4: 0.2559 (0.2748)  loss_bbox_dn_5: 0.2558 (0.2744)  loss_giou: 0.5363 (0.5666)  loss_giou_aux_0: 0.5652 (0.5971)  loss_giou_aux_1: 0.5427 (0.5757)  loss_giou_aux_2: 0.5410 (0.5698)  loss_giou_aux_3: 0.5323 (0.5672)  loss_giou_aux_4: 0.5354 (0.5667)  loss_giou_aux_5: 0.6576 (0.6820)  loss_giou_dn_0: 0.7293 (0.7273)  loss_giou_dn_1: 0.6283 (0.6218)  loss_giou_dn_2: 0.6107 (0.5968)  loss_giou_dn_3: 0.6042 (0.5889)  loss_giou_dn_4: 0.6004 (0.5866)  loss_giou_dn_5: 0.5990 (0.5866)  loss_vfl: 0.7680 (0.7771)  loss_vfl_aux_0: 0.8829 (0.9203)  loss_vfl_aux_1: 0.8319 (0.8732)  loss_vfl_aux_2: 0.7704 (0.8183)  loss_vfl_aux_3: 0.7572 (0.7903)  loss_vfl_aux_4: 0.7623 (0.7797)  loss_vfl_aux_5: 0.8756 (0.8991)  loss_vfl_dn_0: 0.4819 (0.4897)  loss_vfl_dn_1: 0.4405 (0.4481)  loss_vfl_dn_2: 0.4315 (0.4309)  loss_vfl_dn_3: 0.4230 (0.4234)  loss_vfl_dn_4: 0.4219 (0.4210)  loss_vfl_dn_5: 0.4222 (0.4210)  time: 0.4685  data: 0.0142  max mem: 5653
Epoch: [5]  [5800/7393]  eta: 0:12:39  lr: 0.000010  loss: 19.3521 (19.5907)  loss_bbox: 0.2154 (0.1986)  loss_bbox_aux_0: 0.2074 (0.2149)  loss_bbox_aux_1: 0.2123 (0.2030)  loss_bbox_aux_2: 0.2077 (0.1996)  loss_bbox_aux_3: 0.2138 (0.1983)  loss_bbox_aux_4: 0.2150 (0.1986)  loss_bbox_aux_5: 0.2592 (0.2637)  loss_bbox_dn_0: 0.3501 (0.3736)  loss_bbox_dn_1: 0.2852 (0.3027)  loss_bbox_dn_2: 0.2627 (0.2842)  loss_bbox_dn_3: 0.2542 (0.2770)  loss_bbox_dn_4: 0.2500 (0.2746)  loss_bbox_dn_5: 0.2504 (0.2742)  loss_giou: 0.5368 (0.5671)  loss_giou_aux_0: 0.5688 (0.5975)  loss_giou_aux_1: 0.5428 (0.5762)  loss_giou_aux_2: 0.5412 (0.5703)  loss_giou_aux_3: 0.5375 (0.5677)  loss_giou_aux_4: 0.5400 (0.5672)  loss_giou_aux_5: 0.6584 (0.6824)  loss_giou_dn_0: 0.7093 (0.7274)  loss_giou_dn_1: 0.6115 (0.6220)  loss_giou_dn_2: 0.5888 (0.5970)  loss_giou_dn_3: 0.5809 (0.5891)  loss_giou_dn_4: 0.5784 (0.5868)  loss_giou_dn_5: 0.5786 (0.5868)  loss_vfl: 0.7606 (0.7769)  loss_vfl_aux_0: 0.8752 (0.9200)  loss_vfl_aux_1: 0.8507 (0.8730)  loss_vfl_aux_2: 0.8152 (0.8181)  loss_vfl_aux_3: 0.7601 (0.7901)  loss_vfl_aux_4: 0.7473 (0.7795)  loss_vfl_aux_5: 0.8605 (0.8989)  loss_vfl_dn_0: 0.4857 (0.4896)  loss_vfl_dn_1: 0.4476 (0.4481)  loss_vfl_dn_2: 0.4302 (0.4309)  loss_vfl_dn_3: 0.4261 (0.4234)  loss_vfl_dn_4: 0.4193 (0.4210)  loss_vfl_dn_5: 0.4205 (0.4210)  time: 0.4702  data: 0.0138  max mem: 5653
Epoch: [5]  [5900/7393]  eta: 0:11:51  lr: 0.000010  loss: 19.1322 (19.5882)  loss_bbox: 0.1918 (0.1986)  loss_bbox_aux_0: 0.2060 (0.2149)  loss_bbox_aux_1: 0.2034 (0.2029)  loss_bbox_aux_2: 0.2002 (0.1996)  loss_bbox_aux_3: 0.1999 (0.1983)  loss_bbox_aux_4: 0.1919 (0.1986)  loss_bbox_aux_5: 0.2539 (0.2637)  loss_bbox_dn_0: 0.3558 (0.3737)  loss_bbox_dn_1: 0.2965 (0.3027)  loss_bbox_dn_2: 0.2695 (0.2842)  loss_bbox_dn_3: 0.2533 (0.2770)  loss_bbox_dn_4: 0.2472 (0.2746)  loss_bbox_dn_5: 0.2459 (0.2741)  loss_giou: 0.5347 (0.5670)  loss_giou_aux_0: 0.5742 (0.5975)  loss_giou_aux_1: 0.5537 (0.5761)  loss_giou_aux_2: 0.5396 (0.5702)  loss_giou_aux_3: 0.5378 (0.5677)  loss_giou_aux_4: 0.5333 (0.5672)  loss_giou_aux_5: 0.6731 (0.6823)  loss_giou_dn_0: 0.7212 (0.7273)  loss_giou_dn_1: 0.6135 (0.6219)  loss_giou_dn_2: 0.5866 (0.5969)  loss_giou_dn_3: 0.5827 (0.5890)  loss_giou_dn_4: 0.5813 (0.5867)  loss_giou_dn_5: 0.5817 (0.5867)  loss_vfl: 0.7647 (0.7767)  loss_vfl_aux_0: 0.9456 (0.9199)  loss_vfl_aux_1: 0.8864 (0.8727)  loss_vfl_aux_2: 0.8167 (0.8180)  loss_vfl_aux_3: 0.7824 (0.7899)  loss_vfl_aux_4: 0.7681 (0.7793)  loss_vfl_aux_5: 0.8779 (0.8988)  loss_vfl_dn_0: 0.4866 (0.4896)  loss_vfl_dn_1: 0.4400 (0.4480)  loss_vfl_dn_2: 0.4235 (0.4308)  loss_vfl_dn_3: 0.4126 (0.4233)  loss_vfl_dn_4: 0.4110 (0.4209)  loss_vfl_dn_5: 0.4084 (0.4209)  time: 0.4710  data: 0.0143  max mem: 5653
Epoch: [5]  [6000/7393]  eta: 0:11:03  lr: 0.000010  loss: 19.4073 (19.5840)  loss_bbox: 0.1817 (0.1985)  loss_bbox_aux_0: 0.1922 (0.2149)  loss_bbox_aux_1: 0.1804 (0.2029)  loss_bbox_aux_2: 0.1831 (0.1995)  loss_bbox_aux_3: 0.1808 (0.1982)  loss_bbox_aux_4: 0.1814 (0.1985)  loss_bbox_aux_5: 0.2449 (0.2636)  loss_bbox_dn_0: 0.3161 (0.3734)  loss_bbox_dn_1: 0.2683 (0.3025)  loss_bbox_dn_2: 0.2568 (0.2839)  loss_bbox_dn_3: 0.2460 (0.2768)  loss_bbox_dn_4: 0.2445 (0.2743)  loss_bbox_dn_5: 0.2442 (0.2739)  loss_giou: 0.5761 (0.5673)  loss_giou_aux_0: 0.6105 (0.5978)  loss_giou_aux_1: 0.5893 (0.5764)  loss_giou_aux_2: 0.5829 (0.5705)  loss_giou_aux_3: 0.5769 (0.5680)  loss_giou_aux_4: 0.5825 (0.5675)  loss_giou_aux_5: 0.6864 (0.6826)  loss_giou_dn_0: 0.7387 (0.7274)  loss_giou_dn_1: 0.6384 (0.6220)  loss_giou_dn_2: 0.6146 (0.5970)  loss_giou_dn_3: 0.6089 (0.5891)  loss_giou_dn_4: 0.6045 (0.5868)  loss_giou_dn_5: 0.6045 (0.5868)  loss_vfl: 0.7400 (0.7761)  loss_vfl_aux_0: 0.8570 (0.9192)  loss_vfl_aux_1: 0.8144 (0.8720)  loss_vfl_aux_2: 0.7709 (0.8174)  loss_vfl_aux_3: 0.7530 (0.7892)  loss_vfl_aux_4: 0.7324 (0.7787)  loss_vfl_aux_5: 0.8270 (0.8982)  loss_vfl_dn_0: 0.4842 (0.4895)  loss_vfl_dn_1: 0.4435 (0.4479)  loss_vfl_dn_2: 0.4290 (0.4307)  loss_vfl_dn_3: 0.4207 (0.4232)  loss_vfl_dn_4: 0.4190 (0.4209)  loss_vfl_dn_5: 0.4218 (0.4208)  time: 0.4662  data: 0.0139  max mem: 5653
Epoch: [5]  [6100/7393]  eta: 0:10:16  lr: 0.000010  loss: 18.8786 (19.5829)  loss_bbox: 0.1580 (0.1985)  loss_bbox_aux_0: 0.1680 (0.2149)  loss_bbox_aux_1: 0.1659 (0.2028)  loss_bbox_aux_2: 0.1615 (0.1994)  loss_bbox_aux_3: 0.1606 (0.1982)  loss_bbox_aux_4: 0.1677 (0.1984)  loss_bbox_aux_5: 0.2145 (0.2636)  loss_bbox_dn_0: 0.3607 (0.3735)  loss_bbox_dn_1: 0.2593 (0.3025)  loss_bbox_dn_2: 0.2341 (0.2840)  loss_bbox_dn_3: 0.2260 (0.2767)  loss_bbox_dn_4: 0.2246 (0.2743)  loss_bbox_dn_5: 0.2239 (0.2739)  loss_giou: 0.4801 (0.5673)  loss_giou_aux_0: 0.5133 (0.5977)  loss_giou_aux_1: 0.4831 (0.5764)  loss_giou_aux_2: 0.4894 (0.5704)  loss_giou_aux_3: 0.4811 (0.5680)  loss_giou_aux_4: 0.4800 (0.5674)  loss_giou_aux_5: 0.5944 (0.6826)  loss_giou_dn_0: 0.6675 (0.7273)  loss_giou_dn_1: 0.5585 (0.6218)  loss_giou_dn_2: 0.5363 (0.5968)  loss_giou_dn_3: 0.5274 (0.5889)  loss_giou_dn_4: 0.5253 (0.5866)  loss_giou_dn_5: 0.5254 (0.5866)  loss_vfl: 0.7126 (0.7762)  loss_vfl_aux_0: 0.9211 (0.9193)  loss_vfl_aux_1: 0.8514 (0.8723)  loss_vfl_aux_2: 0.8020 (0.8175)  loss_vfl_aux_3: 0.7801 (0.7892)  loss_vfl_aux_4: 0.7408 (0.7787)  loss_vfl_aux_5: 0.9211 (0.8984)  loss_vfl_dn_0: 0.4829 (0.4895)  loss_vfl_dn_1: 0.4408 (0.4478)  loss_vfl_dn_2: 0.4245 (0.4306)  loss_vfl_dn_3: 0.4098 (0.4232)  loss_vfl_dn_4: 0.4054 (0.4208)  loss_vfl_dn_5: 0.4042 (0.4208)  time: 0.4669  data: 0.0140  max mem: 5653
Epoch: [5]  [6200/7393]  eta: 0:09:28  lr: 0.000010  loss: 19.1941 (19.5794)  loss_bbox: 0.1929 (0.1984)  loss_bbox_aux_0: 0.1956 (0.2147)  loss_bbox_aux_1: 0.1979 (0.2028)  loss_bbox_aux_2: 0.1980 (0.1994)  loss_bbox_aux_3: 0.1936 (0.1981)  loss_bbox_aux_4: 0.1974 (0.1984)  loss_bbox_aux_5: 0.2512 (0.2636)  loss_bbox_dn_0: 0.3705 (0.3734)  loss_bbox_dn_1: 0.2988 (0.3024)  loss_bbox_dn_2: 0.2768 (0.2839)  loss_bbox_dn_3: 0.2581 (0.2766)  loss_bbox_dn_4: 0.2554 (0.2742)  loss_bbox_dn_5: 0.2539 (0.2738)  loss_giou: 0.5883 (0.5672)  loss_giou_aux_0: 0.5910 (0.5976)  loss_giou_aux_1: 0.5873 (0.5763)  loss_giou_aux_2: 0.5763 (0.5704)  loss_giou_aux_3: 0.5855 (0.5679)  loss_giou_aux_4: 0.5850 (0.5674)  loss_giou_aux_5: 0.6757 (0.6825)  loss_giou_dn_0: 0.7028 (0.7271)  loss_giou_dn_1: 0.6126 (0.6216)  loss_giou_dn_2: 0.5828 (0.5967)  loss_giou_dn_3: 0.5769 (0.5888)  loss_giou_dn_4: 0.5753 (0.5865)  loss_giou_dn_5: 0.5752 (0.5865)  loss_vfl: 0.7293 (0.7761)  loss_vfl_aux_0: 0.8876 (0.9193)  loss_vfl_aux_1: 0.8270 (0.8721)  loss_vfl_aux_2: 0.7673 (0.8173)  loss_vfl_aux_3: 0.7425 (0.7891)  loss_vfl_aux_4: 0.7351 (0.7786)  loss_vfl_aux_5: 0.8663 (0.8985)  loss_vfl_dn_0: 0.4787 (0.4895)  loss_vfl_dn_1: 0.4363 (0.4478)  loss_vfl_dn_2: 0.4223 (0.4306)  loss_vfl_dn_3: 0.4161 (0.4231)  loss_vfl_dn_4: 0.4140 (0.4208)  loss_vfl_dn_5: 0.4089 (0.4207)  time: 0.4739  data: 0.0144  max mem: 5653
Epoch: [5]  [6300/7393]  eta: 0:08:40  lr: 0.000010  loss: 19.0383 (19.5750)  loss_bbox: 0.1816 (0.1984)  loss_bbox_aux_0: 0.1983 (0.2147)  loss_bbox_aux_1: 0.1834 (0.2027)  loss_bbox_aux_2: 0.1808 (0.1993)  loss_bbox_aux_3: 0.1815 (0.1980)  loss_bbox_aux_4: 0.1831 (0.1983)  loss_bbox_aux_5: 0.2750 (0.2635)  loss_bbox_dn_0: 0.3583 (0.3732)  loss_bbox_dn_1: 0.2837 (0.3022)  loss_bbox_dn_2: 0.2742 (0.2837)  loss_bbox_dn_3: 0.2692 (0.2765)  loss_bbox_dn_4: 0.2693 (0.2740)  loss_bbox_dn_5: 0.2715 (0.2736)  loss_giou: 0.4994 (0.5672)  loss_giou_aux_0: 0.5152 (0.5975)  loss_giou_aux_1: 0.5215 (0.5763)  loss_giou_aux_2: 0.5058 (0.5703)  loss_giou_aux_3: 0.4994 (0.5679)  loss_giou_aux_4: 0.4993 (0.5673)  loss_giou_aux_5: 0.6042 (0.6823)  loss_giou_dn_0: 0.6952 (0.7271)  loss_giou_dn_1: 0.5793 (0.6216)  loss_giou_dn_2: 0.5530 (0.5967)  loss_giou_dn_3: 0.5471 (0.5888)  loss_giou_dn_4: 0.5437 (0.5865)  loss_giou_dn_5: 0.5437 (0.5865)  loss_vfl: 0.7752 (0.7758)  loss_vfl_aux_0: 0.9017 (0.9189)  loss_vfl_aux_1: 0.8365 (0.8718)  loss_vfl_aux_2: 0.7881 (0.8170)  loss_vfl_aux_3: 0.7743 (0.7888)  loss_vfl_aux_4: 0.7651 (0.7783)  loss_vfl_aux_5: 0.9335 (0.8983)  loss_vfl_dn_0: 0.4904 (0.4894)  loss_vfl_dn_1: 0.4471 (0.4477)  loss_vfl_dn_2: 0.4266 (0.4305)  loss_vfl_dn_3: 0.4214 (0.4230)  loss_vfl_dn_4: 0.4173 (0.4207)  loss_vfl_dn_5: 0.4175 (0.4206)  time: 0.4693  data: 0.0140  max mem: 5653
Epoch: [5]  [6400/7393]  eta: 0:07:52  lr: 0.000010  loss: 18.8093 (19.5746)  loss_bbox: 0.2065 (0.1984)  loss_bbox_aux_0: 0.2078 (0.2148)  loss_bbox_aux_1: 0.2112 (0.2028)  loss_bbox_aux_2: 0.2226 (0.1993)  loss_bbox_aux_3: 0.2165 (0.1981)  loss_bbox_aux_4: 0.2107 (0.1984)  loss_bbox_aux_5: 0.2496 (0.2634)  loss_bbox_dn_0: 0.3707 (0.3732)  loss_bbox_dn_1: 0.2874 (0.3022)  loss_bbox_dn_2: 0.2663 (0.2836)  loss_bbox_dn_3: 0.2528 (0.2764)  loss_bbox_dn_4: 0.2524 (0.2740)  loss_bbox_dn_5: 0.2520 (0.2736)  loss_giou: 0.5122 (0.5670)  loss_giou_aux_0: 0.5440 (0.5973)  loss_giou_aux_1: 0.5255 (0.5762)  loss_giou_aux_2: 0.5214 (0.5702)  loss_giou_aux_3: 0.5085 (0.5677)  loss_giou_aux_4: 0.5101 (0.5672)  loss_giou_aux_5: 0.6413 (0.6821)  loss_giou_dn_0: 0.7008 (0.7269)  loss_giou_dn_1: 0.5872 (0.6215)  loss_giou_dn_2: 0.5611 (0.5965)  loss_giou_dn_3: 0.5512 (0.5886)  loss_giou_dn_4: 0.5506 (0.5863)  loss_giou_dn_5: 0.5501 (0.5863)  loss_vfl: 0.7428 (0.7759)  loss_vfl_aux_0: 0.9433 (0.9195)  loss_vfl_aux_1: 0.8655 (0.8721)  loss_vfl_aux_2: 0.8196 (0.8173)  loss_vfl_aux_3: 0.7720 (0.7890)  loss_vfl_aux_4: 0.7379 (0.7784)  loss_vfl_aux_5: 0.8834 (0.8985)  loss_vfl_dn_0: 0.4893 (0.4895)  loss_vfl_dn_1: 0.4490 (0.4477)  loss_vfl_dn_2: 0.4308 (0.4305)  loss_vfl_dn_3: 0.4214 (0.4230)  loss_vfl_dn_4: 0.4187 (0.4207)  loss_vfl_dn_5: 0.4217 (0.4206)  time: 0.4985  data: 0.0142  max mem: 5653
Epoch: [5]  [6500/7393]  eta: 0:07:05  lr: 0.000010  loss: 19.5240 (19.5710)  loss_bbox: 0.1854 (0.1983)  loss_bbox_aux_0: 0.2037 (0.2147)  loss_bbox_aux_1: 0.1936 (0.2027)  loss_bbox_aux_2: 0.1885 (0.1992)  loss_bbox_aux_3: 0.1892 (0.1980)  loss_bbox_aux_4: 0.1863 (0.1982)  loss_bbox_aux_5: 0.2382 (0.2633)  loss_bbox_dn_0: 0.3527 (0.3731)  loss_bbox_dn_1: 0.2949 (0.3021)  loss_bbox_dn_2: 0.2634 (0.2835)  loss_bbox_dn_3: 0.2586 (0.2763)  loss_bbox_dn_4: 0.2571 (0.2738)  loss_bbox_dn_5: 0.2576 (0.2734)  loss_giou: 0.5630 (0.5667)  loss_giou_aux_0: 0.6012 (0.5970)  loss_giou_aux_1: 0.5836 (0.5759)  loss_giou_aux_2: 0.5751 (0.5699)  loss_giou_aux_3: 0.5657 (0.5674)  loss_giou_aux_4: 0.5660 (0.5668)  loss_giou_aux_5: 0.6943 (0.6818)  loss_giou_dn_0: 0.7248 (0.7267)  loss_giou_dn_1: 0.6409 (0.6212)  loss_giou_dn_2: 0.6242 (0.5962)  loss_giou_dn_3: 0.6150 (0.5883)  loss_giou_dn_4: 0.6132 (0.5860)  loss_giou_dn_5: 0.6133 (0.5860)  loss_vfl: 0.8201 (0.7761)  loss_vfl_aux_0: 0.9485 (0.9198)  loss_vfl_aux_1: 0.8980 (0.8723)  loss_vfl_aux_2: 0.8688 (0.8175)  loss_vfl_aux_3: 0.8361 (0.7893)  loss_vfl_aux_4: 0.8242 (0.7786)  loss_vfl_aux_5: 0.9137 (0.8987)  loss_vfl_dn_0: 0.4897 (0.4895)  loss_vfl_dn_1: 0.4542 (0.4478)  loss_vfl_dn_2: 0.4386 (0.4305)  loss_vfl_dn_3: 0.4285 (0.4231)  loss_vfl_dn_4: 0.4316 (0.4207)  loss_vfl_dn_5: 0.4297 (0.4206)  time: 0.4730  data: 0.0139  max mem: 5653
Epoch: [5]  [6600/7393]  eta: 0:06:17  lr: 0.000010  loss: 19.1285 (19.5681)  loss_bbox: 0.1893 (0.1982)  loss_bbox_aux_0: 0.1982 (0.2146)  loss_bbox_aux_1: 0.1893 (0.2026)  loss_bbox_aux_2: 0.1893 (0.1992)  loss_bbox_aux_3: 0.1963 (0.1979)  loss_bbox_aux_4: 0.1935 (0.1982)  loss_bbox_aux_5: 0.2482 (0.2632)  loss_bbox_dn_0: 0.3407 (0.3729)  loss_bbox_dn_1: 0.2741 (0.3019)  loss_bbox_dn_2: 0.2558 (0.2833)  loss_bbox_dn_3: 0.2470 (0.2761)  loss_bbox_dn_4: 0.2478 (0.2736)  loss_bbox_dn_5: 0.2476 (0.2732)  loss_giou: 0.5231 (0.5666)  loss_giou_aux_0: 0.5495 (0.5970)  loss_giou_aux_1: 0.5285 (0.5758)  loss_giou_aux_2: 0.5349 (0.5698)  loss_giou_aux_3: 0.5286 (0.5673)  loss_giou_aux_4: 0.5234 (0.5668)  loss_giou_aux_5: 0.6398 (0.6817)  loss_giou_dn_0: 0.7011 (0.7267)  loss_giou_dn_1: 0.6009 (0.6212)  loss_giou_dn_2: 0.5713 (0.5962)  loss_giou_dn_3: 0.5653 (0.5883)  loss_giou_dn_4: 0.5643 (0.5860)  loss_giou_dn_5: 0.5645 (0.5860)  loss_vfl: 0.7543 (0.7761)  loss_vfl_aux_0: 0.9326 (0.9198)  loss_vfl_aux_1: 0.8754 (0.8722)  loss_vfl_aux_2: 0.8165 (0.8175)  loss_vfl_aux_3: 0.7909 (0.7892)  loss_vfl_aux_4: 0.7658 (0.7786)  loss_vfl_aux_5: 0.9172 (0.8986)  loss_vfl_dn_0: 0.4941 (0.4896)  loss_vfl_dn_1: 0.4456 (0.4478)  loss_vfl_dn_2: 0.4285 (0.4305)  loss_vfl_dn_3: 0.4226 (0.4230)  loss_vfl_dn_4: 0.4198 (0.4206)  loss_vfl_dn_5: 0.4184 (0.4206)  time: 0.4698  data: 0.0138  max mem: 5653
Epoch: [5]  [6700/7393]  eta: 0:05:29  lr: 0.000010  loss: 18.5842 (19.5651)  loss_bbox: 0.1734 (0.1982)  loss_bbox_aux_0: 0.1903 (0.2146)  loss_bbox_aux_1: 0.1856 (0.2026)  loss_bbox_aux_2: 0.1762 (0.1992)  loss_bbox_aux_3: 0.1747 (0.1979)  loss_bbox_aux_4: 0.1734 (0.1982)  loss_bbox_aux_5: 0.2350 (0.2632)  loss_bbox_dn_0: 0.3175 (0.3729)  loss_bbox_dn_1: 0.2590 (0.3019)  loss_bbox_dn_2: 0.2364 (0.2833)  loss_bbox_dn_3: 0.2259 (0.2760)  loss_bbox_dn_4: 0.2251 (0.2736)  loss_bbox_dn_5: 0.2244 (0.2732)  loss_giou: 0.5435 (0.5666)  loss_giou_aux_0: 0.5697 (0.5969)  loss_giou_aux_1: 0.5501 (0.5757)  loss_giou_aux_2: 0.5471 (0.5698)  loss_giou_aux_3: 0.5347 (0.5673)  loss_giou_aux_4: 0.5401 (0.5668)  loss_giou_aux_5: 0.6321 (0.6816)  loss_giou_dn_0: 0.7091 (0.7266)  loss_giou_dn_1: 0.5751 (0.6211)  loss_giou_dn_2: 0.5547 (0.5961)  loss_giou_dn_3: 0.5445 (0.5882)  loss_giou_dn_4: 0.5424 (0.5859)  loss_giou_dn_5: 0.5420 (0.5858)  loss_vfl: 0.7313 (0.7758)  loss_vfl_aux_0: 0.8883 (0.9196)  loss_vfl_aux_1: 0.8378 (0.8720)  loss_vfl_aux_2: 0.8044 (0.8171)  loss_vfl_aux_3: 0.7556 (0.7889)  loss_vfl_aux_4: 0.7403 (0.7783)  loss_vfl_aux_5: 0.8501 (0.8985)  loss_vfl_dn_0: 0.4845 (0.4895)  loss_vfl_dn_1: 0.4425 (0.4477)  loss_vfl_dn_2: 0.4239 (0.4305)  loss_vfl_dn_3: 0.4144 (0.4230)  loss_vfl_dn_4: 0.4100 (0.4206)  loss_vfl_dn_5: 0.4124 (0.4205)  time: 0.4598  data: 0.0143  max mem: 5653
Epoch: [5]  [6800/7393]  eta: 0:04:42  lr: 0.000010  loss: 19.5730 (19.5646)  loss_bbox: 0.1886 (0.1983)  loss_bbox_aux_0: 0.2044 (0.2147)  loss_bbox_aux_1: 0.1978 (0.2027)  loss_bbox_aux_2: 0.2023 (0.1993)  loss_bbox_aux_3: 0.1840 (0.1980)  loss_bbox_aux_4: 0.1887 (0.1983)  loss_bbox_aux_5: 0.2472 (0.2633)  loss_bbox_dn_0: 0.3347 (0.3730)  loss_bbox_dn_1: 0.2802 (0.3019)  loss_bbox_dn_2: 0.2644 (0.2833)  loss_bbox_dn_3: 0.2566 (0.2761)  loss_bbox_dn_4: 0.2532 (0.2736)  loss_bbox_dn_5: 0.2528 (0.2732)  loss_giou: 0.5440 (0.5664)  loss_giou_aux_0: 0.5710 (0.5968)  loss_giou_aux_1: 0.5451 (0.5756)  loss_giou_aux_2: 0.5370 (0.5696)  loss_giou_aux_3: 0.5435 (0.5671)  loss_giou_aux_4: 0.5470 (0.5666)  loss_giou_aux_5: 0.6604 (0.6814)  loss_giou_dn_0: 0.7257 (0.7264)  loss_giou_dn_1: 0.6353 (0.6209)  loss_giou_dn_2: 0.5993 (0.5960)  loss_giou_dn_3: 0.5843 (0.5880)  loss_giou_dn_4: 0.5813 (0.5857)  loss_giou_dn_5: 0.5813 (0.5857)  loss_vfl: 0.7413 (0.7759)  loss_vfl_aux_0: 0.8975 (0.9198)  loss_vfl_aux_1: 0.8301 (0.8721)  loss_vfl_aux_2: 0.7890 (0.8172)  loss_vfl_aux_3: 0.7483 (0.7890)  loss_vfl_aux_4: 0.7525 (0.7784)  loss_vfl_aux_5: 0.8522 (0.8986)  loss_vfl_dn_0: 0.4961 (0.4895)  loss_vfl_dn_1: 0.4474 (0.4477)  loss_vfl_dn_2: 0.4295 (0.4304)  loss_vfl_dn_3: 0.4220 (0.4230)  loss_vfl_dn_4: 0.4202 (0.4206)  loss_vfl_dn_5: 0.4214 (0.4205)  time: 0.4789  data: 0.0141  max mem: 5653
Epoch: [5]  [6900/7393]  eta: 0:03:54  lr: 0.000010  loss: 19.3361 (19.5612)  loss_bbox: 0.1870 (0.1983)  loss_bbox_aux_0: 0.2007 (0.2147)  loss_bbox_aux_1: 0.1888 (0.2027)  loss_bbox_aux_2: 0.1933 (0.1993)  loss_bbox_aux_3: 0.1892 (0.1980)  loss_bbox_aux_4: 0.1845 (0.1983)  loss_bbox_aux_5: 0.2499 (0.2634)  loss_bbox_dn_0: 0.3194 (0.3728)  loss_bbox_dn_1: 0.2478 (0.3017)  loss_bbox_dn_2: 0.2330 (0.2831)  loss_bbox_dn_3: 0.2267 (0.2759)  loss_bbox_dn_4: 0.2252 (0.2734)  loss_bbox_dn_5: 0.2245 (0.2730)  loss_giou: 0.5708 (0.5663)  loss_giou_aux_0: 0.5960 (0.5967)  loss_giou_aux_1: 0.5826 (0.5755)  loss_giou_aux_2: 0.5729 (0.5695)  loss_giou_aux_3: 0.5741 (0.5670)  loss_giou_aux_4: 0.5755 (0.5665)  loss_giou_aux_5: 0.6692 (0.6813)  loss_giou_dn_0: 0.7412 (0.7263)  loss_giou_dn_1: 0.6495 (0.6209)  loss_giou_dn_2: 0.6258 (0.5959)  loss_giou_dn_3: 0.6129 (0.5879)  loss_giou_dn_4: 0.6087 (0.5856)  loss_giou_dn_5: 0.6081 (0.5856)  loss_vfl: 0.7681 (0.7758)  loss_vfl_aux_0: 0.8895 (0.9197)  loss_vfl_aux_1: 0.8477 (0.8719)  loss_vfl_aux_2: 0.7918 (0.8170)  loss_vfl_aux_3: 0.7688 (0.7889)  loss_vfl_aux_4: 0.7621 (0.7783)  loss_vfl_aux_5: 0.8745 (0.8985)  loss_vfl_dn_0: 0.4875 (0.4895)  loss_vfl_dn_1: 0.4389 (0.4476)  loss_vfl_dn_2: 0.4220 (0.4304)  loss_vfl_dn_3: 0.4165 (0.4229)  loss_vfl_dn_4: 0.4173 (0.4205)  loss_vfl_dn_5: 0.4207 (0.4204)  time: 0.4667  data: 0.0142  max mem: 5653
Epoch: [5]  [7000/7393]  eta: 0:03:07  lr: 0.000010  loss: 19.5325 (19.5601)  loss_bbox: 0.1886 (0.1982)  loss_bbox_aux_0: 0.2086 (0.2146)  loss_bbox_aux_1: 0.1980 (0.2027)  loss_bbox_aux_2: 0.1882 (0.1992)  loss_bbox_aux_3: 0.1899 (0.1979)  loss_bbox_aux_4: 0.1891 (0.1982)  loss_bbox_aux_5: 0.2539 (0.2632)  loss_bbox_dn_0: 0.3365 (0.3726)  loss_bbox_dn_1: 0.2874 (0.3016)  loss_bbox_dn_2: 0.2725 (0.2830)  loss_bbox_dn_3: 0.2634 (0.2757)  loss_bbox_dn_4: 0.2610 (0.2733)  loss_bbox_dn_5: 0.2605 (0.2729)  loss_giou: 0.6047 (0.5665)  loss_giou_aux_0: 0.6302 (0.5969)  loss_giou_aux_1: 0.6117 (0.5757)  loss_giou_aux_2: 0.6111 (0.5697)  loss_giou_aux_3: 0.6053 (0.5672)  loss_giou_aux_4: 0.6066 (0.5667)  loss_giou_aux_5: 0.7018 (0.6815)  loss_giou_dn_0: 0.7373 (0.7263)  loss_giou_dn_1: 0.6388 (0.6209)  loss_giou_dn_2: 0.6179 (0.5959)  loss_giou_dn_3: 0.6135 (0.5880)  loss_giou_dn_4: 0.6114 (0.5857)  loss_giou_dn_5: 0.6117 (0.5857)  loss_vfl: 0.7105 (0.7757)  loss_vfl_aux_0: 0.8591 (0.9196)  loss_vfl_aux_1: 0.8148 (0.8717)  loss_vfl_aux_2: 0.7648 (0.8169)  loss_vfl_aux_3: 0.7260 (0.7888)  loss_vfl_aux_4: 0.7169 (0.7782)  loss_vfl_aux_5: 0.8468 (0.8983)  loss_vfl_dn_0: 0.4811 (0.4895)  loss_vfl_dn_1: 0.4439 (0.4476)  loss_vfl_dn_2: 0.4246 (0.4303)  loss_vfl_dn_3: 0.4186 (0.4228)  loss_vfl_dn_4: 0.4151 (0.4204)  loss_vfl_dn_5: 0.4162 (0.4204)  time: 0.4693  data: 0.0140  max mem: 5653
Epoch: [5]  [7100/7393]  eta: 0:02:19  lr: 0.000010  loss: 19.9821 (19.5578)  loss_bbox: 0.1890 (0.1982)  loss_bbox_aux_0: 0.2175 (0.2146)  loss_bbox_aux_1: 0.1934 (0.2026)  loss_bbox_aux_2: 0.2011 (0.1992)  loss_bbox_aux_3: 0.1976 (0.1979)  loss_bbox_aux_4: 0.1884 (0.1981)  loss_bbox_aux_5: 0.2779 (0.2632)  loss_bbox_dn_0: 0.3892 (0.3725)  loss_bbox_dn_1: 0.3166 (0.3015)  loss_bbox_dn_2: 0.2932 (0.2829)  loss_bbox_dn_3: 0.2809 (0.2756)  loss_bbox_dn_4: 0.2746 (0.2731)  loss_bbox_dn_5: 0.2736 (0.2727)  loss_giou: 0.5771 (0.5665)  loss_giou_aux_0: 0.6337 (0.5969)  loss_giou_aux_1: 0.5978 (0.5758)  loss_giou_aux_2: 0.6042 (0.5698)  loss_giou_aux_3: 0.5835 (0.5672)  loss_giou_aux_4: 0.6002 (0.5667)  loss_giou_aux_5: 0.7132 (0.6816)  loss_giou_dn_0: 0.7303 (0.7262)  loss_giou_dn_1: 0.6371 (0.6207)  loss_giou_dn_2: 0.6126 (0.5958)  loss_giou_dn_3: 0.6039 (0.5878)  loss_giou_dn_4: 0.6010 (0.5855)  loss_giou_dn_5: 0.6007 (0.5855)  loss_vfl: 0.7854 (0.7757)  loss_vfl_aux_0: 0.9145 (0.9197)  loss_vfl_aux_1: 0.8801 (0.8716)  loss_vfl_aux_2: 0.8289 (0.8168)  loss_vfl_aux_3: 0.8098 (0.7888)  loss_vfl_aux_4: 0.7928 (0.7782)  loss_vfl_aux_5: 0.8669 (0.8981)  loss_vfl_dn_0: 0.4914 (0.4895)  loss_vfl_dn_1: 0.4443 (0.4476)  loss_vfl_dn_2: 0.4276 (0.4303)  loss_vfl_dn_3: 0.4182 (0.4228)  loss_vfl_dn_4: 0.4149 (0.4204)  loss_vfl_dn_5: 0.4145 (0.4203)  time: 0.4797  data: 0.0139  max mem: 5653
Epoch: [5]  [7200/7393]  eta: 0:01:31  lr: 0.000010  loss: 19.1088 (19.5566)  loss_bbox: 0.1703 (0.1981)  loss_bbox_aux_0: 0.1832 (0.2145)  loss_bbox_aux_1: 0.1805 (0.2026)  loss_bbox_aux_2: 0.1712 (0.1991)  loss_bbox_aux_3: 0.1731 (0.1978)  loss_bbox_aux_4: 0.1746 (0.1981)  loss_bbox_aux_5: 0.2217 (0.2631)  loss_bbox_dn_0: 0.2928 (0.3724)  loss_bbox_dn_1: 0.2268 (0.3014)  loss_bbox_dn_2: 0.2121 (0.2828)  loss_bbox_dn_3: 0.2092 (0.2755)  loss_bbox_dn_4: 0.2066 (0.2730)  loss_bbox_dn_5: 0.2052 (0.2726)  loss_giou: 0.5654 (0.5665)  loss_giou_aux_0: 0.5912 (0.5970)  loss_giou_aux_1: 0.5724 (0.5758)  loss_giou_aux_2: 0.5628 (0.5698)  loss_giou_aux_3: 0.5588 (0.5672)  loss_giou_aux_4: 0.5738 (0.5667)  loss_giou_aux_5: 0.6752 (0.6816)  loss_giou_dn_0: 0.7406 (0.7263)  loss_giou_dn_1: 0.6407 (0.6208)  loss_giou_dn_2: 0.6152 (0.5959)  loss_giou_dn_3: 0.6076 (0.5879)  loss_giou_dn_4: 0.6050 (0.5856)  loss_giou_dn_5: 0.6049 (0.5856)  loss_vfl: 0.7466 (0.7756)  loss_vfl_aux_0: 0.8725 (0.9196)  loss_vfl_aux_1: 0.8007 (0.8715)  loss_vfl_aux_2: 0.7707 (0.8167)  loss_vfl_aux_3: 0.7584 (0.7887)  loss_vfl_aux_4: 0.7505 (0.7781)  loss_vfl_aux_5: 0.8222 (0.8980)  loss_vfl_dn_0: 0.4879 (0.4894)  loss_vfl_dn_1: 0.4408 (0.4475)  loss_vfl_dn_2: 0.4252 (0.4302)  loss_vfl_dn_3: 0.4163 (0.4227)  loss_vfl_dn_4: 0.4148 (0.4203)  loss_vfl_dn_5: 0.4163 (0.4202)  time: 0.4580  data: 0.0140  max mem: 5653
Epoch: [5]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 19.1103 (19.5537)  loss_bbox: 0.1783 (0.1981)  loss_bbox_aux_0: 0.2125 (0.2146)  loss_bbox_aux_1: 0.1900 (0.2026)  loss_bbox_aux_2: 0.1871 (0.1992)  loss_bbox_aux_3: 0.1864 (0.1979)  loss_bbox_aux_4: 0.1800 (0.1981)  loss_bbox_aux_5: 0.2642 (0.2631)  loss_bbox_dn_0: 0.3463 (0.3724)  loss_bbox_dn_1: 0.2671 (0.3013)  loss_bbox_dn_2: 0.2430 (0.2827)  loss_bbox_dn_3: 0.2347 (0.2754)  loss_bbox_dn_4: 0.2336 (0.2729)  loss_bbox_dn_5: 0.2333 (0.2725)  loss_giou: 0.5414 (0.5664)  loss_giou_aux_0: 0.5756 (0.5969)  loss_giou_aux_1: 0.5558 (0.5757)  loss_giou_aux_2: 0.5432 (0.5698)  loss_giou_aux_3: 0.5446 (0.5671)  loss_giou_aux_4: 0.5407 (0.5666)  loss_giou_aux_5: 0.6601 (0.6814)  loss_giou_dn_0: 0.7105 (0.7261)  loss_giou_dn_1: 0.5933 (0.6206)  loss_giou_dn_2: 0.5636 (0.5957)  loss_giou_dn_3: 0.5563 (0.5877)  loss_giou_dn_4: 0.5525 (0.5854)  loss_giou_dn_5: 0.5517 (0.5854)  loss_vfl: 0.7536 (0.7755)  loss_vfl_aux_0: 0.8948 (0.9195)  loss_vfl_aux_1: 0.8664 (0.8714)  loss_vfl_aux_2: 0.8074 (0.8166)  loss_vfl_aux_3: 0.7755 (0.7887)  loss_vfl_aux_4: 0.7615 (0.7781)  loss_vfl_aux_5: 0.8572 (0.8979)  loss_vfl_dn_0: 0.4859 (0.4894)  loss_vfl_dn_1: 0.4406 (0.4475)  loss_vfl_dn_2: 0.4230 (0.4302)  loss_vfl_dn_3: 0.4163 (0.4227)  loss_vfl_dn_4: 0.4133 (0.4202)  loss_vfl_dn_5: 0.4134 (0.4202)  time: 0.4731  data: 0.0141  max mem: 5653
Epoch: [5]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 19.2231 (19.5560)  loss_bbox: 0.1828 (0.1981)  loss_bbox_aux_0: 0.1975 (0.2145)  loss_bbox_aux_1: 0.1904 (0.2026)  loss_bbox_aux_2: 0.1825 (0.1992)  loss_bbox_aux_3: 0.1792 (0.1978)  loss_bbox_aux_4: 0.1830 (0.1981)  loss_bbox_aux_5: 0.2435 (0.2631)  loss_bbox_dn_0: 0.3549 (0.3722)  loss_bbox_dn_1: 0.2795 (0.3012)  loss_bbox_dn_2: 0.2626 (0.2826)  loss_bbox_dn_3: 0.2549 (0.2753)  loss_bbox_dn_4: 0.2546 (0.2728)  loss_bbox_dn_5: 0.2548 (0.2724)  loss_giou: 0.5699 (0.5668)  loss_giou_aux_0: 0.6005 (0.5973)  loss_giou_aux_1: 0.5823 (0.5762)  loss_giou_aux_2: 0.5824 (0.5702)  loss_giou_aux_3: 0.5801 (0.5675)  loss_giou_aux_4: 0.5688 (0.5670)  loss_giou_aux_5: 0.6646 (0.6818)  loss_giou_dn_0: 0.7027 (0.7263)  loss_giou_dn_1: 0.6073 (0.6209)  loss_giou_dn_2: 0.5809 (0.5959)  loss_giou_dn_3: 0.5814 (0.5880)  loss_giou_dn_4: 0.5795 (0.5856)  loss_giou_dn_5: 0.5794 (0.5856)  loss_vfl: 0.7694 (0.7755)  loss_vfl_aux_0: 0.9056 (0.9194)  loss_vfl_aux_1: 0.8437 (0.8713)  loss_vfl_aux_2: 0.8101 (0.8164)  loss_vfl_aux_3: 0.7741 (0.7886)  loss_vfl_aux_4: 0.7589 (0.7780)  loss_vfl_aux_5: 0.8866 (0.8978)  loss_vfl_dn_0: 0.4846 (0.4893)  loss_vfl_dn_1: 0.4436 (0.4474)  loss_vfl_dn_2: 0.4247 (0.4301)  loss_vfl_dn_3: 0.4194 (0.4226)  loss_vfl_dn_4: 0.4167 (0.4202)  loss_vfl_dn_5: 0.4163 (0.4201)  time: 0.4603  data: 0.0142  max mem: 5653
Epoch: [5] Total time: 0:58:44 (0.4768 s / it)
Averaged stats: lr: 0.000010  loss: 19.2231 (19.5560)  loss_bbox: 0.1828 (0.1981)  loss_bbox_aux_0: 0.1975 (0.2145)  loss_bbox_aux_1: 0.1904 (0.2026)  loss_bbox_aux_2: 0.1825 (0.1992)  loss_bbox_aux_3: 0.1792 (0.1978)  loss_bbox_aux_4: 0.1830 (0.1981)  loss_bbox_aux_5: 0.2435 (0.2631)  loss_bbox_dn_0: 0.3549 (0.3722)  loss_bbox_dn_1: 0.2795 (0.3012)  loss_bbox_dn_2: 0.2626 (0.2826)  loss_bbox_dn_3: 0.2549 (0.2753)  loss_bbox_dn_4: 0.2546 (0.2728)  loss_bbox_dn_5: 0.2548 (0.2724)  loss_giou: 0.5699 (0.5668)  loss_giou_aux_0: 0.6005 (0.5973)  loss_giou_aux_1: 0.5823 (0.5762)  loss_giou_aux_2: 0.5824 (0.5702)  loss_giou_aux_3: 0.5801 (0.5675)  loss_giou_aux_4: 0.5688 (0.5670)  loss_giou_aux_5: 0.6646 (0.6818)  loss_giou_dn_0: 0.7027 (0.7263)  loss_giou_dn_1: 0.6073 (0.6209)  loss_giou_dn_2: 0.5809 (0.5959)  loss_giou_dn_3: 0.5814 (0.5880)  loss_giou_dn_4: 0.5795 (0.5856)  loss_giou_dn_5: 0.5794 (0.5856)  loss_vfl: 0.7694 (0.7755)  loss_vfl_aux_0: 0.9056 (0.9194)  loss_vfl_aux_1: 0.8437 (0.8713)  loss_vfl_aux_2: 0.8101 (0.8164)  loss_vfl_aux_3: 0.7741 (0.7886)  loss_vfl_aux_4: 0.7589 (0.7780)  loss_vfl_aux_5: 0.8866 (0.8978)  loss_vfl_dn_0: 0.4846 (0.4893)  loss_vfl_dn_1: 0.4436 (0.4474)  loss_vfl_dn_2: 0.4247 (0.4301)  loss_vfl_dn_3: 0.4194 (0.4226)  loss_vfl_dn_4: 0.4167 (0.4202)  loss_vfl_dn_5: 0.4163 (0.4201)
Test:  [  0/157]  eta: 0:03:55    time: 1.5001  data: 1.0859  max mem: 5653
Test:  [ 10/157]  eta: 0:01:12    time: 0.4928  data: 0.1232  max mem: 5653
Test:  [ 20/157]  eta: 0:01:00    time: 0.3868  data: 0.0265  max mem: 5653
Test:  [ 30/157]  eta: 0:00:53    time: 0.3822  data: 0.0261  max mem: 5653
Test:  [ 40/157]  eta: 0:00:48    time: 0.3848  data: 0.0265  max mem: 5653
Test:  [ 50/157]  eta: 0:00:43    time: 0.3894  data: 0.0270  max mem: 5653
Test:  [ 60/157]  eta: 0:00:39    time: 0.3934  data: 0.0272  max mem: 5653
Test:  [ 70/157]  eta: 0:00:41    time: 0.6616  data: 0.0274  max mem: 5653
Test:  [ 80/157]  eta: 0:00:36    time: 0.6583  data: 0.0266  max mem: 5653
Test:  [ 90/157]  eta: 0:00:30    time: 0.3875  data: 0.0256  max mem: 5653
Test:  [100/157]  eta: 0:00:25    time: 0.3800  data: 0.0265  max mem: 5653
Test:  [110/157]  eta: 0:00:20    time: 0.3790  data: 0.0263  max mem: 5653
Test:  [120/157]  eta: 0:00:16    time: 0.3789  data: 0.0256  max mem: 5653
Test:  [130/157]  eta: 0:00:11    time: 0.3780  data: 0.0260  max mem: 5653
Test:  [140/157]  eta: 0:00:07    time: 0.3741  data: 0.0256  max mem: 5653
Test:  [150/157]  eta: 0:00:02    time: 0.3623  data: 0.0256  max mem: 5653
Test:  [156/157]  eta: 0:00:00    time: 0.3544  data: 0.0248  max mem: 5653
Test: Total time: 0:01:06 (0.4244 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=29.92s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.453
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.623
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.488
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.268
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.499
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.635
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.358
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.596
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.673
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.470
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.723
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.870
best_stat:  {'epoch': 5, 'coco_eval_bbox': 0.4528609670263228}
Epoch: [6]  [   0/7393]  eta: 6:21:22  lr: 0.000010  loss: 19.5923 (19.5923)  loss_bbox: 0.1739 (0.1739)  loss_bbox_aux_0: 0.1553 (0.1553)  loss_bbox_aux_1: 0.1619 (0.1619)  loss_bbox_aux_2: 0.1619 (0.1619)  loss_bbox_aux_3: 0.1756 (0.1756)  loss_bbox_aux_4: 0.1737 (0.1737)  loss_bbox_aux_5: 0.1727 (0.1727)  loss_bbox_dn_0: 0.2438 (0.2438)  loss_bbox_dn_1: 0.2157 (0.2157)  loss_bbox_dn_2: 0.2051 (0.2051)  loss_bbox_dn_3: 0.2023 (0.2023)  loss_bbox_dn_4: 0.1999 (0.1999)  loss_bbox_dn_5: 0.1999 (0.1999)  loss_giou: 0.6516 (0.6516)  loss_giou_aux_0: 0.6528 (0.6528)  loss_giou_aux_1: 0.6422 (0.6422)  loss_giou_aux_2: 0.6537 (0.6537)  loss_giou_aux_3: 0.6526 (0.6526)  loss_giou_aux_4: 0.6511 (0.6511)  loss_giou_aux_5: 0.7195 (0.7195)  loss_giou_dn_0: 0.8062 (0.8062)  loss_giou_dn_1: 0.7208 (0.7208)  loss_giou_dn_2: 0.7052 (0.7052)  loss_giou_dn_3: 0.7014 (0.7014)  loss_giou_dn_4: 0.6992 (0.6992)  loss_giou_dn_5: 0.6992 (0.6992)  loss_vfl: 0.7366 (0.7366)  loss_vfl_aux_0: 0.8412 (0.8412)  loss_vfl_aux_1: 0.8169 (0.8169)  loss_vfl_aux_2: 0.7452 (0.7452)  loss_vfl_aux_3: 0.7432 (0.7432)  loss_vfl_aux_4: 0.7384 (0.7384)  loss_vfl_aux_5: 0.8465 (0.8465)  loss_vfl_dn_0: 0.4783 (0.4783)  loss_vfl_dn_1: 0.4643 (0.4643)  loss_vfl_dn_2: 0.4512 (0.4512)  loss_vfl_dn_3: 0.4436 (0.4436)  loss_vfl_dn_4: 0.4439 (0.4439)  loss_vfl_dn_5: 0.4459 (0.4459)  time: 3.0952  data: 1.3911  max mem: 5653
Epoch: [6]  [ 100/7393]  eta: 1:00:25  lr: 0.000010  loss: 19.2211 (19.3432)  loss_bbox: 0.1818 (0.1911)  loss_bbox_aux_0: 0.2010 (0.2048)  loss_bbox_aux_1: 0.1932 (0.1964)  loss_bbox_aux_2: 0.1830 (0.1932)  loss_bbox_aux_3: 0.1865 (0.1921)  loss_bbox_aux_4: 0.1860 (0.1919)  loss_bbox_aux_5: 0.2535 (0.2524)  loss_bbox_dn_0: 0.3092 (0.3584)  loss_bbox_dn_1: 0.2630 (0.2881)  loss_bbox_dn_2: 0.2475 (0.2698)  loss_bbox_dn_3: 0.2408 (0.2619)  loss_bbox_dn_4: 0.2368 (0.2591)  loss_bbox_dn_5: 0.2368 (0.2587)  loss_giou: 0.5397 (0.5733)  loss_giou_aux_0: 0.5689 (0.5995)  loss_giou_aux_1: 0.5543 (0.5807)  loss_giou_aux_2: 0.5489 (0.5768)  loss_giou_aux_3: 0.5403 (0.5747)  loss_giou_aux_4: 0.5477 (0.5734)  loss_giou_aux_5: 0.6434 (0.6806)  loss_giou_dn_0: 0.7089 (0.7261)  loss_giou_dn_1: 0.6140 (0.6219)  loss_giou_dn_2: 0.5824 (0.5980)  loss_giou_dn_3: 0.5703 (0.5902)  loss_giou_dn_4: 0.5695 (0.5878)  loss_giou_dn_5: 0.5699 (0.5879)  loss_vfl: 0.7525 (0.7614)  loss_vfl_aux_0: 0.8793 (0.9095)  loss_vfl_aux_1: 0.8189 (0.8571)  loss_vfl_aux_2: 0.7629 (0.7988)  loss_vfl_aux_3: 0.7441 (0.7720)  loss_vfl_aux_4: 0.7447 (0.7643)  loss_vfl_aux_5: 0.8462 (0.8823)  loss_vfl_dn_0: 0.4772 (0.4856)  loss_vfl_dn_1: 0.4425 (0.4437)  loss_vfl_dn_2: 0.4215 (0.4269)  loss_vfl_dn_3: 0.4134 (0.4193)  loss_vfl_dn_4: 0.4138 (0.4166)  loss_vfl_dn_5: 0.4135 (0.4166)  time: 0.4695  data: 0.0146  max mem: 5653
Epoch: [6]  [ 200/7393]  eta: 0:58:19  lr: 0.000010  loss: 19.3552 (19.4010)  loss_bbox: 0.1806 (0.1943)  loss_bbox_aux_0: 0.2059 (0.2098)  loss_bbox_aux_1: 0.1921 (0.1993)  loss_bbox_aux_2: 0.1766 (0.1962)  loss_bbox_aux_3: 0.1899 (0.1953)  loss_bbox_aux_4: 0.1749 (0.1946)  loss_bbox_aux_5: 0.2433 (0.2554)  loss_bbox_dn_0: 0.3747 (0.3684)  loss_bbox_dn_1: 0.3054 (0.2974)  loss_bbox_dn_2: 0.2822 (0.2786)  loss_bbox_dn_3: 0.2711 (0.2702)  loss_bbox_dn_4: 0.2656 (0.2672)  loss_bbox_dn_5: 0.2657 (0.2668)  loss_giou: 0.5571 (0.5674)  loss_giou_aux_0: 0.5812 (0.5954)  loss_giou_aux_1: 0.5592 (0.5753)  loss_giou_aux_2: 0.5611 (0.5708)  loss_giou_aux_3: 0.5589 (0.5684)  loss_giou_aux_4: 0.5643 (0.5673)  loss_giou_aux_5: 0.6656 (0.6748)  loss_giou_dn_0: 0.7374 (0.7223)  loss_giou_dn_1: 0.6377 (0.6184)  loss_giou_dn_2: 0.6123 (0.5943)  loss_giou_dn_3: 0.6056 (0.5862)  loss_giou_dn_4: 0.6029 (0.5837)  loss_giou_dn_5: 0.6037 (0.5837)  loss_vfl: 0.7722 (0.7662)  loss_vfl_aux_0: 0.8970 (0.9132)  loss_vfl_aux_1: 0.8246 (0.8624)  loss_vfl_aux_2: 0.7794 (0.8053)  loss_vfl_aux_3: 0.7813 (0.7783)  loss_vfl_aux_4: 0.7726 (0.7686)  loss_vfl_aux_5: 0.8926 (0.8953)  loss_vfl_dn_0: 0.4822 (0.4876)  loss_vfl_dn_1: 0.4414 (0.4443)  loss_vfl_dn_2: 0.4161 (0.4267)  loss_vfl_dn_3: 0.4140 (0.4191)  loss_vfl_dn_4: 0.4129 (0.4165)  loss_vfl_dn_5: 0.4090 (0.4162)  time: 0.4824  data: 0.0144  max mem: 5653
Epoch: [6]  [ 300/7393]  eta: 0:59:21  lr: 0.000010  loss: 19.6185 (19.3775)  loss_bbox: 0.1916 (0.1947)  loss_bbox_aux_0: 0.1925 (0.2095)  loss_bbox_aux_1: 0.1888 (0.1992)  loss_bbox_aux_2: 0.1861 (0.1961)  loss_bbox_aux_3: 0.1881 (0.1953)  loss_bbox_aux_4: 0.1898 (0.1947)  loss_bbox_aux_5: 0.2688 (0.2569)  loss_bbox_dn_0: 0.3930 (0.3657)  loss_bbox_dn_1: 0.2914 (0.2954)  loss_bbox_dn_2: 0.2733 (0.2768)  loss_bbox_dn_3: 0.2650 (0.2689)  loss_bbox_dn_4: 0.2590 (0.2660)  loss_bbox_dn_5: 0.2583 (0.2656)  loss_giou: 0.5446 (0.5667)  loss_giou_aux_0: 0.5909 (0.5951)  loss_giou_aux_1: 0.5660 (0.5751)  loss_giou_aux_2: 0.5570 (0.5701)  loss_giou_aux_3: 0.5489 (0.5678)  loss_giou_aux_4: 0.5441 (0.5666)  loss_giou_aux_5: 0.6702 (0.6762)  loss_giou_dn_0: 0.7175 (0.7198)  loss_giou_dn_1: 0.6149 (0.6155)  loss_giou_dn_2: 0.5864 (0.5908)  loss_giou_dn_3: 0.5782 (0.5829)  loss_giou_dn_4: 0.5766 (0.5804)  loss_giou_dn_5: 0.5773 (0.5804)  loss_vfl: 0.7817 (0.7680)  loss_vfl_aux_0: 0.9234 (0.9130)  loss_vfl_aux_1: 0.8652 (0.8628)  loss_vfl_aux_2: 0.8365 (0.8081)  loss_vfl_aux_3: 0.8016 (0.7791)  loss_vfl_aux_4: 0.7828 (0.7707)  loss_vfl_aux_5: 0.9090 (0.8939)  loss_vfl_dn_0: 0.4935 (0.4879)  loss_vfl_dn_1: 0.4455 (0.4442)  loss_vfl_dn_2: 0.4240 (0.4264)  loss_vfl_dn_3: 0.4165 (0.4188)  loss_vfl_dn_4: 0.4169 (0.4162)  loss_vfl_dn_5: 0.4194 (0.4159)  time: 0.4743  data: 0.0140  max mem: 5653
Epoch: [6]  [ 400/7393]  eta: 0:57:37  lr: 0.000010  loss: 19.1614 (19.4031)  loss_bbox: 0.1979 (0.1951)  loss_bbox_aux_0: 0.2191 (0.2106)  loss_bbox_aux_1: 0.2044 (0.2004)  loss_bbox_aux_2: 0.1945 (0.1966)  loss_bbox_aux_3: 0.1968 (0.1957)  loss_bbox_aux_4: 0.1927 (0.1951)  loss_bbox_aux_5: 0.2501 (0.2579)  loss_bbox_dn_0: 0.3440 (0.3657)  loss_bbox_dn_1: 0.2781 (0.2954)  loss_bbox_dn_2: 0.2606 (0.2769)  loss_bbox_dn_3: 0.2569 (0.2690)  loss_bbox_dn_4: 0.2557 (0.2662)  loss_bbox_dn_5: 0.2556 (0.2658)  loss_giou: 0.5225 (0.5684)  loss_giou_aux_0: 0.5744 (0.5972)  loss_giou_aux_1: 0.5501 (0.5774)  loss_giou_aux_2: 0.5292 (0.5719)  loss_giou_aux_3: 0.5300 (0.5694)  loss_giou_aux_4: 0.5256 (0.5685)  loss_giou_aux_5: 0.6625 (0.6787)  loss_giou_dn_0: 0.6962 (0.7208)  loss_giou_dn_1: 0.6071 (0.6168)  loss_giou_dn_2: 0.5799 (0.5921)  loss_giou_dn_3: 0.5722 (0.5841)  loss_giou_dn_4: 0.5722 (0.5815)  loss_giou_dn_5: 0.5722 (0.5815)  loss_vfl: 0.7829 (0.7678)  loss_vfl_aux_0: 0.8988 (0.9134)  loss_vfl_aux_1: 0.8451 (0.8622)  loss_vfl_aux_2: 0.8083 (0.8085)  loss_vfl_aux_3: 0.7865 (0.7801)  loss_vfl_aux_4: 0.7790 (0.7706)  loss_vfl_aux_5: 0.8830 (0.8930)  loss_vfl_dn_0: 0.4863 (0.4875)  loss_vfl_dn_1: 0.4458 (0.4441)  loss_vfl_dn_2: 0.4316 (0.4265)  loss_vfl_dn_3: 0.4227 (0.4188)  loss_vfl_dn_4: 0.4201 (0.4162)  loss_vfl_dn_5: 0.4209 (0.4159)  time: 0.4758  data: 0.0143  max mem: 5653
Epoch: [6]  [ 500/7393]  eta: 0:56:23  lr: 0.000010  loss: 19.0517 (19.3877)  loss_bbox: 0.1727 (0.1935)  loss_bbox_aux_0: 0.2014 (0.2091)  loss_bbox_aux_1: 0.1828 (0.1982)  loss_bbox_aux_2: 0.1743 (0.1944)  loss_bbox_aux_3: 0.1699 (0.1939)  loss_bbox_aux_4: 0.1708 (0.1933)  loss_bbox_aux_5: 0.2402 (0.2567)  loss_bbox_dn_0: 0.3362 (0.3653)  loss_bbox_dn_1: 0.2620 (0.2951)  loss_bbox_dn_2: 0.2463 (0.2766)  loss_bbox_dn_3: 0.2427 (0.2689)  loss_bbox_dn_4: 0.2425 (0.2661)  loss_bbox_dn_5: 0.2424 (0.2657)  loss_giou: 0.5491 (0.5661)  loss_giou_aux_0: 0.5785 (0.5946)  loss_giou_aux_1: 0.5602 (0.5750)  loss_giou_aux_2: 0.5476 (0.5695)  loss_giou_aux_3: 0.5479 (0.5670)  loss_giou_aux_4: 0.5521 (0.5660)  loss_giou_aux_5: 0.6638 (0.6774)  loss_giou_dn_0: 0.7121 (0.7200)  loss_giou_dn_1: 0.6201 (0.6159)  loss_giou_dn_2: 0.5946 (0.5912)  loss_giou_dn_3: 0.5873 (0.5832)  loss_giou_dn_4: 0.5847 (0.5807)  loss_giou_dn_5: 0.5848 (0.5807)  loss_vfl: 0.7626 (0.7699)  loss_vfl_aux_0: 0.9394 (0.9183)  loss_vfl_aux_1: 0.8307 (0.8657)  loss_vfl_aux_2: 0.8160 (0.8105)  loss_vfl_aux_3: 0.7698 (0.7820)  loss_vfl_aux_4: 0.7555 (0.7733)  loss_vfl_aux_5: 0.8970 (0.8928)  loss_vfl_dn_0: 0.4879 (0.4879)  loss_vfl_dn_1: 0.4393 (0.4445)  loss_vfl_dn_2: 0.4200 (0.4266)  loss_vfl_dn_3: 0.4075 (0.4190)  loss_vfl_dn_4: 0.4041 (0.4165)  loss_vfl_dn_5: 0.4073 (0.4163)  time: 0.4850  data: 0.0139  max mem: 5653
Epoch: [6]  [ 600/7393]  eta: 0:55:11  lr: 0.000010  loss: 19.3574 (19.3772)  loss_bbox: 0.2027 (0.1935)  loss_bbox_aux_0: 0.2145 (0.2094)  loss_bbox_aux_1: 0.2042 (0.1985)  loss_bbox_aux_2: 0.2038 (0.1943)  loss_bbox_aux_3: 0.2036 (0.1937)  loss_bbox_aux_4: 0.2022 (0.1933)  loss_bbox_aux_5: 0.2571 (0.2559)  loss_bbox_dn_0: 0.3759 (0.3645)  loss_bbox_dn_1: 0.2944 (0.2942)  loss_bbox_dn_2: 0.2788 (0.2758)  loss_bbox_dn_3: 0.2696 (0.2680)  loss_bbox_dn_4: 0.2660 (0.2651)  loss_bbox_dn_5: 0.2656 (0.2648)  loss_giou: 0.5781 (0.5667)  loss_giou_aux_0: 0.6180 (0.5955)  loss_giou_aux_1: 0.5923 (0.5757)  loss_giou_aux_2: 0.5985 (0.5697)  loss_giou_aux_3: 0.5834 (0.5674)  loss_giou_aux_4: 0.5855 (0.5665)  loss_giou_aux_5: 0.6742 (0.6772)  loss_giou_dn_0: 0.7207 (0.7207)  loss_giou_dn_1: 0.6246 (0.6163)  loss_giou_dn_2: 0.5975 (0.5915)  loss_giou_dn_3: 0.5911 (0.5835)  loss_giou_dn_4: 0.5888 (0.5809)  loss_giou_dn_5: 0.5884 (0.5809)  loss_vfl: 0.8039 (0.7677)  loss_vfl_aux_0: 0.8942 (0.9165)  loss_vfl_aux_1: 0.8801 (0.8642)  loss_vfl_aux_2: 0.8267 (0.8093)  loss_vfl_aux_3: 0.7977 (0.7804)  loss_vfl_aux_4: 0.8078 (0.7713)  loss_vfl_aux_5: 0.8903 (0.8924)  loss_vfl_dn_0: 0.4916 (0.4882)  loss_vfl_dn_1: 0.4476 (0.4446)  loss_vfl_dn_2: 0.4316 (0.4267)  loss_vfl_dn_3: 0.4223 (0.4192)  loss_vfl_dn_4: 0.4177 (0.4167)  loss_vfl_dn_5: 0.4181 (0.4165)  time: 0.4789  data: 0.0134  max mem: 5653
Epoch: [6]  [ 700/7393]  eta: 0:54:10  lr: 0.000010  loss: 19.2333 (19.3798)  loss_bbox: 0.1816 (0.1945)  loss_bbox_aux_0: 0.2040 (0.2109)  loss_bbox_aux_1: 0.1906 (0.1998)  loss_bbox_aux_2: 0.1912 (0.1959)  loss_bbox_aux_3: 0.1877 (0.1948)  loss_bbox_aux_4: 0.1898 (0.1944)  loss_bbox_aux_5: 0.2345 (0.2572)  loss_bbox_dn_0: 0.3428 (0.3678)  loss_bbox_dn_1: 0.2769 (0.2967)  loss_bbox_dn_2: 0.2570 (0.2781)  loss_bbox_dn_3: 0.2511 (0.2702)  loss_bbox_dn_4: 0.2453 (0.2673)  loss_bbox_dn_5: 0.2444 (0.2670)  loss_giou: 0.6156 (0.5639)  loss_giou_aux_0: 0.6292 (0.5933)  loss_giou_aux_1: 0.6192 (0.5734)  loss_giou_aux_2: 0.6192 (0.5673)  loss_giou_aux_3: 0.6143 (0.5646)  loss_giou_aux_4: 0.6166 (0.5637)  loss_giou_aux_5: 0.7074 (0.6749)  loss_giou_dn_0: 0.7247 (0.7194)  loss_giou_dn_1: 0.6310 (0.6147)  loss_giou_dn_2: 0.6100 (0.5898)  loss_giou_dn_3: 0.5997 (0.5818)  loss_giou_dn_4: 0.5979 (0.5792)  loss_giou_dn_5: 0.5982 (0.5792)  loss_vfl: 0.7483 (0.7686)  loss_vfl_aux_0: 0.8629 (0.9188)  loss_vfl_aux_1: 0.8243 (0.8654)  loss_vfl_aux_2: 0.7588 (0.8094)  loss_vfl_aux_3: 0.7575 (0.7812)  loss_vfl_aux_4: 0.7525 (0.7720)  loss_vfl_aux_5: 0.8494 (0.8937)  loss_vfl_dn_0: 0.4827 (0.4883)  loss_vfl_dn_1: 0.4379 (0.4446)  loss_vfl_dn_2: 0.4190 (0.4265)  loss_vfl_dn_3: 0.4127 (0.4189)  loss_vfl_dn_4: 0.4091 (0.4163)  loss_vfl_dn_5: 0.4117 (0.4161)  time: 0.4658  data: 0.0146  max mem: 5653
Epoch: [6]  [ 800/7393]  eta: 0:53:12  lr: 0.000010  loss: 19.5595 (19.3832)  loss_bbox: 0.1998 (0.1947)  loss_bbox_aux_0: 0.2198 (0.2112)  loss_bbox_aux_1: 0.2104 (0.1999)  loss_bbox_aux_2: 0.2167 (0.1963)  loss_bbox_aux_3: 0.2102 (0.1951)  loss_bbox_aux_4: 0.2002 (0.1946)  loss_bbox_aux_5: 0.2721 (0.2578)  loss_bbox_dn_0: 0.3913 (0.3676)  loss_bbox_dn_1: 0.3183 (0.2965)  loss_bbox_dn_2: 0.2957 (0.2778)  loss_bbox_dn_3: 0.2789 (0.2701)  loss_bbox_dn_4: 0.2739 (0.2672)  loss_bbox_dn_5: 0.2745 (0.2669)  loss_giou: 0.5012 (0.5646)  loss_giou_aux_0: 0.5218 (0.5939)  loss_giou_aux_1: 0.5036 (0.5741)  loss_giou_aux_2: 0.5163 (0.5682)  loss_giou_aux_3: 0.5081 (0.5656)  loss_giou_aux_4: 0.5002 (0.5646)  loss_giou_aux_5: 0.6103 (0.6757)  loss_giou_dn_0: 0.7087 (0.7198)  loss_giou_dn_1: 0.5847 (0.6150)  loss_giou_dn_2: 0.5654 (0.5901)  loss_giou_dn_3: 0.5543 (0.5821)  loss_giou_dn_4: 0.5493 (0.5795)  loss_giou_dn_5: 0.5490 (0.5795)  loss_vfl: 0.7837 (0.7682)  loss_vfl_aux_0: 0.9285 (0.9174)  loss_vfl_aux_1: 0.8794 (0.8648)  loss_vfl_aux_2: 0.8205 (0.8088)  loss_vfl_aux_3: 0.8034 (0.7807)  loss_vfl_aux_4: 0.7798 (0.7715)  loss_vfl_aux_5: 0.9243 (0.8922)  loss_vfl_dn_0: 0.4904 (0.4883)  loss_vfl_dn_1: 0.4423 (0.4446)  loss_vfl_dn_2: 0.4283 (0.4266)  loss_vfl_dn_3: 0.4200 (0.4190)  loss_vfl_dn_4: 0.4192 (0.4165)  loss_vfl_dn_5: 0.4199 (0.4163)  time: 0.4768  data: 0.0134  max mem: 5653
Epoch: [6]  [ 900/7393]  eta: 0:52:16  lr: 0.000010  loss: 19.0413 (19.3760)  loss_bbox: 0.1927 (0.1951)  loss_bbox_aux_0: 0.2082 (0.2117)  loss_bbox_aux_1: 0.2013 (0.2003)  loss_bbox_aux_2: 0.1981 (0.1967)  loss_bbox_aux_3: 0.1954 (0.1954)  loss_bbox_aux_4: 0.1908 (0.1950)  loss_bbox_aux_5: 0.2518 (0.2581)  loss_bbox_dn_0: 0.3947 (0.3668)  loss_bbox_dn_1: 0.3033 (0.2957)  loss_bbox_dn_2: 0.2875 (0.2770)  loss_bbox_dn_3: 0.2747 (0.2692)  loss_bbox_dn_4: 0.2707 (0.2664)  loss_bbox_dn_5: 0.2701 (0.2661)  loss_giou: 0.5070 (0.5654)  loss_giou_aux_0: 0.5254 (0.5948)  loss_giou_aux_1: 0.4971 (0.5748)  loss_giou_aux_2: 0.5039 (0.5690)  loss_giou_aux_3: 0.5127 (0.5664)  loss_giou_aux_4: 0.5047 (0.5654)  loss_giou_aux_5: 0.5845 (0.6765)  loss_giou_dn_0: 0.7018 (0.7194)  loss_giou_dn_1: 0.5864 (0.6146)  loss_giou_dn_2: 0.5674 (0.5897)  loss_giou_dn_3: 0.5617 (0.5817)  loss_giou_dn_4: 0.5597 (0.5791)  loss_giou_dn_5: 0.5591 (0.5791)  loss_vfl: 0.7602 (0.7671)  loss_vfl_aux_0: 0.9202 (0.9159)  loss_vfl_aux_1: 0.8682 (0.8637)  loss_vfl_aux_2: 0.8241 (0.8078)  loss_vfl_aux_3: 0.7682 (0.7801)  loss_vfl_aux_4: 0.7677 (0.7702)  loss_vfl_aux_5: 0.8813 (0.8914)  loss_vfl_dn_0: 0.4898 (0.4883)  loss_vfl_dn_1: 0.4368 (0.4444)  loss_vfl_dn_2: 0.4253 (0.4265)  loss_vfl_dn_3: 0.4166 (0.4188)  loss_vfl_dn_4: 0.4152 (0.4163)  loss_vfl_dn_5: 0.4136 (0.4161)  time: 0.4727  data: 0.0140  max mem: 5653
Epoch: [6]  [1000/7393]  eta: 0:51:18  lr: 0.000010  loss: 19.3121 (19.3647)  loss_bbox: 0.1861 (0.1953)  loss_bbox_aux_0: 0.2048 (0.2121)  loss_bbox_aux_1: 0.1875 (0.2004)  loss_bbox_aux_2: 0.1791 (0.1968)  loss_bbox_aux_3: 0.1783 (0.1954)  loss_bbox_aux_4: 0.1852 (0.1952)  loss_bbox_aux_5: 0.2403 (0.2584)  loss_bbox_dn_0: 0.3439 (0.3671)  loss_bbox_dn_1: 0.2831 (0.2956)  loss_bbox_dn_2: 0.2698 (0.2770)  loss_bbox_dn_3: 0.2627 (0.2691)  loss_bbox_dn_4: 0.2621 (0.2663)  loss_bbox_dn_5: 0.2621 (0.2660)  loss_giou: 0.6126 (0.5635)  loss_giou_aux_0: 0.6435 (0.5931)  loss_giou_aux_1: 0.6257 (0.5730)  loss_giou_aux_2: 0.6270 (0.5671)  loss_giou_aux_3: 0.6104 (0.5643)  loss_giou_aux_4: 0.6099 (0.5635)  loss_giou_aux_5: 0.7220 (0.6748)  loss_giou_dn_0: 0.7490 (0.7182)  loss_giou_dn_1: 0.6377 (0.6130)  loss_giou_dn_2: 0.6228 (0.5882)  loss_giou_dn_3: 0.6184 (0.5801)  loss_giou_dn_4: 0.6169 (0.5775)  loss_giou_dn_5: 0.6168 (0.5775)  loss_vfl: 0.7407 (0.7684)  loss_vfl_aux_0: 0.8686 (0.9173)  loss_vfl_aux_1: 0.8299 (0.8647)  loss_vfl_aux_2: 0.7742 (0.8090)  loss_vfl_aux_3: 0.7599 (0.7817)  loss_vfl_aux_4: 0.7429 (0.7715)  loss_vfl_aux_5: 0.8276 (0.8930)  loss_vfl_dn_0: 0.4848 (0.4886)  loss_vfl_dn_1: 0.4434 (0.4444)  loss_vfl_dn_2: 0.4254 (0.4264)  loss_vfl_dn_3: 0.4197 (0.4188)  loss_vfl_dn_4: 0.4171 (0.4162)  loss_vfl_dn_5: 0.4173 (0.4160)  time: 0.4600  data: 0.0141  max mem: 5653
Epoch: [6]  [1100/7393]  eta: 0:50:25  lr: 0.000010  loss: 19.1875 (19.3615)  loss_bbox: 0.1766 (0.1954)  loss_bbox_aux_0: 0.1933 (0.2124)  loss_bbox_aux_1: 0.1824 (0.2005)  loss_bbox_aux_2: 0.1827 (0.1968)  loss_bbox_aux_3: 0.1743 (0.1954)  loss_bbox_aux_4: 0.1762 (0.1952)  loss_bbox_aux_5: 0.2378 (0.2587)  loss_bbox_dn_0: 0.3220 (0.3665)  loss_bbox_dn_1: 0.2550 (0.2951)  loss_bbox_dn_2: 0.2365 (0.2766)  loss_bbox_dn_3: 0.2312 (0.2688)  loss_bbox_dn_4: 0.2328 (0.2660)  loss_bbox_dn_5: 0.2326 (0.2657)  loss_giou: 0.5996 (0.5636)  loss_giou_aux_0: 0.6116 (0.5936)  loss_giou_aux_1: 0.6058 (0.5733)  loss_giou_aux_2: 0.6027 (0.5673)  loss_giou_aux_3: 0.6008 (0.5645)  loss_giou_aux_4: 0.5993 (0.5636)  loss_giou_aux_5: 0.6984 (0.6755)  loss_giou_dn_0: 0.7160 (0.7186)  loss_giou_dn_1: 0.6254 (0.6133)  loss_giou_dn_2: 0.6049 (0.5886)  loss_giou_dn_3: 0.5999 (0.5805)  loss_giou_dn_4: 0.5973 (0.5780)  loss_giou_dn_5: 0.5974 (0.5780)  loss_vfl: 0.7539 (0.7682)  loss_vfl_aux_0: 0.8973 (0.9157)  loss_vfl_aux_1: 0.8451 (0.8636)  loss_vfl_aux_2: 0.8105 (0.8087)  loss_vfl_aux_3: 0.7699 (0.7812)  loss_vfl_aux_4: 0.7623 (0.7712)  loss_vfl_aux_5: 0.8566 (0.8913)  loss_vfl_dn_0: 0.4846 (0.4884)  loss_vfl_dn_1: 0.4460 (0.4444)  loss_vfl_dn_2: 0.4311 (0.4264)  loss_vfl_dn_3: 0.4216 (0.4188)  loss_vfl_dn_4: 0.4193 (0.4163)  loss_vfl_dn_5: 0.4208 (0.4161)  time: 0.4842  data: 0.0139  max mem: 5653
Epoch: [6]  [1200/7393]  eta: 0:49:30  lr: 0.000010  loss: 19.1091 (19.3450)  loss_bbox: 0.1907 (0.1947)  loss_bbox_aux_0: 0.2116 (0.2118)  loss_bbox_aux_1: 0.2041 (0.1998)  loss_bbox_aux_2: 0.2068 (0.1962)  loss_bbox_aux_3: 0.1976 (0.1948)  loss_bbox_aux_4: 0.1931 (0.1946)  loss_bbox_aux_5: 0.2511 (0.2581)  loss_bbox_dn_0: 0.3885 (0.3653)  loss_bbox_dn_1: 0.3170 (0.2940)  loss_bbox_dn_2: 0.2915 (0.2756)  loss_bbox_dn_3: 0.2892 (0.2678)  loss_bbox_dn_4: 0.2848 (0.2650)  loss_bbox_dn_5: 0.2847 (0.2646)  loss_giou: 0.4845 (0.5636)  loss_giou_aux_0: 0.5144 (0.5938)  loss_giou_aux_1: 0.5028 (0.5731)  loss_giou_aux_2: 0.4913 (0.5673)  loss_giou_aux_3: 0.4841 (0.5644)  loss_giou_aux_4: 0.4798 (0.5636)  loss_giou_aux_5: 0.5879 (0.6757)  loss_giou_dn_0: 0.6666 (0.7183)  loss_giou_dn_1: 0.5637 (0.6130)  loss_giou_dn_2: 0.5330 (0.5883)  loss_giou_dn_3: 0.5200 (0.5802)  loss_giou_dn_4: 0.5171 (0.5777)  loss_giou_dn_5: 0.5167 (0.5777)  loss_vfl: 0.7927 (0.7683)  loss_vfl_aux_0: 0.9343 (0.9144)  loss_vfl_aux_1: 0.8646 (0.8633)  loss_vfl_aux_2: 0.8271 (0.8081)  loss_vfl_aux_3: 0.8079 (0.7809)  loss_vfl_aux_4: 0.7968 (0.7711)  loss_vfl_aux_5: 0.9091 (0.8904)  loss_vfl_dn_0: 0.4957 (0.4883)  loss_vfl_dn_1: 0.4456 (0.4442)  loss_vfl_dn_2: 0.4270 (0.4263)  loss_vfl_dn_3: 0.4195 (0.4188)  loss_vfl_dn_4: 0.4158 (0.4162)  loss_vfl_dn_5: 0.4178 (0.4160)  time: 0.4677  data: 0.0137  max mem: 5653
Epoch: [6]  [1300/7393]  eta: 0:49:05  lr: 0.000010  loss: 19.7954 (19.3447)  loss_bbox: 0.1925 (0.1950)  loss_bbox_aux_0: 0.2218 (0.2121)  loss_bbox_aux_1: 0.2105 (0.2001)  loss_bbox_aux_2: 0.2014 (0.1967)  loss_bbox_aux_3: 0.1882 (0.1952)  loss_bbox_aux_4: 0.1919 (0.1950)  loss_bbox_aux_5: 0.2701 (0.2585)  loss_bbox_dn_0: 0.3420 (0.3664)  loss_bbox_dn_1: 0.2820 (0.2950)  loss_bbox_dn_2: 0.2635 (0.2766)  loss_bbox_dn_3: 0.2521 (0.2688)  loss_bbox_dn_4: 0.2493 (0.2659)  loss_bbox_dn_5: 0.2494 (0.2656)  loss_giou: 0.5658 (0.5620)  loss_giou_aux_0: 0.5984 (0.5920)  loss_giou_aux_1: 0.5783 (0.5715)  loss_giou_aux_2: 0.5816 (0.5658)  loss_giou_aux_3: 0.5672 (0.5630)  loss_giou_aux_4: 0.5644 (0.5622)  loss_giou_aux_5: 0.6938 (0.6741)  loss_giou_dn_0: 0.6972 (0.7174)  loss_giou_dn_1: 0.5885 (0.6122)  loss_giou_dn_2: 0.5750 (0.5875)  loss_giou_dn_3: 0.5721 (0.5794)  loss_giou_dn_4: 0.5715 (0.5769)  loss_giou_dn_5: 0.5719 (0.5769)  loss_vfl: 0.7901 (0.7693)  loss_vfl_aux_0: 0.9050 (0.9156)  loss_vfl_aux_1: 0.8721 (0.8645)  loss_vfl_aux_2: 0.8168 (0.8087)  loss_vfl_aux_3: 0.7988 (0.7818)  loss_vfl_aux_4: 0.7902 (0.7719)  loss_vfl_aux_5: 0.8408 (0.8916)  loss_vfl_dn_0: 0.4885 (0.4884)  loss_vfl_dn_1: 0.4414 (0.4442)  loss_vfl_dn_2: 0.4287 (0.4263)  loss_vfl_dn_3: 0.4142 (0.4187)  loss_vfl_dn_4: 0.4141 (0.4161)  loss_vfl_dn_5: 0.4129 (0.4160)  time: 0.4608  data: 0.0147  max mem: 5653
Epoch: [6]  [1400/7393]  eta: 0:48:31  lr: 0.000010  loss: 19.1513 (19.3491)  loss_bbox: 0.1917 (0.1952)  loss_bbox_aux_0: 0.2035 (0.2122)  loss_bbox_aux_1: 0.2061 (0.2003)  loss_bbox_aux_2: 0.1940 (0.1969)  loss_bbox_aux_3: 0.1956 (0.1953)  loss_bbox_aux_4: 0.1928 (0.1952)  loss_bbox_aux_5: 0.2593 (0.2587)  loss_bbox_dn_0: 0.3526 (0.3665)  loss_bbox_dn_1: 0.2877 (0.2951)  loss_bbox_dn_2: 0.2521 (0.2767)  loss_bbox_dn_3: 0.2416 (0.2688)  loss_bbox_dn_4: 0.2366 (0.2660)  loss_bbox_dn_5: 0.2367 (0.2657)  loss_giou: 0.5868 (0.5629)  loss_giou_aux_0: 0.6246 (0.5928)  loss_giou_aux_1: 0.6076 (0.5724)  loss_giou_aux_2: 0.5827 (0.5667)  loss_giou_aux_3: 0.5816 (0.5638)  loss_giou_aux_4: 0.5865 (0.5631)  loss_giou_aux_5: 0.7102 (0.6748)  loss_giou_dn_0: 0.7015 (0.7179)  loss_giou_dn_1: 0.5881 (0.6127)  loss_giou_dn_2: 0.5648 (0.5880)  loss_giou_dn_3: 0.5604 (0.5799)  loss_giou_dn_4: 0.5588 (0.5774)  loss_giou_dn_5: 0.5592 (0.5774)  loss_vfl: 0.7462 (0.7687)  loss_vfl_aux_0: 0.8906 (0.9147)  loss_vfl_aux_1: 0.8357 (0.8632)  loss_vfl_aux_2: 0.7902 (0.8076)  loss_vfl_aux_3: 0.7602 (0.7812)  loss_vfl_aux_4: 0.7349 (0.7713)  loss_vfl_aux_5: 0.8613 (0.8905)  loss_vfl_dn_0: 0.4828 (0.4883)  loss_vfl_dn_1: 0.4407 (0.4442)  loss_vfl_dn_2: 0.4240 (0.4263)  loss_vfl_dn_3: 0.4176 (0.4187)  loss_vfl_dn_4: 0.4152 (0.4161)  loss_vfl_dn_5: 0.4151 (0.4160)  time: 0.4608  data: 0.0140  max mem: 5653
Epoch: [6]  [1500/7393]  eta: 0:47:37  lr: 0.000010  loss: 19.3594 (19.3369)  loss_bbox: 0.1819 (0.1950)  loss_bbox_aux_0: 0.2019 (0.2119)  loss_bbox_aux_1: 0.1902 (0.2001)  loss_bbox_aux_2: 0.1903 (0.1966)  loss_bbox_aux_3: 0.1863 (0.1951)  loss_bbox_aux_4: 0.1829 (0.1949)  loss_bbox_aux_5: 0.2339 (0.2583)  loss_bbox_dn_0: 0.3205 (0.3651)  loss_bbox_dn_1: 0.2605 (0.2937)  loss_bbox_dn_2: 0.2411 (0.2753)  loss_bbox_dn_3: 0.2300 (0.2674)  loss_bbox_dn_4: 0.2289 (0.2646)  loss_bbox_dn_5: 0.2284 (0.2642)  loss_giou: 0.5901 (0.5637)  loss_giou_aux_0: 0.6422 (0.5934)  loss_giou_aux_1: 0.6176 (0.5732)  loss_giou_aux_2: 0.6013 (0.5676)  loss_giou_aux_3: 0.5962 (0.5645)  loss_giou_aux_4: 0.5900 (0.5640)  loss_giou_aux_5: 0.6766 (0.6753)  loss_giou_dn_0: 0.7332 (0.7178)  loss_giou_dn_1: 0.6345 (0.6127)  loss_giou_dn_2: 0.6019 (0.5880)  loss_giou_dn_3: 0.5942 (0.5798)  loss_giou_dn_4: 0.5934 (0.5773)  loss_giou_dn_5: 0.5933 (0.5773)  loss_vfl: 0.7485 (0.7675)  loss_vfl_aux_0: 0.9166 (0.9143)  loss_vfl_aux_1: 0.8377 (0.8622)  loss_vfl_aux_2: 0.7746 (0.8067)  loss_vfl_aux_3: 0.7601 (0.7801)  loss_vfl_aux_4: 0.7465 (0.7699)  loss_vfl_aux_5: 0.8682 (0.8902)  loss_vfl_dn_0: 0.4863 (0.4883)  loss_vfl_dn_1: 0.4401 (0.4440)  loss_vfl_dn_2: 0.4264 (0.4262)  loss_vfl_dn_3: 0.4182 (0.4186)  loss_vfl_dn_4: 0.4205 (0.4160)  loss_vfl_dn_5: 0.4182 (0.4158)  time: 0.4790  data: 0.0139  max mem: 5653
Epoch: [6]  [1600/7393]  eta: 0:47:00  lr: 0.000010  loss: 19.1262 (19.3297)  loss_bbox: 0.1849 (0.1951)  loss_bbox_aux_0: 0.2060 (0.2119)  loss_bbox_aux_1: 0.1930 (0.2002)  loss_bbox_aux_2: 0.1812 (0.1967)  loss_bbox_aux_3: 0.1825 (0.1952)  loss_bbox_aux_4: 0.1841 (0.1950)  loss_bbox_aux_5: 0.2472 (0.2584)  loss_bbox_dn_0: 0.3475 (0.3654)  loss_bbox_dn_1: 0.2850 (0.2937)  loss_bbox_dn_2: 0.2716 (0.2752)  loss_bbox_dn_3: 0.2543 (0.2673)  loss_bbox_dn_4: 0.2527 (0.2644)  loss_bbox_dn_5: 0.2528 (0.2641)  loss_giou: 0.5019 (0.5630)  loss_giou_aux_0: 0.5204 (0.5927)  loss_giou_aux_1: 0.5082 (0.5725)  loss_giou_aux_2: 0.5096 (0.5668)  loss_giou_aux_3: 0.5089 (0.5638)  loss_giou_aux_4: 0.5022 (0.5632)  loss_giou_aux_5: 0.5818 (0.6748)  loss_giou_dn_0: 0.6495 (0.7172)  loss_giou_dn_1: 0.5451 (0.6120)  loss_giou_dn_2: 0.5149 (0.5872)  loss_giou_dn_3: 0.5079 (0.5791)  loss_giou_dn_4: 0.5050 (0.5766)  loss_giou_dn_5: 0.5049 (0.5766)  loss_vfl: 0.7160 (0.7674)  loss_vfl_aux_0: 0.9557 (0.9155)  loss_vfl_aux_1: 0.8202 (0.8626)  loss_vfl_aux_2: 0.7697 (0.8072)  loss_vfl_aux_3: 0.7267 (0.7804)  loss_vfl_aux_4: 0.7190 (0.7699)  loss_vfl_aux_5: 0.9390 (0.8906)  loss_vfl_dn_0: 0.4894 (0.4884)  loss_vfl_dn_1: 0.4414 (0.4439)  loss_vfl_dn_2: 0.4235 (0.4261)  loss_vfl_dn_3: 0.4149 (0.4185)  loss_vfl_dn_4: 0.4102 (0.4158)  loss_vfl_dn_5: 0.4074 (0.4156)  time: 0.4647  data: 0.0138  max mem: 5653
Epoch: [6]  [1700/7393]  eta: 0:46:04  lr: 0.000010  loss: 19.1911 (19.3233)  loss_bbox: 0.1798 (0.1950)  loss_bbox_aux_0: 0.1957 (0.2118)  loss_bbox_aux_1: 0.1747 (0.2000)  loss_bbox_aux_2: 0.1726 (0.1965)  loss_bbox_aux_3: 0.1775 (0.1950)  loss_bbox_aux_4: 0.1778 (0.1949)  loss_bbox_aux_5: 0.2352 (0.2584)  loss_bbox_dn_0: 0.3413 (0.3655)  loss_bbox_dn_1: 0.2647 (0.2938)  loss_bbox_dn_2: 0.2502 (0.2754)  loss_bbox_dn_3: 0.2449 (0.2675)  loss_bbox_dn_4: 0.2394 (0.2646)  loss_bbox_dn_5: 0.2391 (0.2643)  loss_giou: 0.5719 (0.5621)  loss_giou_aux_0: 0.5977 (0.5918)  loss_giou_aux_1: 0.5668 (0.5715)  loss_giou_aux_2: 0.5708 (0.5657)  loss_giou_aux_3: 0.5695 (0.5628)  loss_giou_aux_4: 0.5745 (0.5623)  loss_giou_aux_5: 0.6515 (0.6739)  loss_giou_dn_0: 0.7351 (0.7170)  loss_giou_dn_1: 0.6183 (0.6117)  loss_giou_dn_2: 0.5933 (0.5870)  loss_giou_dn_3: 0.5842 (0.5788)  loss_giou_dn_4: 0.5821 (0.5763)  loss_giou_dn_5: 0.5823 (0.5763)  loss_vfl: 0.7678 (0.7677)  loss_vfl_aux_0: 0.8913 (0.9154)  loss_vfl_aux_1: 0.8309 (0.8627)  loss_vfl_aux_2: 0.8197 (0.8076)  loss_vfl_aux_3: 0.7808 (0.7808)  loss_vfl_aux_4: 0.7584 (0.7701)  loss_vfl_aux_5: 0.8559 (0.8908)  loss_vfl_dn_0: 0.4886 (0.4884)  loss_vfl_dn_1: 0.4359 (0.4439)  loss_vfl_dn_2: 0.4199 (0.4261)  loss_vfl_dn_3: 0.4082 (0.4184)  loss_vfl_dn_4: 0.4057 (0.4158)  loss_vfl_dn_5: 0.4075 (0.4156)  time: 0.4696  data: 0.0130  max mem: 5653
Epoch: [6]  [1800/7393]  eta: 0:45:08  lr: 0.000010  loss: 18.9039 (19.3252)  loss_bbox: 0.1654 (0.1950)  loss_bbox_aux_0: 0.1708 (0.2119)  loss_bbox_aux_1: 0.1630 (0.2000)  loss_bbox_aux_2: 0.1657 (0.1967)  loss_bbox_aux_3: 0.1688 (0.1951)  loss_bbox_aux_4: 0.1595 (0.1950)  loss_bbox_aux_5: 0.2243 (0.2582)  loss_bbox_dn_0: 0.2987 (0.3649)  loss_bbox_dn_1: 0.2409 (0.2934)  loss_bbox_dn_2: 0.2320 (0.2751)  loss_bbox_dn_3: 0.2285 (0.2672)  loss_bbox_dn_4: 0.2271 (0.2644)  loss_bbox_dn_5: 0.2269 (0.2640)  loss_giou: 0.5344 (0.5631)  loss_giou_aux_0: 0.5641 (0.5929)  loss_giou_aux_1: 0.5490 (0.5725)  loss_giou_aux_2: 0.5405 (0.5669)  loss_giou_aux_3: 0.5343 (0.5639)  loss_giou_aux_4: 0.5331 (0.5633)  loss_giou_aux_5: 0.6457 (0.6746)  loss_giou_dn_0: 0.7196 (0.7175)  loss_giou_dn_1: 0.6204 (0.6123)  loss_giou_dn_2: 0.5903 (0.5876)  loss_giou_dn_3: 0.5800 (0.5795)  loss_giou_dn_4: 0.5776 (0.5770)  loss_giou_dn_5: 0.5776 (0.5770)  loss_vfl: 0.7463 (0.7669)  loss_vfl_aux_0: 0.8777 (0.9144)  loss_vfl_aux_1: 0.8337 (0.8617)  loss_vfl_aux_2: 0.7816 (0.8063)  loss_vfl_aux_3: 0.7737 (0.7799)  loss_vfl_aux_4: 0.7522 (0.7694)  loss_vfl_aux_5: 0.8377 (0.8897)  loss_vfl_dn_0: 0.4824 (0.4882)  loss_vfl_dn_1: 0.4361 (0.4438)  loss_vfl_dn_2: 0.4250 (0.4261)  loss_vfl_dn_3: 0.4135 (0.4185)  loss_vfl_dn_4: 0.4085 (0.4158)  loss_vfl_dn_5: 0.4070 (0.4157)  time: 0.4597  data: 0.0135  max mem: 5653
Epoch: [6]  [1900/7393]  eta: 0:44:12  lr: 0.000010  loss: 19.2483 (19.3210)  loss_bbox: 0.1897 (0.1949)  loss_bbox_aux_0: 0.2076 (0.2117)  loss_bbox_aux_1: 0.1956 (0.2000)  loss_bbox_aux_2: 0.1922 (0.1965)  loss_bbox_aux_3: 0.1942 (0.1949)  loss_bbox_aux_4: 0.1901 (0.1950)  loss_bbox_aux_5: 0.2569 (0.2580)  loss_bbox_dn_0: 0.3269 (0.3642)  loss_bbox_dn_1: 0.2704 (0.2928)  loss_bbox_dn_2: 0.2631 (0.2746)  loss_bbox_dn_3: 0.2574 (0.2668)  loss_bbox_dn_4: 0.2569 (0.2639)  loss_bbox_dn_5: 0.2566 (0.2636)  loss_giou: 0.5769 (0.5637)  loss_giou_aux_0: 0.6095 (0.5936)  loss_giou_aux_1: 0.5866 (0.5732)  loss_giou_aux_2: 0.5912 (0.5674)  loss_giou_aux_3: 0.5823 (0.5645)  loss_giou_aux_4: 0.5773 (0.5639)  loss_giou_aux_5: 0.6899 (0.6753)  loss_giou_dn_0: 0.7217 (0.7176)  loss_giou_dn_1: 0.6183 (0.6125)  loss_giou_dn_2: 0.5944 (0.5878)  loss_giou_dn_3: 0.5846 (0.5797)  loss_giou_dn_4: 0.5793 (0.5772)  loss_giou_dn_5: 0.5790 (0.5772)  loss_vfl: 0.7717 (0.7664)  loss_vfl_aux_0: 0.8796 (0.9138)  loss_vfl_aux_1: 0.8504 (0.8609)  loss_vfl_aux_2: 0.8038 (0.8058)  loss_vfl_aux_3: 0.7761 (0.7794)  loss_vfl_aux_4: 0.7792 (0.7688)  loss_vfl_aux_5: 0.8354 (0.8887)  loss_vfl_dn_0: 0.4861 (0.4880)  loss_vfl_dn_1: 0.4368 (0.4436)  loss_vfl_dn_2: 0.4284 (0.4259)  loss_vfl_dn_3: 0.4127 (0.4183)  loss_vfl_dn_4: 0.4152 (0.4156)  loss_vfl_dn_5: 0.4121 (0.4154)  time: 0.4496  data: 0.0132  max mem: 5653
Epoch: [6]  [2000/7393]  eta: 0:43:20  lr: 0.000010  loss: 19.4379 (19.3200)  loss_bbox: 0.1980 (0.1951)  loss_bbox_aux_0: 0.2114 (0.2117)  loss_bbox_aux_1: 0.2019 (0.2000)  loss_bbox_aux_2: 0.1997 (0.1966)  loss_bbox_aux_3: 0.2018 (0.1951)  loss_bbox_aux_4: 0.1989 (0.1951)  loss_bbox_aux_5: 0.2529 (0.2582)  loss_bbox_dn_0: 0.3825 (0.3651)  loss_bbox_dn_1: 0.3093 (0.2936)  loss_bbox_dn_2: 0.2831 (0.2753)  loss_bbox_dn_3: 0.2809 (0.2674)  loss_bbox_dn_4: 0.2778 (0.2645)  loss_bbox_dn_5: 0.2784 (0.2642)  loss_giou: 0.5023 (0.5631)  loss_giou_aux_0: 0.5154 (0.5929)  loss_giou_aux_1: 0.5067 (0.5726)  loss_giou_aux_2: 0.5058 (0.5669)  loss_giou_aux_3: 0.5017 (0.5639)  loss_giou_aux_4: 0.5005 (0.5633)  loss_giou_aux_5: 0.6055 (0.6744)  loss_giou_dn_0: 0.6838 (0.7173)  loss_giou_dn_1: 0.5743 (0.6120)  loss_giou_dn_2: 0.5467 (0.5873)  loss_giou_dn_3: 0.5413 (0.5792)  loss_giou_dn_4: 0.5392 (0.5767)  loss_giou_dn_5: 0.5386 (0.5767)  loss_vfl: 0.8058 (0.7663)  loss_vfl_aux_0: 0.9637 (0.9144)  loss_vfl_aux_1: 0.9308 (0.8612)  loss_vfl_aux_2: 0.8771 (0.8057)  loss_vfl_aux_3: 0.8194 (0.7792)  loss_vfl_aux_4: 0.8190 (0.7687)  loss_vfl_aux_5: 0.9517 (0.8893)  loss_vfl_dn_0: 0.4943 (0.4880)  loss_vfl_dn_1: 0.4372 (0.4436)  loss_vfl_dn_2: 0.4263 (0.4259)  loss_vfl_dn_3: 0.4125 (0.4183)  loss_vfl_dn_4: 0.4130 (0.4156)  loss_vfl_dn_5: 0.4140 (0.4155)  time: 0.4642  data: 0.0131  max mem: 5653
Epoch: [6]  [2100/7393]  eta: 0:42:28  lr: 0.000010  loss: 18.6900 (19.3085)  loss_bbox: 0.1842 (0.1948)  loss_bbox_aux_0: 0.1968 (0.2113)  loss_bbox_aux_1: 0.1848 (0.1996)  loss_bbox_aux_2: 0.1855 (0.1963)  loss_bbox_aux_3: 0.1790 (0.1949)  loss_bbox_aux_4: 0.1799 (0.1949)  loss_bbox_aux_5: 0.2469 (0.2578)  loss_bbox_dn_0: 0.3398 (0.3640)  loss_bbox_dn_1: 0.2752 (0.2927)  loss_bbox_dn_2: 0.2532 (0.2744)  loss_bbox_dn_3: 0.2475 (0.2666)  loss_bbox_dn_4: 0.2443 (0.2637)  loss_bbox_dn_5: 0.2436 (0.2634)  loss_giou: 0.5060 (0.5632)  loss_giou_aux_0: 0.5446 (0.5927)  loss_giou_aux_1: 0.5348 (0.5724)  loss_giou_aux_2: 0.5129 (0.5669)  loss_giou_aux_3: 0.5043 (0.5640)  loss_giou_aux_4: 0.5024 (0.5633)  loss_giou_aux_5: 0.6264 (0.6744)  loss_giou_dn_0: 0.6926 (0.7171)  loss_giou_dn_1: 0.5836 (0.6118)  loss_giou_dn_2: 0.5584 (0.5871)  loss_giou_dn_3: 0.5535 (0.5790)  loss_giou_dn_4: 0.5507 (0.5765)  loss_giou_dn_5: 0.5502 (0.5765)  loss_vfl: 0.7473 (0.7658)  loss_vfl_aux_0: 0.8696 (0.9142)  loss_vfl_aux_1: 0.8462 (0.8608)  loss_vfl_aux_2: 0.7863 (0.8054)  loss_vfl_aux_3: 0.7467 (0.7787)  loss_vfl_aux_4: 0.7534 (0.7683)  loss_vfl_aux_5: 0.8392 (0.8887)  loss_vfl_dn_0: 0.4868 (0.4880)  loss_vfl_dn_1: 0.4452 (0.4436)  loss_vfl_dn_2: 0.4278 (0.4261)  loss_vfl_dn_3: 0.4166 (0.4184)  loss_vfl_dn_4: 0.4138 (0.4158)  loss_vfl_dn_5: 0.4147 (0.4156)  time: 0.4662  data: 0.0130  max mem: 5653
Epoch: [6]  [2200/7393]  eta: 0:41:35  lr: 0.000010  loss: 18.9461 (19.2964)  loss_bbox: 0.1879 (0.1947)  loss_bbox_aux_0: 0.1988 (0.2111)  loss_bbox_aux_1: 0.1919 (0.1994)  loss_bbox_aux_2: 0.1951 (0.1960)  loss_bbox_aux_3: 0.1900 (0.1948)  loss_bbox_aux_4: 0.1878 (0.1948)  loss_bbox_aux_5: 0.2489 (0.2576)  loss_bbox_dn_0: 0.3597 (0.3639)  loss_bbox_dn_1: 0.2875 (0.2926)  loss_bbox_dn_2: 0.2601 (0.2742)  loss_bbox_dn_3: 0.2484 (0.2664)  loss_bbox_dn_4: 0.2469 (0.2635)  loss_bbox_dn_5: 0.2468 (0.2632)  loss_giou: 0.5115 (0.5625)  loss_giou_aux_0: 0.5458 (0.5921)  loss_giou_aux_1: 0.5052 (0.5717)  loss_giou_aux_2: 0.5135 (0.5661)  loss_giou_aux_3: 0.5226 (0.5633)  loss_giou_aux_4: 0.5160 (0.5626)  loss_giou_aux_5: 0.6249 (0.6739)  loss_giou_dn_0: 0.6955 (0.7168)  loss_giou_dn_1: 0.5872 (0.6114)  loss_giou_dn_2: 0.5611 (0.5866)  loss_giou_dn_3: 0.5469 (0.5785)  loss_giou_dn_4: 0.5430 (0.5760)  loss_giou_dn_5: 0.5427 (0.5760)  loss_vfl: 0.7014 (0.7655)  loss_vfl_aux_0: 0.8454 (0.9139)  loss_vfl_aux_1: 0.8252 (0.8605)  loss_vfl_aux_2: 0.7345 (0.8052)  loss_vfl_aux_3: 0.7031 (0.7782)  loss_vfl_aux_4: 0.7072 (0.7680)  loss_vfl_aux_5: 0.8359 (0.8887)  loss_vfl_dn_0: 0.4860 (0.4880)  loss_vfl_dn_1: 0.4362 (0.4436)  loss_vfl_dn_2: 0.4169 (0.4260)  loss_vfl_dn_3: 0.4068 (0.4183)  loss_vfl_dn_4: 0.4067 (0.4157)  loss_vfl_dn_5: 0.4075 (0.4155)  time: 0.4680  data: 0.0133  max mem: 5653
Epoch: [6]  [2300/7393]  eta: 0:40:43  lr: 0.000010  loss: 18.3025 (19.2881)  loss_bbox: 0.1912 (0.1943)  loss_bbox_aux_0: 0.2054 (0.2108)  loss_bbox_aux_1: 0.2048 (0.1991)  loss_bbox_aux_2: 0.1973 (0.1956)  loss_bbox_aux_3: 0.1928 (0.1944)  loss_bbox_aux_4: 0.1883 (0.1944)  loss_bbox_aux_5: 0.2524 (0.2571)  loss_bbox_dn_0: 0.3408 (0.3634)  loss_bbox_dn_1: 0.2732 (0.2922)  loss_bbox_dn_2: 0.2585 (0.2740)  loss_bbox_dn_3: 0.2514 (0.2662)  loss_bbox_dn_4: 0.2516 (0.2633)  loss_bbox_dn_5: 0.2517 (0.2629)  loss_giou: 0.4667 (0.5618)  loss_giou_aux_0: 0.4977 (0.5916)  loss_giou_aux_1: 0.4728 (0.5713)  loss_giou_aux_2: 0.4683 (0.5655)  loss_giou_aux_3: 0.4672 (0.5628)  loss_giou_aux_4: 0.4618 (0.5620)  loss_giou_aux_5: 0.6119 (0.6734)  loss_giou_dn_0: 0.6870 (0.7167)  loss_giou_dn_1: 0.5760 (0.6113)  loss_giou_dn_2: 0.5458 (0.5866)  loss_giou_dn_3: 0.5344 (0.5785)  loss_giou_dn_4: 0.5324 (0.5760)  loss_giou_dn_5: 0.5315 (0.5760)  loss_vfl: 0.7537 (0.7660)  loss_vfl_aux_0: 0.8467 (0.9136)  loss_vfl_aux_1: 0.8141 (0.8604)  loss_vfl_aux_2: 0.7979 (0.8055)  loss_vfl_aux_3: 0.7544 (0.7785)  loss_vfl_aux_4: 0.7469 (0.7683)  loss_vfl_aux_5: 0.8401 (0.8884)  loss_vfl_dn_0: 0.4824 (0.4879)  loss_vfl_dn_1: 0.4330 (0.4435)  loss_vfl_dn_2: 0.4192 (0.4259)  loss_vfl_dn_3: 0.4121 (0.4183)  loss_vfl_dn_4: 0.4093 (0.4156)  loss_vfl_dn_5: 0.4078 (0.4155)  time: 0.4629  data: 0.0134  max mem: 5653
Epoch: [6]  [2400/7393]  eta: 0:39:51  lr: 0.000010  loss: 18.5965 (19.2844)  loss_bbox: 0.1992 (0.1943)  loss_bbox_aux_0: 0.2012 (0.2109)  loss_bbox_aux_1: 0.1980 (0.1992)  loss_bbox_aux_2: 0.1931 (0.1958)  loss_bbox_aux_3: 0.1957 (0.1945)  loss_bbox_aux_4: 0.1955 (0.1945)  loss_bbox_aux_5: 0.2696 (0.2573)  loss_bbox_dn_0: 0.3653 (0.3640)  loss_bbox_dn_1: 0.2952 (0.2927)  loss_bbox_dn_2: 0.2839 (0.2744)  loss_bbox_dn_3: 0.2727 (0.2666)  loss_bbox_dn_4: 0.2671 (0.2637)  loss_bbox_dn_5: 0.2660 (0.2634)  loss_giou: 0.5156 (0.5610)  loss_giou_aux_0: 0.5651 (0.5909)  loss_giou_aux_1: 0.5295 (0.5705)  loss_giou_aux_2: 0.5136 (0.5647)  loss_giou_aux_3: 0.5065 (0.5619)  loss_giou_aux_4: 0.5163 (0.5612)  loss_giou_aux_5: 0.6412 (0.6728)  loss_giou_dn_0: 0.6836 (0.7163)  loss_giou_dn_1: 0.5813 (0.6108)  loss_giou_dn_2: 0.5550 (0.5860)  loss_giou_dn_3: 0.5414 (0.5779)  loss_giou_dn_4: 0.5381 (0.5754)  loss_giou_dn_5: 0.5385 (0.5754)  loss_vfl: 0.7371 (0.7662)  loss_vfl_aux_0: 0.9333 (0.9137)  loss_vfl_aux_1: 0.8573 (0.8606)  loss_vfl_aux_2: 0.7803 (0.8058)  loss_vfl_aux_3: 0.7398 (0.7788)  loss_vfl_aux_4: 0.7319 (0.7686)  loss_vfl_aux_5: 0.8978 (0.8882)  loss_vfl_dn_0: 0.4885 (0.4878)  loss_vfl_dn_1: 0.4401 (0.4435)  loss_vfl_dn_2: 0.4219 (0.4259)  loss_vfl_dn_3: 0.4122 (0.4183)  loss_vfl_dn_4: 0.4090 (0.4156)  loss_vfl_dn_5: 0.4121 (0.4155)  time: 0.4664  data: 0.0131  max mem: 5653
Epoch: [6]  [2500/7393]  eta: 0:39:00  lr: 0.000010  loss: 19.0071 (19.2757)  loss_bbox: 0.1783 (0.1944)  loss_bbox_aux_0: 0.1973 (0.2110)  loss_bbox_aux_1: 0.1826 (0.1992)  loss_bbox_aux_2: 0.1882 (0.1958)  loss_bbox_aux_3: 0.1806 (0.1945)  loss_bbox_aux_4: 0.1783 (0.1945)  loss_bbox_aux_5: 0.2550 (0.2574)  loss_bbox_dn_0: 0.2987 (0.3641)  loss_bbox_dn_1: 0.2506 (0.2927)  loss_bbox_dn_2: 0.2321 (0.2744)  loss_bbox_dn_3: 0.2266 (0.2666)  loss_bbox_dn_4: 0.2249 (0.2637)  loss_bbox_dn_5: 0.2249 (0.2633)  loss_giou: 0.5505 (0.5606)  loss_giou_aux_0: 0.5808 (0.5906)  loss_giou_aux_1: 0.5736 (0.5701)  loss_giou_aux_2: 0.5611 (0.5644)  loss_giou_aux_3: 0.5581 (0.5615)  loss_giou_aux_4: 0.5513 (0.5608)  loss_giou_aux_5: 0.6708 (0.6726)  loss_giou_dn_0: 0.7040 (0.7159)  loss_giou_dn_1: 0.5971 (0.6102)  loss_giou_dn_2: 0.5699 (0.5855)  loss_giou_dn_3: 0.5625 (0.5773)  loss_giou_dn_4: 0.5602 (0.5748)  loss_giou_dn_5: 0.5616 (0.5748)  loss_vfl: 0.7327 (0.7660)  loss_vfl_aux_0: 0.8434 (0.9130)  loss_vfl_aux_1: 0.8160 (0.8601)  loss_vfl_aux_2: 0.7651 (0.8054)  loss_vfl_aux_3: 0.7524 (0.7787)  loss_vfl_aux_4: 0.7345 (0.7683)  loss_vfl_aux_5: 0.8198 (0.8876)  loss_vfl_dn_0: 0.4847 (0.4878)  loss_vfl_dn_1: 0.4508 (0.4434)  loss_vfl_dn_2: 0.4301 (0.4257)  loss_vfl_dn_3: 0.4251 (0.4181)  loss_vfl_dn_4: 0.4207 (0.4155)  loss_vfl_dn_5: 0.4184 (0.4153)  time: 0.4676  data: 0.0132  max mem: 5653
Epoch: [6]  [2600/7393]  eta: 0:38:09  lr: 0.000010  loss: 19.2091 (19.2712)  loss_bbox: 0.1912 (0.1943)  loss_bbox_aux_0: 0.2142 (0.2110)  loss_bbox_aux_1: 0.2069 (0.1992)  loss_bbox_aux_2: 0.2001 (0.1959)  loss_bbox_aux_3: 0.1936 (0.1944)  loss_bbox_aux_4: 0.1892 (0.1945)  loss_bbox_aux_5: 0.2474 (0.2574)  loss_bbox_dn_0: 0.3546 (0.3643)  loss_bbox_dn_1: 0.2927 (0.2928)  loss_bbox_dn_2: 0.2655 (0.2745)  loss_bbox_dn_3: 0.2597 (0.2667)  loss_bbox_dn_4: 0.2588 (0.2639)  loss_bbox_dn_5: 0.2585 (0.2635)  loss_giou: 0.5085 (0.5602)  loss_giou_aux_0: 0.5394 (0.5903)  loss_giou_aux_1: 0.5232 (0.5697)  loss_giou_aux_2: 0.5124 (0.5640)  loss_giou_aux_3: 0.5086 (0.5612)  loss_giou_aux_4: 0.5110 (0.5605)  loss_giou_aux_5: 0.6131 (0.6723)  loss_giou_dn_0: 0.6891 (0.7157)  loss_giou_dn_1: 0.5855 (0.6101)  loss_giou_dn_2: 0.5639 (0.5853)  loss_giou_dn_3: 0.5576 (0.5772)  loss_giou_dn_4: 0.5530 (0.5747)  loss_giou_dn_5: 0.5519 (0.5747)  loss_vfl: 0.7760 (0.7660)  loss_vfl_aux_0: 0.9140 (0.9126)  loss_vfl_aux_1: 0.8600 (0.8597)  loss_vfl_aux_2: 0.8207 (0.8052)  loss_vfl_aux_3: 0.7898 (0.7787)  loss_vfl_aux_4: 0.7793 (0.7682)  loss_vfl_aux_5: 0.9075 (0.8873)  loss_vfl_dn_0: 0.4964 (0.4877)  loss_vfl_dn_1: 0.4498 (0.4433)  loss_vfl_dn_2: 0.4263 (0.4256)  loss_vfl_dn_3: 0.4159 (0.4180)  loss_vfl_dn_4: 0.4170 (0.4154)  loss_vfl_dn_5: 0.4170 (0.4152)  time: 0.4604  data: 0.0132  max mem: 5653
Epoch: [6]  [2700/7393]  eta: 0:37:18  lr: 0.000010  loss: 19.5646 (19.2756)  loss_bbox: 0.1889 (0.1944)  loss_bbox_aux_0: 0.2012 (0.2109)  loss_bbox_aux_1: 0.1975 (0.1992)  loss_bbox_aux_2: 0.1972 (0.1959)  loss_bbox_aux_3: 0.1965 (0.1946)  loss_bbox_aux_4: 0.1896 (0.1946)  loss_bbox_aux_5: 0.2475 (0.2572)  loss_bbox_dn_0: 0.3341 (0.3641)  loss_bbox_dn_1: 0.2788 (0.2928)  loss_bbox_dn_2: 0.2569 (0.2745)  loss_bbox_dn_3: 0.2441 (0.2667)  loss_bbox_dn_4: 0.2402 (0.2638)  loss_bbox_dn_5: 0.2400 (0.2635)  loss_giou: 0.6338 (0.5610)  loss_giou_aux_0: 0.6309 (0.5909)  loss_giou_aux_1: 0.6293 (0.5704)  loss_giou_aux_2: 0.6268 (0.5648)  loss_giou_aux_3: 0.6233 (0.5620)  loss_giou_aux_4: 0.6206 (0.5613)  loss_giou_aux_5: 0.7139 (0.6727)  loss_giou_dn_0: 0.7389 (0.7160)  loss_giou_dn_1: 0.6266 (0.6105)  loss_giou_dn_2: 0.6071 (0.5857)  loss_giou_dn_3: 0.6029 (0.5776)  loss_giou_dn_4: 0.5995 (0.5751)  loss_giou_dn_5: 0.5987 (0.5751)  loss_vfl: 0.7265 (0.7656)  loss_vfl_aux_0: 0.8890 (0.9123)  loss_vfl_aux_1: 0.8575 (0.8594)  loss_vfl_aux_2: 0.7700 (0.8048)  loss_vfl_aux_3: 0.7343 (0.7783)  loss_vfl_aux_4: 0.7282 (0.7678)  loss_vfl_aux_5: 0.8754 (0.8872)  loss_vfl_dn_0: 0.4863 (0.4876)  loss_vfl_dn_1: 0.4436 (0.4431)  loss_vfl_dn_2: 0.4250 (0.4256)  loss_vfl_dn_3: 0.4149 (0.4180)  loss_vfl_dn_4: 0.4139 (0.4153)  loss_vfl_dn_5: 0.4120 (0.4151)  time: 0.4571  data: 0.0140  max mem: 5653
Epoch: [6]  [2800/7393]  eta: 0:36:29  lr: 0.000010  loss: 19.8151 (19.2803)  loss_bbox: 0.1825 (0.1948)  loss_bbox_aux_0: 0.1983 (0.2111)  loss_bbox_aux_1: 0.1939 (0.1994)  loss_bbox_aux_2: 0.1817 (0.1961)  loss_bbox_aux_3: 0.1848 (0.1948)  loss_bbox_aux_4: 0.1820 (0.1949)  loss_bbox_aux_5: 0.2507 (0.2574)  loss_bbox_dn_0: 0.3532 (0.3645)  loss_bbox_dn_1: 0.2688 (0.2932)  loss_bbox_dn_2: 0.2538 (0.2749)  loss_bbox_dn_3: 0.2509 (0.2671)  loss_bbox_dn_4: 0.2502 (0.2642)  loss_bbox_dn_5: 0.2501 (0.2639)  loss_giou: 0.4999 (0.5607)  loss_giou_aux_0: 0.5498 (0.5905)  loss_giou_aux_1: 0.5336 (0.5701)  loss_giou_aux_2: 0.4964 (0.5643)  loss_giou_aux_3: 0.4948 (0.5616)  loss_giou_aux_4: 0.5032 (0.5610)  loss_giou_aux_5: 0.6415 (0.6723)  loss_giou_dn_0: 0.7350 (0.7159)  loss_giou_dn_1: 0.6316 (0.6104)  loss_giou_dn_2: 0.6015 (0.5856)  loss_giou_dn_3: 0.5930 (0.5775)  loss_giou_dn_4: 0.5913 (0.5750)  loss_giou_dn_5: 0.5914 (0.5750)  loss_vfl: 0.7638 (0.7660)  loss_vfl_aux_0: 0.9084 (0.9126)  loss_vfl_aux_1: 0.8391 (0.8599)  loss_vfl_aux_2: 0.8121 (0.8056)  loss_vfl_aux_3: 0.7848 (0.7788)  loss_vfl_aux_4: 0.7501 (0.7684)  loss_vfl_aux_5: 0.8794 (0.8875)  loss_vfl_dn_0: 0.4897 (0.4876)  loss_vfl_dn_1: 0.4496 (0.4432)  loss_vfl_dn_2: 0.4283 (0.4256)  loss_vfl_dn_3: 0.4231 (0.4180)  loss_vfl_dn_4: 0.4199 (0.4154)  loss_vfl_dn_5: 0.4193 (0.4152)  time: 0.4907  data: 0.0147  max mem: 5653
Epoch: [6]  [2900/7393]  eta: 0:35:39  lr: 0.000010  loss: 18.8172 (19.2727)  loss_bbox: 0.1844 (0.1946)  loss_bbox_aux_0: 0.2041 (0.2111)  loss_bbox_aux_1: 0.1886 (0.1993)  loss_bbox_aux_2: 0.1873 (0.1959)  loss_bbox_aux_3: 0.1840 (0.1946)  loss_bbox_aux_4: 0.1842 (0.1947)  loss_bbox_aux_5: 0.2473 (0.2573)  loss_bbox_dn_0: 0.3604 (0.3646)  loss_bbox_dn_1: 0.2630 (0.2931)  loss_bbox_dn_2: 0.2543 (0.2748)  loss_bbox_dn_3: 0.2530 (0.2670)  loss_bbox_dn_4: 0.2516 (0.2642)  loss_bbox_dn_5: 0.2516 (0.2638)  loss_giou: 0.4590 (0.5602)  loss_giou_aux_0: 0.4984 (0.5901)  loss_giou_aux_1: 0.4653 (0.5696)  loss_giou_aux_2: 0.4654 (0.5638)  loss_giou_aux_3: 0.4614 (0.5611)  loss_giou_aux_4: 0.4637 (0.5604)  loss_giou_aux_5: 0.5790 (0.6717)  loss_giou_dn_0: 0.6511 (0.7155)  loss_giou_dn_1: 0.5564 (0.6100)  loss_giou_dn_2: 0.5260 (0.5852)  loss_giou_dn_3: 0.5121 (0.5771)  loss_giou_dn_4: 0.5076 (0.5746)  loss_giou_dn_5: 0.5073 (0.5746)  loss_vfl: 0.7841 (0.7662)  loss_vfl_aux_0: 0.9428 (0.9124)  loss_vfl_aux_1: 0.8542 (0.8599)  loss_vfl_aux_2: 0.8066 (0.8055)  loss_vfl_aux_3: 0.7930 (0.7788)  loss_vfl_aux_4: 0.7892 (0.7685)  loss_vfl_aux_5: 0.9079 (0.8877)  loss_vfl_dn_0: 0.4978 (0.4877)  loss_vfl_dn_1: 0.4415 (0.4431)  loss_vfl_dn_2: 0.4214 (0.4256)  loss_vfl_dn_3: 0.4188 (0.4180)  loss_vfl_dn_4: 0.4161 (0.4154)  loss_vfl_dn_5: 0.4143 (0.4152)  time: 0.4560  data: 0.0148  max mem: 5653
Epoch: [6]  [3000/7393]  eta: 0:34:56  lr: 0.000010  loss: 19.0365 (19.2722)  loss_bbox: 0.1776 (0.1944)  loss_bbox_aux_0: 0.2060 (0.2111)  loss_bbox_aux_1: 0.1890 (0.1991)  loss_bbox_aux_2: 0.1766 (0.1958)  loss_bbox_aux_3: 0.1795 (0.1945)  loss_bbox_aux_4: 0.1767 (0.1945)  loss_bbox_aux_5: 0.2448 (0.2572)  loss_bbox_dn_0: 0.3436 (0.3648)  loss_bbox_dn_1: 0.2665 (0.2933)  loss_bbox_dn_2: 0.2533 (0.2750)  loss_bbox_dn_3: 0.2406 (0.2672)  loss_bbox_dn_4: 0.2388 (0.2643)  loss_bbox_dn_5: 0.2387 (0.2640)  loss_giou: 0.5081 (0.5599)  loss_giou_aux_0: 0.5627 (0.5900)  loss_giou_aux_1: 0.5351 (0.5694)  loss_giou_aux_2: 0.5188 (0.5636)  loss_giou_aux_3: 0.5143 (0.5609)  loss_giou_aux_4: 0.5078 (0.5601)  loss_giou_aux_5: 0.6484 (0.6716)  loss_giou_dn_0: 0.7159 (0.7151)  loss_giou_dn_1: 0.6106 (0.6096)  loss_giou_dn_2: 0.5784 (0.5849)  loss_giou_dn_3: 0.5682 (0.5768)  loss_giou_dn_4: 0.5615 (0.5743)  loss_giou_dn_5: 0.5615 (0.5743)  loss_vfl: 0.7642 (0.7667)  loss_vfl_aux_0: 0.8808 (0.9124)  loss_vfl_aux_1: 0.8280 (0.8600)  loss_vfl_aux_2: 0.8048 (0.8060)  loss_vfl_aux_3: 0.7633 (0.7794)  loss_vfl_aux_4: 0.7547 (0.7690)  loss_vfl_aux_5: 0.8956 (0.8880)  loss_vfl_dn_0: 0.4899 (0.4877)  loss_vfl_dn_1: 0.4431 (0.4431)  loss_vfl_dn_2: 0.4232 (0.4256)  loss_vfl_dn_3: 0.4161 (0.4180)  loss_vfl_dn_4: 0.4103 (0.4154)  loss_vfl_dn_5: 0.4126 (0.4152)  time: 0.4661  data: 0.0133  max mem: 5653
Epoch: [6]  [3100/7393]  eta: 0:34:06  lr: 0.000010  loss: 19.2297 (19.2665)  loss_bbox: 0.1942 (0.1944)  loss_bbox_aux_0: 0.2058 (0.2111)  loss_bbox_aux_1: 0.1935 (0.1991)  loss_bbox_aux_2: 0.1950 (0.1958)  loss_bbox_aux_3: 0.1909 (0.1944)  loss_bbox_aux_4: 0.1933 (0.1945)  loss_bbox_aux_5: 0.2671 (0.2572)  loss_bbox_dn_0: 0.3406 (0.3646)  loss_bbox_dn_1: 0.2492 (0.2932)  loss_bbox_dn_2: 0.2324 (0.2748)  loss_bbox_dn_3: 0.2242 (0.2670)  loss_bbox_dn_4: 0.2217 (0.2642)  loss_bbox_dn_5: 0.2207 (0.2638)  loss_giou: 0.5864 (0.5597)  loss_giou_aux_0: 0.6083 (0.5897)  loss_giou_aux_1: 0.5656 (0.5692)  loss_giou_aux_2: 0.5703 (0.5633)  loss_giou_aux_3: 0.5848 (0.5606)  loss_giou_aux_4: 0.5769 (0.5599)  loss_giou_aux_5: 0.6808 (0.6712)  loss_giou_dn_0: 0.7237 (0.7149)  loss_giou_dn_1: 0.6161 (0.6094)  loss_giou_dn_2: 0.5917 (0.5847)  loss_giou_dn_3: 0.5815 (0.5766)  loss_giou_dn_4: 0.5787 (0.5741)  loss_giou_dn_5: 0.5782 (0.5741)  loss_vfl: 0.7325 (0.7667)  loss_vfl_aux_0: 0.8612 (0.9120)  loss_vfl_aux_1: 0.8148 (0.8597)  loss_vfl_aux_2: 0.7788 (0.8060)  loss_vfl_aux_3: 0.7300 (0.7794)  loss_vfl_aux_4: 0.7259 (0.7691)  loss_vfl_aux_5: 0.8446 (0.8879)  loss_vfl_dn_0: 0.4764 (0.4877)  loss_vfl_dn_1: 0.4290 (0.4430)  loss_vfl_dn_2: 0.4190 (0.4255)  loss_vfl_dn_3: 0.4132 (0.4179)  loss_vfl_dn_4: 0.4083 (0.4153)  loss_vfl_dn_5: 0.4069 (0.4151)  time: 0.4729  data: 0.0133  max mem: 5653
Epoch: [6]  [3200/7393]  eta: 0:33:17  lr: 0.000010  loss: 19.4410 (19.2697)  loss_bbox: 0.2082 (0.1949)  loss_bbox_aux_0: 0.2171 (0.2115)  loss_bbox_aux_1: 0.2080 (0.1995)  loss_bbox_aux_2: 0.2058 (0.1962)  loss_bbox_aux_3: 0.2080 (0.1949)  loss_bbox_aux_4: 0.2076 (0.1950)  loss_bbox_aux_5: 0.2498 (0.2577)  loss_bbox_dn_0: 0.3557 (0.3653)  loss_bbox_dn_1: 0.2965 (0.2938)  loss_bbox_dn_2: 0.2802 (0.2755)  loss_bbox_dn_3: 0.2776 (0.2676)  loss_bbox_dn_4: 0.2746 (0.2647)  loss_bbox_dn_5: 0.2737 (0.2644)  loss_giou: 0.5573 (0.5594)  loss_giou_aux_0: 0.5960 (0.5895)  loss_giou_aux_1: 0.5567 (0.5690)  loss_giou_aux_2: 0.5494 (0.5631)  loss_giou_aux_3: 0.5502 (0.5604)  loss_giou_aux_4: 0.5568 (0.5597)  loss_giou_aux_5: 0.6888 (0.6711)  loss_giou_dn_0: 0.7260 (0.7148)  loss_giou_dn_1: 0.6199 (0.6093)  loss_giou_dn_2: 0.5896 (0.5845)  loss_giou_dn_3: 0.5822 (0.5764)  loss_giou_dn_4: 0.5803 (0.5739)  loss_giou_dn_5: 0.5808 (0.5739)  loss_vfl: 0.6760 (0.7665)  loss_vfl_aux_0: 0.8082 (0.9118)  loss_vfl_aux_1: 0.7584 (0.8596)  loss_vfl_aux_2: 0.6911 (0.8058)  loss_vfl_aux_3: 0.6898 (0.7794)  loss_vfl_aux_4: 0.6752 (0.7690)  loss_vfl_aux_5: 0.7914 (0.8877)  loss_vfl_dn_0: 0.4729 (0.4876)  loss_vfl_dn_1: 0.4373 (0.4430)  loss_vfl_dn_2: 0.4232 (0.4254)  loss_vfl_dn_3: 0.4164 (0.4178)  loss_vfl_dn_4: 0.4108 (0.4152)  loss_vfl_dn_5: 0.4118 (0.4150)  time: 0.4609  data: 0.0132  max mem: 5653
Epoch: [6]  [3300/7393]  eta: 0:32:28  lr: 0.000010  loss: 18.7901 (19.2702)  loss_bbox: 0.1799 (0.1949)  loss_bbox_aux_0: 0.1860 (0.2115)  loss_bbox_aux_1: 0.1854 (0.1996)  loss_bbox_aux_2: 0.1760 (0.1962)  loss_bbox_aux_3: 0.1810 (0.1949)  loss_bbox_aux_4: 0.1824 (0.1950)  loss_bbox_aux_5: 0.2392 (0.2576)  loss_bbox_dn_0: 0.3209 (0.3649)  loss_bbox_dn_1: 0.2535 (0.2935)  loss_bbox_dn_2: 0.2490 (0.2751)  loss_bbox_dn_3: 0.2345 (0.2673)  loss_bbox_dn_4: 0.2329 (0.2644)  loss_bbox_dn_5: 0.2325 (0.2641)  loss_giou: 0.5476 (0.5601)  loss_giou_aux_0: 0.5926 (0.5902)  loss_giou_aux_1: 0.5576 (0.5696)  loss_giou_aux_2: 0.5524 (0.5637)  loss_giou_aux_3: 0.5513 (0.5611)  loss_giou_aux_4: 0.5475 (0.5604)  loss_giou_aux_5: 0.6749 (0.6717)  loss_giou_dn_0: 0.6940 (0.7150)  loss_giou_dn_1: 0.5992 (0.6095)  loss_giou_dn_2: 0.5761 (0.5848)  loss_giou_dn_3: 0.5706 (0.5767)  loss_giou_dn_4: 0.5724 (0.5742)  loss_giou_dn_5: 0.5725 (0.5742)  loss_vfl: 0.7207 (0.7660)  loss_vfl_aux_0: 0.8823 (0.9113)  loss_vfl_aux_1: 0.8353 (0.8591)  loss_vfl_aux_2: 0.7716 (0.8054)  loss_vfl_aux_3: 0.7501 (0.7788)  loss_vfl_aux_4: 0.7311 (0.7685)  loss_vfl_aux_5: 0.8407 (0.8872)  loss_vfl_dn_0: 0.4886 (0.4876)  loss_vfl_dn_1: 0.4353 (0.4429)  loss_vfl_dn_2: 0.4181 (0.4253)  loss_vfl_dn_3: 0.4117 (0.4178)  loss_vfl_dn_4: 0.4053 (0.4152)  loss_vfl_dn_5: 0.4049 (0.4150)  time: 0.4565  data: 0.0131  max mem: 5653
Epoch: [6]  [3400/7393]  eta: 0:31:40  lr: 0.000010  loss: 19.8169 (19.2718)  loss_bbox: 0.1951 (0.1948)  loss_bbox_aux_0: 0.2155 (0.2115)  loss_bbox_aux_1: 0.2021 (0.1995)  loss_bbox_aux_2: 0.2024 (0.1961)  loss_bbox_aux_3: 0.1995 (0.1948)  loss_bbox_aux_4: 0.1967 (0.1949)  loss_bbox_aux_5: 0.2511 (0.2574)  loss_bbox_dn_0: 0.3351 (0.3648)  loss_bbox_dn_1: 0.2726 (0.2935)  loss_bbox_dn_2: 0.2611 (0.2751)  loss_bbox_dn_3: 0.2536 (0.2673)  loss_bbox_dn_4: 0.2494 (0.2644)  loss_bbox_dn_5: 0.2496 (0.2641)  loss_giou: 0.5309 (0.5604)  loss_giou_aux_0: 0.5552 (0.5905)  loss_giou_aux_1: 0.5294 (0.5699)  loss_giou_aux_2: 0.5429 (0.5640)  loss_giou_aux_3: 0.5366 (0.5614)  loss_giou_aux_4: 0.5308 (0.5606)  loss_giou_aux_5: 0.6430 (0.6719)  loss_giou_dn_0: 0.7031 (0.7151)  loss_giou_dn_1: 0.5888 (0.6097)  loss_giou_dn_2: 0.5701 (0.5850)  loss_giou_dn_3: 0.5542 (0.5769)  loss_giou_dn_4: 0.5531 (0.5744)  loss_giou_dn_5: 0.5528 (0.5744)  loss_vfl: 0.7655 (0.7660)  loss_vfl_aux_0: 0.8800 (0.9110)  loss_vfl_aux_1: 0.8472 (0.8590)  loss_vfl_aux_2: 0.7879 (0.8055)  loss_vfl_aux_3: 0.7790 (0.7789)  loss_vfl_aux_4: 0.7763 (0.7686)  loss_vfl_aux_5: 0.8627 (0.8870)  loss_vfl_dn_0: 0.4865 (0.4875)  loss_vfl_dn_1: 0.4458 (0.4429)  loss_vfl_dn_2: 0.4289 (0.4253)  loss_vfl_dn_3: 0.4202 (0.4177)  loss_vfl_dn_4: 0.4157 (0.4151)  loss_vfl_dn_5: 0.4134 (0.4149)  time: 0.4678  data: 0.0132  max mem: 5653
Epoch: [6]  [3500/7393]  eta: 0:30:51  lr: 0.000010  loss: 18.9628 (19.2663)  loss_bbox: 0.1932 (0.1948)  loss_bbox_aux_0: 0.2159 (0.2114)  loss_bbox_aux_1: 0.2002 (0.1994)  loss_bbox_aux_2: 0.1990 (0.1960)  loss_bbox_aux_3: 0.1903 (0.1947)  loss_bbox_aux_4: 0.1920 (0.1948)  loss_bbox_aux_5: 0.2693 (0.2575)  loss_bbox_dn_0: 0.3352 (0.3646)  loss_bbox_dn_1: 0.2724 (0.2934)  loss_bbox_dn_2: 0.2514 (0.2751)  loss_bbox_dn_3: 0.2417 (0.2673)  loss_bbox_dn_4: 0.2354 (0.2644)  loss_bbox_dn_5: 0.2353 (0.2641)  loss_giou: 0.5292 (0.5600)  loss_giou_aux_0: 0.5503 (0.5900)  loss_giou_aux_1: 0.5259 (0.5694)  loss_giou_aux_2: 0.5127 (0.5636)  loss_giou_aux_3: 0.5259 (0.5610)  loss_giou_aux_4: 0.5252 (0.5603)  loss_giou_aux_5: 0.6346 (0.6716)  loss_giou_dn_0: 0.6857 (0.7148)  loss_giou_dn_1: 0.5805 (0.6094)  loss_giou_dn_2: 0.5522 (0.5847)  loss_giou_dn_3: 0.5413 (0.5766)  loss_giou_dn_4: 0.5422 (0.5741)  loss_giou_dn_5: 0.5426 (0.5741)  loss_vfl: 0.7614 (0.7660)  loss_vfl_aux_0: 0.8922 (0.9111)  loss_vfl_aux_1: 0.8305 (0.8592)  loss_vfl_aux_2: 0.7806 (0.8055)  loss_vfl_aux_3: 0.7756 (0.7789)  loss_vfl_aux_4: 0.7548 (0.7686)  loss_vfl_aux_5: 0.8906 (0.8871)  loss_vfl_dn_0: 0.4806 (0.4875)  loss_vfl_dn_1: 0.4378 (0.4428)  loss_vfl_dn_2: 0.4145 (0.4252)  loss_vfl_dn_3: 0.4054 (0.4176)  loss_vfl_dn_4: 0.4062 (0.4150)  loss_vfl_dn_5: 0.4039 (0.4148)  time: 0.4613  data: 0.0133  max mem: 5653
Epoch: [6]  [3600/7393]  eta: 0:30:01  lr: 0.000010  loss: 19.0029 (19.2697)  loss_bbox: 0.1915 (0.1948)  loss_bbox_aux_0: 0.1925 (0.2113)  loss_bbox_aux_1: 0.1792 (0.1993)  loss_bbox_aux_2: 0.1882 (0.1960)  loss_bbox_aux_3: 0.1910 (0.1947)  loss_bbox_aux_4: 0.1909 (0.1948)  loss_bbox_aux_5: 0.2482 (0.2574)  loss_bbox_dn_0: 0.3474 (0.3648)  loss_bbox_dn_1: 0.2772 (0.2935)  loss_bbox_dn_2: 0.2596 (0.2751)  loss_bbox_dn_3: 0.2499 (0.2673)  loss_bbox_dn_4: 0.2470 (0.2644)  loss_bbox_dn_5: 0.2469 (0.2641)  loss_giou: 0.5097 (0.5602)  loss_giou_aux_0: 0.5267 (0.5901)  loss_giou_aux_1: 0.5013 (0.5695)  loss_giou_aux_2: 0.5174 (0.5637)  loss_giou_aux_3: 0.5003 (0.5611)  loss_giou_aux_4: 0.5072 (0.5604)  loss_giou_aux_5: 0.6038 (0.6716)  loss_giou_dn_0: 0.7145 (0.7150)  loss_giou_dn_1: 0.5989 (0.6096)  loss_giou_dn_2: 0.5662 (0.5849)  loss_giou_dn_3: 0.5568 (0.5768)  loss_giou_dn_4: 0.5541 (0.5743)  loss_giou_dn_5: 0.5539 (0.5743)  loss_vfl: 0.7515 (0.7661)  loss_vfl_aux_0: 0.9167 (0.9112)  loss_vfl_aux_1: 0.8677 (0.8594)  loss_vfl_aux_2: 0.8138 (0.8060)  loss_vfl_aux_3: 0.7741 (0.7792)  loss_vfl_aux_4: 0.7624 (0.7688)  loss_vfl_aux_5: 0.8868 (0.8872)  loss_vfl_dn_0: 0.4854 (0.4875)  loss_vfl_dn_1: 0.4449 (0.4429)  loss_vfl_dn_2: 0.4285 (0.4253)  loss_vfl_dn_3: 0.4186 (0.4177)  loss_vfl_dn_4: 0.4152 (0.4150)  loss_vfl_dn_5: 0.4143 (0.4148)  time: 0.4576  data: 0.0134  max mem: 5653
Epoch: [6]  [3700/7393]  eta: 0:29:12  lr: 0.000010  loss: 18.8555 (19.2734)  loss_bbox: 0.1708 (0.1948)  loss_bbox_aux_0: 0.1857 (0.2113)  loss_bbox_aux_1: 0.1808 (0.1993)  loss_bbox_aux_2: 0.1764 (0.1960)  loss_bbox_aux_3: 0.1739 (0.1947)  loss_bbox_aux_4: 0.1730 (0.1948)  loss_bbox_aux_5: 0.2336 (0.2575)  loss_bbox_dn_0: 0.3161 (0.3649)  loss_bbox_dn_1: 0.2460 (0.2937)  loss_bbox_dn_2: 0.2281 (0.2753)  loss_bbox_dn_3: 0.2215 (0.2675)  loss_bbox_dn_4: 0.2206 (0.2647)  loss_bbox_dn_5: 0.2203 (0.2643)  loss_giou: 0.5909 (0.5602)  loss_giou_aux_0: 0.6065 (0.5901)  loss_giou_aux_1: 0.5936 (0.5695)  loss_giou_aux_2: 0.5997 (0.5638)  loss_giou_aux_3: 0.5953 (0.5611)  loss_giou_aux_4: 0.5904 (0.5605)  loss_giou_aux_5: 0.7039 (0.6717)  loss_giou_dn_0: 0.7319 (0.7153)  loss_giou_dn_1: 0.6256 (0.6099)  loss_giou_dn_2: 0.5957 (0.5851)  loss_giou_dn_3: 0.5853 (0.5770)  loss_giou_dn_4: 0.5835 (0.5745)  loss_giou_dn_5: 0.5837 (0.5746)  loss_vfl: 0.7023 (0.7663)  loss_vfl_aux_0: 0.8661 (0.9111)  loss_vfl_aux_1: 0.7949 (0.8596)  loss_vfl_aux_2: 0.7305 (0.8058)  loss_vfl_aux_3: 0.7023 (0.7792)  loss_vfl_aux_4: 0.7083 (0.7689)  loss_vfl_aux_5: 0.8419 (0.8871)  loss_vfl_dn_0: 0.4765 (0.4875)  loss_vfl_dn_1: 0.4312 (0.4428)  loss_vfl_dn_2: 0.4137 (0.4252)  loss_vfl_dn_3: 0.4040 (0.4177)  loss_vfl_dn_4: 0.4008 (0.4150)  loss_vfl_dn_5: 0.3992 (0.4148)  time: 0.4540  data: 0.0134  max mem: 5653
Epoch: [6]  [3800/7393]  eta: 0:28:24  lr: 0.000010  loss: 19.7817 (19.2765)  loss_bbox: 0.1969 (0.1948)  loss_bbox_aux_0: 0.2047 (0.2113)  loss_bbox_aux_1: 0.2021 (0.1993)  loss_bbox_aux_2: 0.2088 (0.1961)  loss_bbox_aux_3: 0.2016 (0.1947)  loss_bbox_aux_4: 0.2008 (0.1949)  loss_bbox_aux_5: 0.2601 (0.2575)  loss_bbox_dn_0: 0.4319 (0.3650)  loss_bbox_dn_1: 0.3530 (0.2937)  loss_bbox_dn_2: 0.3262 (0.2753)  loss_bbox_dn_3: 0.3090 (0.2676)  loss_bbox_dn_4: 0.3016 (0.2647)  loss_bbox_dn_5: 0.3015 (0.2643)  loss_giou: 0.5594 (0.5602)  loss_giou_aux_0: 0.5592 (0.5900)  loss_giou_aux_1: 0.5526 (0.5695)  loss_giou_aux_2: 0.5588 (0.5637)  loss_giou_aux_3: 0.5611 (0.5611)  loss_giou_aux_4: 0.5659 (0.5604)  loss_giou_aux_5: 0.6479 (0.6717)  loss_giou_dn_0: 0.7158 (0.7154)  loss_giou_dn_1: 0.6247 (0.6100)  loss_giou_dn_2: 0.5942 (0.5852)  loss_giou_dn_3: 0.5866 (0.5771)  loss_giou_dn_4: 0.5857 (0.5746)  loss_giou_dn_5: 0.5854 (0.5746)  loss_vfl: 0.7721 (0.7667)  loss_vfl_aux_0: 0.9504 (0.9113)  loss_vfl_aux_1: 0.8813 (0.8599)  loss_vfl_aux_2: 0.8322 (0.8062)  loss_vfl_aux_3: 0.7967 (0.7795)  loss_vfl_aux_4: 0.7645 (0.7693)  loss_vfl_aux_5: 0.9207 (0.8872)  loss_vfl_dn_0: 0.4884 (0.4876)  loss_vfl_dn_1: 0.4494 (0.4429)  loss_vfl_dn_2: 0.4282 (0.4253)  loss_vfl_dn_3: 0.4182 (0.4177)  loss_vfl_dn_4: 0.4168 (0.4151)  loss_vfl_dn_5: 0.4175 (0.4149)  time: 0.4632  data: 0.0134  max mem: 5653
Epoch: [6]  [3900/7393]  eta: 0:27:36  lr: 0.000010  loss: 18.9256 (19.2737)  loss_bbox: 0.1810 (0.1948)  loss_bbox_aux_0: 0.1983 (0.2113)  loss_bbox_aux_1: 0.1906 (0.1994)  loss_bbox_aux_2: 0.2020 (0.1960)  loss_bbox_aux_3: 0.2004 (0.1947)  loss_bbox_aux_4: 0.1905 (0.1948)  loss_bbox_aux_5: 0.2336 (0.2574)  loss_bbox_dn_0: 0.3210 (0.3649)  loss_bbox_dn_1: 0.2741 (0.2937)  loss_bbox_dn_2: 0.2544 (0.2753)  loss_bbox_dn_3: 0.2470 (0.2675)  loss_bbox_dn_4: 0.2446 (0.2646)  loss_bbox_dn_5: 0.2445 (0.2643)  loss_giou: 0.5408 (0.5600)  loss_giou_aux_0: 0.5829 (0.5899)  loss_giou_aux_1: 0.5570 (0.5693)  loss_giou_aux_2: 0.5432 (0.5635)  loss_giou_aux_3: 0.5433 (0.5609)  loss_giou_aux_4: 0.5393 (0.5602)  loss_giou_aux_5: 0.6534 (0.6716)  loss_giou_dn_0: 0.6961 (0.7153)  loss_giou_dn_1: 0.5933 (0.6099)  loss_giou_dn_2: 0.5750 (0.5851)  loss_giou_dn_3: 0.5661 (0.5770)  loss_giou_dn_4: 0.5635 (0.5746)  loss_giou_dn_5: 0.5638 (0.5746)  loss_vfl: 0.7500 (0.7666)  loss_vfl_aux_0: 0.8915 (0.9111)  loss_vfl_aux_1: 0.8545 (0.8598)  loss_vfl_aux_2: 0.8202 (0.8063)  loss_vfl_aux_3: 0.7714 (0.7795)  loss_vfl_aux_4: 0.7653 (0.7693)  loss_vfl_aux_5: 0.8716 (0.8871)  loss_vfl_dn_0: 0.4886 (0.4875)  loss_vfl_dn_1: 0.4423 (0.4429)  loss_vfl_dn_2: 0.4238 (0.4253)  loss_vfl_dn_3: 0.4190 (0.4177)  loss_vfl_dn_4: 0.4163 (0.4151)  loss_vfl_dn_5: 0.4177 (0.4149)  time: 0.4575  data: 0.0135  max mem: 5653
Epoch: [6]  [4000/7393]  eta: 0:26:51  lr: 0.000010  loss: 19.7117 (19.2773)  loss_bbox: 0.2073 (0.1949)  loss_bbox_aux_0: 0.2126 (0.2114)  loss_bbox_aux_1: 0.2073 (0.1995)  loss_bbox_aux_2: 0.2032 (0.1962)  loss_bbox_aux_3: 0.1957 (0.1948)  loss_bbox_aux_4: 0.2077 (0.1949)  loss_bbox_aux_5: 0.2664 (0.2576)  loss_bbox_dn_0: 0.3665 (0.3653)  loss_bbox_dn_1: 0.2952 (0.2940)  loss_bbox_dn_2: 0.2707 (0.2756)  loss_bbox_dn_3: 0.2655 (0.2679)  loss_bbox_dn_4: 0.2636 (0.2650)  loss_bbox_dn_5: 0.2635 (0.2646)  loss_giou: 0.5609 (0.5598)  loss_giou_aux_0: 0.5809 (0.5897)  loss_giou_aux_1: 0.5649 (0.5692)  loss_giou_aux_2: 0.5649 (0.5633)  loss_giou_aux_3: 0.5570 (0.5607)  loss_giou_aux_4: 0.5574 (0.5600)  loss_giou_aux_5: 0.6621 (0.6714)  loss_giou_dn_0: 0.7052 (0.7152)  loss_giou_dn_1: 0.6030 (0.6099)  loss_giou_dn_2: 0.5800 (0.5851)  loss_giou_dn_3: 0.5698 (0.5770)  loss_giou_dn_4: 0.5683 (0.5745)  loss_giou_dn_5: 0.5679 (0.5745)  loss_vfl: 0.7918 (0.7669)  loss_vfl_aux_0: 0.8911 (0.9114)  loss_vfl_aux_1: 0.8812 (0.8599)  loss_vfl_aux_2: 0.8194 (0.8065)  loss_vfl_aux_3: 0.8147 (0.7798)  loss_vfl_aux_4: 0.7938 (0.7696)  loss_vfl_aux_5: 0.9312 (0.8875)  loss_vfl_dn_0: 0.4836 (0.4876)  loss_vfl_dn_1: 0.4421 (0.4429)  loss_vfl_dn_2: 0.4296 (0.4253)  loss_vfl_dn_3: 0.4204 (0.4177)  loss_vfl_dn_4: 0.4168 (0.4151)  loss_vfl_dn_5: 0.4153 (0.4149)  time: 0.4657  data: 0.0134  max mem: 5653
Epoch: [6]  [4100/7393]  eta: 0:26:07  lr: 0.000010  loss: 19.2825 (19.2773)  loss_bbox: 0.1873 (0.1948)  loss_bbox_aux_0: 0.1976 (0.2113)  loss_bbox_aux_1: 0.1872 (0.1993)  loss_bbox_aux_2: 0.1831 (0.1960)  loss_bbox_aux_3: 0.1833 (0.1947)  loss_bbox_aux_4: 0.1818 (0.1948)  loss_bbox_aux_5: 0.2393 (0.2575)  loss_bbox_dn_0: 0.3510 (0.3651)  loss_bbox_dn_1: 0.2835 (0.2939)  loss_bbox_dn_2: 0.2665 (0.2754)  loss_bbox_dn_3: 0.2633 (0.2677)  loss_bbox_dn_4: 0.2597 (0.2648)  loss_bbox_dn_5: 0.2593 (0.2644)  loss_giou: 0.5579 (0.5600)  loss_giou_aux_0: 0.5653 (0.5899)  loss_giou_aux_1: 0.5575 (0.5693)  loss_giou_aux_2: 0.5613 (0.5635)  loss_giou_aux_3: 0.5593 (0.5609)  loss_giou_aux_4: 0.5552 (0.5602)  loss_giou_aux_5: 0.6596 (0.6717)  loss_giou_dn_0: 0.7255 (0.7154)  loss_giou_dn_1: 0.6200 (0.6100)  loss_giou_dn_2: 0.5889 (0.5852)  loss_giou_dn_3: 0.5833 (0.5771)  loss_giou_dn_4: 0.5798 (0.5746)  loss_giou_dn_5: 0.5799 (0.5746)  loss_vfl: 0.7707 (0.7667)  loss_vfl_aux_0: 0.8893 (0.9112)  loss_vfl_aux_1: 0.8654 (0.8600)  loss_vfl_aux_2: 0.8010 (0.8065)  loss_vfl_aux_3: 0.7800 (0.7797)  loss_vfl_aux_4: 0.7756 (0.7695)  loss_vfl_aux_5: 0.8786 (0.8875)  loss_vfl_dn_0: 0.4877 (0.4876)  loss_vfl_dn_1: 0.4427 (0.4430)  loss_vfl_dn_2: 0.4262 (0.4253)  loss_vfl_dn_3: 0.4192 (0.4178)  loss_vfl_dn_4: 0.4174 (0.4151)  loss_vfl_dn_5: 0.4188 (0.4149)  time: 0.4778  data: 0.0141  max mem: 5653
Epoch: [6]  [4200/7393]  eta: 0:25:19  lr: 0.000010  loss: 18.7430 (19.2814)  loss_bbox: 0.1853 (0.1950)  loss_bbox_aux_0: 0.2074 (0.2114)  loss_bbox_aux_1: 0.1846 (0.1994)  loss_bbox_aux_2: 0.1864 (0.1961)  loss_bbox_aux_3: 0.1891 (0.1949)  loss_bbox_aux_4: 0.1855 (0.1950)  loss_bbox_aux_5: 0.2484 (0.2578)  loss_bbox_dn_0: 0.3659 (0.3655)  loss_bbox_dn_1: 0.2797 (0.2942)  loss_bbox_dn_2: 0.2568 (0.2757)  loss_bbox_dn_3: 0.2489 (0.2679)  loss_bbox_dn_4: 0.2453 (0.2650)  loss_bbox_dn_5: 0.2459 (0.2647)  loss_giou: 0.5198 (0.5601)  loss_giou_aux_0: 0.5452 (0.5900)  loss_giou_aux_1: 0.5145 (0.5694)  loss_giou_aux_2: 0.5227 (0.5635)  loss_giou_aux_3: 0.5220 (0.5610)  loss_giou_aux_4: 0.5219 (0.5603)  loss_giou_aux_5: 0.6333 (0.6717)  loss_giou_dn_0: 0.6955 (0.7155)  loss_giou_dn_1: 0.5850 (0.6101)  loss_giou_dn_2: 0.5601 (0.5853)  loss_giou_dn_3: 0.5483 (0.5772)  loss_giou_dn_4: 0.5478 (0.5747)  loss_giou_dn_5: 0.5484 (0.5747)  loss_vfl: 0.7365 (0.7669)  loss_vfl_aux_0: 0.8949 (0.9112)  loss_vfl_aux_1: 0.8705 (0.8602)  loss_vfl_aux_2: 0.7993 (0.8066)  loss_vfl_aux_3: 0.7551 (0.7798)  loss_vfl_aux_4: 0.7462 (0.7696)  loss_vfl_aux_5: 0.9140 (0.8875)  loss_vfl_dn_0: 0.4884 (0.4876)  loss_vfl_dn_1: 0.4453 (0.4430)  loss_vfl_dn_2: 0.4230 (0.4253)  loss_vfl_dn_3: 0.4188 (0.4177)  loss_vfl_dn_4: 0.4163 (0.4151)  loss_vfl_dn_5: 0.4161 (0.4149)  time: 0.4614  data: 0.0143  max mem: 5653
Epoch: [6]  [4300/7393]  eta: 0:24:34  lr: 0.000010  loss: 19.1222 (19.2795)  loss_bbox: 0.1861 (0.1949)  loss_bbox_aux_0: 0.1985 (0.2114)  loss_bbox_aux_1: 0.1897 (0.1994)  loss_bbox_aux_2: 0.1889 (0.1961)  loss_bbox_aux_3: 0.1872 (0.1948)  loss_bbox_aux_4: 0.1859 (0.1949)  loss_bbox_aux_5: 0.2376 (0.2578)  loss_bbox_dn_0: 0.2851 (0.3656)  loss_bbox_dn_1: 0.2379 (0.2942)  loss_bbox_dn_2: 0.2229 (0.2757)  loss_bbox_dn_3: 0.2128 (0.2679)  loss_bbox_dn_4: 0.2089 (0.2650)  loss_bbox_dn_5: 0.2083 (0.2647)  loss_giou: 0.6262 (0.5599)  loss_giou_aux_0: 0.6432 (0.5898)  loss_giou_aux_1: 0.6398 (0.5692)  loss_giou_aux_2: 0.6352 (0.5634)  loss_giou_aux_3: 0.6379 (0.5608)  loss_giou_aux_4: 0.6347 (0.5601)  loss_giou_aux_5: 0.6932 (0.6716)  loss_giou_dn_0: 0.7464 (0.7154)  loss_giou_dn_1: 0.6448 (0.6100)  loss_giou_dn_2: 0.6258 (0.5852)  loss_giou_dn_3: 0.6179 (0.5771)  loss_giou_dn_4: 0.6176 (0.5746)  loss_giou_dn_5: 0.6186 (0.5746)  loss_vfl: 0.7036 (0.7669)  loss_vfl_aux_0: 0.8288 (0.9113)  loss_vfl_aux_1: 0.8027 (0.8601)  loss_vfl_aux_2: 0.7435 (0.8065)  loss_vfl_aux_3: 0.7253 (0.7798)  loss_vfl_aux_4: 0.7121 (0.7697)  loss_vfl_aux_5: 0.7912 (0.8875)  loss_vfl_dn_0: 0.4699 (0.4876)  loss_vfl_dn_1: 0.4321 (0.4429)  loss_vfl_dn_2: 0.4183 (0.4253)  loss_vfl_dn_3: 0.4122 (0.4177)  loss_vfl_dn_4: 0.4088 (0.4151)  loss_vfl_dn_5: 0.4069 (0.4149)  time: 0.4557  data: 0.0144  max mem: 5653
Epoch: [6]  [4400/7393]  eta: 0:23:46  lr: 0.000010  loss: 18.8911 (19.2774)  loss_bbox: 0.1704 (0.1948)  loss_bbox_aux_0: 0.1877 (0.2112)  loss_bbox_aux_1: 0.1774 (0.1992)  loss_bbox_aux_2: 0.1728 (0.1960)  loss_bbox_aux_3: 0.1756 (0.1947)  loss_bbox_aux_4: 0.1685 (0.1948)  loss_bbox_aux_5: 0.2353 (0.2576)  loss_bbox_dn_0: 0.3060 (0.3653)  loss_bbox_dn_1: 0.2467 (0.2940)  loss_bbox_dn_2: 0.2328 (0.2755)  loss_bbox_dn_3: 0.2310 (0.2677)  loss_bbox_dn_4: 0.2294 (0.2648)  loss_bbox_dn_5: 0.2289 (0.2644)  loss_giou: 0.5363 (0.5599)  loss_giou_aux_0: 0.5753 (0.5897)  loss_giou_aux_1: 0.5526 (0.5692)  loss_giou_aux_2: 0.5408 (0.5633)  loss_giou_aux_3: 0.5349 (0.5608)  loss_giou_aux_4: 0.5377 (0.5600)  loss_giou_aux_5: 0.6695 (0.6716)  loss_giou_dn_0: 0.7099 (0.7153)  loss_giou_dn_1: 0.5861 (0.6100)  loss_giou_dn_2: 0.5596 (0.5852)  loss_giou_dn_3: 0.5516 (0.5771)  loss_giou_dn_4: 0.5477 (0.5746)  loss_giou_dn_5: 0.5485 (0.5746)  loss_vfl: 0.7144 (0.7670)  loss_vfl_aux_0: 0.8724 (0.9116)  loss_vfl_aux_1: 0.7940 (0.8604)  loss_vfl_aux_2: 0.7408 (0.8066)  loss_vfl_aux_3: 0.7357 (0.7799)  loss_vfl_aux_4: 0.7184 (0.7698)  loss_vfl_aux_5: 0.8522 (0.8875)  loss_vfl_dn_0: 0.4907 (0.4876)  loss_vfl_dn_1: 0.4372 (0.4429)  loss_vfl_dn_2: 0.4213 (0.4253)  loss_vfl_dn_3: 0.4164 (0.4177)  loss_vfl_dn_4: 0.4110 (0.4151)  loss_vfl_dn_5: 0.4115 (0.4149)  time: 0.4688  data: 0.0139  max mem: 5653
Epoch: [6]  [4500/7393]  eta: 0:22:58  lr: 0.000010  loss: 19.1753 (19.2784)  loss_bbox: 0.1966 (0.1946)  loss_bbox_aux_0: 0.2064 (0.2111)  loss_bbox_aux_1: 0.1935 (0.1992)  loss_bbox_aux_2: 0.1885 (0.1959)  loss_bbox_aux_3: 0.1939 (0.1946)  loss_bbox_aux_4: 0.1955 (0.1946)  loss_bbox_aux_5: 0.2496 (0.2575)  loss_bbox_dn_0: 0.3256 (0.3651)  loss_bbox_dn_1: 0.2595 (0.2938)  loss_bbox_dn_2: 0.2455 (0.2753)  loss_bbox_dn_3: 0.2401 (0.2675)  loss_bbox_dn_4: 0.2386 (0.2646)  loss_bbox_dn_5: 0.2382 (0.2643)  loss_giou: 0.5745 (0.5600)  loss_giou_aux_0: 0.6085 (0.5898)  loss_giou_aux_1: 0.5867 (0.5693)  loss_giou_aux_2: 0.5833 (0.5635)  loss_giou_aux_3: 0.5831 (0.5609)  loss_giou_aux_4: 0.5919 (0.5602)  loss_giou_aux_5: 0.6942 (0.6717)  loss_giou_dn_0: 0.7188 (0.7154)  loss_giou_dn_1: 0.6162 (0.6100)  loss_giou_dn_2: 0.6020 (0.5853)  loss_giou_dn_3: 0.5903 (0.5771)  loss_giou_dn_4: 0.5870 (0.5746)  loss_giou_dn_5: 0.5867 (0.5747)  loss_vfl: 0.7129 (0.7672)  loss_vfl_aux_0: 0.8375 (0.9119)  loss_vfl_aux_1: 0.8131 (0.8607)  loss_vfl_aux_2: 0.7548 (0.8068)  loss_vfl_aux_3: 0.7420 (0.7801)  loss_vfl_aux_4: 0.7268 (0.7700)  loss_vfl_aux_5: 0.8367 (0.8877)  loss_vfl_dn_0: 0.4786 (0.4877)  loss_vfl_dn_1: 0.4425 (0.4430)  loss_vfl_dn_2: 0.4288 (0.4253)  loss_vfl_dn_3: 0.4208 (0.4177)  loss_vfl_dn_4: 0.4184 (0.4151)  loss_vfl_dn_5: 0.4181 (0.4149)  time: 0.4719  data: 0.0142  max mem: 5653
Epoch: [6]  [4600/7393]  eta: 0:22:10  lr: 0.000010  loss: 19.3279 (19.2752)  loss_bbox: 0.1932 (0.1945)  loss_bbox_aux_0: 0.1988 (0.2109)  loss_bbox_aux_1: 0.1898 (0.1990)  loss_bbox_aux_2: 0.1796 (0.1958)  loss_bbox_aux_3: 0.1807 (0.1945)  loss_bbox_aux_4: 0.1885 (0.1945)  loss_bbox_aux_5: 0.2418 (0.2574)  loss_bbox_dn_0: 0.3846 (0.3650)  loss_bbox_dn_1: 0.3098 (0.2937)  loss_bbox_dn_2: 0.2805 (0.2752)  loss_bbox_dn_3: 0.2735 (0.2674)  loss_bbox_dn_4: 0.2725 (0.2645)  loss_bbox_dn_5: 0.2727 (0.2642)  loss_giou: 0.5345 (0.5599)  loss_giou_aux_0: 0.5550 (0.5896)  loss_giou_aux_1: 0.5277 (0.5691)  loss_giou_aux_2: 0.5281 (0.5634)  loss_giou_aux_3: 0.5258 (0.5608)  loss_giou_aux_4: 0.5343 (0.5601)  loss_giou_aux_5: 0.6200 (0.6714)  loss_giou_dn_0: 0.7144 (0.7153)  loss_giou_dn_1: 0.6105 (0.6099)  loss_giou_dn_2: 0.5786 (0.5851)  loss_giou_dn_3: 0.5717 (0.5770)  loss_giou_dn_4: 0.5684 (0.5745)  loss_giou_dn_5: 0.5684 (0.5745)  loss_vfl: 0.7620 (0.7672)  loss_vfl_aux_0: 0.9294 (0.9120)  loss_vfl_aux_1: 0.8381 (0.8607)  loss_vfl_aux_2: 0.7899 (0.8067)  loss_vfl_aux_3: 0.7576 (0.7800)  loss_vfl_aux_4: 0.7626 (0.7699)  loss_vfl_aux_5: 0.9439 (0.8878)  loss_vfl_dn_0: 0.4820 (0.4877)  loss_vfl_dn_1: 0.4441 (0.4429)  loss_vfl_dn_2: 0.4274 (0.4253)  loss_vfl_dn_3: 0.4140 (0.4177)  loss_vfl_dn_4: 0.4092 (0.4150)  loss_vfl_dn_5: 0.4106 (0.4149)  time: 0.4793  data: 0.0144  max mem: 5653
Epoch: [6]  [4700/7393]  eta: 0:21:22  lr: 0.000010  loss: 19.1585 (19.2663)  loss_bbox: 0.1725 (0.1944)  loss_bbox_aux_0: 0.1947 (0.2108)  loss_bbox_aux_1: 0.1769 (0.1989)  loss_bbox_aux_2: 0.1705 (0.1957)  loss_bbox_aux_3: 0.1739 (0.1943)  loss_bbox_aux_4: 0.1722 (0.1944)  loss_bbox_aux_5: 0.2368 (0.2572)  loss_bbox_dn_0: 0.3264 (0.3645)  loss_bbox_dn_1: 0.2559 (0.2932)  loss_bbox_dn_2: 0.2408 (0.2747)  loss_bbox_dn_3: 0.2362 (0.2669)  loss_bbox_dn_4: 0.2347 (0.2640)  loss_bbox_dn_5: 0.2335 (0.2637)  loss_giou: 0.5719 (0.5599)  loss_giou_aux_0: 0.5942 (0.5898)  loss_giou_aux_1: 0.5749 (0.5692)  loss_giou_aux_2: 0.5733 (0.5635)  loss_giou_aux_3: 0.5711 (0.5609)  loss_giou_aux_4: 0.5719 (0.5602)  loss_giou_aux_5: 0.6885 (0.6715)  loss_giou_dn_0: 0.7177 (0.7152)  loss_giou_dn_1: 0.6197 (0.6097)  loss_giou_dn_2: 0.5966 (0.5849)  loss_giou_dn_3: 0.5892 (0.5768)  loss_giou_dn_4: 0.5883 (0.5743)  loss_giou_dn_5: 0.5881 (0.5743)  loss_vfl: 0.7819 (0.7667)  loss_vfl_aux_0: 0.9035 (0.9113)  loss_vfl_aux_1: 0.8562 (0.8600)  loss_vfl_aux_2: 0.7815 (0.8061)  loss_vfl_aux_3: 0.7637 (0.7794)  loss_vfl_aux_4: 0.7753 (0.7694)  loss_vfl_aux_5: 0.8620 (0.8871)  loss_vfl_dn_0: 0.4868 (0.4876)  loss_vfl_dn_1: 0.4431 (0.4429)  loss_vfl_dn_2: 0.4286 (0.4252)  loss_vfl_dn_3: 0.4207 (0.4176)  loss_vfl_dn_4: 0.4166 (0.4150)  loss_vfl_dn_5: 0.4135 (0.4148)  time: 0.4544  data: 0.0139  max mem: 5653
Epoch: [6]  [4800/7393]  eta: 0:20:34  lr: 0.000010  loss: 18.8280 (19.2630)  loss_bbox: 0.1698 (0.1944)  loss_bbox_aux_0: 0.1927 (0.2108)  loss_bbox_aux_1: 0.1860 (0.1989)  loss_bbox_aux_2: 0.1715 (0.1957)  loss_bbox_aux_3: 0.1693 (0.1944)  loss_bbox_aux_4: 0.1698 (0.1944)  loss_bbox_aux_5: 0.2277 (0.2571)  loss_bbox_dn_0: 0.3233 (0.3644)  loss_bbox_dn_1: 0.2614 (0.2931)  loss_bbox_dn_2: 0.2510 (0.2747)  loss_bbox_dn_3: 0.2404 (0.2669)  loss_bbox_dn_4: 0.2365 (0.2640)  loss_bbox_dn_5: 0.2358 (0.2637)  loss_giou: 0.5702 (0.5599)  loss_giou_aux_0: 0.5947 (0.5897)  loss_giou_aux_1: 0.5850 (0.5691)  loss_giou_aux_2: 0.5733 (0.5635)  loss_giou_aux_3: 0.5682 (0.5608)  loss_giou_aux_4: 0.5702 (0.5601)  loss_giou_aux_5: 0.6750 (0.6713)  loss_giou_dn_0: 0.7176 (0.7151)  loss_giou_dn_1: 0.6119 (0.6097)  loss_giou_dn_2: 0.5795 (0.5849)  loss_giou_dn_3: 0.5691 (0.5768)  loss_giou_dn_4: 0.5665 (0.5743)  loss_giou_dn_5: 0.5663 (0.5743)  loss_vfl: 0.7418 (0.7665)  loss_vfl_aux_0: 0.8861 (0.9110)  loss_vfl_aux_1: 0.8273 (0.8598)  loss_vfl_aux_2: 0.7789 (0.8058)  loss_vfl_aux_3: 0.7458 (0.7792)  loss_vfl_aux_4: 0.7526 (0.7691)  loss_vfl_aux_5: 0.8964 (0.8871)  loss_vfl_dn_0: 0.4801 (0.4876)  loss_vfl_dn_1: 0.4340 (0.4428)  loss_vfl_dn_2: 0.4187 (0.4251)  loss_vfl_dn_3: 0.4096 (0.4175)  loss_vfl_dn_4: 0.4097 (0.4149)  loss_vfl_dn_5: 0.4102 (0.4147)  time: 0.4805  data: 0.0138  max mem: 5653
Epoch: [6]  [4900/7393]  eta: 0:19:46  lr: 0.000010  loss: 18.7669 (19.2591)  loss_bbox: 0.1756 (0.1943)  loss_bbox_aux_0: 0.1925 (0.2108)  loss_bbox_aux_1: 0.1939 (0.1989)  loss_bbox_aux_2: 0.1847 (0.1957)  loss_bbox_aux_3: 0.1805 (0.1943)  loss_bbox_aux_4: 0.1754 (0.1943)  loss_bbox_aux_5: 0.2491 (0.2571)  loss_bbox_dn_0: 0.3485 (0.3645)  loss_bbox_dn_1: 0.2680 (0.2932)  loss_bbox_dn_2: 0.2494 (0.2747)  loss_bbox_dn_3: 0.2372 (0.2669)  loss_bbox_dn_4: 0.2350 (0.2640)  loss_bbox_dn_5: 0.2349 (0.2637)  loss_giou: 0.5149 (0.5596)  loss_giou_aux_0: 0.5515 (0.5895)  loss_giou_aux_1: 0.5420 (0.5689)  loss_giou_aux_2: 0.5434 (0.5632)  loss_giou_aux_3: 0.5292 (0.5606)  loss_giou_aux_4: 0.5141 (0.5598)  loss_giou_aux_5: 0.6411 (0.6710)  loss_giou_dn_0: 0.6926 (0.7149)  loss_giou_dn_1: 0.5829 (0.6095)  loss_giou_dn_2: 0.5540 (0.5847)  loss_giou_dn_3: 0.5458 (0.5765)  loss_giou_dn_4: 0.5431 (0.5740)  loss_giou_dn_5: 0.5438 (0.5740)  loss_vfl: 0.7430 (0.7666)  loss_vfl_aux_0: 0.8715 (0.9109)  loss_vfl_aux_1: 0.8249 (0.8595)  loss_vfl_aux_2: 0.7784 (0.8057)  loss_vfl_aux_3: 0.7570 (0.7792)  loss_vfl_aux_4: 0.7485 (0.7692)  loss_vfl_aux_5: 0.8827 (0.8872)  loss_vfl_dn_0: 0.4830 (0.4876)  loss_vfl_dn_1: 0.4433 (0.4428)  loss_vfl_dn_2: 0.4250 (0.4250)  loss_vfl_dn_3: 0.4158 (0.4175)  loss_vfl_dn_4: 0.4132 (0.4148)  loss_vfl_dn_5: 0.4131 (0.4147)  time: 0.4696  data: 0.0142  max mem: 5653
Epoch: [6]  [5000/7393]  eta: 0:18:58  lr: 0.000010  loss: 19.5509 (19.2566)  loss_bbox: 0.2021 (0.1944)  loss_bbox_aux_0: 0.2069 (0.2108)  loss_bbox_aux_1: 0.2002 (0.1989)  loss_bbox_aux_2: 0.1991 (0.1957)  loss_bbox_aux_3: 0.2040 (0.1944)  loss_bbox_aux_4: 0.2015 (0.1944)  loss_bbox_aux_5: 0.2469 (0.2571)  loss_bbox_dn_0: 0.3594 (0.3645)  loss_bbox_dn_1: 0.3061 (0.2932)  loss_bbox_dn_2: 0.2948 (0.2747)  loss_bbox_dn_3: 0.2897 (0.2669)  loss_bbox_dn_4: 0.2840 (0.2640)  loss_bbox_dn_5: 0.2832 (0.2637)  loss_giou: 0.5330 (0.5592)  loss_giou_aux_0: 0.5825 (0.5891)  loss_giou_aux_1: 0.5458 (0.5685)  loss_giou_aux_2: 0.5322 (0.5628)  loss_giou_aux_3: 0.5343 (0.5601)  loss_giou_aux_4: 0.5348 (0.5594)  loss_giou_aux_5: 0.6685 (0.6706)  loss_giou_dn_0: 0.6959 (0.7147)  loss_giou_dn_1: 0.5942 (0.6092)  loss_giou_dn_2: 0.5819 (0.5844)  loss_giou_dn_3: 0.5726 (0.5763)  loss_giou_dn_4: 0.5712 (0.5738)  loss_giou_dn_5: 0.5711 (0.5738)  loss_vfl: 0.7930 (0.7668)  loss_vfl_aux_0: 0.9064 (0.9109)  loss_vfl_aux_1: 0.8848 (0.8597)  loss_vfl_aux_2: 0.8220 (0.8059)  loss_vfl_aux_3: 0.7997 (0.7794)  loss_vfl_aux_4: 0.7985 (0.7694)  loss_vfl_aux_5: 0.8942 (0.8873)  loss_vfl_dn_0: 0.4934 (0.4877)  loss_vfl_dn_1: 0.4427 (0.4428)  loss_vfl_dn_2: 0.4247 (0.4251)  loss_vfl_dn_3: 0.4178 (0.4175)  loss_vfl_dn_4: 0.4150 (0.4149)  loss_vfl_dn_5: 0.4145 (0.4147)  time: 0.4607  data: 0.0142  max mem: 5653
Epoch: [6]  [5100/7393]  eta: 0:18:10  lr: 0.000010  loss: 19.3551 (19.2582)  loss_bbox: 0.1785 (0.1944)  loss_bbox_aux_0: 0.1972 (0.2109)  loss_bbox_aux_1: 0.1886 (0.1990)  loss_bbox_aux_2: 0.1767 (0.1958)  loss_bbox_aux_3: 0.1772 (0.1944)  loss_bbox_aux_4: 0.1783 (0.1944)  loss_bbox_aux_5: 0.2504 (0.2571)  loss_bbox_dn_0: 0.3477 (0.3644)  loss_bbox_dn_1: 0.2701 (0.2931)  loss_bbox_dn_2: 0.2571 (0.2747)  loss_bbox_dn_3: 0.2543 (0.2669)  loss_bbox_dn_4: 0.2524 (0.2640)  loss_bbox_dn_5: 0.2518 (0.2637)  loss_giou: 0.5400 (0.5594)  loss_giou_aux_0: 0.5759 (0.5893)  loss_giou_aux_1: 0.5482 (0.5687)  loss_giou_aux_2: 0.5468 (0.5629)  loss_giou_aux_3: 0.5510 (0.5603)  loss_giou_aux_4: 0.5469 (0.5596)  loss_giou_aux_5: 0.6831 (0.6707)  loss_giou_dn_0: 0.7190 (0.7147)  loss_giou_dn_1: 0.6208 (0.6094)  loss_giou_dn_2: 0.5950 (0.5846)  loss_giou_dn_3: 0.5896 (0.5764)  loss_giou_dn_4: 0.5885 (0.5739)  loss_giou_dn_5: 0.5889 (0.5739)  loss_vfl: 0.7464 (0.7669)  loss_vfl_aux_0: 0.8717 (0.9105)  loss_vfl_aux_1: 0.8127 (0.8596)  loss_vfl_aux_2: 0.7818 (0.8060)  loss_vfl_aux_3: 0.7536 (0.7795)  loss_vfl_aux_4: 0.7382 (0.7695)  loss_vfl_aux_5: 0.8633 (0.8872)  loss_vfl_dn_0: 0.4809 (0.4876)  loss_vfl_dn_1: 0.4371 (0.4428)  loss_vfl_dn_2: 0.4228 (0.4250)  loss_vfl_dn_3: 0.4114 (0.4175)  loss_vfl_dn_4: 0.4091 (0.4149)  loss_vfl_dn_5: 0.4061 (0.4147)  time: 0.4788  data: 0.0143  max mem: 5653
Epoch: [6]  [5200/7393]  eta: 0:17:22  lr: 0.000010  loss: 19.4298 (19.2573)  loss_bbox: 0.1947 (0.1945)  loss_bbox_aux_0: 0.2167 (0.2111)  loss_bbox_aux_1: 0.2063 (0.1992)  loss_bbox_aux_2: 0.1989 (0.1959)  loss_bbox_aux_3: 0.1930 (0.1945)  loss_bbox_aux_4: 0.1938 (0.1945)  loss_bbox_aux_5: 0.2654 (0.2573)  loss_bbox_dn_0: 0.3685 (0.3647)  loss_bbox_dn_1: 0.2910 (0.2933)  loss_bbox_dn_2: 0.2714 (0.2749)  loss_bbox_dn_3: 0.2630 (0.2670)  loss_bbox_dn_4: 0.2550 (0.2641)  loss_bbox_dn_5: 0.2529 (0.2638)  loss_giou: 0.5161 (0.5588)  loss_giou_aux_0: 0.5476 (0.5889)  loss_giou_aux_1: 0.5181 (0.5682)  loss_giou_aux_2: 0.5125 (0.5625)  loss_giou_aux_3: 0.5139 (0.5598)  loss_giou_aux_4: 0.5163 (0.5591)  loss_giou_aux_5: 0.6258 (0.6704)  loss_giou_dn_0: 0.7028 (0.7145)  loss_giou_dn_1: 0.5929 (0.6091)  loss_giou_dn_2: 0.5613 (0.5842)  loss_giou_dn_3: 0.5492 (0.5761)  loss_giou_dn_4: 0.5445 (0.5736)  loss_giou_dn_5: 0.5447 (0.5736)  loss_vfl: 0.7861 (0.7673)  loss_vfl_aux_0: 0.9383 (0.9106)  loss_vfl_aux_1: 0.9301 (0.8600)  loss_vfl_aux_2: 0.8490 (0.8063)  loss_vfl_aux_3: 0.7898 (0.7799)  loss_vfl_aux_4: 0.7823 (0.7699)  loss_vfl_aux_5: 0.9151 (0.8873)  loss_vfl_dn_0: 0.4929 (0.4876)  loss_vfl_dn_1: 0.4389 (0.4428)  loss_vfl_dn_2: 0.4217 (0.4250)  loss_vfl_dn_3: 0.4123 (0.4175)  loss_vfl_dn_4: 0.4071 (0.4148)  loss_vfl_dn_5: 0.4048 (0.4147)  time: 0.4674  data: 0.0140  max mem: 5653
Epoch: [6]  [5300/7393]  eta: 0:16:34  lr: 0.000010  loss: 18.9464 (19.2564)  loss_bbox: 0.1985 (0.1945)  loss_bbox_aux_0: 0.2113 (0.2111)  loss_bbox_aux_1: 0.2039 (0.1992)  loss_bbox_aux_2: 0.1982 (0.1959)  loss_bbox_aux_3: 0.1891 (0.1945)  loss_bbox_aux_4: 0.1966 (0.1945)  loss_bbox_aux_5: 0.2570 (0.2573)  loss_bbox_dn_0: 0.3724 (0.3647)  loss_bbox_dn_1: 0.3071 (0.2933)  loss_bbox_dn_2: 0.2908 (0.2749)  loss_bbox_dn_3: 0.2837 (0.2670)  loss_bbox_dn_4: 0.2788 (0.2642)  loss_bbox_dn_5: 0.2788 (0.2638)  loss_giou: 0.5054 (0.5588)  loss_giou_aux_0: 0.5558 (0.5889)  loss_giou_aux_1: 0.5256 (0.5681)  loss_giou_aux_2: 0.5269 (0.5624)  loss_giou_aux_3: 0.5136 (0.5597)  loss_giou_aux_4: 0.5305 (0.5590)  loss_giou_aux_5: 0.6204 (0.6703)  loss_giou_dn_0: 0.6946 (0.7144)  loss_giou_dn_1: 0.5794 (0.6090)  loss_giou_dn_2: 0.5480 (0.5841)  loss_giou_dn_3: 0.5401 (0.5760)  loss_giou_dn_4: 0.5373 (0.5735)  loss_giou_dn_5: 0.5372 (0.5735)  loss_vfl: 0.7867 (0.7674)  loss_vfl_aux_0: 0.9152 (0.9107)  loss_vfl_aux_1: 0.8861 (0.8599)  loss_vfl_aux_2: 0.8299 (0.8063)  loss_vfl_aux_3: 0.7962 (0.7799)  loss_vfl_aux_4: 0.7879 (0.7700)  loss_vfl_aux_5: 0.8967 (0.8875)  loss_vfl_dn_0: 0.4909 (0.4876)  loss_vfl_dn_1: 0.4420 (0.4428)  loss_vfl_dn_2: 0.4232 (0.4250)  loss_vfl_dn_3: 0.4126 (0.4175)  loss_vfl_dn_4: 0.4104 (0.4148)  loss_vfl_dn_5: 0.4095 (0.4147)  time: 0.4654  data: 0.0141  max mem: 5653
Epoch: [6]  [5400/7393]  eta: 0:15:47  lr: 0.000010  loss: 18.5527 (19.2557)  loss_bbox: 0.1917 (0.1946)  loss_bbox_aux_0: 0.2036 (0.2112)  loss_bbox_aux_1: 0.1926 (0.1993)  loss_bbox_aux_2: 0.1938 (0.1960)  loss_bbox_aux_3: 0.1907 (0.1946)  loss_bbox_aux_4: 0.1917 (0.1946)  loss_bbox_aux_5: 0.2448 (0.2573)  loss_bbox_dn_0: 0.3243 (0.3647)  loss_bbox_dn_1: 0.2599 (0.2934)  loss_bbox_dn_2: 0.2503 (0.2749)  loss_bbox_dn_3: 0.2437 (0.2671)  loss_bbox_dn_4: 0.2406 (0.2642)  loss_bbox_dn_5: 0.2401 (0.2639)  loss_giou: 0.5371 (0.5588)  loss_giou_aux_0: 0.5759 (0.5888)  loss_giou_aux_1: 0.5430 (0.5681)  loss_giou_aux_2: 0.5383 (0.5623)  loss_giou_aux_3: 0.5317 (0.5597)  loss_giou_aux_4: 0.5317 (0.5590)  loss_giou_aux_5: 0.6459 (0.6702)  loss_giou_dn_0: 0.6880 (0.7142)  loss_giou_dn_1: 0.5763 (0.6089)  loss_giou_dn_2: 0.5450 (0.5840)  loss_giou_dn_3: 0.5403 (0.5758)  loss_giou_dn_4: 0.5369 (0.5733)  loss_giou_dn_5: 0.5368 (0.5734)  loss_vfl: 0.7576 (0.7673)  loss_vfl_aux_0: 0.8963 (0.9105)  loss_vfl_aux_1: 0.8667 (0.8599)  loss_vfl_aux_2: 0.7999 (0.8063)  loss_vfl_aux_3: 0.7730 (0.7799)  loss_vfl_aux_4: 0.7548 (0.7699)  loss_vfl_aux_5: 0.8787 (0.8874)  loss_vfl_dn_0: 0.4877 (0.4877)  loss_vfl_dn_1: 0.4395 (0.4428)  loss_vfl_dn_2: 0.4212 (0.4250)  loss_vfl_dn_3: 0.4141 (0.4175)  loss_vfl_dn_4: 0.4106 (0.4148)  loss_vfl_dn_5: 0.4105 (0.4147)  time: 0.4684  data: 0.0140  max mem: 5653
Epoch: [6]  [5500/7393]  eta: 0:14:59  lr: 0.000010  loss: 19.7998 (19.2566)  loss_bbox: 0.1814 (0.1946)  loss_bbox_aux_0: 0.2090 (0.2111)  loss_bbox_aux_1: 0.1939 (0.1992)  loss_bbox_aux_2: 0.1835 (0.1960)  loss_bbox_aux_3: 0.1783 (0.1946)  loss_bbox_aux_4: 0.1835 (0.1946)  loss_bbox_aux_5: 0.2430 (0.2572)  loss_bbox_dn_0: 0.3516 (0.3646)  loss_bbox_dn_1: 0.2767 (0.2933)  loss_bbox_dn_2: 0.2606 (0.2748)  loss_bbox_dn_3: 0.2530 (0.2670)  loss_bbox_dn_4: 0.2468 (0.2641)  loss_bbox_dn_5: 0.2459 (0.2638)  loss_giou: 0.5869 (0.5590)  loss_giou_aux_0: 0.6267 (0.5890)  loss_giou_aux_1: 0.6045 (0.5683)  loss_giou_aux_2: 0.6020 (0.5626)  loss_giou_aux_3: 0.5803 (0.5600)  loss_giou_aux_4: 0.5828 (0.5593)  loss_giou_aux_5: 0.7106 (0.6703)  loss_giou_dn_0: 0.7564 (0.7143)  loss_giou_dn_1: 0.6598 (0.6090)  loss_giou_dn_2: 0.6386 (0.5841)  loss_giou_dn_3: 0.6258 (0.5760)  loss_giou_dn_4: 0.6220 (0.5735)  loss_giou_dn_5: 0.6217 (0.5735)  loss_vfl: 0.7615 (0.7671)  loss_vfl_aux_0: 0.8862 (0.9103)  loss_vfl_aux_1: 0.8466 (0.8599)  loss_vfl_aux_2: 0.7584 (0.8062)  loss_vfl_aux_3: 0.7579 (0.7798)  loss_vfl_aux_4: 0.7547 (0.7698)  loss_vfl_aux_5: 0.8556 (0.8873)  loss_vfl_dn_0: 0.4896 (0.4876)  loss_vfl_dn_1: 0.4390 (0.4428)  loss_vfl_dn_2: 0.4188 (0.4250)  loss_vfl_dn_3: 0.4152 (0.4175)  loss_vfl_dn_4: 0.4145 (0.4149)  loss_vfl_dn_5: 0.4170 (0.4147)  time: 0.4576  data: 0.0139  max mem: 5653
Epoch: [6]  [5600/7393]  eta: 0:14:11  lr: 0.000010  loss: 18.7257 (19.2542)  loss_bbox: 0.1686 (0.1945)  loss_bbox_aux_0: 0.1926 (0.2110)  loss_bbox_aux_1: 0.1752 (0.1991)  loss_bbox_aux_2: 0.1686 (0.1958)  loss_bbox_aux_3: 0.1648 (0.1945)  loss_bbox_aux_4: 0.1675 (0.1945)  loss_bbox_aux_5: 0.2329 (0.2572)  loss_bbox_dn_0: 0.3271 (0.3643)  loss_bbox_dn_1: 0.2505 (0.2930)  loss_bbox_dn_2: 0.2313 (0.2745)  loss_bbox_dn_3: 0.2213 (0.2667)  loss_bbox_dn_4: 0.2187 (0.2638)  loss_bbox_dn_5: 0.2188 (0.2635)  loss_giou: 0.4947 (0.5590)  loss_giou_aux_0: 0.5240 (0.5890)  loss_giou_aux_1: 0.5104 (0.5683)  loss_giou_aux_2: 0.5030 (0.5625)  loss_giou_aux_3: 0.4988 (0.5599)  loss_giou_aux_4: 0.5014 (0.5592)  loss_giou_aux_5: 0.6131 (0.6703)  loss_giou_dn_0: 0.6679 (0.7143)  loss_giou_dn_1: 0.5474 (0.6089)  loss_giou_dn_2: 0.5288 (0.5840)  loss_giou_dn_3: 0.5227 (0.5759)  loss_giou_dn_4: 0.5223 (0.5734)  loss_giou_dn_5: 0.5221 (0.5734)  loss_vfl: 0.7539 (0.7673)  loss_vfl_aux_0: 0.8907 (0.9104)  loss_vfl_aux_1: 0.8713 (0.8600)  loss_vfl_aux_2: 0.7752 (0.8064)  loss_vfl_aux_3: 0.7596 (0.7800)  loss_vfl_aux_4: 0.7631 (0.7699)  loss_vfl_aux_5: 0.8686 (0.8872)  loss_vfl_dn_0: 0.4953 (0.4877)  loss_vfl_dn_1: 0.4467 (0.4428)  loss_vfl_dn_2: 0.4242 (0.4251)  loss_vfl_dn_3: 0.4131 (0.4175)  loss_vfl_dn_4: 0.4144 (0.4149)  loss_vfl_dn_5: 0.4120 (0.4147)  time: 0.4764  data: 0.0146  max mem: 5653
Epoch: [6]  [5700/7393]  eta: 0:13:25  lr: 0.000010  loss: 19.2327 (19.2573)  loss_bbox: 0.1893 (0.1946)  loss_bbox_aux_0: 0.2169 (0.2111)  loss_bbox_aux_1: 0.2027 (0.1992)  loss_bbox_aux_2: 0.1966 (0.1960)  loss_bbox_aux_3: 0.1895 (0.1945)  loss_bbox_aux_4: 0.1975 (0.1946)  loss_bbox_aux_5: 0.2541 (0.2573)  loss_bbox_dn_0: 0.3522 (0.3646)  loss_bbox_dn_1: 0.2806 (0.2933)  loss_bbox_dn_2: 0.2746 (0.2748)  loss_bbox_dn_3: 0.2714 (0.2670)  loss_bbox_dn_4: 0.2689 (0.2641)  loss_bbox_dn_5: 0.2686 (0.2638)  loss_giou: 0.5289 (0.5588)  loss_giou_aux_0: 0.5631 (0.5887)  loss_giou_aux_1: 0.5355 (0.5681)  loss_giou_aux_2: 0.5465 (0.5624)  loss_giou_aux_3: 0.5320 (0.5597)  loss_giou_aux_4: 0.5283 (0.5590)  loss_giou_aux_5: 0.6752 (0.6701)  loss_giou_dn_0: 0.6920 (0.7141)  loss_giou_dn_1: 0.6008 (0.6088)  loss_giou_dn_2: 0.5809 (0.5839)  loss_giou_dn_3: 0.5741 (0.5757)  loss_giou_dn_4: 0.5716 (0.5732)  loss_giou_dn_5: 0.5717 (0.5732)  loss_vfl: 0.8069 (0.7676)  loss_vfl_aux_0: 0.9267 (0.9110)  loss_vfl_aux_1: 0.8836 (0.8605)  loss_vfl_aux_2: 0.8291 (0.8067)  loss_vfl_aux_3: 0.8076 (0.7804)  loss_vfl_aux_4: 0.7973 (0.7703)  loss_vfl_aux_5: 0.8706 (0.8875)  loss_vfl_dn_0: 0.4922 (0.4877)  loss_vfl_dn_1: 0.4442 (0.4428)  loss_vfl_dn_2: 0.4279 (0.4251)  loss_vfl_dn_3: 0.4208 (0.4176)  loss_vfl_dn_4: 0.4171 (0.4150)  loss_vfl_dn_5: 0.4150 (0.4148)  time: 0.4705  data: 0.0141  max mem: 5653
Epoch: [6]  [5800/7393]  eta: 0:12:38  lr: 0.000010  loss: 18.9246 (19.2555)  loss_bbox: 0.1941 (0.1945)  loss_bbox_aux_0: 0.2038 (0.2109)  loss_bbox_aux_1: 0.1972 (0.1991)  loss_bbox_aux_2: 0.1950 (0.1959)  loss_bbox_aux_3: 0.1918 (0.1944)  loss_bbox_aux_4: 0.1944 (0.1945)  loss_bbox_aux_5: 0.2514 (0.2572)  loss_bbox_dn_0: 0.3682 (0.3646)  loss_bbox_dn_1: 0.2902 (0.2934)  loss_bbox_dn_2: 0.2679 (0.2749)  loss_bbox_dn_3: 0.2585 (0.2670)  loss_bbox_dn_4: 0.2566 (0.2642)  loss_bbox_dn_5: 0.2563 (0.2638)  loss_giou: 0.5390 (0.5585)  loss_giou_aux_0: 0.5880 (0.5884)  loss_giou_aux_1: 0.5582 (0.5678)  loss_giou_aux_2: 0.5600 (0.5621)  loss_giou_aux_3: 0.5555 (0.5594)  loss_giou_aux_4: 0.5560 (0.5587)  loss_giou_aux_5: 0.6801 (0.6698)  loss_giou_dn_0: 0.7382 (0.7140)  loss_giou_dn_1: 0.6352 (0.6087)  loss_giou_dn_2: 0.6037 (0.5838)  loss_giou_dn_3: 0.5952 (0.5756)  loss_giou_dn_4: 0.5910 (0.5731)  loss_giou_dn_5: 0.5910 (0.5731)  loss_vfl: 0.7338 (0.7678)  loss_vfl_aux_0: 0.9076 (0.9111)  loss_vfl_aux_1: 0.8617 (0.8607)  loss_vfl_aux_2: 0.8228 (0.8069)  loss_vfl_aux_3: 0.7612 (0.7806)  loss_vfl_aux_4: 0.7369 (0.7705)  loss_vfl_aux_5: 0.8666 (0.8876)  loss_vfl_dn_0: 0.4824 (0.4877)  loss_vfl_dn_1: 0.4400 (0.4428)  loss_vfl_dn_2: 0.4182 (0.4251)  loss_vfl_dn_3: 0.4121 (0.4176)  loss_vfl_dn_4: 0.4095 (0.4149)  loss_vfl_dn_5: 0.4105 (0.4147)  time: 0.4761  data: 0.0138  max mem: 5653
Epoch: [6]  [5900/7393]  eta: 0:11:50  lr: 0.000010  loss: 18.8986 (19.2529)  loss_bbox: 0.1725 (0.1944)  loss_bbox_aux_0: 0.1849 (0.2109)  loss_bbox_aux_1: 0.1841 (0.1990)  loss_bbox_aux_2: 0.1780 (0.1958)  loss_bbox_aux_3: 0.1754 (0.1943)  loss_bbox_aux_4: 0.1742 (0.1944)  loss_bbox_aux_5: 0.2427 (0.2572)  loss_bbox_dn_0: 0.3056 (0.3644)  loss_bbox_dn_1: 0.2470 (0.2933)  loss_bbox_dn_2: 0.2241 (0.2748)  loss_bbox_dn_3: 0.2181 (0.2669)  loss_bbox_dn_4: 0.2166 (0.2640)  loss_bbox_dn_5: 0.2169 (0.2637)  loss_giou: 0.5466 (0.5584)  loss_giou_aux_0: 0.5937 (0.5883)  loss_giou_aux_1: 0.5620 (0.5676)  loss_giou_aux_2: 0.5522 (0.5619)  loss_giou_aux_3: 0.5544 (0.5592)  loss_giou_aux_4: 0.5524 (0.5586)  loss_giou_aux_5: 0.6606 (0.6697)  loss_giou_dn_0: 0.7019 (0.7139)  loss_giou_dn_1: 0.5908 (0.6086)  loss_giou_dn_2: 0.5690 (0.5837)  loss_giou_dn_3: 0.5637 (0.5755)  loss_giou_dn_4: 0.5607 (0.5730)  loss_giou_dn_5: 0.5609 (0.5731)  loss_vfl: 0.7290 (0.7679)  loss_vfl_aux_0: 0.8660 (0.9111)  loss_vfl_aux_1: 0.8208 (0.8608)  loss_vfl_aux_2: 0.7768 (0.8070)  loss_vfl_aux_3: 0.7312 (0.7808)  loss_vfl_aux_4: 0.7257 (0.7705)  loss_vfl_aux_5: 0.8487 (0.8876)  loss_vfl_dn_0: 0.4779 (0.4877)  loss_vfl_dn_1: 0.4379 (0.4428)  loss_vfl_dn_2: 0.4188 (0.4251)  loss_vfl_dn_3: 0.4130 (0.4175)  loss_vfl_dn_4: 0.4081 (0.4149)  loss_vfl_dn_5: 0.4085 (0.4147)  time: 0.4797  data: 0.0137  max mem: 5653
Epoch: [6]  [6000/7393]  eta: 0:11:02  lr: 0.000010  loss: 18.2025 (19.2482)  loss_bbox: 0.1685 (0.1943)  loss_bbox_aux_0: 0.1733 (0.2107)  loss_bbox_aux_1: 0.1719 (0.1989)  loss_bbox_aux_2: 0.1751 (0.1956)  loss_bbox_aux_3: 0.1686 (0.1942)  loss_bbox_aux_4: 0.1693 (0.1943)  loss_bbox_aux_5: 0.2313 (0.2570)  loss_bbox_dn_0: 0.3454 (0.3641)  loss_bbox_dn_1: 0.3013 (0.2930)  loss_bbox_dn_2: 0.2660 (0.2745)  loss_bbox_dn_3: 0.2588 (0.2667)  loss_bbox_dn_4: 0.2573 (0.2638)  loss_bbox_dn_5: 0.2574 (0.2635)  loss_giou: 0.5233 (0.5583)  loss_giou_aux_0: 0.5286 (0.5882)  loss_giou_aux_1: 0.5284 (0.5676)  loss_giou_aux_2: 0.5087 (0.5619)  loss_giou_aux_3: 0.5191 (0.5591)  loss_giou_aux_4: 0.5178 (0.5585)  loss_giou_aux_5: 0.6511 (0.6698)  loss_giou_dn_0: 0.6935 (0.7139)  loss_giou_dn_1: 0.5805 (0.6085)  loss_giou_dn_2: 0.5485 (0.5836)  loss_giou_dn_3: 0.5370 (0.5755)  loss_giou_dn_4: 0.5338 (0.5730)  loss_giou_dn_5: 0.5339 (0.5730)  loss_vfl: 0.7668 (0.7677)  loss_vfl_aux_0: 0.9261 (0.9110)  loss_vfl_aux_1: 0.8576 (0.8606)  loss_vfl_aux_2: 0.8224 (0.8069)  loss_vfl_aux_3: 0.7800 (0.7807)  loss_vfl_aux_4: 0.7616 (0.7704)  loss_vfl_aux_5: 0.8606 (0.8872)  loss_vfl_dn_0: 0.4875 (0.4876)  loss_vfl_dn_1: 0.4422 (0.4427)  loss_vfl_dn_2: 0.4242 (0.4250)  loss_vfl_dn_3: 0.4144 (0.4175)  loss_vfl_dn_4: 0.4110 (0.4148)  loss_vfl_dn_5: 0.4111 (0.4146)  time: 0.4644  data: 0.0142  max mem: 5653
Epoch: [6]  [6100/7393]  eta: 0:10:14  lr: 0.000010  loss: 19.3989 (19.2480)  loss_bbox: 0.1981 (0.1944)  loss_bbox_aux_0: 0.2125 (0.2107)  loss_bbox_aux_1: 0.2059 (0.1989)  loss_bbox_aux_2: 0.1987 (0.1957)  loss_bbox_aux_3: 0.1985 (0.1942)  loss_bbox_aux_4: 0.1990 (0.1943)  loss_bbox_aux_5: 0.2585 (0.2570)  loss_bbox_dn_0: 0.3445 (0.3641)  loss_bbox_dn_1: 0.2913 (0.2929)  loss_bbox_dn_2: 0.2741 (0.2744)  loss_bbox_dn_3: 0.2698 (0.2666)  loss_bbox_dn_4: 0.2691 (0.2637)  loss_bbox_dn_5: 0.2687 (0.2634)  loss_giou: 0.5699 (0.5583)  loss_giou_aux_0: 0.5839 (0.5882)  loss_giou_aux_1: 0.5667 (0.5676)  loss_giou_aux_2: 0.5667 (0.5619)  loss_giou_aux_3: 0.5747 (0.5592)  loss_giou_aux_4: 0.5740 (0.5585)  loss_giou_aux_5: 0.6651 (0.6697)  loss_giou_dn_0: 0.7160 (0.7138)  loss_giou_dn_1: 0.6080 (0.6084)  loss_giou_dn_2: 0.5861 (0.5836)  loss_giou_dn_3: 0.5787 (0.5754)  loss_giou_dn_4: 0.5746 (0.5729)  loss_giou_dn_5: 0.5746 (0.5729)  loss_vfl: 0.7570 (0.7678)  loss_vfl_aux_0: 0.9057 (0.9111)  loss_vfl_aux_1: 0.8482 (0.8607)  loss_vfl_aux_2: 0.8207 (0.8070)  loss_vfl_aux_3: 0.7812 (0.7808)  loss_vfl_aux_4: 0.7790 (0.7705)  loss_vfl_aux_5: 0.8803 (0.8871)  loss_vfl_dn_0: 0.4863 (0.4876)  loss_vfl_dn_1: 0.4433 (0.4427)  loss_vfl_dn_2: 0.4273 (0.4250)  loss_vfl_dn_3: 0.4235 (0.4175)  loss_vfl_dn_4: 0.4194 (0.4148)  loss_vfl_dn_5: 0.4191 (0.4146)  time: 0.4666  data: 0.0138  max mem: 5653
Epoch: [6]  [6200/7393]  eta: 0:09:27  lr: 0.000010  loss: 19.1467 (19.2431)  loss_bbox: 0.1846 (0.1943)  loss_bbox_aux_0: 0.1852 (0.2106)  loss_bbox_aux_1: 0.1897 (0.1989)  loss_bbox_aux_2: 0.1912 (0.1956)  loss_bbox_aux_3: 0.1878 (0.1941)  loss_bbox_aux_4: 0.1777 (0.1942)  loss_bbox_aux_5: 0.2352 (0.2570)  loss_bbox_dn_0: 0.3354 (0.3642)  loss_bbox_dn_1: 0.2629 (0.2930)  loss_bbox_dn_2: 0.2432 (0.2744)  loss_bbox_dn_3: 0.2383 (0.2666)  loss_bbox_dn_4: 0.2344 (0.2637)  loss_bbox_dn_5: 0.2334 (0.2634)  loss_giou: 0.5522 (0.5579)  loss_giou_aux_0: 0.5877 (0.5877)  loss_giou_aux_1: 0.5567 (0.5671)  loss_giou_aux_2: 0.5515 (0.5614)  loss_giou_aux_3: 0.5445 (0.5587)  loss_giou_aux_4: 0.5538 (0.5581)  loss_giou_aux_5: 0.6504 (0.6693)  loss_giou_dn_0: 0.7181 (0.7134)  loss_giou_dn_1: 0.6161 (0.6081)  loss_giou_dn_2: 0.5935 (0.5832)  loss_giou_dn_3: 0.5799 (0.5750)  loss_giou_dn_4: 0.5759 (0.5725)  loss_giou_dn_5: 0.5765 (0.5725)  loss_vfl: 0.7427 (0.7680)  loss_vfl_aux_0: 0.8645 (0.9113)  loss_vfl_aux_1: 0.8460 (0.8608)  loss_vfl_aux_2: 0.7822 (0.8072)  loss_vfl_aux_3: 0.7748 (0.7810)  loss_vfl_aux_4: 0.7506 (0.7707)  loss_vfl_aux_5: 0.8596 (0.8873)  loss_vfl_dn_0: 0.4853 (0.4877)  loss_vfl_dn_1: 0.4459 (0.4427)  loss_vfl_dn_2: 0.4307 (0.4250)  loss_vfl_dn_3: 0.4217 (0.4174)  loss_vfl_dn_4: 0.4199 (0.4148)  loss_vfl_dn_5: 0.4205 (0.4146)  time: 0.4686  data: 0.0138  max mem: 5653
Epoch: [6]  [6300/7393]  eta: 0:08:39  lr: 0.000010  loss: 19.3226 (19.2416)  loss_bbox: 0.1837 (0.1943)  loss_bbox_aux_0: 0.1990 (0.2105)  loss_bbox_aux_1: 0.1909 (0.1988)  loss_bbox_aux_2: 0.1865 (0.1955)  loss_bbox_aux_3: 0.1822 (0.1941)  loss_bbox_aux_4: 0.1814 (0.1942)  loss_bbox_aux_5: 0.2411 (0.2570)  loss_bbox_dn_0: 0.3687 (0.3642)  loss_bbox_dn_1: 0.2922 (0.2930)  loss_bbox_dn_2: 0.2684 (0.2744)  loss_bbox_dn_3: 0.2584 (0.2666)  loss_bbox_dn_4: 0.2571 (0.2637)  loss_bbox_dn_5: 0.2571 (0.2633)  loss_giou: 0.5305 (0.5578)  loss_giou_aux_0: 0.5709 (0.5876)  loss_giou_aux_1: 0.5469 (0.5670)  loss_giou_aux_2: 0.5337 (0.5613)  loss_giou_aux_3: 0.5380 (0.5586)  loss_giou_aux_4: 0.5324 (0.5580)  loss_giou_aux_5: 0.6471 (0.6692)  loss_giou_dn_0: 0.7103 (0.7134)  loss_giou_dn_1: 0.6134 (0.6081)  loss_giou_dn_2: 0.5876 (0.5832)  loss_giou_dn_3: 0.5754 (0.5750)  loss_giou_dn_4: 0.5732 (0.5725)  loss_giou_dn_5: 0.5732 (0.5725)  loss_vfl: 0.7665 (0.7680)  loss_vfl_aux_0: 0.9108 (0.9112)  loss_vfl_aux_1: 0.8552 (0.8608)  loss_vfl_aux_2: 0.8073 (0.8072)  loss_vfl_aux_3: 0.7763 (0.7810)  loss_vfl_aux_4: 0.7726 (0.7707)  loss_vfl_aux_5: 0.8981 (0.8872)  loss_vfl_dn_0: 0.4847 (0.4876)  loss_vfl_dn_1: 0.4481 (0.4426)  loss_vfl_dn_2: 0.4303 (0.4249)  loss_vfl_dn_3: 0.4246 (0.4174)  loss_vfl_dn_4: 0.4197 (0.4147)  loss_vfl_dn_5: 0.4186 (0.4146)  time: 0.4746  data: 0.0141  max mem: 5653
Epoch: [6]  [6400/7393]  eta: 0:07:52  lr: 0.000010  loss: 18.6917 (19.2397)  loss_bbox: 0.1981 (0.1942)  loss_bbox_aux_0: 0.1994 (0.2104)  loss_bbox_aux_1: 0.1850 (0.1988)  loss_bbox_aux_2: 0.1797 (0.1955)  loss_bbox_aux_3: 0.1926 (0.1940)  loss_bbox_aux_4: 0.1935 (0.1942)  loss_bbox_aux_5: 0.2440 (0.2569)  loss_bbox_dn_0: 0.3414 (0.3640)  loss_bbox_dn_1: 0.2969 (0.2928)  loss_bbox_dn_2: 0.2714 (0.2743)  loss_bbox_dn_3: 0.2488 (0.2664)  loss_bbox_dn_4: 0.2484 (0.2635)  loss_bbox_dn_5: 0.2475 (0.2632)  loss_giou: 0.5221 (0.5579)  loss_giou_aux_0: 0.5622 (0.5876)  loss_giou_aux_1: 0.5488 (0.5671)  loss_giou_aux_2: 0.5382 (0.5614)  loss_giou_aux_3: 0.5184 (0.5586)  loss_giou_aux_4: 0.5238 (0.5580)  loss_giou_aux_5: 0.6229 (0.6693)  loss_giou_dn_0: 0.6944 (0.7133)  loss_giou_dn_1: 0.6017 (0.6080)  loss_giou_dn_2: 0.5830 (0.5832)  loss_giou_dn_3: 0.5741 (0.5750)  loss_giou_dn_4: 0.5722 (0.5725)  loss_giou_dn_5: 0.5727 (0.5725)  loss_vfl: 0.7607 (0.7679)  loss_vfl_aux_0: 0.9267 (0.9110)  loss_vfl_aux_1: 0.8506 (0.8606)  loss_vfl_aux_2: 0.7795 (0.8070)  loss_vfl_aux_3: 0.7632 (0.7810)  loss_vfl_aux_4: 0.7539 (0.7706)  loss_vfl_aux_5: 0.8678 (0.8870)  loss_vfl_dn_0: 0.4909 (0.4876)  loss_vfl_dn_1: 0.4432 (0.4426)  loss_vfl_dn_2: 0.4184 (0.4249)  loss_vfl_dn_3: 0.4124 (0.4174)  loss_vfl_dn_4: 0.4084 (0.4147)  loss_vfl_dn_5: 0.4097 (0.4145)  time: 0.4655  data: 0.0139  max mem: 5653
Epoch: [6]  [6500/7393]  eta: 0:07:04  lr: 0.000010  loss: 19.2322 (19.2389)  loss_bbox: 0.1965 (0.1943)  loss_bbox_aux_0: 0.2066 (0.2105)  loss_bbox_aux_1: 0.2044 (0.1988)  loss_bbox_aux_2: 0.1901 (0.1955)  loss_bbox_aux_3: 0.1867 (0.1941)  loss_bbox_aux_4: 0.1928 (0.1942)  loss_bbox_aux_5: 0.2645 (0.2570)  loss_bbox_dn_0: 0.3465 (0.3641)  loss_bbox_dn_1: 0.2922 (0.2928)  loss_bbox_dn_2: 0.2800 (0.2743)  loss_bbox_dn_3: 0.2714 (0.2664)  loss_bbox_dn_4: 0.2639 (0.2635)  loss_bbox_dn_5: 0.2624 (0.2632)  loss_giou: 0.4945 (0.5578)  loss_giou_aux_0: 0.5289 (0.5876)  loss_giou_aux_1: 0.4915 (0.5670)  loss_giou_aux_2: 0.4926 (0.5613)  loss_giou_aux_3: 0.4926 (0.5586)  loss_giou_aux_4: 0.4814 (0.5580)  loss_giou_aux_5: 0.6194 (0.6693)  loss_giou_dn_0: 0.6692 (0.7133)  loss_giou_dn_1: 0.5688 (0.6080)  loss_giou_dn_2: 0.5405 (0.5831)  loss_giou_dn_3: 0.5295 (0.5749)  loss_giou_dn_4: 0.5260 (0.5724)  loss_giou_dn_5: 0.5258 (0.5724)  loss_vfl: 0.7713 (0.7679)  loss_vfl_aux_0: 0.9343 (0.9110)  loss_vfl_aux_1: 0.8749 (0.8606)  loss_vfl_aux_2: 0.8224 (0.8070)  loss_vfl_aux_3: 0.7890 (0.7809)  loss_vfl_aux_4: 0.7789 (0.7706)  loss_vfl_aux_5: 0.9005 (0.8869)  loss_vfl_dn_0: 0.4969 (0.4876)  loss_vfl_dn_1: 0.4475 (0.4426)  loss_vfl_dn_2: 0.4311 (0.4249)  loss_vfl_dn_3: 0.4234 (0.4174)  loss_vfl_dn_4: 0.4199 (0.4147)  loss_vfl_dn_5: 0.4163 (0.4145)  time: 0.4656  data: 0.0139  max mem: 5653
Epoch: [6]  [6600/7393]  eta: 0:06:17  lr: 0.000010  loss: 19.0410 (19.2380)  loss_bbox: 0.1787 (0.1942)  loss_bbox_aux_0: 0.1968 (0.2104)  loss_bbox_aux_1: 0.1853 (0.1988)  loss_bbox_aux_2: 0.1837 (0.1955)  loss_bbox_aux_3: 0.1790 (0.1940)  loss_bbox_aux_4: 0.1779 (0.1941)  loss_bbox_aux_5: 0.2429 (0.2570)  loss_bbox_dn_0: 0.3445 (0.3642)  loss_bbox_dn_1: 0.2707 (0.2930)  loss_bbox_dn_2: 0.2508 (0.2744)  loss_bbox_dn_3: 0.2444 (0.2665)  loss_bbox_dn_4: 0.2420 (0.2637)  loss_bbox_dn_5: 0.2427 (0.2633)  loss_giou: 0.5389 (0.5576)  loss_giou_aux_0: 0.6053 (0.5874)  loss_giou_aux_1: 0.5735 (0.5669)  loss_giou_aux_2: 0.5538 (0.5612)  loss_giou_aux_3: 0.5387 (0.5584)  loss_giou_aux_4: 0.5386 (0.5578)  loss_giou_aux_5: 0.6765 (0.6690)  loss_giou_dn_0: 0.7117 (0.7131)  loss_giou_dn_1: 0.6114 (0.6079)  loss_giou_dn_2: 0.5775 (0.5830)  loss_giou_dn_3: 0.5661 (0.5748)  loss_giou_dn_4: 0.5604 (0.5722)  loss_giou_dn_5: 0.5603 (0.5723)  loss_vfl: 0.7358 (0.7680)  loss_vfl_aux_0: 0.8794 (0.9111)  loss_vfl_aux_1: 0.8156 (0.8606)  loss_vfl_aux_2: 0.7659 (0.8070)  loss_vfl_aux_3: 0.7498 (0.7810)  loss_vfl_aux_4: 0.7374 (0.7707)  loss_vfl_aux_5: 0.8609 (0.8870)  loss_vfl_dn_0: 0.4775 (0.4876)  loss_vfl_dn_1: 0.4347 (0.4426)  loss_vfl_dn_2: 0.4155 (0.4249)  loss_vfl_dn_3: 0.4094 (0.4173)  loss_vfl_dn_4: 0.4040 (0.4147)  loss_vfl_dn_5: 0.4045 (0.4145)  time: 0.4665  data: 0.0136  max mem: 5653
Epoch: [6]  [6700/7393]  eta: 0:05:29  lr: 0.000010  loss: 19.0596 (19.2344)  loss_bbox: 0.1832 (0.1941)  loss_bbox_aux_0: 0.1963 (0.2102)  loss_bbox_aux_1: 0.1877 (0.1987)  loss_bbox_aux_2: 0.1803 (0.1953)  loss_bbox_aux_3: 0.1830 (0.1939)  loss_bbox_aux_4: 0.1833 (0.1940)  loss_bbox_aux_5: 0.2590 (0.2568)  loss_bbox_dn_0: 0.3780 (0.3640)  loss_bbox_dn_1: 0.2928 (0.2928)  loss_bbox_dn_2: 0.2703 (0.2742)  loss_bbox_dn_3: 0.2648 (0.2663)  loss_bbox_dn_4: 0.2664 (0.2634)  loss_bbox_dn_5: 0.2662 (0.2631)  loss_giou: 0.4825 (0.5575)  loss_giou_aux_0: 0.5070 (0.5872)  loss_giou_aux_1: 0.4726 (0.5668)  loss_giou_aux_2: 0.4622 (0.5610)  loss_giou_aux_3: 0.4820 (0.5583)  loss_giou_aux_4: 0.4834 (0.5577)  loss_giou_aux_5: 0.6002 (0.6689)  loss_giou_dn_0: 0.6849 (0.7129)  loss_giou_dn_1: 0.5847 (0.6077)  loss_giou_dn_2: 0.5673 (0.5828)  loss_giou_dn_3: 0.5579 (0.5746)  loss_giou_dn_4: 0.5550 (0.5721)  loss_giou_dn_5: 0.5552 (0.5721)  loss_vfl: 0.8154 (0.7682)  loss_vfl_aux_0: 0.9297 (0.9113)  loss_vfl_aux_1: 0.8996 (0.8607)  loss_vfl_aux_2: 0.8539 (0.8072)  loss_vfl_aux_3: 0.8275 (0.7812)  loss_vfl_aux_4: 0.8228 (0.7708)  loss_vfl_aux_5: 0.8953 (0.8871)  loss_vfl_dn_0: 0.4919 (0.4876)  loss_vfl_dn_1: 0.4425 (0.4426)  loss_vfl_dn_2: 0.4234 (0.4249)  loss_vfl_dn_3: 0.4135 (0.4173)  loss_vfl_dn_4: 0.4134 (0.4147)  loss_vfl_dn_5: 0.4134 (0.4145)  time: 0.4587  data: 0.0144  max mem: 5653
Epoch: [6]  [6800/7393]  eta: 0:04:42  lr: 0.000010  loss: 18.8059 (19.2339)  loss_bbox: 0.1810 (0.1940)  loss_bbox_aux_0: 0.1876 (0.2101)  loss_bbox_aux_1: 0.1763 (0.1986)  loss_bbox_aux_2: 0.1702 (0.1952)  loss_bbox_aux_3: 0.1671 (0.1938)  loss_bbox_aux_4: 0.1670 (0.1939)  loss_bbox_aux_5: 0.2269 (0.2567)  loss_bbox_dn_0: 0.2996 (0.3637)  loss_bbox_dn_1: 0.2290 (0.2925)  loss_bbox_dn_2: 0.2100 (0.2740)  loss_bbox_dn_3: 0.2042 (0.2661)  loss_bbox_dn_4: 0.2008 (0.2632)  loss_bbox_dn_5: 0.2006 (0.2629)  loss_giou: 0.6189 (0.5577)  loss_giou_aux_0: 0.6389 (0.5874)  loss_giou_aux_1: 0.6240 (0.5670)  loss_giou_aux_2: 0.6044 (0.5612)  loss_giou_aux_3: 0.6121 (0.5585)  loss_giou_aux_4: 0.6146 (0.5579)  loss_giou_aux_5: 0.7195 (0.6691)  loss_giou_dn_0: 0.7263 (0.7130)  loss_giou_dn_1: 0.6198 (0.6078)  loss_giou_dn_2: 0.5970 (0.5829)  loss_giou_dn_3: 0.5919 (0.5747)  loss_giou_dn_4: 0.5916 (0.5722)  loss_giou_dn_5: 0.5917 (0.5722)  loss_vfl: 0.7238 (0.7682)  loss_vfl_aux_0: 0.8701 (0.9112)  loss_vfl_aux_1: 0.8102 (0.8606)  loss_vfl_aux_2: 0.7683 (0.8071)  loss_vfl_aux_3: 0.7383 (0.7811)  loss_vfl_aux_4: 0.7168 (0.7708)  loss_vfl_aux_5: 0.8239 (0.8870)  loss_vfl_dn_0: 0.4783 (0.4876)  loss_vfl_dn_1: 0.4312 (0.4425)  loss_vfl_dn_2: 0.4146 (0.4248)  loss_vfl_dn_3: 0.4068 (0.4173)  loss_vfl_dn_4: 0.4044 (0.4147)  loss_vfl_dn_5: 0.4043 (0.4145)  time: 0.4724  data: 0.0140  max mem: 5653
Epoch: [6]  [6900/7393]  eta: 0:03:54  lr: 0.000010  loss: 18.9869 (19.2340)  loss_bbox: 0.1927 (0.1940)  loss_bbox_aux_0: 0.2031 (0.2101)  loss_bbox_aux_1: 0.1905 (0.1986)  loss_bbox_aux_2: 0.1928 (0.1952)  loss_bbox_aux_3: 0.1868 (0.1938)  loss_bbox_aux_4: 0.1885 (0.1939)  loss_bbox_aux_5: 0.2356 (0.2567)  loss_bbox_dn_0: 0.3252 (0.3637)  loss_bbox_dn_1: 0.2718 (0.2925)  loss_bbox_dn_2: 0.2595 (0.2740)  loss_bbox_dn_3: 0.2544 (0.2661)  loss_bbox_dn_4: 0.2536 (0.2632)  loss_bbox_dn_5: 0.2538 (0.2629)  loss_giou: 0.5353 (0.5576)  loss_giou_aux_0: 0.5619 (0.5873)  loss_giou_aux_1: 0.5428 (0.5669)  loss_giou_aux_2: 0.5491 (0.5611)  loss_giou_aux_3: 0.5432 (0.5584)  loss_giou_aux_4: 0.5335 (0.5578)  loss_giou_aux_5: 0.6670 (0.6690)  loss_giou_dn_0: 0.7122 (0.7130)  loss_giou_dn_1: 0.6015 (0.6078)  loss_giou_dn_2: 0.5796 (0.5829)  loss_giou_dn_3: 0.5685 (0.5747)  loss_giou_dn_4: 0.5663 (0.5722)  loss_giou_dn_5: 0.5664 (0.5722)  loss_vfl: 0.7698 (0.7683)  loss_vfl_aux_0: 0.8886 (0.9113)  loss_vfl_aux_1: 0.8804 (0.8607)  loss_vfl_aux_2: 0.8153 (0.8073)  loss_vfl_aux_3: 0.7727 (0.7813)  loss_vfl_aux_4: 0.7712 (0.7710)  loss_vfl_aux_5: 0.8752 (0.8871)  loss_vfl_dn_0: 0.4921 (0.4877)  loss_vfl_dn_1: 0.4480 (0.4425)  loss_vfl_dn_2: 0.4270 (0.4248)  loss_vfl_dn_3: 0.4179 (0.4173)  loss_vfl_dn_4: 0.4151 (0.4147)  loss_vfl_dn_5: 0.4148 (0.4145)  time: 0.4690  data: 0.0143  max mem: 5653
Epoch: [6]  [7000/7393]  eta: 0:03:07  lr: 0.000010  loss: 18.9227 (19.2317)  loss_bbox: 0.1845 (0.1939)  loss_bbox_aux_0: 0.1925 (0.2100)  loss_bbox_aux_1: 0.1789 (0.1985)  loss_bbox_aux_2: 0.1780 (0.1951)  loss_bbox_aux_3: 0.1809 (0.1937)  loss_bbox_aux_4: 0.1787 (0.1939)  loss_bbox_aux_5: 0.2286 (0.2566)  loss_bbox_dn_0: 0.3152 (0.3636)  loss_bbox_dn_1: 0.2554 (0.2925)  loss_bbox_dn_2: 0.2386 (0.2740)  loss_bbox_dn_3: 0.2335 (0.2661)  loss_bbox_dn_4: 0.2315 (0.2632)  loss_bbox_dn_5: 0.2311 (0.2629)  loss_giou: 0.5546 (0.5575)  loss_giou_aux_0: 0.5751 (0.5871)  loss_giou_aux_1: 0.5652 (0.5668)  loss_giou_aux_2: 0.5623 (0.5610)  loss_giou_aux_3: 0.5501 (0.5583)  loss_giou_aux_4: 0.5539 (0.5577)  loss_giou_aux_5: 0.6572 (0.6689)  loss_giou_dn_0: 0.7240 (0.7129)  loss_giou_dn_1: 0.6202 (0.6077)  loss_giou_dn_2: 0.6022 (0.5828)  loss_giou_dn_3: 0.5974 (0.5746)  loss_giou_dn_4: 0.5963 (0.5721)  loss_giou_dn_5: 0.5964 (0.5721)  loss_vfl: 0.7606 (0.7684)  loss_vfl_aux_0: 0.8846 (0.9112)  loss_vfl_aux_1: 0.8248 (0.8607)  loss_vfl_aux_2: 0.7757 (0.8073)  loss_vfl_aux_3: 0.7640 (0.7813)  loss_vfl_aux_4: 0.7528 (0.7710)  loss_vfl_aux_5: 0.8652 (0.8869)  loss_vfl_dn_0: 0.4821 (0.4876)  loss_vfl_dn_1: 0.4419 (0.4425)  loss_vfl_dn_2: 0.4219 (0.4248)  loss_vfl_dn_3: 0.4140 (0.4173)  loss_vfl_dn_4: 0.4114 (0.4146)  loss_vfl_dn_5: 0.4105 (0.4144)  time: 0.4602  data: 0.0141  max mem: 5653
Epoch: [6]  [7100/7393]  eta: 0:02:19  lr: 0.000010  loss: 18.6825 (19.2280)  loss_bbox: 0.1834 (0.1939)  loss_bbox_aux_0: 0.2155 (0.2100)  loss_bbox_aux_1: 0.2065 (0.1985)  loss_bbox_aux_2: 0.1953 (0.1951)  loss_bbox_aux_3: 0.1999 (0.1937)  loss_bbox_aux_4: 0.1827 (0.1938)  loss_bbox_aux_5: 0.2424 (0.2566)  loss_bbox_dn_0: 0.3410 (0.3637)  loss_bbox_dn_1: 0.2808 (0.2925)  loss_bbox_dn_2: 0.2621 (0.2740)  loss_bbox_dn_3: 0.2467 (0.2661)  loss_bbox_dn_4: 0.2431 (0.2632)  loss_bbox_dn_5: 0.2440 (0.2628)  loss_giou: 0.5244 (0.5573)  loss_giou_aux_0: 0.5824 (0.5870)  loss_giou_aux_1: 0.5624 (0.5666)  loss_giou_aux_2: 0.5450 (0.5608)  loss_giou_aux_3: 0.5332 (0.5581)  loss_giou_aux_4: 0.5346 (0.5575)  loss_giou_aux_5: 0.6665 (0.6688)  loss_giou_dn_0: 0.7277 (0.7127)  loss_giou_dn_1: 0.6190 (0.6074)  loss_giou_dn_2: 0.5858 (0.5826)  loss_giou_dn_3: 0.5747 (0.5744)  loss_giou_dn_4: 0.5673 (0.5719)  loss_giou_dn_5: 0.5672 (0.5719)  loss_vfl: 0.7036 (0.7684)  loss_vfl_aux_0: 0.9216 (0.9112)  loss_vfl_aux_1: 0.8150 (0.8606)  loss_vfl_aux_2: 0.7372 (0.8073)  loss_vfl_aux_3: 0.7479 (0.7813)  loss_vfl_aux_4: 0.6952 (0.7710)  loss_vfl_aux_5: 0.8726 (0.8869)  loss_vfl_dn_0: 0.4812 (0.4876)  loss_vfl_dn_1: 0.4353 (0.4424)  loss_vfl_dn_2: 0.4195 (0.4247)  loss_vfl_dn_3: 0.4101 (0.4172)  loss_vfl_dn_4: 0.4072 (0.4145)  loss_vfl_dn_5: 0.4045 (0.4143)  time: 0.4786  data: 0.0151  max mem: 5653
Epoch: [6]  [7200/7393]  eta: 0:01:31  lr: 0.000010  loss: 18.6310 (19.2221)  loss_bbox: 0.1689 (0.1938)  loss_bbox_aux_0: 0.1777 (0.2099)  loss_bbox_aux_1: 0.1701 (0.1984)  loss_bbox_aux_2: 0.1702 (0.1950)  loss_bbox_aux_3: 0.1682 (0.1936)  loss_bbox_aux_4: 0.1669 (0.1937)  loss_bbox_aux_5: 0.2314 (0.2565)  loss_bbox_dn_0: 0.3185 (0.3635)  loss_bbox_dn_1: 0.2413 (0.2923)  loss_bbox_dn_2: 0.2263 (0.2738)  loss_bbox_dn_3: 0.2183 (0.2659)  loss_bbox_dn_4: 0.2151 (0.2630)  loss_bbox_dn_5: 0.2149 (0.2627)  loss_giou: 0.5528 (0.5570)  loss_giou_aux_0: 0.5632 (0.5867)  loss_giou_aux_1: 0.5484 (0.5663)  loss_giou_aux_2: 0.5541 (0.5605)  loss_giou_aux_3: 0.5553 (0.5578)  loss_giou_aux_4: 0.5564 (0.5572)  loss_giou_aux_5: 0.6347 (0.6685)  loss_giou_dn_0: 0.7011 (0.7124)  loss_giou_dn_1: 0.6114 (0.6072)  loss_giou_dn_2: 0.5855 (0.5823)  loss_giou_dn_3: 0.5760 (0.5741)  loss_giou_dn_4: 0.5746 (0.5716)  loss_giou_dn_5: 0.5746 (0.5716)  loss_vfl: 0.7463 (0.7683)  loss_vfl_aux_0: 0.8973 (0.9112)  loss_vfl_aux_1: 0.8472 (0.8605)  loss_vfl_aux_2: 0.8027 (0.8072)  loss_vfl_aux_3: 0.7645 (0.7812)  loss_vfl_aux_4: 0.7617 (0.7709)  loss_vfl_aux_5: 0.8925 (0.8869)  loss_vfl_dn_0: 0.4858 (0.4876)  loss_vfl_dn_1: 0.4363 (0.4424)  loss_vfl_dn_2: 0.4198 (0.4246)  loss_vfl_dn_3: 0.4096 (0.4171)  loss_vfl_dn_4: 0.4045 (0.4144)  loss_vfl_dn_5: 0.4046 (0.4142)  time: 0.4749  data: 0.0139  max mem: 5653
Epoch: [6]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 18.8901 (19.2214)  loss_bbox: 0.1733 (0.1937)  loss_bbox_aux_0: 0.1896 (0.2098)  loss_bbox_aux_1: 0.1890 (0.1984)  loss_bbox_aux_2: 0.1797 (0.1949)  loss_bbox_aux_3: 0.1791 (0.1935)  loss_bbox_aux_4: 0.1767 (0.1937)  loss_bbox_aux_5: 0.2229 (0.2564)  loss_bbox_dn_0: 0.3313 (0.3631)  loss_bbox_dn_1: 0.2702 (0.2921)  loss_bbox_dn_2: 0.2557 (0.2735)  loss_bbox_dn_3: 0.2488 (0.2656)  loss_bbox_dn_4: 0.2438 (0.2627)  loss_bbox_dn_5: 0.2431 (0.2624)  loss_giou: 0.5696 (0.5573)  loss_giou_aux_0: 0.5862 (0.5870)  loss_giou_aux_1: 0.5836 (0.5667)  loss_giou_aux_2: 0.5775 (0.5609)  loss_giou_aux_3: 0.5715 (0.5581)  loss_giou_aux_4: 0.5700 (0.5575)  loss_giou_aux_5: 0.6852 (0.6689)  loss_giou_dn_0: 0.7165 (0.7125)  loss_giou_dn_1: 0.6189 (0.6073)  loss_giou_dn_2: 0.5932 (0.5824)  loss_giou_dn_3: 0.5894 (0.5742)  loss_giou_dn_4: 0.5893 (0.5717)  loss_giou_dn_5: 0.5900 (0.5717)  loss_vfl: 0.7498 (0.7682)  loss_vfl_aux_0: 0.8894 (0.9109)  loss_vfl_aux_1: 0.8601 (0.8602)  loss_vfl_aux_2: 0.7802 (0.8070)  loss_vfl_aux_3: 0.7403 (0.7811)  loss_vfl_aux_4: 0.7457 (0.7708)  loss_vfl_aux_5: 0.8568 (0.8867)  loss_vfl_dn_0: 0.4882 (0.4875)  loss_vfl_dn_1: 0.4400 (0.4423)  loss_vfl_dn_2: 0.4186 (0.4246)  loss_vfl_dn_3: 0.4135 (0.4171)  loss_vfl_dn_4: 0.4149 (0.4144)  loss_vfl_dn_5: 0.4124 (0.4142)  time: 0.4581  data: 0.0138  max mem: 5653
Epoch: [6]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 19.5300 (19.2201)  loss_bbox: 0.1942 (0.1936)  loss_bbox_aux_0: 0.2151 (0.2097)  loss_bbox_aux_1: 0.1966 (0.1983)  loss_bbox_aux_2: 0.2054 (0.1949)  loss_bbox_aux_3: 0.1992 (0.1935)  loss_bbox_aux_4: 0.1945 (0.1936)  loss_bbox_aux_5: 0.2457 (0.2563)  loss_bbox_dn_0: 0.3739 (0.3630)  loss_bbox_dn_1: 0.2975 (0.2920)  loss_bbox_dn_2: 0.2844 (0.2735)  loss_bbox_dn_3: 0.2802 (0.2656)  loss_bbox_dn_4: 0.2742 (0.2627)  loss_bbox_dn_5: 0.2738 (0.2624)  loss_giou: 0.5334 (0.5573)  loss_giou_aux_0: 0.5643 (0.5869)  loss_giou_aux_1: 0.5446 (0.5666)  loss_giou_aux_2: 0.5388 (0.5608)  loss_giou_aux_3: 0.5375 (0.5581)  loss_giou_aux_4: 0.5288 (0.5575)  loss_giou_aux_5: 0.6507 (0.6688)  loss_giou_dn_0: 0.6777 (0.7124)  loss_giou_dn_1: 0.5812 (0.6073)  loss_giou_dn_2: 0.5572 (0.5824)  loss_giou_dn_3: 0.5506 (0.5742)  loss_giou_dn_4: 0.5498 (0.5717)  loss_giou_dn_5: 0.5505 (0.5717)  loss_vfl: 0.8133 (0.7683)  loss_vfl_aux_0: 0.9619 (0.9111)  loss_vfl_aux_1: 0.9058 (0.8603)  loss_vfl_aux_2: 0.8425 (0.8071)  loss_vfl_aux_3: 0.8211 (0.7812)  loss_vfl_aux_4: 0.8149 (0.7709)  loss_vfl_aux_5: 0.9319 (0.8868)  loss_vfl_dn_0: 0.4854 (0.4875)  loss_vfl_dn_1: 0.4397 (0.4423)  loss_vfl_dn_2: 0.4179 (0.4245)  loss_vfl_dn_3: 0.4099 (0.4170)  loss_vfl_dn_4: 0.4099 (0.4144)  loss_vfl_dn_5: 0.4085 (0.4142)  time: 0.4552  data: 0.0139  max mem: 5653
Epoch: [6] Total time: 0:58:42 (0.4765 s / it)
Averaged stats: lr: 0.000010  loss: 19.5300 (19.2201)  loss_bbox: 0.1942 (0.1936)  loss_bbox_aux_0: 0.2151 (0.2097)  loss_bbox_aux_1: 0.1966 (0.1983)  loss_bbox_aux_2: 0.2054 (0.1949)  loss_bbox_aux_3: 0.1992 (0.1935)  loss_bbox_aux_4: 0.1945 (0.1936)  loss_bbox_aux_5: 0.2457 (0.2563)  loss_bbox_dn_0: 0.3739 (0.3630)  loss_bbox_dn_1: 0.2975 (0.2920)  loss_bbox_dn_2: 0.2844 (0.2735)  loss_bbox_dn_3: 0.2802 (0.2656)  loss_bbox_dn_4: 0.2742 (0.2627)  loss_bbox_dn_5: 0.2738 (0.2624)  loss_giou: 0.5334 (0.5573)  loss_giou_aux_0: 0.5643 (0.5869)  loss_giou_aux_1: 0.5446 (0.5666)  loss_giou_aux_2: 0.5388 (0.5608)  loss_giou_aux_3: 0.5375 (0.5581)  loss_giou_aux_4: 0.5288 (0.5575)  loss_giou_aux_5: 0.6507 (0.6688)  loss_giou_dn_0: 0.6777 (0.7124)  loss_giou_dn_1: 0.5812 (0.6073)  loss_giou_dn_2: 0.5572 (0.5824)  loss_giou_dn_3: 0.5506 (0.5742)  loss_giou_dn_4: 0.5498 (0.5717)  loss_giou_dn_5: 0.5505 (0.5717)  loss_vfl: 0.8133 (0.7683)  loss_vfl_aux_0: 0.9619 (0.9111)  loss_vfl_aux_1: 0.9058 (0.8603)  loss_vfl_aux_2: 0.8425 (0.8071)  loss_vfl_aux_3: 0.8211 (0.7812)  loss_vfl_aux_4: 0.8149 (0.7709)  loss_vfl_aux_5: 0.9319 (0.8868)  loss_vfl_dn_0: 0.4854 (0.4875)  loss_vfl_dn_1: 0.4397 (0.4423)  loss_vfl_dn_2: 0.4179 (0.4245)  loss_vfl_dn_3: 0.4099 (0.4170)  loss_vfl_dn_4: 0.4099 (0.4144)  loss_vfl_dn_5: 0.4085 (0.4142)
Test:  [  0/157]  eta: 0:03:56    time: 1.5084  data: 1.0983  max mem: 5653
Test:  [ 10/157]  eta: 0:01:11    time: 0.4886  data: 0.1231  max mem: 5653
Test:  [ 20/157]  eta: 0:00:59    time: 0.3814  data: 0.0256  max mem: 5653
Test:  [ 30/157]  eta: 0:01:17    time: 0.6802  data: 0.0251  max mem: 5653
Test:  [ 40/157]  eta: 0:01:05    time: 0.6826  data: 0.0250  max mem: 5653
Test:  [ 50/157]  eta: 0:00:55    time: 0.3840  data: 0.0253  max mem: 5653
Test:  [ 60/157]  eta: 0:00:48    time: 0.3875  data: 0.0255  max mem: 5653
Test:  [ 70/157]  eta: 0:00:41    time: 0.3783  data: 0.0259  max mem: 5653
Test:  [ 80/157]  eta: 0:00:36    time: 0.3785  data: 0.0260  max mem: 5653
Test:  [ 90/157]  eta: 0:00:30    time: 0.3856  data: 0.0252  max mem: 5653
Test:  [100/157]  eta: 0:00:25    time: 0.3773  data: 0.0255  max mem: 5653
Test:  [110/157]  eta: 0:00:20    time: 0.3807  data: 0.0264  max mem: 5653
Test:  [120/157]  eta: 0:00:16    time: 0.3813  data: 0.0263  max mem: 5653
Test:  [130/157]  eta: 0:00:11    time: 0.3789  data: 0.0253  max mem: 5653
Test:  [140/157]  eta: 0:00:07    time: 0.6320  data: 0.0251  max mem: 5653
Test:  [150/157]  eta: 0:00:03    time: 0.6175  data: 0.0256  max mem: 5653
Test:  [156/157]  eta: 0:00:00    time: 0.3518  data: 0.0249  max mem: 5653
Test: Total time: 0:01:11 (0.4576 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=29.86s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.461
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.634
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.499
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.277
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.508
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.642
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.361
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.603
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.678
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.478
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.729
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.871
best_stat:  {'epoch': 6, 'coco_eval_bbox': 0.4612811541490496}
Epoch: [7]  [   0/7393]  eta: 7:03:32  lr: 0.000010  loss: 18.8598 (18.8598)  loss_bbox: 0.1730 (0.1730)  loss_bbox_aux_0: 0.1604 (0.1604)  loss_bbox_aux_1: 0.1539 (0.1539)  loss_bbox_aux_2: 0.1685 (0.1685)  loss_bbox_aux_3: 0.1659 (0.1659)  loss_bbox_aux_4: 0.1752 (0.1752)  loss_bbox_aux_5: 0.1945 (0.1945)  loss_bbox_dn_0: 0.2420 (0.2420)  loss_bbox_dn_1: 0.1950 (0.1950)  loss_bbox_dn_2: 0.1850 (0.1850)  loss_bbox_dn_3: 0.1853 (0.1853)  loss_bbox_dn_4: 0.1811 (0.1811)  loss_bbox_dn_5: 0.1805 (0.1805)  loss_giou: 0.7300 (0.7300)  loss_giou_aux_0: 0.7384 (0.7384)  loss_giou_aux_1: 0.7194 (0.7194)  loss_giou_aux_2: 0.7185 (0.7185)  loss_giou_aux_3: 0.7230 (0.7230)  loss_giou_aux_4: 0.7311 (0.7311)  loss_giou_aux_5: 0.8082 (0.8082)  loss_giou_dn_0: 0.7999 (0.7999)  loss_giou_dn_1: 0.6858 (0.6858)  loss_giou_dn_2: 0.6643 (0.6643)  loss_giou_dn_3: 0.6581 (0.6581)  loss_giou_dn_4: 0.6556 (0.6556)  loss_giou_dn_5: 0.6557 (0.6557)  loss_vfl: 0.6171 (0.6171)  loss_vfl_aux_0: 0.7230 (0.7230)  loss_vfl_aux_1: 0.6920 (0.6920)  loss_vfl_aux_2: 0.6517 (0.6517)  loss_vfl_aux_3: 0.6338 (0.6338)  loss_vfl_aux_4: 0.6215 (0.6215)  loss_vfl_aux_5: 0.7045 (0.7045)  loss_vfl_dn_0: 0.4585 (0.4585)  loss_vfl_dn_1: 0.4322 (0.4322)  loss_vfl_dn_2: 0.4244 (0.4244)  loss_vfl_dn_3: 0.4155 (0.4155)  loss_vfl_dn_4: 0.4170 (0.4170)  loss_vfl_dn_5: 0.4202 (0.4202)  time: 3.4373  data: 1.3939  max mem: 5653
Epoch: [7]  [ 100/7393]  eta: 1:09:08  lr: 0.000010  loss: 18.6419 (18.7257)  loss_bbox: 0.1814 (0.1866)  loss_bbox_aux_0: 0.1848 (0.2019)  loss_bbox_aux_1: 0.1913 (0.1889)  loss_bbox_aux_2: 0.1817 (0.1861)  loss_bbox_aux_3: 0.1771 (0.1862)  loss_bbox_aux_4: 0.1857 (0.1866)  loss_bbox_aux_5: 0.2426 (0.2484)  loss_bbox_dn_0: 0.3636 (0.3572)  loss_bbox_dn_1: 0.2894 (0.2838)  loss_bbox_dn_2: 0.2715 (0.2643)  loss_bbox_dn_3: 0.2599 (0.2552)  loss_bbox_dn_4: 0.2558 (0.2521)  loss_bbox_dn_5: 0.2552 (0.2519)  loss_giou: 0.5381 (0.5313)  loss_giou_aux_0: 0.5601 (0.5619)  loss_giou_aux_1: 0.5278 (0.5383)  loss_giou_aux_2: 0.5377 (0.5331)  loss_giou_aux_3: 0.5399 (0.5319)  loss_giou_aux_4: 0.5368 (0.5314)  loss_giou_aux_5: 0.6546 (0.6428)  loss_giou_dn_0: 0.7031 (0.6925)  loss_giou_dn_1: 0.6000 (0.5864)  loss_giou_dn_2: 0.5778 (0.5613)  loss_giou_dn_3: 0.5727 (0.5523)  loss_giou_dn_4: 0.5638 (0.5494)  loss_giou_dn_5: 0.5642 (0.5495)  loss_vfl: 0.7437 (0.7557)  loss_vfl_aux_0: 0.9061 (0.9064)  loss_vfl_aux_1: 0.8447 (0.8580)  loss_vfl_aux_2: 0.7944 (0.8028)  loss_vfl_aux_3: 0.7606 (0.7702)  loss_vfl_aux_4: 0.7446 (0.7579)  loss_vfl_aux_5: 0.8590 (0.8906)  loss_vfl_dn_0: 0.4858 (0.4853)  loss_vfl_dn_1: 0.4365 (0.4377)  loss_vfl_dn_2: 0.4194 (0.4202)  loss_vfl_dn_3: 0.4141 (0.4119)  loss_vfl_dn_4: 0.4079 (0.4093)  loss_vfl_dn_5: 0.4062 (0.4088)  time: 0.4765  data: 0.0144  max mem: 5653
Epoch: [7]  [ 200/7393]  eta: 1:02:34  lr: 0.000010  loss: 19.2635 (18.8627)  loss_bbox: 0.1768 (0.1883)  loss_bbox_aux_0: 0.1865 (0.2039)  loss_bbox_aux_1: 0.1776 (0.1910)  loss_bbox_aux_2: 0.1833 (0.1882)  loss_bbox_aux_3: 0.1780 (0.1884)  loss_bbox_aux_4: 0.1771 (0.1879)  loss_bbox_aux_5: 0.2365 (0.2494)  loss_bbox_dn_0: 0.3191 (0.3552)  loss_bbox_dn_1: 0.2537 (0.2836)  loss_bbox_dn_2: 0.2412 (0.2646)  loss_bbox_dn_3: 0.2343 (0.2556)  loss_bbox_dn_4: 0.2325 (0.2526)  loss_bbox_dn_5: 0.2324 (0.2524)  loss_giou: 0.5911 (0.5471)  loss_giou_aux_0: 0.6143 (0.5752)  loss_giou_aux_1: 0.6043 (0.5535)  loss_giou_aux_2: 0.5898 (0.5488)  loss_giou_aux_3: 0.5903 (0.5477)  loss_giou_aux_4: 0.5899 (0.5473)  loss_giou_aux_5: 0.6899 (0.6575)  loss_giou_dn_0: 0.7250 (0.7007)  loss_giou_dn_1: 0.6185 (0.5964)  loss_giou_dn_2: 0.5941 (0.5712)  loss_giou_dn_3: 0.5928 (0.5624)  loss_giou_dn_4: 0.5924 (0.5597)  loss_giou_dn_5: 0.5919 (0.5598)  loss_vfl: 0.7315 (0.7518)  loss_vfl_aux_0: 0.8666 (0.9031)  loss_vfl_aux_1: 0.8358 (0.8512)  loss_vfl_aux_2: 0.7649 (0.7962)  loss_vfl_aux_3: 0.7436 (0.7649)  loss_vfl_aux_4: 0.7317 (0.7546)  loss_vfl_aux_5: 0.8534 (0.8839)  loss_vfl_dn_0: 0.4812 (0.4844)  loss_vfl_dn_1: 0.4381 (0.4368)  loss_vfl_dn_2: 0.4254 (0.4193)  loss_vfl_dn_3: 0.4167 (0.4113)  loss_vfl_dn_4: 0.4132 (0.4087)  loss_vfl_dn_5: 0.4124 (0.4082)  time: 0.4825  data: 0.0146  max mem: 5653
Epoch: [7]  [ 300/7393]  eta: 1:02:16  lr: 0.000010  loss: 19.3857 (18.9799)  loss_bbox: 0.1898 (0.1908)  loss_bbox_aux_0: 0.2029 (0.2065)  loss_bbox_aux_1: 0.2003 (0.1941)  loss_bbox_aux_2: 0.1879 (0.1912)  loss_bbox_aux_3: 0.1883 (0.1912)  loss_bbox_aux_4: 0.1869 (0.1908)  loss_bbox_aux_5: 0.2501 (0.2531)  loss_bbox_dn_0: 0.3661 (0.3596)  loss_bbox_dn_1: 0.2782 (0.2882)  loss_bbox_dn_2: 0.2702 (0.2693)  loss_bbox_dn_3: 0.2684 (0.2605)  loss_bbox_dn_4: 0.2652 (0.2576)  loss_bbox_dn_5: 0.2653 (0.2574)  loss_giou: 0.5367 (0.5476)  loss_giou_aux_0: 0.5393 (0.5760)  loss_giou_aux_1: 0.5281 (0.5549)  loss_giou_aux_2: 0.5305 (0.5501)  loss_giou_aux_3: 0.5351 (0.5485)  loss_giou_aux_4: 0.5335 (0.5476)  loss_giou_aux_5: 0.6521 (0.6593)  loss_giou_dn_0: 0.7130 (0.7029)  loss_giou_dn_1: 0.6119 (0.5984)  loss_giou_dn_2: 0.5955 (0.5732)  loss_giou_dn_3: 0.5906 (0.5645)  loss_giou_dn_4: 0.5913 (0.5619)  loss_giou_dn_5: 0.5914 (0.5620)  loss_vfl: 0.7776 (0.7599)  loss_vfl_aux_0: 0.9270 (0.9077)  loss_vfl_aux_1: 0.8825 (0.8574)  loss_vfl_aux_2: 0.8260 (0.8024)  loss_vfl_aux_3: 0.7887 (0.7717)  loss_vfl_aux_4: 0.7769 (0.7626)  loss_vfl_aux_5: 0.8952 (0.8859)  loss_vfl_dn_0: 0.4824 (0.4852)  loss_vfl_dn_1: 0.4365 (0.4381)  loss_vfl_dn_2: 0.4197 (0.4203)  loss_vfl_dn_3: 0.4118 (0.4126)  loss_vfl_dn_4: 0.4097 (0.4097)  loss_vfl_dn_5: 0.4049 (0.4091)  time: 0.4642  data: 0.0150  max mem: 5653
Epoch: [7]  [ 400/7393]  eta: 0:59:50  lr: 0.000010  loss: 19.5569 (18.9761)  loss_bbox: 0.1705 (0.1904)  loss_bbox_aux_0: 0.1993 (0.2062)  loss_bbox_aux_1: 0.1836 (0.1945)  loss_bbox_aux_2: 0.1894 (0.1921)  loss_bbox_aux_3: 0.1831 (0.1912)  loss_bbox_aux_4: 0.1671 (0.1907)  loss_bbox_aux_5: 0.2449 (0.2533)  loss_bbox_dn_0: 0.3538 (0.3578)  loss_bbox_dn_1: 0.2742 (0.2867)  loss_bbox_dn_2: 0.2570 (0.2680)  loss_bbox_dn_3: 0.2520 (0.2594)  loss_bbox_dn_4: 0.2504 (0.2565)  loss_bbox_dn_5: 0.2504 (0.2563)  loss_giou: 0.5298 (0.5515)  loss_giou_aux_0: 0.5798 (0.5791)  loss_giou_aux_1: 0.5413 (0.5591)  loss_giou_aux_2: 0.5422 (0.5544)  loss_giou_aux_3: 0.5299 (0.5524)  loss_giou_aux_4: 0.5293 (0.5517)  loss_giou_aux_5: 0.6272 (0.6623)  loss_giou_dn_0: 0.7216 (0.7048)  loss_giou_dn_1: 0.6296 (0.6004)  loss_giou_dn_2: 0.6127 (0.5754)  loss_giou_dn_3: 0.6020 (0.5668)  loss_giou_dn_4: 0.5996 (0.5642)  loss_giou_dn_5: 0.5995 (0.5642)  loss_vfl: 0.7911 (0.7562)  loss_vfl_aux_0: 0.9017 (0.9037)  loss_vfl_aux_1: 0.8986 (0.8511)  loss_vfl_aux_2: 0.8333 (0.7959)  loss_vfl_aux_3: 0.8076 (0.7680)  loss_vfl_aux_4: 0.8010 (0.7588)  loss_vfl_aux_5: 0.9144 (0.8808)  loss_vfl_dn_0: 0.4862 (0.4849)  loss_vfl_dn_1: 0.4436 (0.4375)  loss_vfl_dn_2: 0.4261 (0.4198)  loss_vfl_dn_3: 0.4166 (0.4121)  loss_vfl_dn_4: 0.4131 (0.4093)  loss_vfl_dn_5: 0.4107 (0.4087)  time: 0.4827  data: 0.0144  max mem: 5653
Epoch: [7]  [ 500/7393]  eta: 0:58:04  lr: 0.000010  loss: 19.8839 (19.0041)  loss_bbox: 0.2083 (0.1904)  loss_bbox_aux_0: 0.2013 (0.2054)  loss_bbox_aux_1: 0.1961 (0.1945)  loss_bbox_aux_2: 0.1941 (0.1918)  loss_bbox_aux_3: 0.2055 (0.1912)  loss_bbox_aux_4: 0.1990 (0.1909)  loss_bbox_aux_5: 0.2463 (0.2516)  loss_bbox_dn_0: 0.3330 (0.3559)  loss_bbox_dn_1: 0.2799 (0.2857)  loss_bbox_dn_2: 0.2672 (0.2670)  loss_bbox_dn_3: 0.2579 (0.2587)  loss_bbox_dn_4: 0.2584 (0.2560)  loss_bbox_dn_5: 0.2582 (0.2558)  loss_giou: 0.5486 (0.5561)  loss_giou_aux_0: 0.5864 (0.5836)  loss_giou_aux_1: 0.5561 (0.5646)  loss_giou_aux_2: 0.5536 (0.5593)  loss_giou_aux_3: 0.5558 (0.5572)  loss_giou_aux_4: 0.5464 (0.5564)  loss_giou_aux_5: 0.6506 (0.6660)  loss_giou_dn_0: 0.7071 (0.7068)  loss_giou_dn_1: 0.6039 (0.6031)  loss_giou_dn_2: 0.5730 (0.5781)  loss_giou_dn_3: 0.5638 (0.5696)  loss_giou_dn_4: 0.5625 (0.5671)  loss_giou_dn_5: 0.5620 (0.5671)  loss_vfl: 0.7642 (0.7559)  loss_vfl_aux_0: 0.9202 (0.9007)  loss_vfl_aux_1: 0.8440 (0.8471)  loss_vfl_aux_2: 0.8027 (0.7939)  loss_vfl_aux_3: 0.7662 (0.7669)  loss_vfl_aux_4: 0.7646 (0.7580)  loss_vfl_aux_5: 0.8796 (0.8769)  loss_vfl_dn_0: 0.4867 (0.4845)  loss_vfl_dn_1: 0.4407 (0.4379)  loss_vfl_dn_2: 0.4261 (0.4203)  loss_vfl_dn_3: 0.4171 (0.4128)  loss_vfl_dn_4: 0.4145 (0.4100)  loss_vfl_dn_5: 0.4135 (0.4094)  time: 0.4780  data: 0.0148  max mem: 5653
Epoch: [7]  [ 600/7393]  eta: 0:57:35  lr: 0.000010  loss: 18.9588 (19.0320)  loss_bbox: 0.1983 (0.1907)  loss_bbox_aux_0: 0.2193 (0.2056)  loss_bbox_aux_1: 0.1987 (0.1952)  loss_bbox_aux_2: 0.1994 (0.1923)  loss_bbox_aux_3: 0.1973 (0.1916)  loss_bbox_aux_4: 0.2054 (0.1910)  loss_bbox_aux_5: 0.2653 (0.2524)  loss_bbox_dn_0: 0.3941 (0.3584)  loss_bbox_dn_1: 0.3115 (0.2878)  loss_bbox_dn_2: 0.2880 (0.2691)  loss_bbox_dn_3: 0.2777 (0.2607)  loss_bbox_dn_4: 0.2716 (0.2579)  loss_bbox_dn_5: 0.2718 (0.2577)  loss_giou: 0.5056 (0.5546)  loss_giou_aux_0: 0.5430 (0.5822)  loss_giou_aux_1: 0.5040 (0.5635)  loss_giou_aux_2: 0.4966 (0.5580)  loss_giou_aux_3: 0.5067 (0.5559)  loss_giou_aux_4: 0.5015 (0.5550)  loss_giou_aux_5: 0.6438 (0.6647)  loss_giou_dn_0: 0.6881 (0.7072)  loss_giou_dn_1: 0.5847 (0.6031)  loss_giou_dn_2: 0.5639 (0.5781)  loss_giou_dn_3: 0.5587 (0.5696)  loss_giou_dn_4: 0.5586 (0.5670)  loss_giou_dn_5: 0.5590 (0.5671)  loss_vfl: 0.7533 (0.7589)  loss_vfl_aux_0: 0.9251 (0.9041)  loss_vfl_aux_1: 0.8599 (0.8499)  loss_vfl_aux_2: 0.8063 (0.7965)  loss_vfl_aux_3: 0.7656 (0.7693)  loss_vfl_aux_4: 0.7591 (0.7611)  loss_vfl_aux_5: 0.8574 (0.8791)  loss_vfl_dn_0: 0.4864 (0.4847)  loss_vfl_dn_1: 0.4303 (0.4382)  loss_vfl_dn_2: 0.4130 (0.4206)  loss_vfl_dn_3: 0.4064 (0.4131)  loss_vfl_dn_4: 0.4050 (0.4103)  loss_vfl_dn_5: 0.4047 (0.4098)  time: 0.4650  data: 0.0146  max mem: 5653
Epoch: [7]  [ 700/7393]  eta: 0:56:14  lr: 0.000010  loss: 18.9146 (19.0251)  loss_bbox: 0.1903 (0.1899)  loss_bbox_aux_0: 0.1878 (0.2047)  loss_bbox_aux_1: 0.1785 (0.1945)  loss_bbox_aux_2: 0.1890 (0.1915)  loss_bbox_aux_3: 0.1855 (0.1908)  loss_bbox_aux_4: 0.1903 (0.1902)  loss_bbox_aux_5: 0.2398 (0.2517)  loss_bbox_dn_0: 0.3404 (0.3566)  loss_bbox_dn_1: 0.2588 (0.2861)  loss_bbox_dn_2: 0.2411 (0.2674)  loss_bbox_dn_3: 0.2355 (0.2591)  loss_bbox_dn_4: 0.2314 (0.2563)  loss_bbox_dn_5: 0.2309 (0.2560)  loss_giou: 0.5913 (0.5563)  loss_giou_aux_0: 0.6162 (0.5834)  loss_giou_aux_1: 0.6071 (0.5650)  loss_giou_aux_2: 0.5876 (0.5593)  loss_giou_aux_3: 0.5832 (0.5575)  loss_giou_aux_4: 0.5925 (0.5565)  loss_giou_aux_5: 0.6942 (0.6661)  loss_giou_dn_0: 0.7248 (0.7079)  loss_giou_dn_1: 0.5981 (0.6033)  loss_giou_dn_2: 0.5707 (0.5785)  loss_giou_dn_3: 0.5626 (0.5700)  loss_giou_dn_4: 0.5594 (0.5674)  loss_giou_dn_5: 0.5592 (0.5674)  loss_vfl: 0.6915 (0.7580)  loss_vfl_aux_0: 0.8458 (0.9035)  loss_vfl_aux_1: 0.7992 (0.8491)  loss_vfl_aux_2: 0.7333 (0.7958)  loss_vfl_aux_3: 0.7270 (0.7685)  loss_vfl_aux_4: 0.6981 (0.7603)  loss_vfl_aux_5: 0.8314 (0.8774)  loss_vfl_dn_0: 0.4833 (0.4849)  loss_vfl_dn_1: 0.4317 (0.4386)  loss_vfl_dn_2: 0.4146 (0.4210)  loss_vfl_dn_3: 0.4057 (0.4135)  loss_vfl_dn_4: 0.4041 (0.4107)  loss_vfl_dn_5: 0.4038 (0.4103)  time: 0.4896  data: 0.0146  max mem: 5653
Epoch: [7]  [ 800/7393]  eta: 0:54:56  lr: 0.000010  loss: 18.7306 (19.0164)  loss_bbox: 0.1760 (0.1902)  loss_bbox_aux_0: 0.1805 (0.2048)  loss_bbox_aux_1: 0.1810 (0.1949)  loss_bbox_aux_2: 0.1756 (0.1918)  loss_bbox_aux_3: 0.1688 (0.1911)  loss_bbox_aux_4: 0.1760 (0.1905)  loss_bbox_aux_5: 0.2329 (0.2517)  loss_bbox_dn_0: 0.3409 (0.3573)  loss_bbox_dn_1: 0.2494 (0.2865)  loss_bbox_dn_2: 0.2280 (0.2680)  loss_bbox_dn_3: 0.2182 (0.2598)  loss_bbox_dn_4: 0.2145 (0.2569)  loss_bbox_dn_5: 0.2147 (0.2566)  loss_giou: 0.5670 (0.5551)  loss_giou_aux_0: 0.5861 (0.5820)  loss_giou_aux_1: 0.5752 (0.5638)  loss_giou_aux_2: 0.5731 (0.5582)  loss_giou_aux_3: 0.5659 (0.5562)  loss_giou_aux_4: 0.5651 (0.5552)  loss_giou_aux_5: 0.6906 (0.6648)  loss_giou_dn_0: 0.7190 (0.7067)  loss_giou_dn_1: 0.6150 (0.6020)  loss_giou_dn_2: 0.5890 (0.5772)  loss_giou_dn_3: 0.5813 (0.5688)  loss_giou_dn_4: 0.5792 (0.5662)  loss_giou_dn_5: 0.5792 (0.5663)  loss_vfl: 0.7136 (0.7577)  loss_vfl_aux_0: 0.9228 (0.9042)  loss_vfl_aux_1: 0.8232 (0.8491)  loss_vfl_aux_2: 0.7703 (0.7956)  loss_vfl_aux_3: 0.7420 (0.7684)  loss_vfl_aux_4: 0.7308 (0.7603)  loss_vfl_aux_5: 0.8863 (0.8785)  loss_vfl_dn_0: 0.4833 (0.4852)  loss_vfl_dn_1: 0.4356 (0.4388)  loss_vfl_dn_2: 0.4172 (0.4210)  loss_vfl_dn_3: 0.4124 (0.4135)  loss_vfl_dn_4: 0.4089 (0.4108)  loss_vfl_dn_5: 0.4074 (0.4104)  time: 0.4761  data: 0.0139  max mem: 5653
Epoch: [7]  [ 900/7393]  eta: 0:53:45  lr: 0.000010  loss: 18.9948 (19.0158)  loss_bbox: 0.1797 (0.1908)  loss_bbox_aux_0: 0.1995 (0.2054)  loss_bbox_aux_1: 0.1788 (0.1953)  loss_bbox_aux_2: 0.1835 (0.1924)  loss_bbox_aux_3: 0.1808 (0.1916)  loss_bbox_aux_4: 0.1805 (0.1911)  loss_bbox_aux_5: 0.2624 (0.2530)  loss_bbox_dn_0: 0.3534 (0.3583)  loss_bbox_dn_1: 0.2877 (0.2874)  loss_bbox_dn_2: 0.2683 (0.2687)  loss_bbox_dn_3: 0.2552 (0.2604)  loss_bbox_dn_4: 0.2471 (0.2575)  loss_bbox_dn_5: 0.2456 (0.2572)  loss_giou: 0.5539 (0.5536)  loss_giou_aux_0: 0.5704 (0.5805)  loss_giou_aux_1: 0.5521 (0.5623)  loss_giou_aux_2: 0.5561 (0.5566)  loss_giou_aux_3: 0.5551 (0.5548)  loss_giou_aux_4: 0.5528 (0.5538)  loss_giou_aux_5: 0.6698 (0.6637)  loss_giou_dn_0: 0.7011 (0.7058)  loss_giou_dn_1: 0.5998 (0.6010)  loss_giou_dn_2: 0.5708 (0.5763)  loss_giou_dn_3: 0.5624 (0.5678)  loss_giou_dn_4: 0.5592 (0.5652)  loss_giou_dn_5: 0.5596 (0.5653)  loss_vfl: 0.7498 (0.7586)  loss_vfl_aux_0: 0.9464 (0.9054)  loss_vfl_aux_1: 0.8662 (0.8496)  loss_vfl_aux_2: 0.8039 (0.7968)  loss_vfl_aux_3: 0.7501 (0.7694)  loss_vfl_aux_4: 0.7604 (0.7609)  loss_vfl_aux_5: 0.8999 (0.8788)  loss_vfl_dn_0: 0.4878 (0.4853)  loss_vfl_dn_1: 0.4474 (0.4390)  loss_vfl_dn_2: 0.4291 (0.4212)  loss_vfl_dn_3: 0.4199 (0.4136)  loss_vfl_dn_4: 0.4191 (0.4109)  loss_vfl_dn_5: 0.4164 (0.4105)  time: 0.4669  data: 0.0147  max mem: 5653
Epoch: [7]  [1000/7393]  eta: 0:52:40  lr: 0.000010  loss: 18.9513 (19.0412)  loss_bbox: 0.1651 (0.1912)  loss_bbox_aux_0: 0.1850 (0.2056)  loss_bbox_aux_1: 0.1691 (0.1957)  loss_bbox_aux_2: 0.1705 (0.1928)  loss_bbox_aux_3: 0.1591 (0.1920)  loss_bbox_aux_4: 0.1662 (0.1914)  loss_bbox_aux_5: 0.2368 (0.2532)  loss_bbox_dn_0: 0.3463 (0.3583)  loss_bbox_dn_1: 0.2833 (0.2876)  loss_bbox_dn_2: 0.2639 (0.2690)  loss_bbox_dn_3: 0.2487 (0.2607)  loss_bbox_dn_4: 0.2421 (0.2579)  loss_bbox_dn_5: 0.2416 (0.2576)  loss_giou: 0.4914 (0.5556)  loss_giou_aux_0: 0.5281 (0.5826)  loss_giou_aux_1: 0.5092 (0.5644)  loss_giou_aux_2: 0.4902 (0.5588)  loss_giou_aux_3: 0.4866 (0.5568)  loss_giou_aux_4: 0.4853 (0.5557)  loss_giou_aux_5: 0.6107 (0.6656)  loss_giou_dn_0: 0.6998 (0.7070)  loss_giou_dn_1: 0.5989 (0.6025)  loss_giou_dn_2: 0.5740 (0.5778)  loss_giou_dn_3: 0.5705 (0.5694)  loss_giou_dn_4: 0.5662 (0.5668)  loss_giou_dn_5: 0.5662 (0.5669)  loss_vfl: 0.7928 (0.7588)  loss_vfl_aux_0: 0.9584 (0.9045)  loss_vfl_aux_1: 0.8915 (0.8496)  loss_vfl_aux_2: 0.8683 (0.7966)  loss_vfl_aux_3: 0.8267 (0.7694)  loss_vfl_aux_4: 0.8196 (0.7613)  loss_vfl_aux_5: 0.9533 (0.8781)  loss_vfl_dn_0: 0.4957 (0.4852)  loss_vfl_dn_1: 0.4390 (0.4388)  loss_vfl_dn_2: 0.4219 (0.4211)  loss_vfl_dn_3: 0.4162 (0.4136)  loss_vfl_dn_4: 0.4145 (0.4109)  loss_vfl_dn_5: 0.4118 (0.4105)  time: 0.4816  data: 0.0150  max mem: 5653
Epoch: [7]  [1100/7393]  eta: 0:51:39  lr: 0.000010  loss: 19.4219 (19.0451)  loss_bbox: 0.1746 (0.1909)  loss_bbox_aux_0: 0.1911 (0.2053)  loss_bbox_aux_1: 0.1819 (0.1954)  loss_bbox_aux_2: 0.1783 (0.1926)  loss_bbox_aux_3: 0.1721 (0.1917)  loss_bbox_aux_4: 0.1774 (0.1912)  loss_bbox_aux_5: 0.2446 (0.2529)  loss_bbox_dn_0: 0.3109 (0.3566)  loss_bbox_dn_1: 0.2445 (0.2861)  loss_bbox_dn_2: 0.2315 (0.2676)  loss_bbox_dn_3: 0.2299 (0.2594)  loss_bbox_dn_4: 0.2234 (0.2565)  loss_bbox_dn_5: 0.2229 (0.2563)  loss_giou: 0.6651 (0.5577)  loss_giou_aux_0: 0.6863 (0.5853)  loss_giou_aux_1: 0.6811 (0.5666)  loss_giou_aux_2: 0.6815 (0.5610)  loss_giou_aux_3: 0.6687 (0.5589)  loss_giou_aux_4: 0.6711 (0.5579)  loss_giou_aux_5: 0.7428 (0.6679)  loss_giou_dn_0: 0.7506 (0.7077)  loss_giou_dn_1: 0.6495 (0.6031)  loss_giou_dn_2: 0.6231 (0.5784)  loss_giou_dn_3: 0.6172 (0.5700)  loss_giou_dn_4: 0.6155 (0.5675)  loss_giou_dn_5: 0.6156 (0.5676)  loss_vfl: 0.7138 (0.7584)  loss_vfl_aux_0: 0.8384 (0.9030)  loss_vfl_aux_1: 0.7848 (0.8490)  loss_vfl_aux_2: 0.7272 (0.7961)  loss_vfl_aux_3: 0.7069 (0.7693)  loss_vfl_aux_4: 0.6981 (0.7609)  loss_vfl_aux_5: 0.8078 (0.8770)  loss_vfl_dn_0: 0.4818 (0.4852)  loss_vfl_dn_1: 0.4384 (0.4387)  loss_vfl_dn_2: 0.4202 (0.4210)  loss_vfl_dn_3: 0.4155 (0.4134)  loss_vfl_dn_4: 0.4118 (0.4107)  loss_vfl_dn_5: 0.4115 (0.4104)  time: 0.4766  data: 0.0148  max mem: 5653
Epoch: [7]  [1200/7393]  eta: 0:50:39  lr: 0.000010  loss: 19.1441 (19.0458)  loss_bbox: 0.1835 (0.1908)  loss_bbox_aux_0: 0.2041 (0.2053)  loss_bbox_aux_1: 0.1937 (0.1953)  loss_bbox_aux_2: 0.1903 (0.1925)  loss_bbox_aux_3: 0.1903 (0.1916)  loss_bbox_aux_4: 0.1843 (0.1911)  loss_bbox_aux_5: 0.2661 (0.2525)  loss_bbox_dn_0: 0.3587 (0.3550)  loss_bbox_dn_1: 0.2848 (0.2847)  loss_bbox_dn_2: 0.2646 (0.2664)  loss_bbox_dn_3: 0.2601 (0.2583)  loss_bbox_dn_4: 0.2556 (0.2555)  loss_bbox_dn_5: 0.2546 (0.2552)  loss_giou: 0.5307 (0.5591)  loss_giou_aux_0: 0.5715 (0.5868)  loss_giou_aux_1: 0.5505 (0.5680)  loss_giou_aux_2: 0.5378 (0.5625)  loss_giou_aux_3: 0.5380 (0.5604)  loss_giou_aux_4: 0.5385 (0.5595)  loss_giou_aux_5: 0.6839 (0.6690)  loss_giou_dn_0: 0.7372 (0.7084)  loss_giou_dn_1: 0.6273 (0.6040)  loss_giou_dn_2: 0.5958 (0.5794)  loss_giou_dn_3: 0.5906 (0.5710)  loss_giou_dn_4: 0.5887 (0.5685)  loss_giou_dn_5: 0.5890 (0.5686)  loss_vfl: 0.7416 (0.7578)  loss_vfl_aux_0: 0.9023 (0.9013)  loss_vfl_aux_1: 0.8371 (0.8477)  loss_vfl_aux_2: 0.8277 (0.7952)  loss_vfl_aux_3: 0.7705 (0.7684)  loss_vfl_aux_4: 0.7543 (0.7600)  loss_vfl_aux_5: 0.8744 (0.8757)  loss_vfl_dn_0: 0.4820 (0.4852)  loss_vfl_dn_1: 0.4408 (0.4389)  loss_vfl_dn_2: 0.4240 (0.4211)  loss_vfl_dn_3: 0.4159 (0.4136)  loss_vfl_dn_4: 0.4111 (0.4109)  loss_vfl_dn_5: 0.4147 (0.4105)  time: 0.4697  data: 0.0148  max mem: 5653
Epoch: [7]  [1300/7393]  eta: 0:49:40  lr: 0.000010  loss: 18.2316 (19.0292)  loss_bbox: 0.1693 (0.1902)  loss_bbox_aux_0: 0.1854 (0.2049)  loss_bbox_aux_1: 0.1779 (0.1949)  loss_bbox_aux_2: 0.1669 (0.1920)  loss_bbox_aux_3: 0.1671 (0.1910)  loss_bbox_aux_4: 0.1687 (0.1905)  loss_bbox_aux_5: 0.2400 (0.2519)  loss_bbox_dn_0: 0.3396 (0.3540)  loss_bbox_dn_1: 0.2727 (0.2840)  loss_bbox_dn_2: 0.2497 (0.2657)  loss_bbox_dn_3: 0.2401 (0.2576)  loss_bbox_dn_4: 0.2369 (0.2548)  loss_bbox_dn_5: 0.2371 (0.2545)  loss_giou: 0.5362 (0.5590)  loss_giou_aux_0: 0.5740 (0.5871)  loss_giou_aux_1: 0.5453 (0.5682)  loss_giou_aux_2: 0.5373 (0.5625)  loss_giou_aux_3: 0.5362 (0.5604)  loss_giou_aux_4: 0.5362 (0.5594)  loss_giou_aux_5: 0.6531 (0.6692)  loss_giou_dn_0: 0.6945 (0.7083)  loss_giou_dn_1: 0.6020 (0.6039)  loss_giou_dn_2: 0.5720 (0.5793)  loss_giou_dn_3: 0.5629 (0.5709)  loss_giou_dn_4: 0.5590 (0.5684)  loss_giou_dn_5: 0.5587 (0.5685)  loss_vfl: 0.7097 (0.7571)  loss_vfl_aux_0: 0.8400 (0.8999)  loss_vfl_aux_1: 0.7853 (0.8464)  loss_vfl_aux_2: 0.7505 (0.7942)  loss_vfl_aux_3: 0.7187 (0.7677)  loss_vfl_aux_4: 0.7119 (0.7592)  loss_vfl_aux_5: 0.8271 (0.8750)  loss_vfl_dn_0: 0.4771 (0.4851)  loss_vfl_dn_1: 0.4304 (0.4386)  loss_vfl_dn_2: 0.4111 (0.4208)  loss_vfl_dn_3: 0.4052 (0.4133)  loss_vfl_dn_4: 0.4011 (0.4106)  loss_vfl_dn_5: 0.4001 (0.4102)  time: 0.4706  data: 0.0153  max mem: 5653
Epoch: [7]  [1400/7393]  eta: 0:48:44  lr: 0.000010  loss: 19.0675 (19.0266)  loss_bbox: 0.1789 (0.1897)  loss_bbox_aux_0: 0.1935 (0.2046)  loss_bbox_aux_1: 0.1914 (0.1946)  loss_bbox_aux_2: 0.1767 (0.1915)  loss_bbox_aux_3: 0.1815 (0.1905)  loss_bbox_aux_4: 0.1794 (0.1901)  loss_bbox_aux_5: 0.2510 (0.2516)  loss_bbox_dn_0: 0.3299 (0.3532)  loss_bbox_dn_1: 0.2659 (0.2834)  loss_bbox_dn_2: 0.2382 (0.2652)  loss_bbox_dn_3: 0.2294 (0.2570)  loss_bbox_dn_4: 0.2276 (0.2542)  loss_bbox_dn_5: 0.2279 (0.2539)  loss_giou: 0.5877 (0.5598)  loss_giou_aux_0: 0.6117 (0.5880)  loss_giou_aux_1: 0.6153 (0.5691)  loss_giou_aux_2: 0.5880 (0.5633)  loss_giou_aux_3: 0.5860 (0.5612)  loss_giou_aux_4: 0.5867 (0.5603)  loss_giou_aux_5: 0.7047 (0.6702)  loss_giou_dn_0: 0.7346 (0.7086)  loss_giou_dn_1: 0.6397 (0.6044)  loss_giou_dn_2: 0.6163 (0.5798)  loss_giou_dn_3: 0.6086 (0.5715)  loss_giou_dn_4: 0.6053 (0.5690)  loss_giou_dn_5: 0.6057 (0.5691)  loss_vfl: 0.7490 (0.7567)  loss_vfl_aux_0: 0.8714 (0.8988)  loss_vfl_aux_1: 0.7946 (0.8456)  loss_vfl_aux_2: 0.7549 (0.7937)  loss_vfl_aux_3: 0.7468 (0.7672)  loss_vfl_aux_4: 0.7369 (0.7587)  loss_vfl_aux_5: 0.8512 (0.8743)  loss_vfl_dn_0: 0.4733 (0.4850)  loss_vfl_dn_1: 0.4361 (0.4385)  loss_vfl_dn_2: 0.4200 (0.4207)  loss_vfl_dn_3: 0.4086 (0.4131)  loss_vfl_dn_4: 0.4051 (0.4104)  loss_vfl_dn_5: 0.4064 (0.4101)  time: 0.4872  data: 0.0143  max mem: 5653
Epoch: [7]  [1500/7393]  eta: 0:47:46  lr: 0.000010  loss: 19.0371 (19.0206)  loss_bbox: 0.2022 (0.1899)  loss_bbox_aux_0: 0.2152 (0.2048)  loss_bbox_aux_1: 0.2149 (0.1948)  loss_bbox_aux_2: 0.2072 (0.1917)  loss_bbox_aux_3: 0.2023 (0.1906)  loss_bbox_aux_4: 0.2018 (0.1903)  loss_bbox_aux_5: 0.2665 (0.2520)  loss_bbox_dn_0: 0.3601 (0.3543)  loss_bbox_dn_1: 0.2827 (0.2840)  loss_bbox_dn_2: 0.2717 (0.2657)  loss_bbox_dn_3: 0.2635 (0.2575)  loss_bbox_dn_4: 0.2607 (0.2546)  loss_bbox_dn_5: 0.2607 (0.2543)  loss_giou: 0.5205 (0.5580)  loss_giou_aux_0: 0.5678 (0.5863)  loss_giou_aux_1: 0.5459 (0.5671)  loss_giou_aux_2: 0.5285 (0.5614)  loss_giou_aux_3: 0.5294 (0.5594)  loss_giou_aux_4: 0.5277 (0.5584)  loss_giou_aux_5: 0.6592 (0.6685)  loss_giou_dn_0: 0.6999 (0.7074)  loss_giou_dn_1: 0.5957 (0.6031)  loss_giou_dn_2: 0.5632 (0.5784)  loss_giou_dn_3: 0.5508 (0.5701)  loss_giou_dn_4: 0.5482 (0.5676)  loss_giou_dn_5: 0.5483 (0.5676)  loss_vfl: 0.7922 (0.7579)  loss_vfl_aux_0: 0.9365 (0.9003)  loss_vfl_aux_1: 0.8826 (0.8472)  loss_vfl_aux_2: 0.8436 (0.7952)  loss_vfl_aux_3: 0.7991 (0.7685)  loss_vfl_aux_4: 0.7821 (0.7600)  loss_vfl_aux_5: 0.8758 (0.8758)  loss_vfl_dn_0: 0.4819 (0.4853)  loss_vfl_dn_1: 0.4388 (0.4386)  loss_vfl_dn_2: 0.4207 (0.4207)  loss_vfl_dn_3: 0.4107 (0.4131)  loss_vfl_dn_4: 0.4042 (0.4103)  loss_vfl_dn_5: 0.4048 (0.4100)  time: 0.4559  data: 0.0148  max mem: 5653
Epoch: [7]  [1600/7393]  eta: 0:46:55  lr: 0.000010  loss: 19.1325 (19.0232)  loss_bbox: 0.2011 (0.1903)  loss_bbox_aux_0: 0.2049 (0.2051)  loss_bbox_aux_1: 0.1998 (0.1951)  loss_bbox_aux_2: 0.1851 (0.1920)  loss_bbox_aux_3: 0.1941 (0.1911)  loss_bbox_aux_4: 0.2000 (0.1907)  loss_bbox_aux_5: 0.2567 (0.2523)  loss_bbox_dn_0: 0.3312 (0.3552)  loss_bbox_dn_1: 0.2632 (0.2849)  loss_bbox_dn_2: 0.2479 (0.2665)  loss_bbox_dn_3: 0.2413 (0.2582)  loss_bbox_dn_4: 0.2399 (0.2553)  loss_bbox_dn_5: 0.2400 (0.2551)  loss_giou: 0.5322 (0.5573)  loss_giou_aux_0: 0.5620 (0.5855)  loss_giou_aux_1: 0.5360 (0.5662)  loss_giou_aux_2: 0.5368 (0.5607)  loss_giou_aux_3: 0.5351 (0.5587)  loss_giou_aux_4: 0.5302 (0.5578)  loss_giou_aux_5: 0.6657 (0.6677)  loss_giou_dn_0: 0.7202 (0.7073)  loss_giou_dn_1: 0.6250 (0.6030)  loss_giou_dn_2: 0.5942 (0.5784)  loss_giou_dn_3: 0.5866 (0.5699)  loss_giou_dn_4: 0.5842 (0.5674)  loss_giou_dn_5: 0.5844 (0.5675)  loss_vfl: 0.7540 (0.7580)  loss_vfl_aux_0: 0.8990 (0.9007)  loss_vfl_aux_1: 0.8583 (0.8474)  loss_vfl_aux_2: 0.8034 (0.7953)  loss_vfl_aux_3: 0.7773 (0.7686)  loss_vfl_aux_4: 0.7574 (0.7601)  loss_vfl_aux_5: 0.8793 (0.8760)  loss_vfl_dn_0: 0.4774 (0.4853)  loss_vfl_dn_1: 0.4359 (0.4386)  loss_vfl_dn_2: 0.4169 (0.4206)  loss_vfl_dn_3: 0.4105 (0.4131)  loss_vfl_dn_4: 0.4047 (0.4103)  loss_vfl_dn_5: 0.4057 (0.4099)  time: 0.4751  data: 0.0144  max mem: 5653
Epoch: [7]  [1700/7393]  eta: 0:45:59  lr: 0.000010  loss: 18.6552 (19.0131)  loss_bbox: 0.1776 (0.1900)  loss_bbox_aux_0: 0.2017 (0.2048)  loss_bbox_aux_1: 0.1888 (0.1948)  loss_bbox_aux_2: 0.1803 (0.1915)  loss_bbox_aux_3: 0.1787 (0.1907)  loss_bbox_aux_4: 0.1771 (0.1903)  loss_bbox_aux_5: 0.2397 (0.2519)  loss_bbox_dn_0: 0.3640 (0.3545)  loss_bbox_dn_1: 0.2903 (0.2843)  loss_bbox_dn_2: 0.2700 (0.2659)  loss_bbox_dn_3: 0.2594 (0.2576)  loss_bbox_dn_4: 0.2583 (0.2548)  loss_bbox_dn_5: 0.2588 (0.2545)  loss_giou: 0.5037 (0.5568)  loss_giou_aux_0: 0.5260 (0.5850)  loss_giou_aux_1: 0.5137 (0.5657)  loss_giou_aux_2: 0.5066 (0.5601)  loss_giou_aux_3: 0.5044 (0.5582)  loss_giou_aux_4: 0.5079 (0.5572)  loss_giou_aux_5: 0.6211 (0.6671)  loss_giou_dn_0: 0.6915 (0.7070)  loss_giou_dn_1: 0.5856 (0.6027)  loss_giou_dn_2: 0.5558 (0.5780)  loss_giou_dn_3: 0.5446 (0.5696)  loss_giou_dn_4: 0.5439 (0.5671)  loss_giou_dn_5: 0.5447 (0.5671)  loss_vfl: 0.7895 (0.7583)  loss_vfl_aux_0: 0.9031 (0.9004)  loss_vfl_aux_1: 0.8567 (0.8477)  loss_vfl_aux_2: 0.8073 (0.7958)  loss_vfl_aux_3: 0.7805 (0.7689)  loss_vfl_aux_4: 0.7719 (0.7602)  loss_vfl_aux_5: 0.8662 (0.8763)  loss_vfl_dn_0: 0.4935 (0.4855)  loss_vfl_dn_1: 0.4401 (0.4387)  loss_vfl_dn_2: 0.4215 (0.4207)  loss_vfl_dn_3: 0.4116 (0.4132)  loss_vfl_dn_4: 0.4097 (0.4104)  loss_vfl_dn_5: 0.4080 (0.4100)  time: 0.4597  data: 0.0153  max mem: 5653
Epoch: [7]  [1800/7393]  eta: 0:45:08  lr: 0.000010  loss: 18.6857 (19.0051)  loss_bbox: 0.1692 (0.1897)  loss_bbox_aux_0: 0.1920 (0.2046)  loss_bbox_aux_1: 0.1792 (0.1944)  loss_bbox_aux_2: 0.1738 (0.1913)  loss_bbox_aux_3: 0.1692 (0.1903)  loss_bbox_aux_4: 0.1688 (0.1900)  loss_bbox_aux_5: 0.2334 (0.2516)  loss_bbox_dn_0: 0.3273 (0.3540)  loss_bbox_dn_1: 0.2631 (0.2839)  loss_bbox_dn_2: 0.2363 (0.2655)  loss_bbox_dn_3: 0.2265 (0.2572)  loss_bbox_dn_4: 0.2168 (0.2543)  loss_bbox_dn_5: 0.2166 (0.2540)  loss_giou: 0.5399 (0.5559)  loss_giou_aux_0: 0.5555 (0.5842)  loss_giou_aux_1: 0.5471 (0.5649)  loss_giou_aux_2: 0.5440 (0.5593)  loss_giou_aux_3: 0.5420 (0.5572)  loss_giou_aux_4: 0.5422 (0.5563)  loss_giou_aux_5: 0.6560 (0.6663)  loss_giou_dn_0: 0.6802 (0.7066)  loss_giou_dn_1: 0.5836 (0.6023)  loss_giou_dn_2: 0.5585 (0.5777)  loss_giou_dn_3: 0.5459 (0.5692)  loss_giou_dn_4: 0.5431 (0.5667)  loss_giou_dn_5: 0.5431 (0.5668)  loss_vfl: 0.7442 (0.7590)  loss_vfl_aux_0: 0.8996 (0.9008)  loss_vfl_aux_1: 0.8528 (0.8486)  loss_vfl_aux_2: 0.7605 (0.7963)  loss_vfl_aux_3: 0.7576 (0.7699)  loss_vfl_aux_4: 0.7461 (0.7609)  loss_vfl_aux_5: 0.8574 (0.8769)  loss_vfl_dn_0: 0.4862 (0.4855)  loss_vfl_dn_1: 0.4380 (0.4387)  loss_vfl_dn_2: 0.4191 (0.4208)  loss_vfl_dn_3: 0.4130 (0.4132)  loss_vfl_dn_4: 0.4097 (0.4104)  loss_vfl_dn_5: 0.4062 (0.4100)  time: 0.4816  data: 0.0162  max mem: 5653
Epoch: [7]  [1900/7393]  eta: 0:44:16  lr: 0.000010  loss: 18.4961 (19.0032)  loss_bbox: 0.1651 (0.1895)  loss_bbox_aux_0: 0.1936 (0.2045)  loss_bbox_aux_1: 0.1810 (0.1944)  loss_bbox_aux_2: 0.1761 (0.1911)  loss_bbox_aux_3: 0.1749 (0.1900)  loss_bbox_aux_4: 0.1648 (0.1897)  loss_bbox_aux_5: 0.2364 (0.2515)  loss_bbox_dn_0: 0.3582 (0.3539)  loss_bbox_dn_1: 0.2745 (0.2838)  loss_bbox_dn_2: 0.2636 (0.2654)  loss_bbox_dn_3: 0.2596 (0.2572)  loss_bbox_dn_4: 0.2586 (0.2543)  loss_bbox_dn_5: 0.2581 (0.2540)  loss_giou: 0.5238 (0.5558)  loss_giou_aux_0: 0.5492 (0.5842)  loss_giou_aux_1: 0.5381 (0.5650)  loss_giou_aux_2: 0.5346 (0.5594)  loss_giou_aux_3: 0.5350 (0.5571)  loss_giou_aux_4: 0.5322 (0.5562)  loss_giou_aux_5: 0.6434 (0.6663)  loss_giou_dn_0: 0.6946 (0.7064)  loss_giou_dn_1: 0.5731 (0.6022)  loss_giou_dn_2: 0.5506 (0.5775)  loss_giou_dn_3: 0.5351 (0.5691)  loss_giou_dn_4: 0.5312 (0.5666)  loss_giou_dn_5: 0.5314 (0.5666)  loss_vfl: 0.7866 (0.7593)  loss_vfl_aux_0: 0.9004 (0.9008)  loss_vfl_aux_1: 0.8616 (0.8485)  loss_vfl_aux_2: 0.8176 (0.7963)  loss_vfl_aux_3: 0.7835 (0.7701)  loss_vfl_aux_4: 0.7851 (0.7612)  loss_vfl_aux_5: 0.8719 (0.8768)  loss_vfl_dn_0: 0.4834 (0.4855)  loss_vfl_dn_1: 0.4372 (0.4387)  loss_vfl_dn_2: 0.4202 (0.4207)  loss_vfl_dn_3: 0.4075 (0.4132)  loss_vfl_dn_4: 0.4055 (0.4104)  loss_vfl_dn_5: 0.4056 (0.4100)  time: 0.4945  data: 0.0150  max mem: 5653
Epoch: [7]  [2000/7393]  eta: 0:43:24  lr: 0.000010  loss: 18.8325 (19.0069)  loss_bbox: 0.1762 (0.1893)  loss_bbox_aux_0: 0.1981 (0.2044)  loss_bbox_aux_1: 0.1838 (0.1944)  loss_bbox_aux_2: 0.1815 (0.1910)  loss_bbox_aux_3: 0.1970 (0.1899)  loss_bbox_aux_4: 0.1912 (0.1896)  loss_bbox_aux_5: 0.2364 (0.2514)  loss_bbox_dn_0: 0.3504 (0.3535)  loss_bbox_dn_1: 0.2705 (0.2835)  loss_bbox_dn_2: 0.2547 (0.2652)  loss_bbox_dn_3: 0.2445 (0.2570)  loss_bbox_dn_4: 0.2407 (0.2541)  loss_bbox_dn_5: 0.2408 (0.2538)  loss_giou: 0.5457 (0.5567)  loss_giou_aux_0: 0.5732 (0.5853)  loss_giou_aux_1: 0.5613 (0.5660)  loss_giou_aux_2: 0.5517 (0.5604)  loss_giou_aux_3: 0.5459 (0.5581)  loss_giou_aux_4: 0.5534 (0.5572)  loss_giou_aux_5: 0.6657 (0.6674)  loss_giou_dn_0: 0.6931 (0.7067)  loss_giou_dn_1: 0.5821 (0.6026)  loss_giou_dn_2: 0.5593 (0.5779)  loss_giou_dn_3: 0.5501 (0.5695)  loss_giou_dn_4: 0.5467 (0.5670)  loss_giou_dn_5: 0.5466 (0.5671)  loss_vfl: 0.7506 (0.7589)  loss_vfl_aux_0: 0.8839 (0.9002)  loss_vfl_aux_1: 0.8398 (0.8479)  loss_vfl_aux_2: 0.7809 (0.7956)  loss_vfl_aux_3: 0.7541 (0.7696)  loss_vfl_aux_4: 0.7484 (0.7607)  loss_vfl_aux_5: 0.8553 (0.8761)  loss_vfl_dn_0: 0.4904 (0.4856)  loss_vfl_dn_1: 0.4377 (0.4387)  loss_vfl_dn_2: 0.4173 (0.4208)  loss_vfl_dn_3: 0.4106 (0.4132)  loss_vfl_dn_4: 0.4055 (0.4105)  loss_vfl_dn_5: 0.4075 (0.4101)  time: 0.4656  data: 0.0144  max mem: 5653
Epoch: [7]  [2100/7393]  eta: 0:42:33  lr: 0.000010  loss: 19.2238 (19.0082)  loss_bbox: 0.1995 (0.1895)  loss_bbox_aux_0: 0.2133 (0.2044)  loss_bbox_aux_1: 0.2004 (0.1944)  loss_bbox_aux_2: 0.1977 (0.1910)  loss_bbox_aux_3: 0.1953 (0.1899)  loss_bbox_aux_4: 0.1987 (0.1898)  loss_bbox_aux_5: 0.2648 (0.2515)  loss_bbox_dn_0: 0.3389 (0.3535)  loss_bbox_dn_1: 0.2776 (0.2834)  loss_bbox_dn_2: 0.2604 (0.2651)  loss_bbox_dn_3: 0.2519 (0.2569)  loss_bbox_dn_4: 0.2470 (0.2540)  loss_bbox_dn_5: 0.2464 (0.2537)  loss_giou: 0.5789 (0.5565)  loss_giou_aux_0: 0.5970 (0.5849)  loss_giou_aux_1: 0.5956 (0.5657)  loss_giou_aux_2: 0.5840 (0.5602)  loss_giou_aux_3: 0.5921 (0.5579)  loss_giou_aux_4: 0.5947 (0.5570)  loss_giou_aux_5: 0.6716 (0.6669)  loss_giou_dn_0: 0.7211 (0.7064)  loss_giou_dn_1: 0.6221 (0.6022)  loss_giou_dn_2: 0.5959 (0.5775)  loss_giou_dn_3: 0.5887 (0.5691)  loss_giou_dn_4: 0.5891 (0.5667)  loss_giou_dn_5: 0.5901 (0.5667)  loss_vfl: 0.7513 (0.7593)  loss_vfl_aux_0: 0.8908 (0.9010)  loss_vfl_aux_1: 0.8183 (0.8485)  loss_vfl_aux_2: 0.7577 (0.7964)  loss_vfl_aux_3: 0.7495 (0.7703)  loss_vfl_aux_4: 0.7434 (0.7611)  loss_vfl_aux_5: 0.8529 (0.8766)  loss_vfl_dn_0: 0.4837 (0.4858)  loss_vfl_dn_1: 0.4341 (0.4389)  loss_vfl_dn_2: 0.4183 (0.4210)  loss_vfl_dn_3: 0.4130 (0.4135)  loss_vfl_dn_4: 0.4098 (0.4107)  loss_vfl_dn_5: 0.4105 (0.4103)  time: 0.4588  data: 0.0144  max mem: 5653
Epoch: [7]  [2200/7393]  eta: 0:41:42  lr: 0.000010  loss: 18.9545 (19.0052)  loss_bbox: 0.1839 (0.1895)  loss_bbox_aux_0: 0.2024 (0.2043)  loss_bbox_aux_1: 0.1933 (0.1943)  loss_bbox_aux_2: 0.1913 (0.1910)  loss_bbox_aux_3: 0.1818 (0.1898)  loss_bbox_aux_4: 0.1812 (0.1897)  loss_bbox_aux_5: 0.2401 (0.2513)  loss_bbox_dn_0: 0.3285 (0.3532)  loss_bbox_dn_1: 0.2472 (0.2832)  loss_bbox_dn_2: 0.2287 (0.2648)  loss_bbox_dn_3: 0.2205 (0.2567)  loss_bbox_dn_4: 0.2182 (0.2538)  loss_bbox_dn_5: 0.2184 (0.2535)  loss_giou: 0.5833 (0.5567)  loss_giou_aux_0: 0.6055 (0.5850)  loss_giou_aux_1: 0.5798 (0.5658)  loss_giou_aux_2: 0.5867 (0.5602)  loss_giou_aux_3: 0.5950 (0.5580)  loss_giou_aux_4: 0.5809 (0.5572)  loss_giou_aux_5: 0.6832 (0.6668)  loss_giou_dn_0: 0.7317 (0.7064)  loss_giou_dn_1: 0.6189 (0.6022)  loss_giou_dn_2: 0.5911 (0.5775)  loss_giou_dn_3: 0.5851 (0.5691)  loss_giou_dn_4: 0.5841 (0.5666)  loss_giou_dn_5: 0.5837 (0.5667)  loss_vfl: 0.7441 (0.7589)  loss_vfl_aux_0: 0.8758 (0.9010)  loss_vfl_aux_1: 0.8463 (0.8484)  loss_vfl_aux_2: 0.7805 (0.7964)  loss_vfl_aux_3: 0.7503 (0.7700)  loss_vfl_aux_4: 0.7496 (0.7608)  loss_vfl_aux_5: 0.8713 (0.8767)  loss_vfl_dn_0: 0.4802 (0.4857)  loss_vfl_dn_1: 0.4339 (0.4388)  loss_vfl_dn_2: 0.4222 (0.4209)  loss_vfl_dn_3: 0.4149 (0.4134)  loss_vfl_dn_4: 0.4115 (0.4106)  loss_vfl_dn_5: 0.4124 (0.4102)  time: 0.4699  data: 0.0146  max mem: 5653
Epoch: [7]  [2300/7393]  eta: 0:40:51  lr: 0.000010  loss: 18.6531 (19.0050)  loss_bbox: 0.1850 (0.1893)  loss_bbox_aux_0: 0.2049 (0.2042)  loss_bbox_aux_1: 0.1921 (0.1941)  loss_bbox_aux_2: 0.1843 (0.1907)  loss_bbox_aux_3: 0.1812 (0.1897)  loss_bbox_aux_4: 0.1873 (0.1895)  loss_bbox_aux_5: 0.2386 (0.2510)  loss_bbox_dn_0: 0.3233 (0.3527)  loss_bbox_dn_1: 0.2632 (0.2827)  loss_bbox_dn_2: 0.2506 (0.2644)  loss_bbox_dn_3: 0.2443 (0.2562)  loss_bbox_dn_4: 0.2407 (0.2533)  loss_bbox_dn_5: 0.2412 (0.2531)  loss_giou: 0.5566 (0.5573)  loss_giou_aux_0: 0.5905 (0.5855)  loss_giou_aux_1: 0.5692 (0.5663)  loss_giou_aux_2: 0.5734 (0.5607)  loss_giou_aux_3: 0.5572 (0.5586)  loss_giou_aux_4: 0.5526 (0.5577)  loss_giou_aux_5: 0.6753 (0.6675)  loss_giou_dn_0: 0.7075 (0.7065)  loss_giou_dn_1: 0.6196 (0.6023)  loss_giou_dn_2: 0.5909 (0.5776)  loss_giou_dn_3: 0.5838 (0.5692)  loss_giou_dn_4: 0.5809 (0.5668)  loss_giou_dn_5: 0.5812 (0.5668)  loss_vfl: 0.7538 (0.7587)  loss_vfl_aux_0: 0.8843 (0.9012)  loss_vfl_aux_1: 0.8374 (0.8485)  loss_vfl_aux_2: 0.7818 (0.7966)  loss_vfl_aux_3: 0.7702 (0.7699)  loss_vfl_aux_4: 0.7550 (0.7606)  loss_vfl_aux_5: 0.8237 (0.8761)  loss_vfl_dn_0: 0.4897 (0.4856)  loss_vfl_dn_1: 0.4348 (0.4388)  loss_vfl_dn_2: 0.4128 (0.4209)  loss_vfl_dn_3: 0.4080 (0.4133)  loss_vfl_dn_4: 0.4058 (0.4106)  loss_vfl_dn_5: 0.4041 (0.4102)  time: 0.4760  data: 0.0145  max mem: 5653
Epoch: [7]  [2400/7393]  eta: 0:40:13  lr: 0.000010  loss: 19.4973 (19.0100)  loss_bbox: 0.1839 (0.1896)  loss_bbox_aux_0: 0.1945 (0.2045)  loss_bbox_aux_1: 0.1874 (0.1945)  loss_bbox_aux_2: 0.1844 (0.1910)  loss_bbox_aux_3: 0.1888 (0.1899)  loss_bbox_aux_4: 0.1897 (0.1898)  loss_bbox_aux_5: 0.2344 (0.2512)  loss_bbox_dn_0: 0.3330 (0.3528)  loss_bbox_dn_1: 0.2670 (0.2829)  loss_bbox_dn_2: 0.2492 (0.2646)  loss_bbox_dn_3: 0.2418 (0.2565)  loss_bbox_dn_4: 0.2349 (0.2536)  loss_bbox_dn_5: 0.2344 (0.2533)  loss_giou: 0.5805 (0.5575)  loss_giou_aux_0: 0.6144 (0.5857)  loss_giou_aux_1: 0.6034 (0.5665)  loss_giou_aux_2: 0.5781 (0.5608)  loss_giou_aux_3: 0.5862 (0.5587)  loss_giou_aux_4: 0.5798 (0.5579)  loss_giou_aux_5: 0.6714 (0.6677)  loss_giou_dn_0: 0.7246 (0.7066)  loss_giou_dn_1: 0.6188 (0.6024)  loss_giou_dn_2: 0.5942 (0.5777)  loss_giou_dn_3: 0.5859 (0.5693)  loss_giou_dn_4: 0.5855 (0.5669)  loss_giou_dn_5: 0.5857 (0.5669)  loss_vfl: 0.7521 (0.7586)  loss_vfl_aux_0: 0.9159 (0.9013)  loss_vfl_aux_1: 0.8572 (0.8485)  loss_vfl_aux_2: 0.8099 (0.7966)  loss_vfl_aux_3: 0.7664 (0.7700)  loss_vfl_aux_4: 0.7745 (0.7606)  loss_vfl_aux_5: 0.8680 (0.8757)  loss_vfl_dn_0: 0.4865 (0.4856)  loss_vfl_dn_1: 0.4424 (0.4388)  loss_vfl_dn_2: 0.4171 (0.4209)  loss_vfl_dn_3: 0.4090 (0.4134)  loss_vfl_dn_4: 0.4081 (0.4106)  loss_vfl_dn_5: 0.4071 (0.4103)  time: 0.4726  data: 0.0150  max mem: 5653
Epoch: [7]  [2500/7393]  eta: 0:39:22  lr: 0.000010  loss: 18.8978 (18.9994)  loss_bbox: 0.1837 (0.1894)  loss_bbox_aux_0: 0.1930 (0.2042)  loss_bbox_aux_1: 0.1821 (0.1943)  loss_bbox_aux_2: 0.1808 (0.1907)  loss_bbox_aux_3: 0.1743 (0.1897)  loss_bbox_aux_4: 0.1790 (0.1896)  loss_bbox_aux_5: 0.2293 (0.2510)  loss_bbox_dn_0: 0.3117 (0.3525)  loss_bbox_dn_1: 0.2474 (0.2824)  loss_bbox_dn_2: 0.2333 (0.2641)  loss_bbox_dn_3: 0.2248 (0.2559)  loss_bbox_dn_4: 0.2211 (0.2530)  loss_bbox_dn_5: 0.2209 (0.2527)  loss_giou: 0.5610 (0.5572)  loss_giou_aux_0: 0.5772 (0.5855)  loss_giou_aux_1: 0.5751 (0.5662)  loss_giou_aux_2: 0.5641 (0.5606)  loss_giou_aux_3: 0.5636 (0.5584)  loss_giou_aux_4: 0.5583 (0.5576)  loss_giou_aux_5: 0.6419 (0.6674)  loss_giou_dn_0: 0.7179 (0.7066)  loss_giou_dn_1: 0.5987 (0.6023)  loss_giou_dn_2: 0.5784 (0.5776)  loss_giou_dn_3: 0.5757 (0.5692)  loss_giou_dn_4: 0.5760 (0.5667)  loss_giou_dn_5: 0.5760 (0.5668)  loss_vfl: 0.7349 (0.7583)  loss_vfl_aux_0: 0.9005 (0.9011)  loss_vfl_aux_1: 0.8194 (0.8480)  loss_vfl_aux_2: 0.7528 (0.7963)  loss_vfl_aux_3: 0.7328 (0.7699)  loss_vfl_aux_4: 0.7268 (0.7603)  loss_vfl_aux_5: 0.8581 (0.8756)  loss_vfl_dn_0: 0.4803 (0.4855)  loss_vfl_dn_1: 0.4320 (0.4386)  loss_vfl_dn_2: 0.4128 (0.4207)  loss_vfl_dn_3: 0.4035 (0.4132)  loss_vfl_dn_4: 0.4047 (0.4104)  loss_vfl_dn_5: 0.4029 (0.4101)  time: 0.4720  data: 0.0141  max mem: 5653
Epoch: [7]  [2600/7393]  eta: 0:38:32  lr: 0.000010  loss: 19.1769 (18.9967)  loss_bbox: 0.1914 (0.1893)  loss_bbox_aux_0: 0.2001 (0.2040)  loss_bbox_aux_1: 0.1861 (0.1941)  loss_bbox_aux_2: 0.1877 (0.1906)  loss_bbox_aux_3: 0.1855 (0.1895)  loss_bbox_aux_4: 0.1937 (0.1894)  loss_bbox_aux_5: 0.2616 (0.2509)  loss_bbox_dn_0: 0.3658 (0.3523)  loss_bbox_dn_1: 0.2932 (0.2822)  loss_bbox_dn_2: 0.2814 (0.2639)  loss_bbox_dn_3: 0.2688 (0.2558)  loss_bbox_dn_4: 0.2618 (0.2528)  loss_bbox_dn_5: 0.2598 (0.2526)  loss_giou: 0.5400 (0.5567)  loss_giou_aux_0: 0.5483 (0.5850)  loss_giou_aux_1: 0.5382 (0.5657)  loss_giou_aux_2: 0.5233 (0.5601)  loss_giou_aux_3: 0.5343 (0.5579)  loss_giou_aux_4: 0.5380 (0.5571)  loss_giou_aux_5: 0.6377 (0.6670)  loss_giou_dn_0: 0.7220 (0.7064)  loss_giou_dn_1: 0.5984 (0.6022)  loss_giou_dn_2: 0.5709 (0.5774)  loss_giou_dn_3: 0.5690 (0.5691)  loss_giou_dn_4: 0.5650 (0.5666)  loss_giou_dn_5: 0.5649 (0.5666)  loss_vfl: 0.7658 (0.7588)  loss_vfl_aux_0: 0.9011 (0.9015)  loss_vfl_aux_1: 0.8687 (0.8488)  loss_vfl_aux_2: 0.7862 (0.7969)  loss_vfl_aux_3: 0.7691 (0.7703)  loss_vfl_aux_4: 0.7668 (0.7609)  loss_vfl_aux_5: 0.8726 (0.8758)  loss_vfl_dn_0: 0.4857 (0.4856)  loss_vfl_dn_1: 0.4379 (0.4386)  loss_vfl_dn_2: 0.4174 (0.4207)  loss_vfl_dn_3: 0.4115 (0.4132)  loss_vfl_dn_4: 0.4064 (0.4104)  loss_vfl_dn_5: 0.4092 (0.4100)  time: 0.4695  data: 0.0144  max mem: 5653
Epoch: [7]  [2700/7393]  eta: 0:37:43  lr: 0.000010  loss: 19.2278 (18.9984)  loss_bbox: 0.1838 (0.1894)  loss_bbox_aux_0: 0.1885 (0.2041)  loss_bbox_aux_1: 0.1737 (0.1940)  loss_bbox_aux_2: 0.1796 (0.1906)  loss_bbox_aux_3: 0.1798 (0.1896)  loss_bbox_aux_4: 0.1786 (0.1895)  loss_bbox_aux_5: 0.2290 (0.2510)  loss_bbox_dn_0: 0.3303 (0.3526)  loss_bbox_dn_1: 0.2563 (0.2825)  loss_bbox_dn_2: 0.2409 (0.2642)  loss_bbox_dn_3: 0.2322 (0.2560)  loss_bbox_dn_4: 0.2322 (0.2531)  loss_bbox_dn_5: 0.2320 (0.2528)  loss_giou: 0.5121 (0.5565)  loss_giou_aux_0: 0.5256 (0.5848)  loss_giou_aux_1: 0.5216 (0.5655)  loss_giou_aux_2: 0.5138 (0.5599)  loss_giou_aux_3: 0.5092 (0.5577)  loss_giou_aux_4: 0.5051 (0.5569)  loss_giou_aux_5: 0.6289 (0.6667)  loss_giou_dn_0: 0.7169 (0.7063)  loss_giou_dn_1: 0.6091 (0.6021)  loss_giou_dn_2: 0.5826 (0.5773)  loss_giou_dn_3: 0.5740 (0.5690)  loss_giou_dn_4: 0.5685 (0.5665)  loss_giou_dn_5: 0.5686 (0.5665)  loss_vfl: 0.7933 (0.7591)  loss_vfl_aux_0: 0.9003 (0.9016)  loss_vfl_aux_1: 0.8562 (0.8490)  loss_vfl_aux_2: 0.7648 (0.7972)  loss_vfl_aux_3: 0.7738 (0.7707)  loss_vfl_aux_4: 0.7907 (0.7612)  loss_vfl_aux_5: 0.8657 (0.8759)  loss_vfl_dn_0: 0.4863 (0.4857)  loss_vfl_dn_1: 0.4400 (0.4386)  loss_vfl_dn_2: 0.4204 (0.4207)  loss_vfl_dn_3: 0.4145 (0.4132)  loss_vfl_dn_4: 0.4121 (0.4105)  loss_vfl_dn_5: 0.4113 (0.4101)  time: 0.4824  data: 0.0151  max mem: 5653
Epoch: [7]  [2800/7393]  eta: 0:37:00  lr: 0.000010  loss: 19.1414 (18.9934)  loss_bbox: 0.1893 (0.1894)  loss_bbox_aux_0: 0.2166 (0.2040)  loss_bbox_aux_1: 0.1905 (0.1940)  loss_bbox_aux_2: 0.1920 (0.1907)  loss_bbox_aux_3: 0.1918 (0.1896)  loss_bbox_aux_4: 0.1895 (0.1895)  loss_bbox_aux_5: 0.2530 (0.2510)  loss_bbox_dn_0: 0.3796 (0.3526)  loss_bbox_dn_1: 0.3031 (0.2826)  loss_bbox_dn_2: 0.2868 (0.2642)  loss_bbox_dn_3: 0.2694 (0.2561)  loss_bbox_dn_4: 0.2659 (0.2531)  loss_bbox_dn_5: 0.2653 (0.2529)  loss_giou: 0.4967 (0.5559)  loss_giou_aux_0: 0.5214 (0.5842)  loss_giou_aux_1: 0.5046 (0.5649)  loss_giou_aux_2: 0.5049 (0.5594)  loss_giou_aux_3: 0.5034 (0.5571)  loss_giou_aux_4: 0.4981 (0.5562)  loss_giou_aux_5: 0.5988 (0.6662)  loss_giou_dn_0: 0.6780 (0.7060)  loss_giou_dn_1: 0.5561 (0.6018)  loss_giou_dn_2: 0.5335 (0.5770)  loss_giou_dn_3: 0.5245 (0.5686)  loss_giou_dn_4: 0.5225 (0.5661)  loss_giou_dn_5: 0.5216 (0.5661)  loss_vfl: 0.7670 (0.7593)  loss_vfl_aux_0: 0.9328 (0.9018)  loss_vfl_aux_1: 0.8904 (0.8492)  loss_vfl_aux_2: 0.8070 (0.7972)  loss_vfl_aux_3: 0.7757 (0.7709)  loss_vfl_aux_4: 0.7744 (0.7615)  loss_vfl_aux_5: 0.8844 (0.8759)  loss_vfl_dn_0: 0.4873 (0.4856)  loss_vfl_dn_1: 0.4425 (0.4386)  loss_vfl_dn_2: 0.4241 (0.4207)  loss_vfl_dn_3: 0.4166 (0.4132)  loss_vfl_dn_4: 0.4124 (0.4104)  loss_vfl_dn_5: 0.4108 (0.4101)  time: 0.4800  data: 0.0137  max mem: 5653
Epoch: [7]  [2900/7393]  eta: 0:36:10  lr: 0.000010  loss: 18.8238 (19.0006)  loss_bbox: 0.1828 (0.1896)  loss_bbox_aux_0: 0.1952 (0.2041)  loss_bbox_aux_1: 0.1828 (0.1941)  loss_bbox_aux_2: 0.1812 (0.1909)  loss_bbox_aux_3: 0.1811 (0.1898)  loss_bbox_aux_4: 0.1827 (0.1897)  loss_bbox_aux_5: 0.2362 (0.2512)  loss_bbox_dn_0: 0.2924 (0.3528)  loss_bbox_dn_1: 0.2380 (0.2828)  loss_bbox_dn_2: 0.2298 (0.2645)  loss_bbox_dn_3: 0.2280 (0.2563)  loss_bbox_dn_4: 0.2252 (0.2534)  loss_bbox_dn_5: 0.2249 (0.2532)  loss_giou: 0.5585 (0.5565)  loss_giou_aux_0: 0.5919 (0.5847)  loss_giou_aux_1: 0.5830 (0.5654)  loss_giou_aux_2: 0.5609 (0.5599)  loss_giou_aux_3: 0.5468 (0.5577)  loss_giou_aux_4: 0.5600 (0.5568)  loss_giou_aux_5: 0.7011 (0.6666)  loss_giou_dn_0: 0.7099 (0.7063)  loss_giou_dn_1: 0.6145 (0.6021)  loss_giou_dn_2: 0.5927 (0.5773)  loss_giou_dn_3: 0.5823 (0.5689)  loss_giou_dn_4: 0.5787 (0.5664)  loss_giou_dn_5: 0.5785 (0.5664)  loss_vfl: 0.6959 (0.7590)  loss_vfl_aux_0: 0.8292 (0.9017)  loss_vfl_aux_1: 0.7922 (0.8491)  loss_vfl_aux_2: 0.7376 (0.7971)  loss_vfl_aux_3: 0.7315 (0.7707)  loss_vfl_aux_4: 0.7059 (0.7612)  loss_vfl_aux_5: 0.7987 (0.8756)  loss_vfl_dn_0: 0.4751 (0.4856)  loss_vfl_dn_1: 0.4389 (0.4386)  loss_vfl_dn_2: 0.4220 (0.4207)  loss_vfl_dn_3: 0.4172 (0.4132)  loss_vfl_dn_4: 0.4184 (0.4105)  loss_vfl_dn_5: 0.4163 (0.4101)  time: 0.4865  data: 0.0138  max mem: 5653
Epoch: [7]  [3000/7393]  eta: 0:35:28  lr: 0.000010  loss: 18.6112 (18.9999)  loss_bbox: 0.1900 (0.1897)  loss_bbox_aux_0: 0.2048 (0.2041)  loss_bbox_aux_1: 0.1994 (0.1940)  loss_bbox_aux_2: 0.1984 (0.1909)  loss_bbox_aux_3: 0.1946 (0.1899)  loss_bbox_aux_4: 0.1924 (0.1898)  loss_bbox_aux_5: 0.2528 (0.2511)  loss_bbox_dn_0: 0.3555 (0.3529)  loss_bbox_dn_1: 0.2770 (0.2830)  loss_bbox_dn_2: 0.2641 (0.2647)  loss_bbox_dn_3: 0.2501 (0.2565)  loss_bbox_dn_4: 0.2491 (0.2536)  loss_bbox_dn_5: 0.2488 (0.2533)  loss_giou: 0.4753 (0.5563)  loss_giou_aux_0: 0.4999 (0.5844)  loss_giou_aux_1: 0.4911 (0.5651)  loss_giou_aux_2: 0.4735 (0.5597)  loss_giou_aux_3: 0.4767 (0.5575)  loss_giou_aux_4: 0.4763 (0.5566)  loss_giou_aux_5: 0.5966 (0.6662)  loss_giou_dn_0: 0.6736 (0.7063)  loss_giou_dn_1: 0.5729 (0.6021)  loss_giou_dn_2: 0.5486 (0.5774)  loss_giou_dn_3: 0.5438 (0.5690)  loss_giou_dn_4: 0.5429 (0.5665)  loss_giou_dn_5: 0.5430 (0.5665)  loss_vfl: 0.7330 (0.7590)  loss_vfl_aux_0: 0.8941 (0.9017)  loss_vfl_aux_1: 0.8467 (0.8493)  loss_vfl_aux_2: 0.7890 (0.7971)  loss_vfl_aux_3: 0.7488 (0.7705)  loss_vfl_aux_4: 0.7415 (0.7612)  loss_vfl_aux_5: 0.8961 (0.8758)  loss_vfl_dn_0: 0.4840 (0.4855)  loss_vfl_dn_1: 0.4301 (0.4385)  loss_vfl_dn_2: 0.4116 (0.4207)  loss_vfl_dn_3: 0.4048 (0.4132)  loss_vfl_dn_4: 0.4018 (0.4104)  loss_vfl_dn_5: 0.3975 (0.4101)  time: 0.4816  data: 0.0141  max mem: 5653
Epoch: [7]  [3100/7393]  eta: 0:34:37  lr: 0.000010  loss: 19.2031 (19.0040)  loss_bbox: 0.1741 (0.1897)  loss_bbox_aux_0: 0.1955 (0.2041)  loss_bbox_aux_1: 0.1827 (0.1941)  loss_bbox_aux_2: 0.1794 (0.1910)  loss_bbox_aux_3: 0.1819 (0.1900)  loss_bbox_aux_4: 0.1846 (0.1898)  loss_bbox_aux_5: 0.2307 (0.2511)  loss_bbox_dn_0: 0.3421 (0.3529)  loss_bbox_dn_1: 0.2741 (0.2830)  loss_bbox_dn_2: 0.2549 (0.2647)  loss_bbox_dn_3: 0.2474 (0.2565)  loss_bbox_dn_4: 0.2441 (0.2536)  loss_bbox_dn_5: 0.2430 (0.2533)  loss_giou: 0.5802 (0.5567)  loss_giou_aux_0: 0.6040 (0.5848)  loss_giou_aux_1: 0.6018 (0.5654)  loss_giou_aux_2: 0.5923 (0.5601)  loss_giou_aux_3: 0.5798 (0.5579)  loss_giou_aux_4: 0.5782 (0.5570)  loss_giou_aux_5: 0.6873 (0.6665)  loss_giou_dn_0: 0.7241 (0.7065)  loss_giou_dn_1: 0.6235 (0.6023)  loss_giou_dn_2: 0.5996 (0.5775)  loss_giou_dn_3: 0.5887 (0.5691)  loss_giou_dn_4: 0.5847 (0.5666)  loss_giou_dn_5: 0.5842 (0.5667)  loss_vfl: 0.7656 (0.7591)  loss_vfl_aux_0: 0.8857 (0.9015)  loss_vfl_aux_1: 0.8394 (0.8492)  loss_vfl_aux_2: 0.7990 (0.7970)  loss_vfl_aux_3: 0.7694 (0.7706)  loss_vfl_aux_4: 0.7626 (0.7612)  loss_vfl_aux_5: 0.8729 (0.8759)  loss_vfl_dn_0: 0.4867 (0.4856)  loss_vfl_dn_1: 0.4410 (0.4386)  loss_vfl_dn_2: 0.4227 (0.4207)  loss_vfl_dn_3: 0.4189 (0.4132)  loss_vfl_dn_4: 0.4171 (0.4105)  loss_vfl_dn_5: 0.4155 (0.4101)  time: 0.4685  data: 0.0138  max mem: 5653
Epoch: [7]  [3200/7393]  eta: 0:33:47  lr: 0.000010  loss: 19.8028 (19.0034)  loss_bbox: 0.1902 (0.1897)  loss_bbox_aux_0: 0.1980 (0.2041)  loss_bbox_aux_1: 0.1878 (0.1940)  loss_bbox_aux_2: 0.1794 (0.1910)  loss_bbox_aux_3: 0.1893 (0.1900)  loss_bbox_aux_4: 0.1899 (0.1898)  loss_bbox_aux_5: 0.2431 (0.2511)  loss_bbox_dn_0: 0.3447 (0.3528)  loss_bbox_dn_1: 0.2716 (0.2829)  loss_bbox_dn_2: 0.2521 (0.2646)  loss_bbox_dn_3: 0.2402 (0.2565)  loss_bbox_dn_4: 0.2366 (0.2535)  loss_bbox_dn_5: 0.2364 (0.2533)  loss_giou: 0.5833 (0.5568)  loss_giou_aux_0: 0.6049 (0.5849)  loss_giou_aux_1: 0.5913 (0.5655)  loss_giou_aux_2: 0.5866 (0.5602)  loss_giou_aux_3: 0.5861 (0.5579)  loss_giou_aux_4: 0.5823 (0.5571)  loss_giou_aux_5: 0.6915 (0.6666)  loss_giou_dn_0: 0.7556 (0.7065)  loss_giou_dn_1: 0.6571 (0.6023)  loss_giou_dn_2: 0.6374 (0.5775)  loss_giou_dn_3: 0.6259 (0.5691)  loss_giou_dn_4: 0.6229 (0.5666)  loss_giou_dn_5: 0.6227 (0.5666)  loss_vfl: 0.7278 (0.7590)  loss_vfl_aux_0: 0.8573 (0.9013)  loss_vfl_aux_1: 0.8247 (0.8492)  loss_vfl_aux_2: 0.7623 (0.7969)  loss_vfl_aux_3: 0.7414 (0.7706)  loss_vfl_aux_4: 0.7249 (0.7612)  loss_vfl_aux_5: 0.8154 (0.8755)  loss_vfl_dn_0: 0.4854 (0.4856)  loss_vfl_dn_1: 0.4369 (0.4386)  loss_vfl_dn_2: 0.4237 (0.4207)  loss_vfl_dn_3: 0.4161 (0.4132)  loss_vfl_dn_4: 0.4130 (0.4105)  loss_vfl_dn_5: 0.4117 (0.4101)  time: 0.4847  data: 0.0148  max mem: 5653
Epoch: [7]  [3300/7393]  eta: 0:33:03  lr: 0.000010  loss: 19.1174 (19.0016)  loss_bbox: 0.1937 (0.1897)  loss_bbox_aux_0: 0.2072 (0.2040)  loss_bbox_aux_1: 0.1993 (0.1939)  loss_bbox_aux_2: 0.1967 (0.1909)  loss_bbox_aux_3: 0.1980 (0.1899)  loss_bbox_aux_4: 0.1916 (0.1898)  loss_bbox_aux_5: 0.2512 (0.2510)  loss_bbox_dn_0: 0.3535 (0.3530)  loss_bbox_dn_1: 0.2809 (0.2831)  loss_bbox_dn_2: 0.2647 (0.2648)  loss_bbox_dn_3: 0.2525 (0.2566)  loss_bbox_dn_4: 0.2478 (0.2537)  loss_bbox_dn_5: 0.2480 (0.2534)  loss_giou: 0.5609 (0.5565)  loss_giou_aux_0: 0.5894 (0.5846)  loss_giou_aux_1: 0.5858 (0.5653)  loss_giou_aux_2: 0.5619 (0.5599)  loss_giou_aux_3: 0.5609 (0.5576)  loss_giou_aux_4: 0.5715 (0.5569)  loss_giou_aux_5: 0.6746 (0.6664)  loss_giou_dn_0: 0.7224 (0.7063)  loss_giou_dn_1: 0.6213 (0.6021)  loss_giou_dn_2: 0.5971 (0.5773)  loss_giou_dn_3: 0.5844 (0.5689)  loss_giou_dn_4: 0.5808 (0.5664)  loss_giou_dn_5: 0.5810 (0.5664)  loss_vfl: 0.7301 (0.7592)  loss_vfl_aux_0: 0.9082 (0.9015)  loss_vfl_aux_1: 0.8441 (0.8495)  loss_vfl_aux_2: 0.7958 (0.7972)  loss_vfl_aux_3: 0.7444 (0.7709)  loss_vfl_aux_4: 0.7380 (0.7614)  loss_vfl_aux_5: 0.8432 (0.8757)  loss_vfl_dn_0: 0.4786 (0.4856)  loss_vfl_dn_1: 0.4265 (0.4384)  loss_vfl_dn_2: 0.4096 (0.4205)  loss_vfl_dn_3: 0.4026 (0.4130)  loss_vfl_dn_4: 0.4014 (0.4103)  loss_vfl_dn_5: 0.4002 (0.4100)  time: 0.7020  data: 0.0149  max mem: 5653
Epoch: [7]  [3400/7393]  eta: 0:32:13  lr: 0.000010  loss: 19.2541 (19.0016)  loss_bbox: 0.1781 (0.1896)  loss_bbox_aux_0: 0.2015 (0.2040)  loss_bbox_aux_1: 0.1919 (0.1939)  loss_bbox_aux_2: 0.1864 (0.1909)  loss_bbox_aux_3: 0.1803 (0.1899)  loss_bbox_aux_4: 0.1777 (0.1898)  loss_bbox_aux_5: 0.2557 (0.2511)  loss_bbox_dn_0: 0.3676 (0.3535)  loss_bbox_dn_1: 0.2921 (0.2835)  loss_bbox_dn_2: 0.2811 (0.2651)  loss_bbox_dn_3: 0.2670 (0.2569)  loss_bbox_dn_4: 0.2615 (0.2540)  loss_bbox_dn_5: 0.2608 (0.2537)  loss_giou: 0.5235 (0.5560)  loss_giou_aux_0: 0.5518 (0.5841)  loss_giou_aux_1: 0.5286 (0.5647)  loss_giou_aux_2: 0.5200 (0.5594)  loss_giou_aux_3: 0.5213 (0.5571)  loss_giou_aux_4: 0.5214 (0.5564)  loss_giou_aux_5: 0.6375 (0.6659)  loss_giou_dn_0: 0.6867 (0.7060)  loss_giou_dn_1: 0.5823 (0.6018)  loss_giou_dn_2: 0.5612 (0.5770)  loss_giou_dn_3: 0.5507 (0.5686)  loss_giou_dn_4: 0.5509 (0.5661)  loss_giou_dn_5: 0.5506 (0.5661)  loss_vfl: 0.7473 (0.7597)  loss_vfl_aux_0: 0.9238 (0.9019)  loss_vfl_aux_1: 0.8567 (0.8501)  loss_vfl_aux_2: 0.7682 (0.7977)  loss_vfl_aux_3: 0.7715 (0.7713)  loss_vfl_aux_4: 0.7530 (0.7618)  loss_vfl_aux_5: 0.8889 (0.8760)  loss_vfl_dn_0: 0.4894 (0.4857)  loss_vfl_dn_1: 0.4381 (0.4385)  loss_vfl_dn_2: 0.4206 (0.4206)  loss_vfl_dn_3: 0.4148 (0.4130)  loss_vfl_dn_4: 0.4097 (0.4103)  loss_vfl_dn_5: 0.4099 (0.4100)  time: 0.4573  data: 0.0141  max mem: 5653
Epoch: [7]  [3500/7393]  eta: 0:31:23  lr: 0.000010  loss: 19.0638 (19.0016)  loss_bbox: 0.2038 (0.1899)  loss_bbox_aux_0: 0.2350 (0.2043)  loss_bbox_aux_1: 0.2163 (0.1941)  loss_bbox_aux_2: 0.2146 (0.1911)  loss_bbox_aux_3: 0.2097 (0.1901)  loss_bbox_aux_4: 0.2035 (0.1900)  loss_bbox_aux_5: 0.2857 (0.2515)  loss_bbox_dn_0: 0.4191 (0.3542)  loss_bbox_dn_1: 0.3234 (0.2840)  loss_bbox_dn_2: 0.3041 (0.2656)  loss_bbox_dn_3: 0.2847 (0.2574)  loss_bbox_dn_4: 0.2814 (0.2545)  loss_bbox_dn_5: 0.2808 (0.2542)  loss_giou: 0.4722 (0.5555)  loss_giou_aux_0: 0.5152 (0.5837)  loss_giou_aux_1: 0.4946 (0.5643)  loss_giou_aux_2: 0.4785 (0.5589)  loss_giou_aux_3: 0.4754 (0.5566)  loss_giou_aux_4: 0.4706 (0.5559)  loss_giou_aux_5: 0.5957 (0.6655)  loss_giou_dn_0: 0.6613 (0.7056)  loss_giou_dn_1: 0.5523 (0.6014)  loss_giou_dn_2: 0.5243 (0.5766)  loss_giou_dn_3: 0.5158 (0.5681)  loss_giou_dn_4: 0.5131 (0.5656)  loss_giou_dn_5: 0.5135 (0.5657)  loss_vfl: 0.7683 (0.7596)  loss_vfl_aux_0: 0.9406 (0.9024)  loss_vfl_aux_1: 0.8681 (0.8503)  loss_vfl_aux_2: 0.8310 (0.7977)  loss_vfl_aux_3: 0.7843 (0.7713)  loss_vfl_aux_4: 0.7764 (0.7617)  loss_vfl_aux_5: 0.9150 (0.8764)  loss_vfl_dn_0: 0.4833 (0.4858)  loss_vfl_dn_1: 0.4380 (0.4384)  loss_vfl_dn_2: 0.4196 (0.4205)  loss_vfl_dn_3: 0.4128 (0.4130)  loss_vfl_dn_4: 0.4074 (0.4102)  loss_vfl_dn_5: 0.4069 (0.4099)  time: 0.4673  data: 0.0141  max mem: 5653
Epoch: [7]  [3600/7393]  eta: 0:30:33  lr: 0.000010  loss: 18.3957 (19.0024)  loss_bbox: 0.1683 (0.1901)  loss_bbox_aux_0: 0.1855 (0.2045)  loss_bbox_aux_1: 0.1679 (0.1943)  loss_bbox_aux_2: 0.1675 (0.1913)  loss_bbox_aux_3: 0.1667 (0.1903)  loss_bbox_aux_4: 0.1671 (0.1902)  loss_bbox_aux_5: 0.2410 (0.2517)  loss_bbox_dn_0: 0.3210 (0.3545)  loss_bbox_dn_1: 0.2345 (0.2843)  loss_bbox_dn_2: 0.2220 (0.2658)  loss_bbox_dn_3: 0.2169 (0.2576)  loss_bbox_dn_4: 0.2122 (0.2546)  loss_bbox_dn_5: 0.2124 (0.2543)  loss_giou: 0.5061 (0.5554)  loss_giou_aux_0: 0.5574 (0.5836)  loss_giou_aux_1: 0.5423 (0.5643)  loss_giou_aux_2: 0.5130 (0.5588)  loss_giou_aux_3: 0.5077 (0.5565)  loss_giou_aux_4: 0.5056 (0.5558)  loss_giou_aux_5: 0.6300 (0.6653)  loss_giou_dn_0: 0.7060 (0.7055)  loss_giou_dn_1: 0.6009 (0.6014)  loss_giou_dn_2: 0.5770 (0.5765)  loss_giou_dn_3: 0.5722 (0.5681)  loss_giou_dn_4: 0.5702 (0.5655)  loss_giou_dn_5: 0.5700 (0.5656)  loss_vfl: 0.7212 (0.7595)  loss_vfl_aux_0: 0.8704 (0.9022)  loss_vfl_aux_1: 0.7926 (0.8501)  loss_vfl_aux_2: 0.7575 (0.7976)  loss_vfl_aux_3: 0.7421 (0.7712)  loss_vfl_aux_4: 0.7350 (0.7617)  loss_vfl_aux_5: 0.8610 (0.8766)  loss_vfl_dn_0: 0.4876 (0.4858)  loss_vfl_dn_1: 0.4292 (0.4384)  loss_vfl_dn_2: 0.4127 (0.4205)  loss_vfl_dn_3: 0.4047 (0.4129)  loss_vfl_dn_4: 0.4035 (0.4102)  loss_vfl_dn_5: 0.4037 (0.4099)  time: 0.4753  data: 0.0136  max mem: 5653
Epoch: [7]  [3700/7393]  eta: 0:29:44  lr: 0.000010  loss: 18.9554 (19.0003)  loss_bbox: 0.1854 (0.1900)  loss_bbox_aux_0: 0.1924 (0.2044)  loss_bbox_aux_1: 0.1790 (0.1942)  loss_bbox_aux_2: 0.1791 (0.1912)  loss_bbox_aux_3: 0.1839 (0.1902)  loss_bbox_aux_4: 0.1838 (0.1901)  loss_bbox_aux_5: 0.2365 (0.2515)  loss_bbox_dn_0: 0.3325 (0.3542)  loss_bbox_dn_1: 0.2654 (0.2841)  loss_bbox_dn_2: 0.2459 (0.2656)  loss_bbox_dn_3: 0.2354 (0.2574)  loss_bbox_dn_4: 0.2365 (0.2544)  loss_bbox_dn_5: 0.2366 (0.2542)  loss_giou: 0.5048 (0.5553)  loss_giou_aux_0: 0.5324 (0.5834)  loss_giou_aux_1: 0.5090 (0.5641)  loss_giou_aux_2: 0.5069 (0.5587)  loss_giou_aux_3: 0.4997 (0.5563)  loss_giou_aux_4: 0.5023 (0.5557)  loss_giou_aux_5: 0.6087 (0.6650)  loss_giou_dn_0: 0.6437 (0.7053)  loss_giou_dn_1: 0.5370 (0.6012)  loss_giou_dn_2: 0.5074 (0.5764)  loss_giou_dn_3: 0.4975 (0.5679)  loss_giou_dn_4: 0.4940 (0.5654)  loss_giou_dn_5: 0.4940 (0.5655)  loss_vfl: 0.7417 (0.7597)  loss_vfl_aux_0: 0.9242 (0.9024)  loss_vfl_aux_1: 0.8349 (0.8502)  loss_vfl_aux_2: 0.7893 (0.7979)  loss_vfl_aux_3: 0.7626 (0.7715)  loss_vfl_aux_4: 0.7537 (0.7619)  loss_vfl_aux_5: 0.9118 (0.8770)  loss_vfl_dn_0: 0.4890 (0.4858)  loss_vfl_dn_1: 0.4388 (0.4384)  loss_vfl_dn_2: 0.4219 (0.4205)  loss_vfl_dn_3: 0.4138 (0.4130)  loss_vfl_dn_4: 0.4095 (0.4102)  loss_vfl_dn_5: 0.4098 (0.4099)  time: 0.4770  data: 0.0142  max mem: 5653
Epoch: [7]  [3800/7393]  eta: 0:28:54  lr: 0.000010  loss: 18.8911 (18.9972)  loss_bbox: 0.1966 (0.1900)  loss_bbox_aux_0: 0.2115 (0.2044)  loss_bbox_aux_1: 0.2073 (0.1942)  loss_bbox_aux_2: 0.2042 (0.1912)  loss_bbox_aux_3: 0.1958 (0.1902)  loss_bbox_aux_4: 0.1997 (0.1901)  loss_bbox_aux_5: 0.2662 (0.2514)  loss_bbox_dn_0: 0.3452 (0.3540)  loss_bbox_dn_1: 0.2745 (0.2839)  loss_bbox_dn_2: 0.2567 (0.2655)  loss_bbox_dn_3: 0.2477 (0.2572)  loss_bbox_dn_4: 0.2465 (0.2543)  loss_bbox_dn_5: 0.2464 (0.2540)  loss_giou: 0.5377 (0.5555)  loss_giou_aux_0: 0.5865 (0.5836)  loss_giou_aux_1: 0.5555 (0.5643)  loss_giou_aux_2: 0.5473 (0.5589)  loss_giou_aux_3: 0.5470 (0.5566)  loss_giou_aux_4: 0.5394 (0.5559)  loss_giou_aux_5: 0.6413 (0.6651)  loss_giou_dn_0: 0.7011 (0.7053)  loss_giou_dn_1: 0.6009 (0.6012)  loss_giou_dn_2: 0.5808 (0.5763)  loss_giou_dn_3: 0.5680 (0.5679)  loss_giou_dn_4: 0.5640 (0.5654)  loss_giou_dn_5: 0.5635 (0.5654)  loss_vfl: 0.7396 (0.7593)  loss_vfl_aux_0: 0.8899 (0.9021)  loss_vfl_aux_1: 0.8153 (0.8496)  loss_vfl_aux_2: 0.7799 (0.7975)  loss_vfl_aux_3: 0.7334 (0.7711)  loss_vfl_aux_4: 0.7301 (0.7615)  loss_vfl_aux_5: 0.8652 (0.8765)  loss_vfl_dn_0: 0.4825 (0.4858)  loss_vfl_dn_1: 0.4371 (0.4384)  loss_vfl_dn_2: 0.4186 (0.4205)  loss_vfl_dn_3: 0.4101 (0.4130)  loss_vfl_dn_4: 0.4065 (0.4102)  loss_vfl_dn_5: 0.4033 (0.4099)  time: 0.4677  data: 0.0140  max mem: 5653
Epoch: [7]  [3900/7393]  eta: 0:28:05  lr: 0.000010  loss: 18.9877 (19.0011)  loss_bbox: 0.1798 (0.1899)  loss_bbox_aux_0: 0.1844 (0.2043)  loss_bbox_aux_1: 0.1762 (0.1941)  loss_bbox_aux_2: 0.1768 (0.1911)  loss_bbox_aux_3: 0.1762 (0.1901)  loss_bbox_aux_4: 0.1757 (0.1900)  loss_bbox_aux_5: 0.2290 (0.2513)  loss_bbox_dn_0: 0.3106 (0.3536)  loss_bbox_dn_1: 0.2456 (0.2836)  loss_bbox_dn_2: 0.2348 (0.2651)  loss_bbox_dn_3: 0.2272 (0.2569)  loss_bbox_dn_4: 0.2268 (0.2540)  loss_bbox_dn_5: 0.2264 (0.2537)  loss_giou: 0.5392 (0.5562)  loss_giou_aux_0: 0.5487 (0.5842)  loss_giou_aux_1: 0.5452 (0.5650)  loss_giou_aux_2: 0.5409 (0.5596)  loss_giou_aux_3: 0.5380 (0.5572)  loss_giou_aux_4: 0.5388 (0.5566)  loss_giou_aux_5: 0.6645 (0.6658)  loss_giou_dn_0: 0.7101 (0.7056)  loss_giou_dn_1: 0.6061 (0.6016)  loss_giou_dn_2: 0.5835 (0.5767)  loss_giou_dn_3: 0.5755 (0.5683)  loss_giou_dn_4: 0.5721 (0.5658)  loss_giou_dn_5: 0.5718 (0.5658)  loss_vfl: 0.7405 (0.7593)  loss_vfl_aux_0: 0.8790 (0.9021)  loss_vfl_aux_1: 0.8539 (0.8496)  loss_vfl_aux_2: 0.7940 (0.7975)  loss_vfl_aux_3: 0.7661 (0.7710)  loss_vfl_aux_4: 0.7468 (0.7615)  loss_vfl_aux_5: 0.8559 (0.8761)  loss_vfl_dn_0: 0.4797 (0.4858)  loss_vfl_dn_1: 0.4334 (0.4384)  loss_vfl_dn_2: 0.4139 (0.4205)  loss_vfl_dn_3: 0.4069 (0.4130)  loss_vfl_dn_4: 0.4040 (0.4103)  loss_vfl_dn_5: 0.4041 (0.4099)  time: 0.4802  data: 0.0142  max mem: 5653
Epoch: [7]  [4000/7393]  eta: 0:27:16  lr: 0.000010  loss: 18.9524 (19.0027)  loss_bbox: 0.1899 (0.1899)  loss_bbox_aux_0: 0.2006 (0.2043)  loss_bbox_aux_1: 0.1811 (0.1941)  loss_bbox_aux_2: 0.1879 (0.1911)  loss_bbox_aux_3: 0.1865 (0.1901)  loss_bbox_aux_4: 0.1946 (0.1900)  loss_bbox_aux_5: 0.2190 (0.2512)  loss_bbox_dn_0: 0.3036 (0.3536)  loss_bbox_dn_1: 0.2393 (0.2835)  loss_bbox_dn_2: 0.2235 (0.2651)  loss_bbox_dn_3: 0.2138 (0.2569)  loss_bbox_dn_4: 0.2119 (0.2540)  loss_bbox_dn_5: 0.2116 (0.2537)  loss_giou: 0.5226 (0.5562)  loss_giou_aux_0: 0.5586 (0.5843)  loss_giou_aux_1: 0.5353 (0.5651)  loss_giou_aux_2: 0.5253 (0.5596)  loss_giou_aux_3: 0.5278 (0.5573)  loss_giou_aux_4: 0.5227 (0.5566)  loss_giou_aux_5: 0.6193 (0.6658)  loss_giou_dn_0: 0.6913 (0.7056)  loss_giou_dn_1: 0.5765 (0.6016)  loss_giou_dn_2: 0.5517 (0.5767)  loss_giou_dn_3: 0.5416 (0.5683)  loss_giou_dn_4: 0.5397 (0.5658)  loss_giou_dn_5: 0.5395 (0.5659)  loss_vfl: 0.7686 (0.7596)  loss_vfl_aux_0: 0.8965 (0.9022)  loss_vfl_aux_1: 0.8680 (0.8499)  loss_vfl_aux_2: 0.7988 (0.7977)  loss_vfl_aux_3: 0.7712 (0.7712)  loss_vfl_aux_4: 0.7671 (0.7617)  loss_vfl_aux_5: 0.8730 (0.8761)  loss_vfl_dn_0: 0.4863 (0.4858)  loss_vfl_dn_1: 0.4359 (0.4385)  loss_vfl_dn_2: 0.4227 (0.4205)  loss_vfl_dn_3: 0.4153 (0.4130)  loss_vfl_dn_4: 0.4077 (0.4103)  loss_vfl_dn_5: 0.4109 (0.4100)  time: 0.4902  data: 0.0147  max mem: 5653
Epoch: [7]  [4100/7393]  eta: 0:26:27  lr: 0.000010  loss: 18.5526 (18.9985)  loss_bbox: 0.1773 (0.1899)  loss_bbox_aux_0: 0.1823 (0.2042)  loss_bbox_aux_1: 0.1823 (0.1940)  loss_bbox_aux_2: 0.1771 (0.1911)  loss_bbox_aux_3: 0.1759 (0.1900)  loss_bbox_aux_4: 0.1756 (0.1899)  loss_bbox_aux_5: 0.2194 (0.2511)  loss_bbox_dn_0: 0.3142 (0.3532)  loss_bbox_dn_1: 0.2376 (0.2833)  loss_bbox_dn_2: 0.2222 (0.2649)  loss_bbox_dn_3: 0.2177 (0.2567)  loss_bbox_dn_4: 0.2160 (0.2537)  loss_bbox_dn_5: 0.2155 (0.2535)  loss_giou: 0.5157 (0.5560)  loss_giou_aux_0: 0.5470 (0.5840)  loss_giou_aux_1: 0.5115 (0.5648)  loss_giou_aux_2: 0.5157 (0.5594)  loss_giou_aux_3: 0.5163 (0.5570)  loss_giou_aux_4: 0.5186 (0.5564)  loss_giou_aux_5: 0.6030 (0.6655)  loss_giou_dn_0: 0.6819 (0.7055)  loss_giou_dn_1: 0.5703 (0.6014)  loss_giou_dn_2: 0.5495 (0.5766)  loss_giou_dn_3: 0.5419 (0.5682)  loss_giou_dn_4: 0.5399 (0.5657)  loss_giou_dn_5: 0.5401 (0.5657)  loss_vfl: 0.7328 (0.7596)  loss_vfl_aux_0: 0.8996 (0.9022)  loss_vfl_aux_1: 0.8604 (0.8500)  loss_vfl_aux_2: 0.7877 (0.7978)  loss_vfl_aux_3: 0.7582 (0.7714)  loss_vfl_aux_4: 0.7371 (0.7617)  loss_vfl_aux_5: 0.8738 (0.8762)  loss_vfl_dn_0: 0.4886 (0.4858)  loss_vfl_dn_1: 0.4353 (0.4385)  loss_vfl_dn_2: 0.4183 (0.4205)  loss_vfl_dn_3: 0.4085 (0.4130)  loss_vfl_dn_4: 0.4070 (0.4103)  loss_vfl_dn_5: 0.4077 (0.4099)  time: 0.4775  data: 0.0139  max mem: 5653
Epoch: [7]  [4200/7393]  eta: 0:25:39  lr: 0.000010  loss: 19.2894 (18.9978)  loss_bbox: 0.1788 (0.1897)  loss_bbox_aux_0: 0.1976 (0.2041)  loss_bbox_aux_1: 0.1831 (0.1939)  loss_bbox_aux_2: 0.1826 (0.1910)  loss_bbox_aux_3: 0.1808 (0.1899)  loss_bbox_aux_4: 0.1785 (0.1898)  loss_bbox_aux_5: 0.2473 (0.2511)  loss_bbox_dn_0: 0.3165 (0.3533)  loss_bbox_dn_1: 0.2641 (0.2833)  loss_bbox_dn_2: 0.2490 (0.2649)  loss_bbox_dn_3: 0.2419 (0.2567)  loss_bbox_dn_4: 0.2374 (0.2537)  loss_bbox_dn_5: 0.2370 (0.2535)  loss_giou: 0.5621 (0.5560)  loss_giou_aux_0: 0.5978 (0.5841)  loss_giou_aux_1: 0.5770 (0.5649)  loss_giou_aux_2: 0.5675 (0.5594)  loss_giou_aux_3: 0.5649 (0.5570)  loss_giou_aux_4: 0.5622 (0.5564)  loss_giou_aux_5: 0.6759 (0.6657)  loss_giou_dn_0: 0.7264 (0.7057)  loss_giou_dn_1: 0.6294 (0.6016)  loss_giou_dn_2: 0.6077 (0.5768)  loss_giou_dn_3: 0.6015 (0.5684)  loss_giou_dn_4: 0.6003 (0.5658)  loss_giou_dn_5: 0.6002 (0.5659)  loss_vfl: 0.7446 (0.7595)  loss_vfl_aux_0: 0.8755 (0.9019)  loss_vfl_aux_1: 0.8053 (0.8498)  loss_vfl_aux_2: 0.7800 (0.7976)  loss_vfl_aux_3: 0.7572 (0.7713)  loss_vfl_aux_4: 0.7531 (0.7617)  loss_vfl_aux_5: 0.8518 (0.8759)  loss_vfl_dn_0: 0.4830 (0.4857)  loss_vfl_dn_1: 0.4312 (0.4384)  loss_vfl_dn_2: 0.4147 (0.4205)  loss_vfl_dn_3: 0.4039 (0.4129)  loss_vfl_dn_4: 0.4042 (0.4102)  loss_vfl_dn_5: 0.4070 (0.4098)  time: 0.4851  data: 0.0138  max mem: 5653
Epoch: [7]  [4300/7393]  eta: 0:24:50  lr: 0.000010  loss: 19.1872 (19.0032)  loss_bbox: 0.1860 (0.1899)  loss_bbox_aux_0: 0.2021 (0.2043)  loss_bbox_aux_1: 0.1935 (0.1940)  loss_bbox_aux_2: 0.1865 (0.1911)  loss_bbox_aux_3: 0.1890 (0.1900)  loss_bbox_aux_4: 0.1855 (0.1899)  loss_bbox_aux_5: 0.2575 (0.2513)  loss_bbox_dn_0: 0.3824 (0.3536)  loss_bbox_dn_1: 0.2971 (0.2837)  loss_bbox_dn_2: 0.2708 (0.2652)  loss_bbox_dn_3: 0.2666 (0.2570)  loss_bbox_dn_4: 0.2684 (0.2541)  loss_bbox_dn_5: 0.2682 (0.2538)  loss_giou: 0.5685 (0.5562)  loss_giou_aux_0: 0.5986 (0.5844)  loss_giou_aux_1: 0.5660 (0.5652)  loss_giou_aux_2: 0.5625 (0.5597)  loss_giou_aux_3: 0.5683 (0.5573)  loss_giou_aux_4: 0.5702 (0.5567)  loss_giou_aux_5: 0.6907 (0.6659)  loss_giou_dn_0: 0.7084 (0.7059)  loss_giou_dn_1: 0.5930 (0.6019)  loss_giou_dn_2: 0.5724 (0.5770)  loss_giou_dn_3: 0.5624 (0.5686)  loss_giou_dn_4: 0.5607 (0.5661)  loss_giou_dn_5: 0.5606 (0.5662)  loss_vfl: 0.7219 (0.7593)  loss_vfl_aux_0: 0.8776 (0.9018)  loss_vfl_aux_1: 0.8286 (0.8497)  loss_vfl_aux_2: 0.7615 (0.7975)  loss_vfl_aux_3: 0.7375 (0.7711)  loss_vfl_aux_4: 0.7197 (0.7616)  loss_vfl_aux_5: 0.8366 (0.8757)  loss_vfl_dn_0: 0.4853 (0.4857)  loss_vfl_dn_1: 0.4340 (0.4383)  loss_vfl_dn_2: 0.4185 (0.4204)  loss_vfl_dn_3: 0.4061 (0.4129)  loss_vfl_dn_4: 0.4020 (0.4102)  loss_vfl_dn_5: 0.4039 (0.4098)  time: 0.4659  data: 0.0146  max mem: 5653
Epoch: [7]  [4400/7393]  eta: 0:24:01  lr: 0.000010  loss: 19.3416 (19.0027)  loss_bbox: 0.1815 (0.1898)  loss_bbox_aux_0: 0.1979 (0.2043)  loss_bbox_aux_1: 0.1845 (0.1940)  loss_bbox_aux_2: 0.1816 (0.1911)  loss_bbox_aux_3: 0.1811 (0.1900)  loss_bbox_aux_4: 0.1798 (0.1899)  loss_bbox_aux_5: 0.2385 (0.2514)  loss_bbox_dn_0: 0.3196 (0.3534)  loss_bbox_dn_1: 0.2533 (0.2834)  loss_bbox_dn_2: 0.2297 (0.2650)  loss_bbox_dn_3: 0.2251 (0.2568)  loss_bbox_dn_4: 0.2222 (0.2538)  loss_bbox_dn_5: 0.2232 (0.2536)  loss_giou: 0.5694 (0.5565)  loss_giou_aux_0: 0.5847 (0.5847)  loss_giou_aux_1: 0.5818 (0.5655)  loss_giou_aux_2: 0.5796 (0.5600)  loss_giou_aux_3: 0.5740 (0.5576)  loss_giou_aux_4: 0.5751 (0.5570)  loss_giou_aux_5: 0.6619 (0.6663)  loss_giou_dn_0: 0.7097 (0.7059)  loss_giou_dn_1: 0.6101 (0.6019)  loss_giou_dn_2: 0.5781 (0.5771)  loss_giou_dn_3: 0.5629 (0.5687)  loss_giou_dn_4: 0.5589 (0.5662)  loss_giou_dn_5: 0.5587 (0.5662)  loss_vfl: 0.7421 (0.7592)  loss_vfl_aux_0: 0.8824 (0.9014)  loss_vfl_aux_1: 0.8431 (0.8496)  loss_vfl_aux_2: 0.7789 (0.7973)  loss_vfl_aux_3: 0.7528 (0.7709)  loss_vfl_aux_4: 0.7507 (0.7614)  loss_vfl_aux_5: 0.8586 (0.8752)  loss_vfl_dn_0: 0.4811 (0.4857)  loss_vfl_dn_1: 0.4347 (0.4383)  loss_vfl_dn_2: 0.4178 (0.4204)  loss_vfl_dn_3: 0.4085 (0.4129)  loss_vfl_dn_4: 0.4107 (0.4101)  loss_vfl_dn_5: 0.4084 (0.4098)  time: 0.4741  data: 0.0139  max mem: 5653
Epoch: [7]  [4500/7393]  eta: 0:23:12  lr: 0.000010  loss: 18.6490 (18.9979)  loss_bbox: 0.1636 (0.1897)  loss_bbox_aux_0: 0.1761 (0.2041)  loss_bbox_aux_1: 0.1658 (0.1939)  loss_bbox_aux_2: 0.1687 (0.1910)  loss_bbox_aux_3: 0.1787 (0.1899)  loss_bbox_aux_4: 0.1541 (0.1897)  loss_bbox_aux_5: 0.2257 (0.2512)  loss_bbox_dn_0: 0.2978 (0.3530)  loss_bbox_dn_1: 0.2370 (0.2831)  loss_bbox_dn_2: 0.2211 (0.2647)  loss_bbox_dn_3: 0.2129 (0.2565)  loss_bbox_dn_4: 0.2125 (0.2536)  loss_bbox_dn_5: 0.2120 (0.2534)  loss_giou: 0.5476 (0.5565)  loss_giou_aux_0: 0.5810 (0.5846)  loss_giou_aux_1: 0.5554 (0.5654)  loss_giou_aux_2: 0.5497 (0.5600)  loss_giou_aux_3: 0.5555 (0.5576)  loss_giou_aux_4: 0.5526 (0.5569)  loss_giou_aux_5: 0.6540 (0.6662)  loss_giou_dn_0: 0.7107 (0.7059)  loss_giou_dn_1: 0.5927 (0.6019)  loss_giou_dn_2: 0.5646 (0.5771)  loss_giou_dn_3: 0.5568 (0.5687)  loss_giou_dn_4: 0.5524 (0.5662)  loss_giou_dn_5: 0.5526 (0.5662)  loss_vfl: 0.7387 (0.7590)  loss_vfl_aux_0: 0.8616 (0.9013)  loss_vfl_aux_1: 0.8277 (0.8494)  loss_vfl_aux_2: 0.7646 (0.7971)  loss_vfl_aux_3: 0.7487 (0.7708)  loss_vfl_aux_4: 0.7352 (0.7613)  loss_vfl_aux_5: 0.8259 (0.8750)  loss_vfl_dn_0: 0.4814 (0.4856)  loss_vfl_dn_1: 0.4351 (0.4383)  loss_vfl_dn_2: 0.4138 (0.4204)  loss_vfl_dn_3: 0.4034 (0.4128)  loss_vfl_dn_4: 0.3992 (0.4101)  loss_vfl_dn_5: 0.3977 (0.4097)  time: 0.4904  data: 0.0138  max mem: 5653
Epoch: [7]  [4600/7393]  eta: 0:22:23  lr: 0.000010  loss: 18.2615 (18.9954)  loss_bbox: 0.1680 (0.1898)  loss_bbox_aux_0: 0.1875 (0.2042)  loss_bbox_aux_1: 0.1760 (0.1940)  loss_bbox_aux_2: 0.1737 (0.1911)  loss_bbox_aux_3: 0.1705 (0.1899)  loss_bbox_aux_4: 0.1700 (0.1898)  loss_bbox_aux_5: 0.2271 (0.2513)  loss_bbox_dn_0: 0.3205 (0.3531)  loss_bbox_dn_1: 0.2530 (0.2832)  loss_bbox_dn_2: 0.2351 (0.2648)  loss_bbox_dn_3: 0.2319 (0.2566)  loss_bbox_dn_4: 0.2294 (0.2536)  loss_bbox_dn_5: 0.2294 (0.2534)  loss_giou: 0.4980 (0.5563)  loss_giou_aux_0: 0.5529 (0.5844)  loss_giou_aux_1: 0.5320 (0.5653)  loss_giou_aux_2: 0.5048 (0.5598)  loss_giou_aux_3: 0.5036 (0.5574)  loss_giou_aux_4: 0.5042 (0.5568)  loss_giou_aux_5: 0.6255 (0.6660)  loss_giou_dn_0: 0.6846 (0.7057)  loss_giou_dn_1: 0.5697 (0.6017)  loss_giou_dn_2: 0.5482 (0.5769)  loss_giou_dn_3: 0.5393 (0.5685)  loss_giou_dn_4: 0.5376 (0.5660)  loss_giou_dn_5: 0.5374 (0.5660)  loss_vfl: 0.7489 (0.7589)  loss_vfl_aux_0: 0.8702 (0.9012)  loss_vfl_aux_1: 0.8494 (0.8492)  loss_vfl_aux_2: 0.7799 (0.7970)  loss_vfl_aux_3: 0.7583 (0.7707)  loss_vfl_aux_4: 0.7478 (0.7611)  loss_vfl_aux_5: 0.8466 (0.8749)  loss_vfl_dn_0: 0.4901 (0.4857)  loss_vfl_dn_1: 0.4355 (0.4382)  loss_vfl_dn_2: 0.4137 (0.4203)  loss_vfl_dn_3: 0.4093 (0.4127)  loss_vfl_dn_4: 0.4039 (0.4100)  loss_vfl_dn_5: 0.4039 (0.4097)  time: 0.4704  data: 0.0136  max mem: 5653
Epoch: [7]  [4700/7393]  eta: 0:21:34  lr: 0.000010  loss: 18.1814 (18.9956)  loss_bbox: 0.1839 (0.1900)  loss_bbox_aux_0: 0.1988 (0.2044)  loss_bbox_aux_1: 0.1915 (0.1942)  loss_bbox_aux_2: 0.1862 (0.1913)  loss_bbox_aux_3: 0.1855 (0.1902)  loss_bbox_aux_4: 0.1837 (0.1901)  loss_bbox_aux_5: 0.2438 (0.2516)  loss_bbox_dn_0: 0.3155 (0.3535)  loss_bbox_dn_1: 0.2485 (0.2834)  loss_bbox_dn_2: 0.2349 (0.2650)  loss_bbox_dn_3: 0.2300 (0.2568)  loss_bbox_dn_4: 0.2300 (0.2539)  loss_bbox_dn_5: 0.2309 (0.2536)  loss_giou: 0.4961 (0.5563)  loss_giou_aux_0: 0.5224 (0.5844)  loss_giou_aux_1: 0.5012 (0.5651)  loss_giou_aux_2: 0.5006 (0.5597)  loss_giou_aux_3: 0.5101 (0.5573)  loss_giou_aux_4: 0.4961 (0.5567)  loss_giou_aux_5: 0.6077 (0.6659)  loss_giou_dn_0: 0.6634 (0.7055)  loss_giou_dn_1: 0.5538 (0.6015)  loss_giou_dn_2: 0.5247 (0.5766)  loss_giou_dn_3: 0.5176 (0.5682)  loss_giou_dn_4: 0.5154 (0.5657)  loss_giou_dn_5: 0.5157 (0.5657)  loss_vfl: 0.7293 (0.7587)  loss_vfl_aux_0: 0.8792 (0.9012)  loss_vfl_aux_1: 0.8164 (0.8493)  loss_vfl_aux_2: 0.7626 (0.7970)  loss_vfl_aux_3: 0.7435 (0.7706)  loss_vfl_aux_4: 0.7389 (0.7610)  loss_vfl_aux_5: 0.8833 (0.8749)  loss_vfl_dn_0: 0.4840 (0.4857)  loss_vfl_dn_1: 0.4312 (0.4382)  loss_vfl_dn_2: 0.4107 (0.4202)  loss_vfl_dn_3: 0.4067 (0.4127)  loss_vfl_dn_4: 0.4061 (0.4100)  loss_vfl_dn_5: 0.4020 (0.4096)  time: 0.4776  data: 0.0138  max mem: 5653
Epoch: [7]  [4800/7393]  eta: 0:20:46  lr: 0.000010  loss: 19.0873 (18.9969)  loss_bbox: 0.1875 (0.1902)  loss_bbox_aux_0: 0.2097 (0.2046)  loss_bbox_aux_1: 0.1983 (0.1943)  loss_bbox_aux_2: 0.1907 (0.1915)  loss_bbox_aux_3: 0.1927 (0.1903)  loss_bbox_aux_4: 0.1922 (0.1902)  loss_bbox_aux_5: 0.2536 (0.2517)  loss_bbox_dn_0: 0.3850 (0.3537)  loss_bbox_dn_1: 0.3042 (0.2837)  loss_bbox_dn_2: 0.2841 (0.2652)  loss_bbox_dn_3: 0.2769 (0.2570)  loss_bbox_dn_4: 0.2696 (0.2541)  loss_bbox_dn_5: 0.2691 (0.2538)  loss_giou: 0.5108 (0.5560)  loss_giou_aux_0: 0.5526 (0.5843)  loss_giou_aux_1: 0.5371 (0.5649)  loss_giou_aux_2: 0.5263 (0.5594)  loss_giou_aux_3: 0.5120 (0.5571)  loss_giou_aux_4: 0.5137 (0.5564)  loss_giou_aux_5: 0.6497 (0.6657)  loss_giou_dn_0: 0.7008 (0.7054)  loss_giou_dn_1: 0.5979 (0.6014)  loss_giou_dn_2: 0.5719 (0.5765)  loss_giou_dn_3: 0.5640 (0.5681)  loss_giou_dn_4: 0.5602 (0.5656)  loss_giou_dn_5: 0.5601 (0.5656)  loss_vfl: 0.7094 (0.7590)  loss_vfl_aux_0: 0.8564 (0.9013)  loss_vfl_aux_1: 0.8148 (0.8496)  loss_vfl_aux_2: 0.7628 (0.7972)  loss_vfl_aux_3: 0.7168 (0.7708)  loss_vfl_aux_4: 0.7070 (0.7612)  loss_vfl_aux_5: 0.8431 (0.8752)  loss_vfl_dn_0: 0.4798 (0.4857)  loss_vfl_dn_1: 0.4343 (0.4382)  loss_vfl_dn_2: 0.4198 (0.4202)  loss_vfl_dn_3: 0.4127 (0.4127)  loss_vfl_dn_4: 0.4082 (0.4099)  loss_vfl_dn_5: 0.4096 (0.4096)  time: 0.4779  data: 0.0141  max mem: 5653
Epoch: [7]  [4900/7393]  eta: 0:19:57  lr: 0.000010  loss: 18.7148 (18.9974)  loss_bbox: 0.1908 (0.1903)  loss_bbox_aux_0: 0.2121 (0.2048)  loss_bbox_aux_1: 0.1975 (0.1944)  loss_bbox_aux_2: 0.1880 (0.1916)  loss_bbox_aux_3: 0.1923 (0.1905)  loss_bbox_aux_4: 0.1871 (0.1903)  loss_bbox_aux_5: 0.2620 (0.2519)  loss_bbox_dn_0: 0.3537 (0.3538)  loss_bbox_dn_1: 0.2725 (0.2837)  loss_bbox_dn_2: 0.2511 (0.2653)  loss_bbox_dn_3: 0.2436 (0.2570)  loss_bbox_dn_4: 0.2432 (0.2541)  loss_bbox_dn_5: 0.2432 (0.2539)  loss_giou: 0.5271 (0.5560)  loss_giou_aux_0: 0.5614 (0.5843)  loss_giou_aux_1: 0.5344 (0.5648)  loss_giou_aux_2: 0.5366 (0.5594)  loss_giou_aux_3: 0.5226 (0.5570)  loss_giou_aux_4: 0.5272 (0.5564)  loss_giou_aux_5: 0.6272 (0.6655)  loss_giou_dn_0: 0.6876 (0.7053)  loss_giou_dn_1: 0.5909 (0.6012)  loss_giou_dn_2: 0.5662 (0.5763)  loss_giou_dn_3: 0.5611 (0.5679)  loss_giou_dn_4: 0.5583 (0.5654)  loss_giou_dn_5: 0.5588 (0.5655)  loss_vfl: 0.7378 (0.7590)  loss_vfl_aux_0: 0.8789 (0.9012)  loss_vfl_aux_1: 0.8604 (0.8498)  loss_vfl_aux_2: 0.7973 (0.7973)  loss_vfl_aux_3: 0.7600 (0.7708)  loss_vfl_aux_4: 0.7409 (0.7612)  loss_vfl_aux_5: 0.8747 (0.8753)  loss_vfl_dn_0: 0.4840 (0.4857)  loss_vfl_dn_1: 0.4327 (0.4381)  loss_vfl_dn_2: 0.4137 (0.4201)  loss_vfl_dn_3: 0.4088 (0.4126)  loss_vfl_dn_4: 0.4067 (0.4099)  loss_vfl_dn_5: 0.4089 (0.4095)  time: 0.4767  data: 0.0140  max mem: 5653
Epoch: [7]  [5000/7393]  eta: 0:19:09  lr: 0.000010  loss: 19.0712 (19.0014)  loss_bbox: 0.1681 (0.1904)  loss_bbox_aux_0: 0.1910 (0.2049)  loss_bbox_aux_1: 0.1849 (0.1945)  loss_bbox_aux_2: 0.1771 (0.1917)  loss_bbox_aux_3: 0.1735 (0.1906)  loss_bbox_aux_4: 0.1731 (0.1904)  loss_bbox_aux_5: 0.2279 (0.2520)  loss_bbox_dn_0: 0.3218 (0.3539)  loss_bbox_dn_1: 0.2525 (0.2838)  loss_bbox_dn_2: 0.2316 (0.2653)  loss_bbox_dn_3: 0.2236 (0.2570)  loss_bbox_dn_4: 0.2203 (0.2541)  loss_bbox_dn_5: 0.2200 (0.2539)  loss_giou: 0.5489 (0.5563)  loss_giou_aux_0: 0.5905 (0.5846)  loss_giou_aux_1: 0.5545 (0.5651)  loss_giou_aux_2: 0.5465 (0.5597)  loss_giou_aux_3: 0.5548 (0.5573)  loss_giou_aux_4: 0.5477 (0.5567)  loss_giou_aux_5: 0.6649 (0.6658)  loss_giou_dn_0: 0.7213 (0.7054)  loss_giou_dn_1: 0.6161 (0.6014)  loss_giou_dn_2: 0.5783 (0.5765)  loss_giou_dn_3: 0.5691 (0.5681)  loss_giou_dn_4: 0.5631 (0.5656)  loss_giou_dn_5: 0.5630 (0.5657)  loss_vfl: 0.7324 (0.7590)  loss_vfl_aux_0: 0.8490 (0.9011)  loss_vfl_aux_1: 0.8063 (0.8498)  loss_vfl_aux_2: 0.7620 (0.7972)  loss_vfl_aux_3: 0.7426 (0.7708)  loss_vfl_aux_4: 0.7312 (0.7612)  loss_vfl_aux_5: 0.8518 (0.8754)  loss_vfl_dn_0: 0.4831 (0.4856)  loss_vfl_dn_1: 0.4407 (0.4382)  loss_vfl_dn_2: 0.4260 (0.4202)  loss_vfl_dn_3: 0.4160 (0.4127)  loss_vfl_dn_4: 0.4157 (0.4099)  loss_vfl_dn_5: 0.4138 (0.4096)  time: 0.4887  data: 0.0147  max mem: 5653
Epoch: [7]  [5100/7393]  eta: 0:18:22  lr: 0.000010  loss: 19.3416 (19.0049)  loss_bbox: 0.1688 (0.1904)  loss_bbox_aux_0: 0.1860 (0.2049)  loss_bbox_aux_1: 0.1754 (0.1945)  loss_bbox_aux_2: 0.1783 (0.1917)  loss_bbox_aux_3: 0.1689 (0.1906)  loss_bbox_aux_4: 0.1764 (0.1905)  loss_bbox_aux_5: 0.2350 (0.2520)  loss_bbox_dn_0: 0.3500 (0.3540)  loss_bbox_dn_1: 0.2825 (0.2839)  loss_bbox_dn_2: 0.2700 (0.2655)  loss_bbox_dn_3: 0.2597 (0.2572)  loss_bbox_dn_4: 0.2571 (0.2543)  loss_bbox_dn_5: 0.2563 (0.2540)  loss_giou: 0.5590 (0.5565)  loss_giou_aux_0: 0.5960 (0.5850)  loss_giou_aux_1: 0.5659 (0.5654)  loss_giou_aux_2: 0.5560 (0.5600)  loss_giou_aux_3: 0.5557 (0.5576)  loss_giou_aux_4: 0.5622 (0.5569)  loss_giou_aux_5: 0.6519 (0.6660)  loss_giou_dn_0: 0.6919 (0.7054)  loss_giou_dn_1: 0.6086 (0.6015)  loss_giou_dn_2: 0.5812 (0.5766)  loss_giou_dn_3: 0.5713 (0.5682)  loss_giou_dn_4: 0.5703 (0.5657)  loss_giou_dn_5: 0.5705 (0.5657)  loss_vfl: 0.7423 (0.7590)  loss_vfl_aux_0: 0.8815 (0.9011)  loss_vfl_aux_1: 0.8569 (0.8499)  loss_vfl_aux_2: 0.7801 (0.7972)  loss_vfl_aux_3: 0.7566 (0.7709)  loss_vfl_aux_4: 0.7263 (0.7612)  loss_vfl_aux_5: 0.8434 (0.8754)  loss_vfl_dn_0: 0.4904 (0.4856)  loss_vfl_dn_1: 0.4416 (0.4382)  loss_vfl_dn_2: 0.4223 (0.4202)  loss_vfl_dn_3: 0.4175 (0.4127)  loss_vfl_dn_4: 0.4117 (0.4099)  loss_vfl_dn_5: 0.4120 (0.4096)  time: 0.4742  data: 0.0138  max mem: 5653
Epoch: [7]  [5200/7393]  eta: 0:17:34  lr: 0.000010  loss: 18.5113 (19.0048)  loss_bbox: 0.1728 (0.1905)  loss_bbox_aux_0: 0.1950 (0.2051)  loss_bbox_aux_1: 0.1824 (0.1946)  loss_bbox_aux_2: 0.1734 (0.1918)  loss_bbox_aux_3: 0.1741 (0.1907)  loss_bbox_aux_4: 0.1744 (0.1905)  loss_bbox_aux_5: 0.2417 (0.2521)  loss_bbox_dn_0: 0.3057 (0.3542)  loss_bbox_dn_1: 0.2560 (0.2840)  loss_bbox_dn_2: 0.2388 (0.2656)  loss_bbox_dn_3: 0.2334 (0.2573)  loss_bbox_dn_4: 0.2328 (0.2544)  loss_bbox_dn_5: 0.2332 (0.2541)  loss_giou: 0.5465 (0.5562)  loss_giou_aux_0: 0.5695 (0.5847)  loss_giou_aux_1: 0.5535 (0.5650)  loss_giou_aux_2: 0.5491 (0.5596)  loss_giou_aux_3: 0.5422 (0.5572)  loss_giou_aux_4: 0.5393 (0.5566)  loss_giou_aux_5: 0.6492 (0.6657)  loss_giou_dn_0: 0.7066 (0.7052)  loss_giou_dn_1: 0.6031 (0.6012)  loss_giou_dn_2: 0.5719 (0.5764)  loss_giou_dn_3: 0.5627 (0.5680)  loss_giou_dn_4: 0.5597 (0.5655)  loss_giou_dn_5: 0.5599 (0.5655)  loss_vfl: 0.7678 (0.7594)  loss_vfl_aux_0: 0.8866 (0.9013)  loss_vfl_aux_1: 0.8238 (0.8503)  loss_vfl_aux_2: 0.7575 (0.7975)  loss_vfl_aux_3: 0.7536 (0.7712)  loss_vfl_aux_4: 0.7431 (0.7616)  loss_vfl_aux_5: 0.8893 (0.8757)  loss_vfl_dn_0: 0.4854 (0.4856)  loss_vfl_dn_1: 0.4388 (0.4382)  loss_vfl_dn_2: 0.4216 (0.4202)  loss_vfl_dn_3: 0.4087 (0.4126)  loss_vfl_dn_4: 0.4073 (0.4099)  loss_vfl_dn_5: 0.4071 (0.4096)  time: 0.4696  data: 0.0143  max mem: 5653
Epoch: [7]  [5300/7393]  eta: 0:16:46  lr: 0.000010  loss: 18.7364 (19.0023)  loss_bbox: 0.1936 (0.1904)  loss_bbox_aux_0: 0.1945 (0.2051)  loss_bbox_aux_1: 0.1887 (0.1945)  loss_bbox_aux_2: 0.1807 (0.1918)  loss_bbox_aux_3: 0.1954 (0.1906)  loss_bbox_aux_4: 0.1859 (0.1904)  loss_bbox_aux_5: 0.2305 (0.2521)  loss_bbox_dn_0: 0.3347 (0.3543)  loss_bbox_dn_1: 0.2719 (0.2840)  loss_bbox_dn_2: 0.2509 (0.2655)  loss_bbox_dn_3: 0.2458 (0.2572)  loss_bbox_dn_4: 0.2463 (0.2543)  loss_bbox_dn_5: 0.2460 (0.2541)  loss_giou: 0.5053 (0.5561)  loss_giou_aux_0: 0.5343 (0.5846)  loss_giou_aux_1: 0.5139 (0.5649)  loss_giou_aux_2: 0.5107 (0.5596)  loss_giou_aux_3: 0.5059 (0.5571)  loss_giou_aux_4: 0.5075 (0.5565)  loss_giou_aux_5: 0.6319 (0.6656)  loss_giou_dn_0: 0.6802 (0.7051)  loss_giou_dn_1: 0.5766 (0.6011)  loss_giou_dn_2: 0.5465 (0.5762)  loss_giou_dn_3: 0.5368 (0.5678)  loss_giou_dn_4: 0.5351 (0.5653)  loss_giou_dn_5: 0.5351 (0.5653)  loss_vfl: 0.7411 (0.7593)  loss_vfl_aux_0: 0.9012 (0.9014)  loss_vfl_aux_1: 0.8324 (0.8502)  loss_vfl_aux_2: 0.8037 (0.7974)  loss_vfl_aux_3: 0.7754 (0.7712)  loss_vfl_aux_4: 0.7612 (0.7616)  loss_vfl_aux_5: 0.8792 (0.8759)  loss_vfl_dn_0: 0.4906 (0.4857)  loss_vfl_dn_1: 0.4334 (0.4381)  loss_vfl_dn_2: 0.4156 (0.4201)  loss_vfl_dn_3: 0.4103 (0.4126)  loss_vfl_dn_4: 0.4054 (0.4098)  loss_vfl_dn_5: 0.4052 (0.4095)  time: 0.4709  data: 0.0141  max mem: 5653
Epoch: [7]  [5400/7393]  eta: 0:15:57  lr: 0.000010  loss: 18.4296 (19.0017)  loss_bbox: 0.1736 (0.1904)  loss_bbox_aux_0: 0.1967 (0.2050)  loss_bbox_aux_1: 0.1796 (0.1945)  loss_bbox_aux_2: 0.1779 (0.1917)  loss_bbox_aux_3: 0.1721 (0.1905)  loss_bbox_aux_4: 0.1728 (0.1904)  loss_bbox_aux_5: 0.2369 (0.2521)  loss_bbox_dn_0: 0.3320 (0.3541)  loss_bbox_dn_1: 0.2666 (0.2839)  loss_bbox_dn_2: 0.2397 (0.2654)  loss_bbox_dn_3: 0.2329 (0.2572)  loss_bbox_dn_4: 0.2307 (0.2542)  loss_bbox_dn_5: 0.2305 (0.2540)  loss_giou: 0.4807 (0.5562)  loss_giou_aux_0: 0.5113 (0.5848)  loss_giou_aux_1: 0.4945 (0.5651)  loss_giou_aux_2: 0.4888 (0.5597)  loss_giou_aux_3: 0.4777 (0.5573)  loss_giou_aux_4: 0.4781 (0.5566)  loss_giou_aux_5: 0.5926 (0.6657)  loss_giou_dn_0: 0.6641 (0.7051)  loss_giou_dn_1: 0.5631 (0.6011)  loss_giou_dn_2: 0.5344 (0.5762)  loss_giou_dn_3: 0.5275 (0.5678)  loss_giou_dn_4: 0.5236 (0.5653)  loss_giou_dn_5: 0.5236 (0.5653)  loss_vfl: 0.7347 (0.7592)  loss_vfl_aux_0: 0.8952 (0.9012)  loss_vfl_aux_1: 0.8328 (0.8501)  loss_vfl_aux_2: 0.7811 (0.7972)  loss_vfl_aux_3: 0.7514 (0.7711)  loss_vfl_aux_4: 0.7363 (0.7615)  loss_vfl_aux_5: 0.8470 (0.8757)  loss_vfl_dn_0: 0.4895 (0.4856)  loss_vfl_dn_1: 0.4292 (0.4381)  loss_vfl_dn_2: 0.4129 (0.4201)  loss_vfl_dn_3: 0.4041 (0.4126)  loss_vfl_dn_4: 0.4043 (0.4098)  loss_vfl_dn_5: 0.4057 (0.4095)  time: 0.4677  data: 0.0137  max mem: 5653
Epoch: [7]  [5500/7393]  eta: 0:15:10  lr: 0.000010  loss: 18.9304 (18.9990)  loss_bbox: 0.2010 (0.1905)  loss_bbox_aux_0: 0.2035 (0.2051)  loss_bbox_aux_1: 0.1924 (0.1946)  loss_bbox_aux_2: 0.1947 (0.1919)  loss_bbox_aux_3: 0.2040 (0.1907)  loss_bbox_aux_4: 0.1979 (0.1905)  loss_bbox_aux_5: 0.2601 (0.2522)  loss_bbox_dn_0: 0.3433 (0.3544)  loss_bbox_dn_1: 0.2836 (0.2841)  loss_bbox_dn_2: 0.2684 (0.2656)  loss_bbox_dn_3: 0.2547 (0.2573)  loss_bbox_dn_4: 0.2534 (0.2544)  loss_bbox_dn_5: 0.2538 (0.2541)  loss_giou: 0.5251 (0.5559)  loss_giou_aux_0: 0.5582 (0.5844)  loss_giou_aux_1: 0.5399 (0.5648)  loss_giou_aux_2: 0.5229 (0.5594)  loss_giou_aux_3: 0.5226 (0.5569)  loss_giou_aux_4: 0.5159 (0.5563)  loss_giou_aux_5: 0.6348 (0.6653)  loss_giou_dn_0: 0.6767 (0.7049)  loss_giou_dn_1: 0.5608 (0.6008)  loss_giou_dn_2: 0.5338 (0.5759)  loss_giou_dn_3: 0.5247 (0.5675)  loss_giou_dn_4: 0.5229 (0.5650)  loss_giou_dn_5: 0.5236 (0.5650)  loss_vfl: 0.7507 (0.7591)  loss_vfl_aux_0: 0.8844 (0.9013)  loss_vfl_aux_1: 0.8323 (0.8501)  loss_vfl_aux_2: 0.7778 (0.7971)  loss_vfl_aux_3: 0.7423 (0.7710)  loss_vfl_aux_4: 0.7449 (0.7614)  loss_vfl_aux_5: 0.8507 (0.8758)  loss_vfl_dn_0: 0.4767 (0.4856)  loss_vfl_dn_1: 0.4334 (0.4381)  loss_vfl_dn_2: 0.4188 (0.4201)  loss_vfl_dn_3: 0.4088 (0.4125)  loss_vfl_dn_4: 0.4049 (0.4098)  loss_vfl_dn_5: 0.4048 (0.4094)  time: 0.4690  data: 0.0149  max mem: 5653
Epoch: [7]  [5600/7393]  eta: 0:14:22  lr: 0.000010  loss: 17.7895 (18.9956)  loss_bbox: 0.1755 (0.1905)  loss_bbox_aux_0: 0.1927 (0.2052)  loss_bbox_aux_1: 0.1811 (0.1946)  loss_bbox_aux_2: 0.1659 (0.1919)  loss_bbox_aux_3: 0.1619 (0.1907)  loss_bbox_aux_4: 0.1756 (0.1905)  loss_bbox_aux_5: 0.2321 (0.2523)  loss_bbox_dn_0: 0.3105 (0.3545)  loss_bbox_dn_1: 0.2416 (0.2842)  loss_bbox_dn_2: 0.2243 (0.2657)  loss_bbox_dn_3: 0.2186 (0.2574)  loss_bbox_dn_4: 0.2131 (0.2544)  loss_bbox_dn_5: 0.2134 (0.2542)  loss_giou: 0.4883 (0.5554)  loss_giou_aux_0: 0.5403 (0.5840)  loss_giou_aux_1: 0.5002 (0.5643)  loss_giou_aux_2: 0.4838 (0.5589)  loss_giou_aux_3: 0.4884 (0.5564)  loss_giou_aux_4: 0.4929 (0.5558)  loss_giou_aux_5: 0.6362 (0.6649)  loss_giou_dn_0: 0.6599 (0.7047)  loss_giou_dn_1: 0.5489 (0.6006)  loss_giou_dn_2: 0.5165 (0.5757)  loss_giou_dn_3: 0.5042 (0.5672)  loss_giou_dn_4: 0.5030 (0.5647)  loss_giou_dn_5: 0.5030 (0.5648)  loss_vfl: 0.7306 (0.7593)  loss_vfl_aux_0: 0.8647 (0.9014)  loss_vfl_aux_1: 0.8209 (0.8505)  loss_vfl_aux_2: 0.7784 (0.7974)  loss_vfl_aux_3: 0.7498 (0.7712)  loss_vfl_aux_4: 0.7231 (0.7616)  loss_vfl_aux_5: 0.8143 (0.8759)  loss_vfl_dn_0: 0.4745 (0.4856)  loss_vfl_dn_1: 0.4255 (0.4380)  loss_vfl_dn_2: 0.4067 (0.4200)  loss_vfl_dn_3: 0.4004 (0.4124)  loss_vfl_dn_4: 0.3980 (0.4097)  loss_vfl_dn_5: 0.3985 (0.4093)  time: 0.4753  data: 0.0135  max mem: 5653
Epoch: [7]  [5700/7393]  eta: 0:13:35  lr: 0.000010  loss: 18.8533 (18.9961)  loss_bbox: 0.1890 (0.1905)  loss_bbox_aux_0: 0.2137 (0.2053)  loss_bbox_aux_1: 0.1873 (0.1946)  loss_bbox_aux_2: 0.1839 (0.1920)  loss_bbox_aux_3: 0.1859 (0.1907)  loss_bbox_aux_4: 0.1857 (0.1905)  loss_bbox_aux_5: 0.2674 (0.2524)  loss_bbox_dn_0: 0.3425 (0.3547)  loss_bbox_dn_1: 0.2908 (0.2843)  loss_bbox_dn_2: 0.2747 (0.2658)  loss_bbox_dn_3: 0.2675 (0.2575)  loss_bbox_dn_4: 0.2650 (0.2545)  loss_bbox_dn_5: 0.2644 (0.2543)  loss_giou: 0.5608 (0.5553)  loss_giou_aux_0: 0.6019 (0.5840)  loss_giou_aux_1: 0.5648 (0.5642)  loss_giou_aux_2: 0.5668 (0.5588)  loss_giou_aux_3: 0.5598 (0.5563)  loss_giou_aux_4: 0.5608 (0.5557)  loss_giou_aux_5: 0.6721 (0.6649)  loss_giou_dn_0: 0.6789 (0.7046)  loss_giou_dn_1: 0.5737 (0.6005)  loss_giou_dn_2: 0.5485 (0.5755)  loss_giou_dn_3: 0.5379 (0.5671)  loss_giou_dn_4: 0.5343 (0.5646)  loss_giou_dn_5: 0.5342 (0.5646)  loss_vfl: 0.7216 (0.7594)  loss_vfl_aux_0: 0.8755 (0.9014)  loss_vfl_aux_1: 0.8282 (0.8506)  loss_vfl_aux_2: 0.7474 (0.7976)  loss_vfl_aux_3: 0.7414 (0.7713)  loss_vfl_aux_4: 0.7255 (0.7617)  loss_vfl_aux_5: 0.8393 (0.8759)  loss_vfl_dn_0: 0.4892 (0.4856)  loss_vfl_dn_1: 0.4311 (0.4380)  loss_vfl_dn_2: 0.4143 (0.4200)  loss_vfl_dn_3: 0.4086 (0.4124)  loss_vfl_dn_4: 0.4026 (0.4096)  loss_vfl_dn_5: 0.4014 (0.4093)  time: 0.4663  data: 0.0140  max mem: 5653
Epoch: [7]  [5800/7393]  eta: 0:12:46  lr: 0.000010  loss: 19.2864 (18.9936)  loss_bbox: 0.1782 (0.1905)  loss_bbox_aux_0: 0.1971 (0.2053)  loss_bbox_aux_1: 0.1893 (0.1946)  loss_bbox_aux_2: 0.1859 (0.1919)  loss_bbox_aux_3: 0.1786 (0.1907)  loss_bbox_aux_4: 0.1838 (0.1905)  loss_bbox_aux_5: 0.2352 (0.2523)  loss_bbox_dn_0: 0.3312 (0.3546)  loss_bbox_dn_1: 0.2731 (0.2843)  loss_bbox_dn_2: 0.2641 (0.2657)  loss_bbox_dn_3: 0.2585 (0.2574)  loss_bbox_dn_4: 0.2559 (0.2545)  loss_bbox_dn_5: 0.2555 (0.2542)  loss_giou: 0.5646 (0.5553)  loss_giou_aux_0: 0.5712 (0.5840)  loss_giou_aux_1: 0.5581 (0.5642)  loss_giou_aux_2: 0.5588 (0.5588)  loss_giou_aux_3: 0.5619 (0.5563)  loss_giou_aux_4: 0.5626 (0.5557)  loss_giou_aux_5: 0.6578 (0.6649)  loss_giou_dn_0: 0.7140 (0.7045)  loss_giou_dn_1: 0.6210 (0.6004)  loss_giou_dn_2: 0.5884 (0.5755)  loss_giou_dn_3: 0.5859 (0.5671)  loss_giou_dn_4: 0.5836 (0.5646)  loss_giou_dn_5: 0.5859 (0.5646)  loss_vfl: 0.7452 (0.7593)  loss_vfl_aux_0: 0.8755 (0.9013)  loss_vfl_aux_1: 0.8303 (0.8504)  loss_vfl_aux_2: 0.7940 (0.7974)  loss_vfl_aux_3: 0.7486 (0.7712)  loss_vfl_aux_4: 0.7473 (0.7616)  loss_vfl_aux_5: 0.8985 (0.8756)  loss_vfl_dn_0: 0.4778 (0.4855)  loss_vfl_dn_1: 0.4329 (0.4380)  loss_vfl_dn_2: 0.4129 (0.4199)  loss_vfl_dn_3: 0.4056 (0.4123)  loss_vfl_dn_4: 0.4026 (0.4096)  loss_vfl_dn_5: 0.4039 (0.4092)  time: 0.4706  data: 0.0142  max mem: 5653
Epoch: [7]  [5900/7393]  eta: 0:11:58  lr: 0.000010  loss: 18.9050 (18.9929)  loss_bbox: 0.1759 (0.1905)  loss_bbox_aux_0: 0.1971 (0.2053)  loss_bbox_aux_1: 0.1839 (0.1946)  loss_bbox_aux_2: 0.1796 (0.1919)  loss_bbox_aux_3: 0.1761 (0.1907)  loss_bbox_aux_4: 0.1841 (0.1905)  loss_bbox_aux_5: 0.2433 (0.2523)  loss_bbox_dn_0: 0.3411 (0.3546)  loss_bbox_dn_1: 0.2675 (0.2843)  loss_bbox_dn_2: 0.2446 (0.2658)  loss_bbox_dn_3: 0.2364 (0.2575)  loss_bbox_dn_4: 0.2324 (0.2545)  loss_bbox_dn_5: 0.2308 (0.2542)  loss_giou: 0.5345 (0.5551)  loss_giou_aux_0: 0.5607 (0.5838)  loss_giou_aux_1: 0.5349 (0.5639)  loss_giou_aux_2: 0.5269 (0.5585)  loss_giou_aux_3: 0.5279 (0.5561)  loss_giou_aux_4: 0.5366 (0.5554)  loss_giou_aux_5: 0.6477 (0.6646)  loss_giou_dn_0: 0.6938 (0.7044)  loss_giou_dn_1: 0.5719 (0.6002)  loss_giou_dn_2: 0.5498 (0.5753)  loss_giou_dn_3: 0.5434 (0.5669)  loss_giou_dn_4: 0.5407 (0.5644)  loss_giou_dn_5: 0.5409 (0.5644)  loss_vfl: 0.7618 (0.7595)  loss_vfl_aux_0: 0.8769 (0.9015)  loss_vfl_aux_1: 0.8533 (0.8506)  loss_vfl_aux_2: 0.8125 (0.7977)  loss_vfl_aux_3: 0.7727 (0.7714)  loss_vfl_aux_4: 0.7718 (0.7619)  loss_vfl_aux_5: 0.8643 (0.8759)  loss_vfl_dn_0: 0.4810 (0.4856)  loss_vfl_dn_1: 0.4375 (0.4380)  loss_vfl_dn_2: 0.4276 (0.4199)  loss_vfl_dn_3: 0.4181 (0.4124)  loss_vfl_dn_4: 0.4143 (0.4096)  loss_vfl_dn_5: 0.4134 (0.4092)  time: 0.4729  data: 0.0141  max mem: 5653
Epoch: [7]  [6000/7393]  eta: 0:11:10  lr: 0.000010  loss: 18.2579 (18.9878)  loss_bbox: 0.1831 (0.1904)  loss_bbox_aux_0: 0.1945 (0.2053)  loss_bbox_aux_1: 0.1834 (0.1946)  loss_bbox_aux_2: 0.1826 (0.1918)  loss_bbox_aux_3: 0.1847 (0.1906)  loss_bbox_aux_4: 0.1832 (0.1904)  loss_bbox_aux_5: 0.2321 (0.2523)  loss_bbox_dn_0: 0.3226 (0.3545)  loss_bbox_dn_1: 0.2630 (0.2842)  loss_bbox_dn_2: 0.2454 (0.2657)  loss_bbox_dn_3: 0.2375 (0.2573)  loss_bbox_dn_4: 0.2362 (0.2544)  loss_bbox_dn_5: 0.2363 (0.2542)  loss_giou: 0.5182 (0.5546)  loss_giou_aux_0: 0.5737 (0.5834)  loss_giou_aux_1: 0.5392 (0.5635)  loss_giou_aux_2: 0.5312 (0.5581)  loss_giou_aux_3: 0.5143 (0.5556)  loss_giou_aux_4: 0.5134 (0.5549)  loss_giou_aux_5: 0.6349 (0.6642)  loss_giou_dn_0: 0.6908 (0.7041)  loss_giou_dn_1: 0.5999 (0.5999)  loss_giou_dn_2: 0.5742 (0.5750)  loss_giou_dn_3: 0.5649 (0.5666)  loss_giou_dn_4: 0.5633 (0.5641)  loss_giou_dn_5: 0.5636 (0.5641)  loss_vfl: 0.7561 (0.7597)  loss_vfl_aux_0: 0.8760 (0.9016)  loss_vfl_aux_1: 0.8338 (0.8508)  loss_vfl_aux_2: 0.7864 (0.7979)  loss_vfl_aux_3: 0.7668 (0.7716)  loss_vfl_aux_4: 0.7652 (0.7621)  loss_vfl_aux_5: 0.8585 (0.8760)  loss_vfl_dn_0: 0.4796 (0.4856)  loss_vfl_dn_1: 0.4295 (0.4379)  loss_vfl_dn_2: 0.4116 (0.4199)  loss_vfl_dn_3: 0.4013 (0.4123)  loss_vfl_dn_4: 0.4022 (0.4096)  loss_vfl_dn_5: 0.4017 (0.4092)  time: 0.4696  data: 0.0137  max mem: 5653
Epoch: [7]  [6100/7393]  eta: 0:10:22  lr: 0.000010  loss: 18.9233 (18.9852)  loss_bbox: 0.1951 (0.1903)  loss_bbox_aux_0: 0.1971 (0.2052)  loss_bbox_aux_1: 0.1951 (0.1944)  loss_bbox_aux_2: 0.1858 (0.1917)  loss_bbox_aux_3: 0.1938 (0.1905)  loss_bbox_aux_4: 0.1949 (0.1903)  loss_bbox_aux_5: 0.2507 (0.2522)  loss_bbox_dn_0: 0.3513 (0.3544)  loss_bbox_dn_1: 0.2819 (0.2840)  loss_bbox_dn_2: 0.2585 (0.2655)  loss_bbox_dn_3: 0.2443 (0.2572)  loss_bbox_dn_4: 0.2427 (0.2543)  loss_bbox_dn_5: 0.2429 (0.2540)  loss_giou: 0.5051 (0.5544)  loss_giou_aux_0: 0.5410 (0.5832)  loss_giou_aux_1: 0.5111 (0.5632)  loss_giou_aux_2: 0.5081 (0.5579)  loss_giou_aux_3: 0.4988 (0.5554)  loss_giou_aux_4: 0.5025 (0.5548)  loss_giou_aux_5: 0.6213 (0.6640)  loss_giou_dn_0: 0.6848 (0.7040)  loss_giou_dn_1: 0.5769 (0.5998)  loss_giou_dn_2: 0.5541 (0.5749)  loss_giou_dn_3: 0.5475 (0.5665)  loss_giou_dn_4: 0.5417 (0.5640)  loss_giou_dn_5: 0.5418 (0.5640)  loss_vfl: 0.7755 (0.7598)  loss_vfl_aux_0: 0.9209 (0.9016)  loss_vfl_aux_1: 0.8989 (0.8511)  loss_vfl_aux_2: 0.7929 (0.7979)  loss_vfl_aux_3: 0.7975 (0.7718)  loss_vfl_aux_4: 0.7658 (0.7622)  loss_vfl_aux_5: 0.9076 (0.8760)  loss_vfl_dn_0: 0.4883 (0.4856)  loss_vfl_dn_1: 0.4375 (0.4380)  loss_vfl_dn_2: 0.4176 (0.4199)  loss_vfl_dn_3: 0.4107 (0.4124)  loss_vfl_dn_4: 0.4119 (0.4096)  loss_vfl_dn_5: 0.4105 (0.4092)  time: 0.4730  data: 0.0140  max mem: 5653
Epoch: [7]  [6200/7393]  eta: 0:09:34  lr: 0.000010  loss: 18.6192 (18.9860)  loss_bbox: 0.1852 (0.1904)  loss_bbox_aux_0: 0.2046 (0.2053)  loss_bbox_aux_1: 0.1903 (0.1945)  loss_bbox_aux_2: 0.1847 (0.1918)  loss_bbox_aux_3: 0.1822 (0.1905)  loss_bbox_aux_4: 0.1851 (0.1903)  loss_bbox_aux_5: 0.2573 (0.2522)  loss_bbox_dn_0: 0.3297 (0.3544)  loss_bbox_dn_1: 0.2657 (0.2841)  loss_bbox_dn_2: 0.2491 (0.2656)  loss_bbox_dn_3: 0.2429 (0.2573)  loss_bbox_dn_4: 0.2404 (0.2543)  loss_bbox_dn_5: 0.2396 (0.2541)  loss_giou: 0.6092 (0.5542)  loss_giou_aux_0: 0.6403 (0.5831)  loss_giou_aux_1: 0.6254 (0.5631)  loss_giou_aux_2: 0.6120 (0.5578)  loss_giou_aux_3: 0.6052 (0.5552)  loss_giou_aux_4: 0.6046 (0.5546)  loss_giou_aux_5: 0.7233 (0.6639)  loss_giou_dn_0: 0.7216 (0.7040)  loss_giou_dn_1: 0.6066 (0.5999)  loss_giou_dn_2: 0.5818 (0.5749)  loss_giou_dn_3: 0.5743 (0.5665)  loss_giou_dn_4: 0.5727 (0.5640)  loss_giou_dn_5: 0.5731 (0.5641)  loss_vfl: 0.7009 (0.7600)  loss_vfl_aux_0: 0.8406 (0.9017)  loss_vfl_aux_1: 0.7940 (0.8512)  loss_vfl_aux_2: 0.7349 (0.7981)  loss_vfl_aux_3: 0.7091 (0.7720)  loss_vfl_aux_4: 0.7155 (0.7624)  loss_vfl_aux_5: 0.8015 (0.8761)  loss_vfl_dn_0: 0.4716 (0.4855)  loss_vfl_dn_1: 0.4285 (0.4379)  loss_vfl_dn_2: 0.4109 (0.4199)  loss_vfl_dn_3: 0.4027 (0.4123)  loss_vfl_dn_4: 0.3994 (0.4096)  loss_vfl_dn_5: 0.3995 (0.4092)  time: 0.4670  data: 0.0135  max mem: 5653
Epoch: [7]  [6300/7393]  eta: 0:08:45  lr: 0.000010  loss: 18.8432 (18.9848)  loss_bbox: 0.1740 (0.1903)  loss_bbox_aux_0: 0.1939 (0.2052)  loss_bbox_aux_1: 0.1818 (0.1945)  loss_bbox_aux_2: 0.1843 (0.1917)  loss_bbox_aux_3: 0.1806 (0.1904)  loss_bbox_aux_4: 0.1778 (0.1902)  loss_bbox_aux_5: 0.2245 (0.2522)  loss_bbox_dn_0: 0.2858 (0.3541)  loss_bbox_dn_1: 0.2225 (0.2839)  loss_bbox_dn_2: 0.2163 (0.2654)  loss_bbox_dn_3: 0.2114 (0.2571)  loss_bbox_dn_4: 0.2102 (0.2541)  loss_bbox_dn_5: 0.2100 (0.2539)  loss_giou: 0.6146 (0.5544)  loss_giou_aux_0: 0.6292 (0.5833)  loss_giou_aux_1: 0.6142 (0.5633)  loss_giou_aux_2: 0.6029 (0.5580)  loss_giou_aux_3: 0.6111 (0.5554)  loss_giou_aux_4: 0.6055 (0.5548)  loss_giou_aux_5: 0.7108 (0.6640)  loss_giou_dn_0: 0.6993 (0.7040)  loss_giou_dn_1: 0.6040 (0.5999)  loss_giou_dn_2: 0.5836 (0.5749)  loss_giou_dn_3: 0.5749 (0.5665)  loss_giou_dn_4: 0.5723 (0.5640)  loss_giou_dn_5: 0.5721 (0.5641)  loss_vfl: 0.7262 (0.7600)  loss_vfl_aux_0: 0.8191 (0.9015)  loss_vfl_aux_1: 0.7793 (0.8510)  loss_vfl_aux_2: 0.7586 (0.7980)  loss_vfl_aux_3: 0.7398 (0.7720)  loss_vfl_aux_4: 0.7337 (0.7624)  loss_vfl_aux_5: 0.8008 (0.8759)  loss_vfl_dn_0: 0.4859 (0.4856)  loss_vfl_dn_1: 0.4332 (0.4379)  loss_vfl_dn_2: 0.4127 (0.4199)  loss_vfl_dn_3: 0.4070 (0.4123)  loss_vfl_dn_4: 0.4041 (0.4096)  loss_vfl_dn_5: 0.4044 (0.4092)  time: 0.4750  data: 0.0141  max mem: 5653
Epoch: [7]  [6400/7393]  eta: 0:07:57  lr: 0.000010  loss: 19.0415 (18.9852)  loss_bbox: 0.1798 (0.1903)  loss_bbox_aux_0: 0.1992 (0.2053)  loss_bbox_aux_1: 0.1827 (0.1945)  loss_bbox_aux_2: 0.1830 (0.1917)  loss_bbox_aux_3: 0.1768 (0.1904)  loss_bbox_aux_4: 0.1754 (0.1903)  loss_bbox_aux_5: 0.2487 (0.2522)  loss_bbox_dn_0: 0.3212 (0.3541)  loss_bbox_dn_1: 0.2569 (0.2839)  loss_bbox_dn_2: 0.2403 (0.2654)  loss_bbox_dn_3: 0.2355 (0.2571)  loss_bbox_dn_4: 0.2341 (0.2542)  loss_bbox_dn_5: 0.2338 (0.2539)  loss_giou: 0.5045 (0.5543)  loss_giou_aux_0: 0.5608 (0.5833)  loss_giou_aux_1: 0.5444 (0.5633)  loss_giou_aux_2: 0.5215 (0.5579)  loss_giou_aux_3: 0.5064 (0.5553)  loss_giou_aux_4: 0.5000 (0.5547)  loss_giou_aux_5: 0.6398 (0.6639)  loss_giou_dn_0: 0.7022 (0.7040)  loss_giou_dn_1: 0.5958 (0.5998)  loss_giou_dn_2: 0.5692 (0.5749)  loss_giou_dn_3: 0.5615 (0.5665)  loss_giou_dn_4: 0.5586 (0.5640)  loss_giou_dn_5: 0.5586 (0.5640)  loss_vfl: 0.7600 (0.7602)  loss_vfl_aux_0: 0.8934 (0.9015)  loss_vfl_aux_1: 0.8503 (0.8511)  loss_vfl_aux_2: 0.8049 (0.7981)  loss_vfl_aux_3: 0.7974 (0.7722)  loss_vfl_aux_4: 0.7693 (0.7625)  loss_vfl_aux_5: 0.8534 (0.8760)  loss_vfl_dn_0: 0.4870 (0.4855)  loss_vfl_dn_1: 0.4382 (0.4379)  loss_vfl_dn_2: 0.4321 (0.4199)  loss_vfl_dn_3: 0.4231 (0.4123)  loss_vfl_dn_4: 0.4156 (0.4096)  loss_vfl_dn_5: 0.4156 (0.4092)  time: 0.4730  data: 0.0139  max mem: 5653
Epoch: [7]  [6500/7393]  eta: 0:07:09  lr: 0.000010  loss: 19.0580 (18.9818)  loss_bbox: 0.1903 (0.1903)  loss_bbox_aux_0: 0.2109 (0.2053)  loss_bbox_aux_1: 0.2029 (0.1944)  loss_bbox_aux_2: 0.1957 (0.1917)  loss_bbox_aux_3: 0.1993 (0.1904)  loss_bbox_aux_4: 0.1965 (0.1902)  loss_bbox_aux_5: 0.2579 (0.2522)  loss_bbox_dn_0: 0.3805 (0.3542)  loss_bbox_dn_1: 0.2541 (0.2839)  loss_bbox_dn_2: 0.2549 (0.2654)  loss_bbox_dn_3: 0.2466 (0.2571)  loss_bbox_dn_4: 0.2406 (0.2541)  loss_bbox_dn_5: 0.2408 (0.2539)  loss_giou: 0.5063 (0.5539)  loss_giou_aux_0: 0.5220 (0.5829)  loss_giou_aux_1: 0.5016 (0.5629)  loss_giou_aux_2: 0.4979 (0.5575)  loss_giou_aux_3: 0.4989 (0.5549)  loss_giou_aux_4: 0.5008 (0.5543)  loss_giou_aux_5: 0.6233 (0.6635)  loss_giou_dn_0: 0.6866 (0.7037)  loss_giou_dn_1: 0.5791 (0.5995)  loss_giou_dn_2: 0.5664 (0.5746)  loss_giou_dn_3: 0.5636 (0.5662)  loss_giou_dn_4: 0.5592 (0.5637)  loss_giou_dn_5: 0.5594 (0.5637)  loss_vfl: 0.7680 (0.7604)  loss_vfl_aux_0: 0.9204 (0.9019)  loss_vfl_aux_1: 0.8408 (0.8513)  loss_vfl_aux_2: 0.8173 (0.7983)  loss_vfl_aux_3: 0.7826 (0.7724)  loss_vfl_aux_4: 0.7796 (0.7628)  loss_vfl_aux_5: 0.8987 (0.8764)  loss_vfl_dn_0: 0.4805 (0.4856)  loss_vfl_dn_1: 0.4294 (0.4379)  loss_vfl_dn_2: 0.4110 (0.4198)  loss_vfl_dn_3: 0.4019 (0.4123)  loss_vfl_dn_4: 0.4026 (0.4095)  loss_vfl_dn_5: 0.4026 (0.4092)  time: 0.4828  data: 0.0138  max mem: 5653
Epoch: [7]  [6600/7393]  eta: 0:06:21  lr: 0.000010  loss: 18.9183 (18.9765)  loss_bbox: 0.1796 (0.1902)  loss_bbox_aux_0: 0.1887 (0.2051)  loss_bbox_aux_1: 0.1775 (0.1943)  loss_bbox_aux_2: 0.1810 (0.1915)  loss_bbox_aux_3: 0.1759 (0.1902)  loss_bbox_aux_4: 0.1794 (0.1901)  loss_bbox_aux_5: 0.2326 (0.2520)  loss_bbox_dn_0: 0.3326 (0.3539)  loss_bbox_dn_1: 0.2662 (0.2836)  loss_bbox_dn_2: 0.2440 (0.2652)  loss_bbox_dn_3: 0.2314 (0.2569)  loss_bbox_dn_4: 0.2273 (0.2539)  loss_bbox_dn_5: 0.2264 (0.2537)  loss_giou: 0.5241 (0.5538)  loss_giou_aux_0: 0.5501 (0.5827)  loss_giou_aux_1: 0.5384 (0.5627)  loss_giou_aux_2: 0.5178 (0.5573)  loss_giou_aux_3: 0.5096 (0.5548)  loss_giou_aux_4: 0.5149 (0.5542)  loss_giou_aux_5: 0.6484 (0.6632)  loss_giou_dn_0: 0.7103 (0.7035)  loss_giou_dn_1: 0.6108 (0.5994)  loss_giou_dn_2: 0.5768 (0.5745)  loss_giou_dn_3: 0.5650 (0.5661)  loss_giou_dn_4: 0.5606 (0.5636)  loss_giou_dn_5: 0.5600 (0.5636)  loss_vfl: 0.7437 (0.7602)  loss_vfl_aux_0: 0.8762 (0.9018)  loss_vfl_aux_1: 0.8234 (0.8511)  loss_vfl_aux_2: 0.8087 (0.7982)  loss_vfl_aux_3: 0.7664 (0.7722)  loss_vfl_aux_4: 0.7382 (0.7626)  loss_vfl_aux_5: 0.8424 (0.8763)  loss_vfl_dn_0: 0.4816 (0.4856)  loss_vfl_dn_1: 0.4375 (0.4379)  loss_vfl_dn_2: 0.4236 (0.4198)  loss_vfl_dn_3: 0.4162 (0.4123)  loss_vfl_dn_4: 0.4122 (0.4095)  loss_vfl_dn_5: 0.4114 (0.4091)  time: 0.4592  data: 0.0142  max mem: 5653
Epoch: [7]  [6700/7393]  eta: 0:05:32  lr: 0.000010  loss: 18.6186 (18.9745)  loss_bbox: 0.1850 (0.1902)  loss_bbox_aux_0: 0.1910 (0.2051)  loss_bbox_aux_1: 0.1911 (0.1943)  loss_bbox_aux_2: 0.1862 (0.1915)  loss_bbox_aux_3: 0.1841 (0.1902)  loss_bbox_aux_4: 0.1839 (0.1901)  loss_bbox_aux_5: 0.2435 (0.2519)  loss_bbox_dn_0: 0.3113 (0.3538)  loss_bbox_dn_1: 0.2528 (0.2835)  loss_bbox_dn_2: 0.2365 (0.2651)  loss_bbox_dn_3: 0.2295 (0.2568)  loss_bbox_dn_4: 0.2280 (0.2538)  loss_bbox_dn_5: 0.2276 (0.2536)  loss_giou: 0.5469 (0.5537)  loss_giou_aux_0: 0.5769 (0.5826)  loss_giou_aux_1: 0.5614 (0.5626)  loss_giou_aux_2: 0.5420 (0.5572)  loss_giou_aux_3: 0.5466 (0.5546)  loss_giou_aux_4: 0.5481 (0.5540)  loss_giou_aux_5: 0.6507 (0.6631)  loss_giou_dn_0: 0.7019 (0.7034)  loss_giou_dn_1: 0.5922 (0.5992)  loss_giou_dn_2: 0.5596 (0.5743)  loss_giou_dn_3: 0.5528 (0.5659)  loss_giou_dn_4: 0.5501 (0.5634)  loss_giou_dn_5: 0.5502 (0.5635)  loss_vfl: 0.7331 (0.7603)  loss_vfl_aux_0: 0.8817 (0.9018)  loss_vfl_aux_1: 0.8100 (0.8511)  loss_vfl_aux_2: 0.7977 (0.7983)  loss_vfl_aux_3: 0.7441 (0.7724)  loss_vfl_aux_4: 0.7441 (0.7627)  loss_vfl_aux_5: 0.8517 (0.8763)  loss_vfl_dn_0: 0.4819 (0.4856)  loss_vfl_dn_1: 0.4337 (0.4378)  loss_vfl_dn_2: 0.4137 (0.4198)  loss_vfl_dn_3: 0.4065 (0.4123)  loss_vfl_dn_4: 0.4069 (0.4095)  loss_vfl_dn_5: 0.4041 (0.4091)  time: 0.4695  data: 0.0137  max mem: 5653
Epoch: [7]  [6800/7393]  eta: 0:04:44  lr: 0.000010  loss: 18.9025 (18.9742)  loss_bbox: 0.1779 (0.1902)  loss_bbox_aux_0: 0.1811 (0.2051)  loss_bbox_aux_1: 0.1959 (0.1943)  loss_bbox_aux_2: 0.1823 (0.1915)  loss_bbox_aux_3: 0.1812 (0.1902)  loss_bbox_aux_4: 0.1802 (0.1901)  loss_bbox_aux_5: 0.2465 (0.2519)  loss_bbox_dn_0: 0.3545 (0.3538)  loss_bbox_dn_1: 0.2950 (0.2835)  loss_bbox_dn_2: 0.2705 (0.2651)  loss_bbox_dn_3: 0.2638 (0.2568)  loss_bbox_dn_4: 0.2602 (0.2538)  loss_bbox_dn_5: 0.2602 (0.2536)  loss_giou: 0.5601 (0.5538)  loss_giou_aux_0: 0.5794 (0.5828)  loss_giou_aux_1: 0.5640 (0.5628)  loss_giou_aux_2: 0.5647 (0.5573)  loss_giou_aux_3: 0.5621 (0.5548)  loss_giou_aux_4: 0.5563 (0.5542)  loss_giou_aux_5: 0.6595 (0.6632)  loss_giou_dn_0: 0.6855 (0.7034)  loss_giou_dn_1: 0.5872 (0.5993)  loss_giou_dn_2: 0.5613 (0.5744)  loss_giou_dn_3: 0.5508 (0.5660)  loss_giou_dn_4: 0.5492 (0.5635)  loss_giou_dn_5: 0.5484 (0.5635)  loss_vfl: 0.7387 (0.7601)  loss_vfl_aux_0: 0.8942 (0.9016)  loss_vfl_aux_1: 0.8208 (0.8509)  loss_vfl_aux_2: 0.7899 (0.7982)  loss_vfl_aux_3: 0.7391 (0.7722)  loss_vfl_aux_4: 0.7454 (0.7626)  loss_vfl_aux_5: 0.8715 (0.8762)  loss_vfl_dn_0: 0.4731 (0.4855)  loss_vfl_dn_1: 0.4285 (0.4378)  loss_vfl_dn_2: 0.4148 (0.4197)  loss_vfl_dn_3: 0.4053 (0.4122)  loss_vfl_dn_4: 0.4035 (0.4094)  loss_vfl_dn_5: 0.4033 (0.4091)  time: 0.4694  data: 0.0145  max mem: 5653
Epoch: [7]  [6900/7393]  eta: 0:03:56  lr: 0.000010  loss: 18.2515 (18.9719)  loss_bbox: 0.1732 (0.1901)  loss_bbox_aux_0: 0.1844 (0.2051)  loss_bbox_aux_1: 0.1723 (0.1943)  loss_bbox_aux_2: 0.1715 (0.1914)  loss_bbox_aux_3: 0.1697 (0.1902)  loss_bbox_aux_4: 0.1752 (0.1900)  loss_bbox_aux_5: 0.2331 (0.2519)  loss_bbox_dn_0: 0.3220 (0.3537)  loss_bbox_dn_1: 0.2447 (0.2834)  loss_bbox_dn_2: 0.2334 (0.2649)  loss_bbox_dn_3: 0.2282 (0.2566)  loss_bbox_dn_4: 0.2287 (0.2537)  loss_bbox_dn_5: 0.2288 (0.2534)  loss_giou: 0.5317 (0.5538)  loss_giou_aux_0: 0.5784 (0.5828)  loss_giou_aux_1: 0.5461 (0.5627)  loss_giou_aux_2: 0.5314 (0.5573)  loss_giou_aux_3: 0.5305 (0.5547)  loss_giou_aux_4: 0.5301 (0.5541)  loss_giou_aux_5: 0.6395 (0.6632)  loss_giou_dn_0: 0.6810 (0.7033)  loss_giou_dn_1: 0.5734 (0.5992)  loss_giou_dn_2: 0.5463 (0.5743)  loss_giou_dn_3: 0.5392 (0.5659)  loss_giou_dn_4: 0.5356 (0.5634)  loss_giou_dn_5: 0.5355 (0.5634)  loss_vfl: 0.7443 (0.7601)  loss_vfl_aux_0: 0.9042 (0.9014)  loss_vfl_aux_1: 0.8720 (0.8510)  loss_vfl_aux_2: 0.7802 (0.7981)  loss_vfl_aux_3: 0.7517 (0.7722)  loss_vfl_aux_4: 0.7534 (0.7626)  loss_vfl_aux_5: 0.8603 (0.8761)  loss_vfl_dn_0: 0.4846 (0.4855)  loss_vfl_dn_1: 0.4314 (0.4377)  loss_vfl_dn_2: 0.4134 (0.4197)  loss_vfl_dn_3: 0.4044 (0.4122)  loss_vfl_dn_4: 0.4012 (0.4094)  loss_vfl_dn_5: 0.4008 (0.4090)  time: 0.4714  data: 0.0136  max mem: 5653
Epoch: [7]  [7000/7393]  eta: 0:03:08  lr: 0.000010  loss: 18.9914 (18.9706)  loss_bbox: 0.2062 (0.1901)  loss_bbox_aux_0: 0.2071 (0.2051)  loss_bbox_aux_1: 0.2067 (0.1942)  loss_bbox_aux_2: 0.2100 (0.1914)  loss_bbox_aux_3: 0.2083 (0.1901)  loss_bbox_aux_4: 0.2043 (0.1900)  loss_bbox_aux_5: 0.2573 (0.2519)  loss_bbox_dn_0: 0.3490 (0.3536)  loss_bbox_dn_1: 0.2917 (0.2833)  loss_bbox_dn_2: 0.2685 (0.2649)  loss_bbox_dn_3: 0.2589 (0.2566)  loss_bbox_dn_4: 0.2528 (0.2536)  loss_bbox_dn_5: 0.2531 (0.2534)  loss_giou: 0.5363 (0.5537)  loss_giou_aux_0: 0.5477 (0.5827)  loss_giou_aux_1: 0.5357 (0.5626)  loss_giou_aux_2: 0.5354 (0.5571)  loss_giou_aux_3: 0.5421 (0.5546)  loss_giou_aux_4: 0.5377 (0.5540)  loss_giou_aux_5: 0.6474 (0.6631)  loss_giou_dn_0: 0.6953 (0.7032)  loss_giou_dn_1: 0.5901 (0.5991)  loss_giou_dn_2: 0.5575 (0.5742)  loss_giou_dn_3: 0.5476 (0.5658)  loss_giou_dn_4: 0.5433 (0.5633)  loss_giou_dn_5: 0.5435 (0.5634)  loss_vfl: 0.7708 (0.7603)  loss_vfl_aux_0: 0.8876 (0.9014)  loss_vfl_aux_1: 0.8474 (0.8510)  loss_vfl_aux_2: 0.8000 (0.7982)  loss_vfl_aux_3: 0.7771 (0.7724)  loss_vfl_aux_4: 0.7680 (0.7627)  loss_vfl_aux_5: 0.8833 (0.8761)  loss_vfl_dn_0: 0.4829 (0.4855)  loss_vfl_dn_1: 0.4339 (0.4377)  loss_vfl_dn_2: 0.4148 (0.4196)  loss_vfl_dn_3: 0.4072 (0.4121)  loss_vfl_dn_4: 0.4065 (0.4093)  loss_vfl_dn_5: 0.4064 (0.4090)  time: 0.4698  data: 0.0139  max mem: 5653
Epoch: [7]  [7100/7393]  eta: 0:02:20  lr: 0.000010  loss: 18.4495 (18.9693)  loss_bbox: 0.1852 (0.1900)  loss_bbox_aux_0: 0.1936 (0.2050)  loss_bbox_aux_1: 0.1826 (0.1942)  loss_bbox_aux_2: 0.1869 (0.1914)  loss_bbox_aux_3: 0.1775 (0.1901)  loss_bbox_aux_4: 0.1807 (0.1899)  loss_bbox_aux_5: 0.2296 (0.2518)  loss_bbox_dn_0: 0.3340 (0.3535)  loss_bbox_dn_1: 0.2546 (0.2832)  loss_bbox_dn_2: 0.2347 (0.2648)  loss_bbox_dn_3: 0.2263 (0.2565)  loss_bbox_dn_4: 0.2211 (0.2535)  loss_bbox_dn_5: 0.2211 (0.2533)  loss_giou: 0.5355 (0.5536)  loss_giou_aux_0: 0.5479 (0.5826)  loss_giou_aux_1: 0.5278 (0.5626)  loss_giou_aux_2: 0.5350 (0.5571)  loss_giou_aux_3: 0.5331 (0.5546)  loss_giou_aux_4: 0.5380 (0.5539)  loss_giou_aux_5: 0.6315 (0.6630)  loss_giou_dn_0: 0.6932 (0.7032)  loss_giou_dn_1: 0.5850 (0.5991)  loss_giou_dn_2: 0.5606 (0.5742)  loss_giou_dn_3: 0.5450 (0.5658)  loss_giou_dn_4: 0.5413 (0.5633)  loss_giou_dn_5: 0.5413 (0.5633)  loss_vfl: 0.7686 (0.7605)  loss_vfl_aux_0: 0.8630 (0.9013)  loss_vfl_aux_1: 0.8397 (0.8510)  loss_vfl_aux_2: 0.7890 (0.7983)  loss_vfl_aux_3: 0.7554 (0.7725)  loss_vfl_aux_4: 0.7538 (0.7629)  loss_vfl_aux_5: 0.8215 (0.8761)  loss_vfl_dn_0: 0.4889 (0.4855)  loss_vfl_dn_1: 0.4420 (0.4377)  loss_vfl_dn_2: 0.4218 (0.4197)  loss_vfl_dn_3: 0.4168 (0.4121)  loss_vfl_dn_4: 0.4096 (0.4094)  loss_vfl_dn_5: 0.4093 (0.4090)  time: 0.4727  data: 0.0140  max mem: 5653
Epoch: [7]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 18.6085 (18.9678)  loss_bbox: 0.1904 (0.1899)  loss_bbox_aux_0: 0.1993 (0.2050)  loss_bbox_aux_1: 0.1863 (0.1942)  loss_bbox_aux_2: 0.1911 (0.1913)  loss_bbox_aux_3: 0.1902 (0.1901)  loss_bbox_aux_4: 0.1904 (0.1899)  loss_bbox_aux_5: 0.2492 (0.2518)  loss_bbox_dn_0: 0.3554 (0.3534)  loss_bbox_dn_1: 0.2784 (0.2831)  loss_bbox_dn_2: 0.2585 (0.2647)  loss_bbox_dn_3: 0.2469 (0.2564)  loss_bbox_dn_4: 0.2443 (0.2535)  loss_bbox_dn_5: 0.2438 (0.2532)  loss_giou: 0.5385 (0.5535)  loss_giou_aux_0: 0.5603 (0.5825)  loss_giou_aux_1: 0.5508 (0.5625)  loss_giou_aux_2: 0.5424 (0.5570)  loss_giou_aux_3: 0.5394 (0.5545)  loss_giou_aux_4: 0.5364 (0.5539)  loss_giou_aux_5: 0.6479 (0.6630)  loss_giou_dn_0: 0.6663 (0.7030)  loss_giou_dn_1: 0.5721 (0.5989)  loss_giou_dn_2: 0.5465 (0.5740)  loss_giou_dn_3: 0.5330 (0.5657)  loss_giou_dn_4: 0.5312 (0.5631)  loss_giou_dn_5: 0.5306 (0.5632)  loss_vfl: 0.7495 (0.7607)  loss_vfl_aux_0: 0.8858 (0.9013)  loss_vfl_aux_1: 0.8507 (0.8511)  loss_vfl_aux_2: 0.7987 (0.7985)  loss_vfl_aux_3: 0.7508 (0.7726)  loss_vfl_aux_4: 0.7558 (0.7630)  loss_vfl_aux_5: 0.8681 (0.8762)  loss_vfl_dn_0: 0.4825 (0.4855)  loss_vfl_dn_1: 0.4375 (0.4377)  loss_vfl_dn_2: 0.4170 (0.4196)  loss_vfl_dn_3: 0.4055 (0.4121)  loss_vfl_dn_4: 0.4035 (0.4093)  loss_vfl_dn_5: 0.4012 (0.4090)  time: 0.4746  data: 0.0140  max mem: 5653
Epoch: [7]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 18.9852 (18.9662)  loss_bbox: 0.1823 (0.1899)  loss_bbox_aux_0: 0.1968 (0.2050)  loss_bbox_aux_1: 0.1833 (0.1942)  loss_bbox_aux_2: 0.1802 (0.1913)  loss_bbox_aux_3: 0.1848 (0.1901)  loss_bbox_aux_4: 0.1806 (0.1899)  loss_bbox_aux_5: 0.2338 (0.2517)  loss_bbox_dn_0: 0.3039 (0.3533)  loss_bbox_dn_1: 0.2513 (0.2831)  loss_bbox_dn_2: 0.2415 (0.2647)  loss_bbox_dn_3: 0.2353 (0.2564)  loss_bbox_dn_4: 0.2314 (0.2534)  loss_bbox_dn_5: 0.2313 (0.2532)  loss_giou: 0.5766 (0.5534)  loss_giou_aux_0: 0.6164 (0.5824)  loss_giou_aux_1: 0.6012 (0.5624)  loss_giou_aux_2: 0.5866 (0.5569)  loss_giou_aux_3: 0.5839 (0.5544)  loss_giou_aux_4: 0.5801 (0.5538)  loss_giou_aux_5: 0.6833 (0.6628)  loss_giou_dn_0: 0.6994 (0.7028)  loss_giou_dn_1: 0.6099 (0.5987)  loss_giou_dn_2: 0.5888 (0.5738)  loss_giou_dn_3: 0.5845 (0.5655)  loss_giou_dn_4: 0.5826 (0.5629)  loss_giou_dn_5: 0.5826 (0.5630)  loss_vfl: 0.7201 (0.7608)  loss_vfl_aux_0: 0.8585 (0.9014)  loss_vfl_aux_1: 0.7930 (0.8511)  loss_vfl_aux_2: 0.7603 (0.7986)  loss_vfl_aux_3: 0.7143 (0.7728)  loss_vfl_aux_4: 0.7176 (0.7632)  loss_vfl_aux_5: 0.8133 (0.8763)  loss_vfl_dn_0: 0.4860 (0.4855)  loss_vfl_dn_1: 0.4277 (0.4377)  loss_vfl_dn_2: 0.4107 (0.4196)  loss_vfl_dn_3: 0.4050 (0.4121)  loss_vfl_dn_4: 0.4015 (0.4093)  loss_vfl_dn_5: 0.4043 (0.4090)  time: 0.4586  data: 0.0136  max mem: 5653
Epoch: [7]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 18.3387 (18.9637)  loss_bbox: 0.1803 (0.1899)  loss_bbox_aux_0: 0.1950 (0.2049)  loss_bbox_aux_1: 0.1888 (0.1941)  loss_bbox_aux_2: 0.1861 (0.1913)  loss_bbox_aux_3: 0.1838 (0.1900)  loss_bbox_aux_4: 0.1817 (0.1898)  loss_bbox_aux_5: 0.2279 (0.2516)  loss_bbox_dn_0: 0.3398 (0.3531)  loss_bbox_dn_1: 0.2666 (0.2829)  loss_bbox_dn_2: 0.2537 (0.2645)  loss_bbox_dn_3: 0.2437 (0.2562)  loss_bbox_dn_4: 0.2396 (0.2533)  loss_bbox_dn_5: 0.2392 (0.2530)  loss_giou: 0.5383 (0.5535)  loss_giou_aux_0: 0.5697 (0.5825)  loss_giou_aux_1: 0.5458 (0.5625)  loss_giou_aux_2: 0.5392 (0.5570)  loss_giou_aux_3: 0.5332 (0.5544)  loss_giou_aux_4: 0.5391 (0.5539)  loss_giou_aux_5: 0.6363 (0.6628)  loss_giou_dn_0: 0.6950 (0.7028)  loss_giou_dn_1: 0.5960 (0.5988)  loss_giou_dn_2: 0.5736 (0.5739)  loss_giou_dn_3: 0.5595 (0.5655)  loss_giou_dn_4: 0.5566 (0.5630)  loss_giou_dn_5: 0.5561 (0.5630)  loss_vfl: 0.7479 (0.7606)  loss_vfl_aux_0: 0.8923 (0.9011)  loss_vfl_aux_1: 0.8429 (0.8509)  loss_vfl_aux_2: 0.7912 (0.7984)  loss_vfl_aux_3: 0.7462 (0.7726)  loss_vfl_aux_4: 0.7560 (0.7630)  loss_vfl_aux_5: 0.8604 (0.8760)  loss_vfl_dn_0: 0.4729 (0.4855)  loss_vfl_dn_1: 0.4299 (0.4376)  loss_vfl_dn_2: 0.4097 (0.4196)  loss_vfl_dn_3: 0.4023 (0.4120)  loss_vfl_dn_4: 0.4005 (0.4093)  loss_vfl_dn_5: 0.3998 (0.4089)  time: 0.4677  data: 0.0137  max mem: 5653
Epoch: [7] Total time: 0:59:06 (0.4798 s / it)
Averaged stats: lr: 0.000010  loss: 18.3387 (18.9637)  loss_bbox: 0.1803 (0.1899)  loss_bbox_aux_0: 0.1950 (0.2049)  loss_bbox_aux_1: 0.1888 (0.1941)  loss_bbox_aux_2: 0.1861 (0.1913)  loss_bbox_aux_3: 0.1838 (0.1900)  loss_bbox_aux_4: 0.1817 (0.1898)  loss_bbox_aux_5: 0.2279 (0.2516)  loss_bbox_dn_0: 0.3398 (0.3531)  loss_bbox_dn_1: 0.2666 (0.2829)  loss_bbox_dn_2: 0.2537 (0.2645)  loss_bbox_dn_3: 0.2437 (0.2562)  loss_bbox_dn_4: 0.2396 (0.2533)  loss_bbox_dn_5: 0.2392 (0.2530)  loss_giou: 0.5383 (0.5535)  loss_giou_aux_0: 0.5697 (0.5825)  loss_giou_aux_1: 0.5458 (0.5625)  loss_giou_aux_2: 0.5392 (0.5570)  loss_giou_aux_3: 0.5332 (0.5544)  loss_giou_aux_4: 0.5391 (0.5539)  loss_giou_aux_5: 0.6363 (0.6628)  loss_giou_dn_0: 0.6950 (0.7028)  loss_giou_dn_1: 0.5960 (0.5988)  loss_giou_dn_2: 0.5736 (0.5739)  loss_giou_dn_3: 0.5595 (0.5655)  loss_giou_dn_4: 0.5566 (0.5630)  loss_giou_dn_5: 0.5561 (0.5630)  loss_vfl: 0.7479 (0.7606)  loss_vfl_aux_0: 0.8923 (0.9011)  loss_vfl_aux_1: 0.8429 (0.8509)  loss_vfl_aux_2: 0.7912 (0.7984)  loss_vfl_aux_3: 0.7462 (0.7726)  loss_vfl_aux_4: 0.7560 (0.7630)  loss_vfl_aux_5: 0.8604 (0.8760)  loss_vfl_dn_0: 0.4729 (0.4855)  loss_vfl_dn_1: 0.4299 (0.4376)  loss_vfl_dn_2: 0.4097 (0.4196)  loss_vfl_dn_3: 0.4023 (0.4120)  loss_vfl_dn_4: 0.4005 (0.4093)  loss_vfl_dn_5: 0.3998 (0.4089)
Test:  [  0/157]  eta: 0:04:01    time: 1.5384  data: 1.1232  max mem: 5653
Test:  [ 10/157]  eta: 0:02:26    time: 0.9956  data: 0.1237  max mem: 5653
Test:  [ 20/157]  eta: 0:01:36    time: 0.6612  data: 0.0252  max mem: 5653
Test:  [ 30/157]  eta: 0:01:16    time: 0.3826  data: 0.0264  max mem: 5653
Test:  [ 40/157]  eta: 0:01:04    time: 0.3871  data: 0.0268  max mem: 5653
Test:  [ 50/157]  eta: 0:00:55    time: 0.3950  data: 0.0286  max mem: 5653
Test:  [ 60/157]  eta: 0:00:48    time: 0.4030  data: 0.0296  max mem: 5653
Test:  [ 70/157]  eta: 0:00:42    time: 0.3946  data: 0.0283  max mem: 5653
Test:  [ 80/157]  eta: 0:00:36    time: 0.3905  data: 0.0271  max mem: 5653
Test:  [ 90/157]  eta: 0:00:31    time: 0.3933  data: 0.0265  max mem: 5653
Test:  [100/157]  eta: 0:00:25    time: 0.3834  data: 0.0265  max mem: 5653
Test:  [110/157]  eta: 0:00:21    time: 0.3855  data: 0.0273  max mem: 5653
Test:  [120/157]  eta: 0:00:18    time: 0.6591  data: 0.0271  max mem: 5653
Test:  [130/157]  eta: 0:00:13    time: 0.6555  data: 0.0261  max mem: 5653
Test:  [140/157]  eta: 0:00:08    time: 0.3773  data: 0.0255  max mem: 5653
Test:  [150/157]  eta: 0:00:03    time: 0.3619  data: 0.0251  max mem: 5653
Test:  [156/157]  eta: 0:00:00    time: 0.3505  data: 0.0245  max mem: 5653
Test: Total time: 0:01:12 (0.4631 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=30.64s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.469
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.642
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.507
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.288
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.515
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.648
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.365
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.610
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.684
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.487
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.731
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.876
best_stat:  {'epoch': 7, 'coco_eval_bbox': 0.46890925271282524}
Epoch: [8]  [   0/7393]  eta: 6:55:37  lr: 0.000010  loss: 20.5085 (20.5085)  loss_bbox: 0.2970 (0.2970)  loss_bbox_aux_0: 0.2708 (0.2708)  loss_bbox_aux_1: 0.2916 (0.2916)  loss_bbox_aux_2: 0.2794 (0.2794)  loss_bbox_aux_3: 0.2833 (0.2833)  loss_bbox_aux_4: 0.2967 (0.2967)  loss_bbox_aux_5: 0.2986 (0.2986)  loss_bbox_dn_0: 0.4171 (0.4171)  loss_bbox_dn_1: 0.3766 (0.3766)  loss_bbox_dn_2: 0.3636 (0.3636)  loss_bbox_dn_3: 0.3587 (0.3587)  loss_bbox_dn_4: 0.3583 (0.3583)  loss_bbox_dn_5: 0.3582 (0.3582)  loss_giou: 0.4880 (0.4880)  loss_giou_aux_0: 0.4993 (0.4993)  loss_giou_aux_1: 0.5086 (0.5086)  loss_giou_aux_2: 0.4937 (0.4937)  loss_giou_aux_3: 0.4867 (0.4867)  loss_giou_aux_4: 0.4935 (0.4935)  loss_giou_aux_5: 0.5655 (0.5655)  loss_giou_dn_0: 0.6964 (0.6964)  loss_giou_dn_1: 0.6061 (0.6061)  loss_giou_dn_2: 0.5849 (0.5849)  loss_giou_dn_3: 0.5758 (0.5758)  loss_giou_dn_4: 0.5740 (0.5740)  loss_giou_dn_5: 0.5741 (0.5741)  loss_vfl: 0.8585 (0.8585)  loss_vfl_aux_0: 1.0303 (1.0303)  loss_vfl_aux_1: 0.9575 (0.9575)  loss_vfl_aux_2: 0.9051 (0.9051)  loss_vfl_aux_3: 0.8626 (0.8626)  loss_vfl_aux_4: 0.8564 (0.8564)  loss_vfl_aux_5: 0.9904 (0.9904)  loss_vfl_dn_0: 0.4845 (0.4845)  loss_vfl_dn_1: 0.4498 (0.4498)  loss_vfl_dn_2: 0.4306 (0.4306)  loss_vfl_dn_3: 0.4272 (0.4272)  loss_vfl_dn_4: 0.4296 (0.4296)  loss_vfl_dn_5: 0.4296 (0.4296)  time: 3.3731  data: 1.3166  max mem: 5653
Epoch: [8]  [ 100/7393]  eta: 1:00:46  lr: 0.000010  loss: 18.1684 (18.6388)  loss_bbox: 0.1676 (0.1874)  loss_bbox_aux_0: 0.1846 (0.2020)  loss_bbox_aux_1: 0.1658 (0.1914)  loss_bbox_aux_2: 0.1620 (0.1877)  loss_bbox_aux_3: 0.1618 (0.1869)  loss_bbox_aux_4: 0.1629 (0.1873)  loss_bbox_aux_5: 0.2243 (0.2465)  loss_bbox_dn_0: 0.3293 (0.3523)  loss_bbox_dn_1: 0.2673 (0.2826)  loss_bbox_dn_2: 0.2430 (0.2633)  loss_bbox_dn_3: 0.2391 (0.2546)  loss_bbox_dn_4: 0.2377 (0.2519)  loss_bbox_dn_5: 0.2375 (0.2517)  loss_giou: 0.5326 (0.5346)  loss_giou_aux_0: 0.5585 (0.5632)  loss_giou_aux_1: 0.5428 (0.5442)  loss_giou_aux_2: 0.5336 (0.5382)  loss_giou_aux_3: 0.5322 (0.5358)  loss_giou_aux_4: 0.5326 (0.5355)  loss_giou_aux_5: 0.6250 (0.6419)  loss_giou_dn_0: 0.6855 (0.6864)  loss_giou_dn_1: 0.5863 (0.5852)  loss_giou_dn_2: 0.5560 (0.5608)  loss_giou_dn_3: 0.5466 (0.5527)  loss_giou_dn_4: 0.5446 (0.5503)  loss_giou_dn_5: 0.5448 (0.5503)  loss_vfl: 0.7685 (0.7538)  loss_vfl_aux_0: 0.8757 (0.8925)  loss_vfl_aux_1: 0.8414 (0.8405)  loss_vfl_aux_2: 0.8082 (0.7922)  loss_vfl_aux_3: 0.7784 (0.7637)  loss_vfl_aux_4: 0.7749 (0.7549)  loss_vfl_aux_5: 0.8433 (0.8741)  loss_vfl_dn_0: 0.4791 (0.4813)  loss_vfl_dn_1: 0.4309 (0.4323)  loss_vfl_dn_2: 0.4112 (0.4141)  loss_vfl_dn_3: 0.4085 (0.4069)  loss_vfl_dn_4: 0.4055 (0.4039)  loss_vfl_dn_5: 0.4066 (0.4038)  time: 0.4631  data: 0.0152  max mem: 5653
Epoch: [8]  [ 200/7393]  eta: 0:58:19  lr: 0.000010  loss: 18.9437 (18.6395)  loss_bbox: 0.1802 (0.1835)  loss_bbox_aux_0: 0.1986 (0.1975)  loss_bbox_aux_1: 0.1901 (0.1877)  loss_bbox_aux_2: 0.1820 (0.1841)  loss_bbox_aux_3: 0.1810 (0.1831)  loss_bbox_aux_4: 0.1820 (0.1832)  loss_bbox_aux_5: 0.2419 (0.2412)  loss_bbox_dn_0: 0.3353 (0.3363)  loss_bbox_dn_1: 0.2625 (0.2687)  loss_bbox_dn_2: 0.2452 (0.2508)  loss_bbox_dn_3: 0.2382 (0.2424)  loss_bbox_dn_4: 0.2340 (0.2396)  loss_bbox_dn_5: 0.2334 (0.2395)  loss_giou: 0.5573 (0.5469)  loss_giou_aux_0: 0.5779 (0.5754)  loss_giou_aux_1: 0.5592 (0.5570)  loss_giou_aux_2: 0.5559 (0.5506)  loss_giou_aux_3: 0.5638 (0.5479)  loss_giou_aux_4: 0.5553 (0.5476)  loss_giou_aux_5: 0.6560 (0.6531)  loss_giou_dn_0: 0.7102 (0.6917)  loss_giou_dn_1: 0.6177 (0.5896)  loss_giou_dn_2: 0.5872 (0.5654)  loss_giou_dn_3: 0.5805 (0.5572)  loss_giou_dn_4: 0.5789 (0.5548)  loss_giou_dn_5: 0.5789 (0.5549)  loss_vfl: 0.7672 (0.7536)  loss_vfl_aux_0: 0.8966 (0.8903)  loss_vfl_aux_1: 0.8412 (0.8374)  loss_vfl_aux_2: 0.8056 (0.7898)  loss_vfl_aux_3: 0.7720 (0.7648)  loss_vfl_aux_4: 0.7686 (0.7562)  loss_vfl_aux_5: 0.8444 (0.8680)  loss_vfl_dn_0: 0.4856 (0.4827)  loss_vfl_dn_1: 0.4391 (0.4333)  loss_vfl_dn_2: 0.4238 (0.4155)  loss_vfl_dn_3: 0.4189 (0.4081)  loss_vfl_dn_4: 0.4176 (0.4053)  loss_vfl_dn_5: 0.4182 (0.4049)  time: 0.4686  data: 0.0144  max mem: 5653
Epoch: [8]  [ 300/7393]  eta: 0:56:56  lr: 0.000010  loss: 19.1106 (18.8421)  loss_bbox: 0.1974 (0.1886)  loss_bbox_aux_0: 0.2087 (0.2025)  loss_bbox_aux_1: 0.2044 (0.1929)  loss_bbox_aux_2: 0.2002 (0.1893)  loss_bbox_aux_3: 0.1999 (0.1882)  loss_bbox_aux_4: 0.1992 (0.1883)  loss_bbox_aux_5: 0.2596 (0.2474)  loss_bbox_dn_0: 0.3518 (0.3451)  loss_bbox_dn_1: 0.2815 (0.2762)  loss_bbox_dn_2: 0.2643 (0.2581)  loss_bbox_dn_3: 0.2588 (0.2498)  loss_bbox_dn_4: 0.2569 (0.2470)  loss_bbox_dn_5: 0.2571 (0.2468)  loss_giou: 0.5825 (0.5549)  loss_giou_aux_0: 0.6225 (0.5836)  loss_giou_aux_1: 0.5923 (0.5653)  loss_giou_aux_2: 0.5730 (0.5589)  loss_giou_aux_3: 0.5751 (0.5562)  loss_giou_aux_4: 0.5808 (0.5555)  loss_giou_aux_5: 0.7013 (0.6604)  loss_giou_dn_0: 0.7249 (0.6979)  loss_giou_dn_1: 0.6192 (0.5957)  loss_giou_dn_2: 0.5954 (0.5714)  loss_giou_dn_3: 0.5924 (0.5633)  loss_giou_dn_4: 0.5894 (0.5609)  loss_giou_dn_5: 0.5894 (0.5610)  loss_vfl: 0.7491 (0.7552)  loss_vfl_aux_0: 0.8533 (0.8935)  loss_vfl_aux_1: 0.8192 (0.8419)  loss_vfl_aux_2: 0.7861 (0.7919)  loss_vfl_aux_3: 0.7655 (0.7675)  loss_vfl_aux_4: 0.7470 (0.7584)  loss_vfl_aux_5: 0.8529 (0.8687)  loss_vfl_dn_0: 0.4793 (0.4836)  loss_vfl_dn_1: 0.4350 (0.4352)  loss_vfl_dn_2: 0.4131 (0.4174)  loss_vfl_dn_3: 0.4046 (0.4100)  loss_vfl_dn_4: 0.4027 (0.4071)  loss_vfl_dn_5: 0.4018 (0.4066)  time: 0.4669  data: 0.0145  max mem: 5653
Epoch: [8]  [ 400/7393]  eta: 0:55:54  lr: 0.000010  loss: 18.3309 (18.8420)  loss_bbox: 0.1868 (0.1893)  loss_bbox_aux_0: 0.2017 (0.2019)  loss_bbox_aux_1: 0.1894 (0.1926)  loss_bbox_aux_2: 0.1853 (0.1894)  loss_bbox_aux_3: 0.1799 (0.1887)  loss_bbox_aux_4: 0.1845 (0.1889)  loss_bbox_aux_5: 0.2586 (0.2474)  loss_bbox_dn_0: 0.3035 (0.3427)  loss_bbox_dn_1: 0.2505 (0.2746)  loss_bbox_dn_2: 0.2312 (0.2564)  loss_bbox_dn_3: 0.2254 (0.2481)  loss_bbox_dn_4: 0.2247 (0.2452)  loss_bbox_dn_5: 0.2244 (0.2450)  loss_giou: 0.5212 (0.5563)  loss_giou_aux_0: 0.5462 (0.5841)  loss_giou_aux_1: 0.5190 (0.5659)  loss_giou_aux_2: 0.5141 (0.5594)  loss_giou_aux_3: 0.5172 (0.5571)  loss_giou_aux_4: 0.5241 (0.5570)  loss_giou_aux_5: 0.6242 (0.6624)  loss_giou_dn_0: 0.6714 (0.6979)  loss_giou_dn_1: 0.5658 (0.5961)  loss_giou_dn_2: 0.5426 (0.5716)  loss_giou_dn_3: 0.5326 (0.5634)  loss_giou_dn_4: 0.5323 (0.5610)  loss_giou_dn_5: 0.5320 (0.5610)  loss_vfl: 0.7463 (0.7542)  loss_vfl_aux_0: 0.9012 (0.8958)  loss_vfl_aux_1: 0.8691 (0.8446)  loss_vfl_aux_2: 0.7956 (0.7930)  loss_vfl_aux_3: 0.7684 (0.7671)  loss_vfl_aux_4: 0.7496 (0.7567)  loss_vfl_aux_5: 0.8847 (0.8682)  loss_vfl_dn_0: 0.4881 (0.4838)  loss_vfl_dn_1: 0.4373 (0.4351)  loss_vfl_dn_2: 0.4207 (0.4173)  loss_vfl_dn_3: 0.4083 (0.4098)  loss_vfl_dn_4: 0.4055 (0.4070)  loss_vfl_dn_5: 0.4057 (0.4064)  time: 0.4749  data: 0.0148  max mem: 5653
Epoch: [8]  [ 500/7393]  eta: 0:54:58  lr: 0.000010  loss: 18.3641 (18.8401)  loss_bbox: 0.1729 (0.1886)  loss_bbox_aux_0: 0.1877 (0.2019)  loss_bbox_aux_1: 0.1764 (0.1920)  loss_bbox_aux_2: 0.1832 (0.1891)  loss_bbox_aux_3: 0.1774 (0.1884)  loss_bbox_aux_4: 0.1739 (0.1885)  loss_bbox_aux_5: 0.2352 (0.2472)  loss_bbox_dn_0: 0.3229 (0.3441)  loss_bbox_dn_1: 0.2578 (0.2756)  loss_bbox_dn_2: 0.2283 (0.2574)  loss_bbox_dn_3: 0.2199 (0.2491)  loss_bbox_dn_4: 0.2183 (0.2463)  loss_bbox_dn_5: 0.2183 (0.2461)  loss_giou: 0.5288 (0.5555)  loss_giou_aux_0: 0.5491 (0.5840)  loss_giou_aux_1: 0.5336 (0.5651)  loss_giou_aux_2: 0.5280 (0.5588)  loss_giou_aux_3: 0.5256 (0.5563)  loss_giou_aux_4: 0.5241 (0.5562)  loss_giou_aux_5: 0.6250 (0.6622)  loss_giou_dn_0: 0.6859 (0.6980)  loss_giou_dn_1: 0.5879 (0.5959)  loss_giou_dn_2: 0.5601 (0.5713)  loss_giou_dn_3: 0.5538 (0.5629)  loss_giou_dn_4: 0.5522 (0.5605)  loss_giou_dn_5: 0.5527 (0.5605)  loss_vfl: 0.7120 (0.7541)  loss_vfl_aux_0: 0.8674 (0.8964)  loss_vfl_aux_1: 0.8067 (0.8474)  loss_vfl_aux_2: 0.7471 (0.7926)  loss_vfl_aux_3: 0.7253 (0.7666)  loss_vfl_aux_4: 0.7100 (0.7561)  loss_vfl_aux_5: 0.8561 (0.8680)  loss_vfl_dn_0: 0.4759 (0.4837)  loss_vfl_dn_1: 0.4289 (0.4347)  loss_vfl_dn_2: 0.4082 (0.4168)  loss_vfl_dn_3: 0.4043 (0.4095)  loss_vfl_dn_4: 0.4015 (0.4067)  loss_vfl_dn_5: 0.4020 (0.4062)  time: 0.4759  data: 0.0154  max mem: 5653
Epoch: [8]  [ 600/7393]  eta: 0:54:06  lr: 0.000010  loss: 18.6758 (18.8112)  loss_bbox: 0.1898 (0.1881)  loss_bbox_aux_0: 0.2192 (0.2020)  loss_bbox_aux_1: 0.1893 (0.1917)  loss_bbox_aux_2: 0.1913 (0.1890)  loss_bbox_aux_3: 0.1927 (0.1880)  loss_bbox_aux_4: 0.1966 (0.1882)  loss_bbox_aux_5: 0.2670 (0.2480)  loss_bbox_dn_0: 0.3404 (0.3452)  loss_bbox_dn_1: 0.2783 (0.2763)  loss_bbox_dn_2: 0.2661 (0.2580)  loss_bbox_dn_3: 0.2548 (0.2497)  loss_bbox_dn_4: 0.2514 (0.2469)  loss_bbox_dn_5: 0.2509 (0.2467)  loss_giou: 0.4911 (0.5511)  loss_giou_aux_0: 0.5358 (0.5798)  loss_giou_aux_1: 0.5201 (0.5602)  loss_giou_aux_2: 0.4995 (0.5543)  loss_giou_aux_3: 0.4920 (0.5517)  loss_giou_aux_4: 0.4895 (0.5518)  loss_giou_aux_5: 0.5970 (0.6584)  loss_giou_dn_0: 0.6631 (0.6958)  loss_giou_dn_1: 0.5660 (0.5930)  loss_giou_dn_2: 0.5461 (0.5683)  loss_giou_dn_3: 0.5399 (0.5600)  loss_giou_dn_4: 0.5374 (0.5575)  loss_giou_dn_5: 0.5376 (0.5576)  loss_vfl: 0.7390 (0.7552)  loss_vfl_aux_0: 0.9027 (0.8980)  loss_vfl_aux_1: 0.8588 (0.8509)  loss_vfl_aux_2: 0.7812 (0.7942)  loss_vfl_aux_3: 0.7436 (0.7681)  loss_vfl_aux_4: 0.7492 (0.7571)  loss_vfl_aux_5: 0.8891 (0.8700)  loss_vfl_dn_0: 0.4851 (0.4844)  loss_vfl_dn_1: 0.4371 (0.4353)  loss_vfl_dn_2: 0.4139 (0.4174)  loss_vfl_dn_3: 0.4075 (0.4099)  loss_vfl_dn_4: 0.4055 (0.4070)  loss_vfl_dn_5: 0.4059 (0.4067)  time: 0.4740  data: 0.0143  max mem: 5653
Epoch: [8]  [ 700/7393]  eta: 0:53:09  lr: 0.000010  loss: 18.8298 (18.8098)  loss_bbox: 0.1838 (0.1880)  loss_bbox_aux_0: 0.2062 (0.2025)  loss_bbox_aux_1: 0.1913 (0.1918)  loss_bbox_aux_2: 0.1822 (0.1890)  loss_bbox_aux_3: 0.1863 (0.1877)  loss_bbox_aux_4: 0.1810 (0.1880)  loss_bbox_aux_5: 0.2486 (0.2484)  loss_bbox_dn_0: 0.3724 (0.3463)  loss_bbox_dn_1: 0.3140 (0.2771)  loss_bbox_dn_2: 0.2894 (0.2589)  loss_bbox_dn_3: 0.2790 (0.2505)  loss_bbox_dn_4: 0.2759 (0.2477)  loss_bbox_dn_5: 0.2745 (0.2475)  loss_giou: 0.5110 (0.5490)  loss_giou_aux_0: 0.5569 (0.5785)  loss_giou_aux_1: 0.5194 (0.5583)  loss_giou_aux_2: 0.5215 (0.5524)  loss_giou_aux_3: 0.5119 (0.5496)  loss_giou_aux_4: 0.5110 (0.5498)  loss_giou_aux_5: 0.6354 (0.6573)  loss_giou_dn_0: 0.6972 (0.6955)  loss_giou_dn_1: 0.5790 (0.5925)  loss_giou_dn_2: 0.5411 (0.5678)  loss_giou_dn_3: 0.5291 (0.5594)  loss_giou_dn_4: 0.5261 (0.5570)  loss_giou_dn_5: 0.5261 (0.5570)  loss_vfl: 0.7716 (0.7567)  loss_vfl_aux_0: 0.9091 (0.8986)  loss_vfl_aux_1: 0.8774 (0.8523)  loss_vfl_aux_2: 0.8148 (0.7954)  loss_vfl_aux_3: 0.7674 (0.7698)  loss_vfl_aux_4: 0.7677 (0.7588)  loss_vfl_aux_5: 0.8870 (0.8699)  loss_vfl_dn_0: 0.4845 (0.4844)  loss_vfl_dn_1: 0.4341 (0.4353)  loss_vfl_dn_2: 0.4201 (0.4173)  loss_vfl_dn_3: 0.4112 (0.4099)  loss_vfl_dn_4: 0.4081 (0.4070)  loss_vfl_dn_5: 0.4074 (0.4067)  time: 0.4699  data: 0.0151  max mem: 5653
Epoch: [8]  [ 800/7393]  eta: 0:52:12  lr: 0.000010  loss: 18.1527 (18.7993)  loss_bbox: 0.1784 (0.1881)  loss_bbox_aux_0: 0.1976 (0.2031)  loss_bbox_aux_1: 0.1824 (0.1919)  loss_bbox_aux_2: 0.1852 (0.1892)  loss_bbox_aux_3: 0.1798 (0.1878)  loss_bbox_aux_4: 0.1857 (0.1881)  loss_bbox_aux_5: 0.2291 (0.2485)  loss_bbox_dn_0: 0.3089 (0.3461)  loss_bbox_dn_1: 0.2464 (0.2769)  loss_bbox_dn_2: 0.2299 (0.2587)  loss_bbox_dn_3: 0.2236 (0.2502)  loss_bbox_dn_4: 0.2211 (0.2474)  loss_bbox_dn_5: 0.2209 (0.2472)  loss_giou: 0.5210 (0.5487)  loss_giou_aux_0: 0.5632 (0.5787)  loss_giou_aux_1: 0.5350 (0.5581)  loss_giou_aux_2: 0.5219 (0.5522)  loss_giou_aux_3: 0.5176 (0.5492)  loss_giou_aux_4: 0.5214 (0.5494)  loss_giou_aux_5: 0.6370 (0.6574)  loss_giou_dn_0: 0.6634 (0.6957)  loss_giou_dn_1: 0.5498 (0.5925)  loss_giou_dn_2: 0.5265 (0.5677)  loss_giou_dn_3: 0.5204 (0.5593)  loss_giou_dn_4: 0.5177 (0.5568)  loss_giou_dn_5: 0.5171 (0.5569)  loss_vfl: 0.7268 (0.7559)  loss_vfl_aux_0: 0.8617 (0.8970)  loss_vfl_aux_1: 0.7929 (0.8514)  loss_vfl_aux_2: 0.7637 (0.7943)  loss_vfl_aux_3: 0.7498 (0.7695)  loss_vfl_aux_4: 0.7341 (0.7581)  loss_vfl_aux_5: 0.8286 (0.8685)  loss_vfl_dn_0: 0.4834 (0.4839)  loss_vfl_dn_1: 0.4338 (0.4350)  loss_vfl_dn_2: 0.4164 (0.4171)  loss_vfl_dn_3: 0.4107 (0.4096)  loss_vfl_dn_4: 0.4076 (0.4068)  loss_vfl_dn_5: 0.4058 (0.4064)  time: 0.4717  data: 0.0148  max mem: 5653
Epoch: [8]  [ 900/7393]  eta: 0:51:20  lr: 0.000010  loss: 18.7244 (18.8120)  loss_bbox: 0.1819 (0.1883)  loss_bbox_aux_0: 0.1888 (0.2035)  loss_bbox_aux_1: 0.1793 (0.1923)  loss_bbox_aux_2: 0.1802 (0.1895)  loss_bbox_aux_3: 0.1809 (0.1882)  loss_bbox_aux_4: 0.1765 (0.1883)  loss_bbox_aux_5: 0.2280 (0.2487)  loss_bbox_dn_0: 0.3161 (0.3474)  loss_bbox_dn_1: 0.2470 (0.2780)  loss_bbox_dn_2: 0.2282 (0.2597)  loss_bbox_dn_3: 0.2270 (0.2512)  loss_bbox_dn_4: 0.2257 (0.2484)  loss_bbox_dn_5: 0.2257 (0.2482)  loss_giou: 0.5324 (0.5475)  loss_giou_aux_0: 0.5690 (0.5777)  loss_giou_aux_1: 0.5342 (0.5573)  loss_giou_aux_2: 0.5229 (0.5512)  loss_giou_aux_3: 0.5245 (0.5482)  loss_giou_aux_4: 0.5322 (0.5482)  loss_giou_aux_5: 0.6456 (0.6562)  loss_giou_dn_0: 0.6843 (0.6955)  loss_giou_dn_1: 0.5759 (0.5922)  loss_giou_dn_2: 0.5585 (0.5675)  loss_giou_dn_3: 0.5512 (0.5590)  loss_giou_dn_4: 0.5498 (0.5565)  loss_giou_dn_5: 0.5496 (0.5566)  loss_vfl: 0.7482 (0.7580)  loss_vfl_aux_0: 0.8896 (0.8984)  loss_vfl_aux_1: 0.8262 (0.8523)  loss_vfl_aux_2: 0.7968 (0.7958)  loss_vfl_aux_3: 0.7641 (0.7710)  loss_vfl_aux_4: 0.7477 (0.7601)  loss_vfl_aux_5: 0.8472 (0.8705)  loss_vfl_dn_0: 0.4808 (0.4843)  loss_vfl_dn_1: 0.4372 (0.4353)  loss_vfl_dn_2: 0.4207 (0.4174)  loss_vfl_dn_3: 0.4142 (0.4100)  loss_vfl_dn_4: 0.4113 (0.4071)  loss_vfl_dn_5: 0.4120 (0.4067)  time: 0.4562  data: 0.0147  max mem: 5653
Epoch: [8]  [1000/7393]  eta: 0:50:30  lr: 0.000010  loss: 18.8138 (18.7969)  loss_bbox: 0.1860 (0.1884)  loss_bbox_aux_0: 0.2037 (0.2038)  loss_bbox_aux_1: 0.1940 (0.1926)  loss_bbox_aux_2: 0.1897 (0.1897)  loss_bbox_aux_3: 0.1896 (0.1883)  loss_bbox_aux_4: 0.1874 (0.1884)  loss_bbox_aux_5: 0.2443 (0.2491)  loss_bbox_dn_0: 0.3270 (0.3486)  loss_bbox_dn_1: 0.2595 (0.2788)  loss_bbox_dn_2: 0.2409 (0.2604)  loss_bbox_dn_3: 0.2282 (0.2519)  loss_bbox_dn_4: 0.2244 (0.2490)  loss_bbox_dn_5: 0.2250 (0.2488)  loss_giou: 0.5535 (0.5445)  loss_giou_aux_0: 0.5923 (0.5749)  loss_giou_aux_1: 0.5666 (0.5546)  loss_giou_aux_2: 0.5645 (0.5484)  loss_giou_aux_3: 0.5556 (0.5453)  loss_giou_aux_4: 0.5537 (0.5452)  loss_giou_aux_5: 0.6714 (0.6533)  loss_giou_dn_0: 0.6840 (0.6938)  loss_giou_dn_1: 0.5971 (0.5904)  loss_giou_dn_2: 0.5745 (0.5657)  loss_giou_dn_3: 0.5665 (0.5572)  loss_giou_dn_4: 0.5674 (0.5547)  loss_giou_dn_5: 0.5674 (0.5547)  loss_vfl: 0.7514 (0.7592)  loss_vfl_aux_0: 0.8868 (0.8999)  loss_vfl_aux_1: 0.8179 (0.8532)  loss_vfl_aux_2: 0.8036 (0.7970)  loss_vfl_aux_3: 0.7852 (0.7718)  loss_vfl_aux_4: 0.7559 (0.7613)  loss_vfl_aux_5: 0.8691 (0.8723)  loss_vfl_dn_0: 0.4806 (0.4846)  loss_vfl_dn_1: 0.4305 (0.4355)  loss_vfl_dn_2: 0.4119 (0.4175)  loss_vfl_dn_3: 0.4063 (0.4100)  loss_vfl_dn_4: 0.4068 (0.4071)  loss_vfl_dn_5: 0.4056 (0.4068)  time: 0.4698  data: 0.0139  max mem: 5653
Epoch: [8]  [1100/7393]  eta: 0:49:40  lr: 0.000010  loss: 18.4048 (18.7808)  loss_bbox: 0.1798 (0.1882)  loss_bbox_aux_0: 0.1912 (0.2038)  loss_bbox_aux_1: 0.1750 (0.1925)  loss_bbox_aux_2: 0.1741 (0.1897)  loss_bbox_aux_3: 0.1636 (0.1881)  loss_bbox_aux_4: 0.1703 (0.1881)  loss_bbox_aux_5: 0.2289 (0.2489)  loss_bbox_dn_0: 0.3059 (0.3485)  loss_bbox_dn_1: 0.2396 (0.2787)  loss_bbox_dn_2: 0.2099 (0.2602)  loss_bbox_dn_3: 0.2009 (0.2516)  loss_bbox_dn_4: 0.2001 (0.2487)  loss_bbox_dn_5: 0.2001 (0.2485)  loss_giou: 0.5519 (0.5445)  loss_giou_aux_0: 0.5845 (0.5750)  loss_giou_aux_1: 0.5692 (0.5545)  loss_giou_aux_2: 0.5581 (0.5485)  loss_giou_aux_3: 0.5546 (0.5453)  loss_giou_aux_4: 0.5559 (0.5451)  loss_giou_aux_5: 0.6672 (0.6532)  loss_giou_dn_0: 0.7261 (0.6938)  loss_giou_dn_1: 0.6182 (0.5903)  loss_giou_dn_2: 0.5925 (0.5654)  loss_giou_dn_3: 0.5856 (0.5568)  loss_giou_dn_4: 0.5840 (0.5542)  loss_giou_dn_5: 0.5837 (0.5543)  loss_vfl: 0.7436 (0.7578)  loss_vfl_aux_0: 0.8716 (0.8978)  loss_vfl_aux_1: 0.8164 (0.8516)  loss_vfl_aux_2: 0.8064 (0.7954)  loss_vfl_aux_3: 0.7690 (0.7702)  loss_vfl_aux_4: 0.7572 (0.7602)  loss_vfl_aux_5: 0.8719 (0.8714)  loss_vfl_dn_0: 0.4844 (0.4846)  loss_vfl_dn_1: 0.4334 (0.4352)  loss_vfl_dn_2: 0.4107 (0.4172)  loss_vfl_dn_3: 0.4027 (0.4097)  loss_vfl_dn_4: 0.4033 (0.4068)  loss_vfl_dn_5: 0.4040 (0.4064)  time: 0.4580  data: 0.0142  max mem: 5653
Epoch: [8]  [1200/7393]  eta: 0:48:51  lr: 0.000010  loss: 18.5268 (18.7862)  loss_bbox: 0.1702 (0.1881)  loss_bbox_aux_0: 0.1996 (0.2038)  loss_bbox_aux_1: 0.1819 (0.1928)  loss_bbox_aux_2: 0.1757 (0.1898)  loss_bbox_aux_3: 0.1732 (0.1882)  loss_bbox_aux_4: 0.1721 (0.1881)  loss_bbox_aux_5: 0.2427 (0.2489)  loss_bbox_dn_0: 0.3349 (0.3490)  loss_bbox_dn_1: 0.2638 (0.2792)  loss_bbox_dn_2: 0.2473 (0.2607)  loss_bbox_dn_3: 0.2378 (0.2521)  loss_bbox_dn_4: 0.2333 (0.2491)  loss_bbox_dn_5: 0.2342 (0.2489)  loss_giou: 0.5377 (0.5441)  loss_giou_aux_0: 0.5597 (0.5746)  loss_giou_aux_1: 0.5403 (0.5540)  loss_giou_aux_2: 0.5334 (0.5480)  loss_giou_aux_3: 0.5358 (0.5449)  loss_giou_aux_4: 0.5379 (0.5447)  loss_giou_aux_5: 0.6487 (0.6526)  loss_giou_dn_0: 0.7043 (0.6938)  loss_giou_dn_1: 0.5901 (0.5903)  loss_giou_dn_2: 0.5623 (0.5654)  loss_giou_dn_3: 0.5564 (0.5568)  loss_giou_dn_4: 0.5538 (0.5543)  loss_giou_dn_5: 0.5537 (0.5543)  loss_vfl: 0.7825 (0.7587)  loss_vfl_aux_0: 0.9342 (0.8980)  loss_vfl_aux_1: 0.8826 (0.8519)  loss_vfl_aux_2: 0.8167 (0.7962)  loss_vfl_aux_3: 0.7920 (0.7710)  loss_vfl_aux_4: 0.7635 (0.7611)  loss_vfl_aux_5: 0.8653 (0.8722)  loss_vfl_dn_0: 0.4809 (0.4846)  loss_vfl_dn_1: 0.4426 (0.4354)  loss_vfl_dn_2: 0.4220 (0.4173)  loss_vfl_dn_3: 0.4160 (0.4098)  loss_vfl_dn_4: 0.4154 (0.4070)  loss_vfl_dn_5: 0.4137 (0.4065)  time: 0.4753  data: 0.0140  max mem: 5653
Epoch: [8]  [1300/7393]  eta: 0:48:01  lr: 0.000010  loss: 18.1886 (18.7847)  loss_bbox: 0.1560 (0.1879)  loss_bbox_aux_0: 0.1711 (0.2037)  loss_bbox_aux_1: 0.1578 (0.1925)  loss_bbox_aux_2: 0.1602 (0.1896)  loss_bbox_aux_3: 0.1603 (0.1879)  loss_bbox_aux_4: 0.1561 (0.1878)  loss_bbox_aux_5: 0.2275 (0.2486)  loss_bbox_dn_0: 0.2997 (0.3484)  loss_bbox_dn_1: 0.2364 (0.2786)  loss_bbox_dn_2: 0.2181 (0.2601)  loss_bbox_dn_3: 0.2058 (0.2516)  loss_bbox_dn_4: 0.1999 (0.2486)  loss_bbox_dn_5: 0.1992 (0.2485)  loss_giou: 0.5501 (0.5447)  loss_giou_aux_0: 0.5849 (0.5754)  loss_giou_aux_1: 0.5589 (0.5547)  loss_giou_aux_2: 0.5584 (0.5487)  loss_giou_aux_3: 0.5465 (0.5456)  loss_giou_aux_4: 0.5523 (0.5453)  loss_giou_aux_5: 0.6582 (0.6533)  loss_giou_dn_0: 0.6839 (0.6942)  loss_giou_dn_1: 0.5809 (0.5906)  loss_giou_dn_2: 0.5564 (0.5657)  loss_giou_dn_3: 0.5472 (0.5572)  loss_giou_dn_4: 0.5449 (0.5546)  loss_giou_dn_5: 0.5448 (0.5546)  loss_vfl: 0.7618 (0.7585)  loss_vfl_aux_0: 0.8831 (0.8968)  loss_vfl_aux_1: 0.8313 (0.8509)  loss_vfl_aux_2: 0.7994 (0.7956)  loss_vfl_aux_3: 0.7883 (0.7709)  loss_vfl_aux_4: 0.7576 (0.7610)  loss_vfl_aux_5: 0.8603 (0.8718)  loss_vfl_dn_0: 0.4885 (0.4845)  loss_vfl_dn_1: 0.4319 (0.4354)  loss_vfl_dn_2: 0.4140 (0.4174)  loss_vfl_dn_3: 0.4092 (0.4099)  loss_vfl_dn_4: 0.4059 (0.4071)  loss_vfl_dn_5: 0.4026 (0.4066)  time: 0.4671  data: 0.0141  max mem: 5653
Epoch: [8]  [1400/7393]  eta: 0:47:12  lr: 0.000010  loss: 18.4505 (18.7866)  loss_bbox: 0.1879 (0.1880)  loss_bbox_aux_0: 0.1995 (0.2036)  loss_bbox_aux_1: 0.1805 (0.1924)  loss_bbox_aux_2: 0.1853 (0.1896)  loss_bbox_aux_3: 0.1885 (0.1881)  loss_bbox_aux_4: 0.1888 (0.1878)  loss_bbox_aux_5: 0.2399 (0.2483)  loss_bbox_dn_0: 0.3143 (0.3481)  loss_bbox_dn_1: 0.2494 (0.2784)  loss_bbox_dn_2: 0.2384 (0.2600)  loss_bbox_dn_3: 0.2348 (0.2515)  loss_bbox_dn_4: 0.2328 (0.2486)  loss_bbox_dn_5: 0.2336 (0.2484)  loss_giou: 0.5697 (0.5451)  loss_giou_aux_0: 0.6007 (0.5757)  loss_giou_aux_1: 0.5734 (0.5549)  loss_giou_aux_2: 0.5786 (0.5490)  loss_giou_aux_3: 0.5669 (0.5460)  loss_giou_aux_4: 0.5652 (0.5456)  loss_giou_aux_5: 0.6657 (0.6534)  loss_giou_dn_0: 0.7100 (0.6946)  loss_giou_dn_1: 0.6195 (0.5910)  loss_giou_dn_2: 0.6016 (0.5663)  loss_giou_dn_3: 0.5925 (0.5578)  loss_giou_dn_4: 0.5900 (0.5552)  loss_giou_dn_5: 0.5899 (0.5552)  loss_vfl: 0.7375 (0.7582)  loss_vfl_aux_0: 0.8722 (0.8958)  loss_vfl_aux_1: 0.8350 (0.8503)  loss_vfl_aux_2: 0.7721 (0.7950)  loss_vfl_aux_3: 0.7482 (0.7706)  loss_vfl_aux_4: 0.7299 (0.7610)  loss_vfl_aux_5: 0.8428 (0.8721)  loss_vfl_dn_0: 0.4782 (0.4845)  loss_vfl_dn_1: 0.4318 (0.4354)  loss_vfl_dn_2: 0.4092 (0.4174)  loss_vfl_dn_3: 0.4011 (0.4099)  loss_vfl_dn_4: 0.4010 (0.4071)  loss_vfl_dn_5: 0.4020 (0.4066)  time: 0.4778  data: 0.0144  max mem: 5653
Epoch: [8]  [1500/7393]  eta: 0:46:25  lr: 0.000010  loss: 18.6925 (18.7900)  loss_bbox: 0.1955 (0.1881)  loss_bbox_aux_0: 0.2013 (0.2036)  loss_bbox_aux_1: 0.1900 (0.1924)  loss_bbox_aux_2: 0.1996 (0.1898)  loss_bbox_aux_3: 0.2036 (0.1883)  loss_bbox_aux_4: 0.1959 (0.1879)  loss_bbox_aux_5: 0.2544 (0.2482)  loss_bbox_dn_0: 0.3355 (0.3485)  loss_bbox_dn_1: 0.2640 (0.2787)  loss_bbox_dn_2: 0.2445 (0.2602)  loss_bbox_dn_3: 0.2378 (0.2517)  loss_bbox_dn_4: 0.2350 (0.2488)  loss_bbox_dn_5: 0.2345 (0.2487)  loss_giou: 0.5029 (0.5451)  loss_giou_aux_0: 0.5244 (0.5755)  loss_giou_aux_1: 0.5166 (0.5549)  loss_giou_aux_2: 0.5151 (0.5491)  loss_giou_aux_3: 0.5014 (0.5461)  loss_giou_aux_4: 0.5014 (0.5455)  loss_giou_aux_5: 0.5936 (0.6533)  loss_giou_dn_0: 0.6717 (0.6945)  loss_giou_dn_1: 0.5714 (0.5910)  loss_giou_dn_2: 0.5388 (0.5661)  loss_giou_dn_3: 0.5290 (0.5576)  loss_giou_dn_4: 0.5267 (0.5551)  loss_giou_dn_5: 0.5266 (0.5551)  loss_vfl: 0.7468 (0.7581)  loss_vfl_aux_0: 0.9438 (0.8963)  loss_vfl_aux_1: 0.8545 (0.8515)  loss_vfl_aux_2: 0.7705 (0.7952)  loss_vfl_aux_3: 0.7228 (0.7702)  loss_vfl_aux_4: 0.7418 (0.7608)  loss_vfl_aux_5: 0.8736 (0.8724)  loss_vfl_dn_0: 0.4777 (0.4846)  loss_vfl_dn_1: 0.4323 (0.4356)  loss_vfl_dn_2: 0.4174 (0.4175)  loss_vfl_dn_3: 0.4092 (0.4101)  loss_vfl_dn_4: 0.4066 (0.4072)  loss_vfl_dn_5: 0.4082 (0.4067)  time: 0.4732  data: 0.0142  max mem: 5653
Epoch: [8]  [1600/7393]  eta: 0:45:34  lr: 0.000010  loss: 18.6653 (18.8010)  loss_bbox: 0.1911 (0.1885)  loss_bbox_aux_0: 0.1961 (0.2038)  loss_bbox_aux_1: 0.1853 (0.1926)  loss_bbox_aux_2: 0.1888 (0.1901)  loss_bbox_aux_3: 0.1933 (0.1887)  loss_bbox_aux_4: 0.1974 (0.1883)  loss_bbox_aux_5: 0.2629 (0.2488)  loss_bbox_dn_0: 0.3500 (0.3493)  loss_bbox_dn_1: 0.2761 (0.2794)  loss_bbox_dn_2: 0.2498 (0.2609)  loss_bbox_dn_3: 0.2408 (0.2523)  loss_bbox_dn_4: 0.2383 (0.2494)  loss_bbox_dn_5: 0.2380 (0.2492)  loss_giou: 0.5664 (0.5453)  loss_giou_aux_0: 0.5840 (0.5757)  loss_giou_aux_1: 0.5629 (0.5551)  loss_giou_aux_2: 0.5578 (0.5494)  loss_giou_aux_3: 0.5652 (0.5463)  loss_giou_aux_4: 0.5632 (0.5457)  loss_giou_aux_5: 0.6683 (0.6536)  loss_giou_dn_0: 0.6824 (0.6948)  loss_giou_dn_1: 0.5959 (0.5913)  loss_giou_dn_2: 0.5624 (0.5665)  loss_giou_dn_3: 0.5485 (0.5580)  loss_giou_dn_4: 0.5447 (0.5554)  loss_giou_dn_5: 0.5448 (0.5554)  loss_vfl: 0.7431 (0.7583)  loss_vfl_aux_0: 0.8578 (0.8970)  loss_vfl_aux_1: 0.8490 (0.8520)  loss_vfl_aux_2: 0.7592 (0.7953)  loss_vfl_aux_3: 0.7314 (0.7704)  loss_vfl_aux_4: 0.7269 (0.7609)  loss_vfl_aux_5: 0.8478 (0.8724)  loss_vfl_dn_0: 0.4824 (0.4846)  loss_vfl_dn_1: 0.4292 (0.4355)  loss_vfl_dn_2: 0.4100 (0.4174)  loss_vfl_dn_3: 0.4012 (0.4100)  loss_vfl_dn_4: 0.4007 (0.4071)  loss_vfl_dn_5: 0.3989 (0.4066)  time: 0.4546  data: 0.0142  max mem: 5653
Epoch: [8]  [1700/7393]  eta: 0:45:07  lr: 0.000010  loss: 19.0072 (18.8087)  loss_bbox: 0.1908 (0.1888)  loss_bbox_aux_0: 0.2049 (0.2040)  loss_bbox_aux_1: 0.1869 (0.1929)  loss_bbox_aux_2: 0.1939 (0.1905)  loss_bbox_aux_3: 0.1891 (0.1890)  loss_bbox_aux_4: 0.1908 (0.1886)  loss_bbox_aux_5: 0.2377 (0.2491)  loss_bbox_dn_0: 0.3307 (0.3501)  loss_bbox_dn_1: 0.2614 (0.2800)  loss_bbox_dn_2: 0.2409 (0.2614)  loss_bbox_dn_3: 0.2335 (0.2529)  loss_bbox_dn_4: 0.2312 (0.2500)  loss_bbox_dn_5: 0.2301 (0.2498)  loss_giou: 0.5745 (0.5450)  loss_giou_aux_0: 0.6018 (0.5753)  loss_giou_aux_1: 0.5834 (0.5548)  loss_giou_aux_2: 0.5826 (0.5492)  loss_giou_aux_3: 0.5758 (0.5461)  loss_giou_aux_4: 0.5752 (0.5455)  loss_giou_aux_5: 0.6843 (0.6535)  loss_giou_dn_0: 0.7131 (0.6947)  loss_giou_dn_1: 0.6263 (0.5911)  loss_giou_dn_2: 0.6046 (0.5662)  loss_giou_dn_3: 0.6005 (0.5577)  loss_giou_dn_4: 0.5977 (0.5551)  loss_giou_dn_5: 0.5981 (0.5552)  loss_vfl: 0.7364 (0.7586)  loss_vfl_aux_0: 0.8986 (0.8984)  loss_vfl_aux_1: 0.8375 (0.8527)  loss_vfl_aux_2: 0.7536 (0.7956)  loss_vfl_aux_3: 0.7441 (0.7710)  loss_vfl_aux_4: 0.7378 (0.7613)  loss_vfl_aux_5: 0.8543 (0.8734)  loss_vfl_dn_0: 0.4792 (0.4846)  loss_vfl_dn_1: 0.4288 (0.4355)  loss_vfl_dn_2: 0.4162 (0.4174)  loss_vfl_dn_3: 0.4067 (0.4099)  loss_vfl_dn_4: 0.4062 (0.4071)  loss_vfl_dn_5: 0.4048 (0.4066)  time: 0.4577  data: 0.0138  max mem: 5653
Epoch: [8]  [1800/7393]  eta: 0:44:16  lr: 0.000010  loss: 18.6022 (18.8008)  loss_bbox: 0.1727 (0.1890)  loss_bbox_aux_0: 0.2057 (0.2041)  loss_bbox_aux_1: 0.1944 (0.1931)  loss_bbox_aux_2: 0.1918 (0.1907)  loss_bbox_aux_3: 0.1729 (0.1891)  loss_bbox_aux_4: 0.1730 (0.1888)  loss_bbox_aux_5: 0.2446 (0.2491)  loss_bbox_dn_0: 0.3805 (0.3503)  loss_bbox_dn_1: 0.2937 (0.2800)  loss_bbox_dn_2: 0.2767 (0.2614)  loss_bbox_dn_3: 0.2648 (0.2528)  loss_bbox_dn_4: 0.2587 (0.2499)  loss_bbox_dn_5: 0.2584 (0.2497)  loss_giou: 0.4726 (0.5448)  loss_giou_aux_0: 0.5014 (0.5748)  loss_giou_aux_1: 0.4878 (0.5545)  loss_giou_aux_2: 0.4765 (0.5490)  loss_giou_aux_3: 0.4806 (0.5459)  loss_giou_aux_4: 0.4725 (0.5452)  loss_giou_aux_5: 0.5820 (0.6531)  loss_giou_dn_0: 0.6684 (0.6941)  loss_giou_dn_1: 0.5585 (0.5905)  loss_giou_dn_2: 0.5195 (0.5655)  loss_giou_dn_3: 0.5073 (0.5571)  loss_giou_dn_4: 0.5048 (0.5545)  loss_giou_dn_5: 0.5047 (0.5545)  loss_vfl: 0.7357 (0.7580)  loss_vfl_aux_0: 0.8768 (0.8985)  loss_vfl_aux_1: 0.8150 (0.8523)  loss_vfl_aux_2: 0.7606 (0.7949)  loss_vfl_aux_3: 0.7439 (0.7704)  loss_vfl_aux_4: 0.7453 (0.7609)  loss_vfl_aux_5: 0.8878 (0.8737)  loss_vfl_dn_0: 0.4829 (0.4847)  loss_vfl_dn_1: 0.4229 (0.4354)  loss_vfl_dn_2: 0.4090 (0.4173)  loss_vfl_dn_3: 0.4043 (0.4099)  loss_vfl_dn_4: 0.4012 (0.4070)  loss_vfl_dn_5: 0.4060 (0.4064)  time: 0.4816  data: 0.0147  max mem: 5653
Epoch: [8]  [1900/7393]  eta: 0:43:28  lr: 0.000010  loss: 18.7522 (18.8089)  loss_bbox: 0.1610 (0.1892)  loss_bbox_aux_0: 0.1724 (0.2042)  loss_bbox_aux_1: 0.1623 (0.1932)  loss_bbox_aux_2: 0.1658 (0.1909)  loss_bbox_aux_3: 0.1626 (0.1893)  loss_bbox_aux_4: 0.1621 (0.1890)  loss_bbox_aux_5: 0.2129 (0.2496)  loss_bbox_dn_0: 0.2922 (0.3508)  loss_bbox_dn_1: 0.2373 (0.2804)  loss_bbox_dn_2: 0.2151 (0.2617)  loss_bbox_dn_3: 0.2047 (0.2532)  loss_bbox_dn_4: 0.2065 (0.2502)  loss_bbox_dn_5: 0.2065 (0.2500)  loss_giou: 0.5153 (0.5449)  loss_giou_aux_0: 0.5428 (0.5748)  loss_giou_aux_1: 0.5269 (0.5545)  loss_giou_aux_2: 0.5159 (0.5492)  loss_giou_aux_3: 0.5111 (0.5461)  loss_giou_aux_4: 0.5070 (0.5453)  loss_giou_aux_5: 0.6310 (0.6531)  loss_giou_dn_0: 0.7036 (0.6943)  loss_giou_dn_1: 0.6071 (0.5906)  loss_giou_dn_2: 0.5877 (0.5656)  loss_giou_dn_3: 0.5706 (0.5572)  loss_giou_dn_4: 0.5683 (0.5546)  loss_giou_dn_5: 0.5683 (0.5546)  loss_vfl: 0.7345 (0.7582)  loss_vfl_aux_0: 0.8817 (0.8993)  loss_vfl_aux_1: 0.8587 (0.8530)  loss_vfl_aux_2: 0.7988 (0.7954)  loss_vfl_aux_3: 0.7457 (0.7705)  loss_vfl_aux_4: 0.7378 (0.7611)  loss_vfl_aux_5: 0.8626 (0.8740)  loss_vfl_dn_0: 0.4804 (0.4846)  loss_vfl_dn_1: 0.4313 (0.4354)  loss_vfl_dn_2: 0.4167 (0.4173)  loss_vfl_dn_3: 0.4107 (0.4099)  loss_vfl_dn_4: 0.4071 (0.4070)  loss_vfl_dn_5: 0.4048 (0.4065)  time: 0.4704  data: 0.0141  max mem: 5653
Epoch: [8]  [2000/7393]  eta: 0:42:39  lr: 0.000010  loss: 18.4127 (18.8139)  loss_bbox: 0.1790 (0.1893)  loss_bbox_aux_0: 0.1971 (0.2043)  loss_bbox_aux_1: 0.1797 (0.1933)  loss_bbox_aux_2: 0.1787 (0.1910)  loss_bbox_aux_3: 0.1816 (0.1895)  loss_bbox_aux_4: 0.1792 (0.1891)  loss_bbox_aux_5: 0.2344 (0.2498)  loss_bbox_dn_0: 0.3151 (0.3506)  loss_bbox_dn_1: 0.2412 (0.2802)  loss_bbox_dn_2: 0.2242 (0.2615)  loss_bbox_dn_3: 0.2138 (0.2530)  loss_bbox_dn_4: 0.2116 (0.2501)  loss_bbox_dn_5: 0.2113 (0.2499)  loss_giou: 0.5153 (0.5464)  loss_giou_aux_0: 0.5330 (0.5761)  loss_giou_aux_1: 0.5225 (0.5558)  loss_giou_aux_2: 0.5160 (0.5506)  loss_giou_aux_3: 0.5178 (0.5476)  loss_giou_aux_4: 0.5160 (0.5468)  loss_giou_aux_5: 0.6169 (0.6543)  loss_giou_dn_0: 0.6657 (0.6946)  loss_giou_dn_1: 0.5621 (0.5908)  loss_giou_dn_2: 0.5372 (0.5658)  loss_giou_dn_3: 0.5300 (0.5573)  loss_giou_dn_4: 0.5244 (0.5548)  loss_giou_dn_5: 0.5227 (0.5548)  loss_vfl: 0.7435 (0.7575)  loss_vfl_aux_0: 0.8714 (0.8986)  loss_vfl_aux_1: 0.8444 (0.8523)  loss_vfl_aux_2: 0.7829 (0.7946)  loss_vfl_aux_3: 0.7430 (0.7695)  loss_vfl_aux_4: 0.7453 (0.7603)  loss_vfl_aux_5: 0.8843 (0.8734)  loss_vfl_dn_0: 0.4866 (0.4846)  loss_vfl_dn_1: 0.4331 (0.4354)  loss_vfl_dn_2: 0.4161 (0.4172)  loss_vfl_dn_3: 0.4085 (0.4098)  loss_vfl_dn_4: 0.4056 (0.4069)  loss_vfl_dn_5: 0.4071 (0.4064)  time: 0.4670  data: 0.0140  max mem: 5653
Epoch: [8]  [2100/7393]  eta: 0:41:49  lr: 0.000010  loss: 17.8545 (18.8122)  loss_bbox: 0.1857 (0.1892)  loss_bbox_aux_0: 0.2068 (0.2042)  loss_bbox_aux_1: 0.1888 (0.1932)  loss_bbox_aux_2: 0.1851 (0.1909)  loss_bbox_aux_3: 0.1823 (0.1894)  loss_bbox_aux_4: 0.1861 (0.1891)  loss_bbox_aux_5: 0.2591 (0.2499)  loss_bbox_dn_0: 0.3675 (0.3508)  loss_bbox_dn_1: 0.2962 (0.2804)  loss_bbox_dn_2: 0.2803 (0.2618)  loss_bbox_dn_3: 0.2697 (0.2533)  loss_bbox_dn_4: 0.2596 (0.2504)  loss_bbox_dn_5: 0.2591 (0.2502)  loss_giou: 0.4459 (0.5461)  loss_giou_aux_0: 0.4862 (0.5757)  loss_giou_aux_1: 0.4586 (0.5555)  loss_giou_aux_2: 0.4527 (0.5502)  loss_giou_aux_3: 0.4444 (0.5473)  loss_giou_aux_4: 0.4512 (0.5465)  loss_giou_aux_5: 0.5566 (0.6542)  loss_giou_dn_0: 0.6358 (0.6945)  loss_giou_dn_1: 0.5280 (0.5907)  loss_giou_dn_2: 0.4919 (0.5657)  loss_giou_dn_3: 0.4835 (0.5573)  loss_giou_dn_4: 0.4791 (0.5547)  loss_giou_dn_5: 0.4788 (0.5548)  loss_vfl: 0.7437 (0.7575)  loss_vfl_aux_0: 0.9157 (0.8989)  loss_vfl_aux_1: 0.8644 (0.8521)  loss_vfl_aux_2: 0.7923 (0.7947)  loss_vfl_aux_3: 0.7640 (0.7696)  loss_vfl_aux_4: 0.7499 (0.7603)  loss_vfl_aux_5: 0.8792 (0.8735)  loss_vfl_dn_0: 0.4858 (0.4845)  loss_vfl_dn_1: 0.4298 (0.4352)  loss_vfl_dn_2: 0.4064 (0.4171)  loss_vfl_dn_3: 0.3989 (0.4096)  loss_vfl_dn_4: 0.3949 (0.4068)  loss_vfl_dn_5: 0.3928 (0.4063)  time: 0.4702  data: 0.0141  max mem: 5653
Epoch: [8]  [2200/7393]  eta: 0:41:03  lr: 0.000010  loss: 18.6671 (18.8060)  loss_bbox: 0.1704 (0.1890)  loss_bbox_aux_0: 0.1726 (0.2039)  loss_bbox_aux_1: 0.1664 (0.1930)  loss_bbox_aux_2: 0.1674 (0.1907)  loss_bbox_aux_3: 0.1726 (0.1892)  loss_bbox_aux_4: 0.1677 (0.1889)  loss_bbox_aux_5: 0.2161 (0.2498)  loss_bbox_dn_0: 0.3277 (0.3506)  loss_bbox_dn_1: 0.2595 (0.2802)  loss_bbox_dn_2: 0.2432 (0.2616)  loss_bbox_dn_3: 0.2363 (0.2531)  loss_bbox_dn_4: 0.2266 (0.2502)  loss_bbox_dn_5: 0.2261 (0.2500)  loss_giou: 0.5027 (0.5464)  loss_giou_aux_0: 0.5678 (0.5759)  loss_giou_aux_1: 0.5299 (0.5557)  loss_giou_aux_2: 0.5118 (0.5505)  loss_giou_aux_3: 0.5021 (0.5475)  loss_giou_aux_4: 0.5016 (0.5468)  loss_giou_aux_5: 0.6461 (0.6545)  loss_giou_dn_0: 0.6887 (0.6945)  loss_giou_dn_1: 0.5833 (0.5907)  loss_giou_dn_2: 0.5583 (0.5658)  loss_giou_dn_3: 0.5474 (0.5573)  loss_giou_dn_4: 0.5429 (0.5548)  loss_giou_dn_5: 0.5434 (0.5548)  loss_vfl: 0.7548 (0.7567)  loss_vfl_aux_0: 0.8601 (0.8983)  loss_vfl_aux_1: 0.8216 (0.8513)  loss_vfl_aux_2: 0.7880 (0.7941)  loss_vfl_aux_3: 0.7463 (0.7689)  loss_vfl_aux_4: 0.7401 (0.7594)  loss_vfl_aux_5: 0.8423 (0.8728)  loss_vfl_dn_0: 0.4860 (0.4844)  loss_vfl_dn_1: 0.4364 (0.4351)  loss_vfl_dn_2: 0.4184 (0.4170)  loss_vfl_dn_3: 0.4126 (0.4095)  loss_vfl_dn_4: 0.4099 (0.4067)  loss_vfl_dn_5: 0.4124 (0.4062)  time: 0.4795  data: 0.0144  max mem: 5653
Epoch: [8]  [2300/7393]  eta: 0:40:28  lr: 0.000010  loss: 18.5556 (18.8004)  loss_bbox: 0.1866 (0.1891)  loss_bbox_aux_0: 0.1756 (0.2039)  loss_bbox_aux_1: 0.1794 (0.1929)  loss_bbox_aux_2: 0.1823 (0.1907)  loss_bbox_aux_3: 0.1874 (0.1892)  loss_bbox_aux_4: 0.1845 (0.1889)  loss_bbox_aux_5: 0.2378 (0.2499)  loss_bbox_dn_0: 0.3479 (0.3505)  loss_bbox_dn_1: 0.2814 (0.2800)  loss_bbox_dn_2: 0.2687 (0.2615)  loss_bbox_dn_3: 0.2647 (0.2530)  loss_bbox_dn_4: 0.2609 (0.2500)  loss_bbox_dn_5: 0.2610 (0.2498)  loss_giou: 0.5136 (0.5462)  loss_giou_aux_0: 0.5429 (0.5754)  loss_giou_aux_1: 0.5171 (0.5553)  loss_giou_aux_2: 0.5060 (0.5501)  loss_giou_aux_3: 0.5218 (0.5473)  loss_giou_aux_4: 0.5218 (0.5466)  loss_giou_aux_5: 0.6309 (0.6541)  loss_giou_dn_0: 0.6793 (0.6943)  loss_giou_dn_1: 0.5738 (0.5904)  loss_giou_dn_2: 0.5521 (0.5654)  loss_giou_dn_3: 0.5446 (0.5569)  loss_giou_dn_4: 0.5409 (0.5544)  loss_giou_dn_5: 0.5415 (0.5544)  loss_vfl: 0.7131 (0.7566)  loss_vfl_aux_0: 0.8825 (0.8985)  loss_vfl_aux_1: 0.8243 (0.8514)  loss_vfl_aux_2: 0.7709 (0.7943)  loss_vfl_aux_3: 0.7336 (0.7688)  loss_vfl_aux_4: 0.7059 (0.7593)  loss_vfl_aux_5: 0.9002 (0.8730)  loss_vfl_dn_0: 0.4813 (0.4844)  loss_vfl_dn_1: 0.4271 (0.4351)  loss_vfl_dn_2: 0.4091 (0.4169)  loss_vfl_dn_3: 0.4002 (0.4094)  loss_vfl_dn_4: 0.3999 (0.4066)  loss_vfl_dn_5: 0.3993 (0.4061)  time: 0.4745  data: 0.0140  max mem: 5653
Epoch: [8]  [2400/7393]  eta: 0:39:39  lr: 0.000010  loss: 19.2207 (18.7956)  loss_bbox: 0.1666 (0.1892)  loss_bbox_aux_0: 0.2031 (0.2039)  loss_bbox_aux_1: 0.1802 (0.1929)  loss_bbox_aux_2: 0.1769 (0.1907)  loss_bbox_aux_3: 0.1686 (0.1892)  loss_bbox_aux_4: 0.1703 (0.1890)  loss_bbox_aux_5: 0.2522 (0.2500)  loss_bbox_dn_0: 0.3561 (0.3504)  loss_bbox_dn_1: 0.2840 (0.2800)  loss_bbox_dn_2: 0.2633 (0.2614)  loss_bbox_dn_3: 0.2570 (0.2530)  loss_bbox_dn_4: 0.2503 (0.2501)  loss_bbox_dn_5: 0.2497 (0.2499)  loss_giou: 0.5187 (0.5455)  loss_giou_aux_0: 0.5396 (0.5746)  loss_giou_aux_1: 0.5281 (0.5545)  loss_giou_aux_2: 0.5132 (0.5493)  loss_giou_aux_3: 0.5176 (0.5466)  loss_giou_aux_4: 0.5138 (0.5459)  loss_giou_aux_5: 0.6292 (0.6534)  loss_giou_dn_0: 0.6680 (0.6939)  loss_giou_dn_1: 0.5698 (0.5901)  loss_giou_dn_2: 0.5499 (0.5651)  loss_giou_dn_3: 0.5389 (0.5566)  loss_giou_dn_4: 0.5373 (0.5541)  loss_giou_dn_5: 0.5370 (0.5542)  loss_vfl: 0.7385 (0.7568)  loss_vfl_aux_0: 0.8722 (0.8989)  loss_vfl_aux_1: 0.8410 (0.8516)  loss_vfl_aux_2: 0.7795 (0.7946)  loss_vfl_aux_3: 0.7466 (0.7691)  loss_vfl_aux_4: 0.7451 (0.7596)  loss_vfl_aux_5: 0.8369 (0.8729)  loss_vfl_dn_0: 0.4914 (0.4844)  loss_vfl_dn_1: 0.4355 (0.4351)  loss_vfl_dn_2: 0.4158 (0.4168)  loss_vfl_dn_3: 0.4073 (0.4095)  loss_vfl_dn_4: 0.4022 (0.4066)  loss_vfl_dn_5: 0.4031 (0.4061)  time: 0.4692  data: 0.0137  max mem: 5653
Epoch: [8]  [2500/7393]  eta: 0:38:50  lr: 0.000010  loss: 18.9809 (18.7988)  loss_bbox: 0.1802 (0.1893)  loss_bbox_aux_0: 0.1879 (0.2039)  loss_bbox_aux_1: 0.1795 (0.1930)  loss_bbox_aux_2: 0.1776 (0.1908)  loss_bbox_aux_3: 0.1797 (0.1893)  loss_bbox_aux_4: 0.1780 (0.1891)  loss_bbox_aux_5: 0.2280 (0.2500)  loss_bbox_dn_0: 0.3250 (0.3504)  loss_bbox_dn_1: 0.2671 (0.2802)  loss_bbox_dn_2: 0.2476 (0.2616)  loss_bbox_dn_3: 0.2435 (0.2531)  loss_bbox_dn_4: 0.2457 (0.2502)  loss_bbox_dn_5: 0.2455 (0.2500)  loss_giou: 0.5820 (0.5457)  loss_giou_aux_0: 0.5921 (0.5747)  loss_giou_aux_1: 0.5712 (0.5547)  loss_giou_aux_2: 0.5753 (0.5494)  loss_giou_aux_3: 0.5781 (0.5468)  loss_giou_aux_4: 0.5804 (0.5461)  loss_giou_aux_5: 0.6682 (0.6536)  loss_giou_dn_0: 0.7108 (0.6940)  loss_giou_dn_1: 0.6090 (0.5902)  loss_giou_dn_2: 0.5868 (0.5652)  loss_giou_dn_3: 0.5828 (0.5568)  loss_giou_dn_4: 0.5817 (0.5542)  loss_giou_dn_5: 0.5816 (0.5543)  loss_vfl: 0.7231 (0.7567)  loss_vfl_aux_0: 0.8827 (0.8992)  loss_vfl_aux_1: 0.8495 (0.8517)  loss_vfl_aux_2: 0.7783 (0.7948)  loss_vfl_aux_3: 0.7595 (0.7691)  loss_vfl_aux_4: 0.7238 (0.7595)  loss_vfl_aux_5: 0.8567 (0.8727)  loss_vfl_dn_0: 0.4790 (0.4844)  loss_vfl_dn_1: 0.4406 (0.4351)  loss_vfl_dn_2: 0.4242 (0.4169)  loss_vfl_dn_3: 0.4169 (0.4095)  loss_vfl_dn_4: 0.4143 (0.4066)  loss_vfl_dn_5: 0.4138 (0.4061)  time: 0.4756  data: 0.0135  max mem: 5653
Epoch: [8]  [2600/7393]  eta: 0:38:13  lr: 0.000010  loss: 18.8366 (18.7952)  loss_bbox: 0.1592 (0.1889)  loss_bbox_aux_0: 0.1788 (0.2034)  loss_bbox_aux_1: 0.1620 (0.1926)  loss_bbox_aux_2: 0.1616 (0.1903)  loss_bbox_aux_3: 0.1687 (0.1888)  loss_bbox_aux_4: 0.1733 (0.1886)  loss_bbox_aux_5: 0.2260 (0.2496)  loss_bbox_dn_0: 0.2931 (0.3498)  loss_bbox_dn_1: 0.2269 (0.2796)  loss_bbox_dn_2: 0.2094 (0.2611)  loss_bbox_dn_3: 0.2050 (0.2526)  loss_bbox_dn_4: 0.2006 (0.2497)  loss_bbox_dn_5: 0.2000 (0.2496)  loss_giou: 0.5594 (0.5461)  loss_giou_aux_0: 0.5695 (0.5751)  loss_giou_aux_1: 0.5741 (0.5551)  loss_giou_aux_2: 0.5636 (0.5498)  loss_giou_aux_3: 0.5558 (0.5472)  loss_giou_aux_4: 0.5596 (0.5465)  loss_giou_aux_5: 0.6616 (0.6540)  loss_giou_dn_0: 0.7018 (0.6942)  loss_giou_dn_1: 0.6043 (0.5904)  loss_giou_dn_2: 0.5780 (0.5654)  loss_giou_dn_3: 0.5721 (0.5570)  loss_giou_dn_4: 0.5709 (0.5545)  loss_giou_dn_5: 0.5706 (0.5546)  loss_vfl: 0.7495 (0.7566)  loss_vfl_aux_0: 0.8531 (0.8990)  loss_vfl_aux_1: 0.8137 (0.8512)  loss_vfl_aux_2: 0.7778 (0.7949)  loss_vfl_aux_3: 0.7550 (0.7691)  loss_vfl_aux_4: 0.7527 (0.7596)  loss_vfl_aux_5: 0.8804 (0.8724)  loss_vfl_dn_0: 0.4775 (0.4843)  loss_vfl_dn_1: 0.4235 (0.4349)  loss_vfl_dn_2: 0.4129 (0.4168)  loss_vfl_dn_3: 0.4046 (0.4094)  loss_vfl_dn_4: 0.4011 (0.4065)  loss_vfl_dn_5: 0.4011 (0.4061)  time: 0.4593  data: 0.0142  max mem: 5653
Epoch: [8]  [2700/7393]  eta: 0:37:23  lr: 0.000010  loss: 18.5575 (18.7989)  loss_bbox: 0.1754 (0.1891)  loss_bbox_aux_0: 0.1858 (0.2035)  loss_bbox_aux_1: 0.1790 (0.1928)  loss_bbox_aux_2: 0.1791 (0.1904)  loss_bbox_aux_3: 0.1704 (0.1890)  loss_bbox_aux_4: 0.1750 (0.1888)  loss_bbox_aux_5: 0.2318 (0.2497)  loss_bbox_dn_0: 0.3218 (0.3500)  loss_bbox_dn_1: 0.2470 (0.2797)  loss_bbox_dn_2: 0.2250 (0.2612)  loss_bbox_dn_3: 0.2202 (0.2527)  loss_bbox_dn_4: 0.2171 (0.2498)  loss_bbox_dn_5: 0.2166 (0.2496)  loss_giou: 0.5066 (0.5463)  loss_giou_aux_0: 0.5307 (0.5752)  loss_giou_aux_1: 0.5113 (0.5553)  loss_giou_aux_2: 0.5099 (0.5499)  loss_giou_aux_3: 0.5190 (0.5472)  loss_giou_aux_4: 0.5030 (0.5467)  loss_giou_aux_5: 0.6153 (0.6539)  loss_giou_dn_0: 0.7014 (0.6942)  loss_giou_dn_1: 0.5844 (0.5904)  loss_giou_dn_2: 0.5636 (0.5655)  loss_giou_dn_3: 0.5554 (0.5570)  loss_giou_dn_4: 0.5530 (0.5545)  loss_giou_dn_5: 0.5529 (0.5545)  loss_vfl: 0.7336 (0.7567)  loss_vfl_aux_0: 0.8825 (0.8993)  loss_vfl_aux_1: 0.8217 (0.8511)  loss_vfl_aux_2: 0.7609 (0.7951)  loss_vfl_aux_3: 0.7461 (0.7693)  loss_vfl_aux_4: 0.7512 (0.7597)  loss_vfl_aux_5: 0.8810 (0.8731)  loss_vfl_dn_0: 0.4774 (0.4843)  loss_vfl_dn_1: 0.4239 (0.4349)  loss_vfl_dn_2: 0.4118 (0.4167)  loss_vfl_dn_3: 0.3998 (0.4094)  loss_vfl_dn_4: 0.3975 (0.4065)  loss_vfl_dn_5: 0.3974 (0.4060)  time: 0.4755  data: 0.0141  max mem: 5653
Epoch: [8]  [2800/7393]  eta: 0:36:34  lr: 0.000010  loss: 19.3195 (18.8024)  loss_bbox: 0.2018 (0.1891)  loss_bbox_aux_0: 0.2091 (0.2036)  loss_bbox_aux_1: 0.1882 (0.1929)  loss_bbox_aux_2: 0.1917 (0.1905)  loss_bbox_aux_3: 0.2025 (0.1890)  loss_bbox_aux_4: 0.2009 (0.1889)  loss_bbox_aux_5: 0.2586 (0.2499)  loss_bbox_dn_0: 0.3491 (0.3502)  loss_bbox_dn_1: 0.2838 (0.2798)  loss_bbox_dn_2: 0.2615 (0.2612)  loss_bbox_dn_3: 0.2393 (0.2528)  loss_bbox_dn_4: 0.2402 (0.2498)  loss_bbox_dn_5: 0.2404 (0.2496)  loss_giou: 0.5644 (0.5466)  loss_giou_aux_0: 0.5850 (0.5755)  loss_giou_aux_1: 0.5677 (0.5556)  loss_giou_aux_2: 0.5758 (0.5502)  loss_giou_aux_3: 0.5670 (0.5475)  loss_giou_aux_4: 0.5629 (0.5470)  loss_giou_aux_5: 0.6726 (0.6542)  loss_giou_dn_0: 0.7172 (0.6944)  loss_giou_dn_1: 0.6050 (0.5905)  loss_giou_dn_2: 0.5780 (0.5655)  loss_giou_dn_3: 0.5674 (0.5571)  loss_giou_dn_4: 0.5630 (0.5546)  loss_giou_dn_5: 0.5636 (0.5546)  loss_vfl: 0.7319 (0.7567)  loss_vfl_aux_0: 0.8931 (0.8994)  loss_vfl_aux_1: 0.8404 (0.8507)  loss_vfl_aux_2: 0.7852 (0.7951)  loss_vfl_aux_3: 0.7697 (0.7694)  loss_vfl_aux_4: 0.7434 (0.7596)  loss_vfl_aux_5: 0.8351 (0.8731)  loss_vfl_dn_0: 0.4787 (0.4843)  loss_vfl_dn_1: 0.4403 (0.4349)  loss_vfl_dn_2: 0.4199 (0.4167)  loss_vfl_dn_3: 0.4120 (0.4093)  loss_vfl_dn_4: 0.4097 (0.4065)  loss_vfl_dn_5: 0.4088 (0.4060)  time: 0.4696  data: 0.0140  max mem: 5653
Epoch: [8]  [2900/7393]  eta: 0:35:45  lr: 0.000010  loss: 18.2296 (18.7966)  loss_bbox: 0.1685 (0.1889)  loss_bbox_aux_0: 0.1831 (0.2035)  loss_bbox_aux_1: 0.1728 (0.1928)  loss_bbox_aux_2: 0.1708 (0.1903)  loss_bbox_aux_3: 0.1696 (0.1888)  loss_bbox_aux_4: 0.1692 (0.1887)  loss_bbox_aux_5: 0.2280 (0.2499)  loss_bbox_dn_0: 0.2855 (0.3499)  loss_bbox_dn_1: 0.2460 (0.2795)  loss_bbox_dn_2: 0.2286 (0.2609)  loss_bbox_dn_3: 0.2221 (0.2525)  loss_bbox_dn_4: 0.2200 (0.2496)  loss_bbox_dn_5: 0.2189 (0.2494)  loss_giou: 0.5267 (0.5465)  loss_giou_aux_0: 0.5531 (0.5755)  loss_giou_aux_1: 0.5260 (0.5556)  loss_giou_aux_2: 0.5200 (0.5502)  loss_giou_aux_3: 0.5249 (0.5475)  loss_giou_aux_4: 0.5241 (0.5469)  loss_giou_aux_5: 0.6271 (0.6543)  loss_giou_dn_0: 0.6744 (0.6943)  loss_giou_dn_1: 0.5663 (0.5904)  loss_giou_dn_2: 0.5399 (0.5655)  loss_giou_dn_3: 0.5344 (0.5570)  loss_giou_dn_4: 0.5309 (0.5545)  loss_giou_dn_5: 0.5297 (0.5545)  loss_vfl: 0.7231 (0.7565)  loss_vfl_aux_0: 0.8329 (0.8989)  loss_vfl_aux_1: 0.7828 (0.8501)  loss_vfl_aux_2: 0.7458 (0.7948)  loss_vfl_aux_3: 0.7131 (0.7691)  loss_vfl_aux_4: 0.7121 (0.7594)  loss_vfl_aux_5: 0.8202 (0.8728)  loss_vfl_dn_0: 0.4778 (0.4843)  loss_vfl_dn_1: 0.4322 (0.4349)  loss_vfl_dn_2: 0.4151 (0.4167)  loss_vfl_dn_3: 0.4107 (0.4094)  loss_vfl_dn_4: 0.4092 (0.4065)  loss_vfl_dn_5: 0.4097 (0.4060)  time: 0.4762  data: 0.0138  max mem: 5653
Epoch: [8]  [3000/7393]  eta: 0:35:05  lr: 0.000010  loss: 19.5683 (18.7958)  loss_bbox: 0.1792 (0.1887)  loss_bbox_aux_0: 0.1934 (0.2032)  loss_bbox_aux_1: 0.1852 (0.1925)  loss_bbox_aux_2: 0.1839 (0.1901)  loss_bbox_aux_3: 0.1825 (0.1887)  loss_bbox_aux_4: 0.1838 (0.1885)  loss_bbox_aux_5: 0.2467 (0.2497)  loss_bbox_dn_0: 0.3448 (0.3498)  loss_bbox_dn_1: 0.2857 (0.2794)  loss_bbox_dn_2: 0.2550 (0.2609)  loss_bbox_dn_3: 0.2508 (0.2524)  loss_bbox_dn_4: 0.2507 (0.2495)  loss_bbox_dn_5: 0.2489 (0.2493)  loss_giou: 0.5336 (0.5465)  loss_giou_aux_0: 0.5681 (0.5755)  loss_giou_aux_1: 0.5298 (0.5556)  loss_giou_aux_2: 0.5294 (0.5502)  loss_giou_aux_3: 0.5349 (0.5475)  loss_giou_aux_4: 0.5355 (0.5469)  loss_giou_aux_5: 0.6542 (0.6543)  loss_giou_dn_0: 0.7083 (0.6944)  loss_giou_dn_1: 0.5979 (0.5905)  loss_giou_dn_2: 0.5662 (0.5655)  loss_giou_dn_3: 0.5588 (0.5571)  loss_giou_dn_4: 0.5564 (0.5545)  loss_giou_dn_5: 0.5562 (0.5546)  loss_vfl: 0.7661 (0.7568)  loss_vfl_aux_0: 0.9104 (0.8990)  loss_vfl_aux_1: 0.8684 (0.8501)  loss_vfl_aux_2: 0.8142 (0.7949)  loss_vfl_aux_3: 0.8031 (0.7693)  loss_vfl_aux_4: 0.7723 (0.7596)  loss_vfl_aux_5: 0.8795 (0.8729)  loss_vfl_dn_0: 0.4875 (0.4843)  loss_vfl_dn_1: 0.4453 (0.4349)  loss_vfl_dn_2: 0.4292 (0.4167)  loss_vfl_dn_3: 0.4234 (0.4093)  loss_vfl_dn_4: 0.4184 (0.4065)  loss_vfl_dn_5: 0.4210 (0.4060)  time: 0.4704  data: 0.0136  max mem: 5653
Epoch: [8]  [3100/7393]  eta: 0:34:16  lr: 0.000010  loss: 18.1219 (18.7932)  loss_bbox: 0.1871 (0.1886)  loss_bbox_aux_0: 0.1917 (0.2032)  loss_bbox_aux_1: 0.1919 (0.1926)  loss_bbox_aux_2: 0.1937 (0.1901)  loss_bbox_aux_3: 0.1897 (0.1886)  loss_bbox_aux_4: 0.1874 (0.1885)  loss_bbox_aux_5: 0.2538 (0.2498)  loss_bbox_dn_0: 0.3819 (0.3496)  loss_bbox_dn_1: 0.3130 (0.2793)  loss_bbox_dn_2: 0.3021 (0.2608)  loss_bbox_dn_3: 0.2928 (0.2523)  loss_bbox_dn_4: 0.2887 (0.2494)  loss_bbox_dn_5: 0.2881 (0.2492)  loss_giou: 0.4497 (0.5467)  loss_giou_aux_0: 0.4825 (0.5757)  loss_giou_aux_1: 0.4523 (0.5559)  loss_giou_aux_2: 0.4543 (0.5505)  loss_giou_aux_3: 0.4489 (0.5477)  loss_giou_aux_4: 0.4466 (0.5471)  loss_giou_aux_5: 0.5672 (0.6547)  loss_giou_dn_0: 0.6438 (0.6944)  loss_giou_dn_1: 0.5394 (0.5905)  loss_giou_dn_2: 0.5129 (0.5655)  loss_giou_dn_3: 0.5037 (0.5571)  loss_giou_dn_4: 0.4984 (0.5545)  loss_giou_dn_5: 0.4978 (0.5546)  loss_vfl: 0.7608 (0.7564)  loss_vfl_aux_0: 0.8972 (0.8986)  loss_vfl_aux_1: 0.8414 (0.8494)  loss_vfl_aux_2: 0.7807 (0.7943)  loss_vfl_aux_3: 0.7765 (0.7688)  loss_vfl_aux_4: 0.7610 (0.7592)  loss_vfl_aux_5: 0.8835 (0.8726)  loss_vfl_dn_0: 0.4830 (0.4842)  loss_vfl_dn_1: 0.4342 (0.4348)  loss_vfl_dn_2: 0.4161 (0.4166)  loss_vfl_dn_3: 0.4034 (0.4092)  loss_vfl_dn_4: 0.4015 (0.4063)  loss_vfl_dn_5: 0.4015 (0.4058)  time: 0.4751  data: 0.0139  max mem: 5653
Epoch: [8]  [3200/7393]  eta: 0:33:27  lr: 0.000010  loss: 18.5510 (18.7930)  loss_bbox: 0.1814 (0.1886)  loss_bbox_aux_0: 0.2132 (0.2032)  loss_bbox_aux_1: 0.1897 (0.1926)  loss_bbox_aux_2: 0.1928 (0.1901)  loss_bbox_aux_3: 0.1836 (0.1886)  loss_bbox_aux_4: 0.1803 (0.1884)  loss_bbox_aux_5: 0.2540 (0.2498)  loss_bbox_dn_0: 0.3346 (0.3495)  loss_bbox_dn_1: 0.2688 (0.2792)  loss_bbox_dn_2: 0.2565 (0.2606)  loss_bbox_dn_3: 0.2459 (0.2522)  loss_bbox_dn_4: 0.2425 (0.2493)  loss_bbox_dn_5: 0.2424 (0.2491)  loss_giou: 0.5038 (0.5469)  loss_giou_aux_0: 0.5452 (0.5760)  loss_giou_aux_1: 0.5236 (0.5561)  loss_giou_aux_2: 0.5226 (0.5507)  loss_giou_aux_3: 0.5082 (0.5479)  loss_giou_aux_4: 0.4985 (0.5472)  loss_giou_aux_5: 0.6132 (0.6549)  loss_giou_dn_0: 0.6784 (0.6945)  loss_giou_dn_1: 0.5761 (0.5906)  loss_giou_dn_2: 0.5503 (0.5656)  loss_giou_dn_3: 0.5429 (0.5572)  loss_giou_dn_4: 0.5403 (0.5546)  loss_giou_dn_5: 0.5393 (0.5547)  loss_vfl: 0.7350 (0.7562)  loss_vfl_aux_0: 0.8654 (0.8985)  loss_vfl_aux_1: 0.8421 (0.8492)  loss_vfl_aux_2: 0.7661 (0.7941)  loss_vfl_aux_3: 0.7517 (0.7687)  loss_vfl_aux_4: 0.7340 (0.7591)  loss_vfl_aux_5: 0.8435 (0.8725)  loss_vfl_dn_0: 0.4754 (0.4841)  loss_vfl_dn_1: 0.4289 (0.4348)  loss_vfl_dn_2: 0.4120 (0.4166)  loss_vfl_dn_3: 0.4053 (0.4092)  loss_vfl_dn_4: 0.4014 (0.4063)  loss_vfl_dn_5: 0.4046 (0.4058)  time: 0.4736  data: 0.0139  max mem: 5653
Epoch: [8]  [3300/7393]  eta: 0:32:37  lr: 0.000010  loss: 19.2443 (18.7988)  loss_bbox: 0.1933 (0.1888)  loss_bbox_aux_0: 0.2103 (0.2033)  loss_bbox_aux_1: 0.2031 (0.1927)  loss_bbox_aux_2: 0.1932 (0.1902)  loss_bbox_aux_3: 0.2009 (0.1888)  loss_bbox_aux_4: 0.1942 (0.1886)  loss_bbox_aux_5: 0.2588 (0.2498)  loss_bbox_dn_0: 0.3503 (0.3500)  loss_bbox_dn_1: 0.2848 (0.2796)  loss_bbox_dn_2: 0.2682 (0.2610)  loss_bbox_dn_3: 0.2592 (0.2525)  loss_bbox_dn_4: 0.2508 (0.2496)  loss_bbox_dn_5: 0.2489 (0.2494)  loss_giou: 0.5604 (0.5469)  loss_giou_aux_0: 0.6051 (0.5760)  loss_giou_aux_1: 0.5783 (0.5562)  loss_giou_aux_2: 0.5737 (0.5509)  loss_giou_aux_3: 0.5646 (0.5480)  loss_giou_aux_4: 0.5574 (0.5473)  loss_giou_aux_5: 0.6593 (0.6549)  loss_giou_dn_0: 0.7048 (0.6947)  loss_giou_dn_1: 0.6123 (0.5908)  loss_giou_dn_2: 0.5900 (0.5658)  loss_giou_dn_3: 0.5756 (0.5573)  loss_giou_dn_4: 0.5724 (0.5547)  loss_giou_dn_5: 0.5729 (0.5548)  loss_vfl: 0.7560 (0.7564)  loss_vfl_aux_0: 0.9137 (0.8989)  loss_vfl_aux_1: 0.8449 (0.8491)  loss_vfl_aux_2: 0.7847 (0.7942)  loss_vfl_aux_3: 0.7421 (0.7687)  loss_vfl_aux_4: 0.7539 (0.7592)  loss_vfl_aux_5: 0.8831 (0.8729)  loss_vfl_dn_0: 0.4857 (0.4841)  loss_vfl_dn_1: 0.4301 (0.4348)  loss_vfl_dn_2: 0.4180 (0.4166)  loss_vfl_dn_3: 0.4121 (0.4092)  loss_vfl_dn_4: 0.4073 (0.4063)  loss_vfl_dn_5: 0.4065 (0.4058)  time: 0.4624  data: 0.0134  max mem: 5653
Epoch: [8]  [3400/7393]  eta: 0:31:48  lr: 0.000010  loss: 18.5694 (18.7922)  loss_bbox: 0.1808 (0.1886)  loss_bbox_aux_0: 0.2000 (0.2032)  loss_bbox_aux_1: 0.1905 (0.1926)  loss_bbox_aux_2: 0.1878 (0.1902)  loss_bbox_aux_3: 0.1830 (0.1887)  loss_bbox_aux_4: 0.1826 (0.1885)  loss_bbox_aux_5: 0.2479 (0.2497)  loss_bbox_dn_0: 0.3388 (0.3498)  loss_bbox_dn_1: 0.2700 (0.2793)  loss_bbox_dn_2: 0.2449 (0.2608)  loss_bbox_dn_3: 0.2355 (0.2523)  loss_bbox_dn_4: 0.2334 (0.2493)  loss_bbox_dn_5: 0.2332 (0.2491)  loss_giou: 0.5153 (0.5468)  loss_giou_aux_0: 0.5425 (0.5759)  loss_giou_aux_1: 0.5268 (0.5561)  loss_giou_aux_2: 0.5185 (0.5508)  loss_giou_aux_3: 0.5152 (0.5478)  loss_giou_aux_4: 0.5144 (0.5471)  loss_giou_aux_5: 0.6427 (0.6548)  loss_giou_dn_0: 0.6522 (0.6944)  loss_giou_dn_1: 0.5518 (0.5905)  loss_giou_dn_2: 0.5308 (0.5655)  loss_giou_dn_3: 0.5220 (0.5570)  loss_giou_dn_4: 0.5190 (0.5545)  loss_giou_dn_5: 0.5185 (0.5545)  loss_vfl: 0.7571 (0.7563)  loss_vfl_aux_0: 0.9057 (0.8989)  loss_vfl_aux_1: 0.8265 (0.8486)  loss_vfl_aux_2: 0.7734 (0.7938)  loss_vfl_aux_3: 0.7486 (0.7686)  loss_vfl_aux_4: 0.7560 (0.7591)  loss_vfl_aux_5: 0.8626 (0.8729)  loss_vfl_dn_0: 0.4835 (0.4841)  loss_vfl_dn_1: 0.4347 (0.4347)  loss_vfl_dn_2: 0.4134 (0.4165)  loss_vfl_dn_3: 0.3999 (0.4091)  loss_vfl_dn_4: 0.3974 (0.4062)  loss_vfl_dn_5: 0.3957 (0.4057)  time: 0.4654  data: 0.0135  max mem: 5653
Epoch: [8]  [3500/7393]  eta: 0:30:58  lr: 0.000010  loss: 19.1666 (18.7908)  loss_bbox: 0.1835 (0.1887)  loss_bbox_aux_0: 0.1920 (0.2032)  loss_bbox_aux_1: 0.1815 (0.1927)  loss_bbox_aux_2: 0.1801 (0.1902)  loss_bbox_aux_3: 0.1837 (0.1887)  loss_bbox_aux_4: 0.1835 (0.1885)  loss_bbox_aux_5: 0.2402 (0.2497)  loss_bbox_dn_0: 0.3382 (0.3501)  loss_bbox_dn_1: 0.2676 (0.2796)  loss_bbox_dn_2: 0.2538 (0.2610)  loss_bbox_dn_3: 0.2425 (0.2525)  loss_bbox_dn_4: 0.2352 (0.2495)  loss_bbox_dn_5: 0.2346 (0.2493)  loss_giou: 0.5464 (0.5465)  loss_giou_aux_0: 0.5631 (0.5755)  loss_giou_aux_1: 0.5466 (0.5558)  loss_giou_aux_2: 0.5442 (0.5504)  loss_giou_aux_3: 0.5457 (0.5475)  loss_giou_aux_4: 0.5477 (0.5468)  loss_giou_aux_5: 0.6374 (0.6543)  loss_giou_dn_0: 0.6848 (0.6943)  loss_giou_dn_1: 0.5908 (0.5903)  loss_giou_dn_2: 0.5554 (0.5653)  loss_giou_dn_3: 0.5424 (0.5569)  loss_giou_dn_4: 0.5400 (0.5543)  loss_giou_dn_5: 0.5401 (0.5543)  loss_vfl: 0.7395 (0.7562)  loss_vfl_aux_0: 0.8762 (0.8991)  loss_vfl_aux_1: 0.8354 (0.8487)  loss_vfl_aux_2: 0.7925 (0.7939)  loss_vfl_aux_3: 0.7463 (0.7685)  loss_vfl_aux_4: 0.7391 (0.7590)  loss_vfl_aux_5: 0.8815 (0.8735)  loss_vfl_dn_0: 0.4806 (0.4841)  loss_vfl_dn_1: 0.4309 (0.4346)  loss_vfl_dn_2: 0.4153 (0.4164)  loss_vfl_dn_3: 0.4071 (0.4090)  loss_vfl_dn_4: 0.4035 (0.4062)  loss_vfl_dn_5: 0.4035 (0.4057)  time: 0.4631  data: 0.0134  max mem: 5653
Epoch: [8]  [3600/7393]  eta: 0:30:09  lr: 0.000010  loss: 18.2513 (18.7909)  loss_bbox: 0.1772 (0.1887)  loss_bbox_aux_0: 0.1721 (0.2032)  loss_bbox_aux_1: 0.1842 (0.1927)  loss_bbox_aux_2: 0.1669 (0.1902)  loss_bbox_aux_3: 0.1760 (0.1887)  loss_bbox_aux_4: 0.1774 (0.1886)  loss_bbox_aux_5: 0.2341 (0.2495)  loss_bbox_dn_0: 0.3373 (0.3498)  loss_bbox_dn_1: 0.2664 (0.2794)  loss_bbox_dn_2: 0.2449 (0.2608)  loss_bbox_dn_3: 0.2320 (0.2523)  loss_bbox_dn_4: 0.2280 (0.2493)  loss_bbox_dn_5: 0.2263 (0.2491)  loss_giou: 0.5163 (0.5470)  loss_giou_aux_0: 0.5364 (0.5759)  loss_giou_aux_1: 0.5097 (0.5563)  loss_giou_aux_2: 0.5126 (0.5509)  loss_giou_aux_3: 0.5197 (0.5480)  loss_giou_aux_4: 0.5167 (0.5473)  loss_giou_aux_5: 0.5973 (0.6546)  loss_giou_dn_0: 0.6783 (0.6945)  loss_giou_dn_1: 0.5576 (0.5905)  loss_giou_dn_2: 0.5392 (0.5655)  loss_giou_dn_3: 0.5311 (0.5570)  loss_giou_dn_4: 0.5287 (0.5545)  loss_giou_dn_5: 0.5286 (0.5545)  loss_vfl: 0.7278 (0.7558)  loss_vfl_aux_0: 0.8376 (0.8985)  loss_vfl_aux_1: 0.8348 (0.8481)  loss_vfl_aux_2: 0.7519 (0.7934)  loss_vfl_aux_3: 0.7407 (0.7681)  loss_vfl_aux_4: 0.7302 (0.7586)  loss_vfl_aux_5: 0.8402 (0.8731)  loss_vfl_dn_0: 0.4829 (0.4840)  loss_vfl_dn_1: 0.4320 (0.4347)  loss_vfl_dn_2: 0.4129 (0.4165)  loss_vfl_dn_3: 0.4130 (0.4091)  loss_vfl_dn_4: 0.4081 (0.4062)  loss_vfl_dn_5: 0.4082 (0.4057)  time: 0.4576  data: 0.0134  max mem: 5653
Epoch: [8]  [3700/7393]  eta: 0:29:20  lr: 0.000010  loss: 18.1884 (18.7808)  loss_bbox: 0.1785 (0.1886)  loss_bbox_aux_0: 0.2016 (0.2031)  loss_bbox_aux_1: 0.1985 (0.1926)  loss_bbox_aux_2: 0.1970 (0.1901)  loss_bbox_aux_3: 0.1799 (0.1887)  loss_bbox_aux_4: 0.1848 (0.1885)  loss_bbox_aux_5: 0.2478 (0.2495)  loss_bbox_dn_0: 0.3819 (0.3498)  loss_bbox_dn_1: 0.2968 (0.2794)  loss_bbox_dn_2: 0.2744 (0.2608)  loss_bbox_dn_3: 0.2606 (0.2523)  loss_bbox_dn_4: 0.2551 (0.2493)  loss_bbox_dn_5: 0.2548 (0.2491)  loss_giou: 0.5214 (0.5464)  loss_giou_aux_0: 0.5558 (0.5753)  loss_giou_aux_1: 0.5218 (0.5556)  loss_giou_aux_2: 0.5154 (0.5503)  loss_giou_aux_3: 0.5056 (0.5474)  loss_giou_aux_4: 0.5234 (0.5467)  loss_giou_aux_5: 0.6337 (0.6540)  loss_giou_dn_0: 0.6758 (0.6941)  loss_giou_dn_1: 0.5616 (0.5901)  loss_giou_dn_2: 0.5298 (0.5651)  loss_giou_dn_3: 0.5229 (0.5566)  loss_giou_dn_4: 0.5227 (0.5540)  loss_giou_dn_5: 0.5239 (0.5541)  loss_vfl: 0.7429 (0.7556)  loss_vfl_aux_0: 0.8809 (0.8982)  loss_vfl_aux_1: 0.8080 (0.8477)  loss_vfl_aux_2: 0.7675 (0.7931)  loss_vfl_aux_3: 0.7411 (0.7678)  loss_vfl_aux_4: 0.7310 (0.7583)  loss_vfl_aux_5: 0.8876 (0.8730)  loss_vfl_dn_0: 0.4895 (0.4840)  loss_vfl_dn_1: 0.4280 (0.4345)  loss_vfl_dn_2: 0.4068 (0.4164)  loss_vfl_dn_3: 0.4027 (0.4090)  loss_vfl_dn_4: 0.3995 (0.4061)  loss_vfl_dn_5: 0.4020 (0.4056)  time: 0.4630  data: 0.0136  max mem: 5653
Epoch: [8]  [3800/7393]  eta: 0:28:31  lr: 0.000010  loss: 18.7230 (18.7766)  loss_bbox: 0.2019 (0.1887)  loss_bbox_aux_0: 0.2126 (0.2032)  loss_bbox_aux_1: 0.1971 (0.1927)  loss_bbox_aux_2: 0.2015 (0.1902)  loss_bbox_aux_3: 0.1979 (0.1888)  loss_bbox_aux_4: 0.1972 (0.1886)  loss_bbox_aux_5: 0.2592 (0.2496)  loss_bbox_dn_0: 0.3295 (0.3500)  loss_bbox_dn_1: 0.2533 (0.2795)  loss_bbox_dn_2: 0.2392 (0.2609)  loss_bbox_dn_3: 0.2357 (0.2524)  loss_bbox_dn_4: 0.2328 (0.2494)  loss_bbox_dn_5: 0.2325 (0.2492)  loss_giou: 0.5225 (0.5458)  loss_giou_aux_0: 0.5562 (0.5747)  loss_giou_aux_1: 0.5279 (0.5550)  loss_giou_aux_2: 0.5340 (0.5497)  loss_giou_aux_3: 0.5285 (0.5468)  loss_giou_aux_4: 0.5220 (0.5461)  loss_giou_aux_5: 0.6384 (0.6535)  loss_giou_dn_0: 0.6675 (0.6938)  loss_giou_dn_1: 0.5712 (0.5897)  loss_giou_dn_2: 0.5489 (0.5647)  loss_giou_dn_3: 0.5396 (0.5563)  loss_giou_dn_4: 0.5369 (0.5537)  loss_giou_dn_5: 0.5368 (0.5537)  loss_vfl: 0.7873 (0.7556)  loss_vfl_aux_0: 0.9023 (0.8983)  loss_vfl_aux_1: 0.8937 (0.8479)  loss_vfl_aux_2: 0.8205 (0.7931)  loss_vfl_aux_3: 0.8075 (0.7678)  loss_vfl_aux_4: 0.7831 (0.7583)  loss_vfl_aux_5: 0.8691 (0.8731)  loss_vfl_dn_0: 0.4878 (0.4840)  loss_vfl_dn_1: 0.4362 (0.4346)  loss_vfl_dn_2: 0.4173 (0.4164)  loss_vfl_dn_3: 0.4109 (0.4090)  loss_vfl_dn_4: 0.4103 (0.4062)  loss_vfl_dn_5: 0.4097 (0.4057)  time: 0.4586  data: 0.0136  max mem: 5653
Epoch: [8]  [3900/7393]  eta: 0:27:42  lr: 0.000010  loss: 19.0155 (18.7721)  loss_bbox: 0.1846 (0.1886)  loss_bbox_aux_0: 0.2005 (0.2031)  loss_bbox_aux_1: 0.1863 (0.1926)  loss_bbox_aux_2: 0.1861 (0.1901)  loss_bbox_aux_3: 0.1973 (0.1886)  loss_bbox_aux_4: 0.1838 (0.1885)  loss_bbox_aux_5: 0.2486 (0.2495)  loss_bbox_dn_0: 0.3690 (0.3500)  loss_bbox_dn_1: 0.2916 (0.2795)  loss_bbox_dn_2: 0.2637 (0.2610)  loss_bbox_dn_3: 0.2585 (0.2524)  loss_bbox_dn_4: 0.2578 (0.2495)  loss_bbox_dn_5: 0.2577 (0.2493)  loss_giou: 0.4778 (0.5454)  loss_giou_aux_0: 0.5197 (0.5743)  loss_giou_aux_1: 0.4974 (0.5546)  loss_giou_aux_2: 0.4937 (0.5493)  loss_giou_aux_3: 0.4876 (0.5464)  loss_giou_aux_4: 0.4773 (0.5457)  loss_giou_aux_5: 0.6040 (0.6532)  loss_giou_dn_0: 0.6865 (0.6935)  loss_giou_dn_1: 0.5741 (0.5895)  loss_giou_dn_2: 0.5429 (0.5645)  loss_giou_dn_3: 0.5339 (0.5560)  loss_giou_dn_4: 0.5286 (0.5534)  loss_giou_dn_5: 0.5286 (0.5534)  loss_vfl: 0.7848 (0.7557)  loss_vfl_aux_0: 0.9244 (0.8983)  loss_vfl_aux_1: 0.8763 (0.8479)  loss_vfl_aux_2: 0.8034 (0.7930)  loss_vfl_aux_3: 0.8003 (0.7680)  loss_vfl_aux_4: 0.7873 (0.7585)  loss_vfl_aux_5: 0.8678 (0.8730)  loss_vfl_dn_0: 0.4820 (0.4840)  loss_vfl_dn_1: 0.4266 (0.4346)  loss_vfl_dn_2: 0.4125 (0.4164)  loss_vfl_dn_3: 0.4058 (0.4090)  loss_vfl_dn_4: 0.4030 (0.4061)  loss_vfl_dn_5: 0.4029 (0.4056)  time: 0.4721  data: 0.0136  max mem: 5653
Epoch: [8]  [4000/7393]  eta: 0:26:53  lr: 0.000010  loss: 18.5768 (18.7744)  loss_bbox: 0.2015 (0.1887)  loss_bbox_aux_0: 0.2075 (0.2032)  loss_bbox_aux_1: 0.2123 (0.1927)  loss_bbox_aux_2: 0.1983 (0.1902)  loss_bbox_aux_3: 0.1991 (0.1887)  loss_bbox_aux_4: 0.1982 (0.1886)  loss_bbox_aux_5: 0.2470 (0.2495)  loss_bbox_dn_0: 0.3718 (0.3499)  loss_bbox_dn_1: 0.2988 (0.2795)  loss_bbox_dn_2: 0.2740 (0.2609)  loss_bbox_dn_3: 0.2644 (0.2524)  loss_bbox_dn_4: 0.2595 (0.2494)  loss_bbox_dn_5: 0.2593 (0.2492)  loss_giou: 0.5706 (0.5459)  loss_giou_aux_0: 0.5981 (0.5748)  loss_giou_aux_1: 0.5892 (0.5552)  loss_giou_aux_2: 0.5857 (0.5499)  loss_giou_aux_3: 0.5736 (0.5469)  loss_giou_aux_4: 0.5737 (0.5462)  loss_giou_aux_5: 0.6714 (0.6535)  loss_giou_dn_0: 0.6961 (0.6936)  loss_giou_dn_1: 0.5889 (0.5896)  loss_giou_dn_2: 0.5710 (0.5646)  loss_giou_dn_3: 0.5578 (0.5561)  loss_giou_dn_4: 0.5559 (0.5536)  loss_giou_dn_5: 0.5561 (0.5536)  loss_vfl: 0.7066 (0.7555)  loss_vfl_aux_0: 0.8574 (0.8980)  loss_vfl_aux_1: 0.7954 (0.8473)  loss_vfl_aux_2: 0.7506 (0.7927)  loss_vfl_aux_3: 0.7299 (0.7677)  loss_vfl_aux_4: 0.7114 (0.7583)  loss_vfl_aux_5: 0.8218 (0.8728)  loss_vfl_dn_0: 0.4739 (0.4840)  loss_vfl_dn_1: 0.4242 (0.4345)  loss_vfl_dn_2: 0.4086 (0.4164)  loss_vfl_dn_3: 0.4006 (0.4090)  loss_vfl_dn_4: 0.3977 (0.4061)  loss_vfl_dn_5: 0.4004 (0.4057)  time: 0.4601  data: 0.0135  max mem: 5653
Epoch: [8]  [4100/7393]  eta: 0:26:04  lr: 0.000010  loss: 18.8801 (18.7673)  loss_bbox: 0.1843 (0.1885)  loss_bbox_aux_0: 0.1883 (0.2029)  loss_bbox_aux_1: 0.1840 (0.1925)  loss_bbox_aux_2: 0.1990 (0.1900)  loss_bbox_aux_3: 0.1774 (0.1885)  loss_bbox_aux_4: 0.1843 (0.1884)  loss_bbox_aux_5: 0.2223 (0.2491)  loss_bbox_dn_0: 0.3199 (0.3494)  loss_bbox_dn_1: 0.2562 (0.2790)  loss_bbox_dn_2: 0.2442 (0.2605)  loss_bbox_dn_3: 0.2423 (0.2520)  loss_bbox_dn_4: 0.2402 (0.2490)  loss_bbox_dn_5: 0.2405 (0.2488)  loss_giou: 0.5691 (0.5462)  loss_giou_aux_0: 0.5914 (0.5750)  loss_giou_aux_1: 0.5825 (0.5555)  loss_giou_aux_2: 0.5748 (0.5501)  loss_giou_aux_3: 0.5780 (0.5472)  loss_giou_aux_4: 0.5699 (0.5464)  loss_giou_aux_5: 0.6784 (0.6537)  loss_giou_dn_0: 0.7225 (0.6938)  loss_giou_dn_1: 0.6338 (0.5898)  loss_giou_dn_2: 0.6023 (0.5648)  loss_giou_dn_3: 0.5848 (0.5563)  loss_giou_dn_4: 0.5808 (0.5538)  loss_giou_dn_5: 0.5806 (0.5538)  loss_vfl: 0.7197 (0.7548)  loss_vfl_aux_0: 0.8716 (0.8972)  loss_vfl_aux_1: 0.7928 (0.8464)  loss_vfl_aux_2: 0.7319 (0.7920)  loss_vfl_aux_3: 0.7224 (0.7670)  loss_vfl_aux_4: 0.7023 (0.7577)  loss_vfl_aux_5: 0.8383 (0.8720)  loss_vfl_dn_0: 0.4887 (0.4839)  loss_vfl_dn_1: 0.4364 (0.4345)  loss_vfl_dn_2: 0.4213 (0.4163)  loss_vfl_dn_3: 0.4153 (0.4089)  loss_vfl_dn_4: 0.4110 (0.4061)  loss_vfl_dn_5: 0.4112 (0.4056)  time: 0.4691  data: 0.0136  max mem: 5653
Epoch: [8]  [4200/7393]  eta: 0:25:16  lr: 0.000010  loss: 18.7503 (18.7626)  loss_bbox: 0.1690 (0.1884)  loss_bbox_aux_0: 0.1858 (0.2027)  loss_bbox_aux_1: 0.1713 (0.1923)  loss_bbox_aux_2: 0.1685 (0.1898)  loss_bbox_aux_3: 0.1671 (0.1884)  loss_bbox_aux_4: 0.1680 (0.1883)  loss_bbox_aux_5: 0.2295 (0.2489)  loss_bbox_dn_0: 0.3031 (0.3490)  loss_bbox_dn_1: 0.2290 (0.2786)  loss_bbox_dn_2: 0.2083 (0.2601)  loss_bbox_dn_3: 0.1983 (0.2516)  loss_bbox_dn_4: 0.1937 (0.2487)  loss_bbox_dn_5: 0.1934 (0.2485)  loss_giou: 0.5997 (0.5464)  loss_giou_aux_0: 0.6149 (0.5752)  loss_giou_aux_1: 0.6045 (0.5557)  loss_giou_aux_2: 0.5871 (0.5503)  loss_giou_aux_3: 0.6032 (0.5474)  loss_giou_aux_4: 0.6072 (0.5466)  loss_giou_aux_5: 0.6935 (0.6539)  loss_giou_dn_0: 0.7161 (0.6937)  loss_giou_dn_1: 0.6177 (0.5897)  loss_giou_dn_2: 0.5952 (0.5648)  loss_giou_dn_3: 0.5899 (0.5563)  loss_giou_dn_4: 0.5883 (0.5537)  loss_giou_dn_5: 0.5881 (0.5538)  loss_vfl: 0.7441 (0.7545)  loss_vfl_aux_0: 0.8478 (0.8968)  loss_vfl_aux_1: 0.8089 (0.8461)  loss_vfl_aux_2: 0.7693 (0.7917)  loss_vfl_aux_3: 0.7424 (0.7667)  loss_vfl_aux_4: 0.7433 (0.7574)  loss_vfl_aux_5: 0.8001 (0.8716)  loss_vfl_dn_0: 0.4868 (0.4838)  loss_vfl_dn_1: 0.4349 (0.4344)  loss_vfl_dn_2: 0.4210 (0.4163)  loss_vfl_dn_3: 0.4174 (0.4089)  loss_vfl_dn_4: 0.4143 (0.4060)  loss_vfl_dn_5: 0.4147 (0.4055)  time: 0.4561  data: 0.0135  max mem: 5653
Epoch: [8]  [4300/7393]  eta: 0:24:28  lr: 0.000010  loss: 18.1933 (18.7575)  loss_bbox: 0.1675 (0.1883)  loss_bbox_aux_0: 0.1827 (0.2026)  loss_bbox_aux_1: 0.1745 (0.1922)  loss_bbox_aux_2: 0.1714 (0.1897)  loss_bbox_aux_3: 0.1674 (0.1883)  loss_bbox_aux_4: 0.1638 (0.1881)  loss_bbox_aux_5: 0.2419 (0.2488)  loss_bbox_dn_0: 0.3629 (0.3491)  loss_bbox_dn_1: 0.2818 (0.2786)  loss_bbox_dn_2: 0.2631 (0.2601)  loss_bbox_dn_3: 0.2510 (0.2516)  loss_bbox_dn_4: 0.2466 (0.2486)  loss_bbox_dn_5: 0.2458 (0.2484)  loss_giou: 0.4926 (0.5460)  loss_giou_aux_0: 0.5222 (0.5748)  loss_giou_aux_1: 0.5023 (0.5553)  loss_giou_aux_2: 0.4930 (0.5499)  loss_giou_aux_3: 0.4963 (0.5470)  loss_giou_aux_4: 0.4860 (0.5462)  loss_giou_aux_5: 0.6202 (0.6536)  loss_giou_dn_0: 0.6335 (0.6934)  loss_giou_dn_1: 0.5420 (0.5894)  loss_giou_dn_2: 0.5142 (0.5644)  loss_giou_dn_3: 0.5065 (0.5560)  loss_giou_dn_4: 0.5028 (0.5534)  loss_giou_dn_5: 0.5034 (0.5535)  loss_vfl: 0.7348 (0.7546)  loss_vfl_aux_0: 0.8771 (0.8971)  loss_vfl_aux_1: 0.8224 (0.8460)  loss_vfl_aux_2: 0.7650 (0.7917)  loss_vfl_aux_3: 0.7427 (0.7667)  loss_vfl_aux_4: 0.7376 (0.7574)  loss_vfl_aux_5: 0.8476 (0.8718)  loss_vfl_dn_0: 0.4826 (0.4838)  loss_vfl_dn_1: 0.4271 (0.4344)  loss_vfl_dn_2: 0.4144 (0.4163)  loss_vfl_dn_3: 0.4082 (0.4089)  loss_vfl_dn_4: 0.4038 (0.4060)  loss_vfl_dn_5: 0.4030 (0.4055)  time: 0.4621  data: 0.0133  max mem: 5653
Epoch: [8]  [4400/7393]  eta: 0:23:43  lr: 0.000010  loss: 18.9546 (18.7589)  loss_bbox: 0.1880 (0.1884)  loss_bbox_aux_0: 0.2015 (0.2028)  loss_bbox_aux_1: 0.1960 (0.1925)  loss_bbox_aux_2: 0.1912 (0.1899)  loss_bbox_aux_3: 0.1889 (0.1885)  loss_bbox_aux_4: 0.1850 (0.1883)  loss_bbox_aux_5: 0.2521 (0.2491)  loss_bbox_dn_0: 0.3382 (0.3495)  loss_bbox_dn_1: 0.2555 (0.2789)  loss_bbox_dn_2: 0.2305 (0.2603)  loss_bbox_dn_3: 0.2203 (0.2518)  loss_bbox_dn_4: 0.2187 (0.2488)  loss_bbox_dn_5: 0.2182 (0.2486)  loss_giou: 0.5832 (0.5459)  loss_giou_aux_0: 0.5936 (0.5747)  loss_giou_aux_1: 0.5953 (0.5553)  loss_giou_aux_2: 0.5837 (0.5499)  loss_giou_aux_3: 0.5844 (0.5470)  loss_giou_aux_4: 0.5860 (0.5462)  loss_giou_aux_5: 0.6750 (0.6535)  loss_giou_dn_0: 0.7136 (0.6933)  loss_giou_dn_1: 0.6030 (0.5892)  loss_giou_dn_2: 0.5806 (0.5643)  loss_giou_dn_3: 0.5692 (0.5558)  loss_giou_dn_4: 0.5661 (0.5532)  loss_giou_dn_5: 0.5669 (0.5533)  loss_vfl: 0.7478 (0.7546)  loss_vfl_aux_0: 0.8843 (0.8974)  loss_vfl_aux_1: 0.8186 (0.8459)  loss_vfl_aux_2: 0.7564 (0.7916)  loss_vfl_aux_3: 0.7354 (0.7667)  loss_vfl_aux_4: 0.7365 (0.7574)  loss_vfl_aux_5: 0.8579 (0.8719)  loss_vfl_dn_0: 0.4810 (0.4838)  loss_vfl_dn_1: 0.4314 (0.4344)  loss_vfl_dn_2: 0.4196 (0.4162)  loss_vfl_dn_3: 0.4120 (0.4088)  loss_vfl_dn_4: 0.4080 (0.4060)  loss_vfl_dn_5: 0.4097 (0.4055)  time: 0.4555  data: 0.0131  max mem: 5653
Epoch: [8]  [4500/7393]  eta: 0:22:54  lr: 0.000010  loss: 18.1807 (18.7585)  loss_bbox: 0.1752 (0.1884)  loss_bbox_aux_0: 0.1940 (0.2028)  loss_bbox_aux_1: 0.1890 (0.1925)  loss_bbox_aux_2: 0.1799 (0.1899)  loss_bbox_aux_3: 0.1762 (0.1884)  loss_bbox_aux_4: 0.1743 (0.1883)  loss_bbox_aux_5: 0.2447 (0.2491)  loss_bbox_dn_0: 0.3276 (0.3494)  loss_bbox_dn_1: 0.2625 (0.2789)  loss_bbox_dn_2: 0.2469 (0.2603)  loss_bbox_dn_3: 0.2363 (0.2518)  loss_bbox_dn_4: 0.2347 (0.2489)  loss_bbox_dn_5: 0.2347 (0.2487)  loss_giou: 0.5181 (0.5460)  loss_giou_aux_0: 0.5361 (0.5748)  loss_giou_aux_1: 0.5188 (0.5554)  loss_giou_aux_2: 0.5050 (0.5500)  loss_giou_aux_3: 0.5081 (0.5471)  loss_giou_aux_4: 0.5150 (0.5463)  loss_giou_aux_5: 0.6168 (0.6536)  loss_giou_dn_0: 0.6739 (0.6933)  loss_giou_dn_1: 0.5599 (0.5892)  loss_giou_dn_2: 0.5345 (0.5643)  loss_giou_dn_3: 0.5274 (0.5558)  loss_giou_dn_4: 0.5247 (0.5533)  loss_giou_dn_5: 0.5244 (0.5533)  loss_vfl: 0.7501 (0.7546)  loss_vfl_aux_0: 0.8960 (0.8971)  loss_vfl_aux_1: 0.8219 (0.8457)  loss_vfl_aux_2: 0.7888 (0.7915)  loss_vfl_aux_3: 0.7897 (0.7666)  loss_vfl_aux_4: 0.7559 (0.7573)  loss_vfl_aux_5: 0.8412 (0.8716)  loss_vfl_dn_0: 0.4822 (0.4838)  loss_vfl_dn_1: 0.4400 (0.4344)  loss_vfl_dn_2: 0.4209 (0.4162)  loss_vfl_dn_3: 0.4126 (0.4088)  loss_vfl_dn_4: 0.4122 (0.4060)  loss_vfl_dn_5: 0.4123 (0.4055)  time: 0.4618  data: 0.0132  max mem: 5653
Epoch: [8]  [4600/7393]  eta: 0:22:06  lr: 0.000010  loss: 19.1219 (18.7612)  loss_bbox: 0.1967 (0.1883)  loss_bbox_aux_0: 0.2034 (0.2027)  loss_bbox_aux_1: 0.1907 (0.1924)  loss_bbox_aux_2: 0.1909 (0.1898)  loss_bbox_aux_3: 0.1850 (0.1883)  loss_bbox_aux_4: 0.1907 (0.1882)  loss_bbox_aux_5: 0.2367 (0.2490)  loss_bbox_dn_0: 0.3176 (0.3492)  loss_bbox_dn_1: 0.2536 (0.2787)  loss_bbox_dn_2: 0.2315 (0.2602)  loss_bbox_dn_3: 0.2284 (0.2517)  loss_bbox_dn_4: 0.2258 (0.2487)  loss_bbox_dn_5: 0.2256 (0.2485)  loss_giou: 0.5672 (0.5463)  loss_giou_aux_0: 0.6200 (0.5750)  loss_giou_aux_1: 0.5944 (0.5556)  loss_giou_aux_2: 0.5847 (0.5503)  loss_giou_aux_3: 0.5782 (0.5474)  loss_giou_aux_4: 0.5625 (0.5466)  loss_giou_aux_5: 0.6696 (0.6538)  loss_giou_dn_0: 0.7221 (0.6935)  loss_giou_dn_1: 0.6120 (0.5895)  loss_giou_dn_2: 0.5958 (0.5645)  loss_giou_dn_3: 0.5865 (0.5561)  loss_giou_dn_4: 0.5825 (0.5535)  loss_giou_dn_5: 0.5833 (0.5536)  loss_vfl: 0.7662 (0.7547)  loss_vfl_aux_0: 0.8625 (0.8972)  loss_vfl_aux_1: 0.8304 (0.8458)  loss_vfl_aux_2: 0.7804 (0.7917)  loss_vfl_aux_3: 0.7683 (0.7667)  loss_vfl_aux_4: 0.7675 (0.7575)  loss_vfl_aux_5: 0.8730 (0.8717)  loss_vfl_dn_0: 0.4789 (0.4838)  loss_vfl_dn_1: 0.4319 (0.4344)  loss_vfl_dn_2: 0.4140 (0.4162)  loss_vfl_dn_3: 0.4071 (0.4088)  loss_vfl_dn_4: 0.4030 (0.4060)  loss_vfl_dn_5: 0.4025 (0.4055)  time: 0.4544  data: 0.0133  max mem: 5653
Epoch: [8]  [4700/7393]  eta: 0:21:18  lr: 0.000010  loss: 18.2170 (18.7585)  loss_bbox: 0.1877 (0.1883)  loss_bbox_aux_0: 0.1986 (0.2027)  loss_bbox_aux_1: 0.1933 (0.1923)  loss_bbox_aux_2: 0.1921 (0.1897)  loss_bbox_aux_3: 0.1879 (0.1883)  loss_bbox_aux_4: 0.1866 (0.1882)  loss_bbox_aux_5: 0.2508 (0.2490)  loss_bbox_dn_0: 0.3419 (0.3493)  loss_bbox_dn_1: 0.2681 (0.2788)  loss_bbox_dn_2: 0.2484 (0.2602)  loss_bbox_dn_3: 0.2403 (0.2517)  loss_bbox_dn_4: 0.2391 (0.2487)  loss_bbox_dn_5: 0.2390 (0.2485)  loss_giou: 0.4608 (0.5462)  loss_giou_aux_0: 0.4704 (0.5749)  loss_giou_aux_1: 0.4574 (0.5555)  loss_giou_aux_2: 0.4469 (0.5501)  loss_giou_aux_3: 0.4513 (0.5472)  loss_giou_aux_4: 0.4508 (0.5464)  loss_giou_aux_5: 0.5745 (0.6537)  loss_giou_dn_0: 0.6489 (0.6933)  loss_giou_dn_1: 0.5381 (0.5893)  loss_giou_dn_2: 0.5140 (0.5644)  loss_giou_dn_3: 0.5023 (0.5559)  loss_giou_dn_4: 0.4986 (0.5533)  loss_giou_dn_5: 0.4987 (0.5534)  loss_vfl: 0.7200 (0.7547)  loss_vfl_aux_0: 0.8724 (0.8972)  loss_vfl_aux_1: 0.8122 (0.8457)  loss_vfl_aux_2: 0.7606 (0.7916)  loss_vfl_aux_3: 0.7528 (0.7667)  loss_vfl_aux_4: 0.7571 (0.7575)  loss_vfl_aux_5: 0.8578 (0.8716)  loss_vfl_dn_0: 0.4772 (0.4837)  loss_vfl_dn_1: 0.4227 (0.4343)  loss_vfl_dn_2: 0.4058 (0.4162)  loss_vfl_dn_3: 0.3970 (0.4088)  loss_vfl_dn_4: 0.3927 (0.4059)  loss_vfl_dn_5: 0.3927 (0.4054)  time: 0.4592  data: 0.0132  max mem: 5653
Epoch: [8]  [4800/7393]  eta: 0:20:30  lr: 0.000010  loss: 18.9805 (18.7576)  loss_bbox: 0.1890 (0.1883)  loss_bbox_aux_0: 0.2178 (0.2027)  loss_bbox_aux_1: 0.1942 (0.1923)  loss_bbox_aux_2: 0.2033 (0.1897)  loss_bbox_aux_3: 0.1888 (0.1883)  loss_bbox_aux_4: 0.1940 (0.1882)  loss_bbox_aux_5: 0.2698 (0.2490)  loss_bbox_dn_0: 0.3669 (0.3494)  loss_bbox_dn_1: 0.2883 (0.2788)  loss_bbox_dn_2: 0.2645 (0.2602)  loss_bbox_dn_3: 0.2498 (0.2517)  loss_bbox_dn_4: 0.2462 (0.2487)  loss_bbox_dn_5: 0.2457 (0.2485)  loss_giou: 0.4906 (0.5459)  loss_giou_aux_0: 0.5216 (0.5746)  loss_giou_aux_1: 0.5089 (0.5553)  loss_giou_aux_2: 0.4949 (0.5499)  loss_giou_aux_3: 0.4875 (0.5469)  loss_giou_aux_4: 0.4868 (0.5462)  loss_giou_aux_5: 0.6025 (0.6535)  loss_giou_dn_0: 0.6610 (0.6931)  loss_giou_dn_1: 0.5602 (0.5891)  loss_giou_dn_2: 0.5353 (0.5642)  loss_giou_dn_3: 0.5314 (0.5557)  loss_giou_dn_4: 0.5303 (0.5531)  loss_giou_dn_5: 0.5304 (0.5532)  loss_vfl: 0.7578 (0.7550)  loss_vfl_aux_0: 0.9001 (0.8974)  loss_vfl_aux_1: 0.8208 (0.8458)  loss_vfl_aux_2: 0.7792 (0.7919)  loss_vfl_aux_3: 0.7612 (0.7670)  loss_vfl_aux_4: 0.7678 (0.7578)  loss_vfl_aux_5: 0.8684 (0.8718)  loss_vfl_dn_0: 0.4847 (0.4838)  loss_vfl_dn_1: 0.4392 (0.4343)  loss_vfl_dn_2: 0.4204 (0.4161)  loss_vfl_dn_3: 0.4140 (0.4087)  loss_vfl_dn_4: 0.4097 (0.4059)  loss_vfl_dn_5: 0.4073 (0.4054)  time: 0.4563  data: 0.0135  max mem: 5653
Epoch: [8]  [4900/7393]  eta: 0:19:42  lr: 0.000010  loss: 18.5514 (18.7580)  loss_bbox: 0.1789 (0.1884)  loss_bbox_aux_0: 0.1877 (0.2029)  loss_bbox_aux_1: 0.1860 (0.1925)  loss_bbox_aux_2: 0.1770 (0.1899)  loss_bbox_aux_3: 0.1772 (0.1885)  loss_bbox_aux_4: 0.1788 (0.1883)  loss_bbox_aux_5: 0.2248 (0.2491)  loss_bbox_dn_0: 0.3518 (0.3497)  loss_bbox_dn_1: 0.2568 (0.2791)  loss_bbox_dn_2: 0.2388 (0.2605)  loss_bbox_dn_3: 0.2299 (0.2519)  loss_bbox_dn_4: 0.2292 (0.2490)  loss_bbox_dn_5: 0.2296 (0.2488)  loss_giou: 0.4955 (0.5458)  loss_giou_aux_0: 0.5323 (0.5746)  loss_giou_aux_1: 0.5164 (0.5552)  loss_giou_aux_2: 0.5130 (0.5498)  loss_giou_aux_3: 0.5084 (0.5469)  loss_giou_aux_4: 0.4998 (0.5461)  loss_giou_aux_5: 0.6131 (0.6534)  loss_giou_dn_0: 0.6706 (0.6931)  loss_giou_dn_1: 0.5532 (0.5890)  loss_giou_dn_2: 0.5227 (0.5641)  loss_giou_dn_3: 0.5116 (0.5556)  loss_giou_dn_4: 0.5126 (0.5530)  loss_giou_dn_5: 0.5132 (0.5531)  loss_vfl: 0.7669 (0.7548)  loss_vfl_aux_0: 0.8763 (0.8974)  loss_vfl_aux_1: 0.8416 (0.8457)  loss_vfl_aux_2: 0.7870 (0.7917)  loss_vfl_aux_3: 0.7695 (0.7667)  loss_vfl_aux_4: 0.7737 (0.7576)  loss_vfl_aux_5: 0.8489 (0.8718)  loss_vfl_dn_0: 0.4858 (0.4838)  loss_vfl_dn_1: 0.4308 (0.4343)  loss_vfl_dn_2: 0.4163 (0.4161)  loss_vfl_dn_3: 0.4076 (0.4087)  loss_vfl_dn_4: 0.4094 (0.4058)  loss_vfl_dn_5: 0.4071 (0.4054)  time: 0.4655  data: 0.0134  max mem: 5653
Epoch: [8]  [5000/7393]  eta: 0:18:56  lr: 0.000010  loss: 18.9852 (18.7524)  loss_bbox: 0.2028 (0.1883)  loss_bbox_aux_0: 0.2061 (0.2028)  loss_bbox_aux_1: 0.1964 (0.1924)  loss_bbox_aux_2: 0.1975 (0.1898)  loss_bbox_aux_3: 0.2038 (0.1884)  loss_bbox_aux_4: 0.1960 (0.1882)  loss_bbox_aux_5: 0.2463 (0.2490)  loss_bbox_dn_0: 0.3460 (0.3496)  loss_bbox_dn_1: 0.2725 (0.2790)  loss_bbox_dn_2: 0.2485 (0.2604)  loss_bbox_dn_3: 0.2405 (0.2519)  loss_bbox_dn_4: 0.2339 (0.2489)  loss_bbox_dn_5: 0.2334 (0.2487)  loss_giou: 0.4887 (0.5455)  loss_giou_aux_0: 0.5378 (0.5743)  loss_giou_aux_1: 0.4984 (0.5549)  loss_giou_aux_2: 0.4969 (0.5495)  loss_giou_aux_3: 0.4914 (0.5466)  loss_giou_aux_4: 0.4897 (0.5458)  loss_giou_aux_5: 0.6211 (0.6532)  loss_giou_dn_0: 0.6767 (0.6929)  loss_giou_dn_1: 0.5683 (0.5888)  loss_giou_dn_2: 0.5344 (0.5639)  loss_giou_dn_3: 0.5215 (0.5554)  loss_giou_dn_4: 0.5173 (0.5528)  loss_giou_dn_5: 0.5166 (0.5529)  loss_vfl: 0.7454 (0.7548)  loss_vfl_aux_0: 0.8654 (0.8973)  loss_vfl_aux_1: 0.7998 (0.8455)  loss_vfl_aux_2: 0.7677 (0.7915)  loss_vfl_aux_3: 0.7834 (0.7667)  loss_vfl_aux_4: 0.7592 (0.7575)  loss_vfl_aux_5: 0.8681 (0.8717)  loss_vfl_dn_0: 0.4830 (0.4837)  loss_vfl_dn_1: 0.4322 (0.4342)  loss_vfl_dn_2: 0.4141 (0.4161)  loss_vfl_dn_3: 0.4005 (0.4086)  loss_vfl_dn_4: 0.4002 (0.4058)  loss_vfl_dn_5: 0.3978 (0.4053)  time: 0.4551  data: 0.0136  max mem: 5653
Epoch: [8]  [5100/7393]  eta: 0:18:08  lr: 0.000010  loss: 18.4268 (18.7515)  loss_bbox: 0.1692 (0.1882)  loss_bbox_aux_0: 0.1754 (0.2026)  loss_bbox_aux_1: 0.1696 (0.1923)  loss_bbox_aux_2: 0.1671 (0.1897)  loss_bbox_aux_3: 0.1662 (0.1883)  loss_bbox_aux_4: 0.1666 (0.1882)  loss_bbox_aux_5: 0.2379 (0.2488)  loss_bbox_dn_0: 0.3162 (0.3494)  loss_bbox_dn_1: 0.2414 (0.2787)  loss_bbox_dn_2: 0.2190 (0.2602)  loss_bbox_dn_3: 0.2095 (0.2517)  loss_bbox_dn_4: 0.2080 (0.2487)  loss_bbox_dn_5: 0.2083 (0.2485)  loss_giou: 0.5345 (0.5457)  loss_giou_aux_0: 0.5587 (0.5745)  loss_giou_aux_1: 0.5353 (0.5551)  loss_giou_aux_2: 0.5363 (0.5498)  loss_giou_aux_3: 0.5316 (0.5468)  loss_giou_aux_4: 0.5293 (0.5460)  loss_giou_aux_5: 0.6373 (0.6533)  loss_giou_dn_0: 0.6744 (0.6929)  loss_giou_dn_1: 0.5701 (0.5889)  loss_giou_dn_2: 0.5505 (0.5639)  loss_giou_dn_3: 0.5437 (0.5554)  loss_giou_dn_4: 0.5419 (0.5529)  loss_giou_dn_5: 0.5420 (0.5529)  loss_vfl: 0.7390 (0.7547)  loss_vfl_aux_0: 0.8685 (0.8972)  loss_vfl_aux_1: 0.8338 (0.8454)  loss_vfl_aux_2: 0.7815 (0.7914)  loss_vfl_aux_3: 0.7547 (0.7666)  loss_vfl_aux_4: 0.7466 (0.7574)  loss_vfl_aux_5: 0.8410 (0.8715)  loss_vfl_dn_0: 0.4867 (0.4837)  loss_vfl_dn_1: 0.4381 (0.4342)  loss_vfl_dn_2: 0.4176 (0.4161)  loss_vfl_dn_3: 0.4102 (0.4086)  loss_vfl_dn_4: 0.4079 (0.4057)  loss_vfl_dn_5: 0.4090 (0.4053)  time: 0.4629  data: 0.0133  max mem: 5653
Epoch: [8]  [5200/7393]  eta: 0:17:20  lr: 0.000010  loss: 18.3088 (18.7499)  loss_bbox: 0.1699 (0.1882)  loss_bbox_aux_0: 0.1895 (0.2027)  loss_bbox_aux_1: 0.1729 (0.1923)  loss_bbox_aux_2: 0.1734 (0.1897)  loss_bbox_aux_3: 0.1671 (0.1883)  loss_bbox_aux_4: 0.1730 (0.1881)  loss_bbox_aux_5: 0.2420 (0.2488)  loss_bbox_dn_0: 0.3191 (0.3494)  loss_bbox_dn_1: 0.2461 (0.2787)  loss_bbox_dn_2: 0.2291 (0.2602)  loss_bbox_dn_3: 0.2232 (0.2517)  loss_bbox_dn_4: 0.2205 (0.2487)  loss_bbox_dn_5: 0.2203 (0.2485)  loss_giou: 0.5315 (0.5455)  loss_giou_aux_0: 0.5669 (0.5744)  loss_giou_aux_1: 0.5498 (0.5550)  loss_giou_aux_2: 0.5291 (0.5496)  loss_giou_aux_3: 0.5382 (0.5466)  loss_giou_aux_4: 0.5300 (0.5458)  loss_giou_aux_5: 0.6345 (0.6534)  loss_giou_dn_0: 0.7094 (0.6928)  loss_giou_dn_1: 0.5931 (0.5887)  loss_giou_dn_2: 0.5587 (0.5637)  loss_giou_dn_3: 0.5542 (0.5553)  loss_giou_dn_4: 0.5552 (0.5527)  loss_giou_dn_5: 0.5569 (0.5527)  loss_vfl: 0.7584 (0.7548)  loss_vfl_aux_0: 0.8929 (0.8974)  loss_vfl_aux_1: 0.8468 (0.8456)  loss_vfl_aux_2: 0.7815 (0.7914)  loss_vfl_aux_3: 0.7579 (0.7667)  loss_vfl_aux_4: 0.7640 (0.7575)  loss_vfl_aux_5: 0.8654 (0.8716)  loss_vfl_dn_0: 0.4775 (0.4837)  loss_vfl_dn_1: 0.4306 (0.4342)  loss_vfl_dn_2: 0.4125 (0.4160)  loss_vfl_dn_3: 0.4046 (0.4085)  loss_vfl_dn_4: 0.4012 (0.4057)  loss_vfl_dn_5: 0.4003 (0.4052)  time: 0.4673  data: 0.0134  max mem: 5653
Epoch: [8]  [5300/7393]  eta: 0:16:34  lr: 0.000010  loss: 18.1148 (18.7468)  loss_bbox: 0.1774 (0.1881)  loss_bbox_aux_0: 0.1975 (0.2026)  loss_bbox_aux_1: 0.1817 (0.1922)  loss_bbox_aux_2: 0.1822 (0.1897)  loss_bbox_aux_3: 0.1800 (0.1882)  loss_bbox_aux_4: 0.1774 (0.1881)  loss_bbox_aux_5: 0.2321 (0.2487)  loss_bbox_dn_0: 0.3239 (0.3494)  loss_bbox_dn_1: 0.2656 (0.2788)  loss_bbox_dn_2: 0.2477 (0.2602)  loss_bbox_dn_3: 0.2433 (0.2517)  loss_bbox_dn_4: 0.2406 (0.2487)  loss_bbox_dn_5: 0.2407 (0.2485)  loss_giou: 0.4729 (0.5453)  loss_giou_aux_0: 0.5272 (0.5742)  loss_giou_aux_1: 0.4808 (0.5547)  loss_giou_aux_2: 0.4696 (0.5494)  loss_giou_aux_3: 0.4786 (0.5464)  loss_giou_aux_4: 0.4775 (0.5456)  loss_giou_aux_5: 0.6276 (0.6531)  loss_giou_dn_0: 0.6783 (0.6926)  loss_giou_dn_1: 0.5774 (0.5885)  loss_giou_dn_2: 0.5464 (0.5636)  loss_giou_dn_3: 0.5390 (0.5551)  loss_giou_dn_4: 0.5339 (0.5525)  loss_giou_dn_5: 0.5334 (0.5526)  loss_vfl: 0.7380 (0.7549)  loss_vfl_aux_0: 0.8617 (0.8972)  loss_vfl_aux_1: 0.8313 (0.8456)  loss_vfl_aux_2: 0.7929 (0.7915)  loss_vfl_aux_3: 0.7482 (0.7668)  loss_vfl_aux_4: 0.7533 (0.7576)  loss_vfl_aux_5: 0.8391 (0.8717)  loss_vfl_dn_0: 0.4824 (0.4837)  loss_vfl_dn_1: 0.4280 (0.4341)  loss_vfl_dn_2: 0.4069 (0.4159)  loss_vfl_dn_3: 0.3985 (0.4085)  loss_vfl_dn_4: 0.3941 (0.4056)  loss_vfl_dn_5: 0.3914 (0.4051)  time: 0.4573  data: 0.0136  max mem: 5653
Epoch: [8]  [5400/7393]  eta: 0:15:46  lr: 0.000010  loss: 18.1672 (18.7445)  loss_bbox: 0.1650 (0.1881)  loss_bbox_aux_0: 0.1802 (0.2026)  loss_bbox_aux_1: 0.1715 (0.1922)  loss_bbox_aux_2: 0.1707 (0.1896)  loss_bbox_aux_3: 0.1679 (0.1882)  loss_bbox_aux_4: 0.1682 (0.1880)  loss_bbox_aux_5: 0.2223 (0.2486)  loss_bbox_dn_0: 0.3107 (0.3492)  loss_bbox_dn_1: 0.2488 (0.2786)  loss_bbox_dn_2: 0.2318 (0.2601)  loss_bbox_dn_3: 0.2258 (0.2516)  loss_bbox_dn_4: 0.2234 (0.2486)  loss_bbox_dn_5: 0.2234 (0.2484)  loss_giou: 0.5465 (0.5454)  loss_giou_aux_0: 0.5660 (0.5743)  loss_giou_aux_1: 0.5584 (0.5549)  loss_giou_aux_2: 0.5454 (0.5495)  loss_giou_aux_3: 0.5416 (0.5465)  loss_giou_aux_4: 0.5431 (0.5457)  loss_giou_aux_5: 0.6616 (0.6531)  loss_giou_dn_0: 0.6814 (0.6926)  loss_giou_dn_1: 0.5956 (0.5886)  loss_giou_dn_2: 0.5728 (0.5636)  loss_giou_dn_3: 0.5617 (0.5552)  loss_giou_dn_4: 0.5575 (0.5526)  loss_giou_dn_5: 0.5573 (0.5527)  loss_vfl: 0.7264 (0.7546)  loss_vfl_aux_0: 0.8249 (0.8969)  loss_vfl_aux_1: 0.8306 (0.8453)  loss_vfl_aux_2: 0.7795 (0.7912)  loss_vfl_aux_3: 0.7528 (0.7666)  loss_vfl_aux_4: 0.7348 (0.7574)  loss_vfl_aux_5: 0.8230 (0.8713)  loss_vfl_dn_0: 0.4758 (0.4836)  loss_vfl_dn_1: 0.4335 (0.4341)  loss_vfl_dn_2: 0.4199 (0.4159)  loss_vfl_dn_3: 0.4107 (0.4085)  loss_vfl_dn_4: 0.4026 (0.4056)  loss_vfl_dn_5: 0.4007 (0.4051)  time: 0.4630  data: 0.0135  max mem: 5653
Epoch: [8]  [5500/7393]  eta: 0:14:58  lr: 0.000010  loss: 18.6739 (18.7442)  loss_bbox: 0.1795 (0.1880)  loss_bbox_aux_0: 0.1968 (0.2025)  loss_bbox_aux_1: 0.1839 (0.1921)  loss_bbox_aux_2: 0.1832 (0.1896)  loss_bbox_aux_3: 0.1906 (0.1881)  loss_bbox_aux_4: 0.1723 (0.1880)  loss_bbox_aux_5: 0.2373 (0.2486)  loss_bbox_dn_0: 0.3216 (0.3492)  loss_bbox_dn_1: 0.2551 (0.2786)  loss_bbox_dn_2: 0.2449 (0.2600)  loss_bbox_dn_3: 0.2339 (0.2515)  loss_bbox_dn_4: 0.2324 (0.2486)  loss_bbox_dn_5: 0.2327 (0.2484)  loss_giou: 0.5233 (0.5454)  loss_giou_aux_0: 0.5371 (0.5744)  loss_giou_aux_1: 0.5089 (0.5549)  loss_giou_aux_2: 0.5406 (0.5496)  loss_giou_aux_3: 0.5210 (0.5465)  loss_giou_aux_4: 0.5233 (0.5457)  loss_giou_aux_5: 0.6165 (0.6532)  loss_giou_dn_0: 0.6768 (0.6927)  loss_giou_dn_1: 0.5720 (0.5886)  loss_giou_dn_2: 0.5441 (0.5637)  loss_giou_dn_3: 0.5316 (0.5552)  loss_giou_dn_4: 0.5306 (0.5526)  loss_giou_dn_5: 0.5307 (0.5527)  loss_vfl: 0.7326 (0.7547)  loss_vfl_aux_0: 0.8946 (0.8968)  loss_vfl_aux_1: 0.8450 (0.8453)  loss_vfl_aux_2: 0.7713 (0.7912)  loss_vfl_aux_3: 0.7639 (0.7666)  loss_vfl_aux_4: 0.7474 (0.7574)  loss_vfl_aux_5: 0.8514 (0.8710)  loss_vfl_dn_0: 0.4798 (0.4836)  loss_vfl_dn_1: 0.4331 (0.4341)  loss_vfl_dn_2: 0.4185 (0.4159)  loss_vfl_dn_3: 0.4108 (0.4085)  loss_vfl_dn_4: 0.4082 (0.4056)  loss_vfl_dn_5: 0.4076 (0.4051)  time: 0.4545  data: 0.0135  max mem: 5653
Epoch: [8]  [5600/7393]  eta: 0:14:10  lr: 0.000010  loss: 18.9265 (18.7435)  loss_bbox: 0.1768 (0.1881)  loss_bbox_aux_0: 0.1982 (0.2026)  loss_bbox_aux_1: 0.1875 (0.1922)  loss_bbox_aux_2: 0.1826 (0.1896)  loss_bbox_aux_3: 0.1772 (0.1882)  loss_bbox_aux_4: 0.1777 (0.1880)  loss_bbox_aux_5: 0.2436 (0.2486)  loss_bbox_dn_0: 0.3591 (0.3493)  loss_bbox_dn_1: 0.2636 (0.2787)  loss_bbox_dn_2: 0.2419 (0.2601)  loss_bbox_dn_3: 0.2372 (0.2516)  loss_bbox_dn_4: 0.2364 (0.2487)  loss_bbox_dn_5: 0.2362 (0.2485)  loss_giou: 0.4473 (0.5452)  loss_giou_aux_0: 0.5132 (0.5743)  loss_giou_aux_1: 0.4734 (0.5547)  loss_giou_aux_2: 0.4572 (0.5493)  loss_giou_aux_3: 0.4392 (0.5463)  loss_giou_aux_4: 0.4384 (0.5455)  loss_giou_aux_5: 0.5605 (0.6530)  loss_giou_dn_0: 0.6350 (0.6925)  loss_giou_dn_1: 0.5247 (0.5884)  loss_giou_dn_2: 0.5062 (0.5635)  loss_giou_dn_3: 0.4996 (0.5550)  loss_giou_dn_4: 0.4932 (0.5525)  loss_giou_dn_5: 0.4930 (0.5525)  loss_vfl: 0.7576 (0.7548)  loss_vfl_aux_0: 0.9135 (0.8968)  loss_vfl_aux_1: 0.8289 (0.8452)  loss_vfl_aux_2: 0.7823 (0.7913)  loss_vfl_aux_3: 0.7757 (0.7667)  loss_vfl_aux_4: 0.7559 (0.7575)  loss_vfl_aux_5: 0.8935 (0.8712)  loss_vfl_dn_0: 0.4796 (0.4836)  loss_vfl_dn_1: 0.4342 (0.4341)  loss_vfl_dn_2: 0.4151 (0.4159)  loss_vfl_dn_3: 0.4058 (0.4085)  loss_vfl_dn_4: 0.4026 (0.4056)  loss_vfl_dn_5: 0.4005 (0.4051)  time: 0.4464  data: 0.0135  max mem: 5653
Epoch: [8]  [5700/7393]  eta: 0:13:24  lr: 0.000010  loss: 18.7729 (18.7414)  loss_bbox: 0.1935 (0.1881)  loss_bbox_aux_0: 0.2034 (0.2026)  loss_bbox_aux_1: 0.1963 (0.1922)  loss_bbox_aux_2: 0.2005 (0.1897)  loss_bbox_aux_3: 0.1941 (0.1882)  loss_bbox_aux_4: 0.1934 (0.1880)  loss_bbox_aux_5: 0.2455 (0.2486)  loss_bbox_dn_0: 0.3408 (0.3493)  loss_bbox_dn_1: 0.2661 (0.2786)  loss_bbox_dn_2: 0.2556 (0.2600)  loss_bbox_dn_3: 0.2487 (0.2515)  loss_bbox_dn_4: 0.2478 (0.2486)  loss_bbox_dn_5: 0.2477 (0.2484)  loss_giou: 0.5279 (0.5452)  loss_giou_aux_0: 0.5739 (0.5743)  loss_giou_aux_1: 0.5506 (0.5547)  loss_giou_aux_2: 0.5490 (0.5494)  loss_giou_aux_3: 0.5315 (0.5463)  loss_giou_aux_4: 0.5304 (0.5455)  loss_giou_aux_5: 0.6545 (0.6530)  loss_giou_dn_0: 0.6796 (0.6923)  loss_giou_dn_1: 0.5855 (0.5882)  loss_giou_dn_2: 0.5622 (0.5633)  loss_giou_dn_3: 0.5554 (0.5548)  loss_giou_dn_4: 0.5520 (0.5522)  loss_giou_dn_5: 0.5521 (0.5523)  loss_vfl: 0.7424 (0.7547)  loss_vfl_aux_0: 0.9120 (0.8969)  loss_vfl_aux_1: 0.8345 (0.8452)  loss_vfl_aux_2: 0.7819 (0.7912)  loss_vfl_aux_3: 0.7608 (0.7666)  loss_vfl_aux_4: 0.7525 (0.7575)  loss_vfl_aux_5: 0.8860 (0.8713)  loss_vfl_dn_0: 0.4825 (0.4836)  loss_vfl_dn_1: 0.4287 (0.4341)  loss_vfl_dn_2: 0.4140 (0.4159)  loss_vfl_dn_3: 0.4044 (0.4085)  loss_vfl_dn_4: 0.3995 (0.4056)  loss_vfl_dn_5: 0.3997 (0.4051)  time: 0.6930  data: 0.0134  max mem: 5653
Epoch: [8]  [5800/7393]  eta: 0:12:36  lr: 0.000010  loss: 19.0779 (18.7395)  loss_bbox: 0.1791 (0.1880)  loss_bbox_aux_0: 0.1956 (0.2025)  loss_bbox_aux_1: 0.1907 (0.1921)  loss_bbox_aux_2: 0.1874 (0.1896)  loss_bbox_aux_3: 0.1814 (0.1881)  loss_bbox_aux_4: 0.1879 (0.1879)  loss_bbox_aux_5: 0.2450 (0.2485)  loss_bbox_dn_0: 0.3327 (0.3490)  loss_bbox_dn_1: 0.2718 (0.2783)  loss_bbox_dn_2: 0.2565 (0.2597)  loss_bbox_dn_3: 0.2513 (0.2513)  loss_bbox_dn_4: 0.2488 (0.2483)  loss_bbox_dn_5: 0.2481 (0.2481)  loss_giou: 0.5564 (0.5452)  loss_giou_aux_0: 0.5888 (0.5743)  loss_giou_aux_1: 0.5771 (0.5547)  loss_giou_aux_2: 0.5691 (0.5494)  loss_giou_aux_3: 0.5623 (0.5464)  loss_giou_aux_4: 0.5563 (0.5455)  loss_giou_aux_5: 0.6455 (0.6529)  loss_giou_dn_0: 0.7037 (0.6924)  loss_giou_dn_1: 0.5948 (0.5883)  loss_giou_dn_2: 0.5675 (0.5633)  loss_giou_dn_3: 0.5587 (0.5549)  loss_giou_dn_4: 0.5539 (0.5523)  loss_giou_dn_5: 0.5547 (0.5524)  loss_vfl: 0.7610 (0.7547)  loss_vfl_aux_0: 0.8775 (0.8968)  loss_vfl_aux_1: 0.8576 (0.8452)  loss_vfl_aux_2: 0.7916 (0.7912)  loss_vfl_aux_3: 0.7773 (0.7666)  loss_vfl_aux_4: 0.7579 (0.7574)  loss_vfl_aux_5: 0.8424 (0.8711)  loss_vfl_dn_0: 0.4869 (0.4837)  loss_vfl_dn_1: 0.4418 (0.4341)  loss_vfl_dn_2: 0.4235 (0.4159)  loss_vfl_dn_3: 0.4152 (0.4085)  loss_vfl_dn_4: 0.4136 (0.4056)  loss_vfl_dn_5: 0.4113 (0.4051)  time: 0.4534  data: 0.0134  max mem: 5653
Epoch: [8]  [5900/7393]  eta: 0:11:48  lr: 0.000010  loss: 19.3772 (18.7400)  loss_bbox: 0.2009 (0.1881)  loss_bbox_aux_0: 0.2087 (0.2026)  loss_bbox_aux_1: 0.2114 (0.1922)  loss_bbox_aux_2: 0.1958 (0.1896)  loss_bbox_aux_3: 0.2051 (0.1882)  loss_bbox_aux_4: 0.2044 (0.1880)  loss_bbox_aux_5: 0.2573 (0.2485)  loss_bbox_dn_0: 0.3238 (0.3491)  loss_bbox_dn_1: 0.2692 (0.2783)  loss_bbox_dn_2: 0.2494 (0.2598)  loss_bbox_dn_3: 0.2410 (0.2513)  loss_bbox_dn_4: 0.2380 (0.2484)  loss_bbox_dn_5: 0.2379 (0.2482)  loss_giou: 0.5706 (0.5454)  loss_giou_aux_0: 0.6025 (0.5744)  loss_giou_aux_1: 0.5793 (0.5549)  loss_giou_aux_2: 0.5832 (0.5496)  loss_giou_aux_3: 0.5751 (0.5466)  loss_giou_aux_4: 0.5679 (0.5457)  loss_giou_aux_5: 0.6705 (0.6530)  loss_giou_dn_0: 0.7102 (0.6924)  loss_giou_dn_1: 0.6135 (0.5883)  loss_giou_dn_2: 0.5852 (0.5634)  loss_giou_dn_3: 0.5792 (0.5550)  loss_giou_dn_4: 0.5762 (0.5524)  loss_giou_dn_5: 0.5764 (0.5525)  loss_vfl: 0.7396 (0.7546)  loss_vfl_aux_0: 0.8765 (0.8966)  loss_vfl_aux_1: 0.8165 (0.8449)  loss_vfl_aux_2: 0.7721 (0.7910)  loss_vfl_aux_3: 0.7490 (0.7664)  loss_vfl_aux_4: 0.7449 (0.7573)  loss_vfl_aux_5: 0.8230 (0.8709)  loss_vfl_dn_0: 0.4823 (0.4836)  loss_vfl_dn_1: 0.4292 (0.4341)  loss_vfl_dn_2: 0.4113 (0.4159)  loss_vfl_dn_3: 0.4033 (0.4084)  loss_vfl_dn_4: 0.4016 (0.4056)  loss_vfl_dn_5: 0.4001 (0.4051)  time: 0.4597  data: 0.0135  max mem: 5653
Epoch: [8]  [6000/7393]  eta: 0:11:00  lr: 0.000010  loss: 18.6944 (18.7371)  loss_bbox: 0.1755 (0.1881)  loss_bbox_aux_0: 0.1904 (0.2026)  loss_bbox_aux_1: 0.1827 (0.1922)  loss_bbox_aux_2: 0.1828 (0.1896)  loss_bbox_aux_3: 0.1849 (0.1882)  loss_bbox_aux_4: 0.1788 (0.1880)  loss_bbox_aux_5: 0.2393 (0.2486)  loss_bbox_dn_0: 0.3162 (0.3490)  loss_bbox_dn_1: 0.2613 (0.2783)  loss_bbox_dn_2: 0.2384 (0.2598)  loss_bbox_dn_3: 0.2259 (0.2513)  loss_bbox_dn_4: 0.2210 (0.2484)  loss_bbox_dn_5: 0.2210 (0.2482)  loss_giou: 0.5357 (0.5454)  loss_giou_aux_0: 0.5907 (0.5744)  loss_giou_aux_1: 0.5555 (0.5549)  loss_giou_aux_2: 0.5401 (0.5495)  loss_giou_aux_3: 0.5459 (0.5465)  loss_giou_aux_4: 0.5297 (0.5457)  loss_giou_aux_5: 0.6539 (0.6530)  loss_giou_dn_0: 0.6940 (0.6922)  loss_giou_dn_1: 0.5910 (0.5882)  loss_giou_dn_2: 0.5600 (0.5632)  loss_giou_dn_3: 0.5526 (0.5548)  loss_giou_dn_4: 0.5484 (0.5522)  loss_giou_dn_5: 0.5483 (0.5523)  loss_vfl: 0.7179 (0.7543)  loss_vfl_aux_0: 0.8755 (0.8964)  loss_vfl_aux_1: 0.8169 (0.8447)  loss_vfl_aux_2: 0.7508 (0.7908)  loss_vfl_aux_3: 0.7403 (0.7661)  loss_vfl_aux_4: 0.7265 (0.7570)  loss_vfl_aux_5: 0.8323 (0.8707)  loss_vfl_dn_0: 0.4787 (0.4836)  loss_vfl_dn_1: 0.4276 (0.4340)  loss_vfl_dn_2: 0.4149 (0.4159)  loss_vfl_dn_3: 0.4089 (0.4084)  loss_vfl_dn_4: 0.4079 (0.4055)  loss_vfl_dn_5: 0.4075 (0.4051)  time: 0.4539  data: 0.0133  max mem: 5653
Epoch: [8]  [6100/7393]  eta: 0:10:12  lr: 0.000010  loss: 18.5466 (18.7351)  loss_bbox: 0.1959 (0.1880)  loss_bbox_aux_0: 0.2059 (0.2026)  loss_bbox_aux_1: 0.1987 (0.1922)  loss_bbox_aux_2: 0.1918 (0.1896)  loss_bbox_aux_3: 0.1951 (0.1881)  loss_bbox_aux_4: 0.1952 (0.1879)  loss_bbox_aux_5: 0.2395 (0.2485)  loss_bbox_dn_0: 0.3129 (0.3490)  loss_bbox_dn_1: 0.2573 (0.2783)  loss_bbox_dn_2: 0.2438 (0.2597)  loss_bbox_dn_3: 0.2355 (0.2512)  loss_bbox_dn_4: 0.2331 (0.2483)  loss_bbox_dn_5: 0.2328 (0.2481)  loss_giou: 0.5423 (0.5451)  loss_giou_aux_0: 0.5548 (0.5741)  loss_giou_aux_1: 0.5389 (0.5546)  loss_giou_aux_2: 0.5566 (0.5492)  loss_giou_aux_3: 0.5432 (0.5463)  loss_giou_aux_4: 0.5413 (0.5454)  loss_giou_aux_5: 0.6368 (0.6527)  loss_giou_dn_0: 0.6820 (0.6920)  loss_giou_dn_1: 0.5767 (0.5880)  loss_giou_dn_2: 0.5472 (0.5631)  loss_giou_dn_3: 0.5355 (0.5546)  loss_giou_dn_4: 0.5324 (0.5521)  loss_giou_dn_5: 0.5319 (0.5521)  loss_vfl: 0.7598 (0.7547)  loss_vfl_aux_0: 0.8571 (0.8965)  loss_vfl_aux_1: 0.8193 (0.8450)  loss_vfl_aux_2: 0.7698 (0.7912)  loss_vfl_aux_3: 0.7615 (0.7664)  loss_vfl_aux_4: 0.7545 (0.7574)  loss_vfl_aux_5: 0.8416 (0.8709)  loss_vfl_dn_0: 0.4787 (0.4836)  loss_vfl_dn_1: 0.4278 (0.4340)  loss_vfl_dn_2: 0.4105 (0.4158)  loss_vfl_dn_3: 0.4033 (0.4084)  loss_vfl_dn_4: 0.4003 (0.4055)  loss_vfl_dn_5: 0.3990 (0.4050)  time: 0.4706  data: 0.0135  max mem: 5653
Epoch: [8]  [6200/7393]  eta: 0:09:25  lr: 0.000010  loss: 18.7299 (18.7327)  loss_bbox: 0.1926 (0.1880)  loss_bbox_aux_0: 0.1993 (0.2026)  loss_bbox_aux_1: 0.1976 (0.1922)  loss_bbox_aux_2: 0.1976 (0.1895)  loss_bbox_aux_3: 0.1886 (0.1881)  loss_bbox_aux_4: 0.1904 (0.1879)  loss_bbox_aux_5: 0.2488 (0.2485)  loss_bbox_dn_0: 0.3855 (0.3490)  loss_bbox_dn_1: 0.2998 (0.2783)  loss_bbox_dn_2: 0.2772 (0.2598)  loss_bbox_dn_3: 0.2706 (0.2513)  loss_bbox_dn_4: 0.2657 (0.2484)  loss_bbox_dn_5: 0.2652 (0.2482)  loss_giou: 0.4931 (0.5448)  loss_giou_aux_0: 0.5185 (0.5739)  loss_giou_aux_1: 0.4951 (0.5543)  loss_giou_aux_2: 0.4885 (0.5489)  loss_giou_aux_3: 0.4854 (0.5460)  loss_giou_aux_4: 0.4944 (0.5451)  loss_giou_aux_5: 0.5774 (0.6524)  loss_giou_dn_0: 0.6723 (0.6919)  loss_giou_dn_1: 0.5723 (0.5879)  loss_giou_dn_2: 0.5503 (0.5629)  loss_giou_dn_3: 0.5441 (0.5545)  loss_giou_dn_4: 0.5416 (0.5519)  loss_giou_dn_5: 0.5417 (0.5520)  loss_vfl: 0.7880 (0.7547)  loss_vfl_aux_0: 0.9172 (0.8964)  loss_vfl_aux_1: 0.8741 (0.8449)  loss_vfl_aux_2: 0.8111 (0.7913)  loss_vfl_aux_3: 0.7882 (0.7666)  loss_vfl_aux_4: 0.7834 (0.7574)  loss_vfl_aux_5: 0.9233 (0.8710)  loss_vfl_dn_0: 0.4790 (0.4836)  loss_vfl_dn_1: 0.4305 (0.4339)  loss_vfl_dn_2: 0.4144 (0.4158)  loss_vfl_dn_3: 0.4087 (0.4083)  loss_vfl_dn_4: 0.4055 (0.4055)  loss_vfl_dn_5: 0.4047 (0.4050)  time: 0.4793  data: 0.0141  max mem: 5653
Epoch: [8]  [6300/7393]  eta: 0:08:37  lr: 0.000010  loss: 18.6181 (18.7310)  loss_bbox: 0.1854 (0.1879)  loss_bbox_aux_0: 0.2050 (0.2026)  loss_bbox_aux_1: 0.1835 (0.1921)  loss_bbox_aux_2: 0.1840 (0.1895)  loss_bbox_aux_3: 0.1858 (0.1881)  loss_bbox_aux_4: 0.1860 (0.1879)  loss_bbox_aux_5: 0.2500 (0.2485)  loss_bbox_dn_0: 0.3480 (0.3490)  loss_bbox_dn_1: 0.2798 (0.2783)  loss_bbox_dn_2: 0.2667 (0.2597)  loss_bbox_dn_3: 0.2505 (0.2513)  loss_bbox_dn_4: 0.2463 (0.2483)  loss_bbox_dn_5: 0.2463 (0.2481)  loss_giou: 0.5246 (0.5448)  loss_giou_aux_0: 0.5483 (0.5739)  loss_giou_aux_1: 0.5203 (0.5543)  loss_giou_aux_2: 0.5239 (0.5489)  loss_giou_aux_3: 0.5258 (0.5460)  loss_giou_aux_4: 0.5256 (0.5451)  loss_giou_aux_5: 0.6217 (0.6525)  loss_giou_dn_0: 0.6853 (0.6919)  loss_giou_dn_1: 0.5841 (0.5878)  loss_giou_dn_2: 0.5573 (0.5629)  loss_giou_dn_3: 0.5496 (0.5545)  loss_giou_dn_4: 0.5487 (0.5519)  loss_giou_dn_5: 0.5486 (0.5520)  loss_vfl: 0.7531 (0.7547)  loss_vfl_aux_0: 0.9160 (0.8962)  loss_vfl_aux_1: 0.8496 (0.8447)  loss_vfl_aux_2: 0.8100 (0.7911)  loss_vfl_aux_3: 0.7721 (0.7665)  loss_vfl_aux_4: 0.7622 (0.7573)  loss_vfl_aux_5: 0.8976 (0.8709)  loss_vfl_dn_0: 0.4868 (0.4836)  loss_vfl_dn_1: 0.4349 (0.4339)  loss_vfl_dn_2: 0.4173 (0.4157)  loss_vfl_dn_3: 0.4059 (0.4083)  loss_vfl_dn_4: 0.4047 (0.4054)  loss_vfl_dn_5: 0.4047 (0.4049)  time: 0.4719  data: 0.0143  max mem: 5653
Epoch: [8]  [6400/7393]  eta: 0:07:50  lr: 0.000010  loss: 18.4965 (18.7317)  loss_bbox: 0.1781 (0.1880)  loss_bbox_aux_0: 0.1889 (0.2026)  loss_bbox_aux_1: 0.1782 (0.1922)  loss_bbox_aux_2: 0.1793 (0.1895)  loss_bbox_aux_3: 0.1808 (0.1881)  loss_bbox_aux_4: 0.1773 (0.1879)  loss_bbox_aux_5: 0.2283 (0.2485)  loss_bbox_dn_0: 0.3312 (0.3490)  loss_bbox_dn_1: 0.2656 (0.2783)  loss_bbox_dn_2: 0.2428 (0.2598)  loss_bbox_dn_3: 0.2409 (0.2513)  loss_bbox_dn_4: 0.2341 (0.2484)  loss_bbox_dn_5: 0.2343 (0.2482)  loss_giou: 0.5168 (0.5448)  loss_giou_aux_0: 0.5244 (0.5739)  loss_giou_aux_1: 0.5477 (0.5543)  loss_giou_aux_2: 0.5346 (0.5490)  loss_giou_aux_3: 0.5242 (0.5460)  loss_giou_aux_4: 0.5162 (0.5451)  loss_giou_aux_5: 0.6199 (0.6524)  loss_giou_dn_0: 0.7000 (0.6919)  loss_giou_dn_1: 0.5888 (0.5878)  loss_giou_dn_2: 0.5574 (0.5629)  loss_giou_dn_3: 0.5461 (0.5545)  loss_giou_dn_4: 0.5441 (0.5519)  loss_giou_dn_5: 0.5438 (0.5520)  loss_vfl: 0.7566 (0.7548)  loss_vfl_aux_0: 0.8990 (0.8963)  loss_vfl_aux_1: 0.8271 (0.8447)  loss_vfl_aux_2: 0.7796 (0.7911)  loss_vfl_aux_3: 0.7586 (0.7665)  loss_vfl_aux_4: 0.7637 (0.7574)  loss_vfl_aux_5: 0.8754 (0.8710)  loss_vfl_dn_0: 0.4815 (0.4836)  loss_vfl_dn_1: 0.4324 (0.4339)  loss_vfl_dn_2: 0.4105 (0.4157)  loss_vfl_dn_3: 0.4038 (0.4083)  loss_vfl_dn_4: 0.4029 (0.4054)  loss_vfl_dn_5: 0.4031 (0.4050)  time: 0.4672  data: 0.0144  max mem: 5653
Epoch: [8]  [6500/7393]  eta: 0:07:02  lr: 0.000010  loss: 19.3807 (18.7358)  loss_bbox: 0.1921 (0.1880)  loss_bbox_aux_0: 0.2213 (0.2027)  loss_bbox_aux_1: 0.2052 (0.1923)  loss_bbox_aux_2: 0.2095 (0.1896)  loss_bbox_aux_3: 0.1976 (0.1882)  loss_bbox_aux_4: 0.1966 (0.1880)  loss_bbox_aux_5: 0.2540 (0.2486)  loss_bbox_dn_0: 0.3364 (0.3491)  loss_bbox_dn_1: 0.2631 (0.2784)  loss_bbox_dn_2: 0.2536 (0.2599)  loss_bbox_dn_3: 0.2515 (0.2514)  loss_bbox_dn_4: 0.2511 (0.2485)  loss_bbox_dn_5: 0.2508 (0.2483)  loss_giou: 0.5705 (0.5450)  loss_giou_aux_0: 0.6310 (0.5740)  loss_giou_aux_1: 0.6084 (0.5545)  loss_giou_aux_2: 0.5894 (0.5491)  loss_giou_aux_3: 0.5774 (0.5462)  loss_giou_aux_4: 0.5780 (0.5453)  loss_giou_aux_5: 0.7043 (0.6526)  loss_giou_dn_0: 0.7267 (0.6919)  loss_giou_dn_1: 0.6423 (0.5880)  loss_giou_dn_2: 0.6223 (0.5630)  loss_giou_dn_3: 0.6101 (0.5546)  loss_giou_dn_4: 0.6063 (0.5520)  loss_giou_dn_5: 0.6067 (0.5521)  loss_vfl: 0.7473 (0.7549)  loss_vfl_aux_0: 0.8935 (0.8965)  loss_vfl_aux_1: 0.8459 (0.8448)  loss_vfl_aux_2: 0.7712 (0.7912)  loss_vfl_aux_3: 0.7546 (0.7666)  loss_vfl_aux_4: 0.7456 (0.7575)  loss_vfl_aux_5: 0.8424 (0.8711)  loss_vfl_dn_0: 0.4761 (0.4836)  loss_vfl_dn_1: 0.4342 (0.4339)  loss_vfl_dn_2: 0.4164 (0.4157)  loss_vfl_dn_3: 0.4087 (0.4083)  loss_vfl_dn_4: 0.4069 (0.4054)  loss_vfl_dn_5: 0.4053 (0.4050)  time: 0.4654  data: 0.0142  max mem: 5653
Epoch: [8]  [6600/7393]  eta: 0:06:15  lr: 0.000010  loss: 18.3608 (18.7341)  loss_bbox: 0.1856 (0.1881)  loss_bbox_aux_0: 0.1971 (0.2027)  loss_bbox_aux_1: 0.1887 (0.1922)  loss_bbox_aux_2: 0.1862 (0.1896)  loss_bbox_aux_3: 0.1899 (0.1882)  loss_bbox_aux_4: 0.1856 (0.1880)  loss_bbox_aux_5: 0.2328 (0.2486)  loss_bbox_dn_0: 0.2875 (0.3491)  loss_bbox_dn_1: 0.2291 (0.2784)  loss_bbox_dn_2: 0.2223 (0.2599)  loss_bbox_dn_3: 0.2142 (0.2514)  loss_bbox_dn_4: 0.2126 (0.2485)  loss_bbox_dn_5: 0.2117 (0.2483)  loss_giou: 0.5436 (0.5448)  loss_giou_aux_0: 0.5682 (0.5738)  loss_giou_aux_1: 0.5607 (0.5543)  loss_giou_aux_2: 0.5468 (0.5489)  loss_giou_aux_3: 0.5543 (0.5459)  loss_giou_aux_4: 0.5522 (0.5451)  loss_giou_aux_5: 0.6381 (0.6523)  loss_giou_dn_0: 0.6869 (0.6918)  loss_giou_dn_1: 0.5913 (0.5878)  loss_giou_dn_2: 0.5663 (0.5629)  loss_giou_dn_3: 0.5565 (0.5545)  loss_giou_dn_4: 0.5549 (0.5519)  loss_giou_dn_5: 0.5555 (0.5520)  loss_vfl: 0.7338 (0.7549)  loss_vfl_aux_0: 0.8609 (0.8965)  loss_vfl_aux_1: 0.8234 (0.8449)  loss_vfl_aux_2: 0.7842 (0.7913)  loss_vfl_aux_3: 0.7515 (0.7668)  loss_vfl_aux_4: 0.7422 (0.7576)  loss_vfl_aux_5: 0.8494 (0.8712)  loss_vfl_dn_0: 0.4765 (0.4836)  loss_vfl_dn_1: 0.4336 (0.4339)  loss_vfl_dn_2: 0.4163 (0.4157)  loss_vfl_dn_3: 0.4083 (0.4083)  loss_vfl_dn_4: 0.4083 (0.4054)  loss_vfl_dn_5: 0.4077 (0.4050)  time: 0.4671  data: 0.0141  max mem: 5653
Epoch: [8]  [6700/7393]  eta: 0:05:28  lr: 0.000010  loss: 18.8523 (18.7345)  loss_bbox: 0.1758 (0.1880)  loss_bbox_aux_0: 0.1832 (0.2027)  loss_bbox_aux_1: 0.1834 (0.1923)  loss_bbox_aux_2: 0.1787 (0.1896)  loss_bbox_aux_3: 0.1790 (0.1882)  loss_bbox_aux_4: 0.1769 (0.1880)  loss_bbox_aux_5: 0.2293 (0.2487)  loss_bbox_dn_0: 0.3019 (0.3490)  loss_bbox_dn_1: 0.2340 (0.2783)  loss_bbox_dn_2: 0.2217 (0.2598)  loss_bbox_dn_3: 0.2176 (0.2514)  loss_bbox_dn_4: 0.2149 (0.2484)  loss_bbox_dn_5: 0.2142 (0.2482)  loss_giou: 0.5853 (0.5449)  loss_giou_aux_0: 0.6025 (0.5740)  loss_giou_aux_1: 0.5732 (0.5544)  loss_giou_aux_2: 0.5860 (0.5490)  loss_giou_aux_3: 0.5828 (0.5461)  loss_giou_aux_4: 0.5774 (0.5452)  loss_giou_aux_5: 0.6994 (0.6524)  loss_giou_dn_0: 0.7149 (0.6919)  loss_giou_dn_1: 0.6091 (0.5878)  loss_giou_dn_2: 0.5733 (0.5629)  loss_giou_dn_3: 0.5659 (0.5545)  loss_giou_dn_4: 0.5620 (0.5519)  loss_giou_dn_5: 0.5614 (0.5520)  loss_vfl: 0.7432 (0.7550)  loss_vfl_aux_0: 0.8611 (0.8964)  loss_vfl_aux_1: 0.8032 (0.8449)  loss_vfl_aux_2: 0.7841 (0.7913)  loss_vfl_aux_3: 0.7652 (0.7669)  loss_vfl_aux_4: 0.7538 (0.7577)  loss_vfl_aux_5: 0.8160 (0.8710)  loss_vfl_dn_0: 0.4779 (0.4836)  loss_vfl_dn_1: 0.4313 (0.4338)  loss_vfl_dn_2: 0.4120 (0.4157)  loss_vfl_dn_3: 0.4046 (0.4082)  loss_vfl_dn_4: 0.4007 (0.4054)  loss_vfl_dn_5: 0.3994 (0.4049)  time: 0.4678  data: 0.0138  max mem: 5653
Epoch: [8]  [6800/7393]  eta: 0:04:40  lr: 0.000010  loss: 18.1138 (18.7382)  loss_bbox: 0.1837 (0.1881)  loss_bbox_aux_0: 0.1978 (0.2027)  loss_bbox_aux_1: 0.1879 (0.1923)  loss_bbox_aux_2: 0.1850 (0.1897)  loss_bbox_aux_3: 0.1886 (0.1882)  loss_bbox_aux_4: 0.1807 (0.1880)  loss_bbox_aux_5: 0.2387 (0.2486)  loss_bbox_dn_0: 0.3070 (0.3488)  loss_bbox_dn_1: 0.2436 (0.2781)  loss_bbox_dn_2: 0.2307 (0.2596)  loss_bbox_dn_3: 0.2246 (0.2512)  loss_bbox_dn_4: 0.2219 (0.2483)  loss_bbox_dn_5: 0.2214 (0.2481)  loss_giou: 0.5203 (0.5455)  loss_giou_aux_0: 0.5524 (0.5746)  loss_giou_aux_1: 0.5199 (0.5550)  loss_giou_aux_2: 0.5305 (0.5496)  loss_giou_aux_3: 0.5195 (0.5466)  loss_giou_aux_4: 0.5201 (0.5458)  loss_giou_aux_5: 0.6254 (0.6529)  loss_giou_dn_0: 0.6732 (0.6922)  loss_giou_dn_1: 0.5682 (0.5882)  loss_giou_dn_2: 0.5385 (0.5633)  loss_giou_dn_3: 0.5314 (0.5549)  loss_giou_dn_4: 0.5302 (0.5523)  loss_giou_dn_5: 0.5301 (0.5524)  loss_vfl: 0.7807 (0.7549)  loss_vfl_aux_0: 0.8743 (0.8960)  loss_vfl_aux_1: 0.8263 (0.8447)  loss_vfl_aux_2: 0.7899 (0.7912)  loss_vfl_aux_3: 0.7766 (0.7667)  loss_vfl_aux_4: 0.7642 (0.7576)  loss_vfl_aux_5: 0.8679 (0.8707)  loss_vfl_dn_0: 0.4859 (0.4835)  loss_vfl_dn_1: 0.4338 (0.4338)  loss_vfl_dn_2: 0.4131 (0.4157)  loss_vfl_dn_3: 0.4069 (0.4082)  loss_vfl_dn_4: 0.3995 (0.4054)  loss_vfl_dn_5: 0.4010 (0.4049)  time: 0.4756  data: 0.0146  max mem: 5653
Epoch: [8]  [6900/7393]  eta: 0:03:53  lr: 0.000010  loss: 18.8842 (18.7388)  loss_bbox: 0.1852 (0.1880)  loss_bbox_aux_0: 0.1935 (0.2027)  loss_bbox_aux_1: 0.1832 (0.1922)  loss_bbox_aux_2: 0.1747 (0.1896)  loss_bbox_aux_3: 0.1742 (0.1881)  loss_bbox_aux_4: 0.1876 (0.1880)  loss_bbox_aux_5: 0.2312 (0.2486)  loss_bbox_dn_0: 0.3577 (0.3488)  loss_bbox_dn_1: 0.2807 (0.2781)  loss_bbox_dn_2: 0.2609 (0.2596)  loss_bbox_dn_3: 0.2508 (0.2511)  loss_bbox_dn_4: 0.2471 (0.2482)  loss_bbox_dn_5: 0.2463 (0.2480)  loss_giou: 0.5346 (0.5454)  loss_giou_aux_0: 0.5565 (0.5745)  loss_giou_aux_1: 0.5317 (0.5549)  loss_giou_aux_2: 0.5214 (0.5495)  loss_giou_aux_3: 0.5547 (0.5466)  loss_giou_aux_4: 0.5365 (0.5457)  loss_giou_aux_5: 0.6529 (0.6529)  loss_giou_dn_0: 0.7058 (0.6923)  loss_giou_dn_1: 0.5935 (0.5882)  loss_giou_dn_2: 0.5666 (0.5633)  loss_giou_dn_3: 0.5524 (0.5549)  loss_giou_dn_4: 0.5504 (0.5523)  loss_giou_dn_5: 0.5501 (0.5524)  loss_vfl: 0.7679 (0.7551)  loss_vfl_aux_0: 0.9312 (0.8963)  loss_vfl_aux_1: 0.8647 (0.8449)  loss_vfl_aux_2: 0.7972 (0.7914)  loss_vfl_aux_3: 0.7738 (0.7669)  loss_vfl_aux_4: 0.7710 (0.7578)  loss_vfl_aux_5: 0.8479 (0.8708)  loss_vfl_dn_0: 0.4786 (0.4835)  loss_vfl_dn_1: 0.4207 (0.4338)  loss_vfl_dn_2: 0.4012 (0.4157)  loss_vfl_dn_3: 0.3909 (0.4082)  loss_vfl_dn_4: 0.3903 (0.4054)  loss_vfl_dn_5: 0.3902 (0.4049)  time: 0.4615  data: 0.0144  max mem: 5653
Epoch: [8]  [7000/7393]  eta: 0:03:06  lr: 0.000010  loss: 18.4250 (18.7391)  loss_bbox: 0.1799 (0.1881)  loss_bbox_aux_0: 0.1887 (0.2027)  loss_bbox_aux_1: 0.1909 (0.1922)  loss_bbox_aux_2: 0.1819 (0.1896)  loss_bbox_aux_3: 0.1804 (0.1882)  loss_bbox_aux_4: 0.1824 (0.1880)  loss_bbox_aux_5: 0.2306 (0.2485)  loss_bbox_dn_0: 0.3097 (0.3488)  loss_bbox_dn_1: 0.2494 (0.2781)  loss_bbox_dn_2: 0.2361 (0.2596)  loss_bbox_dn_3: 0.2277 (0.2512)  loss_bbox_dn_4: 0.2270 (0.2483)  loss_bbox_dn_5: 0.2269 (0.2481)  loss_giou: 0.5347 (0.5455)  loss_giou_aux_0: 0.5680 (0.5745)  loss_giou_aux_1: 0.5526 (0.5549)  loss_giou_aux_2: 0.5426 (0.5496)  loss_giou_aux_3: 0.5477 (0.5466)  loss_giou_aux_4: 0.5347 (0.5458)  loss_giou_aux_5: 0.6297 (0.6528)  loss_giou_dn_0: 0.6910 (0.6923)  loss_giou_dn_1: 0.5828 (0.5883)  loss_giou_dn_2: 0.5532 (0.5633)  loss_giou_dn_3: 0.5490 (0.5549)  loss_giou_dn_4: 0.5467 (0.5523)  loss_giou_dn_5: 0.5473 (0.5524)  loss_vfl: 0.7356 (0.7551)  loss_vfl_aux_0: 0.8829 (0.8963)  loss_vfl_aux_1: 0.8439 (0.8449)  loss_vfl_aux_2: 0.7869 (0.7914)  loss_vfl_aux_3: 0.7491 (0.7669)  loss_vfl_aux_4: 0.7349 (0.7578)  loss_vfl_aux_5: 0.8544 (0.8707)  loss_vfl_dn_0: 0.4800 (0.4835)  loss_vfl_dn_1: 0.4286 (0.4338)  loss_vfl_dn_2: 0.4134 (0.4157)  loss_vfl_dn_3: 0.4035 (0.4082)  loss_vfl_dn_4: 0.3992 (0.4054)  loss_vfl_dn_5: 0.3975 (0.4049)  time: 0.4873  data: 0.0141  max mem: 5653
Epoch: [8]  [7100/7393]  eta: 0:02:18  lr: 0.000010  loss: 17.9270 (18.7364)  loss_bbox: 0.1870 (0.1881)  loss_bbox_aux_0: 0.1811 (0.2027)  loss_bbox_aux_1: 0.1802 (0.1922)  loss_bbox_aux_2: 0.1899 (0.1896)  loss_bbox_aux_3: 0.1869 (0.1882)  loss_bbox_aux_4: 0.1810 (0.1880)  loss_bbox_aux_5: 0.2472 (0.2486)  loss_bbox_dn_0: 0.3432 (0.3489)  loss_bbox_dn_1: 0.2792 (0.2782)  loss_bbox_dn_2: 0.2565 (0.2597)  loss_bbox_dn_3: 0.2493 (0.2512)  loss_bbox_dn_4: 0.2411 (0.2483)  loss_bbox_dn_5: 0.2395 (0.2481)  loss_giou: 0.5090 (0.5453)  loss_giou_aux_0: 0.5372 (0.5743)  loss_giou_aux_1: 0.5084 (0.5546)  loss_giou_aux_2: 0.5112 (0.5493)  loss_giou_aux_3: 0.5064 (0.5464)  loss_giou_aux_4: 0.5105 (0.5456)  loss_giou_aux_5: 0.6013 (0.6526)  loss_giou_dn_0: 0.6774 (0.6921)  loss_giou_dn_1: 0.5675 (0.5881)  loss_giou_dn_2: 0.5463 (0.5631)  loss_giou_dn_3: 0.5350 (0.5547)  loss_giou_dn_4: 0.5335 (0.5521)  loss_giou_dn_5: 0.5332 (0.5522)  loss_vfl: 0.7346 (0.7551)  loss_vfl_aux_0: 0.8945 (0.8963)  loss_vfl_aux_1: 0.8225 (0.8449)  loss_vfl_aux_2: 0.7722 (0.7914)  loss_vfl_aux_3: 0.7319 (0.7668)  loss_vfl_aux_4: 0.7247 (0.7578)  loss_vfl_aux_5: 0.8549 (0.8708)  loss_vfl_dn_0: 0.4793 (0.4835)  loss_vfl_dn_1: 0.4258 (0.4338)  loss_vfl_dn_2: 0.4067 (0.4156)  loss_vfl_dn_3: 0.3978 (0.4082)  loss_vfl_dn_4: 0.3972 (0.4053)  loss_vfl_dn_5: 0.3964 (0.4049)  time: 0.6980  data: 0.0137  max mem: 5653
Epoch: [8]  [7200/7393]  eta: 0:01:31  lr: 0.000010  loss: 18.5995 (18.7367)  loss_bbox: 0.2032 (0.1881)  loss_bbox_aux_0: 0.2168 (0.2028)  loss_bbox_aux_1: 0.1973 (0.1923)  loss_bbox_aux_2: 0.1970 (0.1897)  loss_bbox_aux_3: 0.2017 (0.1883)  loss_bbox_aux_4: 0.2034 (0.1881)  loss_bbox_aux_5: 0.2670 (0.2487)  loss_bbox_dn_0: 0.3422 (0.3490)  loss_bbox_dn_1: 0.2777 (0.2783)  loss_bbox_dn_2: 0.2586 (0.2597)  loss_bbox_dn_3: 0.2400 (0.2513)  loss_bbox_dn_4: 0.2383 (0.2484)  loss_bbox_dn_5: 0.2384 (0.2482)  loss_giou: 0.5616 (0.5452)  loss_giou_aux_0: 0.5736 (0.5743)  loss_giou_aux_1: 0.5576 (0.5546)  loss_giou_aux_2: 0.5555 (0.5493)  loss_giou_aux_3: 0.5553 (0.5464)  loss_giou_aux_4: 0.5543 (0.5455)  loss_giou_aux_5: 0.6540 (0.6526)  loss_giou_dn_0: 0.6990 (0.6920)  loss_giou_dn_1: 0.5820 (0.5880)  loss_giou_dn_2: 0.5588 (0.5630)  loss_giou_dn_3: 0.5500 (0.5546)  loss_giou_dn_4: 0.5482 (0.5520)  loss_giou_dn_5: 0.5484 (0.5521)  loss_vfl: 0.7500 (0.7551)  loss_vfl_aux_0: 0.8783 (0.8962)  loss_vfl_aux_1: 0.8302 (0.8449)  loss_vfl_aux_2: 0.7859 (0.7915)  loss_vfl_aux_3: 0.7649 (0.7669)  loss_vfl_aux_4: 0.7588 (0.7578)  loss_vfl_aux_5: 0.8283 (0.8707)  loss_vfl_dn_0: 0.4793 (0.4835)  loss_vfl_dn_1: 0.4318 (0.4338)  loss_vfl_dn_2: 0.4129 (0.4156)  loss_vfl_dn_3: 0.4096 (0.4082)  loss_vfl_dn_4: 0.4044 (0.4053)  loss_vfl_dn_5: 0.4055 (0.4049)  time: 0.4630  data: 0.0145  max mem: 5653
Epoch: [8]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 18.4842 (18.7374)  loss_bbox: 0.1756 (0.1882)  loss_bbox_aux_0: 0.2014 (0.2028)  loss_bbox_aux_1: 0.1901 (0.1923)  loss_bbox_aux_2: 0.1765 (0.1897)  loss_bbox_aux_3: 0.1783 (0.1883)  loss_bbox_aux_4: 0.1763 (0.1881)  loss_bbox_aux_5: 0.2434 (0.2487)  loss_bbox_dn_0: 0.3358 (0.3490)  loss_bbox_dn_1: 0.2778 (0.2782)  loss_bbox_dn_2: 0.2595 (0.2597)  loss_bbox_dn_3: 0.2561 (0.2512)  loss_bbox_dn_4: 0.2524 (0.2483)  loss_bbox_dn_5: 0.2523 (0.2481)  loss_giou: 0.5545 (0.5453)  loss_giou_aux_0: 0.5825 (0.5744)  loss_giou_aux_1: 0.5568 (0.5546)  loss_giou_aux_2: 0.5552 (0.5494)  loss_giou_aux_3: 0.5581 (0.5465)  loss_giou_aux_4: 0.5553 (0.5456)  loss_giou_aux_5: 0.6355 (0.6527)  loss_giou_dn_0: 0.6689 (0.6920)  loss_giou_dn_1: 0.5694 (0.5880)  loss_giou_dn_2: 0.5502 (0.5630)  loss_giou_dn_3: 0.5421 (0.5546)  loss_giou_dn_4: 0.5415 (0.5520)  loss_giou_dn_5: 0.5417 (0.5521)  loss_vfl: 0.7708 (0.7552)  loss_vfl_aux_0: 0.9126 (0.8962)  loss_vfl_aux_1: 0.8723 (0.8450)  loss_vfl_aux_2: 0.7976 (0.7915)  loss_vfl_aux_3: 0.7715 (0.7670)  loss_vfl_aux_4: 0.7810 (0.7579)  loss_vfl_aux_5: 0.8974 (0.8707)  loss_vfl_dn_0: 0.4801 (0.4835)  loss_vfl_dn_1: 0.4276 (0.4337)  loss_vfl_dn_2: 0.4154 (0.4156)  loss_vfl_dn_3: 0.4087 (0.4081)  loss_vfl_dn_4: 0.4048 (0.4053)  loss_vfl_dn_5: 0.4056 (0.4048)  time: 0.4795  data: 0.0136  max mem: 5653
Epoch: [8]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 18.6914 (18.7355)  loss_bbox: 0.1882 (0.1881)  loss_bbox_aux_0: 0.2071 (0.2028)  loss_bbox_aux_1: 0.1969 (0.1923)  loss_bbox_aux_2: 0.1975 (0.1897)  loss_bbox_aux_3: 0.1882 (0.1883)  loss_bbox_aux_4: 0.1903 (0.1881)  loss_bbox_aux_5: 0.2560 (0.2487)  loss_bbox_dn_0: 0.3857 (0.3489)  loss_bbox_dn_1: 0.2955 (0.2781)  loss_bbox_dn_2: 0.2769 (0.2595)  loss_bbox_dn_3: 0.2759 (0.2511)  loss_bbox_dn_4: 0.2716 (0.2482)  loss_bbox_dn_5: 0.2721 (0.2480)  loss_giou: 0.5064 (0.5454)  loss_giou_aux_0: 0.5538 (0.5744)  loss_giou_aux_1: 0.5213 (0.5547)  loss_giou_aux_2: 0.5177 (0.5494)  loss_giou_aux_3: 0.5202 (0.5465)  loss_giou_aux_4: 0.5069 (0.5456)  loss_giou_aux_5: 0.6317 (0.6527)  loss_giou_dn_0: 0.6629 (0.6919)  loss_giou_dn_1: 0.5647 (0.5879)  loss_giou_dn_2: 0.5317 (0.5629)  loss_giou_dn_3: 0.5275 (0.5545)  loss_giou_dn_4: 0.5245 (0.5519)  loss_giou_dn_5: 0.5246 (0.5520)  loss_vfl: 0.7897 (0.7551)  loss_vfl_aux_0: 0.9291 (0.8961)  loss_vfl_aux_1: 0.8687 (0.8448)  loss_vfl_aux_2: 0.8124 (0.7914)  loss_vfl_aux_3: 0.7849 (0.7668)  loss_vfl_aux_4: 0.7826 (0.7578)  loss_vfl_aux_5: 0.8820 (0.8706)  loss_vfl_dn_0: 0.4868 (0.4835)  loss_vfl_dn_1: 0.4274 (0.4337)  loss_vfl_dn_2: 0.4098 (0.4156)  loss_vfl_dn_3: 0.4020 (0.4081)  loss_vfl_dn_4: 0.3989 (0.4053)  loss_vfl_dn_5: 0.3995 (0.4048)  time: 0.4677  data: 0.0139  max mem: 5653
Epoch: [8] Total time: 0:58:24 (0.4740 s / it)
Averaged stats: lr: 0.000010  loss: 18.6914 (18.7355)  loss_bbox: 0.1882 (0.1881)  loss_bbox_aux_0: 0.2071 (0.2028)  loss_bbox_aux_1: 0.1969 (0.1923)  loss_bbox_aux_2: 0.1975 (0.1897)  loss_bbox_aux_3: 0.1882 (0.1883)  loss_bbox_aux_4: 0.1903 (0.1881)  loss_bbox_aux_5: 0.2560 (0.2487)  loss_bbox_dn_0: 0.3857 (0.3489)  loss_bbox_dn_1: 0.2955 (0.2781)  loss_bbox_dn_2: 0.2769 (0.2595)  loss_bbox_dn_3: 0.2759 (0.2511)  loss_bbox_dn_4: 0.2716 (0.2482)  loss_bbox_dn_5: 0.2721 (0.2480)  loss_giou: 0.5064 (0.5454)  loss_giou_aux_0: 0.5538 (0.5744)  loss_giou_aux_1: 0.5213 (0.5547)  loss_giou_aux_2: 0.5177 (0.5494)  loss_giou_aux_3: 0.5202 (0.5465)  loss_giou_aux_4: 0.5069 (0.5456)  loss_giou_aux_5: 0.6317 (0.6527)  loss_giou_dn_0: 0.6629 (0.6919)  loss_giou_dn_1: 0.5647 (0.5879)  loss_giou_dn_2: 0.5317 (0.5629)  loss_giou_dn_3: 0.5275 (0.5545)  loss_giou_dn_4: 0.5245 (0.5519)  loss_giou_dn_5: 0.5246 (0.5520)  loss_vfl: 0.7897 (0.7551)  loss_vfl_aux_0: 0.9291 (0.8961)  loss_vfl_aux_1: 0.8687 (0.8448)  loss_vfl_aux_2: 0.8124 (0.7914)  loss_vfl_aux_3: 0.7849 (0.7668)  loss_vfl_aux_4: 0.7826 (0.7578)  loss_vfl_aux_5: 0.8820 (0.8706)  loss_vfl_dn_0: 0.4868 (0.4835)  loss_vfl_dn_1: 0.4274 (0.4337)  loss_vfl_dn_2: 0.4098 (0.4156)  loss_vfl_dn_3: 0.4020 (0.4081)  loss_vfl_dn_4: 0.3989 (0.4053)  loss_vfl_dn_5: 0.3995 (0.4048)
Test:  [  0/157]  eta: 0:03:53    time: 1.4883  data: 1.0903  max mem: 5653
Test:  [ 10/157]  eta: 0:01:12    time: 0.4932  data: 0.1242  max mem: 5653
Test:  [ 20/157]  eta: 0:01:00    time: 0.3858  data: 0.0272  max mem: 5653
Test:  [ 30/157]  eta: 0:00:53    time: 0.3815  data: 0.0271  max mem: 5653
Test:  [ 40/157]  eta: 0:00:48    time: 0.3870  data: 0.0275  max mem: 5653
Test:  [ 50/157]  eta: 0:00:43    time: 0.3929  data: 0.0276  max mem: 5653
Test:  [ 60/157]  eta: 0:00:39    time: 0.3990  data: 0.0275  max mem: 5653
Test:  [ 70/157]  eta: 0:00:35    time: 0.3911  data: 0.0268  max mem: 5653
Test:  [ 80/157]  eta: 0:00:31    time: 0.3892  data: 0.0264  max mem: 5653
Test:  [ 90/157]  eta: 0:00:31    time: 0.6776  data: 0.0268  max mem: 5653
Test:  [100/157]  eta: 0:00:25    time: 0.6661  data: 0.0271  max mem: 5653
Test:  [110/157]  eta: 0:00:21    time: 0.3825  data: 0.0270  max mem: 5653
Test:  [120/157]  eta: 0:00:16    time: 0.3829  data: 0.0268  max mem: 5653
Test:  [130/157]  eta: 0:00:11    time: 0.3799  data: 0.0267  max mem: 5653
Test:  [140/157]  eta: 0:00:07    time: 0.3767  data: 0.0265  max mem: 5653
Test:  [150/157]  eta: 0:00:03    time: 0.3641  data: 0.0264  max mem: 5653
Test:  [156/157]  eta: 0:00:00    time: 0.3569  data: 0.0262  max mem: 5653
Test: Total time: 0:01:07 (0.4284 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=30.90s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.475
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.649
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.513
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.293
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.521
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.656
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.367
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.614
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.688
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.495
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.736
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.875
best_stat:  {'epoch': 8, 'coco_eval_bbox': 0.47477454526695445}
Epoch: [9]  [   0/7393]  eta: 8:26:29  lr: 0.000010  loss: 18.1768 (18.1768)  loss_bbox: 0.2313 (0.2313)  loss_bbox_aux_0: 0.2630 (0.2630)  loss_bbox_aux_1: 0.2410 (0.2410)  loss_bbox_aux_2: 0.2487 (0.2487)  loss_bbox_aux_3: 0.2466 (0.2466)  loss_bbox_aux_4: 0.2275 (0.2275)  loss_bbox_aux_5: 0.3376 (0.3376)  loss_bbox_dn_0: 0.4704 (0.4704)  loss_bbox_dn_1: 0.3606 (0.3606)  loss_bbox_dn_2: 0.3379 (0.3379)  loss_bbox_dn_3: 0.3221 (0.3221)  loss_bbox_dn_4: 0.3115 (0.3115)  loss_bbox_dn_5: 0.3107 (0.3107)  loss_giou: 0.4016 (0.4016)  loss_giou_aux_0: 0.4430 (0.4430)  loss_giou_aux_1: 0.4135 (0.4135)  loss_giou_aux_2: 0.4124 (0.4124)  loss_giou_aux_3: 0.4018 (0.4018)  loss_giou_aux_4: 0.4052 (0.4052)  loss_giou_aux_5: 0.5084 (0.5084)  loss_giou_dn_0: 0.5680 (0.5680)  loss_giou_dn_1: 0.4517 (0.4517)  loss_giou_dn_2: 0.4264 (0.4264)  loss_giou_dn_3: 0.4130 (0.4130)  loss_giou_dn_4: 0.4062 (0.4062)  loss_giou_dn_5: 0.4057 (0.4057)  loss_vfl: 0.7917 (0.7917)  loss_vfl_aux_0: 1.0870 (1.0870)  loss_vfl_aux_1: 0.8881 (0.8881)  loss_vfl_aux_2: 0.8195 (0.8195)  loss_vfl_aux_3: 0.8054 (0.8054)  loss_vfl_aux_4: 0.8077 (0.8077)  loss_vfl_aux_5: 0.9154 (0.9154)  loss_vfl_dn_0: 0.5114 (0.5114)  loss_vfl_dn_1: 0.4298 (0.4298)  loss_vfl_dn_2: 0.4057 (0.4057)  loss_vfl_dn_3: 0.3883 (0.3883)  loss_vfl_dn_4: 0.3822 (0.3822)  loss_vfl_dn_5: 0.3784 (0.3784)  time: 4.1105  data: 1.2896  max mem: 5653
Epoch: [9]  [ 100/7393]  eta: 1:02:34  lr: 0.000010  loss: 18.2562 (18.4179)  loss_bbox: 0.1901 (0.1929)  loss_bbox_aux_0: 0.2014 (0.2060)  loss_bbox_aux_1: 0.1943 (0.1962)  loss_bbox_aux_2: 0.1921 (0.1937)  loss_bbox_aux_3: 0.1939 (0.1927)  loss_bbox_aux_4: 0.1913 (0.1937)  loss_bbox_aux_5: 0.2314 (0.2498)  loss_bbox_dn_0: 0.3242 (0.3574)  loss_bbox_dn_1: 0.2584 (0.2824)  loss_bbox_dn_2: 0.2410 (0.2610)  loss_bbox_dn_3: 0.2341 (0.2523)  loss_bbox_dn_4: 0.2287 (0.2492)  loss_bbox_dn_5: 0.2284 (0.2490)  loss_giou: 0.4917 (0.5339)  loss_giou_aux_0: 0.5167 (0.5584)  loss_giou_aux_1: 0.5020 (0.5405)  loss_giou_aux_2: 0.4943 (0.5364)  loss_giou_aux_3: 0.4851 (0.5344)  loss_giou_aux_4: 0.4914 (0.5338)  loss_giou_aux_5: 0.6048 (0.6331)  loss_giou_dn_0: 0.6477 (0.6745)  loss_giou_dn_1: 0.5415 (0.5705)  loss_giou_dn_2: 0.5245 (0.5438)  loss_giou_dn_3: 0.5147 (0.5351)  loss_giou_dn_4: 0.5132 (0.5325)  loss_giou_dn_5: 0.5132 (0.5326)  loss_vfl: 0.7078 (0.7308)  loss_vfl_aux_0: 0.8643 (0.8858)  loss_vfl_aux_1: 0.8120 (0.8238)  loss_vfl_aux_2: 0.7395 (0.7719)  loss_vfl_aux_3: 0.7237 (0.7438)  loss_vfl_aux_4: 0.6960 (0.7325)  loss_vfl_aux_5: 0.8629 (0.8674)  loss_vfl_dn_0: 0.4774 (0.4819)  loss_vfl_dn_1: 0.4277 (0.4298)  loss_vfl_dn_2: 0.4111 (0.4115)  loss_vfl_dn_3: 0.3989 (0.4029)  loss_vfl_dn_4: 0.3970 (0.4004)  loss_vfl_dn_5: 0.3964 (0.3996)  time: 0.4745  data: 0.0157  max mem: 5653
Epoch: [9]  [ 200/7393]  eta: 0:58:56  lr: 0.000010  loss: 18.4742 (18.4694)  loss_bbox: 0.1726 (0.1878)  loss_bbox_aux_0: 0.2014 (0.2026)  loss_bbox_aux_1: 0.1810 (0.1928)  loss_bbox_aux_2: 0.1753 (0.1903)  loss_bbox_aux_3: 0.1726 (0.1875)  loss_bbox_aux_4: 0.1721 (0.1886)  loss_bbox_aux_5: 0.2388 (0.2470)  loss_bbox_dn_0: 0.3375 (0.3507)  loss_bbox_dn_1: 0.2623 (0.2784)  loss_bbox_dn_2: 0.2446 (0.2576)  loss_bbox_dn_3: 0.2325 (0.2490)  loss_bbox_dn_4: 0.2311 (0.2461)  loss_bbox_dn_5: 0.2308 (0.2459)  loss_giou: 0.4606 (0.5316)  loss_giou_aux_0: 0.5102 (0.5587)  loss_giou_aux_1: 0.4904 (0.5393)  loss_giou_aux_2: 0.4809 (0.5361)  loss_giou_aux_3: 0.4619 (0.5323)  loss_giou_aux_4: 0.4626 (0.5316)  loss_giou_aux_5: 0.6115 (0.6345)  loss_giou_dn_0: 0.6454 (0.6742)  loss_giou_dn_1: 0.5580 (0.5709)  loss_giou_dn_2: 0.5337 (0.5452)  loss_giou_dn_3: 0.5199 (0.5364)  loss_giou_dn_4: 0.5192 (0.5340)  loss_giou_dn_5: 0.5191 (0.5341)  loss_vfl: 0.7546 (0.7491)  loss_vfl_aux_0: 0.8967 (0.8888)  loss_vfl_aux_1: 0.8415 (0.8371)  loss_vfl_aux_2: 0.7756 (0.7838)  loss_vfl_aux_3: 0.7634 (0.7625)  loss_vfl_aux_4: 0.7545 (0.7519)  loss_vfl_aux_5: 0.8870 (0.8709)  loss_vfl_dn_0: 0.4858 (0.4836)  loss_vfl_dn_1: 0.4380 (0.4316)  loss_vfl_dn_2: 0.4224 (0.4139)  loss_vfl_dn_3: 0.4131 (0.4062)  loss_vfl_dn_4: 0.4089 (0.4037)  loss_vfl_dn_5: 0.4090 (0.4031)  time: 0.4668  data: 0.0152  max mem: 5653
Epoch: [9]  [ 300/7393]  eta: 0:57:11  lr: 0.000010  loss: 18.4406 (18.5307)  loss_bbox: 0.1812 (0.1874)  loss_bbox_aux_0: 0.1895 (0.2016)  loss_bbox_aux_1: 0.1861 (0.1917)  loss_bbox_aux_2: 0.1796 (0.1892)  loss_bbox_aux_3: 0.1815 (0.1866)  loss_bbox_aux_4: 0.1779 (0.1877)  loss_bbox_aux_5: 0.2233 (0.2467)  loss_bbox_dn_0: 0.3220 (0.3490)  loss_bbox_dn_1: 0.2605 (0.2773)  loss_bbox_dn_2: 0.2433 (0.2569)  loss_bbox_dn_3: 0.2330 (0.2485)  loss_bbox_dn_4: 0.2305 (0.2457)  loss_bbox_dn_5: 0.2311 (0.2455)  loss_giou: 0.4885 (0.5365)  loss_giou_aux_0: 0.5291 (0.5633)  loss_giou_aux_1: 0.5181 (0.5441)  loss_giou_aux_2: 0.4928 (0.5407)  loss_giou_aux_3: 0.4990 (0.5370)  loss_giou_aux_4: 0.4882 (0.5367)  loss_giou_aux_5: 0.6168 (0.6406)  loss_giou_dn_0: 0.6734 (0.6783)  loss_giou_dn_1: 0.5675 (0.5750)  loss_giou_dn_2: 0.5407 (0.5496)  loss_giou_dn_3: 0.5305 (0.5409)  loss_giou_dn_4: 0.5283 (0.5385)  loss_giou_dn_5: 0.5281 (0.5387)  loss_vfl: 0.7674 (0.7503)  loss_vfl_aux_0: 0.8885 (0.8916)  loss_vfl_aux_1: 0.8568 (0.8376)  loss_vfl_aux_2: 0.8080 (0.7862)  loss_vfl_aux_3: 0.7785 (0.7640)  loss_vfl_aux_4: 0.7805 (0.7529)  loss_vfl_aux_5: 0.8493 (0.8708)  loss_vfl_dn_0: 0.4842 (0.4842)  loss_vfl_dn_1: 0.4332 (0.4318)  loss_vfl_dn_2: 0.4117 (0.4139)  loss_vfl_dn_3: 0.4080 (0.4066)  loss_vfl_dn_4: 0.4044 (0.4038)  loss_vfl_dn_5: 0.4034 (0.4032)  time: 0.4711  data: 0.0159  max mem: 5653
Epoch: [9]  [ 400/7393]  eta: 0:55:48  lr: 0.000010  loss: 18.2151 (18.4986)  loss_bbox: 0.1984 (0.1870)  loss_bbox_aux_0: 0.2021 (0.2009)  loss_bbox_aux_1: 0.1921 (0.1916)  loss_bbox_aux_2: 0.1961 (0.1887)  loss_bbox_aux_3: 0.1964 (0.1866)  loss_bbox_aux_4: 0.1984 (0.1875)  loss_bbox_aux_5: 0.2523 (0.2466)  loss_bbox_dn_0: 0.3729 (0.3464)  loss_bbox_dn_1: 0.2950 (0.2753)  loss_bbox_dn_2: 0.2633 (0.2554)  loss_bbox_dn_3: 0.2611 (0.2472)  loss_bbox_dn_4: 0.2593 (0.2443)  loss_bbox_dn_5: 0.2593 (0.2442)  loss_giou: 0.4841 (0.5376)  loss_giou_aux_0: 0.5081 (0.5641)  loss_giou_aux_1: 0.5009 (0.5456)  loss_giou_aux_2: 0.4962 (0.5416)  loss_giou_aux_3: 0.4956 (0.5384)  loss_giou_aux_4: 0.4918 (0.5380)  loss_giou_aux_5: 0.5848 (0.6422)  loss_giou_dn_0: 0.6484 (0.6787)  loss_giou_dn_1: 0.5547 (0.5758)  loss_giou_dn_2: 0.5282 (0.5507)  loss_giou_dn_3: 0.5222 (0.5422)  loss_giou_dn_4: 0.5189 (0.5397)  loss_giou_dn_5: 0.5191 (0.5399)  loss_vfl: 0.7302 (0.7467)  loss_vfl_aux_0: 0.8914 (0.8890)  loss_vfl_aux_1: 0.8259 (0.8326)  loss_vfl_aux_2: 0.7765 (0.7823)  loss_vfl_aux_3: 0.7261 (0.7595)  loss_vfl_aux_4: 0.7251 (0.7486)  loss_vfl_aux_5: 0.8677 (0.8665)  loss_vfl_dn_0: 0.4861 (0.4835)  loss_vfl_dn_1: 0.4276 (0.4310)  loss_vfl_dn_2: 0.4080 (0.4129)  loss_vfl_dn_3: 0.4022 (0.4053)  loss_vfl_dn_4: 0.3994 (0.4025)  loss_vfl_dn_5: 0.3987 (0.4020)  time: 0.4580  data: 0.0161  max mem: 5653
Epoch: [9]  [ 500/7393]  eta: 0:54:47  lr: 0.000010  loss: 17.8464 (18.4397)  loss_bbox: 0.1749 (0.1847)  loss_bbox_aux_0: 0.1905 (0.1992)  loss_bbox_aux_1: 0.1754 (0.1892)  loss_bbox_aux_2: 0.1696 (0.1862)  loss_bbox_aux_3: 0.1723 (0.1842)  loss_bbox_aux_4: 0.1767 (0.1852)  loss_bbox_aux_5: 0.2400 (0.2445)  loss_bbox_dn_0: 0.3316 (0.3432)  loss_bbox_dn_1: 0.2568 (0.2717)  loss_bbox_dn_2: 0.2342 (0.2521)  loss_bbox_dn_3: 0.2235 (0.2440)  loss_bbox_dn_4: 0.2213 (0.2412)  loss_bbox_dn_5: 0.2213 (0.2411)  loss_giou: 0.4816 (0.5361)  loss_giou_aux_0: 0.5112 (0.5634)  loss_giou_aux_1: 0.4836 (0.5445)  loss_giou_aux_2: 0.4749 (0.5399)  loss_giou_aux_3: 0.4775 (0.5369)  loss_giou_aux_4: 0.4808 (0.5365)  loss_giou_aux_5: 0.6069 (0.6413)  loss_giou_dn_0: 0.6638 (0.6791)  loss_giou_dn_1: 0.5514 (0.5751)  loss_giou_dn_2: 0.5243 (0.5499)  loss_giou_dn_3: 0.5130 (0.5414)  loss_giou_dn_4: 0.5102 (0.5390)  loss_giou_dn_5: 0.5100 (0.5391)  loss_vfl: 0.7286 (0.7454)  loss_vfl_aux_0: 0.8473 (0.8865)  loss_vfl_aux_1: 0.7843 (0.8319)  loss_vfl_aux_2: 0.7532 (0.7818)  loss_vfl_aux_3: 0.7113 (0.7579)  loss_vfl_aux_4: 0.7269 (0.7476)  loss_vfl_aux_5: 0.8748 (0.8652)  loss_vfl_dn_0: 0.4751 (0.4829)  loss_vfl_dn_1: 0.4265 (0.4307)  loss_vfl_dn_2: 0.4087 (0.4125)  loss_vfl_dn_3: 0.4024 (0.4048)  loss_vfl_dn_4: 0.3982 (0.4020)  loss_vfl_dn_5: 0.3991 (0.4015)  time: 0.4751  data: 0.0139  max mem: 5653
Epoch: [9]  [ 600/7393]  eta: 0:54:02  lr: 0.000010  loss: 18.8784 (18.4473)  loss_bbox: 0.1762 (0.1840)  loss_bbox_aux_0: 0.2101 (0.1989)  loss_bbox_aux_1: 0.1806 (0.1887)  loss_bbox_aux_2: 0.1768 (0.1856)  loss_bbox_aux_3: 0.1773 (0.1836)  loss_bbox_aux_4: 0.1753 (0.1844)  loss_bbox_aux_5: 0.2465 (0.2446)  loss_bbox_dn_0: 0.3375 (0.3431)  loss_bbox_dn_1: 0.2632 (0.2717)  loss_bbox_dn_2: 0.2547 (0.2522)  loss_bbox_dn_3: 0.2458 (0.2441)  loss_bbox_dn_4: 0.2412 (0.2412)  loss_bbox_dn_5: 0.2413 (0.2411)  loss_giou: 0.5535 (0.5355)  loss_giou_aux_0: 0.5671 (0.5629)  loss_giou_aux_1: 0.5491 (0.5443)  loss_giou_aux_2: 0.5594 (0.5394)  loss_giou_aux_3: 0.5450 (0.5364)  loss_giou_aux_4: 0.5470 (0.5358)  loss_giou_aux_5: 0.6431 (0.6417)  loss_giou_dn_0: 0.6955 (0.6799)  loss_giou_dn_1: 0.5987 (0.5761)  loss_giou_dn_2: 0.5762 (0.5511)  loss_giou_dn_3: 0.5715 (0.5426)  loss_giou_dn_4: 0.5673 (0.5401)  loss_giou_dn_5: 0.5677 (0.5403)  loss_vfl: 0.7706 (0.7468)  loss_vfl_aux_0: 0.8882 (0.8866)  loss_vfl_aux_1: 0.8370 (0.8329)  loss_vfl_aux_2: 0.7856 (0.7826)  loss_vfl_aux_3: 0.7794 (0.7590)  loss_vfl_aux_4: 0.7658 (0.7489)  loss_vfl_aux_5: 0.8364 (0.8648)  loss_vfl_dn_0: 0.4775 (0.4830)  loss_vfl_dn_1: 0.4339 (0.4309)  loss_vfl_dn_2: 0.4186 (0.4129)  loss_vfl_dn_3: 0.4131 (0.4053)  loss_vfl_dn_4: 0.4113 (0.4024)  loss_vfl_dn_5: 0.4120 (0.4019)  time: 0.4879  data: 0.0157  max mem: 5653
Epoch: [9]  [ 700/7393]  eta: 0:54:10  lr: 0.000010  loss: 18.7695 (18.5085)  loss_bbox: 0.1774 (0.1843)  loss_bbox_aux_0: 0.1911 (0.1986)  loss_bbox_aux_1: 0.1839 (0.1889)  loss_bbox_aux_2: 0.1748 (0.1858)  loss_bbox_aux_3: 0.1757 (0.1839)  loss_bbox_aux_4: 0.1713 (0.1848)  loss_bbox_aux_5: 0.2293 (0.2445)  loss_bbox_dn_0: 0.2996 (0.3427)  loss_bbox_dn_1: 0.2504 (0.2720)  loss_bbox_dn_2: 0.2298 (0.2527)  loss_bbox_dn_3: 0.2250 (0.2447)  loss_bbox_dn_4: 0.2216 (0.2420)  loss_bbox_dn_5: 0.2215 (0.2418)  loss_giou: 0.5542 (0.5383)  loss_giou_aux_0: 0.5927 (0.5659)  loss_giou_aux_1: 0.5697 (0.5476)  loss_giou_aux_2: 0.5550 (0.5422)  loss_giou_aux_3: 0.5539 (0.5391)  loss_giou_aux_4: 0.5564 (0.5387)  loss_giou_aux_5: 0.6629 (0.6444)  loss_giou_dn_0: 0.7175 (0.6833)  loss_giou_dn_1: 0.6196 (0.5796)  loss_giou_dn_2: 0.5999 (0.5547)  loss_giou_dn_3: 0.5904 (0.5462)  loss_giou_dn_4: 0.5883 (0.5438)  loss_giou_dn_5: 0.5883 (0.5439)  loss_vfl: 0.7384 (0.7497)  loss_vfl_aux_0: 0.8613 (0.8884)  loss_vfl_aux_1: 0.7999 (0.8342)  loss_vfl_aux_2: 0.7578 (0.7849)  loss_vfl_aux_3: 0.7548 (0.7616)  loss_vfl_aux_4: 0.7423 (0.7513)  loss_vfl_aux_5: 0.8226 (0.8650)  loss_vfl_dn_0: 0.4779 (0.4828)  loss_vfl_dn_1: 0.4352 (0.4315)  loss_vfl_dn_2: 0.4110 (0.4134)  loss_vfl_dn_3: 0.4030 (0.4059)  loss_vfl_dn_4: 0.3974 (0.4030)  loss_vfl_dn_5: 0.3981 (0.4026)  time: 0.4650  data: 0.0141  max mem: 5653
Epoch: [9]  [ 800/7393]  eta: 0:53:06  lr: 0.000010  loss: 18.1615 (18.5160)  loss_bbox: 0.1673 (0.1849)  loss_bbox_aux_0: 0.1921 (0.1987)  loss_bbox_aux_1: 0.1779 (0.1893)  loss_bbox_aux_2: 0.1753 (0.1863)  loss_bbox_aux_3: 0.1770 (0.1847)  loss_bbox_aux_4: 0.1732 (0.1854)  loss_bbox_aux_5: 0.2361 (0.2447)  loss_bbox_dn_0: 0.3265 (0.3426)  loss_bbox_dn_1: 0.2659 (0.2721)  loss_bbox_dn_2: 0.2443 (0.2529)  loss_bbox_dn_3: 0.2341 (0.2449)  loss_bbox_dn_4: 0.2351 (0.2423)  loss_bbox_dn_5: 0.2346 (0.2421)  loss_giou: 0.5100 (0.5377)  loss_giou_aux_0: 0.5424 (0.5650)  loss_giou_aux_1: 0.5164 (0.5469)  loss_giou_aux_2: 0.5191 (0.5413)  loss_giou_aux_3: 0.5154 (0.5385)  loss_giou_aux_4: 0.5182 (0.5380)  loss_giou_aux_5: 0.6101 (0.6439)  loss_giou_dn_0: 0.6662 (0.6832)  loss_giou_dn_1: 0.5605 (0.5796)  loss_giou_dn_2: 0.5314 (0.5546)  loss_giou_dn_3: 0.5244 (0.5461)  loss_giou_dn_4: 0.5236 (0.5437)  loss_giou_dn_5: 0.5239 (0.5438)  loss_vfl: 0.7378 (0.7506)  loss_vfl_aux_0: 0.8660 (0.8897)  loss_vfl_aux_1: 0.8259 (0.8351)  loss_vfl_aux_2: 0.7814 (0.7862)  loss_vfl_aux_3: 0.7592 (0.7624)  loss_vfl_aux_4: 0.7425 (0.7522)  loss_vfl_aux_5: 0.8716 (0.8655)  loss_vfl_dn_0: 0.4846 (0.4831)  loss_vfl_dn_1: 0.4383 (0.4318)  loss_vfl_dn_2: 0.4188 (0.4138)  loss_vfl_dn_3: 0.4110 (0.4062)  loss_vfl_dn_4: 0.4055 (0.4033)  loss_vfl_dn_5: 0.4045 (0.4028)  time: 0.4681  data: 0.0141  max mem: 5653
Epoch: [9]  [ 900/7393]  eta: 0:52:13  lr: 0.000010  loss: 17.8738 (18.5327)  loss_bbox: 0.1956 (0.1860)  loss_bbox_aux_0: 0.2100 (0.1994)  loss_bbox_aux_1: 0.2050 (0.1903)  loss_bbox_aux_2: 0.2009 (0.1874)  loss_bbox_aux_3: 0.2017 (0.1859)  loss_bbox_aux_4: 0.2006 (0.1865)  loss_bbox_aux_5: 0.2568 (0.2455)  loss_bbox_dn_0: 0.3744 (0.3445)  loss_bbox_dn_1: 0.2936 (0.2738)  loss_bbox_dn_2: 0.2749 (0.2546)  loss_bbox_dn_3: 0.2658 (0.2466)  loss_bbox_dn_4: 0.2624 (0.2439)  loss_bbox_dn_5: 0.2622 (0.2437)  loss_giou: 0.4812 (0.5363)  loss_giou_aux_0: 0.5001 (0.5635)  loss_giou_aux_1: 0.4836 (0.5457)  loss_giou_aux_2: 0.4913 (0.5403)  loss_giou_aux_3: 0.4871 (0.5373)  loss_giou_aux_4: 0.4827 (0.5368)  loss_giou_aux_5: 0.5825 (0.6424)  loss_giou_dn_0: 0.6454 (0.6828)  loss_giou_dn_1: 0.5432 (0.5791)  loss_giou_dn_2: 0.5181 (0.5540)  loss_giou_dn_3: 0.5098 (0.5456)  loss_giou_dn_4: 0.5081 (0.5431)  loss_giou_dn_5: 0.5083 (0.5432)  loss_vfl: 0.7480 (0.7525)  loss_vfl_aux_0: 0.8828 (0.8917)  loss_vfl_aux_1: 0.8203 (0.8364)  loss_vfl_aux_2: 0.7846 (0.7873)  loss_vfl_aux_3: 0.7505 (0.7637)  loss_vfl_aux_4: 0.7392 (0.7537)  loss_vfl_aux_5: 0.8547 (0.8678)  loss_vfl_dn_0: 0.4821 (0.4830)  loss_vfl_dn_1: 0.4366 (0.4319)  loss_vfl_dn_2: 0.4134 (0.4139)  loss_vfl_dn_3: 0.4059 (0.4063)  loss_vfl_dn_4: 0.3991 (0.4034)  loss_vfl_dn_5: 0.4006 (0.4030)  time: 0.4691  data: 0.0144  max mem: 5653
Epoch: [9]  [1000/7393]  eta: 0:51:18  lr: 0.000010  loss: 18.6748 (18.5267)  loss_bbox: 0.1640 (0.1852)  loss_bbox_aux_0: 0.1750 (0.1989)  loss_bbox_aux_1: 0.1676 (0.1897)  loss_bbox_aux_2: 0.1624 (0.1867)  loss_bbox_aux_3: 0.1652 (0.1852)  loss_bbox_aux_4: 0.1630 (0.1856)  loss_bbox_aux_5: 0.2051 (0.2447)  loss_bbox_dn_0: 0.2913 (0.3438)  loss_bbox_dn_1: 0.2390 (0.2731)  loss_bbox_dn_2: 0.2272 (0.2539)  loss_bbox_dn_3: 0.2155 (0.2460)  loss_bbox_dn_4: 0.2109 (0.2432)  loss_bbox_dn_5: 0.2111 (0.2431)  loss_giou: 0.5790 (0.5359)  loss_giou_aux_0: 0.6550 (0.5636)  loss_giou_aux_1: 0.6068 (0.5456)  loss_giou_aux_2: 0.6018 (0.5401)  loss_giou_aux_3: 0.5855 (0.5371)  loss_giou_aux_4: 0.5773 (0.5365)  loss_giou_aux_5: 0.7079 (0.6425)  loss_giou_dn_0: 0.7380 (0.6827)  loss_giou_dn_1: 0.6209 (0.5789)  loss_giou_dn_2: 0.6045 (0.5540)  loss_giou_dn_3: 0.5966 (0.5455)  loss_giou_dn_4: 0.5952 (0.5431)  loss_giou_dn_5: 0.5962 (0.5432)  loss_vfl: 0.6998 (0.7532)  loss_vfl_aux_0: 0.8055 (0.8927)  loss_vfl_aux_1: 0.7888 (0.8373)  loss_vfl_aux_2: 0.7278 (0.7880)  loss_vfl_aux_3: 0.7069 (0.7642)  loss_vfl_aux_4: 0.6938 (0.7545)  loss_vfl_aux_5: 0.8273 (0.8685)  loss_vfl_dn_0: 0.4732 (0.4828)  loss_vfl_dn_1: 0.4337 (0.4317)  loss_vfl_dn_2: 0.4189 (0.4138)  loss_vfl_dn_3: 0.4094 (0.4061)  loss_vfl_dn_4: 0.4057 (0.4032)  loss_vfl_dn_5: 0.4051 (0.4027)  time: 0.4796  data: 0.0139  max mem: 5653
Epoch: [9]  [1100/7393]  eta: 0:50:23  lr: 0.000010  loss: 18.1839 (18.5271)  loss_bbox: 0.1651 (0.1851)  loss_bbox_aux_0: 0.1823 (0.1988)  loss_bbox_aux_1: 0.1763 (0.1896)  loss_bbox_aux_2: 0.1718 (0.1867)  loss_bbox_aux_3: 0.1643 (0.1851)  loss_bbox_aux_4: 0.1671 (0.1855)  loss_bbox_aux_5: 0.2307 (0.2445)  loss_bbox_dn_0: 0.3065 (0.3438)  loss_bbox_dn_1: 0.2495 (0.2733)  loss_bbox_dn_2: 0.2229 (0.2540)  loss_bbox_dn_3: 0.2124 (0.2461)  loss_bbox_dn_4: 0.2103 (0.2433)  loss_bbox_dn_5: 0.2105 (0.2431)  loss_giou: 0.5404 (0.5379)  loss_giou_aux_0: 0.5530 (0.5655)  loss_giou_aux_1: 0.5361 (0.5476)  loss_giou_aux_2: 0.5332 (0.5420)  loss_giou_aux_3: 0.5350 (0.5390)  loss_giou_aux_4: 0.5373 (0.5384)  loss_giou_aux_5: 0.6569 (0.6442)  loss_giou_dn_0: 0.6960 (0.6836)  loss_giou_dn_1: 0.5911 (0.5798)  loss_giou_dn_2: 0.5605 (0.5547)  loss_giou_dn_3: 0.5514 (0.5463)  loss_giou_dn_4: 0.5492 (0.5439)  loss_giou_dn_5: 0.5492 (0.5440)  loss_vfl: 0.6956 (0.7507)  loss_vfl_aux_0: 0.8603 (0.8907)  loss_vfl_aux_1: 0.7889 (0.8350)  loss_vfl_aux_2: 0.7462 (0.7855)  loss_vfl_aux_3: 0.7145 (0.7619)  loss_vfl_aux_4: 0.7014 (0.7521)  loss_vfl_aux_5: 0.8282 (0.8674)  loss_vfl_dn_0: 0.4785 (0.4825)  loss_vfl_dn_1: 0.4274 (0.4313)  loss_vfl_dn_2: 0.4143 (0.4134)  loss_vfl_dn_3: 0.4064 (0.4057)  loss_vfl_dn_4: 0.4026 (0.4028)  loss_vfl_dn_5: 0.4017 (0.4023)  time: 0.4819  data: 0.0143  max mem: 5653
Epoch: [9]  [1200/7393]  eta: 0:49:31  lr: 0.000010  loss: 18.6211 (18.5217)  loss_bbox: 0.1795 (0.1852)  loss_bbox_aux_0: 0.1920 (0.1988)  loss_bbox_aux_1: 0.1768 (0.1896)  loss_bbox_aux_2: 0.1858 (0.1868)  loss_bbox_aux_3: 0.1775 (0.1853)  loss_bbox_aux_4: 0.1765 (0.1856)  loss_bbox_aux_5: 0.2349 (0.2446)  loss_bbox_dn_0: 0.3193 (0.3436)  loss_bbox_dn_1: 0.2556 (0.2730)  loss_bbox_dn_2: 0.2334 (0.2537)  loss_bbox_dn_3: 0.2176 (0.2458)  loss_bbox_dn_4: 0.2124 (0.2430)  loss_bbox_dn_5: 0.2137 (0.2428)  loss_giou: 0.5978 (0.5386)  loss_giou_aux_0: 0.6061 (0.5660)  loss_giou_aux_1: 0.5941 (0.5480)  loss_giou_aux_2: 0.6038 (0.5427)  loss_giou_aux_3: 0.5933 (0.5397)  loss_giou_aux_4: 0.5996 (0.5391)  loss_giou_aux_5: 0.6620 (0.6445)  loss_giou_dn_0: 0.7029 (0.6838)  loss_giou_dn_1: 0.6070 (0.5801)  loss_giou_dn_2: 0.5843 (0.5549)  loss_giou_dn_3: 0.5773 (0.5466)  loss_giou_dn_4: 0.5727 (0.5441)  loss_giou_dn_5: 0.5729 (0.5442)  loss_vfl: 0.7041 (0.7493)  loss_vfl_aux_0: 0.8289 (0.8901)  loss_vfl_aux_1: 0.7735 (0.8340)  loss_vfl_aux_2: 0.7264 (0.7840)  loss_vfl_aux_3: 0.7145 (0.7605)  loss_vfl_aux_4: 0.6923 (0.7505)  loss_vfl_aux_5: 0.8152 (0.8667)  loss_vfl_dn_0: 0.4860 (0.4822)  loss_vfl_dn_1: 0.4352 (0.4310)  loss_vfl_dn_2: 0.4130 (0.4131)  loss_vfl_dn_3: 0.4069 (0.4055)  loss_vfl_dn_4: 0.4062 (0.4026)  loss_vfl_dn_5: 0.4060 (0.4021)  time: 0.4773  data: 0.0143  max mem: 5653
Epoch: [9]  [1300/7393]  eta: 0:48:35  lr: 0.000010  loss: 18.8361 (18.5282)  loss_bbox: 0.1858 (0.1854)  loss_bbox_aux_0: 0.1989 (0.1990)  loss_bbox_aux_1: 0.1937 (0.1898)  loss_bbox_aux_2: 0.1831 (0.1869)  loss_bbox_aux_3: 0.1822 (0.1854)  loss_bbox_aux_4: 0.1861 (0.1857)  loss_bbox_aux_5: 0.2451 (0.2449)  loss_bbox_dn_0: 0.3140 (0.3443)  loss_bbox_dn_1: 0.2474 (0.2736)  loss_bbox_dn_2: 0.2315 (0.2542)  loss_bbox_dn_3: 0.2258 (0.2463)  loss_bbox_dn_4: 0.2263 (0.2435)  loss_bbox_dn_5: 0.2264 (0.2433)  loss_giou: 0.5819 (0.5386)  loss_giou_aux_0: 0.6126 (0.5659)  loss_giou_aux_1: 0.5955 (0.5479)  loss_giou_aux_2: 0.5808 (0.5425)  loss_giou_aux_3: 0.5872 (0.5397)  loss_giou_aux_4: 0.5835 (0.5391)  loss_giou_aux_5: 0.6932 (0.6443)  loss_giou_dn_0: 0.6808 (0.6837)  loss_giou_dn_1: 0.5814 (0.5799)  loss_giou_dn_2: 0.5530 (0.5548)  loss_giou_dn_3: 0.5469 (0.5464)  loss_giou_dn_4: 0.5444 (0.5440)  loss_giou_dn_5: 0.5445 (0.5441)  loss_vfl: 0.7442 (0.7494)  loss_vfl_aux_0: 0.8908 (0.8908)  loss_vfl_aux_1: 0.8042 (0.8348)  loss_vfl_aux_2: 0.7752 (0.7843)  loss_vfl_aux_3: 0.7498 (0.7606)  loss_vfl_aux_4: 0.7416 (0.7508)  loss_vfl_aux_5: 0.8740 (0.8671)  loss_vfl_dn_0: 0.4818 (0.4824)  loss_vfl_dn_1: 0.4291 (0.4312)  loss_vfl_dn_2: 0.4117 (0.4132)  loss_vfl_dn_3: 0.4039 (0.4055)  loss_vfl_dn_4: 0.4011 (0.4027)  loss_vfl_dn_5: 0.4008 (0.4022)  time: 0.4574  data: 0.0140  max mem: 5653
Epoch: [9]  [1400/7393]  eta: 0:47:42  lr: 0.000010  loss: 18.1470 (18.5129)  loss_bbox: 0.1726 (0.1857)  loss_bbox_aux_0: 0.2038 (0.1993)  loss_bbox_aux_1: 0.1810 (0.1900)  loss_bbox_aux_2: 0.1722 (0.1871)  loss_bbox_aux_3: 0.1784 (0.1857)  loss_bbox_aux_4: 0.1785 (0.1860)  loss_bbox_aux_5: 0.2474 (0.2452)  loss_bbox_dn_0: 0.3511 (0.3448)  loss_bbox_dn_1: 0.2779 (0.2738)  loss_bbox_dn_2: 0.2511 (0.2543)  loss_bbox_dn_3: 0.2442 (0.2463)  loss_bbox_dn_4: 0.2402 (0.2435)  loss_bbox_dn_5: 0.2397 (0.2433)  loss_giou: 0.4840 (0.5378)  loss_giou_aux_0: 0.5254 (0.5653)  loss_giou_aux_1: 0.4837 (0.5470)  loss_giou_aux_2: 0.4826 (0.5418)  loss_giou_aux_3: 0.4772 (0.5388)  loss_giou_aux_4: 0.4846 (0.5382)  loss_giou_aux_5: 0.5873 (0.6436)  loss_giou_dn_0: 0.6634 (0.6830)  loss_giou_dn_1: 0.5605 (0.5790)  loss_giou_dn_2: 0.5396 (0.5539)  loss_giou_dn_3: 0.5311 (0.5454)  loss_giou_dn_4: 0.5279 (0.5430)  loss_giou_dn_5: 0.5276 (0.5431)  loss_vfl: 0.7204 (0.7482)  loss_vfl_aux_0: 0.8579 (0.8900)  loss_vfl_aux_1: 0.8221 (0.8348)  loss_vfl_aux_2: 0.7741 (0.7835)  loss_vfl_aux_3: 0.7276 (0.7595)  loss_vfl_aux_4: 0.7189 (0.7496)  loss_vfl_aux_5: 0.8575 (0.8670)  loss_vfl_dn_0: 0.4756 (0.4824)  loss_vfl_dn_1: 0.4254 (0.4310)  loss_vfl_dn_2: 0.4088 (0.4129)  loss_vfl_dn_3: 0.4017 (0.4053)  loss_vfl_dn_4: 0.3961 (0.4023)  loss_vfl_dn_5: 0.3955 (0.4019)  time: 0.4646  data: 0.0144  max mem: 5653
Epoch: [9]  [1500/7393]  eta: 0:46:51  lr: 0.000010  loss: 18.2834 (18.5213)  loss_bbox: 0.1857 (0.1857)  loss_bbox_aux_0: 0.2042 (0.1994)  loss_bbox_aux_1: 0.1984 (0.1900)  loss_bbox_aux_2: 0.1894 (0.1871)  loss_bbox_aux_3: 0.1887 (0.1857)  loss_bbox_aux_4: 0.1857 (0.1860)  loss_bbox_aux_5: 0.2539 (0.2452)  loss_bbox_dn_0: 0.3362 (0.3444)  loss_bbox_dn_1: 0.2774 (0.2736)  loss_bbox_dn_2: 0.2601 (0.2542)  loss_bbox_dn_3: 0.2434 (0.2462)  loss_bbox_dn_4: 0.2411 (0.2434)  loss_bbox_dn_5: 0.2405 (0.2432)  loss_giou: 0.5232 (0.5384)  loss_giou_aux_0: 0.5494 (0.5659)  loss_giou_aux_1: 0.5444 (0.5476)  loss_giou_aux_2: 0.5305 (0.5424)  loss_giou_aux_3: 0.5241 (0.5395)  loss_giou_aux_4: 0.5213 (0.5389)  loss_giou_aux_5: 0.6344 (0.6443)  loss_giou_dn_0: 0.6761 (0.6834)  loss_giou_dn_1: 0.5759 (0.5795)  loss_giou_dn_2: 0.5467 (0.5544)  loss_giou_dn_3: 0.5359 (0.5460)  loss_giou_dn_4: 0.5371 (0.5435)  loss_giou_dn_5: 0.5381 (0.5436)  loss_vfl: 0.7807 (0.7487)  loss_vfl_aux_0: 0.9190 (0.8895)  loss_vfl_aux_1: 0.8402 (0.8349)  loss_vfl_aux_2: 0.8086 (0.7837)  loss_vfl_aux_3: 0.7669 (0.7600)  loss_vfl_aux_4: 0.7715 (0.7502)  loss_vfl_aux_5: 0.8798 (0.8664)  loss_vfl_dn_0: 0.4774 (0.4824)  loss_vfl_dn_1: 0.4284 (0.4311)  loss_vfl_dn_2: 0.4159 (0.4131)  loss_vfl_dn_3: 0.4060 (0.4054)  loss_vfl_dn_4: 0.4047 (0.4025)  loss_vfl_dn_5: 0.4057 (0.4020)  time: 0.4700  data: 0.0143  max mem: 5653
Epoch: [9]  [1600/7393]  eta: 0:45:59  lr: 0.000010  loss: 18.2665 (18.5322)  loss_bbox: 0.1857 (0.1858)  loss_bbox_aux_0: 0.1942 (0.1997)  loss_bbox_aux_1: 0.1879 (0.1901)  loss_bbox_aux_2: 0.1839 (0.1872)  loss_bbox_aux_3: 0.1860 (0.1858)  loss_bbox_aux_4: 0.1857 (0.1860)  loss_bbox_aux_5: 0.2447 (0.2454)  loss_bbox_dn_0: 0.3424 (0.3447)  loss_bbox_dn_1: 0.2682 (0.2738)  loss_bbox_dn_2: 0.2513 (0.2543)  loss_bbox_dn_3: 0.2399 (0.2463)  loss_bbox_dn_4: 0.2369 (0.2435)  loss_bbox_dn_5: 0.2366 (0.2434)  loss_giou: 0.5255 (0.5384)  loss_giou_aux_0: 0.5586 (0.5661)  loss_giou_aux_1: 0.5442 (0.5477)  loss_giou_aux_2: 0.5338 (0.5425)  loss_giou_aux_3: 0.5340 (0.5395)  loss_giou_aux_4: 0.5250 (0.5389)  loss_giou_aux_5: 0.6486 (0.6444)  loss_giou_dn_0: 0.6617 (0.6834)  loss_giou_dn_1: 0.5623 (0.5795)  loss_giou_dn_2: 0.5361 (0.5544)  loss_giou_dn_3: 0.5272 (0.5460)  loss_giou_dn_4: 0.5243 (0.5436)  loss_giou_dn_5: 0.5243 (0.5437)  loss_vfl: 0.7641 (0.7501)  loss_vfl_aux_0: 0.8872 (0.8903)  loss_vfl_aux_1: 0.8444 (0.8357)  loss_vfl_aux_2: 0.7950 (0.7848)  loss_vfl_aux_3: 0.7835 (0.7613)  loss_vfl_aux_4: 0.7706 (0.7515)  loss_vfl_aux_5: 0.8895 (0.8673)  loss_vfl_dn_0: 0.4783 (0.4826)  loss_vfl_dn_1: 0.4260 (0.4312)  loss_vfl_dn_2: 0.4088 (0.4132)  loss_vfl_dn_3: 0.4031 (0.4055)  loss_vfl_dn_4: 0.3997 (0.4026)  loss_vfl_dn_5: 0.3981 (0.4021)  time: 0.4711  data: 0.0141  max mem: 5653
Epoch: [9]  [1700/7393]  eta: 0:45:32  lr: 0.000010  loss: 18.3311 (18.5266)  loss_bbox: 0.1592 (0.1854)  loss_bbox_aux_0: 0.1820 (0.1994)  loss_bbox_aux_1: 0.1649 (0.1897)  loss_bbox_aux_2: 0.1587 (0.1869)  loss_bbox_aux_3: 0.1538 (0.1855)  loss_bbox_aux_4: 0.1592 (0.1857)  loss_bbox_aux_5: 0.2296 (0.2447)  loss_bbox_dn_0: 0.3131 (0.3440)  loss_bbox_dn_1: 0.2495 (0.2733)  loss_bbox_dn_2: 0.2344 (0.2539)  loss_bbox_dn_3: 0.2282 (0.2460)  loss_bbox_dn_4: 0.2248 (0.2432)  loss_bbox_dn_5: 0.2251 (0.2430)  loss_giou: 0.4820 (0.5387)  loss_giou_aux_0: 0.5241 (0.5664)  loss_giou_aux_1: 0.4944 (0.5479)  loss_giou_aux_2: 0.4941 (0.5427)  loss_giou_aux_3: 0.4864 (0.5398)  loss_giou_aux_4: 0.4862 (0.5391)  loss_giou_aux_5: 0.6149 (0.6443)  loss_giou_dn_0: 0.6628 (0.6840)  loss_giou_dn_1: 0.5508 (0.5799)  loss_giou_dn_2: 0.5212 (0.5548)  loss_giou_dn_3: 0.5131 (0.5464)  loss_giou_dn_4: 0.5099 (0.5439)  loss_giou_dn_5: 0.5099 (0.5440)  loss_vfl: 0.7308 (0.7497)  loss_vfl_aux_0: 0.8734 (0.8894)  loss_vfl_aux_1: 0.8349 (0.8353)  loss_vfl_aux_2: 0.7767 (0.7843)  loss_vfl_aux_3: 0.7485 (0.7608)  loss_vfl_aux_4: 0.7378 (0.7511)  loss_vfl_aux_5: 0.8471 (0.8673)  loss_vfl_dn_0: 0.4719 (0.4824)  loss_vfl_dn_1: 0.4282 (0.4311)  loss_vfl_dn_2: 0.4077 (0.4131)  loss_vfl_dn_3: 0.4038 (0.4054)  loss_vfl_dn_4: 0.3973 (0.4025)  loss_vfl_dn_5: 0.3959 (0.4020)  time: 0.4790  data: 0.0144  max mem: 5653
Epoch: [9]  [1800/7393]  eta: 0:44:40  lr: 0.000010  loss: 18.3338 (18.5329)  loss_bbox: 0.1687 (0.1853)  loss_bbox_aux_0: 0.1839 (0.1995)  loss_bbox_aux_1: 0.1793 (0.1896)  loss_bbox_aux_2: 0.1770 (0.1867)  loss_bbox_aux_3: 0.1738 (0.1853)  loss_bbox_aux_4: 0.1693 (0.1855)  loss_bbox_aux_5: 0.2432 (0.2447)  loss_bbox_dn_0: 0.3350 (0.3443)  loss_bbox_dn_1: 0.2659 (0.2735)  loss_bbox_dn_2: 0.2525 (0.2541)  loss_bbox_dn_3: 0.2458 (0.2461)  loss_bbox_dn_4: 0.2431 (0.2434)  loss_bbox_dn_5: 0.2428 (0.2432)  loss_giou: 0.5458 (0.5390)  loss_giou_aux_0: 0.5607 (0.5669)  loss_giou_aux_1: 0.5513 (0.5480)  loss_giou_aux_2: 0.5478 (0.5429)  loss_giou_aux_3: 0.5428 (0.5401)  loss_giou_aux_4: 0.5406 (0.5394)  loss_giou_aux_5: 0.6372 (0.6448)  loss_giou_dn_0: 0.6940 (0.6842)  loss_giou_dn_1: 0.5893 (0.5801)  loss_giou_dn_2: 0.5633 (0.5550)  loss_giou_dn_3: 0.5576 (0.5466)  loss_giou_dn_4: 0.5569 (0.5441)  loss_giou_dn_5: 0.5570 (0.5442)  loss_vfl: 0.7500 (0.7501)  loss_vfl_aux_0: 0.8914 (0.8891)  loss_vfl_aux_1: 0.8699 (0.8359)  loss_vfl_aux_2: 0.7836 (0.7849)  loss_vfl_aux_3: 0.7620 (0.7615)  loss_vfl_aux_4: 0.7550 (0.7516)  loss_vfl_aux_5: 0.8511 (0.8671)  loss_vfl_dn_0: 0.4833 (0.4824)  loss_vfl_dn_1: 0.4275 (0.4310)  loss_vfl_dn_2: 0.4113 (0.4130)  loss_vfl_dn_3: 0.4034 (0.4054)  loss_vfl_dn_4: 0.4023 (0.4025)  loss_vfl_dn_5: 0.4004 (0.4021)  time: 0.4722  data: 0.0143  max mem: 5653
Epoch: [9]  [1900/7393]  eta: 0:43:51  lr: 0.000010  loss: 18.7455 (18.5294)  loss_bbox: 0.1735 (0.1851)  loss_bbox_aux_0: 0.1858 (0.1997)  loss_bbox_aux_1: 0.1682 (0.1895)  loss_bbox_aux_2: 0.1662 (0.1866)  loss_bbox_aux_3: 0.1763 (0.1852)  loss_bbox_aux_4: 0.1698 (0.1854)  loss_bbox_aux_5: 0.2204 (0.2449)  loss_bbox_dn_0: 0.3167 (0.3443)  loss_bbox_dn_1: 0.2432 (0.2735)  loss_bbox_dn_2: 0.2225 (0.2541)  loss_bbox_dn_3: 0.2193 (0.2462)  loss_bbox_dn_4: 0.2175 (0.2435)  loss_bbox_dn_5: 0.2174 (0.2433)  loss_giou: 0.5389 (0.5385)  loss_giou_aux_0: 0.5644 (0.5666)  loss_giou_aux_1: 0.5388 (0.5476)  loss_giou_aux_2: 0.5336 (0.5423)  loss_giou_aux_3: 0.5340 (0.5396)  loss_giou_aux_4: 0.5281 (0.5389)  loss_giou_aux_5: 0.6224 (0.6445)  loss_giou_dn_0: 0.6864 (0.6841)  loss_giou_dn_1: 0.5890 (0.5801)  loss_giou_dn_2: 0.5670 (0.5550)  loss_giou_dn_3: 0.5634 (0.5466)  loss_giou_dn_4: 0.5594 (0.5441)  loss_giou_dn_5: 0.5594 (0.5442)  loss_vfl: 0.7219 (0.7503)  loss_vfl_aux_0: 0.8407 (0.8887)  loss_vfl_aux_1: 0.8037 (0.8358)  loss_vfl_aux_2: 0.7549 (0.7854)  loss_vfl_aux_3: 0.7263 (0.7616)  loss_vfl_aux_4: 0.7207 (0.7519)  loss_vfl_aux_5: 0.8228 (0.8666)  loss_vfl_dn_0: 0.4716 (0.4822)  loss_vfl_dn_1: 0.4313 (0.4309)  loss_vfl_dn_2: 0.4108 (0.4129)  loss_vfl_dn_3: 0.4053 (0.4052)  loss_vfl_dn_4: 0.4014 (0.4024)  loss_vfl_dn_5: 0.3986 (0.4019)  time: 0.4740  data: 0.0141  max mem: 5653
Epoch: [9]  [2000/7393]  eta: 0:43:18  lr: 0.000010  loss: 18.4080 (18.5298)  loss_bbox: 0.1891 (0.1855)  loss_bbox_aux_0: 0.2091 (0.2000)  loss_bbox_aux_1: 0.2074 (0.1898)  loss_bbox_aux_2: 0.1973 (0.1869)  loss_bbox_aux_3: 0.1916 (0.1855)  loss_bbox_aux_4: 0.1860 (0.1857)  loss_bbox_aux_5: 0.2463 (0.2449)  loss_bbox_dn_0: 0.3547 (0.3445)  loss_bbox_dn_1: 0.2814 (0.2737)  loss_bbox_dn_2: 0.2646 (0.2543)  loss_bbox_dn_3: 0.2573 (0.2464)  loss_bbox_dn_4: 0.2556 (0.2437)  loss_bbox_dn_5: 0.2556 (0.2435)  loss_giou: 0.4834 (0.5388)  loss_giou_aux_0: 0.5344 (0.5669)  loss_giou_aux_1: 0.5004 (0.5478)  loss_giou_aux_2: 0.4938 (0.5427)  loss_giou_aux_3: 0.4840 (0.5399)  loss_giou_aux_4: 0.4831 (0.5391)  loss_giou_aux_5: 0.6321 (0.6447)  loss_giou_dn_0: 0.6630 (0.6841)  loss_giou_dn_1: 0.5467 (0.5800)  loss_giou_dn_2: 0.5195 (0.5549)  loss_giou_dn_3: 0.5086 (0.5465)  loss_giou_dn_4: 0.5052 (0.5440)  loss_giou_dn_5: 0.5050 (0.5441)  loss_vfl: 0.7261 (0.7497)  loss_vfl_aux_0: 0.8794 (0.8882)  loss_vfl_aux_1: 0.8102 (0.8356)  loss_vfl_aux_2: 0.7706 (0.7848)  loss_vfl_aux_3: 0.7381 (0.7610)  loss_vfl_aux_4: 0.7362 (0.7515)  loss_vfl_aux_5: 0.8418 (0.8660)  loss_vfl_dn_0: 0.4827 (0.4821)  loss_vfl_dn_1: 0.4273 (0.4308)  loss_vfl_dn_2: 0.4101 (0.4128)  loss_vfl_dn_3: 0.4026 (0.4051)  loss_vfl_dn_4: 0.4002 (0.4023)  loss_vfl_dn_5: 0.3986 (0.4018)  time: 0.7938  data: 0.0140  max mem: 5653
Epoch: [9]  [2100/7393]  eta: 0:42:26  lr: 0.000010  loss: 18.6458 (18.5376)  loss_bbox: 0.1710 (0.1855)  loss_bbox_aux_0: 0.1880 (0.2001)  loss_bbox_aux_1: 0.1717 (0.1896)  loss_bbox_aux_2: 0.1711 (0.1870)  loss_bbox_aux_3: 0.1644 (0.1856)  loss_bbox_aux_4: 0.1631 (0.1858)  loss_bbox_aux_5: 0.2378 (0.2450)  loss_bbox_dn_0: 0.3221 (0.3448)  loss_bbox_dn_1: 0.2570 (0.2739)  loss_bbox_dn_2: 0.2367 (0.2545)  loss_bbox_dn_3: 0.2253 (0.2465)  loss_bbox_dn_4: 0.2207 (0.2438)  loss_bbox_dn_5: 0.2208 (0.2436)  loss_giou: 0.5448 (0.5390)  loss_giou_aux_0: 0.5730 (0.5671)  loss_giou_aux_1: 0.5510 (0.5479)  loss_giou_aux_2: 0.5632 (0.5429)  loss_giou_aux_3: 0.5521 (0.5401)  loss_giou_aux_4: 0.5451 (0.5393)  loss_giou_aux_5: 0.6569 (0.6448)  loss_giou_dn_0: 0.6994 (0.6844)  loss_giou_dn_1: 0.6015 (0.5802)  loss_giou_dn_2: 0.5762 (0.5551)  loss_giou_dn_3: 0.5672 (0.5467)  loss_giou_dn_4: 0.5649 (0.5442)  loss_giou_dn_5: 0.5652 (0.5443)  loss_vfl: 0.7398 (0.7501)  loss_vfl_aux_0: 0.8718 (0.8887)  loss_vfl_aux_1: 0.8308 (0.8363)  loss_vfl_aux_2: 0.7870 (0.7852)  loss_vfl_aux_3: 0.7563 (0.7616)  loss_vfl_aux_4: 0.7457 (0.7519)  loss_vfl_aux_5: 0.8665 (0.8668)  loss_vfl_dn_0: 0.4887 (0.4822)  loss_vfl_dn_1: 0.4367 (0.4309)  loss_vfl_dn_2: 0.4164 (0.4128)  loss_vfl_dn_3: 0.4139 (0.4052)  loss_vfl_dn_4: 0.4097 (0.4023)  loss_vfl_dn_5: 0.4078 (0.4018)  time: 0.4813  data: 0.0143  max mem: 5653
Epoch: [9]  [2200/7393]  eta: 0:41:36  lr: 0.000010  loss: 18.6368 (18.5351)  loss_bbox: 0.1765 (0.1854)  loss_bbox_aux_0: 0.1860 (0.1999)  loss_bbox_aux_1: 0.1767 (0.1893)  loss_bbox_aux_2: 0.1721 (0.1867)  loss_bbox_aux_3: 0.1756 (0.1854)  loss_bbox_aux_4: 0.1798 (0.1856)  loss_bbox_aux_5: 0.2273 (0.2445)  loss_bbox_dn_0: 0.3012 (0.3440)  loss_bbox_dn_1: 0.2352 (0.2730)  loss_bbox_dn_2: 0.2280 (0.2536)  loss_bbox_dn_3: 0.2216 (0.2457)  loss_bbox_dn_4: 0.2156 (0.2430)  loss_bbox_dn_5: 0.2156 (0.2428)  loss_giou: 0.5577 (0.5401)  loss_giou_aux_0: 0.5873 (0.5681)  loss_giou_aux_1: 0.5579 (0.5487)  loss_giou_aux_2: 0.5675 (0.5438)  loss_giou_aux_3: 0.5620 (0.5411)  loss_giou_aux_4: 0.5604 (0.5404)  loss_giou_aux_5: 0.6607 (0.6455)  loss_giou_dn_0: 0.6903 (0.6849)  loss_giou_dn_1: 0.5866 (0.5808)  loss_giou_dn_2: 0.5596 (0.5557)  loss_giou_dn_3: 0.5539 (0.5473)  loss_giou_dn_4: 0.5512 (0.5449)  loss_giou_dn_5: 0.5518 (0.5450)  loss_vfl: 0.7201 (0.7493)  loss_vfl_aux_0: 0.8499 (0.8879)  loss_vfl_aux_1: 0.8108 (0.8357)  loss_vfl_aux_2: 0.7440 (0.7845)  loss_vfl_aux_3: 0.7274 (0.7608)  loss_vfl_aux_4: 0.7206 (0.7512)  loss_vfl_aux_5: 0.8310 (0.8660)  loss_vfl_dn_0: 0.4785 (0.4820)  loss_vfl_dn_1: 0.4302 (0.4308)  loss_vfl_dn_2: 0.4095 (0.4127)  loss_vfl_dn_3: 0.4009 (0.4051)  loss_vfl_dn_4: 0.3987 (0.4023)  loss_vfl_dn_5: 0.3983 (0.4018)  time: 0.4686  data: 0.0140  max mem: 5653
Epoch: [9]  [2300/7393]  eta: 0:40:46  lr: 0.000010  loss: 19.0192 (18.5430)  loss_bbox: 0.1776 (0.1856)  loss_bbox_aux_0: 0.1944 (0.2002)  loss_bbox_aux_1: 0.1712 (0.1895)  loss_bbox_aux_2: 0.1763 (0.1869)  loss_bbox_aux_3: 0.1791 (0.1856)  loss_bbox_aux_4: 0.1755 (0.1858)  loss_bbox_aux_5: 0.2354 (0.2447)  loss_bbox_dn_0: 0.3234 (0.3441)  loss_bbox_dn_1: 0.2562 (0.2732)  loss_bbox_dn_2: 0.2362 (0.2538)  loss_bbox_dn_3: 0.2275 (0.2460)  loss_bbox_dn_4: 0.2247 (0.2432)  loss_bbox_dn_5: 0.2251 (0.2431)  loss_giou: 0.5316 (0.5407)  loss_giou_aux_0: 0.5904 (0.5688)  loss_giou_aux_1: 0.5576 (0.5494)  loss_giou_aux_2: 0.5533 (0.5445)  loss_giou_aux_3: 0.5350 (0.5417)  loss_giou_aux_4: 0.5274 (0.5410)  loss_giou_aux_5: 0.6363 (0.6462)  loss_giou_dn_0: 0.7131 (0.6853)  loss_giou_dn_1: 0.6048 (0.5812)  loss_giou_dn_2: 0.5720 (0.5561)  loss_giou_dn_3: 0.5655 (0.5477)  loss_giou_dn_4: 0.5629 (0.5453)  loss_giou_dn_5: 0.5627 (0.5454)  loss_vfl: 0.7596 (0.7490)  loss_vfl_aux_0: 0.8575 (0.8877)  loss_vfl_aux_1: 0.8332 (0.8354)  loss_vfl_aux_2: 0.7730 (0.7843)  loss_vfl_aux_3: 0.7651 (0.7606)  loss_vfl_aux_4: 0.7573 (0.7509)  loss_vfl_aux_5: 0.8508 (0.8655)  loss_vfl_dn_0: 0.4787 (0.4820)  loss_vfl_dn_1: 0.4299 (0.4308)  loss_vfl_dn_2: 0.4127 (0.4128)  loss_vfl_dn_3: 0.4053 (0.4051)  loss_vfl_dn_4: 0.4002 (0.4023)  loss_vfl_dn_5: 0.3998 (0.4018)  time: 0.4709  data: 0.0138  max mem: 5653
Epoch: [9]  [2400/7393]  eta: 0:39:57  lr: 0.000010  loss: 18.4708 (18.5449)  loss_bbox: 0.1745 (0.1855)  loss_bbox_aux_0: 0.1860 (0.2001)  loss_bbox_aux_1: 0.1919 (0.1894)  loss_bbox_aux_2: 0.1741 (0.1868)  loss_bbox_aux_3: 0.1691 (0.1855)  loss_bbox_aux_4: 0.1740 (0.1857)  loss_bbox_aux_5: 0.2364 (0.2445)  loss_bbox_dn_0: 0.3362 (0.3437)  loss_bbox_dn_1: 0.2630 (0.2729)  loss_bbox_dn_2: 0.2548 (0.2535)  loss_bbox_dn_3: 0.2394 (0.2456)  loss_bbox_dn_4: 0.2362 (0.2429)  loss_bbox_dn_5: 0.2365 (0.2427)  loss_giou: 0.5411 (0.5411)  loss_giou_aux_0: 0.5615 (0.5693)  loss_giou_aux_1: 0.5400 (0.5498)  loss_giou_aux_2: 0.5493 (0.5449)  loss_giou_aux_3: 0.5431 (0.5421)  loss_giou_aux_4: 0.5397 (0.5414)  loss_giou_aux_5: 0.6433 (0.6466)  loss_giou_dn_0: 0.7278 (0.6855)  loss_giou_dn_1: 0.6312 (0.5814)  loss_giou_dn_2: 0.5987 (0.5563)  loss_giou_dn_3: 0.5886 (0.5480)  loss_giou_dn_4: 0.5858 (0.5455)  loss_giou_dn_5: 0.5857 (0.5456)  loss_vfl: 0.7296 (0.7491)  loss_vfl_aux_0: 0.8775 (0.8878)  loss_vfl_aux_1: 0.8183 (0.8353)  loss_vfl_aux_2: 0.7888 (0.7845)  loss_vfl_aux_3: 0.7580 (0.7607)  loss_vfl_aux_4: 0.7305 (0.7510)  loss_vfl_aux_5: 0.8302 (0.8652)  loss_vfl_dn_0: 0.4792 (0.4819)  loss_vfl_dn_1: 0.4292 (0.4308)  loss_vfl_dn_2: 0.4172 (0.4128)  loss_vfl_dn_3: 0.4074 (0.4052)  loss_vfl_dn_4: 0.4058 (0.4024)  loss_vfl_dn_5: 0.4063 (0.4019)  time: 0.4802  data: 0.0144  max mem: 5653
Epoch: [9]  [2500/7393]  eta: 0:39:06  lr: 0.000010  loss: 18.3464 (18.5471)  loss_bbox: 0.1721 (0.1854)  loss_bbox_aux_0: 0.1963 (0.2001)  loss_bbox_aux_1: 0.1854 (0.1894)  loss_bbox_aux_2: 0.1723 (0.1867)  loss_bbox_aux_3: 0.1742 (0.1855)  loss_bbox_aux_4: 0.1769 (0.1856)  loss_bbox_aux_5: 0.2490 (0.2446)  loss_bbox_dn_0: 0.3758 (0.3437)  loss_bbox_dn_1: 0.2842 (0.2729)  loss_bbox_dn_2: 0.2562 (0.2535)  loss_bbox_dn_3: 0.2452 (0.2457)  loss_bbox_dn_4: 0.2397 (0.2429)  loss_bbox_dn_5: 0.2387 (0.2428)  loss_giou: 0.4722 (0.5411)  loss_giou_aux_0: 0.5000 (0.5692)  loss_giou_aux_1: 0.4759 (0.5498)  loss_giou_aux_2: 0.4669 (0.5448)  loss_giou_aux_3: 0.4703 (0.5422)  loss_giou_aux_4: 0.4693 (0.5415)  loss_giou_aux_5: 0.5683 (0.6467)  loss_giou_dn_0: 0.6572 (0.6853)  loss_giou_dn_1: 0.5512 (0.5814)  loss_giou_dn_2: 0.5277 (0.5562)  loss_giou_dn_3: 0.5153 (0.5479)  loss_giou_dn_4: 0.5106 (0.5454)  loss_giou_dn_5: 0.5103 (0.5455)  loss_vfl: 0.7896 (0.7495)  loss_vfl_aux_0: 0.9236 (0.8882)  loss_vfl_aux_1: 0.8419 (0.8356)  loss_vfl_aux_2: 0.8176 (0.7849)  loss_vfl_aux_3: 0.7880 (0.7610)  loss_vfl_aux_4: 0.7772 (0.7514)  loss_vfl_aux_5: 0.8951 (0.8653)  loss_vfl_dn_0: 0.4833 (0.4820)  loss_vfl_dn_1: 0.4259 (0.4309)  loss_vfl_dn_2: 0.4070 (0.4129)  loss_vfl_dn_3: 0.4060 (0.4053)  loss_vfl_dn_4: 0.4034 (0.4024)  loss_vfl_dn_5: 0.4020 (0.4020)  time: 0.4732  data: 0.0140  max mem: 5653
Epoch: [9]  [2600/7393]  eta: 0:38:16  lr: 0.000010  loss: 18.5321 (18.5475)  loss_bbox: 0.1755 (0.1853)  loss_bbox_aux_0: 0.1937 (0.2000)  loss_bbox_aux_1: 0.1793 (0.1891)  loss_bbox_aux_2: 0.1809 (0.1866)  loss_bbox_aux_3: 0.1804 (0.1854)  loss_bbox_aux_4: 0.1830 (0.1855)  loss_bbox_aux_5: 0.2315 (0.2444)  loss_bbox_dn_0: 0.3244 (0.3436)  loss_bbox_dn_1: 0.2514 (0.2730)  loss_bbox_dn_2: 0.2376 (0.2536)  loss_bbox_dn_3: 0.2298 (0.2457)  loss_bbox_dn_4: 0.2288 (0.2430)  loss_bbox_dn_5: 0.2290 (0.2428)  loss_giou: 0.5437 (0.5411)  loss_giou_aux_0: 0.5583 (0.5692)  loss_giou_aux_1: 0.5439 (0.5497)  loss_giou_aux_2: 0.5438 (0.5448)  loss_giou_aux_3: 0.5476 (0.5421)  loss_giou_aux_4: 0.5391 (0.5414)  loss_giou_aux_5: 0.6474 (0.6465)  loss_giou_dn_0: 0.6947 (0.6856)  loss_giou_dn_1: 0.6052 (0.5816)  loss_giou_dn_2: 0.5854 (0.5565)  loss_giou_dn_3: 0.5808 (0.5481)  loss_giou_dn_4: 0.5752 (0.5457)  loss_giou_dn_5: 0.5739 (0.5458)  loss_vfl: 0.7163 (0.7495)  loss_vfl_aux_0: 0.8157 (0.8879)  loss_vfl_aux_1: 0.7795 (0.8359)  loss_vfl_aux_2: 0.7522 (0.7849)  loss_vfl_aux_3: 0.7349 (0.7610)  loss_vfl_aux_4: 0.7198 (0.7514)  loss_vfl_aux_5: 0.8136 (0.8651)  loss_vfl_dn_0: 0.4780 (0.4820)  loss_vfl_dn_1: 0.4263 (0.4309)  loss_vfl_dn_2: 0.4123 (0.4130)  loss_vfl_dn_3: 0.4047 (0.4054)  loss_vfl_dn_4: 0.4033 (0.4025)  loss_vfl_dn_5: 0.4025 (0.4020)  time: 0.4627  data: 0.0136  max mem: 5653
Epoch: [9]  [2700/7393]  eta: 0:37:37  lr: 0.000010  loss: 18.4004 (18.5425)  loss_bbox: 0.1966 (0.1856)  loss_bbox_aux_0: 0.1991 (0.2003)  loss_bbox_aux_1: 0.1992 (0.1894)  loss_bbox_aux_2: 0.1901 (0.1869)  loss_bbox_aux_3: 0.1936 (0.1857)  loss_bbox_aux_4: 0.1953 (0.1858)  loss_bbox_aux_5: 0.2367 (0.2447)  loss_bbox_dn_0: 0.3398 (0.3440)  loss_bbox_dn_1: 0.2768 (0.2733)  loss_bbox_dn_2: 0.2505 (0.2538)  loss_bbox_dn_3: 0.2420 (0.2460)  loss_bbox_dn_4: 0.2374 (0.2433)  loss_bbox_dn_5: 0.2372 (0.2431)  loss_giou: 0.4923 (0.5405)  loss_giou_aux_0: 0.5351 (0.5686)  loss_giou_aux_1: 0.5160 (0.5491)  loss_giou_aux_2: 0.5168 (0.5442)  loss_giou_aux_3: 0.5008 (0.5416)  loss_giou_aux_4: 0.4920 (0.5408)  loss_giou_aux_5: 0.6420 (0.6459)  loss_giou_dn_0: 0.6827 (0.6849)  loss_giou_dn_1: 0.5550 (0.5810)  loss_giou_dn_2: 0.5347 (0.5559)  loss_giou_dn_3: 0.5231 (0.5475)  loss_giou_dn_4: 0.5214 (0.5451)  loss_giou_dn_5: 0.5213 (0.5451)  loss_vfl: 0.7497 (0.7494)  loss_vfl_aux_0: 0.8734 (0.8879)  loss_vfl_aux_1: 0.8277 (0.8359)  loss_vfl_aux_2: 0.7808 (0.7847)  loss_vfl_aux_3: 0.7368 (0.7608)  loss_vfl_aux_4: 0.7376 (0.7513)  loss_vfl_aux_5: 0.8240 (0.8652)  loss_vfl_dn_0: 0.4766 (0.4820)  loss_vfl_dn_1: 0.4242 (0.4308)  loss_vfl_dn_2: 0.4095 (0.4128)  loss_vfl_dn_3: 0.4031 (0.4052)  loss_vfl_dn_4: 0.3983 (0.4024)  loss_vfl_dn_5: 0.3978 (0.4019)  time: 0.4711  data: 0.0136  max mem: 5653
Epoch: [9]  [2800/7393]  eta: 0:36:46  lr: 0.000010  loss: 18.5422 (18.5515)  loss_bbox: 0.1871 (0.1857)  loss_bbox_aux_0: 0.1933 (0.2005)  loss_bbox_aux_1: 0.1871 (0.1896)  loss_bbox_aux_2: 0.1788 (0.1870)  loss_bbox_aux_3: 0.1871 (0.1858)  loss_bbox_aux_4: 0.1828 (0.1859)  loss_bbox_aux_5: 0.2274 (0.2448)  loss_bbox_dn_0: 0.3065 (0.3439)  loss_bbox_dn_1: 0.2515 (0.2732)  loss_bbox_dn_2: 0.2373 (0.2537)  loss_bbox_dn_3: 0.2323 (0.2458)  loss_bbox_dn_4: 0.2313 (0.2431)  loss_bbox_dn_5: 0.2305 (0.2430)  loss_giou: 0.5686 (0.5411)  loss_giou_aux_0: 0.5963 (0.5694)  loss_giou_aux_1: 0.5748 (0.5498)  loss_giou_aux_2: 0.5775 (0.5448)  loss_giou_aux_3: 0.5652 (0.5422)  loss_giou_aux_4: 0.5670 (0.5415)  loss_giou_aux_5: 0.6645 (0.6465)  loss_giou_dn_0: 0.7175 (0.6855)  loss_giou_dn_1: 0.6137 (0.5816)  loss_giou_dn_2: 0.5846 (0.5564)  loss_giou_dn_3: 0.5750 (0.5480)  loss_giou_dn_4: 0.5734 (0.5456)  loss_giou_dn_5: 0.5735 (0.5457)  loss_vfl: 0.7202 (0.7495)  loss_vfl_aux_0: 0.8527 (0.8879)  loss_vfl_aux_1: 0.7854 (0.8360)  loss_vfl_aux_2: 0.7533 (0.7849)  loss_vfl_aux_3: 0.7150 (0.7611)  loss_vfl_aux_4: 0.7233 (0.7515)  loss_vfl_aux_5: 0.8276 (0.8653)  loss_vfl_dn_0: 0.4819 (0.4820)  loss_vfl_dn_1: 0.4318 (0.4308)  loss_vfl_dn_2: 0.4135 (0.4128)  loss_vfl_dn_3: 0.4093 (0.4052)  loss_vfl_dn_4: 0.4084 (0.4024)  loss_vfl_dn_5: 0.4077 (0.4019)  time: 0.4714  data: 0.0142  max mem: 5653
Epoch: [9]  [2900/7393]  eta: 0:35:56  lr: 0.000010  loss: 18.7117 (18.5472)  loss_bbox: 0.1673 (0.1855)  loss_bbox_aux_0: 0.1810 (0.2003)  loss_bbox_aux_1: 0.1788 (0.1894)  loss_bbox_aux_2: 0.1726 (0.1868)  loss_bbox_aux_3: 0.1745 (0.1856)  loss_bbox_aux_4: 0.1676 (0.1857)  loss_bbox_aux_5: 0.2243 (0.2445)  loss_bbox_dn_0: 0.3150 (0.3435)  loss_bbox_dn_1: 0.2463 (0.2729)  loss_bbox_dn_2: 0.2255 (0.2534)  loss_bbox_dn_3: 0.2188 (0.2455)  loss_bbox_dn_4: 0.2159 (0.2428)  loss_bbox_dn_5: 0.2157 (0.2426)  loss_giou: 0.5438 (0.5412)  loss_giou_aux_0: 0.5457 (0.5694)  loss_giou_aux_1: 0.5466 (0.5498)  loss_giou_aux_2: 0.5507 (0.5449)  loss_giou_aux_3: 0.5527 (0.5422)  loss_giou_aux_4: 0.5456 (0.5415)  loss_giou_aux_5: 0.6293 (0.6464)  loss_giou_dn_0: 0.7051 (0.6855)  loss_giou_dn_1: 0.6020 (0.5817)  loss_giou_dn_2: 0.5668 (0.5564)  loss_giou_dn_3: 0.5567 (0.5480)  loss_giou_dn_4: 0.5549 (0.5456)  loss_giou_dn_5: 0.5549 (0.5457)  loss_vfl: 0.7663 (0.7495)  loss_vfl_aux_0: 0.8996 (0.8876)  loss_vfl_aux_1: 0.8514 (0.8357)  loss_vfl_aux_2: 0.8090 (0.7848)  loss_vfl_aux_3: 0.7810 (0.7610)  loss_vfl_aux_4: 0.7582 (0.7515)  loss_vfl_aux_5: 0.8933 (0.8651)  loss_vfl_dn_0: 0.4814 (0.4820)  loss_vfl_dn_1: 0.4355 (0.4308)  loss_vfl_dn_2: 0.4201 (0.4128)  loss_vfl_dn_3: 0.4128 (0.4053)  loss_vfl_dn_4: 0.4083 (0.4024)  loss_vfl_dn_5: 0.4078 (0.4019)  time: 0.4622  data: 0.0137  max mem: 5653
Epoch: [9]  [3000/7393]  eta: 0:35:06  lr: 0.000010  loss: 18.1139 (18.5473)  loss_bbox: 0.1795 (0.1854)  loss_bbox_aux_0: 0.1934 (0.2003)  loss_bbox_aux_1: 0.1815 (0.1894)  loss_bbox_aux_2: 0.1868 (0.1868)  loss_bbox_aux_3: 0.1792 (0.1855)  loss_bbox_aux_4: 0.1754 (0.1856)  loss_bbox_aux_5: 0.2494 (0.2442)  loss_bbox_dn_0: 0.3543 (0.3434)  loss_bbox_dn_1: 0.2853 (0.2728)  loss_bbox_dn_2: 0.2664 (0.2533)  loss_bbox_dn_3: 0.2600 (0.2454)  loss_bbox_dn_4: 0.2590 (0.2427)  loss_bbox_dn_5: 0.2590 (0.2425)  loss_giou: 0.5200 (0.5413)  loss_giou_aux_0: 0.5305 (0.5695)  loss_giou_aux_1: 0.5047 (0.5501)  loss_giou_aux_2: 0.5139 (0.5451)  loss_giou_aux_3: 0.5226 (0.5424)  loss_giou_aux_4: 0.5202 (0.5416)  loss_giou_aux_5: 0.6161 (0.6462)  loss_giou_dn_0: 0.6596 (0.6856)  loss_giou_dn_1: 0.5623 (0.5817)  loss_giou_dn_2: 0.5350 (0.5566)  loss_giou_dn_3: 0.5270 (0.5481)  loss_giou_dn_4: 0.5253 (0.5457)  loss_giou_dn_5: 0.5249 (0.5458)  loss_vfl: 0.7105 (0.7495)  loss_vfl_aux_0: 0.8532 (0.8876)  loss_vfl_aux_1: 0.7733 (0.8353)  loss_vfl_aux_2: 0.7248 (0.7846)  loss_vfl_aux_3: 0.7311 (0.7610)  loss_vfl_aux_4: 0.7271 (0.7517)  loss_vfl_aux_5: 0.8432 (0.8655)  loss_vfl_dn_0: 0.4736 (0.4820)  loss_vfl_dn_1: 0.4282 (0.4308)  loss_vfl_dn_2: 0.4118 (0.4128)  loss_vfl_dn_3: 0.4043 (0.4053)  loss_vfl_dn_4: 0.4007 (0.4024)  loss_vfl_dn_5: 0.3974 (0.4019)  time: 0.4638  data: 0.0135  max mem: 5653
Epoch: [9]  [3100/7393]  eta: 0:34:17  lr: 0.000010  loss: 18.2837 (18.5362)  loss_bbox: 0.1607 (0.1851)  loss_bbox_aux_0: 0.1790 (0.2001)  loss_bbox_aux_1: 0.1622 (0.1891)  loss_bbox_aux_2: 0.1650 (0.1866)  loss_bbox_aux_3: 0.1621 (0.1852)  loss_bbox_aux_4: 0.1635 (0.1853)  loss_bbox_aux_5: 0.2211 (0.2441)  loss_bbox_dn_0: 0.2849 (0.3432)  loss_bbox_dn_1: 0.2302 (0.2726)  loss_bbox_dn_2: 0.2088 (0.2531)  loss_bbox_dn_3: 0.2066 (0.2452)  loss_bbox_dn_4: 0.2058 (0.2425)  loss_bbox_dn_5: 0.2059 (0.2423)  loss_giou: 0.5728 (0.5408)  loss_giou_aux_0: 0.5972 (0.5690)  loss_giou_aux_1: 0.5717 (0.5495)  loss_giou_aux_2: 0.5782 (0.5446)  loss_giou_aux_3: 0.5792 (0.5419)  loss_giou_aux_4: 0.5772 (0.5410)  loss_giou_aux_5: 0.6766 (0.6458)  loss_giou_dn_0: 0.6838 (0.6850)  loss_giou_dn_1: 0.5979 (0.5812)  loss_giou_dn_2: 0.5792 (0.5561)  loss_giou_dn_3: 0.5741 (0.5477)  loss_giou_dn_4: 0.5708 (0.5453)  loss_giou_dn_5: 0.5706 (0.5454)  loss_vfl: 0.7210 (0.7493)  loss_vfl_aux_0: 0.8333 (0.8874)  loss_vfl_aux_1: 0.7883 (0.8353)  loss_vfl_aux_2: 0.7410 (0.7844)  loss_vfl_aux_3: 0.7207 (0.7608)  loss_vfl_aux_4: 0.7115 (0.7514)  loss_vfl_aux_5: 0.8332 (0.8653)  loss_vfl_dn_0: 0.4789 (0.4820)  loss_vfl_dn_1: 0.4336 (0.4307)  loss_vfl_dn_2: 0.4081 (0.4127)  loss_vfl_dn_3: 0.4029 (0.4052)  loss_vfl_dn_4: 0.4022 (0.4023)  loss_vfl_dn_5: 0.4039 (0.4018)  time: 0.4722  data: 0.0135  max mem: 5653
Epoch: [9]  [3200/7393]  eta: 0:33:29  lr: 0.000010  loss: 17.5701 (18.5353)  loss_bbox: 0.1717 (0.1853)  loss_bbox_aux_0: 0.1934 (0.2005)  loss_bbox_aux_1: 0.1735 (0.1894)  loss_bbox_aux_2: 0.1736 (0.1868)  loss_bbox_aux_3: 0.1617 (0.1854)  loss_bbox_aux_4: 0.1683 (0.1855)  loss_bbox_aux_5: 0.2281 (0.2444)  loss_bbox_dn_0: 0.3402 (0.3435)  loss_bbox_dn_1: 0.2716 (0.2728)  loss_bbox_dn_2: 0.2397 (0.2533)  loss_bbox_dn_3: 0.2342 (0.2454)  loss_bbox_dn_4: 0.2286 (0.2427)  loss_bbox_dn_5: 0.2288 (0.2425)  loss_giou: 0.4844 (0.5404)  loss_giou_aux_0: 0.5151 (0.5687)  loss_giou_aux_1: 0.4906 (0.5492)  loss_giou_aux_2: 0.4870 (0.5442)  loss_giou_aux_3: 0.4855 (0.5415)  loss_giou_aux_4: 0.4785 (0.5407)  loss_giou_aux_5: 0.5815 (0.6454)  loss_giou_dn_0: 0.6506 (0.6849)  loss_giou_dn_1: 0.5467 (0.5810)  loss_giou_dn_2: 0.5133 (0.5558)  loss_giou_dn_3: 0.5098 (0.5474)  loss_giou_dn_4: 0.5064 (0.5449)  loss_giou_dn_5: 0.5066 (0.5450)  loss_vfl: 0.7497 (0.7493)  loss_vfl_aux_0: 0.8946 (0.8874)  loss_vfl_aux_1: 0.8392 (0.8355)  loss_vfl_aux_2: 0.7829 (0.7845)  loss_vfl_aux_3: 0.7551 (0.7609)  loss_vfl_aux_4: 0.7373 (0.7515)  loss_vfl_aux_5: 0.8435 (0.8654)  loss_vfl_dn_0: 0.4786 (0.4820)  loss_vfl_dn_1: 0.4224 (0.4307)  loss_vfl_dn_2: 0.3970 (0.4127)  loss_vfl_dn_3: 0.3887 (0.4051)  loss_vfl_dn_4: 0.3865 (0.4022)  loss_vfl_dn_5: 0.3847 (0.4017)  time: 0.4864  data: 0.0139  max mem: 5653
Epoch: [9]  [3300/7393]  eta: 0:32:40  lr: 0.000010  loss: 18.4155 (18.5391)  loss_bbox: 0.1682 (0.1854)  loss_bbox_aux_0: 0.1843 (0.2006)  loss_bbox_aux_1: 0.1699 (0.1894)  loss_bbox_aux_2: 0.1699 (0.1868)  loss_bbox_aux_3: 0.1686 (0.1854)  loss_bbox_aux_4: 0.1685 (0.1855)  loss_bbox_aux_5: 0.2225 (0.2444)  loss_bbox_dn_0: 0.2951 (0.3435)  loss_bbox_dn_1: 0.2402 (0.2728)  loss_bbox_dn_2: 0.2244 (0.2533)  loss_bbox_dn_3: 0.2180 (0.2454)  loss_bbox_dn_4: 0.2160 (0.2427)  loss_bbox_dn_5: 0.2164 (0.2425)  loss_giou: 0.5593 (0.5405)  loss_giou_aux_0: 0.5915 (0.5689)  loss_giou_aux_1: 0.5707 (0.5493)  loss_giou_aux_2: 0.5643 (0.5443)  loss_giou_aux_3: 0.5644 (0.5416)  loss_giou_aux_4: 0.5589 (0.5407)  loss_giou_aux_5: 0.6588 (0.6456)  loss_giou_dn_0: 0.6881 (0.6850)  loss_giou_dn_1: 0.5852 (0.5811)  loss_giou_dn_2: 0.5708 (0.5559)  loss_giou_dn_3: 0.5630 (0.5475)  loss_giou_dn_4: 0.5618 (0.5451)  loss_giou_dn_5: 0.5626 (0.5452)  loss_vfl: 0.7571 (0.7497)  loss_vfl_aux_0: 0.8660 (0.8872)  loss_vfl_aux_1: 0.8272 (0.8356)  loss_vfl_aux_2: 0.7782 (0.7848)  loss_vfl_aux_3: 0.7762 (0.7613)  loss_vfl_aux_4: 0.7677 (0.7519)  loss_vfl_aux_5: 0.8463 (0.8654)  loss_vfl_dn_0: 0.4829 (0.4821)  loss_vfl_dn_1: 0.4349 (0.4307)  loss_vfl_dn_2: 0.4140 (0.4127)  loss_vfl_dn_3: 0.4077 (0.4052)  loss_vfl_dn_4: 0.4057 (0.4023)  loss_vfl_dn_5: 0.4051 (0.4018)  time: 0.4706  data: 0.0142  max mem: 5653
Epoch: [9]  [3400/7393]  eta: 0:31:51  lr: 0.000010  loss: 18.3344 (18.5366)  loss_bbox: 0.1664 (0.1852)  loss_bbox_aux_0: 0.1771 (0.2004)  loss_bbox_aux_1: 0.1685 (0.1892)  loss_bbox_aux_2: 0.1654 (0.1866)  loss_bbox_aux_3: 0.1678 (0.1852)  loss_bbox_aux_4: 0.1651 (0.1853)  loss_bbox_aux_5: 0.2147 (0.2442)  loss_bbox_dn_0: 0.3088 (0.3431)  loss_bbox_dn_1: 0.2407 (0.2725)  loss_bbox_dn_2: 0.2229 (0.2529)  loss_bbox_dn_3: 0.2144 (0.2451)  loss_bbox_dn_4: 0.2108 (0.2424)  loss_bbox_dn_5: 0.2110 (0.2422)  loss_giou: 0.5316 (0.5407)  loss_giou_aux_0: 0.5663 (0.5692)  loss_giou_aux_1: 0.5470 (0.5497)  loss_giou_aux_2: 0.5298 (0.5445)  loss_giou_aux_3: 0.5295 (0.5418)  loss_giou_aux_4: 0.5357 (0.5410)  loss_giou_aux_5: 0.6716 (0.6458)  loss_giou_dn_0: 0.6757 (0.6851)  loss_giou_dn_1: 0.5647 (0.5811)  loss_giou_dn_2: 0.5349 (0.5559)  loss_giou_dn_3: 0.5239 (0.5475)  loss_giou_dn_4: 0.5211 (0.5451)  loss_giou_dn_5: 0.5201 (0.5452)  loss_vfl: 0.7619 (0.7496)  loss_vfl_aux_0: 0.9093 (0.8871)  loss_vfl_aux_1: 0.8614 (0.8354)  loss_vfl_aux_2: 0.8189 (0.7848)  loss_vfl_aux_3: 0.8008 (0.7612)  loss_vfl_aux_4: 0.7866 (0.7518)  loss_vfl_aux_5: 0.8481 (0.8650)  loss_vfl_dn_0: 0.4829 (0.4821)  loss_vfl_dn_1: 0.4311 (0.4308)  loss_vfl_dn_2: 0.4053 (0.4127)  loss_vfl_dn_3: 0.4008 (0.4052)  loss_vfl_dn_4: 0.3990 (0.4023)  loss_vfl_dn_5: 0.3974 (0.4019)  time: 0.4695  data: 0.0139  max mem: 5653
Epoch: [9]  [3500/7393]  eta: 0:31:08  lr: 0.000010  loss: 17.5917 (18.5341)  loss_bbox: 0.1697 (0.1851)  loss_bbox_aux_0: 0.1792 (0.2004)  loss_bbox_aux_1: 0.1739 (0.1893)  loss_bbox_aux_2: 0.1716 (0.1867)  loss_bbox_aux_3: 0.1654 (0.1852)  loss_bbox_aux_4: 0.1698 (0.1853)  loss_bbox_aux_5: 0.2226 (0.2442)  loss_bbox_dn_0: 0.3071 (0.3428)  loss_bbox_dn_1: 0.2599 (0.2723)  loss_bbox_dn_2: 0.2361 (0.2527)  loss_bbox_dn_3: 0.2214 (0.2448)  loss_bbox_dn_4: 0.2194 (0.2422)  loss_bbox_dn_5: 0.2200 (0.2420)  loss_giou: 0.4765 (0.5409)  loss_giou_aux_0: 0.5296 (0.5694)  loss_giou_aux_1: 0.5035 (0.5498)  loss_giou_aux_2: 0.4851 (0.5448)  loss_giou_aux_3: 0.4787 (0.5420)  loss_giou_aux_4: 0.4765 (0.5412)  loss_giou_aux_5: 0.5999 (0.6460)  loss_giou_dn_0: 0.6507 (0.6851)  loss_giou_dn_1: 0.5483 (0.5812)  loss_giou_dn_2: 0.5239 (0.5560)  loss_giou_dn_3: 0.5129 (0.5476)  loss_giou_dn_4: 0.5099 (0.5451)  loss_giou_dn_5: 0.5107 (0.5452)  loss_vfl: 0.7295 (0.7492)  loss_vfl_aux_0: 0.8657 (0.8869)  loss_vfl_aux_1: 0.8182 (0.8351)  loss_vfl_aux_2: 0.7582 (0.7843)  loss_vfl_aux_3: 0.7455 (0.7608)  loss_vfl_aux_4: 0.7355 (0.7514)  loss_vfl_aux_5: 0.8531 (0.8645)  loss_vfl_dn_0: 0.4818 (0.4820)  loss_vfl_dn_1: 0.4301 (0.4307)  loss_vfl_dn_2: 0.4153 (0.4127)  loss_vfl_dn_3: 0.4040 (0.4052)  loss_vfl_dn_4: 0.4003 (0.4023)  loss_vfl_dn_5: 0.3997 (0.4018)  time: 0.4745  data: 0.0135  max mem: 5653
Epoch: [9]  [3600/7393]  eta: 0:30:19  lr: 0.000010  loss: 18.0796 (18.5316)  loss_bbox: 0.1631 (0.1850)  loss_bbox_aux_0: 0.1895 (0.2003)  loss_bbox_aux_1: 0.1703 (0.1891)  loss_bbox_aux_2: 0.1680 (0.1865)  loss_bbox_aux_3: 0.1601 (0.1851)  loss_bbox_aux_4: 0.1631 (0.1851)  loss_bbox_aux_5: 0.2260 (0.2441)  loss_bbox_dn_0: 0.2972 (0.3424)  loss_bbox_dn_1: 0.2214 (0.2719)  loss_bbox_dn_2: 0.2006 (0.2524)  loss_bbox_dn_3: 0.1963 (0.2445)  loss_bbox_dn_4: 0.1932 (0.2418)  loss_bbox_dn_5: 0.1929 (0.2417)  loss_giou: 0.5541 (0.5414)  loss_giou_aux_0: 0.5561 (0.5698)  loss_giou_aux_1: 0.5470 (0.5502)  loss_giou_aux_2: 0.5505 (0.5452)  loss_giou_aux_3: 0.5446 (0.5424)  loss_giou_aux_4: 0.5539 (0.5416)  loss_giou_aux_5: 0.6402 (0.6465)  loss_giou_dn_0: 0.6963 (0.6852)  loss_giou_dn_1: 0.5913 (0.5813)  loss_giou_dn_2: 0.5683 (0.5562)  loss_giou_dn_3: 0.5576 (0.5478)  loss_giou_dn_4: 0.5554 (0.5453)  loss_giou_dn_5: 0.5555 (0.5454)  loss_vfl: 0.7340 (0.7490)  loss_vfl_aux_0: 0.8461 (0.8862)  loss_vfl_aux_1: 0.8253 (0.8347)  loss_vfl_aux_2: 0.7615 (0.7839)  loss_vfl_aux_3: 0.7557 (0.7606)  loss_vfl_aux_4: 0.7342 (0.7512)  loss_vfl_aux_5: 0.8489 (0.8637)  loss_vfl_dn_0: 0.4779 (0.4819)  loss_vfl_dn_1: 0.4240 (0.4306)  loss_vfl_dn_2: 0.4061 (0.4126)  loss_vfl_dn_3: 0.4015 (0.4051)  loss_vfl_dn_4: 0.3996 (0.4022)  loss_vfl_dn_5: 0.3980 (0.4017)  time: 0.4644  data: 0.0138  max mem: 5653
Epoch: [9]  [3700/7393]  eta: 0:29:30  lr: 0.000010  loss: 18.8368 (18.5400)  loss_bbox: 0.1865 (0.1850)  loss_bbox_aux_0: 0.2103 (0.2005)  loss_bbox_aux_1: 0.1892 (0.1893)  loss_bbox_aux_2: 0.1999 (0.1867)  loss_bbox_aux_3: 0.1900 (0.1852)  loss_bbox_aux_4: 0.1853 (0.1852)  loss_bbox_aux_5: 0.2413 (0.2443)  loss_bbox_dn_0: 0.3311 (0.3426)  loss_bbox_dn_1: 0.2696 (0.2722)  loss_bbox_dn_2: 0.2444 (0.2527)  loss_bbox_dn_3: 0.2399 (0.2448)  loss_bbox_dn_4: 0.2379 (0.2421)  loss_bbox_dn_5: 0.2378 (0.2420)  loss_giou: 0.5733 (0.5416)  loss_giou_aux_0: 0.5828 (0.5701)  loss_giou_aux_1: 0.5632 (0.5504)  loss_giou_aux_2: 0.5646 (0.5454)  loss_giou_aux_3: 0.5619 (0.5426)  loss_giou_aux_4: 0.5707 (0.5418)  loss_giou_aux_5: 0.6575 (0.6468)  loss_giou_dn_0: 0.6805 (0.6854)  loss_giou_dn_1: 0.5870 (0.5816)  loss_giou_dn_2: 0.5620 (0.5564)  loss_giou_dn_3: 0.5605 (0.5480)  loss_giou_dn_4: 0.5584 (0.5456)  loss_giou_dn_5: 0.5591 (0.5456)  loss_vfl: 0.7220 (0.7494)  loss_vfl_aux_0: 0.8758 (0.8865)  loss_vfl_aux_1: 0.7958 (0.8349)  loss_vfl_aux_2: 0.7700 (0.7843)  loss_vfl_aux_3: 0.7496 (0.7611)  loss_vfl_aux_4: 0.7310 (0.7517)  loss_vfl_aux_5: 0.8459 (0.8637)  loss_vfl_dn_0: 0.4780 (0.4819)  loss_vfl_dn_1: 0.4304 (0.4306)  loss_vfl_dn_2: 0.4122 (0.4127)  loss_vfl_dn_3: 0.4053 (0.4052)  loss_vfl_dn_4: 0.4025 (0.4023)  loss_vfl_dn_5: 0.4017 (0.4018)  time: 0.4649  data: 0.0145  max mem: 5653
Epoch: [9]  [3800/7393]  eta: 0:28:41  lr: 0.000010  loss: 18.3685 (18.5455)  loss_bbox: 0.1875 (0.1851)  loss_bbox_aux_0: 0.2058 (0.2006)  loss_bbox_aux_1: 0.1970 (0.1895)  loss_bbox_aux_2: 0.1939 (0.1868)  loss_bbox_aux_3: 0.1909 (0.1853)  loss_bbox_aux_4: 0.1916 (0.1853)  loss_bbox_aux_5: 0.2508 (0.2445)  loss_bbox_dn_0: 0.3632 (0.3426)  loss_bbox_dn_1: 0.2824 (0.2722)  loss_bbox_dn_2: 0.2568 (0.2527)  loss_bbox_dn_3: 0.2424 (0.2448)  loss_bbox_dn_4: 0.2401 (0.2421)  loss_bbox_dn_5: 0.2402 (0.2420)  loss_giou: 0.4928 (0.5420)  loss_giou_aux_0: 0.5331 (0.5704)  loss_giou_aux_1: 0.5151 (0.5509)  loss_giou_aux_2: 0.4905 (0.5458)  loss_giou_aux_3: 0.4927 (0.5430)  loss_giou_aux_4: 0.4913 (0.5422)  loss_giou_aux_5: 0.6000 (0.6472)  loss_giou_dn_0: 0.6673 (0.6857)  loss_giou_dn_1: 0.5631 (0.5819)  loss_giou_dn_2: 0.5322 (0.5567)  loss_giou_dn_3: 0.5268 (0.5483)  loss_giou_dn_4: 0.5250 (0.5459)  loss_giou_dn_5: 0.5247 (0.5459)  loss_vfl: 0.7486 (0.7496)  loss_vfl_aux_0: 0.8524 (0.8865)  loss_vfl_aux_1: 0.8296 (0.8349)  loss_vfl_aux_2: 0.7675 (0.7844)  loss_vfl_aux_3: 0.7411 (0.7612)  loss_vfl_aux_4: 0.7472 (0.7518)  loss_vfl_aux_5: 0.8432 (0.8635)  loss_vfl_dn_0: 0.4707 (0.4819)  loss_vfl_dn_1: 0.4197 (0.4306)  loss_vfl_dn_2: 0.4057 (0.4127)  loss_vfl_dn_3: 0.4011 (0.4052)  loss_vfl_dn_4: 0.4017 (0.4023)  loss_vfl_dn_5: 0.4014 (0.4018)  time: 0.4649  data: 0.0142  max mem: 5653
Epoch: [9]  [3900/7393]  eta: 0:27:52  lr: 0.000010  loss: 18.1906 (18.5444)  loss_bbox: 0.1887 (0.1852)  loss_bbox_aux_0: 0.1882 (0.2006)  loss_bbox_aux_1: 0.1800 (0.1895)  loss_bbox_aux_2: 0.1760 (0.1869)  loss_bbox_aux_3: 0.1847 (0.1853)  loss_bbox_aux_4: 0.1890 (0.1853)  loss_bbox_aux_5: 0.2274 (0.2445)  loss_bbox_dn_0: 0.3072 (0.3428)  loss_bbox_dn_1: 0.2449 (0.2723)  loss_bbox_dn_2: 0.2277 (0.2528)  loss_bbox_dn_3: 0.2195 (0.2449)  loss_bbox_dn_4: 0.2171 (0.2423)  loss_bbox_dn_5: 0.2168 (0.2421)  loss_giou: 0.5195 (0.5418)  loss_giou_aux_0: 0.5382 (0.5702)  loss_giou_aux_1: 0.5296 (0.5506)  loss_giou_aux_2: 0.5202 (0.5456)  loss_giou_aux_3: 0.5259 (0.5427)  loss_giou_aux_4: 0.5272 (0.5420)  loss_giou_aux_5: 0.6237 (0.6469)  loss_giou_dn_0: 0.6718 (0.6857)  loss_giou_dn_1: 0.5698 (0.5818)  loss_giou_dn_2: 0.5419 (0.5566)  loss_giou_dn_3: 0.5341 (0.5482)  loss_giou_dn_4: 0.5309 (0.5458)  loss_giou_dn_5: 0.5308 (0.5458)  loss_vfl: 0.7323 (0.7495)  loss_vfl_aux_0: 0.8547 (0.8864)  loss_vfl_aux_1: 0.8093 (0.8349)  loss_vfl_aux_2: 0.7625 (0.7844)  loss_vfl_aux_3: 0.7379 (0.7612)  loss_vfl_aux_4: 0.7138 (0.7517)  loss_vfl_aux_5: 0.8671 (0.8636)  loss_vfl_dn_0: 0.4832 (0.4819)  loss_vfl_dn_1: 0.4284 (0.4306)  loss_vfl_dn_2: 0.4088 (0.4127)  loss_vfl_dn_3: 0.4033 (0.4052)  loss_vfl_dn_4: 0.4021 (0.4023)  loss_vfl_dn_5: 0.4011 (0.4019)  time: 0.4577  data: 0.0142  max mem: 5653
Epoch: [9]  [4000/7393]  eta: 0:27:03  lr: 0.000010  loss: 17.9296 (18.5448)  loss_bbox: 0.1677 (0.1851)  loss_bbox_aux_0: 0.1917 (0.2006)  loss_bbox_aux_1: 0.1677 (0.1894)  loss_bbox_aux_2: 0.1689 (0.1868)  loss_bbox_aux_3: 0.1667 (0.1852)  loss_bbox_aux_4: 0.1682 (0.1852)  loss_bbox_aux_5: 0.2308 (0.2444)  loss_bbox_dn_0: 0.3229 (0.3425)  loss_bbox_dn_1: 0.2532 (0.2722)  loss_bbox_dn_2: 0.2430 (0.2526)  loss_bbox_dn_3: 0.2375 (0.2448)  loss_bbox_dn_4: 0.2345 (0.2421)  loss_bbox_dn_5: 0.2343 (0.2420)  loss_giou: 0.4811 (0.5419)  loss_giou_aux_0: 0.5080 (0.5703)  loss_giou_aux_1: 0.4908 (0.5507)  loss_giou_aux_2: 0.4775 (0.5457)  loss_giou_aux_3: 0.4755 (0.5429)  loss_giou_aux_4: 0.4739 (0.5421)  loss_giou_aux_5: 0.6071 (0.6470)  loss_giou_dn_0: 0.6490 (0.6857)  loss_giou_dn_1: 0.5416 (0.5818)  loss_giou_dn_2: 0.5139 (0.5566)  loss_giou_dn_3: 0.5041 (0.5482)  loss_giou_dn_4: 0.5014 (0.5458)  loss_giou_dn_5: 0.5017 (0.5459)  loss_vfl: 0.7544 (0.7497)  loss_vfl_aux_0: 0.8875 (0.8864)  loss_vfl_aux_1: 0.8710 (0.8351)  loss_vfl_aux_2: 0.7917 (0.7845)  loss_vfl_aux_3: 0.7628 (0.7615)  loss_vfl_aux_4: 0.7535 (0.7520)  loss_vfl_aux_5: 0.8702 (0.8633)  loss_vfl_dn_0: 0.4856 (0.4819)  loss_vfl_dn_1: 0.4316 (0.4306)  loss_vfl_dn_2: 0.4133 (0.4127)  loss_vfl_dn_3: 0.4026 (0.4053)  loss_vfl_dn_4: 0.3994 (0.4024)  loss_vfl_dn_5: 0.4002 (0.4019)  time: 0.4773  data: 0.0140  max mem: 5653
Epoch: [9]  [4100/7393]  eta: 0:26:15  lr: 0.000010  loss: 18.3134 (18.5471)  loss_bbox: 0.1776 (0.1851)  loss_bbox_aux_0: 0.1997 (0.2006)  loss_bbox_aux_1: 0.1844 (0.1894)  loss_bbox_aux_2: 0.1869 (0.1868)  loss_bbox_aux_3: 0.1816 (0.1852)  loss_bbox_aux_4: 0.1816 (0.1852)  loss_bbox_aux_5: 0.2313 (0.2445)  loss_bbox_dn_0: 0.3382 (0.3425)  loss_bbox_dn_1: 0.2631 (0.2722)  loss_bbox_dn_2: 0.2433 (0.2527)  loss_bbox_dn_3: 0.2344 (0.2449)  loss_bbox_dn_4: 0.2303 (0.2422)  loss_bbox_dn_5: 0.2298 (0.2421)  loss_giou: 0.5367 (0.5418)  loss_giou_aux_0: 0.5393 (0.5702)  loss_giou_aux_1: 0.5333 (0.5507)  loss_giou_aux_2: 0.5384 (0.5456)  loss_giou_aux_3: 0.5351 (0.5428)  loss_giou_aux_4: 0.5339 (0.5420)  loss_giou_aux_5: 0.6452 (0.6471)  loss_giou_dn_0: 0.6780 (0.6856)  loss_giou_dn_1: 0.5846 (0.5818)  loss_giou_dn_2: 0.5556 (0.5565)  loss_giou_dn_3: 0.5461 (0.5481)  loss_giou_dn_4: 0.5426 (0.5457)  loss_giou_dn_5: 0.5426 (0.5458)  loss_vfl: 0.7586 (0.7502)  loss_vfl_aux_0: 0.8572 (0.8867)  loss_vfl_aux_1: 0.8291 (0.8355)  loss_vfl_aux_2: 0.7727 (0.7848)  loss_vfl_aux_3: 0.7649 (0.7619)  loss_vfl_aux_4: 0.7536 (0.7525)  loss_vfl_aux_5: 0.8261 (0.8632)  loss_vfl_dn_0: 0.4791 (0.4819)  loss_vfl_dn_1: 0.4287 (0.4306)  loss_vfl_dn_2: 0.4121 (0.4127)  loss_vfl_dn_3: 0.4024 (0.4053)  loss_vfl_dn_4: 0.3991 (0.4024)  loss_vfl_dn_5: 0.3991 (0.4020)  time: 0.4698  data: 0.0140  max mem: 5653
Epoch: [9]  [4200/7393]  eta: 0:25:27  lr: 0.000010  loss: 18.4304 (18.5455)  loss_bbox: 0.1718 (0.1848)  loss_bbox_aux_0: 0.1876 (0.2004)  loss_bbox_aux_1: 0.1672 (0.1892)  loss_bbox_aux_2: 0.1690 (0.1866)  loss_bbox_aux_3: 0.1622 (0.1850)  loss_bbox_aux_4: 0.1664 (0.1850)  loss_bbox_aux_5: 0.2281 (0.2444)  loss_bbox_dn_0: 0.3214 (0.3423)  loss_bbox_dn_1: 0.2587 (0.2720)  loss_bbox_dn_2: 0.2442 (0.2525)  loss_bbox_dn_3: 0.2398 (0.2447)  loss_bbox_dn_4: 0.2401 (0.2420)  loss_bbox_dn_5: 0.2403 (0.2419)  loss_giou: 0.5216 (0.5418)  loss_giou_aux_0: 0.5403 (0.5702)  loss_giou_aux_1: 0.5271 (0.5506)  loss_giou_aux_2: 0.5184 (0.5456)  loss_giou_aux_3: 0.5215 (0.5428)  loss_giou_aux_4: 0.5166 (0.5420)  loss_giou_aux_5: 0.6159 (0.6472)  loss_giou_dn_0: 0.6583 (0.6856)  loss_giou_dn_1: 0.5553 (0.5817)  loss_giou_dn_2: 0.5330 (0.5565)  loss_giou_dn_3: 0.5223 (0.5481)  loss_giou_dn_4: 0.5198 (0.5457)  loss_giou_dn_5: 0.5195 (0.5458)  loss_vfl: 0.7526 (0.7505)  loss_vfl_aux_0: 0.8786 (0.8866)  loss_vfl_aux_1: 0.8587 (0.8358)  loss_vfl_aux_2: 0.8034 (0.7850)  loss_vfl_aux_3: 0.7896 (0.7622)  loss_vfl_aux_4: 0.7647 (0.7528)  loss_vfl_aux_5: 0.8656 (0.8630)  loss_vfl_dn_0: 0.4832 (0.4820)  loss_vfl_dn_1: 0.4295 (0.4307)  loss_vfl_dn_2: 0.4108 (0.4128)  loss_vfl_dn_3: 0.4061 (0.4053)  loss_vfl_dn_4: 0.4061 (0.4024)  loss_vfl_dn_5: 0.4037 (0.4020)  time: 0.4707  data: 0.0137  max mem: 5653
Epoch: [9]  [4300/7393]  eta: 0:24:38  lr: 0.000010  loss: 19.0218 (18.5464)  loss_bbox: 0.1933 (0.1849)  loss_bbox_aux_0: 0.2134 (0.2005)  loss_bbox_aux_1: 0.1949 (0.1892)  loss_bbox_aux_2: 0.1962 (0.1867)  loss_bbox_aux_3: 0.1994 (0.1851)  loss_bbox_aux_4: 0.2041 (0.1851)  loss_bbox_aux_5: 0.2577 (0.2445)  loss_bbox_dn_0: 0.3493 (0.3426)  loss_bbox_dn_1: 0.2830 (0.2723)  loss_bbox_dn_2: 0.2545 (0.2528)  loss_bbox_dn_3: 0.2484 (0.2449)  loss_bbox_dn_4: 0.2456 (0.2423)  loss_bbox_dn_5: 0.2454 (0.2421)  loss_giou: 0.4967 (0.5417)  loss_giou_aux_0: 0.5315 (0.5702)  loss_giou_aux_1: 0.5184 (0.5505)  loss_giou_aux_2: 0.5043 (0.5455)  loss_giou_aux_3: 0.4975 (0.5426)  loss_giou_aux_4: 0.4951 (0.5419)  loss_giou_aux_5: 0.6187 (0.6471)  loss_giou_dn_0: 0.6634 (0.6856)  loss_giou_dn_1: 0.5652 (0.5817)  loss_giou_dn_2: 0.5397 (0.5564)  loss_giou_dn_3: 0.5314 (0.5480)  loss_giou_dn_4: 0.5295 (0.5456)  loss_giou_dn_5: 0.5295 (0.5457)  loss_vfl: 0.7474 (0.7505)  loss_vfl_aux_0: 0.8686 (0.8864)  loss_vfl_aux_1: 0.8328 (0.8360)  loss_vfl_aux_2: 0.7778 (0.7850)  loss_vfl_aux_3: 0.7344 (0.7621)  loss_vfl_aux_4: 0.7348 (0.7528)  loss_vfl_aux_5: 0.8600 (0.8628)  loss_vfl_dn_0: 0.4858 (0.4820)  loss_vfl_dn_1: 0.4361 (0.4307)  loss_vfl_dn_2: 0.4264 (0.4128)  loss_vfl_dn_3: 0.4200 (0.4053)  loss_vfl_dn_4: 0.4147 (0.4025)  loss_vfl_dn_5: 0.4135 (0.4020)  time: 0.4675  data: 0.0140  max mem: 5653
Epoch: [9]  [4400/7393]  eta: 0:23:53  lr: 0.000010  loss: 18.0412 (18.5397)  loss_bbox: 0.1691 (0.1848)  loss_bbox_aux_0: 0.1860 (0.2005)  loss_bbox_aux_1: 0.1707 (0.1891)  loss_bbox_aux_2: 0.1678 (0.1866)  loss_bbox_aux_3: 0.1694 (0.1850)  loss_bbox_aux_4: 0.1687 (0.1849)  loss_bbox_aux_5: 0.2240 (0.2445)  loss_bbox_dn_0: 0.3299 (0.3425)  loss_bbox_dn_1: 0.2599 (0.2722)  loss_bbox_dn_2: 0.2395 (0.2527)  loss_bbox_dn_3: 0.2271 (0.2448)  loss_bbox_dn_4: 0.2240 (0.2421)  loss_bbox_dn_5: 0.2239 (0.2420)  loss_giou: 0.5145 (0.5413)  loss_giou_aux_0: 0.5387 (0.5699)  loss_giou_aux_1: 0.5349 (0.5502)  loss_giou_aux_2: 0.5222 (0.5452)  loss_giou_aux_3: 0.5142 (0.5423)  loss_giou_aux_4: 0.5052 (0.5415)  loss_giou_aux_5: 0.6198 (0.6468)  loss_giou_dn_0: 0.6774 (0.6854)  loss_giou_dn_1: 0.5813 (0.5815)  loss_giou_dn_2: 0.5498 (0.5562)  loss_giou_dn_3: 0.5422 (0.5478)  loss_giou_dn_4: 0.5413 (0.5454)  loss_giou_dn_5: 0.5414 (0.5455)  loss_vfl: 0.7602 (0.7503)  loss_vfl_aux_0: 0.8777 (0.8862)  loss_vfl_aux_1: 0.8309 (0.8358)  loss_vfl_aux_2: 0.7945 (0.7848)  loss_vfl_aux_3: 0.7666 (0.7620)  loss_vfl_aux_4: 0.7601 (0.7526)  loss_vfl_aux_5: 0.8585 (0.8625)  loss_vfl_dn_0: 0.4802 (0.4820)  loss_vfl_dn_1: 0.4282 (0.4306)  loss_vfl_dn_2: 0.4155 (0.4127)  loss_vfl_dn_3: 0.4055 (0.4053)  loss_vfl_dn_4: 0.4008 (0.4024)  loss_vfl_dn_5: 0.3972 (0.4019)  time: 0.4628  data: 0.0145  max mem: 5653
Epoch: [9]  [4500/7393]  eta: 0:23:05  lr: 0.000010  loss: 18.4030 (18.5392)  loss_bbox: 0.1723 (0.1847)  loss_bbox_aux_0: 0.1852 (0.2003)  loss_bbox_aux_1: 0.1726 (0.1891)  loss_bbox_aux_2: 0.1709 (0.1866)  loss_bbox_aux_3: 0.1691 (0.1849)  loss_bbox_aux_4: 0.1760 (0.1849)  loss_bbox_aux_5: 0.2363 (0.2443)  loss_bbox_dn_0: 0.3316 (0.3425)  loss_bbox_dn_1: 0.2617 (0.2721)  loss_bbox_dn_2: 0.2343 (0.2526)  loss_bbox_dn_3: 0.2211 (0.2447)  loss_bbox_dn_4: 0.2184 (0.2421)  loss_bbox_dn_5: 0.2183 (0.2419)  loss_giou: 0.5039 (0.5411)  loss_giou_aux_0: 0.5415 (0.5697)  loss_giou_aux_1: 0.5079 (0.5500)  loss_giou_aux_2: 0.5245 (0.5451)  loss_giou_aux_3: 0.5053 (0.5421)  loss_giou_aux_4: 0.5038 (0.5413)  loss_giou_aux_5: 0.6343 (0.6467)  loss_giou_dn_0: 0.6803 (0.6854)  loss_giou_dn_1: 0.5688 (0.5814)  loss_giou_dn_2: 0.5439 (0.5561)  loss_giou_dn_3: 0.5319 (0.5477)  loss_giou_dn_4: 0.5291 (0.5453)  loss_giou_dn_5: 0.5293 (0.5454)  loss_vfl: 0.7385 (0.7505)  loss_vfl_aux_0: 0.8905 (0.8866)  loss_vfl_aux_1: 0.8358 (0.8362)  loss_vfl_aux_2: 0.7877 (0.7850)  loss_vfl_aux_3: 0.7505 (0.7622)  loss_vfl_aux_4: 0.7488 (0.7528)  loss_vfl_aux_5: 0.8566 (0.8627)  loss_vfl_dn_0: 0.4769 (0.4820)  loss_vfl_dn_1: 0.4290 (0.4306)  loss_vfl_dn_2: 0.4105 (0.4127)  loss_vfl_dn_3: 0.4000 (0.4053)  loss_vfl_dn_4: 0.3969 (0.4024)  loss_vfl_dn_5: 0.3976 (0.4019)  time: 0.4680  data: 0.0137  max mem: 5653
Epoch: [9]  [4600/7393]  eta: 0:22:17  lr: 0.000010  loss: 18.4801 (18.5419)  loss_bbox: 0.1962 (0.1848)  loss_bbox_aux_0: 0.2094 (0.2005)  loss_bbox_aux_1: 0.2035 (0.1892)  loss_bbox_aux_2: 0.2018 (0.1866)  loss_bbox_aux_3: 0.1982 (0.1850)  loss_bbox_aux_4: 0.1944 (0.1849)  loss_bbox_aux_5: 0.2437 (0.2444)  loss_bbox_dn_0: 0.3725 (0.3428)  loss_bbox_dn_1: 0.2832 (0.2724)  loss_bbox_dn_2: 0.2579 (0.2528)  loss_bbox_dn_3: 0.2500 (0.2449)  loss_bbox_dn_4: 0.2485 (0.2423)  loss_bbox_dn_5: 0.2482 (0.2421)  loss_giou: 0.4888 (0.5409)  loss_giou_aux_0: 0.5536 (0.5697)  loss_giou_aux_1: 0.5196 (0.5499)  loss_giou_aux_2: 0.5034 (0.5449)  loss_giou_aux_3: 0.4978 (0.5419)  loss_giou_aux_4: 0.4962 (0.5411)  loss_giou_aux_5: 0.6235 (0.6466)  loss_giou_dn_0: 0.6742 (0.6854)  loss_giou_dn_1: 0.5562 (0.5814)  loss_giou_dn_2: 0.5244 (0.5561)  loss_giou_dn_3: 0.5174 (0.5477)  loss_giou_dn_4: 0.5151 (0.5453)  loss_giou_dn_5: 0.5155 (0.5453)  loss_vfl: 0.7234 (0.7506)  loss_vfl_aux_0: 0.9372 (0.8870)  loss_vfl_aux_1: 0.8704 (0.8369)  loss_vfl_aux_2: 0.7809 (0.7852)  loss_vfl_aux_3: 0.7396 (0.7624)  loss_vfl_aux_4: 0.7374 (0.7530)  loss_vfl_aux_5: 0.8625 (0.8629)  loss_vfl_dn_0: 0.4750 (0.4820)  loss_vfl_dn_1: 0.4260 (0.4307)  loss_vfl_dn_2: 0.4064 (0.4127)  loss_vfl_dn_3: 0.3981 (0.4053)  loss_vfl_dn_4: 0.3954 (0.4024)  loss_vfl_dn_5: 0.3954 (0.4019)  time: 0.4558  data: 0.0140  max mem: 5653
Epoch: [9]  [4700/7393]  eta: 0:21:31  lr: 0.000010  loss: 18.6950 (18.5400)  loss_bbox: 0.1791 (0.1847)  loss_bbox_aux_0: 0.1974 (0.2003)  loss_bbox_aux_1: 0.1967 (0.1891)  loss_bbox_aux_2: 0.1817 (0.1865)  loss_bbox_aux_3: 0.1860 (0.1848)  loss_bbox_aux_4: 0.1791 (0.1848)  loss_bbox_aux_5: 0.2345 (0.2444)  loss_bbox_dn_0: 0.3327 (0.3427)  loss_bbox_dn_1: 0.2671 (0.2722)  loss_bbox_dn_2: 0.2501 (0.2526)  loss_bbox_dn_3: 0.2370 (0.2447)  loss_bbox_dn_4: 0.2326 (0.2421)  loss_bbox_dn_5: 0.2326 (0.2419)  loss_giou: 0.5248 (0.5407)  loss_giou_aux_0: 0.5660 (0.5695)  loss_giou_aux_1: 0.5402 (0.5497)  loss_giou_aux_2: 0.5345 (0.5447)  loss_giou_aux_3: 0.5278 (0.5417)  loss_giou_aux_4: 0.5232 (0.5409)  loss_giou_aux_5: 0.6513 (0.6464)  loss_giou_dn_0: 0.6720 (0.6853)  loss_giou_dn_1: 0.5719 (0.5812)  loss_giou_dn_2: 0.5450 (0.5559)  loss_giou_dn_3: 0.5354 (0.5475)  loss_giou_dn_4: 0.5346 (0.5451)  loss_giou_dn_5: 0.5343 (0.5452)  loss_vfl: 0.7616 (0.7509)  loss_vfl_aux_0: 0.8820 (0.8873)  loss_vfl_aux_1: 0.8547 (0.8374)  loss_vfl_aux_2: 0.7957 (0.7855)  loss_vfl_aux_3: 0.7541 (0.7626)  loss_vfl_aux_4: 0.7574 (0.7532)  loss_vfl_aux_5: 0.8591 (0.8631)  loss_vfl_dn_0: 0.4811 (0.4821)  loss_vfl_dn_1: 0.4229 (0.4307)  loss_vfl_dn_2: 0.4094 (0.4127)  loss_vfl_dn_3: 0.4017 (0.4053)  loss_vfl_dn_4: 0.3994 (0.4024)  loss_vfl_dn_5: 0.4008 (0.4019)  time: 0.7275  data: 0.0144  max mem: 5653
Epoch: [9]  [4800/7393]  eta: 0:20:43  lr: 0.000010  loss: 18.1332 (18.5399)  loss_bbox: 0.1760 (0.1847)  loss_bbox_aux_0: 0.2002 (0.2005)  loss_bbox_aux_1: 0.1881 (0.1892)  loss_bbox_aux_2: 0.1790 (0.1866)  loss_bbox_aux_3: 0.1772 (0.1849)  loss_bbox_aux_4: 0.1795 (0.1849)  loss_bbox_aux_5: 0.2492 (0.2445)  loss_bbox_dn_0: 0.3610 (0.3427)  loss_bbox_dn_1: 0.2708 (0.2722)  loss_bbox_dn_2: 0.2367 (0.2526)  loss_bbox_dn_3: 0.2278 (0.2447)  loss_bbox_dn_4: 0.2276 (0.2420)  loss_bbox_dn_5: 0.2276 (0.2419)  loss_giou: 0.4945 (0.5409)  loss_giou_aux_0: 0.5458 (0.5698)  loss_giou_aux_1: 0.4975 (0.5500)  loss_giou_aux_2: 0.5059 (0.5449)  loss_giou_aux_3: 0.4892 (0.5419)  loss_giou_aux_4: 0.4948 (0.5411)  loss_giou_aux_5: 0.6014 (0.6466)  loss_giou_dn_0: 0.6558 (0.6854)  loss_giou_dn_1: 0.5459 (0.5812)  loss_giou_dn_2: 0.5127 (0.5559)  loss_giou_dn_3: 0.5057 (0.5475)  loss_giou_dn_4: 0.5024 (0.5451)  loss_giou_dn_5: 0.5033 (0.5452)  loss_vfl: 0.7400 (0.7507)  loss_vfl_aux_0: 0.8581 (0.8868)  loss_vfl_aux_1: 0.8148 (0.8373)  loss_vfl_aux_2: 0.7679 (0.7855)  loss_vfl_aux_3: 0.7687 (0.7625)  loss_vfl_aux_4: 0.7519 (0.7530)  loss_vfl_aux_5: 0.8383 (0.8627)  loss_vfl_dn_0: 0.4798 (0.4821)  loss_vfl_dn_1: 0.4199 (0.4306)  loss_vfl_dn_2: 0.4032 (0.4127)  loss_vfl_dn_3: 0.3949 (0.4052)  loss_vfl_dn_4: 0.3928 (0.4023)  loss_vfl_dn_5: 0.3931 (0.4019)  time: 0.4674  data: 0.0143  max mem: 5653
Epoch: [9]  [4900/7393]  eta: 0:19:54  lr: 0.000010  loss: 18.1249 (18.5323)  loss_bbox: 0.1669 (0.1847)  loss_bbox_aux_0: 0.1859 (0.2005)  loss_bbox_aux_1: 0.1781 (0.1891)  loss_bbox_aux_2: 0.1654 (0.1865)  loss_bbox_aux_3: 0.1673 (0.1848)  loss_bbox_aux_4: 0.1674 (0.1848)  loss_bbox_aux_5: 0.2314 (0.2444)  loss_bbox_dn_0: 0.3427 (0.3427)  loss_bbox_dn_1: 0.2621 (0.2722)  loss_bbox_dn_2: 0.2385 (0.2525)  loss_bbox_dn_3: 0.2268 (0.2447)  loss_bbox_dn_4: 0.2214 (0.2420)  loss_bbox_dn_5: 0.2210 (0.2419)  loss_giou: 0.5142 (0.5402)  loss_giou_aux_0: 0.5081 (0.5693)  loss_giou_aux_1: 0.5122 (0.5493)  loss_giou_aux_2: 0.5145 (0.5443)  loss_giou_aux_3: 0.5121 (0.5413)  loss_giou_aux_4: 0.5107 (0.5405)  loss_giou_aux_5: 0.6194 (0.6460)  loss_giou_dn_0: 0.6668 (0.6850)  loss_giou_dn_1: 0.5674 (0.5808)  loss_giou_dn_2: 0.5491 (0.5554)  loss_giou_dn_3: 0.5357 (0.5470)  loss_giou_dn_4: 0.5338 (0.5446)  loss_giou_dn_5: 0.5334 (0.5447)  loss_vfl: 0.7533 (0.7507)  loss_vfl_aux_0: 0.8879 (0.8867)  loss_vfl_aux_1: 0.8590 (0.8374)  loss_vfl_aux_2: 0.7989 (0.7855)  loss_vfl_aux_3: 0.7781 (0.7625)  loss_vfl_aux_4: 0.7506 (0.7530)  loss_vfl_aux_5: 0.8748 (0.8628)  loss_vfl_dn_0: 0.4822 (0.4821)  loss_vfl_dn_1: 0.4352 (0.4306)  loss_vfl_dn_2: 0.4160 (0.4126)  loss_vfl_dn_3: 0.4105 (0.4052)  loss_vfl_dn_4: 0.4051 (0.4023)  loss_vfl_dn_5: 0.4035 (0.4018)  time: 0.4758  data: 0.0139  max mem: 5653
Epoch: [9]  [5000/7393]  eta: 0:19:06  lr: 0.000010  loss: 18.3903 (18.5281)  loss_bbox: 0.1906 (0.1846)  loss_bbox_aux_0: 0.2095 (0.2004)  loss_bbox_aux_1: 0.1968 (0.1891)  loss_bbox_aux_2: 0.1850 (0.1864)  loss_bbox_aux_3: 0.1835 (0.1848)  loss_bbox_aux_4: 0.1885 (0.1847)  loss_bbox_aux_5: 0.2415 (0.2444)  loss_bbox_dn_0: 0.3688 (0.3428)  loss_bbox_dn_1: 0.2879 (0.2722)  loss_bbox_dn_2: 0.2738 (0.2525)  loss_bbox_dn_3: 0.2645 (0.2447)  loss_bbox_dn_4: 0.2624 (0.2420)  loss_bbox_dn_5: 0.2626 (0.2419)  loss_giou: 0.4784 (0.5398)  loss_giou_aux_0: 0.5232 (0.5689)  loss_giou_aux_1: 0.4973 (0.5489)  loss_giou_aux_2: 0.4835 (0.5438)  loss_giou_aux_3: 0.4779 (0.5408)  loss_giou_aux_4: 0.4796 (0.5400)  loss_giou_aux_5: 0.6013 (0.6456)  loss_giou_dn_0: 0.6481 (0.6847)  loss_giou_dn_1: 0.5467 (0.5805)  loss_giou_dn_2: 0.5160 (0.5551)  loss_giou_dn_3: 0.5088 (0.5467)  loss_giou_dn_4: 0.5061 (0.5443)  loss_giou_dn_5: 0.5060 (0.5444)  loss_vfl: 0.7217 (0.7508)  loss_vfl_aux_0: 0.8517 (0.8868)  loss_vfl_aux_1: 0.8179 (0.8375)  loss_vfl_aux_2: 0.7701 (0.7857)  loss_vfl_aux_3: 0.7333 (0.7626)  loss_vfl_aux_4: 0.7190 (0.7532)  loss_vfl_aux_5: 0.8253 (0.8631)  loss_vfl_dn_0: 0.4751 (0.4821)  loss_vfl_dn_1: 0.4318 (0.4306)  loss_vfl_dn_2: 0.4110 (0.4126)  loss_vfl_dn_3: 0.4022 (0.4051)  loss_vfl_dn_4: 0.4029 (0.4023)  loss_vfl_dn_5: 0.3997 (0.4018)  time: 0.4623  data: 0.0137  max mem: 5653
Epoch: [9]  [5100/7393]  eta: 0:18:18  lr: 0.000010  loss: 18.9459 (18.5304)  loss_bbox: 0.2105 (0.1845)  loss_bbox_aux_0: 0.2192 (0.2004)  loss_bbox_aux_1: 0.2124 (0.1890)  loss_bbox_aux_2: 0.2069 (0.1864)  loss_bbox_aux_3: 0.2084 (0.1847)  loss_bbox_aux_4: 0.2101 (0.1847)  loss_bbox_aux_5: 0.2657 (0.2443)  loss_bbox_dn_0: 0.3960 (0.3427)  loss_bbox_dn_1: 0.3232 (0.2721)  loss_bbox_dn_2: 0.2945 (0.2524)  loss_bbox_dn_3: 0.2759 (0.2446)  loss_bbox_dn_4: 0.2701 (0.2419)  loss_bbox_dn_5: 0.2703 (0.2418)  loss_giou: 0.5379 (0.5401)  loss_giou_aux_0: 0.5519 (0.5692)  loss_giou_aux_1: 0.5348 (0.5492)  loss_giou_aux_2: 0.5321 (0.5441)  loss_giou_aux_3: 0.5339 (0.5411)  loss_giou_aux_4: 0.5382 (0.5403)  loss_giou_aux_5: 0.6280 (0.6460)  loss_giou_dn_0: 0.6926 (0.6850)  loss_giou_dn_1: 0.5859 (0.5807)  loss_giou_dn_2: 0.5531 (0.5554)  loss_giou_dn_3: 0.5421 (0.5470)  loss_giou_dn_4: 0.5380 (0.5446)  loss_giou_dn_5: 0.5377 (0.5446)  loss_vfl: 0.7755 (0.7508)  loss_vfl_aux_0: 0.9004 (0.8868)  loss_vfl_aux_1: 0.8262 (0.8374)  loss_vfl_aux_2: 0.7864 (0.7856)  loss_vfl_aux_3: 0.7798 (0.7626)  loss_vfl_aux_4: 0.7737 (0.7531)  loss_vfl_aux_5: 0.8659 (0.8628)  loss_vfl_dn_0: 0.4863 (0.4821)  loss_vfl_dn_1: 0.4343 (0.4306)  loss_vfl_dn_2: 0.4240 (0.4126)  loss_vfl_dn_3: 0.4141 (0.4052)  loss_vfl_dn_4: 0.4096 (0.4023)  loss_vfl_dn_5: 0.4091 (0.4018)  time: 0.4573  data: 0.0138  max mem: 5653
Epoch: [9]  [5200/7393]  eta: 0:17:29  lr: 0.000010  loss: 17.9970 (18.5283)  loss_bbox: 0.1499 (0.1845)  loss_bbox_aux_0: 0.1747 (0.2003)  loss_bbox_aux_1: 0.1571 (0.1890)  loss_bbox_aux_2: 0.1553 (0.1863)  loss_bbox_aux_3: 0.1500 (0.1846)  loss_bbox_aux_4: 0.1503 (0.1846)  loss_bbox_aux_5: 0.2332 (0.2443)  loss_bbox_dn_0: 0.3281 (0.3426)  loss_bbox_dn_1: 0.2561 (0.2719)  loss_bbox_dn_2: 0.2360 (0.2523)  loss_bbox_dn_3: 0.2250 (0.2444)  loss_bbox_dn_4: 0.2208 (0.2418)  loss_bbox_dn_5: 0.2201 (0.2416)  loss_giou: 0.4992 (0.5400)  loss_giou_aux_0: 0.5316 (0.5691)  loss_giou_aux_1: 0.5224 (0.5491)  loss_giou_aux_2: 0.5178 (0.5440)  loss_giou_aux_3: 0.5120 (0.5410)  loss_giou_aux_4: 0.4991 (0.5402)  loss_giou_aux_5: 0.6098 (0.6460)  loss_giou_dn_0: 0.6433 (0.6849)  loss_giou_dn_1: 0.5330 (0.5806)  loss_giou_dn_2: 0.5079 (0.5553)  loss_giou_dn_3: 0.5016 (0.5469)  loss_giou_dn_4: 0.4994 (0.5445)  loss_giou_dn_5: 0.4995 (0.5446)  loss_vfl: 0.7706 (0.7509)  loss_vfl_aux_0: 0.8948 (0.8866)  loss_vfl_aux_1: 0.8551 (0.8374)  loss_vfl_aux_2: 0.7919 (0.7857)  loss_vfl_aux_3: 0.7656 (0.7626)  loss_vfl_aux_4: 0.7618 (0.7533)  loss_vfl_aux_5: 0.8934 (0.8627)  loss_vfl_dn_0: 0.4840 (0.4821)  loss_vfl_dn_1: 0.4317 (0.4306)  loss_vfl_dn_2: 0.4130 (0.4126)  loss_vfl_dn_3: 0.4060 (0.4052)  loss_vfl_dn_4: 0.4021 (0.4023)  loss_vfl_dn_5: 0.4024 (0.4018)  time: 0.4708  data: 0.0139  max mem: 5653
Epoch: [9]  [5300/7393]  eta: 0:16:41  lr: 0.000010  loss: 18.3601 (18.5289)  loss_bbox: 0.1726 (0.1845)  loss_bbox_aux_0: 0.1976 (0.2004)  loss_bbox_aux_1: 0.1854 (0.1890)  loss_bbox_aux_2: 0.1763 (0.1864)  loss_bbox_aux_3: 0.1797 (0.1847)  loss_bbox_aux_4: 0.1757 (0.1847)  loss_bbox_aux_5: 0.2536 (0.2444)  loss_bbox_dn_0: 0.3169 (0.3424)  loss_bbox_dn_1: 0.2557 (0.2718)  loss_bbox_dn_2: 0.2347 (0.2522)  loss_bbox_dn_3: 0.2317 (0.2443)  loss_bbox_dn_4: 0.2310 (0.2417)  loss_bbox_dn_5: 0.2310 (0.2415)  loss_giou: 0.5346 (0.5402)  loss_giou_aux_0: 0.5560 (0.5694)  loss_giou_aux_1: 0.5452 (0.5493)  loss_giou_aux_2: 0.5348 (0.5442)  loss_giou_aux_3: 0.5325 (0.5413)  loss_giou_aux_4: 0.5356 (0.5405)  loss_giou_aux_5: 0.6459 (0.6463)  loss_giou_dn_0: 0.6700 (0.6849)  loss_giou_dn_1: 0.5663 (0.5807)  loss_giou_dn_2: 0.5481 (0.5554)  loss_giou_dn_3: 0.5419 (0.5470)  loss_giou_dn_4: 0.5403 (0.5446)  loss_giou_dn_5: 0.5404 (0.5446)  loss_vfl: 0.7645 (0.7508)  loss_vfl_aux_0: 0.9011 (0.8865)  loss_vfl_aux_1: 0.8466 (0.8373)  loss_vfl_aux_2: 0.8069 (0.7857)  loss_vfl_aux_3: 0.7883 (0.7625)  loss_vfl_aux_4: 0.7694 (0.7531)  loss_vfl_aux_5: 0.8683 (0.8624)  loss_vfl_dn_0: 0.4771 (0.4820)  loss_vfl_dn_1: 0.4264 (0.4305)  loss_vfl_dn_2: 0.4048 (0.4125)  loss_vfl_dn_3: 0.3985 (0.4051)  loss_vfl_dn_4: 0.3960 (0.4022)  loss_vfl_dn_5: 0.3973 (0.4017)  time: 0.4651  data: 0.0142  max mem: 5653
Epoch: [9]  [5400/7393]  eta: 0:15:55  lr: 0.000010  loss: 18.3963 (18.5273)  loss_bbox: 0.1728 (0.1845)  loss_bbox_aux_0: 0.1932 (0.2003)  loss_bbox_aux_1: 0.1833 (0.1890)  loss_bbox_aux_2: 0.1801 (0.1864)  loss_bbox_aux_3: 0.1745 (0.1847)  loss_bbox_aux_4: 0.1737 (0.1847)  loss_bbox_aux_5: 0.2141 (0.2443)  loss_bbox_dn_0: 0.2969 (0.3423)  loss_bbox_dn_1: 0.2400 (0.2717)  loss_bbox_dn_2: 0.2173 (0.2521)  loss_bbox_dn_3: 0.2083 (0.2443)  loss_bbox_dn_4: 0.2086 (0.2416)  loss_bbox_dn_5: 0.2084 (0.2415)  loss_giou: 0.5342 (0.5402)  loss_giou_aux_0: 0.5640 (0.5693)  loss_giou_aux_1: 0.5526 (0.5492)  loss_giou_aux_2: 0.5457 (0.5442)  loss_giou_aux_3: 0.5395 (0.5412)  loss_giou_aux_4: 0.5365 (0.5404)  loss_giou_aux_5: 0.6243 (0.6462)  loss_giou_dn_0: 0.6881 (0.6847)  loss_giou_dn_1: 0.5879 (0.5806)  loss_giou_dn_2: 0.5637 (0.5553)  loss_giou_dn_3: 0.5522 (0.5469)  loss_giou_dn_4: 0.5510 (0.5445)  loss_giou_dn_5: 0.5519 (0.5445)  loss_vfl: 0.7337 (0.7508)  loss_vfl_aux_0: 0.8314 (0.8864)  loss_vfl_aux_1: 0.8547 (0.8373)  loss_vfl_aux_2: 0.8033 (0.7857)  loss_vfl_aux_3: 0.7478 (0.7625)  loss_vfl_aux_4: 0.7517 (0.7531)  loss_vfl_aux_5: 0.8147 (0.8625)  loss_vfl_dn_0: 0.4878 (0.4821)  loss_vfl_dn_1: 0.4335 (0.4305)  loss_vfl_dn_2: 0.4218 (0.4126)  loss_vfl_dn_3: 0.4170 (0.4051)  loss_vfl_dn_4: 0.4142 (0.4022)  loss_vfl_dn_5: 0.4149 (0.4017)  time: 0.7096  data: 0.0141  max mem: 5653
Epoch: [9]  [5500/7393]  eta: 0:15:07  lr: 0.000010  loss: 18.2809 (18.5238)  loss_bbox: 0.1666 (0.1845)  loss_bbox_aux_0: 0.1793 (0.2002)  loss_bbox_aux_1: 0.1711 (0.1890)  loss_bbox_aux_2: 0.1679 (0.1864)  loss_bbox_aux_3: 0.1636 (0.1847)  loss_bbox_aux_4: 0.1713 (0.1846)  loss_bbox_aux_5: 0.2175 (0.2442)  loss_bbox_dn_0: 0.3111 (0.3422)  loss_bbox_dn_1: 0.2431 (0.2716)  loss_bbox_dn_2: 0.2219 (0.2520)  loss_bbox_dn_3: 0.2164 (0.2442)  loss_bbox_dn_4: 0.2159 (0.2415)  loss_bbox_dn_5: 0.2148 (0.2414)  loss_giou: 0.5361 (0.5400)  loss_giou_aux_0: 0.5794 (0.5692)  loss_giou_aux_1: 0.5542 (0.5491)  loss_giou_aux_2: 0.5486 (0.5440)  loss_giou_aux_3: 0.5445 (0.5410)  loss_giou_aux_4: 0.5436 (0.5402)  loss_giou_aux_5: 0.6320 (0.6460)  loss_giou_dn_0: 0.6863 (0.6846)  loss_giou_dn_1: 0.5965 (0.5805)  loss_giou_dn_2: 0.5707 (0.5551)  loss_giou_dn_3: 0.5619 (0.5467)  loss_giou_dn_4: 0.5611 (0.5443)  loss_giou_dn_5: 0.5622 (0.5444)  loss_vfl: 0.7493 (0.7508)  loss_vfl_aux_0: 0.8933 (0.8863)  loss_vfl_aux_1: 0.8564 (0.8371)  loss_vfl_aux_2: 0.8101 (0.7857)  loss_vfl_aux_3: 0.7643 (0.7625)  loss_vfl_aux_4: 0.7482 (0.7531)  loss_vfl_aux_5: 0.8872 (0.8625)  loss_vfl_dn_0: 0.4768 (0.4821)  loss_vfl_dn_1: 0.4284 (0.4305)  loss_vfl_dn_2: 0.4122 (0.4126)  loss_vfl_dn_3: 0.4003 (0.4051)  loss_vfl_dn_4: 0.3971 (0.4022)  loss_vfl_dn_5: 0.3985 (0.4017)  time: 0.4713  data: 0.0144  max mem: 5653
Epoch: [9]  [5600/7393]  eta: 0:14:18  lr: 0.000010  loss: 18.1738 (18.5240)  loss_bbox: 0.1709 (0.1845)  loss_bbox_aux_0: 0.1847 (0.2003)  loss_bbox_aux_1: 0.1680 (0.1891)  loss_bbox_aux_2: 0.1670 (0.1864)  loss_bbox_aux_3: 0.1687 (0.1847)  loss_bbox_aux_4: 0.1696 (0.1846)  loss_bbox_aux_5: 0.2234 (0.2443)  loss_bbox_dn_0: 0.3340 (0.3423)  loss_bbox_dn_1: 0.2663 (0.2718)  loss_bbox_dn_2: 0.2478 (0.2521)  loss_bbox_dn_3: 0.2370 (0.2443)  loss_bbox_dn_4: 0.2303 (0.2417)  loss_bbox_dn_5: 0.2301 (0.2415)  loss_giou: 0.5303 (0.5398)  loss_giou_aux_0: 0.5562 (0.5690)  loss_giou_aux_1: 0.5358 (0.5489)  loss_giou_aux_2: 0.5386 (0.5438)  loss_giou_aux_3: 0.5303 (0.5408)  loss_giou_aux_4: 0.5270 (0.5400)  loss_giou_aux_5: 0.6438 (0.6458)  loss_giou_dn_0: 0.6719 (0.6845)  loss_giou_dn_1: 0.5781 (0.5804)  loss_giou_dn_2: 0.5565 (0.5550)  loss_giou_dn_3: 0.5555 (0.5466)  loss_giou_dn_4: 0.5547 (0.5442)  loss_giou_dn_5: 0.5545 (0.5443)  loss_vfl: 0.7220 (0.7509)  loss_vfl_aux_0: 0.8861 (0.8863)  loss_vfl_aux_1: 0.8286 (0.8372)  loss_vfl_aux_2: 0.7755 (0.7859)  loss_vfl_aux_3: 0.7467 (0.7626)  loss_vfl_aux_4: 0.7305 (0.7533)  loss_vfl_aux_5: 0.8674 (0.8627)  loss_vfl_dn_0: 0.4840 (0.4821)  loss_vfl_dn_1: 0.4313 (0.4305)  loss_vfl_dn_2: 0.4118 (0.4126)  loss_vfl_dn_3: 0.4026 (0.4051)  loss_vfl_dn_4: 0.3987 (0.4022)  loss_vfl_dn_5: 0.3988 (0.4017)  time: 0.4638  data: 0.0138  max mem: 5653
Epoch: [9]  [5700/7393]  eta: 0:13:30  lr: 0.000010  loss: 18.2789 (18.5246)  loss_bbox: 0.1621 (0.1845)  loss_bbox_aux_0: 0.1776 (0.2003)  loss_bbox_aux_1: 0.1673 (0.1890)  loss_bbox_aux_2: 0.1625 (0.1864)  loss_bbox_aux_3: 0.1615 (0.1847)  loss_bbox_aux_4: 0.1622 (0.1846)  loss_bbox_aux_5: 0.2190 (0.2442)  loss_bbox_dn_0: 0.3094 (0.3421)  loss_bbox_dn_1: 0.2510 (0.2716)  loss_bbox_dn_2: 0.2260 (0.2520)  loss_bbox_dn_3: 0.2215 (0.2442)  loss_bbox_dn_4: 0.2160 (0.2416)  loss_bbox_dn_5: 0.2161 (0.2414)  loss_giou: 0.5489 (0.5400)  loss_giou_aux_0: 0.5785 (0.5692)  loss_giou_aux_1: 0.5551 (0.5490)  loss_giou_aux_2: 0.5447 (0.5440)  loss_giou_aux_3: 0.5528 (0.5410)  loss_giou_aux_4: 0.5519 (0.5402)  loss_giou_aux_5: 0.6490 (0.6459)  loss_giou_dn_0: 0.6985 (0.6845)  loss_giou_dn_1: 0.5922 (0.5805)  loss_giou_dn_2: 0.5679 (0.5552)  loss_giou_dn_3: 0.5626 (0.5467)  loss_giou_dn_4: 0.5605 (0.5444)  loss_giou_dn_5: 0.5611 (0.5445)  loss_vfl: 0.7127 (0.7508)  loss_vfl_aux_0: 0.8275 (0.8862)  loss_vfl_aux_1: 0.8159 (0.8372)  loss_vfl_aux_2: 0.7365 (0.7858)  loss_vfl_aux_3: 0.7348 (0.7626)  loss_vfl_aux_4: 0.7162 (0.7532)  loss_vfl_aux_5: 0.7998 (0.8627)  loss_vfl_dn_0: 0.4802 (0.4821)  loss_vfl_dn_1: 0.4254 (0.4305)  loss_vfl_dn_2: 0.4090 (0.4126)  loss_vfl_dn_3: 0.4029 (0.4051)  loss_vfl_dn_4: 0.3992 (0.4022)  loss_vfl_dn_5: 0.3980 (0.4017)  time: 0.4606  data: 0.0141  max mem: 5653
Epoch: [9]  [5800/7393]  eta: 0:12:42  lr: 0.000010  loss: 18.7498 (18.5230)  loss_bbox: 0.1792 (0.1845)  loss_bbox_aux_0: 0.2040 (0.2002)  loss_bbox_aux_1: 0.1916 (0.1890)  loss_bbox_aux_2: 0.1839 (0.1863)  loss_bbox_aux_3: 0.1816 (0.1846)  loss_bbox_aux_4: 0.1795 (0.1846)  loss_bbox_aux_5: 0.2380 (0.2441)  loss_bbox_dn_0: 0.3242 (0.3421)  loss_bbox_dn_1: 0.2539 (0.2716)  loss_bbox_dn_2: 0.2375 (0.2520)  loss_bbox_dn_3: 0.2352 (0.2442)  loss_bbox_dn_4: 0.2341 (0.2416)  loss_bbox_dn_5: 0.2339 (0.2414)  loss_giou: 0.5025 (0.5399)  loss_giou_aux_0: 0.5268 (0.5691)  loss_giou_aux_1: 0.4963 (0.5489)  loss_giou_aux_2: 0.5069 (0.5439)  loss_giou_aux_3: 0.5109 (0.5409)  loss_giou_aux_4: 0.5096 (0.5401)  loss_giou_aux_5: 0.6090 (0.6457)  loss_giou_dn_0: 0.6478 (0.6845)  loss_giou_dn_1: 0.5422 (0.5804)  loss_giou_dn_2: 0.5213 (0.5551)  loss_giou_dn_3: 0.5073 (0.5467)  loss_giou_dn_4: 0.5048 (0.5443)  loss_giou_dn_5: 0.5049 (0.5444)  loss_vfl: 0.7443 (0.7509)  loss_vfl_aux_0: 0.8646 (0.8862)  loss_vfl_aux_1: 0.8199 (0.8372)  loss_vfl_aux_2: 0.7586 (0.7858)  loss_vfl_aux_3: 0.7479 (0.7626)  loss_vfl_aux_4: 0.7519 (0.7532)  loss_vfl_aux_5: 0.8685 (0.8628)  loss_vfl_dn_0: 0.4807 (0.4821)  loss_vfl_dn_1: 0.4345 (0.4305)  loss_vfl_dn_2: 0.4194 (0.4126)  loss_vfl_dn_3: 0.4103 (0.4051)  loss_vfl_dn_4: 0.4064 (0.4022)  loss_vfl_dn_5: 0.4072 (0.4017)  time: 0.4616  data: 0.0137  max mem: 5653
Epoch: [9]  [5900/7393]  eta: 0:11:54  lr: 0.000010  loss: 18.8737 (18.5205)  loss_bbox: 0.1871 (0.1844)  loss_bbox_aux_0: 0.1927 (0.2002)  loss_bbox_aux_1: 0.1787 (0.1889)  loss_bbox_aux_2: 0.1863 (0.1862)  loss_bbox_aux_3: 0.1885 (0.1846)  loss_bbox_aux_4: 0.1878 (0.1845)  loss_bbox_aux_5: 0.2451 (0.2441)  loss_bbox_dn_0: 0.2873 (0.3418)  loss_bbox_dn_1: 0.2337 (0.2714)  loss_bbox_dn_2: 0.2216 (0.2518)  loss_bbox_dn_3: 0.2119 (0.2439)  loss_bbox_dn_4: 0.2089 (0.2413)  loss_bbox_dn_5: 0.2091 (0.2412)  loss_giou: 0.5486 (0.5403)  loss_giou_aux_0: 0.5730 (0.5694)  loss_giou_aux_1: 0.5622 (0.5493)  loss_giou_aux_2: 0.5568 (0.5442)  loss_giou_aux_3: 0.5485 (0.5413)  loss_giou_aux_4: 0.5481 (0.5405)  loss_giou_aux_5: 0.6681 (0.6461)  loss_giou_dn_0: 0.6765 (0.6846)  loss_giou_dn_1: 0.5841 (0.5805)  loss_giou_dn_2: 0.5602 (0.5552)  loss_giou_dn_3: 0.5524 (0.5468)  loss_giou_dn_4: 0.5531 (0.5444)  loss_giou_dn_5: 0.5537 (0.5445)  loss_vfl: 0.7283 (0.7505)  loss_vfl_aux_0: 0.8176 (0.8855)  loss_vfl_aux_1: 0.7909 (0.8366)  loss_vfl_aux_2: 0.7603 (0.7854)  loss_vfl_aux_3: 0.7349 (0.7622)  loss_vfl_aux_4: 0.7238 (0.7528)  loss_vfl_aux_5: 0.8126 (0.8623)  loss_vfl_dn_0: 0.4747 (0.4821)  loss_vfl_dn_1: 0.4270 (0.4305)  loss_vfl_dn_2: 0.4093 (0.4125)  loss_vfl_dn_3: 0.4033 (0.4050)  loss_vfl_dn_4: 0.4002 (0.4021)  loss_vfl_dn_5: 0.3981 (0.4016)  time: 0.4680  data: 0.0136  max mem: 5653
Epoch: [9]  [6000/7393]  eta: 0:11:06  lr: 0.000010  loss: 17.8428 (18.5156)  loss_bbox: 0.1704 (0.1844)  loss_bbox_aux_0: 0.1822 (0.2002)  loss_bbox_aux_1: 0.1736 (0.1889)  loss_bbox_aux_2: 0.1739 (0.1862)  loss_bbox_aux_3: 0.1728 (0.1845)  loss_bbox_aux_4: 0.1705 (0.1845)  loss_bbox_aux_5: 0.2381 (0.2440)  loss_bbox_dn_0: 0.3262 (0.3417)  loss_bbox_dn_1: 0.2575 (0.2713)  loss_bbox_dn_2: 0.2317 (0.2517)  loss_bbox_dn_3: 0.2149 (0.2438)  loss_bbox_dn_4: 0.2115 (0.2412)  loss_bbox_dn_5: 0.2114 (0.2410)  loss_giou: 0.5152 (0.5400)  loss_giou_aux_0: 0.5243 (0.5692)  loss_giou_aux_1: 0.5235 (0.5491)  loss_giou_aux_2: 0.5166 (0.5440)  loss_giou_aux_3: 0.5262 (0.5410)  loss_giou_aux_4: 0.5199 (0.5403)  loss_giou_aux_5: 0.6049 (0.6458)  loss_giou_dn_0: 0.6671 (0.6844)  loss_giou_dn_1: 0.5660 (0.5804)  loss_giou_dn_2: 0.5373 (0.5550)  loss_giou_dn_3: 0.5282 (0.5466)  loss_giou_dn_4: 0.5257 (0.5442)  loss_giou_dn_5: 0.5256 (0.5443)  loss_vfl: 0.7539 (0.7504)  loss_vfl_aux_0: 0.9140 (0.8855)  loss_vfl_aux_1: 0.8497 (0.8365)  loss_vfl_aux_2: 0.7888 (0.7853)  loss_vfl_aux_3: 0.7423 (0.7620)  loss_vfl_aux_4: 0.7549 (0.7527)  loss_vfl_aux_5: 0.8738 (0.8623)  loss_vfl_dn_0: 0.4854 (0.4820)  loss_vfl_dn_1: 0.4267 (0.4304)  loss_vfl_dn_2: 0.4089 (0.4124)  loss_vfl_dn_3: 0.4011 (0.4050)  loss_vfl_dn_4: 0.3982 (0.4021)  loss_vfl_dn_5: 0.3970 (0.4016)  time: 0.4740  data: 0.0140  max mem: 5653
Epoch: [9]  [6100/7393]  eta: 0:10:18  lr: 0.000010  loss: 18.7234 (18.5128)  loss_bbox: 0.1803 (0.1842)  loss_bbox_aux_0: 0.1920 (0.2000)  loss_bbox_aux_1: 0.1823 (0.1887)  loss_bbox_aux_2: 0.1748 (0.1860)  loss_bbox_aux_3: 0.1808 (0.1844)  loss_bbox_aux_4: 0.1803 (0.1843)  loss_bbox_aux_5: 0.2403 (0.2438)  loss_bbox_dn_0: 0.3103 (0.3416)  loss_bbox_dn_1: 0.2481 (0.2712)  loss_bbox_dn_2: 0.2251 (0.2515)  loss_bbox_dn_3: 0.2218 (0.2437)  loss_bbox_dn_4: 0.2170 (0.2411)  loss_bbox_dn_5: 0.2171 (0.2409)  loss_giou: 0.5415 (0.5398)  loss_giou_aux_0: 0.5602 (0.5689)  loss_giou_aux_1: 0.5561 (0.5488)  loss_giou_aux_2: 0.5488 (0.5437)  loss_giou_aux_3: 0.5548 (0.5408)  loss_giou_aux_4: 0.5419 (0.5400)  loss_giou_aux_5: 0.6420 (0.6456)  loss_giou_dn_0: 0.6946 (0.6842)  loss_giou_dn_1: 0.5840 (0.5802)  loss_giou_dn_2: 0.5555 (0.5548)  loss_giou_dn_3: 0.5470 (0.5464)  loss_giou_dn_4: 0.5427 (0.5440)  loss_giou_dn_5: 0.5429 (0.5441)  loss_vfl: 0.7546 (0.7506)  loss_vfl_aux_0: 0.8729 (0.8856)  loss_vfl_aux_1: 0.8412 (0.8367)  loss_vfl_aux_2: 0.7893 (0.7854)  loss_vfl_aux_3: 0.7601 (0.7623)  loss_vfl_aux_4: 0.7581 (0.7530)  loss_vfl_aux_5: 0.8613 (0.8625)  loss_vfl_dn_0: 0.4834 (0.4821)  loss_vfl_dn_1: 0.4381 (0.4305)  loss_vfl_dn_2: 0.4197 (0.4125)  loss_vfl_dn_3: 0.4121 (0.4050)  loss_vfl_dn_4: 0.4101 (0.4021)  loss_vfl_dn_5: 0.4118 (0.4016)  time: 0.4623  data: 0.0141  max mem: 5653
Epoch: [9]  [6200/7393]  eta: 0:09:30  lr: 0.000010  loss: 18.7398 (18.5123)  loss_bbox: 0.1950 (0.1842)  loss_bbox_aux_0: 0.2101 (0.2000)  loss_bbox_aux_1: 0.2007 (0.1887)  loss_bbox_aux_2: 0.1947 (0.1860)  loss_bbox_aux_3: 0.1953 (0.1843)  loss_bbox_aux_4: 0.1955 (0.1843)  loss_bbox_aux_5: 0.2578 (0.2439)  loss_bbox_dn_0: 0.3439 (0.3417)  loss_bbox_dn_1: 0.2751 (0.2713)  loss_bbox_dn_2: 0.2538 (0.2516)  loss_bbox_dn_3: 0.2430 (0.2437)  loss_bbox_dn_4: 0.2421 (0.2411)  loss_bbox_dn_5: 0.2420 (0.2410)  loss_giou: 0.4904 (0.5396)  loss_giou_aux_0: 0.5207 (0.5688)  loss_giou_aux_1: 0.4913 (0.5487)  loss_giou_aux_2: 0.4887 (0.5436)  loss_giou_aux_3: 0.4824 (0.5407)  loss_giou_aux_4: 0.4823 (0.5399)  loss_giou_aux_5: 0.5832 (0.6455)  loss_giou_dn_0: 0.6709 (0.6841)  loss_giou_dn_1: 0.5779 (0.5802)  loss_giou_dn_2: 0.5469 (0.5548)  loss_giou_dn_3: 0.5382 (0.5464)  loss_giou_dn_4: 0.5371 (0.5440)  loss_giou_dn_5: 0.5369 (0.5441)  loss_vfl: 0.7380 (0.7508)  loss_vfl_aux_0: 0.9076 (0.8857)  loss_vfl_aux_1: 0.8455 (0.8367)  loss_vfl_aux_2: 0.8026 (0.7855)  loss_vfl_aux_3: 0.7653 (0.7624)  loss_vfl_aux_4: 0.7535 (0.7532)  loss_vfl_aux_5: 0.8830 (0.8625)  loss_vfl_dn_0: 0.4917 (0.4821)  loss_vfl_dn_1: 0.4225 (0.4304)  loss_vfl_dn_2: 0.4042 (0.4125)  loss_vfl_dn_3: 0.3985 (0.4050)  loss_vfl_dn_4: 0.3963 (0.4021)  loss_vfl_dn_5: 0.3984 (0.4016)  time: 0.4648  data: 0.0140  max mem: 5653
Epoch: [9]  [6300/7393]  eta: 0:08:43  lr: 0.000010  loss: 18.3726 (18.5129)  loss_bbox: 0.1763 (0.1843)  loss_bbox_aux_0: 0.1825 (0.2000)  loss_bbox_aux_1: 0.1790 (0.1887)  loss_bbox_aux_2: 0.1714 (0.1860)  loss_bbox_aux_3: 0.1756 (0.1844)  loss_bbox_aux_4: 0.1774 (0.1843)  loss_bbox_aux_5: 0.2376 (0.2440)  loss_bbox_dn_0: 0.3085 (0.3416)  loss_bbox_dn_1: 0.2503 (0.2712)  loss_bbox_dn_2: 0.2312 (0.2516)  loss_bbox_dn_3: 0.2233 (0.2437)  loss_bbox_dn_4: 0.2229 (0.2411)  loss_bbox_dn_5: 0.2229 (0.2410)  loss_giou: 0.5548 (0.5398)  loss_giou_aux_0: 0.5719 (0.5689)  loss_giou_aux_1: 0.5629 (0.5488)  loss_giou_aux_2: 0.5572 (0.5437)  loss_giou_aux_3: 0.5550 (0.5408)  loss_giou_aux_4: 0.5526 (0.5400)  loss_giou_aux_5: 0.6486 (0.6456)  loss_giou_dn_0: 0.7014 (0.6841)  loss_giou_dn_1: 0.5934 (0.5801)  loss_giou_dn_2: 0.5729 (0.5548)  loss_giou_dn_3: 0.5657 (0.5463)  loss_giou_dn_4: 0.5642 (0.5439)  loss_giou_dn_5: 0.5641 (0.5440)  loss_vfl: 0.7315 (0.7507)  loss_vfl_aux_0: 0.8943 (0.8858)  loss_vfl_aux_1: 0.8307 (0.8368)  loss_vfl_aux_2: 0.7560 (0.7855)  loss_vfl_aux_3: 0.7445 (0.7624)  loss_vfl_aux_4: 0.7388 (0.7531)  loss_vfl_aux_5: 0.8410 (0.8625)  loss_vfl_dn_0: 0.4763 (0.4821)  loss_vfl_dn_1: 0.4331 (0.4304)  loss_vfl_dn_2: 0.4142 (0.4125)  loss_vfl_dn_3: 0.4118 (0.4050)  loss_vfl_dn_4: 0.4102 (0.4021)  loss_vfl_dn_5: 0.4084 (0.4016)  time: 0.4715  data: 0.0141  max mem: 5653
Epoch: [9]  [6400/7393]  eta: 0:07:55  lr: 0.000010  loss: 18.3138 (18.5123)  loss_bbox: 0.1912 (0.1843)  loss_bbox_aux_0: 0.2142 (0.2000)  loss_bbox_aux_1: 0.1995 (0.1887)  loss_bbox_aux_2: 0.1998 (0.1861)  loss_bbox_aux_3: 0.1939 (0.1844)  loss_bbox_aux_4: 0.1954 (0.1844)  loss_bbox_aux_5: 0.2636 (0.2440)  loss_bbox_dn_0: 0.3653 (0.3417)  loss_bbox_dn_1: 0.2909 (0.2712)  loss_bbox_dn_2: 0.2694 (0.2516)  loss_bbox_dn_3: 0.2514 (0.2437)  loss_bbox_dn_4: 0.2480 (0.2411)  loss_bbox_dn_5: 0.2481 (0.2410)  loss_giou: 0.4912 (0.5398)  loss_giou_aux_0: 0.5198 (0.5688)  loss_giou_aux_1: 0.5022 (0.5487)  loss_giou_aux_2: 0.4870 (0.5437)  loss_giou_aux_3: 0.4865 (0.5408)  loss_giou_aux_4: 0.4825 (0.5400)  loss_giou_aux_5: 0.5971 (0.6455)  loss_giou_dn_0: 0.6661 (0.6841)  loss_giou_dn_1: 0.5567 (0.5801)  loss_giou_dn_2: 0.5299 (0.5547)  loss_giou_dn_3: 0.5165 (0.5463)  loss_giou_dn_4: 0.5125 (0.5439)  loss_giou_dn_5: 0.5118 (0.5440)  loss_vfl: 0.7143 (0.7506)  loss_vfl_aux_0: 0.8706 (0.8857)  loss_vfl_aux_1: 0.8016 (0.8367)  loss_vfl_aux_2: 0.7350 (0.7854)  loss_vfl_aux_3: 0.7356 (0.7623)  loss_vfl_aux_4: 0.7261 (0.7530)  loss_vfl_aux_5: 0.8236 (0.8625)  loss_vfl_dn_0: 0.4743 (0.4821)  loss_vfl_dn_1: 0.4256 (0.4305)  loss_vfl_dn_2: 0.4030 (0.4125)  loss_vfl_dn_3: 0.3934 (0.4050)  loss_vfl_dn_4: 0.3912 (0.4021)  loss_vfl_dn_5: 0.3892 (0.4016)  time: 0.4632  data: 0.0141  max mem: 5653
Epoch: [9]  [6500/7393]  eta: 0:07:07  lr: 0.000010  loss: 18.4937 (18.5117)  loss_bbox: 0.1799 (0.1843)  loss_bbox_aux_0: 0.1953 (0.2000)  loss_bbox_aux_1: 0.1827 (0.1887)  loss_bbox_aux_2: 0.1773 (0.1861)  loss_bbox_aux_3: 0.1784 (0.1844)  loss_bbox_aux_4: 0.1795 (0.1844)  loss_bbox_aux_5: 0.2421 (0.2440)  loss_bbox_dn_0: 0.3128 (0.3418)  loss_bbox_dn_1: 0.2483 (0.2713)  loss_bbox_dn_2: 0.2217 (0.2517)  loss_bbox_dn_3: 0.2144 (0.2438)  loss_bbox_dn_4: 0.2133 (0.2412)  loss_bbox_dn_5: 0.2130 (0.2410)  loss_giou: 0.4860 (0.5396)  loss_giou_aux_0: 0.4969 (0.5686)  loss_giou_aux_1: 0.4825 (0.5486)  loss_giou_aux_2: 0.4840 (0.5435)  loss_giou_aux_3: 0.4779 (0.5406)  loss_giou_aux_4: 0.4860 (0.5398)  loss_giou_aux_5: 0.5868 (0.6453)  loss_giou_dn_0: 0.6747 (0.6840)  loss_giou_dn_1: 0.5695 (0.5800)  loss_giou_dn_2: 0.5396 (0.5546)  loss_giou_dn_3: 0.5300 (0.5461)  loss_giou_dn_4: 0.5263 (0.5437)  loss_giou_dn_5: 0.5258 (0.5438)  loss_vfl: 0.7357 (0.7508)  loss_vfl_aux_0: 0.8824 (0.8859)  loss_vfl_aux_1: 0.8186 (0.8367)  loss_vfl_aux_2: 0.7622 (0.7856)  loss_vfl_aux_3: 0.7499 (0.7624)  loss_vfl_aux_4: 0.7399 (0.7532)  loss_vfl_aux_5: 0.8379 (0.8627)  loss_vfl_dn_0: 0.4799 (0.4821)  loss_vfl_dn_1: 0.4336 (0.4304)  loss_vfl_dn_2: 0.4182 (0.4125)  loss_vfl_dn_3: 0.4127 (0.4050)  loss_vfl_dn_4: 0.4080 (0.4021)  loss_vfl_dn_5: 0.4058 (0.4016)  time: 0.4872  data: 0.0140  max mem: 5653
Epoch: [9]  [6600/7393]  eta: 0:06:19  lr: 0.000010  loss: 18.6305 (18.5112)  loss_bbox: 0.1837 (0.1843)  loss_bbox_aux_0: 0.2040 (0.1999)  loss_bbox_aux_1: 0.1860 (0.1887)  loss_bbox_aux_2: 0.1866 (0.1860)  loss_bbox_aux_3: 0.1843 (0.1844)  loss_bbox_aux_4: 0.1826 (0.1844)  loss_bbox_aux_5: 0.2445 (0.2439)  loss_bbox_dn_0: 0.3428 (0.3416)  loss_bbox_dn_1: 0.2703 (0.2712)  loss_bbox_dn_2: 0.2451 (0.2516)  loss_bbox_dn_3: 0.2359 (0.2437)  loss_bbox_dn_4: 0.2325 (0.2411)  loss_bbox_dn_5: 0.2316 (0.2409)  loss_giou: 0.5642 (0.5397)  loss_giou_aux_0: 0.5976 (0.5687)  loss_giou_aux_1: 0.5665 (0.5487)  loss_giou_aux_2: 0.5597 (0.5436)  loss_giou_aux_3: 0.5689 (0.5407)  loss_giou_aux_4: 0.5588 (0.5399)  loss_giou_aux_5: 0.6767 (0.6454)  loss_giou_dn_0: 0.7073 (0.6840)  loss_giou_dn_1: 0.5966 (0.5800)  loss_giou_dn_2: 0.5644 (0.5546)  loss_giou_dn_3: 0.5573 (0.5462)  loss_giou_dn_4: 0.5529 (0.5438)  loss_giou_dn_5: 0.5527 (0.5439)  loss_vfl: 0.7156 (0.7507)  loss_vfl_aux_0: 0.8620 (0.8858)  loss_vfl_aux_1: 0.8059 (0.8366)  loss_vfl_aux_2: 0.7379 (0.7856)  loss_vfl_aux_3: 0.7302 (0.7623)  loss_vfl_aux_4: 0.7157 (0.7531)  loss_vfl_aux_5: 0.8206 (0.8627)  loss_vfl_dn_0: 0.4810 (0.4821)  loss_vfl_dn_1: 0.4281 (0.4304)  loss_vfl_dn_2: 0.4110 (0.4124)  loss_vfl_dn_3: 0.4039 (0.4049)  loss_vfl_dn_4: 0.4013 (0.4021)  loss_vfl_dn_5: 0.4037 (0.4016)  time: 0.4661  data: 0.0137  max mem: 5653
Epoch: [9]  [6700/7393]  eta: 0:05:31  lr: 0.000010  loss: 18.0596 (18.5067)  loss_bbox: 0.1690 (0.1842)  loss_bbox_aux_0: 0.1925 (0.1998)  loss_bbox_aux_1: 0.1821 (0.1887)  loss_bbox_aux_2: 0.1786 (0.1860)  loss_bbox_aux_3: 0.1696 (0.1844)  loss_bbox_aux_4: 0.1760 (0.1843)  loss_bbox_aux_5: 0.2286 (0.2438)  loss_bbox_dn_0: 0.3389 (0.3414)  loss_bbox_dn_1: 0.2652 (0.2710)  loss_bbox_dn_2: 0.2473 (0.2514)  loss_bbox_dn_3: 0.2366 (0.2435)  loss_bbox_dn_4: 0.2327 (0.2409)  loss_bbox_dn_5: 0.2325 (0.2408)  loss_giou: 0.5235 (0.5397)  loss_giou_aux_0: 0.5542 (0.5687)  loss_giou_aux_1: 0.5230 (0.5487)  loss_giou_aux_2: 0.5380 (0.5436)  loss_giou_aux_3: 0.5194 (0.5408)  loss_giou_aux_4: 0.5229 (0.5399)  loss_giou_aux_5: 0.6254 (0.6453)  loss_giou_dn_0: 0.6666 (0.6840)  loss_giou_dn_1: 0.5656 (0.5800)  loss_giou_dn_2: 0.5353 (0.5547)  loss_giou_dn_3: 0.5299 (0.5462)  loss_giou_dn_4: 0.5267 (0.5438)  loss_giou_dn_5: 0.5265 (0.5439)  loss_vfl: 0.7366 (0.7503)  loss_vfl_aux_0: 0.8691 (0.8854)  loss_vfl_aux_1: 0.8071 (0.8360)  loss_vfl_aux_2: 0.7524 (0.7852)  loss_vfl_aux_3: 0.7419 (0.7619)  loss_vfl_aux_4: 0.7271 (0.7527)  loss_vfl_aux_5: 0.8402 (0.8624)  loss_vfl_dn_0: 0.4798 (0.4820)  loss_vfl_dn_1: 0.4255 (0.4303)  loss_vfl_dn_2: 0.4080 (0.4123)  loss_vfl_dn_3: 0.4012 (0.4048)  loss_vfl_dn_4: 0.3983 (0.4020)  loss_vfl_dn_5: 0.3988 (0.4015)  time: 0.4730  data: 0.0137  max mem: 5653
Epoch: [9]  [6800/7393]  eta: 0:04:43  lr: 0.000010  loss: 18.8816 (18.5044)  loss_bbox: 0.1726 (0.1842)  loss_bbox_aux_0: 0.1861 (0.1998)  loss_bbox_aux_1: 0.1758 (0.1886)  loss_bbox_aux_2: 0.1749 (0.1859)  loss_bbox_aux_3: 0.1720 (0.1843)  loss_bbox_aux_4: 0.1727 (0.1842)  loss_bbox_aux_5: 0.2266 (0.2437)  loss_bbox_dn_0: 0.3405 (0.3412)  loss_bbox_dn_1: 0.2538 (0.2708)  loss_bbox_dn_2: 0.2348 (0.2512)  loss_bbox_dn_3: 0.2280 (0.2433)  loss_bbox_dn_4: 0.2258 (0.2407)  loss_bbox_dn_5: 0.2256 (0.2406)  loss_giou: 0.5835 (0.5397)  loss_giou_aux_0: 0.6039 (0.5687)  loss_giou_aux_1: 0.5767 (0.5487)  loss_giou_aux_2: 0.5807 (0.5436)  loss_giou_aux_3: 0.5834 (0.5408)  loss_giou_aux_4: 0.5877 (0.5399)  loss_giou_aux_5: 0.6673 (0.6453)  loss_giou_dn_0: 0.6890 (0.6840)  loss_giou_dn_1: 0.5949 (0.5800)  loss_giou_dn_2: 0.5643 (0.5546)  loss_giou_dn_3: 0.5591 (0.5462)  loss_giou_dn_4: 0.5578 (0.5438)  loss_giou_dn_5: 0.5560 (0.5439)  loss_vfl: 0.7248 (0.7503)  loss_vfl_aux_0: 0.8558 (0.8853)  loss_vfl_aux_1: 0.8277 (0.8359)  loss_vfl_aux_2: 0.7601 (0.7852)  loss_vfl_aux_3: 0.7330 (0.7619)  loss_vfl_aux_4: 0.7356 (0.7527)  loss_vfl_aux_5: 0.8445 (0.8623)  loss_vfl_dn_0: 0.4829 (0.4820)  loss_vfl_dn_1: 0.4318 (0.4303)  loss_vfl_dn_2: 0.4143 (0.4123)  loss_vfl_dn_3: 0.4095 (0.4048)  loss_vfl_dn_4: 0.4063 (0.4020)  loss_vfl_dn_5: 0.4028 (0.4015)  time: 0.4846  data: 0.0140  max mem: 5653
Epoch: [9]  [6900/7393]  eta: 0:03:55  lr: 0.000010  loss: 17.5288 (18.5030)  loss_bbox: 0.1633 (0.1841)  loss_bbox_aux_0: 0.1880 (0.1997)  loss_bbox_aux_1: 0.1748 (0.1886)  loss_bbox_aux_2: 0.1687 (0.1858)  loss_bbox_aux_3: 0.1644 (0.1842)  loss_bbox_aux_4: 0.1624 (0.1842)  loss_bbox_aux_5: 0.2343 (0.2437)  loss_bbox_dn_0: 0.3256 (0.3413)  loss_bbox_dn_1: 0.2491 (0.2709)  loss_bbox_dn_2: 0.2309 (0.2512)  loss_bbox_dn_3: 0.2202 (0.2433)  loss_bbox_dn_4: 0.2160 (0.2408)  loss_bbox_dn_5: 0.2157 (0.2406)  loss_giou: 0.4865 (0.5395)  loss_giou_aux_0: 0.5343 (0.5685)  loss_giou_aux_1: 0.4902 (0.5485)  loss_giou_aux_2: 0.4915 (0.5434)  loss_giou_aux_3: 0.4911 (0.5406)  loss_giou_aux_4: 0.4865 (0.5397)  loss_giou_aux_5: 0.6074 (0.6451)  loss_giou_dn_0: 0.6611 (0.6839)  loss_giou_dn_1: 0.5612 (0.5799)  loss_giou_dn_2: 0.5343 (0.5545)  loss_giou_dn_3: 0.5295 (0.5461)  loss_giou_dn_4: 0.5285 (0.5437)  loss_giou_dn_5: 0.5287 (0.5438)  loss_vfl: 0.7706 (0.7506)  loss_vfl_aux_0: 0.8990 (0.8853)  loss_vfl_aux_1: 0.8320 (0.8360)  loss_vfl_aux_2: 0.8210 (0.7853)  loss_vfl_aux_3: 0.7770 (0.7621)  loss_vfl_aux_4: 0.7658 (0.7530)  loss_vfl_aux_5: 0.8539 (0.8624)  loss_vfl_dn_0: 0.4739 (0.4819)  loss_vfl_dn_1: 0.4150 (0.4303)  loss_vfl_dn_2: 0.4008 (0.4123)  loss_vfl_dn_3: 0.3903 (0.4048)  loss_vfl_dn_4: 0.3913 (0.4019)  loss_vfl_dn_5: 0.3911 (0.4014)  time: 0.4600  data: 0.0140  max mem: 5653
Epoch: [9]  [7000/7393]  eta: 0:03:07  lr: 0.000010  loss: 18.4968 (18.5011)  loss_bbox: 0.1713 (0.1841)  loss_bbox_aux_0: 0.1884 (0.1997)  loss_bbox_aux_1: 0.1801 (0.1886)  loss_bbox_aux_2: 0.1716 (0.1858)  loss_bbox_aux_3: 0.1766 (0.1842)  loss_bbox_aux_4: 0.1734 (0.1842)  loss_bbox_aux_5: 0.2297 (0.2437)  loss_bbox_dn_0: 0.3150 (0.3414)  loss_bbox_dn_1: 0.2525 (0.2709)  loss_bbox_dn_2: 0.2182 (0.2513)  loss_bbox_dn_3: 0.2083 (0.2434)  loss_bbox_dn_4: 0.2061 (0.2408)  loss_bbox_dn_5: 0.2062 (0.2406)  loss_giou: 0.5162 (0.5393)  loss_giou_aux_0: 0.5263 (0.5684)  loss_giou_aux_1: 0.4881 (0.5484)  loss_giou_aux_2: 0.5217 (0.5432)  loss_giou_aux_3: 0.5128 (0.5404)  loss_giou_aux_4: 0.5160 (0.5396)  loss_giou_aux_5: 0.6226 (0.6450)  loss_giou_dn_0: 0.7052 (0.6838)  loss_giou_dn_1: 0.5972 (0.5798)  loss_giou_dn_2: 0.5645 (0.5544)  loss_giou_dn_3: 0.5543 (0.5459)  loss_giou_dn_4: 0.5514 (0.5435)  loss_giou_dn_5: 0.5515 (0.5436)  loss_vfl: 0.7756 (0.7506)  loss_vfl_aux_0: 0.9201 (0.8853)  loss_vfl_aux_1: 0.8364 (0.8359)  loss_vfl_aux_2: 0.7992 (0.7853)  loss_vfl_aux_3: 0.7704 (0.7621)  loss_vfl_aux_4: 0.7714 (0.7530)  loss_vfl_aux_5: 0.8749 (0.8625)  loss_vfl_dn_0: 0.4820 (0.4819)  loss_vfl_dn_1: 0.4304 (0.4302)  loss_vfl_dn_2: 0.4159 (0.4123)  loss_vfl_dn_3: 0.4095 (0.4048)  loss_vfl_dn_4: 0.4084 (0.4019)  loss_vfl_dn_5: 0.4070 (0.4014)  time: 0.4678  data: 0.0143  max mem: 5653
Epoch: [9]  [7100/7393]  eta: 0:02:20  lr: 0.000010  loss: 18.9250 (18.5011)  loss_bbox: 0.1764 (0.1841)  loss_bbox_aux_0: 0.1900 (0.1996)  loss_bbox_aux_1: 0.1826 (0.1885)  loss_bbox_aux_2: 0.1834 (0.1858)  loss_bbox_aux_3: 0.1868 (0.1842)  loss_bbox_aux_4: 0.1793 (0.1841)  loss_bbox_aux_5: 0.2465 (0.2436)  loss_bbox_dn_0: 0.3288 (0.3413)  loss_bbox_dn_1: 0.2434 (0.2709)  loss_bbox_dn_2: 0.2245 (0.2512)  loss_bbox_dn_3: 0.2137 (0.2433)  loss_bbox_dn_4: 0.2119 (0.2407)  loss_bbox_dn_5: 0.2117 (0.2406)  loss_giou: 0.5967 (0.5396)  loss_giou_aux_0: 0.6158 (0.5685)  loss_giou_aux_1: 0.5978 (0.5486)  loss_giou_aux_2: 0.5921 (0.5435)  loss_giou_aux_3: 0.6017 (0.5406)  loss_giou_aux_4: 0.5986 (0.5398)  loss_giou_aux_5: 0.6721 (0.6451)  loss_giou_dn_0: 0.7097 (0.6839)  loss_giou_dn_1: 0.6129 (0.5799)  loss_giou_dn_2: 0.5894 (0.5545)  loss_giou_dn_3: 0.5833 (0.5461)  loss_giou_dn_4: 0.5821 (0.5437)  loss_giou_dn_5: 0.5842 (0.5437)  loss_vfl: 0.6993 (0.7504)  loss_vfl_aux_0: 0.8401 (0.8851)  loss_vfl_aux_1: 0.8080 (0.8357)  loss_vfl_aux_2: 0.7620 (0.7851)  loss_vfl_aux_3: 0.7126 (0.7619)  loss_vfl_aux_4: 0.7069 (0.7528)  loss_vfl_aux_5: 0.8118 (0.8624)  loss_vfl_dn_0: 0.4784 (0.4819)  loss_vfl_dn_1: 0.4255 (0.4302)  loss_vfl_dn_2: 0.4072 (0.4122)  loss_vfl_dn_3: 0.4016 (0.4047)  loss_vfl_dn_4: 0.3992 (0.4019)  loss_vfl_dn_5: 0.3953 (0.4014)  time: 0.7109  data: 0.0138  max mem: 5653
Epoch: [9]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 17.8011 (18.5000)  loss_bbox: 0.1716 (0.1841)  loss_bbox_aux_0: 0.1876 (0.1996)  loss_bbox_aux_1: 0.1861 (0.1885)  loss_bbox_aux_2: 0.1678 (0.1858)  loss_bbox_aux_3: 0.1741 (0.1842)  loss_bbox_aux_4: 0.1734 (0.1841)  loss_bbox_aux_5: 0.2316 (0.2437)  loss_bbox_dn_0: 0.3048 (0.3414)  loss_bbox_dn_1: 0.2350 (0.2709)  loss_bbox_dn_2: 0.2186 (0.2512)  loss_bbox_dn_3: 0.2123 (0.2433)  loss_bbox_dn_4: 0.2099 (0.2407)  loss_bbox_dn_5: 0.2100 (0.2406)  loss_giou: 0.5053 (0.5396)  loss_giou_aux_0: 0.5493 (0.5685)  loss_giou_aux_1: 0.5197 (0.5486)  loss_giou_aux_2: 0.5162 (0.5434)  loss_giou_aux_3: 0.5046 (0.5406)  loss_giou_aux_4: 0.5144 (0.5398)  loss_giou_aux_5: 0.6105 (0.6451)  loss_giou_dn_0: 0.6669 (0.6838)  loss_giou_dn_1: 0.5603 (0.5799)  loss_giou_dn_2: 0.5336 (0.5545)  loss_giou_dn_3: 0.5227 (0.5460)  loss_giou_dn_4: 0.5207 (0.5436)  loss_giou_dn_5: 0.5209 (0.5437)  loss_vfl: 0.7143 (0.7503)  loss_vfl_aux_0: 0.8484 (0.8851)  loss_vfl_aux_1: 0.7870 (0.8355)  loss_vfl_aux_2: 0.7297 (0.7849)  loss_vfl_aux_3: 0.7148 (0.7618)  loss_vfl_aux_4: 0.7184 (0.7527)  loss_vfl_aux_5: 0.8234 (0.8625)  loss_vfl_dn_0: 0.4763 (0.4818)  loss_vfl_dn_1: 0.4138 (0.4301)  loss_vfl_dn_2: 0.3968 (0.4121)  loss_vfl_dn_3: 0.3945 (0.4047)  loss_vfl_dn_4: 0.3908 (0.4018)  loss_vfl_dn_5: 0.3897 (0.4013)  time: 0.4861  data: 0.0139  max mem: 5653
Epoch: [9]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 17.8775 (18.4984)  loss_bbox: 0.1645 (0.1840)  loss_bbox_aux_0: 0.1930 (0.1996)  loss_bbox_aux_1: 0.1789 (0.1885)  loss_bbox_aux_2: 0.1699 (0.1857)  loss_bbox_aux_3: 0.1656 (0.1841)  loss_bbox_aux_4: 0.1644 (0.1841)  loss_bbox_aux_5: 0.2247 (0.2436)  loss_bbox_dn_0: 0.3089 (0.3413)  loss_bbox_dn_1: 0.2281 (0.2708)  loss_bbox_dn_2: 0.2185 (0.2511)  loss_bbox_dn_3: 0.2053 (0.2432)  loss_bbox_dn_4: 0.2053 (0.2407)  loss_bbox_dn_5: 0.2055 (0.2405)  loss_giou: 0.5531 (0.5395)  loss_giou_aux_0: 0.5747 (0.5685)  loss_giou_aux_1: 0.5731 (0.5487)  loss_giou_aux_2: 0.5496 (0.5435)  loss_giou_aux_3: 0.5455 (0.5406)  loss_giou_aux_4: 0.5499 (0.5398)  loss_giou_aux_5: 0.6566 (0.6451)  loss_giou_dn_0: 0.6772 (0.6838)  loss_giou_dn_1: 0.5957 (0.5799)  loss_giou_dn_2: 0.5683 (0.5544)  loss_giou_dn_3: 0.5619 (0.5460)  loss_giou_dn_4: 0.5600 (0.5436)  loss_giou_dn_5: 0.5612 (0.5437)  loss_vfl: 0.7165 (0.7504)  loss_vfl_aux_0: 0.8512 (0.8850)  loss_vfl_aux_1: 0.7991 (0.8353)  loss_vfl_aux_2: 0.7504 (0.7848)  loss_vfl_aux_3: 0.7122 (0.7618)  loss_vfl_aux_4: 0.7162 (0.7527)  loss_vfl_aux_5: 0.8406 (0.8624)  loss_vfl_dn_0: 0.4709 (0.4818)  loss_vfl_dn_1: 0.4206 (0.4301)  loss_vfl_dn_2: 0.4084 (0.4121)  loss_vfl_dn_3: 0.3996 (0.4046)  loss_vfl_dn_4: 0.3974 (0.4018)  loss_vfl_dn_5: 0.3973 (0.4013)  time: 0.4693  data: 0.0140  max mem: 5653
Epoch: [9]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 18.2518 (18.4969)  loss_bbox: 0.1807 (0.1840)  loss_bbox_aux_0: 0.1940 (0.1995)  loss_bbox_aux_1: 0.1819 (0.1885)  loss_bbox_aux_2: 0.1807 (0.1857)  loss_bbox_aux_3: 0.1812 (0.1841)  loss_bbox_aux_4: 0.1801 (0.1840)  loss_bbox_aux_5: 0.2448 (0.2436)  loss_bbox_dn_0: 0.3301 (0.3413)  loss_bbox_dn_1: 0.2518 (0.2708)  loss_bbox_dn_2: 0.2367 (0.2512)  loss_bbox_dn_3: 0.2303 (0.2432)  loss_bbox_dn_4: 0.2249 (0.2407)  loss_bbox_dn_5: 0.2246 (0.2405)  loss_giou: 0.5018 (0.5394)  loss_giou_aux_0: 0.5567 (0.5684)  loss_giou_aux_1: 0.5274 (0.5486)  loss_giou_aux_2: 0.5001 (0.5434)  loss_giou_aux_3: 0.5067 (0.5405)  loss_giou_aux_4: 0.5047 (0.5397)  loss_giou_aux_5: 0.6217 (0.6450)  loss_giou_dn_0: 0.6572 (0.6837)  loss_giou_dn_1: 0.5540 (0.5798)  loss_giou_dn_2: 0.5271 (0.5544)  loss_giou_dn_3: 0.5189 (0.5459)  loss_giou_dn_4: 0.5150 (0.5435)  loss_giou_dn_5: 0.5154 (0.5436)  loss_vfl: 0.7578 (0.7504)  loss_vfl_aux_0: 0.8527 (0.8850)  loss_vfl_aux_1: 0.8025 (0.8352)  loss_vfl_aux_2: 0.7740 (0.7848)  loss_vfl_aux_3: 0.7501 (0.7618)  loss_vfl_aux_4: 0.7525 (0.7527)  loss_vfl_aux_5: 0.8496 (0.8623)  loss_vfl_dn_0: 0.4828 (0.4818)  loss_vfl_dn_1: 0.4329 (0.4301)  loss_vfl_dn_2: 0.4178 (0.4121)  loss_vfl_dn_3: 0.4080 (0.4046)  loss_vfl_dn_4: 0.4058 (0.4018)  loss_vfl_dn_5: 0.4035 (0.4013)  time: 0.4647  data: 0.0138  max mem: 5653
Epoch: [9] Total time: 0:58:56 (0.4783 s / it)
Averaged stats: lr: 0.000010  loss: 18.2518 (18.4969)  loss_bbox: 0.1807 (0.1840)  loss_bbox_aux_0: 0.1940 (0.1995)  loss_bbox_aux_1: 0.1819 (0.1885)  loss_bbox_aux_2: 0.1807 (0.1857)  loss_bbox_aux_3: 0.1812 (0.1841)  loss_bbox_aux_4: 0.1801 (0.1840)  loss_bbox_aux_5: 0.2448 (0.2436)  loss_bbox_dn_0: 0.3301 (0.3413)  loss_bbox_dn_1: 0.2518 (0.2708)  loss_bbox_dn_2: 0.2367 (0.2512)  loss_bbox_dn_3: 0.2303 (0.2432)  loss_bbox_dn_4: 0.2249 (0.2407)  loss_bbox_dn_5: 0.2246 (0.2405)  loss_giou: 0.5018 (0.5394)  loss_giou_aux_0: 0.5567 (0.5684)  loss_giou_aux_1: 0.5274 (0.5486)  loss_giou_aux_2: 0.5001 (0.5434)  loss_giou_aux_3: 0.5067 (0.5405)  loss_giou_aux_4: 0.5047 (0.5397)  loss_giou_aux_5: 0.6217 (0.6450)  loss_giou_dn_0: 0.6572 (0.6837)  loss_giou_dn_1: 0.5540 (0.5798)  loss_giou_dn_2: 0.5271 (0.5544)  loss_giou_dn_3: 0.5189 (0.5459)  loss_giou_dn_4: 0.5150 (0.5435)  loss_giou_dn_5: 0.5154 (0.5436)  loss_vfl: 0.7578 (0.7504)  loss_vfl_aux_0: 0.8527 (0.8850)  loss_vfl_aux_1: 0.8025 (0.8352)  loss_vfl_aux_2: 0.7740 (0.7848)  loss_vfl_aux_3: 0.7501 (0.7618)  loss_vfl_aux_4: 0.7525 (0.7527)  loss_vfl_aux_5: 0.8496 (0.8623)  loss_vfl_dn_0: 0.4828 (0.4818)  loss_vfl_dn_1: 0.4329 (0.4301)  loss_vfl_dn_2: 0.4178 (0.4121)  loss_vfl_dn_3: 0.4080 (0.4046)  loss_vfl_dn_4: 0.4058 (0.4018)  loss_vfl_dn_5: 0.4035 (0.4013)
Test:  [  0/157]  eta: 0:03:54    time: 1.4942  data: 1.0914  max mem: 5653
Test:  [ 10/157]  eta: 0:01:12    time: 0.4924  data: 0.1232  max mem: 5653
Test:  [ 20/157]  eta: 0:01:00    time: 0.3867  data: 0.0260  max mem: 5653
Test:  [ 30/157]  eta: 0:00:53    time: 0.3807  data: 0.0257  max mem: 5653
Test:  [ 40/157]  eta: 0:00:48    time: 0.3829  data: 0.0258  max mem: 5653
Test:  [ 50/157]  eta: 0:00:55    time: 0.6713  data: 0.0261  max mem: 5653
Test:  [ 60/157]  eta: 0:00:48    time: 0.6764  data: 0.0264  max mem: 5653
Test:  [ 70/157]  eta: 0:00:41    time: 0.3869  data: 0.0262  max mem: 5653
Test:  [ 80/157]  eta: 0:00:36    time: 0.3873  data: 0.0256  max mem: 5653
Test:  [ 90/157]  eta: 0:00:30    time: 0.3944  data: 0.0259  max mem: 5653
Test:  [100/157]  eta: 0:00:25    time: 0.3831  data: 0.0260  max mem: 5653
Test:  [110/157]  eta: 0:00:21    time: 0.3831  data: 0.0258  max mem: 5653
Test:  [120/157]  eta: 0:00:16    time: 0.3839  data: 0.0265  max mem: 5653
Test:  [130/157]  eta: 0:00:11    time: 0.3791  data: 0.0260  max mem: 5653
Test:  [140/157]  eta: 0:00:07    time: 0.3750  data: 0.0253  max mem: 5653
Test:  [150/157]  eta: 0:00:02    time: 0.3621  data: 0.0260  max mem: 5653
Test:  [156/157]  eta: 0:00:00    time: 0.3527  data: 0.0257  max mem: 5653
Test: Total time: 0:01:06 (0.4265 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=31.12s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.478
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.654
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.518
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.296
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.524
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.658
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.367
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.618
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.690
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.502
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.737
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.879
best_stat:  {'epoch': 9, 'coco_eval_bbox': 0.4784709953321637}
Epoch: [10]  [   0/7393]  eta: 6:20:39  lr: 0.000010  loss: 20.0739 (20.0739)  loss_bbox: 0.1858 (0.1858)  loss_bbox_aux_0: 0.1735 (0.1735)  loss_bbox_aux_1: 0.1798 (0.1798)  loss_bbox_aux_2: 0.1934 (0.1934)  loss_bbox_aux_3: 0.1880 (0.1880)  loss_bbox_aux_4: 0.1859 (0.1859)  loss_bbox_aux_5: 0.2078 (0.2078)  loss_bbox_dn_0: 0.3310 (0.3310)  loss_bbox_dn_1: 0.2835 (0.2835)  loss_bbox_dn_2: 0.2777 (0.2777)  loss_bbox_dn_3: 0.2750 (0.2750)  loss_bbox_dn_4: 0.2741 (0.2741)  loss_bbox_dn_5: 0.2736 (0.2736)  loss_giou: 0.6537 (0.6537)  loss_giou_aux_0: 0.6785 (0.6785)  loss_giou_aux_1: 0.6588 (0.6588)  loss_giou_aux_2: 0.6639 (0.6639)  loss_giou_aux_3: 0.6552 (0.6552)  loss_giou_aux_4: 0.6536 (0.6536)  loss_giou_aux_5: 0.7185 (0.7185)  loss_giou_dn_0: 0.8308 (0.8308)  loss_giou_dn_1: 0.7430 (0.7430)  loss_giou_dn_2: 0.7282 (0.7282)  loss_giou_dn_3: 0.7228 (0.7228)  loss_giou_dn_4: 0.7215 (0.7215)  loss_giou_dn_5: 0.7221 (0.7221)  loss_vfl: 0.7511 (0.7511)  loss_vfl_aux_0: 0.8368 (0.8368)  loss_vfl_aux_1: 0.7879 (0.7879)  loss_vfl_aux_2: 0.7476 (0.7476)  loss_vfl_aux_3: 0.7686 (0.7686)  loss_vfl_aux_4: 0.7523 (0.7523)  loss_vfl_aux_5: 0.8003 (0.8003)  loss_vfl_dn_0: 0.4477 (0.4477)  loss_vfl_dn_1: 0.4144 (0.4144)  loss_vfl_dn_2: 0.4017 (0.4017)  loss_vfl_dn_3: 0.3978 (0.3978)  loss_vfl_dn_4: 0.3951 (0.3951)  loss_vfl_dn_5: 0.3931 (0.3931)  time: 3.0894  data: 1.3588  max mem: 5653
Epoch: [10]  [ 100/7393]  eta: 1:01:10  lr: 0.000010  loss: 17.9153 (18.3696)  loss_bbox: 0.1703 (0.1824)  loss_bbox_aux_0: 0.1951 (0.1951)  loss_bbox_aux_1: 0.1815 (0.1855)  loss_bbox_aux_2: 0.1744 (0.1825)  loss_bbox_aux_3: 0.1764 (0.1809)  loss_bbox_aux_4: 0.1700 (0.1822)  loss_bbox_aux_5: 0.2313 (0.2398)  loss_bbox_dn_0: 0.3145 (0.3375)  loss_bbox_dn_1: 0.2471 (0.2680)  loss_bbox_dn_2: 0.2278 (0.2493)  loss_bbox_dn_3: 0.2215 (0.2410)  loss_bbox_dn_4: 0.2213 (0.2386)  loss_bbox_dn_5: 0.2212 (0.2384)  loss_giou: 0.4995 (0.5421)  loss_giou_aux_0: 0.5277 (0.5698)  loss_giou_aux_1: 0.4955 (0.5512)  loss_giou_aux_2: 0.4987 (0.5459)  loss_giou_aux_3: 0.4897 (0.5416)  loss_giou_aux_4: 0.4888 (0.5417)  loss_giou_aux_5: 0.6226 (0.6455)  loss_giou_dn_0: 0.6987 (0.6786)  loss_giou_dn_1: 0.5869 (0.5781)  loss_giou_dn_2: 0.5739 (0.5546)  loss_giou_dn_3: 0.5578 (0.5460)  loss_giou_dn_4: 0.5563 (0.5439)  loss_giou_dn_5: 0.5565 (0.5441)  loss_vfl: 0.7345 (0.7373)  loss_vfl_aux_0: 0.8516 (0.8725)  loss_vfl_aux_1: 0.8235 (0.8206)  loss_vfl_aux_2: 0.7711 (0.7764)  loss_vfl_aux_3: 0.7377 (0.7508)  loss_vfl_aux_4: 0.7276 (0.7389)  loss_vfl_aux_5: 0.8155 (0.8587)  loss_vfl_dn_0: 0.4753 (0.4793)  loss_vfl_dn_1: 0.4222 (0.4267)  loss_vfl_dn_2: 0.4060 (0.4081)  loss_vfl_dn_3: 0.4018 (0.4009)  loss_vfl_dn_4: 0.3976 (0.3976)  loss_vfl_dn_5: 0.3968 (0.3973)  time: 0.4751  data: 0.0154  max mem: 5653
Epoch: [10]  [ 200/7393]  eta: 0:58:36  lr: 0.000010  loss: 17.7072 (18.3345)  loss_bbox: 0.1581 (0.1832)  loss_bbox_aux_0: 0.1855 (0.1970)  loss_bbox_aux_1: 0.1732 (0.1862)  loss_bbox_aux_2: 0.1679 (0.1840)  loss_bbox_aux_3: 0.1648 (0.1824)  loss_bbox_aux_4: 0.1622 (0.1830)  loss_bbox_aux_5: 0.2237 (0.2409)  loss_bbox_dn_0: 0.3383 (0.3381)  loss_bbox_dn_1: 0.2693 (0.2685)  loss_bbox_dn_2: 0.2472 (0.2497)  loss_bbox_dn_3: 0.2376 (0.2417)  loss_bbox_dn_4: 0.2330 (0.2392)  loss_bbox_dn_5: 0.2329 (0.2390)  loss_giou: 0.4804 (0.5372)  loss_giou_aux_0: 0.5155 (0.5658)  loss_giou_aux_1: 0.4667 (0.5458)  loss_giou_aux_2: 0.4944 (0.5413)  loss_giou_aux_3: 0.4856 (0.5378)  loss_giou_aux_4: 0.4763 (0.5377)  loss_giou_aux_5: 0.6019 (0.6416)  loss_giou_dn_0: 0.6669 (0.6772)  loss_giou_dn_1: 0.5611 (0.5744)  loss_giou_dn_2: 0.5339 (0.5503)  loss_giou_dn_3: 0.5287 (0.5417)  loss_giou_dn_4: 0.5292 (0.5394)  loss_giou_dn_5: 0.5292 (0.5394)  loss_vfl: 0.7231 (0.7376)  loss_vfl_aux_0: 0.8630 (0.8732)  loss_vfl_aux_1: 0.8232 (0.8234)  loss_vfl_aux_2: 0.7749 (0.7749)  loss_vfl_aux_3: 0.7207 (0.7508)  loss_vfl_aux_4: 0.7318 (0.7396)  loss_vfl_aux_5: 0.8359 (0.8582)  loss_vfl_dn_0: 0.4776 (0.4794)  loss_vfl_dn_1: 0.4321 (0.4271)  loss_vfl_dn_2: 0.4120 (0.4092)  loss_vfl_dn_3: 0.4036 (0.4017)  loss_vfl_dn_4: 0.3974 (0.3986)  loss_vfl_dn_5: 0.3956 (0.3980)  time: 0.4693  data: 0.0138  max mem: 5653
Epoch: [10]  [ 300/7393]  eta: 0:57:04  lr: 0.000010  loss: 17.9013 (18.3447)  loss_bbox: 0.1697 (0.1826)  loss_bbox_aux_0: 0.1813 (0.1964)  loss_bbox_aux_1: 0.1678 (0.1858)  loss_bbox_aux_2: 0.1731 (0.1838)  loss_bbox_aux_3: 0.1712 (0.1824)  loss_bbox_aux_4: 0.1695 (0.1829)  loss_bbox_aux_5: 0.2324 (0.2406)  loss_bbox_dn_0: 0.2995 (0.3343)  loss_bbox_dn_1: 0.2282 (0.2652)  loss_bbox_dn_2: 0.2127 (0.2461)  loss_bbox_dn_3: 0.2117 (0.2382)  loss_bbox_dn_4: 0.2136 (0.2358)  loss_bbox_dn_5: 0.2142 (0.2356)  loss_giou: 0.5313 (0.5420)  loss_giou_aux_0: 0.5533 (0.5694)  loss_giou_aux_1: 0.5510 (0.5500)  loss_giou_aux_2: 0.5370 (0.5460)  loss_giou_aux_3: 0.5368 (0.5428)  loss_giou_aux_4: 0.5313 (0.5424)  loss_giou_aux_5: 0.6352 (0.6453)  loss_giou_dn_0: 0.6858 (0.6807)  loss_giou_dn_1: 0.5881 (0.5775)  loss_giou_dn_2: 0.5548 (0.5529)  loss_giou_dn_3: 0.5460 (0.5445)  loss_giou_dn_4: 0.5439 (0.5422)  loss_giou_dn_5: 0.5440 (0.5422)  loss_vfl: 0.7269 (0.7354)  loss_vfl_aux_0: 0.8374 (0.8721)  loss_vfl_aux_1: 0.7840 (0.8223)  loss_vfl_aux_2: 0.7491 (0.7723)  loss_vfl_aux_3: 0.7253 (0.7481)  loss_vfl_aux_4: 0.7251 (0.7375)  loss_vfl_aux_5: 0.7957 (0.8527)  loss_vfl_dn_0: 0.4775 (0.4802)  loss_vfl_dn_1: 0.4264 (0.4276)  loss_vfl_dn_2: 0.4051 (0.4095)  loss_vfl_dn_3: 0.3971 (0.4022)  loss_vfl_dn_4: 0.3940 (0.3989)  loss_vfl_dn_5: 0.3930 (0.3983)  time: 0.4631  data: 0.0146  max mem: 5653
Epoch: [10]  [ 400/7393]  eta: 0:55:37  lr: 0.000010  loss: 18.2010 (18.3268)  loss_bbox: 0.1683 (0.1820)  loss_bbox_aux_0: 0.1936 (0.1965)  loss_bbox_aux_1: 0.1703 (0.1850)  loss_bbox_aux_2: 0.1744 (0.1835)  loss_bbox_aux_3: 0.1710 (0.1821)  loss_bbox_aux_4: 0.1682 (0.1821)  loss_bbox_aux_5: 0.2332 (0.2411)  loss_bbox_dn_0: 0.3119 (0.3349)  loss_bbox_dn_1: 0.2298 (0.2652)  loss_bbox_dn_2: 0.2197 (0.2459)  loss_bbox_dn_3: 0.2180 (0.2380)  loss_bbox_dn_4: 0.2152 (0.2355)  loss_bbox_dn_5: 0.2154 (0.2353)  loss_giou: 0.4889 (0.5406)  loss_giou_aux_0: 0.5173 (0.5684)  loss_giou_aux_1: 0.4898 (0.5485)  loss_giou_aux_2: 0.4928 (0.5447)  loss_giou_aux_3: 0.4916 (0.5415)  loss_giou_aux_4: 0.4914 (0.5409)  loss_giou_aux_5: 0.5823 (0.6451)  loss_giou_dn_0: 0.6417 (0.6795)  loss_giou_dn_1: 0.5436 (0.5762)  loss_giou_dn_2: 0.5010 (0.5512)  loss_giou_dn_3: 0.4907 (0.5429)  loss_giou_dn_4: 0.4890 (0.5406)  loss_giou_dn_5: 0.4892 (0.5406)  loss_vfl: 0.7404 (0.7362)  loss_vfl_aux_0: 0.8757 (0.8733)  loss_vfl_aux_1: 0.8168 (0.8228)  loss_vfl_aux_2: 0.7711 (0.7720)  loss_vfl_aux_3: 0.7523 (0.7492)  loss_vfl_aux_4: 0.7413 (0.7393)  loss_vfl_aux_5: 0.8660 (0.8523)  loss_vfl_dn_0: 0.4703 (0.4799)  loss_vfl_dn_1: 0.4153 (0.4271)  loss_vfl_dn_2: 0.3983 (0.4090)  loss_vfl_dn_3: 0.3925 (0.4017)  loss_vfl_dn_4: 0.3939 (0.3985)  loss_vfl_dn_5: 0.3911 (0.3978)  time: 0.4570  data: 0.0137  max mem: 5653
Epoch: [10]  [ 500/7393]  eta: 0:54:36  lr: 0.000010  loss: 18.9015 (18.3709)  loss_bbox: 0.2067 (0.1842)  loss_bbox_aux_0: 0.2068 (0.1981)  loss_bbox_aux_1: 0.1902 (0.1873)  loss_bbox_aux_2: 0.2102 (0.1853)  loss_bbox_aux_3: 0.2065 (0.1839)  loss_bbox_aux_4: 0.2067 (0.1844)  loss_bbox_aux_5: 0.2729 (0.2433)  loss_bbox_dn_0: 0.3679 (0.3395)  loss_bbox_dn_1: 0.2993 (0.2693)  loss_bbox_dn_2: 0.2717 (0.2496)  loss_bbox_dn_3: 0.2621 (0.2416)  loss_bbox_dn_4: 0.2581 (0.2391)  loss_bbox_dn_5: 0.2578 (0.2389)  loss_giou: 0.5036 (0.5381)  loss_giou_aux_0: 0.5288 (0.5658)  loss_giou_aux_1: 0.5103 (0.5463)  loss_giou_aux_2: 0.5102 (0.5418)  loss_giou_aux_3: 0.5015 (0.5387)  loss_giou_aux_4: 0.5038 (0.5384)  loss_giou_aux_5: 0.6070 (0.6424)  loss_giou_dn_0: 0.6801 (0.6792)  loss_giou_dn_1: 0.5740 (0.5760)  loss_giou_dn_2: 0.5490 (0.5507)  loss_giou_dn_3: 0.5402 (0.5423)  loss_giou_dn_4: 0.5364 (0.5400)  loss_giou_dn_5: 0.5367 (0.5400)  loss_vfl: 0.7693 (0.7404)  loss_vfl_aux_0: 0.8980 (0.8776)  loss_vfl_aux_1: 0.8286 (0.8251)  loss_vfl_aux_2: 0.8091 (0.7765)  loss_vfl_aux_3: 0.7921 (0.7536)  loss_vfl_aux_4: 0.7712 (0.7430)  loss_vfl_aux_5: 0.8781 (0.8556)  loss_vfl_dn_0: 0.4808 (0.4800)  loss_vfl_dn_1: 0.4265 (0.4272)  loss_vfl_dn_2: 0.4093 (0.4091)  loss_vfl_dn_3: 0.4039 (0.4019)  loss_vfl_dn_4: 0.4004 (0.3987)  loss_vfl_dn_5: 0.4018 (0.3980)  time: 0.4757  data: 0.0148  max mem: 5653
Epoch: [10]  [ 600/7393]  eta: 0:53:43  lr: 0.000010  loss: 17.8716 (18.3851)  loss_bbox: 0.1618 (0.1836)  loss_bbox_aux_0: 0.1660 (0.1978)  loss_bbox_aux_1: 0.1624 (0.1872)  loss_bbox_aux_2: 0.1556 (0.1849)  loss_bbox_aux_3: 0.1609 (0.1835)  loss_bbox_aux_4: 0.1602 (0.1838)  loss_bbox_aux_5: 0.1948 (0.2429)  loss_bbox_dn_0: 0.2733 (0.3391)  loss_bbox_dn_1: 0.2159 (0.2691)  loss_bbox_dn_2: 0.2012 (0.2494)  loss_bbox_dn_3: 0.1978 (0.2415)  loss_bbox_dn_4: 0.1997 (0.2390)  loss_bbox_dn_5: 0.1997 (0.2388)  loss_giou: 0.5423 (0.5389)  loss_giou_aux_0: 0.5739 (0.5668)  loss_giou_aux_1: 0.5535 (0.5474)  loss_giou_aux_2: 0.5398 (0.5428)  loss_giou_aux_3: 0.5359 (0.5395)  loss_giou_aux_4: 0.5426 (0.5390)  loss_giou_aux_5: 0.6464 (0.6430)  loss_giou_dn_0: 0.6752 (0.6803)  loss_giou_dn_1: 0.5658 (0.5770)  loss_giou_dn_2: 0.5397 (0.5519)  loss_giou_dn_3: 0.5342 (0.5435)  loss_giou_dn_4: 0.5300 (0.5412)  loss_giou_dn_5: 0.5300 (0.5412)  loss_vfl: 0.6943 (0.7410)  loss_vfl_aux_0: 0.8415 (0.8775)  loss_vfl_aux_1: 0.7736 (0.8252)  loss_vfl_aux_2: 0.7236 (0.7763)  loss_vfl_aux_3: 0.7303 (0.7540)  loss_vfl_aux_4: 0.7070 (0.7440)  loss_vfl_aux_5: 0.8297 (0.8560)  loss_vfl_dn_0: 0.4724 (0.4803)  loss_vfl_dn_1: 0.4232 (0.4276)  loss_vfl_dn_2: 0.4056 (0.4097)  loss_vfl_dn_3: 0.4000 (0.4024)  loss_vfl_dn_4: 0.3976 (0.3993)  loss_vfl_dn_5: 0.3968 (0.3986)  time: 0.4707  data: 0.0141  max mem: 5653
Epoch: [10]  [ 700/7393]  eta: 0:52:44  lr: 0.000010  loss: 17.9515 (18.3737)  loss_bbox: 0.1655 (0.1839)  loss_bbox_aux_0: 0.1771 (0.1981)  loss_bbox_aux_1: 0.1721 (0.1877)  loss_bbox_aux_2: 0.1783 (0.1852)  loss_bbox_aux_3: 0.1649 (0.1838)  loss_bbox_aux_4: 0.1633 (0.1841)  loss_bbox_aux_5: 0.2240 (0.2429)  loss_bbox_dn_0: 0.3170 (0.3391)  loss_bbox_dn_1: 0.2455 (0.2691)  loss_bbox_dn_2: 0.2266 (0.2492)  loss_bbox_dn_3: 0.2226 (0.2412)  loss_bbox_dn_4: 0.2212 (0.2387)  loss_bbox_dn_5: 0.2212 (0.2386)  loss_giou: 0.5001 (0.5375)  loss_giou_aux_0: 0.5478 (0.5655)  loss_giou_aux_1: 0.5175 (0.5465)  loss_giou_aux_2: 0.5208 (0.5416)  loss_giou_aux_3: 0.5007 (0.5382)  loss_giou_aux_4: 0.4918 (0.5375)  loss_giou_aux_5: 0.6424 (0.6420)  loss_giou_dn_0: 0.6479 (0.6789)  loss_giou_dn_1: 0.5368 (0.5758)  loss_giou_dn_2: 0.5148 (0.5506)  loss_giou_dn_3: 0.5088 (0.5422)  loss_giou_dn_4: 0.5059 (0.5399)  loss_giou_dn_5: 0.5058 (0.5399)  loss_vfl: 0.7619 (0.7417)  loss_vfl_aux_0: 0.8891 (0.8779)  loss_vfl_aux_1: 0.8012 (0.8245)  loss_vfl_aux_2: 0.7832 (0.7764)  loss_vfl_aux_3: 0.7635 (0.7543)  loss_vfl_aux_4: 0.7689 (0.7447)  loss_vfl_aux_5: 0.8612 (0.8570)  loss_vfl_dn_0: 0.4758 (0.4805)  loss_vfl_dn_1: 0.4270 (0.4276)  loss_vfl_dn_2: 0.4166 (0.4100)  loss_vfl_dn_3: 0.4031 (0.4027)  loss_vfl_dn_4: 0.3994 (0.3997)  loss_vfl_dn_5: 0.3975 (0.3990)  time: 0.4716  data: 0.0136  max mem: 5653
Epoch: [10]  [ 800/7393]  eta: 0:52:44  lr: 0.000010  loss: 17.8129 (18.3761)  loss_bbox: 0.1575 (0.1836)  loss_bbox_aux_0: 0.1709 (0.1979)  loss_bbox_aux_1: 0.1636 (0.1879)  loss_bbox_aux_2: 0.1598 (0.1849)  loss_bbox_aux_3: 0.1595 (0.1836)  loss_bbox_aux_4: 0.1537 (0.1837)  loss_bbox_aux_5: 0.2098 (0.2427)  loss_bbox_dn_0: 0.2822 (0.3387)  loss_bbox_dn_1: 0.2288 (0.2687)  loss_bbox_dn_2: 0.2101 (0.2489)  loss_bbox_dn_3: 0.2048 (0.2408)  loss_bbox_dn_4: 0.2027 (0.2383)  loss_bbox_dn_5: 0.2030 (0.2382)  loss_giou: 0.5299 (0.5371)  loss_giou_aux_0: 0.5622 (0.5651)  loss_giou_aux_1: 0.5488 (0.5466)  loss_giou_aux_2: 0.5333 (0.5413)  loss_giou_aux_3: 0.5393 (0.5381)  loss_giou_aux_4: 0.5372 (0.5371)  loss_giou_aux_5: 0.6531 (0.6420)  loss_giou_dn_0: 0.6682 (0.6788)  loss_giou_dn_1: 0.5711 (0.5758)  loss_giou_dn_2: 0.5468 (0.5506)  loss_giou_dn_3: 0.5413 (0.5422)  loss_giou_dn_4: 0.5397 (0.5399)  loss_giou_dn_5: 0.5396 (0.5399)  loss_vfl: 0.7122 (0.7431)  loss_vfl_aux_0: 0.8639 (0.8790)  loss_vfl_aux_1: 0.7887 (0.8247)  loss_vfl_aux_2: 0.7739 (0.7779)  loss_vfl_aux_3: 0.7278 (0.7552)  loss_vfl_aux_4: 0.7152 (0.7460)  loss_vfl_aux_5: 0.8122 (0.8577)  loss_vfl_dn_0: 0.4831 (0.4805)  loss_vfl_dn_1: 0.4305 (0.4279)  loss_vfl_dn_2: 0.4139 (0.4101)  loss_vfl_dn_3: 0.4074 (0.4028)  loss_vfl_dn_4: 0.4035 (0.3998)  loss_vfl_dn_5: 0.4018 (0.3991)  time: 0.4645  data: 0.0137  max mem: 5653
Epoch: [10]  [ 900/7393]  eta: 0:51:49  lr: 0.000010  loss: 18.7241 (18.3733)  loss_bbox: 0.1935 (0.1837)  loss_bbox_aux_0: 0.2046 (0.1980)  loss_bbox_aux_1: 0.1994 (0.1883)  loss_bbox_aux_2: 0.1920 (0.1851)  loss_bbox_aux_3: 0.1898 (0.1836)  loss_bbox_aux_4: 0.1941 (0.1838)  loss_bbox_aux_5: 0.2371 (0.2427)  loss_bbox_dn_0: 0.3289 (0.3386)  loss_bbox_dn_1: 0.2652 (0.2684)  loss_bbox_dn_2: 0.2430 (0.2487)  loss_bbox_dn_3: 0.2376 (0.2407)  loss_bbox_dn_4: 0.2387 (0.2382)  loss_bbox_dn_5: 0.2386 (0.2381)  loss_giou: 0.5905 (0.5370)  loss_giou_aux_0: 0.6288 (0.5649)  loss_giou_aux_1: 0.6049 (0.5466)  loss_giou_aux_2: 0.6033 (0.5414)  loss_giou_aux_3: 0.5892 (0.5380)  loss_giou_aux_4: 0.5873 (0.5370)  loss_giou_aux_5: 0.6954 (0.6418)  loss_giou_dn_0: 0.6999 (0.6786)  loss_giou_dn_1: 0.5836 (0.5755)  loss_giou_dn_2: 0.5638 (0.5503)  loss_giou_dn_3: 0.5585 (0.5417)  loss_giou_dn_4: 0.5565 (0.5394)  loss_giou_dn_5: 0.5570 (0.5395)  loss_vfl: 0.7350 (0.7429)  loss_vfl_aux_0: 0.8513 (0.8790)  loss_vfl_aux_1: 0.7961 (0.8247)  loss_vfl_aux_2: 0.7820 (0.7781)  loss_vfl_aux_3: 0.7469 (0.7553)  loss_vfl_aux_4: 0.7305 (0.7458)  loss_vfl_aux_5: 0.8575 (0.8589)  loss_vfl_dn_0: 0.4808 (0.4805)  loss_vfl_dn_1: 0.4210 (0.4277)  loss_vfl_dn_2: 0.4088 (0.4099)  loss_vfl_dn_3: 0.3997 (0.4026)  loss_vfl_dn_4: 0.3959 (0.3996)  loss_vfl_dn_5: 0.3978 (0.3989)  time: 0.4794  data: 0.0139  max mem: 5653
Epoch: [10]  [1000/7393]  eta: 0:50:51  lr: 0.000010  loss: 18.5790 (18.3681)  loss_bbox: 0.1878 (0.1842)  loss_bbox_aux_0: 0.1807 (0.1983)  loss_bbox_aux_1: 0.1783 (0.1885)  loss_bbox_aux_2: 0.1824 (0.1855)  loss_bbox_aux_3: 0.1855 (0.1841)  loss_bbox_aux_4: 0.1842 (0.1843)  loss_bbox_aux_5: 0.2111 (0.2429)  loss_bbox_dn_0: 0.3101 (0.3394)  loss_bbox_dn_1: 0.2542 (0.2691)  loss_bbox_dn_2: 0.2316 (0.2495)  loss_bbox_dn_3: 0.2239 (0.2414)  loss_bbox_dn_4: 0.2236 (0.2389)  loss_bbox_dn_5: 0.2238 (0.2388)  loss_giou: 0.5246 (0.5359)  loss_giou_aux_0: 0.5528 (0.5634)  loss_giou_aux_1: 0.5459 (0.5453)  loss_giou_aux_2: 0.5255 (0.5401)  loss_giou_aux_3: 0.5296 (0.5368)  loss_giou_aux_4: 0.5262 (0.5358)  loss_giou_aux_5: 0.6285 (0.6406)  loss_giou_dn_0: 0.6900 (0.6778)  loss_giou_dn_1: 0.6101 (0.5747)  loss_giou_dn_2: 0.5818 (0.5495)  loss_giou_dn_3: 0.5690 (0.5410)  loss_giou_dn_4: 0.5651 (0.5387)  loss_giou_dn_5: 0.5656 (0.5388)  loss_vfl: 0.7651 (0.7426)  loss_vfl_aux_0: 0.8881 (0.8802)  loss_vfl_aux_1: 0.8417 (0.8255)  loss_vfl_aux_2: 0.7899 (0.7783)  loss_vfl_aux_3: 0.7663 (0.7550)  loss_vfl_aux_4: 0.7671 (0.7456)  loss_vfl_aux_5: 0.8513 (0.8589)  loss_vfl_dn_0: 0.4709 (0.4807)  loss_vfl_dn_1: 0.4267 (0.4277)  loss_vfl_dn_2: 0.4076 (0.4098)  loss_vfl_dn_3: 0.4012 (0.4024)  loss_vfl_dn_4: 0.3974 (0.3994)  loss_vfl_dn_5: 0.3964 (0.3987)  time: 0.4599  data: 0.0135  max mem: 5653
Epoch: [10]  [1100/7393]  eta: 0:50:34  lr: 0.000010  loss: 17.9196 (18.3603)  loss_bbox: 0.1709 (0.1836)  loss_bbox_aux_0: 0.1811 (0.1979)  loss_bbox_aux_1: 0.1800 (0.1880)  loss_bbox_aux_2: 0.1695 (0.1849)  loss_bbox_aux_3: 0.1663 (0.1835)  loss_bbox_aux_4: 0.1643 (0.1837)  loss_bbox_aux_5: 0.2365 (0.2424)  loss_bbox_dn_0: 0.2925 (0.3377)  loss_bbox_dn_1: 0.2295 (0.2676)  loss_bbox_dn_2: 0.2075 (0.2480)  loss_bbox_dn_3: 0.2019 (0.2400)  loss_bbox_dn_4: 0.1984 (0.2375)  loss_bbox_dn_5: 0.1974 (0.2374)  loss_giou: 0.5171 (0.5377)  loss_giou_aux_0: 0.5452 (0.5653)  loss_giou_aux_1: 0.5149 (0.5472)  loss_giou_aux_2: 0.5205 (0.5419)  loss_giou_aux_3: 0.5156 (0.5386)  loss_giou_aux_4: 0.5281 (0.5376)  loss_giou_aux_5: 0.6213 (0.6422)  loss_giou_dn_0: 0.6851 (0.6782)  loss_giou_dn_1: 0.5694 (0.5752)  loss_giou_dn_2: 0.5468 (0.5500)  loss_giou_dn_3: 0.5377 (0.5415)  loss_giou_dn_4: 0.5363 (0.5391)  loss_giou_dn_5: 0.5360 (0.5392)  loss_vfl: 0.7072 (0.7418)  loss_vfl_aux_0: 0.8018 (0.8777)  loss_vfl_aux_1: 0.7695 (0.8238)  loss_vfl_aux_2: 0.7422 (0.7771)  loss_vfl_aux_3: 0.7185 (0.7540)  loss_vfl_aux_4: 0.7127 (0.7448)  loss_vfl_aux_5: 0.8124 (0.8562)  loss_vfl_dn_0: 0.4743 (0.4807)  loss_vfl_dn_1: 0.4195 (0.4278)  loss_vfl_dn_2: 0.4019 (0.4099)  loss_vfl_dn_3: 0.3969 (0.4025)  loss_vfl_dn_4: 0.3955 (0.3995)  loss_vfl_dn_5: 0.3940 (0.3988)  time: 0.4739  data: 0.0139  max mem: 5653
Epoch: [10]  [1200/7393]  eta: 0:49:39  lr: 0.000010  loss: 18.5013 (18.3501)  loss_bbox: 0.1711 (0.1829)  loss_bbox_aux_0: 0.1875 (0.1979)  loss_bbox_aux_1: 0.1833 (0.1878)  loss_bbox_aux_2: 0.1809 (0.1845)  loss_bbox_aux_3: 0.1693 (0.1830)  loss_bbox_aux_4: 0.1719 (0.1830)  loss_bbox_aux_5: 0.2241 (0.2422)  loss_bbox_dn_0: 0.2962 (0.3373)  loss_bbox_dn_1: 0.2430 (0.2674)  loss_bbox_dn_2: 0.2305 (0.2478)  loss_bbox_dn_3: 0.2260 (0.2398)  loss_bbox_dn_4: 0.2234 (0.2373)  loss_bbox_dn_5: 0.2233 (0.2372)  loss_giou: 0.5419 (0.5372)  loss_giou_aux_0: 0.5523 (0.5653)  loss_giou_aux_1: 0.5392 (0.5469)  loss_giou_aux_2: 0.5384 (0.5415)  loss_giou_aux_3: 0.5393 (0.5382)  loss_giou_aux_4: 0.5372 (0.5371)  loss_giou_aux_5: 0.6147 (0.6420)  loss_giou_dn_0: 0.6973 (0.6779)  loss_giou_dn_1: 0.5956 (0.5750)  loss_giou_dn_2: 0.5647 (0.5499)  loss_giou_dn_3: 0.5585 (0.5414)  loss_giou_dn_4: 0.5559 (0.5391)  loss_giou_dn_5: 0.5562 (0.5392)  loss_vfl: 0.7170 (0.7423)  loss_vfl_aux_0: 0.8372 (0.8764)  loss_vfl_aux_1: 0.7977 (0.8229)  loss_vfl_aux_2: 0.7463 (0.7772)  loss_vfl_aux_3: 0.7162 (0.7541)  loss_vfl_aux_4: 0.7139 (0.7451)  loss_vfl_aux_5: 0.8043 (0.8552)  loss_vfl_dn_0: 0.4752 (0.4803)  loss_vfl_dn_1: 0.4294 (0.4276)  loss_vfl_dn_2: 0.4117 (0.4098)  loss_vfl_dn_3: 0.4037 (0.4024)  loss_vfl_dn_4: 0.3999 (0.3994)  loss_vfl_dn_5: 0.4000 (0.3988)  time: 0.4623  data: 0.0137  max mem: 5653
Epoch: [10]  [1300/7393]  eta: 0:48:46  lr: 0.000010  loss: 18.2497 (18.3467)  loss_bbox: 0.1706 (0.1825)  loss_bbox_aux_0: 0.1822 (0.1972)  loss_bbox_aux_1: 0.1738 (0.1873)  loss_bbox_aux_2: 0.1717 (0.1840)  loss_bbox_aux_3: 0.1665 (0.1826)  loss_bbox_aux_4: 0.1697 (0.1825)  loss_bbox_aux_5: 0.2298 (0.2416)  loss_bbox_dn_0: 0.3050 (0.3369)  loss_bbox_dn_1: 0.2419 (0.2670)  loss_bbox_dn_2: 0.2286 (0.2475)  loss_bbox_dn_3: 0.2200 (0.2395)  loss_bbox_dn_4: 0.2198 (0.2370)  loss_bbox_dn_5: 0.2194 (0.2369)  loss_giou: 0.4654 (0.5370)  loss_giou_aux_0: 0.4980 (0.5649)  loss_giou_aux_1: 0.4788 (0.5466)  loss_giou_aux_2: 0.4788 (0.5411)  loss_giou_aux_3: 0.4791 (0.5380)  loss_giou_aux_4: 0.4682 (0.5369)  loss_giou_aux_5: 0.6161 (0.6419)  loss_giou_dn_0: 0.6885 (0.6782)  loss_giou_dn_1: 0.5741 (0.5753)  loss_giou_dn_2: 0.5436 (0.5502)  loss_giou_dn_3: 0.5351 (0.5417)  loss_giou_dn_4: 0.5327 (0.5394)  loss_giou_dn_5: 0.5329 (0.5395)  loss_vfl: 0.7333 (0.7427)  loss_vfl_aux_0: 0.8306 (0.8767)  loss_vfl_aux_1: 0.7843 (0.8228)  loss_vfl_aux_2: 0.7474 (0.7772)  loss_vfl_aux_3: 0.7418 (0.7541)  loss_vfl_aux_4: 0.7259 (0.7454)  loss_vfl_aux_5: 0.8429 (0.8555)  loss_vfl_dn_0: 0.4792 (0.4804)  loss_vfl_dn_1: 0.4210 (0.4277)  loss_vfl_dn_2: 0.4046 (0.4099)  loss_vfl_dn_3: 0.3942 (0.4026)  loss_vfl_dn_4: 0.3953 (0.3995)  loss_vfl_dn_5: 0.3987 (0.3989)  time: 0.4647  data: 0.0142  max mem: 5653
Epoch: [10]  [1400/7393]  eta: 0:47:57  lr: 0.000010  loss: 18.1771 (18.3407)  loss_bbox: 0.1847 (0.1823)  loss_bbox_aux_0: 0.1987 (0.1970)  loss_bbox_aux_1: 0.1814 (0.1869)  loss_bbox_aux_2: 0.1776 (0.1839)  loss_bbox_aux_3: 0.1829 (0.1824)  loss_bbox_aux_4: 0.1836 (0.1824)  loss_bbox_aux_5: 0.2325 (0.2412)  loss_bbox_dn_0: 0.3140 (0.3361)  loss_bbox_dn_1: 0.2434 (0.2663)  loss_bbox_dn_2: 0.2244 (0.2468)  loss_bbox_dn_3: 0.2196 (0.2389)  loss_bbox_dn_4: 0.2164 (0.2364)  loss_bbox_dn_5: 0.2165 (0.2363)  loss_giou: 0.5032 (0.5378)  loss_giou_aux_0: 0.5262 (0.5657)  loss_giou_aux_1: 0.5053 (0.5473)  loss_giou_aux_2: 0.5046 (0.5419)  loss_giou_aux_3: 0.4989 (0.5389)  loss_giou_aux_4: 0.5050 (0.5377)  loss_giou_aux_5: 0.6169 (0.6423)  loss_giou_dn_0: 0.6836 (0.6782)  loss_giou_dn_1: 0.5724 (0.5752)  loss_giou_dn_2: 0.5532 (0.5501)  loss_giou_dn_3: 0.5472 (0.5417)  loss_giou_dn_4: 0.5438 (0.5394)  loss_giou_dn_5: 0.5445 (0.5395)  loss_vfl: 0.7289 (0.7422)  loss_vfl_aux_0: 0.8472 (0.8757)  loss_vfl_aux_1: 0.8083 (0.8220)  loss_vfl_aux_2: 0.7593 (0.7766)  loss_vfl_aux_3: 0.7577 (0.7536)  loss_vfl_aux_4: 0.7302 (0.7451)  loss_vfl_aux_5: 0.8590 (0.8548)  loss_vfl_dn_0: 0.4818 (0.4803)  loss_vfl_dn_1: 0.4273 (0.4275)  loss_vfl_dn_2: 0.4110 (0.4097)  loss_vfl_dn_3: 0.4026 (0.4024)  loss_vfl_dn_4: 0.4009 (0.3994)  loss_vfl_dn_5: 0.4000 (0.3988)  time: 0.4792  data: 0.0143  max mem: 5653
Epoch: [10]  [1500/7393]  eta: 0:47:04  lr: 0.000010  loss: 18.0877 (18.3364)  loss_bbox: 0.1785 (0.1823)  loss_bbox_aux_0: 0.1962 (0.1968)  loss_bbox_aux_1: 0.1764 (0.1868)  loss_bbox_aux_2: 0.1808 (0.1838)  loss_bbox_aux_3: 0.1788 (0.1825)  loss_bbox_aux_4: 0.1790 (0.1823)  loss_bbox_aux_5: 0.2327 (0.2411)  loss_bbox_dn_0: 0.3098 (0.3361)  loss_bbox_dn_1: 0.2471 (0.2663)  loss_bbox_dn_2: 0.2284 (0.2467)  loss_bbox_dn_3: 0.2216 (0.2388)  loss_bbox_dn_4: 0.2202 (0.2363)  loss_bbox_dn_5: 0.2196 (0.2362)  loss_giou: 0.5110 (0.5370)  loss_giou_aux_0: 0.5309 (0.5648)  loss_giou_aux_1: 0.5067 (0.5464)  loss_giou_aux_2: 0.4990 (0.5411)  loss_giou_aux_3: 0.5129 (0.5381)  loss_giou_aux_4: 0.5026 (0.5370)  loss_giou_aux_5: 0.5935 (0.6416)  loss_giou_dn_0: 0.6526 (0.6780)  loss_giou_dn_1: 0.5428 (0.5748)  loss_giou_dn_2: 0.5215 (0.5497)  loss_giou_dn_3: 0.5159 (0.5412)  loss_giou_dn_4: 0.5163 (0.5389)  loss_giou_dn_5: 0.5169 (0.5390)  loss_vfl: 0.7632 (0.7426)  loss_vfl_aux_0: 0.9460 (0.8766)  loss_vfl_aux_1: 0.8703 (0.8228)  loss_vfl_aux_2: 0.8212 (0.7773)  loss_vfl_aux_3: 0.7692 (0.7541)  loss_vfl_aux_4: 0.7764 (0.7455)  loss_vfl_aux_5: 0.9088 (0.8557)  loss_vfl_dn_0: 0.4962 (0.4804)  loss_vfl_dn_1: 0.4311 (0.4275)  loss_vfl_dn_2: 0.4169 (0.4098)  loss_vfl_dn_3: 0.4085 (0.4024)  loss_vfl_dn_4: 0.4037 (0.3994)  loss_vfl_dn_5: 0.4017 (0.3988)  time: 0.4649  data: 0.0137  max mem: 5653
Epoch: [10]  [1600/7393]  eta: 0:46:12  lr: 0.000010  loss: 18.9391 (18.3420)  loss_bbox: 0.1729 (0.1822)  loss_bbox_aux_0: 0.1820 (0.1968)  loss_bbox_aux_1: 0.1761 (0.1869)  loss_bbox_aux_2: 0.1771 (0.1840)  loss_bbox_aux_3: 0.1708 (0.1825)  loss_bbox_aux_4: 0.1693 (0.1823)  loss_bbox_aux_5: 0.2291 (0.2413)  loss_bbox_dn_0: 0.2961 (0.3360)  loss_bbox_dn_1: 0.2130 (0.2662)  loss_bbox_dn_2: 0.2007 (0.2467)  loss_bbox_dn_3: 0.1926 (0.2387)  loss_bbox_dn_4: 0.1950 (0.2363)  loss_bbox_dn_5: 0.1950 (0.2362)  loss_giou: 0.5234 (0.5372)  loss_giou_aux_0: 0.5595 (0.5650)  loss_giou_aux_1: 0.5362 (0.5468)  loss_giou_aux_2: 0.5368 (0.5413)  loss_giou_aux_3: 0.5238 (0.5383)  loss_giou_aux_4: 0.5228 (0.5371)  loss_giou_aux_5: 0.6635 (0.6420)  loss_giou_dn_0: 0.6907 (0.6782)  loss_giou_dn_1: 0.5952 (0.5752)  loss_giou_dn_2: 0.5571 (0.5500)  loss_giou_dn_3: 0.5524 (0.5416)  loss_giou_dn_4: 0.5509 (0.5393)  loss_giou_dn_5: 0.5513 (0.5393)  loss_vfl: 0.7303 (0.7432)  loss_vfl_aux_0: 0.8606 (0.8766)  loss_vfl_aux_1: 0.8216 (0.8230)  loss_vfl_aux_2: 0.7713 (0.7774)  loss_vfl_aux_3: 0.7525 (0.7545)  loss_vfl_aux_4: 0.7298 (0.7461)  loss_vfl_aux_5: 0.8410 (0.8551)  loss_vfl_dn_0: 0.4812 (0.4802)  loss_vfl_dn_1: 0.4339 (0.4275)  loss_vfl_dn_2: 0.4151 (0.4099)  loss_vfl_dn_3: 0.4061 (0.4025)  loss_vfl_dn_4: 0.4021 (0.3995)  loss_vfl_dn_5: 0.4021 (0.3989)  time: 0.4713  data: 0.0138  max mem: 5653
Epoch: [10]  [1700/7393]  eta: 0:45:20  lr: 0.000010  loss: 19.1431 (18.3510)  loss_bbox: 0.2005 (0.1824)  loss_bbox_aux_0: 0.2173 (0.1970)  loss_bbox_aux_1: 0.2035 (0.1871)  loss_bbox_aux_2: 0.2012 (0.1841)  loss_bbox_aux_3: 0.1968 (0.1826)  loss_bbox_aux_4: 0.2008 (0.1824)  loss_bbox_aux_5: 0.2469 (0.2414)  loss_bbox_dn_0: 0.3677 (0.3362)  loss_bbox_dn_1: 0.3019 (0.2666)  loss_bbox_dn_2: 0.2845 (0.2471)  loss_bbox_dn_3: 0.2799 (0.2392)  loss_bbox_dn_4: 0.2792 (0.2368)  loss_bbox_dn_5: 0.2786 (0.2366)  loss_giou: 0.5259 (0.5375)  loss_giou_aux_0: 0.5495 (0.5653)  loss_giou_aux_1: 0.5337 (0.5471)  loss_giou_aux_2: 0.5277 (0.5416)  loss_giou_aux_3: 0.5270 (0.5387)  loss_giou_aux_4: 0.5279 (0.5374)  loss_giou_aux_5: 0.6196 (0.6423)  loss_giou_dn_0: 0.7022 (0.6786)  loss_giou_dn_1: 0.5970 (0.5757)  loss_giou_dn_2: 0.5756 (0.5505)  loss_giou_dn_3: 0.5638 (0.5421)  loss_giou_dn_4: 0.5620 (0.5398)  loss_giou_dn_5: 0.5618 (0.5399)  loss_vfl: 0.7812 (0.7435)  loss_vfl_aux_0: 0.9159 (0.8766)  loss_vfl_aux_1: 0.8505 (0.8234)  loss_vfl_aux_2: 0.8273 (0.7776)  loss_vfl_aux_3: 0.7776 (0.7546)  loss_vfl_aux_4: 0.7897 (0.7464)  loss_vfl_aux_5: 0.8755 (0.8549)  loss_vfl_dn_0: 0.4857 (0.4801)  loss_vfl_dn_1: 0.4274 (0.4274)  loss_vfl_dn_2: 0.4138 (0.4098)  loss_vfl_dn_3: 0.4054 (0.4024)  loss_vfl_dn_4: 0.4022 (0.3994)  loss_vfl_dn_5: 0.4032 (0.3988)  time: 0.4620  data: 0.0141  max mem: 5653
Epoch: [10]  [1800/7393]  eta: 0:44:29  lr: 0.000010  loss: 18.0313 (18.3576)  loss_bbox: 0.1724 (0.1824)  loss_bbox_aux_0: 0.1877 (0.1971)  loss_bbox_aux_1: 0.1792 (0.1872)  loss_bbox_aux_2: 0.1701 (0.1842)  loss_bbox_aux_3: 0.1692 (0.1827)  loss_bbox_aux_4: 0.1687 (0.1825)  loss_bbox_aux_5: 0.2273 (0.2416)  loss_bbox_dn_0: 0.3305 (0.3360)  loss_bbox_dn_1: 0.2525 (0.2665)  loss_bbox_dn_2: 0.2414 (0.2470)  loss_bbox_dn_3: 0.2328 (0.2390)  loss_bbox_dn_4: 0.2255 (0.2366)  loss_bbox_dn_5: 0.2257 (0.2365)  loss_giou: 0.5224 (0.5383)  loss_giou_aux_0: 0.5239 (0.5660)  loss_giou_aux_1: 0.5210 (0.5479)  loss_giou_aux_2: 0.5141 (0.5422)  loss_giou_aux_3: 0.5224 (0.5393)  loss_giou_aux_4: 0.5208 (0.5381)  loss_giou_aux_5: 0.6188 (0.6431)  loss_giou_dn_0: 0.6615 (0.6789)  loss_giou_dn_1: 0.5643 (0.5760)  loss_giou_dn_2: 0.5461 (0.5508)  loss_giou_dn_3: 0.5364 (0.5424)  loss_giou_dn_4: 0.5328 (0.5401)  loss_giou_dn_5: 0.5335 (0.5401)  loss_vfl: 0.7257 (0.7434)  loss_vfl_aux_0: 0.8575 (0.8767)  loss_vfl_aux_1: 0.7805 (0.8234)  loss_vfl_aux_2: 0.7411 (0.7778)  loss_vfl_aux_3: 0.7455 (0.7548)  loss_vfl_aux_4: 0.7294 (0.7464)  loss_vfl_aux_5: 0.8459 (0.8544)  loss_vfl_dn_0: 0.4760 (0.4801)  loss_vfl_dn_1: 0.4245 (0.4275)  loss_vfl_dn_2: 0.4037 (0.4099)  loss_vfl_dn_3: 0.3966 (0.4025)  loss_vfl_dn_4: 0.3940 (0.3995)  loss_vfl_dn_5: 0.3923 (0.3989)  time: 0.4676  data: 0.0141  max mem: 5653
Epoch: [10]  [1900/7393]  eta: 0:43:40  lr: 0.000010  loss: 18.3306 (18.3681)  loss_bbox: 0.1906 (0.1825)  loss_bbox_aux_0: 0.2068 (0.1971)  loss_bbox_aux_1: 0.1881 (0.1872)  loss_bbox_aux_2: 0.1934 (0.1842)  loss_bbox_aux_3: 0.2012 (0.1828)  loss_bbox_aux_4: 0.1896 (0.1825)  loss_bbox_aux_5: 0.2450 (0.2417)  loss_bbox_dn_0: 0.3626 (0.3366)  loss_bbox_dn_1: 0.2845 (0.2670)  loss_bbox_dn_2: 0.2735 (0.2474)  loss_bbox_dn_3: 0.2644 (0.2395)  loss_bbox_dn_4: 0.2603 (0.2371)  loss_bbox_dn_5: 0.2598 (0.2369)  loss_giou: 0.4702 (0.5381)  loss_giou_aux_0: 0.5070 (0.5658)  loss_giou_aux_1: 0.4854 (0.5477)  loss_giou_aux_2: 0.4748 (0.5421)  loss_giou_aux_3: 0.4684 (0.5392)  loss_giou_aux_4: 0.4747 (0.5381)  loss_giou_aux_5: 0.5895 (0.6431)  loss_giou_dn_0: 0.6551 (0.6791)  loss_giou_dn_1: 0.5563 (0.5762)  loss_giou_dn_2: 0.5301 (0.5509)  loss_giou_dn_3: 0.5184 (0.5425)  loss_giou_dn_4: 0.5158 (0.5401)  loss_giou_dn_5: 0.5156 (0.5402)  loss_vfl: 0.7980 (0.7444)  loss_vfl_aux_0: 0.9334 (0.8781)  loss_vfl_aux_1: 0.8737 (0.8247)  loss_vfl_aux_2: 0.8250 (0.7786)  loss_vfl_aux_3: 0.8108 (0.7557)  loss_vfl_aux_4: 0.7968 (0.7473)  loss_vfl_aux_5: 0.9007 (0.8553)  loss_vfl_dn_0: 0.4835 (0.4800)  loss_vfl_dn_1: 0.4260 (0.4275)  loss_vfl_dn_2: 0.4064 (0.4098)  loss_vfl_dn_3: 0.3996 (0.4025)  loss_vfl_dn_4: 0.3971 (0.3995)  loss_vfl_dn_5: 0.3969 (0.3989)  time: 0.4644  data: 0.0142  max mem: 5653
Epoch: [10]  [2000/7393]  eta: 0:42:51  lr: 0.000010  loss: 18.2968 (18.3569)  loss_bbox: 0.1990 (0.1823)  loss_bbox_aux_0: 0.2016 (0.1969)  loss_bbox_aux_1: 0.1904 (0.1871)  loss_bbox_aux_2: 0.1976 (0.1841)  loss_bbox_aux_3: 0.1966 (0.1827)  loss_bbox_aux_4: 0.2033 (0.1824)  loss_bbox_aux_5: 0.2483 (0.2416)  loss_bbox_dn_0: 0.3206 (0.3361)  loss_bbox_dn_1: 0.2444 (0.2666)  loss_bbox_dn_2: 0.2211 (0.2470)  loss_bbox_dn_3: 0.2137 (0.2391)  loss_bbox_dn_4: 0.2087 (0.2367)  loss_bbox_dn_5: 0.2093 (0.2365)  loss_giou: 0.4566 (0.5383)  loss_giou_aux_0: 0.5105 (0.5661)  loss_giou_aux_1: 0.4684 (0.5479)  loss_giou_aux_2: 0.4604 (0.5423)  loss_giou_aux_3: 0.4598 (0.5394)  loss_giou_aux_4: 0.4609 (0.5382)  loss_giou_aux_5: 0.5730 (0.6433)  loss_giou_dn_0: 0.6425 (0.6788)  loss_giou_dn_1: 0.5345 (0.5760)  loss_giou_dn_2: 0.4994 (0.5507)  loss_giou_dn_3: 0.4877 (0.5423)  loss_giou_dn_4: 0.4849 (0.5399)  loss_giou_dn_5: 0.4852 (0.5400)  loss_vfl: 0.6926 (0.7433)  loss_vfl_aux_0: 0.8237 (0.8770)  loss_vfl_aux_1: 0.8002 (0.8236)  loss_vfl_aux_2: 0.7338 (0.7776)  loss_vfl_aux_3: 0.7292 (0.7546)  loss_vfl_aux_4: 0.7073 (0.7461)  loss_vfl_aux_5: 0.8335 (0.8543)  loss_vfl_dn_0: 0.4758 (0.4799)  loss_vfl_dn_1: 0.4251 (0.4275)  loss_vfl_dn_2: 0.4044 (0.4098)  loss_vfl_dn_3: 0.3933 (0.4024)  loss_vfl_dn_4: 0.3901 (0.3994)  loss_vfl_dn_5: 0.3929 (0.3988)  time: 0.4748  data: 0.0140  max mem: 5653
Epoch: [10]  [2100/7393]  eta: 0:42:00  lr: 0.000010  loss: 17.8854 (18.3497)  loss_bbox: 0.1747 (0.1825)  loss_bbox_aux_0: 0.1875 (0.1972)  loss_bbox_aux_1: 0.1843 (0.1872)  loss_bbox_aux_2: 0.1775 (0.1842)  loss_bbox_aux_3: 0.1832 (0.1828)  loss_bbox_aux_4: 0.1764 (0.1825)  loss_bbox_aux_5: 0.2447 (0.2419)  loss_bbox_dn_0: 0.3105 (0.3371)  loss_bbox_dn_1: 0.2460 (0.2673)  loss_bbox_dn_2: 0.2295 (0.2476)  loss_bbox_dn_3: 0.2273 (0.2395)  loss_bbox_dn_4: 0.2266 (0.2371)  loss_bbox_dn_5: 0.2272 (0.2370)  loss_giou: 0.4958 (0.5367)  loss_giou_aux_0: 0.5317 (0.5645)  loss_giou_aux_1: 0.5138 (0.5464)  loss_giou_aux_2: 0.5074 (0.5408)  loss_giou_aux_3: 0.4996 (0.5378)  loss_giou_aux_4: 0.4899 (0.5366)  loss_giou_aux_5: 0.6171 (0.6418)  loss_giou_dn_0: 0.6611 (0.6780)  loss_giou_dn_1: 0.5565 (0.5750)  loss_giou_dn_2: 0.5251 (0.5497)  loss_giou_dn_3: 0.5176 (0.5411)  loss_giou_dn_4: 0.5167 (0.5388)  loss_giou_dn_5: 0.5163 (0.5389)  loss_vfl: 0.7417 (0.7440)  loss_vfl_aux_0: 0.8829 (0.8784)  loss_vfl_aux_1: 0.8232 (0.8247)  loss_vfl_aux_2: 0.7611 (0.7783)  loss_vfl_aux_3: 0.7428 (0.7553)  loss_vfl_aux_4: 0.7366 (0.7469)  loss_vfl_aux_5: 0.8467 (0.8552)  loss_vfl_dn_0: 0.4788 (0.4800)  loss_vfl_dn_1: 0.4234 (0.4273)  loss_vfl_dn_2: 0.4054 (0.4096)  loss_vfl_dn_3: 0.3974 (0.4022)  loss_vfl_dn_4: 0.3951 (0.3992)  loss_vfl_dn_5: 0.3938 (0.3986)  time: 0.4702  data: 0.0139  max mem: 5653
Epoch: [10]  [2200/7393]  eta: 0:41:12  lr: 0.000010  loss: 18.3518 (18.3541)  loss_bbox: 0.1906 (0.1826)  loss_bbox_aux_0: 0.2025 (0.1974)  loss_bbox_aux_1: 0.1776 (0.1872)  loss_bbox_aux_2: 0.1843 (0.1843)  loss_bbox_aux_3: 0.1856 (0.1828)  loss_bbox_aux_4: 0.1861 (0.1826)  loss_bbox_aux_5: 0.2329 (0.2419)  loss_bbox_dn_0: 0.3156 (0.3367)  loss_bbox_dn_1: 0.2466 (0.2671)  loss_bbox_dn_2: 0.2280 (0.2474)  loss_bbox_dn_3: 0.2218 (0.2394)  loss_bbox_dn_4: 0.2176 (0.2370)  loss_bbox_dn_5: 0.2171 (0.2369)  loss_giou: 0.5226 (0.5375)  loss_giou_aux_0: 0.5466 (0.5654)  loss_giou_aux_1: 0.5133 (0.5470)  loss_giou_aux_2: 0.5102 (0.5415)  loss_giou_aux_3: 0.5066 (0.5386)  loss_giou_aux_4: 0.5222 (0.5374)  loss_giou_aux_5: 0.6199 (0.6426)  loss_giou_dn_0: 0.6650 (0.6783)  loss_giou_dn_1: 0.5652 (0.5754)  loss_giou_dn_2: 0.5408 (0.5501)  loss_giou_dn_3: 0.5315 (0.5416)  loss_giou_dn_4: 0.5268 (0.5392)  loss_giou_dn_5: 0.5267 (0.5393)  loss_vfl: 0.7112 (0.7436)  loss_vfl_aux_0: 0.8484 (0.8778)  loss_vfl_aux_1: 0.7956 (0.8246)  loss_vfl_aux_2: 0.7390 (0.7780)  loss_vfl_aux_3: 0.7216 (0.7549)  loss_vfl_aux_4: 0.7228 (0.7466)  loss_vfl_aux_5: 0.8182 (0.8546)  loss_vfl_dn_0: 0.4689 (0.4800)  loss_vfl_dn_1: 0.4258 (0.4273)  loss_vfl_dn_2: 0.4095 (0.4096)  loss_vfl_dn_3: 0.4000 (0.4022)  loss_vfl_dn_4: 0.3966 (0.3992)  loss_vfl_dn_5: 0.3947 (0.3985)  time: 0.4741  data: 0.0144  max mem: 5653
Epoch: [10]  [2300/7393]  eta: 0:40:36  lr: 0.000010  loss: 18.7750 (18.3715)  loss_bbox: 0.1782 (0.1829)  loss_bbox_aux_0: 0.1922 (0.1978)  loss_bbox_aux_1: 0.1809 (0.1875)  loss_bbox_aux_2: 0.1828 (0.1846)  loss_bbox_aux_3: 0.1744 (0.1832)  loss_bbox_aux_4: 0.1747 (0.1829)  loss_bbox_aux_5: 0.2339 (0.2422)  loss_bbox_dn_0: 0.3015 (0.3369)  loss_bbox_dn_1: 0.2447 (0.2673)  loss_bbox_dn_2: 0.2335 (0.2476)  loss_bbox_dn_3: 0.2316 (0.2396)  loss_bbox_dn_4: 0.2296 (0.2372)  loss_bbox_dn_5: 0.2296 (0.2371)  loss_giou: 0.5483 (0.5385)  loss_giou_aux_0: 0.5706 (0.5665)  loss_giou_aux_1: 0.5591 (0.5480)  loss_giou_aux_2: 0.5569 (0.5426)  loss_giou_aux_3: 0.5541 (0.5396)  loss_giou_aux_4: 0.5482 (0.5385)  loss_giou_aux_5: 0.6423 (0.6436)  loss_giou_dn_0: 0.6953 (0.6791)  loss_giou_dn_1: 0.5980 (0.5762)  loss_giou_dn_2: 0.5729 (0.5508)  loss_giou_dn_3: 0.5655 (0.5423)  loss_giou_dn_4: 0.5628 (0.5399)  loss_giou_dn_5: 0.5633 (0.5400)  loss_vfl: 0.7474 (0.7441)  loss_vfl_aux_0: 0.8470 (0.8777)  loss_vfl_aux_1: 0.8404 (0.8251)  loss_vfl_aux_2: 0.7919 (0.7784)  loss_vfl_aux_3: 0.7496 (0.7554)  loss_vfl_aux_4: 0.7554 (0.7471)  loss_vfl_aux_5: 0.8386 (0.8547)  loss_vfl_dn_0: 0.4721 (0.4799)  loss_vfl_dn_1: 0.4277 (0.4272)  loss_vfl_dn_2: 0.4162 (0.4096)  loss_vfl_dn_3: 0.4072 (0.4022)  loss_vfl_dn_4: 0.4059 (0.3992)  loss_vfl_dn_5: 0.4032 (0.3986)  time: 0.4632  data: 0.0139  max mem: 5653
Epoch: [10]  [2400/7393]  eta: 0:39:47  lr: 0.000010  loss: 18.2777 (18.3695)  loss_bbox: 0.1762 (0.1827)  loss_bbox_aux_0: 0.1833 (0.1977)  loss_bbox_aux_1: 0.1709 (0.1874)  loss_bbox_aux_2: 0.1756 (0.1844)  loss_bbox_aux_3: 0.1748 (0.1830)  loss_bbox_aux_4: 0.1754 (0.1827)  loss_bbox_aux_5: 0.2338 (0.2419)  loss_bbox_dn_0: 0.2927 (0.3364)  loss_bbox_dn_1: 0.2392 (0.2668)  loss_bbox_dn_2: 0.2184 (0.2472)  loss_bbox_dn_3: 0.2049 (0.2392)  loss_bbox_dn_4: 0.2014 (0.2368)  loss_bbox_dn_5: 0.2015 (0.2367)  loss_giou: 0.5340 (0.5387)  loss_giou_aux_0: 0.5668 (0.5668)  loss_giou_aux_1: 0.5420 (0.5483)  loss_giou_aux_2: 0.5371 (0.5428)  loss_giou_aux_3: 0.5370 (0.5399)  loss_giou_aux_4: 0.5339 (0.5387)  loss_giou_aux_5: 0.6293 (0.6437)  loss_giou_dn_0: 0.6763 (0.6792)  loss_giou_dn_1: 0.5803 (0.5762)  loss_giou_dn_2: 0.5565 (0.5509)  loss_giou_dn_3: 0.5417 (0.5424)  loss_giou_dn_4: 0.5392 (0.5400)  loss_giou_dn_5: 0.5392 (0.5401)  loss_vfl: 0.7372 (0.7442)  loss_vfl_aux_0: 0.8687 (0.8776)  loss_vfl_aux_1: 0.8136 (0.8251)  loss_vfl_aux_2: 0.7549 (0.7784)  loss_vfl_aux_3: 0.7529 (0.7555)  loss_vfl_aux_4: 0.7380 (0.7471)  loss_vfl_aux_5: 0.8472 (0.8546)  loss_vfl_dn_0: 0.4727 (0.4799)  loss_vfl_dn_1: 0.4233 (0.4272)  loss_vfl_dn_2: 0.4051 (0.4096)  loss_vfl_dn_3: 0.3974 (0.4021)  loss_vfl_dn_4: 0.3960 (0.3992)  loss_vfl_dn_5: 0.3970 (0.3985)  time: 0.4745  data: 0.0142  max mem: 5653
Epoch: [10]  [2500/7393]  eta: 0:38:59  lr: 0.000010  loss: 18.3098 (18.3707)  loss_bbox: 0.1633 (0.1827)  loss_bbox_aux_0: 0.1849 (0.1978)  loss_bbox_aux_1: 0.1771 (0.1874)  loss_bbox_aux_2: 0.1683 (0.1845)  loss_bbox_aux_3: 0.1666 (0.1830)  loss_bbox_aux_4: 0.1617 (0.1827)  loss_bbox_aux_5: 0.2268 (0.2419)  loss_bbox_dn_0: 0.3153 (0.3365)  loss_bbox_dn_1: 0.2487 (0.2669)  loss_bbox_dn_2: 0.2353 (0.2473)  loss_bbox_dn_3: 0.2284 (0.2393)  loss_bbox_dn_4: 0.2240 (0.2369)  loss_bbox_dn_5: 0.2234 (0.2368)  loss_giou: 0.5351 (0.5387)  loss_giou_aux_0: 0.5743 (0.5669)  loss_giou_aux_1: 0.5563 (0.5484)  loss_giou_aux_2: 0.5464 (0.5429)  loss_giou_aux_3: 0.5410 (0.5399)  loss_giou_aux_4: 0.5367 (0.5388)  loss_giou_aux_5: 0.6594 (0.6437)  loss_giou_dn_0: 0.6780 (0.6790)  loss_giou_dn_1: 0.5785 (0.5761)  loss_giou_dn_2: 0.5508 (0.5507)  loss_giou_dn_3: 0.5440 (0.5422)  loss_giou_dn_4: 0.5422 (0.5399)  loss_giou_dn_5: 0.5423 (0.5400)  loss_vfl: 0.7350 (0.7444)  loss_vfl_aux_0: 0.8534 (0.8774)  loss_vfl_aux_1: 0.8578 (0.8253)  loss_vfl_aux_2: 0.7810 (0.7784)  loss_vfl_aux_3: 0.7664 (0.7556)  loss_vfl_aux_4: 0.7366 (0.7472)  loss_vfl_aux_5: 0.8476 (0.8547)  loss_vfl_dn_0: 0.4847 (0.4799)  loss_vfl_dn_1: 0.4301 (0.4272)  loss_vfl_dn_2: 0.4073 (0.4095)  loss_vfl_dn_3: 0.3966 (0.4021)  loss_vfl_dn_4: 0.3965 (0.3992)  loss_vfl_dn_5: 0.3955 (0.3986)  time: 0.4706  data: 0.0139  max mem: 5653
Epoch: [10]  [2600/7393]  eta: 0:38:10  lr: 0.000010  loss: 18.4433 (18.3672)  loss_bbox: 0.1787 (0.1828)  loss_bbox_aux_0: 0.1898 (0.1978)  loss_bbox_aux_1: 0.1936 (0.1874)  loss_bbox_aux_2: 0.1818 (0.1846)  loss_bbox_aux_3: 0.1789 (0.1831)  loss_bbox_aux_4: 0.1775 (0.1828)  loss_bbox_aux_5: 0.2317 (0.2420)  loss_bbox_dn_0: 0.3410 (0.3367)  loss_bbox_dn_1: 0.2579 (0.2670)  loss_bbox_dn_2: 0.2422 (0.2474)  loss_bbox_dn_3: 0.2405 (0.2394)  loss_bbox_dn_4: 0.2423 (0.2370)  loss_bbox_dn_5: 0.2421 (0.2368)  loss_giou: 0.5155 (0.5387)  loss_giou_aux_0: 0.5240 (0.5669)  loss_giou_aux_1: 0.5196 (0.5482)  loss_giou_aux_2: 0.5129 (0.5429)  loss_giou_aux_3: 0.5127 (0.5399)  loss_giou_aux_4: 0.5180 (0.5388)  loss_giou_aux_5: 0.6074 (0.6435)  loss_giou_dn_0: 0.6732 (0.6790)  loss_giou_dn_1: 0.5681 (0.5760)  loss_giou_dn_2: 0.5386 (0.5506)  loss_giou_dn_3: 0.5326 (0.5421)  loss_giou_dn_4: 0.5303 (0.5398)  loss_giou_dn_5: 0.5302 (0.5399)  loss_vfl: 0.7473 (0.7438)  loss_vfl_aux_0: 0.9219 (0.8773)  loss_vfl_aux_1: 0.8399 (0.8252)  loss_vfl_aux_2: 0.8059 (0.7780)  loss_vfl_aux_3: 0.7628 (0.7549)  loss_vfl_aux_4: 0.7545 (0.7466)  loss_vfl_aux_5: 0.8859 (0.8545)  loss_vfl_dn_0: 0.4770 (0.4798)  loss_vfl_dn_1: 0.4318 (0.4271)  loss_vfl_dn_2: 0.4080 (0.4094)  loss_vfl_dn_3: 0.4015 (0.4020)  loss_vfl_dn_4: 0.3981 (0.3990)  loss_vfl_dn_5: 0.3964 (0.3984)  time: 0.4743  data: 0.0141  max mem: 5653
Epoch: [10]  [2700/7393]  eta: 0:37:21  lr: 0.000010  loss: 17.6602 (18.3661)  loss_bbox: 0.1652 (0.1826)  loss_bbox_aux_0: 0.1775 (0.1977)  loss_bbox_aux_1: 0.1697 (0.1871)  loss_bbox_aux_2: 0.1664 (0.1844)  loss_bbox_aux_3: 0.1674 (0.1830)  loss_bbox_aux_4: 0.1675 (0.1826)  loss_bbox_aux_5: 0.2254 (0.2417)  loss_bbox_dn_0: 0.2697 (0.3363)  loss_bbox_dn_1: 0.2072 (0.2667)  loss_bbox_dn_2: 0.1913 (0.2472)  loss_bbox_dn_3: 0.1870 (0.2391)  loss_bbox_dn_4: 0.1872 (0.2367)  loss_bbox_dn_5: 0.1872 (0.2366)  loss_giou: 0.5325 (0.5391)  loss_giou_aux_0: 0.5362 (0.5672)  loss_giou_aux_1: 0.5434 (0.5486)  loss_giou_aux_2: 0.5378 (0.5432)  loss_giou_aux_3: 0.5346 (0.5403)  loss_giou_aux_4: 0.5316 (0.5391)  loss_giou_aux_5: 0.6269 (0.6438)  loss_giou_dn_0: 0.6825 (0.6791)  loss_giou_dn_1: 0.5729 (0.5761)  loss_giou_dn_2: 0.5502 (0.5508)  loss_giou_dn_3: 0.5453 (0.5423)  loss_giou_dn_4: 0.5424 (0.5400)  loss_giou_dn_5: 0.5422 (0.5401)  loss_vfl: 0.7004 (0.7436)  loss_vfl_aux_0: 0.8337 (0.8770)  loss_vfl_aux_1: 0.7708 (0.8252)  loss_vfl_aux_2: 0.7241 (0.7778)  loss_vfl_aux_3: 0.7017 (0.7547)  loss_vfl_aux_4: 0.7012 (0.7464)  loss_vfl_aux_5: 0.8487 (0.8542)  loss_vfl_dn_0: 0.4689 (0.4798)  loss_vfl_dn_1: 0.4198 (0.4271)  loss_vfl_dn_2: 0.4015 (0.4094)  loss_vfl_dn_3: 0.3951 (0.4020)  loss_vfl_dn_4: 0.3919 (0.3991)  loss_vfl_dn_5: 0.3934 (0.3985)  time: 0.4767  data: 0.0143  max mem: 5653
Epoch: [10]  [2800/7393]  eta: 0:36:31  lr: 0.000010  loss: 17.8448 (18.3602)  loss_bbox: 0.1692 (0.1826)  loss_bbox_aux_0: 0.1835 (0.1976)  loss_bbox_aux_1: 0.1754 (0.1871)  loss_bbox_aux_2: 0.1711 (0.1844)  loss_bbox_aux_3: 0.1685 (0.1829)  loss_bbox_aux_4: 0.1691 (0.1826)  loss_bbox_aux_5: 0.2156 (0.2416)  loss_bbox_dn_0: 0.3261 (0.3365)  loss_bbox_dn_1: 0.2525 (0.2668)  loss_bbox_dn_2: 0.2377 (0.2472)  loss_bbox_dn_3: 0.2353 (0.2391)  loss_bbox_dn_4: 0.2321 (0.2367)  loss_bbox_dn_5: 0.2319 (0.2366)  loss_giou: 0.4806 (0.5385)  loss_giou_aux_0: 0.5003 (0.5666)  loss_giou_aux_1: 0.4915 (0.5480)  loss_giou_aux_2: 0.4889 (0.5426)  loss_giou_aux_3: 0.4802 (0.5396)  loss_giou_aux_4: 0.4802 (0.5385)  loss_giou_aux_5: 0.5646 (0.6431)  loss_giou_dn_0: 0.6273 (0.6788)  loss_giou_dn_1: 0.5310 (0.5757)  loss_giou_dn_2: 0.5028 (0.5503)  loss_giou_dn_3: 0.4960 (0.5417)  loss_giou_dn_4: 0.4954 (0.5394)  loss_giou_dn_5: 0.4954 (0.5395)  loss_vfl: 0.7491 (0.7436)  loss_vfl_aux_0: 0.8824 (0.8774)  loss_vfl_aux_1: 0.8337 (0.8256)  loss_vfl_aux_2: 0.7750 (0.7779)  loss_vfl_aux_3: 0.7508 (0.7547)  loss_vfl_aux_4: 0.7453 (0.7464)  loss_vfl_aux_5: 0.8407 (0.8545)  loss_vfl_dn_0: 0.4762 (0.4799)  loss_vfl_dn_1: 0.4202 (0.4271)  loss_vfl_dn_2: 0.4068 (0.4094)  loss_vfl_dn_3: 0.4008 (0.4021)  loss_vfl_dn_4: 0.3986 (0.3991)  loss_vfl_dn_5: 0.3937 (0.3985)  time: 0.4579  data: 0.0138  max mem: 5653
Epoch: [10]  [2900/7393]  eta: 0:35:44  lr: 0.000010  loss: 18.6039 (18.3596)  loss_bbox: 0.1699 (0.1825)  loss_bbox_aux_0: 0.1886 (0.1974)  loss_bbox_aux_1: 0.1755 (0.1870)  loss_bbox_aux_2: 0.1703 (0.1842)  loss_bbox_aux_3: 0.1715 (0.1828)  loss_bbox_aux_4: 0.1691 (0.1825)  loss_bbox_aux_5: 0.2311 (0.2415)  loss_bbox_dn_0: 0.3054 (0.3365)  loss_bbox_dn_1: 0.2405 (0.2668)  loss_bbox_dn_2: 0.2322 (0.2472)  loss_bbox_dn_3: 0.2264 (0.2392)  loss_bbox_dn_4: 0.2249 (0.2367)  loss_bbox_dn_5: 0.2245 (0.2366)  loss_giou: 0.4677 (0.5378)  loss_giou_aux_0: 0.5085 (0.5659)  loss_giou_aux_1: 0.5038 (0.5474)  loss_giou_aux_2: 0.4698 (0.5420)  loss_giou_aux_3: 0.4631 (0.5390)  loss_giou_aux_4: 0.4678 (0.5379)  loss_giou_aux_5: 0.5792 (0.6424)  loss_giou_dn_0: 0.6586 (0.6785)  loss_giou_dn_1: 0.5469 (0.5755)  loss_giou_dn_2: 0.5248 (0.5501)  loss_giou_dn_3: 0.5257 (0.5415)  loss_giou_dn_4: 0.5236 (0.5392)  loss_giou_dn_5: 0.5234 (0.5393)  loss_vfl: 0.7384 (0.7442)  loss_vfl_aux_0: 0.8604 (0.8786)  loss_vfl_aux_1: 0.8219 (0.8266)  loss_vfl_aux_2: 0.7706 (0.7786)  loss_vfl_aux_3: 0.7622 (0.7554)  loss_vfl_aux_4: 0.7434 (0.7470)  loss_vfl_aux_5: 0.8597 (0.8550)  loss_vfl_dn_0: 0.4774 (0.4800)  loss_vfl_dn_1: 0.4205 (0.4272)  loss_vfl_dn_2: 0.4035 (0.4096)  loss_vfl_dn_3: 0.3969 (0.4022)  loss_vfl_dn_4: 0.3906 (0.3992)  loss_vfl_dn_5: 0.3941 (0.3986)  time: 0.4907  data: 0.0140  max mem: 5653
Epoch: [10]  [3000/7393]  eta: 0:34:54  lr: 0.000010  loss: 17.9668 (18.3605)  loss_bbox: 0.1780 (0.1824)  loss_bbox_aux_0: 0.1933 (0.1974)  loss_bbox_aux_1: 0.1761 (0.1868)  loss_bbox_aux_2: 0.1834 (0.1842)  loss_bbox_aux_3: 0.1806 (0.1827)  loss_bbox_aux_4: 0.1822 (0.1825)  loss_bbox_aux_5: 0.2530 (0.2415)  loss_bbox_dn_0: 0.3435 (0.3367)  loss_bbox_dn_1: 0.2777 (0.2670)  loss_bbox_dn_2: 0.2527 (0.2474)  loss_bbox_dn_3: 0.2416 (0.2393)  loss_bbox_dn_4: 0.2388 (0.2369)  loss_bbox_dn_5: 0.2386 (0.2367)  loss_giou: 0.5102 (0.5374)  loss_giou_aux_0: 0.5176 (0.5654)  loss_giou_aux_1: 0.5092 (0.5469)  loss_giou_aux_2: 0.5159 (0.5415)  loss_giou_aux_3: 0.5141 (0.5386)  loss_giou_aux_4: 0.5104 (0.5375)  loss_giou_aux_5: 0.6025 (0.6421)  loss_giou_dn_0: 0.6402 (0.6784)  loss_giou_dn_1: 0.5341 (0.5753)  loss_giou_dn_2: 0.5062 (0.5498)  loss_giou_dn_3: 0.4987 (0.5413)  loss_giou_dn_4: 0.4946 (0.5390)  loss_giou_dn_5: 0.4947 (0.5390)  loss_vfl: 0.7197 (0.7446)  loss_vfl_aux_0: 0.8756 (0.8794)  loss_vfl_aux_1: 0.8306 (0.8278)  loss_vfl_aux_2: 0.7591 (0.7794)  loss_vfl_aux_3: 0.7536 (0.7557)  loss_vfl_aux_4: 0.7394 (0.7473)  loss_vfl_aux_5: 0.8393 (0.8555)  loss_vfl_dn_0: 0.4772 (0.4800)  loss_vfl_dn_1: 0.4179 (0.4273)  loss_vfl_dn_2: 0.4020 (0.4096)  loss_vfl_dn_3: 0.3928 (0.4022)  loss_vfl_dn_4: 0.3914 (0.3992)  loss_vfl_dn_5: 0.3906 (0.3986)  time: 0.4674  data: 0.0137  max mem: 5653
Epoch: [10]  [3100/7393]  eta: 0:34:07  lr: 0.000010  loss: 18.4755 (18.3631)  loss_bbox: 0.1819 (0.1827)  loss_bbox_aux_0: 0.1930 (0.1975)  loss_bbox_aux_1: 0.1930 (0.1870)  loss_bbox_aux_2: 0.1850 (0.1844)  loss_bbox_aux_3: 0.1860 (0.1830)  loss_bbox_aux_4: 0.1822 (0.1827)  loss_bbox_aux_5: 0.2347 (0.2418)  loss_bbox_dn_0: 0.3438 (0.3371)  loss_bbox_dn_1: 0.2624 (0.2673)  loss_bbox_dn_2: 0.2349 (0.2476)  loss_bbox_dn_3: 0.2261 (0.2396)  loss_bbox_dn_4: 0.2269 (0.2371)  loss_bbox_dn_5: 0.2279 (0.2370)  loss_giou: 0.4789 (0.5371)  loss_giou_aux_0: 0.5040 (0.5651)  loss_giou_aux_1: 0.4883 (0.5466)  loss_giou_aux_2: 0.4744 (0.5413)  loss_giou_aux_3: 0.4795 (0.5383)  loss_giou_aux_4: 0.4726 (0.5372)  loss_giou_aux_5: 0.5884 (0.6418)  loss_giou_dn_0: 0.6577 (0.6782)  loss_giou_dn_1: 0.5489 (0.5751)  loss_giou_dn_2: 0.5243 (0.5496)  loss_giou_dn_3: 0.5173 (0.5411)  loss_giou_dn_4: 0.5156 (0.5387)  loss_giou_dn_5: 0.5156 (0.5388)  loss_vfl: 0.7873 (0.7447)  loss_vfl_aux_0: 0.9351 (0.8799)  loss_vfl_aux_1: 0.9091 (0.8286)  loss_vfl_aux_2: 0.8302 (0.7796)  loss_vfl_aux_3: 0.8057 (0.7560)  loss_vfl_aux_4: 0.8052 (0.7474)  loss_vfl_aux_5: 0.9086 (0.8557)  loss_vfl_dn_0: 0.4806 (0.4801)  loss_vfl_dn_1: 0.4315 (0.4273)  loss_vfl_dn_2: 0.4162 (0.4097)  loss_vfl_dn_3: 0.4080 (0.4023)  loss_vfl_dn_4: 0.4017 (0.3993)  loss_vfl_dn_5: 0.4022 (0.3987)  time: 0.4725  data: 0.0139  max mem: 5653
Epoch: [10]  [3200/7393]  eta: 0:33:25  lr: 0.000010  loss: 18.7066 (18.3623)  loss_bbox: 0.1843 (0.1828)  loss_bbox_aux_0: 0.1965 (0.1977)  loss_bbox_aux_1: 0.1874 (0.1872)  loss_bbox_aux_2: 0.1801 (0.1845)  loss_bbox_aux_3: 0.1849 (0.1831)  loss_bbox_aux_4: 0.1831 (0.1829)  loss_bbox_aux_5: 0.2374 (0.2419)  loss_bbox_dn_0: 0.3727 (0.3373)  loss_bbox_dn_1: 0.2857 (0.2675)  loss_bbox_dn_2: 0.2584 (0.2477)  loss_bbox_dn_3: 0.2520 (0.2397)  loss_bbox_dn_4: 0.2494 (0.2372)  loss_bbox_dn_5: 0.2490 (0.2371)  loss_giou: 0.4908 (0.5367)  loss_giou_aux_0: 0.5398 (0.5649)  loss_giou_aux_1: 0.5164 (0.5462)  loss_giou_aux_2: 0.4947 (0.5409)  loss_giou_aux_3: 0.4946 (0.5379)  loss_giou_aux_4: 0.4841 (0.5368)  loss_giou_aux_5: 0.6074 (0.6415)  loss_giou_dn_0: 0.6600 (0.6779)  loss_giou_dn_1: 0.5507 (0.5748)  loss_giou_dn_2: 0.5276 (0.5493)  loss_giou_dn_3: 0.5190 (0.5407)  loss_giou_dn_4: 0.5171 (0.5383)  loss_giou_dn_5: 0.5172 (0.5384)  loss_vfl: 0.8203 (0.7449)  loss_vfl_aux_0: 0.9141 (0.8801)  loss_vfl_aux_1: 0.8700 (0.8292)  loss_vfl_aux_2: 0.8645 (0.7799)  loss_vfl_aux_3: 0.8169 (0.7563)  loss_vfl_aux_4: 0.8190 (0.7477)  loss_vfl_aux_5: 0.9404 (0.8560)  loss_vfl_dn_0: 0.4817 (0.4802)  loss_vfl_dn_1: 0.4332 (0.4274)  loss_vfl_dn_2: 0.4093 (0.4097)  loss_vfl_dn_3: 0.4005 (0.4022)  loss_vfl_dn_4: 0.3975 (0.3993)  loss_vfl_dn_5: 0.3956 (0.3986)  time: 0.4651  data: 0.0136  max mem: 5653
Epoch: [10]  [3300/7393]  eta: 0:32:36  lr: 0.000010  loss: 17.8988 (18.3580)  loss_bbox: 0.1902 (0.1828)  loss_bbox_aux_0: 0.1980 (0.1977)  loss_bbox_aux_1: 0.1803 (0.1870)  loss_bbox_aux_2: 0.1851 (0.1844)  loss_bbox_aux_3: 0.1921 (0.1830)  loss_bbox_aux_4: 0.1926 (0.1828)  loss_bbox_aux_5: 0.2435 (0.2418)  loss_bbox_dn_0: 0.3357 (0.3376)  loss_bbox_dn_1: 0.2630 (0.2676)  loss_bbox_dn_2: 0.2423 (0.2478)  loss_bbox_dn_3: 0.2353 (0.2397)  loss_bbox_dn_4: 0.2302 (0.2373)  loss_bbox_dn_5: 0.2302 (0.2371)  loss_giou: 0.5213 (0.5361)  loss_giou_aux_0: 0.5270 (0.5644)  loss_giou_aux_1: 0.5168 (0.5455)  loss_giou_aux_2: 0.5027 (0.5403)  loss_giou_aux_3: 0.5226 (0.5372)  loss_giou_aux_4: 0.5215 (0.5362)  loss_giou_aux_5: 0.5933 (0.6410)  loss_giou_dn_0: 0.6623 (0.6776)  loss_giou_dn_1: 0.5507 (0.5744)  loss_giou_dn_2: 0.5232 (0.5489)  loss_giou_dn_3: 0.5079 (0.5403)  loss_giou_dn_4: 0.5042 (0.5380)  loss_giou_dn_5: 0.5038 (0.5381)  loss_vfl: 0.7129 (0.7451)  loss_vfl_aux_0: 0.8775 (0.8805)  loss_vfl_aux_1: 0.8084 (0.8298)  loss_vfl_aux_2: 0.7662 (0.7801)  loss_vfl_aux_3: 0.7305 (0.7565)  loss_vfl_aux_4: 0.7160 (0.7479)  loss_vfl_aux_5: 0.8424 (0.8562)  loss_vfl_dn_0: 0.4796 (0.4802)  loss_vfl_dn_1: 0.4222 (0.4273)  loss_vfl_dn_2: 0.4028 (0.4096)  loss_vfl_dn_3: 0.3917 (0.4022)  loss_vfl_dn_4: 0.3907 (0.3992)  loss_vfl_dn_5: 0.3895 (0.3986)  time: 0.4741  data: 0.0141  max mem: 5653
Epoch: [10]  [3400/7393]  eta: 0:31:47  lr: 0.000010  loss: 18.7482 (18.3651)  loss_bbox: 0.1874 (0.1828)  loss_bbox_aux_0: 0.1997 (0.1977)  loss_bbox_aux_1: 0.1886 (0.1870)  loss_bbox_aux_2: 0.1871 (0.1844)  loss_bbox_aux_3: 0.1921 (0.1831)  loss_bbox_aux_4: 0.1864 (0.1828)  loss_bbox_aux_5: 0.2341 (0.2417)  loss_bbox_dn_0: 0.3385 (0.3377)  loss_bbox_dn_1: 0.2794 (0.2679)  loss_bbox_dn_2: 0.2568 (0.2481)  loss_bbox_dn_3: 0.2492 (0.2400)  loss_bbox_dn_4: 0.2436 (0.2375)  loss_bbox_dn_5: 0.2443 (0.2374)  loss_giou: 0.4615 (0.5360)  loss_giou_aux_0: 0.5225 (0.5643)  loss_giou_aux_1: 0.4858 (0.5454)  loss_giou_aux_2: 0.4773 (0.5402)  loss_giou_aux_3: 0.4636 (0.5372)  loss_giou_aux_4: 0.4630 (0.5362)  loss_giou_aux_5: 0.5954 (0.6408)  loss_giou_dn_0: 0.6623 (0.6779)  loss_giou_dn_1: 0.5694 (0.5747)  loss_giou_dn_2: 0.5308 (0.5491)  loss_giou_dn_3: 0.5223 (0.5406)  loss_giou_dn_4: 0.5188 (0.5382)  loss_giou_dn_5: 0.5189 (0.5383)  loss_vfl: 0.7763 (0.7457)  loss_vfl_aux_0: 0.9183 (0.8812)  loss_vfl_aux_1: 0.8548 (0.8308)  loss_vfl_aux_2: 0.8235 (0.7808)  loss_vfl_aux_3: 0.7931 (0.7571)  loss_vfl_aux_4: 0.7862 (0.7484)  loss_vfl_aux_5: 0.8665 (0.8567)  loss_vfl_dn_0: 0.4804 (0.4803)  loss_vfl_dn_1: 0.4295 (0.4274)  loss_vfl_dn_2: 0.4103 (0.4097)  loss_vfl_dn_3: 0.4007 (0.4022)  loss_vfl_dn_4: 0.3974 (0.3993)  loss_vfl_dn_5: 0.3978 (0.3987)  time: 0.4720  data: 0.0137  max mem: 5653
Epoch: [10]  [3500/7393]  eta: 0:31:03  lr: 0.000010  loss: 18.4579 (18.3594)  loss_bbox: 0.1871 (0.1829)  loss_bbox_aux_0: 0.1832 (0.1978)  loss_bbox_aux_1: 0.1830 (0.1870)  loss_bbox_aux_2: 0.1790 (0.1844)  loss_bbox_aux_3: 0.1889 (0.1831)  loss_bbox_aux_4: 0.1877 (0.1828)  loss_bbox_aux_5: 0.2367 (0.2418)  loss_bbox_dn_0: 0.2952 (0.3376)  loss_bbox_dn_1: 0.2413 (0.2677)  loss_bbox_dn_2: 0.2267 (0.2478)  loss_bbox_dn_3: 0.2186 (0.2397)  loss_bbox_dn_4: 0.2151 (0.2373)  loss_bbox_dn_5: 0.2151 (0.2372)  loss_giou: 0.5353 (0.5362)  loss_giou_aux_0: 0.5415 (0.5645)  loss_giou_aux_1: 0.5347 (0.5456)  loss_giou_aux_2: 0.5360 (0.5404)  loss_giou_aux_3: 0.5279 (0.5374)  loss_giou_aux_4: 0.5179 (0.5363)  loss_giou_aux_5: 0.6131 (0.6409)  loss_giou_dn_0: 0.6514 (0.6776)  loss_giou_dn_1: 0.5454 (0.5744)  loss_giou_dn_2: 0.5203 (0.5488)  loss_giou_dn_3: 0.5154 (0.5403)  loss_giou_dn_4: 0.5141 (0.5379)  loss_giou_dn_5: 0.5140 (0.5380)  loss_vfl: 0.7273 (0.7451)  loss_vfl_aux_0: 0.8595 (0.8809)  loss_vfl_aux_1: 0.8063 (0.8304)  loss_vfl_aux_2: 0.7569 (0.7803)  loss_vfl_aux_3: 0.7423 (0.7566)  loss_vfl_aux_4: 0.7219 (0.7478)  loss_vfl_aux_5: 0.8535 (0.8565)  loss_vfl_dn_0: 0.4763 (0.4801)  loss_vfl_dn_1: 0.4222 (0.4273)  loss_vfl_dn_2: 0.4044 (0.4095)  loss_vfl_dn_3: 0.3992 (0.4021)  loss_vfl_dn_4: 0.3950 (0.3991)  loss_vfl_dn_5: 0.3931 (0.3985)  time: 0.4677  data: 0.0139  max mem: 5653
Epoch: [10]  [3600/7393]  eta: 0:30:14  lr: 0.000010  loss: 18.3013 (18.3571)  loss_bbox: 0.1824 (0.1828)  loss_bbox_aux_0: 0.1926 (0.1976)  loss_bbox_aux_1: 0.1880 (0.1869)  loss_bbox_aux_2: 0.1830 (0.1844)  loss_bbox_aux_3: 0.1826 (0.1830)  loss_bbox_aux_4: 0.1809 (0.1828)  loss_bbox_aux_5: 0.2298 (0.2415)  loss_bbox_dn_0: 0.3242 (0.3371)  loss_bbox_dn_1: 0.2429 (0.2673)  loss_bbox_dn_2: 0.2187 (0.2475)  loss_bbox_dn_3: 0.2074 (0.2394)  loss_bbox_dn_4: 0.2061 (0.2369)  loss_bbox_dn_5: 0.2062 (0.2368)  loss_giou: 0.5865 (0.5366)  loss_giou_aux_0: 0.6159 (0.5648)  loss_giou_aux_1: 0.5899 (0.5459)  loss_giou_aux_2: 0.5991 (0.5407)  loss_giou_aux_3: 0.6088 (0.5377)  loss_giou_aux_4: 0.5965 (0.5367)  loss_giou_aux_5: 0.6766 (0.6411)  loss_giou_dn_0: 0.6994 (0.6778)  loss_giou_dn_1: 0.6003 (0.5746)  loss_giou_dn_2: 0.5733 (0.5490)  loss_giou_dn_3: 0.5656 (0.5405)  loss_giou_dn_4: 0.5623 (0.5381)  loss_giou_dn_5: 0.5628 (0.5382)  loss_vfl: 0.7223 (0.7447)  loss_vfl_aux_0: 0.8542 (0.8805)  loss_vfl_aux_1: 0.8010 (0.8301)  loss_vfl_aux_2: 0.7441 (0.7799)  loss_vfl_aux_3: 0.7271 (0.7562)  loss_vfl_aux_4: 0.7316 (0.7475)  loss_vfl_aux_5: 0.8140 (0.8562)  loss_vfl_dn_0: 0.4762 (0.4801)  loss_vfl_dn_1: 0.4262 (0.4272)  loss_vfl_dn_2: 0.4092 (0.4095)  loss_vfl_dn_3: 0.4042 (0.4021)  loss_vfl_dn_4: 0.4028 (0.3991)  loss_vfl_dn_5: 0.4017 (0.3985)  time: 0.4692  data: 0.0140  max mem: 5653
Epoch: [10]  [3700/7393]  eta: 0:29:26  lr: 0.000010  loss: 18.1667 (18.3558)  loss_bbox: 0.1719 (0.1826)  loss_bbox_aux_0: 0.1808 (0.1975)  loss_bbox_aux_1: 0.1651 (0.1868)  loss_bbox_aux_2: 0.1620 (0.1842)  loss_bbox_aux_3: 0.1703 (0.1828)  loss_bbox_aux_4: 0.1743 (0.1827)  loss_bbox_aux_5: 0.2160 (0.2414)  loss_bbox_dn_0: 0.3120 (0.3372)  loss_bbox_dn_1: 0.2445 (0.2673)  loss_bbox_dn_2: 0.2325 (0.2474)  loss_bbox_dn_3: 0.2293 (0.2394)  loss_bbox_dn_4: 0.2275 (0.2369)  loss_bbox_dn_5: 0.2274 (0.2368)  loss_giou: 0.5137 (0.5364)  loss_giou_aux_0: 0.5318 (0.5646)  loss_giou_aux_1: 0.5214 (0.5456)  loss_giou_aux_2: 0.5118 (0.5405)  loss_giou_aux_3: 0.5119 (0.5375)  loss_giou_aux_4: 0.5140 (0.5365)  loss_giou_aux_5: 0.6225 (0.6409)  loss_giou_dn_0: 0.6757 (0.6777)  loss_giou_dn_1: 0.5770 (0.5745)  loss_giou_dn_2: 0.5450 (0.5489)  loss_giou_dn_3: 0.5319 (0.5403)  loss_giou_dn_4: 0.5297 (0.5380)  loss_giou_dn_5: 0.5299 (0.5381)  loss_vfl: 0.7434 (0.7448)  loss_vfl_aux_0: 0.8743 (0.8807)  loss_vfl_aux_1: 0.8381 (0.8306)  loss_vfl_aux_2: 0.7718 (0.7800)  loss_vfl_aux_3: 0.7676 (0.7564)  loss_vfl_aux_4: 0.7414 (0.7475)  loss_vfl_aux_5: 0.8566 (0.8564)  loss_vfl_dn_0: 0.4826 (0.4802)  loss_vfl_dn_1: 0.4262 (0.4273)  loss_vfl_dn_2: 0.4108 (0.4096)  loss_vfl_dn_3: 0.4054 (0.4021)  loss_vfl_dn_4: 0.4012 (0.3991)  loss_vfl_dn_5: 0.3994 (0.3985)  time: 0.4783  data: 0.0148  max mem: 5653
Epoch: [10]  [3800/7393]  eta: 0:28:42  lr: 0.000010  loss: 18.6980 (18.3495)  loss_bbox: 0.1846 (0.1825)  loss_bbox_aux_0: 0.1981 (0.1974)  loss_bbox_aux_1: 0.1839 (0.1866)  loss_bbox_aux_2: 0.1870 (0.1841)  loss_bbox_aux_3: 0.1830 (0.1827)  loss_bbox_aux_4: 0.1838 (0.1825)  loss_bbox_aux_5: 0.2352 (0.2413)  loss_bbox_dn_0: 0.3122 (0.3369)  loss_bbox_dn_1: 0.2423 (0.2670)  loss_bbox_dn_2: 0.2247 (0.2472)  loss_bbox_dn_3: 0.2190 (0.2391)  loss_bbox_dn_4: 0.2164 (0.2366)  loss_bbox_dn_5: 0.2157 (0.2365)  loss_giou: 0.5667 (0.5364)  loss_giou_aux_0: 0.6048 (0.5646)  loss_giou_aux_1: 0.5866 (0.5457)  loss_giou_aux_2: 0.5743 (0.5405)  loss_giou_aux_3: 0.5614 (0.5374)  loss_giou_aux_4: 0.5686 (0.5365)  loss_giou_aux_5: 0.6814 (0.6409)  loss_giou_dn_0: 0.7012 (0.6776)  loss_giou_dn_1: 0.5970 (0.5743)  loss_giou_dn_2: 0.5755 (0.5487)  loss_giou_dn_3: 0.5685 (0.5402)  loss_giou_dn_4: 0.5652 (0.5378)  loss_giou_dn_5: 0.5650 (0.5379)  loss_vfl: 0.6981 (0.7445)  loss_vfl_aux_0: 0.7997 (0.8803)  loss_vfl_aux_1: 0.7565 (0.8300)  loss_vfl_aux_2: 0.7179 (0.7796)  loss_vfl_aux_3: 0.7126 (0.7562)  loss_vfl_aux_4: 0.7003 (0.7473)  loss_vfl_aux_5: 0.7836 (0.8560)  loss_vfl_dn_0: 0.4713 (0.4801)  loss_vfl_dn_1: 0.4235 (0.4273)  loss_vfl_dn_2: 0.4086 (0.4095)  loss_vfl_dn_3: 0.4054 (0.4021)  loss_vfl_dn_4: 0.4025 (0.3991)  loss_vfl_dn_5: 0.4027 (0.3985)  time: 0.7217  data: 0.0136  max mem: 5653
Epoch: [10]  [3900/7393]  eta: 0:27:53  lr: 0.000010  loss: 18.3056 (18.3459)  loss_bbox: 0.1683 (0.1826)  loss_bbox_aux_0: 0.1898 (0.1974)  loss_bbox_aux_1: 0.1656 (0.1866)  loss_bbox_aux_2: 0.1580 (0.1841)  loss_bbox_aux_3: 0.1572 (0.1827)  loss_bbox_aux_4: 0.1644 (0.1826)  loss_bbox_aux_5: 0.2302 (0.2414)  loss_bbox_dn_0: 0.3349 (0.3369)  loss_bbox_dn_1: 0.2574 (0.2670)  loss_bbox_dn_2: 0.2407 (0.2472)  loss_bbox_dn_3: 0.2333 (0.2391)  loss_bbox_dn_4: 0.2333 (0.2367)  loss_bbox_dn_5: 0.2334 (0.2366)  loss_giou: 0.5067 (0.5360)  loss_giou_aux_0: 0.5382 (0.5643)  loss_giou_aux_1: 0.5134 (0.5453)  loss_giou_aux_2: 0.5164 (0.5401)  loss_giou_aux_3: 0.5058 (0.5371)  loss_giou_aux_4: 0.5064 (0.5361)  loss_giou_aux_5: 0.6077 (0.6407)  loss_giou_dn_0: 0.6443 (0.6773)  loss_giou_dn_1: 0.5472 (0.5740)  loss_giou_dn_2: 0.5273 (0.5485)  loss_giou_dn_3: 0.5201 (0.5399)  loss_giou_dn_4: 0.5163 (0.5375)  loss_giou_dn_5: 0.5164 (0.5376)  loss_vfl: 0.7361 (0.7445)  loss_vfl_aux_0: 0.8765 (0.8803)  loss_vfl_aux_1: 0.8232 (0.8300)  loss_vfl_aux_2: 0.7645 (0.7797)  loss_vfl_aux_3: 0.7455 (0.7563)  loss_vfl_aux_4: 0.7396 (0.7473)  loss_vfl_aux_5: 0.8337 (0.8558)  loss_vfl_dn_0: 0.4831 (0.4802)  loss_vfl_dn_1: 0.4220 (0.4273)  loss_vfl_dn_2: 0.4076 (0.4095)  loss_vfl_dn_3: 0.4043 (0.4021)  loss_vfl_dn_4: 0.3984 (0.3991)  loss_vfl_dn_5: 0.3968 (0.3985)  time: 0.4795  data: 0.0150  max mem: 5653
Epoch: [10]  [4000/7393]  eta: 0:27:05  lr: 0.000010  loss: 18.8358 (18.3460)  loss_bbox: 0.1620 (0.1824)  loss_bbox_aux_0: 0.1738 (0.1973)  loss_bbox_aux_1: 0.1657 (0.1865)  loss_bbox_aux_2: 0.1772 (0.1840)  loss_bbox_aux_3: 0.1636 (0.1825)  loss_bbox_aux_4: 0.1585 (0.1824)  loss_bbox_aux_5: 0.2196 (0.2412)  loss_bbox_dn_0: 0.2974 (0.3367)  loss_bbox_dn_1: 0.2423 (0.2669)  loss_bbox_dn_2: 0.2232 (0.2470)  loss_bbox_dn_3: 0.2026 (0.2390)  loss_bbox_dn_4: 0.2009 (0.2365)  loss_bbox_dn_5: 0.2012 (0.2364)  loss_giou: 0.5061 (0.5360)  loss_giou_aux_0: 0.5276 (0.5641)  loss_giou_aux_1: 0.5115 (0.5451)  loss_giou_aux_2: 0.5192 (0.5400)  loss_giou_aux_3: 0.5116 (0.5370)  loss_giou_aux_4: 0.5062 (0.5360)  loss_giou_aux_5: 0.6252 (0.6405)  loss_giou_dn_0: 0.6873 (0.6772)  loss_giou_dn_1: 0.5817 (0.5740)  loss_giou_dn_2: 0.5565 (0.5484)  loss_giou_dn_3: 0.5447 (0.5398)  loss_giou_dn_4: 0.5415 (0.5375)  loss_giou_dn_5: 0.5424 (0.5376)  loss_vfl: 0.7926 (0.7450)  loss_vfl_aux_0: 0.9216 (0.8807)  loss_vfl_aux_1: 0.8779 (0.8305)  loss_vfl_aux_2: 0.8232 (0.7802)  loss_vfl_aux_3: 0.7987 (0.7567)  loss_vfl_aux_4: 0.7955 (0.7478)  loss_vfl_aux_5: 0.8530 (0.8561)  loss_vfl_dn_0: 0.4820 (0.4802)  loss_vfl_dn_1: 0.4395 (0.4273)  loss_vfl_dn_2: 0.4222 (0.4096)  loss_vfl_dn_3: 0.4125 (0.4021)  loss_vfl_dn_4: 0.4080 (0.3992)  loss_vfl_dn_5: 0.4047 (0.3985)  time: 0.4635  data: 0.0147  max mem: 5653
Epoch: [10]  [4100/7393]  eta: 0:26:16  lr: 0.000010  loss: 17.6458 (18.3426)  loss_bbox: 0.1536 (0.1823)  loss_bbox_aux_0: 0.1639 (0.1971)  loss_bbox_aux_1: 0.1549 (0.1863)  loss_bbox_aux_2: 0.1534 (0.1839)  loss_bbox_aux_3: 0.1560 (0.1824)  loss_bbox_aux_4: 0.1525 (0.1823)  loss_bbox_aux_5: 0.2030 (0.2410)  loss_bbox_dn_0: 0.2855 (0.3363)  loss_bbox_dn_1: 0.2217 (0.2666)  loss_bbox_dn_2: 0.2037 (0.2467)  loss_bbox_dn_3: 0.1994 (0.2387)  loss_bbox_dn_4: 0.1995 (0.2362)  loss_bbox_dn_5: 0.1997 (0.2361)  loss_giou: 0.4851 (0.5361)  loss_giou_aux_0: 0.5194 (0.5642)  loss_giou_aux_1: 0.4921 (0.5452)  loss_giou_aux_2: 0.4847 (0.5401)  loss_giou_aux_3: 0.4829 (0.5371)  loss_giou_aux_4: 0.4811 (0.5362)  loss_giou_aux_5: 0.6070 (0.6406)  loss_giou_dn_0: 0.6501 (0.6772)  loss_giou_dn_1: 0.5469 (0.5741)  loss_giou_dn_2: 0.5308 (0.5485)  loss_giou_dn_3: 0.5213 (0.5399)  loss_giou_dn_4: 0.5182 (0.5375)  loss_giou_dn_5: 0.5183 (0.5377)  loss_vfl: 0.6853 (0.7448)  loss_vfl_aux_0: 0.8322 (0.8806)  loss_vfl_aux_1: 0.7938 (0.8303)  loss_vfl_aux_2: 0.7088 (0.7799)  loss_vfl_aux_3: 0.6998 (0.7566)  loss_vfl_aux_4: 0.6901 (0.7476)  loss_vfl_aux_5: 0.7985 (0.8559)  loss_vfl_dn_0: 0.4671 (0.4802)  loss_vfl_dn_1: 0.4152 (0.4273)  loss_vfl_dn_2: 0.3973 (0.4095)  loss_vfl_dn_3: 0.3880 (0.4020)  loss_vfl_dn_4: 0.3874 (0.3991)  loss_vfl_dn_5: 0.3855 (0.3985)  time: 0.4891  data: 0.0141  max mem: 5653
Epoch: [10]  [4200/7393]  eta: 0:25:28  lr: 0.000010  loss: 17.9176 (18.3425)  loss_bbox: 0.1700 (0.1824)  loss_bbox_aux_0: 0.1781 (0.1972)  loss_bbox_aux_1: 0.1792 (0.1865)  loss_bbox_aux_2: 0.1710 (0.1840)  loss_bbox_aux_3: 0.1630 (0.1825)  loss_bbox_aux_4: 0.1688 (0.1824)  loss_bbox_aux_5: 0.2356 (0.2411)  loss_bbox_dn_0: 0.3271 (0.3364)  loss_bbox_dn_1: 0.2627 (0.2666)  loss_bbox_dn_2: 0.2360 (0.2467)  loss_bbox_dn_3: 0.2225 (0.2387)  loss_bbox_dn_4: 0.2194 (0.2363)  loss_bbox_dn_5: 0.2194 (0.2361)  loss_giou: 0.4683 (0.5362)  loss_giou_aux_0: 0.5236 (0.5643)  loss_giou_aux_1: 0.4933 (0.5453)  loss_giou_aux_2: 0.4716 (0.5402)  loss_giou_aux_3: 0.4703 (0.5372)  loss_giou_aux_4: 0.4690 (0.5363)  loss_giou_aux_5: 0.6234 (0.6407)  loss_giou_dn_0: 0.6555 (0.6773)  loss_giou_dn_1: 0.5446 (0.5742)  loss_giou_dn_2: 0.5126 (0.5485)  loss_giou_dn_3: 0.5026 (0.5400)  loss_giou_dn_4: 0.4992 (0.5376)  loss_giou_dn_5: 0.4991 (0.5377)  loss_vfl: 0.7157 (0.7445)  loss_vfl_aux_0: 0.8697 (0.8804)  loss_vfl_aux_1: 0.8218 (0.8299)  loss_vfl_aux_2: 0.7851 (0.7795)  loss_vfl_aux_3: 0.7420 (0.7562)  loss_vfl_aux_4: 0.7072 (0.7473)  loss_vfl_aux_5: 0.8294 (0.8556)  loss_vfl_dn_0: 0.4739 (0.4802)  loss_vfl_dn_1: 0.4283 (0.4273)  loss_vfl_dn_2: 0.4059 (0.4095)  loss_vfl_dn_3: 0.4030 (0.4020)  loss_vfl_dn_4: 0.4021 (0.3991)  loss_vfl_dn_5: 0.4022 (0.3985)  time: 0.4737  data: 0.0145  max mem: 5653
Epoch: [10]  [4300/7393]  eta: 0:24:39  lr: 0.000010  loss: 18.2640 (18.3406)  loss_bbox: 0.1685 (0.1824)  loss_bbox_aux_0: 0.1859 (0.1971)  loss_bbox_aux_1: 0.1761 (0.1864)  loss_bbox_aux_2: 0.1736 (0.1840)  loss_bbox_aux_3: 0.1724 (0.1825)  loss_bbox_aux_4: 0.1687 (0.1824)  loss_bbox_aux_5: 0.2205 (0.2411)  loss_bbox_dn_0: 0.2975 (0.3363)  loss_bbox_dn_1: 0.2439 (0.2665)  loss_bbox_dn_2: 0.2271 (0.2467)  loss_bbox_dn_3: 0.2212 (0.2386)  loss_bbox_dn_4: 0.2196 (0.2362)  loss_bbox_dn_5: 0.2191 (0.2361)  loss_giou: 0.5618 (0.5361)  loss_giou_aux_0: 0.5902 (0.5642)  loss_giou_aux_1: 0.5744 (0.5452)  loss_giou_aux_2: 0.5582 (0.5401)  loss_giou_aux_3: 0.5554 (0.5371)  loss_giou_aux_4: 0.5571 (0.5362)  loss_giou_aux_5: 0.6847 (0.6406)  loss_giou_dn_0: 0.6898 (0.6772)  loss_giou_dn_1: 0.5928 (0.5741)  loss_giou_dn_2: 0.5726 (0.5484)  loss_giou_dn_3: 0.5660 (0.5399)  loss_giou_dn_4: 0.5642 (0.5375)  loss_giou_dn_5: 0.5645 (0.5376)  loss_vfl: 0.7135 (0.7447)  loss_vfl_aux_0: 0.8714 (0.8803)  loss_vfl_aux_1: 0.8099 (0.8298)  loss_vfl_aux_2: 0.7576 (0.7796)  loss_vfl_aux_3: 0.7379 (0.7564)  loss_vfl_aux_4: 0.7265 (0.7474)  loss_vfl_aux_5: 0.8304 (0.8557)  loss_vfl_dn_0: 0.4701 (0.4801)  loss_vfl_dn_1: 0.4232 (0.4272)  loss_vfl_dn_2: 0.4086 (0.4095)  loss_vfl_dn_3: 0.4016 (0.4020)  loss_vfl_dn_4: 0.3997 (0.3991)  loss_vfl_dn_5: 0.4003 (0.3985)  time: 0.4714  data: 0.0143  max mem: 5653
Epoch: [10]  [4400/7393]  eta: 0:23:51  lr: 0.000010  loss: 18.6492 (18.3407)  loss_bbox: 0.1817 (0.1823)  loss_bbox_aux_0: 0.1869 (0.1970)  loss_bbox_aux_1: 0.1856 (0.1863)  loss_bbox_aux_2: 0.1858 (0.1839)  loss_bbox_aux_3: 0.1843 (0.1824)  loss_bbox_aux_4: 0.1816 (0.1823)  loss_bbox_aux_5: 0.2245 (0.2408)  loss_bbox_dn_0: 0.3185 (0.3360)  loss_bbox_dn_1: 0.2680 (0.2663)  loss_bbox_dn_2: 0.2431 (0.2465)  loss_bbox_dn_3: 0.2337 (0.2385)  loss_bbox_dn_4: 0.2335 (0.2360)  loss_bbox_dn_5: 0.2332 (0.2359)  loss_giou: 0.5620 (0.5365)  loss_giou_aux_0: 0.5787 (0.5645)  loss_giou_aux_1: 0.5732 (0.5456)  loss_giou_aux_2: 0.5731 (0.5404)  loss_giou_aux_3: 0.5662 (0.5374)  loss_giou_aux_4: 0.5678 (0.5365)  loss_giou_aux_5: 0.6752 (0.6409)  loss_giou_dn_0: 0.7114 (0.6775)  loss_giou_dn_1: 0.6083 (0.5744)  loss_giou_dn_2: 0.5800 (0.5488)  loss_giou_dn_3: 0.5704 (0.5402)  loss_giou_dn_4: 0.5684 (0.5379)  loss_giou_dn_5: 0.5688 (0.5380)  loss_vfl: 0.7630 (0.7445)  loss_vfl_aux_0: 0.8543 (0.8798)  loss_vfl_aux_1: 0.8309 (0.8294)  loss_vfl_aux_2: 0.7816 (0.7793)  loss_vfl_aux_3: 0.7775 (0.7561)  loss_vfl_aux_4: 0.7777 (0.7473)  loss_vfl_aux_5: 0.8228 (0.8553)  loss_vfl_dn_0: 0.4816 (0.4801)  loss_vfl_dn_1: 0.4325 (0.4272)  loss_vfl_dn_2: 0.4162 (0.4095)  loss_vfl_dn_3: 0.4074 (0.4020)  loss_vfl_dn_4: 0.4052 (0.3991)  loss_vfl_dn_5: 0.4050 (0.3985)  time: 0.4682  data: 0.0135  max mem: 5653
Epoch: [10]  [4500/7393]  eta: 0:23:03  lr: 0.000010  loss: 18.3693 (18.3427)  loss_bbox: 0.1833 (0.1823)  loss_bbox_aux_0: 0.1995 (0.1971)  loss_bbox_aux_1: 0.1924 (0.1864)  loss_bbox_aux_2: 0.1947 (0.1840)  loss_bbox_aux_3: 0.1777 (0.1824)  loss_bbox_aux_4: 0.1824 (0.1823)  loss_bbox_aux_5: 0.2459 (0.2409)  loss_bbox_dn_0: 0.3145 (0.3361)  loss_bbox_dn_1: 0.2472 (0.2664)  loss_bbox_dn_2: 0.2267 (0.2466)  loss_bbox_dn_3: 0.2199 (0.2386)  loss_bbox_dn_4: 0.2171 (0.2361)  loss_bbox_dn_5: 0.2168 (0.2360)  loss_giou: 0.5481 (0.5365)  loss_giou_aux_0: 0.5926 (0.5646)  loss_giou_aux_1: 0.5685 (0.5456)  loss_giou_aux_2: 0.5658 (0.5405)  loss_giou_aux_3: 0.5588 (0.5375)  loss_giou_aux_4: 0.5482 (0.5366)  loss_giou_aux_5: 0.6688 (0.6409)  loss_giou_dn_0: 0.6824 (0.6774)  loss_giou_dn_1: 0.5852 (0.5744)  loss_giou_dn_2: 0.5666 (0.5488)  loss_giou_dn_3: 0.5626 (0.5402)  loss_giou_dn_4: 0.5634 (0.5379)  loss_giou_dn_5: 0.5634 (0.5380)  loss_vfl: 0.7383 (0.7445)  loss_vfl_aux_0: 0.8536 (0.8797)  loss_vfl_aux_1: 0.8333 (0.8295)  loss_vfl_aux_2: 0.7723 (0.7793)  loss_vfl_aux_3: 0.7531 (0.7562)  loss_vfl_aux_4: 0.7433 (0.7473)  loss_vfl_aux_5: 0.8425 (0.8553)  loss_vfl_dn_0: 0.4852 (0.4801)  loss_vfl_dn_1: 0.4228 (0.4272)  loss_vfl_dn_2: 0.4063 (0.4095)  loss_vfl_dn_3: 0.4028 (0.4021)  loss_vfl_dn_4: 0.4014 (0.3991)  loss_vfl_dn_5: 0.3992 (0.3985)  time: 0.4689  data: 0.0140  max mem: 5653
Epoch: [10]  [4600/7393]  eta: 0:22:14  lr: 0.000010  loss: 18.1689 (18.3403)  loss_bbox: 0.1581 (0.1823)  loss_bbox_aux_0: 0.1766 (0.1970)  loss_bbox_aux_1: 0.1614 (0.1863)  loss_bbox_aux_2: 0.1561 (0.1839)  loss_bbox_aux_3: 0.1510 (0.1823)  loss_bbox_aux_4: 0.1585 (0.1823)  loss_bbox_aux_5: 0.2255 (0.2410)  loss_bbox_dn_0: 0.3110 (0.3363)  loss_bbox_dn_1: 0.2411 (0.2665)  loss_bbox_dn_2: 0.2309 (0.2467)  loss_bbox_dn_3: 0.2186 (0.2387)  loss_bbox_dn_4: 0.2187 (0.2363)  loss_bbox_dn_5: 0.2189 (0.2361)  loss_giou: 0.5169 (0.5362)  loss_giou_aux_0: 0.5260 (0.5642)  loss_giou_aux_1: 0.5129 (0.5453)  loss_giou_aux_2: 0.5165 (0.5402)  loss_giou_aux_3: 0.5143 (0.5372)  loss_giou_aux_4: 0.5157 (0.5363)  loss_giou_aux_5: 0.6255 (0.6407)  loss_giou_dn_0: 0.6693 (0.6772)  loss_giou_dn_1: 0.5683 (0.5741)  loss_giou_dn_2: 0.5413 (0.5485)  loss_giou_dn_3: 0.5336 (0.5400)  loss_giou_dn_4: 0.5326 (0.5376)  loss_giou_dn_5: 0.5327 (0.5377)  loss_vfl: 0.7434 (0.7447)  loss_vfl_aux_0: 0.8771 (0.8799)  loss_vfl_aux_1: 0.8289 (0.8296)  loss_vfl_aux_2: 0.7928 (0.7795)  loss_vfl_aux_3: 0.7629 (0.7564)  loss_vfl_aux_4: 0.7476 (0.7475)  loss_vfl_aux_5: 0.8509 (0.8554)  loss_vfl_dn_0: 0.4776 (0.4801)  loss_vfl_dn_1: 0.4252 (0.4272)  loss_vfl_dn_2: 0.4072 (0.4095)  loss_vfl_dn_3: 0.3983 (0.4020)  loss_vfl_dn_4: 0.3951 (0.3991)  loss_vfl_dn_5: 0.3970 (0.3985)  time: 0.4654  data: 0.0144  max mem: 5653
Epoch: [10]  [4700/7393]  eta: 0:21:26  lr: 0.000010  loss: 18.3042 (18.3366)  loss_bbox: 0.1940 (0.1821)  loss_bbox_aux_0: 0.2053 (0.1968)  loss_bbox_aux_1: 0.1825 (0.1862)  loss_bbox_aux_2: 0.1839 (0.1837)  loss_bbox_aux_3: 0.1807 (0.1822)  loss_bbox_aux_4: 0.1839 (0.1821)  loss_bbox_aux_5: 0.2294 (0.2408)  loss_bbox_dn_0: 0.3098 (0.3360)  loss_bbox_dn_1: 0.2572 (0.2662)  loss_bbox_dn_2: 0.2446 (0.2464)  loss_bbox_dn_3: 0.2332 (0.2384)  loss_bbox_dn_4: 0.2342 (0.2360)  loss_bbox_dn_5: 0.2342 (0.2359)  loss_giou: 0.5422 (0.5363)  loss_giou_aux_0: 0.5779 (0.5643)  loss_giou_aux_1: 0.5393 (0.5453)  loss_giou_aux_2: 0.5305 (0.5403)  loss_giou_aux_3: 0.5304 (0.5373)  loss_giou_aux_4: 0.5421 (0.5364)  loss_giou_aux_5: 0.6449 (0.6408)  loss_giou_dn_0: 0.6679 (0.6773)  loss_giou_dn_1: 0.5778 (0.5742)  loss_giou_dn_2: 0.5554 (0.5486)  loss_giou_dn_3: 0.5460 (0.5400)  loss_giou_dn_4: 0.5441 (0.5377)  loss_giou_dn_5: 0.5446 (0.5378)  loss_vfl: 0.7532 (0.7444)  loss_vfl_aux_0: 0.8748 (0.8796)  loss_vfl_aux_1: 0.8482 (0.8293)  loss_vfl_aux_2: 0.7966 (0.7792)  loss_vfl_aux_3: 0.7665 (0.7561)  loss_vfl_aux_4: 0.7519 (0.7471)  loss_vfl_aux_5: 0.8446 (0.8550)  loss_vfl_dn_0: 0.4828 (0.4801)  loss_vfl_dn_1: 0.4360 (0.4272)  loss_vfl_dn_2: 0.4145 (0.4095)  loss_vfl_dn_3: 0.4108 (0.4020)  loss_vfl_dn_4: 0.4078 (0.3991)  loss_vfl_dn_5: 0.4063 (0.3985)  time: 0.4630  data: 0.0139  max mem: 5653
Epoch: [10]  [4800/7393]  eta: 0:20:38  lr: 0.000010  loss: 18.4496 (18.3372)  loss_bbox: 0.1833 (0.1822)  loss_bbox_aux_0: 0.2007 (0.1968)  loss_bbox_aux_1: 0.1841 (0.1862)  loss_bbox_aux_2: 0.1854 (0.1838)  loss_bbox_aux_3: 0.1818 (0.1823)  loss_bbox_aux_4: 0.1814 (0.1822)  loss_bbox_aux_5: 0.2341 (0.2408)  loss_bbox_dn_0: 0.3144 (0.3361)  loss_bbox_dn_1: 0.2370 (0.2663)  loss_bbox_dn_2: 0.2236 (0.2465)  loss_bbox_dn_3: 0.2224 (0.2385)  loss_bbox_dn_4: 0.2220 (0.2360)  loss_bbox_dn_5: 0.2214 (0.2359)  loss_giou: 0.5181 (0.5362)  loss_giou_aux_0: 0.5517 (0.5642)  loss_giou_aux_1: 0.5302 (0.5453)  loss_giou_aux_2: 0.5200 (0.5402)  loss_giou_aux_3: 0.5195 (0.5372)  loss_giou_aux_4: 0.5180 (0.5363)  loss_giou_aux_5: 0.6280 (0.6407)  loss_giou_dn_0: 0.6646 (0.6773)  loss_giou_dn_1: 0.5612 (0.5741)  loss_giou_dn_2: 0.5285 (0.5485)  loss_giou_dn_3: 0.5249 (0.5399)  loss_giou_dn_4: 0.5218 (0.5376)  loss_giou_dn_5: 0.5209 (0.5377)  loss_vfl: 0.7267 (0.7446)  loss_vfl_aux_0: 0.8619 (0.8798)  loss_vfl_aux_1: 0.8296 (0.8295)  loss_vfl_aux_2: 0.7386 (0.7794)  loss_vfl_aux_3: 0.7297 (0.7563)  loss_vfl_aux_4: 0.7241 (0.7473)  loss_vfl_aux_5: 0.8347 (0.8551)  loss_vfl_dn_0: 0.4750 (0.4801)  loss_vfl_dn_1: 0.4285 (0.4272)  loss_vfl_dn_2: 0.4145 (0.4095)  loss_vfl_dn_3: 0.4083 (0.4021)  loss_vfl_dn_4: 0.4069 (0.3991)  loss_vfl_dn_5: 0.4072 (0.3985)  time: 0.4707  data: 0.0138  max mem: 5653
Epoch: [10]  [4900/7393]  eta: 0:19:49  lr: 0.000010  loss: 18.3371 (18.3390)  loss_bbox: 0.1612 (0.1821)  loss_bbox_aux_0: 0.1926 (0.1968)  loss_bbox_aux_1: 0.1717 (0.1861)  loss_bbox_aux_2: 0.1698 (0.1837)  loss_bbox_aux_3: 0.1751 (0.1822)  loss_bbox_aux_4: 0.1725 (0.1821)  loss_bbox_aux_5: 0.2282 (0.2407)  loss_bbox_dn_0: 0.2982 (0.3359)  loss_bbox_dn_1: 0.2229 (0.2661)  loss_bbox_dn_2: 0.2074 (0.2464)  loss_bbox_dn_3: 0.2067 (0.2384)  loss_bbox_dn_4: 0.2053 (0.2359)  loss_bbox_dn_5: 0.2047 (0.2358)  loss_giou: 0.5492 (0.5366)  loss_giou_aux_0: 0.5644 (0.5645)  loss_giou_aux_1: 0.5586 (0.5456)  loss_giou_aux_2: 0.5510 (0.5406)  loss_giou_aux_3: 0.5430 (0.5376)  loss_giou_aux_4: 0.5489 (0.5367)  loss_giou_aux_5: 0.6447 (0.6410)  loss_giou_dn_0: 0.6885 (0.6774)  loss_giou_dn_1: 0.5862 (0.5742)  loss_giou_dn_2: 0.5694 (0.5486)  loss_giou_dn_3: 0.5613 (0.5401)  loss_giou_dn_4: 0.5600 (0.5377)  loss_giou_dn_5: 0.5604 (0.5378)  loss_vfl: 0.7430 (0.7446)  loss_vfl_aux_0: 0.8485 (0.8796)  loss_vfl_aux_1: 0.8023 (0.8294)  loss_vfl_aux_2: 0.7682 (0.7793)  loss_vfl_aux_3: 0.7448 (0.7563)  loss_vfl_aux_4: 0.7474 (0.7473)  loss_vfl_aux_5: 0.8358 (0.8551)  loss_vfl_dn_0: 0.4772 (0.4801)  loss_vfl_dn_1: 0.4229 (0.4272)  loss_vfl_dn_2: 0.4077 (0.4095)  loss_vfl_dn_3: 0.3975 (0.4021)  loss_vfl_dn_4: 0.3998 (0.3991)  loss_vfl_dn_5: 0.3974 (0.3986)  time: 0.4730  data: 0.0135  max mem: 5653
Epoch: [10]  [5000/7393]  eta: 0:19:04  lr: 0.000010  loss: 18.4535 (18.3367)  loss_bbox: 0.1868 (0.1822)  loss_bbox_aux_0: 0.2015 (0.1968)  loss_bbox_aux_1: 0.1892 (0.1862)  loss_bbox_aux_2: 0.1881 (0.1838)  loss_bbox_aux_3: 0.1860 (0.1822)  loss_bbox_aux_4: 0.1867 (0.1821)  loss_bbox_aux_5: 0.2296 (0.2408)  loss_bbox_dn_0: 0.3096 (0.3360)  loss_bbox_dn_1: 0.2185 (0.2662)  loss_bbox_dn_2: 0.2022 (0.2465)  loss_bbox_dn_3: 0.1982 (0.2385)  loss_bbox_dn_4: 0.1947 (0.2360)  loss_bbox_dn_5: 0.1949 (0.2359)  loss_giou: 0.4851 (0.5362)  loss_giou_aux_0: 0.5334 (0.5642)  loss_giou_aux_1: 0.5143 (0.5452)  loss_giou_aux_2: 0.4933 (0.5403)  loss_giou_aux_3: 0.4837 (0.5372)  loss_giou_aux_4: 0.4826 (0.5363)  loss_giou_aux_5: 0.6042 (0.6406)  loss_giou_dn_0: 0.6575 (0.6772)  loss_giou_dn_1: 0.5420 (0.5740)  loss_giou_dn_2: 0.5221 (0.5484)  loss_giou_dn_3: 0.5162 (0.5399)  loss_giou_dn_4: 0.5151 (0.5375)  loss_giou_dn_5: 0.5151 (0.5376)  loss_vfl: 0.7411 (0.7446)  loss_vfl_aux_0: 0.8719 (0.8798)  loss_vfl_aux_1: 0.8020 (0.8296)  loss_vfl_aux_2: 0.7952 (0.7793)  loss_vfl_aux_3: 0.7650 (0.7563)  loss_vfl_aux_4: 0.7543 (0.7474)  loss_vfl_aux_5: 0.8465 (0.8553)  loss_vfl_dn_0: 0.4834 (0.4801)  loss_vfl_dn_1: 0.4202 (0.4272)  loss_vfl_dn_2: 0.4125 (0.4095)  loss_vfl_dn_3: 0.4022 (0.4021)  loss_vfl_dn_4: 0.3992 (0.3992)  loss_vfl_dn_5: 0.3985 (0.3986)  time: 0.4752  data: 0.0140  max mem: 5653
Epoch: [10]  [5100/7393]  eta: 0:18:15  lr: 0.000010  loss: 17.6774 (18.3322)  loss_bbox: 0.1687 (0.1822)  loss_bbox_aux_0: 0.1968 (0.1969)  loss_bbox_aux_1: 0.1871 (0.1861)  loss_bbox_aux_2: 0.1702 (0.1838)  loss_bbox_aux_3: 0.1742 (0.1822)  loss_bbox_aux_4: 0.1698 (0.1821)  loss_bbox_aux_5: 0.2327 (0.2408)  loss_bbox_dn_0: 0.3039 (0.3358)  loss_bbox_dn_1: 0.2325 (0.2660)  loss_bbox_dn_2: 0.2140 (0.2462)  loss_bbox_dn_3: 0.2090 (0.2382)  loss_bbox_dn_4: 0.2089 (0.2358)  loss_bbox_dn_5: 0.2094 (0.2357)  loss_giou: 0.5205 (0.5363)  loss_giou_aux_0: 0.5488 (0.5643)  loss_giou_aux_1: 0.5332 (0.5453)  loss_giou_aux_2: 0.5303 (0.5403)  loss_giou_aux_3: 0.5292 (0.5373)  loss_giou_aux_4: 0.5176 (0.5363)  loss_giou_aux_5: 0.6245 (0.6406)  loss_giou_dn_0: 0.6675 (0.6770)  loss_giou_dn_1: 0.5608 (0.5738)  loss_giou_dn_2: 0.5394 (0.5482)  loss_giou_dn_3: 0.5291 (0.5396)  loss_giou_dn_4: 0.5266 (0.5373)  loss_giou_dn_5: 0.5266 (0.5374)  loss_vfl: 0.7261 (0.7444)  loss_vfl_aux_0: 0.8636 (0.8795)  loss_vfl_aux_1: 0.8287 (0.8293)  loss_vfl_aux_2: 0.7617 (0.7792)  loss_vfl_aux_3: 0.7141 (0.7561)  loss_vfl_aux_4: 0.7244 (0.7472)  loss_vfl_aux_5: 0.8422 (0.8549)  loss_vfl_dn_0: 0.4809 (0.4801)  loss_vfl_dn_1: 0.4257 (0.4272)  loss_vfl_dn_2: 0.4086 (0.4095)  loss_vfl_dn_3: 0.4025 (0.4020)  loss_vfl_dn_4: 0.3986 (0.3991)  loss_vfl_dn_5: 0.3969 (0.3985)  time: 0.4607  data: 0.0140  max mem: 5653
Epoch: [10]  [5200/7393]  eta: 0:17:27  lr: 0.000010  loss: 17.9413 (18.3306)  loss_bbox: 0.1840 (0.1821)  loss_bbox_aux_0: 0.1740 (0.1967)  loss_bbox_aux_1: 0.1729 (0.1860)  loss_bbox_aux_2: 0.1776 (0.1836)  loss_bbox_aux_3: 0.1768 (0.1821)  loss_bbox_aux_4: 0.1826 (0.1820)  loss_bbox_aux_5: 0.2375 (0.2407)  loss_bbox_dn_0: 0.3297 (0.3357)  loss_bbox_dn_1: 0.2542 (0.2659)  loss_bbox_dn_2: 0.2379 (0.2461)  loss_bbox_dn_3: 0.2288 (0.2381)  loss_bbox_dn_4: 0.2268 (0.2357)  loss_bbox_dn_5: 0.2267 (0.2356)  loss_giou: 0.4740 (0.5361)  loss_giou_aux_0: 0.5011 (0.5640)  loss_giou_aux_1: 0.4879 (0.5450)  loss_giou_aux_2: 0.4806 (0.5401)  loss_giou_aux_3: 0.4658 (0.5370)  loss_giou_aux_4: 0.4738 (0.5361)  loss_giou_aux_5: 0.5486 (0.6404)  loss_giou_dn_0: 0.6246 (0.6770)  loss_giou_dn_1: 0.5223 (0.5737)  loss_giou_dn_2: 0.5008 (0.5481)  loss_giou_dn_3: 0.4922 (0.5395)  loss_giou_dn_4: 0.4896 (0.5372)  loss_giou_dn_5: 0.4896 (0.5373)  loss_vfl: 0.7093 (0.7445)  loss_vfl_aux_0: 0.9072 (0.8799)  loss_vfl_aux_1: 0.8325 (0.8299)  loss_vfl_aux_2: 0.7663 (0.7794)  loss_vfl_aux_3: 0.7332 (0.7564)  loss_vfl_aux_4: 0.7138 (0.7473)  loss_vfl_aux_5: 0.8794 (0.8551)  loss_vfl_dn_0: 0.4830 (0.4802)  loss_vfl_dn_1: 0.4268 (0.4272)  loss_vfl_dn_2: 0.4033 (0.4095)  loss_vfl_dn_3: 0.3936 (0.4020)  loss_vfl_dn_4: 0.3904 (0.3991)  loss_vfl_dn_5: 0.3868 (0.3985)  time: 0.4693  data: 0.0139  max mem: 5653
Epoch: [10]  [5300/7393]  eta: 0:16:39  lr: 0.000010  loss: 18.1250 (18.3288)  loss_bbox: 0.1775 (0.1821)  loss_bbox_aux_0: 0.1919 (0.1968)  loss_bbox_aux_1: 0.1747 (0.1860)  loss_bbox_aux_2: 0.1743 (0.1836)  loss_bbox_aux_3: 0.1732 (0.1821)  loss_bbox_aux_4: 0.1762 (0.1820)  loss_bbox_aux_5: 0.2391 (0.2407)  loss_bbox_dn_0: 0.3173 (0.3357)  loss_bbox_dn_1: 0.2570 (0.2658)  loss_bbox_dn_2: 0.2337 (0.2461)  loss_bbox_dn_3: 0.2184 (0.2380)  loss_bbox_dn_4: 0.2146 (0.2356)  loss_bbox_dn_5: 0.2135 (0.2355)  loss_giou: 0.5148 (0.5362)  loss_giou_aux_0: 0.5635 (0.5641)  loss_giou_aux_1: 0.5447 (0.5451)  loss_giou_aux_2: 0.5050 (0.5401)  loss_giou_aux_3: 0.5107 (0.5371)  loss_giou_aux_4: 0.5181 (0.5362)  loss_giou_aux_5: 0.6116 (0.6404)  loss_giou_dn_0: 0.6814 (0.6768)  loss_giou_dn_1: 0.5808 (0.5736)  loss_giou_dn_2: 0.5453 (0.5480)  loss_giou_dn_3: 0.5397 (0.5395)  loss_giou_dn_4: 0.5376 (0.5371)  loss_giou_dn_5: 0.5384 (0.5372)  loss_vfl: 0.7182 (0.7443)  loss_vfl_aux_0: 0.8616 (0.8797)  loss_vfl_aux_1: 0.7924 (0.8298)  loss_vfl_aux_2: 0.7601 (0.7793)  loss_vfl_aux_3: 0.7358 (0.7561)  loss_vfl_aux_4: 0.7319 (0.7471)  loss_vfl_aux_5: 0.8204 (0.8549)  loss_vfl_dn_0: 0.4728 (0.4802)  loss_vfl_dn_1: 0.4214 (0.4271)  loss_vfl_dn_2: 0.4009 (0.4094)  loss_vfl_dn_3: 0.3929 (0.4019)  loss_vfl_dn_4: 0.3910 (0.3990)  loss_vfl_dn_5: 0.3907 (0.3984)  time: 0.4585  data: 0.0142  max mem: 5653
Epoch: [10]  [5400/7393]  eta: 0:15:51  lr: 0.000010  loss: 18.2446 (18.3323)  loss_bbox: 0.1818 (0.1821)  loss_bbox_aux_0: 0.1987 (0.1968)  loss_bbox_aux_1: 0.1855 (0.1861)  loss_bbox_aux_2: 0.1794 (0.1837)  loss_bbox_aux_3: 0.1829 (0.1822)  loss_bbox_aux_4: 0.1819 (0.1821)  loss_bbox_aux_5: 0.2407 (0.2407)  loss_bbox_dn_0: 0.3019 (0.3358)  loss_bbox_dn_1: 0.2616 (0.2660)  loss_bbox_dn_2: 0.2354 (0.2462)  loss_bbox_dn_3: 0.2344 (0.2382)  loss_bbox_dn_4: 0.2322 (0.2358)  loss_bbox_dn_5: 0.2326 (0.2357)  loss_giou: 0.5087 (0.5363)  loss_giou_aux_0: 0.5444 (0.5642)  loss_giou_aux_1: 0.5282 (0.5452)  loss_giou_aux_2: 0.5110 (0.5402)  loss_giou_aux_3: 0.5044 (0.5373)  loss_giou_aux_4: 0.5083 (0.5364)  loss_giou_aux_5: 0.6428 (0.6405)  loss_giou_dn_0: 0.6635 (0.6769)  loss_giou_dn_1: 0.5641 (0.5736)  loss_giou_dn_2: 0.5324 (0.5480)  loss_giou_dn_3: 0.5243 (0.5395)  loss_giou_dn_4: 0.5219 (0.5372)  loss_giou_dn_5: 0.5218 (0.5373)  loss_vfl: 0.7107 (0.7444)  loss_vfl_aux_0: 0.8776 (0.8798)  loss_vfl_aux_1: 0.8109 (0.8300)  loss_vfl_aux_2: 0.7613 (0.7795)  loss_vfl_aux_3: 0.7352 (0.7562)  loss_vfl_aux_4: 0.7244 (0.7472)  loss_vfl_aux_5: 0.8422 (0.8550)  loss_vfl_dn_0: 0.4760 (0.4802)  loss_vfl_dn_1: 0.4295 (0.4271)  loss_vfl_dn_2: 0.4108 (0.4094)  loss_vfl_dn_3: 0.4026 (0.4019)  loss_vfl_dn_4: 0.4025 (0.3990)  loss_vfl_dn_5: 0.4005 (0.3984)  time: 0.4633  data: 0.0134  max mem: 5653
Epoch: [10]  [5500/7393]  eta: 0:15:02  lr: 0.000010  loss: 17.8321 (18.3331)  loss_bbox: 0.1661 (0.1821)  loss_bbox_aux_0: 0.1831 (0.1969)  loss_bbox_aux_1: 0.1680 (0.1861)  loss_bbox_aux_2: 0.1665 (0.1837)  loss_bbox_aux_3: 0.1635 (0.1822)  loss_bbox_aux_4: 0.1649 (0.1821)  loss_bbox_aux_5: 0.2264 (0.2408)  loss_bbox_dn_0: 0.2959 (0.3359)  loss_bbox_dn_1: 0.2475 (0.2661)  loss_bbox_dn_2: 0.2253 (0.2463)  loss_bbox_dn_3: 0.2229 (0.2383)  loss_bbox_dn_4: 0.2184 (0.2358)  loss_bbox_dn_5: 0.2194 (0.2357)  loss_giou: 0.5127 (0.5364)  loss_giou_aux_0: 0.5379 (0.5643)  loss_giou_aux_1: 0.5138 (0.5453)  loss_giou_aux_2: 0.5174 (0.5403)  loss_giou_aux_3: 0.5104 (0.5374)  loss_giou_aux_4: 0.5137 (0.5365)  loss_giou_aux_5: 0.6238 (0.6406)  loss_giou_dn_0: 0.6943 (0.6770)  loss_giou_dn_1: 0.5818 (0.5737)  loss_giou_dn_2: 0.5527 (0.5481)  loss_giou_dn_3: 0.5445 (0.5396)  loss_giou_dn_4: 0.5428 (0.5372)  loss_giou_dn_5: 0.5429 (0.5373)  loss_vfl: 0.7338 (0.7444)  loss_vfl_aux_0: 0.8587 (0.8797)  loss_vfl_aux_1: 0.8136 (0.8299)  loss_vfl_aux_2: 0.7483 (0.7794)  loss_vfl_aux_3: 0.7395 (0.7561)  loss_vfl_aux_4: 0.7338 (0.7472)  loss_vfl_aux_5: 0.8358 (0.8548)  loss_vfl_dn_0: 0.4805 (0.4802)  loss_vfl_dn_1: 0.4246 (0.4271)  loss_vfl_dn_2: 0.4040 (0.4094)  loss_vfl_dn_3: 0.3958 (0.4019)  loss_vfl_dn_4: 0.3939 (0.3990)  loss_vfl_dn_5: 0.3949 (0.3984)  time: 0.4552  data: 0.0144  max mem: 5653
Epoch: [10]  [5600/7393]  eta: 0:14:14  lr: 0.000010  loss: 17.9906 (18.3328)  loss_bbox: 0.1799 (0.1822)  loss_bbox_aux_0: 0.1895 (0.1969)  loss_bbox_aux_1: 0.1703 (0.1861)  loss_bbox_aux_2: 0.1663 (0.1837)  loss_bbox_aux_3: 0.1737 (0.1822)  loss_bbox_aux_4: 0.1782 (0.1821)  loss_bbox_aux_5: 0.2329 (0.2409)  loss_bbox_dn_0: 0.3397 (0.3361)  loss_bbox_dn_1: 0.2608 (0.2661)  loss_bbox_dn_2: 0.2405 (0.2463)  loss_bbox_dn_3: 0.2313 (0.2383)  loss_bbox_dn_4: 0.2225 (0.2359)  loss_bbox_dn_5: 0.2218 (0.2358)  loss_giou: 0.5052 (0.5359)  loss_giou_aux_0: 0.5385 (0.5639)  loss_giou_aux_1: 0.5105 (0.5448)  loss_giou_aux_2: 0.5064 (0.5399)  loss_giou_aux_3: 0.5055 (0.5369)  loss_giou_aux_4: 0.5046 (0.5360)  loss_giou_aux_5: 0.6197 (0.6403)  loss_giou_dn_0: 0.6657 (0.6768)  loss_giou_dn_1: 0.5607 (0.5734)  loss_giou_dn_2: 0.5230 (0.5478)  loss_giou_dn_3: 0.5119 (0.5393)  loss_giou_dn_4: 0.5091 (0.5369)  loss_giou_dn_5: 0.5097 (0.5370)  loss_vfl: 0.7301 (0.7448)  loss_vfl_aux_0: 0.8885 (0.8803)  loss_vfl_aux_1: 0.8301 (0.8304)  loss_vfl_aux_2: 0.7847 (0.7798)  loss_vfl_aux_3: 0.7352 (0.7566)  loss_vfl_aux_4: 0.7466 (0.7476)  loss_vfl_aux_5: 0.8528 (0.8551)  loss_vfl_dn_0: 0.4790 (0.4803)  loss_vfl_dn_1: 0.4255 (0.4272)  loss_vfl_dn_2: 0.4071 (0.4095)  loss_vfl_dn_3: 0.3999 (0.4020)  loss_vfl_dn_4: 0.3962 (0.3991)  loss_vfl_dn_5: 0.3962 (0.3985)  time: 0.4649  data: 0.0141  max mem: 5653
Epoch: [10]  [5700/7393]  eta: 0:13:26  lr: 0.000010  loss: 18.3235 (18.3320)  loss_bbox: 0.1698 (0.1822)  loss_bbox_aux_0: 0.1868 (0.1969)  loss_bbox_aux_1: 0.1756 (0.1862)  loss_bbox_aux_2: 0.1677 (0.1837)  loss_bbox_aux_3: 0.1719 (0.1822)  loss_bbox_aux_4: 0.1712 (0.1822)  loss_bbox_aux_5: 0.2312 (0.2410)  loss_bbox_dn_0: 0.3082 (0.3362)  loss_bbox_dn_1: 0.2511 (0.2662)  loss_bbox_dn_2: 0.2293 (0.2463)  loss_bbox_dn_3: 0.2199 (0.2383)  loss_bbox_dn_4: 0.2178 (0.2359)  loss_bbox_dn_5: 0.2177 (0.2358)  loss_giou: 0.5372 (0.5358)  loss_giou_aux_0: 0.5844 (0.5639)  loss_giou_aux_1: 0.5643 (0.5448)  loss_giou_aux_2: 0.5390 (0.5398)  loss_giou_aux_3: 0.5347 (0.5368)  loss_giou_aux_4: 0.5359 (0.5359)  loss_giou_aux_5: 0.6789 (0.6403)  loss_giou_dn_0: 0.6648 (0.6767)  loss_giou_dn_1: 0.5573 (0.5733)  loss_giou_dn_2: 0.5331 (0.5477)  loss_giou_dn_3: 0.5269 (0.5392)  loss_giou_dn_4: 0.5233 (0.5368)  loss_giou_dn_5: 0.5235 (0.5369)  loss_vfl: 0.7409 (0.7449)  loss_vfl_aux_0: 0.8677 (0.8802)  loss_vfl_aux_1: 0.8121 (0.8304)  loss_vfl_aux_2: 0.7694 (0.7799)  loss_vfl_aux_3: 0.7469 (0.7566)  loss_vfl_aux_4: 0.7460 (0.7476)  loss_vfl_aux_5: 0.8344 (0.8550)  loss_vfl_dn_0: 0.4833 (0.4803)  loss_vfl_dn_1: 0.4297 (0.4272)  loss_vfl_dn_2: 0.4152 (0.4095)  loss_vfl_dn_3: 0.4077 (0.4020)  loss_vfl_dn_4: 0.4029 (0.3990)  loss_vfl_dn_5: 0.4033 (0.3985)  time: 0.4562  data: 0.0141  max mem: 5653
Epoch: [10]  [5800/7393]  eta: 0:12:38  lr: 0.000010  loss: 17.2926 (18.3312)  loss_bbox: 0.1577 (0.1822)  loss_bbox_aux_0: 0.1736 (0.1969)  loss_bbox_aux_1: 0.1585 (0.1862)  loss_bbox_aux_2: 0.1597 (0.1837)  loss_bbox_aux_3: 0.1615 (0.1822)  loss_bbox_aux_4: 0.1595 (0.1821)  loss_bbox_aux_5: 0.2126 (0.2409)  loss_bbox_dn_0: 0.2898 (0.3361)  loss_bbox_dn_1: 0.2216 (0.2661)  loss_bbox_dn_2: 0.2041 (0.2463)  loss_bbox_dn_3: 0.2047 (0.2383)  loss_bbox_dn_4: 0.2057 (0.2358)  loss_bbox_dn_5: 0.2062 (0.2357)  loss_giou: 0.5064 (0.5359)  loss_giou_aux_0: 0.5255 (0.5640)  loss_giou_aux_1: 0.5114 (0.5448)  loss_giou_aux_2: 0.5162 (0.5399)  loss_giou_aux_3: 0.5051 (0.5369)  loss_giou_aux_4: 0.5097 (0.5360)  loss_giou_aux_5: 0.6064 (0.6404)  loss_giou_dn_0: 0.6580 (0.6767)  loss_giou_dn_1: 0.5561 (0.5733)  loss_giou_dn_2: 0.5371 (0.5476)  loss_giou_dn_3: 0.5278 (0.5391)  loss_giou_dn_4: 0.5257 (0.5368)  loss_giou_dn_5: 0.5256 (0.5369)  loss_vfl: 0.7307 (0.7448)  loss_vfl_aux_0: 0.8620 (0.8801)  loss_vfl_aux_1: 0.7913 (0.8305)  loss_vfl_aux_2: 0.7715 (0.7800)  loss_vfl_aux_3: 0.7511 (0.7565)  loss_vfl_aux_4: 0.7314 (0.7475)  loss_vfl_aux_5: 0.8198 (0.8550)  loss_vfl_dn_0: 0.4732 (0.4803)  loss_vfl_dn_1: 0.4224 (0.4272)  loss_vfl_dn_2: 0.4052 (0.4094)  loss_vfl_dn_3: 0.3958 (0.4019)  loss_vfl_dn_4: 0.3949 (0.3990)  loss_vfl_dn_5: 0.3940 (0.3984)  time: 0.4584  data: 0.0135  max mem: 5653
Epoch: [10]  [5900/7393]  eta: 0:11:51  lr: 0.000010  loss: 18.6663 (18.3348)  loss_bbox: 0.1849 (0.1823)  loss_bbox_aux_0: 0.2014 (0.1970)  loss_bbox_aux_1: 0.1884 (0.1863)  loss_bbox_aux_2: 0.1854 (0.1838)  loss_bbox_aux_3: 0.1900 (0.1823)  loss_bbox_aux_4: 0.1857 (0.1823)  loss_bbox_aux_5: 0.2464 (0.2411)  loss_bbox_dn_0: 0.2890 (0.3362)  loss_bbox_dn_1: 0.2149 (0.2662)  loss_bbox_dn_2: 0.2022 (0.2463)  loss_bbox_dn_3: 0.1992 (0.2383)  loss_bbox_dn_4: 0.1989 (0.2359)  loss_bbox_dn_5: 0.1991 (0.2358)  loss_giou: 0.5524 (0.5361)  loss_giou_aux_0: 0.5611 (0.5641)  loss_giou_aux_1: 0.5559 (0.5450)  loss_giou_aux_2: 0.5387 (0.5400)  loss_giou_aux_3: 0.5505 (0.5371)  loss_giou_aux_4: 0.5523 (0.5362)  loss_giou_aux_5: 0.6636 (0.6406)  loss_giou_dn_0: 0.6798 (0.6768)  loss_giou_dn_1: 0.5743 (0.5734)  loss_giou_dn_2: 0.5472 (0.5478)  loss_giou_dn_3: 0.5394 (0.5392)  loss_giou_dn_4: 0.5380 (0.5369)  loss_giou_dn_5: 0.5376 (0.5370)  loss_vfl: 0.7457 (0.7448)  loss_vfl_aux_0: 0.8889 (0.8801)  loss_vfl_aux_1: 0.8197 (0.8305)  loss_vfl_aux_2: 0.7775 (0.7801)  loss_vfl_aux_3: 0.7589 (0.7566)  loss_vfl_aux_4: 0.7622 (0.7476)  loss_vfl_aux_5: 0.8591 (0.8550)  loss_vfl_dn_0: 0.4762 (0.4803)  loss_vfl_dn_1: 0.4253 (0.4272)  loss_vfl_dn_2: 0.4087 (0.4094)  loss_vfl_dn_3: 0.4022 (0.4019)  loss_vfl_dn_4: 0.3997 (0.3990)  loss_vfl_dn_5: 0.3992 (0.3984)  time: 0.7052  data: 0.0136  max mem: 5653
Epoch: [10]  [6000/7393]  eta: 0:11:03  lr: 0.000010  loss: 17.7908 (18.3333)  loss_bbox: 0.1733 (0.1824)  loss_bbox_aux_0: 0.1970 (0.1971)  loss_bbox_aux_1: 0.1830 (0.1864)  loss_bbox_aux_2: 0.1764 (0.1838)  loss_bbox_aux_3: 0.1771 (0.1824)  loss_bbox_aux_4: 0.1713 (0.1823)  loss_bbox_aux_5: 0.2362 (0.2411)  loss_bbox_dn_0: 0.3104 (0.3362)  loss_bbox_dn_1: 0.2359 (0.2662)  loss_bbox_dn_2: 0.2134 (0.2464)  loss_bbox_dn_3: 0.2022 (0.2383)  loss_bbox_dn_4: 0.1990 (0.2359)  loss_bbox_dn_5: 0.1991 (0.2358)  loss_giou: 0.5120 (0.5360)  loss_giou_aux_0: 0.5521 (0.5641)  loss_giou_aux_1: 0.5183 (0.5449)  loss_giou_aux_2: 0.5111 (0.5399)  loss_giou_aux_3: 0.5224 (0.5370)  loss_giou_aux_4: 0.5218 (0.5361)  loss_giou_aux_5: 0.6044 (0.6405)  loss_giou_dn_0: 0.6435 (0.6767)  loss_giou_dn_1: 0.5385 (0.5733)  loss_giou_dn_2: 0.5170 (0.5476)  loss_giou_dn_3: 0.5102 (0.5391)  loss_giou_dn_4: 0.5071 (0.5367)  loss_giou_dn_5: 0.5077 (0.5369)  loss_vfl: 0.7353 (0.7447)  loss_vfl_aux_0: 0.8633 (0.8800)  loss_vfl_aux_1: 0.8449 (0.8305)  loss_vfl_aux_2: 0.7783 (0.7800)  loss_vfl_aux_3: 0.7462 (0.7564)  loss_vfl_aux_4: 0.7527 (0.7475)  loss_vfl_aux_5: 0.8495 (0.8549)  loss_vfl_dn_0: 0.4801 (0.4803)  loss_vfl_dn_1: 0.4305 (0.4272)  loss_vfl_dn_2: 0.4111 (0.4094)  loss_vfl_dn_3: 0.4044 (0.4019)  loss_vfl_dn_4: 0.3989 (0.3990)  loss_vfl_dn_5: 0.4015 (0.3984)  time: 0.5073  data: 0.0136  max mem: 5653
Epoch: [10]  [6100/7393]  eta: 0:10:15  lr: 0.000010  loss: 18.0512 (18.3311)  loss_bbox: 0.1725 (0.1823)  loss_bbox_aux_0: 0.1815 (0.1970)  loss_bbox_aux_1: 0.1765 (0.1863)  loss_bbox_aux_2: 0.1725 (0.1838)  loss_bbox_aux_3: 0.1733 (0.1823)  loss_bbox_aux_4: 0.1729 (0.1823)  loss_bbox_aux_5: 0.2358 (0.2411)  loss_bbox_dn_0: 0.3049 (0.3360)  loss_bbox_dn_1: 0.2515 (0.2661)  loss_bbox_dn_2: 0.2304 (0.2462)  loss_bbox_dn_3: 0.2208 (0.2382)  loss_bbox_dn_4: 0.2158 (0.2358)  loss_bbox_dn_5: 0.2164 (0.2357)  loss_giou: 0.5664 (0.5361)  loss_giou_aux_0: 0.5908 (0.5641)  loss_giou_aux_1: 0.5784 (0.5450)  loss_giou_aux_2: 0.5556 (0.5399)  loss_giou_aux_3: 0.5617 (0.5371)  loss_giou_aux_4: 0.5624 (0.5361)  loss_giou_aux_5: 0.6769 (0.6405)  loss_giou_dn_0: 0.6945 (0.6767)  loss_giou_dn_1: 0.5909 (0.5733)  loss_giou_dn_2: 0.5659 (0.5476)  loss_giou_dn_3: 0.5574 (0.5391)  loss_giou_dn_4: 0.5563 (0.5367)  loss_giou_dn_5: 0.5570 (0.5368)  loss_vfl: 0.6856 (0.7445)  loss_vfl_aux_0: 0.8078 (0.8797)  loss_vfl_aux_1: 0.7686 (0.8303)  loss_vfl_aux_2: 0.7390 (0.7799)  loss_vfl_aux_3: 0.7320 (0.7563)  loss_vfl_aux_4: 0.6804 (0.7473)  loss_vfl_aux_5: 0.7914 (0.8547)  loss_vfl_dn_0: 0.4748 (0.4803)  loss_vfl_dn_1: 0.4251 (0.4272)  loss_vfl_dn_2: 0.4088 (0.4094)  loss_vfl_dn_3: 0.4037 (0.4019)  loss_vfl_dn_4: 0.3989 (0.3990)  loss_vfl_dn_5: 0.3989 (0.3984)  time: 0.4597  data: 0.0135  max mem: 5653
Epoch: [10]  [6200/7393]  eta: 0:09:28  lr: 0.000010  loss: 18.4194 (18.3320)  loss_bbox: 0.1818 (0.1823)  loss_bbox_aux_0: 0.2055 (0.1971)  loss_bbox_aux_1: 0.1943 (0.1864)  loss_bbox_aux_2: 0.1768 (0.1838)  loss_bbox_aux_3: 0.1885 (0.1824)  loss_bbox_aux_4: 0.1886 (0.1823)  loss_bbox_aux_5: 0.2361 (0.2411)  loss_bbox_dn_0: 0.3106 (0.3360)  loss_bbox_dn_1: 0.2450 (0.2661)  loss_bbox_dn_2: 0.2275 (0.2463)  loss_bbox_dn_3: 0.2199 (0.2383)  loss_bbox_dn_4: 0.2182 (0.2359)  loss_bbox_dn_5: 0.2184 (0.2358)  loss_giou: 0.5389 (0.5361)  loss_giou_aux_0: 0.5579 (0.5642)  loss_giou_aux_1: 0.5381 (0.5450)  loss_giou_aux_2: 0.5298 (0.5399)  loss_giou_aux_3: 0.5405 (0.5371)  loss_giou_aux_4: 0.5397 (0.5362)  loss_giou_aux_5: 0.6221 (0.6406)  loss_giou_dn_0: 0.6735 (0.6766)  loss_giou_dn_1: 0.5708 (0.5732)  loss_giou_dn_2: 0.5438 (0.5476)  loss_giou_dn_3: 0.5347 (0.5390)  loss_giou_dn_4: 0.5318 (0.5367)  loss_giou_dn_5: 0.5323 (0.5368)  loss_vfl: 0.7338 (0.7446)  loss_vfl_aux_0: 0.8534 (0.8796)  loss_vfl_aux_1: 0.8081 (0.8302)  loss_vfl_aux_2: 0.7826 (0.7800)  loss_vfl_aux_3: 0.7282 (0.7563)  loss_vfl_aux_4: 0.7221 (0.7474)  loss_vfl_aux_5: 0.8537 (0.8547)  loss_vfl_dn_0: 0.4846 (0.4803)  loss_vfl_dn_1: 0.4258 (0.4272)  loss_vfl_dn_2: 0.4074 (0.4095)  loss_vfl_dn_3: 0.4018 (0.4020)  loss_vfl_dn_4: 0.4004 (0.3990)  loss_vfl_dn_5: 0.4007 (0.3985)  time: 0.4586  data: 0.0135  max mem: 5653
Epoch: [10]  [6300/7393]  eta: 0:08:40  lr: 0.000010  loss: 18.2615 (18.3289)  loss_bbox: 0.1578 (0.1823)  loss_bbox_aux_0: 0.1940 (0.1971)  loss_bbox_aux_1: 0.1892 (0.1864)  loss_bbox_aux_2: 0.1655 (0.1838)  loss_bbox_aux_3: 0.1607 (0.1824)  loss_bbox_aux_4: 0.1615 (0.1823)  loss_bbox_aux_5: 0.2319 (0.2410)  loss_bbox_dn_0: 0.3399 (0.3360)  loss_bbox_dn_1: 0.2751 (0.2661)  loss_bbox_dn_2: 0.2533 (0.2463)  loss_bbox_dn_3: 0.2399 (0.2383)  loss_bbox_dn_4: 0.2366 (0.2359)  loss_bbox_dn_5: 0.2364 (0.2358)  loss_giou: 0.4905 (0.5360)  loss_giou_aux_0: 0.5402 (0.5641)  loss_giou_aux_1: 0.5177 (0.5449)  loss_giou_aux_2: 0.5154 (0.5399)  loss_giou_aux_3: 0.5101 (0.5370)  loss_giou_aux_4: 0.4898 (0.5361)  loss_giou_aux_5: 0.5977 (0.6404)  loss_giou_dn_0: 0.6599 (0.6764)  loss_giou_dn_1: 0.5506 (0.5730)  loss_giou_dn_2: 0.5264 (0.5474)  loss_giou_dn_3: 0.5139 (0.5389)  loss_giou_dn_4: 0.5100 (0.5365)  loss_giou_dn_5: 0.5102 (0.5366)  loss_vfl: 0.7121 (0.7446)  loss_vfl_aux_0: 0.8660 (0.8794)  loss_vfl_aux_1: 0.7984 (0.8299)  loss_vfl_aux_2: 0.7264 (0.7799)  loss_vfl_aux_3: 0.7269 (0.7562)  loss_vfl_aux_4: 0.7049 (0.7473)  loss_vfl_aux_5: 0.8723 (0.8547)  loss_vfl_dn_0: 0.4721 (0.4803)  loss_vfl_dn_1: 0.4165 (0.4271)  loss_vfl_dn_2: 0.3951 (0.4094)  loss_vfl_dn_3: 0.3909 (0.4019)  loss_vfl_dn_4: 0.3838 (0.3990)  loss_vfl_dn_5: 0.3845 (0.3984)  time: 0.4687  data: 0.0131  max mem: 5653
Epoch: [10]  [6400/7393]  eta: 0:07:53  lr: 0.000010  loss: 18.1902 (18.3260)  loss_bbox: 0.1779 (0.1822)  loss_bbox_aux_0: 0.1870 (0.1970)  loss_bbox_aux_1: 0.1791 (0.1863)  loss_bbox_aux_2: 0.1686 (0.1837)  loss_bbox_aux_3: 0.1749 (0.1823)  loss_bbox_aux_4: 0.1704 (0.1822)  loss_bbox_aux_5: 0.2219 (0.2410)  loss_bbox_dn_0: 0.2958 (0.3359)  loss_bbox_dn_1: 0.2423 (0.2660)  loss_bbox_dn_2: 0.2252 (0.2462)  loss_bbox_dn_3: 0.2216 (0.2382)  loss_bbox_dn_4: 0.2215 (0.2358)  loss_bbox_dn_5: 0.2215 (0.2357)  loss_giou: 0.5107 (0.5358)  loss_giou_aux_0: 0.5318 (0.5639)  loss_giou_aux_1: 0.5133 (0.5448)  loss_giou_aux_2: 0.5050 (0.5397)  loss_giou_aux_3: 0.5066 (0.5369)  loss_giou_aux_4: 0.5098 (0.5359)  loss_giou_aux_5: 0.6171 (0.6403)  loss_giou_dn_0: 0.6748 (0.6762)  loss_giou_dn_1: 0.5581 (0.5729)  loss_giou_dn_2: 0.5281 (0.5472)  loss_giou_dn_3: 0.5217 (0.5387)  loss_giou_dn_4: 0.5176 (0.5364)  loss_giou_dn_5: 0.5177 (0.5365)  loss_vfl: 0.7481 (0.7447)  loss_vfl_aux_0: 0.8711 (0.8795)  loss_vfl_aux_1: 0.8329 (0.8299)  loss_vfl_aux_2: 0.7894 (0.7799)  loss_vfl_aux_3: 0.7593 (0.7563)  loss_vfl_aux_4: 0.7527 (0.7474)  loss_vfl_aux_5: 0.8168 (0.8548)  loss_vfl_dn_0: 0.4768 (0.4803)  loss_vfl_dn_1: 0.4263 (0.4271)  loss_vfl_dn_2: 0.4106 (0.4094)  loss_vfl_dn_3: 0.4007 (0.4019)  loss_vfl_dn_4: 0.3991 (0.3989)  loss_vfl_dn_5: 0.3987 (0.3984)  time: 0.4504  data: 0.0135  max mem: 5653
Epoch: [10]  [6500/7393]  eta: 0:07:05  lr: 0.000010  loss: 18.3292 (18.3268)  loss_bbox: 0.1714 (0.1821)  loss_bbox_aux_0: 0.1758 (0.1969)  loss_bbox_aux_1: 0.1700 (0.1862)  loss_bbox_aux_2: 0.1638 (0.1837)  loss_bbox_aux_3: 0.1708 (0.1822)  loss_bbox_aux_4: 0.1714 (0.1821)  loss_bbox_aux_5: 0.2205 (0.2409)  loss_bbox_dn_0: 0.3071 (0.3358)  loss_bbox_dn_1: 0.2403 (0.2659)  loss_bbox_dn_2: 0.2290 (0.2461)  loss_bbox_dn_3: 0.2207 (0.2381)  loss_bbox_dn_4: 0.2152 (0.2357)  loss_bbox_dn_5: 0.2148 (0.2356)  loss_giou: 0.5382 (0.5359)  loss_giou_aux_0: 0.5829 (0.5640)  loss_giou_aux_1: 0.5543 (0.5449)  loss_giou_aux_2: 0.5409 (0.5398)  loss_giou_aux_3: 0.5342 (0.5370)  loss_giou_aux_4: 0.5376 (0.5360)  loss_giou_aux_5: 0.6499 (0.6404)  loss_giou_dn_0: 0.6991 (0.6763)  loss_giou_dn_1: 0.6009 (0.5730)  loss_giou_dn_2: 0.5821 (0.5474)  loss_giou_dn_3: 0.5701 (0.5388)  loss_giou_dn_4: 0.5664 (0.5365)  loss_giou_dn_5: 0.5662 (0.5366)  loss_vfl: 0.7557 (0.7448)  loss_vfl_aux_0: 0.8500 (0.8795)  loss_vfl_aux_1: 0.8445 (0.8300)  loss_vfl_aux_2: 0.8105 (0.7800)  loss_vfl_aux_3: 0.7836 (0.7564)  loss_vfl_aux_4: 0.7571 (0.7476)  loss_vfl_aux_5: 0.8167 (0.8546)  loss_vfl_dn_0: 0.4762 (0.4803)  loss_vfl_dn_1: 0.4294 (0.4271)  loss_vfl_dn_2: 0.4108 (0.4093)  loss_vfl_dn_3: 0.4104 (0.4019)  loss_vfl_dn_4: 0.4041 (0.3989)  loss_vfl_dn_5: 0.4054 (0.3984)  time: 0.4655  data: 0.0135  max mem: 5653
Epoch: [10]  [6600/7393]  eta: 0:06:18  lr: 0.000010  loss: 18.8125 (18.3264)  loss_bbox: 0.1713 (0.1822)  loss_bbox_aux_0: 0.1819 (0.1969)  loss_bbox_aux_1: 0.1778 (0.1863)  loss_bbox_aux_2: 0.1737 (0.1837)  loss_bbox_aux_3: 0.1730 (0.1823)  loss_bbox_aux_4: 0.1725 (0.1822)  loss_bbox_aux_5: 0.2327 (0.2410)  loss_bbox_dn_0: 0.3023 (0.3359)  loss_bbox_dn_1: 0.2457 (0.2660)  loss_bbox_dn_2: 0.2244 (0.2462)  loss_bbox_dn_3: 0.2185 (0.2382)  loss_bbox_dn_4: 0.2187 (0.2358)  loss_bbox_dn_5: 0.2185 (0.2357)  loss_giou: 0.5328 (0.5356)  loss_giou_aux_0: 0.5626 (0.5637)  loss_giou_aux_1: 0.5304 (0.5446)  loss_giou_aux_2: 0.5430 (0.5395)  loss_giou_aux_3: 0.5418 (0.5367)  loss_giou_aux_4: 0.5363 (0.5358)  loss_giou_aux_5: 0.6489 (0.6402)  loss_giou_dn_0: 0.6906 (0.6762)  loss_giou_dn_1: 0.5795 (0.5729)  loss_giou_dn_2: 0.5469 (0.5473)  loss_giou_dn_3: 0.5385 (0.5387)  loss_giou_dn_4: 0.5352 (0.5364)  loss_giou_dn_5: 0.5354 (0.5365)  loss_vfl: 0.7677 (0.7450)  loss_vfl_aux_0: 0.8809 (0.8798)  loss_vfl_aux_1: 0.8324 (0.8302)  loss_vfl_aux_2: 0.8046 (0.7802)  loss_vfl_aux_3: 0.7777 (0.7566)  loss_vfl_aux_4: 0.7673 (0.7477)  loss_vfl_aux_5: 0.8288 (0.8547)  loss_vfl_dn_0: 0.4700 (0.4803)  loss_vfl_dn_1: 0.4253 (0.4271)  loss_vfl_dn_2: 0.4059 (0.4094)  loss_vfl_dn_3: 0.3994 (0.4019)  loss_vfl_dn_4: 0.3949 (0.3989)  loss_vfl_dn_5: 0.3940 (0.3984)  time: 0.4576  data: 0.0136  max mem: 5653
Epoch: [10]  [6700/7393]  eta: 0:05:30  lr: 0.000010  loss: 18.2866 (18.3268)  loss_bbox: 0.1901 (0.1823)  loss_bbox_aux_0: 0.1936 (0.1970)  loss_bbox_aux_1: 0.1824 (0.1864)  loss_bbox_aux_2: 0.1838 (0.1838)  loss_bbox_aux_3: 0.1831 (0.1823)  loss_bbox_aux_4: 0.1894 (0.1822)  loss_bbox_aux_5: 0.2418 (0.2411)  loss_bbox_dn_0: 0.3206 (0.3360)  loss_bbox_dn_1: 0.2591 (0.2660)  loss_bbox_dn_2: 0.2459 (0.2462)  loss_bbox_dn_3: 0.2374 (0.2382)  loss_bbox_dn_4: 0.2362 (0.2358)  loss_bbox_dn_5: 0.2360 (0.2357)  loss_giou: 0.4940 (0.5357)  loss_giou_aux_0: 0.5229 (0.5638)  loss_giou_aux_1: 0.4961 (0.5447)  loss_giou_aux_2: 0.4897 (0.5396)  loss_giou_aux_3: 0.4923 (0.5368)  loss_giou_aux_4: 0.4842 (0.5358)  loss_giou_aux_5: 0.5921 (0.6403)  loss_giou_dn_0: 0.6681 (0.6762)  loss_giou_dn_1: 0.5476 (0.5729)  loss_giou_dn_2: 0.5197 (0.5472)  loss_giou_dn_3: 0.5103 (0.5387)  loss_giou_dn_4: 0.5081 (0.5364)  loss_giou_dn_5: 0.5078 (0.5365)  loss_vfl: 0.7276 (0.7449)  loss_vfl_aux_0: 0.8321 (0.8796)  loss_vfl_aux_1: 0.8005 (0.8301)  loss_vfl_aux_2: 0.7521 (0.7800)  loss_vfl_aux_3: 0.7347 (0.7565)  loss_vfl_aux_4: 0.7252 (0.7477)  loss_vfl_aux_5: 0.7952 (0.8545)  loss_vfl_dn_0: 0.4776 (0.4803)  loss_vfl_dn_1: 0.4277 (0.4271)  loss_vfl_dn_2: 0.4095 (0.4093)  loss_vfl_dn_3: 0.4032 (0.4018)  loss_vfl_dn_4: 0.3954 (0.3989)  loss_vfl_dn_5: 0.3981 (0.3983)  time: 0.4675  data: 0.0134  max mem: 5653
Epoch: [10]  [6800/7393]  eta: 0:04:42  lr: 0.000010  loss: 17.7391 (18.3234)  loss_bbox: 0.1619 (0.1822)  loss_bbox_aux_0: 0.1820 (0.1969)  loss_bbox_aux_1: 0.1681 (0.1863)  loss_bbox_aux_2: 0.1602 (0.1837)  loss_bbox_aux_3: 0.1631 (0.1823)  loss_bbox_aux_4: 0.1611 (0.1821)  loss_bbox_aux_5: 0.2249 (0.2410)  loss_bbox_dn_0: 0.2987 (0.3359)  loss_bbox_dn_1: 0.2369 (0.2660)  loss_bbox_dn_2: 0.2280 (0.2462)  loss_bbox_dn_3: 0.2154 (0.2382)  loss_bbox_dn_4: 0.2150 (0.2357)  loss_bbox_dn_5: 0.2150 (0.2356)  loss_giou: 0.4743 (0.5356)  loss_giou_aux_0: 0.4912 (0.5636)  loss_giou_aux_1: 0.4784 (0.5445)  loss_giou_aux_2: 0.4761 (0.5395)  loss_giou_aux_3: 0.4688 (0.5366)  loss_giou_aux_4: 0.4730 (0.5357)  loss_giou_aux_5: 0.5896 (0.6401)  loss_giou_dn_0: 0.6473 (0.6761)  loss_giou_dn_1: 0.5379 (0.5727)  loss_giou_dn_2: 0.5079 (0.5471)  loss_giou_dn_3: 0.5036 (0.5386)  loss_giou_dn_4: 0.5006 (0.5362)  loss_giou_dn_5: 0.5003 (0.5363)  loss_vfl: 0.7426 (0.7448)  loss_vfl_aux_0: 0.9105 (0.8796)  loss_vfl_aux_1: 0.8555 (0.8300)  loss_vfl_aux_2: 0.7974 (0.7800)  loss_vfl_aux_3: 0.7620 (0.7565)  loss_vfl_aux_4: 0.7492 (0.7477)  loss_vfl_aux_5: 0.8683 (0.8545)  loss_vfl_dn_0: 0.4778 (0.4803)  loss_vfl_dn_1: 0.4243 (0.4270)  loss_vfl_dn_2: 0.4068 (0.4093)  loss_vfl_dn_3: 0.3985 (0.4018)  loss_vfl_dn_4: 0.3969 (0.3989)  loss_vfl_dn_5: 0.3962 (0.3983)  time: 0.4682  data: 0.0133  max mem: 5653
Epoch: [10]  [6900/7393]  eta: 0:03:54  lr: 0.000010  loss: 18.3058 (18.3243)  loss_bbox: 0.1784 (0.1822)  loss_bbox_aux_0: 0.1980 (0.1970)  loss_bbox_aux_1: 0.1862 (0.1864)  loss_bbox_aux_2: 0.1835 (0.1838)  loss_bbox_aux_3: 0.1726 (0.1823)  loss_bbox_aux_4: 0.1793 (0.1822)  loss_bbox_aux_5: 0.2560 (0.2412)  loss_bbox_dn_0: 0.3484 (0.3361)  loss_bbox_dn_1: 0.2772 (0.2661)  loss_bbox_dn_2: 0.2559 (0.2462)  loss_bbox_dn_3: 0.2348 (0.2382)  loss_bbox_dn_4: 0.2271 (0.2358)  loss_bbox_dn_5: 0.2269 (0.2357)  loss_giou: 0.5107 (0.5354)  loss_giou_aux_0: 0.5332 (0.5634)  loss_giou_aux_1: 0.5295 (0.5444)  loss_giou_aux_2: 0.5225 (0.5394)  loss_giou_aux_3: 0.5159 (0.5365)  loss_giou_aux_4: 0.5143 (0.5356)  loss_giou_aux_5: 0.6292 (0.6401)  loss_giou_dn_0: 0.6652 (0.6760)  loss_giou_dn_1: 0.5602 (0.5726)  loss_giou_dn_2: 0.5337 (0.5470)  loss_giou_dn_3: 0.5209 (0.5385)  loss_giou_dn_4: 0.5169 (0.5361)  loss_giou_dn_5: 0.5169 (0.5362)  loss_vfl: 0.7266 (0.7450)  loss_vfl_aux_0: 0.8589 (0.8799)  loss_vfl_aux_1: 0.8331 (0.8302)  loss_vfl_aux_2: 0.7842 (0.7802)  loss_vfl_aux_3: 0.7377 (0.7567)  loss_vfl_aux_4: 0.7229 (0.7479)  loss_vfl_aux_5: 0.8411 (0.8546)  loss_vfl_dn_0: 0.4720 (0.4803)  loss_vfl_dn_1: 0.4212 (0.4270)  loss_vfl_dn_2: 0.4059 (0.4093)  loss_vfl_dn_3: 0.3993 (0.4018)  loss_vfl_dn_4: 0.3962 (0.3988)  loss_vfl_dn_5: 0.3971 (0.3983)  time: 0.4612  data: 0.0134  max mem: 5653
Epoch: [10]  [7000/7393]  eta: 0:03:07  lr: 0.000010  loss: 18.2730 (18.3221)  loss_bbox: 0.1734 (0.1822)  loss_bbox_aux_0: 0.1779 (0.1969)  loss_bbox_aux_1: 0.1702 (0.1864)  loss_bbox_aux_2: 0.1786 (0.1838)  loss_bbox_aux_3: 0.1750 (0.1823)  loss_bbox_aux_4: 0.1757 (0.1821)  loss_bbox_aux_5: 0.2338 (0.2411)  loss_bbox_dn_0: 0.3365 (0.3361)  loss_bbox_dn_1: 0.2615 (0.2660)  loss_bbox_dn_2: 0.2392 (0.2462)  loss_bbox_dn_3: 0.2331 (0.2382)  loss_bbox_dn_4: 0.2291 (0.2358)  loss_bbox_dn_5: 0.2292 (0.2357)  loss_giou: 0.5218 (0.5354)  loss_giou_aux_0: 0.5378 (0.5633)  loss_giou_aux_1: 0.5186 (0.5443)  loss_giou_aux_2: 0.5253 (0.5393)  loss_giou_aux_3: 0.5256 (0.5365)  loss_giou_aux_4: 0.5236 (0.5355)  loss_giou_aux_5: 0.6221 (0.6400)  loss_giou_dn_0: 0.6610 (0.6760)  loss_giou_dn_1: 0.5578 (0.5725)  loss_giou_dn_2: 0.5387 (0.5469)  loss_giou_dn_3: 0.5296 (0.5384)  loss_giou_dn_4: 0.5254 (0.5360)  loss_giou_dn_5: 0.5257 (0.5361)  loss_vfl: 0.7415 (0.7449)  loss_vfl_aux_0: 0.8747 (0.8798)  loss_vfl_aux_1: 0.7924 (0.8301)  loss_vfl_aux_2: 0.7613 (0.7800)  loss_vfl_aux_3: 0.7377 (0.7566)  loss_vfl_aux_4: 0.7388 (0.7477)  loss_vfl_aux_5: 0.8298 (0.8545)  loss_vfl_dn_0: 0.4785 (0.4803)  loss_vfl_dn_1: 0.4215 (0.4270)  loss_vfl_dn_2: 0.4037 (0.4092)  loss_vfl_dn_3: 0.3981 (0.4017)  loss_vfl_dn_4: 0.3966 (0.3988)  loss_vfl_dn_5: 0.3951 (0.3982)  time: 0.4750  data: 0.0135  max mem: 5653
Epoch: [10]  [7100/7393]  eta: 0:02:19  lr: 0.000010  loss: 18.7751 (18.3233)  loss_bbox: 0.2009 (0.1822)  loss_bbox_aux_0: 0.2116 (0.1969)  loss_bbox_aux_1: 0.2079 (0.1864)  loss_bbox_aux_2: 0.2004 (0.1837)  loss_bbox_aux_3: 0.1963 (0.1823)  loss_bbox_aux_4: 0.1957 (0.1821)  loss_bbox_aux_5: 0.2588 (0.2412)  loss_bbox_dn_0: 0.3712 (0.3361)  loss_bbox_dn_1: 0.2795 (0.2660)  loss_bbox_dn_2: 0.2652 (0.2462)  loss_bbox_dn_3: 0.2574 (0.2382)  loss_bbox_dn_4: 0.2517 (0.2358)  loss_bbox_dn_5: 0.2515 (0.2357)  loss_giou: 0.4466 (0.5354)  loss_giou_aux_0: 0.4817 (0.5634)  loss_giou_aux_1: 0.4569 (0.5443)  loss_giou_aux_2: 0.4630 (0.5393)  loss_giou_aux_3: 0.4525 (0.5364)  loss_giou_aux_4: 0.4577 (0.5355)  loss_giou_aux_5: 0.5745 (0.6400)  loss_giou_dn_0: 0.6282 (0.6759)  loss_giou_dn_1: 0.5224 (0.5726)  loss_giou_dn_2: 0.4907 (0.5469)  loss_giou_dn_3: 0.4848 (0.5384)  loss_giou_dn_4: 0.4826 (0.5360)  loss_giou_dn_5: 0.4822 (0.5361)  loss_vfl: 0.7366 (0.7450)  loss_vfl_aux_0: 0.9110 (0.8800)  loss_vfl_aux_1: 0.8353 (0.8302)  loss_vfl_aux_2: 0.7725 (0.7802)  loss_vfl_aux_3: 0.7518 (0.7568)  loss_vfl_aux_4: 0.7416 (0.7479)  loss_vfl_aux_5: 0.8630 (0.8545)  loss_vfl_dn_0: 0.4755 (0.4803)  loss_vfl_dn_1: 0.4251 (0.4271)  loss_vfl_dn_2: 0.4093 (0.4093)  loss_vfl_dn_3: 0.4054 (0.4018)  loss_vfl_dn_4: 0.4022 (0.3989)  loss_vfl_dn_5: 0.4010 (0.3983)  time: 0.4647  data: 0.0136  max mem: 5653
Epoch: [10]  [7200/7393]  eta: 0:01:31  lr: 0.000010  loss: 18.4969 (18.3250)  loss_bbox: 0.1767 (0.1822)  loss_bbox_aux_0: 0.1930 (0.1969)  loss_bbox_aux_1: 0.1926 (0.1864)  loss_bbox_aux_2: 0.1811 (0.1838)  loss_bbox_aux_3: 0.1826 (0.1823)  loss_bbox_aux_4: 0.1767 (0.1822)  loss_bbox_aux_5: 0.2366 (0.2412)  loss_bbox_dn_0: 0.3115 (0.3360)  loss_bbox_dn_1: 0.2489 (0.2660)  loss_bbox_dn_2: 0.2387 (0.2462)  loss_bbox_dn_3: 0.2306 (0.2382)  loss_bbox_dn_4: 0.2244 (0.2358)  loss_bbox_dn_5: 0.2243 (0.2357)  loss_giou: 0.5410 (0.5356)  loss_giou_aux_0: 0.5762 (0.5635)  loss_giou_aux_1: 0.5537 (0.5444)  loss_giou_aux_2: 0.5522 (0.5394)  loss_giou_aux_3: 0.5502 (0.5366)  loss_giou_aux_4: 0.5502 (0.5357)  loss_giou_aux_5: 0.6416 (0.6402)  loss_giou_dn_0: 0.6777 (0.6761)  loss_giou_dn_1: 0.5702 (0.5727)  loss_giou_dn_2: 0.5429 (0.5471)  loss_giou_dn_3: 0.5353 (0.5385)  loss_giou_dn_4: 0.5324 (0.5362)  loss_giou_dn_5: 0.5325 (0.5363)  loss_vfl: 0.7164 (0.7450)  loss_vfl_aux_0: 0.8657 (0.8798)  loss_vfl_aux_1: 0.8180 (0.8302)  loss_vfl_aux_2: 0.7584 (0.7803)  loss_vfl_aux_3: 0.7286 (0.7568)  loss_vfl_aux_4: 0.7234 (0.7479)  loss_vfl_aux_5: 0.8107 (0.8544)  loss_vfl_dn_0: 0.4719 (0.4802)  loss_vfl_dn_1: 0.4189 (0.4270)  loss_vfl_dn_2: 0.4022 (0.4093)  loss_vfl_dn_3: 0.3971 (0.4018)  loss_vfl_dn_4: 0.3926 (0.3989)  loss_vfl_dn_5: 0.3911 (0.3983)  time: 0.4553  data: 0.0134  max mem: 5653
Epoch: [10]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 18.8604 (18.3246)  loss_bbox: 0.1866 (0.1822)  loss_bbox_aux_0: 0.2011 (0.1969)  loss_bbox_aux_1: 0.1894 (0.1864)  loss_bbox_aux_2: 0.1889 (0.1837)  loss_bbox_aux_3: 0.1866 (0.1823)  loss_bbox_aux_4: 0.1843 (0.1821)  loss_bbox_aux_5: 0.2324 (0.2411)  loss_bbox_dn_0: 0.3171 (0.3357)  loss_bbox_dn_1: 0.2506 (0.2658)  loss_bbox_dn_2: 0.2324 (0.2460)  loss_bbox_dn_3: 0.2258 (0.2380)  loss_bbox_dn_4: 0.2252 (0.2356)  loss_bbox_dn_5: 0.2252 (0.2355)  loss_giou: 0.5677 (0.5359)  loss_giou_aux_0: 0.5933 (0.5638)  loss_giou_aux_1: 0.5618 (0.5448)  loss_giou_aux_2: 0.5638 (0.5397)  loss_giou_aux_3: 0.5642 (0.5370)  loss_giou_aux_4: 0.5685 (0.5360)  loss_giou_aux_5: 0.6560 (0.6405)  loss_giou_dn_0: 0.6975 (0.6762)  loss_giou_dn_1: 0.6022 (0.5728)  loss_giou_dn_2: 0.5790 (0.5472)  loss_giou_dn_3: 0.5689 (0.5387)  loss_giou_dn_4: 0.5670 (0.5363)  loss_giou_dn_5: 0.5669 (0.5364)  loss_vfl: 0.7495 (0.7448)  loss_vfl_aux_0: 0.8560 (0.8795)  loss_vfl_aux_1: 0.8514 (0.8300)  loss_vfl_aux_2: 0.7785 (0.7800)  loss_vfl_aux_3: 0.7584 (0.7565)  loss_vfl_aux_4: 0.7484 (0.7476)  loss_vfl_aux_5: 0.8551 (0.8541)  loss_vfl_dn_0: 0.4765 (0.4802)  loss_vfl_dn_1: 0.4226 (0.4270)  loss_vfl_dn_2: 0.4068 (0.4093)  loss_vfl_dn_3: 0.4036 (0.4018)  loss_vfl_dn_4: 0.4001 (0.3988)  loss_vfl_dn_5: 0.3993 (0.3983)  time: 0.4493  data: 0.0133  max mem: 5653
Epoch: [10]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 17.9847 (18.3265)  loss_bbox: 0.1636 (0.1821)  loss_bbox_aux_0: 0.1759 (0.1969)  loss_bbox_aux_1: 0.1649 (0.1863)  loss_bbox_aux_2: 0.1644 (0.1837)  loss_bbox_aux_3: 0.1639 (0.1822)  loss_bbox_aux_4: 0.1640 (0.1821)  loss_bbox_aux_5: 0.2263 (0.2411)  loss_bbox_dn_0: 0.2863 (0.3356)  loss_bbox_dn_1: 0.2281 (0.2657)  loss_bbox_dn_2: 0.2101 (0.2459)  loss_bbox_dn_3: 0.2001 (0.2379)  loss_bbox_dn_4: 0.1952 (0.2355)  loss_bbox_dn_5: 0.1955 (0.2354)  loss_giou: 0.5403 (0.5361)  loss_giou_aux_0: 0.5671 (0.5640)  loss_giou_aux_1: 0.5480 (0.5449)  loss_giou_aux_2: 0.5396 (0.5399)  loss_giou_aux_3: 0.5455 (0.5371)  loss_giou_aux_4: 0.5455 (0.5362)  loss_giou_aux_5: 0.6479 (0.6406)  loss_giou_dn_0: 0.6648 (0.6763)  loss_giou_dn_1: 0.5667 (0.5729)  loss_giou_dn_2: 0.5436 (0.5473)  loss_giou_dn_3: 0.5340 (0.5388)  loss_giou_dn_4: 0.5321 (0.5364)  loss_giou_dn_5: 0.5322 (0.5365)  loss_vfl: 0.7360 (0.7449)  loss_vfl_aux_0: 0.8654 (0.8797)  loss_vfl_aux_1: 0.8223 (0.8304)  loss_vfl_aux_2: 0.7891 (0.7803)  loss_vfl_aux_3: 0.7433 (0.7566)  loss_vfl_aux_4: 0.7434 (0.7477)  loss_vfl_aux_5: 0.8378 (0.8540)  loss_vfl_dn_0: 0.4839 (0.4802)  loss_vfl_dn_1: 0.4351 (0.4271)  loss_vfl_dn_2: 0.4145 (0.4093)  loss_vfl_dn_3: 0.4068 (0.4018)  loss_vfl_dn_4: 0.4045 (0.3989)  loss_vfl_dn_5: 0.4006 (0.3983)  time: 0.4486  data: 0.0138  max mem: 5653
Epoch: [10] Total time: 0:58:33 (0.4753 s / it)
Averaged stats: lr: 0.000010  loss: 17.9847 (18.3265)  loss_bbox: 0.1636 (0.1821)  loss_bbox_aux_0: 0.1759 (0.1969)  loss_bbox_aux_1: 0.1649 (0.1863)  loss_bbox_aux_2: 0.1644 (0.1837)  loss_bbox_aux_3: 0.1639 (0.1822)  loss_bbox_aux_4: 0.1640 (0.1821)  loss_bbox_aux_5: 0.2263 (0.2411)  loss_bbox_dn_0: 0.2863 (0.3356)  loss_bbox_dn_1: 0.2281 (0.2657)  loss_bbox_dn_2: 0.2101 (0.2459)  loss_bbox_dn_3: 0.2001 (0.2379)  loss_bbox_dn_4: 0.1952 (0.2355)  loss_bbox_dn_5: 0.1955 (0.2354)  loss_giou: 0.5403 (0.5361)  loss_giou_aux_0: 0.5671 (0.5640)  loss_giou_aux_1: 0.5480 (0.5449)  loss_giou_aux_2: 0.5396 (0.5399)  loss_giou_aux_3: 0.5455 (0.5371)  loss_giou_aux_4: 0.5455 (0.5362)  loss_giou_aux_5: 0.6479 (0.6406)  loss_giou_dn_0: 0.6648 (0.6763)  loss_giou_dn_1: 0.5667 (0.5729)  loss_giou_dn_2: 0.5436 (0.5473)  loss_giou_dn_3: 0.5340 (0.5388)  loss_giou_dn_4: 0.5321 (0.5364)  loss_giou_dn_5: 0.5322 (0.5365)  loss_vfl: 0.7360 (0.7449)  loss_vfl_aux_0: 0.8654 (0.8797)  loss_vfl_aux_1: 0.8223 (0.8304)  loss_vfl_aux_2: 0.7891 (0.7803)  loss_vfl_aux_3: 0.7433 (0.7566)  loss_vfl_aux_4: 0.7434 (0.7477)  loss_vfl_aux_5: 0.8378 (0.8540)  loss_vfl_dn_0: 0.4839 (0.4802)  loss_vfl_dn_1: 0.4351 (0.4271)  loss_vfl_dn_2: 0.4145 (0.4093)  loss_vfl_dn_3: 0.4068 (0.4018)  loss_vfl_dn_4: 0.4045 (0.3989)  loss_vfl_dn_5: 0.4006 (0.3983)
Test:  [  0/157]  eta: 0:03:49    time: 1.4613  data: 1.0589  max mem: 5653
Test:  [ 10/157]  eta: 0:01:12    time: 0.4965  data: 0.1205  max mem: 5653
Test:  [ 20/157]  eta: 0:01:00    time: 0.3887  data: 0.0261  max mem: 5653
Test:  [ 30/157]  eta: 0:00:53    time: 0.3806  data: 0.0258  max mem: 5653
Test:  [ 40/157]  eta: 0:01:06    time: 0.7091  data: 0.0260  max mem: 5653
Test:  [ 50/157]  eta: 0:00:57    time: 0.7136  data: 0.0261  max mem: 5653
Test:  [ 60/157]  eta: 0:00:49    time: 0.3954  data: 0.0266  max mem: 5653
Test:  [ 70/157]  eta: 0:00:42    time: 0.3870  data: 0.0266  max mem: 5653
Test:  [ 80/157]  eta: 0:00:37    time: 0.3868  data: 0.0265  max mem: 5653
Test:  [ 90/157]  eta: 0:00:31    time: 0.3941  data: 0.0265  max mem: 5653
Test:  [100/157]  eta: 0:00:26    time: 0.3843  data: 0.0259  max mem: 5653
Test:  [110/157]  eta: 0:00:21    time: 0.3835  data: 0.0258  max mem: 5653
Test:  [120/157]  eta: 0:00:16    time: 0.3832  data: 0.0263  max mem: 5653
Test:  [130/157]  eta: 0:00:12    time: 0.3796  data: 0.0260  max mem: 5653
Test:  [140/157]  eta: 0:00:07    time: 0.3742  data: 0.0254  max mem: 5653
Test:  [150/157]  eta: 0:00:03    time: 0.6211  data: 0.0255  max mem: 5653
Test:  [156/157]  eta: 0:00:00    time: 0.6125  data: 0.0249  max mem: 5653
Test: Total time: 0:01:13 (0.4655 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=31.06s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.482
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.658
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.521
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.300
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.530
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.662
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.371
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.620
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.693
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.506
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.741
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.880
best_stat:  {'epoch': 10, 'coco_eval_bbox': 0.48165303598512926}
Epoch: [11]  [   0/7393]  eta: 14:50:23  lr: 0.000010  loss: 18.0156 (18.0156)  loss_bbox: 0.2366 (0.2366)  loss_bbox_aux_0: 0.2383 (0.2383)  loss_bbox_aux_1: 0.2348 (0.2348)  loss_bbox_aux_2: 0.2300 (0.2300)  loss_bbox_aux_3: 0.2371 (0.2371)  loss_bbox_aux_4: 0.2382 (0.2382)  loss_bbox_aux_5: 0.2693 (0.2693)  loss_bbox_dn_0: 0.3435 (0.3435)  loss_bbox_dn_1: 0.2857 (0.2857)  loss_bbox_dn_2: 0.2819 (0.2819)  loss_bbox_dn_3: 0.2758 (0.2758)  loss_bbox_dn_4: 0.2721 (0.2721)  loss_bbox_dn_5: 0.2721 (0.2721)  loss_giou: 0.5193 (0.5193)  loss_giou_aux_0: 0.5408 (0.5408)  loss_giou_aux_1: 0.5235 (0.5235)  loss_giou_aux_2: 0.5199 (0.5199)  loss_giou_aux_3: 0.5241 (0.5241)  loss_giou_aux_4: 0.5195 (0.5195)  loss_giou_aux_5: 0.6012 (0.6012)  loss_giou_dn_0: 0.6460 (0.6460)  loss_giou_dn_1: 0.5583 (0.5583)  loss_giou_dn_2: 0.5381 (0.5381)  loss_giou_dn_3: 0.5346 (0.5346)  loss_giou_dn_4: 0.5322 (0.5322)  loss_giou_dn_5: 0.5326 (0.5326)  loss_vfl: 0.6712 (0.6712)  loss_vfl_aux_0: 0.7978 (0.7978)  loss_vfl_aux_1: 0.7563 (0.7563)  loss_vfl_aux_2: 0.6908 (0.6908)  loss_vfl_aux_3: 0.6675 (0.6675)  loss_vfl_aux_4: 0.6723 (0.6723)  loss_vfl_aux_5: 0.7827 (0.7827)  loss_vfl_dn_0: 0.4756 (0.4756)  loss_vfl_dn_1: 0.4209 (0.4209)  loss_vfl_dn_2: 0.4004 (0.4004)  loss_vfl_dn_3: 0.3936 (0.3936)  loss_vfl_dn_4: 0.3919 (0.3919)  loss_vfl_dn_5: 0.3892 (0.3892)  time: 7.2262  data: 1.2099  max mem: 5653
Epoch: [11]  [ 100/7393]  eta: 1:12:18  lr: 0.000010  loss: 17.9763 (18.2776)  loss_bbox: 0.1791 (0.1849)  loss_bbox_aux_0: 0.1916 (0.2023)  loss_bbox_aux_1: 0.1833 (0.1893)  loss_bbox_aux_2: 0.1746 (0.1858)  loss_bbox_aux_3: 0.1766 (0.1845)  loss_bbox_aux_4: 0.1790 (0.1845)  loss_bbox_aux_5: 0.2428 (0.2466)  loss_bbox_dn_0: 0.3376 (0.3393)  loss_bbox_dn_1: 0.2580 (0.2667)  loss_bbox_dn_2: 0.2386 (0.2449)  loss_bbox_dn_3: 0.2358 (0.2365)  loss_bbox_dn_4: 0.2337 (0.2341)  loss_bbox_dn_5: 0.2332 (0.2340)  loss_giou: 0.5197 (0.5273)  loss_giou_aux_0: 0.5491 (0.5607)  loss_giou_aux_1: 0.5386 (0.5389)  loss_giou_aux_2: 0.5276 (0.5305)  loss_giou_aux_3: 0.5306 (0.5279)  loss_giou_aux_4: 0.5179 (0.5271)  loss_giou_aux_5: 0.6345 (0.6375)  loss_giou_dn_0: 0.6685 (0.6639)  loss_giou_dn_1: 0.5573 (0.5608)  loss_giou_dn_2: 0.5353 (0.5347)  loss_giou_dn_3: 0.5238 (0.5257)  loss_giou_dn_4: 0.5180 (0.5232)  loss_giou_dn_5: 0.5177 (0.5233)  loss_vfl: 0.7475 (0.7515)  loss_vfl_aux_0: 0.9215 (0.8909)  loss_vfl_aux_1: 0.8779 (0.8538)  loss_vfl_aux_2: 0.7634 (0.7919)  loss_vfl_aux_3: 0.7556 (0.7615)  loss_vfl_aux_4: 0.7453 (0.7542)  loss_vfl_aux_5: 0.8578 (0.8591)  loss_vfl_dn_0: 0.4787 (0.4795)  loss_vfl_dn_1: 0.4255 (0.4251)  loss_vfl_dn_2: 0.4098 (0.4070)  loss_vfl_dn_3: 0.3988 (0.3989)  loss_vfl_dn_4: 0.3957 (0.3953)  loss_vfl_dn_5: 0.3927 (0.3943)  time: 0.4586  data: 0.0150  max mem: 5653
Epoch: [11]  [ 200/7393]  eta: 1:03:18  lr: 0.000010  loss: 18.0521 (18.2410)  loss_bbox: 0.1758 (0.1834)  loss_bbox_aux_0: 0.1846 (0.1997)  loss_bbox_aux_1: 0.1705 (0.1869)  loss_bbox_aux_2: 0.1731 (0.1846)  loss_bbox_aux_3: 0.1757 (0.1831)  loss_bbox_aux_4: 0.1753 (0.1830)  loss_bbox_aux_5: 0.2372 (0.2453)  loss_bbox_dn_0: 0.3460 (0.3399)  loss_bbox_dn_1: 0.2657 (0.2664)  loss_bbox_dn_2: 0.2505 (0.2441)  loss_bbox_dn_3: 0.2353 (0.2355)  loss_bbox_dn_4: 0.2316 (0.2331)  loss_bbox_dn_5: 0.2315 (0.2330)  loss_giou: 0.4876 (0.5228)  loss_giou_aux_0: 0.5235 (0.5533)  loss_giou_aux_1: 0.5041 (0.5321)  loss_giou_aux_2: 0.4918 (0.5260)  loss_giou_aux_3: 0.4913 (0.5231)  loss_giou_aux_4: 0.4888 (0.5225)  loss_giou_aux_5: 0.6237 (0.6323)  loss_giou_dn_0: 0.6508 (0.6651)  loss_giou_dn_1: 0.5535 (0.5604)  loss_giou_dn_2: 0.5237 (0.5333)  loss_giou_dn_3: 0.5155 (0.5243)  loss_giou_dn_4: 0.5120 (0.5219)  loss_giou_dn_5: 0.5120 (0.5220)  loss_vfl: 0.7606 (0.7505)  loss_vfl_aux_0: 0.9110 (0.9003)  loss_vfl_aux_1: 0.8773 (0.8580)  loss_vfl_aux_2: 0.7874 (0.7917)  loss_vfl_aux_3: 0.7771 (0.7633)  loss_vfl_aux_4: 0.7592 (0.7538)  loss_vfl_aux_5: 0.8476 (0.8621)  loss_vfl_dn_0: 0.4805 (0.4810)  loss_vfl_dn_1: 0.4290 (0.4254)  loss_vfl_dn_2: 0.4097 (0.4076)  loss_vfl_dn_3: 0.4022 (0.3991)  loss_vfl_dn_4: 0.3968 (0.3959)  loss_vfl_dn_5: 0.3971 (0.3951)  time: 0.4494  data: 0.0152  max mem: 5653
Epoch: [11]  [ 300/7393]  eta: 0:59:46  lr: 0.000010  loss: 18.2397 (18.3195)  loss_bbox: 0.1762 (0.1860)  loss_bbox_aux_0: 0.1966 (0.2016)  loss_bbox_aux_1: 0.1894 (0.1896)  loss_bbox_aux_2: 0.1766 (0.1879)  loss_bbox_aux_3: 0.1738 (0.1861)  loss_bbox_aux_4: 0.1788 (0.1858)  loss_bbox_aux_5: 0.2366 (0.2482)  loss_bbox_dn_0: 0.3229 (0.3441)  loss_bbox_dn_1: 0.2593 (0.2709)  loss_bbox_dn_2: 0.2433 (0.2492)  loss_bbox_dn_3: 0.2335 (0.2408)  loss_bbox_dn_4: 0.2322 (0.2385)  loss_bbox_dn_5: 0.2314 (0.2384)  loss_giou: 0.5092 (0.5228)  loss_giou_aux_0: 0.5304 (0.5523)  loss_giou_aux_1: 0.5141 (0.5323)  loss_giou_aux_2: 0.5070 (0.5268)  loss_giou_aux_3: 0.5087 (0.5238)  loss_giou_aux_4: 0.5093 (0.5229)  loss_giou_aux_5: 0.6235 (0.6319)  loss_giou_dn_0: 0.6710 (0.6667)  loss_giou_dn_1: 0.5727 (0.5614)  loss_giou_dn_2: 0.5494 (0.5345)  loss_giou_dn_3: 0.5412 (0.5255)  loss_giou_dn_4: 0.5392 (0.5232)  loss_giou_dn_5: 0.5390 (0.5233)  loss_vfl: 0.7432 (0.7538)  loss_vfl_aux_0: 0.8686 (0.9033)  loss_vfl_aux_1: 0.8210 (0.8592)  loss_vfl_aux_2: 0.7553 (0.7940)  loss_vfl_aux_3: 0.7676 (0.7656)  loss_vfl_aux_4: 0.7366 (0.7558)  loss_vfl_aux_5: 0.8318 (0.8624)  loss_vfl_dn_0: 0.4811 (0.4816)  loss_vfl_dn_1: 0.4286 (0.4264)  loss_vfl_dn_2: 0.4126 (0.4085)  loss_vfl_dn_3: 0.4055 (0.4004)  loss_vfl_dn_4: 0.4021 (0.3972)  loss_vfl_dn_5: 0.3993 (0.3967)  time: 0.4689  data: 0.0151  max mem: 5653
Epoch: [11]  [ 400/7393]  eta: 0:57:36  lr: 0.000010  loss: 18.4169 (18.2712)  loss_bbox: 0.1932 (0.1851)  loss_bbox_aux_0: 0.1991 (0.2003)  loss_bbox_aux_1: 0.1963 (0.1887)  loss_bbox_aux_2: 0.1924 (0.1864)  loss_bbox_aux_3: 0.1862 (0.1844)  loss_bbox_aux_4: 0.1902 (0.1846)  loss_bbox_aux_5: 0.2292 (0.2462)  loss_bbox_dn_0: 0.3163 (0.3412)  loss_bbox_dn_1: 0.2618 (0.2686)  loss_bbox_dn_2: 0.2446 (0.2474)  loss_bbox_dn_3: 0.2446 (0.2391)  loss_bbox_dn_4: 0.2455 (0.2367)  loss_bbox_dn_5: 0.2457 (0.2366)  loss_giou: 0.5424 (0.5238)  loss_giou_aux_0: 0.5801 (0.5527)  loss_giou_aux_1: 0.5533 (0.5330)  loss_giou_aux_2: 0.5374 (0.5274)  loss_giou_aux_3: 0.5491 (0.5245)  loss_giou_aux_4: 0.5405 (0.5238)  loss_giou_aux_5: 0.6546 (0.6315)  loss_giou_dn_0: 0.6731 (0.6679)  loss_giou_dn_1: 0.5730 (0.5629)  loss_giou_dn_2: 0.5536 (0.5364)  loss_giou_dn_3: 0.5442 (0.5275)  loss_giou_dn_4: 0.5420 (0.5252)  loss_giou_dn_5: 0.5418 (0.5253)  loss_vfl: 0.6893 (0.7486)  loss_vfl_aux_0: 0.8234 (0.8952)  loss_vfl_aux_1: 0.8016 (0.8530)  loss_vfl_aux_2: 0.7417 (0.7899)  loss_vfl_aux_3: 0.7066 (0.7616)  loss_vfl_aux_4: 0.7140 (0.7518)  loss_vfl_aux_5: 0.7981 (0.8551)  loss_vfl_dn_0: 0.4744 (0.4809)  loss_vfl_dn_1: 0.4343 (0.4262)  loss_vfl_dn_2: 0.4152 (0.4083)  loss_vfl_dn_3: 0.4079 (0.4001)  loss_vfl_dn_4: 0.4038 (0.3969)  loss_vfl_dn_5: 0.4028 (0.3962)  time: 0.4571  data: 0.0151  max mem: 5653
Epoch: [11]  [ 500/7393]  eta: 0:56:12  lr: 0.000010  loss: 17.8349 (18.2540)  loss_bbox: 0.1801 (0.1845)  loss_bbox_aux_0: 0.1967 (0.1999)  loss_bbox_aux_1: 0.1922 (0.1883)  loss_bbox_aux_2: 0.1931 (0.1856)  loss_bbox_aux_3: 0.1814 (0.1837)  loss_bbox_aux_4: 0.1847 (0.1839)  loss_bbox_aux_5: 0.2400 (0.2457)  loss_bbox_dn_0: 0.3548 (0.3422)  loss_bbox_dn_1: 0.2728 (0.2695)  loss_bbox_dn_2: 0.2609 (0.2480)  loss_bbox_dn_3: 0.2514 (0.2396)  loss_bbox_dn_4: 0.2483 (0.2371)  loss_bbox_dn_5: 0.2480 (0.2370)  loss_giou: 0.4772 (0.5224)  loss_giou_aux_0: 0.5048 (0.5515)  loss_giou_aux_1: 0.4744 (0.5317)  loss_giou_aux_2: 0.4814 (0.5256)  loss_giou_aux_3: 0.4747 (0.5230)  loss_giou_aux_4: 0.4740 (0.5224)  loss_giou_aux_5: 0.5784 (0.6300)  loss_giou_dn_0: 0.6408 (0.6684)  loss_giou_dn_1: 0.5311 (0.5632)  loss_giou_dn_2: 0.5046 (0.5366)  loss_giou_dn_3: 0.4930 (0.5277)  loss_giou_dn_4: 0.4913 (0.5253)  loss_giou_dn_5: 0.4908 (0.5254)  loss_vfl: 0.7335 (0.7472)  loss_vfl_aux_0: 0.8844 (0.8934)  loss_vfl_aux_1: 0.8415 (0.8525)  loss_vfl_aux_2: 0.7688 (0.7893)  loss_vfl_aux_3: 0.7291 (0.7607)  loss_vfl_aux_4: 0.7317 (0.7502)  loss_vfl_aux_5: 0.8619 (0.8559)  loss_vfl_dn_0: 0.4781 (0.4804)  loss_vfl_dn_1: 0.4246 (0.4260)  loss_vfl_dn_2: 0.4087 (0.4079)  loss_vfl_dn_3: 0.3967 (0.3997)  loss_vfl_dn_4: 0.3957 (0.3966)  loss_vfl_dn_5: 0.3950 (0.3960)  time: 0.4821  data: 0.0161  max mem: 5653
Epoch: [11]  [ 600/7393]  eta: 0:55:07  lr: 0.000010  loss: 18.2552 (18.2662)  loss_bbox: 0.1764 (0.1829)  loss_bbox_aux_0: 0.1929 (0.1983)  loss_bbox_aux_1: 0.1816 (0.1872)  loss_bbox_aux_2: 0.1773 (0.1843)  loss_bbox_aux_3: 0.1759 (0.1824)  loss_bbox_aux_4: 0.1783 (0.1825)  loss_bbox_aux_5: 0.2344 (0.2435)  loss_bbox_dn_0: 0.3261 (0.3383)  loss_bbox_dn_1: 0.2535 (0.2667)  loss_bbox_dn_2: 0.2384 (0.2456)  loss_bbox_dn_3: 0.2248 (0.2374)  loss_bbox_dn_4: 0.2240 (0.2350)  loss_bbox_dn_5: 0.2235 (0.2349)  loss_giou: 0.5270 (0.5260)  loss_giou_aux_0: 0.5624 (0.5552)  loss_giou_aux_1: 0.5423 (0.5354)  loss_giou_aux_2: 0.5340 (0.5295)  loss_giou_aux_3: 0.5291 (0.5268)  loss_giou_aux_4: 0.5308 (0.5260)  loss_giou_aux_5: 0.6357 (0.6330)  loss_giou_dn_0: 0.6735 (0.6710)  loss_giou_dn_1: 0.5833 (0.5663)  loss_giou_dn_2: 0.5509 (0.5397)  loss_giou_dn_3: 0.5443 (0.5308)  loss_giou_dn_4: 0.5409 (0.5285)  loss_giou_dn_5: 0.5411 (0.5286)  loss_vfl: 0.7424 (0.7473)  loss_vfl_aux_0: 0.8567 (0.8914)  loss_vfl_aux_1: 0.8112 (0.8508)  loss_vfl_aux_2: 0.7537 (0.7878)  loss_vfl_aux_3: 0.7790 (0.7604)  loss_vfl_aux_4: 0.7540 (0.7500)  loss_vfl_aux_5: 0.8390 (0.8541)  loss_vfl_dn_0: 0.4758 (0.4802)  loss_vfl_dn_1: 0.4277 (0.4263)  loss_vfl_dn_2: 0.4094 (0.4083)  loss_vfl_dn_3: 0.4014 (0.4001)  loss_vfl_dn_4: 0.4005 (0.3970)  loss_vfl_dn_5: 0.3988 (0.3964)  time: 0.4738  data: 0.0155  max mem: 5653
Epoch: [11]  [ 700/7393]  eta: 0:54:04  lr: 0.000010  loss: 17.2192 (18.2530)  loss_bbox: 0.1617 (0.1821)  loss_bbox_aux_0: 0.1755 (0.1969)  loss_bbox_aux_1: 0.1698 (0.1862)  loss_bbox_aux_2: 0.1650 (0.1834)  loss_bbox_aux_3: 0.1635 (0.1816)  loss_bbox_aux_4: 0.1616 (0.1817)  loss_bbox_aux_5: 0.2239 (0.2420)  loss_bbox_dn_0: 0.2986 (0.3360)  loss_bbox_dn_1: 0.2302 (0.2648)  loss_bbox_dn_2: 0.2058 (0.2438)  loss_bbox_dn_3: 0.1902 (0.2356)  loss_bbox_dn_4: 0.1878 (0.2333)  loss_bbox_dn_5: 0.1878 (0.2332)  loss_giou: 0.4455 (0.5286)  loss_giou_aux_0: 0.4745 (0.5576)  loss_giou_aux_1: 0.4679 (0.5379)  loss_giou_aux_2: 0.4504 (0.5324)  loss_giou_aux_3: 0.4458 (0.5296)  loss_giou_aux_4: 0.4460 (0.5287)  loss_giou_aux_5: 0.5629 (0.6348)  loss_giou_dn_0: 0.6323 (0.6722)  loss_giou_dn_1: 0.5272 (0.5679)  loss_giou_dn_2: 0.4953 (0.5414)  loss_giou_dn_3: 0.4907 (0.5325)  loss_giou_dn_4: 0.4877 (0.5303)  loss_giou_dn_5: 0.4877 (0.5304)  loss_vfl: 0.6781 (0.7441)  loss_vfl_aux_0: 0.8700 (0.8899)  loss_vfl_aux_1: 0.7829 (0.8490)  loss_vfl_aux_2: 0.7201 (0.7847)  loss_vfl_aux_3: 0.6801 (0.7572)  loss_vfl_aux_4: 0.6751 (0.7468)  loss_vfl_aux_5: 0.8150 (0.8528)  loss_vfl_dn_0: 0.4701 (0.4797)  loss_vfl_dn_1: 0.4165 (0.4255)  loss_vfl_dn_2: 0.3980 (0.4075)  loss_vfl_dn_3: 0.3879 (0.3992)  loss_vfl_dn_4: 0.3857 (0.3962)  loss_vfl_dn_5: 0.3844 (0.3955)  time: 0.4877  data: 0.0157  max mem: 5653
Epoch: [11]  [ 800/7393]  eta: 0:53:08  lr: 0.000010  loss: 17.9663 (18.2301)  loss_bbox: 0.1720 (0.1817)  loss_bbox_aux_0: 0.1920 (0.1966)  loss_bbox_aux_1: 0.1737 (0.1856)  loss_bbox_aux_2: 0.1744 (0.1832)  loss_bbox_aux_3: 0.1707 (0.1814)  loss_bbox_aux_4: 0.1743 (0.1814)  loss_bbox_aux_5: 0.2338 (0.2422)  loss_bbox_dn_0: 0.3146 (0.3360)  loss_bbox_dn_1: 0.2407 (0.2647)  loss_bbox_dn_2: 0.2208 (0.2437)  loss_bbox_dn_3: 0.2089 (0.2355)  loss_bbox_dn_4: 0.2071 (0.2331)  loss_bbox_dn_5: 0.2072 (0.2330)  loss_giou: 0.4859 (0.5274)  loss_giou_aux_0: 0.5121 (0.5567)  loss_giou_aux_1: 0.4885 (0.5365)  loss_giou_aux_2: 0.4959 (0.5313)  loss_giou_aux_3: 0.4900 (0.5284)  loss_giou_aux_4: 0.4903 (0.5275)  loss_giou_aux_5: 0.5995 (0.6339)  loss_giou_dn_0: 0.6668 (0.6717)  loss_giou_dn_1: 0.5546 (0.5671)  loss_giou_dn_2: 0.5220 (0.5405)  loss_giou_dn_3: 0.5120 (0.5316)  loss_giou_dn_4: 0.5106 (0.5293)  loss_giou_dn_5: 0.5108 (0.5294)  loss_vfl: 0.7590 (0.7436)  loss_vfl_aux_0: 0.8914 (0.8884)  loss_vfl_aux_1: 0.8504 (0.8485)  loss_vfl_aux_2: 0.7927 (0.7837)  loss_vfl_aux_3: 0.7611 (0.7561)  loss_vfl_aux_4: 0.7519 (0.7459)  loss_vfl_aux_5: 0.8682 (0.8532)  loss_vfl_dn_0: 0.4841 (0.4797)  loss_vfl_dn_1: 0.4269 (0.4253)  loss_vfl_dn_2: 0.4092 (0.4070)  loss_vfl_dn_3: 0.4044 (0.3988)  loss_vfl_dn_4: 0.4016 (0.3957)  loss_vfl_dn_5: 0.3987 (0.3950)  time: 0.4777  data: 0.0156  max mem: 5653
Epoch: [11]  [ 900/7393]  eta: 0:52:08  lr: 0.000010  loss: 18.5954 (18.2368)  loss_bbox: 0.1866 (0.1814)  loss_bbox_aux_0: 0.1946 (0.1964)  loss_bbox_aux_1: 0.1925 (0.1853)  loss_bbox_aux_2: 0.1846 (0.1829)  loss_bbox_aux_3: 0.1868 (0.1812)  loss_bbox_aux_4: 0.1866 (0.1811)  loss_bbox_aux_5: 0.2357 (0.2419)  loss_bbox_dn_0: 0.3099 (0.3352)  loss_bbox_dn_1: 0.2658 (0.2644)  loss_bbox_dn_2: 0.2445 (0.2435)  loss_bbox_dn_3: 0.2377 (0.2352)  loss_bbox_dn_4: 0.2383 (0.2328)  loss_bbox_dn_5: 0.2397 (0.2328)  loss_giou: 0.5384 (0.5294)  loss_giou_aux_0: 0.5773 (0.5587)  loss_giou_aux_1: 0.5573 (0.5385)  loss_giou_aux_2: 0.5597 (0.5333)  loss_giou_aux_3: 0.5398 (0.5305)  loss_giou_aux_4: 0.5436 (0.5295)  loss_giou_aux_5: 0.6503 (0.6356)  loss_giou_dn_0: 0.6768 (0.6718)  loss_giou_dn_1: 0.5893 (0.5679)  loss_giou_dn_2: 0.5655 (0.5414)  loss_giou_dn_3: 0.5574 (0.5325)  loss_giou_dn_4: 0.5561 (0.5302)  loss_giou_dn_5: 0.5561 (0.5304)  loss_vfl: 0.7391 (0.7433)  loss_vfl_aux_0: 0.8646 (0.8866)  loss_vfl_aux_1: 0.8256 (0.8465)  loss_vfl_aux_2: 0.7534 (0.7829)  loss_vfl_aux_3: 0.7333 (0.7555)  loss_vfl_aux_4: 0.7304 (0.7456)  loss_vfl_aux_5: 0.8225 (0.8523)  loss_vfl_dn_0: 0.4704 (0.4795)  loss_vfl_dn_1: 0.4228 (0.4250)  loss_vfl_dn_2: 0.4053 (0.4069)  loss_vfl_dn_3: 0.3952 (0.3987)  loss_vfl_dn_4: 0.3912 (0.3956)  loss_vfl_dn_5: 0.3909 (0.3949)  time: 0.4739  data: 0.0153  max mem: 5653
Epoch: [11]  [1000/7393]  eta: 0:51:09  lr: 0.000010  loss: 18.9648 (18.2286)  loss_bbox: 0.1728 (0.1812)  loss_bbox_aux_0: 0.1841 (0.1960)  loss_bbox_aux_1: 0.1923 (0.1851)  loss_bbox_aux_2: 0.1796 (0.1829)  loss_bbox_aux_3: 0.1706 (0.1811)  loss_bbox_aux_4: 0.1787 (0.1810)  loss_bbox_aux_5: 0.2387 (0.2413)  loss_bbox_dn_0: 0.3098 (0.3355)  loss_bbox_dn_1: 0.2482 (0.2645)  loss_bbox_dn_2: 0.2309 (0.2436)  loss_bbox_dn_3: 0.2257 (0.2354)  loss_bbox_dn_4: 0.2224 (0.2331)  loss_bbox_dn_5: 0.2229 (0.2330)  loss_giou: 0.5690 (0.5284)  loss_giou_aux_0: 0.5891 (0.5573)  loss_giou_aux_1: 0.5760 (0.5374)  loss_giou_aux_2: 0.5709 (0.5324)  loss_giou_aux_3: 0.5762 (0.5295)  loss_giou_aux_4: 0.5659 (0.5286)  loss_giou_aux_5: 0.6670 (0.6342)  loss_giou_dn_0: 0.6661 (0.6710)  loss_giou_dn_1: 0.5493 (0.5669)  loss_giou_dn_2: 0.5228 (0.5404)  loss_giou_dn_3: 0.5159 (0.5316)  loss_giou_dn_4: 0.5135 (0.5293)  loss_giou_dn_5: 0.5136 (0.5294)  loss_vfl: 0.7462 (0.7439)  loss_vfl_aux_0: 0.8758 (0.8874)  loss_vfl_aux_1: 0.8149 (0.8467)  loss_vfl_aux_2: 0.7748 (0.7831)  loss_vfl_aux_3: 0.7731 (0.7565)  loss_vfl_aux_4: 0.7532 (0.7464)  loss_vfl_aux_5: 0.8610 (0.8535)  loss_vfl_dn_0: 0.4781 (0.4795)  loss_vfl_dn_1: 0.4245 (0.4249)  loss_vfl_dn_2: 0.4116 (0.4069)  loss_vfl_dn_3: 0.4058 (0.3987)  loss_vfl_dn_4: 0.4030 (0.3958)  loss_vfl_dn_5: 0.4023 (0.3950)  time: 0.4609  data: 0.0150  max mem: 5653
Epoch: [11]  [1100/7393]  eta: 0:50:16  lr: 0.000010  loss: 17.4473 (18.2222)  loss_bbox: 0.1814 (0.1811)  loss_bbox_aux_0: 0.1913 (0.1957)  loss_bbox_aux_1: 0.1797 (0.1852)  loss_bbox_aux_2: 0.1734 (0.1829)  loss_bbox_aux_3: 0.1825 (0.1811)  loss_bbox_aux_4: 0.1782 (0.1809)  loss_bbox_aux_5: 0.2314 (0.2409)  loss_bbox_dn_0: 0.3188 (0.3351)  loss_bbox_dn_1: 0.2718 (0.2641)  loss_bbox_dn_2: 0.2555 (0.2434)  loss_bbox_dn_3: 0.2366 (0.2352)  loss_bbox_dn_4: 0.2357 (0.2329)  loss_bbox_dn_5: 0.2356 (0.2328)  loss_giou: 0.4735 (0.5286)  loss_giou_aux_0: 0.5182 (0.5577)  loss_giou_aux_1: 0.4893 (0.5382)  loss_giou_aux_2: 0.4802 (0.5328)  loss_giou_aux_3: 0.4752 (0.5296)  loss_giou_aux_4: 0.4729 (0.5288)  loss_giou_aux_5: 0.6032 (0.6343)  loss_giou_dn_0: 0.6364 (0.6711)  loss_giou_dn_1: 0.5311 (0.5673)  loss_giou_dn_2: 0.5069 (0.5409)  loss_giou_dn_3: 0.4978 (0.5320)  loss_giou_dn_4: 0.4956 (0.5298)  loss_giou_dn_5: 0.4953 (0.5299)  loss_vfl: 0.7155 (0.7435)  loss_vfl_aux_0: 0.8484 (0.8859)  loss_vfl_aux_1: 0.8041 (0.8441)  loss_vfl_aux_2: 0.7689 (0.7820)  loss_vfl_aux_3: 0.7196 (0.7561)  loss_vfl_aux_4: 0.7188 (0.7462)  loss_vfl_aux_5: 0.8202 (0.8530)  loss_vfl_dn_0: 0.4720 (0.4794)  loss_vfl_dn_1: 0.4167 (0.4246)  loss_vfl_dn_2: 0.3963 (0.4065)  loss_vfl_dn_3: 0.3889 (0.3984)  loss_vfl_dn_4: 0.3850 (0.3954)  loss_vfl_dn_5: 0.3858 (0.3947)  time: 0.4748  data: 0.0149  max mem: 5653
Epoch: [11]  [1200/7393]  eta: 0:49:24  lr: 0.000010  loss: 18.0912 (18.2145)  loss_bbox: 0.1519 (0.1805)  loss_bbox_aux_0: 0.1618 (0.1952)  loss_bbox_aux_1: 0.1627 (0.1846)  loss_bbox_aux_2: 0.1544 (0.1823)  loss_bbox_aux_3: 0.1575 (0.1805)  loss_bbox_aux_4: 0.1572 (0.1803)  loss_bbox_aux_5: 0.2069 (0.2404)  loss_bbox_dn_0: 0.2679 (0.3340)  loss_bbox_dn_1: 0.1970 (0.2632)  loss_bbox_dn_2: 0.1809 (0.2426)  loss_bbox_dn_3: 0.1734 (0.2344)  loss_bbox_dn_4: 0.1732 (0.2320)  loss_bbox_dn_5: 0.1727 (0.2319)  loss_giou: 0.5455 (0.5291)  loss_giou_aux_0: 0.5788 (0.5580)  loss_giou_aux_1: 0.5551 (0.5384)  loss_giou_aux_2: 0.5484 (0.5331)  loss_giou_aux_3: 0.5480 (0.5301)  loss_giou_aux_4: 0.5452 (0.5293)  loss_giou_aux_5: 0.6617 (0.6346)  loss_giou_dn_0: 0.6863 (0.6712)  loss_giou_dn_1: 0.5893 (0.5674)  loss_giou_dn_2: 0.5596 (0.5410)  loss_giou_dn_3: 0.5461 (0.5321)  loss_giou_dn_4: 0.5442 (0.5299)  loss_giou_dn_5: 0.5437 (0.5300)  loss_vfl: 0.7002 (0.7435)  loss_vfl_aux_0: 0.8532 (0.8853)  loss_vfl_aux_1: 0.7874 (0.8434)  loss_vfl_aux_2: 0.7383 (0.7821)  loss_vfl_aux_3: 0.7213 (0.7562)  loss_vfl_aux_4: 0.7109 (0.7461)  loss_vfl_aux_5: 0.8103 (0.8525)  loss_vfl_dn_0: 0.4779 (0.4792)  loss_vfl_dn_1: 0.4260 (0.4246)  loss_vfl_dn_2: 0.4098 (0.4066)  loss_vfl_dn_3: 0.4035 (0.3985)  loss_vfl_dn_4: 0.4003 (0.3955)  loss_vfl_dn_5: 0.3993 (0.3948)  time: 0.4629  data: 0.0143  max mem: 5653
Epoch: [11]  [1300/7393]  eta: 0:48:30  lr: 0.000010  loss: 18.1017 (18.2183)  loss_bbox: 0.1619 (0.1801)  loss_bbox_aux_0: 0.1733 (0.1945)  loss_bbox_aux_1: 0.1680 (0.1842)  loss_bbox_aux_2: 0.1599 (0.1819)  loss_bbox_aux_3: 0.1598 (0.1801)  loss_bbox_aux_4: 0.1602 (0.1800)  loss_bbox_aux_5: 0.2245 (0.2401)  loss_bbox_dn_0: 0.3050 (0.3339)  loss_bbox_dn_1: 0.2334 (0.2632)  loss_bbox_dn_2: 0.2182 (0.2426)  loss_bbox_dn_3: 0.2130 (0.2344)  loss_bbox_dn_4: 0.2101 (0.2320)  loss_bbox_dn_5: 0.2101 (0.2320)  loss_giou: 0.5673 (0.5285)  loss_giou_aux_0: 0.6147 (0.5572)  loss_giou_aux_1: 0.5791 (0.5379)  loss_giou_aux_2: 0.5795 (0.5325)  loss_giou_aux_3: 0.5614 (0.5295)  loss_giou_aux_4: 0.5680 (0.5287)  loss_giou_aux_5: 0.6483 (0.6342)  loss_giou_dn_0: 0.6787 (0.6711)  loss_giou_dn_1: 0.5843 (0.5673)  loss_giou_dn_2: 0.5573 (0.5410)  loss_giou_dn_3: 0.5477 (0.5322)  loss_giou_dn_4: 0.5438 (0.5298)  loss_giou_dn_5: 0.5448 (0.5300)  loss_vfl: 0.7540 (0.7448)  loss_vfl_aux_0: 0.8593 (0.8870)  loss_vfl_aux_1: 0.8487 (0.8446)  loss_vfl_aux_2: 0.7889 (0.7836)  loss_vfl_aux_3: 0.7530 (0.7573)  loss_vfl_aux_4: 0.7501 (0.7474)  loss_vfl_aux_5: 0.8095 (0.8537)  loss_vfl_dn_0: 0.4853 (0.4794)  loss_vfl_dn_1: 0.4317 (0.4249)  loss_vfl_dn_2: 0.4146 (0.4069)  loss_vfl_dn_3: 0.4021 (0.3988)  loss_vfl_dn_4: 0.3981 (0.3958)  loss_vfl_dn_5: 0.3964 (0.3951)  time: 0.4602  data: 0.0157  max mem: 5653
Epoch: [11]  [1400/7393]  eta: 0:47:41  lr: 0.000010  loss: 18.1388 (18.2097)  loss_bbox: 0.1690 (0.1803)  loss_bbox_aux_0: 0.1874 (0.1945)  loss_bbox_aux_1: 0.1721 (0.1842)  loss_bbox_aux_2: 0.1705 (0.1819)  loss_bbox_aux_3: 0.1696 (0.1802)  loss_bbox_aux_4: 0.1692 (0.1801)  loss_bbox_aux_5: 0.2395 (0.2400)  loss_bbox_dn_0: 0.3250 (0.3339)  loss_bbox_dn_1: 0.2568 (0.2632)  loss_bbox_dn_2: 0.2375 (0.2426)  loss_bbox_dn_3: 0.2289 (0.2344)  loss_bbox_dn_4: 0.2255 (0.2321)  loss_bbox_dn_5: 0.2252 (0.2320)  loss_giou: 0.5119 (0.5274)  loss_giou_aux_0: 0.5243 (0.5563)  loss_giou_aux_1: 0.5018 (0.5369)  loss_giou_aux_2: 0.5057 (0.5314)  loss_giou_aux_3: 0.5066 (0.5285)  loss_giou_aux_4: 0.5134 (0.5276)  loss_giou_aux_5: 0.6227 (0.6331)  loss_giou_dn_0: 0.6568 (0.6704)  loss_giou_dn_1: 0.5560 (0.5666)  loss_giou_dn_2: 0.5246 (0.5403)  loss_giou_dn_3: 0.5153 (0.5315)  loss_giou_dn_4: 0.5128 (0.5292)  loss_giou_dn_5: 0.5127 (0.5293)  loss_vfl: 0.7483 (0.7454)  loss_vfl_aux_0: 0.8626 (0.8868)  loss_vfl_aux_1: 0.8429 (0.8446)  loss_vfl_aux_2: 0.8035 (0.7843)  loss_vfl_aux_3: 0.7768 (0.7580)  loss_vfl_aux_4: 0.7615 (0.7480)  loss_vfl_aux_5: 0.8449 (0.8540)  loss_vfl_dn_0: 0.4802 (0.4795)  loss_vfl_dn_1: 0.4180 (0.4249)  loss_vfl_dn_2: 0.4072 (0.4068)  loss_vfl_dn_3: 0.4043 (0.3988)  loss_vfl_dn_4: 0.3987 (0.3958)  loss_vfl_dn_5: 0.3946 (0.3951)  time: 0.4747  data: 0.0146  max mem: 5653
Epoch: [11]  [1500/7393]  eta: 0:46:49  lr: 0.000010  loss: 18.5740 (18.2157)  loss_bbox: 0.1835 (0.1802)  loss_bbox_aux_0: 0.1757 (0.1943)  loss_bbox_aux_1: 0.1782 (0.1842)  loss_bbox_aux_2: 0.1741 (0.1817)  loss_bbox_aux_3: 0.1813 (0.1800)  loss_bbox_aux_4: 0.1839 (0.1800)  loss_bbox_aux_5: 0.2335 (0.2398)  loss_bbox_dn_0: 0.3281 (0.3339)  loss_bbox_dn_1: 0.2512 (0.2632)  loss_bbox_dn_2: 0.2276 (0.2426)  loss_bbox_dn_3: 0.2124 (0.2344)  loss_bbox_dn_4: 0.2105 (0.2321)  loss_bbox_dn_5: 0.2107 (0.2320)  loss_giou: 0.5180 (0.5275)  loss_giou_aux_0: 0.5534 (0.5563)  loss_giou_aux_1: 0.5442 (0.5371)  loss_giou_aux_2: 0.5116 (0.5314)  loss_giou_aux_3: 0.5133 (0.5285)  loss_giou_aux_4: 0.5177 (0.5278)  loss_giou_aux_5: 0.6243 (0.6331)  loss_giou_dn_0: 0.6714 (0.6707)  loss_giou_dn_1: 0.5738 (0.5668)  loss_giou_dn_2: 0.5531 (0.5405)  loss_giou_dn_3: 0.5476 (0.5317)  loss_giou_dn_4: 0.5456 (0.5294)  loss_giou_dn_5: 0.5452 (0.5295)  loss_vfl: 0.7695 (0.7459)  loss_vfl_aux_0: 0.9259 (0.8871)  loss_vfl_aux_1: 0.8673 (0.8448)  loss_vfl_aux_2: 0.8270 (0.7853)  loss_vfl_aux_3: 0.7820 (0.7587)  loss_vfl_aux_4: 0.7666 (0.7486)  loss_vfl_aux_5: 0.8436 (0.8541)  loss_vfl_dn_0: 0.4911 (0.4797)  loss_vfl_dn_1: 0.4354 (0.4252)  loss_vfl_dn_2: 0.4132 (0.4071)  loss_vfl_dn_3: 0.4092 (0.3990)  loss_vfl_dn_4: 0.4043 (0.3961)  loss_vfl_dn_5: 0.3996 (0.3953)  time: 0.4684  data: 0.0144  max mem: 5653
Epoch: [11]  [1600/7393]  eta: 0:45:59  lr: 0.000010  loss: 18.3903 (18.2260)  loss_bbox: 0.1923 (0.1805)  loss_bbox_aux_0: 0.1987 (0.1947)  loss_bbox_aux_1: 0.1920 (0.1846)  loss_bbox_aux_2: 0.1895 (0.1822)  loss_bbox_aux_3: 0.1911 (0.1804)  loss_bbox_aux_4: 0.1941 (0.1804)  loss_bbox_aux_5: 0.2403 (0.2402)  loss_bbox_dn_0: 0.3080 (0.3345)  loss_bbox_dn_1: 0.2539 (0.2638)  loss_bbox_dn_2: 0.2449 (0.2432)  loss_bbox_dn_3: 0.2338 (0.2350)  loss_bbox_dn_4: 0.2319 (0.2327)  loss_bbox_dn_5: 0.2321 (0.2326)  loss_giou: 0.4788 (0.5280)  loss_giou_aux_0: 0.4917 (0.5565)  loss_giou_aux_1: 0.4733 (0.5376)  loss_giou_aux_2: 0.4828 (0.5321)  loss_giou_aux_3: 0.4758 (0.5290)  loss_giou_aux_4: 0.4812 (0.5282)  loss_giou_aux_5: 0.5641 (0.6334)  loss_giou_dn_0: 0.6474 (0.6711)  loss_giou_dn_1: 0.5488 (0.5673)  loss_giou_dn_2: 0.5191 (0.5410)  loss_giou_dn_3: 0.5045 (0.5321)  loss_giou_dn_4: 0.5025 (0.5298)  loss_giou_dn_5: 0.5027 (0.5299)  loss_vfl: 0.7296 (0.7455)  loss_vfl_aux_0: 0.8704 (0.8870)  loss_vfl_aux_1: 0.8454 (0.8449)  loss_vfl_aux_2: 0.7718 (0.7848)  loss_vfl_aux_3: 0.7385 (0.7582)  loss_vfl_aux_4: 0.7275 (0.7483)  loss_vfl_aux_5: 0.8469 (0.8538)  loss_vfl_dn_0: 0.4801 (0.4796)  loss_vfl_dn_1: 0.4263 (0.4251)  loss_vfl_dn_2: 0.4054 (0.4071)  loss_vfl_dn_3: 0.4027 (0.3991)  loss_vfl_dn_4: 0.3999 (0.3961)  loss_vfl_dn_5: 0.3999 (0.3954)  time: 0.4709  data: 0.0145  max mem: 5653
Epoch: [11]  [1700/7393]  eta: 0:45:29  lr: 0.000010  loss: 18.3622 (18.2245)  loss_bbox: 0.1959 (0.1806)  loss_bbox_aux_0: 0.1979 (0.1948)  loss_bbox_aux_1: 0.1942 (0.1847)  loss_bbox_aux_2: 0.1878 (0.1822)  loss_bbox_aux_3: 0.1912 (0.1805)  loss_bbox_aux_4: 0.2000 (0.1804)  loss_bbox_aux_5: 0.2467 (0.2401)  loss_bbox_dn_0: 0.3379 (0.3346)  loss_bbox_dn_1: 0.2588 (0.2639)  loss_bbox_dn_2: 0.2434 (0.2433)  loss_bbox_dn_3: 0.2340 (0.2351)  loss_bbox_dn_4: 0.2345 (0.2328)  loss_bbox_dn_5: 0.2343 (0.2327)  loss_giou: 0.4793 (0.5279)  loss_giou_aux_0: 0.5086 (0.5563)  loss_giou_aux_1: 0.4864 (0.5374)  loss_giou_aux_2: 0.4831 (0.5320)  loss_giou_aux_3: 0.4793 (0.5290)  loss_giou_aux_4: 0.4845 (0.5281)  loss_giou_aux_5: 0.5865 (0.6329)  loss_giou_dn_0: 0.6485 (0.6707)  loss_giou_dn_1: 0.5470 (0.5670)  loss_giou_dn_2: 0.5330 (0.5406)  loss_giou_dn_3: 0.5236 (0.5318)  loss_giou_dn_4: 0.5211 (0.5295)  loss_giou_dn_5: 0.5211 (0.5296)  loss_vfl: 0.7306 (0.7457)  loss_vfl_aux_0: 0.8979 (0.8868)  loss_vfl_aux_1: 0.8700 (0.8451)  loss_vfl_aux_2: 0.8216 (0.7850)  loss_vfl_aux_3: 0.7641 (0.7586)  loss_vfl_aux_4: 0.7451 (0.7485)  loss_vfl_aux_5: 0.8365 (0.8543)  loss_vfl_dn_0: 0.4849 (0.4796)  loss_vfl_dn_1: 0.4356 (0.4250)  loss_vfl_dn_2: 0.4158 (0.4070)  loss_vfl_dn_3: 0.4078 (0.3990)  loss_vfl_dn_4: 0.4047 (0.3961)  loss_vfl_dn_5: 0.4040 (0.3954)  time: 0.4652  data: 0.0150  max mem: 5653
Epoch: [11]  [1800/7393]  eta: 0:44:38  lr: 0.000010  loss: 17.9328 (18.2281)  loss_bbox: 0.1723 (0.1809)  loss_bbox_aux_0: 0.1888 (0.1952)  loss_bbox_aux_1: 0.1795 (0.1850)  loss_bbox_aux_2: 0.1749 (0.1825)  loss_bbox_aux_3: 0.1738 (0.1808)  loss_bbox_aux_4: 0.1724 (0.1808)  loss_bbox_aux_5: 0.2279 (0.2403)  loss_bbox_dn_0: 0.3068 (0.3347)  loss_bbox_dn_1: 0.2377 (0.2640)  loss_bbox_dn_2: 0.2183 (0.2435)  loss_bbox_dn_3: 0.2172 (0.2353)  loss_bbox_dn_4: 0.2176 (0.2329)  loss_bbox_dn_5: 0.2177 (0.2329)  loss_giou: 0.5594 (0.5285)  loss_giou_aux_0: 0.5884 (0.5568)  loss_giou_aux_1: 0.5723 (0.5378)  loss_giou_aux_2: 0.5730 (0.5324)  loss_giou_aux_3: 0.5565 (0.5294)  loss_giou_aux_4: 0.5602 (0.5286)  loss_giou_aux_5: 0.6340 (0.6334)  loss_giou_dn_0: 0.6891 (0.6706)  loss_giou_dn_1: 0.5793 (0.5670)  loss_giou_dn_2: 0.5597 (0.5407)  loss_giou_dn_3: 0.5544 (0.5319)  loss_giou_dn_4: 0.5521 (0.5296)  loss_giou_dn_5: 0.5520 (0.5297)  loss_vfl: 0.7161 (0.7453)  loss_vfl_aux_0: 0.8324 (0.8860)  loss_vfl_aux_1: 0.7707 (0.8446)  loss_vfl_aux_2: 0.7479 (0.7847)  loss_vfl_aux_3: 0.7093 (0.7581)  loss_vfl_aux_4: 0.7102 (0.7481)  loss_vfl_aux_5: 0.8091 (0.8538)  loss_vfl_dn_0: 0.4716 (0.4796)  loss_vfl_dn_1: 0.4187 (0.4251)  loss_vfl_dn_2: 0.4054 (0.4071)  loss_vfl_dn_3: 0.3993 (0.3991)  loss_vfl_dn_4: 0.3942 (0.3962)  loss_vfl_dn_5: 0.3947 (0.3955)  time: 0.4720  data: 0.0150  max mem: 5653
Epoch: [11]  [1900/7393]  eta: 0:43:46  lr: 0.000010  loss: 18.2996 (18.2331)  loss_bbox: 0.1812 (0.1811)  loss_bbox_aux_0: 0.1875 (0.1955)  loss_bbox_aux_1: 0.1862 (0.1853)  loss_bbox_aux_2: 0.1868 (0.1828)  loss_bbox_aux_3: 0.1744 (0.1811)  loss_bbox_aux_4: 0.1803 (0.1810)  loss_bbox_aux_5: 0.2269 (0.2406)  loss_bbox_dn_0: 0.3100 (0.3348)  loss_bbox_dn_1: 0.2392 (0.2642)  loss_bbox_dn_2: 0.2291 (0.2438)  loss_bbox_dn_3: 0.2218 (0.2356)  loss_bbox_dn_4: 0.2208 (0.2332)  loss_bbox_dn_5: 0.2208 (0.2331)  loss_giou: 0.4685 (0.5286)  loss_giou_aux_0: 0.5042 (0.5570)  loss_giou_aux_1: 0.4952 (0.5379)  loss_giou_aux_2: 0.4932 (0.5326)  loss_giou_aux_3: 0.4770 (0.5295)  loss_giou_aux_4: 0.4802 (0.5287)  loss_giou_aux_5: 0.6019 (0.6336)  loss_giou_dn_0: 0.6620 (0.6708)  loss_giou_dn_1: 0.5854 (0.5673)  loss_giou_dn_2: 0.5545 (0.5411)  loss_giou_dn_3: 0.5442 (0.5322)  loss_giou_dn_4: 0.5390 (0.5299)  loss_giou_dn_5: 0.5387 (0.5300)  loss_vfl: 0.7428 (0.7453)  loss_vfl_aux_0: 0.8766 (0.8859)  loss_vfl_aux_1: 0.8345 (0.8442)  loss_vfl_aux_2: 0.7633 (0.7841)  loss_vfl_aux_3: 0.7503 (0.7580)  loss_vfl_aux_4: 0.7451 (0.7480)  loss_vfl_aux_5: 0.8361 (0.8536)  loss_vfl_dn_0: 0.4775 (0.4795)  loss_vfl_dn_1: 0.4286 (0.4251)  loss_vfl_dn_2: 0.4117 (0.4071)  loss_vfl_dn_3: 0.4028 (0.3991)  loss_vfl_dn_4: 0.3992 (0.3962)  loss_vfl_dn_5: 0.3985 (0.3955)  time: 0.4579  data: 0.0146  max mem: 5653
Epoch: [11]  [2000/7393]  eta: 0:42:56  lr: 0.000010  loss: 17.8846 (18.2377)  loss_bbox: 0.1632 (0.1809)  loss_bbox_aux_0: 0.1909 (0.1954)  loss_bbox_aux_1: 0.1652 (0.1852)  loss_bbox_aux_2: 0.1632 (0.1827)  loss_bbox_aux_3: 0.1667 (0.1810)  loss_bbox_aux_4: 0.1633 (0.1808)  loss_bbox_aux_5: 0.2237 (0.2405)  loss_bbox_dn_0: 0.3002 (0.3347)  loss_bbox_dn_1: 0.2279 (0.2642)  loss_bbox_dn_2: 0.2147 (0.2438)  loss_bbox_dn_3: 0.2110 (0.2356)  loss_bbox_dn_4: 0.2096 (0.2333)  loss_bbox_dn_5: 0.2095 (0.2332)  loss_giou: 0.5159 (0.5291)  loss_giou_aux_0: 0.5463 (0.5575)  loss_giou_aux_1: 0.5298 (0.5384)  loss_giou_aux_2: 0.5229 (0.5331)  loss_giou_aux_3: 0.5120 (0.5301)  loss_giou_aux_4: 0.5136 (0.5293)  loss_giou_aux_5: 0.6088 (0.6341)  loss_giou_dn_0: 0.6445 (0.6708)  loss_giou_dn_1: 0.5411 (0.5673)  loss_giou_dn_2: 0.5141 (0.5412)  loss_giou_dn_3: 0.5065 (0.5323)  loss_giou_dn_4: 0.5037 (0.5300)  loss_giou_dn_5: 0.5038 (0.5302)  loss_vfl: 0.7221 (0.7455)  loss_vfl_aux_0: 0.8515 (0.8857)  loss_vfl_aux_1: 0.8087 (0.8438)  loss_vfl_aux_2: 0.7542 (0.7841)  loss_vfl_aux_3: 0.7271 (0.7579)  loss_vfl_aux_4: 0.7267 (0.7482)  loss_vfl_aux_5: 0.8417 (0.8538)  loss_vfl_dn_0: 0.4806 (0.4797)  loss_vfl_dn_1: 0.4286 (0.4253)  loss_vfl_dn_2: 0.4088 (0.4073)  loss_vfl_dn_3: 0.3993 (0.3993)  loss_vfl_dn_4: 0.3967 (0.3964)  loss_vfl_dn_5: 0.3964 (0.3957)  time: 0.4682  data: 0.0142  max mem: 5653
Epoch: [11]  [2100/7393]  eta: 0:42:06  lr: 0.000010  loss: 18.3169 (18.2405)  loss_bbox: 0.1717 (0.1810)  loss_bbox_aux_0: 0.1745 (0.1955)  loss_bbox_aux_1: 0.1629 (0.1852)  loss_bbox_aux_2: 0.1688 (0.1826)  loss_bbox_aux_3: 0.1691 (0.1811)  loss_bbox_aux_4: 0.1752 (0.1809)  loss_bbox_aux_5: 0.2236 (0.2406)  loss_bbox_dn_0: 0.3233 (0.3347)  loss_bbox_dn_1: 0.2589 (0.2643)  loss_bbox_dn_2: 0.2392 (0.2440)  loss_bbox_dn_3: 0.2252 (0.2358)  loss_bbox_dn_4: 0.2239 (0.2335)  loss_bbox_dn_5: 0.2228 (0.2334)  loss_giou: 0.4798 (0.5297)  loss_giou_aux_0: 0.5090 (0.5579)  loss_giou_aux_1: 0.4952 (0.5389)  loss_giou_aux_2: 0.4875 (0.5337)  loss_giou_aux_3: 0.4870 (0.5307)  loss_giou_aux_4: 0.4830 (0.5299)  loss_giou_aux_5: 0.6030 (0.6344)  loss_giou_dn_0: 0.6415 (0.6711)  loss_giou_dn_1: 0.5579 (0.5678)  loss_giou_dn_2: 0.5336 (0.5416)  loss_giou_dn_3: 0.5229 (0.5329)  loss_giou_dn_4: 0.5208 (0.5305)  loss_giou_dn_5: 0.5208 (0.5307)  loss_vfl: 0.7381 (0.7447)  loss_vfl_aux_0: 0.9191 (0.8854)  loss_vfl_aux_1: 0.8352 (0.8428)  loss_vfl_aux_2: 0.7682 (0.7834)  loss_vfl_aux_3: 0.7487 (0.7572)  loss_vfl_aux_4: 0.7422 (0.7475)  loss_vfl_aux_5: 0.8742 (0.8536)  loss_vfl_dn_0: 0.4780 (0.4795)  loss_vfl_dn_1: 0.4258 (0.4252)  loss_vfl_dn_2: 0.4048 (0.4073)  loss_vfl_dn_3: 0.3990 (0.3993)  loss_vfl_dn_4: 0.3951 (0.3964)  loss_vfl_dn_5: 0.3940 (0.3957)  time: 0.4678  data: 0.0146  max mem: 5653
Epoch: [11]  [2200/7393]  eta: 0:41:15  lr: 0.000010  loss: 17.8513 (18.2509)  loss_bbox: 0.1772 (0.1813)  loss_bbox_aux_0: 0.1830 (0.1956)  loss_bbox_aux_1: 0.1726 (0.1854)  loss_bbox_aux_2: 0.1783 (0.1828)  loss_bbox_aux_3: 0.1728 (0.1812)  loss_bbox_aux_4: 0.1767 (0.1811)  loss_bbox_aux_5: 0.2296 (0.2406)  loss_bbox_dn_0: 0.3021 (0.3344)  loss_bbox_dn_1: 0.2274 (0.2641)  loss_bbox_dn_2: 0.2093 (0.2438)  loss_bbox_dn_3: 0.2023 (0.2357)  loss_bbox_dn_4: 0.2017 (0.2333)  loss_bbox_dn_5: 0.2018 (0.2332)  loss_giou: 0.5058 (0.5307)  loss_giou_aux_0: 0.5264 (0.5588)  loss_giou_aux_1: 0.4966 (0.5399)  loss_giou_aux_2: 0.5057 (0.5347)  loss_giou_aux_3: 0.5005 (0.5316)  loss_giou_aux_4: 0.5017 (0.5308)  loss_giou_aux_5: 0.5986 (0.6353)  loss_giou_dn_0: 0.6556 (0.6715)  loss_giou_dn_1: 0.5717 (0.5683)  loss_giou_dn_2: 0.5462 (0.5422)  loss_giou_dn_3: 0.5395 (0.5335)  loss_giou_dn_4: 0.5372 (0.5312)  loss_giou_dn_5: 0.5372 (0.5313)  loss_vfl: 0.7351 (0.7451)  loss_vfl_aux_0: 0.8944 (0.8854)  loss_vfl_aux_1: 0.8255 (0.8423)  loss_vfl_aux_2: 0.7674 (0.7833)  loss_vfl_aux_3: 0.7580 (0.7574)  loss_vfl_aux_4: 0.7563 (0.7479)  loss_vfl_aux_5: 0.8444 (0.8531)  loss_vfl_dn_0: 0.4759 (0.4794)  loss_vfl_dn_1: 0.4208 (0.4253)  loss_vfl_dn_2: 0.4058 (0.4074)  loss_vfl_dn_3: 0.4010 (0.3995)  loss_vfl_dn_4: 0.3990 (0.3965)  loss_vfl_dn_5: 0.3982 (0.3958)  time: 0.4712  data: 0.0142  max mem: 5653
Epoch: [11]  [2300/7393]  eta: 0:40:25  lr: 0.000010  loss: 18.3862 (18.2440)  loss_bbox: 0.1717 (0.1811)  loss_bbox_aux_0: 0.1826 (0.1953)  loss_bbox_aux_1: 0.1818 (0.1852)  loss_bbox_aux_2: 0.1755 (0.1827)  loss_bbox_aux_3: 0.1696 (0.1811)  loss_bbox_aux_4: 0.1696 (0.1810)  loss_bbox_aux_5: 0.2151 (0.2404)  loss_bbox_dn_0: 0.2874 (0.3340)  loss_bbox_dn_1: 0.2280 (0.2638)  loss_bbox_dn_2: 0.2098 (0.2436)  loss_bbox_dn_3: 0.2015 (0.2354)  loss_bbox_dn_4: 0.2035 (0.2331)  loss_bbox_dn_5: 0.2033 (0.2330)  loss_giou: 0.5777 (0.5304)  loss_giou_aux_0: 0.6308 (0.5585)  loss_giou_aux_1: 0.5951 (0.5396)  loss_giou_aux_2: 0.5907 (0.5344)  loss_giou_aux_3: 0.5868 (0.5313)  loss_giou_aux_4: 0.5803 (0.5305)  loss_giou_aux_5: 0.6850 (0.6351)  loss_giou_dn_0: 0.6945 (0.6711)  loss_giou_dn_1: 0.6005 (0.5679)  loss_giou_dn_2: 0.5842 (0.5418)  loss_giou_dn_3: 0.5777 (0.5331)  loss_giou_dn_4: 0.5763 (0.5308)  loss_giou_dn_5: 0.5771 (0.5309)  loss_vfl: 0.7327 (0.7452)  loss_vfl_aux_0: 0.8781 (0.8855)  loss_vfl_aux_1: 0.8081 (0.8420)  loss_vfl_aux_2: 0.7653 (0.7833)  loss_vfl_aux_3: 0.7442 (0.7575)  loss_vfl_aux_4: 0.7374 (0.7480)  loss_vfl_aux_5: 0.8000 (0.8529)  loss_vfl_dn_0: 0.4854 (0.4796)  loss_vfl_dn_1: 0.4271 (0.4254)  loss_vfl_dn_2: 0.4066 (0.4075)  loss_vfl_dn_3: 0.4039 (0.3995)  loss_vfl_dn_4: 0.4008 (0.3966)  loss_vfl_dn_5: 0.3987 (0.3959)  time: 0.4649  data: 0.0140  max mem: 5653
Epoch: [11]  [2400/7393]  eta: 0:39:36  lr: 0.000010  loss: 17.8739 (18.2380)  loss_bbox: 0.1597 (0.1809)  loss_bbox_aux_0: 0.1748 (0.1951)  loss_bbox_aux_1: 0.1618 (0.1849)  loss_bbox_aux_2: 0.1628 (0.1825)  loss_bbox_aux_3: 0.1613 (0.1810)  loss_bbox_aux_4: 0.1592 (0.1808)  loss_bbox_aux_5: 0.2114 (0.2402)  loss_bbox_dn_0: 0.2979 (0.3338)  loss_bbox_dn_1: 0.2362 (0.2635)  loss_bbox_dn_2: 0.2156 (0.2433)  loss_bbox_dn_3: 0.2137 (0.2352)  loss_bbox_dn_4: 0.2093 (0.2329)  loss_bbox_dn_5: 0.2086 (0.2328)  loss_giou: 0.5374 (0.5304)  loss_giou_aux_0: 0.5622 (0.5583)  loss_giou_aux_1: 0.5398 (0.5394)  loss_giou_aux_2: 0.5405 (0.5343)  loss_giou_aux_3: 0.5381 (0.5313)  loss_giou_aux_4: 0.5385 (0.5305)  loss_giou_aux_5: 0.6407 (0.6349)  loss_giou_dn_0: 0.6593 (0.6711)  loss_giou_dn_1: 0.5504 (0.5678)  loss_giou_dn_2: 0.5160 (0.5417)  loss_giou_dn_3: 0.5100 (0.5329)  loss_giou_dn_4: 0.5083 (0.5307)  loss_giou_dn_5: 0.5089 (0.5308)  loss_vfl: 0.7386 (0.7449)  loss_vfl_aux_0: 0.8665 (0.8855)  loss_vfl_aux_1: 0.8214 (0.8420)  loss_vfl_aux_2: 0.7501 (0.7829)  loss_vfl_aux_3: 0.7502 (0.7571)  loss_vfl_aux_4: 0.7372 (0.7478)  loss_vfl_aux_5: 0.8282 (0.8529)  loss_vfl_dn_0: 0.4747 (0.4796)  loss_vfl_dn_1: 0.4211 (0.4254)  loss_vfl_dn_2: 0.4061 (0.4074)  loss_vfl_dn_3: 0.3985 (0.3995)  loss_vfl_dn_4: 0.3966 (0.3966)  loss_vfl_dn_5: 0.3968 (0.3959)  time: 0.4783  data: 0.0136  max mem: 5653
Epoch: [11]  [2500/7393]  eta: 0:38:48  lr: 0.000010  loss: 18.4241 (18.2369)  loss_bbox: 0.1602 (0.1809)  loss_bbox_aux_0: 0.1723 (0.1950)  loss_bbox_aux_1: 0.1670 (0.1848)  loss_bbox_aux_2: 0.1743 (0.1824)  loss_bbox_aux_3: 0.1690 (0.1809)  loss_bbox_aux_4: 0.1584 (0.1807)  loss_bbox_aux_5: 0.2159 (0.2400)  loss_bbox_dn_0: 0.3309 (0.3334)  loss_bbox_dn_1: 0.2536 (0.2631)  loss_bbox_dn_2: 0.2253 (0.2430)  loss_bbox_dn_3: 0.2159 (0.2348)  loss_bbox_dn_4: 0.2144 (0.2325)  loss_bbox_dn_5: 0.2146 (0.2324)  loss_giou: 0.5323 (0.5311)  loss_giou_aux_0: 0.5426 (0.5590)  loss_giou_aux_1: 0.5318 (0.5400)  loss_giou_aux_2: 0.5325 (0.5350)  loss_giou_aux_3: 0.5331 (0.5320)  loss_giou_aux_4: 0.5343 (0.5312)  loss_giou_aux_5: 0.6355 (0.6355)  loss_giou_dn_0: 0.6811 (0.6714)  loss_giou_dn_1: 0.5817 (0.5681)  loss_giou_dn_2: 0.5585 (0.5420)  loss_giou_dn_3: 0.5437 (0.5333)  loss_giou_dn_4: 0.5420 (0.5310)  loss_giou_dn_5: 0.5417 (0.5311)  loss_vfl: 0.7239 (0.7442)  loss_vfl_aux_0: 0.8632 (0.8847)  loss_vfl_aux_1: 0.8064 (0.8411)  loss_vfl_aux_2: 0.7519 (0.7822)  loss_vfl_aux_3: 0.7333 (0.7564)  loss_vfl_aux_4: 0.7211 (0.7470)  loss_vfl_aux_5: 0.8211 (0.8520)  loss_vfl_dn_0: 0.4744 (0.4796)  loss_vfl_dn_1: 0.4251 (0.4253)  loss_vfl_dn_2: 0.4085 (0.4074)  loss_vfl_dn_3: 0.4025 (0.3995)  loss_vfl_dn_4: 0.4011 (0.3966)  loss_vfl_dn_5: 0.3980 (0.3959)  time: 0.4655  data: 0.0137  max mem: 5653
Epoch: [11]  [2600/7393]  eta: 0:38:00  lr: 0.000010  loss: 18.1281 (18.2323)  loss_bbox: 0.1723 (0.1809)  loss_bbox_aux_0: 0.1807 (0.1950)  loss_bbox_aux_1: 0.1705 (0.1848)  loss_bbox_aux_2: 0.1648 (0.1824)  loss_bbox_aux_3: 0.1681 (0.1810)  loss_bbox_aux_4: 0.1675 (0.1808)  loss_bbox_aux_5: 0.2265 (0.2399)  loss_bbox_dn_0: 0.3122 (0.3332)  loss_bbox_dn_1: 0.2419 (0.2629)  loss_bbox_dn_2: 0.2198 (0.2427)  loss_bbox_dn_3: 0.2148 (0.2346)  loss_bbox_dn_4: 0.2152 (0.2323)  loss_bbox_dn_5: 0.2153 (0.2322)  loss_giou: 0.4988 (0.5309)  loss_giou_aux_0: 0.5326 (0.5588)  loss_giou_aux_1: 0.5133 (0.5399)  loss_giou_aux_2: 0.5101 (0.5348)  loss_giou_aux_3: 0.5044 (0.5319)  loss_giou_aux_4: 0.5018 (0.5310)  loss_giou_aux_5: 0.6120 (0.6353)  loss_giou_dn_0: 0.6755 (0.6712)  loss_giou_dn_1: 0.5707 (0.5679)  loss_giou_dn_2: 0.5422 (0.5418)  loss_giou_dn_3: 0.5357 (0.5331)  loss_giou_dn_4: 0.5344 (0.5308)  loss_giou_dn_5: 0.5345 (0.5309)  loss_vfl: 0.7490 (0.7443)  loss_vfl_aux_0: 0.8736 (0.8846)  loss_vfl_aux_1: 0.8058 (0.8406)  loss_vfl_aux_2: 0.7859 (0.7821)  loss_vfl_aux_3: 0.7666 (0.7564)  loss_vfl_aux_4: 0.7696 (0.7471)  loss_vfl_aux_5: 0.8344 (0.8520)  loss_vfl_dn_0: 0.4845 (0.4796)  loss_vfl_dn_1: 0.4307 (0.4253)  loss_vfl_dn_2: 0.4120 (0.4074)  loss_vfl_dn_3: 0.4047 (0.3995)  loss_vfl_dn_4: 0.4050 (0.3966)  loss_vfl_dn_5: 0.4035 (0.3959)  time: 0.4704  data: 0.0145  max mem: 5653
Epoch: [11]  [2700/7393]  eta: 0:37:11  lr: 0.000010  loss: 18.7192 (18.2249)  loss_bbox: 0.1792 (0.1808)  loss_bbox_aux_0: 0.1928 (0.1949)  loss_bbox_aux_1: 0.1867 (0.1847)  loss_bbox_aux_2: 0.1856 (0.1823)  loss_bbox_aux_3: 0.1759 (0.1808)  loss_bbox_aux_4: 0.1819 (0.1806)  loss_bbox_aux_5: 0.2342 (0.2397)  loss_bbox_dn_0: 0.3068 (0.3332)  loss_bbox_dn_1: 0.2429 (0.2628)  loss_bbox_dn_2: 0.2261 (0.2425)  loss_bbox_dn_3: 0.2219 (0.2344)  loss_bbox_dn_4: 0.2190 (0.2321)  loss_bbox_dn_5: 0.2192 (0.2320)  loss_giou: 0.5442 (0.5307)  loss_giou_aux_0: 0.5680 (0.5586)  loss_giou_aux_1: 0.5440 (0.5397)  loss_giou_aux_2: 0.5500 (0.5347)  loss_giou_aux_3: 0.5419 (0.5317)  loss_giou_aux_4: 0.5458 (0.5309)  loss_giou_aux_5: 0.6443 (0.6352)  loss_giou_dn_0: 0.7013 (0.6711)  loss_giou_dn_1: 0.6021 (0.5677)  loss_giou_dn_2: 0.5762 (0.5417)  loss_giou_dn_3: 0.5665 (0.5329)  loss_giou_dn_4: 0.5629 (0.5307)  loss_giou_dn_5: 0.5630 (0.5308)  loss_vfl: 0.7567 (0.7440)  loss_vfl_aux_0: 0.8448 (0.8842)  loss_vfl_aux_1: 0.8071 (0.8397)  loss_vfl_aux_2: 0.7670 (0.7816)  loss_vfl_aux_3: 0.7492 (0.7561)  loss_vfl_aux_4: 0.7488 (0.7468)  loss_vfl_aux_5: 0.8384 (0.8519)  loss_vfl_dn_0: 0.4761 (0.4795)  loss_vfl_dn_1: 0.4239 (0.4252)  loss_vfl_dn_2: 0.4064 (0.4073)  loss_vfl_dn_3: 0.3994 (0.3993)  loss_vfl_dn_4: 0.3994 (0.3964)  loss_vfl_dn_5: 0.3977 (0.3958)  time: 0.4717  data: 0.0138  max mem: 5653
Epoch: [11]  [2800/7393]  eta: 0:36:31  lr: 0.000010  loss: 18.7187 (18.2304)  loss_bbox: 0.1881 (0.1810)  loss_bbox_aux_0: 0.2042 (0.1951)  loss_bbox_aux_1: 0.1830 (0.1850)  loss_bbox_aux_2: 0.1911 (0.1825)  loss_bbox_aux_3: 0.1744 (0.1811)  loss_bbox_aux_4: 0.1787 (0.1808)  loss_bbox_aux_5: 0.2373 (0.2398)  loss_bbox_dn_0: 0.3307 (0.3333)  loss_bbox_dn_1: 0.2762 (0.2629)  loss_bbox_dn_2: 0.2507 (0.2427)  loss_bbox_dn_3: 0.2376 (0.2346)  loss_bbox_dn_4: 0.2363 (0.2322)  loss_bbox_dn_5: 0.2362 (0.2321)  loss_giou: 0.5338 (0.5310)  loss_giou_aux_0: 0.5593 (0.5589)  loss_giou_aux_1: 0.5349 (0.5400)  loss_giou_aux_2: 0.5343 (0.5349)  loss_giou_aux_3: 0.5404 (0.5320)  loss_giou_aux_4: 0.5350 (0.5311)  loss_giou_aux_5: 0.6335 (0.6355)  loss_giou_dn_0: 0.6705 (0.6714)  loss_giou_dn_1: 0.5653 (0.5680)  loss_giou_dn_2: 0.5407 (0.5418)  loss_giou_dn_3: 0.5307 (0.5331)  loss_giou_dn_4: 0.5274 (0.5308)  loss_giou_dn_5: 0.5271 (0.5310)  loss_vfl: 0.7619 (0.7441)  loss_vfl_aux_0: 0.8825 (0.8840)  loss_vfl_aux_1: 0.8361 (0.8393)  loss_vfl_aux_2: 0.7838 (0.7817)  loss_vfl_aux_3: 0.7837 (0.7561)  loss_vfl_aux_4: 0.7585 (0.7469)  loss_vfl_aux_5: 0.9027 (0.8519)  loss_vfl_dn_0: 0.4836 (0.4795)  loss_vfl_dn_1: 0.4285 (0.4253)  loss_vfl_dn_2: 0.4084 (0.4074)  loss_vfl_dn_3: 0.4013 (0.3995)  loss_vfl_dn_4: 0.3967 (0.3965)  loss_vfl_dn_5: 0.3981 (0.3959)  time: 0.4665  data: 0.0141  max mem: 5653
Epoch: [11]  [2900/7393]  eta: 0:35:43  lr: 0.000010  loss: 17.8686 (18.2313)  loss_bbox: 0.1600 (0.1807)  loss_bbox_aux_0: 0.1653 (0.1948)  loss_bbox_aux_1: 0.1595 (0.1847)  loss_bbox_aux_2: 0.1583 (0.1823)  loss_bbox_aux_3: 0.1632 (0.1808)  loss_bbox_aux_4: 0.1600 (0.1806)  loss_bbox_aux_5: 0.2169 (0.2395)  loss_bbox_dn_0: 0.2978 (0.3328)  loss_bbox_dn_1: 0.2356 (0.2626)  loss_bbox_dn_2: 0.2135 (0.2424)  loss_bbox_dn_3: 0.2065 (0.2343)  loss_bbox_dn_4: 0.2096 (0.2320)  loss_bbox_dn_5: 0.2095 (0.2319)  loss_giou: 0.5763 (0.5314)  loss_giou_aux_0: 0.6111 (0.5594)  loss_giou_aux_1: 0.5938 (0.5405)  loss_giou_aux_2: 0.5660 (0.5354)  loss_giou_aux_3: 0.5832 (0.5324)  loss_giou_aux_4: 0.5713 (0.5316)  loss_giou_aux_5: 0.6831 (0.6360)  loss_giou_dn_0: 0.6865 (0.6718)  loss_giou_dn_1: 0.5939 (0.5683)  loss_giou_dn_2: 0.5683 (0.5422)  loss_giou_dn_3: 0.5622 (0.5335)  loss_giou_dn_4: 0.5613 (0.5312)  loss_giou_dn_5: 0.5612 (0.5314)  loss_vfl: 0.7209 (0.7441)  loss_vfl_aux_0: 0.8207 (0.8836)  loss_vfl_aux_1: 0.7840 (0.8388)  loss_vfl_aux_2: 0.7486 (0.7817)  loss_vfl_aux_3: 0.7218 (0.7560)  loss_vfl_aux_4: 0.7342 (0.7468)  loss_vfl_aux_5: 0.7709 (0.8516)  loss_vfl_dn_0: 0.4709 (0.4794)  loss_vfl_dn_1: 0.4173 (0.4253)  loss_vfl_dn_2: 0.4044 (0.4074)  loss_vfl_dn_3: 0.3948 (0.3995)  loss_vfl_dn_4: 0.3943 (0.3966)  loss_vfl_dn_5: 0.3935 (0.3959)  time: 0.4724  data: 0.0143  max mem: 5653
Epoch: [11]  [3000/7393]  eta: 0:35:04  lr: 0.000010  loss: 17.9675 (18.2261)  loss_bbox: 0.1581 (0.1808)  loss_bbox_aux_0: 0.1749 (0.1948)  loss_bbox_aux_1: 0.1716 (0.1847)  loss_bbox_aux_2: 0.1711 (0.1823)  loss_bbox_aux_3: 0.1694 (0.1809)  loss_bbox_aux_4: 0.1622 (0.1806)  loss_bbox_aux_5: 0.2178 (0.2395)  loss_bbox_dn_0: 0.3047 (0.3328)  loss_bbox_dn_1: 0.2417 (0.2626)  loss_bbox_dn_2: 0.2237 (0.2424)  loss_bbox_dn_3: 0.2181 (0.2343)  loss_bbox_dn_4: 0.2170 (0.2320)  loss_bbox_dn_5: 0.2170 (0.2319)  loss_giou: 0.4880 (0.5314)  loss_giou_aux_0: 0.5217 (0.5593)  loss_giou_aux_1: 0.4950 (0.5405)  loss_giou_aux_2: 0.4901 (0.5353)  loss_giou_aux_3: 0.4791 (0.5324)  loss_giou_aux_4: 0.4871 (0.5315)  loss_giou_aux_5: 0.5985 (0.6359)  loss_giou_dn_0: 0.6408 (0.6716)  loss_giou_dn_1: 0.5402 (0.5682)  loss_giou_dn_2: 0.5233 (0.5421)  loss_giou_dn_3: 0.5167 (0.5334)  loss_giou_dn_4: 0.5133 (0.5311)  loss_giou_dn_5: 0.5141 (0.5313)  loss_vfl: 0.7672 (0.7437)  loss_vfl_aux_0: 0.9116 (0.8830)  loss_vfl_aux_1: 0.8488 (0.8380)  loss_vfl_aux_2: 0.7880 (0.7812)  loss_vfl_aux_3: 0.7727 (0.7555)  loss_vfl_aux_4: 0.7669 (0.7464)  loss_vfl_aux_5: 0.8595 (0.8512)  loss_vfl_dn_0: 0.4756 (0.4793)  loss_vfl_dn_1: 0.4244 (0.4252)  loss_vfl_dn_2: 0.4102 (0.4074)  loss_vfl_dn_3: 0.4014 (0.3994)  loss_vfl_dn_4: 0.4020 (0.3966)  loss_vfl_dn_5: 0.4020 (0.3959)  time: 0.4756  data: 0.0149  max mem: 5653
Epoch: [11]  [3100/7393]  eta: 0:34:15  lr: 0.000010  loss: 18.4318 (18.2274)  loss_bbox: 0.1648 (0.1807)  loss_bbox_aux_0: 0.1684 (0.1947)  loss_bbox_aux_1: 0.1799 (0.1848)  loss_bbox_aux_2: 0.1642 (0.1822)  loss_bbox_aux_3: 0.1713 (0.1808)  loss_bbox_aux_4: 0.1627 (0.1806)  loss_bbox_aux_5: 0.2142 (0.2393)  loss_bbox_dn_0: 0.2908 (0.3324)  loss_bbox_dn_1: 0.2389 (0.2623)  loss_bbox_dn_2: 0.2236 (0.2421)  loss_bbox_dn_3: 0.2133 (0.2341)  loss_bbox_dn_4: 0.2105 (0.2318)  loss_bbox_dn_5: 0.2106 (0.2317)  loss_giou: 0.5623 (0.5316)  loss_giou_aux_0: 0.5898 (0.5596)  loss_giou_aux_1: 0.5777 (0.5408)  loss_giou_aux_2: 0.5777 (0.5356)  loss_giou_aux_3: 0.5621 (0.5326)  loss_giou_aux_4: 0.5643 (0.5317)  loss_giou_aux_5: 0.7034 (0.6360)  loss_giou_dn_0: 0.6907 (0.6717)  loss_giou_dn_1: 0.5688 (0.5682)  loss_giou_dn_2: 0.5417 (0.5421)  loss_giou_dn_3: 0.5347 (0.5335)  loss_giou_dn_4: 0.5338 (0.5312)  loss_giou_dn_5: 0.5338 (0.5313)  loss_vfl: 0.7286 (0.7441)  loss_vfl_aux_0: 0.8227 (0.8826)  loss_vfl_aux_1: 0.7850 (0.8377)  loss_vfl_aux_2: 0.7495 (0.7813)  loss_vfl_aux_3: 0.7334 (0.7560)  loss_vfl_aux_4: 0.7323 (0.7469)  loss_vfl_aux_5: 0.7996 (0.8513)  loss_vfl_dn_0: 0.4810 (0.4794)  loss_vfl_dn_1: 0.4214 (0.4252)  loss_vfl_dn_2: 0.4063 (0.4074)  loss_vfl_dn_3: 0.3977 (0.3995)  loss_vfl_dn_4: 0.3981 (0.3966)  loss_vfl_dn_5: 0.3993 (0.3960)  time: 0.4829  data: 0.0150  max mem: 5653
Epoch: [11]  [3200/7393]  eta: 0:33:25  lr: 0.000010  loss: 17.7669 (18.2290)  loss_bbox: 0.1658 (0.1808)  loss_bbox_aux_0: 0.1743 (0.1948)  loss_bbox_aux_1: 0.1732 (0.1849)  loss_bbox_aux_2: 0.1682 (0.1824)  loss_bbox_aux_3: 0.1684 (0.1809)  loss_bbox_aux_4: 0.1677 (0.1807)  loss_bbox_aux_5: 0.2181 (0.2393)  loss_bbox_dn_0: 0.3169 (0.3327)  loss_bbox_dn_1: 0.2534 (0.2625)  loss_bbox_dn_2: 0.2344 (0.2423)  loss_bbox_dn_3: 0.2262 (0.2343)  loss_bbox_dn_4: 0.2210 (0.2319)  loss_bbox_dn_5: 0.2210 (0.2319)  loss_giou: 0.5021 (0.5316)  loss_giou_aux_0: 0.5399 (0.5595)  loss_giou_aux_1: 0.5150 (0.5407)  loss_giou_aux_2: 0.5146 (0.5355)  loss_giou_aux_3: 0.5073 (0.5326)  loss_giou_aux_4: 0.5031 (0.5317)  loss_giou_aux_5: 0.6264 (0.6358)  loss_giou_dn_0: 0.6605 (0.6716)  loss_giou_dn_1: 0.5621 (0.5682)  loss_giou_dn_2: 0.5285 (0.5421)  loss_giou_dn_3: 0.5220 (0.5334)  loss_giou_dn_4: 0.5193 (0.5311)  loss_giou_dn_5: 0.5190 (0.5312)  loss_vfl: 0.7510 (0.7442)  loss_vfl_aux_0: 0.8642 (0.8826)  loss_vfl_aux_1: 0.8414 (0.8375)  loss_vfl_aux_2: 0.7858 (0.7813)  loss_vfl_aux_3: 0.7675 (0.7561)  loss_vfl_aux_4: 0.7423 (0.7470)  loss_vfl_aux_5: 0.8510 (0.8516)  loss_vfl_dn_0: 0.4801 (0.4794)  loss_vfl_dn_1: 0.4262 (0.4253)  loss_vfl_dn_2: 0.4122 (0.4074)  loss_vfl_dn_3: 0.4033 (0.3995)  loss_vfl_dn_4: 0.4017 (0.3967)  loss_vfl_dn_5: 0.4016 (0.3960)  time: 0.4845  data: 0.0137  max mem: 5653
Epoch: [11]  [3300/7393]  eta: 0:32:43  lr: 0.000010  loss: 17.5865 (18.2257)  loss_bbox: 0.1661 (0.1808)  loss_bbox_aux_0: 0.1682 (0.1949)  loss_bbox_aux_1: 0.1708 (0.1849)  loss_bbox_aux_2: 0.1681 (0.1823)  loss_bbox_aux_3: 0.1586 (0.1809)  loss_bbox_aux_4: 0.1661 (0.1807)  loss_bbox_aux_5: 0.2105 (0.2393)  loss_bbox_dn_0: 0.3336 (0.3330)  loss_bbox_dn_1: 0.2526 (0.2627)  loss_bbox_dn_2: 0.2324 (0.2425)  loss_bbox_dn_3: 0.2234 (0.2344)  loss_bbox_dn_4: 0.2215 (0.2321)  loss_bbox_dn_5: 0.2216 (0.2320)  loss_giou: 0.5182 (0.5313)  loss_giou_aux_0: 0.5546 (0.5593)  loss_giou_aux_1: 0.5306 (0.5406)  loss_giou_aux_2: 0.5098 (0.5354)  loss_giou_aux_3: 0.5087 (0.5323)  loss_giou_aux_4: 0.5154 (0.5314)  loss_giou_aux_5: 0.6103 (0.6356)  loss_giou_dn_0: 0.6757 (0.6714)  loss_giou_dn_1: 0.5673 (0.5680)  loss_giou_dn_2: 0.5467 (0.5419)  loss_giou_dn_3: 0.5399 (0.5332)  loss_giou_dn_4: 0.5379 (0.5309)  loss_giou_dn_5: 0.5381 (0.5310)  loss_vfl: 0.7204 (0.7440)  loss_vfl_aux_0: 0.8692 (0.8826)  loss_vfl_aux_1: 0.8110 (0.8370)  loss_vfl_aux_2: 0.7508 (0.7810)  loss_vfl_aux_3: 0.7503 (0.7560)  loss_vfl_aux_4: 0.7242 (0.7468)  loss_vfl_aux_5: 0.8543 (0.8518)  loss_vfl_dn_0: 0.4746 (0.4794)  loss_vfl_dn_1: 0.4155 (0.4252)  loss_vfl_dn_2: 0.3994 (0.4074)  loss_vfl_dn_3: 0.3909 (0.3994)  loss_vfl_dn_4: 0.3913 (0.3966)  loss_vfl_dn_5: 0.3897 (0.3959)  time: 0.4627  data: 0.0147  max mem: 5653
Epoch: [11]  [3400/7393]  eta: 0:31:54  lr: 0.000010  loss: 18.1317 (18.2245)  loss_bbox: 0.1683 (0.1807)  loss_bbox_aux_0: 0.1824 (0.1948)  loss_bbox_aux_1: 0.1800 (0.1848)  loss_bbox_aux_2: 0.1730 (0.1823)  loss_bbox_aux_3: 0.1704 (0.1808)  loss_bbox_aux_4: 0.1726 (0.1806)  loss_bbox_aux_5: 0.2343 (0.2392)  loss_bbox_dn_0: 0.3038 (0.3331)  loss_bbox_dn_1: 0.2236 (0.2628)  loss_bbox_dn_2: 0.2099 (0.2426)  loss_bbox_dn_3: 0.2034 (0.2345)  loss_bbox_dn_4: 0.2041 (0.2322)  loss_bbox_dn_5: 0.2041 (0.2321)  loss_giou: 0.5551 (0.5312)  loss_giou_aux_0: 0.5815 (0.5592)  loss_giou_aux_1: 0.5544 (0.5404)  loss_giou_aux_2: 0.5480 (0.5353)  loss_giou_aux_3: 0.5474 (0.5322)  loss_giou_aux_4: 0.5584 (0.5313)  loss_giou_aux_5: 0.6526 (0.6353)  loss_giou_dn_0: 0.6848 (0.6713)  loss_giou_dn_1: 0.5688 (0.5678)  loss_giou_dn_2: 0.5425 (0.5417)  loss_giou_dn_3: 0.5321 (0.5330)  loss_giou_dn_4: 0.5302 (0.5307)  loss_giou_dn_5: 0.5310 (0.5308)  loss_vfl: 0.7135 (0.7442)  loss_vfl_aux_0: 0.8255 (0.8827)  loss_vfl_aux_1: 0.7570 (0.8368)  loss_vfl_aux_2: 0.7267 (0.7810)  loss_vfl_aux_3: 0.7231 (0.7561)  loss_vfl_aux_4: 0.7170 (0.7469)  loss_vfl_aux_5: 0.7903 (0.8521)  loss_vfl_dn_0: 0.4772 (0.4794)  loss_vfl_dn_1: 0.4204 (0.4252)  loss_vfl_dn_2: 0.4013 (0.4074)  loss_vfl_dn_3: 0.3946 (0.3994)  loss_vfl_dn_4: 0.3922 (0.3966)  loss_vfl_dn_5: 0.3920 (0.3960)  time: 0.4702  data: 0.0137  max mem: 5653
Epoch: [11]  [3500/7393]  eta: 0:31:05  lr: 0.000010  loss: 18.1784 (18.2279)  loss_bbox: 0.1621 (0.1807)  loss_bbox_aux_0: 0.1748 (0.1948)  loss_bbox_aux_1: 0.1691 (0.1849)  loss_bbox_aux_2: 0.1636 (0.1823)  loss_bbox_aux_3: 0.1622 (0.1808)  loss_bbox_aux_4: 0.1610 (0.1806)  loss_bbox_aux_5: 0.2114 (0.2391)  loss_bbox_dn_0: 0.3070 (0.3330)  loss_bbox_dn_1: 0.2370 (0.2628)  loss_bbox_dn_2: 0.2193 (0.2426)  loss_bbox_dn_3: 0.2091 (0.2345)  loss_bbox_dn_4: 0.2080 (0.2322)  loss_bbox_dn_5: 0.2079 (0.2321)  loss_giou: 0.5583 (0.5317)  loss_giou_aux_0: 0.5695 (0.5597)  loss_giou_aux_1: 0.5558 (0.5409)  loss_giou_aux_2: 0.5622 (0.5358)  loss_giou_aux_3: 0.5515 (0.5327)  loss_giou_aux_4: 0.5580 (0.5318)  loss_giou_aux_5: 0.6664 (0.6358)  loss_giou_dn_0: 0.6890 (0.6717)  loss_giou_dn_1: 0.5858 (0.5683)  loss_giou_dn_2: 0.5594 (0.5422)  loss_giou_dn_3: 0.5523 (0.5335)  loss_giou_dn_4: 0.5505 (0.5312)  loss_giou_dn_5: 0.5504 (0.5313)  loss_vfl: 0.7159 (0.7439)  loss_vfl_aux_0: 0.8353 (0.8821)  loss_vfl_aux_1: 0.7655 (0.8361)  loss_vfl_aux_2: 0.7356 (0.7806)  loss_vfl_aux_3: 0.7125 (0.7557)  loss_vfl_aux_4: 0.7242 (0.7466)  loss_vfl_aux_5: 0.8159 (0.8517)  loss_vfl_dn_0: 0.4719 (0.4794)  loss_vfl_dn_1: 0.4210 (0.4252)  loss_vfl_dn_2: 0.4042 (0.4074)  loss_vfl_dn_3: 0.3967 (0.3995)  loss_vfl_dn_4: 0.3954 (0.3966)  loss_vfl_dn_5: 0.3954 (0.3960)  time: 0.4651  data: 0.0140  max mem: 5653
Epoch: [11]  [3600/7393]  eta: 0:30:15  lr: 0.000010  loss: 17.6809 (18.2256)  loss_bbox: 0.1911 (0.1808)  loss_bbox_aux_0: 0.1800 (0.1948)  loss_bbox_aux_1: 0.1840 (0.1849)  loss_bbox_aux_2: 0.1838 (0.1824)  loss_bbox_aux_3: 0.1849 (0.1809)  loss_bbox_aux_4: 0.1917 (0.1807)  loss_bbox_aux_5: 0.2369 (0.2391)  loss_bbox_dn_0: 0.3121 (0.3332)  loss_bbox_dn_1: 0.2484 (0.2630)  loss_bbox_dn_2: 0.2298 (0.2427)  loss_bbox_dn_3: 0.2184 (0.2346)  loss_bbox_dn_4: 0.2148 (0.2323)  loss_bbox_dn_5: 0.2149 (0.2322)  loss_giou: 0.4970 (0.5314)  loss_giou_aux_0: 0.5294 (0.5595)  loss_giou_aux_1: 0.5083 (0.5407)  loss_giou_aux_2: 0.5056 (0.5356)  loss_giou_aux_3: 0.4960 (0.5325)  loss_giou_aux_4: 0.5037 (0.5316)  loss_giou_aux_5: 0.6322 (0.6356)  loss_giou_dn_0: 0.6587 (0.6716)  loss_giou_dn_1: 0.5498 (0.5681)  loss_giou_dn_2: 0.5237 (0.5420)  loss_giou_dn_3: 0.5149 (0.5333)  loss_giou_dn_4: 0.5104 (0.5310)  loss_giou_dn_5: 0.5107 (0.5311)  loss_vfl: 0.7451 (0.7438)  loss_vfl_aux_0: 0.8579 (0.8820)  loss_vfl_aux_1: 0.8053 (0.8358)  loss_vfl_aux_2: 0.7944 (0.7804)  loss_vfl_aux_3: 0.7581 (0.7556)  loss_vfl_aux_4: 0.7540 (0.7465)  loss_vfl_aux_5: 0.8541 (0.8517)  loss_vfl_dn_0: 0.4760 (0.4794)  loss_vfl_dn_1: 0.4252 (0.4252)  loss_vfl_dn_2: 0.4046 (0.4074)  loss_vfl_dn_3: 0.3938 (0.3995)  loss_vfl_dn_4: 0.3907 (0.3967)  loss_vfl_dn_5: 0.3905 (0.3961)  time: 0.4575  data: 0.0138  max mem: 5653
Epoch: [11]  [3700/7393]  eta: 0:29:27  lr: 0.000010  loss: 18.5440 (18.2289)  loss_bbox: 0.1835 (0.1809)  loss_bbox_aux_0: 0.1955 (0.1949)  loss_bbox_aux_1: 0.1858 (0.1850)  loss_bbox_aux_2: 0.1862 (0.1826)  loss_bbox_aux_3: 0.1849 (0.1810)  loss_bbox_aux_4: 0.1841 (0.1808)  loss_bbox_aux_5: 0.2265 (0.2392)  loss_bbox_dn_0: 0.3070 (0.3335)  loss_bbox_dn_1: 0.2383 (0.2631)  loss_bbox_dn_2: 0.2150 (0.2428)  loss_bbox_dn_3: 0.2055 (0.2347)  loss_bbox_dn_4: 0.2015 (0.2324)  loss_bbox_dn_5: 0.2013 (0.2323)  loss_giou: 0.5672 (0.5317)  loss_giou_aux_0: 0.5936 (0.5598)  loss_giou_aux_1: 0.5604 (0.5410)  loss_giou_aux_2: 0.5639 (0.5360)  loss_giou_aux_3: 0.5703 (0.5328)  loss_giou_aux_4: 0.5659 (0.5319)  loss_giou_aux_5: 0.6516 (0.6359)  loss_giou_dn_0: 0.6747 (0.6717)  loss_giou_dn_1: 0.5820 (0.5681)  loss_giou_dn_2: 0.5555 (0.5420)  loss_giou_dn_3: 0.5472 (0.5333)  loss_giou_dn_4: 0.5455 (0.5310)  loss_giou_dn_5: 0.5459 (0.5312)  loss_vfl: 0.7217 (0.7439)  loss_vfl_aux_0: 0.8364 (0.8818)  loss_vfl_aux_1: 0.7741 (0.8357)  loss_vfl_aux_2: 0.7453 (0.7801)  loss_vfl_aux_3: 0.7088 (0.7555)  loss_vfl_aux_4: 0.7160 (0.7464)  loss_vfl_aux_5: 0.8355 (0.8518)  loss_vfl_dn_0: 0.4816 (0.4794)  loss_vfl_dn_1: 0.4263 (0.4252)  loss_vfl_dn_2: 0.4134 (0.4074)  loss_vfl_dn_3: 0.4025 (0.3994)  loss_vfl_dn_4: 0.4027 (0.3966)  loss_vfl_dn_5: 0.4024 (0.3960)  time: 0.4737  data: 0.0137  max mem: 5653
Epoch: [11]  [3800/7393]  eta: 0:28:38  lr: 0.000010  loss: 18.3044 (18.2239)  loss_bbox: 0.1723 (0.1808)  loss_bbox_aux_0: 0.1842 (0.1949)  loss_bbox_aux_1: 0.1704 (0.1850)  loss_bbox_aux_2: 0.1724 (0.1825)  loss_bbox_aux_3: 0.1663 (0.1810)  loss_bbox_aux_4: 0.1677 (0.1808)  loss_bbox_aux_5: 0.2384 (0.2393)  loss_bbox_dn_0: 0.2857 (0.3333)  loss_bbox_dn_1: 0.2473 (0.2630)  loss_bbox_dn_2: 0.2298 (0.2427)  loss_bbox_dn_3: 0.2244 (0.2346)  loss_bbox_dn_4: 0.2246 (0.2323)  loss_bbox_dn_5: 0.2237 (0.2322)  loss_giou: 0.5498 (0.5320)  loss_giou_aux_0: 0.5776 (0.5601)  loss_giou_aux_1: 0.5568 (0.5413)  loss_giou_aux_2: 0.5541 (0.5362)  loss_giou_aux_3: 0.5534 (0.5330)  loss_giou_aux_4: 0.5539 (0.5322)  loss_giou_aux_5: 0.6459 (0.6361)  loss_giou_dn_0: 0.6675 (0.6716)  loss_giou_dn_1: 0.5737 (0.5681)  loss_giou_dn_2: 0.5511 (0.5420)  loss_giou_dn_3: 0.5423 (0.5333)  loss_giou_dn_4: 0.5406 (0.5310)  loss_giou_dn_5: 0.5410 (0.5312)  loss_vfl: 0.7144 (0.7432)  loss_vfl_aux_0: 0.8366 (0.8811)  loss_vfl_aux_1: 0.7675 (0.8348)  loss_vfl_aux_2: 0.7468 (0.7794)  loss_vfl_aux_3: 0.7369 (0.7550)  loss_vfl_aux_4: 0.7161 (0.7458)  loss_vfl_aux_5: 0.8034 (0.8512)  loss_vfl_dn_0: 0.4696 (0.4792)  loss_vfl_dn_1: 0.4139 (0.4250)  loss_vfl_dn_2: 0.3940 (0.4072)  loss_vfl_dn_3: 0.3860 (0.3993)  loss_vfl_dn_4: 0.3827 (0.3964)  loss_vfl_dn_5: 0.3821 (0.3958)  time: 0.4966  data: 0.0136  max mem: 5653
Epoch: [11]  [3900/7393]  eta: 0:27:50  lr: 0.000010  loss: 18.1404 (18.2229)  loss_bbox: 0.1782 (0.1809)  loss_bbox_aux_0: 0.1709 (0.1949)  loss_bbox_aux_1: 0.1666 (0.1850)  loss_bbox_aux_2: 0.1640 (0.1825)  loss_bbox_aux_3: 0.1738 (0.1810)  loss_bbox_aux_4: 0.1776 (0.1808)  loss_bbox_aux_5: 0.2098 (0.2393)  loss_bbox_dn_0: 0.2571 (0.3330)  loss_bbox_dn_1: 0.1998 (0.2628)  loss_bbox_dn_2: 0.1796 (0.2425)  loss_bbox_dn_3: 0.1749 (0.2345)  loss_bbox_dn_4: 0.1731 (0.2322)  loss_bbox_dn_5: 0.1731 (0.2321)  loss_giou: 0.5608 (0.5321)  loss_giou_aux_0: 0.5652 (0.5603)  loss_giou_aux_1: 0.5666 (0.5415)  loss_giou_aux_2: 0.5639 (0.5363)  loss_giou_aux_3: 0.5562 (0.5331)  loss_giou_aux_4: 0.5630 (0.5323)  loss_giou_aux_5: 0.6402 (0.6362)  loss_giou_dn_0: 0.6788 (0.6717)  loss_giou_dn_1: 0.5770 (0.5682)  loss_giou_dn_2: 0.5543 (0.5421)  loss_giou_dn_3: 0.5472 (0.5334)  loss_giou_dn_4: 0.5468 (0.5311)  loss_giou_dn_5: 0.5467 (0.5313)  loss_vfl: 0.7386 (0.7431)  loss_vfl_aux_0: 0.8554 (0.8807)  loss_vfl_aux_1: 0.7874 (0.8345)  loss_vfl_aux_2: 0.7318 (0.7792)  loss_vfl_aux_3: 0.7171 (0.7549)  loss_vfl_aux_4: 0.7202 (0.7456)  loss_vfl_aux_5: 0.8561 (0.8511)  loss_vfl_dn_0: 0.4782 (0.4792)  loss_vfl_dn_1: 0.4239 (0.4250)  loss_vfl_dn_2: 0.4025 (0.4071)  loss_vfl_dn_3: 0.3952 (0.3993)  loss_vfl_dn_4: 0.3953 (0.3964)  loss_vfl_dn_5: 0.3932 (0.3958)  time: 0.4591  data: 0.0145  max mem: 5653
Epoch: [11]  [4000/7393]  eta: 0:27:01  lr: 0.000010  loss: 17.8856 (18.2199)  loss_bbox: 0.1723 (0.1811)  loss_bbox_aux_0: 0.1824 (0.1951)  loss_bbox_aux_1: 0.1686 (0.1852)  loss_bbox_aux_2: 0.1759 (0.1827)  loss_bbox_aux_3: 0.1713 (0.1812)  loss_bbox_aux_4: 0.1686 (0.1810)  loss_bbox_aux_5: 0.2244 (0.2394)  loss_bbox_dn_0: 0.3453 (0.3331)  loss_bbox_dn_1: 0.2661 (0.2628)  loss_bbox_dn_2: 0.2457 (0.2426)  loss_bbox_dn_3: 0.2403 (0.2346)  loss_bbox_dn_4: 0.2350 (0.2322)  loss_bbox_dn_5: 0.2349 (0.2322)  loss_giou: 0.4488 (0.5317)  loss_giou_aux_0: 0.4711 (0.5598)  loss_giou_aux_1: 0.4548 (0.5410)  loss_giou_aux_2: 0.4562 (0.5360)  loss_giou_aux_3: 0.4536 (0.5327)  loss_giou_aux_4: 0.4461 (0.5319)  loss_giou_aux_5: 0.5568 (0.6357)  loss_giou_dn_0: 0.6307 (0.6714)  loss_giou_dn_1: 0.5280 (0.5678)  loss_giou_dn_2: 0.5017 (0.5418)  loss_giou_dn_3: 0.4875 (0.5331)  loss_giou_dn_4: 0.4841 (0.5308)  loss_giou_dn_5: 0.4841 (0.5309)  loss_vfl: 0.7371 (0.7431)  loss_vfl_aux_0: 0.8735 (0.8807)  loss_vfl_aux_1: 0.8187 (0.8343)  loss_vfl_aux_2: 0.7585 (0.7792)  loss_vfl_aux_3: 0.7559 (0.7549)  loss_vfl_aux_4: 0.7444 (0.7457)  loss_vfl_aux_5: 0.8587 (0.8513)  loss_vfl_dn_0: 0.4813 (0.4792)  loss_vfl_dn_1: 0.4199 (0.4249)  loss_vfl_dn_2: 0.4005 (0.4071)  loss_vfl_dn_3: 0.3884 (0.3992)  loss_vfl_dn_4: 0.3829 (0.3964)  loss_vfl_dn_5: 0.3829 (0.3958)  time: 0.4716  data: 0.0138  max mem: 5653
Epoch: [11]  [4100/7393]  eta: 0:26:13  lr: 0.000010  loss: 17.6226 (18.2117)  loss_bbox: 0.1746 (0.1809)  loss_bbox_aux_0: 0.1853 (0.1950)  loss_bbox_aux_1: 0.1806 (0.1851)  loss_bbox_aux_2: 0.1860 (0.1826)  loss_bbox_aux_3: 0.1635 (0.1810)  loss_bbox_aux_4: 0.1774 (0.1808)  loss_bbox_aux_5: 0.2325 (0.2393)  loss_bbox_dn_0: 0.3262 (0.3331)  loss_bbox_dn_1: 0.2536 (0.2628)  loss_bbox_dn_2: 0.2280 (0.2426)  loss_bbox_dn_3: 0.2210 (0.2345)  loss_bbox_dn_4: 0.2185 (0.2321)  loss_bbox_dn_5: 0.2180 (0.2321)  loss_giou: 0.4900 (0.5313)  loss_giou_aux_0: 0.5314 (0.5595)  loss_giou_aux_1: 0.5027 (0.5407)  loss_giou_aux_2: 0.4999 (0.5356)  loss_giou_aux_3: 0.4943 (0.5324)  loss_giou_aux_4: 0.4914 (0.5316)  loss_giou_aux_5: 0.6040 (0.6354)  loss_giou_dn_0: 0.6504 (0.6711)  loss_giou_dn_1: 0.5407 (0.5675)  loss_giou_dn_2: 0.5142 (0.5415)  loss_giou_dn_3: 0.5043 (0.5328)  loss_giou_dn_4: 0.5008 (0.5305)  loss_giou_dn_5: 0.5003 (0.5306)  loss_vfl: 0.7103 (0.7428)  loss_vfl_aux_0: 0.8623 (0.8804)  loss_vfl_aux_1: 0.8135 (0.8337)  loss_vfl_aux_2: 0.7492 (0.7788)  loss_vfl_aux_3: 0.7213 (0.7547)  loss_vfl_aux_4: 0.7174 (0.7453)  loss_vfl_aux_5: 0.8440 (0.8514)  loss_vfl_dn_0: 0.4791 (0.4792)  loss_vfl_dn_1: 0.4216 (0.4249)  loss_vfl_dn_2: 0.3995 (0.4070)  loss_vfl_dn_3: 0.3869 (0.3992)  loss_vfl_dn_4: 0.3845 (0.3963)  loss_vfl_dn_5: 0.3865 (0.3957)  time: 0.4629  data: 0.0140  max mem: 5653
Epoch: [11]  [4200/7393]  eta: 0:25:24  lr: 0.000010  loss: 18.2545 (18.2086)  loss_bbox: 0.1782 (0.1811)  loss_bbox_aux_0: 0.2015 (0.1952)  loss_bbox_aux_1: 0.1895 (0.1852)  loss_bbox_aux_2: 0.1800 (0.1827)  loss_bbox_aux_3: 0.1796 (0.1811)  loss_bbox_aux_4: 0.1797 (0.1810)  loss_bbox_aux_5: 0.2294 (0.2394)  loss_bbox_dn_0: 0.3243 (0.3331)  loss_bbox_dn_1: 0.2592 (0.2628)  loss_bbox_dn_2: 0.2410 (0.2426)  loss_bbox_dn_3: 0.2322 (0.2345)  loss_bbox_dn_4: 0.2301 (0.2322)  loss_bbox_dn_5: 0.2298 (0.2321)  loss_giou: 0.5001 (0.5312)  loss_giou_aux_0: 0.5283 (0.5593)  loss_giou_aux_1: 0.5091 (0.5405)  loss_giou_aux_2: 0.4942 (0.5354)  loss_giou_aux_3: 0.4990 (0.5322)  loss_giou_aux_4: 0.5001 (0.5314)  loss_giou_aux_5: 0.5970 (0.6352)  loss_giou_dn_0: 0.6543 (0.6709)  loss_giou_dn_1: 0.5532 (0.5674)  loss_giou_dn_2: 0.5150 (0.5413)  loss_giou_dn_3: 0.5022 (0.5326)  loss_giou_dn_4: 0.5004 (0.5303)  loss_giou_dn_5: 0.5008 (0.5304)  loss_vfl: 0.7436 (0.7426)  loss_vfl_aux_0: 0.8602 (0.8802)  loss_vfl_aux_1: 0.8173 (0.8333)  loss_vfl_aux_2: 0.7744 (0.7785)  loss_vfl_aux_3: 0.7523 (0.7544)  loss_vfl_aux_4: 0.7412 (0.7451)  loss_vfl_aux_5: 0.8571 (0.8513)  loss_vfl_dn_0: 0.4804 (0.4792)  loss_vfl_dn_1: 0.4225 (0.4248)  loss_vfl_dn_2: 0.4052 (0.4070)  loss_vfl_dn_3: 0.3974 (0.3992)  loss_vfl_dn_4: 0.3916 (0.3963)  loss_vfl_dn_5: 0.3916 (0.3957)  time: 0.4718  data: 0.0153  max mem: 5653
Epoch: [11]  [4300/7393]  eta: 0:24:36  lr: 0.000010  loss: 18.4724 (18.2087)  loss_bbox: 0.1739 (0.1811)  loss_bbox_aux_0: 0.1923 (0.1952)  loss_bbox_aux_1: 0.1783 (0.1852)  loss_bbox_aux_2: 0.1725 (0.1827)  loss_bbox_aux_3: 0.1729 (0.1812)  loss_bbox_aux_4: 0.1695 (0.1810)  loss_bbox_aux_5: 0.2233 (0.2395)  loss_bbox_dn_0: 0.3338 (0.3331)  loss_bbox_dn_1: 0.2568 (0.2627)  loss_bbox_dn_2: 0.2336 (0.2426)  loss_bbox_dn_3: 0.2233 (0.2345)  loss_bbox_dn_4: 0.2196 (0.2322)  loss_bbox_dn_5: 0.2193 (0.2321)  loss_giou: 0.5481 (0.5314)  loss_giou_aux_0: 0.5611 (0.5595)  loss_giou_aux_1: 0.5444 (0.5407)  loss_giou_aux_2: 0.5580 (0.5356)  loss_giou_aux_3: 0.5548 (0.5324)  loss_giou_aux_4: 0.5497 (0.5316)  loss_giou_aux_5: 0.6547 (0.6353)  loss_giou_dn_0: 0.6790 (0.6708)  loss_giou_dn_1: 0.5813 (0.5673)  loss_giou_dn_2: 0.5599 (0.5413)  loss_giou_dn_3: 0.5511 (0.5326)  loss_giou_dn_4: 0.5511 (0.5303)  loss_giou_dn_5: 0.5512 (0.5304)  loss_vfl: 0.7362 (0.7425)  loss_vfl_aux_0: 0.8861 (0.8800)  loss_vfl_aux_1: 0.7949 (0.8329)  loss_vfl_aux_2: 0.7527 (0.7782)  loss_vfl_aux_3: 0.7437 (0.7543)  loss_vfl_aux_4: 0.7340 (0.7450)  loss_vfl_aux_5: 0.8701 (0.8513)  loss_vfl_dn_0: 0.4785 (0.4792)  loss_vfl_dn_1: 0.4212 (0.4248)  loss_vfl_dn_2: 0.4041 (0.4070)  loss_vfl_dn_3: 0.3967 (0.3992)  loss_vfl_dn_4: 0.3934 (0.3963)  loss_vfl_dn_5: 0.3942 (0.3957)  time: 0.4639  data: 0.0138  max mem: 5653
Epoch: [11]  [4400/7393]  eta: 0:23:48  lr: 0.000010  loss: 18.2752 (18.2103)  loss_bbox: 0.1848 (0.1813)  loss_bbox_aux_0: 0.2199 (0.1954)  loss_bbox_aux_1: 0.1958 (0.1854)  loss_bbox_aux_2: 0.1871 (0.1829)  loss_bbox_aux_3: 0.1868 (0.1813)  loss_bbox_aux_4: 0.1864 (0.1811)  loss_bbox_aux_5: 0.2488 (0.2397)  loss_bbox_dn_0: 0.3304 (0.3334)  loss_bbox_dn_1: 0.2378 (0.2630)  loss_bbox_dn_2: 0.2167 (0.2428)  loss_bbox_dn_3: 0.2132 (0.2347)  loss_bbox_dn_4: 0.2124 (0.2324)  loss_bbox_dn_5: 0.2122 (0.2323)  loss_giou: 0.4904 (0.5312)  loss_giou_aux_0: 0.5115 (0.5594)  loss_giou_aux_1: 0.5009 (0.5406)  loss_giou_aux_2: 0.4955 (0.5355)  loss_giou_aux_3: 0.4856 (0.5323)  loss_giou_aux_4: 0.4934 (0.5314)  loss_giou_aux_5: 0.6090 (0.6352)  loss_giou_dn_0: 0.6691 (0.6706)  loss_giou_dn_1: 0.5649 (0.5672)  loss_giou_dn_2: 0.5364 (0.5411)  loss_giou_dn_3: 0.5259 (0.5324)  loss_giou_dn_4: 0.5246 (0.5301)  loss_giou_dn_5: 0.5255 (0.5302)  loss_vfl: 0.7584 (0.7427)  loss_vfl_aux_0: 0.9251 (0.8801)  loss_vfl_aux_1: 0.8448 (0.8328)  loss_vfl_aux_2: 0.7942 (0.7783)  loss_vfl_aux_3: 0.7740 (0.7544)  loss_vfl_aux_4: 0.7789 (0.7452)  loss_vfl_aux_5: 0.8747 (0.8515)  loss_vfl_dn_0: 0.4763 (0.4792)  loss_vfl_dn_1: 0.4290 (0.4249)  loss_vfl_dn_2: 0.4109 (0.4071)  loss_vfl_dn_3: 0.4036 (0.3992)  loss_vfl_dn_4: 0.4017 (0.3964)  loss_vfl_dn_5: 0.4018 (0.3958)  time: 0.4631  data: 0.0142  max mem: 5653
Epoch: [11]  [4500/7393]  eta: 0:23:03  lr: 0.000010  loss: 18.2844 (18.2101)  loss_bbox: 0.1582 (0.1814)  loss_bbox_aux_0: 0.1744 (0.1955)  loss_bbox_aux_1: 0.1602 (0.1855)  loss_bbox_aux_2: 0.1559 (0.1830)  loss_bbox_aux_3: 0.1602 (0.1815)  loss_bbox_aux_4: 0.1581 (0.1813)  loss_bbox_aux_5: 0.2004 (0.2398)  loss_bbox_dn_0: 0.2887 (0.3335)  loss_bbox_dn_1: 0.2297 (0.2632)  loss_bbox_dn_2: 0.2047 (0.2430)  loss_bbox_dn_3: 0.2008 (0.2349)  loss_bbox_dn_4: 0.1998 (0.2326)  loss_bbox_dn_5: 0.1987 (0.2325)  loss_giou: 0.5554 (0.5311)  loss_giou_aux_0: 0.5894 (0.5593)  loss_giou_aux_1: 0.5641 (0.5404)  loss_giou_aux_2: 0.5668 (0.5353)  loss_giou_aux_3: 0.5684 (0.5322)  loss_giou_aux_4: 0.5585 (0.5313)  loss_giou_aux_5: 0.6499 (0.6350)  loss_giou_dn_0: 0.6775 (0.6705)  loss_giou_dn_1: 0.5764 (0.5671)  loss_giou_dn_2: 0.5508 (0.5410)  loss_giou_dn_3: 0.5418 (0.5323)  loss_giou_dn_4: 0.5411 (0.5300)  loss_giou_dn_5: 0.5417 (0.5301)  loss_vfl: 0.7086 (0.7425)  loss_vfl_aux_0: 0.8369 (0.8800)  loss_vfl_aux_1: 0.7941 (0.8326)  loss_vfl_aux_2: 0.7539 (0.7783)  loss_vfl_aux_3: 0.7144 (0.7543)  loss_vfl_aux_4: 0.7218 (0.7451)  loss_vfl_aux_5: 0.8266 (0.8516)  loss_vfl_dn_0: 0.4694 (0.4792)  loss_vfl_dn_1: 0.4223 (0.4248)  loss_vfl_dn_2: 0.4041 (0.4070)  loss_vfl_dn_3: 0.3966 (0.3992)  loss_vfl_dn_4: 0.3954 (0.3964)  loss_vfl_dn_5: 0.3942 (0.3958)  time: 0.4727  data: 0.0139  max mem: 5653
Epoch: [11]  [4600/7393]  eta: 0:22:15  lr: 0.000010  loss: 17.6425 (18.2006)  loss_bbox: 0.1853 (0.1812)  loss_bbox_aux_0: 0.1950 (0.1954)  loss_bbox_aux_1: 0.1819 (0.1854)  loss_bbox_aux_2: 0.1805 (0.1828)  loss_bbox_aux_3: 0.1829 (0.1813)  loss_bbox_aux_4: 0.1831 (0.1811)  loss_bbox_aux_5: 0.2428 (0.2397)  loss_bbox_dn_0: 0.3330 (0.3333)  loss_bbox_dn_1: 0.2732 (0.2629)  loss_bbox_dn_2: 0.2492 (0.2427)  loss_bbox_dn_3: 0.2453 (0.2347)  loss_bbox_dn_4: 0.2443 (0.2323)  loss_bbox_dn_5: 0.2434 (0.2322)  loss_giou: 0.4398 (0.5308)  loss_giou_aux_0: 0.4801 (0.5589)  loss_giou_aux_1: 0.4481 (0.5401)  loss_giou_aux_2: 0.4405 (0.5350)  loss_giou_aux_3: 0.4456 (0.5319)  loss_giou_aux_4: 0.4366 (0.5310)  loss_giou_aux_5: 0.5550 (0.6347)  loss_giou_dn_0: 0.6429 (0.6702)  loss_giou_dn_1: 0.5257 (0.5667)  loss_giou_dn_2: 0.4950 (0.5406)  loss_giou_dn_3: 0.4772 (0.5319)  loss_giou_dn_4: 0.4739 (0.5296)  loss_giou_dn_5: 0.4738 (0.5298)  loss_vfl: 0.7381 (0.7422)  loss_vfl_aux_0: 0.9097 (0.8797)  loss_vfl_aux_1: 0.8340 (0.8321)  loss_vfl_aux_2: 0.7730 (0.7781)  loss_vfl_aux_3: 0.7475 (0.7541)  loss_vfl_aux_4: 0.7337 (0.7448)  loss_vfl_aux_5: 0.8749 (0.8514)  loss_vfl_dn_0: 0.4848 (0.4792)  loss_vfl_dn_1: 0.4245 (0.4248)  loss_vfl_dn_2: 0.4032 (0.4070)  loss_vfl_dn_3: 0.3938 (0.3991)  loss_vfl_dn_4: 0.3924 (0.3963)  loss_vfl_dn_5: 0.3936 (0.3957)  time: 0.4745  data: 0.0136  max mem: 5653
Epoch: [11]  [4700/7393]  eta: 0:21:26  lr: 0.000010  loss: 17.5112 (18.1973)  loss_bbox: 0.1738 (0.1812)  loss_bbox_aux_0: 0.1856 (0.1954)  loss_bbox_aux_1: 0.1727 (0.1854)  loss_bbox_aux_2: 0.1687 (0.1828)  loss_bbox_aux_3: 0.1781 (0.1813)  loss_bbox_aux_4: 0.1798 (0.1811)  loss_bbox_aux_5: 0.2218 (0.2397)  loss_bbox_dn_0: 0.3012 (0.3332)  loss_bbox_dn_1: 0.2256 (0.2628)  loss_bbox_dn_2: 0.2015 (0.2427)  loss_bbox_dn_3: 0.1964 (0.2346)  loss_bbox_dn_4: 0.1965 (0.2323)  loss_bbox_dn_5: 0.1964 (0.2322)  loss_giou: 0.5083 (0.5308)  loss_giou_aux_0: 0.5332 (0.5588)  loss_giou_aux_1: 0.5094 (0.5400)  loss_giou_aux_2: 0.4964 (0.5349)  loss_giou_aux_3: 0.5017 (0.5318)  loss_giou_aux_4: 0.5014 (0.5310)  loss_giou_aux_5: 0.6130 (0.6346)  loss_giou_dn_0: 0.6475 (0.6701)  loss_giou_dn_1: 0.5392 (0.5666)  loss_giou_dn_2: 0.5148 (0.5406)  loss_giou_dn_3: 0.5059 (0.5319)  loss_giou_dn_4: 0.5032 (0.5296)  loss_giou_dn_5: 0.5032 (0.5297)  loss_vfl: 0.7276 (0.7420)  loss_vfl_aux_0: 0.8350 (0.8794)  loss_vfl_aux_1: 0.8079 (0.8317)  loss_vfl_aux_2: 0.7641 (0.7778)  loss_vfl_aux_3: 0.7309 (0.7538)  loss_vfl_aux_4: 0.7316 (0.7445)  loss_vfl_aux_5: 0.8108 (0.8512)  loss_vfl_dn_0: 0.4806 (0.4792)  loss_vfl_dn_1: 0.4245 (0.4247)  loss_vfl_dn_2: 0.4012 (0.4069)  loss_vfl_dn_3: 0.3949 (0.3991)  loss_vfl_dn_4: 0.3927 (0.3963)  loss_vfl_dn_5: 0.3941 (0.3956)  time: 0.4790  data: 0.0144  max mem: 5653
Epoch: [11]  [4800/7393]  eta: 0:20:38  lr: 0.000010  loss: 18.3497 (18.1965)  loss_bbox: 0.1820 (0.1813)  loss_bbox_aux_0: 0.1921 (0.1954)  loss_bbox_aux_1: 0.1724 (0.1854)  loss_bbox_aux_2: 0.1718 (0.1828)  loss_bbox_aux_3: 0.1829 (0.1813)  loss_bbox_aux_4: 0.1744 (0.1812)  loss_bbox_aux_5: 0.2460 (0.2397)  loss_bbox_dn_0: 0.3053 (0.3332)  loss_bbox_dn_1: 0.2540 (0.2629)  loss_bbox_dn_2: 0.2461 (0.2428)  loss_bbox_dn_3: 0.2389 (0.2347)  loss_bbox_dn_4: 0.2342 (0.2324)  loss_bbox_dn_5: 0.2338 (0.2323)  loss_giou: 0.5079 (0.5306)  loss_giou_aux_0: 0.5283 (0.5587)  loss_giou_aux_1: 0.5169 (0.5399)  loss_giou_aux_2: 0.5052 (0.5348)  loss_giou_aux_3: 0.4973 (0.5317)  loss_giou_aux_4: 0.5090 (0.5309)  loss_giou_aux_5: 0.6266 (0.6345)  loss_giou_dn_0: 0.6938 (0.6701)  loss_giou_dn_1: 0.5897 (0.5666)  loss_giou_dn_2: 0.5563 (0.5406)  loss_giou_dn_3: 0.5504 (0.5319)  loss_giou_dn_4: 0.5460 (0.5296)  loss_giou_dn_5: 0.5458 (0.5297)  loss_vfl: 0.7410 (0.7419)  loss_vfl_aux_0: 0.8652 (0.8792)  loss_vfl_aux_1: 0.8395 (0.8315)  loss_vfl_aux_2: 0.7844 (0.7777)  loss_vfl_aux_3: 0.7583 (0.7538)  loss_vfl_aux_4: 0.7467 (0.7445)  loss_vfl_aux_5: 0.8443 (0.8511)  loss_vfl_dn_0: 0.4789 (0.4792)  loss_vfl_dn_1: 0.4260 (0.4247)  loss_vfl_dn_2: 0.4090 (0.4069)  loss_vfl_dn_3: 0.4051 (0.3991)  loss_vfl_dn_4: 0.4006 (0.3963)  loss_vfl_dn_5: 0.3998 (0.3956)  time: 0.4583  data: 0.0134  max mem: 5653
Epoch: [11]  [4900/7393]  eta: 0:19:50  lr: 0.000010  loss: 17.8681 (18.1978)  loss_bbox: 0.1581 (0.1813)  loss_bbox_aux_0: 0.1776 (0.1954)  loss_bbox_aux_1: 0.1662 (0.1854)  loss_bbox_aux_2: 0.1672 (0.1828)  loss_bbox_aux_3: 0.1567 (0.1814)  loss_bbox_aux_4: 0.1571 (0.1812)  loss_bbox_aux_5: 0.2111 (0.2397)  loss_bbox_dn_0: 0.2864 (0.3332)  loss_bbox_dn_1: 0.2284 (0.2629)  loss_bbox_dn_2: 0.2116 (0.2428)  loss_bbox_dn_3: 0.2025 (0.2347)  loss_bbox_dn_4: 0.2002 (0.2324)  loss_bbox_dn_5: 0.2002 (0.2323)  loss_giou: 0.5564 (0.5306)  loss_giou_aux_0: 0.5775 (0.5587)  loss_giou_aux_1: 0.5624 (0.5399)  loss_giou_aux_2: 0.5558 (0.5348)  loss_giou_aux_3: 0.5425 (0.5317)  loss_giou_aux_4: 0.5616 (0.5308)  loss_giou_aux_5: 0.6380 (0.6345)  loss_giou_dn_0: 0.6653 (0.6701)  loss_giou_dn_1: 0.5668 (0.5667)  loss_giou_dn_2: 0.5381 (0.5406)  loss_giou_dn_3: 0.5312 (0.5320)  loss_giou_dn_4: 0.5306 (0.5296)  loss_giou_dn_5: 0.5307 (0.5298)  loss_vfl: 0.6989 (0.7421)  loss_vfl_aux_0: 0.8573 (0.8792)  loss_vfl_aux_1: 0.7720 (0.8314)  loss_vfl_aux_2: 0.7384 (0.7779)  loss_vfl_aux_3: 0.7285 (0.7539)  loss_vfl_aux_4: 0.7035 (0.7446)  loss_vfl_aux_5: 0.8308 (0.8512)  loss_vfl_dn_0: 0.4727 (0.4792)  loss_vfl_dn_1: 0.4184 (0.4247)  loss_vfl_dn_2: 0.4025 (0.4069)  loss_vfl_dn_3: 0.3957 (0.3991)  loss_vfl_dn_4: 0.3953 (0.3963)  loss_vfl_dn_5: 0.3928 (0.3957)  time: 0.4676  data: 0.0141  max mem: 5653
Epoch: [11]  [5000/7393]  eta: 0:19:02  lr: 0.000010  loss: 18.8782 (18.1969)  loss_bbox: 0.2042 (0.1814)  loss_bbox_aux_0: 0.2213 (0.1956)  loss_bbox_aux_1: 0.2178 (0.1856)  loss_bbox_aux_2: 0.2022 (0.1830)  loss_bbox_aux_3: 0.1983 (0.1815)  loss_bbox_aux_4: 0.2037 (0.1813)  loss_bbox_aux_5: 0.2628 (0.2398)  loss_bbox_dn_0: 0.3663 (0.3334)  loss_bbox_dn_1: 0.2828 (0.2630)  loss_bbox_dn_2: 0.2579 (0.2429)  loss_bbox_dn_3: 0.2512 (0.2348)  loss_bbox_dn_4: 0.2513 (0.2325)  loss_bbox_dn_5: 0.2513 (0.2324)  loss_giou: 0.5264 (0.5304)  loss_giou_aux_0: 0.5612 (0.5586)  loss_giou_aux_1: 0.5442 (0.5398)  loss_giou_aux_2: 0.5391 (0.5346)  loss_giou_aux_3: 0.5290 (0.5315)  loss_giou_aux_4: 0.5259 (0.5307)  loss_giou_aux_5: 0.6291 (0.6343)  loss_giou_dn_0: 0.6785 (0.6700)  loss_giou_dn_1: 0.5760 (0.5665)  loss_giou_dn_2: 0.5467 (0.5405)  loss_giou_dn_3: 0.5318 (0.5318)  loss_giou_dn_4: 0.5291 (0.5295)  loss_giou_dn_5: 0.5298 (0.5296)  loss_vfl: 0.7532 (0.7420)  loss_vfl_aux_0: 0.8829 (0.8792)  loss_vfl_aux_1: 0.8343 (0.8310)  loss_vfl_aux_2: 0.7876 (0.7777)  loss_vfl_aux_3: 0.7538 (0.7538)  loss_vfl_aux_4: 0.7581 (0.7446)  loss_vfl_aux_5: 0.8713 (0.8513)  loss_vfl_dn_0: 0.4859 (0.4792)  loss_vfl_dn_1: 0.4319 (0.4247)  loss_vfl_dn_2: 0.4166 (0.4069)  loss_vfl_dn_3: 0.4121 (0.3991)  loss_vfl_dn_4: 0.4096 (0.3963)  loss_vfl_dn_5: 0.4103 (0.3957)  time: 0.4579  data: 0.0139  max mem: 5653
Epoch: [11]  [5100/7393]  eta: 0:18:14  lr: 0.000010  loss: 18.4407 (18.1982)  loss_bbox: 0.1714 (0.1815)  loss_bbox_aux_0: 0.1870 (0.1957)  loss_bbox_aux_1: 0.1810 (0.1856)  loss_bbox_aux_2: 0.1761 (0.1831)  loss_bbox_aux_3: 0.1746 (0.1816)  loss_bbox_aux_4: 0.1709 (0.1814)  loss_bbox_aux_5: 0.2330 (0.2399)  loss_bbox_dn_0: 0.3064 (0.3333)  loss_bbox_dn_1: 0.2529 (0.2630)  loss_bbox_dn_2: 0.2421 (0.2428)  loss_bbox_dn_3: 0.2339 (0.2348)  loss_bbox_dn_4: 0.2313 (0.2324)  loss_bbox_dn_5: 0.2308 (0.2323)  loss_giou: 0.5249 (0.5307)  loss_giou_aux_0: 0.5563 (0.5589)  loss_giou_aux_1: 0.5335 (0.5401)  loss_giou_aux_2: 0.5272 (0.5349)  loss_giou_aux_3: 0.5292 (0.5318)  loss_giou_aux_4: 0.5267 (0.5309)  loss_giou_aux_5: 0.6243 (0.6346)  loss_giou_dn_0: 0.6570 (0.6701)  loss_giou_dn_1: 0.5492 (0.5666)  loss_giou_dn_2: 0.5215 (0.5405)  loss_giou_dn_3: 0.5170 (0.5318)  loss_giou_dn_4: 0.5138 (0.5295)  loss_giou_dn_5: 0.5138 (0.5297)  loss_vfl: 0.7306 (0.7420)  loss_vfl_aux_0: 0.8765 (0.8791)  loss_vfl_aux_1: 0.8197 (0.8308)  loss_vfl_aux_2: 0.7735 (0.7776)  loss_vfl_aux_3: 0.7307 (0.7537)  loss_vfl_aux_4: 0.7267 (0.7445)  loss_vfl_aux_5: 0.8483 (0.8512)  loss_vfl_dn_0: 0.4837 (0.4792)  loss_vfl_dn_1: 0.4275 (0.4247)  loss_vfl_dn_2: 0.4107 (0.4069)  loss_vfl_dn_3: 0.4007 (0.3991)  loss_vfl_dn_4: 0.4006 (0.3963)  loss_vfl_dn_5: 0.3995 (0.3957)  time: 0.4744  data: 0.0150  max mem: 5653
Epoch: [11]  [5200/7393]  eta: 0:17:26  lr: 0.000010  loss: 18.0651 (18.1940)  loss_bbox: 0.1768 (0.1813)  loss_bbox_aux_0: 0.1796 (0.1956)  loss_bbox_aux_1: 0.1790 (0.1856)  loss_bbox_aux_2: 0.1707 (0.1829)  loss_bbox_aux_3: 0.1757 (0.1815)  loss_bbox_aux_4: 0.1760 (0.1813)  loss_bbox_aux_5: 0.2326 (0.2399)  loss_bbox_dn_0: 0.3274 (0.3333)  loss_bbox_dn_1: 0.2650 (0.2629)  loss_bbox_dn_2: 0.2474 (0.2428)  loss_bbox_dn_3: 0.2388 (0.2347)  loss_bbox_dn_4: 0.2368 (0.2324)  loss_bbox_dn_5: 0.2369 (0.2323)  loss_giou: 0.4824 (0.5303)  loss_giou_aux_0: 0.5362 (0.5585)  loss_giou_aux_1: 0.4982 (0.5397)  loss_giou_aux_2: 0.4856 (0.5345)  loss_giou_aux_3: 0.4956 (0.5314)  loss_giou_aux_4: 0.4873 (0.5305)  loss_giou_aux_5: 0.5893 (0.6342)  loss_giou_dn_0: 0.6427 (0.6699)  loss_giou_dn_1: 0.5351 (0.5663)  loss_giou_dn_2: 0.5080 (0.5403)  loss_giou_dn_3: 0.5077 (0.5316)  loss_giou_dn_4: 0.5081 (0.5293)  loss_giou_dn_5: 0.5081 (0.5294)  loss_vfl: 0.7522 (0.7421)  loss_vfl_aux_0: 0.8801 (0.8794)  loss_vfl_aux_1: 0.8165 (0.8308)  loss_vfl_aux_2: 0.7923 (0.7778)  loss_vfl_aux_3: 0.7595 (0.7538)  loss_vfl_aux_4: 0.7358 (0.7446)  loss_vfl_aux_5: 0.8588 (0.8513)  loss_vfl_dn_0: 0.4757 (0.4792)  loss_vfl_dn_1: 0.4220 (0.4247)  loss_vfl_dn_2: 0.4043 (0.4069)  loss_vfl_dn_3: 0.3984 (0.3991)  loss_vfl_dn_4: 0.3914 (0.3963)  loss_vfl_dn_5: 0.3932 (0.3957)  time: 0.4675  data: 0.0140  max mem: 5653
Epoch: [11]  [5300/7393]  eta: 0:16:38  lr: 0.000010  loss: 18.1604 (18.1900)  loss_bbox: 0.1682 (0.1812)  loss_bbox_aux_0: 0.1786 (0.1955)  loss_bbox_aux_1: 0.1718 (0.1855)  loss_bbox_aux_2: 0.1583 (0.1828)  loss_bbox_aux_3: 0.1588 (0.1814)  loss_bbox_aux_4: 0.1712 (0.1812)  loss_bbox_aux_5: 0.2267 (0.2397)  loss_bbox_dn_0: 0.3467 (0.3330)  loss_bbox_dn_1: 0.2601 (0.2627)  loss_bbox_dn_2: 0.2336 (0.2425)  loss_bbox_dn_3: 0.2252 (0.2345)  loss_bbox_dn_4: 0.2239 (0.2321)  loss_bbox_dn_5: 0.2237 (0.2320)  loss_giou: 0.4874 (0.5304)  loss_giou_aux_0: 0.5054 (0.5585)  loss_giou_aux_1: 0.4926 (0.5397)  loss_giou_aux_2: 0.4802 (0.5345)  loss_giou_aux_3: 0.4872 (0.5314)  loss_giou_aux_4: 0.4841 (0.5306)  loss_giou_aux_5: 0.5944 (0.6343)  loss_giou_dn_0: 0.6692 (0.6698)  loss_giou_dn_1: 0.5510 (0.5663)  loss_giou_dn_2: 0.5212 (0.5402)  loss_giou_dn_3: 0.5051 (0.5316)  loss_giou_dn_4: 0.5014 (0.5293)  loss_giou_dn_5: 0.5015 (0.5294)  loss_vfl: 0.7268 (0.7419)  loss_vfl_aux_0: 0.8495 (0.8793)  loss_vfl_aux_1: 0.8051 (0.8306)  loss_vfl_aux_2: 0.7370 (0.7776)  loss_vfl_aux_3: 0.7475 (0.7536)  loss_vfl_aux_4: 0.7304 (0.7445)  loss_vfl_aux_5: 0.8484 (0.8511)  loss_vfl_dn_0: 0.4772 (0.4792)  loss_vfl_dn_1: 0.4262 (0.4246)  loss_vfl_dn_2: 0.3995 (0.4068)  loss_vfl_dn_3: 0.3929 (0.3991)  loss_vfl_dn_4: 0.3880 (0.3962)  loss_vfl_dn_5: 0.3877 (0.3956)  time: 0.4722  data: 0.0142  max mem: 5653
Epoch: [11]  [5400/7393]  eta: 0:15:50  lr: 0.000010  loss: 18.3313 (18.1880)  loss_bbox: 0.1825 (0.1813)  loss_bbox_aux_0: 0.1949 (0.1956)  loss_bbox_aux_1: 0.1876 (0.1856)  loss_bbox_aux_2: 0.1838 (0.1829)  loss_bbox_aux_3: 0.1823 (0.1814)  loss_bbox_aux_4: 0.1819 (0.1812)  loss_bbox_aux_5: 0.2424 (0.2398)  loss_bbox_dn_0: 0.3049 (0.3332)  loss_bbox_dn_1: 0.2552 (0.2628)  loss_bbox_dn_2: 0.2405 (0.2427)  loss_bbox_dn_3: 0.2309 (0.2346)  loss_bbox_dn_4: 0.2287 (0.2322)  loss_bbox_dn_5: 0.2285 (0.2322)  loss_giou: 0.5591 (0.5302)  loss_giou_aux_0: 0.5728 (0.5584)  loss_giou_aux_1: 0.5745 (0.5396)  loss_giou_aux_2: 0.5593 (0.5343)  loss_giou_aux_3: 0.5627 (0.5312)  loss_giou_aux_4: 0.5670 (0.5304)  loss_giou_aux_5: 0.6587 (0.6341)  loss_giou_dn_0: 0.6809 (0.6697)  loss_giou_dn_1: 0.5880 (0.5661)  loss_giou_dn_2: 0.5650 (0.5400)  loss_giou_dn_3: 0.5579 (0.5314)  loss_giou_dn_4: 0.5541 (0.5291)  loss_giou_dn_5: 0.5535 (0.5292)  loss_vfl: 0.7318 (0.7418)  loss_vfl_aux_0: 0.8839 (0.8791)  loss_vfl_aux_1: 0.7876 (0.8303)  loss_vfl_aux_2: 0.7728 (0.7775)  loss_vfl_aux_3: 0.7400 (0.7535)  loss_vfl_aux_4: 0.7199 (0.7443)  loss_vfl_aux_5: 0.8228 (0.8511)  loss_vfl_dn_0: 0.4721 (0.4792)  loss_vfl_dn_1: 0.4223 (0.4246)  loss_vfl_dn_2: 0.4060 (0.4068)  loss_vfl_dn_3: 0.4002 (0.3990)  loss_vfl_dn_4: 0.3991 (0.3962)  loss_vfl_dn_5: 0.3981 (0.3956)  time: 0.4530  data: 0.0140  max mem: 5653
Epoch: [11]  [5500/7393]  eta: 0:15:03  lr: 0.000010  loss: 17.6635 (18.1894)  loss_bbox: 0.1557 (0.1813)  loss_bbox_aux_0: 0.1812 (0.1956)  loss_bbox_aux_1: 0.1767 (0.1857)  loss_bbox_aux_2: 0.1610 (0.1829)  loss_bbox_aux_3: 0.1597 (0.1814)  loss_bbox_aux_4: 0.1562 (0.1812)  loss_bbox_aux_5: 0.2208 (0.2399)  loss_bbox_dn_0: 0.3008 (0.3332)  loss_bbox_dn_1: 0.2431 (0.2628)  loss_bbox_dn_2: 0.2263 (0.2427)  loss_bbox_dn_3: 0.2189 (0.2346)  loss_bbox_dn_4: 0.2175 (0.2322)  loss_bbox_dn_5: 0.2174 (0.2322)  loss_giou: 0.4859 (0.5304)  loss_giou_aux_0: 0.5641 (0.5586)  loss_giou_aux_1: 0.5220 (0.5399)  loss_giou_aux_2: 0.4929 (0.5345)  loss_giou_aux_3: 0.4861 (0.5314)  loss_giou_aux_4: 0.4844 (0.5306)  loss_giou_aux_5: 0.6145 (0.6343)  loss_giou_dn_0: 0.6471 (0.6698)  loss_giou_dn_1: 0.5476 (0.5663)  loss_giou_dn_2: 0.5134 (0.5402)  loss_giou_dn_3: 0.4986 (0.5315)  loss_giou_dn_4: 0.4964 (0.5292)  loss_giou_dn_5: 0.4964 (0.5294)  loss_vfl: 0.7115 (0.7417)  loss_vfl_aux_0: 0.8337 (0.8789)  loss_vfl_aux_1: 0.7836 (0.8299)  loss_vfl_aux_2: 0.7569 (0.7773)  loss_vfl_aux_3: 0.7159 (0.7534)  loss_vfl_aux_4: 0.7148 (0.7442)  loss_vfl_aux_5: 0.8135 (0.8509)  loss_vfl_dn_0: 0.4768 (0.4792)  loss_vfl_dn_1: 0.4191 (0.4246)  loss_vfl_dn_2: 0.4028 (0.4068)  loss_vfl_dn_3: 0.3976 (0.3990)  loss_vfl_dn_4: 0.3945 (0.3962)  loss_vfl_dn_5: 0.3921 (0.3956)  time: 0.7202  data: 0.0142  max mem: 5653
Epoch: [11]  [5600/7393]  eta: 0:14:15  lr: 0.000010  loss: 17.7288 (18.1862)  loss_bbox: 0.1740 (0.1813)  loss_bbox_aux_0: 0.1974 (0.1957)  loss_bbox_aux_1: 0.1936 (0.1857)  loss_bbox_aux_2: 0.1873 (0.1829)  loss_bbox_aux_3: 0.1763 (0.1814)  loss_bbox_aux_4: 0.1709 (0.1812)  loss_bbox_aux_5: 0.2397 (0.2399)  loss_bbox_dn_0: 0.3545 (0.3333)  loss_bbox_dn_1: 0.2808 (0.2629)  loss_bbox_dn_2: 0.2582 (0.2427)  loss_bbox_dn_3: 0.2458 (0.2347)  loss_bbox_dn_4: 0.2443 (0.2323)  loss_bbox_dn_5: 0.2442 (0.2322)  loss_giou: 0.4875 (0.5301)  loss_giou_aux_0: 0.5208 (0.5584)  loss_giou_aux_1: 0.4947 (0.5396)  loss_giou_aux_2: 0.4861 (0.5342)  loss_giou_aux_3: 0.4876 (0.5312)  loss_giou_aux_4: 0.4904 (0.5303)  loss_giou_aux_5: 0.6070 (0.6340)  loss_giou_dn_0: 0.6754 (0.6696)  loss_giou_dn_1: 0.5639 (0.5661)  loss_giou_dn_2: 0.5217 (0.5400)  loss_giou_dn_3: 0.5092 (0.5313)  loss_giou_dn_4: 0.5036 (0.5290)  loss_giou_dn_5: 0.5037 (0.5292)  loss_vfl: 0.7344 (0.7417)  loss_vfl_aux_0: 0.8336 (0.8788)  loss_vfl_aux_1: 0.8204 (0.8296)  loss_vfl_aux_2: 0.7643 (0.7772)  loss_vfl_aux_3: 0.7404 (0.7533)  loss_vfl_aux_4: 0.7424 (0.7442)  loss_vfl_aux_5: 0.8368 (0.8510)  loss_vfl_dn_0: 0.4771 (0.4792)  loss_vfl_dn_1: 0.4236 (0.4246)  loss_vfl_dn_2: 0.4055 (0.4068)  loss_vfl_dn_3: 0.4006 (0.3990)  loss_vfl_dn_4: 0.3971 (0.3962)  loss_vfl_dn_5: 0.3986 (0.3956)  time: 0.4704  data: 0.0143  max mem: 5653
Epoch: [11]  [5700/7393]  eta: 0:13:29  lr: 0.000010  loss: 17.9903 (18.1873)  loss_bbox: 0.1753 (0.1812)  loss_bbox_aux_0: 0.1843 (0.1956)  loss_bbox_aux_1: 0.1821 (0.1856)  loss_bbox_aux_2: 0.1772 (0.1828)  loss_bbox_aux_3: 0.1747 (0.1813)  loss_bbox_aux_4: 0.1753 (0.1811)  loss_bbox_aux_5: 0.2240 (0.2399)  loss_bbox_dn_0: 0.3158 (0.3332)  loss_bbox_dn_1: 0.2394 (0.2628)  loss_bbox_dn_2: 0.2156 (0.2426)  loss_bbox_dn_3: 0.2094 (0.2346)  loss_bbox_dn_4: 0.2064 (0.2322)  loss_bbox_dn_5: 0.2061 (0.2321)  loss_giou: 0.5087 (0.5304)  loss_giou_aux_0: 0.5473 (0.5587)  loss_giou_aux_1: 0.5352 (0.5399)  loss_giou_aux_2: 0.5304 (0.5345)  loss_giou_aux_3: 0.5257 (0.5314)  loss_giou_aux_4: 0.5075 (0.5306)  loss_giou_aux_5: 0.6278 (0.6343)  loss_giou_dn_0: 0.6700 (0.6698)  loss_giou_dn_1: 0.5522 (0.5663)  loss_giou_dn_2: 0.5304 (0.5403)  loss_giou_dn_3: 0.5124 (0.5316)  loss_giou_dn_4: 0.5093 (0.5293)  loss_giou_dn_5: 0.5092 (0.5294)  loss_vfl: 0.7451 (0.7416)  loss_vfl_aux_0: 0.8563 (0.8785)  loss_vfl_aux_1: 0.8022 (0.8293)  loss_vfl_aux_2: 0.7593 (0.7770)  loss_vfl_aux_3: 0.7496 (0.7532)  loss_vfl_aux_4: 0.7398 (0.7441)  loss_vfl_aux_5: 0.8522 (0.8507)  loss_vfl_dn_0: 0.4735 (0.4791)  loss_vfl_dn_1: 0.4202 (0.4246)  loss_vfl_dn_2: 0.4051 (0.4068)  loss_vfl_dn_3: 0.4000 (0.3990)  loss_vfl_dn_4: 0.3989 (0.3962)  loss_vfl_dn_5: 0.3970 (0.3956)  time: 0.4710  data: 0.0140  max mem: 5653
Epoch: [11]  [5800/7393]  eta: 0:12:41  lr: 0.000010  loss: 18.4575 (18.1869)  loss_bbox: 0.1687 (0.1811)  loss_bbox_aux_0: 0.1902 (0.1954)  loss_bbox_aux_1: 0.1772 (0.1855)  loss_bbox_aux_2: 0.1745 (0.1827)  loss_bbox_aux_3: 0.1737 (0.1812)  loss_bbox_aux_4: 0.1700 (0.1810)  loss_bbox_aux_5: 0.2390 (0.2398)  loss_bbox_dn_0: 0.3149 (0.3330)  loss_bbox_dn_1: 0.2547 (0.2626)  loss_bbox_dn_2: 0.2355 (0.2424)  loss_bbox_dn_3: 0.2319 (0.2344)  loss_bbox_dn_4: 0.2322 (0.2320)  loss_bbox_dn_5: 0.2319 (0.2319)  loss_giou: 0.5489 (0.5305)  loss_giou_aux_0: 0.5563 (0.5588)  loss_giou_aux_1: 0.5342 (0.5400)  loss_giou_aux_2: 0.5435 (0.5347)  loss_giou_aux_3: 0.5525 (0.5316)  loss_giou_aux_4: 0.5506 (0.5307)  loss_giou_aux_5: 0.6303 (0.6344)  loss_giou_dn_0: 0.6719 (0.6699)  loss_giou_dn_1: 0.5854 (0.5664)  loss_giou_dn_2: 0.5579 (0.5403)  loss_giou_dn_3: 0.5508 (0.5317)  loss_giou_dn_4: 0.5478 (0.5294)  loss_giou_dn_5: 0.5479 (0.5295)  loss_vfl: 0.7945 (0.7417)  loss_vfl_aux_0: 0.8947 (0.8786)  loss_vfl_aux_1: 0.8480 (0.8294)  loss_vfl_aux_2: 0.8024 (0.7770)  loss_vfl_aux_3: 0.7921 (0.7532)  loss_vfl_aux_4: 0.7786 (0.7442)  loss_vfl_aux_5: 0.8333 (0.8506)  loss_vfl_dn_0: 0.4749 (0.4791)  loss_vfl_dn_1: 0.4255 (0.4246)  loss_vfl_dn_2: 0.4065 (0.4068)  loss_vfl_dn_3: 0.4012 (0.3990)  loss_vfl_dn_4: 0.3992 (0.3962)  loss_vfl_dn_5: 0.3977 (0.3956)  time: 0.4714  data: 0.0140  max mem: 5653
Epoch: [11]  [5900/7393]  eta: 0:11:53  lr: 0.000010  loss: 18.4526 (18.1882)  loss_bbox: 0.1821 (0.1811)  loss_bbox_aux_0: 0.1949 (0.1954)  loss_bbox_aux_1: 0.1838 (0.1854)  loss_bbox_aux_2: 0.1822 (0.1827)  loss_bbox_aux_3: 0.1887 (0.1812)  loss_bbox_aux_4: 0.1885 (0.1810)  loss_bbox_aux_5: 0.2432 (0.2398)  loss_bbox_dn_0: 0.3265 (0.3329)  loss_bbox_dn_1: 0.2481 (0.2625)  loss_bbox_dn_2: 0.2301 (0.2424)  loss_bbox_dn_3: 0.2255 (0.2343)  loss_bbox_dn_4: 0.2251 (0.2320)  loss_bbox_dn_5: 0.2253 (0.2319)  loss_giou: 0.5132 (0.5307)  loss_giou_aux_0: 0.5424 (0.5590)  loss_giou_aux_1: 0.5175 (0.5402)  loss_giou_aux_2: 0.5231 (0.5349)  loss_giou_aux_3: 0.5193 (0.5318)  loss_giou_aux_4: 0.5101 (0.5310)  loss_giou_aux_5: 0.6587 (0.6347)  loss_giou_dn_0: 0.6615 (0.6700)  loss_giou_dn_1: 0.5541 (0.5665)  loss_giou_dn_2: 0.5247 (0.5405)  loss_giou_dn_3: 0.5128 (0.5319)  loss_giou_dn_4: 0.5104 (0.5296)  loss_giou_dn_5: 0.5101 (0.5297)  loss_vfl: 0.7291 (0.7416)  loss_vfl_aux_0: 0.8617 (0.8784)  loss_vfl_aux_1: 0.8024 (0.8292)  loss_vfl_aux_2: 0.7671 (0.7769)  loss_vfl_aux_3: 0.7394 (0.7532)  loss_vfl_aux_4: 0.7197 (0.7442)  loss_vfl_aux_5: 0.8080 (0.8504)  loss_vfl_dn_0: 0.4763 (0.4791)  loss_vfl_dn_1: 0.4222 (0.4246)  loss_vfl_dn_2: 0.4035 (0.4068)  loss_vfl_dn_3: 0.3933 (0.3990)  loss_vfl_dn_4: 0.3919 (0.3962)  loss_vfl_dn_5: 0.3911 (0.3956)  time: 0.4761  data: 0.0145  max mem: 5653
Epoch: [11]  [6000/7393]  eta: 0:11:06  lr: 0.000010  loss: 18.4732 (18.1887)  loss_bbox: 0.1761 (0.1811)  loss_bbox_aux_0: 0.1991 (0.1955)  loss_bbox_aux_1: 0.1841 (0.1855)  loss_bbox_aux_2: 0.1862 (0.1827)  loss_bbox_aux_3: 0.1755 (0.1812)  loss_bbox_aux_4: 0.1758 (0.1810)  loss_bbox_aux_5: 0.2343 (0.2399)  loss_bbox_dn_0: 0.3070 (0.3330)  loss_bbox_dn_1: 0.2435 (0.2626)  loss_bbox_dn_2: 0.2182 (0.2424)  loss_bbox_dn_3: 0.2068 (0.2343)  loss_bbox_dn_4: 0.2050 (0.2320)  loss_bbox_dn_5: 0.2051 (0.2319)  loss_giou: 0.5405 (0.5308)  loss_giou_aux_0: 0.5515 (0.5591)  loss_giou_aux_1: 0.5440 (0.5403)  loss_giou_aux_2: 0.5506 (0.5350)  loss_giou_aux_3: 0.5536 (0.5318)  loss_giou_aux_4: 0.5436 (0.5310)  loss_giou_aux_5: 0.6402 (0.6347)  loss_giou_dn_0: 0.6794 (0.6700)  loss_giou_dn_1: 0.5736 (0.5665)  loss_giou_dn_2: 0.5466 (0.5405)  loss_giou_dn_3: 0.5414 (0.5318)  loss_giou_dn_4: 0.5415 (0.5295)  loss_giou_dn_5: 0.5414 (0.5297)  loss_vfl: 0.7465 (0.7416)  loss_vfl_aux_0: 0.8908 (0.8784)  loss_vfl_aux_1: 0.8328 (0.8290)  loss_vfl_aux_2: 0.7607 (0.7768)  loss_vfl_aux_3: 0.7435 (0.7532)  loss_vfl_aux_4: 0.7413 (0.7442)  loss_vfl_aux_5: 0.8594 (0.8505)  loss_vfl_dn_0: 0.4782 (0.4791)  loss_vfl_dn_1: 0.4150 (0.4245)  loss_vfl_dn_2: 0.3942 (0.4067)  loss_vfl_dn_3: 0.3866 (0.3990)  loss_vfl_dn_4: 0.3839 (0.3962)  loss_vfl_dn_5: 0.3834 (0.3956)  time: 0.7379  data: 0.0140  max mem: 5653
Epoch: [11]  [6100/7393]  eta: 0:10:18  lr: 0.000010  loss: 17.8810 (18.1873)  loss_bbox: 0.1759 (0.1811)  loss_bbox_aux_0: 0.1840 (0.1954)  loss_bbox_aux_1: 0.1711 (0.1854)  loss_bbox_aux_2: 0.1751 (0.1827)  loss_bbox_aux_3: 0.1692 (0.1812)  loss_bbox_aux_4: 0.1709 (0.1810)  loss_bbox_aux_5: 0.2265 (0.2397)  loss_bbox_dn_0: 0.3092 (0.3329)  loss_bbox_dn_1: 0.2309 (0.2625)  loss_bbox_dn_2: 0.2089 (0.2423)  loss_bbox_dn_3: 0.2043 (0.2342)  loss_bbox_dn_4: 0.2008 (0.2319)  loss_bbox_dn_5: 0.2005 (0.2318)  loss_giou: 0.5326 (0.5309)  loss_giou_aux_0: 0.5331 (0.5590)  loss_giou_aux_1: 0.5252 (0.5403)  loss_giou_aux_2: 0.5210 (0.5350)  loss_giou_aux_3: 0.5207 (0.5319)  loss_giou_aux_4: 0.5293 (0.5311)  loss_giou_aux_5: 0.6067 (0.6347)  loss_giou_dn_0: 0.6707 (0.6701)  loss_giou_dn_1: 0.5740 (0.5666)  loss_giou_dn_2: 0.5470 (0.5405)  loss_giou_dn_3: 0.5337 (0.5318)  loss_giou_dn_4: 0.5327 (0.5295)  loss_giou_dn_5: 0.5351 (0.5297)  loss_vfl: 0.6835 (0.7414)  loss_vfl_aux_0: 0.8362 (0.8785)  loss_vfl_aux_1: 0.7999 (0.8289)  loss_vfl_aux_2: 0.7295 (0.7767)  loss_vfl_aux_3: 0.7092 (0.7530)  loss_vfl_aux_4: 0.6971 (0.7441)  loss_vfl_aux_5: 0.8025 (0.8505)  loss_vfl_dn_0: 0.4735 (0.4791)  loss_vfl_dn_1: 0.4192 (0.4245)  loss_vfl_dn_2: 0.3961 (0.4067)  loss_vfl_dn_3: 0.3906 (0.3990)  loss_vfl_dn_4: 0.3878 (0.3961)  loss_vfl_dn_5: 0.3876 (0.3955)  time: 0.4658  data: 0.0138  max mem: 5653
Epoch: [11]  [6200/7393]  eta: 0:09:30  lr: 0.000010  loss: 17.9009 (18.1893)  loss_bbox: 0.1802 (0.1812)  loss_bbox_aux_0: 0.1973 (0.1955)  loss_bbox_aux_1: 0.1882 (0.1855)  loss_bbox_aux_2: 0.1787 (0.1828)  loss_bbox_aux_3: 0.1790 (0.1813)  loss_bbox_aux_4: 0.1832 (0.1812)  loss_bbox_aux_5: 0.2497 (0.2398)  loss_bbox_dn_0: 0.3679 (0.3330)  loss_bbox_dn_1: 0.2813 (0.2627)  loss_bbox_dn_2: 0.2501 (0.2424)  loss_bbox_dn_3: 0.2420 (0.2344)  loss_bbox_dn_4: 0.2409 (0.2320)  loss_bbox_dn_5: 0.2409 (0.2320)  loss_giou: 0.4556 (0.5308)  loss_giou_aux_0: 0.4941 (0.5589)  loss_giou_aux_1: 0.4665 (0.5401)  loss_giou_aux_2: 0.4717 (0.5349)  loss_giou_aux_3: 0.4565 (0.5318)  loss_giou_aux_4: 0.4687 (0.5310)  loss_giou_aux_5: 0.5867 (0.6344)  loss_giou_dn_0: 0.6448 (0.6700)  loss_giou_dn_1: 0.5321 (0.5665)  loss_giou_dn_2: 0.5125 (0.5404)  loss_giou_dn_3: 0.5033 (0.5318)  loss_giou_dn_4: 0.5019 (0.5295)  loss_giou_dn_5: 0.5027 (0.5296)  loss_vfl: 0.6963 (0.7416)  loss_vfl_aux_0: 0.8920 (0.8789)  loss_vfl_aux_1: 0.8038 (0.8290)  loss_vfl_aux_2: 0.7484 (0.7768)  loss_vfl_aux_3: 0.7324 (0.7532)  loss_vfl_aux_4: 0.7129 (0.7442)  loss_vfl_aux_5: 0.8656 (0.8507)  loss_vfl_dn_0: 0.4773 (0.4791)  loss_vfl_dn_1: 0.4173 (0.4245)  loss_vfl_dn_2: 0.4022 (0.4068)  loss_vfl_dn_3: 0.3946 (0.3990)  loss_vfl_dn_4: 0.3919 (0.3962)  loss_vfl_dn_5: 0.3902 (0.3956)  time: 0.4606  data: 0.0138  max mem: 5653
Epoch: [11]  [6300/7393]  eta: 0:08:42  lr: 0.000010  loss: 17.8450 (18.1902)  loss_bbox: 0.1780 (0.1812)  loss_bbox_aux_0: 0.1946 (0.1956)  loss_bbox_aux_1: 0.1868 (0.1856)  loss_bbox_aux_2: 0.1834 (0.1829)  loss_bbox_aux_3: 0.1765 (0.1813)  loss_bbox_aux_4: 0.1748 (0.1812)  loss_bbox_aux_5: 0.2370 (0.2398)  loss_bbox_dn_0: 0.3091 (0.3332)  loss_bbox_dn_1: 0.2495 (0.2628)  loss_bbox_dn_2: 0.2304 (0.2425)  loss_bbox_dn_3: 0.2210 (0.2345)  loss_bbox_dn_4: 0.2162 (0.2321)  loss_bbox_dn_5: 0.2162 (0.2320)  loss_giou: 0.4382 (0.5307)  loss_giou_aux_0: 0.4850 (0.5588)  loss_giou_aux_1: 0.4566 (0.5401)  loss_giou_aux_2: 0.4527 (0.5349)  loss_giou_aux_3: 0.4351 (0.5318)  loss_giou_aux_4: 0.4384 (0.5310)  loss_giou_aux_5: 0.5728 (0.6344)  loss_giou_dn_0: 0.6283 (0.6700)  loss_giou_dn_1: 0.5183 (0.5665)  loss_giou_dn_2: 0.4867 (0.5404)  loss_giou_dn_3: 0.4735 (0.5317)  loss_giou_dn_4: 0.4708 (0.5294)  loss_giou_dn_5: 0.4709 (0.5296)  loss_vfl: 0.7537 (0.7418)  loss_vfl_aux_0: 0.8710 (0.8789)  loss_vfl_aux_1: 0.8284 (0.8290)  loss_vfl_aux_2: 0.7813 (0.7769)  loss_vfl_aux_3: 0.7649 (0.7533)  loss_vfl_aux_4: 0.7463 (0.7443)  loss_vfl_aux_5: 0.8900 (0.8508)  loss_vfl_dn_0: 0.4792 (0.4791)  loss_vfl_dn_1: 0.4222 (0.4245)  loss_vfl_dn_2: 0.4011 (0.4067)  loss_vfl_dn_3: 0.3962 (0.3990)  loss_vfl_dn_4: 0.3956 (0.3962)  loss_vfl_dn_5: 0.3924 (0.3956)  time: 0.4565  data: 0.0141  max mem: 5653
Epoch: [11]  [6400/7393]  eta: 0:07:54  lr: 0.000010  loss: 17.8042 (18.1907)  loss_bbox: 0.1705 (0.1814)  loss_bbox_aux_0: 0.1916 (0.1957)  loss_bbox_aux_1: 0.1798 (0.1857)  loss_bbox_aux_2: 0.1760 (0.1830)  loss_bbox_aux_3: 0.1733 (0.1814)  loss_bbox_aux_4: 0.1739 (0.1813)  loss_bbox_aux_5: 0.2395 (0.2399)  loss_bbox_dn_0: 0.3500 (0.3334)  loss_bbox_dn_1: 0.2669 (0.2630)  loss_bbox_dn_2: 0.2350 (0.2427)  loss_bbox_dn_3: 0.2257 (0.2346)  loss_bbox_dn_4: 0.2240 (0.2323)  loss_bbox_dn_5: 0.2239 (0.2322)  loss_giou: 0.4575 (0.5307)  loss_giou_aux_0: 0.5054 (0.5588)  loss_giou_aux_1: 0.4638 (0.5401)  loss_giou_aux_2: 0.4610 (0.5348)  loss_giou_aux_3: 0.4553 (0.5317)  loss_giou_aux_4: 0.4593 (0.5310)  loss_giou_aux_5: 0.5637 (0.6344)  loss_giou_dn_0: 0.6465 (0.6700)  loss_giou_dn_1: 0.5320 (0.5664)  loss_giou_dn_2: 0.5037 (0.5403)  loss_giou_dn_3: 0.4935 (0.5317)  loss_giou_dn_4: 0.4910 (0.5294)  loss_giou_dn_5: 0.4910 (0.5295)  loss_vfl: 0.6897 (0.7417)  loss_vfl_aux_0: 0.8520 (0.8788)  loss_vfl_aux_1: 0.8359 (0.8288)  loss_vfl_aux_2: 0.7625 (0.7768)  loss_vfl_aux_3: 0.7370 (0.7532)  loss_vfl_aux_4: 0.7131 (0.7442)  loss_vfl_aux_5: 0.8690 (0.8508)  loss_vfl_dn_0: 0.4776 (0.4791)  loss_vfl_dn_1: 0.4198 (0.4245)  loss_vfl_dn_2: 0.3988 (0.4067)  loss_vfl_dn_3: 0.3912 (0.3990)  loss_vfl_dn_4: 0.3884 (0.3962)  loss_vfl_dn_5: 0.3877 (0.3955)  time: 0.4752  data: 0.0139  max mem: 5653
Epoch: [11]  [6500/7393]  eta: 0:07:06  lr: 0.000010  loss: 17.6895 (18.1889)  loss_bbox: 0.1593 (0.1813)  loss_bbox_aux_0: 0.1747 (0.1956)  loss_bbox_aux_1: 0.1667 (0.1856)  loss_bbox_aux_2: 0.1670 (0.1829)  loss_bbox_aux_3: 0.1608 (0.1814)  loss_bbox_aux_4: 0.1590 (0.1812)  loss_bbox_aux_5: 0.2180 (0.2398)  loss_bbox_dn_0: 0.2640 (0.3332)  loss_bbox_dn_1: 0.2032 (0.2628)  loss_bbox_dn_2: 0.1866 (0.2425)  loss_bbox_dn_3: 0.1821 (0.2344)  loss_bbox_dn_4: 0.1809 (0.2321)  loss_bbox_dn_5: 0.1803 (0.2320)  loss_giou: 0.5264 (0.5307)  loss_giou_aux_0: 0.5665 (0.5588)  loss_giou_aux_1: 0.5424 (0.5401)  loss_giou_aux_2: 0.5371 (0.5348)  loss_giou_aux_3: 0.5301 (0.5317)  loss_giou_aux_4: 0.5259 (0.5310)  loss_giou_aux_5: 0.6545 (0.6343)  loss_giou_dn_0: 0.6752 (0.6700)  loss_giou_dn_1: 0.5646 (0.5664)  loss_giou_dn_2: 0.5434 (0.5403)  loss_giou_dn_3: 0.5344 (0.5317)  loss_giou_dn_4: 0.5349 (0.5294)  loss_giou_dn_5: 0.5349 (0.5295)  loss_vfl: 0.7534 (0.7417)  loss_vfl_aux_0: 0.8794 (0.8788)  loss_vfl_aux_1: 0.7978 (0.8287)  loss_vfl_aux_2: 0.7651 (0.7768)  loss_vfl_aux_3: 0.7473 (0.7533)  loss_vfl_aux_4: 0.7568 (0.7442)  loss_vfl_aux_5: 0.8114 (0.8507)  loss_vfl_dn_0: 0.4797 (0.4791)  loss_vfl_dn_1: 0.4283 (0.4245)  loss_vfl_dn_2: 0.4104 (0.4067)  loss_vfl_dn_3: 0.4030 (0.3990)  loss_vfl_dn_4: 0.4004 (0.3962)  loss_vfl_dn_5: 0.3984 (0.3956)  time: 0.4623  data: 0.0138  max mem: 5653
Epoch: [11]  [6600/7393]  eta: 0:06:18  lr: 0.000010  loss: 17.5710 (18.1873)  loss_bbox: 0.1661 (0.1812)  loss_bbox_aux_0: 0.1736 (0.1955)  loss_bbox_aux_1: 0.1670 (0.1856)  loss_bbox_aux_2: 0.1660 (0.1828)  loss_bbox_aux_3: 0.1676 (0.1813)  loss_bbox_aux_4: 0.1637 (0.1811)  loss_bbox_aux_5: 0.2208 (0.2398)  loss_bbox_dn_0: 0.3004 (0.3331)  loss_bbox_dn_1: 0.2245 (0.2626)  loss_bbox_dn_2: 0.2027 (0.2424)  loss_bbox_dn_3: 0.1999 (0.2343)  loss_bbox_dn_4: 0.1965 (0.2320)  loss_bbox_dn_5: 0.1966 (0.2319)  loss_giou: 0.4889 (0.5309)  loss_giou_aux_0: 0.5340 (0.5590)  loss_giou_aux_1: 0.5211 (0.5403)  loss_giou_aux_2: 0.4956 (0.5350)  loss_giou_aux_3: 0.4892 (0.5319)  loss_giou_aux_4: 0.4876 (0.5312)  loss_giou_aux_5: 0.6015 (0.6345)  loss_giou_dn_0: 0.6442 (0.6700)  loss_giou_dn_1: 0.5385 (0.5664)  loss_giou_dn_2: 0.5148 (0.5403)  loss_giou_dn_3: 0.5057 (0.5317)  loss_giou_dn_4: 0.5042 (0.5294)  loss_giou_dn_5: 0.5046 (0.5295)  loss_vfl: 0.7268 (0.7415)  loss_vfl_aux_0: 0.8772 (0.8786)  loss_vfl_aux_1: 0.7881 (0.8284)  loss_vfl_aux_2: 0.7452 (0.7766)  loss_vfl_aux_3: 0.7320 (0.7531)  loss_vfl_aux_4: 0.7281 (0.7440)  loss_vfl_aux_5: 0.8080 (0.8505)  loss_vfl_dn_0: 0.4759 (0.4791)  loss_vfl_dn_1: 0.4227 (0.4245)  loss_vfl_dn_2: 0.4025 (0.4067)  loss_vfl_dn_3: 0.3955 (0.3990)  loss_vfl_dn_4: 0.3946 (0.3961)  loss_vfl_dn_5: 0.3954 (0.3955)  time: 0.4670  data: 0.0137  max mem: 5653
Epoch: [11]  [6700/7393]  eta: 0:05:30  lr: 0.000010  loss: 17.7138 (18.1838)  loss_bbox: 0.1672 (0.1812)  loss_bbox_aux_0: 0.1855 (0.1955)  loss_bbox_aux_1: 0.1800 (0.1856)  loss_bbox_aux_2: 0.1710 (0.1828)  loss_bbox_aux_3: 0.1759 (0.1813)  loss_bbox_aux_4: 0.1712 (0.1811)  loss_bbox_aux_5: 0.2334 (0.2397)  loss_bbox_dn_0: 0.3145 (0.3330)  loss_bbox_dn_1: 0.2459 (0.2625)  loss_bbox_dn_2: 0.2311 (0.2423)  loss_bbox_dn_3: 0.2250 (0.2342)  loss_bbox_dn_4: 0.2233 (0.2319)  loss_bbox_dn_5: 0.2234 (0.2318)  loss_giou: 0.4980 (0.5308)  loss_giou_aux_0: 0.5452 (0.5589)  loss_giou_aux_1: 0.5114 (0.5402)  loss_giou_aux_2: 0.5002 (0.5349)  loss_giou_aux_3: 0.4948 (0.5318)  loss_giou_aux_4: 0.4938 (0.5310)  loss_giou_aux_5: 0.6241 (0.6344)  loss_giou_dn_0: 0.6719 (0.6699)  loss_giou_dn_1: 0.5705 (0.5663)  loss_giou_dn_2: 0.5470 (0.5402)  loss_giou_dn_3: 0.5378 (0.5316)  loss_giou_dn_4: 0.5345 (0.5293)  loss_giou_dn_5: 0.5345 (0.5294)  loss_vfl: 0.6966 (0.7414)  loss_vfl_aux_0: 0.8264 (0.8784)  loss_vfl_aux_1: 0.7712 (0.8281)  loss_vfl_aux_2: 0.7133 (0.7765)  loss_vfl_aux_3: 0.7097 (0.7530)  loss_vfl_aux_4: 0.7025 (0.7440)  loss_vfl_aux_5: 0.7938 (0.8502)  loss_vfl_dn_0: 0.4698 (0.4790)  loss_vfl_dn_1: 0.4179 (0.4244)  loss_vfl_dn_2: 0.4001 (0.4066)  loss_vfl_dn_3: 0.3925 (0.3989)  loss_vfl_dn_4: 0.3908 (0.3961)  loss_vfl_dn_5: 0.3902 (0.3955)  time: 0.4649  data: 0.0137  max mem: 5653
Epoch: [11]  [6800/7393]  eta: 0:04:42  lr: 0.000010  loss: 17.4274 (18.1815)  loss_bbox: 0.1748 (0.1811)  loss_bbox_aux_0: 0.1959 (0.1955)  loss_bbox_aux_1: 0.1827 (0.1855)  loss_bbox_aux_2: 0.1770 (0.1827)  loss_bbox_aux_3: 0.1675 (0.1812)  loss_bbox_aux_4: 0.1766 (0.1810)  loss_bbox_aux_5: 0.2369 (0.2396)  loss_bbox_dn_0: 0.3208 (0.3328)  loss_bbox_dn_1: 0.2619 (0.2624)  loss_bbox_dn_2: 0.2447 (0.2421)  loss_bbox_dn_3: 0.2344 (0.2341)  loss_bbox_dn_4: 0.2338 (0.2317)  loss_bbox_dn_5: 0.2339 (0.2317)  loss_giou: 0.5087 (0.5309)  loss_giou_aux_0: 0.5143 (0.5589)  loss_giou_aux_1: 0.5210 (0.5403)  loss_giou_aux_2: 0.5184 (0.5350)  loss_giou_aux_3: 0.5094 (0.5319)  loss_giou_aux_4: 0.5127 (0.5311)  loss_giou_aux_5: 0.6085 (0.6344)  loss_giou_dn_0: 0.6562 (0.6699)  loss_giou_dn_1: 0.5413 (0.5663)  loss_giou_dn_2: 0.5144 (0.5402)  loss_giou_dn_3: 0.5127 (0.5316)  loss_giou_dn_4: 0.5093 (0.5293)  loss_giou_dn_5: 0.5093 (0.5294)  loss_vfl: 0.7380 (0.7412)  loss_vfl_aux_0: 0.8559 (0.8781)  loss_vfl_aux_1: 0.8175 (0.8278)  loss_vfl_aux_2: 0.7784 (0.7762)  loss_vfl_aux_3: 0.7449 (0.7528)  loss_vfl_aux_4: 0.7292 (0.7438)  loss_vfl_aux_5: 0.8316 (0.8501)  loss_vfl_dn_0: 0.4774 (0.4790)  loss_vfl_dn_1: 0.4202 (0.4245)  loss_vfl_dn_2: 0.4040 (0.4067)  loss_vfl_dn_3: 0.3978 (0.3990)  loss_vfl_dn_4: 0.3952 (0.3961)  loss_vfl_dn_5: 0.3944 (0.3955)  time: 0.4716  data: 0.0139  max mem: 5653
Epoch: [11]  [6900/7393]  eta: 0:03:55  lr: 0.000010  loss: 18.1275 (18.1810)  loss_bbox: 0.1865 (0.1812)  loss_bbox_aux_0: 0.2039 (0.1956)  loss_bbox_aux_1: 0.1854 (0.1856)  loss_bbox_aux_2: 0.1849 (0.1828)  loss_bbox_aux_3: 0.1740 (0.1813)  loss_bbox_aux_4: 0.1872 (0.1811)  loss_bbox_aux_5: 0.2412 (0.2397)  loss_bbox_dn_0: 0.3182 (0.3329)  loss_bbox_dn_1: 0.2618 (0.2624)  loss_bbox_dn_2: 0.2358 (0.2422)  loss_bbox_dn_3: 0.2281 (0.2341)  loss_bbox_dn_4: 0.2255 (0.2318)  loss_bbox_dn_5: 0.2252 (0.2317)  loss_giou: 0.4642 (0.5308)  loss_giou_aux_0: 0.4882 (0.5588)  loss_giou_aux_1: 0.4791 (0.5402)  loss_giou_aux_2: 0.4812 (0.5349)  loss_giou_aux_3: 0.4666 (0.5318)  loss_giou_aux_4: 0.4645 (0.5311)  loss_giou_aux_5: 0.5970 (0.6343)  loss_giou_dn_0: 0.6538 (0.6698)  loss_giou_dn_1: 0.5465 (0.5662)  loss_giou_dn_2: 0.5216 (0.5401)  loss_giou_dn_3: 0.5148 (0.5315)  loss_giou_dn_4: 0.5105 (0.5292)  loss_giou_dn_5: 0.5105 (0.5293)  loss_vfl: 0.7501 (0.7412)  loss_vfl_aux_0: 0.8435 (0.8782)  loss_vfl_aux_1: 0.8146 (0.8277)  loss_vfl_aux_2: 0.7715 (0.7762)  loss_vfl_aux_3: 0.7712 (0.7529)  loss_vfl_aux_4: 0.7443 (0.7438)  loss_vfl_aux_5: 0.8352 (0.8501)  loss_vfl_dn_0: 0.4779 (0.4790)  loss_vfl_dn_1: 0.4201 (0.4245)  loss_vfl_dn_2: 0.4034 (0.4067)  loss_vfl_dn_3: 0.3948 (0.3989)  loss_vfl_dn_4: 0.3934 (0.3961)  loss_vfl_dn_5: 0.3935 (0.3955)  time: 0.4675  data: 0.0141  max mem: 5653
Epoch: [11]  [7000/7393]  eta: 0:03:07  lr: 0.000010  loss: 17.4299 (18.1805)  loss_bbox: 0.1710 (0.1811)  loss_bbox_aux_0: 0.1865 (0.1955)  loss_bbox_aux_1: 0.1738 (0.1855)  loss_bbox_aux_2: 0.1780 (0.1827)  loss_bbox_aux_3: 0.1800 (0.1812)  loss_bbox_aux_4: 0.1716 (0.1810)  loss_bbox_aux_5: 0.2249 (0.2396)  loss_bbox_dn_0: 0.2687 (0.3327)  loss_bbox_dn_1: 0.2157 (0.2623)  loss_bbox_dn_2: 0.1994 (0.2420)  loss_bbox_dn_3: 0.1988 (0.2340)  loss_bbox_dn_4: 0.1933 (0.2316)  loss_bbox_dn_5: 0.1932 (0.2316)  loss_giou: 0.4560 (0.5309)  loss_giou_aux_0: 0.4813 (0.5589)  loss_giou_aux_1: 0.4615 (0.5403)  loss_giou_aux_2: 0.4655 (0.5350)  loss_giou_aux_3: 0.4629 (0.5319)  loss_giou_aux_4: 0.4582 (0.5312)  loss_giou_aux_5: 0.5524 (0.6344)  loss_giou_dn_0: 0.6134 (0.6698)  loss_giou_dn_1: 0.5155 (0.5662)  loss_giou_dn_2: 0.4932 (0.5401)  loss_giou_dn_3: 0.4857 (0.5315)  loss_giou_dn_4: 0.4839 (0.5292)  loss_giou_dn_5: 0.4839 (0.5293)  loss_vfl: 0.7130 (0.7414)  loss_vfl_aux_0: 0.8701 (0.8782)  loss_vfl_aux_1: 0.8180 (0.8277)  loss_vfl_aux_2: 0.7579 (0.7763)  loss_vfl_aux_3: 0.7330 (0.7530)  loss_vfl_aux_4: 0.7230 (0.7439)  loss_vfl_aux_5: 0.8241 (0.8501)  loss_vfl_dn_0: 0.4787 (0.4790)  loss_vfl_dn_1: 0.4214 (0.4244)  loss_vfl_dn_2: 0.4031 (0.4066)  loss_vfl_dn_3: 0.3923 (0.3989)  loss_vfl_dn_4: 0.3887 (0.3961)  loss_vfl_dn_5: 0.3865 (0.3954)  time: 0.4750  data: 0.0147  max mem: 5653
Epoch: [11]  [7100/7393]  eta: 0:02:19  lr: 0.000010  loss: 18.3725 (18.1798)  loss_bbox: 0.1625 (0.1810)  loss_bbox_aux_0: 0.1986 (0.1955)  loss_bbox_aux_1: 0.1767 (0.1855)  loss_bbox_aux_2: 0.1734 (0.1827)  loss_bbox_aux_3: 0.1699 (0.1812)  loss_bbox_aux_4: 0.1629 (0.1810)  loss_bbox_aux_5: 0.2367 (0.2396)  loss_bbox_dn_0: 0.3365 (0.3326)  loss_bbox_dn_1: 0.2534 (0.2622)  loss_bbox_dn_2: 0.2315 (0.2420)  loss_bbox_dn_3: 0.2219 (0.2339)  loss_bbox_dn_4: 0.2207 (0.2316)  loss_bbox_dn_5: 0.2206 (0.2315)  loss_giou: 0.5477 (0.5310)  loss_giou_aux_0: 0.5694 (0.5590)  loss_giou_aux_1: 0.5476 (0.5404)  loss_giou_aux_2: 0.5528 (0.5351)  loss_giou_aux_3: 0.5473 (0.5319)  loss_giou_aux_4: 0.5478 (0.5312)  loss_giou_aux_5: 0.6514 (0.6345)  loss_giou_dn_0: 0.6986 (0.6698)  loss_giou_dn_1: 0.5591 (0.5662)  loss_giou_dn_2: 0.5314 (0.5401)  loss_giou_dn_3: 0.5238 (0.5315)  loss_giou_dn_4: 0.5205 (0.5292)  loss_giou_dn_5: 0.5208 (0.5293)  loss_vfl: 0.7611 (0.7415)  loss_vfl_aux_0: 0.8976 (0.8781)  loss_vfl_aux_1: 0.8222 (0.8275)  loss_vfl_aux_2: 0.8001 (0.7763)  loss_vfl_aux_3: 0.7695 (0.7530)  loss_vfl_aux_4: 0.7642 (0.7440)  loss_vfl_aux_5: 0.8604 (0.8500)  loss_vfl_dn_0: 0.4764 (0.4790)  loss_vfl_dn_1: 0.4234 (0.4244)  loss_vfl_dn_2: 0.4036 (0.4066)  loss_vfl_dn_3: 0.4013 (0.3989)  loss_vfl_dn_4: 0.3949 (0.3960)  loss_vfl_dn_5: 0.3943 (0.3954)  time: 0.4842  data: 0.0155  max mem: 5653
Epoch: [11]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 18.6381 (18.1802)  loss_bbox: 0.1955 (0.1810)  loss_bbox_aux_0: 0.2151 (0.1955)  loss_bbox_aux_1: 0.2035 (0.1855)  loss_bbox_aux_2: 0.1952 (0.1827)  loss_bbox_aux_3: 0.1989 (0.1811)  loss_bbox_aux_4: 0.1942 (0.1810)  loss_bbox_aux_5: 0.2526 (0.2395)  loss_bbox_dn_0: 0.3818 (0.3326)  loss_bbox_dn_1: 0.3129 (0.2622)  loss_bbox_dn_2: 0.2843 (0.2420)  loss_bbox_dn_3: 0.2781 (0.2340)  loss_bbox_dn_4: 0.2780 (0.2316)  loss_bbox_dn_5: 0.2778 (0.2315)  loss_giou: 0.4980 (0.5311)  loss_giou_aux_0: 0.5224 (0.5591)  loss_giou_aux_1: 0.4976 (0.5405)  loss_giou_aux_2: 0.5012 (0.5352)  loss_giou_aux_3: 0.4930 (0.5320)  loss_giou_aux_4: 0.4983 (0.5313)  loss_giou_aux_5: 0.5670 (0.6345)  loss_giou_dn_0: 0.6406 (0.6698)  loss_giou_dn_1: 0.5305 (0.5662)  loss_giou_dn_2: 0.5014 (0.5402)  loss_giou_dn_3: 0.4931 (0.5315)  loss_giou_dn_4: 0.4908 (0.5292)  loss_giou_dn_5: 0.4907 (0.5294)  loss_vfl: 0.7652 (0.7414)  loss_vfl_aux_0: 0.8990 (0.8780)  loss_vfl_aux_1: 0.8444 (0.8274)  loss_vfl_aux_2: 0.7873 (0.7762)  loss_vfl_aux_3: 0.7656 (0.7530)  loss_vfl_aux_4: 0.7628 (0.7439)  loss_vfl_aux_5: 0.8629 (0.8500)  loss_vfl_dn_0: 0.4808 (0.4789)  loss_vfl_dn_1: 0.4293 (0.4244)  loss_vfl_dn_2: 0.4090 (0.4066)  loss_vfl_dn_3: 0.3983 (0.3989)  loss_vfl_dn_4: 0.3975 (0.3960)  loss_vfl_dn_5: 0.3989 (0.3954)  time: 0.4706  data: 0.0139  max mem: 5653
Epoch: [11]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 18.4549 (18.1792)  loss_bbox: 0.1759 (0.1809)  loss_bbox_aux_0: 0.1843 (0.1954)  loss_bbox_aux_1: 0.1747 (0.1854)  loss_bbox_aux_2: 0.1702 (0.1826)  loss_bbox_aux_3: 0.1730 (0.1810)  loss_bbox_aux_4: 0.1754 (0.1809)  loss_bbox_aux_5: 0.2227 (0.2394)  loss_bbox_dn_0: 0.3354 (0.3324)  loss_bbox_dn_1: 0.2630 (0.2621)  loss_bbox_dn_2: 0.2306 (0.2419)  loss_bbox_dn_3: 0.2202 (0.2339)  loss_bbox_dn_4: 0.2139 (0.2315)  loss_bbox_dn_5: 0.2123 (0.2314)  loss_giou: 0.5382 (0.5311)  loss_giou_aux_0: 0.5485 (0.5591)  loss_giou_aux_1: 0.5346 (0.5405)  loss_giou_aux_2: 0.5296 (0.5352)  loss_giou_aux_3: 0.5246 (0.5321)  loss_giou_aux_4: 0.5260 (0.5314)  loss_giou_aux_5: 0.6258 (0.6346)  loss_giou_dn_0: 0.6775 (0.6698)  loss_giou_dn_1: 0.5771 (0.5662)  loss_giou_dn_2: 0.5520 (0.5402)  loss_giou_dn_3: 0.5463 (0.5316)  loss_giou_dn_4: 0.5442 (0.5293)  loss_giou_dn_5: 0.5447 (0.5294)  loss_vfl: 0.7085 (0.7414)  loss_vfl_aux_0: 0.8557 (0.8779)  loss_vfl_aux_1: 0.8023 (0.8272)  loss_vfl_aux_2: 0.7487 (0.7761)  loss_vfl_aux_3: 0.7185 (0.7529)  loss_vfl_aux_4: 0.7131 (0.7439)  loss_vfl_aux_5: 0.8520 (0.8500)  loss_vfl_dn_0: 0.4722 (0.4790)  loss_vfl_dn_1: 0.4248 (0.4244)  loss_vfl_dn_2: 0.4066 (0.4066)  loss_vfl_dn_3: 0.3970 (0.3989)  loss_vfl_dn_4: 0.3941 (0.3960)  loss_vfl_dn_5: 0.3942 (0.3954)  time: 0.4658  data: 0.0138  max mem: 5653
Epoch: [11]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 17.4985 (18.1770)  loss_bbox: 0.1709 (0.1809)  loss_bbox_aux_0: 0.1816 (0.1954)  loss_bbox_aux_1: 0.1714 (0.1854)  loss_bbox_aux_2: 0.1646 (0.1825)  loss_bbox_aux_3: 0.1599 (0.1810)  loss_bbox_aux_4: 0.1745 (0.1809)  loss_bbox_aux_5: 0.2310 (0.2394)  loss_bbox_dn_0: 0.2975 (0.3324)  loss_bbox_dn_1: 0.2271 (0.2620)  loss_bbox_dn_2: 0.2139 (0.2419)  loss_bbox_dn_3: 0.2083 (0.2338)  loss_bbox_dn_4: 0.2058 (0.2315)  loss_bbox_dn_5: 0.2058 (0.2314)  loss_giou: 0.5071 (0.5310)  loss_giou_aux_0: 0.5286 (0.5589)  loss_giou_aux_1: 0.5247 (0.5404)  loss_giou_aux_2: 0.5090 (0.5350)  loss_giou_aux_3: 0.5077 (0.5319)  loss_giou_aux_4: 0.5072 (0.5312)  loss_giou_aux_5: 0.6107 (0.6344)  loss_giou_dn_0: 0.6523 (0.6696)  loss_giou_dn_1: 0.5419 (0.5660)  loss_giou_dn_2: 0.5164 (0.5400)  loss_giou_dn_3: 0.5116 (0.5314)  loss_giou_dn_4: 0.5101 (0.5291)  loss_giou_dn_5: 0.5100 (0.5292)  loss_vfl: 0.7490 (0.7414)  loss_vfl_aux_0: 0.9137 (0.8781)  loss_vfl_aux_1: 0.8590 (0.8272)  loss_vfl_aux_2: 0.8061 (0.7763)  loss_vfl_aux_3: 0.7529 (0.7530)  loss_vfl_aux_4: 0.7491 (0.7439)  loss_vfl_aux_5: 0.8930 (0.8503)  loss_vfl_dn_0: 0.4765 (0.4790)  loss_vfl_dn_1: 0.4168 (0.4244)  loss_vfl_dn_2: 0.4009 (0.4066)  loss_vfl_dn_3: 0.3946 (0.3989)  loss_vfl_dn_4: 0.3931 (0.3960)  loss_vfl_dn_5: 0.3902 (0.3954)  time: 0.4772  data: 0.0149  max mem: 5653
Epoch: [11] Total time: 0:58:49 (0.4774 s / it)
Averaged stats: lr: 0.000010  loss: 17.4985 (18.1770)  loss_bbox: 0.1709 (0.1809)  loss_bbox_aux_0: 0.1816 (0.1954)  loss_bbox_aux_1: 0.1714 (0.1854)  loss_bbox_aux_2: 0.1646 (0.1825)  loss_bbox_aux_3: 0.1599 (0.1810)  loss_bbox_aux_4: 0.1745 (0.1809)  loss_bbox_aux_5: 0.2310 (0.2394)  loss_bbox_dn_0: 0.2975 (0.3324)  loss_bbox_dn_1: 0.2271 (0.2620)  loss_bbox_dn_2: 0.2139 (0.2419)  loss_bbox_dn_3: 0.2083 (0.2338)  loss_bbox_dn_4: 0.2058 (0.2315)  loss_bbox_dn_5: 0.2058 (0.2314)  loss_giou: 0.5071 (0.5310)  loss_giou_aux_0: 0.5286 (0.5589)  loss_giou_aux_1: 0.5247 (0.5404)  loss_giou_aux_2: 0.5090 (0.5350)  loss_giou_aux_3: 0.5077 (0.5319)  loss_giou_aux_4: 0.5072 (0.5312)  loss_giou_aux_5: 0.6107 (0.6344)  loss_giou_dn_0: 0.6523 (0.6696)  loss_giou_dn_1: 0.5419 (0.5660)  loss_giou_dn_2: 0.5164 (0.5400)  loss_giou_dn_3: 0.5116 (0.5314)  loss_giou_dn_4: 0.5101 (0.5291)  loss_giou_dn_5: 0.5100 (0.5292)  loss_vfl: 0.7490 (0.7414)  loss_vfl_aux_0: 0.9137 (0.8781)  loss_vfl_aux_1: 0.8590 (0.8272)  loss_vfl_aux_2: 0.8061 (0.7763)  loss_vfl_aux_3: 0.7529 (0.7530)  loss_vfl_aux_4: 0.7491 (0.7439)  loss_vfl_aux_5: 0.8930 (0.8503)  loss_vfl_dn_0: 0.4765 (0.4790)  loss_vfl_dn_1: 0.4168 (0.4244)  loss_vfl_dn_2: 0.4009 (0.4066)  loss_vfl_dn_3: 0.3946 (0.3989)  loss_vfl_dn_4: 0.3931 (0.3960)  loss_vfl_dn_5: 0.3902 (0.3954)
Test:  [  0/157]  eta: 0:04:01    time: 1.5384  data: 1.1234  max mem: 5653
Test:  [ 10/157]  eta: 0:01:14    time: 0.5042  data: 0.1254  max mem: 5653
Test:  [ 20/157]  eta: 0:01:01    time: 0.3912  data: 0.0257  max mem: 5653
Test:  [ 30/157]  eta: 0:01:19    time: 0.6936  data: 0.0260  max mem: 5653
Test:  [ 40/157]  eta: 0:01:06    time: 0.6948  data: 0.0264  max mem: 5653
Test:  [ 50/157]  eta: 0:00:57    time: 0.3876  data: 0.0263  max mem: 5653
Test:  [ 60/157]  eta: 0:00:49    time: 0.3942  data: 0.0264  max mem: 5653
Test:  [ 70/157]  eta: 0:00:42    time: 0.3886  data: 0.0266  max mem: 5653
Test:  [ 80/157]  eta: 0:00:36    time: 0.3881  data: 0.0261  max mem: 5653
Test:  [ 90/157]  eta: 0:00:31    time: 0.3915  data: 0.0259  max mem: 5653
Test:  [100/157]  eta: 0:00:26    time: 0.3819  data: 0.0259  max mem: 5653
Test:  [110/157]  eta: 0:00:21    time: 0.3845  data: 0.0256  max mem: 5653
Test:  [120/157]  eta: 0:00:16    time: 0.3843  data: 0.0259  max mem: 5653
Test:  [130/157]  eta: 0:00:11    time: 0.3802  data: 0.0260  max mem: 5653
Test:  [140/157]  eta: 0:00:08    time: 0.6437  data: 0.2932  max mem: 5653
Test:  [150/157]  eta: 0:00:03    time: 0.6302  data: 0.2931  max mem: 5653
Test:  [156/157]  eta: 0:00:00    time: 0.6203  data: 0.2928  max mem: 5653
Test: Total time: 0:01:13 (0.4655 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=31.03s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.485
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.662
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.525
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.300
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.532
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.668
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.373
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.622
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.695
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.508
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.744
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.877
best_stat:  {'epoch': 11, 'coco_eval_bbox': 0.48516061092978796}
Epoch: [12]  [   0/7393]  eta: 12:04:43  lr: 0.000010  loss: 15.5528 (15.5528)  loss_bbox: 0.1768 (0.1768)  loss_bbox_aux_0: 0.2048 (0.2048)  loss_bbox_aux_1: 0.1931 (0.1931)  loss_bbox_aux_2: 0.1901 (0.1901)  loss_bbox_aux_3: 0.1791 (0.1791)  loss_bbox_aux_4: 0.1767 (0.1767)  loss_bbox_aux_5: 0.2559 (0.2559)  loss_bbox_dn_0: 0.3993 (0.3993)  loss_bbox_dn_1: 0.3037 (0.3037)  loss_bbox_dn_2: 0.2702 (0.2702)  loss_bbox_dn_3: 0.2608 (0.2608)  loss_bbox_dn_4: 0.2546 (0.2546)  loss_bbox_dn_5: 0.2548 (0.2548)  loss_giou: 0.3164 (0.3164)  loss_giou_aux_0: 0.3479 (0.3479)  loss_giou_aux_1: 0.3413 (0.3413)  loss_giou_aux_2: 0.3262 (0.3262)  loss_giou_aux_3: 0.3192 (0.3192)  loss_giou_aux_4: 0.3162 (0.3162)  loss_giou_aux_5: 0.4469 (0.4469)  loss_giou_dn_0: 0.5234 (0.5234)  loss_giou_dn_1: 0.4054 (0.4054)  loss_giou_dn_2: 0.3723 (0.3723)  loss_giou_dn_3: 0.3624 (0.3624)  loss_giou_dn_4: 0.3588 (0.3588)  loss_giou_dn_5: 0.3588 (0.3588)  loss_vfl: 0.6732 (0.6732)  loss_vfl_aux_0: 0.9015 (0.9015)  loss_vfl_aux_1: 0.7357 (0.7357)  loss_vfl_aux_2: 0.6761 (0.6761)  loss_vfl_aux_3: 0.7070 (0.7070)  loss_vfl_aux_4: 0.6786 (0.6786)  loss_vfl_aux_5: 0.8961 (0.8961)  loss_vfl_dn_0: 0.4814 (0.4814)  loss_vfl_dn_1: 0.4034 (0.4034)  loss_vfl_dn_2: 0.3795 (0.3795)  loss_vfl_dn_3: 0.3735 (0.3735)  loss_vfl_dn_4: 0.3662 (0.3662)  loss_vfl_dn_5: 0.3655 (0.3655)  time: 5.8817  data: 1.3699  max mem: 5653
Epoch: [12]  [ 100/7393]  eta: 1:04:53  lr: 0.000010  loss: 18.7456 (17.9346)  loss_bbox: 0.1821 (0.1829)  loss_bbox_aux_0: 0.1937 (0.1968)  loss_bbox_aux_1: 0.1939 (0.1890)  loss_bbox_aux_2: 0.1862 (0.1848)  loss_bbox_aux_3: 0.1841 (0.1834)  loss_bbox_aux_4: 0.1812 (0.1830)  loss_bbox_aux_5: 0.2397 (0.2424)  loss_bbox_dn_0: 0.3226 (0.3441)  loss_bbox_dn_1: 0.2397 (0.2693)  loss_bbox_dn_2: 0.2283 (0.2466)  loss_bbox_dn_3: 0.2239 (0.2380)  loss_bbox_dn_4: 0.2244 (0.2354)  loss_bbox_dn_5: 0.2247 (0.2353)  loss_giou: 0.5195 (0.5144)  loss_giou_aux_0: 0.5369 (0.5401)  loss_giou_aux_1: 0.5132 (0.5252)  loss_giou_aux_2: 0.5158 (0.5184)  loss_giou_aux_3: 0.5158 (0.5152)  loss_giou_aux_4: 0.5189 (0.5148)  loss_giou_aux_5: 0.6517 (0.6185)  loss_giou_dn_0: 0.6751 (0.6569)  loss_giou_dn_1: 0.5679 (0.5519)  loss_giou_dn_2: 0.5453 (0.5254)  loss_giou_dn_3: 0.5366 (0.5165)  loss_giou_dn_4: 0.5346 (0.5140)  loss_giou_dn_5: 0.5348 (0.5141)  loss_vfl: 0.7287 (0.7290)  loss_vfl_aux_0: 0.8648 (0.8757)  loss_vfl_aux_1: 0.8046 (0.8106)  loss_vfl_aux_2: 0.7789 (0.7598)  loss_vfl_aux_3: 0.7507 (0.7418)  loss_vfl_aux_4: 0.7384 (0.7312)  loss_vfl_aux_5: 0.8131 (0.8498)  loss_vfl_dn_0: 0.4725 (0.4783)  loss_vfl_dn_1: 0.4218 (0.4214)  loss_vfl_dn_2: 0.4060 (0.4023)  loss_vfl_dn_3: 0.4022 (0.3951)  loss_vfl_dn_4: 0.4032 (0.3920)  loss_vfl_dn_5: 0.4031 (0.3913)  time: 0.4601  data: 0.0159  max mem: 5653
Epoch: [12]  [ 200/7393]  eta: 1:00:07  lr: 0.000010  loss: 17.7189 (17.9919)  loss_bbox: 0.1629 (0.1817)  loss_bbox_aux_0: 0.1752 (0.1962)  loss_bbox_aux_1: 0.1695 (0.1883)  loss_bbox_aux_2: 0.1654 (0.1842)  loss_bbox_aux_3: 0.1598 (0.1818)  loss_bbox_aux_4: 0.1624 (0.1821)  loss_bbox_aux_5: 0.2131 (0.2412)  loss_bbox_dn_0: 0.2803 (0.3354)  loss_bbox_dn_1: 0.2254 (0.2634)  loss_bbox_dn_2: 0.2053 (0.2425)  loss_bbox_dn_3: 0.1939 (0.2342)  loss_bbox_dn_4: 0.1898 (0.2317)  loss_bbox_dn_5: 0.1896 (0.2316)  loss_giou: 0.5420 (0.5184)  loss_giou_aux_0: 0.5486 (0.5444)  loss_giou_aux_1: 0.5394 (0.5290)  loss_giou_aux_2: 0.5334 (0.5231)  loss_giou_aux_3: 0.5382 (0.5187)  loss_giou_aux_4: 0.5333 (0.5191)  loss_giou_aux_5: 0.6191 (0.6231)  loss_giou_dn_0: 0.6642 (0.6627)  loss_giou_dn_1: 0.5646 (0.5580)  loss_giou_dn_2: 0.5395 (0.5314)  loss_giou_dn_3: 0.5302 (0.5226)  loss_giou_dn_4: 0.5265 (0.5202)  loss_giou_dn_5: 0.5264 (0.5203)  loss_vfl: 0.7061 (0.7340)  loss_vfl_aux_0: 0.8307 (0.8770)  loss_vfl_aux_1: 0.7806 (0.8113)  loss_vfl_aux_2: 0.7341 (0.7648)  loss_vfl_aux_3: 0.7153 (0.7479)  loss_vfl_aux_4: 0.7066 (0.7365)  loss_vfl_aux_5: 0.8112 (0.8472)  loss_vfl_dn_0: 0.4748 (0.4785)  loss_vfl_dn_1: 0.4199 (0.4226)  loss_vfl_dn_2: 0.4014 (0.4038)  loss_vfl_dn_3: 0.3950 (0.3966)  loss_vfl_dn_4: 0.3954 (0.3936)  loss_vfl_dn_5: 0.3954 (0.3929)  time: 0.4799  data: 0.0157  max mem: 5653
Epoch: [12]  [ 300/7393]  eta: 0:58:05  lr: 0.000010  loss: 17.6707 (17.9892)  loss_bbox: 0.1662 (0.1798)  loss_bbox_aux_0: 0.1755 (0.1940)  loss_bbox_aux_1: 0.1708 (0.1860)  loss_bbox_aux_2: 0.1648 (0.1824)  loss_bbox_aux_3: 0.1630 (0.1799)  loss_bbox_aux_4: 0.1673 (0.1803)  loss_bbox_aux_5: 0.2269 (0.2385)  loss_bbox_dn_0: 0.3260 (0.3336)  loss_bbox_dn_1: 0.2512 (0.2619)  loss_bbox_dn_2: 0.2289 (0.2411)  loss_bbox_dn_3: 0.2183 (0.2331)  loss_bbox_dn_4: 0.2179 (0.2308)  loss_bbox_dn_5: 0.2177 (0.2307)  loss_giou: 0.4620 (0.5173)  loss_giou_aux_0: 0.4930 (0.5432)  loss_giou_aux_1: 0.4800 (0.5278)  loss_giou_aux_2: 0.4829 (0.5224)  loss_giou_aux_3: 0.4663 (0.5183)  loss_giou_aux_4: 0.4666 (0.5180)  loss_giou_aux_5: 0.5765 (0.6202)  loss_giou_dn_0: 0.6409 (0.6640)  loss_giou_dn_1: 0.5349 (0.5590)  loss_giou_dn_2: 0.5150 (0.5321)  loss_giou_dn_3: 0.5064 (0.5235)  loss_giou_dn_4: 0.5022 (0.5211)  loss_giou_dn_5: 0.5022 (0.5212)  loss_vfl: 0.7283 (0.7383)  loss_vfl_aux_0: 0.8509 (0.8779)  loss_vfl_aux_1: 0.8068 (0.8140)  loss_vfl_aux_2: 0.7565 (0.7669)  loss_vfl_aux_3: 0.7591 (0.7507)  loss_vfl_aux_4: 0.7388 (0.7408)  loss_vfl_aux_5: 0.8517 (0.8505)  loss_vfl_dn_0: 0.4771 (0.4782)  loss_vfl_dn_1: 0.4226 (0.4226)  loss_vfl_dn_2: 0.4041 (0.4045)  loss_vfl_dn_3: 0.3971 (0.3971)  loss_vfl_dn_4: 0.3941 (0.3942)  loss_vfl_dn_5: 0.3918 (0.3935)  time: 0.4722  data: 0.0152  max mem: 5653
Epoch: [12]  [ 400/7393]  eta: 0:56:37  lr: 0.000010  loss: 18.5617 (17.9976)  loss_bbox: 0.1778 (0.1797)  loss_bbox_aux_0: 0.1850 (0.1943)  loss_bbox_aux_1: 0.1787 (0.1858)  loss_bbox_aux_2: 0.1765 (0.1821)  loss_bbox_aux_3: 0.1811 (0.1798)  loss_bbox_aux_4: 0.1776 (0.1801)  loss_bbox_aux_5: 0.2363 (0.2388)  loss_bbox_dn_0: 0.2930 (0.3310)  loss_bbox_dn_1: 0.2343 (0.2606)  loss_bbox_dn_2: 0.2200 (0.2401)  loss_bbox_dn_3: 0.2102 (0.2321)  loss_bbox_dn_4: 0.2087 (0.2299)  loss_bbox_dn_5: 0.2087 (0.2298)  loss_giou: 0.5462 (0.5199)  loss_giou_aux_0: 0.5746 (0.5458)  loss_giou_aux_1: 0.5629 (0.5297)  loss_giou_aux_2: 0.5486 (0.5244)  loss_giou_aux_3: 0.5465 (0.5211)  loss_giou_aux_4: 0.5448 (0.5206)  loss_giou_aux_5: 0.6567 (0.6230)  loss_giou_dn_0: 0.6850 (0.6633)  loss_giou_dn_1: 0.5765 (0.5585)  loss_giou_dn_2: 0.5498 (0.5318)  loss_giou_dn_3: 0.5437 (0.5232)  loss_giou_dn_4: 0.5413 (0.5208)  loss_giou_dn_5: 0.5410 (0.5209)  loss_vfl: 0.7297 (0.7384)  loss_vfl_aux_0: 0.8409 (0.8761)  loss_vfl_aux_1: 0.8116 (0.8155)  loss_vfl_aux_2: 0.7431 (0.7690)  loss_vfl_aux_3: 0.7364 (0.7506)  loss_vfl_aux_4: 0.7251 (0.7411)  loss_vfl_aux_5: 0.8503 (0.8494)  loss_vfl_dn_0: 0.4749 (0.4779)  loss_vfl_dn_1: 0.4286 (0.4227)  loss_vfl_dn_2: 0.4131 (0.4046)  loss_vfl_dn_3: 0.4098 (0.3972)  loss_vfl_dn_4: 0.4080 (0.3942)  loss_vfl_dn_5: 0.4084 (0.3937)  time: 0.4619  data: 0.0146  max mem: 5653
Epoch: [12]  [ 500/7393]  eta: 0:55:33  lr: 0.000010  loss: 17.6796 (17.9777)  loss_bbox: 0.1586 (0.1804)  loss_bbox_aux_0: 0.1716 (0.1955)  loss_bbox_aux_1: 0.1673 (0.1860)  loss_bbox_aux_2: 0.1647 (0.1827)  loss_bbox_aux_3: 0.1587 (0.1807)  loss_bbox_aux_4: 0.1586 (0.1807)  loss_bbox_aux_5: 0.2120 (0.2397)  loss_bbox_dn_0: 0.3177 (0.3321)  loss_bbox_dn_1: 0.2457 (0.2611)  loss_bbox_dn_2: 0.2235 (0.2404)  loss_bbox_dn_3: 0.2129 (0.2324)  loss_bbox_dn_4: 0.2092 (0.2301)  loss_bbox_dn_5: 0.2088 (0.2301)  loss_giou: 0.4444 (0.5195)  loss_giou_aux_0: 0.4807 (0.5455)  loss_giou_aux_1: 0.4504 (0.5284)  loss_giou_aux_2: 0.4548 (0.5233)  loss_giou_aux_3: 0.4473 (0.5205)  loss_giou_aux_4: 0.4557 (0.5201)  loss_giou_aux_5: 0.5739 (0.6231)  loss_giou_dn_0: 0.6059 (0.6616)  loss_giou_dn_1: 0.5074 (0.5571)  loss_giou_dn_2: 0.4819 (0.5304)  loss_giou_dn_3: 0.4719 (0.5217)  loss_giou_dn_4: 0.4698 (0.5194)  loss_giou_dn_5: 0.4699 (0.5195)  loss_vfl: 0.7311 (0.7356)  loss_vfl_aux_0: 0.8843 (0.8741)  loss_vfl_aux_1: 0.8206 (0.8148)  loss_vfl_aux_2: 0.7666 (0.7683)  loss_vfl_aux_3: 0.7480 (0.7479)  loss_vfl_aux_4: 0.7431 (0.7387)  loss_vfl_aux_5: 0.8640 (0.8477)  loss_vfl_dn_0: 0.4792 (0.4780)  loss_vfl_dn_1: 0.4159 (0.4224)  loss_vfl_dn_2: 0.4030 (0.4043)  loss_vfl_dn_3: 0.3915 (0.3968)  loss_vfl_dn_4: 0.3893 (0.3938)  loss_vfl_dn_5: 0.3888 (0.3931)  time: 0.4735  data: 0.0156  max mem: 5653
Epoch: [12]  [ 600/7393]  eta: 0:54:32  lr: 0.000010  loss: 18.0124 (18.0138)  loss_bbox: 0.1864 (0.1802)  loss_bbox_aux_0: 0.2015 (0.1950)  loss_bbox_aux_1: 0.1950 (0.1859)  loss_bbox_aux_2: 0.1855 (0.1824)  loss_bbox_aux_3: 0.1876 (0.1808)  loss_bbox_aux_4: 0.1833 (0.1806)  loss_bbox_aux_5: 0.2368 (0.2392)  loss_bbox_dn_0: 0.3328 (0.3310)  loss_bbox_dn_1: 0.2763 (0.2604)  loss_bbox_dn_2: 0.2487 (0.2399)  loss_bbox_dn_3: 0.2357 (0.2319)  loss_bbox_dn_4: 0.2320 (0.2297)  loss_bbox_dn_5: 0.2321 (0.2296)  loss_giou: 0.5176 (0.5226)  loss_giou_aux_0: 0.5504 (0.5487)  loss_giou_aux_1: 0.5298 (0.5318)  loss_giou_aux_2: 0.5210 (0.5267)  loss_giou_aux_3: 0.5210 (0.5240)  loss_giou_aux_4: 0.5172 (0.5234)  loss_giou_aux_5: 0.6189 (0.6259)  loss_giou_dn_0: 0.6662 (0.6638)  loss_giou_dn_1: 0.5774 (0.5595)  loss_giou_dn_2: 0.5440 (0.5328)  loss_giou_dn_3: 0.5312 (0.5242)  loss_giou_dn_4: 0.5295 (0.5219)  loss_giou_dn_5: 0.5296 (0.5220)  loss_vfl: 0.7870 (0.7365)  loss_vfl_aux_0: 0.8818 (0.8752)  loss_vfl_aux_1: 0.8441 (0.8148)  loss_vfl_aux_2: 0.7937 (0.7686)  loss_vfl_aux_3: 0.7806 (0.7477)  loss_vfl_aux_4: 0.7837 (0.7391)  loss_vfl_aux_5: 0.8594 (0.8482)  loss_vfl_dn_0: 0.4829 (0.4782)  loss_vfl_dn_1: 0.4188 (0.4226)  loss_vfl_dn_2: 0.4024 (0.4046)  loss_vfl_dn_3: 0.3914 (0.3971)  loss_vfl_dn_4: 0.3856 (0.3940)  loss_vfl_dn_5: 0.3849 (0.3934)  time: 0.4770  data: 0.0150  max mem: 5653
Epoch: [12]  [ 700/7393]  eta: 0:53:42  lr: 0.000010  loss: 17.2973 (17.9825)  loss_bbox: 0.1693 (0.1790)  loss_bbox_aux_0: 0.1872 (0.1937)  loss_bbox_aux_1: 0.1654 (0.1850)  loss_bbox_aux_2: 0.1750 (0.1812)  loss_bbox_aux_3: 0.1702 (0.1795)  loss_bbox_aux_4: 0.1683 (0.1793)  loss_bbox_aux_5: 0.2288 (0.2374)  loss_bbox_dn_0: 0.3079 (0.3286)  loss_bbox_dn_1: 0.2347 (0.2583)  loss_bbox_dn_2: 0.2206 (0.2381)  loss_bbox_dn_3: 0.2178 (0.2302)  loss_bbox_dn_4: 0.2141 (0.2279)  loss_bbox_dn_5: 0.2141 (0.2279)  loss_giou: 0.4570 (0.5225)  loss_giou_aux_0: 0.4804 (0.5489)  loss_giou_aux_1: 0.4408 (0.5319)  loss_giou_aux_2: 0.4559 (0.5267)  loss_giou_aux_3: 0.4472 (0.5239)  loss_giou_aux_4: 0.4480 (0.5231)  loss_giou_aux_5: 0.5273 (0.6256)  loss_giou_dn_0: 0.6095 (0.6630)  loss_giou_dn_1: 0.5004 (0.5583)  loss_giou_dn_2: 0.4746 (0.5318)  loss_giou_dn_3: 0.4656 (0.5233)  loss_giou_dn_4: 0.4652 (0.5209)  loss_giou_dn_5: 0.4648 (0.5210)  loss_vfl: 0.7455 (0.7360)  loss_vfl_aux_0: 0.9073 (0.8739)  loss_vfl_aux_1: 0.8389 (0.8142)  loss_vfl_aux_2: 0.7701 (0.7684)  loss_vfl_aux_3: 0.7556 (0.7473)  loss_vfl_aux_4: 0.7554 (0.7385)  loss_vfl_aux_5: 0.8644 (0.8477)  loss_vfl_dn_0: 0.4815 (0.4782)  loss_vfl_dn_1: 0.4242 (0.4226)  loss_vfl_dn_2: 0.4007 (0.4045)  loss_vfl_dn_3: 0.3916 (0.3970)  loss_vfl_dn_4: 0.3900 (0.3939)  loss_vfl_dn_5: 0.3923 (0.3933)  time: 0.4656  data: 0.0150  max mem: 5653
Epoch: [12]  [ 800/7393]  eta: 0:52:41  lr: 0.000010  loss: 18.6075 (18.0112)  loss_bbox: 0.2064 (0.1793)  loss_bbox_aux_0: 0.2092 (0.1941)  loss_bbox_aux_1: 0.2007 (0.1854)  loss_bbox_aux_2: 0.2081 (0.1818)  loss_bbox_aux_3: 0.2010 (0.1798)  loss_bbox_aux_4: 0.2064 (0.1795)  loss_bbox_aux_5: 0.2553 (0.2382)  loss_bbox_dn_0: 0.3815 (0.3299)  loss_bbox_dn_1: 0.3088 (0.2594)  loss_bbox_dn_2: 0.2781 (0.2391)  loss_bbox_dn_3: 0.2608 (0.2311)  loss_bbox_dn_4: 0.2608 (0.2289)  loss_bbox_dn_5: 0.2607 (0.2288)  loss_giou: 0.4787 (0.5237)  loss_giou_aux_0: 0.5105 (0.5502)  loss_giou_aux_1: 0.4697 (0.5331)  loss_giou_aux_2: 0.4775 (0.5280)  loss_giou_aux_3: 0.4774 (0.5251)  loss_giou_aux_4: 0.4785 (0.5242)  loss_giou_aux_5: 0.6036 (0.6269)  loss_giou_dn_0: 0.6436 (0.6639)  loss_giou_dn_1: 0.5471 (0.5593)  loss_giou_dn_2: 0.5187 (0.5329)  loss_giou_dn_3: 0.5061 (0.5242)  loss_giou_dn_4: 0.5018 (0.5219)  loss_giou_dn_5: 0.5017 (0.5220)  loss_vfl: 0.7764 (0.7370)  loss_vfl_aux_0: 0.8958 (0.8739)  loss_vfl_aux_1: 0.8765 (0.8154)  loss_vfl_aux_2: 0.8285 (0.7693)  loss_vfl_aux_3: 0.8129 (0.7480)  loss_vfl_aux_4: 0.7911 (0.7395)  loss_vfl_aux_5: 0.8569 (0.8468)  loss_vfl_dn_0: 0.4827 (0.4784)  loss_vfl_dn_1: 0.4212 (0.4226)  loss_vfl_dn_2: 0.4034 (0.4047)  loss_vfl_dn_3: 0.3981 (0.3971)  loss_vfl_dn_4: 0.3971 (0.3941)  loss_vfl_dn_5: 0.3982 (0.3934)  time: 0.4504  data: 0.0140  max mem: 5653
Epoch: [12]  [ 900/7393]  eta: 0:52:29  lr: 0.000010  loss: 18.2583 (18.0066)  loss_bbox: 0.1551 (0.1790)  loss_bbox_aux_0: 0.1698 (0.1940)  loss_bbox_aux_1: 0.1570 (0.1848)  loss_bbox_aux_2: 0.1553 (0.1813)  loss_bbox_aux_3: 0.1543 (0.1795)  loss_bbox_aux_4: 0.1551 (0.1792)  loss_bbox_aux_5: 0.2162 (0.2381)  loss_bbox_dn_0: 0.2985 (0.3297)  loss_bbox_dn_1: 0.2427 (0.2591)  loss_bbox_dn_2: 0.2213 (0.2388)  loss_bbox_dn_3: 0.2171 (0.2308)  loss_bbox_dn_4: 0.2170 (0.2286)  loss_bbox_dn_5: 0.2169 (0.2285)  loss_giou: 0.5734 (0.5239)  loss_giou_aux_0: 0.6016 (0.5509)  loss_giou_aux_1: 0.5800 (0.5333)  loss_giou_aux_2: 0.5618 (0.5281)  loss_giou_aux_3: 0.5768 (0.5254)  loss_giou_aux_4: 0.5735 (0.5245)  loss_giou_aux_5: 0.6608 (0.6273)  loss_giou_dn_0: 0.7077 (0.6640)  loss_giou_dn_1: 0.6025 (0.5594)  loss_giou_dn_2: 0.5790 (0.5329)  loss_giou_dn_3: 0.5709 (0.5242)  loss_giou_dn_4: 0.5695 (0.5219)  loss_giou_dn_5: 0.5693 (0.5220)  loss_vfl: 0.7503 (0.7367)  loss_vfl_aux_0: 0.8236 (0.8725)  loss_vfl_aux_1: 0.7886 (0.8157)  loss_vfl_aux_2: 0.7748 (0.7697)  loss_vfl_aux_3: 0.7597 (0.7478)  loss_vfl_aux_4: 0.7443 (0.7392)  loss_vfl_aux_5: 0.8237 (0.8463)  loss_vfl_dn_0: 0.4727 (0.4782)  loss_vfl_dn_1: 0.4273 (0.4225)  loss_vfl_dn_2: 0.4051 (0.4045)  loss_vfl_dn_3: 0.3980 (0.3970)  loss_vfl_dn_4: 0.3930 (0.3939)  loss_vfl_dn_5: 0.3917 (0.3933)  time: 0.4756  data: 0.0153  max mem: 5653
Epoch: [12]  [1000/7393]  eta: 0:51:31  lr: 0.000010  loss: 17.3189 (18.0024)  loss_bbox: 0.1731 (0.1783)  loss_bbox_aux_0: 0.1764 (0.1930)  loss_bbox_aux_1: 0.1686 (0.1838)  loss_bbox_aux_2: 0.1659 (0.1805)  loss_bbox_aux_3: 0.1665 (0.1788)  loss_bbox_aux_4: 0.1675 (0.1783)  loss_bbox_aux_5: 0.2156 (0.2371)  loss_bbox_dn_0: 0.2862 (0.3284)  loss_bbox_dn_1: 0.2108 (0.2580)  loss_bbox_dn_2: 0.1940 (0.2378)  loss_bbox_dn_3: 0.1851 (0.2299)  loss_bbox_dn_4: 0.1841 (0.2277)  loss_bbox_dn_5: 0.1839 (0.2276)  loss_giou: 0.4876 (0.5241)  loss_giou_aux_0: 0.5105 (0.5511)  loss_giou_aux_1: 0.4980 (0.5337)  loss_giou_aux_2: 0.4891 (0.5283)  loss_giou_aux_3: 0.4896 (0.5257)  loss_giou_aux_4: 0.4886 (0.5247)  loss_giou_aux_5: 0.5961 (0.6276)  loss_giou_dn_0: 0.6295 (0.6642)  loss_giou_dn_1: 0.5248 (0.5596)  loss_giou_dn_2: 0.5037 (0.5332)  loss_giou_dn_3: 0.4937 (0.5246)  loss_giou_dn_4: 0.4897 (0.5223)  loss_giou_dn_5: 0.4895 (0.5224)  loss_vfl: 0.7105 (0.7373)  loss_vfl_aux_0: 0.8488 (0.8730)  loss_vfl_aux_1: 0.7839 (0.8161)  loss_vfl_aux_2: 0.7386 (0.7706)  loss_vfl_aux_3: 0.7184 (0.7484)  loss_vfl_aux_4: 0.7120 (0.7399)  loss_vfl_aux_5: 0.8312 (0.8464)  loss_vfl_dn_0: 0.4759 (0.4782)  loss_vfl_dn_1: 0.4177 (0.4226)  loss_vfl_dn_2: 0.4034 (0.4047)  loss_vfl_dn_3: 0.3964 (0.3971)  loss_vfl_dn_4: 0.3929 (0.3941)  loss_vfl_dn_5: 0.3929 (0.3935)  time: 0.4747  data: 0.0139  max mem: 5653
Epoch: [12]  [1100/7393]  eta: 0:50:37  lr: 0.000010  loss: 17.3017 (18.0094)  loss_bbox: 0.1584 (0.1784)  loss_bbox_aux_0: 0.1829 (0.1931)  loss_bbox_aux_1: 0.1690 (0.1839)  loss_bbox_aux_2: 0.1636 (0.1806)  loss_bbox_aux_3: 0.1601 (0.1788)  loss_bbox_aux_4: 0.1586 (0.1784)  loss_bbox_aux_5: 0.2296 (0.2371)  loss_bbox_dn_0: 0.2885 (0.3287)  loss_bbox_dn_1: 0.2169 (0.2584)  loss_bbox_dn_2: 0.1904 (0.2382)  loss_bbox_dn_3: 0.1829 (0.2302)  loss_bbox_dn_4: 0.1800 (0.2280)  loss_bbox_dn_5: 0.1799 (0.2279)  loss_giou: 0.4786 (0.5255)  loss_giou_aux_0: 0.5088 (0.5525)  loss_giou_aux_1: 0.4828 (0.5352)  loss_giou_aux_2: 0.4873 (0.5296)  loss_giou_aux_3: 0.4722 (0.5270)  loss_giou_aux_4: 0.4827 (0.5260)  loss_giou_aux_5: 0.6037 (0.6288)  loss_giou_dn_0: 0.6311 (0.6647)  loss_giou_dn_1: 0.5246 (0.5602)  loss_giou_dn_2: 0.5021 (0.5338)  loss_giou_dn_3: 0.4974 (0.5252)  loss_giou_dn_4: 0.4937 (0.5229)  loss_giou_dn_5: 0.4939 (0.5230)  loss_vfl: 0.7095 (0.7362)  loss_vfl_aux_0: 0.8639 (0.8716)  loss_vfl_aux_1: 0.7708 (0.8142)  loss_vfl_aux_2: 0.7459 (0.7692)  loss_vfl_aux_3: 0.7172 (0.7474)  loss_vfl_aux_4: 0.7129 (0.7389)  loss_vfl_aux_5: 0.8237 (0.8454)  loss_vfl_dn_0: 0.4737 (0.4781)  loss_vfl_dn_1: 0.4153 (0.4226)  loss_vfl_dn_2: 0.3945 (0.4047)  loss_vfl_dn_3: 0.3848 (0.3972)  loss_vfl_dn_4: 0.3834 (0.3941)  loss_vfl_dn_5: 0.3831 (0.3935)  time: 0.4785  data: 0.0145  max mem: 5653
Epoch: [12]  [1200/7393]  eta: 0:49:40  lr: 0.000010  loss: 18.4508 (18.0164)  loss_bbox: 0.1748 (0.1787)  loss_bbox_aux_0: 0.1818 (0.1932)  loss_bbox_aux_1: 0.1745 (0.1840)  loss_bbox_aux_2: 0.1736 (0.1807)  loss_bbox_aux_3: 0.1740 (0.1790)  loss_bbox_aux_4: 0.1748 (0.1786)  loss_bbox_aux_5: 0.2186 (0.2372)  loss_bbox_dn_0: 0.2979 (0.3288)  loss_bbox_dn_1: 0.2174 (0.2584)  loss_bbox_dn_2: 0.2034 (0.2381)  loss_bbox_dn_3: 0.1978 (0.2301)  loss_bbox_dn_4: 0.1944 (0.2278)  loss_bbox_dn_5: 0.1945 (0.2278)  loss_giou: 0.5616 (0.5263)  loss_giou_aux_0: 0.5765 (0.5530)  loss_giou_aux_1: 0.5497 (0.5358)  loss_giou_aux_2: 0.5463 (0.5302)  loss_giou_aux_3: 0.5565 (0.5277)  loss_giou_aux_4: 0.5630 (0.5266)  loss_giou_aux_5: 0.6718 (0.6295)  loss_giou_dn_0: 0.6712 (0.6648)  loss_giou_dn_1: 0.5685 (0.5604)  loss_giou_dn_2: 0.5346 (0.5340)  loss_giou_dn_3: 0.5243 (0.5253)  loss_giou_dn_4: 0.5261 (0.5230)  loss_giou_dn_5: 0.5276 (0.5231)  loss_vfl: 0.7352 (0.7360)  loss_vfl_aux_0: 0.8756 (0.8715)  loss_vfl_aux_1: 0.7975 (0.8140)  loss_vfl_aux_2: 0.7602 (0.7695)  loss_vfl_aux_3: 0.7362 (0.7473)  loss_vfl_aux_4: 0.7268 (0.7389)  loss_vfl_aux_5: 0.8377 (0.8457)  loss_vfl_dn_0: 0.4682 (0.4781)  loss_vfl_dn_1: 0.4256 (0.4227)  loss_vfl_dn_2: 0.4079 (0.4049)  loss_vfl_dn_3: 0.4008 (0.3974)  loss_vfl_dn_4: 0.3977 (0.3944)  loss_vfl_dn_5: 0.3989 (0.3938)  time: 0.4632  data: 0.0156  max mem: 5653
Epoch: [12]  [1300/7393]  eta: 0:48:47  lr: 0.000010  loss: 17.9646 (18.0197)  loss_bbox: 0.1709 (0.1788)  loss_bbox_aux_0: 0.1875 (0.1932)  loss_bbox_aux_1: 0.1749 (0.1840)  loss_bbox_aux_2: 0.1847 (0.1807)  loss_bbox_aux_3: 0.1743 (0.1791)  loss_bbox_aux_4: 0.1742 (0.1787)  loss_bbox_aux_5: 0.2263 (0.2376)  loss_bbox_dn_0: 0.3167 (0.3294)  loss_bbox_dn_1: 0.2368 (0.2587)  loss_bbox_dn_2: 0.2204 (0.2383)  loss_bbox_dn_3: 0.2063 (0.2302)  loss_bbox_dn_4: 0.2048 (0.2280)  loss_bbox_dn_5: 0.2051 (0.2279)  loss_giou: 0.4711 (0.5258)  loss_giou_aux_0: 0.4975 (0.5527)  loss_giou_aux_1: 0.4873 (0.5353)  loss_giou_aux_2: 0.4842 (0.5296)  loss_giou_aux_3: 0.4750 (0.5272)  loss_giou_aux_4: 0.4715 (0.5262)  loss_giou_aux_5: 0.5961 (0.6291)  loss_giou_dn_0: 0.6380 (0.6646)  loss_giou_dn_1: 0.5324 (0.5601)  loss_giou_dn_2: 0.5105 (0.5336)  loss_giou_dn_3: 0.4973 (0.5250)  loss_giou_dn_4: 0.4985 (0.5227)  loss_giou_dn_5: 0.5000 (0.5228)  loss_vfl: 0.7660 (0.7366)  loss_vfl_aux_0: 0.9025 (0.8725)  loss_vfl_aux_1: 0.8311 (0.8146)  loss_vfl_aux_2: 0.7835 (0.7706)  loss_vfl_aux_3: 0.7960 (0.7481)  loss_vfl_aux_4: 0.7756 (0.7396)  loss_vfl_aux_5: 0.8437 (0.8463)  loss_vfl_dn_0: 0.4767 (0.4782)  loss_vfl_dn_1: 0.4244 (0.4229)  loss_vfl_dn_2: 0.4102 (0.4051)  loss_vfl_dn_3: 0.4064 (0.3976)  loss_vfl_dn_4: 0.4045 (0.3946)  loss_vfl_dn_5: 0.4042 (0.3939)  time: 0.4710  data: 0.0146  max mem: 5653
Epoch: [12]  [1400/7393]  eta: 0:47:56  lr: 0.000010  loss: 17.7171 (18.0099)  loss_bbox: 0.1572 (0.1787)  loss_bbox_aux_0: 0.1844 (0.1930)  loss_bbox_aux_1: 0.1652 (0.1839)  loss_bbox_aux_2: 0.1688 (0.1807)  loss_bbox_aux_3: 0.1594 (0.1790)  loss_bbox_aux_4: 0.1570 (0.1786)  loss_bbox_aux_5: 0.2327 (0.2372)  loss_bbox_dn_0: 0.2945 (0.3289)  loss_bbox_dn_1: 0.2385 (0.2582)  loss_bbox_dn_2: 0.2171 (0.2378)  loss_bbox_dn_3: 0.2079 (0.2297)  loss_bbox_dn_4: 0.2074 (0.2275)  loss_bbox_dn_5: 0.2072 (0.2275)  loss_giou: 0.5325 (0.5258)  loss_giou_aux_0: 0.5543 (0.5526)  loss_giou_aux_1: 0.5449 (0.5353)  loss_giou_aux_2: 0.5377 (0.5295)  loss_giou_aux_3: 0.5293 (0.5271)  loss_giou_aux_4: 0.5388 (0.5261)  loss_giou_aux_5: 0.6253 (0.6289)  loss_giou_dn_0: 0.6657 (0.6642)  loss_giou_dn_1: 0.5496 (0.5599)  loss_giou_dn_2: 0.5251 (0.5334)  loss_giou_dn_3: 0.5151 (0.5247)  loss_giou_dn_4: 0.5095 (0.5224)  loss_giou_dn_5: 0.5095 (0.5225)  loss_vfl: 0.7009 (0.7361)  loss_vfl_aux_0: 0.8320 (0.8721)  loss_vfl_aux_1: 0.7610 (0.8141)  loss_vfl_aux_2: 0.7105 (0.7698)  loss_vfl_aux_3: 0.7125 (0.7473)  loss_vfl_aux_4: 0.6992 (0.7390)  loss_vfl_aux_5: 0.7969 (0.8462)  loss_vfl_dn_0: 0.4771 (0.4782)  loss_vfl_dn_1: 0.4226 (0.4228)  loss_vfl_dn_2: 0.4072 (0.4051)  loss_vfl_dn_3: 0.3981 (0.3975)  loss_vfl_dn_4: 0.3960 (0.3945)  loss_vfl_dn_5: 0.3951 (0.3939)  time: 0.4702  data: 0.0149  max mem: 5653
Epoch: [12]  [1500/7393]  eta: 0:47:03  lr: 0.000010  loss: 17.5902 (18.0137)  loss_bbox: 0.1702 (0.1780)  loss_bbox_aux_0: 0.1790 (0.1922)  loss_bbox_aux_1: 0.1725 (0.1831)  loss_bbox_aux_2: 0.1693 (0.1799)  loss_bbox_aux_3: 0.1689 (0.1783)  loss_bbox_aux_4: 0.1703 (0.1780)  loss_bbox_aux_5: 0.2226 (0.2362)  loss_bbox_dn_0: 0.3094 (0.3270)  loss_bbox_dn_1: 0.2489 (0.2568)  loss_bbox_dn_2: 0.2265 (0.2366)  loss_bbox_dn_3: 0.2211 (0.2286)  loss_bbox_dn_4: 0.2198 (0.2264)  loss_bbox_dn_5: 0.2195 (0.2263)  loss_giou: 0.5063 (0.5278)  loss_giou_aux_0: 0.5463 (0.5545)  loss_giou_aux_1: 0.5211 (0.5372)  loss_giou_aux_2: 0.5165 (0.5315)  loss_giou_aux_3: 0.5071 (0.5291)  loss_giou_aux_4: 0.5127 (0.5282)  loss_giou_aux_5: 0.6161 (0.6307)  loss_giou_dn_0: 0.6634 (0.6654)  loss_giou_dn_1: 0.5560 (0.5611)  loss_giou_dn_2: 0.5342 (0.5346)  loss_giou_dn_3: 0.5187 (0.5260)  loss_giou_dn_4: 0.5158 (0.5237)  loss_giou_dn_5: 0.5153 (0.5238)  loss_vfl: 0.7269 (0.7356)  loss_vfl_aux_0: 0.8639 (0.8712)  loss_vfl_aux_1: 0.8282 (0.8139)  loss_vfl_aux_2: 0.7863 (0.7695)  loss_vfl_aux_3: 0.7587 (0.7470)  loss_vfl_aux_4: 0.7237 (0.7385)  loss_vfl_aux_5: 0.8375 (0.8450)  loss_vfl_dn_0: 0.4758 (0.4779)  loss_vfl_dn_1: 0.4224 (0.4228)  loss_vfl_dn_2: 0.3955 (0.4051)  loss_vfl_dn_3: 0.3889 (0.3976)  loss_vfl_dn_4: 0.3861 (0.3947)  loss_vfl_dn_5: 0.3856 (0.3940)  time: 0.4772  data: 0.0140  max mem: 5653
Epoch: [12]  [1600/7393]  eta: 0:46:12  lr: 0.000010  loss: 17.5195 (18.0143)  loss_bbox: 0.1633 (0.1780)  loss_bbox_aux_0: 0.1784 (0.1922)  loss_bbox_aux_1: 0.1708 (0.1830)  loss_bbox_aux_2: 0.1633 (0.1798)  loss_bbox_aux_3: 0.1585 (0.1782)  loss_bbox_aux_4: 0.1579 (0.1779)  loss_bbox_aux_5: 0.2186 (0.2360)  loss_bbox_dn_0: 0.2904 (0.3269)  loss_bbox_dn_1: 0.2267 (0.2566)  loss_bbox_dn_2: 0.2068 (0.2364)  loss_bbox_dn_3: 0.1977 (0.2284)  loss_bbox_dn_4: 0.1959 (0.2262)  loss_bbox_dn_5: 0.1959 (0.2262)  loss_giou: 0.5154 (0.5277)  loss_giou_aux_0: 0.5500 (0.5544)  loss_giou_aux_1: 0.5312 (0.5372)  loss_giou_aux_2: 0.5190 (0.5314)  loss_giou_aux_3: 0.5215 (0.5289)  loss_giou_aux_4: 0.5226 (0.5280)  loss_giou_aux_5: 0.6237 (0.6304)  loss_giou_dn_0: 0.6572 (0.6651)  loss_giou_dn_1: 0.5564 (0.5608)  loss_giou_dn_2: 0.5345 (0.5343)  loss_giou_dn_3: 0.5201 (0.5257)  loss_giou_dn_4: 0.5154 (0.5234)  loss_giou_dn_5: 0.5154 (0.5236)  loss_vfl: 0.7145 (0.7364)  loss_vfl_aux_0: 0.8441 (0.8715)  loss_vfl_aux_1: 0.7895 (0.8143)  loss_vfl_aux_2: 0.7445 (0.7699)  loss_vfl_aux_3: 0.7205 (0.7479)  loss_vfl_aux_4: 0.7180 (0.7394)  loss_vfl_aux_5: 0.8219 (0.8455)  loss_vfl_dn_0: 0.4737 (0.4781)  loss_vfl_dn_1: 0.4187 (0.4229)  loss_vfl_dn_2: 0.3974 (0.4052)  loss_vfl_dn_3: 0.3891 (0.3976)  loss_vfl_dn_4: 0.3853 (0.3946)  loss_vfl_dn_5: 0.3874 (0.3940)  time: 0.4689  data: 0.0138  max mem: 5653
Epoch: [12]  [1700/7393]  eta: 0:45:21  lr: 0.000010  loss: 17.6811 (18.0037)  loss_bbox: 0.1805 (0.1777)  loss_bbox_aux_0: 0.1945 (0.1919)  loss_bbox_aux_1: 0.1848 (0.1828)  loss_bbox_aux_2: 0.1819 (0.1796)  loss_bbox_aux_3: 0.1801 (0.1780)  loss_bbox_aux_4: 0.1809 (0.1776)  loss_bbox_aux_5: 0.2424 (0.2358)  loss_bbox_dn_0: 0.3504 (0.3268)  loss_bbox_dn_1: 0.2787 (0.2565)  loss_bbox_dn_2: 0.2544 (0.2363)  loss_bbox_dn_3: 0.2359 (0.2283)  loss_bbox_dn_4: 0.2313 (0.2261)  loss_bbox_dn_5: 0.2319 (0.2260)  loss_giou: 0.4803 (0.5270)  loss_giou_aux_0: 0.5125 (0.5539)  loss_giou_aux_1: 0.4875 (0.5365)  loss_giou_aux_2: 0.4814 (0.5308)  loss_giou_aux_3: 0.4776 (0.5283)  loss_giou_aux_4: 0.4803 (0.5273)  loss_giou_aux_5: 0.5799 (0.6297)  loss_giou_dn_0: 0.6395 (0.6647)  loss_giou_dn_1: 0.5263 (0.5604)  loss_giou_dn_2: 0.4916 (0.5339)  loss_giou_dn_3: 0.4815 (0.5253)  loss_giou_dn_4: 0.4782 (0.5230)  loss_giou_dn_5: 0.4784 (0.5232)  loss_vfl: 0.7529 (0.7365)  loss_vfl_aux_0: 0.8873 (0.8716)  loss_vfl_aux_1: 0.8401 (0.8143)  loss_vfl_aux_2: 0.7862 (0.7698)  loss_vfl_aux_3: 0.7351 (0.7477)  loss_vfl_aux_4: 0.7436 (0.7394)  loss_vfl_aux_5: 0.8526 (0.8455)  loss_vfl_dn_0: 0.4745 (0.4779)  loss_vfl_dn_1: 0.4225 (0.4227)  loss_vfl_dn_2: 0.4016 (0.4051)  loss_vfl_dn_3: 0.3931 (0.3974)  loss_vfl_dn_4: 0.3907 (0.3945)  loss_vfl_dn_5: 0.3902 (0.3938)  time: 0.4650  data: 0.0137  max mem: 5653
Epoch: [12]  [1800/7393]  eta: 0:44:32  lr: 0.000010  loss: 17.9588 (18.0062)  loss_bbox: 0.1803 (0.1776)  loss_bbox_aux_0: 0.1927 (0.1918)  loss_bbox_aux_1: 0.1776 (0.1827)  loss_bbox_aux_2: 0.1779 (0.1794)  loss_bbox_aux_3: 0.1803 (0.1779)  loss_bbox_aux_4: 0.1791 (0.1776)  loss_bbox_aux_5: 0.2381 (0.2356)  loss_bbox_dn_0: 0.3102 (0.3265)  loss_bbox_dn_1: 0.2423 (0.2563)  loss_bbox_dn_2: 0.2207 (0.2362)  loss_bbox_dn_3: 0.2100 (0.2282)  loss_bbox_dn_4: 0.2091 (0.2260)  loss_bbox_dn_5: 0.2096 (0.2259)  loss_giou: 0.4726 (0.5272)  loss_giou_aux_0: 0.5202 (0.5542)  loss_giou_aux_1: 0.4976 (0.5369)  loss_giou_aux_2: 0.4949 (0.5311)  loss_giou_aux_3: 0.4904 (0.5285)  loss_giou_aux_4: 0.4682 (0.5276)  loss_giou_aux_5: 0.5967 (0.6299)  loss_giou_dn_0: 0.6446 (0.6648)  loss_giou_dn_1: 0.5495 (0.5606)  loss_giou_dn_2: 0.5195 (0.5342)  loss_giou_dn_3: 0.5097 (0.5256)  loss_giou_dn_4: 0.5070 (0.5233)  loss_giou_dn_5: 0.5069 (0.5234)  loss_vfl: 0.7334 (0.7370)  loss_vfl_aux_0: 0.8606 (0.8714)  loss_vfl_aux_1: 0.8293 (0.8144)  loss_vfl_aux_2: 0.7885 (0.7699)  loss_vfl_aux_3: 0.7587 (0.7481)  loss_vfl_aux_4: 0.7421 (0.7397)  loss_vfl_aux_5: 0.7935 (0.8454)  loss_vfl_dn_0: 0.4740 (0.4779)  loss_vfl_dn_1: 0.4210 (0.4226)  loss_vfl_dn_2: 0.4027 (0.4050)  loss_vfl_dn_3: 0.3959 (0.3974)  loss_vfl_dn_4: 0.3918 (0.3944)  loss_vfl_dn_5: 0.3904 (0.3938)  time: 0.4729  data: 0.0140  max mem: 5653
Epoch: [12]  [1900/7393]  eta: 0:43:42  lr: 0.000010  loss: 17.7832 (18.0139)  loss_bbox: 0.1635 (0.1776)  loss_bbox_aux_0: 0.1834 (0.1919)  loss_bbox_aux_1: 0.1687 (0.1827)  loss_bbox_aux_2: 0.1669 (0.1794)  loss_bbox_aux_3: 0.1610 (0.1779)  loss_bbox_aux_4: 0.1618 (0.1775)  loss_bbox_aux_5: 0.2198 (0.2358)  loss_bbox_dn_0: 0.2727 (0.3269)  loss_bbox_dn_1: 0.2133 (0.2566)  loss_bbox_dn_2: 0.2025 (0.2365)  loss_bbox_dn_3: 0.1944 (0.2285)  loss_bbox_dn_4: 0.1923 (0.2262)  loss_bbox_dn_5: 0.1923 (0.2262)  loss_giou: 0.5197 (0.5278)  loss_giou_aux_0: 0.5367 (0.5548)  loss_giou_aux_1: 0.5281 (0.5374)  loss_giou_aux_2: 0.5214 (0.5317)  loss_giou_aux_3: 0.5236 (0.5291)  loss_giou_aux_4: 0.5187 (0.5282)  loss_giou_aux_5: 0.6383 (0.6307)  loss_giou_dn_0: 0.6742 (0.6651)  loss_giou_dn_1: 0.5501 (0.5611)  loss_giou_dn_2: 0.5256 (0.5346)  loss_giou_dn_3: 0.5204 (0.5261)  loss_giou_dn_4: 0.5164 (0.5238)  loss_giou_dn_5: 0.5166 (0.5239)  loss_vfl: 0.6831 (0.7368)  loss_vfl_aux_0: 0.8499 (0.8712)  loss_vfl_aux_1: 0.7573 (0.8144)  loss_vfl_aux_2: 0.7074 (0.7697)  loss_vfl_aux_3: 0.6947 (0.7480)  loss_vfl_aux_4: 0.6852 (0.7396)  loss_vfl_aux_5: 0.8237 (0.8453)  loss_vfl_dn_0: 0.4758 (0.4778)  loss_vfl_dn_1: 0.4179 (0.4226)  loss_vfl_dn_2: 0.4018 (0.4049)  loss_vfl_dn_3: 0.3898 (0.3973)  loss_vfl_dn_4: 0.3877 (0.3944)  loss_vfl_dn_5: 0.3888 (0.3938)  time: 0.4712  data: 0.0143  max mem: 5653
Epoch: [12]  [2000/7393]  eta: 0:42:53  lr: 0.000010  loss: 17.9312 (18.0122)  loss_bbox: 0.1699 (0.1777)  loss_bbox_aux_0: 0.1834 (0.1920)  loss_bbox_aux_1: 0.1721 (0.1828)  loss_bbox_aux_2: 0.1738 (0.1795)  loss_bbox_aux_3: 0.1732 (0.1780)  loss_bbox_aux_4: 0.1706 (0.1777)  loss_bbox_aux_5: 0.2226 (0.2357)  loss_bbox_dn_0: 0.3311 (0.3269)  loss_bbox_dn_1: 0.2570 (0.2567)  loss_bbox_dn_2: 0.2437 (0.2366)  loss_bbox_dn_3: 0.2352 (0.2286)  loss_bbox_dn_4: 0.2324 (0.2263)  loss_bbox_dn_5: 0.2327 (0.2263)  loss_giou: 0.4641 (0.5276)  loss_giou_aux_0: 0.4976 (0.5547)  loss_giou_aux_1: 0.4770 (0.5372)  loss_giou_aux_2: 0.4719 (0.5314)  loss_giou_aux_3: 0.4581 (0.5288)  loss_giou_aux_4: 0.4643 (0.5280)  loss_giou_aux_5: 0.5858 (0.6305)  loss_giou_dn_0: 0.6228 (0.6649)  loss_giou_dn_1: 0.5195 (0.5609)  loss_giou_dn_2: 0.4943 (0.5344)  loss_giou_dn_3: 0.4885 (0.5258)  loss_giou_dn_4: 0.4850 (0.5235)  loss_giou_dn_5: 0.4852 (0.5236)  loss_vfl: 0.7414 (0.7368)  loss_vfl_aux_0: 0.8733 (0.8712)  loss_vfl_aux_1: 0.8198 (0.8143)  loss_vfl_aux_2: 0.7714 (0.7699)  loss_vfl_aux_3: 0.7535 (0.7482)  loss_vfl_aux_4: 0.7349 (0.7396)  loss_vfl_aux_5: 0.8759 (0.8458)  loss_vfl_dn_0: 0.4690 (0.4777)  loss_vfl_dn_1: 0.4205 (0.4225)  loss_vfl_dn_2: 0.3964 (0.4048)  loss_vfl_dn_3: 0.3889 (0.3972)  loss_vfl_dn_4: 0.3880 (0.3943)  loss_vfl_dn_5: 0.3886 (0.3937)  time: 0.4724  data: 0.0138  max mem: 5653
Epoch: [12]  [2100/7393]  eta: 0:42:02  lr: 0.000010  loss: 17.9815 (18.0082)  loss_bbox: 0.1689 (0.1777)  loss_bbox_aux_0: 0.1784 (0.1920)  loss_bbox_aux_1: 0.1682 (0.1827)  loss_bbox_aux_2: 0.1716 (0.1794)  loss_bbox_aux_3: 0.1650 (0.1779)  loss_bbox_aux_4: 0.1660 (0.1776)  loss_bbox_aux_5: 0.2132 (0.2354)  loss_bbox_dn_0: 0.3105 (0.3268)  loss_bbox_dn_1: 0.2444 (0.2566)  loss_bbox_dn_2: 0.2264 (0.2363)  loss_bbox_dn_3: 0.2192 (0.2283)  loss_bbox_dn_4: 0.2174 (0.2261)  loss_bbox_dn_5: 0.2175 (0.2260)  loss_giou: 0.5301 (0.5276)  loss_giou_aux_0: 0.5482 (0.5548)  loss_giou_aux_1: 0.5489 (0.5373)  loss_giou_aux_2: 0.5369 (0.5315)  loss_giou_aux_3: 0.5358 (0.5289)  loss_giou_aux_4: 0.5321 (0.5281)  loss_giou_aux_5: 0.6122 (0.6304)  loss_giou_dn_0: 0.6819 (0.6651)  loss_giou_dn_1: 0.5694 (0.5611)  loss_giou_dn_2: 0.5423 (0.5346)  loss_giou_dn_3: 0.5293 (0.5260)  loss_giou_dn_4: 0.5276 (0.5237)  loss_giou_dn_5: 0.5279 (0.5238)  loss_vfl: 0.7343 (0.7365)  loss_vfl_aux_0: 0.8421 (0.8704)  loss_vfl_aux_1: 0.8034 (0.8137)  loss_vfl_aux_2: 0.7771 (0.7696)  loss_vfl_aux_3: 0.7582 (0.7479)  loss_vfl_aux_4: 0.7435 (0.7392)  loss_vfl_aux_5: 0.7942 (0.8458)  loss_vfl_dn_0: 0.4692 (0.4775)  loss_vfl_dn_1: 0.4254 (0.4224)  loss_vfl_dn_2: 0.4039 (0.4047)  loss_vfl_dn_3: 0.3942 (0.3971)  loss_vfl_dn_4: 0.3908 (0.3942)  loss_vfl_dn_5: 0.3899 (0.3936)  time: 0.4576  data: 0.0139  max mem: 5653
Epoch: [12]  [2200/7393]  eta: 0:41:13  lr: 0.000010  loss: 17.4084 (17.9993)  loss_bbox: 0.1530 (0.1777)  loss_bbox_aux_0: 0.1784 (0.1921)  loss_bbox_aux_1: 0.1690 (0.1828)  loss_bbox_aux_2: 0.1613 (0.1794)  loss_bbox_aux_3: 0.1546 (0.1778)  loss_bbox_aux_4: 0.1518 (0.1776)  loss_bbox_aux_5: 0.2167 (0.2355)  loss_bbox_dn_0: 0.2907 (0.3262)  loss_bbox_dn_1: 0.2406 (0.2562)  loss_bbox_dn_2: 0.2249 (0.2360)  loss_bbox_dn_3: 0.2124 (0.2280)  loss_bbox_dn_4: 0.2091 (0.2257)  loss_bbox_dn_5: 0.2088 (0.2256)  loss_giou: 0.4996 (0.5275)  loss_giou_aux_0: 0.5182 (0.5547)  loss_giou_aux_1: 0.5206 (0.5372)  loss_giou_aux_2: 0.5076 (0.5314)  loss_giou_aux_3: 0.4998 (0.5287)  loss_giou_aux_4: 0.4952 (0.5280)  loss_giou_aux_5: 0.5930 (0.6301)  loss_giou_dn_0: 0.6298 (0.6646)  loss_giou_dn_1: 0.5305 (0.5607)  loss_giou_dn_2: 0.5019 (0.5343)  loss_giou_dn_3: 0.4968 (0.5257)  loss_giou_dn_4: 0.4987 (0.5234)  loss_giou_dn_5: 0.4989 (0.5235)  loss_vfl: 0.7245 (0.7361)  loss_vfl_aux_0: 0.8499 (0.8696)  loss_vfl_aux_1: 0.7919 (0.8130)  loss_vfl_aux_2: 0.7608 (0.7690)  loss_vfl_aux_3: 0.7244 (0.7475)  loss_vfl_aux_4: 0.7318 (0.7387)  loss_vfl_aux_5: 0.8390 (0.8456)  loss_vfl_dn_0: 0.4783 (0.4775)  loss_vfl_dn_1: 0.4254 (0.4223)  loss_vfl_dn_2: 0.4046 (0.4046)  loss_vfl_dn_3: 0.3971 (0.3970)  loss_vfl_dn_4: 0.3932 (0.3941)  loss_vfl_dn_5: 0.3921 (0.3935)  time: 0.4666  data: 0.0142  max mem: 5653
Epoch: [12]  [2300/7393]  eta: 0:40:23  lr: 0.000010  loss: 18.2613 (18.0019)  loss_bbox: 0.1516 (0.1774)  loss_bbox_aux_0: 0.1648 (0.1919)  loss_bbox_aux_1: 0.1591 (0.1826)  loss_bbox_aux_2: 0.1604 (0.1791)  loss_bbox_aux_3: 0.1565 (0.1775)  loss_bbox_aux_4: 0.1506 (0.1774)  loss_bbox_aux_5: 0.2118 (0.2352)  loss_bbox_dn_0: 0.2901 (0.3259)  loss_bbox_dn_1: 0.2285 (0.2560)  loss_bbox_dn_2: 0.2075 (0.2358)  loss_bbox_dn_3: 0.2089 (0.2278)  loss_bbox_dn_4: 0.2072 (0.2256)  loss_bbox_dn_5: 0.2074 (0.2255)  loss_giou: 0.5542 (0.5278)  loss_giou_aux_0: 0.5695 (0.5550)  loss_giou_aux_1: 0.5611 (0.5375)  loss_giou_aux_2: 0.5704 (0.5316)  loss_giou_aux_3: 0.5549 (0.5289)  loss_giou_aux_4: 0.5539 (0.5282)  loss_giou_aux_5: 0.6483 (0.6303)  loss_giou_dn_0: 0.6619 (0.6648)  loss_giou_dn_1: 0.5619 (0.5610)  loss_giou_dn_2: 0.5340 (0.5346)  loss_giou_dn_3: 0.5292 (0.5260)  loss_giou_dn_4: 0.5304 (0.5237)  loss_giou_dn_5: 0.5305 (0.5238)  loss_vfl: 0.7307 (0.7365)  loss_vfl_aux_0: 0.8830 (0.8698)  loss_vfl_aux_1: 0.8176 (0.8134)  loss_vfl_aux_2: 0.7860 (0.7695)  loss_vfl_aux_3: 0.7465 (0.7481)  loss_vfl_aux_4: 0.7310 (0.7392)  loss_vfl_aux_5: 0.8386 (0.8457)  loss_vfl_dn_0: 0.4750 (0.4774)  loss_vfl_dn_1: 0.4247 (0.4222)  loss_vfl_dn_2: 0.4069 (0.4046)  loss_vfl_dn_3: 0.3991 (0.3970)  loss_vfl_dn_4: 0.3970 (0.3941)  loss_vfl_dn_5: 0.3961 (0.3935)  time: 0.4642  data: 0.0140  max mem: 5653
Epoch: [12]  [2400/7393]  eta: 0:39:48  lr: 0.000010  loss: 17.7438 (18.0061)  loss_bbox: 0.1517 (0.1778)  loss_bbox_aux_0: 0.1669 (0.1921)  loss_bbox_aux_1: 0.1637 (0.1829)  loss_bbox_aux_2: 0.1615 (0.1795)  loss_bbox_aux_3: 0.1598 (0.1778)  loss_bbox_aux_4: 0.1588 (0.1777)  loss_bbox_aux_5: 0.2075 (0.2355)  loss_bbox_dn_0: 0.2798 (0.3261)  loss_bbox_dn_1: 0.2181 (0.2563)  loss_bbox_dn_2: 0.2018 (0.2361)  loss_bbox_dn_3: 0.1973 (0.2281)  loss_bbox_dn_4: 0.1950 (0.2258)  loss_bbox_dn_5: 0.1950 (0.2258)  loss_giou: 0.5394 (0.5274)  loss_giou_aux_0: 0.5452 (0.5546)  loss_giou_aux_1: 0.5538 (0.5371)  loss_giou_aux_2: 0.5398 (0.5313)  loss_giou_aux_3: 0.5333 (0.5285)  loss_giou_aux_4: 0.5319 (0.5279)  loss_giou_aux_5: 0.6328 (0.6300)  loss_giou_dn_0: 0.6557 (0.6645)  loss_giou_dn_1: 0.5653 (0.5606)  loss_giou_dn_2: 0.5436 (0.5342)  loss_giou_dn_3: 0.5340 (0.5256)  loss_giou_dn_4: 0.5326 (0.5233)  loss_giou_dn_5: 0.5327 (0.5234)  loss_vfl: 0.7537 (0.7370)  loss_vfl_aux_0: 0.8555 (0.8707)  loss_vfl_aux_1: 0.8080 (0.8142)  loss_vfl_aux_2: 0.7669 (0.7699)  loss_vfl_aux_3: 0.7561 (0.7487)  loss_vfl_aux_4: 0.7432 (0.7396)  loss_vfl_aux_5: 0.8494 (0.8462)  loss_vfl_dn_0: 0.4836 (0.4776)  loss_vfl_dn_1: 0.4211 (0.4224)  loss_vfl_dn_2: 0.4045 (0.4047)  loss_vfl_dn_3: 0.3983 (0.3971)  loss_vfl_dn_4: 0.3951 (0.3942)  loss_vfl_dn_5: 0.3935 (0.3936)  time: 0.8021  data: 0.0138  max mem: 5653
Epoch: [12]  [2500/7393]  eta: 0:38:59  lr: 0.000010  loss: 18.1976 (18.0066)  loss_bbox: 0.1700 (0.1779)  loss_bbox_aux_0: 0.1840 (0.1922)  loss_bbox_aux_1: 0.1793 (0.1830)  loss_bbox_aux_2: 0.1719 (0.1797)  loss_bbox_aux_3: 0.1684 (0.1780)  loss_bbox_aux_4: 0.1692 (0.1779)  loss_bbox_aux_5: 0.2305 (0.2356)  loss_bbox_dn_0: 0.3308 (0.3268)  loss_bbox_dn_1: 0.2552 (0.2568)  loss_bbox_dn_2: 0.2287 (0.2366)  loss_bbox_dn_3: 0.2184 (0.2286)  loss_bbox_dn_4: 0.2193 (0.2264)  loss_bbox_dn_5: 0.2196 (0.2263)  loss_giou: 0.4838 (0.5268)  loss_giou_aux_0: 0.5039 (0.5540)  loss_giou_aux_1: 0.4906 (0.5365)  loss_giou_aux_2: 0.4816 (0.5308)  loss_giou_aux_3: 0.4844 (0.5279)  loss_giou_aux_4: 0.4862 (0.5273)  loss_giou_aux_5: 0.5956 (0.6294)  loss_giou_dn_0: 0.6465 (0.6641)  loss_giou_dn_1: 0.5494 (0.5603)  loss_giou_dn_2: 0.5202 (0.5339)  loss_giou_dn_3: 0.5134 (0.5253)  loss_giou_dn_4: 0.5122 (0.5230)  loss_giou_dn_5: 0.5121 (0.5231)  loss_vfl: 0.7427 (0.7374)  loss_vfl_aux_0: 0.8851 (0.8713)  loss_vfl_aux_1: 0.8161 (0.8146)  loss_vfl_aux_2: 0.7593 (0.7701)  loss_vfl_aux_3: 0.7615 (0.7489)  loss_vfl_aux_4: 0.7413 (0.7400)  loss_vfl_aux_5: 0.8477 (0.8469)  loss_vfl_dn_0: 0.4776 (0.4776)  loss_vfl_dn_1: 0.4270 (0.4223)  loss_vfl_dn_2: 0.4089 (0.4046)  loss_vfl_dn_3: 0.4024 (0.3970)  loss_vfl_dn_4: 0.4005 (0.3941)  loss_vfl_dn_5: 0.4045 (0.3935)  time: 0.4651  data: 0.0144  max mem: 5653
Epoch: [12]  [2600/7393]  eta: 0:38:10  lr: 0.000010  loss: 17.9047 (18.0046)  loss_bbox: 0.1739 (0.1780)  loss_bbox_aux_0: 0.1951 (0.1925)  loss_bbox_aux_1: 0.1798 (0.1832)  loss_bbox_aux_2: 0.1737 (0.1799)  loss_bbox_aux_3: 0.1747 (0.1782)  loss_bbox_aux_4: 0.1739 (0.1780)  loss_bbox_aux_5: 0.2376 (0.2360)  loss_bbox_dn_0: 0.3303 (0.3271)  loss_bbox_dn_1: 0.2623 (0.2571)  loss_bbox_dn_2: 0.2379 (0.2369)  loss_bbox_dn_3: 0.2282 (0.2289)  loss_bbox_dn_4: 0.2275 (0.2267)  loss_bbox_dn_5: 0.2275 (0.2266)  loss_giou: 0.5083 (0.5259)  loss_giou_aux_0: 0.5368 (0.5531)  loss_giou_aux_1: 0.5257 (0.5355)  loss_giou_aux_2: 0.5083 (0.5298)  loss_giou_aux_3: 0.5099 (0.5269)  loss_giou_aux_4: 0.5076 (0.5263)  loss_giou_aux_5: 0.6103 (0.6285)  loss_giou_dn_0: 0.6391 (0.6637)  loss_giou_dn_1: 0.5371 (0.5598)  loss_giou_dn_2: 0.5175 (0.5334)  loss_giou_dn_3: 0.5125 (0.5248)  loss_giou_dn_4: 0.5080 (0.5225)  loss_giou_dn_5: 0.5082 (0.5226)  loss_vfl: 0.7421 (0.7381)  loss_vfl_aux_0: 0.8839 (0.8718)  loss_vfl_aux_1: 0.8371 (0.8153)  loss_vfl_aux_2: 0.7843 (0.7708)  loss_vfl_aux_3: 0.7481 (0.7494)  loss_vfl_aux_4: 0.7577 (0.7406)  loss_vfl_aux_5: 0.8509 (0.8476)  loss_vfl_dn_0: 0.4723 (0.4777)  loss_vfl_dn_1: 0.4246 (0.4223)  loss_vfl_dn_2: 0.4003 (0.4046)  loss_vfl_dn_3: 0.3967 (0.3970)  loss_vfl_dn_4: 0.3943 (0.3941)  loss_vfl_dn_5: 0.3931 (0.3935)  time: 0.4613  data: 0.0141  max mem: 5653
Epoch: [12]  [2700/7393]  eta: 0:37:31  lr: 0.000010  loss: 17.5733 (18.0077)  loss_bbox: 0.1541 (0.1779)  loss_bbox_aux_0: 0.1814 (0.1924)  loss_bbox_aux_1: 0.1632 (0.1831)  loss_bbox_aux_2: 0.1559 (0.1798)  loss_bbox_aux_3: 0.1560 (0.1781)  loss_bbox_aux_4: 0.1551 (0.1779)  loss_bbox_aux_5: 0.2172 (0.2360)  loss_bbox_dn_0: 0.3014 (0.3270)  loss_bbox_dn_1: 0.2212 (0.2570)  loss_bbox_dn_2: 0.2022 (0.2368)  loss_bbox_dn_3: 0.1929 (0.2288)  loss_bbox_dn_4: 0.1896 (0.2265)  loss_bbox_dn_5: 0.1897 (0.2265)  loss_giou: 0.5340 (0.5260)  loss_giou_aux_0: 0.5656 (0.5534)  loss_giou_aux_1: 0.5426 (0.5357)  loss_giou_aux_2: 0.5411 (0.5300)  loss_giou_aux_3: 0.5355 (0.5271)  loss_giou_aux_4: 0.5354 (0.5265)  loss_giou_aux_5: 0.6345 (0.6288)  loss_giou_dn_0: 0.6574 (0.6640)  loss_giou_dn_1: 0.5547 (0.5600)  loss_giou_dn_2: 0.5254 (0.5336)  loss_giou_dn_3: 0.5203 (0.5251)  loss_giou_dn_4: 0.5192 (0.5228)  loss_giou_dn_5: 0.5196 (0.5229)  loss_vfl: 0.7316 (0.7383)  loss_vfl_aux_0: 0.8740 (0.8719)  loss_vfl_aux_1: 0.8215 (0.8156)  loss_vfl_aux_2: 0.7715 (0.7710)  loss_vfl_aux_3: 0.7509 (0.7498)  loss_vfl_aux_4: 0.7487 (0.7409)  loss_vfl_aux_5: 0.8454 (0.8476)  loss_vfl_dn_0: 0.4723 (0.4776)  loss_vfl_dn_1: 0.4176 (0.4223)  loss_vfl_dn_2: 0.4034 (0.4046)  loss_vfl_dn_3: 0.3962 (0.3970)  loss_vfl_dn_4: 0.3935 (0.3941)  loss_vfl_dn_5: 0.3931 (0.3935)  time: 0.4750  data: 0.0140  max mem: 5653
Epoch: [12]  [2800/7393]  eta: 0:36:41  lr: 0.000010  loss: 18.0636 (18.0116)  loss_bbox: 0.1722 (0.1782)  loss_bbox_aux_0: 0.1884 (0.1926)  loss_bbox_aux_1: 0.1775 (0.1833)  loss_bbox_aux_2: 0.1804 (0.1801)  loss_bbox_aux_3: 0.1729 (0.1784)  loss_bbox_aux_4: 0.1722 (0.1782)  loss_bbox_aux_5: 0.2332 (0.2363)  loss_bbox_dn_0: 0.2949 (0.3271)  loss_bbox_dn_1: 0.2407 (0.2571)  loss_bbox_dn_2: 0.2208 (0.2370)  loss_bbox_dn_3: 0.2121 (0.2290)  loss_bbox_dn_4: 0.2092 (0.2268)  loss_bbox_dn_5: 0.2092 (0.2268)  loss_giou: 0.5476 (0.5264)  loss_giou_aux_0: 0.5637 (0.5537)  loss_giou_aux_1: 0.5548 (0.5361)  loss_giou_aux_2: 0.5539 (0.5304)  loss_giou_aux_3: 0.5510 (0.5275)  loss_giou_aux_4: 0.5459 (0.5269)  loss_giou_aux_5: 0.6345 (0.6291)  loss_giou_dn_0: 0.6644 (0.6643)  loss_giou_dn_1: 0.5789 (0.5603)  loss_giou_dn_2: 0.5604 (0.5340)  loss_giou_dn_3: 0.5466 (0.5254)  loss_giou_dn_4: 0.5450 (0.5231)  loss_giou_dn_5: 0.5452 (0.5232)  loss_vfl: 0.7075 (0.7378)  loss_vfl_aux_0: 0.8354 (0.8712)  loss_vfl_aux_1: 0.8013 (0.8151)  loss_vfl_aux_2: 0.7338 (0.7704)  loss_vfl_aux_3: 0.7274 (0.7493)  loss_vfl_aux_4: 0.7205 (0.7404)  loss_vfl_aux_5: 0.8041 (0.8469)  loss_vfl_dn_0: 0.4726 (0.4776)  loss_vfl_dn_1: 0.4197 (0.4223)  loss_vfl_dn_2: 0.4008 (0.4046)  loss_vfl_dn_3: 0.3906 (0.3970)  loss_vfl_dn_4: 0.3892 (0.3941)  loss_vfl_dn_5: 0.3877 (0.3935)  time: 0.4745  data: 0.0142  max mem: 5653
Epoch: [12]  [2900/7393]  eta: 0:35:52  lr: 0.000010  loss: 18.2214 (18.0068)  loss_bbox: 0.1741 (0.1781)  loss_bbox_aux_0: 0.1892 (0.1926)  loss_bbox_aux_1: 0.1864 (0.1833)  loss_bbox_aux_2: 0.1694 (0.1801)  loss_bbox_aux_3: 0.1760 (0.1784)  loss_bbox_aux_4: 0.1737 (0.1781)  loss_bbox_aux_5: 0.2381 (0.2363)  loss_bbox_dn_0: 0.3239 (0.3271)  loss_bbox_dn_1: 0.2528 (0.2571)  loss_bbox_dn_2: 0.2321 (0.2370)  loss_bbox_dn_3: 0.2270 (0.2290)  loss_bbox_dn_4: 0.2265 (0.2268)  loss_bbox_dn_5: 0.2266 (0.2267)  loss_giou: 0.5497 (0.5262)  loss_giou_aux_0: 0.5499 (0.5537)  loss_giou_aux_1: 0.5726 (0.5359)  loss_giou_aux_2: 0.5404 (0.5303)  loss_giou_aux_3: 0.5527 (0.5273)  loss_giou_aux_4: 0.5479 (0.5267)  loss_giou_aux_5: 0.6592 (0.6292)  loss_giou_dn_0: 0.6656 (0.6642)  loss_giou_dn_1: 0.5597 (0.5602)  loss_giou_dn_2: 0.5443 (0.5339)  loss_giou_dn_3: 0.5370 (0.5253)  loss_giou_dn_4: 0.5339 (0.5230)  loss_giou_dn_5: 0.5340 (0.5231)  loss_vfl: 0.7021 (0.7375)  loss_vfl_aux_0: 0.8331 (0.8709)  loss_vfl_aux_1: 0.7937 (0.8147)  loss_vfl_aux_2: 0.7418 (0.7700)  loss_vfl_aux_3: 0.7180 (0.7489)  loss_vfl_aux_4: 0.7086 (0.7400)  loss_vfl_aux_5: 0.8011 (0.8464)  loss_vfl_dn_0: 0.4745 (0.4776)  loss_vfl_dn_1: 0.4235 (0.4222)  loss_vfl_dn_2: 0.4048 (0.4045)  loss_vfl_dn_3: 0.3989 (0.3969)  loss_vfl_dn_4: 0.3972 (0.3940)  loss_vfl_dn_5: 0.3988 (0.3934)  time: 0.4749  data: 0.0141  max mem: 5653
Epoch: [12]  [3000/7393]  eta: 0:35:03  lr: 0.000010  loss: 18.2538 (18.0103)  loss_bbox: 0.1782 (0.1782)  loss_bbox_aux_0: 0.1938 (0.1927)  loss_bbox_aux_1: 0.1804 (0.1834)  loss_bbox_aux_2: 0.1774 (0.1802)  loss_bbox_aux_3: 0.1722 (0.1784)  loss_bbox_aux_4: 0.1779 (0.1782)  loss_bbox_aux_5: 0.2424 (0.2365)  loss_bbox_dn_0: 0.3311 (0.3272)  loss_bbox_dn_1: 0.2602 (0.2572)  loss_bbox_dn_2: 0.2343 (0.2371)  loss_bbox_dn_3: 0.2264 (0.2291)  loss_bbox_dn_4: 0.2265 (0.2269)  loss_bbox_dn_5: 0.2267 (0.2268)  loss_giou: 0.5560 (0.5264)  loss_giou_aux_0: 0.5883 (0.5541)  loss_giou_aux_1: 0.5676 (0.5362)  loss_giou_aux_2: 0.5630 (0.5305)  loss_giou_aux_3: 0.5565 (0.5275)  loss_giou_aux_4: 0.5579 (0.5269)  loss_giou_aux_5: 0.6433 (0.6295)  loss_giou_dn_0: 0.6930 (0.6644)  loss_giou_dn_1: 0.5739 (0.5604)  loss_giou_dn_2: 0.5392 (0.5341)  loss_giou_dn_3: 0.5318 (0.5255)  loss_giou_dn_4: 0.5297 (0.5232)  loss_giou_dn_5: 0.5297 (0.5233)  loss_vfl: 0.6939 (0.7375)  loss_vfl_aux_0: 0.8259 (0.8705)  loss_vfl_aux_1: 0.7842 (0.8146)  loss_vfl_aux_2: 0.7129 (0.7699)  loss_vfl_aux_3: 0.7104 (0.7489)  loss_vfl_aux_4: 0.7070 (0.7400)  loss_vfl_aux_5: 0.8087 (0.8461)  loss_vfl_dn_0: 0.4754 (0.4776)  loss_vfl_dn_1: 0.4250 (0.4223)  loss_vfl_dn_2: 0.4037 (0.4046)  loss_vfl_dn_3: 0.3958 (0.3970)  loss_vfl_dn_4: 0.3929 (0.3940)  loss_vfl_dn_5: 0.3948 (0.3934)  time: 0.4761  data: 0.0142  max mem: 5653
Epoch: [12]  [3100/7393]  eta: 0:34:21  lr: 0.000010  loss: 18.1497 (18.0141)  loss_bbox: 0.1789 (0.1779)  loss_bbox_aux_0: 0.1889 (0.1926)  loss_bbox_aux_1: 0.1772 (0.1832)  loss_bbox_aux_2: 0.1810 (0.1799)  loss_bbox_aux_3: 0.1789 (0.1782)  loss_bbox_aux_4: 0.1788 (0.1779)  loss_bbox_aux_5: 0.2302 (0.2362)  loss_bbox_dn_0: 0.3302 (0.3270)  loss_bbox_dn_1: 0.2569 (0.2571)  loss_bbox_dn_2: 0.2412 (0.2370)  loss_bbox_dn_3: 0.2352 (0.2290)  loss_bbox_dn_4: 0.2330 (0.2268)  loss_bbox_dn_5: 0.2329 (0.2267)  loss_giou: 0.5064 (0.5267)  loss_giou_aux_0: 0.5429 (0.5544)  loss_giou_aux_1: 0.5278 (0.5365)  loss_giou_aux_2: 0.5188 (0.5308)  loss_giou_aux_3: 0.5072 (0.5277)  loss_giou_aux_4: 0.5106 (0.5271)  loss_giou_aux_5: 0.6382 (0.6298)  loss_giou_dn_0: 0.6601 (0.6647)  loss_giou_dn_1: 0.5577 (0.5607)  loss_giou_dn_2: 0.5347 (0.5344)  loss_giou_dn_3: 0.5255 (0.5258)  loss_giou_dn_4: 0.5227 (0.5236)  loss_giou_dn_5: 0.5226 (0.5237)  loss_vfl: 0.7010 (0.7378)  loss_vfl_aux_0: 0.8540 (0.8707)  loss_vfl_aux_1: 0.8096 (0.8150)  loss_vfl_aux_2: 0.7289 (0.7703)  loss_vfl_aux_3: 0.7330 (0.7493)  loss_vfl_aux_4: 0.7157 (0.7404)  loss_vfl_aux_5: 0.8136 (0.8464)  loss_vfl_dn_0: 0.4739 (0.4775)  loss_vfl_dn_1: 0.4188 (0.4223)  loss_vfl_dn_2: 0.4048 (0.4046)  loss_vfl_dn_3: 0.3972 (0.3970)  loss_vfl_dn_4: 0.3977 (0.3940)  loss_vfl_dn_5: 0.3966 (0.3934)  time: 0.4717  data: 0.0141  max mem: 5653
Epoch: [12]  [3200/7393]  eta: 0:33:32  lr: 0.000010  loss: 18.2614 (18.0153)  loss_bbox: 0.1707 (0.1780)  loss_bbox_aux_0: 0.1938 (0.1927)  loss_bbox_aux_1: 0.1779 (0.1834)  loss_bbox_aux_2: 0.1752 (0.1801)  loss_bbox_aux_3: 0.1745 (0.1783)  loss_bbox_aux_4: 0.1747 (0.1780)  loss_bbox_aux_5: 0.2445 (0.2364)  loss_bbox_dn_0: 0.3036 (0.3273)  loss_bbox_dn_1: 0.2450 (0.2573)  loss_bbox_dn_2: 0.2293 (0.2372)  loss_bbox_dn_3: 0.2249 (0.2292)  loss_bbox_dn_4: 0.2248 (0.2270)  loss_bbox_dn_5: 0.2249 (0.2269)  loss_giou: 0.4731 (0.5263)  loss_giou_aux_0: 0.5178 (0.5540)  loss_giou_aux_1: 0.5036 (0.5362)  loss_giou_aux_2: 0.4901 (0.5305)  loss_giou_aux_3: 0.4740 (0.5274)  loss_giou_aux_4: 0.4801 (0.5267)  loss_giou_aux_5: 0.6134 (0.6294)  loss_giou_dn_0: 0.6383 (0.6643)  loss_giou_dn_1: 0.5404 (0.5604)  loss_giou_dn_2: 0.5150 (0.5341)  loss_giou_dn_3: 0.5041 (0.5255)  loss_giou_dn_4: 0.5019 (0.5232)  loss_giou_dn_5: 0.5022 (0.5234)  loss_vfl: 0.7248 (0.7383)  loss_vfl_aux_0: 0.8673 (0.8715)  loss_vfl_aux_1: 0.8241 (0.8156)  loss_vfl_aux_2: 0.7739 (0.7708)  loss_vfl_aux_3: 0.7315 (0.7498)  loss_vfl_aux_4: 0.7273 (0.7409)  loss_vfl_aux_5: 0.8407 (0.8469)  loss_vfl_dn_0: 0.4768 (0.4777)  loss_vfl_dn_1: 0.4198 (0.4222)  loss_vfl_dn_2: 0.4051 (0.4045)  loss_vfl_dn_3: 0.3945 (0.3969)  loss_vfl_dn_4: 0.3920 (0.3940)  loss_vfl_dn_5: 0.3913 (0.3934)  time: 0.4742  data: 0.0135  max mem: 5653
Epoch: [12]  [3300/7393]  eta: 0:32:42  lr: 0.000010  loss: 17.6597 (18.0121)  loss_bbox: 0.1717 (0.1780)  loss_bbox_aux_0: 0.1832 (0.1927)  loss_bbox_aux_1: 0.1727 (0.1834)  loss_bbox_aux_2: 0.1779 (0.1801)  loss_bbox_aux_3: 0.1715 (0.1783)  loss_bbox_aux_4: 0.1704 (0.1780)  loss_bbox_aux_5: 0.2173 (0.2363)  loss_bbox_dn_0: 0.2861 (0.3273)  loss_bbox_dn_1: 0.2312 (0.2572)  loss_bbox_dn_2: 0.2148 (0.2371)  loss_bbox_dn_3: 0.2032 (0.2291)  loss_bbox_dn_4: 0.2002 (0.2269)  loss_bbox_dn_5: 0.1996 (0.2268)  loss_giou: 0.4920 (0.5261)  loss_giou_aux_0: 0.5205 (0.5538)  loss_giou_aux_1: 0.4924 (0.5361)  loss_giou_aux_2: 0.5032 (0.5303)  loss_giou_aux_3: 0.4975 (0.5272)  loss_giou_aux_4: 0.4924 (0.5266)  loss_giou_aux_5: 0.5940 (0.6293)  loss_giou_dn_0: 0.6350 (0.6641)  loss_giou_dn_1: 0.5345 (0.5602)  loss_giou_dn_2: 0.5096 (0.5339)  loss_giou_dn_3: 0.5001 (0.5253)  loss_giou_dn_4: 0.4990 (0.5231)  loss_giou_dn_5: 0.4992 (0.5232)  loss_vfl: 0.7390 (0.7383)  loss_vfl_aux_0: 0.8581 (0.8712)  loss_vfl_aux_1: 0.8015 (0.8155)  loss_vfl_aux_2: 0.7397 (0.7707)  loss_vfl_aux_3: 0.7360 (0.7497)  loss_vfl_aux_4: 0.7395 (0.7409)  loss_vfl_aux_5: 0.8516 (0.8467)  loss_vfl_dn_0: 0.4773 (0.4778)  loss_vfl_dn_1: 0.4217 (0.4223)  loss_vfl_dn_2: 0.4008 (0.4045)  loss_vfl_dn_3: 0.3920 (0.3969)  loss_vfl_dn_4: 0.3873 (0.3940)  loss_vfl_dn_5: 0.3885 (0.3934)  time: 0.4707  data: 0.0135  max mem: 5653
Epoch: [12]  [3400/7393]  eta: 0:31:53  lr: 0.000010  loss: 17.9634 (18.0113)  loss_bbox: 0.1796 (0.1780)  loss_bbox_aux_0: 0.2018 (0.1928)  loss_bbox_aux_1: 0.1935 (0.1834)  loss_bbox_aux_2: 0.1814 (0.1801)  loss_bbox_aux_3: 0.1821 (0.1783)  loss_bbox_aux_4: 0.1825 (0.1780)  loss_bbox_aux_5: 0.2473 (0.2363)  loss_bbox_dn_0: 0.3267 (0.3274)  loss_bbox_dn_1: 0.2599 (0.2574)  loss_bbox_dn_2: 0.2408 (0.2372)  loss_bbox_dn_3: 0.2309 (0.2293)  loss_bbox_dn_4: 0.2282 (0.2270)  loss_bbox_dn_5: 0.2282 (0.2270)  loss_giou: 0.4686 (0.5258)  loss_giou_aux_0: 0.4838 (0.5535)  loss_giou_aux_1: 0.4694 (0.5358)  loss_giou_aux_2: 0.4640 (0.5300)  loss_giou_aux_3: 0.4602 (0.5269)  loss_giou_aux_4: 0.4603 (0.5262)  loss_giou_aux_5: 0.5609 (0.6289)  loss_giou_dn_0: 0.6641 (0.6640)  loss_giou_dn_1: 0.5474 (0.5601)  loss_giou_dn_2: 0.5200 (0.5338)  loss_giou_dn_3: 0.5111 (0.5252)  loss_giou_dn_4: 0.5088 (0.5229)  loss_giou_dn_5: 0.5087 (0.5231)  loss_vfl: 0.7236 (0.7384)  loss_vfl_aux_0: 0.8560 (0.8714)  loss_vfl_aux_1: 0.7945 (0.8155)  loss_vfl_aux_2: 0.7365 (0.7708)  loss_vfl_aux_3: 0.7285 (0.7498)  loss_vfl_aux_4: 0.7288 (0.7411)  loss_vfl_aux_5: 0.8335 (0.8470)  loss_vfl_dn_0: 0.4720 (0.4778)  loss_vfl_dn_1: 0.4184 (0.4222)  loss_vfl_dn_2: 0.3971 (0.4045)  loss_vfl_dn_3: 0.3907 (0.3969)  loss_vfl_dn_4: 0.3875 (0.3940)  loss_vfl_dn_5: 0.3878 (0.3934)  time: 0.4636  data: 0.0140  max mem: 5653
Epoch: [12]  [3500/7393]  eta: 0:31:04  lr: 0.000010  loss: 18.2854 (18.0048)  loss_bbox: 0.1761 (0.1779)  loss_bbox_aux_0: 0.1885 (0.1926)  loss_bbox_aux_1: 0.1806 (0.1833)  loss_bbox_aux_2: 0.1786 (0.1800)  loss_bbox_aux_3: 0.1781 (0.1782)  loss_bbox_aux_4: 0.1763 (0.1778)  loss_bbox_aux_5: 0.2410 (0.2361)  loss_bbox_dn_0: 0.3439 (0.3272)  loss_bbox_dn_1: 0.2689 (0.2571)  loss_bbox_dn_2: 0.2451 (0.2370)  loss_bbox_dn_3: 0.2376 (0.2290)  loss_bbox_dn_4: 0.2334 (0.2267)  loss_bbox_dn_5: 0.2336 (0.2267)  loss_giou: 0.5196 (0.5256)  loss_giou_aux_0: 0.5626 (0.5534)  loss_giou_aux_1: 0.5253 (0.5356)  loss_giou_aux_2: 0.5291 (0.5298)  loss_giou_aux_3: 0.5266 (0.5267)  loss_giou_aux_4: 0.5177 (0.5261)  loss_giou_aux_5: 0.6288 (0.6288)  loss_giou_dn_0: 0.6633 (0.6636)  loss_giou_dn_1: 0.5496 (0.5598)  loss_giou_dn_2: 0.5260 (0.5335)  loss_giou_dn_3: 0.5193 (0.5249)  loss_giou_dn_4: 0.5175 (0.5226)  loss_giou_dn_5: 0.5175 (0.5227)  loss_vfl: 0.7530 (0.7383)  loss_vfl_aux_0: 0.8972 (0.8715)  loss_vfl_aux_1: 0.8374 (0.8156)  loss_vfl_aux_2: 0.7801 (0.7708)  loss_vfl_aux_3: 0.7578 (0.7497)  loss_vfl_aux_4: 0.7524 (0.7410)  loss_vfl_aux_5: 0.8455 (0.8469)  loss_vfl_dn_0: 0.4789 (0.4777)  loss_vfl_dn_1: 0.4255 (0.4221)  loss_vfl_dn_2: 0.4098 (0.4044)  loss_vfl_dn_3: 0.3992 (0.3968)  loss_vfl_dn_4: 0.3967 (0.3939)  loss_vfl_dn_5: 0.3968 (0.3933)  time: 0.4617  data: 0.0142  max mem: 5653
Epoch: [12]  [3600/7393]  eta: 0:30:20  lr: 0.000010  loss: 16.7877 (18.0054)  loss_bbox: 0.1551 (0.1779)  loss_bbox_aux_0: 0.1738 (0.1926)  loss_bbox_aux_1: 0.1652 (0.1833)  loss_bbox_aux_2: 0.1525 (0.1800)  loss_bbox_aux_3: 0.1558 (0.1782)  loss_bbox_aux_4: 0.1582 (0.1779)  loss_bbox_aux_5: 0.2135 (0.2361)  loss_bbox_dn_0: 0.3133 (0.3274)  loss_bbox_dn_1: 0.2266 (0.2573)  loss_bbox_dn_2: 0.2084 (0.2371)  loss_bbox_dn_3: 0.1952 (0.2291)  loss_bbox_dn_4: 0.1967 (0.2269)  loss_bbox_dn_5: 0.1966 (0.2268)  loss_giou: 0.4848 (0.5256)  loss_giou_aux_0: 0.5109 (0.5533)  loss_giou_aux_1: 0.4994 (0.5355)  loss_giou_aux_2: 0.4784 (0.5298)  loss_giou_aux_3: 0.4912 (0.5267)  loss_giou_aux_4: 0.4898 (0.5260)  loss_giou_aux_5: 0.5915 (0.6288)  loss_giou_dn_0: 0.6067 (0.6635)  loss_giou_dn_1: 0.5016 (0.5597)  loss_giou_dn_2: 0.4762 (0.5333)  loss_giou_dn_3: 0.4662 (0.5248)  loss_giou_dn_4: 0.4628 (0.5225)  loss_giou_dn_5: 0.4628 (0.5226)  loss_vfl: 0.6819 (0.7384)  loss_vfl_aux_0: 0.8565 (0.8717)  loss_vfl_aux_1: 0.7591 (0.8157)  loss_vfl_aux_2: 0.7298 (0.7709)  loss_vfl_aux_3: 0.6965 (0.7497)  loss_vfl_aux_4: 0.6868 (0.7411)  loss_vfl_aux_5: 0.8096 (0.8468)  loss_vfl_dn_0: 0.4763 (0.4778)  loss_vfl_dn_1: 0.4075 (0.4221)  loss_vfl_dn_2: 0.3886 (0.4044)  loss_vfl_dn_3: 0.3797 (0.3968)  loss_vfl_dn_4: 0.3778 (0.3939)  loss_vfl_dn_5: 0.3771 (0.3933)  time: 0.7052  data: 0.0140  max mem: 5653
Epoch: [12]  [3700/7393]  eta: 0:29:31  lr: 0.000010  loss: 17.9852 (17.9978)  loss_bbox: 0.1677 (0.1778)  loss_bbox_aux_0: 0.1905 (0.1926)  loss_bbox_aux_1: 0.1745 (0.1832)  loss_bbox_aux_2: 0.1692 (0.1799)  loss_bbox_aux_3: 0.1743 (0.1781)  loss_bbox_aux_4: 0.1657 (0.1778)  loss_bbox_aux_5: 0.2278 (0.2361)  loss_bbox_dn_0: 0.3168 (0.3276)  loss_bbox_dn_1: 0.2515 (0.2574)  loss_bbox_dn_2: 0.2246 (0.2371)  loss_bbox_dn_3: 0.2153 (0.2291)  loss_bbox_dn_4: 0.2092 (0.2269)  loss_bbox_dn_5: 0.2092 (0.2268)  loss_giou: 0.4567 (0.5252)  loss_giou_aux_0: 0.4840 (0.5529)  loss_giou_aux_1: 0.4585 (0.5351)  loss_giou_aux_2: 0.4478 (0.5294)  loss_giou_aux_3: 0.4482 (0.5263)  loss_giou_aux_4: 0.4603 (0.5256)  loss_giou_aux_5: 0.5614 (0.6285)  loss_giou_dn_0: 0.6186 (0.6632)  loss_giou_dn_1: 0.5207 (0.5593)  loss_giou_dn_2: 0.4988 (0.5330)  loss_giou_dn_3: 0.4891 (0.5244)  loss_giou_dn_4: 0.4841 (0.5221)  loss_giou_dn_5: 0.4842 (0.5222)  loss_vfl: 0.7114 (0.7380)  loss_vfl_aux_0: 0.8835 (0.8716)  loss_vfl_aux_1: 0.8274 (0.8156)  loss_vfl_aux_2: 0.7602 (0.7707)  loss_vfl_aux_3: 0.7294 (0.7494)  loss_vfl_aux_4: 0.7153 (0.7408)  loss_vfl_aux_5: 0.8610 (0.8468)  loss_vfl_dn_0: 0.4808 (0.4777)  loss_vfl_dn_1: 0.4228 (0.4219)  loss_vfl_dn_2: 0.4062 (0.4042)  loss_vfl_dn_3: 0.4014 (0.3966)  loss_vfl_dn_4: 0.3943 (0.3937)  loss_vfl_dn_5: 0.3921 (0.3931)  time: 0.4739  data: 0.0145  max mem: 5653
Epoch: [12]  [3800/7393]  eta: 0:28:42  lr: 0.000010  loss: 18.0277 (17.9971)  loss_bbox: 0.1607 (0.1778)  loss_bbox_aux_0: 0.1923 (0.1925)  loss_bbox_aux_1: 0.1719 (0.1831)  loss_bbox_aux_2: 0.1623 (0.1799)  loss_bbox_aux_3: 0.1623 (0.1781)  loss_bbox_aux_4: 0.1626 (0.1778)  loss_bbox_aux_5: 0.2203 (0.2360)  loss_bbox_dn_0: 0.3123 (0.3273)  loss_bbox_dn_1: 0.2296 (0.2571)  loss_bbox_dn_2: 0.2079 (0.2369)  loss_bbox_dn_3: 0.1999 (0.2289)  loss_bbox_dn_4: 0.1961 (0.2266)  loss_bbox_dn_5: 0.1961 (0.2266)  loss_giou: 0.5413 (0.5255)  loss_giou_aux_0: 0.5655 (0.5532)  loss_giou_aux_1: 0.5402 (0.5354)  loss_giou_aux_2: 0.5369 (0.5297)  loss_giou_aux_3: 0.5335 (0.5266)  loss_giou_aux_4: 0.5370 (0.5259)  loss_giou_aux_5: 0.6453 (0.6286)  loss_giou_dn_0: 0.6823 (0.6633)  loss_giou_dn_1: 0.5744 (0.5594)  loss_giou_dn_2: 0.5479 (0.5331)  loss_giou_dn_3: 0.5394 (0.5245)  loss_giou_dn_4: 0.5377 (0.5222)  loss_giou_dn_5: 0.5384 (0.5223)  loss_vfl: 0.7207 (0.7379)  loss_vfl_aux_0: 0.8561 (0.8714)  loss_vfl_aux_1: 0.7967 (0.8155)  loss_vfl_aux_2: 0.7478 (0.7705)  loss_vfl_aux_3: 0.7398 (0.7493)  loss_vfl_aux_4: 0.7239 (0.7406)  loss_vfl_aux_5: 0.8200 (0.8465)  loss_vfl_dn_0: 0.4806 (0.4777)  loss_vfl_dn_1: 0.4224 (0.4219)  loss_vfl_dn_2: 0.4060 (0.4042)  loss_vfl_dn_3: 0.3964 (0.3966)  loss_vfl_dn_4: 0.3933 (0.3937)  loss_vfl_dn_5: 0.3936 (0.3931)  time: 0.4654  data: 0.0137  max mem: 5653
Epoch: [12]  [3900/7393]  eta: 0:27:53  lr: 0.000010  loss: 18.2513 (18.0083)  loss_bbox: 0.1854 (0.1779)  loss_bbox_aux_0: 0.1990 (0.1926)  loss_bbox_aux_1: 0.1935 (0.1833)  loss_bbox_aux_2: 0.1904 (0.1800)  loss_bbox_aux_3: 0.1888 (0.1782)  loss_bbox_aux_4: 0.1871 (0.1779)  loss_bbox_aux_5: 0.2392 (0.2360)  loss_bbox_dn_0: 0.2970 (0.3275)  loss_bbox_dn_1: 0.2308 (0.2572)  loss_bbox_dn_2: 0.2171 (0.2370)  loss_bbox_dn_3: 0.2190 (0.2290)  loss_bbox_dn_4: 0.2177 (0.2267)  loss_bbox_dn_5: 0.2175 (0.2266)  loss_giou: 0.5232 (0.5262)  loss_giou_aux_0: 0.5422 (0.5538)  loss_giou_aux_1: 0.5305 (0.5360)  loss_giou_aux_2: 0.5122 (0.5303)  loss_giou_aux_3: 0.5085 (0.5273)  loss_giou_aux_4: 0.5088 (0.5265)  loss_giou_aux_5: 0.6281 (0.6291)  loss_giou_dn_0: 0.6543 (0.6638)  loss_giou_dn_1: 0.5505 (0.5599)  loss_giou_dn_2: 0.5294 (0.5336)  loss_giou_dn_3: 0.5170 (0.5250)  loss_giou_dn_4: 0.5115 (0.5227)  loss_giou_dn_5: 0.5116 (0.5228)  loss_vfl: 0.7321 (0.7382)  loss_vfl_aux_0: 0.8854 (0.8717)  loss_vfl_aux_1: 0.7868 (0.8157)  loss_vfl_aux_2: 0.7799 (0.7709)  loss_vfl_aux_3: 0.7501 (0.7496)  loss_vfl_aux_4: 0.7288 (0.7410)  loss_vfl_aux_5: 0.8715 (0.8468)  loss_vfl_dn_0: 0.4745 (0.4777)  loss_vfl_dn_1: 0.4242 (0.4219)  loss_vfl_dn_2: 0.4110 (0.4042)  loss_vfl_dn_3: 0.3995 (0.3966)  loss_vfl_dn_4: 0.3981 (0.3937)  loss_vfl_dn_5: 0.3983 (0.3931)  time: 0.4662  data: 0.0135  max mem: 5653
Epoch: [12]  [4000/7393]  eta: 0:27:05  lr: 0.000010  loss: 18.1182 (18.0110)  loss_bbox: 0.1785 (0.1779)  loss_bbox_aux_0: 0.1909 (0.1927)  loss_bbox_aux_1: 0.1836 (0.1833)  loss_bbox_aux_2: 0.1829 (0.1800)  loss_bbox_aux_3: 0.1839 (0.1782)  loss_bbox_aux_4: 0.1828 (0.1779)  loss_bbox_aux_5: 0.2284 (0.2362)  loss_bbox_dn_0: 0.3122 (0.3278)  loss_bbox_dn_1: 0.2360 (0.2575)  loss_bbox_dn_2: 0.2199 (0.2372)  loss_bbox_dn_3: 0.2103 (0.2292)  loss_bbox_dn_4: 0.2092 (0.2269)  loss_bbox_dn_5: 0.2092 (0.2269)  loss_giou: 0.5195 (0.5261)  loss_giou_aux_0: 0.5551 (0.5537)  loss_giou_aux_1: 0.5249 (0.5359)  loss_giou_aux_2: 0.5248 (0.5302)  loss_giou_aux_3: 0.5255 (0.5271)  loss_giou_aux_4: 0.5192 (0.5264)  loss_giou_aux_5: 0.6294 (0.6290)  loss_giou_dn_0: 0.6548 (0.6637)  loss_giou_dn_1: 0.5726 (0.5598)  loss_giou_dn_2: 0.5494 (0.5335)  loss_giou_dn_3: 0.5438 (0.5249)  loss_giou_dn_4: 0.5423 (0.5226)  loss_giou_dn_5: 0.5423 (0.5227)  loss_vfl: 0.7410 (0.7385)  loss_vfl_aux_0: 0.8704 (0.8719)  loss_vfl_aux_1: 0.8232 (0.8161)  loss_vfl_aux_2: 0.7718 (0.7712)  loss_vfl_aux_3: 0.7496 (0.7499)  loss_vfl_aux_4: 0.7456 (0.7413)  loss_vfl_aux_5: 0.8447 (0.8470)  loss_vfl_dn_0: 0.4802 (0.4777)  loss_vfl_dn_1: 0.4227 (0.4219)  loss_vfl_dn_2: 0.4089 (0.4042)  loss_vfl_dn_3: 0.3995 (0.3967)  loss_vfl_dn_4: 0.3978 (0.3938)  loss_vfl_dn_5: 0.3991 (0.3931)  time: 0.4584  data: 0.0137  max mem: 5653
Epoch: [12]  [4100/7393]  eta: 0:26:16  lr: 0.000010  loss: 18.7972 (18.0180)  loss_bbox: 0.1674 (0.1780)  loss_bbox_aux_0: 0.1905 (0.1927)  loss_bbox_aux_1: 0.1636 (0.1833)  loss_bbox_aux_2: 0.1649 (0.1800)  loss_bbox_aux_3: 0.1652 (0.1782)  loss_bbox_aux_4: 0.1667 (0.1779)  loss_bbox_aux_5: 0.2246 (0.2361)  loss_bbox_dn_0: 0.3102 (0.3276)  loss_bbox_dn_1: 0.2528 (0.2574)  loss_bbox_dn_2: 0.2343 (0.2372)  loss_bbox_dn_3: 0.2339 (0.2292)  loss_bbox_dn_4: 0.2338 (0.2269)  loss_bbox_dn_5: 0.2338 (0.2269)  loss_giou: 0.5308 (0.5269)  loss_giou_aux_0: 0.5602 (0.5544)  loss_giou_aux_1: 0.5345 (0.5366)  loss_giou_aux_2: 0.5449 (0.5310)  loss_giou_aux_3: 0.5411 (0.5279)  loss_giou_aux_4: 0.5323 (0.5272)  loss_giou_aux_5: 0.6279 (0.6298)  loss_giou_dn_0: 0.6916 (0.6641)  loss_giou_dn_1: 0.5977 (0.5603)  loss_giou_dn_2: 0.5682 (0.5340)  loss_giou_dn_3: 0.5625 (0.5254)  loss_giou_dn_4: 0.5596 (0.5231)  loss_giou_dn_5: 0.5596 (0.5232)  loss_vfl: 0.7579 (0.7385)  loss_vfl_aux_0: 0.8669 (0.8716)  loss_vfl_aux_1: 0.8474 (0.8162)  loss_vfl_aux_2: 0.7865 (0.7711)  loss_vfl_aux_3: 0.7685 (0.7499)  loss_vfl_aux_4: 0.7709 (0.7412)  loss_vfl_aux_5: 0.8142 (0.8466)  loss_vfl_dn_0: 0.4682 (0.4776)  loss_vfl_dn_1: 0.4154 (0.4220)  loss_vfl_dn_2: 0.3966 (0.4043)  loss_vfl_dn_3: 0.3902 (0.3967)  loss_vfl_dn_4: 0.3885 (0.3938)  loss_vfl_dn_5: 0.3859 (0.3932)  time: 0.4644  data: 0.0138  max mem: 5653
Epoch: [12]  [4200/7393]  eta: 0:25:28  lr: 0.000010  loss: 17.8020 (18.0170)  loss_bbox: 0.1677 (0.1779)  loss_bbox_aux_0: 0.1799 (0.1926)  loss_bbox_aux_1: 0.1748 (0.1832)  loss_bbox_aux_2: 0.1734 (0.1799)  loss_bbox_aux_3: 0.1664 (0.1782)  loss_bbox_aux_4: 0.1667 (0.1779)  loss_bbox_aux_5: 0.2293 (0.2361)  loss_bbox_dn_0: 0.3265 (0.3277)  loss_bbox_dn_1: 0.2552 (0.2575)  loss_bbox_dn_2: 0.2292 (0.2373)  loss_bbox_dn_3: 0.2234 (0.2293)  loss_bbox_dn_4: 0.2220 (0.2270)  loss_bbox_dn_5: 0.2225 (0.2270)  loss_giou: 0.5078 (0.5265)  loss_giou_aux_0: 0.5157 (0.5540)  loss_giou_aux_1: 0.5095 (0.5363)  loss_giou_aux_2: 0.5078 (0.5306)  loss_giou_aux_3: 0.5088 (0.5276)  loss_giou_aux_4: 0.5086 (0.5269)  loss_giou_aux_5: 0.5815 (0.6295)  loss_giou_dn_0: 0.6734 (0.6640)  loss_giou_dn_1: 0.5750 (0.5602)  loss_giou_dn_2: 0.5418 (0.5338)  loss_giou_dn_3: 0.5298 (0.5252)  loss_giou_dn_4: 0.5265 (0.5229)  loss_giou_dn_5: 0.5268 (0.5231)  loss_vfl: 0.7440 (0.7387)  loss_vfl_aux_0: 0.8624 (0.8721)  loss_vfl_aux_1: 0.8138 (0.8166)  loss_vfl_aux_2: 0.7791 (0.7714)  loss_vfl_aux_3: 0.7592 (0.7501)  loss_vfl_aux_4: 0.7528 (0.7414)  loss_vfl_aux_5: 0.8342 (0.8468)  loss_vfl_dn_0: 0.4823 (0.4777)  loss_vfl_dn_1: 0.4208 (0.4220)  loss_vfl_dn_2: 0.4025 (0.4043)  loss_vfl_dn_3: 0.3942 (0.3967)  loss_vfl_dn_4: 0.3906 (0.3938)  loss_vfl_dn_5: 0.3883 (0.3932)  time: 0.4767  data: 0.0136  max mem: 5653
Epoch: [12]  [4300/7393]  eta: 0:24:39  lr: 0.000010  loss: 18.2764 (18.0148)  loss_bbox: 0.1842 (0.1779)  loss_bbox_aux_0: 0.1916 (0.1926)  loss_bbox_aux_1: 0.1948 (0.1832)  loss_bbox_aux_2: 0.1843 (0.1799)  loss_bbox_aux_3: 0.1806 (0.1781)  loss_bbox_aux_4: 0.1842 (0.1778)  loss_bbox_aux_5: 0.2413 (0.2361)  loss_bbox_dn_0: 0.2979 (0.3277)  loss_bbox_dn_1: 0.2389 (0.2575)  loss_bbox_dn_2: 0.2243 (0.2373)  loss_bbox_dn_3: 0.2243 (0.2293)  loss_bbox_dn_4: 0.2217 (0.2270)  loss_bbox_dn_5: 0.2214 (0.2270)  loss_giou: 0.5323 (0.5264)  loss_giou_aux_0: 0.5702 (0.5539)  loss_giou_aux_1: 0.5402 (0.5362)  loss_giou_aux_2: 0.5262 (0.5305)  loss_giou_aux_3: 0.5275 (0.5275)  loss_giou_aux_4: 0.5332 (0.5268)  loss_giou_aux_5: 0.6435 (0.6294)  loss_giou_dn_0: 0.6762 (0.6639)  loss_giou_dn_1: 0.5669 (0.5600)  loss_giou_dn_2: 0.5418 (0.5337)  loss_giou_dn_3: 0.5301 (0.5251)  loss_giou_dn_4: 0.5276 (0.5228)  loss_giou_dn_5: 0.5277 (0.5229)  loss_vfl: 0.7240 (0.7387)  loss_vfl_aux_0: 0.8179 (0.8720)  loss_vfl_aux_1: 0.7788 (0.8167)  loss_vfl_aux_2: 0.7587 (0.7714)  loss_vfl_aux_3: 0.7383 (0.7500)  loss_vfl_aux_4: 0.7249 (0.7413)  loss_vfl_aux_5: 0.7983 (0.8465)  loss_vfl_dn_0: 0.4749 (0.4777)  loss_vfl_dn_1: 0.4205 (0.4219)  loss_vfl_dn_2: 0.4008 (0.4043)  loss_vfl_dn_3: 0.3921 (0.3967)  loss_vfl_dn_4: 0.3902 (0.3938)  loss_vfl_dn_5: 0.3896 (0.3932)  time: 0.4736  data: 0.0144  max mem: 5653
Epoch: [12]  [4400/7393]  eta: 0:23:51  lr: 0.000010  loss: 18.2079 (18.0146)  loss_bbox: 0.1646 (0.1778)  loss_bbox_aux_0: 0.1827 (0.1925)  loss_bbox_aux_1: 0.1750 (0.1830)  loss_bbox_aux_2: 0.1702 (0.1798)  loss_bbox_aux_3: 0.1664 (0.1781)  loss_bbox_aux_4: 0.1670 (0.1778)  loss_bbox_aux_5: 0.2192 (0.2361)  loss_bbox_dn_0: 0.2811 (0.3277)  loss_bbox_dn_1: 0.2254 (0.2575)  loss_bbox_dn_2: 0.2064 (0.2372)  loss_bbox_dn_3: 0.1998 (0.2292)  loss_bbox_dn_4: 0.1983 (0.2270)  loss_bbox_dn_5: 0.1983 (0.2269)  loss_giou: 0.5385 (0.5262)  loss_giou_aux_0: 0.5571 (0.5538)  loss_giou_aux_1: 0.5382 (0.5360)  loss_giou_aux_2: 0.5417 (0.5304)  loss_giou_aux_3: 0.5306 (0.5273)  loss_giou_aux_4: 0.5357 (0.5266)  loss_giou_aux_5: 0.6367 (0.6294)  loss_giou_dn_0: 0.6784 (0.6638)  loss_giou_dn_1: 0.5771 (0.5599)  loss_giou_dn_2: 0.5603 (0.5336)  loss_giou_dn_3: 0.5573 (0.5250)  loss_giou_dn_4: 0.5568 (0.5227)  loss_giou_dn_5: 0.5567 (0.5229)  loss_vfl: 0.7280 (0.7389)  loss_vfl_aux_0: 0.8621 (0.8724)  loss_vfl_aux_1: 0.8059 (0.8172)  loss_vfl_aux_2: 0.7682 (0.7717)  loss_vfl_aux_3: 0.7362 (0.7502)  loss_vfl_aux_4: 0.7300 (0.7416)  loss_vfl_aux_5: 0.8360 (0.8465)  loss_vfl_dn_0: 0.4759 (0.4777)  loss_vfl_dn_1: 0.4270 (0.4220)  loss_vfl_dn_2: 0.4053 (0.4043)  loss_vfl_dn_3: 0.3927 (0.3967)  loss_vfl_dn_4: 0.3897 (0.3938)  loss_vfl_dn_5: 0.3902 (0.3932)  time: 0.4735  data: 0.0137  max mem: 5653
Epoch: [12]  [4500/7393]  eta: 0:23:03  lr: 0.000010  loss: 17.9124 (18.0163)  loss_bbox: 0.1621 (0.1777)  loss_bbox_aux_0: 0.1744 (0.1924)  loss_bbox_aux_1: 0.1619 (0.1829)  loss_bbox_aux_2: 0.1607 (0.1797)  loss_bbox_aux_3: 0.1610 (0.1780)  loss_bbox_aux_4: 0.1606 (0.1777)  loss_bbox_aux_5: 0.2070 (0.2360)  loss_bbox_dn_0: 0.2850 (0.3277)  loss_bbox_dn_1: 0.2242 (0.2575)  loss_bbox_dn_2: 0.1888 (0.2372)  loss_bbox_dn_3: 0.1865 (0.2292)  loss_bbox_dn_4: 0.1875 (0.2270)  loss_bbox_dn_5: 0.1874 (0.2269)  loss_giou: 0.5533 (0.5265)  loss_giou_aux_0: 0.6102 (0.5540)  loss_giou_aux_1: 0.5696 (0.5362)  loss_giou_aux_2: 0.5598 (0.5306)  loss_giou_aux_3: 0.5614 (0.5276)  loss_giou_aux_4: 0.5541 (0.5269)  loss_giou_aux_5: 0.6590 (0.6296)  loss_giou_dn_0: 0.6825 (0.6639)  loss_giou_dn_1: 0.5744 (0.5601)  loss_giou_dn_2: 0.5533 (0.5338)  loss_giou_dn_3: 0.5480 (0.5252)  loss_giou_dn_4: 0.5459 (0.5229)  loss_giou_dn_5: 0.5457 (0.5231)  loss_vfl: 0.7249 (0.7387)  loss_vfl_aux_0: 0.8466 (0.8725)  loss_vfl_aux_1: 0.7999 (0.8174)  loss_vfl_aux_2: 0.7553 (0.7717)  loss_vfl_aux_3: 0.7248 (0.7500)  loss_vfl_aux_4: 0.7219 (0.7413)  loss_vfl_aux_5: 0.7975 (0.8464)  loss_vfl_dn_0: 0.4809 (0.4778)  loss_vfl_dn_1: 0.4180 (0.4220)  loss_vfl_dn_2: 0.3992 (0.4043)  loss_vfl_dn_3: 0.3958 (0.3967)  loss_vfl_dn_4: 0.3941 (0.3938)  loss_vfl_dn_5: 0.3931 (0.3932)  time: 0.4821  data: 0.0145  max mem: 5653
Epoch: [12]  [4600/7393]  eta: 0:22:14  lr: 0.000010  loss: 17.9071 (18.0162)  loss_bbox: 0.1699 (0.1777)  loss_bbox_aux_0: 0.1855 (0.1924)  loss_bbox_aux_1: 0.1732 (0.1829)  loss_bbox_aux_2: 0.1760 (0.1797)  loss_bbox_aux_3: 0.1779 (0.1780)  loss_bbox_aux_4: 0.1749 (0.1777)  loss_bbox_aux_5: 0.2167 (0.2359)  loss_bbox_dn_0: 0.3013 (0.3275)  loss_bbox_dn_1: 0.2363 (0.2573)  loss_bbox_dn_2: 0.2148 (0.2371)  loss_bbox_dn_3: 0.2085 (0.2291)  loss_bbox_dn_4: 0.2069 (0.2268)  loss_bbox_dn_5: 0.2071 (0.2268)  loss_giou: 0.5508 (0.5269)  loss_giou_aux_0: 0.5686 (0.5544)  loss_giou_aux_1: 0.5368 (0.5366)  loss_giou_aux_2: 0.5358 (0.5310)  loss_giou_aux_3: 0.5435 (0.5280)  loss_giou_aux_4: 0.5511 (0.5273)  loss_giou_aux_5: 0.6206 (0.6299)  loss_giou_dn_0: 0.6501 (0.6640)  loss_giou_dn_1: 0.5474 (0.5603)  loss_giou_dn_2: 0.5195 (0.5340)  loss_giou_dn_3: 0.5173 (0.5254)  loss_giou_dn_4: 0.5154 (0.5232)  loss_giou_dn_5: 0.5158 (0.5233)  loss_vfl: 0.7088 (0.7384)  loss_vfl_aux_0: 0.8573 (0.8722)  loss_vfl_aux_1: 0.8016 (0.8171)  loss_vfl_aux_2: 0.7483 (0.7715)  loss_vfl_aux_3: 0.7236 (0.7496)  loss_vfl_aux_4: 0.7111 (0.7410)  loss_vfl_aux_5: 0.8169 (0.8461)  loss_vfl_dn_0: 0.4730 (0.4777)  loss_vfl_dn_1: 0.4133 (0.4219)  loss_vfl_dn_2: 0.3971 (0.4042)  loss_vfl_dn_3: 0.3907 (0.3966)  loss_vfl_dn_4: 0.3868 (0.3937)  loss_vfl_dn_5: 0.3845 (0.3931)  time: 0.4697  data: 0.0142  max mem: 5653
Epoch: [12]  [4700/7393]  eta: 0:21:26  lr: 0.000010  loss: 17.4650 (18.0160)  loss_bbox: 0.1660 (0.1777)  loss_bbox_aux_0: 0.1669 (0.1924)  loss_bbox_aux_1: 0.1653 (0.1828)  loss_bbox_aux_2: 0.1632 (0.1796)  loss_bbox_aux_3: 0.1698 (0.1779)  loss_bbox_aux_4: 0.1675 (0.1776)  loss_bbox_aux_5: 0.2082 (0.2358)  loss_bbox_dn_0: 0.2830 (0.3275)  loss_bbox_dn_1: 0.2127 (0.2573)  loss_bbox_dn_2: 0.1977 (0.2370)  loss_bbox_dn_3: 0.1911 (0.2290)  loss_bbox_dn_4: 0.1904 (0.2268)  loss_bbox_dn_5: 0.1904 (0.2267)  loss_giou: 0.5051 (0.5268)  loss_giou_aux_0: 0.5164 (0.5544)  loss_giou_aux_1: 0.5040 (0.5366)  loss_giou_aux_2: 0.5103 (0.5309)  loss_giou_aux_3: 0.5098 (0.5280)  loss_giou_aux_4: 0.5115 (0.5273)  loss_giou_aux_5: 0.6046 (0.6298)  loss_giou_dn_0: 0.6446 (0.6640)  loss_giou_dn_1: 0.5461 (0.5603)  loss_giou_dn_2: 0.5211 (0.5340)  loss_giou_dn_3: 0.5108 (0.5254)  loss_giou_dn_4: 0.5088 (0.5231)  loss_giou_dn_5: 0.5088 (0.5233)  loss_vfl: 0.7299 (0.7384)  loss_vfl_aux_0: 0.8432 (0.8722)  loss_vfl_aux_1: 0.8054 (0.8173)  loss_vfl_aux_2: 0.7669 (0.7715)  loss_vfl_aux_3: 0.7384 (0.7497)  loss_vfl_aux_4: 0.7324 (0.7410)  loss_vfl_aux_5: 0.8173 (0.8461)  loss_vfl_dn_0: 0.4811 (0.4778)  loss_vfl_dn_1: 0.4263 (0.4219)  loss_vfl_dn_2: 0.4055 (0.4042)  loss_vfl_dn_3: 0.3973 (0.3966)  loss_vfl_dn_4: 0.3942 (0.3938)  loss_vfl_dn_5: 0.3926 (0.3931)  time: 0.4749  data: 0.0140  max mem: 5653
Epoch: [12]  [4800/7393]  eta: 0:20:38  lr: 0.000010  loss: 18.4921 (18.0166)  loss_bbox: 0.1856 (0.1777)  loss_bbox_aux_0: 0.1952 (0.1924)  loss_bbox_aux_1: 0.1917 (0.1829)  loss_bbox_aux_2: 0.1793 (0.1797)  loss_bbox_aux_3: 0.1858 (0.1780)  loss_bbox_aux_4: 0.1809 (0.1777)  loss_bbox_aux_5: 0.2350 (0.2358)  loss_bbox_dn_0: 0.3207 (0.3274)  loss_bbox_dn_1: 0.2609 (0.2572)  loss_bbox_dn_2: 0.2518 (0.2370)  loss_bbox_dn_3: 0.2438 (0.2290)  loss_bbox_dn_4: 0.2426 (0.2267)  loss_bbox_dn_5: 0.2425 (0.2267)  loss_giou: 0.5350 (0.5271)  loss_giou_aux_0: 0.5635 (0.5546)  loss_giou_aux_1: 0.5516 (0.5368)  loss_giou_aux_2: 0.5382 (0.5312)  loss_giou_aux_3: 0.5375 (0.5282)  loss_giou_aux_4: 0.5347 (0.5275)  loss_giou_aux_5: 0.6368 (0.6299)  loss_giou_dn_0: 0.6658 (0.6641)  loss_giou_dn_1: 0.5778 (0.5604)  loss_giou_dn_2: 0.5488 (0.5341)  loss_giou_dn_3: 0.5398 (0.5255)  loss_giou_dn_4: 0.5385 (0.5232)  loss_giou_dn_5: 0.5388 (0.5234)  loss_vfl: 0.7470 (0.7383)  loss_vfl_aux_0: 0.9041 (0.8720)  loss_vfl_aux_1: 0.7926 (0.8170)  loss_vfl_aux_2: 0.7795 (0.7714)  loss_vfl_aux_3: 0.7438 (0.7495)  loss_vfl_aux_4: 0.7423 (0.7409)  loss_vfl_aux_5: 0.8615 (0.8459)  loss_vfl_dn_0: 0.4766 (0.4777)  loss_vfl_dn_1: 0.4199 (0.4219)  loss_vfl_dn_2: 0.4079 (0.4042)  loss_vfl_dn_3: 0.3965 (0.3966)  loss_vfl_dn_4: 0.3917 (0.3938)  loss_vfl_dn_5: 0.3922 (0.3931)  time: 0.4719  data: 0.0140  max mem: 5653
Epoch: [12]  [4900/7393]  eta: 0:19:50  lr: 0.000010  loss: 17.9615 (18.0181)  loss_bbox: 0.1503 (0.1777)  loss_bbox_aux_0: 0.1735 (0.1924)  loss_bbox_aux_1: 0.1607 (0.1829)  loss_bbox_aux_2: 0.1533 (0.1797)  loss_bbox_aux_3: 0.1518 (0.1780)  loss_bbox_aux_4: 0.1502 (0.1777)  loss_bbox_aux_5: 0.2159 (0.2359)  loss_bbox_dn_0: 0.2858 (0.3273)  loss_bbox_dn_1: 0.2180 (0.2571)  loss_bbox_dn_2: 0.2015 (0.2369)  loss_bbox_dn_3: 0.1967 (0.2289)  loss_bbox_dn_4: 0.1962 (0.2267)  loss_bbox_dn_5: 0.1968 (0.2266)  loss_giou: 0.5335 (0.5274)  loss_giou_aux_0: 0.5767 (0.5549)  loss_giou_aux_1: 0.5613 (0.5371)  loss_giou_aux_2: 0.5417 (0.5315)  loss_giou_aux_3: 0.5368 (0.5285)  loss_giou_aux_4: 0.5354 (0.5278)  loss_giou_aux_5: 0.6446 (0.6302)  loss_giou_dn_0: 0.6880 (0.6642)  loss_giou_dn_1: 0.5841 (0.5605)  loss_giou_dn_2: 0.5519 (0.5343)  loss_giou_dn_3: 0.5390 (0.5257)  loss_giou_dn_4: 0.5357 (0.5234)  loss_giou_dn_5: 0.5354 (0.5236)  loss_vfl: 0.7174 (0.7382)  loss_vfl_aux_0: 0.8318 (0.8717)  loss_vfl_aux_1: 0.7737 (0.8170)  loss_vfl_aux_2: 0.7213 (0.7712)  loss_vfl_aux_3: 0.7175 (0.7494)  loss_vfl_aux_4: 0.7103 (0.7408)  loss_vfl_aux_5: 0.7888 (0.8456)  loss_vfl_dn_0: 0.4775 (0.4777)  loss_vfl_dn_1: 0.4244 (0.4219)  loss_vfl_dn_2: 0.4085 (0.4042)  loss_vfl_dn_3: 0.4006 (0.3966)  loss_vfl_dn_4: 0.3987 (0.3938)  loss_vfl_dn_5: 0.3969 (0.3931)  time: 0.4624  data: 0.0141  max mem: 5653
Epoch: [12]  [5000/7393]  eta: 0:19:01  lr: 0.000010  loss: 18.4092 (18.0185)  loss_bbox: 0.1782 (0.1777)  loss_bbox_aux_0: 0.1801 (0.1924)  loss_bbox_aux_1: 0.1774 (0.1828)  loss_bbox_aux_2: 0.1704 (0.1797)  loss_bbox_aux_3: 0.1728 (0.1780)  loss_bbox_aux_4: 0.1777 (0.1777)  loss_bbox_aux_5: 0.2146 (0.2358)  loss_bbox_dn_0: 0.2786 (0.3271)  loss_bbox_dn_1: 0.2157 (0.2570)  loss_bbox_dn_2: 0.2004 (0.2368)  loss_bbox_dn_3: 0.1912 (0.2288)  loss_bbox_dn_4: 0.1889 (0.2266)  loss_bbox_dn_5: 0.1888 (0.2265)  loss_giou: 0.5173 (0.5276)  loss_giou_aux_0: 0.5546 (0.5551)  loss_giou_aux_1: 0.5326 (0.5372)  loss_giou_aux_2: 0.5173 (0.5316)  loss_giou_aux_3: 0.5232 (0.5287)  loss_giou_aux_4: 0.5239 (0.5280)  loss_giou_aux_5: 0.6319 (0.6304)  loss_giou_dn_0: 0.6763 (0.6641)  loss_giou_dn_1: 0.5696 (0.5605)  loss_giou_dn_2: 0.5462 (0.5343)  loss_giou_dn_3: 0.5379 (0.5257)  loss_giou_dn_4: 0.5367 (0.5234)  loss_giou_dn_5: 0.5369 (0.5236)  loss_vfl: 0.7205 (0.7381)  loss_vfl_aux_0: 0.8955 (0.8718)  loss_vfl_aux_1: 0.8266 (0.8172)  loss_vfl_aux_2: 0.7623 (0.7712)  loss_vfl_aux_3: 0.7545 (0.7493)  loss_vfl_aux_4: 0.7250 (0.7407)  loss_vfl_aux_5: 0.8461 (0.8455)  loss_vfl_dn_0: 0.4790 (0.4777)  loss_vfl_dn_1: 0.4216 (0.4219)  loss_vfl_dn_2: 0.4020 (0.4042)  loss_vfl_dn_3: 0.3960 (0.3966)  loss_vfl_dn_4: 0.3909 (0.3938)  loss_vfl_dn_5: 0.3885 (0.3931)  time: 0.4694  data: 0.0139  max mem: 5653
Epoch: [12]  [5100/7393]  eta: 0:18:14  lr: 0.000010  loss: 18.1252 (18.0147)  loss_bbox: 0.1715 (0.1776)  loss_bbox_aux_0: 0.1759 (0.1922)  loss_bbox_aux_1: 0.1816 (0.1826)  loss_bbox_aux_2: 0.1761 (0.1795)  loss_bbox_aux_3: 0.1780 (0.1779)  loss_bbox_aux_4: 0.1764 (0.1776)  loss_bbox_aux_5: 0.2292 (0.2356)  loss_bbox_dn_0: 0.3020 (0.3267)  loss_bbox_dn_1: 0.2482 (0.2567)  loss_bbox_dn_2: 0.2247 (0.2365)  loss_bbox_dn_3: 0.2193 (0.2285)  loss_bbox_dn_4: 0.2169 (0.2263)  loss_bbox_dn_5: 0.2168 (0.2262)  loss_giou: 0.5216 (0.5276)  loss_giou_aux_0: 0.5616 (0.5552)  loss_giou_aux_1: 0.5276 (0.5372)  loss_giou_aux_2: 0.5274 (0.5317)  loss_giou_aux_3: 0.5282 (0.5287)  loss_giou_aux_4: 0.5214 (0.5280)  loss_giou_aux_5: 0.6131 (0.6305)  loss_giou_dn_0: 0.6581 (0.6640)  loss_giou_dn_1: 0.5519 (0.5605)  loss_giou_dn_2: 0.5298 (0.5343)  loss_giou_dn_3: 0.5253 (0.5257)  loss_giou_dn_4: 0.5235 (0.5234)  loss_giou_dn_5: 0.5226 (0.5235)  loss_vfl: 0.7040 (0.7380)  loss_vfl_aux_0: 0.8334 (0.8717)  loss_vfl_aux_1: 0.8096 (0.8172)  loss_vfl_aux_2: 0.7421 (0.7711)  loss_vfl_aux_3: 0.7223 (0.7492)  loss_vfl_aux_4: 0.6995 (0.7406)  loss_vfl_aux_5: 0.8241 (0.8454)  loss_vfl_dn_0: 0.4772 (0.4777)  loss_vfl_dn_1: 0.4230 (0.4219)  loss_vfl_dn_2: 0.4000 (0.4042)  loss_vfl_dn_3: 0.3931 (0.3967)  loss_vfl_dn_4: 0.3910 (0.3938)  loss_vfl_dn_5: 0.3924 (0.3931)  time: 0.4676  data: 0.0140  max mem: 5653
Epoch: [12]  [5200/7393]  eta: 0:17:28  lr: 0.000010  loss: 17.9223 (18.0148)  loss_bbox: 0.1536 (0.1775)  loss_bbox_aux_0: 0.1654 (0.1921)  loss_bbox_aux_1: 0.1585 (0.1825)  loss_bbox_aux_2: 0.1498 (0.1794)  loss_bbox_aux_3: 0.1469 (0.1778)  loss_bbox_aux_4: 0.1499 (0.1775)  loss_bbox_aux_5: 0.2025 (0.2355)  loss_bbox_dn_0: 0.2781 (0.3265)  loss_bbox_dn_1: 0.2085 (0.2565)  loss_bbox_dn_2: 0.1890 (0.2363)  loss_bbox_dn_3: 0.1821 (0.2284)  loss_bbox_dn_4: 0.1801 (0.2261)  loss_bbox_dn_5: 0.1797 (0.2261)  loss_giou: 0.5705 (0.5280)  loss_giou_aux_0: 0.6091 (0.5555)  loss_giou_aux_1: 0.6013 (0.5375)  loss_giou_aux_2: 0.5577 (0.5320)  loss_giou_aux_3: 0.5633 (0.5291)  loss_giou_aux_4: 0.5720 (0.5283)  loss_giou_aux_5: 0.6715 (0.6308)  loss_giou_dn_0: 0.6894 (0.6643)  loss_giou_dn_1: 0.5879 (0.5608)  loss_giou_dn_2: 0.5655 (0.5345)  loss_giou_dn_3: 0.5560 (0.5260)  loss_giou_dn_4: 0.5521 (0.5237)  loss_giou_dn_5: 0.5529 (0.5238)  loss_vfl: 0.6895 (0.7377)  loss_vfl_aux_0: 0.8032 (0.8712)  loss_vfl_aux_1: 0.7718 (0.8170)  loss_vfl_aux_2: 0.7179 (0.7710)  loss_vfl_aux_3: 0.7023 (0.7490)  loss_vfl_aux_4: 0.6954 (0.7403)  loss_vfl_aux_5: 0.7929 (0.8449)  loss_vfl_dn_0: 0.4744 (0.4777)  loss_vfl_dn_1: 0.4191 (0.4219)  loss_vfl_dn_2: 0.3984 (0.4042)  loss_vfl_dn_3: 0.3890 (0.3966)  loss_vfl_dn_4: 0.3866 (0.3938)  loss_vfl_dn_5: 0.3850 (0.3931)  time: 0.4769  data: 0.0143  max mem: 5653
Epoch: [12]  [5300/7393]  eta: 0:16:39  lr: 0.000010  loss: 17.7693 (18.0149)  loss_bbox: 0.1638 (0.1775)  loss_bbox_aux_0: 0.1855 (0.1921)  loss_bbox_aux_1: 0.1809 (0.1824)  loss_bbox_aux_2: 0.1790 (0.1794)  loss_bbox_aux_3: 0.1708 (0.1777)  loss_bbox_aux_4: 0.1646 (0.1775)  loss_bbox_aux_5: 0.2236 (0.2355)  loss_bbox_dn_0: 0.3089 (0.3266)  loss_bbox_dn_1: 0.2315 (0.2565)  loss_bbox_dn_2: 0.2232 (0.2363)  loss_bbox_dn_3: 0.2185 (0.2284)  loss_bbox_dn_4: 0.2184 (0.2261)  loss_bbox_dn_5: 0.2187 (0.2261)  loss_giou: 0.5150 (0.5279)  loss_giou_aux_0: 0.5374 (0.5554)  loss_giou_aux_1: 0.5136 (0.5374)  loss_giou_aux_2: 0.5086 (0.5319)  loss_giou_aux_3: 0.5098 (0.5290)  loss_giou_aux_4: 0.5166 (0.5283)  loss_giou_aux_5: 0.6009 (0.6307)  loss_giou_dn_0: 0.6629 (0.6643)  loss_giou_dn_1: 0.5465 (0.5607)  loss_giou_dn_2: 0.5243 (0.5345)  loss_giou_dn_3: 0.5109 (0.5259)  loss_giou_dn_4: 0.5080 (0.5236)  loss_giou_dn_5: 0.5080 (0.5238)  loss_vfl: 0.7146 (0.7379)  loss_vfl_aux_0: 0.8521 (0.8713)  loss_vfl_aux_1: 0.8044 (0.8173)  loss_vfl_aux_2: 0.7408 (0.7711)  loss_vfl_aux_3: 0.7276 (0.7491)  loss_vfl_aux_4: 0.7198 (0.7405)  loss_vfl_aux_5: 0.8096 (0.8449)  loss_vfl_dn_0: 0.4707 (0.4776)  loss_vfl_dn_1: 0.4111 (0.4219)  loss_vfl_dn_2: 0.3930 (0.4042)  loss_vfl_dn_3: 0.3851 (0.3966)  loss_vfl_dn_4: 0.3833 (0.3938)  loss_vfl_dn_5: 0.3839 (0.3931)  time: 0.4662  data: 0.0142  max mem: 5653
Epoch: [12]  [5400/7393]  eta: 0:15:53  lr: 0.000010  loss: 17.9424 (18.0158)  loss_bbox: 0.1728 (0.1776)  loss_bbox_aux_0: 0.1718 (0.1922)  loss_bbox_aux_1: 0.1686 (0.1825)  loss_bbox_aux_2: 0.1662 (0.1795)  loss_bbox_aux_3: 0.1753 (0.1778)  loss_bbox_aux_4: 0.1615 (0.1775)  loss_bbox_aux_5: 0.2428 (0.2356)  loss_bbox_dn_0: 0.3297 (0.3265)  loss_bbox_dn_1: 0.2583 (0.2564)  loss_bbox_dn_2: 0.2436 (0.2363)  loss_bbox_dn_3: 0.2390 (0.2283)  loss_bbox_dn_4: 0.2381 (0.2261)  loss_bbox_dn_5: 0.2380 (0.2260)  loss_giou: 0.4768 (0.5281)  loss_giou_aux_0: 0.5117 (0.5556)  loss_giou_aux_1: 0.4869 (0.5376)  loss_giou_aux_2: 0.4808 (0.5321)  loss_giou_aux_3: 0.4754 (0.5292)  loss_giou_aux_4: 0.4718 (0.5284)  loss_giou_aux_5: 0.5877 (0.6309)  loss_giou_dn_0: 0.6391 (0.6643)  loss_giou_dn_1: 0.5489 (0.5608)  loss_giou_dn_2: 0.5222 (0.5345)  loss_giou_dn_3: 0.5118 (0.5260)  loss_giou_dn_4: 0.5102 (0.5237)  loss_giou_dn_5: 0.5102 (0.5238)  loss_vfl: 0.7346 (0.7378)  loss_vfl_aux_0: 0.8806 (0.8710)  loss_vfl_aux_1: 0.7993 (0.8172)  loss_vfl_aux_2: 0.7735 (0.7710)  loss_vfl_aux_3: 0.7478 (0.7490)  loss_vfl_aux_4: 0.7647 (0.7404)  loss_vfl_aux_5: 0.8328 (0.8448)  loss_vfl_dn_0: 0.4764 (0.4777)  loss_vfl_dn_1: 0.4200 (0.4219)  loss_vfl_dn_2: 0.4052 (0.4042)  loss_vfl_dn_3: 0.3944 (0.3966)  loss_vfl_dn_4: 0.3933 (0.3938)  loss_vfl_dn_5: 0.3923 (0.3931)  time: 0.4624  data: 0.0139  max mem: 5653
Epoch: [12]  [5500/7393]  eta: 0:15:05  lr: 0.000010  loss: 18.2652 (18.0178)  loss_bbox: 0.1596 (0.1777)  loss_bbox_aux_0: 0.1817 (0.1923)  loss_bbox_aux_1: 0.1657 (0.1826)  loss_bbox_aux_2: 0.1657 (0.1796)  loss_bbox_aux_3: 0.1593 (0.1780)  loss_bbox_aux_4: 0.1620 (0.1776)  loss_bbox_aux_5: 0.2147 (0.2356)  loss_bbox_dn_0: 0.2842 (0.3266)  loss_bbox_dn_1: 0.2285 (0.2565)  loss_bbox_dn_2: 0.2083 (0.2363)  loss_bbox_dn_3: 0.2015 (0.2284)  loss_bbox_dn_4: 0.2002 (0.2262)  loss_bbox_dn_5: 0.1998 (0.2261)  loss_giou: 0.5457 (0.5281)  loss_giou_aux_0: 0.5731 (0.5556)  loss_giou_aux_1: 0.5566 (0.5376)  loss_giou_aux_2: 0.5555 (0.5321)  loss_giou_aux_3: 0.5514 (0.5292)  loss_giou_aux_4: 0.5454 (0.5285)  loss_giou_aux_5: 0.6426 (0.6309)  loss_giou_dn_0: 0.6703 (0.6643)  loss_giou_dn_1: 0.5696 (0.5608)  loss_giou_dn_2: 0.5434 (0.5346)  loss_giou_dn_3: 0.5327 (0.5260)  loss_giou_dn_4: 0.5327 (0.5237)  loss_giou_dn_5: 0.5346 (0.5239)  loss_vfl: 0.7185 (0.7379)  loss_vfl_aux_0: 0.8288 (0.8711)  loss_vfl_aux_1: 0.7976 (0.8173)  loss_vfl_aux_2: 0.7725 (0.7711)  loss_vfl_aux_3: 0.7263 (0.7490)  loss_vfl_aux_4: 0.7157 (0.7405)  loss_vfl_aux_5: 0.8095 (0.8448)  loss_vfl_dn_0: 0.4796 (0.4777)  loss_vfl_dn_1: 0.4293 (0.4220)  loss_vfl_dn_2: 0.4122 (0.4043)  loss_vfl_dn_3: 0.4049 (0.3967)  loss_vfl_dn_4: 0.4021 (0.3938)  loss_vfl_dn_5: 0.4006 (0.3931)  time: 0.4664  data: 0.0142  max mem: 5653
Epoch: [12]  [5600/7393]  eta: 0:14:17  lr: 0.000010  loss: 17.3332 (18.0180)  loss_bbox: 0.1483 (0.1777)  loss_bbox_aux_0: 0.1574 (0.1923)  loss_bbox_aux_1: 0.1551 (0.1825)  loss_bbox_aux_2: 0.1579 (0.1796)  loss_bbox_aux_3: 0.1548 (0.1779)  loss_bbox_aux_4: 0.1509 (0.1776)  loss_bbox_aux_5: 0.1939 (0.2356)  loss_bbox_dn_0: 0.2663 (0.3265)  loss_bbox_dn_1: 0.2054 (0.2564)  loss_bbox_dn_2: 0.1849 (0.2363)  loss_bbox_dn_3: 0.1807 (0.2283)  loss_bbox_dn_4: 0.1786 (0.2261)  loss_bbox_dn_5: 0.1786 (0.2260)  loss_giou: 0.5250 (0.5282)  loss_giou_aux_0: 0.5535 (0.5558)  loss_giou_aux_1: 0.5421 (0.5377)  loss_giou_aux_2: 0.5325 (0.5322)  loss_giou_aux_3: 0.5277 (0.5294)  loss_giou_aux_4: 0.5166 (0.5286)  loss_giou_aux_5: 0.6381 (0.6310)  loss_giou_dn_0: 0.6590 (0.6643)  loss_giou_dn_1: 0.5682 (0.5609)  loss_giou_dn_2: 0.5491 (0.5346)  loss_giou_dn_3: 0.5383 (0.5261)  loss_giou_dn_4: 0.5360 (0.5238)  loss_giou_dn_5: 0.5363 (0.5239)  loss_vfl: 0.7116 (0.7378)  loss_vfl_aux_0: 0.8581 (0.8711)  loss_vfl_aux_1: 0.7780 (0.8173)  loss_vfl_aux_2: 0.7683 (0.7710)  loss_vfl_aux_3: 0.7205 (0.7489)  loss_vfl_aux_4: 0.7062 (0.7404)  loss_vfl_aux_5: 0.8374 (0.8448)  loss_vfl_dn_0: 0.4715 (0.4777)  loss_vfl_dn_1: 0.4186 (0.4219)  loss_vfl_dn_2: 0.4018 (0.4043)  loss_vfl_dn_3: 0.3942 (0.3967)  loss_vfl_dn_4: 0.3931 (0.3938)  loss_vfl_dn_5: 0.3913 (0.3931)  time: 0.4761  data: 0.0136  max mem: 5653
Epoch: [12]  [5700/7393]  eta: 0:13:28  lr: 0.000010  loss: 18.2425 (18.0192)  loss_bbox: 0.1671 (0.1777)  loss_bbox_aux_0: 0.1832 (0.1923)  loss_bbox_aux_1: 0.1695 (0.1826)  loss_bbox_aux_2: 0.1659 (0.1796)  loss_bbox_aux_3: 0.1609 (0.1780)  loss_bbox_aux_4: 0.1619 (0.1777)  loss_bbox_aux_5: 0.2157 (0.2356)  loss_bbox_dn_0: 0.3058 (0.3264)  loss_bbox_dn_1: 0.2470 (0.2564)  loss_bbox_dn_2: 0.2150 (0.2362)  loss_bbox_dn_3: 0.2006 (0.2283)  loss_bbox_dn_4: 0.1986 (0.2261)  loss_bbox_dn_5: 0.1984 (0.2260)  loss_giou: 0.5544 (0.5284)  loss_giou_aux_0: 0.5906 (0.5560)  loss_giou_aux_1: 0.5797 (0.5379)  loss_giou_aux_2: 0.5689 (0.5324)  loss_giou_aux_3: 0.5576 (0.5296)  loss_giou_aux_4: 0.5607 (0.5288)  loss_giou_aux_5: 0.6689 (0.6312)  loss_giou_dn_0: 0.6866 (0.6644)  loss_giou_dn_1: 0.6017 (0.5610)  loss_giou_dn_2: 0.5741 (0.5347)  loss_giou_dn_3: 0.5602 (0.5261)  loss_giou_dn_4: 0.5572 (0.5239)  loss_giou_dn_5: 0.5574 (0.5240)  loss_vfl: 0.7107 (0.7378)  loss_vfl_aux_0: 0.8366 (0.8709)  loss_vfl_aux_1: 0.8052 (0.8172)  loss_vfl_aux_2: 0.7403 (0.7708)  loss_vfl_aux_3: 0.7053 (0.7489)  loss_vfl_aux_4: 0.7088 (0.7404)  loss_vfl_aux_5: 0.8465 (0.8446)  loss_vfl_dn_0: 0.4745 (0.4776)  loss_vfl_dn_1: 0.4209 (0.4219)  loss_vfl_dn_2: 0.4045 (0.4042)  loss_vfl_dn_3: 0.3953 (0.3966)  loss_vfl_dn_4: 0.3947 (0.3938)  loss_vfl_dn_5: 0.3940 (0.3931)  time: 0.4676  data: 0.0138  max mem: 5653
Epoch: [12]  [5800/7393]  eta: 0:12:40  lr: 0.000010  loss: 17.4306 (18.0205)  loss_bbox: 0.1755 (0.1777)  loss_bbox_aux_0: 0.1769 (0.1922)  loss_bbox_aux_1: 0.1708 (0.1825)  loss_bbox_aux_2: 0.1761 (0.1796)  loss_bbox_aux_3: 0.1711 (0.1780)  loss_bbox_aux_4: 0.1780 (0.1776)  loss_bbox_aux_5: 0.2214 (0.2355)  loss_bbox_dn_0: 0.2806 (0.3261)  loss_bbox_dn_1: 0.2106 (0.2562)  loss_bbox_dn_2: 0.1977 (0.2360)  loss_bbox_dn_3: 0.1886 (0.2281)  loss_bbox_dn_4: 0.1858 (0.2259)  loss_bbox_dn_5: 0.1850 (0.2258)  loss_giou: 0.5534 (0.5288)  loss_giou_aux_0: 0.5951 (0.5563)  loss_giou_aux_1: 0.5809 (0.5382)  loss_giou_aux_2: 0.5685 (0.5328)  loss_giou_aux_3: 0.5564 (0.5299)  loss_giou_aux_4: 0.5591 (0.5291)  loss_giou_aux_5: 0.6674 (0.6315)  loss_giou_dn_0: 0.6724 (0.6646)  loss_giou_dn_1: 0.5893 (0.5612)  loss_giou_dn_2: 0.5666 (0.5350)  loss_giou_dn_3: 0.5549 (0.5264)  loss_giou_dn_4: 0.5548 (0.5241)  loss_giou_dn_5: 0.5545 (0.5243)  loss_vfl: 0.7005 (0.7376)  loss_vfl_aux_0: 0.8400 (0.8707)  loss_vfl_aux_1: 0.7740 (0.8170)  loss_vfl_aux_2: 0.7384 (0.7707)  loss_vfl_aux_3: 0.6930 (0.7487)  loss_vfl_aux_4: 0.7071 (0.7402)  loss_vfl_aux_5: 0.7997 (0.8444)  loss_vfl_dn_0: 0.4750 (0.4776)  loss_vfl_dn_1: 0.4175 (0.4220)  loss_vfl_dn_2: 0.3994 (0.4043)  loss_vfl_dn_3: 0.3961 (0.3967)  loss_vfl_dn_4: 0.3934 (0.3938)  loss_vfl_dn_5: 0.3922 (0.3932)  time: 0.4737  data: 0.0137  max mem: 5653
Epoch: [12]  [5900/7393]  eta: 0:11:54  lr: 0.000010  loss: 18.5127 (18.0201)  loss_bbox: 0.1610 (0.1776)  loss_bbox_aux_0: 0.1784 (0.1922)  loss_bbox_aux_1: 0.1654 (0.1824)  loss_bbox_aux_2: 0.1669 (0.1795)  loss_bbox_aux_3: 0.1639 (0.1779)  loss_bbox_aux_4: 0.1523 (0.1775)  loss_bbox_aux_5: 0.2070 (0.2354)  loss_bbox_dn_0: 0.2814 (0.3259)  loss_bbox_dn_1: 0.2168 (0.2560)  loss_bbox_dn_2: 0.2031 (0.2359)  loss_bbox_dn_3: 0.1985 (0.2280)  loss_bbox_dn_4: 0.1975 (0.2258)  loss_bbox_dn_5: 0.1974 (0.2257)  loss_giou: 0.5001 (0.5291)  loss_giou_aux_0: 0.5328 (0.5566)  loss_giou_aux_1: 0.5139 (0.5385)  loss_giou_aux_2: 0.5118 (0.5330)  loss_giou_aux_3: 0.5071 (0.5302)  loss_giou_aux_4: 0.5016 (0.5294)  loss_giou_aux_5: 0.5937 (0.6317)  loss_giou_dn_0: 0.6573 (0.6648)  loss_giou_dn_1: 0.5678 (0.5614)  loss_giou_dn_2: 0.5535 (0.5351)  loss_giou_dn_3: 0.5497 (0.5266)  loss_giou_dn_4: 0.5504 (0.5243)  loss_giou_dn_5: 0.5504 (0.5245)  loss_vfl: 0.7017 (0.7375)  loss_vfl_aux_0: 0.8276 (0.8702)  loss_vfl_aux_1: 0.7837 (0.8168)  loss_vfl_aux_2: 0.7380 (0.7705)  loss_vfl_aux_3: 0.7261 (0.7486)  loss_vfl_aux_4: 0.7123 (0.7400)  loss_vfl_aux_5: 0.7966 (0.8441)  loss_vfl_dn_0: 0.4688 (0.4776)  loss_vfl_dn_1: 0.4169 (0.4219)  loss_vfl_dn_2: 0.4056 (0.4042)  loss_vfl_dn_3: 0.3992 (0.3967)  loss_vfl_dn_4: 0.3966 (0.3938)  loss_vfl_dn_5: 0.3970 (0.3931)  time: 0.4699  data: 0.0140  max mem: 5653
Epoch: [12]  [6000/7393]  eta: 0:11:06  lr: 0.000010  loss: 17.5385 (18.0187)  loss_bbox: 0.1715 (0.1776)  loss_bbox_aux_0: 0.1899 (0.1923)  loss_bbox_aux_1: 0.1735 (0.1825)  loss_bbox_aux_2: 0.1752 (0.1796)  loss_bbox_aux_3: 0.1731 (0.1779)  loss_bbox_aux_4: 0.1720 (0.1776)  loss_bbox_aux_5: 0.2388 (0.2355)  loss_bbox_dn_0: 0.3109 (0.3260)  loss_bbox_dn_1: 0.2511 (0.2561)  loss_bbox_dn_2: 0.2215 (0.2360)  loss_bbox_dn_3: 0.2176 (0.2281)  loss_bbox_dn_4: 0.2161 (0.2259)  loss_bbox_dn_5: 0.2164 (0.2258)  loss_giou: 0.5086 (0.5289)  loss_giou_aux_0: 0.5233 (0.5564)  loss_giou_aux_1: 0.5128 (0.5384)  loss_giou_aux_2: 0.5085 (0.5329)  loss_giou_aux_3: 0.5117 (0.5300)  loss_giou_aux_4: 0.5038 (0.5292)  loss_giou_aux_5: 0.6138 (0.6315)  loss_giou_dn_0: 0.6405 (0.6646)  loss_giou_dn_1: 0.5310 (0.5613)  loss_giou_dn_2: 0.4994 (0.5350)  loss_giou_dn_3: 0.4940 (0.5265)  loss_giou_dn_4: 0.4924 (0.5242)  loss_giou_dn_5: 0.4930 (0.5244)  loss_vfl: 0.7226 (0.7375)  loss_vfl_aux_0: 0.8696 (0.8702)  loss_vfl_aux_1: 0.7901 (0.8168)  loss_vfl_aux_2: 0.7436 (0.7704)  loss_vfl_aux_3: 0.7234 (0.7484)  loss_vfl_aux_4: 0.7258 (0.7400)  loss_vfl_aux_5: 0.8352 (0.8441)  loss_vfl_dn_0: 0.4652 (0.4776)  loss_vfl_dn_1: 0.4176 (0.4219)  loss_vfl_dn_2: 0.3981 (0.4042)  loss_vfl_dn_3: 0.3901 (0.3966)  loss_vfl_dn_4: 0.3872 (0.3938)  loss_vfl_dn_5: 0.3852 (0.3931)  time: 0.4665  data: 0.0140  max mem: 5653
Epoch: [12]  [6100/7393]  eta: 0:10:18  lr: 0.000010  loss: 17.9845 (18.0149)  loss_bbox: 0.1694 (0.1777)  loss_bbox_aux_0: 0.1771 (0.1923)  loss_bbox_aux_1: 0.1764 (0.1825)  loss_bbox_aux_2: 0.1702 (0.1796)  loss_bbox_aux_3: 0.1621 (0.1780)  loss_bbox_aux_4: 0.1652 (0.1776)  loss_bbox_aux_5: 0.2286 (0.2355)  loss_bbox_dn_0: 0.3186 (0.3259)  loss_bbox_dn_1: 0.2374 (0.2560)  loss_bbox_dn_2: 0.2144 (0.2359)  loss_bbox_dn_3: 0.2084 (0.2280)  loss_bbox_dn_4: 0.2080 (0.2258)  loss_bbox_dn_5: 0.2081 (0.2257)  loss_giou: 0.5236 (0.5288)  loss_giou_aux_0: 0.5448 (0.5563)  loss_giou_aux_1: 0.5220 (0.5383)  loss_giou_aux_2: 0.5238 (0.5328)  loss_giou_aux_3: 0.5263 (0.5300)  loss_giou_aux_4: 0.5255 (0.5292)  loss_giou_aux_5: 0.6258 (0.6315)  loss_giou_dn_0: 0.6584 (0.6645)  loss_giou_dn_1: 0.5595 (0.5612)  loss_giou_dn_2: 0.5395 (0.5349)  loss_giou_dn_3: 0.5299 (0.5264)  loss_giou_dn_4: 0.5286 (0.5241)  loss_giou_dn_5: 0.5286 (0.5243)  loss_vfl: 0.7376 (0.7371)  loss_vfl_aux_0: 0.8574 (0.8700)  loss_vfl_aux_1: 0.8256 (0.8165)  loss_vfl_aux_2: 0.7650 (0.7701)  loss_vfl_aux_3: 0.7534 (0.7481)  loss_vfl_aux_4: 0.7359 (0.7396)  loss_vfl_aux_5: 0.8199 (0.8440)  loss_vfl_dn_0: 0.4739 (0.4775)  loss_vfl_dn_1: 0.4189 (0.4218)  loss_vfl_dn_2: 0.3986 (0.4041)  loss_vfl_dn_3: 0.3960 (0.3965)  loss_vfl_dn_4: 0.3934 (0.3937)  loss_vfl_dn_5: 0.3930 (0.3930)  time: 0.4757  data: 0.0138  max mem: 5653
Epoch: [12]  [6200/7393]  eta: 0:09:30  lr: 0.000010  loss: 17.9533 (18.0170)  loss_bbox: 0.1894 (0.1777)  loss_bbox_aux_0: 0.1921 (0.1923)  loss_bbox_aux_1: 0.1686 (0.1825)  loss_bbox_aux_2: 0.1898 (0.1796)  loss_bbox_aux_3: 0.1869 (0.1780)  loss_bbox_aux_4: 0.1894 (0.1776)  loss_bbox_aux_5: 0.2259 (0.2355)  loss_bbox_dn_0: 0.2948 (0.3259)  loss_bbox_dn_1: 0.2302 (0.2560)  loss_bbox_dn_2: 0.2091 (0.2359)  loss_bbox_dn_3: 0.2013 (0.2280)  loss_bbox_dn_4: 0.2001 (0.2257)  loss_bbox_dn_5: 0.1999 (0.2257)  loss_giou: 0.5406 (0.5289)  loss_giou_aux_0: 0.5607 (0.5564)  loss_giou_aux_1: 0.5402 (0.5384)  loss_giou_aux_2: 0.5318 (0.5329)  loss_giou_aux_3: 0.5453 (0.5301)  loss_giou_aux_4: 0.5423 (0.5293)  loss_giou_aux_5: 0.6349 (0.6316)  loss_giou_dn_0: 0.6639 (0.6646)  loss_giou_dn_1: 0.5487 (0.5613)  loss_giou_dn_2: 0.5235 (0.5350)  loss_giou_dn_3: 0.5137 (0.5265)  loss_giou_dn_4: 0.5121 (0.5242)  loss_giou_dn_5: 0.5122 (0.5243)  loss_vfl: 0.7300 (0.7371)  loss_vfl_aux_0: 0.9033 (0.8701)  loss_vfl_aux_1: 0.8799 (0.8170)  loss_vfl_aux_2: 0.8004 (0.7703)  loss_vfl_aux_3: 0.7641 (0.7482)  loss_vfl_aux_4: 0.7351 (0.7397)  loss_vfl_aux_5: 0.8243 (0.8439)  loss_vfl_dn_0: 0.4737 (0.4776)  loss_vfl_dn_1: 0.4211 (0.4218)  loss_vfl_dn_2: 0.4012 (0.4041)  loss_vfl_dn_3: 0.3925 (0.3965)  loss_vfl_dn_4: 0.3889 (0.3937)  loss_vfl_dn_5: 0.3890 (0.3930)  time: 0.4818  data: 0.0141  max mem: 5653
Epoch: [12]  [6300/7393]  eta: 0:08:42  lr: 0.000010  loss: 18.2870 (18.0184)  loss_bbox: 0.1636 (0.1778)  loss_bbox_aux_0: 0.1944 (0.1923)  loss_bbox_aux_1: 0.1720 (0.1825)  loss_bbox_aux_2: 0.1713 (0.1796)  loss_bbox_aux_3: 0.1685 (0.1780)  loss_bbox_aux_4: 0.1640 (0.1777)  loss_bbox_aux_5: 0.2362 (0.2355)  loss_bbox_dn_0: 0.3050 (0.3258)  loss_bbox_dn_1: 0.2285 (0.2559)  loss_bbox_dn_2: 0.2076 (0.2358)  loss_bbox_dn_3: 0.2044 (0.2279)  loss_bbox_dn_4: 0.2018 (0.2257)  loss_bbox_dn_5: 0.2018 (0.2256)  loss_giou: 0.5521 (0.5292)  loss_giou_aux_0: 0.5810 (0.5566)  loss_giou_aux_1: 0.5842 (0.5386)  loss_giou_aux_2: 0.5495 (0.5331)  loss_giou_aux_3: 0.5499 (0.5303)  loss_giou_aux_4: 0.5602 (0.5295)  loss_giou_aux_5: 0.6601 (0.6318)  loss_giou_dn_0: 0.6681 (0.6646)  loss_giou_dn_1: 0.5605 (0.5613)  loss_giou_dn_2: 0.5311 (0.5351)  loss_giou_dn_3: 0.5251 (0.5265)  loss_giou_dn_4: 0.5244 (0.5242)  loss_giou_dn_5: 0.5243 (0.5244)  loss_vfl: 0.7440 (0.7370)  loss_vfl_aux_0: 0.8614 (0.8700)  loss_vfl_aux_1: 0.8267 (0.8173)  loss_vfl_aux_2: 0.7869 (0.7706)  loss_vfl_aux_3: 0.7670 (0.7482)  loss_vfl_aux_4: 0.7495 (0.7396)  loss_vfl_aux_5: 0.8528 (0.8438)  loss_vfl_dn_0: 0.4801 (0.4776)  loss_vfl_dn_1: 0.4210 (0.4218)  loss_vfl_dn_2: 0.3970 (0.4041)  loss_vfl_dn_3: 0.3865 (0.3965)  loss_vfl_dn_4: 0.3856 (0.3936)  loss_vfl_dn_5: 0.3861 (0.3930)  time: 0.4546  data: 0.0144  max mem: 5653
Epoch: [12]  [6400/7393]  eta: 0:07:55  lr: 0.000010  loss: 17.7165 (18.0203)  loss_bbox: 0.1778 (0.1777)  loss_bbox_aux_0: 0.1862 (0.1923)  loss_bbox_aux_1: 0.1844 (0.1825)  loss_bbox_aux_2: 0.1785 (0.1796)  loss_bbox_aux_3: 0.1768 (0.1780)  loss_bbox_aux_4: 0.1773 (0.1776)  loss_bbox_aux_5: 0.2253 (0.2354)  loss_bbox_dn_0: 0.3127 (0.3256)  loss_bbox_dn_1: 0.2343 (0.2558)  loss_bbox_dn_2: 0.2105 (0.2357)  loss_bbox_dn_3: 0.2040 (0.2278)  loss_bbox_dn_4: 0.2013 (0.2256)  loss_bbox_dn_5: 0.2014 (0.2255)  loss_giou: 0.4981 (0.5293)  loss_giou_aux_0: 0.5289 (0.5568)  loss_giou_aux_1: 0.4933 (0.5388)  loss_giou_aux_2: 0.5021 (0.5333)  loss_giou_aux_3: 0.5072 (0.5305)  loss_giou_aux_4: 0.4881 (0.5296)  loss_giou_aux_5: 0.5957 (0.6319)  loss_giou_dn_0: 0.6618 (0.6648)  loss_giou_dn_1: 0.5596 (0.5615)  loss_giou_dn_2: 0.5267 (0.5353)  loss_giou_dn_3: 0.5148 (0.5267)  loss_giou_dn_4: 0.5110 (0.5244)  loss_giou_dn_5: 0.5115 (0.5246)  loss_vfl: 0.7170 (0.7371)  loss_vfl_aux_0: 0.8649 (0.8700)  loss_vfl_aux_1: 0.7989 (0.8175)  loss_vfl_aux_2: 0.7522 (0.7706)  loss_vfl_aux_3: 0.7200 (0.7483)  loss_vfl_aux_4: 0.7222 (0.7397)  loss_vfl_aux_5: 0.8305 (0.8437)  loss_vfl_dn_0: 0.4802 (0.4775)  loss_vfl_dn_1: 0.4273 (0.4218)  loss_vfl_dn_2: 0.4098 (0.4041)  loss_vfl_dn_3: 0.3990 (0.3965)  loss_vfl_dn_4: 0.3955 (0.3937)  loss_vfl_dn_5: 0.3954 (0.3930)  time: 0.4618  data: 0.0141  max mem: 5653
Epoch: [12]  [6500/7393]  eta: 0:07:07  lr: 0.000010  loss: 18.4579 (18.0180)  loss_bbox: 0.1762 (0.1776)  loss_bbox_aux_0: 0.1929 (0.1922)  loss_bbox_aux_1: 0.1821 (0.1824)  loss_bbox_aux_2: 0.1796 (0.1795)  loss_bbox_aux_3: 0.1717 (0.1779)  loss_bbox_aux_4: 0.1762 (0.1776)  loss_bbox_aux_5: 0.2542 (0.2353)  loss_bbox_dn_0: 0.3211 (0.3255)  loss_bbox_dn_1: 0.2508 (0.2557)  loss_bbox_dn_2: 0.2304 (0.2356)  loss_bbox_dn_3: 0.2200 (0.2277)  loss_bbox_dn_4: 0.2178 (0.2254)  loss_bbox_dn_5: 0.2179 (0.2254)  loss_giou: 0.4992 (0.5293)  loss_giou_aux_0: 0.5206 (0.5568)  loss_giou_aux_1: 0.5081 (0.5387)  loss_giou_aux_2: 0.5054 (0.5332)  loss_giou_aux_3: 0.5051 (0.5304)  loss_giou_aux_4: 0.4938 (0.5296)  loss_giou_aux_5: 0.5990 (0.6319)  loss_giou_dn_0: 0.6658 (0.6648)  loss_giou_dn_1: 0.5679 (0.5614)  loss_giou_dn_2: 0.5369 (0.5352)  loss_giou_dn_3: 0.5296 (0.5266)  loss_giou_dn_4: 0.5266 (0.5244)  loss_giou_dn_5: 0.5265 (0.5245)  loss_vfl: 0.7262 (0.7370)  loss_vfl_aux_0: 0.9091 (0.8699)  loss_vfl_aux_1: 0.8212 (0.8175)  loss_vfl_aux_2: 0.7723 (0.7705)  loss_vfl_aux_3: 0.7323 (0.7482)  loss_vfl_aux_4: 0.7299 (0.7397)  loss_vfl_aux_5: 0.8813 (0.8437)  loss_vfl_dn_0: 0.4785 (0.4776)  loss_vfl_dn_1: 0.4305 (0.4218)  loss_vfl_dn_2: 0.4129 (0.4041)  loss_vfl_dn_3: 0.4022 (0.3965)  loss_vfl_dn_4: 0.3976 (0.3937)  loss_vfl_dn_5: 0.3960 (0.3930)  time: 0.4745  data: 0.0139  max mem: 5653
Epoch: [12]  [6600/7393]  eta: 0:06:19  lr: 0.000010  loss: 17.1887 (18.0167)  loss_bbox: 0.1627 (0.1776)  loss_bbox_aux_0: 0.1560 (0.1922)  loss_bbox_aux_1: 0.1429 (0.1824)  loss_bbox_aux_2: 0.1525 (0.1795)  loss_bbox_aux_3: 0.1441 (0.1779)  loss_bbox_aux_4: 0.1612 (0.1775)  loss_bbox_aux_5: 0.2085 (0.2353)  loss_bbox_dn_0: 0.2777 (0.3254)  loss_bbox_dn_1: 0.2186 (0.2557)  loss_bbox_dn_2: 0.2018 (0.2356)  loss_bbox_dn_3: 0.1820 (0.2277)  loss_bbox_dn_4: 0.1750 (0.2254)  loss_bbox_dn_5: 0.1749 (0.2254)  loss_giou: 0.4999 (0.5291)  loss_giou_aux_0: 0.5181 (0.5566)  loss_giou_aux_1: 0.4964 (0.5386)  loss_giou_aux_2: 0.4953 (0.5331)  loss_giou_aux_3: 0.5041 (0.5303)  loss_giou_aux_4: 0.4998 (0.5294)  loss_giou_aux_5: 0.6085 (0.6318)  loss_giou_dn_0: 0.6256 (0.6647)  loss_giou_dn_1: 0.5285 (0.5613)  loss_giou_dn_2: 0.5090 (0.5351)  loss_giou_dn_3: 0.4968 (0.5266)  loss_giou_dn_4: 0.4937 (0.5243)  loss_giou_dn_5: 0.4940 (0.5245)  loss_vfl: 0.6963 (0.7371)  loss_vfl_aux_0: 0.8282 (0.8701)  loss_vfl_aux_1: 0.7865 (0.8176)  loss_vfl_aux_2: 0.6976 (0.7706)  loss_vfl_aux_3: 0.7090 (0.7483)  loss_vfl_aux_4: 0.6903 (0.7397)  loss_vfl_aux_5: 0.7697 (0.8437)  loss_vfl_dn_0: 0.4615 (0.4776)  loss_vfl_dn_1: 0.4081 (0.4218)  loss_vfl_dn_2: 0.3942 (0.4041)  loss_vfl_dn_3: 0.3862 (0.3965)  loss_vfl_dn_4: 0.3810 (0.3936)  loss_vfl_dn_5: 0.3802 (0.3930)  time: 0.4611  data: 0.0136  max mem: 5653
Epoch: [12]  [6700/7393]  eta: 0:05:31  lr: 0.000010  loss: 17.9896 (18.0166)  loss_bbox: 0.1791 (0.1776)  loss_bbox_aux_0: 0.1917 (0.1921)  loss_bbox_aux_1: 0.1841 (0.1823)  loss_bbox_aux_2: 0.1793 (0.1795)  loss_bbox_aux_3: 0.1826 (0.1778)  loss_bbox_aux_4: 0.1786 (0.1775)  loss_bbox_aux_5: 0.2254 (0.2352)  loss_bbox_dn_0: 0.2936 (0.3253)  loss_bbox_dn_1: 0.2333 (0.2556)  loss_bbox_dn_2: 0.2096 (0.2355)  loss_bbox_dn_3: 0.1991 (0.2276)  loss_bbox_dn_4: 0.1959 (0.2253)  loss_bbox_dn_5: 0.1964 (0.2253)  loss_giou: 0.5393 (0.5294)  loss_giou_aux_0: 0.5677 (0.5569)  loss_giou_aux_1: 0.5543 (0.5388)  loss_giou_aux_2: 0.5386 (0.5333)  loss_giou_aux_3: 0.5413 (0.5305)  loss_giou_aux_4: 0.5513 (0.5297)  loss_giou_aux_5: 0.6371 (0.6319)  loss_giou_dn_0: 0.6567 (0.6648)  loss_giou_dn_1: 0.5627 (0.5615)  loss_giou_dn_2: 0.5327 (0.5353)  loss_giou_dn_3: 0.5222 (0.5267)  loss_giou_dn_4: 0.5185 (0.5245)  loss_giou_dn_5: 0.5191 (0.5246)  loss_vfl: 0.6905 (0.7368)  loss_vfl_aux_0: 0.8421 (0.8699)  loss_vfl_aux_1: 0.7743 (0.8174)  loss_vfl_aux_2: 0.7430 (0.7703)  loss_vfl_aux_3: 0.7107 (0.7480)  loss_vfl_aux_4: 0.6950 (0.7394)  loss_vfl_aux_5: 0.8014 (0.8435)  loss_vfl_dn_0: 0.4717 (0.4776)  loss_vfl_dn_1: 0.4183 (0.4218)  loss_vfl_dn_2: 0.4010 (0.4041)  loss_vfl_dn_3: 0.3935 (0.3965)  loss_vfl_dn_4: 0.3910 (0.3936)  loss_vfl_dn_5: 0.3894 (0.3930)  time: 0.4629  data: 0.0141  max mem: 5653
Epoch: [12]  [6800/7393]  eta: 0:04:43  lr: 0.000010  loss: 17.7785 (18.0183)  loss_bbox: 0.1751 (0.1776)  loss_bbox_aux_0: 0.1751 (0.1921)  loss_bbox_aux_1: 0.1673 (0.1823)  loss_bbox_aux_2: 0.1764 (0.1795)  loss_bbox_aux_3: 0.1753 (0.1778)  loss_bbox_aux_4: 0.1753 (0.1775)  loss_bbox_aux_5: 0.2179 (0.2352)  loss_bbox_dn_0: 0.2973 (0.3254)  loss_bbox_dn_1: 0.2423 (0.2556)  loss_bbox_dn_2: 0.2236 (0.2355)  loss_bbox_dn_3: 0.2154 (0.2276)  loss_bbox_dn_4: 0.2132 (0.2254)  loss_bbox_dn_5: 0.2128 (0.2253)  loss_giou: 0.5101 (0.5294)  loss_giou_aux_0: 0.5441 (0.5568)  loss_giou_aux_1: 0.5285 (0.5388)  loss_giou_aux_2: 0.5206 (0.5333)  loss_giou_aux_3: 0.5145 (0.5305)  loss_giou_aux_4: 0.5096 (0.5297)  loss_giou_aux_5: 0.6135 (0.6319)  loss_giou_dn_0: 0.6544 (0.6649)  loss_giou_dn_1: 0.5433 (0.5615)  loss_giou_dn_2: 0.5265 (0.5353)  loss_giou_dn_3: 0.5193 (0.5268)  loss_giou_dn_4: 0.5172 (0.5245)  loss_giou_dn_5: 0.5173 (0.5247)  loss_vfl: 0.7203 (0.7368)  loss_vfl_aux_0: 0.8484 (0.8699)  loss_vfl_aux_1: 0.8138 (0.8177)  loss_vfl_aux_2: 0.7602 (0.7705)  loss_vfl_aux_3: 0.7382 (0.7481)  loss_vfl_aux_4: 0.7275 (0.7395)  loss_vfl_aux_5: 0.8267 (0.8434)  loss_vfl_dn_0: 0.4869 (0.4776)  loss_vfl_dn_1: 0.4251 (0.4219)  loss_vfl_dn_2: 0.4048 (0.4042)  loss_vfl_dn_3: 0.4008 (0.3966)  loss_vfl_dn_4: 0.3953 (0.3937)  loss_vfl_dn_5: 0.3953 (0.3931)  time: 0.4739  data: 0.0136  max mem: 5653
Epoch: [12]  [6900/7393]  eta: 0:03:55  lr: 0.000010  loss: 17.9304 (18.0196)  loss_bbox: 0.1830 (0.1776)  loss_bbox_aux_0: 0.1970 (0.1922)  loss_bbox_aux_1: 0.1868 (0.1823)  loss_bbox_aux_2: 0.1769 (0.1795)  loss_bbox_aux_3: 0.1832 (0.1778)  loss_bbox_aux_4: 0.1845 (0.1776)  loss_bbox_aux_5: 0.2303 (0.2352)  loss_bbox_dn_0: 0.3300 (0.3255)  loss_bbox_dn_1: 0.2527 (0.2557)  loss_bbox_dn_2: 0.2294 (0.2356)  loss_bbox_dn_3: 0.2240 (0.2277)  loss_bbox_dn_4: 0.2188 (0.2255)  loss_bbox_dn_5: 0.2188 (0.2254)  loss_giou: 0.4631 (0.5294)  loss_giou_aux_0: 0.4999 (0.5569)  loss_giou_aux_1: 0.4927 (0.5388)  loss_giou_aux_2: 0.4725 (0.5333)  loss_giou_aux_3: 0.4678 (0.5305)  loss_giou_aux_4: 0.4657 (0.5297)  loss_giou_aux_5: 0.5713 (0.6318)  loss_giou_dn_0: 0.6321 (0.6649)  loss_giou_dn_1: 0.5286 (0.5616)  loss_giou_dn_2: 0.4965 (0.5354)  loss_giou_dn_3: 0.4881 (0.5268)  loss_giou_dn_4: 0.4837 (0.5246)  loss_giou_dn_5: 0.4837 (0.5247)  loss_vfl: 0.7205 (0.7369)  loss_vfl_aux_0: 0.8573 (0.8699)  loss_vfl_aux_1: 0.8114 (0.8177)  loss_vfl_aux_2: 0.7631 (0.7706)  loss_vfl_aux_3: 0.7400 (0.7482)  loss_vfl_aux_4: 0.7248 (0.7395)  loss_vfl_aux_5: 0.8428 (0.8434)  loss_vfl_dn_0: 0.4767 (0.4776)  loss_vfl_dn_1: 0.4222 (0.4220)  loss_vfl_dn_2: 0.3976 (0.4042)  loss_vfl_dn_3: 0.3911 (0.3966)  loss_vfl_dn_4: 0.3878 (0.3937)  loss_vfl_dn_5: 0.3892 (0.3931)  time: 0.4661  data: 0.0145  max mem: 5653
Epoch: [12]  [7000/7393]  eta: 0:03:07  lr: 0.000010  loss: 17.8157 (18.0217)  loss_bbox: 0.1840 (0.1777)  loss_bbox_aux_0: 0.1956 (0.1923)  loss_bbox_aux_1: 0.1920 (0.1825)  loss_bbox_aux_2: 0.1868 (0.1796)  loss_bbox_aux_3: 0.1861 (0.1780)  loss_bbox_aux_4: 0.1842 (0.1777)  loss_bbox_aux_5: 0.2296 (0.2353)  loss_bbox_dn_0: 0.3088 (0.3256)  loss_bbox_dn_1: 0.2272 (0.2558)  loss_bbox_dn_2: 0.2042 (0.2357)  loss_bbox_dn_3: 0.1993 (0.2278)  loss_bbox_dn_4: 0.1998 (0.2256)  loss_bbox_dn_5: 0.1999 (0.2255)  loss_giou: 0.5862 (0.5296)  loss_giou_aux_0: 0.5962 (0.5570)  loss_giou_aux_1: 0.5849 (0.5390)  loss_giou_aux_2: 0.5925 (0.5335)  loss_giou_aux_3: 0.5913 (0.5307)  loss_giou_aux_4: 0.5868 (0.5299)  loss_giou_aux_5: 0.6703 (0.6320)  loss_giou_dn_0: 0.6580 (0.6650)  loss_giou_dn_1: 0.5657 (0.5617)  loss_giou_dn_2: 0.5440 (0.5355)  loss_giou_dn_3: 0.5336 (0.5269)  loss_giou_dn_4: 0.5316 (0.5247)  loss_giou_dn_5: 0.5323 (0.5248)  loss_vfl: 0.6736 (0.7367)  loss_vfl_aux_0: 0.8248 (0.8698)  loss_vfl_aux_1: 0.7575 (0.8176)  loss_vfl_aux_2: 0.6918 (0.7704)  loss_vfl_aux_3: 0.6891 (0.7481)  loss_vfl_aux_4: 0.6796 (0.7394)  loss_vfl_aux_5: 0.7872 (0.8432)  loss_vfl_dn_0: 0.4730 (0.4776)  loss_vfl_dn_1: 0.4212 (0.4219)  loss_vfl_dn_2: 0.4004 (0.4042)  loss_vfl_dn_3: 0.3934 (0.3966)  loss_vfl_dn_4: 0.3911 (0.3937)  loss_vfl_dn_5: 0.3921 (0.3931)  time: 0.4612  data: 0.0134  max mem: 5653
Epoch: [12]  [7100/7393]  eta: 0:02:19  lr: 0.000010  loss: 18.5385 (18.0233)  loss_bbox: 0.1857 (0.1778)  loss_bbox_aux_0: 0.1981 (0.1923)  loss_bbox_aux_1: 0.1832 (0.1825)  loss_bbox_aux_2: 0.1799 (0.1796)  loss_bbox_aux_3: 0.1878 (0.1780)  loss_bbox_aux_4: 0.1858 (0.1777)  loss_bbox_aux_5: 0.2542 (0.2353)  loss_bbox_dn_0: 0.3110 (0.3256)  loss_bbox_dn_1: 0.2496 (0.2558)  loss_bbox_dn_2: 0.2375 (0.2357)  loss_bbox_dn_3: 0.2340 (0.2278)  loss_bbox_dn_4: 0.2318 (0.2256)  loss_bbox_dn_5: 0.2317 (0.2255)  loss_giou: 0.5242 (0.5297)  loss_giou_aux_0: 0.5874 (0.5572)  loss_giou_aux_1: 0.5435 (0.5392)  loss_giou_aux_2: 0.5410 (0.5337)  loss_giou_aux_3: 0.5230 (0.5309)  loss_giou_aux_4: 0.5259 (0.5300)  loss_giou_aux_5: 0.6504 (0.6321)  loss_giou_dn_0: 0.6813 (0.6651)  loss_giou_dn_1: 0.5734 (0.5618)  loss_giou_dn_2: 0.5579 (0.5356)  loss_giou_dn_3: 0.5549 (0.5270)  loss_giou_dn_4: 0.5529 (0.5248)  loss_giou_dn_5: 0.5533 (0.5249)  loss_vfl: 0.7471 (0.7367)  loss_vfl_aux_0: 0.8784 (0.8699)  loss_vfl_aux_1: 0.8201 (0.8175)  loss_vfl_aux_2: 0.7750 (0.7703)  loss_vfl_aux_3: 0.7594 (0.7480)  loss_vfl_aux_4: 0.7472 (0.7394)  loss_vfl_aux_5: 0.8617 (0.8433)  loss_vfl_dn_0: 0.4794 (0.4775)  loss_vfl_dn_1: 0.4267 (0.4219)  loss_vfl_dn_2: 0.4094 (0.4042)  loss_vfl_dn_3: 0.4025 (0.3966)  loss_vfl_dn_4: 0.4004 (0.3937)  loss_vfl_dn_5: 0.4009 (0.3931)  time: 0.4667  data: 0.0139  max mem: 5653
Epoch: [12]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 18.2880 (18.0245)  loss_bbox: 0.1711 (0.1778)  loss_bbox_aux_0: 0.1860 (0.1923)  loss_bbox_aux_1: 0.1805 (0.1825)  loss_bbox_aux_2: 0.1715 (0.1796)  loss_bbox_aux_3: 0.1795 (0.1780)  loss_bbox_aux_4: 0.1777 (0.1777)  loss_bbox_aux_5: 0.2330 (0.2353)  loss_bbox_dn_0: 0.3124 (0.3257)  loss_bbox_dn_1: 0.2475 (0.2559)  loss_bbox_dn_2: 0.2236 (0.2357)  loss_bbox_dn_3: 0.2160 (0.2278)  loss_bbox_dn_4: 0.2147 (0.2256)  loss_bbox_dn_5: 0.2145 (0.2255)  loss_giou: 0.5249 (0.5296)  loss_giou_aux_0: 0.5526 (0.5571)  loss_giou_aux_1: 0.5316 (0.5392)  loss_giou_aux_2: 0.5296 (0.5336)  loss_giou_aux_3: 0.5211 (0.5308)  loss_giou_aux_4: 0.5200 (0.5299)  loss_giou_aux_5: 0.6199 (0.6321)  loss_giou_dn_0: 0.6736 (0.6651)  loss_giou_dn_1: 0.5767 (0.5618)  loss_giou_dn_2: 0.5396 (0.5356)  loss_giou_dn_3: 0.5265 (0.5270)  loss_giou_dn_4: 0.5217 (0.5247)  loss_giou_dn_5: 0.5216 (0.5249)  loss_vfl: 0.7663 (0.7370)  loss_vfl_aux_0: 0.9073 (0.8702)  loss_vfl_aux_1: 0.8357 (0.8177)  loss_vfl_aux_2: 0.7774 (0.7706)  loss_vfl_aux_3: 0.7754 (0.7483)  loss_vfl_aux_4: 0.7696 (0.7396)  loss_vfl_aux_5: 0.8702 (0.8434)  loss_vfl_dn_0: 0.4772 (0.4775)  loss_vfl_dn_1: 0.4235 (0.4219)  loss_vfl_dn_2: 0.4075 (0.4042)  loss_vfl_dn_3: 0.4001 (0.3966)  loss_vfl_dn_4: 0.3985 (0.3937)  loss_vfl_dn_5: 0.3974 (0.3931)  time: 0.4802  data: 0.0140  max mem: 5653
Epoch: [12]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 17.9556 (18.0253)  loss_bbox: 0.1767 (0.1778)  loss_bbox_aux_0: 0.1939 (0.1923)  loss_bbox_aux_1: 0.1770 (0.1825)  loss_bbox_aux_2: 0.1781 (0.1796)  loss_bbox_aux_3: 0.1747 (0.1780)  loss_bbox_aux_4: 0.1754 (0.1777)  loss_bbox_aux_5: 0.2316 (0.2353)  loss_bbox_dn_0: 0.3357 (0.3257)  loss_bbox_dn_1: 0.2625 (0.2559)  loss_bbox_dn_2: 0.2375 (0.2357)  loss_bbox_dn_3: 0.2272 (0.2278)  loss_bbox_dn_4: 0.2259 (0.2256)  loss_bbox_dn_5: 0.2260 (0.2255)  loss_giou: 0.5319 (0.5296)  loss_giou_aux_0: 0.5582 (0.5571)  loss_giou_aux_1: 0.5405 (0.5392)  loss_giou_aux_2: 0.5297 (0.5336)  loss_giou_aux_3: 0.5308 (0.5307)  loss_giou_aux_4: 0.5357 (0.5299)  loss_giou_aux_5: 0.6271 (0.6321)  loss_giou_dn_0: 0.6700 (0.6650)  loss_giou_dn_1: 0.5682 (0.5617)  loss_giou_dn_2: 0.5422 (0.5355)  loss_giou_dn_3: 0.5340 (0.5269)  loss_giou_dn_4: 0.5317 (0.5247)  loss_giou_dn_5: 0.5325 (0.5248)  loss_vfl: 0.7300 (0.7371)  loss_vfl_aux_0: 0.8464 (0.8705)  loss_vfl_aux_1: 0.8024 (0.8179)  loss_vfl_aux_2: 0.7649 (0.7706)  loss_vfl_aux_3: 0.7428 (0.7483)  loss_vfl_aux_4: 0.7260 (0.7398)  loss_vfl_aux_5: 0.8231 (0.8436)  loss_vfl_dn_0: 0.4796 (0.4776)  loss_vfl_dn_1: 0.4225 (0.4219)  loss_vfl_dn_2: 0.4020 (0.4042)  loss_vfl_dn_3: 0.3924 (0.3966)  loss_vfl_dn_4: 0.3917 (0.3937)  loss_vfl_dn_5: 0.3894 (0.3931)  time: 0.4806  data: 0.0151  max mem: 5653
Epoch: [12]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 17.1703 (18.0237)  loss_bbox: 0.1576 (0.1778)  loss_bbox_aux_0: 0.1668 (0.1922)  loss_bbox_aux_1: 0.1616 (0.1824)  loss_bbox_aux_2: 0.1652 (0.1796)  loss_bbox_aux_3: 0.1584 (0.1780)  loss_bbox_aux_4: 0.1598 (0.1777)  loss_bbox_aux_5: 0.2123 (0.2353)  loss_bbox_dn_0: 0.3010 (0.3257)  loss_bbox_dn_1: 0.2396 (0.2559)  loss_bbox_dn_2: 0.2221 (0.2357)  loss_bbox_dn_3: 0.2140 (0.2278)  loss_bbox_dn_4: 0.2105 (0.2256)  loss_bbox_dn_5: 0.2106 (0.2255)  loss_giou: 0.4846 (0.5295)  loss_giou_aux_0: 0.4919 (0.5569)  loss_giou_aux_1: 0.4680 (0.5390)  loss_giou_aux_2: 0.4801 (0.5334)  loss_giou_aux_3: 0.4833 (0.5306)  loss_giou_aux_4: 0.4804 (0.5298)  loss_giou_aux_5: 0.6041 (0.6319)  loss_giou_dn_0: 0.6193 (0.6649)  loss_giou_dn_1: 0.5087 (0.5616)  loss_giou_dn_2: 0.4853 (0.5354)  loss_giou_dn_3: 0.4771 (0.5269)  loss_giou_dn_4: 0.4759 (0.5246)  loss_giou_dn_5: 0.4764 (0.5248)  loss_vfl: 0.7144 (0.7371)  loss_vfl_aux_0: 0.8984 (0.8706)  loss_vfl_aux_1: 0.7912 (0.8179)  loss_vfl_aux_2: 0.7497 (0.7707)  loss_vfl_aux_3: 0.7248 (0.7483)  loss_vfl_aux_4: 0.7153 (0.7398)  loss_vfl_aux_5: 0.8608 (0.8437)  loss_vfl_dn_0: 0.4753 (0.4775)  loss_vfl_dn_1: 0.4138 (0.4218)  loss_vfl_dn_2: 0.3931 (0.4042)  loss_vfl_dn_3: 0.3854 (0.3965)  loss_vfl_dn_4: 0.3838 (0.3937)  loss_vfl_dn_5: 0.3822 (0.3930)  time: 0.4639  data: 0.0144  max mem: 5653
Epoch: [12] Total time: 0:58:49 (0.4775 s / it)
Averaged stats: lr: 0.000010  loss: 17.1703 (18.0237)  loss_bbox: 0.1576 (0.1778)  loss_bbox_aux_0: 0.1668 (0.1922)  loss_bbox_aux_1: 0.1616 (0.1824)  loss_bbox_aux_2: 0.1652 (0.1796)  loss_bbox_aux_3: 0.1584 (0.1780)  loss_bbox_aux_4: 0.1598 (0.1777)  loss_bbox_aux_5: 0.2123 (0.2353)  loss_bbox_dn_0: 0.3010 (0.3257)  loss_bbox_dn_1: 0.2396 (0.2559)  loss_bbox_dn_2: 0.2221 (0.2357)  loss_bbox_dn_3: 0.2140 (0.2278)  loss_bbox_dn_4: 0.2105 (0.2256)  loss_bbox_dn_5: 0.2106 (0.2255)  loss_giou: 0.4846 (0.5295)  loss_giou_aux_0: 0.4919 (0.5569)  loss_giou_aux_1: 0.4680 (0.5390)  loss_giou_aux_2: 0.4801 (0.5334)  loss_giou_aux_3: 0.4833 (0.5306)  loss_giou_aux_4: 0.4804 (0.5298)  loss_giou_aux_5: 0.6041 (0.6319)  loss_giou_dn_0: 0.6193 (0.6649)  loss_giou_dn_1: 0.5087 (0.5616)  loss_giou_dn_2: 0.4853 (0.5354)  loss_giou_dn_3: 0.4771 (0.5269)  loss_giou_dn_4: 0.4759 (0.5246)  loss_giou_dn_5: 0.4764 (0.5248)  loss_vfl: 0.7144 (0.7371)  loss_vfl_aux_0: 0.8984 (0.8706)  loss_vfl_aux_1: 0.7912 (0.8179)  loss_vfl_aux_2: 0.7497 (0.7707)  loss_vfl_aux_3: 0.7248 (0.7483)  loss_vfl_aux_4: 0.7153 (0.7398)  loss_vfl_aux_5: 0.8608 (0.8437)  loss_vfl_dn_0: 0.4753 (0.4775)  loss_vfl_dn_1: 0.4138 (0.4218)  loss_vfl_dn_2: 0.3931 (0.4042)  loss_vfl_dn_3: 0.3854 (0.3965)  loss_vfl_dn_4: 0.3838 (0.3937)  loss_vfl_dn_5: 0.3822 (0.3930)
Test:  [  0/157]  eta: 0:04:04    time: 1.5566  data: 1.1357  max mem: 5653
Test:  [ 10/157]  eta: 0:01:14    time: 0.5040  data: 0.1234  max mem: 5653
Test:  [ 20/157]  eta: 0:01:44    time: 0.7213  data: 0.0237  max mem: 5653
Test:  [ 30/157]  eta: 0:01:20    time: 0.7108  data: 0.0257  max mem: 5653
Test:  [ 40/157]  eta: 0:01:07    time: 0.3805  data: 0.0258  max mem: 5653
Test:  [ 50/157]  eta: 0:00:57    time: 0.3854  data: 0.0253  max mem: 5653
Test:  [ 60/157]  eta: 0:00:49    time: 0.3919  data: 0.0254  max mem: 5653
Test:  [ 70/157]  eta: 0:00:43    time: 0.3863  data: 0.0258  max mem: 5653
Test:  [ 80/157]  eta: 0:00:37    time: 0.3851  data: 0.0254  max mem: 5653
Test:  [ 90/157]  eta: 0:00:31    time: 0.3901  data: 0.0249  max mem: 5653
Test:  [100/157]  eta: 0:00:26    time: 0.3812  data: 0.0246  max mem: 5653
Test:  [110/157]  eta: 0:00:21    time: 0.3843  data: 0.0244  max mem: 5653
Test:  [120/157]  eta: 0:00:16    time: 0.3837  data: 0.0247  max mem: 5653
Test:  [130/157]  eta: 0:00:13    time: 0.6515  data: 0.0253  max mem: 5653
Test:  [140/157]  eta: 0:00:08    time: 0.6467  data: 0.0257  max mem: 5653
Test:  [150/157]  eta: 0:00:03    time: 0.3603  data: 0.0252  max mem: 5653
Test:  [156/157]  eta: 0:00:00    time: 0.3501  data: 0.0242  max mem: 5653
Test: Total time: 0:01:13 (0.4672 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=30.85s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.489
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.667
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.528
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.306
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.536
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.671
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.373
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.625
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.698
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.511
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.746
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.880
best_stat:  {'epoch': 12, 'coco_eval_bbox': 0.4887275802049155}
Epoch: [13]  [   0/7393]  eta: 19:09:27  lr: 0.000010  loss: 15.8837 (15.8837)  loss_bbox: 0.1674 (0.1674)  loss_bbox_aux_0: 0.1972 (0.1972)  loss_bbox_aux_1: 0.1921 (0.1921)  loss_bbox_aux_2: 0.2017 (0.2017)  loss_bbox_aux_3: 0.1647 (0.1647)  loss_bbox_aux_4: 0.1671 (0.1671)  loss_bbox_aux_5: 0.2635 (0.2635)  loss_bbox_dn_0: 0.3455 (0.3455)  loss_bbox_dn_1: 0.2473 (0.2473)  loss_bbox_dn_2: 0.2120 (0.2120)  loss_bbox_dn_3: 0.2011 (0.2011)  loss_bbox_dn_4: 0.1981 (0.1981)  loss_bbox_dn_5: 0.1973 (0.1973)  loss_giou: 0.4055 (0.4055)  loss_giou_aux_0: 0.4386 (0.4386)  loss_giou_aux_1: 0.4164 (0.4164)  loss_giou_aux_2: 0.4058 (0.4058)  loss_giou_aux_3: 0.3978 (0.3978)  loss_giou_aux_4: 0.4055 (0.4055)  loss_giou_aux_5: 0.5201 (0.5201)  loss_giou_dn_0: 0.5625 (0.5625)  loss_giou_dn_1: 0.4418 (0.4418)  loss_giou_dn_2: 0.4075 (0.4075)  loss_giou_dn_3: 0.3960 (0.3960)  loss_giou_dn_4: 0.3944 (0.3944)  loss_giou_dn_5: 0.3938 (0.3938)  loss_vfl: 0.6487 (0.6487)  loss_vfl_aux_0: 0.8943 (0.8943)  loss_vfl_aux_1: 0.7776 (0.7776)  loss_vfl_aux_2: 0.7132 (0.7132)  loss_vfl_aux_3: 0.6805 (0.6805)  loss_vfl_aux_4: 0.6601 (0.6601)  loss_vfl_aux_5: 0.8408 (0.8408)  loss_vfl_dn_0: 0.4841 (0.4841)  loss_vfl_dn_1: 0.4015 (0.4015)  loss_vfl_dn_2: 0.3704 (0.3704)  loss_vfl_dn_3: 0.3602 (0.3602)  loss_vfl_dn_4: 0.3571 (0.3571)  loss_vfl_dn_5: 0.3547 (0.3547)  time: 9.3288  data: 1.3744  max mem: 5653
Epoch: [13]  [ 100/7393]  eta: 1:10:01  lr: 0.000010  loss: 17.9891 (18.1172)  loss_bbox: 0.1590 (0.1739)  loss_bbox_aux_0: 0.1780 (0.1904)  loss_bbox_aux_1: 0.1639 (0.1798)  loss_bbox_aux_2: 0.1594 (0.1772)  loss_bbox_aux_3: 0.1585 (0.1739)  loss_bbox_aux_4: 0.1593 (0.1735)  loss_bbox_aux_5: 0.2110 (0.2338)  loss_bbox_dn_0: 0.2789 (0.3291)  loss_bbox_dn_1: 0.2250 (0.2571)  loss_bbox_dn_2: 0.2026 (0.2362)  loss_bbox_dn_3: 0.1948 (0.2288)  loss_bbox_dn_4: 0.1942 (0.2265)  loss_bbox_dn_5: 0.1943 (0.2264)  loss_giou: 0.5534 (0.5321)  loss_giou_aux_0: 0.6010 (0.5634)  loss_giou_aux_1: 0.5886 (0.5438)  loss_giou_aux_2: 0.5619 (0.5360)  loss_giou_aux_3: 0.5492 (0.5331)  loss_giou_aux_4: 0.5652 (0.5325)  loss_giou_aux_5: 0.6775 (0.6406)  loss_giou_dn_0: 0.6829 (0.6689)  loss_giou_dn_1: 0.5784 (0.5643)  loss_giou_dn_2: 0.5545 (0.5375)  loss_giou_dn_3: 0.5486 (0.5288)  loss_giou_dn_4: 0.5484 (0.5266)  loss_giou_dn_5: 0.5483 (0.5267)  loss_vfl: 0.7153 (0.7463)  loss_vfl_aux_0: 0.8412 (0.8772)  loss_vfl_aux_1: 0.7733 (0.8266)  loss_vfl_aux_2: 0.7571 (0.7791)  loss_vfl_aux_3: 0.7389 (0.7604)  loss_vfl_aux_4: 0.7182 (0.7497)  loss_vfl_aux_5: 0.7832 (0.8473)  loss_vfl_dn_0: 0.4732 (0.4773)  loss_vfl_dn_1: 0.4191 (0.4218)  loss_vfl_dn_2: 0.4023 (0.4044)  loss_vfl_dn_3: 0.3969 (0.3974)  loss_vfl_dn_4: 0.3935 (0.3944)  loss_vfl_dn_5: 0.3942 (0.3943)  time: 0.5023  data: 0.0161  max mem: 5653
Epoch: [13]  [ 200/7393]  eta: 1:03:12  lr: 0.000010  loss: 17.6092 (18.0588)  loss_bbox: 0.1581 (0.1733)  loss_bbox_aux_0: 0.1721 (0.1878)  loss_bbox_aux_1: 0.1660 (0.1777)  loss_bbox_aux_2: 0.1619 (0.1764)  loss_bbox_aux_3: 0.1589 (0.1737)  loss_bbox_aux_4: 0.1586 (0.1729)  loss_bbox_aux_5: 0.2023 (0.2314)  loss_bbox_dn_0: 0.2952 (0.3239)  loss_bbox_dn_1: 0.2316 (0.2536)  loss_bbox_dn_2: 0.2083 (0.2340)  loss_bbox_dn_3: 0.2049 (0.2265)  loss_bbox_dn_4: 0.2017 (0.2243)  loss_bbox_dn_5: 0.2016 (0.2242)  loss_giou: 0.4753 (0.5311)  loss_giou_aux_0: 0.5056 (0.5590)  loss_giou_aux_1: 0.4871 (0.5413)  loss_giou_aux_2: 0.4796 (0.5354)  loss_giou_aux_3: 0.4736 (0.5319)  loss_giou_aux_4: 0.4750 (0.5316)  loss_giou_aux_5: 0.5597 (0.6343)  loss_giou_dn_0: 0.6380 (0.6665)  loss_giou_dn_1: 0.5375 (0.5629)  loss_giou_dn_2: 0.5033 (0.5369)  loss_giou_dn_3: 0.4955 (0.5284)  loss_giou_dn_4: 0.4932 (0.5262)  loss_giou_dn_5: 0.4932 (0.5263)  loss_vfl: 0.7475 (0.7433)  loss_vfl_aux_0: 0.8794 (0.8779)  loss_vfl_aux_1: 0.8202 (0.8261)  loss_vfl_aux_2: 0.7719 (0.7760)  loss_vfl_aux_3: 0.7481 (0.7571)  loss_vfl_aux_4: 0.7418 (0.7467)  loss_vfl_aux_5: 0.8466 (0.8514)  loss_vfl_dn_0: 0.4776 (0.4776)  loss_vfl_dn_1: 0.4187 (0.4216)  loss_vfl_dn_2: 0.3996 (0.4044)  loss_vfl_dn_3: 0.3920 (0.3971)  loss_vfl_dn_4: 0.3865 (0.3943)  loss_vfl_dn_5: 0.3836 (0.3937)  time: 0.4818  data: 0.0157  max mem: 5653
Epoch: [13]  [ 300/7393]  eta: 1:00:01  lr: 0.000010  loss: 18.4386 (18.0533)  loss_bbox: 0.1857 (0.1778)  loss_bbox_aux_0: 0.1790 (0.1911)  loss_bbox_aux_1: 0.1849 (0.1812)  loss_bbox_aux_2: 0.1835 (0.1800)  loss_bbox_aux_3: 0.1854 (0.1779)  loss_bbox_aux_4: 0.1823 (0.1778)  loss_bbox_aux_5: 0.2314 (0.2353)  loss_bbox_dn_0: 0.2995 (0.3306)  loss_bbox_dn_1: 0.2375 (0.2590)  loss_bbox_dn_2: 0.2238 (0.2387)  loss_bbox_dn_3: 0.2160 (0.2309)  loss_bbox_dn_4: 0.2162 (0.2287)  loss_bbox_dn_5: 0.2161 (0.2286)  loss_giou: 0.5421 (0.5278)  loss_giou_aux_0: 0.5798 (0.5542)  loss_giou_aux_1: 0.5636 (0.5373)  loss_giou_aux_2: 0.5502 (0.5321)  loss_giou_aux_3: 0.5439 (0.5288)  loss_giou_aux_4: 0.5446 (0.5285)  loss_giou_aux_5: 0.6559 (0.6294)  loss_giou_dn_0: 0.6847 (0.6630)  loss_giou_dn_1: 0.5992 (0.5595)  loss_giou_dn_2: 0.5749 (0.5334)  loss_giou_dn_3: 0.5655 (0.5248)  loss_giou_dn_4: 0.5637 (0.5224)  loss_giou_dn_5: 0.5635 (0.5225)  loss_vfl: 0.6999 (0.7406)  loss_vfl_aux_0: 0.8350 (0.8789)  loss_vfl_aux_1: 0.7482 (0.8239)  loss_vfl_aux_2: 0.7246 (0.7734)  loss_vfl_aux_3: 0.7101 (0.7538)  loss_vfl_aux_4: 0.7017 (0.7433)  loss_vfl_aux_5: 0.7827 (0.8524)  loss_vfl_dn_0: 0.4702 (0.4779)  loss_vfl_dn_1: 0.4228 (0.4210)  loss_vfl_dn_2: 0.4050 (0.4037)  loss_vfl_dn_3: 0.3993 (0.3964)  loss_vfl_dn_4: 0.3965 (0.3936)  loss_vfl_dn_5: 0.3949 (0.3930)  time: 0.4652  data: 0.0159  max mem: 5653
Epoch: [13]  [ 400/7393]  eta: 0:58:03  lr: 0.000010  loss: 17.5763 (17.9980)  loss_bbox: 0.1843 (0.1774)  loss_bbox_aux_0: 0.1763 (0.1900)  loss_bbox_aux_1: 0.1860 (0.1810)  loss_bbox_aux_2: 0.1737 (0.1794)  loss_bbox_aux_3: 0.1796 (0.1772)  loss_bbox_aux_4: 0.1692 (0.1772)  loss_bbox_aux_5: 0.2357 (0.2336)  loss_bbox_dn_0: 0.3254 (0.3283)  loss_bbox_dn_1: 0.2622 (0.2572)  loss_bbox_dn_2: 0.2426 (0.2368)  loss_bbox_dn_3: 0.2362 (0.2289)  loss_bbox_dn_4: 0.2350 (0.2266)  loss_bbox_dn_5: 0.2351 (0.2266)  loss_giou: 0.4995 (0.5261)  loss_giou_aux_0: 0.5033 (0.5520)  loss_giou_aux_1: 0.4879 (0.5356)  loss_giou_aux_2: 0.5001 (0.5302)  loss_giou_aux_3: 0.5006 (0.5270)  loss_giou_aux_4: 0.5031 (0.5266)  loss_giou_aux_5: 0.5858 (0.6271)  loss_giou_dn_0: 0.6373 (0.6616)  loss_giou_dn_1: 0.5368 (0.5582)  loss_giou_dn_2: 0.5161 (0.5320)  loss_giou_dn_3: 0.5071 (0.5233)  loss_giou_dn_4: 0.5078 (0.5209)  loss_giou_dn_5: 0.5082 (0.5210)  loss_vfl: 0.7378 (0.7385)  loss_vfl_aux_0: 0.8932 (0.8767)  loss_vfl_aux_1: 0.8428 (0.8210)  loss_vfl_aux_2: 0.7720 (0.7722)  loss_vfl_aux_3: 0.7452 (0.7513)  loss_vfl_aux_4: 0.7471 (0.7416)  loss_vfl_aux_5: 0.8209 (0.8501)  loss_vfl_dn_0: 0.4748 (0.4781)  loss_vfl_dn_1: 0.4094 (0.4210)  loss_vfl_dn_2: 0.3943 (0.4035)  loss_vfl_dn_3: 0.3905 (0.3962)  loss_vfl_dn_4: 0.3877 (0.3934)  loss_vfl_dn_5: 0.3861 (0.3928)  time: 0.4661  data: 0.0155  max mem: 5653
Epoch: [13]  [ 500/7393]  eta: 0:56:29  lr: 0.000010  loss: 17.9743 (17.9292)  loss_bbox: 0.1701 (0.1763)  loss_bbox_aux_0: 0.1898 (0.1889)  loss_bbox_aux_1: 0.1767 (0.1799)  loss_bbox_aux_2: 0.1740 (0.1781)  loss_bbox_aux_3: 0.1755 (0.1761)  loss_bbox_aux_4: 0.1731 (0.1759)  loss_bbox_aux_5: 0.2331 (0.2320)  loss_bbox_dn_0: 0.2995 (0.3259)  loss_bbox_dn_1: 0.2402 (0.2551)  loss_bbox_dn_2: 0.2146 (0.2347)  loss_bbox_dn_3: 0.2045 (0.2270)  loss_bbox_dn_4: 0.2023 (0.2248)  loss_bbox_dn_5: 0.2023 (0.2247)  loss_giou: 0.5355 (0.5243)  loss_giou_aux_0: 0.5687 (0.5502)  loss_giou_aux_1: 0.5572 (0.5337)  loss_giou_aux_2: 0.5520 (0.5284)  loss_giou_aux_3: 0.5444 (0.5250)  loss_giou_aux_4: 0.5400 (0.5246)  loss_giou_aux_5: 0.6499 (0.6249)  loss_giou_dn_0: 0.6662 (0.6595)  loss_giou_dn_1: 0.5663 (0.5563)  loss_giou_dn_2: 0.5485 (0.5301)  loss_giou_dn_3: 0.5407 (0.5215)  loss_giou_dn_4: 0.5379 (0.5192)  loss_giou_dn_5: 0.5381 (0.5193)  loss_vfl: 0.7218 (0.7354)  loss_vfl_aux_0: 0.8356 (0.8730)  loss_vfl_aux_1: 0.7950 (0.8187)  loss_vfl_aux_2: 0.7563 (0.7687)  loss_vfl_aux_3: 0.7242 (0.7482)  loss_vfl_aux_4: 0.7215 (0.7384)  loss_vfl_aux_5: 0.8172 (0.8477)  loss_vfl_dn_0: 0.4782 (0.4780)  loss_vfl_dn_1: 0.4284 (0.4206)  loss_vfl_dn_2: 0.4124 (0.4031)  loss_vfl_dn_3: 0.4073 (0.3959)  loss_vfl_dn_4: 0.4022 (0.3929)  loss_vfl_dn_5: 0.4021 (0.3924)  time: 0.4624  data: 0.0156  max mem: 5653
Epoch: [13]  [ 600/7393]  eta: 0:55:12  lr: 0.000010  loss: 17.8502 (17.9236)  loss_bbox: 0.1578 (0.1757)  loss_bbox_aux_0: 0.1660 (0.1883)  loss_bbox_aux_1: 0.1611 (0.1792)  loss_bbox_aux_2: 0.1564 (0.1776)  loss_bbox_aux_3: 0.1563 (0.1756)  loss_bbox_aux_4: 0.1558 (0.1754)  loss_bbox_aux_5: 0.2204 (0.2315)  loss_bbox_dn_0: 0.3054 (0.3237)  loss_bbox_dn_1: 0.2346 (0.2532)  loss_bbox_dn_2: 0.2087 (0.2330)  loss_bbox_dn_3: 0.1959 (0.2253)  loss_bbox_dn_4: 0.1925 (0.2232)  loss_bbox_dn_5: 0.1926 (0.2231)  loss_giou: 0.5738 (0.5266)  loss_giou_aux_0: 0.6089 (0.5527)  loss_giou_aux_1: 0.5912 (0.5357)  loss_giou_aux_2: 0.5821 (0.5308)  loss_giou_aux_3: 0.5732 (0.5272)  loss_giou_aux_4: 0.5807 (0.5268)  loss_giou_aux_5: 0.6702 (0.6278)  loss_giou_dn_0: 0.6766 (0.6603)  loss_giou_dn_1: 0.5681 (0.5572)  loss_giou_dn_2: 0.5402 (0.5312)  loss_giou_dn_3: 0.5304 (0.5225)  loss_giou_dn_4: 0.5301 (0.5203)  loss_giou_dn_5: 0.5303 (0.5204)  loss_vfl: 0.7101 (0.7339)  loss_vfl_aux_0: 0.8175 (0.8699)  loss_vfl_aux_1: 0.7738 (0.8164)  loss_vfl_aux_2: 0.7437 (0.7671)  loss_vfl_aux_3: 0.7061 (0.7465)  loss_vfl_aux_4: 0.7015 (0.7368)  loss_vfl_aux_5: 0.7688 (0.8441)  loss_vfl_dn_0: 0.4693 (0.4780)  loss_vfl_dn_1: 0.4199 (0.4208)  loss_vfl_dn_2: 0.4025 (0.4034)  loss_vfl_dn_3: 0.3985 (0.3962)  loss_vfl_dn_4: 0.3960 (0.3932)  loss_vfl_dn_5: 0.3970 (0.3926)  time: 0.4694  data: 0.0152  max mem: 5653
Epoch: [13]  [ 700/7393]  eta: 0:54:13  lr: 0.000010  loss: 17.6991 (17.9121)  loss_bbox: 0.1791 (0.1758)  loss_bbox_aux_0: 0.1888 (0.1887)  loss_bbox_aux_1: 0.1891 (0.1797)  loss_bbox_aux_2: 0.1701 (0.1778)  loss_bbox_aux_3: 0.1740 (0.1759)  loss_bbox_aux_4: 0.1801 (0.1757)  loss_bbox_aux_5: 0.2426 (0.2324)  loss_bbox_dn_0: 0.3583 (0.3247)  loss_bbox_dn_1: 0.2841 (0.2539)  loss_bbox_dn_2: 0.2577 (0.2336)  loss_bbox_dn_3: 0.2442 (0.2258)  loss_bbox_dn_4: 0.2417 (0.2237)  loss_bbox_dn_5: 0.2419 (0.2236)  loss_giou: 0.4414 (0.5254)  loss_giou_aux_0: 0.4751 (0.5513)  loss_giou_aux_1: 0.4493 (0.5346)  loss_giou_aux_2: 0.4440 (0.5294)  loss_giou_aux_3: 0.4431 (0.5261)  loss_giou_aux_4: 0.4390 (0.5258)  loss_giou_aux_5: 0.5574 (0.6264)  loss_giou_dn_0: 0.6404 (0.6590)  loss_giou_dn_1: 0.5200 (0.5558)  loss_giou_dn_2: 0.4936 (0.5299)  loss_giou_dn_3: 0.4809 (0.5213)  loss_giou_dn_4: 0.4772 (0.5190)  loss_giou_dn_5: 0.4771 (0.5192)  loss_vfl: 0.7096 (0.7343)  loss_vfl_aux_0: 0.8409 (0.8703)  loss_vfl_aux_1: 0.7904 (0.8159)  loss_vfl_aux_2: 0.7419 (0.7674)  loss_vfl_aux_3: 0.7318 (0.7468)  loss_vfl_aux_4: 0.7296 (0.7370)  loss_vfl_aux_5: 0.8252 (0.8441)  loss_vfl_dn_0: 0.4767 (0.4777)  loss_vfl_dn_1: 0.4110 (0.4206)  loss_vfl_dn_2: 0.3966 (0.4031)  loss_vfl_dn_3: 0.3866 (0.3957)  loss_vfl_dn_4: 0.3847 (0.3927)  loss_vfl_dn_5: 0.3829 (0.3922)  time: 0.4706  data: 0.0149  max mem: 5653
Epoch: [13]  [ 800/7393]  eta: 0:53:05  lr: 0.000010  loss: 17.8738 (17.9223)  loss_bbox: 0.1761 (0.1757)  loss_bbox_aux_0: 0.1821 (0.1888)  loss_bbox_aux_1: 0.1708 (0.1797)  loss_bbox_aux_2: 0.1708 (0.1778)  loss_bbox_aux_3: 0.1763 (0.1758)  loss_bbox_aux_4: 0.1757 (0.1754)  loss_bbox_aux_5: 0.2104 (0.2321)  loss_bbox_dn_0: 0.3344 (0.3247)  loss_bbox_dn_1: 0.2582 (0.2539)  loss_bbox_dn_2: 0.2374 (0.2335)  loss_bbox_dn_3: 0.2278 (0.2258)  loss_bbox_dn_4: 0.2238 (0.2236)  loss_bbox_dn_5: 0.2230 (0.2236)  loss_giou: 0.4637 (0.5259)  loss_giou_aux_0: 0.4881 (0.5522)  loss_giou_aux_1: 0.4837 (0.5350)  loss_giou_aux_2: 0.4720 (0.5299)  loss_giou_aux_3: 0.4648 (0.5265)  loss_giou_aux_4: 0.4653 (0.5261)  loss_giou_aux_5: 0.5755 (0.6268)  loss_giou_dn_0: 0.6548 (0.6602)  loss_giou_dn_1: 0.5691 (0.5568)  loss_giou_dn_2: 0.5395 (0.5308)  loss_giou_dn_3: 0.5291 (0.5222)  loss_giou_dn_4: 0.5264 (0.5200)  loss_giou_dn_5: 0.5268 (0.5201)  loss_vfl: 0.7530 (0.7350)  loss_vfl_aux_0: 0.9105 (0.8695)  loss_vfl_aux_1: 0.8375 (0.8160)  loss_vfl_aux_2: 0.8043 (0.7674)  loss_vfl_aux_3: 0.7507 (0.7474)  loss_vfl_aux_4: 0.7567 (0.7377)  loss_vfl_aux_5: 0.8758 (0.8434)  loss_vfl_dn_0: 0.4745 (0.4776)  loss_vfl_dn_1: 0.4154 (0.4209)  loss_vfl_dn_2: 0.3954 (0.4034)  loss_vfl_dn_3: 0.3879 (0.3958)  loss_vfl_dn_4: 0.3854 (0.3929)  loss_vfl_dn_5: 0.3830 (0.3923)  time: 0.4667  data: 0.0153  max mem: 5653
Epoch: [13]  [ 900/7393]  eta: 0:52:05  lr: 0.000010  loss: 17.9614 (17.9240)  loss_bbox: 0.1743 (0.1758)  loss_bbox_aux_0: 0.2035 (0.1892)  loss_bbox_aux_1: 0.1925 (0.1797)  loss_bbox_aux_2: 0.1865 (0.1778)  loss_bbox_aux_3: 0.1779 (0.1757)  loss_bbox_aux_4: 0.1826 (0.1754)  loss_bbox_aux_5: 0.2497 (0.2325)  loss_bbox_dn_0: 0.3639 (0.3247)  loss_bbox_dn_1: 0.2903 (0.2539)  loss_bbox_dn_2: 0.2696 (0.2335)  loss_bbox_dn_3: 0.2597 (0.2257)  loss_bbox_dn_4: 0.2583 (0.2235)  loss_bbox_dn_5: 0.2586 (0.2235)  loss_giou: 0.5031 (0.5258)  loss_giou_aux_0: 0.5405 (0.5524)  loss_giou_aux_1: 0.5211 (0.5347)  loss_giou_aux_2: 0.4998 (0.5296)  loss_giou_aux_3: 0.5036 (0.5263)  loss_giou_aux_4: 0.5024 (0.5260)  loss_giou_aux_5: 0.6098 (0.6270)  loss_giou_dn_0: 0.6642 (0.6601)  loss_giou_dn_1: 0.5503 (0.5568)  loss_giou_dn_2: 0.5289 (0.5308)  loss_giou_dn_3: 0.5221 (0.5221)  loss_giou_dn_4: 0.5178 (0.5199)  loss_giou_dn_5: 0.5173 (0.5200)  loss_vfl: 0.6911 (0.7350)  loss_vfl_aux_0: 0.8464 (0.8694)  loss_vfl_aux_1: 0.7875 (0.8167)  loss_vfl_aux_2: 0.7406 (0.7682)  loss_vfl_aux_3: 0.7174 (0.7477)  loss_vfl_aux_4: 0.7069 (0.7379)  loss_vfl_aux_5: 0.8291 (0.8434)  loss_vfl_dn_0: 0.4710 (0.4778)  loss_vfl_dn_1: 0.4197 (0.4210)  loss_vfl_dn_2: 0.3978 (0.4034)  loss_vfl_dn_3: 0.3872 (0.3958)  loss_vfl_dn_4: 0.3836 (0.3929)  loss_vfl_dn_5: 0.3835 (0.3923)  time: 0.4689  data: 0.0153  max mem: 5653
Epoch: [13]  [1000/7393]  eta: 0:51:08  lr: 0.000010  loss: 17.4301 (17.9130)  loss_bbox: 0.1689 (0.1761)  loss_bbox_aux_0: 0.1725 (0.1895)  loss_bbox_aux_1: 0.1779 (0.1802)  loss_bbox_aux_2: 0.1710 (0.1780)  loss_bbox_aux_3: 0.1706 (0.1760)  loss_bbox_aux_4: 0.1681 (0.1758)  loss_bbox_aux_5: 0.2138 (0.2326)  loss_bbox_dn_0: 0.3147 (0.3243)  loss_bbox_dn_1: 0.2325 (0.2535)  loss_bbox_dn_2: 0.2118 (0.2332)  loss_bbox_dn_3: 0.1992 (0.2254)  loss_bbox_dn_4: 0.1956 (0.2233)  loss_bbox_dn_5: 0.1957 (0.2232)  loss_giou: 0.4666 (0.5253)  loss_giou_aux_0: 0.4927 (0.5520)  loss_giou_aux_1: 0.4811 (0.5344)  loss_giou_aux_2: 0.4930 (0.5291)  loss_giou_aux_3: 0.4719 (0.5259)  loss_giou_aux_4: 0.4669 (0.5255)  loss_giou_aux_5: 0.5822 (0.6262)  loss_giou_dn_0: 0.6253 (0.6596)  loss_giou_dn_1: 0.5100 (0.5561)  loss_giou_dn_2: 0.4866 (0.5301)  loss_giou_dn_3: 0.4750 (0.5214)  loss_giou_dn_4: 0.4724 (0.5192)  loss_giou_dn_5: 0.4730 (0.5193)  loss_vfl: 0.6936 (0.7345)  loss_vfl_aux_0: 0.8589 (0.8690)  loss_vfl_aux_1: 0.8257 (0.8159)  loss_vfl_aux_2: 0.7466 (0.7682)  loss_vfl_aux_3: 0.7364 (0.7473)  loss_vfl_aux_4: 0.6924 (0.7373)  loss_vfl_aux_5: 0.8397 (0.8437)  loss_vfl_dn_0: 0.4716 (0.4776)  loss_vfl_dn_1: 0.4118 (0.4208)  loss_vfl_dn_2: 0.3933 (0.4032)  loss_vfl_dn_3: 0.3882 (0.3956)  loss_vfl_dn_4: 0.3836 (0.3928)  loss_vfl_dn_5: 0.3846 (0.3922)  time: 0.4645  data: 0.0151  max mem: 5653
Epoch: [13]  [1100/7393]  eta: 0:50:13  lr: 0.000010  loss: 18.2130 (17.8933)  loss_bbox: 0.1653 (0.1756)  loss_bbox_aux_0: 0.1780 (0.1887)  loss_bbox_aux_1: 0.1650 (0.1793)  loss_bbox_aux_2: 0.1721 (0.1773)  loss_bbox_aux_3: 0.1645 (0.1753)  loss_bbox_aux_4: 0.1658 (0.1753)  loss_bbox_aux_5: 0.2142 (0.2319)  loss_bbox_dn_0: 0.2831 (0.3233)  loss_bbox_dn_1: 0.2308 (0.2528)  loss_bbox_dn_2: 0.2061 (0.2325)  loss_bbox_dn_3: 0.1991 (0.2247)  loss_bbox_dn_4: 0.1981 (0.2225)  loss_bbox_dn_5: 0.1980 (0.2225)  loss_giou: 0.5202 (0.5245)  loss_giou_aux_0: 0.5529 (0.5510)  loss_giou_aux_1: 0.5285 (0.5332)  loss_giou_aux_2: 0.5248 (0.5282)  loss_giou_aux_3: 0.5180 (0.5250)  loss_giou_aux_4: 0.5203 (0.5247)  loss_giou_aux_5: 0.6424 (0.6253)  loss_giou_dn_0: 0.6678 (0.6589)  loss_giou_dn_1: 0.5611 (0.5554)  loss_giou_dn_2: 0.5395 (0.5294)  loss_giou_dn_3: 0.5276 (0.5207)  loss_giou_dn_4: 0.5230 (0.5185)  loss_giou_dn_5: 0.5227 (0.5186)  loss_vfl: 0.7297 (0.7343)  loss_vfl_aux_0: 0.8656 (0.8692)  loss_vfl_aux_1: 0.8507 (0.8166)  loss_vfl_aux_2: 0.7559 (0.7685)  loss_vfl_aux_3: 0.7425 (0.7475)  loss_vfl_aux_4: 0.7312 (0.7371)  loss_vfl_aux_5: 0.7928 (0.8435)  loss_vfl_dn_0: 0.4791 (0.4777)  loss_vfl_dn_1: 0.4243 (0.4208)  loss_vfl_dn_2: 0.4074 (0.4031)  loss_vfl_dn_3: 0.3993 (0.3955)  loss_vfl_dn_4: 0.3997 (0.3927)  loss_vfl_dn_5: 0.3968 (0.3921)  time: 0.4573  data: 0.0152  max mem: 5653
Epoch: [13]  [1200/7393]  eta: 0:49:17  lr: 0.000010  loss: 18.3175 (17.8889)  loss_bbox: 0.1683 (0.1758)  loss_bbox_aux_0: 0.1872 (0.1888)  loss_bbox_aux_1: 0.1808 (0.1793)  loss_bbox_aux_2: 0.1697 (0.1773)  loss_bbox_aux_3: 0.1615 (0.1754)  loss_bbox_aux_4: 0.1601 (0.1755)  loss_bbox_aux_5: 0.2377 (0.2323)  loss_bbox_dn_0: 0.3413 (0.3242)  loss_bbox_dn_1: 0.2518 (0.2535)  loss_bbox_dn_2: 0.2241 (0.2331)  loss_bbox_dn_3: 0.2166 (0.2252)  loss_bbox_dn_4: 0.2125 (0.2230)  loss_bbox_dn_5: 0.2121 (0.2229)  loss_giou: 0.5219 (0.5236)  loss_giou_aux_0: 0.5436 (0.5500)  loss_giou_aux_1: 0.5331 (0.5322)  loss_giou_aux_2: 0.5331 (0.5272)  loss_giou_aux_3: 0.5296 (0.5241)  loss_giou_aux_4: 0.5225 (0.5238)  loss_giou_aux_5: 0.6198 (0.6245)  loss_giou_dn_0: 0.6499 (0.6586)  loss_giou_dn_1: 0.5473 (0.5549)  loss_giou_dn_2: 0.5154 (0.5287)  loss_giou_dn_3: 0.5081 (0.5199)  loss_giou_dn_4: 0.5054 (0.5177)  loss_giou_dn_5: 0.5066 (0.5178)  loss_vfl: 0.7436 (0.7342)  loss_vfl_aux_0: 0.9189 (0.8703)  loss_vfl_aux_1: 0.8389 (0.8173)  loss_vfl_aux_2: 0.7856 (0.7687)  loss_vfl_aux_3: 0.7529 (0.7473)  loss_vfl_aux_4: 0.7471 (0.7372)  loss_vfl_aux_5: 0.8514 (0.8440)  loss_vfl_dn_0: 0.4807 (0.4775)  loss_vfl_dn_1: 0.4243 (0.4206)  loss_vfl_dn_2: 0.4044 (0.4029)  loss_vfl_dn_3: 0.3959 (0.3953)  loss_vfl_dn_4: 0.3951 (0.3924)  loss_vfl_dn_5: 0.3929 (0.3918)  time: 0.4665  data: 0.0137  max mem: 5653
Epoch: [13]  [1300/7393]  eta: 0:48:24  lr: 0.000010  loss: 17.8518 (17.8807)  loss_bbox: 0.1727 (0.1759)  loss_bbox_aux_0: 0.1802 (0.1888)  loss_bbox_aux_1: 0.1723 (0.1793)  loss_bbox_aux_2: 0.1754 (0.1773)  loss_bbox_aux_3: 0.1642 (0.1754)  loss_bbox_aux_4: 0.1726 (0.1755)  loss_bbox_aux_5: 0.2226 (0.2322)  loss_bbox_dn_0: 0.3340 (0.3240)  loss_bbox_dn_1: 0.2454 (0.2530)  loss_bbox_dn_2: 0.2217 (0.2325)  loss_bbox_dn_3: 0.2120 (0.2246)  loss_bbox_dn_4: 0.2070 (0.2224)  loss_bbox_dn_5: 0.2070 (0.2223)  loss_giou: 0.4678 (0.5236)  loss_giou_aux_0: 0.4860 (0.5501)  loss_giou_aux_1: 0.4813 (0.5322)  loss_giou_aux_2: 0.4718 (0.5273)  loss_giou_aux_3: 0.4651 (0.5241)  loss_giou_aux_4: 0.4606 (0.5238)  loss_giou_aux_5: 0.5599 (0.6244)  loss_giou_dn_0: 0.6467 (0.6588)  loss_giou_dn_1: 0.5206 (0.5550)  loss_giou_dn_2: 0.4909 (0.5286)  loss_giou_dn_3: 0.4812 (0.5199)  loss_giou_dn_4: 0.4775 (0.5176)  loss_giou_dn_5: 0.4775 (0.5177)  loss_vfl: 0.7213 (0.7332)  loss_vfl_aux_0: 0.8745 (0.8696)  loss_vfl_aux_1: 0.8165 (0.8170)  loss_vfl_aux_2: 0.7807 (0.7683)  loss_vfl_aux_3: 0.7494 (0.7465)  loss_vfl_aux_4: 0.7312 (0.7365)  loss_vfl_aux_5: 0.8630 (0.8437)  loss_vfl_dn_0: 0.4750 (0.4775)  loss_vfl_dn_1: 0.4145 (0.4205)  loss_vfl_dn_2: 0.4019 (0.4027)  loss_vfl_dn_3: 0.3931 (0.3951)  loss_vfl_dn_4: 0.3898 (0.3923)  loss_vfl_dn_5: 0.3889 (0.3916)  time: 0.4558  data: 0.0149  max mem: 5653
Epoch: [13]  [1400/7393]  eta: 0:47:31  lr: 0.000010  loss: 18.3418 (17.8822)  loss_bbox: 0.1687 (0.1757)  loss_bbox_aux_0: 0.1839 (0.1884)  loss_bbox_aux_1: 0.1765 (0.1791)  loss_bbox_aux_2: 0.1747 (0.1771)  loss_bbox_aux_3: 0.1663 (0.1753)  loss_bbox_aux_4: 0.1688 (0.1753)  loss_bbox_aux_5: 0.2299 (0.2319)  loss_bbox_dn_0: 0.3385 (0.3239)  loss_bbox_dn_1: 0.2572 (0.2528)  loss_bbox_dn_2: 0.2273 (0.2324)  loss_bbox_dn_3: 0.2221 (0.2245)  loss_bbox_dn_4: 0.2203 (0.2223)  loss_bbox_dn_5: 0.2203 (0.2222)  loss_giou: 0.5075 (0.5237)  loss_giou_aux_0: 0.5381 (0.5501)  loss_giou_aux_1: 0.5219 (0.5323)  loss_giou_aux_2: 0.5291 (0.5274)  loss_giou_aux_3: 0.5190 (0.5242)  loss_giou_aux_4: 0.5070 (0.5239)  loss_giou_aux_5: 0.6056 (0.6245)  loss_giou_dn_0: 0.6603 (0.6588)  loss_giou_dn_1: 0.5696 (0.5550)  loss_giou_dn_2: 0.5494 (0.5286)  loss_giou_dn_3: 0.5394 (0.5198)  loss_giou_dn_4: 0.5350 (0.5176)  loss_giou_dn_5: 0.5350 (0.5177)  loss_vfl: 0.7206 (0.7335)  loss_vfl_aux_0: 0.8851 (0.8707)  loss_vfl_aux_1: 0.8045 (0.8176)  loss_vfl_aux_2: 0.7421 (0.7688)  loss_vfl_aux_3: 0.7390 (0.7468)  loss_vfl_aux_4: 0.7265 (0.7368)  loss_vfl_aux_5: 0.8447 (0.8442)  loss_vfl_dn_0: 0.4785 (0.4775)  loss_vfl_dn_1: 0.4161 (0.4205)  loss_vfl_dn_2: 0.3999 (0.4026)  loss_vfl_dn_3: 0.3965 (0.3950)  loss_vfl_dn_4: 0.3951 (0.3922)  loss_vfl_dn_5: 0.3931 (0.3915)  time: 0.4617  data: 0.0144  max mem: 5653
Epoch: [13]  [1500/7393]  eta: 0:46:40  lr: 0.000010  loss: 17.5811 (17.8761)  loss_bbox: 0.1815 (0.1760)  loss_bbox_aux_0: 0.2034 (0.1885)  loss_bbox_aux_1: 0.1900 (0.1794)  loss_bbox_aux_2: 0.1920 (0.1774)  loss_bbox_aux_3: 0.1876 (0.1757)  loss_bbox_aux_4: 0.1856 (0.1757)  loss_bbox_aux_5: 0.2591 (0.2323)  loss_bbox_dn_0: 0.3385 (0.3241)  loss_bbox_dn_1: 0.2642 (0.2531)  loss_bbox_dn_2: 0.2431 (0.2327)  loss_bbox_dn_3: 0.2329 (0.2248)  loss_bbox_dn_4: 0.2297 (0.2225)  loss_bbox_dn_5: 0.2296 (0.2225)  loss_giou: 0.5115 (0.5231)  loss_giou_aux_0: 0.5443 (0.5491)  loss_giou_aux_1: 0.5185 (0.5315)  loss_giou_aux_2: 0.5141 (0.5267)  loss_giou_aux_3: 0.5122 (0.5236)  loss_giou_aux_4: 0.5114 (0.5233)  loss_giou_aux_5: 0.6142 (0.6238)  loss_giou_dn_0: 0.6641 (0.6584)  loss_giou_dn_1: 0.5629 (0.5547)  loss_giou_dn_2: 0.5343 (0.5283)  loss_giou_dn_3: 0.5291 (0.5196)  loss_giou_dn_4: 0.5275 (0.5173)  loss_giou_dn_5: 0.5274 (0.5174)  loss_vfl: 0.7027 (0.7332)  loss_vfl_aux_0: 0.8288 (0.8709)  loss_vfl_aux_1: 0.7846 (0.8174)  loss_vfl_aux_2: 0.7349 (0.7683)  loss_vfl_aux_3: 0.7235 (0.7465)  loss_vfl_aux_4: 0.7088 (0.7365)  loss_vfl_aux_5: 0.8140 (0.8439)  loss_vfl_dn_0: 0.4692 (0.4774)  loss_vfl_dn_1: 0.4119 (0.4202)  loss_vfl_dn_2: 0.3916 (0.4024)  loss_vfl_dn_3: 0.3878 (0.3948)  loss_vfl_dn_4: 0.3861 (0.3920)  loss_vfl_dn_5: 0.3853 (0.3913)  time: 0.4700  data: 0.0145  max mem: 5653
Epoch: [13]  [1600/7393]  eta: 0:45:47  lr: 0.000010  loss: 17.5441 (17.8684)  loss_bbox: 0.1654 (0.1758)  loss_bbox_aux_0: 0.1754 (0.1883)  loss_bbox_aux_1: 0.1671 (0.1793)  loss_bbox_aux_2: 0.1645 (0.1773)  loss_bbox_aux_3: 0.1616 (0.1754)  loss_bbox_aux_4: 0.1661 (0.1755)  loss_bbox_aux_5: 0.2216 (0.2322)  loss_bbox_dn_0: 0.2721 (0.3233)  loss_bbox_dn_1: 0.2144 (0.2525)  loss_bbox_dn_2: 0.1945 (0.2320)  loss_bbox_dn_3: 0.1871 (0.2241)  loss_bbox_dn_4: 0.1857 (0.2219)  loss_bbox_dn_5: 0.1857 (0.2219)  loss_giou: 0.5340 (0.5232)  loss_giou_aux_0: 0.5721 (0.5493)  loss_giou_aux_1: 0.5460 (0.5318)  loss_giou_aux_2: 0.5416 (0.5268)  loss_giou_aux_3: 0.5263 (0.5237)  loss_giou_aux_4: 0.5333 (0.5234)  loss_giou_aux_5: 0.6490 (0.6243)  loss_giou_dn_0: 0.6595 (0.6587)  loss_giou_dn_1: 0.5404 (0.5550)  loss_giou_dn_2: 0.5168 (0.5286)  loss_giou_dn_3: 0.5093 (0.5198)  loss_giou_dn_4: 0.5070 (0.5175)  loss_giou_dn_5: 0.5075 (0.5177)  loss_vfl: 0.6758 (0.7328)  loss_vfl_aux_0: 0.8706 (0.8702)  loss_vfl_aux_1: 0.7787 (0.8166)  loss_vfl_aux_2: 0.7025 (0.7677)  loss_vfl_aux_3: 0.6871 (0.7460)  loss_vfl_aux_4: 0.6768 (0.7361)  loss_vfl_aux_5: 0.7775 (0.8425)  loss_vfl_dn_0: 0.4656 (0.4771)  loss_vfl_dn_1: 0.4181 (0.4201)  loss_vfl_dn_2: 0.4029 (0.4022)  loss_vfl_dn_3: 0.3952 (0.3947)  loss_vfl_dn_4: 0.3922 (0.3918)  loss_vfl_dn_5: 0.3936 (0.3912)  time: 0.4630  data: 0.0143  max mem: 5653
Epoch: [13]  [1700/7393]  eta: 0:44:59  lr: 0.000010  loss: 18.3736 (17.8641)  loss_bbox: 0.1858 (0.1759)  loss_bbox_aux_0: 0.1980 (0.1884)  loss_bbox_aux_1: 0.1897 (0.1796)  loss_bbox_aux_2: 0.1811 (0.1774)  loss_bbox_aux_3: 0.1869 (0.1756)  loss_bbox_aux_4: 0.1852 (0.1756)  loss_bbox_aux_5: 0.2320 (0.2324)  loss_bbox_dn_0: 0.3317 (0.3238)  loss_bbox_dn_1: 0.2557 (0.2529)  loss_bbox_dn_2: 0.2371 (0.2324)  loss_bbox_dn_3: 0.2334 (0.2245)  loss_bbox_dn_4: 0.2318 (0.2222)  loss_bbox_dn_5: 0.2319 (0.2222)  loss_giou: 0.5074 (0.5225)  loss_giou_aux_0: 0.5330 (0.5486)  loss_giou_aux_1: 0.5135 (0.5312)  loss_giou_aux_2: 0.5080 (0.5262)  loss_giou_aux_3: 0.5074 (0.5230)  loss_giou_aux_4: 0.5099 (0.5227)  loss_giou_aux_5: 0.6204 (0.6237)  loss_giou_dn_0: 0.6646 (0.6583)  loss_giou_dn_1: 0.5614 (0.5545)  loss_giou_dn_2: 0.5272 (0.5281)  loss_giou_dn_3: 0.5143 (0.5193)  loss_giou_dn_4: 0.5111 (0.5170)  loss_giou_dn_5: 0.5108 (0.5172)  loss_vfl: 0.7377 (0.7330)  loss_vfl_aux_0: 0.8448 (0.8703)  loss_vfl_aux_1: 0.8014 (0.8162)  loss_vfl_aux_2: 0.7443 (0.7676)  loss_vfl_aux_3: 0.7444 (0.7460)  loss_vfl_aux_4: 0.7160 (0.7363)  loss_vfl_aux_5: 0.8399 (0.8425)  loss_vfl_dn_0: 0.4689 (0.4772)  loss_vfl_dn_1: 0.4187 (0.4201)  loss_vfl_dn_2: 0.4013 (0.4022)  loss_vfl_dn_3: 0.3918 (0.3946)  loss_vfl_dn_4: 0.3885 (0.3918)  loss_vfl_dn_5: 0.3908 (0.3911)  time: 0.4635  data: 0.0143  max mem: 5653
Epoch: [13]  [1800/7393]  eta: 0:44:07  lr: 0.000010  loss: 17.8354 (17.8639)  loss_bbox: 0.1634 (0.1762)  loss_bbox_aux_0: 0.1842 (0.1888)  loss_bbox_aux_1: 0.1768 (0.1800)  loss_bbox_aux_2: 0.1774 (0.1777)  loss_bbox_aux_3: 0.1695 (0.1758)  loss_bbox_aux_4: 0.1631 (0.1759)  loss_bbox_aux_5: 0.2222 (0.2328)  loss_bbox_dn_0: 0.3243 (0.3245)  loss_bbox_dn_1: 0.2618 (0.2535)  loss_bbox_dn_2: 0.2461 (0.2330)  loss_bbox_dn_3: 0.2376 (0.2250)  loss_bbox_dn_4: 0.2363 (0.2228)  loss_bbox_dn_5: 0.2368 (0.2227)  loss_giou: 0.4788 (0.5216)  loss_giou_aux_0: 0.5017 (0.5478)  loss_giou_aux_1: 0.4797 (0.5304)  loss_giou_aux_2: 0.4810 (0.5254)  loss_giou_aux_3: 0.4770 (0.5222)  loss_giou_aux_4: 0.4773 (0.5218)  loss_giou_aux_5: 0.5653 (0.6229)  loss_giou_dn_0: 0.6558 (0.6581)  loss_giou_dn_1: 0.5504 (0.5543)  loss_giou_dn_2: 0.5196 (0.5278)  loss_giou_dn_3: 0.5129 (0.5190)  loss_giou_dn_4: 0.5087 (0.5167)  loss_giou_dn_5: 0.5086 (0.5169)  loss_vfl: 0.7237 (0.7332)  loss_vfl_aux_0: 0.8594 (0.8712)  loss_vfl_aux_1: 0.8189 (0.8164)  loss_vfl_aux_2: 0.7620 (0.7677)  loss_vfl_aux_3: 0.7402 (0.7461)  loss_vfl_aux_4: 0.7284 (0.7364)  loss_vfl_aux_5: 0.8232 (0.8428)  loss_vfl_dn_0: 0.4741 (0.4771)  loss_vfl_dn_1: 0.4212 (0.4200)  loss_vfl_dn_2: 0.4025 (0.4022)  loss_vfl_dn_3: 0.4002 (0.3945)  loss_vfl_dn_4: 0.4020 (0.3917)  loss_vfl_dn_5: 0.4017 (0.3911)  time: 0.4503  data: 0.0148  max mem: 5653
Epoch: [13]  [1900/7393]  eta: 0:43:18  lr: 0.000010  loss: 17.8106 (17.8721)  loss_bbox: 0.1602 (0.1762)  loss_bbox_aux_0: 0.1653 (0.1889)  loss_bbox_aux_1: 0.1615 (0.1800)  loss_bbox_aux_2: 0.1559 (0.1776)  loss_bbox_aux_3: 0.1591 (0.1758)  loss_bbox_aux_4: 0.1588 (0.1759)  loss_bbox_aux_5: 0.2140 (0.2328)  loss_bbox_dn_0: 0.2924 (0.3244)  loss_bbox_dn_1: 0.2272 (0.2533)  loss_bbox_dn_2: 0.2118 (0.2328)  loss_bbox_dn_3: 0.2080 (0.2248)  loss_bbox_dn_4: 0.2055 (0.2226)  loss_bbox_dn_5: 0.2056 (0.2225)  loss_giou: 0.4995 (0.5223)  loss_giou_aux_0: 0.5254 (0.5486)  loss_giou_aux_1: 0.4964 (0.5311)  loss_giou_aux_2: 0.4924 (0.5261)  loss_giou_aux_3: 0.4985 (0.5228)  loss_giou_aux_4: 0.4999 (0.5225)  loss_giou_aux_5: 0.5960 (0.6235)  loss_giou_dn_0: 0.6451 (0.6586)  loss_giou_dn_1: 0.5441 (0.5547)  loss_giou_dn_2: 0.5189 (0.5283)  loss_giou_dn_3: 0.5068 (0.5194)  loss_giou_dn_4: 0.5050 (0.5171)  loss_giou_dn_5: 0.5052 (0.5173)  loss_vfl: 0.7214 (0.7335)  loss_vfl_aux_0: 0.8742 (0.8715)  loss_vfl_aux_1: 0.8119 (0.8168)  loss_vfl_aux_2: 0.7626 (0.7682)  loss_vfl_aux_3: 0.7450 (0.7464)  loss_vfl_aux_4: 0.7249 (0.7366)  loss_vfl_aux_5: 0.8360 (0.8423)  loss_vfl_dn_0: 0.4724 (0.4771)  loss_vfl_dn_1: 0.4209 (0.4200)  loss_vfl_dn_2: 0.4056 (0.4022)  loss_vfl_dn_3: 0.3960 (0.3946)  loss_vfl_dn_4: 0.3921 (0.3918)  loss_vfl_dn_5: 0.3916 (0.3911)  time: 0.4715  data: 0.0149  max mem: 5653
Epoch: [13]  [2000/7393]  eta: 0:42:30  lr: 0.000010  loss: 18.1226 (17.8821)  loss_bbox: 0.1510 (0.1765)  loss_bbox_aux_0: 0.1720 (0.1892)  loss_bbox_aux_1: 0.1637 (0.1803)  loss_bbox_aux_2: 0.1643 (0.1780)  loss_bbox_aux_3: 0.1545 (0.1762)  loss_bbox_aux_4: 0.1493 (0.1762)  loss_bbox_aux_5: 0.2216 (0.2331)  loss_bbox_dn_0: 0.2832 (0.3243)  loss_bbox_dn_1: 0.2276 (0.2534)  loss_bbox_dn_2: 0.2069 (0.2328)  loss_bbox_dn_3: 0.1986 (0.2248)  loss_bbox_dn_4: 0.1975 (0.2226)  loss_bbox_dn_5: 0.1973 (0.2226)  loss_giou: 0.5686 (0.5239)  loss_giou_aux_0: 0.5980 (0.5503)  loss_giou_aux_1: 0.5832 (0.5327)  loss_giou_aux_2: 0.5769 (0.5277)  loss_giou_aux_3: 0.5715 (0.5245)  loss_giou_aux_4: 0.5666 (0.5241)  loss_giou_aux_5: 0.6596 (0.6250)  loss_giou_dn_0: 0.7126 (0.6597)  loss_giou_dn_1: 0.6011 (0.5559)  loss_giou_dn_2: 0.5622 (0.5294)  loss_giou_dn_3: 0.5517 (0.5206)  loss_giou_dn_4: 0.5508 (0.5183)  loss_giou_dn_5: 0.5518 (0.5184)  loss_vfl: 0.7102 (0.7322)  loss_vfl_aux_0: 0.8289 (0.8697)  loss_vfl_aux_1: 0.7979 (0.8153)  loss_vfl_aux_2: 0.7489 (0.7667)  loss_vfl_aux_3: 0.7428 (0.7449)  loss_vfl_aux_4: 0.7115 (0.7353)  loss_vfl_aux_5: 0.8054 (0.8406)  loss_vfl_dn_0: 0.4709 (0.4770)  loss_vfl_dn_1: 0.4262 (0.4200)  loss_vfl_dn_2: 0.4112 (0.4023)  loss_vfl_dn_3: 0.4068 (0.3947)  loss_vfl_dn_4: 0.4045 (0.3918)  loss_vfl_dn_5: 0.4025 (0.3912)  time: 0.4647  data: 0.0144  max mem: 5653
Epoch: [13]  [2100/7393]  eta: 0:41:54  lr: 0.000010  loss: 17.9742 (17.8849)  loss_bbox: 0.1592 (0.1763)  loss_bbox_aux_0: 0.1750 (0.1890)  loss_bbox_aux_1: 0.1654 (0.1801)  loss_bbox_aux_2: 0.1650 (0.1779)  loss_bbox_aux_3: 0.1619 (0.1761)  loss_bbox_aux_4: 0.1642 (0.1761)  loss_bbox_aux_5: 0.2211 (0.2329)  loss_bbox_dn_0: 0.2944 (0.3242)  loss_bbox_dn_1: 0.2348 (0.2533)  loss_bbox_dn_2: 0.2152 (0.2328)  loss_bbox_dn_3: 0.2086 (0.2249)  loss_bbox_dn_4: 0.2072 (0.2226)  loss_bbox_dn_5: 0.2070 (0.2226)  loss_giou: 0.5674 (0.5238)  loss_giou_aux_0: 0.5748 (0.5503)  loss_giou_aux_1: 0.5581 (0.5326)  loss_giou_aux_2: 0.5591 (0.5277)  loss_giou_aux_3: 0.5587 (0.5244)  loss_giou_aux_4: 0.5544 (0.5241)  loss_giou_aux_5: 0.6464 (0.6249)  loss_giou_dn_0: 0.6945 (0.6600)  loss_giou_dn_1: 0.5842 (0.5563)  loss_giou_dn_2: 0.5571 (0.5298)  loss_giou_dn_3: 0.5525 (0.5210)  loss_giou_dn_4: 0.5522 (0.5188)  loss_giou_dn_5: 0.5520 (0.5189)  loss_vfl: 0.7312 (0.7328)  loss_vfl_aux_0: 0.8648 (0.8696)  loss_vfl_aux_1: 0.8131 (0.8155)  loss_vfl_aux_2: 0.7640 (0.7670)  loss_vfl_aux_3: 0.7412 (0.7453)  loss_vfl_aux_4: 0.7319 (0.7357)  loss_vfl_aux_5: 0.8354 (0.8409)  loss_vfl_dn_0: 0.4687 (0.4768)  loss_vfl_dn_1: 0.4182 (0.4199)  loss_vfl_dn_2: 0.4023 (0.4023)  loss_vfl_dn_3: 0.3974 (0.3947)  loss_vfl_dn_4: 0.3930 (0.3918)  loss_vfl_dn_5: 0.3943 (0.3912)  time: 0.4642  data: 0.0143  max mem: 5653
Epoch: [13]  [2200/7393]  eta: 0:41:03  lr: 0.000010  loss: 17.8950 (17.8728)  loss_bbox: 0.1828 (0.1760)  loss_bbox_aux_0: 0.1843 (0.1889)  loss_bbox_aux_1: 0.1786 (0.1799)  loss_bbox_aux_2: 0.1844 (0.1777)  loss_bbox_aux_3: 0.1845 (0.1759)  loss_bbox_aux_4: 0.1831 (0.1759)  loss_bbox_aux_5: 0.2302 (0.2327)  loss_bbox_dn_0: 0.2928 (0.3238)  loss_bbox_dn_1: 0.2187 (0.2529)  loss_bbox_dn_2: 0.2033 (0.2324)  loss_bbox_dn_3: 0.1993 (0.2244)  loss_bbox_dn_4: 0.1985 (0.2222)  loss_bbox_dn_5: 0.1985 (0.2222)  loss_giou: 0.5529 (0.5238)  loss_giou_aux_0: 0.5785 (0.5503)  loss_giou_aux_1: 0.5592 (0.5327)  loss_giou_aux_2: 0.5531 (0.5276)  loss_giou_aux_3: 0.5490 (0.5244)  loss_giou_aux_4: 0.5538 (0.5240)  loss_giou_aux_5: 0.6388 (0.6248)  loss_giou_dn_0: 0.6752 (0.6598)  loss_giou_dn_1: 0.5721 (0.5559)  loss_giou_dn_2: 0.5417 (0.5294)  loss_giou_dn_3: 0.5296 (0.5206)  loss_giou_dn_4: 0.5268 (0.5183)  loss_giou_dn_5: 0.5274 (0.5185)  loss_vfl: 0.7150 (0.7322)  loss_vfl_aux_0: 0.8320 (0.8687)  loss_vfl_aux_1: 0.7841 (0.8147)  loss_vfl_aux_2: 0.7388 (0.7663)  loss_vfl_aux_3: 0.7117 (0.7446)  loss_vfl_aux_4: 0.7170 (0.7351)  loss_vfl_aux_5: 0.8308 (0.8404)  loss_vfl_dn_0: 0.4724 (0.4767)  loss_vfl_dn_1: 0.4170 (0.4198)  loss_vfl_dn_2: 0.3971 (0.4021)  loss_vfl_dn_3: 0.3904 (0.3945)  loss_vfl_dn_4: 0.3867 (0.3917)  loss_vfl_dn_5: 0.3860 (0.3910)  time: 0.4535  data: 0.0146  max mem: 5653
Epoch: [13]  [2300/7393]  eta: 0:40:24  lr: 0.000010  loss: 17.3309 (17.8659)  loss_bbox: 0.1630 (0.1759)  loss_bbox_aux_0: 0.1800 (0.1888)  loss_bbox_aux_1: 0.1636 (0.1798)  loss_bbox_aux_2: 0.1634 (0.1775)  loss_bbox_aux_3: 0.1606 (0.1757)  loss_bbox_aux_4: 0.1630 (0.1757)  loss_bbox_aux_5: 0.2260 (0.2326)  loss_bbox_dn_0: 0.2963 (0.3239)  loss_bbox_dn_1: 0.2347 (0.2529)  loss_bbox_dn_2: 0.2141 (0.2323)  loss_bbox_dn_3: 0.2105 (0.2244)  loss_bbox_dn_4: 0.2094 (0.2221)  loss_bbox_dn_5: 0.2090 (0.2221)  loss_giou: 0.4751 (0.5234)  loss_giou_aux_0: 0.4868 (0.5500)  loss_giou_aux_1: 0.4800 (0.5324)  loss_giou_aux_2: 0.4780 (0.5273)  loss_giou_aux_3: 0.4704 (0.5240)  loss_giou_aux_4: 0.4737 (0.5236)  loss_giou_aux_5: 0.5775 (0.6245)  loss_giou_dn_0: 0.6444 (0.6595)  loss_giou_dn_1: 0.5342 (0.5557)  loss_giou_dn_2: 0.5094 (0.5292)  loss_giou_dn_3: 0.4984 (0.5204)  loss_giou_dn_4: 0.4942 (0.5181)  loss_giou_dn_5: 0.4944 (0.5183)  loss_vfl: 0.7354 (0.7320)  loss_vfl_aux_0: 0.8614 (0.8682)  loss_vfl_aux_1: 0.8331 (0.8143)  loss_vfl_aux_2: 0.7700 (0.7661)  loss_vfl_aux_3: 0.7512 (0.7445)  loss_vfl_aux_4: 0.7426 (0.7348)  loss_vfl_aux_5: 0.8351 (0.8405)  loss_vfl_dn_0: 0.4754 (0.4767)  loss_vfl_dn_1: 0.4192 (0.4197)  loss_vfl_dn_2: 0.4025 (0.4020)  loss_vfl_dn_3: 0.3941 (0.3944)  loss_vfl_dn_4: 0.3892 (0.3915)  loss_vfl_dn_5: 0.3899 (0.3909)  time: 0.4643  data: 0.0142  max mem: 5653
Epoch: [13]  [2400/7393]  eta: 0:39:34  lr: 0.000010  loss: 17.8378 (17.8674)  loss_bbox: 0.1683 (0.1757)  loss_bbox_aux_0: 0.1747 (0.1887)  loss_bbox_aux_1: 0.1675 (0.1797)  loss_bbox_aux_2: 0.1616 (0.1773)  loss_bbox_aux_3: 0.1599 (0.1755)  loss_bbox_aux_4: 0.1672 (0.1755)  loss_bbox_aux_5: 0.2259 (0.2323)  loss_bbox_dn_0: 0.2911 (0.3229)  loss_bbox_dn_1: 0.2301 (0.2521)  loss_bbox_dn_2: 0.2168 (0.2316)  loss_bbox_dn_3: 0.2084 (0.2237)  loss_bbox_dn_4: 0.2060 (0.2214)  loss_bbox_dn_5: 0.2060 (0.2214)  loss_giou: 0.5649 (0.5244)  loss_giou_aux_0: 0.6099 (0.5511)  loss_giou_aux_1: 0.5873 (0.5335)  loss_giou_aux_2: 0.5787 (0.5283)  loss_giou_aux_3: 0.5638 (0.5250)  loss_giou_aux_4: 0.5669 (0.5246)  loss_giou_aux_5: 0.6477 (0.6254)  loss_giou_dn_0: 0.6854 (0.6601)  loss_giou_dn_1: 0.5857 (0.5563)  loss_giou_dn_2: 0.5557 (0.5298)  loss_giou_dn_3: 0.5510 (0.5210)  loss_giou_dn_4: 0.5494 (0.5187)  loss_giou_dn_5: 0.5494 (0.5189)  loss_vfl: 0.7147 (0.7318)  loss_vfl_aux_0: 0.8214 (0.8674)  loss_vfl_aux_1: 0.7718 (0.8136)  loss_vfl_aux_2: 0.7467 (0.7656)  loss_vfl_aux_3: 0.7107 (0.7441)  loss_vfl_aux_4: 0.7178 (0.7347)  loss_vfl_aux_5: 0.8162 (0.8401)  loss_vfl_dn_0: 0.4694 (0.4765)  loss_vfl_dn_1: 0.4211 (0.4197)  loss_vfl_dn_2: 0.4068 (0.4020)  loss_vfl_dn_3: 0.3982 (0.3944)  loss_vfl_dn_4: 0.3959 (0.3916)  loss_vfl_dn_5: 0.3947 (0.3909)  time: 0.4583  data: 0.0147  max mem: 5653
Epoch: [13]  [2500/7393]  eta: 0:38:45  lr: 0.000010  loss: 17.9766 (17.8668)  loss_bbox: 0.1789 (0.1759)  loss_bbox_aux_0: 0.1987 (0.1890)  loss_bbox_aux_1: 0.1895 (0.1800)  loss_bbox_aux_2: 0.1824 (0.1776)  loss_bbox_aux_3: 0.1804 (0.1758)  loss_bbox_aux_4: 0.1800 (0.1757)  loss_bbox_aux_5: 0.2494 (0.2329)  loss_bbox_dn_0: 0.3308 (0.3234)  loss_bbox_dn_1: 0.2553 (0.2525)  loss_bbox_dn_2: 0.2345 (0.2320)  loss_bbox_dn_3: 0.2313 (0.2240)  loss_bbox_dn_4: 0.2257 (0.2218)  loss_bbox_dn_5: 0.2256 (0.2217)  loss_giou: 0.5020 (0.5237)  loss_giou_aux_0: 0.5150 (0.5503)  loss_giou_aux_1: 0.5120 (0.5328)  loss_giou_aux_2: 0.5208 (0.5276)  loss_giou_aux_3: 0.5157 (0.5244)  loss_giou_aux_4: 0.5022 (0.5239)  loss_giou_aux_5: 0.5984 (0.6248)  loss_giou_dn_0: 0.6407 (0.6595)  loss_giou_dn_1: 0.5479 (0.5557)  loss_giou_dn_2: 0.5189 (0.5292)  loss_giou_dn_3: 0.5093 (0.5204)  loss_giou_dn_4: 0.5081 (0.5181)  loss_giou_dn_5: 0.5083 (0.5183)  loss_vfl: 0.7258 (0.7324)  loss_vfl_aux_0: 0.8781 (0.8681)  loss_vfl_aux_1: 0.8236 (0.8139)  loss_vfl_aux_2: 0.7301 (0.7660)  loss_vfl_aux_3: 0.7257 (0.7445)  loss_vfl_aux_4: 0.7239 (0.7352)  loss_vfl_aux_5: 0.8397 (0.8406)  loss_vfl_dn_0: 0.4699 (0.4765)  loss_vfl_dn_1: 0.4197 (0.4196)  loss_vfl_dn_2: 0.3992 (0.4020)  loss_vfl_dn_3: 0.3933 (0.3944)  loss_vfl_dn_4: 0.3898 (0.3915)  loss_vfl_dn_5: 0.3897 (0.3909)  time: 0.4744  data: 0.0156  max mem: 5653
Epoch: [13]  [2600/7393]  eta: 0:37:57  lr: 0.000010  loss: 17.6110 (17.8628)  loss_bbox: 0.1667 (0.1758)  loss_bbox_aux_0: 0.1878 (0.1890)  loss_bbox_aux_1: 0.1767 (0.1799)  loss_bbox_aux_2: 0.1659 (0.1775)  loss_bbox_aux_3: 0.1672 (0.1757)  loss_bbox_aux_4: 0.1664 (0.1756)  loss_bbox_aux_5: 0.2304 (0.2328)  loss_bbox_dn_0: 0.3096 (0.3230)  loss_bbox_dn_1: 0.2415 (0.2522)  loss_bbox_dn_2: 0.2271 (0.2317)  loss_bbox_dn_3: 0.2208 (0.2237)  loss_bbox_dn_4: 0.2173 (0.2215)  loss_bbox_dn_5: 0.2183 (0.2214)  loss_giou: 0.5145 (0.5240)  loss_giou_aux_0: 0.5410 (0.5507)  loss_giou_aux_1: 0.5194 (0.5331)  loss_giou_aux_2: 0.5150 (0.5280)  loss_giou_aux_3: 0.5130 (0.5247)  loss_giou_aux_4: 0.5196 (0.5242)  loss_giou_aux_5: 0.6073 (0.6252)  loss_giou_dn_0: 0.6533 (0.6596)  loss_giou_dn_1: 0.5658 (0.5558)  loss_giou_dn_2: 0.5389 (0.5293)  loss_giou_dn_3: 0.5271 (0.5205)  loss_giou_dn_4: 0.5244 (0.5182)  loss_giou_dn_5: 0.5245 (0.5184)  loss_vfl: 0.6974 (0.7319)  loss_vfl_aux_0: 0.8474 (0.8674)  loss_vfl_aux_1: 0.7961 (0.8133)  loss_vfl_aux_2: 0.7308 (0.7653)  loss_vfl_aux_3: 0.7125 (0.7440)  loss_vfl_aux_4: 0.7113 (0.7347)  loss_vfl_aux_5: 0.8186 (0.8400)  loss_vfl_dn_0: 0.4691 (0.4764)  loss_vfl_dn_1: 0.4157 (0.4196)  loss_vfl_dn_2: 0.3979 (0.4020)  loss_vfl_dn_3: 0.3908 (0.3944)  loss_vfl_dn_4: 0.3880 (0.3915)  loss_vfl_dn_5: 0.3865 (0.3909)  time: 0.4578  data: 0.0141  max mem: 5653
Epoch: [13]  [2700/7393]  eta: 0:37:08  lr: 0.000010  loss: 18.0167 (17.8698)  loss_bbox: 0.1957 (0.1760)  loss_bbox_aux_0: 0.2102 (0.1892)  loss_bbox_aux_1: 0.1974 (0.1800)  loss_bbox_aux_2: 0.1941 (0.1777)  loss_bbox_aux_3: 0.1933 (0.1759)  loss_bbox_aux_4: 0.1938 (0.1759)  loss_bbox_aux_5: 0.2549 (0.2330)  loss_bbox_dn_0: 0.3282 (0.3231)  loss_bbox_dn_1: 0.2623 (0.2523)  loss_bbox_dn_2: 0.2379 (0.2318)  loss_bbox_dn_3: 0.2281 (0.2239)  loss_bbox_dn_4: 0.2272 (0.2217)  loss_bbox_dn_5: 0.2268 (0.2216)  loss_giou: 0.4968 (0.5243)  loss_giou_aux_0: 0.5290 (0.5511)  loss_giou_aux_1: 0.4991 (0.5334)  loss_giou_aux_2: 0.4998 (0.5284)  loss_giou_aux_3: 0.4975 (0.5251)  loss_giou_aux_4: 0.4995 (0.5246)  loss_giou_aux_5: 0.6089 (0.6255)  loss_giou_dn_0: 0.6438 (0.6597)  loss_giou_dn_1: 0.5491 (0.5560)  loss_giou_dn_2: 0.5175 (0.5294)  loss_giou_dn_3: 0.5102 (0.5207)  loss_giou_dn_4: 0.5048 (0.5184)  loss_giou_dn_5: 0.5048 (0.5186)  loss_vfl: 0.7528 (0.7320)  loss_vfl_aux_0: 0.8720 (0.8675)  loss_vfl_aux_1: 0.8499 (0.8137)  loss_vfl_aux_2: 0.7944 (0.7654)  loss_vfl_aux_3: 0.7695 (0.7441)  loss_vfl_aux_4: 0.7493 (0.7346)  loss_vfl_aux_5: 0.8494 (0.8404)  loss_vfl_dn_0: 0.4808 (0.4764)  loss_vfl_dn_1: 0.4177 (0.4196)  loss_vfl_dn_2: 0.4040 (0.4020)  loss_vfl_dn_3: 0.3963 (0.3944)  loss_vfl_dn_4: 0.3931 (0.3915)  loss_vfl_dn_5: 0.3936 (0.3909)  time: 0.4736  data: 0.0140  max mem: 5653
Epoch: [13]  [2800/7393]  eta: 0:36:29  lr: 0.000010  loss: 18.0542 (17.8814)  loss_bbox: 0.1682 (0.1762)  loss_bbox_aux_0: 0.1824 (0.1895)  loss_bbox_aux_1: 0.1670 (0.1803)  loss_bbox_aux_2: 0.1674 (0.1779)  loss_bbox_aux_3: 0.1711 (0.1762)  loss_bbox_aux_4: 0.1694 (0.1761)  loss_bbox_aux_5: 0.2243 (0.2333)  loss_bbox_dn_0: 0.3430 (0.3235)  loss_bbox_dn_1: 0.2619 (0.2528)  loss_bbox_dn_2: 0.2383 (0.2323)  loss_bbox_dn_3: 0.2258 (0.2244)  loss_bbox_dn_4: 0.2223 (0.2221)  loss_bbox_dn_5: 0.2222 (0.2221)  loss_giou: 0.4735 (0.5248)  loss_giou_aux_0: 0.5172 (0.5516)  loss_giou_aux_1: 0.4913 (0.5339)  loss_giou_aux_2: 0.4722 (0.5288)  loss_giou_aux_3: 0.4721 (0.5256)  loss_giou_aux_4: 0.4690 (0.5252)  loss_giou_aux_5: 0.6058 (0.6260)  loss_giou_dn_0: 0.6360 (0.6600)  loss_giou_dn_1: 0.5319 (0.5563)  loss_giou_dn_2: 0.4957 (0.5298)  loss_giou_dn_3: 0.4848 (0.5211)  loss_giou_dn_4: 0.4830 (0.5188)  loss_giou_dn_5: 0.4828 (0.5189)  loss_vfl: 0.7428 (0.7321)  loss_vfl_aux_0: 0.8659 (0.8677)  loss_vfl_aux_1: 0.8494 (0.8139)  loss_vfl_aux_2: 0.7978 (0.7657)  loss_vfl_aux_3: 0.7675 (0.7441)  loss_vfl_aux_4: 0.7494 (0.7347)  loss_vfl_aux_5: 0.8643 (0.8404)  loss_vfl_dn_0: 0.4740 (0.4764)  loss_vfl_dn_1: 0.4171 (0.4196)  loss_vfl_dn_2: 0.4024 (0.4021)  loss_vfl_dn_3: 0.3935 (0.3944)  loss_vfl_dn_4: 0.3893 (0.3916)  loss_vfl_dn_5: 0.3875 (0.3910)  time: 0.7764  data: 0.0142  max mem: 5653
Epoch: [13]  [2900/7393]  eta: 0:35:40  lr: 0.000010  loss: 18.1540 (17.8894)  loss_bbox: 0.1733 (0.1764)  loss_bbox_aux_0: 0.1940 (0.1896)  loss_bbox_aux_1: 0.1818 (0.1804)  loss_bbox_aux_2: 0.1792 (0.1781)  loss_bbox_aux_3: 0.1808 (0.1763)  loss_bbox_aux_4: 0.1700 (0.1762)  loss_bbox_aux_5: 0.2266 (0.2334)  loss_bbox_dn_0: 0.3148 (0.3238)  loss_bbox_dn_1: 0.2542 (0.2531)  loss_bbox_dn_2: 0.2288 (0.2325)  loss_bbox_dn_3: 0.2232 (0.2247)  loss_bbox_dn_4: 0.2178 (0.2224)  loss_bbox_dn_5: 0.2179 (0.2224)  loss_giou: 0.5262 (0.5253)  loss_giou_aux_0: 0.5467 (0.5521)  loss_giou_aux_1: 0.5426 (0.5343)  loss_giou_aux_2: 0.5319 (0.5292)  loss_giou_aux_3: 0.5268 (0.5260)  loss_giou_aux_4: 0.5272 (0.5255)  loss_giou_aux_5: 0.6283 (0.6266)  loss_giou_dn_0: 0.6543 (0.6604)  loss_giou_dn_1: 0.5599 (0.5566)  loss_giou_dn_2: 0.5304 (0.5301)  loss_giou_dn_3: 0.5205 (0.5214)  loss_giou_dn_4: 0.5158 (0.5191)  loss_giou_dn_5: 0.5160 (0.5193)  loss_vfl: 0.7300 (0.7322)  loss_vfl_aux_0: 0.8546 (0.8677)  loss_vfl_aux_1: 0.8150 (0.8140)  loss_vfl_aux_2: 0.7736 (0.7659)  loss_vfl_aux_3: 0.7355 (0.7442)  loss_vfl_aux_4: 0.7377 (0.7350)  loss_vfl_aux_5: 0.8249 (0.8403)  loss_vfl_dn_0: 0.4715 (0.4763)  loss_vfl_dn_1: 0.4214 (0.4196)  loss_vfl_dn_2: 0.4015 (0.4020)  loss_vfl_dn_3: 0.3934 (0.3944)  loss_vfl_dn_4: 0.3900 (0.3916)  loss_vfl_dn_5: 0.3892 (0.3909)  time: 0.4538  data: 0.0139  max mem: 5653
Epoch: [13]  [3000/7393]  eta: 0:34:51  lr: 0.000010  loss: 17.5650 (17.8903)  loss_bbox: 0.1725 (0.1764)  loss_bbox_aux_0: 0.1778 (0.1896)  loss_bbox_aux_1: 0.1713 (0.1804)  loss_bbox_aux_2: 0.1733 (0.1781)  loss_bbox_aux_3: 0.1797 (0.1763)  loss_bbox_aux_4: 0.1697 (0.1763)  loss_bbox_aux_5: 0.2299 (0.2334)  loss_bbox_dn_0: 0.3159 (0.3233)  loss_bbox_dn_1: 0.2358 (0.2527)  loss_bbox_dn_2: 0.2150 (0.2322)  loss_bbox_dn_3: 0.2092 (0.2244)  loss_bbox_dn_4: 0.2074 (0.2221)  loss_bbox_dn_5: 0.2069 (0.2221)  loss_giou: 0.5025 (0.5259)  loss_giou_aux_0: 0.5375 (0.5527)  loss_giou_aux_1: 0.5284 (0.5350)  loss_giou_aux_2: 0.5178 (0.5298)  loss_giou_aux_3: 0.5037 (0.5266)  loss_giou_aux_4: 0.5033 (0.5262)  loss_giou_aux_5: 0.5880 (0.6271)  loss_giou_dn_0: 0.6433 (0.6605)  loss_giou_dn_1: 0.5361 (0.5568)  loss_giou_dn_2: 0.5108 (0.5303)  loss_giou_dn_3: 0.5011 (0.5216)  loss_giou_dn_4: 0.4977 (0.5193)  loss_giou_dn_5: 0.4978 (0.5195)  loss_vfl: 0.7052 (0.7318)  loss_vfl_aux_0: 0.8496 (0.8673)  loss_vfl_aux_1: 0.8023 (0.8135)  loss_vfl_aux_2: 0.7662 (0.7656)  loss_vfl_aux_3: 0.7372 (0.7439)  loss_vfl_aux_4: 0.7192 (0.7346)  loss_vfl_aux_5: 0.8183 (0.8397)  loss_vfl_dn_0: 0.4844 (0.4763)  loss_vfl_dn_1: 0.4227 (0.4196)  loss_vfl_dn_2: 0.4089 (0.4021)  loss_vfl_dn_3: 0.4004 (0.3945)  loss_vfl_dn_4: 0.3972 (0.3916)  loss_vfl_dn_5: 0.3971 (0.3910)  time: 0.4663  data: 0.0136  max mem: 5653
Epoch: [13]  [3100/7393]  eta: 0:34:02  lr: 0.000010  loss: 17.3866 (17.8906)  loss_bbox: 0.1628 (0.1765)  loss_bbox_aux_0: 0.1823 (0.1896)  loss_bbox_aux_1: 0.1704 (0.1804)  loss_bbox_aux_2: 0.1611 (0.1781)  loss_bbox_aux_3: 0.1626 (0.1764)  loss_bbox_aux_4: 0.1616 (0.1763)  loss_bbox_aux_5: 0.2212 (0.2333)  loss_bbox_dn_0: 0.3080 (0.3232)  loss_bbox_dn_1: 0.2373 (0.2526)  loss_bbox_dn_2: 0.2098 (0.2321)  loss_bbox_dn_3: 0.2061 (0.2243)  loss_bbox_dn_4: 0.2038 (0.2220)  loss_bbox_dn_5: 0.2038 (0.2220)  loss_giou: 0.4751 (0.5262)  loss_giou_aux_0: 0.4867 (0.5529)  loss_giou_aux_1: 0.4859 (0.5352)  loss_giou_aux_2: 0.4780 (0.5301)  loss_giou_aux_3: 0.4746 (0.5269)  loss_giou_aux_4: 0.4750 (0.5265)  loss_giou_aux_5: 0.5949 (0.6273)  loss_giou_dn_0: 0.6401 (0.6607)  loss_giou_dn_1: 0.5275 (0.5569)  loss_giou_dn_2: 0.5020 (0.5304)  loss_giou_dn_3: 0.4899 (0.5217)  loss_giou_dn_4: 0.4872 (0.5194)  loss_giou_dn_5: 0.4872 (0.5196)  loss_vfl: 0.6933 (0.7317)  loss_vfl_aux_0: 0.8237 (0.8671)  loss_vfl_aux_1: 0.7552 (0.8132)  loss_vfl_aux_2: 0.7256 (0.7654)  loss_vfl_aux_3: 0.7174 (0.7437)  loss_vfl_aux_4: 0.6982 (0.7343)  loss_vfl_aux_5: 0.8002 (0.8395)  loss_vfl_dn_0: 0.4775 (0.4762)  loss_vfl_dn_1: 0.4206 (0.4196)  loss_vfl_dn_2: 0.4032 (0.4021)  loss_vfl_dn_3: 0.3934 (0.3945)  loss_vfl_dn_4: 0.3923 (0.3916)  loss_vfl_dn_5: 0.3932 (0.3910)  time: 0.4651  data: 0.0142  max mem: 5653
Epoch: [13]  [3200/7393]  eta: 0:33:13  lr: 0.000010  loss: 17.9776 (17.8877)  loss_bbox: 0.1862 (0.1766)  loss_bbox_aux_0: 0.1902 (0.1897)  loss_bbox_aux_1: 0.1846 (0.1805)  loss_bbox_aux_2: 0.1953 (0.1783)  loss_bbox_aux_3: 0.1912 (0.1766)  loss_bbox_aux_4: 0.1876 (0.1765)  loss_bbox_aux_5: 0.2308 (0.2335)  loss_bbox_dn_0: 0.3293 (0.3233)  loss_bbox_dn_1: 0.2638 (0.2527)  loss_bbox_dn_2: 0.2316 (0.2322)  loss_bbox_dn_3: 0.2252 (0.2244)  loss_bbox_dn_4: 0.2219 (0.2222)  loss_bbox_dn_5: 0.2218 (0.2221)  loss_giou: 0.4932 (0.5257)  loss_giou_aux_0: 0.5245 (0.5524)  loss_giou_aux_1: 0.5197 (0.5348)  loss_giou_aux_2: 0.5009 (0.5297)  loss_giou_aux_3: 0.4917 (0.5265)  loss_giou_aux_4: 0.4935 (0.5260)  loss_giou_aux_5: 0.5810 (0.6268)  loss_giou_dn_0: 0.6451 (0.6602)  loss_giou_dn_1: 0.5470 (0.5566)  loss_giou_dn_2: 0.5124 (0.5301)  loss_giou_dn_3: 0.5050 (0.5214)  loss_giou_dn_4: 0.5010 (0.5191)  loss_giou_dn_5: 0.5005 (0.5192)  loss_vfl: 0.7321 (0.7320)  loss_vfl_aux_0: 0.8564 (0.8673)  loss_vfl_aux_1: 0.7994 (0.8133)  loss_vfl_aux_2: 0.7627 (0.7654)  loss_vfl_aux_3: 0.7406 (0.7438)  loss_vfl_aux_4: 0.7313 (0.7345)  loss_vfl_aux_5: 0.8253 (0.8396)  loss_vfl_dn_0: 0.4710 (0.4762)  loss_vfl_dn_1: 0.4144 (0.4196)  loss_vfl_dn_2: 0.3973 (0.4020)  loss_vfl_dn_3: 0.3922 (0.3944)  loss_vfl_dn_4: 0.3866 (0.3915)  loss_vfl_dn_5: 0.3902 (0.3909)  time: 0.4750  data: 0.0147  max mem: 5653
Epoch: [13]  [3300/7393]  eta: 0:32:26  lr: 0.000010  loss: 17.8205 (17.8833)  loss_bbox: 0.1807 (0.1766)  loss_bbox_aux_0: 0.1881 (0.1899)  loss_bbox_aux_1: 0.1980 (0.1806)  loss_bbox_aux_2: 0.1895 (0.1783)  loss_bbox_aux_3: 0.1844 (0.1767)  loss_bbox_aux_4: 0.1849 (0.1765)  loss_bbox_aux_5: 0.2288 (0.2336)  loss_bbox_dn_0: 0.3260 (0.3237)  loss_bbox_dn_1: 0.2335 (0.2531)  loss_bbox_dn_2: 0.2177 (0.2326)  loss_bbox_dn_3: 0.2100 (0.2248)  loss_bbox_dn_4: 0.2102 (0.2225)  loss_bbox_dn_5: 0.2102 (0.2225)  loss_giou: 0.4324 (0.5251)  loss_giou_aux_0: 0.4695 (0.5518)  loss_giou_aux_1: 0.4537 (0.5341)  loss_giou_aux_2: 0.4575 (0.5291)  loss_giou_aux_3: 0.4384 (0.5259)  loss_giou_aux_4: 0.4368 (0.5254)  loss_giou_aux_5: 0.5656 (0.6262)  loss_giou_dn_0: 0.6571 (0.6598)  loss_giou_dn_1: 0.5464 (0.5562)  loss_giou_dn_2: 0.5122 (0.5297)  loss_giou_dn_3: 0.5025 (0.5210)  loss_giou_dn_4: 0.5012 (0.5187)  loss_giou_dn_5: 0.5015 (0.5188)  loss_vfl: 0.7474 (0.7319)  loss_vfl_aux_0: 0.8461 (0.8672)  loss_vfl_aux_1: 0.7918 (0.8131)  loss_vfl_aux_2: 0.7558 (0.7652)  loss_vfl_aux_3: 0.7681 (0.7437)  loss_vfl_aux_4: 0.7603 (0.7344)  loss_vfl_aux_5: 0.8475 (0.8398)  loss_vfl_dn_0: 0.4751 (0.4762)  loss_vfl_dn_1: 0.4197 (0.4195)  loss_vfl_dn_2: 0.4022 (0.4020)  loss_vfl_dn_3: 0.3902 (0.3944)  loss_vfl_dn_4: 0.3865 (0.3915)  loss_vfl_dn_5: 0.3877 (0.3909)  time: 0.4648  data: 0.0140  max mem: 5653
Epoch: [13]  [3400/7393]  eta: 0:31:39  lr: 0.000010  loss: 18.0199 (17.8871)  loss_bbox: 0.1672 (0.1768)  loss_bbox_aux_0: 0.1857 (0.1900)  loss_bbox_aux_1: 0.1751 (0.1807)  loss_bbox_aux_2: 0.1687 (0.1785)  loss_bbox_aux_3: 0.1654 (0.1768)  loss_bbox_aux_4: 0.1658 (0.1767)  loss_bbox_aux_5: 0.2233 (0.2337)  loss_bbox_dn_0: 0.3158 (0.3241)  loss_bbox_dn_1: 0.2516 (0.2534)  loss_bbox_dn_2: 0.2440 (0.2329)  loss_bbox_dn_3: 0.2340 (0.2251)  loss_bbox_dn_4: 0.2304 (0.2229)  loss_bbox_dn_5: 0.2307 (0.2228)  loss_giou: 0.5201 (0.5251)  loss_giou_aux_0: 0.5580 (0.5518)  loss_giou_aux_1: 0.5292 (0.5342)  loss_giou_aux_2: 0.5259 (0.5291)  loss_giou_aux_3: 0.5181 (0.5259)  loss_giou_aux_4: 0.5155 (0.5254)  loss_giou_aux_5: 0.6219 (0.6262)  loss_giou_dn_0: 0.6660 (0.6596)  loss_giou_dn_1: 0.5639 (0.5560)  loss_giou_dn_2: 0.5392 (0.5295)  loss_giou_dn_3: 0.5329 (0.5208)  loss_giou_dn_4: 0.5311 (0.5185)  loss_giou_dn_5: 0.5314 (0.5186)  loss_vfl: 0.7618 (0.7321)  loss_vfl_aux_0: 0.9104 (0.8677)  loss_vfl_aux_1: 0.8485 (0.8134)  loss_vfl_aux_2: 0.8132 (0.7654)  loss_vfl_aux_3: 0.7648 (0.7439)  loss_vfl_aux_4: 0.7576 (0.7347)  loss_vfl_aux_5: 0.8696 (0.8403)  loss_vfl_dn_0: 0.4828 (0.4763)  loss_vfl_dn_1: 0.4227 (0.4196)  loss_vfl_dn_2: 0.4115 (0.4020)  loss_vfl_dn_3: 0.4047 (0.3944)  loss_vfl_dn_4: 0.4024 (0.3915)  loss_vfl_dn_5: 0.4022 (0.3909)  time: 0.4788  data: 0.0139  max mem: 5653
Epoch: [13]  [3500/7393]  eta: 0:30:51  lr: 0.000010  loss: 17.6055 (17.8853)  loss_bbox: 0.1462 (0.1766)  loss_bbox_aux_0: 0.1735 (0.1898)  loss_bbox_aux_1: 0.1559 (0.1805)  loss_bbox_aux_2: 0.1492 (0.1783)  loss_bbox_aux_3: 0.1507 (0.1766)  loss_bbox_aux_4: 0.1464 (0.1765)  loss_bbox_aux_5: 0.2259 (0.2335)  loss_bbox_dn_0: 0.3097 (0.3236)  loss_bbox_dn_1: 0.2293 (0.2531)  loss_bbox_dn_2: 0.2055 (0.2326)  loss_bbox_dn_3: 0.1981 (0.2248)  loss_bbox_dn_4: 0.1970 (0.2225)  loss_bbox_dn_5: 0.1972 (0.2225)  loss_giou: 0.5001 (0.5251)  loss_giou_aux_0: 0.5367 (0.5518)  loss_giou_aux_1: 0.5232 (0.5341)  loss_giou_aux_2: 0.5062 (0.5292)  loss_giou_aux_3: 0.5016 (0.5258)  loss_giou_aux_4: 0.4994 (0.5254)  loss_giou_aux_5: 0.6083 (0.6263)  loss_giou_dn_0: 0.6564 (0.6595)  loss_giou_dn_1: 0.5575 (0.5559)  loss_giou_dn_2: 0.5341 (0.5294)  loss_giou_dn_3: 0.5275 (0.5207)  loss_giou_dn_4: 0.5232 (0.5184)  loss_giou_dn_5: 0.5234 (0.5185)  loss_vfl: 0.7691 (0.7324)  loss_vfl_aux_0: 0.8353 (0.8680)  loss_vfl_aux_1: 0.8159 (0.8137)  loss_vfl_aux_2: 0.7947 (0.7657)  loss_vfl_aux_3: 0.7811 (0.7442)  loss_vfl_aux_4: 0.7784 (0.7350)  loss_vfl_aux_5: 0.8358 (0.8404)  loss_vfl_dn_0: 0.4702 (0.4763)  loss_vfl_dn_1: 0.4226 (0.4196)  loss_vfl_dn_2: 0.4016 (0.4021)  loss_vfl_dn_3: 0.3931 (0.3945)  loss_vfl_dn_4: 0.3906 (0.3916)  loss_vfl_dn_5: 0.3874 (0.3910)  time: 0.4642  data: 0.0146  max mem: 5653
Epoch: [13]  [3600/7393]  eta: 0:30:10  lr: 0.000010  loss: 17.7725 (17.8840)  loss_bbox: 0.1682 (0.1765)  loss_bbox_aux_0: 0.1858 (0.1898)  loss_bbox_aux_1: 0.1613 (0.1804)  loss_bbox_aux_2: 0.1687 (0.1782)  loss_bbox_aux_3: 0.1671 (0.1765)  loss_bbox_aux_4: 0.1743 (0.1764)  loss_bbox_aux_5: 0.2307 (0.2333)  loss_bbox_dn_0: 0.2915 (0.3234)  loss_bbox_dn_1: 0.2236 (0.2529)  loss_bbox_dn_2: 0.2085 (0.2324)  loss_bbox_dn_3: 0.1984 (0.2246)  loss_bbox_dn_4: 0.1931 (0.2224)  loss_bbox_dn_5: 0.1929 (0.2223)  loss_giou: 0.5176 (0.5251)  loss_giou_aux_0: 0.5247 (0.5518)  loss_giou_aux_1: 0.5210 (0.5341)  loss_giou_aux_2: 0.5157 (0.5291)  loss_giou_aux_3: 0.5178 (0.5259)  loss_giou_aux_4: 0.5180 (0.5254)  loss_giou_aux_5: 0.6223 (0.6262)  loss_giou_dn_0: 0.6373 (0.6595)  loss_giou_dn_1: 0.5433 (0.5559)  loss_giou_dn_2: 0.5213 (0.5293)  loss_giou_dn_3: 0.5144 (0.5206)  loss_giou_dn_4: 0.5122 (0.5184)  loss_giou_dn_5: 0.5139 (0.5185)  loss_vfl: 0.7383 (0.7325)  loss_vfl_aux_0: 0.8744 (0.8680)  loss_vfl_aux_1: 0.8368 (0.8139)  loss_vfl_aux_2: 0.7934 (0.7659)  loss_vfl_aux_3: 0.7570 (0.7444)  loss_vfl_aux_4: 0.7459 (0.7351)  loss_vfl_aux_5: 0.8607 (0.8405)  loss_vfl_dn_0: 0.4834 (0.4763)  loss_vfl_dn_1: 0.4161 (0.4196)  loss_vfl_dn_2: 0.3994 (0.4020)  loss_vfl_dn_3: 0.3922 (0.3944)  loss_vfl_dn_4: 0.3900 (0.3916)  loss_vfl_dn_5: 0.3875 (0.3909)  time: 0.4754  data: 0.0137  max mem: 5653
Epoch: [13]  [3700/7393]  eta: 0:29:21  lr: 0.000010  loss: 17.4422 (17.8776)  loss_bbox: 0.1781 (0.1765)  loss_bbox_aux_0: 0.1910 (0.1899)  loss_bbox_aux_1: 0.1842 (0.1805)  loss_bbox_aux_2: 0.1825 (0.1783)  loss_bbox_aux_3: 0.1741 (0.1766)  loss_bbox_aux_4: 0.1790 (0.1765)  loss_bbox_aux_5: 0.2359 (0.2335)  loss_bbox_dn_0: 0.3185 (0.3234)  loss_bbox_dn_1: 0.2476 (0.2529)  loss_bbox_dn_2: 0.2272 (0.2325)  loss_bbox_dn_3: 0.2188 (0.2246)  loss_bbox_dn_4: 0.2176 (0.2224)  loss_bbox_dn_5: 0.2173 (0.2224)  loss_giou: 0.4500 (0.5245)  loss_giou_aux_0: 0.4873 (0.5512)  loss_giou_aux_1: 0.4732 (0.5335)  loss_giou_aux_2: 0.4549 (0.5285)  loss_giou_aux_3: 0.4494 (0.5253)  loss_giou_aux_4: 0.4525 (0.5248)  loss_giou_aux_5: 0.5555 (0.6256)  loss_giou_dn_0: 0.6302 (0.6590)  loss_giou_dn_1: 0.5221 (0.5554)  loss_giou_dn_2: 0.4883 (0.5289)  loss_giou_dn_3: 0.4716 (0.5201)  loss_giou_dn_4: 0.4677 (0.5179)  loss_giou_dn_5: 0.4679 (0.5180)  loss_vfl: 0.7323 (0.7325)  loss_vfl_aux_0: 0.8909 (0.8680)  loss_vfl_aux_1: 0.8407 (0.8139)  loss_vfl_aux_2: 0.7732 (0.7659)  loss_vfl_aux_3: 0.7352 (0.7444)  loss_vfl_aux_4: 0.7323 (0.7352)  loss_vfl_aux_5: 0.8389 (0.8406)  loss_vfl_dn_0: 0.4764 (0.4764)  loss_vfl_dn_1: 0.4123 (0.4195)  loss_vfl_dn_2: 0.3942 (0.4020)  loss_vfl_dn_3: 0.3882 (0.3944)  loss_vfl_dn_4: 0.3829 (0.3915)  loss_vfl_dn_5: 0.3820 (0.3909)  time: 0.4686  data: 0.0143  max mem: 5653
Epoch: [13]  [3800/7393]  eta: 0:28:33  lr: 0.000010  loss: 18.1062 (17.8860)  loss_bbox: 0.1688 (0.1766)  loss_bbox_aux_0: 0.1896 (0.1900)  loss_bbox_aux_1: 0.1748 (0.1806)  loss_bbox_aux_2: 0.1703 (0.1784)  loss_bbox_aux_3: 0.1624 (0.1767)  loss_bbox_aux_4: 0.1690 (0.1765)  loss_bbox_aux_5: 0.2252 (0.2335)  loss_bbox_dn_0: 0.3148 (0.3234)  loss_bbox_dn_1: 0.2407 (0.2529)  loss_bbox_dn_2: 0.2265 (0.2325)  loss_bbox_dn_3: 0.2225 (0.2247)  loss_bbox_dn_4: 0.2233 (0.2225)  loss_bbox_dn_5: 0.2234 (0.2225)  loss_giou: 0.5149 (0.5248)  loss_giou_aux_0: 0.5585 (0.5517)  loss_giou_aux_1: 0.5366 (0.5340)  loss_giou_aux_2: 0.5355 (0.5290)  loss_giou_aux_3: 0.5254 (0.5256)  loss_giou_aux_4: 0.5263 (0.5251)  loss_giou_aux_5: 0.6053 (0.6260)  loss_giou_dn_0: 0.6779 (0.6593)  loss_giou_dn_1: 0.5625 (0.5557)  loss_giou_dn_2: 0.5448 (0.5292)  loss_giou_dn_3: 0.5440 (0.5205)  loss_giou_dn_4: 0.5435 (0.5182)  loss_giou_dn_5: 0.5441 (0.5184)  loss_vfl: 0.7714 (0.7330)  loss_vfl_aux_0: 0.9037 (0.8681)  loss_vfl_aux_1: 0.8312 (0.8140)  loss_vfl_aux_2: 0.7774 (0.7661)  loss_vfl_aux_3: 0.7757 (0.7448)  loss_vfl_aux_4: 0.7776 (0.7356)  loss_vfl_aux_5: 0.8715 (0.8407)  loss_vfl_dn_0: 0.4740 (0.4763)  loss_vfl_dn_1: 0.4251 (0.4196)  loss_vfl_dn_2: 0.4026 (0.4021)  loss_vfl_dn_3: 0.3944 (0.3945)  loss_vfl_dn_4: 0.3907 (0.3916)  loss_vfl_dn_5: 0.3901 (0.3910)  time: 0.4748  data: 0.0151  max mem: 5653
Epoch: [13]  [3900/7393]  eta: 0:27:45  lr: 0.000010  loss: 17.9239 (17.8880)  loss_bbox: 0.1644 (0.1766)  loss_bbox_aux_0: 0.1750 (0.1901)  loss_bbox_aux_1: 0.1739 (0.1807)  loss_bbox_aux_2: 0.1669 (0.1784)  loss_bbox_aux_3: 0.1612 (0.1767)  loss_bbox_aux_4: 0.1617 (0.1765)  loss_bbox_aux_5: 0.2241 (0.2336)  loss_bbox_dn_0: 0.3265 (0.3233)  loss_bbox_dn_1: 0.2386 (0.2528)  loss_bbox_dn_2: 0.2253 (0.2324)  loss_bbox_dn_3: 0.2238 (0.2246)  loss_bbox_dn_4: 0.2227 (0.2223)  loss_bbox_dn_5: 0.2223 (0.2223)  loss_giou: 0.5468 (0.5252)  loss_giou_aux_0: 0.5714 (0.5520)  loss_giou_aux_1: 0.5613 (0.5344)  loss_giou_aux_2: 0.5493 (0.5294)  loss_giou_aux_3: 0.5505 (0.5261)  loss_giou_aux_4: 0.5500 (0.5255)  loss_giou_aux_5: 0.6428 (0.6264)  loss_giou_dn_0: 0.6658 (0.6595)  loss_giou_dn_1: 0.5606 (0.5559)  loss_giou_dn_2: 0.5352 (0.5294)  loss_giou_dn_3: 0.5268 (0.5207)  loss_giou_dn_4: 0.5257 (0.5184)  loss_giou_dn_5: 0.5258 (0.5186)  loss_vfl: 0.7018 (0.7329)  loss_vfl_aux_0: 0.8395 (0.8680)  loss_vfl_aux_1: 0.7649 (0.8136)  loss_vfl_aux_2: 0.7224 (0.7660)  loss_vfl_aux_3: 0.7113 (0.7445)  loss_vfl_aux_4: 0.7006 (0.7355)  loss_vfl_aux_5: 0.8247 (0.8406)  loss_vfl_dn_0: 0.4703 (0.4763)  loss_vfl_dn_1: 0.4144 (0.4196)  loss_vfl_dn_2: 0.4008 (0.4022)  loss_vfl_dn_3: 0.3950 (0.3945)  loss_vfl_dn_4: 0.3909 (0.3917)  loss_vfl_dn_5: 0.3910 (0.3910)  time: 0.4705  data: 0.0147  max mem: 5653
Epoch: [13]  [4000/7393]  eta: 0:26:56  lr: 0.000010  loss: 17.6411 (17.8914)  loss_bbox: 0.1718 (0.1764)  loss_bbox_aux_0: 0.1830 (0.1899)  loss_bbox_aux_1: 0.1659 (0.1805)  loss_bbox_aux_2: 0.1629 (0.1782)  loss_bbox_aux_3: 0.1686 (0.1765)  loss_bbox_aux_4: 0.1727 (0.1763)  loss_bbox_aux_5: 0.2238 (0.2333)  loss_bbox_dn_0: 0.3079 (0.3228)  loss_bbox_dn_1: 0.2345 (0.2524)  loss_bbox_dn_2: 0.2109 (0.2321)  loss_bbox_dn_3: 0.2068 (0.2243)  loss_bbox_dn_4: 0.2080 (0.2221)  loss_bbox_dn_5: 0.2082 (0.2220)  loss_giou: 0.5162 (0.5258)  loss_giou_aux_0: 0.5434 (0.5527)  loss_giou_aux_1: 0.5125 (0.5350)  loss_giou_aux_2: 0.5129 (0.5301)  loss_giou_aux_3: 0.5144 (0.5268)  loss_giou_aux_4: 0.5146 (0.5262)  loss_giou_aux_5: 0.6373 (0.6270)  loss_giou_dn_0: 0.6643 (0.6599)  loss_giou_dn_1: 0.5742 (0.5564)  loss_giou_dn_2: 0.5377 (0.5299)  loss_giou_dn_3: 0.5277 (0.5212)  loss_giou_dn_4: 0.5249 (0.5190)  loss_giou_dn_5: 0.5248 (0.5191)  loss_vfl: 0.7444 (0.7329)  loss_vfl_aux_0: 0.8597 (0.8678)  loss_vfl_aux_1: 0.8232 (0.8135)  loss_vfl_aux_2: 0.8028 (0.7659)  loss_vfl_aux_3: 0.7499 (0.7445)  loss_vfl_aux_4: 0.7538 (0.7354)  loss_vfl_aux_5: 0.8347 (0.8403)  loss_vfl_dn_0: 0.4746 (0.4762)  loss_vfl_dn_1: 0.4124 (0.4196)  loss_vfl_dn_2: 0.4022 (0.4022)  loss_vfl_dn_3: 0.3949 (0.3946)  loss_vfl_dn_4: 0.3911 (0.3917)  loss_vfl_dn_5: 0.3906 (0.3911)  time: 0.4709  data: 0.0138  max mem: 5653
Epoch: [13]  [4100/7393]  eta: 0:26:09  lr: 0.000010  loss: 18.0548 (17.8921)  loss_bbox: 0.1895 (0.1764)  loss_bbox_aux_0: 0.1996 (0.1900)  loss_bbox_aux_1: 0.1901 (0.1805)  loss_bbox_aux_2: 0.1876 (0.1783)  loss_bbox_aux_3: 0.1890 (0.1766)  loss_bbox_aux_4: 0.1895 (0.1764)  loss_bbox_aux_5: 0.2326 (0.2334)  loss_bbox_dn_0: 0.3268 (0.3230)  loss_bbox_dn_1: 0.2637 (0.2526)  loss_bbox_dn_2: 0.2463 (0.2322)  loss_bbox_dn_3: 0.2372 (0.2245)  loss_bbox_dn_4: 0.2373 (0.2222)  loss_bbox_dn_5: 0.2372 (0.2222)  loss_giou: 0.5154 (0.5258)  loss_giou_aux_0: 0.5509 (0.5526)  loss_giou_aux_1: 0.5256 (0.5349)  loss_giou_aux_2: 0.5128 (0.5300)  loss_giou_aux_3: 0.5081 (0.5267)  loss_giou_aux_4: 0.5140 (0.5262)  loss_giou_aux_5: 0.6330 (0.6269)  loss_giou_dn_0: 0.6584 (0.6599)  loss_giou_dn_1: 0.5528 (0.5564)  loss_giou_dn_2: 0.5351 (0.5299)  loss_giou_dn_3: 0.5287 (0.5213)  loss_giou_dn_4: 0.5273 (0.5190)  loss_giou_dn_5: 0.5270 (0.5192)  loss_vfl: 0.6930 (0.7327)  loss_vfl_aux_0: 0.8546 (0.8677)  loss_vfl_aux_1: 0.7978 (0.8134)  loss_vfl_aux_2: 0.7328 (0.7659)  loss_vfl_aux_3: 0.7349 (0.7444)  loss_vfl_aux_4: 0.7027 (0.7353)  loss_vfl_aux_5: 0.8261 (0.8400)  loss_vfl_dn_0: 0.4789 (0.4763)  loss_vfl_dn_1: 0.4243 (0.4197)  loss_vfl_dn_2: 0.4067 (0.4022)  loss_vfl_dn_3: 0.3970 (0.3946)  loss_vfl_dn_4: 0.3921 (0.3918)  loss_vfl_dn_5: 0.3921 (0.3911)  time: 0.4745  data: 0.0143  max mem: 5653
Epoch: [13]  [4200/7393]  eta: 0:25:20  lr: 0.000010  loss: 17.2908 (17.8924)  loss_bbox: 0.1739 (0.1765)  loss_bbox_aux_0: 0.1804 (0.1900)  loss_bbox_aux_1: 0.1775 (0.1805)  loss_bbox_aux_2: 0.1746 (0.1783)  loss_bbox_aux_3: 0.1767 (0.1766)  loss_bbox_aux_4: 0.1747 (0.1764)  loss_bbox_aux_5: 0.2197 (0.2333)  loss_bbox_dn_0: 0.2914 (0.3229)  loss_bbox_dn_1: 0.2340 (0.2526)  loss_bbox_dn_2: 0.2170 (0.2322)  loss_bbox_dn_3: 0.2118 (0.2245)  loss_bbox_dn_4: 0.2128 (0.2222)  loss_bbox_dn_5: 0.2127 (0.2222)  loss_giou: 0.5157 (0.5259)  loss_giou_aux_0: 0.5443 (0.5527)  loss_giou_aux_1: 0.5174 (0.5350)  loss_giou_aux_2: 0.5018 (0.5301)  loss_giou_aux_3: 0.5146 (0.5269)  loss_giou_aux_4: 0.5143 (0.5262)  loss_giou_aux_5: 0.6125 (0.6269)  loss_giou_dn_0: 0.6530 (0.6599)  loss_giou_dn_1: 0.5558 (0.5565)  loss_giou_dn_2: 0.5251 (0.5300)  loss_giou_dn_3: 0.5142 (0.5214)  loss_giou_dn_4: 0.5121 (0.5191)  loss_giou_dn_5: 0.5121 (0.5193)  loss_vfl: 0.7081 (0.7326)  loss_vfl_aux_0: 0.8205 (0.8674)  loss_vfl_aux_1: 0.7812 (0.8132)  loss_vfl_aux_2: 0.7418 (0.7659)  loss_vfl_aux_3: 0.7281 (0.7443)  loss_vfl_aux_4: 0.7242 (0.7353)  loss_vfl_aux_5: 0.8080 (0.8399)  loss_vfl_dn_0: 0.4709 (0.4763)  loss_vfl_dn_1: 0.4138 (0.4197)  loss_vfl_dn_2: 0.4011 (0.4022)  loss_vfl_dn_3: 0.3921 (0.3946)  loss_vfl_dn_4: 0.3888 (0.3918)  loss_vfl_dn_5: 0.3877 (0.3911)  time: 0.4802  data: 0.0145  max mem: 5653
Epoch: [13]  [4300/7393]  eta: 0:24:32  lr: 0.000010  loss: 17.9397 (17.8954)  loss_bbox: 0.1753 (0.1764)  loss_bbox_aux_0: 0.1882 (0.1899)  loss_bbox_aux_1: 0.1785 (0.1804)  loss_bbox_aux_2: 0.1739 (0.1782)  loss_bbox_aux_3: 0.1730 (0.1765)  loss_bbox_aux_4: 0.1766 (0.1763)  loss_bbox_aux_5: 0.2366 (0.2332)  loss_bbox_dn_0: 0.3039 (0.3228)  loss_bbox_dn_1: 0.2377 (0.2525)  loss_bbox_dn_2: 0.2283 (0.2322)  loss_bbox_dn_3: 0.2223 (0.2245)  loss_bbox_dn_4: 0.2213 (0.2222)  loss_bbox_dn_5: 0.2209 (0.2222)  loss_giou: 0.5362 (0.5263)  loss_giou_aux_0: 0.5504 (0.5530)  loss_giou_aux_1: 0.5289 (0.5354)  loss_giou_aux_2: 0.5336 (0.5304)  loss_giou_aux_3: 0.5298 (0.5272)  loss_giou_aux_4: 0.5366 (0.5266)  loss_giou_aux_5: 0.6112 (0.6273)  loss_giou_dn_0: 0.6632 (0.6602)  loss_giou_dn_1: 0.5382 (0.5567)  loss_giou_dn_2: 0.5155 (0.5303)  loss_giou_dn_3: 0.5085 (0.5216)  loss_giou_dn_4: 0.5065 (0.5194)  loss_giou_dn_5: 0.5063 (0.5195)  loss_vfl: 0.7104 (0.7327)  loss_vfl_aux_0: 0.8897 (0.8673)  loss_vfl_aux_1: 0.8121 (0.8133)  loss_vfl_aux_2: 0.7563 (0.7660)  loss_vfl_aux_3: 0.7188 (0.7443)  loss_vfl_aux_4: 0.7205 (0.7352)  loss_vfl_aux_5: 0.8515 (0.8396)  loss_vfl_dn_0: 0.4747 (0.4763)  loss_vfl_dn_1: 0.4167 (0.4197)  loss_vfl_dn_2: 0.3996 (0.4023)  loss_vfl_dn_3: 0.3960 (0.3946)  loss_vfl_dn_4: 0.3917 (0.3918)  loss_vfl_dn_5: 0.3925 (0.3912)  time: 0.4740  data: 0.0137  max mem: 5653
Epoch: [13]  [4400/7393]  eta: 0:23:44  lr: 0.000010  loss: 17.6504 (17.8950)  loss_bbox: 0.1868 (0.1765)  loss_bbox_aux_0: 0.1918 (0.1900)  loss_bbox_aux_1: 0.1903 (0.1805)  loss_bbox_aux_2: 0.1879 (0.1783)  loss_bbox_aux_3: 0.1839 (0.1766)  loss_bbox_aux_4: 0.1856 (0.1764)  loss_bbox_aux_5: 0.2449 (0.2333)  loss_bbox_dn_0: 0.3271 (0.3230)  loss_bbox_dn_1: 0.2525 (0.2527)  loss_bbox_dn_2: 0.2361 (0.2324)  loss_bbox_dn_3: 0.2241 (0.2247)  loss_bbox_dn_4: 0.2211 (0.2224)  loss_bbox_dn_5: 0.2216 (0.2224)  loss_giou: 0.4773 (0.5260)  loss_giou_aux_0: 0.4902 (0.5527)  loss_giou_aux_1: 0.4838 (0.5351)  loss_giou_aux_2: 0.4745 (0.5301)  loss_giou_aux_3: 0.4723 (0.5269)  loss_giou_aux_4: 0.4715 (0.5263)  loss_giou_aux_5: 0.5871 (0.6271)  loss_giou_dn_0: 0.6417 (0.6601)  loss_giou_dn_1: 0.5280 (0.5566)  loss_giou_dn_2: 0.4982 (0.5302)  loss_giou_dn_3: 0.4929 (0.5215)  loss_giou_dn_4: 0.4920 (0.5193)  loss_giou_dn_5: 0.4920 (0.5194)  loss_vfl: 0.7633 (0.7327)  loss_vfl_aux_0: 0.8904 (0.8674)  loss_vfl_aux_1: 0.8398 (0.8134)  loss_vfl_aux_2: 0.7806 (0.7662)  loss_vfl_aux_3: 0.7710 (0.7444)  loss_vfl_aux_4: 0.7592 (0.7353)  loss_vfl_aux_5: 0.8486 (0.8396)  loss_vfl_dn_0: 0.4795 (0.4763)  loss_vfl_dn_1: 0.4246 (0.4197)  loss_vfl_dn_2: 0.4034 (0.4022)  loss_vfl_dn_3: 0.3947 (0.3946)  loss_vfl_dn_4: 0.3896 (0.3917)  loss_vfl_dn_5: 0.3890 (0.3911)  time: 0.4762  data: 0.0136  max mem: 5653
Epoch: [13]  [4500/7393]  eta: 0:22:56  lr: 0.000010  loss: 17.6053 (17.8966)  loss_bbox: 0.1752 (0.1764)  loss_bbox_aux_0: 0.1910 (0.1899)  loss_bbox_aux_1: 0.1802 (0.1804)  loss_bbox_aux_2: 0.1779 (0.1782)  loss_bbox_aux_3: 0.1744 (0.1765)  loss_bbox_aux_4: 0.1753 (0.1763)  loss_bbox_aux_5: 0.2362 (0.2333)  loss_bbox_dn_0: 0.3476 (0.3231)  loss_bbox_dn_1: 0.2856 (0.2528)  loss_bbox_dn_2: 0.2594 (0.2324)  loss_bbox_dn_3: 0.2449 (0.2247)  loss_bbox_dn_4: 0.2407 (0.2224)  loss_bbox_dn_5: 0.2403 (0.2224)  loss_giou: 0.5063 (0.5260)  loss_giou_aux_0: 0.5355 (0.5528)  loss_giou_aux_1: 0.5198 (0.5352)  loss_giou_aux_2: 0.5141 (0.5301)  loss_giou_aux_3: 0.5062 (0.5269)  loss_giou_aux_4: 0.5061 (0.5264)  loss_giou_aux_5: 0.5987 (0.6271)  loss_giou_dn_0: 0.6345 (0.6602)  loss_giou_dn_1: 0.5490 (0.5567)  loss_giou_dn_2: 0.5204 (0.5303)  loss_giou_dn_3: 0.5092 (0.5216)  loss_giou_dn_4: 0.5037 (0.5194)  loss_giou_dn_5: 0.5037 (0.5195)  loss_vfl: 0.7171 (0.7329)  loss_vfl_aux_0: 0.8196 (0.8675)  loss_vfl_aux_1: 0.7960 (0.8135)  loss_vfl_aux_2: 0.7420 (0.7663)  loss_vfl_aux_3: 0.7355 (0.7446)  loss_vfl_aux_4: 0.7297 (0.7355)  loss_vfl_aux_5: 0.8132 (0.8398)  loss_vfl_dn_0: 0.4672 (0.4763)  loss_vfl_dn_1: 0.4084 (0.4196)  loss_vfl_dn_2: 0.3931 (0.4022)  loss_vfl_dn_3: 0.3856 (0.3945)  loss_vfl_dn_4: 0.3820 (0.3917)  loss_vfl_dn_5: 0.3816 (0.3911)  time: 0.4692  data: 0.0144  max mem: 5653
Epoch: [13]  [4600/7393]  eta: 0:22:09  lr: 0.000010  loss: 16.9966 (17.8975)  loss_bbox: 0.1744 (0.1765)  loss_bbox_aux_0: 0.1902 (0.1901)  loss_bbox_aux_1: 0.1844 (0.1805)  loss_bbox_aux_2: 0.1720 (0.1783)  loss_bbox_aux_3: 0.1757 (0.1766)  loss_bbox_aux_4: 0.1806 (0.1765)  loss_bbox_aux_5: 0.2335 (0.2334)  loss_bbox_dn_0: 0.3126 (0.3233)  loss_bbox_dn_1: 0.2347 (0.2530)  loss_bbox_dn_2: 0.2191 (0.2327)  loss_bbox_dn_3: 0.2187 (0.2249)  loss_bbox_dn_4: 0.2169 (0.2226)  loss_bbox_dn_5: 0.2169 (0.2226)  loss_giou: 0.4617 (0.5257)  loss_giou_aux_0: 0.4891 (0.5524)  loss_giou_aux_1: 0.4679 (0.5348)  loss_giou_aux_2: 0.4574 (0.5298)  loss_giou_aux_3: 0.4511 (0.5266)  loss_giou_aux_4: 0.4639 (0.5260)  loss_giou_aux_5: 0.5647 (0.6268)  loss_giou_dn_0: 0.6389 (0.6601)  loss_giou_dn_1: 0.5134 (0.5567)  loss_giou_dn_2: 0.4878 (0.5302)  loss_giou_dn_3: 0.4800 (0.5216)  loss_giou_dn_4: 0.4783 (0.5193)  loss_giou_dn_5: 0.4785 (0.5195)  loss_vfl: 0.7305 (0.7332)  loss_vfl_aux_0: 0.8767 (0.8676)  loss_vfl_aux_1: 0.8075 (0.8138)  loss_vfl_aux_2: 0.7892 (0.7665)  loss_vfl_aux_3: 0.7679 (0.7449)  loss_vfl_aux_4: 0.7545 (0.7357)  loss_vfl_aux_5: 0.8547 (0.8400)  loss_vfl_dn_0: 0.4720 (0.4763)  loss_vfl_dn_1: 0.4133 (0.4196)  loss_vfl_dn_2: 0.3998 (0.4022)  loss_vfl_dn_3: 0.3862 (0.3945)  loss_vfl_dn_4: 0.3866 (0.3917)  loss_vfl_dn_5: 0.3862 (0.3911)  time: 0.4825  data: 0.0143  max mem: 5653
Epoch: [13]  [4700/7393]  eta: 0:21:21  lr: 0.000010  loss: 18.0869 (17.9008)  loss_bbox: 0.1793 (0.1766)  loss_bbox_aux_0: 0.1864 (0.1901)  loss_bbox_aux_1: 0.1732 (0.1807)  loss_bbox_aux_2: 0.1822 (0.1785)  loss_bbox_aux_3: 0.1758 (0.1767)  loss_bbox_aux_4: 0.1821 (0.1766)  loss_bbox_aux_5: 0.2233 (0.2335)  loss_bbox_dn_0: 0.3011 (0.3236)  loss_bbox_dn_1: 0.2350 (0.2533)  loss_bbox_dn_2: 0.2165 (0.2329)  loss_bbox_dn_3: 0.1993 (0.2251)  loss_bbox_dn_4: 0.2010 (0.2229)  loss_bbox_dn_5: 0.2015 (0.2228)  loss_giou: 0.5151 (0.5254)  loss_giou_aux_0: 0.5232 (0.5520)  loss_giou_aux_1: 0.5268 (0.5345)  loss_giou_aux_2: 0.5210 (0.5295)  loss_giou_aux_3: 0.5184 (0.5262)  loss_giou_aux_4: 0.5153 (0.5257)  loss_giou_aux_5: 0.6167 (0.6264)  loss_giou_dn_0: 0.6233 (0.6600)  loss_giou_dn_1: 0.5233 (0.5565)  loss_giou_dn_2: 0.4984 (0.5301)  loss_giou_dn_3: 0.4938 (0.5215)  loss_giou_dn_4: 0.4927 (0.5192)  loss_giou_dn_5: 0.4928 (0.5194)  loss_vfl: 0.7139 (0.7337)  loss_vfl_aux_0: 0.8774 (0.8683)  loss_vfl_aux_1: 0.8321 (0.8143)  loss_vfl_aux_2: 0.7715 (0.7670)  loss_vfl_aux_3: 0.7353 (0.7454)  loss_vfl_aux_4: 0.7224 (0.7362)  loss_vfl_aux_5: 0.8394 (0.8406)  loss_vfl_dn_0: 0.4832 (0.4763)  loss_vfl_dn_1: 0.4200 (0.4197)  loss_vfl_dn_2: 0.4068 (0.4022)  loss_vfl_dn_3: 0.4011 (0.3946)  loss_vfl_dn_4: 0.3980 (0.3917)  loss_vfl_dn_5: 0.3983 (0.3911)  time: 0.4659  data: 0.0144  max mem: 5653
Epoch: [13]  [4800/7393]  eta: 0:20:36  lr: 0.000010  loss: 17.9294 (17.8986)  loss_bbox: 0.1633 (0.1766)  loss_bbox_aux_0: 0.1968 (0.1902)  loss_bbox_aux_1: 0.1918 (0.1808)  loss_bbox_aux_2: 0.1700 (0.1785)  loss_bbox_aux_3: 0.1627 (0.1768)  loss_bbox_aux_4: 0.1612 (0.1766)  loss_bbox_aux_5: 0.2271 (0.2336)  loss_bbox_dn_0: 0.3037 (0.3235)  loss_bbox_dn_1: 0.2232 (0.2532)  loss_bbox_dn_2: 0.2012 (0.2329)  loss_bbox_dn_3: 0.1909 (0.2251)  loss_bbox_dn_4: 0.1888 (0.2228)  loss_bbox_dn_5: 0.1888 (0.2228)  loss_giou: 0.5405 (0.5251)  loss_giou_aux_0: 0.5815 (0.5519)  loss_giou_aux_1: 0.5478 (0.5343)  loss_giou_aux_2: 0.5347 (0.5293)  loss_giou_aux_3: 0.5350 (0.5260)  loss_giou_aux_4: 0.5430 (0.5254)  loss_giou_aux_5: 0.6297 (0.6263)  loss_giou_dn_0: 0.6562 (0.6598)  loss_giou_dn_1: 0.5446 (0.5563)  loss_giou_dn_2: 0.5176 (0.5299)  loss_giou_dn_3: 0.5063 (0.5212)  loss_giou_dn_4: 0.5034 (0.5190)  loss_giou_dn_5: 0.5035 (0.5191)  loss_vfl: 0.7201 (0.7338)  loss_vfl_aux_0: 0.8420 (0.8683)  loss_vfl_aux_1: 0.7839 (0.8144)  loss_vfl_aux_2: 0.7428 (0.7672)  loss_vfl_aux_3: 0.7188 (0.7455)  loss_vfl_aux_4: 0.7170 (0.7364)  loss_vfl_aux_5: 0.8393 (0.8406)  loss_vfl_dn_0: 0.4791 (0.4763)  loss_vfl_dn_1: 0.4220 (0.4196)  loss_vfl_dn_2: 0.4023 (0.4022)  loss_vfl_dn_3: 0.3942 (0.3945)  loss_vfl_dn_4: 0.3913 (0.3917)  loss_vfl_dn_5: 0.3903 (0.3911)  time: 0.4713  data: 0.0139  max mem: 5653
Epoch: [13]  [4900/7393]  eta: 0:19:48  lr: 0.000010  loss: 17.3105 (17.9003)  loss_bbox: 0.1579 (0.1768)  loss_bbox_aux_0: 0.1793 (0.1903)  loss_bbox_aux_1: 0.1607 (0.1808)  loss_bbox_aux_2: 0.1648 (0.1786)  loss_bbox_aux_3: 0.1641 (0.1769)  loss_bbox_aux_4: 0.1579 (0.1767)  loss_bbox_aux_5: 0.2209 (0.2337)  loss_bbox_dn_0: 0.3350 (0.3239)  loss_bbox_dn_1: 0.2618 (0.2535)  loss_bbox_dn_2: 0.2418 (0.2331)  loss_bbox_dn_3: 0.2318 (0.2253)  loss_bbox_dn_4: 0.2279 (0.2231)  loss_bbox_dn_5: 0.2280 (0.2230)  loss_giou: 0.4868 (0.5248)  loss_giou_aux_0: 0.5212 (0.5516)  loss_giou_aux_1: 0.4840 (0.5339)  loss_giou_aux_2: 0.4902 (0.5290)  loss_giou_aux_3: 0.4893 (0.5257)  loss_giou_aux_4: 0.4837 (0.5251)  loss_giou_aux_5: 0.5963 (0.6260)  loss_giou_dn_0: 0.6290 (0.6597)  loss_giou_dn_1: 0.5289 (0.5562)  loss_giou_dn_2: 0.4962 (0.5298)  loss_giou_dn_3: 0.4848 (0.5211)  loss_giou_dn_4: 0.4809 (0.5188)  loss_giou_dn_5: 0.4810 (0.5190)  loss_vfl: 0.7503 (0.7340)  loss_vfl_aux_0: 0.9176 (0.8686)  loss_vfl_aux_1: 0.8453 (0.8149)  loss_vfl_aux_2: 0.7946 (0.7675)  loss_vfl_aux_3: 0.7671 (0.7458)  loss_vfl_aux_4: 0.7538 (0.7366)  loss_vfl_aux_5: 0.8674 (0.8410)  loss_vfl_dn_0: 0.4751 (0.4763)  loss_vfl_dn_1: 0.4163 (0.4196)  loss_vfl_dn_2: 0.3927 (0.4022)  loss_vfl_dn_3: 0.3920 (0.3945)  loss_vfl_dn_4: 0.3857 (0.3917)  loss_vfl_dn_5: 0.3862 (0.3911)  time: 0.4825  data: 0.0144  max mem: 5653
Epoch: [13]  [5000/7393]  eta: 0:19:00  lr: 0.000010  loss: 17.7733 (17.9016)  loss_bbox: 0.1589 (0.1767)  loss_bbox_aux_0: 0.1732 (0.1903)  loss_bbox_aux_1: 0.1693 (0.1808)  loss_bbox_aux_2: 0.1633 (0.1785)  loss_bbox_aux_3: 0.1616 (0.1768)  loss_bbox_aux_4: 0.1588 (0.1766)  loss_bbox_aux_5: 0.2132 (0.2336)  loss_bbox_dn_0: 0.2650 (0.3237)  loss_bbox_dn_1: 0.2089 (0.2534)  loss_bbox_dn_2: 0.1950 (0.2330)  loss_bbox_dn_3: 0.1878 (0.2252)  loss_bbox_dn_4: 0.1848 (0.2230)  loss_bbox_dn_5: 0.1849 (0.2229)  loss_giou: 0.5464 (0.5251)  loss_giou_aux_0: 0.5707 (0.5519)  loss_giou_aux_1: 0.5552 (0.5341)  loss_giou_aux_2: 0.5519 (0.5292)  loss_giou_aux_3: 0.5513 (0.5259)  loss_giou_aux_4: 0.5496 (0.5253)  loss_giou_aux_5: 0.6541 (0.6261)  loss_giou_dn_0: 0.6816 (0.6599)  loss_giou_dn_1: 0.5654 (0.5564)  loss_giou_dn_2: 0.5376 (0.5300)  loss_giou_dn_3: 0.5258 (0.5213)  loss_giou_dn_4: 0.5223 (0.5190)  loss_giou_dn_5: 0.5222 (0.5192)  loss_vfl: 0.6918 (0.7339)  loss_vfl_aux_0: 0.8389 (0.8684)  loss_vfl_aux_1: 0.7868 (0.8150)  loss_vfl_aux_2: 0.7394 (0.7675)  loss_vfl_aux_3: 0.7048 (0.7457)  loss_vfl_aux_4: 0.6975 (0.7365)  loss_vfl_aux_5: 0.7989 (0.8409)  loss_vfl_dn_0: 0.4782 (0.4763)  loss_vfl_dn_1: 0.4257 (0.4197)  loss_vfl_dn_2: 0.4074 (0.4022)  loss_vfl_dn_3: 0.3999 (0.3946)  loss_vfl_dn_4: 0.3971 (0.3917)  loss_vfl_dn_5: 0.3952 (0.3911)  time: 0.4621  data: 0.0138  max mem: 5653
Epoch: [13]  [5100/7393]  eta: 0:18:14  lr: 0.000010  loss: 17.6086 (17.9002)  loss_bbox: 0.1730 (0.1767)  loss_bbox_aux_0: 0.1827 (0.1903)  loss_bbox_aux_1: 0.1702 (0.1807)  loss_bbox_aux_2: 0.1735 (0.1785)  loss_bbox_aux_3: 0.1750 (0.1768)  loss_bbox_aux_4: 0.1734 (0.1766)  loss_bbox_aux_5: 0.2239 (0.2336)  loss_bbox_dn_0: 0.3386 (0.3236)  loss_bbox_dn_1: 0.2506 (0.2534)  loss_bbox_dn_2: 0.2222 (0.2330)  loss_bbox_dn_3: 0.2140 (0.2252)  loss_bbox_dn_4: 0.2130 (0.2230)  loss_bbox_dn_5: 0.2131 (0.2229)  loss_giou: 0.4832 (0.5251)  loss_giou_aux_0: 0.5260 (0.5520)  loss_giou_aux_1: 0.4896 (0.5342)  loss_giou_aux_2: 0.4837 (0.5293)  loss_giou_aux_3: 0.4801 (0.5260)  loss_giou_aux_4: 0.4827 (0.5254)  loss_giou_aux_5: 0.6064 (0.6261)  loss_giou_dn_0: 0.6395 (0.6600)  loss_giou_dn_1: 0.5399 (0.5565)  loss_giou_dn_2: 0.5118 (0.5301)  loss_giou_dn_3: 0.4993 (0.5214)  loss_giou_dn_4: 0.4982 (0.5191)  loss_giou_dn_5: 0.4983 (0.5193)  loss_vfl: 0.7350 (0.7337)  loss_vfl_aux_0: 0.8854 (0.8680)  loss_vfl_aux_1: 0.8100 (0.8148)  loss_vfl_aux_2: 0.7730 (0.7672)  loss_vfl_aux_3: 0.7697 (0.7455)  loss_vfl_aux_4: 0.7425 (0.7364)  loss_vfl_aux_5: 0.8594 (0.8407)  loss_vfl_dn_0: 0.4746 (0.4763)  loss_vfl_dn_1: 0.4137 (0.4196)  loss_vfl_dn_2: 0.3991 (0.4022)  loss_vfl_dn_3: 0.3952 (0.3945)  loss_vfl_dn_4: 0.3934 (0.3917)  loss_vfl_dn_5: 0.3955 (0.3911)  time: 0.4850  data: 0.0139  max mem: 5653
Epoch: [13]  [5200/7393]  eta: 0:17:26  lr: 0.000010  loss: 17.8703 (17.8999)  loss_bbox: 0.1608 (0.1766)  loss_bbox_aux_0: 0.1684 (0.1902)  loss_bbox_aux_1: 0.1544 (0.1807)  loss_bbox_aux_2: 0.1617 (0.1784)  loss_bbox_aux_3: 0.1582 (0.1767)  loss_bbox_aux_4: 0.1597 (0.1765)  loss_bbox_aux_5: 0.2073 (0.2335)  loss_bbox_dn_0: 0.2835 (0.3234)  loss_bbox_dn_1: 0.2273 (0.2532)  loss_bbox_dn_2: 0.2080 (0.2329)  loss_bbox_dn_3: 0.2034 (0.2251)  loss_bbox_dn_4: 0.1998 (0.2228)  loss_bbox_dn_5: 0.1993 (0.2228)  loss_giou: 0.5318 (0.5253)  loss_giou_aux_0: 0.5628 (0.5523)  loss_giou_aux_1: 0.5611 (0.5344)  loss_giou_aux_2: 0.5403 (0.5296)  loss_giou_aux_3: 0.5429 (0.5262)  loss_giou_aux_4: 0.5315 (0.5256)  loss_giou_aux_5: 0.6355 (0.6263)  loss_giou_dn_0: 0.6681 (0.6601)  loss_giou_dn_1: 0.5661 (0.5566)  loss_giou_dn_2: 0.5514 (0.5302)  loss_giou_dn_3: 0.5423 (0.5216)  loss_giou_dn_4: 0.5414 (0.5193)  loss_giou_dn_5: 0.5418 (0.5195)  loss_vfl: 0.7217 (0.7336)  loss_vfl_aux_0: 0.8230 (0.8677)  loss_vfl_aux_1: 0.7623 (0.8145)  loss_vfl_aux_2: 0.7298 (0.7670)  loss_vfl_aux_3: 0.7266 (0.7453)  loss_vfl_aux_4: 0.7228 (0.7363)  loss_vfl_aux_5: 0.8039 (0.8404)  loss_vfl_dn_0: 0.4714 (0.4763)  loss_vfl_dn_1: 0.4125 (0.4196)  loss_vfl_dn_2: 0.4014 (0.4021)  loss_vfl_dn_3: 0.3931 (0.3945)  loss_vfl_dn_4: 0.3908 (0.3917)  loss_vfl_dn_5: 0.3880 (0.3911)  time: 0.4725  data: 0.0146  max mem: 5653
Epoch: [13]  [5300/7393]  eta: 0:16:38  lr: 0.000010  loss: 18.0259 (17.9035)  loss_bbox: 0.1647 (0.1767)  loss_bbox_aux_0: 0.1917 (0.1904)  loss_bbox_aux_1: 0.1768 (0.1808)  loss_bbox_aux_2: 0.1747 (0.1786)  loss_bbox_aux_3: 0.1655 (0.1768)  loss_bbox_aux_4: 0.1664 (0.1766)  loss_bbox_aux_5: 0.2241 (0.2335)  loss_bbox_dn_0: 0.3244 (0.3236)  loss_bbox_dn_1: 0.2636 (0.2534)  loss_bbox_dn_2: 0.2467 (0.2331)  loss_bbox_dn_3: 0.2375 (0.2253)  loss_bbox_dn_4: 0.2361 (0.2230)  loss_bbox_dn_5: 0.2363 (0.2230)  loss_giou: 0.4879 (0.5252)  loss_giou_aux_0: 0.5181 (0.5521)  loss_giou_aux_1: 0.4913 (0.5343)  loss_giou_aux_2: 0.4872 (0.5295)  loss_giou_aux_3: 0.4877 (0.5261)  loss_giou_aux_4: 0.4818 (0.5255)  loss_giou_aux_5: 0.5889 (0.6262)  loss_giou_dn_0: 0.6640 (0.6603)  loss_giou_dn_1: 0.5558 (0.5567)  loss_giou_dn_2: 0.5262 (0.5303)  loss_giou_dn_3: 0.5185 (0.5216)  loss_giou_dn_4: 0.5173 (0.5194)  loss_giou_dn_5: 0.5174 (0.5195)  loss_vfl: 0.7642 (0.7340)  loss_vfl_aux_0: 0.9419 (0.8679)  loss_vfl_aux_1: 0.8601 (0.8145)  loss_vfl_aux_2: 0.8256 (0.7672)  loss_vfl_aux_3: 0.7683 (0.7456)  loss_vfl_aux_4: 0.7606 (0.7366)  loss_vfl_aux_5: 0.8869 (0.8406)  loss_vfl_dn_0: 0.4776 (0.4763)  loss_vfl_dn_1: 0.4303 (0.4197)  loss_vfl_dn_2: 0.4095 (0.4023)  loss_vfl_dn_3: 0.3959 (0.3946)  loss_vfl_dn_4: 0.3928 (0.3918)  loss_vfl_dn_5: 0.3921 (0.3912)  time: 0.4608  data: 0.0146  max mem: 5653
Epoch: [13]  [5400/7393]  eta: 0:15:50  lr: 0.000010  loss: 17.5195 (17.8997)  loss_bbox: 0.1593 (0.1766)  loss_bbox_aux_0: 0.1788 (0.1903)  loss_bbox_aux_1: 0.1701 (0.1808)  loss_bbox_aux_2: 0.1692 (0.1785)  loss_bbox_aux_3: 0.1621 (0.1768)  loss_bbox_aux_4: 0.1612 (0.1766)  loss_bbox_aux_5: 0.2228 (0.2335)  loss_bbox_dn_0: 0.2858 (0.3235)  loss_bbox_dn_1: 0.2293 (0.2533)  loss_bbox_dn_2: 0.2067 (0.2330)  loss_bbox_dn_3: 0.2009 (0.2252)  loss_bbox_dn_4: 0.1977 (0.2230)  loss_bbox_dn_5: 0.1976 (0.2229)  loss_giou: 0.4946 (0.5248)  loss_giou_aux_0: 0.5140 (0.5518)  loss_giou_aux_1: 0.5154 (0.5340)  loss_giou_aux_2: 0.5095 (0.5291)  loss_giou_aux_3: 0.5012 (0.5258)  loss_giou_aux_4: 0.4977 (0.5251)  loss_giou_aux_5: 0.5964 (0.6258)  loss_giou_dn_0: 0.6377 (0.6599)  loss_giou_dn_1: 0.5269 (0.5564)  loss_giou_dn_2: 0.5046 (0.5300)  loss_giou_dn_3: 0.4990 (0.5213)  loss_giou_dn_4: 0.4976 (0.5191)  loss_giou_dn_5: 0.4976 (0.5192)  loss_vfl: 0.7508 (0.7342)  loss_vfl_aux_0: 0.9033 (0.8680)  loss_vfl_aux_1: 0.8223 (0.8146)  loss_vfl_aux_2: 0.7648 (0.7673)  loss_vfl_aux_3: 0.7717 (0.7457)  loss_vfl_aux_4: 0.7595 (0.7368)  loss_vfl_aux_5: 0.8520 (0.8407)  loss_vfl_dn_0: 0.4843 (0.4764)  loss_vfl_dn_1: 0.4228 (0.4198)  loss_vfl_dn_2: 0.4049 (0.4023)  loss_vfl_dn_3: 0.3975 (0.3946)  loss_vfl_dn_4: 0.3924 (0.3918)  loss_vfl_dn_5: 0.3948 (0.3912)  time: 0.4847  data: 0.0140  max mem: 5653
Epoch: [13]  [5500/7393]  eta: 0:15:03  lr: 0.000010  loss: 17.8883 (17.8986)  loss_bbox: 0.1720 (0.1765)  loss_bbox_aux_0: 0.1805 (0.1902)  loss_bbox_aux_1: 0.1724 (0.1807)  loss_bbox_aux_2: 0.1648 (0.1784)  loss_bbox_aux_3: 0.1673 (0.1767)  loss_bbox_aux_4: 0.1705 (0.1765)  loss_bbox_aux_5: 0.2180 (0.2334)  loss_bbox_dn_0: 0.2871 (0.3232)  loss_bbox_dn_1: 0.2211 (0.2531)  loss_bbox_dn_2: 0.2089 (0.2328)  loss_bbox_dn_3: 0.1963 (0.2250)  loss_bbox_dn_4: 0.1938 (0.2228)  loss_bbox_dn_5: 0.1936 (0.2227)  loss_giou: 0.5613 (0.5253)  loss_giou_aux_0: 0.5908 (0.5522)  loss_giou_aux_1: 0.5675 (0.5344)  loss_giou_aux_2: 0.5591 (0.5296)  loss_giou_aux_3: 0.5764 (0.5263)  loss_giou_aux_4: 0.5597 (0.5256)  loss_giou_aux_5: 0.6633 (0.6262)  loss_giou_dn_0: 0.6776 (0.6600)  loss_giou_dn_1: 0.5757 (0.5565)  loss_giou_dn_2: 0.5545 (0.5301)  loss_giou_dn_3: 0.5486 (0.5215)  loss_giou_dn_4: 0.5462 (0.5192)  loss_giou_dn_5: 0.5463 (0.5194)  loss_vfl: 0.6892 (0.7339)  loss_vfl_aux_0: 0.8158 (0.8675)  loss_vfl_aux_1: 0.7627 (0.8141)  loss_vfl_aux_2: 0.7217 (0.7670)  loss_vfl_aux_3: 0.6916 (0.7454)  loss_vfl_aux_4: 0.6939 (0.7365)  loss_vfl_aux_5: 0.8149 (0.8402)  loss_vfl_dn_0: 0.4772 (0.4764)  loss_vfl_dn_1: 0.4168 (0.4197)  loss_vfl_dn_2: 0.3950 (0.4022)  loss_vfl_dn_3: 0.3919 (0.3946)  loss_vfl_dn_4: 0.3910 (0.3918)  loss_vfl_dn_5: 0.3893 (0.3911)  time: 0.4787  data: 0.0140  max mem: 5653
Epoch: [13]  [5600/7393]  eta: 0:14:16  lr: 0.000010  loss: 17.8957 (17.8963)  loss_bbox: 0.1726 (0.1765)  loss_bbox_aux_0: 0.1885 (0.1902)  loss_bbox_aux_1: 0.1723 (0.1806)  loss_bbox_aux_2: 0.1718 (0.1784)  loss_bbox_aux_3: 0.1711 (0.1767)  loss_bbox_aux_4: 0.1725 (0.1764)  loss_bbox_aux_5: 0.2276 (0.2334)  loss_bbox_dn_0: 0.2927 (0.3233)  loss_bbox_dn_1: 0.2216 (0.2531)  loss_bbox_dn_2: 0.2010 (0.2328)  loss_bbox_dn_3: 0.1925 (0.2250)  loss_bbox_dn_4: 0.1897 (0.2228)  loss_bbox_dn_5: 0.1896 (0.2228)  loss_giou: 0.4868 (0.5250)  loss_giou_aux_0: 0.5084 (0.5520)  loss_giou_aux_1: 0.4857 (0.5342)  loss_giou_aux_2: 0.4850 (0.5293)  loss_giou_aux_3: 0.4890 (0.5260)  loss_giou_aux_4: 0.4938 (0.5253)  loss_giou_aux_5: 0.6130 (0.6260)  loss_giou_dn_0: 0.6584 (0.6599)  loss_giou_dn_1: 0.5581 (0.5564)  loss_giou_dn_2: 0.5337 (0.5299)  loss_giou_dn_3: 0.5234 (0.5213)  loss_giou_dn_4: 0.5211 (0.5191)  loss_giou_dn_5: 0.5212 (0.5192)  loss_vfl: 0.7264 (0.7340)  loss_vfl_aux_0: 0.8534 (0.8675)  loss_vfl_aux_1: 0.8168 (0.8141)  loss_vfl_aux_2: 0.7735 (0.7671)  loss_vfl_aux_3: 0.7557 (0.7455)  loss_vfl_aux_4: 0.7282 (0.7366)  loss_vfl_aux_5: 0.8446 (0.8402)  loss_vfl_dn_0: 0.4766 (0.4764)  loss_vfl_dn_1: 0.4261 (0.4197)  loss_vfl_dn_2: 0.4085 (0.4022)  loss_vfl_dn_3: 0.4035 (0.3946)  loss_vfl_dn_4: 0.3988 (0.3917)  loss_vfl_dn_5: 0.3982 (0.3911)  time: 0.4679  data: 0.0137  max mem: 5653
Epoch: [13]  [5700/7393]  eta: 0:13:28  lr: 0.000010  loss: 18.0258 (17.8997)  loss_bbox: 0.1604 (0.1765)  loss_bbox_aux_0: 0.1728 (0.1903)  loss_bbox_aux_1: 0.1723 (0.1807)  loss_bbox_aux_2: 0.1626 (0.1784)  loss_bbox_aux_3: 0.1616 (0.1767)  loss_bbox_aux_4: 0.1625 (0.1765)  loss_bbox_aux_5: 0.2072 (0.2335)  loss_bbox_dn_0: 0.2618 (0.3235)  loss_bbox_dn_1: 0.2083 (0.2533)  loss_bbox_dn_2: 0.1951 (0.2330)  loss_bbox_dn_3: 0.1878 (0.2252)  loss_bbox_dn_4: 0.1864 (0.2229)  loss_bbox_dn_5: 0.1864 (0.2229)  loss_giou: 0.5476 (0.5251)  loss_giou_aux_0: 0.5802 (0.5520)  loss_giou_aux_1: 0.5618 (0.5343)  loss_giou_aux_2: 0.5619 (0.5294)  loss_giou_aux_3: 0.5621 (0.5261)  loss_giou_aux_4: 0.5583 (0.5253)  loss_giou_aux_5: 0.6606 (0.6261)  loss_giou_dn_0: 0.6922 (0.6600)  loss_giou_dn_1: 0.5841 (0.5565)  loss_giou_dn_2: 0.5623 (0.5300)  loss_giou_dn_3: 0.5560 (0.5214)  loss_giou_dn_4: 0.5543 (0.5191)  loss_giou_dn_5: 0.5545 (0.5193)  loss_vfl: 0.7042 (0.7342)  loss_vfl_aux_0: 0.8282 (0.8675)  loss_vfl_aux_1: 0.7930 (0.8143)  loss_vfl_aux_2: 0.7377 (0.7672)  loss_vfl_aux_3: 0.7226 (0.7457)  loss_vfl_aux_4: 0.7134 (0.7368)  loss_vfl_aux_5: 0.8209 (0.8403)  loss_vfl_dn_0: 0.4694 (0.4764)  loss_vfl_dn_1: 0.4171 (0.4197)  loss_vfl_dn_2: 0.4065 (0.4022)  loss_vfl_dn_3: 0.3970 (0.3946)  loss_vfl_dn_4: 0.3930 (0.3918)  loss_vfl_dn_5: 0.3922 (0.3911)  time: 0.4603  data: 0.0140  max mem: 5653
Epoch: [13]  [5800/7393]  eta: 0:12:40  lr: 0.000010  loss: 17.4610 (17.8977)  loss_bbox: 0.1807 (0.1765)  loss_bbox_aux_0: 0.1860 (0.1903)  loss_bbox_aux_1: 0.1821 (0.1807)  loss_bbox_aux_2: 0.1849 (0.1784)  loss_bbox_aux_3: 0.1828 (0.1767)  loss_bbox_aux_4: 0.1825 (0.1765)  loss_bbox_aux_5: 0.2277 (0.2335)  loss_bbox_dn_0: 0.3024 (0.3234)  loss_bbox_dn_1: 0.2469 (0.2532)  loss_bbox_dn_2: 0.2300 (0.2329)  loss_bbox_dn_3: 0.2247 (0.2251)  loss_bbox_dn_4: 0.2240 (0.2229)  loss_bbox_dn_5: 0.2237 (0.2228)  loss_giou: 0.5340 (0.5250)  loss_giou_aux_0: 0.5438 (0.5520)  loss_giou_aux_1: 0.5183 (0.5342)  loss_giou_aux_2: 0.5221 (0.5293)  loss_giou_aux_3: 0.5298 (0.5260)  loss_giou_aux_4: 0.5359 (0.5253)  loss_giou_aux_5: 0.6231 (0.6261)  loss_giou_dn_0: 0.6453 (0.6600)  loss_giou_dn_1: 0.5410 (0.5564)  loss_giou_dn_2: 0.5152 (0.5300)  loss_giou_dn_3: 0.5036 (0.5214)  loss_giou_dn_4: 0.5018 (0.5191)  loss_giou_dn_5: 0.5017 (0.5193)  loss_vfl: 0.7050 (0.7341)  loss_vfl_aux_0: 0.8326 (0.8674)  loss_vfl_aux_1: 0.7793 (0.8142)  loss_vfl_aux_2: 0.7414 (0.7671)  loss_vfl_aux_3: 0.7221 (0.7455)  loss_vfl_aux_4: 0.7064 (0.7367)  loss_vfl_aux_5: 0.8075 (0.8401)  loss_vfl_dn_0: 0.4636 (0.4763)  loss_vfl_dn_1: 0.4195 (0.4197)  loss_vfl_dn_2: 0.3957 (0.4022)  loss_vfl_dn_3: 0.3898 (0.3946)  loss_vfl_dn_4: 0.3867 (0.3918)  loss_vfl_dn_5: 0.3867 (0.3911)  time: 0.4658  data: 0.0143  max mem: 5653
Epoch: [13]  [5900/7393]  eta: 0:11:52  lr: 0.000010  loss: 18.4012 (17.8950)  loss_bbox: 0.1881 (0.1766)  loss_bbox_aux_0: 0.1965 (0.1904)  loss_bbox_aux_1: 0.1789 (0.1807)  loss_bbox_aux_2: 0.1853 (0.1785)  loss_bbox_aux_3: 0.1846 (0.1767)  loss_bbox_aux_4: 0.1878 (0.1765)  loss_bbox_aux_5: 0.2428 (0.2335)  loss_bbox_dn_0: 0.3039 (0.3234)  loss_bbox_dn_1: 0.2462 (0.2532)  loss_bbox_dn_2: 0.2298 (0.2329)  loss_bbox_dn_3: 0.2221 (0.2251)  loss_bbox_dn_4: 0.2227 (0.2228)  loss_bbox_dn_5: 0.2227 (0.2228)  loss_giou: 0.5515 (0.5249)  loss_giou_aux_0: 0.5573 (0.5519)  loss_giou_aux_1: 0.5385 (0.5341)  loss_giou_aux_2: 0.5346 (0.5293)  loss_giou_aux_3: 0.5461 (0.5260)  loss_giou_aux_4: 0.5475 (0.5252)  loss_giou_aux_5: 0.6559 (0.6260)  loss_giou_dn_0: 0.6822 (0.6598)  loss_giou_dn_1: 0.5836 (0.5563)  loss_giou_dn_2: 0.5600 (0.5298)  loss_giou_dn_3: 0.5547 (0.5212)  loss_giou_dn_4: 0.5536 (0.5189)  loss_giou_dn_5: 0.5538 (0.5191)  loss_vfl: 0.7218 (0.7340)  loss_vfl_aux_0: 0.8608 (0.8672)  loss_vfl_aux_1: 0.7838 (0.8141)  loss_vfl_aux_2: 0.7697 (0.7669)  loss_vfl_aux_3: 0.7506 (0.7454)  loss_vfl_aux_4: 0.7424 (0.7366)  loss_vfl_aux_5: 0.8263 (0.8400)  loss_vfl_dn_0: 0.4719 (0.4763)  loss_vfl_dn_1: 0.4199 (0.4196)  loss_vfl_dn_2: 0.4038 (0.4021)  loss_vfl_dn_3: 0.3957 (0.3945)  loss_vfl_dn_4: 0.3941 (0.3917)  loss_vfl_dn_5: 0.3957 (0.3911)  time: 0.4749  data: 0.0144  max mem: 5653
Epoch: [13]  [6000/7393]  eta: 0:11:04  lr: 0.000010  loss: 17.8384 (17.8978)  loss_bbox: 0.1860 (0.1767)  loss_bbox_aux_0: 0.2045 (0.1905)  loss_bbox_aux_1: 0.1957 (0.1808)  loss_bbox_aux_2: 0.1888 (0.1786)  loss_bbox_aux_3: 0.1837 (0.1769)  loss_bbox_aux_4: 0.1858 (0.1767)  loss_bbox_aux_5: 0.2539 (0.2337)  loss_bbox_dn_0: 0.2897 (0.3235)  loss_bbox_dn_1: 0.2227 (0.2533)  loss_bbox_dn_2: 0.2074 (0.2329)  loss_bbox_dn_3: 0.2071 (0.2251)  loss_bbox_dn_4: 0.2081 (0.2229)  loss_bbox_dn_5: 0.2081 (0.2229)  loss_giou: 0.5123 (0.5252)  loss_giou_aux_0: 0.5228 (0.5522)  loss_giou_aux_1: 0.5134 (0.5344)  loss_giou_aux_2: 0.5175 (0.5296)  loss_giou_aux_3: 0.5095 (0.5263)  loss_giou_aux_4: 0.5056 (0.5255)  loss_giou_aux_5: 0.5995 (0.6263)  loss_giou_dn_0: 0.6398 (0.6599)  loss_giou_dn_1: 0.5370 (0.5564)  loss_giou_dn_2: 0.5067 (0.5300)  loss_giou_dn_3: 0.4957 (0.5213)  loss_giou_dn_4: 0.4938 (0.5191)  loss_giou_dn_5: 0.4938 (0.5192)  loss_vfl: 0.7226 (0.7338)  loss_vfl_aux_0: 0.8894 (0.8669)  loss_vfl_aux_1: 0.7803 (0.8138)  loss_vfl_aux_2: 0.7433 (0.7668)  loss_vfl_aux_3: 0.7275 (0.7453)  loss_vfl_aux_4: 0.7323 (0.7365)  loss_vfl_aux_5: 0.8226 (0.8398)  loss_vfl_dn_0: 0.4708 (0.4762)  loss_vfl_dn_1: 0.4175 (0.4196)  loss_vfl_dn_2: 0.3992 (0.4021)  loss_vfl_dn_3: 0.3941 (0.3945)  loss_vfl_dn_4: 0.3916 (0.3917)  loss_vfl_dn_5: 0.3888 (0.3910)  time: 0.4626  data: 0.0140  max mem: 5653
Epoch: [13]  [6100/7393]  eta: 0:10:17  lr: 0.000010  loss: 17.4571 (17.8950)  loss_bbox: 0.1682 (0.1767)  loss_bbox_aux_0: 0.1828 (0.1905)  loss_bbox_aux_1: 0.1698 (0.1808)  loss_bbox_aux_2: 0.1662 (0.1786)  loss_bbox_aux_3: 0.1638 (0.1769)  loss_bbox_aux_4: 0.1646 (0.1767)  loss_bbox_aux_5: 0.2347 (0.2337)  loss_bbox_dn_0: 0.3302 (0.3234)  loss_bbox_dn_1: 0.2567 (0.2532)  loss_bbox_dn_2: 0.2384 (0.2329)  loss_bbox_dn_3: 0.2265 (0.2251)  loss_bbox_dn_4: 0.2204 (0.2228)  loss_bbox_dn_5: 0.2206 (0.2228)  loss_giou: 0.4649 (0.5251)  loss_giou_aux_0: 0.4861 (0.5520)  loss_giou_aux_1: 0.4652 (0.5342)  loss_giou_aux_2: 0.4637 (0.5294)  loss_giou_aux_3: 0.4593 (0.5261)  loss_giou_aux_4: 0.4585 (0.5253)  loss_giou_aux_5: 0.5551 (0.6261)  loss_giou_dn_0: 0.6319 (0.6597)  loss_giou_dn_1: 0.5221 (0.5562)  loss_giou_dn_2: 0.4939 (0.5297)  loss_giou_dn_3: 0.4818 (0.5211)  loss_giou_dn_4: 0.4763 (0.5188)  loss_giou_dn_5: 0.4762 (0.5190)  loss_vfl: 0.7815 (0.7339)  loss_vfl_aux_0: 0.8897 (0.8670)  loss_vfl_aux_1: 0.8313 (0.8139)  loss_vfl_aux_2: 0.8025 (0.7669)  loss_vfl_aux_3: 0.7800 (0.7453)  loss_vfl_aux_4: 0.7630 (0.7366)  loss_vfl_aux_5: 0.8662 (0.8399)  loss_vfl_dn_0: 0.4843 (0.4762)  loss_vfl_dn_1: 0.4151 (0.4195)  loss_vfl_dn_2: 0.3991 (0.4021)  loss_vfl_dn_3: 0.3911 (0.3944)  loss_vfl_dn_4: 0.3894 (0.3916)  loss_vfl_dn_5: 0.3875 (0.3910)  time: 0.4619  data: 0.0138  max mem: 5653
Epoch: [13]  [6200/7393]  eta: 0:09:29  lr: 0.000010  loss: 17.8008 (17.8933)  loss_bbox: 0.1799 (0.1768)  loss_bbox_aux_0: 0.1925 (0.1905)  loss_bbox_aux_1: 0.1770 (0.1809)  loss_bbox_aux_2: 0.1851 (0.1786)  loss_bbox_aux_3: 0.1796 (0.1769)  loss_bbox_aux_4: 0.1802 (0.1767)  loss_bbox_aux_5: 0.2287 (0.2338)  loss_bbox_dn_0: 0.3205 (0.3234)  loss_bbox_dn_1: 0.2629 (0.2532)  loss_bbox_dn_2: 0.2388 (0.2329)  loss_bbox_dn_3: 0.2271 (0.2250)  loss_bbox_dn_4: 0.2254 (0.2228)  loss_bbox_dn_5: 0.2256 (0.2227)  loss_giou: 0.4699 (0.5250)  loss_giou_aux_0: 0.5198 (0.5519)  loss_giou_aux_1: 0.4887 (0.5342)  loss_giou_aux_2: 0.4846 (0.5293)  loss_giou_aux_3: 0.4659 (0.5260)  loss_giou_aux_4: 0.4674 (0.5253)  loss_giou_aux_5: 0.5799 (0.6261)  loss_giou_dn_0: 0.6448 (0.6596)  loss_giou_dn_1: 0.5386 (0.5561)  loss_giou_dn_2: 0.5145 (0.5296)  loss_giou_dn_3: 0.5077 (0.5210)  loss_giou_dn_4: 0.5057 (0.5187)  loss_giou_dn_5: 0.5062 (0.5189)  loss_vfl: 0.7016 (0.7337)  loss_vfl_aux_0: 0.8324 (0.8668)  loss_vfl_aux_1: 0.8044 (0.8136)  loss_vfl_aux_2: 0.7587 (0.7668)  loss_vfl_aux_3: 0.7419 (0.7452)  loss_vfl_aux_4: 0.7161 (0.7365)  loss_vfl_aux_5: 0.8545 (0.8398)  loss_vfl_dn_0: 0.4802 (0.4762)  loss_vfl_dn_1: 0.4264 (0.4195)  loss_vfl_dn_2: 0.4017 (0.4021)  loss_vfl_dn_3: 0.3998 (0.3944)  loss_vfl_dn_4: 0.3953 (0.3916)  loss_vfl_dn_5: 0.3949 (0.3910)  time: 0.4859  data: 0.0148  max mem: 5653
Epoch: [13]  [6300/7393]  eta: 0:08:42  lr: 0.000010  loss: 18.0620 (17.8913)  loss_bbox: 0.1734 (0.1768)  loss_bbox_aux_0: 0.2000 (0.1907)  loss_bbox_aux_1: 0.1801 (0.1810)  loss_bbox_aux_2: 0.1778 (0.1787)  loss_bbox_aux_3: 0.1757 (0.1770)  loss_bbox_aux_4: 0.1719 (0.1767)  loss_bbox_aux_5: 0.2312 (0.2339)  loss_bbox_dn_0: 0.3348 (0.3236)  loss_bbox_dn_1: 0.2625 (0.2533)  loss_bbox_dn_2: 0.2342 (0.2330)  loss_bbox_dn_3: 0.2270 (0.2251)  loss_bbox_dn_4: 0.2254 (0.2229)  loss_bbox_dn_5: 0.2257 (0.2228)  loss_giou: 0.4774 (0.5247)  loss_giou_aux_0: 0.5173 (0.5517)  loss_giou_aux_1: 0.4858 (0.5339)  loss_giou_aux_2: 0.4749 (0.5290)  loss_giou_aux_3: 0.4693 (0.5257)  loss_giou_aux_4: 0.4704 (0.5249)  loss_giou_aux_5: 0.5912 (0.6258)  loss_giou_dn_0: 0.6505 (0.6594)  loss_giou_dn_1: 0.5454 (0.5559)  loss_giou_dn_2: 0.5234 (0.5294)  loss_giou_dn_3: 0.5185 (0.5207)  loss_giou_dn_4: 0.5152 (0.5185)  loss_giou_dn_5: 0.5151 (0.5186)  loss_vfl: 0.7104 (0.7338)  loss_vfl_aux_0: 0.8655 (0.8667)  loss_vfl_aux_1: 0.7880 (0.8137)  loss_vfl_aux_2: 0.7490 (0.7669)  loss_vfl_aux_3: 0.7229 (0.7452)  loss_vfl_aux_4: 0.7210 (0.7366)  loss_vfl_aux_5: 0.8670 (0.8399)  loss_vfl_dn_0: 0.4879 (0.4762)  loss_vfl_dn_1: 0.4269 (0.4195)  loss_vfl_dn_2: 0.4104 (0.4021)  loss_vfl_dn_3: 0.4104 (0.3944)  loss_vfl_dn_4: 0.4049 (0.3916)  loss_vfl_dn_5: 0.4046 (0.3910)  time: 0.4694  data: 0.0136  max mem: 5653
Epoch: [13]  [6400/7393]  eta: 0:07:54  lr: 0.000010  loss: 17.7910 (17.8896)  loss_bbox: 0.1891 (0.1769)  loss_bbox_aux_0: 0.1968 (0.1907)  loss_bbox_aux_1: 0.1956 (0.1810)  loss_bbox_aux_2: 0.1891 (0.1788)  loss_bbox_aux_3: 0.1908 (0.1770)  loss_bbox_aux_4: 0.1927 (0.1768)  loss_bbox_aux_5: 0.2402 (0.2340)  loss_bbox_dn_0: 0.2918 (0.3236)  loss_bbox_dn_1: 0.2341 (0.2533)  loss_bbox_dn_2: 0.2213 (0.2330)  loss_bbox_dn_3: 0.2167 (0.2251)  loss_bbox_dn_4: 0.2129 (0.2229)  loss_bbox_dn_5: 0.2128 (0.2228)  loss_giou: 0.5561 (0.5246)  loss_giou_aux_0: 0.5893 (0.5516)  loss_giou_aux_1: 0.5705 (0.5338)  loss_giou_aux_2: 0.5598 (0.5289)  loss_giou_aux_3: 0.5516 (0.5256)  loss_giou_aux_4: 0.5534 (0.5248)  loss_giou_aux_5: 0.6579 (0.6257)  loss_giou_dn_0: 0.6619 (0.6593)  loss_giou_dn_1: 0.5570 (0.5557)  loss_giou_dn_2: 0.5241 (0.5292)  loss_giou_dn_3: 0.5139 (0.5206)  loss_giou_dn_4: 0.5139 (0.5183)  loss_giou_dn_5: 0.5137 (0.5185)  loss_vfl: 0.6905 (0.7337)  loss_vfl_aux_0: 0.8208 (0.8668)  loss_vfl_aux_1: 0.7536 (0.8137)  loss_vfl_aux_2: 0.7048 (0.7667)  loss_vfl_aux_3: 0.7087 (0.7451)  loss_vfl_aux_4: 0.6912 (0.7365)  loss_vfl_aux_5: 0.8124 (0.8400)  loss_vfl_dn_0: 0.4671 (0.4762)  loss_vfl_dn_1: 0.4133 (0.4195)  loss_vfl_dn_2: 0.3957 (0.4020)  loss_vfl_dn_3: 0.3905 (0.3944)  loss_vfl_dn_4: 0.3862 (0.3916)  loss_vfl_dn_5: 0.3853 (0.3909)  time: 0.4738  data: 0.0141  max mem: 5653
Epoch: [13]  [6500/7393]  eta: 0:07:06  lr: 0.000010  loss: 17.8672 (17.8912)  loss_bbox: 0.1813 (0.1769)  loss_bbox_aux_0: 0.1831 (0.1908)  loss_bbox_aux_1: 0.1849 (0.1810)  loss_bbox_aux_2: 0.1731 (0.1788)  loss_bbox_aux_3: 0.1667 (0.1770)  loss_bbox_aux_4: 0.1816 (0.1768)  loss_bbox_aux_5: 0.2302 (0.2340)  loss_bbox_dn_0: 0.3197 (0.3237)  loss_bbox_dn_1: 0.2379 (0.2534)  loss_bbox_dn_2: 0.2215 (0.2330)  loss_bbox_dn_3: 0.2110 (0.2252)  loss_bbox_dn_4: 0.2097 (0.2230)  loss_bbox_dn_5: 0.2098 (0.2229)  loss_giou: 0.5139 (0.5245)  loss_giou_aux_0: 0.5619 (0.5516)  loss_giou_aux_1: 0.5312 (0.5338)  loss_giou_aux_2: 0.5223 (0.5289)  loss_giou_aux_3: 0.5184 (0.5255)  loss_giou_aux_4: 0.5165 (0.5247)  loss_giou_aux_5: 0.6450 (0.6257)  loss_giou_dn_0: 0.6401 (0.6592)  loss_giou_dn_1: 0.5389 (0.5556)  loss_giou_dn_2: 0.5182 (0.5291)  loss_giou_dn_3: 0.5128 (0.5205)  loss_giou_dn_4: 0.5099 (0.5182)  loss_giou_dn_5: 0.5102 (0.5184)  loss_vfl: 0.7874 (0.7341)  loss_vfl_aux_0: 0.8600 (0.8669)  loss_vfl_aux_1: 0.8519 (0.8139)  loss_vfl_aux_2: 0.7704 (0.7670)  loss_vfl_aux_3: 0.7949 (0.7454)  loss_vfl_aux_4: 0.7729 (0.7368)  loss_vfl_aux_5: 0.8624 (0.8402)  loss_vfl_dn_0: 0.4819 (0.4762)  loss_vfl_dn_1: 0.4156 (0.4195)  loss_vfl_dn_2: 0.4030 (0.4021)  loss_vfl_dn_3: 0.3983 (0.3944)  loss_vfl_dn_4: 0.3948 (0.3916)  loss_vfl_dn_5: 0.3936 (0.3910)  time: 0.4667  data: 0.0137  max mem: 5653
Epoch: [13]  [6600/7393]  eta: 0:06:18  lr: 0.000010  loss: 17.0135 (17.8878)  loss_bbox: 0.1529 (0.1769)  loss_bbox_aux_0: 0.1716 (0.1908)  loss_bbox_aux_1: 0.1642 (0.1811)  loss_bbox_aux_2: 0.1608 (0.1788)  loss_bbox_aux_3: 0.1596 (0.1771)  loss_bbox_aux_4: 0.1528 (0.1768)  loss_bbox_aux_5: 0.2122 (0.2340)  loss_bbox_dn_0: 0.2934 (0.3238)  loss_bbox_dn_1: 0.2123 (0.2535)  loss_bbox_dn_2: 0.1904 (0.2331)  loss_bbox_dn_3: 0.1810 (0.2253)  loss_bbox_dn_4: 0.1782 (0.2230)  loss_bbox_dn_5: 0.1781 (0.2230)  loss_giou: 0.5153 (0.5242)  loss_giou_aux_0: 0.5543 (0.5513)  loss_giou_aux_1: 0.5229 (0.5334)  loss_giou_aux_2: 0.5251 (0.5286)  loss_giou_aux_3: 0.5078 (0.5252)  loss_giou_aux_4: 0.5073 (0.5244)  loss_giou_aux_5: 0.6085 (0.6253)  loss_giou_dn_0: 0.6520 (0.6589)  loss_giou_dn_1: 0.5422 (0.5553)  loss_giou_dn_2: 0.5198 (0.5288)  loss_giou_dn_3: 0.5066 (0.5202)  loss_giou_dn_4: 0.5069 (0.5179)  loss_giou_dn_5: 0.5069 (0.5181)  loss_vfl: 0.6925 (0.7340)  loss_vfl_aux_0: 0.8181 (0.8669)  loss_vfl_aux_1: 0.7830 (0.8141)  loss_vfl_aux_2: 0.7399 (0.7670)  loss_vfl_aux_3: 0.7140 (0.7454)  loss_vfl_aux_4: 0.7126 (0.7367)  loss_vfl_aux_5: 0.8247 (0.8403)  loss_vfl_dn_0: 0.4707 (0.4762)  loss_vfl_dn_1: 0.4152 (0.4195)  loss_vfl_dn_2: 0.3966 (0.4020)  loss_vfl_dn_3: 0.3867 (0.3944)  loss_vfl_dn_4: 0.3861 (0.3915)  loss_vfl_dn_5: 0.3862 (0.3909)  time: 0.4690  data: 0.0141  max mem: 5653
Epoch: [13]  [6700/7393]  eta: 0:05:30  lr: 0.000010  loss: 18.1156 (17.8912)  loss_bbox: 0.1670 (0.1770)  loss_bbox_aux_0: 0.1859 (0.1909)  loss_bbox_aux_1: 0.1773 (0.1811)  loss_bbox_aux_2: 0.1785 (0.1789)  loss_bbox_aux_3: 0.1746 (0.1771)  loss_bbox_aux_4: 0.1793 (0.1769)  loss_bbox_aux_5: 0.2184 (0.2341)  loss_bbox_dn_0: 0.3059 (0.3239)  loss_bbox_dn_1: 0.2450 (0.2536)  loss_bbox_dn_2: 0.2154 (0.2332)  loss_bbox_dn_3: 0.2061 (0.2254)  loss_bbox_dn_4: 0.2058 (0.2231)  loss_bbox_dn_5: 0.2047 (0.2231)  loss_giou: 0.5738 (0.5244)  loss_giou_aux_0: 0.5783 (0.5515)  loss_giou_aux_1: 0.5824 (0.5336)  loss_giou_aux_2: 0.5776 (0.5287)  loss_giou_aux_3: 0.5710 (0.5254)  loss_giou_aux_4: 0.5715 (0.5246)  loss_giou_aux_5: 0.6577 (0.6255)  loss_giou_dn_0: 0.6822 (0.6591)  loss_giou_dn_1: 0.5868 (0.5555)  loss_giou_dn_2: 0.5562 (0.5290)  loss_giou_dn_3: 0.5452 (0.5204)  loss_giou_dn_4: 0.5444 (0.5181)  loss_giou_dn_5: 0.5442 (0.5183)  loss_vfl: 0.7395 (0.7340)  loss_vfl_aux_0: 0.8314 (0.8667)  loss_vfl_aux_1: 0.7775 (0.8140)  loss_vfl_aux_2: 0.7465 (0.7670)  loss_vfl_aux_3: 0.7299 (0.7454)  loss_vfl_aux_4: 0.7427 (0.7367)  loss_vfl_aux_5: 0.8378 (0.8404)  loss_vfl_dn_0: 0.4764 (0.4762)  loss_vfl_dn_1: 0.4147 (0.4194)  loss_vfl_dn_2: 0.4012 (0.4020)  loss_vfl_dn_3: 0.3939 (0.3944)  loss_vfl_dn_4: 0.3923 (0.3915)  loss_vfl_dn_5: 0.3927 (0.3909)  time: 0.4626  data: 0.0147  max mem: 5653
Epoch: [13]  [6800/7393]  eta: 0:04:43  lr: 0.000010  loss: 17.3800 (17.8883)  loss_bbox: 0.1439 (0.1769)  loss_bbox_aux_0: 0.1637 (0.1908)  loss_bbox_aux_1: 0.1544 (0.1811)  loss_bbox_aux_2: 0.1492 (0.1788)  loss_bbox_aux_3: 0.1439 (0.1771)  loss_bbox_aux_4: 0.1429 (0.1768)  loss_bbox_aux_5: 0.2030 (0.2340)  loss_bbox_dn_0: 0.2717 (0.3238)  loss_bbox_dn_1: 0.2093 (0.2536)  loss_bbox_dn_2: 0.1909 (0.2332)  loss_bbox_dn_3: 0.1846 (0.2254)  loss_bbox_dn_4: 0.1838 (0.2231)  loss_bbox_dn_5: 0.1837 (0.2231)  loss_giou: 0.4811 (0.5240)  loss_giou_aux_0: 0.5131 (0.5512)  loss_giou_aux_1: 0.4874 (0.5333)  loss_giou_aux_2: 0.4856 (0.5284)  loss_giou_aux_3: 0.4852 (0.5251)  loss_giou_aux_4: 0.4848 (0.5243)  loss_giou_aux_5: 0.5854 (0.6252)  loss_giou_dn_0: 0.6320 (0.6589)  loss_giou_dn_1: 0.5351 (0.5553)  loss_giou_dn_2: 0.5135 (0.5288)  loss_giou_dn_3: 0.5008 (0.5202)  loss_giou_dn_4: 0.4986 (0.5179)  loss_giou_dn_5: 0.4990 (0.5181)  loss_vfl: 0.7189 (0.7342)  loss_vfl_aux_0: 0.8694 (0.8668)  loss_vfl_aux_1: 0.8008 (0.8142)  loss_vfl_aux_2: 0.7757 (0.7672)  loss_vfl_aux_3: 0.7584 (0.7456)  loss_vfl_aux_4: 0.7313 (0.7369)  loss_vfl_aux_5: 0.8362 (0.8406)  loss_vfl_dn_0: 0.4699 (0.4762)  loss_vfl_dn_1: 0.4131 (0.4194)  loss_vfl_dn_2: 0.3944 (0.4020)  loss_vfl_dn_3: 0.3863 (0.3944)  loss_vfl_dn_4: 0.3831 (0.3915)  loss_vfl_dn_5: 0.3830 (0.3909)  time: 0.4716  data: 0.0146  max mem: 5653
Epoch: [13]  [6900/7393]  eta: 0:03:55  lr: 0.000010  loss: 17.4591 (17.8880)  loss_bbox: 0.1683 (0.1770)  loss_bbox_aux_0: 0.1897 (0.1909)  loss_bbox_aux_1: 0.1726 (0.1811)  loss_bbox_aux_2: 0.1723 (0.1789)  loss_bbox_aux_3: 0.1657 (0.1771)  loss_bbox_aux_4: 0.1694 (0.1769)  loss_bbox_aux_5: 0.2205 (0.2340)  loss_bbox_dn_0: 0.2804 (0.3239)  loss_bbox_dn_1: 0.2332 (0.2536)  loss_bbox_dn_2: 0.2128 (0.2332)  loss_bbox_dn_3: 0.2061 (0.2254)  loss_bbox_dn_4: 0.2051 (0.2232)  loss_bbox_dn_5: 0.2050 (0.2231)  loss_giou: 0.5253 (0.5241)  loss_giou_aux_0: 0.5512 (0.5512)  loss_giou_aux_1: 0.5434 (0.5333)  loss_giou_aux_2: 0.5334 (0.5284)  loss_giou_aux_3: 0.5286 (0.5251)  loss_giou_aux_4: 0.5169 (0.5243)  loss_giou_aux_5: 0.6203 (0.6252)  loss_giou_dn_0: 0.6453 (0.6588)  loss_giou_dn_1: 0.5266 (0.5553)  loss_giou_dn_2: 0.5007 (0.5288)  loss_giou_dn_3: 0.5004 (0.5201)  loss_giou_dn_4: 0.4998 (0.5179)  loss_giou_dn_5: 0.4998 (0.5180)  loss_vfl: 0.7214 (0.7341)  loss_vfl_aux_0: 0.8276 (0.8668)  loss_vfl_aux_1: 0.7773 (0.8140)  loss_vfl_aux_2: 0.7666 (0.7671)  loss_vfl_aux_3: 0.7432 (0.7455)  loss_vfl_aux_4: 0.7245 (0.7368)  loss_vfl_aux_5: 0.8082 (0.8407)  loss_vfl_dn_0: 0.4702 (0.4762)  loss_vfl_dn_1: 0.4158 (0.4194)  loss_vfl_dn_2: 0.3978 (0.4020)  loss_vfl_dn_3: 0.3893 (0.3943)  loss_vfl_dn_4: 0.3870 (0.3915)  loss_vfl_dn_5: 0.3875 (0.3909)  time: 0.4645  data: 0.0142  max mem: 5653
Epoch: [13]  [7000/7393]  eta: 0:03:07  lr: 0.000010  loss: 19.0255 (17.8902)  loss_bbox: 0.1860 (0.1771)  loss_bbox_aux_0: 0.2017 (0.1909)  loss_bbox_aux_1: 0.1954 (0.1812)  loss_bbox_aux_2: 0.1821 (0.1789)  loss_bbox_aux_3: 0.1906 (0.1772)  loss_bbox_aux_4: 0.1924 (0.1770)  loss_bbox_aux_5: 0.2545 (0.2341)  loss_bbox_dn_0: 0.3304 (0.3239)  loss_bbox_dn_1: 0.2559 (0.2536)  loss_bbox_dn_2: 0.2327 (0.2333)  loss_bbox_dn_3: 0.2189 (0.2254)  loss_bbox_dn_4: 0.2175 (0.2232)  loss_bbox_dn_5: 0.2175 (0.2231)  loss_giou: 0.5479 (0.5241)  loss_giou_aux_0: 0.5764 (0.5512)  loss_giou_aux_1: 0.5587 (0.5334)  loss_giou_aux_2: 0.5591 (0.5285)  loss_giou_aux_3: 0.5586 (0.5252)  loss_giou_aux_4: 0.5586 (0.5244)  loss_giou_aux_5: 0.6564 (0.6253)  loss_giou_dn_0: 0.6778 (0.6588)  loss_giou_dn_1: 0.5805 (0.5553)  loss_giou_dn_2: 0.5598 (0.5288)  loss_giou_dn_3: 0.5544 (0.5202)  loss_giou_dn_4: 0.5528 (0.5179)  loss_giou_dn_5: 0.5528 (0.5181)  loss_vfl: 0.7080 (0.7343)  loss_vfl_aux_0: 0.8495 (0.8669)  loss_vfl_aux_1: 0.7695 (0.8141)  loss_vfl_aux_2: 0.7354 (0.7672)  loss_vfl_aux_3: 0.7205 (0.7456)  loss_vfl_aux_4: 0.7179 (0.7369)  loss_vfl_aux_5: 0.8066 (0.8407)  loss_vfl_dn_0: 0.4634 (0.4762)  loss_vfl_dn_1: 0.4116 (0.4194)  loss_vfl_dn_2: 0.3954 (0.4020)  loss_vfl_dn_3: 0.3910 (0.3943)  loss_vfl_dn_4: 0.3891 (0.3915)  loss_vfl_dn_5: 0.3887 (0.3909)  time: 0.4779  data: 0.0143  max mem: 5653
Epoch: [13]  [7100/7393]  eta: 0:02:19  lr: 0.000010  loss: 18.5102 (17.8922)  loss_bbox: 0.1703 (0.1771)  loss_bbox_aux_0: 0.1950 (0.1910)  loss_bbox_aux_1: 0.1792 (0.1812)  loss_bbox_aux_2: 0.1709 (0.1790)  loss_bbox_aux_3: 0.1706 (0.1772)  loss_bbox_aux_4: 0.1663 (0.1770)  loss_bbox_aux_5: 0.2444 (0.2341)  loss_bbox_dn_0: 0.3324 (0.3239)  loss_bbox_dn_1: 0.2601 (0.2536)  loss_bbox_dn_2: 0.2282 (0.2332)  loss_bbox_dn_3: 0.2209 (0.2254)  loss_bbox_dn_4: 0.2222 (0.2231)  loss_bbox_dn_5: 0.2224 (0.2231)  loss_giou: 0.5177 (0.5243)  loss_giou_aux_0: 0.5615 (0.5514)  loss_giou_aux_1: 0.5330 (0.5336)  loss_giou_aux_2: 0.5315 (0.5287)  loss_giou_aux_3: 0.5213 (0.5254)  loss_giou_aux_4: 0.5110 (0.5246)  loss_giou_aux_5: 0.6300 (0.6255)  loss_giou_dn_0: 0.6780 (0.6589)  loss_giou_dn_1: 0.5510 (0.5554)  loss_giou_dn_2: 0.5172 (0.5289)  loss_giou_dn_3: 0.5084 (0.5203)  loss_giou_dn_4: 0.5061 (0.5180)  loss_giou_dn_5: 0.5066 (0.5182)  loss_vfl: 0.7593 (0.7343)  loss_vfl_aux_0: 0.8837 (0.8669)  loss_vfl_aux_1: 0.8549 (0.8140)  loss_vfl_aux_2: 0.7923 (0.7672)  loss_vfl_aux_3: 0.7734 (0.7457)  loss_vfl_aux_4: 0.7744 (0.7370)  loss_vfl_aux_5: 0.8248 (0.8406)  loss_vfl_dn_0: 0.4795 (0.4762)  loss_vfl_dn_1: 0.4187 (0.4194)  loss_vfl_dn_2: 0.3995 (0.4020)  loss_vfl_dn_3: 0.3927 (0.3943)  loss_vfl_dn_4: 0.3884 (0.3915)  loss_vfl_dn_5: 0.3885 (0.3909)  time: 0.4800  data: 0.0139  max mem: 5653
Epoch: [13]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 18.4451 (17.8939)  loss_bbox: 0.1745 (0.1771)  loss_bbox_aux_0: 0.1852 (0.1910)  loss_bbox_aux_1: 0.1787 (0.1813)  loss_bbox_aux_2: 0.1782 (0.1790)  loss_bbox_aux_3: 0.1778 (0.1772)  loss_bbox_aux_4: 0.1885 (0.1770)  loss_bbox_aux_5: 0.2335 (0.2341)  loss_bbox_dn_0: 0.3164 (0.3239)  loss_bbox_dn_1: 0.2470 (0.2536)  loss_bbox_dn_2: 0.2187 (0.2333)  loss_bbox_dn_3: 0.2122 (0.2254)  loss_bbox_dn_4: 0.2110 (0.2232)  loss_bbox_dn_5: 0.2109 (0.2231)  loss_giou: 0.5302 (0.5243)  loss_giou_aux_0: 0.5477 (0.5514)  loss_giou_aux_1: 0.5359 (0.5336)  loss_giou_aux_2: 0.5344 (0.5287)  loss_giou_aux_3: 0.5346 (0.5253)  loss_giou_aux_4: 0.5306 (0.5245)  loss_giou_aux_5: 0.6142 (0.6255)  loss_giou_dn_0: 0.6705 (0.6589)  loss_giou_dn_1: 0.5636 (0.5554)  loss_giou_dn_2: 0.5459 (0.5289)  loss_giou_dn_3: 0.5412 (0.5203)  loss_giou_dn_4: 0.5404 (0.5180)  loss_giou_dn_5: 0.5410 (0.5182)  loss_vfl: 0.7819 (0.7346)  loss_vfl_aux_0: 0.8808 (0.8671)  loss_vfl_aux_1: 0.8487 (0.8142)  loss_vfl_aux_2: 0.7950 (0.7674)  loss_vfl_aux_3: 0.7743 (0.7459)  loss_vfl_aux_4: 0.7766 (0.7372)  loss_vfl_aux_5: 0.8645 (0.8408)  loss_vfl_dn_0: 0.4763 (0.4762)  loss_vfl_dn_1: 0.4237 (0.4195)  loss_vfl_dn_2: 0.4103 (0.4021)  loss_vfl_dn_3: 0.4013 (0.3944)  loss_vfl_dn_4: 0.3967 (0.3916)  loss_vfl_dn_5: 0.3966 (0.3909)  time: 0.4673  data: 0.0141  max mem: 5653
Epoch: [13]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 18.0415 (17.8927)  loss_bbox: 0.1869 (0.1771)  loss_bbox_aux_0: 0.1836 (0.1909)  loss_bbox_aux_1: 0.1868 (0.1812)  loss_bbox_aux_2: 0.1741 (0.1790)  loss_bbox_aux_3: 0.1822 (0.1772)  loss_bbox_aux_4: 0.1838 (0.1770)  loss_bbox_aux_5: 0.2243 (0.2340)  loss_bbox_dn_0: 0.3244 (0.3238)  loss_bbox_dn_1: 0.2528 (0.2536)  loss_bbox_dn_2: 0.2229 (0.2332)  loss_bbox_dn_3: 0.2197 (0.2254)  loss_bbox_dn_4: 0.2192 (0.2232)  loss_bbox_dn_5: 0.2191 (0.2231)  loss_giou: 0.5237 (0.5243)  loss_giou_aux_0: 0.5387 (0.5514)  loss_giou_aux_1: 0.5275 (0.5335)  loss_giou_aux_2: 0.5260 (0.5286)  loss_giou_aux_3: 0.5232 (0.5253)  loss_giou_aux_4: 0.5241 (0.5245)  loss_giou_aux_5: 0.6219 (0.6254)  loss_giou_dn_0: 0.6501 (0.6589)  loss_giou_dn_1: 0.5708 (0.5554)  loss_giou_dn_2: 0.5405 (0.5289)  loss_giou_dn_3: 0.5266 (0.5203)  loss_giou_dn_4: 0.5253 (0.5180)  loss_giou_dn_5: 0.5251 (0.5182)  loss_vfl: 0.6948 (0.7345)  loss_vfl_aux_0: 0.8077 (0.8671)  loss_vfl_aux_1: 0.7741 (0.8141)  loss_vfl_aux_2: 0.7327 (0.7674)  loss_vfl_aux_3: 0.7032 (0.7458)  loss_vfl_aux_4: 0.7016 (0.7372)  loss_vfl_aux_5: 0.8009 (0.8408)  loss_vfl_dn_0: 0.4700 (0.4762)  loss_vfl_dn_1: 0.4114 (0.4194)  loss_vfl_dn_2: 0.4025 (0.4020)  loss_vfl_dn_3: 0.3965 (0.3944)  loss_vfl_dn_4: 0.3941 (0.3915)  loss_vfl_dn_5: 0.3923 (0.3909)  time: 0.4647  data: 0.0138  max mem: 5653
Epoch: [13]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 18.0299 (17.8916)  loss_bbox: 0.1841 (0.1771)  loss_bbox_aux_0: 0.1904 (0.1909)  loss_bbox_aux_1: 0.1858 (0.1812)  loss_bbox_aux_2: 0.1804 (0.1790)  loss_bbox_aux_3: 0.1836 (0.1772)  loss_bbox_aux_4: 0.1840 (0.1770)  loss_bbox_aux_5: 0.2327 (0.2341)  loss_bbox_dn_0: 0.3522 (0.3239)  loss_bbox_dn_1: 0.2688 (0.2537)  loss_bbox_dn_2: 0.2447 (0.2332)  loss_bbox_dn_3: 0.2380 (0.2254)  loss_bbox_dn_4: 0.2328 (0.2232)  loss_bbox_dn_5: 0.2326 (0.2232)  loss_giou: 0.5214 (0.5242)  loss_giou_aux_0: 0.5656 (0.5513)  loss_giou_aux_1: 0.5336 (0.5335)  loss_giou_aux_2: 0.5180 (0.5286)  loss_giou_aux_3: 0.5208 (0.5253)  loss_giou_aux_4: 0.5188 (0.5245)  loss_giou_aux_5: 0.6418 (0.6254)  loss_giou_dn_0: 0.6657 (0.6587)  loss_giou_dn_1: 0.5673 (0.5553)  loss_giou_dn_2: 0.5310 (0.5288)  loss_giou_dn_3: 0.5182 (0.5202)  loss_giou_dn_4: 0.5185 (0.5179)  loss_giou_dn_5: 0.5191 (0.5181)  loss_vfl: 0.7216 (0.7345)  loss_vfl_aux_0: 0.8636 (0.8671)  loss_vfl_aux_1: 0.8087 (0.8140)  loss_vfl_aux_2: 0.7560 (0.7673)  loss_vfl_aux_3: 0.7473 (0.7458)  loss_vfl_aux_4: 0.7272 (0.7372)  loss_vfl_aux_5: 0.8375 (0.8407)  loss_vfl_dn_0: 0.4785 (0.4762)  loss_vfl_dn_1: 0.4243 (0.4194)  loss_vfl_dn_2: 0.4074 (0.4020)  loss_vfl_dn_3: 0.4018 (0.3943)  loss_vfl_dn_4: 0.3984 (0.3915)  loss_vfl_dn_5: 0.3960 (0.3908)  time: 0.4799  data: 0.0138  max mem: 5653
Epoch: [13] Total time: 0:58:47 (0.4771 s / it)
Averaged stats: lr: 0.000010  loss: 18.0299 (17.8916)  loss_bbox: 0.1841 (0.1771)  loss_bbox_aux_0: 0.1904 (0.1909)  loss_bbox_aux_1: 0.1858 (0.1812)  loss_bbox_aux_2: 0.1804 (0.1790)  loss_bbox_aux_3: 0.1836 (0.1772)  loss_bbox_aux_4: 0.1840 (0.1770)  loss_bbox_aux_5: 0.2327 (0.2341)  loss_bbox_dn_0: 0.3522 (0.3239)  loss_bbox_dn_1: 0.2688 (0.2537)  loss_bbox_dn_2: 0.2447 (0.2332)  loss_bbox_dn_3: 0.2380 (0.2254)  loss_bbox_dn_4: 0.2328 (0.2232)  loss_bbox_dn_5: 0.2326 (0.2232)  loss_giou: 0.5214 (0.5242)  loss_giou_aux_0: 0.5656 (0.5513)  loss_giou_aux_1: 0.5336 (0.5335)  loss_giou_aux_2: 0.5180 (0.5286)  loss_giou_aux_3: 0.5208 (0.5253)  loss_giou_aux_4: 0.5188 (0.5245)  loss_giou_aux_5: 0.6418 (0.6254)  loss_giou_dn_0: 0.6657 (0.6587)  loss_giou_dn_1: 0.5673 (0.5553)  loss_giou_dn_2: 0.5310 (0.5288)  loss_giou_dn_3: 0.5182 (0.5202)  loss_giou_dn_4: 0.5185 (0.5179)  loss_giou_dn_5: 0.5191 (0.5181)  loss_vfl: 0.7216 (0.7345)  loss_vfl_aux_0: 0.8636 (0.8671)  loss_vfl_aux_1: 0.8087 (0.8140)  loss_vfl_aux_2: 0.7560 (0.7673)  loss_vfl_aux_3: 0.7473 (0.7458)  loss_vfl_aux_4: 0.7272 (0.7372)  loss_vfl_aux_5: 0.8375 (0.8407)  loss_vfl_dn_0: 0.4785 (0.4762)  loss_vfl_dn_1: 0.4243 (0.4194)  loss_vfl_dn_2: 0.4074 (0.4020)  loss_vfl_dn_3: 0.4018 (0.3943)  loss_vfl_dn_4: 0.3984 (0.3915)  loss_vfl_dn_5: 0.3960 (0.3908)
Test:  [  0/157]  eta: 0:03:56    time: 1.5083  data: 1.1073  max mem: 5653
Test:  [ 10/157]  eta: 0:02:37    time: 1.0728  data: 0.1229  max mem: 5653
Test:  [ 20/157]  eta: 0:01:41    time: 0.7049  data: 0.0252  max mem: 5653
Test:  [ 30/157]  eta: 0:01:19    time: 0.3800  data: 0.0256  max mem: 5653
Test:  [ 40/157]  eta: 0:01:06    time: 0.3819  data: 0.0254  max mem: 5653
Test:  [ 50/157]  eta: 0:00:56    time: 0.3877  data: 0.0255  max mem: 5653
Test:  [ 60/157]  eta: 0:00:49    time: 0.3937  data: 0.0257  max mem: 5653
Test:  [ 70/157]  eta: 0:00:42    time: 0.3871  data: 0.0257  max mem: 5653
Test:  [ 80/157]  eta: 0:00:36    time: 0.3894  data: 0.0260  max mem: 5653
Test:  [ 90/157]  eta: 0:00:31    time: 0.3930  data: 0.0261  max mem: 5653
Test:  [100/157]  eta: 0:00:26    time: 0.3802  data: 0.0253  max mem: 5653
Test:  [110/157]  eta: 0:00:21    time: 0.3845  data: 0.0253  max mem: 5653
Test:  [120/157]  eta: 0:00:18    time: 0.6546  data: 0.0256  max mem: 5653
Test:  [130/157]  eta: 0:00:13    time: 0.6500  data: 0.0256  max mem: 5653
Test:  [140/157]  eta: 0:00:08    time: 0.3772  data: 0.0257  max mem: 5653
Test:  [150/157]  eta: 0:00:03    time: 0.3636  data: 0.0258  max mem: 5653
Test:  [156/157]  eta: 0:00:00    time: 0.3528  data: 0.0251  max mem: 5653
Test: Total time: 0:01:13 (0.4658 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=31.20s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.492
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.670
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.534
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.310
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.538
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.675
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.377
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.627
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.699
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.514
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.747
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.879
best_stat:  {'epoch': 13, 'coco_eval_bbox': 0.4917301957100251}
Epoch: [14]  [   0/7393]  eta: 1 day, 1:11:48  lr: 0.000010  loss: 17.2069 (17.2069)  loss_bbox: 0.1541 (0.1541)  loss_bbox_aux_0: 0.1870 (0.1870)  loss_bbox_aux_1: 0.1559 (0.1559)  loss_bbox_aux_2: 0.1685 (0.1685)  loss_bbox_aux_3: 0.1503 (0.1503)  loss_bbox_aux_4: 0.1503 (0.1503)  loss_bbox_aux_5: 0.2481 (0.2481)  loss_bbox_dn_0: 0.3129 (0.3129)  loss_bbox_dn_1: 0.2411 (0.2411)  loss_bbox_dn_2: 0.2218 (0.2218)  loss_bbox_dn_3: 0.2164 (0.2164)  loss_bbox_dn_4: 0.2137 (0.2137)  loss_bbox_dn_5: 0.2132 (0.2132)  loss_giou: 0.4400 (0.4400)  loss_giou_aux_0: 0.4852 (0.4852)  loss_giou_aux_1: 0.4566 (0.4566)  loss_giou_aux_2: 0.4625 (0.4625)  loss_giou_aux_3: 0.4376 (0.4376)  loss_giou_aux_4: 0.4345 (0.4345)  loss_giou_aux_5: 0.5986 (0.5986)  loss_giou_dn_0: 0.6419 (0.6419)  loss_giou_dn_1: 0.5331 (0.5331)  loss_giou_dn_2: 0.5089 (0.5089)  loss_giou_dn_3: 0.4946 (0.4946)  loss_giou_dn_4: 0.4882 (0.4882)  loss_giou_dn_5: 0.4879 (0.4879)  loss_vfl: 0.7773 (0.7773)  loss_vfl_aux_0: 0.8940 (0.8940)  loss_vfl_aux_1: 0.8553 (0.8553)  loss_vfl_aux_2: 0.7797 (0.7797)  loss_vfl_aux_3: 0.8113 (0.8113)  loss_vfl_aux_4: 0.7800 (0.7800)  loss_vfl_aux_5: 0.8163 (0.8163)  loss_vfl_dn_0: 0.4809 (0.4809)  loss_vfl_dn_1: 0.4073 (0.4073)  loss_vfl_dn_2: 0.3838 (0.3838)  loss_vfl_dn_3: 0.3761 (0.3761)  loss_vfl_dn_4: 0.3721 (0.3721)  loss_vfl_dn_5: 0.3700 (0.3700)  time: 12.2695  data: 1.0989  max mem: 5653
Epoch: [14]  [ 100/7393]  eta: 1:12:57  lr: 0.000010  loss: 17.4618 (17.8073)  loss_bbox: 0.1617 (0.1727)  loss_bbox_aux_0: 0.1740 (0.1879)  loss_bbox_aux_1: 0.1614 (0.1778)  loss_bbox_aux_2: 0.1654 (0.1758)  loss_bbox_aux_3: 0.1640 (0.1730)  loss_bbox_aux_4: 0.1593 (0.1725)  loss_bbox_aux_5: 0.2014 (0.2302)  loss_bbox_dn_0: 0.2515 (0.3127)  loss_bbox_dn_1: 0.1918 (0.2444)  loss_bbox_dn_2: 0.1808 (0.2236)  loss_bbox_dn_3: 0.1732 (0.2161)  loss_bbox_dn_4: 0.1728 (0.2141)  loss_bbox_dn_5: 0.1728 (0.2141)  loss_giou: 0.5076 (0.5348)  loss_giou_aux_0: 0.5173 (0.5624)  loss_giou_aux_1: 0.5361 (0.5457)  loss_giou_aux_2: 0.5197 (0.5412)  loss_giou_aux_3: 0.5155 (0.5366)  loss_giou_aux_4: 0.5025 (0.5341)  loss_giou_aux_5: 0.5967 (0.6357)  loss_giou_dn_0: 0.6570 (0.6608)  loss_giou_dn_1: 0.5430 (0.5593)  loss_giou_dn_2: 0.5183 (0.5320)  loss_giou_dn_3: 0.5108 (0.5233)  loss_giou_dn_4: 0.5114 (0.5210)  loss_giou_dn_5: 0.5118 (0.5212)  loss_vfl: 0.6790 (0.7240)  loss_vfl_aux_0: 0.8540 (0.8584)  loss_vfl_aux_1: 0.7978 (0.8047)  loss_vfl_aux_2: 0.7140 (0.7550)  loss_vfl_aux_3: 0.7197 (0.7341)  loss_vfl_aux_4: 0.7122 (0.7273)  loss_vfl_aux_5: 0.8085 (0.8314)  loss_vfl_dn_0: 0.4748 (0.4737)  loss_vfl_dn_1: 0.4152 (0.4162)  loss_vfl_dn_2: 0.3962 (0.3973)  loss_vfl_dn_3: 0.3883 (0.3894)  loss_vfl_dn_4: 0.3842 (0.3866)  loss_vfl_dn_5: 0.3833 (0.3862)  time: 0.4897  data: 0.0162  max mem: 5653
Epoch: [14]  [ 200/7393]  eta: 1:04:46  lr: 0.000010  loss: 17.3738 (17.7748)  loss_bbox: 0.1719 (0.1746)  loss_bbox_aux_0: 0.1774 (0.1876)  loss_bbox_aux_1: 0.1771 (0.1793)  loss_bbox_aux_2: 0.1688 (0.1773)  loss_bbox_aux_3: 0.1704 (0.1751)  loss_bbox_aux_4: 0.1692 (0.1746)  loss_bbox_aux_5: 0.2314 (0.2311)  loss_bbox_dn_0: 0.2956 (0.3178)  loss_bbox_dn_1: 0.2342 (0.2480)  loss_bbox_dn_2: 0.2200 (0.2267)  loss_bbox_dn_3: 0.2137 (0.2193)  loss_bbox_dn_4: 0.2117 (0.2174)  loss_bbox_dn_5: 0.2113 (0.2173)  loss_giou: 0.4640 (0.5315)  loss_giou_aux_0: 0.4847 (0.5567)  loss_giou_aux_1: 0.4867 (0.5417)  loss_giou_aux_2: 0.4656 (0.5373)  loss_giou_aux_3: 0.4660 (0.5336)  loss_giou_aux_4: 0.4626 (0.5314)  loss_giou_aux_5: 0.5757 (0.6314)  loss_giou_dn_0: 0.6280 (0.6594)  loss_giou_dn_1: 0.5325 (0.5564)  loss_giou_dn_2: 0.5057 (0.5289)  loss_giou_dn_3: 0.4930 (0.5204)  loss_giou_dn_4: 0.4919 (0.5183)  loss_giou_dn_5: 0.4924 (0.5185)  loss_vfl: 0.7088 (0.7209)  loss_vfl_aux_0: 0.8569 (0.8605)  loss_vfl_aux_1: 0.7918 (0.7979)  loss_vfl_aux_2: 0.7527 (0.7492)  loss_vfl_aux_3: 0.7170 (0.7288)  loss_vfl_aux_4: 0.7166 (0.7237)  loss_vfl_aux_5: 0.8603 (0.8345)  loss_vfl_dn_0: 0.4754 (0.4731)  loss_vfl_dn_1: 0.4189 (0.4157)  loss_vfl_dn_2: 0.3994 (0.3972)  loss_vfl_dn_3: 0.3928 (0.3894)  loss_vfl_dn_4: 0.3897 (0.3865)  loss_vfl_dn_5: 0.3887 (0.3859)  time: 0.4782  data: 0.0148  max mem: 5653
Epoch: [14]  [ 300/7393]  eta: 1:00:58  lr: 0.000010  loss: 18.0364 (17.8060)  loss_bbox: 0.1759 (0.1768)  loss_bbox_aux_0: 0.1912 (0.1904)  loss_bbox_aux_1: 0.1795 (0.1818)  loss_bbox_aux_2: 0.1794 (0.1788)  loss_bbox_aux_3: 0.1779 (0.1770)  loss_bbox_aux_4: 0.1759 (0.1765)  loss_bbox_aux_5: 0.2436 (0.2341)  loss_bbox_dn_0: 0.2897 (0.3184)  loss_bbox_dn_1: 0.2309 (0.2486)  loss_bbox_dn_2: 0.2128 (0.2279)  loss_bbox_dn_3: 0.2097 (0.2207)  loss_bbox_dn_4: 0.2085 (0.2189)  loss_bbox_dn_5: 0.2094 (0.2188)  loss_giou: 0.5723 (0.5296)  loss_giou_aux_0: 0.5976 (0.5554)  loss_giou_aux_1: 0.5790 (0.5393)  loss_giou_aux_2: 0.5768 (0.5344)  loss_giou_aux_3: 0.5771 (0.5310)  loss_giou_aux_4: 0.5723 (0.5294)  loss_giou_aux_5: 0.6688 (0.6300)  loss_giou_dn_0: 0.6665 (0.6578)  loss_giou_dn_1: 0.5563 (0.5553)  loss_giou_dn_2: 0.5342 (0.5282)  loss_giou_dn_3: 0.5254 (0.5198)  loss_giou_dn_4: 0.5231 (0.5177)  loss_giou_dn_5: 0.5234 (0.5179)  loss_vfl: 0.7145 (0.7251)  loss_vfl_aux_0: 0.8141 (0.8603)  loss_vfl_aux_1: 0.7862 (0.8005)  loss_vfl_aux_2: 0.7524 (0.7555)  loss_vfl_aux_3: 0.7101 (0.7345)  loss_vfl_aux_4: 0.7164 (0.7283)  loss_vfl_aux_5: 0.8228 (0.8358)  loss_vfl_dn_0: 0.4683 (0.4737)  loss_vfl_dn_1: 0.4098 (0.4163)  loss_vfl_dn_2: 0.3967 (0.3979)  loss_vfl_dn_3: 0.3894 (0.3901)  loss_vfl_dn_4: 0.3848 (0.3872)  loss_vfl_dn_5: 0.3840 (0.3868)  time: 0.4631  data: 0.0155  max mem: 5653
Epoch: [14]  [ 400/7393]  eta: 0:58:42  lr: 0.000010  loss: 17.6279 (17.7759)  loss_bbox: 0.1821 (0.1785)  loss_bbox_aux_0: 0.1877 (0.1922)  loss_bbox_aux_1: 0.1833 (0.1832)  loss_bbox_aux_2: 0.1831 (0.1804)  loss_bbox_aux_3: 0.1824 (0.1789)  loss_bbox_aux_4: 0.1765 (0.1780)  loss_bbox_aux_5: 0.2378 (0.2366)  loss_bbox_dn_0: 0.3100 (0.3265)  loss_bbox_dn_1: 0.2456 (0.2553)  loss_bbox_dn_2: 0.2311 (0.2339)  loss_bbox_dn_3: 0.2255 (0.2263)  loss_bbox_dn_4: 0.2194 (0.2245)  loss_bbox_dn_5: 0.2191 (0.2244)  loss_giou: 0.5034 (0.5207)  loss_giou_aux_0: 0.5396 (0.5472)  loss_giou_aux_1: 0.4986 (0.5305)  loss_giou_aux_2: 0.5156 (0.5260)  loss_giou_aux_3: 0.5084 (0.5225)  loss_giou_aux_4: 0.5035 (0.5205)  loss_giou_aux_5: 0.5983 (0.6219)  loss_giou_dn_0: 0.6296 (0.6531)  loss_giou_dn_1: 0.5199 (0.5506)  loss_giou_dn_2: 0.4929 (0.5234)  loss_giou_dn_3: 0.4838 (0.5149)  loss_giou_dn_4: 0.4815 (0.5127)  loss_giou_dn_5: 0.4821 (0.5129)  loss_vfl: 0.7352 (0.7254)  loss_vfl_aux_0: 0.8502 (0.8600)  loss_vfl_aux_1: 0.8258 (0.8032)  loss_vfl_aux_2: 0.7489 (0.7558)  loss_vfl_aux_3: 0.7393 (0.7346)  loss_vfl_aux_4: 0.7305 (0.7290)  loss_vfl_aux_5: 0.8307 (0.8376)  loss_vfl_dn_0: 0.4798 (0.4745)  loss_vfl_dn_1: 0.4143 (0.4165)  loss_vfl_dn_2: 0.3992 (0.3984)  loss_vfl_dn_3: 0.3931 (0.3904)  loss_vfl_dn_4: 0.3872 (0.3876)  loss_vfl_dn_5: 0.3873 (0.3871)  time: 0.4687  data: 0.0152  max mem: 5653
Epoch: [14]  [ 500/7393]  eta: 0:57:02  lr: 0.000010  loss: 17.8826 (17.7860)  loss_bbox: 0.1828 (0.1782)  loss_bbox_aux_0: 0.1849 (0.1916)  loss_bbox_aux_1: 0.1815 (0.1828)  loss_bbox_aux_2: 0.1790 (0.1797)  loss_bbox_aux_3: 0.1826 (0.1784)  loss_bbox_aux_4: 0.1824 (0.1778)  loss_bbox_aux_5: 0.2293 (0.2353)  loss_bbox_dn_0: 0.3157 (0.3251)  loss_bbox_dn_1: 0.2523 (0.2544)  loss_bbox_dn_2: 0.2277 (0.2333)  loss_bbox_dn_3: 0.2244 (0.2259)  loss_bbox_dn_4: 0.2233 (0.2239)  loss_bbox_dn_5: 0.2232 (0.2239)  loss_giou: 0.5090 (0.5199)  loss_giou_aux_0: 0.5526 (0.5465)  loss_giou_aux_1: 0.5230 (0.5298)  loss_giou_aux_2: 0.5226 (0.5247)  loss_giou_aux_3: 0.5051 (0.5213)  loss_giou_aux_4: 0.5073 (0.5198)  loss_giou_aux_5: 0.6128 (0.6206)  loss_giou_dn_0: 0.6798 (0.6532)  loss_giou_dn_1: 0.5525 (0.5503)  loss_giou_dn_2: 0.5279 (0.5231)  loss_giou_dn_3: 0.5185 (0.5146)  loss_giou_dn_4: 0.5169 (0.5124)  loss_giou_dn_5: 0.5174 (0.5125)  loss_vfl: 0.7452 (0.7292)  loss_vfl_aux_0: 0.8341 (0.8617)  loss_vfl_aux_1: 0.8088 (0.8060)  loss_vfl_aux_2: 0.7695 (0.7606)  loss_vfl_aux_3: 0.7360 (0.7386)  loss_vfl_aux_4: 0.7375 (0.7322)  loss_vfl_aux_5: 0.8146 (0.8393)  loss_vfl_dn_0: 0.4732 (0.4748)  loss_vfl_dn_1: 0.4212 (0.4172)  loss_vfl_dn_2: 0.4076 (0.3992)  loss_vfl_dn_3: 0.3993 (0.3914)  loss_vfl_dn_4: 0.3978 (0.3887)  loss_vfl_dn_5: 0.3984 (0.3881)  time: 0.4745  data: 0.0149  max mem: 5653
Epoch: [14]  [ 600/7393]  eta: 0:55:45  lr: 0.000010  loss: 17.7567 (17.7681)  loss_bbox: 0.1794 (0.1775)  loss_bbox_aux_0: 0.1816 (0.1902)  loss_bbox_aux_1: 0.1795 (0.1816)  loss_bbox_aux_2: 0.1749 (0.1785)  loss_bbox_aux_3: 0.1695 (0.1774)  loss_bbox_aux_4: 0.1733 (0.1769)  loss_bbox_aux_5: 0.2140 (0.2343)  loss_bbox_dn_0: 0.2868 (0.3235)  loss_bbox_dn_1: 0.2408 (0.2532)  loss_bbox_dn_2: 0.2237 (0.2322)  loss_bbox_dn_3: 0.2182 (0.2246)  loss_bbox_dn_4: 0.2177 (0.2227)  loss_bbox_dn_5: 0.2184 (0.2227)  loss_giou: 0.4863 (0.5196)  loss_giou_aux_0: 0.5006 (0.5453)  loss_giou_aux_1: 0.4891 (0.5292)  loss_giou_aux_2: 0.4797 (0.5238)  loss_giou_aux_3: 0.4859 (0.5207)  loss_giou_aux_4: 0.4864 (0.5195)  loss_giou_aux_5: 0.5817 (0.6199)  loss_giou_dn_0: 0.6358 (0.6525)  loss_giou_dn_1: 0.5313 (0.5499)  loss_giou_dn_2: 0.5091 (0.5228)  loss_giou_dn_3: 0.4980 (0.5143)  loss_giou_dn_4: 0.4968 (0.5121)  loss_giou_dn_5: 0.4967 (0.5122)  loss_vfl: 0.6991 (0.7289)  loss_vfl_aux_0: 0.8160 (0.8630)  loss_vfl_aux_1: 0.7658 (0.8057)  loss_vfl_aux_2: 0.7367 (0.7609)  loss_vfl_aux_3: 0.7163 (0.7396)  loss_vfl_aux_4: 0.6981 (0.7323)  loss_vfl_aux_5: 0.7836 (0.8399)  loss_vfl_dn_0: 0.4714 (0.4753)  loss_vfl_dn_1: 0.4127 (0.4173)  loss_vfl_dn_2: 0.3933 (0.3994)  loss_vfl_dn_3: 0.3865 (0.3916)  loss_vfl_dn_4: 0.3863 (0.3888)  loss_vfl_dn_5: 0.3870 (0.3882)  time: 0.4746  data: 0.0141  max mem: 5653
Epoch: [14]  [ 700/7393]  eta: 0:54:32  lr: 0.000010  loss: 17.2687 (17.7601)  loss_bbox: 0.1671 (0.1764)  loss_bbox_aux_0: 0.1863 (0.1892)  loss_bbox_aux_1: 0.1754 (0.1804)  loss_bbox_aux_2: 0.1665 (0.1774)  loss_bbox_aux_3: 0.1663 (0.1762)  loss_bbox_aux_4: 0.1673 (0.1758)  loss_bbox_aux_5: 0.2212 (0.2337)  loss_bbox_dn_0: 0.3230 (0.3224)  loss_bbox_dn_1: 0.2502 (0.2521)  loss_bbox_dn_2: 0.2288 (0.2310)  loss_bbox_dn_3: 0.2268 (0.2234)  loss_bbox_dn_4: 0.2244 (0.2214)  loss_bbox_dn_5: 0.2245 (0.2214)  loss_giou: 0.4916 (0.5200)  loss_giou_aux_0: 0.5393 (0.5458)  loss_giou_aux_1: 0.4998 (0.5294)  loss_giou_aux_2: 0.4979 (0.5242)  loss_giou_aux_3: 0.4921 (0.5210)  loss_giou_aux_4: 0.4938 (0.5199)  loss_giou_aux_5: 0.5966 (0.6207)  loss_giou_dn_0: 0.6320 (0.6530)  loss_giou_dn_1: 0.5374 (0.5502)  loss_giou_dn_2: 0.5084 (0.5232)  loss_giou_dn_3: 0.5063 (0.5147)  loss_giou_dn_4: 0.5051 (0.5125)  loss_giou_dn_5: 0.5053 (0.5126)  loss_vfl: 0.7010 (0.7287)  loss_vfl_aux_0: 0.8071 (0.8627)  loss_vfl_aux_1: 0.7665 (0.8057)  loss_vfl_aux_2: 0.7334 (0.7611)  loss_vfl_aux_3: 0.7084 (0.7399)  loss_vfl_aux_4: 0.7132 (0.7324)  loss_vfl_aux_5: 0.8113 (0.8396)  loss_vfl_dn_0: 0.4700 (0.4753)  loss_vfl_dn_1: 0.4173 (0.4173)  loss_vfl_dn_2: 0.3989 (0.3996)  loss_vfl_dn_3: 0.3911 (0.3919)  loss_vfl_dn_4: 0.3871 (0.3891)  loss_vfl_dn_5: 0.3868 (0.3885)  time: 0.4793  data: 0.0144  max mem: 5653
Epoch: [14]  [ 800/7393]  eta: 0:53:28  lr: 0.000010  loss: 17.0919 (17.7599)  loss_bbox: 0.1651 (0.1765)  loss_bbox_aux_0: 0.1735 (0.1892)  loss_bbox_aux_1: 0.1693 (0.1804)  loss_bbox_aux_2: 0.1622 (0.1774)  loss_bbox_aux_3: 0.1665 (0.1764)  loss_bbox_aux_4: 0.1680 (0.1759)  loss_bbox_aux_5: 0.2133 (0.2334)  loss_bbox_dn_0: 0.2832 (0.3225)  loss_bbox_dn_1: 0.2072 (0.2523)  loss_bbox_dn_2: 0.1832 (0.2313)  loss_bbox_dn_3: 0.1740 (0.2238)  loss_bbox_dn_4: 0.1713 (0.2218)  loss_bbox_dn_5: 0.1713 (0.2218)  loss_giou: 0.5117 (0.5204)  loss_giou_aux_0: 0.5262 (0.5463)  loss_giou_aux_1: 0.5214 (0.5298)  loss_giou_aux_2: 0.5173 (0.5247)  loss_giou_aux_3: 0.5083 (0.5216)  loss_giou_aux_4: 0.5117 (0.5204)  loss_giou_aux_5: 0.6119 (0.6212)  loss_giou_dn_0: 0.6471 (0.6534)  loss_giou_dn_1: 0.5518 (0.5505)  loss_giou_dn_2: 0.5241 (0.5236)  loss_giou_dn_3: 0.5121 (0.5151)  loss_giou_dn_4: 0.5082 (0.5129)  loss_giou_dn_5: 0.5084 (0.5130)  loss_vfl: 0.6816 (0.7276)  loss_vfl_aux_0: 0.7940 (0.8623)  loss_vfl_aux_1: 0.7427 (0.8044)  loss_vfl_aux_2: 0.7061 (0.7599)  loss_vfl_aux_3: 0.6962 (0.7386)  loss_vfl_aux_4: 0.6853 (0.7313)  loss_vfl_aux_5: 0.7816 (0.8386)  loss_vfl_dn_0: 0.4670 (0.4751)  loss_vfl_dn_1: 0.4128 (0.4173)  loss_vfl_dn_2: 0.3969 (0.3996)  loss_vfl_dn_3: 0.3874 (0.3919)  loss_vfl_dn_4: 0.3829 (0.3891)  loss_vfl_dn_5: 0.3808 (0.3885)  time: 0.4685  data: 0.0149  max mem: 5653
Epoch: [14]  [ 900/7393]  eta: 0:52:28  lr: 0.000010  loss: 17.4616 (17.7467)  loss_bbox: 0.1468 (0.1760)  loss_bbox_aux_0: 0.1608 (0.1887)  loss_bbox_aux_1: 0.1554 (0.1801)  loss_bbox_aux_2: 0.1592 (0.1773)  loss_bbox_aux_3: 0.1452 (0.1760)  loss_bbox_aux_4: 0.1525 (0.1754)  loss_bbox_aux_5: 0.1905 (0.2328)  loss_bbox_dn_0: 0.2651 (0.3210)  loss_bbox_dn_1: 0.1959 (0.2512)  loss_bbox_dn_2: 0.1835 (0.2303)  loss_bbox_dn_3: 0.1851 (0.2228)  loss_bbox_dn_4: 0.1836 (0.2208)  loss_bbox_dn_5: 0.1836 (0.2208)  loss_giou: 0.5343 (0.5202)  loss_giou_aux_0: 0.5669 (0.5464)  loss_giou_aux_1: 0.5651 (0.5298)  loss_giou_aux_2: 0.5504 (0.5247)  loss_giou_aux_3: 0.5355 (0.5214)  loss_giou_aux_4: 0.5438 (0.5201)  loss_giou_aux_5: 0.6601 (0.6211)  loss_giou_dn_0: 0.6649 (0.6526)  loss_giou_dn_1: 0.5619 (0.5496)  loss_giou_dn_2: 0.5412 (0.5228)  loss_giou_dn_3: 0.5296 (0.5143)  loss_giou_dn_4: 0.5301 (0.5121)  loss_giou_dn_5: 0.5305 (0.5122)  loss_vfl: 0.7023 (0.7283)  loss_vfl_aux_0: 0.7533 (0.8617)  loss_vfl_aux_1: 0.7520 (0.8040)  loss_vfl_aux_2: 0.7208 (0.7600)  loss_vfl_aux_3: 0.7046 (0.7394)  loss_vfl_aux_4: 0.7101 (0.7322)  loss_vfl_aux_5: 0.7454 (0.8385)  loss_vfl_dn_0: 0.4721 (0.4753)  loss_vfl_dn_1: 0.4043 (0.4173)  loss_vfl_dn_2: 0.3953 (0.3997)  loss_vfl_dn_3: 0.3862 (0.3920)  loss_vfl_dn_4: 0.3831 (0.3891)  loss_vfl_dn_5: 0.3821 (0.3885)  time: 0.4715  data: 0.0143  max mem: 5653
Epoch: [14]  [1000/7393]  eta: 0:51:28  lr: 0.000010  loss: 17.9187 (17.7573)  loss_bbox: 0.1640 (0.1766)  loss_bbox_aux_0: 0.1832 (0.1894)  loss_bbox_aux_1: 0.1738 (0.1808)  loss_bbox_aux_2: 0.1704 (0.1781)  loss_bbox_aux_3: 0.1658 (0.1766)  loss_bbox_aux_4: 0.1639 (0.1760)  loss_bbox_aux_5: 0.2355 (0.2334)  loss_bbox_dn_0: 0.3151 (0.3221)  loss_bbox_dn_1: 0.2431 (0.2521)  loss_bbox_dn_2: 0.2148 (0.2312)  loss_bbox_dn_3: 0.2100 (0.2237)  loss_bbox_dn_4: 0.2051 (0.2217)  loss_bbox_dn_5: 0.2050 (0.2217)  loss_giou: 0.5063 (0.5193)  loss_giou_aux_0: 0.5320 (0.5459)  loss_giou_aux_1: 0.5080 (0.5293)  loss_giou_aux_2: 0.5135 (0.5241)  loss_giou_aux_3: 0.5071 (0.5206)  loss_giou_aux_4: 0.5021 (0.5194)  loss_giou_aux_5: 0.6230 (0.6204)  loss_giou_dn_0: 0.6586 (0.6525)  loss_giou_dn_1: 0.5691 (0.5495)  loss_giou_dn_2: 0.5424 (0.5227)  loss_giou_dn_3: 0.5342 (0.5142)  loss_giou_dn_4: 0.5321 (0.5120)  loss_giou_dn_5: 0.5324 (0.5121)  loss_vfl: 0.7203 (0.7296)  loss_vfl_aux_0: 0.8467 (0.8617)  loss_vfl_aux_1: 0.7725 (0.8044)  loss_vfl_aux_2: 0.7253 (0.7606)  loss_vfl_aux_3: 0.7199 (0.7407)  loss_vfl_aux_4: 0.7244 (0.7333)  loss_vfl_aux_5: 0.7828 (0.8389)  loss_vfl_dn_0: 0.4770 (0.4754)  loss_vfl_dn_1: 0.4177 (0.4173)  loss_vfl_dn_2: 0.3998 (0.3998)  loss_vfl_dn_3: 0.3940 (0.3922)  loss_vfl_dn_4: 0.3915 (0.3893)  loss_vfl_dn_5: 0.3918 (0.3887)  time: 0.4679  data: 0.0141  max mem: 5653
Epoch: [14]  [1100/7393]  eta: 0:50:35  lr: 0.000010  loss: 18.1109 (17.7509)  loss_bbox: 0.1704 (0.1769)  loss_bbox_aux_0: 0.1841 (0.1901)  loss_bbox_aux_1: 0.1871 (0.1814)  loss_bbox_aux_2: 0.1811 (0.1787)  loss_bbox_aux_3: 0.1755 (0.1770)  loss_bbox_aux_4: 0.1710 (0.1764)  loss_bbox_aux_5: 0.2220 (0.2341)  loss_bbox_dn_0: 0.3341 (0.3239)  loss_bbox_dn_1: 0.2524 (0.2535)  loss_bbox_dn_2: 0.2339 (0.2325)  loss_bbox_dn_3: 0.2267 (0.2249)  loss_bbox_dn_4: 0.2278 (0.2229)  loss_bbox_dn_5: 0.2278 (0.2229)  loss_giou: 0.4697 (0.5173)  loss_giou_aux_0: 0.4988 (0.5440)  loss_giou_aux_1: 0.4761 (0.5273)  loss_giou_aux_2: 0.4807 (0.5222)  loss_giou_aux_3: 0.4722 (0.5185)  loss_giou_aux_4: 0.4714 (0.5174)  loss_giou_aux_5: 0.5832 (0.6188)  loss_giou_dn_0: 0.6549 (0.6518)  loss_giou_dn_1: 0.5587 (0.5488)  loss_giou_dn_2: 0.5390 (0.5219)  loss_giou_dn_3: 0.5271 (0.5133)  loss_giou_dn_4: 0.5229 (0.5111)  loss_giou_dn_5: 0.5234 (0.5112)  loss_vfl: 0.7150 (0.7299)  loss_vfl_aux_0: 0.8376 (0.8619)  loss_vfl_aux_1: 0.7898 (0.8045)  loss_vfl_aux_2: 0.7403 (0.7606)  loss_vfl_aux_3: 0.7389 (0.7410)  loss_vfl_aux_4: 0.7204 (0.7333)  loss_vfl_aux_5: 0.8187 (0.8388)  loss_vfl_dn_0: 0.4748 (0.4753)  loss_vfl_dn_1: 0.4200 (0.4172)  loss_vfl_dn_2: 0.4059 (0.3997)  loss_vfl_dn_3: 0.4020 (0.3922)  loss_vfl_dn_4: 0.4000 (0.3892)  loss_vfl_dn_5: 0.3997 (0.3886)  time: 0.4764  data: 0.0152  max mem: 5653
Epoch: [14]  [1200/7393]  eta: 0:49:38  lr: 0.000010  loss: 18.3361 (17.7653)  loss_bbox: 0.1820 (0.1769)  loss_bbox_aux_0: 0.1881 (0.1902)  loss_bbox_aux_1: 0.1888 (0.1814)  loss_bbox_aux_2: 0.1858 (0.1788)  loss_bbox_aux_3: 0.1818 (0.1770)  loss_bbox_aux_4: 0.1854 (0.1764)  loss_bbox_aux_5: 0.2423 (0.2343)  loss_bbox_dn_0: 0.3245 (0.3240)  loss_bbox_dn_1: 0.2585 (0.2536)  loss_bbox_dn_2: 0.2243 (0.2325)  loss_bbox_dn_3: 0.2135 (0.2249)  loss_bbox_dn_4: 0.2123 (0.2228)  loss_bbox_dn_5: 0.2125 (0.2228)  loss_giou: 0.5013 (0.5182)  loss_giou_aux_0: 0.5402 (0.5453)  loss_giou_aux_1: 0.5281 (0.5283)  loss_giou_aux_2: 0.5219 (0.5232)  loss_giou_aux_3: 0.5147 (0.5194)  loss_giou_aux_4: 0.5012 (0.5183)  loss_giou_aux_5: 0.6258 (0.6202)  loss_giou_dn_0: 0.6753 (0.6526)  loss_giou_dn_1: 0.5601 (0.5494)  loss_giou_dn_2: 0.5286 (0.5225)  loss_giou_dn_3: 0.5184 (0.5139)  loss_giou_dn_4: 0.5138 (0.5117)  loss_giou_dn_5: 0.5141 (0.5118)  loss_vfl: 0.7745 (0.7301)  loss_vfl_aux_0: 0.8746 (0.8617)  loss_vfl_aux_1: 0.8192 (0.8047)  loss_vfl_aux_2: 0.7909 (0.7610)  loss_vfl_aux_3: 0.7770 (0.7416)  loss_vfl_aux_4: 0.7883 (0.7336)  loss_vfl_aux_5: 0.8455 (0.8387)  loss_vfl_dn_0: 0.4705 (0.4753)  loss_vfl_dn_1: 0.4185 (0.4174)  loss_vfl_dn_2: 0.3959 (0.4000)  loss_vfl_dn_3: 0.3908 (0.3924)  loss_vfl_dn_4: 0.3866 (0.3895)  loss_vfl_dn_5: 0.3868 (0.3888)  time: 0.4742  data: 0.0141  max mem: 5653
Epoch: [14]  [1300/7393]  eta: 0:48:45  lr: 0.000010  loss: 17.6108 (17.7745)  loss_bbox: 0.1505 (0.1764)  loss_bbox_aux_0: 0.1675 (0.1900)  loss_bbox_aux_1: 0.1606 (0.1811)  loss_bbox_aux_2: 0.1577 (0.1785)  loss_bbox_aux_3: 0.1539 (0.1766)  loss_bbox_aux_4: 0.1542 (0.1760)  loss_bbox_aux_5: 0.2134 (0.2339)  loss_bbox_dn_0: 0.3021 (0.3237)  loss_bbox_dn_1: 0.2227 (0.2533)  loss_bbox_dn_2: 0.2026 (0.2322)  loss_bbox_dn_3: 0.1955 (0.2246)  loss_bbox_dn_4: 0.1940 (0.2226)  loss_bbox_dn_5: 0.1940 (0.2225)  loss_giou: 0.5276 (0.5192)  loss_giou_aux_0: 0.5693 (0.5465)  loss_giou_aux_1: 0.5501 (0.5295)  loss_giou_aux_2: 0.5352 (0.5244)  loss_giou_aux_3: 0.5320 (0.5204)  loss_giou_aux_4: 0.5274 (0.5193)  loss_giou_aux_5: 0.6376 (0.6213)  loss_giou_dn_0: 0.6759 (0.6539)  loss_giou_dn_1: 0.5622 (0.5504)  loss_giou_dn_2: 0.5320 (0.5235)  loss_giou_dn_3: 0.5248 (0.5149)  loss_giou_dn_4: 0.5221 (0.5127)  loss_giou_dn_5: 0.5220 (0.5128)  loss_vfl: 0.6948 (0.7303)  loss_vfl_aux_0: 0.8477 (0.8616)  loss_vfl_aux_1: 0.7712 (0.8047)  loss_vfl_aux_2: 0.7100 (0.7606)  loss_vfl_aux_3: 0.7142 (0.7415)  loss_vfl_aux_4: 0.7256 (0.7337)  loss_vfl_aux_5: 0.8093 (0.8385)  loss_vfl_dn_0: 0.4727 (0.4752)  loss_vfl_dn_1: 0.4177 (0.4175)  loss_vfl_dn_2: 0.3992 (0.4001)  loss_vfl_dn_3: 0.3943 (0.3924)  loss_vfl_dn_4: 0.3907 (0.3895)  loss_vfl_dn_5: 0.3885 (0.3888)  time: 0.4848  data: 0.0140  max mem: 5653
Epoch: [14]  [1400/7393]  eta: 0:48:18  lr: 0.000010  loss: 17.0819 (17.7637)  loss_bbox: 0.1650 (0.1765)  loss_bbox_aux_0: 0.1727 (0.1900)  loss_bbox_aux_1: 0.1812 (0.1812)  loss_bbox_aux_2: 0.1751 (0.1785)  loss_bbox_aux_3: 0.1610 (0.1767)  loss_bbox_aux_4: 0.1609 (0.1761)  loss_bbox_aux_5: 0.2096 (0.2338)  loss_bbox_dn_0: 0.2935 (0.3236)  loss_bbox_dn_1: 0.2234 (0.2533)  loss_bbox_dn_2: 0.1998 (0.2321)  loss_bbox_dn_3: 0.1972 (0.2245)  loss_bbox_dn_4: 0.1963 (0.2224)  loss_bbox_dn_5: 0.1963 (0.2224)  loss_giou: 0.5603 (0.5186)  loss_giou_aux_0: 0.5713 (0.5457)  loss_giou_aux_1: 0.5644 (0.5287)  loss_giou_aux_2: 0.5636 (0.5237)  loss_giou_aux_3: 0.5679 (0.5198)  loss_giou_aux_4: 0.5562 (0.5187)  loss_giou_aux_5: 0.6475 (0.6204)  loss_giou_dn_0: 0.6436 (0.6533)  loss_giou_dn_1: 0.5520 (0.5498)  loss_giou_dn_2: 0.5296 (0.5230)  loss_giou_dn_3: 0.5238 (0.5144)  loss_giou_dn_4: 0.5235 (0.5122)  loss_giou_dn_5: 0.5247 (0.5123)  loss_vfl: 0.6823 (0.7301)  loss_vfl_aux_0: 0.7967 (0.8612)  loss_vfl_aux_1: 0.7627 (0.8046)  loss_vfl_aux_2: 0.6983 (0.7603)  loss_vfl_aux_3: 0.6875 (0.7411)  loss_vfl_aux_4: 0.6928 (0.7334)  loss_vfl_aux_5: 0.7601 (0.8380)  loss_vfl_dn_0: 0.4676 (0.4751)  loss_vfl_dn_1: 0.4084 (0.4174)  loss_vfl_dn_2: 0.4006 (0.4000)  loss_vfl_dn_3: 0.3899 (0.3924)  loss_vfl_dn_4: 0.3861 (0.3895)  loss_vfl_dn_5: 0.3861 (0.3888)  time: 0.4646  data: 0.0146  max mem: 5653
Epoch: [14]  [1500/7393]  eta: 0:47:24  lr: 0.000010  loss: 18.2443 (17.7740)  loss_bbox: 0.1611 (0.1761)  loss_bbox_aux_0: 0.1843 (0.1896)  loss_bbox_aux_1: 0.1812 (0.1809)  loss_bbox_aux_2: 0.1848 (0.1782)  loss_bbox_aux_3: 0.1716 (0.1762)  loss_bbox_aux_4: 0.1602 (0.1757)  loss_bbox_aux_5: 0.2360 (0.2334)  loss_bbox_dn_0: 0.2914 (0.3226)  loss_bbox_dn_1: 0.2240 (0.2526)  loss_bbox_dn_2: 0.2028 (0.2315)  loss_bbox_dn_3: 0.1946 (0.2238)  loss_bbox_dn_4: 0.1944 (0.2218)  loss_bbox_dn_5: 0.1943 (0.2218)  loss_giou: 0.5573 (0.5200)  loss_giou_aux_0: 0.5698 (0.5473)  loss_giou_aux_1: 0.5635 (0.5303)  loss_giou_aux_2: 0.5544 (0.5251)  loss_giou_aux_3: 0.5517 (0.5212)  loss_giou_aux_4: 0.5522 (0.5201)  loss_giou_aux_5: 0.6505 (0.6219)  loss_giou_dn_0: 0.6824 (0.6542)  loss_giou_dn_1: 0.5827 (0.5508)  loss_giou_dn_2: 0.5494 (0.5240)  loss_giou_dn_3: 0.5451 (0.5153)  loss_giou_dn_4: 0.5424 (0.5131)  loss_giou_dn_5: 0.5433 (0.5133)  loss_vfl: 0.7379 (0.7304)  loss_vfl_aux_0: 0.8235 (0.8611)  loss_vfl_aux_1: 0.7812 (0.8046)  loss_vfl_aux_2: 0.7629 (0.7607)  loss_vfl_aux_3: 0.7342 (0.7413)  loss_vfl_aux_4: 0.7265 (0.7336)  loss_vfl_aux_5: 0.7703 (0.8375)  loss_vfl_dn_0: 0.4718 (0.4751)  loss_vfl_dn_1: 0.4213 (0.4175)  loss_vfl_dn_2: 0.4067 (0.4002)  loss_vfl_dn_3: 0.3940 (0.3926)  loss_vfl_dn_4: 0.3930 (0.3897)  loss_vfl_dn_5: 0.3940 (0.3890)  time: 0.4768  data: 0.0146  max mem: 5653
Epoch: [14]  [1600/7393]  eta: 0:46:31  lr: 0.000010  loss: 17.0237 (17.7689)  loss_bbox: 0.1520 (0.1757)  loss_bbox_aux_0: 0.1724 (0.1893)  loss_bbox_aux_1: 0.1678 (0.1806)  loss_bbox_aux_2: 0.1537 (0.1778)  loss_bbox_aux_3: 0.1582 (0.1760)  loss_bbox_aux_4: 0.1520 (0.1754)  loss_bbox_aux_5: 0.2111 (0.2330)  loss_bbox_dn_0: 0.2812 (0.3222)  loss_bbox_dn_1: 0.2223 (0.2522)  loss_bbox_dn_2: 0.2071 (0.2311)  loss_bbox_dn_3: 0.2018 (0.2235)  loss_bbox_dn_4: 0.1991 (0.2215)  loss_bbox_dn_5: 0.1990 (0.2215)  loss_giou: 0.5067 (0.5200)  loss_giou_aux_0: 0.4977 (0.5470)  loss_giou_aux_1: 0.5017 (0.5301)  loss_giou_aux_2: 0.4981 (0.5250)  loss_giou_aux_3: 0.4997 (0.5212)  loss_giou_aux_4: 0.5023 (0.5201)  loss_giou_aux_5: 0.5613 (0.6217)  loss_giou_dn_0: 0.6235 (0.6544)  loss_giou_dn_1: 0.5389 (0.5509)  loss_giou_dn_2: 0.5110 (0.5241)  loss_giou_dn_3: 0.5049 (0.5154)  loss_giou_dn_4: 0.5047 (0.5133)  loss_giou_dn_5: 0.5053 (0.5134)  loss_vfl: 0.7302 (0.7302)  loss_vfl_aux_0: 0.8773 (0.8613)  loss_vfl_aux_1: 0.8180 (0.8047)  loss_vfl_aux_2: 0.7639 (0.7605)  loss_vfl_aux_3: 0.7309 (0.7409)  loss_vfl_aux_4: 0.7461 (0.7334)  loss_vfl_aux_5: 0.8656 (0.8372)  loss_vfl_dn_0: 0.4737 (0.4750)  loss_vfl_dn_1: 0.4144 (0.4176)  loss_vfl_dn_2: 0.3962 (0.4003)  loss_vfl_dn_3: 0.3882 (0.3926)  loss_vfl_dn_4: 0.3849 (0.3897)  loss_vfl_dn_5: 0.3835 (0.3891)  time: 0.4646  data: 0.0145  max mem: 5653
Epoch: [14]  [1700/7393]  eta: 0:45:36  lr: 0.000010  loss: 17.6208 (17.7698)  loss_bbox: 0.1857 (0.1761)  loss_bbox_aux_0: 0.1938 (0.1895)  loss_bbox_aux_1: 0.1808 (0.1807)  loss_bbox_aux_2: 0.1830 (0.1780)  loss_bbox_aux_3: 0.1793 (0.1762)  loss_bbox_aux_4: 0.1859 (0.1756)  loss_bbox_aux_5: 0.2319 (0.2332)  loss_bbox_dn_0: 0.3207 (0.3228)  loss_bbox_dn_1: 0.2486 (0.2526)  loss_bbox_dn_2: 0.2242 (0.2314)  loss_bbox_dn_3: 0.2156 (0.2239)  loss_bbox_dn_4: 0.2127 (0.2219)  loss_bbox_dn_5: 0.2126 (0.2218)  loss_giou: 0.5190 (0.5199)  loss_giou_aux_0: 0.5376 (0.5466)  loss_giou_aux_1: 0.5215 (0.5297)  loss_giou_aux_2: 0.5284 (0.5247)  loss_giou_aux_3: 0.5224 (0.5210)  loss_giou_aux_4: 0.5249 (0.5199)  loss_giou_aux_5: 0.5925 (0.6211)  loss_giou_dn_0: 0.6345 (0.6540)  loss_giou_dn_1: 0.5316 (0.5506)  loss_giou_dn_2: 0.5070 (0.5238)  loss_giou_dn_3: 0.4973 (0.5152)  loss_giou_dn_4: 0.4953 (0.5130)  loss_giou_dn_5: 0.4952 (0.5131)  loss_vfl: 0.7169 (0.7299)  loss_vfl_aux_0: 0.8240 (0.8619)  loss_vfl_aux_1: 0.7784 (0.8050)  loss_vfl_aux_2: 0.7269 (0.7605)  loss_vfl_aux_3: 0.7134 (0.7409)  loss_vfl_aux_4: 0.7142 (0.7332)  loss_vfl_aux_5: 0.8421 (0.8377)  loss_vfl_dn_0: 0.4720 (0.4753)  loss_vfl_dn_1: 0.4176 (0.4176)  loss_vfl_dn_2: 0.4013 (0.4003)  loss_vfl_dn_3: 0.3938 (0.3926)  loss_vfl_dn_4: 0.3909 (0.3898)  loss_vfl_dn_5: 0.3908 (0.3891)  time: 0.4646  data: 0.0138  max mem: 5653
Epoch: [14]  [1800/7393]  eta: 0:44:43  lr: 0.000010  loss: 17.7011 (17.7729)  loss_bbox: 0.1570 (0.1763)  loss_bbox_aux_0: 0.1780 (0.1897)  loss_bbox_aux_1: 0.1664 (0.1810)  loss_bbox_aux_2: 0.1658 (0.1782)  loss_bbox_aux_3: 0.1582 (0.1765)  loss_bbox_aux_4: 0.1570 (0.1759)  loss_bbox_aux_5: 0.2197 (0.2335)  loss_bbox_dn_0: 0.2735 (0.3235)  loss_bbox_dn_1: 0.2175 (0.2531)  loss_bbox_dn_2: 0.1983 (0.2319)  loss_bbox_dn_3: 0.1883 (0.2243)  loss_bbox_dn_4: 0.1861 (0.2223)  loss_bbox_dn_5: 0.1861 (0.2223)  loss_giou: 0.4954 (0.5195)  loss_giou_aux_0: 0.5339 (0.5463)  loss_giou_aux_1: 0.5117 (0.5293)  loss_giou_aux_2: 0.5061 (0.5243)  loss_giou_aux_3: 0.5027 (0.5206)  loss_giou_aux_4: 0.4964 (0.5195)  loss_giou_aux_5: 0.5966 (0.6206)  loss_giou_dn_0: 0.6512 (0.6538)  loss_giou_dn_1: 0.5384 (0.5503)  loss_giou_dn_2: 0.5116 (0.5235)  loss_giou_dn_3: 0.5018 (0.5148)  loss_giou_dn_4: 0.5009 (0.5126)  loss_giou_dn_5: 0.5009 (0.5128)  loss_vfl: 0.7145 (0.7302)  loss_vfl_aux_0: 0.8374 (0.8624)  loss_vfl_aux_1: 0.7665 (0.8056)  loss_vfl_aux_2: 0.7509 (0.7608)  loss_vfl_aux_3: 0.7270 (0.7409)  loss_vfl_aux_4: 0.7216 (0.7334)  loss_vfl_aux_5: 0.8366 (0.8385)  loss_vfl_dn_0: 0.4725 (0.4753)  loss_vfl_dn_1: 0.4174 (0.4176)  loss_vfl_dn_2: 0.4025 (0.4003)  loss_vfl_dn_3: 0.3940 (0.3926)  loss_vfl_dn_4: 0.3921 (0.3897)  loss_vfl_dn_5: 0.3900 (0.3891)  time: 0.4627  data: 0.0136  max mem: 5653
Epoch: [14]  [1900/7393]  eta: 0:44:09  lr: 0.000010  loss: 17.8619 (17.7556)  loss_bbox: 0.1671 (0.1760)  loss_bbox_aux_0: 0.1839 (0.1894)  loss_bbox_aux_1: 0.1692 (0.1807)  loss_bbox_aux_2: 0.1631 (0.1779)  loss_bbox_aux_3: 0.1674 (0.1762)  loss_bbox_aux_4: 0.1670 (0.1757)  loss_bbox_aux_5: 0.2277 (0.2332)  loss_bbox_dn_0: 0.3064 (0.3230)  loss_bbox_dn_1: 0.2416 (0.2526)  loss_bbox_dn_2: 0.2205 (0.2314)  loss_bbox_dn_3: 0.2122 (0.2238)  loss_bbox_dn_4: 0.2075 (0.2218)  loss_bbox_dn_5: 0.2071 (0.2218)  loss_giou: 0.5164 (0.5193)  loss_giou_aux_0: 0.5594 (0.5460)  loss_giou_aux_1: 0.5381 (0.5290)  loss_giou_aux_2: 0.5200 (0.5239)  loss_giou_aux_3: 0.5164 (0.5203)  loss_giou_aux_4: 0.5129 (0.5193)  loss_giou_aux_5: 0.6296 (0.6203)  loss_giou_dn_0: 0.6343 (0.6535)  loss_giou_dn_1: 0.5324 (0.5499)  loss_giou_dn_2: 0.5057 (0.5231)  loss_giou_dn_3: 0.4981 (0.5145)  loss_giou_dn_4: 0.4964 (0.5123)  loss_giou_dn_5: 0.4964 (0.5124)  loss_vfl: 0.7171 (0.7292)  loss_vfl_aux_0: 0.8578 (0.8615)  loss_vfl_aux_1: 0.7922 (0.8046)  loss_vfl_aux_2: 0.7665 (0.7599)  loss_vfl_aux_3: 0.7442 (0.7398)  loss_vfl_aux_4: 0.7163 (0.7324)  loss_vfl_aux_5: 0.8371 (0.8374)  loss_vfl_dn_0: 0.4698 (0.4751)  loss_vfl_dn_1: 0.4173 (0.4174)  loss_vfl_dn_2: 0.3965 (0.4000)  loss_vfl_dn_3: 0.3883 (0.3924)  loss_vfl_dn_4: 0.3866 (0.3896)  loss_vfl_dn_5: 0.3859 (0.3889)  time: 0.4574  data: 0.0137  max mem: 5653
Epoch: [14]  [2000/7393]  eta: 0:43:18  lr: 0.000010  loss: 17.8515 (17.7581)  loss_bbox: 0.1517 (0.1759)  loss_bbox_aux_0: 0.1738 (0.1893)  loss_bbox_aux_1: 0.1626 (0.1806)  loss_bbox_aux_2: 0.1479 (0.1778)  loss_bbox_aux_3: 0.1638 (0.1762)  loss_bbox_aux_4: 0.1504 (0.1756)  loss_bbox_aux_5: 0.2163 (0.2330)  loss_bbox_dn_0: 0.2767 (0.3226)  loss_bbox_dn_1: 0.2133 (0.2523)  loss_bbox_dn_2: 0.1996 (0.2311)  loss_bbox_dn_3: 0.1931 (0.2235)  loss_bbox_dn_4: 0.1881 (0.2215)  loss_bbox_dn_5: 0.1879 (0.2214)  loss_giou: 0.5368 (0.5197)  loss_giou_aux_0: 0.5595 (0.5463)  loss_giou_aux_1: 0.5482 (0.5293)  loss_giou_aux_2: 0.5504 (0.5243)  loss_giou_aux_3: 0.5446 (0.5208)  loss_giou_aux_4: 0.5388 (0.5197)  loss_giou_aux_5: 0.6419 (0.6206)  loss_giou_dn_0: 0.6627 (0.6538)  loss_giou_dn_1: 0.5589 (0.5502)  loss_giou_dn_2: 0.5317 (0.5234)  loss_giou_dn_3: 0.5189 (0.5148)  loss_giou_dn_4: 0.5155 (0.5126)  loss_giou_dn_5: 0.5153 (0.5127)  loss_vfl: 0.6902 (0.7291)  loss_vfl_aux_0: 0.8353 (0.8615)  loss_vfl_aux_1: 0.7914 (0.8045)  loss_vfl_aux_2: 0.7610 (0.7600)  loss_vfl_aux_3: 0.7252 (0.7398)  loss_vfl_aux_4: 0.7034 (0.7324)  loss_vfl_aux_5: 0.7962 (0.8377)  loss_vfl_dn_0: 0.4810 (0.4752)  loss_vfl_dn_1: 0.4188 (0.4175)  loss_vfl_dn_2: 0.4019 (0.4001)  loss_vfl_dn_3: 0.3954 (0.3925)  loss_vfl_dn_4: 0.3950 (0.3896)  loss_vfl_dn_5: 0.3952 (0.3890)  time: 0.4876  data: 0.0143  max mem: 5653
Epoch: [14]  [2100/7393]  eta: 0:42:26  lr: 0.000010  loss: 17.3034 (17.7578)  loss_bbox: 0.1605 (0.1759)  loss_bbox_aux_0: 0.1776 (0.1893)  loss_bbox_aux_1: 0.1678 (0.1808)  loss_bbox_aux_2: 0.1643 (0.1778)  loss_bbox_aux_3: 0.1609 (0.1762)  loss_bbox_aux_4: 0.1611 (0.1757)  loss_bbox_aux_5: 0.2312 (0.2330)  loss_bbox_dn_0: 0.2872 (0.3223)  loss_bbox_dn_1: 0.2306 (0.2520)  loss_bbox_dn_2: 0.2096 (0.2308)  loss_bbox_dn_3: 0.2033 (0.2232)  loss_bbox_dn_4: 0.2013 (0.2213)  loss_bbox_dn_5: 0.2013 (0.2212)  loss_giou: 0.4781 (0.5200)  loss_giou_aux_0: 0.5009 (0.5468)  loss_giou_aux_1: 0.4832 (0.5297)  loss_giou_aux_2: 0.4752 (0.5246)  loss_giou_aux_3: 0.4834 (0.5211)  loss_giou_aux_4: 0.4715 (0.5201)  loss_giou_aux_5: 0.5652 (0.6210)  loss_giou_dn_0: 0.6207 (0.6538)  loss_giou_dn_1: 0.5292 (0.5502)  loss_giou_dn_2: 0.5038 (0.5234)  loss_giou_dn_3: 0.4907 (0.5147)  loss_giou_dn_4: 0.4870 (0.5126)  loss_giou_dn_5: 0.4865 (0.5127)  loss_vfl: 0.6857 (0.7291)  loss_vfl_aux_0: 0.8132 (0.8613)  loss_vfl_aux_1: 0.7443 (0.8041)  loss_vfl_aux_2: 0.7168 (0.7600)  loss_vfl_aux_3: 0.7040 (0.7399)  loss_vfl_aux_4: 0.6892 (0.7323)  loss_vfl_aux_5: 0.7760 (0.8376)  loss_vfl_dn_0: 0.4740 (0.4751)  loss_vfl_dn_1: 0.4106 (0.4174)  loss_vfl_dn_2: 0.3970 (0.4001)  loss_vfl_dn_3: 0.3843 (0.3924)  loss_vfl_dn_4: 0.3822 (0.3895)  loss_vfl_dn_5: 0.3803 (0.3889)  time: 0.4664  data: 0.0147  max mem: 5653
Epoch: [14]  [2200/7393]  eta: 0:41:34  lr: 0.000010  loss: 18.0681 (17.7511)  loss_bbox: 0.1679 (0.1763)  loss_bbox_aux_0: 0.1787 (0.1897)  loss_bbox_aux_1: 0.1728 (0.1811)  loss_bbox_aux_2: 0.1754 (0.1782)  loss_bbox_aux_3: 0.1700 (0.1766)  loss_bbox_aux_4: 0.1678 (0.1760)  loss_bbox_aux_5: 0.2247 (0.2333)  loss_bbox_dn_0: 0.3109 (0.3229)  loss_bbox_dn_1: 0.2476 (0.2526)  loss_bbox_dn_2: 0.2285 (0.2314)  loss_bbox_dn_3: 0.2225 (0.2238)  loss_bbox_dn_4: 0.2218 (0.2219)  loss_bbox_dn_5: 0.2223 (0.2218)  loss_giou: 0.4695 (0.5193)  loss_giou_aux_0: 0.4911 (0.5459)  loss_giou_aux_1: 0.4772 (0.5290)  loss_giou_aux_2: 0.4705 (0.5238)  loss_giou_aux_3: 0.4672 (0.5203)  loss_giou_aux_4: 0.4697 (0.5193)  loss_giou_aux_5: 0.5654 (0.6202)  loss_giou_dn_0: 0.6578 (0.6532)  loss_giou_dn_1: 0.5488 (0.5496)  loss_giou_dn_2: 0.5224 (0.5228)  loss_giou_dn_3: 0.5139 (0.5141)  loss_giou_dn_4: 0.5108 (0.5120)  loss_giou_dn_5: 0.5107 (0.5121)  loss_vfl: 0.7300 (0.7287)  loss_vfl_aux_0: 0.8525 (0.8611)  loss_vfl_aux_1: 0.7886 (0.8038)  loss_vfl_aux_2: 0.7612 (0.7595)  loss_vfl_aux_3: 0.7426 (0.7394)  loss_vfl_aux_4: 0.7383 (0.7320)  loss_vfl_aux_5: 0.8174 (0.8372)  loss_vfl_dn_0: 0.4795 (0.4750)  loss_vfl_dn_1: 0.4195 (0.4172)  loss_vfl_dn_2: 0.4064 (0.3999)  loss_vfl_dn_3: 0.4012 (0.3922)  loss_vfl_dn_4: 0.3957 (0.3893)  loss_vfl_dn_5: 0.3978 (0.3886)  time: 0.4678  data: 0.0141  max mem: 5653
Epoch: [14]  [2300/7393]  eta: 0:40:44  lr: 0.000010  loss: 17.8898 (17.7532)  loss_bbox: 0.1752 (0.1762)  loss_bbox_aux_0: 0.1732 (0.1896)  loss_bbox_aux_1: 0.1659 (0.1810)  loss_bbox_aux_2: 0.1681 (0.1782)  loss_bbox_aux_3: 0.1777 (0.1765)  loss_bbox_aux_4: 0.1737 (0.1759)  loss_bbox_aux_5: 0.2179 (0.2332)  loss_bbox_dn_0: 0.2876 (0.3225)  loss_bbox_dn_1: 0.2296 (0.2523)  loss_bbox_dn_2: 0.2100 (0.2311)  loss_bbox_dn_3: 0.2037 (0.2235)  loss_bbox_dn_4: 0.2033 (0.2216)  loss_bbox_dn_5: 0.2034 (0.2215)  loss_giou: 0.5646 (0.5194)  loss_giou_aux_0: 0.5993 (0.5461)  loss_giou_aux_1: 0.5700 (0.5293)  loss_giou_aux_2: 0.5681 (0.5240)  loss_giou_aux_3: 0.5659 (0.5204)  loss_giou_aux_4: 0.5637 (0.5195)  loss_giou_aux_5: 0.6762 (0.6205)  loss_giou_dn_0: 0.6722 (0.6534)  loss_giou_dn_1: 0.5798 (0.5497)  loss_giou_dn_2: 0.5540 (0.5230)  loss_giou_dn_3: 0.5486 (0.5143)  loss_giou_dn_4: 0.5466 (0.5121)  loss_giou_dn_5: 0.5466 (0.5123)  loss_vfl: 0.6936 (0.7290)  loss_vfl_aux_0: 0.8263 (0.8616)  loss_vfl_aux_1: 0.7626 (0.8039)  loss_vfl_aux_2: 0.7110 (0.7595)  loss_vfl_aux_3: 0.7013 (0.7398)  loss_vfl_aux_4: 0.7093 (0.7321)  loss_vfl_aux_5: 0.7821 (0.8373)  loss_vfl_dn_0: 0.4726 (0.4751)  loss_vfl_dn_1: 0.4181 (0.4173)  loss_vfl_dn_2: 0.4068 (0.4000)  loss_vfl_dn_3: 0.3989 (0.3923)  loss_vfl_dn_4: 0.3979 (0.3895)  loss_vfl_dn_5: 0.3974 (0.3888)  time: 0.4812  data: 0.0138  max mem: 5653
Epoch: [14]  [2400/7393]  eta: 0:39:53  lr: 0.000010  loss: 18.6180 (17.7573)  loss_bbox: 0.1751 (0.1763)  loss_bbox_aux_0: 0.1864 (0.1897)  loss_bbox_aux_1: 0.1841 (0.1812)  loss_bbox_aux_2: 0.1785 (0.1782)  loss_bbox_aux_3: 0.1715 (0.1765)  loss_bbox_aux_4: 0.1694 (0.1760)  loss_bbox_aux_5: 0.2435 (0.2335)  loss_bbox_dn_0: 0.3219 (0.3227)  loss_bbox_dn_1: 0.2552 (0.2525)  loss_bbox_dn_2: 0.2365 (0.2313)  loss_bbox_dn_3: 0.2276 (0.2237)  loss_bbox_dn_4: 0.2287 (0.2217)  loss_bbox_dn_5: 0.2296 (0.2217)  loss_giou: 0.4767 (0.5197)  loss_giou_aux_0: 0.4961 (0.5463)  loss_giou_aux_1: 0.4883 (0.5296)  loss_giou_aux_2: 0.4819 (0.5243)  loss_giou_aux_3: 0.4812 (0.5207)  loss_giou_aux_4: 0.4787 (0.5197)  loss_giou_aux_5: 0.5821 (0.6208)  loss_giou_dn_0: 0.6364 (0.6534)  loss_giou_dn_1: 0.5395 (0.5498)  loss_giou_dn_2: 0.5168 (0.5230)  loss_giou_dn_3: 0.5072 (0.5144)  loss_giou_dn_4: 0.5053 (0.5122)  loss_giou_dn_5: 0.5050 (0.5123)  loss_vfl: 0.7465 (0.7290)  loss_vfl_aux_0: 0.8717 (0.8616)  loss_vfl_aux_1: 0.8077 (0.8040)  loss_vfl_aux_2: 0.7916 (0.7597)  loss_vfl_aux_3: 0.7630 (0.7397)  loss_vfl_aux_4: 0.7556 (0.7322)  loss_vfl_aux_5: 0.8455 (0.8370)  loss_vfl_dn_0: 0.4755 (0.4751)  loss_vfl_dn_1: 0.4229 (0.4174)  loss_vfl_dn_2: 0.4076 (0.4000)  loss_vfl_dn_3: 0.3988 (0.3924)  loss_vfl_dn_4: 0.3931 (0.3895)  loss_vfl_dn_5: 0.3915 (0.3888)  time: 0.4723  data: 0.0143  max mem: 5653
Epoch: [14]  [2500/7393]  eta: 0:39:17  lr: 0.000010  loss: 17.6689 (17.7580)  loss_bbox: 0.1785 (0.1764)  loss_bbox_aux_0: 0.2050 (0.1899)  loss_bbox_aux_1: 0.1846 (0.1813)  loss_bbox_aux_2: 0.1770 (0.1783)  loss_bbox_aux_3: 0.1825 (0.1767)  loss_bbox_aux_4: 0.1775 (0.1762)  loss_bbox_aux_5: 0.2497 (0.2337)  loss_bbox_dn_0: 0.3358 (0.3231)  loss_bbox_dn_1: 0.2609 (0.2528)  loss_bbox_dn_2: 0.2443 (0.2315)  loss_bbox_dn_3: 0.2375 (0.2239)  loss_bbox_dn_4: 0.2329 (0.2219)  loss_bbox_dn_5: 0.2328 (0.2219)  loss_giou: 0.4710 (0.5194)  loss_giou_aux_0: 0.4865 (0.5460)  loss_giou_aux_1: 0.4830 (0.5292)  loss_giou_aux_2: 0.4703 (0.5239)  loss_giou_aux_3: 0.4727 (0.5204)  loss_giou_aux_4: 0.4711 (0.5194)  loss_giou_aux_5: 0.5604 (0.6204)  loss_giou_dn_0: 0.6155 (0.6529)  loss_giou_dn_1: 0.5251 (0.5494)  loss_giou_dn_2: 0.4948 (0.5226)  loss_giou_dn_3: 0.4810 (0.5139)  loss_giou_dn_4: 0.4796 (0.5118)  loss_giou_dn_5: 0.4794 (0.5119)  loss_vfl: 0.7270 (0.7292)  loss_vfl_aux_0: 0.9151 (0.8624)  loss_vfl_aux_1: 0.8132 (0.8044)  loss_vfl_aux_2: 0.7949 (0.7601)  loss_vfl_aux_3: 0.7328 (0.7400)  loss_vfl_aux_4: 0.7438 (0.7324)  loss_vfl_aux_5: 0.8987 (0.8374)  loss_vfl_dn_0: 0.4790 (0.4752)  loss_vfl_dn_1: 0.4144 (0.4174)  loss_vfl_dn_2: 0.3935 (0.4000)  loss_vfl_dn_3: 0.3879 (0.3923)  loss_vfl_dn_4: 0.3857 (0.3895)  loss_vfl_dn_5: 0.3842 (0.3888)  time: 0.4820  data: 0.0138  max mem: 5653
Epoch: [14]  [2600/7393]  eta: 0:38:26  lr: 0.000010  loss: 17.6337 (17.7552)  loss_bbox: 0.1622 (0.1765)  loss_bbox_aux_0: 0.1740 (0.1899)  loss_bbox_aux_1: 0.1663 (0.1814)  loss_bbox_aux_2: 0.1679 (0.1784)  loss_bbox_aux_3: 0.1591 (0.1767)  loss_bbox_aux_4: 0.1621 (0.1762)  loss_bbox_aux_5: 0.2092 (0.2337)  loss_bbox_dn_0: 0.3073 (0.3232)  loss_bbox_dn_1: 0.2294 (0.2529)  loss_bbox_dn_2: 0.2144 (0.2316)  loss_bbox_dn_3: 0.2051 (0.2240)  loss_bbox_dn_4: 0.2026 (0.2221)  loss_bbox_dn_5: 0.2026 (0.2220)  loss_giou: 0.4561 (0.5190)  loss_giou_aux_0: 0.4854 (0.5456)  loss_giou_aux_1: 0.4647 (0.5288)  loss_giou_aux_2: 0.4684 (0.5235)  loss_giou_aux_3: 0.4643 (0.5200)  loss_giou_aux_4: 0.4572 (0.5190)  loss_giou_aux_5: 0.5637 (0.6200)  loss_giou_dn_0: 0.6562 (0.6529)  loss_giou_dn_1: 0.5493 (0.5493)  loss_giou_dn_2: 0.5303 (0.5225)  loss_giou_dn_3: 0.5254 (0.5139)  loss_giou_dn_4: 0.5231 (0.5117)  loss_giou_dn_5: 0.5233 (0.5119)  loss_vfl: 0.7168 (0.7292)  loss_vfl_aux_0: 0.8474 (0.8623)  loss_vfl_aux_1: 0.7916 (0.8043)  loss_vfl_aux_2: 0.7342 (0.7599)  loss_vfl_aux_3: 0.7200 (0.7400)  loss_vfl_aux_4: 0.7162 (0.7324)  loss_vfl_aux_5: 0.8197 (0.8373)  loss_vfl_dn_0: 0.4738 (0.4752)  loss_vfl_dn_1: 0.4245 (0.4173)  loss_vfl_dn_2: 0.4041 (0.3999)  loss_vfl_dn_3: 0.3963 (0.3923)  loss_vfl_dn_4: 0.3916 (0.3894)  loss_vfl_dn_5: 0.3900 (0.3888)  time: 0.4634  data: 0.0139  max mem: 5653
Epoch: [14]  [2700/7393]  eta: 0:37:35  lr: 0.000010  loss: 17.6041 (17.7582)  loss_bbox: 0.1786 (0.1766)  loss_bbox_aux_0: 0.1872 (0.1897)  loss_bbox_aux_1: 0.1728 (0.1814)  loss_bbox_aux_2: 0.1678 (0.1784)  loss_bbox_aux_3: 0.1721 (0.1767)  loss_bbox_aux_4: 0.1786 (0.1762)  loss_bbox_aux_5: 0.2437 (0.2336)  loss_bbox_dn_0: 0.3080 (0.3231)  loss_bbox_dn_1: 0.2448 (0.2529)  loss_bbox_dn_2: 0.2286 (0.2316)  loss_bbox_dn_3: 0.2211 (0.2241)  loss_bbox_dn_4: 0.2198 (0.2221)  loss_bbox_dn_5: 0.2199 (0.2221)  loss_giou: 0.4618 (0.5189)  loss_giou_aux_0: 0.4985 (0.5453)  loss_giou_aux_1: 0.4690 (0.5287)  loss_giou_aux_2: 0.4694 (0.5234)  loss_giou_aux_3: 0.4560 (0.5200)  loss_giou_aux_4: 0.4575 (0.5189)  loss_giou_aux_5: 0.5648 (0.6199)  loss_giou_dn_0: 0.6273 (0.6529)  loss_giou_dn_1: 0.5272 (0.5494)  loss_giou_dn_2: 0.4984 (0.5225)  loss_giou_dn_3: 0.4920 (0.5139)  loss_giou_dn_4: 0.4910 (0.5118)  loss_giou_dn_5: 0.4908 (0.5119)  loss_vfl: 0.7356 (0.7295)  loss_vfl_aux_0: 0.8612 (0.8633)  loss_vfl_aux_1: 0.8287 (0.8050)  loss_vfl_aux_2: 0.7850 (0.7604)  loss_vfl_aux_3: 0.7445 (0.7404)  loss_vfl_aux_4: 0.7511 (0.7328)  loss_vfl_aux_5: 0.8589 (0.8379)  loss_vfl_dn_0: 0.4728 (0.4753)  loss_vfl_dn_1: 0.4119 (0.4174)  loss_vfl_dn_2: 0.3920 (0.3999)  loss_vfl_dn_3: 0.3833 (0.3923)  loss_vfl_dn_4: 0.3806 (0.3894)  loss_vfl_dn_5: 0.3797 (0.3888)  time: 0.4704  data: 0.0136  max mem: 5653
Epoch: [14]  [2800/7393]  eta: 0:36:44  lr: 0.000010  loss: 17.9415 (17.7593)  loss_bbox: 0.1830 (0.1766)  loss_bbox_aux_0: 0.2011 (0.1898)  loss_bbox_aux_1: 0.1989 (0.1814)  loss_bbox_aux_2: 0.1875 (0.1785)  loss_bbox_aux_3: 0.1858 (0.1768)  loss_bbox_aux_4: 0.1879 (0.1763)  loss_bbox_aux_5: 0.2498 (0.2337)  loss_bbox_dn_0: 0.3267 (0.3232)  loss_bbox_dn_1: 0.2542 (0.2530)  loss_bbox_dn_2: 0.2281 (0.2317)  loss_bbox_dn_3: 0.2176 (0.2241)  loss_bbox_dn_4: 0.2144 (0.2222)  loss_bbox_dn_5: 0.2145 (0.2222)  loss_giou: 0.5123 (0.5187)  loss_giou_aux_0: 0.5249 (0.5450)  loss_giou_aux_1: 0.5001 (0.5284)  loss_giou_aux_2: 0.4944 (0.5231)  loss_giou_aux_3: 0.5116 (0.5198)  loss_giou_aux_4: 0.5128 (0.5187)  loss_giou_aux_5: 0.6189 (0.6197)  loss_giou_dn_0: 0.6475 (0.6526)  loss_giou_dn_1: 0.5500 (0.5490)  loss_giou_dn_2: 0.5220 (0.5222)  loss_giou_dn_3: 0.5091 (0.5135)  loss_giou_dn_4: 0.5057 (0.5114)  loss_giou_dn_5: 0.5054 (0.5116)  loss_vfl: 0.7315 (0.7298)  loss_vfl_aux_0: 0.8575 (0.8640)  loss_vfl_aux_1: 0.8195 (0.8057)  loss_vfl_aux_2: 0.7755 (0.7611)  loss_vfl_aux_3: 0.7485 (0.7408)  loss_vfl_aux_4: 0.7359 (0.7332)  loss_vfl_aux_5: 0.8157 (0.8383)  loss_vfl_dn_0: 0.4683 (0.4752)  loss_vfl_dn_1: 0.4121 (0.4174)  loss_vfl_dn_2: 0.3974 (0.4000)  loss_vfl_dn_3: 0.3913 (0.3923)  loss_vfl_dn_4: 0.3895 (0.3894)  loss_vfl_dn_5: 0.3888 (0.3888)  time: 0.4585  data: 0.0138  max mem: 5653
Epoch: [14]  [2900/7393]  eta: 0:35:55  lr: 0.000010  loss: 16.8448 (17.7587)  loss_bbox: 0.1591 (0.1765)  loss_bbox_aux_0: 0.1793 (0.1899)  loss_bbox_aux_1: 0.1642 (0.1814)  loss_bbox_aux_2: 0.1628 (0.1785)  loss_bbox_aux_3: 0.1593 (0.1768)  loss_bbox_aux_4: 0.1618 (0.1762)  loss_bbox_aux_5: 0.2327 (0.2338)  loss_bbox_dn_0: 0.3315 (0.3235)  loss_bbox_dn_1: 0.2532 (0.2532)  loss_bbox_dn_2: 0.2163 (0.2319)  loss_bbox_dn_3: 0.2029 (0.2243)  loss_bbox_dn_4: 0.2020 (0.2224)  loss_bbox_dn_5: 0.2022 (0.2224)  loss_giou: 0.4631 (0.5182)  loss_giou_aux_0: 0.4949 (0.5446)  loss_giou_aux_1: 0.4714 (0.5279)  loss_giou_aux_2: 0.4738 (0.5226)  loss_giou_aux_3: 0.4622 (0.5193)  loss_giou_aux_4: 0.4669 (0.5182)  loss_giou_aux_5: 0.5839 (0.6193)  loss_giou_dn_0: 0.6182 (0.6525)  loss_giou_dn_1: 0.5037 (0.5489)  loss_giou_dn_2: 0.4769 (0.5221)  loss_giou_dn_3: 0.4690 (0.5134)  loss_giou_dn_4: 0.4655 (0.5113)  loss_giou_dn_5: 0.4657 (0.5114)  loss_vfl: 0.7281 (0.7303)  loss_vfl_aux_0: 0.8595 (0.8644)  loss_vfl_aux_1: 0.7941 (0.8061)  loss_vfl_aux_2: 0.7719 (0.7614)  loss_vfl_aux_3: 0.7382 (0.7411)  loss_vfl_aux_4: 0.7365 (0.7335)  loss_vfl_aux_5: 0.7974 (0.8385)  loss_vfl_dn_0: 0.4752 (0.4752)  loss_vfl_dn_1: 0.4117 (0.4173)  loss_vfl_dn_2: 0.3963 (0.3999)  loss_vfl_dn_3: 0.3852 (0.3923)  loss_vfl_dn_4: 0.3788 (0.3894)  loss_vfl_dn_5: 0.3793 (0.3887)  time: 0.4778  data: 0.0143  max mem: 5653
Epoch: [14]  [3000/7393]  eta: 0:35:07  lr: 0.000010  loss: 18.2710 (17.7656)  loss_bbox: 0.1770 (0.1767)  loss_bbox_aux_0: 0.1914 (0.1899)  loss_bbox_aux_1: 0.1771 (0.1815)  loss_bbox_aux_2: 0.1769 (0.1786)  loss_bbox_aux_3: 0.1729 (0.1769)  loss_bbox_aux_4: 0.1773 (0.1763)  loss_bbox_aux_5: 0.2396 (0.2338)  loss_bbox_dn_0: 0.3134 (0.3237)  loss_bbox_dn_1: 0.2427 (0.2535)  loss_bbox_dn_2: 0.2193 (0.2322)  loss_bbox_dn_3: 0.2146 (0.2246)  loss_bbox_dn_4: 0.2137 (0.2226)  loss_bbox_dn_5: 0.2136 (0.2226)  loss_giou: 0.5077 (0.5183)  loss_giou_aux_0: 0.5205 (0.5446)  loss_giou_aux_1: 0.5027 (0.5280)  loss_giou_aux_2: 0.5126 (0.5227)  loss_giou_aux_3: 0.5196 (0.5194)  loss_giou_aux_4: 0.5160 (0.5183)  loss_giou_aux_5: 0.6034 (0.6195)  loss_giou_dn_0: 0.6428 (0.6527)  loss_giou_dn_1: 0.5466 (0.5491)  loss_giou_dn_2: 0.5157 (0.5222)  loss_giou_dn_3: 0.5132 (0.5136)  loss_giou_dn_4: 0.5117 (0.5114)  loss_giou_dn_5: 0.5121 (0.5116)  loss_vfl: 0.7389 (0.7306)  loss_vfl_aux_0: 0.8658 (0.8651)  loss_vfl_aux_1: 0.8368 (0.8067)  loss_vfl_aux_2: 0.7798 (0.7618)  loss_vfl_aux_3: 0.7544 (0.7415)  loss_vfl_aux_4: 0.7444 (0.7339)  loss_vfl_aux_5: 0.8291 (0.8385)  loss_vfl_dn_0: 0.4755 (0.4752)  loss_vfl_dn_1: 0.4163 (0.4174)  loss_vfl_dn_2: 0.4018 (0.4000)  loss_vfl_dn_3: 0.3927 (0.3924)  loss_vfl_dn_4: 0.3883 (0.3895)  loss_vfl_dn_5: 0.3873 (0.3888)  time: 0.4820  data: 0.0138  max mem: 5653
Epoch: [14]  [3100/7393]  eta: 0:34:18  lr: 0.000010  loss: 17.7690 (17.7649)  loss_bbox: 0.1632 (0.1766)  loss_bbox_aux_0: 0.1673 (0.1898)  loss_bbox_aux_1: 0.1637 (0.1814)  loss_bbox_aux_2: 0.1582 (0.1785)  loss_bbox_aux_3: 0.1591 (0.1769)  loss_bbox_aux_4: 0.1601 (0.1763)  loss_bbox_aux_5: 0.2130 (0.2337)  loss_bbox_dn_0: 0.2787 (0.3237)  loss_bbox_dn_1: 0.2194 (0.2535)  loss_bbox_dn_2: 0.1999 (0.2321)  loss_bbox_dn_3: 0.1975 (0.2245)  loss_bbox_dn_4: 0.1967 (0.2226)  loss_bbox_dn_5: 0.1968 (0.2225)  loss_giou: 0.5072 (0.5183)  loss_giou_aux_0: 0.5149 (0.5446)  loss_giou_aux_1: 0.5191 (0.5281)  loss_giou_aux_2: 0.5016 (0.5227)  loss_giou_aux_3: 0.5025 (0.5195)  loss_giou_aux_4: 0.5073 (0.5183)  loss_giou_aux_5: 0.5951 (0.6195)  loss_giou_dn_0: 0.6670 (0.6528)  loss_giou_dn_1: 0.5829 (0.5491)  loss_giou_dn_2: 0.5561 (0.5223)  loss_giou_dn_3: 0.5509 (0.5136)  loss_giou_dn_4: 0.5470 (0.5115)  loss_giou_dn_5: 0.5470 (0.5116)  loss_vfl: 0.7329 (0.7304)  loss_vfl_aux_0: 0.8703 (0.8653)  loss_vfl_aux_1: 0.8224 (0.8067)  loss_vfl_aux_2: 0.7845 (0.7618)  loss_vfl_aux_3: 0.7439 (0.7412)  loss_vfl_aux_4: 0.7372 (0.7336)  loss_vfl_aux_5: 0.8410 (0.8387)  loss_vfl_dn_0: 0.4755 (0.4752)  loss_vfl_dn_1: 0.4131 (0.4174)  loss_vfl_dn_2: 0.3906 (0.4000)  loss_vfl_dn_3: 0.3818 (0.3923)  loss_vfl_dn_4: 0.3780 (0.3894)  loss_vfl_dn_5: 0.3776 (0.3887)  time: 0.4739  data: 0.0140  max mem: 5653
Epoch: [14]  [3200/7393]  eta: 0:33:28  lr: 0.000010  loss: 17.5040 (17.7578)  loss_bbox: 0.1557 (0.1765)  loss_bbox_aux_0: 0.1724 (0.1897)  loss_bbox_aux_1: 0.1666 (0.1813)  loss_bbox_aux_2: 0.1622 (0.1784)  loss_bbox_aux_3: 0.1606 (0.1767)  loss_bbox_aux_4: 0.1563 (0.1762)  loss_bbox_aux_5: 0.2185 (0.2335)  loss_bbox_dn_0: 0.2792 (0.3233)  loss_bbox_dn_1: 0.2156 (0.2531)  loss_bbox_dn_2: 0.2071 (0.2318)  loss_bbox_dn_3: 0.2015 (0.2242)  loss_bbox_dn_4: 0.2008 (0.2223)  loss_bbox_dn_5: 0.2007 (0.2222)  loss_giou: 0.5041 (0.5181)  loss_giou_aux_0: 0.5181 (0.5442)  loss_giou_aux_1: 0.5039 (0.5277)  loss_giou_aux_2: 0.5016 (0.5225)  loss_giou_aux_3: 0.5050 (0.5192)  loss_giou_aux_4: 0.5047 (0.5181)  loss_giou_aux_5: 0.5796 (0.6192)  loss_giou_dn_0: 0.6292 (0.6526)  loss_giou_dn_1: 0.5217 (0.5489)  loss_giou_dn_2: 0.4997 (0.5220)  loss_giou_dn_3: 0.4932 (0.5134)  loss_giou_dn_4: 0.4901 (0.5112)  loss_giou_dn_5: 0.4900 (0.5114)  loss_vfl: 0.7426 (0.7302)  loss_vfl_aux_0: 0.8522 (0.8653)  loss_vfl_aux_1: 0.8148 (0.8069)  loss_vfl_aux_2: 0.7661 (0.7617)  loss_vfl_aux_3: 0.7585 (0.7412)  loss_vfl_aux_4: 0.7593 (0.7336)  loss_vfl_aux_5: 0.8215 (0.8386)  loss_vfl_dn_0: 0.4750 (0.4752)  loss_vfl_dn_1: 0.4217 (0.4173)  loss_vfl_dn_2: 0.4008 (0.3999)  loss_vfl_dn_3: 0.3955 (0.3923)  loss_vfl_dn_4: 0.3917 (0.3893)  loss_vfl_dn_5: 0.3922 (0.3887)  time: 0.4622  data: 0.0142  max mem: 5653
Epoch: [14]  [3300/7393]  eta: 0:32:39  lr: 0.000010  loss: 17.1930 (17.7565)  loss_bbox: 0.1610 (0.1763)  loss_bbox_aux_0: 0.1728 (0.1895)  loss_bbox_aux_1: 0.1603 (0.1810)  loss_bbox_aux_2: 0.1593 (0.1782)  loss_bbox_aux_3: 0.1574 (0.1765)  loss_bbox_aux_4: 0.1568 (0.1760)  loss_bbox_aux_5: 0.2199 (0.2333)  loss_bbox_dn_0: 0.2757 (0.3228)  loss_bbox_dn_1: 0.2011 (0.2527)  loss_bbox_dn_2: 0.1810 (0.2315)  loss_bbox_dn_3: 0.1760 (0.2238)  loss_bbox_dn_4: 0.1747 (0.2219)  loss_bbox_dn_5: 0.1744 (0.2219)  loss_giou: 0.4870 (0.5183)  loss_giou_aux_0: 0.5055 (0.5445)  loss_giou_aux_1: 0.4959 (0.5278)  loss_giou_aux_2: 0.4945 (0.5226)  loss_giou_aux_3: 0.4878 (0.5194)  loss_giou_aux_4: 0.4860 (0.5183)  loss_giou_aux_5: 0.6039 (0.6194)  loss_giou_dn_0: 0.6186 (0.6527)  loss_giou_dn_1: 0.5105 (0.5490)  loss_giou_dn_2: 0.4855 (0.5222)  loss_giou_dn_3: 0.4758 (0.5135)  loss_giou_dn_4: 0.4732 (0.5114)  loss_giou_dn_5: 0.4725 (0.5115)  loss_vfl: 0.7283 (0.7303)  loss_vfl_aux_0: 0.8396 (0.8651)  loss_vfl_aux_1: 0.7985 (0.8071)  loss_vfl_aux_2: 0.7409 (0.7620)  loss_vfl_aux_3: 0.7399 (0.7413)  loss_vfl_aux_4: 0.7245 (0.7337)  loss_vfl_aux_5: 0.8199 (0.8384)  loss_vfl_dn_0: 0.4701 (0.4752)  loss_vfl_dn_1: 0.4159 (0.4173)  loss_vfl_dn_2: 0.3990 (0.4000)  loss_vfl_dn_3: 0.3936 (0.3923)  loss_vfl_dn_4: 0.3892 (0.3893)  loss_vfl_dn_5: 0.3875 (0.3887)  time: 0.4684  data: 0.0140  max mem: 5653
Epoch: [14]  [3400/7393]  eta: 0:31:50  lr: 0.000010  loss: 17.5804 (17.7505)  loss_bbox: 0.1563 (0.1762)  loss_bbox_aux_0: 0.1827 (0.1895)  loss_bbox_aux_1: 0.1696 (0.1809)  loss_bbox_aux_2: 0.1624 (0.1780)  loss_bbox_aux_3: 0.1557 (0.1764)  loss_bbox_aux_4: 0.1543 (0.1759)  loss_bbox_aux_5: 0.2295 (0.2332)  loss_bbox_dn_0: 0.2980 (0.3227)  loss_bbox_dn_1: 0.2363 (0.2526)  loss_bbox_dn_2: 0.2196 (0.2313)  loss_bbox_dn_3: 0.2122 (0.2237)  loss_bbox_dn_4: 0.2071 (0.2218)  loss_bbox_dn_5: 0.2074 (0.2217)  loss_giou: 0.4659 (0.5180)  loss_giou_aux_0: 0.5164 (0.5443)  loss_giou_aux_1: 0.4936 (0.5276)  loss_giou_aux_2: 0.4749 (0.5223)  loss_giou_aux_3: 0.4584 (0.5191)  loss_giou_aux_4: 0.4653 (0.5180)  loss_giou_aux_5: 0.5884 (0.6193)  loss_giou_dn_0: 0.6446 (0.6525)  loss_giou_dn_1: 0.5402 (0.5488)  loss_giou_dn_2: 0.5188 (0.5220)  loss_giou_dn_3: 0.5089 (0.5133)  loss_giou_dn_4: 0.5064 (0.5112)  loss_giou_dn_5: 0.5066 (0.5113)  loss_vfl: 0.7693 (0.7302)  loss_vfl_aux_0: 0.8988 (0.8647)  loss_vfl_aux_1: 0.8169 (0.8071)  loss_vfl_aux_2: 0.7785 (0.7618)  loss_vfl_aux_3: 0.7699 (0.7411)  loss_vfl_aux_4: 0.7643 (0.7335)  loss_vfl_aux_5: 0.8455 (0.8382)  loss_vfl_dn_0: 0.4764 (0.4751)  loss_vfl_dn_1: 0.4129 (0.4173)  loss_vfl_dn_2: 0.3920 (0.3999)  loss_vfl_dn_3: 0.3844 (0.3922)  loss_vfl_dn_4: 0.3813 (0.3893)  loss_vfl_dn_5: 0.3807 (0.3886)  time: 0.4771  data: 0.0142  max mem: 5653
Epoch: [14]  [3500/7393]  eta: 0:31:02  lr: 0.000010  loss: 18.5046 (17.7523)  loss_bbox: 0.1631 (0.1761)  loss_bbox_aux_0: 0.1767 (0.1894)  loss_bbox_aux_1: 0.1692 (0.1808)  loss_bbox_aux_2: 0.1690 (0.1780)  loss_bbox_aux_3: 0.1621 (0.1763)  loss_bbox_aux_4: 0.1620 (0.1758)  loss_bbox_aux_5: 0.2149 (0.2331)  loss_bbox_dn_0: 0.2785 (0.3224)  loss_bbox_dn_1: 0.2216 (0.2523)  loss_bbox_dn_2: 0.2038 (0.2310)  loss_bbox_dn_3: 0.2015 (0.2234)  loss_bbox_dn_4: 0.1985 (0.2215)  loss_bbox_dn_5: 0.1986 (0.2215)  loss_giou: 0.5716 (0.5184)  loss_giou_aux_0: 0.5707 (0.5447)  loss_giou_aux_1: 0.5810 (0.5280)  loss_giou_aux_2: 0.5823 (0.5227)  loss_giou_aux_3: 0.5706 (0.5195)  loss_giou_aux_4: 0.5730 (0.5184)  loss_giou_aux_5: 0.6611 (0.6197)  loss_giou_dn_0: 0.6519 (0.6526)  loss_giou_dn_1: 0.5578 (0.5488)  loss_giou_dn_2: 0.5336 (0.5220)  loss_giou_dn_3: 0.5270 (0.5133)  loss_giou_dn_4: 0.5250 (0.5112)  loss_giou_dn_5: 0.5253 (0.5113)  loss_vfl: 0.7229 (0.7303)  loss_vfl_aux_0: 0.8358 (0.8649)  loss_vfl_aux_1: 0.7912 (0.8074)  loss_vfl_aux_2: 0.7533 (0.7619)  loss_vfl_aux_3: 0.7417 (0.7413)  loss_vfl_aux_4: 0.7367 (0.7336)  loss_vfl_aux_5: 0.8178 (0.8382)  loss_vfl_dn_0: 0.4681 (0.4751)  loss_vfl_dn_1: 0.4235 (0.4173)  loss_vfl_dn_2: 0.4055 (0.3999)  loss_vfl_dn_3: 0.4010 (0.3922)  loss_vfl_dn_4: 0.3981 (0.3893)  loss_vfl_dn_5: 0.3981 (0.3886)  time: 0.4764  data: 0.0137  max mem: 5653
Epoch: [14]  [3600/7393]  eta: 0:30:20  lr: 0.000010  loss: 17.7296 (17.7601)  loss_bbox: 0.1600 (0.1762)  loss_bbox_aux_0: 0.1728 (0.1896)  loss_bbox_aux_1: 0.1577 (0.1810)  loss_bbox_aux_2: 0.1604 (0.1781)  loss_bbox_aux_3: 0.1590 (0.1764)  loss_bbox_aux_4: 0.1599 (0.1759)  loss_bbox_aux_5: 0.2065 (0.2332)  loss_bbox_dn_0: 0.2821 (0.3226)  loss_bbox_dn_1: 0.2107 (0.2525)  loss_bbox_dn_2: 0.1876 (0.2312)  loss_bbox_dn_3: 0.1794 (0.2236)  loss_bbox_dn_4: 0.1780 (0.2217)  loss_bbox_dn_5: 0.1779 (0.2216)  loss_giou: 0.5538 (0.5188)  loss_giou_aux_0: 0.5901 (0.5453)  loss_giou_aux_1: 0.5758 (0.5285)  loss_giou_aux_2: 0.5560 (0.5232)  loss_giou_aux_3: 0.5586 (0.5199)  loss_giou_aux_4: 0.5542 (0.5189)  loss_giou_aux_5: 0.6687 (0.6202)  loss_giou_dn_0: 0.6724 (0.6530)  loss_giou_dn_1: 0.5596 (0.5493)  loss_giou_dn_2: 0.5400 (0.5225)  loss_giou_dn_3: 0.5276 (0.5138)  loss_giou_dn_4: 0.5270 (0.5116)  loss_giou_dn_5: 0.5270 (0.5118)  loss_vfl: 0.6839 (0.7304)  loss_vfl_aux_0: 0.8129 (0.8645)  loss_vfl_aux_1: 0.7628 (0.8073)  loss_vfl_aux_2: 0.7277 (0.7619)  loss_vfl_aux_3: 0.6986 (0.7414)  loss_vfl_aux_4: 0.6810 (0.7336)  loss_vfl_aux_5: 0.8100 (0.8380)  loss_vfl_dn_0: 0.4654 (0.4750)  loss_vfl_dn_1: 0.4135 (0.4172)  loss_vfl_dn_2: 0.3974 (0.3998)  loss_vfl_dn_3: 0.3939 (0.3922)  loss_vfl_dn_4: 0.3885 (0.3893)  loss_vfl_dn_5: 0.3881 (0.3886)  time: 0.4646  data: 0.0144  max mem: 5653
Epoch: [14]  [3700/7393]  eta: 0:29:31  lr: 0.000010  loss: 17.7112 (17.7622)  loss_bbox: 0.1748 (0.1762)  loss_bbox_aux_0: 0.1875 (0.1896)  loss_bbox_aux_1: 0.1807 (0.1810)  loss_bbox_aux_2: 0.1807 (0.1781)  loss_bbox_aux_3: 0.1792 (0.1764)  loss_bbox_aux_4: 0.1731 (0.1759)  loss_bbox_aux_5: 0.2257 (0.2332)  loss_bbox_dn_0: 0.3221 (0.3227)  loss_bbox_dn_1: 0.2681 (0.2526)  loss_bbox_dn_2: 0.2443 (0.2313)  loss_bbox_dn_3: 0.2342 (0.2236)  loss_bbox_dn_4: 0.2339 (0.2217)  loss_bbox_dn_5: 0.2337 (0.2217)  loss_giou: 0.5167 (0.5189)  loss_giou_aux_0: 0.5316 (0.5455)  loss_giou_aux_1: 0.5195 (0.5286)  loss_giou_aux_2: 0.5221 (0.5233)  loss_giou_aux_3: 0.5169 (0.5200)  loss_giou_aux_4: 0.5106 (0.5190)  loss_giou_aux_5: 0.6209 (0.6203)  loss_giou_dn_0: 0.6405 (0.6531)  loss_giou_dn_1: 0.5349 (0.5493)  loss_giou_dn_2: 0.5080 (0.5225)  loss_giou_dn_3: 0.4987 (0.5138)  loss_giou_dn_4: 0.4958 (0.5116)  loss_giou_dn_5: 0.4958 (0.5118)  loss_vfl: 0.7445 (0.7306)  loss_vfl_aux_0: 0.8732 (0.8645)  loss_vfl_aux_1: 0.7995 (0.8075)  loss_vfl_aux_2: 0.7786 (0.7621)  loss_vfl_aux_3: 0.7407 (0.7415)  loss_vfl_aux_4: 0.7309 (0.7338)  loss_vfl_aux_5: 0.8155 (0.8379)  loss_vfl_dn_0: 0.4687 (0.4750)  loss_vfl_dn_1: 0.4101 (0.4173)  loss_vfl_dn_2: 0.3953 (0.3999)  loss_vfl_dn_3: 0.3896 (0.3922)  loss_vfl_dn_4: 0.3846 (0.3893)  loss_vfl_dn_5: 0.3856 (0.3887)  time: 0.4617  data: 0.0135  max mem: 5653
Epoch: [14]  [3800/7393]  eta: 0:28:42  lr: 0.000010  loss: 17.7461 (17.7626)  loss_bbox: 0.1848 (0.1762)  loss_bbox_aux_0: 0.1878 (0.1895)  loss_bbox_aux_1: 0.1834 (0.1809)  loss_bbox_aux_2: 0.1916 (0.1782)  loss_bbox_aux_3: 0.1808 (0.1764)  loss_bbox_aux_4: 0.1806 (0.1759)  loss_bbox_aux_5: 0.2282 (0.2330)  loss_bbox_dn_0: 0.3100 (0.3224)  loss_bbox_dn_1: 0.2308 (0.2524)  loss_bbox_dn_2: 0.2103 (0.2311)  loss_bbox_dn_3: 0.1998 (0.2235)  loss_bbox_dn_4: 0.1985 (0.2216)  loss_bbox_dn_5: 0.1985 (0.2215)  loss_giou: 0.5072 (0.5192)  loss_giou_aux_0: 0.5244 (0.5457)  loss_giou_aux_1: 0.5144 (0.5289)  loss_giou_aux_2: 0.5232 (0.5237)  loss_giou_aux_3: 0.5146 (0.5203)  loss_giou_aux_4: 0.5095 (0.5193)  loss_giou_aux_5: 0.6135 (0.6205)  loss_giou_dn_0: 0.6385 (0.6532)  loss_giou_dn_1: 0.5492 (0.5495)  loss_giou_dn_2: 0.5278 (0.5227)  loss_giou_dn_3: 0.5212 (0.5140)  loss_giou_dn_4: 0.5182 (0.5118)  loss_giou_dn_5: 0.5179 (0.5120)  loss_vfl: 0.7262 (0.7306)  loss_vfl_aux_0: 0.8571 (0.8644)  loss_vfl_aux_1: 0.7917 (0.8073)  loss_vfl_aux_2: 0.7398 (0.7618)  loss_vfl_aux_3: 0.7214 (0.7413)  loss_vfl_aux_4: 0.7319 (0.7337)  loss_vfl_aux_5: 0.8236 (0.8377)  loss_vfl_dn_0: 0.4693 (0.4749)  loss_vfl_dn_1: 0.4195 (0.4173)  loss_vfl_dn_2: 0.4005 (0.3999)  loss_vfl_dn_3: 0.3933 (0.3922)  loss_vfl_dn_4: 0.3901 (0.3893)  loss_vfl_dn_5: 0.3910 (0.3887)  time: 0.4868  data: 0.0141  max mem: 5653
Epoch: [14]  [3900/7393]  eta: 0:27:54  lr: 0.000010  loss: 16.8309 (17.7591)  loss_bbox: 0.1623 (0.1762)  loss_bbox_aux_0: 0.1763 (0.1895)  loss_bbox_aux_1: 0.1547 (0.1809)  loss_bbox_aux_2: 0.1577 (0.1782)  loss_bbox_aux_3: 0.1590 (0.1764)  loss_bbox_aux_4: 0.1574 (0.1759)  loss_bbox_aux_5: 0.2482 (0.2331)  loss_bbox_dn_0: 0.3595 (0.3224)  loss_bbox_dn_1: 0.2537 (0.2523)  loss_bbox_dn_2: 0.2248 (0.2310)  loss_bbox_dn_3: 0.2144 (0.2234)  loss_bbox_dn_4: 0.2119 (0.2215)  loss_bbox_dn_5: 0.2119 (0.2214)  loss_giou: 0.4305 (0.5191)  loss_giou_aux_0: 0.4480 (0.5456)  loss_giou_aux_1: 0.4322 (0.5288)  loss_giou_aux_2: 0.4305 (0.5236)  loss_giou_aux_3: 0.4343 (0.5202)  loss_giou_aux_4: 0.4339 (0.5192)  loss_giou_aux_5: 0.5481 (0.6204)  loss_giou_dn_0: 0.5951 (0.6529)  loss_giou_dn_1: 0.4949 (0.5493)  loss_giou_dn_2: 0.4613 (0.5225)  loss_giou_dn_3: 0.4505 (0.5138)  loss_giou_dn_4: 0.4497 (0.5116)  loss_giou_dn_5: 0.4505 (0.5118)  loss_vfl: 0.7091 (0.7305)  loss_vfl_aux_0: 0.8559 (0.8642)  loss_vfl_aux_1: 0.8126 (0.8073)  loss_vfl_aux_2: 0.7362 (0.7616)  loss_vfl_aux_3: 0.7223 (0.7412)  loss_vfl_aux_4: 0.7125 (0.7336)  loss_vfl_aux_5: 0.8453 (0.8375)  loss_vfl_dn_0: 0.4711 (0.4749)  loss_vfl_dn_1: 0.4149 (0.4172)  loss_vfl_dn_2: 0.3960 (0.3999)  loss_vfl_dn_3: 0.3865 (0.3922)  loss_vfl_dn_4: 0.3833 (0.3893)  loss_vfl_dn_5: 0.3822 (0.3886)  time: 0.4788  data: 0.0138  max mem: 5653
Epoch: [14]  [4000/7393]  eta: 0:27:05  lr: 0.000010  loss: 17.9121 (17.7622)  loss_bbox: 0.1905 (0.1762)  loss_bbox_aux_0: 0.1803 (0.1895)  loss_bbox_aux_1: 0.1939 (0.1809)  loss_bbox_aux_2: 0.1862 (0.1782)  loss_bbox_aux_3: 0.1845 (0.1764)  loss_bbox_aux_4: 0.1862 (0.1759)  loss_bbox_aux_5: 0.2292 (0.2331)  loss_bbox_dn_0: 0.3104 (0.3223)  loss_bbox_dn_1: 0.2563 (0.2522)  loss_bbox_dn_2: 0.2278 (0.2309)  loss_bbox_dn_3: 0.2190 (0.2233)  loss_bbox_dn_4: 0.2166 (0.2214)  loss_bbox_dn_5: 0.2161 (0.2213)  loss_giou: 0.4608 (0.5194)  loss_giou_aux_0: 0.4886 (0.5459)  loss_giou_aux_1: 0.4679 (0.5290)  loss_giou_aux_2: 0.4500 (0.5238)  loss_giou_aux_3: 0.4627 (0.5205)  loss_giou_aux_4: 0.4614 (0.5194)  loss_giou_aux_5: 0.5568 (0.6207)  loss_giou_dn_0: 0.6249 (0.6531)  loss_giou_dn_1: 0.5168 (0.5495)  loss_giou_dn_2: 0.4946 (0.5226)  loss_giou_dn_3: 0.4881 (0.5140)  loss_giou_dn_4: 0.4854 (0.5118)  loss_giou_dn_5: 0.4857 (0.5120)  loss_vfl: 0.7349 (0.7307)  loss_vfl_aux_0: 0.8764 (0.8642)  loss_vfl_aux_1: 0.8061 (0.8074)  loss_vfl_aux_2: 0.7556 (0.7618)  loss_vfl_aux_3: 0.7491 (0.7415)  loss_vfl_aux_4: 0.7371 (0.7339)  loss_vfl_aux_5: 0.8598 (0.8374)  loss_vfl_dn_0: 0.4775 (0.4749)  loss_vfl_dn_1: 0.4190 (0.4172)  loss_vfl_dn_2: 0.4022 (0.3998)  loss_vfl_dn_3: 0.3952 (0.3922)  loss_vfl_dn_4: 0.3912 (0.3893)  loss_vfl_dn_5: 0.3867 (0.3886)  time: 0.4745  data: 0.0141  max mem: 5653
Epoch: [14]  [4100/7393]  eta: 0:26:20  lr: 0.000010  loss: 18.1011 (17.7646)  loss_bbox: 0.1706 (0.1762)  loss_bbox_aux_0: 0.1751 (0.1896)  loss_bbox_aux_1: 0.1627 (0.1809)  loss_bbox_aux_2: 0.1689 (0.1782)  loss_bbox_aux_3: 0.1711 (0.1764)  loss_bbox_aux_4: 0.1688 (0.1759)  loss_bbox_aux_5: 0.2241 (0.2331)  loss_bbox_dn_0: 0.2978 (0.3223)  loss_bbox_dn_1: 0.2201 (0.2523)  loss_bbox_dn_2: 0.2011 (0.2309)  loss_bbox_dn_3: 0.1959 (0.2233)  loss_bbox_dn_4: 0.1951 (0.2214)  loss_bbox_dn_5: 0.1951 (0.2214)  loss_giou: 0.5617 (0.5196)  loss_giou_aux_0: 0.5725 (0.5461)  loss_giou_aux_1: 0.5619 (0.5292)  loss_giou_aux_2: 0.5576 (0.5240)  loss_giou_aux_3: 0.5596 (0.5207)  loss_giou_aux_4: 0.5532 (0.5197)  loss_giou_aux_5: 0.6068 (0.6207)  loss_giou_dn_0: 0.6763 (0.6532)  loss_giou_dn_1: 0.5591 (0.5497)  loss_giou_dn_2: 0.5313 (0.5228)  loss_giou_dn_3: 0.5256 (0.5141)  loss_giou_dn_4: 0.5231 (0.5120)  loss_giou_dn_5: 0.5232 (0.5121)  loss_vfl: 0.7055 (0.7305)  loss_vfl_aux_0: 0.8411 (0.8642)  loss_vfl_aux_1: 0.7894 (0.8074)  loss_vfl_aux_2: 0.7213 (0.7619)  loss_vfl_aux_3: 0.7055 (0.7414)  loss_vfl_aux_4: 0.7013 (0.7337)  loss_vfl_aux_5: 0.8240 (0.8376)  loss_vfl_dn_0: 0.4743 (0.4749)  loss_vfl_dn_1: 0.4190 (0.4172)  loss_vfl_dn_2: 0.4008 (0.3998)  loss_vfl_dn_3: 0.3960 (0.3922)  loss_vfl_dn_4: 0.3885 (0.3893)  loss_vfl_dn_5: 0.3868 (0.3886)  time: 0.7173  data: 0.0149  max mem: 5653
Epoch: [14]  [4200/7393]  eta: 0:25:31  lr: 0.000010  loss: 17.1250 (17.7617)  loss_bbox: 0.1498 (0.1762)  loss_bbox_aux_0: 0.1628 (0.1895)  loss_bbox_aux_1: 0.1585 (0.1808)  loss_bbox_aux_2: 0.1502 (0.1782)  loss_bbox_aux_3: 0.1487 (0.1764)  loss_bbox_aux_4: 0.1499 (0.1759)  loss_bbox_aux_5: 0.2010 (0.2330)  loss_bbox_dn_0: 0.2869 (0.3224)  loss_bbox_dn_1: 0.2020 (0.2522)  loss_bbox_dn_2: 0.1879 (0.2309)  loss_bbox_dn_3: 0.1835 (0.2233)  loss_bbox_dn_4: 0.1835 (0.2214)  loss_bbox_dn_5: 0.1834 (0.2214)  loss_giou: 0.4694 (0.5193)  loss_giou_aux_0: 0.5056 (0.5458)  loss_giou_aux_1: 0.4726 (0.5289)  loss_giou_aux_2: 0.4674 (0.5237)  loss_giou_aux_3: 0.4628 (0.5204)  loss_giou_aux_4: 0.4605 (0.5194)  loss_giou_aux_5: 0.5607 (0.6204)  loss_giou_dn_0: 0.6301 (0.6530)  loss_giou_dn_1: 0.5380 (0.5494)  loss_giou_dn_2: 0.5102 (0.5225)  loss_giou_dn_3: 0.5014 (0.5138)  loss_giou_dn_4: 0.5000 (0.5117)  loss_giou_dn_5: 0.5001 (0.5118)  loss_vfl: 0.7526 (0.7306)  loss_vfl_aux_0: 0.8679 (0.8644)  loss_vfl_aux_1: 0.8265 (0.8077)  loss_vfl_aux_2: 0.7825 (0.7620)  loss_vfl_aux_3: 0.7518 (0.7415)  loss_vfl_aux_4: 0.7404 (0.7338)  loss_vfl_aux_5: 0.8732 (0.8379)  loss_vfl_dn_0: 0.4835 (0.4749)  loss_vfl_dn_1: 0.4213 (0.4172)  loss_vfl_dn_2: 0.4015 (0.3998)  loss_vfl_dn_3: 0.3954 (0.3922)  loss_vfl_dn_4: 0.3922 (0.3893)  loss_vfl_dn_5: 0.3927 (0.3886)  time: 0.4769  data: 0.0135  max mem: 5653
Epoch: [14]  [4300/7393]  eta: 0:24:43  lr: 0.000010  loss: 17.6014 (17.7590)  loss_bbox: 0.1860 (0.1761)  loss_bbox_aux_0: 0.1985 (0.1894)  loss_bbox_aux_1: 0.1856 (0.1807)  loss_bbox_aux_2: 0.1856 (0.1781)  loss_bbox_aux_3: 0.1783 (0.1763)  loss_bbox_aux_4: 0.1804 (0.1758)  loss_bbox_aux_5: 0.2397 (0.2330)  loss_bbox_dn_0: 0.3690 (0.3224)  loss_bbox_dn_1: 0.2929 (0.2523)  loss_bbox_dn_2: 0.2720 (0.2310)  loss_bbox_dn_3: 0.2607 (0.2233)  loss_bbox_dn_4: 0.2572 (0.2214)  loss_bbox_dn_5: 0.2571 (0.2214)  loss_giou: 0.4645 (0.5190)  loss_giou_aux_0: 0.4950 (0.5455)  loss_giou_aux_1: 0.4595 (0.5286)  loss_giou_aux_2: 0.4439 (0.5234)  loss_giou_aux_3: 0.4514 (0.5201)  loss_giou_aux_4: 0.4642 (0.5191)  loss_giou_aux_5: 0.5741 (0.6201)  loss_giou_dn_0: 0.6276 (0.6528)  loss_giou_dn_1: 0.5162 (0.5492)  loss_giou_dn_2: 0.4868 (0.5223)  loss_giou_dn_3: 0.4741 (0.5136)  loss_giou_dn_4: 0.4706 (0.5115)  loss_giou_dn_5: 0.4710 (0.5116)  loss_vfl: 0.7307 (0.7308)  loss_vfl_aux_0: 0.8674 (0.8645)  loss_vfl_aux_1: 0.8035 (0.8079)  loss_vfl_aux_2: 0.7685 (0.7622)  loss_vfl_aux_3: 0.7554 (0.7417)  loss_vfl_aux_4: 0.7174 (0.7340)  loss_vfl_aux_5: 0.8444 (0.8378)  loss_vfl_dn_0: 0.4811 (0.4750)  loss_vfl_dn_1: 0.4229 (0.4172)  loss_vfl_dn_2: 0.3998 (0.3998)  loss_vfl_dn_3: 0.3932 (0.3922)  loss_vfl_dn_4: 0.3937 (0.3893)  loss_vfl_dn_5: 0.3916 (0.3886)  time: 0.4614  data: 0.0139  max mem: 5653
Epoch: [14]  [4400/7393]  eta: 0:23:54  lr: 0.000010  loss: 17.9331 (17.7608)  loss_bbox: 0.1773 (0.1761)  loss_bbox_aux_0: 0.2009 (0.1894)  loss_bbox_aux_1: 0.1880 (0.1807)  loss_bbox_aux_2: 0.1833 (0.1781)  loss_bbox_aux_3: 0.1748 (0.1763)  loss_bbox_aux_4: 0.1744 (0.1758)  loss_bbox_aux_5: 0.2480 (0.2330)  loss_bbox_dn_0: 0.3223 (0.3223)  loss_bbox_dn_1: 0.2498 (0.2522)  loss_bbox_dn_2: 0.2227 (0.2309)  loss_bbox_dn_3: 0.2172 (0.2233)  loss_bbox_dn_4: 0.2146 (0.2214)  loss_bbox_dn_5: 0.2146 (0.2214)  loss_giou: 0.4674 (0.5190)  loss_giou_aux_0: 0.5186 (0.5457)  loss_giou_aux_1: 0.4879 (0.5287)  loss_giou_aux_2: 0.4882 (0.5234)  loss_giou_aux_3: 0.4721 (0.5201)  loss_giou_aux_4: 0.4676 (0.5191)  loss_giou_aux_5: 0.5923 (0.6202)  loss_giou_dn_0: 0.5967 (0.6528)  loss_giou_dn_1: 0.4965 (0.5492)  loss_giou_dn_2: 0.4771 (0.5223)  loss_giou_dn_3: 0.4670 (0.5136)  loss_giou_dn_4: 0.4639 (0.5115)  loss_giou_dn_5: 0.4642 (0.5116)  loss_vfl: 0.7558 (0.7312)  loss_vfl_aux_0: 0.8994 (0.8644)  loss_vfl_aux_1: 0.8305 (0.8080)  loss_vfl_aux_2: 0.8189 (0.7626)  loss_vfl_aux_3: 0.7760 (0.7421)  loss_vfl_aux_4: 0.7670 (0.7344)  loss_vfl_aux_5: 0.8610 (0.8378)  loss_vfl_dn_0: 0.4753 (0.4750)  loss_vfl_dn_1: 0.4134 (0.4172)  loss_vfl_dn_2: 0.3973 (0.3999)  loss_vfl_dn_3: 0.3890 (0.3922)  loss_vfl_dn_4: 0.3865 (0.3893)  loss_vfl_dn_5: 0.3859 (0.3887)  time: 0.4669  data: 0.0146  max mem: 5653
Epoch: [14]  [4500/7393]  eta: 0:23:05  lr: 0.000010  loss: 17.6267 (17.7594)  loss_bbox: 0.1749 (0.1759)  loss_bbox_aux_0: 0.1779 (0.1892)  loss_bbox_aux_1: 0.1721 (0.1805)  loss_bbox_aux_2: 0.1749 (0.1779)  loss_bbox_aux_3: 0.1748 (0.1761)  loss_bbox_aux_4: 0.1748 (0.1756)  loss_bbox_aux_5: 0.2260 (0.2328)  loss_bbox_dn_0: 0.2887 (0.3218)  loss_bbox_dn_1: 0.2193 (0.2518)  loss_bbox_dn_2: 0.2048 (0.2305)  loss_bbox_dn_3: 0.1905 (0.2229)  loss_bbox_dn_4: 0.1885 (0.2210)  loss_bbox_dn_5: 0.1884 (0.2210)  loss_giou: 0.5329 (0.5195)  loss_giou_aux_0: 0.5450 (0.5461)  loss_giou_aux_1: 0.5201 (0.5292)  loss_giou_aux_2: 0.5422 (0.5239)  loss_giou_aux_3: 0.5359 (0.5207)  loss_giou_aux_4: 0.5267 (0.5196)  loss_giou_aux_5: 0.6240 (0.6206)  loss_giou_dn_0: 0.6505 (0.6530)  loss_giou_dn_1: 0.5502 (0.5495)  loss_giou_dn_2: 0.5207 (0.5226)  loss_giou_dn_3: 0.5090 (0.5140)  loss_giou_dn_4: 0.5072 (0.5118)  loss_giou_dn_5: 0.5079 (0.5120)  loss_vfl: 0.7163 (0.7309)  loss_vfl_aux_0: 0.8319 (0.8639)  loss_vfl_aux_1: 0.7922 (0.8076)  loss_vfl_aux_2: 0.7401 (0.7621)  loss_vfl_aux_3: 0.7143 (0.7417)  loss_vfl_aux_4: 0.7204 (0.7340)  loss_vfl_aux_5: 0.8364 (0.8372)  loss_vfl_dn_0: 0.4735 (0.4750)  loss_vfl_dn_1: 0.4137 (0.4172)  loss_vfl_dn_2: 0.4001 (0.3999)  loss_vfl_dn_3: 0.3909 (0.3922)  loss_vfl_dn_4: 0.3864 (0.3893)  loss_vfl_dn_5: 0.3860 (0.3887)  time: 0.4729  data: 0.0140  max mem: 5653
Epoch: [14]  [4600/7393]  eta: 0:22:20  lr: 0.000010  loss: 17.3836 (17.7596)  loss_bbox: 0.1687 (0.1760)  loss_bbox_aux_0: 0.1847 (0.1893)  loss_bbox_aux_1: 0.1762 (0.1806)  loss_bbox_aux_2: 0.1742 (0.1780)  loss_bbox_aux_3: 0.1693 (0.1762)  loss_bbox_aux_4: 0.1685 (0.1757)  loss_bbox_aux_5: 0.2149 (0.2328)  loss_bbox_dn_0: 0.3064 (0.3217)  loss_bbox_dn_1: 0.2348 (0.2517)  loss_bbox_dn_2: 0.2117 (0.2305)  loss_bbox_dn_3: 0.1971 (0.2229)  loss_bbox_dn_4: 0.1904 (0.2210)  loss_bbox_dn_5: 0.1902 (0.2209)  loss_giou: 0.5295 (0.5197)  loss_giou_aux_0: 0.5664 (0.5463)  loss_giou_aux_1: 0.5417 (0.5293)  loss_giou_aux_2: 0.5351 (0.5241)  loss_giou_aux_3: 0.5238 (0.5208)  loss_giou_aux_4: 0.5254 (0.5198)  loss_giou_aux_5: 0.6283 (0.6208)  loss_giou_dn_0: 0.6570 (0.6531)  loss_giou_dn_1: 0.5564 (0.5496)  loss_giou_dn_2: 0.5316 (0.5227)  loss_giou_dn_3: 0.5218 (0.5141)  loss_giou_dn_4: 0.5210 (0.5120)  loss_giou_dn_5: 0.5212 (0.5121)  loss_vfl: 0.7007 (0.7308)  loss_vfl_aux_0: 0.8079 (0.8633)  loss_vfl_aux_1: 0.7640 (0.8073)  loss_vfl_aux_2: 0.7192 (0.7619)  loss_vfl_aux_3: 0.7082 (0.7416)  loss_vfl_aux_4: 0.7075 (0.7339)  loss_vfl_aux_5: 0.7775 (0.8369)  loss_vfl_dn_0: 0.4718 (0.4749)  loss_vfl_dn_1: 0.4105 (0.4172)  loss_vfl_dn_2: 0.3947 (0.3998)  loss_vfl_dn_3: 0.3830 (0.3922)  loss_vfl_dn_4: 0.3788 (0.3893)  loss_vfl_dn_5: 0.3771 (0.3887)  time: 0.4757  data: 0.0136  max mem: 5653
Epoch: [14]  [4700/7393]  eta: 0:21:32  lr: 0.000010  loss: 17.3742 (17.7547)  loss_bbox: 0.1768 (0.1758)  loss_bbox_aux_0: 0.1838 (0.1891)  loss_bbox_aux_1: 0.1764 (0.1804)  loss_bbox_aux_2: 0.1764 (0.1778)  loss_bbox_aux_3: 0.1734 (0.1760)  loss_bbox_aux_4: 0.1732 (0.1755)  loss_bbox_aux_5: 0.2328 (0.2326)  loss_bbox_dn_0: 0.2891 (0.3213)  loss_bbox_dn_1: 0.2104 (0.2513)  loss_bbox_dn_2: 0.1952 (0.2301)  loss_bbox_dn_3: 0.1893 (0.2225)  loss_bbox_dn_4: 0.1863 (0.2206)  loss_bbox_dn_5: 0.1860 (0.2205)  loss_giou: 0.4885 (0.5197)  loss_giou_aux_0: 0.5114 (0.5463)  loss_giou_aux_1: 0.4970 (0.5294)  loss_giou_aux_2: 0.4913 (0.5241)  loss_giou_aux_3: 0.4993 (0.5209)  loss_giou_aux_4: 0.4870 (0.5198)  loss_giou_aux_5: 0.5886 (0.6208)  loss_giou_dn_0: 0.6351 (0.6530)  loss_giou_dn_1: 0.5371 (0.5495)  loss_giou_dn_2: 0.5097 (0.5227)  loss_giou_dn_3: 0.4987 (0.5141)  loss_giou_dn_4: 0.4960 (0.5119)  loss_giou_dn_5: 0.4962 (0.5121)  loss_vfl: 0.6622 (0.7307)  loss_vfl_aux_0: 0.8038 (0.8632)  loss_vfl_aux_1: 0.7489 (0.8072)  loss_vfl_aux_2: 0.7053 (0.7619)  loss_vfl_aux_3: 0.6804 (0.7415)  loss_vfl_aux_4: 0.6676 (0.7338)  loss_vfl_aux_5: 0.7966 (0.8370)  loss_vfl_dn_0: 0.4652 (0.4748)  loss_vfl_dn_1: 0.4101 (0.4172)  loss_vfl_dn_2: 0.3932 (0.3998)  loss_vfl_dn_3: 0.3888 (0.3922)  loss_vfl_dn_4: 0.3829 (0.3893)  loss_vfl_dn_5: 0.3826 (0.3887)  time: 0.4866  data: 0.0147  max mem: 5653
Epoch: [14]  [4800/7393]  eta: 0:20:43  lr: 0.000010  loss: 17.5573 (17.7564)  loss_bbox: 0.1512 (0.1758)  loss_bbox_aux_0: 0.1701 (0.1892)  loss_bbox_aux_1: 0.1633 (0.1805)  loss_bbox_aux_2: 0.1576 (0.1778)  loss_bbox_aux_3: 0.1556 (0.1760)  loss_bbox_aux_4: 0.1542 (0.1755)  loss_bbox_aux_5: 0.2149 (0.2327)  loss_bbox_dn_0: 0.2959 (0.3214)  loss_bbox_dn_1: 0.2306 (0.2515)  loss_bbox_dn_2: 0.2127 (0.2302)  loss_bbox_dn_3: 0.2094 (0.2227)  loss_bbox_dn_4: 0.2080 (0.2208)  loss_bbox_dn_5: 0.2086 (0.2207)  loss_giou: 0.5049 (0.5195)  loss_giou_aux_0: 0.5201 (0.5461)  loss_giou_aux_1: 0.5169 (0.5292)  loss_giou_aux_2: 0.5185 (0.5239)  loss_giou_aux_3: 0.5075 (0.5207)  loss_giou_aux_4: 0.5093 (0.5196)  loss_giou_aux_5: 0.6067 (0.6206)  loss_giou_dn_0: 0.6501 (0.6530)  loss_giou_dn_1: 0.5451 (0.5495)  loss_giou_dn_2: 0.5228 (0.5226)  loss_giou_dn_3: 0.5135 (0.5140)  loss_giou_dn_4: 0.5112 (0.5119)  loss_giou_dn_5: 0.5112 (0.5120)  loss_vfl: 0.7267 (0.7310)  loss_vfl_aux_0: 0.8357 (0.8633)  loss_vfl_aux_1: 0.7853 (0.8074)  loss_vfl_aux_2: 0.7521 (0.7622)  loss_vfl_aux_3: 0.7302 (0.7418)  loss_vfl_aux_4: 0.7333 (0.7342)  loss_vfl_aux_5: 0.8332 (0.8370)  loss_vfl_dn_0: 0.4654 (0.4749)  loss_vfl_dn_1: 0.4061 (0.4172)  loss_vfl_dn_2: 0.3865 (0.3998)  loss_vfl_dn_3: 0.3815 (0.3922)  loss_vfl_dn_4: 0.3784 (0.3893)  loss_vfl_dn_5: 0.3770 (0.3887)  time: 0.4628  data: 0.0140  max mem: 5653
Epoch: [14]  [4900/7393]  eta: 0:19:55  lr: 0.000010  loss: 17.4838 (17.7551)  loss_bbox: 0.1529 (0.1756)  loss_bbox_aux_0: 0.1728 (0.1890)  loss_bbox_aux_1: 0.1686 (0.1803)  loss_bbox_aux_2: 0.1643 (0.1777)  loss_bbox_aux_3: 0.1555 (0.1759)  loss_bbox_aux_4: 0.1531 (0.1753)  loss_bbox_aux_5: 0.2129 (0.2325)  loss_bbox_dn_0: 0.2647 (0.3212)  loss_bbox_dn_1: 0.1952 (0.2512)  loss_bbox_dn_2: 0.1815 (0.2300)  loss_bbox_dn_3: 0.1791 (0.2224)  loss_bbox_dn_4: 0.1789 (0.2206)  loss_bbox_dn_5: 0.1791 (0.2205)  loss_giou: 0.4788 (0.5195)  loss_giou_aux_0: 0.5020 (0.5462)  loss_giou_aux_1: 0.4977 (0.5292)  loss_giou_aux_2: 0.4898 (0.5239)  loss_giou_aux_3: 0.4852 (0.5206)  loss_giou_aux_4: 0.4898 (0.5196)  loss_giou_aux_5: 0.5871 (0.6206)  loss_giou_dn_0: 0.6451 (0.6530)  loss_giou_dn_1: 0.5488 (0.5495)  loss_giou_dn_2: 0.5197 (0.5226)  loss_giou_dn_3: 0.5104 (0.5140)  loss_giou_dn_4: 0.5074 (0.5119)  loss_giou_dn_5: 0.5073 (0.5120)  loss_vfl: 0.7186 (0.7313)  loss_vfl_aux_0: 0.8475 (0.8634)  loss_vfl_aux_1: 0.7857 (0.8074)  loss_vfl_aux_2: 0.7563 (0.7623)  loss_vfl_aux_3: 0.7524 (0.7421)  loss_vfl_aux_4: 0.7178 (0.7344)  loss_vfl_aux_5: 0.8254 (0.8370)  loss_vfl_dn_0: 0.4641 (0.4748)  loss_vfl_dn_1: 0.4102 (0.4172)  loss_vfl_dn_2: 0.3954 (0.3999)  loss_vfl_dn_3: 0.3852 (0.3922)  loss_vfl_dn_4: 0.3848 (0.3894)  loss_vfl_dn_5: 0.3829 (0.3887)  time: 0.4658  data: 0.0136  max mem: 5653
Epoch: [14]  [5000/7393]  eta: 0:19:06  lr: 0.000010  loss: 17.2561 (17.7507)  loss_bbox: 0.1576 (0.1756)  loss_bbox_aux_0: 0.1685 (0.1890)  loss_bbox_aux_1: 0.1644 (0.1803)  loss_bbox_aux_2: 0.1601 (0.1776)  loss_bbox_aux_3: 0.1538 (0.1758)  loss_bbox_aux_4: 0.1549 (0.1752)  loss_bbox_aux_5: 0.2084 (0.2324)  loss_bbox_dn_0: 0.2793 (0.3210)  loss_bbox_dn_1: 0.2177 (0.2512)  loss_bbox_dn_2: 0.1958 (0.2300)  loss_bbox_dn_3: 0.1937 (0.2224)  loss_bbox_dn_4: 0.1926 (0.2205)  loss_bbox_dn_5: 0.1924 (0.2204)  loss_giou: 0.4953 (0.5192)  loss_giou_aux_0: 0.5243 (0.5459)  loss_giou_aux_1: 0.5039 (0.5289)  loss_giou_aux_2: 0.5085 (0.5236)  loss_giou_aux_3: 0.4987 (0.5203)  loss_giou_aux_4: 0.5022 (0.5193)  loss_giou_aux_5: 0.5979 (0.6203)  loss_giou_dn_0: 0.6444 (0.6528)  loss_giou_dn_1: 0.5514 (0.5493)  loss_giou_dn_2: 0.5252 (0.5224)  loss_giou_dn_3: 0.5202 (0.5138)  loss_giou_dn_4: 0.5183 (0.5117)  loss_giou_dn_5: 0.5190 (0.5118)  loss_vfl: 0.7248 (0.7314)  loss_vfl_aux_0: 0.8161 (0.8632)  loss_vfl_aux_1: 0.7715 (0.8073)  loss_vfl_aux_2: 0.7362 (0.7623)  loss_vfl_aux_3: 0.7196 (0.7421)  loss_vfl_aux_4: 0.7253 (0.7345)  loss_vfl_aux_5: 0.8099 (0.8371)  loss_vfl_dn_0: 0.4716 (0.4748)  loss_vfl_dn_1: 0.4101 (0.4172)  loss_vfl_dn_2: 0.3967 (0.3998)  loss_vfl_dn_3: 0.3905 (0.3922)  loss_vfl_dn_4: 0.3900 (0.3894)  loss_vfl_dn_5: 0.3882 (0.3887)  time: 0.4723  data: 0.0145  max mem: 5653
Epoch: [14]  [5100/7393]  eta: 0:18:18  lr: 0.000010  loss: 17.4392 (17.7508)  loss_bbox: 0.1657 (0.1754)  loss_bbox_aux_0: 0.1795 (0.1888)  loss_bbox_aux_1: 0.1655 (0.1801)  loss_bbox_aux_2: 0.1685 (0.1775)  loss_bbox_aux_3: 0.1635 (0.1756)  loss_bbox_aux_4: 0.1656 (0.1751)  loss_bbox_aux_5: 0.2270 (0.2322)  loss_bbox_dn_0: 0.2939 (0.3207)  loss_bbox_dn_1: 0.2294 (0.2509)  loss_bbox_dn_2: 0.2063 (0.2297)  loss_bbox_dn_3: 0.1976 (0.2221)  loss_bbox_dn_4: 0.1959 (0.2203)  loss_bbox_dn_5: 0.1959 (0.2202)  loss_giou: 0.4782 (0.5195)  loss_giou_aux_0: 0.5163 (0.5462)  loss_giou_aux_1: 0.5031 (0.5292)  loss_giou_aux_2: 0.4832 (0.5239)  loss_giou_aux_3: 0.4774 (0.5206)  loss_giou_aux_4: 0.4776 (0.5195)  loss_giou_aux_5: 0.6042 (0.6206)  loss_giou_dn_0: 0.6357 (0.6530)  loss_giou_dn_1: 0.5416 (0.5495)  loss_giou_dn_2: 0.5167 (0.5227)  loss_giou_dn_3: 0.5107 (0.5141)  loss_giou_dn_4: 0.5087 (0.5119)  loss_giou_dn_5: 0.5093 (0.5121)  loss_vfl: 0.7303 (0.7314)  loss_vfl_aux_0: 0.8363 (0.8630)  loss_vfl_aux_1: 0.7916 (0.8072)  loss_vfl_aux_2: 0.7516 (0.7623)  loss_vfl_aux_3: 0.7357 (0.7422)  loss_vfl_aux_4: 0.7324 (0.7345)  loss_vfl_aux_5: 0.8207 (0.8367)  loss_vfl_dn_0: 0.4650 (0.4747)  loss_vfl_dn_1: 0.4171 (0.4172)  loss_vfl_dn_2: 0.3974 (0.3999)  loss_vfl_dn_3: 0.3852 (0.3922)  loss_vfl_dn_4: 0.3848 (0.3894)  loss_vfl_dn_5: 0.3821 (0.3887)  time: 0.4709  data: 0.0139  max mem: 5653
Epoch: [14]  [5200/7393]  eta: 0:17:32  lr: 0.000010  loss: 18.0231 (17.7516)  loss_bbox: 0.1618 (0.1754)  loss_bbox_aux_0: 0.1786 (0.1887)  loss_bbox_aux_1: 0.1690 (0.1801)  loss_bbox_aux_2: 0.1669 (0.1775)  loss_bbox_aux_3: 0.1605 (0.1756)  loss_bbox_aux_4: 0.1617 (0.1751)  loss_bbox_aux_5: 0.2273 (0.2322)  loss_bbox_dn_0: 0.3171 (0.3208)  loss_bbox_dn_1: 0.2427 (0.2510)  loss_bbox_dn_2: 0.2144 (0.2298)  loss_bbox_dn_3: 0.2039 (0.2222)  loss_bbox_dn_4: 0.2027 (0.2204)  loss_bbox_dn_5: 0.2026 (0.2203)  loss_giou: 0.5114 (0.5192)  loss_giou_aux_0: 0.5468 (0.5459)  loss_giou_aux_1: 0.5234 (0.5290)  loss_giou_aux_2: 0.5169 (0.5237)  loss_giou_aux_3: 0.5053 (0.5204)  loss_giou_aux_4: 0.5139 (0.5193)  loss_giou_aux_5: 0.6182 (0.6203)  loss_giou_dn_0: 0.6567 (0.6529)  loss_giou_dn_1: 0.5381 (0.5494)  loss_giou_dn_2: 0.5008 (0.5225)  loss_giou_dn_3: 0.4819 (0.5139)  loss_giou_dn_4: 0.4772 (0.5118)  loss_giou_dn_5: 0.4773 (0.5119)  loss_vfl: 0.7063 (0.7317)  loss_vfl_aux_0: 0.8660 (0.8634)  loss_vfl_aux_1: 0.7847 (0.8074)  loss_vfl_aux_2: 0.7582 (0.7627)  loss_vfl_aux_3: 0.7309 (0.7425)  loss_vfl_aux_4: 0.7143 (0.7348)  loss_vfl_aux_5: 0.8236 (0.8371)  loss_vfl_dn_0: 0.4763 (0.4748)  loss_vfl_dn_1: 0.4241 (0.4172)  loss_vfl_dn_2: 0.4063 (0.3999)  loss_vfl_dn_3: 0.3991 (0.3923)  loss_vfl_dn_4: 0.3966 (0.3894)  loss_vfl_dn_5: 0.3968 (0.3888)  time: 0.4663  data: 0.0136  max mem: 5653
Epoch: [14]  [5300/7393]  eta: 0:16:43  lr: 0.000010  loss: 17.2606 (17.7472)  loss_bbox: 0.1455 (0.1753)  loss_bbox_aux_0: 0.1638 (0.1886)  loss_bbox_aux_1: 0.1581 (0.1800)  loss_bbox_aux_2: 0.1551 (0.1774)  loss_bbox_aux_3: 0.1532 (0.1755)  loss_bbox_aux_4: 0.1504 (0.1750)  loss_bbox_aux_5: 0.2002 (0.2321)  loss_bbox_dn_0: 0.2677 (0.3207)  loss_bbox_dn_1: 0.2123 (0.2509)  loss_bbox_dn_2: 0.1875 (0.2297)  loss_bbox_dn_3: 0.1826 (0.2221)  loss_bbox_dn_4: 0.1830 (0.2203)  loss_bbox_dn_5: 0.1829 (0.2202)  loss_giou: 0.5176 (0.5191)  loss_giou_aux_0: 0.5756 (0.5457)  loss_giou_aux_1: 0.5431 (0.5288)  loss_giou_aux_2: 0.5304 (0.5235)  loss_giou_aux_3: 0.5345 (0.5202)  loss_giou_aux_4: 0.5209 (0.5192)  loss_giou_aux_5: 0.6578 (0.6201)  loss_giou_dn_0: 0.6361 (0.6527)  loss_giou_dn_1: 0.5433 (0.5492)  loss_giou_dn_2: 0.5183 (0.5223)  loss_giou_dn_3: 0.5083 (0.5137)  loss_giou_dn_4: 0.5068 (0.5116)  loss_giou_dn_5: 0.5074 (0.5117)  loss_vfl: 0.6996 (0.7318)  loss_vfl_aux_0: 0.8181 (0.8633)  loss_vfl_aux_1: 0.7664 (0.8074)  loss_vfl_aux_2: 0.7202 (0.7626)  loss_vfl_aux_3: 0.7141 (0.7425)  loss_vfl_aux_4: 0.7021 (0.7348)  loss_vfl_aux_5: 0.8096 (0.8370)  loss_vfl_dn_0: 0.4675 (0.4748)  loss_vfl_dn_1: 0.4058 (0.4171)  loss_vfl_dn_2: 0.3890 (0.3998)  loss_vfl_dn_3: 0.3830 (0.3922)  loss_vfl_dn_4: 0.3769 (0.3893)  loss_vfl_dn_5: 0.3768 (0.3887)  time: 0.4621  data: 0.0135  max mem: 5653
Epoch: [14]  [5400/7393]  eta: 0:15:55  lr: 0.000010  loss: 17.0215 (17.7442)  loss_bbox: 0.1658 (0.1753)  loss_bbox_aux_0: 0.1882 (0.1886)  loss_bbox_aux_1: 0.1826 (0.1800)  loss_bbox_aux_2: 0.1679 (0.1773)  loss_bbox_aux_3: 0.1636 (0.1755)  loss_bbox_aux_4: 0.1627 (0.1749)  loss_bbox_aux_5: 0.2196 (0.2319)  loss_bbox_dn_0: 0.3024 (0.3206)  loss_bbox_dn_1: 0.2184 (0.2507)  loss_bbox_dn_2: 0.2012 (0.2295)  loss_bbox_dn_3: 0.1991 (0.2220)  loss_bbox_dn_4: 0.1976 (0.2201)  loss_bbox_dn_5: 0.1976 (0.2201)  loss_giou: 0.4890 (0.5191)  loss_giou_aux_0: 0.5042 (0.5458)  loss_giou_aux_1: 0.4935 (0.5289)  loss_giou_aux_2: 0.4814 (0.5235)  loss_giou_aux_3: 0.4821 (0.5203)  loss_giou_aux_4: 0.4870 (0.5192)  loss_giou_aux_5: 0.5768 (0.6201)  loss_giou_dn_0: 0.6235 (0.6527)  loss_giou_dn_1: 0.5150 (0.5491)  loss_giou_dn_2: 0.4894 (0.5223)  loss_giou_dn_3: 0.4826 (0.5137)  loss_giou_dn_4: 0.4775 (0.5115)  loss_giou_dn_5: 0.4774 (0.5117)  loss_vfl: 0.7489 (0.7317)  loss_vfl_aux_0: 0.8710 (0.8630)  loss_vfl_aux_1: 0.7688 (0.8071)  loss_vfl_aux_2: 0.7494 (0.7626)  loss_vfl_aux_3: 0.7302 (0.7424)  loss_vfl_aux_4: 0.7528 (0.7347)  loss_vfl_aux_5: 0.8289 (0.8368)  loss_vfl_dn_0: 0.4720 (0.4747)  loss_vfl_dn_1: 0.4045 (0.4171)  loss_vfl_dn_2: 0.3926 (0.3998)  loss_vfl_dn_3: 0.3843 (0.3922)  loss_vfl_dn_4: 0.3846 (0.3893)  loss_vfl_dn_5: 0.3841 (0.3887)  time: 0.4664  data: 0.0134  max mem: 5653
Epoch: [14]  [5500/7393]  eta: 0:15:07  lr: 0.000010  loss: 17.8384 (17.7396)  loss_bbox: 0.1793 (0.1753)  loss_bbox_aux_0: 0.2059 (0.1887)  loss_bbox_aux_1: 0.1924 (0.1800)  loss_bbox_aux_2: 0.1829 (0.1774)  loss_bbox_aux_3: 0.1814 (0.1755)  loss_bbox_aux_4: 0.1876 (0.1749)  loss_bbox_aux_5: 0.2392 (0.2319)  loss_bbox_dn_0: 0.3412 (0.3208)  loss_bbox_dn_1: 0.2805 (0.2508)  loss_bbox_dn_2: 0.2466 (0.2296)  loss_bbox_dn_3: 0.2358 (0.2221)  loss_bbox_dn_4: 0.2330 (0.2202)  loss_bbox_dn_5: 0.2325 (0.2201)  loss_giou: 0.5050 (0.5188)  loss_giou_aux_0: 0.5351 (0.5455)  loss_giou_aux_1: 0.5142 (0.5286)  loss_giou_aux_2: 0.5073 (0.5232)  loss_giou_aux_3: 0.5043 (0.5199)  loss_giou_aux_4: 0.5004 (0.5188)  loss_giou_aux_5: 0.6065 (0.6197)  loss_giou_dn_0: 0.6795 (0.6525)  loss_giou_dn_1: 0.5671 (0.5488)  loss_giou_dn_2: 0.5384 (0.5220)  loss_giou_dn_3: 0.5284 (0.5134)  loss_giou_dn_4: 0.5249 (0.5112)  loss_giou_dn_5: 0.5251 (0.5114)  loss_vfl: 0.7155 (0.7315)  loss_vfl_aux_0: 0.8319 (0.8630)  loss_vfl_aux_1: 0.7999 (0.8068)  loss_vfl_aux_2: 0.7525 (0.7624)  loss_vfl_aux_3: 0.7276 (0.7422)  loss_vfl_aux_4: 0.7158 (0.7345)  loss_vfl_aux_5: 0.8148 (0.8368)  loss_vfl_dn_0: 0.4573 (0.4747)  loss_vfl_dn_1: 0.4060 (0.4170)  loss_vfl_dn_2: 0.3945 (0.3997)  loss_vfl_dn_3: 0.3901 (0.3921)  loss_vfl_dn_4: 0.3860 (0.3892)  loss_vfl_dn_5: 0.3843 (0.3886)  time: 0.4747  data: 0.0138  max mem: 5653
Epoch: [14]  [5600/7393]  eta: 0:14:19  lr: 0.000010  loss: 17.6058 (17.7356)  loss_bbox: 0.1616 (0.1752)  loss_bbox_aux_0: 0.1777 (0.1886)  loss_bbox_aux_1: 0.1630 (0.1799)  loss_bbox_aux_2: 0.1590 (0.1772)  loss_bbox_aux_3: 0.1615 (0.1754)  loss_bbox_aux_4: 0.1625 (0.1748)  loss_bbox_aux_5: 0.2131 (0.2319)  loss_bbox_dn_0: 0.2819 (0.3208)  loss_bbox_dn_1: 0.2195 (0.2508)  loss_bbox_dn_2: 0.1999 (0.2296)  loss_bbox_dn_3: 0.1914 (0.2220)  loss_bbox_dn_4: 0.1918 (0.2202)  loss_bbox_dn_5: 0.1920 (0.2201)  loss_giou: 0.5305 (0.5184)  loss_giou_aux_0: 0.5737 (0.5451)  loss_giou_aux_1: 0.5479 (0.5282)  loss_giou_aux_2: 0.5347 (0.5229)  loss_giou_aux_3: 0.5378 (0.5196)  loss_giou_aux_4: 0.5306 (0.5185)  loss_giou_aux_5: 0.6358 (0.6194)  loss_giou_dn_0: 0.6566 (0.6523)  loss_giou_dn_1: 0.5507 (0.5486)  loss_giou_dn_2: 0.5224 (0.5217)  loss_giou_dn_3: 0.5188 (0.5131)  loss_giou_dn_4: 0.5196 (0.5110)  loss_giou_dn_5: 0.5194 (0.5111)  loss_vfl: 0.7162 (0.7316)  loss_vfl_aux_0: 0.8172 (0.8631)  loss_vfl_aux_1: 0.7777 (0.8068)  loss_vfl_aux_2: 0.7585 (0.7624)  loss_vfl_aux_3: 0.7302 (0.7422)  loss_vfl_aux_4: 0.7196 (0.7346)  loss_vfl_aux_5: 0.8057 (0.8370)  loss_vfl_dn_0: 0.4717 (0.4747)  loss_vfl_dn_1: 0.4190 (0.4170)  loss_vfl_dn_2: 0.4058 (0.3997)  loss_vfl_dn_3: 0.3993 (0.3921)  loss_vfl_dn_4: 0.3959 (0.3892)  loss_vfl_dn_5: 0.3948 (0.3886)  time: 0.4640  data: 0.0139  max mem: 5653
Epoch: [14]  [5700/7393]  eta: 0:13:31  lr: 0.000010  loss: 17.9753 (17.7319)  loss_bbox: 0.1744 (0.1752)  loss_bbox_aux_0: 0.1819 (0.1886)  loss_bbox_aux_1: 0.1698 (0.1799)  loss_bbox_aux_2: 0.1728 (0.1772)  loss_bbox_aux_3: 0.1700 (0.1754)  loss_bbox_aux_4: 0.1730 (0.1748)  loss_bbox_aux_5: 0.2315 (0.2318)  loss_bbox_dn_0: 0.3079 (0.3206)  loss_bbox_dn_1: 0.2284 (0.2506)  loss_bbox_dn_2: 0.1989 (0.2294)  loss_bbox_dn_3: 0.1936 (0.2219)  loss_bbox_dn_4: 0.1910 (0.2200)  loss_bbox_dn_5: 0.1914 (0.2199)  loss_giou: 0.4858 (0.5184)  loss_giou_aux_0: 0.5250 (0.5452)  loss_giou_aux_1: 0.5018 (0.5283)  loss_giou_aux_2: 0.4911 (0.5229)  loss_giou_aux_3: 0.4844 (0.5196)  loss_giou_aux_4: 0.4857 (0.5185)  loss_giou_aux_5: 0.6131 (0.6194)  loss_giou_dn_0: 0.6504 (0.6522)  loss_giou_dn_1: 0.5572 (0.5485)  loss_giou_dn_2: 0.5296 (0.5217)  loss_giou_dn_3: 0.5147 (0.5131)  loss_giou_dn_4: 0.5109 (0.5109)  loss_giou_dn_5: 0.5115 (0.5111)  loss_vfl: 0.7540 (0.7314)  loss_vfl_aux_0: 0.8429 (0.8627)  loss_vfl_aux_1: 0.8124 (0.8063)  loss_vfl_aux_2: 0.7873 (0.7622)  loss_vfl_aux_3: 0.7499 (0.7420)  loss_vfl_aux_4: 0.7451 (0.7344)  loss_vfl_aux_5: 0.8359 (0.8367)  loss_vfl_dn_0: 0.4721 (0.4746)  loss_vfl_dn_1: 0.4150 (0.4169)  loss_vfl_dn_2: 0.3914 (0.3996)  loss_vfl_dn_3: 0.3886 (0.3920)  loss_vfl_dn_4: 0.3865 (0.3892)  loss_vfl_dn_5: 0.3850 (0.3885)  time: 0.4612  data: 0.0142  max mem: 5653
Epoch: [14]  [5800/7393]  eta: 0:12:42  lr: 0.000010  loss: 17.2048 (17.7302)  loss_bbox: 0.1676 (0.1753)  loss_bbox_aux_0: 0.1885 (0.1888)  loss_bbox_aux_1: 0.1676 (0.1800)  loss_bbox_aux_2: 0.1606 (0.1773)  loss_bbox_aux_3: 0.1679 (0.1755)  loss_bbox_aux_4: 0.1633 (0.1749)  loss_bbox_aux_5: 0.2365 (0.2319)  loss_bbox_dn_0: 0.2975 (0.3206)  loss_bbox_dn_1: 0.2151 (0.2506)  loss_bbox_dn_2: 0.1933 (0.2294)  loss_bbox_dn_3: 0.1879 (0.2219)  loss_bbox_dn_4: 0.1877 (0.2200)  loss_bbox_dn_5: 0.1876 (0.2199)  loss_giou: 0.4934 (0.5184)  loss_giou_aux_0: 0.5312 (0.5452)  loss_giou_aux_1: 0.5122 (0.5283)  loss_giou_aux_2: 0.4925 (0.5229)  loss_giou_aux_3: 0.4976 (0.5197)  loss_giou_aux_4: 0.4873 (0.5185)  loss_giou_aux_5: 0.6021 (0.6194)  loss_giou_dn_0: 0.6484 (0.6521)  loss_giou_dn_1: 0.5289 (0.5484)  loss_giou_dn_2: 0.5058 (0.5216)  loss_giou_dn_3: 0.5022 (0.5130)  loss_giou_dn_4: 0.5009 (0.5108)  loss_giou_dn_5: 0.5009 (0.5110)  loss_vfl: 0.6804 (0.7312)  loss_vfl_aux_0: 0.8045 (0.8623)  loss_vfl_aux_1: 0.7694 (0.8061)  loss_vfl_aux_2: 0.7152 (0.7620)  loss_vfl_aux_3: 0.6997 (0.7418)  loss_vfl_aux_4: 0.6888 (0.7343)  loss_vfl_aux_5: 0.8090 (0.8364)  loss_vfl_dn_0: 0.4729 (0.4746)  loss_vfl_dn_1: 0.4161 (0.4169)  loss_vfl_dn_2: 0.3959 (0.3996)  loss_vfl_dn_3: 0.3885 (0.3920)  loss_vfl_dn_4: 0.3843 (0.3891)  loss_vfl_dn_5: 0.3836 (0.3885)  time: 0.4766  data: 0.0141  max mem: 5653
Epoch: [14]  [5900/7393]  eta: 0:11:54  lr: 0.000010  loss: 17.7819 (17.7277)  loss_bbox: 0.1798 (0.1752)  loss_bbox_aux_0: 0.1912 (0.1887)  loss_bbox_aux_1: 0.1806 (0.1799)  loss_bbox_aux_2: 0.1716 (0.1772)  loss_bbox_aux_3: 0.1782 (0.1754)  loss_bbox_aux_4: 0.1791 (0.1749)  loss_bbox_aux_5: 0.2233 (0.2318)  loss_bbox_dn_0: 0.3183 (0.3201)  loss_bbox_dn_1: 0.2531 (0.2503)  loss_bbox_dn_2: 0.2310 (0.2291)  loss_bbox_dn_3: 0.2182 (0.2216)  loss_bbox_dn_4: 0.2140 (0.2197)  loss_bbox_dn_5: 0.2139 (0.2196)  loss_giou: 0.5083 (0.5188)  loss_giou_aux_0: 0.5291 (0.5456)  loss_giou_aux_1: 0.5299 (0.5287)  loss_giou_aux_2: 0.5087 (0.5233)  loss_giou_aux_3: 0.5069 (0.5201)  loss_giou_aux_4: 0.5131 (0.5189)  loss_giou_aux_5: 0.6187 (0.6198)  loss_giou_dn_0: 0.6340 (0.6521)  loss_giou_dn_1: 0.5447 (0.5485)  loss_giou_dn_2: 0.5167 (0.5217)  loss_giou_dn_3: 0.5098 (0.5131)  loss_giou_dn_4: 0.5079 (0.5109)  loss_giou_dn_5: 0.5082 (0.5111)  loss_vfl: 0.7353 (0.7308)  loss_vfl_aux_0: 0.8708 (0.8617)  loss_vfl_aux_1: 0.7846 (0.8055)  loss_vfl_aux_2: 0.7645 (0.7616)  loss_vfl_aux_3: 0.7492 (0.7414)  loss_vfl_aux_4: 0.7350 (0.7338)  loss_vfl_aux_5: 0.8539 (0.8360)  loss_vfl_dn_0: 0.4680 (0.4746)  loss_vfl_dn_1: 0.4121 (0.4168)  loss_vfl_dn_2: 0.3957 (0.3996)  loss_vfl_dn_3: 0.3857 (0.3920)  loss_vfl_dn_4: 0.3835 (0.3891)  loss_vfl_dn_5: 0.3837 (0.3885)  time: 0.4746  data: 0.0142  max mem: 5653
Epoch: [14]  [6000/7393]  eta: 0:11:06  lr: 0.000010  loss: 18.6857 (17.7289)  loss_bbox: 0.1798 (0.1752)  loss_bbox_aux_0: 0.1931 (0.1887)  loss_bbox_aux_1: 0.1888 (0.1799)  loss_bbox_aux_2: 0.1885 (0.1772)  loss_bbox_aux_3: 0.1802 (0.1754)  loss_bbox_aux_4: 0.1810 (0.1748)  loss_bbox_aux_5: 0.2418 (0.2317)  loss_bbox_dn_0: 0.2855 (0.3200)  loss_bbox_dn_1: 0.2271 (0.2501)  loss_bbox_dn_2: 0.2112 (0.2290)  loss_bbox_dn_3: 0.2063 (0.2214)  loss_bbox_dn_4: 0.2074 (0.2195)  loss_bbox_dn_5: 0.2076 (0.2195)  loss_giou: 0.5160 (0.5192)  loss_giou_aux_0: 0.5416 (0.5460)  loss_giou_aux_1: 0.5290 (0.5291)  loss_giou_aux_2: 0.5239 (0.5237)  loss_giou_aux_3: 0.5225 (0.5204)  loss_giou_aux_4: 0.5162 (0.5193)  loss_giou_aux_5: 0.6281 (0.6202)  loss_giou_dn_0: 0.6905 (0.6524)  loss_giou_dn_1: 0.5860 (0.5487)  loss_giou_dn_2: 0.5470 (0.5218)  loss_giou_dn_3: 0.5371 (0.5133)  loss_giou_dn_4: 0.5351 (0.5111)  loss_giou_dn_5: 0.5351 (0.5113)  loss_vfl: 0.7480 (0.7306)  loss_vfl_aux_0: 0.8466 (0.8615)  loss_vfl_aux_1: 0.7976 (0.8052)  loss_vfl_aux_2: 0.7781 (0.7614)  loss_vfl_aux_3: 0.7514 (0.7412)  loss_vfl_aux_4: 0.7602 (0.7337)  loss_vfl_aux_5: 0.8380 (0.8357)  loss_vfl_dn_0: 0.4697 (0.4746)  loss_vfl_dn_1: 0.4244 (0.4169)  loss_vfl_dn_2: 0.4003 (0.3996)  loss_vfl_dn_3: 0.3918 (0.3920)  loss_vfl_dn_4: 0.3898 (0.3891)  loss_vfl_dn_5: 0.3896 (0.3885)  time: 0.4699  data: 0.0141  max mem: 5653
Epoch: [14]  [6100/7393]  eta: 0:10:18  lr: 0.000010  loss: 17.4117 (17.7251)  loss_bbox: 0.1767 (0.1751)  loss_bbox_aux_0: 0.1841 (0.1886)  loss_bbox_aux_1: 0.1740 (0.1799)  loss_bbox_aux_2: 0.1707 (0.1771)  loss_bbox_aux_3: 0.1736 (0.1754)  loss_bbox_aux_4: 0.1709 (0.1748)  loss_bbox_aux_5: 0.2242 (0.2317)  loss_bbox_dn_0: 0.3050 (0.3200)  loss_bbox_dn_1: 0.2228 (0.2502)  loss_bbox_dn_2: 0.2085 (0.2290)  loss_bbox_dn_3: 0.2064 (0.2214)  loss_bbox_dn_4: 0.2063 (0.2196)  loss_bbox_dn_5: 0.2060 (0.2195)  loss_giou: 0.4596 (0.5189)  loss_giou_aux_0: 0.4907 (0.5457)  loss_giou_aux_1: 0.4838 (0.5287)  loss_giou_aux_2: 0.4629 (0.5233)  loss_giou_aux_3: 0.4546 (0.5201)  loss_giou_aux_4: 0.4541 (0.5189)  loss_giou_aux_5: 0.5493 (0.6199)  loss_giou_dn_0: 0.6388 (0.6521)  loss_giou_dn_1: 0.5305 (0.5485)  loss_giou_dn_2: 0.5033 (0.5216)  loss_giou_dn_3: 0.4906 (0.5130)  loss_giou_dn_4: 0.4861 (0.5109)  loss_giou_dn_5: 0.4863 (0.5110)  loss_vfl: 0.7399 (0.7306)  loss_vfl_aux_0: 0.8553 (0.8615)  loss_vfl_aux_1: 0.8110 (0.8052)  loss_vfl_aux_2: 0.7557 (0.7616)  loss_vfl_aux_3: 0.7290 (0.7413)  loss_vfl_aux_4: 0.7301 (0.7338)  loss_vfl_aux_5: 0.8253 (0.8356)  loss_vfl_dn_0: 0.4740 (0.4746)  loss_vfl_dn_1: 0.4167 (0.4168)  loss_vfl_dn_2: 0.4013 (0.3996)  loss_vfl_dn_3: 0.3935 (0.3920)  loss_vfl_dn_4: 0.3919 (0.3891)  loss_vfl_dn_5: 0.3910 (0.3885)  time: 0.4627  data: 0.0137  max mem: 5653
Epoch: [14]  [6200/7393]  eta: 0:09:30  lr: 0.000010  loss: 17.8461 (17.7224)  loss_bbox: 0.1968 (0.1751)  loss_bbox_aux_0: 0.1986 (0.1886)  loss_bbox_aux_1: 0.1958 (0.1799)  loss_bbox_aux_2: 0.1941 (0.1771)  loss_bbox_aux_3: 0.1991 (0.1753)  loss_bbox_aux_4: 0.1991 (0.1748)  loss_bbox_aux_5: 0.2472 (0.2316)  loss_bbox_dn_0: 0.3288 (0.3198)  loss_bbox_dn_1: 0.2631 (0.2500)  loss_bbox_dn_2: 0.2449 (0.2288)  loss_bbox_dn_3: 0.2350 (0.2213)  loss_bbox_dn_4: 0.2349 (0.2194)  loss_bbox_dn_5: 0.2347 (0.2193)  loss_giou: 0.4808 (0.5188)  loss_giou_aux_0: 0.5043 (0.5456)  loss_giou_aux_1: 0.4949 (0.5287)  loss_giou_aux_2: 0.4898 (0.5232)  loss_giou_aux_3: 0.4812 (0.5200)  loss_giou_aux_4: 0.4860 (0.5189)  loss_giou_aux_5: 0.5801 (0.6198)  loss_giou_dn_0: 0.6222 (0.6520)  loss_giou_dn_1: 0.5180 (0.5484)  loss_giou_dn_2: 0.4907 (0.5215)  loss_giou_dn_3: 0.4804 (0.5129)  loss_giou_dn_4: 0.4796 (0.5108)  loss_giou_dn_5: 0.4797 (0.5109)  loss_vfl: 0.7334 (0.7306)  loss_vfl_aux_0: 0.8356 (0.8615)  loss_vfl_aux_1: 0.7973 (0.8052)  loss_vfl_aux_2: 0.7429 (0.7616)  loss_vfl_aux_3: 0.7247 (0.7413)  loss_vfl_aux_4: 0.7347 (0.7338)  loss_vfl_aux_5: 0.8501 (0.8356)  loss_vfl_dn_0: 0.4747 (0.4746)  loss_vfl_dn_1: 0.4110 (0.4168)  loss_vfl_dn_2: 0.3954 (0.3995)  loss_vfl_dn_3: 0.3833 (0.3919)  loss_vfl_dn_4: 0.3819 (0.3891)  loss_vfl_dn_5: 0.3808 (0.3885)  time: 0.4820  data: 0.0137  max mem: 5653
Epoch: [14]  [6300/7393]  eta: 0:08:42  lr: 0.000010  loss: 17.6485 (17.7213)  loss_bbox: 0.1631 (0.1752)  loss_bbox_aux_0: 0.1703 (0.1886)  loss_bbox_aux_1: 0.1637 (0.1799)  loss_bbox_aux_2: 0.1568 (0.1771)  loss_bbox_aux_3: 0.1544 (0.1754)  loss_bbox_aux_4: 0.1572 (0.1748)  loss_bbox_aux_5: 0.1988 (0.2315)  loss_bbox_dn_0: 0.2789 (0.3196)  loss_bbox_dn_1: 0.2090 (0.2498)  loss_bbox_dn_2: 0.1926 (0.2287)  loss_bbox_dn_3: 0.1916 (0.2212)  loss_bbox_dn_4: 0.1875 (0.2193)  loss_bbox_dn_5: 0.1875 (0.2192)  loss_giou: 0.5184 (0.5190)  loss_giou_aux_0: 0.5385 (0.5457)  loss_giou_aux_1: 0.5313 (0.5288)  loss_giou_aux_2: 0.5197 (0.5233)  loss_giou_aux_3: 0.5233 (0.5201)  loss_giou_aux_4: 0.5275 (0.5190)  loss_giou_aux_5: 0.6180 (0.6198)  loss_giou_dn_0: 0.6329 (0.6520)  loss_giou_dn_1: 0.5455 (0.5484)  loss_giou_dn_2: 0.5269 (0.5215)  loss_giou_dn_3: 0.5219 (0.5129)  loss_giou_dn_4: 0.5198 (0.5108)  loss_giou_dn_5: 0.5202 (0.5110)  loss_vfl: 0.7254 (0.7304)  loss_vfl_aux_0: 0.8163 (0.8612)  loss_vfl_aux_1: 0.7745 (0.8051)  loss_vfl_aux_2: 0.7494 (0.7614)  loss_vfl_aux_3: 0.7324 (0.7411)  loss_vfl_aux_4: 0.7142 (0.7336)  loss_vfl_aux_5: 0.8043 (0.8354)  loss_vfl_dn_0: 0.4645 (0.4746)  loss_vfl_dn_1: 0.4166 (0.4168)  loss_vfl_dn_2: 0.3953 (0.3995)  loss_vfl_dn_3: 0.3871 (0.3920)  loss_vfl_dn_4: 0.3858 (0.3891)  loss_vfl_dn_5: 0.3843 (0.3885)  time: 0.4624  data: 0.0139  max mem: 5653
Epoch: [14]  [6400/7393]  eta: 0:07:55  lr: 0.000010  loss: 17.4600 (17.7217)  loss_bbox: 0.1692 (0.1751)  loss_bbox_aux_0: 0.1871 (0.1886)  loss_bbox_aux_1: 0.1723 (0.1798)  loss_bbox_aux_2: 0.1810 (0.1770)  loss_bbox_aux_3: 0.1691 (0.1753)  loss_bbox_aux_4: 0.1691 (0.1747)  loss_bbox_aux_5: 0.2162 (0.2314)  loss_bbox_dn_0: 0.2836 (0.3194)  loss_bbox_dn_1: 0.2273 (0.2496)  loss_bbox_dn_2: 0.2067 (0.2285)  loss_bbox_dn_3: 0.2009 (0.2210)  loss_bbox_dn_4: 0.1973 (0.2191)  loss_bbox_dn_5: 0.1976 (0.2191)  loss_giou: 0.5255 (0.5192)  loss_giou_aux_0: 0.5482 (0.5460)  loss_giou_aux_1: 0.5217 (0.5290)  loss_giou_aux_2: 0.5144 (0.5236)  loss_giou_aux_3: 0.5178 (0.5204)  loss_giou_aux_4: 0.5262 (0.5192)  loss_giou_aux_5: 0.5966 (0.6200)  loss_giou_dn_0: 0.6632 (0.6521)  loss_giou_dn_1: 0.5610 (0.5485)  loss_giou_dn_2: 0.5367 (0.5217)  loss_giou_dn_3: 0.5299 (0.5131)  loss_giou_dn_4: 0.5283 (0.5109)  loss_giou_dn_5: 0.5286 (0.5111)  loss_vfl: 0.7011 (0.7304)  loss_vfl_aux_0: 0.8085 (0.8610)  loss_vfl_aux_1: 0.7689 (0.8050)  loss_vfl_aux_2: 0.7234 (0.7614)  loss_vfl_aux_3: 0.7138 (0.7412)  loss_vfl_aux_4: 0.7008 (0.7335)  loss_vfl_aux_5: 0.8285 (0.8353)  loss_vfl_dn_0: 0.4690 (0.4746)  loss_vfl_dn_1: 0.4183 (0.4169)  loss_vfl_dn_2: 0.4038 (0.3996)  loss_vfl_dn_3: 0.3977 (0.3920)  loss_vfl_dn_4: 0.3955 (0.3891)  loss_vfl_dn_5: 0.3953 (0.3885)  time: 0.4826  data: 0.0142  max mem: 5653
Epoch: [14]  [6500/7393]  eta: 0:07:07  lr: 0.000010  loss: 17.6645 (17.7219)  loss_bbox: 0.1852 (0.1751)  loss_bbox_aux_0: 0.2074 (0.1887)  loss_bbox_aux_1: 0.1965 (0.1798)  loss_bbox_aux_2: 0.1860 (0.1770)  loss_bbox_aux_3: 0.1863 (0.1753)  loss_bbox_aux_4: 0.1845 (0.1748)  loss_bbox_aux_5: 0.2346 (0.2315)  loss_bbox_dn_0: 0.3448 (0.3195)  loss_bbox_dn_1: 0.2653 (0.2497)  loss_bbox_dn_2: 0.2522 (0.2286)  loss_bbox_dn_3: 0.2441 (0.2211)  loss_bbox_dn_4: 0.2428 (0.2192)  loss_bbox_dn_5: 0.2422 (0.2192)  loss_giou: 0.4929 (0.5190)  loss_giou_aux_0: 0.5169 (0.5458)  loss_giou_aux_1: 0.4999 (0.5288)  loss_giou_aux_2: 0.4903 (0.5234)  loss_giou_aux_3: 0.4862 (0.5202)  loss_giou_aux_4: 0.4874 (0.5191)  loss_giou_aux_5: 0.5864 (0.6198)  loss_giou_dn_0: 0.6420 (0.6520)  loss_giou_dn_1: 0.5373 (0.5484)  loss_giou_dn_2: 0.5118 (0.5216)  loss_giou_dn_3: 0.5016 (0.5129)  loss_giou_dn_4: 0.4984 (0.5108)  loss_giou_dn_5: 0.4986 (0.5110)  loss_vfl: 0.7679 (0.7305)  loss_vfl_aux_0: 0.8483 (0.8611)  loss_vfl_aux_1: 0.8092 (0.8053)  loss_vfl_aux_2: 0.7774 (0.7615)  loss_vfl_aux_3: 0.7660 (0.7413)  loss_vfl_aux_4: 0.7748 (0.7337)  loss_vfl_aux_5: 0.8510 (0.8354)  loss_vfl_dn_0: 0.4697 (0.4746)  loss_vfl_dn_1: 0.4161 (0.4169)  loss_vfl_dn_2: 0.4003 (0.3996)  loss_vfl_dn_3: 0.3922 (0.3920)  loss_vfl_dn_4: 0.3909 (0.3892)  loss_vfl_dn_5: 0.3916 (0.3885)  time: 0.4812  data: 0.0135  max mem: 5653
Epoch: [14]  [6600/7393]  eta: 0:06:19  lr: 0.000010  loss: 17.7010 (17.7212)  loss_bbox: 0.1778 (0.1750)  loss_bbox_aux_0: 0.1831 (0.1886)  loss_bbox_aux_1: 0.1791 (0.1798)  loss_bbox_aux_2: 0.1802 (0.1770)  loss_bbox_aux_3: 0.1783 (0.1753)  loss_bbox_aux_4: 0.1800 (0.1747)  loss_bbox_aux_5: 0.2333 (0.2314)  loss_bbox_dn_0: 0.2980 (0.3193)  loss_bbox_dn_1: 0.2246 (0.2495)  loss_bbox_dn_2: 0.2154 (0.2284)  loss_bbox_dn_3: 0.2111 (0.2209)  loss_bbox_dn_4: 0.2099 (0.2190)  loss_bbox_dn_5: 0.2099 (0.2190)  loss_giou: 0.5286 (0.5193)  loss_giou_aux_0: 0.5744 (0.5461)  loss_giou_aux_1: 0.5286 (0.5290)  loss_giou_aux_2: 0.5208 (0.5236)  loss_giou_aux_3: 0.5161 (0.5204)  loss_giou_aux_4: 0.5395 (0.5193)  loss_giou_aux_5: 0.6481 (0.6200)  loss_giou_dn_0: 0.6707 (0.6521)  loss_giou_dn_1: 0.5598 (0.5485)  loss_giou_dn_2: 0.5327 (0.5217)  loss_giou_dn_3: 0.5269 (0.5131)  loss_giou_dn_4: 0.5220 (0.5109)  loss_giou_dn_5: 0.5225 (0.5111)  loss_vfl: 0.7219 (0.7304)  loss_vfl_aux_0: 0.8317 (0.8607)  loss_vfl_aux_1: 0.7928 (0.8050)  loss_vfl_aux_2: 0.7453 (0.7612)  loss_vfl_aux_3: 0.7298 (0.7412)  loss_vfl_aux_4: 0.7162 (0.7335)  loss_vfl_aux_5: 0.7913 (0.8351)  loss_vfl_dn_0: 0.4656 (0.4746)  loss_vfl_dn_1: 0.4229 (0.4169)  loss_vfl_dn_2: 0.4029 (0.3996)  loss_vfl_dn_3: 0.3947 (0.3920)  loss_vfl_dn_4: 0.3914 (0.3892)  loss_vfl_dn_5: 0.3930 (0.3885)  time: 0.4865  data: 0.0149  max mem: 5653
Epoch: [14]  [6700/7393]  eta: 0:05:31  lr: 0.000010  loss: 17.5055 (17.7218)  loss_bbox: 0.1714 (0.1751)  loss_bbox_aux_0: 0.1849 (0.1887)  loss_bbox_aux_1: 0.1771 (0.1799)  loss_bbox_aux_2: 0.1752 (0.1771)  loss_bbox_aux_3: 0.1711 (0.1754)  loss_bbox_aux_4: 0.1700 (0.1748)  loss_bbox_aux_5: 0.2393 (0.2315)  loss_bbox_dn_0: 0.2787 (0.3192)  loss_bbox_dn_1: 0.2104 (0.2495)  loss_bbox_dn_2: 0.1940 (0.2284)  loss_bbox_dn_3: 0.1906 (0.2209)  loss_bbox_dn_4: 0.1909 (0.2190)  loss_bbox_dn_5: 0.1913 (0.2190)  loss_giou: 0.5515 (0.5194)  loss_giou_aux_0: 0.5716 (0.5461)  loss_giou_aux_1: 0.5531 (0.5291)  loss_giou_aux_2: 0.5569 (0.5237)  loss_giou_aux_3: 0.5509 (0.5205)  loss_giou_aux_4: 0.5523 (0.5194)  loss_giou_aux_5: 0.6696 (0.6201)  loss_giou_dn_0: 0.6592 (0.6521)  loss_giou_dn_1: 0.5579 (0.5485)  loss_giou_dn_2: 0.5324 (0.5216)  loss_giou_dn_3: 0.5301 (0.5130)  loss_giou_dn_4: 0.5303 (0.5109)  loss_giou_dn_5: 0.5305 (0.5110)  loss_vfl: 0.7159 (0.7303)  loss_vfl_aux_0: 0.8870 (0.8608)  loss_vfl_aux_1: 0.7927 (0.8049)  loss_vfl_aux_2: 0.7444 (0.7612)  loss_vfl_aux_3: 0.7266 (0.7411)  loss_vfl_aux_4: 0.7133 (0.7334)  loss_vfl_aux_5: 0.8499 (0.8351)  loss_vfl_dn_0: 0.4752 (0.4746)  loss_vfl_dn_1: 0.4184 (0.4169)  loss_vfl_dn_2: 0.4021 (0.3996)  loss_vfl_dn_3: 0.3945 (0.3920)  loss_vfl_dn_4: 0.3932 (0.3891)  loss_vfl_dn_5: 0.3905 (0.3885)  time: 0.4731  data: 0.0140  max mem: 5653
Epoch: [14]  [6800/7393]  eta: 0:04:43  lr: 0.000010  loss: 17.8996 (17.7227)  loss_bbox: 0.1716 (0.1753)  loss_bbox_aux_0: 0.1964 (0.1888)  loss_bbox_aux_1: 0.1717 (0.1800)  loss_bbox_aux_2: 0.1720 (0.1772)  loss_bbox_aux_3: 0.1691 (0.1755)  loss_bbox_aux_4: 0.1719 (0.1749)  loss_bbox_aux_5: 0.2198 (0.2316)  loss_bbox_dn_0: 0.2924 (0.3194)  loss_bbox_dn_1: 0.2237 (0.2496)  loss_bbox_dn_2: 0.2025 (0.2285)  loss_bbox_dn_3: 0.1965 (0.2209)  loss_bbox_dn_4: 0.1933 (0.2191)  loss_bbox_dn_5: 0.1932 (0.2190)  loss_giou: 0.5323 (0.5194)  loss_giou_aux_0: 0.5626 (0.5461)  loss_giou_aux_1: 0.5395 (0.5292)  loss_giou_aux_2: 0.5149 (0.5237)  loss_giou_aux_3: 0.5307 (0.5206)  loss_giou_aux_4: 0.5285 (0.5194)  loss_giou_aux_5: 0.6153 (0.6202)  loss_giou_dn_0: 0.6701 (0.6520)  loss_giou_dn_1: 0.5655 (0.5484)  loss_giou_dn_2: 0.5343 (0.5215)  loss_giou_dn_3: 0.5282 (0.5129)  loss_giou_dn_4: 0.5263 (0.5108)  loss_giou_dn_5: 0.5260 (0.5109)  loss_vfl: 0.6794 (0.7303)  loss_vfl_aux_0: 0.8092 (0.8609)  loss_vfl_aux_1: 0.7717 (0.8049)  loss_vfl_aux_2: 0.7263 (0.7612)  loss_vfl_aux_3: 0.6879 (0.7411)  loss_vfl_aux_4: 0.6801 (0.7334)  loss_vfl_aux_5: 0.7700 (0.8352)  loss_vfl_dn_0: 0.4695 (0.4746)  loss_vfl_dn_1: 0.4115 (0.4169)  loss_vfl_dn_2: 0.3973 (0.3996)  loss_vfl_dn_3: 0.3903 (0.3920)  loss_vfl_dn_4: 0.3892 (0.3891)  loss_vfl_dn_5: 0.3886 (0.3885)  time: 0.4691  data: 0.0149  max mem: 5653
Epoch: [14]  [6900/7393]  eta: 0:03:56  lr: 0.000010  loss: 17.7183 (17.7215)  loss_bbox: 0.1891 (0.1752)  loss_bbox_aux_0: 0.1966 (0.1888)  loss_bbox_aux_1: 0.1951 (0.1800)  loss_bbox_aux_2: 0.1881 (0.1771)  loss_bbox_aux_3: 0.1801 (0.1754)  loss_bbox_aux_4: 0.1870 (0.1749)  loss_bbox_aux_5: 0.2496 (0.2316)  loss_bbox_dn_0: 0.3593 (0.3194)  loss_bbox_dn_1: 0.2582 (0.2497)  loss_bbox_dn_2: 0.2407 (0.2285)  loss_bbox_dn_3: 0.2378 (0.2210)  loss_bbox_dn_4: 0.2357 (0.2191)  loss_bbox_dn_5: 0.2357 (0.2191)  loss_giou: 0.4868 (0.5193)  loss_giou_aux_0: 0.5197 (0.5461)  loss_giou_aux_1: 0.4985 (0.5291)  loss_giou_aux_2: 0.4873 (0.5236)  loss_giou_aux_3: 0.4843 (0.5204)  loss_giou_aux_4: 0.4864 (0.5193)  loss_giou_aux_5: 0.5938 (0.6201)  loss_giou_dn_0: 0.6409 (0.6519)  loss_giou_dn_1: 0.5303 (0.5483)  loss_giou_dn_2: 0.5082 (0.5215)  loss_giou_dn_3: 0.4991 (0.5129)  loss_giou_dn_4: 0.4973 (0.5108)  loss_giou_dn_5: 0.4975 (0.5109)  loss_vfl: 0.7062 (0.7303)  loss_vfl_aux_0: 0.8152 (0.8608)  loss_vfl_aux_1: 0.7628 (0.8048)  loss_vfl_aux_2: 0.7345 (0.7612)  loss_vfl_aux_3: 0.7246 (0.7411)  loss_vfl_aux_4: 0.7057 (0.7335)  loss_vfl_aux_5: 0.7706 (0.8352)  loss_vfl_dn_0: 0.4684 (0.4746)  loss_vfl_dn_1: 0.4179 (0.4169)  loss_vfl_dn_2: 0.4041 (0.3996)  loss_vfl_dn_3: 0.3949 (0.3920)  loss_vfl_dn_4: 0.3893 (0.3891)  loss_vfl_dn_5: 0.3899 (0.3885)  time: 0.4582  data: 0.0143  max mem: 5653
Epoch: [14]  [7000/7393]  eta: 0:03:08  lr: 0.000010  loss: 17.4399 (17.7215)  loss_bbox: 0.1507 (0.1752)  loss_bbox_aux_0: 0.1721 (0.1889)  loss_bbox_aux_1: 0.1651 (0.1800)  loss_bbox_aux_2: 0.1619 (0.1772)  loss_bbox_aux_3: 0.1533 (0.1755)  loss_bbox_aux_4: 0.1510 (0.1749)  loss_bbox_aux_5: 0.2226 (0.2317)  loss_bbox_dn_0: 0.2854 (0.3195)  loss_bbox_dn_1: 0.2163 (0.2497)  loss_bbox_dn_2: 0.1940 (0.2285)  loss_bbox_dn_3: 0.1873 (0.2210)  loss_bbox_dn_4: 0.1846 (0.2191)  loss_bbox_dn_5: 0.1848 (0.2191)  loss_giou: 0.4956 (0.5192)  loss_giou_aux_0: 0.5500 (0.5460)  loss_giou_aux_1: 0.5253 (0.5290)  loss_giou_aux_2: 0.5103 (0.5235)  loss_giou_aux_3: 0.4921 (0.5203)  loss_giou_aux_4: 0.4964 (0.5192)  loss_giou_aux_5: 0.6246 (0.6201)  loss_giou_dn_0: 0.6314 (0.6518)  loss_giou_dn_1: 0.5289 (0.5482)  loss_giou_dn_2: 0.5106 (0.5214)  loss_giou_dn_3: 0.5016 (0.5128)  loss_giou_dn_4: 0.5005 (0.5107)  loss_giou_dn_5: 0.5007 (0.5108)  loss_vfl: 0.7265 (0.7304)  loss_vfl_aux_0: 0.8408 (0.8608)  loss_vfl_aux_1: 0.8027 (0.8049)  loss_vfl_aux_2: 0.7354 (0.7613)  loss_vfl_aux_3: 0.7240 (0.7412)  loss_vfl_aux_4: 0.7184 (0.7336)  loss_vfl_aux_5: 0.8102 (0.8353)  loss_vfl_dn_0: 0.4713 (0.4746)  loss_vfl_dn_1: 0.4148 (0.4169)  loss_vfl_dn_2: 0.3988 (0.3996)  loss_vfl_dn_3: 0.3917 (0.3920)  loss_vfl_dn_4: 0.3888 (0.3891)  loss_vfl_dn_5: 0.3910 (0.3885)  time: 0.4742  data: 0.0148  max mem: 5653
Epoch: [14]  [7100/7393]  eta: 0:02:20  lr: 0.000010  loss: 18.0012 (17.7238)  loss_bbox: 0.1632 (0.1752)  loss_bbox_aux_0: 0.1834 (0.1888)  loss_bbox_aux_1: 0.1661 (0.1800)  loss_bbox_aux_2: 0.1626 (0.1772)  loss_bbox_aux_3: 0.1672 (0.1755)  loss_bbox_aux_4: 0.1669 (0.1749)  loss_bbox_aux_5: 0.2380 (0.2317)  loss_bbox_dn_0: 0.3096 (0.3194)  loss_bbox_dn_1: 0.2460 (0.2496)  loss_bbox_dn_2: 0.2372 (0.2285)  loss_bbox_dn_3: 0.2346 (0.2210)  loss_bbox_dn_4: 0.2347 (0.2192)  loss_bbox_dn_5: 0.2349 (0.2191)  loss_giou: 0.5244 (0.5193)  loss_giou_aux_0: 0.5496 (0.5462)  loss_giou_aux_1: 0.5370 (0.5291)  loss_giou_aux_2: 0.5468 (0.5237)  loss_giou_aux_3: 0.5452 (0.5205)  loss_giou_aux_4: 0.5377 (0.5193)  loss_giou_aux_5: 0.6229 (0.6202)  loss_giou_dn_0: 0.6494 (0.6519)  loss_giou_dn_1: 0.5374 (0.5484)  loss_giou_dn_2: 0.5067 (0.5215)  loss_giou_dn_3: 0.4963 (0.5129)  loss_giou_dn_4: 0.4943 (0.5108)  loss_giou_dn_5: 0.4944 (0.5110)  loss_vfl: 0.7405 (0.7306)  loss_vfl_aux_0: 0.8698 (0.8608)  loss_vfl_aux_1: 0.8395 (0.8050)  loss_vfl_aux_2: 0.7646 (0.7614)  loss_vfl_aux_3: 0.7356 (0.7413)  loss_vfl_aux_4: 0.7291 (0.7337)  loss_vfl_aux_5: 0.8362 (0.8352)  loss_vfl_dn_0: 0.4761 (0.4746)  loss_vfl_dn_1: 0.4273 (0.4170)  loss_vfl_dn_2: 0.4011 (0.3997)  loss_vfl_dn_3: 0.3957 (0.3921)  loss_vfl_dn_4: 0.3947 (0.3892)  loss_vfl_dn_5: 0.3947 (0.3885)  time: 0.4907  data: 0.0140  max mem: 5653
Epoch: [14]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 18.0740 (17.7241)  loss_bbox: 0.1854 (0.1752)  loss_bbox_aux_0: 0.1935 (0.1888)  loss_bbox_aux_1: 0.1840 (0.1800)  loss_bbox_aux_2: 0.1879 (0.1772)  loss_bbox_aux_3: 0.1844 (0.1755)  loss_bbox_aux_4: 0.1876 (0.1749)  loss_bbox_aux_5: 0.2285 (0.2317)  loss_bbox_dn_0: 0.3091 (0.3194)  loss_bbox_dn_1: 0.2459 (0.2496)  loss_bbox_dn_2: 0.2218 (0.2285)  loss_bbox_dn_3: 0.2149 (0.2210)  loss_bbox_dn_4: 0.2158 (0.2192)  loss_bbox_dn_5: 0.2158 (0.2191)  loss_giou: 0.5125 (0.5193)  loss_giou_aux_0: 0.5421 (0.5461)  loss_giou_aux_1: 0.5185 (0.5291)  loss_giou_aux_2: 0.5179 (0.5237)  loss_giou_aux_3: 0.5095 (0.5205)  loss_giou_aux_4: 0.5149 (0.5193)  loss_giou_aux_5: 0.6019 (0.6202)  loss_giou_dn_0: 0.6425 (0.6518)  loss_giou_dn_1: 0.5436 (0.5483)  loss_giou_dn_2: 0.5175 (0.5215)  loss_giou_dn_3: 0.5097 (0.5129)  loss_giou_dn_4: 0.5067 (0.5108)  loss_giou_dn_5: 0.5067 (0.5109)  loss_vfl: 0.7228 (0.7306)  loss_vfl_aux_0: 0.8480 (0.8610)  loss_vfl_aux_1: 0.7995 (0.8051)  loss_vfl_aux_2: 0.7807 (0.7616)  loss_vfl_aux_3: 0.7160 (0.7414)  loss_vfl_aux_4: 0.7320 (0.7338)  loss_vfl_aux_5: 0.8055 (0.8352)  loss_vfl_dn_0: 0.4800 (0.4747)  loss_vfl_dn_1: 0.4100 (0.4169)  loss_vfl_dn_2: 0.3931 (0.3996)  loss_vfl_dn_3: 0.3852 (0.3920)  loss_vfl_dn_4: 0.3822 (0.3892)  loss_vfl_dn_5: 0.3825 (0.3885)  time: 0.4766  data: 0.0141  max mem: 5653
Epoch: [14]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 17.2921 (17.7207)  loss_bbox: 0.1418 (0.1750)  loss_bbox_aux_0: 0.1533 (0.1887)  loss_bbox_aux_1: 0.1445 (0.1799)  loss_bbox_aux_2: 0.1415 (0.1770)  loss_bbox_aux_3: 0.1454 (0.1753)  loss_bbox_aux_4: 0.1418 (0.1747)  loss_bbox_aux_5: 0.1933 (0.2315)  loss_bbox_dn_0: 0.2695 (0.3191)  loss_bbox_dn_1: 0.2132 (0.2494)  loss_bbox_dn_2: 0.1785 (0.2283)  loss_bbox_dn_3: 0.1773 (0.2208)  loss_bbox_dn_4: 0.1774 (0.2189)  loss_bbox_dn_5: 0.1772 (0.2189)  loss_giou: 0.5122 (0.5193)  loss_giou_aux_0: 0.5472 (0.5460)  loss_giou_aux_1: 0.5175 (0.5290)  loss_giou_aux_2: 0.5104 (0.5236)  loss_giou_aux_3: 0.5185 (0.5204)  loss_giou_aux_4: 0.5092 (0.5193)  loss_giou_aux_5: 0.6250 (0.6201)  loss_giou_dn_0: 0.6436 (0.6518)  loss_giou_dn_1: 0.5460 (0.5483)  loss_giou_dn_2: 0.5212 (0.5214)  loss_giou_dn_3: 0.5127 (0.5129)  loss_giou_dn_4: 0.5083 (0.5107)  loss_giou_dn_5: 0.5081 (0.5109)  loss_vfl: 0.7464 (0.7307)  loss_vfl_aux_0: 0.8565 (0.8610)  loss_vfl_aux_1: 0.8080 (0.8051)  loss_vfl_aux_2: 0.7599 (0.7616)  loss_vfl_aux_3: 0.7622 (0.7414)  loss_vfl_aux_4: 0.7479 (0.7338)  loss_vfl_aux_5: 0.8364 (0.8352)  loss_vfl_dn_0: 0.4749 (0.4746)  loss_vfl_dn_1: 0.4162 (0.4169)  loss_vfl_dn_2: 0.4007 (0.3996)  loss_vfl_dn_3: 0.3902 (0.3920)  loss_vfl_dn_4: 0.3875 (0.3891)  loss_vfl_dn_5: 0.3879 (0.3885)  time: 0.4795  data: 0.0140  max mem: 5653
Epoch: [14]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 17.4853 (17.7209)  loss_bbox: 0.1611 (0.1750)  loss_bbox_aux_0: 0.1810 (0.1887)  loss_bbox_aux_1: 0.1678 (0.1798)  loss_bbox_aux_2: 0.1616 (0.1770)  loss_bbox_aux_3: 0.1535 (0.1753)  loss_bbox_aux_4: 0.1580 (0.1747)  loss_bbox_aux_5: 0.2045 (0.2315)  loss_bbox_dn_0: 0.3109 (0.3191)  loss_bbox_dn_1: 0.2371 (0.2494)  loss_bbox_dn_2: 0.2205 (0.2283)  loss_bbox_dn_3: 0.2129 (0.2208)  loss_bbox_dn_4: 0.2136 (0.2190)  loss_bbox_dn_5: 0.2138 (0.2189)  loss_giou: 0.4720 (0.5191)  loss_giou_aux_0: 0.4992 (0.5459)  loss_giou_aux_1: 0.4788 (0.5289)  loss_giou_aux_2: 0.4878 (0.5235)  loss_giou_aux_3: 0.4879 (0.5203)  loss_giou_aux_4: 0.4728 (0.5192)  loss_giou_aux_5: 0.5815 (0.6200)  loss_giou_dn_0: 0.6339 (0.6517)  loss_giou_dn_1: 0.5241 (0.5482)  loss_giou_dn_2: 0.5038 (0.5214)  loss_giou_dn_3: 0.4916 (0.5128)  loss_giou_dn_4: 0.4873 (0.5107)  loss_giou_dn_5: 0.4872 (0.5108)  loss_vfl: 0.7463 (0.7308)  loss_vfl_aux_0: 0.8803 (0.8611)  loss_vfl_aux_1: 0.8217 (0.8052)  loss_vfl_aux_2: 0.7770 (0.7618)  loss_vfl_aux_3: 0.7578 (0.7416)  loss_vfl_aux_4: 0.7497 (0.7340)  loss_vfl_aux_5: 0.8600 (0.8352)  loss_vfl_dn_0: 0.4875 (0.4747)  loss_vfl_dn_1: 0.4227 (0.4169)  loss_vfl_dn_2: 0.4092 (0.3997)  loss_vfl_dn_3: 0.3995 (0.3921)  loss_vfl_dn_4: 0.3978 (0.3892)  loss_vfl_dn_5: 0.3974 (0.3885)  time: 0.4665  data: 0.0144  max mem: 5653
Epoch: [14] Total time: 0:59:05 (0.4796 s / it)
Averaged stats: lr: 0.000010  loss: 17.4853 (17.7209)  loss_bbox: 0.1611 (0.1750)  loss_bbox_aux_0: 0.1810 (0.1887)  loss_bbox_aux_1: 0.1678 (0.1798)  loss_bbox_aux_2: 0.1616 (0.1770)  loss_bbox_aux_3: 0.1535 (0.1753)  loss_bbox_aux_4: 0.1580 (0.1747)  loss_bbox_aux_5: 0.2045 (0.2315)  loss_bbox_dn_0: 0.3109 (0.3191)  loss_bbox_dn_1: 0.2371 (0.2494)  loss_bbox_dn_2: 0.2205 (0.2283)  loss_bbox_dn_3: 0.2129 (0.2208)  loss_bbox_dn_4: 0.2136 (0.2190)  loss_bbox_dn_5: 0.2138 (0.2189)  loss_giou: 0.4720 (0.5191)  loss_giou_aux_0: 0.4992 (0.5459)  loss_giou_aux_1: 0.4788 (0.5289)  loss_giou_aux_2: 0.4878 (0.5235)  loss_giou_aux_3: 0.4879 (0.5203)  loss_giou_aux_4: 0.4728 (0.5192)  loss_giou_aux_5: 0.5815 (0.6200)  loss_giou_dn_0: 0.6339 (0.6517)  loss_giou_dn_1: 0.5241 (0.5482)  loss_giou_dn_2: 0.5038 (0.5214)  loss_giou_dn_3: 0.4916 (0.5128)  loss_giou_dn_4: 0.4873 (0.5107)  loss_giou_dn_5: 0.4872 (0.5108)  loss_vfl: 0.7463 (0.7308)  loss_vfl_aux_0: 0.8803 (0.8611)  loss_vfl_aux_1: 0.8217 (0.8052)  loss_vfl_aux_2: 0.7770 (0.7618)  loss_vfl_aux_3: 0.7578 (0.7416)  loss_vfl_aux_4: 0.7497 (0.7340)  loss_vfl_aux_5: 0.8600 (0.8352)  loss_vfl_dn_0: 0.4875 (0.4747)  loss_vfl_dn_1: 0.4227 (0.4169)  loss_vfl_dn_2: 0.4092 (0.3997)  loss_vfl_dn_3: 0.3995 (0.3921)  loss_vfl_dn_4: 0.3978 (0.3892)  loss_vfl_dn_5: 0.3974 (0.3885)
Test:  [  0/157]  eta: 0:03:57    time: 1.5147  data: 1.0947  max mem: 5653
Test:  [ 10/157]  eta: 0:01:13    time: 0.5022  data: 0.1252  max mem: 5653
Test:  [ 20/157]  eta: 0:01:01    time: 0.3980  data: 0.0280  max mem: 5653
Test:  [ 30/157]  eta: 0:00:54    time: 0.3864  data: 0.0276  max mem: 5653
Test:  [ 40/157]  eta: 0:00:49    time: 0.3851  data: 0.0270  max mem: 5653
Test:  [ 50/157]  eta: 0:00:44    time: 0.3955  data: 0.0264  max mem: 5653
Test:  [ 60/157]  eta: 0:00:40    time: 0.3992  data: 0.0267  max mem: 5653
Test:  [ 70/157]  eta: 0:00:35    time: 0.3915  data: 0.0269  max mem: 5653
Test:  [ 80/157]  eta: 0:00:31    time: 0.3894  data: 0.0265  max mem: 5653
Test:  [ 90/157]  eta: 0:00:27    time: 0.3948  data: 0.0259  max mem: 5653
Test:  [100/157]  eta: 0:00:26    time: 0.6967  data: 0.0262  max mem: 5653
Test:  [110/157]  eta: 0:00:21    time: 0.6997  data: 0.0267  max mem: 5653
Test:  [120/157]  eta: 0:00:16    time: 0.3898  data: 0.0269  max mem: 5653
Test:  [130/157]  eta: 0:00:12    time: 0.3865  data: 0.0272  max mem: 5653
Test:  [140/157]  eta: 0:00:07    time: 0.3824  data: 0.0269  max mem: 5653
Test:  [150/157]  eta: 0:00:03    time: 0.3673  data: 0.0268  max mem: 5653
Test:  [156/157]  eta: 0:00:00    time: 0.3578  data: 0.0262  max mem: 5653
Test: Total time: 0:01:08 (0.4365 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=31.56s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.494
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.673
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.536
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.313
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.542
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.673
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.376
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.629
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.700
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.510
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.750
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.880
best_stat:  {'epoch': 14, 'coco_eval_bbox': 0.4939787106306586}
Epoch: [15]  [   0/7393]  eta: 1 day, 0:39:19  lr: 0.000010  loss: 19.9638 (19.9638)  loss_bbox: 0.2584 (0.2584)  loss_bbox_aux_0: 0.2757 (0.2757)  loss_bbox_aux_1: 0.2404 (0.2404)  loss_bbox_aux_2: 0.2522 (0.2522)  loss_bbox_aux_3: 0.2559 (0.2559)  loss_bbox_aux_4: 0.2572 (0.2572)  loss_bbox_aux_5: 0.2936 (0.2936)  loss_bbox_dn_0: 0.5634 (0.5634)  loss_bbox_dn_1: 0.4935 (0.4935)  loss_bbox_dn_2: 0.4463 (0.4463)  loss_bbox_dn_3: 0.4292 (0.4292)  loss_bbox_dn_4: 0.4229 (0.4229)  loss_bbox_dn_5: 0.4225 (0.4225)  loss_giou: 0.4038 (0.4038)  loss_giou_aux_0: 0.4223 (0.4223)  loss_giou_aux_1: 0.4008 (0.4008)  loss_giou_aux_2: 0.4127 (0.4127)  loss_giou_aux_3: 0.4069 (0.4069)  loss_giou_aux_4: 0.4089 (0.4089)  loss_giou_aux_5: 0.4582 (0.4582)  loss_giou_dn_0: 0.6479 (0.6479)  loss_giou_dn_1: 0.5571 (0.5571)  loss_giou_dn_2: 0.5214 (0.5214)  loss_giou_dn_3: 0.5069 (0.5069)  loss_giou_dn_4: 0.5014 (0.5014)  loss_giou_dn_5: 0.5013 (0.5013)  loss_vfl: 0.8782 (0.8782)  loss_vfl_aux_0: 1.0300 (1.0300)  loss_vfl_aux_1: 0.9903 (0.9903)  loss_vfl_aux_2: 0.9220 (0.9220)  loss_vfl_aux_3: 0.8910 (0.8910)  loss_vfl_aux_4: 0.8807 (0.8807)  loss_vfl_aux_5: 1.0101 (1.0101)  loss_vfl_dn_0: 0.4944 (0.4944)  loss_vfl_dn_1: 0.4356 (0.4356)  loss_vfl_dn_2: 0.4245 (0.4245)  loss_vfl_dn_3: 0.4164 (0.4164)  loss_vfl_dn_4: 0.4155 (0.4155)  loss_vfl_dn_5: 0.4142 (0.4142)  time: 12.0058  data: 1.3120  max mem: 5653
Epoch: [15]  [ 100/7393]  eta: 1:11:56  lr: 0.000010  loss: 17.5234 (17.6375)  loss_bbox: 0.1685 (0.1718)  loss_bbox_aux_0: 0.1828 (0.1863)  loss_bbox_aux_1: 0.1734 (0.1762)  loss_bbox_aux_2: 0.1676 (0.1731)  loss_bbox_aux_3: 0.1621 (0.1711)  loss_bbox_aux_4: 0.1668 (0.1716)  loss_bbox_aux_5: 0.2131 (0.2282)  loss_bbox_dn_0: 0.3021 (0.3183)  loss_bbox_dn_1: 0.2545 (0.2486)  loss_bbox_dn_2: 0.2317 (0.2263)  loss_bbox_dn_3: 0.2189 (0.2187)  loss_bbox_dn_4: 0.2169 (0.2171)  loss_bbox_dn_5: 0.2172 (0.2171)  loss_giou: 0.5014 (0.5065)  loss_giou_aux_0: 0.5313 (0.5335)  loss_giou_aux_1: 0.5215 (0.5163)  loss_giou_aux_2: 0.5189 (0.5091)  loss_giou_aux_3: 0.5110 (0.5071)  loss_giou_aux_4: 0.4978 (0.5069)  loss_giou_aux_5: 0.6195 (0.6096)  loss_giou_dn_0: 0.6524 (0.6464)  loss_giou_dn_1: 0.5503 (0.5414)  loss_giou_dn_2: 0.5230 (0.5137)  loss_giou_dn_3: 0.5163 (0.5049)  loss_giou_dn_4: 0.5143 (0.5028)  loss_giou_dn_5: 0.5146 (0.5030)  loss_vfl: 0.7113 (0.7410)  loss_vfl_aux_0: 0.8425 (0.8724)  loss_vfl_aux_1: 0.8031 (0.8272)  loss_vfl_aux_2: 0.7539 (0.7759)  loss_vfl_aux_3: 0.7354 (0.7541)  loss_vfl_aux_4: 0.7260 (0.7437)  loss_vfl_aux_5: 0.8016 (0.8366)  loss_vfl_dn_0: 0.4687 (0.4750)  loss_vfl_dn_1: 0.4222 (0.4180)  loss_vfl_dn_2: 0.4077 (0.3996)  loss_vfl_dn_3: 0.4024 (0.3915)  loss_vfl_dn_4: 0.4002 (0.3888)  loss_vfl_dn_5: 0.4000 (0.3882)  time: 0.4728  data: 0.0151  max mem: 5653
Epoch: [15]  [ 200/7393]  eta: 1:03:56  lr: 0.000010  loss: 17.8219 (17.6244)  loss_bbox: 0.1624 (0.1714)  loss_bbox_aux_0: 0.1717 (0.1867)  loss_bbox_aux_1: 0.1733 (0.1768)  loss_bbox_aux_2: 0.1594 (0.1731)  loss_bbox_aux_3: 0.1642 (0.1710)  loss_bbox_aux_4: 0.1562 (0.1707)  loss_bbox_aux_5: 0.2066 (0.2274)  loss_bbox_dn_0: 0.2890 (0.3127)  loss_bbox_dn_1: 0.2194 (0.2443)  loss_bbox_dn_2: 0.2019 (0.2230)  loss_bbox_dn_3: 0.1994 (0.2160)  loss_bbox_dn_4: 0.2003 (0.2145)  loss_bbox_dn_5: 0.2003 (0.2144)  loss_giou: 0.5081 (0.5161)  loss_giou_aux_0: 0.5323 (0.5445)  loss_giou_aux_1: 0.5167 (0.5265)  loss_giou_aux_2: 0.5078 (0.5192)  loss_giou_aux_3: 0.5082 (0.5168)  loss_giou_aux_4: 0.5099 (0.5161)  loss_giou_aux_5: 0.6182 (0.6182)  loss_giou_dn_0: 0.6460 (0.6488)  loss_giou_dn_1: 0.5376 (0.5453)  loss_giou_dn_2: 0.5123 (0.5178)  loss_giou_dn_3: 0.5059 (0.5094)  loss_giou_dn_4: 0.5045 (0.5073)  loss_giou_dn_5: 0.5048 (0.5075)  loss_vfl: 0.7027 (0.7304)  loss_vfl_aux_0: 0.8399 (0.8579)  loss_vfl_aux_1: 0.7842 (0.8087)  loss_vfl_aux_2: 0.7323 (0.7641)  loss_vfl_aux_3: 0.7104 (0.7423)  loss_vfl_aux_4: 0.7003 (0.7340)  loss_vfl_aux_5: 0.7914 (0.8301)  loss_vfl_dn_0: 0.4685 (0.4752)  loss_vfl_dn_1: 0.4127 (0.4175)  loss_vfl_dn_2: 0.3948 (0.3995)  loss_vfl_dn_3: 0.3878 (0.3918)  loss_vfl_dn_4: 0.3857 (0.3889)  loss_vfl_dn_5: 0.3862 (0.3883)  time: 0.4799  data: 0.0156  max mem: 5653
Epoch: [15]  [ 300/7393]  eta: 1:00:47  lr: 0.000010  loss: 17.4028 (17.6485)  loss_bbox: 0.1573 (0.1725)  loss_bbox_aux_0: 0.1718 (0.1879)  loss_bbox_aux_1: 0.1689 (0.1786)  loss_bbox_aux_2: 0.1670 (0.1751)  loss_bbox_aux_3: 0.1600 (0.1726)  loss_bbox_aux_4: 0.1606 (0.1721)  loss_bbox_aux_5: 0.2065 (0.2300)  loss_bbox_dn_0: 0.3051 (0.3160)  loss_bbox_dn_1: 0.2322 (0.2470)  loss_bbox_dn_2: 0.2077 (0.2254)  loss_bbox_dn_3: 0.1999 (0.2180)  loss_bbox_dn_4: 0.1996 (0.2164)  loss_bbox_dn_5: 0.1996 (0.2164)  loss_giou: 0.4918 (0.5155)  loss_giou_aux_0: 0.5050 (0.5437)  loss_giou_aux_1: 0.4983 (0.5253)  loss_giou_aux_2: 0.4986 (0.5194)  loss_giou_aux_3: 0.4934 (0.5167)  loss_giou_aux_4: 0.4918 (0.5153)  loss_giou_aux_5: 0.5853 (0.6183)  loss_giou_dn_0: 0.6441 (0.6507)  loss_giou_dn_1: 0.5361 (0.5467)  loss_giou_dn_2: 0.5098 (0.5191)  loss_giou_dn_3: 0.5040 (0.5104)  loss_giou_dn_4: 0.5002 (0.5084)  loss_giou_dn_5: 0.5003 (0.5085)  loss_vfl: 0.7192 (0.7301)  loss_vfl_aux_0: 0.8672 (0.8592)  loss_vfl_aux_1: 0.8179 (0.8069)  loss_vfl_aux_2: 0.7458 (0.7630)  loss_vfl_aux_3: 0.7373 (0.7406)  loss_vfl_aux_4: 0.7260 (0.7339)  loss_vfl_aux_5: 0.8350 (0.8299)  loss_vfl_dn_0: 0.4763 (0.4745)  loss_vfl_dn_1: 0.4251 (0.4173)  loss_vfl_dn_2: 0.4051 (0.3992)  loss_vfl_dn_3: 0.3948 (0.3913)  loss_vfl_dn_4: 0.3905 (0.3885)  loss_vfl_dn_5: 0.3899 (0.3880)  time: 0.4820  data: 0.0153  max mem: 5653
Epoch: [15]  [ 400/7393]  eta: 0:58:53  lr: 0.000010  loss: 17.9221 (17.6529)  loss_bbox: 0.1696 (0.1730)  loss_bbox_aux_0: 0.1940 (0.1885)  loss_bbox_aux_1: 0.1722 (0.1792)  loss_bbox_aux_2: 0.1705 (0.1756)  loss_bbox_aux_3: 0.1679 (0.1731)  loss_bbox_aux_4: 0.1727 (0.1728)  loss_bbox_aux_5: 0.2241 (0.2318)  loss_bbox_dn_0: 0.3025 (0.3182)  loss_bbox_dn_1: 0.2281 (0.2494)  loss_bbox_dn_2: 0.2033 (0.2278)  loss_bbox_dn_3: 0.1976 (0.2203)  loss_bbox_dn_4: 0.1985 (0.2188)  loss_bbox_dn_5: 0.1984 (0.2187)  loss_giou: 0.5055 (0.5132)  loss_giou_aux_0: 0.5395 (0.5418)  loss_giou_aux_1: 0.5057 (0.5230)  loss_giou_aux_2: 0.5033 (0.5172)  loss_giou_aux_3: 0.5038 (0.5142)  loss_giou_aux_4: 0.5064 (0.5133)  loss_giou_aux_5: 0.6127 (0.6169)  loss_giou_dn_0: 0.6451 (0.6482)  loss_giou_dn_1: 0.5335 (0.5445)  loss_giou_dn_2: 0.5081 (0.5172)  loss_giou_dn_3: 0.4999 (0.5084)  loss_giou_dn_4: 0.5000 (0.5064)  loss_giou_dn_5: 0.5000 (0.5065)  loss_vfl: 0.7319 (0.7321)  loss_vfl_aux_0: 0.8570 (0.8601)  loss_vfl_aux_1: 0.8144 (0.8080)  loss_vfl_aux_2: 0.7819 (0.7650)  loss_vfl_aux_3: 0.7391 (0.7430)  loss_vfl_aux_4: 0.7238 (0.7355)  loss_vfl_aux_5: 0.8279 (0.8313)  loss_vfl_dn_0: 0.4817 (0.4750)  loss_vfl_dn_1: 0.4277 (0.4174)  loss_vfl_dn_2: 0.4124 (0.3993)  loss_vfl_dn_3: 0.4041 (0.3915)  loss_vfl_dn_4: 0.4006 (0.3886)  loss_vfl_dn_5: 0.4020 (0.3881)  time: 0.4731  data: 0.0156  max mem: 5653
Epoch: [15]  [ 500/7393]  eta: 0:58:43  lr: 0.000010  loss: 17.6707 (17.6338)  loss_bbox: 0.1778 (0.1724)  loss_bbox_aux_0: 0.2056 (0.1882)  loss_bbox_aux_1: 0.1908 (0.1786)  loss_bbox_aux_2: 0.1863 (0.1751)  loss_bbox_aux_3: 0.1834 (0.1727)  loss_bbox_aux_4: 0.1778 (0.1723)  loss_bbox_aux_5: 0.2255 (0.2312)  loss_bbox_dn_0: 0.3199 (0.3176)  loss_bbox_dn_1: 0.2423 (0.2483)  loss_bbox_dn_2: 0.2237 (0.2266)  loss_bbox_dn_3: 0.2060 (0.2191)  loss_bbox_dn_4: 0.2038 (0.2175)  loss_bbox_dn_5: 0.2031 (0.2174)  loss_giou: 0.4315 (0.5136)  loss_giou_aux_0: 0.4777 (0.5424)  loss_giou_aux_1: 0.4537 (0.5237)  loss_giou_aux_2: 0.4359 (0.5177)  loss_giou_aux_3: 0.4430 (0.5148)  loss_giou_aux_4: 0.4362 (0.5138)  loss_giou_aux_5: 0.5620 (0.6174)  loss_giou_dn_0: 0.6135 (0.6481)  loss_giou_dn_1: 0.5120 (0.5440)  loss_giou_dn_2: 0.4806 (0.5167)  loss_giou_dn_3: 0.4740 (0.5080)  loss_giou_dn_4: 0.4688 (0.5059)  loss_giou_dn_5: 0.4682 (0.5060)  loss_vfl: 0.7199 (0.7309)  loss_vfl_aux_0: 0.8679 (0.8586)  loss_vfl_aux_1: 0.7963 (0.8076)  loss_vfl_aux_2: 0.7602 (0.7638)  loss_vfl_aux_3: 0.7450 (0.7421)  loss_vfl_aux_4: 0.7384 (0.7342)  loss_vfl_aux_5: 0.8167 (0.8303)  loss_vfl_dn_0: 0.4746 (0.4746)  loss_vfl_dn_1: 0.4100 (0.4167)  loss_vfl_dn_2: 0.3949 (0.3990)  loss_vfl_dn_3: 0.3877 (0.3911)  loss_vfl_dn_4: 0.3838 (0.3882)  loss_vfl_dn_5: 0.3833 (0.3876)  time: 0.4754  data: 0.0155  max mem: 5653
Epoch: [15]  [ 600/7393]  eta: 0:57:02  lr: 0.000010  loss: 17.8151 (17.6244)  loss_bbox: 0.1741 (0.1726)  loss_bbox_aux_0: 0.1795 (0.1882)  loss_bbox_aux_1: 0.1574 (0.1787)  loss_bbox_aux_2: 0.1613 (0.1754)  loss_bbox_aux_3: 0.1625 (0.1732)  loss_bbox_aux_4: 0.1675 (0.1729)  loss_bbox_aux_5: 0.2224 (0.2315)  loss_bbox_dn_0: 0.2661 (0.3186)  loss_bbox_dn_1: 0.2228 (0.2486)  loss_bbox_dn_2: 0.2071 (0.2268)  loss_bbox_dn_3: 0.2033 (0.2192)  loss_bbox_dn_4: 0.2029 (0.2175)  loss_bbox_dn_5: 0.2031 (0.2175)  loss_giou: 0.5088 (0.5126)  loss_giou_aux_0: 0.5325 (0.5410)  loss_giou_aux_1: 0.5156 (0.5227)  loss_giou_aux_2: 0.5241 (0.5166)  loss_giou_aux_3: 0.5014 (0.5136)  loss_giou_aux_4: 0.4965 (0.5128)  loss_giou_aux_5: 0.6281 (0.6158)  loss_giou_dn_0: 0.6705 (0.6470)  loss_giou_dn_1: 0.5501 (0.5429)  loss_giou_dn_2: 0.5292 (0.5158)  loss_giou_dn_3: 0.5255 (0.5071)  loss_giou_dn_4: 0.5217 (0.5050)  loss_giou_dn_5: 0.5225 (0.5051)  loss_vfl: 0.7321 (0.7305)  loss_vfl_aux_0: 0.8710 (0.8604)  loss_vfl_aux_1: 0.8337 (0.8087)  loss_vfl_aux_2: 0.7810 (0.7643)  loss_vfl_aux_3: 0.7312 (0.7421)  loss_vfl_aux_4: 0.7202 (0.7337)  loss_vfl_aux_5: 0.8174 (0.8321)  loss_vfl_dn_0: 0.4697 (0.4742)  loss_vfl_dn_1: 0.4124 (0.4161)  loss_vfl_dn_2: 0.3954 (0.3984)  loss_vfl_dn_3: 0.3896 (0.3906)  loss_vfl_dn_4: 0.3893 (0.3877)  loss_vfl_dn_5: 0.3880 (0.3870)  time: 0.4600  data: 0.0151  max mem: 5653
Epoch: [15]  [ 700/7393]  eta: 0:55:47  lr: 0.000010  loss: 17.6098 (17.5892)  loss_bbox: 0.1629 (0.1720)  loss_bbox_aux_0: 0.1850 (0.1875)  loss_bbox_aux_1: 0.1753 (0.1781)  loss_bbox_aux_2: 0.1673 (0.1749)  loss_bbox_aux_3: 0.1703 (0.1727)  loss_bbox_aux_4: 0.1629 (0.1723)  loss_bbox_aux_5: 0.2263 (0.2306)  loss_bbox_dn_0: 0.2877 (0.3165)  loss_bbox_dn_1: 0.2254 (0.2470)  loss_bbox_dn_2: 0.2041 (0.2255)  loss_bbox_dn_3: 0.2034 (0.2179)  loss_bbox_dn_4: 0.2029 (0.2162)  loss_bbox_dn_5: 0.2030 (0.2162)  loss_giou: 0.4726 (0.5123)  loss_giou_aux_0: 0.5225 (0.5406)  loss_giou_aux_1: 0.4907 (0.5224)  loss_giou_aux_2: 0.4835 (0.5164)  loss_giou_aux_3: 0.4853 (0.5134)  loss_giou_aux_4: 0.4819 (0.5125)  loss_giou_aux_5: 0.6120 (0.6151)  loss_giou_dn_0: 0.6480 (0.6459)  loss_giou_dn_1: 0.5449 (0.5424)  loss_giou_dn_2: 0.5196 (0.5155)  loss_giou_dn_3: 0.5114 (0.5069)  loss_giou_dn_4: 0.5097 (0.5049)  loss_giou_dn_5: 0.5096 (0.5050)  loss_vfl: 0.7233 (0.7286)  loss_vfl_aux_0: 0.8348 (0.8572)  loss_vfl_aux_1: 0.7786 (0.8060)  loss_vfl_aux_2: 0.7483 (0.7618)  loss_vfl_aux_3: 0.7128 (0.7393)  loss_vfl_aux_4: 0.7154 (0.7318)  loss_vfl_aux_5: 0.8082 (0.8307)  loss_vfl_dn_0: 0.4735 (0.4741)  loss_vfl_dn_1: 0.4118 (0.4159)  loss_vfl_dn_2: 0.3959 (0.3982)  loss_vfl_dn_3: 0.3869 (0.3905)  loss_vfl_dn_4: 0.3840 (0.3876)  loss_vfl_dn_5: 0.3816 (0.3869)  time: 0.4736  data: 0.0154  max mem: 5653
Epoch: [15]  [ 800/7393]  eta: 0:54:32  lr: 0.000010  loss: 17.0336 (17.6087)  loss_bbox: 0.1626 (0.1718)  loss_bbox_aux_0: 0.1777 (0.1871)  loss_bbox_aux_1: 0.1639 (0.1777)  loss_bbox_aux_2: 0.1721 (0.1746)  loss_bbox_aux_3: 0.1590 (0.1726)  loss_bbox_aux_4: 0.1597 (0.1721)  loss_bbox_aux_5: 0.2069 (0.2297)  loss_bbox_dn_0: 0.2963 (0.3153)  loss_bbox_dn_1: 0.2185 (0.2460)  loss_bbox_dn_2: 0.2012 (0.2246)  loss_bbox_dn_3: 0.1951 (0.2171)  loss_bbox_dn_4: 0.1954 (0.2154)  loss_bbox_dn_5: 0.1953 (0.2154)  loss_giou: 0.5325 (0.5162)  loss_giou_aux_0: 0.5699 (0.5445)  loss_giou_aux_1: 0.5492 (0.5263)  loss_giou_aux_2: 0.5399 (0.5202)  loss_giou_aux_3: 0.5463 (0.5175)  loss_giou_aux_4: 0.5324 (0.5164)  loss_giou_aux_5: 0.6328 (0.6189)  loss_giou_dn_0: 0.6709 (0.6486)  loss_giou_dn_1: 0.5584 (0.5450)  loss_giou_dn_2: 0.5274 (0.5180)  loss_giou_dn_3: 0.5212 (0.5095)  loss_giou_dn_4: 0.5194 (0.5074)  loss_giou_dn_5: 0.5196 (0.5075)  loss_vfl: 0.6995 (0.7269)  loss_vfl_aux_0: 0.8120 (0.8545)  loss_vfl_aux_1: 0.7963 (0.8039)  loss_vfl_aux_2: 0.7432 (0.7602)  loss_vfl_aux_3: 0.7232 (0.7375)  loss_vfl_aux_4: 0.7070 (0.7300)  loss_vfl_aux_5: 0.8144 (0.8287)  loss_vfl_dn_0: 0.4703 (0.4736)  loss_vfl_dn_1: 0.4107 (0.4156)  loss_vfl_dn_2: 0.3955 (0.3979)  loss_vfl_dn_3: 0.3904 (0.3902)  loss_vfl_dn_4: 0.3891 (0.3874)  loss_vfl_dn_5: 0.3860 (0.3867)  time: 0.4671  data: 0.0153  max mem: 5653
Epoch: [15]  [ 900/7393]  eta: 0:53:27  lr: 0.000010  loss: 17.6163 (17.6325)  loss_bbox: 0.1624 (0.1722)  loss_bbox_aux_0: 0.1768 (0.1875)  loss_bbox_aux_1: 0.1715 (0.1781)  loss_bbox_aux_2: 0.1633 (0.1749)  loss_bbox_aux_3: 0.1585 (0.1730)  loss_bbox_aux_4: 0.1635 (0.1724)  loss_bbox_aux_5: 0.2106 (0.2300)  loss_bbox_dn_0: 0.2936 (0.3166)  loss_bbox_dn_1: 0.2258 (0.2473)  loss_bbox_dn_2: 0.2049 (0.2259)  loss_bbox_dn_3: 0.1981 (0.2184)  loss_bbox_dn_4: 0.1942 (0.2166)  loss_bbox_dn_5: 0.1941 (0.2166)  loss_giou: 0.5471 (0.5174)  loss_giou_aux_0: 0.5755 (0.5458)  loss_giou_aux_1: 0.5612 (0.5277)  loss_giou_aux_2: 0.5579 (0.5215)  loss_giou_aux_3: 0.5564 (0.5188)  loss_giou_aux_4: 0.5465 (0.5175)  loss_giou_aux_5: 0.6407 (0.6202)  loss_giou_dn_0: 0.6895 (0.6495)  loss_giou_dn_1: 0.5844 (0.5462)  loss_giou_dn_2: 0.5593 (0.5192)  loss_giou_dn_3: 0.5458 (0.5107)  loss_giou_dn_4: 0.5421 (0.5086)  loss_giou_dn_5: 0.5422 (0.5087)  loss_vfl: 0.6999 (0.7265)  loss_vfl_aux_0: 0.8439 (0.8547)  loss_vfl_aux_1: 0.7949 (0.8031)  loss_vfl_aux_2: 0.7437 (0.7599)  loss_vfl_aux_3: 0.7107 (0.7371)  loss_vfl_aux_4: 0.7080 (0.7296)  loss_vfl_aux_5: 0.8147 (0.8283)  loss_vfl_dn_0: 0.4734 (0.4734)  loss_vfl_dn_1: 0.4173 (0.4156)  loss_vfl_dn_2: 0.4024 (0.3981)  loss_vfl_dn_3: 0.3946 (0.3904)  loss_vfl_dn_4: 0.3937 (0.3876)  loss_vfl_dn_5: 0.3889 (0.3869)  time: 0.4733  data: 0.0143  max mem: 5653
Epoch: [15]  [1000/7393]  eta: 0:52:23  lr: 0.000010  loss: 18.0389 (17.6462)  loss_bbox: 0.1696 (0.1723)  loss_bbox_aux_0: 0.1843 (0.1872)  loss_bbox_aux_1: 0.1853 (0.1780)  loss_bbox_aux_2: 0.1779 (0.1749)  loss_bbox_aux_3: 0.1841 (0.1731)  loss_bbox_aux_4: 0.1698 (0.1725)  loss_bbox_aux_5: 0.2302 (0.2299)  loss_bbox_dn_0: 0.2974 (0.3160)  loss_bbox_dn_1: 0.2371 (0.2469)  loss_bbox_dn_2: 0.2118 (0.2256)  loss_bbox_dn_3: 0.2039 (0.2181)  loss_bbox_dn_4: 0.2060 (0.2163)  loss_bbox_dn_5: 0.2056 (0.2163)  loss_giou: 0.5210 (0.5186)  loss_giou_aux_0: 0.5519 (0.5466)  loss_giou_aux_1: 0.5225 (0.5288)  loss_giou_aux_2: 0.5187 (0.5227)  loss_giou_aux_3: 0.4997 (0.5199)  loss_giou_aux_4: 0.4984 (0.5187)  loss_giou_aux_5: 0.6036 (0.6212)  loss_giou_dn_0: 0.6469 (0.6503)  loss_giou_dn_1: 0.5378 (0.5471)  loss_giou_dn_2: 0.5200 (0.5203)  loss_giou_dn_3: 0.5116 (0.5117)  loss_giou_dn_4: 0.5088 (0.5096)  loss_giou_dn_5: 0.5089 (0.5098)  loss_vfl: 0.7034 (0.7268)  loss_vfl_aux_0: 0.8346 (0.8556)  loss_vfl_aux_1: 0.8085 (0.8033)  loss_vfl_aux_2: 0.7342 (0.7597)  loss_vfl_aux_3: 0.7259 (0.7375)  loss_vfl_aux_4: 0.7056 (0.7300)  loss_vfl_aux_5: 0.8107 (0.8285)  loss_vfl_dn_0: 0.4705 (0.4734)  loss_vfl_dn_1: 0.4140 (0.4157)  loss_vfl_dn_2: 0.3986 (0.3982)  loss_vfl_dn_3: 0.3905 (0.3904)  loss_vfl_dn_4: 0.3892 (0.3876)  loss_vfl_dn_5: 0.3881 (0.3869)  time: 0.4715  data: 0.0153  max mem: 5653
Epoch: [15]  [1100/7393]  eta: 0:51:58  lr: 0.000010  loss: 17.9191 (17.6434)  loss_bbox: 0.1621 (0.1718)  loss_bbox_aux_0: 0.1775 (0.1866)  loss_bbox_aux_1: 0.1659 (0.1775)  loss_bbox_aux_2: 0.1674 (0.1745)  loss_bbox_aux_3: 0.1672 (0.1727)  loss_bbox_aux_4: 0.1676 (0.1720)  loss_bbox_aux_5: 0.2098 (0.2292)  loss_bbox_dn_0: 0.2922 (0.3149)  loss_bbox_dn_1: 0.2307 (0.2460)  loss_bbox_dn_2: 0.2138 (0.2248)  loss_bbox_dn_3: 0.2082 (0.2173)  loss_bbox_dn_4: 0.2050 (0.2156)  loss_bbox_dn_5: 0.2047 (0.2155)  loss_giou: 0.5440 (0.5198)  loss_giou_aux_0: 0.5562 (0.5477)  loss_giou_aux_1: 0.5547 (0.5300)  loss_giou_aux_2: 0.5510 (0.5241)  loss_giou_aux_3: 0.5483 (0.5212)  loss_giou_aux_4: 0.5489 (0.5199)  loss_giou_aux_5: 0.6508 (0.6221)  loss_giou_dn_0: 0.6620 (0.6511)  loss_giou_dn_1: 0.5599 (0.5480)  loss_giou_dn_2: 0.5416 (0.5212)  loss_giou_dn_3: 0.5377 (0.5126)  loss_giou_dn_4: 0.5385 (0.5106)  loss_giou_dn_5: 0.5385 (0.5107)  loss_vfl: 0.7060 (0.7261)  loss_vfl_aux_0: 0.8112 (0.8545)  loss_vfl_aux_1: 0.7846 (0.8017)  loss_vfl_aux_2: 0.7186 (0.7581)  loss_vfl_aux_3: 0.7152 (0.7366)  loss_vfl_aux_4: 0.7000 (0.7290)  loss_vfl_aux_5: 0.8087 (0.8271)  loss_vfl_dn_0: 0.4670 (0.4733)  loss_vfl_dn_1: 0.4196 (0.4158)  loss_vfl_dn_2: 0.4007 (0.3984)  loss_vfl_dn_3: 0.3920 (0.3906)  loss_vfl_dn_4: 0.3894 (0.3878)  loss_vfl_dn_5: 0.3895 (0.3871)  time: 0.4673  data: 0.0143  max mem: 5653
Epoch: [15]  [1200/7393]  eta: 0:50:55  lr: 0.000010  loss: 17.8618 (17.6474)  loss_bbox: 0.1730 (0.1715)  loss_bbox_aux_0: 0.1867 (0.1864)  loss_bbox_aux_1: 0.1821 (0.1774)  loss_bbox_aux_2: 0.1814 (0.1743)  loss_bbox_aux_3: 0.1721 (0.1724)  loss_bbox_aux_4: 0.1728 (0.1717)  loss_bbox_aux_5: 0.2339 (0.2289)  loss_bbox_dn_0: 0.3247 (0.3144)  loss_bbox_dn_1: 0.2521 (0.2455)  loss_bbox_dn_2: 0.2322 (0.2243)  loss_bbox_dn_3: 0.2250 (0.2168)  loss_bbox_dn_4: 0.2226 (0.2151)  loss_bbox_dn_5: 0.2228 (0.2150)  loss_giou: 0.5109 (0.5208)  loss_giou_aux_0: 0.5279 (0.5487)  loss_giou_aux_1: 0.5300 (0.5311)  loss_giou_aux_2: 0.5268 (0.5251)  loss_giou_aux_3: 0.5177 (0.5220)  loss_giou_aux_4: 0.5194 (0.5209)  loss_giou_aux_5: 0.5999 (0.6232)  loss_giou_dn_0: 0.6461 (0.6513)  loss_giou_dn_1: 0.5488 (0.5484)  loss_giou_dn_2: 0.5173 (0.5214)  loss_giou_dn_3: 0.5022 (0.5129)  loss_giou_dn_4: 0.5000 (0.5108)  loss_giou_dn_5: 0.4995 (0.5109)  loss_vfl: 0.7330 (0.7260)  loss_vfl_aux_0: 0.8627 (0.8546)  loss_vfl_aux_1: 0.8127 (0.8019)  loss_vfl_aux_2: 0.7815 (0.7582)  loss_vfl_aux_3: 0.7481 (0.7368)  loss_vfl_aux_4: 0.7409 (0.7291)  loss_vfl_aux_5: 0.8299 (0.8267)  loss_vfl_dn_0: 0.4766 (0.4734)  loss_vfl_dn_1: 0.4148 (0.4158)  loss_vfl_dn_2: 0.3987 (0.3984)  loss_vfl_dn_3: 0.3895 (0.3906)  loss_vfl_dn_4: 0.3871 (0.3878)  loss_vfl_dn_5: 0.3862 (0.3871)  time: 0.4689  data: 0.0146  max mem: 5653
Epoch: [15]  [1300/7393]  eta: 0:49:55  lr: 0.000010  loss: 17.5019 (17.6341)  loss_bbox: 0.1616 (0.1713)  loss_bbox_aux_0: 0.1764 (0.1861)  loss_bbox_aux_1: 0.1725 (0.1771)  loss_bbox_aux_2: 0.1659 (0.1740)  loss_bbox_aux_3: 0.1616 (0.1721)  loss_bbox_aux_4: 0.1626 (0.1715)  loss_bbox_aux_5: 0.2219 (0.2288)  loss_bbox_dn_0: 0.2655 (0.3136)  loss_bbox_dn_1: 0.2028 (0.2449)  loss_bbox_dn_2: 0.1946 (0.2238)  loss_bbox_dn_3: 0.1858 (0.2164)  loss_bbox_dn_4: 0.1832 (0.2147)  loss_bbox_dn_5: 0.1832 (0.2146)  loss_giou: 0.5670 (0.5212)  loss_giou_aux_0: 0.5889 (0.5489)  loss_giou_aux_1: 0.5666 (0.5313)  loss_giou_aux_2: 0.5604 (0.5254)  loss_giou_aux_3: 0.5626 (0.5225)  loss_giou_aux_4: 0.5618 (0.5213)  loss_giou_aux_5: 0.6557 (0.6236)  loss_giou_dn_0: 0.6479 (0.6513)  loss_giou_dn_1: 0.5507 (0.5483)  loss_giou_dn_2: 0.5233 (0.5214)  loss_giou_dn_3: 0.5177 (0.5129)  loss_giou_dn_4: 0.5151 (0.5108)  loss_giou_dn_5: 0.5155 (0.5110)  loss_vfl: 0.6921 (0.7246)  loss_vfl_aux_0: 0.7999 (0.8535)  loss_vfl_aux_1: 0.7423 (0.8002)  loss_vfl_aux_2: 0.7071 (0.7567)  loss_vfl_aux_3: 0.7124 (0.7352)  loss_vfl_aux_4: 0.6912 (0.7277)  loss_vfl_aux_5: 0.7820 (0.8253)  loss_vfl_dn_0: 0.4681 (0.4731)  loss_vfl_dn_1: 0.4124 (0.4157)  loss_vfl_dn_2: 0.3920 (0.3983)  loss_vfl_dn_3: 0.3869 (0.3905)  loss_vfl_dn_4: 0.3854 (0.3877)  loss_vfl_dn_5: 0.3841 (0.3870)  time: 0.4760  data: 0.0138  max mem: 5653
Epoch: [15]  [1400/7393]  eta: 0:48:57  lr: 0.000010  loss: 17.1735 (17.6219)  loss_bbox: 0.1700 (0.1715)  loss_bbox_aux_0: 0.1757 (0.1861)  loss_bbox_aux_1: 0.1696 (0.1771)  loss_bbox_aux_2: 0.1631 (0.1740)  loss_bbox_aux_3: 0.1653 (0.1722)  loss_bbox_aux_4: 0.1682 (0.1716)  loss_bbox_aux_5: 0.2075 (0.2289)  loss_bbox_dn_0: 0.2692 (0.3131)  loss_bbox_dn_1: 0.2065 (0.2444)  loss_bbox_dn_2: 0.1923 (0.2234)  loss_bbox_dn_3: 0.1857 (0.2160)  loss_bbox_dn_4: 0.1832 (0.2143)  loss_bbox_dn_5: 0.1833 (0.2143)  loss_giou: 0.5521 (0.5206)  loss_giou_aux_0: 0.5608 (0.5481)  loss_giou_aux_1: 0.5546 (0.5306)  loss_giou_aux_2: 0.5425 (0.5249)  loss_giou_aux_3: 0.5450 (0.5219)  loss_giou_aux_4: 0.5495 (0.5207)  loss_giou_aux_5: 0.6155 (0.6226)  loss_giou_dn_0: 0.6474 (0.6502)  loss_giou_dn_1: 0.5489 (0.5472)  loss_giou_dn_2: 0.5203 (0.5204)  loss_giou_dn_3: 0.5134 (0.5119)  loss_giou_dn_4: 0.5101 (0.5098)  loss_giou_dn_5: 0.5103 (0.5100)  loss_vfl: 0.6658 (0.7247)  loss_vfl_aux_0: 0.8058 (0.8538)  loss_vfl_aux_1: 0.7575 (0.8003)  loss_vfl_aux_2: 0.7066 (0.7569)  loss_vfl_aux_3: 0.6806 (0.7352)  loss_vfl_aux_4: 0.6711 (0.7278)  loss_vfl_aux_5: 0.7812 (0.8259)  loss_vfl_dn_0: 0.4708 (0.4733)  loss_vfl_dn_1: 0.4115 (0.4155)  loss_vfl_dn_2: 0.3932 (0.3982)  loss_vfl_dn_3: 0.3833 (0.3904)  loss_vfl_dn_4: 0.3808 (0.3875)  loss_vfl_dn_5: 0.3804 (0.3868)  time: 0.4706  data: 0.0139  max mem: 5653
Epoch: [15]  [1500/7393]  eta: 0:48:02  lr: 0.000010  loss: 17.1399 (17.6300)  loss_bbox: 0.1701 (0.1721)  loss_bbox_aux_0: 0.1736 (0.1865)  loss_bbox_aux_1: 0.1707 (0.1774)  loss_bbox_aux_2: 0.1648 (0.1745)  loss_bbox_aux_3: 0.1702 (0.1727)  loss_bbox_aux_4: 0.1683 (0.1721)  loss_bbox_aux_5: 0.2100 (0.2292)  loss_bbox_dn_0: 0.2804 (0.3137)  loss_bbox_dn_1: 0.2221 (0.2449)  loss_bbox_dn_2: 0.2031 (0.2239)  loss_bbox_dn_3: 0.1901 (0.2165)  loss_bbox_dn_4: 0.1865 (0.2149)  loss_bbox_dn_5: 0.1868 (0.2148)  loss_giou: 0.4933 (0.5204)  loss_giou_aux_0: 0.5113 (0.5478)  loss_giou_aux_1: 0.4896 (0.5304)  loss_giou_aux_2: 0.4873 (0.5247)  loss_giou_aux_3: 0.4840 (0.5217)  loss_giou_aux_4: 0.4792 (0.5205)  loss_giou_aux_5: 0.5851 (0.6224)  loss_giou_dn_0: 0.6336 (0.6500)  loss_giou_dn_1: 0.5270 (0.5469)  loss_giou_dn_2: 0.5055 (0.5201)  loss_giou_dn_3: 0.4946 (0.5115)  loss_giou_dn_4: 0.4921 (0.5095)  loss_giou_dn_5: 0.4922 (0.5097)  loss_vfl: 0.7128 (0.7253)  loss_vfl_aux_0: 0.8576 (0.8544)  loss_vfl_aux_1: 0.7909 (0.8008)  loss_vfl_aux_2: 0.7601 (0.7574)  loss_vfl_aux_3: 0.7149 (0.7357)  loss_vfl_aux_4: 0.7207 (0.7283)  loss_vfl_aux_5: 0.8316 (0.8267)  loss_vfl_dn_0: 0.4722 (0.4733)  loss_vfl_dn_1: 0.4200 (0.4156)  loss_vfl_dn_2: 0.4033 (0.3983)  loss_vfl_dn_3: 0.3944 (0.3905)  loss_vfl_dn_4: 0.3906 (0.3877)  loss_vfl_dn_5: 0.3889 (0.3870)  time: 0.4730  data: 0.0137  max mem: 5653
Epoch: [15]  [1600/7393]  eta: 0:47:07  lr: 0.000010  loss: 17.0926 (17.6258)  loss_bbox: 0.1551 (0.1723)  loss_bbox_aux_0: 0.1789 (0.1867)  loss_bbox_aux_1: 0.1673 (0.1776)  loss_bbox_aux_2: 0.1550 (0.1746)  loss_bbox_aux_3: 0.1582 (0.1729)  loss_bbox_aux_4: 0.1546 (0.1722)  loss_bbox_aux_5: 0.2195 (0.2296)  loss_bbox_dn_0: 0.3305 (0.3142)  loss_bbox_dn_1: 0.2382 (0.2451)  loss_bbox_dn_2: 0.2257 (0.2241)  loss_bbox_dn_3: 0.2156 (0.2167)  loss_bbox_dn_4: 0.2136 (0.2150)  loss_bbox_dn_5: 0.2136 (0.2150)  loss_giou: 0.4511 (0.5198)  loss_giou_aux_0: 0.4958 (0.5474)  loss_giou_aux_1: 0.4856 (0.5300)  loss_giou_aux_2: 0.4655 (0.5241)  loss_giou_aux_3: 0.4569 (0.5213)  loss_giou_aux_4: 0.4509 (0.5200)  loss_giou_aux_5: 0.5679 (0.6219)  loss_giou_dn_0: 0.6101 (0.6496)  loss_giou_dn_1: 0.4962 (0.5463)  loss_giou_dn_2: 0.4724 (0.5194)  loss_giou_dn_3: 0.4664 (0.5108)  loss_giou_dn_4: 0.4629 (0.5088)  loss_giou_dn_5: 0.4629 (0.5089)  loss_vfl: 0.7210 (0.7255)  loss_vfl_aux_0: 0.8654 (0.8549)  loss_vfl_aux_1: 0.8169 (0.8006)  loss_vfl_aux_2: 0.7430 (0.7572)  loss_vfl_aux_3: 0.7316 (0.7357)  loss_vfl_aux_4: 0.7128 (0.7284)  loss_vfl_aux_5: 0.8409 (0.8271)  loss_vfl_dn_0: 0.4778 (0.4734)  loss_vfl_dn_1: 0.4116 (0.4155)  loss_vfl_dn_2: 0.3928 (0.3982)  loss_vfl_dn_3: 0.3830 (0.3904)  loss_vfl_dn_4: 0.3812 (0.3876)  loss_vfl_dn_5: 0.3798 (0.3869)  time: 0.4771  data: 0.0148  max mem: 5653
Epoch: [15]  [1700/7393]  eta: 0:46:11  lr: 0.000010  loss: 17.4111 (17.6192)  loss_bbox: 0.1726 (0.1726)  loss_bbox_aux_0: 0.1724 (0.1869)  loss_bbox_aux_1: 0.1644 (0.1778)  loss_bbox_aux_2: 0.1602 (0.1748)  loss_bbox_aux_3: 0.1694 (0.1731)  loss_bbox_aux_4: 0.1741 (0.1725)  loss_bbox_aux_5: 0.2113 (0.2299)  loss_bbox_dn_0: 0.2994 (0.3150)  loss_bbox_dn_1: 0.2219 (0.2455)  loss_bbox_dn_2: 0.2171 (0.2243)  loss_bbox_dn_3: 0.2112 (0.2169)  loss_bbox_dn_4: 0.2084 (0.2152)  loss_bbox_dn_5: 0.2084 (0.2152)  loss_giou: 0.4447 (0.5189)  loss_giou_aux_0: 0.4781 (0.5464)  loss_giou_aux_1: 0.4700 (0.5287)  loss_giou_aux_2: 0.4612 (0.5230)  loss_giou_aux_3: 0.4524 (0.5202)  loss_giou_aux_4: 0.4477 (0.5189)  loss_giou_aux_5: 0.5512 (0.6210)  loss_giou_dn_0: 0.6182 (0.6491)  loss_giou_dn_1: 0.5175 (0.5456)  loss_giou_dn_2: 0.4853 (0.5186)  loss_giou_dn_3: 0.4776 (0.5100)  loss_giou_dn_4: 0.4727 (0.5080)  loss_giou_dn_5: 0.4726 (0.5081)  loss_vfl: 0.7477 (0.7253)  loss_vfl_aux_0: 0.8826 (0.8556)  loss_vfl_aux_1: 0.8066 (0.8013)  loss_vfl_aux_2: 0.7591 (0.7574)  loss_vfl_aux_3: 0.7460 (0.7358)  loss_vfl_aux_4: 0.7329 (0.7282)  loss_vfl_aux_5: 0.8500 (0.8280)  loss_vfl_dn_0: 0.4810 (0.4736)  loss_vfl_dn_1: 0.4102 (0.4154)  loss_vfl_dn_2: 0.3979 (0.3981)  loss_vfl_dn_3: 0.3918 (0.3902)  loss_vfl_dn_4: 0.3883 (0.3874)  loss_vfl_dn_5: 0.3835 (0.3867)  time: 0.4609  data: 0.0137  max mem: 5653
Epoch: [15]  [1800/7393]  eta: 0:45:17  lr: 0.000010  loss: 17.2242 (17.6208)  loss_bbox: 0.1783 (0.1731)  loss_bbox_aux_0: 0.1947 (0.1873)  loss_bbox_aux_1: 0.1897 (0.1783)  loss_bbox_aux_2: 0.1821 (0.1754)  loss_bbox_aux_3: 0.1836 (0.1736)  loss_bbox_aux_4: 0.1826 (0.1730)  loss_bbox_aux_5: 0.2437 (0.2306)  loss_bbox_dn_0: 0.3469 (0.3158)  loss_bbox_dn_1: 0.2636 (0.2462)  loss_bbox_dn_2: 0.2428 (0.2250)  loss_bbox_dn_3: 0.2388 (0.2175)  loss_bbox_dn_4: 0.2362 (0.2158)  loss_bbox_dn_5: 0.2363 (0.2158)  loss_giou: 0.4646 (0.5183)  loss_giou_aux_0: 0.4798 (0.5457)  loss_giou_aux_1: 0.4644 (0.5281)  loss_giou_aux_2: 0.4513 (0.5225)  loss_giou_aux_3: 0.4699 (0.5196)  loss_giou_aux_4: 0.4656 (0.5183)  loss_giou_aux_5: 0.5871 (0.6203)  loss_giou_dn_0: 0.6296 (0.6488)  loss_giou_dn_1: 0.5360 (0.5452)  loss_giou_dn_2: 0.5058 (0.5182)  loss_giou_dn_3: 0.4932 (0.5096)  loss_giou_dn_4: 0.4902 (0.5076)  loss_giou_dn_5: 0.4899 (0.5077)  loss_vfl: 0.7038 (0.7251)  loss_vfl_aux_0: 0.9008 (0.8564)  loss_vfl_aux_1: 0.8094 (0.8015)  loss_vfl_aux_2: 0.7593 (0.7572)  loss_vfl_aux_3: 0.7172 (0.7356)  loss_vfl_aux_4: 0.7113 (0.7280)  loss_vfl_aux_5: 0.8219 (0.8284)  loss_vfl_dn_0: 0.4733 (0.4735)  loss_vfl_dn_1: 0.4141 (0.4153)  loss_vfl_dn_2: 0.3971 (0.3981)  loss_vfl_dn_3: 0.3847 (0.3902)  loss_vfl_dn_4: 0.3804 (0.3874)  loss_vfl_dn_5: 0.3788 (0.3867)  time: 0.4663  data: 0.0138  max mem: 5653
Epoch: [15]  [1900/7393]  eta: 0:44:24  lr: 0.000010  loss: 17.8997 (17.6199)  loss_bbox: 0.1640 (0.1733)  loss_bbox_aux_0: 0.1691 (0.1871)  loss_bbox_aux_1: 0.1637 (0.1782)  loss_bbox_aux_2: 0.1659 (0.1753)  loss_bbox_aux_3: 0.1608 (0.1737)  loss_bbox_aux_4: 0.1615 (0.1731)  loss_bbox_aux_5: 0.2105 (0.2306)  loss_bbox_dn_0: 0.2742 (0.3160)  loss_bbox_dn_1: 0.2116 (0.2463)  loss_bbox_dn_2: 0.1885 (0.2251)  loss_bbox_dn_3: 0.1848 (0.2176)  loss_bbox_dn_4: 0.1859 (0.2159)  loss_bbox_dn_5: 0.1863 (0.2159)  loss_giou: 0.5621 (0.5177)  loss_giou_aux_0: 0.5928 (0.5449)  loss_giou_aux_1: 0.5716 (0.5273)  loss_giou_aux_2: 0.5619 (0.5217)  loss_giou_aux_3: 0.5602 (0.5188)  loss_giou_aux_4: 0.5657 (0.5177)  loss_giou_aux_5: 0.6753 (0.6196)  loss_giou_dn_0: 0.6686 (0.6487)  loss_giou_dn_1: 0.5804 (0.5451)  loss_giou_dn_2: 0.5572 (0.5181)  loss_giou_dn_3: 0.5537 (0.5095)  loss_giou_dn_4: 0.5559 (0.5075)  loss_giou_dn_5: 0.5563 (0.5076)  loss_vfl: 0.7043 (0.7255)  loss_vfl_aux_0: 0.8336 (0.8573)  loss_vfl_aux_1: 0.7893 (0.8026)  loss_vfl_aux_2: 0.7307 (0.7579)  loss_vfl_aux_3: 0.7055 (0.7362)  loss_vfl_aux_4: 0.6964 (0.7283)  loss_vfl_aux_5: 0.7849 (0.8290)  loss_vfl_dn_0: 0.4681 (0.4734)  loss_vfl_dn_1: 0.4206 (0.4153)  loss_vfl_dn_2: 0.4089 (0.3980)  loss_vfl_dn_3: 0.3987 (0.3901)  loss_vfl_dn_4: 0.3972 (0.3873)  loss_vfl_dn_5: 0.3960 (0.3866)  time: 0.4732  data: 0.0136  max mem: 5653
Epoch: [15]  [2000/7393]  eta: 0:43:47  lr: 0.000010  loss: 17.6877 (17.6237)  loss_bbox: 0.1730 (0.1734)  loss_bbox_aux_0: 0.1749 (0.1871)  loss_bbox_aux_1: 0.1759 (0.1781)  loss_bbox_aux_2: 0.1651 (0.1753)  loss_bbox_aux_3: 0.1748 (0.1738)  loss_bbox_aux_4: 0.1744 (0.1733)  loss_bbox_aux_5: 0.2295 (0.2307)  loss_bbox_dn_0: 0.3119 (0.3163)  loss_bbox_dn_1: 0.2477 (0.2466)  loss_bbox_dn_2: 0.2273 (0.2254)  loss_bbox_dn_3: 0.2206 (0.2179)  loss_bbox_dn_4: 0.2193 (0.2162)  loss_bbox_dn_5: 0.2191 (0.2161)  loss_giou: 0.5224 (0.5174)  loss_giou_aux_0: 0.5516 (0.5447)  loss_giou_aux_1: 0.5320 (0.5270)  loss_giou_aux_2: 0.5175 (0.5215)  loss_giou_aux_3: 0.5179 (0.5186)  loss_giou_aux_4: 0.5221 (0.5175)  loss_giou_aux_5: 0.6165 (0.6192)  loss_giou_dn_0: 0.6606 (0.6485)  loss_giou_dn_1: 0.5603 (0.5450)  loss_giou_dn_2: 0.5346 (0.5180)  loss_giou_dn_3: 0.5263 (0.5095)  loss_giou_dn_4: 0.5229 (0.5074)  loss_giou_dn_5: 0.5232 (0.5076)  loss_vfl: 0.7140 (0.7258)  loss_vfl_aux_0: 0.8433 (0.8577)  loss_vfl_aux_1: 0.7960 (0.8038)  loss_vfl_aux_2: 0.7497 (0.7585)  loss_vfl_aux_3: 0.7217 (0.7366)  loss_vfl_aux_4: 0.7151 (0.7287)  loss_vfl_aux_5: 0.8222 (0.8297)  loss_vfl_dn_0: 0.4727 (0.4735)  loss_vfl_dn_1: 0.4127 (0.4153)  loss_vfl_dn_2: 0.4014 (0.3981)  loss_vfl_dn_3: 0.3901 (0.3902)  loss_vfl_dn_4: 0.3862 (0.3873)  loss_vfl_dn_5: 0.3855 (0.3866)  time: 0.4519  data: 0.0133  max mem: 5653
Epoch: [15]  [2100/7393]  eta: 0:42:52  lr: 0.000010  loss: 17.2605 (17.6251)  loss_bbox: 0.1662 (0.1735)  loss_bbox_aux_0: 0.1870 (0.1872)  loss_bbox_aux_1: 0.1654 (0.1782)  loss_bbox_aux_2: 0.1628 (0.1755)  loss_bbox_aux_3: 0.1680 (0.1739)  loss_bbox_aux_4: 0.1658 (0.1734)  loss_bbox_aux_5: 0.2331 (0.2307)  loss_bbox_dn_0: 0.3188 (0.3162)  loss_bbox_dn_1: 0.2480 (0.2465)  loss_bbox_dn_2: 0.2252 (0.2252)  loss_bbox_dn_3: 0.2130 (0.2177)  loss_bbox_dn_4: 0.2105 (0.2160)  loss_bbox_dn_5: 0.2106 (0.2160)  loss_giou: 0.4731 (0.5179)  loss_giou_aux_0: 0.4906 (0.5449)  loss_giou_aux_1: 0.4782 (0.5274)  loss_giou_aux_2: 0.4712 (0.5219)  loss_giou_aux_3: 0.4771 (0.5191)  loss_giou_aux_4: 0.4786 (0.5180)  loss_giou_aux_5: 0.5706 (0.6193)  loss_giou_dn_0: 0.6338 (0.6487)  loss_giou_dn_1: 0.5236 (0.5452)  loss_giou_dn_2: 0.5005 (0.5182)  loss_giou_dn_3: 0.4913 (0.5096)  loss_giou_dn_4: 0.4891 (0.5075)  loss_giou_dn_5: 0.4895 (0.5077)  loss_vfl: 0.7294 (0.7253)  loss_vfl_aux_0: 0.8760 (0.8576)  loss_vfl_aux_1: 0.8107 (0.8033)  loss_vfl_aux_2: 0.7666 (0.7582)  loss_vfl_aux_3: 0.7373 (0.7363)  loss_vfl_aux_4: 0.7203 (0.7282)  loss_vfl_aux_5: 0.8349 (0.8293)  loss_vfl_dn_0: 0.4738 (0.4734)  loss_vfl_dn_1: 0.4189 (0.4154)  loss_vfl_dn_2: 0.3977 (0.3981)  loss_vfl_dn_3: 0.3919 (0.3903)  loss_vfl_dn_4: 0.3891 (0.3874)  loss_vfl_dn_5: 0.3901 (0.3867)  time: 0.4636  data: 0.0135  max mem: 5653
Epoch: [15]  [2200/7393]  eta: 0:41:58  lr: 0.000010  loss: 17.4067 (17.6294)  loss_bbox: 0.1625 (0.1736)  loss_bbox_aux_0: 0.1606 (0.1871)  loss_bbox_aux_1: 0.1616 (0.1782)  loss_bbox_aux_2: 0.1594 (0.1755)  loss_bbox_aux_3: 0.1603 (0.1739)  loss_bbox_aux_4: 0.1596 (0.1735)  loss_bbox_aux_5: 0.2009 (0.2304)  loss_bbox_dn_0: 0.2879 (0.3159)  loss_bbox_dn_1: 0.2153 (0.2462)  loss_bbox_dn_2: 0.1886 (0.2250)  loss_bbox_dn_3: 0.1887 (0.2175)  loss_bbox_dn_4: 0.1902 (0.2158)  loss_bbox_dn_5: 0.1905 (0.2157)  loss_giou: 0.5289 (0.5189)  loss_giou_aux_0: 0.5629 (0.5457)  loss_giou_aux_1: 0.5367 (0.5283)  loss_giou_aux_2: 0.5306 (0.5229)  loss_giou_aux_3: 0.5334 (0.5201)  loss_giou_aux_4: 0.5301 (0.5189)  loss_giou_aux_5: 0.6407 (0.6200)  loss_giou_dn_0: 0.6564 (0.6493)  loss_giou_dn_1: 0.5534 (0.5457)  loss_giou_dn_2: 0.5241 (0.5186)  loss_giou_dn_3: 0.5173 (0.5101)  loss_giou_dn_4: 0.5155 (0.5080)  loss_giou_dn_5: 0.5159 (0.5082)  loss_vfl: 0.6659 (0.7247)  loss_vfl_aux_0: 0.8239 (0.8573)  loss_vfl_aux_1: 0.7783 (0.8031)  loss_vfl_aux_2: 0.7119 (0.7576)  loss_vfl_aux_3: 0.6910 (0.7357)  loss_vfl_aux_4: 0.6785 (0.7277)  loss_vfl_aux_5: 0.8169 (0.8288)  loss_vfl_dn_0: 0.4697 (0.4734)  loss_vfl_dn_1: 0.4166 (0.4155)  loss_vfl_dn_2: 0.3960 (0.3982)  loss_vfl_dn_3: 0.3879 (0.3903)  loss_vfl_dn_4: 0.3852 (0.3875)  loss_vfl_dn_5: 0.3834 (0.3868)  time: 0.4625  data: 0.0135  max mem: 5653
Epoch: [15]  [2300/7393]  eta: 0:41:05  lr: 0.000010  loss: 17.2830 (17.6244)  loss_bbox: 0.1586 (0.1733)  loss_bbox_aux_0: 0.1687 (0.1871)  loss_bbox_aux_1: 0.1555 (0.1779)  loss_bbox_aux_2: 0.1636 (0.1753)  loss_bbox_aux_3: 0.1551 (0.1737)  loss_bbox_aux_4: 0.1602 (0.1732)  loss_bbox_aux_5: 0.2124 (0.2303)  loss_bbox_dn_0: 0.2715 (0.3160)  loss_bbox_dn_1: 0.2147 (0.2463)  loss_bbox_dn_2: 0.1938 (0.2250)  loss_bbox_dn_3: 0.1817 (0.2175)  loss_bbox_dn_4: 0.1798 (0.2158)  loss_bbox_dn_5: 0.1798 (0.2157)  loss_giou: 0.4810 (0.5181)  loss_giou_aux_0: 0.4938 (0.5450)  loss_giou_aux_1: 0.4835 (0.5275)  loss_giou_aux_2: 0.4777 (0.5221)  loss_giou_aux_3: 0.4829 (0.5193)  loss_giou_aux_4: 0.4752 (0.5181)  loss_giou_aux_5: 0.5775 (0.6192)  loss_giou_dn_0: 0.6376 (0.6489)  loss_giou_dn_1: 0.5337 (0.5452)  loss_giou_dn_2: 0.4941 (0.5181)  loss_giou_dn_3: 0.4890 (0.5095)  loss_giou_dn_4: 0.4898 (0.5074)  loss_giou_dn_5: 0.4898 (0.5076)  loss_vfl: 0.7144 (0.7253)  loss_vfl_aux_0: 0.8560 (0.8583)  loss_vfl_aux_1: 0.7989 (0.8039)  loss_vfl_aux_2: 0.7580 (0.7582)  loss_vfl_aux_3: 0.7222 (0.7363)  loss_vfl_aux_4: 0.7178 (0.7283)  loss_vfl_aux_5: 0.8373 (0.8294)  loss_vfl_dn_0: 0.4803 (0.4735)  loss_vfl_dn_1: 0.4224 (0.4155)  loss_vfl_dn_2: 0.4055 (0.3982)  loss_vfl_dn_3: 0.3990 (0.3903)  loss_vfl_dn_4: 0.3974 (0.3875)  loss_vfl_dn_5: 0.3962 (0.3868)  time: 0.4672  data: 0.0134  max mem: 5653
Epoch: [15]  [2400/7393]  eta: 0:40:13  lr: 0.000010  loss: 17.8008 (17.6346)  loss_bbox: 0.1791 (0.1736)  loss_bbox_aux_0: 0.1989 (0.1874)  loss_bbox_aux_1: 0.1794 (0.1782)  loss_bbox_aux_2: 0.1808 (0.1757)  loss_bbox_aux_3: 0.1792 (0.1740)  loss_bbox_aux_4: 0.1791 (0.1736)  loss_bbox_aux_5: 0.2352 (0.2306)  loss_bbox_dn_0: 0.3370 (0.3161)  loss_bbox_dn_1: 0.2527 (0.2464)  loss_bbox_dn_2: 0.2253 (0.2252)  loss_bbox_dn_3: 0.2175 (0.2177)  loss_bbox_dn_4: 0.2158 (0.2160)  loss_bbox_dn_5: 0.2159 (0.2160)  loss_giou: 0.5081 (0.5187)  loss_giou_aux_0: 0.5266 (0.5455)  loss_giou_aux_1: 0.5126 (0.5280)  loss_giou_aux_2: 0.5090 (0.5227)  loss_giou_aux_3: 0.5071 (0.5199)  loss_giou_aux_4: 0.5075 (0.5187)  loss_giou_aux_5: 0.5967 (0.6197)  loss_giou_dn_0: 0.6487 (0.6491)  loss_giou_dn_1: 0.5272 (0.5455)  loss_giou_dn_2: 0.4973 (0.5184)  loss_giou_dn_3: 0.4917 (0.5098)  loss_giou_dn_4: 0.4902 (0.5078)  loss_giou_dn_5: 0.4912 (0.5079)  loss_vfl: 0.7327 (0.7255)  loss_vfl_aux_0: 0.8501 (0.8583)  loss_vfl_aux_1: 0.8218 (0.8042)  loss_vfl_aux_2: 0.7767 (0.7582)  loss_vfl_aux_3: 0.7488 (0.7364)  loss_vfl_aux_4: 0.7380 (0.7284)  loss_vfl_aux_5: 0.8600 (0.8296)  loss_vfl_dn_0: 0.4748 (0.4735)  loss_vfl_dn_1: 0.4206 (0.4154)  loss_vfl_dn_2: 0.4036 (0.3981)  loss_vfl_dn_3: 0.3913 (0.3903)  loss_vfl_dn_4: 0.3890 (0.3875)  loss_vfl_dn_5: 0.3883 (0.3868)  time: 0.4703  data: 0.0134  max mem: 5653
Epoch: [15]  [2500/7393]  eta: 0:39:20  lr: 0.000010  loss: 17.7186 (17.6377)  loss_bbox: 0.1660 (0.1737)  loss_bbox_aux_0: 0.1869 (0.1875)  loss_bbox_aux_1: 0.1691 (0.1782)  loss_bbox_aux_2: 0.1637 (0.1757)  loss_bbox_aux_3: 0.1621 (0.1741)  loss_bbox_aux_4: 0.1638 (0.1736)  loss_bbox_aux_5: 0.2291 (0.2306)  loss_bbox_dn_0: 0.3108 (0.3161)  loss_bbox_dn_1: 0.2439 (0.2463)  loss_bbox_dn_2: 0.2237 (0.2252)  loss_bbox_dn_3: 0.2139 (0.2177)  loss_bbox_dn_4: 0.2111 (0.2160)  loss_bbox_dn_5: 0.2113 (0.2159)  loss_giou: 0.5252 (0.5186)  loss_giou_aux_0: 0.5450 (0.5454)  loss_giou_aux_1: 0.5346 (0.5278)  loss_giou_aux_2: 0.5328 (0.5226)  loss_giou_aux_3: 0.5294 (0.5197)  loss_giou_aux_4: 0.5267 (0.5186)  loss_giou_aux_5: 0.6252 (0.6196)  loss_giou_dn_0: 0.6406 (0.6490)  loss_giou_dn_1: 0.5387 (0.5453)  loss_giou_dn_2: 0.5218 (0.5183)  loss_giou_dn_3: 0.5131 (0.5097)  loss_giou_dn_4: 0.5092 (0.5077)  loss_giou_dn_5: 0.5095 (0.5078)  loss_vfl: 0.7103 (0.7261)  loss_vfl_aux_0: 0.8303 (0.8587)  loss_vfl_aux_1: 0.7921 (0.8047)  loss_vfl_aux_2: 0.7343 (0.7586)  loss_vfl_aux_3: 0.7257 (0.7370)  loss_vfl_aux_4: 0.7142 (0.7290)  loss_vfl_aux_5: 0.8117 (0.8301)  loss_vfl_dn_0: 0.4765 (0.4736)  loss_vfl_dn_1: 0.4172 (0.4155)  loss_vfl_dn_2: 0.3969 (0.3982)  loss_vfl_dn_3: 0.3915 (0.3905)  loss_vfl_dn_4: 0.3896 (0.3876)  loss_vfl_dn_5: 0.3884 (0.3870)  time: 0.4629  data: 0.0135  max mem: 5653
Epoch: [15]  [2600/7393]  eta: 0:38:29  lr: 0.000010  loss: 17.5669 (17.6398)  loss_bbox: 0.1608 (0.1738)  loss_bbox_aux_0: 0.1724 (0.1875)  loss_bbox_aux_1: 0.1690 (0.1782)  loss_bbox_aux_2: 0.1636 (0.1758)  loss_bbox_aux_3: 0.1585 (0.1742)  loss_bbox_aux_4: 0.1603 (0.1738)  loss_bbox_aux_5: 0.2047 (0.2306)  loss_bbox_dn_0: 0.2734 (0.3162)  loss_bbox_dn_1: 0.2157 (0.2465)  loss_bbox_dn_2: 0.2009 (0.2254)  loss_bbox_dn_3: 0.1931 (0.2179)  loss_bbox_dn_4: 0.1927 (0.2162)  loss_bbox_dn_5: 0.1929 (0.2161)  loss_giou: 0.5004 (0.5186)  loss_giou_aux_0: 0.5208 (0.5454)  loss_giou_aux_1: 0.4942 (0.5277)  loss_giou_aux_2: 0.5018 (0.5226)  loss_giou_aux_3: 0.5056 (0.5197)  loss_giou_aux_4: 0.5024 (0.5187)  loss_giou_aux_5: 0.5944 (0.6196)  loss_giou_dn_0: 0.6384 (0.6490)  loss_giou_dn_1: 0.5451 (0.5454)  loss_giou_dn_2: 0.5159 (0.5184)  loss_giou_dn_3: 0.5079 (0.5098)  loss_giou_dn_4: 0.5047 (0.5077)  loss_giou_dn_5: 0.5047 (0.5078)  loss_vfl: 0.7140 (0.7260)  loss_vfl_aux_0: 0.8577 (0.8590)  loss_vfl_aux_1: 0.7761 (0.8048)  loss_vfl_aux_2: 0.7306 (0.7586)  loss_vfl_aux_3: 0.7250 (0.7370)  loss_vfl_aux_4: 0.7107 (0.7288)  loss_vfl_aux_5: 0.8007 (0.8303)  loss_vfl_dn_0: 0.4656 (0.4736)  loss_vfl_dn_1: 0.4139 (0.4155)  loss_vfl_dn_2: 0.3981 (0.3983)  loss_vfl_dn_3: 0.3896 (0.3905)  loss_vfl_dn_4: 0.3879 (0.3877)  loss_vfl_dn_5: 0.3871 (0.3870)  time: 0.4634  data: 0.0134  max mem: 5653
Epoch: [15]  [2700/7393]  eta: 0:37:37  lr: 0.000010  loss: 18.0565 (17.6406)  loss_bbox: 0.1674 (0.1738)  loss_bbox_aux_0: 0.1929 (0.1875)  loss_bbox_aux_1: 0.1669 (0.1783)  loss_bbox_aux_2: 0.1692 (0.1758)  loss_bbox_aux_3: 0.1600 (0.1742)  loss_bbox_aux_4: 0.1715 (0.1738)  loss_bbox_aux_5: 0.2246 (0.2306)  loss_bbox_dn_0: 0.3269 (0.3163)  loss_bbox_dn_1: 0.2558 (0.2466)  loss_bbox_dn_2: 0.2296 (0.2255)  loss_bbox_dn_3: 0.2225 (0.2180)  loss_bbox_dn_4: 0.2208 (0.2162)  loss_bbox_dn_5: 0.2206 (0.2162)  loss_giou: 0.5240 (0.5185)  loss_giou_aux_0: 0.5516 (0.5452)  loss_giou_aux_1: 0.5383 (0.5277)  loss_giou_aux_2: 0.5325 (0.5226)  loss_giou_aux_3: 0.5322 (0.5197)  loss_giou_aux_4: 0.5227 (0.5186)  loss_giou_aux_5: 0.6046 (0.6194)  loss_giou_dn_0: 0.6540 (0.6487)  loss_giou_dn_1: 0.5560 (0.5453)  loss_giou_dn_2: 0.5319 (0.5182)  loss_giou_dn_3: 0.5232 (0.5096)  loss_giou_dn_4: 0.5237 (0.5076)  loss_giou_dn_5: 0.5242 (0.5077)  loss_vfl: 0.7420 (0.7261)  loss_vfl_aux_0: 0.8662 (0.8595)  loss_vfl_aux_1: 0.8356 (0.8051)  loss_vfl_aux_2: 0.7870 (0.7587)  loss_vfl_aux_3: 0.7767 (0.7372)  loss_vfl_aux_4: 0.7478 (0.7290)  loss_vfl_aux_5: 0.8363 (0.8309)  loss_vfl_dn_0: 0.4689 (0.4737)  loss_vfl_dn_1: 0.4155 (0.4155)  loss_vfl_dn_2: 0.4017 (0.3983)  loss_vfl_dn_3: 0.3939 (0.3905)  loss_vfl_dn_4: 0.3911 (0.3877)  loss_vfl_dn_5: 0.3905 (0.3870)  time: 0.4626  data: 0.0134  max mem: 5653
Epoch: [15]  [2800/7393]  eta: 0:36:46  lr: 0.000010  loss: 17.8638 (17.6406)  loss_bbox: 0.1758 (0.1739)  loss_bbox_aux_0: 0.1900 (0.1876)  loss_bbox_aux_1: 0.1841 (0.1784)  loss_bbox_aux_2: 0.1817 (0.1760)  loss_bbox_aux_3: 0.1799 (0.1743)  loss_bbox_aux_4: 0.1774 (0.1739)  loss_bbox_aux_5: 0.2350 (0.2307)  loss_bbox_dn_0: 0.3413 (0.3166)  loss_bbox_dn_1: 0.2631 (0.2469)  loss_bbox_dn_2: 0.2358 (0.2257)  loss_bbox_dn_3: 0.2277 (0.2182)  loss_bbox_dn_4: 0.2261 (0.2164)  loss_bbox_dn_5: 0.2255 (0.2164)  loss_giou: 0.5204 (0.5182)  loss_giou_aux_0: 0.5312 (0.5447)  loss_giou_aux_1: 0.5241 (0.5273)  loss_giou_aux_2: 0.5292 (0.5222)  loss_giou_aux_3: 0.5276 (0.5193)  loss_giou_aux_4: 0.5247 (0.5182)  loss_giou_aux_5: 0.6077 (0.6188)  loss_giou_dn_0: 0.6548 (0.6484)  loss_giou_dn_1: 0.5506 (0.5450)  loss_giou_dn_2: 0.5291 (0.5179)  loss_giou_dn_3: 0.5200 (0.5093)  loss_giou_dn_4: 0.5179 (0.5072)  loss_giou_dn_5: 0.5179 (0.5074)  loss_vfl: 0.7297 (0.7264)  loss_vfl_aux_0: 0.8970 (0.8601)  loss_vfl_aux_1: 0.8385 (0.8055)  loss_vfl_aux_2: 0.7762 (0.7591)  loss_vfl_aux_3: 0.7445 (0.7375)  loss_vfl_aux_4: 0.7340 (0.7293)  loss_vfl_aux_5: 0.8779 (0.8314)  loss_vfl_dn_0: 0.4809 (0.4738)  loss_vfl_dn_1: 0.4140 (0.4155)  loss_vfl_dn_2: 0.3968 (0.3983)  loss_vfl_dn_3: 0.3905 (0.3905)  loss_vfl_dn_4: 0.3903 (0.3876)  loss_vfl_dn_5: 0.3922 (0.3870)  time: 0.4674  data: 0.0137  max mem: 5653
Epoch: [15]  [2900/7393]  eta: 0:35:55  lr: 0.000010  loss: 17.1228 (17.6426)  loss_bbox: 0.1618 (0.1738)  loss_bbox_aux_0: 0.1738 (0.1875)  loss_bbox_aux_1: 0.1600 (0.1783)  loss_bbox_aux_2: 0.1582 (0.1759)  loss_bbox_aux_3: 0.1634 (0.1742)  loss_bbox_aux_4: 0.1617 (0.1738)  loss_bbox_aux_5: 0.2006 (0.2306)  loss_bbox_dn_0: 0.2947 (0.3163)  loss_bbox_dn_1: 0.2149 (0.2467)  loss_bbox_dn_2: 0.1884 (0.2255)  loss_bbox_dn_3: 0.1781 (0.2180)  loss_bbox_dn_4: 0.1742 (0.2162)  loss_bbox_dn_5: 0.1742 (0.2162)  loss_giou: 0.5091 (0.5185)  loss_giou_aux_0: 0.5097 (0.5451)  loss_giou_aux_1: 0.5076 (0.5276)  loss_giou_aux_2: 0.5000 (0.5225)  loss_giou_aux_3: 0.5074 (0.5197)  loss_giou_aux_4: 0.5044 (0.5186)  loss_giou_aux_5: 0.5937 (0.6191)  loss_giou_dn_0: 0.6395 (0.6486)  loss_giou_dn_1: 0.5330 (0.5451)  loss_giou_dn_2: 0.5081 (0.5180)  loss_giou_dn_3: 0.4956 (0.5094)  loss_giou_dn_4: 0.4961 (0.5073)  loss_giou_dn_5: 0.4963 (0.5075)  loss_vfl: 0.6942 (0.7265)  loss_vfl_aux_0: 0.8418 (0.8602)  loss_vfl_aux_1: 0.7680 (0.8057)  loss_vfl_aux_2: 0.7164 (0.7592)  loss_vfl_aux_3: 0.7096 (0.7376)  loss_vfl_aux_4: 0.6887 (0.7295)  loss_vfl_aux_5: 0.8024 (0.8313)  loss_vfl_dn_0: 0.4690 (0.4738)  loss_vfl_dn_1: 0.4063 (0.4154)  loss_vfl_dn_2: 0.3866 (0.3982)  loss_vfl_dn_3: 0.3800 (0.3904)  loss_vfl_dn_4: 0.3784 (0.3876)  loss_vfl_dn_5: 0.3768 (0.3869)  time: 0.4609  data: 0.0143  max mem: 5653
Epoch: [15]  [3000/7393]  eta: 0:35:05  lr: 0.000010  loss: 17.6759 (17.6445)  loss_bbox: 0.1747 (0.1738)  loss_bbox_aux_0: 0.1950 (0.1875)  loss_bbox_aux_1: 0.1823 (0.1783)  loss_bbox_aux_2: 0.1711 (0.1759)  loss_bbox_aux_3: 0.1729 (0.1742)  loss_bbox_aux_4: 0.1741 (0.1737)  loss_bbox_aux_5: 0.2263 (0.2307)  loss_bbox_dn_0: 0.3100 (0.3167)  loss_bbox_dn_1: 0.2342 (0.2469)  loss_bbox_dn_2: 0.2081 (0.2257)  loss_bbox_dn_3: 0.1989 (0.2182)  loss_bbox_dn_4: 0.1957 (0.2164)  loss_bbox_dn_5: 0.1956 (0.2164)  loss_giou: 0.5426 (0.5181)  loss_giou_aux_0: 0.5740 (0.5446)  loss_giou_aux_1: 0.5416 (0.5272)  loss_giou_aux_2: 0.5545 (0.5221)  loss_giou_aux_3: 0.5381 (0.5193)  loss_giou_aux_4: 0.5412 (0.5182)  loss_giou_aux_5: 0.6334 (0.6186)  loss_giou_dn_0: 0.6537 (0.6485)  loss_giou_dn_1: 0.5529 (0.5450)  loss_giou_dn_2: 0.5313 (0.5179)  loss_giou_dn_3: 0.5241 (0.5093)  loss_giou_dn_4: 0.5209 (0.5072)  loss_giou_dn_5: 0.5210 (0.5073)  loss_vfl: 0.7231 (0.7270)  loss_vfl_aux_0: 0.8442 (0.8609)  loss_vfl_aux_1: 0.7954 (0.8064)  loss_vfl_aux_2: 0.7629 (0.7598)  loss_vfl_aux_3: 0.7371 (0.7381)  loss_vfl_aux_4: 0.7177 (0.7300)  loss_vfl_aux_5: 0.8298 (0.8318)  loss_vfl_dn_0: 0.4707 (0.4739)  loss_vfl_dn_1: 0.4147 (0.4155)  loss_vfl_dn_2: 0.3981 (0.3982)  loss_vfl_dn_3: 0.3929 (0.3905)  loss_vfl_dn_4: 0.3889 (0.3876)  loss_vfl_dn_5: 0.3918 (0.3870)  time: 0.4621  data: 0.0144  max mem: 5653
Epoch: [15]  [3100/7393]  eta: 0:34:14  lr: 0.000010  loss: 17.7319 (17.6438)  loss_bbox: 0.1689 (0.1738)  loss_bbox_aux_0: 0.1749 (0.1876)  loss_bbox_aux_1: 0.1702 (0.1784)  loss_bbox_aux_2: 0.1610 (0.1759)  loss_bbox_aux_3: 0.1637 (0.1742)  loss_bbox_aux_4: 0.1653 (0.1737)  loss_bbox_aux_5: 0.2288 (0.2307)  loss_bbox_dn_0: 0.2844 (0.3165)  loss_bbox_dn_1: 0.2255 (0.2468)  loss_bbox_dn_2: 0.2041 (0.2255)  loss_bbox_dn_3: 0.1850 (0.2179)  loss_bbox_dn_4: 0.1807 (0.2162)  loss_bbox_dn_5: 0.1804 (0.2161)  loss_giou: 0.5225 (0.5184)  loss_giou_aux_0: 0.5423 (0.5450)  loss_giou_aux_1: 0.5144 (0.5274)  loss_giou_aux_2: 0.5187 (0.5224)  loss_giou_aux_3: 0.5180 (0.5196)  loss_giou_aux_4: 0.5170 (0.5185)  loss_giou_aux_5: 0.6377 (0.6189)  loss_giou_dn_0: 0.6462 (0.6487)  loss_giou_dn_1: 0.5405 (0.5451)  loss_giou_dn_2: 0.5039 (0.5180)  loss_giou_dn_3: 0.4951 (0.5093)  loss_giou_dn_4: 0.4907 (0.5072)  loss_giou_dn_5: 0.4904 (0.5074)  loss_vfl: 0.6913 (0.7267)  loss_vfl_aux_0: 0.7944 (0.8605)  loss_vfl_aux_1: 0.7796 (0.8062)  loss_vfl_aux_2: 0.7157 (0.7594)  loss_vfl_aux_3: 0.7071 (0.7379)  loss_vfl_aux_4: 0.6970 (0.7298)  loss_vfl_aux_5: 0.7812 (0.8316)  loss_vfl_dn_0: 0.4685 (0.4738)  loss_vfl_dn_1: 0.4061 (0.4154)  loss_vfl_dn_2: 0.3931 (0.3982)  loss_vfl_dn_3: 0.3886 (0.3904)  loss_vfl_dn_4: 0.3847 (0.3876)  loss_vfl_dn_5: 0.3847 (0.3869)  time: 0.4486  data: 0.0146  max mem: 5653
Epoch: [15]  [3200/7393]  eta: 0:33:31  lr: 0.000010  loss: 17.5264 (17.6419)  loss_bbox: 0.1751 (0.1737)  loss_bbox_aux_0: 0.1910 (0.1875)  loss_bbox_aux_1: 0.1798 (0.1784)  loss_bbox_aux_2: 0.1790 (0.1759)  loss_bbox_aux_3: 0.1797 (0.1741)  loss_bbox_aux_4: 0.1758 (0.1737)  loss_bbox_aux_5: 0.2352 (0.2307)  loss_bbox_dn_0: 0.2959 (0.3163)  loss_bbox_dn_1: 0.2371 (0.2466)  loss_bbox_dn_2: 0.2200 (0.2253)  loss_bbox_dn_3: 0.2185 (0.2178)  loss_bbox_dn_4: 0.2184 (0.2160)  loss_bbox_dn_5: 0.2185 (0.2160)  loss_giou: 0.5219 (0.5183)  loss_giou_aux_0: 0.5559 (0.5448)  loss_giou_aux_1: 0.5332 (0.5273)  loss_giou_aux_2: 0.5328 (0.5224)  loss_giou_aux_3: 0.5229 (0.5195)  loss_giou_aux_4: 0.5220 (0.5184)  loss_giou_aux_5: 0.6073 (0.6188)  loss_giou_dn_0: 0.6338 (0.6487)  loss_giou_dn_1: 0.5382 (0.5452)  loss_giou_dn_2: 0.5129 (0.5180)  loss_giou_dn_3: 0.5046 (0.5094)  loss_giou_dn_4: 0.5039 (0.5073)  loss_giou_dn_5: 0.5039 (0.5075)  loss_vfl: 0.6929 (0.7268)  loss_vfl_aux_0: 0.8195 (0.8605)  loss_vfl_aux_1: 0.7539 (0.8061)  loss_vfl_aux_2: 0.7123 (0.7594)  loss_vfl_aux_3: 0.7085 (0.7379)  loss_vfl_aux_4: 0.7064 (0.7298)  loss_vfl_aux_5: 0.7976 (0.8314)  loss_vfl_dn_0: 0.4674 (0.4738)  loss_vfl_dn_1: 0.4160 (0.4154)  loss_vfl_dn_2: 0.4029 (0.3983)  loss_vfl_dn_3: 0.3958 (0.3905)  loss_vfl_dn_4: 0.3936 (0.3876)  loss_vfl_dn_5: 0.3938 (0.3870)  time: 0.4626  data: 0.0150  max mem: 5653
Epoch: [15]  [3300/7393]  eta: 0:32:41  lr: 0.000010  loss: 17.1558 (17.6347)  loss_bbox: 0.1686 (0.1736)  loss_bbox_aux_0: 0.1861 (0.1875)  loss_bbox_aux_1: 0.1782 (0.1783)  loss_bbox_aux_2: 0.1728 (0.1758)  loss_bbox_aux_3: 0.1685 (0.1740)  loss_bbox_aux_4: 0.1677 (0.1736)  loss_bbox_aux_5: 0.2595 (0.2308)  loss_bbox_dn_0: 0.3191 (0.3162)  loss_bbox_dn_1: 0.2564 (0.2465)  loss_bbox_dn_2: 0.2362 (0.2252)  loss_bbox_dn_3: 0.2287 (0.2177)  loss_bbox_dn_4: 0.2222 (0.2159)  loss_bbox_dn_5: 0.2223 (0.2159)  loss_giou: 0.4732 (0.5179)  loss_giou_aux_0: 0.4995 (0.5444)  loss_giou_aux_1: 0.4696 (0.5269)  loss_giou_aux_2: 0.4648 (0.5219)  loss_giou_aux_3: 0.4738 (0.5191)  loss_giou_aux_4: 0.4709 (0.5180)  loss_giou_aux_5: 0.5815 (0.6184)  loss_giou_dn_0: 0.6370 (0.6485)  loss_giou_dn_1: 0.5325 (0.5449)  loss_giou_dn_2: 0.5052 (0.5177)  loss_giou_dn_3: 0.4902 (0.5091)  loss_giou_dn_4: 0.4881 (0.5070)  loss_giou_dn_5: 0.4885 (0.5071)  loss_vfl: 0.7310 (0.7266)  loss_vfl_aux_0: 0.8502 (0.8602)  loss_vfl_aux_1: 0.8111 (0.8060)  loss_vfl_aux_2: 0.7658 (0.7592)  loss_vfl_aux_3: 0.7498 (0.7377)  loss_vfl_aux_4: 0.7389 (0.7296)  loss_vfl_aux_5: 0.8296 (0.8313)  loss_vfl_dn_0: 0.4675 (0.4738)  loss_vfl_dn_1: 0.4053 (0.4154)  loss_vfl_dn_2: 0.3889 (0.3982)  loss_vfl_dn_3: 0.3800 (0.3904)  loss_vfl_dn_4: 0.3736 (0.3875)  loss_vfl_dn_5: 0.3713 (0.3868)  time: 0.4750  data: 0.0143  max mem: 5653
Epoch: [15]  [3400/7393]  eta: 0:31:51  lr: 0.000010  loss: 17.1781 (17.6360)  loss_bbox: 0.1549 (0.1736)  loss_bbox_aux_0: 0.1741 (0.1875)  loss_bbox_aux_1: 0.1612 (0.1783)  loss_bbox_aux_2: 0.1633 (0.1757)  loss_bbox_aux_3: 0.1480 (0.1740)  loss_bbox_aux_4: 0.1498 (0.1736)  loss_bbox_aux_5: 0.2137 (0.2308)  loss_bbox_dn_0: 0.2619 (0.3161)  loss_bbox_dn_1: 0.2130 (0.2464)  loss_bbox_dn_2: 0.1988 (0.2251)  loss_bbox_dn_3: 0.1896 (0.2176)  loss_bbox_dn_4: 0.1891 (0.2158)  loss_bbox_dn_5: 0.1889 (0.2158)  loss_giou: 0.5248 (0.5182)  loss_giou_aux_0: 0.5782 (0.5446)  loss_giou_aux_1: 0.5473 (0.5272)  loss_giou_aux_2: 0.5490 (0.5221)  loss_giou_aux_3: 0.5307 (0.5193)  loss_giou_aux_4: 0.5204 (0.5182)  loss_giou_aux_5: 0.6499 (0.6186)  loss_giou_dn_0: 0.6733 (0.6486)  loss_giou_dn_1: 0.5721 (0.5450)  loss_giou_dn_2: 0.5430 (0.5179)  loss_giou_dn_3: 0.5351 (0.5093)  loss_giou_dn_4: 0.5321 (0.5072)  loss_giou_dn_5: 0.5321 (0.5073)  loss_vfl: 0.7183 (0.7265)  loss_vfl_aux_0: 0.8336 (0.8602)  loss_vfl_aux_1: 0.7900 (0.8057)  loss_vfl_aux_2: 0.7384 (0.7594)  loss_vfl_aux_3: 0.7225 (0.7378)  loss_vfl_aux_4: 0.7232 (0.7296)  loss_vfl_aux_5: 0.7948 (0.8311)  loss_vfl_dn_0: 0.4636 (0.4737)  loss_vfl_dn_1: 0.4052 (0.4154)  loss_vfl_dn_2: 0.3870 (0.3982)  loss_vfl_dn_3: 0.3752 (0.3904)  loss_vfl_dn_4: 0.3766 (0.3875)  loss_vfl_dn_5: 0.3761 (0.3868)  time: 0.4533  data: 0.0139  max mem: 5653
Epoch: [15]  [3500/7393]  eta: 0:31:01  lr: 0.000010  loss: 17.3535 (17.6344)  loss_bbox: 0.1744 (0.1736)  loss_bbox_aux_0: 0.1717 (0.1874)  loss_bbox_aux_1: 0.1758 (0.1783)  loss_bbox_aux_2: 0.1799 (0.1757)  loss_bbox_aux_3: 0.1748 (0.1740)  loss_bbox_aux_4: 0.1735 (0.1736)  loss_bbox_aux_5: 0.2188 (0.2308)  loss_bbox_dn_0: 0.2831 (0.3160)  loss_bbox_dn_1: 0.2209 (0.2463)  loss_bbox_dn_2: 0.2069 (0.2251)  loss_bbox_dn_3: 0.2030 (0.2175)  loss_bbox_dn_4: 0.2051 (0.2158)  loss_bbox_dn_5: 0.2052 (0.2157)  loss_giou: 0.4948 (0.5178)  loss_giou_aux_0: 0.5022 (0.5442)  loss_giou_aux_1: 0.4991 (0.5269)  loss_giou_aux_2: 0.5002 (0.5218)  loss_giou_aux_3: 0.4950 (0.5190)  loss_giou_aux_4: 0.4935 (0.5179)  loss_giou_aux_5: 0.5692 (0.6183)  loss_giou_dn_0: 0.6203 (0.6484)  loss_giou_dn_1: 0.5221 (0.5449)  loss_giou_dn_2: 0.4953 (0.5177)  loss_giou_dn_3: 0.4785 (0.5091)  loss_giou_dn_4: 0.4754 (0.5070)  loss_giou_dn_5: 0.4749 (0.5071)  loss_vfl: 0.7320 (0.7269)  loss_vfl_aux_0: 0.8573 (0.8606)  loss_vfl_aux_1: 0.7827 (0.8059)  loss_vfl_aux_2: 0.7655 (0.7597)  loss_vfl_aux_3: 0.7299 (0.7380)  loss_vfl_aux_4: 0.7285 (0.7300)  loss_vfl_aux_5: 0.8361 (0.8314)  loss_vfl_dn_0: 0.4734 (0.4736)  loss_vfl_dn_1: 0.4205 (0.4154)  loss_vfl_dn_2: 0.4039 (0.3982)  loss_vfl_dn_3: 0.3958 (0.3904)  loss_vfl_dn_4: 0.3919 (0.3875)  loss_vfl_dn_5: 0.3923 (0.3868)  time: 0.4614  data: 0.0135  max mem: 5653
Epoch: [15]  [3600/7393]  eta: 0:30:18  lr: 0.000010  loss: 17.2878 (17.6364)  loss_bbox: 0.1817 (0.1738)  loss_bbox_aux_0: 0.2075 (0.1875)  loss_bbox_aux_1: 0.1799 (0.1784)  loss_bbox_aux_2: 0.1852 (0.1759)  loss_bbox_aux_3: 0.1804 (0.1742)  loss_bbox_aux_4: 0.1796 (0.1737)  loss_bbox_aux_5: 0.2256 (0.2310)  loss_bbox_dn_0: 0.3015 (0.3163)  loss_bbox_dn_1: 0.2419 (0.2466)  loss_bbox_dn_2: 0.2091 (0.2253)  loss_bbox_dn_3: 0.2054 (0.2177)  loss_bbox_dn_4: 0.2061 (0.2160)  loss_bbox_dn_5: 0.2061 (0.2159)  loss_giou: 0.4876 (0.5178)  loss_giou_aux_0: 0.5221 (0.5442)  loss_giou_aux_1: 0.5010 (0.5269)  loss_giou_aux_2: 0.4925 (0.5218)  loss_giou_aux_3: 0.4743 (0.5190)  loss_giou_aux_4: 0.4823 (0.5179)  loss_giou_aux_5: 0.5984 (0.6182)  loss_giou_dn_0: 0.6341 (0.6483)  loss_giou_dn_1: 0.5216 (0.5448)  loss_giou_dn_2: 0.4976 (0.5177)  loss_giou_dn_3: 0.4912 (0.5091)  loss_giou_dn_4: 0.4876 (0.5070)  loss_giou_dn_5: 0.4877 (0.5071)  loss_vfl: 0.7088 (0.7269)  loss_vfl_aux_0: 0.8693 (0.8607)  loss_vfl_aux_1: 0.7989 (0.8058)  loss_vfl_aux_2: 0.7392 (0.7596)  loss_vfl_aux_3: 0.7191 (0.7379)  loss_vfl_aux_4: 0.7276 (0.7300)  loss_vfl_aux_5: 0.8263 (0.8316)  loss_vfl_dn_0: 0.4717 (0.4736)  loss_vfl_dn_1: 0.4119 (0.4154)  loss_vfl_dn_2: 0.3965 (0.3982)  loss_vfl_dn_3: 0.3855 (0.3904)  loss_vfl_dn_4: 0.3820 (0.3875)  loss_vfl_dn_5: 0.3825 (0.3869)  time: 0.7544  data: 0.0135  max mem: 5653
Epoch: [15]  [3700/7393]  eta: 0:29:28  lr: 0.000010  loss: 16.6223 (17.6335)  loss_bbox: 0.1690 (0.1739)  loss_bbox_aux_0: 0.1787 (0.1876)  loss_bbox_aux_1: 0.1664 (0.1785)  loss_bbox_aux_2: 0.1631 (0.1760)  loss_bbox_aux_3: 0.1665 (0.1743)  loss_bbox_aux_4: 0.1675 (0.1739)  loss_bbox_aux_5: 0.2320 (0.2311)  loss_bbox_dn_0: 0.3204 (0.3166)  loss_bbox_dn_1: 0.2442 (0.2468)  loss_bbox_dn_2: 0.2328 (0.2255)  loss_bbox_dn_3: 0.2289 (0.2179)  loss_bbox_dn_4: 0.2286 (0.2162)  loss_bbox_dn_5: 0.2286 (0.2161)  loss_giou: 0.4644 (0.5174)  loss_giou_aux_0: 0.4789 (0.5438)  loss_giou_aux_1: 0.4581 (0.5266)  loss_giou_aux_2: 0.4460 (0.5214)  loss_giou_aux_3: 0.4602 (0.5186)  loss_giou_aux_4: 0.4656 (0.5175)  loss_giou_aux_5: 0.5722 (0.6179)  loss_giou_dn_0: 0.6200 (0.6481)  loss_giou_dn_1: 0.5094 (0.5445)  loss_giou_dn_2: 0.4802 (0.5174)  loss_giou_dn_3: 0.4701 (0.5088)  loss_giou_dn_4: 0.4682 (0.5067)  loss_giou_dn_5: 0.4682 (0.5068)  loss_vfl: 0.7213 (0.7269)  loss_vfl_aux_0: 0.8412 (0.8607)  loss_vfl_aux_1: 0.7987 (0.8056)  loss_vfl_aux_2: 0.7571 (0.7596)  loss_vfl_aux_3: 0.7213 (0.7379)  loss_vfl_aux_4: 0.7250 (0.7298)  loss_vfl_aux_5: 0.8217 (0.8316)  loss_vfl_dn_0: 0.4722 (0.4736)  loss_vfl_dn_1: 0.4133 (0.4153)  loss_vfl_dn_2: 0.3935 (0.3981)  loss_vfl_dn_3: 0.3828 (0.3904)  loss_vfl_dn_4: 0.3824 (0.3875)  loss_vfl_dn_5: 0.3835 (0.3868)  time: 0.4618  data: 0.0134  max mem: 5653
Epoch: [15]  [3800/7393]  eta: 0:28:39  lr: 0.000010  loss: 17.4683 (17.6279)  loss_bbox: 0.1707 (0.1738)  loss_bbox_aux_0: 0.1778 (0.1875)  loss_bbox_aux_1: 0.1780 (0.1784)  loss_bbox_aux_2: 0.1701 (0.1759)  loss_bbox_aux_3: 0.1691 (0.1742)  loss_bbox_aux_4: 0.1662 (0.1738)  loss_bbox_aux_5: 0.2221 (0.2310)  loss_bbox_dn_0: 0.3120 (0.3164)  loss_bbox_dn_1: 0.2488 (0.2466)  loss_bbox_dn_2: 0.2190 (0.2253)  loss_bbox_dn_3: 0.2086 (0.2177)  loss_bbox_dn_4: 0.2071 (0.2160)  loss_bbox_dn_5: 0.2072 (0.2159)  loss_giou: 0.4754 (0.5172)  loss_giou_aux_0: 0.4935 (0.5435)  loss_giou_aux_1: 0.4930 (0.5263)  loss_giou_aux_2: 0.4691 (0.5211)  loss_giou_aux_3: 0.4764 (0.5184)  loss_giou_aux_4: 0.4754 (0.5173)  loss_giou_aux_5: 0.5533 (0.6176)  loss_giou_dn_0: 0.6335 (0.6479)  loss_giou_dn_1: 0.5226 (0.5442)  loss_giou_dn_2: 0.4926 (0.5171)  loss_giou_dn_3: 0.4834 (0.5085)  loss_giou_dn_4: 0.4806 (0.5064)  loss_giou_dn_5: 0.4804 (0.5065)  loss_vfl: 0.7360 (0.7268)  loss_vfl_aux_0: 0.8979 (0.8607)  loss_vfl_aux_1: 0.8291 (0.8054)  loss_vfl_aux_2: 0.7902 (0.7596)  loss_vfl_aux_3: 0.7485 (0.7379)  loss_vfl_aux_4: 0.7385 (0.7298)  loss_vfl_aux_5: 0.8400 (0.8316)  loss_vfl_dn_0: 0.4737 (0.4737)  loss_vfl_dn_1: 0.4173 (0.4153)  loss_vfl_dn_2: 0.4022 (0.3981)  loss_vfl_dn_3: 0.3915 (0.3904)  loss_vfl_dn_4: 0.3878 (0.3874)  loss_vfl_dn_5: 0.3851 (0.3868)  time: 0.4745  data: 0.0135  max mem: 5653
Epoch: [15]  [3900/7393]  eta: 0:27:54  lr: 0.000010  loss: 17.2853 (17.6208)  loss_bbox: 0.1569 (0.1738)  loss_bbox_aux_0: 0.1710 (0.1875)  loss_bbox_aux_1: 0.1684 (0.1785)  loss_bbox_aux_2: 0.1625 (0.1759)  loss_bbox_aux_3: 0.1575 (0.1742)  loss_bbox_aux_4: 0.1576 (0.1738)  loss_bbox_aux_5: 0.2256 (0.2311)  loss_bbox_dn_0: 0.3122 (0.3165)  loss_bbox_dn_1: 0.2337 (0.2466)  loss_bbox_dn_2: 0.2069 (0.2253)  loss_bbox_dn_3: 0.2005 (0.2178)  loss_bbox_dn_4: 0.1994 (0.2160)  loss_bbox_dn_5: 0.1992 (0.2159)  loss_giou: 0.4679 (0.5166)  loss_giou_aux_0: 0.4930 (0.5428)  loss_giou_aux_1: 0.4736 (0.5257)  loss_giou_aux_2: 0.4738 (0.5205)  loss_giou_aux_3: 0.4653 (0.5177)  loss_giou_aux_4: 0.4661 (0.5166)  loss_giou_aux_5: 0.5808 (0.6170)  loss_giou_dn_0: 0.6278 (0.6474)  loss_giou_dn_1: 0.5343 (0.5437)  loss_giou_dn_2: 0.5012 (0.5166)  loss_giou_dn_3: 0.4889 (0.5079)  loss_giou_dn_4: 0.4852 (0.5058)  loss_giou_dn_5: 0.4853 (0.5060)  loss_vfl: 0.7462 (0.7270)  loss_vfl_aux_0: 0.8872 (0.8610)  loss_vfl_aux_1: 0.8070 (0.8054)  loss_vfl_aux_2: 0.7692 (0.7596)  loss_vfl_aux_3: 0.7469 (0.7379)  loss_vfl_aux_4: 0.7504 (0.7300)  loss_vfl_aux_5: 0.8653 (0.8317)  loss_vfl_dn_0: 0.4687 (0.4736)  loss_vfl_dn_1: 0.4132 (0.4152)  loss_vfl_dn_2: 0.3976 (0.3980)  loss_vfl_dn_3: 0.3893 (0.3903)  loss_vfl_dn_4: 0.3841 (0.3873)  loss_vfl_dn_5: 0.3855 (0.3867)  time: 0.4509  data: 0.0134  max mem: 5653
Epoch: [15]  [4000/7393]  eta: 0:27:05  lr: 0.000010  loss: 17.4402 (17.6229)  loss_bbox: 0.1683 (0.1738)  loss_bbox_aux_0: 0.1867 (0.1875)  loss_bbox_aux_1: 0.1713 (0.1784)  loss_bbox_aux_2: 0.1713 (0.1759)  loss_bbox_aux_3: 0.1723 (0.1742)  loss_bbox_aux_4: 0.1687 (0.1738)  loss_bbox_aux_5: 0.2342 (0.2311)  loss_bbox_dn_0: 0.3130 (0.3166)  loss_bbox_dn_1: 0.2231 (0.2467)  loss_bbox_dn_2: 0.2061 (0.2254)  loss_bbox_dn_3: 0.2041 (0.2179)  loss_bbox_dn_4: 0.2065 (0.2161)  loss_bbox_dn_5: 0.2060 (0.2161)  loss_giou: 0.5056 (0.5166)  loss_giou_aux_0: 0.5399 (0.5427)  loss_giou_aux_1: 0.5115 (0.5256)  loss_giou_aux_2: 0.5082 (0.5205)  loss_giou_aux_3: 0.5030 (0.5177)  loss_giou_aux_4: 0.5059 (0.5166)  loss_giou_aux_5: 0.6067 (0.6170)  loss_giou_dn_0: 0.6293 (0.6473)  loss_giou_dn_1: 0.5385 (0.5437)  loss_giou_dn_2: 0.5072 (0.5166)  loss_giou_dn_3: 0.4973 (0.5079)  loss_giou_dn_4: 0.4957 (0.5058)  loss_giou_dn_5: 0.4955 (0.5060)  loss_vfl: 0.7368 (0.7272)  loss_vfl_aux_0: 0.8726 (0.8613)  loss_vfl_aux_1: 0.7973 (0.8056)  loss_vfl_aux_2: 0.7682 (0.7598)  loss_vfl_aux_3: 0.7597 (0.7382)  loss_vfl_aux_4: 0.7437 (0.7302)  loss_vfl_aux_5: 0.8639 (0.8318)  loss_vfl_dn_0: 0.4690 (0.4736)  loss_vfl_dn_1: 0.4097 (0.4152)  loss_vfl_dn_2: 0.3959 (0.3980)  loss_vfl_dn_3: 0.3909 (0.3903)  loss_vfl_dn_4: 0.3885 (0.3873)  loss_vfl_dn_5: 0.3874 (0.3867)  time: 0.4615  data: 0.0131  max mem: 5653
Epoch: [15]  [4100/7393]  eta: 0:26:15  lr: 0.000010  loss: 17.6910 (17.6275)  loss_bbox: 0.1701 (0.1739)  loss_bbox_aux_0: 0.1770 (0.1875)  loss_bbox_aux_1: 0.1702 (0.1785)  loss_bbox_aux_2: 0.1766 (0.1760)  loss_bbox_aux_3: 0.1694 (0.1743)  loss_bbox_aux_4: 0.1702 (0.1739)  loss_bbox_aux_5: 0.2206 (0.2311)  loss_bbox_dn_0: 0.2996 (0.3166)  loss_bbox_dn_1: 0.2351 (0.2468)  loss_bbox_dn_2: 0.2136 (0.2255)  loss_bbox_dn_3: 0.2081 (0.2179)  loss_bbox_dn_4: 0.2043 (0.2162)  loss_bbox_dn_5: 0.2042 (0.2161)  loss_giou: 0.5118 (0.5168)  loss_giou_aux_0: 0.5420 (0.5429)  loss_giou_aux_1: 0.5190 (0.5259)  loss_giou_aux_2: 0.5284 (0.5208)  loss_giou_aux_3: 0.5300 (0.5180)  loss_giou_aux_4: 0.5205 (0.5169)  loss_giou_aux_5: 0.6167 (0.6172)  loss_giou_dn_0: 0.6350 (0.6474)  loss_giou_dn_1: 0.5219 (0.5439)  loss_giou_dn_2: 0.4909 (0.5167)  loss_giou_dn_3: 0.4820 (0.5081)  loss_giou_dn_4: 0.4800 (0.5060)  loss_giou_dn_5: 0.4805 (0.5061)  loss_vfl: 0.7021 (0.7275)  loss_vfl_aux_0: 0.8231 (0.8614)  loss_vfl_aux_1: 0.7749 (0.8058)  loss_vfl_aux_2: 0.7307 (0.7600)  loss_vfl_aux_3: 0.7122 (0.7385)  loss_vfl_aux_4: 0.7087 (0.7305)  loss_vfl_aux_5: 0.7879 (0.8319)  loss_vfl_dn_0: 0.4670 (0.4736)  loss_vfl_dn_1: 0.4220 (0.4152)  loss_vfl_dn_2: 0.4071 (0.3980)  loss_vfl_dn_3: 0.4012 (0.3903)  loss_vfl_dn_4: 0.3987 (0.3874)  loss_vfl_dn_5: 0.3959 (0.3867)  time: 0.4554  data: 0.0131  max mem: 5653
Epoch: [15]  [4200/7393]  eta: 0:25:26  lr: 0.000010  loss: 17.0797 (17.6293)  loss_bbox: 0.1765 (0.1739)  loss_bbox_aux_0: 0.1935 (0.1876)  loss_bbox_aux_1: 0.1736 (0.1786)  loss_bbox_aux_2: 0.1656 (0.1761)  loss_bbox_aux_3: 0.1760 (0.1743)  loss_bbox_aux_4: 0.1733 (0.1739)  loss_bbox_aux_5: 0.2298 (0.2312)  loss_bbox_dn_0: 0.3298 (0.3169)  loss_bbox_dn_1: 0.2574 (0.2470)  loss_bbox_dn_2: 0.2279 (0.2257)  loss_bbox_dn_3: 0.2227 (0.2182)  loss_bbox_dn_4: 0.2230 (0.2164)  loss_bbox_dn_5: 0.2227 (0.2164)  loss_giou: 0.4973 (0.5168)  loss_giou_aux_0: 0.5313 (0.5429)  loss_giou_aux_1: 0.5074 (0.5259)  loss_giou_aux_2: 0.4934 (0.5207)  loss_giou_aux_3: 0.4971 (0.5179)  loss_giou_aux_4: 0.4973 (0.5168)  loss_giou_aux_5: 0.6021 (0.6172)  loss_giou_dn_0: 0.6298 (0.6476)  loss_giou_dn_1: 0.5153 (0.5440)  loss_giou_dn_2: 0.4940 (0.5168)  loss_giou_dn_3: 0.4892 (0.5082)  loss_giou_dn_4: 0.4868 (0.5061)  loss_giou_dn_5: 0.4871 (0.5062)  loss_vfl: 0.6901 (0.7275)  loss_vfl_aux_0: 0.8340 (0.8613)  loss_vfl_aux_1: 0.7603 (0.8056)  loss_vfl_aux_2: 0.7027 (0.7598)  loss_vfl_aux_3: 0.6895 (0.7385)  loss_vfl_aux_4: 0.6811 (0.7305)  loss_vfl_aux_5: 0.7980 (0.8318)  loss_vfl_dn_0: 0.4644 (0.4736)  loss_vfl_dn_1: 0.4072 (0.4152)  loss_vfl_dn_2: 0.3852 (0.3980)  loss_vfl_dn_3: 0.3782 (0.3902)  loss_vfl_dn_4: 0.3779 (0.3873)  loss_vfl_dn_5: 0.3757 (0.3866)  time: 0.4639  data: 0.0135  max mem: 5653
Epoch: [15]  [4300/7393]  eta: 0:24:37  lr: 0.000010  loss: 17.5857 (17.6287)  loss_bbox: 0.1646 (0.1740)  loss_bbox_aux_0: 0.1696 (0.1876)  loss_bbox_aux_1: 0.1701 (0.1786)  loss_bbox_aux_2: 0.1648 (0.1761)  loss_bbox_aux_3: 0.1642 (0.1743)  loss_bbox_aux_4: 0.1646 (0.1739)  loss_bbox_aux_5: 0.2181 (0.2311)  loss_bbox_dn_0: 0.2805 (0.3169)  loss_bbox_dn_1: 0.2107 (0.2470)  loss_bbox_dn_2: 0.1973 (0.2257)  loss_bbox_dn_3: 0.1915 (0.2181)  loss_bbox_dn_4: 0.1892 (0.2164)  loss_bbox_dn_5: 0.1891 (0.2163)  loss_giou: 0.5236 (0.5168)  loss_giou_aux_0: 0.5521 (0.5430)  loss_giou_aux_1: 0.5370 (0.5259)  loss_giou_aux_2: 0.5371 (0.5208)  loss_giou_aux_3: 0.5259 (0.5179)  loss_giou_aux_4: 0.5229 (0.5168)  loss_giou_aux_5: 0.6228 (0.6172)  loss_giou_dn_0: 0.6629 (0.6476)  loss_giou_dn_1: 0.5601 (0.5440)  loss_giou_dn_2: 0.5268 (0.5168)  loss_giou_dn_3: 0.5158 (0.5082)  loss_giou_dn_4: 0.5149 (0.5061)  loss_giou_dn_5: 0.5165 (0.5062)  loss_vfl: 0.7068 (0.7273)  loss_vfl_aux_0: 0.8035 (0.8613)  loss_vfl_aux_1: 0.7724 (0.8053)  loss_vfl_aux_2: 0.7182 (0.7596)  loss_vfl_aux_3: 0.7059 (0.7384)  loss_vfl_aux_4: 0.7080 (0.7304)  loss_vfl_aux_5: 0.7893 (0.8318)  loss_vfl_dn_0: 0.4724 (0.4736)  loss_vfl_dn_1: 0.4210 (0.4152)  loss_vfl_dn_2: 0.4053 (0.3980)  loss_vfl_dn_3: 0.3961 (0.3903)  loss_vfl_dn_4: 0.3909 (0.3873)  loss_vfl_dn_5: 0.3892 (0.3867)  time: 0.4695  data: 0.0134  max mem: 5653
Epoch: [15]  [4400/7393]  eta: 0:23:49  lr: 0.000010  loss: 17.3035 (17.6291)  loss_bbox: 0.1541 (0.1739)  loss_bbox_aux_0: 0.1684 (0.1875)  loss_bbox_aux_1: 0.1668 (0.1785)  loss_bbox_aux_2: 0.1544 (0.1760)  loss_bbox_aux_3: 0.1549 (0.1742)  loss_bbox_aux_4: 0.1551 (0.1738)  loss_bbox_aux_5: 0.2068 (0.2310)  loss_bbox_dn_0: 0.2982 (0.3168)  loss_bbox_dn_1: 0.2223 (0.2469)  loss_bbox_dn_2: 0.1947 (0.2256)  loss_bbox_dn_3: 0.1843 (0.2181)  loss_bbox_dn_4: 0.1771 (0.2163)  loss_bbox_dn_5: 0.1770 (0.2163)  loss_giou: 0.4770 (0.5166)  loss_giou_aux_0: 0.5113 (0.5428)  loss_giou_aux_1: 0.4770 (0.5258)  loss_giou_aux_2: 0.4746 (0.5206)  loss_giou_aux_3: 0.4717 (0.5177)  loss_giou_aux_4: 0.4796 (0.5166)  loss_giou_aux_5: 0.5850 (0.6170)  loss_giou_dn_0: 0.6158 (0.6476)  loss_giou_dn_1: 0.5140 (0.5440)  loss_giou_dn_2: 0.4907 (0.5168)  loss_giou_dn_3: 0.4821 (0.5082)  loss_giou_dn_4: 0.4808 (0.5061)  loss_giou_dn_5: 0.4810 (0.5063)  loss_vfl: 0.7519 (0.7278)  loss_vfl_aux_0: 0.8536 (0.8616)  loss_vfl_aux_1: 0.7999 (0.8055)  loss_vfl_aux_2: 0.7579 (0.7600)  loss_vfl_aux_3: 0.7599 (0.7389)  loss_vfl_aux_4: 0.7579 (0.7309)  loss_vfl_aux_5: 0.8205 (0.8321)  loss_vfl_dn_0: 0.4746 (0.4736)  loss_vfl_dn_1: 0.4162 (0.4152)  loss_vfl_dn_2: 0.3976 (0.3980)  loss_vfl_dn_3: 0.3874 (0.3903)  loss_vfl_dn_4: 0.3869 (0.3874)  loss_vfl_dn_5: 0.3858 (0.3867)  time: 0.4549  data: 0.0134  max mem: 5653
Epoch: [15]  [4500/7393]  eta: 0:23:00  lr: 0.000010  loss: 17.0564 (17.6276)  loss_bbox: 0.1472 (0.1740)  loss_bbox_aux_0: 0.1771 (0.1877)  loss_bbox_aux_1: 0.1603 (0.1787)  loss_bbox_aux_2: 0.1544 (0.1761)  loss_bbox_aux_3: 0.1614 (0.1743)  loss_bbox_aux_4: 0.1472 (0.1739)  loss_bbox_aux_5: 0.2247 (0.2312)  loss_bbox_dn_0: 0.2854 (0.3171)  loss_bbox_dn_1: 0.2156 (0.2471)  loss_bbox_dn_2: 0.1958 (0.2258)  loss_bbox_dn_3: 0.1835 (0.2182)  loss_bbox_dn_4: 0.1801 (0.2165)  loss_bbox_dn_5: 0.1801 (0.2164)  loss_giou: 0.4969 (0.5162)  loss_giou_aux_0: 0.5292 (0.5424)  loss_giou_aux_1: 0.5068 (0.5255)  loss_giou_aux_2: 0.5068 (0.5203)  loss_giou_aux_3: 0.5078 (0.5174)  loss_giou_aux_4: 0.5058 (0.5163)  loss_giou_aux_5: 0.5841 (0.6167)  loss_giou_dn_0: 0.6417 (0.6474)  loss_giou_dn_1: 0.5302 (0.5437)  loss_giou_dn_2: 0.5008 (0.5165)  loss_giou_dn_3: 0.4932 (0.5079)  loss_giou_dn_4: 0.4894 (0.5058)  loss_giou_dn_5: 0.4897 (0.5060)  loss_vfl: 0.7304 (0.7278)  loss_vfl_aux_0: 0.8651 (0.8619)  loss_vfl_aux_1: 0.8166 (0.8056)  loss_vfl_aux_2: 0.7752 (0.7601)  loss_vfl_aux_3: 0.7340 (0.7389)  loss_vfl_aux_4: 0.7245 (0.7309)  loss_vfl_aux_5: 0.8261 (0.8324)  loss_vfl_dn_0: 0.4702 (0.4736)  loss_vfl_dn_1: 0.4125 (0.4152)  loss_vfl_dn_2: 0.3927 (0.3980)  loss_vfl_dn_3: 0.3850 (0.3903)  loss_vfl_dn_4: 0.3834 (0.3873)  loss_vfl_dn_5: 0.3815 (0.3867)  time: 0.4713  data: 0.0139  max mem: 5653
Epoch: [15]  [4600/7393]  eta: 0:22:12  lr: 0.000010  loss: 17.1614 (17.6228)  loss_bbox: 0.1601 (0.1739)  loss_bbox_aux_0: 0.1891 (0.1876)  loss_bbox_aux_1: 0.1700 (0.1787)  loss_bbox_aux_2: 0.1500 (0.1760)  loss_bbox_aux_3: 0.1519 (0.1742)  loss_bbox_aux_4: 0.1607 (0.1739)  loss_bbox_aux_5: 0.2144 (0.2312)  loss_bbox_dn_0: 0.3047 (0.3169)  loss_bbox_dn_1: 0.2393 (0.2470)  loss_bbox_dn_2: 0.2194 (0.2257)  loss_bbox_dn_3: 0.2161 (0.2181)  loss_bbox_dn_4: 0.2116 (0.2164)  loss_bbox_dn_5: 0.2113 (0.2163)  loss_giou: 0.4908 (0.5161)  loss_giou_aux_0: 0.5208 (0.5423)  loss_giou_aux_1: 0.5125 (0.5253)  loss_giou_aux_2: 0.4895 (0.5201)  loss_giou_aux_3: 0.4922 (0.5172)  loss_giou_aux_4: 0.4891 (0.5161)  loss_giou_aux_5: 0.6005 (0.6164)  loss_giou_dn_0: 0.6406 (0.6472)  loss_giou_dn_1: 0.5435 (0.5436)  loss_giou_dn_2: 0.5155 (0.5164)  loss_giou_dn_3: 0.5064 (0.5078)  loss_giou_dn_4: 0.5014 (0.5057)  loss_giou_dn_5: 0.5013 (0.5058)  loss_vfl: 0.7377 (0.7277)  loss_vfl_aux_0: 0.8504 (0.8617)  loss_vfl_aux_1: 0.7942 (0.8053)  loss_vfl_aux_2: 0.7607 (0.7599)  loss_vfl_aux_3: 0.7440 (0.7388)  loss_vfl_aux_4: 0.7410 (0.7307)  loss_vfl_aux_5: 0.8286 (0.8323)  loss_vfl_dn_0: 0.4669 (0.4736)  loss_vfl_dn_1: 0.4103 (0.4151)  loss_vfl_dn_2: 0.3939 (0.3979)  loss_vfl_dn_3: 0.3854 (0.3902)  loss_vfl_dn_4: 0.3832 (0.3873)  loss_vfl_dn_5: 0.3847 (0.3866)  time: 0.4680  data: 0.0150  max mem: 5653
Epoch: [15]  [4700/7393]  eta: 0:21:27  lr: 0.000010  loss: 17.8012 (17.6227)  loss_bbox: 0.1470 (0.1738)  loss_bbox_aux_0: 0.1607 (0.1876)  loss_bbox_aux_1: 0.1516 (0.1786)  loss_bbox_aux_2: 0.1512 (0.1760)  loss_bbox_aux_3: 0.1487 (0.1742)  loss_bbox_aux_4: 0.1485 (0.1738)  loss_bbox_aux_5: 0.1982 (0.2311)  loss_bbox_dn_0: 0.2769 (0.3171)  loss_bbox_dn_1: 0.2171 (0.2471)  loss_bbox_dn_2: 0.2032 (0.2258)  loss_bbox_dn_3: 0.2018 (0.2183)  loss_bbox_dn_4: 0.2009 (0.2165)  loss_bbox_dn_5: 0.2010 (0.2165)  loss_giou: 0.5368 (0.5159)  loss_giou_aux_0: 0.5632 (0.5421)  loss_giou_aux_1: 0.5394 (0.5252)  loss_giou_aux_2: 0.5443 (0.5200)  loss_giou_aux_3: 0.5421 (0.5170)  loss_giou_aux_4: 0.5376 (0.5159)  loss_giou_aux_5: 0.6390 (0.6162)  loss_giou_dn_0: 0.6778 (0.6472)  loss_giou_dn_1: 0.5798 (0.5435)  loss_giou_dn_2: 0.5547 (0.5164)  loss_giou_dn_3: 0.5440 (0.5077)  loss_giou_dn_4: 0.5411 (0.5056)  loss_giou_dn_5: 0.5413 (0.5058)  loss_vfl: 0.7082 (0.7278)  loss_vfl_aux_0: 0.8255 (0.8618)  loss_vfl_aux_1: 0.7630 (0.8054)  loss_vfl_aux_2: 0.7041 (0.7600)  loss_vfl_aux_3: 0.7132 (0.7389)  loss_vfl_aux_4: 0.7012 (0.7308)  loss_vfl_aux_5: 0.7909 (0.8324)  loss_vfl_dn_0: 0.4679 (0.4736)  loss_vfl_dn_1: 0.4110 (0.4151)  loss_vfl_dn_2: 0.3994 (0.3979)  loss_vfl_dn_3: 0.3925 (0.3902)  loss_vfl_dn_4: 0.3916 (0.3872)  loss_vfl_dn_5: 0.3917 (0.3866)  time: 0.4624  data: 0.0138  max mem: 5653
Epoch: [15]  [4800/7393]  eta: 0:20:39  lr: 0.000010  loss: 17.3358 (17.6217)  loss_bbox: 0.1624 (0.1738)  loss_bbox_aux_0: 0.1858 (0.1874)  loss_bbox_aux_1: 0.1814 (0.1785)  loss_bbox_aux_2: 0.1726 (0.1759)  loss_bbox_aux_3: 0.1622 (0.1741)  loss_bbox_aux_4: 0.1612 (0.1737)  loss_bbox_aux_5: 0.2240 (0.2309)  loss_bbox_dn_0: 0.3106 (0.3169)  loss_bbox_dn_1: 0.2384 (0.2469)  loss_bbox_dn_2: 0.2203 (0.2256)  loss_bbox_dn_3: 0.2061 (0.2181)  loss_bbox_dn_4: 0.2041 (0.2163)  loss_bbox_dn_5: 0.2039 (0.2163)  loss_giou: 0.5490 (0.5162)  loss_giou_aux_0: 0.6131 (0.5423)  loss_giou_aux_1: 0.5922 (0.5254)  loss_giou_aux_2: 0.5438 (0.5202)  loss_giou_aux_3: 0.5457 (0.5172)  loss_giou_aux_4: 0.5461 (0.5162)  loss_giou_aux_5: 0.6892 (0.6164)  loss_giou_dn_0: 0.6867 (0.6473)  loss_giou_dn_1: 0.5966 (0.5437)  loss_giou_dn_2: 0.5656 (0.5165)  loss_giou_dn_3: 0.5590 (0.5079)  loss_giou_dn_4: 0.5573 (0.5058)  loss_giou_dn_5: 0.5580 (0.5059)  loss_vfl: 0.6622 (0.7277)  loss_vfl_aux_0: 0.7801 (0.8616)  loss_vfl_aux_1: 0.7176 (0.8051)  loss_vfl_aux_2: 0.6785 (0.7598)  loss_vfl_aux_3: 0.6709 (0.7388)  loss_vfl_aux_4: 0.6616 (0.7307)  loss_vfl_aux_5: 0.7535 (0.8322)  loss_vfl_dn_0: 0.4699 (0.4735)  loss_vfl_dn_1: 0.4184 (0.4151)  loss_vfl_dn_2: 0.3983 (0.3979)  loss_vfl_dn_3: 0.3899 (0.3902)  loss_vfl_dn_4: 0.3880 (0.3873)  loss_vfl_dn_5: 0.3875 (0.3866)  time: 0.4800  data: 0.0139  max mem: 5653
Epoch: [15]  [4900/7393]  eta: 0:19:51  lr: 0.000010  loss: 17.7253 (17.6171)  loss_bbox: 0.1740 (0.1738)  loss_bbox_aux_0: 0.1877 (0.1875)  loss_bbox_aux_1: 0.1872 (0.1785)  loss_bbox_aux_2: 0.1817 (0.1759)  loss_bbox_aux_3: 0.1788 (0.1741)  loss_bbox_aux_4: 0.1738 (0.1737)  loss_bbox_aux_5: 0.2186 (0.2310)  loss_bbox_dn_0: 0.2985 (0.3171)  loss_bbox_dn_1: 0.2276 (0.2471)  loss_bbox_dn_2: 0.2069 (0.2257)  loss_bbox_dn_3: 0.2006 (0.2182)  loss_bbox_dn_4: 0.1980 (0.2164)  loss_bbox_dn_5: 0.1976 (0.2164)  loss_giou: 0.4668 (0.5158)  loss_giou_aux_0: 0.4945 (0.5419)  loss_giou_aux_1: 0.4852 (0.5251)  loss_giou_aux_2: 0.4777 (0.5198)  loss_giou_aux_3: 0.4705 (0.5169)  loss_giou_aux_4: 0.4654 (0.5158)  loss_giou_aux_5: 0.6012 (0.6161)  loss_giou_dn_0: 0.6392 (0.6470)  loss_giou_dn_1: 0.5356 (0.5434)  loss_giou_dn_2: 0.5055 (0.5161)  loss_giou_dn_3: 0.4960 (0.5075)  loss_giou_dn_4: 0.4928 (0.5054)  loss_giou_dn_5: 0.4926 (0.5056)  loss_vfl: 0.7238 (0.7276)  loss_vfl_aux_0: 0.8755 (0.8615)  loss_vfl_aux_1: 0.7888 (0.8049)  loss_vfl_aux_2: 0.7674 (0.7597)  loss_vfl_aux_3: 0.7339 (0.7387)  loss_vfl_aux_4: 0.7265 (0.7305)  loss_vfl_aux_5: 0.8363 (0.8322)  loss_vfl_dn_0: 0.4658 (0.4735)  loss_vfl_dn_1: 0.4122 (0.4150)  loss_vfl_dn_2: 0.4002 (0.3978)  loss_vfl_dn_3: 0.3939 (0.3901)  loss_vfl_dn_4: 0.3920 (0.3872)  loss_vfl_dn_5: 0.3941 (0.3865)  time: 0.4566  data: 0.0145  max mem: 5653
Epoch: [15]  [5000/7393]  eta: 0:19:03  lr: 0.000010  loss: 18.1234 (17.6162)  loss_bbox: 0.1691 (0.1738)  loss_bbox_aux_0: 0.1847 (0.1874)  loss_bbox_aux_1: 0.1742 (0.1785)  loss_bbox_aux_2: 0.1694 (0.1759)  loss_bbox_aux_3: 0.1696 (0.1741)  loss_bbox_aux_4: 0.1690 (0.1737)  loss_bbox_aux_5: 0.2138 (0.2309)  loss_bbox_dn_0: 0.2802 (0.3171)  loss_bbox_dn_1: 0.2269 (0.2470)  loss_bbox_dn_2: 0.2084 (0.2257)  loss_bbox_dn_3: 0.2013 (0.2181)  loss_bbox_dn_4: 0.2008 (0.2164)  loss_bbox_dn_5: 0.2006 (0.2163)  loss_giou: 0.5594 (0.5160)  loss_giou_aux_0: 0.5766 (0.5421)  loss_giou_aux_1: 0.5754 (0.5253)  loss_giou_aux_2: 0.5694 (0.5201)  loss_giou_aux_3: 0.5604 (0.5171)  loss_giou_aux_4: 0.5593 (0.5161)  loss_giou_aux_5: 0.6598 (0.6162)  loss_giou_dn_0: 0.6939 (0.6471)  loss_giou_dn_1: 0.5917 (0.5435)  loss_giou_dn_2: 0.5727 (0.5163)  loss_giou_dn_3: 0.5619 (0.5076)  loss_giou_dn_4: 0.5572 (0.5055)  loss_giou_dn_5: 0.5579 (0.5057)  loss_vfl: 0.6828 (0.7272)  loss_vfl_aux_0: 0.8243 (0.8611)  loss_vfl_aux_1: 0.7485 (0.8044)  loss_vfl_aux_2: 0.7080 (0.7594)  loss_vfl_aux_3: 0.6969 (0.7384)  loss_vfl_aux_4: 0.6884 (0.7301)  loss_vfl_aux_5: 0.8224 (0.8320)  loss_vfl_dn_0: 0.4601 (0.4735)  loss_vfl_dn_1: 0.4094 (0.4150)  loss_vfl_dn_2: 0.3966 (0.3978)  loss_vfl_dn_3: 0.3898 (0.3901)  loss_vfl_dn_4: 0.3866 (0.3872)  loss_vfl_dn_5: 0.3872 (0.3865)  time: 0.4653  data: 0.0138  max mem: 5653
Epoch: [15]  [5100/7393]  eta: 0:18:15  lr: 0.000010  loss: 17.5435 (17.6156)  loss_bbox: 0.1644 (0.1738)  loss_bbox_aux_0: 0.1896 (0.1875)  loss_bbox_aux_1: 0.1772 (0.1786)  loss_bbox_aux_2: 0.1681 (0.1759)  loss_bbox_aux_3: 0.1670 (0.1741)  loss_bbox_aux_4: 0.1665 (0.1737)  loss_bbox_aux_5: 0.2138 (0.2309)  loss_bbox_dn_0: 0.2858 (0.3169)  loss_bbox_dn_1: 0.2169 (0.2469)  loss_bbox_dn_2: 0.1989 (0.2256)  loss_bbox_dn_3: 0.1909 (0.2180)  loss_bbox_dn_4: 0.1902 (0.2163)  loss_bbox_dn_5: 0.1900 (0.2162)  loss_giou: 0.5065 (0.5161)  loss_giou_aux_0: 0.5290 (0.5421)  loss_giou_aux_1: 0.5179 (0.5254)  loss_giou_aux_2: 0.5104 (0.5202)  loss_giou_aux_3: 0.5115 (0.5171)  loss_giou_aux_4: 0.5074 (0.5161)  loss_giou_aux_5: 0.5947 (0.6162)  loss_giou_dn_0: 0.6428 (0.6472)  loss_giou_dn_1: 0.5442 (0.5435)  loss_giou_dn_2: 0.5152 (0.5163)  loss_giou_dn_3: 0.5074 (0.5077)  loss_giou_dn_4: 0.5044 (0.5056)  loss_giou_dn_5: 0.5042 (0.5057)  loss_vfl: 0.7011 (0.7272)  loss_vfl_aux_0: 0.8127 (0.8609)  loss_vfl_aux_1: 0.7723 (0.8042)  loss_vfl_aux_2: 0.7330 (0.7592)  loss_vfl_aux_3: 0.7071 (0.7384)  loss_vfl_aux_4: 0.6984 (0.7302)  loss_vfl_aux_5: 0.8008 (0.8318)  loss_vfl_dn_0: 0.4752 (0.4735)  loss_vfl_dn_1: 0.4194 (0.4150)  loss_vfl_dn_2: 0.3998 (0.3978)  loss_vfl_dn_3: 0.3928 (0.3901)  loss_vfl_dn_4: 0.3895 (0.3872)  loss_vfl_dn_5: 0.3870 (0.3865)  time: 0.4697  data: 0.0145  max mem: 5653
Epoch: [15]  [5200/7393]  eta: 0:17:27  lr: 0.000010  loss: 17.6560 (17.6126)  loss_bbox: 0.1771 (0.1738)  loss_bbox_aux_0: 0.1844 (0.1874)  loss_bbox_aux_1: 0.1691 (0.1786)  loss_bbox_aux_2: 0.1738 (0.1760)  loss_bbox_aux_3: 0.1758 (0.1741)  loss_bbox_aux_4: 0.1780 (0.1738)  loss_bbox_aux_5: 0.2194 (0.2308)  loss_bbox_dn_0: 0.3380 (0.3170)  loss_bbox_dn_1: 0.2587 (0.2470)  loss_bbox_dn_2: 0.2264 (0.2257)  loss_bbox_dn_3: 0.2123 (0.2181)  loss_bbox_dn_4: 0.2097 (0.2163)  loss_bbox_dn_5: 0.2099 (0.2163)  loss_giou: 0.4737 (0.5158)  loss_giou_aux_0: 0.5034 (0.5417)  loss_giou_aux_1: 0.4764 (0.5251)  loss_giou_aux_2: 0.4771 (0.5199)  loss_giou_aux_3: 0.4756 (0.5169)  loss_giou_aux_4: 0.4741 (0.5158)  loss_giou_aux_5: 0.5689 (0.6158)  loss_giou_dn_0: 0.6207 (0.6469)  loss_giou_dn_1: 0.5171 (0.5432)  loss_giou_dn_2: 0.4917 (0.5160)  loss_giou_dn_3: 0.4825 (0.5074)  loss_giou_dn_4: 0.4789 (0.5053)  loss_giou_dn_5: 0.4791 (0.5055)  loss_vfl: 0.7044 (0.7272)  loss_vfl_aux_0: 0.8716 (0.8611)  loss_vfl_aux_1: 0.8185 (0.8043)  loss_vfl_aux_2: 0.7597 (0.7592)  loss_vfl_aux_3: 0.7344 (0.7383)  loss_vfl_aux_4: 0.7267 (0.7302)  loss_vfl_aux_5: 0.8416 (0.8319)  loss_vfl_dn_0: 0.4706 (0.4735)  loss_vfl_dn_1: 0.4162 (0.4150)  loss_vfl_dn_2: 0.3959 (0.3978)  loss_vfl_dn_3: 0.3874 (0.3901)  loss_vfl_dn_4: 0.3869 (0.3872)  loss_vfl_dn_5: 0.3866 (0.3865)  time: 0.4626  data: 0.0140  max mem: 5653
Epoch: [15]  [5300/7393]  eta: 0:16:39  lr: 0.000010  loss: 17.9610 (17.6152)  loss_bbox: 0.1705 (0.1738)  loss_bbox_aux_0: 0.1737 (0.1875)  loss_bbox_aux_1: 0.1686 (0.1786)  loss_bbox_aux_2: 0.1724 (0.1760)  loss_bbox_aux_3: 0.1738 (0.1741)  loss_bbox_aux_4: 0.1702 (0.1738)  loss_bbox_aux_5: 0.2140 (0.2308)  loss_bbox_dn_0: 0.2585 (0.3171)  loss_bbox_dn_1: 0.2203 (0.2471)  loss_bbox_dn_2: 0.2063 (0.2258)  loss_bbox_dn_3: 0.2054 (0.2182)  loss_bbox_dn_4: 0.2033 (0.2165)  loss_bbox_dn_5: 0.2031 (0.2164)  loss_giou: 0.5566 (0.5158)  loss_giou_aux_0: 0.5621 (0.5418)  loss_giou_aux_1: 0.5626 (0.5251)  loss_giou_aux_2: 0.5563 (0.5199)  loss_giou_aux_3: 0.5578 (0.5169)  loss_giou_aux_4: 0.5552 (0.5159)  loss_giou_aux_5: 0.6333 (0.6159)  loss_giou_dn_0: 0.6468 (0.6470)  loss_giou_dn_1: 0.5496 (0.5433)  loss_giou_dn_2: 0.5207 (0.5161)  loss_giou_dn_3: 0.5162 (0.5075)  loss_giou_dn_4: 0.5150 (0.5054)  loss_giou_dn_5: 0.5152 (0.5056)  loss_vfl: 0.6750 (0.7273)  loss_vfl_aux_0: 0.8066 (0.8612)  loss_vfl_aux_1: 0.7611 (0.8044)  loss_vfl_aux_2: 0.7173 (0.7594)  loss_vfl_aux_3: 0.6940 (0.7385)  loss_vfl_aux_4: 0.6853 (0.7304)  loss_vfl_aux_5: 0.7760 (0.8319)  loss_vfl_dn_0: 0.4648 (0.4735)  loss_vfl_dn_1: 0.4131 (0.4150)  loss_vfl_dn_2: 0.3944 (0.3978)  loss_vfl_dn_3: 0.3882 (0.3901)  loss_vfl_dn_4: 0.3871 (0.3872)  loss_vfl_dn_5: 0.3852 (0.3865)  time: 0.4811  data: 0.0148  max mem: 5653
Epoch: [15]  [5400/7393]  eta: 0:15:51  lr: 0.000010  loss: 18.0597 (17.6168)  loss_bbox: 0.1632 (0.1738)  loss_bbox_aux_0: 0.1739 (0.1874)  loss_bbox_aux_1: 0.1689 (0.1785)  loss_bbox_aux_2: 0.1626 (0.1759)  loss_bbox_aux_3: 0.1613 (0.1741)  loss_bbox_aux_4: 0.1648 (0.1737)  loss_bbox_aux_5: 0.2211 (0.2308)  loss_bbox_dn_0: 0.3126 (0.3170)  loss_bbox_dn_1: 0.2378 (0.2471)  loss_bbox_dn_2: 0.2107 (0.2258)  loss_bbox_dn_3: 0.2129 (0.2182)  loss_bbox_dn_4: 0.2129 (0.2164)  loss_bbox_dn_5: 0.2131 (0.2164)  loss_giou: 0.4970 (0.5162)  loss_giou_aux_0: 0.5405 (0.5422)  loss_giou_aux_1: 0.5259 (0.5256)  loss_giou_aux_2: 0.5187 (0.5203)  loss_giou_aux_3: 0.5120 (0.5173)  loss_giou_aux_4: 0.4969 (0.5162)  loss_giou_aux_5: 0.6101 (0.6163)  loss_giou_dn_0: 0.6529 (0.6471)  loss_giou_dn_1: 0.5585 (0.5435)  loss_giou_dn_2: 0.5222 (0.5164)  loss_giou_dn_3: 0.5148 (0.5078)  loss_giou_dn_4: 0.5151 (0.5057)  loss_giou_dn_5: 0.5165 (0.5058)  loss_vfl: 0.6940 (0.7271)  loss_vfl_aux_0: 0.8564 (0.8610)  loss_vfl_aux_1: 0.7539 (0.8040)  loss_vfl_aux_2: 0.7214 (0.7592)  loss_vfl_aux_3: 0.7069 (0.7383)  loss_vfl_aux_4: 0.6979 (0.7302)  loss_vfl_aux_5: 0.7786 (0.8316)  loss_vfl_dn_0: 0.4690 (0.4734)  loss_vfl_dn_1: 0.4177 (0.4150)  loss_vfl_dn_2: 0.4045 (0.3978)  loss_vfl_dn_3: 0.3964 (0.3901)  loss_vfl_dn_4: 0.3930 (0.3872)  loss_vfl_dn_5: 0.3926 (0.3865)  time: 0.4818  data: 0.0151  max mem: 5653
Epoch: [15]  [5500/7393]  eta: 0:15:03  lr: 0.000010  loss: 17.0389 (17.6144)  loss_bbox: 0.1697 (0.1736)  loss_bbox_aux_0: 0.1738 (0.1873)  loss_bbox_aux_1: 0.1657 (0.1784)  loss_bbox_aux_2: 0.1681 (0.1759)  loss_bbox_aux_3: 0.1679 (0.1740)  loss_bbox_aux_4: 0.1688 (0.1736)  loss_bbox_aux_5: 0.2257 (0.2306)  loss_bbox_dn_0: 0.3156 (0.3169)  loss_bbox_dn_1: 0.2399 (0.2469)  loss_bbox_dn_2: 0.2208 (0.2256)  loss_bbox_dn_3: 0.2127 (0.2181)  loss_bbox_dn_4: 0.2145 (0.2163)  loss_bbox_dn_5: 0.2142 (0.2163)  loss_giou: 0.5049 (0.5163)  loss_giou_aux_0: 0.5291 (0.5423)  loss_giou_aux_1: 0.5136 (0.5257)  loss_giou_aux_2: 0.5210 (0.5205)  loss_giou_aux_3: 0.5072 (0.5174)  loss_giou_aux_4: 0.5047 (0.5163)  loss_giou_aux_5: 0.5894 (0.6163)  loss_giou_dn_0: 0.6310 (0.6473)  loss_giou_dn_1: 0.5158 (0.5437)  loss_giou_dn_2: 0.4919 (0.5165)  loss_giou_dn_3: 0.4860 (0.5079)  loss_giou_dn_4: 0.4859 (0.5058)  loss_giou_dn_5: 0.4858 (0.5059)  loss_vfl: 0.7005 (0.7269)  loss_vfl_aux_0: 0.8430 (0.8606)  loss_vfl_aux_1: 0.7633 (0.8036)  loss_vfl_aux_2: 0.7105 (0.7587)  loss_vfl_aux_3: 0.7057 (0.7381)  loss_vfl_aux_4: 0.6913 (0.7300)  loss_vfl_aux_5: 0.8125 (0.8314)  loss_vfl_dn_0: 0.4747 (0.4734)  loss_vfl_dn_1: 0.4163 (0.4149)  loss_vfl_dn_2: 0.3953 (0.3978)  loss_vfl_dn_3: 0.3885 (0.3901)  loss_vfl_dn_4: 0.3865 (0.3872)  loss_vfl_dn_5: 0.3868 (0.3865)  time: 0.4670  data: 0.0147  max mem: 5653
Epoch: [15]  [5600/7393]  eta: 0:14:15  lr: 0.000010  loss: 17.2005 (17.6082)  loss_bbox: 0.1495 (0.1735)  loss_bbox_aux_0: 0.1679 (0.1872)  loss_bbox_aux_1: 0.1553 (0.1783)  loss_bbox_aux_2: 0.1486 (0.1757)  loss_bbox_aux_3: 0.1494 (0.1738)  loss_bbox_aux_4: 0.1495 (0.1734)  loss_bbox_aux_5: 0.2163 (0.2305)  loss_bbox_dn_0: 0.2921 (0.3166)  loss_bbox_dn_1: 0.2061 (0.2467)  loss_bbox_dn_2: 0.1894 (0.2254)  loss_bbox_dn_3: 0.1847 (0.2178)  loss_bbox_dn_4: 0.1834 (0.2161)  loss_bbox_dn_5: 0.1832 (0.2160)  loss_giou: 0.4615 (0.5159)  loss_giou_aux_0: 0.4800 (0.5420)  loss_giou_aux_1: 0.4695 (0.5254)  loss_giou_aux_2: 0.4681 (0.5201)  loss_giou_aux_3: 0.4604 (0.5170)  loss_giou_aux_4: 0.4611 (0.5160)  loss_giou_aux_5: 0.5568 (0.6160)  loss_giou_dn_0: 0.6163 (0.6470)  loss_giou_dn_1: 0.5107 (0.5434)  loss_giou_dn_2: 0.4872 (0.5162)  loss_giou_dn_3: 0.4839 (0.5076)  loss_giou_dn_4: 0.4830 (0.5055)  loss_giou_dn_5: 0.4830 (0.5057)  loss_vfl: 0.7251 (0.7270)  loss_vfl_aux_0: 0.8416 (0.8607)  loss_vfl_aux_1: 0.7896 (0.8036)  loss_vfl_aux_2: 0.7512 (0.7588)  loss_vfl_aux_3: 0.7368 (0.7382)  loss_vfl_aux_4: 0.7272 (0.7301)  loss_vfl_aux_5: 0.7978 (0.8313)  loss_vfl_dn_0: 0.4687 (0.4734)  loss_vfl_dn_1: 0.4099 (0.4149)  loss_vfl_dn_2: 0.3898 (0.3977)  loss_vfl_dn_3: 0.3794 (0.3900)  loss_vfl_dn_4: 0.3790 (0.3871)  loss_vfl_dn_5: 0.3775 (0.3865)  time: 0.4639  data: 0.0145  max mem: 5653
Epoch: [15]  [5700/7393]  eta: 0:13:27  lr: 0.000010  loss: 17.1788 (17.6063)  loss_bbox: 0.1590 (0.1736)  loss_bbox_aux_0: 0.1759 (0.1871)  loss_bbox_aux_1: 0.1724 (0.1783)  loss_bbox_aux_2: 0.1679 (0.1757)  loss_bbox_aux_3: 0.1569 (0.1739)  loss_bbox_aux_4: 0.1563 (0.1735)  loss_bbox_aux_5: 0.2251 (0.2305)  loss_bbox_dn_0: 0.2755 (0.3166)  loss_bbox_dn_1: 0.2175 (0.2467)  loss_bbox_dn_2: 0.1902 (0.2254)  loss_bbox_dn_3: 0.1847 (0.2178)  loss_bbox_dn_4: 0.1820 (0.2161)  loss_bbox_dn_5: 0.1820 (0.2160)  loss_giou: 0.5183 (0.5159)  loss_giou_aux_0: 0.5564 (0.5419)  loss_giou_aux_1: 0.5330 (0.5252)  loss_giou_aux_2: 0.5271 (0.5200)  loss_giou_aux_3: 0.5200 (0.5169)  loss_giou_aux_4: 0.5182 (0.5159)  loss_giou_aux_5: 0.6563 (0.6159)  loss_giou_dn_0: 0.6431 (0.6469)  loss_giou_dn_1: 0.5290 (0.5433)  loss_giou_dn_2: 0.5136 (0.5161)  loss_giou_dn_3: 0.4982 (0.5075)  loss_giou_dn_4: 0.4976 (0.5054)  loss_giou_dn_5: 0.4980 (0.5056)  loss_vfl: 0.6813 (0.7269)  loss_vfl_aux_0: 0.8185 (0.8607)  loss_vfl_aux_1: 0.7376 (0.8035)  loss_vfl_aux_2: 0.7121 (0.7588)  loss_vfl_aux_3: 0.6903 (0.7381)  loss_vfl_aux_4: 0.6749 (0.7300)  loss_vfl_aux_5: 0.7838 (0.8312)  loss_vfl_dn_0: 0.4665 (0.4734)  loss_vfl_dn_1: 0.4040 (0.4149)  loss_vfl_dn_2: 0.3822 (0.3977)  loss_vfl_dn_3: 0.3783 (0.3900)  loss_vfl_dn_4: 0.3735 (0.3871)  loss_vfl_dn_5: 0.3749 (0.3864)  time: 0.4767  data: 0.0144  max mem: 5653
Epoch: [15]  [5800/7393]  eta: 0:12:39  lr: 0.000010  loss: 17.5558 (17.6108)  loss_bbox: 0.1726 (0.1736)  loss_bbox_aux_0: 0.1849 (0.1872)  loss_bbox_aux_1: 0.1726 (0.1784)  loss_bbox_aux_2: 0.1755 (0.1758)  loss_bbox_aux_3: 0.1642 (0.1740)  loss_bbox_aux_4: 0.1714 (0.1735)  loss_bbox_aux_5: 0.2258 (0.2306)  loss_bbox_dn_0: 0.3096 (0.3168)  loss_bbox_dn_1: 0.2477 (0.2469)  loss_bbox_dn_2: 0.2226 (0.2256)  loss_bbox_dn_3: 0.2194 (0.2180)  loss_bbox_dn_4: 0.2172 (0.2163)  loss_bbox_dn_5: 0.2172 (0.2163)  loss_giou: 0.4878 (0.5158)  loss_giou_aux_0: 0.5017 (0.5419)  loss_giou_aux_1: 0.4928 (0.5253)  loss_giou_aux_2: 0.4792 (0.5200)  loss_giou_aux_3: 0.4855 (0.5169)  loss_giou_aux_4: 0.4791 (0.5158)  loss_giou_aux_5: 0.6044 (0.6159)  loss_giou_dn_0: 0.6227 (0.6471)  loss_giou_dn_1: 0.5229 (0.5435)  loss_giou_dn_2: 0.4976 (0.5163)  loss_giou_dn_3: 0.4922 (0.5076)  loss_giou_dn_4: 0.4890 (0.5056)  loss_giou_dn_5: 0.4893 (0.5057)  loss_vfl: 0.7305 (0.7273)  loss_vfl_aux_0: 0.8599 (0.8608)  loss_vfl_aux_1: 0.8052 (0.8036)  loss_vfl_aux_2: 0.7588 (0.7591)  loss_vfl_aux_3: 0.7624 (0.7383)  loss_vfl_aux_4: 0.7469 (0.7302)  loss_vfl_aux_5: 0.8111 (0.8314)  loss_vfl_dn_0: 0.4725 (0.4734)  loss_vfl_dn_1: 0.4180 (0.4149)  loss_vfl_dn_2: 0.3971 (0.3978)  loss_vfl_dn_3: 0.3913 (0.3901)  loss_vfl_dn_4: 0.3885 (0.3872)  loss_vfl_dn_5: 0.3876 (0.3865)  time: 0.4677  data: 0.0141  max mem: 5653
Epoch: [15]  [5900/7393]  eta: 0:11:52  lr: 0.000010  loss: 17.8718 (17.6116)  loss_bbox: 0.1709 (0.1735)  loss_bbox_aux_0: 0.1860 (0.1872)  loss_bbox_aux_1: 0.1759 (0.1783)  loss_bbox_aux_2: 0.1730 (0.1757)  loss_bbox_aux_3: 0.1768 (0.1739)  loss_bbox_aux_4: 0.1709 (0.1735)  loss_bbox_aux_5: 0.2269 (0.2305)  loss_bbox_dn_0: 0.2692 (0.3168)  loss_bbox_dn_1: 0.2178 (0.2469)  loss_bbox_dn_2: 0.1962 (0.2255)  loss_bbox_dn_3: 0.1923 (0.2180)  loss_bbox_dn_4: 0.1895 (0.2163)  loss_bbox_dn_5: 0.1894 (0.2162)  loss_giou: 0.5202 (0.5159)  loss_giou_aux_0: 0.5511 (0.5420)  loss_giou_aux_1: 0.5358 (0.5253)  loss_giou_aux_2: 0.5363 (0.5201)  loss_giou_aux_3: 0.5281 (0.5170)  loss_giou_aux_4: 0.5235 (0.5159)  loss_giou_aux_5: 0.6227 (0.6160)  loss_giou_dn_0: 0.6536 (0.6471)  loss_giou_dn_1: 0.5595 (0.5435)  loss_giou_dn_2: 0.5350 (0.5163)  loss_giou_dn_3: 0.5295 (0.5077)  loss_giou_dn_4: 0.5287 (0.5056)  loss_giou_dn_5: 0.5284 (0.5057)  loss_vfl: 0.7258 (0.7274)  loss_vfl_aux_0: 0.8345 (0.8610)  loss_vfl_aux_1: 0.7941 (0.8038)  loss_vfl_aux_2: 0.7401 (0.7591)  loss_vfl_aux_3: 0.7357 (0.7385)  loss_vfl_aux_4: 0.7374 (0.7304)  loss_vfl_aux_5: 0.8000 (0.8315)  loss_vfl_dn_0: 0.4747 (0.4734)  loss_vfl_dn_1: 0.4141 (0.4150)  loss_vfl_dn_2: 0.3989 (0.3978)  loss_vfl_dn_3: 0.3900 (0.3901)  loss_vfl_dn_4: 0.3873 (0.3872)  loss_vfl_dn_5: 0.3877 (0.3865)  time: 0.4602  data: 0.0141  max mem: 5653
Epoch: [15]  [6000/7393]  eta: 0:11:05  lr: 0.000010  loss: 18.1189 (17.6099)  loss_bbox: 0.1649 (0.1735)  loss_bbox_aux_0: 0.1795 (0.1870)  loss_bbox_aux_1: 0.1753 (0.1782)  loss_bbox_aux_2: 0.1719 (0.1757)  loss_bbox_aux_3: 0.1706 (0.1738)  loss_bbox_aux_4: 0.1671 (0.1734)  loss_bbox_aux_5: 0.2171 (0.2303)  loss_bbox_dn_0: 0.2808 (0.3166)  loss_bbox_dn_1: 0.2109 (0.2467)  loss_bbox_dn_2: 0.1954 (0.2254)  loss_bbox_dn_3: 0.1927 (0.2179)  loss_bbox_dn_4: 0.1930 (0.2161)  loss_bbox_dn_5: 0.1927 (0.2161)  loss_giou: 0.5021 (0.5160)  loss_giou_aux_0: 0.5332 (0.5420)  loss_giou_aux_1: 0.5086 (0.5253)  loss_giou_aux_2: 0.5076 (0.5201)  loss_giou_aux_3: 0.5029 (0.5170)  loss_giou_aux_4: 0.4964 (0.5160)  loss_giou_aux_5: 0.6009 (0.6161)  loss_giou_dn_0: 0.6404 (0.6471)  loss_giou_dn_1: 0.5347 (0.5434)  loss_giou_dn_2: 0.5085 (0.5162)  loss_giou_dn_3: 0.5007 (0.5076)  loss_giou_dn_4: 0.4974 (0.5055)  loss_giou_dn_5: 0.4973 (0.5057)  loss_vfl: 0.7183 (0.7273)  loss_vfl_aux_0: 0.8324 (0.8609)  loss_vfl_aux_1: 0.8121 (0.8037)  loss_vfl_aux_2: 0.7557 (0.7591)  loss_vfl_aux_3: 0.7478 (0.7384)  loss_vfl_aux_4: 0.7162 (0.7304)  loss_vfl_aux_5: 0.8053 (0.8313)  loss_vfl_dn_0: 0.4772 (0.4733)  loss_vfl_dn_1: 0.4192 (0.4149)  loss_vfl_dn_2: 0.4051 (0.3978)  loss_vfl_dn_3: 0.3958 (0.3901)  loss_vfl_dn_4: 0.3933 (0.3872)  loss_vfl_dn_5: 0.3939 (0.3865)  time: 0.4737  data: 0.0150  max mem: 5653
Epoch: [15]  [6100/7393]  eta: 0:10:17  lr: 0.000010  loss: 17.8902 (17.6101)  loss_bbox: 0.1801 (0.1735)  loss_bbox_aux_0: 0.1821 (0.1870)  loss_bbox_aux_1: 0.1856 (0.1782)  loss_bbox_aux_2: 0.1781 (0.1757)  loss_bbox_aux_3: 0.1785 (0.1739)  loss_bbox_aux_4: 0.1819 (0.1735)  loss_bbox_aux_5: 0.2274 (0.2304)  loss_bbox_dn_0: 0.2995 (0.3167)  loss_bbox_dn_1: 0.2242 (0.2468)  loss_bbox_dn_2: 0.1967 (0.2255)  loss_bbox_dn_3: 0.1926 (0.2180)  loss_bbox_dn_4: 0.1897 (0.2162)  loss_bbox_dn_5: 0.1898 (0.2162)  loss_giou: 0.5589 (0.5158)  loss_giou_aux_0: 0.5968 (0.5419)  loss_giou_aux_1: 0.5684 (0.5252)  loss_giou_aux_2: 0.5623 (0.5200)  loss_giou_aux_3: 0.5594 (0.5169)  loss_giou_aux_4: 0.5617 (0.5158)  loss_giou_aux_5: 0.6811 (0.6160)  loss_giou_dn_0: 0.6779 (0.6471)  loss_giou_dn_1: 0.5677 (0.5434)  loss_giou_dn_2: 0.5372 (0.5162)  loss_giou_dn_3: 0.5293 (0.5076)  loss_giou_dn_4: 0.5271 (0.5055)  loss_giou_dn_5: 0.5273 (0.5057)  loss_vfl: 0.6989 (0.7273)  loss_vfl_aux_0: 0.8185 (0.8611)  loss_vfl_aux_1: 0.7787 (0.8038)  loss_vfl_aux_2: 0.7274 (0.7591)  loss_vfl_aux_3: 0.6914 (0.7384)  loss_vfl_aux_4: 0.6996 (0.7304)  loss_vfl_aux_5: 0.7753 (0.8314)  loss_vfl_dn_0: 0.4684 (0.4734)  loss_vfl_dn_1: 0.4122 (0.4150)  loss_vfl_dn_2: 0.3948 (0.3978)  loss_vfl_dn_3: 0.3857 (0.3901)  loss_vfl_dn_4: 0.3843 (0.3872)  loss_vfl_dn_5: 0.3830 (0.3865)  time: 0.4792  data: 0.0146  max mem: 5653
Epoch: [15]  [6200/7393]  eta: 0:09:29  lr: 0.000010  loss: 17.6770 (17.6101)  loss_bbox: 0.1712 (0.1736)  loss_bbox_aux_0: 0.1743 (0.1870)  loss_bbox_aux_1: 0.1838 (0.1783)  loss_bbox_aux_2: 0.1693 (0.1757)  loss_bbox_aux_3: 0.1729 (0.1739)  loss_bbox_aux_4: 0.1783 (0.1735)  loss_bbox_aux_5: 0.2131 (0.2304)  loss_bbox_dn_0: 0.2975 (0.3168)  loss_bbox_dn_1: 0.2352 (0.2469)  loss_bbox_dn_2: 0.2134 (0.2256)  loss_bbox_dn_3: 0.2000 (0.2180)  loss_bbox_dn_4: 0.1954 (0.2163)  loss_bbox_dn_5: 0.1951 (0.2163)  loss_giou: 0.4866 (0.5157)  loss_giou_aux_0: 0.5056 (0.5417)  loss_giou_aux_1: 0.4803 (0.5250)  loss_giou_aux_2: 0.4765 (0.5198)  loss_giou_aux_3: 0.4878 (0.5168)  loss_giou_aux_4: 0.4881 (0.5157)  loss_giou_aux_5: 0.5840 (0.6158)  loss_giou_dn_0: 0.6389 (0.6470)  loss_giou_dn_1: 0.5370 (0.5433)  loss_giou_dn_2: 0.5102 (0.5161)  loss_giou_dn_3: 0.4994 (0.5075)  loss_giou_dn_4: 0.4969 (0.5054)  loss_giou_dn_5: 0.4970 (0.5056)  loss_vfl: 0.7189 (0.7274)  loss_vfl_aux_0: 0.8773 (0.8614)  loss_vfl_aux_1: 0.7870 (0.8040)  loss_vfl_aux_2: 0.7318 (0.7592)  loss_vfl_aux_3: 0.7229 (0.7385)  loss_vfl_aux_4: 0.7157 (0.7304)  loss_vfl_aux_5: 0.8556 (0.8316)  loss_vfl_dn_0: 0.4739 (0.4734)  loss_vfl_dn_1: 0.4151 (0.4149)  loss_vfl_dn_2: 0.4000 (0.3978)  loss_vfl_dn_3: 0.3907 (0.3901)  loss_vfl_dn_4: 0.3890 (0.3872)  loss_vfl_dn_5: 0.3860 (0.3865)  time: 0.4794  data: 0.0137  max mem: 5653
Epoch: [15]  [6300/7393]  eta: 0:08:41  lr: 0.000010  loss: 17.3374 (17.6101)  loss_bbox: 0.1652 (0.1736)  loss_bbox_aux_0: 0.1823 (0.1870)  loss_bbox_aux_1: 0.1763 (0.1782)  loss_bbox_aux_2: 0.1637 (0.1757)  loss_bbox_aux_3: 0.1596 (0.1739)  loss_bbox_aux_4: 0.1650 (0.1735)  loss_bbox_aux_5: 0.2385 (0.2304)  loss_bbox_dn_0: 0.3228 (0.3168)  loss_bbox_dn_1: 0.2478 (0.2469)  loss_bbox_dn_2: 0.2200 (0.2256)  loss_bbox_dn_3: 0.2082 (0.2181)  loss_bbox_dn_4: 0.2069 (0.2163)  loss_bbox_dn_5: 0.2063 (0.2163)  loss_giou: 0.4722 (0.5156)  loss_giou_aux_0: 0.5006 (0.5415)  loss_giou_aux_1: 0.4658 (0.5249)  loss_giou_aux_2: 0.4667 (0.5197)  loss_giou_aux_3: 0.4654 (0.5166)  loss_giou_aux_4: 0.4636 (0.5156)  loss_giou_aux_5: 0.5654 (0.6157)  loss_giou_dn_0: 0.6202 (0.6469)  loss_giou_dn_1: 0.5127 (0.5432)  loss_giou_dn_2: 0.4905 (0.5160)  loss_giou_dn_3: 0.4795 (0.5074)  loss_giou_dn_4: 0.4767 (0.5053)  loss_giou_dn_5: 0.4766 (0.5055)  loss_vfl: 0.7300 (0.7276)  loss_vfl_aux_0: 0.8832 (0.8616)  loss_vfl_aux_1: 0.8334 (0.8043)  loss_vfl_aux_2: 0.7598 (0.7594)  loss_vfl_aux_3: 0.7464 (0.7387)  loss_vfl_aux_4: 0.7379 (0.7306)  loss_vfl_aux_5: 0.8392 (0.8317)  loss_vfl_dn_0: 0.4810 (0.4734)  loss_vfl_dn_1: 0.4157 (0.4150)  loss_vfl_dn_2: 0.3996 (0.3978)  loss_vfl_dn_3: 0.3914 (0.3901)  loss_vfl_dn_4: 0.3845 (0.3873)  loss_vfl_dn_5: 0.3833 (0.3866)  time: 0.4831  data: 0.0144  max mem: 5653
Epoch: [15]  [6400/7393]  eta: 0:07:54  lr: 0.000010  loss: 17.8693 (17.6120)  loss_bbox: 0.1698 (0.1735)  loss_bbox_aux_0: 0.1824 (0.1870)  loss_bbox_aux_1: 0.1686 (0.1782)  loss_bbox_aux_2: 0.1737 (0.1757)  loss_bbox_aux_3: 0.1743 (0.1739)  loss_bbox_aux_4: 0.1700 (0.1735)  loss_bbox_aux_5: 0.2183 (0.2303)  loss_bbox_dn_0: 0.2741 (0.3166)  loss_bbox_dn_1: 0.2095 (0.2468)  loss_bbox_dn_2: 0.1926 (0.2255)  loss_bbox_dn_3: 0.1872 (0.2180)  loss_bbox_dn_4: 0.1871 (0.2162)  loss_bbox_dn_5: 0.1872 (0.2162)  loss_giou: 0.5379 (0.5159)  loss_giou_aux_0: 0.5640 (0.5419)  loss_giou_aux_1: 0.5514 (0.5252)  loss_giou_aux_2: 0.5434 (0.5200)  loss_giou_aux_3: 0.5458 (0.5169)  loss_giou_aux_4: 0.5368 (0.5159)  loss_giou_aux_5: 0.6422 (0.6159)  loss_giou_dn_0: 0.6422 (0.6471)  loss_giou_dn_1: 0.5540 (0.5434)  loss_giou_dn_2: 0.5276 (0.5162)  loss_giou_dn_3: 0.5257 (0.5076)  loss_giou_dn_4: 0.5233 (0.5055)  loss_giou_dn_5: 0.5233 (0.5057)  loss_vfl: 0.6935 (0.7275)  loss_vfl_aux_0: 0.8153 (0.8614)  loss_vfl_aux_1: 0.7447 (0.8042)  loss_vfl_aux_2: 0.7057 (0.7593)  loss_vfl_aux_3: 0.6963 (0.7386)  loss_vfl_aux_4: 0.6929 (0.7305)  loss_vfl_aux_5: 0.8192 (0.8316)  loss_vfl_dn_0: 0.4727 (0.4734)  loss_vfl_dn_1: 0.4084 (0.4150)  loss_vfl_dn_2: 0.3963 (0.3979)  loss_vfl_dn_3: 0.3889 (0.3902)  loss_vfl_dn_4: 0.3867 (0.3873)  loss_vfl_dn_5: 0.3844 (0.3866)  time: 0.4566  data: 0.0142  max mem: 5653
Epoch: [15]  [6500/7393]  eta: 0:07:06  lr: 0.000010  loss: 17.5576 (17.6130)  loss_bbox: 0.1518 (0.1736)  loss_bbox_aux_0: 0.1723 (0.1870)  loss_bbox_aux_1: 0.1547 (0.1783)  loss_bbox_aux_2: 0.1600 (0.1757)  loss_bbox_aux_3: 0.1491 (0.1739)  loss_bbox_aux_4: 0.1468 (0.1735)  loss_bbox_aux_5: 0.2083 (0.2303)  loss_bbox_dn_0: 0.2909 (0.3167)  loss_bbox_dn_1: 0.2107 (0.2468)  loss_bbox_dn_2: 0.1928 (0.2255)  loss_bbox_dn_3: 0.1860 (0.2180)  loss_bbox_dn_4: 0.1843 (0.2163)  loss_bbox_dn_5: 0.1845 (0.2162)  loss_giou: 0.5314 (0.5160)  loss_giou_aux_0: 0.5611 (0.5421)  loss_giou_aux_1: 0.5478 (0.5254)  loss_giou_aux_2: 0.5424 (0.5202)  loss_giou_aux_3: 0.5374 (0.5171)  loss_giou_aux_4: 0.5332 (0.5161)  loss_giou_aux_5: 0.6688 (0.6161)  loss_giou_dn_0: 0.6677 (0.6471)  loss_giou_dn_1: 0.5679 (0.5435)  loss_giou_dn_2: 0.5387 (0.5163)  loss_giou_dn_3: 0.5252 (0.5077)  loss_giou_dn_4: 0.5247 (0.5056)  loss_giou_dn_5: 0.5251 (0.5058)  loss_vfl: 0.7071 (0.7274)  loss_vfl_aux_0: 0.8493 (0.8612)  loss_vfl_aux_1: 0.7784 (0.8041)  loss_vfl_aux_2: 0.7503 (0.7591)  loss_vfl_aux_3: 0.7234 (0.7385)  loss_vfl_aux_4: 0.7168 (0.7304)  loss_vfl_aux_5: 0.8051 (0.8315)  loss_vfl_dn_0: 0.4711 (0.4734)  loss_vfl_dn_1: 0.4127 (0.4149)  loss_vfl_dn_2: 0.3948 (0.3978)  loss_vfl_dn_3: 0.3878 (0.3901)  loss_vfl_dn_4: 0.3862 (0.3873)  loss_vfl_dn_5: 0.3847 (0.3866)  time: 0.4558  data: 0.0138  max mem: 5653
Epoch: [15]  [6600/7393]  eta: 0:06:19  lr: 0.000010  loss: 17.4800 (17.6137)  loss_bbox: 0.1765 (0.1736)  loss_bbox_aux_0: 0.1978 (0.1871)  loss_bbox_aux_1: 0.1924 (0.1783)  loss_bbox_aux_2: 0.1780 (0.1758)  loss_bbox_aux_3: 0.1770 (0.1740)  loss_bbox_aux_4: 0.1765 (0.1736)  loss_bbox_aux_5: 0.2370 (0.2304)  loss_bbox_dn_0: 0.2852 (0.3168)  loss_bbox_dn_1: 0.2179 (0.2469)  loss_bbox_dn_2: 0.1942 (0.2256)  loss_bbox_dn_3: 0.1871 (0.2181)  loss_bbox_dn_4: 0.1863 (0.2164)  loss_bbox_dn_5: 0.1867 (0.2163)  loss_giou: 0.5088 (0.5160)  loss_giou_aux_0: 0.4922 (0.5420)  loss_giou_aux_1: 0.4747 (0.5253)  loss_giou_aux_2: 0.4879 (0.5201)  loss_giou_aux_3: 0.4976 (0.5171)  loss_giou_aux_4: 0.5037 (0.5160)  loss_giou_aux_5: 0.5877 (0.6161)  loss_giou_dn_0: 0.6254 (0.6471)  loss_giou_dn_1: 0.5213 (0.5434)  loss_giou_dn_2: 0.4892 (0.5162)  loss_giou_dn_3: 0.4849 (0.5076)  loss_giou_dn_4: 0.4850 (0.5055)  loss_giou_dn_5: 0.4849 (0.5057)  loss_vfl: 0.7384 (0.7274)  loss_vfl_aux_0: 0.8911 (0.8614)  loss_vfl_aux_1: 0.8051 (0.8042)  loss_vfl_aux_2: 0.7648 (0.7592)  loss_vfl_aux_3: 0.7368 (0.7385)  loss_vfl_aux_4: 0.7342 (0.7304)  loss_vfl_aux_5: 0.8506 (0.8315)  loss_vfl_dn_0: 0.4690 (0.4734)  loss_vfl_dn_1: 0.4116 (0.4149)  loss_vfl_dn_2: 0.3930 (0.3978)  loss_vfl_dn_3: 0.3857 (0.3901)  loss_vfl_dn_4: 0.3814 (0.3872)  loss_vfl_dn_5: 0.3808 (0.3865)  time: 0.7055  data: 0.0157  max mem: 5653
Epoch: [15]  [6700/7393]  eta: 0:05:31  lr: 0.000010  loss: 16.8227 (17.6154)  loss_bbox: 0.1624 (0.1736)  loss_bbox_aux_0: 0.1772 (0.1871)  loss_bbox_aux_1: 0.1570 (0.1783)  loss_bbox_aux_2: 0.1687 (0.1757)  loss_bbox_aux_3: 0.1679 (0.1740)  loss_bbox_aux_4: 0.1658 (0.1736)  loss_bbox_aux_5: 0.2108 (0.2304)  loss_bbox_dn_0: 0.2920 (0.3166)  loss_bbox_dn_1: 0.2117 (0.2468)  loss_bbox_dn_2: 0.1953 (0.2255)  loss_bbox_dn_3: 0.1947 (0.2180)  loss_bbox_dn_4: 0.1919 (0.2162)  loss_bbox_dn_5: 0.1921 (0.2162)  loss_giou: 0.4821 (0.5163)  loss_giou_aux_0: 0.5057 (0.5422)  loss_giou_aux_1: 0.4825 (0.5256)  loss_giou_aux_2: 0.4812 (0.5204)  loss_giou_aux_3: 0.4892 (0.5174)  loss_giou_aux_4: 0.4852 (0.5163)  loss_giou_aux_5: 0.5882 (0.6163)  loss_giou_dn_0: 0.6310 (0.6471)  loss_giou_dn_1: 0.5146 (0.5435)  loss_giou_dn_2: 0.4788 (0.5163)  loss_giou_dn_3: 0.4645 (0.5077)  loss_giou_dn_4: 0.4623 (0.5057)  loss_giou_dn_5: 0.4624 (0.5058)  loss_vfl: 0.7172 (0.7274)  loss_vfl_aux_0: 0.8681 (0.8615)  loss_vfl_aux_1: 0.8004 (0.8042)  loss_vfl_aux_2: 0.7498 (0.7592)  loss_vfl_aux_3: 0.7295 (0.7384)  loss_vfl_aux_4: 0.7107 (0.7304)  loss_vfl_aux_5: 0.8335 (0.8315)  loss_vfl_dn_0: 0.4755 (0.4734)  loss_vfl_dn_1: 0.4135 (0.4149)  loss_vfl_dn_2: 0.3989 (0.3978)  loss_vfl_dn_3: 0.3900 (0.3901)  loss_vfl_dn_4: 0.3853 (0.3873)  loss_vfl_dn_5: 0.3849 (0.3866)  time: 0.4931  data: 0.0149  max mem: 5653
Epoch: [15]  [6800/7393]  eta: 0:04:43  lr: 0.000010  loss: 17.0822 (17.6119)  loss_bbox: 0.1572 (0.1735)  loss_bbox_aux_0: 0.1679 (0.1870)  loss_bbox_aux_1: 0.1591 (0.1782)  loss_bbox_aux_2: 0.1551 (0.1756)  loss_bbox_aux_3: 0.1547 (0.1739)  loss_bbox_aux_4: 0.1558 (0.1735)  loss_bbox_aux_5: 0.2135 (0.2303)  loss_bbox_dn_0: 0.2898 (0.3164)  loss_bbox_dn_1: 0.2162 (0.2466)  loss_bbox_dn_2: 0.1874 (0.2253)  loss_bbox_dn_3: 0.1808 (0.2178)  loss_bbox_dn_4: 0.1803 (0.2161)  loss_bbox_dn_5: 0.1804 (0.2160)  loss_giou: 0.4814 (0.5163)  loss_giou_aux_0: 0.5024 (0.5422)  loss_giou_aux_1: 0.4951 (0.5255)  loss_giou_aux_2: 0.4859 (0.5204)  loss_giou_aux_3: 0.4783 (0.5173)  loss_giou_aux_4: 0.4802 (0.5163)  loss_giou_aux_5: 0.6072 (0.6163)  loss_giou_dn_0: 0.6090 (0.6470)  loss_giou_dn_1: 0.5251 (0.5434)  loss_giou_dn_2: 0.5027 (0.5162)  loss_giou_dn_3: 0.4974 (0.5077)  loss_giou_dn_4: 0.4959 (0.5056)  loss_giou_dn_5: 0.4959 (0.5057)  loss_vfl: 0.7048 (0.7273)  loss_vfl_aux_0: 0.8385 (0.8614)  loss_vfl_aux_1: 0.7910 (0.8041)  loss_vfl_aux_2: 0.7412 (0.7591)  loss_vfl_aux_3: 0.7145 (0.7384)  loss_vfl_aux_4: 0.7127 (0.7303)  loss_vfl_aux_5: 0.7921 (0.8314)  loss_vfl_dn_0: 0.4658 (0.4734)  loss_vfl_dn_1: 0.4043 (0.4149)  loss_vfl_dn_2: 0.3889 (0.3978)  loss_vfl_dn_3: 0.3869 (0.3901)  loss_vfl_dn_4: 0.3837 (0.3872)  loss_vfl_dn_5: 0.3836 (0.3865)  time: 0.4785  data: 0.0145  max mem: 5653
Epoch: [15]  [6900/7393]  eta: 0:03:55  lr: 0.000010  loss: 17.8890 (17.6129)  loss_bbox: 0.1729 (0.1736)  loss_bbox_aux_0: 0.1830 (0.1870)  loss_bbox_aux_1: 0.1819 (0.1782)  loss_bbox_aux_2: 0.1808 (0.1757)  loss_bbox_aux_3: 0.1729 (0.1739)  loss_bbox_aux_4: 0.1734 (0.1735)  loss_bbox_aux_5: 0.2172 (0.2303)  loss_bbox_dn_0: 0.3237 (0.3166)  loss_bbox_dn_1: 0.2574 (0.2467)  loss_bbox_dn_2: 0.2350 (0.2254)  loss_bbox_dn_3: 0.2224 (0.2179)  loss_bbox_dn_4: 0.2183 (0.2162)  loss_bbox_dn_5: 0.2182 (0.2161)  loss_giou: 0.4745 (0.5160)  loss_giou_aux_0: 0.4942 (0.5420)  loss_giou_aux_1: 0.4951 (0.5253)  loss_giou_aux_2: 0.4810 (0.5202)  loss_giou_aux_3: 0.4787 (0.5171)  loss_giou_aux_4: 0.4715 (0.5160)  loss_giou_aux_5: 0.5883 (0.6161)  loss_giou_dn_0: 0.6310 (0.6470)  loss_giou_dn_1: 0.5278 (0.5433)  loss_giou_dn_2: 0.4953 (0.5161)  loss_giou_dn_3: 0.4840 (0.5075)  loss_giou_dn_4: 0.4814 (0.5054)  loss_giou_dn_5: 0.4815 (0.5056)  loss_vfl: 0.7669 (0.7277)  loss_vfl_aux_0: 0.8887 (0.8616)  loss_vfl_aux_1: 0.8290 (0.8044)  loss_vfl_aux_2: 0.8076 (0.7594)  loss_vfl_aux_3: 0.7817 (0.7387)  loss_vfl_aux_4: 0.7722 (0.7307)  loss_vfl_aux_5: 0.8543 (0.8316)  loss_vfl_dn_0: 0.4748 (0.4734)  loss_vfl_dn_1: 0.4202 (0.4149)  loss_vfl_dn_2: 0.4023 (0.3978)  loss_vfl_dn_3: 0.3919 (0.3901)  loss_vfl_dn_4: 0.3887 (0.3872)  loss_vfl_dn_5: 0.3876 (0.3865)  time: 0.4773  data: 0.0141  max mem: 5653
Epoch: [15]  [7000/7393]  eta: 0:03:08  lr: 0.000010  loss: 17.6771 (17.6130)  loss_bbox: 0.1779 (0.1736)  loss_bbox_aux_0: 0.1856 (0.1870)  loss_bbox_aux_1: 0.1778 (0.1782)  loss_bbox_aux_2: 0.1751 (0.1757)  loss_bbox_aux_3: 0.1801 (0.1740)  loss_bbox_aux_4: 0.1779 (0.1735)  loss_bbox_aux_5: 0.2276 (0.2303)  loss_bbox_dn_0: 0.3071 (0.3165)  loss_bbox_dn_1: 0.2260 (0.2466)  loss_bbox_dn_2: 0.2200 (0.2254)  loss_bbox_dn_3: 0.2076 (0.2179)  loss_bbox_dn_4: 0.2087 (0.2161)  loss_bbox_dn_5: 0.2088 (0.2161)  loss_giou: 0.5130 (0.5160)  loss_giou_aux_0: 0.5394 (0.5420)  loss_giou_aux_1: 0.5210 (0.5253)  loss_giou_aux_2: 0.5135 (0.5201)  loss_giou_aux_3: 0.5151 (0.5171)  loss_giou_aux_4: 0.5129 (0.5161)  loss_giou_aux_5: 0.6200 (0.6161)  loss_giou_dn_0: 0.6709 (0.6469)  loss_giou_dn_1: 0.5674 (0.5433)  loss_giou_dn_2: 0.5328 (0.5161)  loss_giou_dn_3: 0.5218 (0.5075)  loss_giou_dn_4: 0.5214 (0.5054)  loss_giou_dn_5: 0.5228 (0.5056)  loss_vfl: 0.6999 (0.7278)  loss_vfl_aux_0: 0.8390 (0.8616)  loss_vfl_aux_1: 0.7580 (0.8044)  loss_vfl_aux_2: 0.7216 (0.7594)  loss_vfl_aux_3: 0.6937 (0.7387)  loss_vfl_aux_4: 0.6908 (0.7307)  loss_vfl_aux_5: 0.7902 (0.8316)  loss_vfl_dn_0: 0.4713 (0.4734)  loss_vfl_dn_1: 0.4131 (0.4149)  loss_vfl_dn_2: 0.3964 (0.3978)  loss_vfl_dn_3: 0.3897 (0.3901)  loss_vfl_dn_4: 0.3886 (0.3873)  loss_vfl_dn_5: 0.3870 (0.3866)  time: 0.4686  data: 0.0142  max mem: 5653
Epoch: [15]  [7100/7393]  eta: 0:02:20  lr: 0.000010  loss: 17.5559 (17.6119)  loss_bbox: 0.1442 (0.1735)  loss_bbox_aux_0: 0.1521 (0.1869)  loss_bbox_aux_1: 0.1431 (0.1782)  loss_bbox_aux_2: 0.1499 (0.1756)  loss_bbox_aux_3: 0.1487 (0.1739)  loss_bbox_aux_4: 0.1449 (0.1734)  loss_bbox_aux_5: 0.1984 (0.2302)  loss_bbox_dn_0: 0.2526 (0.3164)  loss_bbox_dn_1: 0.1822 (0.2465)  loss_bbox_dn_2: 0.1657 (0.2252)  loss_bbox_dn_3: 0.1591 (0.2177)  loss_bbox_dn_4: 0.1592 (0.2160)  loss_bbox_dn_5: 0.1597 (0.2160)  loss_giou: 0.5849 (0.5161)  loss_giou_aux_0: 0.5708 (0.5420)  loss_giou_aux_1: 0.5683 (0.5254)  loss_giou_aux_2: 0.5899 (0.5203)  loss_giou_aux_3: 0.5949 (0.5172)  loss_giou_aux_4: 0.5860 (0.5162)  loss_giou_aux_5: 0.6495 (0.6162)  loss_giou_dn_0: 0.6752 (0.6470)  loss_giou_dn_1: 0.5683 (0.5433)  loss_giou_dn_2: 0.5410 (0.5161)  loss_giou_dn_3: 0.5253 (0.5075)  loss_giou_dn_4: 0.5227 (0.5054)  loss_giou_dn_5: 0.5228 (0.5056)  loss_vfl: 0.6632 (0.7277)  loss_vfl_aux_0: 0.7528 (0.8616)  loss_vfl_aux_1: 0.7185 (0.8044)  loss_vfl_aux_2: 0.6780 (0.7593)  loss_vfl_aux_3: 0.6643 (0.7387)  loss_vfl_aux_4: 0.6686 (0.7308)  loss_vfl_aux_5: 0.7451 (0.8316)  loss_vfl_dn_0: 0.4639 (0.4733)  loss_vfl_dn_1: 0.4193 (0.4149)  loss_vfl_dn_2: 0.3980 (0.3978)  loss_vfl_dn_3: 0.3914 (0.3901)  loss_vfl_dn_4: 0.3887 (0.3873)  loss_vfl_dn_5: 0.3874 (0.3866)  time: 0.4621  data: 0.0140  max mem: 5653
Epoch: [15]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 17.6670 (17.6130)  loss_bbox: 0.1772 (0.1736)  loss_bbox_aux_0: 0.1826 (0.1870)  loss_bbox_aux_1: 0.1783 (0.1782)  loss_bbox_aux_2: 0.1828 (0.1757)  loss_bbox_aux_3: 0.1790 (0.1740)  loss_bbox_aux_4: 0.1766 (0.1735)  loss_bbox_aux_5: 0.2306 (0.2303)  loss_bbox_dn_0: 0.3094 (0.3163)  loss_bbox_dn_1: 0.2404 (0.2464)  loss_bbox_dn_2: 0.2222 (0.2252)  loss_bbox_dn_3: 0.2158 (0.2177)  loss_bbox_dn_4: 0.2138 (0.2160)  loss_bbox_dn_5: 0.2135 (0.2159)  loss_giou: 0.4805 (0.5162)  loss_giou_aux_0: 0.5313 (0.5422)  loss_giou_aux_1: 0.5119 (0.5256)  loss_giou_aux_2: 0.5015 (0.5204)  loss_giou_aux_3: 0.4918 (0.5174)  loss_giou_aux_4: 0.4818 (0.5163)  loss_giou_aux_5: 0.6045 (0.6163)  loss_giou_dn_0: 0.6461 (0.6471)  loss_giou_dn_1: 0.5443 (0.5434)  loss_giou_dn_2: 0.5123 (0.5162)  loss_giou_dn_3: 0.5026 (0.5076)  loss_giou_dn_4: 0.5020 (0.5055)  loss_giou_dn_5: 0.5016 (0.5057)  loss_vfl: 0.7409 (0.7277)  loss_vfl_aux_0: 0.8704 (0.8615)  loss_vfl_aux_1: 0.8473 (0.8043)  loss_vfl_aux_2: 0.7748 (0.7592)  loss_vfl_aux_3: 0.7549 (0.7387)  loss_vfl_aux_4: 0.7443 (0.7307)  loss_vfl_aux_5: 0.8393 (0.8314)  loss_vfl_dn_0: 0.4732 (0.4733)  loss_vfl_dn_1: 0.4242 (0.4149)  loss_vfl_dn_2: 0.4079 (0.3978)  loss_vfl_dn_3: 0.4026 (0.3901)  loss_vfl_dn_4: 0.4005 (0.3873)  loss_vfl_dn_5: 0.3990 (0.3866)  time: 0.4795  data: 0.0143  max mem: 5653
Epoch: [15]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 17.5940 (17.6123)  loss_bbox: 0.1651 (0.1735)  loss_bbox_aux_0: 0.1820 (0.1870)  loss_bbox_aux_1: 0.1694 (0.1782)  loss_bbox_aux_2: 0.1714 (0.1757)  loss_bbox_aux_3: 0.1646 (0.1739)  loss_bbox_aux_4: 0.1652 (0.1735)  loss_bbox_aux_5: 0.2258 (0.2302)  loss_bbox_dn_0: 0.3104 (0.3162)  loss_bbox_dn_1: 0.2402 (0.2464)  loss_bbox_dn_2: 0.2313 (0.2252)  loss_bbox_dn_3: 0.2241 (0.2177)  loss_bbox_dn_4: 0.2233 (0.2159)  loss_bbox_dn_5: 0.2233 (0.2159)  loss_giou: 0.5165 (0.5161)  loss_giou_aux_0: 0.5182 (0.5421)  loss_giou_aux_1: 0.5234 (0.5255)  loss_giou_aux_2: 0.5107 (0.5203)  loss_giou_aux_3: 0.5028 (0.5173)  loss_giou_aux_4: 0.5105 (0.5162)  loss_giou_aux_5: 0.5898 (0.6162)  loss_giou_dn_0: 0.6481 (0.6469)  loss_giou_dn_1: 0.5358 (0.5432)  loss_giou_dn_2: 0.5011 (0.5161)  loss_giou_dn_3: 0.4954 (0.5075)  loss_giou_dn_4: 0.4934 (0.5054)  loss_giou_dn_5: 0.4934 (0.5056)  loss_vfl: 0.7478 (0.7279)  loss_vfl_aux_0: 0.8557 (0.8615)  loss_vfl_aux_1: 0.8343 (0.8044)  loss_vfl_aux_2: 0.7725 (0.7593)  loss_vfl_aux_3: 0.7635 (0.7388)  loss_vfl_aux_4: 0.7655 (0.7309)  loss_vfl_aux_5: 0.8285 (0.8316)  loss_vfl_dn_0: 0.4737 (0.4733)  loss_vfl_dn_1: 0.4132 (0.4149)  loss_vfl_dn_2: 0.3967 (0.3978)  loss_vfl_dn_3: 0.3889 (0.3901)  loss_vfl_dn_4: 0.3871 (0.3873)  loss_vfl_dn_5: 0.3866 (0.3866)  time: 0.4831  data: 0.0141  max mem: 5653
Epoch: [15]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 17.2209 (17.6106)  loss_bbox: 0.1580 (0.1735)  loss_bbox_aux_0: 0.1788 (0.1870)  loss_bbox_aux_1: 0.1627 (0.1782)  loss_bbox_aux_2: 0.1607 (0.1757)  loss_bbox_aux_3: 0.1558 (0.1739)  loss_bbox_aux_4: 0.1582 (0.1735)  loss_bbox_aux_5: 0.2147 (0.2303)  loss_bbox_dn_0: 0.2859 (0.3163)  loss_bbox_dn_1: 0.2178 (0.2464)  loss_bbox_dn_2: 0.1943 (0.2252)  loss_bbox_dn_3: 0.1902 (0.2177)  loss_bbox_dn_4: 0.1878 (0.2159)  loss_bbox_dn_5: 0.1877 (0.2159)  loss_giou: 0.5044 (0.5159)  loss_giou_aux_0: 0.5152 (0.5419)  loss_giou_aux_1: 0.5038 (0.5252)  loss_giou_aux_2: 0.5060 (0.5201)  loss_giou_aux_3: 0.4992 (0.5171)  loss_giou_aux_4: 0.5041 (0.5159)  loss_giou_aux_5: 0.5885 (0.6159)  loss_giou_dn_0: 0.6410 (0.6467)  loss_giou_dn_1: 0.5304 (0.5430)  loss_giou_dn_2: 0.5032 (0.5159)  loss_giou_dn_3: 0.4938 (0.5073)  loss_giou_dn_4: 0.4930 (0.5052)  loss_giou_dn_5: 0.4931 (0.5054)  loss_vfl: 0.6857 (0.7281)  loss_vfl_aux_0: 0.8420 (0.8617)  loss_vfl_aux_1: 0.7732 (0.8046)  loss_vfl_aux_2: 0.7334 (0.7594)  loss_vfl_aux_3: 0.7070 (0.7389)  loss_vfl_aux_4: 0.6897 (0.7311)  loss_vfl_aux_5: 0.8337 (0.8319)  loss_vfl_dn_0: 0.4748 (0.4734)  loss_vfl_dn_1: 0.4097 (0.4149)  loss_vfl_dn_2: 0.3926 (0.3978)  loss_vfl_dn_3: 0.3835 (0.3901)  loss_vfl_dn_4: 0.3838 (0.3872)  loss_vfl_dn_5: 0.3826 (0.3865)  time: 0.4714  data: 0.0145  max mem: 5653
Epoch: [15] Total time: 0:58:56 (0.4783 s / it)
Averaged stats: lr: 0.000010  loss: 17.2209 (17.6106)  loss_bbox: 0.1580 (0.1735)  loss_bbox_aux_0: 0.1788 (0.1870)  loss_bbox_aux_1: 0.1627 (0.1782)  loss_bbox_aux_2: 0.1607 (0.1757)  loss_bbox_aux_3: 0.1558 (0.1739)  loss_bbox_aux_4: 0.1582 (0.1735)  loss_bbox_aux_5: 0.2147 (0.2303)  loss_bbox_dn_0: 0.2859 (0.3163)  loss_bbox_dn_1: 0.2178 (0.2464)  loss_bbox_dn_2: 0.1943 (0.2252)  loss_bbox_dn_3: 0.1902 (0.2177)  loss_bbox_dn_4: 0.1878 (0.2159)  loss_bbox_dn_5: 0.1877 (0.2159)  loss_giou: 0.5044 (0.5159)  loss_giou_aux_0: 0.5152 (0.5419)  loss_giou_aux_1: 0.5038 (0.5252)  loss_giou_aux_2: 0.5060 (0.5201)  loss_giou_aux_3: 0.4992 (0.5171)  loss_giou_aux_4: 0.5041 (0.5159)  loss_giou_aux_5: 0.5885 (0.6159)  loss_giou_dn_0: 0.6410 (0.6467)  loss_giou_dn_1: 0.5304 (0.5430)  loss_giou_dn_2: 0.5032 (0.5159)  loss_giou_dn_3: 0.4938 (0.5073)  loss_giou_dn_4: 0.4930 (0.5052)  loss_giou_dn_5: 0.4931 (0.5054)  loss_vfl: 0.6857 (0.7281)  loss_vfl_aux_0: 0.8420 (0.8617)  loss_vfl_aux_1: 0.7732 (0.8046)  loss_vfl_aux_2: 0.7334 (0.7594)  loss_vfl_aux_3: 0.7070 (0.7389)  loss_vfl_aux_4: 0.6897 (0.7311)  loss_vfl_aux_5: 0.8337 (0.8319)  loss_vfl_dn_0: 0.4748 (0.4734)  loss_vfl_dn_1: 0.4097 (0.4149)  loss_vfl_dn_2: 0.3926 (0.3978)  loss_vfl_dn_3: 0.3835 (0.3901)  loss_vfl_dn_4: 0.3838 (0.3872)  loss_vfl_dn_5: 0.3826 (0.3865)
Test:  [  0/157]  eta: 0:03:52    time: 1.4833  data: 1.0901  max mem: 5653
Test:  [ 10/157]  eta: 0:01:12    time: 0.4959  data: 0.1230  max mem: 5653
Test:  [ 20/157]  eta: 0:01:00    time: 0.3892  data: 0.0260  max mem: 5653
Test:  [ 30/157]  eta: 0:00:53    time: 0.3795  data: 0.0257  max mem: 5653
Test:  [ 40/157]  eta: 0:00:48    time: 0.3807  data: 0.0257  max mem: 5653
Test:  [ 50/157]  eta: 0:00:43    time: 0.3874  data: 0.0255  max mem: 5653
Test:  [ 60/157]  eta: 0:00:39    time: 0.3940  data: 0.0256  max mem: 5653
Test:  [ 70/157]  eta: 0:00:42    time: 0.6757  data: 0.0255  max mem: 5653
Test:  [ 80/157]  eta: 0:00:36    time: 0.6759  data: 0.0260  max mem: 5653
Test:  [ 90/157]  eta: 0:00:31    time: 0.3948  data: 0.0265  max mem: 5653
Test:  [100/157]  eta: 0:00:25    time: 0.3858  data: 0.0263  max mem: 5653
Test:  [110/157]  eta: 0:00:21    time: 0.3882  data: 0.0265  max mem: 5653
Test:  [120/157]  eta: 0:00:16    time: 0.3890  data: 0.0264  max mem: 5653
Test:  [130/157]  eta: 0:00:11    time: 0.3853  data: 0.0264  max mem: 5653
Test:  [140/157]  eta: 0:00:07    time: 0.3820  data: 0.0264  max mem: 5653
Test:  [150/157]  eta: 0:00:03    time: 0.3698  data: 0.0259  max mem: 5653
Test:  [156/157]  eta: 0:00:00    time: 0.3595  data: 0.0253  max mem: 5653
Test: Total time: 0:01:07 (0.4303 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=31.88s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.496
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.675
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.538
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.313
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.544
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.677
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.377
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.630
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.700
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.511
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.751
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.879
best_stat:  {'epoch': 15, 'coco_eval_bbox': 0.4959471319829407}
Epoch: [16]  [   0/7393]  eta: 1 day, 2:28:40  lr: 0.000010  loss: 17.3486 (17.3486)  loss_bbox: 0.3064 (0.3064)  loss_bbox_aux_0: 0.3105 (0.3105)  loss_bbox_aux_1: 0.3326 (0.3326)  loss_bbox_aux_2: 0.3364 (0.3364)  loss_bbox_aux_3: 0.3348 (0.3348)  loss_bbox_aux_4: 0.3081 (0.3081)  loss_bbox_aux_5: 0.3945 (0.3945)  loss_bbox_dn_0: 0.5195 (0.5195)  loss_bbox_dn_1: 0.3847 (0.3847)  loss_bbox_dn_2: 0.3481 (0.3481)  loss_bbox_dn_3: 0.3293 (0.3293)  loss_bbox_dn_4: 0.3236 (0.3236)  loss_bbox_dn_5: 0.3235 (0.3235)  loss_giou: 0.3735 (0.3735)  loss_giou_aux_0: 0.3218 (0.3218)  loss_giou_aux_1: 0.3298 (0.3298)  loss_giou_aux_2: 0.3926 (0.3926)  loss_giou_aux_3: 0.3868 (0.3868)  loss_giou_aux_4: 0.3741 (0.3741)  loss_giou_aux_5: 0.3770 (0.3770)  loss_giou_dn_0: 0.4595 (0.4595)  loss_giou_dn_1: 0.3580 (0.3580)  loss_giou_dn_2: 0.3337 (0.3337)  loss_giou_dn_3: 0.3229 (0.3229)  loss_giou_dn_4: 0.3173 (0.3173)  loss_giou_dn_5: 0.3174 (0.3174)  loss_vfl: 0.7415 (0.7415)  loss_vfl_aux_0: 1.0608 (1.0608)  loss_vfl_aux_1: 0.8877 (0.8877)  loss_vfl_aux_2: 0.7845 (0.7845)  loss_vfl_aux_3: 0.7087 (0.7087)  loss_vfl_aux_4: 0.7319 (0.7319)  loss_vfl_aux_5: 1.0103 (1.0103)  loss_vfl_dn_0: 0.4636 (0.4636)  loss_vfl_dn_1: 0.3719 (0.3719)  loss_vfl_dn_2: 0.3529 (0.3529)  loss_vfl_dn_3: 0.3446 (0.3446)  loss_vfl_dn_4: 0.3378 (0.3378)  loss_vfl_dn_5: 0.3359 (0.3359)  time: 12.8933  data: 1.1518  max mem: 5653
Epoch: [16]  [ 100/7393]  eta: 1:20:27  lr: 0.000010  loss: 17.4141 (17.6369)  loss_bbox: 0.1558 (0.1777)  loss_bbox_aux_0: 0.1859 (0.1933)  loss_bbox_aux_1: 0.1722 (0.1843)  loss_bbox_aux_2: 0.1667 (0.1813)  loss_bbox_aux_3: 0.1590 (0.1791)  loss_bbox_aux_4: 0.1517 (0.1778)  loss_bbox_aux_5: 0.2210 (0.2356)  loss_bbox_dn_0: 0.3002 (0.3285)  loss_bbox_dn_1: 0.2328 (0.2551)  loss_bbox_dn_2: 0.2061 (0.2328)  loss_bbox_dn_3: 0.2025 (0.2250)  loss_bbox_dn_4: 0.2049 (0.2231)  loss_bbox_dn_5: 0.2051 (0.2231)  loss_giou: 0.5063 (0.5024)  loss_giou_aux_0: 0.5352 (0.5278)  loss_giou_aux_1: 0.5156 (0.5100)  loss_giou_aux_2: 0.4988 (0.5069)  loss_giou_aux_3: 0.5036 (0.5046)  loss_giou_aux_4: 0.5040 (0.5020)  loss_giou_aux_5: 0.5944 (0.6025)  loss_giou_dn_0: 0.6336 (0.6400)  loss_giou_dn_1: 0.5255 (0.5358)  loss_giou_dn_2: 0.5027 (0.5083)  loss_giou_dn_3: 0.4951 (0.4990)  loss_giou_dn_4: 0.4927 (0.4967)  loss_giou_dn_5: 0.4925 (0.4968)  loss_vfl: 0.7229 (0.7401)  loss_vfl_aux_0: 0.8533 (0.8707)  loss_vfl_aux_1: 0.7832 (0.8135)  loss_vfl_aux_2: 0.7312 (0.7728)  loss_vfl_aux_3: 0.7232 (0.7473)  loss_vfl_aux_4: 0.7154 (0.7448)  loss_vfl_aux_5: 0.8188 (0.8401)  loss_vfl_dn_0: 0.4687 (0.4763)  loss_vfl_dn_1: 0.4113 (0.4165)  loss_vfl_dn_2: 0.3979 (0.3987)  loss_vfl_dn_3: 0.3893 (0.3912)  loss_vfl_dn_4: 0.3868 (0.3880)  loss_vfl_dn_5: 0.3862 (0.3874)  time: 0.4777  data: 0.0151  max mem: 5653
Epoch: [16]  [ 200/7393]  eta: 1:08:22  lr: 0.000010  loss: 17.9071 (17.6818)  loss_bbox: 0.1605 (0.1739)  loss_bbox_aux_0: 0.1686 (0.1889)  loss_bbox_aux_1: 0.1692 (0.1806)  loss_bbox_aux_2: 0.1599 (0.1767)  loss_bbox_aux_3: 0.1649 (0.1746)  loss_bbox_aux_4: 0.1594 (0.1733)  loss_bbox_aux_5: 0.2078 (0.2313)  loss_bbox_dn_0: 0.3026 (0.3180)  loss_bbox_dn_1: 0.2394 (0.2468)  loss_bbox_dn_2: 0.2200 (0.2249)  loss_bbox_dn_3: 0.2129 (0.2174)  loss_bbox_dn_4: 0.2101 (0.2154)  loss_bbox_dn_5: 0.2104 (0.2154)  loss_giou: 0.5066 (0.5178)  loss_giou_aux_0: 0.5445 (0.5428)  loss_giou_aux_1: 0.5260 (0.5258)  loss_giou_aux_2: 0.5213 (0.5221)  loss_giou_aux_3: 0.5091 (0.5194)  loss_giou_aux_4: 0.5102 (0.5175)  loss_giou_aux_5: 0.6205 (0.6160)  loss_giou_dn_0: 0.6700 (0.6481)  loss_giou_dn_1: 0.5581 (0.5440)  loss_giou_dn_2: 0.5304 (0.5164)  loss_giou_dn_3: 0.5266 (0.5076)  loss_giou_dn_4: 0.5264 (0.5053)  loss_giou_dn_5: 0.5265 (0.5054)  loss_vfl: 0.7243 (0.7352)  loss_vfl_aux_0: 0.8730 (0.8672)  loss_vfl_aux_1: 0.8156 (0.8106)  loss_vfl_aux_2: 0.7803 (0.7673)  loss_vfl_aux_3: 0.7468 (0.7446)  loss_vfl_aux_4: 0.7290 (0.7393)  loss_vfl_aux_5: 0.8616 (0.8382)  loss_vfl_dn_0: 0.4729 (0.4746)  loss_vfl_dn_1: 0.4157 (0.4161)  loss_vfl_dn_2: 0.4000 (0.3985)  loss_vfl_dn_3: 0.3911 (0.3908)  loss_vfl_dn_4: 0.3876 (0.3874)  loss_vfl_dn_5: 0.3862 (0.3866)  time: 0.4870  data: 0.0151  max mem: 5653
Epoch: [16]  [ 300/7393]  eta: 1:03:45  lr: 0.000010  loss: 17.7293 (17.6603)  loss_bbox: 0.1631 (0.1731)  loss_bbox_aux_0: 0.1841 (0.1884)  loss_bbox_aux_1: 0.1726 (0.1789)  loss_bbox_aux_2: 0.1714 (0.1758)  loss_bbox_aux_3: 0.1644 (0.1736)  loss_bbox_aux_4: 0.1727 (0.1728)  loss_bbox_aux_5: 0.2218 (0.2306)  loss_bbox_dn_0: 0.3180 (0.3176)  loss_bbox_dn_1: 0.2538 (0.2469)  loss_bbox_dn_2: 0.2276 (0.2255)  loss_bbox_dn_3: 0.2198 (0.2180)  loss_bbox_dn_4: 0.2145 (0.2160)  loss_bbox_dn_5: 0.2144 (0.2160)  loss_giou: 0.4943 (0.5171)  loss_giou_aux_0: 0.5249 (0.5428)  loss_giou_aux_1: 0.5034 (0.5250)  loss_giou_aux_2: 0.4961 (0.5216)  loss_giou_aux_3: 0.4884 (0.5186)  loss_giou_aux_4: 0.4983 (0.5175)  loss_giou_aux_5: 0.5950 (0.6149)  loss_giou_dn_0: 0.6392 (0.6478)  loss_giou_dn_1: 0.5345 (0.5445)  loss_giou_dn_2: 0.5102 (0.5172)  loss_giou_dn_3: 0.5041 (0.5086)  loss_giou_dn_4: 0.5026 (0.5062)  loss_giou_dn_5: 0.5026 (0.5064)  loss_vfl: 0.7319 (0.7335)  loss_vfl_aux_0: 0.8750 (0.8641)  loss_vfl_aux_1: 0.7858 (0.8096)  loss_vfl_aux_2: 0.7584 (0.7644)  loss_vfl_aux_3: 0.7606 (0.7444)  loss_vfl_aux_4: 0.7304 (0.7369)  loss_vfl_aux_5: 0.8166 (0.8369)  loss_vfl_dn_0: 0.4713 (0.4733)  loss_vfl_dn_1: 0.4162 (0.4153)  loss_vfl_dn_2: 0.3995 (0.3978)  loss_vfl_dn_3: 0.3949 (0.3900)  loss_vfl_dn_4: 0.3930 (0.3868)  loss_vfl_dn_5: 0.3911 (0.3860)  time: 0.4856  data: 0.0154  max mem: 5653
Epoch: [16]  [ 400/7393]  eta: 1:01:06  lr: 0.000010  loss: 17.8555 (17.6386)  loss_bbox: 0.1695 (0.1723)  loss_bbox_aux_0: 0.1853 (0.1879)  loss_bbox_aux_1: 0.1739 (0.1777)  loss_bbox_aux_2: 0.1649 (0.1748)  loss_bbox_aux_3: 0.1648 (0.1728)  loss_bbox_aux_4: 0.1682 (0.1720)  loss_bbox_aux_5: 0.2295 (0.2295)  loss_bbox_dn_0: 0.3022 (0.3167)  loss_bbox_dn_1: 0.2390 (0.2464)  loss_bbox_dn_2: 0.2205 (0.2251)  loss_bbox_dn_3: 0.2154 (0.2176)  loss_bbox_dn_4: 0.2139 (0.2158)  loss_bbox_dn_5: 0.2137 (0.2158)  loss_giou: 0.5327 (0.5175)  loss_giou_aux_0: 0.5848 (0.5441)  loss_giou_aux_1: 0.5509 (0.5260)  loss_giou_aux_2: 0.5488 (0.5224)  loss_giou_aux_3: 0.5228 (0.5188)  loss_giou_aux_4: 0.5329 (0.5176)  loss_giou_aux_5: 0.6571 (0.6159)  loss_giou_dn_0: 0.6944 (0.6485)  loss_giou_dn_1: 0.5844 (0.5451)  loss_giou_dn_2: 0.5661 (0.5178)  loss_giou_dn_3: 0.5565 (0.5092)  loss_giou_dn_4: 0.5535 (0.5069)  loss_giou_dn_5: 0.5535 (0.5070)  loss_vfl: 0.7138 (0.7313)  loss_vfl_aux_0: 0.8104 (0.8597)  loss_vfl_aux_1: 0.7977 (0.8060)  loss_vfl_aux_2: 0.7362 (0.7605)  loss_vfl_aux_3: 0.7340 (0.7435)  loss_vfl_aux_4: 0.7184 (0.7353)  loss_vfl_aux_5: 0.7866 (0.8342)  loss_vfl_dn_0: 0.4649 (0.4734)  loss_vfl_dn_1: 0.4094 (0.4147)  loss_vfl_dn_2: 0.3955 (0.3972)  loss_vfl_dn_3: 0.3859 (0.3896)  loss_vfl_dn_4: 0.3845 (0.3864)  loss_vfl_dn_5: 0.3824 (0.3856)  time: 0.4790  data: 0.0156  max mem: 5653
Epoch: [16]  [ 500/7393]  eta: 0:59:02  lr: 0.000010  loss: 17.3471 (17.5738)  loss_bbox: 0.1627 (0.1710)  loss_bbox_aux_0: 0.1687 (0.1862)  loss_bbox_aux_1: 0.1542 (0.1760)  loss_bbox_aux_2: 0.1545 (0.1729)  loss_bbox_aux_3: 0.1569 (0.1713)  loss_bbox_aux_4: 0.1511 (0.1707)  loss_bbox_aux_5: 0.1955 (0.2274)  loss_bbox_dn_0: 0.2854 (0.3129)  loss_bbox_dn_1: 0.2285 (0.2429)  loss_bbox_dn_2: 0.2082 (0.2220)  loss_bbox_dn_3: 0.1993 (0.2145)  loss_bbox_dn_4: 0.1995 (0.2127)  loss_bbox_dn_5: 0.1991 (0.2127)  loss_giou: 0.5201 (0.5159)  loss_giou_aux_0: 0.5434 (0.5422)  loss_giou_aux_1: 0.5258 (0.5241)  loss_giou_aux_2: 0.5215 (0.5203)  loss_giou_aux_3: 0.5190 (0.5169)  loss_giou_aux_4: 0.5215 (0.5160)  loss_giou_aux_5: 0.6222 (0.6149)  loss_giou_dn_0: 0.6426 (0.6468)  loss_giou_dn_1: 0.5398 (0.5428)  loss_giou_dn_2: 0.5162 (0.5158)  loss_giou_dn_3: 0.5140 (0.5071)  loss_giou_dn_4: 0.5117 (0.5048)  loss_giou_dn_5: 0.5119 (0.5050)  loss_vfl: 0.7232 (0.7296)  loss_vfl_aux_0: 0.8887 (0.8589)  loss_vfl_aux_1: 0.8058 (0.8052)  loss_vfl_aux_2: 0.7703 (0.7602)  loss_vfl_aux_3: 0.7318 (0.7417)  loss_vfl_aux_4: 0.7403 (0.7334)  loss_vfl_aux_5: 0.8411 (0.8327)  loss_vfl_dn_0: 0.4714 (0.4735)  loss_vfl_dn_1: 0.4192 (0.4146)  loss_vfl_dn_2: 0.4024 (0.3971)  loss_vfl_dn_3: 0.3969 (0.3894)  loss_vfl_dn_4: 0.3928 (0.3863)  loss_vfl_dn_5: 0.3919 (0.3855)  time: 0.4740  data: 0.0151  max mem: 5653
Epoch: [16]  [ 600/7393]  eta: 0:57:28  lr: 0.000010  loss: 17.6178 (17.5644)  loss_bbox: 0.1850 (0.1719)  loss_bbox_aux_0: 0.1985 (0.1869)  loss_bbox_aux_1: 0.1965 (0.1766)  loss_bbox_aux_2: 0.1835 (0.1737)  loss_bbox_aux_3: 0.1879 (0.1722)  loss_bbox_aux_4: 0.1850 (0.1716)  loss_bbox_aux_5: 0.2372 (0.2288)  loss_bbox_dn_0: 0.3298 (0.3151)  loss_bbox_dn_1: 0.2568 (0.2446)  loss_bbox_dn_2: 0.2338 (0.2234)  loss_bbox_dn_3: 0.2264 (0.2160)  loss_bbox_dn_4: 0.2231 (0.2142)  loss_bbox_dn_5: 0.2232 (0.2142)  loss_giou: 0.4981 (0.5142)  loss_giou_aux_0: 0.5250 (0.5404)  loss_giou_aux_1: 0.5131 (0.5228)  loss_giou_aux_2: 0.5104 (0.5185)  loss_giou_aux_3: 0.5009 (0.5152)  loss_giou_aux_4: 0.4945 (0.5141)  loss_giou_aux_5: 0.6049 (0.6134)  loss_giou_dn_0: 0.6417 (0.6452)  loss_giou_dn_1: 0.5428 (0.5411)  loss_giou_dn_2: 0.5126 (0.5141)  loss_giou_dn_3: 0.5018 (0.5054)  loss_giou_dn_4: 0.4989 (0.5032)  loss_giou_dn_5: 0.4993 (0.5033)  loss_vfl: 0.7092 (0.7284)  loss_vfl_aux_0: 0.8590 (0.8590)  loss_vfl_aux_1: 0.8012 (0.8049)  loss_vfl_aux_2: 0.7478 (0.7595)  loss_vfl_aux_3: 0.7223 (0.7404)  loss_vfl_aux_4: 0.7170 (0.7326)  loss_vfl_aux_5: 0.8409 (0.8336)  loss_vfl_dn_0: 0.4801 (0.4735)  loss_vfl_dn_1: 0.4210 (0.4147)  loss_vfl_dn_2: 0.3982 (0.3968)  loss_vfl_dn_3: 0.3927 (0.3892)  loss_vfl_dn_4: 0.3937 (0.3862)  loss_vfl_dn_5: 0.3927 (0.3854)  time: 0.4736  data: 0.0152  max mem: 5653
Epoch: [16]  [ 700/7393]  eta: 0:56:04  lr: 0.000010  loss: 17.5333 (17.5375)  loss_bbox: 0.1577 (0.1720)  loss_bbox_aux_0: 0.1761 (0.1868)  loss_bbox_aux_1: 0.1662 (0.1766)  loss_bbox_aux_2: 0.1651 (0.1739)  loss_bbox_aux_3: 0.1572 (0.1724)  loss_bbox_aux_4: 0.1601 (0.1717)  loss_bbox_aux_5: 0.2145 (0.2282)  loss_bbox_dn_0: 0.2857 (0.3156)  loss_bbox_dn_1: 0.2210 (0.2451)  loss_bbox_dn_2: 0.1983 (0.2238)  loss_bbox_dn_3: 0.1884 (0.2163)  loss_bbox_dn_4: 0.1870 (0.2146)  loss_bbox_dn_5: 0.1872 (0.2145)  loss_giou: 0.5117 (0.5117)  loss_giou_aux_0: 0.5098 (0.5380)  loss_giou_aux_1: 0.5182 (0.5200)  loss_giou_aux_2: 0.5252 (0.5158)  loss_giou_aux_3: 0.5277 (0.5125)  loss_giou_aux_4: 0.5189 (0.5117)  loss_giou_aux_5: 0.5800 (0.6110)  loss_giou_dn_0: 0.6297 (0.6433)  loss_giou_dn_1: 0.5120 (0.5393)  loss_giou_dn_2: 0.4733 (0.5122)  loss_giou_dn_3: 0.4654 (0.5036)  loss_giou_dn_4: 0.4651 (0.5014)  loss_giou_dn_5: 0.4661 (0.5015)  loss_vfl: 0.7083 (0.7284)  loss_vfl_aux_0: 0.8412 (0.8603)  loss_vfl_aux_1: 0.7798 (0.8055)  loss_vfl_aux_2: 0.7305 (0.7597)  loss_vfl_aux_3: 0.7137 (0.7411)  loss_vfl_aux_4: 0.7019 (0.7326)  loss_vfl_aux_5: 0.7939 (0.8339)  loss_vfl_dn_0: 0.4707 (0.4731)  loss_vfl_dn_1: 0.4138 (0.4141)  loss_vfl_dn_2: 0.3957 (0.3962)  loss_vfl_dn_3: 0.3845 (0.3886)  loss_vfl_dn_4: 0.3824 (0.3857)  loss_vfl_dn_5: 0.3805 (0.3848)  time: 0.4707  data: 0.0145  max mem: 5653
Epoch: [16]  [ 800/7393]  eta: 0:54:52  lr: 0.000010  loss: 17.2483 (17.5402)  loss_bbox: 0.1847 (0.1717)  loss_bbox_aux_0: 0.2022 (0.1865)  loss_bbox_aux_1: 0.1856 (0.1765)  loss_bbox_aux_2: 0.1898 (0.1737)  loss_bbox_aux_3: 0.1853 (0.1723)  loss_bbox_aux_4: 0.1826 (0.1715)  loss_bbox_aux_5: 0.2279 (0.2277)  loss_bbox_dn_0: 0.3064 (0.3153)  loss_bbox_dn_1: 0.2372 (0.2448)  loss_bbox_dn_2: 0.2152 (0.2237)  loss_bbox_dn_3: 0.2140 (0.2162)  loss_bbox_dn_4: 0.2133 (0.2144)  loss_bbox_dn_5: 0.2133 (0.2144)  loss_giou: 0.5418 (0.5131)  loss_giou_aux_0: 0.5599 (0.5391)  loss_giou_aux_1: 0.5458 (0.5214)  loss_giou_aux_2: 0.5488 (0.5173)  loss_giou_aux_3: 0.5434 (0.5140)  loss_giou_aux_4: 0.5414 (0.5131)  loss_giou_aux_5: 0.6192 (0.6123)  loss_giou_dn_0: 0.6311 (0.6430)  loss_giou_dn_1: 0.5303 (0.5393)  loss_giou_dn_2: 0.5155 (0.5124)  loss_giou_dn_3: 0.5098 (0.5038)  loss_giou_dn_4: 0.5083 (0.5016)  loss_giou_dn_5: 0.5086 (0.5017)  loss_vfl: 0.6688 (0.7274)  loss_vfl_aux_0: 0.8147 (0.8606)  loss_vfl_aux_1: 0.7743 (0.8054)  loss_vfl_aux_2: 0.7032 (0.7588)  loss_vfl_aux_3: 0.6762 (0.7396)  loss_vfl_aux_4: 0.6746 (0.7313)  loss_vfl_aux_5: 0.8203 (0.8331)  loss_vfl_dn_0: 0.4661 (0.4734)  loss_vfl_dn_1: 0.4106 (0.4141)  loss_vfl_dn_2: 0.3933 (0.3963)  loss_vfl_dn_3: 0.3858 (0.3886)  loss_vfl_dn_4: 0.3833 (0.3857)  loss_vfl_dn_5: 0.3824 (0.3849)  time: 0.4591  data: 0.0158  max mem: 5653
Epoch: [16]  [ 900/7393]  eta: 0:53:44  lr: 0.000010  loss: 17.2527 (17.5346)  loss_bbox: 0.1659 (0.1723)  loss_bbox_aux_0: 0.1790 (0.1872)  loss_bbox_aux_1: 0.1699 (0.1771)  loss_bbox_aux_2: 0.1667 (0.1743)  loss_bbox_aux_3: 0.1669 (0.1728)  loss_bbox_aux_4: 0.1699 (0.1722)  loss_bbox_aux_5: 0.2131 (0.2284)  loss_bbox_dn_0: 0.2679 (0.3162)  loss_bbox_dn_1: 0.2161 (0.2456)  loss_bbox_dn_2: 0.1954 (0.2243)  loss_bbox_dn_3: 0.1894 (0.2168)  loss_bbox_dn_4: 0.1890 (0.2150)  loss_bbox_dn_5: 0.1889 (0.2150)  loss_giou: 0.5287 (0.5122)  loss_giou_aux_0: 0.5475 (0.5386)  loss_giou_aux_1: 0.5395 (0.5207)  loss_giou_aux_2: 0.5259 (0.5162)  loss_giou_aux_3: 0.5188 (0.5132)  loss_giou_aux_4: 0.5254 (0.5123)  loss_giou_aux_5: 0.6089 (0.6117)  loss_giou_dn_0: 0.6513 (0.6427)  loss_giou_dn_1: 0.5597 (0.5389)  loss_giou_dn_2: 0.5280 (0.5119)  loss_giou_dn_3: 0.5201 (0.5032)  loss_giou_dn_4: 0.5175 (0.5010)  loss_giou_dn_5: 0.5173 (0.5011)  loss_vfl: 0.7101 (0.7268)  loss_vfl_aux_0: 0.8388 (0.8597)  loss_vfl_aux_1: 0.8100 (0.8044)  loss_vfl_aux_2: 0.7533 (0.7584)  loss_vfl_aux_3: 0.7182 (0.7388)  loss_vfl_aux_4: 0.7231 (0.7307)  loss_vfl_aux_5: 0.7870 (0.8322)  loss_vfl_dn_0: 0.4723 (0.4737)  loss_vfl_dn_1: 0.4118 (0.4141)  loss_vfl_dn_2: 0.3937 (0.3961)  loss_vfl_dn_3: 0.3858 (0.3885)  loss_vfl_dn_4: 0.3863 (0.3857)  loss_vfl_dn_5: 0.3842 (0.3848)  time: 0.4835  data: 0.0155  max mem: 5653
Epoch: [16]  [1000/7393]  eta: 0:52:37  lr: 0.000010  loss: 17.5466 (17.5324)  loss_bbox: 0.1560 (0.1719)  loss_bbox_aux_0: 0.1783 (0.1867)  loss_bbox_aux_1: 0.1779 (0.1767)  loss_bbox_aux_2: 0.1732 (0.1740)  loss_bbox_aux_3: 0.1595 (0.1724)  loss_bbox_aux_4: 0.1568 (0.1718)  loss_bbox_aux_5: 0.2124 (0.2283)  loss_bbox_dn_0: 0.3088 (0.3162)  loss_bbox_dn_1: 0.2392 (0.2455)  loss_bbox_dn_2: 0.2144 (0.2241)  loss_bbox_dn_3: 0.2002 (0.2165)  loss_bbox_dn_4: 0.1959 (0.2148)  loss_bbox_dn_5: 0.1956 (0.2147)  loss_giou: 0.5064 (0.5115)  loss_giou_aux_0: 0.5464 (0.5381)  loss_giou_aux_1: 0.5136 (0.5202)  loss_giou_aux_2: 0.5131 (0.5157)  loss_giou_aux_3: 0.5114 (0.5124)  loss_giou_aux_4: 0.5080 (0.5116)  loss_giou_aux_5: 0.6094 (0.6116)  loss_giou_dn_0: 0.6515 (0.6429)  loss_giou_dn_1: 0.5437 (0.5391)  loss_giou_dn_2: 0.5191 (0.5120)  loss_giou_dn_3: 0.5089 (0.5033)  loss_giou_dn_4: 0.5059 (0.5011)  loss_giou_dn_5: 0.5062 (0.5012)  loss_vfl: 0.7271 (0.7274)  loss_vfl_aux_0: 0.8350 (0.8602)  loss_vfl_aux_1: 0.7794 (0.8053)  loss_vfl_aux_2: 0.7478 (0.7590)  loss_vfl_aux_3: 0.7401 (0.7397)  loss_vfl_aux_4: 0.7273 (0.7310)  loss_vfl_aux_5: 0.8179 (0.8323)  loss_vfl_dn_0: 0.4705 (0.4736)  loss_vfl_dn_1: 0.4140 (0.4141)  loss_vfl_dn_2: 0.3935 (0.3963)  loss_vfl_dn_3: 0.3869 (0.3886)  loss_vfl_dn_4: 0.3845 (0.3857)  loss_vfl_dn_5: 0.3840 (0.3849)  time: 0.4698  data: 0.0158  max mem: 5653
Epoch: [16]  [1100/7393]  eta: 0:51:33  lr: 0.000010  loss: 17.3440 (17.5558)  loss_bbox: 0.1769 (0.1724)  loss_bbox_aux_0: 0.1943 (0.1871)  loss_bbox_aux_1: 0.1914 (0.1772)  loss_bbox_aux_2: 0.1810 (0.1746)  loss_bbox_aux_3: 0.1688 (0.1728)  loss_bbox_aux_4: 0.1769 (0.1723)  loss_bbox_aux_5: 0.2379 (0.2286)  loss_bbox_dn_0: 0.3140 (0.3159)  loss_bbox_dn_1: 0.2456 (0.2454)  loss_bbox_dn_2: 0.2218 (0.2239)  loss_bbox_dn_3: 0.2153 (0.2164)  loss_bbox_dn_4: 0.2139 (0.2146)  loss_bbox_dn_5: 0.2139 (0.2146)  loss_giou: 0.5325 (0.5140)  loss_giou_aux_0: 0.5781 (0.5408)  loss_giou_aux_1: 0.5561 (0.5229)  loss_giou_aux_2: 0.5449 (0.5184)  loss_giou_aux_3: 0.5249 (0.5147)  loss_giou_aux_4: 0.5250 (0.5141)  loss_giou_aux_5: 0.6415 (0.6141)  loss_giou_dn_0: 0.6407 (0.6441)  loss_giou_dn_1: 0.5302 (0.5402)  loss_giou_dn_2: 0.5023 (0.5129)  loss_giou_dn_3: 0.4900 (0.5042)  loss_giou_dn_4: 0.4877 (0.5020)  loss_giou_dn_5: 0.4878 (0.5021)  loss_vfl: 0.7177 (0.7274)  loss_vfl_aux_0: 0.8027 (0.8587)  loss_vfl_aux_1: 0.7749 (0.8045)  loss_vfl_aux_2: 0.7393 (0.7584)  loss_vfl_aux_3: 0.7307 (0.7399)  loss_vfl_aux_4: 0.7095 (0.7310)  loss_vfl_aux_5: 0.7844 (0.8307)  loss_vfl_dn_0: 0.4670 (0.4736)  loss_vfl_dn_1: 0.4122 (0.4143)  loss_vfl_dn_2: 0.3934 (0.3966)  loss_vfl_dn_3: 0.3862 (0.3890)  loss_vfl_dn_4: 0.3812 (0.3861)  loss_vfl_dn_5: 0.3813 (0.3853)  time: 0.4713  data: 0.0148  max mem: 5653
Epoch: [16]  [1200/7393]  eta: 0:51:08  lr: 0.000010  loss: 17.4476 (17.5616)  loss_bbox: 0.1572 (0.1728)  loss_bbox_aux_0: 0.1800 (0.1871)  loss_bbox_aux_1: 0.1654 (0.1774)  loss_bbox_aux_2: 0.1581 (0.1749)  loss_bbox_aux_3: 0.1601 (0.1732)  loss_bbox_aux_4: 0.1575 (0.1727)  loss_bbox_aux_5: 0.2117 (0.2289)  loss_bbox_dn_0: 0.2971 (0.3162)  loss_bbox_dn_1: 0.2258 (0.2457)  loss_bbox_dn_2: 0.2054 (0.2242)  loss_bbox_dn_3: 0.2039 (0.2167)  loss_bbox_dn_4: 0.2011 (0.2149)  loss_bbox_dn_5: 0.2010 (0.2149)  loss_giou: 0.5185 (0.5133)  loss_giou_aux_0: 0.5580 (0.5402)  loss_giou_aux_1: 0.5248 (0.5222)  loss_giou_aux_2: 0.5180 (0.5178)  loss_giou_aux_3: 0.5141 (0.5141)  loss_giou_aux_4: 0.5218 (0.5135)  loss_giou_aux_5: 0.6220 (0.6135)  loss_giou_dn_0: 0.6593 (0.6444)  loss_giou_dn_1: 0.5550 (0.5404)  loss_giou_dn_2: 0.5185 (0.5130)  loss_giou_dn_3: 0.5111 (0.5042)  loss_giou_dn_4: 0.5074 (0.5021)  loss_giou_dn_5: 0.5072 (0.5022)  loss_vfl: 0.7341 (0.7281)  loss_vfl_aux_0: 0.8590 (0.8597)  loss_vfl_aux_1: 0.7891 (0.8052)  loss_vfl_aux_2: 0.7443 (0.7592)  loss_vfl_aux_3: 0.7319 (0.7403)  loss_vfl_aux_4: 0.7317 (0.7316)  loss_vfl_aux_5: 0.8360 (0.8310)  loss_vfl_dn_0: 0.4707 (0.4736)  loss_vfl_dn_1: 0.4218 (0.4145)  loss_vfl_dn_2: 0.4025 (0.3968)  loss_vfl_dn_3: 0.3922 (0.3892)  loss_vfl_dn_4: 0.3893 (0.3864)  loss_vfl_dn_5: 0.3891 (0.3855)  time: 0.4696  data: 0.0152  max mem: 5653
Epoch: [16]  [1300/7393]  eta: 0:50:06  lr: 0.000010  loss: 17.5696 (17.5468)  loss_bbox: 0.1512 (0.1728)  loss_bbox_aux_0: 0.1730 (0.1872)  loss_bbox_aux_1: 0.1601 (0.1775)  loss_bbox_aux_2: 0.1645 (0.1750)  loss_bbox_aux_3: 0.1538 (0.1732)  loss_bbox_aux_4: 0.1497 (0.1726)  loss_bbox_aux_5: 0.2162 (0.2293)  loss_bbox_dn_0: 0.2897 (0.3166)  loss_bbox_dn_1: 0.2101 (0.2459)  loss_bbox_dn_2: 0.1858 (0.2243)  loss_bbox_dn_3: 0.1779 (0.2168)  loss_bbox_dn_4: 0.1768 (0.2150)  loss_bbox_dn_5: 0.1766 (0.2150)  loss_giou: 0.5029 (0.5123)  loss_giou_aux_0: 0.5272 (0.5392)  loss_giou_aux_1: 0.5120 (0.5212)  loss_giou_aux_2: 0.5158 (0.5167)  loss_giou_aux_3: 0.4970 (0.5131)  loss_giou_aux_4: 0.4960 (0.5124)  loss_giou_aux_5: 0.6077 (0.6123)  loss_giou_dn_0: 0.6480 (0.6435)  loss_giou_dn_1: 0.5453 (0.5395)  loss_giou_dn_2: 0.5146 (0.5122)  loss_giou_dn_3: 0.5078 (0.5034)  loss_giou_dn_4: 0.5050 (0.5013)  loss_giou_dn_5: 0.5047 (0.5014)  loss_vfl: 0.7094 (0.7278)  loss_vfl_aux_0: 0.8384 (0.8594)  loss_vfl_aux_1: 0.7821 (0.8047)  loss_vfl_aux_2: 0.7344 (0.7587)  loss_vfl_aux_3: 0.7166 (0.7399)  loss_vfl_aux_4: 0.7068 (0.7314)  loss_vfl_aux_5: 0.7989 (0.8304)  loss_vfl_dn_0: 0.4718 (0.4735)  loss_vfl_dn_1: 0.4170 (0.4143)  loss_vfl_dn_2: 0.3946 (0.3966)  loss_vfl_dn_3: 0.3873 (0.3890)  loss_vfl_dn_4: 0.3888 (0.3861)  loss_vfl_dn_5: 0.3897 (0.3853)  time: 0.4729  data: 0.0145  max mem: 5653
Epoch: [16]  [1400/7393]  eta: 0:49:09  lr: 0.000010  loss: 17.8735 (17.5384)  loss_bbox: 0.1528 (0.1727)  loss_bbox_aux_0: 0.1682 (0.1872)  loss_bbox_aux_1: 0.1500 (0.1773)  loss_bbox_aux_2: 0.1468 (0.1748)  loss_bbox_aux_3: 0.1525 (0.1730)  loss_bbox_aux_4: 0.1538 (0.1725)  loss_bbox_aux_5: 0.2038 (0.2296)  loss_bbox_dn_0: 0.2699 (0.3164)  loss_bbox_dn_1: 0.2066 (0.2457)  loss_bbox_dn_2: 0.1840 (0.2242)  loss_bbox_dn_3: 0.1769 (0.2166)  loss_bbox_dn_4: 0.1745 (0.2148)  loss_bbox_dn_5: 0.1744 (0.2148)  loss_giou: 0.4967 (0.5116)  loss_giou_aux_0: 0.5169 (0.5387)  loss_giou_aux_1: 0.4938 (0.5206)  loss_giou_aux_2: 0.5050 (0.5162)  loss_giou_aux_3: 0.4968 (0.5125)  loss_giou_aux_4: 0.4994 (0.5118)  loss_giou_aux_5: 0.6043 (0.6123)  loss_giou_dn_0: 0.6460 (0.6428)  loss_giou_dn_1: 0.5436 (0.5388)  loss_giou_dn_2: 0.5139 (0.5115)  loss_giou_dn_3: 0.5022 (0.5027)  loss_giou_dn_4: 0.5021 (0.5006)  loss_giou_dn_5: 0.5021 (0.5007)  loss_vfl: 0.6944 (0.7277)  loss_vfl_aux_0: 0.8315 (0.8600)  loss_vfl_aux_1: 0.7828 (0.8056)  loss_vfl_aux_2: 0.7150 (0.7587)  loss_vfl_aux_3: 0.7009 (0.7398)  loss_vfl_aux_4: 0.6908 (0.7313)  loss_vfl_aux_5: 0.7854 (0.8302)  loss_vfl_dn_0: 0.4701 (0.4735)  loss_vfl_dn_1: 0.4129 (0.4142)  loss_vfl_dn_2: 0.3983 (0.3966)  loss_vfl_dn_3: 0.3891 (0.3889)  loss_vfl_dn_4: 0.3874 (0.3860)  loss_vfl_dn_5: 0.3875 (0.3852)  time: 0.4690  data: 0.0138  max mem: 5653
Epoch: [16]  [1500/7393]  eta: 0:48:10  lr: 0.000010  loss: 17.3712 (17.5327)  loss_bbox: 0.1660 (0.1726)  loss_bbox_aux_0: 0.1908 (0.1870)  loss_bbox_aux_1: 0.1749 (0.1772)  loss_bbox_aux_2: 0.1748 (0.1749)  loss_bbox_aux_3: 0.1648 (0.1730)  loss_bbox_aux_4: 0.1660 (0.1724)  loss_bbox_aux_5: 0.2202 (0.2291)  loss_bbox_dn_0: 0.3040 (0.3160)  loss_bbox_dn_1: 0.2443 (0.2455)  loss_bbox_dn_2: 0.2191 (0.2240)  loss_bbox_dn_3: 0.2085 (0.2164)  loss_bbox_dn_4: 0.2020 (0.2147)  loss_bbox_dn_5: 0.2021 (0.2147)  loss_giou: 0.5030 (0.5116)  loss_giou_aux_0: 0.5480 (0.5388)  loss_giou_aux_1: 0.5043 (0.5207)  loss_giou_aux_2: 0.5166 (0.5163)  loss_giou_aux_3: 0.5181 (0.5125)  loss_giou_aux_4: 0.5108 (0.5117)  loss_giou_aux_5: 0.6280 (0.6120)  loss_giou_dn_0: 0.6616 (0.6427)  loss_giou_dn_1: 0.5343 (0.5389)  loss_giou_dn_2: 0.5055 (0.5116)  loss_giou_dn_3: 0.5009 (0.5029)  loss_giou_dn_4: 0.5009 (0.5007)  loss_giou_dn_5: 0.5010 (0.5009)  loss_vfl: 0.7160 (0.7274)  loss_vfl_aux_0: 0.8485 (0.8589)  loss_vfl_aux_1: 0.7989 (0.8046)  loss_vfl_aux_2: 0.7531 (0.7581)  loss_vfl_aux_3: 0.7462 (0.7394)  loss_vfl_aux_4: 0.7313 (0.7311)  loss_vfl_aux_5: 0.8101 (0.8297)  loss_vfl_dn_0: 0.4715 (0.4734)  loss_vfl_dn_1: 0.4076 (0.4141)  loss_vfl_dn_2: 0.3937 (0.3966)  loss_vfl_dn_3: 0.3869 (0.3890)  loss_vfl_dn_4: 0.3853 (0.3861)  loss_vfl_dn_5: 0.3838 (0.3853)  time: 0.4751  data: 0.0141  max mem: 5653
Epoch: [16]  [1600/7393]  eta: 0:47:13  lr: 0.000010  loss: 18.2415 (17.5388)  loss_bbox: 0.1822 (0.1730)  loss_bbox_aux_0: 0.1975 (0.1872)  loss_bbox_aux_1: 0.1874 (0.1775)  loss_bbox_aux_2: 0.1816 (0.1753)  loss_bbox_aux_3: 0.1826 (0.1733)  loss_bbox_aux_4: 0.1823 (0.1728)  loss_bbox_aux_5: 0.2411 (0.2294)  loss_bbox_dn_0: 0.3092 (0.3162)  loss_bbox_dn_1: 0.2403 (0.2455)  loss_bbox_dn_2: 0.2173 (0.2240)  loss_bbox_dn_3: 0.2097 (0.2164)  loss_bbox_dn_4: 0.2105 (0.2147)  loss_bbox_dn_5: 0.2101 (0.2146)  loss_giou: 0.5644 (0.5126)  loss_giou_aux_0: 0.5896 (0.5395)  loss_giou_aux_1: 0.5720 (0.5215)  loss_giou_aux_2: 0.5777 (0.5172)  loss_giou_aux_3: 0.5606 (0.5134)  loss_giou_aux_4: 0.5606 (0.5127)  loss_giou_aux_5: 0.6523 (0.6127)  loss_giou_dn_0: 0.6738 (0.6429)  loss_giou_dn_1: 0.5715 (0.5391)  loss_giou_dn_2: 0.5469 (0.5118)  loss_giou_dn_3: 0.5476 (0.5031)  loss_giou_dn_4: 0.5458 (0.5009)  loss_giou_dn_5: 0.5458 (0.5010)  loss_vfl: 0.6969 (0.7268)  loss_vfl_aux_0: 0.8210 (0.8588)  loss_vfl_aux_1: 0.7625 (0.8044)  loss_vfl_aux_2: 0.7320 (0.7574)  loss_vfl_aux_3: 0.7054 (0.7388)  loss_vfl_aux_4: 0.7011 (0.7304)  loss_vfl_aux_5: 0.7891 (0.8297)  loss_vfl_dn_0: 0.4669 (0.4733)  loss_vfl_dn_1: 0.4111 (0.4140)  loss_vfl_dn_2: 0.3949 (0.3966)  loss_vfl_dn_3: 0.3869 (0.3890)  loss_vfl_dn_4: 0.3844 (0.3861)  loss_vfl_dn_5: 0.3831 (0.3853)  time: 0.4521  data: 0.0142  max mem: 5653
Epoch: [16]  [1700/7393]  eta: 0:46:18  lr: 0.000010  loss: 17.8223 (17.5291)  loss_bbox: 0.1547 (0.1730)  loss_bbox_aux_0: 0.1653 (0.1870)  loss_bbox_aux_1: 0.1621 (0.1774)  loss_bbox_aux_2: 0.1596 (0.1752)  loss_bbox_aux_3: 0.1535 (0.1732)  loss_bbox_aux_4: 0.1546 (0.1728)  loss_bbox_aux_5: 0.2134 (0.2292)  loss_bbox_dn_0: 0.2753 (0.3158)  loss_bbox_dn_1: 0.2145 (0.2452)  loss_bbox_dn_2: 0.1986 (0.2237)  loss_bbox_dn_3: 0.1946 (0.2161)  loss_bbox_dn_4: 0.1931 (0.2144)  loss_bbox_dn_5: 0.1932 (0.2144)  loss_giou: 0.5457 (0.5126)  loss_giou_aux_0: 0.5536 (0.5393)  loss_giou_aux_1: 0.5434 (0.5214)  loss_giou_aux_2: 0.5545 (0.5172)  loss_giou_aux_3: 0.5401 (0.5135)  loss_giou_aux_4: 0.5455 (0.5127)  loss_giou_aux_5: 0.6320 (0.6124)  loss_giou_dn_0: 0.6559 (0.6428)  loss_giou_dn_1: 0.5524 (0.5389)  loss_giou_dn_2: 0.5240 (0.5115)  loss_giou_dn_3: 0.5196 (0.5028)  loss_giou_dn_4: 0.5190 (0.5006)  loss_giou_dn_5: 0.5192 (0.5008)  loss_vfl: 0.6780 (0.7258)  loss_vfl_aux_0: 0.8316 (0.8583)  loss_vfl_aux_1: 0.7705 (0.8040)  loss_vfl_aux_2: 0.7084 (0.7566)  loss_vfl_aux_3: 0.6865 (0.7378)  loss_vfl_aux_4: 0.6791 (0.7294)  loss_vfl_aux_5: 0.7754 (0.8295)  loss_vfl_dn_0: 0.4755 (0.4733)  loss_vfl_dn_1: 0.4181 (0.4140)  loss_vfl_dn_2: 0.4002 (0.3965)  loss_vfl_dn_3: 0.3858 (0.3889)  loss_vfl_dn_4: 0.3810 (0.3860)  loss_vfl_dn_5: 0.3817 (0.3852)  time: 0.4821  data: 0.0142  max mem: 5653
Epoch: [16]  [1800/7393]  eta: 0:45:25  lr: 0.000010  loss: 17.3619 (17.5178)  loss_bbox: 0.1719 (0.1728)  loss_bbox_aux_0: 0.1871 (0.1867)  loss_bbox_aux_1: 0.1657 (0.1770)  loss_bbox_aux_2: 0.1756 (0.1749)  loss_bbox_aux_3: 0.1690 (0.1730)  loss_bbox_aux_4: 0.1719 (0.1726)  loss_bbox_aux_5: 0.2334 (0.2288)  loss_bbox_dn_0: 0.3068 (0.3151)  loss_bbox_dn_1: 0.2299 (0.2445)  loss_bbox_dn_2: 0.2077 (0.2230)  loss_bbox_dn_3: 0.1983 (0.2154)  loss_bbox_dn_4: 0.1926 (0.2137)  loss_bbox_dn_5: 0.1921 (0.2136)  loss_giou: 0.4923 (0.5128)  loss_giou_aux_0: 0.4884 (0.5394)  loss_giou_aux_1: 0.4738 (0.5216)  loss_giou_aux_2: 0.4752 (0.5174)  loss_giou_aux_3: 0.4915 (0.5137)  loss_giou_aux_4: 0.4936 (0.5129)  loss_giou_aux_5: 0.5457 (0.6122)  loss_giou_dn_0: 0.6465 (0.6428)  loss_giou_dn_1: 0.5411 (0.5390)  loss_giou_dn_2: 0.5089 (0.5117)  loss_giou_dn_3: 0.5012 (0.5029)  loss_giou_dn_4: 0.5003 (0.5008)  loss_giou_dn_5: 0.5002 (0.5009)  loss_vfl: 0.7206 (0.7247)  loss_vfl_aux_0: 0.8362 (0.8572)  loss_vfl_aux_1: 0.8088 (0.8030)  loss_vfl_aux_2: 0.7415 (0.7556)  loss_vfl_aux_3: 0.7303 (0.7368)  loss_vfl_aux_4: 0.7186 (0.7284)  loss_vfl_aux_5: 0.8056 (0.8291)  loss_vfl_dn_0: 0.4656 (0.4733)  loss_vfl_dn_1: 0.4084 (0.4139)  loss_vfl_dn_2: 0.3898 (0.3964)  loss_vfl_dn_3: 0.3815 (0.3888)  loss_vfl_dn_4: 0.3799 (0.3859)  loss_vfl_dn_5: 0.3805 (0.3852)  time: 0.4840  data: 0.0144  max mem: 5653
Epoch: [16]  [1900/7393]  eta: 0:44:30  lr: 0.000010  loss: 17.3396 (17.5187)  loss_bbox: 0.1778 (0.1726)  loss_bbox_aux_0: 0.1837 (0.1866)  loss_bbox_aux_1: 0.1781 (0.1769)  loss_bbox_aux_2: 0.1794 (0.1748)  loss_bbox_aux_3: 0.1793 (0.1729)  loss_bbox_aux_4: 0.1818 (0.1725)  loss_bbox_aux_5: 0.2185 (0.2288)  loss_bbox_dn_0: 0.2867 (0.3152)  loss_bbox_dn_1: 0.2246 (0.2446)  loss_bbox_dn_2: 0.2094 (0.2231)  loss_bbox_dn_3: 0.2032 (0.2155)  loss_bbox_dn_4: 0.2014 (0.2138)  loss_bbox_dn_5: 0.2015 (0.2137)  loss_giou: 0.4757 (0.5124)  loss_giou_aux_0: 0.4880 (0.5391)  loss_giou_aux_1: 0.4672 (0.5212)  loss_giou_aux_2: 0.4635 (0.5170)  loss_giou_aux_3: 0.4787 (0.5133)  loss_giou_aux_4: 0.4774 (0.5125)  loss_giou_aux_5: 0.5501 (0.6121)  loss_giou_dn_0: 0.6121 (0.6426)  loss_giou_dn_1: 0.5136 (0.5388)  loss_giou_dn_2: 0.4817 (0.5115)  loss_giou_dn_3: 0.4747 (0.5028)  loss_giou_dn_4: 0.4733 (0.5006)  loss_giou_dn_5: 0.4733 (0.5008)  loss_vfl: 0.6749 (0.7252)  loss_vfl_aux_0: 0.8244 (0.8579)  loss_vfl_aux_1: 0.7784 (0.8037)  loss_vfl_aux_2: 0.7199 (0.7563)  loss_vfl_aux_3: 0.6880 (0.7372)  loss_vfl_aux_4: 0.6750 (0.7287)  loss_vfl_aux_5: 0.8040 (0.8295)  loss_vfl_dn_0: 0.4692 (0.4735)  loss_vfl_dn_1: 0.4156 (0.4141)  loss_vfl_dn_2: 0.3963 (0.3966)  loss_vfl_dn_3: 0.3894 (0.3890)  loss_vfl_dn_4: 0.3867 (0.3861)  loss_vfl_dn_5: 0.3833 (0.3853)  time: 0.4585  data: 0.0144  max mem: 5653
Epoch: [16]  [2000/7393]  eta: 0:43:37  lr: 0.000010  loss: 17.6437 (17.5187)  loss_bbox: 0.1695 (0.1725)  loss_bbox_aux_0: 0.1763 (0.1864)  loss_bbox_aux_1: 0.1726 (0.1767)  loss_bbox_aux_2: 0.1727 (0.1747)  loss_bbox_aux_3: 0.1693 (0.1727)  loss_bbox_aux_4: 0.1695 (0.1724)  loss_bbox_aux_5: 0.2096 (0.2284)  loss_bbox_dn_0: 0.2728 (0.3149)  loss_bbox_dn_1: 0.2215 (0.2444)  loss_bbox_dn_2: 0.2006 (0.2230)  loss_bbox_dn_3: 0.1899 (0.2154)  loss_bbox_dn_4: 0.1871 (0.2137)  loss_bbox_dn_5: 0.1870 (0.2137)  loss_giou: 0.4926 (0.5124)  loss_giou_aux_0: 0.5099 (0.5390)  loss_giou_aux_1: 0.4849 (0.5211)  loss_giou_aux_2: 0.4947 (0.5170)  loss_giou_aux_3: 0.4981 (0.5134)  loss_giou_aux_4: 0.4908 (0.5125)  loss_giou_aux_5: 0.5742 (0.6120)  loss_giou_dn_0: 0.6382 (0.6429)  loss_giou_dn_1: 0.5386 (0.5390)  loss_giou_dn_2: 0.5122 (0.5117)  loss_giou_dn_3: 0.5031 (0.5029)  loss_giou_dn_4: 0.5024 (0.5008)  loss_giou_dn_5: 0.5024 (0.5010)  loss_vfl: 0.7252 (0.7255)  loss_vfl_aux_0: 0.8685 (0.8583)  loss_vfl_aux_1: 0.8006 (0.8038)  loss_vfl_aux_2: 0.7631 (0.7563)  loss_vfl_aux_3: 0.7268 (0.7373)  loss_vfl_aux_4: 0.7308 (0.7290)  loss_vfl_aux_5: 0.8564 (0.8297)  loss_vfl_dn_0: 0.4750 (0.4734)  loss_vfl_dn_1: 0.4146 (0.4141)  loss_vfl_dn_2: 0.4008 (0.3965)  loss_vfl_dn_3: 0.3940 (0.3889)  loss_vfl_dn_4: 0.3910 (0.3861)  loss_vfl_dn_5: 0.3874 (0.3853)  time: 0.4693  data: 0.0141  max mem: 5653
Epoch: [16]  [2100/7393]  eta: 0:42:45  lr: 0.000010  loss: 17.5792 (17.5236)  loss_bbox: 0.1641 (0.1723)  loss_bbox_aux_0: 0.1740 (0.1861)  loss_bbox_aux_1: 0.1689 (0.1765)  loss_bbox_aux_2: 0.1690 (0.1744)  loss_bbox_aux_3: 0.1640 (0.1726)  loss_bbox_aux_4: 0.1642 (0.1722)  loss_bbox_aux_5: 0.2229 (0.2281)  loss_bbox_dn_0: 0.3187 (0.3144)  loss_bbox_dn_1: 0.2384 (0.2439)  loss_bbox_dn_2: 0.2114 (0.2225)  loss_bbox_dn_3: 0.2064 (0.2149)  loss_bbox_dn_4: 0.2044 (0.2132)  loss_bbox_dn_5: 0.2043 (0.2132)  loss_giou: 0.4882 (0.5132)  loss_giou_aux_0: 0.5082 (0.5397)  loss_giou_aux_1: 0.4898 (0.5219)  loss_giou_aux_2: 0.4952 (0.5177)  loss_giou_aux_3: 0.4891 (0.5141)  loss_giou_aux_4: 0.4881 (0.5132)  loss_giou_aux_5: 0.5895 (0.6127)  loss_giou_dn_0: 0.6495 (0.6433)  loss_giou_dn_1: 0.5374 (0.5394)  loss_giou_dn_2: 0.4979 (0.5120)  loss_giou_dn_3: 0.4925 (0.5033)  loss_giou_dn_4: 0.4916 (0.5012)  loss_giou_dn_5: 0.4926 (0.5013)  loss_vfl: 0.6777 (0.7257)  loss_vfl_aux_0: 0.8029 (0.8587)  loss_vfl_aux_1: 0.7717 (0.8041)  loss_vfl_aux_2: 0.7053 (0.7567)  loss_vfl_aux_3: 0.6791 (0.7375)  loss_vfl_aux_4: 0.6750 (0.7293)  loss_vfl_aux_5: 0.7961 (0.8299)  loss_vfl_dn_0: 0.4659 (0.4734)  loss_vfl_dn_1: 0.4131 (0.4141)  loss_vfl_dn_2: 0.3996 (0.3966)  loss_vfl_dn_3: 0.3861 (0.3890)  loss_vfl_dn_4: 0.3843 (0.3861)  loss_vfl_dn_5: 0.3849 (0.3853)  time: 0.4641  data: 0.0141  max mem: 5653
Epoch: [16]  [2200/7393]  eta: 0:41:53  lr: 0.000010  loss: 17.7516 (17.5187)  loss_bbox: 0.1762 (0.1725)  loss_bbox_aux_0: 0.1804 (0.1861)  loss_bbox_aux_1: 0.1775 (0.1766)  loss_bbox_aux_2: 0.1744 (0.1745)  loss_bbox_aux_3: 0.1757 (0.1727)  loss_bbox_aux_4: 0.1754 (0.1723)  loss_bbox_aux_5: 0.2175 (0.2280)  loss_bbox_dn_0: 0.2838 (0.3142)  loss_bbox_dn_1: 0.2151 (0.2437)  loss_bbox_dn_2: 0.1927 (0.2223)  loss_bbox_dn_3: 0.1843 (0.2147)  loss_bbox_dn_4: 0.1820 (0.2130)  loss_bbox_dn_5: 0.1828 (0.2129)  loss_giou: 0.5250 (0.5133)  loss_giou_aux_0: 0.5480 (0.5397)  loss_giou_aux_1: 0.5205 (0.5220)  loss_giou_aux_2: 0.5250 (0.5178)  loss_giou_aux_3: 0.5173 (0.5143)  loss_giou_aux_4: 0.5296 (0.5134)  loss_giou_aux_5: 0.6341 (0.6127)  loss_giou_dn_0: 0.6520 (0.6433)  loss_giou_dn_1: 0.5464 (0.5391)  loss_giou_dn_2: 0.5162 (0.5119)  loss_giou_dn_3: 0.5046 (0.5031)  loss_giou_dn_4: 0.5009 (0.5010)  loss_giou_dn_5: 0.5010 (0.5012)  loss_vfl: 0.6831 (0.7252)  loss_vfl_aux_0: 0.8461 (0.8582)  loss_vfl_aux_1: 0.7644 (0.8034)  loss_vfl_aux_2: 0.7195 (0.7562)  loss_vfl_aux_3: 0.6976 (0.7368)  loss_vfl_aux_4: 0.6923 (0.7287)  loss_vfl_aux_5: 0.7865 (0.8294)  loss_vfl_dn_0: 0.4710 (0.4734)  loss_vfl_dn_1: 0.4142 (0.4142)  loss_vfl_dn_2: 0.3967 (0.3966)  loss_vfl_dn_3: 0.3897 (0.3890)  loss_vfl_dn_4: 0.3900 (0.3861)  loss_vfl_dn_5: 0.3885 (0.3853)  time: 0.4806  data: 0.0138  max mem: 5653
Epoch: [16]  [2300/7393]  eta: 0:41:01  lr: 0.000010  loss: 17.5694 (17.5209)  loss_bbox: 0.1692 (0.1726)  loss_bbox_aux_0: 0.1855 (0.1860)  loss_bbox_aux_1: 0.1677 (0.1767)  loss_bbox_aux_2: 0.1682 (0.1745)  loss_bbox_aux_3: 0.1652 (0.1727)  loss_bbox_aux_4: 0.1634 (0.1723)  loss_bbox_aux_5: 0.2069 (0.2278)  loss_bbox_dn_0: 0.3072 (0.3140)  loss_bbox_dn_1: 0.2333 (0.2437)  loss_bbox_dn_2: 0.2156 (0.2224)  loss_bbox_dn_3: 0.2095 (0.2148)  loss_bbox_dn_4: 0.2090 (0.2131)  loss_bbox_dn_5: 0.2091 (0.2131)  loss_giou: 0.4947 (0.5137)  loss_giou_aux_0: 0.5328 (0.5400)  loss_giou_aux_1: 0.5127 (0.5224)  loss_giou_aux_2: 0.4957 (0.5182)  loss_giou_aux_3: 0.4951 (0.5147)  loss_giou_aux_4: 0.4943 (0.5138)  loss_giou_aux_5: 0.6220 (0.6131)  loss_giou_dn_0: 0.6343 (0.6436)  loss_giou_dn_1: 0.5277 (0.5395)  loss_giou_dn_2: 0.5007 (0.5123)  loss_giou_dn_3: 0.4924 (0.5036)  loss_giou_dn_4: 0.4910 (0.5015)  loss_giou_dn_5: 0.4917 (0.5016)  loss_vfl: 0.7026 (0.7249)  loss_vfl_aux_0: 0.8523 (0.8576)  loss_vfl_aux_1: 0.7608 (0.8026)  loss_vfl_aux_2: 0.7334 (0.7558)  loss_vfl_aux_3: 0.7223 (0.7366)  loss_vfl_aux_4: 0.7121 (0.7284)  loss_vfl_aux_5: 0.8201 (0.8288)  loss_vfl_dn_0: 0.4665 (0.4733)  loss_vfl_dn_1: 0.4115 (0.4141)  loss_vfl_dn_2: 0.3966 (0.3966)  loss_vfl_dn_3: 0.3910 (0.3890)  loss_vfl_dn_4: 0.3881 (0.3862)  loss_vfl_dn_5: 0.3858 (0.3854)  time: 0.4622  data: 0.0141  max mem: 5653
Epoch: [16]  [2400/7393]  eta: 0:40:11  lr: 0.000010  loss: 16.8874 (17.5122)  loss_bbox: 0.1651 (0.1724)  loss_bbox_aux_0: 0.1856 (0.1859)  loss_bbox_aux_1: 0.1735 (0.1765)  loss_bbox_aux_2: 0.1721 (0.1744)  loss_bbox_aux_3: 0.1733 (0.1726)  loss_bbox_aux_4: 0.1629 (0.1722)  loss_bbox_aux_5: 0.2377 (0.2275)  loss_bbox_dn_0: 0.3269 (0.3139)  loss_bbox_dn_1: 0.2522 (0.2436)  loss_bbox_dn_2: 0.2228 (0.2223)  loss_bbox_dn_3: 0.2132 (0.2147)  loss_bbox_dn_4: 0.2121 (0.2130)  loss_bbox_dn_5: 0.2122 (0.2130)  loss_giou: 0.4666 (0.5134)  loss_giou_aux_0: 0.4796 (0.5395)  loss_giou_aux_1: 0.4695 (0.5220)  loss_giou_aux_2: 0.4649 (0.5178)  loss_giou_aux_3: 0.4666 (0.5144)  loss_giou_aux_4: 0.4619 (0.5135)  loss_giou_aux_5: 0.5670 (0.6127)  loss_giou_dn_0: 0.6054 (0.6432)  loss_giou_dn_1: 0.5053 (0.5392)  loss_giou_dn_2: 0.4758 (0.5119)  loss_giou_dn_3: 0.4664 (0.5032)  loss_giou_dn_4: 0.4612 (0.5011)  loss_giou_dn_5: 0.4616 (0.5012)  loss_vfl: 0.6801 (0.7247)  loss_vfl_aux_0: 0.8520 (0.8572)  loss_vfl_aux_1: 0.7744 (0.8022)  loss_vfl_aux_2: 0.7470 (0.7556)  loss_vfl_aux_3: 0.7008 (0.7364)  loss_vfl_aux_4: 0.6942 (0.7282)  loss_vfl_aux_5: 0.8198 (0.8288)  loss_vfl_dn_0: 0.4749 (0.4733)  loss_vfl_dn_1: 0.4110 (0.4140)  loss_vfl_dn_2: 0.3908 (0.3965)  loss_vfl_dn_3: 0.3837 (0.3889)  loss_vfl_dn_4: 0.3819 (0.3860)  loss_vfl_dn_5: 0.3803 (0.3853)  time: 0.4741  data: 0.0140  max mem: 5653
Epoch: [16]  [2500/7393]  eta: 0:39:19  lr: 0.000010  loss: 16.5432 (17.5086)  loss_bbox: 0.1731 (0.1722)  loss_bbox_aux_0: 0.1838 (0.1857)  loss_bbox_aux_1: 0.1694 (0.1764)  loss_bbox_aux_2: 0.1720 (0.1742)  loss_bbox_aux_3: 0.1685 (0.1724)  loss_bbox_aux_4: 0.1731 (0.1719)  loss_bbox_aux_5: 0.2277 (0.2275)  loss_bbox_dn_0: 0.3071 (0.3137)  loss_bbox_dn_1: 0.2303 (0.2434)  loss_bbox_dn_2: 0.2108 (0.2221)  loss_bbox_dn_3: 0.2033 (0.2145)  loss_bbox_dn_4: 0.2043 (0.2128)  loss_bbox_dn_5: 0.2046 (0.2128)  loss_giou: 0.4141 (0.5138)  loss_giou_aux_0: 0.4427 (0.5399)  loss_giou_aux_1: 0.4102 (0.5225)  loss_giou_aux_2: 0.4151 (0.5182)  loss_giou_aux_3: 0.4153 (0.5149)  loss_giou_aux_4: 0.4122 (0.5140)  loss_giou_aux_5: 0.5246 (0.6132)  loss_giou_dn_0: 0.5884 (0.6432)  loss_giou_dn_1: 0.4781 (0.5393)  loss_giou_dn_2: 0.4428 (0.5120)  loss_giou_dn_3: 0.4316 (0.5033)  loss_giou_dn_4: 0.4289 (0.5012)  loss_giou_dn_5: 0.4283 (0.5014)  loss_vfl: 0.7099 (0.7243)  loss_vfl_aux_0: 0.8649 (0.8567)  loss_vfl_aux_1: 0.7967 (0.8015)  loss_vfl_aux_2: 0.7288 (0.7552)  loss_vfl_aux_3: 0.7200 (0.7357)  loss_vfl_aux_4: 0.7102 (0.7276)  loss_vfl_aux_5: 0.8591 (0.8282)  loss_vfl_dn_0: 0.4693 (0.4731)  loss_vfl_dn_1: 0.4045 (0.4138)  loss_vfl_dn_2: 0.3865 (0.3962)  loss_vfl_dn_3: 0.3780 (0.3887)  loss_vfl_dn_4: 0.3746 (0.3858)  loss_vfl_dn_5: 0.3727 (0.3851)  time: 0.4669  data: 0.0148  max mem: 5653
Epoch: [16]  [2600/7393]  eta: 0:38:28  lr: 0.000010  loss: 18.1195 (17.5087)  loss_bbox: 0.1724 (0.1722)  loss_bbox_aux_0: 0.1920 (0.1856)  loss_bbox_aux_1: 0.1762 (0.1763)  loss_bbox_aux_2: 0.1743 (0.1741)  loss_bbox_aux_3: 0.1714 (0.1723)  loss_bbox_aux_4: 0.1724 (0.1719)  loss_bbox_aux_5: 0.2365 (0.2275)  loss_bbox_dn_0: 0.3113 (0.3137)  loss_bbox_dn_1: 0.2367 (0.2434)  loss_bbox_dn_2: 0.2158 (0.2220)  loss_bbox_dn_3: 0.2095 (0.2145)  loss_bbox_dn_4: 0.2082 (0.2127)  loss_bbox_dn_5: 0.2087 (0.2127)  loss_giou: 0.5193 (0.5140)  loss_giou_aux_0: 0.5426 (0.5400)  loss_giou_aux_1: 0.5249 (0.5227)  loss_giou_aux_2: 0.5187 (0.5184)  loss_giou_aux_3: 0.5158 (0.5150)  loss_giou_aux_4: 0.5179 (0.5141)  loss_giou_aux_5: 0.6081 (0.6134)  loss_giou_dn_0: 0.6519 (0.6434)  loss_giou_dn_1: 0.5388 (0.5394)  loss_giou_dn_2: 0.5181 (0.5122)  loss_giou_dn_3: 0.5086 (0.5035)  loss_giou_dn_4: 0.5062 (0.5014)  loss_giou_dn_5: 0.5063 (0.5016)  loss_vfl: 0.7101 (0.7240)  loss_vfl_aux_0: 0.8296 (0.8566)  loss_vfl_aux_1: 0.8221 (0.8015)  loss_vfl_aux_2: 0.7326 (0.7550)  loss_vfl_aux_3: 0.7191 (0.7356)  loss_vfl_aux_4: 0.7212 (0.7274)  loss_vfl_aux_5: 0.8133 (0.8281)  loss_vfl_dn_0: 0.4645 (0.4730)  loss_vfl_dn_1: 0.4169 (0.4137)  loss_vfl_dn_2: 0.3994 (0.3962)  loss_vfl_dn_3: 0.3940 (0.3886)  loss_vfl_dn_4: 0.3923 (0.3858)  loss_vfl_dn_5: 0.3919 (0.3850)  time: 0.4631  data: 0.0143  max mem: 5653
Epoch: [16]  [2700/7393]  eta: 0:37:37  lr: 0.000010  loss: 17.5475 (17.5108)  loss_bbox: 0.1835 (0.1722)  loss_bbox_aux_0: 0.1927 (0.1857)  loss_bbox_aux_1: 0.1724 (0.1763)  loss_bbox_aux_2: 0.1784 (0.1741)  loss_bbox_aux_3: 0.1825 (0.1724)  loss_bbox_aux_4: 0.1828 (0.1720)  loss_bbox_aux_5: 0.2380 (0.2276)  loss_bbox_dn_0: 0.3179 (0.3137)  loss_bbox_dn_1: 0.2471 (0.2434)  loss_bbox_dn_2: 0.2236 (0.2220)  loss_bbox_dn_3: 0.2183 (0.2145)  loss_bbox_dn_4: 0.2189 (0.2127)  loss_bbox_dn_5: 0.2190 (0.2127)  loss_giou: 0.5016 (0.5141)  loss_giou_aux_0: 0.5274 (0.5400)  loss_giou_aux_1: 0.5010 (0.5227)  loss_giou_aux_2: 0.5005 (0.5184)  loss_giou_aux_3: 0.5037 (0.5151)  loss_giou_aux_4: 0.5027 (0.5142)  loss_giou_aux_5: 0.6116 (0.6135)  loss_giou_dn_0: 0.6310 (0.6434)  loss_giou_dn_1: 0.5245 (0.5395)  loss_giou_dn_2: 0.4917 (0.5122)  loss_giou_dn_3: 0.4851 (0.5036)  loss_giou_dn_4: 0.4828 (0.5015)  loss_giou_dn_5: 0.4838 (0.5016)  loss_vfl: 0.7133 (0.7242)  loss_vfl_aux_0: 0.8493 (0.8567)  loss_vfl_aux_1: 0.7963 (0.8017)  loss_vfl_aux_2: 0.7505 (0.7552)  loss_vfl_aux_3: 0.7405 (0.7357)  loss_vfl_aux_4: 0.7165 (0.7276)  loss_vfl_aux_5: 0.8037 (0.8282)  loss_vfl_dn_0: 0.4676 (0.4730)  loss_vfl_dn_1: 0.4108 (0.4137)  loss_vfl_dn_2: 0.3971 (0.3962)  loss_vfl_dn_3: 0.3888 (0.3887)  loss_vfl_dn_4: 0.3888 (0.3858)  loss_vfl_dn_5: 0.3871 (0.3850)  time: 0.4627  data: 0.0140  max mem: 5653
Epoch: [16]  [2800/7393]  eta: 0:36:47  lr: 0.000010  loss: 17.4465 (17.5168)  loss_bbox: 0.1527 (0.1723)  loss_bbox_aux_0: 0.1715 (0.1859)  loss_bbox_aux_1: 0.1649 (0.1765)  loss_bbox_aux_2: 0.1630 (0.1743)  loss_bbox_aux_3: 0.1599 (0.1725)  loss_bbox_aux_4: 0.1589 (0.1721)  loss_bbox_aux_5: 0.2074 (0.2277)  loss_bbox_dn_0: 0.3033 (0.3139)  loss_bbox_dn_1: 0.2307 (0.2437)  loss_bbox_dn_2: 0.2075 (0.2222)  loss_bbox_dn_3: 0.1999 (0.2147)  loss_bbox_dn_4: 0.1978 (0.2130)  loss_bbox_dn_5: 0.1978 (0.2130)  loss_giou: 0.4923 (0.5139)  loss_giou_aux_0: 0.5143 (0.5399)  loss_giou_aux_1: 0.4995 (0.5226)  loss_giou_aux_2: 0.4934 (0.5183)  loss_giou_aux_3: 0.5033 (0.5149)  loss_giou_aux_4: 0.4918 (0.5140)  loss_giou_aux_5: 0.5801 (0.6132)  loss_giou_dn_0: 0.6307 (0.6434)  loss_giou_dn_1: 0.5503 (0.5396)  loss_giou_dn_2: 0.5313 (0.5123)  loss_giou_dn_3: 0.5166 (0.5036)  loss_giou_dn_4: 0.5138 (0.5015)  loss_giou_dn_5: 0.5132 (0.5017)  loss_vfl: 0.6978 (0.7249)  loss_vfl_aux_0: 0.8430 (0.8570)  loss_vfl_aux_1: 0.7771 (0.8020)  loss_vfl_aux_2: 0.7493 (0.7558)  loss_vfl_aux_3: 0.7122 (0.7363)  loss_vfl_aux_4: 0.7043 (0.7282)  loss_vfl_aux_5: 0.8541 (0.8288)  loss_vfl_dn_0: 0.4760 (0.4731)  loss_vfl_dn_1: 0.4185 (0.4138)  loss_vfl_dn_2: 0.4004 (0.3963)  loss_vfl_dn_3: 0.3903 (0.3888)  loss_vfl_dn_4: 0.3879 (0.3859)  loss_vfl_dn_5: 0.3860 (0.3851)  time: 0.4770  data: 0.0139  max mem: 5653
Epoch: [16]  [2900/7393]  eta: 0:36:04  lr: 0.000010  loss: 17.4848 (17.5129)  loss_bbox: 0.1659 (0.1723)  loss_bbox_aux_0: 0.1820 (0.1859)  loss_bbox_aux_1: 0.1718 (0.1765)  loss_bbox_aux_2: 0.1647 (0.1742)  loss_bbox_aux_3: 0.1626 (0.1725)  loss_bbox_aux_4: 0.1616 (0.1721)  loss_bbox_aux_5: 0.2200 (0.2277)  loss_bbox_dn_0: 0.2999 (0.3139)  loss_bbox_dn_1: 0.2372 (0.2437)  loss_bbox_dn_2: 0.2249 (0.2223)  loss_bbox_dn_3: 0.2161 (0.2147)  loss_bbox_dn_4: 0.2136 (0.2130)  loss_bbox_dn_5: 0.2133 (0.2130)  loss_giou: 0.4869 (0.5137)  loss_giou_aux_0: 0.4901 (0.5397)  loss_giou_aux_1: 0.4958 (0.5225)  loss_giou_aux_2: 0.4938 (0.5181)  loss_giou_aux_3: 0.4914 (0.5147)  loss_giou_aux_4: 0.4825 (0.5139)  loss_giou_aux_5: 0.5524 (0.6130)  loss_giou_dn_0: 0.6457 (0.6432)  loss_giou_dn_1: 0.5324 (0.5394)  loss_giou_dn_2: 0.5003 (0.5121)  loss_giou_dn_3: 0.4930 (0.5034)  loss_giou_dn_4: 0.4916 (0.5013)  loss_giou_dn_5: 0.4916 (0.5015)  loss_vfl: 0.7300 (0.7248)  loss_vfl_aux_0: 0.8595 (0.8570)  loss_vfl_aux_1: 0.8034 (0.8017)  loss_vfl_aux_2: 0.7677 (0.7555)  loss_vfl_aux_3: 0.7413 (0.7363)  loss_vfl_aux_4: 0.7373 (0.7280)  loss_vfl_aux_5: 0.8282 (0.8288)  loss_vfl_dn_0: 0.4689 (0.4730)  loss_vfl_dn_1: 0.4068 (0.4137)  loss_vfl_dn_2: 0.3925 (0.3962)  loss_vfl_dn_3: 0.3848 (0.3887)  loss_vfl_dn_4: 0.3810 (0.3858)  loss_vfl_dn_5: 0.3815 (0.3850)  time: 0.4632  data: 0.0144  max mem: 5653
Epoch: [16]  [3000/7393]  eta: 0:35:23  lr: 0.000010  loss: 17.5223 (17.5156)  loss_bbox: 0.1569 (0.1723)  loss_bbox_aux_0: 0.1671 (0.1859)  loss_bbox_aux_1: 0.1520 (0.1765)  loss_bbox_aux_2: 0.1522 (0.1742)  loss_bbox_aux_3: 0.1574 (0.1724)  loss_bbox_aux_4: 0.1568 (0.1721)  loss_bbox_aux_5: 0.1983 (0.2278)  loss_bbox_dn_0: 0.2776 (0.3140)  loss_bbox_dn_1: 0.2243 (0.2438)  loss_bbox_dn_2: 0.2030 (0.2223)  loss_bbox_dn_3: 0.1930 (0.2148)  loss_bbox_dn_4: 0.1918 (0.2131)  loss_bbox_dn_5: 0.1919 (0.2131)  loss_giou: 0.4768 (0.5137)  loss_giou_aux_0: 0.5118 (0.5398)  loss_giou_aux_1: 0.5015 (0.5226)  loss_giou_aux_2: 0.4844 (0.5182)  loss_giou_aux_3: 0.4807 (0.5147)  loss_giou_aux_4: 0.4764 (0.5139)  loss_giou_aux_5: 0.5939 (0.6130)  loss_giou_dn_0: 0.6254 (0.6432)  loss_giou_dn_1: 0.5175 (0.5394)  loss_giou_dn_2: 0.4871 (0.5121)  loss_giou_dn_3: 0.4804 (0.5034)  loss_giou_dn_4: 0.4800 (0.5014)  loss_giou_dn_5: 0.4807 (0.5015)  loss_vfl: 0.7202 (0.7252)  loss_vfl_aux_0: 0.8357 (0.8569)  loss_vfl_aux_1: 0.7848 (0.8018)  loss_vfl_aux_2: 0.7439 (0.7558)  loss_vfl_aux_3: 0.7247 (0.7367)  loss_vfl_aux_4: 0.7201 (0.7284)  loss_vfl_aux_5: 0.8121 (0.8287)  loss_vfl_dn_0: 0.4760 (0.4731)  loss_vfl_dn_1: 0.4078 (0.4137)  loss_vfl_dn_2: 0.3928 (0.3963)  loss_vfl_dn_3: 0.3848 (0.3888)  loss_vfl_dn_4: 0.3824 (0.3859)  loss_vfl_dn_5: 0.3804 (0.3851)  time: 0.4657  data: 0.0135  max mem: 5653
Epoch: [16]  [3100/7393]  eta: 0:34:34  lr: 0.000010  loss: 17.5326 (17.5200)  loss_bbox: 0.1594 (0.1724)  loss_bbox_aux_0: 0.1845 (0.1860)  loss_bbox_aux_1: 0.1734 (0.1766)  loss_bbox_aux_2: 0.1651 (0.1743)  loss_bbox_aux_3: 0.1643 (0.1725)  loss_bbox_aux_4: 0.1596 (0.1722)  loss_bbox_aux_5: 0.2209 (0.2279)  loss_bbox_dn_0: 0.2908 (0.3141)  loss_bbox_dn_1: 0.2417 (0.2440)  loss_bbox_dn_2: 0.2221 (0.2225)  loss_bbox_dn_3: 0.2151 (0.2150)  loss_bbox_dn_4: 0.2139 (0.2133)  loss_bbox_dn_5: 0.2138 (0.2133)  loss_giou: 0.5359 (0.5138)  loss_giou_aux_0: 0.5380 (0.5397)  loss_giou_aux_1: 0.5362 (0.5226)  loss_giou_aux_2: 0.5367 (0.5183)  loss_giou_aux_3: 0.5252 (0.5148)  loss_giou_aux_4: 0.5374 (0.5139)  loss_giou_aux_5: 0.6409 (0.6130)  loss_giou_dn_0: 0.6493 (0.6434)  loss_giou_dn_1: 0.5489 (0.5395)  loss_giou_dn_2: 0.5244 (0.5122)  loss_giou_dn_3: 0.5219 (0.5035)  loss_giou_dn_4: 0.5189 (0.5015)  loss_giou_dn_5: 0.5194 (0.5016)  loss_vfl: 0.7034 (0.7254)  loss_vfl_aux_0: 0.8470 (0.8571)  loss_vfl_aux_1: 0.7688 (0.8018)  loss_vfl_aux_2: 0.7174 (0.7559)  loss_vfl_aux_3: 0.7070 (0.7369)  loss_vfl_aux_4: 0.7021 (0.7285)  loss_vfl_aux_5: 0.7824 (0.8290)  loss_vfl_dn_0: 0.4709 (0.4730)  loss_vfl_dn_1: 0.4161 (0.4138)  loss_vfl_dn_2: 0.3958 (0.3964)  loss_vfl_dn_3: 0.3917 (0.3889)  loss_vfl_dn_4: 0.3908 (0.3860)  loss_vfl_dn_5: 0.3880 (0.3852)  time: 0.4730  data: 0.0139  max mem: 5653
Epoch: [16]  [3200/7393]  eta: 0:33:44  lr: 0.000010  loss: 18.1444 (17.5170)  loss_bbox: 0.1646 (0.1724)  loss_bbox_aux_0: 0.1697 (0.1861)  loss_bbox_aux_1: 0.1670 (0.1767)  loss_bbox_aux_2: 0.1644 (0.1744)  loss_bbox_aux_3: 0.1638 (0.1726)  loss_bbox_aux_4: 0.1557 (0.1723)  loss_bbox_aux_5: 0.2123 (0.2280)  loss_bbox_dn_0: 0.2714 (0.3139)  loss_bbox_dn_1: 0.2179 (0.2438)  loss_bbox_dn_2: 0.2037 (0.2224)  loss_bbox_dn_3: 0.1952 (0.2149)  loss_bbox_dn_4: 0.1910 (0.2132)  loss_bbox_dn_5: 0.1911 (0.2132)  loss_giou: 0.5417 (0.5139)  loss_giou_aux_0: 0.5544 (0.5399)  loss_giou_aux_1: 0.5619 (0.5228)  loss_giou_aux_2: 0.5445 (0.5184)  loss_giou_aux_3: 0.5450 (0.5149)  loss_giou_aux_4: 0.5420 (0.5141)  loss_giou_aux_5: 0.6415 (0.6132)  loss_giou_dn_0: 0.6547 (0.6434)  loss_giou_dn_1: 0.5611 (0.5396)  loss_giou_dn_2: 0.5281 (0.5123)  loss_giou_dn_3: 0.5209 (0.5036)  loss_giou_dn_4: 0.5192 (0.5016)  loss_giou_dn_5: 0.5191 (0.5017)  loss_vfl: 0.7034 (0.7250)  loss_vfl_aux_0: 0.8105 (0.8563)  loss_vfl_aux_1: 0.7656 (0.8012)  loss_vfl_aux_2: 0.7429 (0.7556)  loss_vfl_aux_3: 0.6972 (0.7365)  loss_vfl_aux_4: 0.6958 (0.7282)  loss_vfl_aux_5: 0.8034 (0.8283)  loss_vfl_dn_0: 0.4630 (0.4729)  loss_vfl_dn_1: 0.4085 (0.4137)  loss_vfl_dn_2: 0.3943 (0.3963)  loss_vfl_dn_3: 0.3861 (0.3888)  loss_vfl_dn_4: 0.3826 (0.3859)  loss_vfl_dn_5: 0.3828 (0.3851)  time: 0.4740  data: 0.0140  max mem: 5653
Epoch: [16]  [3300/7393]  eta: 0:32:55  lr: 0.000010  loss: 17.6760 (17.5174)  loss_bbox: 0.1581 (0.1725)  loss_bbox_aux_0: 0.1702 (0.1862)  loss_bbox_aux_1: 0.1682 (0.1768)  loss_bbox_aux_2: 0.1656 (0.1744)  loss_bbox_aux_3: 0.1559 (0.1727)  loss_bbox_aux_4: 0.1588 (0.1723)  loss_bbox_aux_5: 0.2229 (0.2281)  loss_bbox_dn_0: 0.3099 (0.3141)  loss_bbox_dn_1: 0.2376 (0.2440)  loss_bbox_dn_2: 0.2106 (0.2225)  loss_bbox_dn_3: 0.1995 (0.2150)  loss_bbox_dn_4: 0.1971 (0.2133)  loss_bbox_dn_5: 0.1972 (0.2133)  loss_giou: 0.4599 (0.5137)  loss_giou_aux_0: 0.4751 (0.5397)  loss_giou_aux_1: 0.4640 (0.5226)  loss_giou_aux_2: 0.4657 (0.5182)  loss_giou_aux_3: 0.4637 (0.5147)  loss_giou_aux_4: 0.4618 (0.5139)  loss_giou_aux_5: 0.5628 (0.6131)  loss_giou_dn_0: 0.6055 (0.6432)  loss_giou_dn_1: 0.5129 (0.5394)  loss_giou_dn_2: 0.4856 (0.5121)  loss_giou_dn_3: 0.4692 (0.5034)  loss_giou_dn_4: 0.4710 (0.5013)  loss_giou_dn_5: 0.4710 (0.5015)  loss_vfl: 0.7408 (0.7251)  loss_vfl_aux_0: 0.8985 (0.8566)  loss_vfl_aux_1: 0.8502 (0.8013)  loss_vfl_aux_2: 0.7562 (0.7559)  loss_vfl_aux_3: 0.7497 (0.7367)  loss_vfl_aux_4: 0.7281 (0.7283)  loss_vfl_aux_5: 0.8661 (0.8285)  loss_vfl_dn_0: 0.4819 (0.4730)  loss_vfl_dn_1: 0.4162 (0.4137)  loss_vfl_dn_2: 0.4016 (0.3963)  loss_vfl_dn_3: 0.3921 (0.3888)  loss_vfl_dn_4: 0.3861 (0.3859)  loss_vfl_dn_5: 0.3883 (0.3852)  time: 0.4812  data: 0.0143  max mem: 5653
Epoch: [16]  [3400/7393]  eta: 0:32:05  lr: 0.000010  loss: 17.6293 (17.5216)  loss_bbox: 0.1738 (0.1725)  loss_bbox_aux_0: 0.1797 (0.1862)  loss_bbox_aux_1: 0.1736 (0.1768)  loss_bbox_aux_2: 0.1752 (0.1744)  loss_bbox_aux_3: 0.1756 (0.1727)  loss_bbox_aux_4: 0.1759 (0.1723)  loss_bbox_aux_5: 0.2138 (0.2282)  loss_bbox_dn_0: 0.2820 (0.3142)  loss_bbox_dn_1: 0.2231 (0.2441)  loss_bbox_dn_2: 0.2086 (0.2226)  loss_bbox_dn_3: 0.2013 (0.2151)  loss_bbox_dn_4: 0.1998 (0.2134)  loss_bbox_dn_5: 0.1999 (0.2134)  loss_giou: 0.4915 (0.5139)  loss_giou_aux_0: 0.5075 (0.5400)  loss_giou_aux_1: 0.4962 (0.5228)  loss_giou_aux_2: 0.4931 (0.5184)  loss_giou_aux_3: 0.4958 (0.5150)  loss_giou_aux_4: 0.5005 (0.5141)  loss_giou_aux_5: 0.5746 (0.6134)  loss_giou_dn_0: 0.6180 (0.6433)  loss_giou_dn_1: 0.5372 (0.5396)  loss_giou_dn_2: 0.5062 (0.5123)  loss_giou_dn_3: 0.4912 (0.5036)  loss_giou_dn_4: 0.4882 (0.5015)  loss_giou_dn_5: 0.4879 (0.5017)  loss_vfl: 0.7298 (0.7253)  loss_vfl_aux_0: 0.8658 (0.8564)  loss_vfl_aux_1: 0.8524 (0.8014)  loss_vfl_aux_2: 0.7789 (0.7561)  loss_vfl_aux_3: 0.7421 (0.7369)  loss_vfl_aux_4: 0.7354 (0.7285)  loss_vfl_aux_5: 0.8595 (0.8285)  loss_vfl_dn_0: 0.4716 (0.4729)  loss_vfl_dn_1: 0.4100 (0.4137)  loss_vfl_dn_2: 0.3952 (0.3964)  loss_vfl_dn_3: 0.3850 (0.3889)  loss_vfl_dn_4: 0.3805 (0.3860)  loss_vfl_dn_5: 0.3799 (0.3852)  time: 0.4704  data: 0.0145  max mem: 5653
Epoch: [16]  [3500/7393]  eta: 0:31:15  lr: 0.000010  loss: 17.3674 (17.5170)  loss_bbox: 0.1705 (0.1725)  loss_bbox_aux_0: 0.1715 (0.1861)  loss_bbox_aux_1: 0.1647 (0.1767)  loss_bbox_aux_2: 0.1643 (0.1745)  loss_bbox_aux_3: 0.1618 (0.1727)  loss_bbox_aux_4: 0.1662 (0.1723)  loss_bbox_aux_5: 0.2015 (0.2281)  loss_bbox_dn_0: 0.3075 (0.3140)  loss_bbox_dn_1: 0.2390 (0.2439)  loss_bbox_dn_2: 0.2276 (0.2224)  loss_bbox_dn_3: 0.2217 (0.2149)  loss_bbox_dn_4: 0.2216 (0.2132)  loss_bbox_dn_5: 0.2215 (0.2132)  loss_giou: 0.5071 (0.5140)  loss_giou_aux_0: 0.5460 (0.5400)  loss_giou_aux_1: 0.5289 (0.5228)  loss_giou_aux_2: 0.5149 (0.5185)  loss_giou_aux_3: 0.5090 (0.5150)  loss_giou_aux_4: 0.5059 (0.5141)  loss_giou_aux_5: 0.6145 (0.6134)  loss_giou_dn_0: 0.6551 (0.6432)  loss_giou_dn_1: 0.5344 (0.5395)  loss_giou_dn_2: 0.5010 (0.5122)  loss_giou_dn_3: 0.4931 (0.5035)  loss_giou_dn_4: 0.4928 (0.5014)  loss_giou_dn_5: 0.4929 (0.5016)  loss_vfl: 0.6792 (0.7249)  loss_vfl_aux_0: 0.8247 (0.8561)  loss_vfl_aux_1: 0.7707 (0.8011)  loss_vfl_aux_2: 0.7019 (0.7557)  loss_vfl_aux_3: 0.6856 (0.7364)  loss_vfl_aux_4: 0.6821 (0.7282)  loss_vfl_aux_5: 0.7923 (0.8281)  loss_vfl_dn_0: 0.4630 (0.4728)  loss_vfl_dn_1: 0.4107 (0.4137)  loss_vfl_dn_2: 0.3968 (0.3964)  loss_vfl_dn_3: 0.3889 (0.3888)  loss_vfl_dn_4: 0.3843 (0.3860)  loss_vfl_dn_5: 0.3821 (0.3852)  time: 0.4679  data: 0.0136  max mem: 5653
Epoch: [16]  [3600/7393]  eta: 0:30:27  lr: 0.000010  loss: 17.2761 (17.5186)  loss_bbox: 0.1406 (0.1724)  loss_bbox_aux_0: 0.1587 (0.1861)  loss_bbox_aux_1: 0.1483 (0.1767)  loss_bbox_aux_2: 0.1423 (0.1744)  loss_bbox_aux_3: 0.1357 (0.1725)  loss_bbox_aux_4: 0.1373 (0.1722)  loss_bbox_aux_5: 0.2025 (0.2280)  loss_bbox_dn_0: 0.2491 (0.3136)  loss_bbox_dn_1: 0.1738 (0.2436)  loss_bbox_dn_2: 0.1558 (0.2221)  loss_bbox_dn_3: 0.1527 (0.2147)  loss_bbox_dn_4: 0.1505 (0.2130)  loss_bbox_dn_5: 0.1505 (0.2129)  loss_giou: 0.5270 (0.5146)  loss_giou_aux_0: 0.5653 (0.5407)  loss_giou_aux_1: 0.5345 (0.5235)  loss_giou_aux_2: 0.5299 (0.5191)  loss_giou_aux_3: 0.5247 (0.5157)  loss_giou_aux_4: 0.5272 (0.5147)  loss_giou_aux_5: 0.6252 (0.6139)  loss_giou_dn_0: 0.6534 (0.6435)  loss_giou_dn_1: 0.5543 (0.5398)  loss_giou_dn_2: 0.5299 (0.5125)  loss_giou_dn_3: 0.5209 (0.5039)  loss_giou_dn_4: 0.5207 (0.5018)  loss_giou_dn_5: 0.5219 (0.5020)  loss_vfl: 0.6774 (0.7245)  loss_vfl_aux_0: 0.8300 (0.8557)  loss_vfl_aux_1: 0.7468 (0.8007)  loss_vfl_aux_2: 0.7312 (0.7552)  loss_vfl_aux_3: 0.6974 (0.7360)  loss_vfl_aux_4: 0.6837 (0.7278)  loss_vfl_aux_5: 0.7974 (0.8280)  loss_vfl_dn_0: 0.4760 (0.4728)  loss_vfl_dn_1: 0.4126 (0.4137)  loss_vfl_dn_2: 0.3979 (0.3963)  loss_vfl_dn_3: 0.3859 (0.3888)  loss_vfl_dn_4: 0.3851 (0.3860)  loss_vfl_dn_5: 0.3842 (0.3852)  time: 0.4787  data: 0.0138  max mem: 5653
Epoch: [16]  [3700/7393]  eta: 0:29:37  lr: 0.000010  loss: 17.3706 (17.5196)  loss_bbox: 0.1608 (0.1724)  loss_bbox_aux_0: 0.1777 (0.1860)  loss_bbox_aux_1: 0.1623 (0.1767)  loss_bbox_aux_2: 0.1633 (0.1744)  loss_bbox_aux_3: 0.1637 (0.1725)  loss_bbox_aux_4: 0.1618 (0.1722)  loss_bbox_aux_5: 0.2237 (0.2280)  loss_bbox_dn_0: 0.2642 (0.3138)  loss_bbox_dn_1: 0.1999 (0.2437)  loss_bbox_dn_2: 0.1804 (0.2222)  loss_bbox_dn_3: 0.1732 (0.2147)  loss_bbox_dn_4: 0.1711 (0.2131)  loss_bbox_dn_5: 0.1711 (0.2130)  loss_giou: 0.4956 (0.5144)  loss_giou_aux_0: 0.5283 (0.5404)  loss_giou_aux_1: 0.5055 (0.5233)  loss_giou_aux_2: 0.5034 (0.5189)  loss_giou_aux_3: 0.4988 (0.5154)  loss_giou_aux_4: 0.4958 (0.5145)  loss_giou_aux_5: 0.6059 (0.6137)  loss_giou_dn_0: 0.6461 (0.6434)  loss_giou_dn_1: 0.5424 (0.5397)  loss_giou_dn_2: 0.5121 (0.5124)  loss_giou_dn_3: 0.5055 (0.5037)  loss_giou_dn_4: 0.5041 (0.5016)  loss_giou_dn_5: 0.5044 (0.5018)  loss_vfl: 0.7303 (0.7249)  loss_vfl_aux_0: 0.8353 (0.8560)  loss_vfl_aux_1: 0.7975 (0.8011)  loss_vfl_aux_2: 0.7408 (0.7556)  loss_vfl_aux_3: 0.7207 (0.7365)  loss_vfl_aux_4: 0.7123 (0.7282)  loss_vfl_aux_5: 0.8090 (0.8282)  loss_vfl_dn_0: 0.4593 (0.4729)  loss_vfl_dn_1: 0.4145 (0.4138)  loss_vfl_dn_2: 0.3949 (0.3964)  loss_vfl_dn_3: 0.3904 (0.3888)  loss_vfl_dn_4: 0.3841 (0.3860)  loss_vfl_dn_5: 0.3845 (0.3852)  time: 0.4721  data: 0.0141  max mem: 5653
Epoch: [16]  [3800/7393]  eta: 0:28:54  lr: 0.000010  loss: 17.2920 (17.5228)  loss_bbox: 0.1555 (0.1724)  loss_bbox_aux_0: 0.1623 (0.1860)  loss_bbox_aux_1: 0.1541 (0.1767)  loss_bbox_aux_2: 0.1545 (0.1744)  loss_bbox_aux_3: 0.1586 (0.1725)  loss_bbox_aux_4: 0.1550 (0.1722)  loss_bbox_aux_5: 0.1988 (0.2280)  loss_bbox_dn_0: 0.2847 (0.3139)  loss_bbox_dn_1: 0.2098 (0.2438)  loss_bbox_dn_2: 0.1922 (0.2224)  loss_bbox_dn_3: 0.1909 (0.2149)  loss_bbox_dn_4: 0.1896 (0.2132)  loss_bbox_dn_5: 0.1899 (0.2131)  loss_giou: 0.5234 (0.5144)  loss_giou_aux_0: 0.5097 (0.5404)  loss_giou_aux_1: 0.4929 (0.5232)  loss_giou_aux_2: 0.5086 (0.5189)  loss_giou_aux_3: 0.5072 (0.5154)  loss_giou_aux_4: 0.5108 (0.5145)  loss_giou_aux_5: 0.5838 (0.6136)  loss_giou_dn_0: 0.6568 (0.6434)  loss_giou_dn_1: 0.5384 (0.5396)  loss_giou_dn_2: 0.5033 (0.5124)  loss_giou_dn_3: 0.4963 (0.5037)  loss_giou_dn_4: 0.4951 (0.5016)  loss_giou_dn_5: 0.4960 (0.5018)  loss_vfl: 0.7129 (0.7252)  loss_vfl_aux_0: 0.8559 (0.8565)  loss_vfl_aux_1: 0.7887 (0.8015)  loss_vfl_aux_2: 0.7342 (0.7560)  loss_vfl_aux_3: 0.7080 (0.7367)  loss_vfl_aux_4: 0.7072 (0.7285)  loss_vfl_aux_5: 0.8429 (0.8288)  loss_vfl_dn_0: 0.4706 (0.4729)  loss_vfl_dn_1: 0.4129 (0.4138)  loss_vfl_dn_2: 0.3980 (0.3964)  loss_vfl_dn_3: 0.3888 (0.3889)  loss_vfl_dn_4: 0.3863 (0.3860)  loss_vfl_dn_5: 0.3854 (0.3852)  time: 0.4855  data: 0.0136  max mem: 5653
Epoch: [16]  [3900/7393]  eta: 0:28:09  lr: 0.000010  loss: 17.2447 (17.5260)  loss_bbox: 0.1635 (0.1723)  loss_bbox_aux_0: 0.1722 (0.1860)  loss_bbox_aux_1: 0.1722 (0.1767)  loss_bbox_aux_2: 0.1607 (0.1744)  loss_bbox_aux_3: 0.1629 (0.1726)  loss_bbox_aux_4: 0.1599 (0.1721)  loss_bbox_aux_5: 0.2142 (0.2280)  loss_bbox_dn_0: 0.2889 (0.3139)  loss_bbox_dn_1: 0.2230 (0.2439)  loss_bbox_dn_2: 0.2030 (0.2224)  loss_bbox_dn_3: 0.1996 (0.2149)  loss_bbox_dn_4: 0.2005 (0.2132)  loss_bbox_dn_5: 0.1994 (0.2132)  loss_giou: 0.4608 (0.5147)  loss_giou_aux_0: 0.4933 (0.5407)  loss_giou_aux_1: 0.4836 (0.5236)  loss_giou_aux_2: 0.4678 (0.5192)  loss_giou_aux_3: 0.4610 (0.5157)  loss_giou_aux_4: 0.4603 (0.5148)  loss_giou_aux_5: 0.5699 (0.6139)  loss_giou_dn_0: 0.6073 (0.6435)  loss_giou_dn_1: 0.5076 (0.5397)  loss_giou_dn_2: 0.4781 (0.5124)  loss_giou_dn_3: 0.4699 (0.5037)  loss_giou_dn_4: 0.4674 (0.5017)  loss_giou_dn_5: 0.4675 (0.5018)  loss_vfl: 0.6841 (0.7253)  loss_vfl_aux_0: 0.8350 (0.8569)  loss_vfl_aux_1: 0.8109 (0.8016)  loss_vfl_aux_2: 0.7387 (0.7559)  loss_vfl_aux_3: 0.7028 (0.7367)  loss_vfl_aux_4: 0.6898 (0.7286)  loss_vfl_aux_5: 0.8041 (0.8288)  loss_vfl_dn_0: 0.4655 (0.4729)  loss_vfl_dn_1: 0.4130 (0.4138)  loss_vfl_dn_2: 0.3891 (0.3964)  loss_vfl_dn_3: 0.3824 (0.3889)  loss_vfl_dn_4: 0.3811 (0.3860)  loss_vfl_dn_5: 0.3783 (0.3852)  time: 0.4724  data: 0.0135  max mem: 5653
Epoch: [16]  [4000/7393]  eta: 0:27:19  lr: 0.000010  loss: 17.1599 (17.5246)  loss_bbox: 0.1668 (0.1722)  loss_bbox_aux_0: 0.1824 (0.1859)  loss_bbox_aux_1: 0.1712 (0.1766)  loss_bbox_aux_2: 0.1670 (0.1744)  loss_bbox_aux_3: 0.1672 (0.1724)  loss_bbox_aux_4: 0.1667 (0.1720)  loss_bbox_aux_5: 0.2265 (0.2279)  loss_bbox_dn_0: 0.2976 (0.3140)  loss_bbox_dn_1: 0.2269 (0.2439)  loss_bbox_dn_2: 0.2129 (0.2224)  loss_bbox_dn_3: 0.2061 (0.2149)  loss_bbox_dn_4: 0.2047 (0.2132)  loss_bbox_dn_5: 0.2050 (0.2132)  loss_giou: 0.4664 (0.5144)  loss_giou_aux_0: 0.4903 (0.5405)  loss_giou_aux_1: 0.4696 (0.5234)  loss_giou_aux_2: 0.4702 (0.5190)  loss_giou_aux_3: 0.4546 (0.5155)  loss_giou_aux_4: 0.4653 (0.5145)  loss_giou_aux_5: 0.5560 (0.6137)  loss_giou_dn_0: 0.6229 (0.6435)  loss_giou_dn_1: 0.5221 (0.5397)  loss_giou_dn_2: 0.4827 (0.5124)  loss_giou_dn_3: 0.4735 (0.5037)  loss_giou_dn_4: 0.4712 (0.5016)  loss_giou_dn_5: 0.4712 (0.5018)  loss_vfl: 0.7492 (0.7254)  loss_vfl_aux_0: 0.8721 (0.8570)  loss_vfl_aux_1: 0.8227 (0.8017)  loss_vfl_aux_2: 0.7760 (0.7560)  loss_vfl_aux_3: 0.7634 (0.7369)  loss_vfl_aux_4: 0.7524 (0.7288)  loss_vfl_aux_5: 0.8285 (0.8288)  loss_vfl_dn_0: 0.4751 (0.4729)  loss_vfl_dn_1: 0.4096 (0.4138)  loss_vfl_dn_2: 0.3929 (0.3964)  loss_vfl_dn_3: 0.3819 (0.3889)  loss_vfl_dn_4: 0.3810 (0.3860)  loss_vfl_dn_5: 0.3790 (0.3852)  time: 0.4659  data: 0.0138  max mem: 5653
Epoch: [16]  [4100/7393]  eta: 0:26:30  lr: 0.000010  loss: 17.2899 (17.5254)  loss_bbox: 0.1849 (0.1724)  loss_bbox_aux_0: 0.1898 (0.1859)  loss_bbox_aux_1: 0.1837 (0.1768)  loss_bbox_aux_2: 0.1841 (0.1745)  loss_bbox_aux_3: 0.1829 (0.1726)  loss_bbox_aux_4: 0.1846 (0.1722)  loss_bbox_aux_5: 0.2405 (0.2280)  loss_bbox_dn_0: 0.3427 (0.3142)  loss_bbox_dn_1: 0.2595 (0.2441)  loss_bbox_dn_2: 0.2283 (0.2225)  loss_bbox_dn_3: 0.2163 (0.2150)  loss_bbox_dn_4: 0.2137 (0.2134)  loss_bbox_dn_5: 0.2133 (0.2134)  loss_giou: 0.4895 (0.5144)  loss_giou_aux_0: 0.5213 (0.5404)  loss_giou_aux_1: 0.4919 (0.5234)  loss_giou_aux_2: 0.4910 (0.5190)  loss_giou_aux_3: 0.4885 (0.5154)  loss_giou_aux_4: 0.4896 (0.5145)  loss_giou_aux_5: 0.5888 (0.6137)  loss_giou_dn_0: 0.6027 (0.6434)  loss_giou_dn_1: 0.4763 (0.5395)  loss_giou_dn_2: 0.4483 (0.5122)  loss_giou_dn_3: 0.4406 (0.5036)  loss_giou_dn_4: 0.4389 (0.5015)  loss_giou_dn_5: 0.4379 (0.5017)  loss_vfl: 0.7194 (0.7254)  loss_vfl_aux_0: 0.8596 (0.8572)  loss_vfl_aux_1: 0.7994 (0.8016)  loss_vfl_aux_2: 0.7606 (0.7560)  loss_vfl_aux_3: 0.7174 (0.7370)  loss_vfl_aux_4: 0.7093 (0.7288)  loss_vfl_aux_5: 0.8075 (0.8289)  loss_vfl_dn_0: 0.4764 (0.4729)  loss_vfl_dn_1: 0.4107 (0.4138)  loss_vfl_dn_2: 0.3897 (0.3964)  loss_vfl_dn_3: 0.3820 (0.3888)  loss_vfl_dn_4: 0.3773 (0.3859)  loss_vfl_dn_5: 0.3767 (0.3852)  time: 0.4609  data: 0.0140  max mem: 5653
Epoch: [16]  [4200/7393]  eta: 0:25:40  lr: 0.000010  loss: 17.3085 (17.5262)  loss_bbox: 0.1858 (0.1723)  loss_bbox_aux_0: 0.1845 (0.1859)  loss_bbox_aux_1: 0.1743 (0.1767)  loss_bbox_aux_2: 0.1785 (0.1744)  loss_bbox_aux_3: 0.1848 (0.1725)  loss_bbox_aux_4: 0.1861 (0.1721)  loss_bbox_aux_5: 0.2286 (0.2280)  loss_bbox_dn_0: 0.3111 (0.3140)  loss_bbox_dn_1: 0.2429 (0.2438)  loss_bbox_dn_2: 0.2206 (0.2223)  loss_bbox_dn_3: 0.2098 (0.2148)  loss_bbox_dn_4: 0.2083 (0.2132)  loss_bbox_dn_5: 0.2085 (0.2132)  loss_giou: 0.4497 (0.5146)  loss_giou_aux_0: 0.4619 (0.5406)  loss_giou_aux_1: 0.4514 (0.5236)  loss_giou_aux_2: 0.4515 (0.5192)  loss_giou_aux_3: 0.4535 (0.5157)  loss_giou_aux_4: 0.4483 (0.5147)  loss_giou_aux_5: 0.5401 (0.6139)  loss_giou_dn_0: 0.6171 (0.6435)  loss_giou_dn_1: 0.5025 (0.5396)  loss_giou_dn_2: 0.4684 (0.5123)  loss_giou_dn_3: 0.4579 (0.5037)  loss_giou_dn_4: 0.4558 (0.5016)  loss_giou_dn_5: 0.4556 (0.5018)  loss_vfl: 0.7070 (0.7255)  loss_vfl_aux_0: 0.8611 (0.8572)  loss_vfl_aux_1: 0.7691 (0.8015)  loss_vfl_aux_2: 0.7265 (0.7561)  loss_vfl_aux_3: 0.7137 (0.7371)  loss_vfl_aux_4: 0.6937 (0.7289)  loss_vfl_aux_5: 0.7977 (0.8290)  loss_vfl_dn_0: 0.4668 (0.4729)  loss_vfl_dn_1: 0.4172 (0.4138)  loss_vfl_dn_2: 0.3931 (0.3964)  loss_vfl_dn_3: 0.3837 (0.3889)  loss_vfl_dn_4: 0.3823 (0.3860)  loss_vfl_dn_5: 0.3799 (0.3852)  time: 0.4684  data: 0.0141  max mem: 5653
Epoch: [16]  [4300/7393]  eta: 0:24:51  lr: 0.000010  loss: 17.8115 (17.5243)  loss_bbox: 0.1710 (0.1723)  loss_bbox_aux_0: 0.1992 (0.1859)  loss_bbox_aux_1: 0.1888 (0.1767)  loss_bbox_aux_2: 0.1809 (0.1745)  loss_bbox_aux_3: 0.1753 (0.1725)  loss_bbox_aux_4: 0.1767 (0.1721)  loss_bbox_aux_5: 0.2250 (0.2280)  loss_bbox_dn_0: 0.3460 (0.3140)  loss_bbox_dn_1: 0.2571 (0.2440)  loss_bbox_dn_2: 0.2435 (0.2224)  loss_bbox_dn_3: 0.2341 (0.2149)  loss_bbox_dn_4: 0.2350 (0.2133)  loss_bbox_dn_5: 0.2351 (0.2132)  loss_giou: 0.4914 (0.5146)  loss_giou_aux_0: 0.5270 (0.5405)  loss_giou_aux_1: 0.5031 (0.5236)  loss_giou_aux_2: 0.5049 (0.5192)  loss_giou_aux_3: 0.4833 (0.5156)  loss_giou_aux_4: 0.4998 (0.5147)  loss_giou_aux_5: 0.5999 (0.6138)  loss_giou_dn_0: 0.6447 (0.6434)  loss_giou_dn_1: 0.5421 (0.5396)  loss_giou_dn_2: 0.5187 (0.5123)  loss_giou_dn_3: 0.5070 (0.5036)  loss_giou_dn_4: 0.5047 (0.5015)  loss_giou_dn_5: 0.5052 (0.5017)  loss_vfl: 0.7261 (0.7253)  loss_vfl_aux_0: 0.8510 (0.8570)  loss_vfl_aux_1: 0.8012 (0.8013)  loss_vfl_aux_2: 0.7572 (0.7558)  loss_vfl_aux_3: 0.7383 (0.7369)  loss_vfl_aux_4: 0.7271 (0.7286)  loss_vfl_aux_5: 0.8164 (0.8289)  loss_vfl_dn_0: 0.4733 (0.4728)  loss_vfl_dn_1: 0.4183 (0.4137)  loss_vfl_dn_2: 0.4044 (0.3964)  loss_vfl_dn_3: 0.3976 (0.3888)  loss_vfl_dn_4: 0.3962 (0.3859)  loss_vfl_dn_5: 0.3974 (0.3852)  time: 0.4681  data: 0.0140  max mem: 5653
Epoch: [16]  [4400/7393]  eta: 0:24:02  lr: 0.000010  loss: 17.7164 (17.5218)  loss_bbox: 0.1770 (0.1724)  loss_bbox_aux_0: 0.1967 (0.1860)  loss_bbox_aux_1: 0.1834 (0.1769)  loss_bbox_aux_2: 0.1765 (0.1746)  loss_bbox_aux_3: 0.1807 (0.1727)  loss_bbox_aux_4: 0.1790 (0.1722)  loss_bbox_aux_5: 0.2150 (0.2280)  loss_bbox_dn_0: 0.2960 (0.3142)  loss_bbox_dn_1: 0.2290 (0.2441)  loss_bbox_dn_2: 0.2110 (0.2226)  loss_bbox_dn_3: 0.2066 (0.2151)  loss_bbox_dn_4: 0.2055 (0.2134)  loss_bbox_dn_5: 0.2055 (0.2134)  loss_giou: 0.4903 (0.5142)  loss_giou_aux_0: 0.5184 (0.5402)  loss_giou_aux_1: 0.4952 (0.5232)  loss_giou_aux_2: 0.4858 (0.5189)  loss_giou_aux_3: 0.4838 (0.5153)  loss_giou_aux_4: 0.4857 (0.5143)  loss_giou_aux_5: 0.5788 (0.6134)  loss_giou_dn_0: 0.6496 (0.6431)  loss_giou_dn_1: 0.5488 (0.5393)  loss_giou_dn_2: 0.5131 (0.5121)  loss_giou_dn_3: 0.5041 (0.5034)  loss_giou_dn_4: 0.4998 (0.5013)  loss_giou_dn_5: 0.4997 (0.5015)  loss_vfl: 0.7123 (0.7253)  loss_vfl_aux_0: 0.8664 (0.8571)  loss_vfl_aux_1: 0.7955 (0.8012)  loss_vfl_aux_2: 0.7595 (0.7556)  loss_vfl_aux_3: 0.7294 (0.7368)  loss_vfl_aux_4: 0.7111 (0.7285)  loss_vfl_aux_5: 0.8551 (0.8291)  loss_vfl_dn_0: 0.4705 (0.4728)  loss_vfl_dn_1: 0.4170 (0.4137)  loss_vfl_dn_2: 0.4025 (0.3963)  loss_vfl_dn_3: 0.3934 (0.3887)  loss_vfl_dn_4: 0.3909 (0.3859)  loss_vfl_dn_5: 0.3900 (0.3851)  time: 0.4979  data: 0.0143  max mem: 5653
Epoch: [16]  [4500/7393]  eta: 0:23:13  lr: 0.000010  loss: 17.4795 (17.5217)  loss_bbox: 0.1796 (0.1725)  loss_bbox_aux_0: 0.1896 (0.1860)  loss_bbox_aux_1: 0.1717 (0.1769)  loss_bbox_aux_2: 0.1707 (0.1747)  loss_bbox_aux_3: 0.1809 (0.1727)  loss_bbox_aux_4: 0.1798 (0.1723)  loss_bbox_aux_5: 0.2272 (0.2281)  loss_bbox_dn_0: 0.3148 (0.3143)  loss_bbox_dn_1: 0.2353 (0.2442)  loss_bbox_dn_2: 0.2197 (0.2226)  loss_bbox_dn_3: 0.2139 (0.2151)  loss_bbox_dn_4: 0.2139 (0.2135)  loss_bbox_dn_5: 0.2140 (0.2135)  loss_giou: 0.5201 (0.5142)  loss_giou_aux_0: 0.5402 (0.5402)  loss_giou_aux_1: 0.5169 (0.5232)  loss_giou_aux_2: 0.5156 (0.5189)  loss_giou_aux_3: 0.5235 (0.5153)  loss_giou_aux_4: 0.5200 (0.5144)  loss_giou_aux_5: 0.6129 (0.6134)  loss_giou_dn_0: 0.6359 (0.6432)  loss_giou_dn_1: 0.5255 (0.5393)  loss_giou_dn_2: 0.4898 (0.5121)  loss_giou_dn_3: 0.4819 (0.5034)  loss_giou_dn_4: 0.4802 (0.5013)  loss_giou_dn_5: 0.4802 (0.5015)  loss_vfl: 0.7039 (0.7251)  loss_vfl_aux_0: 0.8506 (0.8570)  loss_vfl_aux_1: 0.7935 (0.8010)  loss_vfl_aux_2: 0.7495 (0.7555)  loss_vfl_aux_3: 0.7233 (0.7366)  loss_vfl_aux_4: 0.6966 (0.7283)  loss_vfl_aux_5: 0.8174 (0.8290)  loss_vfl_dn_0: 0.4711 (0.4728)  loss_vfl_dn_1: 0.4118 (0.4136)  loss_vfl_dn_2: 0.4002 (0.3963)  loss_vfl_dn_3: 0.3903 (0.3887)  loss_vfl_dn_4: 0.3880 (0.3859)  loss_vfl_dn_5: 0.3856 (0.3851)  time: 0.4697  data: 0.0137  max mem: 5653
Epoch: [16]  [4600/7393]  eta: 0:22:25  lr: 0.000010  loss: 17.2543 (17.5212)  loss_bbox: 0.1643 (0.1725)  loss_bbox_aux_0: 0.1862 (0.1860)  loss_bbox_aux_1: 0.1677 (0.1770)  loss_bbox_aux_2: 0.1628 (0.1747)  loss_bbox_aux_3: 0.1641 (0.1728)  loss_bbox_aux_4: 0.1655 (0.1724)  loss_bbox_aux_5: 0.2299 (0.2281)  loss_bbox_dn_0: 0.2840 (0.3143)  loss_bbox_dn_1: 0.2278 (0.2442)  loss_bbox_dn_2: 0.1992 (0.2227)  loss_bbox_dn_3: 0.1910 (0.2151)  loss_bbox_dn_4: 0.1875 (0.2135)  loss_bbox_dn_5: 0.1876 (0.2134)  loss_giou: 0.5427 (0.5141)  loss_giou_aux_0: 0.5496 (0.5400)  loss_giou_aux_1: 0.5551 (0.5231)  loss_giou_aux_2: 0.5474 (0.5188)  loss_giou_aux_3: 0.5485 (0.5152)  loss_giou_aux_4: 0.5417 (0.5143)  loss_giou_aux_5: 0.6259 (0.6132)  loss_giou_dn_0: 0.6534 (0.6431)  loss_giou_dn_1: 0.5527 (0.5393)  loss_giou_dn_2: 0.5255 (0.5120)  loss_giou_dn_3: 0.5211 (0.5034)  loss_giou_dn_4: 0.5195 (0.5013)  loss_giou_dn_5: 0.5203 (0.5015)  loss_vfl: 0.7179 (0.7251)  loss_vfl_aux_0: 0.8219 (0.8570)  loss_vfl_aux_1: 0.7991 (0.8009)  loss_vfl_aux_2: 0.7341 (0.7555)  loss_vfl_aux_3: 0.7337 (0.7366)  loss_vfl_aux_4: 0.7067 (0.7283)  loss_vfl_aux_5: 0.7992 (0.8291)  loss_vfl_dn_0: 0.4764 (0.4728)  loss_vfl_dn_1: 0.4159 (0.4137)  loss_vfl_dn_2: 0.3972 (0.3964)  loss_vfl_dn_3: 0.3906 (0.3888)  loss_vfl_dn_4: 0.3876 (0.3859)  loss_vfl_dn_5: 0.3874 (0.3851)  time: 0.4689  data: 0.0144  max mem: 5653
Epoch: [16]  [4700/7393]  eta: 0:21:36  lr: 0.000010  loss: 17.3156 (17.5193)  loss_bbox: 0.1619 (0.1725)  loss_bbox_aux_0: 0.1644 (0.1861)  loss_bbox_aux_1: 0.1620 (0.1770)  loss_bbox_aux_2: 0.1627 (0.1748)  loss_bbox_aux_3: 0.1573 (0.1728)  loss_bbox_aux_4: 0.1618 (0.1724)  loss_bbox_aux_5: 0.2286 (0.2282)  loss_bbox_dn_0: 0.3195 (0.3144)  loss_bbox_dn_1: 0.2287 (0.2442)  loss_bbox_dn_2: 0.2007 (0.2226)  loss_bbox_dn_3: 0.1866 (0.2151)  loss_bbox_dn_4: 0.1842 (0.2134)  loss_bbox_dn_5: 0.1843 (0.2134)  loss_giou: 0.4294 (0.5141)  loss_giou_aux_0: 0.4655 (0.5401)  loss_giou_aux_1: 0.4325 (0.5231)  loss_giou_aux_2: 0.4386 (0.5188)  loss_giou_aux_3: 0.4356 (0.5153)  loss_giou_aux_4: 0.4298 (0.5143)  loss_giou_aux_5: 0.5691 (0.6132)  loss_giou_dn_0: 0.6053 (0.6431)  loss_giou_dn_1: 0.4875 (0.5393)  loss_giou_dn_2: 0.4622 (0.5120)  loss_giou_dn_3: 0.4507 (0.5033)  loss_giou_dn_4: 0.4504 (0.5012)  loss_giou_dn_5: 0.4501 (0.5014)  loss_vfl: 0.6720 (0.7249)  loss_vfl_aux_0: 0.7675 (0.8565)  loss_vfl_aux_1: 0.7381 (0.8006)  loss_vfl_aux_2: 0.6981 (0.7553)  loss_vfl_aux_3: 0.6711 (0.7364)  loss_vfl_aux_4: 0.6715 (0.7280)  loss_vfl_aux_5: 0.7725 (0.8289)  loss_vfl_dn_0: 0.4652 (0.4728)  loss_vfl_dn_1: 0.4063 (0.4136)  loss_vfl_dn_2: 0.3875 (0.3963)  loss_vfl_dn_3: 0.3795 (0.3887)  loss_vfl_dn_4: 0.3742 (0.3859)  loss_vfl_dn_5: 0.3739 (0.3851)  time: 0.4855  data: 0.0140  max mem: 5653
Epoch: [16]  [4800/7393]  eta: 0:20:47  lr: 0.000010  loss: 17.2249 (17.5206)  loss_bbox: 0.1614 (0.1724)  loss_bbox_aux_0: 0.1720 (0.1860)  loss_bbox_aux_1: 0.1632 (0.1769)  loss_bbox_aux_2: 0.1646 (0.1747)  loss_bbox_aux_3: 0.1616 (0.1727)  loss_bbox_aux_4: 0.1612 (0.1723)  loss_bbox_aux_5: 0.2106 (0.2281)  loss_bbox_dn_0: 0.2764 (0.3143)  loss_bbox_dn_1: 0.2094 (0.2441)  loss_bbox_dn_2: 0.1921 (0.2226)  loss_bbox_dn_3: 0.1874 (0.2151)  loss_bbox_dn_4: 0.1871 (0.2134)  loss_bbox_dn_5: 0.1866 (0.2134)  loss_giou: 0.4997 (0.5141)  loss_giou_aux_0: 0.5280 (0.5401)  loss_giou_aux_1: 0.4963 (0.5231)  loss_giou_aux_2: 0.5106 (0.5188)  loss_giou_aux_3: 0.4979 (0.5152)  loss_giou_aux_4: 0.4985 (0.5143)  loss_giou_aux_5: 0.6138 (0.6132)  loss_giou_dn_0: 0.6339 (0.6431)  loss_giou_dn_1: 0.5310 (0.5393)  loss_giou_dn_2: 0.5063 (0.5120)  loss_giou_dn_3: 0.4935 (0.5034)  loss_giou_dn_4: 0.4899 (0.5013)  loss_giou_dn_5: 0.4899 (0.5015)  loss_vfl: 0.7188 (0.7253)  loss_vfl_aux_0: 0.8480 (0.8566)  loss_vfl_aux_1: 0.7957 (0.8008)  loss_vfl_aux_2: 0.7643 (0.7556)  loss_vfl_aux_3: 0.7362 (0.7367)  loss_vfl_aux_4: 0.7404 (0.7284)  loss_vfl_aux_5: 0.8251 (0.8290)  loss_vfl_dn_0: 0.4815 (0.4728)  loss_vfl_dn_1: 0.4192 (0.4137)  loss_vfl_dn_2: 0.4023 (0.3964)  loss_vfl_dn_3: 0.3974 (0.3888)  loss_vfl_dn_4: 0.3914 (0.3859)  loss_vfl_dn_5: 0.3906 (0.3851)  time: 0.4716  data: 0.0141  max mem: 5653
Epoch: [16]  [4900/7393]  eta: 0:19:59  lr: 0.000010  loss: 17.7074 (17.5266)  loss_bbox: 0.1655 (0.1725)  loss_bbox_aux_0: 0.1849 (0.1861)  loss_bbox_aux_1: 0.1769 (0.1771)  loss_bbox_aux_2: 0.1761 (0.1748)  loss_bbox_aux_3: 0.1680 (0.1729)  loss_bbox_aux_4: 0.1671 (0.1724)  loss_bbox_aux_5: 0.2238 (0.2283)  loss_bbox_dn_0: 0.2949 (0.3144)  loss_bbox_dn_1: 0.2199 (0.2442)  loss_bbox_dn_2: 0.1950 (0.2227)  loss_bbox_dn_3: 0.1936 (0.2152)  loss_bbox_dn_4: 0.1933 (0.2135)  loss_bbox_dn_5: 0.1934 (0.2135)  loss_giou: 0.5204 (0.5145)  loss_giou_aux_0: 0.5278 (0.5405)  loss_giou_aux_1: 0.5468 (0.5236)  loss_giou_aux_2: 0.5272 (0.5192)  loss_giou_aux_3: 0.5155 (0.5157)  loss_giou_aux_4: 0.5186 (0.5147)  loss_giou_aux_5: 0.6033 (0.6136)  loss_giou_dn_0: 0.6188 (0.6432)  loss_giou_dn_1: 0.5250 (0.5395)  loss_giou_dn_2: 0.4954 (0.5123)  loss_giou_dn_3: 0.4859 (0.5036)  loss_giou_dn_4: 0.4858 (0.5015)  loss_giou_dn_5: 0.4860 (0.5017)  loss_vfl: 0.7378 (0.7254)  loss_vfl_aux_0: 0.8650 (0.8566)  loss_vfl_aux_1: 0.7960 (0.8007)  loss_vfl_aux_2: 0.7568 (0.7557)  loss_vfl_aux_3: 0.7371 (0.7367)  loss_vfl_aux_4: 0.7434 (0.7285)  loss_vfl_aux_5: 0.8236 (0.8290)  loss_vfl_dn_0: 0.4697 (0.4728)  loss_vfl_dn_1: 0.4121 (0.4137)  loss_vfl_dn_2: 0.3926 (0.3964)  loss_vfl_dn_3: 0.3887 (0.3888)  loss_vfl_dn_4: 0.3859 (0.3860)  loss_vfl_dn_5: 0.3849 (0.3852)  time: 0.4701  data: 0.0141  max mem: 5653
Epoch: [16]  [5000/7393]  eta: 0:19:10  lr: 0.000010  loss: 17.6327 (17.5278)  loss_bbox: 0.1506 (0.1724)  loss_bbox_aux_0: 0.1622 (0.1860)  loss_bbox_aux_1: 0.1443 (0.1770)  loss_bbox_aux_2: 0.1471 (0.1747)  loss_bbox_aux_3: 0.1508 (0.1728)  loss_bbox_aux_4: 0.1467 (0.1723)  loss_bbox_aux_5: 0.2021 (0.2282)  loss_bbox_dn_0: 0.2971 (0.3144)  loss_bbox_dn_1: 0.2212 (0.2442)  loss_bbox_dn_2: 0.2020 (0.2227)  loss_bbox_dn_3: 0.1949 (0.2152)  loss_bbox_dn_4: 0.1967 (0.2135)  loss_bbox_dn_5: 0.1969 (0.2135)  loss_giou: 0.5110 (0.5146)  loss_giou_aux_0: 0.5454 (0.5406)  loss_giou_aux_1: 0.5152 (0.5237)  loss_giou_aux_2: 0.5127 (0.5192)  loss_giou_aux_3: 0.5086 (0.5158)  loss_giou_aux_4: 0.5105 (0.5148)  loss_giou_aux_5: 0.6045 (0.6136)  loss_giou_dn_0: 0.6552 (0.6434)  loss_giou_dn_1: 0.5496 (0.5397)  loss_giou_dn_2: 0.5232 (0.5124)  loss_giou_dn_3: 0.5092 (0.5038)  loss_giou_dn_4: 0.5086 (0.5017)  loss_giou_dn_5: 0.5091 (0.5018)  loss_vfl: 0.7156 (0.7254)  loss_vfl_aux_0: 0.8431 (0.8567)  loss_vfl_aux_1: 0.8102 (0.8007)  loss_vfl_aux_2: 0.7436 (0.7558)  loss_vfl_aux_3: 0.7463 (0.7368)  loss_vfl_aux_4: 0.7190 (0.7285)  loss_vfl_aux_5: 0.8304 (0.8290)  loss_vfl_dn_0: 0.4733 (0.4728)  loss_vfl_dn_1: 0.4142 (0.4137)  loss_vfl_dn_2: 0.3980 (0.3964)  loss_vfl_dn_3: 0.3881 (0.3888)  loss_vfl_dn_4: 0.3872 (0.3860)  loss_vfl_dn_5: 0.3871 (0.3852)  time: 0.4696  data: 0.0143  max mem: 5653
Epoch: [16]  [5100/7393]  eta: 0:18:21  lr: 0.000010  loss: 17.4515 (17.5259)  loss_bbox: 0.1824 (0.1725)  loss_bbox_aux_0: 0.1911 (0.1860)  loss_bbox_aux_1: 0.1824 (0.1770)  loss_bbox_aux_2: 0.1823 (0.1747)  loss_bbox_aux_3: 0.1833 (0.1728)  loss_bbox_aux_4: 0.1810 (0.1724)  loss_bbox_aux_5: 0.2352 (0.2281)  loss_bbox_dn_0: 0.3083 (0.3143)  loss_bbox_dn_1: 0.2395 (0.2441)  loss_bbox_dn_2: 0.2176 (0.2226)  loss_bbox_dn_3: 0.2113 (0.2151)  loss_bbox_dn_4: 0.2102 (0.2135)  loss_bbox_dn_5: 0.2098 (0.2134)  loss_giou: 0.4985 (0.5145)  loss_giou_aux_0: 0.5279 (0.5405)  loss_giou_aux_1: 0.4954 (0.5236)  loss_giou_aux_2: 0.5049 (0.5192)  loss_giou_aux_3: 0.4986 (0.5157)  loss_giou_aux_4: 0.4997 (0.5148)  loss_giou_aux_5: 0.6015 (0.6135)  loss_giou_dn_0: 0.6344 (0.6433)  loss_giou_dn_1: 0.5173 (0.5396)  loss_giou_dn_2: 0.4954 (0.5123)  loss_giou_dn_3: 0.4873 (0.5037)  loss_giou_dn_4: 0.4852 (0.5016)  loss_giou_dn_5: 0.4852 (0.5018)  loss_vfl: 0.7051 (0.7253)  loss_vfl_aux_0: 0.8153 (0.8566)  loss_vfl_aux_1: 0.7653 (0.8006)  loss_vfl_aux_2: 0.7208 (0.7556)  loss_vfl_aux_3: 0.7214 (0.7366)  loss_vfl_aux_4: 0.7214 (0.7284)  loss_vfl_aux_5: 0.8176 (0.8290)  loss_vfl_dn_0: 0.4678 (0.4728)  loss_vfl_dn_1: 0.4160 (0.4137)  loss_vfl_dn_2: 0.3988 (0.3964)  loss_vfl_dn_3: 0.3889 (0.3889)  loss_vfl_dn_4: 0.3831 (0.3860)  loss_vfl_dn_5: 0.3826 (0.3852)  time: 0.4740  data: 0.0143  max mem: 5653
Epoch: [16]  [5200/7393]  eta: 0:17:33  lr: 0.000010  loss: 17.0363 (17.5256)  loss_bbox: 0.1675 (0.1724)  loss_bbox_aux_0: 0.1807 (0.1859)  loss_bbox_aux_1: 0.1745 (0.1769)  loss_bbox_aux_2: 0.1681 (0.1746)  loss_bbox_aux_3: 0.1677 (0.1728)  loss_bbox_aux_4: 0.1675 (0.1723)  loss_bbox_aux_5: 0.2164 (0.2280)  loss_bbox_dn_0: 0.2955 (0.3140)  loss_bbox_dn_1: 0.2273 (0.2439)  loss_bbox_dn_2: 0.2089 (0.2224)  loss_bbox_dn_3: 0.2011 (0.2149)  loss_bbox_dn_4: 0.2001 (0.2132)  loss_bbox_dn_5: 0.2001 (0.2132)  loss_giou: 0.4629 (0.5148)  loss_giou_aux_0: 0.4861 (0.5408)  loss_giou_aux_1: 0.4689 (0.5239)  loss_giou_aux_2: 0.4673 (0.5195)  loss_giou_aux_3: 0.4596 (0.5160)  loss_giou_aux_4: 0.4600 (0.5150)  loss_giou_aux_5: 0.5387 (0.6139)  loss_giou_dn_0: 0.6080 (0.6435)  loss_giou_dn_1: 0.4880 (0.5398)  loss_giou_dn_2: 0.4578 (0.5125)  loss_giou_dn_3: 0.4503 (0.5038)  loss_giou_dn_4: 0.4480 (0.5018)  loss_giou_dn_5: 0.4479 (0.5019)  loss_vfl: 0.7036 (0.7251)  loss_vfl_aux_0: 0.8486 (0.8564)  loss_vfl_aux_1: 0.7990 (0.8004)  loss_vfl_aux_2: 0.7445 (0.7553)  loss_vfl_aux_3: 0.7161 (0.7363)  loss_vfl_aux_4: 0.7097 (0.7281)  loss_vfl_aux_5: 0.8421 (0.8287)  loss_vfl_dn_0: 0.4704 (0.4728)  loss_vfl_dn_1: 0.4180 (0.4138)  loss_vfl_dn_2: 0.3980 (0.3965)  loss_vfl_dn_3: 0.3898 (0.3889)  loss_vfl_dn_4: 0.3866 (0.3861)  loss_vfl_dn_5: 0.3849 (0.3853)  time: 0.4683  data: 0.0139  max mem: 5653
Epoch: [16]  [5300/7393]  eta: 0:16:44  lr: 0.000010  loss: 17.4870 (17.5232)  loss_bbox: 0.1593 (0.1723)  loss_bbox_aux_0: 0.1806 (0.1859)  loss_bbox_aux_1: 0.1711 (0.1768)  loss_bbox_aux_2: 0.1649 (0.1745)  loss_bbox_aux_3: 0.1603 (0.1727)  loss_bbox_aux_4: 0.1605 (0.1722)  loss_bbox_aux_5: 0.2138 (0.2280)  loss_bbox_dn_0: 0.2965 (0.3139)  loss_bbox_dn_1: 0.2325 (0.2438)  loss_bbox_dn_2: 0.2133 (0.2223)  loss_bbox_dn_3: 0.2090 (0.2148)  loss_bbox_dn_4: 0.2086 (0.2131)  loss_bbox_dn_5: 0.2086 (0.2131)  loss_giou: 0.5168 (0.5149)  loss_giou_aux_0: 0.5368 (0.5409)  loss_giou_aux_1: 0.5137 (0.5240)  loss_giou_aux_2: 0.5101 (0.5195)  loss_giou_aux_3: 0.5098 (0.5161)  loss_giou_aux_4: 0.5089 (0.5151)  loss_giou_aux_5: 0.6128 (0.6139)  loss_giou_dn_0: 0.6437 (0.6435)  loss_giou_dn_1: 0.5410 (0.5398)  loss_giou_dn_2: 0.5118 (0.5125)  loss_giou_dn_3: 0.5060 (0.5039)  loss_giou_dn_4: 0.5052 (0.5018)  loss_giou_dn_5: 0.5056 (0.5020)  loss_vfl: 0.7332 (0.7248)  loss_vfl_aux_0: 0.8458 (0.8560)  loss_vfl_aux_1: 0.8189 (0.8000)  loss_vfl_aux_2: 0.7639 (0.7551)  loss_vfl_aux_3: 0.7404 (0.7361)  loss_vfl_aux_4: 0.7278 (0.7279)  loss_vfl_aux_5: 0.8304 (0.8285)  loss_vfl_dn_0: 0.4743 (0.4728)  loss_vfl_dn_1: 0.4229 (0.4137)  loss_vfl_dn_2: 0.4069 (0.3965)  loss_vfl_dn_3: 0.4003 (0.3889)  loss_vfl_dn_4: 0.3971 (0.3861)  loss_vfl_dn_5: 0.3959 (0.3853)  time: 0.4739  data: 0.0147  max mem: 5653
Epoch: [16]  [5400/7393]  eta: 0:15:56  lr: 0.000010  loss: 16.9070 (17.5195)  loss_bbox: 0.1526 (0.1723)  loss_bbox_aux_0: 0.1568 (0.1858)  loss_bbox_aux_1: 0.1525 (0.1768)  loss_bbox_aux_2: 0.1476 (0.1745)  loss_bbox_aux_3: 0.1479 (0.1726)  loss_bbox_aux_4: 0.1517 (0.1722)  loss_bbox_aux_5: 0.2018 (0.2280)  loss_bbox_dn_0: 0.2718 (0.3137)  loss_bbox_dn_1: 0.1921 (0.2436)  loss_bbox_dn_2: 0.1677 (0.2221)  loss_bbox_dn_3: 0.1583 (0.2146)  loss_bbox_dn_4: 0.1569 (0.2129)  loss_bbox_dn_5: 0.1565 (0.2129)  loss_giou: 0.4879 (0.5150)  loss_giou_aux_0: 0.5095 (0.5409)  loss_giou_aux_1: 0.4796 (0.5240)  loss_giou_aux_2: 0.4867 (0.5196)  loss_giou_aux_3: 0.4855 (0.5161)  loss_giou_aux_4: 0.4875 (0.5152)  loss_giou_aux_5: 0.5850 (0.6140)  loss_giou_dn_0: 0.6155 (0.6435)  loss_giou_dn_1: 0.5099 (0.5397)  loss_giou_dn_2: 0.4797 (0.5124)  loss_giou_dn_3: 0.4709 (0.5038)  loss_giou_dn_4: 0.4678 (0.5017)  loss_giou_dn_5: 0.4677 (0.5019)  loss_vfl: 0.7264 (0.7245)  loss_vfl_aux_0: 0.8581 (0.8558)  loss_vfl_aux_1: 0.7871 (0.7996)  loss_vfl_aux_2: 0.7794 (0.7549)  loss_vfl_aux_3: 0.7563 (0.7358)  loss_vfl_aux_4: 0.7287 (0.7277)  loss_vfl_aux_5: 0.8141 (0.8283)  loss_vfl_dn_0: 0.4716 (0.4728)  loss_vfl_dn_1: 0.4205 (0.4137)  loss_vfl_dn_2: 0.4003 (0.3965)  loss_vfl_dn_3: 0.3882 (0.3889)  loss_vfl_dn_4: 0.3842 (0.3860)  loss_vfl_dn_5: 0.3837 (0.3852)  time: 0.4628  data: 0.0136  max mem: 5653
Epoch: [16]  [5500/7393]  eta: 0:15:08  lr: 0.000010  loss: 17.1754 (17.5195)  loss_bbox: 0.1690 (0.1724)  loss_bbox_aux_0: 0.1770 (0.1859)  loss_bbox_aux_1: 0.1613 (0.1769)  loss_bbox_aux_2: 0.1666 (0.1746)  loss_bbox_aux_3: 0.1679 (0.1727)  loss_bbox_aux_4: 0.1689 (0.1723)  loss_bbox_aux_5: 0.2224 (0.2281)  loss_bbox_dn_0: 0.3257 (0.3140)  loss_bbox_dn_1: 0.2516 (0.2438)  loss_bbox_dn_2: 0.2290 (0.2223)  loss_bbox_dn_3: 0.2173 (0.2148)  loss_bbox_dn_4: 0.2171 (0.2131)  loss_bbox_dn_5: 0.2173 (0.2131)  loss_giou: 0.4513 (0.5145)  loss_giou_aux_0: 0.4815 (0.5405)  loss_giou_aux_1: 0.4652 (0.5236)  loss_giou_aux_2: 0.4615 (0.5191)  loss_giou_aux_3: 0.4542 (0.5157)  loss_giou_aux_4: 0.4513 (0.5147)  loss_giou_aux_5: 0.5493 (0.6135)  loss_giou_dn_0: 0.6269 (0.6432)  loss_giou_dn_1: 0.5088 (0.5394)  loss_giou_dn_2: 0.4778 (0.5121)  loss_giou_dn_3: 0.4666 (0.5035)  loss_giou_dn_4: 0.4651 (0.5014)  loss_giou_dn_5: 0.4653 (0.5016)  loss_vfl: 0.8042 (0.7250)  loss_vfl_aux_0: 0.9032 (0.8561)  loss_vfl_aux_1: 0.8511 (0.8000)  loss_vfl_aux_2: 0.8177 (0.7553)  loss_vfl_aux_3: 0.8041 (0.7362)  loss_vfl_aux_4: 0.7987 (0.7280)  loss_vfl_aux_5: 0.8688 (0.8288)  loss_vfl_dn_0: 0.4774 (0.4728)  loss_vfl_dn_1: 0.4080 (0.4137)  loss_vfl_dn_2: 0.3898 (0.3965)  loss_vfl_dn_3: 0.3815 (0.3889)  loss_vfl_dn_4: 0.3806 (0.3860)  loss_vfl_dn_5: 0.3802 (0.3853)  time: 0.4668  data: 0.0138  max mem: 5653
Epoch: [16]  [5600/7393]  eta: 0:14:21  lr: 0.000010  loss: 17.4092 (17.5171)  loss_bbox: 0.1565 (0.1724)  loss_bbox_aux_0: 0.1693 (0.1859)  loss_bbox_aux_1: 0.1648 (0.1769)  loss_bbox_aux_2: 0.1544 (0.1745)  loss_bbox_aux_3: 0.1540 (0.1727)  loss_bbox_aux_4: 0.1567 (0.1723)  loss_bbox_aux_5: 0.2201 (0.2281)  loss_bbox_dn_0: 0.2897 (0.3140)  loss_bbox_dn_1: 0.2251 (0.2438)  loss_bbox_dn_2: 0.1958 (0.2223)  loss_bbox_dn_3: 0.1858 (0.2148)  loss_bbox_dn_4: 0.1843 (0.2131)  loss_bbox_dn_5: 0.1844 (0.2131)  loss_giou: 0.5068 (0.5144)  loss_giou_aux_0: 0.5366 (0.5403)  loss_giou_aux_1: 0.5172 (0.5234)  loss_giou_aux_2: 0.5064 (0.5189)  loss_giou_aux_3: 0.5053 (0.5156)  loss_giou_aux_4: 0.5068 (0.5146)  loss_giou_aux_5: 0.6179 (0.6133)  loss_giou_dn_0: 0.6436 (0.6431)  loss_giou_dn_1: 0.5449 (0.5393)  loss_giou_dn_2: 0.5149 (0.5120)  loss_giou_dn_3: 0.5042 (0.5033)  loss_giou_dn_4: 0.5008 (0.5013)  loss_giou_dn_5: 0.5008 (0.5014)  loss_vfl: 0.6982 (0.7249)  loss_vfl_aux_0: 0.8065 (0.8560)  loss_vfl_aux_1: 0.7570 (0.7999)  loss_vfl_aux_2: 0.7194 (0.7553)  loss_vfl_aux_3: 0.7122 (0.7361)  loss_vfl_aux_4: 0.6786 (0.7279)  loss_vfl_aux_5: 0.7722 (0.8289)  loss_vfl_dn_0: 0.4666 (0.4729)  loss_vfl_dn_1: 0.4050 (0.4137)  loss_vfl_dn_2: 0.3889 (0.3965)  loss_vfl_dn_3: 0.3803 (0.3889)  loss_vfl_dn_4: 0.3777 (0.3860)  loss_vfl_dn_5: 0.3781 (0.3852)  time: 0.4715  data: 0.0145  max mem: 5653
Epoch: [16]  [5700/7393]  eta: 0:13:33  lr: 0.000010  loss: 17.2345 (17.5188)  loss_bbox: 0.1613 (0.1724)  loss_bbox_aux_0: 0.1677 (0.1859)  loss_bbox_aux_1: 0.1633 (0.1769)  loss_bbox_aux_2: 0.1657 (0.1746)  loss_bbox_aux_3: 0.1609 (0.1728)  loss_bbox_aux_4: 0.1617 (0.1723)  loss_bbox_aux_5: 0.2107 (0.2281)  loss_bbox_dn_0: 0.2648 (0.3141)  loss_bbox_dn_1: 0.1954 (0.2439)  loss_bbox_dn_2: 0.1827 (0.2223)  loss_bbox_dn_3: 0.1764 (0.2148)  loss_bbox_dn_4: 0.1716 (0.2132)  loss_bbox_dn_5: 0.1718 (0.2131)  loss_giou: 0.5058 (0.5144)  loss_giou_aux_0: 0.5305 (0.5403)  loss_giou_aux_1: 0.5100 (0.5234)  loss_giou_aux_2: 0.5060 (0.5189)  loss_giou_aux_3: 0.5073 (0.5156)  loss_giou_aux_4: 0.5054 (0.5146)  loss_giou_aux_5: 0.5928 (0.6132)  loss_giou_dn_0: 0.6353 (0.6430)  loss_giou_dn_1: 0.5373 (0.5393)  loss_giou_dn_2: 0.5022 (0.5120)  loss_giou_dn_3: 0.4983 (0.5033)  loss_giou_dn_4: 0.4966 (0.5013)  loss_giou_dn_5: 0.4970 (0.5014)  loss_vfl: 0.6947 (0.7251)  loss_vfl_aux_0: 0.8183 (0.8562)  loss_vfl_aux_1: 0.7534 (0.8001)  loss_vfl_aux_2: 0.7250 (0.7556)  loss_vfl_aux_3: 0.7096 (0.7363)  loss_vfl_aux_4: 0.7028 (0.7282)  loss_vfl_aux_5: 0.7986 (0.8291)  loss_vfl_dn_0: 0.4676 (0.4729)  loss_vfl_dn_1: 0.4041 (0.4137)  loss_vfl_dn_2: 0.3847 (0.3964)  loss_vfl_dn_3: 0.3794 (0.3888)  loss_vfl_dn_4: 0.3759 (0.3860)  loss_vfl_dn_5: 0.3739 (0.3852)  time: 0.4753  data: 0.0140  max mem: 5653
Epoch: [16]  [5800/7393]  eta: 0:12:46  lr: 0.000010  loss: 17.2891 (17.5156)  loss_bbox: 0.1692 (0.1724)  loss_bbox_aux_0: 0.1725 (0.1860)  loss_bbox_aux_1: 0.1744 (0.1770)  loss_bbox_aux_2: 0.1715 (0.1746)  loss_bbox_aux_3: 0.1761 (0.1728)  loss_bbox_aux_4: 0.1690 (0.1724)  loss_bbox_aux_5: 0.2093 (0.2282)  loss_bbox_dn_0: 0.2789 (0.3142)  loss_bbox_dn_1: 0.2112 (0.2439)  loss_bbox_dn_2: 0.1935 (0.2224)  loss_bbox_dn_3: 0.1812 (0.2149)  loss_bbox_dn_4: 0.1803 (0.2132)  loss_bbox_dn_5: 0.1800 (0.2132)  loss_giou: 0.4819 (0.5142)  loss_giou_aux_0: 0.5118 (0.5401)  loss_giou_aux_1: 0.4992 (0.5232)  loss_giou_aux_2: 0.4980 (0.5187)  loss_giou_aux_3: 0.4845 (0.5154)  loss_giou_aux_4: 0.4832 (0.5144)  loss_giou_aux_5: 0.5949 (0.6130)  loss_giou_dn_0: 0.6092 (0.6428)  loss_giou_dn_1: 0.5035 (0.5391)  loss_giou_dn_2: 0.4708 (0.5118)  loss_giou_dn_3: 0.4577 (0.5031)  loss_giou_dn_4: 0.4556 (0.5011)  loss_giou_dn_5: 0.4561 (0.5012)  loss_vfl: 0.7113 (0.7250)  loss_vfl_aux_0: 0.8240 (0.8561)  loss_vfl_aux_1: 0.7937 (0.7999)  loss_vfl_aux_2: 0.7418 (0.7555)  loss_vfl_aux_3: 0.7216 (0.7362)  loss_vfl_aux_4: 0.7071 (0.7280)  loss_vfl_aux_5: 0.8315 (0.8291)  loss_vfl_dn_0: 0.4710 (0.4728)  loss_vfl_dn_1: 0.4048 (0.4136)  loss_vfl_dn_2: 0.3900 (0.3963)  loss_vfl_dn_3: 0.3823 (0.3888)  loss_vfl_dn_4: 0.3796 (0.3859)  loss_vfl_dn_5: 0.3784 (0.3851)  time: 0.4787  data: 0.0139  max mem: 5653
Epoch: [16]  [5900/7393]  eta: 0:11:58  lr: 0.000010  loss: 17.5979 (17.5167)  loss_bbox: 0.1786 (0.1724)  loss_bbox_aux_0: 0.1961 (0.1859)  loss_bbox_aux_1: 0.1771 (0.1769)  loss_bbox_aux_2: 0.1726 (0.1746)  loss_bbox_aux_3: 0.1761 (0.1728)  loss_bbox_aux_4: 0.1815 (0.1723)  loss_bbox_aux_5: 0.2241 (0.2281)  loss_bbox_dn_0: 0.2837 (0.3140)  loss_bbox_dn_1: 0.2245 (0.2438)  loss_bbox_dn_2: 0.2086 (0.2222)  loss_bbox_dn_3: 0.2032 (0.2147)  loss_bbox_dn_4: 0.1977 (0.2131)  loss_bbox_dn_5: 0.1973 (0.2130)  loss_giou: 0.5168 (0.5144)  loss_giou_aux_0: 0.5497 (0.5403)  loss_giou_aux_1: 0.5284 (0.5235)  loss_giou_aux_2: 0.5189 (0.5189)  loss_giou_aux_3: 0.5088 (0.5155)  loss_giou_aux_4: 0.5175 (0.5146)  loss_giou_aux_5: 0.5950 (0.6132)  loss_giou_dn_0: 0.6755 (0.6429)  loss_giou_dn_1: 0.5632 (0.5392)  loss_giou_dn_2: 0.5313 (0.5119)  loss_giou_dn_3: 0.5210 (0.5033)  loss_giou_dn_4: 0.5211 (0.5012)  loss_giou_dn_5: 0.5214 (0.5014)  loss_vfl: 0.7208 (0.7251)  loss_vfl_aux_0: 0.8719 (0.8561)  loss_vfl_aux_1: 0.8079 (0.7997)  loss_vfl_aux_2: 0.7674 (0.7555)  loss_vfl_aux_3: 0.7377 (0.7363)  loss_vfl_aux_4: 0.7290 (0.7281)  loss_vfl_aux_5: 0.8595 (0.8291)  loss_vfl_dn_0: 0.4681 (0.4728)  loss_vfl_dn_1: 0.4169 (0.4136)  loss_vfl_dn_2: 0.3980 (0.3963)  loss_vfl_dn_3: 0.3833 (0.3887)  loss_vfl_dn_4: 0.3814 (0.3859)  loss_vfl_dn_5: 0.3828 (0.3851)  time: 0.4671  data: 0.0139  max mem: 5653
Epoch: [16]  [6000/7393]  eta: 0:11:09  lr: 0.000010  loss: 17.6999 (17.5195)  loss_bbox: 0.1542 (0.1724)  loss_bbox_aux_0: 0.1678 (0.1859)  loss_bbox_aux_1: 0.1661 (0.1769)  loss_bbox_aux_2: 0.1487 (0.1746)  loss_bbox_aux_3: 0.1552 (0.1728)  loss_bbox_aux_4: 0.1533 (0.1723)  loss_bbox_aux_5: 0.2201 (0.2282)  loss_bbox_dn_0: 0.3232 (0.3141)  loss_bbox_dn_1: 0.2396 (0.2439)  loss_bbox_dn_2: 0.2144 (0.2223)  loss_bbox_dn_3: 0.2065 (0.2148)  loss_bbox_dn_4: 0.2029 (0.2132)  loss_bbox_dn_5: 0.2021 (0.2131)  loss_giou: 0.5132 (0.5145)  loss_giou_aux_0: 0.5171 (0.5403)  loss_giou_aux_1: 0.5019 (0.5235)  loss_giou_aux_2: 0.5144 (0.5190)  loss_giou_aux_3: 0.5141 (0.5156)  loss_giou_aux_4: 0.5121 (0.5147)  loss_giou_aux_5: 0.5898 (0.6133)  loss_giou_dn_0: 0.6625 (0.6431)  loss_giou_dn_1: 0.5456 (0.5393)  loss_giou_dn_2: 0.5161 (0.5120)  loss_giou_dn_3: 0.5112 (0.5034)  loss_giou_dn_4: 0.5090 (0.5013)  loss_giou_dn_5: 0.5089 (0.5015)  loss_vfl: 0.7022 (0.7252)  loss_vfl_aux_0: 0.8429 (0.8563)  loss_vfl_aux_1: 0.7948 (0.7999)  loss_vfl_aux_2: 0.7451 (0.7557)  loss_vfl_aux_3: 0.7183 (0.7364)  loss_vfl_aux_4: 0.7139 (0.7283)  loss_vfl_aux_5: 0.8138 (0.8291)  loss_vfl_dn_0: 0.4771 (0.4729)  loss_vfl_dn_1: 0.4197 (0.4136)  loss_vfl_dn_2: 0.3979 (0.3964)  loss_vfl_dn_3: 0.3911 (0.3888)  loss_vfl_dn_4: 0.3887 (0.3859)  loss_vfl_dn_5: 0.3876 (0.3851)  time: 0.4765  data: 0.0138  max mem: 5653
Epoch: [16]  [6100/7393]  eta: 0:10:21  lr: 0.000010  loss: 17.0897 (17.5208)  loss_bbox: 0.1712 (0.1724)  loss_bbox_aux_0: 0.1766 (0.1860)  loss_bbox_aux_1: 0.1766 (0.1769)  loss_bbox_aux_2: 0.1741 (0.1746)  loss_bbox_aux_3: 0.1653 (0.1728)  loss_bbox_aux_4: 0.1699 (0.1724)  loss_bbox_aux_5: 0.2072 (0.2283)  loss_bbox_dn_0: 0.2868 (0.3144)  loss_bbox_dn_1: 0.2103 (0.2440)  loss_bbox_dn_2: 0.1989 (0.2225)  loss_bbox_dn_3: 0.1942 (0.2149)  loss_bbox_dn_4: 0.1931 (0.2133)  loss_bbox_dn_5: 0.1932 (0.2132)  loss_giou: 0.4986 (0.5145)  loss_giou_aux_0: 0.5468 (0.5403)  loss_giou_aux_1: 0.5206 (0.5234)  loss_giou_aux_2: 0.5051 (0.5189)  loss_giou_aux_3: 0.5007 (0.5156)  loss_giou_aux_4: 0.4960 (0.5147)  loss_giou_aux_5: 0.5872 (0.6134)  loss_giou_dn_0: 0.6373 (0.6431)  loss_giou_dn_1: 0.5229 (0.5392)  loss_giou_dn_2: 0.4986 (0.5120)  loss_giou_dn_3: 0.4863 (0.5033)  loss_giou_dn_4: 0.4826 (0.5012)  loss_giou_dn_5: 0.4833 (0.5014)  loss_vfl: 0.7000 (0.7251)  loss_vfl_aux_0: 0.8656 (0.8564)  loss_vfl_aux_1: 0.8093 (0.8003)  loss_vfl_aux_2: 0.7310 (0.7557)  loss_vfl_aux_3: 0.7379 (0.7364)  loss_vfl_aux_4: 0.7071 (0.7282)  loss_vfl_aux_5: 0.8258 (0.8291)  loss_vfl_dn_0: 0.4735 (0.4729)  loss_vfl_dn_1: 0.4077 (0.4136)  loss_vfl_dn_2: 0.3883 (0.3964)  loss_vfl_dn_3: 0.3811 (0.3888)  loss_vfl_dn_4: 0.3795 (0.3859)  loss_vfl_dn_5: 0.3770 (0.3851)  time: 0.4668  data: 0.0141  max mem: 5653
Epoch: [16]  [6200/7393]  eta: 0:09:33  lr: 0.000010  loss: 17.4480 (17.5221)  loss_bbox: 0.1636 (0.1725)  loss_bbox_aux_0: 0.1765 (0.1861)  loss_bbox_aux_1: 0.1689 (0.1769)  loss_bbox_aux_2: 0.1610 (0.1746)  loss_bbox_aux_3: 0.1636 (0.1729)  loss_bbox_aux_4: 0.1662 (0.1724)  loss_bbox_aux_5: 0.2156 (0.2284)  loss_bbox_dn_0: 0.2811 (0.3144)  loss_bbox_dn_1: 0.2239 (0.2440)  loss_bbox_dn_2: 0.1989 (0.2224)  loss_bbox_dn_3: 0.1941 (0.2149)  loss_bbox_dn_4: 0.1936 (0.2132)  loss_bbox_dn_5: 0.1938 (0.2132)  loss_giou: 0.5357 (0.5146)  loss_giou_aux_0: 0.5426 (0.5405)  loss_giou_aux_1: 0.5353 (0.5236)  loss_giou_aux_2: 0.5333 (0.5190)  loss_giou_aux_3: 0.5372 (0.5157)  loss_giou_aux_4: 0.5356 (0.5148)  loss_giou_aux_5: 0.6067 (0.6135)  loss_giou_dn_0: 0.6390 (0.6432)  loss_giou_dn_1: 0.5458 (0.5394)  loss_giou_dn_2: 0.5103 (0.5121)  loss_giou_dn_3: 0.5051 (0.5034)  loss_giou_dn_4: 0.5022 (0.5014)  loss_giou_dn_5: 0.5024 (0.5015)  loss_vfl: 0.7281 (0.7251)  loss_vfl_aux_0: 0.8395 (0.8563)  loss_vfl_aux_1: 0.7773 (0.8003)  loss_vfl_aux_2: 0.7612 (0.7558)  loss_vfl_aux_3: 0.7143 (0.7363)  loss_vfl_aux_4: 0.7278 (0.7282)  loss_vfl_aux_5: 0.8381 (0.8290)  loss_vfl_dn_0: 0.4686 (0.4728)  loss_vfl_dn_1: 0.4103 (0.4136)  loss_vfl_dn_2: 0.3995 (0.3964)  loss_vfl_dn_3: 0.3917 (0.3888)  loss_vfl_dn_4: 0.3892 (0.3859)  loss_vfl_dn_5: 0.3859 (0.3851)  time: 0.4699  data: 0.0142  max mem: 5653
Epoch: [16]  [6300/7393]  eta: 0:08:44  lr: 0.000010  loss: 17.4304 (17.5231)  loss_bbox: 0.1732 (0.1725)  loss_bbox_aux_0: 0.1826 (0.1862)  loss_bbox_aux_1: 0.1740 (0.1770)  loss_bbox_aux_2: 0.1766 (0.1747)  loss_bbox_aux_3: 0.1732 (0.1729)  loss_bbox_aux_4: 0.1736 (0.1724)  loss_bbox_aux_5: 0.2243 (0.2284)  loss_bbox_dn_0: 0.3161 (0.3145)  loss_bbox_dn_1: 0.2383 (0.2441)  loss_bbox_dn_2: 0.2111 (0.2226)  loss_bbox_dn_3: 0.2061 (0.2150)  loss_bbox_dn_4: 0.2065 (0.2133)  loss_bbox_dn_5: 0.2065 (0.2133)  loss_giou: 0.4900 (0.5146)  loss_giou_aux_0: 0.5259 (0.5406)  loss_giou_aux_1: 0.4999 (0.5236)  loss_giou_aux_2: 0.4964 (0.5190)  loss_giou_aux_3: 0.4813 (0.5157)  loss_giou_aux_4: 0.4828 (0.5148)  loss_giou_aux_5: 0.5696 (0.6135)  loss_giou_dn_0: 0.6393 (0.6432)  loss_giou_dn_1: 0.5206 (0.5394)  loss_giou_dn_2: 0.4965 (0.5121)  loss_giou_dn_3: 0.4899 (0.5035)  loss_giou_dn_4: 0.4878 (0.5014)  loss_giou_dn_5: 0.4879 (0.5016)  loss_vfl: 0.7077 (0.7250)  loss_vfl_aux_0: 0.8561 (0.8562)  loss_vfl_aux_1: 0.7982 (0.8002)  loss_vfl_aux_2: 0.7487 (0.7557)  loss_vfl_aux_3: 0.7213 (0.7363)  loss_vfl_aux_4: 0.7283 (0.7282)  loss_vfl_aux_5: 0.8023 (0.8290)  loss_vfl_dn_0: 0.4678 (0.4728)  loss_vfl_dn_1: 0.4122 (0.4136)  loss_vfl_dn_2: 0.3928 (0.3964)  loss_vfl_dn_3: 0.3896 (0.3888)  loss_vfl_dn_4: 0.3868 (0.3859)  loss_vfl_dn_5: 0.3854 (0.3851)  time: 0.4611  data: 0.0140  max mem: 5653
Epoch: [16]  [6400/7393]  eta: 0:07:56  lr: 0.000010  loss: 18.1452 (17.5254)  loss_bbox: 0.1716 (0.1725)  loss_bbox_aux_0: 0.1906 (0.1862)  loss_bbox_aux_1: 0.1820 (0.1770)  loss_bbox_aux_2: 0.1770 (0.1746)  loss_bbox_aux_3: 0.1712 (0.1728)  loss_bbox_aux_4: 0.1720 (0.1724)  loss_bbox_aux_5: 0.2278 (0.2283)  loss_bbox_dn_0: 0.3101 (0.3143)  loss_bbox_dn_1: 0.2326 (0.2439)  loss_bbox_dn_2: 0.2096 (0.2224)  loss_bbox_dn_3: 0.1983 (0.2149)  loss_bbox_dn_4: 0.1955 (0.2132)  loss_bbox_dn_5: 0.1955 (0.2132)  loss_giou: 0.5232 (0.5147)  loss_giou_aux_0: 0.5411 (0.5408)  loss_giou_aux_1: 0.5308 (0.5238)  loss_giou_aux_2: 0.5233 (0.5192)  loss_giou_aux_3: 0.5234 (0.5159)  loss_giou_aux_4: 0.5250 (0.5149)  loss_giou_aux_5: 0.6169 (0.6136)  loss_giou_dn_0: 0.6778 (0.6434)  loss_giou_dn_1: 0.5672 (0.5395)  loss_giou_dn_2: 0.5339 (0.5122)  loss_giou_dn_3: 0.5256 (0.5036)  loss_giou_dn_4: 0.5210 (0.5015)  loss_giou_dn_5: 0.5215 (0.5017)  loss_vfl: 0.7423 (0.7253)  loss_vfl_aux_0: 0.8398 (0.8564)  loss_vfl_aux_1: 0.7875 (0.8005)  loss_vfl_aux_2: 0.7619 (0.7559)  loss_vfl_aux_3: 0.7382 (0.7365)  loss_vfl_aux_4: 0.7527 (0.7284)  loss_vfl_aux_5: 0.8361 (0.8290)  loss_vfl_dn_0: 0.4739 (0.4728)  loss_vfl_dn_1: 0.4155 (0.4136)  loss_vfl_dn_2: 0.3994 (0.3964)  loss_vfl_dn_3: 0.3918 (0.3888)  loss_vfl_dn_4: 0.3917 (0.3859)  loss_vfl_dn_5: 0.3901 (0.3851)  time: 0.4827  data: 0.0143  max mem: 5653
Epoch: [16]  [6500/7393]  eta: 0:07:09  lr: 0.000010  loss: 17.2976 (17.5280)  loss_bbox: 0.1583 (0.1725)  loss_bbox_aux_0: 0.1654 (0.1862)  loss_bbox_aux_1: 0.1595 (0.1770)  loss_bbox_aux_2: 0.1588 (0.1746)  loss_bbox_aux_3: 0.1542 (0.1728)  loss_bbox_aux_4: 0.1584 (0.1724)  loss_bbox_aux_5: 0.2082 (0.2283)  loss_bbox_dn_0: 0.2960 (0.3144)  loss_bbox_dn_1: 0.2403 (0.2441)  loss_bbox_dn_2: 0.2171 (0.2225)  loss_bbox_dn_3: 0.2075 (0.2150)  loss_bbox_dn_4: 0.2041 (0.2133)  loss_bbox_dn_5: 0.2041 (0.2133)  loss_giou: 0.4661 (0.5146)  loss_giou_aux_0: 0.5043 (0.5407)  loss_giou_aux_1: 0.4657 (0.5237)  loss_giou_aux_2: 0.4664 (0.5191)  loss_giou_aux_3: 0.4679 (0.5158)  loss_giou_aux_4: 0.4665 (0.5148)  loss_giou_aux_5: 0.5862 (0.6136)  loss_giou_dn_0: 0.6072 (0.6435)  loss_giou_dn_1: 0.5073 (0.5396)  loss_giou_dn_2: 0.4844 (0.5123)  loss_giou_dn_3: 0.4755 (0.5037)  loss_giou_dn_4: 0.4739 (0.5016)  loss_giou_dn_5: 0.4741 (0.5018)  loss_vfl: 0.7326 (0.7256)  loss_vfl_aux_0: 0.8697 (0.8564)  loss_vfl_aux_1: 0.8222 (0.8008)  loss_vfl_aux_2: 0.7745 (0.7562)  loss_vfl_aux_3: 0.7601 (0.7368)  loss_vfl_aux_4: 0.7353 (0.7287)  loss_vfl_aux_5: 0.8665 (0.8292)  loss_vfl_dn_0: 0.4666 (0.4728)  loss_vfl_dn_1: 0.4125 (0.4137)  loss_vfl_dn_2: 0.3949 (0.3964)  loss_vfl_dn_3: 0.3881 (0.3888)  loss_vfl_dn_4: 0.3870 (0.3860)  loss_vfl_dn_5: 0.3877 (0.3852)  time: 0.4769  data: 0.0147  max mem: 5653
Epoch: [16]  [6600/7393]  eta: 0:06:21  lr: 0.000010  loss: 17.5875 (17.5295)  loss_bbox: 0.1696 (0.1725)  loss_bbox_aux_0: 0.1657 (0.1862)  loss_bbox_aux_1: 0.1712 (0.1770)  loss_bbox_aux_2: 0.1699 (0.1747)  loss_bbox_aux_3: 0.1684 (0.1729)  loss_bbox_aux_4: 0.1676 (0.1724)  loss_bbox_aux_5: 0.2235 (0.2284)  loss_bbox_dn_0: 0.2719 (0.3146)  loss_bbox_dn_1: 0.2121 (0.2442)  loss_bbox_dn_2: 0.1989 (0.2226)  loss_bbox_dn_3: 0.1923 (0.2151)  loss_bbox_dn_4: 0.1880 (0.2134)  loss_bbox_dn_5: 0.1881 (0.2134)  loss_giou: 0.5259 (0.5146)  loss_giou_aux_0: 0.5413 (0.5408)  loss_giou_aux_1: 0.5466 (0.5237)  loss_giou_aux_2: 0.5296 (0.5191)  loss_giou_aux_3: 0.5288 (0.5158)  loss_giou_aux_4: 0.5259 (0.5148)  loss_giou_aux_5: 0.6252 (0.6136)  loss_giou_dn_0: 0.6560 (0.6436)  loss_giou_dn_1: 0.5616 (0.5397)  loss_giou_dn_2: 0.5322 (0.5124)  loss_giou_dn_3: 0.5261 (0.5037)  loss_giou_dn_4: 0.5237 (0.5016)  loss_giou_dn_5: 0.5233 (0.5018)  loss_vfl: 0.7000 (0.7256)  loss_vfl_aux_0: 0.8174 (0.8565)  loss_vfl_aux_1: 0.7652 (0.8008)  loss_vfl_aux_2: 0.7264 (0.7563)  loss_vfl_aux_3: 0.7015 (0.7368)  loss_vfl_aux_4: 0.6999 (0.7287)  loss_vfl_aux_5: 0.8006 (0.8292)  loss_vfl_dn_0: 0.4683 (0.4728)  loss_vfl_dn_1: 0.4155 (0.4137)  loss_vfl_dn_2: 0.4005 (0.3964)  loss_vfl_dn_3: 0.3889 (0.3888)  loss_vfl_dn_4: 0.3877 (0.3860)  loss_vfl_dn_5: 0.3847 (0.3852)  time: 0.4583  data: 0.0141  max mem: 5653
Epoch: [16]  [6700/7393]  eta: 0:05:33  lr: 0.000010  loss: 17.6177 (17.5274)  loss_bbox: 0.1645 (0.1725)  loss_bbox_aux_0: 0.1834 (0.1861)  loss_bbox_aux_1: 0.1734 (0.1770)  loss_bbox_aux_2: 0.1703 (0.1746)  loss_bbox_aux_3: 0.1634 (0.1728)  loss_bbox_aux_4: 0.1633 (0.1723)  loss_bbox_aux_5: 0.2165 (0.2283)  loss_bbox_dn_0: 0.3094 (0.3145)  loss_bbox_dn_1: 0.2240 (0.2441)  loss_bbox_dn_2: 0.2028 (0.2225)  loss_bbox_dn_3: 0.2003 (0.2149)  loss_bbox_dn_4: 0.1996 (0.2133)  loss_bbox_dn_5: 0.1995 (0.2132)  loss_giou: 0.5248 (0.5146)  loss_giou_aux_0: 0.5569 (0.5407)  loss_giou_aux_1: 0.5358 (0.5237)  loss_giou_aux_2: 0.5319 (0.5191)  loss_giou_aux_3: 0.5301 (0.5157)  loss_giou_aux_4: 0.5227 (0.5148)  loss_giou_aux_5: 0.6310 (0.6136)  loss_giou_dn_0: 0.6249 (0.6436)  loss_giou_dn_1: 0.5240 (0.5397)  loss_giou_dn_2: 0.5036 (0.5124)  loss_giou_dn_3: 0.5021 (0.5037)  loss_giou_dn_4: 0.5001 (0.5017)  loss_giou_dn_5: 0.5003 (0.5018)  loss_vfl: 0.7395 (0.7255)  loss_vfl_aux_0: 0.8695 (0.8564)  loss_vfl_aux_1: 0.8066 (0.8007)  loss_vfl_aux_2: 0.7549 (0.7562)  loss_vfl_aux_3: 0.7598 (0.7367)  loss_vfl_aux_4: 0.7310 (0.7286)  loss_vfl_aux_5: 0.8256 (0.8291)  loss_vfl_dn_0: 0.4759 (0.4728)  loss_vfl_dn_1: 0.4211 (0.4136)  loss_vfl_dn_2: 0.4053 (0.3964)  loss_vfl_dn_3: 0.4007 (0.3888)  loss_vfl_dn_4: 0.3949 (0.3859)  loss_vfl_dn_5: 0.3941 (0.3851)  time: 0.4684  data: 0.0145  max mem: 5653
Epoch: [16]  [6800/7393]  eta: 0:04:45  lr: 0.000010  loss: 17.2334 (17.5265)  loss_bbox: 0.1552 (0.1725)  loss_bbox_aux_0: 0.1599 (0.1861)  loss_bbox_aux_1: 0.1472 (0.1769)  loss_bbox_aux_2: 0.1495 (0.1746)  loss_bbox_aux_3: 0.1501 (0.1728)  loss_bbox_aux_4: 0.1552 (0.1723)  loss_bbox_aux_5: 0.2042 (0.2282)  loss_bbox_dn_0: 0.3165 (0.3146)  loss_bbox_dn_1: 0.2508 (0.2441)  loss_bbox_dn_2: 0.2199 (0.2226)  loss_bbox_dn_3: 0.2094 (0.2150)  loss_bbox_dn_4: 0.2065 (0.2133)  loss_bbox_dn_5: 0.2065 (0.2133)  loss_giou: 0.5051 (0.5144)  loss_giou_aux_0: 0.5233 (0.5405)  loss_giou_aux_1: 0.5013 (0.5235)  loss_giou_aux_2: 0.4946 (0.5189)  loss_giou_aux_3: 0.4900 (0.5155)  loss_giou_aux_4: 0.5065 (0.5146)  loss_giou_aux_5: 0.5993 (0.6134)  loss_giou_dn_0: 0.6388 (0.6435)  loss_giou_dn_1: 0.5406 (0.5396)  loss_giou_dn_2: 0.5144 (0.5123)  loss_giou_dn_3: 0.5064 (0.5036)  loss_giou_dn_4: 0.5044 (0.5015)  loss_giou_dn_5: 0.5040 (0.5017)  loss_vfl: 0.7450 (0.7257)  loss_vfl_aux_0: 0.8594 (0.8566)  loss_vfl_aux_1: 0.8185 (0.8009)  loss_vfl_aux_2: 0.7724 (0.7564)  loss_vfl_aux_3: 0.7585 (0.7370)  loss_vfl_aux_4: 0.7541 (0.7287)  loss_vfl_aux_5: 0.8285 (0.8294)  loss_vfl_dn_0: 0.4747 (0.4728)  loss_vfl_dn_1: 0.4140 (0.4137)  loss_vfl_dn_2: 0.3976 (0.3964)  loss_vfl_dn_3: 0.3941 (0.3888)  loss_vfl_dn_4: 0.3907 (0.3859)  loss_vfl_dn_5: 0.3922 (0.3852)  time: 0.4641  data: 0.0142  max mem: 5653
Epoch: [16]  [6900/7393]  eta: 0:03:57  lr: 0.000010  loss: 16.9753 (17.5249)  loss_bbox: 0.1712 (0.1724)  loss_bbox_aux_0: 0.1741 (0.1860)  loss_bbox_aux_1: 0.1688 (0.1769)  loss_bbox_aux_2: 0.1672 (0.1745)  loss_bbox_aux_3: 0.1718 (0.1727)  loss_bbox_aux_4: 0.1713 (0.1723)  loss_bbox_aux_5: 0.2216 (0.2282)  loss_bbox_dn_0: 0.3034 (0.3145)  loss_bbox_dn_1: 0.2216 (0.2441)  loss_bbox_dn_2: 0.2044 (0.2225)  loss_bbox_dn_3: 0.1936 (0.2149)  loss_bbox_dn_4: 0.1936 (0.2133)  loss_bbox_dn_5: 0.1936 (0.2132)  loss_giou: 0.5018 (0.5143)  loss_giou_aux_0: 0.5375 (0.5403)  loss_giou_aux_1: 0.5233 (0.5233)  loss_giou_aux_2: 0.5101 (0.5187)  loss_giou_aux_3: 0.5072 (0.5153)  loss_giou_aux_4: 0.4999 (0.5145)  loss_giou_aux_5: 0.6061 (0.6132)  loss_giou_dn_0: 0.6433 (0.6434)  loss_giou_dn_1: 0.5213 (0.5394)  loss_giou_dn_2: 0.4933 (0.5121)  loss_giou_dn_3: 0.4897 (0.5035)  loss_giou_dn_4: 0.4891 (0.5014)  loss_giou_dn_5: 0.4888 (0.5016)  loss_vfl: 0.7056 (0.7258)  loss_vfl_aux_0: 0.8485 (0.8568)  loss_vfl_aux_1: 0.7922 (0.8010)  loss_vfl_aux_2: 0.7203 (0.7565)  loss_vfl_aux_3: 0.7038 (0.7371)  loss_vfl_aux_4: 0.7114 (0.7288)  loss_vfl_aux_5: 0.8407 (0.8295)  loss_vfl_dn_0: 0.4700 (0.4728)  loss_vfl_dn_1: 0.4066 (0.4136)  loss_vfl_dn_2: 0.3890 (0.3964)  loss_vfl_dn_3: 0.3806 (0.3888)  loss_vfl_dn_4: 0.3761 (0.3859)  loss_vfl_dn_5: 0.3766 (0.3851)  time: 0.4642  data: 0.0137  max mem: 5653
Epoch: [16]  [7000/7393]  eta: 0:03:08  lr: 0.000010  loss: 17.1288 (17.5239)  loss_bbox: 0.1729 (0.1724)  loss_bbox_aux_0: 0.1965 (0.1861)  loss_bbox_aux_1: 0.1888 (0.1769)  loss_bbox_aux_2: 0.1846 (0.1746)  loss_bbox_aux_3: 0.1761 (0.1728)  loss_bbox_aux_4: 0.1743 (0.1724)  loss_bbox_aux_5: 0.2388 (0.2282)  loss_bbox_dn_0: 0.3316 (0.3145)  loss_bbox_dn_1: 0.2588 (0.2441)  loss_bbox_dn_2: 0.2325 (0.2225)  loss_bbox_dn_3: 0.2221 (0.2149)  loss_bbox_dn_4: 0.2180 (0.2132)  loss_bbox_dn_5: 0.2178 (0.2132)  loss_giou: 0.4735 (0.5142)  loss_giou_aux_0: 0.5072 (0.5401)  loss_giou_aux_1: 0.4974 (0.5232)  loss_giou_aux_2: 0.4919 (0.5186)  loss_giou_aux_3: 0.4850 (0.5152)  loss_giou_aux_4: 0.4816 (0.5144)  loss_giou_aux_5: 0.5685 (0.6130)  loss_giou_dn_0: 0.6350 (0.6434)  loss_giou_dn_1: 0.5149 (0.5393)  loss_giou_dn_2: 0.4839 (0.5120)  loss_giou_dn_3: 0.4759 (0.5033)  loss_giou_dn_4: 0.4749 (0.5013)  loss_giou_dn_5: 0.4751 (0.5014)  loss_vfl: 0.7345 (0.7258)  loss_vfl_aux_0: 0.8625 (0.8568)  loss_vfl_aux_1: 0.7885 (0.8010)  loss_vfl_aux_2: 0.7591 (0.7566)  loss_vfl_aux_3: 0.7442 (0.7372)  loss_vfl_aux_4: 0.7381 (0.7289)  loss_vfl_aux_5: 0.8437 (0.8296)  loss_vfl_dn_0: 0.4819 (0.4729)  loss_vfl_dn_1: 0.4265 (0.4136)  loss_vfl_dn_2: 0.4032 (0.3964)  loss_vfl_dn_3: 0.3939 (0.3888)  loss_vfl_dn_4: 0.3924 (0.3859)  loss_vfl_dn_5: 0.3902 (0.3851)  time: 0.4780  data: 0.0144  max mem: 5653
Epoch: [16]  [7100/7393]  eta: 0:02:20  lr: 0.000010  loss: 17.7731 (17.5229)  loss_bbox: 0.1707 (0.1724)  loss_bbox_aux_0: 0.1926 (0.1861)  loss_bbox_aux_1: 0.1688 (0.1769)  loss_bbox_aux_2: 0.1748 (0.1746)  loss_bbox_aux_3: 0.1678 (0.1728)  loss_bbox_aux_4: 0.1723 (0.1723)  loss_bbox_aux_5: 0.2314 (0.2282)  loss_bbox_dn_0: 0.3148 (0.3145)  loss_bbox_dn_1: 0.2498 (0.2441)  loss_bbox_dn_2: 0.2239 (0.2225)  loss_bbox_dn_3: 0.2186 (0.2149)  loss_bbox_dn_4: 0.2173 (0.2132)  loss_bbox_dn_5: 0.2173 (0.2132)  loss_giou: 0.4874 (0.5142)  loss_giou_aux_0: 0.5287 (0.5401)  loss_giou_aux_1: 0.4973 (0.5232)  loss_giou_aux_2: 0.4953 (0.5186)  loss_giou_aux_3: 0.4873 (0.5152)  loss_giou_aux_4: 0.4864 (0.5144)  loss_giou_aux_5: 0.5978 (0.6130)  loss_giou_dn_0: 0.6513 (0.6434)  loss_giou_dn_1: 0.5428 (0.5393)  loss_giou_dn_2: 0.5163 (0.5120)  loss_giou_dn_3: 0.5140 (0.5033)  loss_giou_dn_4: 0.5125 (0.5013)  loss_giou_dn_5: 0.5127 (0.5014)  loss_vfl: 0.7197 (0.7257)  loss_vfl_aux_0: 0.8752 (0.8567)  loss_vfl_aux_1: 0.8145 (0.8008)  loss_vfl_aux_2: 0.7459 (0.7565)  loss_vfl_aux_3: 0.7352 (0.7371)  loss_vfl_aux_4: 0.7359 (0.7288)  loss_vfl_aux_5: 0.8197 (0.8295)  loss_vfl_dn_0: 0.4703 (0.4728)  loss_vfl_dn_1: 0.4087 (0.4136)  loss_vfl_dn_2: 0.3924 (0.3964)  loss_vfl_dn_3: 0.3855 (0.3888)  loss_vfl_dn_4: 0.3852 (0.3859)  loss_vfl_dn_5: 0.3874 (0.3851)  time: 0.4761  data: 0.0141  max mem: 5653
Epoch: [16]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 17.2477 (17.5231)  loss_bbox: 0.1727 (0.1724)  loss_bbox_aux_0: 0.1879 (0.1860)  loss_bbox_aux_1: 0.1789 (0.1769)  loss_bbox_aux_2: 0.1754 (0.1746)  loss_bbox_aux_3: 0.1775 (0.1728)  loss_bbox_aux_4: 0.1765 (0.1724)  loss_bbox_aux_5: 0.2241 (0.2282)  loss_bbox_dn_0: 0.3111 (0.3145)  loss_bbox_dn_1: 0.2301 (0.2440)  loss_bbox_dn_2: 0.1994 (0.2224)  loss_bbox_dn_3: 0.1925 (0.2149)  loss_bbox_dn_4: 0.1941 (0.2132)  loss_bbox_dn_5: 0.1939 (0.2132)  loss_giou: 0.4828 (0.5143)  loss_giou_aux_0: 0.4983 (0.5402)  loss_giou_aux_1: 0.4966 (0.5233)  loss_giou_aux_2: 0.4853 (0.5187)  loss_giou_aux_3: 0.4823 (0.5153)  loss_giou_aux_4: 0.4879 (0.5145)  loss_giou_aux_5: 0.5791 (0.6131)  loss_giou_dn_0: 0.6269 (0.6434)  loss_giou_dn_1: 0.5080 (0.5393)  loss_giou_dn_2: 0.4781 (0.5120)  loss_giou_dn_3: 0.4699 (0.5034)  loss_giou_dn_4: 0.4689 (0.5013)  loss_giou_dn_5: 0.4684 (0.5015)  loss_vfl: 0.7420 (0.7257)  loss_vfl_aux_0: 0.8676 (0.8567)  loss_vfl_aux_1: 0.8054 (0.8007)  loss_vfl_aux_2: 0.7690 (0.7564)  loss_vfl_aux_3: 0.7638 (0.7370)  loss_vfl_aux_4: 0.7613 (0.7287)  loss_vfl_aux_5: 0.8471 (0.8296)  loss_vfl_dn_0: 0.4694 (0.4728)  loss_vfl_dn_1: 0.4123 (0.4136)  loss_vfl_dn_2: 0.3951 (0.3964)  loss_vfl_dn_3: 0.3882 (0.3888)  loss_vfl_dn_4: 0.3869 (0.3859)  loss_vfl_dn_5: 0.3864 (0.3851)  time: 0.4806  data: 0.0138  max mem: 5653
Epoch: [16]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 17.3385 (17.5208)  loss_bbox: 0.1609 (0.1724)  loss_bbox_aux_0: 0.1829 (0.1861)  loss_bbox_aux_1: 0.1742 (0.1770)  loss_bbox_aux_2: 0.1677 (0.1746)  loss_bbox_aux_3: 0.1646 (0.1728)  loss_bbox_aux_4: 0.1629 (0.1724)  loss_bbox_aux_5: 0.2398 (0.2282)  loss_bbox_dn_0: 0.3001 (0.3146)  loss_bbox_dn_1: 0.2248 (0.2441)  loss_bbox_dn_2: 0.2125 (0.2225)  loss_bbox_dn_3: 0.2117 (0.2149)  loss_bbox_dn_4: 0.2108 (0.2132)  loss_bbox_dn_5: 0.2109 (0.2132)  loss_giou: 0.4718 (0.5141)  loss_giou_aux_0: 0.5028 (0.5401)  loss_giou_aux_1: 0.4805 (0.5232)  loss_giou_aux_2: 0.4778 (0.5186)  loss_giou_aux_3: 0.4741 (0.5152)  loss_giou_aux_4: 0.4723 (0.5143)  loss_giou_aux_5: 0.5748 (0.6130)  loss_giou_dn_0: 0.6221 (0.6433)  loss_giou_dn_1: 0.5134 (0.5392)  loss_giou_dn_2: 0.4940 (0.5119)  loss_giou_dn_3: 0.4856 (0.5032)  loss_giou_dn_4: 0.4830 (0.5012)  loss_giou_dn_5: 0.4827 (0.5013)  loss_vfl: 0.7411 (0.7256)  loss_vfl_aux_0: 0.8189 (0.8565)  loss_vfl_aux_1: 0.7950 (0.8005)  loss_vfl_aux_2: 0.7558 (0.7563)  loss_vfl_aux_3: 0.7503 (0.7370)  loss_vfl_aux_4: 0.7459 (0.7287)  loss_vfl_aux_5: 0.8154 (0.8294)  loss_vfl_dn_0: 0.4652 (0.4728)  loss_vfl_dn_1: 0.4052 (0.4136)  loss_vfl_dn_2: 0.3892 (0.3963)  loss_vfl_dn_3: 0.3830 (0.3887)  loss_vfl_dn_4: 0.3798 (0.3858)  loss_vfl_dn_5: 0.3799 (0.3851)  time: 0.4577  data: 0.0139  max mem: 5653
Epoch: [16]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 17.3774 (17.5206)  loss_bbox: 0.1671 (0.1725)  loss_bbox_aux_0: 0.1799 (0.1861)  loss_bbox_aux_1: 0.1633 (0.1770)  loss_bbox_aux_2: 0.1706 (0.1746)  loss_bbox_aux_3: 0.1640 (0.1728)  loss_bbox_aux_4: 0.1675 (0.1724)  loss_bbox_aux_5: 0.2172 (0.2282)  loss_bbox_dn_0: 0.2864 (0.3145)  loss_bbox_dn_1: 0.2390 (0.2440)  loss_bbox_dn_2: 0.2173 (0.2224)  loss_bbox_dn_3: 0.2076 (0.2148)  loss_bbox_dn_4: 0.2066 (0.2131)  loss_bbox_dn_5: 0.2067 (0.2131)  loss_giou: 0.4952 (0.5143)  loss_giou_aux_0: 0.5279 (0.5402)  loss_giou_aux_1: 0.4922 (0.5233)  loss_giou_aux_2: 0.4988 (0.5187)  loss_giou_aux_3: 0.4989 (0.5153)  loss_giou_aux_4: 0.4959 (0.5145)  loss_giou_aux_5: 0.6093 (0.6131)  loss_giou_dn_0: 0.6476 (0.6434)  loss_giou_dn_1: 0.5536 (0.5393)  loss_giou_dn_2: 0.5169 (0.5120)  loss_giou_dn_3: 0.5052 (0.5033)  loss_giou_dn_4: 0.5042 (0.5013)  loss_giou_dn_5: 0.5043 (0.5014)  loss_vfl: 0.6873 (0.7255)  loss_vfl_aux_0: 0.8261 (0.8562)  loss_vfl_aux_1: 0.7635 (0.8003)  loss_vfl_aux_2: 0.7178 (0.7562)  loss_vfl_aux_3: 0.7079 (0.7368)  loss_vfl_aux_4: 0.6898 (0.7285)  loss_vfl_aux_5: 0.8121 (0.8293)  loss_vfl_dn_0: 0.4699 (0.4727)  loss_vfl_dn_1: 0.4141 (0.4135)  loss_vfl_dn_2: 0.3977 (0.3963)  loss_vfl_dn_3: 0.3917 (0.3887)  loss_vfl_dn_4: 0.3902 (0.3858)  loss_vfl_dn_5: 0.3896 (0.3850)  time: 0.4773  data: 0.0141  max mem: 5653
Epoch: [16] Total time: 0:59:11 (0.4805 s / it)
Averaged stats: lr: 0.000010  loss: 17.3774 (17.5206)  loss_bbox: 0.1671 (0.1725)  loss_bbox_aux_0: 0.1799 (0.1861)  loss_bbox_aux_1: 0.1633 (0.1770)  loss_bbox_aux_2: 0.1706 (0.1746)  loss_bbox_aux_3: 0.1640 (0.1728)  loss_bbox_aux_4: 0.1675 (0.1724)  loss_bbox_aux_5: 0.2172 (0.2282)  loss_bbox_dn_0: 0.2864 (0.3145)  loss_bbox_dn_1: 0.2390 (0.2440)  loss_bbox_dn_2: 0.2173 (0.2224)  loss_bbox_dn_3: 0.2076 (0.2148)  loss_bbox_dn_4: 0.2066 (0.2131)  loss_bbox_dn_5: 0.2067 (0.2131)  loss_giou: 0.4952 (0.5143)  loss_giou_aux_0: 0.5279 (0.5402)  loss_giou_aux_1: 0.4922 (0.5233)  loss_giou_aux_2: 0.4988 (0.5187)  loss_giou_aux_3: 0.4989 (0.5153)  loss_giou_aux_4: 0.4959 (0.5145)  loss_giou_aux_5: 0.6093 (0.6131)  loss_giou_dn_0: 0.6476 (0.6434)  loss_giou_dn_1: 0.5536 (0.5393)  loss_giou_dn_2: 0.5169 (0.5120)  loss_giou_dn_3: 0.5052 (0.5033)  loss_giou_dn_4: 0.5042 (0.5013)  loss_giou_dn_5: 0.5043 (0.5014)  loss_vfl: 0.6873 (0.7255)  loss_vfl_aux_0: 0.8261 (0.8562)  loss_vfl_aux_1: 0.7635 (0.8003)  loss_vfl_aux_2: 0.7178 (0.7562)  loss_vfl_aux_3: 0.7079 (0.7368)  loss_vfl_aux_4: 0.6898 (0.7285)  loss_vfl_aux_5: 0.8121 (0.8293)  loss_vfl_dn_0: 0.4699 (0.4727)  loss_vfl_dn_1: 0.4141 (0.4135)  loss_vfl_dn_2: 0.3977 (0.3963)  loss_vfl_dn_3: 0.3917 (0.3887)  loss_vfl_dn_4: 0.3902 (0.3858)  loss_vfl_dn_5: 0.3896 (0.3850)
Test:  [  0/157]  eta: 0:03:59    time: 1.5235  data: 1.1183  max mem: 5653
Test:  [ 10/157]  eta: 0:01:13    time: 0.5019  data: 0.1256  max mem: 5653
Test:  [ 20/157]  eta: 0:01:01    time: 0.3919  data: 0.0261  max mem: 5653
Test:  [ 30/157]  eta: 0:01:20    time: 0.7077  data: 0.0257  max mem: 5653
Test:  [ 40/157]  eta: 0:01:07    time: 0.7059  data: 0.0258  max mem: 5653
Test:  [ 50/157]  eta: 0:00:57    time: 0.3860  data: 0.0257  max mem: 5653
Test:  [ 60/157]  eta: 0:00:49    time: 0.3938  data: 0.0260  max mem: 5653
Test:  [ 70/157]  eta: 0:00:43    time: 0.3860  data: 0.0259  max mem: 5653
Test:  [ 80/157]  eta: 0:00:37    time: 0.3874  data: 0.0254  max mem: 5653
Test:  [ 90/157]  eta: 0:00:31    time: 0.3927  data: 0.0263  max mem: 5653
Test:  [100/157]  eta: 0:00:26    time: 0.3827  data: 0.0260  max mem: 5653
Test:  [110/157]  eta: 0:00:21    time: 0.3853  data: 0.0248  max mem: 5653
Test:  [120/157]  eta: 0:00:16    time: 0.3828  data: 0.0250  max mem: 5653
Test:  [130/157]  eta: 0:00:12    time: 0.3810  data: 0.0261  max mem: 5653
Test:  [140/157]  eta: 0:00:08    time: 0.6534  data: 0.0262  max mem: 5653
Test:  [150/157]  eta: 0:00:03    time: 0.6390  data: 0.0258  max mem: 5653
Test:  [156/157]  eta: 0:00:00    time: 0.6286  data: 0.0249  max mem: 5653
Test: Total time: 0:01:13 (0.4683 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=31.74s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.498
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.678
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.540
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.314
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.546
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.677
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.378
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.631
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.702
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.513
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.752
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.883
best_stat:  {'epoch': 16, 'coco_eval_bbox': 0.4984835289444741}
Epoch: [17]  [   0/7393]  eta: 21:57:43  lr: 0.000010  loss: 16.6714 (16.6714)  loss_bbox: 0.1513 (0.1513)  loss_bbox_aux_0: 0.1706 (0.1706)  loss_bbox_aux_1: 0.1713 (0.1713)  loss_bbox_aux_2: 0.1640 (0.1640)  loss_bbox_aux_3: 0.1562 (0.1562)  loss_bbox_aux_4: 0.1512 (0.1512)  loss_bbox_aux_5: 0.2040 (0.2040)  loss_bbox_dn_0: 0.2941 (0.2941)  loss_bbox_dn_1: 0.2191 (0.2191)  loss_bbox_dn_2: 0.1950 (0.1950)  loss_bbox_dn_3: 0.1822 (0.1822)  loss_bbox_dn_4: 0.1789 (0.1789)  loss_bbox_dn_5: 0.1789 (0.1789)  loss_giou: 0.5135 (0.5135)  loss_giou_aux_0: 0.5534 (0.5534)  loss_giou_aux_1: 0.5393 (0.5393)  loss_giou_aux_2: 0.5227 (0.5227)  loss_giou_aux_3: 0.5170 (0.5170)  loss_giou_aux_4: 0.5116 (0.5116)  loss_giou_aux_5: 0.6237 (0.6237)  loss_giou_dn_0: 0.6384 (0.6384)  loss_giou_dn_1: 0.5164 (0.5164)  loss_giou_dn_2: 0.4915 (0.4915)  loss_giou_dn_3: 0.4785 (0.4785)  loss_giou_dn_4: 0.4759 (0.4759)  loss_giou_dn_5: 0.4760 (0.4760)  loss_vfl: 0.6884 (0.6884)  loss_vfl_aux_0: 0.8190 (0.8190)  loss_vfl_aux_1: 0.7349 (0.7349)  loss_vfl_aux_2: 0.6964 (0.6964)  loss_vfl_aux_3: 0.6836 (0.6836)  loss_vfl_aux_4: 0.6864 (0.6864)  loss_vfl_aux_5: 0.8051 (0.8051)  loss_vfl_dn_0: 0.4523 (0.4523)  loss_vfl_dn_1: 0.3848 (0.3848)  loss_vfl_dn_2: 0.3713 (0.3713)  loss_vfl_dn_3: 0.3617 (0.3617)  loss_vfl_dn_4: 0.3558 (0.3558)  loss_vfl_dn_5: 0.3569 (0.3569)  time: 10.6944  data: 1.2977  max mem: 5653
Epoch: [17]  [ 100/7393]  eta: 1:10:55  lr: 0.000010  loss: 17.3232 (17.3833)  loss_bbox: 0.1651 (0.1660)  loss_bbox_aux_0: 0.1693 (0.1793)  loss_bbox_aux_1: 0.1602 (0.1707)  loss_bbox_aux_2: 0.1635 (0.1691)  loss_bbox_aux_3: 0.1679 (0.1669)  loss_bbox_aux_4: 0.1650 (0.1664)  loss_bbox_aux_5: 0.1984 (0.2165)  loss_bbox_dn_0: 0.2907 (0.2990)  loss_bbox_dn_1: 0.2305 (0.2309)  loss_bbox_dn_2: 0.2043 (0.2100)  loss_bbox_dn_3: 0.1962 (0.2022)  loss_bbox_dn_4: 0.1930 (0.2004)  loss_bbox_dn_5: 0.1925 (0.2003)  loss_giou: 0.5248 (0.5272)  loss_giou_aux_0: 0.5366 (0.5528)  loss_giou_aux_1: 0.5183 (0.5358)  loss_giou_aux_2: 0.5373 (0.5324)  loss_giou_aux_3: 0.5355 (0.5277)  loss_giou_aux_4: 0.5247 (0.5272)  loss_giou_aux_5: 0.6085 (0.6220)  loss_giou_dn_0: 0.6629 (0.6437)  loss_giou_dn_1: 0.5476 (0.5408)  loss_giou_dn_2: 0.5230 (0.5130)  loss_giou_dn_3: 0.5117 (0.5039)  loss_giou_dn_4: 0.5098 (0.5018)  loss_giou_dn_5: 0.5096 (0.5020)  loss_vfl: 0.7062 (0.7165)  loss_vfl_aux_0: 0.8192 (0.8368)  loss_vfl_aux_1: 0.7674 (0.7899)  loss_vfl_aux_2: 0.7219 (0.7437)  loss_vfl_aux_3: 0.6958 (0.7268)  loss_vfl_aux_4: 0.7019 (0.7181)  loss_vfl_aux_5: 0.8036 (0.8184)  loss_vfl_dn_0: 0.4709 (0.4713)  loss_vfl_dn_1: 0.4132 (0.4106)  loss_vfl_dn_2: 0.3955 (0.3936)  loss_vfl_dn_3: 0.3871 (0.3855)  loss_vfl_dn_4: 0.3840 (0.3823)  loss_vfl_dn_5: 0.3818 (0.3818)  time: 0.4830  data: 0.0160  max mem: 5653
Epoch: [17]  [ 200/7393]  eta: 1:07:17  lr: 0.000010  loss: 17.2992 (17.3155)  loss_bbox: 0.1672 (0.1692)  loss_bbox_aux_0: 0.1795 (0.1808)  loss_bbox_aux_1: 0.1777 (0.1747)  loss_bbox_aux_2: 0.1645 (0.1723)  loss_bbox_aux_3: 0.1691 (0.1703)  loss_bbox_aux_4: 0.1652 (0.1695)  loss_bbox_aux_5: 0.2289 (0.2192)  loss_bbox_dn_0: 0.3063 (0.3028)  loss_bbox_dn_1: 0.2327 (0.2333)  loss_bbox_dn_2: 0.2184 (0.2121)  loss_bbox_dn_3: 0.2115 (0.2045)  loss_bbox_dn_4: 0.2098 (0.2028)  loss_bbox_dn_5: 0.2099 (0.2028)  loss_giou: 0.4295 (0.5175)  loss_giou_aux_0: 0.4603 (0.5410)  loss_giou_aux_1: 0.4536 (0.5266)  loss_giou_aux_2: 0.4346 (0.5217)  loss_giou_aux_3: 0.4285 (0.5180)  loss_giou_aux_4: 0.4250 (0.5172)  loss_giou_aux_5: 0.5353 (0.6105)  loss_giou_dn_0: 0.6040 (0.6368)  loss_giou_dn_1: 0.5061 (0.5343)  loss_giou_dn_2: 0.4680 (0.5067)  loss_giou_dn_3: 0.4589 (0.4979)  loss_giou_dn_4: 0.4574 (0.4958)  loss_giou_dn_5: 0.4572 (0.4960)  loss_vfl: 0.7458 (0.7116)  loss_vfl_aux_0: 0.8888 (0.8504)  loss_vfl_aux_1: 0.8116 (0.7859)  loss_vfl_aux_2: 0.7656 (0.7415)  loss_vfl_aux_3: 0.7483 (0.7234)  loss_vfl_aux_4: 0.7416 (0.7139)  loss_vfl_aux_5: 0.8494 (0.8238)  loss_vfl_dn_0: 0.4739 (0.4725)  loss_vfl_dn_1: 0.4135 (0.4114)  loss_vfl_dn_2: 0.3943 (0.3940)  loss_vfl_dn_3: 0.3883 (0.3863)  loss_vfl_dn_4: 0.3864 (0.3835)  loss_vfl_dn_5: 0.3844 (0.3828)  time: 0.8029  data: 0.0157  max mem: 5653
Epoch: [17]  [ 300/7393]  eta: 1:02:44  lr: 0.000010  loss: 17.2012 (17.4391)  loss_bbox: 0.1543 (0.1711)  loss_bbox_aux_0: 0.1620 (0.1835)  loss_bbox_aux_1: 0.1535 (0.1756)  loss_bbox_aux_2: 0.1557 (0.1736)  loss_bbox_aux_3: 0.1546 (0.1717)  loss_bbox_aux_4: 0.1550 (0.1714)  loss_bbox_aux_5: 0.2015 (0.2229)  loss_bbox_dn_0: 0.2767 (0.3078)  loss_bbox_dn_1: 0.2070 (0.2380)  loss_bbox_dn_2: 0.1853 (0.2163)  loss_bbox_dn_3: 0.1820 (0.2087)  loss_bbox_dn_4: 0.1802 (0.2071)  loss_bbox_dn_5: 0.1801 (0.2070)  loss_giou: 0.5014 (0.5213)  loss_giou_aux_0: 0.5348 (0.5447)  loss_giou_aux_1: 0.5096 (0.5298)  loss_giou_aux_2: 0.5022 (0.5255)  loss_giou_aux_3: 0.5043 (0.5220)  loss_giou_aux_4: 0.4999 (0.5210)  loss_giou_aux_5: 0.6044 (0.6151)  loss_giou_dn_0: 0.6347 (0.6430)  loss_giou_dn_1: 0.5330 (0.5402)  loss_giou_dn_2: 0.5058 (0.5129)  loss_giou_dn_3: 0.4922 (0.5040)  loss_giou_dn_4: 0.4897 (0.5020)  loss_giou_dn_5: 0.4894 (0.5022)  loss_vfl: 0.7005 (0.7136)  loss_vfl_aux_0: 0.8298 (0.8517)  loss_vfl_aux_1: 0.7484 (0.7901)  loss_vfl_aux_2: 0.7196 (0.7430)  loss_vfl_aux_3: 0.6956 (0.7254)  loss_vfl_aux_4: 0.7069 (0.7164)  loss_vfl_aux_5: 0.8037 (0.8244)  loss_vfl_dn_0: 0.4701 (0.4720)  loss_vfl_dn_1: 0.4103 (0.4123)  loss_vfl_dn_2: 0.3892 (0.3954)  loss_vfl_dn_3: 0.3833 (0.3875)  loss_vfl_dn_4: 0.3790 (0.3847)  loss_vfl_dn_5: 0.3823 (0.3841)  time: 0.4623  data: 0.0159  max mem: 5653
Epoch: [17]  [ 400/7393]  eta: 1:00:12  lr: 0.000010  loss: 17.1700 (17.4208)  loss_bbox: 0.1569 (0.1707)  loss_bbox_aux_0: 0.1758 (0.1840)  loss_bbox_aux_1: 0.1714 (0.1755)  loss_bbox_aux_2: 0.1648 (0.1733)  loss_bbox_aux_3: 0.1593 (0.1713)  loss_bbox_aux_4: 0.1568 (0.1709)  loss_bbox_aux_5: 0.2199 (0.2234)  loss_bbox_dn_0: 0.2967 (0.3091)  loss_bbox_dn_1: 0.2328 (0.2388)  loss_bbox_dn_2: 0.2113 (0.2171)  loss_bbox_dn_3: 0.1984 (0.2095)  loss_bbox_dn_4: 0.1951 (0.2079)  loss_bbox_dn_5: 0.1951 (0.2078)  loss_giou: 0.4908 (0.5184)  loss_giou_aux_0: 0.5200 (0.5425)  loss_giou_aux_1: 0.4943 (0.5272)  loss_giou_aux_2: 0.4825 (0.5229)  loss_giou_aux_3: 0.4850 (0.5194)  loss_giou_aux_4: 0.4856 (0.5180)  loss_giou_aux_5: 0.5539 (0.6134)  loss_giou_dn_0: 0.6141 (0.6419)  loss_giou_dn_1: 0.5171 (0.5383)  loss_giou_dn_2: 0.4893 (0.5112)  loss_giou_dn_3: 0.4791 (0.5024)  loss_giou_dn_4: 0.4762 (0.5005)  loss_giou_dn_5: 0.4762 (0.5006)  loss_vfl: 0.7384 (0.7153)  loss_vfl_aux_0: 0.8546 (0.8505)  loss_vfl_aux_1: 0.7917 (0.7907)  loss_vfl_aux_2: 0.7510 (0.7447)  loss_vfl_aux_3: 0.7378 (0.7269)  loss_vfl_aux_4: 0.7437 (0.7186)  loss_vfl_aux_5: 0.8023 (0.8242)  loss_vfl_dn_0: 0.4678 (0.4716)  loss_vfl_dn_1: 0.4066 (0.4120)  loss_vfl_dn_2: 0.3909 (0.3950)  loss_vfl_dn_3: 0.3852 (0.3871)  loss_vfl_dn_4: 0.3812 (0.3843)  loss_vfl_dn_5: 0.3800 (0.3836)  time: 0.4740  data: 0.0163  max mem: 5653
Epoch: [17]  [ 500/7393]  eta: 0:58:25  lr: 0.000010  loss: 17.1037 (17.4268)  loss_bbox: 0.1629 (0.1707)  loss_bbox_aux_0: 0.1745 (0.1837)  loss_bbox_aux_1: 0.1740 (0.1754)  loss_bbox_aux_2: 0.1713 (0.1734)  loss_bbox_aux_3: 0.1719 (0.1712)  loss_bbox_aux_4: 0.1628 (0.1709)  loss_bbox_aux_5: 0.2206 (0.2235)  loss_bbox_dn_0: 0.2918 (0.3087)  loss_bbox_dn_1: 0.2123 (0.2383)  loss_bbox_dn_2: 0.1986 (0.2167)  loss_bbox_dn_3: 0.1944 (0.2091)  loss_bbox_dn_4: 0.1937 (0.2075)  loss_bbox_dn_5: 0.1935 (0.2075)  loss_giou: 0.4886 (0.5172)  loss_giou_aux_0: 0.5335 (0.5421)  loss_giou_aux_1: 0.5128 (0.5265)  loss_giou_aux_2: 0.5027 (0.5218)  loss_giou_aux_3: 0.5065 (0.5183)  loss_giou_aux_4: 0.4886 (0.5168)  loss_giou_aux_5: 0.5916 (0.6132)  loss_giou_dn_0: 0.6365 (0.6424)  loss_giou_dn_1: 0.5333 (0.5386)  loss_giou_dn_2: 0.5053 (0.5113)  loss_giou_dn_3: 0.5026 (0.5025)  loss_giou_dn_4: 0.4994 (0.5005)  loss_giou_dn_5: 0.4999 (0.5007)  loss_vfl: 0.7163 (0.7175)  loss_vfl_aux_0: 0.8295 (0.8521)  loss_vfl_aux_1: 0.8148 (0.7926)  loss_vfl_aux_2: 0.7541 (0.7467)  loss_vfl_aux_3: 0.7307 (0.7292)  loss_vfl_aux_4: 0.7254 (0.7207)  loss_vfl_aux_5: 0.8293 (0.8260)  loss_vfl_dn_0: 0.4650 (0.4715)  loss_vfl_dn_1: 0.4007 (0.4118)  loss_vfl_dn_2: 0.3832 (0.3951)  loss_vfl_dn_3: 0.3769 (0.3872)  loss_vfl_dn_4: 0.3706 (0.3844)  loss_vfl_dn_5: 0.3699 (0.3837)  time: 0.4819  data: 0.0155  max mem: 5653
Epoch: [17]  [ 600/7393]  eta: 0:56:55  lr: 0.000010  loss: 17.2620 (17.4273)  loss_bbox: 0.1664 (0.1712)  loss_bbox_aux_0: 0.1719 (0.1843)  loss_bbox_aux_1: 0.1716 (0.1758)  loss_bbox_aux_2: 0.1718 (0.1737)  loss_bbox_aux_3: 0.1671 (0.1717)  loss_bbox_aux_4: 0.1688 (0.1712)  loss_bbox_aux_5: 0.2178 (0.2249)  loss_bbox_dn_0: 0.2733 (0.3110)  loss_bbox_dn_1: 0.2198 (0.2401)  loss_bbox_dn_2: 0.2073 (0.2181)  loss_bbox_dn_3: 0.1993 (0.2104)  loss_bbox_dn_4: 0.1952 (0.2088)  loss_bbox_dn_5: 0.1954 (0.2088)  loss_giou: 0.5121 (0.5153)  loss_giou_aux_0: 0.5278 (0.5402)  loss_giou_aux_1: 0.5262 (0.5245)  loss_giou_aux_2: 0.5118 (0.5199)  loss_giou_aux_3: 0.5153 (0.5164)  loss_giou_aux_4: 0.5129 (0.5148)  loss_giou_aux_5: 0.6048 (0.6118)  loss_giou_dn_0: 0.6497 (0.6428)  loss_giou_dn_1: 0.5434 (0.5391)  loss_giou_dn_2: 0.5184 (0.5114)  loss_giou_dn_3: 0.5088 (0.5026)  loss_giou_dn_4: 0.5059 (0.5006)  loss_giou_dn_5: 0.5059 (0.5007)  loss_vfl: 0.6594 (0.7171)  loss_vfl_aux_0: 0.8303 (0.8534)  loss_vfl_aux_1: 0.7359 (0.7929)  loss_vfl_aux_2: 0.6885 (0.7469)  loss_vfl_aux_3: 0.6629 (0.7289)  loss_vfl_aux_4: 0.6688 (0.7206)  loss_vfl_aux_5: 0.7859 (0.8260)  loss_vfl_dn_0: 0.4593 (0.4710)  loss_vfl_dn_1: 0.4004 (0.4115)  loss_vfl_dn_2: 0.3918 (0.3946)  loss_vfl_dn_3: 0.3817 (0.3868)  loss_vfl_dn_4: 0.3785 (0.3840)  loss_vfl_dn_5: 0.3770 (0.3834)  time: 0.4672  data: 0.0166  max mem: 5653
Epoch: [17]  [ 700/7393]  eta: 0:55:38  lr: 0.000010  loss: 18.0375 (17.3937)  loss_bbox: 0.1712 (0.1710)  loss_bbox_aux_0: 0.1752 (0.1835)  loss_bbox_aux_1: 0.1573 (0.1754)  loss_bbox_aux_2: 0.1589 (0.1732)  loss_bbox_aux_3: 0.1713 (0.1711)  loss_bbox_aux_4: 0.1713 (0.1707)  loss_bbox_aux_5: 0.2124 (0.2244)  loss_bbox_dn_0: 0.2937 (0.3108)  loss_bbox_dn_1: 0.2406 (0.2401)  loss_bbox_dn_2: 0.2206 (0.2180)  loss_bbox_dn_3: 0.2116 (0.2104)  loss_bbox_dn_4: 0.2069 (0.2088)  loss_bbox_dn_5: 0.2068 (0.2087)  loss_giou: 0.5025 (0.5123)  loss_giou_aux_0: 0.5216 (0.5367)  loss_giou_aux_1: 0.5127 (0.5214)  loss_giou_aux_2: 0.4924 (0.5168)  loss_giou_aux_3: 0.4849 (0.5130)  loss_giou_aux_4: 0.4971 (0.5117)  loss_giou_aux_5: 0.6038 (0.6086)  loss_giou_dn_0: 0.6477 (0.6409)  loss_giou_dn_1: 0.5472 (0.5372)  loss_giou_dn_2: 0.5194 (0.5094)  loss_giou_dn_3: 0.5065 (0.5007)  loss_giou_dn_4: 0.5024 (0.4986)  loss_giou_dn_5: 0.5025 (0.4987)  loss_vfl: 0.7255 (0.7173)  loss_vfl_aux_0: 0.8738 (0.8545)  loss_vfl_aux_1: 0.7938 (0.7935)  loss_vfl_aux_2: 0.7439 (0.7473)  loss_vfl_aux_3: 0.7388 (0.7293)  loss_vfl_aux_4: 0.7366 (0.7211)  loss_vfl_aux_5: 0.8350 (0.8271)  loss_vfl_dn_0: 0.4732 (0.4713)  loss_vfl_dn_1: 0.4129 (0.4115)  loss_vfl_dn_2: 0.3972 (0.3947)  loss_vfl_dn_3: 0.3886 (0.3868)  loss_vfl_dn_4: 0.3875 (0.3840)  loss_vfl_dn_5: 0.3879 (0.3833)  time: 0.4663  data: 0.0149  max mem: 5653
Epoch: [17]  [ 800/7393]  eta: 0:54:30  lr: 0.000010  loss: 17.2560 (17.3856)  loss_bbox: 0.1471 (0.1713)  loss_bbox_aux_0: 0.1551 (0.1836)  loss_bbox_aux_1: 0.1530 (0.1756)  loss_bbox_aux_2: 0.1511 (0.1734)  loss_bbox_aux_3: 0.1575 (0.1714)  loss_bbox_aux_4: 0.1481 (0.1711)  loss_bbox_aux_5: 0.1987 (0.2250)  loss_bbox_dn_0: 0.2692 (0.3109)  loss_bbox_dn_1: 0.2083 (0.2400)  loss_bbox_dn_2: 0.1787 (0.2181)  loss_bbox_dn_3: 0.1680 (0.2104)  loss_bbox_dn_4: 0.1662 (0.2088)  loss_bbox_dn_5: 0.1663 (0.2088)  loss_giou: 0.5303 (0.5120)  loss_giou_aux_0: 0.5322 (0.5361)  loss_giou_aux_1: 0.5215 (0.5210)  loss_giou_aux_2: 0.5151 (0.5163)  loss_giou_aux_3: 0.5327 (0.5127)  loss_giou_aux_4: 0.5253 (0.5114)  loss_giou_aux_5: 0.6089 (0.6086)  loss_giou_dn_0: 0.6451 (0.6399)  loss_giou_dn_1: 0.5230 (0.5359)  loss_giou_dn_2: 0.4984 (0.5083)  loss_giou_dn_3: 0.4916 (0.4996)  loss_giou_dn_4: 0.4889 (0.4975)  loss_giou_dn_5: 0.4893 (0.4976)  loss_vfl: 0.6561 (0.7165)  loss_vfl_aux_0: 0.8352 (0.8554)  loss_vfl_aux_1: 0.7621 (0.7932)  loss_vfl_aux_2: 0.7101 (0.7473)  loss_vfl_aux_3: 0.6890 (0.7290)  loss_vfl_aux_4: 0.6672 (0.7201)  loss_vfl_aux_5: 0.7993 (0.8274)  loss_vfl_dn_0: 0.4669 (0.4714)  loss_vfl_dn_1: 0.4098 (0.4116)  loss_vfl_dn_2: 0.3893 (0.3946)  loss_vfl_dn_3: 0.3791 (0.3867)  loss_vfl_dn_4: 0.3736 (0.3839)  loss_vfl_dn_5: 0.3740 (0.3833)  time: 0.4746  data: 0.0143  max mem: 5653
Epoch: [17]  [ 900/7393]  eta: 0:53:25  lr: 0.000010  loss: 17.2714 (17.3825)  loss_bbox: 0.1668 (0.1714)  loss_bbox_aux_0: 0.1787 (0.1836)  loss_bbox_aux_1: 0.1643 (0.1755)  loss_bbox_aux_2: 0.1684 (0.1734)  loss_bbox_aux_3: 0.1684 (0.1715)  loss_bbox_aux_4: 0.1672 (0.1711)  loss_bbox_aux_5: 0.2126 (0.2246)  loss_bbox_dn_0: 0.3093 (0.3105)  loss_bbox_dn_1: 0.2418 (0.2397)  loss_bbox_dn_2: 0.2204 (0.2178)  loss_bbox_dn_3: 0.2114 (0.2102)  loss_bbox_dn_4: 0.2099 (0.2085)  loss_bbox_dn_5: 0.2108 (0.2085)  loss_giou: 0.4647 (0.5122)  loss_giou_aux_0: 0.4842 (0.5362)  loss_giou_aux_1: 0.4823 (0.5212)  loss_giou_aux_2: 0.4774 (0.5165)  loss_giou_aux_3: 0.4785 (0.5130)  loss_giou_aux_4: 0.4755 (0.5117)  loss_giou_aux_5: 0.5513 (0.6089)  loss_giou_dn_0: 0.6329 (0.6396)  loss_giou_dn_1: 0.5418 (0.5357)  loss_giou_dn_2: 0.5115 (0.5081)  loss_giou_dn_3: 0.5012 (0.4994)  loss_giou_dn_4: 0.4993 (0.4973)  loss_giou_dn_5: 0.4996 (0.4975)  loss_vfl: 0.7319 (0.7163)  loss_vfl_aux_0: 0.8733 (0.8552)  loss_vfl_aux_1: 0.8060 (0.7928)  loss_vfl_aux_2: 0.7581 (0.7473)  loss_vfl_aux_3: 0.7330 (0.7284)  loss_vfl_aux_4: 0.7401 (0.7201)  loss_vfl_aux_5: 0.8663 (0.8274)  loss_vfl_dn_0: 0.4731 (0.4714)  loss_vfl_dn_1: 0.4065 (0.4117)  loss_vfl_dn_2: 0.3895 (0.3945)  loss_vfl_dn_3: 0.3823 (0.3867)  loss_vfl_dn_4: 0.3802 (0.3839)  loss_vfl_dn_5: 0.3775 (0.3832)  time: 0.4853  data: 0.0154  max mem: 5653
Epoch: [17]  [1000/7393]  eta: 0:52:22  lr: 0.000010  loss: 17.4698 (17.3791)  loss_bbox: 0.1637 (0.1715)  loss_bbox_aux_0: 0.1820 (0.1835)  loss_bbox_aux_1: 0.1675 (0.1755)  loss_bbox_aux_2: 0.1624 (0.1732)  loss_bbox_aux_3: 0.1597 (0.1713)  loss_bbox_aux_4: 0.1629 (0.1712)  loss_bbox_aux_5: 0.2221 (0.2251)  loss_bbox_dn_0: 0.2953 (0.3111)  loss_bbox_dn_1: 0.2344 (0.2402)  loss_bbox_dn_2: 0.2138 (0.2183)  loss_bbox_dn_3: 0.2065 (0.2106)  loss_bbox_dn_4: 0.2051 (0.2089)  loss_bbox_dn_5: 0.2048 (0.2089)  loss_giou: 0.5026 (0.5110)  loss_giou_aux_0: 0.5195 (0.5352)  loss_giou_aux_1: 0.5076 (0.5200)  loss_giou_aux_2: 0.5085 (0.5152)  loss_giou_aux_3: 0.4949 (0.5117)  loss_giou_aux_4: 0.4985 (0.5106)  loss_giou_aux_5: 0.6036 (0.6081)  loss_giou_dn_0: 0.6414 (0.6395)  loss_giou_dn_1: 0.5386 (0.5354)  loss_giou_dn_2: 0.5191 (0.5079)  loss_giou_dn_3: 0.5176 (0.4991)  loss_giou_dn_4: 0.5156 (0.4970)  loss_giou_dn_5: 0.5157 (0.4972)  loss_vfl: 0.6728 (0.7167)  loss_vfl_aux_0: 0.8215 (0.8557)  loss_vfl_aux_1: 0.7424 (0.7932)  loss_vfl_aux_2: 0.7025 (0.7483)  loss_vfl_aux_3: 0.6999 (0.7295)  loss_vfl_aux_4: 0.6782 (0.7203)  loss_vfl_aux_5: 0.7873 (0.8277)  loss_vfl_dn_0: 0.4601 (0.4712)  loss_vfl_dn_1: 0.4028 (0.4116)  loss_vfl_dn_2: 0.3876 (0.3945)  loss_vfl_dn_3: 0.3782 (0.3865)  loss_vfl_dn_4: 0.3751 (0.3837)  loss_vfl_dn_5: 0.3749 (0.3830)  time: 0.4720  data: 0.0150  max mem: 5653
Epoch: [17]  [1100/7393]  eta: 0:51:22  lr: 0.000010  loss: 17.2737 (17.3922)  loss_bbox: 0.1678 (0.1717)  loss_bbox_aux_0: 0.1712 (0.1835)  loss_bbox_aux_1: 0.1639 (0.1755)  loss_bbox_aux_2: 0.1693 (0.1734)  loss_bbox_aux_3: 0.1697 (0.1715)  loss_bbox_aux_4: 0.1684 (0.1714)  loss_bbox_aux_5: 0.2113 (0.2255)  loss_bbox_dn_0: 0.2891 (0.3115)  loss_bbox_dn_1: 0.2218 (0.2404)  loss_bbox_dn_2: 0.2052 (0.2185)  loss_bbox_dn_3: 0.1932 (0.2108)  loss_bbox_dn_4: 0.1905 (0.2091)  loss_bbox_dn_5: 0.1905 (0.2090)  loss_giou: 0.4899 (0.5117)  loss_giou_aux_0: 0.4940 (0.5357)  loss_giou_aux_1: 0.5013 (0.5206)  loss_giou_aux_2: 0.4900 (0.5157)  loss_giou_aux_3: 0.4917 (0.5123)  loss_giou_aux_4: 0.4857 (0.5113)  loss_giou_aux_5: 0.5818 (0.6090)  loss_giou_dn_0: 0.6210 (0.6397)  loss_giou_dn_1: 0.5148 (0.5355)  loss_giou_dn_2: 0.4887 (0.5080)  loss_giou_dn_3: 0.4809 (0.4992)  loss_giou_dn_4: 0.4789 (0.4972)  loss_giou_dn_5: 0.4790 (0.4973)  loss_vfl: 0.6813 (0.7172)  loss_vfl_aux_0: 0.8560 (0.8572)  loss_vfl_aux_1: 0.7669 (0.7943)  loss_vfl_aux_2: 0.7119 (0.7493)  loss_vfl_aux_3: 0.7028 (0.7300)  loss_vfl_aux_4: 0.6846 (0.7207)  loss_vfl_aux_5: 0.8300 (0.8282)  loss_vfl_dn_0: 0.4755 (0.4713)  loss_vfl_dn_1: 0.4090 (0.4116)  loss_vfl_dn_2: 0.3846 (0.3944)  loss_vfl_dn_3: 0.3776 (0.3865)  loss_vfl_dn_4: 0.3744 (0.3836)  loss_vfl_dn_5: 0.3743 (0.3830)  time: 0.4874  data: 0.0152  max mem: 5653
Epoch: [17]  [1200/7393]  eta: 0:50:26  lr: 0.000010  loss: 17.5413 (17.3950)  loss_bbox: 0.1563 (0.1718)  loss_bbox_aux_0: 0.1837 (0.1835)  loss_bbox_aux_1: 0.1665 (0.1756)  loss_bbox_aux_2: 0.1631 (0.1736)  loss_bbox_aux_3: 0.1649 (0.1716)  loss_bbox_aux_4: 0.1638 (0.1716)  loss_bbox_aux_5: 0.2316 (0.2258)  loss_bbox_dn_0: 0.3491 (0.3126)  loss_bbox_dn_1: 0.2757 (0.2414)  loss_bbox_dn_2: 0.2554 (0.2193)  loss_bbox_dn_3: 0.2450 (0.2115)  loss_bbox_dn_4: 0.2408 (0.2098)  loss_bbox_dn_5: 0.2408 (0.2098)  loss_giou: 0.4729 (0.5095)  loss_giou_aux_0: 0.4823 (0.5335)  loss_giou_aux_1: 0.4769 (0.5184)  loss_giou_aux_2: 0.4728 (0.5135)  loss_giou_aux_3: 0.4663 (0.5102)  loss_giou_aux_4: 0.4796 (0.5092)  loss_giou_aux_5: 0.5721 (0.6075)  loss_giou_dn_0: 0.6372 (0.6390)  loss_giou_dn_1: 0.5229 (0.5348)  loss_giou_dn_2: 0.4938 (0.5072)  loss_giou_dn_3: 0.4838 (0.4983)  loss_giou_dn_4: 0.4825 (0.4963)  loss_giou_dn_5: 0.4825 (0.4965)  loss_vfl: 0.7440 (0.7193)  loss_vfl_aux_0: 0.8790 (0.8601)  loss_vfl_aux_1: 0.8106 (0.7966)  loss_vfl_aux_2: 0.7817 (0.7517)  loss_vfl_aux_3: 0.7597 (0.7321)  loss_vfl_aux_4: 0.7338 (0.7228)  loss_vfl_aux_5: 0.8112 (0.8294)  loss_vfl_dn_0: 0.4691 (0.4715)  loss_vfl_dn_1: 0.4103 (0.4117)  loss_vfl_dn_2: 0.3903 (0.3945)  loss_vfl_dn_3: 0.3807 (0.3866)  loss_vfl_dn_4: 0.3776 (0.3838)  loss_vfl_dn_5: 0.3764 (0.3831)  time: 0.4724  data: 0.0138  max mem: 5653
Epoch: [17]  [1300/7393]  eta: 0:49:31  lr: 0.000010  loss: 17.3714 (17.3813)  loss_bbox: 0.1587 (0.1715)  loss_bbox_aux_0: 0.1695 (0.1833)  loss_bbox_aux_1: 0.1562 (0.1752)  loss_bbox_aux_2: 0.1599 (0.1734)  loss_bbox_aux_3: 0.1583 (0.1713)  loss_bbox_aux_4: 0.1549 (0.1713)  loss_bbox_aux_5: 0.1952 (0.2258)  loss_bbox_dn_0: 0.2679 (0.3127)  loss_bbox_dn_1: 0.1921 (0.2414)  loss_bbox_dn_2: 0.1716 (0.2193)  loss_bbox_dn_3: 0.1644 (0.2115)  loss_bbox_dn_4: 0.1636 (0.2098)  loss_bbox_dn_5: 0.1635 (0.2098)  loss_giou: 0.5089 (0.5085)  loss_giou_aux_0: 0.5286 (0.5325)  loss_giou_aux_1: 0.5049 (0.5173)  loss_giou_aux_2: 0.5156 (0.5125)  loss_giou_aux_3: 0.5071 (0.5091)  loss_giou_aux_4: 0.5076 (0.5082)  loss_giou_aux_5: 0.6381 (0.6067)  loss_giou_dn_0: 0.6458 (0.6380)  loss_giou_dn_1: 0.5438 (0.5338)  loss_giou_dn_2: 0.5191 (0.5062)  loss_giou_dn_3: 0.5123 (0.4974)  loss_giou_dn_4: 0.5106 (0.4953)  loss_giou_dn_5: 0.5110 (0.4955)  loss_vfl: 0.7055 (0.7195)  loss_vfl_aux_0: 0.8250 (0.8602)  loss_vfl_aux_1: 0.7658 (0.7968)  loss_vfl_aux_2: 0.7292 (0.7517)  loss_vfl_aux_3: 0.7093 (0.7324)  loss_vfl_aux_4: 0.7106 (0.7230)  loss_vfl_aux_5: 0.7966 (0.8300)  loss_vfl_dn_0: 0.4701 (0.4716)  loss_vfl_dn_1: 0.4128 (0.4115)  loss_vfl_dn_2: 0.3978 (0.3944)  loss_vfl_dn_3: 0.3872 (0.3864)  loss_vfl_dn_4: 0.3845 (0.3836)  loss_vfl_dn_5: 0.3832 (0.3829)  time: 0.4742  data: 0.0136  max mem: 5653
Epoch: [17]  [1400/7393]  eta: 0:48:34  lr: 0.000010  loss: 17.6009 (17.3837)  loss_bbox: 0.1576 (0.1714)  loss_bbox_aux_0: 0.1780 (0.1832)  loss_bbox_aux_1: 0.1643 (0.1751)  loss_bbox_aux_2: 0.1554 (0.1732)  loss_bbox_aux_3: 0.1601 (0.1713)  loss_bbox_aux_4: 0.1584 (0.1712)  loss_bbox_aux_5: 0.2083 (0.2257)  loss_bbox_dn_0: 0.2922 (0.3125)  loss_bbox_dn_1: 0.2405 (0.2414)  loss_bbox_dn_2: 0.2192 (0.2194)  loss_bbox_dn_3: 0.2098 (0.2115)  loss_bbox_dn_4: 0.2073 (0.2098)  loss_bbox_dn_5: 0.2072 (0.2098)  loss_giou: 0.5100 (0.5086)  loss_giou_aux_0: 0.5257 (0.5326)  loss_giou_aux_1: 0.5181 (0.5173)  loss_giou_aux_2: 0.5135 (0.5126)  loss_giou_aux_3: 0.5195 (0.5093)  loss_giou_aux_4: 0.5126 (0.5083)  loss_giou_aux_5: 0.6189 (0.6065)  loss_giou_dn_0: 0.6477 (0.6381)  loss_giou_dn_1: 0.5474 (0.5339)  loss_giou_dn_2: 0.5216 (0.5064)  loss_giou_dn_3: 0.5118 (0.4976)  loss_giou_dn_4: 0.5094 (0.4955)  loss_giou_dn_5: 0.5096 (0.4957)  loss_vfl: 0.7215 (0.7198)  loss_vfl_aux_0: 0.8470 (0.8602)  loss_vfl_aux_1: 0.7824 (0.7972)  loss_vfl_aux_2: 0.7526 (0.7522)  loss_vfl_aux_3: 0.7310 (0.7325)  loss_vfl_aux_4: 0.7282 (0.7233)  loss_vfl_aux_5: 0.8164 (0.8300)  loss_vfl_dn_0: 0.4711 (0.4716)  loss_vfl_dn_1: 0.4152 (0.4115)  loss_vfl_dn_2: 0.3974 (0.3944)  loss_vfl_dn_3: 0.3917 (0.3865)  loss_vfl_dn_4: 0.3900 (0.3837)  loss_vfl_dn_5: 0.3886 (0.3829)  time: 0.4663  data: 0.0150  max mem: 5653
Epoch: [17]  [1500/7393]  eta: 0:47:41  lr: 0.000010  loss: 17.3945 (17.3925)  loss_bbox: 0.1722 (0.1718)  loss_bbox_aux_0: 0.1851 (0.1835)  loss_bbox_aux_1: 0.1733 (0.1754)  loss_bbox_aux_2: 0.1737 (0.1737)  loss_bbox_aux_3: 0.1695 (0.1718)  loss_bbox_aux_4: 0.1669 (0.1716)  loss_bbox_aux_5: 0.2381 (0.2261)  loss_bbox_dn_0: 0.2885 (0.3126)  loss_bbox_dn_1: 0.2242 (0.2417)  loss_bbox_dn_2: 0.2009 (0.2197)  loss_bbox_dn_3: 0.1921 (0.2119)  loss_bbox_dn_4: 0.1891 (0.2102)  loss_bbox_dn_5: 0.1889 (0.2102)  loss_giou: 0.4940 (0.5091)  loss_giou_aux_0: 0.5195 (0.5331)  loss_giou_aux_1: 0.4946 (0.5177)  loss_giou_aux_2: 0.4921 (0.5132)  loss_giou_aux_3: 0.4926 (0.5099)  loss_giou_aux_4: 0.4934 (0.5089)  loss_giou_aux_5: 0.5997 (0.6071)  loss_giou_dn_0: 0.6432 (0.6385)  loss_giou_dn_1: 0.5481 (0.5346)  loss_giou_dn_2: 0.5148 (0.5071)  loss_giou_dn_3: 0.5106 (0.4983)  loss_giou_dn_4: 0.5085 (0.4962)  loss_giou_dn_5: 0.5083 (0.4963)  loss_vfl: 0.6870 (0.7196)  loss_vfl_aux_0: 0.7942 (0.8592)  loss_vfl_aux_1: 0.7524 (0.7968)  loss_vfl_aux_2: 0.7234 (0.7518)  loss_vfl_aux_3: 0.6942 (0.7320)  loss_vfl_aux_4: 0.6844 (0.7231)  loss_vfl_aux_5: 0.7899 (0.8290)  loss_vfl_dn_0: 0.4639 (0.4716)  loss_vfl_dn_1: 0.4089 (0.4116)  loss_vfl_dn_2: 0.3947 (0.3944)  loss_vfl_dn_3: 0.3896 (0.3866)  loss_vfl_dn_4: 0.3877 (0.3838)  loss_vfl_dn_5: 0.3861 (0.3831)  time: 0.4590  data: 0.0143  max mem: 5653
Epoch: [17]  [1600/7393]  eta: 0:46:46  lr: 0.000010  loss: 17.6225 (17.3845)  loss_bbox: 0.1732 (0.1717)  loss_bbox_aux_0: 0.1758 (0.1834)  loss_bbox_aux_1: 0.1678 (0.1754)  loss_bbox_aux_2: 0.1680 (0.1736)  loss_bbox_aux_3: 0.1672 (0.1716)  loss_bbox_aux_4: 0.1711 (0.1715)  loss_bbox_aux_5: 0.2171 (0.2260)  loss_bbox_dn_0: 0.2918 (0.3122)  loss_bbox_dn_1: 0.2292 (0.2415)  loss_bbox_dn_2: 0.2119 (0.2196)  loss_bbox_dn_3: 0.2045 (0.2119)  loss_bbox_dn_4: 0.2020 (0.2102)  loss_bbox_dn_5: 0.2021 (0.2101)  loss_giou: 0.5189 (0.5090)  loss_giou_aux_0: 0.5170 (0.5330)  loss_giou_aux_1: 0.5279 (0.5177)  loss_giou_aux_2: 0.5137 (0.5131)  loss_giou_aux_3: 0.5194 (0.5097)  loss_giou_aux_4: 0.5205 (0.5088)  loss_giou_aux_5: 0.6303 (0.6070)  loss_giou_dn_0: 0.6410 (0.6383)  loss_giou_dn_1: 0.5395 (0.5344)  loss_giou_dn_2: 0.4983 (0.5069)  loss_giou_dn_3: 0.4889 (0.4981)  loss_giou_dn_4: 0.4845 (0.4961)  loss_giou_dn_5: 0.4848 (0.4962)  loss_vfl: 0.7144 (0.7191)  loss_vfl_aux_0: 0.8437 (0.8585)  loss_vfl_aux_1: 0.7680 (0.7960)  loss_vfl_aux_2: 0.7355 (0.7510)  loss_vfl_aux_3: 0.7138 (0.7318)  loss_vfl_aux_4: 0.7145 (0.7226)  loss_vfl_aux_5: 0.8036 (0.8284)  loss_vfl_dn_0: 0.4684 (0.4714)  loss_vfl_dn_1: 0.4131 (0.4113)  loss_vfl_dn_2: 0.3982 (0.3943)  loss_vfl_dn_3: 0.3918 (0.3864)  loss_vfl_dn_4: 0.3900 (0.3837)  loss_vfl_dn_5: 0.3906 (0.3829)  time: 0.4822  data: 0.0146  max mem: 5653
Epoch: [17]  [1700/7393]  eta: 0:45:53  lr: 0.000010  loss: 17.7328 (17.3901)  loss_bbox: 0.1645 (0.1716)  loss_bbox_aux_0: 0.1737 (0.1834)  loss_bbox_aux_1: 0.1687 (0.1753)  loss_bbox_aux_2: 0.1652 (0.1735)  loss_bbox_aux_3: 0.1668 (0.1715)  loss_bbox_aux_4: 0.1674 (0.1714)  loss_bbox_aux_5: 0.2113 (0.2260)  loss_bbox_dn_0: 0.2990 (0.3116)  loss_bbox_dn_1: 0.2212 (0.2411)  loss_bbox_dn_2: 0.1895 (0.2192)  loss_bbox_dn_3: 0.1829 (0.2115)  loss_bbox_dn_4: 0.1801 (0.2098)  loss_bbox_dn_5: 0.1804 (0.2098)  loss_giou: 0.4915 (0.5096)  loss_giou_aux_0: 0.5243 (0.5337)  loss_giou_aux_1: 0.5018 (0.5183)  loss_giou_aux_2: 0.4867 (0.5138)  loss_giou_aux_3: 0.4873 (0.5104)  loss_giou_aux_4: 0.4916 (0.5095)  loss_giou_aux_5: 0.6265 (0.6074)  loss_giou_dn_0: 0.6596 (0.6388)  loss_giou_dn_1: 0.5356 (0.5348)  loss_giou_dn_2: 0.5023 (0.5074)  loss_giou_dn_3: 0.4909 (0.4987)  loss_giou_dn_4: 0.4892 (0.4966)  loss_giou_dn_5: 0.4895 (0.4968)  loss_vfl: 0.6548 (0.7197)  loss_vfl_aux_0: 0.8333 (0.8578)  loss_vfl_aux_1: 0.7468 (0.7961)  loss_vfl_aux_2: 0.7101 (0.7516)  loss_vfl_aux_3: 0.6755 (0.7321)  loss_vfl_aux_4: 0.6559 (0.7231)  loss_vfl_aux_5: 0.8099 (0.8277)  loss_vfl_dn_0: 0.4649 (0.4715)  loss_vfl_dn_1: 0.4092 (0.4114)  loss_vfl_dn_2: 0.3936 (0.3944)  loss_vfl_dn_3: 0.3876 (0.3866)  loss_vfl_dn_4: 0.3858 (0.3838)  loss_vfl_dn_5: 0.3851 (0.3830)  time: 0.4894  data: 0.0144  max mem: 5653
Epoch: [17]  [1800/7393]  eta: 0:45:02  lr: 0.000010  loss: 17.2885 (17.3786)  loss_bbox: 0.1657 (0.1718)  loss_bbox_aux_0: 0.1924 (0.1837)  loss_bbox_aux_1: 0.1792 (0.1755)  loss_bbox_aux_2: 0.1752 (0.1737)  loss_bbox_aux_3: 0.1676 (0.1718)  loss_bbox_aux_4: 0.1681 (0.1716)  loss_bbox_aux_5: 0.2296 (0.2263)  loss_bbox_dn_0: 0.2869 (0.3119)  loss_bbox_dn_1: 0.2222 (0.2412)  loss_bbox_dn_2: 0.2028 (0.2193)  loss_bbox_dn_3: 0.1981 (0.2116)  loss_bbox_dn_4: 0.1978 (0.2099)  loss_bbox_dn_5: 0.1976 (0.2099)  loss_giou: 0.4666 (0.5086)  loss_giou_aux_0: 0.5096 (0.5328)  loss_giou_aux_1: 0.4798 (0.5174)  loss_giou_aux_2: 0.4710 (0.5128)  loss_giou_aux_3: 0.4698 (0.5094)  loss_giou_aux_4: 0.4665 (0.5085)  loss_giou_aux_5: 0.6154 (0.6066)  loss_giou_dn_0: 0.6326 (0.6380)  loss_giou_dn_1: 0.5288 (0.5341)  loss_giou_dn_2: 0.5063 (0.5066)  loss_giou_dn_3: 0.4995 (0.4979)  loss_giou_dn_4: 0.4967 (0.4958)  loss_giou_dn_5: 0.4969 (0.4960)  loss_vfl: 0.6768 (0.7195)  loss_vfl_aux_0: 0.8375 (0.8572)  loss_vfl_aux_1: 0.7847 (0.7957)  loss_vfl_aux_2: 0.7073 (0.7513)  loss_vfl_aux_3: 0.6993 (0.7319)  loss_vfl_aux_4: 0.6930 (0.7230)  loss_vfl_aux_5: 0.8249 (0.8275)  loss_vfl_dn_0: 0.4658 (0.4715)  loss_vfl_dn_1: 0.4053 (0.4113)  loss_vfl_dn_2: 0.3901 (0.3942)  loss_vfl_dn_3: 0.3826 (0.3865)  loss_vfl_dn_4: 0.3775 (0.3837)  loss_vfl_dn_5: 0.3771 (0.3829)  time: 0.4700  data: 0.0145  max mem: 5653
Epoch: [17]  [1900/7393]  eta: 0:44:10  lr: 0.000010  loss: 16.9232 (17.3753)  loss_bbox: 0.1693 (0.1714)  loss_bbox_aux_0: 0.1800 (0.1834)  loss_bbox_aux_1: 0.1660 (0.1751)  loss_bbox_aux_2: 0.1682 (0.1733)  loss_bbox_aux_3: 0.1688 (0.1714)  loss_bbox_aux_4: 0.1684 (0.1712)  loss_bbox_aux_5: 0.2128 (0.2260)  loss_bbox_dn_0: 0.2986 (0.3113)  loss_bbox_dn_1: 0.2352 (0.2408)  loss_bbox_dn_2: 0.2090 (0.2189)  loss_bbox_dn_3: 0.2000 (0.2113)  loss_bbox_dn_4: 0.1988 (0.2096)  loss_bbox_dn_5: 0.1988 (0.2096)  loss_giou: 0.5123 (0.5098)  loss_giou_aux_0: 0.5569 (0.5340)  loss_giou_aux_1: 0.5365 (0.5185)  loss_giou_aux_2: 0.5289 (0.5140)  loss_giou_aux_3: 0.5164 (0.5106)  loss_giou_aux_4: 0.5122 (0.5097)  loss_giou_aux_5: 0.6105 (0.6081)  loss_giou_dn_0: 0.6378 (0.6387)  loss_giou_dn_1: 0.5331 (0.5348)  loss_giou_dn_2: 0.5068 (0.5074)  loss_giou_dn_3: 0.4930 (0.4987)  loss_giou_dn_4: 0.4894 (0.4966)  loss_giou_dn_5: 0.4893 (0.4968)  loss_vfl: 0.6780 (0.7182)  loss_vfl_aux_0: 0.8037 (0.8554)  loss_vfl_aux_1: 0.7407 (0.7942)  loss_vfl_aux_2: 0.7043 (0.7497)  loss_vfl_aux_3: 0.6766 (0.7302)  loss_vfl_aux_4: 0.6797 (0.7215)  loss_vfl_aux_5: 0.7566 (0.8254)  loss_vfl_dn_0: 0.4639 (0.4713)  loss_vfl_dn_1: 0.4064 (0.4112)  loss_vfl_dn_2: 0.3900 (0.3942)  loss_vfl_dn_3: 0.3860 (0.3864)  loss_vfl_dn_4: 0.3816 (0.3836)  loss_vfl_dn_5: 0.3796 (0.3829)  time: 0.4756  data: 0.0140  max mem: 5653
Epoch: [17]  [2000/7393]  eta: 0:43:20  lr: 0.000010  loss: 17.1950 (17.3642)  loss_bbox: 0.1529 (0.1714)  loss_bbox_aux_0: 0.1766 (0.1835)  loss_bbox_aux_1: 0.1641 (0.1750)  loss_bbox_aux_2: 0.1570 (0.1732)  loss_bbox_aux_3: 0.1537 (0.1714)  loss_bbox_aux_4: 0.1565 (0.1712)  loss_bbox_aux_5: 0.2239 (0.2260)  loss_bbox_dn_0: 0.3270 (0.3115)  loss_bbox_dn_1: 0.2391 (0.2410)  loss_bbox_dn_2: 0.2184 (0.2191)  loss_bbox_dn_3: 0.2109 (0.2115)  loss_bbox_dn_4: 0.2099 (0.2098)  loss_bbox_dn_5: 0.2098 (0.2098)  loss_giou: 0.4454 (0.5087)  loss_giou_aux_0: 0.5011 (0.5332)  loss_giou_aux_1: 0.4612 (0.5175)  loss_giou_aux_2: 0.4610 (0.5129)  loss_giou_aux_3: 0.4475 (0.5095)  loss_giou_aux_4: 0.4431 (0.5086)  loss_giou_aux_5: 0.5719 (0.6072)  loss_giou_dn_0: 0.6175 (0.6379)  loss_giou_dn_1: 0.5088 (0.5341)  loss_giou_dn_2: 0.4793 (0.5067)  loss_giou_dn_3: 0.4703 (0.4980)  loss_giou_dn_4: 0.4667 (0.4960)  loss_giou_dn_5: 0.4671 (0.4962)  loss_vfl: 0.7292 (0.7180)  loss_vfl_aux_0: 0.8603 (0.8550)  loss_vfl_aux_1: 0.8314 (0.7943)  loss_vfl_aux_2: 0.7664 (0.7497)  loss_vfl_aux_3: 0.7440 (0.7302)  loss_vfl_aux_4: 0.7191 (0.7214)  loss_vfl_aux_5: 0.8637 (0.8255)  loss_vfl_dn_0: 0.4726 (0.4713)  loss_vfl_dn_1: 0.4147 (0.4111)  loss_vfl_dn_2: 0.3945 (0.3941)  loss_vfl_dn_3: 0.3884 (0.3863)  loss_vfl_dn_4: 0.3859 (0.3836)  loss_vfl_dn_5: 0.3858 (0.3828)  time: 0.4780  data: 0.0139  max mem: 5653
Epoch: [17]  [2100/7393]  eta: 0:42:28  lr: 0.000010  loss: 17.6717 (17.3727)  loss_bbox: 0.1659 (0.1714)  loss_bbox_aux_0: 0.1694 (0.1834)  loss_bbox_aux_1: 0.1668 (0.1750)  loss_bbox_aux_2: 0.1671 (0.1732)  loss_bbox_aux_3: 0.1666 (0.1713)  loss_bbox_aux_4: 0.1659 (0.1712)  loss_bbox_aux_5: 0.2166 (0.2257)  loss_bbox_dn_0: 0.2915 (0.3112)  loss_bbox_dn_1: 0.2078 (0.2408)  loss_bbox_dn_2: 0.1899 (0.2190)  loss_bbox_dn_3: 0.1858 (0.2113)  loss_bbox_dn_4: 0.1843 (0.2096)  loss_bbox_dn_5: 0.1841 (0.2096)  loss_giou: 0.5263 (0.5098)  loss_giou_aux_0: 0.5643 (0.5344)  loss_giou_aux_1: 0.5430 (0.5187)  loss_giou_aux_2: 0.5503 (0.5141)  loss_giou_aux_3: 0.5335 (0.5107)  loss_giou_aux_4: 0.5293 (0.5098)  loss_giou_aux_5: 0.6340 (0.6081)  loss_giou_dn_0: 0.6344 (0.6383)  loss_giou_dn_1: 0.5450 (0.5347)  loss_giou_dn_2: 0.5192 (0.5073)  loss_giou_dn_3: 0.5104 (0.4987)  loss_giou_dn_4: 0.5047 (0.4966)  loss_giou_dn_5: 0.5047 (0.4968)  loss_vfl: 0.7239 (0.7177)  loss_vfl_aux_0: 0.8531 (0.8544)  loss_vfl_aux_1: 0.7794 (0.7941)  loss_vfl_aux_2: 0.7635 (0.7494)  loss_vfl_aux_3: 0.7295 (0.7299)  loss_vfl_aux_4: 0.7284 (0.7211)  loss_vfl_aux_5: 0.8369 (0.8254)  loss_vfl_dn_0: 0.4586 (0.4714)  loss_vfl_dn_1: 0.4095 (0.4112)  loss_vfl_dn_2: 0.3968 (0.3943)  loss_vfl_dn_3: 0.3866 (0.3865)  loss_vfl_dn_4: 0.3819 (0.3837)  loss_vfl_dn_5: 0.3850 (0.3830)  time: 0.4672  data: 0.0140  max mem: 5653
Epoch: [17]  [2200/7393]  eta: 0:41:36  lr: 0.000010  loss: 16.6693 (17.3764)  loss_bbox: 0.1596 (0.1714)  loss_bbox_aux_0: 0.1873 (0.1833)  loss_bbox_aux_1: 0.1651 (0.1750)  loss_bbox_aux_2: 0.1735 (0.1732)  loss_bbox_aux_3: 0.1597 (0.1714)  loss_bbox_aux_4: 0.1596 (0.1712)  loss_bbox_aux_5: 0.2236 (0.2257)  loss_bbox_dn_0: 0.2800 (0.3109)  loss_bbox_dn_1: 0.2057 (0.2406)  loss_bbox_dn_2: 0.1861 (0.2188)  loss_bbox_dn_3: 0.1840 (0.2112)  loss_bbox_dn_4: 0.1830 (0.2096)  loss_bbox_dn_5: 0.1830 (0.2095)  loss_giou: 0.5377 (0.5105)  loss_giou_aux_0: 0.5724 (0.5351)  loss_giou_aux_1: 0.5439 (0.5194)  loss_giou_aux_2: 0.5436 (0.5148)  loss_giou_aux_3: 0.5333 (0.5114)  loss_giou_aux_4: 0.5339 (0.5105)  loss_giou_aux_5: 0.6196 (0.6089)  loss_giou_dn_0: 0.6395 (0.6386)  loss_giou_dn_1: 0.5509 (0.5351)  loss_giou_dn_2: 0.5177 (0.5077)  loss_giou_dn_3: 0.5093 (0.4991)  loss_giou_dn_4: 0.5082 (0.4970)  loss_giou_dn_5: 0.5083 (0.4972)  loss_vfl: 0.6642 (0.7174)  loss_vfl_aux_0: 0.7806 (0.8540)  loss_vfl_aux_1: 0.7379 (0.7937)  loss_vfl_aux_2: 0.6782 (0.7490)  loss_vfl_aux_3: 0.6795 (0.7297)  loss_vfl_aux_4: 0.6678 (0.7208)  loss_vfl_aux_5: 0.7625 (0.8249)  loss_vfl_dn_0: 0.4577 (0.4712)  loss_vfl_dn_1: 0.4052 (0.4112)  loss_vfl_dn_2: 0.3880 (0.3942)  loss_vfl_dn_3: 0.3821 (0.3864)  loss_vfl_dn_4: 0.3804 (0.3836)  loss_vfl_dn_5: 0.3798 (0.3829)  time: 0.4647  data: 0.0136  max mem: 5653
Epoch: [17]  [2300/7393]  eta: 0:40:46  lr: 0.000010  loss: 16.5445 (17.3757)  loss_bbox: 0.1547 (0.1713)  loss_bbox_aux_0: 0.1677 (0.1833)  loss_bbox_aux_1: 0.1566 (0.1750)  loss_bbox_aux_2: 0.1517 (0.1732)  loss_bbox_aux_3: 0.1514 (0.1714)  loss_bbox_aux_4: 0.1508 (0.1711)  loss_bbox_aux_5: 0.2197 (0.2257)  loss_bbox_dn_0: 0.3001 (0.3110)  loss_bbox_dn_1: 0.2347 (0.2407)  loss_bbox_dn_2: 0.2131 (0.2189)  loss_bbox_dn_3: 0.2001 (0.2112)  loss_bbox_dn_4: 0.1982 (0.2095)  loss_bbox_dn_5: 0.1981 (0.2095)  loss_giou: 0.4572 (0.5106)  loss_giou_aux_0: 0.4830 (0.5352)  loss_giou_aux_1: 0.4580 (0.5196)  loss_giou_aux_2: 0.4596 (0.5149)  loss_giou_aux_3: 0.4608 (0.5115)  loss_giou_aux_4: 0.4564 (0.5106)  loss_giou_aux_5: 0.5624 (0.6090)  loss_giou_dn_0: 0.6117 (0.6387)  loss_giou_dn_1: 0.5017 (0.5352)  loss_giou_dn_2: 0.4678 (0.5078)  loss_giou_dn_3: 0.4598 (0.4991)  loss_giou_dn_4: 0.4570 (0.4971)  loss_giou_dn_5: 0.4571 (0.4972)  loss_vfl: 0.7020 (0.7172)  loss_vfl_aux_0: 0.8442 (0.8534)  loss_vfl_aux_1: 0.7871 (0.7935)  loss_vfl_aux_2: 0.7279 (0.7486)  loss_vfl_aux_3: 0.7081 (0.7294)  loss_vfl_aux_4: 0.6985 (0.7207)  loss_vfl_aux_5: 0.8421 (0.8245)  loss_vfl_dn_0: 0.4713 (0.4713)  loss_vfl_dn_1: 0.4062 (0.4112)  loss_vfl_dn_2: 0.3896 (0.3943)  loss_vfl_dn_3: 0.3834 (0.3865)  loss_vfl_dn_4: 0.3785 (0.3837)  loss_vfl_dn_5: 0.3781 (0.3830)  time: 0.4967  data: 0.0142  max mem: 5653
Epoch: [17]  [2400/7393]  eta: 0:39:56  lr: 0.000010  loss: 17.7267 (17.3749)  loss_bbox: 0.1829 (0.1715)  loss_bbox_aux_0: 0.1898 (0.1835)  loss_bbox_aux_1: 0.1878 (0.1752)  loss_bbox_aux_2: 0.1855 (0.1734)  loss_bbox_aux_3: 0.1728 (0.1716)  loss_bbox_aux_4: 0.1843 (0.1713)  loss_bbox_aux_5: 0.2318 (0.2260)  loss_bbox_dn_0: 0.2823 (0.3112)  loss_bbox_dn_1: 0.2145 (0.2408)  loss_bbox_dn_2: 0.1975 (0.2190)  loss_bbox_dn_3: 0.1946 (0.2114)  loss_bbox_dn_4: 0.1927 (0.2097)  loss_bbox_dn_5: 0.1927 (0.2097)  loss_giou: 0.4712 (0.5102)  loss_giou_aux_0: 0.4987 (0.5349)  loss_giou_aux_1: 0.4890 (0.5193)  loss_giou_aux_2: 0.4803 (0.5146)  loss_giou_aux_3: 0.4759 (0.5112)  loss_giou_aux_4: 0.4706 (0.5102)  loss_giou_aux_5: 0.5687 (0.6087)  loss_giou_dn_0: 0.6274 (0.6384)  loss_giou_dn_1: 0.5170 (0.5348)  loss_giou_dn_2: 0.4847 (0.5074)  loss_giou_dn_3: 0.4738 (0.4988)  loss_giou_dn_4: 0.4715 (0.4967)  loss_giou_dn_5: 0.4718 (0.4969)  loss_vfl: 0.7255 (0.7175)  loss_vfl_aux_0: 0.8435 (0.8535)  loss_vfl_aux_1: 0.7841 (0.7935)  loss_vfl_aux_2: 0.7638 (0.7489)  loss_vfl_aux_3: 0.7465 (0.7296)  loss_vfl_aux_4: 0.7212 (0.7209)  loss_vfl_aux_5: 0.8103 (0.8244)  loss_vfl_dn_0: 0.4761 (0.4714)  loss_vfl_dn_1: 0.4132 (0.4114)  loss_vfl_dn_2: 0.3905 (0.3943)  loss_vfl_dn_3: 0.3779 (0.3865)  loss_vfl_dn_4: 0.3786 (0.3838)  loss_vfl_dn_5: 0.3749 (0.3830)  time: 0.4555  data: 0.0141  max mem: 5653
Epoch: [17]  [2500/7393]  eta: 0:39:18  lr: 0.000010  loss: 17.0975 (17.3751)  loss_bbox: 0.1682 (0.1713)  loss_bbox_aux_0: 0.1753 (0.1833)  loss_bbox_aux_1: 0.1680 (0.1751)  loss_bbox_aux_2: 0.1660 (0.1733)  loss_bbox_aux_3: 0.1689 (0.1714)  loss_bbox_aux_4: 0.1633 (0.1712)  loss_bbox_aux_5: 0.2274 (0.2256)  loss_bbox_dn_0: 0.2892 (0.3105)  loss_bbox_dn_1: 0.2151 (0.2404)  loss_bbox_dn_2: 0.1895 (0.2186)  loss_bbox_dn_3: 0.1841 (0.2110)  loss_bbox_dn_4: 0.1842 (0.2093)  loss_bbox_dn_5: 0.1842 (0.2093)  loss_giou: 0.4733 (0.5109)  loss_giou_aux_0: 0.4788 (0.5356)  loss_giou_aux_1: 0.4678 (0.5200)  loss_giou_aux_2: 0.4825 (0.5154)  loss_giou_aux_3: 0.4682 (0.5119)  loss_giou_aux_4: 0.4722 (0.5109)  loss_giou_aux_5: 0.5803 (0.6092)  loss_giou_dn_0: 0.6274 (0.6388)  loss_giou_dn_1: 0.5102 (0.5352)  loss_giou_dn_2: 0.4756 (0.5078)  loss_giou_dn_3: 0.4633 (0.4992)  loss_giou_dn_4: 0.4589 (0.4971)  loss_giou_dn_5: 0.4592 (0.4973)  loss_vfl: 0.7177 (0.7172)  loss_vfl_aux_0: 0.8535 (0.8530)  loss_vfl_aux_1: 0.7986 (0.7928)  loss_vfl_aux_2: 0.7306 (0.7482)  loss_vfl_aux_3: 0.7257 (0.7291)  loss_vfl_aux_4: 0.7279 (0.7206)  loss_vfl_aux_5: 0.8295 (0.8238)  loss_vfl_dn_0: 0.4710 (0.4714)  loss_vfl_dn_1: 0.4110 (0.4114)  loss_vfl_dn_2: 0.3932 (0.3944)  loss_vfl_dn_3: 0.3852 (0.3866)  loss_vfl_dn_4: 0.3815 (0.3838)  loss_vfl_dn_5: 0.3809 (0.3831)  time: 0.4722  data: 0.0136  max mem: 5653
Epoch: [17]  [2600/7393]  eta: 0:38:29  lr: 0.000010  loss: 17.2868 (17.3836)  loss_bbox: 0.1525 (0.1715)  loss_bbox_aux_0: 0.1662 (0.1834)  loss_bbox_aux_1: 0.1606 (0.1752)  loss_bbox_aux_2: 0.1518 (0.1733)  loss_bbox_aux_3: 0.1543 (0.1716)  loss_bbox_aux_4: 0.1527 (0.1713)  loss_bbox_aux_5: 0.2096 (0.2255)  loss_bbox_dn_0: 0.2634 (0.3101)  loss_bbox_dn_1: 0.2011 (0.2401)  loss_bbox_dn_2: 0.1840 (0.2184)  loss_bbox_dn_3: 0.1783 (0.2109)  loss_bbox_dn_4: 0.1756 (0.2092)  loss_bbox_dn_5: 0.1756 (0.2092)  loss_giou: 0.5040 (0.5118)  loss_giou_aux_0: 0.5019 (0.5364)  loss_giou_aux_1: 0.4992 (0.5209)  loss_giou_aux_2: 0.5024 (0.5162)  loss_giou_aux_3: 0.5135 (0.5128)  loss_giou_aux_4: 0.5090 (0.5117)  loss_giou_aux_5: 0.5910 (0.6098)  loss_giou_dn_0: 0.6448 (0.6391)  loss_giou_dn_1: 0.5520 (0.5357)  loss_giou_dn_2: 0.5255 (0.5084)  loss_giou_dn_3: 0.5128 (0.4998)  loss_giou_dn_4: 0.5097 (0.4977)  loss_giou_dn_5: 0.5095 (0.4979)  loss_vfl: 0.7018 (0.7173)  loss_vfl_aux_0: 0.7887 (0.8526)  loss_vfl_aux_1: 0.7441 (0.7927)  loss_vfl_aux_2: 0.7170 (0.7483)  loss_vfl_aux_3: 0.7002 (0.7292)  loss_vfl_aux_4: 0.6994 (0.7207)  loss_vfl_aux_5: 0.7728 (0.8238)  loss_vfl_dn_0: 0.4669 (0.4714)  loss_vfl_dn_1: 0.4147 (0.4114)  loss_vfl_dn_2: 0.3978 (0.3945)  loss_vfl_dn_3: 0.3916 (0.3867)  loss_vfl_dn_4: 0.3884 (0.3840)  loss_vfl_dn_5: 0.3875 (0.3832)  time: 0.4839  data: 0.0145  max mem: 5653
Epoch: [17]  [2700/7393]  eta: 0:37:50  lr: 0.000010  loss: 17.3667 (17.3874)  loss_bbox: 0.1679 (0.1716)  loss_bbox_aux_0: 0.1930 (0.1837)  loss_bbox_aux_1: 0.1717 (0.1754)  loss_bbox_aux_2: 0.1666 (0.1735)  loss_bbox_aux_3: 0.1660 (0.1717)  loss_bbox_aux_4: 0.1664 (0.1714)  loss_bbox_aux_5: 0.2240 (0.2259)  loss_bbox_dn_0: 0.3193 (0.3108)  loss_bbox_dn_1: 0.2566 (0.2407)  loss_bbox_dn_2: 0.2408 (0.2190)  loss_bbox_dn_3: 0.2287 (0.2114)  loss_bbox_dn_4: 0.2233 (0.2097)  loss_bbox_dn_5: 0.2233 (0.2097)  loss_giou: 0.4824 (0.5113)  loss_giou_aux_0: 0.4993 (0.5361)  loss_giou_aux_1: 0.4808 (0.5204)  loss_giou_aux_2: 0.4806 (0.5158)  loss_giou_aux_3: 0.4837 (0.5124)  loss_giou_aux_4: 0.4828 (0.5113)  loss_giou_aux_5: 0.5722 (0.6096)  loss_giou_dn_0: 0.6173 (0.6392)  loss_giou_dn_1: 0.5007 (0.5355)  loss_giou_dn_2: 0.4776 (0.5081)  loss_giou_dn_3: 0.4731 (0.4995)  loss_giou_dn_4: 0.4730 (0.4975)  loss_giou_dn_5: 0.4734 (0.4976)  loss_vfl: 0.6940 (0.7178)  loss_vfl_aux_0: 0.8211 (0.8530)  loss_vfl_aux_1: 0.7758 (0.7932)  loss_vfl_aux_2: 0.7348 (0.7489)  loss_vfl_aux_3: 0.7150 (0.7296)  loss_vfl_aux_4: 0.7083 (0.7211)  loss_vfl_aux_5: 0.8238 (0.8240)  loss_vfl_dn_0: 0.4748 (0.4715)  loss_vfl_dn_1: 0.4169 (0.4114)  loss_vfl_dn_2: 0.3977 (0.3945)  loss_vfl_dn_3: 0.3916 (0.3867)  loss_vfl_dn_4: 0.3890 (0.3839)  loss_vfl_dn_5: 0.3871 (0.3832)  time: 0.7974  data: 0.0141  max mem: 5653
Epoch: [17]  [2800/7393]  eta: 0:36:59  lr: 0.000010  loss: 17.3108 (17.3913)  loss_bbox: 0.1494 (0.1718)  loss_bbox_aux_0: 0.1747 (0.1841)  loss_bbox_aux_1: 0.1591 (0.1757)  loss_bbox_aux_2: 0.1568 (0.1737)  loss_bbox_aux_3: 0.1491 (0.1719)  loss_bbox_aux_4: 0.1496 (0.1716)  loss_bbox_aux_5: 0.2124 (0.2263)  loss_bbox_dn_0: 0.2769 (0.3114)  loss_bbox_dn_1: 0.2074 (0.2412)  loss_bbox_dn_2: 0.1949 (0.2195)  loss_bbox_dn_3: 0.1909 (0.2119)  loss_bbox_dn_4: 0.1891 (0.2102)  loss_bbox_dn_5: 0.1891 (0.2102)  loss_giou: 0.5053 (0.5107)  loss_giou_aux_0: 0.5429 (0.5356)  loss_giou_aux_1: 0.5392 (0.5200)  loss_giou_aux_2: 0.5061 (0.5152)  loss_giou_aux_3: 0.5144 (0.5118)  loss_giou_aux_4: 0.5047 (0.5107)  loss_giou_aux_5: 0.6077 (0.6092)  loss_giou_dn_0: 0.6559 (0.6390)  loss_giou_dn_1: 0.5531 (0.5354)  loss_giou_dn_2: 0.5149 (0.5080)  loss_giou_dn_3: 0.5063 (0.4994)  loss_giou_dn_4: 0.5056 (0.4974)  loss_giou_dn_5: 0.5057 (0.4975)  loss_vfl: 0.7108 (0.7184)  loss_vfl_aux_0: 0.8197 (0.8531)  loss_vfl_aux_1: 0.7655 (0.7934)  loss_vfl_aux_2: 0.7476 (0.7494)  loss_vfl_aux_3: 0.7216 (0.7302)  loss_vfl_aux_4: 0.7113 (0.7218)  loss_vfl_aux_5: 0.7881 (0.8243)  loss_vfl_dn_0: 0.4662 (0.4715)  loss_vfl_dn_1: 0.4135 (0.4114)  loss_vfl_dn_2: 0.3966 (0.3945)  loss_vfl_dn_3: 0.3856 (0.3867)  loss_vfl_dn_4: 0.3829 (0.3839)  loss_vfl_dn_5: 0.3807 (0.3832)  time: 0.4771  data: 0.0140  max mem: 5653
Epoch: [17]  [2900/7393]  eta: 0:36:09  lr: 0.000010  loss: 17.9250 (17.3956)  loss_bbox: 0.1563 (0.1715)  loss_bbox_aux_0: 0.1664 (0.1839)  loss_bbox_aux_1: 0.1600 (0.1756)  loss_bbox_aux_2: 0.1544 (0.1736)  loss_bbox_aux_3: 0.1535 (0.1717)  loss_bbox_aux_4: 0.1564 (0.1714)  loss_bbox_aux_5: 0.1910 (0.2261)  loss_bbox_dn_0: 0.2874 (0.3112)  loss_bbox_dn_1: 0.2199 (0.2410)  loss_bbox_dn_2: 0.2039 (0.2194)  loss_bbox_dn_3: 0.1958 (0.2118)  loss_bbox_dn_4: 0.1956 (0.2101)  loss_bbox_dn_5: 0.1956 (0.2101)  loss_giou: 0.5155 (0.5109)  loss_giou_aux_0: 0.5302 (0.5359)  loss_giou_aux_1: 0.5283 (0.5203)  loss_giou_aux_2: 0.5095 (0.5155)  loss_giou_aux_3: 0.5144 (0.5120)  loss_giou_aux_4: 0.5107 (0.5109)  loss_giou_aux_5: 0.5928 (0.6095)  loss_giou_dn_0: 0.6460 (0.6393)  loss_giou_dn_1: 0.5390 (0.5356)  loss_giou_dn_2: 0.5104 (0.5082)  loss_giou_dn_3: 0.5040 (0.4996)  loss_giou_dn_4: 0.5014 (0.4976)  loss_giou_dn_5: 0.5016 (0.4977)  loss_vfl: 0.7237 (0.7190)  loss_vfl_aux_0: 0.8593 (0.8533)  loss_vfl_aux_1: 0.7867 (0.7937)  loss_vfl_aux_2: 0.7492 (0.7497)  loss_vfl_aux_3: 0.7440 (0.7307)  loss_vfl_aux_4: 0.7271 (0.7223)  loss_vfl_aux_5: 0.8392 (0.8245)  loss_vfl_dn_0: 0.4693 (0.4715)  loss_vfl_dn_1: 0.4190 (0.4115)  loss_vfl_dn_2: 0.4012 (0.3946)  loss_vfl_dn_3: 0.3926 (0.3868)  loss_vfl_dn_4: 0.3868 (0.3840)  loss_vfl_dn_5: 0.3883 (0.3833)  time: 0.4676  data: 0.0140  max mem: 5653
Epoch: [17]  [3000/7393]  eta: 0:35:27  lr: 0.000010  loss: 17.2033 (17.3909)  loss_bbox: 0.1518 (0.1716)  loss_bbox_aux_0: 0.1695 (0.1841)  loss_bbox_aux_1: 0.1473 (0.1756)  loss_bbox_aux_2: 0.1550 (0.1736)  loss_bbox_aux_3: 0.1511 (0.1717)  loss_bbox_aux_4: 0.1517 (0.1714)  loss_bbox_aux_5: 0.2095 (0.2261)  loss_bbox_dn_0: 0.2828 (0.3113)  loss_bbox_dn_1: 0.2137 (0.2412)  loss_bbox_dn_2: 0.1898 (0.2196)  loss_bbox_dn_3: 0.1811 (0.2120)  loss_bbox_dn_4: 0.1803 (0.2103)  loss_bbox_dn_5: 0.1802 (0.2103)  loss_giou: 0.5119 (0.5103)  loss_giou_aux_0: 0.5331 (0.5355)  loss_giou_aux_1: 0.5283 (0.5198)  loss_giou_aux_2: 0.5246 (0.5150)  loss_giou_aux_3: 0.5232 (0.5115)  loss_giou_aux_4: 0.5116 (0.5103)  loss_giou_aux_5: 0.6020 (0.6089)  loss_giou_dn_0: 0.6226 (0.6390)  loss_giou_dn_1: 0.5255 (0.5353)  loss_giou_dn_2: 0.5021 (0.5079)  loss_giou_dn_3: 0.4992 (0.4993)  loss_giou_dn_4: 0.4986 (0.4973)  loss_giou_dn_5: 0.4987 (0.4974)  loss_vfl: 0.6880 (0.7191)  loss_vfl_aux_0: 0.8074 (0.8529)  loss_vfl_aux_1: 0.7529 (0.7937)  loss_vfl_aux_2: 0.7108 (0.7496)  loss_vfl_aux_3: 0.6852 (0.7307)  loss_vfl_aux_4: 0.6879 (0.7224)  loss_vfl_aux_5: 0.7925 (0.8246)  loss_vfl_dn_0: 0.4616 (0.4714)  loss_vfl_dn_1: 0.3976 (0.4115)  loss_vfl_dn_2: 0.3842 (0.3946)  loss_vfl_dn_3: 0.3801 (0.3868)  loss_vfl_dn_4: 0.3778 (0.3840)  loss_vfl_dn_5: 0.3780 (0.3833)  time: 0.4800  data: 0.0139  max mem: 5653
Epoch: [17]  [3100/7393]  eta: 0:34:36  lr: 0.000010  loss: 16.9365 (17.3933)  loss_bbox: 0.1589 (0.1717)  loss_bbox_aux_0: 0.1751 (0.1843)  loss_bbox_aux_1: 0.1706 (0.1758)  loss_bbox_aux_2: 0.1619 (0.1738)  loss_bbox_aux_3: 0.1569 (0.1718)  loss_bbox_aux_4: 0.1661 (0.1715)  loss_bbox_aux_5: 0.2269 (0.2263)  loss_bbox_dn_0: 0.3141 (0.3116)  loss_bbox_dn_1: 0.2397 (0.2414)  loss_bbox_dn_2: 0.2221 (0.2198)  loss_bbox_dn_3: 0.2163 (0.2122)  loss_bbox_dn_4: 0.2107 (0.2105)  loss_bbox_dn_5: 0.2107 (0.2105)  loss_giou: 0.4580 (0.5105)  loss_giou_aux_0: 0.4803 (0.5357)  loss_giou_aux_1: 0.4459 (0.5200)  loss_giou_aux_2: 0.4557 (0.5152)  loss_giou_aux_3: 0.4520 (0.5116)  loss_giou_aux_4: 0.4522 (0.5105)  loss_giou_aux_5: 0.5564 (0.6091)  loss_giou_dn_0: 0.6151 (0.6391)  loss_giou_dn_1: 0.4961 (0.5354)  loss_giou_dn_2: 0.4734 (0.5080)  loss_giou_dn_3: 0.4630 (0.4994)  loss_giou_dn_4: 0.4614 (0.4974)  loss_giou_dn_5: 0.4618 (0.4975)  loss_vfl: 0.6884 (0.7190)  loss_vfl_aux_0: 0.8121 (0.8526)  loss_vfl_aux_1: 0.7785 (0.7934)  loss_vfl_aux_2: 0.7267 (0.7494)  loss_vfl_aux_3: 0.7093 (0.7305)  loss_vfl_aux_4: 0.6958 (0.7223)  loss_vfl_aux_5: 0.8164 (0.8244)  loss_vfl_dn_0: 0.4629 (0.4713)  loss_vfl_dn_1: 0.3985 (0.4114)  loss_vfl_dn_2: 0.3847 (0.3945)  loss_vfl_dn_3: 0.3782 (0.3867)  loss_vfl_dn_4: 0.3783 (0.3839)  loss_vfl_dn_5: 0.3758 (0.3832)  time: 0.4634  data: 0.0139  max mem: 5653
Epoch: [17]  [3200/7393]  eta: 0:33:46  lr: 0.000010  loss: 17.0469 (17.3941)  loss_bbox: 0.1773 (0.1719)  loss_bbox_aux_0: 0.1899 (0.1846)  loss_bbox_aux_1: 0.1756 (0.1760)  loss_bbox_aux_2: 0.1737 (0.1740)  loss_bbox_aux_3: 0.1674 (0.1720)  loss_bbox_aux_4: 0.1764 (0.1717)  loss_bbox_aux_5: 0.2292 (0.2267)  loss_bbox_dn_0: 0.3039 (0.3117)  loss_bbox_dn_1: 0.2251 (0.2415)  loss_bbox_dn_2: 0.2113 (0.2199)  loss_bbox_dn_3: 0.2044 (0.2123)  loss_bbox_dn_4: 0.2040 (0.2106)  loss_bbox_dn_5: 0.2036 (0.2106)  loss_giou: 0.4682 (0.5104)  loss_giou_aux_0: 0.5056 (0.5356)  loss_giou_aux_1: 0.4825 (0.5200)  loss_giou_aux_2: 0.4868 (0.5151)  loss_giou_aux_3: 0.4706 (0.5115)  loss_giou_aux_4: 0.4678 (0.5104)  loss_giou_aux_5: 0.5999 (0.6090)  loss_giou_dn_0: 0.6161 (0.6390)  loss_giou_dn_1: 0.5221 (0.5353)  loss_giou_dn_2: 0.5021 (0.5079)  loss_giou_dn_3: 0.4940 (0.4993)  loss_giou_dn_4: 0.4930 (0.4973)  loss_giou_dn_5: 0.4929 (0.4974)  loss_vfl: 0.7205 (0.7189)  loss_vfl_aux_0: 0.8410 (0.8527)  loss_vfl_aux_1: 0.7787 (0.7932)  loss_vfl_aux_2: 0.7456 (0.7494)  loss_vfl_aux_3: 0.7275 (0.7305)  loss_vfl_aux_4: 0.7255 (0.7222)  loss_vfl_aux_5: 0.8059 (0.8245)  loss_vfl_dn_0: 0.4725 (0.4714)  loss_vfl_dn_1: 0.4186 (0.4114)  loss_vfl_dn_2: 0.4035 (0.3945)  loss_vfl_dn_3: 0.3989 (0.3867)  loss_vfl_dn_4: 0.3946 (0.3840)  loss_vfl_dn_5: 0.3949 (0.3832)  time: 0.4701  data: 0.0145  max mem: 5653
Epoch: [17]  [3300/7393]  eta: 0:32:57  lr: 0.000010  loss: 17.0477 (17.3895)  loss_bbox: 0.1731 (0.1720)  loss_bbox_aux_0: 0.1770 (0.1848)  loss_bbox_aux_1: 0.1755 (0.1762)  loss_bbox_aux_2: 0.1667 (0.1742)  loss_bbox_aux_3: 0.1687 (0.1721)  loss_bbox_aux_4: 0.1732 (0.1719)  loss_bbox_aux_5: 0.2278 (0.2268)  loss_bbox_dn_0: 0.3101 (0.3118)  loss_bbox_dn_1: 0.2418 (0.2416)  loss_bbox_dn_2: 0.2209 (0.2199)  loss_bbox_dn_3: 0.2136 (0.2123)  loss_bbox_dn_4: 0.2118 (0.2106)  loss_bbox_dn_5: 0.2118 (0.2106)  loss_giou: 0.5054 (0.5100)  loss_giou_aux_0: 0.5344 (0.5352)  loss_giou_aux_1: 0.5138 (0.5195)  loss_giou_aux_2: 0.5063 (0.5147)  loss_giou_aux_3: 0.5019 (0.5111)  loss_giou_aux_4: 0.5049 (0.5100)  loss_giou_aux_5: 0.5849 (0.6084)  loss_giou_dn_0: 0.6164 (0.6386)  loss_giou_dn_1: 0.5163 (0.5349)  loss_giou_dn_2: 0.4893 (0.5075)  loss_giou_dn_3: 0.4761 (0.4989)  loss_giou_dn_4: 0.4754 (0.4968)  loss_giou_dn_5: 0.4757 (0.4970)  loss_vfl: 0.7172 (0.7189)  loss_vfl_aux_0: 0.8455 (0.8527)  loss_vfl_aux_1: 0.8197 (0.7932)  loss_vfl_aux_2: 0.7434 (0.7492)  loss_vfl_aux_3: 0.7295 (0.7305)  loss_vfl_aux_4: 0.7155 (0.7222)  loss_vfl_aux_5: 0.8384 (0.8246)  loss_vfl_dn_0: 0.4687 (0.4713)  loss_vfl_dn_1: 0.4066 (0.4113)  loss_vfl_dn_2: 0.3907 (0.3944)  loss_vfl_dn_3: 0.3853 (0.3867)  loss_vfl_dn_4: 0.3829 (0.3839)  loss_vfl_dn_5: 0.3812 (0.3832)  time: 0.4668  data: 0.0143  max mem: 5653
Epoch: [17]  [3400/7393]  eta: 0:32:08  lr: 0.000010  loss: 17.0686 (17.3904)  loss_bbox: 0.1620 (0.1721)  loss_bbox_aux_0: 0.1846 (0.1849)  loss_bbox_aux_1: 0.1858 (0.1764)  loss_bbox_aux_2: 0.1785 (0.1743)  loss_bbox_aux_3: 0.1734 (0.1722)  loss_bbox_aux_4: 0.1748 (0.1719)  loss_bbox_aux_5: 0.2334 (0.2270)  loss_bbox_dn_0: 0.3182 (0.3121)  loss_bbox_dn_1: 0.2350 (0.2417)  loss_bbox_dn_2: 0.2210 (0.2200)  loss_bbox_dn_3: 0.2110 (0.2124)  loss_bbox_dn_4: 0.2065 (0.2108)  loss_bbox_dn_5: 0.2066 (0.2107)  loss_giou: 0.5074 (0.5098)  loss_giou_aux_0: 0.5228 (0.5350)  loss_giou_aux_1: 0.5125 (0.5194)  loss_giou_aux_2: 0.5223 (0.5146)  loss_giou_aux_3: 0.5215 (0.5110)  loss_giou_aux_4: 0.5224 (0.5099)  loss_giou_aux_5: 0.5878 (0.6083)  loss_giou_dn_0: 0.6253 (0.6385)  loss_giou_dn_1: 0.5165 (0.5347)  loss_giou_dn_2: 0.5040 (0.5074)  loss_giou_dn_3: 0.4971 (0.4988)  loss_giou_dn_4: 0.4950 (0.4967)  loss_giou_dn_5: 0.4951 (0.4968)  loss_vfl: 0.7179 (0.7191)  loss_vfl_aux_0: 0.8559 (0.8528)  loss_vfl_aux_1: 0.7913 (0.7932)  loss_vfl_aux_2: 0.7303 (0.7493)  loss_vfl_aux_3: 0.7223 (0.7307)  loss_vfl_aux_4: 0.7154 (0.7224)  loss_vfl_aux_5: 0.8261 (0.8246)  loss_vfl_dn_0: 0.4758 (0.4714)  loss_vfl_dn_1: 0.4138 (0.4113)  loss_vfl_dn_2: 0.3996 (0.3944)  loss_vfl_dn_3: 0.3895 (0.3867)  loss_vfl_dn_4: 0.3878 (0.3839)  loss_vfl_dn_5: 0.3874 (0.3831)  time: 0.4895  data: 0.0150  max mem: 5653
Epoch: [17]  [3500/7393]  eta: 0:31:19  lr: 0.000010  loss: 17.1786 (17.3901)  loss_bbox: 0.1664 (0.1722)  loss_bbox_aux_0: 0.1799 (0.1851)  loss_bbox_aux_1: 0.1867 (0.1765)  loss_bbox_aux_2: 0.1742 (0.1745)  loss_bbox_aux_3: 0.1672 (0.1724)  loss_bbox_aux_4: 0.1665 (0.1721)  loss_bbox_aux_5: 0.2346 (0.2272)  loss_bbox_dn_0: 0.3155 (0.3125)  loss_bbox_dn_1: 0.2423 (0.2420)  loss_bbox_dn_2: 0.2273 (0.2203)  loss_bbox_dn_3: 0.2193 (0.2127)  loss_bbox_dn_4: 0.2177 (0.2111)  loss_bbox_dn_5: 0.2178 (0.2110)  loss_giou: 0.4767 (0.5092)  loss_giou_aux_0: 0.4971 (0.5344)  loss_giou_aux_1: 0.4740 (0.5188)  loss_giou_aux_2: 0.4691 (0.5140)  loss_giou_aux_3: 0.4820 (0.5104)  loss_giou_aux_4: 0.4765 (0.5093)  loss_giou_aux_5: 0.5693 (0.6077)  loss_giou_dn_0: 0.6318 (0.6381)  loss_giou_dn_1: 0.5170 (0.5343)  loss_giou_dn_2: 0.4918 (0.5069)  loss_giou_dn_3: 0.4822 (0.4983)  loss_giou_dn_4: 0.4776 (0.4963)  loss_giou_dn_5: 0.4775 (0.4964)  loss_vfl: 0.7118 (0.7195)  loss_vfl_aux_0: 0.8827 (0.8537)  loss_vfl_aux_1: 0.7992 (0.7940)  loss_vfl_aux_2: 0.7509 (0.7499)  loss_vfl_aux_3: 0.7223 (0.7310)  loss_vfl_aux_4: 0.7042 (0.7227)  loss_vfl_aux_5: 0.8413 (0.8253)  loss_vfl_dn_0: 0.4736 (0.4714)  loss_vfl_dn_1: 0.4226 (0.4113)  loss_vfl_dn_2: 0.4004 (0.3944)  loss_vfl_dn_3: 0.3908 (0.3866)  loss_vfl_dn_4: 0.3877 (0.3838)  loss_vfl_dn_5: 0.3868 (0.3831)  time: 0.4734  data: 0.0141  max mem: 5653
Epoch: [17]  [3600/7393]  eta: 0:30:29  lr: 0.000010  loss: 17.5554 (17.3866)  loss_bbox: 0.1819 (0.1723)  loss_bbox_aux_0: 0.1939 (0.1852)  loss_bbox_aux_1: 0.1814 (0.1766)  loss_bbox_aux_2: 0.1814 (0.1746)  loss_bbox_aux_3: 0.1758 (0.1724)  loss_bbox_aux_4: 0.1836 (0.1722)  loss_bbox_aux_5: 0.2489 (0.2274)  loss_bbox_dn_0: 0.3478 (0.3125)  loss_bbox_dn_1: 0.2721 (0.2420)  loss_bbox_dn_2: 0.2466 (0.2204)  loss_bbox_dn_3: 0.2346 (0.2128)  loss_bbox_dn_4: 0.2338 (0.2111)  loss_bbox_dn_5: 0.2337 (0.2111)  loss_giou: 0.4864 (0.5090)  loss_giou_aux_0: 0.5129 (0.5342)  loss_giou_aux_1: 0.4898 (0.5186)  loss_giou_aux_2: 0.4894 (0.5138)  loss_giou_aux_3: 0.4912 (0.5102)  loss_giou_aux_4: 0.4882 (0.5091)  loss_giou_aux_5: 0.5739 (0.6075)  loss_giou_dn_0: 0.6224 (0.6378)  loss_giou_dn_1: 0.5185 (0.5340)  loss_giou_dn_2: 0.4940 (0.5066)  loss_giou_dn_3: 0.4844 (0.4980)  loss_giou_dn_4: 0.4827 (0.4960)  loss_giou_dn_5: 0.4827 (0.4961)  loss_vfl: 0.7359 (0.7193)  loss_vfl_aux_0: 0.8591 (0.8535)  loss_vfl_aux_1: 0.8207 (0.7937)  loss_vfl_aux_2: 0.7701 (0.7497)  loss_vfl_aux_3: 0.7364 (0.7309)  loss_vfl_aux_4: 0.7395 (0.7225)  loss_vfl_aux_5: 0.8237 (0.8251)  loss_vfl_dn_0: 0.4688 (0.4715)  loss_vfl_dn_1: 0.4085 (0.4112)  loss_vfl_dn_2: 0.3889 (0.3943)  loss_vfl_dn_3: 0.3770 (0.3865)  loss_vfl_dn_4: 0.3740 (0.3837)  loss_vfl_dn_5: 0.3729 (0.3830)  time: 0.4738  data: 0.0139  max mem: 5653
Epoch: [17]  [3700/7393]  eta: 0:29:40  lr: 0.000010  loss: 17.4729 (17.3881)  loss_bbox: 0.1677 (0.1722)  loss_bbox_aux_0: 0.1892 (0.1851)  loss_bbox_aux_1: 0.1923 (0.1765)  loss_bbox_aux_2: 0.1724 (0.1745)  loss_bbox_aux_3: 0.1687 (0.1723)  loss_bbox_aux_4: 0.1695 (0.1721)  loss_bbox_aux_5: 0.2178 (0.2274)  loss_bbox_dn_0: 0.3070 (0.3125)  loss_bbox_dn_1: 0.2422 (0.2420)  loss_bbox_dn_2: 0.2177 (0.2203)  loss_bbox_dn_3: 0.2091 (0.2127)  loss_bbox_dn_4: 0.2068 (0.2110)  loss_bbox_dn_5: 0.2069 (0.2110)  loss_giou: 0.4594 (0.5090)  loss_giou_aux_0: 0.4808 (0.5343)  loss_giou_aux_1: 0.4685 (0.5186)  loss_giou_aux_2: 0.4636 (0.5139)  loss_giou_aux_3: 0.4611 (0.5103)  loss_giou_aux_4: 0.4571 (0.5091)  loss_giou_aux_5: 0.5711 (0.6076)  loss_giou_dn_0: 0.6119 (0.6379)  loss_giou_dn_1: 0.5284 (0.5341)  loss_giou_dn_2: 0.5001 (0.5068)  loss_giou_dn_3: 0.4907 (0.4981)  loss_giou_dn_4: 0.4892 (0.4961)  loss_giou_dn_5: 0.4891 (0.4962)  loss_vfl: 0.7178 (0.7196)  loss_vfl_aux_0: 0.8709 (0.8536)  loss_vfl_aux_1: 0.8145 (0.7939)  loss_vfl_aux_2: 0.7806 (0.7499)  loss_vfl_aux_3: 0.7486 (0.7310)  loss_vfl_aux_4: 0.7405 (0.7228)  loss_vfl_aux_5: 0.8266 (0.8252)  loss_vfl_dn_0: 0.4695 (0.4715)  loss_vfl_dn_1: 0.4086 (0.4112)  loss_vfl_dn_2: 0.3912 (0.3944)  loss_vfl_dn_3: 0.3856 (0.3866)  loss_vfl_dn_4: 0.3841 (0.3838)  loss_vfl_dn_5: 0.3841 (0.3830)  time: 0.4827  data: 0.0133  max mem: 5653
Epoch: [17]  [3800/7393]  eta: 0:28:50  lr: 0.000010  loss: 17.6379 (17.3958)  loss_bbox: 0.1789 (0.1722)  loss_bbox_aux_0: 0.2003 (0.1852)  loss_bbox_aux_1: 0.1792 (0.1765)  loss_bbox_aux_2: 0.1834 (0.1745)  loss_bbox_aux_3: 0.1814 (0.1724)  loss_bbox_aux_4: 0.1813 (0.1721)  loss_bbox_aux_5: 0.2466 (0.2274)  loss_bbox_dn_0: 0.3460 (0.3125)  loss_bbox_dn_1: 0.2629 (0.2422)  loss_bbox_dn_2: 0.2313 (0.2205)  loss_bbox_dn_3: 0.2203 (0.2129)  loss_bbox_dn_4: 0.2171 (0.2113)  loss_bbox_dn_5: 0.2170 (0.2112)  loss_giou: 0.4882 (0.5094)  loss_giou_aux_0: 0.5154 (0.5346)  loss_giou_aux_1: 0.4974 (0.5190)  loss_giou_aux_2: 0.4926 (0.5142)  loss_giou_aux_3: 0.4928 (0.5106)  loss_giou_aux_4: 0.4887 (0.5095)  loss_giou_aux_5: 0.5646 (0.6079)  loss_giou_dn_0: 0.6325 (0.6382)  loss_giou_dn_1: 0.5336 (0.5345)  loss_giou_dn_2: 0.4891 (0.5071)  loss_giou_dn_3: 0.4784 (0.4985)  loss_giou_dn_4: 0.4777 (0.4964)  loss_giou_dn_5: 0.4774 (0.4966)  loss_vfl: 0.7530 (0.7200)  loss_vfl_aux_0: 0.8780 (0.8538)  loss_vfl_aux_1: 0.8259 (0.7941)  loss_vfl_aux_2: 0.7742 (0.7502)  loss_vfl_aux_3: 0.7651 (0.7315)  loss_vfl_aux_4: 0.7515 (0.7232)  loss_vfl_aux_5: 0.8368 (0.8252)  loss_vfl_dn_0: 0.4726 (0.4715)  loss_vfl_dn_1: 0.4135 (0.4112)  loss_vfl_dn_2: 0.3950 (0.3943)  loss_vfl_dn_3: 0.3862 (0.3866)  loss_vfl_dn_4: 0.3821 (0.3838)  loss_vfl_dn_5: 0.3819 (0.3830)  time: 0.4630  data: 0.0136  max mem: 5653
Epoch: [17]  [3900/7393]  eta: 0:28:05  lr: 0.000010  loss: 16.8826 (17.3926)  loss_bbox: 0.1537 (0.1721)  loss_bbox_aux_0: 0.1624 (0.1851)  loss_bbox_aux_1: 0.1632 (0.1765)  loss_bbox_aux_2: 0.1562 (0.1744)  loss_bbox_aux_3: 0.1562 (0.1723)  loss_bbox_aux_4: 0.1564 (0.1720)  loss_bbox_aux_5: 0.2036 (0.2273)  loss_bbox_dn_0: 0.2826 (0.3124)  loss_bbox_dn_1: 0.2057 (0.2420)  loss_bbox_dn_2: 0.1847 (0.2203)  loss_bbox_dn_3: 0.1775 (0.2127)  loss_bbox_dn_4: 0.1767 (0.2111)  loss_bbox_dn_5: 0.1767 (0.2111)  loss_giou: 0.5025 (0.5093)  loss_giou_aux_0: 0.5358 (0.5345)  loss_giou_aux_1: 0.5139 (0.5190)  loss_giou_aux_2: 0.5018 (0.5141)  loss_giou_aux_3: 0.5056 (0.5105)  loss_giou_aux_4: 0.5077 (0.5094)  loss_giou_aux_5: 0.6180 (0.6080)  loss_giou_dn_0: 0.6417 (0.6380)  loss_giou_dn_1: 0.5351 (0.5343)  loss_giou_dn_2: 0.5075 (0.5069)  loss_giou_dn_3: 0.4985 (0.4982)  loss_giou_dn_4: 0.4968 (0.4962)  loss_giou_dn_5: 0.4975 (0.4963)  loss_vfl: 0.7224 (0.7202)  loss_vfl_aux_0: 0.8537 (0.8539)  loss_vfl_aux_1: 0.7818 (0.7940)  loss_vfl_aux_2: 0.7440 (0.7504)  loss_vfl_aux_3: 0.7388 (0.7316)  loss_vfl_aux_4: 0.7319 (0.7233)  loss_vfl_aux_5: 0.8191 (0.8252)  loss_vfl_dn_0: 0.4647 (0.4715)  loss_vfl_dn_1: 0.4152 (0.4112)  loss_vfl_dn_2: 0.3938 (0.3943)  loss_vfl_dn_3: 0.3819 (0.3865)  loss_vfl_dn_4: 0.3783 (0.3837)  loss_vfl_dn_5: 0.3783 (0.3830)  time: 0.4612  data: 0.0140  max mem: 5653
Epoch: [17]  [4000/7393]  eta: 0:27:16  lr: 0.000010  loss: 17.4077 (17.3923)  loss_bbox: 0.1495 (0.1720)  loss_bbox_aux_0: 0.1669 (0.1850)  loss_bbox_aux_1: 0.1571 (0.1764)  loss_bbox_aux_2: 0.1539 (0.1743)  loss_bbox_aux_3: 0.1499 (0.1722)  loss_bbox_aux_4: 0.1507 (0.1719)  loss_bbox_aux_5: 0.2135 (0.2272)  loss_bbox_dn_0: 0.2762 (0.3124)  loss_bbox_dn_1: 0.2153 (0.2420)  loss_bbox_dn_2: 0.1971 (0.2203)  loss_bbox_dn_3: 0.1951 (0.2127)  loss_bbox_dn_4: 0.1940 (0.2111)  loss_bbox_dn_5: 0.1949 (0.2111)  loss_giou: 0.5112 (0.5093)  loss_giou_aux_0: 0.5281 (0.5345)  loss_giou_aux_1: 0.5193 (0.5190)  loss_giou_aux_2: 0.5135 (0.5142)  loss_giou_aux_3: 0.5216 (0.5106)  loss_giou_aux_4: 0.5075 (0.5094)  loss_giou_aux_5: 0.6233 (0.6080)  loss_giou_dn_0: 0.6305 (0.6380)  loss_giou_dn_1: 0.5269 (0.5343)  loss_giou_dn_2: 0.5030 (0.5069)  loss_giou_dn_3: 0.4933 (0.4982)  loss_giou_dn_4: 0.4919 (0.4962)  loss_giou_dn_5: 0.4922 (0.4963)  loss_vfl: 0.6958 (0.7201)  loss_vfl_aux_0: 0.8489 (0.8541)  loss_vfl_aux_1: 0.7621 (0.7942)  loss_vfl_aux_2: 0.7245 (0.7503)  loss_vfl_aux_3: 0.6993 (0.7316)  loss_vfl_aux_4: 0.7057 (0.7233)  loss_vfl_aux_5: 0.8146 (0.8254)  loss_vfl_dn_0: 0.4709 (0.4714)  loss_vfl_dn_1: 0.4085 (0.4112)  loss_vfl_dn_2: 0.3929 (0.3942)  loss_vfl_dn_3: 0.3846 (0.3865)  loss_vfl_dn_4: 0.3827 (0.3837)  loss_vfl_dn_5: 0.3804 (0.3829)  time: 0.4658  data: 0.0142  max mem: 5653
Epoch: [17]  [4100/7393]  eta: 0:26:26  lr: 0.000010  loss: 17.2338 (17.3928)  loss_bbox: 0.1462 (0.1719)  loss_bbox_aux_0: 0.1622 (0.1850)  loss_bbox_aux_1: 0.1579 (0.1763)  loss_bbox_aux_2: 0.1497 (0.1742)  loss_bbox_aux_3: 0.1460 (0.1721)  loss_bbox_aux_4: 0.1447 (0.1718)  loss_bbox_aux_5: 0.2084 (0.2272)  loss_bbox_dn_0: 0.2832 (0.3125)  loss_bbox_dn_1: 0.2030 (0.2419)  loss_bbox_dn_2: 0.1895 (0.2202)  loss_bbox_dn_3: 0.1757 (0.2127)  loss_bbox_dn_4: 0.1744 (0.2110)  loss_bbox_dn_5: 0.1741 (0.2110)  loss_giou: 0.5179 (0.5094)  loss_giou_aux_0: 0.5423 (0.5347)  loss_giou_aux_1: 0.5237 (0.5191)  loss_giou_aux_2: 0.5087 (0.5143)  loss_giou_aux_3: 0.5207 (0.5107)  loss_giou_aux_4: 0.5178 (0.5095)  loss_giou_aux_5: 0.6256 (0.6082)  loss_giou_dn_0: 0.6332 (0.6382)  loss_giou_dn_1: 0.5302 (0.5343)  loss_giou_dn_2: 0.5039 (0.5069)  loss_giou_dn_3: 0.4870 (0.4982)  loss_giou_dn_4: 0.4847 (0.4962)  loss_giou_dn_5: 0.4848 (0.4963)  loss_vfl: 0.7236 (0.7201)  loss_vfl_aux_0: 0.8454 (0.8542)  loss_vfl_aux_1: 0.7779 (0.7942)  loss_vfl_aux_2: 0.7525 (0.7503)  loss_vfl_aux_3: 0.7411 (0.7316)  loss_vfl_aux_4: 0.7257 (0.7233)  loss_vfl_aux_5: 0.7951 (0.8255)  loss_vfl_dn_0: 0.4735 (0.4714)  loss_vfl_dn_1: 0.4087 (0.4112)  loss_vfl_dn_2: 0.3908 (0.3942)  loss_vfl_dn_3: 0.3847 (0.3865)  loss_vfl_dn_4: 0.3826 (0.3836)  loss_vfl_dn_5: 0.3815 (0.3829)  time: 0.4632  data: 0.0134  max mem: 5653
Epoch: [17]  [4200/7393]  eta: 0:25:37  lr: 0.000010  loss: 17.4957 (17.3992)  loss_bbox: 0.1612 (0.1719)  loss_bbox_aux_0: 0.1694 (0.1850)  loss_bbox_aux_1: 0.1640 (0.1763)  loss_bbox_aux_2: 0.1634 (0.1742)  loss_bbox_aux_3: 0.1630 (0.1721)  loss_bbox_aux_4: 0.1626 (0.1718)  loss_bbox_aux_5: 0.2059 (0.2269)  loss_bbox_dn_0: 0.2694 (0.3122)  loss_bbox_dn_1: 0.2073 (0.2417)  loss_bbox_dn_2: 0.1917 (0.2201)  loss_bbox_dn_3: 0.1831 (0.2126)  loss_bbox_dn_4: 0.1815 (0.2109)  loss_bbox_dn_5: 0.1813 (0.2109)  loss_giou: 0.5153 (0.5102)  loss_giou_aux_0: 0.5496 (0.5356)  loss_giou_aux_1: 0.5337 (0.5200)  loss_giou_aux_2: 0.5222 (0.5151)  loss_giou_aux_3: 0.5115 (0.5115)  loss_giou_aux_4: 0.5167 (0.5103)  loss_giou_aux_5: 0.6008 (0.6088)  loss_giou_dn_0: 0.6658 (0.6386)  loss_giou_dn_1: 0.5645 (0.5348)  loss_giou_dn_2: 0.5378 (0.5074)  loss_giou_dn_3: 0.5299 (0.4987)  loss_giou_dn_4: 0.5287 (0.4967)  loss_giou_dn_5: 0.5286 (0.4968)  loss_vfl: 0.7004 (0.7200)  loss_vfl_aux_0: 0.7807 (0.8538)  loss_vfl_aux_1: 0.7528 (0.7938)  loss_vfl_aux_2: 0.7216 (0.7502)  loss_vfl_aux_3: 0.6896 (0.7315)  loss_vfl_aux_4: 0.6874 (0.7232)  loss_vfl_aux_5: 0.7502 (0.8252)  loss_vfl_dn_0: 0.4765 (0.4714)  loss_vfl_dn_1: 0.4181 (0.4113)  loss_vfl_dn_2: 0.3991 (0.3943)  loss_vfl_dn_3: 0.3928 (0.3866)  loss_vfl_dn_4: 0.3899 (0.3838)  loss_vfl_dn_5: 0.3881 (0.3830)  time: 0.4637  data: 0.0137  max mem: 5653
Epoch: [17]  [4300/7393]  eta: 0:24:48  lr: 0.000010  loss: 17.0951 (17.3988)  loss_bbox: 0.1661 (0.1719)  loss_bbox_aux_0: 0.1801 (0.1850)  loss_bbox_aux_1: 0.1690 (0.1763)  loss_bbox_aux_2: 0.1600 (0.1741)  loss_bbox_aux_3: 0.1642 (0.1720)  loss_bbox_aux_4: 0.1651 (0.1718)  loss_bbox_aux_5: 0.2149 (0.2269)  loss_bbox_dn_0: 0.3147 (0.3121)  loss_bbox_dn_1: 0.2431 (0.2417)  loss_bbox_dn_2: 0.2235 (0.2201)  loss_bbox_dn_3: 0.2098 (0.2126)  loss_bbox_dn_4: 0.2034 (0.2109)  loss_bbox_dn_5: 0.2033 (0.2109)  loss_giou: 0.4805 (0.5102)  loss_giou_aux_0: 0.5112 (0.5356)  loss_giou_aux_1: 0.4872 (0.5199)  loss_giou_aux_2: 0.4847 (0.5150)  loss_giou_aux_3: 0.4830 (0.5114)  loss_giou_aux_4: 0.4846 (0.5102)  loss_giou_aux_5: 0.5799 (0.6088)  loss_giou_dn_0: 0.6203 (0.6386)  loss_giou_dn_1: 0.5115 (0.5348)  loss_giou_dn_2: 0.4871 (0.5074)  loss_giou_dn_3: 0.4758 (0.4988)  loss_giou_dn_4: 0.4731 (0.4967)  loss_giou_dn_5: 0.4734 (0.4969)  loss_vfl: 0.6990 (0.7201)  loss_vfl_aux_0: 0.8438 (0.8537)  loss_vfl_aux_1: 0.7893 (0.7940)  loss_vfl_aux_2: 0.7364 (0.7504)  loss_vfl_aux_3: 0.7084 (0.7317)  loss_vfl_aux_4: 0.7056 (0.7233)  loss_vfl_aux_5: 0.8141 (0.8250)  loss_vfl_dn_0: 0.4642 (0.4714)  loss_vfl_dn_1: 0.4090 (0.4112)  loss_vfl_dn_2: 0.3855 (0.3943)  loss_vfl_dn_3: 0.3778 (0.3866)  loss_vfl_dn_4: 0.3751 (0.3837)  loss_vfl_dn_5: 0.3745 (0.3830)  time: 0.4638  data: 0.0133  max mem: 5653
Epoch: [17]  [4400/7393]  eta: 0:23:59  lr: 0.000010  loss: 16.5795 (17.3925)  loss_bbox: 0.1633 (0.1717)  loss_bbox_aux_0: 0.1788 (0.1849)  loss_bbox_aux_1: 0.1578 (0.1762)  loss_bbox_aux_2: 0.1610 (0.1740)  loss_bbox_aux_3: 0.1526 (0.1719)  loss_bbox_aux_4: 0.1514 (0.1717)  loss_bbox_aux_5: 0.1974 (0.2269)  loss_bbox_dn_0: 0.2712 (0.3118)  loss_bbox_dn_1: 0.2002 (0.2414)  loss_bbox_dn_2: 0.1851 (0.2198)  loss_bbox_dn_3: 0.1864 (0.2123)  loss_bbox_dn_4: 0.1846 (0.2106)  loss_bbox_dn_5: 0.1846 (0.2106)  loss_giou: 0.4700 (0.5101)  loss_giou_aux_0: 0.4958 (0.5355)  loss_giou_aux_1: 0.4718 (0.5198)  loss_giou_aux_2: 0.4704 (0.5149)  loss_giou_aux_3: 0.4603 (0.5113)  loss_giou_aux_4: 0.4698 (0.5101)  loss_giou_aux_5: 0.5648 (0.6087)  loss_giou_dn_0: 0.6058 (0.6384)  loss_giou_dn_1: 0.4958 (0.5346)  loss_giou_dn_2: 0.4589 (0.5072)  loss_giou_dn_3: 0.4490 (0.4985)  loss_giou_dn_4: 0.4473 (0.4965)  loss_giou_dn_5: 0.4475 (0.4966)  loss_vfl: 0.7334 (0.7200)  loss_vfl_aux_0: 0.8565 (0.8532)  loss_vfl_aux_1: 0.7898 (0.7938)  loss_vfl_aux_2: 0.7554 (0.7502)  loss_vfl_aux_3: 0.7615 (0.7315)  loss_vfl_aux_4: 0.7301 (0.7231)  loss_vfl_aux_5: 0.8251 (0.8248)  loss_vfl_dn_0: 0.4758 (0.4714)  loss_vfl_dn_1: 0.4081 (0.4112)  loss_vfl_dn_2: 0.3914 (0.3942)  loss_vfl_dn_3: 0.3830 (0.3865)  loss_vfl_dn_4: 0.3793 (0.3837)  loss_vfl_dn_5: 0.3759 (0.3829)  time: 0.4792  data: 0.0134  max mem: 5653
Epoch: [17]  [4500/7393]  eta: 0:23:10  lr: 0.000010  loss: 17.7279 (17.3917)  loss_bbox: 0.1682 (0.1717)  loss_bbox_aux_0: 0.1765 (0.1848)  loss_bbox_aux_1: 0.1697 (0.1761)  loss_bbox_aux_2: 0.1697 (0.1739)  loss_bbox_aux_3: 0.1699 (0.1718)  loss_bbox_aux_4: 0.1663 (0.1715)  loss_bbox_aux_5: 0.2302 (0.2268)  loss_bbox_dn_0: 0.2993 (0.3115)  loss_bbox_dn_1: 0.2109 (0.2412)  loss_bbox_dn_2: 0.1844 (0.2196)  loss_bbox_dn_3: 0.1726 (0.2121)  loss_bbox_dn_4: 0.1711 (0.2105)  loss_bbox_dn_5: 0.1712 (0.2104)  loss_giou: 0.5099 (0.5104)  loss_giou_aux_0: 0.5430 (0.5358)  loss_giou_aux_1: 0.5256 (0.5201)  loss_giou_aux_2: 0.5164 (0.5152)  loss_giou_aux_3: 0.5040 (0.5116)  loss_giou_aux_4: 0.5074 (0.5105)  loss_giou_aux_5: 0.6363 (0.6090)  loss_giou_dn_0: 0.6619 (0.6385)  loss_giou_dn_1: 0.5483 (0.5347)  loss_giou_dn_2: 0.5154 (0.5074)  loss_giou_dn_3: 0.4979 (0.4987)  loss_giou_dn_4: 0.4951 (0.4967)  loss_giou_dn_5: 0.4951 (0.4968)  loss_vfl: 0.6974 (0.7198)  loss_vfl_aux_0: 0.7983 (0.8528)  loss_vfl_aux_1: 0.7684 (0.7935)  loss_vfl_aux_2: 0.7233 (0.7500)  loss_vfl_aux_3: 0.7066 (0.7313)  loss_vfl_aux_4: 0.6967 (0.7229)  loss_vfl_aux_5: 0.7745 (0.8243)  loss_vfl_dn_0: 0.4666 (0.4713)  loss_vfl_dn_1: 0.3995 (0.4111)  loss_vfl_dn_2: 0.3845 (0.3942)  loss_vfl_dn_3: 0.3775 (0.3865)  loss_vfl_dn_4: 0.3749 (0.3837)  loss_vfl_dn_5: 0.3766 (0.3829)  time: 0.4662  data: 0.0133  max mem: 5653
Epoch: [17]  [4600/7393]  eta: 0:22:21  lr: 0.000010  loss: 17.0695 (17.3943)  loss_bbox: 0.1729 (0.1717)  loss_bbox_aux_0: 0.1844 (0.1848)  loss_bbox_aux_1: 0.1716 (0.1761)  loss_bbox_aux_2: 0.1767 (0.1739)  loss_bbox_aux_3: 0.1763 (0.1718)  loss_bbox_aux_4: 0.1660 (0.1716)  loss_bbox_aux_5: 0.2188 (0.2267)  loss_bbox_dn_0: 0.2793 (0.3114)  loss_bbox_dn_1: 0.2165 (0.2411)  loss_bbox_dn_2: 0.1918 (0.2196)  loss_bbox_dn_3: 0.1874 (0.2120)  loss_bbox_dn_4: 0.1865 (0.2104)  loss_bbox_dn_5: 0.1866 (0.2104)  loss_giou: 0.4814 (0.5105)  loss_giou_aux_0: 0.5210 (0.5359)  loss_giou_aux_1: 0.4831 (0.5202)  loss_giou_aux_2: 0.4799 (0.5154)  loss_giou_aux_3: 0.4849 (0.5118)  loss_giou_aux_4: 0.4809 (0.5106)  loss_giou_aux_5: 0.5971 (0.6092)  loss_giou_dn_0: 0.6395 (0.6386)  loss_giou_dn_1: 0.5435 (0.5349)  loss_giou_dn_2: 0.5059 (0.5075)  loss_giou_dn_3: 0.4987 (0.4989)  loss_giou_dn_4: 0.4966 (0.4968)  loss_giou_dn_5: 0.4962 (0.4970)  loss_vfl: 0.6885 (0.7200)  loss_vfl_aux_0: 0.8226 (0.8529)  loss_vfl_aux_1: 0.7768 (0.7937)  loss_vfl_aux_2: 0.7250 (0.7502)  loss_vfl_aux_3: 0.6972 (0.7315)  loss_vfl_aux_4: 0.6913 (0.7231)  loss_vfl_aux_5: 0.8146 (0.8242)  loss_vfl_dn_0: 0.4706 (0.4713)  loss_vfl_dn_1: 0.4086 (0.4112)  loss_vfl_dn_2: 0.3928 (0.3942)  loss_vfl_dn_3: 0.3868 (0.3865)  loss_vfl_dn_4: 0.3826 (0.3837)  loss_vfl_dn_5: 0.3832 (0.3830)  time: 0.4556  data: 0.0133  max mem: 5653
Epoch: [17]  [4700/7393]  eta: 0:21:32  lr: 0.000010  loss: 17.2813 (17.3942)  loss_bbox: 0.1690 (0.1716)  loss_bbox_aux_0: 0.1816 (0.1847)  loss_bbox_aux_1: 0.1755 (0.1760)  loss_bbox_aux_2: 0.1730 (0.1738)  loss_bbox_aux_3: 0.1673 (0.1717)  loss_bbox_aux_4: 0.1664 (0.1714)  loss_bbox_aux_5: 0.2212 (0.2267)  loss_bbox_dn_0: 0.2736 (0.3112)  loss_bbox_dn_1: 0.2067 (0.2410)  loss_bbox_dn_2: 0.1860 (0.2194)  loss_bbox_dn_3: 0.1802 (0.2119)  loss_bbox_dn_4: 0.1794 (0.2103)  loss_bbox_dn_5: 0.1792 (0.2102)  loss_giou: 0.5029 (0.5107)  loss_giou_aux_0: 0.5285 (0.5361)  loss_giou_aux_1: 0.5230 (0.5204)  loss_giou_aux_2: 0.5136 (0.5155)  loss_giou_aux_3: 0.4979 (0.5120)  loss_giou_aux_4: 0.5001 (0.5108)  loss_giou_aux_5: 0.5851 (0.6093)  loss_giou_dn_0: 0.6276 (0.6387)  loss_giou_dn_1: 0.5236 (0.5350)  loss_giou_dn_2: 0.4875 (0.5076)  loss_giou_dn_3: 0.4768 (0.4990)  loss_giou_dn_4: 0.4741 (0.4969)  loss_giou_dn_5: 0.4741 (0.4971)  loss_vfl: 0.7497 (0.7201)  loss_vfl_aux_0: 0.8749 (0.8527)  loss_vfl_aux_1: 0.8224 (0.7937)  loss_vfl_aux_2: 0.7821 (0.7502)  loss_vfl_aux_3: 0.7778 (0.7315)  loss_vfl_aux_4: 0.7595 (0.7232)  loss_vfl_aux_5: 0.8535 (0.8241)  loss_vfl_dn_0: 0.4708 (0.4713)  loss_vfl_dn_1: 0.4151 (0.4111)  loss_vfl_dn_2: 0.3983 (0.3942)  loss_vfl_dn_3: 0.3873 (0.3864)  loss_vfl_dn_4: 0.3865 (0.3836)  loss_vfl_dn_5: 0.3834 (0.3829)  time: 0.4661  data: 0.0134  max mem: 5653
Epoch: [17]  [4800/7393]  eta: 0:20:44  lr: 0.000010  loss: 17.5136 (17.3939)  loss_bbox: 0.1587 (0.1715)  loss_bbox_aux_0: 0.1692 (0.1846)  loss_bbox_aux_1: 0.1687 (0.1759)  loss_bbox_aux_2: 0.1642 (0.1737)  loss_bbox_aux_3: 0.1636 (0.1717)  loss_bbox_aux_4: 0.1620 (0.1714)  loss_bbox_aux_5: 0.2175 (0.2265)  loss_bbox_dn_0: 0.2787 (0.3110)  loss_bbox_dn_1: 0.2186 (0.2407)  loss_bbox_dn_2: 0.1951 (0.2192)  loss_bbox_dn_3: 0.1883 (0.2117)  loss_bbox_dn_4: 0.1882 (0.2100)  loss_bbox_dn_5: 0.1883 (0.2100)  loss_giou: 0.5217 (0.5108)  loss_giou_aux_0: 0.5551 (0.5362)  loss_giou_aux_1: 0.5459 (0.5205)  loss_giou_aux_2: 0.5334 (0.5156)  loss_giou_aux_3: 0.5248 (0.5121)  loss_giou_aux_4: 0.5222 (0.5109)  loss_giou_aux_5: 0.6519 (0.6095)  loss_giou_dn_0: 0.6559 (0.6388)  loss_giou_dn_1: 0.5396 (0.5350)  loss_giou_dn_2: 0.5098 (0.5076)  loss_giou_dn_3: 0.5009 (0.4990)  loss_giou_dn_4: 0.4992 (0.4970)  loss_giou_dn_5: 0.4991 (0.4971)  loss_vfl: 0.6871 (0.7202)  loss_vfl_aux_0: 0.8156 (0.8528)  loss_vfl_aux_1: 0.7746 (0.7938)  loss_vfl_aux_2: 0.7239 (0.7504)  loss_vfl_aux_3: 0.7176 (0.7316)  loss_vfl_aux_4: 0.7050 (0.7234)  loss_vfl_aux_5: 0.7972 (0.8242)  loss_vfl_dn_0: 0.4689 (0.4713)  loss_vfl_dn_1: 0.4116 (0.4111)  loss_vfl_dn_2: 0.3976 (0.3942)  loss_vfl_dn_3: 0.3910 (0.3865)  loss_vfl_dn_4: 0.3863 (0.3836)  loss_vfl_dn_5: 0.3871 (0.3829)  time: 0.4648  data: 0.0136  max mem: 5653
Epoch: [17]  [4900/7393]  eta: 0:19:55  lr: 0.000010  loss: 17.1243 (17.3918)  loss_bbox: 0.1721 (0.1715)  loss_bbox_aux_0: 0.1926 (0.1847)  loss_bbox_aux_1: 0.1757 (0.1760)  loss_bbox_aux_2: 0.1701 (0.1738)  loss_bbox_aux_3: 0.1722 (0.1717)  loss_bbox_aux_4: 0.1717 (0.1714)  loss_bbox_aux_5: 0.2386 (0.2266)  loss_bbox_dn_0: 0.2954 (0.3110)  loss_bbox_dn_1: 0.2346 (0.2408)  loss_bbox_dn_2: 0.2087 (0.2192)  loss_bbox_dn_3: 0.2030 (0.2117)  loss_bbox_dn_4: 0.2005 (0.2101)  loss_bbox_dn_5: 0.2013 (0.2100)  loss_giou: 0.4767 (0.5107)  loss_giou_aux_0: 0.5080 (0.5360)  loss_giou_aux_1: 0.4770 (0.5203)  loss_giou_aux_2: 0.4706 (0.5155)  loss_giou_aux_3: 0.4750 (0.5119)  loss_giou_aux_4: 0.4773 (0.5108)  loss_giou_aux_5: 0.5758 (0.6094)  loss_giou_dn_0: 0.6492 (0.6387)  loss_giou_dn_1: 0.5448 (0.5349)  loss_giou_dn_2: 0.5080 (0.5075)  loss_giou_dn_3: 0.4973 (0.4989)  loss_giou_dn_4: 0.4973 (0.4969)  loss_giou_dn_5: 0.4973 (0.4970)  loss_vfl: 0.6946 (0.7201)  loss_vfl_aux_0: 0.8277 (0.8525)  loss_vfl_aux_1: 0.7751 (0.7937)  loss_vfl_aux_2: 0.7412 (0.7503)  loss_vfl_aux_3: 0.7339 (0.7314)  loss_vfl_aux_4: 0.7042 (0.7232)  loss_vfl_aux_5: 0.8165 (0.8239)  loss_vfl_dn_0: 0.4684 (0.4713)  loss_vfl_dn_1: 0.4097 (0.4111)  loss_vfl_dn_2: 0.3904 (0.3942)  loss_vfl_dn_3: 0.3888 (0.3864)  loss_vfl_dn_4: 0.3876 (0.3836)  loss_vfl_dn_5: 0.3863 (0.3829)  time: 0.4635  data: 0.0133  max mem: 5653
Epoch: [17]  [5000/7393]  eta: 0:19:06  lr: 0.000010  loss: 17.9782 (17.3931)  loss_bbox: 0.1709 (0.1714)  loss_bbox_aux_0: 0.1797 (0.1846)  loss_bbox_aux_1: 0.1661 (0.1759)  loss_bbox_aux_2: 0.1663 (0.1737)  loss_bbox_aux_3: 0.1690 (0.1716)  loss_bbox_aux_4: 0.1698 (0.1713)  loss_bbox_aux_5: 0.2138 (0.2264)  loss_bbox_dn_0: 0.2959 (0.3106)  loss_bbox_dn_1: 0.2218 (0.2404)  loss_bbox_dn_2: 0.2044 (0.2189)  loss_bbox_dn_3: 0.1967 (0.2114)  loss_bbox_dn_4: 0.1955 (0.2098)  loss_bbox_dn_5: 0.1953 (0.2098)  loss_giou: 0.4939 (0.5113)  loss_giou_aux_0: 0.5256 (0.5366)  loss_giou_aux_1: 0.5180 (0.5209)  loss_giou_aux_2: 0.5130 (0.5161)  loss_giou_aux_3: 0.5037 (0.5125)  loss_giou_aux_4: 0.4950 (0.5113)  loss_giou_aux_5: 0.5948 (0.6099)  loss_giou_dn_0: 0.6252 (0.6390)  loss_giou_dn_1: 0.5275 (0.5352)  loss_giou_dn_2: 0.5068 (0.5079)  loss_giou_dn_3: 0.4970 (0.4993)  loss_giou_dn_4: 0.4947 (0.4972)  loss_giou_dn_5: 0.4954 (0.4974)  loss_vfl: 0.7205 (0.7198)  loss_vfl_aux_0: 0.8348 (0.8522)  loss_vfl_aux_1: 0.8031 (0.7934)  loss_vfl_aux_2: 0.7449 (0.7499)  loss_vfl_aux_3: 0.7410 (0.7312)  loss_vfl_aux_4: 0.7283 (0.7230)  loss_vfl_aux_5: 0.8176 (0.8235)  loss_vfl_dn_0: 0.4691 (0.4713)  loss_vfl_dn_1: 0.4099 (0.4111)  loss_vfl_dn_2: 0.4005 (0.3942)  loss_vfl_dn_3: 0.3892 (0.3865)  loss_vfl_dn_4: 0.3855 (0.3837)  loss_vfl_dn_5: 0.3852 (0.3829)  time: 0.4681  data: 0.0136  max mem: 5653
Epoch: [17]  [5100/7393]  eta: 0:18:18  lr: 0.000010  loss: 17.1592 (17.3909)  loss_bbox: 0.1624 (0.1713)  loss_bbox_aux_0: 0.1810 (0.1845)  loss_bbox_aux_1: 0.1612 (0.1758)  loss_bbox_aux_2: 0.1596 (0.1736)  loss_bbox_aux_3: 0.1629 (0.1715)  loss_bbox_aux_4: 0.1623 (0.1712)  loss_bbox_aux_5: 0.2237 (0.2264)  loss_bbox_dn_0: 0.2950 (0.3105)  loss_bbox_dn_1: 0.2249 (0.2403)  loss_bbox_dn_2: 0.2020 (0.2188)  loss_bbox_dn_3: 0.1969 (0.2113)  loss_bbox_dn_4: 0.1947 (0.2096)  loss_bbox_dn_5: 0.1947 (0.2096)  loss_giou: 0.4970 (0.5112)  loss_giou_aux_0: 0.5167 (0.5365)  loss_giou_aux_1: 0.4887 (0.5208)  loss_giou_aux_2: 0.4971 (0.5160)  loss_giou_aux_3: 0.4934 (0.5125)  loss_giou_aux_4: 0.4955 (0.5113)  loss_giou_aux_5: 0.5903 (0.6099)  loss_giou_dn_0: 0.6180 (0.6389)  loss_giou_dn_1: 0.5146 (0.5351)  loss_giou_dn_2: 0.4847 (0.5078)  loss_giou_dn_3: 0.4716 (0.4992)  loss_giou_dn_4: 0.4697 (0.4971)  loss_giou_dn_5: 0.4701 (0.4973)  loss_vfl: 0.6921 (0.7200)  loss_vfl_aux_0: 0.8213 (0.8521)  loss_vfl_aux_1: 0.7749 (0.7935)  loss_vfl_aux_2: 0.7170 (0.7499)  loss_vfl_aux_3: 0.6982 (0.7313)  loss_vfl_aux_4: 0.6984 (0.7232)  loss_vfl_aux_5: 0.7852 (0.8233)  loss_vfl_dn_0: 0.4682 (0.4713)  loss_vfl_dn_1: 0.4055 (0.4111)  loss_vfl_dn_2: 0.3927 (0.3942)  loss_vfl_dn_3: 0.3844 (0.3865)  loss_vfl_dn_4: 0.3806 (0.3837)  loss_vfl_dn_5: 0.3811 (0.3830)  time: 0.4826  data: 0.0136  max mem: 5653
Epoch: [17]  [5200/7393]  eta: 0:17:30  lr: 0.000010  loss: 17.2345 (17.3956)  loss_bbox: 0.1849 (0.1715)  loss_bbox_aux_0: 0.2189 (0.1847)  loss_bbox_aux_1: 0.2001 (0.1760)  loss_bbox_aux_2: 0.1984 (0.1738)  loss_bbox_aux_3: 0.1860 (0.1717)  loss_bbox_aux_4: 0.1866 (0.1713)  loss_bbox_aux_5: 0.2687 (0.2267)  loss_bbox_dn_0: 0.3536 (0.3108)  loss_bbox_dn_1: 0.2635 (0.2406)  loss_bbox_dn_2: 0.2388 (0.2190)  loss_bbox_dn_3: 0.2298 (0.2115)  loss_bbox_dn_4: 0.2281 (0.2099)  loss_bbox_dn_5: 0.2280 (0.2098)  loss_giou: 0.4566 (0.5111)  loss_giou_aux_0: 0.4739 (0.5365)  loss_giou_aux_1: 0.4620 (0.5208)  loss_giou_aux_2: 0.4582 (0.5160)  loss_giou_aux_3: 0.4580 (0.5124)  loss_giou_aux_4: 0.4534 (0.5112)  loss_giou_aux_5: 0.5261 (0.6098)  loss_giou_dn_0: 0.5899 (0.6388)  loss_giou_dn_1: 0.4854 (0.5350)  loss_giou_dn_2: 0.4590 (0.5077)  loss_giou_dn_3: 0.4518 (0.4991)  loss_giou_dn_4: 0.4488 (0.4971)  loss_giou_dn_5: 0.4487 (0.4972)  loss_vfl: 0.7140 (0.7205)  loss_vfl_aux_0: 0.8635 (0.8523)  loss_vfl_aux_1: 0.7999 (0.7938)  loss_vfl_aux_2: 0.7626 (0.7503)  loss_vfl_aux_3: 0.7459 (0.7317)  loss_vfl_aux_4: 0.7334 (0.7237)  loss_vfl_aux_5: 0.8387 (0.8236)  loss_vfl_dn_0: 0.4679 (0.4714)  loss_vfl_dn_1: 0.4047 (0.4111)  loss_vfl_dn_2: 0.3896 (0.3942)  loss_vfl_dn_3: 0.3813 (0.3865)  loss_vfl_dn_4: 0.3786 (0.3837)  loss_vfl_dn_5: 0.3779 (0.3829)  time: 0.4654  data: 0.0140  max mem: 5653
Epoch: [17]  [5300/7393]  eta: 0:16:43  lr: 0.000010  loss: 16.8466 (17.3965)  loss_bbox: 0.1422 (0.1714)  loss_bbox_aux_0: 0.1641 (0.1847)  loss_bbox_aux_1: 0.1448 (0.1760)  loss_bbox_aux_2: 0.1443 (0.1737)  loss_bbox_aux_3: 0.1418 (0.1716)  loss_bbox_aux_4: 0.1413 (0.1713)  loss_bbox_aux_5: 0.2046 (0.2266)  loss_bbox_dn_0: 0.2838 (0.3105)  loss_bbox_dn_1: 0.2337 (0.2404)  loss_bbox_dn_2: 0.2047 (0.2188)  loss_bbox_dn_3: 0.1986 (0.2113)  loss_bbox_dn_4: 0.1957 (0.2097)  loss_bbox_dn_5: 0.1954 (0.2097)  loss_giou: 0.5334 (0.5114)  loss_giou_aux_0: 0.5641 (0.5369)  loss_giou_aux_1: 0.5366 (0.5210)  loss_giou_aux_2: 0.5248 (0.5163)  loss_giou_aux_3: 0.5268 (0.5127)  loss_giou_aux_4: 0.5291 (0.5115)  loss_giou_aux_5: 0.6131 (0.6101)  loss_giou_dn_0: 0.6473 (0.6390)  loss_giou_dn_1: 0.5436 (0.5352)  loss_giou_dn_2: 0.5270 (0.5078)  loss_giou_dn_3: 0.5173 (0.4992)  loss_giou_dn_4: 0.5157 (0.4972)  loss_giou_dn_5: 0.5160 (0.4973)  loss_vfl: 0.7190 (0.7205)  loss_vfl_aux_0: 0.8424 (0.8519)  loss_vfl_aux_1: 0.7824 (0.7937)  loss_vfl_aux_2: 0.7538 (0.7502)  loss_vfl_aux_3: 0.7352 (0.7318)  loss_vfl_aux_4: 0.7299 (0.7237)  loss_vfl_aux_5: 0.7994 (0.8232)  loss_vfl_dn_0: 0.4606 (0.4714)  loss_vfl_dn_1: 0.4109 (0.4112)  loss_vfl_dn_2: 0.3962 (0.3942)  loss_vfl_dn_3: 0.3885 (0.3865)  loss_vfl_dn_4: 0.3876 (0.3837)  loss_vfl_dn_5: 0.3872 (0.3830)  time: 0.4674  data: 0.0135  max mem: 5653
Epoch: [17]  [5400/7393]  eta: 0:15:55  lr: 0.000010  loss: 17.7217 (17.3987)  loss_bbox: 0.1905 (0.1715)  loss_bbox_aux_0: 0.1950 (0.1847)  loss_bbox_aux_1: 0.1839 (0.1760)  loss_bbox_aux_2: 0.1876 (0.1738)  loss_bbox_aux_3: 0.1931 (0.1717)  loss_bbox_aux_4: 0.1905 (0.1713)  loss_bbox_aux_5: 0.2281 (0.2266)  loss_bbox_dn_0: 0.2979 (0.3104)  loss_bbox_dn_1: 0.2369 (0.2403)  loss_bbox_dn_2: 0.2209 (0.2187)  loss_bbox_dn_3: 0.2129 (0.2112)  loss_bbox_dn_4: 0.2098 (0.2096)  loss_bbox_dn_5: 0.2098 (0.2096)  loss_giou: 0.5180 (0.5117)  loss_giou_aux_0: 0.5539 (0.5371)  loss_giou_aux_1: 0.5459 (0.5212)  loss_giou_aux_2: 0.5296 (0.5165)  loss_giou_aux_3: 0.5237 (0.5129)  loss_giou_aux_4: 0.5180 (0.5117)  loss_giou_aux_5: 0.6202 (0.6103)  loss_giou_dn_0: 0.6644 (0.6391)  loss_giou_dn_1: 0.5472 (0.5353)  loss_giou_dn_2: 0.5228 (0.5080)  loss_giou_dn_3: 0.5126 (0.4994)  loss_giou_dn_4: 0.5086 (0.4973)  loss_giou_dn_5: 0.5087 (0.4975)  loss_vfl: 0.7200 (0.7206)  loss_vfl_aux_0: 0.8358 (0.8518)  loss_vfl_aux_1: 0.7781 (0.7938)  loss_vfl_aux_2: 0.7431 (0.7503)  loss_vfl_aux_3: 0.7294 (0.7319)  loss_vfl_aux_4: 0.7304 (0.7238)  loss_vfl_aux_5: 0.8250 (0.8232)  loss_vfl_dn_0: 0.4699 (0.4713)  loss_vfl_dn_1: 0.4073 (0.4112)  loss_vfl_dn_2: 0.3950 (0.3942)  loss_vfl_dn_3: 0.3901 (0.3865)  loss_vfl_dn_4: 0.3866 (0.3837)  loss_vfl_dn_5: 0.3871 (0.3830)  time: 0.4619  data: 0.0137  max mem: 5653
Epoch: [17]  [5500/7393]  eta: 0:15:08  lr: 0.000010  loss: 17.4695 (17.4008)  loss_bbox: 0.1772 (0.1715)  loss_bbox_aux_0: 0.1803 (0.1848)  loss_bbox_aux_1: 0.1803 (0.1761)  loss_bbox_aux_2: 0.1740 (0.1738)  loss_bbox_aux_3: 0.1737 (0.1718)  loss_bbox_aux_4: 0.1759 (0.1714)  loss_bbox_aux_5: 0.2310 (0.2267)  loss_bbox_dn_0: 0.3231 (0.3106)  loss_bbox_dn_1: 0.2500 (0.2404)  loss_bbox_dn_2: 0.2233 (0.2189)  loss_bbox_dn_3: 0.2183 (0.2113)  loss_bbox_dn_4: 0.2146 (0.2097)  loss_bbox_dn_5: 0.2142 (0.2097)  loss_giou: 0.4694 (0.5117)  loss_giou_aux_0: 0.5078 (0.5371)  loss_giou_aux_1: 0.4906 (0.5213)  loss_giou_aux_2: 0.4725 (0.5165)  loss_giou_aux_3: 0.4711 (0.5130)  loss_giou_aux_4: 0.4694 (0.5118)  loss_giou_aux_5: 0.5835 (0.6103)  loss_giou_dn_0: 0.6331 (0.6392)  loss_giou_dn_1: 0.5431 (0.5354)  loss_giou_dn_2: 0.5200 (0.5080)  loss_giou_dn_3: 0.5107 (0.4994)  loss_giou_dn_4: 0.5097 (0.4974)  loss_giou_dn_5: 0.5094 (0.4975)  loss_vfl: 0.7483 (0.7207)  loss_vfl_aux_0: 0.8593 (0.8518)  loss_vfl_aux_1: 0.8273 (0.7938)  loss_vfl_aux_2: 0.8008 (0.7504)  loss_vfl_aux_3: 0.7775 (0.7319)  loss_vfl_aux_4: 0.7614 (0.7238)  loss_vfl_aux_5: 0.8286 (0.8231)  loss_vfl_dn_0: 0.4674 (0.4713)  loss_vfl_dn_1: 0.4096 (0.4112)  loss_vfl_dn_2: 0.3936 (0.3942)  loss_vfl_dn_3: 0.3863 (0.3865)  loss_vfl_dn_4: 0.3858 (0.3837)  loss_vfl_dn_5: 0.3848 (0.3830)  time: 0.4775  data: 0.0136  max mem: 5653
Epoch: [17]  [5600/7393]  eta: 0:14:20  lr: 0.000010  loss: 16.8191 (17.3973)  loss_bbox: 0.1375 (0.1714)  loss_bbox_aux_0: 0.1540 (0.1847)  loss_bbox_aux_1: 0.1456 (0.1760)  loss_bbox_aux_2: 0.1493 (0.1737)  loss_bbox_aux_3: 0.1397 (0.1717)  loss_bbox_aux_4: 0.1374 (0.1713)  loss_bbox_aux_5: 0.1852 (0.2265)  loss_bbox_dn_0: 0.2570 (0.3104)  loss_bbox_dn_1: 0.1980 (0.2403)  loss_bbox_dn_2: 0.1711 (0.2187)  loss_bbox_dn_3: 0.1657 (0.2112)  loss_bbox_dn_4: 0.1657 (0.2095)  loss_bbox_dn_5: 0.1660 (0.2095)  loss_giou: 0.5153 (0.5116)  loss_giou_aux_0: 0.5560 (0.5371)  loss_giou_aux_1: 0.5247 (0.5212)  loss_giou_aux_2: 0.5199 (0.5164)  loss_giou_aux_3: 0.5165 (0.5129)  loss_giou_aux_4: 0.5149 (0.5117)  loss_giou_aux_5: 0.5994 (0.6102)  loss_giou_dn_0: 0.6105 (0.6390)  loss_giou_dn_1: 0.4927 (0.5353)  loss_giou_dn_2: 0.4754 (0.5079)  loss_giou_dn_3: 0.4702 (0.4993)  loss_giou_dn_4: 0.4675 (0.4973)  loss_giou_dn_5: 0.4675 (0.4974)  loss_vfl: 0.7002 (0.7206)  loss_vfl_aux_0: 0.8104 (0.8516)  loss_vfl_aux_1: 0.7705 (0.7938)  loss_vfl_aux_2: 0.7351 (0.7504)  loss_vfl_aux_3: 0.7114 (0.7318)  loss_vfl_aux_4: 0.6979 (0.7238)  loss_vfl_aux_5: 0.7875 (0.8231)  loss_vfl_dn_0: 0.4718 (0.4713)  loss_vfl_dn_1: 0.4170 (0.4112)  loss_vfl_dn_2: 0.3986 (0.3942)  loss_vfl_dn_3: 0.3929 (0.3865)  loss_vfl_dn_4: 0.3904 (0.3837)  loss_vfl_dn_5: 0.3903 (0.3830)  time: 0.4561  data: 0.0136  max mem: 5653
Epoch: [17]  [5700/7393]  eta: 0:13:31  lr: 0.000010  loss: 17.0375 (17.4006)  loss_bbox: 0.1704 (0.1714)  loss_bbox_aux_0: 0.1742 (0.1847)  loss_bbox_aux_1: 0.1737 (0.1760)  loss_bbox_aux_2: 0.1754 (0.1737)  loss_bbox_aux_3: 0.1696 (0.1717)  loss_bbox_aux_4: 0.1710 (0.1713)  loss_bbox_aux_5: 0.2260 (0.2265)  loss_bbox_dn_0: 0.2996 (0.3104)  loss_bbox_dn_1: 0.2263 (0.2402)  loss_bbox_dn_2: 0.2040 (0.2187)  loss_bbox_dn_3: 0.1981 (0.2112)  loss_bbox_dn_4: 0.1992 (0.2095)  loss_bbox_dn_5: 0.1992 (0.2095)  loss_giou: 0.5031 (0.5120)  loss_giou_aux_0: 0.5135 (0.5374)  loss_giou_aux_1: 0.5088 (0.5216)  loss_giou_aux_2: 0.5012 (0.5168)  loss_giou_aux_3: 0.5017 (0.5133)  loss_giou_aux_4: 0.4993 (0.5121)  loss_giou_aux_5: 0.5901 (0.6106)  loss_giou_dn_0: 0.6180 (0.6393)  loss_giou_dn_1: 0.5104 (0.5356)  loss_giou_dn_2: 0.4819 (0.5082)  loss_giou_dn_3: 0.4752 (0.4996)  loss_giou_dn_4: 0.4733 (0.4976)  loss_giou_dn_5: 0.4735 (0.4977)  loss_vfl: 0.6840 (0.7206)  loss_vfl_aux_0: 0.8059 (0.8513)  loss_vfl_aux_1: 0.7605 (0.7936)  loss_vfl_aux_2: 0.7197 (0.7503)  loss_vfl_aux_3: 0.6736 (0.7318)  loss_vfl_aux_4: 0.6914 (0.7237)  loss_vfl_aux_5: 0.7925 (0.8228)  loss_vfl_dn_0: 0.4683 (0.4713)  loss_vfl_dn_1: 0.4078 (0.4112)  loss_vfl_dn_2: 0.3973 (0.3942)  loss_vfl_dn_3: 0.3861 (0.3865)  loss_vfl_dn_4: 0.3848 (0.3837)  loss_vfl_dn_5: 0.3838 (0.3830)  time: 0.4665  data: 0.0136  max mem: 5653
Epoch: [17]  [5800/7393]  eta: 0:12:44  lr: 0.000010  loss: 16.9928 (17.3996)  loss_bbox: 0.1637 (0.1714)  loss_bbox_aux_0: 0.1764 (0.1846)  loss_bbox_aux_1: 0.1633 (0.1760)  loss_bbox_aux_2: 0.1600 (0.1737)  loss_bbox_aux_3: 0.1654 (0.1716)  loss_bbox_aux_4: 0.1638 (0.1712)  loss_bbox_aux_5: 0.2248 (0.2265)  loss_bbox_dn_0: 0.2950 (0.3103)  loss_bbox_dn_1: 0.2268 (0.2402)  loss_bbox_dn_2: 0.2117 (0.2186)  loss_bbox_dn_3: 0.2078 (0.2111)  loss_bbox_dn_4: 0.2065 (0.2095)  loss_bbox_dn_5: 0.2065 (0.2095)  loss_giou: 0.4781 (0.5120)  loss_giou_aux_0: 0.5132 (0.5374)  loss_giou_aux_1: 0.4903 (0.5216)  loss_giou_aux_2: 0.4853 (0.5168)  loss_giou_aux_3: 0.4844 (0.5133)  loss_giou_aux_4: 0.4688 (0.5121)  loss_giou_aux_5: 0.5952 (0.6105)  loss_giou_dn_0: 0.6362 (0.6393)  loss_giou_dn_1: 0.5201 (0.5356)  loss_giou_dn_2: 0.4888 (0.5082)  loss_giou_dn_3: 0.4769 (0.4996)  loss_giou_dn_4: 0.4743 (0.4976)  loss_giou_dn_5: 0.4743 (0.4977)  loss_vfl: 0.7089 (0.7206)  loss_vfl_aux_0: 0.8218 (0.8513)  loss_vfl_aux_1: 0.7844 (0.7935)  loss_vfl_aux_2: 0.7288 (0.7503)  loss_vfl_aux_3: 0.7221 (0.7317)  loss_vfl_aux_4: 0.7051 (0.7237)  loss_vfl_aux_5: 0.8048 (0.8227)  loss_vfl_dn_0: 0.4676 (0.4713)  loss_vfl_dn_1: 0.4191 (0.4112)  loss_vfl_dn_2: 0.3987 (0.3943)  loss_vfl_dn_3: 0.3875 (0.3866)  loss_vfl_dn_4: 0.3841 (0.3838)  loss_vfl_dn_5: 0.3834 (0.3830)  time: 0.4623  data: 0.0135  max mem: 5653
Epoch: [17]  [5900/7393]  eta: 0:11:56  lr: 0.000010  loss: 17.0004 (17.3961)  loss_bbox: 0.1619 (0.1714)  loss_bbox_aux_0: 0.1770 (0.1846)  loss_bbox_aux_1: 0.1730 (0.1759)  loss_bbox_aux_2: 0.1698 (0.1737)  loss_bbox_aux_3: 0.1647 (0.1716)  loss_bbox_aux_4: 0.1618 (0.1712)  loss_bbox_aux_5: 0.2153 (0.2265)  loss_bbox_dn_0: 0.3037 (0.3104)  loss_bbox_dn_1: 0.2397 (0.2403)  loss_bbox_dn_2: 0.2066 (0.2187)  loss_bbox_dn_3: 0.1971 (0.2112)  loss_bbox_dn_4: 0.1950 (0.2096)  loss_bbox_dn_5: 0.1950 (0.2096)  loss_giou: 0.4342 (0.5117)  loss_giou_aux_0: 0.4496 (0.5371)  loss_giou_aux_1: 0.4419 (0.5213)  loss_giou_aux_2: 0.4358 (0.5166)  loss_giou_aux_3: 0.4329 (0.5130)  loss_giou_aux_4: 0.4318 (0.5118)  loss_giou_aux_5: 0.5376 (0.6102)  loss_giou_dn_0: 0.6175 (0.6391)  loss_giou_dn_1: 0.5037 (0.5353)  loss_giou_dn_2: 0.4825 (0.5080)  loss_giou_dn_3: 0.4776 (0.4994)  loss_giou_dn_4: 0.4750 (0.4973)  loss_giou_dn_5: 0.4750 (0.4975)  loss_vfl: 0.6849 (0.7205)  loss_vfl_aux_0: 0.8414 (0.8512)  loss_vfl_aux_1: 0.7634 (0.7934)  loss_vfl_aux_2: 0.7309 (0.7502)  loss_vfl_aux_3: 0.6967 (0.7316)  loss_vfl_aux_4: 0.6855 (0.7236)  loss_vfl_aux_5: 0.8328 (0.8227)  loss_vfl_dn_0: 0.4798 (0.4712)  loss_vfl_dn_1: 0.4172 (0.4111)  loss_vfl_dn_2: 0.4004 (0.3942)  loss_vfl_dn_3: 0.3849 (0.3865)  loss_vfl_dn_4: 0.3839 (0.3837)  loss_vfl_dn_5: 0.3830 (0.3830)  time: 0.4588  data: 0.0136  max mem: 5653
Epoch: [17]  [6000/7393]  eta: 0:11:08  lr: 0.000010  loss: 17.3742 (17.3958)  loss_bbox: 0.1616 (0.1713)  loss_bbox_aux_0: 0.1844 (0.1846)  loss_bbox_aux_1: 0.1742 (0.1759)  loss_bbox_aux_2: 0.1683 (0.1736)  loss_bbox_aux_3: 0.1651 (0.1715)  loss_bbox_aux_4: 0.1610 (0.1711)  loss_bbox_aux_5: 0.2099 (0.2264)  loss_bbox_dn_0: 0.2769 (0.3102)  loss_bbox_dn_1: 0.2148 (0.2401)  loss_bbox_dn_2: 0.1967 (0.2186)  loss_bbox_dn_3: 0.1907 (0.2111)  loss_bbox_dn_4: 0.1893 (0.2094)  loss_bbox_dn_5: 0.1895 (0.2094)  loss_giou: 0.5485 (0.5120)  loss_giou_aux_0: 0.5693 (0.5374)  loss_giou_aux_1: 0.5671 (0.5216)  loss_giou_aux_2: 0.5399 (0.5168)  loss_giou_aux_3: 0.5526 (0.5133)  loss_giou_aux_4: 0.5458 (0.5121)  loss_giou_aux_5: 0.6240 (0.6104)  loss_giou_dn_0: 0.6399 (0.6392)  loss_giou_dn_1: 0.5403 (0.5355)  loss_giou_dn_2: 0.5120 (0.5081)  loss_giou_dn_3: 0.5030 (0.4995)  loss_giou_dn_4: 0.5022 (0.4975)  loss_giou_dn_5: 0.5024 (0.4976)  loss_vfl: 0.7048 (0.7204)  loss_vfl_aux_0: 0.8254 (0.8510)  loss_vfl_aux_1: 0.7770 (0.7932)  loss_vfl_aux_2: 0.7443 (0.7500)  loss_vfl_aux_3: 0.7205 (0.7314)  loss_vfl_aux_4: 0.7075 (0.7234)  loss_vfl_aux_5: 0.8020 (0.8225)  loss_vfl_dn_0: 0.4677 (0.4712)  loss_vfl_dn_1: 0.4080 (0.4111)  loss_vfl_dn_2: 0.3925 (0.3942)  loss_vfl_dn_3: 0.3884 (0.3865)  loss_vfl_dn_4: 0.3846 (0.3837)  loss_vfl_dn_5: 0.3822 (0.3830)  time: 0.4735  data: 0.0137  max mem: 5653
Epoch: [17]  [6100/7393]  eta: 0:10:19  lr: 0.000010  loss: 16.9850 (17.3951)  loss_bbox: 0.1615 (0.1713)  loss_bbox_aux_0: 0.1782 (0.1846)  loss_bbox_aux_1: 0.1631 (0.1759)  loss_bbox_aux_2: 0.1554 (0.1736)  loss_bbox_aux_3: 0.1661 (0.1716)  loss_bbox_aux_4: 0.1501 (0.1711)  loss_bbox_aux_5: 0.2047 (0.2264)  loss_bbox_dn_0: 0.2658 (0.3102)  loss_bbox_dn_1: 0.2065 (0.2401)  loss_bbox_dn_2: 0.1863 (0.2186)  loss_bbox_dn_3: 0.1805 (0.2111)  loss_bbox_dn_4: 0.1792 (0.2094)  loss_bbox_dn_5: 0.1792 (0.2094)  loss_giou: 0.5171 (0.5117)  loss_giou_aux_0: 0.5255 (0.5372)  loss_giou_aux_1: 0.5107 (0.5214)  loss_giou_aux_2: 0.5096 (0.5166)  loss_giou_aux_3: 0.5008 (0.5131)  loss_giou_aux_4: 0.5039 (0.5119)  loss_giou_aux_5: 0.5878 (0.6102)  loss_giou_dn_0: 0.6194 (0.6390)  loss_giou_dn_1: 0.5085 (0.5353)  loss_giou_dn_2: 0.4787 (0.5079)  loss_giou_dn_3: 0.4745 (0.4993)  loss_giou_dn_4: 0.4723 (0.4973)  loss_giou_dn_5: 0.4725 (0.4974)  loss_vfl: 0.7091 (0.7205)  loss_vfl_aux_0: 0.8289 (0.8511)  loss_vfl_aux_1: 0.7595 (0.7934)  loss_vfl_aux_2: 0.7416 (0.7503)  loss_vfl_aux_3: 0.7078 (0.7315)  loss_vfl_aux_4: 0.7058 (0.7237)  loss_vfl_aux_5: 0.7991 (0.8227)  loss_vfl_dn_0: 0.4714 (0.4713)  loss_vfl_dn_1: 0.4119 (0.4112)  loss_vfl_dn_2: 0.3939 (0.3942)  loss_vfl_dn_3: 0.3848 (0.3866)  loss_vfl_dn_4: 0.3839 (0.3838)  loss_vfl_dn_5: 0.3819 (0.3830)  time: 0.4724  data: 0.0139  max mem: 5653
Epoch: [17]  [6200/7393]  eta: 0:09:31  lr: 0.000010  loss: 17.5201 (17.3960)  loss_bbox: 0.1738 (0.1714)  loss_bbox_aux_0: 0.1852 (0.1847)  loss_bbox_aux_1: 0.1703 (0.1760)  loss_bbox_aux_2: 0.1807 (0.1737)  loss_bbox_aux_3: 0.1754 (0.1717)  loss_bbox_aux_4: 0.1765 (0.1712)  loss_bbox_aux_5: 0.2128 (0.2266)  loss_bbox_dn_0: 0.2936 (0.3104)  loss_bbox_dn_1: 0.2229 (0.2403)  loss_bbox_dn_2: 0.2090 (0.2187)  loss_bbox_dn_3: 0.2044 (0.2112)  loss_bbox_dn_4: 0.2054 (0.2096)  loss_bbox_dn_5: 0.2054 (0.2095)  loss_giou: 0.4896 (0.5119)  loss_giou_aux_0: 0.5141 (0.5374)  loss_giou_aux_1: 0.4851 (0.5215)  loss_giou_aux_2: 0.5009 (0.5167)  loss_giou_aux_3: 0.4983 (0.5132)  loss_giou_aux_4: 0.4945 (0.5120)  loss_giou_aux_5: 0.5760 (0.6103)  loss_giou_dn_0: 0.6357 (0.6390)  loss_giou_dn_1: 0.5332 (0.5353)  loss_giou_dn_2: 0.5049 (0.5079)  loss_giou_dn_3: 0.4934 (0.4993)  loss_giou_dn_4: 0.4899 (0.4973)  loss_giou_dn_5: 0.4906 (0.4974)  loss_vfl: 0.6988 (0.7204)  loss_vfl_aux_0: 0.8456 (0.8508)  loss_vfl_aux_1: 0.7611 (0.7933)  loss_vfl_aux_2: 0.7207 (0.7502)  loss_vfl_aux_3: 0.6963 (0.7313)  loss_vfl_aux_4: 0.7106 (0.7235)  loss_vfl_aux_5: 0.7968 (0.8226)  loss_vfl_dn_0: 0.4678 (0.4712)  loss_vfl_dn_1: 0.4062 (0.4112)  loss_vfl_dn_2: 0.3915 (0.3942)  loss_vfl_dn_3: 0.3831 (0.3865)  loss_vfl_dn_4: 0.3837 (0.3837)  loss_vfl_dn_5: 0.3827 (0.3830)  time: 0.4520  data: 0.0137  max mem: 5654
Epoch: [17]  [6300/7393]  eta: 0:08:43  lr: 0.000010  loss: 16.8147 (17.3947)  loss_bbox: 0.1624 (0.1714)  loss_bbox_aux_0: 0.1919 (0.1848)  loss_bbox_aux_1: 0.1717 (0.1760)  loss_bbox_aux_2: 0.1626 (0.1737)  loss_bbox_aux_3: 0.1522 (0.1717)  loss_bbox_aux_4: 0.1584 (0.1712)  loss_bbox_aux_5: 0.2093 (0.2266)  loss_bbox_dn_0: 0.2713 (0.3104)  loss_bbox_dn_1: 0.2053 (0.2402)  loss_bbox_dn_2: 0.1909 (0.2186)  loss_bbox_dn_3: 0.1826 (0.2111)  loss_bbox_dn_4: 0.1814 (0.2095)  loss_bbox_dn_5: 0.1815 (0.2095)  loss_giou: 0.4617 (0.5118)  loss_giou_aux_0: 0.4927 (0.5373)  loss_giou_aux_1: 0.4714 (0.5214)  loss_giou_aux_2: 0.4689 (0.5166)  loss_giou_aux_3: 0.4728 (0.5131)  loss_giou_aux_4: 0.4623 (0.5119)  loss_giou_aux_5: 0.5684 (0.6102)  loss_giou_dn_0: 0.6113 (0.6389)  loss_giou_dn_1: 0.5103 (0.5352)  loss_giou_dn_2: 0.4929 (0.5078)  loss_giou_dn_3: 0.4828 (0.4992)  loss_giou_dn_4: 0.4768 (0.4971)  loss_giou_dn_5: 0.4768 (0.4973)  loss_vfl: 0.7032 (0.7204)  loss_vfl_aux_0: 0.8491 (0.8509)  loss_vfl_aux_1: 0.7795 (0.7933)  loss_vfl_aux_2: 0.7375 (0.7503)  loss_vfl_aux_3: 0.7076 (0.7314)  loss_vfl_aux_4: 0.7007 (0.7235)  loss_vfl_aux_5: 0.7872 (0.8225)  loss_vfl_dn_0: 0.4672 (0.4712)  loss_vfl_dn_1: 0.4059 (0.4111)  loss_vfl_dn_2: 0.3923 (0.3942)  loss_vfl_dn_3: 0.3876 (0.3865)  loss_vfl_dn_4: 0.3797 (0.3837)  loss_vfl_dn_5: 0.3782 (0.3830)  time: 0.4609  data: 0.0136  max mem: 5654
Epoch: [17]  [6400/7393]  eta: 0:07:55  lr: 0.000010  loss: 16.4600 (17.3921)  loss_bbox: 0.1543 (0.1713)  loss_bbox_aux_0: 0.1720 (0.1847)  loss_bbox_aux_1: 0.1608 (0.1759)  loss_bbox_aux_2: 0.1573 (0.1736)  loss_bbox_aux_3: 0.1544 (0.1716)  loss_bbox_aux_4: 0.1543 (0.1711)  loss_bbox_aux_5: 0.2231 (0.2266)  loss_bbox_dn_0: 0.2945 (0.3102)  loss_bbox_dn_1: 0.2211 (0.2401)  loss_bbox_dn_2: 0.1939 (0.2185)  loss_bbox_dn_3: 0.1884 (0.2110)  loss_bbox_dn_4: 0.1875 (0.2094)  loss_bbox_dn_5: 0.1876 (0.2093)  loss_giou: 0.4578 (0.5118)  loss_giou_aux_0: 0.4864 (0.5373)  loss_giou_aux_1: 0.4639 (0.5214)  loss_giou_aux_2: 0.4615 (0.5166)  loss_giou_aux_3: 0.4572 (0.5131)  loss_giou_aux_4: 0.4566 (0.5119)  loss_giou_aux_5: 0.5647 (0.6103)  loss_giou_dn_0: 0.6085 (0.6389)  loss_giou_dn_1: 0.5002 (0.5351)  loss_giou_dn_2: 0.4707 (0.5077)  loss_giou_dn_3: 0.4612 (0.4991)  loss_giou_dn_4: 0.4592 (0.4971)  loss_giou_dn_5: 0.4591 (0.4972)  loss_vfl: 0.6994 (0.7203)  loss_vfl_aux_0: 0.8377 (0.8507)  loss_vfl_aux_1: 0.7906 (0.7932)  loss_vfl_aux_2: 0.7210 (0.7502)  loss_vfl_aux_3: 0.7106 (0.7313)  loss_vfl_aux_4: 0.7001 (0.7234)  loss_vfl_aux_5: 0.7925 (0.8223)  loss_vfl_dn_0: 0.4728 (0.4712)  loss_vfl_dn_1: 0.4060 (0.4111)  loss_vfl_dn_2: 0.3881 (0.3942)  loss_vfl_dn_3: 0.3846 (0.3865)  loss_vfl_dn_4: 0.3804 (0.3837)  loss_vfl_dn_5: 0.3796 (0.3830)  time: 0.4640  data: 0.0141  max mem: 5654
Epoch: [17]  [6500/7393]  eta: 0:07:07  lr: 0.000010  loss: 17.4341 (17.3938)  loss_bbox: 0.1595 (0.1713)  loss_bbox_aux_0: 0.1658 (0.1847)  loss_bbox_aux_1: 0.1600 (0.1759)  loss_bbox_aux_2: 0.1560 (0.1736)  loss_bbox_aux_3: 0.1576 (0.1716)  loss_bbox_aux_4: 0.1595 (0.1711)  loss_bbox_aux_5: 0.2117 (0.2266)  loss_bbox_dn_0: 0.2950 (0.3100)  loss_bbox_dn_1: 0.2312 (0.2399)  loss_bbox_dn_2: 0.1942 (0.2183)  loss_bbox_dn_3: 0.1828 (0.2108)  loss_bbox_dn_4: 0.1834 (0.2092)  loss_bbox_dn_5: 0.1833 (0.2092)  loss_giou: 0.4824 (0.5123)  loss_giou_aux_0: 0.5239 (0.5378)  loss_giou_aux_1: 0.4932 (0.5219)  loss_giou_aux_2: 0.4890 (0.5170)  loss_giou_aux_3: 0.4816 (0.5136)  loss_giou_aux_4: 0.4826 (0.5124)  loss_giou_aux_5: 0.5858 (0.6108)  loss_giou_dn_0: 0.6362 (0.6392)  loss_giou_dn_1: 0.5237 (0.5354)  loss_giou_dn_2: 0.4890 (0.5080)  loss_giou_dn_3: 0.4759 (0.4994)  loss_giou_dn_4: 0.4733 (0.4973)  loss_giou_dn_5: 0.4734 (0.4975)  loss_vfl: 0.6932 (0.7201)  loss_vfl_aux_0: 0.8026 (0.8503)  loss_vfl_aux_1: 0.7585 (0.7929)  loss_vfl_aux_2: 0.7279 (0.7499)  loss_vfl_aux_3: 0.7006 (0.7311)  loss_vfl_aux_4: 0.6907 (0.7232)  loss_vfl_aux_5: 0.7919 (0.8219)  loss_vfl_dn_0: 0.4605 (0.4712)  loss_vfl_dn_1: 0.4042 (0.4111)  loss_vfl_dn_2: 0.3884 (0.3942)  loss_vfl_dn_3: 0.3798 (0.3865)  loss_vfl_dn_4: 0.3747 (0.3837)  loss_vfl_dn_5: 0.3730 (0.3829)  time: 0.4637  data: 0.0141  max mem: 5654
Epoch: [17]  [6600/7393]  eta: 0:06:19  lr: 0.000010  loss: 17.2230 (17.3908)  loss_bbox: 0.1565 (0.1713)  loss_bbox_aux_0: 0.1733 (0.1846)  loss_bbox_aux_1: 0.1605 (0.1758)  loss_bbox_aux_2: 0.1613 (0.1735)  loss_bbox_aux_3: 0.1554 (0.1715)  loss_bbox_aux_4: 0.1586 (0.1710)  loss_bbox_aux_5: 0.2088 (0.2265)  loss_bbox_dn_0: 0.2910 (0.3099)  loss_bbox_dn_1: 0.2228 (0.2398)  loss_bbox_dn_2: 0.2118 (0.2182)  loss_bbox_dn_3: 0.2073 (0.2107)  loss_bbox_dn_4: 0.2065 (0.2091)  loss_bbox_dn_5: 0.2072 (0.2091)  loss_giou: 0.4910 (0.5122)  loss_giou_aux_0: 0.5058 (0.5377)  loss_giou_aux_1: 0.5025 (0.5218)  loss_giou_aux_2: 0.4974 (0.5170)  loss_giou_aux_3: 0.4905 (0.5135)  loss_giou_aux_4: 0.4902 (0.5123)  loss_giou_aux_5: 0.5967 (0.6107)  loss_giou_dn_0: 0.6552 (0.6391)  loss_giou_dn_1: 0.5441 (0.5353)  loss_giou_dn_2: 0.5165 (0.5079)  loss_giou_dn_3: 0.5042 (0.4993)  loss_giou_dn_4: 0.5013 (0.4973)  loss_giou_dn_5: 0.5011 (0.4974)  loss_vfl: 0.7250 (0.7200)  loss_vfl_aux_0: 0.8652 (0.8502)  loss_vfl_aux_1: 0.8266 (0.7929)  loss_vfl_aux_2: 0.7631 (0.7498)  loss_vfl_aux_3: 0.7333 (0.7310)  loss_vfl_aux_4: 0.7265 (0.7232)  loss_vfl_aux_5: 0.8346 (0.8217)  loss_vfl_dn_0: 0.4701 (0.4712)  loss_vfl_dn_1: 0.4087 (0.4111)  loss_vfl_dn_2: 0.3933 (0.3942)  loss_vfl_dn_3: 0.3892 (0.3865)  loss_vfl_dn_4: 0.3857 (0.3837)  loss_vfl_dn_5: 0.3858 (0.3830)  time: 0.4766  data: 0.0141  max mem: 5654
Epoch: [17]  [6700/7393]  eta: 0:05:31  lr: 0.000010  loss: 17.8999 (17.3934)  loss_bbox: 0.1505 (0.1712)  loss_bbox_aux_0: 0.1635 (0.1845)  loss_bbox_aux_1: 0.1592 (0.1758)  loss_bbox_aux_2: 0.1563 (0.1735)  loss_bbox_aux_3: 0.1518 (0.1715)  loss_bbox_aux_4: 0.1491 (0.1710)  loss_bbox_aux_5: 0.2132 (0.2264)  loss_bbox_dn_0: 0.2773 (0.3098)  loss_bbox_dn_1: 0.2119 (0.2397)  loss_bbox_dn_2: 0.1965 (0.2181)  loss_bbox_dn_3: 0.1891 (0.2107)  loss_bbox_dn_4: 0.1889 (0.2090)  loss_bbox_dn_5: 0.1900 (0.2090)  loss_giou: 0.5420 (0.5124)  loss_giou_aux_0: 0.5501 (0.5379)  loss_giou_aux_1: 0.5478 (0.5220)  loss_giou_aux_2: 0.5455 (0.5172)  loss_giou_aux_3: 0.5433 (0.5137)  loss_giou_aux_4: 0.5386 (0.5125)  loss_giou_aux_5: 0.6361 (0.6109)  loss_giou_dn_0: 0.6552 (0.6393)  loss_giou_dn_1: 0.5646 (0.5355)  loss_giou_dn_2: 0.5348 (0.5080)  loss_giou_dn_3: 0.5303 (0.4995)  loss_giou_dn_4: 0.5280 (0.4974)  loss_giou_dn_5: 0.5280 (0.4976)  loss_vfl: 0.7517 (0.7200)  loss_vfl_aux_0: 0.8505 (0.8503)  loss_vfl_aux_1: 0.8230 (0.7929)  loss_vfl_aux_2: 0.7900 (0.7498)  loss_vfl_aux_3: 0.7702 (0.7311)  loss_vfl_aux_4: 0.7660 (0.7232)  loss_vfl_aux_5: 0.8292 (0.8218)  loss_vfl_dn_0: 0.4743 (0.4712)  loss_vfl_dn_1: 0.4182 (0.4112)  loss_vfl_dn_2: 0.4040 (0.3943)  loss_vfl_dn_3: 0.3941 (0.3866)  loss_vfl_dn_4: 0.3905 (0.3838)  loss_vfl_dn_5: 0.3898 (0.3830)  time: 0.4671  data: 0.0143  max mem: 5654
Epoch: [17]  [6800/7393]  eta: 0:04:43  lr: 0.000010  loss: 17.1872 (17.3962)  loss_bbox: 0.1602 (0.1713)  loss_bbox_aux_0: 0.1674 (0.1845)  loss_bbox_aux_1: 0.1605 (0.1759)  loss_bbox_aux_2: 0.1590 (0.1735)  loss_bbox_aux_3: 0.1606 (0.1715)  loss_bbox_aux_4: 0.1602 (0.1710)  loss_bbox_aux_5: 0.2067 (0.2264)  loss_bbox_dn_0: 0.2766 (0.3098)  loss_bbox_dn_1: 0.2134 (0.2397)  loss_bbox_dn_2: 0.1999 (0.2181)  loss_bbox_dn_3: 0.1935 (0.2107)  loss_bbox_dn_4: 0.1944 (0.2091)  loss_bbox_dn_5: 0.1944 (0.2090)  loss_giou: 0.5110 (0.5125)  loss_giou_aux_0: 0.5461 (0.5380)  loss_giou_aux_1: 0.5245 (0.5221)  loss_giou_aux_2: 0.5142 (0.5173)  loss_giou_aux_3: 0.5180 (0.5138)  loss_giou_aux_4: 0.5114 (0.5126)  loss_giou_aux_5: 0.6173 (0.6109)  loss_giou_dn_0: 0.6441 (0.6394)  loss_giou_dn_1: 0.5351 (0.5355)  loss_giou_dn_2: 0.5111 (0.5081)  loss_giou_dn_3: 0.5064 (0.4995)  loss_giou_dn_4: 0.5065 (0.4975)  loss_giou_dn_5: 0.5063 (0.4976)  loss_vfl: 0.7417 (0.7203)  loss_vfl_aux_0: 0.8568 (0.8505)  loss_vfl_aux_1: 0.7835 (0.7931)  loss_vfl_aux_2: 0.7550 (0.7500)  loss_vfl_aux_3: 0.7444 (0.7313)  loss_vfl_aux_4: 0.7439 (0.7235)  loss_vfl_aux_5: 0.8253 (0.8220)  loss_vfl_dn_0: 0.4727 (0.4713)  loss_vfl_dn_1: 0.4100 (0.4112)  loss_vfl_dn_2: 0.3912 (0.3943)  loss_vfl_dn_3: 0.3816 (0.3866)  loss_vfl_dn_4: 0.3795 (0.3838)  loss_vfl_dn_5: 0.3787 (0.3831)  time: 0.4619  data: 0.0145  max mem: 5654
Epoch: [17]  [6900/7393]  eta: 0:03:55  lr: 0.000010  loss: 17.3357 (17.3985)  loss_bbox: 0.1642 (0.1713)  loss_bbox_aux_0: 0.1785 (0.1846)  loss_bbox_aux_1: 0.1701 (0.1759)  loss_bbox_aux_2: 0.1615 (0.1735)  loss_bbox_aux_3: 0.1617 (0.1715)  loss_bbox_aux_4: 0.1633 (0.1711)  loss_bbox_aux_5: 0.2202 (0.2265)  loss_bbox_dn_0: 0.2740 (0.3101)  loss_bbox_dn_1: 0.2042 (0.2399)  loss_bbox_dn_2: 0.1940 (0.2183)  loss_bbox_dn_3: 0.1891 (0.2108)  loss_bbox_dn_4: 0.1865 (0.2092)  loss_bbox_dn_5: 0.1866 (0.2092)  loss_giou: 0.4781 (0.5124)  loss_giou_aux_0: 0.5066 (0.5379)  loss_giou_aux_1: 0.4859 (0.5220)  loss_giou_aux_2: 0.4838 (0.5172)  loss_giou_aux_3: 0.4788 (0.5137)  loss_giou_aux_4: 0.4773 (0.5125)  loss_giou_aux_5: 0.5712 (0.6108)  loss_giou_dn_0: 0.6222 (0.6394)  loss_giou_dn_1: 0.5145 (0.5355)  loss_giou_dn_2: 0.4836 (0.5081)  loss_giou_dn_3: 0.4708 (0.4995)  loss_giou_dn_4: 0.4678 (0.4975)  loss_giou_dn_5: 0.4674 (0.4976)  loss_vfl: 0.6857 (0.7205)  loss_vfl_aux_0: 0.8208 (0.8507)  loss_vfl_aux_1: 0.7445 (0.7934)  loss_vfl_aux_2: 0.7270 (0.7503)  loss_vfl_aux_3: 0.7020 (0.7316)  loss_vfl_aux_4: 0.6908 (0.7237)  loss_vfl_aux_5: 0.7935 (0.8223)  loss_vfl_dn_0: 0.4655 (0.4713)  loss_vfl_dn_1: 0.4077 (0.4112)  loss_vfl_dn_2: 0.3892 (0.3943)  loss_vfl_dn_3: 0.3807 (0.3866)  loss_vfl_dn_4: 0.3798 (0.3838)  loss_vfl_dn_5: 0.3780 (0.3830)  time: 0.4810  data: 0.0140  max mem: 5654
Epoch: [17]  [7000/7393]  eta: 0:03:08  lr: 0.000010  loss: 17.4564 (17.3988)  loss_bbox: 0.1647 (0.1713)  loss_bbox_aux_0: 0.1792 (0.1846)  loss_bbox_aux_1: 0.1726 (0.1759)  loss_bbox_aux_2: 0.1739 (0.1735)  loss_bbox_aux_3: 0.1692 (0.1716)  loss_bbox_aux_4: 0.1710 (0.1711)  loss_bbox_aux_5: 0.2258 (0.2264)  loss_bbox_dn_0: 0.3075 (0.3101)  loss_bbox_dn_1: 0.2390 (0.2399)  loss_bbox_dn_2: 0.2147 (0.2183)  loss_bbox_dn_3: 0.2076 (0.2109)  loss_bbox_dn_4: 0.2050 (0.2093)  loss_bbox_dn_5: 0.2048 (0.2092)  loss_giou: 0.4905 (0.5124)  loss_giou_aux_0: 0.5238 (0.5379)  loss_giou_aux_1: 0.4845 (0.5219)  loss_giou_aux_2: 0.4919 (0.5171)  loss_giou_aux_3: 0.4853 (0.5137)  loss_giou_aux_4: 0.4940 (0.5124)  loss_giou_aux_5: 0.5901 (0.6107)  loss_giou_dn_0: 0.6292 (0.6394)  loss_giou_dn_1: 0.5182 (0.5355)  loss_giou_dn_2: 0.4787 (0.5080)  loss_giou_dn_3: 0.4649 (0.4995)  loss_giou_dn_4: 0.4631 (0.4974)  loss_giou_dn_5: 0.4634 (0.4976)  loss_vfl: 0.7503 (0.7206)  loss_vfl_aux_0: 0.8958 (0.8508)  loss_vfl_aux_1: 0.8243 (0.7934)  loss_vfl_aux_2: 0.7686 (0.7504)  loss_vfl_aux_3: 0.7577 (0.7316)  loss_vfl_aux_4: 0.7462 (0.7237)  loss_vfl_aux_5: 0.8446 (0.8224)  loss_vfl_dn_0: 0.4781 (0.4713)  loss_vfl_dn_1: 0.4175 (0.4112)  loss_vfl_dn_2: 0.4055 (0.3943)  loss_vfl_dn_3: 0.3967 (0.3866)  loss_vfl_dn_4: 0.3949 (0.3838)  loss_vfl_dn_5: 0.3977 (0.3831)  time: 0.4709  data: 0.0145  max mem: 5654
Epoch: [17]  [7100/7393]  eta: 0:02:20  lr: 0.000010  loss: 17.1413 (17.4004)  loss_bbox: 0.1626 (0.1713)  loss_bbox_aux_0: 0.1732 (0.1845)  loss_bbox_aux_1: 0.1631 (0.1759)  loss_bbox_aux_2: 0.1644 (0.1735)  loss_bbox_aux_3: 0.1633 (0.1716)  loss_bbox_aux_4: 0.1627 (0.1711)  loss_bbox_aux_5: 0.2155 (0.2264)  loss_bbox_dn_0: 0.2904 (0.3103)  loss_bbox_dn_1: 0.2171 (0.2401)  loss_bbox_dn_2: 0.2022 (0.2185)  loss_bbox_dn_3: 0.1987 (0.2110)  loss_bbox_dn_4: 0.1986 (0.2094)  loss_bbox_dn_5: 0.1985 (0.2094)  loss_giou: 0.4618 (0.5121)  loss_giou_aux_0: 0.4915 (0.5376)  loss_giou_aux_1: 0.4648 (0.5216)  loss_giou_aux_2: 0.4718 (0.5169)  loss_giou_aux_3: 0.4602 (0.5135)  loss_giou_aux_4: 0.4641 (0.5122)  loss_giou_aux_5: 0.5763 (0.6105)  loss_giou_dn_0: 0.6363 (0.6393)  loss_giou_dn_1: 0.5278 (0.5354)  loss_giou_dn_2: 0.4880 (0.5080)  loss_giou_dn_3: 0.4724 (0.4994)  loss_giou_dn_4: 0.4684 (0.4974)  loss_giou_dn_5: 0.4687 (0.4975)  loss_vfl: 0.7492 (0.7209)  loss_vfl_aux_0: 0.8677 (0.8512)  loss_vfl_aux_1: 0.8003 (0.7938)  loss_vfl_aux_2: 0.7636 (0.7507)  loss_vfl_aux_3: 0.7517 (0.7319)  loss_vfl_aux_4: 0.7431 (0.7241)  loss_vfl_aux_5: 0.8318 (0.8228)  loss_vfl_dn_0: 0.4671 (0.4713)  loss_vfl_dn_1: 0.4111 (0.4112)  loss_vfl_dn_2: 0.3966 (0.3943)  loss_vfl_dn_3: 0.3901 (0.3867)  loss_vfl_dn_4: 0.3883 (0.3839)  loss_vfl_dn_5: 0.3842 (0.3831)  time: 0.4668  data: 0.0138  max mem: 5654
Epoch: [17]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 17.2960 (17.4019)  loss_bbox: 0.1629 (0.1712)  loss_bbox_aux_0: 0.1689 (0.1845)  loss_bbox_aux_1: 0.1617 (0.1758)  loss_bbox_aux_2: 0.1571 (0.1734)  loss_bbox_aux_3: 0.1665 (0.1715)  loss_bbox_aux_4: 0.1644 (0.1710)  loss_bbox_aux_5: 0.2107 (0.2263)  loss_bbox_dn_0: 0.2865 (0.3102)  loss_bbox_dn_1: 0.2125 (0.2400)  loss_bbox_dn_2: 0.1942 (0.2184)  loss_bbox_dn_3: 0.1869 (0.2110)  loss_bbox_dn_4: 0.1884 (0.2094)  loss_bbox_dn_5: 0.1880 (0.2093)  loss_giou: 0.4945 (0.5123)  loss_giou_aux_0: 0.5174 (0.5377)  loss_giou_aux_1: 0.5008 (0.5218)  loss_giou_aux_2: 0.4905 (0.5171)  loss_giou_aux_3: 0.4983 (0.5136)  loss_giou_aux_4: 0.4947 (0.5124)  loss_giou_aux_5: 0.6070 (0.6106)  loss_giou_dn_0: 0.6229 (0.6394)  loss_giou_dn_1: 0.5301 (0.5355)  loss_giou_dn_2: 0.5042 (0.5081)  loss_giou_dn_3: 0.4988 (0.4995)  loss_giou_dn_4: 0.4990 (0.4975)  loss_giou_dn_5: 0.4992 (0.4976)  loss_vfl: 0.7234 (0.7211)  loss_vfl_aux_0: 0.8441 (0.8513)  loss_vfl_aux_1: 0.7943 (0.7939)  loss_vfl_aux_2: 0.7415 (0.7508)  loss_vfl_aux_3: 0.7311 (0.7321)  loss_vfl_aux_4: 0.7178 (0.7242)  loss_vfl_aux_5: 0.8506 (0.8228)  loss_vfl_dn_0: 0.4722 (0.4713)  loss_vfl_dn_1: 0.4128 (0.4113)  loss_vfl_dn_2: 0.3989 (0.3944)  loss_vfl_dn_3: 0.3900 (0.3867)  loss_vfl_dn_4: 0.3891 (0.3839)  loss_vfl_dn_5: 0.3893 (0.3831)  time: 0.4727  data: 0.0138  max mem: 5654
Epoch: [17]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 17.2035 (17.4037)  loss_bbox: 0.1723 (0.1712)  loss_bbox_aux_0: 0.1812 (0.1845)  loss_bbox_aux_1: 0.1791 (0.1758)  loss_bbox_aux_2: 0.1739 (0.1735)  loss_bbox_aux_3: 0.1714 (0.1715)  loss_bbox_aux_4: 0.1717 (0.1710)  loss_bbox_aux_5: 0.2286 (0.2264)  loss_bbox_dn_0: 0.2977 (0.3103)  loss_bbox_dn_1: 0.2241 (0.2401)  loss_bbox_dn_2: 0.2025 (0.2185)  loss_bbox_dn_3: 0.2004 (0.2111)  loss_bbox_dn_4: 0.1965 (0.2095)  loss_bbox_dn_5: 0.1965 (0.2095)  loss_giou: 0.5066 (0.5122)  loss_giou_aux_0: 0.5290 (0.5376)  loss_giou_aux_1: 0.5178 (0.5217)  loss_giou_aux_2: 0.5107 (0.5169)  loss_giou_aux_3: 0.5092 (0.5135)  loss_giou_aux_4: 0.5095 (0.5123)  loss_giou_aux_5: 0.5955 (0.6105)  loss_giou_dn_0: 0.6465 (0.6394)  loss_giou_dn_1: 0.5327 (0.5355)  loss_giou_dn_2: 0.5110 (0.5081)  loss_giou_dn_3: 0.5008 (0.4995)  loss_giou_dn_4: 0.4983 (0.4975)  loss_giou_dn_5: 0.4975 (0.4976)  loss_vfl: 0.6945 (0.7213)  loss_vfl_aux_0: 0.8283 (0.8515)  loss_vfl_aux_1: 0.7574 (0.7941)  loss_vfl_aux_2: 0.7270 (0.7511)  loss_vfl_aux_3: 0.7034 (0.7322)  loss_vfl_aux_4: 0.6947 (0.7244)  loss_vfl_aux_5: 0.8012 (0.8229)  loss_vfl_dn_0: 0.4636 (0.4713)  loss_vfl_dn_1: 0.4049 (0.4113)  loss_vfl_dn_2: 0.3889 (0.3944)  loss_vfl_dn_3: 0.3802 (0.3867)  loss_vfl_dn_4: 0.3790 (0.3839)  loss_vfl_dn_5: 0.3770 (0.3832)  time: 0.4712  data: 0.0145  max mem: 5654
Epoch: [17]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 17.1940 (17.4044)  loss_bbox: 0.1652 (0.1712)  loss_bbox_aux_0: 0.1752 (0.1844)  loss_bbox_aux_1: 0.1647 (0.1758)  loss_bbox_aux_2: 0.1687 (0.1734)  loss_bbox_aux_3: 0.1638 (0.1715)  loss_bbox_aux_4: 0.1654 (0.1710)  loss_bbox_aux_5: 0.2066 (0.2264)  loss_bbox_dn_0: 0.3035 (0.3104)  loss_bbox_dn_1: 0.2391 (0.2402)  loss_bbox_dn_2: 0.2043 (0.2186)  loss_bbox_dn_3: 0.1974 (0.2112)  loss_bbox_dn_4: 0.1951 (0.2096)  loss_bbox_dn_5: 0.1952 (0.2095)  loss_giou: 0.4211 (0.5120)  loss_giou_aux_0: 0.4325 (0.5374)  loss_giou_aux_1: 0.4202 (0.5215)  loss_giou_aux_2: 0.4275 (0.5168)  loss_giou_aux_3: 0.4193 (0.5134)  loss_giou_aux_4: 0.4214 (0.5121)  loss_giou_aux_5: 0.5069 (0.6104)  loss_giou_dn_0: 0.6117 (0.6393)  loss_giou_dn_1: 0.4926 (0.5355)  loss_giou_dn_2: 0.4592 (0.5080)  loss_giou_dn_3: 0.4488 (0.4994)  loss_giou_dn_4: 0.4466 (0.4974)  loss_giou_dn_5: 0.4469 (0.4975)  loss_vfl: 0.7655 (0.7216)  loss_vfl_aux_0: 0.9038 (0.8518)  loss_vfl_aux_1: 0.8515 (0.7944)  loss_vfl_aux_2: 0.7885 (0.7514)  loss_vfl_aux_3: 0.7805 (0.7325)  loss_vfl_aux_4: 0.7682 (0.7247)  loss_vfl_aux_5: 0.8546 (0.8231)  loss_vfl_dn_0: 0.4749 (0.4714)  loss_vfl_dn_1: 0.4121 (0.4113)  loss_vfl_dn_2: 0.3942 (0.3944)  loss_vfl_dn_3: 0.3890 (0.3867)  loss_vfl_dn_4: 0.3880 (0.3840)  loss_vfl_dn_5: 0.3859 (0.3832)  time: 0.4736  data: 0.0139  max mem: 5654
Epoch: [17] Total time: 0:58:56 (0.4783 s / it)
Averaged stats: lr: 0.000010  loss: 17.1940 (17.4044)  loss_bbox: 0.1652 (0.1712)  loss_bbox_aux_0: 0.1752 (0.1844)  loss_bbox_aux_1: 0.1647 (0.1758)  loss_bbox_aux_2: 0.1687 (0.1734)  loss_bbox_aux_3: 0.1638 (0.1715)  loss_bbox_aux_4: 0.1654 (0.1710)  loss_bbox_aux_5: 0.2066 (0.2264)  loss_bbox_dn_0: 0.3035 (0.3104)  loss_bbox_dn_1: 0.2391 (0.2402)  loss_bbox_dn_2: 0.2043 (0.2186)  loss_bbox_dn_3: 0.1974 (0.2112)  loss_bbox_dn_4: 0.1951 (0.2096)  loss_bbox_dn_5: 0.1952 (0.2095)  loss_giou: 0.4211 (0.5120)  loss_giou_aux_0: 0.4325 (0.5374)  loss_giou_aux_1: 0.4202 (0.5215)  loss_giou_aux_2: 0.4275 (0.5168)  loss_giou_aux_3: 0.4193 (0.5134)  loss_giou_aux_4: 0.4214 (0.5121)  loss_giou_aux_5: 0.5069 (0.6104)  loss_giou_dn_0: 0.6117 (0.6393)  loss_giou_dn_1: 0.4926 (0.5355)  loss_giou_dn_2: 0.4592 (0.5080)  loss_giou_dn_3: 0.4488 (0.4994)  loss_giou_dn_4: 0.4466 (0.4974)  loss_giou_dn_5: 0.4469 (0.4975)  loss_vfl: 0.7655 (0.7216)  loss_vfl_aux_0: 0.9038 (0.8518)  loss_vfl_aux_1: 0.8515 (0.7944)  loss_vfl_aux_2: 0.7885 (0.7514)  loss_vfl_aux_3: 0.7805 (0.7325)  loss_vfl_aux_4: 0.7682 (0.7247)  loss_vfl_aux_5: 0.8546 (0.8231)  loss_vfl_dn_0: 0.4749 (0.4714)  loss_vfl_dn_1: 0.4121 (0.4113)  loss_vfl_dn_2: 0.3942 (0.3944)  loss_vfl_dn_3: 0.3890 (0.3867)  loss_vfl_dn_4: 0.3880 (0.3840)  loss_vfl_dn_5: 0.3859 (0.3832)
Test:  [  0/157]  eta: 0:03:58    time: 1.5177  data: 1.1143  max mem: 5654
Test:  [ 10/157]  eta: 0:01:14    time: 0.5060  data: 0.1259  max mem: 5654
Test:  [ 20/157]  eta: 0:01:43    time: 0.7153  data: 0.0269  max mem: 5654
Test:  [ 30/157]  eta: 0:01:20    time: 0.7046  data: 0.0266  max mem: 5654
Test:  [ 40/157]  eta: 0:01:07    time: 0.3833  data: 0.0267  max mem: 5654
Test:  [ 50/157]  eta: 0:00:57    time: 0.3898  data: 0.0264  max mem: 5654
Test:  [ 60/157]  eta: 0:00:49    time: 0.3973  data: 0.0261  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.3913  data: 0.0265  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3928  data: 0.0265  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3947  data: 0.0261  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3869  data: 0.0267  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3920  data: 0.0269  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3937  data: 0.0278  max mem: 5654
Test:  [130/157]  eta: 0:00:13    time: 0.6664  data: 0.0273  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.6597  data: 0.0260  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3677  data: 0.0264  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3574  data: 0.0259  max mem: 5654
Test: Total time: 0:01:14 (0.4726 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=32.28s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.501
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.682
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.544
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.318
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.549
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.682
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.378
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.632
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.704
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.520
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.755
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.884
best_stat:  {'epoch': 17, 'coco_eval_bbox': 0.5013359751255022}
Epoch: [18]  [   0/7393]  eta: 8:53:50  lr: 0.000010  loss: 15.8961 (15.8961)  loss_bbox: 0.1428 (0.1428)  loss_bbox_aux_0: 0.1524 (0.1524)  loss_bbox_aux_1: 0.1581 (0.1581)  loss_bbox_aux_2: 0.1609 (0.1609)  loss_bbox_aux_3: 0.1585 (0.1585)  loss_bbox_aux_4: 0.1534 (0.1534)  loss_bbox_aux_5: 0.2147 (0.2147)  loss_bbox_dn_0: 0.2954 (0.2954)  loss_bbox_dn_1: 0.2328 (0.2328)  loss_bbox_dn_2: 0.2013 (0.2013)  loss_bbox_dn_3: 0.1889 (0.1889)  loss_bbox_dn_4: 0.1876 (0.1876)  loss_bbox_dn_5: 0.1875 (0.1875)  loss_giou: 0.4217 (0.4217)  loss_giou_aux_0: 0.4538 (0.4538)  loss_giou_aux_1: 0.4372 (0.4372)  loss_giou_aux_2: 0.4226 (0.4226)  loss_giou_aux_3: 0.4223 (0.4223)  loss_giou_aux_4: 0.4214 (0.4214)  loss_giou_aux_5: 0.5435 (0.5435)  loss_giou_dn_0: 0.6022 (0.6022)  loss_giou_dn_1: 0.5029 (0.5029)  loss_giou_dn_2: 0.4760 (0.4760)  loss_giou_dn_3: 0.4654 (0.4654)  loss_giou_dn_4: 0.4639 (0.4639)  loss_giou_dn_5: 0.4641 (0.4641)  loss_vfl: 0.6817 (0.6817)  loss_vfl_aux_0: 0.8351 (0.8351)  loss_vfl_aux_1: 0.7930 (0.7930)  loss_vfl_aux_2: 0.6970 (0.6970)  loss_vfl_aux_3: 0.6854 (0.6854)  loss_vfl_aux_4: 0.6693 (0.6693)  loss_vfl_aux_5: 0.7569 (0.7569)  loss_vfl_dn_0: 0.4454 (0.4454)  loss_vfl_dn_1: 0.3790 (0.3790)  loss_vfl_dn_2: 0.3635 (0.3635)  loss_vfl_dn_3: 0.3547 (0.3547)  loss_vfl_dn_4: 0.3528 (0.3528)  loss_vfl_dn_5: 0.3514 (0.3514)  time: 4.3325  data: 1.5477  max mem: 5654
Epoch: [18]  [ 100/7393]  eta: 1:02:53  lr: 0.000010  loss: 17.3398 (16.9928)  loss_bbox: 0.1676 (0.1654)  loss_bbox_aux_0: 0.1780 (0.1808)  loss_bbox_aux_1: 0.1707 (0.1715)  loss_bbox_aux_2: 0.1704 (0.1690)  loss_bbox_aux_3: 0.1712 (0.1663)  loss_bbox_aux_4: 0.1625 (0.1650)  loss_bbox_aux_5: 0.2195 (0.2253)  loss_bbox_dn_0: 0.2942 (0.3027)  loss_bbox_dn_1: 0.2161 (0.2307)  loss_bbox_dn_2: 0.1929 (0.2090)  loss_bbox_dn_3: 0.1831 (0.2010)  loss_bbox_dn_4: 0.1805 (0.1993)  loss_bbox_dn_5: 0.1805 (0.1992)  loss_giou: 0.4890 (0.5013)  loss_giou_aux_0: 0.5253 (0.5280)  loss_giou_aux_1: 0.5033 (0.5105)  loss_giou_aux_2: 0.4947 (0.5062)  loss_giou_aux_3: 0.4884 (0.5024)  loss_giou_aux_4: 0.4922 (0.5012)  loss_giou_aux_5: 0.6027 (0.6008)  loss_giou_dn_0: 0.6475 (0.6282)  loss_giou_dn_1: 0.5382 (0.5224)  loss_giou_dn_2: 0.5062 (0.4957)  loss_giou_dn_3: 0.4922 (0.4871)  loss_giou_dn_4: 0.4882 (0.4851)  loss_giou_dn_5: 0.4881 (0.4853)  loss_vfl: 0.6874 (0.7040)  loss_vfl_aux_0: 0.8198 (0.8279)  loss_vfl_aux_1: 0.7620 (0.7694)  loss_vfl_aux_2: 0.7097 (0.7284)  loss_vfl_aux_3: 0.6902 (0.7134)  loss_vfl_aux_4: 0.6797 (0.7071)  loss_vfl_aux_5: 0.8008 (0.8102)  loss_vfl_dn_0: 0.4606 (0.4688)  loss_vfl_dn_1: 0.3988 (0.4044)  loss_vfl_dn_2: 0.3824 (0.3873)  loss_vfl_dn_3: 0.3735 (0.3794)  loss_vfl_dn_4: 0.3724 (0.3770)  loss_vfl_dn_5: 0.3726 (0.3759)  time: 0.4717  data: 0.0146  max mem: 5654
Epoch: [18]  [ 200/7393]  eta: 1:03:17  lr: 0.000010  loss: 16.6355 (17.0235)  loss_bbox: 0.1416 (0.1651)  loss_bbox_aux_0: 0.1761 (0.1810)  loss_bbox_aux_1: 0.1508 (0.1710)  loss_bbox_aux_2: 0.1524 (0.1689)  loss_bbox_aux_3: 0.1445 (0.1658)  loss_bbox_aux_4: 0.1439 (0.1646)  loss_bbox_aux_5: 0.2203 (0.2245)  loss_bbox_dn_0: 0.3004 (0.3079)  loss_bbox_dn_1: 0.2247 (0.2357)  loss_bbox_dn_2: 0.2015 (0.2140)  loss_bbox_dn_3: 0.1952 (0.2060)  loss_bbox_dn_4: 0.1943 (0.2043)  loss_bbox_dn_5: 0.1945 (0.2042)  loss_giou: 0.4381 (0.4948)  loss_giou_aux_0: 0.4778 (0.5229)  loss_giou_aux_1: 0.4532 (0.5050)  loss_giou_aux_2: 0.4503 (0.5004)  loss_giou_aux_3: 0.4441 (0.4962)  loss_giou_aux_4: 0.4363 (0.4949)  loss_giou_aux_5: 0.5350 (0.5925)  loss_giou_dn_0: 0.5851 (0.6261)  loss_giou_dn_1: 0.4919 (0.5208)  loss_giou_dn_2: 0.4695 (0.4934)  loss_giou_dn_3: 0.4624 (0.4848)  loss_giou_dn_4: 0.4608 (0.4828)  loss_giou_dn_5: 0.4617 (0.4830)  loss_vfl: 0.7475 (0.7112)  loss_vfl_aux_0: 0.8532 (0.8373)  loss_vfl_aux_1: 0.7867 (0.7795)  loss_vfl_aux_2: 0.7571 (0.7351)  loss_vfl_aux_3: 0.7592 (0.7207)  loss_vfl_aux_4: 0.7422 (0.7142)  loss_vfl_aux_5: 0.7805 (0.8145)  loss_vfl_dn_0: 0.4740 (0.4695)  loss_vfl_dn_1: 0.4062 (0.4061)  loss_vfl_dn_2: 0.3862 (0.3885)  loss_vfl_dn_3: 0.3778 (0.3808)  loss_vfl_dn_4: 0.3725 (0.3784)  loss_vfl_dn_5: 0.3730 (0.3772)  time: 0.4740  data: 0.0146  max mem: 5654
Epoch: [18]  [ 300/7393]  eta: 1:00:05  lr: 0.000010  loss: 17.0548 (17.1687)  loss_bbox: 0.1739 (0.1674)  loss_bbox_aux_0: 0.1874 (0.1827)  loss_bbox_aux_1: 0.1749 (0.1722)  loss_bbox_aux_2: 0.1702 (0.1704)  loss_bbox_aux_3: 0.1703 (0.1675)  loss_bbox_aux_4: 0.1697 (0.1668)  loss_bbox_aux_5: 0.2308 (0.2261)  loss_bbox_dn_0: 0.2915 (0.3083)  loss_bbox_dn_1: 0.2226 (0.2371)  loss_bbox_dn_2: 0.1976 (0.2154)  loss_bbox_dn_3: 0.1932 (0.2077)  loss_bbox_dn_4: 0.1926 (0.2061)  loss_bbox_dn_5: 0.1926 (0.2061)  loss_giou: 0.5376 (0.5037)  loss_giou_aux_0: 0.5713 (0.5305)  loss_giou_aux_1: 0.5528 (0.5130)  loss_giou_aux_2: 0.5382 (0.5088)  loss_giou_aux_3: 0.5398 (0.5048)  loss_giou_aux_4: 0.5383 (0.5036)  loss_giou_aux_5: 0.6367 (0.6015)  loss_giou_dn_0: 0.6485 (0.6311)  loss_giou_dn_1: 0.5509 (0.5269)  loss_giou_dn_2: 0.5264 (0.4996)  loss_giou_dn_3: 0.5138 (0.4911)  loss_giou_dn_4: 0.5092 (0.4890)  loss_giou_dn_5: 0.5097 (0.4892)  loss_vfl: 0.7100 (0.7123)  loss_vfl_aux_0: 0.8136 (0.8410)  loss_vfl_aux_1: 0.7730 (0.7851)  loss_vfl_aux_2: 0.7402 (0.7395)  loss_vfl_aux_3: 0.7222 (0.7232)  loss_vfl_aux_4: 0.7097 (0.7157)  loss_vfl_aux_5: 0.7950 (0.8146)  loss_vfl_dn_0: 0.4672 (0.4700)  loss_vfl_dn_1: 0.4075 (0.4080)  loss_vfl_dn_2: 0.3906 (0.3907)  loss_vfl_dn_3: 0.3805 (0.3827)  loss_vfl_dn_4: 0.3783 (0.3802)  loss_vfl_dn_5: 0.3775 (0.3791)  time: 0.4749  data: 0.0155  max mem: 5654
Epoch: [18]  [ 400/7393]  eta: 0:58:20  lr: 0.000010  loss: 16.9565 (17.2596)  loss_bbox: 0.1675 (0.1700)  loss_bbox_aux_0: 0.1908 (0.1854)  loss_bbox_aux_1: 0.1783 (0.1748)  loss_bbox_aux_2: 0.1712 (0.1725)  loss_bbox_aux_3: 0.1754 (0.1696)  loss_bbox_aux_4: 0.1670 (0.1694)  loss_bbox_aux_5: 0.2325 (0.2284)  loss_bbox_dn_0: 0.3270 (0.3102)  loss_bbox_dn_1: 0.2575 (0.2393)  loss_bbox_dn_2: 0.2332 (0.2178)  loss_bbox_dn_3: 0.2179 (0.2102)  loss_bbox_dn_4: 0.2200 (0.2085)  loss_bbox_dn_5: 0.2201 (0.2085)  loss_giou: 0.4575 (0.5067)  loss_giou_aux_0: 0.4781 (0.5339)  loss_giou_aux_1: 0.4640 (0.5164)  loss_giou_aux_2: 0.4643 (0.5111)  loss_giou_aux_3: 0.4567 (0.5069)  loss_giou_aux_4: 0.4607 (0.5065)  loss_giou_aux_5: 0.5429 (0.6042)  loss_giou_dn_0: 0.6081 (0.6317)  loss_giou_dn_1: 0.4992 (0.5282)  loss_giou_dn_2: 0.4557 (0.5010)  loss_giou_dn_3: 0.4467 (0.4925)  loss_giou_dn_4: 0.4453 (0.4905)  loss_giou_dn_5: 0.4457 (0.4906)  loss_vfl: 0.7102 (0.7157)  loss_vfl_aux_0: 0.8455 (0.8440)  loss_vfl_aux_1: 0.8199 (0.7896)  loss_vfl_aux_2: 0.7517 (0.7451)  loss_vfl_aux_3: 0.7451 (0.7286)  loss_vfl_aux_4: 0.7116 (0.7193)  loss_vfl_aux_5: 0.8050 (0.8176)  loss_vfl_dn_0: 0.4749 (0.4702)  loss_vfl_dn_1: 0.4081 (0.4087)  loss_vfl_dn_2: 0.3924 (0.3915)  loss_vfl_dn_3: 0.3881 (0.3835)  loss_vfl_dn_4: 0.3839 (0.3811)  loss_vfl_dn_5: 0.3848 (0.3800)  time: 0.4749  data: 0.0158  max mem: 5654
Epoch: [18]  [ 500/7393]  eta: 0:56:44  lr: 0.000010  loss: 17.7796 (17.2732)  loss_bbox: 0.1702 (0.1704)  loss_bbox_aux_0: 0.1859 (0.1853)  loss_bbox_aux_1: 0.1785 (0.1754)  loss_bbox_aux_2: 0.1674 (0.1729)  loss_bbox_aux_3: 0.1658 (0.1701)  loss_bbox_aux_4: 0.1757 (0.1699)  loss_bbox_aux_5: 0.2128 (0.2275)  loss_bbox_dn_0: 0.2930 (0.3100)  loss_bbox_dn_1: 0.2298 (0.2395)  loss_bbox_dn_2: 0.2167 (0.2180)  loss_bbox_dn_3: 0.2111 (0.2104)  loss_bbox_dn_4: 0.2114 (0.2088)  loss_bbox_dn_5: 0.2113 (0.2088)  loss_giou: 0.4787 (0.5051)  loss_giou_aux_0: 0.5044 (0.5322)  loss_giou_aux_1: 0.4933 (0.5150)  loss_giou_aux_2: 0.4857 (0.5095)  loss_giou_aux_3: 0.4716 (0.5054)  loss_giou_aux_4: 0.4778 (0.5050)  loss_giou_aux_5: 0.5741 (0.6025)  loss_giou_dn_0: 0.6396 (0.6316)  loss_giou_dn_1: 0.5488 (0.5280)  loss_giou_dn_2: 0.5136 (0.5005)  loss_giou_dn_3: 0.5004 (0.4919)  loss_giou_dn_4: 0.4966 (0.4899)  loss_giou_dn_5: 0.4966 (0.4900)  loss_vfl: 0.7310 (0.7179)  loss_vfl_aux_0: 0.8511 (0.8486)  loss_vfl_aux_1: 0.8014 (0.7933)  loss_vfl_aux_2: 0.7621 (0.7485)  loss_vfl_aux_3: 0.7360 (0.7316)  loss_vfl_aux_4: 0.7309 (0.7220)  loss_vfl_aux_5: 0.8394 (0.8200)  loss_vfl_dn_0: 0.4741 (0.4706)  loss_vfl_dn_1: 0.4134 (0.4091)  loss_vfl_dn_2: 0.3974 (0.3919)  loss_vfl_dn_3: 0.3884 (0.3841)  loss_vfl_dn_4: 0.3862 (0.3816)  loss_vfl_dn_5: 0.3871 (0.3806)  time: 0.4630  data: 0.0152  max mem: 5654
Epoch: [18]  [ 600/7393]  eta: 0:55:38  lr: 0.000010  loss: 17.4757 (17.2788)  loss_bbox: 0.1658 (0.1698)  loss_bbox_aux_0: 0.1749 (0.1846)  loss_bbox_aux_1: 0.1727 (0.1748)  loss_bbox_aux_2: 0.1711 (0.1723)  loss_bbox_aux_3: 0.1675 (0.1698)  loss_bbox_aux_4: 0.1670 (0.1694)  loss_bbox_aux_5: 0.2179 (0.2267)  loss_bbox_dn_0: 0.2989 (0.3101)  loss_bbox_dn_1: 0.2225 (0.2396)  loss_bbox_dn_2: 0.1998 (0.2181)  loss_bbox_dn_3: 0.1986 (0.2105)  loss_bbox_dn_4: 0.1974 (0.2089)  loss_bbox_dn_5: 0.1973 (0.2088)  loss_giou: 0.4979 (0.5064)  loss_giou_aux_0: 0.5237 (0.5335)  loss_giou_aux_1: 0.5078 (0.5166)  loss_giou_aux_2: 0.4999 (0.5107)  loss_giou_aux_3: 0.4985 (0.5071)  loss_giou_aux_4: 0.4928 (0.5063)  loss_giou_aux_5: 0.5891 (0.6036)  loss_giou_dn_0: 0.6382 (0.6338)  loss_giou_dn_1: 0.5291 (0.5300)  loss_giou_dn_2: 0.5097 (0.5024)  loss_giou_dn_3: 0.5040 (0.4939)  loss_giou_dn_4: 0.5022 (0.4919)  loss_giou_dn_5: 0.5031 (0.4920)  loss_vfl: 0.7146 (0.7162)  loss_vfl_aux_0: 0.8479 (0.8470)  loss_vfl_aux_1: 0.7632 (0.7909)  loss_vfl_aux_2: 0.7419 (0.7469)  loss_vfl_aux_3: 0.7278 (0.7287)  loss_vfl_aux_4: 0.7100 (0.7200)  loss_vfl_aux_5: 0.7966 (0.8180)  loss_vfl_dn_0: 0.4644 (0.4704)  loss_vfl_dn_1: 0.4055 (0.4093)  loss_vfl_dn_2: 0.3942 (0.3922)  loss_vfl_dn_3: 0.3870 (0.3845)  loss_vfl_dn_4: 0.3842 (0.3820)  loss_vfl_dn_5: 0.3845 (0.3810)  time: 0.4940  data: 0.0147  max mem: 5654
Epoch: [18]  [ 700/7393]  eta: 0:54:24  lr: 0.000010  loss: 17.3991 (17.2921)  loss_bbox: 0.1789 (0.1704)  loss_bbox_aux_0: 0.1874 (0.1849)  loss_bbox_aux_1: 0.1637 (0.1752)  loss_bbox_aux_2: 0.1740 (0.1729)  loss_bbox_aux_3: 0.1826 (0.1706)  loss_bbox_aux_4: 0.1861 (0.1701)  loss_bbox_aux_5: 0.2253 (0.2272)  loss_bbox_dn_0: 0.3111 (0.3098)  loss_bbox_dn_1: 0.2416 (0.2396)  loss_bbox_dn_2: 0.2216 (0.2181)  loss_bbox_dn_3: 0.2112 (0.2105)  loss_bbox_dn_4: 0.2137 (0.2089)  loss_bbox_dn_5: 0.2134 (0.2089)  loss_giou: 0.5057 (0.5082)  loss_giou_aux_0: 0.5281 (0.5352)  loss_giou_aux_1: 0.5068 (0.5182)  loss_giou_aux_2: 0.5043 (0.5124)  loss_giou_aux_3: 0.5096 (0.5091)  loss_giou_aux_4: 0.5007 (0.5083)  loss_giou_aux_5: 0.5816 (0.6054)  loss_giou_dn_0: 0.6386 (0.6352)  loss_giou_dn_1: 0.5313 (0.5315)  loss_giou_dn_2: 0.4999 (0.5038)  loss_giou_dn_3: 0.4930 (0.4953)  loss_giou_dn_4: 0.4922 (0.4932)  loss_giou_dn_5: 0.4922 (0.4934)  loss_vfl: 0.7251 (0.7149)  loss_vfl_aux_0: 0.8501 (0.8454)  loss_vfl_aux_1: 0.8241 (0.7897)  loss_vfl_aux_2: 0.7672 (0.7454)  loss_vfl_aux_3: 0.7496 (0.7267)  loss_vfl_aux_4: 0.7228 (0.7185)  loss_vfl_aux_5: 0.8071 (0.8160)  loss_vfl_dn_0: 0.4701 (0.4700)  loss_vfl_dn_1: 0.4117 (0.4093)  loss_vfl_dn_2: 0.3890 (0.3922)  loss_vfl_dn_3: 0.3792 (0.3845)  loss_vfl_dn_4: 0.3719 (0.3820)  loss_vfl_dn_5: 0.3746 (0.3811)  time: 0.4717  data: 0.0152  max mem: 5654
Epoch: [18]  [ 800/7393]  eta: 0:53:24  lr: 0.000010  loss: 16.8788 (17.2829)  loss_bbox: 0.1619 (0.1699)  loss_bbox_aux_0: 0.1691 (0.1842)  loss_bbox_aux_1: 0.1646 (0.1747)  loss_bbox_aux_2: 0.1648 (0.1724)  loss_bbox_aux_3: 0.1659 (0.1703)  loss_bbox_aux_4: 0.1571 (0.1694)  loss_bbox_aux_5: 0.2241 (0.2268)  loss_bbox_dn_0: 0.3130 (0.3086)  loss_bbox_dn_1: 0.2202 (0.2386)  loss_bbox_dn_2: 0.2011 (0.2172)  loss_bbox_dn_3: 0.1911 (0.2096)  loss_bbox_dn_4: 0.1911 (0.2080)  loss_bbox_dn_5: 0.1910 (0.2079)  loss_giou: 0.4314 (0.5086)  loss_giou_aux_0: 0.4617 (0.5355)  loss_giou_aux_1: 0.4440 (0.5187)  loss_giou_aux_2: 0.4370 (0.5128)  loss_giou_aux_3: 0.4274 (0.5094)  loss_giou_aux_4: 0.4315 (0.5085)  loss_giou_aux_5: 0.5485 (0.6064)  loss_giou_dn_0: 0.5854 (0.6353)  loss_giou_dn_1: 0.4686 (0.5316)  loss_giou_dn_2: 0.4416 (0.5040)  loss_giou_dn_3: 0.4347 (0.4955)  loss_giou_dn_4: 0.4335 (0.4934)  loss_giou_dn_5: 0.4342 (0.4936)  loss_vfl: 0.6975 (0.7150)  loss_vfl_aux_0: 0.8456 (0.8440)  loss_vfl_aux_1: 0.7691 (0.7894)  loss_vfl_aux_2: 0.7242 (0.7456)  loss_vfl_aux_3: 0.7271 (0.7265)  loss_vfl_aux_4: 0.7232 (0.7187)  loss_vfl_aux_5: 0.8250 (0.8148)  loss_vfl_dn_0: 0.4678 (0.4698)  loss_vfl_dn_1: 0.4019 (0.4092)  loss_vfl_dn_2: 0.3766 (0.3922)  loss_vfl_dn_3: 0.3688 (0.3844)  loss_vfl_dn_4: 0.3664 (0.3818)  loss_vfl_dn_5: 0.3671 (0.3808)  time: 0.4734  data: 0.0151  max mem: 5654
Epoch: [18]  [ 900/7393]  eta: 0:52:23  lr: 0.000010  loss: 17.8337 (17.3019)  loss_bbox: 0.1619 (0.1704)  loss_bbox_aux_0: 0.1759 (0.1849)  loss_bbox_aux_1: 0.1626 (0.1756)  loss_bbox_aux_2: 0.1611 (0.1732)  loss_bbox_aux_3: 0.1616 (0.1710)  loss_bbox_aux_4: 0.1619 (0.1700)  loss_bbox_aux_5: 0.2386 (0.2278)  loss_bbox_dn_0: 0.3085 (0.3090)  loss_bbox_dn_1: 0.2413 (0.2392)  loss_bbox_dn_2: 0.2170 (0.2177)  loss_bbox_dn_3: 0.2097 (0.2101)  loss_bbox_dn_4: 0.2063 (0.2085)  loss_bbox_dn_5: 0.2060 (0.2085)  loss_giou: 0.4876 (0.5095)  loss_giou_aux_0: 0.5386 (0.5362)  loss_giou_aux_1: 0.4986 (0.5196)  loss_giou_aux_2: 0.4905 (0.5139)  loss_giou_aux_3: 0.4892 (0.5105)  loss_giou_aux_4: 0.4883 (0.5095)  loss_giou_aux_5: 0.6239 (0.6075)  loss_giou_dn_0: 0.6478 (0.6357)  loss_giou_dn_1: 0.5475 (0.5321)  loss_giou_dn_2: 0.5252 (0.5045)  loss_giou_dn_3: 0.5162 (0.4960)  loss_giou_dn_4: 0.5132 (0.4940)  loss_giou_dn_5: 0.5132 (0.4941)  loss_vfl: 0.6806 (0.7151)  loss_vfl_aux_0: 0.8273 (0.8437)  loss_vfl_aux_1: 0.7725 (0.7890)  loss_vfl_aux_2: 0.7253 (0.7454)  loss_vfl_aux_3: 0.6983 (0.7263)  loss_vfl_aux_4: 0.6980 (0.7187)  loss_vfl_aux_5: 0.7698 (0.8143)  loss_vfl_dn_0: 0.4693 (0.4700)  loss_vfl_dn_1: 0.4163 (0.4096)  loss_vfl_dn_2: 0.4002 (0.3925)  loss_vfl_dn_3: 0.3965 (0.3849)  loss_vfl_dn_4: 0.3919 (0.3822)  loss_vfl_dn_5: 0.3901 (0.3813)  time: 0.4642  data: 0.0146  max mem: 5654
Epoch: [18]  [1000/7393]  eta: 0:51:19  lr: 0.000010  loss: 17.6328 (17.3131)  loss_bbox: 0.1824 (0.1714)  loss_bbox_aux_0: 0.1904 (0.1856)  loss_bbox_aux_1: 0.1922 (0.1767)  loss_bbox_aux_2: 0.1864 (0.1743)  loss_bbox_aux_3: 0.1880 (0.1720)  loss_bbox_aux_4: 0.1802 (0.1710)  loss_bbox_aux_5: 0.2354 (0.2290)  loss_bbox_dn_0: 0.3184 (0.3114)  loss_bbox_dn_1: 0.2851 (0.2412)  loss_bbox_dn_2: 0.2612 (0.2195)  loss_bbox_dn_3: 0.2475 (0.2119)  loss_bbox_dn_4: 0.2431 (0.2103)  loss_bbox_dn_5: 0.2431 (0.2102)  loss_giou: 0.5152 (0.5077)  loss_giou_aux_0: 0.5559 (0.5343)  loss_giou_aux_1: 0.5346 (0.5177)  loss_giou_aux_2: 0.5333 (0.5122)  loss_giou_aux_3: 0.5235 (0.5088)  loss_giou_aux_4: 0.5223 (0.5077)  loss_giou_aux_5: 0.6157 (0.6058)  loss_giou_dn_0: 0.6433 (0.6352)  loss_giou_dn_1: 0.5293 (0.5316)  loss_giou_dn_2: 0.5049 (0.5039)  loss_giou_dn_3: 0.4979 (0.4954)  loss_giou_dn_4: 0.4984 (0.4934)  loss_giou_dn_5: 0.4987 (0.4935)  loss_vfl: 0.7224 (0.7157)  loss_vfl_aux_0: 0.8372 (0.8455)  loss_vfl_aux_1: 0.7903 (0.7905)  loss_vfl_aux_2: 0.7468 (0.7461)  loss_vfl_aux_3: 0.7353 (0.7270)  loss_vfl_aux_4: 0.7313 (0.7193)  loss_vfl_aux_5: 0.8193 (0.8158)  loss_vfl_dn_0: 0.4692 (0.4701)  loss_vfl_dn_1: 0.4051 (0.4098)  loss_vfl_dn_2: 0.3927 (0.3928)  loss_vfl_dn_3: 0.3874 (0.3850)  loss_vfl_dn_4: 0.3847 (0.3823)  loss_vfl_dn_5: 0.3835 (0.3814)  time: 0.4515  data: 0.0147  max mem: 5654
Epoch: [18]  [1100/7393]  eta: 0:50:26  lr: 0.000010  loss: 17.2708 (17.2808)  loss_bbox: 0.1627 (0.1713)  loss_bbox_aux_0: 0.1754 (0.1854)  loss_bbox_aux_1: 0.1608 (0.1763)  loss_bbox_aux_2: 0.1543 (0.1739)  loss_bbox_aux_3: 0.1613 (0.1717)  loss_bbox_aux_4: 0.1643 (0.1708)  loss_bbox_aux_5: 0.2208 (0.2287)  loss_bbox_dn_0: 0.2827 (0.3105)  loss_bbox_dn_1: 0.2086 (0.2403)  loss_bbox_dn_2: 0.1999 (0.2187)  loss_bbox_dn_3: 0.1935 (0.2112)  loss_bbox_dn_4: 0.1927 (0.2095)  loss_bbox_dn_5: 0.1928 (0.2095)  loss_giou: 0.5101 (0.5067)  loss_giou_aux_0: 0.5325 (0.5331)  loss_giou_aux_1: 0.5120 (0.5164)  loss_giou_aux_2: 0.5119 (0.5111)  loss_giou_aux_3: 0.5107 (0.5077)  loss_giou_aux_4: 0.5040 (0.5068)  loss_giou_aux_5: 0.6016 (0.6046)  loss_giou_dn_0: 0.6249 (0.6339)  loss_giou_dn_1: 0.5326 (0.5303)  loss_giou_dn_2: 0.5075 (0.5026)  loss_giou_dn_3: 0.4972 (0.4942)  loss_giou_dn_4: 0.4952 (0.4922)  loss_giou_dn_5: 0.4963 (0.4924)  loss_vfl: 0.7039 (0.7144)  loss_vfl_aux_0: 0.8179 (0.8438)  loss_vfl_aux_1: 0.7614 (0.7891)  loss_vfl_aux_2: 0.7144 (0.7449)  loss_vfl_aux_3: 0.7028 (0.7259)  loss_vfl_aux_4: 0.7027 (0.7180)  loss_vfl_aux_5: 0.7824 (0.8146)  loss_vfl_dn_0: 0.4688 (0.4701)  loss_vfl_dn_1: 0.4071 (0.4097)  loss_vfl_dn_2: 0.3914 (0.3926)  loss_vfl_dn_3: 0.3833 (0.3848)  loss_vfl_dn_4: 0.3797 (0.3821)  loss_vfl_dn_5: 0.3795 (0.3812)  time: 0.4620  data: 0.0151  max mem: 5654
Epoch: [18]  [1200/7393]  eta: 0:49:35  lr: 0.000010  loss: 17.8026 (17.2955)  loss_bbox: 0.1733 (0.1713)  loss_bbox_aux_0: 0.1802 (0.1854)  loss_bbox_aux_1: 0.1646 (0.1762)  loss_bbox_aux_2: 0.1694 (0.1738)  loss_bbox_aux_3: 0.1646 (0.1717)  loss_bbox_aux_4: 0.1713 (0.1707)  loss_bbox_aux_5: 0.2295 (0.2284)  loss_bbox_dn_0: 0.2958 (0.3099)  loss_bbox_dn_1: 0.2274 (0.2398)  loss_bbox_dn_2: 0.1988 (0.2182)  loss_bbox_dn_3: 0.1902 (0.2107)  loss_bbox_dn_4: 0.1911 (0.2091)  loss_bbox_dn_5: 0.1914 (0.2091)  loss_giou: 0.5437 (0.5081)  loss_giou_aux_0: 0.5684 (0.5344)  loss_giou_aux_1: 0.5523 (0.5176)  loss_giou_aux_2: 0.5467 (0.5123)  loss_giou_aux_3: 0.5385 (0.5090)  loss_giou_aux_4: 0.5404 (0.5080)  loss_giou_aux_5: 0.6310 (0.6060)  loss_giou_dn_0: 0.6535 (0.6351)  loss_giou_dn_1: 0.5692 (0.5316)  loss_giou_dn_2: 0.5417 (0.5040)  loss_giou_dn_3: 0.5305 (0.4955)  loss_giou_dn_4: 0.5299 (0.4935)  loss_giou_dn_5: 0.5299 (0.4937)  loss_vfl: 0.7114 (0.7141)  loss_vfl_aux_0: 0.8144 (0.8437)  loss_vfl_aux_1: 0.7687 (0.7889)  loss_vfl_aux_2: 0.7437 (0.7450)  loss_vfl_aux_3: 0.7289 (0.7259)  loss_vfl_aux_4: 0.7160 (0.7180)  loss_vfl_aux_5: 0.7934 (0.8146)  loss_vfl_dn_0: 0.4686 (0.4701)  loss_vfl_dn_1: 0.4104 (0.4099)  loss_vfl_dn_2: 0.3981 (0.3929)  loss_vfl_dn_3: 0.3899 (0.3852)  loss_vfl_dn_4: 0.3901 (0.3825)  loss_vfl_dn_5: 0.3864 (0.3816)  time: 0.4722  data: 0.0140  max mem: 5654
Epoch: [18]  [1300/7393]  eta: 0:48:41  lr: 0.000010  loss: 17.3311 (17.3103)  loss_bbox: 0.1386 (0.1712)  loss_bbox_aux_0: 0.1611 (0.1854)  loss_bbox_aux_1: 0.1429 (0.1762)  loss_bbox_aux_2: 0.1427 (0.1737)  loss_bbox_aux_3: 0.1403 (0.1716)  loss_bbox_aux_4: 0.1426 (0.1707)  loss_bbox_aux_5: 0.1971 (0.2280)  loss_bbox_dn_0: 0.2532 (0.3093)  loss_bbox_dn_1: 0.1886 (0.2392)  loss_bbox_dn_2: 0.1679 (0.2178)  loss_bbox_dn_3: 0.1658 (0.2103)  loss_bbox_dn_4: 0.1663 (0.2087)  loss_bbox_dn_5: 0.1663 (0.2087)  loss_giou: 0.5159 (0.5096)  loss_giou_aux_0: 0.5427 (0.5358)  loss_giou_aux_1: 0.5192 (0.5191)  loss_giou_aux_2: 0.5347 (0.5135)  loss_giou_aux_3: 0.5197 (0.5104)  loss_giou_aux_4: 0.5187 (0.5094)  loss_giou_aux_5: 0.6133 (0.6072)  loss_giou_dn_0: 0.6366 (0.6359)  loss_giou_dn_1: 0.5291 (0.5322)  loss_giou_dn_2: 0.5130 (0.5047)  loss_giou_dn_3: 0.5052 (0.4963)  loss_giou_dn_4: 0.5033 (0.4943)  loss_giou_dn_5: 0.5032 (0.4944)  loss_vfl: 0.7010 (0.7149)  loss_vfl_aux_0: 0.7937 (0.8433)  loss_vfl_aux_1: 0.7644 (0.7889)  loss_vfl_aux_2: 0.7109 (0.7459)  loss_vfl_aux_3: 0.7158 (0.7268)  loss_vfl_aux_4: 0.7007 (0.7188)  loss_vfl_aux_5: 0.7728 (0.8145)  loss_vfl_dn_0: 0.4634 (0.4702)  loss_vfl_dn_1: 0.4095 (0.4102)  loss_vfl_dn_2: 0.3952 (0.3932)  loss_vfl_dn_3: 0.3901 (0.3855)  loss_vfl_dn_4: 0.3845 (0.3827)  loss_vfl_dn_5: 0.3824 (0.3818)  time: 0.4592  data: 0.0144  max mem: 5654
Epoch: [18]  [1400/7393]  eta: 0:47:50  lr: 0.000010  loss: 17.7163 (17.3178)  loss_bbox: 0.1790 (0.1710)  loss_bbox_aux_0: 0.1843 (0.1852)  loss_bbox_aux_1: 0.1792 (0.1763)  loss_bbox_aux_2: 0.1662 (0.1736)  loss_bbox_aux_3: 0.1694 (0.1715)  loss_bbox_aux_4: 0.1803 (0.1706)  loss_bbox_aux_5: 0.2430 (0.2280)  loss_bbox_dn_0: 0.3142 (0.3095)  loss_bbox_dn_1: 0.2424 (0.2396)  loss_bbox_dn_2: 0.2177 (0.2180)  loss_bbox_dn_3: 0.2129 (0.2106)  loss_bbox_dn_4: 0.2149 (0.2091)  loss_bbox_dn_5: 0.2152 (0.2090)  loss_giou: 0.4859 (0.5091)  loss_giou_aux_0: 0.5179 (0.5354)  loss_giou_aux_1: 0.5002 (0.5189)  loss_giou_aux_2: 0.4789 (0.5133)  loss_giou_aux_3: 0.4813 (0.5100)  loss_giou_aux_4: 0.4894 (0.5090)  loss_giou_aux_5: 0.6003 (0.6069)  loss_giou_dn_0: 0.6458 (0.6360)  loss_giou_dn_1: 0.5534 (0.5324)  loss_giou_dn_2: 0.5233 (0.5048)  loss_giou_dn_3: 0.5159 (0.4964)  loss_giou_dn_4: 0.5150 (0.4944)  loss_giou_dn_5: 0.5149 (0.4946)  loss_vfl: 0.7609 (0.7160)  loss_vfl_aux_0: 0.8541 (0.8446)  loss_vfl_aux_1: 0.8053 (0.7896)  loss_vfl_aux_2: 0.7846 (0.7469)  loss_vfl_aux_3: 0.7571 (0.7279)  loss_vfl_aux_4: 0.7517 (0.7199)  loss_vfl_aux_5: 0.8532 (0.8154)  loss_vfl_dn_0: 0.4684 (0.4704)  loss_vfl_dn_1: 0.4172 (0.4103)  loss_vfl_dn_2: 0.4053 (0.3933)  loss_vfl_dn_3: 0.3960 (0.3856)  loss_vfl_dn_4: 0.3952 (0.3829)  loss_vfl_dn_5: 0.3940 (0.3820)  time: 0.4702  data: 0.0144  max mem: 5654
Epoch: [18]  [1500/7393]  eta: 0:46:58  lr: 0.000010  loss: 17.1368 (17.3066)  loss_bbox: 0.1563 (0.1706)  loss_bbox_aux_0: 0.1758 (0.1847)  loss_bbox_aux_1: 0.1609 (0.1759)  loss_bbox_aux_2: 0.1580 (0.1733)  loss_bbox_aux_3: 0.1633 (0.1711)  loss_bbox_aux_4: 0.1612 (0.1703)  loss_bbox_aux_5: 0.2176 (0.2275)  loss_bbox_dn_0: 0.2800 (0.3086)  loss_bbox_dn_1: 0.2095 (0.2387)  loss_bbox_dn_2: 0.2006 (0.2173)  loss_bbox_dn_3: 0.1936 (0.2100)  loss_bbox_dn_4: 0.1935 (0.2084)  loss_bbox_dn_5: 0.1933 (0.2084)  loss_giou: 0.4944 (0.5094)  loss_giou_aux_0: 0.5197 (0.5355)  loss_giou_aux_1: 0.5129 (0.5192)  loss_giou_aux_2: 0.5006 (0.5137)  loss_giou_aux_3: 0.5000 (0.5104)  loss_giou_aux_4: 0.4946 (0.5093)  loss_giou_aux_5: 0.6024 (0.6071)  loss_giou_dn_0: 0.6259 (0.6360)  loss_giou_dn_1: 0.5185 (0.5323)  loss_giou_dn_2: 0.4880 (0.5047)  loss_giou_dn_3: 0.4812 (0.4964)  loss_giou_dn_4: 0.4807 (0.4944)  loss_giou_dn_5: 0.4809 (0.4945)  loss_vfl: 0.6974 (0.7155)  loss_vfl_aux_0: 0.8373 (0.8439)  loss_vfl_aux_1: 0.7680 (0.7886)  loss_vfl_aux_2: 0.7134 (0.7458)  loss_vfl_aux_3: 0.7205 (0.7271)  loss_vfl_aux_4: 0.7005 (0.7193)  loss_vfl_aux_5: 0.8182 (0.8148)  loss_vfl_dn_0: 0.4671 (0.4703)  loss_vfl_dn_1: 0.4041 (0.4101)  loss_vfl_dn_2: 0.3885 (0.3932)  loss_vfl_dn_3: 0.3785 (0.3855)  loss_vfl_dn_4: 0.3780 (0.3828)  loss_vfl_dn_5: 0.3757 (0.3819)  time: 0.4681  data: 0.0138  max mem: 5654
Epoch: [18]  [1600/7393]  eta: 0:46:06  lr: 0.000010  loss: 17.3813 (17.3101)  loss_bbox: 0.1605 (0.1706)  loss_bbox_aux_0: 0.1751 (0.1849)  loss_bbox_aux_1: 0.1681 (0.1761)  loss_bbox_aux_2: 0.1630 (0.1732)  loss_bbox_aux_3: 0.1615 (0.1711)  loss_bbox_aux_4: 0.1579 (0.1703)  loss_bbox_aux_5: 0.2018 (0.2278)  loss_bbox_dn_0: 0.2848 (0.3092)  loss_bbox_dn_1: 0.2073 (0.2394)  loss_bbox_dn_2: 0.1816 (0.2179)  loss_bbox_dn_3: 0.1772 (0.2105)  loss_bbox_dn_4: 0.1759 (0.2090)  loss_bbox_dn_5: 0.1758 (0.2089)  loss_giou: 0.5242 (0.5090)  loss_giou_aux_0: 0.5354 (0.5352)  loss_giou_aux_1: 0.5232 (0.5189)  loss_giou_aux_2: 0.5298 (0.5132)  loss_giou_aux_3: 0.5278 (0.5101)  loss_giou_aux_4: 0.5229 (0.5089)  loss_giou_aux_5: 0.6219 (0.6068)  loss_giou_dn_0: 0.6259 (0.6358)  loss_giou_dn_1: 0.5205 (0.5322)  loss_giou_dn_2: 0.4898 (0.5046)  loss_giou_dn_3: 0.4857 (0.4963)  loss_giou_dn_4: 0.4834 (0.4943)  loss_giou_dn_5: 0.4836 (0.4944)  loss_vfl: 0.7194 (0.7163)  loss_vfl_aux_0: 0.7975 (0.8439)  loss_vfl_aux_1: 0.7527 (0.7887)  loss_vfl_aux_2: 0.7566 (0.7467)  loss_vfl_aux_3: 0.7227 (0.7276)  loss_vfl_aux_4: 0.7240 (0.7199)  loss_vfl_aux_5: 0.7999 (0.8146)  loss_vfl_dn_0: 0.4646 (0.4704)  loss_vfl_dn_1: 0.4076 (0.4101)  loss_vfl_dn_2: 0.3935 (0.3932)  loss_vfl_dn_3: 0.3819 (0.3855)  loss_vfl_dn_4: 0.3777 (0.3828)  loss_vfl_dn_5: 0.3754 (0.3820)  time: 0.4567  data: 0.0142  max mem: 5654
Epoch: [18]  [1700/7393]  eta: 0:45:15  lr: 0.000010  loss: 16.6862 (17.3067)  loss_bbox: 0.1467 (0.1704)  loss_bbox_aux_0: 0.1622 (0.1850)  loss_bbox_aux_1: 0.1526 (0.1761)  loss_bbox_aux_2: 0.1489 (0.1731)  loss_bbox_aux_3: 0.1491 (0.1710)  loss_bbox_aux_4: 0.1462 (0.1701)  loss_bbox_aux_5: 0.2072 (0.2278)  loss_bbox_dn_0: 0.2909 (0.3092)  loss_bbox_dn_1: 0.2173 (0.2393)  loss_bbox_dn_2: 0.1998 (0.2178)  loss_bbox_dn_3: 0.1872 (0.2104)  loss_bbox_dn_4: 0.1842 (0.2089)  loss_bbox_dn_5: 0.1844 (0.2088)  loss_giou: 0.4596 (0.5089)  loss_giou_aux_0: 0.4832 (0.5352)  loss_giou_aux_1: 0.4665 (0.5190)  loss_giou_aux_2: 0.4617 (0.5132)  loss_giou_aux_3: 0.4598 (0.5100)  loss_giou_aux_4: 0.4547 (0.5089)  loss_giou_aux_5: 0.5478 (0.6069)  loss_giou_dn_0: 0.6081 (0.6354)  loss_giou_dn_1: 0.5084 (0.5317)  loss_giou_dn_2: 0.4801 (0.5041)  loss_giou_dn_3: 0.4671 (0.4957)  loss_giou_dn_4: 0.4632 (0.4937)  loss_giou_dn_5: 0.4632 (0.4939)  loss_vfl: 0.7127 (0.7163)  loss_vfl_aux_0: 0.8392 (0.8438)  loss_vfl_aux_1: 0.7866 (0.7887)  loss_vfl_aux_2: 0.7575 (0.7464)  loss_vfl_aux_3: 0.7276 (0.7276)  loss_vfl_aux_4: 0.7218 (0.7198)  loss_vfl_aux_5: 0.8152 (0.8151)  loss_vfl_dn_0: 0.4659 (0.4705)  loss_vfl_dn_1: 0.4101 (0.4102)  loss_vfl_dn_2: 0.3931 (0.3933)  loss_vfl_dn_3: 0.3877 (0.3856)  loss_vfl_dn_4: 0.3830 (0.3829)  loss_vfl_dn_5: 0.3811 (0.3820)  time: 0.4674  data: 0.0150  max mem: 5654
Epoch: [18]  [1800/7393]  eta: 0:44:25  lr: 0.000010  loss: 17.8982 (17.3073)  loss_bbox: 0.1684 (0.1705)  loss_bbox_aux_0: 0.1823 (0.1849)  loss_bbox_aux_1: 0.1853 (0.1761)  loss_bbox_aux_2: 0.1784 (0.1732)  loss_bbox_aux_3: 0.1675 (0.1711)  loss_bbox_aux_4: 0.1695 (0.1703)  loss_bbox_aux_5: 0.2235 (0.2278)  loss_bbox_dn_0: 0.2926 (0.3093)  loss_bbox_dn_1: 0.2329 (0.2394)  loss_bbox_dn_2: 0.2080 (0.2180)  loss_bbox_dn_3: 0.2033 (0.2106)  loss_bbox_dn_4: 0.2030 (0.2090)  loss_bbox_dn_5: 0.2030 (0.2090)  loss_giou: 0.5124 (0.5088)  loss_giou_aux_0: 0.5324 (0.5349)  loss_giou_aux_1: 0.5210 (0.5187)  loss_giou_aux_2: 0.5192 (0.5131)  loss_giou_aux_3: 0.5143 (0.5098)  loss_giou_aux_4: 0.5123 (0.5087)  loss_giou_aux_5: 0.5999 (0.6066)  loss_giou_dn_0: 0.6843 (0.6354)  loss_giou_dn_1: 0.5674 (0.5316)  loss_giou_dn_2: 0.5324 (0.5040)  loss_giou_dn_3: 0.5223 (0.4957)  loss_giou_dn_4: 0.5183 (0.4936)  loss_giou_dn_5: 0.5188 (0.4938)  loss_vfl: 0.6815 (0.7165)  loss_vfl_aux_0: 0.7921 (0.8439)  loss_vfl_aux_1: 0.7546 (0.7891)  loss_vfl_aux_2: 0.6991 (0.7465)  loss_vfl_aux_3: 0.6845 (0.7279)  loss_vfl_aux_4: 0.6834 (0.7200)  loss_vfl_aux_5: 0.7807 (0.8154)  loss_vfl_dn_0: 0.4664 (0.4705)  loss_vfl_dn_1: 0.4072 (0.4101)  loss_vfl_dn_2: 0.3962 (0.3932)  loss_vfl_dn_3: 0.3881 (0.3856)  loss_vfl_dn_4: 0.3862 (0.3828)  loss_vfl_dn_5: 0.3838 (0.3820)  time: 0.4692  data: 0.0144  max mem: 5654
Epoch: [18]  [1900/7393]  eta: 0:43:35  lr: 0.000010  loss: 17.1290 (17.3014)  loss_bbox: 0.1925 (0.1708)  loss_bbox_aux_0: 0.2045 (0.1853)  loss_bbox_aux_1: 0.1980 (0.1764)  loss_bbox_aux_2: 0.1958 (0.1735)  loss_bbox_aux_3: 0.1915 (0.1713)  loss_bbox_aux_4: 0.1871 (0.1705)  loss_bbox_aux_5: 0.2347 (0.2281)  loss_bbox_dn_0: 0.3526 (0.3100)  loss_bbox_dn_1: 0.2908 (0.2400)  loss_bbox_dn_2: 0.2525 (0.2185)  loss_bbox_dn_3: 0.2411 (0.2110)  loss_bbox_dn_4: 0.2389 (0.2095)  loss_bbox_dn_5: 0.2385 (0.2094)  loss_giou: 0.4795 (0.5079)  loss_giou_aux_0: 0.4800 (0.5339)  loss_giou_aux_1: 0.4739 (0.5178)  loss_giou_aux_2: 0.4714 (0.5122)  loss_giou_aux_3: 0.4779 (0.5089)  loss_giou_aux_4: 0.4794 (0.5079)  loss_giou_aux_5: 0.5705 (0.6057)  loss_giou_dn_0: 0.6011 (0.6350)  loss_giou_dn_1: 0.5150 (0.5312)  loss_giou_dn_2: 0.4847 (0.5036)  loss_giou_dn_3: 0.4762 (0.4952)  loss_giou_dn_4: 0.4755 (0.4932)  loss_giou_dn_5: 0.4756 (0.4934)  loss_vfl: 0.6977 (0.7162)  loss_vfl_aux_0: 0.8216 (0.8439)  loss_vfl_aux_1: 0.7707 (0.7887)  loss_vfl_aux_2: 0.7427 (0.7461)  loss_vfl_aux_3: 0.6963 (0.7275)  loss_vfl_aux_4: 0.7001 (0.7196)  loss_vfl_aux_5: 0.8102 (0.8155)  loss_vfl_dn_0: 0.4712 (0.4704)  loss_vfl_dn_1: 0.4068 (0.4101)  loss_vfl_dn_2: 0.3915 (0.3932)  loss_vfl_dn_3: 0.3849 (0.3855)  loss_vfl_dn_4: 0.3792 (0.3827)  loss_vfl_dn_5: 0.3799 (0.3819)  time: 0.4797  data: 0.0144  max mem: 5654
Epoch: [18]  [2000/7393]  eta: 0:43:03  lr: 0.000010  loss: 17.7290 (17.3067)  loss_bbox: 0.1633 (0.1710)  loss_bbox_aux_0: 0.1816 (0.1853)  loss_bbox_aux_1: 0.1772 (0.1765)  loss_bbox_aux_2: 0.1705 (0.1736)  loss_bbox_aux_3: 0.1688 (0.1715)  loss_bbox_aux_4: 0.1640 (0.1707)  loss_bbox_aux_5: 0.2246 (0.2281)  loss_bbox_dn_0: 0.2976 (0.3099)  loss_bbox_dn_1: 0.2420 (0.2401)  loss_bbox_dn_2: 0.2140 (0.2185)  loss_bbox_dn_3: 0.2052 (0.2110)  loss_bbox_dn_4: 0.2042 (0.2095)  loss_bbox_dn_5: 0.2042 (0.2095)  loss_giou: 0.5208 (0.5082)  loss_giou_aux_0: 0.5472 (0.5341)  loss_giou_aux_1: 0.5336 (0.5181)  loss_giou_aux_2: 0.5128 (0.5125)  loss_giou_aux_3: 0.5063 (0.5092)  loss_giou_aux_4: 0.5129 (0.5082)  loss_giou_aux_5: 0.6353 (0.6060)  loss_giou_dn_0: 0.6521 (0.6353)  loss_giou_dn_1: 0.5411 (0.5315)  loss_giou_dn_2: 0.5101 (0.5039)  loss_giou_dn_3: 0.5011 (0.4955)  loss_giou_dn_4: 0.4996 (0.4934)  loss_giou_dn_5: 0.5002 (0.4936)  loss_vfl: 0.7198 (0.7162)  loss_vfl_aux_0: 0.8481 (0.8443)  loss_vfl_aux_1: 0.7819 (0.7887)  loss_vfl_aux_2: 0.7463 (0.7461)  loss_vfl_aux_3: 0.7241 (0.7275)  loss_vfl_aux_4: 0.7184 (0.7195)  loss_vfl_aux_5: 0.8128 (0.8154)  loss_vfl_dn_0: 0.4696 (0.4704)  loss_vfl_dn_1: 0.4141 (0.4102)  loss_vfl_dn_2: 0.3996 (0.3933)  loss_vfl_dn_3: 0.3923 (0.3856)  loss_vfl_dn_4: 0.3875 (0.3828)  loss_vfl_dn_5: 0.3874 (0.3820)  time: 0.4690  data: 0.0137  max mem: 5654
Epoch: [18]  [2100/7393]  eta: 0:42:13  lr: 0.000010  loss: 17.1631 (17.3065)  loss_bbox: 0.1546 (0.1703)  loss_bbox_aux_0: 0.1513 (0.1846)  loss_bbox_aux_1: 0.1539 (0.1757)  loss_bbox_aux_2: 0.1483 (0.1729)  loss_bbox_aux_3: 0.1477 (0.1709)  loss_bbox_aux_4: 0.1530 (0.1700)  loss_bbox_aux_5: 0.1977 (0.2275)  loss_bbox_dn_0: 0.2518 (0.3089)  loss_bbox_dn_1: 0.1954 (0.2392)  loss_bbox_dn_2: 0.1816 (0.2176)  loss_bbox_dn_3: 0.1694 (0.2102)  loss_bbox_dn_4: 0.1674 (0.2086)  loss_bbox_dn_5: 0.1673 (0.2086)  loss_giou: 0.5227 (0.5090)  loss_giou_aux_0: 0.5608 (0.5350)  loss_giou_aux_1: 0.5385 (0.5188)  loss_giou_aux_2: 0.5231 (0.5133)  loss_giou_aux_3: 0.5171 (0.5100)  loss_giou_aux_4: 0.5230 (0.5090)  loss_giou_aux_5: 0.6275 (0.6069)  loss_giou_dn_0: 0.6448 (0.6356)  loss_giou_dn_1: 0.5392 (0.5320)  loss_giou_dn_2: 0.5055 (0.5043)  loss_giou_dn_3: 0.4976 (0.4959)  loss_giou_dn_4: 0.4947 (0.4939)  loss_giou_dn_5: 0.4943 (0.4941)  loss_vfl: 0.6971 (0.7165)  loss_vfl_aux_0: 0.8217 (0.8446)  loss_vfl_aux_1: 0.7631 (0.7890)  loss_vfl_aux_2: 0.7013 (0.7463)  loss_vfl_aux_3: 0.6984 (0.7278)  loss_vfl_aux_4: 0.6930 (0.7199)  loss_vfl_aux_5: 0.7959 (0.8148)  loss_vfl_dn_0: 0.4681 (0.4705)  loss_vfl_dn_1: 0.4056 (0.4103)  loss_vfl_dn_2: 0.3915 (0.3935)  loss_vfl_dn_3: 0.3810 (0.3857)  loss_vfl_dn_4: 0.3798 (0.3830)  loss_vfl_dn_5: 0.3801 (0.3821)  time: 0.4600  data: 0.0143  max mem: 5654
Epoch: [18]  [2200/7393]  eta: 0:41:23  lr: 0.000010  loss: 17.3213 (17.3095)  loss_bbox: 0.1717 (0.1706)  loss_bbox_aux_0: 0.1842 (0.1848)  loss_bbox_aux_1: 0.1732 (0.1759)  loss_bbox_aux_2: 0.1777 (0.1732)  loss_bbox_aux_3: 0.1749 (0.1710)  loss_bbox_aux_4: 0.1729 (0.1703)  loss_bbox_aux_5: 0.2171 (0.2276)  loss_bbox_dn_0: 0.3119 (0.3090)  loss_bbox_dn_1: 0.2503 (0.2393)  loss_bbox_dn_2: 0.2148 (0.2177)  loss_bbox_dn_3: 0.2049 (0.2103)  loss_bbox_dn_4: 0.2036 (0.2087)  loss_bbox_dn_5: 0.2038 (0.2087)  loss_giou: 0.4742 (0.5091)  loss_giou_aux_0: 0.4963 (0.5350)  loss_giou_aux_1: 0.4758 (0.5189)  loss_giou_aux_2: 0.4695 (0.5134)  loss_giou_aux_3: 0.4710 (0.5101)  loss_giou_aux_4: 0.4756 (0.5091)  loss_giou_aux_5: 0.5870 (0.6069)  loss_giou_dn_0: 0.6080 (0.6356)  loss_giou_dn_1: 0.5060 (0.5320)  loss_giou_dn_2: 0.4802 (0.5043)  loss_giou_dn_3: 0.4719 (0.4959)  loss_giou_dn_4: 0.4695 (0.4939)  loss_giou_dn_5: 0.4694 (0.4941)  loss_vfl: 0.7247 (0.7165)  loss_vfl_aux_0: 0.8472 (0.8447)  loss_vfl_aux_1: 0.8160 (0.7889)  loss_vfl_aux_2: 0.7716 (0.7462)  loss_vfl_aux_3: 0.7502 (0.7278)  loss_vfl_aux_4: 0.7225 (0.7198)  loss_vfl_aux_5: 0.8345 (0.8148)  loss_vfl_dn_0: 0.4716 (0.4705)  loss_vfl_dn_1: 0.4134 (0.4104)  loss_vfl_dn_2: 0.3975 (0.3936)  loss_vfl_dn_3: 0.3926 (0.3858)  loss_vfl_dn_4: 0.3871 (0.3831)  loss_vfl_dn_5: 0.3857 (0.3822)  time: 0.4692  data: 0.0139  max mem: 5654
Epoch: [18]  [2300/7393]  eta: 0:40:34  lr: 0.000010  loss: 16.7676 (17.3091)  loss_bbox: 0.1634 (0.1707)  loss_bbox_aux_0: 0.1759 (0.1849)  loss_bbox_aux_1: 0.1711 (0.1761)  loss_bbox_aux_2: 0.1630 (0.1734)  loss_bbox_aux_3: 0.1610 (0.1713)  loss_bbox_aux_4: 0.1614 (0.1704)  loss_bbox_aux_5: 0.2194 (0.2277)  loss_bbox_dn_0: 0.3225 (0.3096)  loss_bbox_dn_1: 0.2413 (0.2399)  loss_bbox_dn_2: 0.2232 (0.2182)  loss_bbox_dn_3: 0.2167 (0.2107)  loss_bbox_dn_4: 0.2167 (0.2092)  loss_bbox_dn_5: 0.2167 (0.2092)  loss_giou: 0.4607 (0.5081)  loss_giou_aux_0: 0.4769 (0.5339)  loss_giou_aux_1: 0.4587 (0.5179)  loss_giou_aux_2: 0.4502 (0.5124)  loss_giou_aux_3: 0.4550 (0.5091)  loss_giou_aux_4: 0.4606 (0.5081)  loss_giou_aux_5: 0.5440 (0.6057)  loss_giou_dn_0: 0.6155 (0.6351)  loss_giou_dn_1: 0.5058 (0.5315)  loss_giou_dn_2: 0.4783 (0.5038)  loss_giou_dn_3: 0.4651 (0.4954)  loss_giou_dn_4: 0.4615 (0.4934)  loss_giou_dn_5: 0.4616 (0.4935)  loss_vfl: 0.7014 (0.7172)  loss_vfl_aux_0: 0.8271 (0.8456)  loss_vfl_aux_1: 0.7825 (0.7896)  loss_vfl_aux_2: 0.7352 (0.7467)  loss_vfl_aux_3: 0.7150 (0.7285)  loss_vfl_aux_4: 0.6993 (0.7205)  loss_vfl_aux_5: 0.8149 (0.8160)  loss_vfl_dn_0: 0.4734 (0.4707)  loss_vfl_dn_1: 0.4048 (0.4104)  loss_vfl_dn_2: 0.3852 (0.3936)  loss_vfl_dn_3: 0.3768 (0.3858)  loss_vfl_dn_4: 0.3747 (0.3831)  loss_vfl_dn_5: 0.3723 (0.3822)  time: 0.4796  data: 0.0136  max mem: 5654
Epoch: [18]  [2400/7393]  eta: 0:39:59  lr: 0.000010  loss: 17.8614 (17.3158)  loss_bbox: 0.1693 (0.1707)  loss_bbox_aux_0: 0.1768 (0.1849)  loss_bbox_aux_1: 0.1721 (0.1759)  loss_bbox_aux_2: 0.1686 (0.1734)  loss_bbox_aux_3: 0.1666 (0.1712)  loss_bbox_aux_4: 0.1693 (0.1704)  loss_bbox_aux_5: 0.2169 (0.2275)  loss_bbox_dn_0: 0.2725 (0.3094)  loss_bbox_dn_1: 0.2157 (0.2397)  loss_bbox_dn_2: 0.2051 (0.2179)  loss_bbox_dn_3: 0.1958 (0.2105)  loss_bbox_dn_4: 0.1945 (0.2089)  loss_bbox_dn_5: 0.1946 (0.2089)  loss_giou: 0.5374 (0.5087)  loss_giou_aux_0: 0.5601 (0.5346)  loss_giou_aux_1: 0.5410 (0.5185)  loss_giou_aux_2: 0.5405 (0.5131)  loss_giou_aux_3: 0.5428 (0.5097)  loss_giou_aux_4: 0.5439 (0.5088)  loss_giou_aux_5: 0.6392 (0.6065)  loss_giou_dn_0: 0.6718 (0.6357)  loss_giou_dn_1: 0.5651 (0.5320)  loss_giou_dn_2: 0.5285 (0.5043)  loss_giou_dn_3: 0.5193 (0.4958)  loss_giou_dn_4: 0.5173 (0.4938)  loss_giou_dn_5: 0.5175 (0.4940)  loss_vfl: 0.7369 (0.7174)  loss_vfl_aux_0: 0.8631 (0.8457)  loss_vfl_aux_1: 0.8148 (0.7899)  loss_vfl_aux_2: 0.7796 (0.7469)  loss_vfl_aux_3: 0.7404 (0.7287)  loss_vfl_aux_4: 0.7373 (0.7207)  loss_vfl_aux_5: 0.8264 (0.8158)  loss_vfl_dn_0: 0.4720 (0.4707)  loss_vfl_dn_1: 0.4208 (0.4105)  loss_vfl_dn_2: 0.4049 (0.3937)  loss_vfl_dn_3: 0.3989 (0.3859)  loss_vfl_dn_4: 0.3942 (0.3831)  loss_vfl_dn_5: 0.3931 (0.3823)  time: 0.7879  data: 0.0143  max mem: 5654
Epoch: [18]  [2500/7393]  eta: 0:39:11  lr: 0.000010  loss: 17.6336 (17.3166)  loss_bbox: 0.1763 (0.1707)  loss_bbox_aux_0: 0.1785 (0.1848)  loss_bbox_aux_1: 0.1695 (0.1759)  loss_bbox_aux_2: 0.1644 (0.1732)  loss_bbox_aux_3: 0.1671 (0.1711)  loss_bbox_aux_4: 0.1762 (0.1704)  loss_bbox_aux_5: 0.2182 (0.2275)  loss_bbox_dn_0: 0.2643 (0.3092)  loss_bbox_dn_1: 0.2067 (0.2396)  loss_bbox_dn_2: 0.1933 (0.2179)  loss_bbox_dn_3: 0.1891 (0.2104)  loss_bbox_dn_4: 0.1853 (0.2089)  loss_bbox_dn_5: 0.1858 (0.2088)  loss_giou: 0.5258 (0.5089)  loss_giou_aux_0: 0.5406 (0.5348)  loss_giou_aux_1: 0.5348 (0.5187)  loss_giou_aux_2: 0.5239 (0.5132)  loss_giou_aux_3: 0.5244 (0.5099)  loss_giou_aux_4: 0.5276 (0.5090)  loss_giou_aux_5: 0.6046 (0.6067)  loss_giou_dn_0: 0.6651 (0.6359)  loss_giou_dn_1: 0.5797 (0.5323)  loss_giou_dn_2: 0.5562 (0.5046)  loss_giou_dn_3: 0.5450 (0.4961)  loss_giou_dn_4: 0.5416 (0.4941)  loss_giou_dn_5: 0.5416 (0.4943)  loss_vfl: 0.7013 (0.7173)  loss_vfl_aux_0: 0.8097 (0.8455)  loss_vfl_aux_1: 0.7615 (0.7896)  loss_vfl_aux_2: 0.7436 (0.7470)  loss_vfl_aux_3: 0.7174 (0.7285)  loss_vfl_aux_4: 0.7065 (0.7205)  loss_vfl_aux_5: 0.7725 (0.8156)  loss_vfl_dn_0: 0.4633 (0.4706)  loss_vfl_dn_1: 0.4124 (0.4104)  loss_vfl_dn_2: 0.3940 (0.3936)  loss_vfl_dn_3: 0.3859 (0.3859)  loss_vfl_dn_4: 0.3824 (0.3831)  loss_vfl_dn_5: 0.3811 (0.3822)  time: 0.4743  data: 0.0145  max mem: 5654
Epoch: [18]  [2600/7393]  eta: 0:38:21  lr: 0.000010  loss: 17.6983 (17.3202)  loss_bbox: 0.1844 (0.1709)  loss_bbox_aux_0: 0.1932 (0.1848)  loss_bbox_aux_1: 0.1899 (0.1761)  loss_bbox_aux_2: 0.1840 (0.1734)  loss_bbox_aux_3: 0.1886 (0.1713)  loss_bbox_aux_4: 0.1882 (0.1706)  loss_bbox_aux_5: 0.2497 (0.2274)  loss_bbox_dn_0: 0.3160 (0.3092)  loss_bbox_dn_1: 0.2566 (0.2396)  loss_bbox_dn_2: 0.2332 (0.2180)  loss_bbox_dn_3: 0.2335 (0.2105)  loss_bbox_dn_4: 0.2315 (0.2090)  loss_bbox_dn_5: 0.2317 (0.2089)  loss_giou: 0.4888 (0.5090)  loss_giou_aux_0: 0.5097 (0.5348)  loss_giou_aux_1: 0.4810 (0.5189)  loss_giou_aux_2: 0.4851 (0.5133)  loss_giou_aux_3: 0.4827 (0.5100)  loss_giou_aux_4: 0.4887 (0.5091)  loss_giou_aux_5: 0.5836 (0.6066)  loss_giou_dn_0: 0.6368 (0.6359)  loss_giou_dn_1: 0.5335 (0.5324)  loss_giou_dn_2: 0.5025 (0.5047)  loss_giou_dn_3: 0.4914 (0.4962)  loss_giou_dn_4: 0.4888 (0.4942)  loss_giou_dn_5: 0.4886 (0.4944)  loss_vfl: 0.7355 (0.7174)  loss_vfl_aux_0: 0.8609 (0.8459)  loss_vfl_aux_1: 0.8101 (0.7897)  loss_vfl_aux_2: 0.7573 (0.7470)  loss_vfl_aux_3: 0.7434 (0.7287)  loss_vfl_aux_4: 0.7352 (0.7206)  loss_vfl_aux_5: 0.8470 (0.8159)  loss_vfl_dn_0: 0.4741 (0.4706)  loss_vfl_dn_1: 0.4122 (0.4104)  loss_vfl_dn_2: 0.3972 (0.3936)  loss_vfl_dn_3: 0.3907 (0.3859)  loss_vfl_dn_4: 0.3847 (0.3831)  loss_vfl_dn_5: 0.3843 (0.3823)  time: 0.4865  data: 0.0140  max mem: 5654
Epoch: [18]  [2700/7393]  eta: 0:37:31  lr: 0.000010  loss: 16.9109 (17.3230)  loss_bbox: 0.1702 (0.1709)  loss_bbox_aux_0: 0.1784 (0.1848)  loss_bbox_aux_1: 0.1657 (0.1762)  loss_bbox_aux_2: 0.1719 (0.1735)  loss_bbox_aux_3: 0.1698 (0.1714)  loss_bbox_aux_4: 0.1646 (0.1707)  loss_bbox_aux_5: 0.2276 (0.2275)  loss_bbox_dn_0: 0.3007 (0.3092)  loss_bbox_dn_1: 0.2190 (0.2396)  loss_bbox_dn_2: 0.1966 (0.2180)  loss_bbox_dn_3: 0.1870 (0.2105)  loss_bbox_dn_4: 0.1877 (0.2090)  loss_bbox_dn_5: 0.1873 (0.2090)  loss_giou: 0.4849 (0.5088)  loss_giou_aux_0: 0.5007 (0.5344)  loss_giou_aux_1: 0.4855 (0.5186)  loss_giou_aux_2: 0.4846 (0.5130)  loss_giou_aux_3: 0.4894 (0.5097)  loss_giou_aux_4: 0.4827 (0.5089)  loss_giou_aux_5: 0.5658 (0.6063)  loss_giou_dn_0: 0.6197 (0.6359)  loss_giou_dn_1: 0.5133 (0.5323)  loss_giou_dn_2: 0.4865 (0.5046)  loss_giou_dn_3: 0.4824 (0.4961)  loss_giou_dn_4: 0.4774 (0.4941)  loss_giou_dn_5: 0.4770 (0.4943)  loss_vfl: 0.6902 (0.7180)  loss_vfl_aux_0: 0.8308 (0.8467)  loss_vfl_aux_1: 0.7635 (0.7903)  loss_vfl_aux_2: 0.7239 (0.7478)  loss_vfl_aux_3: 0.7019 (0.7292)  loss_vfl_aux_4: 0.6831 (0.7211)  loss_vfl_aux_5: 0.8238 (0.8165)  loss_vfl_dn_0: 0.4696 (0.4706)  loss_vfl_dn_1: 0.4047 (0.4104)  loss_vfl_dn_2: 0.3921 (0.3936)  loss_vfl_dn_3: 0.3833 (0.3859)  loss_vfl_dn_4: 0.3773 (0.3832)  loss_vfl_dn_5: 0.3785 (0.3823)  time: 0.4815  data: 0.0141  max mem: 5654
Epoch: [18]  [2800/7393]  eta: 0:36:52  lr: 0.000010  loss: 17.3593 (17.3179)  loss_bbox: 0.1521 (0.1707)  loss_bbox_aux_0: 0.1630 (0.1846)  loss_bbox_aux_1: 0.1615 (0.1760)  loss_bbox_aux_2: 0.1562 (0.1733)  loss_bbox_aux_3: 0.1547 (0.1712)  loss_bbox_aux_4: 0.1532 (0.1705)  loss_bbox_aux_5: 0.2010 (0.2273)  loss_bbox_dn_0: 0.2662 (0.3089)  loss_bbox_dn_1: 0.2083 (0.2393)  loss_bbox_dn_2: 0.1914 (0.2176)  loss_bbox_dn_3: 0.1838 (0.2102)  loss_bbox_dn_4: 0.1831 (0.2087)  loss_bbox_dn_5: 0.1830 (0.2087)  loss_giou: 0.5310 (0.5088)  loss_giou_aux_0: 0.5635 (0.5344)  loss_giou_aux_1: 0.5394 (0.5185)  loss_giou_aux_2: 0.5322 (0.5131)  loss_giou_aux_3: 0.5262 (0.5098)  loss_giou_aux_4: 0.5270 (0.5089)  loss_giou_aux_5: 0.6333 (0.6064)  loss_giou_dn_0: 0.6503 (0.6359)  loss_giou_dn_1: 0.5558 (0.5323)  loss_giou_dn_2: 0.5251 (0.5046)  loss_giou_dn_3: 0.5163 (0.4961)  loss_giou_dn_4: 0.5151 (0.4941)  loss_giou_dn_5: 0.5157 (0.4942)  loss_vfl: 0.7144 (0.7178)  loss_vfl_aux_0: 0.8240 (0.8466)  loss_vfl_aux_1: 0.7725 (0.7901)  loss_vfl_aux_2: 0.7431 (0.7475)  loss_vfl_aux_3: 0.7303 (0.7289)  loss_vfl_aux_4: 0.7168 (0.7208)  loss_vfl_aux_5: 0.7883 (0.8163)  loss_vfl_dn_0: 0.4661 (0.4706)  loss_vfl_dn_1: 0.4144 (0.4104)  loss_vfl_dn_2: 0.4005 (0.3936)  loss_vfl_dn_3: 0.3913 (0.3859)  loss_vfl_dn_4: 0.3880 (0.3832)  loss_vfl_dn_5: 0.3875 (0.3823)  time: 0.4744  data: 0.0142  max mem: 5654
Epoch: [18]  [2900/7393]  eta: 0:36:02  lr: 0.000010  loss: 17.0716 (17.3114)  loss_bbox: 0.1643 (0.1706)  loss_bbox_aux_0: 0.1805 (0.1845)  loss_bbox_aux_1: 0.1704 (0.1759)  loss_bbox_aux_2: 0.1684 (0.1732)  loss_bbox_aux_3: 0.1655 (0.1711)  loss_bbox_aux_4: 0.1664 (0.1704)  loss_bbox_aux_5: 0.2327 (0.2272)  loss_bbox_dn_0: 0.3131 (0.3089)  loss_bbox_dn_1: 0.2254 (0.2392)  loss_bbox_dn_2: 0.2078 (0.2175)  loss_bbox_dn_3: 0.2015 (0.2100)  loss_bbox_dn_4: 0.2012 (0.2085)  loss_bbox_dn_5: 0.2010 (0.2085)  loss_giou: 0.4760 (0.5085)  loss_giou_aux_0: 0.4923 (0.5342)  loss_giou_aux_1: 0.4830 (0.5183)  loss_giou_aux_2: 0.4840 (0.5128)  loss_giou_aux_3: 0.4797 (0.5096)  loss_giou_aux_4: 0.4759 (0.5087)  loss_giou_aux_5: 0.5623 (0.6062)  loss_giou_dn_0: 0.6362 (0.6357)  loss_giou_dn_1: 0.5332 (0.5319)  loss_giou_dn_2: 0.5020 (0.5042)  loss_giou_dn_3: 0.4921 (0.4957)  loss_giou_dn_4: 0.4883 (0.4937)  loss_giou_dn_5: 0.4882 (0.4939)  loss_vfl: 0.6890 (0.7175)  loss_vfl_aux_0: 0.8046 (0.8464)  loss_vfl_aux_1: 0.7613 (0.7901)  loss_vfl_aux_2: 0.7177 (0.7473)  loss_vfl_aux_3: 0.6942 (0.7286)  loss_vfl_aux_4: 0.6926 (0.7206)  loss_vfl_aux_5: 0.8038 (0.8165)  loss_vfl_dn_0: 0.4718 (0.4706)  loss_vfl_dn_1: 0.4072 (0.4103)  loss_vfl_dn_2: 0.3881 (0.3935)  loss_vfl_dn_3: 0.3804 (0.3858)  loss_vfl_dn_4: 0.3781 (0.3830)  loss_vfl_dn_5: 0.3790 (0.3822)  time: 0.4657  data: 0.0140  max mem: 5654
Epoch: [18]  [3000/7393]  eta: 0:35:21  lr: 0.000010  loss: 17.2581 (17.3159)  loss_bbox: 0.1619 (0.1706)  loss_bbox_aux_0: 0.1735 (0.1845)  loss_bbox_aux_1: 0.1730 (0.1759)  loss_bbox_aux_2: 0.1654 (0.1732)  loss_bbox_aux_3: 0.1630 (0.1711)  loss_bbox_aux_4: 0.1658 (0.1705)  loss_bbox_aux_5: 0.2062 (0.2271)  loss_bbox_dn_0: 0.2814 (0.3089)  loss_bbox_dn_1: 0.2409 (0.2392)  loss_bbox_dn_2: 0.2240 (0.2175)  loss_bbox_dn_3: 0.2208 (0.2101)  loss_bbox_dn_4: 0.2205 (0.2086)  loss_bbox_dn_5: 0.2206 (0.2086)  loss_giou: 0.4899 (0.5087)  loss_giou_aux_0: 0.5163 (0.5344)  loss_giou_aux_1: 0.4915 (0.5185)  loss_giou_aux_2: 0.4927 (0.5130)  loss_giou_aux_3: 0.4876 (0.5098)  loss_giou_aux_4: 0.4906 (0.5089)  loss_giou_aux_5: 0.6026 (0.6064)  loss_giou_dn_0: 0.6419 (0.6357)  loss_giou_dn_1: 0.5201 (0.5320)  loss_giou_dn_2: 0.4935 (0.5043)  loss_giou_dn_3: 0.4858 (0.4958)  loss_giou_dn_4: 0.4843 (0.4938)  loss_giou_dn_5: 0.4841 (0.4939)  loss_vfl: 0.7217 (0.7178)  loss_vfl_aux_0: 0.8396 (0.8466)  loss_vfl_aux_1: 0.7926 (0.7903)  loss_vfl_aux_2: 0.7701 (0.7477)  loss_vfl_aux_3: 0.7486 (0.7289)  loss_vfl_aux_4: 0.7414 (0.7209)  loss_vfl_aux_5: 0.7877 (0.8170)  loss_vfl_dn_0: 0.4697 (0.4706)  loss_vfl_dn_1: 0.4104 (0.4103)  loss_vfl_dn_2: 0.3961 (0.3935)  loss_vfl_dn_3: 0.3883 (0.3858)  loss_vfl_dn_4: 0.3861 (0.3830)  loss_vfl_dn_5: 0.3857 (0.3822)  time: 0.4698  data: 0.0138  max mem: 5654
Epoch: [18]  [3100/7393]  eta: 0:34:31  lr: 0.000010  loss: 17.7043 (17.3211)  loss_bbox: 0.1581 (0.1707)  loss_bbox_aux_0: 0.1942 (0.1845)  loss_bbox_aux_1: 0.1664 (0.1759)  loss_bbox_aux_2: 0.1661 (0.1733)  loss_bbox_aux_3: 0.1632 (0.1712)  loss_bbox_aux_4: 0.1595 (0.1705)  loss_bbox_aux_5: 0.2320 (0.2273)  loss_bbox_dn_0: 0.3001 (0.3093)  loss_bbox_dn_1: 0.2411 (0.2395)  loss_bbox_dn_2: 0.2264 (0.2178)  loss_bbox_dn_3: 0.2217 (0.2103)  loss_bbox_dn_4: 0.2224 (0.2088)  loss_bbox_dn_5: 0.2226 (0.2088)  loss_giou: 0.4841 (0.5087)  loss_giou_aux_0: 0.5246 (0.5343)  loss_giou_aux_1: 0.4942 (0.5184)  loss_giou_aux_2: 0.5011 (0.5130)  loss_giou_aux_3: 0.4868 (0.5097)  loss_giou_aux_4: 0.4915 (0.5088)  loss_giou_aux_5: 0.5907 (0.6064)  loss_giou_dn_0: 0.6388 (0.6357)  loss_giou_dn_1: 0.5399 (0.5319)  loss_giou_dn_2: 0.5050 (0.5042)  loss_giou_dn_3: 0.4985 (0.4957)  loss_giou_dn_4: 0.4991 (0.4937)  loss_giou_dn_5: 0.4986 (0.4938)  loss_vfl: 0.7686 (0.7184)  loss_vfl_aux_0: 0.8744 (0.8474)  loss_vfl_aux_1: 0.8534 (0.7909)  loss_vfl_aux_2: 0.7708 (0.7481)  loss_vfl_aux_3: 0.7621 (0.7295)  loss_vfl_aux_4: 0.7650 (0.7214)  loss_vfl_aux_5: 0.8521 (0.8176)  loss_vfl_dn_0: 0.4691 (0.4707)  loss_vfl_dn_1: 0.4086 (0.4104)  loss_vfl_dn_2: 0.3936 (0.3935)  loss_vfl_dn_3: 0.3874 (0.3858)  loss_vfl_dn_4: 0.3839 (0.3830)  loss_vfl_dn_5: 0.3806 (0.3822)  time: 0.4720  data: 0.0138  max mem: 5654
Epoch: [18]  [3200/7393]  eta: 0:33:41  lr: 0.000010  loss: 17.7287 (17.3223)  loss_bbox: 0.1766 (0.1707)  loss_bbox_aux_0: 0.1718 (0.1845)  loss_bbox_aux_1: 0.1692 (0.1759)  loss_bbox_aux_2: 0.1751 (0.1733)  loss_bbox_aux_3: 0.1738 (0.1711)  loss_bbox_aux_4: 0.1716 (0.1705)  loss_bbox_aux_5: 0.2098 (0.2272)  loss_bbox_dn_0: 0.2800 (0.3091)  loss_bbox_dn_1: 0.2206 (0.2393)  loss_bbox_dn_2: 0.2085 (0.2176)  loss_bbox_dn_3: 0.2064 (0.2102)  loss_bbox_dn_4: 0.2061 (0.2086)  loss_bbox_dn_5: 0.2061 (0.2086)  loss_giou: 0.4972 (0.5088)  loss_giou_aux_0: 0.5214 (0.5346)  loss_giou_aux_1: 0.5028 (0.5186)  loss_giou_aux_2: 0.5011 (0.5132)  loss_giou_aux_3: 0.4938 (0.5099)  loss_giou_aux_4: 0.5004 (0.5090)  loss_giou_aux_5: 0.5984 (0.6066)  loss_giou_dn_0: 0.6256 (0.6359)  loss_giou_dn_1: 0.5214 (0.5320)  loss_giou_dn_2: 0.4980 (0.5043)  loss_giou_dn_3: 0.4900 (0.4958)  loss_giou_dn_4: 0.4884 (0.4938)  loss_giou_dn_5: 0.4888 (0.4939)  loss_vfl: 0.7242 (0.7185)  loss_vfl_aux_0: 0.8325 (0.8472)  loss_vfl_aux_1: 0.8015 (0.7908)  loss_vfl_aux_2: 0.7530 (0.7482)  loss_vfl_aux_3: 0.7356 (0.7295)  loss_vfl_aux_4: 0.7299 (0.7215)  loss_vfl_aux_5: 0.8343 (0.8176)  loss_vfl_dn_0: 0.4787 (0.4707)  loss_vfl_dn_1: 0.4124 (0.4104)  loss_vfl_dn_2: 0.3974 (0.3935)  loss_vfl_dn_3: 0.3864 (0.3859)  loss_vfl_dn_4: 0.3850 (0.3831)  loss_vfl_dn_5: 0.3825 (0.3822)  time: 0.4729  data: 0.0140  max mem: 5654
Epoch: [18]  [3300/7393]  eta: 0:32:51  lr: 0.000010  loss: 17.9762 (17.3240)  loss_bbox: 0.1800 (0.1707)  loss_bbox_aux_0: 0.1969 (0.1846)  loss_bbox_aux_1: 0.1855 (0.1760)  loss_bbox_aux_2: 0.1846 (0.1734)  loss_bbox_aux_3: 0.1781 (0.1712)  loss_bbox_aux_4: 0.1799 (0.1706)  loss_bbox_aux_5: 0.2423 (0.2273)  loss_bbox_dn_0: 0.3340 (0.3094)  loss_bbox_dn_1: 0.2713 (0.2395)  loss_bbox_dn_2: 0.2350 (0.2178)  loss_bbox_dn_3: 0.2224 (0.2104)  loss_bbox_dn_4: 0.2197 (0.2088)  loss_bbox_dn_5: 0.2197 (0.2088)  loss_giou: 0.5131 (0.5086)  loss_giou_aux_0: 0.5355 (0.5344)  loss_giou_aux_1: 0.5254 (0.5184)  loss_giou_aux_2: 0.5142 (0.5131)  loss_giou_aux_3: 0.5086 (0.5097)  loss_giou_aux_4: 0.5133 (0.5088)  loss_giou_aux_5: 0.6129 (0.6065)  loss_giou_dn_0: 0.6470 (0.6358)  loss_giou_dn_1: 0.5302 (0.5319)  loss_giou_dn_2: 0.5040 (0.5042)  loss_giou_dn_3: 0.4872 (0.4956)  loss_giou_dn_4: 0.4846 (0.4936)  loss_giou_dn_5: 0.4846 (0.4938)  loss_vfl: 0.6895 (0.7189)  loss_vfl_aux_0: 0.8532 (0.8475)  loss_vfl_aux_1: 0.7634 (0.7910)  loss_vfl_aux_2: 0.7447 (0.7486)  loss_vfl_aux_3: 0.7213 (0.7301)  loss_vfl_aux_4: 0.7169 (0.7220)  loss_vfl_aux_5: 0.8009 (0.8178)  loss_vfl_dn_0: 0.4702 (0.4708)  loss_vfl_dn_1: 0.4154 (0.4104)  loss_vfl_dn_2: 0.3993 (0.3935)  loss_vfl_dn_3: 0.3906 (0.3858)  loss_vfl_dn_4: 0.3852 (0.3830)  loss_vfl_dn_5: 0.3866 (0.3822)  time: 0.4693  data: 0.0137  max mem: 5654
Epoch: [18]  [3400/7393]  eta: 0:32:02  lr: 0.000010  loss: 17.2450 (17.3143)  loss_bbox: 0.1698 (0.1706)  loss_bbox_aux_0: 0.1743 (0.1846)  loss_bbox_aux_1: 0.1777 (0.1759)  loss_bbox_aux_2: 0.1766 (0.1733)  loss_bbox_aux_3: 0.1645 (0.1711)  loss_bbox_aux_4: 0.1703 (0.1705)  loss_bbox_aux_5: 0.2216 (0.2273)  loss_bbox_dn_0: 0.2978 (0.3094)  loss_bbox_dn_1: 0.2234 (0.2394)  loss_bbox_dn_2: 0.2066 (0.2177)  loss_bbox_dn_3: 0.1997 (0.2103)  loss_bbox_dn_4: 0.1989 (0.2087)  loss_bbox_dn_5: 0.1988 (0.2087)  loss_giou: 0.4930 (0.5080)  loss_giou_aux_0: 0.5283 (0.5339)  loss_giou_aux_1: 0.5192 (0.5179)  loss_giou_aux_2: 0.5083 (0.5125)  loss_giou_aux_3: 0.5065 (0.5091)  loss_giou_aux_4: 0.5034 (0.5081)  loss_giou_aux_5: 0.6074 (0.6060)  loss_giou_dn_0: 0.6295 (0.6354)  loss_giou_dn_1: 0.5122 (0.5314)  loss_giou_dn_2: 0.4851 (0.5037)  loss_giou_dn_3: 0.4775 (0.4951)  loss_giou_dn_4: 0.4749 (0.4931)  loss_giou_dn_5: 0.4749 (0.4933)  loss_vfl: 0.7075 (0.7187)  loss_vfl_aux_0: 0.8081 (0.8471)  loss_vfl_aux_1: 0.7702 (0.7906)  loss_vfl_aux_2: 0.7430 (0.7484)  loss_vfl_aux_3: 0.7160 (0.7299)  loss_vfl_aux_4: 0.7055 (0.7218)  loss_vfl_aux_5: 0.8195 (0.8178)  loss_vfl_dn_0: 0.4676 (0.4708)  loss_vfl_dn_1: 0.4107 (0.4104)  loss_vfl_dn_2: 0.3933 (0.3934)  loss_vfl_dn_3: 0.3854 (0.3857)  loss_vfl_dn_4: 0.3842 (0.3829)  loss_vfl_dn_5: 0.3840 (0.3821)  time: 0.4693  data: 0.0139  max mem: 5654
Epoch: [18]  [3500/7393]  eta: 0:31:13  lr: 0.000010  loss: 17.0782 (17.3119)  loss_bbox: 0.1605 (0.1706)  loss_bbox_aux_0: 0.1845 (0.1846)  loss_bbox_aux_1: 0.1766 (0.1759)  loss_bbox_aux_2: 0.1669 (0.1732)  loss_bbox_aux_3: 0.1587 (0.1710)  loss_bbox_aux_4: 0.1604 (0.1705)  loss_bbox_aux_5: 0.2307 (0.2272)  loss_bbox_dn_0: 0.3206 (0.3094)  loss_bbox_dn_1: 0.2387 (0.2394)  loss_bbox_dn_2: 0.2162 (0.2177)  loss_bbox_dn_3: 0.2041 (0.2103)  loss_bbox_dn_4: 0.2029 (0.2087)  loss_bbox_dn_5: 0.2029 (0.2087)  loss_giou: 0.4753 (0.5078)  loss_giou_aux_0: 0.5079 (0.5338)  loss_giou_aux_1: 0.4952 (0.5177)  loss_giou_aux_2: 0.4842 (0.5122)  loss_giou_aux_3: 0.4821 (0.5089)  loss_giou_aux_4: 0.4768 (0.5080)  loss_giou_aux_5: 0.5886 (0.6059)  loss_giou_dn_0: 0.6113 (0.6353)  loss_giou_dn_1: 0.5142 (0.5312)  loss_giou_dn_2: 0.4819 (0.5035)  loss_giou_dn_3: 0.4725 (0.4950)  loss_giou_dn_4: 0.4724 (0.4929)  loss_giou_dn_5: 0.4728 (0.4931)  loss_vfl: 0.6953 (0.7188)  loss_vfl_aux_0: 0.8350 (0.8470)  loss_vfl_aux_1: 0.7691 (0.7904)  loss_vfl_aux_2: 0.7416 (0.7485)  loss_vfl_aux_3: 0.7150 (0.7299)  loss_vfl_aux_4: 0.6928 (0.7218)  loss_vfl_aux_5: 0.8064 (0.8177)  loss_vfl_dn_0: 0.4635 (0.4708)  loss_vfl_dn_1: 0.4072 (0.4103)  loss_vfl_dn_2: 0.3911 (0.3934)  loss_vfl_dn_3: 0.3857 (0.3857)  loss_vfl_dn_4: 0.3819 (0.3829)  loss_vfl_dn_5: 0.3806 (0.3820)  time: 0.4744  data: 0.0145  max mem: 5654
Epoch: [18]  [3600/7393]  eta: 0:30:24  lr: 0.000010  loss: 17.3703 (17.3108)  loss_bbox: 0.1500 (0.1705)  loss_bbox_aux_0: 0.1846 (0.1846)  loss_bbox_aux_1: 0.1633 (0.1759)  loss_bbox_aux_2: 0.1571 (0.1732)  loss_bbox_aux_3: 0.1580 (0.1710)  loss_bbox_aux_4: 0.1597 (0.1704)  loss_bbox_aux_5: 0.2242 (0.2270)  loss_bbox_dn_0: 0.2761 (0.3093)  loss_bbox_dn_1: 0.2186 (0.2393)  loss_bbox_dn_2: 0.1899 (0.2176)  loss_bbox_dn_3: 0.1814 (0.2102)  loss_bbox_dn_4: 0.1804 (0.2086)  loss_bbox_dn_5: 0.1805 (0.2086)  loss_giou: 0.5313 (0.5077)  loss_giou_aux_0: 0.5573 (0.5337)  loss_giou_aux_1: 0.5401 (0.5177)  loss_giou_aux_2: 0.5348 (0.5122)  loss_giou_aux_3: 0.5365 (0.5089)  loss_giou_aux_4: 0.5409 (0.5079)  loss_giou_aux_5: 0.6450 (0.6059)  loss_giou_dn_0: 0.6304 (0.6352)  loss_giou_dn_1: 0.5252 (0.5311)  loss_giou_dn_2: 0.5075 (0.5034)  loss_giou_dn_3: 0.4973 (0.4949)  loss_giou_dn_4: 0.4980 (0.4929)  loss_giou_dn_5: 0.4980 (0.4930)  loss_vfl: 0.6993 (0.7189)  loss_vfl_aux_0: 0.8255 (0.8471)  loss_vfl_aux_1: 0.7558 (0.7903)  loss_vfl_aux_2: 0.7294 (0.7486)  loss_vfl_aux_3: 0.7066 (0.7300)  loss_vfl_aux_4: 0.7058 (0.7220)  loss_vfl_aux_5: 0.7912 (0.8180)  loss_vfl_dn_0: 0.4586 (0.4708)  loss_vfl_dn_1: 0.4003 (0.4103)  loss_vfl_dn_2: 0.3873 (0.3934)  loss_vfl_dn_3: 0.3786 (0.3857)  loss_vfl_dn_4: 0.3754 (0.3829)  loss_vfl_dn_5: 0.3757 (0.3821)  time: 0.4810  data: 0.0134  max mem: 5654
Epoch: [18]  [3700/7393]  eta: 0:29:35  lr: 0.000010  loss: 17.3151 (17.3098)  loss_bbox: 0.1563 (0.1705)  loss_bbox_aux_0: 0.1690 (0.1846)  loss_bbox_aux_1: 0.1607 (0.1759)  loss_bbox_aux_2: 0.1685 (0.1732)  loss_bbox_aux_3: 0.1570 (0.1710)  loss_bbox_aux_4: 0.1593 (0.1704)  loss_bbox_aux_5: 0.2163 (0.2271)  loss_bbox_dn_0: 0.2821 (0.3094)  loss_bbox_dn_1: 0.2152 (0.2394)  loss_bbox_dn_2: 0.1910 (0.2177)  loss_bbox_dn_3: 0.1863 (0.2102)  loss_bbox_dn_4: 0.1836 (0.2087)  loss_bbox_dn_5: 0.1836 (0.2087)  loss_giou: 0.5305 (0.5075)  loss_giou_aux_0: 0.5461 (0.5334)  loss_giou_aux_1: 0.5248 (0.5174)  loss_giou_aux_2: 0.5314 (0.5119)  loss_giou_aux_3: 0.5253 (0.5087)  loss_giou_aux_4: 0.5282 (0.5077)  loss_giou_aux_5: 0.6136 (0.6057)  loss_giou_dn_0: 0.6436 (0.6350)  loss_giou_dn_1: 0.5414 (0.5310)  loss_giou_dn_2: 0.5073 (0.5033)  loss_giou_dn_3: 0.5015 (0.4948)  loss_giou_dn_4: 0.4989 (0.4927)  loss_giou_dn_5: 0.4989 (0.4929)  loss_vfl: 0.7039 (0.7190)  loss_vfl_aux_0: 0.8557 (0.8471)  loss_vfl_aux_1: 0.7775 (0.7904)  loss_vfl_aux_2: 0.7261 (0.7488)  loss_vfl_aux_3: 0.7095 (0.7302)  loss_vfl_aux_4: 0.7059 (0.7221)  loss_vfl_aux_5: 0.8102 (0.8180)  loss_vfl_dn_0: 0.4664 (0.4708)  loss_vfl_dn_1: 0.4125 (0.4103)  loss_vfl_dn_2: 0.3979 (0.3934)  loss_vfl_dn_3: 0.3911 (0.3857)  loss_vfl_dn_4: 0.3879 (0.3829)  loss_vfl_dn_5: 0.3865 (0.3821)  time: 0.4663  data: 0.0138  max mem: 5654
Epoch: [18]  [3800/7393]  eta: 0:28:46  lr: 0.000010  loss: 17.2979 (17.3120)  loss_bbox: 0.1827 (0.1706)  loss_bbox_aux_0: 0.1850 (0.1846)  loss_bbox_aux_1: 0.1806 (0.1760)  loss_bbox_aux_2: 0.1813 (0.1732)  loss_bbox_aux_3: 0.1830 (0.1710)  loss_bbox_aux_4: 0.1825 (0.1705)  loss_bbox_aux_5: 0.2076 (0.2271)  loss_bbox_dn_0: 0.2977 (0.3094)  loss_bbox_dn_1: 0.2260 (0.2394)  loss_bbox_dn_2: 0.2155 (0.2177)  loss_bbox_dn_3: 0.2087 (0.2102)  loss_bbox_dn_4: 0.2094 (0.2087)  loss_bbox_dn_5: 0.2092 (0.2086)  loss_giou: 0.4956 (0.5078)  loss_giou_aux_0: 0.5187 (0.5337)  loss_giou_aux_1: 0.4986 (0.5177)  loss_giou_aux_2: 0.4996 (0.5122)  loss_giou_aux_3: 0.4930 (0.5089)  loss_giou_aux_4: 0.4921 (0.5080)  loss_giou_aux_5: 0.5974 (0.6060)  loss_giou_dn_0: 0.6325 (0.6352)  loss_giou_dn_1: 0.5367 (0.5312)  loss_giou_dn_2: 0.5043 (0.5035)  loss_giou_dn_3: 0.4947 (0.4950)  loss_giou_dn_4: 0.4911 (0.4930)  loss_giou_dn_5: 0.4915 (0.4931)  loss_vfl: 0.7079 (0.7189)  loss_vfl_aux_0: 0.8126 (0.8467)  loss_vfl_aux_1: 0.7870 (0.7902)  loss_vfl_aux_2: 0.7520 (0.7486)  loss_vfl_aux_3: 0.7366 (0.7301)  loss_vfl_aux_4: 0.7138 (0.7220)  loss_vfl_aux_5: 0.7700 (0.8178)  loss_vfl_dn_0: 0.4613 (0.4708)  loss_vfl_dn_1: 0.4119 (0.4103)  loss_vfl_dn_2: 0.3969 (0.3934)  loss_vfl_dn_3: 0.3887 (0.3857)  loss_vfl_dn_4: 0.3865 (0.3829)  loss_vfl_dn_5: 0.3888 (0.3821)  time: 0.4765  data: 0.0136  max mem: 5654
Epoch: [18]  [3900/7393]  eta: 0:27:57  lr: 0.000010  loss: 16.9609 (17.3113)  loss_bbox: 0.1644 (0.1708)  loss_bbox_aux_0: 0.1787 (0.1848)  loss_bbox_aux_1: 0.1712 (0.1761)  loss_bbox_aux_2: 0.1707 (0.1734)  loss_bbox_aux_3: 0.1652 (0.1712)  loss_bbox_aux_4: 0.1732 (0.1706)  loss_bbox_aux_5: 0.2076 (0.2271)  loss_bbox_dn_0: 0.2825 (0.3095)  loss_bbox_dn_1: 0.2109 (0.2395)  loss_bbox_dn_2: 0.1922 (0.2178)  loss_bbox_dn_3: 0.1817 (0.2103)  loss_bbox_dn_4: 0.1829 (0.2087)  loss_bbox_dn_5: 0.1829 (0.2087)  loss_giou: 0.4461 (0.5075)  loss_giou_aux_0: 0.4774 (0.5333)  loss_giou_aux_1: 0.4667 (0.5174)  loss_giou_aux_2: 0.4505 (0.5120)  loss_giou_aux_3: 0.4561 (0.5086)  loss_giou_aux_4: 0.4417 (0.5077)  loss_giou_aux_5: 0.5519 (0.6055)  loss_giou_dn_0: 0.6102 (0.6351)  loss_giou_dn_1: 0.4927 (0.5310)  loss_giou_dn_2: 0.4731 (0.5033)  loss_giou_dn_3: 0.4628 (0.4948)  loss_giou_dn_4: 0.4611 (0.4928)  loss_giou_dn_5: 0.4611 (0.4929)  loss_vfl: 0.7131 (0.7191)  loss_vfl_aux_0: 0.8342 (0.8469)  loss_vfl_aux_1: 0.7952 (0.7902)  loss_vfl_aux_2: 0.7368 (0.7486)  loss_vfl_aux_3: 0.7230 (0.7302)  loss_vfl_aux_4: 0.7130 (0.7222)  loss_vfl_aux_5: 0.8406 (0.8184)  loss_vfl_dn_0: 0.4778 (0.4708)  loss_vfl_dn_1: 0.4132 (0.4104)  loss_vfl_dn_2: 0.3933 (0.3934)  loss_vfl_dn_3: 0.3849 (0.3858)  loss_vfl_dn_4: 0.3826 (0.3830)  loss_vfl_dn_5: 0.3807 (0.3821)  time: 0.4713  data: 0.0144  max mem: 5654
Epoch: [18]  [4000/7393]  eta: 0:27:09  lr: 0.000010  loss: 17.3878 (17.3140)  loss_bbox: 0.1703 (0.1708)  loss_bbox_aux_0: 0.1775 (0.1848)  loss_bbox_aux_1: 0.1706 (0.1762)  loss_bbox_aux_2: 0.1583 (0.1735)  loss_bbox_aux_3: 0.1698 (0.1712)  loss_bbox_aux_4: 0.1691 (0.1707)  loss_bbox_aux_5: 0.2123 (0.2271)  loss_bbox_dn_0: 0.2860 (0.3092)  loss_bbox_dn_1: 0.2223 (0.2392)  loss_bbox_dn_2: 0.2033 (0.2176)  loss_bbox_dn_3: 0.2004 (0.2101)  loss_bbox_dn_4: 0.1993 (0.2085)  loss_bbox_dn_5: 0.1989 (0.2085)  loss_giou: 0.4739 (0.5080)  loss_giou_aux_0: 0.5082 (0.5339)  loss_giou_aux_1: 0.4829 (0.5180)  loss_giou_aux_2: 0.4765 (0.5125)  loss_giou_aux_3: 0.4736 (0.5092)  loss_giou_aux_4: 0.4790 (0.5082)  loss_giou_aux_5: 0.5729 (0.6060)  loss_giou_dn_0: 0.6153 (0.6353)  loss_giou_dn_1: 0.5124 (0.5312)  loss_giou_dn_2: 0.4910 (0.5036)  loss_giou_dn_3: 0.4841 (0.4951)  loss_giou_dn_4: 0.4823 (0.4931)  loss_giou_dn_5: 0.4828 (0.4932)  loss_vfl: 0.7016 (0.7189)  loss_vfl_aux_0: 0.8506 (0.8464)  loss_vfl_aux_1: 0.7899 (0.7899)  loss_vfl_aux_2: 0.7451 (0.7483)  loss_vfl_aux_3: 0.7281 (0.7300)  loss_vfl_aux_4: 0.7078 (0.7219)  loss_vfl_aux_5: 0.8194 (0.8180)  loss_vfl_dn_0: 0.4712 (0.4708)  loss_vfl_dn_1: 0.4077 (0.4104)  loss_vfl_dn_2: 0.3863 (0.3935)  loss_vfl_dn_3: 0.3790 (0.3858)  loss_vfl_dn_4: 0.3778 (0.3830)  loss_vfl_dn_5: 0.3800 (0.3822)  time: 0.4698  data: 0.0139  max mem: 5654
Epoch: [18]  [4100/7393]  eta: 0:26:20  lr: 0.000010  loss: 17.7676 (17.3130)  loss_bbox: 0.1726 (0.1708)  loss_bbox_aux_0: 0.1870 (0.1848)  loss_bbox_aux_1: 0.1861 (0.1762)  loss_bbox_aux_2: 0.1728 (0.1734)  loss_bbox_aux_3: 0.1640 (0.1712)  loss_bbox_aux_4: 0.1685 (0.1707)  loss_bbox_aux_5: 0.2138 (0.2271)  loss_bbox_dn_0: 0.3164 (0.3091)  loss_bbox_dn_1: 0.2400 (0.2391)  loss_bbox_dn_2: 0.2148 (0.2174)  loss_bbox_dn_3: 0.2068 (0.2100)  loss_bbox_dn_4: 0.2033 (0.2084)  loss_bbox_dn_5: 0.2032 (0.2084)  loss_giou: 0.4865 (0.5082)  loss_giou_aux_0: 0.5156 (0.5341)  loss_giou_aux_1: 0.4976 (0.5182)  loss_giou_aux_2: 0.4940 (0.5126)  loss_giou_aux_3: 0.4946 (0.5093)  loss_giou_aux_4: 0.4932 (0.5083)  loss_giou_aux_5: 0.5809 (0.6063)  loss_giou_dn_0: 0.6486 (0.6354)  loss_giou_dn_1: 0.5420 (0.5313)  loss_giou_dn_2: 0.5156 (0.5036)  loss_giou_dn_3: 0.5065 (0.4951)  loss_giou_dn_4: 0.5038 (0.4931)  loss_giou_dn_5: 0.5039 (0.4932)  loss_vfl: 0.7007 (0.7187)  loss_vfl_aux_0: 0.8185 (0.8463)  loss_vfl_aux_1: 0.7934 (0.7896)  loss_vfl_aux_2: 0.7172 (0.7481)  loss_vfl_aux_3: 0.7088 (0.7298)  loss_vfl_aux_4: 0.7096 (0.7217)  loss_vfl_aux_5: 0.7548 (0.8179)  loss_vfl_dn_0: 0.4649 (0.4708)  loss_vfl_dn_1: 0.4200 (0.4104)  loss_vfl_dn_2: 0.4009 (0.3934)  loss_vfl_dn_3: 0.3950 (0.3858)  loss_vfl_dn_4: 0.3920 (0.3830)  loss_vfl_dn_5: 0.3907 (0.3822)  time: 0.4785  data: 0.0139  max mem: 5654
Epoch: [18]  [4200/7393]  eta: 0:25:31  lr: 0.000010  loss: 16.9611 (17.3107)  loss_bbox: 0.1587 (0.1708)  loss_bbox_aux_0: 0.1732 (0.1849)  loss_bbox_aux_1: 0.1642 (0.1762)  loss_bbox_aux_2: 0.1553 (0.1735)  loss_bbox_aux_3: 0.1590 (0.1712)  loss_bbox_aux_4: 0.1587 (0.1706)  loss_bbox_aux_5: 0.2220 (0.2271)  loss_bbox_dn_0: 0.3185 (0.3095)  loss_bbox_dn_1: 0.2342 (0.2394)  loss_bbox_dn_2: 0.2138 (0.2176)  loss_bbox_dn_3: 0.2073 (0.2102)  loss_bbox_dn_4: 0.2034 (0.2086)  loss_bbox_dn_5: 0.2032 (0.2086)  loss_giou: 0.4737 (0.5076)  loss_giou_aux_0: 0.5059 (0.5337)  loss_giou_aux_1: 0.4864 (0.5177)  loss_giou_aux_2: 0.4773 (0.5122)  loss_giou_aux_3: 0.4764 (0.5087)  loss_giou_aux_4: 0.4758 (0.5078)  loss_giou_aux_5: 0.5765 (0.6058)  loss_giou_dn_0: 0.6283 (0.6352)  loss_giou_dn_1: 0.5249 (0.5311)  loss_giou_dn_2: 0.4913 (0.5033)  loss_giou_dn_3: 0.4816 (0.4948)  loss_giou_dn_4: 0.4789 (0.4928)  loss_giou_dn_5: 0.4790 (0.4929)  loss_vfl: 0.7206 (0.7189)  loss_vfl_aux_0: 0.8258 (0.8466)  loss_vfl_aux_1: 0.7973 (0.7898)  loss_vfl_aux_2: 0.7386 (0.7483)  loss_vfl_aux_3: 0.7254 (0.7300)  loss_vfl_aux_4: 0.7104 (0.7219)  loss_vfl_aux_5: 0.7900 (0.8182)  loss_vfl_dn_0: 0.4650 (0.4707)  loss_vfl_dn_1: 0.4110 (0.4104)  loss_vfl_dn_2: 0.3964 (0.3934)  loss_vfl_dn_3: 0.3834 (0.3857)  loss_vfl_dn_4: 0.3809 (0.3829)  loss_vfl_dn_5: 0.3818 (0.3821)  time: 0.4723  data: 0.0142  max mem: 5654
Epoch: [18]  [4300/7393]  eta: 0:24:43  lr: 0.000010  loss: 16.8587 (17.3097)  loss_bbox: 0.1483 (0.1708)  loss_bbox_aux_0: 0.1797 (0.1849)  loss_bbox_aux_1: 0.1614 (0.1762)  loss_bbox_aux_2: 0.1505 (0.1735)  loss_bbox_aux_3: 0.1499 (0.1712)  loss_bbox_aux_4: 0.1483 (0.1707)  loss_bbox_aux_5: 0.1992 (0.2271)  loss_bbox_dn_0: 0.3168 (0.3095)  loss_bbox_dn_1: 0.2423 (0.2394)  loss_bbox_dn_2: 0.2103 (0.2176)  loss_bbox_dn_3: 0.2041 (0.2102)  loss_bbox_dn_4: 0.2036 (0.2086)  loss_bbox_dn_5: 0.2037 (0.2086)  loss_giou: 0.4712 (0.5076)  loss_giou_aux_0: 0.4870 (0.5336)  loss_giou_aux_1: 0.4752 (0.5176)  loss_giou_aux_2: 0.4695 (0.5121)  loss_giou_aux_3: 0.4738 (0.5086)  loss_giou_aux_4: 0.4717 (0.5077)  loss_giou_aux_5: 0.5496 (0.6056)  loss_giou_dn_0: 0.6270 (0.6351)  loss_giou_dn_1: 0.5117 (0.5310)  loss_giou_dn_2: 0.4815 (0.5033)  loss_giou_dn_3: 0.4691 (0.4948)  loss_giou_dn_4: 0.4668 (0.4927)  loss_giou_dn_5: 0.4671 (0.4929)  loss_vfl: 0.6842 (0.7189)  loss_vfl_aux_0: 0.7813 (0.8466)  loss_vfl_aux_1: 0.7666 (0.7897)  loss_vfl_aux_2: 0.7045 (0.7483)  loss_vfl_aux_3: 0.6833 (0.7301)  loss_vfl_aux_4: 0.6871 (0.7219)  loss_vfl_aux_5: 0.8124 (0.8184)  loss_vfl_dn_0: 0.4679 (0.4707)  loss_vfl_dn_1: 0.4079 (0.4104)  loss_vfl_dn_2: 0.3891 (0.3934)  loss_vfl_dn_3: 0.3819 (0.3857)  loss_vfl_dn_4: 0.3809 (0.3829)  loss_vfl_dn_5: 0.3786 (0.3821)  time: 0.4715  data: 0.0143  max mem: 5654
Epoch: [18]  [4400/7393]  eta: 0:23:54  lr: 0.000010  loss: 16.7174 (17.3093)  loss_bbox: 0.1426 (0.1709)  loss_bbox_aux_0: 0.1686 (0.1850)  loss_bbox_aux_1: 0.1436 (0.1764)  loss_bbox_aux_2: 0.1432 (0.1735)  loss_bbox_aux_3: 0.1444 (0.1713)  loss_bbox_aux_4: 0.1440 (0.1708)  loss_bbox_aux_5: 0.2123 (0.2271)  loss_bbox_dn_0: 0.3051 (0.3097)  loss_bbox_dn_1: 0.2250 (0.2396)  loss_bbox_dn_2: 0.2011 (0.2178)  loss_bbox_dn_3: 0.1869 (0.2103)  loss_bbox_dn_4: 0.1824 (0.2088)  loss_bbox_dn_5: 0.1822 (0.2087)  loss_giou: 0.4720 (0.5074)  loss_giou_aux_0: 0.4848 (0.5335)  loss_giou_aux_1: 0.4836 (0.5175)  loss_giou_aux_2: 0.4709 (0.5119)  loss_giou_aux_3: 0.4813 (0.5085)  loss_giou_aux_4: 0.4767 (0.5076)  loss_giou_aux_5: 0.5507 (0.6054)  loss_giou_dn_0: 0.6235 (0.6349)  loss_giou_dn_1: 0.5192 (0.5308)  loss_giou_dn_2: 0.4908 (0.5031)  loss_giou_dn_3: 0.4814 (0.4946)  loss_giou_dn_4: 0.4792 (0.4925)  loss_giou_dn_5: 0.4797 (0.4927)  loss_vfl: 0.7297 (0.7189)  loss_vfl_aux_0: 0.8426 (0.8466)  loss_vfl_aux_1: 0.7852 (0.7897)  loss_vfl_aux_2: 0.7479 (0.7483)  loss_vfl_aux_3: 0.7401 (0.7301)  loss_vfl_aux_4: 0.7302 (0.7219)  loss_vfl_aux_5: 0.7892 (0.8187)  loss_vfl_dn_0: 0.4680 (0.4707)  loss_vfl_dn_1: 0.4079 (0.4103)  loss_vfl_dn_2: 0.3931 (0.3933)  loss_vfl_dn_3: 0.3840 (0.3857)  loss_vfl_dn_4: 0.3795 (0.3829)  loss_vfl_dn_5: 0.3786 (0.3820)  time: 0.4683  data: 0.0139  max mem: 5654
Epoch: [18]  [4500/7393]  eta: 0:23:05  lr: 0.000010  loss: 17.4442 (17.3129)  loss_bbox: 0.1676 (0.1708)  loss_bbox_aux_0: 0.1822 (0.1849)  loss_bbox_aux_1: 0.1782 (0.1763)  loss_bbox_aux_2: 0.1773 (0.1735)  loss_bbox_aux_3: 0.1730 (0.1712)  loss_bbox_aux_4: 0.1669 (0.1707)  loss_bbox_aux_5: 0.2236 (0.2270)  loss_bbox_dn_0: 0.2933 (0.3096)  loss_bbox_dn_1: 0.2322 (0.2396)  loss_bbox_dn_2: 0.2152 (0.2178)  loss_bbox_dn_3: 0.2045 (0.2104)  loss_bbox_dn_4: 0.2037 (0.2088)  loss_bbox_dn_5: 0.2037 (0.2088)  loss_giou: 0.5438 (0.5076)  loss_giou_aux_0: 0.5839 (0.5336)  loss_giou_aux_1: 0.5555 (0.5176)  loss_giou_aux_2: 0.5480 (0.5121)  loss_giou_aux_3: 0.5420 (0.5086)  loss_giou_aux_4: 0.5398 (0.5077)  loss_giou_aux_5: 0.6495 (0.6056)  loss_giou_dn_0: 0.6388 (0.6350)  loss_giou_dn_1: 0.5344 (0.5310)  loss_giou_dn_2: 0.5082 (0.5033)  loss_giou_dn_3: 0.4996 (0.4947)  loss_giou_dn_4: 0.4977 (0.4927)  loss_giou_dn_5: 0.4980 (0.4929)  loss_vfl: 0.7055 (0.7191)  loss_vfl_aux_0: 0.8453 (0.8468)  loss_vfl_aux_1: 0.7899 (0.7899)  loss_vfl_aux_2: 0.7520 (0.7486)  loss_vfl_aux_3: 0.7340 (0.7304)  loss_vfl_aux_4: 0.7062 (0.7221)  loss_vfl_aux_5: 0.7925 (0.8189)  loss_vfl_dn_0: 0.4755 (0.4708)  loss_vfl_dn_1: 0.4168 (0.4103)  loss_vfl_dn_2: 0.4034 (0.3934)  loss_vfl_dn_3: 0.3950 (0.3858)  loss_vfl_dn_4: 0.3928 (0.3830)  loss_vfl_dn_5: 0.3925 (0.3821)  time: 0.4751  data: 0.0139  max mem: 5654
Epoch: [18]  [4600/7393]  eta: 0:22:17  lr: 0.000010  loss: 17.8643 (17.3163)  loss_bbox: 0.1547 (0.1708)  loss_bbox_aux_0: 0.1669 (0.1849)  loss_bbox_aux_1: 0.1531 (0.1763)  loss_bbox_aux_2: 0.1590 (0.1734)  loss_bbox_aux_3: 0.1570 (0.1712)  loss_bbox_aux_4: 0.1573 (0.1707)  loss_bbox_aux_5: 0.2048 (0.2270)  loss_bbox_dn_0: 0.2922 (0.3097)  loss_bbox_dn_1: 0.2297 (0.2397)  loss_bbox_dn_2: 0.2169 (0.2180)  loss_bbox_dn_3: 0.2121 (0.2105)  loss_bbox_dn_4: 0.2108 (0.2090)  loss_bbox_dn_5: 0.2108 (0.2090)  loss_giou: 0.4985 (0.5075)  loss_giou_aux_0: 0.5260 (0.5334)  loss_giou_aux_1: 0.5116 (0.5175)  loss_giou_aux_2: 0.5087 (0.5120)  loss_giou_aux_3: 0.5025 (0.5085)  loss_giou_aux_4: 0.5027 (0.5076)  loss_giou_aux_5: 0.6013 (0.6054)  loss_giou_dn_0: 0.6328 (0.6350)  loss_giou_dn_1: 0.5277 (0.5311)  loss_giou_dn_2: 0.5015 (0.5034)  loss_giou_dn_3: 0.4947 (0.4948)  loss_giou_dn_4: 0.4939 (0.4928)  loss_giou_dn_5: 0.4937 (0.4930)  loss_vfl: 0.7555 (0.7196)  loss_vfl_aux_0: 0.8726 (0.8472)  loss_vfl_aux_1: 0.8090 (0.7903)  loss_vfl_aux_2: 0.7743 (0.7489)  loss_vfl_aux_3: 0.7781 (0.7308)  loss_vfl_aux_4: 0.7476 (0.7225)  loss_vfl_aux_5: 0.8407 (0.8192)  loss_vfl_dn_0: 0.4680 (0.4707)  loss_vfl_dn_1: 0.4065 (0.4104)  loss_vfl_dn_2: 0.3950 (0.3935)  loss_vfl_dn_3: 0.3854 (0.3858)  loss_vfl_dn_4: 0.3811 (0.3830)  loss_vfl_dn_5: 0.3792 (0.3822)  time: 0.4627  data: 0.0140  max mem: 5654
Epoch: [18]  [4700/7393]  eta: 0:21:29  lr: 0.000010  loss: 17.4909 (17.3171)  loss_bbox: 0.1628 (0.1708)  loss_bbox_aux_0: 0.1857 (0.1849)  loss_bbox_aux_1: 0.1768 (0.1763)  loss_bbox_aux_2: 0.1688 (0.1734)  loss_bbox_aux_3: 0.1617 (0.1712)  loss_bbox_aux_4: 0.1629 (0.1707)  loss_bbox_aux_5: 0.2334 (0.2270)  loss_bbox_dn_0: 0.3067 (0.3097)  loss_bbox_dn_1: 0.2535 (0.2397)  loss_bbox_dn_2: 0.2280 (0.2180)  loss_bbox_dn_3: 0.2165 (0.2105)  loss_bbox_dn_4: 0.2148 (0.2089)  loss_bbox_dn_5: 0.2145 (0.2089)  loss_giou: 0.5219 (0.5076)  loss_giou_aux_0: 0.5306 (0.5336)  loss_giou_aux_1: 0.5086 (0.5176)  loss_giou_aux_2: 0.5020 (0.5121)  loss_giou_aux_3: 0.5181 (0.5087)  loss_giou_aux_4: 0.5247 (0.5078)  loss_giou_aux_5: 0.5986 (0.6055)  loss_giou_dn_0: 0.6452 (0.6351)  loss_giou_dn_1: 0.5371 (0.5312)  loss_giou_dn_2: 0.5132 (0.5035)  loss_giou_dn_3: 0.5015 (0.4950)  loss_giou_dn_4: 0.4965 (0.4930)  loss_giou_dn_5: 0.4964 (0.4931)  loss_vfl: 0.7023 (0.7195)  loss_vfl_aux_0: 0.8083 (0.8471)  loss_vfl_aux_1: 0.7368 (0.7901)  loss_vfl_aux_2: 0.7248 (0.7489)  loss_vfl_aux_3: 0.6995 (0.7308)  loss_vfl_aux_4: 0.6988 (0.7225)  loss_vfl_aux_5: 0.7744 (0.8190)  loss_vfl_dn_0: 0.4614 (0.4707)  loss_vfl_dn_1: 0.4138 (0.4104)  loss_vfl_dn_2: 0.3989 (0.3934)  loss_vfl_dn_3: 0.3879 (0.3858)  loss_vfl_dn_4: 0.3851 (0.3830)  loss_vfl_dn_5: 0.3829 (0.3822)  time: 0.4634  data: 0.0134  max mem: 5654
Epoch: [18]  [4800/7393]  eta: 0:20:43  lr: 0.000010  loss: 16.9480 (17.3156)  loss_bbox: 0.1554 (0.1708)  loss_bbox_aux_0: 0.1721 (0.1849)  loss_bbox_aux_1: 0.1647 (0.1763)  loss_bbox_aux_2: 0.1641 (0.1734)  loss_bbox_aux_3: 0.1605 (0.1711)  loss_bbox_aux_4: 0.1565 (0.1707)  loss_bbox_aux_5: 0.2032 (0.2270)  loss_bbox_dn_0: 0.2884 (0.3096)  loss_bbox_dn_1: 0.2298 (0.2396)  loss_bbox_dn_2: 0.2022 (0.2178)  loss_bbox_dn_3: 0.1944 (0.2104)  loss_bbox_dn_4: 0.1929 (0.2088)  loss_bbox_dn_5: 0.1931 (0.2088)  loss_giou: 0.5050 (0.5078)  loss_giou_aux_0: 0.4890 (0.5337)  loss_giou_aux_1: 0.4841 (0.5178)  loss_giou_aux_2: 0.5010 (0.5123)  loss_giou_aux_3: 0.5057 (0.5088)  loss_giou_aux_4: 0.4960 (0.5079)  loss_giou_aux_5: 0.5402 (0.6057)  loss_giou_dn_0: 0.6151 (0.6351)  loss_giou_dn_1: 0.5153 (0.5312)  loss_giou_dn_2: 0.4874 (0.5035)  loss_giou_dn_3: 0.4802 (0.4950)  loss_giou_dn_4: 0.4792 (0.4929)  loss_giou_dn_5: 0.4792 (0.4931)  loss_vfl: 0.6928 (0.7193)  loss_vfl_aux_0: 0.8355 (0.8468)  loss_vfl_aux_1: 0.7480 (0.7897)  loss_vfl_aux_2: 0.7258 (0.7486)  loss_vfl_aux_3: 0.7023 (0.7306)  loss_vfl_aux_4: 0.6908 (0.7223)  loss_vfl_aux_5: 0.8248 (0.8188)  loss_vfl_dn_0: 0.4655 (0.4707)  loss_vfl_dn_1: 0.3971 (0.4103)  loss_vfl_dn_2: 0.3867 (0.3934)  loss_vfl_dn_3: 0.3778 (0.3858)  loss_vfl_dn_4: 0.3758 (0.3830)  loss_vfl_dn_5: 0.3725 (0.3822)  time: 0.4714  data: 0.0140  max mem: 5654
Epoch: [18]  [4900/7393]  eta: 0:19:54  lr: 0.000010  loss: 16.9140 (17.3143)  loss_bbox: 0.1624 (0.1709)  loss_bbox_aux_0: 0.1711 (0.1849)  loss_bbox_aux_1: 0.1631 (0.1764)  loss_bbox_aux_2: 0.1756 (0.1735)  loss_bbox_aux_3: 0.1607 (0.1712)  loss_bbox_aux_4: 0.1629 (0.1707)  loss_bbox_aux_5: 0.2203 (0.2270)  loss_bbox_dn_0: 0.2900 (0.3096)  loss_bbox_dn_1: 0.2280 (0.2396)  loss_bbox_dn_2: 0.2105 (0.2178)  loss_bbox_dn_3: 0.2048 (0.2104)  loss_bbox_dn_4: 0.2023 (0.2088)  loss_bbox_dn_5: 0.2024 (0.2088)  loss_giou: 0.4767 (0.5078)  loss_giou_aux_0: 0.4906 (0.5337)  loss_giou_aux_1: 0.4957 (0.5178)  loss_giou_aux_2: 0.4936 (0.5123)  loss_giou_aux_3: 0.4787 (0.5088)  loss_giou_aux_4: 0.4769 (0.5079)  loss_giou_aux_5: 0.5708 (0.6057)  loss_giou_dn_0: 0.6364 (0.6350)  loss_giou_dn_1: 0.5405 (0.5311)  loss_giou_dn_2: 0.5129 (0.5034)  loss_giou_dn_3: 0.5041 (0.4948)  loss_giou_dn_4: 0.5015 (0.4928)  loss_giou_dn_5: 0.5021 (0.4929)  loss_vfl: 0.7255 (0.7192)  loss_vfl_aux_0: 0.8505 (0.8467)  loss_vfl_aux_1: 0.7901 (0.7896)  loss_vfl_aux_2: 0.7227 (0.7484)  loss_vfl_aux_3: 0.7123 (0.7306)  loss_vfl_aux_4: 0.7125 (0.7222)  loss_vfl_aux_5: 0.8265 (0.8188)  loss_vfl_dn_0: 0.4728 (0.4707)  loss_vfl_dn_1: 0.4090 (0.4103)  loss_vfl_dn_2: 0.3892 (0.3934)  loss_vfl_dn_3: 0.3844 (0.3858)  loss_vfl_dn_4: 0.3790 (0.3830)  loss_vfl_dn_5: 0.3780 (0.3821)  time: 0.4725  data: 0.0146  max mem: 5654
Epoch: [18]  [5000/7393]  eta: 0:19:06  lr: 0.000010  loss: 17.3084 (17.3165)  loss_bbox: 0.1492 (0.1709)  loss_bbox_aux_0: 0.1714 (0.1849)  loss_bbox_aux_1: 0.1650 (0.1763)  loss_bbox_aux_2: 0.1576 (0.1735)  loss_bbox_aux_3: 0.1541 (0.1712)  loss_bbox_aux_4: 0.1521 (0.1707)  loss_bbox_aux_5: 0.2103 (0.2268)  loss_bbox_dn_0: 0.2806 (0.3094)  loss_bbox_dn_1: 0.2082 (0.2394)  loss_bbox_dn_2: 0.1800 (0.2177)  loss_bbox_dn_3: 0.1699 (0.2102)  loss_bbox_dn_4: 0.1692 (0.2087)  loss_bbox_dn_5: 0.1694 (0.2086)  loss_giou: 0.4802 (0.5082)  loss_giou_aux_0: 0.4968 (0.5341)  loss_giou_aux_1: 0.4869 (0.5182)  loss_giou_aux_2: 0.4772 (0.5127)  loss_giou_aux_3: 0.4779 (0.5093)  loss_giou_aux_4: 0.4800 (0.5084)  loss_giou_aux_5: 0.6030 (0.6061)  loss_giou_dn_0: 0.6322 (0.6352)  loss_giou_dn_1: 0.5400 (0.5313)  loss_giou_dn_2: 0.5084 (0.5036)  loss_giou_dn_3: 0.4983 (0.4950)  loss_giou_dn_4: 0.4946 (0.4930)  loss_giou_dn_5: 0.4949 (0.4932)  loss_vfl: 0.7095 (0.7191)  loss_vfl_aux_0: 0.8404 (0.8464)  loss_vfl_aux_1: 0.8075 (0.7895)  loss_vfl_aux_2: 0.7452 (0.7483)  loss_vfl_aux_3: 0.7111 (0.7305)  loss_vfl_aux_4: 0.7042 (0.7221)  loss_vfl_aux_5: 0.8434 (0.8187)  loss_vfl_dn_0: 0.4675 (0.4707)  loss_vfl_dn_1: 0.4037 (0.4103)  loss_vfl_dn_2: 0.3847 (0.3934)  loss_vfl_dn_3: 0.3782 (0.3858)  loss_vfl_dn_4: 0.3763 (0.3830)  loss_vfl_dn_5: 0.3769 (0.3822)  time: 0.4776  data: 0.0139  max mem: 5654
Epoch: [18]  [5100/7393]  eta: 0:18:18  lr: 0.000010  loss: 17.5185 (17.3189)  loss_bbox: 0.1587 (0.1707)  loss_bbox_aux_0: 0.1662 (0.1848)  loss_bbox_aux_1: 0.1612 (0.1762)  loss_bbox_aux_2: 0.1575 (0.1734)  loss_bbox_aux_3: 0.1612 (0.1710)  loss_bbox_aux_4: 0.1595 (0.1706)  loss_bbox_aux_5: 0.2076 (0.2266)  loss_bbox_dn_0: 0.2846 (0.3092)  loss_bbox_dn_1: 0.2311 (0.2392)  loss_bbox_dn_2: 0.2139 (0.2175)  loss_bbox_dn_3: 0.2044 (0.2101)  loss_bbox_dn_4: 0.1999 (0.2085)  loss_bbox_dn_5: 0.1996 (0.2085)  loss_giou: 0.5137 (0.5084)  loss_giou_aux_0: 0.5309 (0.5344)  loss_giou_aux_1: 0.5125 (0.5184)  loss_giou_aux_2: 0.5207 (0.5129)  loss_giou_aux_3: 0.5208 (0.5095)  loss_giou_aux_4: 0.5133 (0.5086)  loss_giou_aux_5: 0.5940 (0.6063)  loss_giou_dn_0: 0.6287 (0.6354)  loss_giou_dn_1: 0.5322 (0.5315)  loss_giou_dn_2: 0.5050 (0.5038)  loss_giou_dn_3: 0.4936 (0.4953)  loss_giou_dn_4: 0.4924 (0.4932)  loss_giou_dn_5: 0.4926 (0.4934)  loss_vfl: 0.6960 (0.7193)  loss_vfl_aux_0: 0.8242 (0.8464)  loss_vfl_aux_1: 0.7620 (0.7897)  loss_vfl_aux_2: 0.7196 (0.7485)  loss_vfl_aux_3: 0.7087 (0.7307)  loss_vfl_aux_4: 0.6789 (0.7223)  loss_vfl_aux_5: 0.7925 (0.8188)  loss_vfl_dn_0: 0.4688 (0.4707)  loss_vfl_dn_1: 0.4146 (0.4104)  loss_vfl_dn_2: 0.3948 (0.3935)  loss_vfl_dn_3: 0.3900 (0.3859)  loss_vfl_dn_4: 0.3870 (0.3831)  loss_vfl_dn_5: 0.3872 (0.3822)  time: 0.4747  data: 0.0143  max mem: 5654
Epoch: [18]  [5200/7393]  eta: 0:17:32  lr: 0.000010  loss: 17.3385 (17.3180)  loss_bbox: 0.1526 (0.1708)  loss_bbox_aux_0: 0.1639 (0.1848)  loss_bbox_aux_1: 0.1599 (0.1762)  loss_bbox_aux_2: 0.1580 (0.1734)  loss_bbox_aux_3: 0.1533 (0.1710)  loss_bbox_aux_4: 0.1537 (0.1706)  loss_bbox_aux_5: 0.1914 (0.2266)  loss_bbox_dn_0: 0.2612 (0.3092)  loss_bbox_dn_1: 0.2012 (0.2392)  loss_bbox_dn_2: 0.1913 (0.2174)  loss_bbox_dn_3: 0.1815 (0.2100)  loss_bbox_dn_4: 0.1816 (0.2084)  loss_bbox_dn_5: 0.1815 (0.2084)  loss_giou: 0.5282 (0.5085)  loss_giou_aux_0: 0.5640 (0.5345)  loss_giou_aux_1: 0.5323 (0.5185)  loss_giou_aux_2: 0.5416 (0.5130)  loss_giou_aux_3: 0.5360 (0.5095)  loss_giou_aux_4: 0.5314 (0.5087)  loss_giou_aux_5: 0.6281 (0.6063)  loss_giou_dn_0: 0.6502 (0.6355)  loss_giou_dn_1: 0.5562 (0.5316)  loss_giou_dn_2: 0.5232 (0.5038)  loss_giou_dn_3: 0.5160 (0.4953)  loss_giou_dn_4: 0.5132 (0.4933)  loss_giou_dn_5: 0.5134 (0.4934)  loss_vfl: 0.6636 (0.7191)  loss_vfl_aux_0: 0.7735 (0.8461)  loss_vfl_aux_1: 0.7177 (0.7895)  loss_vfl_aux_2: 0.6971 (0.7483)  loss_vfl_aux_3: 0.6783 (0.7306)  loss_vfl_aux_4: 0.6674 (0.7221)  loss_vfl_aux_5: 0.7786 (0.8187)  loss_vfl_dn_0: 0.4736 (0.4707)  loss_vfl_dn_1: 0.4102 (0.4104)  loss_vfl_dn_2: 0.3891 (0.3934)  loss_vfl_dn_3: 0.3840 (0.3858)  loss_vfl_dn_4: 0.3831 (0.3830)  loss_vfl_dn_5: 0.3819 (0.3822)  time: 0.4780  data: 0.0138  max mem: 5654
Epoch: [18]  [5300/7393]  eta: 0:16:44  lr: 0.000010  loss: 17.4621 (17.3217)  loss_bbox: 0.1709 (0.1708)  loss_bbox_aux_0: 0.1941 (0.1849)  loss_bbox_aux_1: 0.1824 (0.1763)  loss_bbox_aux_2: 0.1674 (0.1734)  loss_bbox_aux_3: 0.1693 (0.1711)  loss_bbox_aux_4: 0.1717 (0.1707)  loss_bbox_aux_5: 0.2142 (0.2266)  loss_bbox_dn_0: 0.3068 (0.3091)  loss_bbox_dn_1: 0.2295 (0.2391)  loss_bbox_dn_2: 0.2015 (0.2174)  loss_bbox_dn_3: 0.1916 (0.2100)  loss_bbox_dn_4: 0.1880 (0.2084)  loss_bbox_dn_5: 0.1882 (0.2084)  loss_giou: 0.5071 (0.5089)  loss_giou_aux_0: 0.5538 (0.5349)  loss_giou_aux_1: 0.5218 (0.5189)  loss_giou_aux_2: 0.5094 (0.5133)  loss_giou_aux_3: 0.5114 (0.5099)  loss_giou_aux_4: 0.5071 (0.5091)  loss_giou_aux_5: 0.6133 (0.6066)  loss_giou_dn_0: 0.6370 (0.6358)  loss_giou_dn_1: 0.5326 (0.5319)  loss_giou_dn_2: 0.5062 (0.5041)  loss_giou_dn_3: 0.4991 (0.4956)  loss_giou_dn_4: 0.4980 (0.4936)  loss_giou_dn_5: 0.4981 (0.4937)  loss_vfl: 0.6763 (0.7190)  loss_vfl_aux_0: 0.8063 (0.8459)  loss_vfl_aux_1: 0.7619 (0.7893)  loss_vfl_aux_2: 0.7268 (0.7483)  loss_vfl_aux_3: 0.6930 (0.7305)  loss_vfl_aux_4: 0.6772 (0.7220)  loss_vfl_aux_5: 0.7920 (0.8187)  loss_vfl_dn_0: 0.4710 (0.4707)  loss_vfl_dn_1: 0.4088 (0.4104)  loss_vfl_dn_2: 0.3867 (0.3934)  loss_vfl_dn_3: 0.3811 (0.3858)  loss_vfl_dn_4: 0.3773 (0.3830)  loss_vfl_dn_5: 0.3753 (0.3822)  time: 0.4735  data: 0.0147  max mem: 5654
Epoch: [18]  [5400/7393]  eta: 0:15:56  lr: 0.000010  loss: 17.6429 (17.3226)  loss_bbox: 0.1562 (0.1709)  loss_bbox_aux_0: 0.1786 (0.1850)  loss_bbox_aux_1: 0.1685 (0.1763)  loss_bbox_aux_2: 0.1594 (0.1734)  loss_bbox_aux_3: 0.1552 (0.1711)  loss_bbox_aux_4: 0.1562 (0.1707)  loss_bbox_aux_5: 0.2203 (0.2266)  loss_bbox_dn_0: 0.3027 (0.3091)  loss_bbox_dn_1: 0.2324 (0.2391)  loss_bbox_dn_2: 0.2116 (0.2174)  loss_bbox_dn_3: 0.2032 (0.2100)  loss_bbox_dn_4: 0.2028 (0.2084)  loss_bbox_dn_5: 0.2028 (0.2084)  loss_giou: 0.4814 (0.5089)  loss_giou_aux_0: 0.5036 (0.5350)  loss_giou_aux_1: 0.4951 (0.5189)  loss_giou_aux_2: 0.4779 (0.5134)  loss_giou_aux_3: 0.4855 (0.5099)  loss_giou_aux_4: 0.4829 (0.5091)  loss_giou_aux_5: 0.5761 (0.6067)  loss_giou_dn_0: 0.6115 (0.6358)  loss_giou_dn_1: 0.5132 (0.5319)  loss_giou_dn_2: 0.4750 (0.5041)  loss_giou_dn_3: 0.4692 (0.4956)  loss_giou_dn_4: 0.4675 (0.4936)  loss_giou_dn_5: 0.4677 (0.4937)  loss_vfl: 0.7067 (0.7189)  loss_vfl_aux_0: 0.8189 (0.8459)  loss_vfl_aux_1: 0.7622 (0.7893)  loss_vfl_aux_2: 0.7377 (0.7483)  loss_vfl_aux_3: 0.7096 (0.7305)  loss_vfl_aux_4: 0.7053 (0.7220)  loss_vfl_aux_5: 0.7877 (0.8187)  loss_vfl_dn_0: 0.4734 (0.4707)  loss_vfl_dn_1: 0.4153 (0.4105)  loss_vfl_dn_2: 0.3990 (0.3935)  loss_vfl_dn_3: 0.3926 (0.3859)  loss_vfl_dn_4: 0.3870 (0.3831)  loss_vfl_dn_5: 0.3881 (0.3822)  time: 0.4669  data: 0.0141  max mem: 5654
Epoch: [18]  [5500/7393]  eta: 0:15:09  lr: 0.000010  loss: 17.2725 (17.3223)  loss_bbox: 0.1479 (0.1709)  loss_bbox_aux_0: 0.1652 (0.1850)  loss_bbox_aux_1: 0.1584 (0.1764)  loss_bbox_aux_2: 0.1530 (0.1735)  loss_bbox_aux_3: 0.1536 (0.1712)  loss_bbox_aux_4: 0.1502 (0.1707)  loss_bbox_aux_5: 0.1979 (0.2266)  loss_bbox_dn_0: 0.2726 (0.3092)  loss_bbox_dn_1: 0.2147 (0.2392)  loss_bbox_dn_2: 0.1969 (0.2174)  loss_bbox_dn_3: 0.1898 (0.2100)  loss_bbox_dn_4: 0.1908 (0.2084)  loss_bbox_dn_5: 0.1905 (0.2084)  loss_giou: 0.5071 (0.5090)  loss_giou_aux_0: 0.5346 (0.5350)  loss_giou_aux_1: 0.5181 (0.5190)  loss_giou_aux_2: 0.5151 (0.5134)  loss_giou_aux_3: 0.5084 (0.5100)  loss_giou_aux_4: 0.5068 (0.5092)  loss_giou_aux_5: 0.6039 (0.6067)  loss_giou_dn_0: 0.6466 (0.6357)  loss_giou_dn_1: 0.5400 (0.5318)  loss_giou_dn_2: 0.5077 (0.5041)  loss_giou_dn_3: 0.5001 (0.4955)  loss_giou_dn_4: 0.5010 (0.4935)  loss_giou_dn_5: 0.5016 (0.4937)  loss_vfl: 0.7566 (0.7190)  loss_vfl_aux_0: 0.8517 (0.8458)  loss_vfl_aux_1: 0.8170 (0.7892)  loss_vfl_aux_2: 0.7572 (0.7482)  loss_vfl_aux_3: 0.7647 (0.7305)  loss_vfl_aux_4: 0.7550 (0.7220)  loss_vfl_aux_5: 0.8038 (0.8186)  loss_vfl_dn_0: 0.4803 (0.4707)  loss_vfl_dn_1: 0.4088 (0.4104)  loss_vfl_dn_2: 0.3946 (0.3935)  loss_vfl_dn_3: 0.3887 (0.3859)  loss_vfl_dn_4: 0.3872 (0.3831)  loss_vfl_dn_5: 0.3886 (0.3822)  time: 0.4750  data: 0.0144  max mem: 5654
Epoch: [18]  [5600/7393]  eta: 0:14:21  lr: 0.000010  loss: 17.0029 (17.3191)  loss_bbox: 0.1541 (0.1708)  loss_bbox_aux_0: 0.1891 (0.1850)  loss_bbox_aux_1: 0.1611 (0.1763)  loss_bbox_aux_2: 0.1519 (0.1734)  loss_bbox_aux_3: 0.1566 (0.1711)  loss_bbox_aux_4: 0.1555 (0.1706)  loss_bbox_aux_5: 0.2177 (0.2264)  loss_bbox_dn_0: 0.2604 (0.3089)  loss_bbox_dn_1: 0.1965 (0.2389)  loss_bbox_dn_2: 0.1797 (0.2171)  loss_bbox_dn_3: 0.1708 (0.2097)  loss_bbox_dn_4: 0.1703 (0.2082)  loss_bbox_dn_5: 0.1701 (0.2081)  loss_giou: 0.5173 (0.5091)  loss_giou_aux_0: 0.5407 (0.5352)  loss_giou_aux_1: 0.5193 (0.5192)  loss_giou_aux_2: 0.5184 (0.5136)  loss_giou_aux_3: 0.5160 (0.5101)  loss_giou_aux_4: 0.5142 (0.5093)  loss_giou_aux_5: 0.6352 (0.6069)  loss_giou_dn_0: 0.6202 (0.6357)  loss_giou_dn_1: 0.5327 (0.5318)  loss_giou_dn_2: 0.5025 (0.5040)  loss_giou_dn_3: 0.4983 (0.4955)  loss_giou_dn_4: 0.4969 (0.4935)  loss_giou_dn_5: 0.4971 (0.4936)  loss_vfl: 0.7227 (0.7187)  loss_vfl_aux_0: 0.8235 (0.8455)  loss_vfl_aux_1: 0.7699 (0.7889)  loss_vfl_aux_2: 0.7491 (0.7481)  loss_vfl_aux_3: 0.7258 (0.7303)  loss_vfl_aux_4: 0.7191 (0.7217)  loss_vfl_aux_5: 0.7892 (0.8185)  loss_vfl_dn_0: 0.4655 (0.4706)  loss_vfl_dn_1: 0.4108 (0.4104)  loss_vfl_dn_2: 0.3935 (0.3934)  loss_vfl_dn_3: 0.3866 (0.3858)  loss_vfl_dn_4: 0.3847 (0.3830)  loss_vfl_dn_5: 0.3835 (0.3822)  time: 0.4649  data: 0.0136  max mem: 5654
Epoch: [18]  [5700/7393]  eta: 0:13:32  lr: 0.000010  loss: 16.9770 (17.3168)  loss_bbox: 0.1557 (0.1708)  loss_bbox_aux_0: 0.1615 (0.1850)  loss_bbox_aux_1: 0.1566 (0.1763)  loss_bbox_aux_2: 0.1579 (0.1734)  loss_bbox_aux_3: 0.1571 (0.1711)  loss_bbox_aux_4: 0.1571 (0.1707)  loss_bbox_aux_5: 0.1979 (0.2263)  loss_bbox_dn_0: 0.2470 (0.3088)  loss_bbox_dn_1: 0.1832 (0.2388)  loss_bbox_dn_2: 0.1661 (0.2170)  loss_bbox_dn_3: 0.1604 (0.2096)  loss_bbox_dn_4: 0.1576 (0.2081)  loss_bbox_dn_5: 0.1576 (0.2080)  loss_giou: 0.5523 (0.5091)  loss_giou_aux_0: 0.5912 (0.5351)  loss_giou_aux_1: 0.5803 (0.5191)  loss_giou_aux_2: 0.5581 (0.5135)  loss_giou_aux_3: 0.5542 (0.5101)  loss_giou_aux_4: 0.5612 (0.5093)  loss_giou_aux_5: 0.6395 (0.6068)  loss_giou_dn_0: 0.6645 (0.6357)  loss_giou_dn_1: 0.5593 (0.5318)  loss_giou_dn_2: 0.5298 (0.5040)  loss_giou_dn_3: 0.5240 (0.4955)  loss_giou_dn_4: 0.5250 (0.4935)  loss_giou_dn_5: 0.5257 (0.4936)  loss_vfl: 0.6628 (0.7187)  loss_vfl_aux_0: 0.7576 (0.8453)  loss_vfl_aux_1: 0.6909 (0.7887)  loss_vfl_aux_2: 0.6741 (0.7480)  loss_vfl_aux_3: 0.6756 (0.7303)  loss_vfl_aux_4: 0.6561 (0.7217)  loss_vfl_aux_5: 0.7498 (0.8184)  loss_vfl_dn_0: 0.4494 (0.4706)  loss_vfl_dn_1: 0.4029 (0.4103)  loss_vfl_dn_2: 0.3872 (0.3933)  loss_vfl_dn_3: 0.3780 (0.3857)  loss_vfl_dn_4: 0.3759 (0.3829)  loss_vfl_dn_5: 0.3745 (0.3821)  time: 0.4716  data: 0.0141  max mem: 5654
Epoch: [18]  [5800/7393]  eta: 0:12:45  lr: 0.000010  loss: 17.4980 (17.3167)  loss_bbox: 0.1687 (0.1708)  loss_bbox_aux_0: 0.1867 (0.1850)  loss_bbox_aux_1: 0.1760 (0.1763)  loss_bbox_aux_2: 0.1775 (0.1734)  loss_bbox_aux_3: 0.1725 (0.1711)  loss_bbox_aux_4: 0.1728 (0.1707)  loss_bbox_aux_5: 0.2379 (0.2263)  loss_bbox_dn_0: 0.3063 (0.3087)  loss_bbox_dn_1: 0.2244 (0.2387)  loss_bbox_dn_2: 0.2026 (0.2170)  loss_bbox_dn_3: 0.1972 (0.2096)  loss_bbox_dn_4: 0.1949 (0.2080)  loss_bbox_dn_5: 0.1947 (0.2080)  loss_giou: 0.4881 (0.5092)  loss_giou_aux_0: 0.5246 (0.5352)  loss_giou_aux_1: 0.5063 (0.5193)  loss_giou_aux_2: 0.5030 (0.5137)  loss_giou_aux_3: 0.4904 (0.5102)  loss_giou_aux_4: 0.4849 (0.5094)  loss_giou_aux_5: 0.5932 (0.6068)  loss_giou_dn_0: 0.6407 (0.6357)  loss_giou_dn_1: 0.5275 (0.5318)  loss_giou_dn_2: 0.5055 (0.5041)  loss_giou_dn_3: 0.4977 (0.4956)  loss_giou_dn_4: 0.4949 (0.4936)  loss_giou_dn_5: 0.4951 (0.4937)  loss_vfl: 0.6987 (0.7186)  loss_vfl_aux_0: 0.8219 (0.8450)  loss_vfl_aux_1: 0.7631 (0.7884)  loss_vfl_aux_2: 0.7303 (0.7479)  loss_vfl_aux_3: 0.7092 (0.7302)  loss_vfl_aux_4: 0.6938 (0.7216)  loss_vfl_aux_5: 0.7793 (0.8184)  loss_vfl_dn_0: 0.4575 (0.4705)  loss_vfl_dn_1: 0.4046 (0.4103)  loss_vfl_dn_2: 0.3880 (0.3933)  loss_vfl_dn_3: 0.3783 (0.3857)  loss_vfl_dn_4: 0.3744 (0.3829)  loss_vfl_dn_5: 0.3741 (0.3821)  time: 0.4855  data: 0.0141  max mem: 5654
Epoch: [18]  [5900/7393]  eta: 0:11:57  lr: 0.000010  loss: 17.3707 (17.3172)  loss_bbox: 0.1627 (0.1708)  loss_bbox_aux_0: 0.1670 (0.1850)  loss_bbox_aux_1: 0.1633 (0.1762)  loss_bbox_aux_2: 0.1575 (0.1733)  loss_bbox_aux_3: 0.1613 (0.1711)  loss_bbox_aux_4: 0.1617 (0.1707)  loss_bbox_aux_5: 0.2225 (0.2263)  loss_bbox_dn_0: 0.3003 (0.3085)  loss_bbox_dn_1: 0.2255 (0.2386)  loss_bbox_dn_2: 0.2072 (0.2168)  loss_bbox_dn_3: 0.2021 (0.2095)  loss_bbox_dn_4: 0.2027 (0.2079)  loss_bbox_dn_5: 0.2027 (0.2079)  loss_giou: 0.5214 (0.5095)  loss_giou_aux_0: 0.5410 (0.5355)  loss_giou_aux_1: 0.5223 (0.5196)  loss_giou_aux_2: 0.5164 (0.5140)  loss_giou_aux_3: 0.5019 (0.5105)  loss_giou_aux_4: 0.5216 (0.5097)  loss_giou_aux_5: 0.6085 (0.6072)  loss_giou_dn_0: 0.6469 (0.6358)  loss_giou_dn_1: 0.5304 (0.5319)  loss_giou_dn_2: 0.5002 (0.5041)  loss_giou_dn_3: 0.4904 (0.4956)  loss_giou_dn_4: 0.4896 (0.4936)  loss_giou_dn_5: 0.4898 (0.4938)  loss_vfl: 0.7301 (0.7185)  loss_vfl_aux_0: 0.8574 (0.8448)  loss_vfl_aux_1: 0.8006 (0.7882)  loss_vfl_aux_2: 0.7454 (0.7478)  loss_vfl_aux_3: 0.7585 (0.7301)  loss_vfl_aux_4: 0.7499 (0.7215)  loss_vfl_aux_5: 0.8051 (0.8181)  loss_vfl_dn_0: 0.4676 (0.4705)  loss_vfl_dn_1: 0.4237 (0.4103)  loss_vfl_dn_2: 0.4007 (0.3933)  loss_vfl_dn_3: 0.3954 (0.3857)  loss_vfl_dn_4: 0.3907 (0.3829)  loss_vfl_dn_5: 0.3902 (0.3821)  time: 0.4753  data: 0.0144  max mem: 5654
Epoch: [18]  [6000/7393]  eta: 0:11:09  lr: 0.000010  loss: 16.5788 (17.3154)  loss_bbox: 0.1636 (0.1707)  loss_bbox_aux_0: 0.1818 (0.1849)  loss_bbox_aux_1: 0.1752 (0.1762)  loss_bbox_aux_2: 0.1682 (0.1732)  loss_bbox_aux_3: 0.1638 (0.1709)  loss_bbox_aux_4: 0.1636 (0.1705)  loss_bbox_aux_5: 0.2003 (0.2262)  loss_bbox_dn_0: 0.2683 (0.3082)  loss_bbox_dn_1: 0.1955 (0.2383)  loss_bbox_dn_2: 0.1822 (0.2166)  loss_bbox_dn_3: 0.1779 (0.2093)  loss_bbox_dn_4: 0.1791 (0.2077)  loss_bbox_dn_5: 0.1791 (0.2077)  loss_giou: 0.4643 (0.5095)  loss_giou_aux_0: 0.4978 (0.5356)  loss_giou_aux_1: 0.4797 (0.5197)  loss_giou_aux_2: 0.4695 (0.5140)  loss_giou_aux_3: 0.4546 (0.5105)  loss_giou_aux_4: 0.4643 (0.5097)  loss_giou_aux_5: 0.5806 (0.6073)  loss_giou_dn_0: 0.6000 (0.6357)  loss_giou_dn_1: 0.4828 (0.5318)  loss_giou_dn_2: 0.4536 (0.5041)  loss_giou_dn_3: 0.4441 (0.4956)  loss_giou_dn_4: 0.4415 (0.4936)  loss_giou_dn_5: 0.4416 (0.4938)  loss_vfl: 0.7212 (0.7186)  loss_vfl_aux_0: 0.8256 (0.8447)  loss_vfl_aux_1: 0.7544 (0.7881)  loss_vfl_aux_2: 0.7244 (0.7478)  loss_vfl_aux_3: 0.7346 (0.7302)  loss_vfl_aux_4: 0.7288 (0.7217)  loss_vfl_aux_5: 0.8015 (0.8180)  loss_vfl_dn_0: 0.4682 (0.4705)  loss_vfl_dn_1: 0.4154 (0.4103)  loss_vfl_dn_2: 0.3951 (0.3933)  loss_vfl_dn_3: 0.3843 (0.3857)  loss_vfl_dn_4: 0.3797 (0.3829)  loss_vfl_dn_5: 0.3785 (0.3821)  time: 0.4782  data: 0.0140  max mem: 5654
Epoch: [18]  [6100/7393]  eta: 0:10:21  lr: 0.000010  loss: 17.7257 (17.3143)  loss_bbox: 0.1624 (0.1707)  loss_bbox_aux_0: 0.1734 (0.1850)  loss_bbox_aux_1: 0.1690 (0.1762)  loss_bbox_aux_2: 0.1672 (0.1733)  loss_bbox_aux_3: 0.1669 (0.1710)  loss_bbox_aux_4: 0.1702 (0.1706)  loss_bbox_aux_5: 0.2088 (0.2263)  loss_bbox_dn_0: 0.2786 (0.3085)  loss_bbox_dn_1: 0.2207 (0.2385)  loss_bbox_dn_2: 0.2011 (0.2168)  loss_bbox_dn_3: 0.1958 (0.2094)  loss_bbox_dn_4: 0.1962 (0.2079)  loss_bbox_dn_5: 0.1962 (0.2078)  loss_giou: 0.5498 (0.5091)  loss_giou_aux_0: 0.5915 (0.5353)  loss_giou_aux_1: 0.5733 (0.5194)  loss_giou_aux_2: 0.5693 (0.5137)  loss_giou_aux_3: 0.5566 (0.5102)  loss_giou_aux_4: 0.5534 (0.5093)  loss_giou_aux_5: 0.6627 (0.6070)  loss_giou_dn_0: 0.6445 (0.6356)  loss_giou_dn_1: 0.5419 (0.5316)  loss_giou_dn_2: 0.5149 (0.5039)  loss_giou_dn_3: 0.5097 (0.4954)  loss_giou_dn_4: 0.5090 (0.4934)  loss_giou_dn_5: 0.5089 (0.4935)  loss_vfl: 0.7239 (0.7189)  loss_vfl_aux_0: 0.8253 (0.8448)  loss_vfl_aux_1: 0.7710 (0.7883)  loss_vfl_aux_2: 0.7452 (0.7479)  loss_vfl_aux_3: 0.7308 (0.7304)  loss_vfl_aux_4: 0.7271 (0.7219)  loss_vfl_aux_5: 0.8197 (0.8180)  loss_vfl_dn_0: 0.4622 (0.4705)  loss_vfl_dn_1: 0.4042 (0.4102)  loss_vfl_dn_2: 0.3865 (0.3933)  loss_vfl_dn_3: 0.3816 (0.3857)  loss_vfl_dn_4: 0.3765 (0.3829)  loss_vfl_dn_5: 0.3766 (0.3820)  time: 0.4781  data: 0.0144  max mem: 5654
Epoch: [18]  [6200/7393]  eta: 0:09:32  lr: 0.000010  loss: 17.1832 (17.3141)  loss_bbox: 0.1567 (0.1707)  loss_bbox_aux_0: 0.1785 (0.1850)  loss_bbox_aux_1: 0.1706 (0.1762)  loss_bbox_aux_2: 0.1657 (0.1733)  loss_bbox_aux_3: 0.1573 (0.1710)  loss_bbox_aux_4: 0.1562 (0.1705)  loss_bbox_aux_5: 0.2234 (0.2263)  loss_bbox_dn_0: 0.2959 (0.3085)  loss_bbox_dn_1: 0.2212 (0.2385)  loss_bbox_dn_2: 0.2074 (0.2169)  loss_bbox_dn_3: 0.2014 (0.2095)  loss_bbox_dn_4: 0.1997 (0.2079)  loss_bbox_dn_5: 0.1997 (0.2079)  loss_giou: 0.4663 (0.5090)  loss_giou_aux_0: 0.4887 (0.5352)  loss_giou_aux_1: 0.4673 (0.5192)  loss_giou_aux_2: 0.4684 (0.5136)  loss_giou_aux_3: 0.4662 (0.5100)  loss_giou_aux_4: 0.4611 (0.5092)  loss_giou_aux_5: 0.5655 (0.6069)  loss_giou_dn_0: 0.6045 (0.6355)  loss_giou_dn_1: 0.4951 (0.5315)  loss_giou_dn_2: 0.4700 (0.5038)  loss_giou_dn_3: 0.4562 (0.4952)  loss_giou_dn_4: 0.4535 (0.4932)  loss_giou_dn_5: 0.4536 (0.4934)  loss_vfl: 0.7563 (0.7191)  loss_vfl_aux_0: 0.8667 (0.8449)  loss_vfl_aux_1: 0.8180 (0.7885)  loss_vfl_aux_2: 0.7744 (0.7482)  loss_vfl_aux_3: 0.7640 (0.7306)  loss_vfl_aux_4: 0.7501 (0.7221)  loss_vfl_aux_5: 0.8259 (0.8183)  loss_vfl_dn_0: 0.4693 (0.4706)  loss_vfl_dn_1: 0.4025 (0.4102)  loss_vfl_dn_2: 0.3849 (0.3932)  loss_vfl_dn_3: 0.3764 (0.3856)  loss_vfl_dn_4: 0.3700 (0.3828)  loss_vfl_dn_5: 0.3708 (0.3820)  time: 0.4770  data: 0.0143  max mem: 5654
Epoch: [18]  [6300/7393]  eta: 0:08:44  lr: 0.000010  loss: 16.6722 (17.3124)  loss_bbox: 0.1523 (0.1707)  loss_bbox_aux_0: 0.1616 (0.1850)  loss_bbox_aux_1: 0.1612 (0.1762)  loss_bbox_aux_2: 0.1562 (0.1733)  loss_bbox_aux_3: 0.1536 (0.1710)  loss_bbox_aux_4: 0.1520 (0.1706)  loss_bbox_aux_5: 0.1901 (0.2263)  loss_bbox_dn_0: 0.2670 (0.3085)  loss_bbox_dn_1: 0.2123 (0.2386)  loss_bbox_dn_2: 0.1951 (0.2168)  loss_bbox_dn_3: 0.1906 (0.2095)  loss_bbox_dn_4: 0.1888 (0.2079)  loss_bbox_dn_5: 0.1889 (0.2079)  loss_giou: 0.5243 (0.5089)  loss_giou_aux_0: 0.5369 (0.5351)  loss_giou_aux_1: 0.5097 (0.5191)  loss_giou_aux_2: 0.5173 (0.5135)  loss_giou_aux_3: 0.5228 (0.5100)  loss_giou_aux_4: 0.5245 (0.5092)  loss_giou_aux_5: 0.5956 (0.6068)  loss_giou_dn_0: 0.6132 (0.6354)  loss_giou_dn_1: 0.5156 (0.5314)  loss_giou_dn_2: 0.4944 (0.5036)  loss_giou_dn_3: 0.4854 (0.4951)  loss_giou_dn_4: 0.4837 (0.4931)  loss_giou_dn_5: 0.4842 (0.4933)  loss_vfl: 0.6753 (0.7190)  loss_vfl_aux_0: 0.7894 (0.8449)  loss_vfl_aux_1: 0.7580 (0.7885)  loss_vfl_aux_2: 0.7223 (0.7481)  loss_vfl_aux_3: 0.6942 (0.7305)  loss_vfl_aux_4: 0.6736 (0.7220)  loss_vfl_aux_5: 0.7881 (0.8181)  loss_vfl_dn_0: 0.4685 (0.4706)  loss_vfl_dn_1: 0.4038 (0.4102)  loss_vfl_dn_2: 0.3858 (0.3932)  loss_vfl_dn_3: 0.3791 (0.3856)  loss_vfl_dn_4: 0.3725 (0.3828)  loss_vfl_dn_5: 0.3719 (0.3820)  time: 0.4614  data: 0.0140  max mem: 5654
Epoch: [18]  [6400/7393]  eta: 0:07:56  lr: 0.000010  loss: 17.4053 (17.3099)  loss_bbox: 0.1805 (0.1707)  loss_bbox_aux_0: 0.1913 (0.1849)  loss_bbox_aux_1: 0.1879 (0.1761)  loss_bbox_aux_2: 0.1855 (0.1732)  loss_bbox_aux_3: 0.1856 (0.1709)  loss_bbox_aux_4: 0.1799 (0.1705)  loss_bbox_aux_5: 0.2166 (0.2261)  loss_bbox_dn_0: 0.2614 (0.3083)  loss_bbox_dn_1: 0.2077 (0.2384)  loss_bbox_dn_2: 0.1991 (0.2166)  loss_bbox_dn_3: 0.1880 (0.2093)  loss_bbox_dn_4: 0.1875 (0.2077)  loss_bbox_dn_5: 0.1874 (0.2077)  loss_giou: 0.5058 (0.5090)  loss_giou_aux_0: 0.5233 (0.5351)  loss_giou_aux_1: 0.5100 (0.5192)  loss_giou_aux_2: 0.5061 (0.5136)  loss_giou_aux_3: 0.5021 (0.5101)  loss_giou_aux_4: 0.5035 (0.5092)  loss_giou_aux_5: 0.6115 (0.6067)  loss_giou_dn_0: 0.6303 (0.6354)  loss_giou_dn_1: 0.5318 (0.5314)  loss_giou_dn_2: 0.5053 (0.5036)  loss_giou_dn_3: 0.4965 (0.4951)  loss_giou_dn_4: 0.4962 (0.4931)  loss_giou_dn_5: 0.4960 (0.4933)  loss_vfl: 0.7088 (0.7188)  loss_vfl_aux_0: 0.8403 (0.8447)  loss_vfl_aux_1: 0.7763 (0.7883)  loss_vfl_aux_2: 0.7409 (0.7479)  loss_vfl_aux_3: 0.7188 (0.7303)  loss_vfl_aux_4: 0.7129 (0.7218)  loss_vfl_aux_5: 0.8046 (0.8182)  loss_vfl_dn_0: 0.4644 (0.4706)  loss_vfl_dn_1: 0.4087 (0.4102)  loss_vfl_dn_2: 0.3965 (0.3932)  loss_vfl_dn_3: 0.3873 (0.3856)  loss_vfl_dn_4: 0.3844 (0.3828)  loss_vfl_dn_5: 0.3832 (0.3820)  time: 0.4647  data: 0.0137  max mem: 5654
Epoch: [18]  [6500/7393]  eta: 0:07:08  lr: 0.000010  loss: 17.8940 (17.3095)  loss_bbox: 0.1759 (0.1707)  loss_bbox_aux_0: 0.1848 (0.1849)  loss_bbox_aux_1: 0.1794 (0.1761)  loss_bbox_aux_2: 0.1758 (0.1732)  loss_bbox_aux_3: 0.1728 (0.1709)  loss_bbox_aux_4: 0.1750 (0.1705)  loss_bbox_aux_5: 0.2301 (0.2261)  loss_bbox_dn_0: 0.3247 (0.3083)  loss_bbox_dn_1: 0.2509 (0.2384)  loss_bbox_dn_2: 0.2334 (0.2167)  loss_bbox_dn_3: 0.2215 (0.2093)  loss_bbox_dn_4: 0.2201 (0.2078)  loss_bbox_dn_5: 0.2202 (0.2078)  loss_giou: 0.4432 (0.5087)  loss_giou_aux_0: 0.4683 (0.5349)  loss_giou_aux_1: 0.4454 (0.5189)  loss_giou_aux_2: 0.4431 (0.5133)  loss_giou_aux_3: 0.4446 (0.5098)  loss_giou_aux_4: 0.4525 (0.5089)  loss_giou_aux_5: 0.5530 (0.6065)  loss_giou_dn_0: 0.6238 (0.6354)  loss_giou_dn_1: 0.5286 (0.5314)  loss_giou_dn_2: 0.4953 (0.5036)  loss_giou_dn_3: 0.4883 (0.4951)  loss_giou_dn_4: 0.4866 (0.4931)  loss_giou_dn_5: 0.4864 (0.4932)  loss_vfl: 0.7296 (0.7190)  loss_vfl_aux_0: 0.8801 (0.8449)  loss_vfl_aux_1: 0.8285 (0.7886)  loss_vfl_aux_2: 0.7693 (0.7481)  loss_vfl_aux_3: 0.7454 (0.7306)  loss_vfl_aux_4: 0.7371 (0.7220)  loss_vfl_aux_5: 0.8525 (0.8183)  loss_vfl_dn_0: 0.4657 (0.4706)  loss_vfl_dn_1: 0.4044 (0.4102)  loss_vfl_dn_2: 0.3877 (0.3932)  loss_vfl_dn_3: 0.3776 (0.3856)  loss_vfl_dn_4: 0.3747 (0.3828)  loss_vfl_dn_5: 0.3766 (0.3820)  time: 0.4768  data: 0.0140  max mem: 5654
Epoch: [18]  [6600/7393]  eta: 0:06:20  lr: 0.000010  loss: 17.0734 (17.3082)  loss_bbox: 0.1833 (0.1707)  loss_bbox_aux_0: 0.1943 (0.1850)  loss_bbox_aux_1: 0.1835 (0.1762)  loss_bbox_aux_2: 0.1860 (0.1732)  loss_bbox_aux_3: 0.1827 (0.1710)  loss_bbox_aux_4: 0.1833 (0.1706)  loss_bbox_aux_5: 0.2300 (0.2262)  loss_bbox_dn_0: 0.2887 (0.3085)  loss_bbox_dn_1: 0.2297 (0.2385)  loss_bbox_dn_2: 0.2116 (0.2168)  loss_bbox_dn_3: 0.2049 (0.2094)  loss_bbox_dn_4: 0.2037 (0.2078)  loss_bbox_dn_5: 0.2037 (0.2078)  loss_giou: 0.4796 (0.5086)  loss_giou_aux_0: 0.5078 (0.5348)  loss_giou_aux_1: 0.4837 (0.5188)  loss_giou_aux_2: 0.4744 (0.5132)  loss_giou_aux_3: 0.4788 (0.5097)  loss_giou_aux_4: 0.4795 (0.5088)  loss_giou_aux_5: 0.5715 (0.6064)  loss_giou_dn_0: 0.6092 (0.6353)  loss_giou_dn_1: 0.4986 (0.5313)  loss_giou_dn_2: 0.4732 (0.5035)  loss_giou_dn_3: 0.4662 (0.4950)  loss_giou_dn_4: 0.4635 (0.4930)  loss_giou_dn_5: 0.4636 (0.4931)  loss_vfl: 0.7051 (0.7190)  loss_vfl_aux_0: 0.8566 (0.8448)  loss_vfl_aux_1: 0.7889 (0.7885)  loss_vfl_aux_2: 0.7509 (0.7481)  loss_vfl_aux_3: 0.7235 (0.7305)  loss_vfl_aux_4: 0.7117 (0.7220)  loss_vfl_aux_5: 0.8182 (0.8182)  loss_vfl_dn_0: 0.4585 (0.4705)  loss_vfl_dn_1: 0.4045 (0.4101)  loss_vfl_dn_2: 0.3861 (0.3931)  loss_vfl_dn_3: 0.3783 (0.3855)  loss_vfl_dn_4: 0.3789 (0.3827)  loss_vfl_dn_5: 0.3801 (0.3819)  time: 0.4794  data: 0.0133  max mem: 5654
Epoch: [18]  [6700/7393]  eta: 0:05:32  lr: 0.000010  loss: 17.6064 (17.3089)  loss_bbox: 0.1666 (0.1708)  loss_bbox_aux_0: 0.1778 (0.1851)  loss_bbox_aux_1: 0.1737 (0.1762)  loss_bbox_aux_2: 0.1707 (0.1733)  loss_bbox_aux_3: 0.1647 (0.1711)  loss_bbox_aux_4: 0.1693 (0.1706)  loss_bbox_aux_5: 0.2185 (0.2262)  loss_bbox_dn_0: 0.2935 (0.3086)  loss_bbox_dn_1: 0.2299 (0.2386)  loss_bbox_dn_2: 0.2061 (0.2168)  loss_bbox_dn_3: 0.1999 (0.2095)  loss_bbox_dn_4: 0.1994 (0.2079)  loss_bbox_dn_5: 0.1994 (0.2079)  loss_giou: 0.5175 (0.5086)  loss_giou_aux_0: 0.5385 (0.5348)  loss_giou_aux_1: 0.5356 (0.5188)  loss_giou_aux_2: 0.5160 (0.5133)  loss_giou_aux_3: 0.5223 (0.5097)  loss_giou_aux_4: 0.5127 (0.5088)  loss_giou_aux_5: 0.6370 (0.6064)  loss_giou_dn_0: 0.6395 (0.6353)  loss_giou_dn_1: 0.5502 (0.5312)  loss_giou_dn_2: 0.5169 (0.5035)  loss_giou_dn_3: 0.5045 (0.4950)  loss_giou_dn_4: 0.5031 (0.4930)  loss_giou_dn_5: 0.5031 (0.4931)  loss_vfl: 0.6944 (0.7190)  loss_vfl_aux_0: 0.8092 (0.8448)  loss_vfl_aux_1: 0.7518 (0.7884)  loss_vfl_aux_2: 0.7245 (0.7481)  loss_vfl_aux_3: 0.7018 (0.7305)  loss_vfl_aux_4: 0.6908 (0.7220)  loss_vfl_aux_5: 0.7744 (0.8182)  loss_vfl_dn_0: 0.4643 (0.4705)  loss_vfl_dn_1: 0.4128 (0.4101)  loss_vfl_dn_2: 0.3939 (0.3931)  loss_vfl_dn_3: 0.3866 (0.3855)  loss_vfl_dn_4: 0.3822 (0.3827)  loss_vfl_dn_5: 0.3816 (0.3819)  time: 0.4729  data: 0.0139  max mem: 5654
Epoch: [18]  [6800/7393]  eta: 0:04:44  lr: 0.000010  loss: 16.8728 (17.3081)  loss_bbox: 0.1670 (0.1707)  loss_bbox_aux_0: 0.1877 (0.1850)  loss_bbox_aux_1: 0.1780 (0.1762)  loss_bbox_aux_2: 0.1762 (0.1733)  loss_bbox_aux_3: 0.1713 (0.1710)  loss_bbox_aux_4: 0.1682 (0.1706)  loss_bbox_aux_5: 0.2316 (0.2261)  loss_bbox_dn_0: 0.3088 (0.3085)  loss_bbox_dn_1: 0.2497 (0.2385)  loss_bbox_dn_2: 0.2261 (0.2168)  loss_bbox_dn_3: 0.2212 (0.2094)  loss_bbox_dn_4: 0.2200 (0.2078)  loss_bbox_dn_5: 0.2201 (0.2078)  loss_giou: 0.4724 (0.5086)  loss_giou_aux_0: 0.4855 (0.5348)  loss_giou_aux_1: 0.4846 (0.5188)  loss_giou_aux_2: 0.4662 (0.5132)  loss_giou_aux_3: 0.4631 (0.5097)  loss_giou_aux_4: 0.4681 (0.5088)  loss_giou_aux_5: 0.5750 (0.6064)  loss_giou_dn_0: 0.6228 (0.6353)  loss_giou_dn_1: 0.5073 (0.5313)  loss_giou_dn_2: 0.4761 (0.5035)  loss_giou_dn_3: 0.4678 (0.4950)  loss_giou_dn_4: 0.4682 (0.4930)  loss_giou_dn_5: 0.4681 (0.4931)  loss_vfl: 0.7298 (0.7190)  loss_vfl_aux_0: 0.8523 (0.8448)  loss_vfl_aux_1: 0.7882 (0.7884)  loss_vfl_aux_2: 0.7544 (0.7481)  loss_vfl_aux_3: 0.7420 (0.7305)  loss_vfl_aux_4: 0.7300 (0.7220)  loss_vfl_aux_5: 0.7944 (0.8181)  loss_vfl_dn_0: 0.4710 (0.4705)  loss_vfl_dn_1: 0.4064 (0.4101)  loss_vfl_dn_2: 0.3943 (0.3931)  loss_vfl_dn_3: 0.3842 (0.3856)  loss_vfl_dn_4: 0.3807 (0.3828)  loss_vfl_dn_5: 0.3784 (0.3819)  time: 0.4804  data: 0.0142  max mem: 5654
Epoch: [18]  [6900/7393]  eta: 0:03:56  lr: 0.000010  loss: 17.8105 (17.3071)  loss_bbox: 0.1683 (0.1707)  loss_bbox_aux_0: 0.1770 (0.1849)  loss_bbox_aux_1: 0.1696 (0.1761)  loss_bbox_aux_2: 0.1670 (0.1732)  loss_bbox_aux_3: 0.1669 (0.1710)  loss_bbox_aux_4: 0.1682 (0.1706)  loss_bbox_aux_5: 0.2132 (0.2261)  loss_bbox_dn_0: 0.2911 (0.3084)  loss_bbox_dn_1: 0.2223 (0.2384)  loss_bbox_dn_2: 0.2002 (0.2167)  loss_bbox_dn_3: 0.1893 (0.2093)  loss_bbox_dn_4: 0.1889 (0.2078)  loss_bbox_dn_5: 0.1891 (0.2077)  loss_giou: 0.5433 (0.5086)  loss_giou_aux_0: 0.5618 (0.5348)  loss_giou_aux_1: 0.5557 (0.5188)  loss_giou_aux_2: 0.5519 (0.5133)  loss_giou_aux_3: 0.5431 (0.5097)  loss_giou_aux_4: 0.5496 (0.5089)  loss_giou_aux_5: 0.6385 (0.6064)  loss_giou_dn_0: 0.6529 (0.6353)  loss_giou_dn_1: 0.5470 (0.5313)  loss_giou_dn_2: 0.5168 (0.5035)  loss_giou_dn_3: 0.5111 (0.4950)  loss_giou_dn_4: 0.5103 (0.4930)  loss_giou_dn_5: 0.5103 (0.4931)  loss_vfl: 0.7221 (0.7190)  loss_vfl_aux_0: 0.8341 (0.8448)  loss_vfl_aux_1: 0.7880 (0.7884)  loss_vfl_aux_2: 0.7704 (0.7481)  loss_vfl_aux_3: 0.7448 (0.7305)  loss_vfl_aux_4: 0.7232 (0.7220)  loss_vfl_aux_5: 0.7863 (0.8180)  loss_vfl_dn_0: 0.4720 (0.4705)  loss_vfl_dn_1: 0.4158 (0.4101)  loss_vfl_dn_2: 0.3955 (0.3931)  loss_vfl_dn_3: 0.3916 (0.3855)  loss_vfl_dn_4: 0.3873 (0.3827)  loss_vfl_dn_5: 0.3873 (0.3819)  time: 0.4686  data: 0.0140  max mem: 5654
Epoch: [18]  [7000/7393]  eta: 0:03:08  lr: 0.000010  loss: 16.9853 (17.3044)  loss_bbox: 0.1528 (0.1706)  loss_bbox_aux_0: 0.1689 (0.1848)  loss_bbox_aux_1: 0.1557 (0.1760)  loss_bbox_aux_2: 0.1562 (0.1731)  loss_bbox_aux_3: 0.1501 (0.1709)  loss_bbox_aux_4: 0.1514 (0.1704)  loss_bbox_aux_5: 0.2026 (0.2260)  loss_bbox_dn_0: 0.3258 (0.3084)  loss_bbox_dn_1: 0.2477 (0.2384)  loss_bbox_dn_2: 0.2298 (0.2167)  loss_bbox_dn_3: 0.2161 (0.2093)  loss_bbox_dn_4: 0.2152 (0.2077)  loss_bbox_dn_5: 0.2152 (0.2077)  loss_giou: 0.4544 (0.5084)  loss_giou_aux_0: 0.4623 (0.5345)  loss_giou_aux_1: 0.4625 (0.5185)  loss_giou_aux_2: 0.4597 (0.5130)  loss_giou_aux_3: 0.4593 (0.5095)  loss_giou_aux_4: 0.4594 (0.5086)  loss_giou_aux_5: 0.5432 (0.6062)  loss_giou_dn_0: 0.6067 (0.6351)  loss_giou_dn_1: 0.4993 (0.5311)  loss_giou_dn_2: 0.4767 (0.5033)  loss_giou_dn_3: 0.4666 (0.4948)  loss_giou_dn_4: 0.4645 (0.4928)  loss_giou_dn_5: 0.4648 (0.4929)  loss_vfl: 0.7086 (0.7192)  loss_vfl_aux_0: 0.8678 (0.8451)  loss_vfl_aux_1: 0.7708 (0.7886)  loss_vfl_aux_2: 0.7392 (0.7482)  loss_vfl_aux_3: 0.7185 (0.7307)  loss_vfl_aux_4: 0.6998 (0.7221)  loss_vfl_aux_5: 0.8385 (0.8181)  loss_vfl_dn_0: 0.4637 (0.4705)  loss_vfl_dn_1: 0.4058 (0.4100)  loss_vfl_dn_2: 0.3881 (0.3931)  loss_vfl_dn_3: 0.3839 (0.3855)  loss_vfl_dn_4: 0.3782 (0.3827)  loss_vfl_dn_5: 0.3783 (0.3818)  time: 0.4640  data: 0.0142  max mem: 5654
Epoch: [18]  [7100/7393]  eta: 0:02:20  lr: 0.000010  loss: 17.0917 (17.3036)  loss_bbox: 0.1665 (0.1705)  loss_bbox_aux_0: 0.1698 (0.1848)  loss_bbox_aux_1: 0.1552 (0.1759)  loss_bbox_aux_2: 0.1630 (0.1730)  loss_bbox_aux_3: 0.1655 (0.1708)  loss_bbox_aux_4: 0.1654 (0.1704)  loss_bbox_aux_5: 0.2105 (0.2260)  loss_bbox_dn_0: 0.3020 (0.3083)  loss_bbox_dn_1: 0.2366 (0.2383)  loss_bbox_dn_2: 0.2023 (0.2166)  loss_bbox_dn_3: 0.1944 (0.2092)  loss_bbox_dn_4: 0.1926 (0.2076)  loss_bbox_dn_5: 0.1927 (0.2076)  loss_giou: 0.4914 (0.5083)  loss_giou_aux_0: 0.5225 (0.5345)  loss_giou_aux_1: 0.4971 (0.5185)  loss_giou_aux_2: 0.5014 (0.5129)  loss_giou_aux_3: 0.4935 (0.5094)  loss_giou_aux_4: 0.4918 (0.5086)  loss_giou_aux_5: 0.5973 (0.6061)  loss_giou_dn_0: 0.6331 (0.6351)  loss_giou_dn_1: 0.5303 (0.5311)  loss_giou_dn_2: 0.5049 (0.5033)  loss_giou_dn_3: 0.4948 (0.4948)  loss_giou_dn_4: 0.4952 (0.4928)  loss_giou_dn_5: 0.4969 (0.4930)  loss_vfl: 0.6798 (0.7193)  loss_vfl_aux_0: 0.7826 (0.8451)  loss_vfl_aux_1: 0.7274 (0.7886)  loss_vfl_aux_2: 0.6911 (0.7483)  loss_vfl_aux_3: 0.6880 (0.7308)  loss_vfl_aux_4: 0.6786 (0.7223)  loss_vfl_aux_5: 0.7785 (0.8182)  loss_vfl_dn_0: 0.4578 (0.4705)  loss_vfl_dn_1: 0.4060 (0.4100)  loss_vfl_dn_2: 0.3898 (0.3931)  loss_vfl_dn_3: 0.3784 (0.3855)  loss_vfl_dn_4: 0.3723 (0.3827)  loss_vfl_dn_5: 0.3733 (0.3818)  time: 0.4700  data: 0.0146  max mem: 5654
Epoch: [18]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 16.5586 (17.2998)  loss_bbox: 0.1636 (0.1705)  loss_bbox_aux_0: 0.1798 (0.1848)  loss_bbox_aux_1: 0.1689 (0.1759)  loss_bbox_aux_2: 0.1743 (0.1730)  loss_bbox_aux_3: 0.1663 (0.1708)  loss_bbox_aux_4: 0.1646 (0.1704)  loss_bbox_aux_5: 0.2291 (0.2259)  loss_bbox_dn_0: 0.3135 (0.3083)  loss_bbox_dn_1: 0.2298 (0.2383)  loss_bbox_dn_2: 0.2016 (0.2165)  loss_bbox_dn_3: 0.1869 (0.2091)  loss_bbox_dn_4: 0.1845 (0.2076)  loss_bbox_dn_5: 0.1843 (0.2076)  loss_giou: 0.4608 (0.5081)  loss_giou_aux_0: 0.4905 (0.5342)  loss_giou_aux_1: 0.4804 (0.5182)  loss_giou_aux_2: 0.4642 (0.5127)  loss_giou_aux_3: 0.4617 (0.5092)  loss_giou_aux_4: 0.4627 (0.5083)  loss_giou_aux_5: 0.5570 (0.6059)  loss_giou_dn_0: 0.5854 (0.6350)  loss_giou_dn_1: 0.4884 (0.5309)  loss_giou_dn_2: 0.4535 (0.5032)  loss_giou_dn_3: 0.4438 (0.4946)  loss_giou_dn_4: 0.4398 (0.4926)  loss_giou_dn_5: 0.4399 (0.4928)  loss_vfl: 0.6977 (0.7193)  loss_vfl_aux_0: 0.8301 (0.8450)  loss_vfl_aux_1: 0.7673 (0.7886)  loss_vfl_aux_2: 0.7288 (0.7482)  loss_vfl_aux_3: 0.7102 (0.7307)  loss_vfl_aux_4: 0.7059 (0.7222)  loss_vfl_aux_5: 0.8069 (0.8182)  loss_vfl_dn_0: 0.4693 (0.4705)  loss_vfl_dn_1: 0.4077 (0.4100)  loss_vfl_dn_2: 0.3870 (0.3930)  loss_vfl_dn_3: 0.3773 (0.3854)  loss_vfl_dn_4: 0.3767 (0.3826)  loss_vfl_dn_5: 0.3780 (0.3818)  time: 0.4609  data: 0.0140  max mem: 5654
Epoch: [18]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 17.1254 (17.3030)  loss_bbox: 0.1750 (0.1706)  loss_bbox_aux_0: 0.1889 (0.1848)  loss_bbox_aux_1: 0.1811 (0.1760)  loss_bbox_aux_2: 0.1746 (0.1731)  loss_bbox_aux_3: 0.1695 (0.1709)  loss_bbox_aux_4: 0.1736 (0.1705)  loss_bbox_aux_5: 0.2203 (0.2260)  loss_bbox_dn_0: 0.3106 (0.3083)  loss_bbox_dn_1: 0.2326 (0.2383)  loss_bbox_dn_2: 0.2093 (0.2166)  loss_bbox_dn_3: 0.2011 (0.2092)  loss_bbox_dn_4: 0.1971 (0.2076)  loss_bbox_dn_5: 0.1973 (0.2076)  loss_giou: 0.4847 (0.5083)  loss_giou_aux_0: 0.5077 (0.5344)  loss_giou_aux_1: 0.5013 (0.5184)  loss_giou_aux_2: 0.5042 (0.5129)  loss_giou_aux_3: 0.4901 (0.5094)  loss_giou_aux_4: 0.4927 (0.5085)  loss_giou_aux_5: 0.5761 (0.6060)  loss_giou_dn_0: 0.5999 (0.6351)  loss_giou_dn_1: 0.5052 (0.5310)  loss_giou_dn_2: 0.4751 (0.5033)  loss_giou_dn_3: 0.4672 (0.4948)  loss_giou_dn_4: 0.4653 (0.4928)  loss_giou_dn_5: 0.4654 (0.4929)  loss_vfl: 0.6940 (0.7194)  loss_vfl_aux_0: 0.8414 (0.8450)  loss_vfl_aux_1: 0.7685 (0.7886)  loss_vfl_aux_2: 0.7385 (0.7483)  loss_vfl_aux_3: 0.7138 (0.7309)  loss_vfl_aux_4: 0.7022 (0.7223)  loss_vfl_aux_5: 0.8428 (0.8182)  loss_vfl_dn_0: 0.4699 (0.4704)  loss_vfl_dn_1: 0.4050 (0.4100)  loss_vfl_dn_2: 0.3937 (0.3930)  loss_vfl_dn_3: 0.3854 (0.3854)  loss_vfl_dn_4: 0.3831 (0.3826)  loss_vfl_dn_5: 0.3801 (0.3818)  time: 0.4837  data: 0.0140  max mem: 5654
Epoch: [18]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 17.7706 (17.3043)  loss_bbox: 0.1626 (0.1706)  loss_bbox_aux_0: 0.1959 (0.1849)  loss_bbox_aux_1: 0.1721 (0.1760)  loss_bbox_aux_2: 0.1636 (0.1731)  loss_bbox_aux_3: 0.1671 (0.1709)  loss_bbox_aux_4: 0.1590 (0.1705)  loss_bbox_aux_5: 0.2259 (0.2260)  loss_bbox_dn_0: 0.3310 (0.3083)  loss_bbox_dn_1: 0.2479 (0.2383)  loss_bbox_dn_2: 0.2257 (0.2166)  loss_bbox_dn_3: 0.2208 (0.2092)  loss_bbox_dn_4: 0.2221 (0.2076)  loss_bbox_dn_5: 0.2219 (0.2076)  loss_giou: 0.5432 (0.5084)  loss_giou_aux_0: 0.5687 (0.5346)  loss_giou_aux_1: 0.5618 (0.5186)  loss_giou_aux_2: 0.5433 (0.5131)  loss_giou_aux_3: 0.5453 (0.5095)  loss_giou_aux_4: 0.5360 (0.5087)  loss_giou_aux_5: 0.6387 (0.6062)  loss_giou_dn_0: 0.6594 (0.6352)  loss_giou_dn_1: 0.5469 (0.5312)  loss_giou_dn_2: 0.5205 (0.5034)  loss_giou_dn_3: 0.5110 (0.4949)  loss_giou_dn_4: 0.5098 (0.4929)  loss_giou_dn_5: 0.5096 (0.4930)  loss_vfl: 0.7092 (0.7194)  loss_vfl_aux_0: 0.8481 (0.8449)  loss_vfl_aux_1: 0.8008 (0.7885)  loss_vfl_aux_2: 0.7733 (0.7482)  loss_vfl_aux_3: 0.7232 (0.7308)  loss_vfl_aux_4: 0.7171 (0.7222)  loss_vfl_aux_5: 0.8003 (0.8180)  loss_vfl_dn_0: 0.4752 (0.4704)  loss_vfl_dn_1: 0.4113 (0.4100)  loss_vfl_dn_2: 0.4002 (0.3930)  loss_vfl_dn_3: 0.3947 (0.3854)  loss_vfl_dn_4: 0.3914 (0.3826)  loss_vfl_dn_5: 0.3868 (0.3818)  time: 0.4767  data: 0.0146  max mem: 5654
Epoch: [18] Total time: 0:59:01 (0.4791 s / it)
Averaged stats: lr: 0.000010  loss: 17.7706 (17.3043)  loss_bbox: 0.1626 (0.1706)  loss_bbox_aux_0: 0.1959 (0.1849)  loss_bbox_aux_1: 0.1721 (0.1760)  loss_bbox_aux_2: 0.1636 (0.1731)  loss_bbox_aux_3: 0.1671 (0.1709)  loss_bbox_aux_4: 0.1590 (0.1705)  loss_bbox_aux_5: 0.2259 (0.2260)  loss_bbox_dn_0: 0.3310 (0.3083)  loss_bbox_dn_1: 0.2479 (0.2383)  loss_bbox_dn_2: 0.2257 (0.2166)  loss_bbox_dn_3: 0.2208 (0.2092)  loss_bbox_dn_4: 0.2221 (0.2076)  loss_bbox_dn_5: 0.2219 (0.2076)  loss_giou: 0.5432 (0.5084)  loss_giou_aux_0: 0.5687 (0.5346)  loss_giou_aux_1: 0.5618 (0.5186)  loss_giou_aux_2: 0.5433 (0.5131)  loss_giou_aux_3: 0.5453 (0.5095)  loss_giou_aux_4: 0.5360 (0.5087)  loss_giou_aux_5: 0.6387 (0.6062)  loss_giou_dn_0: 0.6594 (0.6352)  loss_giou_dn_1: 0.5469 (0.5312)  loss_giou_dn_2: 0.5205 (0.5034)  loss_giou_dn_3: 0.5110 (0.4949)  loss_giou_dn_4: 0.5098 (0.4929)  loss_giou_dn_5: 0.5096 (0.4930)  loss_vfl: 0.7092 (0.7194)  loss_vfl_aux_0: 0.8481 (0.8449)  loss_vfl_aux_1: 0.8008 (0.7885)  loss_vfl_aux_2: 0.7733 (0.7482)  loss_vfl_aux_3: 0.7232 (0.7308)  loss_vfl_aux_4: 0.7171 (0.7222)  loss_vfl_aux_5: 0.8003 (0.8180)  loss_vfl_dn_0: 0.4752 (0.4704)  loss_vfl_dn_1: 0.4113 (0.4100)  loss_vfl_dn_2: 0.4002 (0.3930)  loss_vfl_dn_3: 0.3947 (0.3854)  loss_vfl_dn_4: 0.3914 (0.3826)  loss_vfl_dn_5: 0.3868 (0.3818)
Test:  [  0/157]  eta: 0:03:58    time: 1.5183  data: 1.1052  max mem: 5654
Test:  [ 10/157]  eta: 0:01:12    time: 0.4914  data: 0.1227  max mem: 5654
Test:  [ 20/157]  eta: 0:01:00    time: 0.3893  data: 0.0254  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3893  data: 0.0267  max mem: 5654
Test:  [ 40/157]  eta: 0:00:48    time: 0.3852  data: 0.0269  max mem: 5654
Test:  [ 50/157]  eta: 0:00:43    time: 0.3884  data: 0.0265  max mem: 5654
Test:  [ 60/157]  eta: 0:00:39    time: 0.3939  data: 0.0263  max mem: 5654
Test:  [ 70/157]  eta: 0:00:35    time: 0.3844  data: 0.0259  max mem: 5654
Test:  [ 80/157]  eta: 0:00:31    time: 0.3866  data: 0.0258  max mem: 5654
Test:  [ 90/157]  eta: 0:00:26    time: 0.3948  data: 0.0257  max mem: 5654
Test:  [100/157]  eta: 0:00:22    time: 0.3832  data: 0.0255  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.6729  data: 0.0259  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.6735  data: 0.0263  max mem: 5654
Test:  [130/157]  eta: 0:00:11    time: 0.3822  data: 0.0264  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3785  data: 0.0260  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3648  data: 0.0254  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3570  data: 0.0252  max mem: 5654
Test: Total time: 0:01:07 (0.4294 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=31.83s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.503
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.683
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.547
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.322
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.550
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.684
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.379
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.633
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.705
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.521
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.755
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
best_stat:  {'epoch': 18, 'coco_eval_bbox': 0.5027497221493819}
Epoch: [19]  [   0/7393]  eta: 16:51:14  lr: 0.000010  loss: 15.6698 (15.6698)  loss_bbox: 0.1497 (0.1497)  loss_bbox_aux_0: 0.1508 (0.1508)  loss_bbox_aux_1: 0.1389 (0.1389)  loss_bbox_aux_2: 0.1524 (0.1524)  loss_bbox_aux_3: 0.1471 (0.1471)  loss_bbox_aux_4: 0.1449 (0.1449)  loss_bbox_aux_5: 0.1815 (0.1815)  loss_bbox_dn_0: 0.2705 (0.2705)  loss_bbox_dn_1: 0.2020 (0.2020)  loss_bbox_dn_2: 0.1806 (0.1806)  loss_bbox_dn_3: 0.1730 (0.1730)  loss_bbox_dn_4: 0.1717 (0.1717)  loss_bbox_dn_5: 0.1710 (0.1710)  loss_giou: 0.4452 (0.4452)  loss_giou_aux_0: 0.4583 (0.4583)  loss_giou_aux_1: 0.4448 (0.4448)  loss_giou_aux_2: 0.4535 (0.4535)  loss_giou_aux_3: 0.4379 (0.4379)  loss_giou_aux_4: 0.4354 (0.4354)  loss_giou_aux_5: 0.5237 (0.5237)  loss_giou_dn_0: 0.5806 (0.5806)  loss_giou_dn_1: 0.4840 (0.4840)  loss_giou_dn_2: 0.4564 (0.4564)  loss_giou_dn_3: 0.4485 (0.4485)  loss_giou_dn_4: 0.4456 (0.4456)  loss_giou_dn_5: 0.4455 (0.4455)  loss_vfl: 0.6588 (0.6588)  loss_vfl_aux_0: 0.8047 (0.8047)  loss_vfl_aux_1: 0.7742 (0.7742)  loss_vfl_aux_2: 0.7055 (0.7055)  loss_vfl_aux_3: 0.6902 (0.6902)  loss_vfl_aux_4: 0.6782 (0.6782)  loss_vfl_aux_5: 0.7846 (0.7846)  loss_vfl_dn_0: 0.4492 (0.4492)  loss_vfl_dn_1: 0.3848 (0.3848)  loss_vfl_dn_2: 0.3676 (0.3676)  loss_vfl_dn_3: 0.3611 (0.3611)  loss_vfl_dn_4: 0.3594 (0.3594)  loss_vfl_dn_5: 0.3581 (0.3581)  time: 8.2070  data: 1.5171  max mem: 5654
Epoch: [19]  [ 100/7393]  eta: 1:07:09  lr: 0.000010  loss: 16.6268 (17.1368)  loss_bbox: 0.1557 (0.1633)  loss_bbox_aux_0: 0.1742 (0.1798)  loss_bbox_aux_1: 0.1595 (0.1705)  loss_bbox_aux_2: 0.1583 (0.1677)  loss_bbox_aux_3: 0.1571 (0.1642)  loss_bbox_aux_4: 0.1619 (0.1635)  loss_bbox_aux_5: 0.2146 (0.2204)  loss_bbox_dn_0: 0.3012 (0.3040)  loss_bbox_dn_1: 0.2169 (0.2340)  loss_bbox_dn_2: 0.2056 (0.2124)  loss_bbox_dn_3: 0.2019 (0.2053)  loss_bbox_dn_4: 0.1975 (0.2037)  loss_bbox_dn_5: 0.1975 (0.2037)  loss_giou: 0.4683 (0.4957)  loss_giou_aux_0: 0.5036 (0.5242)  loss_giou_aux_1: 0.4711 (0.5058)  loss_giou_aux_2: 0.4704 (0.5018)  loss_giou_aux_3: 0.4664 (0.4969)  loss_giou_aux_4: 0.4633 (0.4959)  loss_giou_aux_5: 0.5750 (0.5959)  loss_giou_dn_0: 0.6110 (0.6244)  loss_giou_dn_1: 0.5072 (0.5203)  loss_giou_dn_2: 0.4825 (0.4930)  loss_giou_dn_3: 0.4731 (0.4849)  loss_giou_dn_4: 0.4714 (0.4830)  loss_giou_dn_5: 0.4716 (0.4831)  loss_vfl: 0.7302 (0.7299)  loss_vfl_aux_0: 0.8524 (0.8455)  loss_vfl_aux_1: 0.8057 (0.7969)  loss_vfl_aux_2: 0.7488 (0.7541)  loss_vfl_aux_3: 0.7480 (0.7396)  loss_vfl_aux_4: 0.7461 (0.7327)  loss_vfl_aux_5: 0.8484 (0.8274)  loss_vfl_dn_0: 0.4809 (0.4703)  loss_vfl_dn_1: 0.4117 (0.4088)  loss_vfl_dn_2: 0.3937 (0.3912)  loss_vfl_dn_3: 0.3839 (0.3831)  loss_vfl_dn_4: 0.3803 (0.3802)  loss_vfl_dn_5: 0.3792 (0.3796)  time: 0.4867  data: 0.0160  max mem: 5654
Epoch: [19]  [ 200/7393]  eta: 1:01:29  lr: 0.000010  loss: 16.9318 (17.1399)  loss_bbox: 0.1498 (0.1655)  loss_bbox_aux_0: 0.1699 (0.1815)  loss_bbox_aux_1: 0.1629 (0.1723)  loss_bbox_aux_2: 0.1648 (0.1699)  loss_bbox_aux_3: 0.1540 (0.1667)  loss_bbox_aux_4: 0.1508 (0.1659)  loss_bbox_aux_5: 0.1948 (0.2204)  loss_bbox_dn_0: 0.2970 (0.3040)  loss_bbox_dn_1: 0.2285 (0.2339)  loss_bbox_dn_2: 0.2015 (0.2122)  loss_bbox_dn_3: 0.1977 (0.2053)  loss_bbox_dn_4: 0.1947 (0.2037)  loss_bbox_dn_5: 0.1948 (0.2037)  loss_giou: 0.4826 (0.5013)  loss_giou_aux_0: 0.5236 (0.5277)  loss_giou_aux_1: 0.5036 (0.5102)  loss_giou_aux_2: 0.4928 (0.5066)  loss_giou_aux_3: 0.4927 (0.5025)  loss_giou_aux_4: 0.4707 (0.5013)  loss_giou_aux_5: 0.5940 (0.5994)  loss_giou_dn_0: 0.6275 (0.6296)  loss_giou_dn_1: 0.5198 (0.5242)  loss_giou_dn_2: 0.4884 (0.4965)  loss_giou_dn_3: 0.4809 (0.4883)  loss_giou_dn_4: 0.4772 (0.4862)  loss_giou_dn_5: 0.4772 (0.4863)  loss_vfl: 0.7041 (0.7197)  loss_vfl_aux_0: 0.8046 (0.8379)  loss_vfl_aux_1: 0.7807 (0.7890)  loss_vfl_aux_2: 0.7396 (0.7471)  loss_vfl_aux_3: 0.7104 (0.7299)  loss_vfl_aux_4: 0.6987 (0.7225)  loss_vfl_aux_5: 0.7838 (0.8163)  loss_vfl_dn_0: 0.4596 (0.4688)  loss_vfl_dn_1: 0.4011 (0.4084)  loss_vfl_dn_2: 0.3820 (0.3911)  loss_vfl_dn_3: 0.3751 (0.3834)  loss_vfl_dn_4: 0.3712 (0.3807)  loss_vfl_dn_5: 0.3691 (0.3799)  time: 0.4715  data: 0.0150  max mem: 5654
Epoch: [19]  [ 300/7393]  eta: 0:59:06  lr: 0.000010  loss: 17.5147 (17.1497)  loss_bbox: 0.1637 (0.1658)  loss_bbox_aux_0: 0.1765 (0.1813)  loss_bbox_aux_1: 0.1653 (0.1717)  loss_bbox_aux_2: 0.1617 (0.1692)  loss_bbox_aux_3: 0.1625 (0.1663)  loss_bbox_aux_4: 0.1637 (0.1658)  loss_bbox_aux_5: 0.2213 (0.2199)  loss_bbox_dn_0: 0.2773 (0.3038)  loss_bbox_dn_1: 0.2138 (0.2334)  loss_bbox_dn_2: 0.1960 (0.2118)  loss_bbox_dn_3: 0.1909 (0.2047)  loss_bbox_dn_4: 0.1897 (0.2032)  loss_bbox_dn_5: 0.1897 (0.2032)  loss_giou: 0.5376 (0.5045)  loss_giou_aux_0: 0.5512 (0.5306)  loss_giou_aux_1: 0.5519 (0.5138)  loss_giou_aux_2: 0.5460 (0.5094)  loss_giou_aux_3: 0.5397 (0.5053)  loss_giou_aux_4: 0.5296 (0.5042)  loss_giou_aux_5: 0.6254 (0.6006)  loss_giou_dn_0: 0.6486 (0.6310)  loss_giou_dn_1: 0.5523 (0.5255)  loss_giou_dn_2: 0.5229 (0.4975)  loss_giou_dn_3: 0.5096 (0.4893)  loss_giou_dn_4: 0.5055 (0.4873)  loss_giou_dn_5: 0.5055 (0.4874)  loss_vfl: 0.6836 (0.7166)  loss_vfl_aux_0: 0.8016 (0.8360)  loss_vfl_aux_1: 0.7544 (0.7855)  loss_vfl_aux_2: 0.7068 (0.7462)  loss_vfl_aux_3: 0.7100 (0.7282)  loss_vfl_aux_4: 0.6956 (0.7202)  loss_vfl_aux_5: 0.7875 (0.8162)  loss_vfl_dn_0: 0.4688 (0.4693)  loss_vfl_dn_1: 0.4217 (0.4088)  loss_vfl_dn_2: 0.3981 (0.3917)  loss_vfl_dn_3: 0.3888 (0.3838)  loss_vfl_dn_4: 0.3862 (0.3808)  loss_vfl_dn_5: 0.3848 (0.3801)  time: 0.4750  data: 0.0146  max mem: 5654
Epoch: [19]  [ 400/7393]  eta: 0:57:35  lr: 0.000010  loss: 17.0711 (17.1215)  loss_bbox: 0.1592 (0.1661)  loss_bbox_aux_0: 0.1749 (0.1822)  loss_bbox_aux_1: 0.1607 (0.1722)  loss_bbox_aux_2: 0.1575 (0.1694)  loss_bbox_aux_3: 0.1613 (0.1668)  loss_bbox_aux_4: 0.1643 (0.1660)  loss_bbox_aux_5: 0.2101 (0.2216)  loss_bbox_dn_0: 0.2815 (0.3040)  loss_bbox_dn_1: 0.2201 (0.2335)  loss_bbox_dn_2: 0.2030 (0.2121)  loss_bbox_dn_3: 0.1958 (0.2051)  loss_bbox_dn_4: 0.1930 (0.2035)  loss_bbox_dn_5: 0.1931 (0.2035)  loss_giou: 0.4777 (0.5016)  loss_giou_aux_0: 0.4989 (0.5283)  loss_giou_aux_1: 0.4941 (0.5112)  loss_giou_aux_2: 0.4741 (0.5062)  loss_giou_aux_3: 0.4747 (0.5026)  loss_giou_aux_4: 0.4728 (0.5012)  loss_giou_aux_5: 0.5588 (0.5986)  loss_giou_dn_0: 0.6240 (0.6281)  loss_giou_dn_1: 0.5211 (0.5230)  loss_giou_dn_2: 0.5004 (0.4953)  loss_giou_dn_3: 0.4889 (0.4870)  loss_giou_dn_4: 0.4875 (0.4850)  loss_giou_dn_5: 0.4876 (0.4851)  loss_vfl: 0.7054 (0.7162)  loss_vfl_aux_0: 0.8349 (0.8381)  loss_vfl_aux_1: 0.7702 (0.7847)  loss_vfl_aux_2: 0.7416 (0.7455)  loss_vfl_aux_3: 0.7033 (0.7270)  loss_vfl_aux_4: 0.6982 (0.7196)  loss_vfl_aux_5: 0.8196 (0.8183)  loss_vfl_dn_0: 0.4670 (0.4696)  loss_vfl_dn_1: 0.4118 (0.4084)  loss_vfl_dn_2: 0.3920 (0.3914)  loss_vfl_dn_3: 0.3864 (0.3835)  loss_vfl_dn_4: 0.3875 (0.3807)  loss_vfl_dn_5: 0.3880 (0.3799)  time: 0.4723  data: 0.0148  max mem: 5654
Epoch: [19]  [ 500/7393]  eta: 0:56:14  lr: 0.000010  loss: 16.8964 (17.1366)  loss_bbox: 0.1517 (0.1660)  loss_bbox_aux_0: 0.1665 (0.1823)  loss_bbox_aux_1: 0.1506 (0.1722)  loss_bbox_aux_2: 0.1513 (0.1692)  loss_bbox_aux_3: 0.1511 (0.1669)  loss_bbox_aux_4: 0.1478 (0.1659)  loss_bbox_aux_5: 0.2012 (0.2217)  loss_bbox_dn_0: 0.2459 (0.3041)  loss_bbox_dn_1: 0.1832 (0.2334)  loss_bbox_dn_2: 0.1560 (0.2120)  loss_bbox_dn_3: 0.1510 (0.2048)  loss_bbox_dn_4: 0.1509 (0.2033)  loss_bbox_dn_5: 0.1510 (0.2032)  loss_giou: 0.5593 (0.5036)  loss_giou_aux_0: 0.5598 (0.5308)  loss_giou_aux_1: 0.5541 (0.5135)  loss_giou_aux_2: 0.5614 (0.5082)  loss_giou_aux_3: 0.5573 (0.5051)  loss_giou_aux_4: 0.5603 (0.5033)  loss_giou_aux_5: 0.6390 (0.6011)  loss_giou_dn_0: 0.6348 (0.6287)  loss_giou_dn_1: 0.5238 (0.5237)  loss_giou_dn_2: 0.5036 (0.4960)  loss_giou_dn_3: 0.4936 (0.4876)  loss_giou_dn_4: 0.4910 (0.4856)  loss_giou_dn_5: 0.4909 (0.4857)  loss_vfl: 0.6479 (0.7158)  loss_vfl_aux_0: 0.7802 (0.8367)  loss_vfl_aux_1: 0.6987 (0.7831)  loss_vfl_aux_2: 0.6647 (0.7451)  loss_vfl_aux_3: 0.6559 (0.7261)  loss_vfl_aux_4: 0.6477 (0.7194)  loss_vfl_aux_5: 0.7437 (0.8170)  loss_vfl_dn_0: 0.4580 (0.4700)  loss_vfl_dn_1: 0.4014 (0.4088)  loss_vfl_dn_2: 0.3811 (0.3917)  loss_vfl_dn_3: 0.3756 (0.3838)  loss_vfl_dn_4: 0.3743 (0.3810)  loss_vfl_dn_5: 0.3727 (0.3803)  time: 0.4672  data: 0.0146  max mem: 5654
Epoch: [19]  [ 600/7393]  eta: 0:55:02  lr: 0.000010  loss: 16.9677 (17.1717)  loss_bbox: 0.1739 (0.1664)  loss_bbox_aux_0: 0.1831 (0.1822)  loss_bbox_aux_1: 0.1798 (0.1722)  loss_bbox_aux_2: 0.1760 (0.1692)  loss_bbox_aux_3: 0.1729 (0.1671)  loss_bbox_aux_4: 0.1739 (0.1662)  loss_bbox_aux_5: 0.2180 (0.2223)  loss_bbox_dn_0: 0.2979 (0.3041)  loss_bbox_dn_1: 0.2445 (0.2335)  loss_bbox_dn_2: 0.2261 (0.2121)  loss_bbox_dn_3: 0.2181 (0.2049)  loss_bbox_dn_4: 0.2183 (0.2034)  loss_bbox_dn_5: 0.2191 (0.2034)  loss_giou: 0.5089 (0.5053)  loss_giou_aux_0: 0.5415 (0.5324)  loss_giou_aux_1: 0.5116 (0.5149)  loss_giou_aux_2: 0.5019 (0.5098)  loss_giou_aux_3: 0.5085 (0.5066)  loss_giou_aux_4: 0.5163 (0.5050)  loss_giou_aux_5: 0.5982 (0.6035)  loss_giou_dn_0: 0.6266 (0.6310)  loss_giou_dn_1: 0.5262 (0.5260)  loss_giou_dn_2: 0.4966 (0.4983)  loss_giou_dn_3: 0.4916 (0.4899)  loss_giou_dn_4: 0.4892 (0.4878)  loss_giou_dn_5: 0.4895 (0.4879)  loss_vfl: 0.6948 (0.7161)  loss_vfl_aux_0: 0.7782 (0.8375)  loss_vfl_aux_1: 0.7403 (0.7854)  loss_vfl_aux_2: 0.7338 (0.7464)  loss_vfl_aux_3: 0.7280 (0.7272)  loss_vfl_aux_4: 0.7052 (0.7199)  loss_vfl_aux_5: 0.7867 (0.8171)  loss_vfl_dn_0: 0.4659 (0.4697)  loss_vfl_dn_1: 0.4038 (0.4089)  loss_vfl_dn_2: 0.3896 (0.3920)  loss_vfl_dn_3: 0.3844 (0.3842)  loss_vfl_dn_4: 0.3803 (0.3813)  loss_vfl_dn_5: 0.3812 (0.3806)  time: 0.4639  data: 0.0145  max mem: 5654
Epoch: [19]  [ 700/7393]  eta: 0:54:01  lr: 0.000010  loss: 17.8239 (17.2046)  loss_bbox: 0.1655 (0.1667)  loss_bbox_aux_0: 0.1791 (0.1821)  loss_bbox_aux_1: 0.1772 (0.1723)  loss_bbox_aux_2: 0.1698 (0.1691)  loss_bbox_aux_3: 0.1634 (0.1672)  loss_bbox_aux_4: 0.1658 (0.1664)  loss_bbox_aux_5: 0.2101 (0.2225)  loss_bbox_dn_0: 0.3121 (0.3050)  loss_bbox_dn_1: 0.2429 (0.2345)  loss_bbox_dn_2: 0.2164 (0.2131)  loss_bbox_dn_3: 0.2101 (0.2058)  loss_bbox_dn_4: 0.2104 (0.2042)  loss_bbox_dn_5: 0.2098 (0.2042)  loss_giou: 0.5260 (0.5056)  loss_giou_aux_0: 0.5476 (0.5325)  loss_giou_aux_1: 0.5349 (0.5152)  loss_giou_aux_2: 0.5360 (0.5102)  loss_giou_aux_3: 0.5248 (0.5068)  loss_giou_aux_4: 0.5237 (0.5053)  loss_giou_aux_5: 0.5987 (0.6040)  loss_giou_dn_0: 0.6595 (0.6320)  loss_giou_dn_1: 0.5598 (0.5271)  loss_giou_dn_2: 0.5287 (0.4994)  loss_giou_dn_3: 0.5207 (0.4909)  loss_giou_dn_4: 0.5170 (0.4888)  loss_giou_dn_5: 0.5169 (0.4889)  loss_vfl: 0.7036 (0.7188)  loss_vfl_aux_0: 0.8290 (0.8409)  loss_vfl_aux_1: 0.7752 (0.7876)  loss_vfl_aux_2: 0.7283 (0.7487)  loss_vfl_aux_3: 0.7115 (0.7302)  loss_vfl_aux_4: 0.6969 (0.7225)  loss_vfl_aux_5: 0.8073 (0.8187)  loss_vfl_dn_0: 0.4695 (0.4696)  loss_vfl_dn_1: 0.4119 (0.4089)  loss_vfl_dn_2: 0.3965 (0.3922)  loss_vfl_dn_3: 0.3882 (0.3844)  loss_vfl_dn_4: 0.3863 (0.3814)  loss_vfl_dn_5: 0.3863 (0.3807)  time: 0.4736  data: 0.0141  max mem: 5654
Epoch: [19]  [ 800/7393]  eta: 0:53:05  lr: 0.000010  loss: 16.9067 (17.2108)  loss_bbox: 0.1527 (0.1669)  loss_bbox_aux_0: 0.1909 (0.1822)  loss_bbox_aux_1: 0.1672 (0.1723)  loss_bbox_aux_2: 0.1613 (0.1691)  loss_bbox_aux_3: 0.1668 (0.1675)  loss_bbox_aux_4: 0.1615 (0.1666)  loss_bbox_aux_5: 0.2216 (0.2233)  loss_bbox_dn_0: 0.2702 (0.3057)  loss_bbox_dn_1: 0.2015 (0.2349)  loss_bbox_dn_2: 0.1885 (0.2133)  loss_bbox_dn_3: 0.1841 (0.2060)  loss_bbox_dn_4: 0.1836 (0.2044)  loss_bbox_dn_5: 0.1837 (0.2044)  loss_giou: 0.4671 (0.5054)  loss_giou_aux_0: 0.4849 (0.5322)  loss_giou_aux_1: 0.4767 (0.5148)  loss_giou_aux_2: 0.4690 (0.5098)  loss_giou_aux_3: 0.4674 (0.5067)  loss_giou_aux_4: 0.4671 (0.5051)  loss_giou_aux_5: 0.5684 (0.6042)  loss_giou_dn_0: 0.6103 (0.6325)  loss_giou_dn_1: 0.5153 (0.5275)  loss_giou_dn_2: 0.4899 (0.4998)  loss_giou_dn_3: 0.4773 (0.4912)  loss_giou_dn_4: 0.4763 (0.4892)  loss_giou_dn_5: 0.4770 (0.4893)  loss_vfl: 0.7352 (0.7191)  loss_vfl_aux_0: 0.8287 (0.8414)  loss_vfl_aux_1: 0.8018 (0.7880)  loss_vfl_aux_2: 0.7665 (0.7493)  loss_vfl_aux_3: 0.7358 (0.7301)  loss_vfl_aux_4: 0.7457 (0.7226)  loss_vfl_aux_5: 0.8070 (0.8183)  loss_vfl_dn_0: 0.4687 (0.4696)  loss_vfl_dn_1: 0.4077 (0.4089)  loss_vfl_dn_2: 0.3913 (0.3922)  loss_vfl_dn_3: 0.3820 (0.3845)  loss_vfl_dn_4: 0.3760 (0.3815)  loss_vfl_dn_5: 0.3757 (0.3807)  time: 0.4797  data: 0.0154  max mem: 5654
Epoch: [19]  [ 900/7393]  eta: 0:52:04  lr: 0.000010  loss: 17.0027 (17.2005)  loss_bbox: 0.1575 (0.1670)  loss_bbox_aux_0: 0.1704 (0.1822)  loss_bbox_aux_1: 0.1683 (0.1726)  loss_bbox_aux_2: 0.1567 (0.1692)  loss_bbox_aux_3: 0.1639 (0.1676)  loss_bbox_aux_4: 0.1656 (0.1668)  loss_bbox_aux_5: 0.2301 (0.2235)  loss_bbox_dn_0: 0.3117 (0.3056)  loss_bbox_dn_1: 0.2389 (0.2348)  loss_bbox_dn_2: 0.2174 (0.2132)  loss_bbox_dn_3: 0.2106 (0.2059)  loss_bbox_dn_4: 0.2068 (0.2044)  loss_bbox_dn_5: 0.2071 (0.2044)  loss_giou: 0.4360 (0.5045)  loss_giou_aux_0: 0.4652 (0.5313)  loss_giou_aux_1: 0.4462 (0.5140)  loss_giou_aux_2: 0.4505 (0.5090)  loss_giou_aux_3: 0.4340 (0.5058)  loss_giou_aux_4: 0.4409 (0.5042)  loss_giou_aux_5: 0.5440 (0.6034)  loss_giou_dn_0: 0.6157 (0.6313)  loss_giou_dn_1: 0.4905 (0.5265)  loss_giou_dn_2: 0.4608 (0.4987)  loss_giou_dn_3: 0.4528 (0.4901)  loss_giou_dn_4: 0.4505 (0.4880)  loss_giou_dn_5: 0.4507 (0.4881)  loss_vfl: 0.7621 (0.7193)  loss_vfl_aux_0: 0.8853 (0.8416)  loss_vfl_aux_1: 0.8336 (0.7875)  loss_vfl_aux_2: 0.7706 (0.7491)  loss_vfl_aux_3: 0.7553 (0.7302)  loss_vfl_aux_4: 0.7530 (0.7228)  loss_vfl_aux_5: 0.8664 (0.8185)  loss_vfl_dn_0: 0.4806 (0.4700)  loss_vfl_dn_1: 0.4168 (0.4091)  loss_vfl_dn_2: 0.3979 (0.3925)  loss_vfl_dn_3: 0.3908 (0.3847)  loss_vfl_dn_4: 0.3865 (0.3818)  loss_vfl_dn_5: 0.3866 (0.3810)  time: 0.4643  data: 0.0139  max mem: 5654
Epoch: [19]  [1000/7393]  eta: 0:51:13  lr: 0.000010  loss: 16.2598 (17.1860)  loss_bbox: 0.1710 (0.1674)  loss_bbox_aux_0: 0.1964 (0.1826)  loss_bbox_aux_1: 0.1759 (0.1729)  loss_bbox_aux_2: 0.1817 (0.1695)  loss_bbox_aux_3: 0.1739 (0.1679)  loss_bbox_aux_4: 0.1755 (0.1671)  loss_bbox_aux_5: 0.2257 (0.2237)  loss_bbox_dn_0: 0.3370 (0.3059)  loss_bbox_dn_1: 0.2410 (0.2349)  loss_bbox_dn_2: 0.2199 (0.2132)  loss_bbox_dn_3: 0.2095 (0.2059)  loss_bbox_dn_4: 0.2082 (0.2043)  loss_bbox_dn_5: 0.2082 (0.2043)  loss_giou: 0.4069 (0.5033)  loss_giou_aux_0: 0.4223 (0.5301)  loss_giou_aux_1: 0.4172 (0.5130)  loss_giou_aux_2: 0.4345 (0.5078)  loss_giou_aux_3: 0.4151 (0.5045)  loss_giou_aux_4: 0.4144 (0.5031)  loss_giou_aux_5: 0.5233 (0.6020)  loss_giou_dn_0: 0.5932 (0.6303)  loss_giou_dn_1: 0.4868 (0.5254)  loss_giou_dn_2: 0.4597 (0.4976)  loss_giou_dn_3: 0.4510 (0.4890)  loss_giou_dn_4: 0.4515 (0.4869)  loss_giou_dn_5: 0.4520 (0.4871)  loss_vfl: 0.7414 (0.7192)  loss_vfl_aux_0: 0.8620 (0.8417)  loss_vfl_aux_1: 0.8138 (0.7871)  loss_vfl_aux_2: 0.7500 (0.7486)  loss_vfl_aux_3: 0.7437 (0.7303)  loss_vfl_aux_4: 0.7415 (0.7226)  loss_vfl_aux_5: 0.8513 (0.8197)  loss_vfl_dn_0: 0.4688 (0.4699)  loss_vfl_dn_1: 0.4066 (0.4087)  loss_vfl_dn_2: 0.3943 (0.3921)  loss_vfl_dn_3: 0.3839 (0.3843)  loss_vfl_dn_4: 0.3803 (0.3813)  loss_vfl_dn_5: 0.3787 (0.3805)  time: 0.4697  data: 0.0148  max mem: 5654
Epoch: [19]  [1100/7393]  eta: 0:50:21  lr: 0.000010  loss: 16.9669 (17.1855)  loss_bbox: 0.1694 (0.1676)  loss_bbox_aux_0: 0.1933 (0.1831)  loss_bbox_aux_1: 0.1836 (0.1733)  loss_bbox_aux_2: 0.1760 (0.1698)  loss_bbox_aux_3: 0.1711 (0.1681)  loss_bbox_aux_4: 0.1697 (0.1674)  loss_bbox_aux_5: 0.2310 (0.2237)  loss_bbox_dn_0: 0.3085 (0.3056)  loss_bbox_dn_1: 0.2329 (0.2348)  loss_bbox_dn_2: 0.2177 (0.2130)  loss_bbox_dn_3: 0.2116 (0.2057)  loss_bbox_dn_4: 0.2110 (0.2041)  loss_bbox_dn_5: 0.2108 (0.2041)  loss_giou: 0.4818 (0.5038)  loss_giou_aux_0: 0.5070 (0.5311)  loss_giou_aux_1: 0.4961 (0.5137)  loss_giou_aux_2: 0.4821 (0.5084)  loss_giou_aux_3: 0.4833 (0.5050)  loss_giou_aux_4: 0.4752 (0.5036)  loss_giou_aux_5: 0.5963 (0.6026)  loss_giou_dn_0: 0.6073 (0.6301)  loss_giou_dn_1: 0.4992 (0.5253)  loss_giou_dn_2: 0.4762 (0.4975)  loss_giou_dn_3: 0.4724 (0.4889)  loss_giou_dn_4: 0.4692 (0.4868)  loss_giou_dn_5: 0.4692 (0.4869)  loss_vfl: 0.6919 (0.7188)  loss_vfl_aux_0: 0.8128 (0.8408)  loss_vfl_aux_1: 0.7568 (0.7866)  loss_vfl_aux_2: 0.7252 (0.7481)  loss_vfl_aux_3: 0.6984 (0.7300)  loss_vfl_aux_4: 0.6957 (0.7221)  loss_vfl_aux_5: 0.7978 (0.8190)  loss_vfl_dn_0: 0.4690 (0.4699)  loss_vfl_dn_1: 0.4081 (0.4085)  loss_vfl_dn_2: 0.3915 (0.3919)  loss_vfl_dn_3: 0.3829 (0.3842)  loss_vfl_dn_4: 0.3796 (0.3812)  loss_vfl_dn_5: 0.3784 (0.3804)  time: 0.4849  data: 0.0144  max mem: 5654
Epoch: [19]  [1200/7393]  eta: 0:49:27  lr: 0.000010  loss: 16.7378 (17.1728)  loss_bbox: 0.1632 (0.1674)  loss_bbox_aux_0: 0.1865 (0.1828)  loss_bbox_aux_1: 0.1841 (0.1730)  loss_bbox_aux_2: 0.1823 (0.1696)  loss_bbox_aux_3: 0.1791 (0.1680)  loss_bbox_aux_4: 0.1636 (0.1671)  loss_bbox_aux_5: 0.2245 (0.2232)  loss_bbox_dn_0: 0.3101 (0.3047)  loss_bbox_dn_1: 0.2302 (0.2339)  loss_bbox_dn_2: 0.2107 (0.2121)  loss_bbox_dn_3: 0.2060 (0.2048)  loss_bbox_dn_4: 0.2049 (0.2033)  loss_bbox_dn_5: 0.2053 (0.2033)  loss_giou: 0.4898 (0.5045)  loss_giou_aux_0: 0.5238 (0.5316)  loss_giou_aux_1: 0.5026 (0.5144)  loss_giou_aux_2: 0.4935 (0.5091)  loss_giou_aux_3: 0.4912 (0.5057)  loss_giou_aux_4: 0.4926 (0.5043)  loss_giou_aux_5: 0.5738 (0.6030)  loss_giou_dn_0: 0.6168 (0.6304)  loss_giou_dn_1: 0.5215 (0.5256)  loss_giou_dn_2: 0.4929 (0.4978)  loss_giou_dn_3: 0.4840 (0.4891)  loss_giou_dn_4: 0.4817 (0.4871)  loss_giou_dn_5: 0.4818 (0.4872)  loss_vfl: 0.7249 (0.7173)  loss_vfl_aux_0: 0.8462 (0.8392)  loss_vfl_aux_1: 0.7948 (0.7846)  loss_vfl_aux_2: 0.7495 (0.7464)  loss_vfl_aux_3: 0.7295 (0.7283)  loss_vfl_aux_4: 0.7172 (0.7205)  loss_vfl_aux_5: 0.8254 (0.8175)  loss_vfl_dn_0: 0.4714 (0.4698)  loss_vfl_dn_1: 0.4096 (0.4085)  loss_vfl_dn_2: 0.3938 (0.3919)  loss_vfl_dn_3: 0.3874 (0.3842)  loss_vfl_dn_4: 0.3822 (0.3812)  loss_vfl_dn_5: 0.3819 (0.3804)  time: 0.4668  data: 0.0140  max mem: 5654
Epoch: [19]  [1300/7393]  eta: 0:48:36  lr: 0.000010  loss: 17.5046 (17.1739)  loss_bbox: 0.1695 (0.1675)  loss_bbox_aux_0: 0.1862 (0.1832)  loss_bbox_aux_1: 0.1760 (0.1733)  loss_bbox_aux_2: 0.1691 (0.1699)  loss_bbox_aux_3: 0.1699 (0.1682)  loss_bbox_aux_4: 0.1702 (0.1674)  loss_bbox_aux_5: 0.2345 (0.2239)  loss_bbox_dn_0: 0.3092 (0.3054)  loss_bbox_dn_1: 0.2312 (0.2347)  loss_bbox_dn_2: 0.2093 (0.2129)  loss_bbox_dn_3: 0.2022 (0.2056)  loss_bbox_dn_4: 0.1992 (0.2041)  loss_bbox_dn_5: 0.1993 (0.2041)  loss_giou: 0.4722 (0.5037)  loss_giou_aux_0: 0.5107 (0.5308)  loss_giou_aux_1: 0.4907 (0.5137)  loss_giou_aux_2: 0.4835 (0.5084)  loss_giou_aux_3: 0.4689 (0.5049)  loss_giou_aux_4: 0.4763 (0.5036)  loss_giou_aux_5: 0.5892 (0.6021)  loss_giou_dn_0: 0.6347 (0.6301)  loss_giou_dn_1: 0.5334 (0.5253)  loss_giou_dn_2: 0.5092 (0.4974)  loss_giou_dn_3: 0.4985 (0.4888)  loss_giou_dn_4: 0.4948 (0.4867)  loss_giou_dn_5: 0.4946 (0.4868)  loss_vfl: 0.7017 (0.7176)  loss_vfl_aux_0: 0.8167 (0.8392)  loss_vfl_aux_1: 0.7783 (0.7848)  loss_vfl_aux_2: 0.7402 (0.7468)  loss_vfl_aux_3: 0.7317 (0.7285)  loss_vfl_aux_4: 0.7144 (0.7207)  loss_vfl_aux_5: 0.8127 (0.8173)  loss_vfl_dn_0: 0.4731 (0.4698)  loss_vfl_dn_1: 0.4130 (0.4086)  loss_vfl_dn_2: 0.3967 (0.3920)  loss_vfl_dn_3: 0.3933 (0.3842)  loss_vfl_dn_4: 0.3894 (0.3813)  loss_vfl_dn_5: 0.3882 (0.3805)  time: 0.4675  data: 0.0141  max mem: 5654
Epoch: [19]  [1400/7393]  eta: 0:48:11  lr: 0.000010  loss: 17.2350 (17.1767)  loss_bbox: 0.1749 (0.1673)  loss_bbox_aux_0: 0.1778 (0.1829)  loss_bbox_aux_1: 0.1682 (0.1730)  loss_bbox_aux_2: 0.1793 (0.1697)  loss_bbox_aux_3: 0.1676 (0.1679)  loss_bbox_aux_4: 0.1710 (0.1672)  loss_bbox_aux_5: 0.2163 (0.2236)  loss_bbox_dn_0: 0.3159 (0.3045)  loss_bbox_dn_1: 0.2357 (0.2341)  loss_bbox_dn_2: 0.2232 (0.2124)  loss_bbox_dn_3: 0.2155 (0.2051)  loss_bbox_dn_4: 0.2118 (0.2035)  loss_bbox_dn_5: 0.2113 (0.2035)  loss_giou: 0.5079 (0.5058)  loss_giou_aux_0: 0.5229 (0.5327)  loss_giou_aux_1: 0.4980 (0.5157)  loss_giou_aux_2: 0.5037 (0.5104)  loss_giou_aux_3: 0.5020 (0.5070)  loss_giou_aux_4: 0.5077 (0.5057)  loss_giou_aux_5: 0.5764 (0.6040)  loss_giou_dn_0: 0.6137 (0.6307)  loss_giou_dn_1: 0.5211 (0.5263)  loss_giou_dn_2: 0.4939 (0.4984)  loss_giou_dn_3: 0.4900 (0.4898)  loss_giou_dn_4: 0.4888 (0.4877)  loss_giou_dn_5: 0.4890 (0.4878)  loss_vfl: 0.7021 (0.7160)  loss_vfl_aux_0: 0.8331 (0.8374)  loss_vfl_aux_1: 0.7830 (0.7830)  loss_vfl_aux_2: 0.7301 (0.7455)  loss_vfl_aux_3: 0.7032 (0.7270)  loss_vfl_aux_4: 0.7096 (0.7190)  loss_vfl_aux_5: 0.8208 (0.8159)  loss_vfl_dn_0: 0.4670 (0.4696)  loss_vfl_dn_1: 0.4074 (0.4085)  loss_vfl_dn_2: 0.3910 (0.3919)  loss_vfl_dn_3: 0.3856 (0.3842)  loss_vfl_dn_4: 0.3836 (0.3813)  loss_vfl_dn_5: 0.3821 (0.3805)  time: 0.4666  data: 0.0142  max mem: 5654
Epoch: [19]  [1500/7393]  eta: 0:47:17  lr: 0.000010  loss: 17.1929 (17.1773)  loss_bbox: 0.1395 (0.1674)  loss_bbox_aux_0: 0.1535 (0.1828)  loss_bbox_aux_1: 0.1399 (0.1731)  loss_bbox_aux_2: 0.1378 (0.1699)  loss_bbox_aux_3: 0.1385 (0.1680)  loss_bbox_aux_4: 0.1380 (0.1672)  loss_bbox_aux_5: 0.1849 (0.2234)  loss_bbox_dn_0: 0.2799 (0.3045)  loss_bbox_dn_1: 0.1922 (0.2342)  loss_bbox_dn_2: 0.1737 (0.2125)  loss_bbox_dn_3: 0.1650 (0.2052)  loss_bbox_dn_4: 0.1591 (0.2037)  loss_bbox_dn_5: 0.1591 (0.2037)  loss_giou: 0.4939 (0.5057)  loss_giou_aux_0: 0.5014 (0.5324)  loss_giou_aux_1: 0.4883 (0.5157)  loss_giou_aux_2: 0.4824 (0.5104)  loss_giou_aux_3: 0.4919 (0.5068)  loss_giou_aux_4: 0.4917 (0.5056)  loss_giou_aux_5: 0.5717 (0.6036)  loss_giou_dn_0: 0.6233 (0.6308)  loss_giou_dn_1: 0.5241 (0.5264)  loss_giou_dn_2: 0.4996 (0.4986)  loss_giou_dn_3: 0.4895 (0.4900)  loss_giou_dn_4: 0.4867 (0.4879)  loss_giou_dn_5: 0.4867 (0.4881)  loss_vfl: 0.6791 (0.7159)  loss_vfl_aux_0: 0.8090 (0.8376)  loss_vfl_aux_1: 0.7484 (0.7827)  loss_vfl_aux_2: 0.6967 (0.7450)  loss_vfl_aux_3: 0.6888 (0.7269)  loss_vfl_aux_4: 0.6861 (0.7190)  loss_vfl_aux_5: 0.7800 (0.8160)  loss_vfl_dn_0: 0.4714 (0.4697)  loss_vfl_dn_1: 0.4113 (0.4086)  loss_vfl_dn_2: 0.3868 (0.3920)  loss_vfl_dn_3: 0.3851 (0.3843)  loss_vfl_dn_4: 0.3844 (0.3813)  loss_vfl_dn_5: 0.3833 (0.3806)  time: 0.4679  data: 0.0140  max mem: 5654
Epoch: [19]  [1600/7393]  eta: 0:46:24  lr: 0.000010  loss: 17.2448 (17.1964)  loss_bbox: 0.1499 (0.1682)  loss_bbox_aux_0: 0.1603 (0.1835)  loss_bbox_aux_1: 0.1524 (0.1738)  loss_bbox_aux_2: 0.1475 (0.1706)  loss_bbox_aux_3: 0.1518 (0.1686)  loss_bbox_aux_4: 0.1523 (0.1680)  loss_bbox_aux_5: 0.1953 (0.2242)  loss_bbox_dn_0: 0.2713 (0.3056)  loss_bbox_dn_1: 0.2046 (0.2352)  loss_bbox_dn_2: 0.1902 (0.2135)  loss_bbox_dn_3: 0.1868 (0.2062)  loss_bbox_dn_4: 0.1865 (0.2046)  loss_bbox_dn_5: 0.1863 (0.2046)  loss_giou: 0.4555 (0.5058)  loss_giou_aux_0: 0.4713 (0.5325)  loss_giou_aux_1: 0.4643 (0.5158)  loss_giou_aux_2: 0.4624 (0.5105)  loss_giou_aux_3: 0.4564 (0.5069)  loss_giou_aux_4: 0.4553 (0.5057)  loss_giou_aux_5: 0.5460 (0.6035)  loss_giou_dn_0: 0.6160 (0.6311)  loss_giou_dn_1: 0.5119 (0.5269)  loss_giou_dn_2: 0.4823 (0.4991)  loss_giou_dn_3: 0.4727 (0.4904)  loss_giou_dn_4: 0.4702 (0.4884)  loss_giou_dn_5: 0.4706 (0.4885)  loss_vfl: 0.7235 (0.7166)  loss_vfl_aux_0: 0.8464 (0.8386)  loss_vfl_aux_1: 0.8023 (0.7834)  loss_vfl_aux_2: 0.7493 (0.7455)  loss_vfl_aux_3: 0.7324 (0.7277)  loss_vfl_aux_4: 0.7198 (0.7196)  loss_vfl_aux_5: 0.8347 (0.8167)  loss_vfl_dn_0: 0.4711 (0.4697)  loss_vfl_dn_1: 0.4045 (0.4086)  loss_vfl_dn_2: 0.3897 (0.3920)  loss_vfl_dn_3: 0.3823 (0.3843)  loss_vfl_dn_4: 0.3785 (0.3814)  loss_vfl_dn_5: 0.3778 (0.3806)  time: 0.4666  data: 0.0138  max mem: 5654
Epoch: [19]  [1700/7393]  eta: 0:45:33  lr: 0.000010  loss: 16.7327 (17.1841)  loss_bbox: 0.1468 (0.1682)  loss_bbox_aux_0: 0.1537 (0.1835)  loss_bbox_aux_1: 0.1419 (0.1737)  loss_bbox_aux_2: 0.1478 (0.1706)  loss_bbox_aux_3: 0.1466 (0.1685)  loss_bbox_aux_4: 0.1476 (0.1680)  loss_bbox_aux_5: 0.2048 (0.2243)  loss_bbox_dn_0: 0.2821 (0.3056)  loss_bbox_dn_1: 0.2016 (0.2350)  loss_bbox_dn_2: 0.1782 (0.2133)  loss_bbox_dn_3: 0.1695 (0.2060)  loss_bbox_dn_4: 0.1671 (0.2044)  loss_bbox_dn_5: 0.1676 (0.2044)  loss_giou: 0.5023 (0.5057)  loss_giou_aux_0: 0.5215 (0.5324)  loss_giou_aux_1: 0.5114 (0.5156)  loss_giou_aux_2: 0.5082 (0.5104)  loss_giou_aux_3: 0.5077 (0.5068)  loss_giou_aux_4: 0.5054 (0.5056)  loss_giou_aux_5: 0.5950 (0.6035)  loss_giou_dn_0: 0.6100 (0.6308)  loss_giou_dn_1: 0.5277 (0.5264)  loss_giou_dn_2: 0.4996 (0.4986)  loss_giou_dn_3: 0.4911 (0.4899)  loss_giou_dn_4: 0.4884 (0.4878)  loss_giou_dn_5: 0.4887 (0.4880)  loss_vfl: 0.6701 (0.7155)  loss_vfl_aux_0: 0.8070 (0.8374)  loss_vfl_aux_1: 0.7381 (0.7826)  loss_vfl_aux_2: 0.6813 (0.7445)  loss_vfl_aux_3: 0.6751 (0.7266)  loss_vfl_aux_4: 0.6754 (0.7186)  loss_vfl_aux_5: 0.7610 (0.8157)  loss_vfl_dn_0: 0.4606 (0.4696)  loss_vfl_dn_1: 0.4028 (0.4085)  loss_vfl_dn_2: 0.3817 (0.3919)  loss_vfl_dn_3: 0.3746 (0.3842)  loss_vfl_dn_4: 0.3733 (0.3813)  loss_vfl_dn_5: 0.3733 (0.3805)  time: 0.4878  data: 0.0144  max mem: 5654
Epoch: [19]  [1800/7393]  eta: 0:44:41  lr: 0.000010  loss: 17.4462 (17.1935)  loss_bbox: 0.1681 (0.1683)  loss_bbox_aux_0: 0.1776 (0.1836)  loss_bbox_aux_1: 0.1698 (0.1738)  loss_bbox_aux_2: 0.1731 (0.1707)  loss_bbox_aux_3: 0.1677 (0.1686)  loss_bbox_aux_4: 0.1685 (0.1681)  loss_bbox_aux_5: 0.2199 (0.2244)  loss_bbox_dn_0: 0.3250 (0.3060)  loss_bbox_dn_1: 0.2507 (0.2354)  loss_bbox_dn_2: 0.2350 (0.2136)  loss_bbox_dn_3: 0.2256 (0.2064)  loss_bbox_dn_4: 0.2244 (0.2048)  loss_bbox_dn_5: 0.2244 (0.2048)  loss_giou: 0.4763 (0.5059)  loss_giou_aux_0: 0.5024 (0.5327)  loss_giou_aux_1: 0.4785 (0.5159)  loss_giou_aux_2: 0.4639 (0.5106)  loss_giou_aux_3: 0.4668 (0.5070)  loss_giou_aux_4: 0.4764 (0.5059)  loss_giou_aux_5: 0.5760 (0.6038)  loss_giou_dn_0: 0.6354 (0.6312)  loss_giou_dn_1: 0.5342 (0.5267)  loss_giou_dn_2: 0.5088 (0.4988)  loss_giou_dn_3: 0.5044 (0.4902)  loss_giou_dn_4: 0.4991 (0.4882)  loss_giou_dn_5: 0.4990 (0.4883)  loss_vfl: 0.7510 (0.7159)  loss_vfl_aux_0: 0.8804 (0.8380)  loss_vfl_aux_1: 0.8215 (0.7830)  loss_vfl_aux_2: 0.7758 (0.7450)  loss_vfl_aux_3: 0.7598 (0.7272)  loss_vfl_aux_4: 0.7469 (0.7190)  loss_vfl_aux_5: 0.8537 (0.8157)  loss_vfl_dn_0: 0.4750 (0.4696)  loss_vfl_dn_1: 0.4160 (0.4086)  loss_vfl_dn_2: 0.3979 (0.3919)  loss_vfl_dn_3: 0.3900 (0.3842)  loss_vfl_dn_4: 0.3878 (0.3813)  loss_vfl_dn_5: 0.3870 (0.3805)  time: 0.4657  data: 0.0145  max mem: 5654
Epoch: [19]  [1900/7393]  eta: 0:43:53  lr: 0.000010  loss: 16.8200 (17.1855)  loss_bbox: 0.1617 (0.1680)  loss_bbox_aux_0: 0.1881 (0.1832)  loss_bbox_aux_1: 0.1604 (0.1735)  loss_bbox_aux_2: 0.1557 (0.1703)  loss_bbox_aux_3: 0.1573 (0.1683)  loss_bbox_aux_4: 0.1586 (0.1678)  loss_bbox_aux_5: 0.2297 (0.2239)  loss_bbox_dn_0: 0.2991 (0.3051)  loss_bbox_dn_1: 0.2221 (0.2347)  loss_bbox_dn_2: 0.1979 (0.2130)  loss_bbox_dn_3: 0.1925 (0.2057)  loss_bbox_dn_4: 0.1913 (0.2042)  loss_bbox_dn_5: 0.1914 (0.2042)  loss_giou: 0.4579 (0.5061)  loss_giou_aux_0: 0.4999 (0.5328)  loss_giou_aux_1: 0.4778 (0.5160)  loss_giou_aux_2: 0.4620 (0.5106)  loss_giou_aux_3: 0.4582 (0.5071)  loss_giou_aux_4: 0.4579 (0.5060)  loss_giou_aux_5: 0.5748 (0.6039)  loss_giou_dn_0: 0.6191 (0.6310)  loss_giou_dn_1: 0.5192 (0.5266)  loss_giou_dn_2: 0.4970 (0.4988)  loss_giou_dn_3: 0.4856 (0.4902)  loss_giou_dn_4: 0.4820 (0.4882)  loss_giou_dn_5: 0.4822 (0.4883)  loss_vfl: 0.7109 (0.7158)  loss_vfl_aux_0: 0.8315 (0.8379)  loss_vfl_aux_1: 0.7810 (0.7825)  loss_vfl_aux_2: 0.7375 (0.7448)  loss_vfl_aux_3: 0.7169 (0.7270)  loss_vfl_aux_4: 0.7042 (0.7187)  loss_vfl_aux_5: 0.8259 (0.8157)  loss_vfl_dn_0: 0.4617 (0.4694)  loss_vfl_dn_1: 0.3974 (0.4085)  loss_vfl_dn_2: 0.3814 (0.3918)  loss_vfl_dn_3: 0.3717 (0.3841)  loss_vfl_dn_4: 0.3715 (0.3812)  loss_vfl_dn_5: 0.3713 (0.3804)  time: 0.4723  data: 0.0143  max mem: 5654
Epoch: [19]  [2000/7393]  eta: 0:43:02  lr: 0.000010  loss: 17.4759 (17.1861)  loss_bbox: 0.1553 (0.1679)  loss_bbox_aux_0: 0.1772 (0.1831)  loss_bbox_aux_1: 0.1567 (0.1734)  loss_bbox_aux_2: 0.1580 (0.1702)  loss_bbox_aux_3: 0.1567 (0.1682)  loss_bbox_aux_4: 0.1566 (0.1677)  loss_bbox_aux_5: 0.2160 (0.2236)  loss_bbox_dn_0: 0.2571 (0.3046)  loss_bbox_dn_1: 0.1891 (0.2343)  loss_bbox_dn_2: 0.1743 (0.2126)  loss_bbox_dn_3: 0.1729 (0.2054)  loss_bbox_dn_4: 0.1705 (0.2038)  loss_bbox_dn_5: 0.1701 (0.2038)  loss_giou: 0.5025 (0.5064)  loss_giou_aux_0: 0.5303 (0.5332)  loss_giou_aux_1: 0.5246 (0.5164)  loss_giou_aux_2: 0.5086 (0.5110)  loss_giou_aux_3: 0.5051 (0.5075)  loss_giou_aux_4: 0.4962 (0.5064)  loss_giou_aux_5: 0.6090 (0.6042)  loss_giou_dn_0: 0.6403 (0.6314)  loss_giou_dn_1: 0.5244 (0.5269)  loss_giou_dn_2: 0.4967 (0.4992)  loss_giou_dn_3: 0.4885 (0.4906)  loss_giou_dn_4: 0.4878 (0.4885)  loss_giou_dn_5: 0.4879 (0.4887)  loss_vfl: 0.6963 (0.7159)  loss_vfl_aux_0: 0.8077 (0.8373)  loss_vfl_aux_1: 0.7382 (0.7823)  loss_vfl_aux_2: 0.7032 (0.7448)  loss_vfl_aux_3: 0.7086 (0.7272)  loss_vfl_aux_4: 0.7041 (0.7188)  loss_vfl_aux_5: 0.7994 (0.8152)  loss_vfl_dn_0: 0.4651 (0.4693)  loss_vfl_dn_1: 0.4141 (0.4085)  loss_vfl_dn_2: 0.3957 (0.3918)  loss_vfl_dn_3: 0.3870 (0.3842)  loss_vfl_dn_4: 0.3845 (0.3813)  loss_vfl_dn_5: 0.3847 (0.3805)  time: 0.4825  data: 0.0142  max mem: 5654
Epoch: [19]  [2100/7393]  eta: 0:42:13  lr: 0.000010  loss: 17.1142 (17.1875)  loss_bbox: 0.1560 (0.1678)  loss_bbox_aux_0: 0.1792 (0.1830)  loss_bbox_aux_1: 0.1685 (0.1734)  loss_bbox_aux_2: 0.1614 (0.1702)  loss_bbox_aux_3: 0.1561 (0.1682)  loss_bbox_aux_4: 0.1602 (0.1677)  loss_bbox_aux_5: 0.2297 (0.2236)  loss_bbox_dn_0: 0.3320 (0.3048)  loss_bbox_dn_1: 0.2473 (0.2345)  loss_bbox_dn_2: 0.2186 (0.2127)  loss_bbox_dn_3: 0.2115 (0.2055)  loss_bbox_dn_4: 0.2075 (0.2040)  loss_bbox_dn_5: 0.2075 (0.2039)  loss_giou: 0.5084 (0.5063)  loss_giou_aux_0: 0.5296 (0.5331)  loss_giou_aux_1: 0.5170 (0.5164)  loss_giou_aux_2: 0.5088 (0.5109)  loss_giou_aux_3: 0.5025 (0.5074)  loss_giou_aux_4: 0.5081 (0.5063)  loss_giou_aux_5: 0.5914 (0.6042)  loss_giou_dn_0: 0.6268 (0.6314)  loss_giou_dn_1: 0.5209 (0.5269)  loss_giou_dn_2: 0.4839 (0.4991)  loss_giou_dn_3: 0.4740 (0.4905)  loss_giou_dn_4: 0.4710 (0.4885)  loss_giou_dn_5: 0.4709 (0.4886)  loss_vfl: 0.7249 (0.7162)  loss_vfl_aux_0: 0.8488 (0.8377)  loss_vfl_aux_1: 0.7907 (0.7823)  loss_vfl_aux_2: 0.7496 (0.7449)  loss_vfl_aux_3: 0.7264 (0.7275)  loss_vfl_aux_4: 0.7183 (0.7191)  loss_vfl_aux_5: 0.8321 (0.8152)  loss_vfl_dn_0: 0.4658 (0.4694)  loss_vfl_dn_1: 0.4053 (0.4085)  loss_vfl_dn_2: 0.3896 (0.3918)  loss_vfl_dn_3: 0.3838 (0.3842)  loss_vfl_dn_4: 0.3792 (0.3813)  loss_vfl_dn_5: 0.3791 (0.3805)  time: 0.4885  data: 0.0140  max mem: 5654
Epoch: [19]  [2200/7393]  eta: 0:41:39  lr: 0.000010  loss: 17.7087 (17.1885)  loss_bbox: 0.1612 (0.1678)  loss_bbox_aux_0: 0.1894 (0.1830)  loss_bbox_aux_1: 0.1792 (0.1734)  loss_bbox_aux_2: 0.1801 (0.1702)  loss_bbox_aux_3: 0.1739 (0.1682)  loss_bbox_aux_4: 0.1685 (0.1677)  loss_bbox_aux_5: 0.2279 (0.2236)  loss_bbox_dn_0: 0.3102 (0.3047)  loss_bbox_dn_1: 0.2444 (0.2345)  loss_bbox_dn_2: 0.2164 (0.2128)  loss_bbox_dn_3: 0.2090 (0.2056)  loss_bbox_dn_4: 0.2092 (0.2040)  loss_bbox_dn_5: 0.2091 (0.2040)  loss_giou: 0.4758 (0.5064)  loss_giou_aux_0: 0.5239 (0.5332)  loss_giou_aux_1: 0.4969 (0.5165)  loss_giou_aux_2: 0.4826 (0.5111)  loss_giou_aux_3: 0.4759 (0.5075)  loss_giou_aux_4: 0.4790 (0.5065)  loss_giou_aux_5: 0.5864 (0.6045)  loss_giou_dn_0: 0.6413 (0.6315)  loss_giou_dn_1: 0.5376 (0.5270)  loss_giou_dn_2: 0.5094 (0.4993)  loss_giou_dn_3: 0.4969 (0.4908)  loss_giou_dn_4: 0.4946 (0.4887)  loss_giou_dn_5: 0.4945 (0.4889)  loss_vfl: 0.7367 (0.7162)  loss_vfl_aux_0: 0.8332 (0.8374)  loss_vfl_aux_1: 0.7830 (0.7821)  loss_vfl_aux_2: 0.7441 (0.7448)  loss_vfl_aux_3: 0.7529 (0.7274)  loss_vfl_aux_4: 0.7521 (0.7190)  loss_vfl_aux_5: 0.8415 (0.8149)  loss_vfl_dn_0: 0.4741 (0.4694)  loss_vfl_dn_1: 0.4199 (0.4085)  loss_vfl_dn_2: 0.4011 (0.3918)  loss_vfl_dn_3: 0.3942 (0.3842)  loss_vfl_dn_4: 0.3901 (0.3812)  loss_vfl_dn_5: 0.3883 (0.3804)  time: 0.4743  data: 0.0136  max mem: 5654
Epoch: [19]  [2300/7393]  eta: 0:40:49  lr: 0.000010  loss: 17.8305 (17.1994)  loss_bbox: 0.1509 (0.1679)  loss_bbox_aux_0: 0.1625 (0.1830)  loss_bbox_aux_1: 0.1600 (0.1734)  loss_bbox_aux_2: 0.1509 (0.1703)  loss_bbox_aux_3: 0.1493 (0.1682)  loss_bbox_aux_4: 0.1510 (0.1677)  loss_bbox_aux_5: 0.2108 (0.2238)  loss_bbox_dn_0: 0.2836 (0.3051)  loss_bbox_dn_1: 0.2202 (0.2349)  loss_bbox_dn_2: 0.2003 (0.2131)  loss_bbox_dn_3: 0.1893 (0.2058)  loss_bbox_dn_4: 0.1896 (0.2043)  loss_bbox_dn_5: 0.1894 (0.2043)  loss_giou: 0.5347 (0.5068)  loss_giou_aux_0: 0.5496 (0.5336)  loss_giou_aux_1: 0.5305 (0.5169)  loss_giou_aux_2: 0.5356 (0.5114)  loss_giou_aux_3: 0.5397 (0.5079)  loss_giou_aux_4: 0.5351 (0.5068)  loss_giou_aux_5: 0.6120 (0.6049)  loss_giou_dn_0: 0.6229 (0.6318)  loss_giou_dn_1: 0.5192 (0.5275)  loss_giou_dn_2: 0.4905 (0.4997)  loss_giou_dn_3: 0.4834 (0.4911)  loss_giou_dn_4: 0.4791 (0.4891)  loss_giou_dn_5: 0.4795 (0.4892)  loss_vfl: 0.7258 (0.7168)  loss_vfl_aux_0: 0.8437 (0.8378)  loss_vfl_aux_1: 0.7883 (0.7825)  loss_vfl_aux_2: 0.7407 (0.7454)  loss_vfl_aux_3: 0.7367 (0.7280)  loss_vfl_aux_4: 0.7388 (0.7197)  loss_vfl_aux_5: 0.7987 (0.8151)  loss_vfl_dn_0: 0.4757 (0.4694)  loss_vfl_dn_1: 0.4057 (0.4085)  loss_vfl_dn_2: 0.3881 (0.3918)  loss_vfl_dn_3: 0.3773 (0.3842)  loss_vfl_dn_4: 0.3759 (0.3813)  loss_vfl_dn_5: 0.3741 (0.3805)  time: 0.4857  data: 0.0139  max mem: 5654
Epoch: [19]  [2400/7393]  eta: 0:39:59  lr: 0.000010  loss: 17.3294 (17.2007)  loss_bbox: 0.1673 (0.1677)  loss_bbox_aux_0: 0.1857 (0.1829)  loss_bbox_aux_1: 0.1802 (0.1734)  loss_bbox_aux_2: 0.1849 (0.1702)  loss_bbox_aux_3: 0.1722 (0.1682)  loss_bbox_aux_4: 0.1686 (0.1676)  loss_bbox_aux_5: 0.2203 (0.2236)  loss_bbox_dn_0: 0.2974 (0.3050)  loss_bbox_dn_1: 0.2257 (0.2348)  loss_bbox_dn_2: 0.2063 (0.2130)  loss_bbox_dn_3: 0.2011 (0.2057)  loss_bbox_dn_4: 0.2033 (0.2042)  loss_bbox_dn_5: 0.2030 (0.2041)  loss_giou: 0.4857 (0.5065)  loss_giou_aux_0: 0.5096 (0.5333)  loss_giou_aux_1: 0.4945 (0.5168)  loss_giou_aux_2: 0.4994 (0.5113)  loss_giou_aux_3: 0.4889 (0.5077)  loss_giou_aux_4: 0.4872 (0.5065)  loss_giou_aux_5: 0.5973 (0.6046)  loss_giou_dn_0: 0.6468 (0.6317)  loss_giou_dn_1: 0.5443 (0.5274)  loss_giou_dn_2: 0.5040 (0.4996)  loss_giou_dn_3: 0.4966 (0.4911)  loss_giou_dn_4: 0.4954 (0.4890)  loss_giou_dn_5: 0.4961 (0.4892)  loss_vfl: 0.7467 (0.7175)  loss_vfl_aux_0: 0.8610 (0.8385)  loss_vfl_aux_1: 0.7716 (0.7830)  loss_vfl_aux_2: 0.7328 (0.7459)  loss_vfl_aux_3: 0.7497 (0.7286)  loss_vfl_aux_4: 0.7424 (0.7205)  loss_vfl_aux_5: 0.8124 (0.8156)  loss_vfl_dn_0: 0.4724 (0.4695)  loss_vfl_dn_1: 0.4165 (0.4086)  loss_vfl_dn_2: 0.3972 (0.3919)  loss_vfl_dn_3: 0.3899 (0.3842)  loss_vfl_dn_4: 0.3854 (0.3813)  loss_vfl_dn_5: 0.3829 (0.3805)  time: 0.4707  data: 0.0142  max mem: 5654
Epoch: [19]  [2500/7393]  eta: 0:39:23  lr: 0.000010  loss: 17.4701 (17.2081)  loss_bbox: 0.1615 (0.1680)  loss_bbox_aux_0: 0.1649 (0.1830)  loss_bbox_aux_1: 0.1620 (0.1737)  loss_bbox_aux_2: 0.1613 (0.1705)  loss_bbox_aux_3: 0.1573 (0.1684)  loss_bbox_aux_4: 0.1585 (0.1679)  loss_bbox_aux_5: 0.1937 (0.2236)  loss_bbox_dn_0: 0.2484 (0.3049)  loss_bbox_dn_1: 0.2050 (0.2348)  loss_bbox_dn_2: 0.1882 (0.2130)  loss_bbox_dn_3: 0.1808 (0.2057)  loss_bbox_dn_4: 0.1777 (0.2041)  loss_bbox_dn_5: 0.1776 (0.2041)  loss_giou: 0.5481 (0.5075)  loss_giou_aux_0: 0.5739 (0.5341)  loss_giou_aux_1: 0.5471 (0.5176)  loss_giou_aux_2: 0.5498 (0.5122)  loss_giou_aux_3: 0.5511 (0.5086)  loss_giou_aux_4: 0.5475 (0.5075)  loss_giou_aux_5: 0.6366 (0.6054)  loss_giou_dn_0: 0.6596 (0.6324)  loss_giou_dn_1: 0.5568 (0.5280)  loss_giou_dn_2: 0.5345 (0.5003)  loss_giou_dn_3: 0.5215 (0.4917)  loss_giou_dn_4: 0.5202 (0.4897)  loss_giou_dn_5: 0.5206 (0.4898)  loss_vfl: 0.6617 (0.7169)  loss_vfl_aux_0: 0.7864 (0.8382)  loss_vfl_aux_1: 0.7319 (0.7823)  loss_vfl_aux_2: 0.6747 (0.7453)  loss_vfl_aux_3: 0.6800 (0.7280)  loss_vfl_aux_4: 0.6683 (0.7198)  loss_vfl_aux_5: 0.7616 (0.8150)  loss_vfl_dn_0: 0.4620 (0.4694)  loss_vfl_dn_1: 0.4051 (0.4086)  loss_vfl_dn_2: 0.3895 (0.3919)  loss_vfl_dn_3: 0.3817 (0.3843)  loss_vfl_dn_4: 0.3792 (0.3814)  loss_vfl_dn_5: 0.3786 (0.3806)  time: 0.4665  data: 0.0142  max mem: 5654
Epoch: [19]  [2600/7393]  eta: 0:38:32  lr: 0.000010  loss: 16.4773 (17.2091)  loss_bbox: 0.1391 (0.1680)  loss_bbox_aux_0: 0.1638 (0.1830)  loss_bbox_aux_1: 0.1383 (0.1737)  loss_bbox_aux_2: 0.1475 (0.1705)  loss_bbox_aux_3: 0.1420 (0.1684)  loss_bbox_aux_4: 0.1447 (0.1679)  loss_bbox_aux_5: 0.2044 (0.2235)  loss_bbox_dn_0: 0.2668 (0.3048)  loss_bbox_dn_1: 0.2123 (0.2346)  loss_bbox_dn_2: 0.1949 (0.2129)  loss_bbox_dn_3: 0.1822 (0.2055)  loss_bbox_dn_4: 0.1790 (0.2040)  loss_bbox_dn_5: 0.1787 (0.2039)  loss_giou: 0.4729 (0.5079)  loss_giou_aux_0: 0.5137 (0.5344)  loss_giou_aux_1: 0.4728 (0.5181)  loss_giou_aux_2: 0.4676 (0.5126)  loss_giou_aux_3: 0.4689 (0.5091)  loss_giou_aux_4: 0.4667 (0.5080)  loss_giou_aux_5: 0.5798 (0.6058)  loss_giou_dn_0: 0.6333 (0.6326)  loss_giou_dn_1: 0.5272 (0.5282)  loss_giou_dn_2: 0.5015 (0.5004)  loss_giou_dn_3: 0.4963 (0.4918)  loss_giou_dn_4: 0.4953 (0.4897)  loss_giou_dn_5: 0.4954 (0.4899)  loss_vfl: 0.6774 (0.7166)  loss_vfl_aux_0: 0.7829 (0.8381)  loss_vfl_aux_1: 0.7407 (0.7820)  loss_vfl_aux_2: 0.6957 (0.7450)  loss_vfl_aux_3: 0.6769 (0.7277)  loss_vfl_aux_4: 0.6810 (0.7195)  loss_vfl_aux_5: 0.7754 (0.8149)  loss_vfl_dn_0: 0.4682 (0.4694)  loss_vfl_dn_1: 0.4043 (0.4086)  loss_vfl_dn_2: 0.3924 (0.3919)  loss_vfl_dn_3: 0.3844 (0.3843)  loss_vfl_dn_4: 0.3819 (0.3814)  loss_vfl_dn_5: 0.3831 (0.3806)  time: 0.4663  data: 0.0147  max mem: 5654
Epoch: [19]  [2700/7393]  eta: 0:37:42  lr: 0.000010  loss: 16.8429 (17.2085)  loss_bbox: 0.1758 (0.1680)  loss_bbox_aux_0: 0.1757 (0.1829)  loss_bbox_aux_1: 0.1774 (0.1737)  loss_bbox_aux_2: 0.1778 (0.1705)  loss_bbox_aux_3: 0.1742 (0.1685)  loss_bbox_aux_4: 0.1742 (0.1679)  loss_bbox_aux_5: 0.2108 (0.2236)  loss_bbox_dn_0: 0.3140 (0.3050)  loss_bbox_dn_1: 0.2439 (0.2349)  loss_bbox_dn_2: 0.2218 (0.2131)  loss_bbox_dn_3: 0.2165 (0.2057)  loss_bbox_dn_4: 0.2141 (0.2042)  loss_bbox_dn_5: 0.2139 (0.2042)  loss_giou: 0.4783 (0.5076)  loss_giou_aux_0: 0.4790 (0.5341)  loss_giou_aux_1: 0.4690 (0.5177)  loss_giou_aux_2: 0.4837 (0.5124)  loss_giou_aux_3: 0.4799 (0.5088)  loss_giou_aux_4: 0.4787 (0.5077)  loss_giou_aux_5: 0.5577 (0.6056)  loss_giou_dn_0: 0.6250 (0.6325)  loss_giou_dn_1: 0.5152 (0.5281)  loss_giou_dn_2: 0.4786 (0.5003)  loss_giou_dn_3: 0.4709 (0.4916)  loss_giou_dn_4: 0.4690 (0.4896)  loss_giou_dn_5: 0.4690 (0.4897)  loss_vfl: 0.6828 (0.7167)  loss_vfl_aux_0: 0.8014 (0.8383)  loss_vfl_aux_1: 0.7577 (0.7820)  loss_vfl_aux_2: 0.7173 (0.7449)  loss_vfl_aux_3: 0.7069 (0.7279)  loss_vfl_aux_4: 0.6940 (0.7196)  loss_vfl_aux_5: 0.7784 (0.8149)  loss_vfl_dn_0: 0.4733 (0.4694)  loss_vfl_dn_1: 0.4106 (0.4086)  loss_vfl_dn_2: 0.3932 (0.3919)  loss_vfl_dn_3: 0.3860 (0.3843)  loss_vfl_dn_4: 0.3824 (0.3814)  loss_vfl_dn_5: 0.3844 (0.3806)  time: 0.4587  data: 0.0137  max mem: 5654
Epoch: [19]  [2800/7393]  eta: 0:37:03  lr: 0.000010  loss: 17.3925 (17.1962)  loss_bbox: 0.1588 (0.1678)  loss_bbox_aux_0: 0.1798 (0.1827)  loss_bbox_aux_1: 0.1665 (0.1735)  loss_bbox_aux_2: 0.1602 (0.1703)  loss_bbox_aux_3: 0.1614 (0.1682)  loss_bbox_aux_4: 0.1608 (0.1677)  loss_bbox_aux_5: 0.2066 (0.2233)  loss_bbox_dn_0: 0.2905 (0.3048)  loss_bbox_dn_1: 0.2210 (0.2347)  loss_bbox_dn_2: 0.1986 (0.2128)  loss_bbox_dn_3: 0.1895 (0.2054)  loss_bbox_dn_4: 0.1859 (0.2039)  loss_bbox_dn_5: 0.1859 (0.2038)  loss_giou: 0.4660 (0.5072)  loss_giou_aux_0: 0.5091 (0.5337)  loss_giou_aux_1: 0.4814 (0.5173)  loss_giou_aux_2: 0.4584 (0.5120)  loss_giou_aux_3: 0.4646 (0.5084)  loss_giou_aux_4: 0.4653 (0.5073)  loss_giou_aux_5: 0.5388 (0.6050)  loss_giou_dn_0: 0.6070 (0.6319)  loss_giou_dn_1: 0.4809 (0.5275)  loss_giou_dn_2: 0.4474 (0.4997)  loss_giou_dn_3: 0.4335 (0.4911)  loss_giou_dn_4: 0.4300 (0.4890)  loss_giou_dn_5: 0.4298 (0.4892)  loss_vfl: 0.7170 (0.7163)  loss_vfl_aux_0: 0.8245 (0.8381)  loss_vfl_aux_1: 0.7885 (0.7817)  loss_vfl_aux_2: 0.7607 (0.7447)  loss_vfl_aux_3: 0.7268 (0.7276)  loss_vfl_aux_4: 0.7113 (0.7192)  loss_vfl_aux_5: 0.8209 (0.8147)  loss_vfl_dn_0: 0.4694 (0.4693)  loss_vfl_dn_1: 0.4143 (0.4085)  loss_vfl_dn_2: 0.3968 (0.3918)  loss_vfl_dn_3: 0.3851 (0.3842)  loss_vfl_dn_4: 0.3839 (0.3813)  loss_vfl_dn_5: 0.3838 (0.3805)  time: 0.4674  data: 0.0147  max mem: 5654
Epoch: [19]  [2900/7393]  eta: 0:36:13  lr: 0.000010  loss: 17.5510 (17.2029)  loss_bbox: 0.1635 (0.1680)  loss_bbox_aux_0: 0.1741 (0.1828)  loss_bbox_aux_1: 0.1827 (0.1737)  loss_bbox_aux_2: 0.1735 (0.1705)  loss_bbox_aux_3: 0.1707 (0.1684)  loss_bbox_aux_4: 0.1645 (0.1678)  loss_bbox_aux_5: 0.2225 (0.2236)  loss_bbox_dn_0: 0.3151 (0.3054)  loss_bbox_dn_1: 0.2407 (0.2351)  loss_bbox_dn_2: 0.2146 (0.2133)  loss_bbox_dn_3: 0.2038 (0.2059)  loss_bbox_dn_4: 0.2027 (0.2043)  loss_bbox_dn_5: 0.2029 (0.2043)  loss_giou: 0.4987 (0.5073)  loss_giou_aux_0: 0.5200 (0.5337)  loss_giou_aux_1: 0.5099 (0.5173)  loss_giou_aux_2: 0.5133 (0.5121)  loss_giou_aux_3: 0.5089 (0.5084)  loss_giou_aux_4: 0.5039 (0.5073)  loss_giou_aux_5: 0.5929 (0.6051)  loss_giou_dn_0: 0.6412 (0.6321)  loss_giou_dn_1: 0.5194 (0.5276)  loss_giou_dn_2: 0.4897 (0.4998)  loss_giou_dn_3: 0.4812 (0.4912)  loss_giou_dn_4: 0.4783 (0.4891)  loss_giou_dn_5: 0.4782 (0.4893)  loss_vfl: 0.6965 (0.7164)  loss_vfl_aux_0: 0.8272 (0.8387)  loss_vfl_aux_1: 0.7562 (0.7819)  loss_vfl_aux_2: 0.7144 (0.7447)  loss_vfl_aux_3: 0.7110 (0.7277)  loss_vfl_aux_4: 0.6883 (0.7194)  loss_vfl_aux_5: 0.8158 (0.8150)  loss_vfl_dn_0: 0.4669 (0.4693)  loss_vfl_dn_1: 0.4112 (0.4085)  loss_vfl_dn_2: 0.3977 (0.3918)  loss_vfl_dn_3: 0.3940 (0.3842)  loss_vfl_dn_4: 0.3891 (0.3814)  loss_vfl_dn_5: 0.3891 (0.3806)  time: 0.4743  data: 0.0136  max mem: 5654
Epoch: [19]  [3000/7393]  eta: 0:35:23  lr: 0.000010  loss: 17.4741 (17.2063)  loss_bbox: 0.1526 (0.1682)  loss_bbox_aux_0: 0.1676 (0.1828)  loss_bbox_aux_1: 0.1522 (0.1737)  loss_bbox_aux_2: 0.1510 (0.1706)  loss_bbox_aux_3: 0.1490 (0.1685)  loss_bbox_aux_4: 0.1503 (0.1680)  loss_bbox_aux_5: 0.2026 (0.2236)  loss_bbox_dn_0: 0.2805 (0.3056)  loss_bbox_dn_1: 0.2033 (0.2353)  loss_bbox_dn_2: 0.1846 (0.2135)  loss_bbox_dn_3: 0.1781 (0.2061)  loss_bbox_dn_4: 0.1766 (0.2045)  loss_bbox_dn_5: 0.1767 (0.2045)  loss_giou: 0.4969 (0.5071)  loss_giou_aux_0: 0.5137 (0.5334)  loss_giou_aux_1: 0.4985 (0.5171)  loss_giou_aux_2: 0.5024 (0.5119)  loss_giou_aux_3: 0.5022 (0.5082)  loss_giou_aux_4: 0.5032 (0.5071)  loss_giou_aux_5: 0.5952 (0.6049)  loss_giou_dn_0: 0.6420 (0.6322)  loss_giou_dn_1: 0.5268 (0.5277)  loss_giou_dn_2: 0.4950 (0.4998)  loss_giou_dn_3: 0.4882 (0.4912)  loss_giou_dn_4: 0.4845 (0.4891)  loss_giou_dn_5: 0.4846 (0.4893)  loss_vfl: 0.7008 (0.7167)  loss_vfl_aux_0: 0.8344 (0.8393)  loss_vfl_aux_1: 0.7993 (0.7824)  loss_vfl_aux_2: 0.7646 (0.7450)  loss_vfl_aux_3: 0.7290 (0.7280)  loss_vfl_aux_4: 0.7277 (0.7197)  loss_vfl_aux_5: 0.8152 (0.8154)  loss_vfl_dn_0: 0.4683 (0.4693)  loss_vfl_dn_1: 0.4112 (0.4085)  loss_vfl_dn_2: 0.3987 (0.3919)  loss_vfl_dn_3: 0.3884 (0.3843)  loss_vfl_dn_4: 0.3847 (0.3814)  loss_vfl_dn_5: 0.3829 (0.3806)  time: 0.4712  data: 0.0142  max mem: 5654
Epoch: [19]  [3100/7393]  eta: 0:34:33  lr: 0.000010  loss: 17.4722 (17.2054)  loss_bbox: 0.1666 (0.1680)  loss_bbox_aux_0: 0.1751 (0.1827)  loss_bbox_aux_1: 0.1715 (0.1736)  loss_bbox_aux_2: 0.1706 (0.1706)  loss_bbox_aux_3: 0.1687 (0.1684)  loss_bbox_aux_4: 0.1606 (0.1678)  loss_bbox_aux_5: 0.2211 (0.2235)  loss_bbox_dn_0: 0.3020 (0.3056)  loss_bbox_dn_1: 0.2224 (0.2352)  loss_bbox_dn_2: 0.1942 (0.2134)  loss_bbox_dn_3: 0.1829 (0.2060)  loss_bbox_dn_4: 0.1817 (0.2044)  loss_bbox_dn_5: 0.1818 (0.2044)  loss_giou: 0.5204 (0.5069)  loss_giou_aux_0: 0.5360 (0.5334)  loss_giou_aux_1: 0.5341 (0.5170)  loss_giou_aux_2: 0.5218 (0.5118)  loss_giou_aux_3: 0.5208 (0.5081)  loss_giou_aux_4: 0.5165 (0.5069)  loss_giou_aux_5: 0.5868 (0.6047)  loss_giou_dn_0: 0.6215 (0.6321)  loss_giou_dn_1: 0.5228 (0.5275)  loss_giou_dn_2: 0.4908 (0.4997)  loss_giou_dn_3: 0.4826 (0.4911)  loss_giou_dn_4: 0.4814 (0.4890)  loss_giou_dn_5: 0.4812 (0.4892)  loss_vfl: 0.7206 (0.7171)  loss_vfl_aux_0: 0.8284 (0.8396)  loss_vfl_aux_1: 0.7593 (0.7828)  loss_vfl_aux_2: 0.7672 (0.7452)  loss_vfl_aux_3: 0.7361 (0.7283)  loss_vfl_aux_4: 0.7206 (0.7201)  loss_vfl_aux_5: 0.8324 (0.8155)  loss_vfl_dn_0: 0.4774 (0.4693)  loss_vfl_dn_1: 0.4148 (0.4085)  loss_vfl_dn_2: 0.3979 (0.3919)  loss_vfl_dn_3: 0.3900 (0.3843)  loss_vfl_dn_4: 0.3866 (0.3814)  loss_vfl_dn_5: 0.3861 (0.3806)  time: 0.4599  data: 0.0143  max mem: 5654
Epoch: [19]  [3200/7393]  eta: 0:33:42  lr: 0.000010  loss: 17.0212 (17.2074)  loss_bbox: 0.1663 (0.1680)  loss_bbox_aux_0: 0.1858 (0.1827)  loss_bbox_aux_1: 0.1760 (0.1736)  loss_bbox_aux_2: 0.1785 (0.1706)  loss_bbox_aux_3: 0.1698 (0.1684)  loss_bbox_aux_4: 0.1715 (0.1678)  loss_bbox_aux_5: 0.2229 (0.2234)  loss_bbox_dn_0: 0.2915 (0.3052)  loss_bbox_dn_1: 0.2243 (0.2349)  loss_bbox_dn_2: 0.2060 (0.2131)  loss_bbox_dn_3: 0.1991 (0.2057)  loss_bbox_dn_4: 0.1977 (0.2042)  loss_bbox_dn_5: 0.1976 (0.2042)  loss_giou: 0.4933 (0.5074)  loss_giou_aux_0: 0.5253 (0.5339)  loss_giou_aux_1: 0.5038 (0.5174)  loss_giou_aux_2: 0.4973 (0.5123)  loss_giou_aux_3: 0.4909 (0.5086)  loss_giou_aux_4: 0.4935 (0.5074)  loss_giou_aux_5: 0.5817 (0.6051)  loss_giou_dn_0: 0.6361 (0.6323)  loss_giou_dn_1: 0.5339 (0.5277)  loss_giou_dn_2: 0.5104 (0.4998)  loss_giou_dn_3: 0.5015 (0.4912)  loss_giou_dn_4: 0.4982 (0.4892)  loss_giou_dn_5: 0.4983 (0.4893)  loss_vfl: 0.7112 (0.7169)  loss_vfl_aux_0: 0.8194 (0.8393)  loss_vfl_aux_1: 0.7887 (0.7827)  loss_vfl_aux_2: 0.7445 (0.7452)  loss_vfl_aux_3: 0.7323 (0.7282)  loss_vfl_aux_4: 0.7159 (0.7200)  loss_vfl_aux_5: 0.7819 (0.8152)  loss_vfl_dn_0: 0.4688 (0.4694)  loss_vfl_dn_1: 0.4078 (0.4086)  loss_vfl_dn_2: 0.3926 (0.3920)  loss_vfl_dn_3: 0.3877 (0.3844)  loss_vfl_dn_4: 0.3846 (0.3815)  loss_vfl_dn_5: 0.3830 (0.3807)  time: 0.4614  data: 0.0137  max mem: 5654
Epoch: [19]  [3300/7393]  eta: 0:32:53  lr: 0.000010  loss: 17.4905 (17.2087)  loss_bbox: 0.1667 (0.1678)  loss_bbox_aux_0: 0.1801 (0.1826)  loss_bbox_aux_1: 0.1756 (0.1734)  loss_bbox_aux_2: 0.1652 (0.1704)  loss_bbox_aux_3: 0.1664 (0.1682)  loss_bbox_aux_4: 0.1715 (0.1677)  loss_bbox_aux_5: 0.2177 (0.2233)  loss_bbox_dn_0: 0.2958 (0.3052)  loss_bbox_dn_1: 0.2352 (0.2349)  loss_bbox_dn_2: 0.2197 (0.2131)  loss_bbox_dn_3: 0.2151 (0.2057)  loss_bbox_dn_4: 0.2111 (0.2042)  loss_bbox_dn_5: 0.2111 (0.2041)  loss_giou: 0.4593 (0.5074)  loss_giou_aux_0: 0.4927 (0.5339)  loss_giou_aux_1: 0.4808 (0.5174)  loss_giou_aux_2: 0.4693 (0.5123)  loss_giou_aux_3: 0.4666 (0.5086)  loss_giou_aux_4: 0.4605 (0.5074)  loss_giou_aux_5: 0.5674 (0.6053)  loss_giou_dn_0: 0.6258 (0.6324)  loss_giou_dn_1: 0.5271 (0.5278)  loss_giou_dn_2: 0.4987 (0.5000)  loss_giou_dn_3: 0.4866 (0.4913)  loss_giou_dn_4: 0.4819 (0.4893)  loss_giou_dn_5: 0.4815 (0.4894)  loss_vfl: 0.7412 (0.7170)  loss_vfl_aux_0: 0.8748 (0.8395)  loss_vfl_aux_1: 0.8198 (0.7830)  loss_vfl_aux_2: 0.7987 (0.7453)  loss_vfl_aux_3: 0.7675 (0.7283)  loss_vfl_aux_4: 0.7548 (0.7201)  loss_vfl_aux_5: 0.8538 (0.8154)  loss_vfl_dn_0: 0.4759 (0.4695)  loss_vfl_dn_1: 0.4105 (0.4087)  loss_vfl_dn_2: 0.3948 (0.3920)  loss_vfl_dn_3: 0.3911 (0.3844)  loss_vfl_dn_4: 0.3863 (0.3815)  loss_vfl_dn_5: 0.3852 (0.3807)  time: 0.4761  data: 0.0148  max mem: 5654
Epoch: [19]  [3400/7393]  eta: 0:32:04  lr: 0.000010  loss: 16.4998 (17.2011)  loss_bbox: 0.1650 (0.1676)  loss_bbox_aux_0: 0.1650 (0.1823)  loss_bbox_aux_1: 0.1531 (0.1732)  loss_bbox_aux_2: 0.1565 (0.1702)  loss_bbox_aux_3: 0.1511 (0.1680)  loss_bbox_aux_4: 0.1629 (0.1674)  loss_bbox_aux_5: 0.2096 (0.2231)  loss_bbox_dn_0: 0.2901 (0.3047)  loss_bbox_dn_1: 0.2292 (0.2345)  loss_bbox_dn_2: 0.2109 (0.2127)  loss_bbox_dn_3: 0.1993 (0.2053)  loss_bbox_dn_4: 0.1972 (0.2038)  loss_bbox_dn_5: 0.1975 (0.2037)  loss_giou: 0.4813 (0.5075)  loss_giou_aux_0: 0.5261 (0.5340)  loss_giou_aux_1: 0.4949 (0.5175)  loss_giou_aux_2: 0.4865 (0.5124)  loss_giou_aux_3: 0.4760 (0.5087)  loss_giou_aux_4: 0.4788 (0.5075)  loss_giou_aux_5: 0.6000 (0.6053)  loss_giou_dn_0: 0.6306 (0.6322)  loss_giou_dn_1: 0.5101 (0.5277)  loss_giou_dn_2: 0.4825 (0.4998)  loss_giou_dn_3: 0.4739 (0.4912)  loss_giou_dn_4: 0.4731 (0.4892)  loss_giou_dn_5: 0.4737 (0.4893)  loss_vfl: 0.7048 (0.7166)  loss_vfl_aux_0: 0.8060 (0.8391)  loss_vfl_aux_1: 0.7852 (0.7826)  loss_vfl_aux_2: 0.7379 (0.7449)  loss_vfl_aux_3: 0.7106 (0.7279)  loss_vfl_aux_4: 0.7055 (0.7198)  loss_vfl_aux_5: 0.7912 (0.8152)  loss_vfl_dn_0: 0.4680 (0.4694)  loss_vfl_dn_1: 0.4089 (0.4086)  loss_vfl_dn_2: 0.3900 (0.3920)  loss_vfl_dn_3: 0.3834 (0.3843)  loss_vfl_dn_4: 0.3805 (0.3814)  loss_vfl_dn_5: 0.3803 (0.3806)  time: 0.4719  data: 0.0140  max mem: 5654
Epoch: [19]  [3500/7393]  eta: 0:31:15  lr: 0.000010  loss: 16.8502 (17.1958)  loss_bbox: 0.1601 (0.1675)  loss_bbox_aux_0: 0.1738 (0.1822)  loss_bbox_aux_1: 0.1698 (0.1731)  loss_bbox_aux_2: 0.1661 (0.1702)  loss_bbox_aux_3: 0.1631 (0.1680)  loss_bbox_aux_4: 0.1614 (0.1674)  loss_bbox_aux_5: 0.2285 (0.2230)  loss_bbox_dn_0: 0.3015 (0.3044)  loss_bbox_dn_1: 0.2274 (0.2342)  loss_bbox_dn_2: 0.1974 (0.2125)  loss_bbox_dn_3: 0.1896 (0.2052)  loss_bbox_dn_4: 0.1899 (0.2036)  loss_bbox_dn_5: 0.1899 (0.2036)  loss_giou: 0.4197 (0.5074)  loss_giou_aux_0: 0.4513 (0.5338)  loss_giou_aux_1: 0.4315 (0.5174)  loss_giou_aux_2: 0.4231 (0.5123)  loss_giou_aux_3: 0.4199 (0.5086)  loss_giou_aux_4: 0.4198 (0.5074)  loss_giou_aux_5: 0.5319 (0.6051)  loss_giou_dn_0: 0.6132 (0.6321)  loss_giou_dn_1: 0.4939 (0.5275)  loss_giou_dn_2: 0.4612 (0.4997)  loss_giou_dn_3: 0.4567 (0.4911)  loss_giou_dn_4: 0.4546 (0.4891)  loss_giou_dn_5: 0.4550 (0.4892)  loss_vfl: 0.7261 (0.7164)  loss_vfl_aux_0: 0.8641 (0.8390)  loss_vfl_aux_1: 0.7785 (0.7825)  loss_vfl_aux_2: 0.7404 (0.7446)  loss_vfl_aux_3: 0.7194 (0.7276)  loss_vfl_aux_4: 0.7224 (0.7195)  loss_vfl_aux_5: 0.8134 (0.8150)  loss_vfl_dn_0: 0.4655 (0.4693)  loss_vfl_dn_1: 0.4058 (0.4085)  loss_vfl_dn_2: 0.3892 (0.3918)  loss_vfl_dn_3: 0.3818 (0.3842)  loss_vfl_dn_4: 0.3799 (0.3813)  loss_vfl_dn_5: 0.3810 (0.3805)  time: 0.4640  data: 0.0142  max mem: 5654
Epoch: [19]  [3600/7393]  eta: 0:30:26  lr: 0.000010  loss: 17.3905 (17.1995)  loss_bbox: 0.1699 (0.1676)  loss_bbox_aux_0: 0.1757 (0.1823)  loss_bbox_aux_1: 0.1641 (0.1732)  loss_bbox_aux_2: 0.1648 (0.1703)  loss_bbox_aux_3: 0.1646 (0.1681)  loss_bbox_aux_4: 0.1652 (0.1675)  loss_bbox_aux_5: 0.2312 (0.2232)  loss_bbox_dn_0: 0.2991 (0.3046)  loss_bbox_dn_1: 0.2295 (0.2344)  loss_bbox_dn_2: 0.2123 (0.2126)  loss_bbox_dn_3: 0.2107 (0.2053)  loss_bbox_dn_4: 0.2102 (0.2037)  loss_bbox_dn_5: 0.2102 (0.2037)  loss_giou: 0.4786 (0.5075)  loss_giou_aux_0: 0.5063 (0.5338)  loss_giou_aux_1: 0.4835 (0.5175)  loss_giou_aux_2: 0.4942 (0.5124)  loss_giou_aux_3: 0.4745 (0.5087)  loss_giou_aux_4: 0.4781 (0.5075)  loss_giou_aux_5: 0.6020 (0.6053)  loss_giou_dn_0: 0.6288 (0.6321)  loss_giou_dn_1: 0.5354 (0.5275)  loss_giou_dn_2: 0.4985 (0.4997)  loss_giou_dn_3: 0.4848 (0.4911)  loss_giou_dn_4: 0.4807 (0.4891)  loss_giou_dn_5: 0.4810 (0.4892)  loss_vfl: 0.7270 (0.7164)  loss_vfl_aux_0: 0.8228 (0.8395)  loss_vfl_aux_1: 0.7948 (0.7828)  loss_vfl_aux_2: 0.7376 (0.7448)  loss_vfl_aux_3: 0.7253 (0.7278)  loss_vfl_aux_4: 0.7315 (0.7196)  loss_vfl_aux_5: 0.8051 (0.8151)  loss_vfl_dn_0: 0.4667 (0.4693)  loss_vfl_dn_1: 0.4070 (0.4085)  loss_vfl_dn_2: 0.3906 (0.3918)  loss_vfl_dn_3: 0.3837 (0.3842)  loss_vfl_dn_4: 0.3825 (0.3813)  loss_vfl_dn_5: 0.3811 (0.3805)  time: 0.4738  data: 0.0146  max mem: 5654
Epoch: [19]  [3700/7393]  eta: 0:29:37  lr: 0.000010  loss: 16.6340 (17.1941)  loss_bbox: 0.1518 (0.1676)  loss_bbox_aux_0: 0.1747 (0.1821)  loss_bbox_aux_1: 0.1601 (0.1731)  loss_bbox_aux_2: 0.1535 (0.1702)  loss_bbox_aux_3: 0.1470 (0.1680)  loss_bbox_aux_4: 0.1518 (0.1675)  loss_bbox_aux_5: 0.2123 (0.2231)  loss_bbox_dn_0: 0.3075 (0.3044)  loss_bbox_dn_1: 0.2325 (0.2342)  loss_bbox_dn_2: 0.2072 (0.2124)  loss_bbox_dn_3: 0.1959 (0.2051)  loss_bbox_dn_4: 0.1920 (0.2035)  loss_bbox_dn_5: 0.1919 (0.2035)  loss_giou: 0.4623 (0.5076)  loss_giou_aux_0: 0.5049 (0.5338)  loss_giou_aux_1: 0.4859 (0.5175)  loss_giou_aux_2: 0.4794 (0.5126)  loss_giou_aux_3: 0.4680 (0.5088)  loss_giou_aux_4: 0.4740 (0.5076)  loss_giou_aux_5: 0.5758 (0.6053)  loss_giou_dn_0: 0.6245 (0.6322)  loss_giou_dn_1: 0.5245 (0.5275)  loss_giou_dn_2: 0.4920 (0.4997)  loss_giou_dn_3: 0.4857 (0.4911)  loss_giou_dn_4: 0.4825 (0.4890)  loss_giou_dn_5: 0.4825 (0.4892)  loss_vfl: 0.7056 (0.7158)  loss_vfl_aux_0: 0.8280 (0.8392)  loss_vfl_aux_1: 0.7706 (0.7824)  loss_vfl_aux_2: 0.7120 (0.7440)  loss_vfl_aux_3: 0.7007 (0.7272)  loss_vfl_aux_4: 0.6990 (0.7190)  loss_vfl_aux_5: 0.7914 (0.8148)  loss_vfl_dn_0: 0.4596 (0.4691)  loss_vfl_dn_1: 0.3999 (0.4084)  loss_vfl_dn_2: 0.3856 (0.3917)  loss_vfl_dn_3: 0.3765 (0.3841)  loss_vfl_dn_4: 0.3751 (0.3812)  loss_vfl_dn_5: 0.3738 (0.3804)  time: 0.4755  data: 0.0146  max mem: 5654
Epoch: [19]  [3800/7393]  eta: 0:28:48  lr: 0.000010  loss: 17.0164 (17.1974)  loss_bbox: 0.1673 (0.1677)  loss_bbox_aux_0: 0.1686 (0.1821)  loss_bbox_aux_1: 0.1609 (0.1731)  loss_bbox_aux_2: 0.1671 (0.1703)  loss_bbox_aux_3: 0.1678 (0.1681)  loss_bbox_aux_4: 0.1611 (0.1675)  loss_bbox_aux_5: 0.2288 (0.2231)  loss_bbox_dn_0: 0.2765 (0.3044)  loss_bbox_dn_1: 0.2198 (0.2342)  loss_bbox_dn_2: 0.1994 (0.2125)  loss_bbox_dn_3: 0.1925 (0.2052)  loss_bbox_dn_4: 0.1920 (0.2036)  loss_bbox_dn_5: 0.1919 (0.2036)  loss_giou: 0.4692 (0.5076)  loss_giou_aux_0: 0.5068 (0.5338)  loss_giou_aux_1: 0.4901 (0.5174)  loss_giou_aux_2: 0.4645 (0.5125)  loss_giou_aux_3: 0.4760 (0.5088)  loss_giou_aux_4: 0.4689 (0.5076)  loss_giou_aux_5: 0.5767 (0.6053)  loss_giou_dn_0: 0.6092 (0.6321)  loss_giou_dn_1: 0.5145 (0.5275)  loss_giou_dn_2: 0.4912 (0.4997)  loss_giou_dn_3: 0.4828 (0.4911)  loss_giou_dn_4: 0.4809 (0.4891)  loss_giou_dn_5: 0.4811 (0.4892)  loss_vfl: 0.6840 (0.7162)  loss_vfl_aux_0: 0.8431 (0.8396)  loss_vfl_aux_1: 0.7322 (0.7830)  loss_vfl_aux_2: 0.7369 (0.7445)  loss_vfl_aux_3: 0.7246 (0.7276)  loss_vfl_aux_4: 0.6914 (0.7194)  loss_vfl_aux_5: 0.8172 (0.8151)  loss_vfl_dn_0: 0.4614 (0.4691)  loss_vfl_dn_1: 0.4048 (0.4084)  loss_vfl_dn_2: 0.3912 (0.3917)  loss_vfl_dn_3: 0.3830 (0.3841)  loss_vfl_dn_4: 0.3786 (0.3812)  loss_vfl_dn_5: 0.3766 (0.3804)  time: 0.4782  data: 0.0143  max mem: 5654
Epoch: [19]  [3900/7393]  eta: 0:28:00  lr: 0.000010  loss: 17.3122 (17.1955)  loss_bbox: 0.1541 (0.1676)  loss_bbox_aux_0: 0.1715 (0.1821)  loss_bbox_aux_1: 0.1613 (0.1731)  loss_bbox_aux_2: 0.1670 (0.1702)  loss_bbox_aux_3: 0.1559 (0.1681)  loss_bbox_aux_4: 0.1534 (0.1675)  loss_bbox_aux_5: 0.2061 (0.2232)  loss_bbox_dn_0: 0.2712 (0.3045)  loss_bbox_dn_1: 0.2083 (0.2343)  loss_bbox_dn_2: 0.1899 (0.2125)  loss_bbox_dn_3: 0.1808 (0.2052)  loss_bbox_dn_4: 0.1816 (0.2036)  loss_bbox_dn_5: 0.1815 (0.2036)  loss_giou: 0.4978 (0.5074)  loss_giou_aux_0: 0.5256 (0.5337)  loss_giou_aux_1: 0.5064 (0.5173)  loss_giou_aux_2: 0.5007 (0.5124)  loss_giou_aux_3: 0.4965 (0.5086)  loss_giou_aux_4: 0.4976 (0.5075)  loss_giou_aux_5: 0.5830 (0.6053)  loss_giou_dn_0: 0.6018 (0.6320)  loss_giou_dn_1: 0.4979 (0.5274)  loss_giou_dn_2: 0.4729 (0.4996)  loss_giou_dn_3: 0.4673 (0.4910)  loss_giou_dn_4: 0.4658 (0.4890)  loss_giou_dn_5: 0.4653 (0.4891)  loss_vfl: 0.6898 (0.7161)  loss_vfl_aux_0: 0.8564 (0.8397)  loss_vfl_aux_1: 0.7583 (0.7831)  loss_vfl_aux_2: 0.7291 (0.7445)  loss_vfl_aux_3: 0.7054 (0.7275)  loss_vfl_aux_4: 0.6946 (0.7193)  loss_vfl_aux_5: 0.7904 (0.8149)  loss_vfl_dn_0: 0.4678 (0.4692)  loss_vfl_dn_1: 0.4072 (0.4083)  loss_vfl_dn_2: 0.3925 (0.3917)  loss_vfl_dn_3: 0.3860 (0.3840)  loss_vfl_dn_4: 0.3849 (0.3811)  loss_vfl_dn_5: 0.3841 (0.3803)  time: 0.4970  data: 0.0143  max mem: 5654
Epoch: [19]  [4000/7393]  eta: 0:27:11  lr: 0.000010  loss: 16.7522 (17.1952)  loss_bbox: 0.1605 (0.1677)  loss_bbox_aux_0: 0.1776 (0.1822)  loss_bbox_aux_1: 0.1629 (0.1730)  loss_bbox_aux_2: 0.1599 (0.1703)  loss_bbox_aux_3: 0.1611 (0.1681)  loss_bbox_aux_4: 0.1566 (0.1676)  loss_bbox_aux_5: 0.2145 (0.2233)  loss_bbox_dn_0: 0.3082 (0.3047)  loss_bbox_dn_1: 0.2333 (0.2344)  loss_bbox_dn_2: 0.1986 (0.2127)  loss_bbox_dn_3: 0.1875 (0.2053)  loss_bbox_dn_4: 0.1869 (0.2038)  loss_bbox_dn_5: 0.1867 (0.2037)  loss_giou: 0.4493 (0.5073)  loss_giou_aux_0: 0.4806 (0.5336)  loss_giou_aux_1: 0.4587 (0.5171)  loss_giou_aux_2: 0.4531 (0.5122)  loss_giou_aux_3: 0.4446 (0.5085)  loss_giou_aux_4: 0.4447 (0.5073)  loss_giou_aux_5: 0.5460 (0.6052)  loss_giou_dn_0: 0.5839 (0.6319)  loss_giou_dn_1: 0.4794 (0.5273)  loss_giou_dn_2: 0.4503 (0.4995)  loss_giou_dn_3: 0.4400 (0.4909)  loss_giou_dn_4: 0.4391 (0.4889)  loss_giou_dn_5: 0.4390 (0.4890)  loss_vfl: 0.7263 (0.7159)  loss_vfl_aux_0: 0.8647 (0.8399)  loss_vfl_aux_1: 0.7943 (0.7833)  loss_vfl_aux_2: 0.7377 (0.7444)  loss_vfl_aux_3: 0.7345 (0.7274)  loss_vfl_aux_4: 0.7249 (0.7192)  loss_vfl_aux_5: 0.8330 (0.8149)  loss_vfl_dn_0: 0.4687 (0.4691)  loss_vfl_dn_1: 0.4064 (0.4083)  loss_vfl_dn_2: 0.3877 (0.3916)  loss_vfl_dn_3: 0.3838 (0.3840)  loss_vfl_dn_4: 0.3829 (0.3811)  loss_vfl_dn_5: 0.3827 (0.3803)  time: 0.4736  data: 0.0145  max mem: 5654
Epoch: [19]  [4100/7393]  eta: 0:26:22  lr: 0.000010  loss: 17.3433 (17.1984)  loss_bbox: 0.1553 (0.1677)  loss_bbox_aux_0: 0.1819 (0.1822)  loss_bbox_aux_1: 0.1718 (0.1731)  loss_bbox_aux_2: 0.1675 (0.1703)  loss_bbox_aux_3: 0.1694 (0.1681)  loss_bbox_aux_4: 0.1727 (0.1676)  loss_bbox_aux_5: 0.2212 (0.2233)  loss_bbox_dn_0: 0.3275 (0.3047)  loss_bbox_dn_1: 0.2524 (0.2345)  loss_bbox_dn_2: 0.2305 (0.2128)  loss_bbox_dn_3: 0.2165 (0.2054)  loss_bbox_dn_4: 0.2138 (0.2038)  loss_bbox_dn_5: 0.2139 (0.2038)  loss_giou: 0.4943 (0.5074)  loss_giou_aux_0: 0.5197 (0.5337)  loss_giou_aux_1: 0.4999 (0.5172)  loss_giou_aux_2: 0.4978 (0.5123)  loss_giou_aux_3: 0.5019 (0.5086)  loss_giou_aux_4: 0.4932 (0.5074)  loss_giou_aux_5: 0.5950 (0.6053)  loss_giou_dn_0: 0.6310 (0.6320)  loss_giou_dn_1: 0.5276 (0.5275)  loss_giou_dn_2: 0.5062 (0.4996)  loss_giou_dn_3: 0.5016 (0.4911)  loss_giou_dn_4: 0.4992 (0.4890)  loss_giou_dn_5: 0.4993 (0.4892)  loss_vfl: 0.7645 (0.7161)  loss_vfl_aux_0: 0.8807 (0.8401)  loss_vfl_aux_1: 0.8383 (0.7835)  loss_vfl_aux_2: 0.7925 (0.7445)  loss_vfl_aux_3: 0.7809 (0.7276)  loss_vfl_aux_4: 0.7672 (0.7194)  loss_vfl_aux_5: 0.8551 (0.8150)  loss_vfl_dn_0: 0.4727 (0.4691)  loss_vfl_dn_1: 0.4133 (0.4083)  loss_vfl_dn_2: 0.3978 (0.3917)  loss_vfl_dn_3: 0.3880 (0.3840)  loss_vfl_dn_4: 0.3854 (0.3812)  loss_vfl_dn_5: 0.3865 (0.3804)  time: 0.4785  data: 0.0145  max mem: 5654
Epoch: [19]  [4200/7393]  eta: 0:25:37  lr: 0.000010  loss: 17.4248 (17.2018)  loss_bbox: 0.1555 (0.1677)  loss_bbox_aux_0: 0.1733 (0.1822)  loss_bbox_aux_1: 0.1593 (0.1730)  loss_bbox_aux_2: 0.1455 (0.1703)  loss_bbox_aux_3: 0.1626 (0.1682)  loss_bbox_aux_4: 0.1610 (0.1676)  loss_bbox_aux_5: 0.2103 (0.2233)  loss_bbox_dn_0: 0.2709 (0.3050)  loss_bbox_dn_1: 0.2062 (0.2347)  loss_bbox_dn_2: 0.1843 (0.2129)  loss_bbox_dn_3: 0.1790 (0.2056)  loss_bbox_dn_4: 0.1778 (0.2040)  loss_bbox_dn_5: 0.1781 (0.2040)  loss_giou: 0.5498 (0.5071)  loss_giou_aux_0: 0.5626 (0.5335)  loss_giou_aux_1: 0.5484 (0.5169)  loss_giou_aux_2: 0.5423 (0.5121)  loss_giou_aux_3: 0.5386 (0.5083)  loss_giou_aux_4: 0.5525 (0.5072)  loss_giou_aux_5: 0.6223 (0.6051)  loss_giou_dn_0: 0.6586 (0.6321)  loss_giou_dn_1: 0.5663 (0.5275)  loss_giou_dn_2: 0.5383 (0.4997)  loss_giou_dn_3: 0.5321 (0.4911)  loss_giou_dn_4: 0.5300 (0.4891)  loss_giou_dn_5: 0.5298 (0.4892)  loss_vfl: 0.6832 (0.7166)  loss_vfl_aux_0: 0.7853 (0.8406)  loss_vfl_aux_1: 0.7393 (0.7841)  loss_vfl_aux_2: 0.7110 (0.7449)  loss_vfl_aux_3: 0.6914 (0.7280)  loss_vfl_aux_4: 0.6814 (0.7199)  loss_vfl_aux_5: 0.7556 (0.8153)  loss_vfl_dn_0: 0.4636 (0.4691)  loss_vfl_dn_1: 0.4089 (0.4083)  loss_vfl_dn_2: 0.3922 (0.3917)  loss_vfl_dn_3: 0.3851 (0.3840)  loss_vfl_dn_4: 0.3832 (0.3812)  loss_vfl_dn_5: 0.3822 (0.3804)  time: 0.4737  data: 0.0140  max mem: 5654
Epoch: [19]  [4300/7393]  eta: 0:24:49  lr: 0.000010  loss: 16.8286 (17.2034)  loss_bbox: 0.1487 (0.1677)  loss_bbox_aux_0: 0.1594 (0.1821)  loss_bbox_aux_1: 0.1445 (0.1730)  loss_bbox_aux_2: 0.1471 (0.1703)  loss_bbox_aux_3: 0.1483 (0.1681)  loss_bbox_aux_4: 0.1486 (0.1676)  loss_bbox_aux_5: 0.2059 (0.2232)  loss_bbox_dn_0: 0.2929 (0.3048)  loss_bbox_dn_1: 0.2169 (0.2346)  loss_bbox_dn_2: 0.1940 (0.2128)  loss_bbox_dn_3: 0.1826 (0.2055)  loss_bbox_dn_4: 0.1804 (0.2039)  loss_bbox_dn_5: 0.1798 (0.2039)  loss_giou: 0.4716 (0.5073)  loss_giou_aux_0: 0.4918 (0.5337)  loss_giou_aux_1: 0.4798 (0.5171)  loss_giou_aux_2: 0.4710 (0.5123)  loss_giou_aux_3: 0.4736 (0.5085)  loss_giou_aux_4: 0.4712 (0.5073)  loss_giou_aux_5: 0.5631 (0.6053)  loss_giou_dn_0: 0.6074 (0.6322)  loss_giou_dn_1: 0.5099 (0.5276)  loss_giou_dn_2: 0.4788 (0.4998)  loss_giou_dn_3: 0.4696 (0.4913)  loss_giou_dn_4: 0.4667 (0.4892)  loss_giou_dn_5: 0.4667 (0.4894)  loss_vfl: 0.7602 (0.7167)  loss_vfl_aux_0: 0.8600 (0.8404)  loss_vfl_aux_1: 0.8238 (0.7840)  loss_vfl_aux_2: 0.7831 (0.7450)  loss_vfl_aux_3: 0.7681 (0.7281)  loss_vfl_aux_4: 0.7607 (0.7199)  loss_vfl_aux_5: 0.8327 (0.8151)  loss_vfl_dn_0: 0.4703 (0.4691)  loss_vfl_dn_1: 0.4050 (0.4084)  loss_vfl_dn_2: 0.3883 (0.3918)  loss_vfl_dn_3: 0.3804 (0.3841)  loss_vfl_dn_4: 0.3789 (0.3813)  loss_vfl_dn_5: 0.3784 (0.3805)  time: 0.4742  data: 0.0139  max mem: 5654
Epoch: [19]  [4400/7393]  eta: 0:24:00  lr: 0.000010  loss: 16.9228 (17.2015)  loss_bbox: 0.1604 (0.1676)  loss_bbox_aux_0: 0.1785 (0.1820)  loss_bbox_aux_1: 0.1600 (0.1728)  loss_bbox_aux_2: 0.1593 (0.1701)  loss_bbox_aux_3: 0.1572 (0.1680)  loss_bbox_aux_4: 0.1577 (0.1675)  loss_bbox_aux_5: 0.2106 (0.2230)  loss_bbox_dn_0: 0.2797 (0.3046)  loss_bbox_dn_1: 0.2142 (0.2344)  loss_bbox_dn_2: 0.1921 (0.2126)  loss_bbox_dn_3: 0.1895 (0.2053)  loss_bbox_dn_4: 0.1874 (0.2038)  loss_bbox_dn_5: 0.1874 (0.2038)  loss_giou: 0.4995 (0.5073)  loss_giou_aux_0: 0.5180 (0.5337)  loss_giou_aux_1: 0.4865 (0.5171)  loss_giou_aux_2: 0.4927 (0.5122)  loss_giou_aux_3: 0.4906 (0.5085)  loss_giou_aux_4: 0.4996 (0.5073)  loss_giou_aux_5: 0.5992 (0.6053)  loss_giou_dn_0: 0.6419 (0.6321)  loss_giou_dn_1: 0.5375 (0.5276)  loss_giou_dn_2: 0.5145 (0.4998)  loss_giou_dn_3: 0.5065 (0.4913)  loss_giou_dn_4: 0.5045 (0.4893)  loss_giou_dn_5: 0.5042 (0.4894)  loss_vfl: 0.7071 (0.7168)  loss_vfl_aux_0: 0.8141 (0.8406)  loss_vfl_aux_1: 0.7858 (0.7842)  loss_vfl_aux_2: 0.7511 (0.7452)  loss_vfl_aux_3: 0.7225 (0.7282)  loss_vfl_aux_4: 0.7118 (0.7200)  loss_vfl_aux_5: 0.7783 (0.8151)  loss_vfl_dn_0: 0.4760 (0.4692)  loss_vfl_dn_1: 0.4090 (0.4084)  loss_vfl_dn_2: 0.3939 (0.3918)  loss_vfl_dn_3: 0.3849 (0.3841)  loss_vfl_dn_4: 0.3818 (0.3813)  loss_vfl_dn_5: 0.3860 (0.3805)  time: 0.4596  data: 0.0140  max mem: 5654
Epoch: [19]  [4500/7393]  eta: 0:23:11  lr: 0.000010  loss: 17.0125 (17.1998)  loss_bbox: 0.1519 (0.1676)  loss_bbox_aux_0: 0.1672 (0.1820)  loss_bbox_aux_1: 0.1549 (0.1729)  loss_bbox_aux_2: 0.1521 (0.1701)  loss_bbox_aux_3: 0.1556 (0.1681)  loss_bbox_aux_4: 0.1564 (0.1676)  loss_bbox_aux_5: 0.2214 (0.2232)  loss_bbox_dn_0: 0.2799 (0.3047)  loss_bbox_dn_1: 0.2197 (0.2344)  loss_bbox_dn_2: 0.2037 (0.2127)  loss_bbox_dn_3: 0.2011 (0.2054)  loss_bbox_dn_4: 0.2010 (0.2038)  loss_bbox_dn_5: 0.2010 (0.2038)  loss_giou: 0.4590 (0.5069)  loss_giou_aux_0: 0.4835 (0.5333)  loss_giou_aux_1: 0.4535 (0.5168)  loss_giou_aux_2: 0.4666 (0.5119)  loss_giou_aux_3: 0.4691 (0.5082)  loss_giou_aux_4: 0.4655 (0.5070)  loss_giou_aux_5: 0.5613 (0.6050)  loss_giou_dn_0: 0.6120 (0.6319)  loss_giou_dn_1: 0.5034 (0.5274)  loss_giou_dn_2: 0.4780 (0.4995)  loss_giou_dn_3: 0.4685 (0.4910)  loss_giou_dn_4: 0.4652 (0.4890)  loss_giou_dn_5: 0.4648 (0.4891)  loss_vfl: 0.7201 (0.7170)  loss_vfl_aux_0: 0.8418 (0.8410)  loss_vfl_aux_1: 0.7974 (0.7845)  loss_vfl_aux_2: 0.7503 (0.7455)  loss_vfl_aux_3: 0.7226 (0.7283)  loss_vfl_aux_4: 0.7207 (0.7202)  loss_vfl_aux_5: 0.8093 (0.8154)  loss_vfl_dn_0: 0.4682 (0.4692)  loss_vfl_dn_1: 0.4096 (0.4083)  loss_vfl_dn_2: 0.3888 (0.3917)  loss_vfl_dn_3: 0.3824 (0.3840)  loss_vfl_dn_4: 0.3804 (0.3812)  loss_vfl_dn_5: 0.3796 (0.3804)  time: 0.4704  data: 0.0137  max mem: 5654
Epoch: [19]  [4600/7393]  eta: 0:22:22  lr: 0.000010  loss: 17.3700 (17.1989)  loss_bbox: 0.1775 (0.1678)  loss_bbox_aux_0: 0.1958 (0.1822)  loss_bbox_aux_1: 0.1813 (0.1730)  loss_bbox_aux_2: 0.1768 (0.1703)  loss_bbox_aux_3: 0.1765 (0.1682)  loss_bbox_aux_4: 0.1776 (0.1678)  loss_bbox_aux_5: 0.2180 (0.2234)  loss_bbox_dn_0: 0.3133 (0.3049)  loss_bbox_dn_1: 0.2297 (0.2346)  loss_bbox_dn_2: 0.2172 (0.2128)  loss_bbox_dn_3: 0.2072 (0.2055)  loss_bbox_dn_4: 0.2048 (0.2040)  loss_bbox_dn_5: 0.2049 (0.2040)  loss_giou: 0.5308 (0.5066)  loss_giou_aux_0: 0.5350 (0.5330)  loss_giou_aux_1: 0.5152 (0.5165)  loss_giou_aux_2: 0.5288 (0.5115)  loss_giou_aux_3: 0.5301 (0.5078)  loss_giou_aux_4: 0.5307 (0.5067)  loss_giou_aux_5: 0.6242 (0.6047)  loss_giou_dn_0: 0.5997 (0.6317)  loss_giou_dn_1: 0.5200 (0.5272)  loss_giou_dn_2: 0.5006 (0.4994)  loss_giou_dn_3: 0.4989 (0.4908)  loss_giou_dn_4: 0.4988 (0.4888)  loss_giou_dn_5: 0.4988 (0.4889)  loss_vfl: 0.7146 (0.7170)  loss_vfl_aux_0: 0.8609 (0.8411)  loss_vfl_aux_1: 0.7965 (0.7846)  loss_vfl_aux_2: 0.7623 (0.7456)  loss_vfl_aux_3: 0.7300 (0.7284)  loss_vfl_aux_4: 0.7202 (0.7201)  loss_vfl_aux_5: 0.8422 (0.8155)  loss_vfl_dn_0: 0.4778 (0.4692)  loss_vfl_dn_1: 0.4153 (0.4083)  loss_vfl_dn_2: 0.3938 (0.3917)  loss_vfl_dn_3: 0.3792 (0.3840)  loss_vfl_dn_4: 0.3777 (0.3812)  loss_vfl_dn_5: 0.3774 (0.3804)  time: 0.4784  data: 0.0142  max mem: 5654
Epoch: [19]  [4700/7393]  eta: 0:21:34  lr: 0.000010  loss: 17.3823 (17.1993)  loss_bbox: 0.1726 (0.1677)  loss_bbox_aux_0: 0.1848 (0.1821)  loss_bbox_aux_1: 0.1774 (0.1729)  loss_bbox_aux_2: 0.1715 (0.1702)  loss_bbox_aux_3: 0.1751 (0.1681)  loss_bbox_aux_4: 0.1720 (0.1677)  loss_bbox_aux_5: 0.2125 (0.2231)  loss_bbox_dn_0: 0.2913 (0.3045)  loss_bbox_dn_1: 0.2254 (0.2343)  loss_bbox_dn_2: 0.1986 (0.2126)  loss_bbox_dn_3: 0.1924 (0.2053)  loss_bbox_dn_4: 0.1920 (0.2037)  loss_bbox_dn_5: 0.1920 (0.2037)  loss_giou: 0.4939 (0.5069)  loss_giou_aux_0: 0.5164 (0.5333)  loss_giou_aux_1: 0.4910 (0.5167)  loss_giou_aux_2: 0.5078 (0.5118)  loss_giou_aux_3: 0.4872 (0.5080)  loss_giou_aux_4: 0.4893 (0.5069)  loss_giou_aux_5: 0.5920 (0.6049)  loss_giou_dn_0: 0.6197 (0.6320)  loss_giou_dn_1: 0.5126 (0.5275)  loss_giou_dn_2: 0.4750 (0.4996)  loss_giou_dn_3: 0.4665 (0.4911)  loss_giou_dn_4: 0.4654 (0.4891)  loss_giou_dn_5: 0.4660 (0.4892)  loss_vfl: 0.7270 (0.7169)  loss_vfl_aux_0: 0.8393 (0.8409)  loss_vfl_aux_1: 0.7634 (0.7846)  loss_vfl_aux_2: 0.7516 (0.7456)  loss_vfl_aux_3: 0.7384 (0.7284)  loss_vfl_aux_4: 0.7364 (0.7200)  loss_vfl_aux_5: 0.8225 (0.8153)  loss_vfl_dn_0: 0.4672 (0.4692)  loss_vfl_dn_1: 0.4075 (0.4083)  loss_vfl_dn_2: 0.3936 (0.3917)  loss_vfl_dn_3: 0.3833 (0.3840)  loss_vfl_dn_4: 0.3803 (0.3812)  loss_vfl_dn_5: 0.3801 (0.3804)  time: 0.4602  data: 0.0138  max mem: 5654
Epoch: [19]  [4800/7393]  eta: 0:20:45  lr: 0.000010  loss: 17.0732 (17.2012)  loss_bbox: 0.1359 (0.1677)  loss_bbox_aux_0: 0.1550 (0.1820)  loss_bbox_aux_1: 0.1426 (0.1729)  loss_bbox_aux_2: 0.1381 (0.1701)  loss_bbox_aux_3: 0.1362 (0.1681)  loss_bbox_aux_4: 0.1361 (0.1677)  loss_bbox_aux_5: 0.1811 (0.2230)  loss_bbox_dn_0: 0.2503 (0.3043)  loss_bbox_dn_1: 0.1917 (0.2341)  loss_bbox_dn_2: 0.1664 (0.2124)  loss_bbox_dn_3: 0.1602 (0.2051)  loss_bbox_dn_4: 0.1585 (0.2035)  loss_bbox_dn_5: 0.1585 (0.2035)  loss_giou: 0.5355 (0.5074)  loss_giou_aux_0: 0.5462 (0.5339)  loss_giou_aux_1: 0.5346 (0.5173)  loss_giou_aux_2: 0.5222 (0.5123)  loss_giou_aux_3: 0.5399 (0.5085)  loss_giou_aux_4: 0.5350 (0.5075)  loss_giou_aux_5: 0.6455 (0.6053)  loss_giou_dn_0: 0.6472 (0.6322)  loss_giou_dn_1: 0.5566 (0.5278)  loss_giou_dn_2: 0.5263 (0.4999)  loss_giou_dn_3: 0.5172 (0.4914)  loss_giou_dn_4: 0.5141 (0.4893)  loss_giou_dn_5: 0.5143 (0.4895)  loss_vfl: 0.6850 (0.7166)  loss_vfl_aux_0: 0.8363 (0.8406)  loss_vfl_aux_1: 0.7804 (0.7842)  loss_vfl_aux_2: 0.7178 (0.7452)  loss_vfl_aux_3: 0.7026 (0.7281)  loss_vfl_aux_4: 0.6756 (0.7197)  loss_vfl_aux_5: 0.7931 (0.8151)  loss_vfl_dn_0: 0.4605 (0.4692)  loss_vfl_dn_1: 0.4066 (0.4083)  loss_vfl_dn_2: 0.3885 (0.3917)  loss_vfl_dn_3: 0.3819 (0.3841)  loss_vfl_dn_4: 0.3792 (0.3812)  loss_vfl_dn_5: 0.3817 (0.3804)  time: 0.4714  data: 0.0138  max mem: 5654
Epoch: [19]  [4900/7393]  eta: 0:19:59  lr: 0.000010  loss: 17.3265 (17.2022)  loss_bbox: 0.1622 (0.1677)  loss_bbox_aux_0: 0.1808 (0.1820)  loss_bbox_aux_1: 0.1841 (0.1729)  loss_bbox_aux_2: 0.1704 (0.1701)  loss_bbox_aux_3: 0.1632 (0.1681)  loss_bbox_aux_4: 0.1621 (0.1677)  loss_bbox_aux_5: 0.2258 (0.2230)  loss_bbox_dn_0: 0.3097 (0.3044)  loss_bbox_dn_1: 0.2339 (0.2342)  loss_bbox_dn_2: 0.2152 (0.2125)  loss_bbox_dn_3: 0.2013 (0.2051)  loss_bbox_dn_4: 0.2006 (0.2036)  loss_bbox_dn_5: 0.2008 (0.2036)  loss_giou: 0.4988 (0.5074)  loss_giou_aux_0: 0.5201 (0.5338)  loss_giou_aux_1: 0.5097 (0.5173)  loss_giou_aux_2: 0.5081 (0.5123)  loss_giou_aux_3: 0.5052 (0.5085)  loss_giou_aux_4: 0.5014 (0.5074)  loss_giou_aux_5: 0.5936 (0.6053)  loss_giou_dn_0: 0.6611 (0.6322)  loss_giou_dn_1: 0.5485 (0.5278)  loss_giou_dn_2: 0.5184 (0.5000)  loss_giou_dn_3: 0.5062 (0.4914)  loss_giou_dn_4: 0.5049 (0.4894)  loss_giou_dn_5: 0.5049 (0.4895)  loss_vfl: 0.7315 (0.7167)  loss_vfl_aux_0: 0.8525 (0.8406)  loss_vfl_aux_1: 0.8201 (0.7841)  loss_vfl_aux_2: 0.7518 (0.7454)  loss_vfl_aux_3: 0.7460 (0.7282)  loss_vfl_aux_4: 0.7318 (0.7199)  loss_vfl_aux_5: 0.8498 (0.8153)  loss_vfl_dn_0: 0.4761 (0.4692)  loss_vfl_dn_1: 0.4139 (0.4083)  loss_vfl_dn_2: 0.3964 (0.3917)  loss_vfl_dn_3: 0.3862 (0.3841)  loss_vfl_dn_4: 0.3814 (0.3812)  loss_vfl_dn_5: 0.3811 (0.3804)  time: 0.7349  data: 0.0141  max mem: 5654
Epoch: [19]  [5000/7393]  eta: 0:19:11  lr: 0.000010  loss: 17.5369 (17.2054)  loss_bbox: 0.1616 (0.1678)  loss_bbox_aux_0: 0.1792 (0.1821)  loss_bbox_aux_1: 0.1617 (0.1730)  loss_bbox_aux_2: 0.1582 (0.1702)  loss_bbox_aux_3: 0.1595 (0.1682)  loss_bbox_aux_4: 0.1545 (0.1677)  loss_bbox_aux_5: 0.2084 (0.2230)  loss_bbox_dn_0: 0.2951 (0.3046)  loss_bbox_dn_1: 0.2416 (0.2343)  loss_bbox_dn_2: 0.2068 (0.2126)  loss_bbox_dn_3: 0.1959 (0.2053)  loss_bbox_dn_4: 0.1940 (0.2037)  loss_bbox_dn_5: 0.1939 (0.2037)  loss_giou: 0.4994 (0.5077)  loss_giou_aux_0: 0.5331 (0.5342)  loss_giou_aux_1: 0.5180 (0.5176)  loss_giou_aux_2: 0.5159 (0.5126)  loss_giou_aux_3: 0.5060 (0.5088)  loss_giou_aux_4: 0.4995 (0.5077)  loss_giou_aux_5: 0.6024 (0.6056)  loss_giou_dn_0: 0.6489 (0.6324)  loss_giou_dn_1: 0.5413 (0.5279)  loss_giou_dn_2: 0.5050 (0.5001)  loss_giou_dn_3: 0.4943 (0.4915)  loss_giou_dn_4: 0.4899 (0.4895)  loss_giou_dn_5: 0.4899 (0.4897)  loss_vfl: 0.7009 (0.7164)  loss_vfl_aux_0: 0.8448 (0.8406)  loss_vfl_aux_1: 0.7663 (0.7839)  loss_vfl_aux_2: 0.7366 (0.7451)  loss_vfl_aux_3: 0.7188 (0.7280)  loss_vfl_aux_4: 0.7029 (0.7197)  loss_vfl_aux_5: 0.8117 (0.8152)  loss_vfl_dn_0: 0.4629 (0.4691)  loss_vfl_dn_1: 0.4086 (0.4083)  loss_vfl_dn_2: 0.3955 (0.3917)  loss_vfl_dn_3: 0.3880 (0.3840)  loss_vfl_dn_4: 0.3836 (0.3812)  loss_vfl_dn_5: 0.3802 (0.3804)  time: 0.4741  data: 0.0141  max mem: 5654
Epoch: [19]  [5100/7393]  eta: 0:18:22  lr: 0.000010  loss: 17.5639 (17.2106)  loss_bbox: 0.1592 (0.1678)  loss_bbox_aux_0: 0.1747 (0.1822)  loss_bbox_aux_1: 0.1741 (0.1731)  loss_bbox_aux_2: 0.1651 (0.1703)  loss_bbox_aux_3: 0.1639 (0.1683)  loss_bbox_aux_4: 0.1575 (0.1678)  loss_bbox_aux_5: 0.2125 (0.2231)  loss_bbox_dn_0: 0.2706 (0.3046)  loss_bbox_dn_1: 0.2182 (0.2344)  loss_bbox_dn_2: 0.1932 (0.2127)  loss_bbox_dn_3: 0.1835 (0.2053)  loss_bbox_dn_4: 0.1814 (0.2038)  loss_bbox_dn_5: 0.1814 (0.2037)  loss_giou: 0.4755 (0.5081)  loss_giou_aux_0: 0.5090 (0.5345)  loss_giou_aux_1: 0.4919 (0.5180)  loss_giou_aux_2: 0.4843 (0.5130)  loss_giou_aux_3: 0.4836 (0.5092)  loss_giou_aux_4: 0.4794 (0.5081)  loss_giou_aux_5: 0.5715 (0.6059)  loss_giou_dn_0: 0.6255 (0.6326)  loss_giou_dn_1: 0.5055 (0.5282)  loss_giou_dn_2: 0.4809 (0.5003)  loss_giou_dn_3: 0.4691 (0.4918)  loss_giou_dn_4: 0.4671 (0.4898)  loss_giou_dn_5: 0.4672 (0.4899)  loss_vfl: 0.7355 (0.7165)  loss_vfl_aux_0: 0.8690 (0.8407)  loss_vfl_aux_1: 0.7959 (0.7840)  loss_vfl_aux_2: 0.7541 (0.7452)  loss_vfl_aux_3: 0.7374 (0.7280)  loss_vfl_aux_4: 0.7422 (0.7197)  loss_vfl_aux_5: 0.8171 (0.8153)  loss_vfl_dn_0: 0.4653 (0.4692)  loss_vfl_dn_1: 0.4105 (0.4083)  loss_vfl_dn_2: 0.3892 (0.3917)  loss_vfl_dn_3: 0.3841 (0.3841)  loss_vfl_dn_4: 0.3825 (0.3812)  loss_vfl_dn_5: 0.3816 (0.3804)  time: 0.4739  data: 0.0134  max mem: 5654
Epoch: [19]  [5200/7393]  eta: 0:17:34  lr: 0.000010  loss: 17.3015 (17.2094)  loss_bbox: 0.1749 (0.1678)  loss_bbox_aux_0: 0.1894 (0.1822)  loss_bbox_aux_1: 0.1724 (0.1731)  loss_bbox_aux_2: 0.1704 (0.1703)  loss_bbox_aux_3: 0.1685 (0.1682)  loss_bbox_aux_4: 0.1692 (0.1677)  loss_bbox_aux_5: 0.2299 (0.2230)  loss_bbox_dn_0: 0.3071 (0.3046)  loss_bbox_dn_1: 0.2392 (0.2344)  loss_bbox_dn_2: 0.2139 (0.2126)  loss_bbox_dn_3: 0.2037 (0.2053)  loss_bbox_dn_4: 0.2027 (0.2037)  loss_bbox_dn_5: 0.2028 (0.2037)  loss_giou: 0.4799 (0.5080)  loss_giou_aux_0: 0.5062 (0.5345)  loss_giou_aux_1: 0.4770 (0.5180)  loss_giou_aux_2: 0.4785 (0.5130)  loss_giou_aux_3: 0.4795 (0.5092)  loss_giou_aux_4: 0.4779 (0.5081)  loss_giou_aux_5: 0.5654 (0.6059)  loss_giou_dn_0: 0.6023 (0.6326)  loss_giou_dn_1: 0.4988 (0.5281)  loss_giou_dn_2: 0.4644 (0.5003)  loss_giou_dn_3: 0.4563 (0.4917)  loss_giou_dn_4: 0.4555 (0.4897)  loss_giou_dn_5: 0.4554 (0.4899)  loss_vfl: 0.7090 (0.7165)  loss_vfl_aux_0: 0.8401 (0.8407)  loss_vfl_aux_1: 0.7749 (0.7839)  loss_vfl_aux_2: 0.7336 (0.7451)  loss_vfl_aux_3: 0.7146 (0.7280)  loss_vfl_aux_4: 0.7142 (0.7197)  loss_vfl_aux_5: 0.8036 (0.8153)  loss_vfl_dn_0: 0.4732 (0.4692)  loss_vfl_dn_1: 0.4066 (0.4083)  loss_vfl_dn_2: 0.3889 (0.3916)  loss_vfl_dn_3: 0.3758 (0.3840)  loss_vfl_dn_4: 0.3741 (0.3812)  loss_vfl_dn_5: 0.3730 (0.3804)  time: 0.4784  data: 0.0137  max mem: 5654
Epoch: [19]  [5300/7393]  eta: 0:16:48  lr: 0.000010  loss: 17.3298 (17.2093)  loss_bbox: 0.1650 (0.1678)  loss_bbox_aux_0: 0.1706 (0.1821)  loss_bbox_aux_1: 0.1658 (0.1731)  loss_bbox_aux_2: 0.1650 (0.1703)  loss_bbox_aux_3: 0.1629 (0.1682)  loss_bbox_aux_4: 0.1656 (0.1677)  loss_bbox_aux_5: 0.2106 (0.2230)  loss_bbox_dn_0: 0.3134 (0.3045)  loss_bbox_dn_1: 0.2373 (0.2343)  loss_bbox_dn_2: 0.2120 (0.2126)  loss_bbox_dn_3: 0.2111 (0.2052)  loss_bbox_dn_4: 0.2107 (0.2037)  loss_bbox_dn_5: 0.2109 (0.2036)  loss_giou: 0.5018 (0.5081)  loss_giou_aux_0: 0.5235 (0.5346)  loss_giou_aux_1: 0.5098 (0.5180)  loss_giou_aux_2: 0.4988 (0.5130)  loss_giou_aux_3: 0.5053 (0.5093)  loss_giou_aux_4: 0.5048 (0.5082)  loss_giou_aux_5: 0.5820 (0.6059)  loss_giou_dn_0: 0.6392 (0.6327)  loss_giou_dn_1: 0.5475 (0.5282)  loss_giou_dn_2: 0.5124 (0.5004)  loss_giou_dn_3: 0.4958 (0.4918)  loss_giou_dn_4: 0.4961 (0.4898)  loss_giou_dn_5: 0.4965 (0.4899)  loss_vfl: 0.6879 (0.7165)  loss_vfl_aux_0: 0.8170 (0.8406)  loss_vfl_aux_1: 0.7679 (0.7838)  loss_vfl_aux_2: 0.7290 (0.7451)  loss_vfl_aux_3: 0.7142 (0.7279)  loss_vfl_aux_4: 0.6939 (0.7197)  loss_vfl_aux_5: 0.7696 (0.8150)  loss_vfl_dn_0: 0.4643 (0.4691)  loss_vfl_dn_1: 0.4089 (0.4083)  loss_vfl_dn_2: 0.3930 (0.3917)  loss_vfl_dn_3: 0.3868 (0.3840)  loss_vfl_dn_4: 0.3764 (0.3812)  loss_vfl_dn_5: 0.3755 (0.3804)  time: 0.4742  data: 0.0140  max mem: 5654
Epoch: [19]  [5400/7393]  eta: 0:15:59  lr: 0.000010  loss: 16.7925 (17.2145)  loss_bbox: 0.1628 (0.1679)  loss_bbox_aux_0: 0.1759 (0.1822)  loss_bbox_aux_1: 0.1686 (0.1732)  loss_bbox_aux_2: 0.1670 (0.1704)  loss_bbox_aux_3: 0.1668 (0.1684)  loss_bbox_aux_4: 0.1650 (0.1679)  loss_bbox_aux_5: 0.2196 (0.2232)  loss_bbox_dn_0: 0.2835 (0.3046)  loss_bbox_dn_1: 0.2186 (0.2344)  loss_bbox_dn_2: 0.2024 (0.2127)  loss_bbox_dn_3: 0.1964 (0.2054)  loss_bbox_dn_4: 0.1954 (0.2038)  loss_bbox_dn_5: 0.1953 (0.2038)  loss_giou: 0.4767 (0.5084)  loss_giou_aux_0: 0.4993 (0.5348)  loss_giou_aux_1: 0.4731 (0.5183)  loss_giou_aux_2: 0.4769 (0.5133)  loss_giou_aux_3: 0.4680 (0.5095)  loss_giou_aux_4: 0.4648 (0.5084)  loss_giou_aux_5: 0.5695 (0.6061)  loss_giou_dn_0: 0.6178 (0.6329)  loss_giou_dn_1: 0.5250 (0.5284)  loss_giou_dn_2: 0.4915 (0.5006)  loss_giou_dn_3: 0.4846 (0.4920)  loss_giou_dn_4: 0.4814 (0.4900)  loss_giou_dn_5: 0.4814 (0.4901)  loss_vfl: 0.7143 (0.7165)  loss_vfl_aux_0: 0.8316 (0.8406)  loss_vfl_aux_1: 0.7751 (0.7839)  loss_vfl_aux_2: 0.7477 (0.7452)  loss_vfl_aux_3: 0.7190 (0.7279)  loss_vfl_aux_4: 0.7163 (0.7197)  loss_vfl_aux_5: 0.8106 (0.8150)  loss_vfl_dn_0: 0.4719 (0.4691)  loss_vfl_dn_1: 0.4091 (0.4083)  loss_vfl_dn_2: 0.3932 (0.3917)  loss_vfl_dn_3: 0.3861 (0.3841)  loss_vfl_dn_4: 0.3839 (0.3812)  loss_vfl_dn_5: 0.3833 (0.3805)  time: 0.4671  data: 0.0150  max mem: 5654
Epoch: [19]  [5500/7393]  eta: 0:15:11  lr: 0.000010  loss: 16.7889 (17.2146)  loss_bbox: 0.1643 (0.1679)  loss_bbox_aux_0: 0.1791 (0.1823)  loss_bbox_aux_1: 0.1577 (0.1732)  loss_bbox_aux_2: 0.1727 (0.1704)  loss_bbox_aux_3: 0.1703 (0.1684)  loss_bbox_aux_4: 0.1559 (0.1679)  loss_bbox_aux_5: 0.2241 (0.2232)  loss_bbox_dn_0: 0.2973 (0.3047)  loss_bbox_dn_1: 0.2314 (0.2345)  loss_bbox_dn_2: 0.2154 (0.2128)  loss_bbox_dn_3: 0.2082 (0.2054)  loss_bbox_dn_4: 0.2085 (0.2038)  loss_bbox_dn_5: 0.2086 (0.2038)  loss_giou: 0.4726 (0.5084)  loss_giou_aux_0: 0.5066 (0.5349)  loss_giou_aux_1: 0.4751 (0.5183)  loss_giou_aux_2: 0.4788 (0.5133)  loss_giou_aux_3: 0.4679 (0.5096)  loss_giou_aux_4: 0.4726 (0.5084)  loss_giou_aux_5: 0.5674 (0.6061)  loss_giou_dn_0: 0.6347 (0.6329)  loss_giou_dn_1: 0.5391 (0.5284)  loss_giou_dn_2: 0.5022 (0.5006)  loss_giou_dn_3: 0.4928 (0.4920)  loss_giou_dn_4: 0.4920 (0.4900)  loss_giou_dn_5: 0.4919 (0.4901)  loss_vfl: 0.7167 (0.7164)  loss_vfl_aux_0: 0.8315 (0.8406)  loss_vfl_aux_1: 0.7784 (0.7841)  loss_vfl_aux_2: 0.7462 (0.7452)  loss_vfl_aux_3: 0.7313 (0.7278)  loss_vfl_aux_4: 0.7240 (0.7197)  loss_vfl_aux_5: 0.7870 (0.8149)  loss_vfl_dn_0: 0.4676 (0.4691)  loss_vfl_dn_1: 0.4022 (0.4083)  loss_vfl_dn_2: 0.3867 (0.3917)  loss_vfl_dn_3: 0.3805 (0.3841)  loss_vfl_dn_4: 0.3760 (0.3812)  loss_vfl_dn_5: 0.3746 (0.3804)  time: 0.4725  data: 0.0143  max mem: 5654
Epoch: [19]  [5600/7393]  eta: 0:14:24  lr: 0.000010  loss: 17.3360 (17.2138)  loss_bbox: 0.1621 (0.1680)  loss_bbox_aux_0: 0.1688 (0.1823)  loss_bbox_aux_1: 0.1611 (0.1733)  loss_bbox_aux_2: 0.1594 (0.1704)  loss_bbox_aux_3: 0.1664 (0.1684)  loss_bbox_aux_4: 0.1642 (0.1679)  loss_bbox_aux_5: 0.2076 (0.2233)  loss_bbox_dn_0: 0.2874 (0.3048)  loss_bbox_dn_1: 0.2205 (0.2346)  loss_bbox_dn_2: 0.1946 (0.2129)  loss_bbox_dn_3: 0.1903 (0.2055)  loss_bbox_dn_4: 0.1900 (0.2039)  loss_bbox_dn_5: 0.1899 (0.2039)  loss_giou: 0.4922 (0.5082)  loss_giou_aux_0: 0.4978 (0.5346)  loss_giou_aux_1: 0.4906 (0.5181)  loss_giou_aux_2: 0.4883 (0.5130)  loss_giou_aux_3: 0.4874 (0.5093)  loss_giou_aux_4: 0.4885 (0.5082)  loss_giou_aux_5: 0.5625 (0.6059)  loss_giou_dn_0: 0.6031 (0.6328)  loss_giou_dn_1: 0.5070 (0.5282)  loss_giou_dn_2: 0.4787 (0.5004)  loss_giou_dn_3: 0.4752 (0.4918)  loss_giou_dn_4: 0.4750 (0.4898)  loss_giou_dn_5: 0.4754 (0.4899)  loss_vfl: 0.7012 (0.7166)  loss_vfl_aux_0: 0.8692 (0.8406)  loss_vfl_aux_1: 0.7939 (0.7841)  loss_vfl_aux_2: 0.7374 (0.7454)  loss_vfl_aux_3: 0.7149 (0.7279)  loss_vfl_aux_4: 0.7092 (0.7198)  loss_vfl_aux_5: 0.8242 (0.8150)  loss_vfl_dn_0: 0.4730 (0.4691)  loss_vfl_dn_1: 0.4187 (0.4083)  loss_vfl_dn_2: 0.4005 (0.3917)  loss_vfl_dn_3: 0.3913 (0.3841)  loss_vfl_dn_4: 0.3890 (0.3812)  loss_vfl_dn_5: 0.3881 (0.3805)  time: 0.4638  data: 0.0136  max mem: 5654
Epoch: [19]  [5700/7393]  eta: 0:13:35  lr: 0.000010  loss: 17.3333 (17.2134)  loss_bbox: 0.1610 (0.1680)  loss_bbox_aux_0: 0.1721 (0.1824)  loss_bbox_aux_1: 0.1638 (0.1734)  loss_bbox_aux_2: 0.1713 (0.1705)  loss_bbox_aux_3: 0.1547 (0.1685)  loss_bbox_aux_4: 0.1600 (0.1680)  loss_bbox_aux_5: 0.2132 (0.2234)  loss_bbox_dn_0: 0.2885 (0.3049)  loss_bbox_dn_1: 0.2329 (0.2347)  loss_bbox_dn_2: 0.2191 (0.2130)  loss_bbox_dn_3: 0.2123 (0.2056)  loss_bbox_dn_4: 0.2068 (0.2041)  loss_bbox_dn_5: 0.2069 (0.2040)  loss_giou: 0.4932 (0.5081)  loss_giou_aux_0: 0.5005 (0.5346)  loss_giou_aux_1: 0.4951 (0.5180)  loss_giou_aux_2: 0.5076 (0.5129)  loss_giou_aux_3: 0.5032 (0.5093)  loss_giou_aux_4: 0.4932 (0.5082)  loss_giou_aux_5: 0.5598 (0.6057)  loss_giou_dn_0: 0.6156 (0.6327)  loss_giou_dn_1: 0.5104 (0.5282)  loss_giou_dn_2: 0.4811 (0.5004)  loss_giou_dn_3: 0.4724 (0.4918)  loss_giou_dn_4: 0.4723 (0.4898)  loss_giou_dn_5: 0.4727 (0.4900)  loss_vfl: 0.6921 (0.7164)  loss_vfl_aux_0: 0.8222 (0.8404)  loss_vfl_aux_1: 0.7636 (0.7839)  loss_vfl_aux_2: 0.7223 (0.7454)  loss_vfl_aux_3: 0.7042 (0.7277)  loss_vfl_aux_4: 0.6965 (0.7196)  loss_vfl_aux_5: 0.8067 (0.8150)  loss_vfl_dn_0: 0.4636 (0.4691)  loss_vfl_dn_1: 0.4090 (0.4083)  loss_vfl_dn_2: 0.3864 (0.3917)  loss_vfl_dn_3: 0.3772 (0.3841)  loss_vfl_dn_4: 0.3769 (0.3812)  loss_vfl_dn_5: 0.3752 (0.3804)  time: 0.4677  data: 0.0136  max mem: 5654
Epoch: [19]  [5800/7393]  eta: 0:12:46  lr: 0.000010  loss: 16.6406 (17.2138)  loss_bbox: 0.1639 (0.1680)  loss_bbox_aux_0: 0.1766 (0.1824)  loss_bbox_aux_1: 0.1744 (0.1734)  loss_bbox_aux_2: 0.1766 (0.1705)  loss_bbox_aux_3: 0.1650 (0.1685)  loss_bbox_aux_4: 0.1625 (0.1680)  loss_bbox_aux_5: 0.2072 (0.2233)  loss_bbox_dn_0: 0.3074 (0.3048)  loss_bbox_dn_1: 0.2368 (0.2346)  loss_bbox_dn_2: 0.2179 (0.2129)  loss_bbox_dn_3: 0.2116 (0.2055)  loss_bbox_dn_4: 0.2090 (0.2040)  loss_bbox_dn_5: 0.2091 (0.2040)  loss_giou: 0.4448 (0.5085)  loss_giou_aux_0: 0.4590 (0.5349)  loss_giou_aux_1: 0.4510 (0.5183)  loss_giou_aux_2: 0.4482 (0.5132)  loss_giou_aux_3: 0.4441 (0.5097)  loss_giou_aux_4: 0.4492 (0.5086)  loss_giou_aux_5: 0.5390 (0.6061)  loss_giou_dn_0: 0.5966 (0.6328)  loss_giou_dn_1: 0.4942 (0.5283)  loss_giou_dn_2: 0.4722 (0.5005)  loss_giou_dn_3: 0.4634 (0.4919)  loss_giou_dn_4: 0.4621 (0.4899)  loss_giou_dn_5: 0.4621 (0.4900)  loss_vfl: 0.7063 (0.7161)  loss_vfl_aux_0: 0.8214 (0.8402)  loss_vfl_aux_1: 0.7792 (0.7838)  loss_vfl_aux_2: 0.7356 (0.7452)  loss_vfl_aux_3: 0.7023 (0.7275)  loss_vfl_aux_4: 0.7012 (0.7194)  loss_vfl_aux_5: 0.8130 (0.8147)  loss_vfl_dn_0: 0.4670 (0.4691)  loss_vfl_dn_1: 0.4105 (0.4083)  loss_vfl_dn_2: 0.3909 (0.3917)  loss_vfl_dn_3: 0.3790 (0.3841)  loss_vfl_dn_4: 0.3757 (0.3812)  loss_vfl_dn_5: 0.3735 (0.3805)  time: 0.4654  data: 0.0135  max mem: 5654
Epoch: [19]  [5900/7393]  eta: 0:11:58  lr: 0.000010  loss: 16.8065 (17.2120)  loss_bbox: 0.1530 (0.1680)  loss_bbox_aux_0: 0.1614 (0.1823)  loss_bbox_aux_1: 0.1628 (0.1733)  loss_bbox_aux_2: 0.1558 (0.1704)  loss_bbox_aux_3: 0.1555 (0.1684)  loss_bbox_aux_4: 0.1530 (0.1680)  loss_bbox_aux_5: 0.2009 (0.2233)  loss_bbox_dn_0: 0.2864 (0.3047)  loss_bbox_dn_1: 0.2247 (0.2346)  loss_bbox_dn_2: 0.2062 (0.2129)  loss_bbox_dn_3: 0.1960 (0.2055)  loss_bbox_dn_4: 0.1956 (0.2039)  loss_bbox_dn_5: 0.1956 (0.2039)  loss_giou: 0.4615 (0.5084)  loss_giou_aux_0: 0.4884 (0.5347)  loss_giou_aux_1: 0.4621 (0.5181)  loss_giou_aux_2: 0.4631 (0.5130)  loss_giou_aux_3: 0.4588 (0.5095)  loss_giou_aux_4: 0.4613 (0.5084)  loss_giou_aux_5: 0.5493 (0.6059)  loss_giou_dn_0: 0.5930 (0.6326)  loss_giou_dn_1: 0.4884 (0.5281)  loss_giou_dn_2: 0.4555 (0.5003)  loss_giou_dn_3: 0.4483 (0.4917)  loss_giou_dn_4: 0.4458 (0.4897)  loss_giou_dn_5: 0.4458 (0.4898)  loss_vfl: 0.7089 (0.7162)  loss_vfl_aux_0: 0.8604 (0.8404)  loss_vfl_aux_1: 0.7923 (0.7840)  loss_vfl_aux_2: 0.7482 (0.7452)  loss_vfl_aux_3: 0.7176 (0.7276)  loss_vfl_aux_4: 0.7044 (0.7194)  loss_vfl_aux_5: 0.8153 (0.8150)  loss_vfl_dn_0: 0.4624 (0.4691)  loss_vfl_dn_1: 0.4013 (0.4083)  loss_vfl_dn_2: 0.3838 (0.3917)  loss_vfl_dn_3: 0.3762 (0.3841)  loss_vfl_dn_4: 0.3750 (0.3812)  loss_vfl_dn_5: 0.3759 (0.3805)  time: 0.4603  data: 0.0135  max mem: 5654
Epoch: [19]  [6000/7393]  eta: 0:11:09  lr: 0.000010  loss: 17.6239 (17.2118)  loss_bbox: 0.2027 (0.1682)  loss_bbox_aux_0: 0.2044 (0.1825)  loss_bbox_aux_1: 0.2041 (0.1734)  loss_bbox_aux_2: 0.1956 (0.1705)  loss_bbox_aux_3: 0.1958 (0.1686)  loss_bbox_aux_4: 0.1949 (0.1681)  loss_bbox_aux_5: 0.2483 (0.2234)  loss_bbox_dn_0: 0.3294 (0.3050)  loss_bbox_dn_1: 0.2594 (0.2347)  loss_bbox_dn_2: 0.2408 (0.2130)  loss_bbox_dn_3: 0.2292 (0.2056)  loss_bbox_dn_4: 0.2283 (0.2041)  loss_bbox_dn_5: 0.2282 (0.2041)  loss_giou: 0.4697 (0.5082)  loss_giou_aux_0: 0.4697 (0.5345)  loss_giou_aux_1: 0.4590 (0.5179)  loss_giou_aux_2: 0.4547 (0.5129)  loss_giou_aux_3: 0.4635 (0.5094)  loss_giou_aux_4: 0.4566 (0.5083)  loss_giou_aux_5: 0.5540 (0.6056)  loss_giou_dn_0: 0.6227 (0.6325)  loss_giou_dn_1: 0.5112 (0.5280)  loss_giou_dn_2: 0.4898 (0.5002)  loss_giou_dn_3: 0.4793 (0.4916)  loss_giou_dn_4: 0.4774 (0.4896)  loss_giou_dn_5: 0.4780 (0.4897)  loss_vfl: 0.7174 (0.7161)  loss_vfl_aux_0: 0.8598 (0.8405)  loss_vfl_aux_1: 0.7983 (0.7840)  loss_vfl_aux_2: 0.7641 (0.7453)  loss_vfl_aux_3: 0.7389 (0.7276)  loss_vfl_aux_4: 0.7197 (0.7194)  loss_vfl_aux_5: 0.8176 (0.8151)  loss_vfl_dn_0: 0.4702 (0.4691)  loss_vfl_dn_1: 0.4066 (0.4082)  loss_vfl_dn_2: 0.3849 (0.3917)  loss_vfl_dn_3: 0.3822 (0.3841)  loss_vfl_dn_4: 0.3809 (0.3812)  loss_vfl_dn_5: 0.3811 (0.3804)  time: 0.4736  data: 0.0138  max mem: 5654
Epoch: [19]  [6100/7393]  eta: 0:10:21  lr: 0.000010  loss: 17.2035 (17.2113)  loss_bbox: 0.1838 (0.1681)  loss_bbox_aux_0: 0.1961 (0.1825)  loss_bbox_aux_1: 0.1920 (0.1734)  loss_bbox_aux_2: 0.1882 (0.1705)  loss_bbox_aux_3: 0.1865 (0.1685)  loss_bbox_aux_4: 0.1838 (0.1681)  loss_bbox_aux_5: 0.2481 (0.2234)  loss_bbox_dn_0: 0.3311 (0.3050)  loss_bbox_dn_1: 0.2615 (0.2348)  loss_bbox_dn_2: 0.2399 (0.2130)  loss_bbox_dn_3: 0.2311 (0.2057)  loss_bbox_dn_4: 0.2305 (0.2041)  loss_bbox_dn_5: 0.2304 (0.2041)  loss_giou: 0.4568 (0.5081)  loss_giou_aux_0: 0.4600 (0.5344)  loss_giou_aux_1: 0.4552 (0.5178)  loss_giou_aux_2: 0.4556 (0.5128)  loss_giou_aux_3: 0.4565 (0.5093)  loss_giou_aux_4: 0.4536 (0.5082)  loss_giou_aux_5: 0.5327 (0.6055)  loss_giou_dn_0: 0.5951 (0.6324)  loss_giou_dn_1: 0.4939 (0.5279)  loss_giou_dn_2: 0.4620 (0.5001)  loss_giou_dn_3: 0.4485 (0.4915)  loss_giou_dn_4: 0.4444 (0.4895)  loss_giou_dn_5: 0.4441 (0.4896)  loss_vfl: 0.6942 (0.7162)  loss_vfl_aux_0: 0.8701 (0.8405)  loss_vfl_aux_1: 0.7591 (0.7840)  loss_vfl_aux_2: 0.7314 (0.7454)  loss_vfl_aux_3: 0.7273 (0.7276)  loss_vfl_aux_4: 0.7157 (0.7195)  loss_vfl_aux_5: 0.8405 (0.8150)  loss_vfl_dn_0: 0.4750 (0.4691)  loss_vfl_dn_1: 0.4045 (0.4082)  loss_vfl_dn_2: 0.3891 (0.3916)  loss_vfl_dn_3: 0.3861 (0.3840)  loss_vfl_dn_4: 0.3819 (0.3812)  loss_vfl_dn_5: 0.3796 (0.3804)  time: 0.4581  data: 0.0143  max mem: 5654
Epoch: [19]  [6200/7393]  eta: 0:09:33  lr: 0.000010  loss: 17.4247 (17.2101)  loss_bbox: 0.1531 (0.1681)  loss_bbox_aux_0: 0.1576 (0.1824)  loss_bbox_aux_1: 0.1596 (0.1733)  loss_bbox_aux_2: 0.1545 (0.1704)  loss_bbox_aux_3: 0.1550 (0.1685)  loss_bbox_aux_4: 0.1517 (0.1680)  loss_bbox_aux_5: 0.1965 (0.2234)  loss_bbox_dn_0: 0.2822 (0.3049)  loss_bbox_dn_1: 0.2088 (0.2346)  loss_bbox_dn_2: 0.1835 (0.2129)  loss_bbox_dn_3: 0.1770 (0.2056)  loss_bbox_dn_4: 0.1747 (0.2040)  loss_bbox_dn_5: 0.1747 (0.2040)  loss_giou: 0.5074 (0.5081)  loss_giou_aux_0: 0.5363 (0.5344)  loss_giou_aux_1: 0.5277 (0.5178)  loss_giou_aux_2: 0.5149 (0.5128)  loss_giou_aux_3: 0.5115 (0.5093)  loss_giou_aux_4: 0.5134 (0.5082)  loss_giou_aux_5: 0.6170 (0.6056)  loss_giou_dn_0: 0.6302 (0.6323)  loss_giou_dn_1: 0.5235 (0.5278)  loss_giou_dn_2: 0.4924 (0.5000)  loss_giou_dn_3: 0.4859 (0.4914)  loss_giou_dn_4: 0.4842 (0.4894)  loss_giou_dn_5: 0.4842 (0.4896)  loss_vfl: 0.7197 (0.7163)  loss_vfl_aux_0: 0.8625 (0.8406)  loss_vfl_aux_1: 0.7794 (0.7841)  loss_vfl_aux_2: 0.7659 (0.7455)  loss_vfl_aux_3: 0.7440 (0.7277)  loss_vfl_aux_4: 0.7296 (0.7195)  loss_vfl_aux_5: 0.8287 (0.8150)  loss_vfl_dn_0: 0.4758 (0.4691)  loss_vfl_dn_1: 0.4116 (0.4082)  loss_vfl_dn_2: 0.3970 (0.3917)  loss_vfl_dn_3: 0.3909 (0.3841)  loss_vfl_dn_4: 0.3880 (0.3812)  loss_vfl_dn_5: 0.3867 (0.3805)  time: 0.4685  data: 0.0133  max mem: 5654
Epoch: [19]  [6300/7393]  eta: 0:08:44  lr: 0.000010  loss: 17.2574 (17.2098)  loss_bbox: 0.1587 (0.1680)  loss_bbox_aux_0: 0.1640 (0.1823)  loss_bbox_aux_1: 0.1569 (0.1733)  loss_bbox_aux_2: 0.1620 (0.1704)  loss_bbox_aux_3: 0.1599 (0.1684)  loss_bbox_aux_4: 0.1596 (0.1680)  loss_bbox_aux_5: 0.2167 (0.2232)  loss_bbox_dn_0: 0.2938 (0.3048)  loss_bbox_dn_1: 0.2279 (0.2345)  loss_bbox_dn_2: 0.2086 (0.2128)  loss_bbox_dn_3: 0.2030 (0.2055)  loss_bbox_dn_4: 0.1995 (0.2039)  loss_bbox_dn_5: 0.1993 (0.2039)  loss_giou: 0.5024 (0.5081)  loss_giou_aux_0: 0.4989 (0.5344)  loss_giou_aux_1: 0.4877 (0.5178)  loss_giou_aux_2: 0.5056 (0.5128)  loss_giou_aux_3: 0.5054 (0.5093)  loss_giou_aux_4: 0.5027 (0.5082)  loss_giou_aux_5: 0.5772 (0.6055)  loss_giou_dn_0: 0.6170 (0.6323)  loss_giou_dn_1: 0.5048 (0.5278)  loss_giou_dn_2: 0.4785 (0.5000)  loss_giou_dn_3: 0.4736 (0.4914)  loss_giou_dn_4: 0.4721 (0.4894)  loss_giou_dn_5: 0.4724 (0.4895)  loss_vfl: 0.7164 (0.7163)  loss_vfl_aux_0: 0.8582 (0.8407)  loss_vfl_aux_1: 0.7890 (0.7842)  loss_vfl_aux_2: 0.7635 (0.7456)  loss_vfl_aux_3: 0.7324 (0.7278)  loss_vfl_aux_4: 0.7188 (0.7195)  loss_vfl_aux_5: 0.8213 (0.8152)  loss_vfl_dn_0: 0.4694 (0.4691)  loss_vfl_dn_1: 0.4094 (0.4083)  loss_vfl_dn_2: 0.3939 (0.3917)  loss_vfl_dn_3: 0.3865 (0.3841)  loss_vfl_dn_4: 0.3816 (0.3813)  loss_vfl_dn_5: 0.3804 (0.3805)  time: 0.4635  data: 0.0133  max mem: 5654
Epoch: [19]  [6400/7393]  eta: 0:07:56  lr: 0.000010  loss: 17.0180 (17.2068)  loss_bbox: 0.1650 (0.1681)  loss_bbox_aux_0: 0.1700 (0.1823)  loss_bbox_aux_1: 0.1699 (0.1733)  loss_bbox_aux_2: 0.1667 (0.1704)  loss_bbox_aux_3: 0.1658 (0.1685)  loss_bbox_aux_4: 0.1651 (0.1680)  loss_bbox_aux_5: 0.2090 (0.2233)  loss_bbox_dn_0: 0.3043 (0.3048)  loss_bbox_dn_1: 0.2301 (0.2346)  loss_bbox_dn_2: 0.2059 (0.2128)  loss_bbox_dn_3: 0.1959 (0.2055)  loss_bbox_dn_4: 0.1944 (0.2039)  loss_bbox_dn_5: 0.1945 (0.2039)  loss_giou: 0.4656 (0.5077)  loss_giou_aux_0: 0.4942 (0.5340)  loss_giou_aux_1: 0.4750 (0.5174)  loss_giou_aux_2: 0.4645 (0.5124)  loss_giou_aux_3: 0.4572 (0.5089)  loss_giou_aux_4: 0.4598 (0.5078)  loss_giou_aux_5: 0.5783 (0.6052)  loss_giou_dn_0: 0.5914 (0.6321)  loss_giou_dn_1: 0.5022 (0.5276)  loss_giou_dn_2: 0.4779 (0.4998)  loss_giou_dn_3: 0.4732 (0.4912)  loss_giou_dn_4: 0.4718 (0.4892)  loss_giou_dn_5: 0.4721 (0.4893)  loss_vfl: 0.7316 (0.7164)  loss_vfl_aux_0: 0.8638 (0.8409)  loss_vfl_aux_1: 0.7878 (0.7842)  loss_vfl_aux_2: 0.7536 (0.7456)  loss_vfl_aux_3: 0.7371 (0.7279)  loss_vfl_aux_4: 0.7359 (0.7196)  loss_vfl_aux_5: 0.8356 (0.8153)  loss_vfl_dn_0: 0.4742 (0.4691)  loss_vfl_dn_1: 0.4079 (0.4082)  loss_vfl_dn_2: 0.3922 (0.3917)  loss_vfl_dn_3: 0.3857 (0.3841)  loss_vfl_dn_4: 0.3810 (0.3812)  loss_vfl_dn_5: 0.3794 (0.3805)  time: 0.4586  data: 0.0132  max mem: 5654
Epoch: [19]  [6500/7393]  eta: 0:07:08  lr: 0.000010  loss: 16.8100 (17.2006)  loss_bbox: 0.1583 (0.1680)  loss_bbox_aux_0: 0.1741 (0.1823)  loss_bbox_aux_1: 0.1711 (0.1733)  loss_bbox_aux_2: 0.1641 (0.1704)  loss_bbox_aux_3: 0.1515 (0.1684)  loss_bbox_aux_4: 0.1521 (0.1680)  loss_bbox_aux_5: 0.2151 (0.2232)  loss_bbox_dn_0: 0.2755 (0.3048)  loss_bbox_dn_1: 0.2184 (0.2345)  loss_bbox_dn_2: 0.1908 (0.2128)  loss_bbox_dn_3: 0.1878 (0.2054)  loss_bbox_dn_4: 0.1870 (0.2039)  loss_bbox_dn_5: 0.1869 (0.2039)  loss_giou: 0.4597 (0.5074)  loss_giou_aux_0: 0.4931 (0.5337)  loss_giou_aux_1: 0.4732 (0.5171)  loss_giou_aux_2: 0.4602 (0.5121)  loss_giou_aux_3: 0.4664 (0.5086)  loss_giou_aux_4: 0.4619 (0.5075)  loss_giou_aux_5: 0.5830 (0.6049)  loss_giou_dn_0: 0.6173 (0.6319)  loss_giou_dn_1: 0.5073 (0.5274)  loss_giou_dn_2: 0.4769 (0.4996)  loss_giou_dn_3: 0.4672 (0.4910)  loss_giou_dn_4: 0.4665 (0.4890)  loss_giou_dn_5: 0.4674 (0.4891)  loss_vfl: 0.7065 (0.7161)  loss_vfl_aux_0: 0.8064 (0.8408)  loss_vfl_aux_1: 0.7656 (0.7840)  loss_vfl_aux_2: 0.7258 (0.7453)  loss_vfl_aux_3: 0.7206 (0.7275)  loss_vfl_aux_4: 0.6984 (0.7193)  loss_vfl_aux_5: 0.8005 (0.8152)  loss_vfl_dn_0: 0.4605 (0.4691)  loss_vfl_dn_1: 0.4092 (0.4082)  loss_vfl_dn_2: 0.3895 (0.3916)  loss_vfl_dn_3: 0.3802 (0.3840)  loss_vfl_dn_4: 0.3809 (0.3811)  loss_vfl_dn_5: 0.3756 (0.3804)  time: 0.4811  data: 0.0132  max mem: 5654
Epoch: [19]  [6600/7393]  eta: 0:06:20  lr: 0.000010  loss: 17.2105 (17.2020)  loss_bbox: 0.1678 (0.1681)  loss_bbox_aux_0: 0.1808 (0.1823)  loss_bbox_aux_1: 0.1734 (0.1733)  loss_bbox_aux_2: 0.1709 (0.1704)  loss_bbox_aux_3: 0.1659 (0.1685)  loss_bbox_aux_4: 0.1630 (0.1680)  loss_bbox_aux_5: 0.2383 (0.2232)  loss_bbox_dn_0: 0.3078 (0.3047)  loss_bbox_dn_1: 0.2375 (0.2344)  loss_bbox_dn_2: 0.2125 (0.2127)  loss_bbox_dn_3: 0.2033 (0.2053)  loss_bbox_dn_4: 0.2012 (0.2038)  loss_bbox_dn_5: 0.2019 (0.2038)  loss_giou: 0.4839 (0.5076)  loss_giou_aux_0: 0.5121 (0.5338)  loss_giou_aux_1: 0.5040 (0.5172)  loss_giou_aux_2: 0.4949 (0.5122)  loss_giou_aux_3: 0.4783 (0.5087)  loss_giou_aux_4: 0.4866 (0.5077)  loss_giou_aux_5: 0.5849 (0.6050)  loss_giou_dn_0: 0.6107 (0.6319)  loss_giou_dn_1: 0.5173 (0.5274)  loss_giou_dn_2: 0.4912 (0.4996)  loss_giou_dn_3: 0.4866 (0.4910)  loss_giou_dn_4: 0.4881 (0.4890)  loss_giou_dn_5: 0.4882 (0.4892)  loss_vfl: 0.7260 (0.7162)  loss_vfl_aux_0: 0.8466 (0.8409)  loss_vfl_aux_1: 0.7917 (0.7841)  loss_vfl_aux_2: 0.7333 (0.7455)  loss_vfl_aux_3: 0.7333 (0.7276)  loss_vfl_aux_4: 0.7312 (0.7193)  loss_vfl_aux_5: 0.8707 (0.8152)  loss_vfl_dn_0: 0.4624 (0.4691)  loss_vfl_dn_1: 0.4045 (0.4082)  loss_vfl_dn_2: 0.3853 (0.3916)  loss_vfl_dn_3: 0.3792 (0.3840)  loss_vfl_dn_4: 0.3775 (0.3812)  loss_vfl_dn_5: 0.3784 (0.3804)  time: 0.4640  data: 0.0135  max mem: 5654
Epoch: [19]  [6700/7393]  eta: 0:05:32  lr: 0.000010  loss: 17.4170 (17.2020)  loss_bbox: 0.1836 (0.1681)  loss_bbox_aux_0: 0.1854 (0.1823)  loss_bbox_aux_1: 0.1747 (0.1733)  loss_bbox_aux_2: 0.1823 (0.1704)  loss_bbox_aux_3: 0.1876 (0.1684)  loss_bbox_aux_4: 0.1832 (0.1681)  loss_bbox_aux_5: 0.2146 (0.2233)  loss_bbox_dn_0: 0.2909 (0.3048)  loss_bbox_dn_1: 0.2303 (0.2345)  loss_bbox_dn_2: 0.2166 (0.2128)  loss_bbox_dn_3: 0.2165 (0.2054)  loss_bbox_dn_4: 0.2167 (0.2039)  loss_bbox_dn_5: 0.2165 (0.2039)  loss_giou: 0.4980 (0.5074)  loss_giou_aux_0: 0.5290 (0.5336)  loss_giou_aux_1: 0.5204 (0.5171)  loss_giou_aux_2: 0.5098 (0.5120)  loss_giou_aux_3: 0.4996 (0.5085)  loss_giou_aux_4: 0.4980 (0.5075)  loss_giou_aux_5: 0.6099 (0.6049)  loss_giou_dn_0: 0.6487 (0.6318)  loss_giou_dn_1: 0.5526 (0.5273)  loss_giou_dn_2: 0.5240 (0.4995)  loss_giou_dn_3: 0.5185 (0.4909)  loss_giou_dn_4: 0.5143 (0.4889)  loss_giou_dn_5: 0.5141 (0.4891)  loss_vfl: 0.7252 (0.7163)  loss_vfl_aux_0: 0.8460 (0.8410)  loss_vfl_aux_1: 0.8090 (0.7843)  loss_vfl_aux_2: 0.7509 (0.7457)  loss_vfl_aux_3: 0.7463 (0.7278)  loss_vfl_aux_4: 0.7350 (0.7195)  loss_vfl_aux_5: 0.8298 (0.8154)  loss_vfl_dn_0: 0.4635 (0.4691)  loss_vfl_dn_1: 0.4066 (0.4082)  loss_vfl_dn_2: 0.3916 (0.3916)  loss_vfl_dn_3: 0.3857 (0.3840)  loss_vfl_dn_4: 0.3822 (0.3812)  loss_vfl_dn_5: 0.3828 (0.3804)  time: 0.4603  data: 0.0135  max mem: 5654
Epoch: [19]  [6800/7393]  eta: 0:04:44  lr: 0.000010  loss: 16.6783 (17.2020)  loss_bbox: 0.1646 (0.1681)  loss_bbox_aux_0: 0.1752 (0.1822)  loss_bbox_aux_1: 0.1615 (0.1732)  loss_bbox_aux_2: 0.1657 (0.1703)  loss_bbox_aux_3: 0.1676 (0.1684)  loss_bbox_aux_4: 0.1644 (0.1681)  loss_bbox_aux_5: 0.2193 (0.2232)  loss_bbox_dn_0: 0.2764 (0.3047)  loss_bbox_dn_1: 0.2069 (0.2345)  loss_bbox_dn_2: 0.1926 (0.2127)  loss_bbox_dn_3: 0.1817 (0.2054)  loss_bbox_dn_4: 0.1819 (0.2038)  loss_bbox_dn_5: 0.1818 (0.2038)  loss_giou: 0.4679 (0.5075)  loss_giou_aux_0: 0.5122 (0.5337)  loss_giou_aux_1: 0.4987 (0.5171)  loss_giou_aux_2: 0.4842 (0.5120)  loss_giou_aux_3: 0.4770 (0.5086)  loss_giou_aux_4: 0.4674 (0.5076)  loss_giou_aux_5: 0.5585 (0.6049)  loss_giou_dn_0: 0.6116 (0.6318)  loss_giou_dn_1: 0.4994 (0.5273)  loss_giou_dn_2: 0.4765 (0.4995)  loss_giou_dn_3: 0.4665 (0.4909)  loss_giou_dn_4: 0.4660 (0.4889)  loss_giou_dn_5: 0.4660 (0.4890)  loss_vfl: 0.7053 (0.7163)  loss_vfl_aux_0: 0.8062 (0.8409)  loss_vfl_aux_1: 0.7698 (0.7843)  loss_vfl_aux_2: 0.7403 (0.7457)  loss_vfl_aux_3: 0.7138 (0.7278)  loss_vfl_aux_4: 0.7121 (0.7195)  loss_vfl_aux_5: 0.8097 (0.8154)  loss_vfl_dn_0: 0.4750 (0.4691)  loss_vfl_dn_1: 0.4112 (0.4082)  loss_vfl_dn_2: 0.3970 (0.3917)  loss_vfl_dn_3: 0.3900 (0.3840)  loss_vfl_dn_4: 0.3867 (0.3812)  loss_vfl_dn_5: 0.3856 (0.3804)  time: 0.4705  data: 0.0145  max mem: 5654
Epoch: [19]  [6900/7393]  eta: 0:03:56  lr: 0.000010  loss: 17.2950 (17.2024)  loss_bbox: 0.1658 (0.1681)  loss_bbox_aux_0: 0.1699 (0.1822)  loss_bbox_aux_1: 0.1644 (0.1733)  loss_bbox_aux_2: 0.1674 (0.1704)  loss_bbox_aux_3: 0.1619 (0.1685)  loss_bbox_aux_4: 0.1652 (0.1681)  loss_bbox_aux_5: 0.2204 (0.2232)  loss_bbox_dn_0: 0.2956 (0.3046)  loss_bbox_dn_1: 0.2356 (0.2345)  loss_bbox_dn_2: 0.2136 (0.2127)  loss_bbox_dn_3: 0.1998 (0.2054)  loss_bbox_dn_4: 0.1971 (0.2038)  loss_bbox_dn_5: 0.1971 (0.2038)  loss_giou: 0.4998 (0.5076)  loss_giou_aux_0: 0.5188 (0.5338)  loss_giou_aux_1: 0.5106 (0.5172)  loss_giou_aux_2: 0.5098 (0.5121)  loss_giou_aux_3: 0.5159 (0.5087)  loss_giou_aux_4: 0.4981 (0.5077)  loss_giou_aux_5: 0.6115 (0.6050)  loss_giou_dn_0: 0.6168 (0.6318)  loss_giou_dn_1: 0.5128 (0.5273)  loss_giou_dn_2: 0.4853 (0.4995)  loss_giou_dn_3: 0.4742 (0.4909)  loss_giou_dn_4: 0.4710 (0.4889)  loss_giou_dn_5: 0.4709 (0.4891)  loss_vfl: 0.6637 (0.7163)  loss_vfl_aux_0: 0.7825 (0.8407)  loss_vfl_aux_1: 0.7214 (0.7842)  loss_vfl_aux_2: 0.6926 (0.7457)  loss_vfl_aux_3: 0.6611 (0.7278)  loss_vfl_aux_4: 0.6622 (0.7194)  loss_vfl_aux_5: 0.7792 (0.8153)  loss_vfl_dn_0: 0.4620 (0.4691)  loss_vfl_dn_1: 0.4061 (0.4082)  loss_vfl_dn_2: 0.3918 (0.3916)  loss_vfl_dn_3: 0.3869 (0.3840)  loss_vfl_dn_4: 0.3873 (0.3812)  loss_vfl_dn_5: 0.3852 (0.3804)  time: 0.4899  data: 0.0142  max mem: 5654
Epoch: [19]  [7000/7393]  eta: 0:03:08  lr: 0.000010  loss: 17.1055 (17.2007)  loss_bbox: 0.1593 (0.1681)  loss_bbox_aux_0: 0.1767 (0.1822)  loss_bbox_aux_1: 0.1656 (0.1732)  loss_bbox_aux_2: 0.1711 (0.1703)  loss_bbox_aux_3: 0.1659 (0.1685)  loss_bbox_aux_4: 0.1648 (0.1681)  loss_bbox_aux_5: 0.2269 (0.2232)  loss_bbox_dn_0: 0.2836 (0.3045)  loss_bbox_dn_1: 0.2185 (0.2344)  loss_bbox_dn_2: 0.2015 (0.2126)  loss_bbox_dn_3: 0.1926 (0.2053)  loss_bbox_dn_4: 0.1906 (0.2038)  loss_bbox_dn_5: 0.1908 (0.2038)  loss_giou: 0.5092 (0.5077)  loss_giou_aux_0: 0.5125 (0.5339)  loss_giou_aux_1: 0.4981 (0.5172)  loss_giou_aux_2: 0.4980 (0.5122)  loss_giou_aux_3: 0.5013 (0.5088)  loss_giou_aux_4: 0.5066 (0.5077)  loss_giou_aux_5: 0.5821 (0.6050)  loss_giou_dn_0: 0.6150 (0.6318)  loss_giou_dn_1: 0.5136 (0.5273)  loss_giou_dn_2: 0.4817 (0.4995)  loss_giou_dn_3: 0.4779 (0.4910)  loss_giou_dn_4: 0.4768 (0.4889)  loss_giou_dn_5: 0.4783 (0.4891)  loss_vfl: 0.7185 (0.7161)  loss_vfl_aux_0: 0.8592 (0.8406)  loss_vfl_aux_1: 0.8191 (0.7841)  loss_vfl_aux_2: 0.7558 (0.7456)  loss_vfl_aux_3: 0.7236 (0.7276)  loss_vfl_aux_4: 0.7186 (0.7192)  loss_vfl_aux_5: 0.8193 (0.8150)  loss_vfl_dn_0: 0.4577 (0.4690)  loss_vfl_dn_1: 0.4024 (0.4081)  loss_vfl_dn_2: 0.3855 (0.3916)  loss_vfl_dn_3: 0.3809 (0.3840)  loss_vfl_dn_4: 0.3759 (0.3812)  loss_vfl_dn_5: 0.3757 (0.3804)  time: 0.4615  data: 0.0149  max mem: 5654
Epoch: [19]  [7100/7393]  eta: 0:02:20  lr: 0.000010  loss: 17.3298 (17.1996)  loss_bbox: 0.1624 (0.1681)  loss_bbox_aux_0: 0.1756 (0.1822)  loss_bbox_aux_1: 0.1668 (0.1732)  loss_bbox_aux_2: 0.1631 (0.1703)  loss_bbox_aux_3: 0.1622 (0.1685)  loss_bbox_aux_4: 0.1625 (0.1681)  loss_bbox_aux_5: 0.2135 (0.2232)  loss_bbox_dn_0: 0.2758 (0.3045)  loss_bbox_dn_1: 0.2099 (0.2344)  loss_bbox_dn_2: 0.1896 (0.2126)  loss_bbox_dn_3: 0.1808 (0.2053)  loss_bbox_dn_4: 0.1801 (0.2038)  loss_bbox_dn_5: 0.1797 (0.2037)  loss_giou: 0.5080 (0.5075)  loss_giou_aux_0: 0.5275 (0.5337)  loss_giou_aux_1: 0.5328 (0.5171)  loss_giou_aux_2: 0.5207 (0.5120)  loss_giou_aux_3: 0.5184 (0.5086)  loss_giou_aux_4: 0.5083 (0.5076)  loss_giou_aux_5: 0.6264 (0.6049)  loss_giou_dn_0: 0.6383 (0.6317)  loss_giou_dn_1: 0.5323 (0.5272)  loss_giou_dn_2: 0.5000 (0.4994)  loss_giou_dn_3: 0.4867 (0.4908)  loss_giou_dn_4: 0.4839 (0.4888)  loss_giou_dn_5: 0.4837 (0.4890)  loss_vfl: 0.7083 (0.7162)  loss_vfl_aux_0: 0.8203 (0.8407)  loss_vfl_aux_1: 0.7707 (0.7842)  loss_vfl_aux_2: 0.7351 (0.7457)  loss_vfl_aux_3: 0.7204 (0.7277)  loss_vfl_aux_4: 0.7079 (0.7194)  loss_vfl_aux_5: 0.7725 (0.8151)  loss_vfl_dn_0: 0.4699 (0.4691)  loss_vfl_dn_1: 0.4156 (0.4082)  loss_vfl_dn_2: 0.3983 (0.3916)  loss_vfl_dn_3: 0.3884 (0.3840)  loss_vfl_dn_4: 0.3890 (0.3812)  loss_vfl_dn_5: 0.3883 (0.3804)  time: 0.4559  data: 0.0137  max mem: 5654
Epoch: [19]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 17.4380 (17.2012)  loss_bbox: 0.1695 (0.1682)  loss_bbox_aux_0: 0.1744 (0.1822)  loss_bbox_aux_1: 0.1765 (0.1733)  loss_bbox_aux_2: 0.1705 (0.1704)  loss_bbox_aux_3: 0.1808 (0.1685)  loss_bbox_aux_4: 0.1735 (0.1682)  loss_bbox_aux_5: 0.2161 (0.2232)  loss_bbox_dn_0: 0.2906 (0.3045)  loss_bbox_dn_1: 0.2224 (0.2344)  loss_bbox_dn_2: 0.2061 (0.2127)  loss_bbox_dn_3: 0.1963 (0.2053)  loss_bbox_dn_4: 0.1961 (0.2038)  loss_bbox_dn_5: 0.1961 (0.2038)  loss_giou: 0.5069 (0.5075)  loss_giou_aux_0: 0.5229 (0.5337)  loss_giou_aux_1: 0.5309 (0.5171)  loss_giou_aux_2: 0.5242 (0.5120)  loss_giou_aux_3: 0.5099 (0.5087)  loss_giou_aux_4: 0.5078 (0.5076)  loss_giou_aux_5: 0.5889 (0.6049)  loss_giou_dn_0: 0.6623 (0.6318)  loss_giou_dn_1: 0.5458 (0.5273)  loss_giou_dn_2: 0.5244 (0.4994)  loss_giou_dn_3: 0.5138 (0.4909)  loss_giou_dn_4: 0.5105 (0.4889)  loss_giou_dn_5: 0.5104 (0.4890)  loss_vfl: 0.6979 (0.7163)  loss_vfl_aux_0: 0.8179 (0.8407)  loss_vfl_aux_1: 0.7618 (0.7843)  loss_vfl_aux_2: 0.7198 (0.7458)  loss_vfl_aux_3: 0.7046 (0.7278)  loss_vfl_aux_4: 0.6936 (0.7195)  loss_vfl_aux_5: 0.8156 (0.8151)  loss_vfl_dn_0: 0.4718 (0.4691)  loss_vfl_dn_1: 0.4164 (0.4082)  loss_vfl_dn_2: 0.3985 (0.3916)  loss_vfl_dn_3: 0.3933 (0.3841)  loss_vfl_dn_4: 0.3888 (0.3812)  loss_vfl_dn_5: 0.3880 (0.3804)  time: 0.4979  data: 0.0140  max mem: 5654
Epoch: [19]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 17.4016 (17.2001)  loss_bbox: 0.1574 (0.1682)  loss_bbox_aux_0: 0.1743 (0.1822)  loss_bbox_aux_1: 0.1689 (0.1733)  loss_bbox_aux_2: 0.1628 (0.1704)  loss_bbox_aux_3: 0.1598 (0.1686)  loss_bbox_aux_4: 0.1573 (0.1682)  loss_bbox_aux_5: 0.2096 (0.2233)  loss_bbox_dn_0: 0.2663 (0.3045)  loss_bbox_dn_1: 0.2113 (0.2344)  loss_bbox_dn_2: 0.1902 (0.2126)  loss_bbox_dn_3: 0.1819 (0.2053)  loss_bbox_dn_4: 0.1806 (0.2037)  loss_bbox_dn_5: 0.1806 (0.2037)  loss_giou: 0.5082 (0.5075)  loss_giou_aux_0: 0.5369 (0.5337)  loss_giou_aux_1: 0.5023 (0.5171)  loss_giou_aux_2: 0.4986 (0.5120)  loss_giou_aux_3: 0.5078 (0.5087)  loss_giou_aux_4: 0.5089 (0.5076)  loss_giou_aux_5: 0.6183 (0.6049)  loss_giou_dn_0: 0.6596 (0.6317)  loss_giou_dn_1: 0.5524 (0.5273)  loss_giou_dn_2: 0.5240 (0.4994)  loss_giou_dn_3: 0.5137 (0.4909)  loss_giou_dn_4: 0.5131 (0.4888)  loss_giou_dn_5: 0.5137 (0.4890)  loss_vfl: 0.6958 (0.7162)  loss_vfl_aux_0: 0.7912 (0.8405)  loss_vfl_aux_1: 0.7479 (0.7842)  loss_vfl_aux_2: 0.7160 (0.7456)  loss_vfl_aux_3: 0.7191 (0.7276)  loss_vfl_aux_4: 0.7052 (0.7193)  loss_vfl_aux_5: 0.7687 (0.8148)  loss_vfl_dn_0: 0.4663 (0.4691)  loss_vfl_dn_1: 0.4116 (0.4082)  loss_vfl_dn_2: 0.3962 (0.3917)  loss_vfl_dn_3: 0.3903 (0.3841)  loss_vfl_dn_4: 0.3870 (0.3812)  loss_vfl_dn_5: 0.3856 (0.3805)  time: 0.4615  data: 0.0146  max mem: 5654
Epoch: [19]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.7894 (17.2008)  loss_bbox: 0.1664 (0.1682)  loss_bbox_aux_0: 0.1758 (0.1822)  loss_bbox_aux_1: 0.1650 (0.1733)  loss_bbox_aux_2: 0.1614 (0.1704)  loss_bbox_aux_3: 0.1595 (0.1686)  loss_bbox_aux_4: 0.1612 (0.1682)  loss_bbox_aux_5: 0.2215 (0.2233)  loss_bbox_dn_0: 0.2760 (0.3044)  loss_bbox_dn_1: 0.1925 (0.2343)  loss_bbox_dn_2: 0.1764 (0.2126)  loss_bbox_dn_3: 0.1727 (0.2053)  loss_bbox_dn_4: 0.1721 (0.2037)  loss_bbox_dn_5: 0.1721 (0.2037)  loss_giou: 0.5094 (0.5075)  loss_giou_aux_0: 0.5333 (0.5337)  loss_giou_aux_1: 0.5066 (0.5172)  loss_giou_aux_2: 0.5118 (0.5121)  loss_giou_aux_3: 0.5038 (0.5087)  loss_giou_aux_4: 0.5019 (0.5076)  loss_giou_aux_5: 0.5806 (0.6049)  loss_giou_dn_0: 0.6314 (0.6318)  loss_giou_dn_1: 0.5110 (0.5273)  loss_giou_dn_2: 0.4904 (0.4994)  loss_giou_dn_3: 0.4802 (0.4909)  loss_giou_dn_4: 0.4763 (0.4889)  loss_giou_dn_5: 0.4761 (0.4890)  loss_vfl: 0.7127 (0.7162)  loss_vfl_aux_0: 0.8372 (0.8406)  loss_vfl_aux_1: 0.7733 (0.7843)  loss_vfl_aux_2: 0.7286 (0.7457)  loss_vfl_aux_3: 0.7156 (0.7277)  loss_vfl_aux_4: 0.7083 (0.7194)  loss_vfl_aux_5: 0.8112 (0.8149)  loss_vfl_dn_0: 0.4688 (0.4691)  loss_vfl_dn_1: 0.4037 (0.4082)  loss_vfl_dn_2: 0.3867 (0.3917)  loss_vfl_dn_3: 0.3792 (0.3841)  loss_vfl_dn_4: 0.3764 (0.3813)  loss_vfl_dn_5: 0.3766 (0.3805)  time: 0.4601  data: 0.0141  max mem: 5654
Epoch: [19] Total time: 0:59:01 (0.4790 s / it)
Averaged stats: lr: 0.000010  loss: 16.7894 (17.2008)  loss_bbox: 0.1664 (0.1682)  loss_bbox_aux_0: 0.1758 (0.1822)  loss_bbox_aux_1: 0.1650 (0.1733)  loss_bbox_aux_2: 0.1614 (0.1704)  loss_bbox_aux_3: 0.1595 (0.1686)  loss_bbox_aux_4: 0.1612 (0.1682)  loss_bbox_aux_5: 0.2215 (0.2233)  loss_bbox_dn_0: 0.2760 (0.3044)  loss_bbox_dn_1: 0.1925 (0.2343)  loss_bbox_dn_2: 0.1764 (0.2126)  loss_bbox_dn_3: 0.1727 (0.2053)  loss_bbox_dn_4: 0.1721 (0.2037)  loss_bbox_dn_5: 0.1721 (0.2037)  loss_giou: 0.5094 (0.5075)  loss_giou_aux_0: 0.5333 (0.5337)  loss_giou_aux_1: 0.5066 (0.5172)  loss_giou_aux_2: 0.5118 (0.5121)  loss_giou_aux_3: 0.5038 (0.5087)  loss_giou_aux_4: 0.5019 (0.5076)  loss_giou_aux_5: 0.5806 (0.6049)  loss_giou_dn_0: 0.6314 (0.6318)  loss_giou_dn_1: 0.5110 (0.5273)  loss_giou_dn_2: 0.4904 (0.4994)  loss_giou_dn_3: 0.4802 (0.4909)  loss_giou_dn_4: 0.4763 (0.4889)  loss_giou_dn_5: 0.4761 (0.4890)  loss_vfl: 0.7127 (0.7162)  loss_vfl_aux_0: 0.8372 (0.8406)  loss_vfl_aux_1: 0.7733 (0.7843)  loss_vfl_aux_2: 0.7286 (0.7457)  loss_vfl_aux_3: 0.7156 (0.7277)  loss_vfl_aux_4: 0.7083 (0.7194)  loss_vfl_aux_5: 0.8112 (0.8149)  loss_vfl_dn_0: 0.4688 (0.4691)  loss_vfl_dn_1: 0.4037 (0.4082)  loss_vfl_dn_2: 0.3867 (0.3917)  loss_vfl_dn_3: 0.3792 (0.3841)  loss_vfl_dn_4: 0.3764 (0.3813)  loss_vfl_dn_5: 0.3766 (0.3805)
Test:  [  0/157]  eta: 0:03:55    time: 1.4975  data: 1.0784  max mem: 5654
Test:  [ 10/157]  eta: 0:01:12    time: 0.4944  data: 0.1212  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3942  data: 0.0255  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3877  data: 0.0252  max mem: 5654
Test:  [ 40/157]  eta: 0:00:48    time: 0.3800  data: 0.0248  max mem: 5654
Test:  [ 50/157]  eta: 0:00:43    time: 0.3854  data: 0.0248  max mem: 5654
Test:  [ 60/157]  eta: 0:00:39    time: 0.3932  data: 0.0252  max mem: 5654
Test:  [ 70/157]  eta: 0:00:35    time: 0.3871  data: 0.0255  max mem: 5654
Test:  [ 80/157]  eta: 0:00:36    time: 0.6844  data: 0.0253  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.6889  data: 0.0250  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3823  data: 0.0248  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3829  data: 0.0248  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3840  data: 0.0247  max mem: 5654
Test:  [130/157]  eta: 0:00:11    time: 0.3819  data: 0.0249  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3774  data: 0.0251  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3643  data: 0.0251  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3556  data: 0.0243  max mem: 5654
Test: Total time: 0:01:07 (0.4298 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=31.53s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.505
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.685
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.548
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.325
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.551
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.686
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.381
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.635
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.705
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.524
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.754
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.882
best_stat:  {'epoch': 19, 'coco_eval_bbox': 0.5047168776208909}
Epoch: [20]  [   0/7393]  eta: 10:43:03  lr: 0.000010  loss: 15.7543 (15.7543)  loss_bbox: 0.1333 (0.1333)  loss_bbox_aux_0: 0.1537 (0.1537)  loss_bbox_aux_1: 0.1437 (0.1437)  loss_bbox_aux_2: 0.1403 (0.1403)  loss_bbox_aux_3: 0.1342 (0.1342)  loss_bbox_aux_4: 0.1333 (0.1333)  loss_bbox_aux_5: 0.1900 (0.1900)  loss_bbox_dn_0: 0.2581 (0.2581)  loss_bbox_dn_1: 0.1957 (0.1957)  loss_bbox_dn_2: 0.1660 (0.1660)  loss_bbox_dn_3: 0.1577 (0.1577)  loss_bbox_dn_4: 0.1561 (0.1561)  loss_bbox_dn_5: 0.1559 (0.1559)  loss_giou: 0.4126 (0.4126)  loss_giou_aux_0: 0.4415 (0.4415)  loss_giou_aux_1: 0.4283 (0.4283)  loss_giou_aux_2: 0.4141 (0.4141)  loss_giou_aux_3: 0.4095 (0.4095)  loss_giou_aux_4: 0.4125 (0.4125)  loss_giou_aux_5: 0.5134 (0.5134)  loss_giou_dn_0: 0.5611 (0.5611)  loss_giou_dn_1: 0.4583 (0.4583)  loss_giou_dn_2: 0.4340 (0.4340)  loss_giou_dn_3: 0.4257 (0.4257)  loss_giou_dn_4: 0.4238 (0.4238)  loss_giou_dn_5: 0.4239 (0.4239)  loss_vfl: 0.7095 (0.7095)  loss_vfl_aux_0: 0.8198 (0.8198)  loss_vfl_aux_1: 0.7604 (0.7604)  loss_vfl_aux_2: 0.7664 (0.7664)  loss_vfl_aux_3: 0.7250 (0.7250)  loss_vfl_aux_4: 0.7161 (0.7161)  loss_vfl_aux_5: 0.8025 (0.8025)  loss_vfl_dn_0: 0.4916 (0.4916)  loss_vfl_dn_1: 0.4303 (0.4303)  loss_vfl_dn_2: 0.4180 (0.4180)  loss_vfl_dn_3: 0.4132 (0.4132)  loss_vfl_dn_4: 0.4130 (0.4130)  loss_vfl_dn_5: 0.4119 (0.4119)  time: 5.2190  data: 1.4986  max mem: 5654
Epoch: [20]  [ 100/7393]  eta: 1:03:18  lr: 0.000010  loss: 16.0948 (16.9072)  loss_bbox: 0.1523 (0.1626)  loss_bbox_aux_0: 0.1611 (0.1788)  loss_bbox_aux_1: 0.1646 (0.1692)  loss_bbox_aux_2: 0.1524 (0.1643)  loss_bbox_aux_3: 0.1521 (0.1624)  loss_bbox_aux_4: 0.1533 (0.1623)  loss_bbox_aux_5: 0.2058 (0.2217)  loss_bbox_dn_0: 0.2667 (0.2950)  loss_bbox_dn_1: 0.2054 (0.2255)  loss_bbox_dn_2: 0.1871 (0.2035)  loss_bbox_dn_3: 0.1829 (0.1959)  loss_bbox_dn_4: 0.1821 (0.1943)  loss_bbox_dn_5: 0.1813 (0.1942)  loss_giou: 0.4906 (0.5020)  loss_giou_aux_0: 0.5089 (0.5295)  loss_giou_aux_1: 0.4882 (0.5128)  loss_giou_aux_2: 0.4991 (0.5059)  loss_giou_aux_3: 0.4952 (0.5022)  loss_giou_aux_4: 0.4833 (0.5018)  loss_giou_aux_5: 0.5922 (0.5998)  loss_giou_dn_0: 0.6158 (0.6258)  loss_giou_dn_1: 0.5081 (0.5200)  loss_giou_dn_2: 0.4769 (0.4923)  loss_giou_dn_3: 0.4732 (0.4835)  loss_giou_dn_4: 0.4716 (0.4816)  loss_giou_dn_5: 0.4720 (0.4817)  loss_vfl: 0.6821 (0.7049)  loss_vfl_aux_0: 0.7935 (0.8183)  loss_vfl_aux_1: 0.7276 (0.7652)  loss_vfl_aux_2: 0.7063 (0.7328)  loss_vfl_aux_3: 0.6910 (0.7156)  loss_vfl_aux_4: 0.6786 (0.7079)  loss_vfl_aux_5: 0.7904 (0.7943)  loss_vfl_dn_0: 0.4678 (0.4667)  loss_vfl_dn_1: 0.3989 (0.4059)  loss_vfl_dn_2: 0.3827 (0.3895)  loss_vfl_dn_3: 0.3759 (0.3811)  loss_vfl_dn_4: 0.3716 (0.3788)  loss_vfl_dn_5: 0.3718 (0.3778)  time: 0.4631  data: 0.0149  max mem: 5654
Epoch: [20]  [ 200/7393]  eta: 0:59:07  lr: 0.000010  loss: 17.0187 (16.9461)  loss_bbox: 0.1670 (0.1617)  loss_bbox_aux_0: 0.1836 (0.1777)  loss_bbox_aux_1: 0.1686 (0.1682)  loss_bbox_aux_2: 0.1742 (0.1644)  loss_bbox_aux_3: 0.1730 (0.1626)  loss_bbox_aux_4: 0.1680 (0.1618)  loss_bbox_aux_5: 0.2145 (0.2204)  loss_bbox_dn_0: 0.2674 (0.2936)  loss_bbox_dn_1: 0.2039 (0.2247)  loss_bbox_dn_2: 0.1925 (0.2025)  loss_bbox_dn_3: 0.1896 (0.1949)  loss_bbox_dn_4: 0.1895 (0.1932)  loss_bbox_dn_5: 0.1897 (0.1932)  loss_giou: 0.5117 (0.5067)  loss_giou_aux_0: 0.5367 (0.5335)  loss_giou_aux_1: 0.5099 (0.5177)  loss_giou_aux_2: 0.5124 (0.5113)  loss_giou_aux_3: 0.5042 (0.5081)  loss_giou_aux_4: 0.5071 (0.5069)  loss_giou_aux_5: 0.6076 (0.6048)  loss_giou_dn_0: 0.6047 (0.6270)  loss_giou_dn_1: 0.5056 (0.5226)  loss_giou_dn_2: 0.4752 (0.4946)  loss_giou_dn_3: 0.4639 (0.4859)  loss_giou_dn_4: 0.4605 (0.4840)  loss_giou_dn_5: 0.4607 (0.4842)  loss_vfl: 0.7126 (0.7024)  loss_vfl_aux_0: 0.8037 (0.8206)  loss_vfl_aux_1: 0.7856 (0.7661)  loss_vfl_aux_2: 0.7501 (0.7321)  loss_vfl_aux_3: 0.7288 (0.7125)  loss_vfl_aux_4: 0.7095 (0.7048)  loss_vfl_aux_5: 0.7674 (0.7959)  loss_vfl_dn_0: 0.4732 (0.4677)  loss_vfl_dn_1: 0.4039 (0.4065)  loss_vfl_dn_2: 0.3894 (0.3902)  loss_vfl_dn_3: 0.3810 (0.3822)  loss_vfl_dn_4: 0.3779 (0.3797)  loss_vfl_dn_5: 0.3751 (0.3788)  time: 0.4737  data: 0.0148  max mem: 5654
Epoch: [20]  [ 300/7393]  eta: 0:57:30  lr: 0.000010  loss: 16.9100 (17.0914)  loss_bbox: 0.1420 (0.1652)  loss_bbox_aux_0: 0.1639 (0.1813)  loss_bbox_aux_1: 0.1574 (0.1718)  loss_bbox_aux_2: 0.1529 (0.1679)  loss_bbox_aux_3: 0.1507 (0.1659)  loss_bbox_aux_4: 0.1433 (0.1653)  loss_bbox_aux_5: 0.2091 (0.2236)  loss_bbox_dn_0: 0.3249 (0.2991)  loss_bbox_dn_1: 0.2284 (0.2298)  loss_bbox_dn_2: 0.1970 (0.2079)  loss_bbox_dn_3: 0.1960 (0.2003)  loss_bbox_dn_4: 0.1946 (0.1985)  loss_bbox_dn_5: 0.1945 (0.1985)  loss_giou: 0.5092 (0.5092)  loss_giou_aux_0: 0.5298 (0.5360)  loss_giou_aux_1: 0.5132 (0.5192)  loss_giou_aux_2: 0.5094 (0.5133)  loss_giou_aux_3: 0.5104 (0.5108)  loss_giou_aux_4: 0.5096 (0.5097)  loss_giou_aux_5: 0.5970 (0.6076)  loss_giou_dn_0: 0.6323 (0.6305)  loss_giou_dn_1: 0.5337 (0.5265)  loss_giou_dn_2: 0.5018 (0.4987)  loss_giou_dn_3: 0.4942 (0.4900)  loss_giou_dn_4: 0.4940 (0.4880)  loss_giou_dn_5: 0.4939 (0.4881)  loss_vfl: 0.7188 (0.7086)  loss_vfl_aux_0: 0.8346 (0.8271)  loss_vfl_aux_1: 0.7857 (0.7740)  loss_vfl_aux_2: 0.7330 (0.7387)  loss_vfl_aux_3: 0.7086 (0.7189)  loss_vfl_aux_4: 0.7094 (0.7109)  loss_vfl_aux_5: 0.7907 (0.8003)  loss_vfl_dn_0: 0.4722 (0.4691)  loss_vfl_dn_1: 0.4063 (0.4069)  loss_vfl_dn_2: 0.3901 (0.3908)  loss_vfl_dn_3: 0.3876 (0.3833)  loss_vfl_dn_4: 0.3888 (0.3806)  loss_vfl_dn_5: 0.3882 (0.3797)  time: 0.4768  data: 0.0153  max mem: 5654
Epoch: [20]  [ 400/7393]  eta: 0:56:09  lr: 0.000010  loss: 17.0876 (17.0962)  loss_bbox: 0.1575 (0.1648)  loss_bbox_aux_0: 0.1688 (0.1810)  loss_bbox_aux_1: 0.1625 (0.1711)  loss_bbox_aux_2: 0.1599 (0.1674)  loss_bbox_aux_3: 0.1595 (0.1651)  loss_bbox_aux_4: 0.1583 (0.1650)  loss_bbox_aux_5: 0.2092 (0.2229)  loss_bbox_dn_0: 0.2820 (0.2977)  loss_bbox_dn_1: 0.2088 (0.2288)  loss_bbox_dn_2: 0.1897 (0.2071)  loss_bbox_dn_3: 0.1841 (0.1996)  loss_bbox_dn_4: 0.1838 (0.1979)  loss_bbox_dn_5: 0.1837 (0.1979)  loss_giou: 0.5264 (0.5107)  loss_giou_aux_0: 0.5226 (0.5378)  loss_giou_aux_1: 0.5074 (0.5208)  loss_giou_aux_2: 0.5135 (0.5148)  loss_giou_aux_3: 0.5270 (0.5120)  loss_giou_aux_4: 0.5357 (0.5112)  loss_giou_aux_5: 0.6093 (0.6091)  loss_giou_dn_0: 0.6457 (0.6319)  loss_giou_dn_1: 0.5427 (0.5277)  loss_giou_dn_2: 0.5161 (0.5000)  loss_giou_dn_3: 0.5021 (0.4913)  loss_giou_dn_4: 0.5003 (0.4894)  loss_giou_dn_5: 0.5004 (0.4895)  loss_vfl: 0.7119 (0.7076)  loss_vfl_aux_0: 0.8157 (0.8254)  loss_vfl_aux_1: 0.7900 (0.7735)  loss_vfl_aux_2: 0.7361 (0.7376)  loss_vfl_aux_3: 0.7262 (0.7194)  loss_vfl_aux_4: 0.7101 (0.7098)  loss_vfl_aux_5: 0.7976 (0.7999)  loss_vfl_dn_0: 0.4689 (0.4690)  loss_vfl_dn_1: 0.4053 (0.4072)  loss_vfl_dn_2: 0.3936 (0.3908)  loss_vfl_dn_3: 0.3861 (0.3833)  loss_vfl_dn_4: 0.3824 (0.3806)  loss_vfl_dn_5: 0.3811 (0.3796)  time: 0.4776  data: 0.0151  max mem: 5654
Epoch: [20]  [ 500/7393]  eta: 0:54:54  lr: 0.000010  loss: 17.2049 (17.1349)  loss_bbox: 0.1671 (0.1660)  loss_bbox_aux_0: 0.1821 (0.1820)  loss_bbox_aux_1: 0.1794 (0.1718)  loss_bbox_aux_2: 0.1719 (0.1687)  loss_bbox_aux_3: 0.1644 (0.1665)  loss_bbox_aux_4: 0.1654 (0.1663)  loss_bbox_aux_5: 0.2142 (0.2230)  loss_bbox_dn_0: 0.2880 (0.2979)  loss_bbox_dn_1: 0.2316 (0.2293)  loss_bbox_dn_2: 0.2150 (0.2077)  loss_bbox_dn_3: 0.2084 (0.2004)  loss_bbox_dn_4: 0.2081 (0.1988)  loss_bbox_dn_5: 0.2082 (0.1988)  loss_giou: 0.4938 (0.5116)  loss_giou_aux_0: 0.5268 (0.5386)  loss_giou_aux_1: 0.5101 (0.5214)  loss_giou_aux_2: 0.5101 (0.5158)  loss_giou_aux_3: 0.5033 (0.5129)  loss_giou_aux_4: 0.4977 (0.5122)  loss_giou_aux_5: 0.5988 (0.6092)  loss_giou_dn_0: 0.6545 (0.6332)  loss_giou_dn_1: 0.5588 (0.5292)  loss_giou_dn_2: 0.5283 (0.5014)  loss_giou_dn_3: 0.5214 (0.4929)  loss_giou_dn_4: 0.5207 (0.4910)  loss_giou_dn_5: 0.5205 (0.4911)  loss_vfl: 0.6909 (0.7089)  loss_vfl_aux_0: 0.7910 (0.8270)  loss_vfl_aux_1: 0.7394 (0.7753)  loss_vfl_aux_2: 0.7159 (0.7383)  loss_vfl_aux_3: 0.6758 (0.7198)  loss_vfl_aux_4: 0.6935 (0.7111)  loss_vfl_aux_5: 0.7826 (0.8032)  loss_vfl_dn_0: 0.4662 (0.4692)  loss_vfl_dn_1: 0.4108 (0.4076)  loss_vfl_dn_2: 0.3921 (0.3913)  loss_vfl_dn_3: 0.3858 (0.3838)  loss_vfl_dn_4: 0.3843 (0.3811)  loss_vfl_dn_5: 0.3837 (0.3802)  time: 0.4613  data: 0.0150  max mem: 5654
Epoch: [20]  [ 600/7393]  eta: 0:54:55  lr: 0.000010  loss: 16.2586 (17.1039)  loss_bbox: 0.1438 (0.1661)  loss_bbox_aux_0: 0.1642 (0.1814)  loss_bbox_aux_1: 0.1595 (0.1713)  loss_bbox_aux_2: 0.1523 (0.1686)  loss_bbox_aux_3: 0.1431 (0.1665)  loss_bbox_aux_4: 0.1441 (0.1663)  loss_bbox_aux_5: 0.2119 (0.2226)  loss_bbox_dn_0: 0.2649 (0.2981)  loss_bbox_dn_1: 0.1983 (0.2297)  loss_bbox_dn_2: 0.1816 (0.2080)  loss_bbox_dn_3: 0.1768 (0.2006)  loss_bbox_dn_4: 0.1761 (0.1990)  loss_bbox_dn_5: 0.1760 (0.1990)  loss_giou: 0.4704 (0.5085)  loss_giou_aux_0: 0.5060 (0.5353)  loss_giou_aux_1: 0.4804 (0.5179)  loss_giou_aux_2: 0.4832 (0.5125)  loss_giou_aux_3: 0.4822 (0.5098)  loss_giou_aux_4: 0.4655 (0.5092)  loss_giou_aux_5: 0.5703 (0.6059)  loss_giou_dn_0: 0.5952 (0.6313)  loss_giou_dn_1: 0.4874 (0.5274)  loss_giou_dn_2: 0.4538 (0.4997)  loss_giou_dn_3: 0.4432 (0.4911)  loss_giou_dn_4: 0.4422 (0.4892)  loss_giou_dn_5: 0.4438 (0.4894)  loss_vfl: 0.6815 (0.7084)  loss_vfl_aux_0: 0.8353 (0.8286)  loss_vfl_aux_1: 0.7787 (0.7764)  loss_vfl_aux_2: 0.7236 (0.7388)  loss_vfl_aux_3: 0.7077 (0.7199)  loss_vfl_aux_4: 0.6919 (0.7108)  loss_vfl_aux_5: 0.8328 (0.8046)  loss_vfl_dn_0: 0.4645 (0.4692)  loss_vfl_dn_1: 0.4049 (0.4075)  loss_vfl_dn_2: 0.3852 (0.3910)  loss_vfl_dn_3: 0.3805 (0.3835)  loss_vfl_dn_4: 0.3749 (0.3808)  loss_vfl_dn_5: 0.3744 (0.3799)  time: 0.4697  data: 0.0150  max mem: 5654
Epoch: [20]  [ 700/7393]  eta: 0:53:48  lr: 0.000010  loss: 16.6360 (17.1061)  loss_bbox: 0.1546 (0.1666)  loss_bbox_aux_0: 0.1772 (0.1817)  loss_bbox_aux_1: 0.1637 (0.1719)  loss_bbox_aux_2: 0.1683 (0.1691)  loss_bbox_aux_3: 0.1584 (0.1669)  loss_bbox_aux_4: 0.1512 (0.1667)  loss_bbox_aux_5: 0.2083 (0.2227)  loss_bbox_dn_0: 0.2906 (0.3008)  loss_bbox_dn_1: 0.2177 (0.2317)  loss_bbox_dn_2: 0.2011 (0.2098)  loss_bbox_dn_3: 0.1939 (0.2024)  loss_bbox_dn_4: 0.1926 (0.2008)  loss_bbox_dn_5: 0.1926 (0.2008)  loss_giou: 0.4236 (0.5054)  loss_giou_aux_0: 0.4740 (0.5320)  loss_giou_aux_1: 0.4334 (0.5147)  loss_giou_aux_2: 0.4308 (0.5091)  loss_giou_aux_3: 0.4283 (0.5064)  loss_giou_aux_4: 0.4159 (0.5058)  loss_giou_aux_5: 0.5093 (0.6027)  loss_giou_dn_0: 0.6067 (0.6297)  loss_giou_dn_1: 0.4962 (0.5256)  loss_giou_dn_2: 0.4693 (0.4979)  loss_giou_dn_3: 0.4583 (0.4893)  loss_giou_dn_4: 0.4558 (0.4874)  loss_giou_dn_5: 0.4558 (0.4875)  loss_vfl: 0.7107 (0.7109)  loss_vfl_aux_0: 0.8283 (0.8315)  loss_vfl_aux_1: 0.7575 (0.7792)  loss_vfl_aux_2: 0.7383 (0.7416)  loss_vfl_aux_3: 0.7254 (0.7227)  loss_vfl_aux_4: 0.7164 (0.7134)  loss_vfl_aux_5: 0.8044 (0.8083)  loss_vfl_dn_0: 0.4644 (0.4696)  loss_vfl_dn_1: 0.4051 (0.4078)  loss_vfl_dn_2: 0.3868 (0.3912)  loss_vfl_dn_3: 0.3795 (0.3837)  loss_vfl_dn_4: 0.3764 (0.3809)  loss_vfl_dn_5: 0.3756 (0.3800)  time: 0.4693  data: 0.0145  max mem: 5654
Epoch: [20]  [ 800/7393]  eta: 0:52:52  lr: 0.000010  loss: 16.7975 (17.1243)  loss_bbox: 0.1599 (0.1667)  loss_bbox_aux_0: 0.1755 (0.1820)  loss_bbox_aux_1: 0.1642 (0.1720)  loss_bbox_aux_2: 0.1685 (0.1693)  loss_bbox_aux_3: 0.1637 (0.1671)  loss_bbox_aux_4: 0.1589 (0.1669)  loss_bbox_aux_5: 0.2111 (0.2226)  loss_bbox_dn_0: 0.2940 (0.3009)  loss_bbox_dn_1: 0.2329 (0.2317)  loss_bbox_dn_2: 0.2097 (0.2099)  loss_bbox_dn_3: 0.1991 (0.2026)  loss_bbox_dn_4: 0.2039 (0.2010)  loss_bbox_dn_5: 0.2044 (0.2010)  loss_giou: 0.4545 (0.5065)  loss_giou_aux_0: 0.4763 (0.5334)  loss_giou_aux_1: 0.4639 (0.5160)  loss_giou_aux_2: 0.4604 (0.5107)  loss_giou_aux_3: 0.4535 (0.5078)  loss_giou_aux_4: 0.4529 (0.5070)  loss_giou_aux_5: 0.5333 (0.6039)  loss_giou_dn_0: 0.5792 (0.6306)  loss_giou_dn_1: 0.4685 (0.5263)  loss_giou_dn_2: 0.4492 (0.4986)  loss_giou_dn_3: 0.4413 (0.4900)  loss_giou_dn_4: 0.4388 (0.4881)  loss_giou_dn_5: 0.4389 (0.4883)  loss_vfl: 0.7017 (0.7121)  loss_vfl_aux_0: 0.8307 (0.8315)  loss_vfl_aux_1: 0.7797 (0.7795)  loss_vfl_aux_2: 0.7266 (0.7416)  loss_vfl_aux_3: 0.7008 (0.7232)  loss_vfl_aux_4: 0.7055 (0.7144)  loss_vfl_aux_5: 0.8210 (0.8083)  loss_vfl_dn_0: 0.4715 (0.4694)  loss_vfl_dn_1: 0.4105 (0.4077)  loss_vfl_dn_2: 0.3946 (0.3912)  loss_vfl_dn_3: 0.3860 (0.3838)  loss_vfl_dn_4: 0.3837 (0.3810)  loss_vfl_dn_5: 0.3811 (0.3801)  time: 0.4722  data: 0.0143  max mem: 5654
Epoch: [20]  [ 900/7393]  eta: 0:51:57  lr: 0.000010  loss: 17.2898 (17.1213)  loss_bbox: 0.1523 (0.1664)  loss_bbox_aux_0: 0.1790 (0.1819)  loss_bbox_aux_1: 0.1593 (0.1719)  loss_bbox_aux_2: 0.1512 (0.1692)  loss_bbox_aux_3: 0.1505 (0.1668)  loss_bbox_aux_4: 0.1495 (0.1665)  loss_bbox_aux_5: 0.2122 (0.2225)  loss_bbox_dn_0: 0.2703 (0.3004)  loss_bbox_dn_1: 0.2057 (0.2312)  loss_bbox_dn_2: 0.1922 (0.2095)  loss_bbox_dn_3: 0.1870 (0.2022)  loss_bbox_dn_4: 0.1864 (0.2007)  loss_bbox_dn_5: 0.1863 (0.2007)  loss_giou: 0.5025 (0.5063)  loss_giou_aux_0: 0.5462 (0.5338)  loss_giou_aux_1: 0.5296 (0.5161)  loss_giou_aux_2: 0.5134 (0.5107)  loss_giou_aux_3: 0.5062 (0.5077)  loss_giou_aux_4: 0.5037 (0.5068)  loss_giou_aux_5: 0.6270 (0.6042)  loss_giou_dn_0: 0.6523 (0.6306)  loss_giou_dn_1: 0.5389 (0.5263)  loss_giou_dn_2: 0.5133 (0.4985)  loss_giou_dn_3: 0.5040 (0.4899)  loss_giou_dn_4: 0.5034 (0.4880)  loss_giou_dn_5: 0.5034 (0.4882)  loss_vfl: 0.6990 (0.7126)  loss_vfl_aux_0: 0.8108 (0.8317)  loss_vfl_aux_1: 0.7636 (0.7793)  loss_vfl_aux_2: 0.7287 (0.7414)  loss_vfl_aux_3: 0.7108 (0.7232)  loss_vfl_aux_4: 0.7005 (0.7149)  loss_vfl_aux_5: 0.7753 (0.8079)  loss_vfl_dn_0: 0.4655 (0.4694)  loss_vfl_dn_1: 0.4013 (0.4079)  loss_vfl_dn_2: 0.3834 (0.3912)  loss_vfl_dn_3: 0.3793 (0.3838)  loss_vfl_dn_4: 0.3755 (0.3810)  loss_vfl_dn_5: 0.3760 (0.3802)  time: 0.4711  data: 0.0145  max mem: 5654
Epoch: [20]  [1000/7393]  eta: 0:51:07  lr: 0.000010  loss: 17.3818 (17.1326)  loss_bbox: 0.1532 (0.1669)  loss_bbox_aux_0: 0.1670 (0.1818)  loss_bbox_aux_1: 0.1589 (0.1721)  loss_bbox_aux_2: 0.1569 (0.1694)  loss_bbox_aux_3: 0.1584 (0.1672)  loss_bbox_aux_4: 0.1562 (0.1670)  loss_bbox_aux_5: 0.1979 (0.2225)  loss_bbox_dn_0: 0.2710 (0.3008)  loss_bbox_dn_1: 0.2060 (0.2316)  loss_bbox_dn_2: 0.1866 (0.2099)  loss_bbox_dn_3: 0.1800 (0.2026)  loss_bbox_dn_4: 0.1786 (0.2011)  loss_bbox_dn_5: 0.1788 (0.2011)  loss_giou: 0.5031 (0.5067)  loss_giou_aux_0: 0.5214 (0.5336)  loss_giou_aux_1: 0.5233 (0.5162)  loss_giou_aux_2: 0.5108 (0.5111)  loss_giou_aux_3: 0.5098 (0.5080)  loss_giou_aux_4: 0.5033 (0.5071)  loss_giou_aux_5: 0.5914 (0.6039)  loss_giou_dn_0: 0.6367 (0.6306)  loss_giou_dn_1: 0.5387 (0.5263)  loss_giou_dn_2: 0.5022 (0.4983)  loss_giou_dn_3: 0.4886 (0.4898)  loss_giou_dn_4: 0.4838 (0.4879)  loss_giou_dn_5: 0.4833 (0.4880)  loss_vfl: 0.7068 (0.7128)  loss_vfl_aux_0: 0.8287 (0.8332)  loss_vfl_aux_1: 0.7882 (0.7808)  loss_vfl_aux_2: 0.7196 (0.7419)  loss_vfl_aux_3: 0.7265 (0.7236)  loss_vfl_aux_4: 0.7096 (0.7153)  loss_vfl_aux_5: 0.8173 (0.8093)  loss_vfl_dn_0: 0.4688 (0.4695)  loss_vfl_dn_1: 0.4107 (0.4079)  loss_vfl_dn_2: 0.3947 (0.3914)  loss_vfl_dn_3: 0.3890 (0.3839)  loss_vfl_dn_4: 0.3889 (0.3811)  loss_vfl_dn_5: 0.3877 (0.3802)  time: 0.4748  data: 0.0148  max mem: 5654
Epoch: [20]  [1100/7393]  eta: 0:50:14  lr: 0.000010  loss: 17.2085 (17.1310)  loss_bbox: 0.1778 (0.1672)  loss_bbox_aux_0: 0.1898 (0.1820)  loss_bbox_aux_1: 0.1804 (0.1726)  loss_bbox_aux_2: 0.1768 (0.1698)  loss_bbox_aux_3: 0.1821 (0.1675)  loss_bbox_aux_4: 0.1761 (0.1673)  loss_bbox_aux_5: 0.2418 (0.2226)  loss_bbox_dn_0: 0.2744 (0.3010)  loss_bbox_dn_1: 0.2274 (0.2316)  loss_bbox_dn_2: 0.2132 (0.2098)  loss_bbox_dn_3: 0.2092 (0.2025)  loss_bbox_dn_4: 0.2069 (0.2010)  loss_bbox_dn_5: 0.2069 (0.2010)  loss_giou: 0.4860 (0.5060)  loss_giou_aux_0: 0.5181 (0.5329)  loss_giou_aux_1: 0.4992 (0.5157)  loss_giou_aux_2: 0.4963 (0.5105)  loss_giou_aux_3: 0.4868 (0.5075)  loss_giou_aux_4: 0.4861 (0.5065)  loss_giou_aux_5: 0.5986 (0.6029)  loss_giou_dn_0: 0.6198 (0.6302)  loss_giou_dn_1: 0.4996 (0.5257)  loss_giou_dn_2: 0.4594 (0.4977)  loss_giou_dn_3: 0.4571 (0.4892)  loss_giou_dn_4: 0.4547 (0.4872)  loss_giou_dn_5: 0.4552 (0.4874)  loss_vfl: 0.7323 (0.7130)  loss_vfl_aux_0: 0.8623 (0.8344)  loss_vfl_aux_1: 0.7894 (0.7810)  loss_vfl_aux_2: 0.7506 (0.7422)  loss_vfl_aux_3: 0.7447 (0.7236)  loss_vfl_aux_4: 0.7320 (0.7155)  loss_vfl_aux_5: 0.8264 (0.8104)  loss_vfl_dn_0: 0.4693 (0.4697)  loss_vfl_dn_1: 0.4012 (0.4082)  loss_vfl_dn_2: 0.3826 (0.3916)  loss_vfl_dn_3: 0.3782 (0.3842)  loss_vfl_dn_4: 0.3748 (0.3813)  loss_vfl_dn_5: 0.3742 (0.3805)  time: 0.4646  data: 0.0146  max mem: 5654
Epoch: [20]  [1200/7393]  eta: 0:49:23  lr: 0.000010  loss: 17.6968 (17.1450)  loss_bbox: 0.1742 (0.1676)  loss_bbox_aux_0: 0.1951 (0.1825)  loss_bbox_aux_1: 0.1888 (0.1729)  loss_bbox_aux_2: 0.1842 (0.1702)  loss_bbox_aux_3: 0.1827 (0.1678)  loss_bbox_aux_4: 0.1719 (0.1677)  loss_bbox_aux_5: 0.2203 (0.2230)  loss_bbox_dn_0: 0.3102 (0.3016)  loss_bbox_dn_1: 0.2322 (0.2322)  loss_bbox_dn_2: 0.2067 (0.2104)  loss_bbox_dn_3: 0.2038 (0.2031)  loss_bbox_dn_4: 0.2046 (0.2016)  loss_bbox_dn_5: 0.2046 (0.2016)  loss_giou: 0.5155 (0.5062)  loss_giou_aux_0: 0.5308 (0.5333)  loss_giou_aux_1: 0.5132 (0.5159)  loss_giou_aux_2: 0.5173 (0.5107)  loss_giou_aux_3: 0.5132 (0.5077)  loss_giou_aux_4: 0.5158 (0.5067)  loss_giou_aux_5: 0.6229 (0.6031)  loss_giou_dn_0: 0.6474 (0.6303)  loss_giou_dn_1: 0.5350 (0.5258)  loss_giou_dn_2: 0.5139 (0.4978)  loss_giou_dn_3: 0.5064 (0.4893)  loss_giou_dn_4: 0.5002 (0.4873)  loss_giou_dn_5: 0.5003 (0.4875)  loss_vfl: 0.6725 (0.7141)  loss_vfl_aux_0: 0.7889 (0.8352)  loss_vfl_aux_1: 0.7546 (0.7820)  loss_vfl_aux_2: 0.6868 (0.7431)  loss_vfl_aux_3: 0.6900 (0.7245)  loss_vfl_aux_4: 0.6679 (0.7164)  loss_vfl_aux_5: 0.7978 (0.8110)  loss_vfl_dn_0: 0.4680 (0.4696)  loss_vfl_dn_1: 0.4134 (0.4081)  loss_vfl_dn_2: 0.4018 (0.3916)  loss_vfl_dn_3: 0.3917 (0.3841)  loss_vfl_dn_4: 0.3883 (0.3812)  loss_vfl_dn_5: 0.3878 (0.3804)  time: 0.4678  data: 0.0141  max mem: 5654
Epoch: [20]  [1300/7393]  eta: 0:48:32  lr: 0.000010  loss: 17.5436 (17.1619)  loss_bbox: 0.1677 (0.1679)  loss_bbox_aux_0: 0.1770 (0.1829)  loss_bbox_aux_1: 0.1724 (0.1733)  loss_bbox_aux_2: 0.1746 (0.1705)  loss_bbox_aux_3: 0.1714 (0.1681)  loss_bbox_aux_4: 0.1608 (0.1679)  loss_bbox_aux_5: 0.2192 (0.2232)  loss_bbox_dn_0: 0.3024 (0.3022)  loss_bbox_dn_1: 0.2098 (0.2328)  loss_bbox_dn_2: 0.2035 (0.2110)  loss_bbox_dn_3: 0.2001 (0.2036)  loss_bbox_dn_4: 0.1983 (0.2021)  loss_bbox_dn_5: 0.1983 (0.2021)  loss_giou: 0.4961 (0.5068)  loss_giou_aux_0: 0.5229 (0.5340)  loss_giou_aux_1: 0.5170 (0.5167)  loss_giou_aux_2: 0.5008 (0.5114)  loss_giou_aux_3: 0.4901 (0.5083)  loss_giou_aux_4: 0.4974 (0.5073)  loss_giou_aux_5: 0.6183 (0.6038)  loss_giou_dn_0: 0.6405 (0.6308)  loss_giou_dn_1: 0.5446 (0.5263)  loss_giou_dn_2: 0.5209 (0.4983)  loss_giou_dn_3: 0.5096 (0.4898)  loss_giou_dn_4: 0.5059 (0.4878)  loss_giou_dn_5: 0.5064 (0.4880)  loss_vfl: 0.7474 (0.7149)  loss_vfl_aux_0: 0.8544 (0.8357)  loss_vfl_aux_1: 0.8369 (0.7827)  loss_vfl_aux_2: 0.7812 (0.7436)  loss_vfl_aux_3: 0.7611 (0.7253)  loss_vfl_aux_4: 0.7514 (0.7172)  loss_vfl_aux_5: 0.8317 (0.8109)  loss_vfl_dn_0: 0.4642 (0.4697)  loss_vfl_dn_1: 0.4064 (0.4082)  loss_vfl_dn_2: 0.3886 (0.3915)  loss_vfl_dn_3: 0.3786 (0.3840)  loss_vfl_dn_4: 0.3793 (0.3812)  loss_vfl_dn_5: 0.3790 (0.3803)  time: 0.4789  data: 0.0142  max mem: 5654
Epoch: [20]  [1400/7393]  eta: 0:47:43  lr: 0.000010  loss: 16.8680 (17.1515)  loss_bbox: 0.1703 (0.1684)  loss_bbox_aux_0: 0.1979 (0.1831)  loss_bbox_aux_1: 0.1810 (0.1736)  loss_bbox_aux_2: 0.1744 (0.1708)  loss_bbox_aux_3: 0.1699 (0.1685)  loss_bbox_aux_4: 0.1691 (0.1683)  loss_bbox_aux_5: 0.2364 (0.2236)  loss_bbox_dn_0: 0.3182 (0.3024)  loss_bbox_dn_1: 0.2406 (0.2329)  loss_bbox_dn_2: 0.2171 (0.2111)  loss_bbox_dn_3: 0.2098 (0.2038)  loss_bbox_dn_4: 0.2061 (0.2023)  loss_bbox_dn_5: 0.2062 (0.2023)  loss_giou: 0.4721 (0.5060)  loss_giou_aux_0: 0.5027 (0.5329)  loss_giou_aux_1: 0.4798 (0.5158)  loss_giou_aux_2: 0.4710 (0.5106)  loss_giou_aux_3: 0.4710 (0.5074)  loss_giou_aux_4: 0.4726 (0.5065)  loss_giou_aux_5: 0.5935 (0.6028)  loss_giou_dn_0: 0.6138 (0.6299)  loss_giou_dn_1: 0.5090 (0.5252)  loss_giou_dn_2: 0.4656 (0.4974)  loss_giou_dn_3: 0.4577 (0.4889)  loss_giou_dn_4: 0.4578 (0.4869)  loss_giou_dn_5: 0.4579 (0.4871)  loss_vfl: 0.7276 (0.7145)  loss_vfl_aux_0: 0.8006 (0.8359)  loss_vfl_aux_1: 0.7601 (0.7821)  loss_vfl_aux_2: 0.7447 (0.7433)  loss_vfl_aux_3: 0.7267 (0.7250)  loss_vfl_aux_4: 0.7253 (0.7170)  loss_vfl_aux_5: 0.7874 (0.8115)  loss_vfl_dn_0: 0.4664 (0.4696)  loss_vfl_dn_1: 0.4056 (0.4080)  loss_vfl_dn_2: 0.3858 (0.3913)  loss_vfl_dn_3: 0.3778 (0.3838)  loss_vfl_dn_4: 0.3746 (0.3810)  loss_vfl_dn_5: 0.3733 (0.3802)  time: 0.4679  data: 0.0142  max mem: 5654
Epoch: [20]  [1500/7393]  eta: 0:46:52  lr: 0.000010  loss: 17.1625 (17.1514)  loss_bbox: 0.1714 (0.1684)  loss_bbox_aux_0: 0.1741 (0.1832)  loss_bbox_aux_1: 0.1801 (0.1738)  loss_bbox_aux_2: 0.1710 (0.1709)  loss_bbox_aux_3: 0.1688 (0.1686)  loss_bbox_aux_4: 0.1698 (0.1684)  loss_bbox_aux_5: 0.2211 (0.2237)  loss_bbox_dn_0: 0.2966 (0.3028)  loss_bbox_dn_1: 0.2265 (0.2332)  loss_bbox_dn_2: 0.2111 (0.2115)  loss_bbox_dn_3: 0.2014 (0.2042)  loss_bbox_dn_4: 0.2024 (0.2027)  loss_bbox_dn_5: 0.2023 (0.2027)  loss_giou: 0.4373 (0.5055)  loss_giou_aux_0: 0.4745 (0.5324)  loss_giou_aux_1: 0.4508 (0.5154)  loss_giou_aux_2: 0.4434 (0.5101)  loss_giou_aux_3: 0.4367 (0.5070)  loss_giou_aux_4: 0.4390 (0.5060)  loss_giou_aux_5: 0.5287 (0.6022)  loss_giou_dn_0: 0.6272 (0.6297)  loss_giou_dn_1: 0.5207 (0.5251)  loss_giou_dn_2: 0.4889 (0.4972)  loss_giou_dn_3: 0.4793 (0.4887)  loss_giou_dn_4: 0.4764 (0.4868)  loss_giou_dn_5: 0.4764 (0.4869)  loss_vfl: 0.7155 (0.7147)  loss_vfl_aux_0: 0.8535 (0.8360)  loss_vfl_aux_1: 0.7913 (0.7824)  loss_vfl_aux_2: 0.7442 (0.7436)  loss_vfl_aux_3: 0.7450 (0.7252)  loss_vfl_aux_4: 0.7275 (0.7172)  loss_vfl_aux_5: 0.8214 (0.8118)  loss_vfl_dn_0: 0.4671 (0.4696)  loss_vfl_dn_1: 0.4053 (0.4079)  loss_vfl_dn_2: 0.3892 (0.3913)  loss_vfl_dn_3: 0.3839 (0.3837)  loss_vfl_dn_4: 0.3819 (0.3808)  loss_vfl_dn_5: 0.3794 (0.3800)  time: 0.4630  data: 0.0147  max mem: 5654
Epoch: [20]  [1600/7393]  eta: 0:46:26  lr: 0.000010  loss: 17.4947 (17.1417)  loss_bbox: 0.1669 (0.1681)  loss_bbox_aux_0: 0.1713 (0.1827)  loss_bbox_aux_1: 0.1742 (0.1733)  loss_bbox_aux_2: 0.1671 (0.1704)  loss_bbox_aux_3: 0.1662 (0.1682)  loss_bbox_aux_4: 0.1676 (0.1681)  loss_bbox_aux_5: 0.2072 (0.2232)  loss_bbox_dn_0: 0.2619 (0.3024)  loss_bbox_dn_1: 0.2045 (0.2328)  loss_bbox_dn_2: 0.1787 (0.2111)  loss_bbox_dn_3: 0.1733 (0.2038)  loss_bbox_dn_4: 0.1712 (0.2022)  loss_bbox_dn_5: 0.1726 (0.2022)  loss_giou: 0.5175 (0.5055)  loss_giou_aux_0: 0.5383 (0.5321)  loss_giou_aux_1: 0.5086 (0.5152)  loss_giou_aux_2: 0.5244 (0.5100)  loss_giou_aux_3: 0.5217 (0.5069)  loss_giou_aux_4: 0.5288 (0.5060)  loss_giou_aux_5: 0.6012 (0.6017)  loss_giou_dn_0: 0.6185 (0.6296)  loss_giou_dn_1: 0.5021 (0.5251)  loss_giou_dn_2: 0.4697 (0.4973)  loss_giou_dn_3: 0.4656 (0.4887)  loss_giou_dn_4: 0.4631 (0.4868)  loss_giou_dn_5: 0.4632 (0.4869)  loss_vfl: 0.6921 (0.7138)  loss_vfl_aux_0: 0.8209 (0.8360)  loss_vfl_aux_1: 0.7703 (0.7823)  loss_vfl_aux_2: 0.7225 (0.7430)  loss_vfl_aux_3: 0.7189 (0.7246)  loss_vfl_aux_4: 0.6878 (0.7163)  loss_vfl_aux_5: 0.7949 (0.8120)  loss_vfl_dn_0: 0.4649 (0.4696)  loss_vfl_dn_1: 0.4030 (0.4080)  loss_vfl_dn_2: 0.3869 (0.3913)  loss_vfl_dn_3: 0.3814 (0.3837)  loss_vfl_dn_4: 0.3790 (0.3808)  loss_vfl_dn_5: 0.3794 (0.3800)  time: 0.4690  data: 0.0140  max mem: 5654
Epoch: [20]  [1700/7393]  eta: 0:45:35  lr: 0.000010  loss: 17.1650 (17.1442)  loss_bbox: 0.1542 (0.1683)  loss_bbox_aux_0: 0.1739 (0.1827)  loss_bbox_aux_1: 0.1661 (0.1734)  loss_bbox_aux_2: 0.1563 (0.1706)  loss_bbox_aux_3: 0.1509 (0.1684)  loss_bbox_aux_4: 0.1530 (0.1683)  loss_bbox_aux_5: 0.2239 (0.2234)  loss_bbox_dn_0: 0.2876 (0.3027)  loss_bbox_dn_1: 0.2164 (0.2330)  loss_bbox_dn_2: 0.1935 (0.2113)  loss_bbox_dn_3: 0.1884 (0.2040)  loss_bbox_dn_4: 0.1882 (0.2024)  loss_bbox_dn_5: 0.1877 (0.2024)  loss_giou: 0.5263 (0.5053)  loss_giou_aux_0: 0.5509 (0.5316)  loss_giou_aux_1: 0.5351 (0.5149)  loss_giou_aux_2: 0.5329 (0.5099)  loss_giou_aux_3: 0.5341 (0.5067)  loss_giou_aux_4: 0.5200 (0.5058)  loss_giou_aux_5: 0.6337 (0.6015)  loss_giou_dn_0: 0.6247 (0.6295)  loss_giou_dn_1: 0.5254 (0.5250)  loss_giou_dn_2: 0.4970 (0.4971)  loss_giou_dn_3: 0.4860 (0.4886)  loss_giou_dn_4: 0.4835 (0.4866)  loss_giou_dn_5: 0.4835 (0.4868)  loss_vfl: 0.7123 (0.7142)  loss_vfl_aux_0: 0.8231 (0.8369)  loss_vfl_aux_1: 0.7749 (0.7830)  loss_vfl_aux_2: 0.7376 (0.7433)  loss_vfl_aux_3: 0.7089 (0.7249)  loss_vfl_aux_4: 0.7092 (0.7165)  loss_vfl_aux_5: 0.7771 (0.8124)  loss_vfl_dn_0: 0.4705 (0.4696)  loss_vfl_dn_1: 0.4058 (0.4079)  loss_vfl_dn_2: 0.3916 (0.3912)  loss_vfl_dn_3: 0.3849 (0.3836)  loss_vfl_dn_4: 0.3802 (0.3807)  loss_vfl_dn_5: 0.3808 (0.3799)  time: 0.4848  data: 0.0144  max mem: 5654
Epoch: [20]  [1800/7393]  eta: 0:44:43  lr: 0.000010  loss: 17.1759 (17.1417)  loss_bbox: 0.1595 (0.1680)  loss_bbox_aux_0: 0.1595 (0.1824)  loss_bbox_aux_1: 0.1582 (0.1732)  loss_bbox_aux_2: 0.1618 (0.1705)  loss_bbox_aux_3: 0.1572 (0.1682)  loss_bbox_aux_4: 0.1578 (0.1680)  loss_bbox_aux_5: 0.2150 (0.2233)  loss_bbox_dn_0: 0.2781 (0.3023)  loss_bbox_dn_1: 0.2071 (0.2325)  loss_bbox_dn_2: 0.1871 (0.2107)  loss_bbox_dn_3: 0.1811 (0.2034)  loss_bbox_dn_4: 0.1807 (0.2019)  loss_bbox_dn_5: 0.1808 (0.2019)  loss_giou: 0.5072 (0.5055)  loss_giou_aux_0: 0.5391 (0.5318)  loss_giou_aux_1: 0.5170 (0.5152)  loss_giou_aux_2: 0.5230 (0.5102)  loss_giou_aux_3: 0.5088 (0.5070)  loss_giou_aux_4: 0.5047 (0.5060)  loss_giou_aux_5: 0.5997 (0.6020)  loss_giou_dn_0: 0.6219 (0.6296)  loss_giou_dn_1: 0.5166 (0.5248)  loss_giou_dn_2: 0.4839 (0.4970)  loss_giou_dn_3: 0.4718 (0.4884)  loss_giou_dn_4: 0.4706 (0.4864)  loss_giou_dn_5: 0.4711 (0.4866)  loss_vfl: 0.7340 (0.7145)  loss_vfl_aux_0: 0.8309 (0.8374)  loss_vfl_aux_1: 0.7566 (0.7828)  loss_vfl_aux_2: 0.7576 (0.7433)  loss_vfl_aux_3: 0.7366 (0.7250)  loss_vfl_aux_4: 0.7320 (0.7169)  loss_vfl_aux_5: 0.8150 (0.8123)  loss_vfl_dn_0: 0.4694 (0.4694)  loss_vfl_dn_1: 0.4083 (0.4079)  loss_vfl_dn_2: 0.3914 (0.3912)  loss_vfl_dn_3: 0.3832 (0.3835)  loss_vfl_dn_4: 0.3812 (0.3807)  loss_vfl_dn_5: 0.3815 (0.3798)  time: 0.4726  data: 0.0139  max mem: 5654
Epoch: [20]  [1900/7393]  eta: 0:43:53  lr: 0.000010  loss: 16.6308 (17.1432)  loss_bbox: 0.1459 (0.1680)  loss_bbox_aux_0: 0.1528 (0.1822)  loss_bbox_aux_1: 0.1557 (0.1731)  loss_bbox_aux_2: 0.1531 (0.1703)  loss_bbox_aux_3: 0.1419 (0.1682)  loss_bbox_aux_4: 0.1450 (0.1680)  loss_bbox_aux_5: 0.2086 (0.2232)  loss_bbox_dn_0: 0.2831 (0.3027)  loss_bbox_dn_1: 0.2078 (0.2327)  loss_bbox_dn_2: 0.1814 (0.2108)  loss_bbox_dn_3: 0.1731 (0.2035)  loss_bbox_dn_4: 0.1699 (0.2020)  loss_bbox_dn_5: 0.1704 (0.2020)  loss_giou: 0.4815 (0.5054)  loss_giou_aux_0: 0.5056 (0.5315)  loss_giou_aux_1: 0.5069 (0.5152)  loss_giou_aux_2: 0.4901 (0.5100)  loss_giou_aux_3: 0.4758 (0.5069)  loss_giou_aux_4: 0.4689 (0.5059)  loss_giou_aux_5: 0.5936 (0.6019)  loss_giou_dn_0: 0.6141 (0.6299)  loss_giou_dn_1: 0.5049 (0.5250)  loss_giou_dn_2: 0.4792 (0.4971)  loss_giou_dn_3: 0.4711 (0.4886)  loss_giou_dn_4: 0.4685 (0.4866)  loss_giou_dn_5: 0.4685 (0.4868)  loss_vfl: 0.6896 (0.7148)  loss_vfl_aux_0: 0.8359 (0.8379)  loss_vfl_aux_1: 0.7539 (0.7826)  loss_vfl_aux_2: 0.7061 (0.7436)  loss_vfl_aux_3: 0.6961 (0.7253)  loss_vfl_aux_4: 0.6881 (0.7171)  loss_vfl_aux_5: 0.8049 (0.8127)  loss_vfl_dn_0: 0.4657 (0.4693)  loss_vfl_dn_1: 0.4067 (0.4077)  loss_vfl_dn_2: 0.3893 (0.3910)  loss_vfl_dn_3: 0.3823 (0.3834)  loss_vfl_dn_4: 0.3804 (0.3805)  loss_vfl_dn_5: 0.3778 (0.3797)  time: 0.4737  data: 0.0147  max mem: 5654
Epoch: [20]  [2000/7393]  eta: 0:43:04  lr: 0.000010  loss: 17.2644 (17.1399)  loss_bbox: 0.1550 (0.1677)  loss_bbox_aux_0: 0.1620 (0.1818)  loss_bbox_aux_1: 0.1471 (0.1728)  loss_bbox_aux_2: 0.1472 (0.1700)  loss_bbox_aux_3: 0.1452 (0.1679)  loss_bbox_aux_4: 0.1533 (0.1677)  loss_bbox_aux_5: 0.2033 (0.2230)  loss_bbox_dn_0: 0.2855 (0.3024)  loss_bbox_dn_1: 0.2122 (0.2324)  loss_bbox_dn_2: 0.1893 (0.2106)  loss_bbox_dn_3: 0.1772 (0.2033)  loss_bbox_dn_4: 0.1732 (0.2018)  loss_bbox_dn_5: 0.1746 (0.2018)  loss_giou: 0.5020 (0.5054)  loss_giou_aux_0: 0.5273 (0.5313)  loss_giou_aux_1: 0.5157 (0.5151)  loss_giou_aux_2: 0.5044 (0.5099)  loss_giou_aux_3: 0.5081 (0.5069)  loss_giou_aux_4: 0.5047 (0.5058)  loss_giou_aux_5: 0.6032 (0.6020)  loss_giou_dn_0: 0.6380 (0.6299)  loss_giou_dn_1: 0.5360 (0.5250)  loss_giou_dn_2: 0.5071 (0.4972)  loss_giou_dn_3: 0.4992 (0.4886)  loss_giou_dn_4: 0.4965 (0.4866)  loss_giou_dn_5: 0.4966 (0.4868)  loss_vfl: 0.7070 (0.7146)  loss_vfl_aux_0: 0.8245 (0.8381)  loss_vfl_aux_1: 0.7868 (0.7827)  loss_vfl_aux_2: 0.7370 (0.7440)  loss_vfl_aux_3: 0.7110 (0.7252)  loss_vfl_aux_4: 0.7093 (0.7171)  loss_vfl_aux_5: 0.7877 (0.8124)  loss_vfl_dn_0: 0.4707 (0.4693)  loss_vfl_dn_1: 0.4189 (0.4078)  loss_vfl_dn_2: 0.3972 (0.3911)  loss_vfl_dn_3: 0.3889 (0.3834)  loss_vfl_dn_4: 0.3892 (0.3806)  loss_vfl_dn_5: 0.3871 (0.3798)  time: 0.4783  data: 0.0144  max mem: 5654
Epoch: [20]  [2100/7393]  eta: 0:42:30  lr: 0.000010  loss: 16.9125 (17.1447)  loss_bbox: 0.1641 (0.1676)  loss_bbox_aux_0: 0.1735 (0.1816)  loss_bbox_aux_1: 0.1618 (0.1727)  loss_bbox_aux_2: 0.1565 (0.1699)  loss_bbox_aux_3: 0.1577 (0.1678)  loss_bbox_aux_4: 0.1603 (0.1677)  loss_bbox_aux_5: 0.2076 (0.2226)  loss_bbox_dn_0: 0.2567 (0.3016)  loss_bbox_dn_1: 0.2042 (0.2319)  loss_bbox_dn_2: 0.1784 (0.2101)  loss_bbox_dn_3: 0.1723 (0.2028)  loss_bbox_dn_4: 0.1726 (0.2013)  loss_bbox_dn_5: 0.1725 (0.2013)  loss_giou: 0.5048 (0.5062)  loss_giou_aux_0: 0.5167 (0.5322)  loss_giou_aux_1: 0.5157 (0.5160)  loss_giou_aux_2: 0.5070 (0.5108)  loss_giou_aux_3: 0.4999 (0.5078)  loss_giou_aux_4: 0.5013 (0.5067)  loss_giou_aux_5: 0.5890 (0.6028)  loss_giou_dn_0: 0.6112 (0.6303)  loss_giou_dn_1: 0.5104 (0.5254)  loss_giou_dn_2: 0.4949 (0.4976)  loss_giou_dn_3: 0.4875 (0.4891)  loss_giou_dn_4: 0.4858 (0.4871)  loss_giou_dn_5: 0.4858 (0.4873)  loss_vfl: 0.7020 (0.7148)  loss_vfl_aux_0: 0.8282 (0.8381)  loss_vfl_aux_1: 0.7633 (0.7827)  loss_vfl_aux_2: 0.7224 (0.7440)  loss_vfl_aux_3: 0.7064 (0.7253)  loss_vfl_aux_4: 0.7056 (0.7172)  loss_vfl_aux_5: 0.7937 (0.8119)  loss_vfl_dn_0: 0.4687 (0.4692)  loss_vfl_dn_1: 0.4059 (0.4078)  loss_vfl_dn_2: 0.3872 (0.3911)  loss_vfl_dn_3: 0.3804 (0.3835)  loss_vfl_dn_4: 0.3782 (0.3807)  loss_vfl_dn_5: 0.3785 (0.3799)  time: 0.4725  data: 0.0143  max mem: 5654
Epoch: [20]  [2200/7393]  eta: 0:41:39  lr: 0.000010  loss: 17.7188 (17.1487)  loss_bbox: 0.1831 (0.1678)  loss_bbox_aux_0: 0.2003 (0.1818)  loss_bbox_aux_1: 0.1886 (0.1729)  loss_bbox_aux_2: 0.1816 (0.1700)  loss_bbox_aux_3: 0.1825 (0.1680)  loss_bbox_aux_4: 0.1831 (0.1678)  loss_bbox_aux_5: 0.2414 (0.2229)  loss_bbox_dn_0: 0.2951 (0.3022)  loss_bbox_dn_1: 0.2371 (0.2323)  loss_bbox_dn_2: 0.2185 (0.2105)  loss_bbox_dn_3: 0.2111 (0.2033)  loss_bbox_dn_4: 0.2090 (0.2017)  loss_bbox_dn_5: 0.2088 (0.2017)  loss_giou: 0.5686 (0.5061)  loss_giou_aux_0: 0.5907 (0.5321)  loss_giou_aux_1: 0.5799 (0.5159)  loss_giou_aux_2: 0.5742 (0.5107)  loss_giou_aux_3: 0.5636 (0.5076)  loss_giou_aux_4: 0.5700 (0.5065)  loss_giou_aux_5: 0.6987 (0.6028)  loss_giou_dn_0: 0.6638 (0.6303)  loss_giou_dn_1: 0.5539 (0.5255)  loss_giou_dn_2: 0.5302 (0.4976)  loss_giou_dn_3: 0.5241 (0.4891)  loss_giou_dn_4: 0.5229 (0.4872)  loss_giou_dn_5: 0.5228 (0.4873)  loss_vfl: 0.7059 (0.7149)  loss_vfl_aux_0: 0.7909 (0.8383)  loss_vfl_aux_1: 0.7592 (0.7829)  loss_vfl_aux_2: 0.7486 (0.7444)  loss_vfl_aux_3: 0.7222 (0.7256)  loss_vfl_aux_4: 0.7032 (0.7174)  loss_vfl_aux_5: 0.7738 (0.8120)  loss_vfl_dn_0: 0.4675 (0.4691)  loss_vfl_dn_1: 0.4069 (0.4078)  loss_vfl_dn_2: 0.3901 (0.3910)  loss_vfl_dn_3: 0.3803 (0.3834)  loss_vfl_dn_4: 0.3778 (0.3806)  loss_vfl_dn_5: 0.3740 (0.3798)  time: 0.4689  data: 0.0142  max mem: 5654
Epoch: [20]  [2300/7393]  eta: 0:40:50  lr: 0.000010  loss: 16.7805 (17.1482)  loss_bbox: 0.1565 (0.1677)  loss_bbox_aux_0: 0.1667 (0.1816)  loss_bbox_aux_1: 0.1647 (0.1727)  loss_bbox_aux_2: 0.1629 (0.1699)  loss_bbox_aux_3: 0.1616 (0.1679)  loss_bbox_aux_4: 0.1609 (0.1677)  loss_bbox_aux_5: 0.2092 (0.2228)  loss_bbox_dn_0: 0.2721 (0.3019)  loss_bbox_dn_1: 0.1947 (0.2322)  loss_bbox_dn_2: 0.1751 (0.2103)  loss_bbox_dn_3: 0.1738 (0.2030)  loss_bbox_dn_4: 0.1726 (0.2015)  loss_bbox_dn_5: 0.1727 (0.2015)  loss_giou: 0.5079 (0.5066)  loss_giou_aux_0: 0.5117 (0.5326)  loss_giou_aux_1: 0.5282 (0.5164)  loss_giou_aux_2: 0.5228 (0.5112)  loss_giou_aux_3: 0.5181 (0.5081)  loss_giou_aux_4: 0.5082 (0.5070)  loss_giou_aux_5: 0.6122 (0.6035)  loss_giou_dn_0: 0.6065 (0.6304)  loss_giou_dn_1: 0.5022 (0.5256)  loss_giou_dn_2: 0.4810 (0.4977)  loss_giou_dn_3: 0.4749 (0.4892)  loss_giou_dn_4: 0.4720 (0.4873)  loss_giou_dn_5: 0.4717 (0.4874)  loss_vfl: 0.7015 (0.7146)  loss_vfl_aux_0: 0.8503 (0.8379)  loss_vfl_aux_1: 0.7746 (0.7825)  loss_vfl_aux_2: 0.7484 (0.7441)  loss_vfl_aux_3: 0.7289 (0.7253)  loss_vfl_aux_4: 0.7251 (0.7172)  loss_vfl_aux_5: 0.8204 (0.8115)  loss_vfl_dn_0: 0.4686 (0.4690)  loss_vfl_dn_1: 0.4104 (0.4078)  loss_vfl_dn_2: 0.3959 (0.3910)  loss_vfl_dn_3: 0.3879 (0.3834)  loss_vfl_dn_4: 0.3857 (0.3806)  loss_vfl_dn_5: 0.3856 (0.3797)  time: 0.4873  data: 0.0142  max mem: 5654
Epoch: [20]  [2400/7393]  eta: 0:40:00  lr: 0.000010  loss: 16.9326 (17.1418)  loss_bbox: 0.1519 (0.1676)  loss_bbox_aux_0: 0.1623 (0.1814)  loss_bbox_aux_1: 0.1533 (0.1726)  loss_bbox_aux_2: 0.1529 (0.1697)  loss_bbox_aux_3: 0.1488 (0.1678)  loss_bbox_aux_4: 0.1503 (0.1676)  loss_bbox_aux_5: 0.2061 (0.2226)  loss_bbox_dn_0: 0.2700 (0.3015)  loss_bbox_dn_1: 0.2093 (0.2318)  loss_bbox_dn_2: 0.1969 (0.2100)  loss_bbox_dn_3: 0.1950 (0.2027)  loss_bbox_dn_4: 0.1944 (0.2011)  loss_bbox_dn_5: 0.1944 (0.2011)  loss_giou: 0.4634 (0.5061)  loss_giou_aux_0: 0.4735 (0.5321)  loss_giou_aux_1: 0.4572 (0.5159)  loss_giou_aux_2: 0.4589 (0.5107)  loss_giou_aux_3: 0.4647 (0.5076)  loss_giou_aux_4: 0.4588 (0.5065)  loss_giou_aux_5: 0.5356 (0.6031)  loss_giou_dn_0: 0.6048 (0.6301)  loss_giou_dn_1: 0.4901 (0.5253)  loss_giou_dn_2: 0.4614 (0.4974)  loss_giou_dn_3: 0.4553 (0.4889)  loss_giou_dn_4: 0.4519 (0.4869)  loss_giou_dn_5: 0.4523 (0.4871)  loss_vfl: 0.7190 (0.7149)  loss_vfl_aux_0: 0.8586 (0.8384)  loss_vfl_aux_1: 0.7932 (0.7829)  loss_vfl_aux_2: 0.7643 (0.7445)  loss_vfl_aux_3: 0.7459 (0.7257)  loss_vfl_aux_4: 0.7207 (0.7174)  loss_vfl_aux_5: 0.8101 (0.8117)  loss_vfl_dn_0: 0.4643 (0.4689)  loss_vfl_dn_1: 0.4044 (0.4077)  loss_vfl_dn_2: 0.3880 (0.3909)  loss_vfl_dn_3: 0.3789 (0.3833)  loss_vfl_dn_4: 0.3772 (0.3804)  loss_vfl_dn_5: 0.3781 (0.3796)  time: 0.4700  data: 0.0139  max mem: 5654
Epoch: [20]  [2500/7393]  eta: 0:39:23  lr: 0.000010  loss: 16.9922 (17.1484)  loss_bbox: 0.1705 (0.1677)  loss_bbox_aux_0: 0.1849 (0.1815)  loss_bbox_aux_1: 0.1802 (0.1727)  loss_bbox_aux_2: 0.1734 (0.1698)  loss_bbox_aux_3: 0.1715 (0.1679)  loss_bbox_aux_4: 0.1687 (0.1677)  loss_bbox_aux_5: 0.2307 (0.2228)  loss_bbox_dn_0: 0.3090 (0.3021)  loss_bbox_dn_1: 0.2396 (0.2322)  loss_bbox_dn_2: 0.2089 (0.2103)  loss_bbox_dn_3: 0.2045 (0.2030)  loss_bbox_dn_4: 0.2036 (0.2015)  loss_bbox_dn_5: 0.2036 (0.2015)  loss_giou: 0.4609 (0.5059)  loss_giou_aux_0: 0.4898 (0.5319)  loss_giou_aux_1: 0.4614 (0.5157)  loss_giou_aux_2: 0.4657 (0.5105)  loss_giou_aux_3: 0.4636 (0.5075)  loss_giou_aux_4: 0.4608 (0.5063)  loss_giou_aux_5: 0.5424 (0.6027)  loss_giou_dn_0: 0.6191 (0.6301)  loss_giou_dn_1: 0.5130 (0.5253)  loss_giou_dn_2: 0.4838 (0.4975)  loss_giou_dn_3: 0.4724 (0.4889)  loss_giou_dn_4: 0.4680 (0.4870)  loss_giou_dn_5: 0.4682 (0.4872)  loss_vfl: 0.7030 (0.7153)  loss_vfl_aux_0: 0.8623 (0.8392)  loss_vfl_aux_1: 0.7640 (0.7835)  loss_vfl_aux_2: 0.7479 (0.7450)  loss_vfl_aux_3: 0.7211 (0.7261)  loss_vfl_aux_4: 0.7063 (0.7179)  loss_vfl_aux_5: 0.8204 (0.8128)  loss_vfl_dn_0: 0.4652 (0.4690)  loss_vfl_dn_1: 0.4044 (0.4077)  loss_vfl_dn_2: 0.3876 (0.3910)  loss_vfl_dn_3: 0.3774 (0.3833)  loss_vfl_dn_4: 0.3737 (0.3805)  loss_vfl_dn_5: 0.3735 (0.3797)  time: 0.4795  data: 0.0146  max mem: 5654
Epoch: [20]  [2600/7393]  eta: 0:38:32  lr: 0.000010  loss: 17.4625 (17.1504)  loss_bbox: 0.1845 (0.1677)  loss_bbox_aux_0: 0.1938 (0.1816)  loss_bbox_aux_1: 0.1878 (0.1728)  loss_bbox_aux_2: 0.1725 (0.1699)  loss_bbox_aux_3: 0.1740 (0.1680)  loss_bbox_aux_4: 0.1753 (0.1677)  loss_bbox_aux_5: 0.2277 (0.2228)  loss_bbox_dn_0: 0.2778 (0.3022)  loss_bbox_dn_1: 0.2229 (0.2323)  loss_bbox_dn_2: 0.1989 (0.2104)  loss_bbox_dn_3: 0.1951 (0.2031)  loss_bbox_dn_4: 0.1956 (0.2015)  loss_bbox_dn_5: 0.1955 (0.2015)  loss_giou: 0.5364 (0.5060)  loss_giou_aux_0: 0.5619 (0.5320)  loss_giou_aux_1: 0.5285 (0.5159)  loss_giou_aux_2: 0.5334 (0.5106)  loss_giou_aux_3: 0.5199 (0.5075)  loss_giou_aux_4: 0.5351 (0.5064)  loss_giou_aux_5: 0.6327 (0.6029)  loss_giou_dn_0: 0.6424 (0.6304)  loss_giou_dn_1: 0.5435 (0.5256)  loss_giou_dn_2: 0.5107 (0.4977)  loss_giou_dn_3: 0.5039 (0.4892)  loss_giou_dn_4: 0.5009 (0.4872)  loss_giou_dn_5: 0.5009 (0.4874)  loss_vfl: 0.6649 (0.7153)  loss_vfl_aux_0: 0.7982 (0.8390)  loss_vfl_aux_1: 0.7217 (0.7831)  loss_vfl_aux_2: 0.7017 (0.7449)  loss_vfl_aux_3: 0.6764 (0.7262)  loss_vfl_aux_4: 0.6677 (0.7179)  loss_vfl_aux_5: 0.7641 (0.8126)  loss_vfl_dn_0: 0.4627 (0.4689)  loss_vfl_dn_1: 0.4070 (0.4077)  loss_vfl_dn_2: 0.3947 (0.3910)  loss_vfl_dn_3: 0.3863 (0.3833)  loss_vfl_dn_4: 0.3828 (0.3805)  loss_vfl_dn_5: 0.3837 (0.3797)  time: 0.4726  data: 0.0133  max mem: 5654
Epoch: [20]  [2700/7393]  eta: 0:37:42  lr: 0.000010  loss: 17.1086 (17.1485)  loss_bbox: 0.1643 (0.1677)  loss_bbox_aux_0: 0.1790 (0.1815)  loss_bbox_aux_1: 0.1707 (0.1728)  loss_bbox_aux_2: 0.1620 (0.1699)  loss_bbox_aux_3: 0.1622 (0.1678)  loss_bbox_aux_4: 0.1600 (0.1676)  loss_bbox_aux_5: 0.2122 (0.2228)  loss_bbox_dn_0: 0.3178 (0.3022)  loss_bbox_dn_1: 0.2210 (0.2324)  loss_bbox_dn_2: 0.2056 (0.2105)  loss_bbox_dn_3: 0.2001 (0.2032)  loss_bbox_dn_4: 0.1974 (0.2016)  loss_bbox_dn_5: 0.1981 (0.2016)  loss_giou: 0.4790 (0.5054)  loss_giou_aux_0: 0.5026 (0.5314)  loss_giou_aux_1: 0.4825 (0.5153)  loss_giou_aux_2: 0.4800 (0.5099)  loss_giou_aux_3: 0.4671 (0.5068)  loss_giou_aux_4: 0.4790 (0.5057)  loss_giou_aux_5: 0.5697 (0.6024)  loss_giou_dn_0: 0.6137 (0.6301)  loss_giou_dn_1: 0.4981 (0.5253)  loss_giou_dn_2: 0.4746 (0.4974)  loss_giou_dn_3: 0.4651 (0.4889)  loss_giou_dn_4: 0.4645 (0.4869)  loss_giou_dn_5: 0.4643 (0.4871)  loss_vfl: 0.7210 (0.7159)  loss_vfl_aux_0: 0.8364 (0.8398)  loss_vfl_aux_1: 0.7841 (0.7837)  loss_vfl_aux_2: 0.7536 (0.7454)  loss_vfl_aux_3: 0.7472 (0.7269)  loss_vfl_aux_4: 0.7336 (0.7185)  loss_vfl_aux_5: 0.7990 (0.8131)  loss_vfl_dn_0: 0.4696 (0.4690)  loss_vfl_dn_1: 0.4090 (0.4077)  loss_vfl_dn_2: 0.3927 (0.3910)  loss_vfl_dn_3: 0.3863 (0.3833)  loss_vfl_dn_4: 0.3826 (0.3805)  loss_vfl_dn_5: 0.3802 (0.3796)  time: 0.4785  data: 0.0140  max mem: 5654
Epoch: [20]  [2800/7393]  eta: 0:36:52  lr: 0.000010  loss: 16.9825 (17.1425)  loss_bbox: 0.1645 (0.1676)  loss_bbox_aux_0: 0.1809 (0.1814)  loss_bbox_aux_1: 0.1711 (0.1727)  loss_bbox_aux_2: 0.1665 (0.1698)  loss_bbox_aux_3: 0.1656 (0.1678)  loss_bbox_aux_4: 0.1660 (0.1676)  loss_bbox_aux_5: 0.2385 (0.2226)  loss_bbox_dn_0: 0.2814 (0.3019)  loss_bbox_dn_1: 0.2343 (0.2321)  loss_bbox_dn_2: 0.2095 (0.2103)  loss_bbox_dn_3: 0.2001 (0.2030)  loss_bbox_dn_4: 0.1986 (0.2014)  loss_bbox_dn_5: 0.1985 (0.2014)  loss_giou: 0.4662 (0.5052)  loss_giou_aux_0: 0.4840 (0.5311)  loss_giou_aux_1: 0.4725 (0.5151)  loss_giou_aux_2: 0.4649 (0.5097)  loss_giou_aux_3: 0.4560 (0.5066)  loss_giou_aux_4: 0.4660 (0.5055)  loss_giou_aux_5: 0.5644 (0.6021)  loss_giou_dn_0: 0.6036 (0.6297)  loss_giou_dn_1: 0.5040 (0.5252)  loss_giou_dn_2: 0.4736 (0.4973)  loss_giou_dn_3: 0.4619 (0.4888)  loss_giou_dn_4: 0.4614 (0.4868)  loss_giou_dn_5: 0.4612 (0.4870)  loss_vfl: 0.7217 (0.7155)  loss_vfl_aux_0: 0.8441 (0.8398)  loss_vfl_aux_1: 0.7998 (0.7834)  loss_vfl_aux_2: 0.7313 (0.7450)  loss_vfl_aux_3: 0.7306 (0.7265)  loss_vfl_aux_4: 0.7142 (0.7182)  loss_vfl_aux_5: 0.8165 (0.8132)  loss_vfl_dn_0: 0.4738 (0.4689)  loss_vfl_dn_1: 0.4064 (0.4076)  loss_vfl_dn_2: 0.3935 (0.3909)  loss_vfl_dn_3: 0.3832 (0.3833)  loss_vfl_dn_4: 0.3796 (0.3804)  loss_vfl_dn_5: 0.3775 (0.3796)  time: 0.4561  data: 0.0141  max mem: 5654
Epoch: [20]  [2900/7393]  eta: 0:36:01  lr: 0.000010  loss: 17.4346 (17.1424)  loss_bbox: 0.1642 (0.1677)  loss_bbox_aux_0: 0.1748 (0.1813)  loss_bbox_aux_1: 0.1701 (0.1727)  loss_bbox_aux_2: 0.1676 (0.1699)  loss_bbox_aux_3: 0.1657 (0.1679)  loss_bbox_aux_4: 0.1669 (0.1677)  loss_bbox_aux_5: 0.2046 (0.2227)  loss_bbox_dn_0: 0.2612 (0.3020)  loss_bbox_dn_1: 0.2079 (0.2324)  loss_bbox_dn_2: 0.1900 (0.2105)  loss_bbox_dn_3: 0.1846 (0.2033)  loss_bbox_dn_4: 0.1848 (0.2017)  loss_bbox_dn_5: 0.1849 (0.2017)  loss_giou: 0.5366 (0.5051)  loss_giou_aux_0: 0.5569 (0.5309)  loss_giou_aux_1: 0.5488 (0.5150)  loss_giou_aux_2: 0.5390 (0.5097)  loss_giou_aux_3: 0.5370 (0.5066)  loss_giou_aux_4: 0.5373 (0.5055)  loss_giou_aux_5: 0.6438 (0.6020)  loss_giou_dn_0: 0.6557 (0.6296)  loss_giou_dn_1: 0.5440 (0.5252)  loss_giou_dn_2: 0.5151 (0.4973)  loss_giou_dn_3: 0.5052 (0.4888)  loss_giou_dn_4: 0.5033 (0.4869)  loss_giou_dn_5: 0.5033 (0.4870)  loss_vfl: 0.7061 (0.7153)  loss_vfl_aux_0: 0.8162 (0.8398)  loss_vfl_aux_1: 0.7821 (0.7831)  loss_vfl_aux_2: 0.7429 (0.7449)  loss_vfl_aux_3: 0.7134 (0.7263)  loss_vfl_aux_4: 0.7145 (0.7180)  loss_vfl_aux_5: 0.7807 (0.8130)  loss_vfl_dn_0: 0.4666 (0.4689)  loss_vfl_dn_1: 0.4105 (0.4077)  loss_vfl_dn_2: 0.3949 (0.3909)  loss_vfl_dn_3: 0.3872 (0.3833)  loss_vfl_dn_4: 0.3836 (0.3805)  loss_vfl_dn_5: 0.3829 (0.3796)  time: 0.4603  data: 0.0142  max mem: 5654
Epoch: [20]  [3000/7393]  eta: 0:35:12  lr: 0.000010  loss: 16.9149 (17.1392)  loss_bbox: 0.1628 (0.1677)  loss_bbox_aux_0: 0.1723 (0.1812)  loss_bbox_aux_1: 0.1721 (0.1727)  loss_bbox_aux_2: 0.1581 (0.1698)  loss_bbox_aux_3: 0.1618 (0.1678)  loss_bbox_aux_4: 0.1608 (0.1676)  loss_bbox_aux_5: 0.2196 (0.2226)  loss_bbox_dn_0: 0.2960 (0.3019)  loss_bbox_dn_1: 0.2114 (0.2323)  loss_bbox_dn_2: 0.1917 (0.2105)  loss_bbox_dn_3: 0.1822 (0.2032)  loss_bbox_dn_4: 0.1815 (0.2017)  loss_bbox_dn_5: 0.1815 (0.2017)  loss_giou: 0.4939 (0.5049)  loss_giou_aux_0: 0.4988 (0.5307)  loss_giou_aux_1: 0.5034 (0.5147)  loss_giou_aux_2: 0.4802 (0.5094)  loss_giou_aux_3: 0.4910 (0.5063)  loss_giou_aux_4: 0.4882 (0.5053)  loss_giou_aux_5: 0.5732 (0.6017)  loss_giou_dn_0: 0.6176 (0.6295)  loss_giou_dn_1: 0.5165 (0.5250)  loss_giou_dn_2: 0.4852 (0.4972)  loss_giou_dn_3: 0.4738 (0.4887)  loss_giou_dn_4: 0.4737 (0.4867)  loss_giou_dn_5: 0.4738 (0.4869)  loss_vfl: 0.7000 (0.7154)  loss_vfl_aux_0: 0.8499 (0.8398)  loss_vfl_aux_1: 0.7776 (0.7833)  loss_vfl_aux_2: 0.7461 (0.7449)  loss_vfl_aux_3: 0.7263 (0.7264)  loss_vfl_aux_4: 0.7161 (0.7181)  loss_vfl_aux_5: 0.8140 (0.8131)  loss_vfl_dn_0: 0.4651 (0.4689)  loss_vfl_dn_1: 0.4103 (0.4076)  loss_vfl_dn_2: 0.3886 (0.3909)  loss_vfl_dn_3: 0.3810 (0.3833)  loss_vfl_dn_4: 0.3791 (0.3804)  loss_vfl_dn_5: 0.3782 (0.3796)  time: 0.4771  data: 0.0141  max mem: 5654
Epoch: [20]  [3100/7393]  eta: 0:34:23  lr: 0.000010  loss: 16.8180 (17.1371)  loss_bbox: 0.1482 (0.1678)  loss_bbox_aux_0: 0.1660 (0.1814)  loss_bbox_aux_1: 0.1563 (0.1728)  loss_bbox_aux_2: 0.1505 (0.1700)  loss_bbox_aux_3: 0.1499 (0.1680)  loss_bbox_aux_4: 0.1479 (0.1678)  loss_bbox_aux_5: 0.1991 (0.2228)  loss_bbox_dn_0: 0.2742 (0.3021)  loss_bbox_dn_1: 0.2111 (0.2324)  loss_bbox_dn_2: 0.1885 (0.2106)  loss_bbox_dn_3: 0.1830 (0.2033)  loss_bbox_dn_4: 0.1843 (0.2018)  loss_bbox_dn_5: 0.1841 (0.2017)  loss_giou: 0.4661 (0.5051)  loss_giou_aux_0: 0.4829 (0.5308)  loss_giou_aux_1: 0.4640 (0.5148)  loss_giou_aux_2: 0.4541 (0.5095)  loss_giou_aux_3: 0.4673 (0.5064)  loss_giou_aux_4: 0.4695 (0.5054)  loss_giou_aux_5: 0.5798 (0.6019)  loss_giou_dn_0: 0.6154 (0.6293)  loss_giou_dn_1: 0.4997 (0.5249)  loss_giou_dn_2: 0.4715 (0.4970)  loss_giou_dn_3: 0.4631 (0.4885)  loss_giou_dn_4: 0.4612 (0.4865)  loss_giou_dn_5: 0.4610 (0.4867)  loss_vfl: 0.7175 (0.7149)  loss_vfl_aux_0: 0.8290 (0.8394)  loss_vfl_aux_1: 0.7806 (0.7827)  loss_vfl_aux_2: 0.7431 (0.7444)  loss_vfl_aux_3: 0.7372 (0.7259)  loss_vfl_aux_4: 0.7220 (0.7175)  loss_vfl_aux_5: 0.8078 (0.8128)  loss_vfl_dn_0: 0.4679 (0.4688)  loss_vfl_dn_1: 0.4152 (0.4075)  loss_vfl_dn_2: 0.3951 (0.3909)  loss_vfl_dn_3: 0.3860 (0.3832)  loss_vfl_dn_4: 0.3868 (0.3804)  loss_vfl_dn_5: 0.3863 (0.3796)  time: 0.4674  data: 0.0142  max mem: 5654
Epoch: [20]  [3200/7393]  eta: 0:33:34  lr: 0.000010  loss: 17.0599 (17.1330)  loss_bbox: 0.1710 (0.1678)  loss_bbox_aux_0: 0.1823 (0.1813)  loss_bbox_aux_1: 0.1704 (0.1726)  loss_bbox_aux_2: 0.1727 (0.1699)  loss_bbox_aux_3: 0.1707 (0.1680)  loss_bbox_aux_4: 0.1715 (0.1677)  loss_bbox_aux_5: 0.2221 (0.2227)  loss_bbox_dn_0: 0.2665 (0.3021)  loss_bbox_dn_1: 0.2191 (0.2324)  loss_bbox_dn_2: 0.1984 (0.2106)  loss_bbox_dn_3: 0.1920 (0.2033)  loss_bbox_dn_4: 0.1913 (0.2017)  loss_bbox_dn_5: 0.1912 (0.2017)  loss_giou: 0.4803 (0.5046)  loss_giou_aux_0: 0.4962 (0.5304)  loss_giou_aux_1: 0.4826 (0.5143)  loss_giou_aux_2: 0.4849 (0.5090)  loss_giou_aux_3: 0.4749 (0.5060)  loss_giou_aux_4: 0.4801 (0.5050)  loss_giou_aux_5: 0.5878 (0.6016)  loss_giou_dn_0: 0.6143 (0.6291)  loss_giou_dn_1: 0.5011 (0.5246)  loss_giou_dn_2: 0.4696 (0.4967)  loss_giou_dn_3: 0.4673 (0.4882)  loss_giou_dn_4: 0.4666 (0.4862)  loss_giou_dn_5: 0.4668 (0.4864)  loss_vfl: 0.6861 (0.7149)  loss_vfl_aux_0: 0.8130 (0.8397)  loss_vfl_aux_1: 0.7349 (0.7830)  loss_vfl_aux_2: 0.7018 (0.7446)  loss_vfl_aux_3: 0.6994 (0.7260)  loss_vfl_aux_4: 0.6938 (0.7176)  loss_vfl_aux_5: 0.7991 (0.8129)  loss_vfl_dn_0: 0.4672 (0.4688)  loss_vfl_dn_1: 0.4152 (0.4075)  loss_vfl_dn_2: 0.3943 (0.3909)  loss_vfl_dn_3: 0.3861 (0.3832)  loss_vfl_dn_4: 0.3817 (0.3804)  loss_vfl_dn_5: 0.3809 (0.3796)  time: 0.4751  data: 0.0137  max mem: 5654
Epoch: [20]  [3300/7393]  eta: 0:32:46  lr: 0.000010  loss: 17.0745 (17.1326)  loss_bbox: 0.1511 (0.1677)  loss_bbox_aux_0: 0.1726 (0.1814)  loss_bbox_aux_1: 0.1663 (0.1727)  loss_bbox_aux_2: 0.1651 (0.1699)  loss_bbox_aux_3: 0.1533 (0.1679)  loss_bbox_aux_4: 0.1544 (0.1677)  loss_bbox_aux_5: 0.2105 (0.2228)  loss_bbox_dn_0: 0.2873 (0.3023)  loss_bbox_dn_1: 0.2111 (0.2326)  loss_bbox_dn_2: 0.1883 (0.2108)  loss_bbox_dn_3: 0.1824 (0.2034)  loss_bbox_dn_4: 0.1788 (0.2019)  loss_bbox_dn_5: 0.1791 (0.2018)  loss_giou: 0.5092 (0.5045)  loss_giou_aux_0: 0.5358 (0.5303)  loss_giou_aux_1: 0.5195 (0.5143)  loss_giou_aux_2: 0.5173 (0.5089)  loss_giou_aux_3: 0.5130 (0.5058)  loss_giou_aux_4: 0.5166 (0.5048)  loss_giou_aux_5: 0.5840 (0.6014)  loss_giou_dn_0: 0.6160 (0.6290)  loss_giou_dn_1: 0.5137 (0.5245)  loss_giou_dn_2: 0.4907 (0.4966)  loss_giou_dn_3: 0.4837 (0.4881)  loss_giou_dn_4: 0.4835 (0.4861)  loss_giou_dn_5: 0.4837 (0.4863)  loss_vfl: 0.6809 (0.7149)  loss_vfl_aux_0: 0.7959 (0.8398)  loss_vfl_aux_1: 0.7197 (0.7831)  loss_vfl_aux_2: 0.6971 (0.7445)  loss_vfl_aux_3: 0.6846 (0.7261)  loss_vfl_aux_4: 0.6826 (0.7176)  loss_vfl_aux_5: 0.7835 (0.8131)  loss_vfl_dn_0: 0.4577 (0.4688)  loss_vfl_dn_1: 0.4026 (0.4075)  loss_vfl_dn_2: 0.3843 (0.3908)  loss_vfl_dn_3: 0.3740 (0.3831)  loss_vfl_dn_4: 0.3770 (0.3803)  loss_vfl_dn_5: 0.3753 (0.3795)  time: 0.4777  data: 0.0138  max mem: 5654
Epoch: [20]  [3400/7393]  eta: 0:32:02  lr: 0.000010  loss: 17.4364 (17.1402)  loss_bbox: 0.1619 (0.1679)  loss_bbox_aux_0: 0.1760 (0.1815)  loss_bbox_aux_1: 0.1727 (0.1729)  loss_bbox_aux_2: 0.1540 (0.1701)  loss_bbox_aux_3: 0.1523 (0.1681)  loss_bbox_aux_4: 0.1622 (0.1678)  loss_bbox_aux_5: 0.2247 (0.2229)  loss_bbox_dn_0: 0.2941 (0.3026)  loss_bbox_dn_1: 0.2365 (0.2329)  loss_bbox_dn_2: 0.2197 (0.2110)  loss_bbox_dn_3: 0.2134 (0.2037)  loss_bbox_dn_4: 0.2125 (0.2021)  loss_bbox_dn_5: 0.2126 (0.2021)  loss_giou: 0.4888 (0.5049)  loss_giou_aux_0: 0.5111 (0.5306)  loss_giou_aux_1: 0.5004 (0.5147)  loss_giou_aux_2: 0.4948 (0.5093)  loss_giou_aux_3: 0.4912 (0.5062)  loss_giou_aux_4: 0.4883 (0.5052)  loss_giou_aux_5: 0.5868 (0.6018)  loss_giou_dn_0: 0.6370 (0.6292)  loss_giou_dn_1: 0.5383 (0.5247)  loss_giou_dn_2: 0.5112 (0.4968)  loss_giou_dn_3: 0.5003 (0.4883)  loss_giou_dn_4: 0.4977 (0.4863)  loss_giou_dn_5: 0.4977 (0.4864)  loss_vfl: 0.7367 (0.7150)  loss_vfl_aux_0: 0.8547 (0.8399)  loss_vfl_aux_1: 0.8044 (0.7830)  loss_vfl_aux_2: 0.7738 (0.7447)  loss_vfl_aux_3: 0.7385 (0.7262)  loss_vfl_aux_4: 0.7400 (0.7177)  loss_vfl_aux_5: 0.8000 (0.8130)  loss_vfl_dn_0: 0.4736 (0.4688)  loss_vfl_dn_1: 0.4151 (0.4075)  loss_vfl_dn_2: 0.3999 (0.3909)  loss_vfl_dn_3: 0.3935 (0.3832)  loss_vfl_dn_4: 0.3890 (0.3804)  loss_vfl_dn_5: 0.3897 (0.3796)  time: 0.4662  data: 0.0137  max mem: 5654
Epoch: [20]  [3500/7393]  eta: 0:31:12  lr: 0.000010  loss: 16.9303 (17.1330)  loss_bbox: 0.1533 (0.1679)  loss_bbox_aux_0: 0.1691 (0.1816)  loss_bbox_aux_1: 0.1563 (0.1729)  loss_bbox_aux_2: 0.1526 (0.1701)  loss_bbox_aux_3: 0.1524 (0.1681)  loss_bbox_aux_4: 0.1510 (0.1679)  loss_bbox_aux_5: 0.2168 (0.2231)  loss_bbox_dn_0: 0.2781 (0.3030)  loss_bbox_dn_1: 0.2170 (0.2331)  loss_bbox_dn_2: 0.1968 (0.2112)  loss_bbox_dn_3: 0.1894 (0.2039)  loss_bbox_dn_4: 0.1889 (0.2023)  loss_bbox_dn_5: 0.1889 (0.2023)  loss_giou: 0.4789 (0.5040)  loss_giou_aux_0: 0.5071 (0.5298)  loss_giou_aux_1: 0.4779 (0.5138)  loss_giou_aux_2: 0.4876 (0.5084)  loss_giou_aux_3: 0.4833 (0.5054)  loss_giou_aux_4: 0.4792 (0.5044)  loss_giou_aux_5: 0.5956 (0.6010)  loss_giou_dn_0: 0.6356 (0.6287)  loss_giou_dn_1: 0.5167 (0.5242)  loss_giou_dn_2: 0.4912 (0.4963)  loss_giou_dn_3: 0.4832 (0.4877)  loss_giou_dn_4: 0.4808 (0.4858)  loss_giou_dn_5: 0.4811 (0.4859)  loss_vfl: 0.7095 (0.7150)  loss_vfl_aux_0: 0.8084 (0.8402)  loss_vfl_aux_1: 0.7471 (0.7831)  loss_vfl_aux_2: 0.7367 (0.7446)  loss_vfl_aux_3: 0.7170 (0.7262)  loss_vfl_aux_4: 0.7237 (0.7177)  loss_vfl_aux_5: 0.7628 (0.8133)  loss_vfl_dn_0: 0.4616 (0.4688)  loss_vfl_dn_1: 0.4078 (0.4074)  loss_vfl_dn_2: 0.3888 (0.3908)  loss_vfl_dn_3: 0.3866 (0.3831)  loss_vfl_dn_4: 0.3841 (0.3803)  loss_vfl_dn_5: 0.3829 (0.3795)  time: 0.4579  data: 0.0138  max mem: 5654
Epoch: [20]  [3600/7393]  eta: 0:30:24  lr: 0.000010  loss: 17.2851 (17.1393)  loss_bbox: 0.1485 (0.1680)  loss_bbox_aux_0: 0.1633 (0.1815)  loss_bbox_aux_1: 0.1529 (0.1729)  loss_bbox_aux_2: 0.1478 (0.1701)  loss_bbox_aux_3: 0.1490 (0.1681)  loss_bbox_aux_4: 0.1484 (0.1679)  loss_bbox_aux_5: 0.2026 (0.2230)  loss_bbox_dn_0: 0.2625 (0.3028)  loss_bbox_dn_1: 0.1958 (0.2330)  loss_bbox_dn_2: 0.1828 (0.2112)  loss_bbox_dn_3: 0.1707 (0.2039)  loss_bbox_dn_4: 0.1693 (0.2023)  loss_bbox_dn_5: 0.1691 (0.2023)  loss_giou: 0.5038 (0.5045)  loss_giou_aux_0: 0.5277 (0.5300)  loss_giou_aux_1: 0.5156 (0.5141)  loss_giou_aux_2: 0.5081 (0.5088)  loss_giou_aux_3: 0.5059 (0.5057)  loss_giou_aux_4: 0.5075 (0.5048)  loss_giou_aux_5: 0.6240 (0.6013)  loss_giou_dn_0: 0.6285 (0.6290)  loss_giou_dn_1: 0.5218 (0.5246)  loss_giou_dn_2: 0.4950 (0.4967)  loss_giou_dn_3: 0.4892 (0.4881)  loss_giou_dn_4: 0.4873 (0.4861)  loss_giou_dn_5: 0.4873 (0.4863)  loss_vfl: 0.6852 (0.7152)  loss_vfl_aux_0: 0.8160 (0.8404)  loss_vfl_aux_1: 0.7468 (0.7834)  loss_vfl_aux_2: 0.7223 (0.7449)  loss_vfl_aux_3: 0.7049 (0.7265)  loss_vfl_aux_4: 0.6938 (0.7179)  loss_vfl_aux_5: 0.7649 (0.8133)  loss_vfl_dn_0: 0.4728 (0.4689)  loss_vfl_dn_1: 0.4050 (0.4076)  loss_vfl_dn_2: 0.3950 (0.3909)  loss_vfl_dn_3: 0.3826 (0.3833)  loss_vfl_dn_4: 0.3808 (0.3805)  loss_vfl_dn_5: 0.3807 (0.3796)  time: 0.4729  data: 0.0143  max mem: 5654
Epoch: [20]  [3700/7393]  eta: 0:29:34  lr: 0.000010  loss: 16.5761 (17.1376)  loss_bbox: 0.1652 (0.1677)  loss_bbox_aux_0: 0.1763 (0.1812)  loss_bbox_aux_1: 0.1621 (0.1726)  loss_bbox_aux_2: 0.1645 (0.1698)  loss_bbox_aux_3: 0.1649 (0.1678)  loss_bbox_aux_4: 0.1646 (0.1676)  loss_bbox_aux_5: 0.2141 (0.2226)  loss_bbox_dn_0: 0.2820 (0.3022)  loss_bbox_dn_1: 0.2223 (0.2326)  loss_bbox_dn_2: 0.1923 (0.2108)  loss_bbox_dn_3: 0.1833 (0.2035)  loss_bbox_dn_4: 0.1824 (0.2019)  loss_bbox_dn_5: 0.1825 (0.2019)  loss_giou: 0.4639 (0.5047)  loss_giou_aux_0: 0.4939 (0.5303)  loss_giou_aux_1: 0.4739 (0.5144)  loss_giou_aux_2: 0.4709 (0.5091)  loss_giou_aux_3: 0.4673 (0.5060)  loss_giou_aux_4: 0.4736 (0.5050)  loss_giou_aux_5: 0.5542 (0.6015)  loss_giou_dn_0: 0.6162 (0.6291)  loss_giou_dn_1: 0.5052 (0.5247)  loss_giou_dn_2: 0.4806 (0.4969)  loss_giou_dn_3: 0.4743 (0.4883)  loss_giou_dn_4: 0.4742 (0.4863)  loss_giou_dn_5: 0.4745 (0.4865)  loss_vfl: 0.6923 (0.7153)  loss_vfl_aux_0: 0.8135 (0.8402)  loss_vfl_aux_1: 0.7946 (0.7834)  loss_vfl_aux_2: 0.7233 (0.7449)  loss_vfl_aux_3: 0.7077 (0.7266)  loss_vfl_aux_4: 0.6927 (0.7180)  loss_vfl_aux_5: 0.8146 (0.8131)  loss_vfl_dn_0: 0.4712 (0.4689)  loss_vfl_dn_1: 0.4012 (0.4076)  loss_vfl_dn_2: 0.3871 (0.3910)  loss_vfl_dn_3: 0.3767 (0.3833)  loss_vfl_dn_4: 0.3738 (0.3805)  loss_vfl_dn_5: 0.3761 (0.3797)  time: 0.4696  data: 0.0142  max mem: 5654
Epoch: [20]  [3800/7393]  eta: 0:28:45  lr: 0.000010  loss: 16.7460 (17.1386)  loss_bbox: 0.1543 (0.1677)  loss_bbox_aux_0: 0.1764 (0.1813)  loss_bbox_aux_1: 0.1614 (0.1727)  loss_bbox_aux_2: 0.1621 (0.1699)  loss_bbox_aux_3: 0.1554 (0.1679)  loss_bbox_aux_4: 0.1551 (0.1677)  loss_bbox_aux_5: 0.2171 (0.2228)  loss_bbox_dn_0: 0.3039 (0.3026)  loss_bbox_dn_1: 0.2353 (0.2329)  loss_bbox_dn_2: 0.2224 (0.2111)  loss_bbox_dn_3: 0.2132 (0.2037)  loss_bbox_dn_4: 0.2099 (0.2022)  loss_bbox_dn_5: 0.2096 (0.2022)  loss_giou: 0.4491 (0.5044)  loss_giou_aux_0: 0.4541 (0.5299)  loss_giou_aux_1: 0.4376 (0.5141)  loss_giou_aux_2: 0.4453 (0.5088)  loss_giou_aux_3: 0.4448 (0.5056)  loss_giou_aux_4: 0.4464 (0.5047)  loss_giou_aux_5: 0.5490 (0.6013)  loss_giou_dn_0: 0.6112 (0.6289)  loss_giou_dn_1: 0.4992 (0.5245)  loss_giou_dn_2: 0.4652 (0.4966)  loss_giou_dn_3: 0.4576 (0.4881)  loss_giou_dn_4: 0.4572 (0.4861)  loss_giou_dn_5: 0.4572 (0.4863)  loss_vfl: 0.7196 (0.7155)  loss_vfl_aux_0: 0.8053 (0.8407)  loss_vfl_aux_1: 0.7781 (0.7838)  loss_vfl_aux_2: 0.7556 (0.7452)  loss_vfl_aux_3: 0.7310 (0.7268)  loss_vfl_aux_4: 0.7285 (0.7183)  loss_vfl_aux_5: 0.8045 (0.8134)  loss_vfl_dn_0: 0.4703 (0.4690)  loss_vfl_dn_1: 0.4053 (0.4076)  loss_vfl_dn_2: 0.3862 (0.3909)  loss_vfl_dn_3: 0.3764 (0.3833)  loss_vfl_dn_4: 0.3699 (0.3805)  loss_vfl_dn_5: 0.3697 (0.3797)  time: 0.4681  data: 0.0144  max mem: 5654
Epoch: [20]  [3900/7393]  eta: 0:27:56  lr: 0.000010  loss: 17.1067 (17.1383)  loss_bbox: 0.1476 (0.1677)  loss_bbox_aux_0: 0.1655 (0.1812)  loss_bbox_aux_1: 0.1544 (0.1726)  loss_bbox_aux_2: 0.1516 (0.1699)  loss_bbox_aux_3: 0.1521 (0.1678)  loss_bbox_aux_4: 0.1470 (0.1676)  loss_bbox_aux_5: 0.1976 (0.2226)  loss_bbox_dn_0: 0.2638 (0.3025)  loss_bbox_dn_1: 0.2020 (0.2328)  loss_bbox_dn_2: 0.1818 (0.2110)  loss_bbox_dn_3: 0.1788 (0.2036)  loss_bbox_dn_4: 0.1779 (0.2021)  loss_bbox_dn_5: 0.1773 (0.2021)  loss_giou: 0.5096 (0.5045)  loss_giou_aux_0: 0.5510 (0.5300)  loss_giou_aux_1: 0.5228 (0.5141)  loss_giou_aux_2: 0.5154 (0.5089)  loss_giou_aux_3: 0.5163 (0.5057)  loss_giou_aux_4: 0.5097 (0.5048)  loss_giou_aux_5: 0.6420 (0.6013)  loss_giou_dn_0: 0.6340 (0.6289)  loss_giou_dn_1: 0.5374 (0.5246)  loss_giou_dn_2: 0.5029 (0.4967)  loss_giou_dn_3: 0.4948 (0.4881)  loss_giou_dn_4: 0.4930 (0.4862)  loss_giou_dn_5: 0.4929 (0.4863)  loss_vfl: 0.6992 (0.7154)  loss_vfl_aux_0: 0.8063 (0.8407)  loss_vfl_aux_1: 0.7743 (0.7837)  loss_vfl_aux_2: 0.7170 (0.7452)  loss_vfl_aux_3: 0.7041 (0.7268)  loss_vfl_aux_4: 0.6929 (0.7182)  loss_vfl_aux_5: 0.7739 (0.8134)  loss_vfl_dn_0: 0.4777 (0.4690)  loss_vfl_dn_1: 0.4129 (0.4077)  loss_vfl_dn_2: 0.3958 (0.3910)  loss_vfl_dn_3: 0.3870 (0.3834)  loss_vfl_dn_4: 0.3850 (0.3806)  loss_vfl_dn_5: 0.3865 (0.3798)  time: 0.4697  data: 0.0137  max mem: 5654
Epoch: [20]  [4000/7393]  eta: 0:27:08  lr: 0.000010  loss: 16.9512 (17.1386)  loss_bbox: 0.1672 (0.1678)  loss_bbox_aux_0: 0.1870 (0.1813)  loss_bbox_aux_1: 0.1673 (0.1728)  loss_bbox_aux_2: 0.1708 (0.1699)  loss_bbox_aux_3: 0.1704 (0.1680)  loss_bbox_aux_4: 0.1663 (0.1677)  loss_bbox_aux_5: 0.2224 (0.2228)  loss_bbox_dn_0: 0.3059 (0.3026)  loss_bbox_dn_1: 0.2460 (0.2329)  loss_bbox_dn_2: 0.2210 (0.2110)  loss_bbox_dn_3: 0.2094 (0.2037)  loss_bbox_dn_4: 0.2078 (0.2021)  loss_bbox_dn_5: 0.2080 (0.2021)  loss_giou: 0.4570 (0.5044)  loss_giou_aux_0: 0.4873 (0.5298)  loss_giou_aux_1: 0.4750 (0.5140)  loss_giou_aux_2: 0.4677 (0.5088)  loss_giou_aux_3: 0.4594 (0.5057)  loss_giou_aux_4: 0.4547 (0.5047)  loss_giou_aux_5: 0.5536 (0.6013)  loss_giou_dn_0: 0.5976 (0.6288)  loss_giou_dn_1: 0.4890 (0.5245)  loss_giou_dn_2: 0.4579 (0.4965)  loss_giou_dn_3: 0.4511 (0.4880)  loss_giou_dn_4: 0.4487 (0.4860)  loss_giou_dn_5: 0.4490 (0.4862)  loss_vfl: 0.7217 (0.7154)  loss_vfl_aux_0: 0.8244 (0.8411)  loss_vfl_aux_1: 0.8139 (0.7840)  loss_vfl_aux_2: 0.7147 (0.7453)  loss_vfl_aux_3: 0.7135 (0.7268)  loss_vfl_aux_4: 0.7091 (0.7182)  loss_vfl_aux_5: 0.7991 (0.8137)  loss_vfl_dn_0: 0.4684 (0.4690)  loss_vfl_dn_1: 0.4083 (0.4076)  loss_vfl_dn_2: 0.3877 (0.3910)  loss_vfl_dn_3: 0.3841 (0.3833)  loss_vfl_dn_4: 0.3802 (0.3805)  loss_vfl_dn_5: 0.3791 (0.3797)  time: 0.4720  data: 0.0141  max mem: 5654
Epoch: [20]  [4100/7393]  eta: 0:26:20  lr: 0.000010  loss: 17.1175 (17.1393)  loss_bbox: 0.1459 (0.1679)  loss_bbox_aux_0: 0.1702 (0.1813)  loss_bbox_aux_1: 0.1558 (0.1728)  loss_bbox_aux_2: 0.1485 (0.1700)  loss_bbox_aux_3: 0.1454 (0.1681)  loss_bbox_aux_4: 0.1457 (0.1678)  loss_bbox_aux_5: 0.2034 (0.2228)  loss_bbox_dn_0: 0.2702 (0.3025)  loss_bbox_dn_1: 0.2081 (0.2328)  loss_bbox_dn_2: 0.1948 (0.2110)  loss_bbox_dn_3: 0.1863 (0.2037)  loss_bbox_dn_4: 0.1839 (0.2021)  loss_bbox_dn_5: 0.1843 (0.2021)  loss_giou: 0.5123 (0.5047)  loss_giou_aux_0: 0.5447 (0.5302)  loss_giou_aux_1: 0.5147 (0.5143)  loss_giou_aux_2: 0.5179 (0.5091)  loss_giou_aux_3: 0.5088 (0.5060)  loss_giou_aux_4: 0.5099 (0.5050)  loss_giou_aux_5: 0.6098 (0.6016)  loss_giou_dn_0: 0.6421 (0.6289)  loss_giou_dn_1: 0.5300 (0.5246)  loss_giou_dn_2: 0.5019 (0.4967)  loss_giou_dn_3: 0.4911 (0.4882)  loss_giou_dn_4: 0.4888 (0.4862)  loss_giou_dn_5: 0.4892 (0.4863)  loss_vfl: 0.6880 (0.7151)  loss_vfl_aux_0: 0.8009 (0.8408)  loss_vfl_aux_1: 0.7478 (0.7836)  loss_vfl_aux_2: 0.7081 (0.7448)  loss_vfl_aux_3: 0.6769 (0.7264)  loss_vfl_aux_4: 0.6841 (0.7178)  loss_vfl_aux_5: 0.8011 (0.8133)  loss_vfl_dn_0: 0.4656 (0.4689)  loss_vfl_dn_1: 0.4098 (0.4076)  loss_vfl_dn_2: 0.3960 (0.3909)  loss_vfl_dn_3: 0.3877 (0.3833)  loss_vfl_dn_4: 0.3848 (0.3805)  loss_vfl_dn_5: 0.3839 (0.3797)  time: 0.4624  data: 0.0145  max mem: 5654
Epoch: [20]  [4200/7393]  eta: 0:25:31  lr: 0.000010  loss: 16.7270 (17.1361)  loss_bbox: 0.1581 (0.1679)  loss_bbox_aux_0: 0.1820 (0.1813)  loss_bbox_aux_1: 0.1699 (0.1728)  loss_bbox_aux_2: 0.1670 (0.1700)  loss_bbox_aux_3: 0.1625 (0.1681)  loss_bbox_aux_4: 0.1608 (0.1678)  loss_bbox_aux_5: 0.2028 (0.2228)  loss_bbox_dn_0: 0.2811 (0.3024)  loss_bbox_dn_1: 0.2127 (0.2327)  loss_bbox_dn_2: 0.1893 (0.2109)  loss_bbox_dn_3: 0.1808 (0.2035)  loss_bbox_dn_4: 0.1816 (0.2020)  loss_bbox_dn_5: 0.1820 (0.2020)  loss_giou: 0.4738 (0.5051)  loss_giou_aux_0: 0.4998 (0.5304)  loss_giou_aux_1: 0.4828 (0.5146)  loss_giou_aux_2: 0.4808 (0.5094)  loss_giou_aux_3: 0.4760 (0.5063)  loss_giou_aux_4: 0.4764 (0.5054)  loss_giou_aux_5: 0.5613 (0.6019)  loss_giou_dn_0: 0.6129 (0.6290)  loss_giou_dn_1: 0.5039 (0.5247)  loss_giou_dn_2: 0.4789 (0.4967)  loss_giou_dn_3: 0.4711 (0.4882)  loss_giou_dn_4: 0.4704 (0.4862)  loss_giou_dn_5: 0.4705 (0.4864)  loss_vfl: 0.6907 (0.7145)  loss_vfl_aux_0: 0.8061 (0.8402)  loss_vfl_aux_1: 0.7442 (0.7829)  loss_vfl_aux_2: 0.7087 (0.7442)  loss_vfl_aux_3: 0.6934 (0.7258)  loss_vfl_aux_4: 0.6861 (0.7172)  loss_vfl_aux_5: 0.7967 (0.8129)  loss_vfl_dn_0: 0.4668 (0.4688)  loss_vfl_dn_1: 0.4017 (0.4075)  loss_vfl_dn_2: 0.3900 (0.3908)  loss_vfl_dn_3: 0.3766 (0.3832)  loss_vfl_dn_4: 0.3762 (0.3804)  loss_vfl_dn_5: 0.3736 (0.3796)  time: 0.4669  data: 0.0145  max mem: 5654
Epoch: [20]  [4300/7393]  eta: 0:24:42  lr: 0.000010  loss: 17.8206 (17.1424)  loss_bbox: 0.1654 (0.1679)  loss_bbox_aux_0: 0.1796 (0.1813)  loss_bbox_aux_1: 0.1784 (0.1728)  loss_bbox_aux_2: 0.1658 (0.1700)  loss_bbox_aux_3: 0.1710 (0.1681)  loss_bbox_aux_4: 0.1658 (0.1678)  loss_bbox_aux_5: 0.2070 (0.2227)  loss_bbox_dn_0: 0.2886 (0.3022)  loss_bbox_dn_1: 0.2220 (0.2326)  loss_bbox_dn_2: 0.2051 (0.2108)  loss_bbox_dn_3: 0.1998 (0.2035)  loss_bbox_dn_4: 0.1976 (0.2019)  loss_bbox_dn_5: 0.1977 (0.2019)  loss_giou: 0.5103 (0.5057)  loss_giou_aux_0: 0.5314 (0.5310)  loss_giou_aux_1: 0.5203 (0.5152)  loss_giou_aux_2: 0.5091 (0.5100)  loss_giou_aux_3: 0.5146 (0.5069)  loss_giou_aux_4: 0.5065 (0.5060)  loss_giou_aux_5: 0.5944 (0.6024)  loss_giou_dn_0: 0.6347 (0.6294)  loss_giou_dn_1: 0.5321 (0.5251)  loss_giou_dn_2: 0.5097 (0.4972)  loss_giou_dn_3: 0.4998 (0.4886)  loss_giou_dn_4: 0.4931 (0.4867)  loss_giou_dn_5: 0.4929 (0.4868)  loss_vfl: 0.7099 (0.7145)  loss_vfl_aux_0: 0.8387 (0.8400)  loss_vfl_aux_1: 0.7925 (0.7829)  loss_vfl_aux_2: 0.7492 (0.7442)  loss_vfl_aux_3: 0.7281 (0.7257)  loss_vfl_aux_4: 0.7256 (0.7171)  loss_vfl_aux_5: 0.7925 (0.8127)  loss_vfl_dn_0: 0.4681 (0.4688)  loss_vfl_dn_1: 0.4083 (0.4076)  loss_vfl_dn_2: 0.3927 (0.3909)  loss_vfl_dn_3: 0.3900 (0.3833)  loss_vfl_dn_4: 0.3859 (0.3805)  loss_vfl_dn_5: 0.3866 (0.3797)  time: 0.4638  data: 0.0145  max mem: 5654
Epoch: [20]  [4400/7393]  eta: 0:23:57  lr: 0.000010  loss: 17.1901 (17.1425)  loss_bbox: 0.1530 (0.1678)  loss_bbox_aux_0: 0.1604 (0.1812)  loss_bbox_aux_1: 0.1549 (0.1727)  loss_bbox_aux_2: 0.1563 (0.1700)  loss_bbox_aux_3: 0.1547 (0.1680)  loss_bbox_aux_4: 0.1530 (0.1677)  loss_bbox_aux_5: 0.1887 (0.2226)  loss_bbox_dn_0: 0.2517 (0.3021)  loss_bbox_dn_1: 0.1966 (0.2325)  loss_bbox_dn_2: 0.1837 (0.2107)  loss_bbox_dn_3: 0.1740 (0.2035)  loss_bbox_dn_4: 0.1734 (0.2019)  loss_bbox_dn_5: 0.1734 (0.2019)  loss_giou: 0.5379 (0.5057)  loss_giou_aux_0: 0.5495 (0.5310)  loss_giou_aux_1: 0.5374 (0.5152)  loss_giou_aux_2: 0.5384 (0.5100)  loss_giou_aux_3: 0.5383 (0.5070)  loss_giou_aux_4: 0.5376 (0.5060)  loss_giou_aux_5: 0.6179 (0.6024)  loss_giou_dn_0: 0.6314 (0.6294)  loss_giou_dn_1: 0.5384 (0.5251)  loss_giou_dn_2: 0.5060 (0.4972)  loss_giou_dn_3: 0.4980 (0.4887)  loss_giou_dn_4: 0.4957 (0.4867)  loss_giou_dn_5: 0.4957 (0.4869)  loss_vfl: 0.6816 (0.7147)  loss_vfl_aux_0: 0.7500 (0.8399)  loss_vfl_aux_1: 0.7337 (0.7831)  loss_vfl_aux_2: 0.7053 (0.7443)  loss_vfl_aux_3: 0.6907 (0.7258)  loss_vfl_aux_4: 0.6768 (0.7173)  loss_vfl_aux_5: 0.7509 (0.8128)  loss_vfl_dn_0: 0.4591 (0.4688)  loss_vfl_dn_1: 0.3986 (0.4076)  loss_vfl_dn_2: 0.3829 (0.3910)  loss_vfl_dn_3: 0.3784 (0.3833)  loss_vfl_dn_4: 0.3756 (0.3805)  loss_vfl_dn_5: 0.3742 (0.3797)  time: 0.4802  data: 0.0143  max mem: 5654
Epoch: [20]  [4500/7393]  eta: 0:23:09  lr: 0.000010  loss: 16.7906 (17.1413)  loss_bbox: 0.1651 (0.1678)  loss_bbox_aux_0: 0.1744 (0.1813)  loss_bbox_aux_1: 0.1691 (0.1727)  loss_bbox_aux_2: 0.1616 (0.1700)  loss_bbox_aux_3: 0.1619 (0.1681)  loss_bbox_aux_4: 0.1635 (0.1677)  loss_bbox_aux_5: 0.2152 (0.2226)  loss_bbox_dn_0: 0.2598 (0.3020)  loss_bbox_dn_1: 0.2071 (0.2325)  loss_bbox_dn_2: 0.1875 (0.2107)  loss_bbox_dn_3: 0.1817 (0.2034)  loss_bbox_dn_4: 0.1803 (0.2018)  loss_bbox_dn_5: 0.1800 (0.2018)  loss_giou: 0.4911 (0.5058)  loss_giou_aux_0: 0.4979 (0.5311)  loss_giou_aux_1: 0.4931 (0.5152)  loss_giou_aux_2: 0.4845 (0.5101)  loss_giou_aux_3: 0.4943 (0.5071)  loss_giou_aux_4: 0.4909 (0.5061)  loss_giou_aux_5: 0.5705 (0.6024)  loss_giou_dn_0: 0.6062 (0.6293)  loss_giou_dn_1: 0.4982 (0.5250)  loss_giou_dn_2: 0.4764 (0.4972)  loss_giou_dn_3: 0.4716 (0.4887)  loss_giou_dn_4: 0.4683 (0.4867)  loss_giou_dn_5: 0.4684 (0.4868)  loss_vfl: 0.7088 (0.7146)  loss_vfl_aux_0: 0.8504 (0.8396)  loss_vfl_aux_1: 0.7968 (0.7829)  loss_vfl_aux_2: 0.7547 (0.7440)  loss_vfl_aux_3: 0.7293 (0.7256)  loss_vfl_aux_4: 0.7142 (0.7172)  loss_vfl_aux_5: 0.8521 (0.8128)  loss_vfl_dn_0: 0.4706 (0.4688)  loss_vfl_dn_1: 0.4036 (0.4075)  loss_vfl_dn_2: 0.3885 (0.3909)  loss_vfl_dn_3: 0.3805 (0.3833)  loss_vfl_dn_4: 0.3775 (0.3805)  loss_vfl_dn_5: 0.3769 (0.3797)  time: 0.4683  data: 0.0137  max mem: 5654
Epoch: [20]  [4600/7393]  eta: 0:22:20  lr: 0.000010  loss: 17.4734 (17.1382)  loss_bbox: 0.1675 (0.1678)  loss_bbox_aux_0: 0.1807 (0.1813)  loss_bbox_aux_1: 0.1723 (0.1727)  loss_bbox_aux_2: 0.1699 (0.1700)  loss_bbox_aux_3: 0.1638 (0.1680)  loss_bbox_aux_4: 0.1666 (0.1677)  loss_bbox_aux_5: 0.2145 (0.2227)  loss_bbox_dn_0: 0.3109 (0.3022)  loss_bbox_dn_1: 0.2393 (0.2326)  loss_bbox_dn_2: 0.2123 (0.2108)  loss_bbox_dn_3: 0.2029 (0.2034)  loss_bbox_dn_4: 0.2008 (0.2019)  loss_bbox_dn_5: 0.2007 (0.2019)  loss_giou: 0.4685 (0.5056)  loss_giou_aux_0: 0.5053 (0.5310)  loss_giou_aux_1: 0.4763 (0.5150)  loss_giou_aux_2: 0.4740 (0.5099)  loss_giou_aux_3: 0.4680 (0.5068)  loss_giou_aux_4: 0.4622 (0.5059)  loss_giou_aux_5: 0.5549 (0.6023)  loss_giou_dn_0: 0.6265 (0.6291)  loss_giou_dn_1: 0.5085 (0.5249)  loss_giou_dn_2: 0.4735 (0.4970)  loss_giou_dn_3: 0.4656 (0.4885)  loss_giou_dn_4: 0.4644 (0.4865)  loss_giou_dn_5: 0.4643 (0.4866)  loss_vfl: 0.7088 (0.7145)  loss_vfl_aux_0: 0.8311 (0.8393)  loss_vfl_aux_1: 0.7790 (0.7827)  loss_vfl_aux_2: 0.7500 (0.7440)  loss_vfl_aux_3: 0.7203 (0.7257)  loss_vfl_aux_4: 0.7042 (0.7172)  loss_vfl_aux_5: 0.8179 (0.8127)  loss_vfl_dn_0: 0.4622 (0.4687)  loss_vfl_dn_1: 0.4028 (0.4074)  loss_vfl_dn_2: 0.3818 (0.3908)  loss_vfl_dn_3: 0.3744 (0.3832)  loss_vfl_dn_4: 0.3684 (0.3804)  loss_vfl_dn_5: 0.3672 (0.3796)  time: 0.4621  data: 0.0140  max mem: 5654
Epoch: [20]  [4700/7393]  eta: 0:21:32  lr: 0.000010  loss: 17.6610 (17.1385)  loss_bbox: 0.1616 (0.1678)  loss_bbox_aux_0: 0.1616 (0.1814)  loss_bbox_aux_1: 0.1581 (0.1728)  loss_bbox_aux_2: 0.1523 (0.1700)  loss_bbox_aux_3: 0.1586 (0.1680)  loss_bbox_aux_4: 0.1602 (0.1677)  loss_bbox_aux_5: 0.2117 (0.2227)  loss_bbox_dn_0: 0.2816 (0.3024)  loss_bbox_dn_1: 0.2265 (0.2327)  loss_bbox_dn_2: 0.2094 (0.2109)  loss_bbox_dn_3: 0.2044 (0.2036)  loss_bbox_dn_4: 0.2040 (0.2020)  loss_bbox_dn_5: 0.2042 (0.2020)  loss_giou: 0.5114 (0.5053)  loss_giou_aux_0: 0.5335 (0.5308)  loss_giou_aux_1: 0.5305 (0.5149)  loss_giou_aux_2: 0.5221 (0.5097)  loss_giou_aux_3: 0.5086 (0.5066)  loss_giou_aux_4: 0.5100 (0.5056)  loss_giou_aux_5: 0.5930 (0.6020)  loss_giou_dn_0: 0.6291 (0.6290)  loss_giou_dn_1: 0.5179 (0.5248)  loss_giou_dn_2: 0.4855 (0.4969)  loss_giou_dn_3: 0.4761 (0.4884)  loss_giou_dn_4: 0.4734 (0.4864)  loss_giou_dn_5: 0.4735 (0.4865)  loss_vfl: 0.7684 (0.7148)  loss_vfl_aux_0: 0.8496 (0.8395)  loss_vfl_aux_1: 0.8142 (0.7828)  loss_vfl_aux_2: 0.7792 (0.7443)  loss_vfl_aux_3: 0.7635 (0.7259)  loss_vfl_aux_4: 0.7647 (0.7175)  loss_vfl_aux_5: 0.8441 (0.8130)  loss_vfl_dn_0: 0.4701 (0.4687)  loss_vfl_dn_1: 0.4130 (0.4074)  loss_vfl_dn_2: 0.3983 (0.3908)  loss_vfl_dn_3: 0.3896 (0.3832)  loss_vfl_dn_4: 0.3855 (0.3804)  loss_vfl_dn_5: 0.3861 (0.3795)  time: 0.4663  data: 0.0138  max mem: 5654
Epoch: [20]  [4800/7393]  eta: 0:20:46  lr: 0.000010  loss: 16.4729 (17.1357)  loss_bbox: 0.1554 (0.1678)  loss_bbox_aux_0: 0.1717 (0.1814)  loss_bbox_aux_1: 0.1565 (0.1728)  loss_bbox_aux_2: 0.1589 (0.1701)  loss_bbox_aux_3: 0.1551 (0.1681)  loss_bbox_aux_4: 0.1571 (0.1677)  loss_bbox_aux_5: 0.1979 (0.2227)  loss_bbox_dn_0: 0.2748 (0.3024)  loss_bbox_dn_1: 0.2092 (0.2327)  loss_bbox_dn_2: 0.1983 (0.2109)  loss_bbox_dn_3: 0.1974 (0.2036)  loss_bbox_dn_4: 0.1971 (0.2020)  loss_bbox_dn_5: 0.1969 (0.2020)  loss_giou: 0.4837 (0.5050)  loss_giou_aux_0: 0.5001 (0.5304)  loss_giou_aux_1: 0.4841 (0.5146)  loss_giou_aux_2: 0.4893 (0.5094)  loss_giou_aux_3: 0.4867 (0.5063)  loss_giou_aux_4: 0.4889 (0.5053)  loss_giou_aux_5: 0.5902 (0.6017)  loss_giou_dn_0: 0.6107 (0.6288)  loss_giou_dn_1: 0.5063 (0.5245)  loss_giou_dn_2: 0.4831 (0.4966)  loss_giou_dn_3: 0.4801 (0.4881)  loss_giou_dn_4: 0.4773 (0.4861)  loss_giou_dn_5: 0.4782 (0.4863)  loss_vfl: 0.6921 (0.7150)  loss_vfl_aux_0: 0.8278 (0.8395)  loss_vfl_aux_1: 0.7674 (0.7828)  loss_vfl_aux_2: 0.7333 (0.7442)  loss_vfl_aux_3: 0.7028 (0.7260)  loss_vfl_aux_4: 0.6980 (0.7177)  loss_vfl_aux_5: 0.8097 (0.8131)  loss_vfl_dn_0: 0.4619 (0.4687)  loss_vfl_dn_1: 0.3954 (0.4073)  loss_vfl_dn_2: 0.3772 (0.3908)  loss_vfl_dn_3: 0.3710 (0.3831)  loss_vfl_dn_4: 0.3671 (0.3803)  loss_vfl_dn_5: 0.3660 (0.3795)  time: 0.7408  data: 0.0148  max mem: 5654
Epoch: [20]  [4900/7393]  eta: 0:19:58  lr: 0.000010  loss: 16.4203 (17.1350)  loss_bbox: 0.1524 (0.1679)  loss_bbox_aux_0: 0.1653 (0.1815)  loss_bbox_aux_1: 0.1603 (0.1729)  loss_bbox_aux_2: 0.1571 (0.1702)  loss_bbox_aux_3: 0.1546 (0.1682)  loss_bbox_aux_4: 0.1527 (0.1678)  loss_bbox_aux_5: 0.2178 (0.2229)  loss_bbox_dn_0: 0.2778 (0.3026)  loss_bbox_dn_1: 0.2234 (0.2329)  loss_bbox_dn_2: 0.2049 (0.2111)  loss_bbox_dn_3: 0.1999 (0.2037)  loss_bbox_dn_4: 0.1995 (0.2021)  loss_bbox_dn_5: 0.1989 (0.2021)  loss_giou: 0.4562 (0.5049)  loss_giou_aux_0: 0.4706 (0.5304)  loss_giou_aux_1: 0.4595 (0.5145)  loss_giou_aux_2: 0.4603 (0.5093)  loss_giou_aux_3: 0.4533 (0.5062)  loss_giou_aux_4: 0.4560 (0.5052)  loss_giou_aux_5: 0.5423 (0.6016)  loss_giou_dn_0: 0.5844 (0.6287)  loss_giou_dn_1: 0.4819 (0.5244)  loss_giou_dn_2: 0.4480 (0.4965)  loss_giou_dn_3: 0.4400 (0.4880)  loss_giou_dn_4: 0.4395 (0.4860)  loss_giou_dn_5: 0.4395 (0.4862)  loss_vfl: 0.6939 (0.7149)  loss_vfl_aux_0: 0.8423 (0.8394)  loss_vfl_aux_1: 0.7721 (0.7828)  loss_vfl_aux_2: 0.7433 (0.7442)  loss_vfl_aux_3: 0.6946 (0.7259)  loss_vfl_aux_4: 0.7078 (0.7176)  loss_vfl_aux_5: 0.8276 (0.8132)  loss_vfl_dn_0: 0.4603 (0.4686)  loss_vfl_dn_1: 0.3975 (0.4073)  loss_vfl_dn_2: 0.3860 (0.3907)  loss_vfl_dn_3: 0.3765 (0.3831)  loss_vfl_dn_4: 0.3746 (0.3803)  loss_vfl_dn_5: 0.3768 (0.3795)  time: 0.4888  data: 0.0148  max mem: 5654
Epoch: [20]  [5000/7393]  eta: 0:19:09  lr: 0.000010  loss: 17.3338 (17.1365)  loss_bbox: 0.1662 (0.1679)  loss_bbox_aux_0: 0.1725 (0.1815)  loss_bbox_aux_1: 0.1651 (0.1729)  loss_bbox_aux_2: 0.1636 (0.1702)  loss_bbox_aux_3: 0.1641 (0.1682)  loss_bbox_aux_4: 0.1641 (0.1678)  loss_bbox_aux_5: 0.2163 (0.2229)  loss_bbox_dn_0: 0.2915 (0.3027)  loss_bbox_dn_1: 0.2366 (0.2330)  loss_bbox_dn_2: 0.2105 (0.2111)  loss_bbox_dn_3: 0.2075 (0.2038)  loss_bbox_dn_4: 0.2076 (0.2022)  loss_bbox_dn_5: 0.2077 (0.2022)  loss_giou: 0.5230 (0.5048)  loss_giou_aux_0: 0.5486 (0.5302)  loss_giou_aux_1: 0.5269 (0.5143)  loss_giou_aux_2: 0.5338 (0.5092)  loss_giou_aux_3: 0.5216 (0.5060)  loss_giou_aux_4: 0.5205 (0.5050)  loss_giou_aux_5: 0.6101 (0.6015)  loss_giou_dn_0: 0.6534 (0.6286)  loss_giou_dn_1: 0.5501 (0.5243)  loss_giou_dn_2: 0.5222 (0.4964)  loss_giou_dn_3: 0.5154 (0.4879)  loss_giou_dn_4: 0.5118 (0.4859)  loss_giou_dn_5: 0.5120 (0.4861)  loss_vfl: 0.7192 (0.7152)  loss_vfl_aux_0: 0.8298 (0.8397)  loss_vfl_aux_1: 0.7970 (0.7832)  loss_vfl_aux_2: 0.7498 (0.7445)  loss_vfl_aux_3: 0.7360 (0.7263)  loss_vfl_aux_4: 0.7265 (0.7180)  loss_vfl_aux_5: 0.8174 (0.8135)  loss_vfl_dn_0: 0.4674 (0.4686)  loss_vfl_dn_1: 0.4112 (0.4073)  loss_vfl_dn_2: 0.3932 (0.3907)  loss_vfl_dn_3: 0.3854 (0.3831)  loss_vfl_dn_4: 0.3817 (0.3803)  loss_vfl_dn_5: 0.3818 (0.3795)  time: 0.4803  data: 0.0139  max mem: 5654
Epoch: [20]  [5100/7393]  eta: 0:18:21  lr: 0.000010  loss: 16.9239 (17.1354)  loss_bbox: 0.1644 (0.1679)  loss_bbox_aux_0: 0.1860 (0.1814)  loss_bbox_aux_1: 0.1733 (0.1728)  loss_bbox_aux_2: 0.1735 (0.1702)  loss_bbox_aux_3: 0.1702 (0.1681)  loss_bbox_aux_4: 0.1672 (0.1678)  loss_bbox_aux_5: 0.2181 (0.2228)  loss_bbox_dn_0: 0.3258 (0.3027)  loss_bbox_dn_1: 0.2469 (0.2329)  loss_bbox_dn_2: 0.2178 (0.2111)  loss_bbox_dn_3: 0.2018 (0.2038)  loss_bbox_dn_4: 0.1982 (0.2022)  loss_bbox_dn_5: 0.1980 (0.2022)  loss_giou: 0.4870 (0.5048)  loss_giou_aux_0: 0.5009 (0.5301)  loss_giou_aux_1: 0.4809 (0.5143)  loss_giou_aux_2: 0.4822 (0.5092)  loss_giou_aux_3: 0.4861 (0.5060)  loss_giou_aux_4: 0.4831 (0.5051)  loss_giou_aux_5: 0.5702 (0.6014)  loss_giou_dn_0: 0.6243 (0.6286)  loss_giou_dn_1: 0.5194 (0.5244)  loss_giou_dn_2: 0.4855 (0.4965)  loss_giou_dn_3: 0.4787 (0.4880)  loss_giou_dn_4: 0.4755 (0.4860)  loss_giou_dn_5: 0.4765 (0.4862)  loss_vfl: 0.6741 (0.7150)  loss_vfl_aux_0: 0.8119 (0.8397)  loss_vfl_aux_1: 0.7599 (0.7831)  loss_vfl_aux_2: 0.7147 (0.7443)  loss_vfl_aux_3: 0.6873 (0.7261)  loss_vfl_aux_4: 0.6757 (0.7178)  loss_vfl_aux_5: 0.7774 (0.8133)  loss_vfl_dn_0: 0.4600 (0.4686)  loss_vfl_dn_1: 0.4061 (0.4073)  loss_vfl_dn_2: 0.3906 (0.3907)  loss_vfl_dn_3: 0.3839 (0.3831)  loss_vfl_dn_4: 0.3791 (0.3803)  loss_vfl_dn_5: 0.3783 (0.3795)  time: 0.4739  data: 0.0143  max mem: 5654
Epoch: [20]  [5200/7393]  eta: 0:17:33  lr: 0.000010  loss: 17.3966 (17.1361)  loss_bbox: 0.1641 (0.1679)  loss_bbox_aux_0: 0.1749 (0.1814)  loss_bbox_aux_1: 0.1641 (0.1728)  loss_bbox_aux_2: 0.1632 (0.1702)  loss_bbox_aux_3: 0.1660 (0.1682)  loss_bbox_aux_4: 0.1612 (0.1678)  loss_bbox_aux_5: 0.2205 (0.2228)  loss_bbox_dn_0: 0.2865 (0.3025)  loss_bbox_dn_1: 0.2233 (0.2328)  loss_bbox_dn_2: 0.2085 (0.2110)  loss_bbox_dn_3: 0.1969 (0.2036)  loss_bbox_dn_4: 0.1972 (0.2021)  loss_bbox_dn_5: 0.1970 (0.2020)  loss_giou: 0.5432 (0.5051)  loss_giou_aux_0: 0.5652 (0.5305)  loss_giou_aux_1: 0.5617 (0.5147)  loss_giou_aux_2: 0.5534 (0.5096)  loss_giou_aux_3: 0.5450 (0.5064)  loss_giou_aux_4: 0.5411 (0.5054)  loss_giou_aux_5: 0.6331 (0.6018)  loss_giou_dn_0: 0.6641 (0.6287)  loss_giou_dn_1: 0.5668 (0.5245)  loss_giou_dn_2: 0.5396 (0.4966)  loss_giou_dn_3: 0.5341 (0.4881)  loss_giou_dn_4: 0.5324 (0.4861)  loss_giou_dn_5: 0.5324 (0.4863)  loss_vfl: 0.6667 (0.7148)  loss_vfl_aux_0: 0.8078 (0.8395)  loss_vfl_aux_1: 0.7502 (0.7829)  loss_vfl_aux_2: 0.6864 (0.7441)  loss_vfl_aux_3: 0.6811 (0.7258)  loss_vfl_aux_4: 0.6705 (0.7175)  loss_vfl_aux_5: 0.7771 (0.8131)  loss_vfl_dn_0: 0.4629 (0.4685)  loss_vfl_dn_1: 0.4092 (0.4073)  loss_vfl_dn_2: 0.3905 (0.3907)  loss_vfl_dn_3: 0.3848 (0.3831)  loss_vfl_dn_4: 0.3819 (0.3803)  loss_vfl_dn_5: 0.3811 (0.3795)  time: 0.4889  data: 0.0147  max mem: 5654
Epoch: [20]  [5300/7393]  eta: 0:16:46  lr: 0.000010  loss: 16.2520 (17.1366)  loss_bbox: 0.1573 (0.1678)  loss_bbox_aux_0: 0.1642 (0.1813)  loss_bbox_aux_1: 0.1608 (0.1727)  loss_bbox_aux_2: 0.1631 (0.1701)  loss_bbox_aux_3: 0.1573 (0.1681)  loss_bbox_aux_4: 0.1574 (0.1677)  loss_bbox_aux_5: 0.2030 (0.2226)  loss_bbox_dn_0: 0.2506 (0.3023)  loss_bbox_dn_1: 0.1929 (0.2326)  loss_bbox_dn_2: 0.1736 (0.2108)  loss_bbox_dn_3: 0.1677 (0.2034)  loss_bbox_dn_4: 0.1668 (0.2019)  loss_bbox_dn_5: 0.1668 (0.2019)  loss_giou: 0.4834 (0.5055)  loss_giou_aux_0: 0.5072 (0.5308)  loss_giou_aux_1: 0.4947 (0.5151)  loss_giou_aux_2: 0.4847 (0.5100)  loss_giou_aux_3: 0.4858 (0.5068)  loss_giou_aux_4: 0.4838 (0.5058)  loss_giou_aux_5: 0.5591 (0.6022)  loss_giou_dn_0: 0.5755 (0.6288)  loss_giou_dn_1: 0.4794 (0.5246)  loss_giou_dn_2: 0.4535 (0.4968)  loss_giou_dn_3: 0.4458 (0.4882)  loss_giou_dn_4: 0.4444 (0.4863)  loss_giou_dn_5: 0.4448 (0.4864)  loss_vfl: 0.6779 (0.7147)  loss_vfl_aux_0: 0.8209 (0.8394)  loss_vfl_aux_1: 0.7477 (0.7827)  loss_vfl_aux_2: 0.6966 (0.7439)  loss_vfl_aux_3: 0.6884 (0.7257)  loss_vfl_aux_4: 0.6835 (0.7175)  loss_vfl_aux_5: 0.7998 (0.8128)  loss_vfl_dn_0: 0.4681 (0.4685)  loss_vfl_dn_1: 0.3961 (0.4073)  loss_vfl_dn_2: 0.3791 (0.3907)  loss_vfl_dn_3: 0.3720 (0.3831)  loss_vfl_dn_4: 0.3700 (0.3803)  loss_vfl_dn_5: 0.3685 (0.3795)  time: 0.4759  data: 0.0141  max mem: 5654
Epoch: [20]  [5400/7393]  eta: 0:15:58  lr: 0.000010  loss: 17.2639 (17.1367)  loss_bbox: 0.1587 (0.1679)  loss_bbox_aux_0: 0.1808 (0.1814)  loss_bbox_aux_1: 0.1674 (0.1728)  loss_bbox_aux_2: 0.1564 (0.1702)  loss_bbox_aux_3: 0.1567 (0.1681)  loss_bbox_aux_4: 0.1557 (0.1678)  loss_bbox_aux_5: 0.2168 (0.2227)  loss_bbox_dn_0: 0.2957 (0.3023)  loss_bbox_dn_1: 0.2299 (0.2326)  loss_bbox_dn_2: 0.2019 (0.2108)  loss_bbox_dn_3: 0.1973 (0.2035)  loss_bbox_dn_4: 0.1981 (0.2019)  loss_bbox_dn_5: 0.1982 (0.2019)  loss_giou: 0.5090 (0.5054)  loss_giou_aux_0: 0.5179 (0.5307)  loss_giou_aux_1: 0.5027 (0.5149)  loss_giou_aux_2: 0.5129 (0.5098)  loss_giou_aux_3: 0.5005 (0.5066)  loss_giou_aux_4: 0.5144 (0.5057)  loss_giou_aux_5: 0.5807 (0.6021)  loss_giou_dn_0: 0.6238 (0.6288)  loss_giou_dn_1: 0.5186 (0.5246)  loss_giou_dn_2: 0.4949 (0.4967)  loss_giou_dn_3: 0.4849 (0.4882)  loss_giou_dn_4: 0.4849 (0.4862)  loss_giou_dn_5: 0.4860 (0.4864)  loss_vfl: 0.7047 (0.7148)  loss_vfl_aux_0: 0.8335 (0.8395)  loss_vfl_aux_1: 0.7891 (0.7830)  loss_vfl_aux_2: 0.7376 (0.7442)  loss_vfl_aux_3: 0.7190 (0.7259)  loss_vfl_aux_4: 0.7008 (0.7177)  loss_vfl_aux_5: 0.8181 (0.8128)  loss_vfl_dn_0: 0.4673 (0.4685)  loss_vfl_dn_1: 0.4084 (0.4072)  loss_vfl_dn_2: 0.3917 (0.3907)  loss_vfl_dn_3: 0.3868 (0.3831)  loss_vfl_dn_4: 0.3830 (0.3802)  loss_vfl_dn_5: 0.3841 (0.3794)  time: 0.4701  data: 0.0137  max mem: 5654
Epoch: [20]  [5500/7393]  eta: 0:15:10  lr: 0.000010  loss: 16.2300 (17.1352)  loss_bbox: 0.1828 (0.1680)  loss_bbox_aux_0: 0.1836 (0.1814)  loss_bbox_aux_1: 0.1831 (0.1728)  loss_bbox_aux_2: 0.1939 (0.1702)  loss_bbox_aux_3: 0.1861 (0.1682)  loss_bbox_aux_4: 0.1827 (0.1679)  loss_bbox_aux_5: 0.2289 (0.2228)  loss_bbox_dn_0: 0.3115 (0.3024)  loss_bbox_dn_1: 0.2350 (0.2326)  loss_bbox_dn_2: 0.2173 (0.2108)  loss_bbox_dn_3: 0.2163 (0.2035)  loss_bbox_dn_4: 0.2160 (0.2019)  loss_bbox_dn_5: 0.2156 (0.2019)  loss_giou: 0.4355 (0.5051)  loss_giou_aux_0: 0.4602 (0.5303)  loss_giou_aux_1: 0.4415 (0.5145)  loss_giou_aux_2: 0.4412 (0.5095)  loss_giou_aux_3: 0.4373 (0.5063)  loss_giou_aux_4: 0.4366 (0.5054)  loss_giou_aux_5: 0.5447 (0.6018)  loss_giou_dn_0: 0.5702 (0.6286)  loss_giou_dn_1: 0.4750 (0.5244)  loss_giou_dn_2: 0.4449 (0.4965)  loss_giou_dn_3: 0.4384 (0.4879)  loss_giou_dn_4: 0.4386 (0.4859)  loss_giou_dn_5: 0.4383 (0.4861)  loss_vfl: 0.7344 (0.7150)  loss_vfl_aux_0: 0.8306 (0.8398)  loss_vfl_aux_1: 0.7944 (0.7833)  loss_vfl_aux_2: 0.7481 (0.7443)  loss_vfl_aux_3: 0.7505 (0.7261)  loss_vfl_aux_4: 0.7370 (0.7178)  loss_vfl_aux_5: 0.8227 (0.8130)  loss_vfl_dn_0: 0.4690 (0.4685)  loss_vfl_dn_1: 0.4008 (0.4072)  loss_vfl_dn_2: 0.3845 (0.3907)  loss_vfl_dn_3: 0.3801 (0.3830)  loss_vfl_dn_4: 0.3790 (0.3802)  loss_vfl_dn_5: 0.3776 (0.3794)  time: 0.4766  data: 0.0141  max mem: 5654
Epoch: [20]  [5600/7393]  eta: 0:14:21  lr: 0.000010  loss: 17.1144 (17.1378)  loss_bbox: 0.1658 (0.1680)  loss_bbox_aux_0: 0.1804 (0.1813)  loss_bbox_aux_1: 0.1704 (0.1728)  loss_bbox_aux_2: 0.1744 (0.1702)  loss_bbox_aux_3: 0.1686 (0.1682)  loss_bbox_aux_4: 0.1675 (0.1678)  loss_bbox_aux_5: 0.2152 (0.2228)  loss_bbox_dn_0: 0.2732 (0.3022)  loss_bbox_dn_1: 0.2052 (0.2326)  loss_bbox_dn_2: 0.1885 (0.2107)  loss_bbox_dn_3: 0.1854 (0.2034)  loss_bbox_dn_4: 0.1844 (0.2019)  loss_bbox_dn_5: 0.1844 (0.2018)  loss_giou: 0.5346 (0.5054)  loss_giou_aux_0: 0.5448 (0.5307)  loss_giou_aux_1: 0.5301 (0.5149)  loss_giou_aux_2: 0.5269 (0.5099)  loss_giou_aux_3: 0.5334 (0.5067)  loss_giou_aux_4: 0.5343 (0.5057)  loss_giou_aux_5: 0.6214 (0.6022)  loss_giou_dn_0: 0.6393 (0.6287)  loss_giou_dn_1: 0.5377 (0.5246)  loss_giou_dn_2: 0.5195 (0.4967)  loss_giou_dn_3: 0.5086 (0.4882)  loss_giou_dn_4: 0.5040 (0.4862)  loss_giou_dn_5: 0.5044 (0.4864)  loss_vfl: 0.6765 (0.7149)  loss_vfl_aux_0: 0.7980 (0.8397)  loss_vfl_aux_1: 0.7420 (0.7832)  loss_vfl_aux_2: 0.7138 (0.7442)  loss_vfl_aux_3: 0.6925 (0.7261)  loss_vfl_aux_4: 0.6802 (0.7177)  loss_vfl_aux_5: 0.7593 (0.8128)  loss_vfl_dn_0: 0.4678 (0.4685)  loss_vfl_dn_1: 0.4043 (0.4072)  loss_vfl_dn_2: 0.3856 (0.3907)  loss_vfl_dn_3: 0.3795 (0.3830)  loss_vfl_dn_4: 0.3772 (0.3802)  loss_vfl_dn_5: 0.3779 (0.3794)  time: 0.4717  data: 0.0144  max mem: 5654
Epoch: [20]  [5700/7393]  eta: 0:13:33  lr: 0.000010  loss: 17.0410 (17.1398)  loss_bbox: 0.1604 (0.1679)  loss_bbox_aux_0: 0.1696 (0.1814)  loss_bbox_aux_1: 0.1573 (0.1728)  loss_bbox_aux_2: 0.1602 (0.1702)  loss_bbox_aux_3: 0.1639 (0.1682)  loss_bbox_aux_4: 0.1617 (0.1678)  loss_bbox_aux_5: 0.1902 (0.2227)  loss_bbox_dn_0: 0.2891 (0.3021)  loss_bbox_dn_1: 0.2338 (0.2326)  loss_bbox_dn_2: 0.2111 (0.2107)  loss_bbox_dn_3: 0.2065 (0.2034)  loss_bbox_dn_4: 0.2054 (0.2018)  loss_bbox_dn_5: 0.2053 (0.2018)  loss_giou: 0.5121 (0.5055)  loss_giou_aux_0: 0.5297 (0.5308)  loss_giou_aux_1: 0.5169 (0.5150)  loss_giou_aux_2: 0.5117 (0.5099)  loss_giou_aux_3: 0.5110 (0.5068)  loss_giou_aux_4: 0.5105 (0.5058)  loss_giou_aux_5: 0.6118 (0.6023)  loss_giou_dn_0: 0.6477 (0.6289)  loss_giou_dn_1: 0.5477 (0.5248)  loss_giou_dn_2: 0.5217 (0.4969)  loss_giou_dn_3: 0.5119 (0.4884)  loss_giou_dn_4: 0.5079 (0.4864)  loss_giou_dn_5: 0.5079 (0.4866)  loss_vfl: 0.6803 (0.7149)  loss_vfl_aux_0: 0.8169 (0.8399)  loss_vfl_aux_1: 0.7651 (0.7833)  loss_vfl_aux_2: 0.7275 (0.7444)  loss_vfl_aux_3: 0.6849 (0.7260)  loss_vfl_aux_4: 0.6911 (0.7177)  loss_vfl_aux_5: 0.8020 (0.8129)  loss_vfl_dn_0: 0.4680 (0.4684)  loss_vfl_dn_1: 0.4113 (0.4072)  loss_vfl_dn_2: 0.3918 (0.3907)  loss_vfl_dn_3: 0.3819 (0.3831)  loss_vfl_dn_4: 0.3814 (0.3802)  loss_vfl_dn_5: 0.3808 (0.3794)  time: 0.4620  data: 0.0141  max mem: 5654
Epoch: [20]  [5800/7393]  eta: 0:12:45  lr: 0.000010  loss: 17.0444 (17.1394)  loss_bbox: 0.1502 (0.1680)  loss_bbox_aux_0: 0.1795 (0.1815)  loss_bbox_aux_1: 0.1569 (0.1728)  loss_bbox_aux_2: 0.1556 (0.1702)  loss_bbox_aux_3: 0.1448 (0.1682)  loss_bbox_aux_4: 0.1522 (0.1679)  loss_bbox_aux_5: 0.2121 (0.2229)  loss_bbox_dn_0: 0.2616 (0.3022)  loss_bbox_dn_1: 0.1926 (0.2326)  loss_bbox_dn_2: 0.1843 (0.2108)  loss_bbox_dn_3: 0.1822 (0.2035)  loss_bbox_dn_4: 0.1815 (0.2019)  loss_bbox_dn_5: 0.1816 (0.2019)  loss_giou: 0.5133 (0.5055)  loss_giou_aux_0: 0.5281 (0.5309)  loss_giou_aux_1: 0.5256 (0.5150)  loss_giou_aux_2: 0.5158 (0.5100)  loss_giou_aux_3: 0.5163 (0.5068)  loss_giou_aux_4: 0.5114 (0.5058)  loss_giou_aux_5: 0.5907 (0.6024)  loss_giou_dn_0: 0.6305 (0.6289)  loss_giou_dn_1: 0.5225 (0.5248)  loss_giou_dn_2: 0.4936 (0.4969)  loss_giou_dn_3: 0.4873 (0.4884)  loss_giou_dn_4: 0.4858 (0.4864)  loss_giou_dn_5: 0.4864 (0.4866)  loss_vfl: 0.6829 (0.7148)  loss_vfl_aux_0: 0.8223 (0.8397)  loss_vfl_aux_1: 0.7436 (0.7832)  loss_vfl_aux_2: 0.7222 (0.7442)  loss_vfl_aux_3: 0.6896 (0.7259)  loss_vfl_aux_4: 0.6874 (0.7176)  loss_vfl_aux_5: 0.7916 (0.8127)  loss_vfl_dn_0: 0.4645 (0.4684)  loss_vfl_dn_1: 0.4066 (0.4072)  loss_vfl_dn_2: 0.3856 (0.3906)  loss_vfl_dn_3: 0.3835 (0.3830)  loss_vfl_dn_4: 0.3785 (0.3802)  loss_vfl_dn_5: 0.3774 (0.3794)  time: 0.4790  data: 0.0139  max mem: 5654
Epoch: [20]  [5900/7393]  eta: 0:11:56  lr: 0.000010  loss: 16.6989 (17.1391)  loss_bbox: 0.1470 (0.1679)  loss_bbox_aux_0: 0.1675 (0.1814)  loss_bbox_aux_1: 0.1594 (0.1728)  loss_bbox_aux_2: 0.1543 (0.1702)  loss_bbox_aux_3: 0.1518 (0.1681)  loss_bbox_aux_4: 0.1471 (0.1678)  loss_bbox_aux_5: 0.2109 (0.2229)  loss_bbox_dn_0: 0.2771 (0.3023)  loss_bbox_dn_1: 0.1951 (0.2327)  loss_bbox_dn_2: 0.1697 (0.2109)  loss_bbox_dn_3: 0.1663 (0.2035)  loss_bbox_dn_4: 0.1656 (0.2020)  loss_bbox_dn_5: 0.1660 (0.2020)  loss_giou: 0.4794 (0.5054)  loss_giou_aux_0: 0.5129 (0.5308)  loss_giou_aux_1: 0.4888 (0.5149)  loss_giou_aux_2: 0.4812 (0.5099)  loss_giou_aux_3: 0.4825 (0.5067)  loss_giou_aux_4: 0.4841 (0.5057)  loss_giou_aux_5: 0.5853 (0.6024)  loss_giou_dn_0: 0.6129 (0.6289)  loss_giou_dn_1: 0.4997 (0.5248)  loss_giou_dn_2: 0.4762 (0.4969)  loss_giou_dn_3: 0.4693 (0.4884)  loss_giou_dn_4: 0.4684 (0.4864)  loss_giou_dn_5: 0.4697 (0.4865)  loss_vfl: 0.7056 (0.7148)  loss_vfl_aux_0: 0.8279 (0.8397)  loss_vfl_aux_1: 0.7658 (0.7834)  loss_vfl_aux_2: 0.7284 (0.7443)  loss_vfl_aux_3: 0.6883 (0.7259)  loss_vfl_aux_4: 0.7064 (0.7176)  loss_vfl_aux_5: 0.7907 (0.8126)  loss_vfl_dn_0: 0.4613 (0.4684)  loss_vfl_dn_1: 0.4003 (0.4072)  loss_vfl_dn_2: 0.3847 (0.3906)  loss_vfl_dn_3: 0.3763 (0.3830)  loss_vfl_dn_4: 0.3748 (0.3802)  loss_vfl_dn_5: 0.3733 (0.3794)  time: 0.4737  data: 0.0142  max mem: 5654
Epoch: [20]  [6000/7393]  eta: 0:11:08  lr: 0.000010  loss: 17.3766 (17.1370)  loss_bbox: 0.1629 (0.1679)  loss_bbox_aux_0: 0.1854 (0.1814)  loss_bbox_aux_1: 0.1714 (0.1727)  loss_bbox_aux_2: 0.1662 (0.1702)  loss_bbox_aux_3: 0.1643 (0.1682)  loss_bbox_aux_4: 0.1635 (0.1678)  loss_bbox_aux_5: 0.2116 (0.2230)  loss_bbox_dn_0: 0.2641 (0.3024)  loss_bbox_dn_1: 0.2047 (0.2327)  loss_bbox_dn_2: 0.1868 (0.2109)  loss_bbox_dn_3: 0.1830 (0.2036)  loss_bbox_dn_4: 0.1802 (0.2020)  loss_bbox_dn_5: 0.1802 (0.2020)  loss_giou: 0.4882 (0.5052)  loss_giou_aux_0: 0.5115 (0.5306)  loss_giou_aux_1: 0.4997 (0.5147)  loss_giou_aux_2: 0.5059 (0.5096)  loss_giou_aux_3: 0.5084 (0.5065)  loss_giou_aux_4: 0.4874 (0.5055)  loss_giou_aux_5: 0.5889 (0.6021)  loss_giou_dn_0: 0.6397 (0.6287)  loss_giou_dn_1: 0.5432 (0.5246)  loss_giou_dn_2: 0.5238 (0.4967)  loss_giou_dn_3: 0.5176 (0.4881)  loss_giou_dn_4: 0.5146 (0.4862)  loss_giou_dn_5: 0.5147 (0.4863)  loss_vfl: 0.6955 (0.7148)  loss_vfl_aux_0: 0.8244 (0.8398)  loss_vfl_aux_1: 0.7733 (0.7835)  loss_vfl_aux_2: 0.7249 (0.7443)  loss_vfl_aux_3: 0.7065 (0.7259)  loss_vfl_aux_4: 0.6993 (0.7176)  loss_vfl_aux_5: 0.7977 (0.8127)  loss_vfl_dn_0: 0.4660 (0.4684)  loss_vfl_dn_1: 0.4089 (0.4072)  loss_vfl_dn_2: 0.3892 (0.3906)  loss_vfl_dn_3: 0.3830 (0.3830)  loss_vfl_dn_4: 0.3799 (0.3802)  loss_vfl_dn_5: 0.3803 (0.3794)  time: 0.4712  data: 0.0141  max mem: 5654
Epoch: [20]  [6100/7393]  eta: 0:10:21  lr: 0.000010  loss: 17.0053 (17.1376)  loss_bbox: 0.1500 (0.1680)  loss_bbox_aux_0: 0.1543 (0.1815)  loss_bbox_aux_1: 0.1435 (0.1728)  loss_bbox_aux_2: 0.1541 (0.1703)  loss_bbox_aux_3: 0.1492 (0.1683)  loss_bbox_aux_4: 0.1481 (0.1679)  loss_bbox_aux_5: 0.1965 (0.2230)  loss_bbox_dn_0: 0.2751 (0.3026)  loss_bbox_dn_1: 0.1998 (0.2329)  loss_bbox_dn_2: 0.1781 (0.2111)  loss_bbox_dn_3: 0.1706 (0.2037)  loss_bbox_dn_4: 0.1703 (0.2022)  loss_bbox_dn_5: 0.1703 (0.2021)  loss_giou: 0.4647 (0.5050)  loss_giou_aux_0: 0.4977 (0.5304)  loss_giou_aux_1: 0.4789 (0.5145)  loss_giou_aux_2: 0.4749 (0.5095)  loss_giou_aux_3: 0.4696 (0.5063)  loss_giou_aux_4: 0.4636 (0.5053)  loss_giou_aux_5: 0.5724 (0.6019)  loss_giou_dn_0: 0.6184 (0.6286)  loss_giou_dn_1: 0.5192 (0.5245)  loss_giou_dn_2: 0.4856 (0.4966)  loss_giou_dn_3: 0.4735 (0.4880)  loss_giou_dn_4: 0.4703 (0.4860)  loss_giou_dn_5: 0.4706 (0.4862)  loss_vfl: 0.7155 (0.7149)  loss_vfl_aux_0: 0.8741 (0.8401)  loss_vfl_aux_1: 0.8060 (0.7838)  loss_vfl_aux_2: 0.7270 (0.7444)  loss_vfl_aux_3: 0.7315 (0.7260)  loss_vfl_aux_4: 0.7242 (0.7177)  loss_vfl_aux_5: 0.8639 (0.8130)  loss_vfl_dn_0: 0.4685 (0.4684)  loss_vfl_dn_1: 0.4090 (0.4072)  loss_vfl_dn_2: 0.3916 (0.3906)  loss_vfl_dn_3: 0.3841 (0.3830)  loss_vfl_dn_4: 0.3804 (0.3802)  loss_vfl_dn_5: 0.3798 (0.3794)  time: 0.4761  data: 0.0137  max mem: 5654
Epoch: [20]  [6200/7393]  eta: 0:09:33  lr: 0.000010  loss: 17.7481 (17.1366)  loss_bbox: 0.1679 (0.1680)  loss_bbox_aux_0: 0.1668 (0.1814)  loss_bbox_aux_1: 0.1553 (0.1728)  loss_bbox_aux_2: 0.1729 (0.1702)  loss_bbox_aux_3: 0.1662 (0.1682)  loss_bbox_aux_4: 0.1642 (0.1679)  loss_bbox_aux_5: 0.2077 (0.2229)  loss_bbox_dn_0: 0.2581 (0.3026)  loss_bbox_dn_1: 0.1971 (0.2329)  loss_bbox_dn_2: 0.1720 (0.2110)  loss_bbox_dn_3: 0.1702 (0.2037)  loss_bbox_dn_4: 0.1699 (0.2021)  loss_bbox_dn_5: 0.1699 (0.2021)  loss_giou: 0.5097 (0.5050)  loss_giou_aux_0: 0.5267 (0.5303)  loss_giou_aux_1: 0.5058 (0.5144)  loss_giou_aux_2: 0.5101 (0.5094)  loss_giou_aux_3: 0.5113 (0.5062)  loss_giou_aux_4: 0.5094 (0.5053)  loss_giou_aux_5: 0.6124 (0.6018)  loss_giou_dn_0: 0.6303 (0.6285)  loss_giou_dn_1: 0.5308 (0.5244)  loss_giou_dn_2: 0.5011 (0.4965)  loss_giou_dn_3: 0.4916 (0.4879)  loss_giou_dn_4: 0.4900 (0.4860)  loss_giou_dn_5: 0.4904 (0.4861)  loss_vfl: 0.7109 (0.7149)  loss_vfl_aux_0: 0.8398 (0.8402)  loss_vfl_aux_1: 0.7788 (0.7840)  loss_vfl_aux_2: 0.7403 (0.7443)  loss_vfl_aux_3: 0.7079 (0.7260)  loss_vfl_aux_4: 0.7216 (0.7177)  loss_vfl_aux_5: 0.7894 (0.8131)  loss_vfl_dn_0: 0.4673 (0.4684)  loss_vfl_dn_1: 0.4049 (0.4072)  loss_vfl_dn_2: 0.3889 (0.3906)  loss_vfl_dn_3: 0.3800 (0.3830)  loss_vfl_dn_4: 0.3784 (0.3801)  loss_vfl_dn_5: 0.3764 (0.3794)  time: 0.4761  data: 0.0138  max mem: 5654
Epoch: [20]  [6300/7393]  eta: 0:08:45  lr: 0.000010  loss: 17.5217 (17.1368)  loss_bbox: 0.1803 (0.1681)  loss_bbox_aux_0: 0.1973 (0.1815)  loss_bbox_aux_1: 0.1764 (0.1729)  loss_bbox_aux_2: 0.1821 (0.1704)  loss_bbox_aux_3: 0.1772 (0.1683)  loss_bbox_aux_4: 0.1805 (0.1680)  loss_bbox_aux_5: 0.2364 (0.2231)  loss_bbox_dn_0: 0.3083 (0.3029)  loss_bbox_dn_1: 0.2343 (0.2332)  loss_bbox_dn_2: 0.2156 (0.2113)  loss_bbox_dn_3: 0.2096 (0.2039)  loss_bbox_dn_4: 0.2079 (0.2024)  loss_bbox_dn_5: 0.2080 (0.2024)  loss_giou: 0.4731 (0.5047)  loss_giou_aux_0: 0.4764 (0.5301)  loss_giou_aux_1: 0.4564 (0.5142)  loss_giou_aux_2: 0.4743 (0.5092)  loss_giou_aux_3: 0.4732 (0.5059)  loss_giou_aux_4: 0.4736 (0.5049)  loss_giou_aux_5: 0.5740 (0.6016)  loss_giou_dn_0: 0.5883 (0.6284)  loss_giou_dn_1: 0.4908 (0.5243)  loss_giou_dn_2: 0.4630 (0.4963)  loss_giou_dn_3: 0.4553 (0.4878)  loss_giou_dn_4: 0.4528 (0.4858)  loss_giou_dn_5: 0.4526 (0.4860)  loss_vfl: 0.6895 (0.7149)  loss_vfl_aux_0: 0.8089 (0.8404)  loss_vfl_aux_1: 0.7696 (0.7842)  loss_vfl_aux_2: 0.7196 (0.7444)  loss_vfl_aux_3: 0.6991 (0.7260)  loss_vfl_aux_4: 0.7034 (0.7178)  loss_vfl_aux_5: 0.7841 (0.8131)  loss_vfl_dn_0: 0.4684 (0.4684)  loss_vfl_dn_1: 0.4026 (0.4072)  loss_vfl_dn_2: 0.3863 (0.3906)  loss_vfl_dn_3: 0.3799 (0.3830)  loss_vfl_dn_4: 0.3767 (0.3801)  loss_vfl_dn_5: 0.3769 (0.3793)  time: 0.4682  data: 0.0138  max mem: 5654
Epoch: [20]  [6400/7393]  eta: 0:07:57  lr: 0.000010  loss: 16.5500 (17.1316)  loss_bbox: 0.1649 (0.1680)  loss_bbox_aux_0: 0.1755 (0.1814)  loss_bbox_aux_1: 0.1579 (0.1728)  loss_bbox_aux_2: 0.1628 (0.1702)  loss_bbox_aux_3: 0.1569 (0.1683)  loss_bbox_aux_4: 0.1651 (0.1679)  loss_bbox_aux_5: 0.2123 (0.2230)  loss_bbox_dn_0: 0.2917 (0.3027)  loss_bbox_dn_1: 0.2142 (0.2330)  loss_bbox_dn_2: 0.1877 (0.2111)  loss_bbox_dn_3: 0.1778 (0.2038)  loss_bbox_dn_4: 0.1729 (0.2022)  loss_bbox_dn_5: 0.1730 (0.2022)  loss_giou: 0.4722 (0.5046)  loss_giou_aux_0: 0.4979 (0.5300)  loss_giou_aux_1: 0.4802 (0.5141)  loss_giou_aux_2: 0.4749 (0.5091)  loss_giou_aux_3: 0.4774 (0.5059)  loss_giou_aux_4: 0.4759 (0.5049)  loss_giou_aux_5: 0.5548 (0.6015)  loss_giou_dn_0: 0.6039 (0.6282)  loss_giou_dn_1: 0.4887 (0.5241)  loss_giou_dn_2: 0.4687 (0.4962)  loss_giou_dn_3: 0.4603 (0.4877)  loss_giou_dn_4: 0.4580 (0.4857)  loss_giou_dn_5: 0.4580 (0.4858)  loss_vfl: 0.6958 (0.7146)  loss_vfl_aux_0: 0.8286 (0.8401)  loss_vfl_aux_1: 0.7807 (0.7840)  loss_vfl_aux_2: 0.7246 (0.7441)  loss_vfl_aux_3: 0.7004 (0.7257)  loss_vfl_aux_4: 0.6986 (0.7175)  loss_vfl_aux_5: 0.7939 (0.8129)  loss_vfl_dn_0: 0.4581 (0.4683)  loss_vfl_dn_1: 0.4009 (0.4071)  loss_vfl_dn_2: 0.3799 (0.3905)  loss_vfl_dn_3: 0.3734 (0.3829)  loss_vfl_dn_4: 0.3693 (0.3801)  loss_vfl_dn_5: 0.3686 (0.3793)  time: 0.4646  data: 0.0141  max mem: 5654
Epoch: [20]  [6500/7393]  eta: 0:07:09  lr: 0.000010  loss: 17.2629 (17.1340)  loss_bbox: 0.1628 (0.1680)  loss_bbox_aux_0: 0.1666 (0.1814)  loss_bbox_aux_1: 0.1543 (0.1728)  loss_bbox_aux_2: 0.1624 (0.1703)  loss_bbox_aux_3: 0.1600 (0.1683)  loss_bbox_aux_4: 0.1609 (0.1679)  loss_bbox_aux_5: 0.2186 (0.2229)  loss_bbox_dn_0: 0.2905 (0.3027)  loss_bbox_dn_1: 0.2116 (0.2330)  loss_bbox_dn_2: 0.1914 (0.2111)  loss_bbox_dn_3: 0.1834 (0.2038)  loss_bbox_dn_4: 0.1830 (0.2022)  loss_bbox_dn_5: 0.1829 (0.2022)  loss_giou: 0.4878 (0.5047)  loss_giou_aux_0: 0.5131 (0.5300)  loss_giou_aux_1: 0.4876 (0.5141)  loss_giou_aux_2: 0.4875 (0.5091)  loss_giou_aux_3: 0.4893 (0.5060)  loss_giou_aux_4: 0.4881 (0.5050)  loss_giou_aux_5: 0.5825 (0.6015)  loss_giou_dn_0: 0.6252 (0.6283)  loss_giou_dn_1: 0.5129 (0.5242)  loss_giou_dn_2: 0.4862 (0.4963)  loss_giou_dn_3: 0.4802 (0.4877)  loss_giou_dn_4: 0.4770 (0.4857)  loss_giou_dn_5: 0.4766 (0.4859)  loss_vfl: 0.7021 (0.7148)  loss_vfl_aux_0: 0.8375 (0.8404)  loss_vfl_aux_1: 0.7828 (0.7842)  loss_vfl_aux_2: 0.7383 (0.7443)  loss_vfl_aux_3: 0.7176 (0.7259)  loss_vfl_aux_4: 0.7135 (0.7177)  loss_vfl_aux_5: 0.8018 (0.8130)  loss_vfl_dn_0: 0.4716 (0.4684)  loss_vfl_dn_1: 0.4099 (0.4072)  loss_vfl_dn_2: 0.3903 (0.3906)  loss_vfl_dn_3: 0.3831 (0.3830)  loss_vfl_dn_4: 0.3793 (0.3802)  loss_vfl_dn_5: 0.3800 (0.3794)  time: 0.4655  data: 0.0145  max mem: 5654
Epoch: [20]  [6600/7393]  eta: 0:06:20  lr: 0.000010  loss: 17.1968 (17.1335)  loss_bbox: 0.1512 (0.1680)  loss_bbox_aux_0: 0.1643 (0.1814)  loss_bbox_aux_1: 0.1560 (0.1728)  loss_bbox_aux_2: 0.1585 (0.1703)  loss_bbox_aux_3: 0.1526 (0.1683)  loss_bbox_aux_4: 0.1531 (0.1679)  loss_bbox_aux_5: 0.1948 (0.2229)  loss_bbox_dn_0: 0.2613 (0.3026)  loss_bbox_dn_1: 0.1984 (0.2329)  loss_bbox_dn_2: 0.1761 (0.2110)  loss_bbox_dn_3: 0.1697 (0.2037)  loss_bbox_dn_4: 0.1704 (0.2021)  loss_bbox_dn_5: 0.1703 (0.2021)  loss_giou: 0.5216 (0.5048)  loss_giou_aux_0: 0.5478 (0.5301)  loss_giou_aux_1: 0.5454 (0.5143)  loss_giou_aux_2: 0.5233 (0.5092)  loss_giou_aux_3: 0.5217 (0.5060)  loss_giou_aux_4: 0.5224 (0.5050)  loss_giou_aux_5: 0.6284 (0.6016)  loss_giou_dn_0: 0.6492 (0.6283)  loss_giou_dn_1: 0.5168 (0.5241)  loss_giou_dn_2: 0.4862 (0.4962)  loss_giou_dn_3: 0.4788 (0.4876)  loss_giou_dn_4: 0.4767 (0.4857)  loss_giou_dn_5: 0.4769 (0.4858)  loss_vfl: 0.6865 (0.7148)  loss_vfl_aux_0: 0.7935 (0.8404)  loss_vfl_aux_1: 0.7193 (0.7842)  loss_vfl_aux_2: 0.6981 (0.7443)  loss_vfl_aux_3: 0.6871 (0.7259)  loss_vfl_aux_4: 0.6934 (0.7176)  loss_vfl_aux_5: 0.7649 (0.8130)  loss_vfl_dn_0: 0.4607 (0.4684)  loss_vfl_dn_1: 0.3991 (0.4072)  loss_vfl_dn_2: 0.3806 (0.3906)  loss_vfl_dn_3: 0.3768 (0.3830)  loss_vfl_dn_4: 0.3743 (0.3801)  loss_vfl_dn_5: 0.3748 (0.3793)  time: 0.4709  data: 0.0140  max mem: 5654
Epoch: [20]  [6700/7393]  eta: 0:05:32  lr: 0.000010  loss: 16.8415 (17.1375)  loss_bbox: 0.1579 (0.1681)  loss_bbox_aux_0: 0.1688 (0.1814)  loss_bbox_aux_1: 0.1657 (0.1728)  loss_bbox_aux_2: 0.1595 (0.1703)  loss_bbox_aux_3: 0.1597 (0.1683)  loss_bbox_aux_4: 0.1579 (0.1680)  loss_bbox_aux_5: 0.2067 (0.2229)  loss_bbox_dn_0: 0.3144 (0.3026)  loss_bbox_dn_1: 0.2341 (0.2330)  loss_bbox_dn_2: 0.1951 (0.2111)  loss_bbox_dn_3: 0.1812 (0.2038)  loss_bbox_dn_4: 0.1800 (0.2022)  loss_bbox_dn_5: 0.1813 (0.2022)  loss_giou: 0.4736 (0.5048)  loss_giou_aux_0: 0.5185 (0.5302)  loss_giou_aux_1: 0.5034 (0.5143)  loss_giou_aux_2: 0.4885 (0.5093)  loss_giou_aux_3: 0.4823 (0.5061)  loss_giou_aux_4: 0.4737 (0.5051)  loss_giou_aux_5: 0.5977 (0.6017)  loss_giou_dn_0: 0.6061 (0.6284)  loss_giou_dn_1: 0.5025 (0.5243)  loss_giou_dn_2: 0.4711 (0.4963)  loss_giou_dn_3: 0.4623 (0.4878)  loss_giou_dn_4: 0.4604 (0.4858)  loss_giou_dn_5: 0.4604 (0.4860)  loss_vfl: 0.7098 (0.7150)  loss_vfl_aux_0: 0.8438 (0.8406)  loss_vfl_aux_1: 0.7777 (0.7845)  loss_vfl_aux_2: 0.7565 (0.7446)  loss_vfl_aux_3: 0.7175 (0.7261)  loss_vfl_aux_4: 0.7078 (0.7179)  loss_vfl_aux_5: 0.7981 (0.8132)  loss_vfl_dn_0: 0.4654 (0.4684)  loss_vfl_dn_1: 0.4055 (0.4072)  loss_vfl_dn_2: 0.3946 (0.3906)  loss_vfl_dn_3: 0.3860 (0.3830)  loss_vfl_dn_4: 0.3788 (0.3802)  loss_vfl_dn_5: 0.3782 (0.3794)  time: 0.4595  data: 0.0140  max mem: 5654
Epoch: [20]  [6800/7393]  eta: 0:04:44  lr: 0.000010  loss: 16.8318 (17.1378)  loss_bbox: 0.1696 (0.1680)  loss_bbox_aux_0: 0.1808 (0.1814)  loss_bbox_aux_1: 0.1764 (0.1728)  loss_bbox_aux_2: 0.1661 (0.1703)  loss_bbox_aux_3: 0.1694 (0.1683)  loss_bbox_aux_4: 0.1696 (0.1679)  loss_bbox_aux_5: 0.2092 (0.2229)  loss_bbox_dn_0: 0.2582 (0.3025)  loss_bbox_dn_1: 0.2051 (0.2329)  loss_bbox_dn_2: 0.1814 (0.2110)  loss_bbox_dn_3: 0.1748 (0.2037)  loss_bbox_dn_4: 0.1750 (0.2021)  loss_bbox_dn_5: 0.1749 (0.2021)  loss_giou: 0.5142 (0.5049)  loss_giou_aux_0: 0.5506 (0.5303)  loss_giou_aux_1: 0.5238 (0.5144)  loss_giou_aux_2: 0.5141 (0.5094)  loss_giou_aux_3: 0.5192 (0.5062)  loss_giou_aux_4: 0.5178 (0.5052)  loss_giou_aux_5: 0.6160 (0.6017)  loss_giou_dn_0: 0.6330 (0.6284)  loss_giou_dn_1: 0.5299 (0.5243)  loss_giou_dn_2: 0.5013 (0.4964)  loss_giou_dn_3: 0.4931 (0.4878)  loss_giou_dn_4: 0.4899 (0.4858)  loss_giou_dn_5: 0.4899 (0.4860)  loss_vfl: 0.6928 (0.7150)  loss_vfl_aux_0: 0.8501 (0.8406)  loss_vfl_aux_1: 0.7681 (0.7845)  loss_vfl_aux_2: 0.7229 (0.7447)  loss_vfl_aux_3: 0.7155 (0.7262)  loss_vfl_aux_4: 0.6854 (0.7179)  loss_vfl_aux_5: 0.8040 (0.8132)  loss_vfl_dn_0: 0.4612 (0.4684)  loss_vfl_dn_1: 0.4019 (0.4072)  loss_vfl_dn_2: 0.3890 (0.3906)  loss_vfl_dn_3: 0.3797 (0.3830)  loss_vfl_dn_4: 0.3796 (0.3802)  loss_vfl_dn_5: 0.3786 (0.3794)  time: 0.4697  data: 0.0143  max mem: 5654
Epoch: [20]  [6900/7393]  eta: 0:03:56  lr: 0.000010  loss: 16.8375 (17.1371)  loss_bbox: 0.1550 (0.1680)  loss_bbox_aux_0: 0.1627 (0.1814)  loss_bbox_aux_1: 0.1515 (0.1728)  loss_bbox_aux_2: 0.1574 (0.1703)  loss_bbox_aux_3: 0.1669 (0.1683)  loss_bbox_aux_4: 0.1622 (0.1679)  loss_bbox_aux_5: 0.2165 (0.2229)  loss_bbox_dn_0: 0.2995 (0.3026)  loss_bbox_dn_1: 0.2176 (0.2329)  loss_bbox_dn_2: 0.2006 (0.2110)  loss_bbox_dn_3: 0.1963 (0.2037)  loss_bbox_dn_4: 0.1950 (0.2022)  loss_bbox_dn_5: 0.1949 (0.2022)  loss_giou: 0.4712 (0.5049)  loss_giou_aux_0: 0.5126 (0.5304)  loss_giou_aux_1: 0.4824 (0.5144)  loss_giou_aux_2: 0.4837 (0.5094)  loss_giou_aux_3: 0.4901 (0.5062)  loss_giou_aux_4: 0.4841 (0.5052)  loss_giou_aux_5: 0.5799 (0.6017)  loss_giou_dn_0: 0.6150 (0.6284)  loss_giou_dn_1: 0.5145 (0.5243)  loss_giou_dn_2: 0.4909 (0.4963)  loss_giou_dn_3: 0.4812 (0.4878)  loss_giou_dn_4: 0.4798 (0.4858)  loss_giou_dn_5: 0.4804 (0.4860)  loss_vfl: 0.6907 (0.7150)  loss_vfl_aux_0: 0.8319 (0.8405)  loss_vfl_aux_1: 0.7525 (0.7844)  loss_vfl_aux_2: 0.7140 (0.7446)  loss_vfl_aux_3: 0.6860 (0.7261)  loss_vfl_aux_4: 0.6734 (0.7178)  loss_vfl_aux_5: 0.7855 (0.8131)  loss_vfl_dn_0: 0.4687 (0.4684)  loss_vfl_dn_1: 0.4052 (0.4072)  loss_vfl_dn_2: 0.3856 (0.3906)  loss_vfl_dn_3: 0.3783 (0.3830)  loss_vfl_dn_4: 0.3778 (0.3801)  loss_vfl_dn_5: 0.3749 (0.3794)  time: 0.4751  data: 0.0141  max mem: 5654
Epoch: [20]  [7000/7393]  eta: 0:03:08  lr: 0.000010  loss: 17.2422 (17.1402)  loss_bbox: 0.1746 (0.1681)  loss_bbox_aux_0: 0.1874 (0.1815)  loss_bbox_aux_1: 0.1762 (0.1729)  loss_bbox_aux_2: 0.1772 (0.1703)  loss_bbox_aux_3: 0.1739 (0.1684)  loss_bbox_aux_4: 0.1751 (0.1680)  loss_bbox_aux_5: 0.2232 (0.2229)  loss_bbox_dn_0: 0.3015 (0.3027)  loss_bbox_dn_1: 0.2276 (0.2330)  loss_bbox_dn_2: 0.2128 (0.2111)  loss_bbox_dn_3: 0.2073 (0.2038)  loss_bbox_dn_4: 0.2060 (0.2022)  loss_bbox_dn_5: 0.2060 (0.2022)  loss_giou: 0.4954 (0.5051)  loss_giou_aux_0: 0.5176 (0.5305)  loss_giou_aux_1: 0.5102 (0.5146)  loss_giou_aux_2: 0.5031 (0.5095)  loss_giou_aux_3: 0.4950 (0.5064)  loss_giou_aux_4: 0.4974 (0.5054)  loss_giou_aux_5: 0.5927 (0.6019)  loss_giou_dn_0: 0.6405 (0.6286)  loss_giou_dn_1: 0.5355 (0.5244)  loss_giou_dn_2: 0.5015 (0.4965)  loss_giou_dn_3: 0.4927 (0.4879)  loss_giou_dn_4: 0.4897 (0.4859)  loss_giou_dn_5: 0.4898 (0.4861)  loss_vfl: 0.7616 (0.7150)  loss_vfl_aux_0: 0.9121 (0.8404)  loss_vfl_aux_1: 0.8106 (0.7844)  loss_vfl_aux_2: 0.7795 (0.7447)  loss_vfl_aux_3: 0.7539 (0.7260)  loss_vfl_aux_4: 0.7632 (0.7179)  loss_vfl_aux_5: 0.8500 (0.8132)  loss_vfl_dn_0: 0.4731 (0.4684)  loss_vfl_dn_1: 0.4064 (0.4072)  loss_vfl_dn_2: 0.3928 (0.3906)  loss_vfl_dn_3: 0.3837 (0.3829)  loss_vfl_dn_4: 0.3794 (0.3801)  loss_vfl_dn_5: 0.3783 (0.3793)  time: 0.4594  data: 0.0141  max mem: 5654
Epoch: [20]  [7100/7393]  eta: 0:02:20  lr: 0.000010  loss: 17.3723 (17.1385)  loss_bbox: 0.1777 (0.1680)  loss_bbox_aux_0: 0.1845 (0.1814)  loss_bbox_aux_1: 0.1751 (0.1728)  loss_bbox_aux_2: 0.1724 (0.1703)  loss_bbox_aux_3: 0.1807 (0.1683)  loss_bbox_aux_4: 0.1777 (0.1679)  loss_bbox_aux_5: 0.2194 (0.2228)  loss_bbox_dn_0: 0.2813 (0.3027)  loss_bbox_dn_1: 0.2175 (0.2329)  loss_bbox_dn_2: 0.1918 (0.2110)  loss_bbox_dn_3: 0.1815 (0.2037)  loss_bbox_dn_4: 0.1801 (0.2022)  loss_bbox_dn_5: 0.1800 (0.2021)  loss_giou: 0.4836 (0.5050)  loss_giou_aux_0: 0.5144 (0.5304)  loss_giou_aux_1: 0.5126 (0.5146)  loss_giou_aux_2: 0.4992 (0.5095)  loss_giou_aux_3: 0.4893 (0.5063)  loss_giou_aux_4: 0.4849 (0.5054)  loss_giou_aux_5: 0.5767 (0.6018)  loss_giou_dn_0: 0.6346 (0.6285)  loss_giou_dn_1: 0.5243 (0.5244)  loss_giou_dn_2: 0.4936 (0.4964)  loss_giou_dn_3: 0.4866 (0.4879)  loss_giou_dn_4: 0.4853 (0.4859)  loss_giou_dn_5: 0.4854 (0.4861)  loss_vfl: 0.7080 (0.7150)  loss_vfl_aux_0: 0.8115 (0.8404)  loss_vfl_aux_1: 0.7549 (0.7843)  loss_vfl_aux_2: 0.7185 (0.7447)  loss_vfl_aux_3: 0.7221 (0.7261)  loss_vfl_aux_4: 0.7102 (0.7179)  loss_vfl_aux_5: 0.8109 (0.8132)  loss_vfl_dn_0: 0.4660 (0.4683)  loss_vfl_dn_1: 0.4050 (0.4072)  loss_vfl_dn_2: 0.3928 (0.3906)  loss_vfl_dn_3: 0.3852 (0.3829)  loss_vfl_dn_4: 0.3830 (0.3801)  loss_vfl_dn_5: 0.3839 (0.3793)  time: 0.4590  data: 0.0142  max mem: 5654
Epoch: [20]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 17.0763 (17.1402)  loss_bbox: 0.1515 (0.1680)  loss_bbox_aux_0: 0.1682 (0.1814)  loss_bbox_aux_1: 0.1641 (0.1728)  loss_bbox_aux_2: 0.1576 (0.1702)  loss_bbox_aux_3: 0.1628 (0.1683)  loss_bbox_aux_4: 0.1539 (0.1679)  loss_bbox_aux_5: 0.2043 (0.2227)  loss_bbox_dn_0: 0.2897 (0.3027)  loss_bbox_dn_1: 0.2257 (0.2330)  loss_bbox_dn_2: 0.2014 (0.2111)  loss_bbox_dn_3: 0.1902 (0.2037)  loss_bbox_dn_4: 0.1886 (0.2022)  loss_bbox_dn_5: 0.1888 (0.2022)  loss_giou: 0.4911 (0.5052)  loss_giou_aux_0: 0.5172 (0.5306)  loss_giou_aux_1: 0.5030 (0.5147)  loss_giou_aux_2: 0.4954 (0.5096)  loss_giou_aux_3: 0.4859 (0.5065)  loss_giou_aux_4: 0.4889 (0.5055)  loss_giou_aux_5: 0.5798 (0.6019)  loss_giou_dn_0: 0.6408 (0.6286)  loss_giou_dn_1: 0.5226 (0.5245)  loss_giou_dn_2: 0.4936 (0.4965)  loss_giou_dn_3: 0.4862 (0.4880)  loss_giou_dn_4: 0.4816 (0.4860)  loss_giou_dn_5: 0.4815 (0.4862)  loss_vfl: 0.6820 (0.7151)  loss_vfl_aux_0: 0.8586 (0.8405)  loss_vfl_aux_1: 0.7852 (0.7843)  loss_vfl_aux_2: 0.7319 (0.7447)  loss_vfl_aux_3: 0.6974 (0.7261)  loss_vfl_aux_4: 0.6832 (0.7179)  loss_vfl_aux_5: 0.8271 (0.8134)  loss_vfl_dn_0: 0.4654 (0.4683)  loss_vfl_dn_1: 0.3971 (0.4071)  loss_vfl_dn_2: 0.3859 (0.3906)  loss_vfl_dn_3: 0.3778 (0.3829)  loss_vfl_dn_4: 0.3709 (0.3801)  loss_vfl_dn_5: 0.3723 (0.3793)  time: 0.4768  data: 0.0138  max mem: 5654
Epoch: [20]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 17.2334 (17.1390)  loss_bbox: 0.1650 (0.1679)  loss_bbox_aux_0: 0.1846 (0.1814)  loss_bbox_aux_1: 0.1667 (0.1728)  loss_bbox_aux_2: 0.1611 (0.1702)  loss_bbox_aux_3: 0.1650 (0.1683)  loss_bbox_aux_4: 0.1649 (0.1679)  loss_bbox_aux_5: 0.2163 (0.2227)  loss_bbox_dn_0: 0.2838 (0.3027)  loss_bbox_dn_1: 0.2157 (0.2329)  loss_bbox_dn_2: 0.1991 (0.2110)  loss_bbox_dn_3: 0.1959 (0.2037)  loss_bbox_dn_4: 0.1934 (0.2022)  loss_bbox_dn_5: 0.1935 (0.2021)  loss_giou: 0.4819 (0.5052)  loss_giou_aux_0: 0.5109 (0.5306)  loss_giou_aux_1: 0.4980 (0.5148)  loss_giou_aux_2: 0.4907 (0.5096)  loss_giou_aux_3: 0.4815 (0.5065)  loss_giou_aux_4: 0.4811 (0.5055)  loss_giou_aux_5: 0.5725 (0.6019)  loss_giou_dn_0: 0.6107 (0.6286)  loss_giou_dn_1: 0.5035 (0.5244)  loss_giou_dn_2: 0.4834 (0.4965)  loss_giou_dn_3: 0.4715 (0.4879)  loss_giou_dn_4: 0.4697 (0.4859)  loss_giou_dn_5: 0.4699 (0.4861)  loss_vfl: 0.7015 (0.7150)  loss_vfl_aux_0: 0.8492 (0.8405)  loss_vfl_aux_1: 0.8004 (0.7843)  loss_vfl_aux_2: 0.7534 (0.7447)  loss_vfl_aux_3: 0.7027 (0.7260)  loss_vfl_aux_4: 0.7094 (0.7178)  loss_vfl_aux_5: 0.8095 (0.8134)  loss_vfl_dn_0: 0.4735 (0.4683)  loss_vfl_dn_1: 0.4040 (0.4071)  loss_vfl_dn_2: 0.3918 (0.3905)  loss_vfl_dn_3: 0.3814 (0.3829)  loss_vfl_dn_4: 0.3782 (0.3801)  loss_vfl_dn_5: 0.3751 (0.3793)  time: 0.4779  data: 0.0145  max mem: 5654
Epoch: [20]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 17.1098 (17.1370)  loss_bbox: 0.1503 (0.1679)  loss_bbox_aux_0: 0.1657 (0.1813)  loss_bbox_aux_1: 0.1533 (0.1727)  loss_bbox_aux_2: 0.1486 (0.1701)  loss_bbox_aux_3: 0.1521 (0.1682)  loss_bbox_aux_4: 0.1455 (0.1678)  loss_bbox_aux_5: 0.2019 (0.2227)  loss_bbox_dn_0: 0.2925 (0.3026)  loss_bbox_dn_1: 0.2184 (0.2329)  loss_bbox_dn_2: 0.1957 (0.2110)  loss_bbox_dn_3: 0.1924 (0.2037)  loss_bbox_dn_4: 0.1910 (0.2021)  loss_bbox_dn_5: 0.1912 (0.2021)  loss_giou: 0.4862 (0.5050)  loss_giou_aux_0: 0.5081 (0.5304)  loss_giou_aux_1: 0.5041 (0.5146)  loss_giou_aux_2: 0.4969 (0.5094)  loss_giou_aux_3: 0.4945 (0.5063)  loss_giou_aux_4: 0.4859 (0.5054)  loss_giou_aux_5: 0.5767 (0.6017)  loss_giou_dn_0: 0.6224 (0.6285)  loss_giou_dn_1: 0.5104 (0.5243)  loss_giou_dn_2: 0.4754 (0.4963)  loss_giou_dn_3: 0.4690 (0.4878)  loss_giou_dn_4: 0.4681 (0.4858)  loss_giou_dn_5: 0.4681 (0.4860)  loss_vfl: 0.7264 (0.7151)  loss_vfl_aux_0: 0.8300 (0.8406)  loss_vfl_aux_1: 0.7837 (0.7845)  loss_vfl_aux_2: 0.7453 (0.7448)  loss_vfl_aux_3: 0.7331 (0.7261)  loss_vfl_aux_4: 0.7315 (0.7179)  loss_vfl_aux_5: 0.7957 (0.8135)  loss_vfl_dn_0: 0.4730 (0.4683)  loss_vfl_dn_1: 0.4070 (0.4071)  loss_vfl_dn_2: 0.3908 (0.3905)  loss_vfl_dn_3: 0.3840 (0.3828)  loss_vfl_dn_4: 0.3795 (0.3800)  loss_vfl_dn_5: 0.3799 (0.3792)  time: 0.4729  data: 0.0143  max mem: 5654
Epoch: [20] Total time: 0:59:10 (0.4803 s / it)
Averaged stats: lr: 0.000010  loss: 17.1098 (17.1370)  loss_bbox: 0.1503 (0.1679)  loss_bbox_aux_0: 0.1657 (0.1813)  loss_bbox_aux_1: 0.1533 (0.1727)  loss_bbox_aux_2: 0.1486 (0.1701)  loss_bbox_aux_3: 0.1521 (0.1682)  loss_bbox_aux_4: 0.1455 (0.1678)  loss_bbox_aux_5: 0.2019 (0.2227)  loss_bbox_dn_0: 0.2925 (0.3026)  loss_bbox_dn_1: 0.2184 (0.2329)  loss_bbox_dn_2: 0.1957 (0.2110)  loss_bbox_dn_3: 0.1924 (0.2037)  loss_bbox_dn_4: 0.1910 (0.2021)  loss_bbox_dn_5: 0.1912 (0.2021)  loss_giou: 0.4862 (0.5050)  loss_giou_aux_0: 0.5081 (0.5304)  loss_giou_aux_1: 0.5041 (0.5146)  loss_giou_aux_2: 0.4969 (0.5094)  loss_giou_aux_3: 0.4945 (0.5063)  loss_giou_aux_4: 0.4859 (0.5054)  loss_giou_aux_5: 0.5767 (0.6017)  loss_giou_dn_0: 0.6224 (0.6285)  loss_giou_dn_1: 0.5104 (0.5243)  loss_giou_dn_2: 0.4754 (0.4963)  loss_giou_dn_3: 0.4690 (0.4878)  loss_giou_dn_4: 0.4681 (0.4858)  loss_giou_dn_5: 0.4681 (0.4860)  loss_vfl: 0.7264 (0.7151)  loss_vfl_aux_0: 0.8300 (0.8406)  loss_vfl_aux_1: 0.7837 (0.7845)  loss_vfl_aux_2: 0.7453 (0.7448)  loss_vfl_aux_3: 0.7331 (0.7261)  loss_vfl_aux_4: 0.7315 (0.7179)  loss_vfl_aux_5: 0.7957 (0.8135)  loss_vfl_dn_0: 0.4730 (0.4683)  loss_vfl_dn_1: 0.4070 (0.4071)  loss_vfl_dn_2: 0.3908 (0.3905)  loss_vfl_dn_3: 0.3840 (0.3828)  loss_vfl_dn_4: 0.3795 (0.3800)  loss_vfl_dn_5: 0.3799 (0.3792)
Test:  [  0/157]  eta: 0:04:01    time: 1.5377  data: 1.1368  max mem: 5654
Test:  [ 10/157]  eta: 0:01:13    time: 0.4971  data: 0.1254  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3964  data: 0.0253  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3928  data: 0.0264  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3879  data: 0.0265  max mem: 5654
Test:  [ 50/157]  eta: 0:00:58    time: 0.7365  data: 0.0261  max mem: 5654
Test:  [ 60/157]  eta: 0:00:50    time: 0.7392  data: 0.0256  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.3887  data: 0.0256  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3900  data: 0.0257  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.3944  data: 0.0265  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3873  data: 0.0274  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3879  data: 0.0277  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3876  data: 0.0270  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3838  data: 0.0264  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3793  data: 0.0257  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3664  data: 0.0252  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3574  data: 0.0248  max mem: 5654
Test: Total time: 0:01:08 (0.4393 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=32.68s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.505
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.686
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.550
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.326
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.551
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.686
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.381
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.635
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.706
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.526
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.755
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
best_stat:  {'epoch': 20, 'coco_eval_bbox': 0.5053398128129151}
Epoch: [21]  [   0/7393]  eta: 4:37:56  lr: 0.000010  loss: 17.5689 (17.5689)  loss_bbox: 0.1878 (0.1878)  loss_bbox_aux_0: 0.2031 (0.2031)  loss_bbox_aux_1: 0.2026 (0.2026)  loss_bbox_aux_2: 0.1892 (0.1892)  loss_bbox_aux_3: 0.1903 (0.1903)  loss_bbox_aux_4: 0.1935 (0.1935)  loss_bbox_aux_5: 0.2505 (0.2505)  loss_bbox_dn_0: 0.3907 (0.3907)  loss_bbox_dn_1: 0.3077 (0.3077)  loss_bbox_dn_2: 0.2704 (0.2704)  loss_bbox_dn_3: 0.2504 (0.2504)  loss_bbox_dn_4: 0.2465 (0.2465)  loss_bbox_dn_5: 0.2462 (0.2462)  loss_giou: 0.4329 (0.4329)  loss_giou_aux_0: 0.4703 (0.4703)  loss_giou_aux_1: 0.4400 (0.4400)  loss_giou_aux_2: 0.4201 (0.4201)  loss_giou_aux_3: 0.4237 (0.4237)  loss_giou_aux_4: 0.4306 (0.4306)  loss_giou_aux_5: 0.5513 (0.5513)  loss_giou_dn_0: 0.6234 (0.6234)  loss_giou_dn_1: 0.4967 (0.4967)  loss_giou_dn_2: 0.4549 (0.4549)  loss_giou_dn_3: 0.4382 (0.4382)  loss_giou_dn_4: 0.4349 (0.4349)  loss_giou_dn_5: 0.4354 (0.4354)  loss_vfl: 0.7899 (0.7899)  loss_vfl_aux_0: 0.9251 (0.9251)  loss_vfl_aux_1: 0.8694 (0.8694)  loss_vfl_aux_2: 0.8429 (0.8429)  loss_vfl_aux_3: 0.7858 (0.7858)  loss_vfl_aux_4: 0.7824 (0.7824)  loss_vfl_aux_5: 0.9088 (0.9088)  loss_vfl_dn_0: 0.4820 (0.4820)  loss_vfl_dn_1: 0.4243 (0.4243)  loss_vfl_dn_2: 0.4037 (0.4037)  loss_vfl_dn_3: 0.3955 (0.3955)  loss_vfl_dn_4: 0.3911 (0.3911)  loss_vfl_dn_5: 0.3871 (0.3871)  time: 2.2557  data: 1.7286  max mem: 5654
Epoch: [21]  [ 100/7393]  eta: 1:00:36  lr: 0.000010  loss: 16.6159 (16.8084)  loss_bbox: 0.1653 (0.1647)  loss_bbox_aux_0: 0.1758 (0.1744)  loss_bbox_aux_1: 0.1678 (0.1664)  loss_bbox_aux_2: 0.1637 (0.1657)  loss_bbox_aux_3: 0.1685 (0.1642)  loss_bbox_aux_4: 0.1643 (0.1645)  loss_bbox_aux_5: 0.2146 (0.2131)  loss_bbox_dn_0: 0.2910 (0.2924)  loss_bbox_dn_1: 0.2254 (0.2213)  loss_bbox_dn_2: 0.2069 (0.2007)  loss_bbox_dn_3: 0.1978 (0.1935)  loss_bbox_dn_4: 0.1949 (0.1919)  loss_bbox_dn_5: 0.1943 (0.1919)  loss_giou: 0.4633 (0.4927)  loss_giou_aux_0: 0.4882 (0.5157)  loss_giou_aux_1: 0.4648 (0.4994)  loss_giou_aux_2: 0.4678 (0.4969)  loss_giou_aux_3: 0.4624 (0.4939)  loss_giou_aux_4: 0.4696 (0.4932)  loss_giou_aux_5: 0.5774 (0.5872)  loss_giou_dn_0: 0.6085 (0.6158)  loss_giou_dn_1: 0.5077 (0.5116)  loss_giou_dn_2: 0.4764 (0.4840)  loss_giou_dn_3: 0.4674 (0.4755)  loss_giou_dn_4: 0.4631 (0.4735)  loss_giou_dn_5: 0.4634 (0.4736)  loss_vfl: 0.7250 (0.7071)  loss_vfl_aux_0: 0.8689 (0.8341)  loss_vfl_aux_1: 0.8245 (0.7785)  loss_vfl_aux_2: 0.7670 (0.7375)  loss_vfl_aux_3: 0.7519 (0.7183)  loss_vfl_aux_4: 0.7284 (0.7102)  loss_vfl_aux_5: 0.8110 (0.8109)  loss_vfl_dn_0: 0.4639 (0.4670)  loss_vfl_dn_1: 0.4044 (0.4046)  loss_vfl_dn_2: 0.3881 (0.3880)  loss_vfl_dn_3: 0.3815 (0.3802)  loss_vfl_dn_4: 0.3770 (0.3775)  loss_vfl_dn_5: 0.3786 (0.3767)  time: 0.4876  data: 0.0152  max mem: 5654
Epoch: [21]  [ 200/7393]  eta: 0:58:26  lr: 0.000010  loss: 16.9408 (16.9566)  loss_bbox: 0.1620 (0.1650)  loss_bbox_aux_0: 0.1751 (0.1772)  loss_bbox_aux_1: 0.1759 (0.1689)  loss_bbox_aux_2: 0.1640 (0.1668)  loss_bbox_aux_3: 0.1624 (0.1658)  loss_bbox_aux_4: 0.1601 (0.1651)  loss_bbox_aux_5: 0.2096 (0.2168)  loss_bbox_dn_0: 0.2829 (0.2973)  loss_bbox_dn_1: 0.2262 (0.2262)  loss_bbox_dn_2: 0.2141 (0.2051)  loss_bbox_dn_3: 0.2045 (0.1977)  loss_bbox_dn_4: 0.2027 (0.1962)  loss_bbox_dn_5: 0.2029 (0.1961)  loss_giou: 0.5198 (0.5047)  loss_giou_aux_0: 0.5468 (0.5283)  loss_giou_aux_1: 0.5358 (0.5127)  loss_giou_aux_2: 0.5289 (0.5081)  loss_giou_aux_3: 0.5292 (0.5061)  loss_giou_aux_4: 0.5227 (0.5050)  loss_giou_aux_5: 0.6093 (0.5973)  loss_giou_dn_0: 0.6376 (0.6255)  loss_giou_dn_1: 0.5431 (0.5205)  loss_giou_dn_2: 0.5126 (0.4922)  loss_giou_dn_3: 0.5021 (0.4839)  loss_giou_dn_4: 0.5009 (0.4819)  loss_giou_dn_5: 0.5011 (0.4821)  loss_vfl: 0.6899 (0.7040)  loss_vfl_aux_0: 0.8086 (0.8287)  loss_vfl_aux_1: 0.7401 (0.7709)  loss_vfl_aux_2: 0.7144 (0.7343)  loss_vfl_aux_3: 0.6912 (0.7132)  loss_vfl_aux_4: 0.6888 (0.7063)  loss_vfl_aux_5: 0.7697 (0.8095)  loss_vfl_dn_0: 0.4650 (0.4669)  loss_vfl_dn_1: 0.4111 (0.4056)  loss_vfl_dn_2: 0.3946 (0.3890)  loss_vfl_dn_3: 0.3859 (0.3809)  loss_vfl_dn_4: 0.3850 (0.3780)  loss_vfl_dn_5: 0.3855 (0.3772)  time: 0.4776  data: 0.0148  max mem: 5654
Epoch: [21]  [ 300/7393]  eta: 0:57:10  lr: 0.000010  loss: 17.0692 (16.9486)  loss_bbox: 0.1633 (0.1660)  loss_bbox_aux_0: 0.1701 (0.1783)  loss_bbox_aux_1: 0.1680 (0.1710)  loss_bbox_aux_2: 0.1625 (0.1677)  loss_bbox_aux_3: 0.1615 (0.1665)  loss_bbox_aux_4: 0.1597 (0.1661)  loss_bbox_aux_5: 0.2073 (0.2193)  loss_bbox_dn_0: 0.2661 (0.3012)  loss_bbox_dn_1: 0.2104 (0.2293)  loss_bbox_dn_2: 0.1910 (0.2076)  loss_bbox_dn_3: 0.1867 (0.2003)  loss_bbox_dn_4: 0.1841 (0.1987)  loss_bbox_dn_5: 0.1841 (0.1987)  loss_giou: 0.5193 (0.4991)  loss_giou_aux_0: 0.5233 (0.5229)  loss_giou_aux_1: 0.5111 (0.5088)  loss_giou_aux_2: 0.5003 (0.5030)  loss_giou_aux_3: 0.5074 (0.5004)  loss_giou_aux_4: 0.5097 (0.4993)  loss_giou_aux_5: 0.5929 (0.5923)  loss_giou_dn_0: 0.6300 (0.6227)  loss_giou_dn_1: 0.5300 (0.5176)  loss_giou_dn_2: 0.5065 (0.4894)  loss_giou_dn_3: 0.4949 (0.4809)  loss_giou_dn_4: 0.4929 (0.4788)  loss_giou_dn_5: 0.4935 (0.4790)  loss_vfl: 0.7170 (0.7063)  loss_vfl_aux_0: 0.8103 (0.8357)  loss_vfl_aux_1: 0.7704 (0.7715)  loss_vfl_aux_2: 0.7508 (0.7371)  loss_vfl_aux_3: 0.7242 (0.7161)  loss_vfl_aux_4: 0.7223 (0.7087)  loss_vfl_aux_5: 0.7786 (0.8155)  loss_vfl_dn_0: 0.4709 (0.4672)  loss_vfl_dn_1: 0.4073 (0.4047)  loss_vfl_dn_2: 0.3886 (0.3878)  loss_vfl_dn_3: 0.3810 (0.3799)  loss_vfl_dn_4: 0.3784 (0.3770)  loss_vfl_dn_5: 0.3772 (0.3762)  time: 0.4670  data: 0.0146  max mem: 5654
Epoch: [21]  [ 400/7393]  eta: 0:56:08  lr: 0.000010  loss: 16.8429 (16.9779)  loss_bbox: 0.1704 (0.1665)  loss_bbox_aux_0: 0.1823 (0.1781)  loss_bbox_aux_1: 0.1789 (0.1707)  loss_bbox_aux_2: 0.1715 (0.1677)  loss_bbox_aux_3: 0.1704 (0.1667)  loss_bbox_aux_4: 0.1676 (0.1665)  loss_bbox_aux_5: 0.2111 (0.2185)  loss_bbox_dn_0: 0.2749 (0.2981)  loss_bbox_dn_1: 0.2168 (0.2278)  loss_bbox_dn_2: 0.2000 (0.2063)  loss_bbox_dn_3: 0.1927 (0.1991)  loss_bbox_dn_4: 0.1901 (0.1975)  loss_bbox_dn_5: 0.1902 (0.1975)  loss_giou: 0.4795 (0.5025)  loss_giou_aux_0: 0.5113 (0.5261)  loss_giou_aux_1: 0.4919 (0.5118)  loss_giou_aux_2: 0.4866 (0.5062)  loss_giou_aux_3: 0.4809 (0.5036)  loss_giou_aux_4: 0.4757 (0.5027)  loss_giou_aux_5: 0.5619 (0.5946)  loss_giou_dn_0: 0.6121 (0.6240)  loss_giou_dn_1: 0.5105 (0.5197)  loss_giou_dn_2: 0.4785 (0.4914)  loss_giou_dn_3: 0.4716 (0.4829)  loss_giou_dn_4: 0.4703 (0.4808)  loss_giou_dn_5: 0.4705 (0.4809)  loss_vfl: 0.6838 (0.7061)  loss_vfl_aux_0: 0.8279 (0.8349)  loss_vfl_aux_1: 0.7422 (0.7731)  loss_vfl_aux_2: 0.7099 (0.7371)  loss_vfl_aux_3: 0.6906 (0.7174)  loss_vfl_aux_4: 0.6810 (0.7087)  loss_vfl_aux_5: 0.7817 (0.8136)  loss_vfl_dn_0: 0.4641 (0.4674)  loss_vfl_dn_1: 0.4053 (0.4054)  loss_vfl_dn_2: 0.3879 (0.3889)  loss_vfl_dn_3: 0.3805 (0.3811)  loss_vfl_dn_4: 0.3794 (0.3783)  loss_vfl_dn_5: 0.3784 (0.3775)  time: 0.4681  data: 0.0153  max mem: 5654
Epoch: [21]  [ 500/7393]  eta: 0:55:04  lr: 0.000010  loss: 16.9842 (16.9995)  loss_bbox: 0.1700 (0.1673)  loss_bbox_aux_0: 0.1872 (0.1793)  loss_bbox_aux_1: 0.1766 (0.1713)  loss_bbox_aux_2: 0.1782 (0.1684)  loss_bbox_aux_3: 0.1753 (0.1671)  loss_bbox_aux_4: 0.1696 (0.1672)  loss_bbox_aux_5: 0.2250 (0.2195)  loss_bbox_dn_0: 0.2968 (0.3000)  loss_bbox_dn_1: 0.2241 (0.2300)  loss_bbox_dn_2: 0.2113 (0.2084)  loss_bbox_dn_3: 0.2038 (0.2010)  loss_bbox_dn_4: 0.2017 (0.1995)  loss_bbox_dn_5: 0.2016 (0.1995)  loss_giou: 0.4780 (0.5031)  loss_giou_aux_0: 0.5143 (0.5265)  loss_giou_aux_1: 0.4875 (0.5120)  loss_giou_aux_2: 0.4862 (0.5064)  loss_giou_aux_3: 0.4786 (0.5038)  loss_giou_aux_4: 0.4743 (0.5034)  loss_giou_aux_5: 0.5725 (0.5954)  loss_giou_dn_0: 0.6114 (0.6242)  loss_giou_dn_1: 0.4994 (0.5201)  loss_giou_dn_2: 0.4737 (0.4918)  loss_giou_dn_3: 0.4672 (0.4831)  loss_giou_dn_4: 0.4642 (0.4810)  loss_giou_dn_5: 0.4642 (0.4812)  loss_vfl: 0.7149 (0.7058)  loss_vfl_aux_0: 0.8426 (0.8337)  loss_vfl_aux_1: 0.7867 (0.7745)  loss_vfl_aux_2: 0.7353 (0.7373)  loss_vfl_aux_3: 0.7169 (0.7176)  loss_vfl_aux_4: 0.7117 (0.7081)  loss_vfl_aux_5: 0.8309 (0.8127)  loss_vfl_dn_0: 0.4650 (0.4676)  loss_vfl_dn_1: 0.4046 (0.4055)  loss_vfl_dn_2: 0.3890 (0.3890)  loss_vfl_dn_3: 0.3831 (0.3813)  loss_vfl_dn_4: 0.3765 (0.3784)  loss_vfl_dn_5: 0.3778 (0.3776)  time: 0.4722  data: 0.0146  max mem: 5654
Epoch: [21]  [ 600/7393]  eta: 0:54:06  lr: 0.000010  loss: 16.9656 (16.9976)  loss_bbox: 0.1561 (0.1665)  loss_bbox_aux_0: 0.1702 (0.1791)  loss_bbox_aux_1: 0.1571 (0.1710)  loss_bbox_aux_2: 0.1543 (0.1681)  loss_bbox_aux_3: 0.1564 (0.1666)  loss_bbox_aux_4: 0.1575 (0.1665)  loss_bbox_aux_5: 0.2085 (0.2188)  loss_bbox_dn_0: 0.3210 (0.2998)  loss_bbox_dn_1: 0.2402 (0.2301)  loss_bbox_dn_2: 0.2154 (0.2083)  loss_bbox_dn_3: 0.1992 (0.2007)  loss_bbox_dn_4: 0.1950 (0.1992)  loss_bbox_dn_5: 0.1953 (0.1992)  loss_giou: 0.4885 (0.5022)  loss_giou_aux_0: 0.4982 (0.5256)  loss_giou_aux_1: 0.4778 (0.5108)  loss_giou_aux_2: 0.4780 (0.5056)  loss_giou_aux_3: 0.4810 (0.5030)  loss_giou_aux_4: 0.4820 (0.5024)  loss_giou_aux_5: 0.5867 (0.5941)  loss_giou_dn_0: 0.6073 (0.6233)  loss_giou_dn_1: 0.5126 (0.5194)  loss_giou_dn_2: 0.4865 (0.4910)  loss_giou_dn_3: 0.4739 (0.4824)  loss_giou_dn_4: 0.4716 (0.4803)  loss_giou_dn_5: 0.4711 (0.4804)  loss_vfl: 0.6835 (0.7074)  loss_vfl_aux_0: 0.8210 (0.8356)  loss_vfl_aux_1: 0.7725 (0.7768)  loss_vfl_aux_2: 0.7331 (0.7388)  loss_vfl_aux_3: 0.7022 (0.7193)  loss_vfl_aux_4: 0.6896 (0.7101)  loss_vfl_aux_5: 0.8016 (0.8137)  loss_vfl_dn_0: 0.4700 (0.4679)  loss_vfl_dn_1: 0.4049 (0.4058)  loss_vfl_dn_2: 0.3926 (0.3894)  loss_vfl_dn_3: 0.3857 (0.3817)  loss_vfl_dn_4: 0.3841 (0.3788)  loss_vfl_dn_5: 0.3840 (0.3780)  time: 0.4625  data: 0.0147  max mem: 5654
Epoch: [21]  [ 700/7393]  eta: 0:53:11  lr: 0.000010  loss: 17.4909 (17.0317)  loss_bbox: 0.1703 (0.1674)  loss_bbox_aux_0: 0.1843 (0.1797)  loss_bbox_aux_1: 0.1812 (0.1720)  loss_bbox_aux_2: 0.1722 (0.1690)  loss_bbox_aux_3: 0.1746 (0.1675)  loss_bbox_aux_4: 0.1704 (0.1673)  loss_bbox_aux_5: 0.2268 (0.2194)  loss_bbox_dn_0: 0.2787 (0.3003)  loss_bbox_dn_1: 0.2151 (0.2307)  loss_bbox_dn_2: 0.1967 (0.2090)  loss_bbox_dn_3: 0.1902 (0.2016)  loss_bbox_dn_4: 0.1872 (0.2000)  loss_bbox_dn_5: 0.1872 (0.2000)  loss_giou: 0.5174 (0.5034)  loss_giou_aux_0: 0.5380 (0.5271)  loss_giou_aux_1: 0.5270 (0.5124)  loss_giou_aux_2: 0.5324 (0.5072)  loss_giou_aux_3: 0.5196 (0.5043)  loss_giou_aux_4: 0.5158 (0.5035)  loss_giou_aux_5: 0.5942 (0.5960)  loss_giou_dn_0: 0.6348 (0.6245)  loss_giou_dn_1: 0.5382 (0.5208)  loss_giou_dn_2: 0.5044 (0.4925)  loss_giou_dn_3: 0.4937 (0.4838)  loss_giou_dn_4: 0.4919 (0.4817)  loss_giou_dn_5: 0.4920 (0.4818)  loss_vfl: 0.6907 (0.7087)  loss_vfl_aux_0: 0.8391 (0.8354)  loss_vfl_aux_1: 0.7569 (0.7768)  loss_vfl_aux_2: 0.7245 (0.7393)  loss_vfl_aux_3: 0.7014 (0.7204)  loss_vfl_aux_4: 0.6985 (0.7113)  loss_vfl_aux_5: 0.7930 (0.8133)  loss_vfl_dn_0: 0.4760 (0.4681)  loss_vfl_dn_1: 0.4146 (0.4061)  loss_vfl_dn_2: 0.3989 (0.3898)  loss_vfl_dn_3: 0.3945 (0.3821)  loss_vfl_dn_4: 0.3928 (0.3792)  loss_vfl_dn_5: 0.3901 (0.3784)  time: 0.4655  data: 0.0144  max mem: 5654
Epoch: [21]  [ 800/7393]  eta: 0:53:20  lr: 0.000010  loss: 16.8976 (17.0290)  loss_bbox: 0.1557 (0.1665)  loss_bbox_aux_0: 0.1588 (0.1788)  loss_bbox_aux_1: 0.1549 (0.1712)  loss_bbox_aux_2: 0.1540 (0.1682)  loss_bbox_aux_3: 0.1527 (0.1667)  loss_bbox_aux_4: 0.1558 (0.1666)  loss_bbox_aux_5: 0.2015 (0.2183)  loss_bbox_dn_0: 0.2721 (0.2990)  loss_bbox_dn_1: 0.2076 (0.2297)  loss_bbox_dn_2: 0.1914 (0.2082)  loss_bbox_dn_3: 0.1802 (0.2008)  loss_bbox_dn_4: 0.1778 (0.1993)  loss_bbox_dn_5: 0.1779 (0.1993)  loss_giou: 0.4560 (0.5044)  loss_giou_aux_0: 0.4839 (0.5280)  loss_giou_aux_1: 0.4704 (0.5133)  loss_giou_aux_2: 0.4752 (0.5084)  loss_giou_aux_3: 0.4661 (0.5055)  loss_giou_aux_4: 0.4590 (0.5047)  loss_giou_aux_5: 0.5584 (0.5970)  loss_giou_dn_0: 0.6360 (0.6253)  loss_giou_dn_1: 0.5330 (0.5215)  loss_giou_dn_2: 0.4979 (0.4934)  loss_giou_dn_3: 0.4832 (0.4848)  loss_giou_dn_4: 0.4798 (0.4827)  loss_giou_dn_5: 0.4798 (0.4829)  loss_vfl: 0.7161 (0.7081)  loss_vfl_aux_0: 0.8358 (0.8348)  loss_vfl_aux_1: 0.7844 (0.7761)  loss_vfl_aux_2: 0.7369 (0.7383)  loss_vfl_aux_3: 0.7209 (0.7197)  loss_vfl_aux_4: 0.7071 (0.7107)  loss_vfl_aux_5: 0.8098 (0.8121)  loss_vfl_dn_0: 0.4659 (0.4681)  loss_vfl_dn_1: 0.4107 (0.4064)  loss_vfl_dn_2: 0.3940 (0.3899)  loss_vfl_dn_3: 0.3824 (0.3823)  loss_vfl_dn_4: 0.3807 (0.3794)  loss_vfl_dn_5: 0.3800 (0.3786)  time: 0.4774  data: 0.0145  max mem: 5654
Epoch: [21]  [ 900/7393]  eta: 0:52:23  lr: 0.000010  loss: 17.0699 (17.0293)  loss_bbox: 0.1751 (0.1669)  loss_bbox_aux_0: 0.1920 (0.1791)  loss_bbox_aux_1: 0.1801 (0.1715)  loss_bbox_aux_2: 0.1676 (0.1686)  loss_bbox_aux_3: 0.1720 (0.1670)  loss_bbox_aux_4: 0.1751 (0.1670)  loss_bbox_aux_5: 0.2242 (0.2187)  loss_bbox_dn_0: 0.3037 (0.2983)  loss_bbox_dn_1: 0.2187 (0.2291)  loss_bbox_dn_2: 0.2053 (0.2077)  loss_bbox_dn_3: 0.2035 (0.2004)  loss_bbox_dn_4: 0.2013 (0.1988)  loss_bbox_dn_5: 0.2013 (0.1988)  loss_giou: 0.5125 (0.5058)  loss_giou_aux_0: 0.5282 (0.5297)  loss_giou_aux_1: 0.5363 (0.5147)  loss_giou_aux_2: 0.5186 (0.5100)  loss_giou_aux_3: 0.5086 (0.5069)  loss_giou_aux_4: 0.5146 (0.5062)  loss_giou_aux_5: 0.6195 (0.5990)  loss_giou_dn_0: 0.6397 (0.6256)  loss_giou_dn_1: 0.5266 (0.5221)  loss_giou_dn_2: 0.4897 (0.4940)  loss_giou_dn_3: 0.4796 (0.4853)  loss_giou_dn_4: 0.4781 (0.4833)  loss_giou_dn_5: 0.4783 (0.4834)  loss_vfl: 0.6945 (0.7066)  loss_vfl_aux_0: 0.8214 (0.8329)  loss_vfl_aux_1: 0.7669 (0.7742)  loss_vfl_aux_2: 0.7285 (0.7364)  loss_vfl_aux_3: 0.7266 (0.7187)  loss_vfl_aux_4: 0.7042 (0.7095)  loss_vfl_aux_5: 0.7884 (0.8096)  loss_vfl_dn_0: 0.4577 (0.4678)  loss_vfl_dn_1: 0.3981 (0.4062)  loss_vfl_dn_2: 0.3805 (0.3898)  loss_vfl_dn_3: 0.3750 (0.3821)  loss_vfl_dn_4: 0.3715 (0.3792)  loss_vfl_dn_5: 0.3744 (0.3784)  time: 0.4697  data: 0.0142  max mem: 5654
Epoch: [21]  [1000/7393]  eta: 0:51:29  lr: 0.000010  loss: 16.9780 (17.0339)  loss_bbox: 0.1706 (0.1677)  loss_bbox_aux_0: 0.1885 (0.1799)  loss_bbox_aux_1: 0.1832 (0.1723)  loss_bbox_aux_2: 0.1786 (0.1693)  loss_bbox_aux_3: 0.1716 (0.1678)  loss_bbox_aux_4: 0.1666 (0.1678)  loss_bbox_aux_5: 0.2282 (0.2197)  loss_bbox_dn_0: 0.3221 (0.2994)  loss_bbox_dn_1: 0.2620 (0.2302)  loss_bbox_dn_2: 0.2369 (0.2086)  loss_bbox_dn_3: 0.2270 (0.2012)  loss_bbox_dn_4: 0.2223 (0.1997)  loss_bbox_dn_5: 0.2222 (0.1997)  loss_giou: 0.4346 (0.5055)  loss_giou_aux_0: 0.4582 (0.5294)  loss_giou_aux_1: 0.4443 (0.5146)  loss_giou_aux_2: 0.4337 (0.5096)  loss_giou_aux_3: 0.4285 (0.5066)  loss_giou_aux_4: 0.4385 (0.5058)  loss_giou_aux_5: 0.5111 (0.5990)  loss_giou_dn_0: 0.5865 (0.6255)  loss_giou_dn_1: 0.4839 (0.5219)  loss_giou_dn_2: 0.4527 (0.4938)  loss_giou_dn_3: 0.4447 (0.4851)  loss_giou_dn_4: 0.4433 (0.4830)  loss_giou_dn_5: 0.4436 (0.4832)  loss_vfl: 0.6970 (0.7060)  loss_vfl_aux_0: 0.8154 (0.8329)  loss_vfl_aux_1: 0.7583 (0.7732)  loss_vfl_aux_2: 0.7450 (0.7359)  loss_vfl_aux_3: 0.7098 (0.7178)  loss_vfl_aux_4: 0.7040 (0.7089)  loss_vfl_aux_5: 0.8203 (0.8093)  loss_vfl_dn_0: 0.4697 (0.4676)  loss_vfl_dn_1: 0.4015 (0.4062)  loss_vfl_dn_2: 0.3899 (0.3898)  loss_vfl_dn_3: 0.3824 (0.3821)  loss_vfl_dn_4: 0.3788 (0.3793)  loss_vfl_dn_5: 0.3765 (0.3784)  time: 0.4634  data: 0.0152  max mem: 5654
Epoch: [21]  [1100/7393]  eta: 0:50:37  lr: 0.000010  loss: 16.8815 (17.0535)  loss_bbox: 0.1641 (0.1681)  loss_bbox_aux_0: 0.1714 (0.1802)  loss_bbox_aux_1: 0.1652 (0.1726)  loss_bbox_aux_2: 0.1608 (0.1696)  loss_bbox_aux_3: 0.1560 (0.1681)  loss_bbox_aux_4: 0.1628 (0.1681)  loss_bbox_aux_5: 0.2127 (0.2200)  loss_bbox_dn_0: 0.2629 (0.2993)  loss_bbox_dn_1: 0.1953 (0.2300)  loss_bbox_dn_2: 0.1765 (0.2084)  loss_bbox_dn_3: 0.1725 (0.2010)  loss_bbox_dn_4: 0.1727 (0.1994)  loss_bbox_dn_5: 0.1727 (0.1994)  loss_giou: 0.5232 (0.5071)  loss_giou_aux_0: 0.5378 (0.5309)  loss_giou_aux_1: 0.5205 (0.5162)  loss_giou_aux_2: 0.5255 (0.5112)  loss_giou_aux_3: 0.5174 (0.5082)  loss_giou_aux_4: 0.5115 (0.5074)  loss_giou_aux_5: 0.5989 (0.6008)  loss_giou_dn_0: 0.6170 (0.6266)  loss_giou_dn_1: 0.5072 (0.5229)  loss_giou_dn_2: 0.4817 (0.4947)  loss_giou_dn_3: 0.4738 (0.4859)  loss_giou_dn_4: 0.4725 (0.4838)  loss_giou_dn_5: 0.4723 (0.4840)  loss_vfl: 0.6890 (0.7063)  loss_vfl_aux_0: 0.8019 (0.8330)  loss_vfl_aux_1: 0.7549 (0.7737)  loss_vfl_aux_2: 0.7255 (0.7364)  loss_vfl_aux_3: 0.7156 (0.7184)  loss_vfl_aux_4: 0.7006 (0.7092)  loss_vfl_aux_5: 0.7836 (0.8089)  loss_vfl_dn_0: 0.4686 (0.4676)  loss_vfl_dn_1: 0.4016 (0.4062)  loss_vfl_dn_2: 0.3857 (0.3898)  loss_vfl_dn_3: 0.3770 (0.3821)  loss_vfl_dn_4: 0.3742 (0.3792)  loss_vfl_dn_5: 0.3746 (0.3784)  time: 0.4871  data: 0.0151  max mem: 5654
Epoch: [21]  [1200/7393]  eta: 0:49:46  lr: 0.000010  loss: 16.5885 (17.0455)  loss_bbox: 0.1488 (0.1678)  loss_bbox_aux_0: 0.1656 (0.1800)  loss_bbox_aux_1: 0.1606 (0.1723)  loss_bbox_aux_2: 0.1599 (0.1694)  loss_bbox_aux_3: 0.1478 (0.1678)  loss_bbox_aux_4: 0.1505 (0.1678)  loss_bbox_aux_5: 0.2016 (0.2198)  loss_bbox_dn_0: 0.2763 (0.2988)  loss_bbox_dn_1: 0.2093 (0.2294)  loss_bbox_dn_2: 0.1931 (0.2079)  loss_bbox_dn_3: 0.1889 (0.2005)  loss_bbox_dn_4: 0.1879 (0.1989)  loss_bbox_dn_5: 0.1879 (0.1989)  loss_giou: 0.4695 (0.5070)  loss_giou_aux_0: 0.4992 (0.5309)  loss_giou_aux_1: 0.4763 (0.5163)  loss_giou_aux_2: 0.4761 (0.5113)  loss_giou_aux_3: 0.4654 (0.5082)  loss_giou_aux_4: 0.4692 (0.5073)  loss_giou_aux_5: 0.5698 (0.6010)  loss_giou_dn_0: 0.6341 (0.6269)  loss_giou_dn_1: 0.5271 (0.5229)  loss_giou_dn_2: 0.4911 (0.4948)  loss_giou_dn_3: 0.4822 (0.4861)  loss_giou_dn_4: 0.4777 (0.4840)  loss_giou_dn_5: 0.4777 (0.4842)  loss_vfl: 0.6869 (0.7058)  loss_vfl_aux_0: 0.8337 (0.8329)  loss_vfl_aux_1: 0.7587 (0.7735)  loss_vfl_aux_2: 0.7167 (0.7359)  loss_vfl_aux_3: 0.7037 (0.7180)  loss_vfl_aux_4: 0.6954 (0.7090)  loss_vfl_aux_5: 0.8077 (0.8084)  loss_vfl_dn_0: 0.4704 (0.4674)  loss_vfl_dn_1: 0.4102 (0.4060)  loss_vfl_dn_2: 0.3928 (0.3895)  loss_vfl_dn_3: 0.3830 (0.3819)  loss_vfl_dn_4: 0.3807 (0.3790)  loss_vfl_dn_5: 0.3794 (0.3782)  time: 0.4701  data: 0.0143  max mem: 5654
Epoch: [21]  [1300/7393]  eta: 0:48:55  lr: 0.000010  loss: 16.9681 (17.0361)  loss_bbox: 0.1577 (0.1678)  loss_bbox_aux_0: 0.1684 (0.1800)  loss_bbox_aux_1: 0.1561 (0.1722)  loss_bbox_aux_2: 0.1577 (0.1693)  loss_bbox_aux_3: 0.1596 (0.1677)  loss_bbox_aux_4: 0.1540 (0.1677)  loss_bbox_aux_5: 0.1983 (0.2200)  loss_bbox_dn_0: 0.2892 (0.2992)  loss_bbox_dn_1: 0.2100 (0.2296)  loss_bbox_dn_2: 0.1802 (0.2080)  loss_bbox_dn_3: 0.1742 (0.2006)  loss_bbox_dn_4: 0.1747 (0.1991)  loss_bbox_dn_5: 0.1747 (0.1991)  loss_giou: 0.4917 (0.5056)  loss_giou_aux_0: 0.4904 (0.5297)  loss_giou_aux_1: 0.4712 (0.5150)  loss_giou_aux_2: 0.4783 (0.5098)  loss_giou_aux_3: 0.4853 (0.5068)  loss_giou_aux_4: 0.4944 (0.5059)  loss_giou_aux_5: 0.5635 (0.5998)  loss_giou_dn_0: 0.6240 (0.6261)  loss_giou_dn_1: 0.5241 (0.5220)  loss_giou_dn_2: 0.4993 (0.4939)  loss_giou_dn_3: 0.4862 (0.4852)  loss_giou_dn_4: 0.4827 (0.4831)  loss_giou_dn_5: 0.4831 (0.4833)  loss_vfl: 0.7132 (0.7064)  loss_vfl_aux_0: 0.8429 (0.8342)  loss_vfl_aux_1: 0.7830 (0.7745)  loss_vfl_aux_2: 0.7524 (0.7368)  loss_vfl_aux_3: 0.7420 (0.7186)  loss_vfl_aux_4: 0.7033 (0.7095)  loss_vfl_aux_5: 0.8377 (0.8092)  loss_vfl_dn_0: 0.4653 (0.4673)  loss_vfl_dn_1: 0.3972 (0.4058)  loss_vfl_dn_2: 0.3866 (0.3893)  loss_vfl_dn_3: 0.3784 (0.3816)  loss_vfl_dn_4: 0.3752 (0.3787)  loss_vfl_dn_5: 0.3740 (0.3779)  time: 0.4747  data: 0.0148  max mem: 5654
Epoch: [21]  [1400/7393]  eta: 0:48:32  lr: 0.000010  loss: 16.4769 (17.0380)  loss_bbox: 0.1671 (0.1680)  loss_bbox_aux_0: 0.1790 (0.1806)  loss_bbox_aux_1: 0.1758 (0.1727)  loss_bbox_aux_2: 0.1713 (0.1697)  loss_bbox_aux_3: 0.1675 (0.1680)  loss_bbox_aux_4: 0.1671 (0.1679)  loss_bbox_aux_5: 0.2215 (0.2206)  loss_bbox_dn_0: 0.2861 (0.3004)  loss_bbox_dn_1: 0.2217 (0.2306)  loss_bbox_dn_2: 0.2055 (0.2089)  loss_bbox_dn_3: 0.2016 (0.2016)  loss_bbox_dn_4: 0.2002 (0.2001)  loss_bbox_dn_5: 0.2001 (0.2001)  loss_giou: 0.4650 (0.5039)  loss_giou_aux_0: 0.4866 (0.5283)  loss_giou_aux_1: 0.4690 (0.5135)  loss_giou_aux_2: 0.4696 (0.5080)  loss_giou_aux_3: 0.4699 (0.5051)  loss_giou_aux_4: 0.4672 (0.5042)  loss_giou_aux_5: 0.5639 (0.5984)  loss_giou_dn_0: 0.5959 (0.6255)  loss_giou_dn_1: 0.4949 (0.5213)  loss_giou_dn_2: 0.4639 (0.4931)  loss_giou_dn_3: 0.4569 (0.4844)  loss_giou_dn_4: 0.4566 (0.4823)  loss_giou_dn_5: 0.4570 (0.4825)  loss_vfl: 0.7099 (0.7077)  loss_vfl_aux_0: 0.8285 (0.8351)  loss_vfl_aux_1: 0.7959 (0.7756)  loss_vfl_aux_2: 0.7184 (0.7379)  loss_vfl_aux_3: 0.7193 (0.7198)  loss_vfl_aux_4: 0.7168 (0.7108)  loss_vfl_aux_5: 0.8106 (0.8103)  loss_vfl_dn_0: 0.4651 (0.4674)  loss_vfl_dn_1: 0.4054 (0.4059)  loss_vfl_dn_2: 0.3904 (0.3893)  loss_vfl_dn_3: 0.3822 (0.3817)  loss_vfl_dn_4: 0.3812 (0.3788)  loss_vfl_dn_5: 0.3785 (0.3780)  time: 0.8174  data: 0.0149  max mem: 5654
Epoch: [21]  [1500/7393]  eta: 0:47:37  lr: 0.000010  loss: 17.2943 (17.0459)  loss_bbox: 0.1663 (0.1683)  loss_bbox_aux_0: 0.1830 (0.1810)  loss_bbox_aux_1: 0.1742 (0.1731)  loss_bbox_aux_2: 0.1671 (0.1700)  loss_bbox_aux_3: 0.1654 (0.1684)  loss_bbox_aux_4: 0.1626 (0.1682)  loss_bbox_aux_5: 0.2219 (0.2209)  loss_bbox_dn_0: 0.2937 (0.3003)  loss_bbox_dn_1: 0.2155 (0.2305)  loss_bbox_dn_2: 0.2025 (0.2089)  loss_bbox_dn_3: 0.1962 (0.2015)  loss_bbox_dn_4: 0.1954 (0.2000)  loss_bbox_dn_5: 0.1954 (0.2000)  loss_giou: 0.5125 (0.5043)  loss_giou_aux_0: 0.5433 (0.5288)  loss_giou_aux_1: 0.5240 (0.5140)  loss_giou_aux_2: 0.5176 (0.5085)  loss_giou_aux_3: 0.5115 (0.5056)  loss_giou_aux_4: 0.5118 (0.5046)  loss_giou_aux_5: 0.6100 (0.5990)  loss_giou_dn_0: 0.6401 (0.6257)  loss_giou_dn_1: 0.5464 (0.5216)  loss_giou_dn_2: 0.5215 (0.4934)  loss_giou_dn_3: 0.5127 (0.4847)  loss_giou_dn_4: 0.5101 (0.4827)  loss_giou_dn_5: 0.5096 (0.4829)  loss_vfl: 0.6605 (0.7080)  loss_vfl_aux_0: 0.8150 (0.8348)  loss_vfl_aux_1: 0.7644 (0.7758)  loss_vfl_aux_2: 0.7126 (0.7382)  loss_vfl_aux_3: 0.6896 (0.7199)  loss_vfl_aux_4: 0.6735 (0.7111)  loss_vfl_aux_5: 0.7836 (0.8099)  loss_vfl_dn_0: 0.4628 (0.4674)  loss_vfl_dn_1: 0.4079 (0.4059)  loss_vfl_dn_2: 0.3949 (0.3893)  loss_vfl_dn_3: 0.3875 (0.3817)  loss_vfl_dn_4: 0.3842 (0.3788)  loss_vfl_dn_5: 0.3827 (0.3780)  time: 0.4657  data: 0.0147  max mem: 5654
Epoch: [21]  [1600/7393]  eta: 0:46:44  lr: 0.000010  loss: 17.5005 (17.0488)  loss_bbox: 0.1624 (0.1684)  loss_bbox_aux_0: 0.1764 (0.1813)  loss_bbox_aux_1: 0.1722 (0.1735)  loss_bbox_aux_2: 0.1674 (0.1703)  loss_bbox_aux_3: 0.1578 (0.1685)  loss_bbox_aux_4: 0.1624 (0.1683)  loss_bbox_aux_5: 0.2179 (0.2217)  loss_bbox_dn_0: 0.3034 (0.3011)  loss_bbox_dn_1: 0.2404 (0.2311)  loss_bbox_dn_2: 0.2129 (0.2095)  loss_bbox_dn_3: 0.2024 (0.2021)  loss_bbox_dn_4: 0.2043 (0.2006)  loss_bbox_dn_5: 0.2043 (0.2006)  loss_giou: 0.5011 (0.5036)  loss_giou_aux_0: 0.5269 (0.5283)  loss_giou_aux_1: 0.5040 (0.5134)  loss_giou_aux_2: 0.4996 (0.5079)  loss_giou_aux_3: 0.4968 (0.5049)  loss_giou_aux_4: 0.5017 (0.5039)  loss_giou_aux_5: 0.6016 (0.5987)  loss_giou_dn_0: 0.6495 (0.6254)  loss_giou_dn_1: 0.5373 (0.5213)  loss_giou_dn_2: 0.5147 (0.4931)  loss_giou_dn_3: 0.5046 (0.4844)  loss_giou_dn_4: 0.5019 (0.4824)  loss_giou_dn_5: 0.5018 (0.4825)  loss_vfl: 0.7186 (0.7087)  loss_vfl_aux_0: 0.8472 (0.8355)  loss_vfl_aux_1: 0.7600 (0.7759)  loss_vfl_aux_2: 0.7477 (0.7384)  loss_vfl_aux_3: 0.7469 (0.7205)  loss_vfl_aux_4: 0.7314 (0.7117)  loss_vfl_aux_5: 0.7978 (0.8105)  loss_vfl_dn_0: 0.4621 (0.4674)  loss_vfl_dn_1: 0.4129 (0.4058)  loss_vfl_dn_2: 0.3960 (0.3893)  loss_vfl_dn_3: 0.3878 (0.3816)  loss_vfl_dn_4: 0.3852 (0.3788)  loss_vfl_dn_5: 0.3850 (0.3780)  time: 0.4660  data: 0.0138  max mem: 5654
Epoch: [21]  [1700/7393]  eta: 0:45:50  lr: 0.000010  loss: 16.9467 (17.0494)  loss_bbox: 0.1647 (0.1683)  loss_bbox_aux_0: 0.1854 (0.1813)  loss_bbox_aux_1: 0.1773 (0.1737)  loss_bbox_aux_2: 0.1736 (0.1704)  loss_bbox_aux_3: 0.1601 (0.1685)  loss_bbox_aux_4: 0.1622 (0.1683)  loss_bbox_aux_5: 0.2222 (0.2219)  loss_bbox_dn_0: 0.3111 (0.3013)  loss_bbox_dn_1: 0.2346 (0.2313)  loss_bbox_dn_2: 0.2084 (0.2096)  loss_bbox_dn_3: 0.2024 (0.2022)  loss_bbox_dn_4: 0.2023 (0.2007)  loss_bbox_dn_5: 0.2023 (0.2007)  loss_giou: 0.4764 (0.5033)  loss_giou_aux_0: 0.4959 (0.5280)  loss_giou_aux_1: 0.4885 (0.5133)  loss_giou_aux_2: 0.4926 (0.5078)  loss_giou_aux_3: 0.4756 (0.5048)  loss_giou_aux_4: 0.4789 (0.5037)  loss_giou_aux_5: 0.5660 (0.5986)  loss_giou_dn_0: 0.6107 (0.6254)  loss_giou_dn_1: 0.5025 (0.5212)  loss_giou_dn_2: 0.4726 (0.4930)  loss_giou_dn_3: 0.4635 (0.4843)  loss_giou_dn_4: 0.4597 (0.4823)  loss_giou_dn_5: 0.4598 (0.4824)  loss_vfl: 0.7040 (0.7088)  loss_vfl_aux_0: 0.8530 (0.8359)  loss_vfl_aux_1: 0.7716 (0.7760)  loss_vfl_aux_2: 0.7253 (0.7383)  loss_vfl_aux_3: 0.7113 (0.7204)  loss_vfl_aux_4: 0.7042 (0.7118)  loss_vfl_aux_5: 0.8231 (0.8110)  loss_vfl_dn_0: 0.4690 (0.4675)  loss_vfl_dn_1: 0.4026 (0.4058)  loss_vfl_dn_2: 0.3897 (0.3892)  loss_vfl_dn_3: 0.3827 (0.3816)  loss_vfl_dn_4: 0.3798 (0.3787)  loss_vfl_dn_5: 0.3773 (0.3779)  time: 0.4654  data: 0.0149  max mem: 5654
Epoch: [21]  [1800/7393]  eta: 0:44:59  lr: 0.000010  loss: 16.6335 (17.0473)  loss_bbox: 0.1501 (0.1680)  loss_bbox_aux_0: 0.1565 (0.1810)  loss_bbox_aux_1: 0.1526 (0.1734)  loss_bbox_aux_2: 0.1491 (0.1702)  loss_bbox_aux_3: 0.1519 (0.1682)  loss_bbox_aux_4: 0.1496 (0.1679)  loss_bbox_aux_5: 0.1970 (0.2215)  loss_bbox_dn_0: 0.2604 (0.3005)  loss_bbox_dn_1: 0.1988 (0.2306)  loss_bbox_dn_2: 0.1741 (0.2089)  loss_bbox_dn_3: 0.1690 (0.2016)  loss_bbox_dn_4: 0.1691 (0.2000)  loss_bbox_dn_5: 0.1690 (0.2000)  loss_giou: 0.4410 (0.5038)  loss_giou_aux_0: 0.4659 (0.5284)  loss_giou_aux_1: 0.4681 (0.5138)  loss_giou_aux_2: 0.4576 (0.5083)  loss_giou_aux_3: 0.4358 (0.5053)  loss_giou_aux_4: 0.4336 (0.5041)  loss_giou_aux_5: 0.5465 (0.5991)  loss_giou_dn_0: 0.6053 (0.6255)  loss_giou_dn_1: 0.4878 (0.5214)  loss_giou_dn_2: 0.4523 (0.4931)  loss_giou_dn_3: 0.4380 (0.4844)  loss_giou_dn_4: 0.4357 (0.4824)  loss_giou_dn_5: 0.4358 (0.4826)  loss_vfl: 0.7037 (0.7089)  loss_vfl_aux_0: 0.8266 (0.8359)  loss_vfl_aux_1: 0.7807 (0.7763)  loss_vfl_aux_2: 0.7341 (0.7383)  loss_vfl_aux_3: 0.7387 (0.7204)  loss_vfl_aux_4: 0.7324 (0.7119)  loss_vfl_aux_5: 0.8032 (0.8107)  loss_vfl_dn_0: 0.4634 (0.4674)  loss_vfl_dn_1: 0.4109 (0.4058)  loss_vfl_dn_2: 0.3936 (0.3893)  loss_vfl_dn_3: 0.3836 (0.3817)  loss_vfl_dn_4: 0.3810 (0.3788)  loss_vfl_dn_5: 0.3806 (0.3780)  time: 0.4798  data: 0.0143  max mem: 5654
Epoch: [21]  [1900/7393]  eta: 0:44:05  lr: 0.000010  loss: 16.7622 (17.0383)  loss_bbox: 0.1452 (0.1677)  loss_bbox_aux_0: 0.1728 (0.1809)  loss_bbox_aux_1: 0.1582 (0.1732)  loss_bbox_aux_2: 0.1530 (0.1699)  loss_bbox_aux_3: 0.1502 (0.1680)  loss_bbox_aux_4: 0.1508 (0.1677)  loss_bbox_aux_5: 0.2056 (0.2215)  loss_bbox_dn_0: 0.2710 (0.3008)  loss_bbox_dn_1: 0.2107 (0.2308)  loss_bbox_dn_2: 0.1915 (0.2091)  loss_bbox_dn_3: 0.1923 (0.2018)  loss_bbox_dn_4: 0.1908 (0.2003)  loss_bbox_dn_5: 0.1910 (0.2003)  loss_giou: 0.4573 (0.5025)  loss_giou_aux_0: 0.4675 (0.5271)  loss_giou_aux_1: 0.4636 (0.5124)  loss_giou_aux_2: 0.4581 (0.5070)  loss_giou_aux_3: 0.4680 (0.5040)  loss_giou_aux_4: 0.4620 (0.5028)  loss_giou_aux_5: 0.5515 (0.5977)  loss_giou_dn_0: 0.6087 (0.6249)  loss_giou_dn_1: 0.5070 (0.5208)  loss_giou_dn_2: 0.4772 (0.4926)  loss_giou_dn_3: 0.4651 (0.4839)  loss_giou_dn_4: 0.4626 (0.4819)  loss_giou_dn_5: 0.4629 (0.4820)  loss_vfl: 0.6994 (0.7094)  loss_vfl_aux_0: 0.8243 (0.8364)  loss_vfl_aux_1: 0.7532 (0.7768)  loss_vfl_aux_2: 0.7138 (0.7388)  loss_vfl_aux_3: 0.7096 (0.7208)  loss_vfl_aux_4: 0.6917 (0.7124)  loss_vfl_aux_5: 0.8040 (0.8115)  loss_vfl_dn_0: 0.4685 (0.4675)  loss_vfl_dn_1: 0.4024 (0.4058)  loss_vfl_dn_2: 0.3833 (0.3892)  loss_vfl_dn_3: 0.3777 (0.3816)  loss_vfl_dn_4: 0.3758 (0.3787)  loss_vfl_dn_5: 0.3738 (0.3779)  time: 0.4519  data: 0.0141  max mem: 5654
Epoch: [21]  [2000/7393]  eta: 0:43:16  lr: 0.000010  loss: 16.3621 (17.0345)  loss_bbox: 0.1627 (0.1676)  loss_bbox_aux_0: 0.1918 (0.1807)  loss_bbox_aux_1: 0.1801 (0.1730)  loss_bbox_aux_2: 0.1767 (0.1698)  loss_bbox_aux_3: 0.1571 (0.1678)  loss_bbox_aux_4: 0.1579 (0.1675)  loss_bbox_aux_5: 0.2127 (0.2213)  loss_bbox_dn_0: 0.3012 (0.3006)  loss_bbox_dn_1: 0.2371 (0.2306)  loss_bbox_dn_2: 0.2151 (0.2090)  loss_bbox_dn_3: 0.2117 (0.2017)  loss_bbox_dn_4: 0.2117 (0.2002)  loss_bbox_dn_5: 0.2119 (0.2002)  loss_giou: 0.4426 (0.5027)  loss_giou_aux_0: 0.4720 (0.5272)  loss_giou_aux_1: 0.4537 (0.5126)  loss_giou_aux_2: 0.4514 (0.5072)  loss_giou_aux_3: 0.4452 (0.5042)  loss_giou_aux_4: 0.4427 (0.5031)  loss_giou_aux_5: 0.5665 (0.5977)  loss_giou_dn_0: 0.5925 (0.6249)  loss_giou_dn_1: 0.4913 (0.5208)  loss_giou_dn_2: 0.4627 (0.4926)  loss_giou_dn_3: 0.4539 (0.4840)  loss_giou_dn_4: 0.4525 (0.4819)  loss_giou_dn_5: 0.4525 (0.4821)  loss_vfl: 0.6892 (0.7089)  loss_vfl_aux_0: 0.8065 (0.8358)  loss_vfl_aux_1: 0.7244 (0.7762)  loss_vfl_aux_2: 0.7127 (0.7383)  loss_vfl_aux_3: 0.7014 (0.7204)  loss_vfl_aux_4: 0.6896 (0.7119)  loss_vfl_aux_5: 0.8134 (0.8113)  loss_vfl_dn_0: 0.4678 (0.4675)  loss_vfl_dn_1: 0.4000 (0.4058)  loss_vfl_dn_2: 0.3810 (0.3893)  loss_vfl_dn_3: 0.3751 (0.3816)  loss_vfl_dn_4: 0.3720 (0.3787)  loss_vfl_dn_5: 0.3718 (0.3779)  time: 0.4745  data: 0.0141  max mem: 5654
Epoch: [21]  [2100/7393]  eta: 0:42:43  lr: 0.000010  loss: 16.6435 (17.0371)  loss_bbox: 0.1589 (0.1676)  loss_bbox_aux_0: 0.1647 (0.1807)  loss_bbox_aux_1: 0.1541 (0.1730)  loss_bbox_aux_2: 0.1638 (0.1699)  loss_bbox_aux_3: 0.1670 (0.1678)  loss_bbox_aux_4: 0.1644 (0.1676)  loss_bbox_aux_5: 0.1991 (0.2213)  loss_bbox_dn_0: 0.2648 (0.3007)  loss_bbox_dn_1: 0.2108 (0.2307)  loss_bbox_dn_2: 0.1935 (0.2091)  loss_bbox_dn_3: 0.1886 (0.2018)  loss_bbox_dn_4: 0.1895 (0.2003)  loss_bbox_dn_5: 0.1893 (0.2003)  loss_giou: 0.5307 (0.5026)  loss_giou_aux_0: 0.5161 (0.5271)  loss_giou_aux_1: 0.5225 (0.5125)  loss_giou_aux_2: 0.5118 (0.5072)  loss_giou_aux_3: 0.5173 (0.5041)  loss_giou_aux_4: 0.5270 (0.5030)  loss_giou_aux_5: 0.5907 (0.5977)  loss_giou_dn_0: 0.6102 (0.6251)  loss_giou_dn_1: 0.5134 (0.5209)  loss_giou_dn_2: 0.4945 (0.4927)  loss_giou_dn_3: 0.4874 (0.4840)  loss_giou_dn_4: 0.4869 (0.4820)  loss_giou_dn_5: 0.4875 (0.4822)  loss_vfl: 0.6489 (0.7092)  loss_vfl_aux_0: 0.7868 (0.8361)  loss_vfl_aux_1: 0.7217 (0.7765)  loss_vfl_aux_2: 0.6696 (0.7385)  loss_vfl_aux_3: 0.6587 (0.7207)  loss_vfl_aux_4: 0.6514 (0.7122)  loss_vfl_aux_5: 0.7597 (0.8115)  loss_vfl_dn_0: 0.4582 (0.4675)  loss_vfl_dn_1: 0.3957 (0.4058)  loss_vfl_dn_2: 0.3790 (0.3893)  loss_vfl_dn_3: 0.3713 (0.3816)  loss_vfl_dn_4: 0.3701 (0.3787)  loss_vfl_dn_5: 0.3677 (0.3780)  time: 0.4823  data: 0.0142  max mem: 5654
Epoch: [21]  [2200/7393]  eta: 0:41:52  lr: 0.000010  loss: 17.4418 (17.0298)  loss_bbox: 0.1522 (0.1676)  loss_bbox_aux_0: 0.1639 (0.1806)  loss_bbox_aux_1: 0.1565 (0.1730)  loss_bbox_aux_2: 0.1567 (0.1698)  loss_bbox_aux_3: 0.1509 (0.1678)  loss_bbox_aux_4: 0.1581 (0.1676)  loss_bbox_aux_5: 0.2186 (0.2214)  loss_bbox_dn_0: 0.2784 (0.3009)  loss_bbox_dn_1: 0.2180 (0.2309)  loss_bbox_dn_2: 0.2018 (0.2092)  loss_bbox_dn_3: 0.1948 (0.2019)  loss_bbox_dn_4: 0.1912 (0.2003)  loss_bbox_dn_5: 0.1912 (0.2003)  loss_giou: 0.5049 (0.5018)  loss_giou_aux_0: 0.5267 (0.5263)  loss_giou_aux_1: 0.5034 (0.5118)  loss_giou_aux_2: 0.5032 (0.5065)  loss_giou_aux_3: 0.5043 (0.5033)  loss_giou_aux_4: 0.5056 (0.5022)  loss_giou_aux_5: 0.6010 (0.5970)  loss_giou_dn_0: 0.6338 (0.6244)  loss_giou_dn_1: 0.5355 (0.5203)  loss_giou_dn_2: 0.5107 (0.4921)  loss_giou_dn_3: 0.4991 (0.4835)  loss_giou_dn_4: 0.4962 (0.4814)  loss_giou_dn_5: 0.4961 (0.4816)  loss_vfl: 0.7106 (0.7091)  loss_vfl_aux_0: 0.8363 (0.8364)  loss_vfl_aux_1: 0.7654 (0.7765)  loss_vfl_aux_2: 0.7443 (0.7385)  loss_vfl_aux_3: 0.7132 (0.7207)  loss_vfl_aux_4: 0.7086 (0.7120)  loss_vfl_aux_5: 0.7956 (0.8118)  loss_vfl_dn_0: 0.4685 (0.4676)  loss_vfl_dn_1: 0.4044 (0.4058)  loss_vfl_dn_2: 0.3880 (0.3893)  loss_vfl_dn_3: 0.3805 (0.3816)  loss_vfl_dn_4: 0.3791 (0.3787)  loss_vfl_dn_5: 0.3809 (0.3779)  time: 0.4829  data: 0.0142  max mem: 5654
Epoch: [21]  [2300/7393]  eta: 0:41:01  lr: 0.000010  loss: 16.9389 (17.0294)  loss_bbox: 0.1616 (0.1675)  loss_bbox_aux_0: 0.1669 (0.1806)  loss_bbox_aux_1: 0.1587 (0.1729)  loss_bbox_aux_2: 0.1611 (0.1698)  loss_bbox_aux_3: 0.1636 (0.1678)  loss_bbox_aux_4: 0.1641 (0.1675)  loss_bbox_aux_5: 0.2155 (0.2215)  loss_bbox_dn_0: 0.2717 (0.3007)  loss_bbox_dn_1: 0.2010 (0.2308)  loss_bbox_dn_2: 0.1801 (0.2091)  loss_bbox_dn_3: 0.1763 (0.2018)  loss_bbox_dn_4: 0.1733 (0.2002)  loss_bbox_dn_5: 0.1735 (0.2002)  loss_giou: 0.4917 (0.5021)  loss_giou_aux_0: 0.5316 (0.5266)  loss_giou_aux_1: 0.5007 (0.5119)  loss_giou_aux_2: 0.4986 (0.5067)  loss_giou_aux_3: 0.4962 (0.5036)  loss_giou_aux_4: 0.4907 (0.5025)  loss_giou_aux_5: 0.5921 (0.5975)  loss_giou_dn_0: 0.6322 (0.6246)  loss_giou_dn_1: 0.5335 (0.5204)  loss_giou_dn_2: 0.5104 (0.4922)  loss_giou_dn_3: 0.5019 (0.4835)  loss_giou_dn_4: 0.5008 (0.4815)  loss_giou_dn_5: 0.5016 (0.4817)  loss_vfl: 0.7116 (0.7091)  loss_vfl_aux_0: 0.8037 (0.8359)  loss_vfl_aux_1: 0.7571 (0.7765)  loss_vfl_aux_2: 0.7155 (0.7384)  loss_vfl_aux_3: 0.7167 (0.7206)  loss_vfl_aux_4: 0.7064 (0.7120)  loss_vfl_aux_5: 0.7979 (0.8112)  loss_vfl_dn_0: 0.4659 (0.4675)  loss_vfl_dn_1: 0.4067 (0.4057)  loss_vfl_dn_2: 0.3902 (0.3892)  loss_vfl_dn_3: 0.3833 (0.3815)  loss_vfl_dn_4: 0.3784 (0.3786)  loss_vfl_dn_5: 0.3775 (0.3779)  time: 0.4754  data: 0.0143  max mem: 5654
Epoch: [21]  [2400/7393]  eta: 0:40:10  lr: 0.000010  loss: 17.0815 (17.0422)  loss_bbox: 0.1548 (0.1677)  loss_bbox_aux_0: 0.1772 (0.1808)  loss_bbox_aux_1: 0.1628 (0.1731)  loss_bbox_aux_2: 0.1616 (0.1699)  loss_bbox_aux_3: 0.1585 (0.1680)  loss_bbox_aux_4: 0.1578 (0.1678)  loss_bbox_aux_5: 0.2077 (0.2217)  loss_bbox_dn_0: 0.2941 (0.3008)  loss_bbox_dn_1: 0.2357 (0.2308)  loss_bbox_dn_2: 0.2155 (0.2091)  loss_bbox_dn_3: 0.2020 (0.2018)  loss_bbox_dn_4: 0.1984 (0.2003)  loss_bbox_dn_5: 0.1984 (0.2003)  loss_giou: 0.4863 (0.5030)  loss_giou_aux_0: 0.5091 (0.5274)  loss_giou_aux_1: 0.4876 (0.5128)  loss_giou_aux_2: 0.4948 (0.5075)  loss_giou_aux_3: 0.4852 (0.5044)  loss_giou_aux_4: 0.4924 (0.5034)  loss_giou_aux_5: 0.5847 (0.5984)  loss_giou_dn_0: 0.6125 (0.6253)  loss_giou_dn_1: 0.5147 (0.5210)  loss_giou_dn_2: 0.4766 (0.4928)  loss_giou_dn_3: 0.4671 (0.4842)  loss_giou_dn_4: 0.4669 (0.4821)  loss_giou_dn_5: 0.4670 (0.4823)  loss_vfl: 0.7353 (0.7094)  loss_vfl_aux_0: 0.8192 (0.8358)  loss_vfl_aux_1: 0.7749 (0.7766)  loss_vfl_aux_2: 0.7470 (0.7386)  loss_vfl_aux_3: 0.7365 (0.7208)  loss_vfl_aux_4: 0.7423 (0.7123)  loss_vfl_aux_5: 0.7979 (0.8110)  loss_vfl_dn_0: 0.4684 (0.4676)  loss_vfl_dn_1: 0.4108 (0.4058)  loss_vfl_dn_2: 0.3895 (0.3893)  loss_vfl_dn_3: 0.3852 (0.3816)  loss_vfl_dn_4: 0.3817 (0.3787)  loss_vfl_dn_5: 0.3801 (0.3780)  time: 0.4826  data: 0.0142  max mem: 5654
Epoch: [21]  [2500/7393]  eta: 0:39:22  lr: 0.000010  loss: 17.0014 (17.0337)  loss_bbox: 0.1491 (0.1674)  loss_bbox_aux_0: 0.1702 (0.1806)  loss_bbox_aux_1: 0.1644 (0.1728)  loss_bbox_aux_2: 0.1596 (0.1696)  loss_bbox_aux_3: 0.1563 (0.1677)  loss_bbox_aux_4: 0.1489 (0.1675)  loss_bbox_aux_5: 0.2165 (0.2216)  loss_bbox_dn_0: 0.3022 (0.3004)  loss_bbox_dn_1: 0.2262 (0.2304)  loss_bbox_dn_2: 0.2087 (0.2087)  loss_bbox_dn_3: 0.2032 (0.2015)  loss_bbox_dn_4: 0.2012 (0.1999)  loss_bbox_dn_5: 0.2018 (0.1999)  loss_giou: 0.5091 (0.5027)  loss_giou_aux_0: 0.5231 (0.5273)  loss_giou_aux_1: 0.5281 (0.5126)  loss_giou_aux_2: 0.5095 (0.5073)  loss_giou_aux_3: 0.5128 (0.5041)  loss_giou_aux_4: 0.5124 (0.5031)  loss_giou_aux_5: 0.6108 (0.5984)  loss_giou_dn_0: 0.6088 (0.6251)  loss_giou_dn_1: 0.5054 (0.5208)  loss_giou_dn_2: 0.4763 (0.4927)  loss_giou_dn_3: 0.4739 (0.4840)  loss_giou_dn_4: 0.4739 (0.4820)  loss_giou_dn_5: 0.4742 (0.4822)  loss_vfl: 0.6965 (0.7092)  loss_vfl_aux_0: 0.8298 (0.8354)  loss_vfl_aux_1: 0.7716 (0.7763)  loss_vfl_aux_2: 0.7340 (0.7384)  loss_vfl_aux_3: 0.6957 (0.7205)  loss_vfl_aux_4: 0.7122 (0.7122)  loss_vfl_aux_5: 0.8116 (0.8108)  loss_vfl_dn_0: 0.4701 (0.4675)  loss_vfl_dn_1: 0.4074 (0.4057)  loss_vfl_dn_2: 0.3877 (0.3892)  loss_vfl_dn_3: 0.3773 (0.3816)  loss_vfl_dn_4: 0.3763 (0.3787)  loss_vfl_dn_5: 0.3761 (0.3779)  time: 0.4776  data: 0.0138  max mem: 5654
Epoch: [21]  [2600/7393]  eta: 0:38:31  lr: 0.000010  loss: 15.7284 (17.0247)  loss_bbox: 0.1618 (0.1674)  loss_bbox_aux_0: 0.1735 (0.1805)  loss_bbox_aux_1: 0.1641 (0.1726)  loss_bbox_aux_2: 0.1663 (0.1696)  loss_bbox_aux_3: 0.1614 (0.1677)  loss_bbox_aux_4: 0.1622 (0.1674)  loss_bbox_aux_5: 0.2194 (0.2214)  loss_bbox_dn_0: 0.2966 (0.3000)  loss_bbox_dn_1: 0.2105 (0.2302)  loss_bbox_dn_2: 0.1877 (0.2086)  loss_bbox_dn_3: 0.1828 (0.2013)  loss_bbox_dn_4: 0.1820 (0.1998)  loss_bbox_dn_5: 0.1815 (0.1998)  loss_giou: 0.4141 (0.5025)  loss_giou_aux_0: 0.4452 (0.5272)  loss_giou_aux_1: 0.4225 (0.5124)  loss_giou_aux_2: 0.4202 (0.5071)  loss_giou_aux_3: 0.4188 (0.5040)  loss_giou_aux_4: 0.4141 (0.5029)  loss_giou_aux_5: 0.5298 (0.5982)  loss_giou_dn_0: 0.5750 (0.6249)  loss_giou_dn_1: 0.4642 (0.5206)  loss_giou_dn_2: 0.4358 (0.4925)  loss_giou_dn_3: 0.4242 (0.4839)  loss_giou_dn_4: 0.4207 (0.4819)  loss_giou_dn_5: 0.4206 (0.4820)  loss_vfl: 0.6559 (0.7086)  loss_vfl_aux_0: 0.7973 (0.8347)  loss_vfl_aux_1: 0.7166 (0.7757)  loss_vfl_aux_2: 0.6592 (0.7376)  loss_vfl_aux_3: 0.6549 (0.7197)  loss_vfl_aux_4: 0.6566 (0.7116)  loss_vfl_aux_5: 0.7527 (0.8102)  loss_vfl_dn_0: 0.4573 (0.4674)  loss_vfl_dn_1: 0.3936 (0.4057)  loss_vfl_dn_2: 0.3757 (0.3891)  loss_vfl_dn_3: 0.3710 (0.3815)  loss_vfl_dn_4: 0.3707 (0.3786)  loss_vfl_dn_5: 0.3671 (0.3779)  time: 0.4715  data: 0.0139  max mem: 5654
Epoch: [21]  [2700/7393]  eta: 0:37:40  lr: 0.000010  loss: 16.9056 (17.0276)  loss_bbox: 0.1607 (0.1673)  loss_bbox_aux_0: 0.1603 (0.1803)  loss_bbox_aux_1: 0.1584 (0.1725)  loss_bbox_aux_2: 0.1511 (0.1695)  loss_bbox_aux_3: 0.1625 (0.1676)  loss_bbox_aux_4: 0.1612 (0.1674)  loss_bbox_aux_5: 0.2071 (0.2213)  loss_bbox_dn_0: 0.2746 (0.2999)  loss_bbox_dn_1: 0.1990 (0.2301)  loss_bbox_dn_2: 0.1794 (0.2084)  loss_bbox_dn_3: 0.1747 (0.2012)  loss_bbox_dn_4: 0.1750 (0.1997)  loss_bbox_dn_5: 0.1750 (0.1997)  loss_giou: 0.4882 (0.5031)  loss_giou_aux_0: 0.5258 (0.5276)  loss_giou_aux_1: 0.4905 (0.5128)  loss_giou_aux_2: 0.4861 (0.5077)  loss_giou_aux_3: 0.4876 (0.5045)  loss_giou_aux_4: 0.4865 (0.5034)  loss_giou_aux_5: 0.6000 (0.5986)  loss_giou_dn_0: 0.6432 (0.6252)  loss_giou_dn_1: 0.5275 (0.5209)  loss_giou_dn_2: 0.4921 (0.4928)  loss_giou_dn_3: 0.4834 (0.4842)  loss_giou_dn_4: 0.4811 (0.4822)  loss_giou_dn_5: 0.4822 (0.4824)  loss_vfl: 0.6777 (0.7084)  loss_vfl_aux_0: 0.7988 (0.8344)  loss_vfl_aux_1: 0.7324 (0.7755)  loss_vfl_aux_2: 0.7052 (0.7374)  loss_vfl_aux_3: 0.6753 (0.7196)  loss_vfl_aux_4: 0.6776 (0.7114)  loss_vfl_aux_5: 0.7778 (0.8100)  loss_vfl_dn_0: 0.4739 (0.4674)  loss_vfl_dn_1: 0.4035 (0.4057)  loss_vfl_dn_2: 0.3856 (0.3892)  loss_vfl_dn_3: 0.3792 (0.3815)  loss_vfl_dn_4: 0.3771 (0.3787)  loss_vfl_dn_5: 0.3778 (0.3779)  time: 0.4549  data: 0.0139  max mem: 5654
Epoch: [21]  [2800/7393]  eta: 0:36:52  lr: 0.000010  loss: 16.8461 (17.0237)  loss_bbox: 0.1500 (0.1673)  loss_bbox_aux_0: 0.1630 (0.1804)  loss_bbox_aux_1: 0.1574 (0.1725)  loss_bbox_aux_2: 0.1461 (0.1695)  loss_bbox_aux_3: 0.1436 (0.1677)  loss_bbox_aux_4: 0.1486 (0.1674)  loss_bbox_aux_5: 0.2074 (0.2212)  loss_bbox_dn_0: 0.2836 (0.3003)  loss_bbox_dn_1: 0.2049 (0.2304)  loss_bbox_dn_2: 0.1842 (0.2087)  loss_bbox_dn_3: 0.1759 (0.2014)  loss_bbox_dn_4: 0.1755 (0.1999)  loss_bbox_dn_5: 0.1754 (0.1999)  loss_giou: 0.5220 (0.5024)  loss_giou_aux_0: 0.5419 (0.5269)  loss_giou_aux_1: 0.5338 (0.5121)  loss_giou_aux_2: 0.5157 (0.5070)  loss_giou_aux_3: 0.5090 (0.5038)  loss_giou_aux_4: 0.5173 (0.5027)  loss_giou_aux_5: 0.6018 (0.5978)  loss_giou_dn_0: 0.6260 (0.6247)  loss_giou_dn_1: 0.5136 (0.5204)  loss_giou_dn_2: 0.4896 (0.4923)  loss_giou_dn_3: 0.4785 (0.4837)  loss_giou_dn_4: 0.4765 (0.4817)  loss_giou_dn_5: 0.4763 (0.4819)  loss_vfl: 0.6842 (0.7086)  loss_vfl_aux_0: 0.7651 (0.8348)  loss_vfl_aux_1: 0.7367 (0.7760)  loss_vfl_aux_2: 0.7270 (0.7379)  loss_vfl_aux_3: 0.7137 (0.7199)  loss_vfl_aux_4: 0.6929 (0.7116)  loss_vfl_aux_5: 0.7972 (0.8108)  loss_vfl_dn_0: 0.4584 (0.4675)  loss_vfl_dn_1: 0.3976 (0.4057)  loss_vfl_dn_2: 0.3839 (0.3891)  loss_vfl_dn_3: 0.3725 (0.3814)  loss_vfl_dn_4: 0.3720 (0.3786)  loss_vfl_dn_5: 0.3723 (0.3778)  time: 0.4902  data: 0.0136  max mem: 5654
Epoch: [21]  [2900/7393]  eta: 0:36:02  lr: 0.000010  loss: 16.9526 (17.0227)  loss_bbox: 0.1703 (0.1673)  loss_bbox_aux_0: 0.1955 (0.1804)  loss_bbox_aux_1: 0.1850 (0.1726)  loss_bbox_aux_2: 0.1814 (0.1696)  loss_bbox_aux_3: 0.1792 (0.1678)  loss_bbox_aux_4: 0.1703 (0.1674)  loss_bbox_aux_5: 0.2099 (0.2212)  loss_bbox_dn_0: 0.3145 (0.3003)  loss_bbox_dn_1: 0.2402 (0.2304)  loss_bbox_dn_2: 0.2128 (0.2088)  loss_bbox_dn_3: 0.2068 (0.2015)  loss_bbox_dn_4: 0.2083 (0.2000)  loss_bbox_dn_5: 0.2084 (0.2000)  loss_giou: 0.4335 (0.5022)  loss_giou_aux_0: 0.4510 (0.5267)  loss_giou_aux_1: 0.4471 (0.5118)  loss_giou_aux_2: 0.4485 (0.5068)  loss_giou_aux_3: 0.4381 (0.5036)  loss_giou_aux_4: 0.4367 (0.5025)  loss_giou_aux_5: 0.5404 (0.5976)  loss_giou_dn_0: 0.6071 (0.6246)  loss_giou_dn_1: 0.5010 (0.5203)  loss_giou_dn_2: 0.4801 (0.4922)  loss_giou_dn_3: 0.4723 (0.4836)  loss_giou_dn_4: 0.4701 (0.4816)  loss_giou_dn_5: 0.4702 (0.4818)  loss_vfl: 0.7398 (0.7086)  loss_vfl_aux_0: 0.8485 (0.8348)  loss_vfl_aux_1: 0.7831 (0.7759)  loss_vfl_aux_2: 0.7595 (0.7378)  loss_vfl_aux_3: 0.7244 (0.7198)  loss_vfl_aux_4: 0.7273 (0.7116)  loss_vfl_aux_5: 0.8121 (0.8109)  loss_vfl_dn_0: 0.4659 (0.4675)  loss_vfl_dn_1: 0.4100 (0.4058)  loss_vfl_dn_2: 0.3946 (0.3892)  loss_vfl_dn_3: 0.3867 (0.3816)  loss_vfl_dn_4: 0.3838 (0.3787)  loss_vfl_dn_5: 0.3821 (0.3779)  time: 0.4735  data: 0.0141  max mem: 5654
Epoch: [21]  [3000/7393]  eta: 0:35:14  lr: 0.000010  loss: 16.5337 (17.0225)  loss_bbox: 0.1743 (0.1673)  loss_bbox_aux_0: 0.1930 (0.1804)  loss_bbox_aux_1: 0.1733 (0.1726)  loss_bbox_aux_2: 0.1692 (0.1696)  loss_bbox_aux_3: 0.1824 (0.1678)  loss_bbox_aux_4: 0.1739 (0.1674)  loss_bbox_aux_5: 0.2322 (0.2212)  loss_bbox_dn_0: 0.2817 (0.3003)  loss_bbox_dn_1: 0.2150 (0.2304)  loss_bbox_dn_2: 0.1926 (0.2087)  loss_bbox_dn_3: 0.1849 (0.2014)  loss_bbox_dn_4: 0.1830 (0.1999)  loss_bbox_dn_5: 0.1831 (0.1999)  loss_giou: 0.4559 (0.5023)  loss_giou_aux_0: 0.4838 (0.5266)  loss_giou_aux_1: 0.4830 (0.5118)  loss_giou_aux_2: 0.4535 (0.5068)  loss_giou_aux_3: 0.4530 (0.5037)  loss_giou_aux_4: 0.4536 (0.5026)  loss_giou_aux_5: 0.5540 (0.5976)  loss_giou_dn_0: 0.6059 (0.6246)  loss_giou_dn_1: 0.4858 (0.5202)  loss_giou_dn_2: 0.4520 (0.4921)  loss_giou_dn_3: 0.4461 (0.4835)  loss_giou_dn_4: 0.4434 (0.4815)  loss_giou_dn_5: 0.4434 (0.4816)  loss_vfl: 0.6737 (0.7085)  loss_vfl_aux_0: 0.8069 (0.8349)  loss_vfl_aux_1: 0.7716 (0.7762)  loss_vfl_aux_2: 0.7205 (0.7378)  loss_vfl_aux_3: 0.6763 (0.7196)  loss_vfl_aux_4: 0.6679 (0.7116)  loss_vfl_aux_5: 0.8056 (0.8109)  loss_vfl_dn_0: 0.4725 (0.4676)  loss_vfl_dn_1: 0.4081 (0.4059)  loss_vfl_dn_2: 0.3890 (0.3893)  loss_vfl_dn_3: 0.3788 (0.3816)  loss_vfl_dn_4: 0.3742 (0.3788)  loss_vfl_dn_5: 0.3709 (0.3780)  time: 0.4755  data: 0.0142  max mem: 5654
Epoch: [21]  [3100/7393]  eta: 0:34:24  lr: 0.000010  loss: 17.2065 (17.0187)  loss_bbox: 0.1599 (0.1671)  loss_bbox_aux_0: 0.1820 (0.1801)  loss_bbox_aux_1: 0.1643 (0.1723)  loss_bbox_aux_2: 0.1619 (0.1694)  loss_bbox_aux_3: 0.1581 (0.1676)  loss_bbox_aux_4: 0.1581 (0.1672)  loss_bbox_aux_5: 0.2155 (0.2208)  loss_bbox_dn_0: 0.2842 (0.2999)  loss_bbox_dn_1: 0.2048 (0.2300)  loss_bbox_dn_2: 0.1838 (0.2084)  loss_bbox_dn_3: 0.1757 (0.2011)  loss_bbox_dn_4: 0.1747 (0.1996)  loss_bbox_dn_5: 0.1748 (0.1996)  loss_giou: 0.4900 (0.5027)  loss_giou_aux_0: 0.5164 (0.5268)  loss_giou_aux_1: 0.5086 (0.5121)  loss_giou_aux_2: 0.4951 (0.5071)  loss_giou_aux_3: 0.5004 (0.5041)  loss_giou_aux_4: 0.4895 (0.5030)  loss_giou_aux_5: 0.6093 (0.5979)  loss_giou_dn_0: 0.6277 (0.6247)  loss_giou_dn_1: 0.5281 (0.5204)  loss_giou_dn_2: 0.5057 (0.4923)  loss_giou_dn_3: 0.4970 (0.4837)  loss_giou_dn_4: 0.4929 (0.4817)  loss_giou_dn_5: 0.4931 (0.4819)  loss_vfl: 0.6960 (0.7081)  loss_vfl_aux_0: 0.8604 (0.8345)  loss_vfl_aux_1: 0.7762 (0.7758)  loss_vfl_aux_2: 0.7286 (0.7373)  loss_vfl_aux_3: 0.7069 (0.7191)  loss_vfl_aux_4: 0.7042 (0.7111)  loss_vfl_aux_5: 0.8011 (0.8103)  loss_vfl_dn_0: 0.4709 (0.4676)  loss_vfl_dn_1: 0.4107 (0.4058)  loss_vfl_dn_2: 0.3909 (0.3892)  loss_vfl_dn_3: 0.3833 (0.3816)  loss_vfl_dn_4: 0.3798 (0.3787)  loss_vfl_dn_5: 0.3807 (0.3780)  time: 0.4698  data: 0.0142  max mem: 5654
Epoch: [21]  [3200/7393]  eta: 0:33:43  lr: 0.000010  loss: 16.8272 (17.0179)  loss_bbox: 0.1607 (0.1672)  loss_bbox_aux_0: 0.1828 (0.1802)  loss_bbox_aux_1: 0.1685 (0.1724)  loss_bbox_aux_2: 0.1747 (0.1695)  loss_bbox_aux_3: 0.1671 (0.1677)  loss_bbox_aux_4: 0.1624 (0.1672)  loss_bbox_aux_5: 0.2208 (0.2211)  loss_bbox_dn_0: 0.3230 (0.3005)  loss_bbox_dn_1: 0.2533 (0.2305)  loss_bbox_dn_2: 0.2282 (0.2087)  loss_bbox_dn_3: 0.2165 (0.2014)  loss_bbox_dn_4: 0.2135 (0.1998)  loss_bbox_dn_5: 0.2134 (0.1998)  loss_giou: 0.4670 (0.5022)  loss_giou_aux_0: 0.5086 (0.5263)  loss_giou_aux_1: 0.4952 (0.5116)  loss_giou_aux_2: 0.4691 (0.5067)  loss_giou_aux_3: 0.4722 (0.5036)  loss_giou_aux_4: 0.4670 (0.5025)  loss_giou_aux_5: 0.5797 (0.5974)  loss_giou_dn_0: 0.6351 (0.6246)  loss_giou_dn_1: 0.5343 (0.5203)  loss_giou_dn_2: 0.5066 (0.4922)  loss_giou_dn_3: 0.4957 (0.4835)  loss_giou_dn_4: 0.4934 (0.4815)  loss_giou_dn_5: 0.4937 (0.4817)  loss_vfl: 0.7159 (0.7082)  loss_vfl_aux_0: 0.8302 (0.8349)  loss_vfl_aux_1: 0.7569 (0.7759)  loss_vfl_aux_2: 0.7329 (0.7372)  loss_vfl_aux_3: 0.7198 (0.7191)  loss_vfl_aux_4: 0.7168 (0.7113)  loss_vfl_aux_5: 0.8160 (0.8108)  loss_vfl_dn_0: 0.4677 (0.4675)  loss_vfl_dn_1: 0.3994 (0.4058)  loss_vfl_dn_2: 0.3842 (0.3891)  loss_vfl_dn_3: 0.3732 (0.3815)  loss_vfl_dn_4: 0.3743 (0.3786)  loss_vfl_dn_5: 0.3736 (0.3779)  time: 0.4765  data: 0.0143  max mem: 5654
Epoch: [21]  [3300/7393]  eta: 0:32:53  lr: 0.000010  loss: 16.4695 (17.0174)  loss_bbox: 0.1504 (0.1671)  loss_bbox_aux_0: 0.1584 (0.1801)  loss_bbox_aux_1: 0.1500 (0.1723)  loss_bbox_aux_2: 0.1514 (0.1693)  loss_bbox_aux_3: 0.1491 (0.1676)  loss_bbox_aux_4: 0.1485 (0.1671)  loss_bbox_aux_5: 0.1914 (0.2210)  loss_bbox_dn_0: 0.2574 (0.3001)  loss_bbox_dn_1: 0.1932 (0.2302)  loss_bbox_dn_2: 0.1729 (0.2085)  loss_bbox_dn_3: 0.1639 (0.2012)  loss_bbox_dn_4: 0.1646 (0.1996)  loss_bbox_dn_5: 0.1648 (0.1996)  loss_giou: 0.4730 (0.5027)  loss_giou_aux_0: 0.4979 (0.5268)  loss_giou_aux_1: 0.4857 (0.5121)  loss_giou_aux_2: 0.4818 (0.5072)  loss_giou_aux_3: 0.4828 (0.5041)  loss_giou_aux_4: 0.4754 (0.5029)  loss_giou_aux_5: 0.5575 (0.5979)  loss_giou_dn_0: 0.6119 (0.6248)  loss_giou_dn_1: 0.5169 (0.5205)  loss_giou_dn_2: 0.4801 (0.4924)  loss_giou_dn_3: 0.4738 (0.4838)  loss_giou_dn_4: 0.4739 (0.4818)  loss_giou_dn_5: 0.4748 (0.4819)  loss_vfl: 0.6846 (0.7079)  loss_vfl_aux_0: 0.8086 (0.8344)  loss_vfl_aux_1: 0.7276 (0.7754)  loss_vfl_aux_2: 0.7044 (0.7367)  loss_vfl_aux_3: 0.6944 (0.7187)  loss_vfl_aux_4: 0.7007 (0.7109)  loss_vfl_aux_5: 0.7676 (0.8101)  loss_vfl_dn_0: 0.4687 (0.4675)  loss_vfl_dn_1: 0.4086 (0.4058)  loss_vfl_dn_2: 0.3884 (0.3891)  loss_vfl_dn_3: 0.3807 (0.3815)  loss_vfl_dn_4: 0.3778 (0.3787)  loss_vfl_dn_5: 0.3779 (0.3779)  time: 0.4564  data: 0.0140  max mem: 5654
Epoch: [21]  [3400/7393]  eta: 0:32:03  lr: 0.000010  loss: 16.7215 (17.0197)  loss_bbox: 0.1497 (0.1673)  loss_bbox_aux_0: 0.1624 (0.1803)  loss_bbox_aux_1: 0.1550 (0.1725)  loss_bbox_aux_2: 0.1550 (0.1695)  loss_bbox_aux_3: 0.1502 (0.1678)  loss_bbox_aux_4: 0.1505 (0.1673)  loss_bbox_aux_5: 0.2073 (0.2211)  loss_bbox_dn_0: 0.2807 (0.3003)  loss_bbox_dn_1: 0.2106 (0.2305)  loss_bbox_dn_2: 0.1822 (0.2087)  loss_bbox_dn_3: 0.1813 (0.2014)  loss_bbox_dn_4: 0.1800 (0.1999)  loss_bbox_dn_5: 0.1800 (0.1999)  loss_giou: 0.4462 (0.5026)  loss_giou_aux_0: 0.4815 (0.5266)  loss_giou_aux_1: 0.4724 (0.5120)  loss_giou_aux_2: 0.4693 (0.5071)  loss_giou_aux_3: 0.4715 (0.5040)  loss_giou_aux_4: 0.4560 (0.5028)  loss_giou_aux_5: 0.5406 (0.5977)  loss_giou_dn_0: 0.5840 (0.6247)  loss_giou_dn_1: 0.4741 (0.5205)  loss_giou_dn_2: 0.4459 (0.4924)  loss_giou_dn_3: 0.4417 (0.4838)  loss_giou_dn_4: 0.4401 (0.4817)  loss_giou_dn_5: 0.4403 (0.4819)  loss_vfl: 0.6986 (0.7080)  loss_vfl_aux_0: 0.8425 (0.8346)  loss_vfl_aux_1: 0.7918 (0.7754)  loss_vfl_aux_2: 0.7362 (0.7369)  loss_vfl_aux_3: 0.7151 (0.7187)  loss_vfl_aux_4: 0.7115 (0.7110)  loss_vfl_aux_5: 0.8185 (0.8104)  loss_vfl_dn_0: 0.4656 (0.4675)  loss_vfl_dn_1: 0.4070 (0.4058)  loss_vfl_dn_2: 0.3939 (0.3891)  loss_vfl_dn_3: 0.3880 (0.3815)  loss_vfl_dn_4: 0.3839 (0.3787)  loss_vfl_dn_5: 0.3835 (0.3779)  time: 0.4691  data: 0.0138  max mem: 5654
Epoch: [21]  [3500/7393]  eta: 0:31:15  lr: 0.000010  loss: 16.4296 (17.0186)  loss_bbox: 0.1594 (0.1671)  loss_bbox_aux_0: 0.1786 (0.1801)  loss_bbox_aux_1: 0.1644 (0.1723)  loss_bbox_aux_2: 0.1633 (0.1694)  loss_bbox_aux_3: 0.1585 (0.1677)  loss_bbox_aux_4: 0.1585 (0.1672)  loss_bbox_aux_5: 0.2244 (0.2210)  loss_bbox_dn_0: 0.2779 (0.2999)  loss_bbox_dn_1: 0.2169 (0.2301)  loss_bbox_dn_2: 0.2097 (0.2084)  loss_bbox_dn_3: 0.2061 (0.2011)  loss_bbox_dn_4: 0.2041 (0.1996)  loss_bbox_dn_5: 0.2041 (0.1996)  loss_giou: 0.4465 (0.5026)  loss_giou_aux_0: 0.4762 (0.5267)  loss_giou_aux_1: 0.4530 (0.5121)  loss_giou_aux_2: 0.4464 (0.5071)  loss_giou_aux_3: 0.4394 (0.5041)  loss_giou_aux_4: 0.4457 (0.5029)  loss_giou_aux_5: 0.5573 (0.5978)  loss_giou_dn_0: 0.6064 (0.6246)  loss_giou_dn_1: 0.5000 (0.5205)  loss_giou_dn_2: 0.4727 (0.4924)  loss_giou_dn_3: 0.4621 (0.4838)  loss_giou_dn_4: 0.4571 (0.4818)  loss_giou_dn_5: 0.4570 (0.4819)  loss_vfl: 0.7159 (0.7083)  loss_vfl_aux_0: 0.8446 (0.8347)  loss_vfl_aux_1: 0.7737 (0.7756)  loss_vfl_aux_2: 0.7319 (0.7370)  loss_vfl_aux_3: 0.7055 (0.7189)  loss_vfl_aux_4: 0.7046 (0.7112)  loss_vfl_aux_5: 0.7904 (0.8101)  loss_vfl_dn_0: 0.4717 (0.4675)  loss_vfl_dn_1: 0.4018 (0.4058)  loss_vfl_dn_2: 0.3858 (0.3892)  loss_vfl_dn_3: 0.3793 (0.3816)  loss_vfl_dn_4: 0.3761 (0.3788)  loss_vfl_dn_5: 0.3741 (0.3780)  time: 0.4823  data: 0.0143  max mem: 5654
Epoch: [21]  [3600/7393]  eta: 0:30:31  lr: 0.000010  loss: 16.5364 (17.0162)  loss_bbox: 0.1652 (0.1671)  loss_bbox_aux_0: 0.1729 (0.1801)  loss_bbox_aux_1: 0.1660 (0.1723)  loss_bbox_aux_2: 0.1711 (0.1694)  loss_bbox_aux_3: 0.1682 (0.1676)  loss_bbox_aux_4: 0.1653 (0.1672)  loss_bbox_aux_5: 0.2056 (0.2209)  loss_bbox_dn_0: 0.2784 (0.2998)  loss_bbox_dn_1: 0.2075 (0.2300)  loss_bbox_dn_2: 0.1905 (0.2083)  loss_bbox_dn_3: 0.1827 (0.2010)  loss_bbox_dn_4: 0.1836 (0.1995)  loss_bbox_dn_5: 0.1834 (0.1995)  loss_giou: 0.4659 (0.5026)  loss_giou_aux_0: 0.5024 (0.5267)  loss_giou_aux_1: 0.4749 (0.5120)  loss_giou_aux_2: 0.4689 (0.5071)  loss_giou_aux_3: 0.4704 (0.5040)  loss_giou_aux_4: 0.4667 (0.5029)  loss_giou_aux_5: 0.5722 (0.5978)  loss_giou_dn_0: 0.6063 (0.6246)  loss_giou_dn_1: 0.5033 (0.5204)  loss_giou_dn_2: 0.4703 (0.4923)  loss_giou_dn_3: 0.4636 (0.4837)  loss_giou_dn_4: 0.4633 (0.4817)  loss_giou_dn_5: 0.4631 (0.4818)  loss_vfl: 0.6911 (0.7083)  loss_vfl_aux_0: 0.7840 (0.8346)  loss_vfl_aux_1: 0.7487 (0.7757)  loss_vfl_aux_2: 0.7232 (0.7369)  loss_vfl_aux_3: 0.6940 (0.7189)  loss_vfl_aux_4: 0.6888 (0.7112)  loss_vfl_aux_5: 0.7780 (0.8100)  loss_vfl_dn_0: 0.4624 (0.4675)  loss_vfl_dn_1: 0.3984 (0.4058)  loss_vfl_dn_2: 0.3838 (0.3891)  loss_vfl_dn_3: 0.3792 (0.3815)  loss_vfl_dn_4: 0.3752 (0.3787)  loss_vfl_dn_5: 0.3753 (0.3779)  time: 0.4657  data: 0.0143  max mem: 5654
Epoch: [21]  [3700/7393]  eta: 0:29:42  lr: 0.000010  loss: 16.8635 (17.0130)  loss_bbox: 0.1589 (0.1670)  loss_bbox_aux_0: 0.1693 (0.1800)  loss_bbox_aux_1: 0.1582 (0.1722)  loss_bbox_aux_2: 0.1548 (0.1693)  loss_bbox_aux_3: 0.1541 (0.1676)  loss_bbox_aux_4: 0.1571 (0.1671)  loss_bbox_aux_5: 0.1972 (0.2207)  loss_bbox_dn_0: 0.2919 (0.2998)  loss_bbox_dn_1: 0.2251 (0.2300)  loss_bbox_dn_2: 0.2075 (0.2083)  loss_bbox_dn_3: 0.1946 (0.2010)  loss_bbox_dn_4: 0.1926 (0.1995)  loss_bbox_dn_5: 0.1924 (0.1995)  loss_giou: 0.4571 (0.5023)  loss_giou_aux_0: 0.4955 (0.5264)  loss_giou_aux_1: 0.4781 (0.5117)  loss_giou_aux_2: 0.4620 (0.5068)  loss_giou_aux_3: 0.4608 (0.5038)  loss_giou_aux_4: 0.4610 (0.5026)  loss_giou_aux_5: 0.5641 (0.5975)  loss_giou_dn_0: 0.6089 (0.6245)  loss_giou_dn_1: 0.5152 (0.5203)  loss_giou_dn_2: 0.4907 (0.4922)  loss_giou_dn_3: 0.4868 (0.4836)  loss_giou_dn_4: 0.4847 (0.4815)  loss_giou_dn_5: 0.4848 (0.4817)  loss_vfl: 0.6959 (0.7083)  loss_vfl_aux_0: 0.8195 (0.8346)  loss_vfl_aux_1: 0.7666 (0.7757)  loss_vfl_aux_2: 0.7301 (0.7370)  loss_vfl_aux_3: 0.7155 (0.7189)  loss_vfl_aux_4: 0.7026 (0.7112)  loss_vfl_aux_5: 0.8016 (0.8100)  loss_vfl_dn_0: 0.4624 (0.4675)  loss_vfl_dn_1: 0.3984 (0.4058)  loss_vfl_dn_2: 0.3827 (0.3891)  loss_vfl_dn_3: 0.3779 (0.3815)  loss_vfl_dn_4: 0.3766 (0.3787)  loss_vfl_dn_5: 0.3745 (0.3780)  time: 0.4747  data: 0.0142  max mem: 5654
Epoch: [21]  [3800/7393]  eta: 0:28:53  lr: 0.000010  loss: 16.6517 (17.0146)  loss_bbox: 0.1657 (0.1670)  loss_bbox_aux_0: 0.1784 (0.1800)  loss_bbox_aux_1: 0.1694 (0.1721)  loss_bbox_aux_2: 0.1681 (0.1693)  loss_bbox_aux_3: 0.1672 (0.1676)  loss_bbox_aux_4: 0.1663 (0.1671)  loss_bbox_aux_5: 0.2232 (0.2208)  loss_bbox_dn_0: 0.2870 (0.2999)  loss_bbox_dn_1: 0.2253 (0.2301)  loss_bbox_dn_2: 0.2012 (0.2084)  loss_bbox_dn_3: 0.1959 (0.2011)  loss_bbox_dn_4: 0.1936 (0.1996)  loss_bbox_dn_5: 0.1936 (0.1996)  loss_giou: 0.4787 (0.5023)  loss_giou_aux_0: 0.4911 (0.5263)  loss_giou_aux_1: 0.4933 (0.5116)  loss_giou_aux_2: 0.4844 (0.5068)  loss_giou_aux_3: 0.4809 (0.5037)  loss_giou_aux_4: 0.4789 (0.5025)  loss_giou_aux_5: 0.5707 (0.5976)  loss_giou_dn_0: 0.6137 (0.6247)  loss_giou_dn_1: 0.5128 (0.5203)  loss_giou_dn_2: 0.4809 (0.4923)  loss_giou_dn_3: 0.4709 (0.4836)  loss_giou_dn_4: 0.4681 (0.4816)  loss_giou_dn_5: 0.4680 (0.4818)  loss_vfl: 0.7042 (0.7084)  loss_vfl_aux_0: 0.8478 (0.8347)  loss_vfl_aux_1: 0.7516 (0.7760)  loss_vfl_aux_2: 0.7460 (0.7371)  loss_vfl_aux_3: 0.7320 (0.7190)  loss_vfl_aux_4: 0.7101 (0.7113)  loss_vfl_aux_5: 0.7932 (0.8099)  loss_vfl_dn_0: 0.4636 (0.4675)  loss_vfl_dn_1: 0.4084 (0.4058)  loss_vfl_dn_2: 0.3887 (0.3891)  loss_vfl_dn_3: 0.3822 (0.3815)  loss_vfl_dn_4: 0.3816 (0.3787)  loss_vfl_dn_5: 0.3816 (0.3780)  time: 0.4673  data: 0.0136  max mem: 5654
Epoch: [21]  [3900/7393]  eta: 0:28:03  lr: 0.000010  loss: 17.1236 (17.0157)  loss_bbox: 0.1624 (0.1669)  loss_bbox_aux_0: 0.1824 (0.1798)  loss_bbox_aux_1: 0.1596 (0.1720)  loss_bbox_aux_2: 0.1609 (0.1692)  loss_bbox_aux_3: 0.1659 (0.1675)  loss_bbox_aux_4: 0.1609 (0.1670)  loss_bbox_aux_5: 0.2172 (0.2206)  loss_bbox_dn_0: 0.2733 (0.2998)  loss_bbox_dn_1: 0.2069 (0.2300)  loss_bbox_dn_2: 0.1925 (0.2083)  loss_bbox_dn_3: 0.1861 (0.2010)  loss_bbox_dn_4: 0.1830 (0.1995)  loss_bbox_dn_5: 0.1830 (0.1995)  loss_giou: 0.4871 (0.5023)  loss_giou_aux_0: 0.5196 (0.5264)  loss_giou_aux_1: 0.5060 (0.5117)  loss_giou_aux_2: 0.5006 (0.5068)  loss_giou_aux_3: 0.4978 (0.5037)  loss_giou_aux_4: 0.4865 (0.5026)  loss_giou_aux_5: 0.6131 (0.5977)  loss_giou_dn_0: 0.6397 (0.6247)  loss_giou_dn_1: 0.5265 (0.5204)  loss_giou_dn_2: 0.5013 (0.4923)  loss_giou_dn_3: 0.4892 (0.4837)  loss_giou_dn_4: 0.4858 (0.4817)  loss_giou_dn_5: 0.4859 (0.4818)  loss_vfl: 0.7125 (0.7087)  loss_vfl_aux_0: 0.8366 (0.8350)  loss_vfl_aux_1: 0.7814 (0.7764)  loss_vfl_aux_2: 0.7472 (0.7375)  loss_vfl_aux_3: 0.7092 (0.7193)  loss_vfl_aux_4: 0.7172 (0.7115)  loss_vfl_aux_5: 0.7890 (0.8100)  loss_vfl_dn_0: 0.4673 (0.4675)  loss_vfl_dn_1: 0.4106 (0.4058)  loss_vfl_dn_2: 0.3936 (0.3891)  loss_vfl_dn_3: 0.3849 (0.3815)  loss_vfl_dn_4: 0.3851 (0.3787)  loss_vfl_dn_5: 0.3833 (0.3780)  time: 0.4633  data: 0.0145  max mem: 5654
Epoch: [21]  [4000/7393]  eta: 0:27:14  lr: 0.000010  loss: 16.7957 (17.0137)  loss_bbox: 0.1626 (0.1669)  loss_bbox_aux_0: 0.1728 (0.1799)  loss_bbox_aux_1: 0.1618 (0.1720)  loss_bbox_aux_2: 0.1629 (0.1692)  loss_bbox_aux_3: 0.1625 (0.1674)  loss_bbox_aux_4: 0.1617 (0.1669)  loss_bbox_aux_5: 0.2163 (0.2207)  loss_bbox_dn_0: 0.2564 (0.2999)  loss_bbox_dn_1: 0.2012 (0.2301)  loss_bbox_dn_2: 0.1821 (0.2084)  loss_bbox_dn_3: 0.1810 (0.2011)  loss_bbox_dn_4: 0.1811 (0.1995)  loss_bbox_dn_5: 0.1813 (0.1995)  loss_giou: 0.5258 (0.5021)  loss_giou_aux_0: 0.5236 (0.5262)  loss_giou_aux_1: 0.5395 (0.5114)  loss_giou_aux_2: 0.5219 (0.5065)  loss_giou_aux_3: 0.5344 (0.5034)  loss_giou_aux_4: 0.5284 (0.5023)  loss_giou_aux_5: 0.5958 (0.5975)  loss_giou_dn_0: 0.6129 (0.6245)  loss_giou_dn_1: 0.5113 (0.5202)  loss_giou_dn_2: 0.4793 (0.4921)  loss_giou_dn_3: 0.4717 (0.4835)  loss_giou_dn_4: 0.4690 (0.4814)  loss_giou_dn_5: 0.4690 (0.4816)  loss_vfl: 0.7049 (0.7088)  loss_vfl_aux_0: 0.8370 (0.8352)  loss_vfl_aux_1: 0.7568 (0.7765)  loss_vfl_aux_2: 0.7201 (0.7377)  loss_vfl_aux_3: 0.7119 (0.7196)  loss_vfl_aux_4: 0.7079 (0.7117)  loss_vfl_aux_5: 0.8078 (0.8101)  loss_vfl_dn_0: 0.4565 (0.4674)  loss_vfl_dn_1: 0.3957 (0.4057)  loss_vfl_dn_2: 0.3824 (0.3890)  loss_vfl_dn_3: 0.3760 (0.3814)  loss_vfl_dn_4: 0.3723 (0.3786)  loss_vfl_dn_5: 0.3724 (0.3779)  time: 0.4764  data: 0.0141  max mem: 5654
Epoch: [21]  [4100/7393]  eta: 0:26:25  lr: 0.000010  loss: 17.4997 (17.0192)  loss_bbox: 0.1785 (0.1669)  loss_bbox_aux_0: 0.1944 (0.1799)  loss_bbox_aux_1: 0.1852 (0.1720)  loss_bbox_aux_2: 0.1832 (0.1692)  loss_bbox_aux_3: 0.1798 (0.1674)  loss_bbox_aux_4: 0.1683 (0.1669)  loss_bbox_aux_5: 0.2212 (0.2208)  loss_bbox_dn_0: 0.2869 (0.3001)  loss_bbox_dn_1: 0.2173 (0.2302)  loss_bbox_dn_2: 0.2042 (0.2085)  loss_bbox_dn_3: 0.2044 (0.2012)  loss_bbox_dn_4: 0.2045 (0.1997)  loss_bbox_dn_5: 0.2046 (0.1997)  loss_giou: 0.4643 (0.5023)  loss_giou_aux_0: 0.5228 (0.5266)  loss_giou_aux_1: 0.4768 (0.5117)  loss_giou_aux_2: 0.4846 (0.5068)  loss_giou_aux_3: 0.4680 (0.5036)  loss_giou_aux_4: 0.4660 (0.5025)  loss_giou_aux_5: 0.6011 (0.5980)  loss_giou_dn_0: 0.6382 (0.6248)  loss_giou_dn_1: 0.5362 (0.5204)  loss_giou_dn_2: 0.4993 (0.4924)  loss_giou_dn_3: 0.4821 (0.4837)  loss_giou_dn_4: 0.4792 (0.4817)  loss_giou_dn_5: 0.4792 (0.4819)  loss_vfl: 0.7310 (0.7089)  loss_vfl_aux_0: 0.8608 (0.8353)  loss_vfl_aux_1: 0.7913 (0.7766)  loss_vfl_aux_2: 0.7565 (0.7379)  loss_vfl_aux_3: 0.7435 (0.7199)  loss_vfl_aux_4: 0.7358 (0.7119)  loss_vfl_aux_5: 0.8204 (0.8099)  loss_vfl_dn_0: 0.4688 (0.4674)  loss_vfl_dn_1: 0.4031 (0.4057)  loss_vfl_dn_2: 0.3895 (0.3890)  loss_vfl_dn_3: 0.3814 (0.3814)  loss_vfl_dn_4: 0.3792 (0.3786)  loss_vfl_dn_5: 0.3772 (0.3779)  time: 0.4787  data: 0.0141  max mem: 5654
Epoch: [21]  [4200/7393]  eta: 0:25:40  lr: 0.000010  loss: 17.1352 (17.0208)  loss_bbox: 0.1574 (0.1668)  loss_bbox_aux_0: 0.1679 (0.1797)  loss_bbox_aux_1: 0.1679 (0.1718)  loss_bbox_aux_2: 0.1590 (0.1690)  loss_bbox_aux_3: 0.1615 (0.1673)  loss_bbox_aux_4: 0.1573 (0.1668)  loss_bbox_aux_5: 0.1986 (0.2205)  loss_bbox_dn_0: 0.2382 (0.2997)  loss_bbox_dn_1: 0.1910 (0.2298)  loss_bbox_dn_2: 0.1702 (0.2081)  loss_bbox_dn_3: 0.1657 (0.2009)  loss_bbox_dn_4: 0.1652 (0.1993)  loss_bbox_dn_5: 0.1652 (0.1993)  loss_giou: 0.5865 (0.5029)  loss_giou_aux_0: 0.6041 (0.5272)  loss_giou_aux_1: 0.5887 (0.5123)  loss_giou_aux_2: 0.5807 (0.5073)  loss_giou_aux_3: 0.5920 (0.5042)  loss_giou_aux_4: 0.5871 (0.5031)  loss_giou_aux_5: 0.6604 (0.5986)  loss_giou_dn_0: 0.6503 (0.6251)  loss_giou_dn_1: 0.5577 (0.5208)  loss_giou_dn_2: 0.5199 (0.4927)  loss_giou_dn_3: 0.5169 (0.4841)  loss_giou_dn_4: 0.5161 (0.4821)  loss_giou_dn_5: 0.5160 (0.4822)  loss_vfl: 0.6808 (0.7088)  loss_vfl_aux_0: 0.7846 (0.8350)  loss_vfl_aux_1: 0.7345 (0.7765)  loss_vfl_aux_2: 0.7125 (0.7378)  loss_vfl_aux_3: 0.6901 (0.7197)  loss_vfl_aux_4: 0.6849 (0.7118)  loss_vfl_aux_5: 0.7686 (0.8096)  loss_vfl_dn_0: 0.4601 (0.4674)  loss_vfl_dn_1: 0.4080 (0.4057)  loss_vfl_dn_2: 0.3939 (0.3890)  loss_vfl_dn_3: 0.3854 (0.3814)  loss_vfl_dn_4: 0.3821 (0.3786)  loss_vfl_dn_5: 0.3818 (0.3779)  time: 0.7235  data: 0.0143  max mem: 5654
Epoch: [21]  [4300/7393]  eta: 0:24:51  lr: 0.000010  loss: 16.5701 (17.0192)  loss_bbox: 0.1718 (0.1668)  loss_bbox_aux_0: 0.1950 (0.1797)  loss_bbox_aux_1: 0.1792 (0.1719)  loss_bbox_aux_2: 0.1762 (0.1691)  loss_bbox_aux_3: 0.1718 (0.1673)  loss_bbox_aux_4: 0.1743 (0.1668)  loss_bbox_aux_5: 0.2318 (0.2206)  loss_bbox_dn_0: 0.3246 (0.2998)  loss_bbox_dn_1: 0.2426 (0.2300)  loss_bbox_dn_2: 0.2193 (0.2082)  loss_bbox_dn_3: 0.2094 (0.2009)  loss_bbox_dn_4: 0.2075 (0.1994)  loss_bbox_dn_5: 0.2078 (0.1994)  loss_giou: 0.4684 (0.5026)  loss_giou_aux_0: 0.4925 (0.5268)  loss_giou_aux_1: 0.4807 (0.5119)  loss_giou_aux_2: 0.4687 (0.5070)  loss_giou_aux_3: 0.4722 (0.5039)  loss_giou_aux_4: 0.4731 (0.5028)  loss_giou_aux_5: 0.5680 (0.5983)  loss_giou_dn_0: 0.6172 (0.6250)  loss_giou_dn_1: 0.5001 (0.5207)  loss_giou_dn_2: 0.4649 (0.4926)  loss_giou_dn_3: 0.4568 (0.4840)  loss_giou_dn_4: 0.4536 (0.4819)  loss_giou_dn_5: 0.4538 (0.4821)  loss_vfl: 0.6935 (0.7089)  loss_vfl_aux_0: 0.8317 (0.8351)  loss_vfl_aux_1: 0.7630 (0.7766)  loss_vfl_aux_2: 0.7501 (0.7379)  loss_vfl_aux_3: 0.6979 (0.7198)  loss_vfl_aux_4: 0.7025 (0.7118)  loss_vfl_aux_5: 0.8214 (0.8098)  loss_vfl_dn_0: 0.4610 (0.4674)  loss_vfl_dn_1: 0.4004 (0.4056)  loss_vfl_dn_2: 0.3855 (0.3890)  loss_vfl_dn_3: 0.3799 (0.3814)  loss_vfl_dn_4: 0.3771 (0.3786)  loss_vfl_dn_5: 0.3774 (0.3779)  time: 0.4656  data: 0.0143  max mem: 5654
Epoch: [21]  [4400/7393]  eta: 0:24:02  lr: 0.000010  loss: 17.0721 (17.0175)  loss_bbox: 0.1649 (0.1669)  loss_bbox_aux_0: 0.1679 (0.1798)  loss_bbox_aux_1: 0.1727 (0.1720)  loss_bbox_aux_2: 0.1690 (0.1691)  loss_bbox_aux_3: 0.1592 (0.1674)  loss_bbox_aux_4: 0.1675 (0.1669)  loss_bbox_aux_5: 0.2148 (0.2206)  loss_bbox_dn_0: 0.2905 (0.2998)  loss_bbox_dn_1: 0.2286 (0.2299)  loss_bbox_dn_2: 0.2057 (0.2082)  loss_bbox_dn_3: 0.1981 (0.2009)  loss_bbox_dn_4: 0.1969 (0.1994)  loss_bbox_dn_5: 0.1972 (0.1993)  loss_giou: 0.4324 (0.5024)  loss_giou_aux_0: 0.4594 (0.5266)  loss_giou_aux_1: 0.4494 (0.5118)  loss_giou_aux_2: 0.4346 (0.5068)  loss_giou_aux_3: 0.4332 (0.5037)  loss_giou_aux_4: 0.4318 (0.5026)  loss_giou_aux_5: 0.5537 (0.5981)  loss_giou_dn_0: 0.5861 (0.6249)  loss_giou_dn_1: 0.4727 (0.5205)  loss_giou_dn_2: 0.4484 (0.4924)  loss_giou_dn_3: 0.4368 (0.4838)  loss_giou_dn_4: 0.4337 (0.4818)  loss_giou_dn_5: 0.4340 (0.4819)  loss_vfl: 0.7241 (0.7090)  loss_vfl_aux_0: 0.8680 (0.8354)  loss_vfl_aux_1: 0.7660 (0.7765)  loss_vfl_aux_2: 0.7805 (0.7378)  loss_vfl_aux_3: 0.7542 (0.7199)  loss_vfl_aux_4: 0.7265 (0.7119)  loss_vfl_aux_5: 0.8087 (0.8098)  loss_vfl_dn_0: 0.4729 (0.4674)  loss_vfl_dn_1: 0.4070 (0.4056)  loss_vfl_dn_2: 0.3919 (0.3890)  loss_vfl_dn_3: 0.3837 (0.3814)  loss_vfl_dn_4: 0.3812 (0.3786)  loss_vfl_dn_5: 0.3807 (0.3778)  time: 0.4741  data: 0.0142  max mem: 5654
Epoch: [21]  [4500/7393]  eta: 0:23:13  lr: 0.000010  loss: 17.2413 (17.0204)  loss_bbox: 0.1552 (0.1668)  loss_bbox_aux_0: 0.1839 (0.1797)  loss_bbox_aux_1: 0.1730 (0.1719)  loss_bbox_aux_2: 0.1671 (0.1691)  loss_bbox_aux_3: 0.1695 (0.1673)  loss_bbox_aux_4: 0.1669 (0.1668)  loss_bbox_aux_5: 0.2152 (0.2206)  loss_bbox_dn_0: 0.2915 (0.2996)  loss_bbox_dn_1: 0.2071 (0.2297)  loss_bbox_dn_2: 0.1860 (0.2080)  loss_bbox_dn_3: 0.1783 (0.2008)  loss_bbox_dn_4: 0.1775 (0.1992)  loss_bbox_dn_5: 0.1777 (0.1992)  loss_giou: 0.4802 (0.5027)  loss_giou_aux_0: 0.5144 (0.5269)  loss_giou_aux_1: 0.4931 (0.5122)  loss_giou_aux_2: 0.4959 (0.5072)  loss_giou_aux_3: 0.4852 (0.5040)  loss_giou_aux_4: 0.4811 (0.5030)  loss_giou_aux_5: 0.6056 (0.5985)  loss_giou_dn_0: 0.6088 (0.6251)  loss_giou_dn_1: 0.5060 (0.5207)  loss_giou_dn_2: 0.4792 (0.4926)  loss_giou_dn_3: 0.4702 (0.4840)  loss_giou_dn_4: 0.4716 (0.4820)  loss_giou_dn_5: 0.4729 (0.4821)  loss_vfl: 0.7155 (0.7090)  loss_vfl_aux_0: 0.8331 (0.8354)  loss_vfl_aux_1: 0.8009 (0.7765)  loss_vfl_aux_2: 0.7527 (0.7379)  loss_vfl_aux_3: 0.7291 (0.7199)  loss_vfl_aux_4: 0.7217 (0.7119)  loss_vfl_aux_5: 0.7768 (0.8097)  loss_vfl_dn_0: 0.4632 (0.4674)  loss_vfl_dn_1: 0.4134 (0.4056)  loss_vfl_dn_2: 0.4015 (0.3890)  loss_vfl_dn_3: 0.3929 (0.3814)  loss_vfl_dn_4: 0.3892 (0.3786)  loss_vfl_dn_5: 0.3860 (0.3779)  time: 0.4701  data: 0.0141  max mem: 5654
Epoch: [21]  [4600/7393]  eta: 0:22:24  lr: 0.000010  loss: 17.1084 (17.0226)  loss_bbox: 0.1521 (0.1668)  loss_bbox_aux_0: 0.1875 (0.1798)  loss_bbox_aux_1: 0.1661 (0.1719)  loss_bbox_aux_2: 0.1595 (0.1691)  loss_bbox_aux_3: 0.1501 (0.1673)  loss_bbox_aux_4: 0.1521 (0.1668)  loss_bbox_aux_5: 0.2215 (0.2205)  loss_bbox_dn_0: 0.2920 (0.2995)  loss_bbox_dn_1: 0.2228 (0.2297)  loss_bbox_dn_2: 0.2008 (0.2080)  loss_bbox_dn_3: 0.1928 (0.2007)  loss_bbox_dn_4: 0.1890 (0.1992)  loss_bbox_dn_5: 0.1888 (0.1992)  loss_giou: 0.4963 (0.5030)  loss_giou_aux_0: 0.5414 (0.5273)  loss_giou_aux_1: 0.5123 (0.5125)  loss_giou_aux_2: 0.5033 (0.5075)  loss_giou_aux_3: 0.5049 (0.5043)  loss_giou_aux_4: 0.4961 (0.5032)  loss_giou_aux_5: 0.6174 (0.5988)  loss_giou_dn_0: 0.6120 (0.6252)  loss_giou_dn_1: 0.4971 (0.5208)  loss_giou_dn_2: 0.4696 (0.4927)  loss_giou_dn_3: 0.4625 (0.4841)  loss_giou_dn_4: 0.4595 (0.4821)  loss_giou_dn_5: 0.4600 (0.4823)  loss_vfl: 0.6842 (0.7091)  loss_vfl_aux_0: 0.8116 (0.8353)  loss_vfl_aux_1: 0.7354 (0.7765)  loss_vfl_aux_2: 0.6912 (0.7377)  loss_vfl_aux_3: 0.6938 (0.7200)  loss_vfl_aux_4: 0.6894 (0.7120)  loss_vfl_aux_5: 0.7924 (0.8096)  loss_vfl_dn_0: 0.4625 (0.4674)  loss_vfl_dn_1: 0.4031 (0.4056)  loss_vfl_dn_2: 0.3853 (0.3890)  loss_vfl_dn_3: 0.3797 (0.3814)  loss_vfl_dn_4: 0.3745 (0.3786)  loss_vfl_dn_5: 0.3739 (0.3779)  time: 0.4596  data: 0.0139  max mem: 5654
Epoch: [21]  [4700/7393]  eta: 0:21:36  lr: 0.000010  loss: 17.5150 (17.0256)  loss_bbox: 0.1514 (0.1669)  loss_bbox_aux_0: 0.1785 (0.1800)  loss_bbox_aux_1: 0.1717 (0.1722)  loss_bbox_aux_2: 0.1619 (0.1692)  loss_bbox_aux_3: 0.1508 (0.1675)  loss_bbox_aux_4: 0.1482 (0.1670)  loss_bbox_aux_5: 0.2130 (0.2208)  loss_bbox_dn_0: 0.2673 (0.2999)  loss_bbox_dn_1: 0.1992 (0.2300)  loss_bbox_dn_2: 0.1817 (0.2083)  loss_bbox_dn_3: 0.1777 (0.2010)  loss_bbox_dn_4: 0.1762 (0.1995)  loss_bbox_dn_5: 0.1762 (0.1995)  loss_giou: 0.5078 (0.5029)  loss_giou_aux_0: 0.5354 (0.5272)  loss_giou_aux_1: 0.5301 (0.5125)  loss_giou_aux_2: 0.5186 (0.5074)  loss_giou_aux_3: 0.5138 (0.5043)  loss_giou_aux_4: 0.5078 (0.5032)  loss_giou_aux_5: 0.6115 (0.5988)  loss_giou_dn_0: 0.6548 (0.6252)  loss_giou_dn_1: 0.5482 (0.5208)  loss_giou_dn_2: 0.5166 (0.4927)  loss_giou_dn_3: 0.5100 (0.4840)  loss_giou_dn_4: 0.5061 (0.4820)  loss_giou_dn_5: 0.5063 (0.4822)  loss_vfl: 0.6976 (0.7091)  loss_vfl_aux_0: 0.8318 (0.8355)  loss_vfl_aux_1: 0.7810 (0.7766)  loss_vfl_aux_2: 0.7280 (0.7378)  loss_vfl_aux_3: 0.7095 (0.7200)  loss_vfl_aux_4: 0.7047 (0.7120)  loss_vfl_aux_5: 0.7844 (0.8096)  loss_vfl_dn_0: 0.4702 (0.4674)  loss_vfl_dn_1: 0.4135 (0.4056)  loss_vfl_dn_2: 0.3973 (0.3890)  loss_vfl_dn_3: 0.3901 (0.3814)  loss_vfl_dn_4: 0.3855 (0.3786)  loss_vfl_dn_5: 0.3840 (0.3779)  time: 0.4720  data: 0.0145  max mem: 5654
Epoch: [21]  [4800/7393]  eta: 0:20:47  lr: 0.000010  loss: 17.5792 (17.0378)  loss_bbox: 0.1671 (0.1670)  loss_bbox_aux_0: 0.1952 (0.1801)  loss_bbox_aux_1: 0.1619 (0.1721)  loss_bbox_aux_2: 0.1630 (0.1693)  loss_bbox_aux_3: 0.1641 (0.1675)  loss_bbox_aux_4: 0.1620 (0.1670)  loss_bbox_aux_5: 0.2253 (0.2207)  loss_bbox_dn_0: 0.2956 (0.3000)  loss_bbox_dn_1: 0.2175 (0.2301)  loss_bbox_dn_2: 0.1952 (0.2084)  loss_bbox_dn_3: 0.1880 (0.2012)  loss_bbox_dn_4: 0.1839 (0.1996)  loss_bbox_dn_5: 0.1838 (0.1996)  loss_giou: 0.5333 (0.5034)  loss_giou_aux_0: 0.5523 (0.5278)  loss_giou_aux_1: 0.5311 (0.5129)  loss_giou_aux_2: 0.5202 (0.5079)  loss_giou_aux_3: 0.5297 (0.5047)  loss_giou_aux_4: 0.5312 (0.5036)  loss_giou_aux_5: 0.6064 (0.5992)  loss_giou_dn_0: 0.6480 (0.6256)  loss_giou_dn_1: 0.5563 (0.5211)  loss_giou_dn_2: 0.5285 (0.4930)  loss_giou_dn_3: 0.5150 (0.4844)  loss_giou_dn_4: 0.5122 (0.4824)  loss_giou_dn_5: 0.5125 (0.4826)  loss_vfl: 0.6953 (0.7096)  loss_vfl_aux_0: 0.8605 (0.8361)  loss_vfl_aux_1: 0.8464 (0.7787)  loss_vfl_aux_2: 0.7715 (0.7388)  loss_vfl_aux_3: 0.7311 (0.7205)  loss_vfl_aux_4: 0.7028 (0.7125)  loss_vfl_aux_5: 0.8316 (0.8098)  loss_vfl_dn_0: 0.4629 (0.4674)  loss_vfl_dn_1: 0.4131 (0.4057)  loss_vfl_dn_2: 0.3925 (0.3891)  loss_vfl_dn_3: 0.3866 (0.3815)  loss_vfl_dn_4: 0.3835 (0.3787)  loss_vfl_dn_5: 0.3824 (0.3780)  time: 0.4740  data: 0.0142  max mem: 5654
Epoch: [21]  [4900/7393]  eta: 0:20:01  lr: 0.000010  loss: 17.5465 (17.0466)  loss_bbox: 0.1724 (0.1671)  loss_bbox_aux_0: 0.1819 (0.1802)  loss_bbox_aux_1: 0.1641 (0.1722)  loss_bbox_aux_2: 0.1660 (0.1694)  loss_bbox_aux_3: 0.1662 (0.1677)  loss_bbox_aux_4: 0.1754 (0.1671)  loss_bbox_aux_5: 0.2348 (0.2209)  loss_bbox_dn_0: 0.3426 (0.3004)  loss_bbox_dn_1: 0.2509 (0.2304)  loss_bbox_dn_2: 0.2215 (0.2087)  loss_bbox_dn_3: 0.2114 (0.2014)  loss_bbox_dn_4: 0.2079 (0.1999)  loss_bbox_dn_5: 0.2080 (0.1999)  loss_giou: 0.4844 (0.5035)  loss_giou_aux_0: 0.5277 (0.5280)  loss_giou_aux_1: 0.5097 (0.5130)  loss_giou_aux_2: 0.5043 (0.5080)  loss_giou_aux_3: 0.4970 (0.5048)  loss_giou_aux_4: 0.4838 (0.5037)  loss_giou_aux_5: 0.5803 (0.5994)  loss_giou_dn_0: 0.6379 (0.6259)  loss_giou_dn_1: 0.5236 (0.5214)  loss_giou_dn_2: 0.4951 (0.4932)  loss_giou_dn_3: 0.4854 (0.4846)  loss_giou_dn_4: 0.4824 (0.4826)  loss_giou_dn_5: 0.4823 (0.4828)  loss_vfl: 0.7109 (0.7099)  loss_vfl_aux_0: 0.8750 (0.8367)  loss_vfl_aux_1: 0.8127 (0.7796)  loss_vfl_aux_2: 0.7419 (0.7394)  loss_vfl_aux_3: 0.7149 (0.7209)  loss_vfl_aux_4: 0.7096 (0.7129)  loss_vfl_aux_5: 0.8336 (0.8100)  loss_vfl_dn_0: 0.4703 (0.4675)  loss_vfl_dn_1: 0.4068 (0.4059)  loss_vfl_dn_2: 0.3903 (0.3892)  loss_vfl_dn_3: 0.3854 (0.3816)  loss_vfl_dn_4: 0.3820 (0.3788)  loss_vfl_dn_5: 0.3801 (0.3780)  time: 0.4684  data: 0.0143  max mem: 5654
Epoch: [21]  [5000/7393]  eta: 0:19:13  lr: 0.000010  loss: 16.9078 (17.0506)  loss_bbox: 0.1668 (0.1671)  loss_bbox_aux_0: 0.1737 (0.1802)  loss_bbox_aux_1: 0.1747 (0.1722)  loss_bbox_aux_2: 0.1705 (0.1694)  loss_bbox_aux_3: 0.1640 (0.1677)  loss_bbox_aux_4: 0.1657 (0.1671)  loss_bbox_aux_5: 0.2141 (0.2210)  loss_bbox_dn_0: 0.2929 (0.3003)  loss_bbox_dn_1: 0.2287 (0.2304)  loss_bbox_dn_2: 0.2086 (0.2087)  loss_bbox_dn_3: 0.2058 (0.2014)  loss_bbox_dn_4: 0.2048 (0.1998)  loss_bbox_dn_5: 0.2047 (0.1998)  loss_giou: 0.4589 (0.5036)  loss_giou_aux_0: 0.4673 (0.5282)  loss_giou_aux_1: 0.4602 (0.5132)  loss_giou_aux_2: 0.4536 (0.5082)  loss_giou_aux_3: 0.4500 (0.5050)  loss_giou_aux_4: 0.4558 (0.5039)  loss_giou_aux_5: 0.5567 (0.5996)  loss_giou_dn_0: 0.6122 (0.6260)  loss_giou_dn_1: 0.5074 (0.5215)  loss_giou_dn_2: 0.4692 (0.4934)  loss_giou_dn_3: 0.4614 (0.4848)  loss_giou_dn_4: 0.4608 (0.4827)  loss_giou_dn_5: 0.4618 (0.4829)  loss_vfl: 0.6996 (0.7101)  loss_vfl_aux_0: 0.8505 (0.8371)  loss_vfl_aux_1: 0.7963 (0.7800)  loss_vfl_aux_2: 0.7409 (0.7396)  loss_vfl_aux_3: 0.7213 (0.7211)  loss_vfl_aux_4: 0.6968 (0.7130)  loss_vfl_aux_5: 0.8290 (0.8101)  loss_vfl_dn_0: 0.4749 (0.4676)  loss_vfl_dn_1: 0.4128 (0.4059)  loss_vfl_dn_2: 0.3925 (0.3893)  loss_vfl_dn_3: 0.3838 (0.3817)  loss_vfl_dn_4: 0.3807 (0.3788)  loss_vfl_dn_5: 0.3797 (0.3781)  time: 0.4692  data: 0.0138  max mem: 5654
Epoch: [21]  [5100/7393]  eta: 0:18:24  lr: 0.000010  loss: 16.8851 (17.0459)  loss_bbox: 0.1535 (0.1670)  loss_bbox_aux_0: 0.1653 (0.1800)  loss_bbox_aux_1: 0.1599 (0.1721)  loss_bbox_aux_2: 0.1602 (0.1693)  loss_bbox_aux_3: 0.1531 (0.1675)  loss_bbox_aux_4: 0.1511 (0.1670)  loss_bbox_aux_5: 0.2195 (0.2208)  loss_bbox_dn_0: 0.2893 (0.3001)  loss_bbox_dn_1: 0.2064 (0.2302)  loss_bbox_dn_2: 0.1807 (0.2085)  loss_bbox_dn_3: 0.1776 (0.2012)  loss_bbox_dn_4: 0.1776 (0.1996)  loss_bbox_dn_5: 0.1773 (0.1996)  loss_giou: 0.4850 (0.5035)  loss_giou_aux_0: 0.4994 (0.5281)  loss_giou_aux_1: 0.4814 (0.5130)  loss_giou_aux_2: 0.4619 (0.5080)  loss_giou_aux_3: 0.4729 (0.5048)  loss_giou_aux_4: 0.4829 (0.5037)  loss_giou_aux_5: 0.5886 (0.5995)  loss_giou_dn_0: 0.6167 (0.6259)  loss_giou_dn_1: 0.5191 (0.5214)  loss_giou_dn_2: 0.4905 (0.4933)  loss_giou_dn_3: 0.4790 (0.4846)  loss_giou_dn_4: 0.4758 (0.4826)  loss_giou_dn_5: 0.4760 (0.4828)  loss_vfl: 0.7336 (0.7100)  loss_vfl_aux_0: 0.8788 (0.8371)  loss_vfl_aux_1: 0.7764 (0.7801)  loss_vfl_aux_2: 0.7538 (0.7395)  loss_vfl_aux_3: 0.7535 (0.7210)  loss_vfl_aux_4: 0.7321 (0.7129)  loss_vfl_aux_5: 0.7941 (0.8099)  loss_vfl_dn_0: 0.4676 (0.4676)  loss_vfl_dn_1: 0.4054 (0.4059)  loss_vfl_dn_2: 0.3887 (0.3893)  loss_vfl_dn_3: 0.3778 (0.3817)  loss_vfl_dn_4: 0.3761 (0.3788)  loss_vfl_dn_5: 0.3754 (0.3781)  time: 0.4735  data: 0.0142  max mem: 5654
Epoch: [21]  [5200/7393]  eta: 0:17:35  lr: 0.000010  loss: 17.1854 (17.0478)  loss_bbox: 0.1730 (0.1670)  loss_bbox_aux_0: 0.2012 (0.1801)  loss_bbox_aux_1: 0.1859 (0.1722)  loss_bbox_aux_2: 0.1836 (0.1694)  loss_bbox_aux_3: 0.1766 (0.1675)  loss_bbox_aux_4: 0.1729 (0.1670)  loss_bbox_aux_5: 0.2380 (0.2208)  loss_bbox_dn_0: 0.3173 (0.3002)  loss_bbox_dn_1: 0.2471 (0.2302)  loss_bbox_dn_2: 0.2216 (0.2085)  loss_bbox_dn_3: 0.2148 (0.2012)  loss_bbox_dn_4: 0.2157 (0.1997)  loss_bbox_dn_5: 0.2161 (0.1997)  loss_giou: 0.4641 (0.5035)  loss_giou_aux_0: 0.4733 (0.5281)  loss_giou_aux_1: 0.4671 (0.5130)  loss_giou_aux_2: 0.4644 (0.5080)  loss_giou_aux_3: 0.4607 (0.5047)  loss_giou_aux_4: 0.4643 (0.5037)  loss_giou_aux_5: 0.5529 (0.5996)  loss_giou_dn_0: 0.6126 (0.6260)  loss_giou_dn_1: 0.5046 (0.5214)  loss_giou_dn_2: 0.4671 (0.4933)  loss_giou_dn_3: 0.4577 (0.4847)  loss_giou_dn_4: 0.4569 (0.4826)  loss_giou_dn_5: 0.4569 (0.4828)  loss_vfl: 0.7372 (0.7101)  loss_vfl_aux_0: 0.8716 (0.8373)  loss_vfl_aux_1: 0.7885 (0.7802)  loss_vfl_aux_2: 0.7556 (0.7396)  loss_vfl_aux_3: 0.7356 (0.7212)  loss_vfl_aux_4: 0.7396 (0.7130)  loss_vfl_aux_5: 0.8266 (0.8100)  loss_vfl_dn_0: 0.4693 (0.4676)  loss_vfl_dn_1: 0.4081 (0.4059)  loss_vfl_dn_2: 0.3892 (0.3893)  loss_vfl_dn_3: 0.3818 (0.3817)  loss_vfl_dn_4: 0.3728 (0.3788)  loss_vfl_dn_5: 0.3723 (0.3781)  time: 0.4660  data: 0.0142  max mem: 5654
Epoch: [21]  [5300/7393]  eta: 0:16:47  lr: 0.000010  loss: 17.0034 (17.0500)  loss_bbox: 0.1798 (0.1670)  loss_bbox_aux_0: 0.1896 (0.1801)  loss_bbox_aux_1: 0.1890 (0.1722)  loss_bbox_aux_2: 0.1827 (0.1694)  loss_bbox_aux_3: 0.1762 (0.1675)  loss_bbox_aux_4: 0.1854 (0.1670)  loss_bbox_aux_5: 0.2329 (0.2208)  loss_bbox_dn_0: 0.3210 (0.3003)  loss_bbox_dn_1: 0.2441 (0.2303)  loss_bbox_dn_2: 0.2202 (0.2086)  loss_bbox_dn_3: 0.2177 (0.2012)  loss_bbox_dn_4: 0.2172 (0.1997)  loss_bbox_dn_5: 0.2173 (0.1997)  loss_giou: 0.4539 (0.5034)  loss_giou_aux_0: 0.4698 (0.5280)  loss_giou_aux_1: 0.4671 (0.5131)  loss_giou_aux_2: 0.4717 (0.5080)  loss_giou_aux_3: 0.4551 (0.5047)  loss_giou_aux_4: 0.4528 (0.5036)  loss_giou_aux_5: 0.5258 (0.5995)  loss_giou_dn_0: 0.6124 (0.6261)  loss_giou_dn_1: 0.5099 (0.5215)  loss_giou_dn_2: 0.4795 (0.4934)  loss_giou_dn_3: 0.4690 (0.4847)  loss_giou_dn_4: 0.4669 (0.4827)  loss_giou_dn_5: 0.4667 (0.4829)  loss_vfl: 0.7261 (0.7103)  loss_vfl_aux_0: 0.8568 (0.8375)  loss_vfl_aux_1: 0.7873 (0.7804)  loss_vfl_aux_2: 0.7513 (0.7398)  loss_vfl_aux_3: 0.7386 (0.7215)  loss_vfl_aux_4: 0.7233 (0.7133)  loss_vfl_aux_5: 0.8079 (0.8101)  loss_vfl_dn_0: 0.4594 (0.4676)  loss_vfl_dn_1: 0.4023 (0.4060)  loss_vfl_dn_2: 0.3872 (0.3893)  loss_vfl_dn_3: 0.3800 (0.3817)  loss_vfl_dn_4: 0.3775 (0.3789)  loss_vfl_dn_5: 0.3764 (0.3781)  time: 0.4843  data: 0.0140  max mem: 5654
Epoch: [21]  [5400/7393]  eta: 0:15:59  lr: 0.000010  loss: 16.7612 (17.0508)  loss_bbox: 0.1529 (0.1670)  loss_bbox_aux_0: 0.1613 (0.1801)  loss_bbox_aux_1: 0.1561 (0.1722)  loss_bbox_aux_2: 0.1500 (0.1694)  loss_bbox_aux_3: 0.1519 (0.1675)  loss_bbox_aux_4: 0.1513 (0.1670)  loss_bbox_aux_5: 0.2154 (0.2209)  loss_bbox_dn_0: 0.2900 (0.3003)  loss_bbox_dn_1: 0.2285 (0.2303)  loss_bbox_dn_2: 0.2117 (0.2085)  loss_bbox_dn_3: 0.2038 (0.2012)  loss_bbox_dn_4: 0.2037 (0.1997)  loss_bbox_dn_5: 0.2036 (0.1997)  loss_giou: 0.4491 (0.5035)  loss_giou_aux_0: 0.4667 (0.5282)  loss_giou_aux_1: 0.4704 (0.5132)  loss_giou_aux_2: 0.4676 (0.5082)  loss_giou_aux_3: 0.4625 (0.5048)  loss_giou_aux_4: 0.4528 (0.5038)  loss_giou_aux_5: 0.5652 (0.5998)  loss_giou_dn_0: 0.5936 (0.6261)  loss_giou_dn_1: 0.4871 (0.5216)  loss_giou_dn_2: 0.4636 (0.4934)  loss_giou_dn_3: 0.4541 (0.4848)  loss_giou_dn_4: 0.4518 (0.4828)  loss_giou_dn_5: 0.4518 (0.4830)  loss_vfl: 0.7398 (0.7104)  loss_vfl_aux_0: 0.8418 (0.8374)  loss_vfl_aux_1: 0.8082 (0.7804)  loss_vfl_aux_2: 0.7684 (0.7398)  loss_vfl_aux_3: 0.7481 (0.7215)  loss_vfl_aux_4: 0.7444 (0.7133)  loss_vfl_aux_5: 0.7968 (0.8099)  loss_vfl_dn_0: 0.4625 (0.4676)  loss_vfl_dn_1: 0.3937 (0.4059)  loss_vfl_dn_2: 0.3791 (0.3893)  loss_vfl_dn_3: 0.3699 (0.3817)  loss_vfl_dn_4: 0.3672 (0.3788)  loss_vfl_dn_5: 0.3662 (0.3781)  time: 0.4743  data: 0.0141  max mem: 5654
Epoch: [21]  [5500/7393]  eta: 0:15:10  lr: 0.000010  loss: 17.6134 (17.0494)  loss_bbox: 0.1634 (0.1670)  loss_bbox_aux_0: 0.1986 (0.1801)  loss_bbox_aux_1: 0.1794 (0.1722)  loss_bbox_aux_2: 0.1724 (0.1694)  loss_bbox_aux_3: 0.1639 (0.1675)  loss_bbox_aux_4: 0.1656 (0.1670)  loss_bbox_aux_5: 0.2487 (0.2209)  loss_bbox_dn_0: 0.3299 (0.3003)  loss_bbox_dn_1: 0.2501 (0.2302)  loss_bbox_dn_2: 0.2195 (0.2085)  loss_bbox_dn_3: 0.2139 (0.2012)  loss_bbox_dn_4: 0.2144 (0.1996)  loss_bbox_dn_5: 0.2145 (0.1996)  loss_giou: 0.4667 (0.5034)  loss_giou_aux_0: 0.5046 (0.5280)  loss_giou_aux_1: 0.4864 (0.5131)  loss_giou_aux_2: 0.4792 (0.5080)  loss_giou_aux_3: 0.4709 (0.5047)  loss_giou_aux_4: 0.4693 (0.5036)  loss_giou_aux_5: 0.5630 (0.5996)  loss_giou_dn_0: 0.6305 (0.6260)  loss_giou_dn_1: 0.5179 (0.5215)  loss_giou_dn_2: 0.4859 (0.4933)  loss_giou_dn_3: 0.4813 (0.4847)  loss_giou_dn_4: 0.4806 (0.4827)  loss_giou_dn_5: 0.4808 (0.4829)  loss_vfl: 0.7404 (0.7104)  loss_vfl_aux_0: 0.8594 (0.8375)  loss_vfl_aux_1: 0.7957 (0.7804)  loss_vfl_aux_2: 0.7440 (0.7399)  loss_vfl_aux_3: 0.7426 (0.7216)  loss_vfl_aux_4: 0.7404 (0.7134)  loss_vfl_aux_5: 0.7959 (0.8100)  loss_vfl_dn_0: 0.4642 (0.4677)  loss_vfl_dn_1: 0.4086 (0.4059)  loss_vfl_dn_2: 0.3906 (0.3893)  loss_vfl_dn_3: 0.3792 (0.3817)  loss_vfl_dn_4: 0.3772 (0.3788)  loss_vfl_dn_5: 0.3755 (0.3781)  time: 0.4759  data: 0.0140  max mem: 5654
Epoch: [21]  [5600/7393]  eta: 0:14:22  lr: 0.000010  loss: 17.3242 (17.0515)  loss_bbox: 0.1609 (0.1669)  loss_bbox_aux_0: 0.1766 (0.1801)  loss_bbox_aux_1: 0.1690 (0.1722)  loss_bbox_aux_2: 0.1664 (0.1694)  loss_bbox_aux_3: 0.1603 (0.1675)  loss_bbox_aux_4: 0.1609 (0.1669)  loss_bbox_aux_5: 0.2191 (0.2209)  loss_bbox_dn_0: 0.3154 (0.3004)  loss_bbox_dn_1: 0.2347 (0.2303)  loss_bbox_dn_2: 0.2109 (0.2086)  loss_bbox_dn_3: 0.2009 (0.2012)  loss_bbox_dn_4: 0.1974 (0.1997)  loss_bbox_dn_5: 0.1974 (0.1997)  loss_giou: 0.4957 (0.5035)  loss_giou_aux_0: 0.5281 (0.5281)  loss_giou_aux_1: 0.5202 (0.5132)  loss_giou_aux_2: 0.4999 (0.5081)  loss_giou_aux_3: 0.4995 (0.5047)  loss_giou_aux_4: 0.5024 (0.5037)  loss_giou_aux_5: 0.5853 (0.5996)  loss_giou_dn_0: 0.6185 (0.6261)  loss_giou_dn_1: 0.5256 (0.5215)  loss_giou_dn_2: 0.4973 (0.4933)  loss_giou_dn_3: 0.4817 (0.4847)  loss_giou_dn_4: 0.4771 (0.4827)  loss_giou_dn_5: 0.4772 (0.4829)  loss_vfl: 0.7142 (0.7105)  loss_vfl_aux_0: 0.8288 (0.8376)  loss_vfl_aux_1: 0.7950 (0.7804)  loss_vfl_aux_2: 0.7432 (0.7400)  loss_vfl_aux_3: 0.7335 (0.7217)  loss_vfl_aux_4: 0.7298 (0.7135)  loss_vfl_aux_5: 0.8169 (0.8099)  loss_vfl_dn_0: 0.4745 (0.4677)  loss_vfl_dn_1: 0.4039 (0.4060)  loss_vfl_dn_2: 0.3887 (0.3893)  loss_vfl_dn_3: 0.3791 (0.3817)  loss_vfl_dn_4: 0.3779 (0.3789)  loss_vfl_dn_5: 0.3769 (0.3781)  time: 0.4707  data: 0.0144  max mem: 5654
Epoch: [21]  [5700/7393]  eta: 0:13:33  lr: 0.000010  loss: 17.3499 (17.0510)  loss_bbox: 0.1796 (0.1670)  loss_bbox_aux_0: 0.1973 (0.1801)  loss_bbox_aux_1: 0.1856 (0.1722)  loss_bbox_aux_2: 0.1859 (0.1694)  loss_bbox_aux_3: 0.1848 (0.1675)  loss_bbox_aux_4: 0.1745 (0.1669)  loss_bbox_aux_5: 0.2295 (0.2209)  loss_bbox_dn_0: 0.3058 (0.3003)  loss_bbox_dn_1: 0.2300 (0.2303)  loss_bbox_dn_2: 0.2164 (0.2085)  loss_bbox_dn_3: 0.2076 (0.2011)  loss_bbox_dn_4: 0.2047 (0.1996)  loss_bbox_dn_5: 0.2044 (0.1996)  loss_giou: 0.5094 (0.5036)  loss_giou_aux_0: 0.5166 (0.5282)  loss_giou_aux_1: 0.5149 (0.5133)  loss_giou_aux_2: 0.5016 (0.5082)  loss_giou_aux_3: 0.4978 (0.5049)  loss_giou_aux_4: 0.5006 (0.5038)  loss_giou_aux_5: 0.6086 (0.5997)  loss_giou_dn_0: 0.6206 (0.6261)  loss_giou_dn_1: 0.5153 (0.5215)  loss_giou_dn_2: 0.4820 (0.4934)  loss_giou_dn_3: 0.4767 (0.4847)  loss_giou_dn_4: 0.4757 (0.4827)  loss_giou_dn_5: 0.4758 (0.4829)  loss_vfl: 0.6888 (0.7104)  loss_vfl_aux_0: 0.8195 (0.8376)  loss_vfl_aux_1: 0.7607 (0.7805)  loss_vfl_aux_2: 0.7192 (0.7399)  loss_vfl_aux_3: 0.6908 (0.7214)  loss_vfl_aux_4: 0.6975 (0.7134)  loss_vfl_aux_5: 0.7841 (0.8099)  loss_vfl_dn_0: 0.4590 (0.4677)  loss_vfl_dn_1: 0.4016 (0.4059)  loss_vfl_dn_2: 0.3841 (0.3893)  loss_vfl_dn_3: 0.3780 (0.3817)  loss_vfl_dn_4: 0.3752 (0.3788)  loss_vfl_dn_5: 0.3764 (0.3781)  time: 0.4732  data: 0.0140  max mem: 5654
Epoch: [21]  [5800/7393]  eta: 0:12:45  lr: 0.000010  loss: 16.5751 (17.0523)  loss_bbox: 0.1472 (0.1670)  loss_bbox_aux_0: 0.1555 (0.1801)  loss_bbox_aux_1: 0.1487 (0.1722)  loss_bbox_aux_2: 0.1580 (0.1694)  loss_bbox_aux_3: 0.1449 (0.1675)  loss_bbox_aux_4: 0.1473 (0.1669)  loss_bbox_aux_5: 0.2012 (0.2209)  loss_bbox_dn_0: 0.2561 (0.3003)  loss_bbox_dn_1: 0.1961 (0.2302)  loss_bbox_dn_2: 0.1823 (0.2085)  loss_bbox_dn_3: 0.1800 (0.2011)  loss_bbox_dn_4: 0.1774 (0.1996)  loss_bbox_dn_5: 0.1775 (0.1996)  loss_giou: 0.4977 (0.5038)  loss_giou_aux_0: 0.5134 (0.5283)  loss_giou_aux_1: 0.4989 (0.5134)  loss_giou_aux_2: 0.4982 (0.5083)  loss_giou_aux_3: 0.4999 (0.5050)  loss_giou_aux_4: 0.4978 (0.5040)  loss_giou_aux_5: 0.5829 (0.5998)  loss_giou_dn_0: 0.6138 (0.6262)  loss_giou_dn_1: 0.5172 (0.5216)  loss_giou_dn_2: 0.4850 (0.4934)  loss_giou_dn_3: 0.4798 (0.4848)  loss_giou_dn_4: 0.4777 (0.4828)  loss_giou_dn_5: 0.4775 (0.4829)  loss_vfl: 0.6666 (0.7104)  loss_vfl_aux_0: 0.8463 (0.8377)  loss_vfl_aux_1: 0.7662 (0.7805)  loss_vfl_aux_2: 0.7129 (0.7399)  loss_vfl_aux_3: 0.6931 (0.7215)  loss_vfl_aux_4: 0.6837 (0.7134)  loss_vfl_aux_5: 0.7878 (0.8099)  loss_vfl_dn_0: 0.4574 (0.4677)  loss_vfl_dn_1: 0.4071 (0.4060)  loss_vfl_dn_2: 0.3872 (0.3893)  loss_vfl_dn_3: 0.3783 (0.3817)  loss_vfl_dn_4: 0.3764 (0.3789)  loss_vfl_dn_5: 0.3756 (0.3781)  time: 0.4610  data: 0.0138  max mem: 5654
Epoch: [21]  [5900/7393]  eta: 0:11:58  lr: 0.000010  loss: 16.4770 (17.0495)  loss_bbox: 0.1527 (0.1668)  loss_bbox_aux_0: 0.1646 (0.1799)  loss_bbox_aux_1: 0.1561 (0.1720)  loss_bbox_aux_2: 0.1528 (0.1692)  loss_bbox_aux_3: 0.1516 (0.1674)  loss_bbox_aux_4: 0.1541 (0.1668)  loss_bbox_aux_5: 0.2108 (0.2207)  loss_bbox_dn_0: 0.2809 (0.3001)  loss_bbox_dn_1: 0.2111 (0.2301)  loss_bbox_dn_2: 0.1953 (0.2083)  loss_bbox_dn_3: 0.1817 (0.2010)  loss_bbox_dn_4: 0.1777 (0.1995)  loss_bbox_dn_5: 0.1777 (0.1995)  loss_giou: 0.4784 (0.5038)  loss_giou_aux_0: 0.5112 (0.5284)  loss_giou_aux_1: 0.5149 (0.5134)  loss_giou_aux_2: 0.4933 (0.5083)  loss_giou_aux_3: 0.4912 (0.5050)  loss_giou_aux_4: 0.4797 (0.5039)  loss_giou_aux_5: 0.5957 (0.5998)  loss_giou_dn_0: 0.5963 (0.6261)  loss_giou_dn_1: 0.4936 (0.5215)  loss_giou_dn_2: 0.4633 (0.4934)  loss_giou_dn_3: 0.4602 (0.4847)  loss_giou_dn_4: 0.4592 (0.4827)  loss_giou_dn_5: 0.4594 (0.4829)  loss_vfl: 0.6818 (0.7103)  loss_vfl_aux_0: 0.8051 (0.8375)  loss_vfl_aux_1: 0.7454 (0.7804)  loss_vfl_aux_2: 0.7034 (0.7398)  loss_vfl_aux_3: 0.6888 (0.7214)  loss_vfl_aux_4: 0.6762 (0.7134)  loss_vfl_aux_5: 0.7870 (0.8097)  loss_vfl_dn_0: 0.4589 (0.4677)  loss_vfl_dn_1: 0.4025 (0.4059)  loss_vfl_dn_2: 0.3855 (0.3893)  loss_vfl_dn_3: 0.3798 (0.3817)  loss_vfl_dn_4: 0.3760 (0.3789)  loss_vfl_dn_5: 0.3785 (0.3781)  time: 0.7325  data: 0.0144  max mem: 5654
Epoch: [21]  [6000/7393]  eta: 0:11:10  lr: 0.000010  loss: 16.5721 (17.0427)  loss_bbox: 0.1584 (0.1668)  loss_bbox_aux_0: 0.1707 (0.1799)  loss_bbox_aux_1: 0.1624 (0.1720)  loss_bbox_aux_2: 0.1651 (0.1692)  loss_bbox_aux_3: 0.1595 (0.1674)  loss_bbox_aux_4: 0.1593 (0.1667)  loss_bbox_aux_5: 0.2156 (0.2207)  loss_bbox_dn_0: 0.2780 (0.3001)  loss_bbox_dn_1: 0.2162 (0.2301)  loss_bbox_dn_2: 0.1799 (0.2083)  loss_bbox_dn_3: 0.1726 (0.2010)  loss_bbox_dn_4: 0.1711 (0.1994)  loss_bbox_dn_5: 0.1711 (0.1994)  loss_giou: 0.4484 (0.5033)  loss_giou_aux_0: 0.4833 (0.5279)  loss_giou_aux_1: 0.4641 (0.5129)  loss_giou_aux_2: 0.4605 (0.5079)  loss_giou_aux_3: 0.4516 (0.5045)  loss_giou_aux_4: 0.4516 (0.5035)  loss_giou_aux_5: 0.5445 (0.5994)  loss_giou_dn_0: 0.6111 (0.6257)  loss_giou_dn_1: 0.4947 (0.5211)  loss_giou_dn_2: 0.4629 (0.4929)  loss_giou_dn_3: 0.4544 (0.4843)  loss_giou_dn_4: 0.4527 (0.4823)  loss_giou_dn_5: 0.4526 (0.4825)  loss_vfl: 0.6816 (0.7103)  loss_vfl_aux_0: 0.8021 (0.8376)  loss_vfl_aux_1: 0.7584 (0.7803)  loss_vfl_aux_2: 0.7123 (0.7397)  loss_vfl_aux_3: 0.6855 (0.7213)  loss_vfl_aux_4: 0.6678 (0.7133)  loss_vfl_aux_5: 0.8070 (0.8098)  loss_vfl_dn_0: 0.4628 (0.4677)  loss_vfl_dn_1: 0.4036 (0.4059)  loss_vfl_dn_2: 0.3872 (0.3893)  loss_vfl_dn_3: 0.3836 (0.3817)  loss_vfl_dn_4: 0.3798 (0.3788)  loss_vfl_dn_5: 0.3771 (0.3781)  time: 0.4725  data: 0.0145  max mem: 5654
Epoch: [21]  [6100/7393]  eta: 0:10:22  lr: 0.000010  loss: 17.2782 (17.0458)  loss_bbox: 0.1746 (0.1668)  loss_bbox_aux_0: 0.1821 (0.1798)  loss_bbox_aux_1: 0.1742 (0.1719)  loss_bbox_aux_2: 0.1774 (0.1692)  loss_bbox_aux_3: 0.1719 (0.1674)  loss_bbox_aux_4: 0.1773 (0.1668)  loss_bbox_aux_5: 0.2114 (0.2206)  loss_bbox_dn_0: 0.2640 (0.2999)  loss_bbox_dn_1: 0.2053 (0.2300)  loss_bbox_dn_2: 0.1915 (0.2082)  loss_bbox_dn_3: 0.1905 (0.2009)  loss_bbox_dn_4: 0.1912 (0.1994)  loss_bbox_dn_5: 0.1913 (0.1994)  loss_giou: 0.5304 (0.5038)  loss_giou_aux_0: 0.5513 (0.5283)  loss_giou_aux_1: 0.5294 (0.5133)  loss_giou_aux_2: 0.5232 (0.5083)  loss_giou_aux_3: 0.5331 (0.5050)  loss_giou_aux_4: 0.5306 (0.5040)  loss_giou_aux_5: 0.6156 (0.5997)  loss_giou_dn_0: 0.6028 (0.6259)  loss_giou_dn_1: 0.5020 (0.5213)  loss_giou_dn_2: 0.4735 (0.4932)  loss_giou_dn_3: 0.4621 (0.4846)  loss_giou_dn_4: 0.4600 (0.4826)  loss_giou_dn_5: 0.4603 (0.4827)  loss_vfl: 0.6843 (0.7102)  loss_vfl_aux_0: 0.8097 (0.8373)  loss_vfl_aux_1: 0.7704 (0.7802)  loss_vfl_aux_2: 0.7271 (0.7396)  loss_vfl_aux_3: 0.6966 (0.7212)  loss_vfl_aux_4: 0.6812 (0.7131)  loss_vfl_aux_5: 0.7955 (0.8098)  loss_vfl_dn_0: 0.4575 (0.4676)  loss_vfl_dn_1: 0.4071 (0.4059)  loss_vfl_dn_2: 0.3915 (0.3893)  loss_vfl_dn_3: 0.3832 (0.3817)  loss_vfl_dn_4: 0.3831 (0.3789)  loss_vfl_dn_5: 0.3823 (0.3782)  time: 0.4658  data: 0.0143  max mem: 5654
Epoch: [21]  [6200/7393]  eta: 0:09:33  lr: 0.000010  loss: 16.7765 (17.0427)  loss_bbox: 0.1653 (0.1668)  loss_bbox_aux_0: 0.1730 (0.1798)  loss_bbox_aux_1: 0.1721 (0.1719)  loss_bbox_aux_2: 0.1617 (0.1692)  loss_bbox_aux_3: 0.1629 (0.1673)  loss_bbox_aux_4: 0.1611 (0.1668)  loss_bbox_aux_5: 0.2107 (0.2205)  loss_bbox_dn_0: 0.2884 (0.3000)  loss_bbox_dn_1: 0.2205 (0.2300)  loss_bbox_dn_2: 0.2047 (0.2083)  loss_bbox_dn_3: 0.1996 (0.2010)  loss_bbox_dn_4: 0.1977 (0.1994)  loss_bbox_dn_5: 0.1976 (0.1994)  loss_giou: 0.4844 (0.5035)  loss_giou_aux_0: 0.5070 (0.5280)  loss_giou_aux_1: 0.4928 (0.5131)  loss_giou_aux_2: 0.4771 (0.5080)  loss_giou_aux_3: 0.4830 (0.5047)  loss_giou_aux_4: 0.4843 (0.5037)  loss_giou_aux_5: 0.5906 (0.5994)  loss_giou_dn_0: 0.6164 (0.6258)  loss_giou_dn_1: 0.5065 (0.5212)  loss_giou_dn_2: 0.4767 (0.4930)  loss_giou_dn_3: 0.4649 (0.4844)  loss_giou_dn_4: 0.4637 (0.4824)  loss_giou_dn_5: 0.4661 (0.4826)  loss_vfl: 0.7069 (0.7101)  loss_vfl_aux_0: 0.8158 (0.8374)  loss_vfl_aux_1: 0.7666 (0.7801)  loss_vfl_aux_2: 0.7479 (0.7396)  loss_vfl_aux_3: 0.6968 (0.7212)  loss_vfl_aux_4: 0.7079 (0.7131)  loss_vfl_aux_5: 0.7860 (0.8098)  loss_vfl_dn_0: 0.4611 (0.4676)  loss_vfl_dn_1: 0.3984 (0.4058)  loss_vfl_dn_2: 0.3856 (0.3892)  loss_vfl_dn_3: 0.3837 (0.3816)  loss_vfl_dn_4: 0.3819 (0.3788)  loss_vfl_dn_5: 0.3821 (0.3781)  time: 0.4630  data: 0.0137  max mem: 5654
Epoch: [21]  [6300/7393]  eta: 0:08:45  lr: 0.000010  loss: 16.9473 (17.0451)  loss_bbox: 0.1704 (0.1668)  loss_bbox_aux_0: 0.1740 (0.1798)  loss_bbox_aux_1: 0.1747 (0.1719)  loss_bbox_aux_2: 0.1742 (0.1692)  loss_bbox_aux_3: 0.1636 (0.1674)  loss_bbox_aux_4: 0.1659 (0.1668)  loss_bbox_aux_5: 0.2163 (0.2206)  loss_bbox_dn_0: 0.2794 (0.3000)  loss_bbox_dn_1: 0.2223 (0.2301)  loss_bbox_dn_2: 0.2041 (0.2083)  loss_bbox_dn_3: 0.1948 (0.2010)  loss_bbox_dn_4: 0.1940 (0.1995)  loss_bbox_dn_5: 0.1938 (0.1995)  loss_giou: 0.4752 (0.5036)  loss_giou_aux_0: 0.4958 (0.5281)  loss_giou_aux_1: 0.4895 (0.5132)  loss_giou_aux_2: 0.4748 (0.5081)  loss_giou_aux_3: 0.4626 (0.5048)  loss_giou_aux_4: 0.4600 (0.5038)  loss_giou_aux_5: 0.5704 (0.5995)  loss_giou_dn_0: 0.6212 (0.6258)  loss_giou_dn_1: 0.5234 (0.5213)  loss_giou_dn_2: 0.4926 (0.4931)  loss_giou_dn_3: 0.4823 (0.4845)  loss_giou_dn_4: 0.4783 (0.4825)  loss_giou_dn_5: 0.4781 (0.4827)  loss_vfl: 0.6962 (0.7103)  loss_vfl_aux_0: 0.8415 (0.8375)  loss_vfl_aux_1: 0.7452 (0.7801)  loss_vfl_aux_2: 0.7284 (0.7397)  loss_vfl_aux_3: 0.7194 (0.7213)  loss_vfl_aux_4: 0.6999 (0.7132)  loss_vfl_aux_5: 0.7901 (0.8100)  loss_vfl_dn_0: 0.4637 (0.4676)  loss_vfl_dn_1: 0.3988 (0.4059)  loss_vfl_dn_2: 0.3846 (0.3893)  loss_vfl_dn_3: 0.3749 (0.3817)  loss_vfl_dn_4: 0.3721 (0.3788)  loss_vfl_dn_5: 0.3691 (0.3781)  time: 0.4692  data: 0.0138  max mem: 5654
Epoch: [21]  [6400/7393]  eta: 0:07:58  lr: 0.000010  loss: 17.0741 (17.0491)  loss_bbox: 0.1612 (0.1669)  loss_bbox_aux_0: 0.1693 (0.1798)  loss_bbox_aux_1: 0.1736 (0.1720)  loss_bbox_aux_2: 0.1615 (0.1693)  loss_bbox_aux_3: 0.1597 (0.1674)  loss_bbox_aux_4: 0.1626 (0.1669)  loss_bbox_aux_5: 0.2089 (0.2206)  loss_bbox_dn_0: 0.2868 (0.3000)  loss_bbox_dn_1: 0.2118 (0.2301)  loss_bbox_dn_2: 0.1953 (0.2084)  loss_bbox_dn_3: 0.1914 (0.2010)  loss_bbox_dn_4: 0.1880 (0.1995)  loss_bbox_dn_5: 0.1880 (0.1995)  loss_giou: 0.4891 (0.5038)  loss_giou_aux_0: 0.5098 (0.5283)  loss_giou_aux_1: 0.4993 (0.5134)  loss_giou_aux_2: 0.4923 (0.5083)  loss_giou_aux_3: 0.4912 (0.5050)  loss_giou_aux_4: 0.4900 (0.5040)  loss_giou_aux_5: 0.5804 (0.5997)  loss_giou_dn_0: 0.6099 (0.6259)  loss_giou_dn_1: 0.5121 (0.5214)  loss_giou_dn_2: 0.4913 (0.4933)  loss_giou_dn_3: 0.4870 (0.4847)  loss_giou_dn_4: 0.4856 (0.4827)  loss_giou_dn_5: 0.4865 (0.4829)  loss_vfl: 0.7000 (0.7104)  loss_vfl_aux_0: 0.8009 (0.8376)  loss_vfl_aux_1: 0.7800 (0.7802)  loss_vfl_aux_2: 0.7317 (0.7398)  loss_vfl_aux_3: 0.7116 (0.7215)  loss_vfl_aux_4: 0.7042 (0.7134)  loss_vfl_aux_5: 0.7893 (0.8100)  loss_vfl_dn_0: 0.4573 (0.4675)  loss_vfl_dn_1: 0.3980 (0.4058)  loss_vfl_dn_2: 0.3833 (0.3892)  loss_vfl_dn_3: 0.3784 (0.3817)  loss_vfl_dn_4: 0.3776 (0.3788)  loss_vfl_dn_5: 0.3764 (0.3781)  time: 0.4842  data: 0.0149  max mem: 5654
Epoch: [21]  [6500/7393]  eta: 0:07:09  lr: 0.000010  loss: 17.3219 (17.0525)  loss_bbox: 0.1719 (0.1669)  loss_bbox_aux_0: 0.1779 (0.1799)  loss_bbox_aux_1: 0.1685 (0.1720)  loss_bbox_aux_2: 0.1768 (0.1693)  loss_bbox_aux_3: 0.1783 (0.1674)  loss_bbox_aux_4: 0.1745 (0.1669)  loss_bbox_aux_5: 0.2215 (0.2206)  loss_bbox_dn_0: 0.2839 (0.3000)  loss_bbox_dn_1: 0.2179 (0.2301)  loss_bbox_dn_2: 0.2000 (0.2084)  loss_bbox_dn_3: 0.1990 (0.2010)  loss_bbox_dn_4: 0.1968 (0.1995)  loss_bbox_dn_5: 0.1968 (0.1995)  loss_giou: 0.5450 (0.5040)  loss_giou_aux_0: 0.5599 (0.5285)  loss_giou_aux_1: 0.5352 (0.5136)  loss_giou_aux_2: 0.5419 (0.5085)  loss_giou_aux_3: 0.5468 (0.5052)  loss_giou_aux_4: 0.5442 (0.5042)  loss_giou_aux_5: 0.6217 (0.5999)  loss_giou_dn_0: 0.6199 (0.6260)  loss_giou_dn_1: 0.5220 (0.5215)  loss_giou_dn_2: 0.4975 (0.4934)  loss_giou_dn_3: 0.4875 (0.4848)  loss_giou_dn_4: 0.4850 (0.4828)  loss_giou_dn_5: 0.4853 (0.4830)  loss_vfl: 0.7018 (0.7107)  loss_vfl_aux_0: 0.8536 (0.8378)  loss_vfl_aux_1: 0.7631 (0.7804)  loss_vfl_aux_2: 0.7205 (0.7401)  loss_vfl_aux_3: 0.7085 (0.7217)  loss_vfl_aux_4: 0.7050 (0.7137)  loss_vfl_aux_5: 0.7955 (0.8101)  loss_vfl_dn_0: 0.4663 (0.4675)  loss_vfl_dn_1: 0.4063 (0.4058)  loss_vfl_dn_2: 0.3907 (0.3893)  loss_vfl_dn_3: 0.3846 (0.3817)  loss_vfl_dn_4: 0.3814 (0.3788)  loss_vfl_dn_5: 0.3806 (0.3781)  time: 0.4871  data: 0.0138  max mem: 5654
Epoch: [21]  [6600/7393]  eta: 0:06:21  lr: 0.000010  loss: 17.5716 (17.0502)  loss_bbox: 0.1609 (0.1668)  loss_bbox_aux_0: 0.1765 (0.1798)  loss_bbox_aux_1: 0.1681 (0.1719)  loss_bbox_aux_2: 0.1536 (0.1692)  loss_bbox_aux_3: 0.1640 (0.1673)  loss_bbox_aux_4: 0.1606 (0.1668)  loss_bbox_aux_5: 0.1971 (0.2206)  loss_bbox_dn_0: 0.2712 (0.2998)  loss_bbox_dn_1: 0.2005 (0.2299)  loss_bbox_dn_2: 0.1886 (0.2082)  loss_bbox_dn_3: 0.1849 (0.2009)  loss_bbox_dn_4: 0.1842 (0.1994)  loss_bbox_dn_5: 0.1841 (0.1994)  loss_giou: 0.4536 (0.5040)  loss_giou_aux_0: 0.4811 (0.5285)  loss_giou_aux_1: 0.4687 (0.5136)  loss_giou_aux_2: 0.4621 (0.5085)  loss_giou_aux_3: 0.4581 (0.5052)  loss_giou_aux_4: 0.4532 (0.5042)  loss_giou_aux_5: 0.5411 (0.6000)  loss_giou_dn_0: 0.6114 (0.6260)  loss_giou_dn_1: 0.4984 (0.5216)  loss_giou_dn_2: 0.4646 (0.4934)  loss_giou_dn_3: 0.4570 (0.4849)  loss_giou_dn_4: 0.4539 (0.4829)  loss_giou_dn_5: 0.4538 (0.4830)  loss_vfl: 0.7088 (0.7105)  loss_vfl_aux_0: 0.8291 (0.8376)  loss_vfl_aux_1: 0.7637 (0.7802)  loss_vfl_aux_2: 0.7420 (0.7400)  loss_vfl_aux_3: 0.7063 (0.7216)  loss_vfl_aux_4: 0.7123 (0.7135)  loss_vfl_aux_5: 0.8000 (0.8099)  loss_vfl_dn_0: 0.4704 (0.4675)  loss_vfl_dn_1: 0.4113 (0.4058)  loss_vfl_dn_2: 0.3935 (0.3892)  loss_vfl_dn_3: 0.3856 (0.3816)  loss_vfl_dn_4: 0.3817 (0.3788)  loss_vfl_dn_5: 0.3795 (0.3781)  time: 0.4691  data: 0.0145  max mem: 5654
Epoch: [21]  [6700/7393]  eta: 0:05:33  lr: 0.000010  loss: 16.6031 (17.0499)  loss_bbox: 0.1553 (0.1668)  loss_bbox_aux_0: 0.1696 (0.1798)  loss_bbox_aux_1: 0.1649 (0.1719)  loss_bbox_aux_2: 0.1583 (0.1692)  loss_bbox_aux_3: 0.1566 (0.1673)  loss_bbox_aux_4: 0.1550 (0.1668)  loss_bbox_aux_5: 0.2220 (0.2206)  loss_bbox_dn_0: 0.2870 (0.2998)  loss_bbox_dn_1: 0.2193 (0.2299)  loss_bbox_dn_2: 0.1903 (0.2082)  loss_bbox_dn_3: 0.1816 (0.2009)  loss_bbox_dn_4: 0.1789 (0.1994)  loss_bbox_dn_5: 0.1786 (0.1994)  loss_giou: 0.4923 (0.5039)  loss_giou_aux_0: 0.5016 (0.5284)  loss_giou_aux_1: 0.4980 (0.5135)  loss_giou_aux_2: 0.4850 (0.5084)  loss_giou_aux_3: 0.4857 (0.5050)  loss_giou_aux_4: 0.4883 (0.5041)  loss_giou_aux_5: 0.5861 (0.5998)  loss_giou_dn_0: 0.6077 (0.6260)  loss_giou_dn_1: 0.5029 (0.5215)  loss_giou_dn_2: 0.4721 (0.4934)  loss_giou_dn_3: 0.4684 (0.4848)  loss_giou_dn_4: 0.4670 (0.4828)  loss_giou_dn_5: 0.4671 (0.4829)  loss_vfl: 0.7375 (0.7108)  loss_vfl_aux_0: 0.8311 (0.8376)  loss_vfl_aux_1: 0.7743 (0.7803)  loss_vfl_aux_2: 0.7643 (0.7402)  loss_vfl_aux_3: 0.7354 (0.7219)  loss_vfl_aux_4: 0.7224 (0.7138)  loss_vfl_aux_5: 0.8065 (0.8100)  loss_vfl_dn_0: 0.4677 (0.4675)  loss_vfl_dn_1: 0.4031 (0.4058)  loss_vfl_dn_2: 0.3897 (0.3892)  loss_vfl_dn_3: 0.3824 (0.3816)  loss_vfl_dn_4: 0.3771 (0.3788)  loss_vfl_dn_5: 0.3791 (0.3781)  time: 0.4781  data: 0.0141  max mem: 5654
Epoch: [21]  [6800/7393]  eta: 0:04:45  lr: 0.000010  loss: 16.7600 (17.0496)  loss_bbox: 0.1428 (0.1668)  loss_bbox_aux_0: 0.1631 (0.1798)  loss_bbox_aux_1: 0.1565 (0.1720)  loss_bbox_aux_2: 0.1478 (0.1692)  loss_bbox_aux_3: 0.1473 (0.1674)  loss_bbox_aux_4: 0.1439 (0.1668)  loss_bbox_aux_5: 0.2021 (0.2206)  loss_bbox_dn_0: 0.2510 (0.2997)  loss_bbox_dn_1: 0.1986 (0.2299)  loss_bbox_dn_2: 0.1796 (0.2082)  loss_bbox_dn_3: 0.1715 (0.2009)  loss_bbox_dn_4: 0.1715 (0.1993)  loss_bbox_dn_5: 0.1713 (0.1993)  loss_giou: 0.5029 (0.5039)  loss_giou_aux_0: 0.5141 (0.5284)  loss_giou_aux_1: 0.5068 (0.5135)  loss_giou_aux_2: 0.4951 (0.5084)  loss_giou_aux_3: 0.4942 (0.5051)  loss_giou_aux_4: 0.4990 (0.5041)  loss_giou_aux_5: 0.6022 (0.5998)  loss_giou_dn_0: 0.6049 (0.6259)  loss_giou_dn_1: 0.5116 (0.5215)  loss_giou_dn_2: 0.4873 (0.4933)  loss_giou_dn_3: 0.4742 (0.4848)  loss_giou_dn_4: 0.4709 (0.4827)  loss_giou_dn_5: 0.4707 (0.4829)  loss_vfl: 0.6823 (0.7108)  loss_vfl_aux_0: 0.7890 (0.8375)  loss_vfl_aux_1: 0.7389 (0.7802)  loss_vfl_aux_2: 0.7202 (0.7402)  loss_vfl_aux_3: 0.7129 (0.7219)  loss_vfl_aux_4: 0.6906 (0.7138)  loss_vfl_aux_5: 0.7763 (0.8100)  loss_vfl_dn_0: 0.4617 (0.4675)  loss_vfl_dn_1: 0.4063 (0.4058)  loss_vfl_dn_2: 0.3901 (0.3892)  loss_vfl_dn_3: 0.3828 (0.3816)  loss_vfl_dn_4: 0.3794 (0.3788)  loss_vfl_dn_5: 0.3799 (0.3781)  time: 0.4579  data: 0.0141  max mem: 5654
Epoch: [21]  [6900/7393]  eta: 0:03:57  lr: 0.000010  loss: 16.9000 (17.0505)  loss_bbox: 0.1547 (0.1669)  loss_bbox_aux_0: 0.1751 (0.1798)  loss_bbox_aux_1: 0.1641 (0.1720)  loss_bbox_aux_2: 0.1641 (0.1693)  loss_bbox_aux_3: 0.1584 (0.1674)  loss_bbox_aux_4: 0.1559 (0.1669)  loss_bbox_aux_5: 0.2134 (0.2207)  loss_bbox_dn_0: 0.2750 (0.2996)  loss_bbox_dn_1: 0.2161 (0.2298)  loss_bbox_dn_2: 0.1941 (0.2081)  loss_bbox_dn_3: 0.1851 (0.2008)  loss_bbox_dn_4: 0.1828 (0.1993)  loss_bbox_dn_5: 0.1829 (0.1993)  loss_giou: 0.4501 (0.5040)  loss_giou_aux_0: 0.4822 (0.5286)  loss_giou_aux_1: 0.4669 (0.5136)  loss_giou_aux_2: 0.4590 (0.5085)  loss_giou_aux_3: 0.4492 (0.5051)  loss_giou_aux_4: 0.4488 (0.5042)  loss_giou_aux_5: 0.5511 (0.5999)  loss_giou_dn_0: 0.6153 (0.6260)  loss_giou_dn_1: 0.5026 (0.5215)  loss_giou_dn_2: 0.4695 (0.4934)  loss_giou_dn_3: 0.4601 (0.4848)  loss_giou_dn_4: 0.4566 (0.4828)  loss_giou_dn_5: 0.4569 (0.4830)  loss_vfl: 0.7079 (0.7109)  loss_vfl_aux_0: 0.7910 (0.8373)  loss_vfl_aux_1: 0.7468 (0.7800)  loss_vfl_aux_2: 0.7211 (0.7402)  loss_vfl_aux_3: 0.7048 (0.7219)  loss_vfl_aux_4: 0.7054 (0.7138)  loss_vfl_aux_5: 0.7805 (0.8099)  loss_vfl_dn_0: 0.4646 (0.4675)  loss_vfl_dn_1: 0.4047 (0.4058)  loss_vfl_dn_2: 0.3856 (0.3892)  loss_vfl_dn_3: 0.3775 (0.3816)  loss_vfl_dn_4: 0.3756 (0.3788)  loss_vfl_dn_5: 0.3731 (0.3781)  time: 0.4872  data: 0.0140  max mem: 5654
Epoch: [21]  [7000/7393]  eta: 0:03:09  lr: 0.000010  loss: 17.2418 (17.0508)  loss_bbox: 0.1669 (0.1668)  loss_bbox_aux_0: 0.1814 (0.1798)  loss_bbox_aux_1: 0.1722 (0.1720)  loss_bbox_aux_2: 0.1689 (0.1692)  loss_bbox_aux_3: 0.1626 (0.1673)  loss_bbox_aux_4: 0.1629 (0.1668)  loss_bbox_aux_5: 0.2113 (0.2206)  loss_bbox_dn_0: 0.2780 (0.2996)  loss_bbox_dn_1: 0.2170 (0.2298)  loss_bbox_dn_2: 0.1944 (0.2081)  loss_bbox_dn_3: 0.1823 (0.2008)  loss_bbox_dn_4: 0.1811 (0.1993)  loss_bbox_dn_5: 0.1810 (0.1993)  loss_giou: 0.5208 (0.5040)  loss_giou_aux_0: 0.5496 (0.5286)  loss_giou_aux_1: 0.5344 (0.5136)  loss_giou_aux_2: 0.5273 (0.5084)  loss_giou_aux_3: 0.5146 (0.5051)  loss_giou_aux_4: 0.5209 (0.5041)  loss_giou_aux_5: 0.6065 (0.5999)  loss_giou_dn_0: 0.6347 (0.6260)  loss_giou_dn_1: 0.5237 (0.5216)  loss_giou_dn_2: 0.5060 (0.4934)  loss_giou_dn_3: 0.4988 (0.4849)  loss_giou_dn_4: 0.4951 (0.4828)  loss_giou_dn_5: 0.4950 (0.4830)  loss_vfl: 0.7021 (0.7110)  loss_vfl_aux_0: 0.7992 (0.8374)  loss_vfl_aux_1: 0.7337 (0.7801)  loss_vfl_aux_2: 0.6987 (0.7403)  loss_vfl_aux_3: 0.7057 (0.7221)  loss_vfl_aux_4: 0.6966 (0.7140)  loss_vfl_aux_5: 0.7782 (0.8100)  loss_vfl_dn_0: 0.4640 (0.4675)  loss_vfl_dn_1: 0.4094 (0.4058)  loss_vfl_dn_2: 0.3972 (0.3892)  loss_vfl_dn_3: 0.3928 (0.3816)  loss_vfl_dn_4: 0.3832 (0.3788)  loss_vfl_dn_5: 0.3836 (0.3781)  time: 0.4702  data: 0.0146  max mem: 5654
Epoch: [21]  [7100/7393]  eta: 0:02:21  lr: 0.000010  loss: 17.5837 (17.0530)  loss_bbox: 0.1593 (0.1668)  loss_bbox_aux_0: 0.1744 (0.1798)  loss_bbox_aux_1: 0.1633 (0.1720)  loss_bbox_aux_2: 0.1567 (0.1692)  loss_bbox_aux_3: 0.1623 (0.1673)  loss_bbox_aux_4: 0.1593 (0.1668)  loss_bbox_aux_5: 0.2139 (0.2205)  loss_bbox_dn_0: 0.2760 (0.2997)  loss_bbox_dn_1: 0.2205 (0.2298)  loss_bbox_dn_2: 0.1954 (0.2081)  loss_bbox_dn_3: 0.1824 (0.2008)  loss_bbox_dn_4: 0.1839 (0.1993)  loss_bbox_dn_5: 0.1837 (0.1993)  loss_giou: 0.5256 (0.5041)  loss_giou_aux_0: 0.5566 (0.5287)  loss_giou_aux_1: 0.5328 (0.5137)  loss_giou_aux_2: 0.5327 (0.5085)  loss_giou_aux_3: 0.5358 (0.5052)  loss_giou_aux_4: 0.5247 (0.5042)  loss_giou_aux_5: 0.6219 (0.6000)  loss_giou_dn_0: 0.6485 (0.6261)  loss_giou_dn_1: 0.5462 (0.5217)  loss_giou_dn_2: 0.5112 (0.4936)  loss_giou_dn_3: 0.5056 (0.4850)  loss_giou_dn_4: 0.5029 (0.4830)  loss_giou_dn_5: 0.5029 (0.4831)  loss_vfl: 0.7144 (0.7111)  loss_vfl_aux_0: 0.8409 (0.8373)  loss_vfl_aux_1: 0.7863 (0.7801)  loss_vfl_aux_2: 0.7495 (0.7405)  loss_vfl_aux_3: 0.7386 (0.7222)  loss_vfl_aux_4: 0.7332 (0.7141)  loss_vfl_aux_5: 0.8143 (0.8101)  loss_vfl_dn_0: 0.4690 (0.4675)  loss_vfl_dn_1: 0.4138 (0.4058)  loss_vfl_dn_2: 0.4014 (0.3893)  loss_vfl_dn_3: 0.3989 (0.3817)  loss_vfl_dn_4: 0.3967 (0.3789)  loss_vfl_dn_5: 0.3946 (0.3781)  time: 0.4690  data: 0.0138  max mem: 5654
Epoch: [21]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 16.8086 (17.0532)  loss_bbox: 0.1634 (0.1668)  loss_bbox_aux_0: 0.1726 (0.1798)  loss_bbox_aux_1: 0.1634 (0.1720)  loss_bbox_aux_2: 0.1624 (0.1692)  loss_bbox_aux_3: 0.1644 (0.1674)  loss_bbox_aux_4: 0.1631 (0.1668)  loss_bbox_aux_5: 0.2130 (0.2206)  loss_bbox_dn_0: 0.2772 (0.2997)  loss_bbox_dn_1: 0.2299 (0.2299)  loss_bbox_dn_2: 0.2112 (0.2082)  loss_bbox_dn_3: 0.2046 (0.2009)  loss_bbox_dn_4: 0.2029 (0.1993)  loss_bbox_dn_5: 0.2033 (0.1993)  loss_giou: 0.4763 (0.5041)  loss_giou_aux_0: 0.5022 (0.5286)  loss_giou_aux_1: 0.4706 (0.5137)  loss_giou_aux_2: 0.4674 (0.5085)  loss_giou_aux_3: 0.4751 (0.5052)  loss_giou_aux_4: 0.4761 (0.5042)  loss_giou_aux_5: 0.5510 (0.6000)  loss_giou_dn_0: 0.5990 (0.6261)  loss_giou_dn_1: 0.4895 (0.5217)  loss_giou_dn_2: 0.4606 (0.4936)  loss_giou_dn_3: 0.4517 (0.4850)  loss_giou_dn_4: 0.4478 (0.4830)  loss_giou_dn_5: 0.4484 (0.4831)  loss_vfl: 0.6880 (0.7111)  loss_vfl_aux_0: 0.8232 (0.8374)  loss_vfl_aux_1: 0.7443 (0.7801)  loss_vfl_aux_2: 0.7286 (0.7406)  loss_vfl_aux_3: 0.6973 (0.7222)  loss_vfl_aux_4: 0.6929 (0.7141)  loss_vfl_aux_5: 0.8097 (0.8101)  loss_vfl_dn_0: 0.4695 (0.4675)  loss_vfl_dn_1: 0.4003 (0.4058)  loss_vfl_dn_2: 0.3812 (0.3892)  loss_vfl_dn_3: 0.3751 (0.3817)  loss_vfl_dn_4: 0.3730 (0.3788)  loss_vfl_dn_5: 0.3709 (0.3781)  time: 0.4633  data: 0.0142  max mem: 5654
Epoch: [21]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 17.1966 (17.0520)  loss_bbox: 0.1703 (0.1669)  loss_bbox_aux_0: 0.1820 (0.1798)  loss_bbox_aux_1: 0.1735 (0.1720)  loss_bbox_aux_2: 0.1816 (0.1693)  loss_bbox_aux_3: 0.1687 (0.1674)  loss_bbox_aux_4: 0.1704 (0.1669)  loss_bbox_aux_5: 0.2216 (0.2206)  loss_bbox_dn_0: 0.2778 (0.2997)  loss_bbox_dn_1: 0.2175 (0.2299)  loss_bbox_dn_2: 0.1981 (0.2082)  loss_bbox_dn_3: 0.1913 (0.2009)  loss_bbox_dn_4: 0.1892 (0.1994)  loss_bbox_dn_5: 0.1892 (0.1994)  loss_giou: 0.5101 (0.5040)  loss_giou_aux_0: 0.5296 (0.5285)  loss_giou_aux_1: 0.5176 (0.5136)  loss_giou_aux_2: 0.5089 (0.5084)  loss_giou_aux_3: 0.5136 (0.5051)  loss_giou_aux_4: 0.5081 (0.5041)  loss_giou_aux_5: 0.5963 (0.5998)  loss_giou_dn_0: 0.6182 (0.6260)  loss_giou_dn_1: 0.5141 (0.5216)  loss_giou_dn_2: 0.4867 (0.4935)  loss_giou_dn_3: 0.4819 (0.4849)  loss_giou_dn_4: 0.4799 (0.4829)  loss_giou_dn_5: 0.4800 (0.4831)  loss_vfl: 0.7110 (0.7110)  loss_vfl_aux_0: 0.8167 (0.8374)  loss_vfl_aux_1: 0.7441 (0.7800)  loss_vfl_aux_2: 0.7332 (0.7405)  loss_vfl_aux_3: 0.7209 (0.7221)  loss_vfl_aux_4: 0.7051 (0.7140)  loss_vfl_aux_5: 0.8167 (0.8101)  loss_vfl_dn_0: 0.4663 (0.4674)  loss_vfl_dn_1: 0.4050 (0.4058)  loss_vfl_dn_2: 0.3877 (0.3892)  loss_vfl_dn_3: 0.3804 (0.3817)  loss_vfl_dn_4: 0.3797 (0.3788)  loss_vfl_dn_5: 0.3789 (0.3781)  time: 0.4698  data: 0.0143  max mem: 5654
Epoch: [21]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 17.0630 (17.0494)  loss_bbox: 0.1624 (0.1668)  loss_bbox_aux_0: 0.1701 (0.1797)  loss_bbox_aux_1: 0.1750 (0.1719)  loss_bbox_aux_2: 0.1758 (0.1692)  loss_bbox_aux_3: 0.1683 (0.1673)  loss_bbox_aux_4: 0.1649 (0.1668)  loss_bbox_aux_5: 0.2168 (0.2205)  loss_bbox_dn_0: 0.3108 (0.2996)  loss_bbox_dn_1: 0.2229 (0.2298)  loss_bbox_dn_2: 0.1947 (0.2081)  loss_bbox_dn_3: 0.1848 (0.2008)  loss_bbox_dn_4: 0.1819 (0.1992)  loss_bbox_dn_5: 0.1818 (0.1992)  loss_giou: 0.4798 (0.5039)  loss_giou_aux_0: 0.4924 (0.5284)  loss_giou_aux_1: 0.4671 (0.5135)  loss_giou_aux_2: 0.4598 (0.5084)  loss_giou_aux_3: 0.4582 (0.5051)  loss_giou_aux_4: 0.4643 (0.5041)  loss_giou_aux_5: 0.5627 (0.5997)  loss_giou_dn_0: 0.6240 (0.6260)  loss_giou_dn_1: 0.5203 (0.5215)  loss_giou_dn_2: 0.4752 (0.4934)  loss_giou_dn_3: 0.4659 (0.4848)  loss_giou_dn_4: 0.4638 (0.4828)  loss_giou_dn_5: 0.4646 (0.4830)  loss_vfl: 0.7309 (0.7109)  loss_vfl_aux_0: 0.8700 (0.8374)  loss_vfl_aux_1: 0.7911 (0.7800)  loss_vfl_aux_2: 0.7852 (0.7405)  loss_vfl_aux_3: 0.7518 (0.7220)  loss_vfl_aux_4: 0.7223 (0.7139)  loss_vfl_aux_5: 0.8313 (0.8102)  loss_vfl_dn_0: 0.4667 (0.4674)  loss_vfl_dn_1: 0.4092 (0.4057)  loss_vfl_dn_2: 0.3982 (0.3892)  loss_vfl_dn_3: 0.3878 (0.3816)  loss_vfl_dn_4: 0.3827 (0.3788)  loss_vfl_dn_5: 0.3825 (0.3781)  time: 0.4618  data: 0.0137  max mem: 5654
Epoch: [21] Total time: 0:59:17 (0.4813 s / it)
Averaged stats: lr: 0.000010  loss: 17.0630 (17.0494)  loss_bbox: 0.1624 (0.1668)  loss_bbox_aux_0: 0.1701 (0.1797)  loss_bbox_aux_1: 0.1750 (0.1719)  loss_bbox_aux_2: 0.1758 (0.1692)  loss_bbox_aux_3: 0.1683 (0.1673)  loss_bbox_aux_4: 0.1649 (0.1668)  loss_bbox_aux_5: 0.2168 (0.2205)  loss_bbox_dn_0: 0.3108 (0.2996)  loss_bbox_dn_1: 0.2229 (0.2298)  loss_bbox_dn_2: 0.1947 (0.2081)  loss_bbox_dn_3: 0.1848 (0.2008)  loss_bbox_dn_4: 0.1819 (0.1992)  loss_bbox_dn_5: 0.1818 (0.1992)  loss_giou: 0.4798 (0.5039)  loss_giou_aux_0: 0.4924 (0.5284)  loss_giou_aux_1: 0.4671 (0.5135)  loss_giou_aux_2: 0.4598 (0.5084)  loss_giou_aux_3: 0.4582 (0.5051)  loss_giou_aux_4: 0.4643 (0.5041)  loss_giou_aux_5: 0.5627 (0.5997)  loss_giou_dn_0: 0.6240 (0.6260)  loss_giou_dn_1: 0.5203 (0.5215)  loss_giou_dn_2: 0.4752 (0.4934)  loss_giou_dn_3: 0.4659 (0.4848)  loss_giou_dn_4: 0.4638 (0.4828)  loss_giou_dn_5: 0.4646 (0.4830)  loss_vfl: 0.7309 (0.7109)  loss_vfl_aux_0: 0.8700 (0.8374)  loss_vfl_aux_1: 0.7911 (0.7800)  loss_vfl_aux_2: 0.7852 (0.7405)  loss_vfl_aux_3: 0.7518 (0.7220)  loss_vfl_aux_4: 0.7223 (0.7139)  loss_vfl_aux_5: 0.8313 (0.8102)  loss_vfl_dn_0: 0.4667 (0.4674)  loss_vfl_dn_1: 0.4092 (0.4057)  loss_vfl_dn_2: 0.3982 (0.3892)  loss_vfl_dn_3: 0.3878 (0.3816)  loss_vfl_dn_4: 0.3827 (0.3788)  loss_vfl_dn_5: 0.3825 (0.3781)
Test:  [  0/157]  eta: 0:04:08    time: 1.5849  data: 1.1724  max mem: 5654
Test:  [ 10/157]  eta: 0:01:14    time: 0.5043  data: 0.1295  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3977  data: 0.0254  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3938  data: 0.0257  max mem: 5654
Test:  [ 40/157]  eta: 0:01:06    time: 0.6927  data: 0.0262  max mem: 5654
Test:  [ 50/157]  eta: 0:00:57    time: 0.6921  data: 0.0260  max mem: 5654
Test:  [ 60/157]  eta: 0:00:49    time: 0.3897  data: 0.0250  max mem: 5654
Test:  [ 70/157]  eta: 0:00:42    time: 0.3890  data: 0.0270  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3929  data: 0.0274  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3941  data: 0.0253  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3835  data: 0.0250  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3849  data: 0.0251  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3833  data: 0.0254  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3833  data: 0.0256  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3799  data: 0.0250  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3661  data: 0.0248  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6389  data: 0.0242  max mem: 5654
Test: Total time: 0:01:13 (0.4696 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=31.98s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.508
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.688
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.553
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.328
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.554
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.688
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.381
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.636
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.708
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.530
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.753
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.884
best_stat:  {'epoch': 21, 'coco_eval_bbox': 0.5075087395851032}
Epoch: [22]  [   0/7393]  eta: 22:11:30  lr: 0.000010  loss: 16.2398 (16.2398)  loss_bbox: 0.1297 (0.1297)  loss_bbox_aux_0: 0.1482 (0.1482)  loss_bbox_aux_1: 0.1367 (0.1367)  loss_bbox_aux_2: 0.1290 (0.1290)  loss_bbox_aux_3: 0.1298 (0.1298)  loss_bbox_aux_4: 0.1282 (0.1282)  loss_bbox_aux_5: 0.1803 (0.1803)  loss_bbox_dn_0: 0.2207 (0.2207)  loss_bbox_dn_1: 0.1689 (0.1689)  loss_bbox_dn_2: 0.1504 (0.1504)  loss_bbox_dn_3: 0.1475 (0.1475)  loss_bbox_dn_4: 0.1472 (0.1472)  loss_bbox_dn_5: 0.1474 (0.1474)  loss_giou: 0.3953 (0.3953)  loss_giou_aux_0: 0.4382 (0.4382)  loss_giou_aux_1: 0.4096 (0.4096)  loss_giou_aux_2: 0.4072 (0.4072)  loss_giou_aux_3: 0.3980 (0.3980)  loss_giou_aux_4: 0.3942 (0.3942)  loss_giou_aux_5: 0.5221 (0.5221)  loss_giou_dn_0: 0.5653 (0.5653)  loss_giou_dn_1: 0.4735 (0.4735)  loss_giou_dn_2: 0.4489 (0.4489)  loss_giou_dn_3: 0.4448 (0.4448)  loss_giou_dn_4: 0.4447 (0.4447)  loss_giou_dn_5: 0.4449 (0.4449)  loss_vfl: 0.8098 (0.8098)  loss_vfl_aux_0: 0.9282 (0.9282)  loss_vfl_aux_1: 0.8822 (0.8822)  loss_vfl_aux_2: 0.8408 (0.8408)  loss_vfl_aux_3: 0.8290 (0.8290)  loss_vfl_aux_4: 0.8144 (0.8144)  loss_vfl_aux_5: 0.9074 (0.9074)  loss_vfl_dn_0: 0.4904 (0.4904)  loss_vfl_dn_1: 0.4135 (0.4135)  loss_vfl_dn_2: 0.4009 (0.4009)  loss_vfl_dn_3: 0.3944 (0.3944)  loss_vfl_dn_4: 0.3892 (0.3892)  loss_vfl_dn_5: 0.3890 (0.3890)  time: 10.8063  data: 1.5289  max mem: 5654
Epoch: [22]  [ 100/7393]  eta: 1:10:27  lr: 0.000010  loss: 16.8341 (16.8366)  loss_bbox: 0.1589 (0.1612)  loss_bbox_aux_0: 0.1657 (0.1741)  loss_bbox_aux_1: 0.1596 (0.1665)  loss_bbox_aux_2: 0.1548 (0.1641)  loss_bbox_aux_3: 0.1502 (0.1616)  loss_bbox_aux_4: 0.1540 (0.1608)  loss_bbox_aux_5: 0.2220 (0.2136)  loss_bbox_dn_0: 0.3016 (0.2862)  loss_bbox_dn_1: 0.2179 (0.2181)  loss_bbox_dn_2: 0.1957 (0.1975)  loss_bbox_dn_3: 0.1899 (0.1910)  loss_bbox_dn_4: 0.1872 (0.1897)  loss_bbox_dn_5: 0.1872 (0.1897)  loss_giou: 0.4722 (0.5072)  loss_giou_aux_0: 0.4848 (0.5343)  loss_giou_aux_1: 0.4811 (0.5171)  loss_giou_aux_2: 0.4790 (0.5128)  loss_giou_aux_3: 0.4730 (0.5094)  loss_giou_aux_4: 0.4714 (0.5076)  loss_giou_aux_5: 0.5586 (0.6005)  loss_giou_dn_0: 0.6058 (0.6246)  loss_giou_dn_1: 0.5176 (0.5194)  loss_giou_dn_2: 0.4923 (0.4912)  loss_giou_dn_3: 0.4888 (0.4829)  loss_giou_dn_4: 0.4857 (0.4812)  loss_giou_dn_5: 0.4854 (0.4813)  loss_vfl: 0.6970 (0.6963)  loss_vfl_aux_0: 0.8078 (0.8144)  loss_vfl_aux_1: 0.7575 (0.7616)  loss_vfl_aux_2: 0.7072 (0.7251)  loss_vfl_aux_3: 0.6979 (0.7075)  loss_vfl_aux_4: 0.7037 (0.6996)  loss_vfl_aux_5: 0.7925 (0.7951)  loss_vfl_dn_0: 0.4616 (0.4667)  loss_vfl_dn_1: 0.4022 (0.4045)  loss_vfl_dn_2: 0.3876 (0.3883)  loss_vfl_dn_3: 0.3767 (0.3800)  loss_vfl_dn_4: 0.3758 (0.3772)  loss_vfl_dn_5: 0.3755 (0.3767)  time: 0.4847  data: 0.0152  max mem: 5654
Epoch: [22]  [ 200/7393]  eta: 1:02:49  lr: 0.000010  loss: 16.7807 (16.8802)  loss_bbox: 0.1509 (0.1611)  loss_bbox_aux_0: 0.1587 (0.1742)  loss_bbox_aux_1: 0.1692 (0.1665)  loss_bbox_aux_2: 0.1504 (0.1635)  loss_bbox_aux_3: 0.1519 (0.1614)  loss_bbox_aux_4: 0.1508 (0.1609)  loss_bbox_aux_5: 0.2065 (0.2149)  loss_bbox_dn_0: 0.2831 (0.2894)  loss_bbox_dn_1: 0.2107 (0.2211)  loss_bbox_dn_2: 0.1889 (0.1999)  loss_bbox_dn_3: 0.1806 (0.1931)  loss_bbox_dn_4: 0.1788 (0.1917)  loss_bbox_dn_5: 0.1788 (0.1917)  loss_giou: 0.4830 (0.5031)  loss_giou_aux_0: 0.5038 (0.5291)  loss_giou_aux_1: 0.5040 (0.5140)  loss_giou_aux_2: 0.4847 (0.5086)  loss_giou_aux_3: 0.4794 (0.5047)  loss_giou_aux_4: 0.4829 (0.5031)  loss_giou_aux_5: 0.5889 (0.5984)  loss_giou_dn_0: 0.6241 (0.6247)  loss_giou_dn_1: 0.5194 (0.5201)  loss_giou_dn_2: 0.4887 (0.4915)  loss_giou_dn_3: 0.4795 (0.4832)  loss_giou_dn_4: 0.4773 (0.4813)  loss_giou_dn_5: 0.4779 (0.4814)  loss_vfl: 0.7063 (0.7055)  loss_vfl_aux_0: 0.8191 (0.8235)  loss_vfl_aux_1: 0.7716 (0.7661)  loss_vfl_aux_2: 0.7439 (0.7320)  loss_vfl_aux_3: 0.7181 (0.7167)  loss_vfl_aux_4: 0.7119 (0.7090)  loss_vfl_aux_5: 0.7789 (0.8010)  loss_vfl_dn_0: 0.4625 (0.4667)  loss_vfl_dn_1: 0.4000 (0.4049)  loss_vfl_dn_2: 0.3853 (0.3880)  loss_vfl_dn_3: 0.3767 (0.3803)  loss_vfl_dn_4: 0.3736 (0.3774)  loss_vfl_dn_5: 0.3732 (0.3766)  time: 0.4724  data: 0.0152  max mem: 5654
Epoch: [22]  [ 300/7393]  eta: 0:59:56  lr: 0.000010  loss: 17.0495 (16.9091)  loss_bbox: 0.1805 (0.1650)  loss_bbox_aux_0: 0.1761 (0.1776)  loss_bbox_aux_1: 0.1589 (0.1703)  loss_bbox_aux_2: 0.1766 (0.1675)  loss_bbox_aux_3: 0.1825 (0.1653)  loss_bbox_aux_4: 0.1821 (0.1647)  loss_bbox_aux_5: 0.2219 (0.2190)  loss_bbox_dn_0: 0.2850 (0.2982)  loss_bbox_dn_1: 0.2366 (0.2284)  loss_bbox_dn_2: 0.2143 (0.2064)  loss_bbox_dn_3: 0.2014 (0.1990)  loss_bbox_dn_4: 0.2008 (0.1975)  loss_bbox_dn_5: 0.2007 (0.1975)  loss_giou: 0.5130 (0.4982)  loss_giou_aux_0: 0.5241 (0.5234)  loss_giou_aux_1: 0.5133 (0.5084)  loss_giou_aux_2: 0.5220 (0.5035)  loss_giou_aux_3: 0.5121 (0.4995)  loss_giou_aux_4: 0.5129 (0.4981)  loss_giou_aux_5: 0.5833 (0.5936)  loss_giou_dn_0: 0.6309 (0.6213)  loss_giou_dn_1: 0.5338 (0.5169)  loss_giou_dn_2: 0.5215 (0.4879)  loss_giou_dn_3: 0.5175 (0.4792)  loss_giou_dn_4: 0.5170 (0.4772)  loss_giou_dn_5: 0.5170 (0.4774)  loss_vfl: 0.6911 (0.7045)  loss_vfl_aux_0: 0.8377 (0.8311)  loss_vfl_aux_1: 0.7754 (0.7709)  loss_vfl_aux_2: 0.7126 (0.7328)  loss_vfl_aux_3: 0.7090 (0.7164)  loss_vfl_aux_4: 0.6983 (0.7081)  loss_vfl_aux_5: 0.7998 (0.8092)  loss_vfl_dn_0: 0.4717 (0.4671)  loss_vfl_dn_1: 0.4024 (0.4050)  loss_vfl_dn_2: 0.3809 (0.3883)  loss_vfl_dn_3: 0.3724 (0.3804)  loss_vfl_dn_4: 0.3719 (0.3775)  loss_vfl_dn_5: 0.3692 (0.3767)  time: 0.4665  data: 0.0156  max mem: 5654
Epoch: [22]  [ 400/7393]  eta: 0:58:10  lr: 0.000010  loss: 16.9133 (16.9247)  loss_bbox: 0.1582 (0.1641)  loss_bbox_aux_0: 0.1646 (0.1767)  loss_bbox_aux_1: 0.1600 (0.1691)  loss_bbox_aux_2: 0.1600 (0.1661)  loss_bbox_aux_3: 0.1626 (0.1647)  loss_bbox_aux_4: 0.1573 (0.1639)  loss_bbox_aux_5: 0.2106 (0.2177)  loss_bbox_dn_0: 0.2691 (0.2968)  loss_bbox_dn_1: 0.2127 (0.2276)  loss_bbox_dn_2: 0.1849 (0.2058)  loss_bbox_dn_3: 0.1811 (0.1984)  loss_bbox_dn_4: 0.1816 (0.1969)  loss_bbox_dn_5: 0.1818 (0.1968)  loss_giou: 0.4801 (0.5004)  loss_giou_aux_0: 0.4991 (0.5249)  loss_giou_aux_1: 0.4890 (0.5099)  loss_giou_aux_2: 0.4851 (0.5054)  loss_giou_aux_3: 0.4819 (0.5018)  loss_giou_aux_4: 0.4799 (0.5002)  loss_giou_aux_5: 0.5956 (0.5957)  loss_giou_dn_0: 0.6193 (0.6233)  loss_giou_dn_1: 0.5133 (0.5187)  loss_giou_dn_2: 0.4888 (0.4899)  loss_giou_dn_3: 0.4791 (0.4813)  loss_giou_dn_4: 0.4760 (0.4793)  loss_giou_dn_5: 0.4761 (0.4795)  loss_vfl: 0.7304 (0.7044)  loss_vfl_aux_0: 0.8151 (0.8325)  loss_vfl_aux_1: 0.7821 (0.7715)  loss_vfl_aux_2: 0.7481 (0.7325)  loss_vfl_aux_3: 0.7329 (0.7160)  loss_vfl_aux_4: 0.7286 (0.7081)  loss_vfl_aux_5: 0.8101 (0.8080)  loss_vfl_dn_0: 0.4573 (0.4664)  loss_vfl_dn_1: 0.3973 (0.4054)  loss_vfl_dn_2: 0.3850 (0.3888)  loss_vfl_dn_3: 0.3779 (0.3808)  loss_vfl_dn_4: 0.3762 (0.3780)  loss_vfl_dn_5: 0.3755 (0.3773)  time: 0.4706  data: 0.0149  max mem: 5654
Epoch: [22]  [ 500/7393]  eta: 0:56:44  lr: 0.000010  loss: 16.8285 (16.9467)  loss_bbox: 0.1542 (0.1635)  loss_bbox_aux_0: 0.1625 (0.1759)  loss_bbox_aux_1: 0.1625 (0.1685)  loss_bbox_aux_2: 0.1586 (0.1657)  loss_bbox_aux_3: 0.1589 (0.1642)  loss_bbox_aux_4: 0.1547 (0.1634)  loss_bbox_aux_5: 0.1987 (0.2174)  loss_bbox_dn_0: 0.2642 (0.2960)  loss_bbox_dn_1: 0.2020 (0.2274)  loss_bbox_dn_2: 0.1871 (0.2058)  loss_bbox_dn_3: 0.1807 (0.1985)  loss_bbox_dn_4: 0.1808 (0.1970)  loss_bbox_dn_5: 0.1806 (0.1970)  loss_giou: 0.4895 (0.5023)  loss_giou_aux_0: 0.5135 (0.5270)  loss_giou_aux_1: 0.4778 (0.5120)  loss_giou_aux_2: 0.4940 (0.5074)  loss_giou_aux_3: 0.4949 (0.5040)  loss_giou_aux_4: 0.4781 (0.5022)  loss_giou_aux_5: 0.5751 (0.5980)  loss_giou_dn_0: 0.6055 (0.6246)  loss_giou_dn_1: 0.4870 (0.5203)  loss_giou_dn_2: 0.4630 (0.4917)  loss_giou_dn_3: 0.4570 (0.4832)  loss_giou_dn_4: 0.4572 (0.4812)  loss_giou_dn_5: 0.4573 (0.4814)  loss_vfl: 0.7068 (0.7048)  loss_vfl_aux_0: 0.8103 (0.8318)  loss_vfl_aux_1: 0.7642 (0.7718)  loss_vfl_aux_2: 0.7197 (0.7331)  loss_vfl_aux_3: 0.7058 (0.7162)  loss_vfl_aux_4: 0.7127 (0.7084)  loss_vfl_aux_5: 0.7910 (0.8068)  loss_vfl_dn_0: 0.4643 (0.4663)  loss_vfl_dn_1: 0.4011 (0.4057)  loss_vfl_dn_2: 0.3840 (0.3891)  loss_vfl_dn_3: 0.3778 (0.3812)  loss_vfl_dn_4: 0.3749 (0.3783)  loss_vfl_dn_5: 0.3752 (0.3776)  time: 0.4616  data: 0.0146  max mem: 5654
Epoch: [22]  [ 600/7393]  eta: 0:56:41  lr: 0.000010  loss: 17.1192 (16.9587)  loss_bbox: 0.1690 (0.1640)  loss_bbox_aux_0: 0.1855 (0.1761)  loss_bbox_aux_1: 0.1690 (0.1685)  loss_bbox_aux_2: 0.1673 (0.1659)  loss_bbox_aux_3: 0.1677 (0.1648)  loss_bbox_aux_4: 0.1664 (0.1640)  loss_bbox_aux_5: 0.2213 (0.2173)  loss_bbox_dn_0: 0.3039 (0.2953)  loss_bbox_dn_1: 0.2320 (0.2269)  loss_bbox_dn_2: 0.1873 (0.2052)  loss_bbox_dn_3: 0.1840 (0.1980)  loss_bbox_dn_4: 0.1851 (0.1965)  loss_bbox_dn_5: 0.1854 (0.1964)  loss_giou: 0.4537 (0.5038)  loss_giou_aux_0: 0.4927 (0.5277)  loss_giou_aux_1: 0.4568 (0.5127)  loss_giou_aux_2: 0.4580 (0.5083)  loss_giou_aux_3: 0.4538 (0.5053)  loss_giou_aux_4: 0.4544 (0.5037)  loss_giou_aux_5: 0.5765 (0.5994)  loss_giou_dn_0: 0.6279 (0.6247)  loss_giou_dn_1: 0.5278 (0.5204)  loss_giou_dn_2: 0.4994 (0.4918)  loss_giou_dn_3: 0.4898 (0.4832)  loss_giou_dn_4: 0.4862 (0.4813)  loss_giou_dn_5: 0.4860 (0.4815)  loss_vfl: 0.7163 (0.7053)  loss_vfl_aux_0: 0.8155 (0.8326)  loss_vfl_aux_1: 0.7720 (0.7728)  loss_vfl_aux_2: 0.7317 (0.7343)  loss_vfl_aux_3: 0.7142 (0.7169)  loss_vfl_aux_4: 0.7138 (0.7092)  loss_vfl_aux_5: 0.8283 (0.8075)  loss_vfl_dn_0: 0.4667 (0.4663)  loss_vfl_dn_1: 0.3992 (0.4054)  loss_vfl_dn_2: 0.3852 (0.3889)  loss_vfl_dn_3: 0.3776 (0.3811)  loss_vfl_dn_4: 0.3764 (0.3783)  loss_vfl_dn_5: 0.3745 (0.3776)  time: 0.4687  data: 0.0146  max mem: 5654
Epoch: [22]  [ 700/7393]  eta: 0:55:26  lr: 0.000010  loss: 16.7506 (16.9621)  loss_bbox: 0.1503 (0.1641)  loss_bbox_aux_0: 0.1613 (0.1764)  loss_bbox_aux_1: 0.1565 (0.1689)  loss_bbox_aux_2: 0.1512 (0.1662)  loss_bbox_aux_3: 0.1492 (0.1648)  loss_bbox_aux_4: 0.1500 (0.1639)  loss_bbox_aux_5: 0.2031 (0.2178)  loss_bbox_dn_0: 0.2792 (0.2961)  loss_bbox_dn_1: 0.2090 (0.2274)  loss_bbox_dn_2: 0.1840 (0.2056)  loss_bbox_dn_3: 0.1762 (0.1982)  loss_bbox_dn_4: 0.1739 (0.1967)  loss_bbox_dn_5: 0.1740 (0.1967)  loss_giou: 0.4902 (0.5042)  loss_giou_aux_0: 0.5165 (0.5278)  loss_giou_aux_1: 0.4959 (0.5129)  loss_giou_aux_2: 0.4898 (0.5085)  loss_giou_aux_3: 0.4998 (0.5056)  loss_giou_aux_4: 0.4932 (0.5040)  loss_giou_aux_5: 0.5987 (0.5997)  loss_giou_dn_0: 0.6352 (0.6252)  loss_giou_dn_1: 0.5332 (0.5205)  loss_giou_dn_2: 0.4991 (0.4919)  loss_giou_dn_3: 0.4900 (0.4833)  loss_giou_dn_4: 0.4900 (0.4814)  loss_giou_dn_5: 0.4904 (0.4815)  loss_vfl: 0.6789 (0.7047)  loss_vfl_aux_0: 0.8256 (0.8330)  loss_vfl_aux_1: 0.7519 (0.7724)  loss_vfl_aux_2: 0.7000 (0.7340)  loss_vfl_aux_3: 0.6944 (0.7162)  loss_vfl_aux_4: 0.6837 (0.7088)  loss_vfl_aux_5: 0.8022 (0.8068)  loss_vfl_dn_0: 0.4653 (0.4662)  loss_vfl_dn_1: 0.4024 (0.4053)  loss_vfl_dn_2: 0.3842 (0.3888)  loss_vfl_dn_3: 0.3793 (0.3810)  loss_vfl_dn_4: 0.3783 (0.3783)  loss_vfl_dn_5: 0.3774 (0.3775)  time: 0.4674  data: 0.0154  max mem: 5654
Epoch: [22]  [ 800/7393]  eta: 0:54:15  lr: 0.000010  loss: 16.8389 (16.9691)  loss_bbox: 0.1671 (0.1650)  loss_bbox_aux_0: 0.1761 (0.1780)  loss_bbox_aux_1: 0.1648 (0.1700)  loss_bbox_aux_2: 0.1675 (0.1674)  loss_bbox_aux_3: 0.1670 (0.1658)  loss_bbox_aux_4: 0.1668 (0.1650)  loss_bbox_aux_5: 0.2138 (0.2191)  loss_bbox_dn_0: 0.2796 (0.2980)  loss_bbox_dn_1: 0.2128 (0.2285)  loss_bbox_dn_2: 0.1914 (0.2066)  loss_bbox_dn_3: 0.1817 (0.1991)  loss_bbox_dn_4: 0.1760 (0.1976)  loss_bbox_dn_5: 0.1760 (0.1976)  loss_giou: 0.4385 (0.5022)  loss_giou_aux_0: 0.4726 (0.5260)  loss_giou_aux_1: 0.4517 (0.5109)  loss_giou_aux_2: 0.4332 (0.5065)  loss_giou_aux_3: 0.4332 (0.5035)  loss_giou_aux_4: 0.4382 (0.5020)  loss_giou_aux_5: 0.5456 (0.5981)  loss_giou_dn_0: 0.5992 (0.6242)  loss_giou_dn_1: 0.4921 (0.5191)  loss_giou_dn_2: 0.4606 (0.4906)  loss_giou_dn_3: 0.4507 (0.4819)  loss_giou_dn_4: 0.4473 (0.4800)  loss_giou_dn_5: 0.4475 (0.4801)  loss_vfl: 0.7072 (0.7064)  loss_vfl_aux_0: 0.8507 (0.8353)  loss_vfl_aux_1: 0.7865 (0.7748)  loss_vfl_aux_2: 0.7753 (0.7360)  loss_vfl_aux_3: 0.7340 (0.7181)  loss_vfl_aux_4: 0.7067 (0.7103)  loss_vfl_aux_5: 0.8202 (0.8089)  loss_vfl_dn_0: 0.4666 (0.4665)  loss_vfl_dn_1: 0.4060 (0.4052)  loss_vfl_dn_2: 0.3861 (0.3886)  loss_vfl_dn_3: 0.3793 (0.3808)  loss_vfl_dn_4: 0.3758 (0.3780)  loss_vfl_dn_5: 0.3747 (0.3772)  time: 0.4696  data: 0.0145  max mem: 5654
Epoch: [22]  [ 900/7393]  eta: 0:53:06  lr: 0.000010  loss: 16.9694 (16.9723)  loss_bbox: 0.1611 (0.1653)  loss_bbox_aux_0: 0.1780 (0.1784)  loss_bbox_aux_1: 0.1709 (0.1704)  loss_bbox_aux_2: 0.1730 (0.1678)  loss_bbox_aux_3: 0.1665 (0.1661)  loss_bbox_aux_4: 0.1617 (0.1654)  loss_bbox_aux_5: 0.2101 (0.2195)  loss_bbox_dn_0: 0.2985 (0.2983)  loss_bbox_dn_1: 0.2210 (0.2289)  loss_bbox_dn_2: 0.1975 (0.2070)  loss_bbox_dn_3: 0.1943 (0.1996)  loss_bbox_dn_4: 0.1931 (0.1980)  loss_bbox_dn_5: 0.1931 (0.1980)  loss_giou: 0.4974 (0.5015)  loss_giou_aux_0: 0.5014 (0.5255)  loss_giou_aux_1: 0.5055 (0.5106)  loss_giou_aux_2: 0.4936 (0.5059)  loss_giou_aux_3: 0.5021 (0.5030)  loss_giou_aux_4: 0.4936 (0.5015)  loss_giou_aux_5: 0.5818 (0.5975)  loss_giou_dn_0: 0.6132 (0.6242)  loss_giou_dn_1: 0.5071 (0.5191)  loss_giou_dn_2: 0.4744 (0.4905)  loss_giou_dn_3: 0.4673 (0.4819)  loss_giou_dn_4: 0.4656 (0.4799)  loss_giou_dn_5: 0.4652 (0.4801)  loss_vfl: 0.7159 (0.7073)  loss_vfl_aux_0: 0.8363 (0.8350)  loss_vfl_aux_1: 0.7730 (0.7750)  loss_vfl_aux_2: 0.7180 (0.7367)  loss_vfl_aux_3: 0.7009 (0.7186)  loss_vfl_aux_4: 0.7040 (0.7108)  loss_vfl_aux_5: 0.8298 (0.8088)  loss_vfl_dn_0: 0.4633 (0.4666)  loss_vfl_dn_1: 0.4071 (0.4051)  loss_vfl_dn_2: 0.3892 (0.3886)  loss_vfl_dn_3: 0.3836 (0.3807)  loss_vfl_dn_4: 0.3815 (0.3780)  loss_vfl_dn_5: 0.3817 (0.3772)  time: 0.4692  data: 0.0142  max mem: 5654
Epoch: [22]  [1000/7393]  eta: 0:52:01  lr: 0.000010  loss: 17.0718 (16.9667)  loss_bbox: 0.1744 (0.1653)  loss_bbox_aux_0: 0.1964 (0.1786)  loss_bbox_aux_1: 0.1868 (0.1703)  loss_bbox_aux_2: 0.1865 (0.1677)  loss_bbox_aux_3: 0.1767 (0.1662)  loss_bbox_aux_4: 0.1743 (0.1654)  loss_bbox_aux_5: 0.2375 (0.2196)  loss_bbox_dn_0: 0.3051 (0.2976)  loss_bbox_dn_1: 0.2338 (0.2281)  loss_bbox_dn_2: 0.2093 (0.2063)  loss_bbox_dn_3: 0.2051 (0.1988)  loss_bbox_dn_4: 0.2056 (0.1973)  loss_bbox_dn_5: 0.2058 (0.1973)  loss_giou: 0.4629 (0.5025)  loss_giou_aux_0: 0.4703 (0.5267)  loss_giou_aux_1: 0.4686 (0.5118)  loss_giou_aux_2: 0.4669 (0.5070)  loss_giou_aux_3: 0.4704 (0.5040)  loss_giou_aux_4: 0.4659 (0.5024)  loss_giou_aux_5: 0.5781 (0.5984)  loss_giou_dn_0: 0.6117 (0.6240)  loss_giou_dn_1: 0.5176 (0.5189)  loss_giou_dn_2: 0.4914 (0.4904)  loss_giou_dn_3: 0.4814 (0.4818)  loss_giou_dn_4: 0.4787 (0.4799)  loss_giou_dn_5: 0.4790 (0.4800)  loss_vfl: 0.6964 (0.7064)  loss_vfl_aux_0: 0.7952 (0.8342)  loss_vfl_aux_1: 0.7703 (0.7742)  loss_vfl_aux_2: 0.7340 (0.7355)  loss_vfl_aux_3: 0.7026 (0.7177)  loss_vfl_aux_4: 0.6902 (0.7099)  loss_vfl_aux_5: 0.8068 (0.8076)  loss_vfl_dn_0: 0.4629 (0.4665)  loss_vfl_dn_1: 0.3995 (0.4048)  loss_vfl_dn_2: 0.3815 (0.3884)  loss_vfl_dn_3: 0.3730 (0.3805)  loss_vfl_dn_4: 0.3707 (0.3778)  loss_vfl_dn_5: 0.3681 (0.3770)  time: 0.4637  data: 0.0148  max mem: 5654
Epoch: [22]  [1100/7393]  eta: 0:50:57  lr: 0.000010  loss: 16.8059 (16.9497)  loss_bbox: 0.1556 (0.1649)  loss_bbox_aux_0: 0.1709 (0.1781)  loss_bbox_aux_1: 0.1579 (0.1699)  loss_bbox_aux_2: 0.1622 (0.1672)  loss_bbox_aux_3: 0.1593 (0.1656)  loss_bbox_aux_4: 0.1568 (0.1650)  loss_bbox_aux_5: 0.2093 (0.2194)  loss_bbox_dn_0: 0.2791 (0.2973)  loss_bbox_dn_1: 0.2129 (0.2278)  loss_bbox_dn_2: 0.1927 (0.2059)  loss_bbox_dn_3: 0.1891 (0.1983)  loss_bbox_dn_4: 0.1861 (0.1968)  loss_bbox_dn_5: 0.1862 (0.1968)  loss_giou: 0.4491 (0.5027)  loss_giou_aux_0: 0.4830 (0.5267)  loss_giou_aux_1: 0.4592 (0.5120)  loss_giou_aux_2: 0.4569 (0.5072)  loss_giou_aux_3: 0.4487 (0.5041)  loss_giou_aux_4: 0.4506 (0.5027)  loss_giou_aux_5: 0.5459 (0.5987)  loss_giou_dn_0: 0.5807 (0.6235)  loss_giou_dn_1: 0.4876 (0.5185)  loss_giou_dn_2: 0.4535 (0.4900)  loss_giou_dn_3: 0.4406 (0.4814)  loss_giou_dn_4: 0.4393 (0.4794)  loss_giou_dn_5: 0.4393 (0.4796)  loss_vfl: 0.6849 (0.7054)  loss_vfl_aux_0: 0.8242 (0.8334)  loss_vfl_aux_1: 0.7600 (0.7731)  loss_vfl_aux_2: 0.7292 (0.7345)  loss_vfl_aux_3: 0.7041 (0.7167)  loss_vfl_aux_4: 0.6924 (0.7087)  loss_vfl_aux_5: 0.8023 (0.8064)  loss_vfl_dn_0: 0.4625 (0.4663)  loss_vfl_dn_1: 0.3969 (0.4044)  loss_vfl_dn_2: 0.3787 (0.3878)  loss_vfl_dn_3: 0.3707 (0.3800)  loss_vfl_dn_4: 0.3698 (0.3772)  loss_vfl_dn_5: 0.3677 (0.3764)  time: 0.4604  data: 0.0144  max mem: 5654
Epoch: [22]  [1200/7393]  eta: 0:50:01  lr: 0.000010  loss: 16.8792 (16.9383)  loss_bbox: 0.1804 (0.1651)  loss_bbox_aux_0: 0.1934 (0.1782)  loss_bbox_aux_1: 0.1863 (0.1699)  loss_bbox_aux_2: 0.1819 (0.1674)  loss_bbox_aux_3: 0.1816 (0.1658)  loss_bbox_aux_4: 0.1763 (0.1652)  loss_bbox_aux_5: 0.2241 (0.2197)  loss_bbox_dn_0: 0.2971 (0.2977)  loss_bbox_dn_1: 0.2267 (0.2280)  loss_bbox_dn_2: 0.2098 (0.2062)  loss_bbox_dn_3: 0.2027 (0.1987)  loss_bbox_dn_4: 0.2012 (0.1971)  loss_bbox_dn_5: 0.2019 (0.1971)  loss_giou: 0.4588 (0.5013)  loss_giou_aux_0: 0.4671 (0.5254)  loss_giou_aux_1: 0.4605 (0.5105)  loss_giou_aux_2: 0.4603 (0.5060)  loss_giou_aux_3: 0.4511 (0.5027)  loss_giou_aux_4: 0.4557 (0.5014)  loss_giou_aux_5: 0.5394 (0.5973)  loss_giou_dn_0: 0.6208 (0.6227)  loss_giou_dn_1: 0.5064 (0.5176)  loss_giou_dn_2: 0.4725 (0.4892)  loss_giou_dn_3: 0.4680 (0.4805)  loss_giou_dn_4: 0.4663 (0.4786)  loss_giou_dn_5: 0.4662 (0.4787)  loss_vfl: 0.7189 (0.7053)  loss_vfl_aux_0: 0.8943 (0.8336)  loss_vfl_aux_1: 0.8242 (0.7733)  loss_vfl_aux_2: 0.7769 (0.7344)  loss_vfl_aux_3: 0.7467 (0.7167)  loss_vfl_aux_4: 0.7190 (0.7087)  loss_vfl_aux_5: 0.8405 (0.8066)  loss_vfl_dn_0: 0.4705 (0.4663)  loss_vfl_dn_1: 0.4037 (0.4042)  loss_vfl_dn_2: 0.3859 (0.3877)  loss_vfl_dn_3: 0.3781 (0.3799)  loss_vfl_dn_4: 0.3751 (0.3771)  loss_vfl_dn_5: 0.3755 (0.3763)  time: 0.4716  data: 0.0141  max mem: 5654
Epoch: [22]  [1300/7393]  eta: 0:49:06  lr: 0.000010  loss: 16.8108 (16.9516)  loss_bbox: 0.1509 (0.1654)  loss_bbox_aux_0: 0.1674 (0.1785)  loss_bbox_aux_1: 0.1496 (0.1703)  loss_bbox_aux_2: 0.1519 (0.1676)  loss_bbox_aux_3: 0.1525 (0.1660)  loss_bbox_aux_4: 0.1509 (0.1655)  loss_bbox_aux_5: 0.2159 (0.2200)  loss_bbox_dn_0: 0.2978 (0.2979)  loss_bbox_dn_1: 0.2209 (0.2282)  loss_bbox_dn_2: 0.2000 (0.2064)  loss_bbox_dn_3: 0.1881 (0.1989)  loss_bbox_dn_4: 0.1861 (0.1973)  loss_bbox_dn_5: 0.1864 (0.1973)  loss_giou: 0.4662 (0.5024)  loss_giou_aux_0: 0.5024 (0.5263)  loss_giou_aux_1: 0.4813 (0.5116)  loss_giou_aux_2: 0.4740 (0.5069)  loss_giou_aux_3: 0.4615 (0.5038)  loss_giou_aux_4: 0.4661 (0.5024)  loss_giou_aux_5: 0.5632 (0.5982)  loss_giou_dn_0: 0.6215 (0.6237)  loss_giou_dn_1: 0.5092 (0.5184)  loss_giou_dn_2: 0.4744 (0.4900)  loss_giou_dn_3: 0.4575 (0.4813)  loss_giou_dn_4: 0.4555 (0.4793)  loss_giou_dn_5: 0.4556 (0.4795)  loss_vfl: 0.6996 (0.7053)  loss_vfl_aux_0: 0.8479 (0.8330)  loss_vfl_aux_1: 0.7845 (0.7726)  loss_vfl_aux_2: 0.7391 (0.7345)  loss_vfl_aux_3: 0.7141 (0.7167)  loss_vfl_aux_4: 0.7175 (0.7086)  loss_vfl_aux_5: 0.8043 (0.8055)  loss_vfl_dn_0: 0.4710 (0.4662)  loss_vfl_dn_1: 0.4055 (0.4044)  loss_vfl_dn_2: 0.3909 (0.3878)  loss_vfl_dn_3: 0.3836 (0.3801)  loss_vfl_dn_4: 0.3825 (0.3773)  loss_vfl_dn_5: 0.3820 (0.3765)  time: 0.4688  data: 0.0141  max mem: 5654
Epoch: [22]  [1400/7393]  eta: 0:48:10  lr: 0.000010  loss: 16.4152 (16.9360)  loss_bbox: 0.1498 (0.1652)  loss_bbox_aux_0: 0.1650 (0.1781)  loss_bbox_aux_1: 0.1532 (0.1700)  loss_bbox_aux_2: 0.1467 (0.1672)  loss_bbox_aux_3: 0.1448 (0.1657)  loss_bbox_aux_4: 0.1482 (0.1651)  loss_bbox_aux_5: 0.2012 (0.2197)  loss_bbox_dn_0: 0.2686 (0.2976)  loss_bbox_dn_1: 0.2068 (0.2279)  loss_bbox_dn_2: 0.1837 (0.2060)  loss_bbox_dn_3: 0.1744 (0.1986)  loss_bbox_dn_4: 0.1709 (0.1971)  loss_bbox_dn_5: 0.1709 (0.1970)  loss_giou: 0.4936 (0.5015)  loss_giou_aux_0: 0.5235 (0.5255)  loss_giou_aux_1: 0.4983 (0.5108)  loss_giou_aux_2: 0.5021 (0.5060)  loss_giou_aux_3: 0.4980 (0.5029)  loss_giou_aux_4: 0.4921 (0.5016)  loss_giou_aux_5: 0.5949 (0.5973)  loss_giou_dn_0: 0.6107 (0.6229)  loss_giou_dn_1: 0.5035 (0.5177)  loss_giou_dn_2: 0.4695 (0.4892)  loss_giou_dn_3: 0.4624 (0.4806)  loss_giou_dn_4: 0.4595 (0.4786)  loss_giou_dn_5: 0.4595 (0.4788)  loss_vfl: 0.7002 (0.7051)  loss_vfl_aux_0: 0.8014 (0.8326)  loss_vfl_aux_1: 0.7594 (0.7722)  loss_vfl_aux_2: 0.7141 (0.7345)  loss_vfl_aux_3: 0.7080 (0.7166)  loss_vfl_aux_4: 0.7043 (0.7083)  loss_vfl_aux_5: 0.7749 (0.8054)  loss_vfl_dn_0: 0.4626 (0.4663)  loss_vfl_dn_1: 0.4071 (0.4044)  loss_vfl_dn_2: 0.3885 (0.3879)  loss_vfl_dn_3: 0.3803 (0.3802)  loss_vfl_dn_4: 0.3767 (0.3774)  loss_vfl_dn_5: 0.3760 (0.3766)  time: 0.4672  data: 0.0139  max mem: 5654
Epoch: [22]  [1500/7393]  eta: 0:47:17  lr: 0.000010  loss: 16.8208 (16.9475)  loss_bbox: 0.1776 (0.1658)  loss_bbox_aux_0: 0.1817 (0.1786)  loss_bbox_aux_1: 0.1720 (0.1704)  loss_bbox_aux_2: 0.1680 (0.1677)  loss_bbox_aux_3: 0.1861 (0.1663)  loss_bbox_aux_4: 0.1799 (0.1658)  loss_bbox_aux_5: 0.2249 (0.2201)  loss_bbox_dn_0: 0.3221 (0.2987)  loss_bbox_dn_1: 0.2355 (0.2289)  loss_bbox_dn_2: 0.2093 (0.2070)  loss_bbox_dn_3: 0.2019 (0.1996)  loss_bbox_dn_4: 0.2011 (0.1981)  loss_bbox_dn_5: 0.2011 (0.1981)  loss_giou: 0.4410 (0.5015)  loss_giou_aux_0: 0.4638 (0.5254)  loss_giou_aux_1: 0.4406 (0.5106)  loss_giou_aux_2: 0.4466 (0.5058)  loss_giou_aux_3: 0.4551 (0.5029)  loss_giou_aux_4: 0.4434 (0.5016)  loss_giou_aux_5: 0.5518 (0.5972)  loss_giou_dn_0: 0.5985 (0.6228)  loss_giou_dn_1: 0.4862 (0.5176)  loss_giou_dn_2: 0.4552 (0.4891)  loss_giou_dn_3: 0.4437 (0.4805)  loss_giou_dn_4: 0.4403 (0.4785)  loss_giou_dn_5: 0.4402 (0.4787)  loss_vfl: 0.6613 (0.7053)  loss_vfl_aux_0: 0.7852 (0.8330)  loss_vfl_aux_1: 0.7392 (0.7731)  loss_vfl_aux_2: 0.6924 (0.7350)  loss_vfl_aux_3: 0.6500 (0.7170)  loss_vfl_aux_4: 0.6594 (0.7087)  loss_vfl_aux_5: 0.7704 (0.8058)  loss_vfl_dn_0: 0.4621 (0.4662)  loss_vfl_dn_1: 0.3983 (0.4043)  loss_vfl_dn_2: 0.3790 (0.3878)  loss_vfl_dn_3: 0.3748 (0.3801)  loss_vfl_dn_4: 0.3715 (0.3773)  loss_vfl_dn_5: 0.3687 (0.3765)  time: 0.4692  data: 0.0135  max mem: 5654
Epoch: [22]  [1600/7393]  eta: 0:46:24  lr: 0.000010  loss: 17.3402 (16.9558)  loss_bbox: 0.1850 (0.1664)  loss_bbox_aux_0: 0.1857 (0.1793)  loss_bbox_aux_1: 0.1851 (0.1713)  loss_bbox_aux_2: 0.1788 (0.1683)  loss_bbox_aux_3: 0.1814 (0.1669)  loss_bbox_aux_4: 0.1853 (0.1664)  loss_bbox_aux_5: 0.2362 (0.2208)  loss_bbox_dn_0: 0.3059 (0.2997)  loss_bbox_dn_1: 0.2422 (0.2297)  loss_bbox_dn_2: 0.2246 (0.2078)  loss_bbox_dn_3: 0.2240 (0.2003)  loss_bbox_dn_4: 0.2240 (0.1988)  loss_bbox_dn_5: 0.2239 (0.1988)  loss_giou: 0.5019 (0.5012)  loss_giou_aux_0: 0.5137 (0.5251)  loss_giou_aux_1: 0.4959 (0.5103)  loss_giou_aux_2: 0.5039 (0.5055)  loss_giou_aux_3: 0.5085 (0.5026)  loss_giou_aux_4: 0.5015 (0.5012)  loss_giou_aux_5: 0.5886 (0.5968)  loss_giou_dn_0: 0.6165 (0.6226)  loss_giou_dn_1: 0.5160 (0.5174)  loss_giou_dn_2: 0.4862 (0.4889)  loss_giou_dn_3: 0.4778 (0.4803)  loss_giou_dn_4: 0.4774 (0.4783)  loss_giou_dn_5: 0.4774 (0.4785)  loss_vfl: 0.7068 (0.7057)  loss_vfl_aux_0: 0.8069 (0.8331)  loss_vfl_aux_1: 0.7718 (0.7733)  loss_vfl_aux_2: 0.7279 (0.7354)  loss_vfl_aux_3: 0.7172 (0.7172)  loss_vfl_aux_4: 0.7080 (0.7089)  loss_vfl_aux_5: 0.8098 (0.8061)  loss_vfl_dn_0: 0.4676 (0.4663)  loss_vfl_dn_1: 0.4051 (0.4045)  loss_vfl_dn_2: 0.3856 (0.3879)  loss_vfl_dn_3: 0.3772 (0.3802)  loss_vfl_dn_4: 0.3769 (0.3774)  loss_vfl_dn_5: 0.3750 (0.3766)  time: 0.4679  data: 0.0142  max mem: 5654
Epoch: [22]  [1700/7393]  eta: 0:45:52  lr: 0.000010  loss: 16.9940 (16.9637)  loss_bbox: 0.1606 (0.1664)  loss_bbox_aux_0: 0.1739 (0.1793)  loss_bbox_aux_1: 0.1694 (0.1713)  loss_bbox_aux_2: 0.1638 (0.1684)  loss_bbox_aux_3: 0.1621 (0.1668)  loss_bbox_aux_4: 0.1602 (0.1663)  loss_bbox_aux_5: 0.2048 (0.2208)  loss_bbox_dn_0: 0.2566 (0.2997)  loss_bbox_dn_1: 0.1954 (0.2298)  loss_bbox_dn_2: 0.1695 (0.2079)  loss_bbox_dn_3: 0.1643 (0.2004)  loss_bbox_dn_4: 0.1651 (0.1989)  loss_bbox_dn_5: 0.1651 (0.1989)  loss_giou: 0.4973 (0.5013)  loss_giou_aux_0: 0.5124 (0.5252)  loss_giou_aux_1: 0.4992 (0.5106)  loss_giou_aux_2: 0.4995 (0.5057)  loss_giou_aux_3: 0.4878 (0.5027)  loss_giou_aux_4: 0.4994 (0.5014)  loss_giou_aux_5: 0.5966 (0.5970)  loss_giou_dn_0: 0.6115 (0.6224)  loss_giou_dn_1: 0.5154 (0.5173)  loss_giou_dn_2: 0.4932 (0.4889)  loss_giou_dn_3: 0.4845 (0.4803)  loss_giou_dn_4: 0.4802 (0.4783)  loss_giou_dn_5: 0.4803 (0.4785)  loss_vfl: 0.6942 (0.7068)  loss_vfl_aux_0: 0.7899 (0.8336)  loss_vfl_aux_1: 0.7609 (0.7740)  loss_vfl_aux_2: 0.7409 (0.7363)  loss_vfl_aux_3: 0.7239 (0.7183)  loss_vfl_aux_4: 0.7006 (0.7101)  loss_vfl_aux_5: 0.7684 (0.8066)  loss_vfl_dn_0: 0.4671 (0.4664)  loss_vfl_dn_1: 0.4094 (0.4045)  loss_vfl_dn_2: 0.3927 (0.3880)  loss_vfl_dn_3: 0.3831 (0.3803)  loss_vfl_dn_4: 0.3784 (0.3775)  loss_vfl_dn_5: 0.3779 (0.3767)  time: 0.4802  data: 0.0140  max mem: 5654
Epoch: [22]  [1800/7393]  eta: 0:44:59  lr: 0.000010  loss: 17.6326 (16.9681)  loss_bbox: 0.1772 (0.1664)  loss_bbox_aux_0: 0.1791 (0.1792)  loss_bbox_aux_1: 0.1712 (0.1714)  loss_bbox_aux_2: 0.1773 (0.1684)  loss_bbox_aux_3: 0.1735 (0.1668)  loss_bbox_aux_4: 0.1741 (0.1663)  loss_bbox_aux_5: 0.2187 (0.2208)  loss_bbox_dn_0: 0.3075 (0.2996)  loss_bbox_dn_1: 0.2472 (0.2298)  loss_bbox_dn_2: 0.2271 (0.2079)  loss_bbox_dn_3: 0.2191 (0.2005)  loss_bbox_dn_4: 0.2176 (0.1990)  loss_bbox_dn_5: 0.2176 (0.1990)  loss_giou: 0.5013 (0.5015)  loss_giou_aux_0: 0.5089 (0.5253)  loss_giou_aux_1: 0.4963 (0.5108)  loss_giou_aux_2: 0.5080 (0.5058)  loss_giou_aux_3: 0.5033 (0.5029)  loss_giou_aux_4: 0.4979 (0.5015)  loss_giou_aux_5: 0.5946 (0.5974)  loss_giou_dn_0: 0.6260 (0.6228)  loss_giou_dn_1: 0.5254 (0.5178)  loss_giou_dn_2: 0.4949 (0.4894)  loss_giou_dn_3: 0.4869 (0.4808)  loss_giou_dn_4: 0.4842 (0.4788)  loss_giou_dn_5: 0.4844 (0.4790)  loss_vfl: 0.7016 (0.7068)  loss_vfl_aux_0: 0.8144 (0.8337)  loss_vfl_aux_1: 0.7699 (0.7739)  loss_vfl_aux_2: 0.7376 (0.7364)  loss_vfl_aux_3: 0.7223 (0.7182)  loss_vfl_aux_4: 0.7138 (0.7101)  loss_vfl_aux_5: 0.7995 (0.8063)  loss_vfl_dn_0: 0.4604 (0.4663)  loss_vfl_dn_1: 0.3976 (0.4046)  loss_vfl_dn_2: 0.3843 (0.3881)  loss_vfl_dn_3: 0.3768 (0.3804)  loss_vfl_dn_4: 0.3753 (0.3776)  loss_vfl_dn_5: 0.3723 (0.3768)  time: 0.4810  data: 0.0143  max mem: 5654
Epoch: [22]  [1900/7393]  eta: 0:44:04  lr: 0.000010  loss: 16.9268 (16.9689)  loss_bbox: 0.1480 (0.1662)  loss_bbox_aux_0: 0.1636 (0.1790)  loss_bbox_aux_1: 0.1524 (0.1711)  loss_bbox_aux_2: 0.1492 (0.1681)  loss_bbox_aux_3: 0.1482 (0.1665)  loss_bbox_aux_4: 0.1498 (0.1661)  loss_bbox_aux_5: 0.2054 (0.2205)  loss_bbox_dn_0: 0.2761 (0.2993)  loss_bbox_dn_1: 0.2063 (0.2296)  loss_bbox_dn_2: 0.1842 (0.2078)  loss_bbox_dn_3: 0.1788 (0.2004)  loss_bbox_dn_4: 0.1765 (0.1989)  loss_bbox_dn_5: 0.1764 (0.1989)  loss_giou: 0.5327 (0.5015)  loss_giou_aux_0: 0.5374 (0.5253)  loss_giou_aux_1: 0.5249 (0.5107)  loss_giou_aux_2: 0.5203 (0.5058)  loss_giou_aux_3: 0.5277 (0.5029)  loss_giou_aux_4: 0.5243 (0.5016)  loss_giou_aux_5: 0.5892 (0.5973)  loss_giou_dn_0: 0.6315 (0.6230)  loss_giou_dn_1: 0.5088 (0.5179)  loss_giou_dn_2: 0.4855 (0.4895)  loss_giou_dn_3: 0.4872 (0.4810)  loss_giou_dn_4: 0.4845 (0.4790)  loss_giou_dn_5: 0.4847 (0.4792)  loss_vfl: 0.6445 (0.7071)  loss_vfl_aux_0: 0.7762 (0.8338)  loss_vfl_aux_1: 0.7223 (0.7742)  loss_vfl_aux_2: 0.6929 (0.7368)  loss_vfl_aux_3: 0.6665 (0.7186)  loss_vfl_aux_4: 0.6522 (0.7104)  loss_vfl_aux_5: 0.7331 (0.8061)  loss_vfl_dn_0: 0.4587 (0.4664)  loss_vfl_dn_1: 0.4032 (0.4048)  loss_vfl_dn_2: 0.3968 (0.3883)  loss_vfl_dn_3: 0.3882 (0.3807)  loss_vfl_dn_4: 0.3867 (0.3778)  loss_vfl_dn_5: 0.3844 (0.3771)  time: 0.4617  data: 0.0144  max mem: 5654
Epoch: [22]  [2000/7393]  eta: 0:43:11  lr: 0.000010  loss: 16.5376 (16.9636)  loss_bbox: 0.1652 (0.1661)  loss_bbox_aux_0: 0.1780 (0.1790)  loss_bbox_aux_1: 0.1726 (0.1711)  loss_bbox_aux_2: 0.1762 (0.1682)  loss_bbox_aux_3: 0.1713 (0.1664)  loss_bbox_aux_4: 0.1630 (0.1660)  loss_bbox_aux_5: 0.2071 (0.2206)  loss_bbox_dn_0: 0.2801 (0.2994)  loss_bbox_dn_1: 0.2185 (0.2296)  loss_bbox_dn_2: 0.2030 (0.2078)  loss_bbox_dn_3: 0.1906 (0.2004)  loss_bbox_dn_4: 0.1909 (0.1989)  loss_bbox_dn_5: 0.1906 (0.1989)  loss_giou: 0.4808 (0.5008)  loss_giou_aux_0: 0.5120 (0.5247)  loss_giou_aux_1: 0.4899 (0.5100)  loss_giou_aux_2: 0.4939 (0.5051)  loss_giou_aux_3: 0.4915 (0.5021)  loss_giou_aux_4: 0.4841 (0.5009)  loss_giou_aux_5: 0.5764 (0.5969)  loss_giou_dn_0: 0.6249 (0.6225)  loss_giou_dn_1: 0.5155 (0.5173)  loss_giou_dn_2: 0.4873 (0.4890)  loss_giou_dn_3: 0.4767 (0.4804)  loss_giou_dn_4: 0.4738 (0.4784)  loss_giou_dn_5: 0.4739 (0.4786)  loss_vfl: 0.6588 (0.7075)  loss_vfl_aux_0: 0.7942 (0.8343)  loss_vfl_aux_1: 0.7358 (0.7750)  loss_vfl_aux_2: 0.6904 (0.7371)  loss_vfl_aux_3: 0.6846 (0.7192)  loss_vfl_aux_4: 0.6576 (0.7108)  loss_vfl_aux_5: 0.7686 (0.8062)  loss_vfl_dn_0: 0.4642 (0.4664)  loss_vfl_dn_1: 0.4058 (0.4047)  loss_vfl_dn_2: 0.3846 (0.3882)  loss_vfl_dn_3: 0.3774 (0.3806)  loss_vfl_dn_4: 0.3769 (0.3777)  loss_vfl_dn_5: 0.3763 (0.3770)  time: 0.4606  data: 0.0136  max mem: 5654
Epoch: [22]  [2100/7393]  eta: 0:42:20  lr: 0.000010  loss: 17.1891 (16.9720)  loss_bbox: 0.1513 (0.1660)  loss_bbox_aux_0: 0.1598 (0.1789)  loss_bbox_aux_1: 0.1601 (0.1708)  loss_bbox_aux_2: 0.1536 (0.1680)  loss_bbox_aux_3: 0.1541 (0.1663)  loss_bbox_aux_4: 0.1523 (0.1660)  loss_bbox_aux_5: 0.2062 (0.2205)  loss_bbox_dn_0: 0.2679 (0.2994)  loss_bbox_dn_1: 0.1870 (0.2296)  loss_bbox_dn_2: 0.1669 (0.2078)  loss_bbox_dn_3: 0.1593 (0.2003)  loss_bbox_dn_4: 0.1577 (0.1988)  loss_bbox_dn_5: 0.1577 (0.1988)  loss_giou: 0.4929 (0.5018)  loss_giou_aux_0: 0.5212 (0.5257)  loss_giou_aux_1: 0.5142 (0.5109)  loss_giou_aux_2: 0.5007 (0.5060)  loss_giou_aux_3: 0.4957 (0.5030)  loss_giou_aux_4: 0.4946 (0.5018)  loss_giou_aux_5: 0.6102 (0.5979)  loss_giou_dn_0: 0.6158 (0.6232)  loss_giou_dn_1: 0.5140 (0.5180)  loss_giou_dn_2: 0.4912 (0.4897)  loss_giou_dn_3: 0.4833 (0.4811)  loss_giou_dn_4: 0.4816 (0.4791)  loss_giou_dn_5: 0.4816 (0.4793)  loss_vfl: 0.7127 (0.7073)  loss_vfl_aux_0: 0.8178 (0.8340)  loss_vfl_aux_1: 0.7599 (0.7750)  loss_vfl_aux_2: 0.7280 (0.7370)  loss_vfl_aux_3: 0.7160 (0.7190)  loss_vfl_aux_4: 0.7158 (0.7106)  loss_vfl_aux_5: 0.8009 (0.8058)  loss_vfl_dn_0: 0.4658 (0.4663)  loss_vfl_dn_1: 0.4079 (0.4047)  loss_vfl_dn_2: 0.3888 (0.3882)  loss_vfl_dn_3: 0.3828 (0.3806)  loss_vfl_dn_4: 0.3813 (0.3777)  loss_vfl_dn_5: 0.3822 (0.3770)  time: 0.4727  data: 0.0138  max mem: 5654
Epoch: [22]  [2200/7393]  eta: 0:41:28  lr: 0.000010  loss: 17.5952 (16.9842)  loss_bbox: 0.1578 (0.1660)  loss_bbox_aux_0: 0.1644 (0.1788)  loss_bbox_aux_1: 0.1606 (0.1707)  loss_bbox_aux_2: 0.1642 (0.1680)  loss_bbox_aux_3: 0.1609 (0.1663)  loss_bbox_aux_4: 0.1591 (0.1660)  loss_bbox_aux_5: 0.2105 (0.2205)  loss_bbox_dn_0: 0.2701 (0.2991)  loss_bbox_dn_1: 0.2099 (0.2295)  loss_bbox_dn_2: 0.1898 (0.2078)  loss_bbox_dn_3: 0.1857 (0.2003)  loss_bbox_dn_4: 0.1841 (0.1988)  loss_bbox_dn_5: 0.1843 (0.1988)  loss_giou: 0.5175 (0.5028)  loss_giou_aux_0: 0.5445 (0.5267)  loss_giou_aux_1: 0.5241 (0.5119)  loss_giou_aux_2: 0.5223 (0.5070)  loss_giou_aux_3: 0.5188 (0.5042)  loss_giou_aux_4: 0.5219 (0.5030)  loss_giou_aux_5: 0.6237 (0.5990)  loss_giou_dn_0: 0.6591 (0.6240)  loss_giou_dn_1: 0.5608 (0.5189)  loss_giou_dn_2: 0.5330 (0.4906)  loss_giou_dn_3: 0.5250 (0.4820)  loss_giou_dn_4: 0.5230 (0.4800)  loss_giou_dn_5: 0.5232 (0.4801)  loss_vfl: 0.6797 (0.7074)  loss_vfl_aux_0: 0.8158 (0.8341)  loss_vfl_aux_1: 0.7680 (0.7751)  loss_vfl_aux_2: 0.7186 (0.7370)  loss_vfl_aux_3: 0.6989 (0.7188)  loss_vfl_aux_4: 0.6769 (0.7106)  loss_vfl_aux_5: 0.7990 (0.8054)  loss_vfl_dn_0: 0.4639 (0.4663)  loss_vfl_dn_1: 0.4074 (0.4048)  loss_vfl_dn_2: 0.3981 (0.3883)  loss_vfl_dn_3: 0.3885 (0.3807)  loss_vfl_dn_4: 0.3851 (0.3779)  loss_vfl_dn_5: 0.3841 (0.3771)  time: 0.4537  data: 0.0141  max mem: 5654
Epoch: [22]  [2300/7393]  eta: 0:40:37  lr: 0.000010  loss: 16.2250 (16.9830)  loss_bbox: 0.1557 (0.1658)  loss_bbox_aux_0: 0.1758 (0.1787)  loss_bbox_aux_1: 0.1587 (0.1707)  loss_bbox_aux_2: 0.1602 (0.1679)  loss_bbox_aux_3: 0.1562 (0.1662)  loss_bbox_aux_4: 0.1556 (0.1658)  loss_bbox_aux_5: 0.2120 (0.2203)  loss_bbox_dn_0: 0.2972 (0.2988)  loss_bbox_dn_1: 0.2107 (0.2292)  loss_bbox_dn_2: 0.1920 (0.2075)  loss_bbox_dn_3: 0.1815 (0.2000)  loss_bbox_dn_4: 0.1773 (0.1985)  loss_bbox_dn_5: 0.1773 (0.1985)  loss_giou: 0.4805 (0.5035)  loss_giou_aux_0: 0.5114 (0.5275)  loss_giou_aux_1: 0.4844 (0.5126)  loss_giou_aux_2: 0.4751 (0.5077)  loss_giou_aux_3: 0.4770 (0.5048)  loss_giou_aux_4: 0.4802 (0.5036)  loss_giou_aux_5: 0.5760 (0.5996)  loss_giou_dn_0: 0.5855 (0.6243)  loss_giou_dn_1: 0.4836 (0.5193)  loss_giou_dn_2: 0.4564 (0.4909)  loss_giou_dn_3: 0.4495 (0.4823)  loss_giou_dn_4: 0.4467 (0.4803)  loss_giou_dn_5: 0.4468 (0.4805)  loss_vfl: 0.6711 (0.7070)  loss_vfl_aux_0: 0.8037 (0.8332)  loss_vfl_aux_1: 0.7530 (0.7745)  loss_vfl_aux_2: 0.6952 (0.7366)  loss_vfl_aux_3: 0.7052 (0.7183)  loss_vfl_aux_4: 0.6806 (0.7101)  loss_vfl_aux_5: 0.8047 (0.8046)  loss_vfl_dn_0: 0.4550 (0.4660)  loss_vfl_dn_1: 0.3918 (0.4045)  loss_vfl_dn_2: 0.3738 (0.3881)  loss_vfl_dn_3: 0.3679 (0.3805)  loss_vfl_dn_4: 0.3659 (0.3777)  loss_vfl_dn_5: 0.3645 (0.3769)  time: 0.4703  data: 0.0140  max mem: 5654
Epoch: [22]  [2400/7393]  eta: 0:39:46  lr: 0.000010  loss: 17.2034 (16.9745)  loss_bbox: 0.1618 (0.1655)  loss_bbox_aux_0: 0.1711 (0.1785)  loss_bbox_aux_1: 0.1658 (0.1705)  loss_bbox_aux_2: 0.1632 (0.1676)  loss_bbox_aux_3: 0.1599 (0.1660)  loss_bbox_aux_4: 0.1592 (0.1656)  loss_bbox_aux_5: 0.2066 (0.2200)  loss_bbox_dn_0: 0.2657 (0.2984)  loss_bbox_dn_1: 0.1900 (0.2288)  loss_bbox_dn_2: 0.1700 (0.2071)  loss_bbox_dn_3: 0.1641 (0.1997)  loss_bbox_dn_4: 0.1666 (0.1982)  loss_bbox_dn_5: 0.1666 (0.1982)  loss_giou: 0.5134 (0.5031)  loss_giou_aux_0: 0.5399 (0.5271)  loss_giou_aux_1: 0.5258 (0.5123)  loss_giou_aux_2: 0.5247 (0.5073)  loss_giou_aux_3: 0.5163 (0.5045)  loss_giou_aux_4: 0.5143 (0.5033)  loss_giou_aux_5: 0.6108 (0.5993)  loss_giou_dn_0: 0.6375 (0.6241)  loss_giou_dn_1: 0.5352 (0.5190)  loss_giou_dn_2: 0.5165 (0.4906)  loss_giou_dn_3: 0.5104 (0.4820)  loss_giou_dn_4: 0.5081 (0.4800)  loss_giou_dn_5: 0.5080 (0.4802)  loss_vfl: 0.6843 (0.7068)  loss_vfl_aux_0: 0.7992 (0.8332)  loss_vfl_aux_1: 0.7491 (0.7743)  loss_vfl_aux_2: 0.7184 (0.7364)  loss_vfl_aux_3: 0.7020 (0.7182)  loss_vfl_aux_4: 0.6923 (0.7100)  loss_vfl_aux_5: 0.7817 (0.8047)  loss_vfl_dn_0: 0.4630 (0.4661)  loss_vfl_dn_1: 0.4098 (0.4045)  loss_vfl_dn_2: 0.3892 (0.3881)  loss_vfl_dn_3: 0.3835 (0.3805)  loss_vfl_dn_4: 0.3794 (0.3777)  loss_vfl_dn_5: 0.3782 (0.3769)  time: 0.4572  data: 0.0141  max mem: 5654
Epoch: [22]  [2500/7393]  eta: 0:38:54  lr: 0.000010  loss: 17.0718 (16.9761)  loss_bbox: 0.1627 (0.1656)  loss_bbox_aux_0: 0.1746 (0.1786)  loss_bbox_aux_1: 0.1638 (0.1705)  loss_bbox_aux_2: 0.1611 (0.1677)  loss_bbox_aux_3: 0.1658 (0.1660)  loss_bbox_aux_4: 0.1600 (0.1657)  loss_bbox_aux_5: 0.2135 (0.2200)  loss_bbox_dn_0: 0.2897 (0.2979)  loss_bbox_dn_1: 0.2208 (0.2285)  loss_bbox_dn_2: 0.1953 (0.2068)  loss_bbox_dn_3: 0.1889 (0.1994)  loss_bbox_dn_4: 0.1878 (0.1979)  loss_bbox_dn_5: 0.1876 (0.1979)  loss_giou: 0.4979 (0.5035)  loss_giou_aux_0: 0.5260 (0.5276)  loss_giou_aux_1: 0.4993 (0.5127)  loss_giou_aux_2: 0.5042 (0.5078)  loss_giou_aux_3: 0.5081 (0.5048)  loss_giou_aux_4: 0.4976 (0.5037)  loss_giou_aux_5: 0.5873 (0.5996)  loss_giou_dn_0: 0.6230 (0.6243)  loss_giou_dn_1: 0.5138 (0.5192)  loss_giou_dn_2: 0.4876 (0.4908)  loss_giou_dn_3: 0.4831 (0.4822)  loss_giou_dn_4: 0.4812 (0.4802)  loss_giou_dn_5: 0.4824 (0.4804)  loss_vfl: 0.6809 (0.7068)  loss_vfl_aux_0: 0.8001 (0.8325)  loss_vfl_aux_1: 0.7477 (0.7743)  loss_vfl_aux_2: 0.7237 (0.7363)  loss_vfl_aux_3: 0.6991 (0.7182)  loss_vfl_aux_4: 0.6812 (0.7100)  loss_vfl_aux_5: 0.7916 (0.8046)  loss_vfl_dn_0: 0.4631 (0.4661)  loss_vfl_dn_1: 0.4001 (0.4046)  loss_vfl_dn_2: 0.3851 (0.3881)  loss_vfl_dn_3: 0.3794 (0.3806)  loss_vfl_dn_4: 0.3777 (0.3777)  loss_vfl_dn_5: 0.3774 (0.3770)  time: 0.4636  data: 0.0136  max mem: 5654
Epoch: [22]  [2600/7393]  eta: 0:38:05  lr: 0.000010  loss: 16.9767 (16.9759)  loss_bbox: 0.1571 (0.1658)  loss_bbox_aux_0: 0.1790 (0.1787)  loss_bbox_aux_1: 0.1511 (0.1706)  loss_bbox_aux_2: 0.1605 (0.1679)  loss_bbox_aux_3: 0.1557 (0.1661)  loss_bbox_aux_4: 0.1565 (0.1657)  loss_bbox_aux_5: 0.1985 (0.2200)  loss_bbox_dn_0: 0.2560 (0.2980)  loss_bbox_dn_1: 0.1834 (0.2285)  loss_bbox_dn_2: 0.1702 (0.2068)  loss_bbox_dn_3: 0.1622 (0.1994)  loss_bbox_dn_4: 0.1610 (0.1979)  loss_bbox_dn_5: 0.1610 (0.1979)  loss_giou: 0.5434 (0.5034)  loss_giou_aux_0: 0.5725 (0.5276)  loss_giou_aux_1: 0.5627 (0.5126)  loss_giou_aux_2: 0.5470 (0.5077)  loss_giou_aux_3: 0.5460 (0.5046)  loss_giou_aux_4: 0.5407 (0.5035)  loss_giou_aux_5: 0.6537 (0.5995)  loss_giou_dn_0: 0.6477 (0.6240)  loss_giou_dn_1: 0.5404 (0.5189)  loss_giou_dn_2: 0.5182 (0.4905)  loss_giou_dn_3: 0.5111 (0.4820)  loss_giou_dn_4: 0.5103 (0.4800)  loss_giou_dn_5: 0.5107 (0.4802)  loss_vfl: 0.6658 (0.7070)  loss_vfl_aux_0: 0.7712 (0.8324)  loss_vfl_aux_1: 0.7279 (0.7745)  loss_vfl_aux_2: 0.6881 (0.7365)  loss_vfl_aux_3: 0.6687 (0.7185)  loss_vfl_aux_4: 0.6696 (0.7103)  loss_vfl_aux_5: 0.7224 (0.8046)  loss_vfl_dn_0: 0.4612 (0.4662)  loss_vfl_dn_1: 0.4066 (0.4047)  loss_vfl_dn_2: 0.3913 (0.3882)  loss_vfl_dn_3: 0.3830 (0.3806)  loss_vfl_dn_4: 0.3792 (0.3777)  loss_vfl_dn_5: 0.3790 (0.3770)  time: 0.4678  data: 0.0145  max mem: 5654
Epoch: [22]  [2700/7393]  eta: 0:37:17  lr: 0.000010  loss: 16.5134 (16.9734)  loss_bbox: 0.1541 (0.1657)  loss_bbox_aux_0: 0.1620 (0.1785)  loss_bbox_aux_1: 0.1574 (0.1705)  loss_bbox_aux_2: 0.1532 (0.1678)  loss_bbox_aux_3: 0.1547 (0.1660)  loss_bbox_aux_4: 0.1532 (0.1656)  loss_bbox_aux_5: 0.2104 (0.2199)  loss_bbox_dn_0: 0.2810 (0.2977)  loss_bbox_dn_1: 0.2008 (0.2282)  loss_bbox_dn_2: 0.1807 (0.2066)  loss_bbox_dn_3: 0.1794 (0.1992)  loss_bbox_dn_4: 0.1797 (0.1977)  loss_bbox_dn_5: 0.1797 (0.1977)  loss_giou: 0.4547 (0.5033)  loss_giou_aux_0: 0.4829 (0.5274)  loss_giou_aux_1: 0.4639 (0.5124)  loss_giou_aux_2: 0.4612 (0.5075)  loss_giou_aux_3: 0.4539 (0.5044)  loss_giou_aux_4: 0.4470 (0.5033)  loss_giou_aux_5: 0.5523 (0.5993)  loss_giou_dn_0: 0.6037 (0.6239)  loss_giou_dn_1: 0.5094 (0.5189)  loss_giou_dn_2: 0.4809 (0.4905)  loss_giou_dn_3: 0.4690 (0.4820)  loss_giou_dn_4: 0.4674 (0.4800)  loss_giou_dn_5: 0.4675 (0.4802)  loss_vfl: 0.7212 (0.7072)  loss_vfl_aux_0: 0.8330 (0.8325)  loss_vfl_aux_1: 0.7787 (0.7746)  loss_vfl_aux_2: 0.7527 (0.7366)  loss_vfl_aux_3: 0.7389 (0.7188)  loss_vfl_aux_4: 0.7331 (0.7105)  loss_vfl_aux_5: 0.8180 (0.8043)  loss_vfl_dn_0: 0.4653 (0.4663)  loss_vfl_dn_1: 0.4060 (0.4047)  loss_vfl_dn_2: 0.3911 (0.3882)  loss_vfl_dn_3: 0.3866 (0.3807)  loss_vfl_dn_4: 0.3820 (0.3778)  loss_vfl_dn_5: 0.3806 (0.3771)  time: 0.4664  data: 0.0145  max mem: 5654
Epoch: [22]  [2800/7393]  eta: 0:36:29  lr: 0.000010  loss: 17.1168 (16.9664)  loss_bbox: 0.1522 (0.1655)  loss_bbox_aux_0: 0.1687 (0.1785)  loss_bbox_aux_1: 0.1589 (0.1704)  loss_bbox_aux_2: 0.1510 (0.1677)  loss_bbox_aux_3: 0.1475 (0.1658)  loss_bbox_aux_4: 0.1530 (0.1655)  loss_bbox_aux_5: 0.2185 (0.2199)  loss_bbox_dn_0: 0.2922 (0.2980)  loss_bbox_dn_1: 0.2094 (0.2284)  loss_bbox_dn_2: 0.1891 (0.2067)  loss_bbox_dn_3: 0.1824 (0.1993)  loss_bbox_dn_4: 0.1818 (0.1978)  loss_bbox_dn_5: 0.1819 (0.1978)  loss_giou: 0.4409 (0.5022)  loss_giou_aux_0: 0.4637 (0.5264)  loss_giou_aux_1: 0.4690 (0.5114)  loss_giou_aux_2: 0.4417 (0.5064)  loss_giou_aux_3: 0.4363 (0.5034)  loss_giou_aux_4: 0.4406 (0.5023)  loss_giou_aux_5: 0.5333 (0.5983)  loss_giou_dn_0: 0.6007 (0.6233)  loss_giou_dn_1: 0.4939 (0.5183)  loss_giou_dn_2: 0.4703 (0.4899)  loss_giou_dn_3: 0.4640 (0.4814)  loss_giou_dn_4: 0.4627 (0.4794)  loss_giou_dn_5: 0.4633 (0.4795)  loss_vfl: 0.7282 (0.7078)  loss_vfl_aux_0: 0.8447 (0.8330)  loss_vfl_aux_1: 0.7715 (0.7751)  loss_vfl_aux_2: 0.7379 (0.7372)  loss_vfl_aux_3: 0.7424 (0.7194)  loss_vfl_aux_4: 0.7309 (0.7111)  loss_vfl_aux_5: 0.8227 (0.8050)  loss_vfl_dn_0: 0.4677 (0.4664)  loss_vfl_dn_1: 0.4063 (0.4047)  loss_vfl_dn_2: 0.3850 (0.3881)  loss_vfl_dn_3: 0.3748 (0.3806)  loss_vfl_dn_4: 0.3729 (0.3777)  loss_vfl_dn_5: 0.3715 (0.3770)  time: 0.4741  data: 0.0142  max mem: 5654
Epoch: [22]  [2900/7393]  eta: 0:35:51  lr: 0.000010  loss: 16.6787 (16.9720)  loss_bbox: 0.1564 (0.1655)  loss_bbox_aux_0: 0.1642 (0.1784)  loss_bbox_aux_1: 0.1712 (0.1703)  loss_bbox_aux_2: 0.1657 (0.1677)  loss_bbox_aux_3: 0.1646 (0.1658)  loss_bbox_aux_4: 0.1617 (0.1654)  loss_bbox_aux_5: 0.2166 (0.2200)  loss_bbox_dn_0: 0.2769 (0.2981)  loss_bbox_dn_1: 0.2108 (0.2285)  loss_bbox_dn_2: 0.1946 (0.2067)  loss_bbox_dn_3: 0.1818 (0.1993)  loss_bbox_dn_4: 0.1826 (0.1979)  loss_bbox_dn_5: 0.1827 (0.1978)  loss_giou: 0.5330 (0.5025)  loss_giou_aux_0: 0.5483 (0.5267)  loss_giou_aux_1: 0.5298 (0.5118)  loss_giou_aux_2: 0.5405 (0.5068)  loss_giou_aux_3: 0.5333 (0.5038)  loss_giou_aux_4: 0.5321 (0.5026)  loss_giou_aux_5: 0.6320 (0.5988)  loss_giou_dn_0: 0.6231 (0.6235)  loss_giou_dn_1: 0.5287 (0.5185)  loss_giou_dn_2: 0.5135 (0.4902)  loss_giou_dn_3: 0.5001 (0.4816)  loss_giou_dn_4: 0.4956 (0.4796)  loss_giou_dn_5: 0.4955 (0.4798)  loss_vfl: 0.7100 (0.7082)  loss_vfl_aux_0: 0.8135 (0.8333)  loss_vfl_aux_1: 0.7758 (0.7754)  loss_vfl_aux_2: 0.7380 (0.7373)  loss_vfl_aux_3: 0.7140 (0.7196)  loss_vfl_aux_4: 0.7018 (0.7114)  loss_vfl_aux_5: 0.7960 (0.8051)  loss_vfl_dn_0: 0.4596 (0.4663)  loss_vfl_dn_1: 0.3876 (0.4046)  loss_vfl_dn_2: 0.3785 (0.3881)  loss_vfl_dn_3: 0.3723 (0.3806)  loss_vfl_dn_4: 0.3733 (0.3777)  loss_vfl_dn_5: 0.3721 (0.3770)  time: 0.7830  data: 0.0139  max mem: 5654
Epoch: [22]  [3000/7393]  eta: 0:35:01  lr: 0.000010  loss: 16.9577 (16.9756)  loss_bbox: 0.1539 (0.1656)  loss_bbox_aux_0: 0.1631 (0.1785)  loss_bbox_aux_1: 0.1575 (0.1705)  loss_bbox_aux_2: 0.1542 (0.1678)  loss_bbox_aux_3: 0.1567 (0.1659)  loss_bbox_aux_4: 0.1527 (0.1655)  loss_bbox_aux_5: 0.2071 (0.2202)  loss_bbox_dn_0: 0.2751 (0.2984)  loss_bbox_dn_1: 0.2176 (0.2288)  loss_bbox_dn_2: 0.2024 (0.2070)  loss_bbox_dn_3: 0.1939 (0.1996)  loss_bbox_dn_4: 0.1907 (0.1981)  loss_bbox_dn_5: 0.1905 (0.1981)  loss_giou: 0.4989 (0.5023)  loss_giou_aux_0: 0.5297 (0.5265)  loss_giou_aux_1: 0.5055 (0.5117)  loss_giou_aux_2: 0.5061 (0.5067)  loss_giou_aux_3: 0.4993 (0.5036)  loss_giou_aux_4: 0.4985 (0.5024)  loss_giou_aux_5: 0.5997 (0.5986)  loss_giou_dn_0: 0.6277 (0.6234)  loss_giou_dn_1: 0.5227 (0.5185)  loss_giou_dn_2: 0.4936 (0.4901)  loss_giou_dn_3: 0.4819 (0.4816)  loss_giou_dn_4: 0.4796 (0.4796)  loss_giou_dn_5: 0.4799 (0.4797)  loss_vfl: 0.6947 (0.7086)  loss_vfl_aux_0: 0.8104 (0.8338)  loss_vfl_aux_1: 0.7376 (0.7755)  loss_vfl_aux_2: 0.6989 (0.7376)  loss_vfl_aux_3: 0.6962 (0.7198)  loss_vfl_aux_4: 0.7057 (0.7118)  loss_vfl_aux_5: 0.7636 (0.8053)  loss_vfl_dn_0: 0.4728 (0.4664)  loss_vfl_dn_1: 0.4060 (0.4047)  loss_vfl_dn_2: 0.3902 (0.3882)  loss_vfl_dn_3: 0.3857 (0.3806)  loss_vfl_dn_4: 0.3820 (0.3777)  loss_vfl_dn_5: 0.3818 (0.3770)  time: 0.4695  data: 0.0134  max mem: 5654
Epoch: [22]  [3100/7393]  eta: 0:34:12  lr: 0.000010  loss: 17.1987 (16.9746)  loss_bbox: 0.1573 (0.1655)  loss_bbox_aux_0: 0.1757 (0.1784)  loss_bbox_aux_1: 0.1637 (0.1705)  loss_bbox_aux_2: 0.1598 (0.1677)  loss_bbox_aux_3: 0.1563 (0.1658)  loss_bbox_aux_4: 0.1536 (0.1654)  loss_bbox_aux_5: 0.2066 (0.2202)  loss_bbox_dn_0: 0.2794 (0.2985)  loss_bbox_dn_1: 0.2174 (0.2289)  loss_bbox_dn_2: 0.2035 (0.2071)  loss_bbox_dn_3: 0.1917 (0.1997)  loss_bbox_dn_4: 0.1894 (0.1982)  loss_bbox_dn_5: 0.1894 (0.1982)  loss_giou: 0.5426 (0.5019)  loss_giou_aux_0: 0.5792 (0.5262)  loss_giou_aux_1: 0.5642 (0.5114)  loss_giou_aux_2: 0.5479 (0.5063)  loss_giou_aux_3: 0.5335 (0.5032)  loss_giou_aux_4: 0.5388 (0.5020)  loss_giou_aux_5: 0.6448 (0.5983)  loss_giou_dn_0: 0.6414 (0.6232)  loss_giou_dn_1: 0.5409 (0.5184)  loss_giou_dn_2: 0.5138 (0.4900)  loss_giou_dn_3: 0.5045 (0.4815)  loss_giou_dn_4: 0.5045 (0.4795)  loss_giou_dn_5: 0.5048 (0.4796)  loss_vfl: 0.7142 (0.7089)  loss_vfl_aux_0: 0.8244 (0.8341)  loss_vfl_aux_1: 0.7684 (0.7756)  loss_vfl_aux_2: 0.7371 (0.7380)  loss_vfl_aux_3: 0.7206 (0.7202)  loss_vfl_aux_4: 0.7178 (0.7121)  loss_vfl_aux_5: 0.7876 (0.8055)  loss_vfl_dn_0: 0.4683 (0.4664)  loss_vfl_dn_1: 0.4132 (0.4047)  loss_vfl_dn_2: 0.3955 (0.3881)  loss_vfl_dn_3: 0.3865 (0.3806)  loss_vfl_dn_4: 0.3834 (0.3777)  loss_vfl_dn_5: 0.3836 (0.3769)  time: 0.4702  data: 0.0139  max mem: 5654
Epoch: [22]  [3200/7393]  eta: 0:33:24  lr: 0.000010  loss: 17.0684 (16.9761)  loss_bbox: 0.1565 (0.1655)  loss_bbox_aux_0: 0.1661 (0.1784)  loss_bbox_aux_1: 0.1585 (0.1704)  loss_bbox_aux_2: 0.1594 (0.1677)  loss_bbox_aux_3: 0.1569 (0.1658)  loss_bbox_aux_4: 0.1552 (0.1654)  loss_bbox_aux_5: 0.2187 (0.2201)  loss_bbox_dn_0: 0.2996 (0.2985)  loss_bbox_dn_1: 0.2182 (0.2290)  loss_bbox_dn_2: 0.1976 (0.2072)  loss_bbox_dn_3: 0.1889 (0.1998)  loss_bbox_dn_4: 0.1863 (0.1983)  loss_bbox_dn_5: 0.1863 (0.1982)  loss_giou: 0.4680 (0.5019)  loss_giou_aux_0: 0.4998 (0.5262)  loss_giou_aux_1: 0.4755 (0.5114)  loss_giou_aux_2: 0.4736 (0.5063)  loss_giou_aux_3: 0.4697 (0.5032)  loss_giou_aux_4: 0.4703 (0.5020)  loss_giou_aux_5: 0.5789 (0.5984)  loss_giou_dn_0: 0.6132 (0.6234)  loss_giou_dn_1: 0.5117 (0.5185)  loss_giou_dn_2: 0.4852 (0.4901)  loss_giou_dn_3: 0.4799 (0.4816)  loss_giou_dn_4: 0.4786 (0.4796)  loss_giou_dn_5: 0.4794 (0.4797)  loss_vfl: 0.7126 (0.7089)  loss_vfl_aux_0: 0.8275 (0.8339)  loss_vfl_aux_1: 0.7640 (0.7756)  loss_vfl_aux_2: 0.7221 (0.7379)  loss_vfl_aux_3: 0.7218 (0.7203)  loss_vfl_aux_4: 0.7109 (0.7122)  loss_vfl_aux_5: 0.8052 (0.8055)  loss_vfl_dn_0: 0.4634 (0.4665)  loss_vfl_dn_1: 0.4017 (0.4048)  loss_vfl_dn_2: 0.3822 (0.3883)  loss_vfl_dn_3: 0.3741 (0.3807)  loss_vfl_dn_4: 0.3729 (0.3778)  loss_vfl_dn_5: 0.3718 (0.3771)  time: 0.4721  data: 0.0142  max mem: 5654
Epoch: [22]  [3300/7393]  eta: 0:32:35  lr: 0.000010  loss: 17.0663 (16.9819)  loss_bbox: 0.1438 (0.1656)  loss_bbox_aux_0: 0.1668 (0.1783)  loss_bbox_aux_1: 0.1527 (0.1705)  loss_bbox_aux_2: 0.1535 (0.1677)  loss_bbox_aux_3: 0.1530 (0.1659)  loss_bbox_aux_4: 0.1425 (0.1655)  loss_bbox_aux_5: 0.2080 (0.2200)  loss_bbox_dn_0: 0.2456 (0.2984)  loss_bbox_dn_1: 0.1849 (0.2289)  loss_bbox_dn_2: 0.1728 (0.2071)  loss_bbox_dn_3: 0.1651 (0.1997)  loss_bbox_dn_4: 0.1622 (0.1982)  loss_bbox_dn_5: 0.1623 (0.1982)  loss_giou: 0.5518 (0.5025)  loss_giou_aux_0: 0.5675 (0.5267)  loss_giou_aux_1: 0.5550 (0.5119)  loss_giou_aux_2: 0.5519 (0.5069)  loss_giou_aux_3: 0.5560 (0.5038)  loss_giou_aux_4: 0.5554 (0.5026)  loss_giou_aux_5: 0.6365 (0.5989)  loss_giou_dn_0: 0.6524 (0.6237)  loss_giou_dn_1: 0.5565 (0.5189)  loss_giou_dn_2: 0.5195 (0.4905)  loss_giou_dn_3: 0.5167 (0.4820)  loss_giou_dn_4: 0.5155 (0.4800)  loss_giou_dn_5: 0.5160 (0.4802)  loss_vfl: 0.6891 (0.7090)  loss_vfl_aux_0: 0.7997 (0.8339)  loss_vfl_aux_1: 0.7458 (0.7756)  loss_vfl_aux_2: 0.7052 (0.7379)  loss_vfl_aux_3: 0.6844 (0.7202)  loss_vfl_aux_4: 0.6965 (0.7123)  loss_vfl_aux_5: 0.7654 (0.8054)  loss_vfl_dn_0: 0.4548 (0.4664)  loss_vfl_dn_1: 0.4017 (0.4047)  loss_vfl_dn_2: 0.3839 (0.3882)  loss_vfl_dn_3: 0.3733 (0.3807)  loss_vfl_dn_4: 0.3717 (0.3777)  loss_vfl_dn_5: 0.3714 (0.3770)  time: 0.4616  data: 0.0137  max mem: 5654
Epoch: [22]  [3400/7393]  eta: 0:31:52  lr: 0.000010  loss: 16.9085 (16.9783)  loss_bbox: 0.1612 (0.1655)  loss_bbox_aux_0: 0.1758 (0.1782)  loss_bbox_aux_1: 0.1586 (0.1704)  loss_bbox_aux_2: 0.1486 (0.1675)  loss_bbox_aux_3: 0.1588 (0.1658)  loss_bbox_aux_4: 0.1546 (0.1654)  loss_bbox_aux_5: 0.2066 (0.2199)  loss_bbox_dn_0: 0.2794 (0.2979)  loss_bbox_dn_1: 0.2038 (0.2285)  loss_bbox_dn_2: 0.1964 (0.2068)  loss_bbox_dn_3: 0.1865 (0.1994)  loss_bbox_dn_4: 0.1838 (0.1979)  loss_bbox_dn_5: 0.1842 (0.1979)  loss_giou: 0.5165 (0.5028)  loss_giou_aux_0: 0.5401 (0.5270)  loss_giou_aux_1: 0.5268 (0.5122)  loss_giou_aux_2: 0.5164 (0.5071)  loss_giou_aux_3: 0.5116 (0.5041)  loss_giou_aux_4: 0.5122 (0.5029)  loss_giou_aux_5: 0.6200 (0.5992)  loss_giou_dn_0: 0.6244 (0.6237)  loss_giou_dn_1: 0.5299 (0.5190)  loss_giou_dn_2: 0.4953 (0.4907)  loss_giou_dn_3: 0.4821 (0.4822)  loss_giou_dn_4: 0.4790 (0.4802)  loss_giou_dn_5: 0.4794 (0.4804)  loss_vfl: 0.7041 (0.7087)  loss_vfl_aux_0: 0.8257 (0.8336)  loss_vfl_aux_1: 0.7716 (0.7751)  loss_vfl_aux_2: 0.7372 (0.7376)  loss_vfl_aux_3: 0.7058 (0.7198)  loss_vfl_aux_4: 0.7084 (0.7120)  loss_vfl_aux_5: 0.8019 (0.8048)  loss_vfl_dn_0: 0.4654 (0.4663)  loss_vfl_dn_1: 0.4124 (0.4046)  loss_vfl_dn_2: 0.3921 (0.3881)  loss_vfl_dn_3: 0.3859 (0.3805)  loss_vfl_dn_4: 0.3868 (0.3776)  loss_vfl_dn_5: 0.3862 (0.3769)  time: 0.4717  data: 0.0141  max mem: 5654
Epoch: [22]  [3500/7393]  eta: 0:31:05  lr: 0.000010  loss: 16.5841 (16.9759)  loss_bbox: 0.1502 (0.1655)  loss_bbox_aux_0: 0.1651 (0.1782)  loss_bbox_aux_1: 0.1515 (0.1704)  loss_bbox_aux_2: 0.1594 (0.1675)  loss_bbox_aux_3: 0.1580 (0.1658)  loss_bbox_aux_4: 0.1559 (0.1653)  loss_bbox_aux_5: 0.2110 (0.2199)  loss_bbox_dn_0: 0.2876 (0.2979)  loss_bbox_dn_1: 0.2222 (0.2285)  loss_bbox_dn_2: 0.2037 (0.2068)  loss_bbox_dn_3: 0.1987 (0.1994)  loss_bbox_dn_4: 0.1973 (0.1979)  loss_bbox_dn_5: 0.1968 (0.1979)  loss_giou: 0.4593 (0.5023)  loss_giou_aux_0: 0.4700 (0.5264)  loss_giou_aux_1: 0.4724 (0.5117)  loss_giou_aux_2: 0.4616 (0.5065)  loss_giou_aux_3: 0.4620 (0.5035)  loss_giou_aux_4: 0.4575 (0.5023)  loss_giou_aux_5: 0.5571 (0.5987)  loss_giou_dn_0: 0.6037 (0.6235)  loss_giou_dn_1: 0.4953 (0.5188)  loss_giou_dn_2: 0.4716 (0.4904)  loss_giou_dn_3: 0.4591 (0.4819)  loss_giou_dn_4: 0.4558 (0.4799)  loss_giou_dn_5: 0.4555 (0.4801)  loss_vfl: 0.7510 (0.7091)  loss_vfl_aux_0: 0.8657 (0.8340)  loss_vfl_aux_1: 0.8127 (0.7754)  loss_vfl_aux_2: 0.7591 (0.7382)  loss_vfl_aux_3: 0.7636 (0.7203)  loss_vfl_aux_4: 0.7371 (0.7123)  loss_vfl_aux_5: 0.8375 (0.8054)  loss_vfl_dn_0: 0.4666 (0.4663)  loss_vfl_dn_1: 0.4046 (0.4046)  loss_vfl_dn_2: 0.3864 (0.3881)  loss_vfl_dn_3: 0.3801 (0.3805)  loss_vfl_dn_4: 0.3760 (0.3777)  loss_vfl_dn_5: 0.3770 (0.3770)  time: 0.4896  data: 0.0142  max mem: 5654
Epoch: [22]  [3600/7393]  eta: 0:30:17  lr: 0.000010  loss: 17.1304 (16.9811)  loss_bbox: 0.1633 (0.1656)  loss_bbox_aux_0: 0.1676 (0.1783)  loss_bbox_aux_1: 0.1590 (0.1704)  loss_bbox_aux_2: 0.1586 (0.1676)  loss_bbox_aux_3: 0.1620 (0.1659)  loss_bbox_aux_4: 0.1633 (0.1655)  loss_bbox_aux_5: 0.2066 (0.2200)  loss_bbox_dn_0: 0.2699 (0.2981)  loss_bbox_dn_1: 0.2095 (0.2287)  loss_bbox_dn_2: 0.1880 (0.2069)  loss_bbox_dn_3: 0.1808 (0.1996)  loss_bbox_dn_4: 0.1793 (0.1981)  loss_bbox_dn_5: 0.1793 (0.1981)  loss_giou: 0.5303 (0.5024)  loss_giou_aux_0: 0.5615 (0.5265)  loss_giou_aux_1: 0.5490 (0.5117)  loss_giou_aux_2: 0.5311 (0.5066)  loss_giou_aux_3: 0.5260 (0.5036)  loss_giou_aux_4: 0.5305 (0.5024)  loss_giou_aux_5: 0.6664 (0.5988)  loss_giou_dn_0: 0.6381 (0.6236)  loss_giou_dn_1: 0.5280 (0.5189)  loss_giou_dn_2: 0.5016 (0.4905)  loss_giou_dn_3: 0.4867 (0.4820)  loss_giou_dn_4: 0.4831 (0.4800)  loss_giou_dn_5: 0.4834 (0.4802)  loss_vfl: 0.6954 (0.7093)  loss_vfl_aux_0: 0.8298 (0.8343)  loss_vfl_aux_1: 0.7743 (0.7759)  loss_vfl_aux_2: 0.7197 (0.7385)  loss_vfl_aux_3: 0.7056 (0.7205)  loss_vfl_aux_4: 0.7019 (0.7125)  loss_vfl_aux_5: 0.7846 (0.8059)  loss_vfl_dn_0: 0.4574 (0.4663)  loss_vfl_dn_1: 0.4041 (0.4045)  loss_vfl_dn_2: 0.3868 (0.3881)  loss_vfl_dn_3: 0.3793 (0.3805)  loss_vfl_dn_4: 0.3750 (0.3777)  loss_vfl_dn_5: 0.3730 (0.3770)  time: 0.4785  data: 0.0139  max mem: 5654
Epoch: [22]  [3700/7393]  eta: 0:29:35  lr: 0.000010  loss: 16.9391 (16.9807)  loss_bbox: 0.1665 (0.1657)  loss_bbox_aux_0: 0.1852 (0.1784)  loss_bbox_aux_1: 0.1651 (0.1705)  loss_bbox_aux_2: 0.1647 (0.1677)  loss_bbox_aux_3: 0.1615 (0.1660)  loss_bbox_aux_4: 0.1716 (0.1656)  loss_bbox_aux_5: 0.2159 (0.2201)  loss_bbox_dn_0: 0.3097 (0.2983)  loss_bbox_dn_1: 0.2489 (0.2289)  loss_bbox_dn_2: 0.2228 (0.2071)  loss_bbox_dn_3: 0.2161 (0.1997)  loss_bbox_dn_4: 0.2108 (0.1982)  loss_bbox_dn_5: 0.2104 (0.1982)  loss_giou: 0.4344 (0.5022)  loss_giou_aux_0: 0.4682 (0.5263)  loss_giou_aux_1: 0.4418 (0.5115)  loss_giou_aux_2: 0.4391 (0.5064)  loss_giou_aux_3: 0.4339 (0.5034)  loss_giou_aux_4: 0.4348 (0.5022)  loss_giou_aux_5: 0.5319 (0.5986)  loss_giou_dn_0: 0.6007 (0.6234)  loss_giou_dn_1: 0.4803 (0.5187)  loss_giou_dn_2: 0.4482 (0.4903)  loss_giou_dn_3: 0.4427 (0.4818)  loss_giou_dn_4: 0.4414 (0.4799)  loss_giou_dn_5: 0.4413 (0.4800)  loss_vfl: 0.7083 (0.7094)  loss_vfl_aux_0: 0.8320 (0.8345)  loss_vfl_aux_1: 0.7687 (0.7760)  loss_vfl_aux_2: 0.7353 (0.7386)  loss_vfl_aux_3: 0.7117 (0.7205)  loss_vfl_aux_4: 0.7101 (0.7127)  loss_vfl_aux_5: 0.8092 (0.8061)  loss_vfl_dn_0: 0.4686 (0.4663)  loss_vfl_dn_1: 0.3980 (0.4045)  loss_vfl_dn_2: 0.3822 (0.3880)  loss_vfl_dn_3: 0.3770 (0.3805)  loss_vfl_dn_4: 0.3728 (0.3776)  loss_vfl_dn_5: 0.3730 (0.3769)  time: 0.7894  data: 0.0147  max mem: 5654
Epoch: [22]  [3800/7393]  eta: 0:28:46  lr: 0.000010  loss: 17.3384 (16.9820)  loss_bbox: 0.1553 (0.1658)  loss_bbox_aux_0: 0.1910 (0.1785)  loss_bbox_aux_1: 0.1691 (0.1706)  loss_bbox_aux_2: 0.1602 (0.1678)  loss_bbox_aux_3: 0.1569 (0.1661)  loss_bbox_aux_4: 0.1554 (0.1657)  loss_bbox_aux_5: 0.2254 (0.2202)  loss_bbox_dn_0: 0.3092 (0.2985)  loss_bbox_dn_1: 0.2310 (0.2290)  loss_bbox_dn_2: 0.2057 (0.2073)  loss_bbox_dn_3: 0.1965 (0.1999)  loss_bbox_dn_4: 0.1939 (0.1984)  loss_bbox_dn_5: 0.1940 (0.1984)  loss_giou: 0.4916 (0.5020)  loss_giou_aux_0: 0.5211 (0.5262)  loss_giou_aux_1: 0.5185 (0.5114)  loss_giou_aux_2: 0.4966 (0.5062)  loss_giou_aux_3: 0.4940 (0.5032)  loss_giou_aux_4: 0.4893 (0.5020)  loss_giou_aux_5: 0.5836 (0.5985)  loss_giou_dn_0: 0.6571 (0.6234)  loss_giou_dn_1: 0.5517 (0.5187)  loss_giou_dn_2: 0.5103 (0.4904)  loss_giou_dn_3: 0.4986 (0.4819)  loss_giou_dn_4: 0.4978 (0.4799)  loss_giou_dn_5: 0.4977 (0.4801)  loss_vfl: 0.7110 (0.7096)  loss_vfl_aux_0: 0.8324 (0.8344)  loss_vfl_aux_1: 0.7563 (0.7759)  loss_vfl_aux_2: 0.7369 (0.7387)  loss_vfl_aux_3: 0.7258 (0.7206)  loss_vfl_aux_4: 0.7139 (0.7128)  loss_vfl_aux_5: 0.8000 (0.8061)  loss_vfl_dn_0: 0.4596 (0.4662)  loss_vfl_dn_1: 0.4079 (0.4045)  loss_vfl_dn_2: 0.3953 (0.3881)  loss_vfl_dn_3: 0.3878 (0.3805)  loss_vfl_dn_4: 0.3866 (0.3776)  loss_vfl_dn_5: 0.3844 (0.3769)  time: 0.4551  data: 0.0143  max mem: 5654
Epoch: [22]  [3900/7393]  eta: 0:27:58  lr: 0.000010  loss: 17.1659 (16.9806)  loss_bbox: 0.1585 (0.1658)  loss_bbox_aux_0: 0.1692 (0.1785)  loss_bbox_aux_1: 0.1581 (0.1706)  loss_bbox_aux_2: 0.1595 (0.1679)  loss_bbox_aux_3: 0.1635 (0.1661)  loss_bbox_aux_4: 0.1618 (0.1657)  loss_bbox_aux_5: 0.2037 (0.2203)  loss_bbox_dn_0: 0.2585 (0.2985)  loss_bbox_dn_1: 0.2028 (0.2290)  loss_bbox_dn_2: 0.1860 (0.2072)  loss_bbox_dn_3: 0.1811 (0.1999)  loss_bbox_dn_4: 0.1816 (0.1984)  loss_bbox_dn_5: 0.1817 (0.1984)  loss_giou: 0.4964 (0.5019)  loss_giou_aux_0: 0.5240 (0.5261)  loss_giou_aux_1: 0.4978 (0.5113)  loss_giou_aux_2: 0.4964 (0.5061)  loss_giou_aux_3: 0.5012 (0.5031)  loss_giou_aux_4: 0.4917 (0.5019)  loss_giou_aux_5: 0.5854 (0.5986)  loss_giou_dn_0: 0.6179 (0.6232)  loss_giou_dn_1: 0.5232 (0.5184)  loss_giou_dn_2: 0.4864 (0.4901)  loss_giou_dn_3: 0.4830 (0.4816)  loss_giou_dn_4: 0.4804 (0.4796)  loss_giou_dn_5: 0.4804 (0.4798)  loss_vfl: 0.7076 (0.7097)  loss_vfl_aux_0: 0.8018 (0.8344)  loss_vfl_aux_1: 0.7973 (0.7761)  loss_vfl_aux_2: 0.7338 (0.7388)  loss_vfl_aux_3: 0.7218 (0.7208)  loss_vfl_aux_4: 0.7129 (0.7129)  loss_vfl_aux_5: 0.8332 (0.8061)  loss_vfl_dn_0: 0.4686 (0.4663)  loss_vfl_dn_1: 0.4087 (0.4045)  loss_vfl_dn_2: 0.3936 (0.3881)  loss_vfl_dn_3: 0.3853 (0.3805)  loss_vfl_dn_4: 0.3815 (0.3776)  loss_vfl_dn_5: 0.3827 (0.3769)  time: 0.4852  data: 0.0138  max mem: 5654
Epoch: [22]  [4000/7393]  eta: 0:27:09  lr: 0.000010  loss: 17.1799 (16.9819)  loss_bbox: 0.1772 (0.1659)  loss_bbox_aux_0: 0.1839 (0.1787)  loss_bbox_aux_1: 0.1880 (0.1708)  loss_bbox_aux_2: 0.1703 (0.1680)  loss_bbox_aux_3: 0.1762 (0.1662)  loss_bbox_aux_4: 0.1772 (0.1658)  loss_bbox_aux_5: 0.2374 (0.2204)  loss_bbox_dn_0: 0.3131 (0.2985)  loss_bbox_dn_1: 0.2490 (0.2291)  loss_bbox_dn_2: 0.2219 (0.2073)  loss_bbox_dn_3: 0.2084 (0.2000)  loss_bbox_dn_4: 0.2068 (0.1985)  loss_bbox_dn_5: 0.2070 (0.1985)  loss_giou: 0.4937 (0.5020)  loss_giou_aux_0: 0.5163 (0.5263)  loss_giou_aux_1: 0.5024 (0.5114)  loss_giou_aux_2: 0.4929 (0.5062)  loss_giou_aux_3: 0.4963 (0.5033)  loss_giou_aux_4: 0.4951 (0.5020)  loss_giou_aux_5: 0.5802 (0.5986)  loss_giou_dn_0: 0.6261 (0.6232)  loss_giou_dn_1: 0.5410 (0.5186)  loss_giou_dn_2: 0.5072 (0.4902)  loss_giou_dn_3: 0.5010 (0.4817)  loss_giou_dn_4: 0.4991 (0.4798)  loss_giou_dn_5: 0.4994 (0.4799)  loss_vfl: 0.7345 (0.7096)  loss_vfl_aux_0: 0.8302 (0.8339)  loss_vfl_aux_1: 0.7820 (0.7758)  loss_vfl_aux_2: 0.7584 (0.7386)  loss_vfl_aux_3: 0.7532 (0.7206)  loss_vfl_aux_4: 0.7410 (0.7128)  loss_vfl_aux_5: 0.7989 (0.8058)  loss_vfl_dn_0: 0.4611 (0.4662)  loss_vfl_dn_1: 0.4007 (0.4044)  loss_vfl_dn_2: 0.3836 (0.3880)  loss_vfl_dn_3: 0.3767 (0.3805)  loss_vfl_dn_4: 0.3760 (0.3776)  loss_vfl_dn_5: 0.3771 (0.3769)  time: 0.4822  data: 0.0138  max mem: 5654
Epoch: [22]  [4100/7393]  eta: 0:26:21  lr: 0.000010  loss: 16.7925 (16.9791)  loss_bbox: 0.1700 (0.1659)  loss_bbox_aux_0: 0.1720 (0.1787)  loss_bbox_aux_1: 0.1692 (0.1707)  loss_bbox_aux_2: 0.1703 (0.1680)  loss_bbox_aux_3: 0.1713 (0.1662)  loss_bbox_aux_4: 0.1684 (0.1658)  loss_bbox_aux_5: 0.2169 (0.2203)  loss_bbox_dn_0: 0.3080 (0.2984)  loss_bbox_dn_1: 0.2287 (0.2290)  loss_bbox_dn_2: 0.2012 (0.2072)  loss_bbox_dn_3: 0.1921 (0.1999)  loss_bbox_dn_4: 0.1913 (0.1984)  loss_bbox_dn_5: 0.1914 (0.1984)  loss_giou: 0.4768 (0.5021)  loss_giou_aux_0: 0.5163 (0.5264)  loss_giou_aux_1: 0.4775 (0.5115)  loss_giou_aux_2: 0.4839 (0.5064)  loss_giou_aux_3: 0.4921 (0.5034)  loss_giou_aux_4: 0.4736 (0.5022)  loss_giou_aux_5: 0.5613 (0.5987)  loss_giou_dn_0: 0.6183 (0.6231)  loss_giou_dn_1: 0.4952 (0.5185)  loss_giou_dn_2: 0.4638 (0.4902)  loss_giou_dn_3: 0.4550 (0.4817)  loss_giou_dn_4: 0.4528 (0.4797)  loss_giou_dn_5: 0.4532 (0.4799)  loss_vfl: 0.7166 (0.7093)  loss_vfl_aux_0: 0.8413 (0.8335)  loss_vfl_aux_1: 0.7703 (0.7754)  loss_vfl_aux_2: 0.7519 (0.7383)  loss_vfl_aux_3: 0.7260 (0.7203)  loss_vfl_aux_4: 0.7143 (0.7125)  loss_vfl_aux_5: 0.8078 (0.8056)  loss_vfl_dn_0: 0.4658 (0.4662)  loss_vfl_dn_1: 0.4001 (0.4044)  loss_vfl_dn_2: 0.3844 (0.3880)  loss_vfl_dn_3: 0.3802 (0.3805)  loss_vfl_dn_4: 0.3775 (0.3776)  loss_vfl_dn_5: 0.3781 (0.3769)  time: 0.4748  data: 0.0138  max mem: 5654
Epoch: [22]  [4200/7393]  eta: 0:25:32  lr: 0.000010  loss: 16.2841 (16.9751)  loss_bbox: 0.1655 (0.1658)  loss_bbox_aux_0: 0.1677 (0.1786)  loss_bbox_aux_1: 0.1584 (0.1706)  loss_bbox_aux_2: 0.1559 (0.1678)  loss_bbox_aux_3: 0.1621 (0.1661)  loss_bbox_aux_4: 0.1647 (0.1657)  loss_bbox_aux_5: 0.2168 (0.2202)  loss_bbox_dn_0: 0.2795 (0.2983)  loss_bbox_dn_1: 0.2125 (0.2289)  loss_bbox_dn_2: 0.1993 (0.2071)  loss_bbox_dn_3: 0.1974 (0.1998)  loss_bbox_dn_4: 0.1962 (0.1983)  loss_bbox_dn_5: 0.1961 (0.1983)  loss_giou: 0.4753 (0.5020)  loss_giou_aux_0: 0.5000 (0.5263)  loss_giou_aux_1: 0.4802 (0.5113)  loss_giou_aux_2: 0.4800 (0.5062)  loss_giou_aux_3: 0.4752 (0.5033)  loss_giou_aux_4: 0.4782 (0.5021)  loss_giou_aux_5: 0.5701 (0.5985)  loss_giou_dn_0: 0.6127 (0.6229)  loss_giou_dn_1: 0.5096 (0.5183)  loss_giou_dn_2: 0.4755 (0.4899)  loss_giou_dn_3: 0.4656 (0.4815)  loss_giou_dn_4: 0.4629 (0.4795)  loss_giou_dn_5: 0.4631 (0.4797)  loss_vfl: 0.6924 (0.7092)  loss_vfl_aux_0: 0.8098 (0.8335)  loss_vfl_aux_1: 0.7635 (0.7755)  loss_vfl_aux_2: 0.7072 (0.7383)  loss_vfl_aux_3: 0.7098 (0.7203)  loss_vfl_aux_4: 0.6901 (0.7124)  loss_vfl_aux_5: 0.7638 (0.8057)  loss_vfl_dn_0: 0.4690 (0.4663)  loss_vfl_dn_1: 0.4066 (0.4044)  loss_vfl_dn_2: 0.3912 (0.3880)  loss_vfl_dn_3: 0.3817 (0.3804)  loss_vfl_dn_4: 0.3782 (0.3775)  loss_vfl_dn_5: 0.3758 (0.3768)  time: 0.4909  data: 0.0143  max mem: 5654
Epoch: [22]  [4300/7393]  eta: 0:24:43  lr: 0.000010  loss: 17.0411 (16.9737)  loss_bbox: 0.1713 (0.1658)  loss_bbox_aux_0: 0.1813 (0.1785)  loss_bbox_aux_1: 0.1754 (0.1706)  loss_bbox_aux_2: 0.1706 (0.1678)  loss_bbox_aux_3: 0.1716 (0.1661)  loss_bbox_aux_4: 0.1713 (0.1656)  loss_bbox_aux_5: 0.2170 (0.2201)  loss_bbox_dn_0: 0.3098 (0.2979)  loss_bbox_dn_1: 0.2415 (0.2287)  loss_bbox_dn_2: 0.2145 (0.2069)  loss_bbox_dn_3: 0.2077 (0.1996)  loss_bbox_dn_4: 0.2048 (0.1981)  loss_bbox_dn_5: 0.2048 (0.1981)  loss_giou: 0.4755 (0.5025)  loss_giou_aux_0: 0.4791 (0.5268)  loss_giou_aux_1: 0.4708 (0.5118)  loss_giou_aux_2: 0.4730 (0.5067)  loss_giou_aux_3: 0.4781 (0.5037)  loss_giou_aux_4: 0.4756 (0.5025)  loss_giou_aux_5: 0.5436 (0.5989)  loss_giou_dn_0: 0.5962 (0.6229)  loss_giou_dn_1: 0.4850 (0.5184)  loss_giou_dn_2: 0.4484 (0.4901)  loss_giou_dn_3: 0.4428 (0.4816)  loss_giou_dn_4: 0.4406 (0.4797)  loss_giou_dn_5: 0.4408 (0.4798)  loss_vfl: 0.6745 (0.7087)  loss_vfl_aux_0: 0.8239 (0.8331)  loss_vfl_aux_1: 0.7542 (0.7749)  loss_vfl_aux_2: 0.7325 (0.7379)  loss_vfl_aux_3: 0.7012 (0.7198)  loss_vfl_aux_4: 0.6863 (0.7119)  loss_vfl_aux_5: 0.7863 (0.8053)  loss_vfl_dn_0: 0.4586 (0.4661)  loss_vfl_dn_1: 0.3990 (0.4043)  loss_vfl_dn_2: 0.3834 (0.3879)  loss_vfl_dn_3: 0.3746 (0.3803)  loss_vfl_dn_4: 0.3735 (0.3775)  loss_vfl_dn_5: 0.3725 (0.3767)  time: 0.4710  data: 0.0135  max mem: 5654
Epoch: [22]  [4400/7393]  eta: 0:23:55  lr: 0.000010  loss: 17.0088 (16.9741)  loss_bbox: 0.1587 (0.1657)  loss_bbox_aux_0: 0.1643 (0.1784)  loss_bbox_aux_1: 0.1515 (0.1705)  loss_bbox_aux_2: 0.1583 (0.1677)  loss_bbox_aux_3: 0.1574 (0.1660)  loss_bbox_aux_4: 0.1514 (0.1656)  loss_bbox_aux_5: 0.2005 (0.2200)  loss_bbox_dn_0: 0.2712 (0.2979)  loss_bbox_dn_1: 0.1959 (0.2286)  loss_bbox_dn_2: 0.1776 (0.2069)  loss_bbox_dn_3: 0.1730 (0.1996)  loss_bbox_dn_4: 0.1728 (0.1981)  loss_bbox_dn_5: 0.1729 (0.1981)  loss_giou: 0.5006 (0.5025)  loss_giou_aux_0: 0.5307 (0.5268)  loss_giou_aux_1: 0.5127 (0.5118)  loss_giou_aux_2: 0.5116 (0.5068)  loss_giou_aux_3: 0.5015 (0.5038)  loss_giou_aux_4: 0.5036 (0.5026)  loss_giou_aux_5: 0.5996 (0.5990)  loss_giou_dn_0: 0.6405 (0.6231)  loss_giou_dn_1: 0.5322 (0.5185)  loss_giou_dn_2: 0.5069 (0.4901)  loss_giou_dn_3: 0.5017 (0.4817)  loss_giou_dn_4: 0.4993 (0.4797)  loss_giou_dn_5: 0.5007 (0.4799)  loss_vfl: 0.6579 (0.7088)  loss_vfl_aux_0: 0.7770 (0.8331)  loss_vfl_aux_1: 0.7354 (0.7751)  loss_vfl_aux_2: 0.6829 (0.7378)  loss_vfl_aux_3: 0.6720 (0.7199)  loss_vfl_aux_4: 0.6630 (0.7120)  loss_vfl_aux_5: 0.7442 (0.8052)  loss_vfl_dn_0: 0.4572 (0.4661)  loss_vfl_dn_1: 0.4004 (0.4043)  loss_vfl_dn_2: 0.3875 (0.3879)  loss_vfl_dn_3: 0.3796 (0.3804)  loss_vfl_dn_4: 0.3794 (0.3775)  loss_vfl_dn_5: 0.3795 (0.3768)  time: 0.4637  data: 0.0137  max mem: 5654
Epoch: [22]  [4500/7393]  eta: 0:23:09  lr: 0.000010  loss: 17.1881 (16.9735)  loss_bbox: 0.1500 (0.1656)  loss_bbox_aux_0: 0.1632 (0.1784)  loss_bbox_aux_1: 0.1556 (0.1704)  loss_bbox_aux_2: 0.1502 (0.1676)  loss_bbox_aux_3: 0.1519 (0.1659)  loss_bbox_aux_4: 0.1525 (0.1655)  loss_bbox_aux_5: 0.2304 (0.2200)  loss_bbox_dn_0: 0.2956 (0.2977)  loss_bbox_dn_1: 0.2416 (0.2285)  loss_bbox_dn_2: 0.2201 (0.2067)  loss_bbox_dn_3: 0.2152 (0.1994)  loss_bbox_dn_4: 0.2079 (0.1979)  loss_bbox_dn_5: 0.2079 (0.1979)  loss_giou: 0.4781 (0.5029)  loss_giou_aux_0: 0.5068 (0.5271)  loss_giou_aux_1: 0.4860 (0.5121)  loss_giou_aux_2: 0.4851 (0.5072)  loss_giou_aux_3: 0.4798 (0.5041)  loss_giou_aux_4: 0.4780 (0.5029)  loss_giou_aux_5: 0.5740 (0.5993)  loss_giou_dn_0: 0.6493 (0.6233)  loss_giou_dn_1: 0.5436 (0.5187)  loss_giou_dn_2: 0.5174 (0.4903)  loss_giou_dn_3: 0.5111 (0.4819)  loss_giou_dn_4: 0.5135 (0.4799)  loss_giou_dn_5: 0.5135 (0.4801)  loss_vfl: 0.7035 (0.7084)  loss_vfl_aux_0: 0.8079 (0.8326)  loss_vfl_aux_1: 0.7587 (0.7745)  loss_vfl_aux_2: 0.7138 (0.7374)  loss_vfl_aux_3: 0.7117 (0.7196)  loss_vfl_aux_4: 0.7071 (0.7117)  loss_vfl_aux_5: 0.7691 (0.8048)  loss_vfl_dn_0: 0.4574 (0.4661)  loss_vfl_dn_1: 0.3954 (0.4043)  loss_vfl_dn_2: 0.3854 (0.3880)  loss_vfl_dn_3: 0.3766 (0.3804)  loss_vfl_dn_4: 0.3735 (0.3775)  loss_vfl_dn_5: 0.3708 (0.3768)  time: 0.4766  data: 0.0136  max mem: 5654
Epoch: [22]  [4600/7393]  eta: 0:22:21  lr: 0.000010  loss: 16.8128 (16.9758)  loss_bbox: 0.1719 (0.1657)  loss_bbox_aux_0: 0.1765 (0.1785)  loss_bbox_aux_1: 0.1707 (0.1704)  loss_bbox_aux_2: 0.1750 (0.1677)  loss_bbox_aux_3: 0.1721 (0.1660)  loss_bbox_aux_4: 0.1767 (0.1656)  loss_bbox_aux_5: 0.2092 (0.2199)  loss_bbox_dn_0: 0.3068 (0.2976)  loss_bbox_dn_1: 0.2432 (0.2284)  loss_bbox_dn_2: 0.2197 (0.2067)  loss_bbox_dn_3: 0.2124 (0.1994)  loss_bbox_dn_4: 0.2113 (0.1979)  loss_bbox_dn_5: 0.2114 (0.1979)  loss_giou: 0.4803 (0.5030)  loss_giou_aux_0: 0.5064 (0.5273)  loss_giou_aux_1: 0.4840 (0.5122)  loss_giou_aux_2: 0.4803 (0.5073)  loss_giou_aux_3: 0.4854 (0.5042)  loss_giou_aux_4: 0.4843 (0.5030)  loss_giou_aux_5: 0.5655 (0.5994)  loss_giou_dn_0: 0.6217 (0.6233)  loss_giou_dn_1: 0.5214 (0.5188)  loss_giou_dn_2: 0.4933 (0.4905)  loss_giou_dn_3: 0.4853 (0.4820)  loss_giou_dn_4: 0.4829 (0.4801)  loss_giou_dn_5: 0.4832 (0.4802)  loss_vfl: 0.6887 (0.7086)  loss_vfl_aux_0: 0.8133 (0.8325)  loss_vfl_aux_1: 0.7911 (0.7747)  loss_vfl_aux_2: 0.7196 (0.7375)  loss_vfl_aux_3: 0.7167 (0.7197)  loss_vfl_aux_4: 0.7096 (0.7118)  loss_vfl_aux_5: 0.7988 (0.8048)  loss_vfl_dn_0: 0.4676 (0.4661)  loss_vfl_dn_1: 0.3989 (0.4043)  loss_vfl_dn_2: 0.3829 (0.3880)  loss_vfl_dn_3: 0.3768 (0.3804)  loss_vfl_dn_4: 0.3725 (0.3775)  loss_vfl_dn_5: 0.3738 (0.3768)  time: 0.4757  data: 0.0147  max mem: 5654
Epoch: [22]  [4700/7393]  eta: 0:21:32  lr: 0.000010  loss: 17.4989 (16.9780)  loss_bbox: 0.1552 (0.1655)  loss_bbox_aux_0: 0.1601 (0.1784)  loss_bbox_aux_1: 0.1533 (0.1703)  loss_bbox_aux_2: 0.1567 (0.1676)  loss_bbox_aux_3: 0.1537 (0.1659)  loss_bbox_aux_4: 0.1552 (0.1655)  loss_bbox_aux_5: 0.1934 (0.2199)  loss_bbox_dn_0: 0.2791 (0.2975)  loss_bbox_dn_1: 0.2215 (0.2283)  loss_bbox_dn_2: 0.2072 (0.2066)  loss_bbox_dn_3: 0.1966 (0.1993)  loss_bbox_dn_4: 0.1950 (0.1978)  loss_bbox_dn_5: 0.1947 (0.1978)  loss_giou: 0.5314 (0.5034)  loss_giou_aux_0: 0.5483 (0.5276)  loss_giou_aux_1: 0.5284 (0.5126)  loss_giou_aux_2: 0.5364 (0.5077)  loss_giou_aux_3: 0.5269 (0.5046)  loss_giou_aux_4: 0.5307 (0.5035)  loss_giou_aux_5: 0.6201 (0.5998)  loss_giou_dn_0: 0.6705 (0.6238)  loss_giou_dn_1: 0.5542 (0.5192)  loss_giou_dn_2: 0.5200 (0.4909)  loss_giou_dn_3: 0.5132 (0.4825)  loss_giou_dn_4: 0.5100 (0.4805)  loss_giou_dn_5: 0.5102 (0.4807)  loss_vfl: 0.6875 (0.7084)  loss_vfl_aux_0: 0.7980 (0.8322)  loss_vfl_aux_1: 0.7360 (0.7745)  loss_vfl_aux_2: 0.7061 (0.7372)  loss_vfl_aux_3: 0.7024 (0.7195)  loss_vfl_aux_4: 0.6914 (0.7116)  loss_vfl_aux_5: 0.7583 (0.8045)  loss_vfl_dn_0: 0.4686 (0.4660)  loss_vfl_dn_1: 0.4074 (0.4043)  loss_vfl_dn_2: 0.3988 (0.3880)  loss_vfl_dn_3: 0.3894 (0.3804)  loss_vfl_dn_4: 0.3855 (0.3776)  loss_vfl_dn_5: 0.3854 (0.3768)  time: 0.4666  data: 0.0140  max mem: 5654
Epoch: [22]  [4800/7393]  eta: 0:20:44  lr: 0.000010  loss: 16.3179 (16.9741)  loss_bbox: 0.1566 (0.1656)  loss_bbox_aux_0: 0.1651 (0.1783)  loss_bbox_aux_1: 0.1631 (0.1703)  loss_bbox_aux_2: 0.1557 (0.1676)  loss_bbox_aux_3: 0.1548 (0.1659)  loss_bbox_aux_4: 0.1576 (0.1655)  loss_bbox_aux_5: 0.2121 (0.2198)  loss_bbox_dn_0: 0.2687 (0.2977)  loss_bbox_dn_1: 0.2202 (0.2285)  loss_bbox_dn_2: 0.1992 (0.2067)  loss_bbox_dn_3: 0.1873 (0.1995)  loss_bbox_dn_4: 0.1828 (0.1980)  loss_bbox_dn_5: 0.1827 (0.1980)  loss_giou: 0.4492 (0.5027)  loss_giou_aux_0: 0.4789 (0.5268)  loss_giou_aux_1: 0.4616 (0.5118)  loss_giou_aux_2: 0.4434 (0.5069)  loss_giou_aux_3: 0.4506 (0.5039)  loss_giou_aux_4: 0.4522 (0.5028)  loss_giou_aux_5: 0.5472 (0.5990)  loss_giou_dn_0: 0.5929 (0.6233)  loss_giou_dn_1: 0.4888 (0.5188)  loss_giou_dn_2: 0.4467 (0.4904)  loss_giou_dn_3: 0.4353 (0.4820)  loss_giou_dn_4: 0.4320 (0.4800)  loss_giou_dn_5: 0.4323 (0.4802)  loss_vfl: 0.6863 (0.7086)  loss_vfl_aux_0: 0.7996 (0.8329)  loss_vfl_aux_1: 0.7461 (0.7750)  loss_vfl_aux_2: 0.7215 (0.7376)  loss_vfl_aux_3: 0.6973 (0.7198)  loss_vfl_aux_4: 0.6792 (0.7118)  loss_vfl_aux_5: 0.7860 (0.8051)  loss_vfl_dn_0: 0.4633 (0.4661)  loss_vfl_dn_1: 0.4023 (0.4044)  loss_vfl_dn_2: 0.3831 (0.3880)  loss_vfl_dn_3: 0.3742 (0.3804)  loss_vfl_dn_4: 0.3707 (0.3776)  loss_vfl_dn_5: 0.3706 (0.3769)  time: 0.4707  data: 0.0141  max mem: 5654
Epoch: [22]  [4900/7393]  eta: 0:19:56  lr: 0.000010  loss: 17.6766 (16.9786)  loss_bbox: 0.1704 (0.1658)  loss_bbox_aux_0: 0.1886 (0.1785)  loss_bbox_aux_1: 0.1629 (0.1704)  loss_bbox_aux_2: 0.1636 (0.1678)  loss_bbox_aux_3: 0.1626 (0.1661)  loss_bbox_aux_4: 0.1702 (0.1657)  loss_bbox_aux_5: 0.2248 (0.2200)  loss_bbox_dn_0: 0.3005 (0.2980)  loss_bbox_dn_1: 0.2508 (0.2287)  loss_bbox_dn_2: 0.2340 (0.2070)  loss_bbox_dn_3: 0.2279 (0.1997)  loss_bbox_dn_4: 0.2265 (0.1982)  loss_bbox_dn_5: 0.2268 (0.1982)  loss_giou: 0.4426 (0.5028)  loss_giou_aux_0: 0.4685 (0.5268)  loss_giou_aux_1: 0.4590 (0.5119)  loss_giou_aux_2: 0.4510 (0.5070)  loss_giou_aux_3: 0.4447 (0.5040)  loss_giou_aux_4: 0.4404 (0.5028)  loss_giou_aux_5: 0.5540 (0.5989)  loss_giou_dn_0: 0.5939 (0.6232)  loss_giou_dn_1: 0.4946 (0.5187)  loss_giou_dn_2: 0.4679 (0.4904)  loss_giou_dn_3: 0.4541 (0.4820)  loss_giou_dn_4: 0.4516 (0.4800)  loss_giou_dn_5: 0.4520 (0.4802)  loss_vfl: 0.7651 (0.7088)  loss_vfl_aux_0: 0.8901 (0.8331)  loss_vfl_aux_1: 0.8346 (0.7752)  loss_vfl_aux_2: 0.7873 (0.7379)  loss_vfl_aux_3: 0.7533 (0.7199)  loss_vfl_aux_4: 0.7650 (0.7120)  loss_vfl_aux_5: 0.8557 (0.8055)  loss_vfl_dn_0: 0.4772 (0.4661)  loss_vfl_dn_1: 0.4223 (0.4044)  loss_vfl_dn_2: 0.4042 (0.3880)  loss_vfl_dn_3: 0.3914 (0.3805)  loss_vfl_dn_4: 0.3887 (0.3776)  loss_vfl_dn_5: 0.3856 (0.3769)  time: 0.4767  data: 0.0141  max mem: 5654
Epoch: [22]  [5000/7393]  eta: 0:19:08  lr: 0.000010  loss: 16.7015 (16.9835)  loss_bbox: 0.1572 (0.1659)  loss_bbox_aux_0: 0.1771 (0.1787)  loss_bbox_aux_1: 0.1723 (0.1706)  loss_bbox_aux_2: 0.1687 (0.1679)  loss_bbox_aux_3: 0.1592 (0.1662)  loss_bbox_aux_4: 0.1607 (0.1658)  loss_bbox_aux_5: 0.2163 (0.2201)  loss_bbox_dn_0: 0.2983 (0.2979)  loss_bbox_dn_1: 0.2306 (0.2287)  loss_bbox_dn_2: 0.2050 (0.2070)  loss_bbox_dn_3: 0.2014 (0.1997)  loss_bbox_dn_4: 0.2007 (0.1982)  loss_bbox_dn_5: 0.2007 (0.1982)  loss_giou: 0.5145 (0.5032)  loss_giou_aux_0: 0.5162 (0.5273)  loss_giou_aux_1: 0.4999 (0.5123)  loss_giou_aux_2: 0.5131 (0.5074)  loss_giou_aux_3: 0.5121 (0.5044)  loss_giou_aux_4: 0.5100 (0.5033)  loss_giou_aux_5: 0.6049 (0.5992)  loss_giou_dn_0: 0.6300 (0.6235)  loss_giou_dn_1: 0.5280 (0.5190)  loss_giou_dn_2: 0.4898 (0.4907)  loss_giou_dn_3: 0.4802 (0.4823)  loss_giou_dn_4: 0.4757 (0.4803)  loss_giou_dn_5: 0.4757 (0.4805)  loss_vfl: 0.7031 (0.7087)  loss_vfl_aux_0: 0.8215 (0.8328)  loss_vfl_aux_1: 0.7616 (0.7749)  loss_vfl_aux_2: 0.7097 (0.7378)  loss_vfl_aux_3: 0.7142 (0.7199)  loss_vfl_aux_4: 0.7067 (0.7119)  loss_vfl_aux_5: 0.7993 (0.8054)  loss_vfl_dn_0: 0.4628 (0.4661)  loss_vfl_dn_1: 0.4045 (0.4045)  loss_vfl_dn_2: 0.3877 (0.3881)  loss_vfl_dn_3: 0.3818 (0.3806)  loss_vfl_dn_4: 0.3781 (0.3777)  loss_vfl_dn_5: 0.3765 (0.3770)  time: 0.4736  data: 0.0138  max mem: 5654
Epoch: [22]  [5100/7393]  eta: 0:18:19  lr: 0.000010  loss: 17.1868 (16.9810)  loss_bbox: 0.1698 (0.1659)  loss_bbox_aux_0: 0.1826 (0.1787)  loss_bbox_aux_1: 0.1724 (0.1706)  loss_bbox_aux_2: 0.1658 (0.1679)  loss_bbox_aux_3: 0.1725 (0.1662)  loss_bbox_aux_4: 0.1661 (0.1658)  loss_bbox_aux_5: 0.2221 (0.2201)  loss_bbox_dn_0: 0.2987 (0.2980)  loss_bbox_dn_1: 0.2319 (0.2288)  loss_bbox_dn_2: 0.1925 (0.2071)  loss_bbox_dn_3: 0.1862 (0.1998)  loss_bbox_dn_4: 0.1847 (0.1983)  loss_bbox_dn_5: 0.1849 (0.1983)  loss_giou: 0.4828 (0.5029)  loss_giou_aux_0: 0.5084 (0.5269)  loss_giou_aux_1: 0.4940 (0.5120)  loss_giou_aux_2: 0.4822 (0.5070)  loss_giou_aux_3: 0.4864 (0.5041)  loss_giou_aux_4: 0.4803 (0.5029)  loss_giou_aux_5: 0.5877 (0.5989)  loss_giou_dn_0: 0.6104 (0.6233)  loss_giou_dn_1: 0.4909 (0.5188)  loss_giou_dn_2: 0.4626 (0.4905)  loss_giou_dn_3: 0.4500 (0.4820)  loss_giou_dn_4: 0.4491 (0.4801)  loss_giou_dn_5: 0.4493 (0.4802)  loss_vfl: 0.6740 (0.7088)  loss_vfl_aux_0: 0.8119 (0.8328)  loss_vfl_aux_1: 0.7475 (0.7750)  loss_vfl_aux_2: 0.7154 (0.7379)  loss_vfl_aux_3: 0.6840 (0.7200)  loss_vfl_aux_4: 0.6893 (0.7120)  loss_vfl_aux_5: 0.7796 (0.8055)  loss_vfl_dn_0: 0.4546 (0.4661)  loss_vfl_dn_1: 0.3977 (0.4044)  loss_vfl_dn_2: 0.3867 (0.3881)  loss_vfl_dn_3: 0.3783 (0.3806)  loss_vfl_dn_4: 0.3742 (0.3777)  loss_vfl_dn_5: 0.3734 (0.3770)  time: 0.4695  data: 0.0141  max mem: 5654
Epoch: [22]  [5200/7393]  eta: 0:17:31  lr: 0.000010  loss: 16.7357 (16.9807)  loss_bbox: 0.1658 (0.1659)  loss_bbox_aux_0: 0.1637 (0.1786)  loss_bbox_aux_1: 0.1655 (0.1706)  loss_bbox_aux_2: 0.1549 (0.1678)  loss_bbox_aux_3: 0.1638 (0.1662)  loss_bbox_aux_4: 0.1605 (0.1658)  loss_bbox_aux_5: 0.2092 (0.2200)  loss_bbox_dn_0: 0.2744 (0.2980)  loss_bbox_dn_1: 0.2121 (0.2287)  loss_bbox_dn_2: 0.1932 (0.2070)  loss_bbox_dn_3: 0.1888 (0.1997)  loss_bbox_dn_4: 0.1879 (0.1982)  loss_bbox_dn_5: 0.1883 (0.1982)  loss_giou: 0.5145 (0.5028)  loss_giou_aux_0: 0.5330 (0.5269)  loss_giou_aux_1: 0.5053 (0.5120)  loss_giou_aux_2: 0.4963 (0.5070)  loss_giou_aux_3: 0.4999 (0.5040)  loss_giou_aux_4: 0.5145 (0.5029)  loss_giou_aux_5: 0.5937 (0.5988)  loss_giou_dn_0: 0.6328 (0.6233)  loss_giou_dn_1: 0.5345 (0.5188)  loss_giou_dn_2: 0.5039 (0.4904)  loss_giou_dn_3: 0.4947 (0.4820)  loss_giou_dn_4: 0.4933 (0.4800)  loss_giou_dn_5: 0.4933 (0.4802)  loss_vfl: 0.7118 (0.7089)  loss_vfl_aux_0: 0.8143 (0.8329)  loss_vfl_aux_1: 0.7542 (0.7750)  loss_vfl_aux_2: 0.7397 (0.7380)  loss_vfl_aux_3: 0.7201 (0.7202)  loss_vfl_aux_4: 0.7093 (0.7121)  loss_vfl_aux_5: 0.7758 (0.8056)  loss_vfl_dn_0: 0.4632 (0.4661)  loss_vfl_dn_1: 0.4058 (0.4045)  loss_vfl_dn_2: 0.3943 (0.3881)  loss_vfl_dn_3: 0.3857 (0.3806)  loss_vfl_dn_4: 0.3831 (0.3777)  loss_vfl_dn_5: 0.3823 (0.3770)  time: 0.4673  data: 0.0140  max mem: 5654
Epoch: [22]  [5300/7393]  eta: 0:16:43  lr: 0.000010  loss: 16.5269 (16.9760)  loss_bbox: 0.1560 (0.1659)  loss_bbox_aux_0: 0.1687 (0.1787)  loss_bbox_aux_1: 0.1568 (0.1706)  loss_bbox_aux_2: 0.1530 (0.1678)  loss_bbox_aux_3: 0.1547 (0.1662)  loss_bbox_aux_4: 0.1560 (0.1658)  loss_bbox_aux_5: 0.2229 (0.2201)  loss_bbox_dn_0: 0.2597 (0.2983)  loss_bbox_dn_1: 0.2236 (0.2289)  loss_bbox_dn_2: 0.1984 (0.2071)  loss_bbox_dn_3: 0.1938 (0.1998)  loss_bbox_dn_4: 0.1932 (0.1984)  loss_bbox_dn_5: 0.1932 (0.1983)  loss_giou: 0.4585 (0.5021)  loss_giou_aux_0: 0.4834 (0.5262)  loss_giou_aux_1: 0.4658 (0.5112)  loss_giou_aux_2: 0.4656 (0.5063)  loss_giou_aux_3: 0.4606 (0.5033)  loss_giou_aux_4: 0.4583 (0.5022)  loss_giou_aux_5: 0.5581 (0.5981)  loss_giou_dn_0: 0.6133 (0.6228)  loss_giou_dn_1: 0.5009 (0.5183)  loss_giou_dn_2: 0.4644 (0.4899)  loss_giou_dn_3: 0.4535 (0.4814)  loss_giou_dn_4: 0.4511 (0.4795)  loss_giou_dn_5: 0.4511 (0.4796)  loss_vfl: 0.7173 (0.7092)  loss_vfl_aux_0: 0.8068 (0.8333)  loss_vfl_aux_1: 0.7947 (0.7755)  loss_vfl_aux_2: 0.7469 (0.7384)  loss_vfl_aux_3: 0.7334 (0.7205)  loss_vfl_aux_4: 0.7146 (0.7124)  loss_vfl_aux_5: 0.7921 (0.8060)  loss_vfl_dn_0: 0.4591 (0.4662)  loss_vfl_dn_1: 0.3996 (0.4044)  loss_vfl_dn_2: 0.3848 (0.3881)  loss_vfl_dn_3: 0.3753 (0.3805)  loss_vfl_dn_4: 0.3745 (0.3777)  loss_vfl_dn_5: 0.3722 (0.3769)  time: 0.4687  data: 0.0135  max mem: 5654
Epoch: [22]  [5400/7393]  eta: 0:15:55  lr: 0.000010  loss: 17.4925 (16.9757)  loss_bbox: 0.1649 (0.1658)  loss_bbox_aux_0: 0.1730 (0.1785)  loss_bbox_aux_1: 0.1690 (0.1705)  loss_bbox_aux_2: 0.1675 (0.1677)  loss_bbox_aux_3: 0.1643 (0.1661)  loss_bbox_aux_4: 0.1642 (0.1657)  loss_bbox_aux_5: 0.2110 (0.2200)  loss_bbox_dn_0: 0.2631 (0.2981)  loss_bbox_dn_1: 0.1939 (0.2288)  loss_bbox_dn_2: 0.1740 (0.2071)  loss_bbox_dn_3: 0.1731 (0.1998)  loss_bbox_dn_4: 0.1728 (0.1983)  loss_bbox_dn_5: 0.1729 (0.1983)  loss_giou: 0.5045 (0.5023)  loss_giou_aux_0: 0.5334 (0.5263)  loss_giou_aux_1: 0.5377 (0.5114)  loss_giou_aux_2: 0.5195 (0.5064)  loss_giou_aux_3: 0.5034 (0.5034)  loss_giou_aux_4: 0.5052 (0.5023)  loss_giou_aux_5: 0.5952 (0.5982)  loss_giou_dn_0: 0.6475 (0.6229)  loss_giou_dn_1: 0.5376 (0.5184)  loss_giou_dn_2: 0.5048 (0.4900)  loss_giou_dn_3: 0.4942 (0.4816)  loss_giou_dn_4: 0.4924 (0.4796)  loss_giou_dn_5: 0.4925 (0.4798)  loss_vfl: 0.7098 (0.7090)  loss_vfl_aux_0: 0.8281 (0.8332)  loss_vfl_aux_1: 0.7365 (0.7754)  loss_vfl_aux_2: 0.7021 (0.7384)  loss_vfl_aux_3: 0.7168 (0.7204)  loss_vfl_aux_4: 0.7040 (0.7123)  loss_vfl_aux_5: 0.7746 (0.8059)  loss_vfl_dn_0: 0.4613 (0.4662)  loss_vfl_dn_1: 0.4077 (0.4044)  loss_vfl_dn_2: 0.3884 (0.3881)  loss_vfl_dn_3: 0.3889 (0.3805)  loss_vfl_dn_4: 0.3840 (0.3777)  loss_vfl_dn_5: 0.3830 (0.3769)  time: 0.4770  data: 0.0139  max mem: 5654
Epoch: [22]  [5500/7393]  eta: 0:15:07  lr: 0.000010  loss: 16.7067 (16.9754)  loss_bbox: 0.1671 (0.1660)  loss_bbox_aux_0: 0.1766 (0.1786)  loss_bbox_aux_1: 0.1711 (0.1706)  loss_bbox_aux_2: 0.1629 (0.1678)  loss_bbox_aux_3: 0.1642 (0.1662)  loss_bbox_aux_4: 0.1707 (0.1658)  loss_bbox_aux_5: 0.2188 (0.2201)  loss_bbox_dn_0: 0.2970 (0.2982)  loss_bbox_dn_1: 0.2318 (0.2288)  loss_bbox_dn_2: 0.2052 (0.2071)  loss_bbox_dn_3: 0.1938 (0.1998)  loss_bbox_dn_4: 0.1920 (0.1983)  loss_bbox_dn_5: 0.1920 (0.1983)  loss_giou: 0.5114 (0.5026)  loss_giou_aux_0: 0.5389 (0.5266)  loss_giou_aux_1: 0.5214 (0.5116)  loss_giou_aux_2: 0.5108 (0.5067)  loss_giou_aux_3: 0.5056 (0.5037)  loss_giou_aux_4: 0.5083 (0.5026)  loss_giou_aux_5: 0.6242 (0.5985)  loss_giou_dn_0: 0.6302 (0.6229)  loss_giou_dn_1: 0.5318 (0.5184)  loss_giou_dn_2: 0.5051 (0.4901)  loss_giou_dn_3: 0.4994 (0.4816)  loss_giou_dn_4: 0.4971 (0.4796)  loss_giou_dn_5: 0.4972 (0.4798)  loss_vfl: 0.6420 (0.7085)  loss_vfl_aux_0: 0.7808 (0.8330)  loss_vfl_aux_1: 0.7154 (0.7750)  loss_vfl_aux_2: 0.6849 (0.7380)  loss_vfl_aux_3: 0.6478 (0.7199)  loss_vfl_aux_4: 0.6511 (0.7118)  loss_vfl_aux_5: 0.7317 (0.8056)  loss_vfl_dn_0: 0.4608 (0.4661)  loss_vfl_dn_1: 0.3984 (0.4044)  loss_vfl_dn_2: 0.3799 (0.3880)  loss_vfl_dn_3: 0.3725 (0.3805)  loss_vfl_dn_4: 0.3713 (0.3776)  loss_vfl_dn_5: 0.3704 (0.3769)  time: 0.4476  data: 0.0140  max mem: 5654
Epoch: [22]  [5600/7393]  eta: 0:14:18  lr: 0.000010  loss: 16.9895 (16.9754)  loss_bbox: 0.1730 (0.1660)  loss_bbox_aux_0: 0.1848 (0.1786)  loss_bbox_aux_1: 0.1757 (0.1706)  loss_bbox_aux_2: 0.1716 (0.1678)  loss_bbox_aux_3: 0.1634 (0.1662)  loss_bbox_aux_4: 0.1675 (0.1659)  loss_bbox_aux_5: 0.2234 (0.2201)  loss_bbox_dn_0: 0.3080 (0.2984)  loss_bbox_dn_1: 0.2502 (0.2290)  loss_bbox_dn_2: 0.2271 (0.2072)  loss_bbox_dn_3: 0.2130 (0.1999)  loss_bbox_dn_4: 0.2084 (0.1984)  loss_bbox_dn_5: 0.2081 (0.1984)  loss_giou: 0.4547 (0.5024)  loss_giou_aux_0: 0.4635 (0.5265)  loss_giou_aux_1: 0.4581 (0.5115)  loss_giou_aux_2: 0.4555 (0.5065)  loss_giou_aux_3: 0.4509 (0.5036)  loss_giou_aux_4: 0.4563 (0.5024)  loss_giou_aux_5: 0.5411 (0.5984)  loss_giou_dn_0: 0.6020 (0.6228)  loss_giou_dn_1: 0.5031 (0.5184)  loss_giou_dn_2: 0.4797 (0.4900)  loss_giou_dn_3: 0.4721 (0.4816)  loss_giou_dn_4: 0.4694 (0.4796)  loss_giou_dn_5: 0.4695 (0.4798)  loss_vfl: 0.7271 (0.7086)  loss_vfl_aux_0: 0.8388 (0.8331)  loss_vfl_aux_1: 0.8080 (0.7751)  loss_vfl_aux_2: 0.7644 (0.7381)  loss_vfl_aux_3: 0.7448 (0.7200)  loss_vfl_aux_4: 0.7248 (0.7118)  loss_vfl_aux_5: 0.8194 (0.8058)  loss_vfl_dn_0: 0.4660 (0.4661)  loss_vfl_dn_1: 0.3992 (0.4043)  loss_vfl_dn_2: 0.3876 (0.3880)  loss_vfl_dn_3: 0.3796 (0.3804)  loss_vfl_dn_4: 0.3805 (0.3776)  loss_vfl_dn_5: 0.3808 (0.3768)  time: 0.4719  data: 0.0141  max mem: 5654
Epoch: [22]  [5700/7393]  eta: 0:13:32  lr: 0.000010  loss: 17.0159 (16.9787)  loss_bbox: 0.1602 (0.1660)  loss_bbox_aux_0: 0.1737 (0.1787)  loss_bbox_aux_1: 0.1623 (0.1706)  loss_bbox_aux_2: 0.1597 (0.1678)  loss_bbox_aux_3: 0.1592 (0.1662)  loss_bbox_aux_4: 0.1588 (0.1659)  loss_bbox_aux_5: 0.2137 (0.2201)  loss_bbox_dn_0: 0.2787 (0.2984)  loss_bbox_dn_1: 0.2069 (0.2290)  loss_bbox_dn_2: 0.1920 (0.2072)  loss_bbox_dn_3: 0.1853 (0.1999)  loss_bbox_dn_4: 0.1844 (0.1984)  loss_bbox_dn_5: 0.1845 (0.1984)  loss_giou: 0.4789 (0.5025)  loss_giou_aux_0: 0.5082 (0.5266)  loss_giou_aux_1: 0.4889 (0.5116)  loss_giou_aux_2: 0.4852 (0.5066)  loss_giou_aux_3: 0.4794 (0.5036)  loss_giou_aux_4: 0.4814 (0.5026)  loss_giou_aux_5: 0.5700 (0.5984)  loss_giou_dn_0: 0.6113 (0.6230)  loss_giou_dn_1: 0.5042 (0.5185)  loss_giou_dn_2: 0.4714 (0.4902)  loss_giou_dn_3: 0.4656 (0.4817)  loss_giou_dn_4: 0.4627 (0.4798)  loss_giou_dn_5: 0.4631 (0.4800)  loss_vfl: 0.7322 (0.7087)  loss_vfl_aux_0: 0.8163 (0.8331)  loss_vfl_aux_1: 0.7827 (0.7753)  loss_vfl_aux_2: 0.7410 (0.7383)  loss_vfl_aux_3: 0.7439 (0.7202)  loss_vfl_aux_4: 0.7362 (0.7120)  loss_vfl_aux_5: 0.8065 (0.8059)  loss_vfl_dn_0: 0.4651 (0.4661)  loss_vfl_dn_1: 0.4087 (0.4044)  loss_vfl_dn_2: 0.3923 (0.3880)  loss_vfl_dn_3: 0.3827 (0.3805)  loss_vfl_dn_4: 0.3810 (0.3776)  loss_vfl_dn_5: 0.3808 (0.3769)  time: 0.4726  data: 0.0143  max mem: 5654
Epoch: [22]  [5800/7393]  eta: 0:12:44  lr: 0.000010  loss: 17.1733 (16.9742)  loss_bbox: 0.1704 (0.1660)  loss_bbox_aux_0: 0.1796 (0.1786)  loss_bbox_aux_1: 0.1695 (0.1706)  loss_bbox_aux_2: 0.1683 (0.1678)  loss_bbox_aux_3: 0.1691 (0.1662)  loss_bbox_aux_4: 0.1694 (0.1659)  loss_bbox_aux_5: 0.2117 (0.2200)  loss_bbox_dn_0: 0.2849 (0.2983)  loss_bbox_dn_1: 0.2173 (0.2289)  loss_bbox_dn_2: 0.1905 (0.2071)  loss_bbox_dn_3: 0.1853 (0.1998)  loss_bbox_dn_4: 0.1861 (0.1983)  loss_bbox_dn_5: 0.1862 (0.1983)  loss_giou: 0.4990 (0.5023)  loss_giou_aux_0: 0.5315 (0.5264)  loss_giou_aux_1: 0.5032 (0.5114)  loss_giou_aux_2: 0.5050 (0.5064)  loss_giou_aux_3: 0.5113 (0.5034)  loss_giou_aux_4: 0.5045 (0.5023)  loss_giou_aux_5: 0.5994 (0.5982)  loss_giou_dn_0: 0.6306 (0.6229)  loss_giou_dn_1: 0.5183 (0.5184)  loss_giou_dn_2: 0.4891 (0.4901)  loss_giou_dn_3: 0.4805 (0.4816)  loss_giou_dn_4: 0.4776 (0.4796)  loss_giou_dn_5: 0.4776 (0.4798)  loss_vfl: 0.6911 (0.7086)  loss_vfl_aux_0: 0.7896 (0.8329)  loss_vfl_aux_1: 0.7523 (0.7751)  loss_vfl_aux_2: 0.7324 (0.7382)  loss_vfl_aux_3: 0.7194 (0.7201)  loss_vfl_aux_4: 0.6952 (0.7118)  loss_vfl_aux_5: 0.7720 (0.8058)  loss_vfl_dn_0: 0.4631 (0.4661)  loss_vfl_dn_1: 0.4006 (0.4043)  loss_vfl_dn_2: 0.3859 (0.3880)  loss_vfl_dn_3: 0.3813 (0.3804)  loss_vfl_dn_4: 0.3772 (0.3776)  loss_vfl_dn_5: 0.3767 (0.3769)  time: 0.4695  data: 0.0142  max mem: 5654
Epoch: [22]  [5900/7393]  eta: 0:11:55  lr: 0.000010  loss: 16.8850 (16.9754)  loss_bbox: 0.1466 (0.1660)  loss_bbox_aux_0: 0.1668 (0.1786)  loss_bbox_aux_1: 0.1513 (0.1705)  loss_bbox_aux_2: 0.1467 (0.1677)  loss_bbox_aux_3: 0.1427 (0.1661)  loss_bbox_aux_4: 0.1392 (0.1659)  loss_bbox_aux_5: 0.1984 (0.2199)  loss_bbox_dn_0: 0.2851 (0.2981)  loss_bbox_dn_1: 0.2189 (0.2288)  loss_bbox_dn_2: 0.1977 (0.2070)  loss_bbox_dn_3: 0.1912 (0.1997)  loss_bbox_dn_4: 0.1887 (0.1982)  loss_bbox_dn_5: 0.1885 (0.1982)  loss_giou: 0.4614 (0.5025)  loss_giou_aux_0: 0.4935 (0.5266)  loss_giou_aux_1: 0.4807 (0.5116)  loss_giou_aux_2: 0.4645 (0.5066)  loss_giou_aux_3: 0.4629 (0.5036)  loss_giou_aux_4: 0.4541 (0.5025)  loss_giou_aux_5: 0.5753 (0.5983)  loss_giou_dn_0: 0.6250 (0.6229)  loss_giou_dn_1: 0.5216 (0.5184)  loss_giou_dn_2: 0.4946 (0.4901)  loss_giou_dn_3: 0.4849 (0.4817)  loss_giou_dn_4: 0.4805 (0.4797)  loss_giou_dn_5: 0.4804 (0.4799)  loss_vfl: 0.6973 (0.7086)  loss_vfl_aux_0: 0.8122 (0.8329)  loss_vfl_aux_1: 0.7620 (0.7751)  loss_vfl_aux_2: 0.7424 (0.7382)  loss_vfl_aux_3: 0.7190 (0.7202)  loss_vfl_aux_4: 0.7046 (0.7118)  loss_vfl_aux_5: 0.7840 (0.8058)  loss_vfl_dn_0: 0.4601 (0.4661)  loss_vfl_dn_1: 0.4043 (0.4044)  loss_vfl_dn_2: 0.3854 (0.3880)  loss_vfl_dn_3: 0.3760 (0.3805)  loss_vfl_dn_4: 0.3740 (0.3776)  loss_vfl_dn_5: 0.3717 (0.3769)  time: 0.4824  data: 0.0139  max mem: 5654
Epoch: [22]  [6000/7393]  eta: 0:11:07  lr: 0.000010  loss: 17.1657 (16.9741)  loss_bbox: 0.1617 (0.1660)  loss_bbox_aux_0: 0.1729 (0.1786)  loss_bbox_aux_1: 0.1583 (0.1705)  loss_bbox_aux_2: 0.1557 (0.1677)  loss_bbox_aux_3: 0.1594 (0.1661)  loss_bbox_aux_4: 0.1590 (0.1659)  loss_bbox_aux_5: 0.2195 (0.2198)  loss_bbox_dn_0: 0.2959 (0.2982)  loss_bbox_dn_1: 0.2326 (0.2287)  loss_bbox_dn_2: 0.2125 (0.2070)  loss_bbox_dn_3: 0.2091 (0.1997)  loss_bbox_dn_4: 0.2066 (0.1982)  loss_bbox_dn_5: 0.2067 (0.1982)  loss_giou: 0.5145 (0.5026)  loss_giou_aux_0: 0.5447 (0.5266)  loss_giou_aux_1: 0.5273 (0.5117)  loss_giou_aux_2: 0.5207 (0.5066)  loss_giou_aux_3: 0.5117 (0.5036)  loss_giou_aux_4: 0.5185 (0.5026)  loss_giou_aux_5: 0.6015 (0.5984)  loss_giou_dn_0: 0.6225 (0.6230)  loss_giou_dn_1: 0.5128 (0.5185)  loss_giou_dn_2: 0.4932 (0.4902)  loss_giou_dn_3: 0.4850 (0.4817)  loss_giou_dn_4: 0.4838 (0.4798)  loss_giou_dn_5: 0.4840 (0.4799)  loss_vfl: 0.6703 (0.7084)  loss_vfl_aux_0: 0.7777 (0.8326)  loss_vfl_aux_1: 0.7365 (0.7749)  loss_vfl_aux_2: 0.7026 (0.7381)  loss_vfl_aux_3: 0.6858 (0.7200)  loss_vfl_aux_4: 0.6714 (0.7116)  loss_vfl_aux_5: 0.7626 (0.8056)  loss_vfl_dn_0: 0.4659 (0.4661)  loss_vfl_dn_1: 0.4063 (0.4043)  loss_vfl_dn_2: 0.3921 (0.3880)  loss_vfl_dn_3: 0.3874 (0.3804)  loss_vfl_dn_4: 0.3850 (0.3776)  loss_vfl_dn_5: 0.3825 (0.3768)  time: 0.4677  data: 0.0140  max mem: 5654
Epoch: [22]  [6100/7393]  eta: 0:10:20  lr: 0.000010  loss: 17.2058 (16.9776)  loss_bbox: 0.1684 (0.1661)  loss_bbox_aux_0: 0.1812 (0.1788)  loss_bbox_aux_1: 0.1727 (0.1707)  loss_bbox_aux_2: 0.1642 (0.1679)  loss_bbox_aux_3: 0.1702 (0.1663)  loss_bbox_aux_4: 0.1684 (0.1660)  loss_bbox_aux_5: 0.2176 (0.2200)  loss_bbox_dn_0: 0.3009 (0.2983)  loss_bbox_dn_1: 0.2303 (0.2289)  loss_bbox_dn_2: 0.2127 (0.2071)  loss_bbox_dn_3: 0.2106 (0.1998)  loss_bbox_dn_4: 0.2107 (0.1984)  loss_bbox_dn_5: 0.2107 (0.1983)  loss_giou: 0.4932 (0.5026)  loss_giou_aux_0: 0.5382 (0.5267)  loss_giou_aux_1: 0.5232 (0.5117)  loss_giou_aux_2: 0.5008 (0.5067)  loss_giou_aux_3: 0.4815 (0.5037)  loss_giou_aux_4: 0.4781 (0.5027)  loss_giou_aux_5: 0.6001 (0.5984)  loss_giou_dn_0: 0.6158 (0.6230)  loss_giou_dn_1: 0.5054 (0.5186)  loss_giou_dn_2: 0.4785 (0.4903)  loss_giou_dn_3: 0.4723 (0.4818)  loss_giou_dn_4: 0.4718 (0.4799)  loss_giou_dn_5: 0.4731 (0.4800)  loss_vfl: 0.6995 (0.7084)  loss_vfl_aux_0: 0.8342 (0.8326)  loss_vfl_aux_1: 0.7835 (0.7751)  loss_vfl_aux_2: 0.7521 (0.7382)  loss_vfl_aux_3: 0.7020 (0.7201)  loss_vfl_aux_4: 0.7066 (0.7117)  loss_vfl_aux_5: 0.8265 (0.8056)  loss_vfl_dn_0: 0.4652 (0.4661)  loss_vfl_dn_1: 0.4006 (0.4043)  loss_vfl_dn_2: 0.3890 (0.3880)  loss_vfl_dn_3: 0.3818 (0.3804)  loss_vfl_dn_4: 0.3784 (0.3776)  loss_vfl_dn_5: 0.3770 (0.3769)  time: 0.7329  data: 0.0137  max mem: 5654
Epoch: [22]  [6200/7393]  eta: 0:09:32  lr: 0.000010  loss: 17.2014 (16.9785)  loss_bbox: 0.1575 (0.1661)  loss_bbox_aux_0: 0.1785 (0.1788)  loss_bbox_aux_1: 0.1699 (0.1707)  loss_bbox_aux_2: 0.1606 (0.1679)  loss_bbox_aux_3: 0.1576 (0.1663)  loss_bbox_aux_4: 0.1609 (0.1660)  loss_bbox_aux_5: 0.2233 (0.2200)  loss_bbox_dn_0: 0.2834 (0.2983)  loss_bbox_dn_1: 0.2161 (0.2289)  loss_bbox_dn_2: 0.2038 (0.2072)  loss_bbox_dn_3: 0.1930 (0.1999)  loss_bbox_dn_4: 0.1891 (0.1984)  loss_bbox_dn_5: 0.1891 (0.1984)  loss_giou: 0.5201 (0.5026)  loss_giou_aux_0: 0.5572 (0.5267)  loss_giou_aux_1: 0.5253 (0.5117)  loss_giou_aux_2: 0.5364 (0.5067)  loss_giou_aux_3: 0.5258 (0.5037)  loss_giou_aux_4: 0.5200 (0.5027)  loss_giou_aux_5: 0.5890 (0.5985)  loss_giou_dn_0: 0.6342 (0.6230)  loss_giou_dn_1: 0.5235 (0.5186)  loss_giou_dn_2: 0.4929 (0.4903)  loss_giou_dn_3: 0.4855 (0.4819)  loss_giou_dn_4: 0.4835 (0.4799)  loss_giou_dn_5: 0.4836 (0.4801)  loss_vfl: 0.6996 (0.7085)  loss_vfl_aux_0: 0.8200 (0.8325)  loss_vfl_aux_1: 0.7404 (0.7751)  loss_vfl_aux_2: 0.7352 (0.7383)  loss_vfl_aux_3: 0.7175 (0.7202)  loss_vfl_aux_4: 0.7056 (0.7118)  loss_vfl_aux_5: 0.8083 (0.8055)  loss_vfl_dn_0: 0.4652 (0.4661)  loss_vfl_dn_1: 0.4048 (0.4043)  loss_vfl_dn_2: 0.3842 (0.3880)  loss_vfl_dn_3: 0.3753 (0.3805)  loss_vfl_dn_4: 0.3725 (0.3776)  loss_vfl_dn_5: 0.3743 (0.3769)  time: 0.4696  data: 0.0140  max mem: 5654
Epoch: [22]  [6300/7393]  eta: 0:08:44  lr: 0.000010  loss: 17.1535 (16.9778)  loss_bbox: 0.1541 (0.1660)  loss_bbox_aux_0: 0.1621 (0.1787)  loss_bbox_aux_1: 0.1505 (0.1706)  loss_bbox_aux_2: 0.1429 (0.1678)  loss_bbox_aux_3: 0.1404 (0.1661)  loss_bbox_aux_4: 0.1537 (0.1659)  loss_bbox_aux_5: 0.1956 (0.2199)  loss_bbox_dn_0: 0.2339 (0.2981)  loss_bbox_dn_1: 0.1921 (0.2287)  loss_bbox_dn_2: 0.1718 (0.2070)  loss_bbox_dn_3: 0.1667 (0.1997)  loss_bbox_dn_4: 0.1656 (0.1982)  loss_bbox_dn_5: 0.1657 (0.1982)  loss_giou: 0.5552 (0.5030)  loss_giou_aux_0: 0.5946 (0.5271)  loss_giou_aux_1: 0.5801 (0.5120)  loss_giou_aux_2: 0.5775 (0.5070)  loss_giou_aux_3: 0.5687 (0.5040)  loss_giou_aux_4: 0.5553 (0.5030)  loss_giou_aux_5: 0.6515 (0.5988)  loss_giou_dn_0: 0.6553 (0.6232)  loss_giou_dn_1: 0.5559 (0.5187)  loss_giou_dn_2: 0.5302 (0.4904)  loss_giou_dn_3: 0.5200 (0.4820)  loss_giou_dn_4: 0.5173 (0.4800)  loss_giou_dn_5: 0.5173 (0.4802)  loss_vfl: 0.6810 (0.7083)  loss_vfl_aux_0: 0.7822 (0.8322)  loss_vfl_aux_1: 0.7331 (0.7748)  loss_vfl_aux_2: 0.6998 (0.7380)  loss_vfl_aux_3: 0.7004 (0.7200)  loss_vfl_aux_4: 0.6946 (0.7116)  loss_vfl_aux_5: 0.7556 (0.8051)  loss_vfl_dn_0: 0.4555 (0.4660)  loss_vfl_dn_1: 0.4001 (0.4043)  loss_vfl_dn_2: 0.3883 (0.3880)  loss_vfl_dn_3: 0.3792 (0.3804)  loss_vfl_dn_4: 0.3767 (0.3776)  loss_vfl_dn_5: 0.3757 (0.3769)  time: 0.4699  data: 0.0146  max mem: 5654
Epoch: [22]  [6400/7393]  eta: 0:07:56  lr: 0.000010  loss: 16.5789 (16.9752)  loss_bbox: 0.1444 (0.1659)  loss_bbox_aux_0: 0.1487 (0.1786)  loss_bbox_aux_1: 0.1435 (0.1704)  loss_bbox_aux_2: 0.1463 (0.1677)  loss_bbox_aux_3: 0.1445 (0.1660)  loss_bbox_aux_4: 0.1429 (0.1658)  loss_bbox_aux_5: 0.1963 (0.2198)  loss_bbox_dn_0: 0.2635 (0.2979)  loss_bbox_dn_1: 0.1931 (0.2286)  loss_bbox_dn_2: 0.1695 (0.2068)  loss_bbox_dn_3: 0.1618 (0.1996)  loss_bbox_dn_4: 0.1599 (0.1981)  loss_bbox_dn_5: 0.1599 (0.1981)  loss_giou: 0.4676 (0.5029)  loss_giou_aux_0: 0.5001 (0.5270)  loss_giou_aux_1: 0.4853 (0.5119)  loss_giou_aux_2: 0.4794 (0.5069)  loss_giou_aux_3: 0.4819 (0.5039)  loss_giou_aux_4: 0.4715 (0.5029)  loss_giou_aux_5: 0.5781 (0.5988)  loss_giou_dn_0: 0.6162 (0.6232)  loss_giou_dn_1: 0.5106 (0.5187)  loss_giou_dn_2: 0.4853 (0.4904)  loss_giou_dn_3: 0.4778 (0.4820)  loss_giou_dn_4: 0.4759 (0.4800)  loss_giou_dn_5: 0.4764 (0.4802)  loss_vfl: 0.6933 (0.7083)  loss_vfl_aux_0: 0.8070 (0.8321)  loss_vfl_aux_1: 0.7456 (0.7749)  loss_vfl_aux_2: 0.7171 (0.7382)  loss_vfl_aux_3: 0.6934 (0.7200)  loss_vfl_aux_4: 0.6880 (0.7116)  loss_vfl_aux_5: 0.7597 (0.8049)  loss_vfl_dn_0: 0.4660 (0.4660)  loss_vfl_dn_1: 0.4071 (0.4043)  loss_vfl_dn_2: 0.3913 (0.3880)  loss_vfl_dn_3: 0.3863 (0.3804)  loss_vfl_dn_4: 0.3838 (0.3776)  loss_vfl_dn_5: 0.3821 (0.3769)  time: 0.4785  data: 0.0141  max mem: 5654
Epoch: [22]  [6500/7393]  eta: 0:07:09  lr: 0.000010  loss: 16.3075 (16.9743)  loss_bbox: 0.1590 (0.1659)  loss_bbox_aux_0: 0.1689 (0.1786)  loss_bbox_aux_1: 0.1625 (0.1705)  loss_bbox_aux_2: 0.1569 (0.1677)  loss_bbox_aux_3: 0.1599 (0.1661)  loss_bbox_aux_4: 0.1621 (0.1658)  loss_bbox_aux_5: 0.2008 (0.2198)  loss_bbox_dn_0: 0.2656 (0.2979)  loss_bbox_dn_1: 0.2014 (0.2285)  loss_bbox_dn_2: 0.1891 (0.2068)  loss_bbox_dn_3: 0.1786 (0.1995)  loss_bbox_dn_4: 0.1783 (0.1980)  loss_bbox_dn_5: 0.1789 (0.1980)  loss_giou: 0.5015 (0.5029)  loss_giou_aux_0: 0.5339 (0.5270)  loss_giou_aux_1: 0.5148 (0.5120)  loss_giou_aux_2: 0.5167 (0.5069)  loss_giou_aux_3: 0.4949 (0.5040)  loss_giou_aux_4: 0.4902 (0.5029)  loss_giou_aux_5: 0.5789 (0.5988)  loss_giou_dn_0: 0.6168 (0.6232)  loss_giou_dn_1: 0.5121 (0.5187)  loss_giou_dn_2: 0.4826 (0.4904)  loss_giou_dn_3: 0.4713 (0.4820)  loss_giou_dn_4: 0.4705 (0.4800)  loss_giou_dn_5: 0.4708 (0.4802)  loss_vfl: 0.6814 (0.7082)  loss_vfl_aux_0: 0.8010 (0.8320)  loss_vfl_aux_1: 0.7519 (0.7748)  loss_vfl_aux_2: 0.7071 (0.7380)  loss_vfl_aux_3: 0.7027 (0.7199)  loss_vfl_aux_4: 0.6885 (0.7115)  loss_vfl_aux_5: 0.8105 (0.8050)  loss_vfl_dn_0: 0.4613 (0.4660)  loss_vfl_dn_1: 0.3959 (0.4043)  loss_vfl_dn_2: 0.3765 (0.3879)  loss_vfl_dn_3: 0.3703 (0.3804)  loss_vfl_dn_4: 0.3680 (0.3775)  loss_vfl_dn_5: 0.3659 (0.3768)  time: 0.7285  data: 0.0136  max mem: 5654
Epoch: [22]  [6600/7393]  eta: 0:06:20  lr: 0.000010  loss: 17.5704 (16.9750)  loss_bbox: 0.1735 (0.1661)  loss_bbox_aux_0: 0.1930 (0.1787)  loss_bbox_aux_1: 0.1763 (0.1706)  loss_bbox_aux_2: 0.1774 (0.1679)  loss_bbox_aux_3: 0.1767 (0.1662)  loss_bbox_aux_4: 0.1735 (0.1660)  loss_bbox_aux_5: 0.2326 (0.2199)  loss_bbox_dn_0: 0.2978 (0.2979)  loss_bbox_dn_1: 0.2354 (0.2286)  loss_bbox_dn_2: 0.2191 (0.2069)  loss_bbox_dn_3: 0.2126 (0.1996)  loss_bbox_dn_4: 0.2106 (0.1981)  loss_bbox_dn_5: 0.2106 (0.1981)  loss_giou: 0.5005 (0.5028)  loss_giou_aux_0: 0.5153 (0.5268)  loss_giou_aux_1: 0.5173 (0.5119)  loss_giou_aux_2: 0.4990 (0.5068)  loss_giou_aux_3: 0.5034 (0.5038)  loss_giou_aux_4: 0.4997 (0.5028)  loss_giou_aux_5: 0.6180 (0.5986)  loss_giou_dn_0: 0.6328 (0.6231)  loss_giou_dn_1: 0.5299 (0.5186)  loss_giou_dn_2: 0.5077 (0.4903)  loss_giou_dn_3: 0.5032 (0.4818)  loss_giou_dn_4: 0.5008 (0.4799)  loss_giou_dn_5: 0.5013 (0.4800)  loss_vfl: 0.7302 (0.7084)  loss_vfl_aux_0: 0.8256 (0.8321)  loss_vfl_aux_1: 0.7808 (0.7748)  loss_vfl_aux_2: 0.7797 (0.7382)  loss_vfl_aux_3: 0.7579 (0.7201)  loss_vfl_aux_4: 0.7517 (0.7116)  loss_vfl_aux_5: 0.7953 (0.8050)  loss_vfl_dn_0: 0.4679 (0.4660)  loss_vfl_dn_1: 0.4077 (0.4043)  loss_vfl_dn_2: 0.3908 (0.3879)  loss_vfl_dn_3: 0.3870 (0.3804)  loss_vfl_dn_4: 0.3848 (0.3775)  loss_vfl_dn_5: 0.3833 (0.3768)  time: 0.4696  data: 0.0144  max mem: 5654
Epoch: [22]  [6700/7393]  eta: 0:05:32  lr: 0.000010  loss: 16.9788 (16.9743)  loss_bbox: 0.1711 (0.1661)  loss_bbox_aux_0: 0.1618 (0.1787)  loss_bbox_aux_1: 0.1656 (0.1707)  loss_bbox_aux_2: 0.1630 (0.1679)  loss_bbox_aux_3: 0.1637 (0.1662)  loss_bbox_aux_4: 0.1724 (0.1660)  loss_bbox_aux_5: 0.2153 (0.2200)  loss_bbox_dn_0: 0.2747 (0.2980)  loss_bbox_dn_1: 0.2106 (0.2286)  loss_bbox_dn_2: 0.1914 (0.2069)  loss_bbox_dn_3: 0.1822 (0.1996)  loss_bbox_dn_4: 0.1821 (0.1981)  loss_bbox_dn_5: 0.1823 (0.1981)  loss_giou: 0.4694 (0.5026)  loss_giou_aux_0: 0.4683 (0.5267)  loss_giou_aux_1: 0.4574 (0.5117)  loss_giou_aux_2: 0.4546 (0.5067)  loss_giou_aux_3: 0.4670 (0.5037)  loss_giou_aux_4: 0.4665 (0.5027)  loss_giou_aux_5: 0.5611 (0.5984)  loss_giou_dn_0: 0.5988 (0.6230)  loss_giou_dn_1: 0.4903 (0.5185)  loss_giou_dn_2: 0.4662 (0.4902)  loss_giou_dn_3: 0.4562 (0.4817)  loss_giou_dn_4: 0.4510 (0.4798)  loss_giou_dn_5: 0.4511 (0.4799)  loss_vfl: 0.7019 (0.7085)  loss_vfl_aux_0: 0.8646 (0.8321)  loss_vfl_aux_1: 0.7951 (0.7748)  loss_vfl_aux_2: 0.7408 (0.7382)  loss_vfl_aux_3: 0.7208 (0.7202)  loss_vfl_aux_4: 0.7016 (0.7118)  loss_vfl_aux_5: 0.8176 (0.8051)  loss_vfl_dn_0: 0.4657 (0.4660)  loss_vfl_dn_1: 0.4018 (0.4043)  loss_vfl_dn_2: 0.3899 (0.3879)  loss_vfl_dn_3: 0.3843 (0.3804)  loss_vfl_dn_4: 0.3787 (0.3775)  loss_vfl_dn_5: 0.3779 (0.3768)  time: 0.4687  data: 0.0138  max mem: 5654
Epoch: [22]  [6800/7393]  eta: 0:04:44  lr: 0.000010  loss: 16.9379 (16.9720)  loss_bbox: 0.1744 (0.1662)  loss_bbox_aux_0: 0.1938 (0.1788)  loss_bbox_aux_1: 0.1839 (0.1708)  loss_bbox_aux_2: 0.1764 (0.1680)  loss_bbox_aux_3: 0.1716 (0.1663)  loss_bbox_aux_4: 0.1734 (0.1661)  loss_bbox_aux_5: 0.2308 (0.2201)  loss_bbox_dn_0: 0.2994 (0.2981)  loss_bbox_dn_1: 0.2440 (0.2288)  loss_bbox_dn_2: 0.2156 (0.2070)  loss_bbox_dn_3: 0.2074 (0.1997)  loss_bbox_dn_4: 0.2066 (0.1982)  loss_bbox_dn_5: 0.2065 (0.1982)  loss_giou: 0.4675 (0.5023)  loss_giou_aux_0: 0.4803 (0.5263)  loss_giou_aux_1: 0.4693 (0.5114)  loss_giou_aux_2: 0.4648 (0.5063)  loss_giou_aux_3: 0.4736 (0.5033)  loss_giou_aux_4: 0.4698 (0.5023)  loss_giou_aux_5: 0.5531 (0.5981)  loss_giou_dn_0: 0.6058 (0.6227)  loss_giou_dn_1: 0.4991 (0.5183)  loss_giou_dn_2: 0.4745 (0.4900)  loss_giou_dn_3: 0.4676 (0.4815)  loss_giou_dn_4: 0.4632 (0.4795)  loss_giou_dn_5: 0.4632 (0.4797)  loss_vfl: 0.7059 (0.7086)  loss_vfl_aux_0: 0.8291 (0.8323)  loss_vfl_aux_1: 0.7694 (0.7748)  loss_vfl_aux_2: 0.7362 (0.7382)  loss_vfl_aux_3: 0.7185 (0.7202)  loss_vfl_aux_4: 0.7022 (0.7118)  loss_vfl_aux_5: 0.7948 (0.8052)  loss_vfl_dn_0: 0.4592 (0.4660)  loss_vfl_dn_1: 0.3980 (0.4043)  loss_vfl_dn_2: 0.3805 (0.3879)  loss_vfl_dn_3: 0.3744 (0.3804)  loss_vfl_dn_4: 0.3724 (0.3775)  loss_vfl_dn_5: 0.3717 (0.3768)  time: 0.4726  data: 0.0140  max mem: 5654
Epoch: [22]  [6900/7393]  eta: 0:03:56  lr: 0.000010  loss: 16.2081 (16.9704)  loss_bbox: 0.1565 (0.1661)  loss_bbox_aux_0: 0.1673 (0.1787)  loss_bbox_aux_1: 0.1569 (0.1707)  loss_bbox_aux_2: 0.1545 (0.1680)  loss_bbox_aux_3: 0.1537 (0.1663)  loss_bbox_aux_4: 0.1556 (0.1660)  loss_bbox_aux_5: 0.2097 (0.2201)  loss_bbox_dn_0: 0.2604 (0.2981)  loss_bbox_dn_1: 0.2043 (0.2287)  loss_bbox_dn_2: 0.1846 (0.2070)  loss_bbox_dn_3: 0.1803 (0.1997)  loss_bbox_dn_4: 0.1787 (0.1982)  loss_bbox_dn_5: 0.1789 (0.1982)  loss_giou: 0.4114 (0.5022)  loss_giou_aux_0: 0.4261 (0.5263)  loss_giou_aux_1: 0.4297 (0.5114)  loss_giou_aux_2: 0.4280 (0.5063)  loss_giou_aux_3: 0.4127 (0.5033)  loss_giou_aux_4: 0.4118 (0.5022)  loss_giou_aux_5: 0.5230 (0.5982)  loss_giou_dn_0: 0.5782 (0.6227)  loss_giou_dn_1: 0.4899 (0.5182)  loss_giou_dn_2: 0.4542 (0.4899)  loss_giou_dn_3: 0.4382 (0.4815)  loss_giou_dn_4: 0.4386 (0.4795)  loss_giou_dn_5: 0.4387 (0.4797)  loss_vfl: 0.6612 (0.7085)  loss_vfl_aux_0: 0.8111 (0.8321)  loss_vfl_aux_1: 0.7435 (0.7747)  loss_vfl_aux_2: 0.7102 (0.7381)  loss_vfl_aux_3: 0.6758 (0.7201)  loss_vfl_aux_4: 0.6727 (0.7117)  loss_vfl_aux_5: 0.7713 (0.8050)  loss_vfl_dn_0: 0.4643 (0.4660)  loss_vfl_dn_1: 0.4024 (0.4042)  loss_vfl_dn_2: 0.3892 (0.3879)  loss_vfl_dn_3: 0.3778 (0.3804)  loss_vfl_dn_4: 0.3753 (0.3775)  loss_vfl_dn_5: 0.3743 (0.3768)  time: 0.4687  data: 0.0141  max mem: 5654
Epoch: [22]  [7000/7393]  eta: 0:03:08  lr: 0.000010  loss: 17.0966 (16.9721)  loss_bbox: 0.1742 (0.1662)  loss_bbox_aux_0: 0.1758 (0.1788)  loss_bbox_aux_1: 0.1803 (0.1708)  loss_bbox_aux_2: 0.1749 (0.1681)  loss_bbox_aux_3: 0.1720 (0.1664)  loss_bbox_aux_4: 0.1742 (0.1661)  loss_bbox_aux_5: 0.2228 (0.2202)  loss_bbox_dn_0: 0.3137 (0.2983)  loss_bbox_dn_1: 0.2244 (0.2289)  loss_bbox_dn_2: 0.2042 (0.2071)  loss_bbox_dn_3: 0.1979 (0.1998)  loss_bbox_dn_4: 0.1967 (0.1983)  loss_bbox_dn_5: 0.1970 (0.1983)  loss_giou: 0.4415 (0.5022)  loss_giou_aux_0: 0.4623 (0.5263)  loss_giou_aux_1: 0.4498 (0.5113)  loss_giou_aux_2: 0.4355 (0.5063)  loss_giou_aux_3: 0.4354 (0.5033)  loss_giou_aux_4: 0.4305 (0.5022)  loss_giou_aux_5: 0.5217 (0.5981)  loss_giou_dn_0: 0.5936 (0.6227)  loss_giou_dn_1: 0.4853 (0.5182)  loss_giou_dn_2: 0.4523 (0.4898)  loss_giou_dn_3: 0.4428 (0.4814)  loss_giou_dn_4: 0.4398 (0.4794)  loss_giou_dn_5: 0.4398 (0.4796)  loss_vfl: 0.7378 (0.7087)  loss_vfl_aux_0: 0.8833 (0.8323)  loss_vfl_aux_1: 0.7982 (0.7749)  loss_vfl_aux_2: 0.7444 (0.7382)  loss_vfl_aux_3: 0.7407 (0.7203)  loss_vfl_aux_4: 0.7404 (0.7119)  loss_vfl_aux_5: 0.8273 (0.8051)  loss_vfl_dn_0: 0.4662 (0.4661)  loss_vfl_dn_1: 0.4032 (0.4042)  loss_vfl_dn_2: 0.3833 (0.3879)  loss_vfl_dn_3: 0.3746 (0.3804)  loss_vfl_dn_4: 0.3664 (0.3775)  loss_vfl_dn_5: 0.3654 (0.3768)  time: 0.4733  data: 0.0136  max mem: 5654
Epoch: [22]  [7100/7393]  eta: 0:02:20  lr: 0.000010  loss: 16.1092 (16.9707)  loss_bbox: 0.1560 (0.1662)  loss_bbox_aux_0: 0.1691 (0.1788)  loss_bbox_aux_1: 0.1632 (0.1708)  loss_bbox_aux_2: 0.1568 (0.1680)  loss_bbox_aux_3: 0.1588 (0.1664)  loss_bbox_aux_4: 0.1560 (0.1661)  loss_bbox_aux_5: 0.2165 (0.2202)  loss_bbox_dn_0: 0.2805 (0.2983)  loss_bbox_dn_1: 0.2144 (0.2289)  loss_bbox_dn_2: 0.1969 (0.2071)  loss_bbox_dn_3: 0.1914 (0.1998)  loss_bbox_dn_4: 0.1899 (0.1983)  loss_bbox_dn_5: 0.1895 (0.1983)  loss_giou: 0.4322 (0.5021)  loss_giou_aux_0: 0.4805 (0.5262)  loss_giou_aux_1: 0.4603 (0.5112)  loss_giou_aux_2: 0.4513 (0.5062)  loss_giou_aux_3: 0.4434 (0.5032)  loss_giou_aux_4: 0.4328 (0.5022)  loss_giou_aux_5: 0.5623 (0.5981)  loss_giou_dn_0: 0.6104 (0.6227)  loss_giou_dn_1: 0.4955 (0.5181)  loss_giou_dn_2: 0.4546 (0.4898)  loss_giou_dn_3: 0.4426 (0.4813)  loss_giou_dn_4: 0.4415 (0.4793)  loss_giou_dn_5: 0.4415 (0.4795)  loss_vfl: 0.7053 (0.7086)  loss_vfl_aux_0: 0.8272 (0.8323)  loss_vfl_aux_1: 0.7471 (0.7750)  loss_vfl_aux_2: 0.7221 (0.7382)  loss_vfl_aux_3: 0.6976 (0.7202)  loss_vfl_aux_4: 0.6930 (0.7118)  loss_vfl_aux_5: 0.7746 (0.8049)  loss_vfl_dn_0: 0.4635 (0.4660)  loss_vfl_dn_1: 0.4061 (0.4042)  loss_vfl_dn_2: 0.3865 (0.3878)  loss_vfl_dn_3: 0.3742 (0.3803)  loss_vfl_dn_4: 0.3709 (0.3775)  loss_vfl_dn_5: 0.3706 (0.3767)  time: 0.4683  data: 0.0138  max mem: 5654
Epoch: [22]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 17.1781 (16.9697)  loss_bbox: 0.1585 (0.1662)  loss_bbox_aux_0: 0.1729 (0.1788)  loss_bbox_aux_1: 0.1617 (0.1708)  loss_bbox_aux_2: 0.1587 (0.1681)  loss_bbox_aux_3: 0.1520 (0.1664)  loss_bbox_aux_4: 0.1595 (0.1661)  loss_bbox_aux_5: 0.2107 (0.2203)  loss_bbox_dn_0: 0.2855 (0.2984)  loss_bbox_dn_1: 0.2041 (0.2289)  loss_bbox_dn_2: 0.1874 (0.2071)  loss_bbox_dn_3: 0.1820 (0.1998)  loss_bbox_dn_4: 0.1819 (0.1983)  loss_bbox_dn_5: 0.1820 (0.1983)  loss_giou: 0.4517 (0.5020)  loss_giou_aux_0: 0.4955 (0.5261)  loss_giou_aux_1: 0.4557 (0.5111)  loss_giou_aux_2: 0.4464 (0.5061)  loss_giou_aux_3: 0.4508 (0.5032)  loss_giou_aux_4: 0.4435 (0.5021)  loss_giou_aux_5: 0.5532 (0.5980)  loss_giou_dn_0: 0.6077 (0.6226)  loss_giou_dn_1: 0.5033 (0.5180)  loss_giou_dn_2: 0.4677 (0.4897)  loss_giou_dn_3: 0.4597 (0.4812)  loss_giou_dn_4: 0.4577 (0.4792)  loss_giou_dn_5: 0.4579 (0.4794)  loss_vfl: 0.7276 (0.7086)  loss_vfl_aux_0: 0.8406 (0.8323)  loss_vfl_aux_1: 0.8037 (0.7749)  loss_vfl_aux_2: 0.7244 (0.7382)  loss_vfl_aux_3: 0.7404 (0.7202)  loss_vfl_aux_4: 0.7169 (0.7118)  loss_vfl_aux_5: 0.8304 (0.8049)  loss_vfl_dn_0: 0.4659 (0.4661)  loss_vfl_dn_1: 0.4068 (0.4042)  loss_vfl_dn_2: 0.3887 (0.3879)  loss_vfl_dn_3: 0.3808 (0.3803)  loss_vfl_dn_4: 0.3797 (0.3775)  loss_vfl_dn_5: 0.3800 (0.3767)  time: 0.4716  data: 0.0137  max mem: 5654
Epoch: [22]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 17.0781 (16.9712)  loss_bbox: 0.1445 (0.1662)  loss_bbox_aux_0: 0.1590 (0.1789)  loss_bbox_aux_1: 0.1523 (0.1708)  loss_bbox_aux_2: 0.1515 (0.1681)  loss_bbox_aux_3: 0.1467 (0.1664)  loss_bbox_aux_4: 0.1445 (0.1661)  loss_bbox_aux_5: 0.2056 (0.2203)  loss_bbox_dn_0: 0.2735 (0.2984)  loss_bbox_dn_1: 0.2139 (0.2289)  loss_bbox_dn_2: 0.1978 (0.2071)  loss_bbox_dn_3: 0.1899 (0.1999)  loss_bbox_dn_4: 0.1874 (0.1984)  loss_bbox_dn_5: 0.1873 (0.1984)  loss_giou: 0.4810 (0.5022)  loss_giou_aux_0: 0.5047 (0.5264)  loss_giou_aux_1: 0.4937 (0.5113)  loss_giou_aux_2: 0.4875 (0.5063)  loss_giou_aux_3: 0.4758 (0.5033)  loss_giou_aux_4: 0.4807 (0.5022)  loss_giou_aux_5: 0.5950 (0.5982)  loss_giou_dn_0: 0.6240 (0.6227)  loss_giou_dn_1: 0.5125 (0.5181)  loss_giou_dn_2: 0.4841 (0.4898)  loss_giou_dn_3: 0.4682 (0.4813)  loss_giou_dn_4: 0.4628 (0.4793)  loss_giou_dn_5: 0.4629 (0.4795)  loss_vfl: 0.6780 (0.7086)  loss_vfl_aux_0: 0.7892 (0.8321)  loss_vfl_aux_1: 0.7614 (0.7747)  loss_vfl_aux_2: 0.7031 (0.7381)  loss_vfl_aux_3: 0.6923 (0.7201)  loss_vfl_aux_4: 0.6776 (0.7118)  loss_vfl_aux_5: 0.7848 (0.8048)  loss_vfl_dn_0: 0.4618 (0.4660)  loss_vfl_dn_1: 0.4000 (0.4042)  loss_vfl_dn_2: 0.3795 (0.3878)  loss_vfl_dn_3: 0.3713 (0.3803)  loss_vfl_dn_4: 0.3693 (0.3774)  loss_vfl_dn_5: 0.3677 (0.3767)  time: 0.4748  data: 0.0140  max mem: 5654
Epoch: [22]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.6765 (16.9722)  loss_bbox: 0.1554 (0.1662)  loss_bbox_aux_0: 0.1731 (0.1789)  loss_bbox_aux_1: 0.1647 (0.1709)  loss_bbox_aux_2: 0.1633 (0.1681)  loss_bbox_aux_3: 0.1451 (0.1664)  loss_bbox_aux_4: 0.1436 (0.1662)  loss_bbox_aux_5: 0.2033 (0.2204)  loss_bbox_dn_0: 0.2737 (0.2984)  loss_bbox_dn_1: 0.2213 (0.2289)  loss_bbox_dn_2: 0.1968 (0.2071)  loss_bbox_dn_3: 0.1892 (0.1998)  loss_bbox_dn_4: 0.1880 (0.1983)  loss_bbox_dn_5: 0.1879 (0.1983)  loss_giou: 0.4968 (0.5023)  loss_giou_aux_0: 0.5098 (0.5265)  loss_giou_aux_1: 0.4919 (0.5115)  loss_giou_aux_2: 0.4929 (0.5064)  loss_giou_aux_3: 0.4906 (0.5034)  loss_giou_aux_4: 0.4889 (0.5023)  loss_giou_aux_5: 0.5704 (0.5983)  loss_giou_dn_0: 0.6018 (0.6227)  loss_giou_dn_1: 0.4989 (0.5181)  loss_giou_dn_2: 0.4764 (0.4899)  loss_giou_dn_3: 0.4717 (0.4814)  loss_giou_dn_4: 0.4696 (0.4794)  loss_giou_dn_5: 0.4694 (0.4796)  loss_vfl: 0.6984 (0.7085)  loss_vfl_aux_0: 0.8248 (0.8320)  loss_vfl_aux_1: 0.7821 (0.7746)  loss_vfl_aux_2: 0.7433 (0.7381)  loss_vfl_aux_3: 0.7071 (0.7201)  loss_vfl_aux_4: 0.7015 (0.7118)  loss_vfl_aux_5: 0.8040 (0.8047)  loss_vfl_dn_0: 0.4681 (0.4660)  loss_vfl_dn_1: 0.4047 (0.4042)  loss_vfl_dn_2: 0.3907 (0.3878)  loss_vfl_dn_3: 0.3803 (0.3803)  loss_vfl_dn_4: 0.3782 (0.3774)  loss_vfl_dn_5: 0.3774 (0.3767)  time: 0.4580  data: 0.0144  max mem: 5654
Epoch: [22] Total time: 0:59:10 (0.4802 s / it)
Averaged stats: lr: 0.000010  loss: 16.6765 (16.9722)  loss_bbox: 0.1554 (0.1662)  loss_bbox_aux_0: 0.1731 (0.1789)  loss_bbox_aux_1: 0.1647 (0.1709)  loss_bbox_aux_2: 0.1633 (0.1681)  loss_bbox_aux_3: 0.1451 (0.1664)  loss_bbox_aux_4: 0.1436 (0.1662)  loss_bbox_aux_5: 0.2033 (0.2204)  loss_bbox_dn_0: 0.2737 (0.2984)  loss_bbox_dn_1: 0.2213 (0.2289)  loss_bbox_dn_2: 0.1968 (0.2071)  loss_bbox_dn_3: 0.1892 (0.1998)  loss_bbox_dn_4: 0.1880 (0.1983)  loss_bbox_dn_5: 0.1879 (0.1983)  loss_giou: 0.4968 (0.5023)  loss_giou_aux_0: 0.5098 (0.5265)  loss_giou_aux_1: 0.4919 (0.5115)  loss_giou_aux_2: 0.4929 (0.5064)  loss_giou_aux_3: 0.4906 (0.5034)  loss_giou_aux_4: 0.4889 (0.5023)  loss_giou_aux_5: 0.5704 (0.5983)  loss_giou_dn_0: 0.6018 (0.6227)  loss_giou_dn_1: 0.4989 (0.5181)  loss_giou_dn_2: 0.4764 (0.4899)  loss_giou_dn_3: 0.4717 (0.4814)  loss_giou_dn_4: 0.4696 (0.4794)  loss_giou_dn_5: 0.4694 (0.4796)  loss_vfl: 0.6984 (0.7085)  loss_vfl_aux_0: 0.8248 (0.8320)  loss_vfl_aux_1: 0.7821 (0.7746)  loss_vfl_aux_2: 0.7433 (0.7381)  loss_vfl_aux_3: 0.7071 (0.7201)  loss_vfl_aux_4: 0.7015 (0.7118)  loss_vfl_aux_5: 0.8040 (0.8047)  loss_vfl_dn_0: 0.4681 (0.4660)  loss_vfl_dn_1: 0.4047 (0.4042)  loss_vfl_dn_2: 0.3907 (0.3878)  loss_vfl_dn_3: 0.3803 (0.3803)  loss_vfl_dn_4: 0.3782 (0.3774)  loss_vfl_dn_5: 0.3774 (0.3767)
Test:  [  0/157]  eta: 0:04:04    time: 1.5569  data: 1.1472  max mem: 5654
Test:  [ 10/157]  eta: 0:01:13    time: 0.4999  data: 0.1271  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3966  data: 0.0264  max mem: 5654
Test:  [ 30/157]  eta: 0:01:18    time: 0.6819  data: 0.0275  max mem: 5654
Test:  [ 40/157]  eta: 0:01:05    time: 0.6733  data: 0.0266  max mem: 5654
Test:  [ 50/157]  eta: 0:00:56    time: 0.3844  data: 0.0264  max mem: 5654
Test:  [ 60/157]  eta: 0:00:48    time: 0.3903  data: 0.0266  max mem: 5654
Test:  [ 70/157]  eta: 0:00:42    time: 0.3874  data: 0.0260  max mem: 5654
Test:  [ 80/157]  eta: 0:00:36    time: 0.3896  data: 0.0258  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3958  data: 0.0258  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3854  data: 0.0256  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3868  data: 0.0256  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3851  data: 0.0259  max mem: 5654
Test:  [130/157]  eta: 0:00:11    time: 0.3829  data: 0.0265  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3833  data: 0.0265  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6405  data: 0.0259  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6295  data: 0.0252  max mem: 5654
Test: Total time: 0:01:13 (0.4660 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=31.62s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.509
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.689
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.551
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.327
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.555
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.689
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.381
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.638
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.708
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.528
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.756
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.885
best_stat:  {'epoch': 22, 'coco_eval_bbox': 0.5085789942088135}
Epoch: [23]  [   0/7393]  eta: 1 day, 3:49:17  lr: 0.000010  loss: 15.9560 (15.9560)  loss_bbox: 0.1669 (0.1669)  loss_bbox_aux_0: 0.1814 (0.1814)  loss_bbox_aux_1: 0.1713 (0.1713)  loss_bbox_aux_2: 0.1531 (0.1531)  loss_bbox_aux_3: 0.1657 (0.1657)  loss_bbox_aux_4: 0.1667 (0.1667)  loss_bbox_aux_5: 0.2267 (0.2267)  loss_bbox_dn_0: 0.3329 (0.3329)  loss_bbox_dn_1: 0.2417 (0.2417)  loss_bbox_dn_2: 0.2191 (0.2191)  loss_bbox_dn_3: 0.2074 (0.2074)  loss_bbox_dn_4: 0.2029 (0.2029)  loss_bbox_dn_5: 0.2029 (0.2029)  loss_giou: 0.4188 (0.4188)  loss_giou_aux_0: 0.4501 (0.4501)  loss_giou_aux_1: 0.4328 (0.4328)  loss_giou_aux_2: 0.4185 (0.4185)  loss_giou_aux_3: 0.4210 (0.4210)  loss_giou_aux_4: 0.4184 (0.4184)  loss_giou_aux_5: 0.5372 (0.5372)  loss_giou_dn_0: 0.5958 (0.5958)  loss_giou_dn_1: 0.4811 (0.4811)  loss_giou_dn_2: 0.4510 (0.4510)  loss_giou_dn_3: 0.4375 (0.4375)  loss_giou_dn_4: 0.4321 (0.4321)  loss_giou_dn_5: 0.4326 (0.4326)  loss_vfl: 0.6610 (0.6610)  loss_vfl_aux_0: 0.7811 (0.7811)  loss_vfl_aux_1: 0.7460 (0.7460)  loss_vfl_aux_2: 0.7136 (0.7136)  loss_vfl_aux_3: 0.6562 (0.6562)  loss_vfl_aux_4: 0.6488 (0.6488)  loss_vfl_aux_5: 0.7902 (0.7902)  loss_vfl_dn_0: 0.4631 (0.4631)  loss_vfl_dn_1: 0.4103 (0.4103)  loss_vfl_dn_2: 0.3908 (0.3908)  loss_vfl_dn_3: 0.3779 (0.3779)  loss_vfl_dn_4: 0.3753 (0.3753)  loss_vfl_dn_5: 0.3762 (0.3762)  time: 13.5476  data: 1.7854  max mem: 5654
Epoch: [23]  [ 100/7393]  eta: 1:14:29  lr: 0.000010  loss: 16.2345 (16.8839)  loss_bbox: 0.1450 (0.1635)  loss_bbox_aux_0: 0.1593 (0.1757)  loss_bbox_aux_1: 0.1522 (0.1684)  loss_bbox_aux_2: 0.1512 (0.1649)  loss_bbox_aux_3: 0.1460 (0.1622)  loss_bbox_aux_4: 0.1419 (0.1634)  loss_bbox_aux_5: 0.1975 (0.2165)  loss_bbox_dn_0: 0.2665 (0.2949)  loss_bbox_dn_1: 0.1993 (0.2250)  loss_bbox_dn_2: 0.1783 (0.2034)  loss_bbox_dn_3: 0.1750 (0.1952)  loss_bbox_dn_4: 0.1762 (0.1936)  loss_bbox_dn_5: 0.1762 (0.1936)  loss_giou: 0.4720 (0.4997)  loss_giou_aux_0: 0.5011 (0.5258)  loss_giou_aux_1: 0.4904 (0.5095)  loss_giou_aux_2: 0.4829 (0.5031)  loss_giou_aux_3: 0.4723 (0.4993)  loss_giou_aux_4: 0.4719 (0.4995)  loss_giou_aux_5: 0.5699 (0.5947)  loss_giou_dn_0: 0.6146 (0.6205)  loss_giou_dn_1: 0.5014 (0.5155)  loss_giou_dn_2: 0.4694 (0.4871)  loss_giou_dn_3: 0.4583 (0.4785)  loss_giou_dn_4: 0.4561 (0.4764)  loss_giou_dn_5: 0.4562 (0.4766)  loss_vfl: 0.6907 (0.7070)  loss_vfl_aux_0: 0.7916 (0.8258)  loss_vfl_aux_1: 0.7447 (0.7762)  loss_vfl_aux_2: 0.7013 (0.7406)  loss_vfl_aux_3: 0.7009 (0.7265)  loss_vfl_aux_4: 0.6963 (0.7118)  loss_vfl_aux_5: 0.7657 (0.8037)  loss_vfl_dn_0: 0.4678 (0.4653)  loss_vfl_dn_1: 0.3964 (0.4024)  loss_vfl_dn_2: 0.3859 (0.3875)  loss_vfl_dn_3: 0.3800 (0.3790)  loss_vfl_dn_4: 0.3781 (0.3762)  loss_vfl_dn_5: 0.3774 (0.3753)  time: 0.4752  data: 0.0147  max mem: 5654
Epoch: [23]  [ 200/7393]  eta: 1:05:05  lr: 0.000010  loss: 16.6700 (16.7911)  loss_bbox: 0.1525 (0.1602)  loss_bbox_aux_0: 0.1659 (0.1735)  loss_bbox_aux_1: 0.1551 (0.1654)  loss_bbox_aux_2: 0.1517 (0.1618)  loss_bbox_aux_3: 0.1542 (0.1597)  loss_bbox_aux_4: 0.1564 (0.1602)  loss_bbox_aux_5: 0.2012 (0.2134)  loss_bbox_dn_0: 0.2668 (0.2920)  loss_bbox_dn_1: 0.2028 (0.2231)  loss_bbox_dn_2: 0.1812 (0.2012)  loss_bbox_dn_3: 0.1738 (0.1934)  loss_bbox_dn_4: 0.1713 (0.1918)  loss_bbox_dn_5: 0.1712 (0.1918)  loss_giou: 0.5271 (0.4989)  loss_giou_aux_0: 0.5428 (0.5247)  loss_giou_aux_1: 0.5313 (0.5082)  loss_giou_aux_2: 0.5226 (0.5025)  loss_giou_aux_3: 0.5285 (0.4986)  loss_giou_aux_4: 0.5291 (0.4988)  loss_giou_aux_5: 0.6061 (0.5935)  loss_giou_dn_0: 0.6273 (0.6186)  loss_giou_dn_1: 0.5340 (0.5143)  loss_giou_dn_2: 0.5023 (0.4859)  loss_giou_dn_3: 0.4935 (0.4773)  loss_giou_dn_4: 0.4923 (0.4752)  loss_giou_dn_5: 0.4929 (0.4754)  loss_vfl: 0.6997 (0.7028)  loss_vfl_aux_0: 0.8141 (0.8203)  loss_vfl_aux_1: 0.7595 (0.7674)  loss_vfl_aux_2: 0.7089 (0.7328)  loss_vfl_aux_3: 0.7081 (0.7200)  loss_vfl_aux_4: 0.6945 (0.7068)  loss_vfl_aux_5: 0.8058 (0.8007)  loss_vfl_dn_0: 0.4628 (0.4645)  loss_vfl_dn_1: 0.4068 (0.4021)  loss_vfl_dn_2: 0.3902 (0.3864)  loss_vfl_dn_3: 0.3807 (0.3782)  loss_vfl_dn_4: 0.3793 (0.3753)  loss_vfl_dn_5: 0.3793 (0.3745)  time: 0.4617  data: 0.0151  max mem: 5654
Epoch: [23]  [ 300/7393]  eta: 1:01:19  lr: 0.000010  loss: 16.7722 (16.7437)  loss_bbox: 0.1497 (0.1602)  loss_bbox_aux_0: 0.1727 (0.1736)  loss_bbox_aux_1: 0.1599 (0.1651)  loss_bbox_aux_2: 0.1599 (0.1621)  loss_bbox_aux_3: 0.1541 (0.1598)  loss_bbox_aux_4: 0.1488 (0.1598)  loss_bbox_aux_5: 0.2069 (0.2135)  loss_bbox_dn_0: 0.2797 (0.2922)  loss_bbox_dn_1: 0.2182 (0.2235)  loss_bbox_dn_2: 0.1956 (0.2015)  loss_bbox_dn_3: 0.1824 (0.1939)  loss_bbox_dn_4: 0.1808 (0.1923)  loss_bbox_dn_5: 0.1806 (0.1923)  loss_giou: 0.4757 (0.4934)  loss_giou_aux_0: 0.5237 (0.5200)  loss_giou_aux_1: 0.4921 (0.5040)  loss_giou_aux_2: 0.4903 (0.4978)  loss_giou_aux_3: 0.4884 (0.4935)  loss_giou_aux_4: 0.4797 (0.4934)  loss_giou_aux_5: 0.5775 (0.5894)  loss_giou_dn_0: 0.6136 (0.6161)  loss_giou_dn_1: 0.5131 (0.5118)  loss_giou_dn_2: 0.4836 (0.4836)  loss_giou_dn_3: 0.4755 (0.4750)  loss_giou_dn_4: 0.4727 (0.4730)  loss_giou_dn_5: 0.4727 (0.4732)  loss_vfl: 0.7054 (0.7055)  loss_vfl_aux_0: 0.8064 (0.8211)  loss_vfl_aux_1: 0.7656 (0.7671)  loss_vfl_aux_2: 0.7179 (0.7324)  loss_vfl_aux_3: 0.7041 (0.7192)  loss_vfl_aux_4: 0.7108 (0.7091)  loss_vfl_aux_5: 0.7931 (0.7995)  loss_vfl_dn_0: 0.4679 (0.4638)  loss_vfl_dn_1: 0.4108 (0.4016)  loss_vfl_dn_2: 0.3927 (0.3853)  loss_vfl_dn_3: 0.3822 (0.3772)  loss_vfl_dn_4: 0.3791 (0.3744)  loss_vfl_dn_5: 0.3782 (0.3736)  time: 0.4653  data: 0.0145  max mem: 5654
Epoch: [23]  [ 400/7393]  eta: 0:59:13  lr: 0.000010  loss: 16.8595 (16.7462)  loss_bbox: 0.1558 (0.1608)  loss_bbox_aux_0: 0.1699 (0.1750)  loss_bbox_aux_1: 0.1757 (0.1664)  loss_bbox_aux_2: 0.1624 (0.1629)  loss_bbox_aux_3: 0.1572 (0.1606)  loss_bbox_aux_4: 0.1558 (0.1606)  loss_bbox_aux_5: 0.2134 (0.2146)  loss_bbox_dn_0: 0.2884 (0.2944)  loss_bbox_dn_1: 0.2205 (0.2253)  loss_bbox_dn_2: 0.2004 (0.2031)  loss_bbox_dn_3: 0.1898 (0.1953)  loss_bbox_dn_4: 0.1875 (0.1936)  loss_bbox_dn_5: 0.1872 (0.1936)  loss_giou: 0.4049 (0.4885)  loss_giou_aux_0: 0.4457 (0.5159)  loss_giou_aux_1: 0.4501 (0.4999)  loss_giou_aux_2: 0.4249 (0.4937)  loss_giou_aux_3: 0.4090 (0.4892)  loss_giou_aux_4: 0.4051 (0.4886)  loss_giou_aux_5: 0.5224 (0.5851)  loss_giou_dn_0: 0.5884 (0.6143)  loss_giou_dn_1: 0.4757 (0.5103)  loss_giou_dn_2: 0.4431 (0.4819)  loss_giou_dn_3: 0.4341 (0.4733)  loss_giou_dn_4: 0.4312 (0.4712)  loss_giou_dn_5: 0.4315 (0.4713)  loss_vfl: 0.7438 (0.7090)  loss_vfl_aux_0: 0.8403 (0.8243)  loss_vfl_aux_1: 0.7849 (0.7708)  loss_vfl_aux_2: 0.7687 (0.7366)  loss_vfl_aux_3: 0.7606 (0.7227)  loss_vfl_aux_4: 0.7378 (0.7126)  loss_vfl_aux_5: 0.8012 (0.8025)  loss_vfl_dn_0: 0.4641 (0.4645)  loss_vfl_dn_1: 0.4036 (0.4019)  loss_vfl_dn_2: 0.3867 (0.3856)  loss_vfl_dn_3: 0.3771 (0.3776)  loss_vfl_dn_4: 0.3746 (0.3747)  loss_vfl_dn_5: 0.3754 (0.3740)  time: 0.4768  data: 0.0144  max mem: 5654
Epoch: [23]  [ 500/7393]  eta: 0:57:38  lr: 0.000010  loss: 16.3759 (16.7445)  loss_bbox: 0.1535 (0.1619)  loss_bbox_aux_0: 0.1679 (0.1759)  loss_bbox_aux_1: 0.1591 (0.1674)  loss_bbox_aux_2: 0.1528 (0.1641)  loss_bbox_aux_3: 0.1490 (0.1619)  loss_bbox_aux_4: 0.1534 (0.1617)  loss_bbox_aux_5: 0.2010 (0.2162)  loss_bbox_dn_0: 0.2703 (0.2967)  loss_bbox_dn_1: 0.2008 (0.2269)  loss_bbox_dn_2: 0.1765 (0.2045)  loss_bbox_dn_3: 0.1683 (0.1968)  loss_bbox_dn_4: 0.1671 (0.1952)  loss_bbox_dn_5: 0.1671 (0.1952)  loss_giou: 0.4915 (0.4883)  loss_giou_aux_0: 0.5296 (0.5149)  loss_giou_aux_1: 0.4916 (0.4992)  loss_giou_aux_2: 0.4936 (0.4936)  loss_giou_aux_3: 0.4913 (0.4888)  loss_giou_aux_4: 0.4928 (0.4882)  loss_giou_aux_5: 0.6065 (0.5841)  loss_giou_dn_0: 0.6021 (0.6140)  loss_giou_dn_1: 0.5152 (0.5099)  loss_giou_dn_2: 0.4970 (0.4815)  loss_giou_dn_3: 0.4877 (0.4728)  loss_giou_dn_4: 0.4867 (0.4708)  loss_giou_dn_5: 0.4871 (0.4709)  loss_vfl: 0.7091 (0.7069)  loss_vfl_aux_0: 0.8161 (0.8233)  loss_vfl_aux_1: 0.7638 (0.7693)  loss_vfl_aux_2: 0.7274 (0.7342)  loss_vfl_aux_3: 0.7198 (0.7207)  loss_vfl_aux_4: 0.7140 (0.7108)  loss_vfl_aux_5: 0.8062 (0.8021)  loss_vfl_dn_0: 0.4573 (0.4641)  loss_vfl_dn_1: 0.3961 (0.4014)  loss_vfl_dn_2: 0.3793 (0.3851)  loss_vfl_dn_3: 0.3744 (0.3773)  loss_vfl_dn_4: 0.3692 (0.3744)  loss_vfl_dn_5: 0.3670 (0.3738)  time: 0.4829  data: 0.0148  max mem: 5654
Epoch: [23]  [ 600/7393]  eta: 0:56:15  lr: 0.000010  loss: 16.6087 (16.7712)  loss_bbox: 0.1683 (0.1624)  loss_bbox_aux_0: 0.1763 (0.1767)  loss_bbox_aux_1: 0.1757 (0.1679)  loss_bbox_aux_2: 0.1744 (0.1645)  loss_bbox_aux_3: 0.1696 (0.1622)  loss_bbox_aux_4: 0.1727 (0.1621)  loss_bbox_aux_5: 0.2152 (0.2171)  loss_bbox_dn_0: 0.2567 (0.2954)  loss_bbox_dn_1: 0.1981 (0.2259)  loss_bbox_dn_2: 0.1786 (0.2035)  loss_bbox_dn_3: 0.1728 (0.1959)  loss_bbox_dn_4: 0.1750 (0.1943)  loss_bbox_dn_5: 0.1751 (0.1943)  loss_giou: 0.4856 (0.4929)  loss_giou_aux_0: 0.5056 (0.5195)  loss_giou_aux_1: 0.4779 (0.5036)  loss_giou_aux_2: 0.4853 (0.4981)  loss_giou_aux_3: 0.4813 (0.4934)  loss_giou_aux_4: 0.4874 (0.4928)  loss_giou_aux_5: 0.5619 (0.5886)  loss_giou_dn_0: 0.6009 (0.6163)  loss_giou_dn_1: 0.5146 (0.5123)  loss_giou_dn_2: 0.4919 (0.4840)  loss_giou_dn_3: 0.4848 (0.4755)  loss_giou_dn_4: 0.4845 (0.4735)  loss_giou_dn_5: 0.4851 (0.4736)  loss_vfl: 0.6805 (0.7039)  loss_vfl_aux_0: 0.7670 (0.8211)  loss_vfl_aux_1: 0.7304 (0.7662)  loss_vfl_aux_2: 0.7102 (0.7314)  loss_vfl_aux_3: 0.6993 (0.7180)  loss_vfl_aux_4: 0.6903 (0.7079)  loss_vfl_aux_5: 0.7834 (0.8002)  loss_vfl_dn_0: 0.4617 (0.4640)  loss_vfl_dn_1: 0.3945 (0.4014)  loss_vfl_dn_2: 0.3757 (0.3851)  loss_vfl_dn_3: 0.3705 (0.3773)  loss_vfl_dn_4: 0.3671 (0.3745)  loss_vfl_dn_5: 0.3673 (0.3739)  time: 0.4728  data: 0.0146  max mem: 5654
Epoch: [23]  [ 700/7393]  eta: 0:55:01  lr: 0.000010  loss: 16.3915 (16.7801)  loss_bbox: 0.1493 (0.1630)  loss_bbox_aux_0: 0.1749 (0.1774)  loss_bbox_aux_1: 0.1580 (0.1686)  loss_bbox_aux_2: 0.1541 (0.1654)  loss_bbox_aux_3: 0.1538 (0.1629)  loss_bbox_aux_4: 0.1481 (0.1627)  loss_bbox_aux_5: 0.2138 (0.2181)  loss_bbox_dn_0: 0.2762 (0.2967)  loss_bbox_dn_1: 0.2095 (0.2267)  loss_bbox_dn_2: 0.1939 (0.2042)  loss_bbox_dn_3: 0.1855 (0.1965)  loss_bbox_dn_4: 0.1833 (0.1949)  loss_bbox_dn_5: 0.1835 (0.1949)  loss_giou: 0.4447 (0.4916)  loss_giou_aux_0: 0.4693 (0.5181)  loss_giou_aux_1: 0.4486 (0.5025)  loss_giou_aux_2: 0.4548 (0.4968)  loss_giou_aux_3: 0.4504 (0.4920)  loss_giou_aux_4: 0.4448 (0.4915)  loss_giou_aux_5: 0.5433 (0.5874)  loss_giou_dn_0: 0.6160 (0.6165)  loss_giou_dn_1: 0.5094 (0.5122)  loss_giou_dn_2: 0.4858 (0.4838)  loss_giou_dn_3: 0.4776 (0.4752)  loss_giou_dn_4: 0.4756 (0.4732)  loss_giou_dn_5: 0.4755 (0.4733)  loss_vfl: 0.6825 (0.7046)  loss_vfl_aux_0: 0.8124 (0.8233)  loss_vfl_aux_1: 0.7596 (0.7683)  loss_vfl_aux_2: 0.7156 (0.7321)  loss_vfl_aux_3: 0.6784 (0.7186)  loss_vfl_aux_4: 0.6833 (0.7086)  loss_vfl_aux_5: 0.8159 (0.8016)  loss_vfl_dn_0: 0.4643 (0.4644)  loss_vfl_dn_1: 0.4005 (0.4016)  loss_vfl_dn_2: 0.3828 (0.3852)  loss_vfl_dn_3: 0.3763 (0.3774)  loss_vfl_dn_4: 0.3714 (0.3746)  loss_vfl_dn_5: 0.3693 (0.3739)  time: 0.4600  data: 0.0144  max mem: 5654
Epoch: [23]  [ 800/7393]  eta: 0:54:01  lr: 0.000010  loss: 16.5343 (16.7782)  loss_bbox: 0.1447 (0.1631)  loss_bbox_aux_0: 0.1542 (0.1777)  loss_bbox_aux_1: 0.1505 (0.1688)  loss_bbox_aux_2: 0.1476 (0.1659)  loss_bbox_aux_3: 0.1440 (0.1631)  loss_bbox_aux_4: 0.1436 (0.1628)  loss_bbox_aux_5: 0.1887 (0.2186)  loss_bbox_dn_0: 0.2556 (0.2966)  loss_bbox_dn_1: 0.1885 (0.2265)  loss_bbox_dn_2: 0.1675 (0.2043)  loss_bbox_dn_3: 0.1626 (0.1966)  loss_bbox_dn_4: 0.1611 (0.1950)  loss_bbox_dn_5: 0.1611 (0.1950)  loss_giou: 0.4653 (0.4915)  loss_giou_aux_0: 0.4732 (0.5180)  loss_giou_aux_1: 0.4548 (0.5025)  loss_giou_aux_2: 0.4591 (0.4969)  loss_giou_aux_3: 0.4658 (0.4919)  loss_giou_aux_4: 0.4658 (0.4913)  loss_giou_aux_5: 0.5404 (0.5873)  loss_giou_dn_0: 0.6065 (0.6157)  loss_giou_dn_1: 0.5046 (0.5116)  loss_giou_dn_2: 0.4755 (0.4832)  loss_giou_dn_3: 0.4699 (0.4747)  loss_giou_dn_4: 0.4689 (0.4726)  loss_giou_dn_5: 0.4689 (0.4728)  loss_vfl: 0.7039 (0.7049)  loss_vfl_aux_0: 0.8137 (0.8232)  loss_vfl_aux_1: 0.7711 (0.7680)  loss_vfl_aux_2: 0.7252 (0.7318)  loss_vfl_aux_3: 0.7252 (0.7186)  loss_vfl_aux_4: 0.7127 (0.7087)  loss_vfl_aux_5: 0.7873 (0.8013)  loss_vfl_dn_0: 0.4578 (0.4644)  loss_vfl_dn_1: 0.4037 (0.4017)  loss_vfl_dn_2: 0.3874 (0.3853)  loss_vfl_dn_3: 0.3815 (0.3775)  loss_vfl_dn_4: 0.3794 (0.3747)  loss_vfl_dn_5: 0.3781 (0.3739)  time: 0.4960  data: 0.0152  max mem: 5654
Epoch: [23]  [ 900/7393]  eta: 0:53:46  lr: 0.000010  loss: 16.5415 (16.7770)  loss_bbox: 0.1556 (0.1639)  loss_bbox_aux_0: 0.1751 (0.1783)  loss_bbox_aux_1: 0.1661 (0.1697)  loss_bbox_aux_2: 0.1618 (0.1665)  loss_bbox_aux_3: 0.1563 (0.1638)  loss_bbox_aux_4: 0.1570 (0.1636)  loss_bbox_aux_5: 0.2093 (0.2193)  loss_bbox_dn_0: 0.2995 (0.2985)  loss_bbox_dn_1: 0.2346 (0.2277)  loss_bbox_dn_2: 0.2114 (0.2054)  loss_bbox_dn_3: 0.2032 (0.1977)  loss_bbox_dn_4: 0.2006 (0.1961)  loss_bbox_dn_5: 0.2002 (0.1961)  loss_giou: 0.4375 (0.4901)  loss_giou_aux_0: 0.4625 (0.5166)  loss_giou_aux_1: 0.4473 (0.5012)  loss_giou_aux_2: 0.4477 (0.4955)  loss_giou_aux_3: 0.4377 (0.4908)  loss_giou_aux_4: 0.4432 (0.4902)  loss_giou_aux_5: 0.5277 (0.5861)  loss_giou_dn_0: 0.6011 (0.6146)  loss_giou_dn_1: 0.4960 (0.5101)  loss_giou_dn_2: 0.4627 (0.4817)  loss_giou_dn_3: 0.4543 (0.4730)  loss_giou_dn_4: 0.4518 (0.4710)  loss_giou_dn_5: 0.4514 (0.4712)  loss_vfl: 0.6816 (0.7054)  loss_vfl_aux_0: 0.8240 (0.8246)  loss_vfl_aux_1: 0.7495 (0.7690)  loss_vfl_aux_2: 0.7260 (0.7333)  loss_vfl_aux_3: 0.6787 (0.7186)  loss_vfl_aux_4: 0.6808 (0.7090)  loss_vfl_aux_5: 0.7851 (0.8029)  loss_vfl_dn_0: 0.4617 (0.4645)  loss_vfl_dn_1: 0.3929 (0.4015)  loss_vfl_dn_2: 0.3736 (0.3849)  loss_vfl_dn_3: 0.3638 (0.3771)  loss_vfl_dn_4: 0.3631 (0.3742)  loss_vfl_dn_5: 0.3641 (0.3735)  time: 0.4787  data: 0.0146  max mem: 5654
Epoch: [23]  [1000/7393]  eta: 0:52:39  lr: 0.000010  loss: 17.2128 (16.7896)  loss_bbox: 0.1628 (0.1641)  loss_bbox_aux_0: 0.1876 (0.1787)  loss_bbox_aux_1: 0.1775 (0.1702)  loss_bbox_aux_2: 0.1678 (0.1668)  loss_bbox_aux_3: 0.1655 (0.1640)  loss_bbox_aux_4: 0.1627 (0.1639)  loss_bbox_aux_5: 0.2242 (0.2196)  loss_bbox_dn_0: 0.3155 (0.2992)  loss_bbox_dn_1: 0.2351 (0.2285)  loss_bbox_dn_2: 0.2171 (0.2060)  loss_bbox_dn_3: 0.2126 (0.1983)  loss_bbox_dn_4: 0.2121 (0.1967)  loss_bbox_dn_5: 0.2119 (0.1967)  loss_giou: 0.4780 (0.4899)  loss_giou_aux_0: 0.4973 (0.5166)  loss_giou_aux_1: 0.4750 (0.5013)  loss_giou_aux_2: 0.4737 (0.4954)  loss_giou_aux_3: 0.4693 (0.4907)  loss_giou_aux_4: 0.4776 (0.4900)  loss_giou_aux_5: 0.5233 (0.5861)  loss_giou_dn_0: 0.6258 (0.6149)  loss_giou_dn_1: 0.4994 (0.5103)  loss_giou_dn_2: 0.4721 (0.4817)  loss_giou_dn_3: 0.4649 (0.4730)  loss_giou_dn_4: 0.4658 (0.4710)  loss_giou_dn_5: 0.4658 (0.4711)  loss_vfl: 0.7175 (0.7061)  loss_vfl_aux_0: 0.8269 (0.8251)  loss_vfl_aux_1: 0.7665 (0.7696)  loss_vfl_aux_2: 0.7489 (0.7341)  loss_vfl_aux_3: 0.7202 (0.7196)  loss_vfl_aux_4: 0.6897 (0.7095)  loss_vfl_aux_5: 0.7853 (0.8033)  loss_vfl_dn_0: 0.4709 (0.4647)  loss_vfl_dn_1: 0.4109 (0.4017)  loss_vfl_dn_2: 0.3856 (0.3852)  loss_vfl_dn_3: 0.3807 (0.3774)  loss_vfl_dn_4: 0.3802 (0.3746)  loss_vfl_dn_5: 0.3791 (0.3738)  time: 0.4661  data: 0.0146  max mem: 5654
Epoch: [23]  [1100/7393]  eta: 0:51:40  lr: 0.000010  loss: 15.7741 (16.7831)  loss_bbox: 0.1488 (0.1644)  loss_bbox_aux_0: 0.1564 (0.1786)  loss_bbox_aux_1: 0.1570 (0.1704)  loss_bbox_aux_2: 0.1488 (0.1670)  loss_bbox_aux_3: 0.1458 (0.1642)  loss_bbox_aux_4: 0.1486 (0.1642)  loss_bbox_aux_5: 0.2068 (0.2193)  loss_bbox_dn_0: 0.2615 (0.2981)  loss_bbox_dn_1: 0.1953 (0.2279)  loss_bbox_dn_2: 0.1731 (0.2056)  loss_bbox_dn_3: 0.1667 (0.1980)  loss_bbox_dn_4: 0.1677 (0.1965)  loss_bbox_dn_5: 0.1676 (0.1965)  loss_giou: 0.4850 (0.4902)  loss_giou_aux_0: 0.5037 (0.5166)  loss_giou_aux_1: 0.4992 (0.5015)  loss_giou_aux_2: 0.4999 (0.4955)  loss_giou_aux_3: 0.4786 (0.4909)  loss_giou_aux_4: 0.4794 (0.4903)  loss_giou_aux_5: 0.5647 (0.5859)  loss_giou_dn_0: 0.5919 (0.6146)  loss_giou_dn_1: 0.4867 (0.5102)  loss_giou_dn_2: 0.4573 (0.4817)  loss_giou_dn_3: 0.4523 (0.4731)  loss_giou_dn_4: 0.4511 (0.4711)  loss_giou_dn_5: 0.4511 (0.4713)  loss_vfl: 0.6479 (0.7053)  loss_vfl_aux_0: 0.7861 (0.8246)  loss_vfl_aux_1: 0.7190 (0.7688)  loss_vfl_aux_2: 0.6767 (0.7336)  loss_vfl_aux_3: 0.6706 (0.7187)  loss_vfl_aux_4: 0.6482 (0.7088)  loss_vfl_aux_5: 0.7640 (0.8025)  loss_vfl_dn_0: 0.4591 (0.4646)  loss_vfl_dn_1: 0.4013 (0.4017)  loss_vfl_dn_2: 0.3826 (0.3852)  loss_vfl_dn_3: 0.3715 (0.3774)  loss_vfl_dn_4: 0.3705 (0.3746)  loss_vfl_dn_5: 0.3706 (0.3738)  time: 0.4700  data: 0.0142  max mem: 5654
Epoch: [23]  [1200/7393]  eta: 0:50:40  lr: 0.000010  loss: 16.7278 (16.7853)  loss_bbox: 0.1431 (0.1639)  loss_bbox_aux_0: 0.1612 (0.1783)  loss_bbox_aux_1: 0.1500 (0.1700)  loss_bbox_aux_2: 0.1448 (0.1666)  loss_bbox_aux_3: 0.1459 (0.1639)  loss_bbox_aux_4: 0.1460 (0.1638)  loss_bbox_aux_5: 0.2012 (0.2189)  loss_bbox_dn_0: 0.2485 (0.2974)  loss_bbox_dn_1: 0.2047 (0.2274)  loss_bbox_dn_2: 0.1862 (0.2052)  loss_bbox_dn_3: 0.1826 (0.1977)  loss_bbox_dn_4: 0.1826 (0.1961)  loss_bbox_dn_5: 0.1827 (0.1961)  loss_giou: 0.5122 (0.4912)  loss_giou_aux_0: 0.5424 (0.5176)  loss_giou_aux_1: 0.5167 (0.5025)  loss_giou_aux_2: 0.5176 (0.4965)  loss_giou_aux_3: 0.5162 (0.4921)  loss_giou_aux_4: 0.5121 (0.4913)  loss_giou_aux_5: 0.5992 (0.5872)  loss_giou_dn_0: 0.6563 (0.6149)  loss_giou_dn_1: 0.5373 (0.5106)  loss_giou_dn_2: 0.5141 (0.4822)  loss_giou_dn_3: 0.5048 (0.4737)  loss_giou_dn_4: 0.5038 (0.4716)  loss_giou_dn_5: 0.5038 (0.4718)  loss_vfl: 0.6709 (0.7048)  loss_vfl_aux_0: 0.7956 (0.8243)  loss_vfl_aux_1: 0.7329 (0.7683)  loss_vfl_aux_2: 0.7015 (0.7332)  loss_vfl_aux_3: 0.6851 (0.7181)  loss_vfl_aux_4: 0.6704 (0.7082)  loss_vfl_aux_5: 0.7711 (0.8018)  loss_vfl_dn_0: 0.4597 (0.4646)  loss_vfl_dn_1: 0.4066 (0.4018)  loss_vfl_dn_2: 0.3900 (0.3853)  loss_vfl_dn_3: 0.3809 (0.3776)  loss_vfl_dn_4: 0.3796 (0.3748)  loss_vfl_dn_5: 0.3776 (0.3741)  time: 0.4651  data: 0.0148  max mem: 5654
Epoch: [23]  [1300/7393]  eta: 0:49:44  lr: 0.000010  loss: 17.1021 (16.7873)  loss_bbox: 0.1424 (0.1637)  loss_bbox_aux_0: 0.1602 (0.1780)  loss_bbox_aux_1: 0.1546 (0.1698)  loss_bbox_aux_2: 0.1431 (0.1663)  loss_bbox_aux_3: 0.1450 (0.1637)  loss_bbox_aux_4: 0.1434 (0.1637)  loss_bbox_aux_5: 0.2176 (0.2184)  loss_bbox_dn_0: 0.2486 (0.2962)  loss_bbox_dn_1: 0.1989 (0.2265)  loss_bbox_dn_2: 0.1838 (0.2043)  loss_bbox_dn_3: 0.1790 (0.1969)  loss_bbox_dn_4: 0.1773 (0.1954)  loss_bbox_dn_5: 0.1771 (0.1954)  loss_giou: 0.5354 (0.4926)  loss_giou_aux_0: 0.5439 (0.5188)  loss_giou_aux_1: 0.5503 (0.5038)  loss_giou_aux_2: 0.5355 (0.4978)  loss_giou_aux_3: 0.5311 (0.4934)  loss_giou_aux_4: 0.5294 (0.4927)  loss_giou_aux_5: 0.6021 (0.5885)  loss_giou_dn_0: 0.6192 (0.6155)  loss_giou_dn_1: 0.5155 (0.5112)  loss_giou_dn_2: 0.4959 (0.4828)  loss_giou_dn_3: 0.4905 (0.4743)  loss_giou_dn_4: 0.4883 (0.4723)  loss_giou_dn_5: 0.4884 (0.4725)  loss_vfl: 0.6742 (0.7045)  loss_vfl_aux_0: 0.7896 (0.8234)  loss_vfl_aux_1: 0.7334 (0.7677)  loss_vfl_aux_2: 0.6996 (0.7326)  loss_vfl_aux_3: 0.6869 (0.7176)  loss_vfl_aux_4: 0.6740 (0.7078)  loss_vfl_aux_5: 0.7619 (0.8008)  loss_vfl_dn_0: 0.4639 (0.4644)  loss_vfl_dn_1: 0.4046 (0.4018)  loss_vfl_dn_2: 0.3891 (0.3854)  loss_vfl_dn_3: 0.3830 (0.3777)  loss_vfl_dn_4: 0.3801 (0.3749)  loss_vfl_dn_5: 0.3795 (0.3742)  time: 0.4753  data: 0.0141  max mem: 5654
Epoch: [23]  [1400/7393]  eta: 0:48:49  lr: 0.000010  loss: 17.1882 (16.8032)  loss_bbox: 0.1703 (0.1643)  loss_bbox_aux_0: 0.1816 (0.1785)  loss_bbox_aux_1: 0.1720 (0.1702)  loss_bbox_aux_2: 0.1598 (0.1669)  loss_bbox_aux_3: 0.1691 (0.1644)  loss_bbox_aux_4: 0.1823 (0.1643)  loss_bbox_aux_5: 0.2451 (0.2191)  loss_bbox_dn_0: 0.3022 (0.2969)  loss_bbox_dn_1: 0.2493 (0.2271)  loss_bbox_dn_2: 0.2148 (0.2049)  loss_bbox_dn_3: 0.2040 (0.1975)  loss_bbox_dn_4: 0.2007 (0.1960)  loss_bbox_dn_5: 0.2011 (0.1960)  loss_giou: 0.4644 (0.4924)  loss_giou_aux_0: 0.4833 (0.5187)  loss_giou_aux_1: 0.4650 (0.5036)  loss_giou_aux_2: 0.4580 (0.4977)  loss_giou_aux_3: 0.4613 (0.4933)  loss_giou_aux_4: 0.4598 (0.4925)  loss_giou_aux_5: 0.5375 (0.5884)  loss_giou_dn_0: 0.6073 (0.6155)  loss_giou_dn_1: 0.5126 (0.5111)  loss_giou_dn_2: 0.4820 (0.4828)  loss_giou_dn_3: 0.4712 (0.4742)  loss_giou_dn_4: 0.4668 (0.4722)  loss_giou_dn_5: 0.4665 (0.4724)  loss_vfl: 0.7232 (0.7057)  loss_vfl_aux_0: 0.8536 (0.8252)  loss_vfl_aux_1: 0.7792 (0.7692)  loss_vfl_aux_2: 0.7499 (0.7337)  loss_vfl_aux_3: 0.7313 (0.7186)  loss_vfl_aux_4: 0.7170 (0.7090)  loss_vfl_aux_5: 0.8359 (0.8022)  loss_vfl_dn_0: 0.4686 (0.4645)  loss_vfl_dn_1: 0.4053 (0.4019)  loss_vfl_dn_2: 0.3907 (0.3855)  loss_vfl_dn_3: 0.3819 (0.3777)  loss_vfl_dn_4: 0.3807 (0.3750)  loss_vfl_dn_5: 0.3799 (0.3743)  time: 0.4692  data: 0.0147  max mem: 5654
Epoch: [23]  [1500/7393]  eta: 0:47:55  lr: 0.000010  loss: 16.7959 (16.8074)  loss_bbox: 0.1436 (0.1641)  loss_bbox_aux_0: 0.1611 (0.1784)  loss_bbox_aux_1: 0.1487 (0.1700)  loss_bbox_aux_2: 0.1494 (0.1668)  loss_bbox_aux_3: 0.1430 (0.1643)  loss_bbox_aux_4: 0.1438 (0.1642)  loss_bbox_aux_5: 0.1978 (0.2188)  loss_bbox_dn_0: 0.2526 (0.2964)  loss_bbox_dn_1: 0.1912 (0.2268)  loss_bbox_dn_2: 0.1676 (0.2046)  loss_bbox_dn_3: 0.1652 (0.1972)  loss_bbox_dn_4: 0.1640 (0.1956)  loss_bbox_dn_5: 0.1640 (0.1956)  loss_giou: 0.4557 (0.4930)  loss_giou_aux_0: 0.5084 (0.5195)  loss_giou_aux_1: 0.4767 (0.5043)  loss_giou_aux_2: 0.4689 (0.4984)  loss_giou_aux_3: 0.4565 (0.4940)  loss_giou_aux_4: 0.4622 (0.4932)  loss_giou_aux_5: 0.5611 (0.5893)  loss_giou_dn_0: 0.6199 (0.6162)  loss_giou_dn_1: 0.5057 (0.5120)  loss_giou_dn_2: 0.4776 (0.4836)  loss_giou_dn_3: 0.4668 (0.4751)  loss_giou_dn_4: 0.4635 (0.4730)  loss_giou_dn_5: 0.4633 (0.4732)  loss_vfl: 0.7047 (0.7058)  loss_vfl_aux_0: 0.8161 (0.8244)  loss_vfl_aux_1: 0.7736 (0.7687)  loss_vfl_aux_2: 0.7061 (0.7334)  loss_vfl_aux_3: 0.7220 (0.7185)  loss_vfl_aux_4: 0.7107 (0.7089)  loss_vfl_aux_5: 0.7881 (0.8013)  loss_vfl_dn_0: 0.4669 (0.4644)  loss_vfl_dn_1: 0.4038 (0.4019)  loss_vfl_dn_2: 0.3907 (0.3855)  loss_vfl_dn_3: 0.3793 (0.3777)  loss_vfl_dn_4: 0.3781 (0.3750)  loss_vfl_dn_5: 0.3771 (0.3743)  time: 0.4811  data: 0.0139  max mem: 5654
Epoch: [23]  [1600/7393]  eta: 0:47:01  lr: 0.000010  loss: 16.4701 (16.8068)  loss_bbox: 0.1516 (0.1640)  loss_bbox_aux_0: 0.1750 (0.1783)  loss_bbox_aux_1: 0.1584 (0.1699)  loss_bbox_aux_2: 0.1594 (0.1667)  loss_bbox_aux_3: 0.1532 (0.1642)  loss_bbox_aux_4: 0.1538 (0.1641)  loss_bbox_aux_5: 0.2090 (0.2188)  loss_bbox_dn_0: 0.2987 (0.2963)  loss_bbox_dn_1: 0.2255 (0.2267)  loss_bbox_dn_2: 0.1952 (0.2047)  loss_bbox_dn_3: 0.1900 (0.1972)  loss_bbox_dn_4: 0.1863 (0.1957)  loss_bbox_dn_5: 0.1861 (0.1957)  loss_giou: 0.4619 (0.4934)  loss_giou_aux_0: 0.4791 (0.5196)  loss_giou_aux_1: 0.4711 (0.5044)  loss_giou_aux_2: 0.4659 (0.4986)  loss_giou_aux_3: 0.4639 (0.4943)  loss_giou_aux_4: 0.4593 (0.4936)  loss_giou_aux_5: 0.5499 (0.5897)  loss_giou_dn_0: 0.5910 (0.6163)  loss_giou_dn_1: 0.4844 (0.5120)  loss_giou_dn_2: 0.4613 (0.4837)  loss_giou_dn_3: 0.4478 (0.4752)  loss_giou_dn_4: 0.4467 (0.4731)  loss_giou_dn_5: 0.4462 (0.4733)  loss_vfl: 0.6990 (0.7053)  loss_vfl_aux_0: 0.8174 (0.8243)  loss_vfl_aux_1: 0.7463 (0.7683)  loss_vfl_aux_2: 0.7163 (0.7332)  loss_vfl_aux_3: 0.7034 (0.7182)  loss_vfl_aux_4: 0.7032 (0.7085)  loss_vfl_aux_5: 0.7857 (0.8010)  loss_vfl_dn_0: 0.4587 (0.4643)  loss_vfl_dn_1: 0.3989 (0.4018)  loss_vfl_dn_2: 0.3792 (0.3855)  loss_vfl_dn_3: 0.3736 (0.3777)  loss_vfl_dn_4: 0.3714 (0.3750)  loss_vfl_dn_5: 0.3725 (0.3742)  time: 0.4699  data: 0.0146  max mem: 5654
Epoch: [23]  [1700/7393]  eta: 0:46:09  lr: 0.000010  loss: 16.9029 (16.8144)  loss_bbox: 0.1519 (0.1638)  loss_bbox_aux_0: 0.1712 (0.1779)  loss_bbox_aux_1: 0.1536 (0.1696)  loss_bbox_aux_2: 0.1538 (0.1666)  loss_bbox_aux_3: 0.1540 (0.1640)  loss_bbox_aux_4: 0.1517 (0.1639)  loss_bbox_aux_5: 0.2134 (0.2188)  loss_bbox_dn_0: 0.2759 (0.2963)  loss_bbox_dn_1: 0.2081 (0.2268)  loss_bbox_dn_2: 0.2001 (0.2048)  loss_bbox_dn_3: 0.1954 (0.1974)  loss_bbox_dn_4: 0.1929 (0.1958)  loss_bbox_dn_5: 0.1929 (0.1958)  loss_giou: 0.4874 (0.4933)  loss_giou_aux_0: 0.5106 (0.5193)  loss_giou_aux_1: 0.5074 (0.5041)  loss_giou_aux_2: 0.5013 (0.4986)  loss_giou_aux_3: 0.4990 (0.4942)  loss_giou_aux_4: 0.4896 (0.4935)  loss_giou_aux_5: 0.5841 (0.5897)  loss_giou_dn_0: 0.6278 (0.6166)  loss_giou_dn_1: 0.5343 (0.5123)  loss_giou_dn_2: 0.5052 (0.4840)  loss_giou_dn_3: 0.4980 (0.4755)  loss_giou_dn_4: 0.4980 (0.4734)  loss_giou_dn_5: 0.4980 (0.4736)  loss_vfl: 0.7194 (0.7064)  loss_vfl_aux_0: 0.8295 (0.8257)  loss_vfl_aux_1: 0.7669 (0.7695)  loss_vfl_aux_2: 0.7330 (0.7339)  loss_vfl_aux_3: 0.7211 (0.7190)  loss_vfl_aux_4: 0.7159 (0.7095)  loss_vfl_aux_5: 0.8211 (0.8017)  loss_vfl_dn_0: 0.4601 (0.4645)  loss_vfl_dn_1: 0.4034 (0.4019)  loss_vfl_dn_2: 0.3886 (0.3855)  loss_vfl_dn_3: 0.3861 (0.3778)  loss_vfl_dn_4: 0.3814 (0.3751)  loss_vfl_dn_5: 0.3809 (0.3743)  time: 0.4746  data: 0.0142  max mem: 5654
Epoch: [23]  [1800/7393]  eta: 0:45:17  lr: 0.000010  loss: 17.1950 (16.8236)  loss_bbox: 0.1578 (0.1641)  loss_bbox_aux_0: 0.1734 (0.1780)  loss_bbox_aux_1: 0.1638 (0.1698)  loss_bbox_aux_2: 0.1589 (0.1668)  loss_bbox_aux_3: 0.1605 (0.1643)  loss_bbox_aux_4: 0.1571 (0.1642)  loss_bbox_aux_5: 0.2050 (0.2188)  loss_bbox_dn_0: 0.3020 (0.2964)  loss_bbox_dn_1: 0.2281 (0.2269)  loss_bbox_dn_2: 0.2069 (0.2049)  loss_bbox_dn_3: 0.1910 (0.1974)  loss_bbox_dn_4: 0.1895 (0.1959)  loss_bbox_dn_5: 0.1895 (0.1959)  loss_giou: 0.5101 (0.4938)  loss_giou_aux_0: 0.5412 (0.5197)  loss_giou_aux_1: 0.5135 (0.5045)  loss_giou_aux_2: 0.5252 (0.4989)  loss_giou_aux_3: 0.5094 (0.4947)  loss_giou_aux_4: 0.5151 (0.4940)  loss_giou_aux_5: 0.6113 (0.5899)  loss_giou_dn_0: 0.6370 (0.6166)  loss_giou_dn_1: 0.5317 (0.5124)  loss_giou_dn_2: 0.5004 (0.4842)  loss_giou_dn_3: 0.4871 (0.4756)  loss_giou_dn_4: 0.4827 (0.4736)  loss_giou_dn_5: 0.4827 (0.4737)  loss_vfl: 0.7097 (0.7068)  loss_vfl_aux_0: 0.7842 (0.8260)  loss_vfl_aux_1: 0.7535 (0.7698)  loss_vfl_aux_2: 0.7469 (0.7344)  loss_vfl_aux_3: 0.7245 (0.7193)  loss_vfl_aux_4: 0.7173 (0.7100)  loss_vfl_aux_5: 0.7845 (0.8021)  loss_vfl_dn_0: 0.4586 (0.4647)  loss_vfl_dn_1: 0.4003 (0.4021)  loss_vfl_dn_2: 0.3814 (0.3857)  loss_vfl_dn_3: 0.3703 (0.3779)  loss_vfl_dn_4: 0.3694 (0.3753)  loss_vfl_dn_5: 0.3685 (0.3745)  time: 0.4712  data: 0.0148  max mem: 5654
Epoch: [23]  [1900/7393]  eta: 0:44:26  lr: 0.000010  loss: 17.0370 (16.8309)  loss_bbox: 0.1804 (0.1642)  loss_bbox_aux_0: 0.1870 (0.1781)  loss_bbox_aux_1: 0.1878 (0.1698)  loss_bbox_aux_2: 0.1801 (0.1668)  loss_bbox_aux_3: 0.1766 (0.1644)  loss_bbox_aux_4: 0.1812 (0.1642)  loss_bbox_aux_5: 0.2191 (0.2188)  loss_bbox_dn_0: 0.3373 (0.2967)  loss_bbox_dn_1: 0.2477 (0.2272)  loss_bbox_dn_2: 0.2209 (0.2051)  loss_bbox_dn_3: 0.2138 (0.1977)  loss_bbox_dn_4: 0.2113 (0.1962)  loss_bbox_dn_5: 0.2115 (0.1961)  loss_giou: 0.4312 (0.4939)  loss_giou_aux_0: 0.4599 (0.5198)  loss_giou_aux_1: 0.4567 (0.5045)  loss_giou_aux_2: 0.4356 (0.4989)  loss_giou_aux_3: 0.4337 (0.4949)  loss_giou_aux_4: 0.4336 (0.4942)  loss_giou_aux_5: 0.5331 (0.5899)  loss_giou_dn_0: 0.5774 (0.6169)  loss_giou_dn_1: 0.4573 (0.5126)  loss_giou_dn_2: 0.4310 (0.4843)  loss_giou_dn_3: 0.4210 (0.4757)  loss_giou_dn_4: 0.4208 (0.4737)  loss_giou_dn_5: 0.4207 (0.4738)  loss_vfl: 0.6992 (0.7073)  loss_vfl_aux_0: 0.8612 (0.8265)  loss_vfl_aux_1: 0.8024 (0.7704)  loss_vfl_aux_2: 0.7397 (0.7350)  loss_vfl_aux_3: 0.7280 (0.7195)  loss_vfl_aux_4: 0.7057 (0.7103)  loss_vfl_aux_5: 0.8161 (0.8026)  loss_vfl_dn_0: 0.4675 (0.4649)  loss_vfl_dn_1: 0.4019 (0.4022)  loss_vfl_dn_2: 0.3832 (0.3858)  loss_vfl_dn_3: 0.3760 (0.3780)  loss_vfl_dn_4: 0.3700 (0.3754)  loss_vfl_dn_5: 0.3686 (0.3746)  time: 0.4679  data: 0.0137  max mem: 5654
Epoch: [23]  [2000/7393]  eta: 0:43:35  lr: 0.000010  loss: 16.2105 (16.8227)  loss_bbox: 0.1524 (0.1639)  loss_bbox_aux_0: 0.1669 (0.1777)  loss_bbox_aux_1: 0.1595 (0.1694)  loss_bbox_aux_2: 0.1556 (0.1665)  loss_bbox_aux_3: 0.1570 (0.1641)  loss_bbox_aux_4: 0.1536 (0.1640)  loss_bbox_aux_5: 0.2215 (0.2186)  loss_bbox_dn_0: 0.2671 (0.2961)  loss_bbox_dn_1: 0.2087 (0.2267)  loss_bbox_dn_2: 0.1893 (0.2048)  loss_bbox_dn_3: 0.1880 (0.1974)  loss_bbox_dn_4: 0.1870 (0.1958)  loss_bbox_dn_5: 0.1871 (0.1958)  loss_giou: 0.4779 (0.4941)  loss_giou_aux_0: 0.5002 (0.5199)  loss_giou_aux_1: 0.4759 (0.5046)  loss_giou_aux_2: 0.4727 (0.4992)  loss_giou_aux_3: 0.4747 (0.4952)  loss_giou_aux_4: 0.4776 (0.4944)  loss_giou_aux_5: 0.5859 (0.5902)  loss_giou_dn_0: 0.6001 (0.6165)  loss_giou_dn_1: 0.4880 (0.5122)  loss_giou_dn_2: 0.4644 (0.4840)  loss_giou_dn_3: 0.4549 (0.4754)  loss_giou_dn_4: 0.4531 (0.4734)  loss_giou_dn_5: 0.4530 (0.4736)  loss_vfl: 0.6873 (0.7069)  loss_vfl_aux_0: 0.8018 (0.8261)  loss_vfl_aux_1: 0.7389 (0.7700)  loss_vfl_aux_2: 0.7035 (0.7347)  loss_vfl_aux_3: 0.6917 (0.7191)  loss_vfl_aux_4: 0.6906 (0.7100)  loss_vfl_aux_5: 0.7673 (0.8017)  loss_vfl_dn_0: 0.4624 (0.4649)  loss_vfl_dn_1: 0.3931 (0.4022)  loss_vfl_dn_2: 0.3772 (0.3858)  loss_vfl_dn_3: 0.3695 (0.3780)  loss_vfl_dn_4: 0.3673 (0.3754)  loss_vfl_dn_5: 0.3673 (0.3746)  time: 0.4854  data: 0.0140  max mem: 5654
Epoch: [23]  [2100/7393]  eta: 0:42:44  lr: 0.000010  loss: 17.0354 (16.8289)  loss_bbox: 0.1564 (0.1641)  loss_bbox_aux_0: 0.1710 (0.1777)  loss_bbox_aux_1: 0.1618 (0.1695)  loss_bbox_aux_2: 0.1596 (0.1666)  loss_bbox_aux_3: 0.1575 (0.1643)  loss_bbox_aux_4: 0.1568 (0.1641)  loss_bbox_aux_5: 0.2107 (0.2187)  loss_bbox_dn_0: 0.2751 (0.2963)  loss_bbox_dn_1: 0.2141 (0.2269)  loss_bbox_dn_2: 0.1885 (0.2049)  loss_bbox_dn_3: 0.1788 (0.1975)  loss_bbox_dn_4: 0.1786 (0.1960)  loss_bbox_dn_5: 0.1786 (0.1960)  loss_giou: 0.5149 (0.4942)  loss_giou_aux_0: 0.5299 (0.5200)  loss_giou_aux_1: 0.5048 (0.5047)  loss_giou_aux_2: 0.5224 (0.4991)  loss_giou_aux_3: 0.5158 (0.4952)  loss_giou_aux_4: 0.5142 (0.4945)  loss_giou_aux_5: 0.6335 (0.5903)  loss_giou_dn_0: 0.6446 (0.6166)  loss_giou_dn_1: 0.5266 (0.5123)  loss_giou_dn_2: 0.4896 (0.4841)  loss_giou_dn_3: 0.4771 (0.4756)  loss_giou_dn_4: 0.4751 (0.4736)  loss_giou_dn_5: 0.4754 (0.4737)  loss_vfl: 0.7080 (0.7074)  loss_vfl_aux_0: 0.8350 (0.8265)  loss_vfl_aux_1: 0.7827 (0.7703)  loss_vfl_aux_2: 0.7424 (0.7353)  loss_vfl_aux_3: 0.7222 (0.7195)  loss_vfl_aux_4: 0.7051 (0.7103)  loss_vfl_aux_5: 0.8081 (0.8018)  loss_vfl_dn_0: 0.4662 (0.4649)  loss_vfl_dn_1: 0.4139 (0.4022)  loss_vfl_dn_2: 0.3977 (0.3859)  loss_vfl_dn_3: 0.3874 (0.3781)  loss_vfl_dn_4: 0.3853 (0.3754)  loss_vfl_dn_5: 0.3841 (0.3747)  time: 0.4771  data: 0.0134  max mem: 5654
Epoch: [23]  [2200/7393]  eta: 0:41:52  lr: 0.000010  loss: 17.0732 (16.8349)  loss_bbox: 0.1621 (0.1639)  loss_bbox_aux_0: 0.1731 (0.1776)  loss_bbox_aux_1: 0.1561 (0.1693)  loss_bbox_aux_2: 0.1581 (0.1664)  loss_bbox_aux_3: 0.1568 (0.1642)  loss_bbox_aux_4: 0.1560 (0.1640)  loss_bbox_aux_5: 0.2197 (0.2186)  loss_bbox_dn_0: 0.2972 (0.2961)  loss_bbox_dn_1: 0.2206 (0.2267)  loss_bbox_dn_2: 0.1994 (0.2047)  loss_bbox_dn_3: 0.1929 (0.1974)  loss_bbox_dn_4: 0.1898 (0.1959)  loss_bbox_dn_5: 0.1898 (0.1959)  loss_giou: 0.5100 (0.4946)  loss_giou_aux_0: 0.5376 (0.5205)  loss_giou_aux_1: 0.5197 (0.5051)  loss_giou_aux_2: 0.5054 (0.4995)  loss_giou_aux_3: 0.4964 (0.4957)  loss_giou_aux_4: 0.5028 (0.4950)  loss_giou_aux_5: 0.5954 (0.5907)  loss_giou_dn_0: 0.6165 (0.6169)  loss_giou_dn_1: 0.5040 (0.5127)  loss_giou_dn_2: 0.4825 (0.4844)  loss_giou_dn_3: 0.4740 (0.4759)  loss_giou_dn_4: 0.4731 (0.4739)  loss_giou_dn_5: 0.4729 (0.4740)  loss_vfl: 0.7226 (0.7077)  loss_vfl_aux_0: 0.8304 (0.8269)  loss_vfl_aux_1: 0.7982 (0.7707)  loss_vfl_aux_2: 0.7537 (0.7359)  loss_vfl_aux_3: 0.7376 (0.7197)  loss_vfl_aux_4: 0.7440 (0.7106)  loss_vfl_aux_5: 0.8082 (0.8021)  loss_vfl_dn_0: 0.4662 (0.4650)  loss_vfl_dn_1: 0.4089 (0.4023)  loss_vfl_dn_2: 0.3934 (0.3859)  loss_vfl_dn_3: 0.3860 (0.3782)  loss_vfl_dn_4: 0.3843 (0.3755)  loss_vfl_dn_5: 0.3845 (0.3747)  time: 0.4807  data: 0.0149  max mem: 5654
Epoch: [23]  [2300/7393]  eta: 0:41:03  lr: 0.000010  loss: 16.6696 (16.8433)  loss_bbox: 0.1712 (0.1639)  loss_bbox_aux_0: 0.1764 (0.1775)  loss_bbox_aux_1: 0.1796 (0.1692)  loss_bbox_aux_2: 0.1770 (0.1663)  loss_bbox_aux_3: 0.1701 (0.1641)  loss_bbox_aux_4: 0.1710 (0.1640)  loss_bbox_aux_5: 0.2199 (0.2184)  loss_bbox_dn_0: 0.2981 (0.2952)  loss_bbox_dn_1: 0.2289 (0.2261)  loss_bbox_dn_2: 0.1956 (0.2042)  loss_bbox_dn_3: 0.1890 (0.1969)  loss_bbox_dn_4: 0.1875 (0.1954)  loss_bbox_dn_5: 0.1874 (0.1954)  loss_giou: 0.4619 (0.4960)  loss_giou_aux_0: 0.5043 (0.5218)  loss_giou_aux_1: 0.4861 (0.5064)  loss_giou_aux_2: 0.4666 (0.5009)  loss_giou_aux_3: 0.4650 (0.4971)  loss_giou_aux_4: 0.4615 (0.4963)  loss_giou_aux_5: 0.5676 (0.5919)  loss_giou_dn_0: 0.5967 (0.6177)  loss_giou_dn_1: 0.4984 (0.5135)  loss_giou_dn_2: 0.4680 (0.4853)  loss_giou_dn_3: 0.4564 (0.4768)  loss_giou_dn_4: 0.4528 (0.4747)  loss_giou_dn_5: 0.4529 (0.4749)  loss_vfl: 0.6882 (0.7075)  loss_vfl_aux_0: 0.8115 (0.8262)  loss_vfl_aux_1: 0.7470 (0.7705)  loss_vfl_aux_2: 0.7152 (0.7356)  loss_vfl_aux_3: 0.6961 (0.7195)  loss_vfl_aux_4: 0.6902 (0.7103)  loss_vfl_aux_5: 0.8022 (0.8017)  loss_vfl_dn_0: 0.4665 (0.4649)  loss_vfl_dn_1: 0.4074 (0.4024)  loss_vfl_dn_2: 0.3886 (0.3861)  loss_vfl_dn_3: 0.3807 (0.3783)  loss_vfl_dn_4: 0.3775 (0.3756)  loss_vfl_dn_5: 0.3747 (0.3749)  time: 0.4658  data: 0.0144  max mem: 5654
Epoch: [23]  [2400/7393]  eta: 0:40:13  lr: 0.000010  loss: 16.5845 (16.8411)  loss_bbox: 0.1625 (0.1642)  loss_bbox_aux_0: 0.1842 (0.1778)  loss_bbox_aux_1: 0.1657 (0.1695)  loss_bbox_aux_2: 0.1524 (0.1665)  loss_bbox_aux_3: 0.1601 (0.1643)  loss_bbox_aux_4: 0.1624 (0.1642)  loss_bbox_aux_5: 0.2227 (0.2186)  loss_bbox_dn_0: 0.3087 (0.2955)  loss_bbox_dn_1: 0.2315 (0.2262)  loss_bbox_dn_2: 0.2042 (0.2044)  loss_bbox_dn_3: 0.1922 (0.1971)  loss_bbox_dn_4: 0.1929 (0.1956)  loss_bbox_dn_5: 0.1930 (0.1955)  loss_giou: 0.4459 (0.4955)  loss_giou_aux_0: 0.4602 (0.5213)  loss_giou_aux_1: 0.4467 (0.5058)  loss_giou_aux_2: 0.4470 (0.5003)  loss_giou_aux_3: 0.4465 (0.4965)  loss_giou_aux_4: 0.4475 (0.4958)  loss_giou_aux_5: 0.5358 (0.5913)  loss_giou_dn_0: 0.5739 (0.6172)  loss_giou_dn_1: 0.4603 (0.5130)  loss_giou_dn_2: 0.4325 (0.4848)  loss_giou_dn_3: 0.4229 (0.4763)  loss_giou_dn_4: 0.4202 (0.4743)  loss_giou_dn_5: 0.4212 (0.4745)  loss_vfl: 0.7241 (0.7075)  loss_vfl_aux_0: 0.8697 (0.8265)  loss_vfl_aux_1: 0.7826 (0.7707)  loss_vfl_aux_2: 0.7405 (0.7358)  loss_vfl_aux_3: 0.7356 (0.7197)  loss_vfl_aux_4: 0.7232 (0.7104)  loss_vfl_aux_5: 0.8285 (0.8022)  loss_vfl_dn_0: 0.4697 (0.4651)  loss_vfl_dn_1: 0.4024 (0.4025)  loss_vfl_dn_2: 0.3806 (0.3860)  loss_vfl_dn_3: 0.3716 (0.3783)  loss_vfl_dn_4: 0.3690 (0.3756)  loss_vfl_dn_5: 0.3683 (0.3749)  time: 0.4740  data: 0.0136  max mem: 5654
Epoch: [23]  [2500/7393]  eta: 0:39:21  lr: 0.000010  loss: 17.0504 (16.8455)  loss_bbox: 0.1706 (0.1643)  loss_bbox_aux_0: 0.1839 (0.1778)  loss_bbox_aux_1: 0.1699 (0.1696)  loss_bbox_aux_2: 0.1653 (0.1666)  loss_bbox_aux_3: 0.1692 (0.1644)  loss_bbox_aux_4: 0.1630 (0.1643)  loss_bbox_aux_5: 0.2180 (0.2186)  loss_bbox_dn_0: 0.3290 (0.2957)  loss_bbox_dn_1: 0.2448 (0.2264)  loss_bbox_dn_2: 0.2163 (0.2045)  loss_bbox_dn_3: 0.2085 (0.1972)  loss_bbox_dn_4: 0.2087 (0.1957)  loss_bbox_dn_5: 0.2089 (0.1957)  loss_giou: 0.4616 (0.4957)  loss_giou_aux_0: 0.4935 (0.5214)  loss_giou_aux_1: 0.4691 (0.5059)  loss_giou_aux_2: 0.4580 (0.5005)  loss_giou_aux_3: 0.4587 (0.4967)  loss_giou_aux_4: 0.4616 (0.4960)  loss_giou_aux_5: 0.5459 (0.5915)  loss_giou_dn_0: 0.6030 (0.6172)  loss_giou_dn_1: 0.4919 (0.5130)  loss_giou_dn_2: 0.4646 (0.4848)  loss_giou_dn_3: 0.4525 (0.4763)  loss_giou_dn_4: 0.4517 (0.4743)  loss_giou_dn_5: 0.4518 (0.4744)  loss_vfl: 0.6904 (0.7077)  loss_vfl_aux_0: 0.8155 (0.8270)  loss_vfl_aux_1: 0.7772 (0.7713)  loss_vfl_aux_2: 0.7482 (0.7362)  loss_vfl_aux_3: 0.7395 (0.7199)  loss_vfl_aux_4: 0.7011 (0.7106)  loss_vfl_aux_5: 0.7963 (0.8027)  loss_vfl_dn_0: 0.4614 (0.4651)  loss_vfl_dn_1: 0.4054 (0.4024)  loss_vfl_dn_2: 0.3901 (0.3860)  loss_vfl_dn_3: 0.3844 (0.3783)  loss_vfl_dn_4: 0.3825 (0.3756)  loss_vfl_dn_5: 0.3839 (0.3748)  time: 0.4681  data: 0.0144  max mem: 5654
Epoch: [23]  [2600/7393]  eta: 0:38:42  lr: 0.000010  loss: 16.5582 (16.8400)  loss_bbox: 0.1442 (0.1643)  loss_bbox_aux_0: 0.1667 (0.1778)  loss_bbox_aux_1: 0.1521 (0.1695)  loss_bbox_aux_2: 0.1467 (0.1665)  loss_bbox_aux_3: 0.1462 (0.1643)  loss_bbox_aux_4: 0.1432 (0.1642)  loss_bbox_aux_5: 0.2034 (0.2186)  loss_bbox_dn_0: 0.2639 (0.2957)  loss_bbox_dn_1: 0.2080 (0.2263)  loss_bbox_dn_2: 0.1808 (0.2044)  loss_bbox_dn_3: 0.1740 (0.1971)  loss_bbox_dn_4: 0.1732 (0.1956)  loss_bbox_dn_5: 0.1730 (0.1955)  loss_giou: 0.4624 (0.4954)  loss_giou_aux_0: 0.5003 (0.5211)  loss_giou_aux_1: 0.4632 (0.5057)  loss_giou_aux_2: 0.4563 (0.5002)  loss_giou_aux_3: 0.4686 (0.4964)  loss_giou_aux_4: 0.4594 (0.4957)  loss_giou_aux_5: 0.5596 (0.5912)  loss_giou_dn_0: 0.6051 (0.6170)  loss_giou_dn_1: 0.5007 (0.5127)  loss_giou_dn_2: 0.4759 (0.4846)  loss_giou_dn_3: 0.4689 (0.4760)  loss_giou_dn_4: 0.4682 (0.4740)  loss_giou_dn_5: 0.4683 (0.4742)  loss_vfl: 0.6900 (0.7074)  loss_vfl_aux_0: 0.7899 (0.8267)  loss_vfl_aux_1: 0.7514 (0.7710)  loss_vfl_aux_2: 0.7125 (0.7359)  loss_vfl_aux_3: 0.7038 (0.7197)  loss_vfl_aux_4: 0.6951 (0.7104)  loss_vfl_aux_5: 0.7827 (0.8028)  loss_vfl_dn_0: 0.4597 (0.4651)  loss_vfl_dn_1: 0.4038 (0.4024)  loss_vfl_dn_2: 0.3872 (0.3860)  loss_vfl_dn_3: 0.3787 (0.3782)  loss_vfl_dn_4: 0.3757 (0.3756)  loss_vfl_dn_5: 0.3751 (0.3748)  time: 0.7743  data: 0.0142  max mem: 5654
Epoch: [23]  [2700/7393]  eta: 0:37:50  lr: 0.000010  loss: 17.2396 (16.8444)  loss_bbox: 0.1517 (0.1641)  loss_bbox_aux_0: 0.1672 (0.1777)  loss_bbox_aux_1: 0.1631 (0.1694)  loss_bbox_aux_2: 0.1559 (0.1664)  loss_bbox_aux_3: 0.1550 (0.1642)  loss_bbox_aux_4: 0.1546 (0.1641)  loss_bbox_aux_5: 0.2054 (0.2183)  loss_bbox_dn_0: 0.2753 (0.2951)  loss_bbox_dn_1: 0.1995 (0.2258)  loss_bbox_dn_2: 0.1830 (0.2038)  loss_bbox_dn_3: 0.1769 (0.1965)  loss_bbox_dn_4: 0.1771 (0.1950)  loss_bbox_dn_5: 0.1770 (0.1950)  loss_giou: 0.5265 (0.4963)  loss_giou_aux_0: 0.5545 (0.5220)  loss_giou_aux_1: 0.5509 (0.5066)  loss_giou_aux_2: 0.5308 (0.5011)  loss_giou_aux_3: 0.5298 (0.4973)  loss_giou_aux_4: 0.5306 (0.4966)  loss_giou_aux_5: 0.6285 (0.5921)  loss_giou_dn_0: 0.6600 (0.6175)  loss_giou_dn_1: 0.5573 (0.5132)  loss_giou_dn_2: 0.5349 (0.4850)  loss_giou_dn_3: 0.5306 (0.4765)  loss_giou_dn_4: 0.5290 (0.4745)  loss_giou_dn_5: 0.5300 (0.4747)  loss_vfl: 0.7244 (0.7076)  loss_vfl_aux_0: 0.8005 (0.8262)  loss_vfl_aux_1: 0.7575 (0.7708)  loss_vfl_aux_2: 0.7542 (0.7359)  loss_vfl_aux_3: 0.7415 (0.7198)  loss_vfl_aux_4: 0.7279 (0.7106)  loss_vfl_aux_5: 0.7838 (0.8022)  loss_vfl_dn_0: 0.4733 (0.4651)  loss_vfl_dn_1: 0.4051 (0.4024)  loss_vfl_dn_2: 0.3889 (0.3860)  loss_vfl_dn_3: 0.3828 (0.3783)  loss_vfl_dn_4: 0.3834 (0.3756)  loss_vfl_dn_5: 0.3850 (0.3749)  time: 0.4764  data: 0.0138  max mem: 5654
Epoch: [23]  [2800/7393]  eta: 0:37:00  lr: 0.000010  loss: 17.0635 (16.8505)  loss_bbox: 0.1690 (0.1641)  loss_bbox_aux_0: 0.1852 (0.1776)  loss_bbox_aux_1: 0.1800 (0.1694)  loss_bbox_aux_2: 0.1773 (0.1664)  loss_bbox_aux_3: 0.1671 (0.1641)  loss_bbox_aux_4: 0.1692 (0.1641)  loss_bbox_aux_5: 0.2241 (0.2182)  loss_bbox_dn_0: 0.2885 (0.2949)  loss_bbox_dn_1: 0.2298 (0.2256)  loss_bbox_dn_2: 0.2064 (0.2037)  loss_bbox_dn_3: 0.2047 (0.1964)  loss_bbox_dn_4: 0.2014 (0.1949)  loss_bbox_dn_5: 0.2014 (0.1949)  loss_giou: 0.4828 (0.4969)  loss_giou_aux_0: 0.5206 (0.5226)  loss_giou_aux_1: 0.4988 (0.5072)  loss_giou_aux_2: 0.4893 (0.5017)  loss_giou_aux_3: 0.4800 (0.4979)  loss_giou_aux_4: 0.4863 (0.4973)  loss_giou_aux_5: 0.5856 (0.5926)  loss_giou_dn_0: 0.6222 (0.6179)  loss_giou_dn_1: 0.5087 (0.5137)  loss_giou_dn_2: 0.4773 (0.4855)  loss_giou_dn_3: 0.4664 (0.4769)  loss_giou_dn_4: 0.4628 (0.4749)  loss_giou_dn_5: 0.4630 (0.4751)  loss_vfl: 0.7273 (0.7076)  loss_vfl_aux_0: 0.8364 (0.8261)  loss_vfl_aux_1: 0.7843 (0.7709)  loss_vfl_aux_2: 0.7490 (0.7359)  loss_vfl_aux_3: 0.7411 (0.7200)  loss_vfl_aux_4: 0.7287 (0.7105)  loss_vfl_aux_5: 0.8064 (0.8023)  loss_vfl_dn_0: 0.4581 (0.4651)  loss_vfl_dn_1: 0.4000 (0.4025)  loss_vfl_dn_2: 0.3817 (0.3861)  loss_vfl_dn_3: 0.3777 (0.3784)  loss_vfl_dn_4: 0.3749 (0.3757)  loss_vfl_dn_5: 0.3753 (0.3749)  time: 0.4847  data: 0.0141  max mem: 5654
Epoch: [23]  [2900/7393]  eta: 0:36:10  lr: 0.000010  loss: 16.8873 (16.8530)  loss_bbox: 0.1741 (0.1643)  loss_bbox_aux_0: 0.1720 (0.1776)  loss_bbox_aux_1: 0.1691 (0.1693)  loss_bbox_aux_2: 0.1622 (0.1664)  loss_bbox_aux_3: 0.1684 (0.1643)  loss_bbox_aux_4: 0.1708 (0.1643)  loss_bbox_aux_5: 0.2047 (0.2182)  loss_bbox_dn_0: 0.2576 (0.2950)  loss_bbox_dn_1: 0.1936 (0.2258)  loss_bbox_dn_2: 0.1718 (0.2039)  loss_bbox_dn_3: 0.1642 (0.1966)  loss_bbox_dn_4: 0.1653 (0.1951)  loss_bbox_dn_5: 0.1654 (0.1951)  loss_giou: 0.5373 (0.4969)  loss_giou_aux_0: 0.5528 (0.5224)  loss_giou_aux_1: 0.5463 (0.5070)  loss_giou_aux_2: 0.5428 (0.5015)  loss_giou_aux_3: 0.5502 (0.4979)  loss_giou_aux_4: 0.5479 (0.4972)  loss_giou_aux_5: 0.6243 (0.5924)  loss_giou_dn_0: 0.6505 (0.6178)  loss_giou_dn_1: 0.5486 (0.5136)  loss_giou_dn_2: 0.5176 (0.4853)  loss_giou_dn_3: 0.5058 (0.4768)  loss_giou_dn_4: 0.5032 (0.4748)  loss_giou_dn_5: 0.5031 (0.4750)  loss_vfl: 0.6962 (0.7078)  loss_vfl_aux_0: 0.8063 (0.8266)  loss_vfl_aux_1: 0.7615 (0.7715)  loss_vfl_aux_2: 0.7247 (0.7363)  loss_vfl_aux_3: 0.7046 (0.7201)  loss_vfl_aux_4: 0.6951 (0.7107)  loss_vfl_aux_5: 0.7607 (0.8026)  loss_vfl_dn_0: 0.4568 (0.4652)  loss_vfl_dn_1: 0.3997 (0.4025)  loss_vfl_dn_2: 0.3885 (0.3861)  loss_vfl_dn_3: 0.3806 (0.3785)  loss_vfl_dn_4: 0.3787 (0.3758)  loss_vfl_dn_5: 0.3798 (0.3750)  time: 0.4762  data: 0.0142  max mem: 5654
Epoch: [23]  [3000/7393]  eta: 0:35:21  lr: 0.000010  loss: 17.2794 (16.8566)  loss_bbox: 0.1629 (0.1643)  loss_bbox_aux_0: 0.1634 (0.1775)  loss_bbox_aux_1: 0.1623 (0.1692)  loss_bbox_aux_2: 0.1619 (0.1663)  loss_bbox_aux_3: 0.1614 (0.1642)  loss_bbox_aux_4: 0.1640 (0.1643)  loss_bbox_aux_5: 0.2044 (0.2180)  loss_bbox_dn_0: 0.2748 (0.2948)  loss_bbox_dn_1: 0.1992 (0.2256)  loss_bbox_dn_2: 0.1824 (0.2038)  loss_bbox_dn_3: 0.1763 (0.1965)  loss_bbox_dn_4: 0.1776 (0.1950)  loss_bbox_dn_5: 0.1774 (0.1950)  loss_giou: 0.5124 (0.4975)  loss_giou_aux_0: 0.5364 (0.5228)  loss_giou_aux_1: 0.5266 (0.5074)  loss_giou_aux_2: 0.5222 (0.5020)  loss_giou_aux_3: 0.5085 (0.4984)  loss_giou_aux_4: 0.5127 (0.4978)  loss_giou_aux_5: 0.6089 (0.5928)  loss_giou_dn_0: 0.6362 (0.6181)  loss_giou_dn_1: 0.5418 (0.5139)  loss_giou_dn_2: 0.5157 (0.4857)  loss_giou_dn_3: 0.5062 (0.4772)  loss_giou_dn_4: 0.5055 (0.4752)  loss_giou_dn_5: 0.5061 (0.4754)  loss_vfl: 0.6905 (0.7075)  loss_vfl_aux_0: 0.8185 (0.8265)  loss_vfl_aux_1: 0.7673 (0.7714)  loss_vfl_aux_2: 0.7282 (0.7364)  loss_vfl_aux_3: 0.7012 (0.7200)  loss_vfl_aux_4: 0.6865 (0.7105)  loss_vfl_aux_5: 0.7702 (0.8024)  loss_vfl_dn_0: 0.4649 (0.4651)  loss_vfl_dn_1: 0.4077 (0.4025)  loss_vfl_dn_2: 0.3914 (0.3862)  loss_vfl_dn_3: 0.3852 (0.3785)  loss_vfl_dn_4: 0.3793 (0.3758)  loss_vfl_dn_5: 0.3784 (0.3751)  time: 0.4833  data: 0.0143  max mem: 5654
Epoch: [23]  [3100/7393]  eta: 0:34:32  lr: 0.000010  loss: 16.6238 (16.8473)  loss_bbox: 0.1433 (0.1642)  loss_bbox_aux_0: 0.1611 (0.1773)  loss_bbox_aux_1: 0.1495 (0.1691)  loss_bbox_aux_2: 0.1473 (0.1662)  loss_bbox_aux_3: 0.1429 (0.1641)  loss_bbox_aux_4: 0.1437 (0.1642)  loss_bbox_aux_5: 0.1998 (0.2179)  loss_bbox_dn_0: 0.2685 (0.2947)  loss_bbox_dn_1: 0.1836 (0.2256)  loss_bbox_dn_2: 0.1631 (0.2037)  loss_bbox_dn_3: 0.1576 (0.1964)  loss_bbox_dn_4: 0.1553 (0.1949)  loss_bbox_dn_5: 0.1554 (0.1949)  loss_giou: 0.4628 (0.4972)  loss_giou_aux_0: 0.4886 (0.5224)  loss_giou_aux_1: 0.4762 (0.5071)  loss_giou_aux_2: 0.4657 (0.5016)  loss_giou_aux_3: 0.4633 (0.4980)  loss_giou_aux_4: 0.4722 (0.4975)  loss_giou_aux_5: 0.5701 (0.5924)  loss_giou_dn_0: 0.5943 (0.6177)  loss_giou_dn_1: 0.4986 (0.5136)  loss_giou_dn_2: 0.4669 (0.4854)  loss_giou_dn_3: 0.4536 (0.4769)  loss_giou_dn_4: 0.4505 (0.4748)  loss_giou_dn_5: 0.4506 (0.4750)  loss_vfl: 0.6565 (0.7069)  loss_vfl_aux_0: 0.7863 (0.8264)  loss_vfl_aux_1: 0.7316 (0.7709)  loss_vfl_aux_2: 0.6991 (0.7360)  loss_vfl_aux_3: 0.6692 (0.7194)  loss_vfl_aux_4: 0.6525 (0.7099)  loss_vfl_aux_5: 0.7475 (0.8020)  loss_vfl_dn_0: 0.4631 (0.4650)  loss_vfl_dn_1: 0.4000 (0.4024)  loss_vfl_dn_2: 0.3848 (0.3860)  loss_vfl_dn_3: 0.3795 (0.3784)  loss_vfl_dn_4: 0.3754 (0.3757)  loss_vfl_dn_5: 0.3742 (0.3750)  time: 0.4737  data: 0.0144  max mem: 5654
Epoch: [23]  [3200/7393]  eta: 0:33:42  lr: 0.000010  loss: 16.9578 (16.8431)  loss_bbox: 0.1386 (0.1642)  loss_bbox_aux_0: 0.1524 (0.1772)  loss_bbox_aux_1: 0.1429 (0.1690)  loss_bbox_aux_2: 0.1397 (0.1661)  loss_bbox_aux_3: 0.1397 (0.1641)  loss_bbox_aux_4: 0.1388 (0.1641)  loss_bbox_aux_5: 0.1891 (0.2178)  loss_bbox_dn_0: 0.2331 (0.2945)  loss_bbox_dn_1: 0.1794 (0.2254)  loss_bbox_dn_2: 0.1600 (0.2035)  loss_bbox_dn_3: 0.1516 (0.1963)  loss_bbox_dn_4: 0.1528 (0.1948)  loss_bbox_dn_5: 0.1528 (0.1948)  loss_giou: 0.5357 (0.4972)  loss_giou_aux_0: 0.5619 (0.5223)  loss_giou_aux_1: 0.5478 (0.5069)  loss_giou_aux_2: 0.5406 (0.5015)  loss_giou_aux_3: 0.5400 (0.4981)  loss_giou_aux_4: 0.5340 (0.4976)  loss_giou_aux_5: 0.6508 (0.5924)  loss_giou_dn_0: 0.6399 (0.6177)  loss_giou_dn_1: 0.5209 (0.5136)  loss_giou_dn_2: 0.4937 (0.4853)  loss_giou_dn_3: 0.4877 (0.4768)  loss_giou_dn_4: 0.4865 (0.4748)  loss_giou_dn_5: 0.4867 (0.4750)  loss_vfl: 0.6747 (0.7065)  loss_vfl_aux_0: 0.7701 (0.8262)  loss_vfl_aux_1: 0.7307 (0.7708)  loss_vfl_aux_2: 0.7133 (0.7358)  loss_vfl_aux_3: 0.6931 (0.7191)  loss_vfl_aux_4: 0.6830 (0.7095)  loss_vfl_aux_5: 0.7339 (0.8016)  loss_vfl_dn_0: 0.4673 (0.4650)  loss_vfl_dn_1: 0.4080 (0.4024)  loss_vfl_dn_2: 0.3934 (0.3860)  loss_vfl_dn_3: 0.3863 (0.3784)  loss_vfl_dn_4: 0.3861 (0.3757)  loss_vfl_dn_5: 0.3849 (0.3749)  time: 0.4678  data: 0.0138  max mem: 5654
Epoch: [23]  [3300/7393]  eta: 0:33:00  lr: 0.000010  loss: 16.4726 (16.8403)  loss_bbox: 0.1571 (0.1642)  loss_bbox_aux_0: 0.1680 (0.1771)  loss_bbox_aux_1: 0.1582 (0.1689)  loss_bbox_aux_2: 0.1567 (0.1661)  loss_bbox_aux_3: 0.1525 (0.1641)  loss_bbox_aux_4: 0.1610 (0.1642)  loss_bbox_aux_5: 0.2039 (0.2180)  loss_bbox_dn_0: 0.2894 (0.2947)  loss_bbox_dn_1: 0.2136 (0.2256)  loss_bbox_dn_2: 0.1947 (0.2037)  loss_bbox_dn_3: 0.1879 (0.1964)  loss_bbox_dn_4: 0.1851 (0.1949)  loss_bbox_dn_5: 0.1851 (0.1949)  loss_giou: 0.4591 (0.4969)  loss_giou_aux_0: 0.4706 (0.5219)  loss_giou_aux_1: 0.4640 (0.5065)  loss_giou_aux_2: 0.4552 (0.5011)  loss_giou_aux_3: 0.4554 (0.4977)  loss_giou_aux_4: 0.4566 (0.4972)  loss_giou_aux_5: 0.5290 (0.5921)  loss_giou_dn_0: 0.5893 (0.6174)  loss_giou_dn_1: 0.4771 (0.5133)  loss_giou_dn_2: 0.4477 (0.4850)  loss_giou_dn_3: 0.4367 (0.4765)  loss_giou_dn_4: 0.4339 (0.4745)  loss_giou_dn_5: 0.4342 (0.4747)  loss_vfl: 0.7073 (0.7065)  loss_vfl_aux_0: 0.8059 (0.8263)  loss_vfl_aux_1: 0.7827 (0.7711)  loss_vfl_aux_2: 0.7353 (0.7361)  loss_vfl_aux_3: 0.7291 (0.7191)  loss_vfl_aux_4: 0.7148 (0.7095)  loss_vfl_aux_5: 0.8030 (0.8017)  loss_vfl_dn_0: 0.4650 (0.4650)  loss_vfl_dn_1: 0.4116 (0.4024)  loss_vfl_dn_2: 0.3881 (0.3860)  loss_vfl_dn_3: 0.3810 (0.3784)  loss_vfl_dn_4: 0.3789 (0.3757)  loss_vfl_dn_5: 0.3776 (0.3749)  time: 0.7903  data: 0.0140  max mem: 5654
Epoch: [23]  [3400/7393]  eta: 0:32:10  lr: 0.000010  loss: 16.8813 (16.8416)  loss_bbox: 0.1615 (0.1643)  loss_bbox_aux_0: 0.1695 (0.1771)  loss_bbox_aux_1: 0.1736 (0.1689)  loss_bbox_aux_2: 0.1737 (0.1661)  loss_bbox_aux_3: 0.1642 (0.1642)  loss_bbox_aux_4: 0.1611 (0.1642)  loss_bbox_aux_5: 0.1975 (0.2180)  loss_bbox_dn_0: 0.2846 (0.2946)  loss_bbox_dn_1: 0.2101 (0.2255)  loss_bbox_dn_2: 0.1779 (0.2035)  loss_bbox_dn_3: 0.1718 (0.1963)  loss_bbox_dn_4: 0.1743 (0.1948)  loss_bbox_dn_5: 0.1745 (0.1948)  loss_giou: 0.4603 (0.4972)  loss_giou_aux_0: 0.4955 (0.5221)  loss_giou_aux_1: 0.4572 (0.5067)  loss_giou_aux_2: 0.4597 (0.5012)  loss_giou_aux_3: 0.4576 (0.4980)  loss_giou_aux_4: 0.4688 (0.4975)  loss_giou_aux_5: 0.5603 (0.5923)  loss_giou_dn_0: 0.6023 (0.6176)  loss_giou_dn_1: 0.5026 (0.5134)  loss_giou_dn_2: 0.4667 (0.4851)  loss_giou_dn_3: 0.4577 (0.4766)  loss_giou_dn_4: 0.4555 (0.4746)  loss_giou_dn_5: 0.4553 (0.4747)  loss_vfl: 0.6897 (0.7064)  loss_vfl_aux_0: 0.7776 (0.8260)  loss_vfl_aux_1: 0.7388 (0.7709)  loss_vfl_aux_2: 0.7229 (0.7361)  loss_vfl_aux_3: 0.7058 (0.7191)  loss_vfl_aux_4: 0.6956 (0.7094)  loss_vfl_aux_5: 0.7928 (0.8016)  loss_vfl_dn_0: 0.4654 (0.4650)  loss_vfl_dn_1: 0.3979 (0.4024)  loss_vfl_dn_2: 0.3828 (0.3861)  loss_vfl_dn_3: 0.3736 (0.3785)  loss_vfl_dn_4: 0.3701 (0.3757)  loss_vfl_dn_5: 0.3694 (0.3750)  time: 0.4724  data: 0.0140  max mem: 5654
Epoch: [23]  [3500/7393]  eta: 0:31:21  lr: 0.000010  loss: 16.8534 (16.8458)  loss_bbox: 0.1632 (0.1644)  loss_bbox_aux_0: 0.1818 (0.1772)  loss_bbox_aux_1: 0.1683 (0.1690)  loss_bbox_aux_2: 0.1663 (0.1662)  loss_bbox_aux_3: 0.1667 (0.1643)  loss_bbox_aux_4: 0.1705 (0.1644)  loss_bbox_aux_5: 0.2217 (0.2181)  loss_bbox_dn_0: 0.2727 (0.2948)  loss_bbox_dn_1: 0.2069 (0.2256)  loss_bbox_dn_2: 0.1852 (0.2036)  loss_bbox_dn_3: 0.1814 (0.1964)  loss_bbox_dn_4: 0.1806 (0.1949)  loss_bbox_dn_5: 0.1807 (0.1949)  loss_giou: 0.5023 (0.4975)  loss_giou_aux_0: 0.5341 (0.5223)  loss_giou_aux_1: 0.5162 (0.5070)  loss_giou_aux_2: 0.5063 (0.5016)  loss_giou_aux_3: 0.5065 (0.4983)  loss_giou_aux_4: 0.5046 (0.4978)  loss_giou_aux_5: 0.6097 (0.5925)  loss_giou_dn_0: 0.6327 (0.6177)  loss_giou_dn_1: 0.5407 (0.5136)  loss_giou_dn_2: 0.5089 (0.4853)  loss_giou_dn_3: 0.4960 (0.4768)  loss_giou_dn_4: 0.4924 (0.4748)  loss_giou_dn_5: 0.4929 (0.4750)  loss_vfl: 0.6718 (0.7062)  loss_vfl_aux_0: 0.8196 (0.8259)  loss_vfl_aux_1: 0.7519 (0.7707)  loss_vfl_aux_2: 0.7162 (0.7360)  loss_vfl_aux_3: 0.7077 (0.7189)  loss_vfl_aux_4: 0.6822 (0.7092)  loss_vfl_aux_5: 0.7750 (0.8015)  loss_vfl_dn_0: 0.4660 (0.4651)  loss_vfl_dn_1: 0.4017 (0.4026)  loss_vfl_dn_2: 0.3888 (0.3862)  loss_vfl_dn_3: 0.3827 (0.3786)  loss_vfl_dn_4: 0.3788 (0.3759)  loss_vfl_dn_5: 0.3768 (0.3751)  time: 0.4759  data: 0.0145  max mem: 5654
Epoch: [23]  [3600/7393]  eta: 0:30:31  lr: 0.000010  loss: 16.9882 (16.8487)  loss_bbox: 0.1469 (0.1645)  loss_bbox_aux_0: 0.1623 (0.1771)  loss_bbox_aux_1: 0.1440 (0.1690)  loss_bbox_aux_2: 0.1486 (0.1663)  loss_bbox_aux_3: 0.1488 (0.1644)  loss_bbox_aux_4: 0.1467 (0.1644)  loss_bbox_aux_5: 0.2005 (0.2180)  loss_bbox_dn_0: 0.2881 (0.2949)  loss_bbox_dn_1: 0.2204 (0.2258)  loss_bbox_dn_2: 0.1939 (0.2038)  loss_bbox_dn_3: 0.1891 (0.1966)  loss_bbox_dn_4: 0.1895 (0.1951)  loss_bbox_dn_5: 0.1894 (0.1950)  loss_giou: 0.4868 (0.4976)  loss_giou_aux_0: 0.5329 (0.5223)  loss_giou_aux_1: 0.5041 (0.5071)  loss_giou_aux_2: 0.4927 (0.5017)  loss_giou_aux_3: 0.4859 (0.4985)  loss_giou_aux_4: 0.4950 (0.4979)  loss_giou_aux_5: 0.5948 (0.5925)  loss_giou_dn_0: 0.6247 (0.6178)  loss_giou_dn_1: 0.5061 (0.5137)  loss_giou_dn_2: 0.4830 (0.4854)  loss_giou_dn_3: 0.4763 (0.4769)  loss_giou_dn_4: 0.4774 (0.4749)  loss_giou_dn_5: 0.4773 (0.4751)  loss_vfl: 0.7055 (0.7062)  loss_vfl_aux_0: 0.8151 (0.8261)  loss_vfl_aux_1: 0.7647 (0.7708)  loss_vfl_aux_2: 0.7304 (0.7359)  loss_vfl_aux_3: 0.7018 (0.7188)  loss_vfl_aux_4: 0.7054 (0.7093)  loss_vfl_aux_5: 0.8112 (0.8015)  loss_vfl_dn_0: 0.4663 (0.4651)  loss_vfl_dn_1: 0.4050 (0.4026)  loss_vfl_dn_2: 0.3896 (0.3863)  loss_vfl_dn_3: 0.3832 (0.3787)  loss_vfl_dn_4: 0.3821 (0.3759)  loss_vfl_dn_5: 0.3812 (0.3752)  time: 0.4739  data: 0.0145  max mem: 5654
Epoch: [23]  [3700/7393]  eta: 0:29:48  lr: 0.000010  loss: 16.6921 (16.8437)  loss_bbox: 0.1570 (0.1645)  loss_bbox_aux_0: 0.1684 (0.1772)  loss_bbox_aux_1: 0.1627 (0.1691)  loss_bbox_aux_2: 0.1545 (0.1663)  loss_bbox_aux_3: 0.1579 (0.1644)  loss_bbox_aux_4: 0.1583 (0.1645)  loss_bbox_aux_5: 0.2122 (0.2181)  loss_bbox_dn_0: 0.2765 (0.2951)  loss_bbox_dn_1: 0.2043 (0.2259)  loss_bbox_dn_2: 0.1878 (0.2039)  loss_bbox_dn_3: 0.1831 (0.1967)  loss_bbox_dn_4: 0.1828 (0.1952)  loss_bbox_dn_5: 0.1830 (0.1952)  loss_giou: 0.4538 (0.4972)  loss_giou_aux_0: 0.4817 (0.5219)  loss_giou_aux_1: 0.4707 (0.5067)  loss_giou_aux_2: 0.4629 (0.5012)  loss_giou_aux_3: 0.4595 (0.4980)  loss_giou_aux_4: 0.4617 (0.4975)  loss_giou_aux_5: 0.5592 (0.5921)  loss_giou_dn_0: 0.5875 (0.6177)  loss_giou_dn_1: 0.4848 (0.5135)  loss_giou_dn_2: 0.4626 (0.4852)  loss_giou_dn_3: 0.4536 (0.4767)  loss_giou_dn_4: 0.4530 (0.4747)  loss_giou_dn_5: 0.4522 (0.4748)  loss_vfl: 0.6874 (0.7060)  loss_vfl_aux_0: 0.8167 (0.8260)  loss_vfl_aux_1: 0.7757 (0.7707)  loss_vfl_aux_2: 0.7345 (0.7358)  loss_vfl_aux_3: 0.7004 (0.7184)  loss_vfl_aux_4: 0.6883 (0.7090)  loss_vfl_aux_5: 0.7757 (0.8013)  loss_vfl_dn_0: 0.4579 (0.4650)  loss_vfl_dn_1: 0.3951 (0.4026)  loss_vfl_dn_2: 0.3802 (0.3862)  loss_vfl_dn_3: 0.3696 (0.3786)  loss_vfl_dn_4: 0.3665 (0.3758)  loss_vfl_dn_5: 0.3650 (0.3751)  time: 0.4822  data: 0.0140  max mem: 5654
Epoch: [23]  [3800/7393]  eta: 0:28:58  lr: 0.000010  loss: 17.4080 (16.8453)  loss_bbox: 0.1656 (0.1644)  loss_bbox_aux_0: 0.1897 (0.1771)  loss_bbox_aux_1: 0.1806 (0.1690)  loss_bbox_aux_2: 0.1715 (0.1663)  loss_bbox_aux_3: 0.1729 (0.1643)  loss_bbox_aux_4: 0.1745 (0.1643)  loss_bbox_aux_5: 0.2244 (0.2179)  loss_bbox_dn_0: 0.2948 (0.2948)  loss_bbox_dn_1: 0.2303 (0.2257)  loss_bbox_dn_2: 0.2123 (0.2038)  loss_bbox_dn_3: 0.2052 (0.1966)  loss_bbox_dn_4: 0.2039 (0.1951)  loss_bbox_dn_5: 0.2037 (0.1951)  loss_giou: 0.5297 (0.4977)  loss_giou_aux_0: 0.5455 (0.5226)  loss_giou_aux_1: 0.5324 (0.5072)  loss_giou_aux_2: 0.5337 (0.5018)  loss_giou_aux_3: 0.5311 (0.4986)  loss_giou_aux_4: 0.5313 (0.4980)  loss_giou_aux_5: 0.6142 (0.5926)  loss_giou_dn_0: 0.6148 (0.6179)  loss_giou_dn_1: 0.5227 (0.5138)  loss_giou_dn_2: 0.4923 (0.4855)  loss_giou_dn_3: 0.4873 (0.4770)  loss_giou_dn_4: 0.4865 (0.4750)  loss_giou_dn_5: 0.4868 (0.4752)  loss_vfl: 0.6758 (0.7057)  loss_vfl_aux_0: 0.7855 (0.8254)  loss_vfl_aux_1: 0.7195 (0.7701)  loss_vfl_aux_2: 0.6941 (0.7354)  loss_vfl_aux_3: 0.6901 (0.7180)  loss_vfl_aux_4: 0.6823 (0.7088)  loss_vfl_aux_5: 0.7831 (0.8009)  loss_vfl_dn_0: 0.4556 (0.4650)  loss_vfl_dn_1: 0.4037 (0.4026)  loss_vfl_dn_2: 0.3906 (0.3862)  loss_vfl_dn_3: 0.3842 (0.3787)  loss_vfl_dn_4: 0.3818 (0.3759)  loss_vfl_dn_5: 0.3813 (0.3751)  time: 0.4771  data: 0.0144  max mem: 5654
Epoch: [23]  [3900/7393]  eta: 0:28:15  lr: 0.000010  loss: 16.1780 (16.8443)  loss_bbox: 0.1577 (0.1645)  loss_bbox_aux_0: 0.1647 (0.1772)  loss_bbox_aux_1: 0.1586 (0.1691)  loss_bbox_aux_2: 0.1520 (0.1663)  loss_bbox_aux_3: 0.1510 (0.1644)  loss_bbox_aux_4: 0.1490 (0.1644)  loss_bbox_aux_5: 0.2042 (0.2180)  loss_bbox_dn_0: 0.2765 (0.2949)  loss_bbox_dn_1: 0.2098 (0.2258)  loss_bbox_dn_2: 0.1900 (0.2039)  loss_bbox_dn_3: 0.1827 (0.1967)  loss_bbox_dn_4: 0.1831 (0.1952)  loss_bbox_dn_5: 0.1829 (0.1952)  loss_giou: 0.4828 (0.4976)  loss_giou_aux_0: 0.4996 (0.5224)  loss_giou_aux_1: 0.4851 (0.5070)  loss_giou_aux_2: 0.4825 (0.5016)  loss_giou_aux_3: 0.4808 (0.4984)  loss_giou_aux_4: 0.4834 (0.4979)  loss_giou_aux_5: 0.5548 (0.5924)  loss_giou_dn_0: 0.5929 (0.6178)  loss_giou_dn_1: 0.4863 (0.5137)  loss_giou_dn_2: 0.4597 (0.4854)  loss_giou_dn_3: 0.4503 (0.4769)  loss_giou_dn_4: 0.4490 (0.4749)  loss_giou_dn_5: 0.4492 (0.4750)  loss_vfl: 0.6635 (0.7056)  loss_vfl_aux_0: 0.7889 (0.8255)  loss_vfl_aux_1: 0.7187 (0.7701)  loss_vfl_aux_2: 0.6967 (0.7353)  loss_vfl_aux_3: 0.6869 (0.7179)  loss_vfl_aux_4: 0.6732 (0.7087)  loss_vfl_aux_5: 0.7891 (0.8011)  loss_vfl_dn_0: 0.4665 (0.4651)  loss_vfl_dn_1: 0.3994 (0.4026)  loss_vfl_dn_2: 0.3814 (0.3862)  loss_vfl_dn_3: 0.3735 (0.3787)  loss_vfl_dn_4: 0.3715 (0.3759)  loss_vfl_dn_5: 0.3705 (0.3751)  time: 0.4758  data: 0.0141  max mem: 5654
Epoch: [23]  [4000/7393]  eta: 0:27:25  lr: 0.000010  loss: 16.9568 (16.8430)  loss_bbox: 0.1546 (0.1644)  loss_bbox_aux_0: 0.1629 (0.1772)  loss_bbox_aux_1: 0.1574 (0.1690)  loss_bbox_aux_2: 0.1532 (0.1663)  loss_bbox_aux_3: 0.1534 (0.1643)  loss_bbox_aux_4: 0.1549 (0.1644)  loss_bbox_aux_5: 0.1912 (0.2179)  loss_bbox_dn_0: 0.2569 (0.2946)  loss_bbox_dn_1: 0.1902 (0.2256)  loss_bbox_dn_2: 0.1711 (0.2037)  loss_bbox_dn_3: 0.1674 (0.1965)  loss_bbox_dn_4: 0.1676 (0.1950)  loss_bbox_dn_5: 0.1676 (0.1950)  loss_giou: 0.5081 (0.4977)  loss_giou_aux_0: 0.5437 (0.5225)  loss_giou_aux_1: 0.5285 (0.5071)  loss_giou_aux_2: 0.5110 (0.5018)  loss_giou_aux_3: 0.5125 (0.4985)  loss_giou_aux_4: 0.5105 (0.4980)  loss_giou_aux_5: 0.6201 (0.5925)  loss_giou_dn_0: 0.6338 (0.6178)  loss_giou_dn_1: 0.5248 (0.5136)  loss_giou_dn_2: 0.4988 (0.4853)  loss_giou_dn_3: 0.4909 (0.4768)  loss_giou_dn_4: 0.4894 (0.4748)  loss_giou_dn_5: 0.4894 (0.4750)  loss_vfl: 0.7111 (0.7057)  loss_vfl_aux_0: 0.8290 (0.8253)  loss_vfl_aux_1: 0.7754 (0.7702)  loss_vfl_aux_2: 0.7419 (0.7352)  loss_vfl_aux_3: 0.7083 (0.7180)  loss_vfl_aux_4: 0.7093 (0.7087)  loss_vfl_aux_5: 0.7964 (0.8008)  loss_vfl_dn_0: 0.4689 (0.4651)  loss_vfl_dn_1: 0.4095 (0.4026)  loss_vfl_dn_2: 0.3931 (0.3863)  loss_vfl_dn_3: 0.3811 (0.3787)  loss_vfl_dn_4: 0.3767 (0.3760)  loss_vfl_dn_5: 0.3781 (0.3752)  time: 0.4754  data: 0.0139  max mem: 5654
Epoch: [23]  [4100/7393]  eta: 0:26:36  lr: 0.000010  loss: 16.1979 (16.8444)  loss_bbox: 0.1702 (0.1644)  loss_bbox_aux_0: 0.1846 (0.1772)  loss_bbox_aux_1: 0.1795 (0.1691)  loss_bbox_aux_2: 0.1782 (0.1663)  loss_bbox_aux_3: 0.1724 (0.1644)  loss_bbox_aux_4: 0.1702 (0.1644)  loss_bbox_aux_5: 0.2340 (0.2180)  loss_bbox_dn_0: 0.3062 (0.2948)  loss_bbox_dn_1: 0.2285 (0.2256)  loss_bbox_dn_2: 0.2099 (0.2038)  loss_bbox_dn_3: 0.2046 (0.1966)  loss_bbox_dn_4: 0.2043 (0.1951)  loss_bbox_dn_5: 0.2043 (0.1950)  loss_giou: 0.4403 (0.4978)  loss_giou_aux_0: 0.4712 (0.5226)  loss_giou_aux_1: 0.4586 (0.5073)  loss_giou_aux_2: 0.4499 (0.5019)  loss_giou_aux_3: 0.4416 (0.4987)  loss_giou_aux_4: 0.4394 (0.4981)  loss_giou_aux_5: 0.5385 (0.5926)  loss_giou_dn_0: 0.5857 (0.6179)  loss_giou_dn_1: 0.4834 (0.5136)  loss_giou_dn_2: 0.4598 (0.4854)  loss_giou_dn_3: 0.4477 (0.4769)  loss_giou_dn_4: 0.4469 (0.4749)  loss_giou_dn_5: 0.4473 (0.4751)  loss_vfl: 0.6712 (0.7055)  loss_vfl_aux_0: 0.8180 (0.8254)  loss_vfl_aux_1: 0.7487 (0.7701)  loss_vfl_aux_2: 0.6831 (0.7350)  loss_vfl_aux_3: 0.6935 (0.7177)  loss_vfl_aux_4: 0.6804 (0.7085)  loss_vfl_aux_5: 0.7931 (0.8010)  loss_vfl_dn_0: 0.4650 (0.4652)  loss_vfl_dn_1: 0.3973 (0.4026)  loss_vfl_dn_2: 0.3752 (0.3863)  loss_vfl_dn_3: 0.3684 (0.3787)  loss_vfl_dn_4: 0.3631 (0.3759)  loss_vfl_dn_5: 0.3630 (0.3752)  time: 0.4701  data: 0.0138  max mem: 5654
Epoch: [23]  [4200/7393]  eta: 0:25:46  lr: 0.000010  loss: 17.2683 (16.8483)  loss_bbox: 0.1654 (0.1646)  loss_bbox_aux_0: 0.1759 (0.1773)  loss_bbox_aux_1: 0.1647 (0.1692)  loss_bbox_aux_2: 0.1641 (0.1665)  loss_bbox_aux_3: 0.1632 (0.1645)  loss_bbox_aux_4: 0.1627 (0.1645)  loss_bbox_aux_5: 0.2140 (0.2181)  loss_bbox_dn_0: 0.3175 (0.2949)  loss_bbox_dn_1: 0.2427 (0.2257)  loss_bbox_dn_2: 0.2132 (0.2039)  loss_bbox_dn_3: 0.2040 (0.1967)  loss_bbox_dn_4: 0.2009 (0.1952)  loss_bbox_dn_5: 0.2031 (0.1952)  loss_giou: 0.4789 (0.4980)  loss_giou_aux_0: 0.5149 (0.5228)  loss_giou_aux_1: 0.4787 (0.5076)  loss_giou_aux_2: 0.4861 (0.5022)  loss_giou_aux_3: 0.4842 (0.4990)  loss_giou_aux_4: 0.4792 (0.4984)  loss_giou_aux_5: 0.5913 (0.5930)  loss_giou_dn_0: 0.6208 (0.6180)  loss_giou_dn_1: 0.5096 (0.5138)  loss_giou_dn_2: 0.4895 (0.4855)  loss_giou_dn_3: 0.4818 (0.4770)  loss_giou_dn_4: 0.4793 (0.4750)  loss_giou_dn_5: 0.4800 (0.4752)  loss_vfl: 0.6913 (0.7053)  loss_vfl_aux_0: 0.8257 (0.8254)  loss_vfl_aux_1: 0.7528 (0.7699)  loss_vfl_aux_2: 0.7248 (0.7348)  loss_vfl_aux_3: 0.7012 (0.7175)  loss_vfl_aux_4: 0.7087 (0.7084)  loss_vfl_aux_5: 0.8043 (0.8010)  loss_vfl_dn_0: 0.4666 (0.4652)  loss_vfl_dn_1: 0.4130 (0.4027)  loss_vfl_dn_2: 0.3934 (0.3863)  loss_vfl_dn_3: 0.3843 (0.3788)  loss_vfl_dn_4: 0.3817 (0.3760)  loss_vfl_dn_5: 0.3822 (0.3752)  time: 0.4863  data: 0.0140  max mem: 5654
Epoch: [23]  [4300/7393]  eta: 0:24:57  lr: 0.000010  loss: 16.4112 (16.8464)  loss_bbox: 0.1428 (0.1645)  loss_bbox_aux_0: 0.1582 (0.1771)  loss_bbox_aux_1: 0.1524 (0.1691)  loss_bbox_aux_2: 0.1459 (0.1664)  loss_bbox_aux_3: 0.1460 (0.1645)  loss_bbox_aux_4: 0.1451 (0.1644)  loss_bbox_aux_5: 0.2086 (0.2180)  loss_bbox_dn_0: 0.2865 (0.2948)  loss_bbox_dn_1: 0.2119 (0.2256)  loss_bbox_dn_2: 0.1884 (0.2038)  loss_bbox_dn_3: 0.1779 (0.1965)  loss_bbox_dn_4: 0.1756 (0.1950)  loss_bbox_dn_5: 0.1757 (0.1950)  loss_giou: 0.4599 (0.4980)  loss_giou_aux_0: 0.4761 (0.5227)  loss_giou_aux_1: 0.4460 (0.5075)  loss_giou_aux_2: 0.4473 (0.5021)  loss_giou_aux_3: 0.4472 (0.4990)  loss_giou_aux_4: 0.4549 (0.4983)  loss_giou_aux_5: 0.5555 (0.5930)  loss_giou_dn_0: 0.5915 (0.6179)  loss_giou_dn_1: 0.4946 (0.5137)  loss_giou_dn_2: 0.4680 (0.4855)  loss_giou_dn_3: 0.4609 (0.4770)  loss_giou_dn_4: 0.4592 (0.4750)  loss_giou_dn_5: 0.4590 (0.4752)  loss_vfl: 0.6796 (0.7052)  loss_vfl_aux_0: 0.8272 (0.8255)  loss_vfl_aux_1: 0.7518 (0.7699)  loss_vfl_aux_2: 0.7404 (0.7349)  loss_vfl_aux_3: 0.7016 (0.7174)  loss_vfl_aux_4: 0.6892 (0.7083)  loss_vfl_aux_5: 0.8273 (0.8010)  loss_vfl_dn_0: 0.4664 (0.4652)  loss_vfl_dn_1: 0.3915 (0.4027)  loss_vfl_dn_2: 0.3783 (0.3863)  loss_vfl_dn_3: 0.3720 (0.3788)  loss_vfl_dn_4: 0.3697 (0.3760)  loss_vfl_dn_5: 0.3686 (0.3752)  time: 0.4699  data: 0.0138  max mem: 5654
Epoch: [23]  [4400/7393]  eta: 0:24:08  lr: 0.000010  loss: 16.7697 (16.8488)  loss_bbox: 0.1634 (0.1646)  loss_bbox_aux_0: 0.1701 (0.1771)  loss_bbox_aux_1: 0.1629 (0.1692)  loss_bbox_aux_2: 0.1559 (0.1664)  loss_bbox_aux_3: 0.1605 (0.1646)  loss_bbox_aux_4: 0.1638 (0.1645)  loss_bbox_aux_5: 0.1941 (0.2180)  loss_bbox_dn_0: 0.2734 (0.2948)  loss_bbox_dn_1: 0.2115 (0.2257)  loss_bbox_dn_2: 0.1937 (0.2039)  loss_bbox_dn_3: 0.1912 (0.1967)  loss_bbox_dn_4: 0.1931 (0.1952)  loss_bbox_dn_5: 0.1927 (0.1952)  loss_giou: 0.5208 (0.4981)  loss_giou_aux_0: 0.5509 (0.5227)  loss_giou_aux_1: 0.5334 (0.5076)  loss_giou_aux_2: 0.5466 (0.5021)  loss_giou_aux_3: 0.5224 (0.4990)  loss_giou_aux_4: 0.5205 (0.4984)  loss_giou_aux_5: 0.6147 (0.5931)  loss_giou_dn_0: 0.6271 (0.6180)  loss_giou_dn_1: 0.5309 (0.5138)  loss_giou_dn_2: 0.4986 (0.4856)  loss_giou_dn_3: 0.4915 (0.4772)  loss_giou_dn_4: 0.4888 (0.4751)  loss_giou_dn_5: 0.4892 (0.4753)  loss_vfl: 0.6796 (0.7053)  loss_vfl_aux_0: 0.7838 (0.8254)  loss_vfl_aux_1: 0.7237 (0.7700)  loss_vfl_aux_2: 0.7065 (0.7350)  loss_vfl_aux_3: 0.6966 (0.7175)  loss_vfl_aux_4: 0.6747 (0.7083)  loss_vfl_aux_5: 0.7684 (0.8010)  loss_vfl_dn_0: 0.4627 (0.4653)  loss_vfl_dn_1: 0.3973 (0.4027)  loss_vfl_dn_2: 0.3832 (0.3864)  loss_vfl_dn_3: 0.3768 (0.3788)  loss_vfl_dn_4: 0.3745 (0.3760)  loss_vfl_dn_5: 0.3728 (0.3752)  time: 0.4739  data: 0.0142  max mem: 5654
Epoch: [23]  [4500/7393]  eta: 0:23:19  lr: 0.000010  loss: 16.7217 (16.8504)  loss_bbox: 0.1527 (0.1645)  loss_bbox_aux_0: 0.1638 (0.1772)  loss_bbox_aux_1: 0.1575 (0.1692)  loss_bbox_aux_2: 0.1565 (0.1664)  loss_bbox_aux_3: 0.1546 (0.1645)  loss_bbox_aux_4: 0.1525 (0.1644)  loss_bbox_aux_5: 0.2059 (0.2180)  loss_bbox_dn_0: 0.2655 (0.2948)  loss_bbox_dn_1: 0.1997 (0.2257)  loss_bbox_dn_2: 0.1855 (0.2039)  loss_bbox_dn_3: 0.1806 (0.1967)  loss_bbox_dn_4: 0.1792 (0.1952)  loss_bbox_dn_5: 0.1792 (0.1951)  loss_giou: 0.5094 (0.4982)  loss_giou_aux_0: 0.5326 (0.5228)  loss_giou_aux_1: 0.5028 (0.5077)  loss_giou_aux_2: 0.5240 (0.5022)  loss_giou_aux_3: 0.5171 (0.4991)  loss_giou_aux_4: 0.5093 (0.4985)  loss_giou_aux_5: 0.6059 (0.5931)  loss_giou_dn_0: 0.6307 (0.6181)  loss_giou_dn_1: 0.5263 (0.5139)  loss_giou_dn_2: 0.4927 (0.4857)  loss_giou_dn_3: 0.4861 (0.4772)  loss_giou_dn_4: 0.4830 (0.4752)  loss_giou_dn_5: 0.4830 (0.4754)  loss_vfl: 0.6950 (0.7054)  loss_vfl_aux_0: 0.8302 (0.8255)  loss_vfl_aux_1: 0.7692 (0.7701)  loss_vfl_aux_2: 0.7456 (0.7352)  loss_vfl_aux_3: 0.7160 (0.7177)  loss_vfl_aux_4: 0.7028 (0.7084)  loss_vfl_aux_5: 0.8113 (0.8013)  loss_vfl_dn_0: 0.4594 (0.4652)  loss_vfl_dn_1: 0.3997 (0.4027)  loss_vfl_dn_2: 0.3847 (0.3864)  loss_vfl_dn_3: 0.3794 (0.3788)  loss_vfl_dn_4: 0.3783 (0.3760)  loss_vfl_dn_5: 0.3765 (0.3752)  time: 0.4825  data: 0.0144  max mem: 5654
Epoch: [23]  [4600/7393]  eta: 0:22:30  lr: 0.000010  loss: 17.3949 (16.8542)  loss_bbox: 0.1420 (0.1645)  loss_bbox_aux_0: 0.1591 (0.1771)  loss_bbox_aux_1: 0.1512 (0.1691)  loss_bbox_aux_2: 0.1492 (0.1663)  loss_bbox_aux_3: 0.1464 (0.1645)  loss_bbox_aux_4: 0.1451 (0.1644)  loss_bbox_aux_5: 0.1996 (0.2179)  loss_bbox_dn_0: 0.2662 (0.2947)  loss_bbox_dn_1: 0.2018 (0.2255)  loss_bbox_dn_2: 0.1793 (0.2038)  loss_bbox_dn_3: 0.1681 (0.1965)  loss_bbox_dn_4: 0.1660 (0.1950)  loss_bbox_dn_5: 0.1661 (0.1950)  loss_giou: 0.5069 (0.4986)  loss_giou_aux_0: 0.5473 (0.5233)  loss_giou_aux_1: 0.5157 (0.5081)  loss_giou_aux_2: 0.5166 (0.5026)  loss_giou_aux_3: 0.5077 (0.4995)  loss_giou_aux_4: 0.5071 (0.4989)  loss_giou_aux_5: 0.6271 (0.5935)  loss_giou_dn_0: 0.6403 (0.6184)  loss_giou_dn_1: 0.5363 (0.5143)  loss_giou_dn_2: 0.5137 (0.4861)  loss_giou_dn_3: 0.4982 (0.4776)  loss_giou_dn_4: 0.4982 (0.4756)  loss_giou_dn_5: 0.4982 (0.4758)  loss_vfl: 0.6945 (0.7054)  loss_vfl_aux_0: 0.7923 (0.8253)  loss_vfl_aux_1: 0.7565 (0.7699)  loss_vfl_aux_2: 0.7105 (0.7351)  loss_vfl_aux_3: 0.7070 (0.7176)  loss_vfl_aux_4: 0.6910 (0.7084)  loss_vfl_aux_5: 0.7621 (0.8009)  loss_vfl_dn_0: 0.4599 (0.4652)  loss_vfl_dn_1: 0.4013 (0.4027)  loss_vfl_dn_2: 0.3969 (0.3864)  loss_vfl_dn_3: 0.3885 (0.3789)  loss_vfl_dn_4: 0.3848 (0.3761)  loss_vfl_dn_5: 0.3862 (0.3753)  time: 0.4761  data: 0.0143  max mem: 5654
Epoch: [23]  [4700/7393]  eta: 0:21:41  lr: 0.000010  loss: 16.8779 (16.8567)  loss_bbox: 0.1668 (0.1645)  loss_bbox_aux_0: 0.1757 (0.1771)  loss_bbox_aux_1: 0.1677 (0.1692)  loss_bbox_aux_2: 0.1636 (0.1664)  loss_bbox_aux_3: 0.1767 (0.1646)  loss_bbox_aux_4: 0.1722 (0.1645)  loss_bbox_aux_5: 0.2184 (0.2178)  loss_bbox_dn_0: 0.3120 (0.2946)  loss_bbox_dn_1: 0.2273 (0.2255)  loss_bbox_dn_2: 0.2052 (0.2037)  loss_bbox_dn_3: 0.1923 (0.1966)  loss_bbox_dn_4: 0.1902 (0.1951)  loss_bbox_dn_5: 0.1901 (0.1951)  loss_giou: 0.4841 (0.4987)  loss_giou_aux_0: 0.4967 (0.5233)  loss_giou_aux_1: 0.4963 (0.5082)  loss_giou_aux_2: 0.4740 (0.5027)  loss_giou_aux_3: 0.4874 (0.4997)  loss_giou_aux_4: 0.4824 (0.4990)  loss_giou_aux_5: 0.5643 (0.5936)  loss_giou_dn_0: 0.6136 (0.6184)  loss_giou_dn_1: 0.5089 (0.5143)  loss_giou_dn_2: 0.4917 (0.4861)  loss_giou_dn_3: 0.4808 (0.4776)  loss_giou_dn_4: 0.4772 (0.4756)  loss_giou_dn_5: 0.4772 (0.4758)  loss_vfl: 0.7048 (0.7056)  loss_vfl_aux_0: 0.8091 (0.8255)  loss_vfl_aux_1: 0.7573 (0.7701)  loss_vfl_aux_2: 0.7353 (0.7354)  loss_vfl_aux_3: 0.7054 (0.7177)  loss_vfl_aux_4: 0.7039 (0.7086)  loss_vfl_aux_5: 0.8303 (0.8011)  loss_vfl_dn_0: 0.4692 (0.4652)  loss_vfl_dn_1: 0.4105 (0.4028)  loss_vfl_dn_2: 0.3936 (0.3865)  loss_vfl_dn_3: 0.3823 (0.3789)  loss_vfl_dn_4: 0.3813 (0.3761)  loss_vfl_dn_5: 0.3771 (0.3754)  time: 0.4799  data: 0.0142  max mem: 5654
Epoch: [23]  [4800/7393]  eta: 0:20:52  lr: 0.000010  loss: 17.0033 (16.8582)  loss_bbox: 0.1504 (0.1644)  loss_bbox_aux_0: 0.1657 (0.1770)  loss_bbox_aux_1: 0.1568 (0.1691)  loss_bbox_aux_2: 0.1533 (0.1663)  loss_bbox_aux_3: 0.1533 (0.1644)  loss_bbox_aux_4: 0.1492 (0.1643)  loss_bbox_aux_5: 0.1951 (0.2178)  loss_bbox_dn_0: 0.2624 (0.2945)  loss_bbox_dn_1: 0.2004 (0.2254)  loss_bbox_dn_2: 0.1803 (0.2037)  loss_bbox_dn_3: 0.1694 (0.1965)  loss_bbox_dn_4: 0.1681 (0.1950)  loss_bbox_dn_5: 0.1680 (0.1950)  loss_giou: 0.5155 (0.4989)  loss_giou_aux_0: 0.5454 (0.5235)  loss_giou_aux_1: 0.5379 (0.5084)  loss_giou_aux_2: 0.5185 (0.5029)  loss_giou_aux_3: 0.5129 (0.4999)  loss_giou_aux_4: 0.5144 (0.4992)  loss_giou_aux_5: 0.6030 (0.5939)  loss_giou_dn_0: 0.6362 (0.6185)  loss_giou_dn_1: 0.5357 (0.5144)  loss_giou_dn_2: 0.5036 (0.4862)  loss_giou_dn_3: 0.4952 (0.4777)  loss_giou_dn_4: 0.4931 (0.4757)  loss_giou_dn_5: 0.4931 (0.4759)  loss_vfl: 0.6598 (0.7057)  loss_vfl_aux_0: 0.7639 (0.8256)  loss_vfl_aux_1: 0.7341 (0.7702)  loss_vfl_aux_2: 0.6974 (0.7355)  loss_vfl_aux_3: 0.6801 (0.7178)  loss_vfl_aux_4: 0.6620 (0.7087)  loss_vfl_aux_5: 0.7369 (0.8011)  loss_vfl_dn_0: 0.4621 (0.4652)  loss_vfl_dn_1: 0.4055 (0.4028)  loss_vfl_dn_2: 0.3902 (0.3865)  loss_vfl_dn_3: 0.3805 (0.3789)  loss_vfl_dn_4: 0.3779 (0.3761)  loss_vfl_dn_5: 0.3779 (0.3754)  time: 0.4753  data: 0.0143  max mem: 5654
Epoch: [23]  [4900/7393]  eta: 0:20:04  lr: 0.000010  loss: 17.4413 (16.8569)  loss_bbox: 0.1502 (0.1645)  loss_bbox_aux_0: 0.1638 (0.1771)  loss_bbox_aux_1: 0.1547 (0.1692)  loss_bbox_aux_2: 0.1525 (0.1663)  loss_bbox_aux_3: 0.1508 (0.1645)  loss_bbox_aux_4: 0.1501 (0.1643)  loss_bbox_aux_5: 0.2027 (0.2180)  loss_bbox_dn_0: 0.2520 (0.2947)  loss_bbox_dn_1: 0.1906 (0.2255)  loss_bbox_dn_2: 0.1773 (0.2038)  loss_bbox_dn_3: 0.1745 (0.1966)  loss_bbox_dn_4: 0.1744 (0.1951)  loss_bbox_dn_5: 0.1744 (0.1951)  loss_giou: 0.5435 (0.4986)  loss_giou_aux_0: 0.5557 (0.5232)  loss_giou_aux_1: 0.5473 (0.5081)  loss_giou_aux_2: 0.5479 (0.5027)  loss_giou_aux_3: 0.5480 (0.4996)  loss_giou_aux_4: 0.5414 (0.4989)  loss_giou_aux_5: 0.6330 (0.5937)  loss_giou_dn_0: 0.6346 (0.6182)  loss_giou_dn_1: 0.5449 (0.5141)  loss_giou_dn_2: 0.5247 (0.4859)  loss_giou_dn_3: 0.5165 (0.4775)  loss_giou_dn_4: 0.5173 (0.4755)  loss_giou_dn_5: 0.5175 (0.4756)  loss_vfl: 0.6809 (0.7059)  loss_vfl_aux_0: 0.7923 (0.8259)  loss_vfl_aux_1: 0.7508 (0.7705)  loss_vfl_aux_2: 0.7133 (0.7357)  loss_vfl_aux_3: 0.6970 (0.7180)  loss_vfl_aux_4: 0.6885 (0.7089)  loss_vfl_aux_5: 0.7758 (0.8012)  loss_vfl_dn_0: 0.4563 (0.4653)  loss_vfl_dn_1: 0.4022 (0.4027)  loss_vfl_dn_2: 0.3875 (0.3865)  loss_vfl_dn_3: 0.3856 (0.3789)  loss_vfl_dn_4: 0.3799 (0.3761)  loss_vfl_dn_5: 0.3810 (0.3753)  time: 0.4722  data: 0.0138  max mem: 5654
Epoch: [23]  [5000/7393]  eta: 0:19:15  lr: 0.000010  loss: 16.7855 (16.8579)  loss_bbox: 0.1517 (0.1644)  loss_bbox_aux_0: 0.1602 (0.1771)  loss_bbox_aux_1: 0.1574 (0.1691)  loss_bbox_aux_2: 0.1555 (0.1663)  loss_bbox_aux_3: 0.1519 (0.1645)  loss_bbox_aux_4: 0.1518 (0.1643)  loss_bbox_aux_5: 0.2019 (0.2180)  loss_bbox_dn_0: 0.2738 (0.2946)  loss_bbox_dn_1: 0.2021 (0.2254)  loss_bbox_dn_2: 0.1810 (0.2036)  loss_bbox_dn_3: 0.1749 (0.1965)  loss_bbox_dn_4: 0.1743 (0.1950)  loss_bbox_dn_5: 0.1744 (0.1949)  loss_giou: 0.5112 (0.4989)  loss_giou_aux_0: 0.5335 (0.5235)  loss_giou_aux_1: 0.5104 (0.5084)  loss_giou_aux_2: 0.5116 (0.5029)  loss_giou_aux_3: 0.5052 (0.4999)  loss_giou_aux_4: 0.5054 (0.4991)  loss_giou_aux_5: 0.6016 (0.5940)  loss_giou_dn_0: 0.6309 (0.6183)  loss_giou_dn_1: 0.5192 (0.5141)  loss_giou_dn_2: 0.4944 (0.4860)  loss_giou_dn_3: 0.4835 (0.4775)  loss_giou_dn_4: 0.4800 (0.4755)  loss_giou_dn_5: 0.4804 (0.4757)  loss_vfl: 0.6646 (0.7057)  loss_vfl_aux_0: 0.7926 (0.8260)  loss_vfl_aux_1: 0.7314 (0.7704)  loss_vfl_aux_2: 0.7071 (0.7356)  loss_vfl_aux_3: 0.6992 (0.7179)  loss_vfl_aux_4: 0.6798 (0.7088)  loss_vfl_aux_5: 0.7554 (0.8011)  loss_vfl_dn_0: 0.4568 (0.4653)  loss_vfl_dn_1: 0.4058 (0.4028)  loss_vfl_dn_2: 0.3886 (0.3865)  loss_vfl_dn_3: 0.3782 (0.3789)  loss_vfl_dn_4: 0.3760 (0.3761)  loss_vfl_dn_5: 0.3767 (0.3754)  time: 0.4726  data: 0.0141  max mem: 5654
Epoch: [23]  [5100/7393]  eta: 0:18:26  lr: 0.000010  loss: 16.8898 (16.8568)  loss_bbox: 0.1557 (0.1644)  loss_bbox_aux_0: 0.1719 (0.1770)  loss_bbox_aux_1: 0.1713 (0.1691)  loss_bbox_aux_2: 0.1627 (0.1663)  loss_bbox_aux_3: 0.1608 (0.1644)  loss_bbox_aux_4: 0.1557 (0.1643)  loss_bbox_aux_5: 0.2202 (0.2179)  loss_bbox_dn_0: 0.3124 (0.2946)  loss_bbox_dn_1: 0.2344 (0.2254)  loss_bbox_dn_2: 0.2123 (0.2037)  loss_bbox_dn_3: 0.2053 (0.1965)  loss_bbox_dn_4: 0.2026 (0.1950)  loss_bbox_dn_5: 0.2026 (0.1950)  loss_giou: 0.4984 (0.4987)  loss_giou_aux_0: 0.5269 (0.5233)  loss_giou_aux_1: 0.5159 (0.5083)  loss_giou_aux_2: 0.5049 (0.5028)  loss_giou_aux_3: 0.5083 (0.4997)  loss_giou_aux_4: 0.4968 (0.4989)  loss_giou_aux_5: 0.5680 (0.5938)  loss_giou_dn_0: 0.6310 (0.6182)  loss_giou_dn_1: 0.5285 (0.5141)  loss_giou_dn_2: 0.4967 (0.4859)  loss_giou_dn_3: 0.4893 (0.4774)  loss_giou_dn_4: 0.4862 (0.4754)  loss_giou_dn_5: 0.4858 (0.4756)  loss_vfl: 0.7406 (0.7059)  loss_vfl_aux_0: 0.8461 (0.8262)  loss_vfl_aux_1: 0.7855 (0.7704)  loss_vfl_aux_2: 0.7400 (0.7356)  loss_vfl_aux_3: 0.7238 (0.7179)  loss_vfl_aux_4: 0.7216 (0.7090)  loss_vfl_aux_5: 0.8005 (0.8012)  loss_vfl_dn_0: 0.4614 (0.4653)  loss_vfl_dn_1: 0.4029 (0.4027)  loss_vfl_dn_2: 0.3865 (0.3865)  loss_vfl_dn_3: 0.3823 (0.3789)  loss_vfl_dn_4: 0.3802 (0.3761)  loss_vfl_dn_5: 0.3827 (0.3753)  time: 0.4690  data: 0.0138  max mem: 5654
Epoch: [23]  [5200/7393]  eta: 0:17:37  lr: 0.000010  loss: 16.7802 (16.8570)  loss_bbox: 0.1543 (0.1644)  loss_bbox_aux_0: 0.1770 (0.1770)  loss_bbox_aux_1: 0.1634 (0.1691)  loss_bbox_aux_2: 0.1572 (0.1663)  loss_bbox_aux_3: 0.1646 (0.1644)  loss_bbox_aux_4: 0.1544 (0.1642)  loss_bbox_aux_5: 0.2169 (0.2179)  loss_bbox_dn_0: 0.2880 (0.2945)  loss_bbox_dn_1: 0.2186 (0.2253)  loss_bbox_dn_2: 0.2047 (0.2036)  loss_bbox_dn_3: 0.1907 (0.1964)  loss_bbox_dn_4: 0.1907 (0.1949)  loss_bbox_dn_5: 0.1908 (0.1949)  loss_giou: 0.4216 (0.4987)  loss_giou_aux_0: 0.4596 (0.5233)  loss_giou_aux_1: 0.4500 (0.5083)  loss_giou_aux_2: 0.4390 (0.5028)  loss_giou_aux_3: 0.4242 (0.4997)  loss_giou_aux_4: 0.4323 (0.4989)  loss_giou_aux_5: 0.5277 (0.5938)  loss_giou_dn_0: 0.6044 (0.6182)  loss_giou_dn_1: 0.4800 (0.5140)  loss_giou_dn_2: 0.4565 (0.4858)  loss_giou_dn_3: 0.4440 (0.4774)  loss_giou_dn_4: 0.4398 (0.4753)  loss_giou_dn_5: 0.4397 (0.4755)  loss_vfl: 0.7083 (0.7061)  loss_vfl_aux_0: 0.8562 (0.8264)  loss_vfl_aux_1: 0.7832 (0.7707)  loss_vfl_aux_2: 0.7472 (0.7358)  loss_vfl_aux_3: 0.7177 (0.7180)  loss_vfl_aux_4: 0.7035 (0.7091)  loss_vfl_aux_5: 0.8237 (0.8013)  loss_vfl_dn_0: 0.4714 (0.4653)  loss_vfl_dn_1: 0.4028 (0.4027)  loss_vfl_dn_2: 0.3847 (0.3865)  loss_vfl_dn_3: 0.3772 (0.3789)  loss_vfl_dn_4: 0.3743 (0.3761)  loss_vfl_dn_5: 0.3721 (0.3753)  time: 0.4667  data: 0.0148  max mem: 5654
Epoch: [23]  [5300/7393]  eta: 0:16:49  lr: 0.000010  loss: 16.8473 (16.8583)  loss_bbox: 0.1688 (0.1645)  loss_bbox_aux_0: 0.1855 (0.1771)  loss_bbox_aux_1: 0.1752 (0.1692)  loss_bbox_aux_2: 0.1652 (0.1664)  loss_bbox_aux_3: 0.1682 (0.1646)  loss_bbox_aux_4: 0.1678 (0.1644)  loss_bbox_aux_5: 0.2284 (0.2181)  loss_bbox_dn_0: 0.2779 (0.2947)  loss_bbox_dn_1: 0.2121 (0.2255)  loss_bbox_dn_2: 0.1946 (0.2037)  loss_bbox_dn_3: 0.1871 (0.1965)  loss_bbox_dn_4: 0.1859 (0.1950)  loss_bbox_dn_5: 0.1859 (0.1950)  loss_giou: 0.5053 (0.4986)  loss_giou_aux_0: 0.5466 (0.5233)  loss_giou_aux_1: 0.5303 (0.5083)  loss_giou_aux_2: 0.5079 (0.5027)  loss_giou_aux_3: 0.5033 (0.4997)  loss_giou_aux_4: 0.5005 (0.4989)  loss_giou_aux_5: 0.6020 (0.5938)  loss_giou_dn_0: 0.6215 (0.6182)  loss_giou_dn_1: 0.5232 (0.5139)  loss_giou_dn_2: 0.4914 (0.4857)  loss_giou_dn_3: 0.4793 (0.4773)  loss_giou_dn_4: 0.4774 (0.4752)  loss_giou_dn_5: 0.4775 (0.4754)  loss_vfl: 0.6915 (0.7061)  loss_vfl_aux_0: 0.7952 (0.8264)  loss_vfl_aux_1: 0.7547 (0.7709)  loss_vfl_aux_2: 0.7164 (0.7359)  loss_vfl_aux_3: 0.7048 (0.7181)  loss_vfl_aux_4: 0.6891 (0.7091)  loss_vfl_aux_5: 0.7828 (0.8014)  loss_vfl_dn_0: 0.4609 (0.4653)  loss_vfl_dn_1: 0.3985 (0.4028)  loss_vfl_dn_2: 0.3850 (0.3865)  loss_vfl_dn_3: 0.3786 (0.3789)  loss_vfl_dn_4: 0.3774 (0.3761)  loss_vfl_dn_5: 0.3750 (0.3754)  time: 0.4729  data: 0.0139  max mem: 5654
Epoch: [23]  [5400/7393]  eta: 0:16:02  lr: 0.000010  loss: 16.7127 (16.8574)  loss_bbox: 0.1386 (0.1645)  loss_bbox_aux_0: 0.1498 (0.1772)  loss_bbox_aux_1: 0.1374 (0.1692)  loss_bbox_aux_2: 0.1411 (0.1664)  loss_bbox_aux_3: 0.1452 (0.1646)  loss_bbox_aux_4: 0.1384 (0.1644)  loss_bbox_aux_5: 0.1934 (0.2182)  loss_bbox_dn_0: 0.2520 (0.2947)  loss_bbox_dn_1: 0.1803 (0.2254)  loss_bbox_dn_2: 0.1628 (0.2036)  loss_bbox_dn_3: 0.1564 (0.1964)  loss_bbox_dn_4: 0.1579 (0.1949)  loss_bbox_dn_5: 0.1579 (0.1949)  loss_giou: 0.4894 (0.4988)  loss_giou_aux_0: 0.5260 (0.5234)  loss_giou_aux_1: 0.5004 (0.5084)  loss_giou_aux_2: 0.4984 (0.5029)  loss_giou_aux_3: 0.4891 (0.4998)  loss_giou_aux_4: 0.4981 (0.4990)  loss_giou_aux_5: 0.5980 (0.5939)  loss_giou_dn_0: 0.6306 (0.6182)  loss_giou_dn_1: 0.5276 (0.5140)  loss_giou_dn_2: 0.4924 (0.4857)  loss_giou_dn_3: 0.4846 (0.4773)  loss_giou_dn_4: 0.4828 (0.4753)  loss_giou_dn_5: 0.4829 (0.4755)  loss_vfl: 0.7121 (0.7058)  loss_vfl_aux_0: 0.8370 (0.8263)  loss_vfl_aux_1: 0.7734 (0.7705)  loss_vfl_aux_2: 0.7397 (0.7356)  loss_vfl_aux_3: 0.7306 (0.7178)  loss_vfl_aux_4: 0.7192 (0.7088)  loss_vfl_aux_5: 0.7945 (0.8012)  loss_vfl_dn_0: 0.4580 (0.4653)  loss_vfl_dn_1: 0.4020 (0.4027)  loss_vfl_dn_2: 0.3854 (0.3865)  loss_vfl_dn_3: 0.3797 (0.3789)  loss_vfl_dn_4: 0.3743 (0.3761)  loss_vfl_dn_5: 0.3736 (0.3753)  time: 0.7307  data: 0.0139  max mem: 5654
Epoch: [23]  [5500/7393]  eta: 0:15:13  lr: 0.000010  loss: 17.1162 (16.8571)  loss_bbox: 0.1555 (0.1644)  loss_bbox_aux_0: 0.1723 (0.1771)  loss_bbox_aux_1: 0.1612 (0.1692)  loss_bbox_aux_2: 0.1645 (0.1663)  loss_bbox_aux_3: 0.1628 (0.1645)  loss_bbox_aux_4: 0.1615 (0.1643)  loss_bbox_aux_5: 0.2185 (0.2182)  loss_bbox_dn_0: 0.2788 (0.2947)  loss_bbox_dn_1: 0.2071 (0.2254)  loss_bbox_dn_2: 0.1910 (0.2036)  loss_bbox_dn_3: 0.1846 (0.1964)  loss_bbox_dn_4: 0.1842 (0.1949)  loss_bbox_dn_5: 0.1841 (0.1949)  loss_giou: 0.4645 (0.4985)  loss_giou_aux_0: 0.4815 (0.5232)  loss_giou_aux_1: 0.4719 (0.5082)  loss_giou_aux_2: 0.4675 (0.5026)  loss_giou_aux_3: 0.4618 (0.4996)  loss_giou_aux_4: 0.4644 (0.4988)  loss_giou_aux_5: 0.5530 (0.5938)  loss_giou_dn_0: 0.6073 (0.6182)  loss_giou_dn_1: 0.5047 (0.5139)  loss_giou_dn_2: 0.4782 (0.4857)  loss_giou_dn_3: 0.4692 (0.4772)  loss_giou_dn_4: 0.4672 (0.4752)  loss_giou_dn_5: 0.4682 (0.4754)  loss_vfl: 0.6980 (0.7061)  loss_vfl_aux_0: 0.8130 (0.8265)  loss_vfl_aux_1: 0.7690 (0.7708)  loss_vfl_aux_2: 0.7130 (0.7359)  loss_vfl_aux_3: 0.7059 (0.7180)  loss_vfl_aux_4: 0.6947 (0.7091)  loss_vfl_aux_5: 0.7883 (0.8014)  loss_vfl_dn_0: 0.4599 (0.4653)  loss_vfl_dn_1: 0.4033 (0.4027)  loss_vfl_dn_2: 0.3848 (0.3865)  loss_vfl_dn_3: 0.3756 (0.3789)  loss_vfl_dn_4: 0.3728 (0.3761)  loss_vfl_dn_5: 0.3714 (0.3753)  time: 0.4723  data: 0.0139  max mem: 5654
Epoch: [23]  [5600/7393]  eta: 0:14:25  lr: 0.000010  loss: 16.6245 (16.8575)  loss_bbox: 0.1427 (0.1644)  loss_bbox_aux_0: 0.1702 (0.1770)  loss_bbox_aux_1: 0.1531 (0.1692)  loss_bbox_aux_2: 0.1533 (0.1663)  loss_bbox_aux_3: 0.1550 (0.1645)  loss_bbox_aux_4: 0.1474 (0.1643)  loss_bbox_aux_5: 0.2160 (0.2182)  loss_bbox_dn_0: 0.2894 (0.2948)  loss_bbox_dn_1: 0.1974 (0.2254)  loss_bbox_dn_2: 0.1757 (0.2036)  loss_bbox_dn_3: 0.1674 (0.1964)  loss_bbox_dn_4: 0.1669 (0.1949)  loss_bbox_dn_5: 0.1669 (0.1949)  loss_giou: 0.4464 (0.4984)  loss_giou_aux_0: 0.4869 (0.5230)  loss_giou_aux_1: 0.4769 (0.5081)  loss_giou_aux_2: 0.4576 (0.5025)  loss_giou_aux_3: 0.4471 (0.4994)  loss_giou_aux_4: 0.4436 (0.4987)  loss_giou_aux_5: 0.5886 (0.5936)  loss_giou_dn_0: 0.6061 (0.6181)  loss_giou_dn_1: 0.4773 (0.5138)  loss_giou_dn_2: 0.4453 (0.4856)  loss_giou_dn_3: 0.4401 (0.4771)  loss_giou_dn_4: 0.4396 (0.4751)  loss_giou_dn_5: 0.4396 (0.4753)  loss_vfl: 0.7256 (0.7064)  loss_vfl_aux_0: 0.8434 (0.8268)  loss_vfl_aux_1: 0.7923 (0.7711)  loss_vfl_aux_2: 0.7551 (0.7363)  loss_vfl_aux_3: 0.7340 (0.7184)  loss_vfl_aux_4: 0.7156 (0.7094)  loss_vfl_aux_5: 0.8324 (0.8017)  loss_vfl_dn_0: 0.4732 (0.4653)  loss_vfl_dn_1: 0.4022 (0.4027)  loss_vfl_dn_2: 0.3846 (0.3865)  loss_vfl_dn_3: 0.3759 (0.3789)  loss_vfl_dn_4: 0.3747 (0.3761)  loss_vfl_dn_5: 0.3718 (0.3753)  time: 0.4734  data: 0.0141  max mem: 5654
Epoch: [23]  [5700/7393]  eta: 0:13:37  lr: 0.000010  loss: 16.8930 (16.8583)  loss_bbox: 0.1631 (0.1645)  loss_bbox_aux_0: 0.1751 (0.1770)  loss_bbox_aux_1: 0.1679 (0.1692)  loss_bbox_aux_2: 0.1715 (0.1664)  loss_bbox_aux_3: 0.1602 (0.1645)  loss_bbox_aux_4: 0.1637 (0.1643)  loss_bbox_aux_5: 0.2110 (0.2182)  loss_bbox_dn_0: 0.3047 (0.2951)  loss_bbox_dn_1: 0.2345 (0.2256)  loss_bbox_dn_2: 0.2098 (0.2038)  loss_bbox_dn_3: 0.2010 (0.1966)  loss_bbox_dn_4: 0.2002 (0.1951)  loss_bbox_dn_5: 0.2001 (0.1951)  loss_giou: 0.5066 (0.4983)  loss_giou_aux_0: 0.5110 (0.5230)  loss_giou_aux_1: 0.5049 (0.5080)  loss_giou_aux_2: 0.5060 (0.5024)  loss_giou_aux_3: 0.5113 (0.4994)  loss_giou_aux_4: 0.5068 (0.4986)  loss_giou_aux_5: 0.5812 (0.5936)  loss_giou_dn_0: 0.6127 (0.6181)  loss_giou_dn_1: 0.5136 (0.5138)  loss_giou_dn_2: 0.4865 (0.4855)  loss_giou_dn_3: 0.4743 (0.4771)  loss_giou_dn_4: 0.4751 (0.4751)  loss_giou_dn_5: 0.4752 (0.4753)  loss_vfl: 0.7162 (0.7064)  loss_vfl_aux_0: 0.8252 (0.8270)  loss_vfl_aux_1: 0.7718 (0.7712)  loss_vfl_aux_2: 0.7335 (0.7362)  loss_vfl_aux_3: 0.7232 (0.7184)  loss_vfl_aux_4: 0.7217 (0.7094)  loss_vfl_aux_5: 0.8080 (0.8017)  loss_vfl_dn_0: 0.4601 (0.4653)  loss_vfl_dn_1: 0.3993 (0.4027)  loss_vfl_dn_2: 0.3843 (0.3865)  loss_vfl_dn_3: 0.3756 (0.3789)  loss_vfl_dn_4: 0.3726 (0.3760)  loss_vfl_dn_5: 0.3734 (0.3753)  time: 0.4822  data: 0.0144  max mem: 5654
Epoch: [23]  [5800/7393]  eta: 0:12:48  lr: 0.000010  loss: 16.9235 (16.8587)  loss_bbox: 0.1599 (0.1644)  loss_bbox_aux_0: 0.1904 (0.1770)  loss_bbox_aux_1: 0.1767 (0.1692)  loss_bbox_aux_2: 0.1654 (0.1663)  loss_bbox_aux_3: 0.1611 (0.1645)  loss_bbox_aux_4: 0.1577 (0.1642)  loss_bbox_aux_5: 0.2092 (0.2182)  loss_bbox_dn_0: 0.2960 (0.2949)  loss_bbox_dn_1: 0.2260 (0.2255)  loss_bbox_dn_2: 0.1992 (0.2037)  loss_bbox_dn_3: 0.1964 (0.1965)  loss_bbox_dn_4: 0.1935 (0.1950)  loss_bbox_dn_5: 0.1955 (0.1950)  loss_giou: 0.4620 (0.4984)  loss_giou_aux_0: 0.4916 (0.5231)  loss_giou_aux_1: 0.4781 (0.5081)  loss_giou_aux_2: 0.4646 (0.5025)  loss_giou_aux_3: 0.4603 (0.4994)  loss_giou_aux_4: 0.4554 (0.4987)  loss_giou_aux_5: 0.5505 (0.5937)  loss_giou_dn_0: 0.5884 (0.6182)  loss_giou_dn_1: 0.4686 (0.5138)  loss_giou_dn_2: 0.4469 (0.4856)  loss_giou_dn_3: 0.4387 (0.4771)  loss_giou_dn_4: 0.4351 (0.4751)  loss_giou_dn_5: 0.4351 (0.4753)  loss_vfl: 0.6854 (0.7065)  loss_vfl_aux_0: 0.7990 (0.8269)  loss_vfl_aux_1: 0.7371 (0.7712)  loss_vfl_aux_2: 0.7075 (0.7363)  loss_vfl_aux_3: 0.7106 (0.7185)  loss_vfl_aux_4: 0.6905 (0.7095)  loss_vfl_aux_5: 0.7945 (0.8016)  loss_vfl_dn_0: 0.4643 (0.4653)  loss_vfl_dn_1: 0.4022 (0.4027)  loss_vfl_dn_2: 0.3893 (0.3865)  loss_vfl_dn_3: 0.3777 (0.3789)  loss_vfl_dn_4: 0.3796 (0.3760)  loss_vfl_dn_5: 0.3783 (0.3753)  time: 0.4797  data: 0.0140  max mem: 5654
Epoch: [23]  [5900/7393]  eta: 0:12:00  lr: 0.000010  loss: 16.8508 (16.8587)  loss_bbox: 0.1596 (0.1643)  loss_bbox_aux_0: 0.1807 (0.1770)  loss_bbox_aux_1: 0.1670 (0.1691)  loss_bbox_aux_2: 0.1613 (0.1663)  loss_bbox_aux_3: 0.1589 (0.1644)  loss_bbox_aux_4: 0.1632 (0.1642)  loss_bbox_aux_5: 0.2137 (0.2182)  loss_bbox_dn_0: 0.3033 (0.2949)  loss_bbox_dn_1: 0.2184 (0.2255)  loss_bbox_dn_2: 0.2028 (0.2036)  loss_bbox_dn_3: 0.1988 (0.1964)  loss_bbox_dn_4: 0.1995 (0.1950)  loss_bbox_dn_5: 0.1994 (0.1950)  loss_giou: 0.4515 (0.4983)  loss_giou_aux_0: 0.4858 (0.5231)  loss_giou_aux_1: 0.4541 (0.5081)  loss_giou_aux_2: 0.4542 (0.5025)  loss_giou_aux_3: 0.4451 (0.4994)  loss_giou_aux_4: 0.4455 (0.4986)  loss_giou_aux_5: 0.5572 (0.5937)  loss_giou_dn_0: 0.6186 (0.6181)  loss_giou_dn_1: 0.5051 (0.5138)  loss_giou_dn_2: 0.4789 (0.4855)  loss_giou_dn_3: 0.4657 (0.4771)  loss_giou_dn_4: 0.4634 (0.4751)  loss_giou_dn_5: 0.4633 (0.4753)  loss_vfl: 0.6990 (0.7066)  loss_vfl_aux_0: 0.8214 (0.8270)  loss_vfl_aux_1: 0.7816 (0.7715)  loss_vfl_aux_2: 0.7175 (0.7364)  loss_vfl_aux_3: 0.7089 (0.7187)  loss_vfl_aux_4: 0.7042 (0.7096)  loss_vfl_aux_5: 0.7612 (0.8016)  loss_vfl_dn_0: 0.4750 (0.4653)  loss_vfl_dn_1: 0.4027 (0.4027)  loss_vfl_dn_2: 0.3860 (0.3865)  loss_vfl_dn_3: 0.3775 (0.3789)  loss_vfl_dn_4: 0.3775 (0.3761)  loss_vfl_dn_5: 0.3762 (0.3753)  time: 0.4658  data: 0.0146  max mem: 5654
Epoch: [23]  [6000/7393]  eta: 0:11:11  lr: 0.000010  loss: 16.2113 (16.8587)  loss_bbox: 0.1445 (0.1643)  loss_bbox_aux_0: 0.1577 (0.1769)  loss_bbox_aux_1: 0.1504 (0.1691)  loss_bbox_aux_2: 0.1472 (0.1662)  loss_bbox_aux_3: 0.1402 (0.1644)  loss_bbox_aux_4: 0.1450 (0.1642)  loss_bbox_aux_5: 0.2044 (0.2181)  loss_bbox_dn_0: 0.2589 (0.2948)  loss_bbox_dn_1: 0.2041 (0.2254)  loss_bbox_dn_2: 0.1891 (0.2036)  loss_bbox_dn_3: 0.1813 (0.1964)  loss_bbox_dn_4: 0.1813 (0.1949)  loss_bbox_dn_5: 0.1812 (0.1949)  loss_giou: 0.5133 (0.4983)  loss_giou_aux_0: 0.5187 (0.5230)  loss_giou_aux_1: 0.5158 (0.5080)  loss_giou_aux_2: 0.5070 (0.5024)  loss_giou_aux_3: 0.5134 (0.4993)  loss_giou_aux_4: 0.5129 (0.4986)  loss_giou_aux_5: 0.5916 (0.5936)  loss_giou_dn_0: 0.6163 (0.6182)  loss_giou_dn_1: 0.5123 (0.5138)  loss_giou_dn_2: 0.4810 (0.4855)  loss_giou_dn_3: 0.4756 (0.4771)  loss_giou_dn_4: 0.4736 (0.4751)  loss_giou_dn_5: 0.4739 (0.4753)  loss_vfl: 0.7139 (0.7067)  loss_vfl_aux_0: 0.8101 (0.8272)  loss_vfl_aux_1: 0.7517 (0.7717)  loss_vfl_aux_2: 0.7421 (0.7365)  loss_vfl_aux_3: 0.7279 (0.7188)  loss_vfl_aux_4: 0.7117 (0.7098)  loss_vfl_aux_5: 0.7824 (0.8017)  loss_vfl_dn_0: 0.4682 (0.4653)  loss_vfl_dn_1: 0.4040 (0.4028)  loss_vfl_dn_2: 0.3910 (0.3865)  loss_vfl_dn_3: 0.3851 (0.3789)  loss_vfl_dn_4: 0.3871 (0.3761)  loss_vfl_dn_5: 0.3850 (0.3753)  time: 0.4719  data: 0.0143  max mem: 5654
Epoch: [23]  [6100/7393]  eta: 0:10:24  lr: 0.000010  loss: 16.9126 (16.8622)  loss_bbox: 0.1628 (0.1644)  loss_bbox_aux_0: 0.1738 (0.1770)  loss_bbox_aux_1: 0.1686 (0.1692)  loss_bbox_aux_2: 0.1661 (0.1664)  loss_bbox_aux_3: 0.1636 (0.1645)  loss_bbox_aux_4: 0.1624 (0.1643)  loss_bbox_aux_5: 0.2164 (0.2182)  loss_bbox_dn_0: 0.2905 (0.2949)  loss_bbox_dn_1: 0.2030 (0.2255)  loss_bbox_dn_2: 0.1865 (0.2037)  loss_bbox_dn_3: 0.1869 (0.1965)  loss_bbox_dn_4: 0.1871 (0.1950)  loss_bbox_dn_5: 0.1871 (0.1950)  loss_giou: 0.4688 (0.4984)  loss_giou_aux_0: 0.4964 (0.5231)  loss_giou_aux_1: 0.4773 (0.5081)  loss_giou_aux_2: 0.4759 (0.5025)  loss_giou_aux_3: 0.4646 (0.4994)  loss_giou_aux_4: 0.4636 (0.4987)  loss_giou_aux_5: 0.5765 (0.5937)  loss_giou_dn_0: 0.6072 (0.6182)  loss_giou_dn_1: 0.4921 (0.5139)  loss_giou_dn_2: 0.4611 (0.4856)  loss_giou_dn_3: 0.4572 (0.4772)  loss_giou_dn_4: 0.4564 (0.4752)  loss_giou_dn_5: 0.4564 (0.4753)  loss_vfl: 0.7156 (0.7068)  loss_vfl_aux_0: 0.8513 (0.8274)  loss_vfl_aux_1: 0.7868 (0.7719)  loss_vfl_aux_2: 0.7474 (0.7366)  loss_vfl_aux_3: 0.7215 (0.7189)  loss_vfl_aux_4: 0.7258 (0.7099)  loss_vfl_aux_5: 0.8351 (0.8020)  loss_vfl_dn_0: 0.4635 (0.4653)  loss_vfl_dn_1: 0.4030 (0.4028)  loss_vfl_dn_2: 0.3848 (0.3865)  loss_vfl_dn_3: 0.3752 (0.3789)  loss_vfl_dn_4: 0.3696 (0.3761)  loss_vfl_dn_5: 0.3726 (0.3753)  time: 0.4783  data: 0.0141  max mem: 5654
Epoch: [23]  [6200/7393]  eta: 0:09:36  lr: 0.000010  loss: 16.8153 (16.8638)  loss_bbox: 0.1499 (0.1645)  loss_bbox_aux_0: 0.1629 (0.1770)  loss_bbox_aux_1: 0.1611 (0.1692)  loss_bbox_aux_2: 0.1516 (0.1664)  loss_bbox_aux_3: 0.1514 (0.1645)  loss_bbox_aux_4: 0.1499 (0.1643)  loss_bbox_aux_5: 0.1993 (0.2182)  loss_bbox_dn_0: 0.2660 (0.2949)  loss_bbox_dn_1: 0.2063 (0.2255)  loss_bbox_dn_2: 0.1877 (0.2037)  loss_bbox_dn_3: 0.1814 (0.1965)  loss_bbox_dn_4: 0.1818 (0.1950)  loss_bbox_dn_5: 0.1819 (0.1950)  loss_giou: 0.4813 (0.4984)  loss_giou_aux_0: 0.4993 (0.5231)  loss_giou_aux_1: 0.4871 (0.5081)  loss_giou_aux_2: 0.4804 (0.5025)  loss_giou_aux_3: 0.4823 (0.4994)  loss_giou_aux_4: 0.4817 (0.4987)  loss_giou_aux_5: 0.5759 (0.5937)  loss_giou_dn_0: 0.6091 (0.6182)  loss_giou_dn_1: 0.5052 (0.5139)  loss_giou_dn_2: 0.4732 (0.4856)  loss_giou_dn_3: 0.4634 (0.4772)  loss_giou_dn_4: 0.4603 (0.4752)  loss_giou_dn_5: 0.4607 (0.4754)  loss_vfl: 0.6922 (0.7070)  loss_vfl_aux_0: 0.8144 (0.8276)  loss_vfl_aux_1: 0.7463 (0.7722)  loss_vfl_aux_2: 0.7209 (0.7368)  loss_vfl_aux_3: 0.7045 (0.7191)  loss_vfl_aux_4: 0.6901 (0.7101)  loss_vfl_aux_5: 0.7964 (0.8021)  loss_vfl_dn_0: 0.4615 (0.4653)  loss_vfl_dn_1: 0.4040 (0.4028)  loss_vfl_dn_2: 0.3929 (0.3866)  loss_vfl_dn_3: 0.3848 (0.3789)  loss_vfl_dn_4: 0.3818 (0.3761)  loss_vfl_dn_5: 0.3810 (0.3753)  time: 0.4865  data: 0.0148  max mem: 5654
Epoch: [23]  [6300/7393]  eta: 0:08:47  lr: 0.000010  loss: 17.3057 (16.8669)  loss_bbox: 0.1639 (0.1645)  loss_bbox_aux_0: 0.1745 (0.1770)  loss_bbox_aux_1: 0.1621 (0.1692)  loss_bbox_aux_2: 0.1682 (0.1664)  loss_bbox_aux_3: 0.1658 (0.1646)  loss_bbox_aux_4: 0.1641 (0.1643)  loss_bbox_aux_5: 0.2221 (0.2181)  loss_bbox_dn_0: 0.2741 (0.2947)  loss_bbox_dn_1: 0.2141 (0.2254)  loss_bbox_dn_2: 0.1885 (0.2036)  loss_bbox_dn_3: 0.1832 (0.1964)  loss_bbox_dn_4: 0.1831 (0.1950)  loss_bbox_dn_5: 0.1831 (0.1950)  loss_giou: 0.5507 (0.4988)  loss_giou_aux_0: 0.5781 (0.5236)  loss_giou_aux_1: 0.5636 (0.5085)  loss_giou_aux_2: 0.5501 (0.5029)  loss_giou_aux_3: 0.5537 (0.4998)  loss_giou_aux_4: 0.5521 (0.4991)  loss_giou_aux_5: 0.6531 (0.5941)  loss_giou_dn_0: 0.6610 (0.6185)  loss_giou_dn_1: 0.5555 (0.5141)  loss_giou_dn_2: 0.5260 (0.4859)  loss_giou_dn_3: 0.5188 (0.4775)  loss_giou_dn_4: 0.5169 (0.4755)  loss_giou_dn_5: 0.5170 (0.4756)  loss_vfl: 0.6934 (0.7069)  loss_vfl_aux_0: 0.7877 (0.8273)  loss_vfl_aux_1: 0.7394 (0.7720)  loss_vfl_aux_2: 0.7155 (0.7367)  loss_vfl_aux_3: 0.6788 (0.7190)  loss_vfl_aux_4: 0.6952 (0.7100)  loss_vfl_aux_5: 0.7557 (0.8018)  loss_vfl_dn_0: 0.4632 (0.4653)  loss_vfl_dn_1: 0.4071 (0.4028)  loss_vfl_dn_2: 0.3944 (0.3866)  loss_vfl_dn_3: 0.3895 (0.3790)  loss_vfl_dn_4: 0.3879 (0.3762)  loss_vfl_dn_5: 0.3864 (0.3754)  time: 0.4677  data: 0.0138  max mem: 5654
Epoch: [23]  [6400/7393]  eta: 0:07:59  lr: 0.000010  loss: 16.8237 (16.8674)  loss_bbox: 0.1600 (0.1646)  loss_bbox_aux_0: 0.1685 (0.1771)  loss_bbox_aux_1: 0.1613 (0.1693)  loss_bbox_aux_2: 0.1622 (0.1665)  loss_bbox_aux_3: 0.1563 (0.1646)  loss_bbox_aux_4: 0.1590 (0.1644)  loss_bbox_aux_5: 0.2203 (0.2182)  loss_bbox_dn_0: 0.3063 (0.2950)  loss_bbox_dn_1: 0.2324 (0.2256)  loss_bbox_dn_2: 0.2073 (0.2037)  loss_bbox_dn_3: 0.2002 (0.1966)  loss_bbox_dn_4: 0.1989 (0.1951)  loss_bbox_dn_5: 0.1987 (0.1951)  loss_giou: 0.4177 (0.4987)  loss_giou_aux_0: 0.4459 (0.5235)  loss_giou_aux_1: 0.4483 (0.5084)  loss_giou_aux_2: 0.4268 (0.5028)  loss_giou_aux_3: 0.4180 (0.4997)  loss_giou_aux_4: 0.4174 (0.4990)  loss_giou_aux_5: 0.5137 (0.5939)  loss_giou_dn_0: 0.5891 (0.6184)  loss_giou_dn_1: 0.4681 (0.5140)  loss_giou_dn_2: 0.4369 (0.4857)  loss_giou_dn_3: 0.4243 (0.4773)  loss_giou_dn_4: 0.4180 (0.4753)  loss_giou_dn_5: 0.4178 (0.4755)  loss_vfl: 0.7023 (0.7070)  loss_vfl_aux_0: 0.8098 (0.8275)  loss_vfl_aux_1: 0.7795 (0.7721)  loss_vfl_aux_2: 0.7058 (0.7367)  loss_vfl_aux_3: 0.6986 (0.7190)  loss_vfl_aux_4: 0.6974 (0.7100)  loss_vfl_aux_5: 0.7833 (0.8020)  loss_vfl_dn_0: 0.4634 (0.4653)  loss_vfl_dn_1: 0.4017 (0.4028)  loss_vfl_dn_2: 0.3842 (0.3866)  loss_vfl_dn_3: 0.3745 (0.3790)  loss_vfl_dn_4: 0.3744 (0.3762)  loss_vfl_dn_5: 0.3745 (0.3754)  time: 0.4747  data: 0.0136  max mem: 5654
Epoch: [23]  [6500/7393]  eta: 0:07:11  lr: 0.000010  loss: 16.0870 (16.8652)  loss_bbox: 0.1567 (0.1645)  loss_bbox_aux_0: 0.1615 (0.1771)  loss_bbox_aux_1: 0.1594 (0.1692)  loss_bbox_aux_2: 0.1530 (0.1664)  loss_bbox_aux_3: 0.1530 (0.1646)  loss_bbox_aux_4: 0.1551 (0.1643)  loss_bbox_aux_5: 0.2099 (0.2181)  loss_bbox_dn_0: 0.2850 (0.2949)  loss_bbox_dn_1: 0.1984 (0.2255)  loss_bbox_dn_2: 0.1778 (0.2037)  loss_bbox_dn_3: 0.1733 (0.1965)  loss_bbox_dn_4: 0.1720 (0.1950)  loss_bbox_dn_5: 0.1720 (0.1950)  loss_giou: 0.4063 (0.4986)  loss_giou_aux_0: 0.4336 (0.5234)  loss_giou_aux_1: 0.4159 (0.5083)  loss_giou_aux_2: 0.4052 (0.5028)  loss_giou_aux_3: 0.4005 (0.4996)  loss_giou_aux_4: 0.4062 (0.4989)  loss_giou_aux_5: 0.5057 (0.5939)  loss_giou_dn_0: 0.5716 (0.6183)  loss_giou_dn_1: 0.4680 (0.5139)  loss_giou_dn_2: 0.4400 (0.4856)  loss_giou_dn_3: 0.4303 (0.4772)  loss_giou_dn_4: 0.4286 (0.4752)  loss_giou_dn_5: 0.4285 (0.4754)  loss_vfl: 0.7307 (0.7070)  loss_vfl_aux_0: 0.8241 (0.8275)  loss_vfl_aux_1: 0.7858 (0.7722)  loss_vfl_aux_2: 0.7452 (0.7367)  loss_vfl_aux_3: 0.7249 (0.7190)  loss_vfl_aux_4: 0.7285 (0.7100)  loss_vfl_aux_5: 0.7922 (0.8019)  loss_vfl_dn_0: 0.4626 (0.4653)  loss_vfl_dn_1: 0.3984 (0.4028)  loss_vfl_dn_2: 0.3806 (0.3866)  loss_vfl_dn_3: 0.3773 (0.3789)  loss_vfl_dn_4: 0.3735 (0.3761)  loss_vfl_dn_5: 0.3702 (0.3753)  time: 0.4803  data: 0.0141  max mem: 5654
Epoch: [23]  [6600/7393]  eta: 0:06:22  lr: 0.000010  loss: 16.4681 (16.8681)  loss_bbox: 0.1441 (0.1644)  loss_bbox_aux_0: 0.1575 (0.1771)  loss_bbox_aux_1: 0.1494 (0.1692)  loss_bbox_aux_2: 0.1461 (0.1664)  loss_bbox_aux_3: 0.1458 (0.1645)  loss_bbox_aux_4: 0.1449 (0.1643)  loss_bbox_aux_5: 0.1841 (0.2180)  loss_bbox_dn_0: 0.2791 (0.2948)  loss_bbox_dn_1: 0.2126 (0.2254)  loss_bbox_dn_2: 0.1861 (0.2036)  loss_bbox_dn_3: 0.1745 (0.1964)  loss_bbox_dn_4: 0.1734 (0.1950)  loss_bbox_dn_5: 0.1734 (0.1949)  loss_giou: 0.4798 (0.4989)  loss_giou_aux_0: 0.5059 (0.5237)  loss_giou_aux_1: 0.4880 (0.5086)  loss_giou_aux_2: 0.4728 (0.5030)  loss_giou_aux_3: 0.4833 (0.4999)  loss_giou_aux_4: 0.4851 (0.4992)  loss_giou_aux_5: 0.5550 (0.5941)  loss_giou_dn_0: 0.6130 (0.6185)  loss_giou_dn_1: 0.5219 (0.5141)  loss_giou_dn_2: 0.4856 (0.4859)  loss_giou_dn_3: 0.4766 (0.4775)  loss_giou_dn_4: 0.4743 (0.4755)  loss_giou_dn_5: 0.4744 (0.4756)  loss_vfl: 0.7170 (0.7070)  loss_vfl_aux_0: 0.8102 (0.8274)  loss_vfl_aux_1: 0.7683 (0.7722)  loss_vfl_aux_2: 0.7421 (0.7368)  loss_vfl_aux_3: 0.7172 (0.7190)  loss_vfl_aux_4: 0.7052 (0.7100)  loss_vfl_aux_5: 0.8035 (0.8019)  loss_vfl_dn_0: 0.4653 (0.4653)  loss_vfl_dn_1: 0.4024 (0.4029)  loss_vfl_dn_2: 0.3865 (0.3866)  loss_vfl_dn_3: 0.3775 (0.3790)  loss_vfl_dn_4: 0.3729 (0.3762)  loss_vfl_dn_5: 0.3719 (0.3754)  time: 0.4727  data: 0.0139  max mem: 5654
Epoch: [23]  [6700/7393]  eta: 0:05:35  lr: 0.000010  loss: 16.7720 (16.8691)  loss_bbox: 0.1648 (0.1644)  loss_bbox_aux_0: 0.1864 (0.1771)  loss_bbox_aux_1: 0.1739 (0.1691)  loss_bbox_aux_2: 0.1707 (0.1663)  loss_bbox_aux_3: 0.1702 (0.1645)  loss_bbox_aux_4: 0.1655 (0.1643)  loss_bbox_aux_5: 0.2262 (0.2180)  loss_bbox_dn_0: 0.2976 (0.2948)  loss_bbox_dn_1: 0.2123 (0.2254)  loss_bbox_dn_2: 0.1889 (0.2036)  loss_bbox_dn_3: 0.1784 (0.1964)  loss_bbox_dn_4: 0.1755 (0.1950)  loss_bbox_dn_5: 0.1754 (0.1949)  loss_giou: 0.4967 (0.4990)  loss_giou_aux_0: 0.5277 (0.5238)  loss_giou_aux_1: 0.4908 (0.5087)  loss_giou_aux_2: 0.4946 (0.5032)  loss_giou_aux_3: 0.4896 (0.5001)  loss_giou_aux_4: 0.4897 (0.4993)  loss_giou_aux_5: 0.5771 (0.5943)  loss_giou_dn_0: 0.6170 (0.6186)  loss_giou_dn_1: 0.5165 (0.5142)  loss_giou_dn_2: 0.4941 (0.4859)  loss_giou_dn_3: 0.4892 (0.4775)  loss_giou_dn_4: 0.4885 (0.4755)  loss_giou_dn_5: 0.4880 (0.4757)  loss_vfl: 0.6797 (0.7070)  loss_vfl_aux_0: 0.7903 (0.8273)  loss_vfl_aux_1: 0.7521 (0.7721)  loss_vfl_aux_2: 0.7187 (0.7367)  loss_vfl_aux_3: 0.7010 (0.7189)  loss_vfl_aux_4: 0.6834 (0.7100)  loss_vfl_aux_5: 0.8161 (0.8018)  loss_vfl_dn_0: 0.4657 (0.4653)  loss_vfl_dn_1: 0.4024 (0.4029)  loss_vfl_dn_2: 0.3883 (0.3866)  loss_vfl_dn_3: 0.3793 (0.3790)  loss_vfl_dn_4: 0.3770 (0.3762)  loss_vfl_dn_5: 0.3760 (0.3754)  time: 0.4601  data: 0.0138  max mem: 5654
Epoch: [23]  [6800/7393]  eta: 0:04:46  lr: 0.000010  loss: 16.8018 (16.8732)  loss_bbox: 0.1672 (0.1644)  loss_bbox_aux_0: 0.1724 (0.1771)  loss_bbox_aux_1: 0.1678 (0.1692)  loss_bbox_aux_2: 0.1660 (0.1664)  loss_bbox_aux_3: 0.1679 (0.1645)  loss_bbox_aux_4: 0.1676 (0.1643)  loss_bbox_aux_5: 0.2089 (0.2180)  loss_bbox_dn_0: 0.2638 (0.2948)  loss_bbox_dn_1: 0.2001 (0.2254)  loss_bbox_dn_2: 0.1790 (0.2036)  loss_bbox_dn_3: 0.1759 (0.1964)  loss_bbox_dn_4: 0.1757 (0.1950)  loss_bbox_dn_5: 0.1757 (0.1950)  loss_giou: 0.4814 (0.4992)  loss_giou_aux_0: 0.4836 (0.5240)  loss_giou_aux_1: 0.4737 (0.5089)  loss_giou_aux_2: 0.4829 (0.5034)  loss_giou_aux_3: 0.4716 (0.5002)  loss_giou_aux_4: 0.4815 (0.4995)  loss_giou_aux_5: 0.5668 (0.5945)  loss_giou_dn_0: 0.6054 (0.6187)  loss_giou_dn_1: 0.4948 (0.5144)  loss_giou_dn_2: 0.4622 (0.4861)  loss_giou_dn_3: 0.4532 (0.4777)  loss_giou_dn_4: 0.4522 (0.4757)  loss_giou_dn_5: 0.4524 (0.4759)  loss_vfl: 0.6884 (0.7072)  loss_vfl_aux_0: 0.8070 (0.8275)  loss_vfl_aux_1: 0.7320 (0.7724)  loss_vfl_aux_2: 0.7114 (0.7370)  loss_vfl_aux_3: 0.6971 (0.7191)  loss_vfl_aux_4: 0.6841 (0.7102)  loss_vfl_aux_5: 0.8022 (0.8019)  loss_vfl_dn_0: 0.4719 (0.4654)  loss_vfl_dn_1: 0.4046 (0.4029)  loss_vfl_dn_2: 0.3882 (0.3867)  loss_vfl_dn_3: 0.3798 (0.3791)  loss_vfl_dn_4: 0.3787 (0.3763)  loss_vfl_dn_5: 0.3770 (0.3755)  time: 0.4695  data: 0.0149  max mem: 5654
Epoch: [23]  [6900/7393]  eta: 0:03:58  lr: 0.000010  loss: 16.8380 (16.8759)  loss_bbox: 0.1571 (0.1645)  loss_bbox_aux_0: 0.1698 (0.1772)  loss_bbox_aux_1: 0.1611 (0.1693)  loss_bbox_aux_2: 0.1661 (0.1665)  loss_bbox_aux_3: 0.1606 (0.1646)  loss_bbox_aux_4: 0.1530 (0.1644)  loss_bbox_aux_5: 0.2008 (0.2180)  loss_bbox_dn_0: 0.2684 (0.2948)  loss_bbox_dn_1: 0.1952 (0.2254)  loss_bbox_dn_2: 0.1698 (0.2037)  loss_bbox_dn_3: 0.1666 (0.1965)  loss_bbox_dn_4: 0.1634 (0.1950)  loss_bbox_dn_5: 0.1635 (0.1950)  loss_giou: 0.5100 (0.4994)  loss_giou_aux_0: 0.5352 (0.5242)  loss_giou_aux_1: 0.5074 (0.5091)  loss_giou_aux_2: 0.5165 (0.5035)  loss_giou_aux_3: 0.5104 (0.5004)  loss_giou_aux_4: 0.5123 (0.4997)  loss_giou_aux_5: 0.6137 (0.5946)  loss_giou_dn_0: 0.6308 (0.6189)  loss_giou_dn_1: 0.5363 (0.5145)  loss_giou_dn_2: 0.5014 (0.4862)  loss_giou_dn_3: 0.4947 (0.4778)  loss_giou_dn_4: 0.4930 (0.4758)  loss_giou_dn_5: 0.4929 (0.4760)  loss_vfl: 0.6967 (0.7072)  loss_vfl_aux_0: 0.8133 (0.8274)  loss_vfl_aux_1: 0.7674 (0.7723)  loss_vfl_aux_2: 0.7238 (0.7369)  loss_vfl_aux_3: 0.7050 (0.7191)  loss_vfl_aux_4: 0.7040 (0.7102)  loss_vfl_aux_5: 0.7940 (0.8018)  loss_vfl_dn_0: 0.4680 (0.4654)  loss_vfl_dn_1: 0.4043 (0.4029)  loss_vfl_dn_2: 0.3899 (0.3867)  loss_vfl_dn_3: 0.3784 (0.3791)  loss_vfl_dn_4: 0.3756 (0.3763)  loss_vfl_dn_5: 0.3747 (0.3755)  time: 0.4787  data: 0.0147  max mem: 5654
Epoch: [23]  [7000/7393]  eta: 0:03:09  lr: 0.000010  loss: 16.8838 (16.8766)  loss_bbox: 0.1596 (0.1645)  loss_bbox_aux_0: 0.1680 (0.1772)  loss_bbox_aux_1: 0.1678 (0.1693)  loss_bbox_aux_2: 0.1656 (0.1665)  loss_bbox_aux_3: 0.1620 (0.1647)  loss_bbox_aux_4: 0.1542 (0.1644)  loss_bbox_aux_5: 0.2215 (0.2181)  loss_bbox_dn_0: 0.3044 (0.2949)  loss_bbox_dn_1: 0.2336 (0.2255)  loss_bbox_dn_2: 0.2179 (0.2037)  loss_bbox_dn_3: 0.2114 (0.1965)  loss_bbox_dn_4: 0.2057 (0.1951)  loss_bbox_dn_5: 0.2057 (0.1950)  loss_giou: 0.4395 (0.4995)  loss_giou_aux_0: 0.4719 (0.5243)  loss_giou_aux_1: 0.4685 (0.5092)  loss_giou_aux_2: 0.4608 (0.5036)  loss_giou_aux_3: 0.4429 (0.5005)  loss_giou_aux_4: 0.4405 (0.4997)  loss_giou_aux_5: 0.5531 (0.5947)  loss_giou_dn_0: 0.6016 (0.6189)  loss_giou_dn_1: 0.5061 (0.5145)  loss_giou_dn_2: 0.4704 (0.4862)  loss_giou_dn_3: 0.4620 (0.4778)  loss_giou_dn_4: 0.4600 (0.4758)  loss_giou_dn_5: 0.4601 (0.4760)  loss_vfl: 0.7062 (0.7072)  loss_vfl_aux_0: 0.8118 (0.8273)  loss_vfl_aux_1: 0.7484 (0.7722)  loss_vfl_aux_2: 0.7216 (0.7368)  loss_vfl_aux_3: 0.7058 (0.7191)  loss_vfl_aux_4: 0.7113 (0.7102)  loss_vfl_aux_5: 0.7907 (0.8018)  loss_vfl_dn_0: 0.4616 (0.4653)  loss_vfl_dn_1: 0.3978 (0.4029)  loss_vfl_dn_2: 0.3861 (0.3867)  loss_vfl_dn_3: 0.3775 (0.3791)  loss_vfl_dn_4: 0.3738 (0.3763)  loss_vfl_dn_5: 0.3759 (0.3755)  time: 0.4682  data: 0.0139  max mem: 5654
Epoch: [23]  [7100/7393]  eta: 0:02:21  lr: 0.000010  loss: 16.8829 (16.8750)  loss_bbox: 0.1447 (0.1645)  loss_bbox_aux_0: 0.1592 (0.1772)  loss_bbox_aux_1: 0.1478 (0.1693)  loss_bbox_aux_2: 0.1483 (0.1665)  loss_bbox_aux_3: 0.1495 (0.1646)  loss_bbox_aux_4: 0.1482 (0.1644)  loss_bbox_aux_5: 0.1989 (0.2181)  loss_bbox_dn_0: 0.2724 (0.2949)  loss_bbox_dn_1: 0.2092 (0.2255)  loss_bbox_dn_2: 0.1812 (0.2037)  loss_bbox_dn_3: 0.1694 (0.1965)  loss_bbox_dn_4: 0.1698 (0.1950)  loss_bbox_dn_5: 0.1700 (0.1950)  loss_giou: 0.4980 (0.4994)  loss_giou_aux_0: 0.5376 (0.5243)  loss_giou_aux_1: 0.5168 (0.5092)  loss_giou_aux_2: 0.5107 (0.5036)  loss_giou_aux_3: 0.5031 (0.5004)  loss_giou_aux_4: 0.5003 (0.4997)  loss_giou_aux_5: 0.5757 (0.5947)  loss_giou_dn_0: 0.6204 (0.6189)  loss_giou_dn_1: 0.5119 (0.5144)  loss_giou_dn_2: 0.4827 (0.4861)  loss_giou_dn_3: 0.4755 (0.4777)  loss_giou_dn_4: 0.4734 (0.4757)  loss_giou_dn_5: 0.4735 (0.4759)  loss_vfl: 0.7117 (0.7072)  loss_vfl_aux_0: 0.8206 (0.8272)  loss_vfl_aux_1: 0.7914 (0.7720)  loss_vfl_aux_2: 0.7419 (0.7367)  loss_vfl_aux_3: 0.7308 (0.7191)  loss_vfl_aux_4: 0.7165 (0.7102)  loss_vfl_aux_5: 0.8046 (0.8017)  loss_vfl_dn_0: 0.4678 (0.4653)  loss_vfl_dn_1: 0.4025 (0.4029)  loss_vfl_dn_2: 0.3914 (0.3867)  loss_vfl_dn_3: 0.3842 (0.3791)  loss_vfl_dn_4: 0.3805 (0.3763)  loss_vfl_dn_5: 0.3799 (0.3755)  time: 0.4823  data: 0.0146  max mem: 5654
Epoch: [23]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 16.9312 (16.8757)  loss_bbox: 0.1560 (0.1645)  loss_bbox_aux_0: 0.1680 (0.1772)  loss_bbox_aux_1: 0.1517 (0.1692)  loss_bbox_aux_2: 0.1542 (0.1665)  loss_bbox_aux_3: 0.1564 (0.1646)  loss_bbox_aux_4: 0.1562 (0.1644)  loss_bbox_aux_5: 0.2062 (0.2181)  loss_bbox_dn_0: 0.2542 (0.2948)  loss_bbox_dn_1: 0.2031 (0.2254)  loss_bbox_dn_2: 0.1782 (0.2036)  loss_bbox_dn_3: 0.1766 (0.1964)  loss_bbox_dn_4: 0.1771 (0.1950)  loss_bbox_dn_5: 0.1771 (0.1949)  loss_giou: 0.4945 (0.4994)  loss_giou_aux_0: 0.5315 (0.5244)  loss_giou_aux_1: 0.5088 (0.5092)  loss_giou_aux_2: 0.5089 (0.5037)  loss_giou_aux_3: 0.5002 (0.5004)  loss_giou_aux_4: 0.4932 (0.4997)  loss_giou_aux_5: 0.5921 (0.5948)  loss_giou_dn_0: 0.6274 (0.6190)  loss_giou_dn_1: 0.5255 (0.5145)  loss_giou_dn_2: 0.4996 (0.4862)  loss_giou_dn_3: 0.4921 (0.4778)  loss_giou_dn_4: 0.4893 (0.4758)  loss_giou_dn_5: 0.4893 (0.4759)  loss_vfl: 0.7056 (0.7073)  loss_vfl_aux_0: 0.7967 (0.8272)  loss_vfl_aux_1: 0.7548 (0.7721)  loss_vfl_aux_2: 0.7214 (0.7367)  loss_vfl_aux_3: 0.7186 (0.7192)  loss_vfl_aux_4: 0.7057 (0.7104)  loss_vfl_aux_5: 0.7845 (0.8018)  loss_vfl_dn_0: 0.4616 (0.4653)  loss_vfl_dn_1: 0.4053 (0.4029)  loss_vfl_dn_2: 0.3884 (0.3867)  loss_vfl_dn_3: 0.3820 (0.3791)  loss_vfl_dn_4: 0.3787 (0.3763)  loss_vfl_dn_5: 0.3785 (0.3755)  time: 0.4786  data: 0.0138  max mem: 5654
Epoch: [23]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 17.3045 (16.8807)  loss_bbox: 0.1645 (0.1645)  loss_bbox_aux_0: 0.1894 (0.1772)  loss_bbox_aux_1: 0.1811 (0.1693)  loss_bbox_aux_2: 0.1771 (0.1665)  loss_bbox_aux_3: 0.1708 (0.1646)  loss_bbox_aux_4: 0.1687 (0.1644)  loss_bbox_aux_5: 0.2396 (0.2181)  loss_bbox_dn_0: 0.3263 (0.2948)  loss_bbox_dn_1: 0.2533 (0.2254)  loss_bbox_dn_2: 0.2297 (0.2036)  loss_bbox_dn_3: 0.2179 (0.1965)  loss_bbox_dn_4: 0.2145 (0.1950)  loss_bbox_dn_5: 0.2145 (0.1950)  loss_giou: 0.5014 (0.4998)  loss_giou_aux_0: 0.5389 (0.5247)  loss_giou_aux_1: 0.5215 (0.5095)  loss_giou_aux_2: 0.5117 (0.5040)  loss_giou_aux_3: 0.4968 (0.5008)  loss_giou_aux_4: 0.5032 (0.5000)  loss_giou_aux_5: 0.6231 (0.5951)  loss_giou_dn_0: 0.6429 (0.6192)  loss_giou_dn_1: 0.5252 (0.5147)  loss_giou_dn_2: 0.4925 (0.4864)  loss_giou_dn_3: 0.4836 (0.4779)  loss_giou_dn_4: 0.4826 (0.4759)  loss_giou_dn_5: 0.4827 (0.4761)  loss_vfl: 0.7318 (0.7075)  loss_vfl_aux_0: 0.8561 (0.8273)  loss_vfl_aux_1: 0.8085 (0.7722)  loss_vfl_aux_2: 0.7725 (0.7369)  loss_vfl_aux_3: 0.7539 (0.7193)  loss_vfl_aux_4: 0.7413 (0.7105)  loss_vfl_aux_5: 0.8382 (0.8019)  loss_vfl_dn_0: 0.4673 (0.4654)  loss_vfl_dn_1: 0.4084 (0.4030)  loss_vfl_dn_2: 0.3910 (0.3868)  loss_vfl_dn_3: 0.3830 (0.3791)  loss_vfl_dn_4: 0.3812 (0.3763)  loss_vfl_dn_5: 0.3807 (0.3755)  time: 0.4844  data: 0.0138  max mem: 5654
Epoch: [23]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 17.5146 (16.8818)  loss_bbox: 0.1660 (0.1645)  loss_bbox_aux_0: 0.1786 (0.1773)  loss_bbox_aux_1: 0.1667 (0.1693)  loss_bbox_aux_2: 0.1693 (0.1665)  loss_bbox_aux_3: 0.1669 (0.1647)  loss_bbox_aux_4: 0.1654 (0.1644)  loss_bbox_aux_5: 0.2216 (0.2181)  loss_bbox_dn_0: 0.2937 (0.2949)  loss_bbox_dn_1: 0.2252 (0.2255)  loss_bbox_dn_2: 0.1900 (0.2037)  loss_bbox_dn_3: 0.1806 (0.1965)  loss_bbox_dn_4: 0.1777 (0.1950)  loss_bbox_dn_5: 0.1778 (0.1950)  loss_giou: 0.5018 (0.4999)  loss_giou_aux_0: 0.5116 (0.5249)  loss_giou_aux_1: 0.5063 (0.5097)  loss_giou_aux_2: 0.4955 (0.5041)  loss_giou_aux_3: 0.5027 (0.5009)  loss_giou_aux_4: 0.4967 (0.5002)  loss_giou_aux_5: 0.5921 (0.5952)  loss_giou_dn_0: 0.6320 (0.6192)  loss_giou_dn_1: 0.5242 (0.5148)  loss_giou_dn_2: 0.5039 (0.4864)  loss_giou_dn_3: 0.4950 (0.4780)  loss_giou_dn_4: 0.4940 (0.4760)  loss_giou_dn_5: 0.4940 (0.4762)  loss_vfl: 0.7318 (0.7073)  loss_vfl_aux_0: 0.8394 (0.8271)  loss_vfl_aux_1: 0.8099 (0.7721)  loss_vfl_aux_2: 0.7522 (0.7367)  loss_vfl_aux_3: 0.7349 (0.7191)  loss_vfl_aux_4: 0.7373 (0.7104)  loss_vfl_aux_5: 0.8060 (0.8018)  loss_vfl_dn_0: 0.4670 (0.4654)  loss_vfl_dn_1: 0.4102 (0.4030)  loss_vfl_dn_2: 0.3956 (0.3868)  loss_vfl_dn_3: 0.3864 (0.3791)  loss_vfl_dn_4: 0.3832 (0.3763)  loss_vfl_dn_5: 0.3821 (0.3756)  time: 0.4560  data: 0.0141  max mem: 5654
Epoch: [23] Total time: 0:59:28 (0.4827 s / it)
Averaged stats: lr: 0.000010  loss: 17.5146 (16.8818)  loss_bbox: 0.1660 (0.1645)  loss_bbox_aux_0: 0.1786 (0.1773)  loss_bbox_aux_1: 0.1667 (0.1693)  loss_bbox_aux_2: 0.1693 (0.1665)  loss_bbox_aux_3: 0.1669 (0.1647)  loss_bbox_aux_4: 0.1654 (0.1644)  loss_bbox_aux_5: 0.2216 (0.2181)  loss_bbox_dn_0: 0.2937 (0.2949)  loss_bbox_dn_1: 0.2252 (0.2255)  loss_bbox_dn_2: 0.1900 (0.2037)  loss_bbox_dn_3: 0.1806 (0.1965)  loss_bbox_dn_4: 0.1777 (0.1950)  loss_bbox_dn_5: 0.1778 (0.1950)  loss_giou: 0.5018 (0.4999)  loss_giou_aux_0: 0.5116 (0.5249)  loss_giou_aux_1: 0.5063 (0.5097)  loss_giou_aux_2: 0.4955 (0.5041)  loss_giou_aux_3: 0.5027 (0.5009)  loss_giou_aux_4: 0.4967 (0.5002)  loss_giou_aux_5: 0.5921 (0.5952)  loss_giou_dn_0: 0.6320 (0.6192)  loss_giou_dn_1: 0.5242 (0.5148)  loss_giou_dn_2: 0.5039 (0.4864)  loss_giou_dn_3: 0.4950 (0.4780)  loss_giou_dn_4: 0.4940 (0.4760)  loss_giou_dn_5: 0.4940 (0.4762)  loss_vfl: 0.7318 (0.7073)  loss_vfl_aux_0: 0.8394 (0.8271)  loss_vfl_aux_1: 0.8099 (0.7721)  loss_vfl_aux_2: 0.7522 (0.7367)  loss_vfl_aux_3: 0.7349 (0.7191)  loss_vfl_aux_4: 0.7373 (0.7104)  loss_vfl_aux_5: 0.8060 (0.8018)  loss_vfl_dn_0: 0.4670 (0.4654)  loss_vfl_dn_1: 0.4102 (0.4030)  loss_vfl_dn_2: 0.3956 (0.3868)  loss_vfl_dn_3: 0.3864 (0.3791)  loss_vfl_dn_4: 0.3832 (0.3763)  loss_vfl_dn_5: 0.3821 (0.3756)
Test:  [  0/157]  eta: 0:03:55    time: 1.4986  data: 1.0964  max mem: 5654
Test:  [ 10/157]  eta: 0:01:12    time: 0.4899  data: 0.1218  max mem: 5654
Test:  [ 20/157]  eta: 0:01:40    time: 0.6991  data: 0.0265  max mem: 5654
Test:  [ 30/157]  eta: 0:01:19    time: 0.6967  data: 0.0278  max mem: 5654
Test:  [ 40/157]  eta: 0:01:06    time: 0.3881  data: 0.0268  max mem: 5654
Test:  [ 50/157]  eta: 0:00:56    time: 0.3900  data: 0.0266  max mem: 5654
Test:  [ 60/157]  eta: 0:00:49    time: 0.3902  data: 0.0261  max mem: 5654
Test:  [ 70/157]  eta: 0:00:42    time: 0.3847  data: 0.0255  max mem: 5654
Test:  [ 80/157]  eta: 0:00:36    time: 0.3881  data: 0.0259  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3954  data: 0.0261  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3841  data: 0.0255  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3861  data: 0.0258  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3861  data: 0.0262  max mem: 5654
Test:  [130/157]  eta: 0:00:13    time: 0.6712  data: 0.0261  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.6714  data: 0.0257  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3695  data: 0.0252  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3568  data: 0.0247  max mem: 5654
Test: Total time: 0:01:13 (0.4695 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=32.36s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.510
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.690
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.553
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.325
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.555
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.690
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.382
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.640
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.710
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.532
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.757
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.883
best_stat:  {'epoch': 23, 'coco_eval_bbox': 0.51019100935254}
Epoch: [24]  [   0/7393]  eta: 1 day, 3:18:53  lr: 0.000010  loss: 17.2219 (17.2219)  loss_bbox: 0.1401 (0.1401)  loss_bbox_aux_0: 0.1469 (0.1469)  loss_bbox_aux_1: 0.1449 (0.1449)  loss_bbox_aux_2: 0.1387 (0.1387)  loss_bbox_aux_3: 0.1359 (0.1359)  loss_bbox_aux_4: 0.1404 (0.1404)  loss_bbox_aux_5: 0.1773 (0.1773)  loss_bbox_dn_0: 0.2448 (0.2448)  loss_bbox_dn_1: 0.2034 (0.2034)  loss_bbox_dn_2: 0.1844 (0.1844)  loss_bbox_dn_3: 0.1810 (0.1810)  loss_bbox_dn_4: 0.1812 (0.1812)  loss_bbox_dn_5: 0.1810 (0.1810)  loss_giou: 0.5790 (0.5790)  loss_giou_aux_0: 0.5972 (0.5972)  loss_giou_aux_1: 0.5885 (0.5885)  loss_giou_aux_2: 0.5791 (0.5791)  loss_giou_aux_3: 0.5771 (0.5771)  loss_giou_aux_4: 0.5819 (0.5819)  loss_giou_aux_5: 0.6515 (0.6515)  loss_giou_dn_0: 0.7060 (0.7060)  loss_giou_dn_1: 0.6088 (0.6088)  loss_giou_dn_2: 0.5774 (0.5774)  loss_giou_dn_3: 0.5713 (0.5713)  loss_giou_dn_4: 0.5701 (0.5701)  loss_giou_dn_5: 0.5703 (0.5703)  loss_vfl: 0.6519 (0.6519)  loss_vfl_aux_0: 0.7683 (0.7683)  loss_vfl_aux_1: 0.7105 (0.7105)  loss_vfl_aux_2: 0.7107 (0.7107)  loss_vfl_aux_3: 0.6827 (0.6827)  loss_vfl_aux_4: 0.6579 (0.6579)  loss_vfl_aux_5: 0.7076 (0.7076)  loss_vfl_dn_0: 0.4475 (0.4475)  loss_vfl_dn_1: 0.4003 (0.4003)  loss_vfl_dn_2: 0.3877 (0.3877)  loss_vfl_dn_3: 0.3813 (0.3813)  loss_vfl_dn_4: 0.3788 (0.3788)  loss_vfl_dn_5: 0.3784 (0.3784)  time: 13.3009  data: 1.6321  max mem: 5654
Epoch: [24]  [ 100/7393]  eta: 1:13:33  lr: 0.000010  loss: 17.4020 (16.8080)  loss_bbox: 0.1581 (0.1663)  loss_bbox_aux_0: 0.1742 (0.1793)  loss_bbox_aux_1: 0.1707 (0.1714)  loss_bbox_aux_2: 0.1648 (0.1683)  loss_bbox_aux_3: 0.1597 (0.1670)  loss_bbox_aux_4: 0.1567 (0.1661)  loss_bbox_aux_5: 0.2146 (0.2211)  loss_bbox_dn_0: 0.2858 (0.3042)  loss_bbox_dn_1: 0.2142 (0.2320)  loss_bbox_dn_2: 0.1977 (0.2082)  loss_bbox_dn_3: 0.1915 (0.2003)  loss_bbox_dn_4: 0.1904 (0.1987)  loss_bbox_dn_5: 0.1905 (0.1987)  loss_giou: 0.4972 (0.4856)  loss_giou_aux_0: 0.5079 (0.5127)  loss_giou_aux_1: 0.4988 (0.4959)  loss_giou_aux_2: 0.4988 (0.4901)  loss_giou_aux_3: 0.4985 (0.4864)  loss_giou_aux_4: 0.4969 (0.4858)  loss_giou_aux_5: 0.5633 (0.5788)  loss_giou_dn_0: 0.6148 (0.6162)  loss_giou_dn_1: 0.4997 (0.5078)  loss_giou_dn_2: 0.4710 (0.4784)  loss_giou_dn_3: 0.4624 (0.4689)  loss_giou_dn_4: 0.4581 (0.4669)  loss_giou_dn_5: 0.4587 (0.4672)  loss_vfl: 0.6967 (0.7099)  loss_vfl_aux_0: 0.8391 (0.8355)  loss_vfl_aux_1: 0.7606 (0.7758)  loss_vfl_aux_2: 0.7211 (0.7387)  loss_vfl_aux_3: 0.6931 (0.7204)  loss_vfl_aux_4: 0.6990 (0.7124)  loss_vfl_aux_5: 0.7883 (0.8123)  loss_vfl_dn_0: 0.4641 (0.4668)  loss_vfl_dn_1: 0.4059 (0.4033)  loss_vfl_dn_2: 0.3883 (0.3859)  loss_vfl_dn_3: 0.3780 (0.3771)  loss_vfl_dn_4: 0.3750 (0.3741)  loss_vfl_dn_5: 0.3724 (0.3737)  time: 0.4762  data: 0.0157  max mem: 5654
Epoch: [24]  [ 200/7393]  eta: 1:08:40  lr: 0.000010  loss: 16.5839 (16.8131)  loss_bbox: 0.1551 (0.1633)  loss_bbox_aux_0: 0.1723 (0.1770)  loss_bbox_aux_1: 0.1697 (0.1694)  loss_bbox_aux_2: 0.1583 (0.1657)  loss_bbox_aux_3: 0.1453 (0.1638)  loss_bbox_aux_4: 0.1468 (0.1635)  loss_bbox_aux_5: 0.1980 (0.2176)  loss_bbox_dn_0: 0.2902 (0.2970)  loss_bbox_dn_1: 0.2304 (0.2264)  loss_bbox_dn_2: 0.2017 (0.2037)  loss_bbox_dn_3: 0.1946 (0.1963)  loss_bbox_dn_4: 0.1924 (0.1948)  loss_bbox_dn_5: 0.1925 (0.1948)  loss_giou: 0.4609 (0.4881)  loss_giou_aux_0: 0.4925 (0.5148)  loss_giou_aux_1: 0.4662 (0.4988)  loss_giou_aux_2: 0.4644 (0.4925)  loss_giou_aux_3: 0.4595 (0.4890)  loss_giou_aux_4: 0.4606 (0.4884)  loss_giou_aux_5: 0.5740 (0.5834)  loss_giou_dn_0: 0.5855 (0.6145)  loss_giou_dn_1: 0.4845 (0.5082)  loss_giou_dn_2: 0.4632 (0.4792)  loss_giou_dn_3: 0.4534 (0.4700)  loss_giou_dn_4: 0.4507 (0.4679)  loss_giou_dn_5: 0.4505 (0.4681)  loss_vfl: 0.7099 (0.7145)  loss_vfl_aux_0: 0.8077 (0.8373)  loss_vfl_aux_1: 0.7617 (0.7769)  loss_vfl_aux_2: 0.7461 (0.7431)  loss_vfl_aux_3: 0.7062 (0.7254)  loss_vfl_aux_4: 0.7050 (0.7169)  loss_vfl_aux_5: 0.8163 (0.8129)  loss_vfl_dn_0: 0.4655 (0.4677)  loss_vfl_dn_1: 0.3946 (0.4044)  loss_vfl_dn_2: 0.3761 (0.3872)  loss_vfl_dn_3: 0.3701 (0.3791)  loss_vfl_dn_4: 0.3695 (0.3761)  loss_vfl_dn_5: 0.3682 (0.3757)  time: 0.8170  data: 0.0153  max mem: 5654
Epoch: [24]  [ 300/7393]  eta: 1:04:02  lr: 0.000010  loss: 16.0313 (16.7612)  loss_bbox: 0.1419 (0.1633)  loss_bbox_aux_0: 0.1670 (0.1777)  loss_bbox_aux_1: 0.1439 (0.1688)  loss_bbox_aux_2: 0.1434 (0.1653)  loss_bbox_aux_3: 0.1407 (0.1633)  loss_bbox_aux_4: 0.1432 (0.1633)  loss_bbox_aux_5: 0.2023 (0.2188)  loss_bbox_dn_0: 0.2928 (0.2958)  loss_bbox_dn_1: 0.2190 (0.2257)  loss_bbox_dn_2: 0.1953 (0.2033)  loss_bbox_dn_3: 0.1824 (0.1961)  loss_bbox_dn_4: 0.1802 (0.1946)  loss_bbox_dn_5: 0.1802 (0.1946)  loss_giou: 0.4267 (0.4874)  loss_giou_aux_0: 0.4661 (0.5147)  loss_giou_aux_1: 0.4357 (0.4980)  loss_giou_aux_2: 0.4305 (0.4917)  loss_giou_aux_3: 0.4227 (0.4883)  loss_giou_aux_4: 0.4265 (0.4876)  loss_giou_aux_5: 0.5521 (0.5834)  loss_giou_dn_0: 0.5659 (0.6118)  loss_giou_dn_1: 0.4744 (0.5061)  loss_giou_dn_2: 0.4454 (0.4772)  loss_giou_dn_3: 0.4378 (0.4683)  loss_giou_dn_4: 0.4364 (0.4663)  loss_giou_dn_5: 0.4364 (0.4665)  loss_vfl: 0.6997 (0.7113)  loss_vfl_aux_0: 0.8261 (0.8318)  loss_vfl_aux_1: 0.7585 (0.7740)  loss_vfl_aux_2: 0.7421 (0.7396)  loss_vfl_aux_3: 0.7217 (0.7222)  loss_vfl_aux_4: 0.7019 (0.7139)  loss_vfl_aux_5: 0.7940 (0.8073)  loss_vfl_dn_0: 0.4607 (0.4670)  loss_vfl_dn_1: 0.3880 (0.4027)  loss_vfl_dn_2: 0.3742 (0.3860)  loss_vfl_dn_3: 0.3673 (0.3780)  loss_vfl_dn_4: 0.3653 (0.3750)  loss_vfl_dn_5: 0.3643 (0.3745)  time: 0.4783  data: 0.0164  max mem: 5654
Epoch: [24]  [ 400/7393]  eta: 1:01:11  lr: 0.000010  loss: 17.1152 (16.7636)  loss_bbox: 0.1509 (0.1628)  loss_bbox_aux_0: 0.1774 (0.1779)  loss_bbox_aux_1: 0.1575 (0.1682)  loss_bbox_aux_2: 0.1583 (0.1648)  loss_bbox_aux_3: 0.1499 (0.1627)  loss_bbox_aux_4: 0.1459 (0.1628)  loss_bbox_aux_5: 0.2156 (0.2197)  loss_bbox_dn_0: 0.2830 (0.2978)  loss_bbox_dn_1: 0.2261 (0.2272)  loss_bbox_dn_2: 0.2121 (0.2048)  loss_bbox_dn_3: 0.2068 (0.1975)  loss_bbox_dn_4: 0.2021 (0.1960)  loss_bbox_dn_5: 0.2020 (0.1960)  loss_giou: 0.4585 (0.4854)  loss_giou_aux_0: 0.5070 (0.5139)  loss_giou_aux_1: 0.4629 (0.4966)  loss_giou_aux_2: 0.4814 (0.4898)  loss_giou_aux_3: 0.4704 (0.4863)  loss_giou_aux_4: 0.4652 (0.4856)  loss_giou_aux_5: 0.5632 (0.5825)  loss_giou_dn_0: 0.6059 (0.6113)  loss_giou_dn_1: 0.5058 (0.5056)  loss_giou_dn_2: 0.4759 (0.4768)  loss_giou_dn_3: 0.4647 (0.4679)  loss_giou_dn_4: 0.4632 (0.4659)  loss_giou_dn_5: 0.4635 (0.4661)  loss_vfl: 0.7281 (0.7133)  loss_vfl_aux_0: 0.8267 (0.8303)  loss_vfl_aux_1: 0.8105 (0.7755)  loss_vfl_aux_2: 0.7659 (0.7416)  loss_vfl_aux_3: 0.7553 (0.7250)  loss_vfl_aux_4: 0.7354 (0.7161)  loss_vfl_aux_5: 0.8056 (0.8072)  loss_vfl_dn_0: 0.4725 (0.4666)  loss_vfl_dn_1: 0.4080 (0.4026)  loss_vfl_dn_2: 0.3902 (0.3860)  loss_vfl_dn_3: 0.3818 (0.3780)  loss_vfl_dn_4: 0.3778 (0.3751)  loss_vfl_dn_5: 0.3786 (0.3745)  time: 0.4824  data: 0.0150  max mem: 5654
Epoch: [24]  [ 500/7393]  eta: 0:59:07  lr: 0.000010  loss: 17.3318 (16.8460)  loss_bbox: 0.1633 (0.1637)  loss_bbox_aux_0: 0.1758 (0.1784)  loss_bbox_aux_1: 0.1665 (0.1692)  loss_bbox_aux_2: 0.1624 (0.1659)  loss_bbox_aux_3: 0.1573 (0.1635)  loss_bbox_aux_4: 0.1610 (0.1635)  loss_bbox_aux_5: 0.2141 (0.2200)  loss_bbox_dn_0: 0.2664 (0.2978)  loss_bbox_dn_1: 0.2082 (0.2274)  loss_bbox_dn_2: 0.1961 (0.2052)  loss_bbox_dn_3: 0.1876 (0.1980)  loss_bbox_dn_4: 0.1837 (0.1964)  loss_bbox_dn_5: 0.1839 (0.1964)  loss_giou: 0.5006 (0.4927)  loss_giou_aux_0: 0.5263 (0.5205)  loss_giou_aux_1: 0.5081 (0.5038)  loss_giou_aux_2: 0.4965 (0.4970)  loss_giou_aux_3: 0.5110 (0.4935)  loss_giou_aux_4: 0.5068 (0.4928)  loss_giou_aux_5: 0.6252 (0.5889)  loss_giou_dn_0: 0.6437 (0.6155)  loss_giou_dn_1: 0.5342 (0.5104)  loss_giou_dn_2: 0.5063 (0.4817)  loss_giou_dn_3: 0.4997 (0.4730)  loss_giou_dn_4: 0.4975 (0.4710)  loss_giou_dn_5: 0.4977 (0.4712)  loss_vfl: 0.7111 (0.7125)  loss_vfl_aux_0: 0.8431 (0.8303)  loss_vfl_aux_1: 0.7810 (0.7754)  loss_vfl_aux_2: 0.7340 (0.7407)  loss_vfl_aux_3: 0.7240 (0.7246)  loss_vfl_aux_4: 0.7146 (0.7152)  loss_vfl_aux_5: 0.8077 (0.8068)  loss_vfl_dn_0: 0.4621 (0.4661)  loss_vfl_dn_1: 0.4060 (0.4026)  loss_vfl_dn_2: 0.3896 (0.3862)  loss_vfl_dn_3: 0.3826 (0.3782)  loss_vfl_dn_4: 0.3799 (0.3752)  loss_vfl_dn_5: 0.3808 (0.3747)  time: 0.4688  data: 0.0160  max mem: 5654
Epoch: [24]  [ 600/7393]  eta: 0:57:30  lr: 0.000010  loss: 16.2932 (16.8226)  loss_bbox: 0.1681 (0.1632)  loss_bbox_aux_0: 0.1701 (0.1777)  loss_bbox_aux_1: 0.1579 (0.1688)  loss_bbox_aux_2: 0.1623 (0.1656)  loss_bbox_aux_3: 0.1624 (0.1633)  loss_bbox_aux_4: 0.1683 (0.1631)  loss_bbox_aux_5: 0.2049 (0.2189)  loss_bbox_dn_0: 0.2408 (0.2953)  loss_bbox_dn_1: 0.1754 (0.2256)  loss_bbox_dn_2: 0.1560 (0.2036)  loss_bbox_dn_3: 0.1549 (0.1964)  loss_bbox_dn_4: 0.1559 (0.1949)  loss_bbox_dn_5: 0.1557 (0.1949)  loss_giou: 0.4587 (0.4951)  loss_giou_aux_0: 0.4790 (0.5224)  loss_giou_aux_1: 0.4685 (0.5061)  loss_giou_aux_2: 0.4621 (0.4994)  loss_giou_aux_3: 0.4591 (0.4962)  loss_giou_aux_4: 0.4633 (0.4953)  loss_giou_aux_5: 0.5318 (0.5909)  loss_giou_dn_0: 0.6157 (0.6161)  loss_giou_dn_1: 0.5047 (0.5114)  loss_giou_dn_2: 0.4814 (0.4828)  loss_giou_dn_3: 0.4753 (0.4741)  loss_giou_dn_4: 0.4725 (0.4721)  loss_giou_dn_5: 0.4723 (0.4723)  loss_vfl: 0.6671 (0.7084)  loss_vfl_aux_0: 0.7593 (0.8264)  loss_vfl_aux_1: 0.7130 (0.7699)  loss_vfl_aux_2: 0.6719 (0.7359)  loss_vfl_aux_3: 0.6747 (0.7197)  loss_vfl_aux_4: 0.6730 (0.7109)  loss_vfl_aux_5: 0.7707 (0.8037)  loss_vfl_dn_0: 0.4610 (0.4657)  loss_vfl_dn_1: 0.4012 (0.4024)  loss_vfl_dn_2: 0.3793 (0.3859)  loss_vfl_dn_3: 0.3733 (0.3781)  loss_vfl_dn_4: 0.3696 (0.3752)  loss_vfl_dn_5: 0.3688 (0.3746)  time: 0.4730  data: 0.0153  max mem: 5654
Epoch: [24]  [ 700/7393]  eta: 0:56:09  lr: 0.000010  loss: 16.9242 (16.8362)  loss_bbox: 0.1559 (0.1637)  loss_bbox_aux_0: 0.1644 (0.1779)  loss_bbox_aux_1: 0.1563 (0.1691)  loss_bbox_aux_2: 0.1560 (0.1659)  loss_bbox_aux_3: 0.1579 (0.1636)  loss_bbox_aux_4: 0.1554 (0.1635)  loss_bbox_aux_5: 0.2237 (0.2191)  loss_bbox_dn_0: 0.2703 (0.2952)  loss_bbox_dn_1: 0.2015 (0.2255)  loss_bbox_dn_2: 0.1840 (0.2037)  loss_bbox_dn_3: 0.1832 (0.1966)  loss_bbox_dn_4: 0.1833 (0.1951)  loss_bbox_dn_5: 0.1832 (0.1951)  loss_giou: 0.4976 (0.4967)  loss_giou_aux_0: 0.5013 (0.5237)  loss_giou_aux_1: 0.4943 (0.5071)  loss_giou_aux_2: 0.4937 (0.5009)  loss_giou_aux_3: 0.4966 (0.4978)  loss_giou_aux_4: 0.4973 (0.4968)  loss_giou_aux_5: 0.5791 (0.5923)  loss_giou_dn_0: 0.6081 (0.6172)  loss_giou_dn_1: 0.5112 (0.5122)  loss_giou_dn_2: 0.4819 (0.4837)  loss_giou_dn_3: 0.4766 (0.4751)  loss_giou_dn_4: 0.4750 (0.4731)  loss_giou_dn_5: 0.4756 (0.4733)  loss_vfl: 0.7116 (0.7075)  loss_vfl_aux_0: 0.8359 (0.8257)  loss_vfl_aux_1: 0.7789 (0.7697)  loss_vfl_aux_2: 0.7340 (0.7353)  loss_vfl_aux_3: 0.7132 (0.7188)  loss_vfl_aux_4: 0.7084 (0.7101)  loss_vfl_aux_5: 0.8051 (0.8032)  loss_vfl_dn_0: 0.4634 (0.4653)  loss_vfl_dn_1: 0.4019 (0.4023)  loss_vfl_dn_2: 0.3871 (0.3859)  loss_vfl_dn_3: 0.3770 (0.3783)  loss_vfl_dn_4: 0.3755 (0.3753)  loss_vfl_dn_5: 0.3734 (0.3748)  time: 0.4773  data: 0.0155  max mem: 5654
Epoch: [24]  [ 800/7393]  eta: 0:54:52  lr: 0.000010  loss: 16.4055 (16.8083)  loss_bbox: 0.1421 (0.1637)  loss_bbox_aux_0: 0.1546 (0.1779)  loss_bbox_aux_1: 0.1407 (0.1690)  loss_bbox_aux_2: 0.1393 (0.1659)  loss_bbox_aux_3: 0.1393 (0.1638)  loss_bbox_aux_4: 0.1420 (0.1636)  loss_bbox_aux_5: 0.1914 (0.2191)  loss_bbox_dn_0: 0.2442 (0.2950)  loss_bbox_dn_1: 0.1880 (0.2256)  loss_bbox_dn_2: 0.1690 (0.2038)  loss_bbox_dn_3: 0.1620 (0.1968)  loss_bbox_dn_4: 0.1604 (0.1953)  loss_bbox_dn_5: 0.1603 (0.1953)  loss_giou: 0.5018 (0.4954)  loss_giou_aux_0: 0.5347 (0.5220)  loss_giou_aux_1: 0.5149 (0.5056)  loss_giou_aux_2: 0.5082 (0.4995)  loss_giou_aux_3: 0.5098 (0.4966)  loss_giou_aux_4: 0.5053 (0.4956)  loss_giou_aux_5: 0.5714 (0.5904)  loss_giou_dn_0: 0.6076 (0.6159)  loss_giou_dn_1: 0.4932 (0.5109)  loss_giou_dn_2: 0.4702 (0.4824)  loss_giou_dn_3: 0.4624 (0.4739)  loss_giou_dn_4: 0.4589 (0.4719)  loss_giou_dn_5: 0.4589 (0.4720)  loss_vfl: 0.6607 (0.7063)  loss_vfl_aux_0: 0.7297 (0.8248)  loss_vfl_aux_1: 0.7103 (0.7686)  loss_vfl_aux_2: 0.6621 (0.7340)  loss_vfl_aux_3: 0.6585 (0.7172)  loss_vfl_aux_4: 0.6664 (0.7087)  loss_vfl_aux_5: 0.7528 (0.8027)  loss_vfl_dn_0: 0.4541 (0.4651)  loss_vfl_dn_1: 0.3999 (0.4019)  loss_vfl_dn_2: 0.3790 (0.3854)  loss_vfl_dn_3: 0.3735 (0.3778)  loss_vfl_dn_4: 0.3714 (0.3748)  loss_vfl_dn_5: 0.3712 (0.3743)  time: 0.4847  data: 0.0147  max mem: 5654
Epoch: [24]  [ 900/7393]  eta: 0:53:45  lr: 0.000010  loss: 17.0460 (16.8177)  loss_bbox: 0.1576 (0.1642)  loss_bbox_aux_0: 0.1606 (0.1784)  loss_bbox_aux_1: 0.1623 (0.1694)  loss_bbox_aux_2: 0.1585 (0.1666)  loss_bbox_aux_3: 0.1514 (0.1645)  loss_bbox_aux_4: 0.1508 (0.1642)  loss_bbox_aux_5: 0.2072 (0.2190)  loss_bbox_dn_0: 0.2792 (0.2952)  loss_bbox_dn_1: 0.2151 (0.2260)  loss_bbox_dn_2: 0.1985 (0.2043)  loss_bbox_dn_3: 0.1900 (0.1973)  loss_bbox_dn_4: 0.1869 (0.1958)  loss_bbox_dn_5: 0.1868 (0.1958)  loss_giou: 0.4922 (0.4965)  loss_giou_aux_0: 0.5247 (0.5232)  loss_giou_aux_1: 0.5056 (0.5066)  loss_giou_aux_2: 0.5028 (0.5007)  loss_giou_aux_3: 0.4943 (0.4976)  loss_giou_aux_4: 0.4951 (0.4967)  loss_giou_aux_5: 0.6000 (0.5913)  loss_giou_dn_0: 0.6217 (0.6169)  loss_giou_dn_1: 0.5129 (0.5119)  loss_giou_dn_2: 0.4928 (0.4836)  loss_giou_dn_3: 0.4813 (0.4750)  loss_giou_dn_4: 0.4804 (0.4730)  loss_giou_dn_5: 0.4804 (0.4732)  loss_vfl: 0.6874 (0.7049)  loss_vfl_aux_0: 0.8110 (0.8229)  loss_vfl_aux_1: 0.7616 (0.7674)  loss_vfl_aux_2: 0.7056 (0.7323)  loss_vfl_aux_3: 0.7114 (0.7160)  loss_vfl_aux_4: 0.6969 (0.7075)  loss_vfl_aux_5: 0.7772 (0.8011)  loss_vfl_dn_0: 0.4559 (0.4647)  loss_vfl_dn_1: 0.4047 (0.4018)  loss_vfl_dn_2: 0.3907 (0.3854)  loss_vfl_dn_3: 0.3814 (0.3778)  loss_vfl_dn_4: 0.3803 (0.3749)  loss_vfl_dn_5: 0.3769 (0.3743)  time: 0.4713  data: 0.0146  max mem: 5654
Epoch: [24]  [1000/7393]  eta: 0:52:38  lr: 0.000010  loss: 16.3805 (16.8083)  loss_bbox: 0.1635 (0.1642)  loss_bbox_aux_0: 0.1695 (0.1781)  loss_bbox_aux_1: 0.1667 (0.1693)  loss_bbox_aux_2: 0.1644 (0.1666)  loss_bbox_aux_3: 0.1653 (0.1645)  loss_bbox_aux_4: 0.1644 (0.1641)  loss_bbox_aux_5: 0.2010 (0.2187)  loss_bbox_dn_0: 0.2708 (0.2951)  loss_bbox_dn_1: 0.1988 (0.2258)  loss_bbox_dn_2: 0.1880 (0.2041)  loss_bbox_dn_3: 0.1852 (0.1971)  loss_bbox_dn_4: 0.1845 (0.1956)  loss_bbox_dn_5: 0.1832 (0.1956)  loss_giou: 0.5121 (0.4962)  loss_giou_aux_0: 0.5309 (0.5225)  loss_giou_aux_1: 0.5175 (0.5063)  loss_giou_aux_2: 0.5278 (0.5004)  loss_giou_aux_3: 0.5153 (0.4974)  loss_giou_aux_4: 0.5122 (0.4964)  loss_giou_aux_5: 0.5875 (0.5909)  loss_giou_dn_0: 0.6174 (0.6171)  loss_giou_dn_1: 0.5142 (0.5121)  loss_giou_dn_2: 0.4866 (0.4837)  loss_giou_dn_3: 0.4805 (0.4752)  loss_giou_dn_4: 0.4802 (0.4732)  loss_giou_dn_5: 0.4801 (0.4733)  loss_vfl: 0.6723 (0.7042)  loss_vfl_aux_0: 0.7849 (0.8222)  loss_vfl_aux_1: 0.7324 (0.7664)  loss_vfl_aux_2: 0.6860 (0.7314)  loss_vfl_aux_3: 0.6704 (0.7150)  loss_vfl_aux_4: 0.6674 (0.7066)  loss_vfl_aux_5: 0.7820 (0.8000)  loss_vfl_dn_0: 0.4598 (0.4647)  loss_vfl_dn_1: 0.3996 (0.4019)  loss_vfl_dn_2: 0.3772 (0.3855)  loss_vfl_dn_3: 0.3725 (0.3779)  loss_vfl_dn_4: 0.3707 (0.3750)  loss_vfl_dn_5: 0.3681 (0.3744)  time: 0.4759  data: 0.0149  max mem: 5654
Epoch: [24]  [1100/7393]  eta: 0:51:39  lr: 0.000010  loss: 16.7902 (16.8101)  loss_bbox: 0.1596 (0.1640)  loss_bbox_aux_0: 0.1667 (0.1779)  loss_bbox_aux_1: 0.1638 (0.1692)  loss_bbox_aux_2: 0.1606 (0.1663)  loss_bbox_aux_3: 0.1634 (0.1642)  loss_bbox_aux_4: 0.1601 (0.1640)  loss_bbox_aux_5: 0.2182 (0.2188)  loss_bbox_dn_0: 0.3036 (0.2953)  loss_bbox_dn_1: 0.2338 (0.2259)  loss_bbox_dn_2: 0.2052 (0.2042)  loss_bbox_dn_3: 0.2029 (0.1972)  loss_bbox_dn_4: 0.2019 (0.1957)  loss_bbox_dn_5: 0.2019 (0.1957)  loss_giou: 0.4936 (0.4955)  loss_giou_aux_0: 0.5055 (0.5217)  loss_giou_aux_1: 0.5005 (0.5055)  loss_giou_aux_2: 0.5087 (0.4996)  loss_giou_aux_3: 0.4868 (0.4965)  loss_giou_aux_4: 0.4918 (0.4957)  loss_giou_aux_5: 0.5658 (0.5903)  loss_giou_dn_0: 0.5986 (0.6163)  loss_giou_dn_1: 0.4813 (0.5112)  loss_giou_dn_2: 0.4640 (0.4829)  loss_giou_dn_3: 0.4583 (0.4744)  loss_giou_dn_4: 0.4595 (0.4724)  loss_giou_dn_5: 0.4628 (0.4725)  loss_vfl: 0.7342 (0.7056)  loss_vfl_aux_0: 0.8429 (0.8240)  loss_vfl_aux_1: 0.7994 (0.7684)  loss_vfl_aux_2: 0.8006 (0.7338)  loss_vfl_aux_3: 0.7475 (0.7170)  loss_vfl_aux_4: 0.7524 (0.7080)  loss_vfl_aux_5: 0.8032 (0.8010)  loss_vfl_dn_0: 0.4632 (0.4648)  loss_vfl_dn_1: 0.3930 (0.4018)  loss_vfl_dn_2: 0.3738 (0.3854)  loss_vfl_dn_3: 0.3663 (0.3779)  loss_vfl_dn_4: 0.3640 (0.3751)  loss_vfl_dn_5: 0.3648 (0.3745)  time: 0.4755  data: 0.0143  max mem: 5654
Epoch: [24]  [1200/7393]  eta: 0:50:42  lr: 0.000010  loss: 17.5117 (16.8037)  loss_bbox: 0.1608 (0.1643)  loss_bbox_aux_0: 0.1777 (0.1779)  loss_bbox_aux_1: 0.1644 (0.1694)  loss_bbox_aux_2: 0.1735 (0.1664)  loss_bbox_aux_3: 0.1647 (0.1645)  loss_bbox_aux_4: 0.1629 (0.1642)  loss_bbox_aux_5: 0.2213 (0.2187)  loss_bbox_dn_0: 0.2858 (0.2956)  loss_bbox_dn_1: 0.2204 (0.2261)  loss_bbox_dn_2: 0.1961 (0.2043)  loss_bbox_dn_3: 0.1885 (0.1974)  loss_bbox_dn_4: 0.1877 (0.1959)  loss_bbox_dn_5: 0.1877 (0.1959)  loss_giou: 0.5046 (0.4950)  loss_giou_aux_0: 0.5404 (0.5208)  loss_giou_aux_1: 0.5195 (0.5048)  loss_giou_aux_2: 0.5132 (0.4989)  loss_giou_aux_3: 0.5082 (0.4959)  loss_giou_aux_4: 0.4996 (0.4952)  loss_giou_aux_5: 0.6160 (0.5895)  loss_giou_dn_0: 0.6384 (0.6159)  loss_giou_dn_1: 0.5246 (0.5107)  loss_giou_dn_2: 0.4981 (0.4824)  loss_giou_dn_3: 0.4894 (0.4739)  loss_giou_dn_4: 0.4881 (0.4719)  loss_giou_dn_5: 0.4881 (0.4720)  loss_vfl: 0.7232 (0.7053)  loss_vfl_aux_0: 0.8425 (0.8240)  loss_vfl_aux_1: 0.7811 (0.7683)  loss_vfl_aux_2: 0.7462 (0.7337)  loss_vfl_aux_3: 0.7400 (0.7169)  loss_vfl_aux_4: 0.7212 (0.7077)  loss_vfl_aux_5: 0.7922 (0.8008)  loss_vfl_dn_0: 0.4699 (0.4647)  loss_vfl_dn_1: 0.4125 (0.4018)  loss_vfl_dn_2: 0.3953 (0.3854)  loss_vfl_dn_3: 0.3900 (0.3779)  loss_vfl_dn_4: 0.3870 (0.3751)  loss_vfl_dn_5: 0.3865 (0.3745)  time: 0.4735  data: 0.0147  max mem: 5654
Epoch: [24]  [1300/7393]  eta: 0:49:45  lr: 0.000010  loss: 16.7855 (16.7902)  loss_bbox: 0.1395 (0.1638)  loss_bbox_aux_0: 0.1611 (0.1773)  loss_bbox_aux_1: 0.1530 (0.1688)  loss_bbox_aux_2: 0.1476 (0.1659)  loss_bbox_aux_3: 0.1443 (0.1639)  loss_bbox_aux_4: 0.1415 (0.1637)  loss_bbox_aux_5: 0.1956 (0.2180)  loss_bbox_dn_0: 0.2383 (0.2937)  loss_bbox_dn_1: 0.1742 (0.2246)  loss_bbox_dn_2: 0.1630 (0.2030)  loss_bbox_dn_3: 0.1539 (0.1960)  loss_bbox_dn_4: 0.1534 (0.1945)  loss_bbox_dn_5: 0.1534 (0.1945)  loss_giou: 0.5054 (0.4957)  loss_giou_aux_0: 0.5533 (0.5215)  loss_giou_aux_1: 0.5175 (0.5056)  loss_giou_aux_2: 0.5076 (0.4996)  loss_giou_aux_3: 0.5063 (0.4966)  loss_giou_aux_4: 0.5108 (0.4959)  loss_giou_aux_5: 0.6395 (0.5902)  loss_giou_dn_0: 0.6280 (0.6161)  loss_giou_dn_1: 0.5274 (0.5111)  loss_giou_dn_2: 0.4983 (0.4828)  loss_giou_dn_3: 0.4931 (0.4742)  loss_giou_dn_4: 0.4904 (0.4723)  loss_giou_dn_5: 0.4909 (0.4724)  loss_vfl: 0.6912 (0.7042)  loss_vfl_aux_0: 0.8082 (0.8227)  loss_vfl_aux_1: 0.7383 (0.7673)  loss_vfl_aux_2: 0.7242 (0.7328)  loss_vfl_aux_3: 0.6937 (0.7160)  loss_vfl_aux_4: 0.7016 (0.7066)  loss_vfl_aux_5: 0.7751 (0.7999)  loss_vfl_dn_0: 0.4647 (0.4646)  loss_vfl_dn_1: 0.4030 (0.4017)  loss_vfl_dn_2: 0.3841 (0.3854)  loss_vfl_dn_3: 0.3804 (0.3779)  loss_vfl_dn_4: 0.3806 (0.3751)  loss_vfl_dn_5: 0.3792 (0.3745)  time: 0.4772  data: 0.0152  max mem: 5654
Epoch: [24]  [1400/7393]  eta: 0:48:47  lr: 0.000010  loss: 17.2541 (16.7901)  loss_bbox: 0.1665 (0.1639)  loss_bbox_aux_0: 0.1724 (0.1773)  loss_bbox_aux_1: 0.1609 (0.1688)  loss_bbox_aux_2: 0.1594 (0.1658)  loss_bbox_aux_3: 0.1687 (0.1641)  loss_bbox_aux_4: 0.1672 (0.1639)  loss_bbox_aux_5: 0.2208 (0.2178)  loss_bbox_dn_0: 0.2832 (0.2933)  loss_bbox_dn_1: 0.2216 (0.2243)  loss_bbox_dn_2: 0.1988 (0.2028)  loss_bbox_dn_3: 0.1950 (0.1958)  loss_bbox_dn_4: 0.1948 (0.1943)  loss_bbox_dn_5: 0.1949 (0.1943)  loss_giou: 0.5395 (0.4955)  loss_giou_aux_0: 0.5740 (0.5213)  loss_giou_aux_1: 0.5526 (0.5053)  loss_giou_aux_2: 0.5421 (0.4992)  loss_giou_aux_3: 0.5512 (0.4964)  loss_giou_aux_4: 0.5469 (0.4957)  loss_giou_aux_5: 0.6373 (0.5897)  loss_giou_dn_0: 0.6464 (0.6159)  loss_giou_dn_1: 0.5417 (0.5109)  loss_giou_dn_2: 0.5179 (0.4827)  loss_giou_dn_3: 0.5080 (0.4741)  loss_giou_dn_4: 0.5066 (0.4721)  loss_giou_dn_5: 0.5064 (0.4723)  loss_vfl: 0.6924 (0.7046)  loss_vfl_aux_0: 0.8228 (0.8233)  loss_vfl_aux_1: 0.7534 (0.7683)  loss_vfl_aux_2: 0.7177 (0.7336)  loss_vfl_aux_3: 0.7025 (0.7164)  loss_vfl_aux_4: 0.7031 (0.7070)  loss_vfl_aux_5: 0.7857 (0.7999)  loss_vfl_dn_0: 0.4606 (0.4646)  loss_vfl_dn_1: 0.4020 (0.4017)  loss_vfl_dn_2: 0.3873 (0.3855)  loss_vfl_dn_3: 0.3829 (0.3780)  loss_vfl_dn_4: 0.3817 (0.3752)  loss_vfl_dn_5: 0.3812 (0.3745)  time: 0.4839  data: 0.0138  max mem: 5654
Epoch: [24]  [1500/7393]  eta: 0:47:52  lr: 0.000010  loss: 16.4780 (16.8030)  loss_bbox: 0.1599 (0.1645)  loss_bbox_aux_0: 0.1710 (0.1776)  loss_bbox_aux_1: 0.1663 (0.1693)  loss_bbox_aux_2: 0.1651 (0.1663)  loss_bbox_aux_3: 0.1622 (0.1646)  loss_bbox_aux_4: 0.1616 (0.1645)  loss_bbox_aux_5: 0.2104 (0.2180)  loss_bbox_dn_0: 0.2821 (0.2937)  loss_bbox_dn_1: 0.2200 (0.2248)  loss_bbox_dn_2: 0.1977 (0.2032)  loss_bbox_dn_3: 0.1928 (0.1962)  loss_bbox_dn_4: 0.1934 (0.1947)  loss_bbox_dn_5: 0.1937 (0.1947)  loss_giou: 0.4536 (0.4956)  loss_giou_aux_0: 0.4800 (0.5212)  loss_giou_aux_1: 0.4749 (0.5053)  loss_giou_aux_2: 0.4516 (0.4993)  loss_giou_aux_3: 0.4570 (0.4964)  loss_giou_aux_4: 0.4574 (0.4958)  loss_giou_aux_5: 0.5661 (0.5898)  loss_giou_dn_0: 0.6015 (0.6160)  loss_giou_dn_1: 0.4954 (0.5110)  loss_giou_dn_2: 0.4674 (0.4828)  loss_giou_dn_3: 0.4500 (0.4742)  loss_giou_dn_4: 0.4458 (0.4722)  loss_giou_dn_5: 0.4460 (0.4724)  loss_vfl: 0.6727 (0.7050)  loss_vfl_aux_0: 0.8447 (0.8240)  loss_vfl_aux_1: 0.7664 (0.7692)  loss_vfl_aux_2: 0.7204 (0.7344)  loss_vfl_aux_3: 0.6911 (0.7172)  loss_vfl_aux_4: 0.6820 (0.7076)  loss_vfl_aux_5: 0.8096 (0.8006)  loss_vfl_dn_0: 0.4557 (0.4649)  loss_vfl_dn_1: 0.3973 (0.4020)  loss_vfl_dn_2: 0.3801 (0.3857)  loss_vfl_dn_3: 0.3713 (0.3782)  loss_vfl_dn_4: 0.3715 (0.3754)  loss_vfl_dn_5: 0.3692 (0.3747)  time: 0.4714  data: 0.0144  max mem: 5654
Epoch: [24]  [1600/7393]  eta: 0:46:56  lr: 0.000010  loss: 16.2470 (16.7873)  loss_bbox: 0.1569 (0.1641)  loss_bbox_aux_0: 0.1579 (0.1772)  loss_bbox_aux_1: 0.1520 (0.1688)  loss_bbox_aux_2: 0.1419 (0.1659)  loss_bbox_aux_3: 0.1510 (0.1642)  loss_bbox_aux_4: 0.1485 (0.1641)  loss_bbox_aux_5: 0.2029 (0.2178)  loss_bbox_dn_0: 0.2725 (0.2936)  loss_bbox_dn_1: 0.2022 (0.2245)  loss_bbox_dn_2: 0.1671 (0.2029)  loss_bbox_dn_3: 0.1637 (0.1959)  loss_bbox_dn_4: 0.1622 (0.1945)  loss_bbox_dn_5: 0.1619 (0.1944)  loss_giou: 0.4668 (0.4951)  loss_giou_aux_0: 0.4795 (0.5207)  loss_giou_aux_1: 0.4667 (0.5048)  loss_giou_aux_2: 0.4593 (0.4988)  loss_giou_aux_3: 0.4593 (0.4960)  loss_giou_aux_4: 0.4663 (0.4953)  loss_giou_aux_5: 0.5442 (0.5893)  loss_giou_dn_0: 0.5877 (0.6156)  loss_giou_dn_1: 0.4738 (0.5106)  loss_giou_dn_2: 0.4390 (0.4823)  loss_giou_dn_3: 0.4271 (0.4737)  loss_giou_dn_4: 0.4245 (0.4717)  loss_giou_dn_5: 0.4244 (0.4719)  loss_vfl: 0.6857 (0.7043)  loss_vfl_aux_0: 0.8131 (0.8233)  loss_vfl_aux_1: 0.7551 (0.7686)  loss_vfl_aux_2: 0.7112 (0.7336)  loss_vfl_aux_3: 0.6998 (0.7165)  loss_vfl_aux_4: 0.6993 (0.7069)  loss_vfl_aux_5: 0.7821 (0.8000)  loss_vfl_dn_0: 0.4629 (0.4648)  loss_vfl_dn_1: 0.3964 (0.4019)  loss_vfl_dn_2: 0.3804 (0.3855)  loss_vfl_dn_3: 0.3745 (0.3781)  loss_vfl_dn_4: 0.3749 (0.3753)  loss_vfl_dn_5: 0.3753 (0.3746)  time: 0.4720  data: 0.0149  max mem: 5654
Epoch: [24]  [1700/7393]  eta: 0:46:03  lr: 0.000010  loss: 17.0275 (16.7903)  loss_bbox: 0.1632 (0.1645)  loss_bbox_aux_0: 0.1647 (0.1774)  loss_bbox_aux_1: 0.1516 (0.1691)  loss_bbox_aux_2: 0.1593 (0.1663)  loss_bbox_aux_3: 0.1632 (0.1645)  loss_bbox_aux_4: 0.1607 (0.1644)  loss_bbox_aux_5: 0.2096 (0.2182)  loss_bbox_dn_0: 0.2804 (0.2948)  loss_bbox_dn_1: 0.2129 (0.2253)  loss_bbox_dn_2: 0.1870 (0.2036)  loss_bbox_dn_3: 0.1763 (0.1966)  loss_bbox_dn_4: 0.1752 (0.1951)  loss_bbox_dn_5: 0.1750 (0.1951)  loss_giou: 0.4782 (0.4943)  loss_giou_aux_0: 0.5019 (0.5197)  loss_giou_aux_1: 0.4939 (0.5038)  loss_giou_aux_2: 0.4823 (0.4979)  loss_giou_aux_3: 0.4872 (0.4952)  loss_giou_aux_4: 0.4852 (0.4944)  loss_giou_aux_5: 0.5637 (0.5885)  loss_giou_dn_0: 0.6137 (0.6150)  loss_giou_dn_1: 0.5030 (0.5099)  loss_giou_dn_2: 0.4752 (0.4816)  loss_giou_dn_3: 0.4630 (0.4730)  loss_giou_dn_4: 0.4618 (0.4709)  loss_giou_dn_5: 0.4617 (0.4711)  loss_vfl: 0.6905 (0.7050)  loss_vfl_aux_0: 0.8115 (0.8249)  loss_vfl_aux_1: 0.7752 (0.7696)  loss_vfl_aux_2: 0.7359 (0.7346)  loss_vfl_aux_3: 0.6951 (0.7173)  loss_vfl_aux_4: 0.6912 (0.7079)  loss_vfl_aux_5: 0.7907 (0.8011)  loss_vfl_dn_0: 0.4630 (0.4649)  loss_vfl_dn_1: 0.4040 (0.4018)  loss_vfl_dn_2: 0.3912 (0.3855)  loss_vfl_dn_3: 0.3791 (0.3780)  loss_vfl_dn_4: 0.3761 (0.3752)  loss_vfl_dn_5: 0.3757 (0.3745)  time: 0.4700  data: 0.0140  max mem: 5654
Epoch: [24]  [1800/7393]  eta: 0:45:08  lr: 0.000010  loss: 17.2296 (16.7837)  loss_bbox: 0.1486 (0.1644)  loss_bbox_aux_0: 0.1656 (0.1772)  loss_bbox_aux_1: 0.1529 (0.1689)  loss_bbox_aux_2: 0.1545 (0.1661)  loss_bbox_aux_3: 0.1517 (0.1644)  loss_bbox_aux_4: 0.1522 (0.1643)  loss_bbox_aux_5: 0.2015 (0.2180)  loss_bbox_dn_0: 0.2657 (0.2940)  loss_bbox_dn_1: 0.1998 (0.2246)  loss_bbox_dn_2: 0.1835 (0.2030)  loss_bbox_dn_3: 0.1759 (0.1959)  loss_bbox_dn_4: 0.1747 (0.1945)  loss_bbox_dn_5: 0.1742 (0.1945)  loss_giou: 0.5107 (0.4943)  loss_giou_aux_0: 0.5091 (0.5196)  loss_giou_aux_1: 0.5100 (0.5038)  loss_giou_aux_2: 0.5068 (0.4981)  loss_giou_aux_3: 0.5089 (0.4952)  loss_giou_aux_4: 0.5105 (0.4945)  loss_giou_aux_5: 0.5899 (0.5884)  loss_giou_dn_0: 0.6097 (0.6148)  loss_giou_dn_1: 0.5215 (0.5098)  loss_giou_dn_2: 0.4961 (0.4815)  loss_giou_dn_3: 0.4831 (0.4729)  loss_giou_dn_4: 0.4802 (0.4709)  loss_giou_dn_5: 0.4803 (0.4711)  loss_vfl: 0.7194 (0.7049)  loss_vfl_aux_0: 0.8155 (0.8246)  loss_vfl_aux_1: 0.7708 (0.7697)  loss_vfl_aux_2: 0.7131 (0.7343)  loss_vfl_aux_3: 0.7327 (0.7172)  loss_vfl_aux_4: 0.7174 (0.7079)  loss_vfl_aux_5: 0.7848 (0.8007)  loss_vfl_dn_0: 0.4600 (0.4648)  loss_vfl_dn_1: 0.4012 (0.4018)  loss_vfl_dn_2: 0.3862 (0.3855)  loss_vfl_dn_3: 0.3793 (0.3780)  loss_vfl_dn_4: 0.3784 (0.3752)  loss_vfl_dn_5: 0.3769 (0.3745)  time: 0.4627  data: 0.0140  max mem: 5654
Epoch: [24]  [1900/7393]  eta: 0:44:15  lr: 0.000010  loss: 16.8332 (16.7873)  loss_bbox: 0.1632 (0.1644)  loss_bbox_aux_0: 0.1773 (0.1773)  loss_bbox_aux_1: 0.1677 (0.1690)  loss_bbox_aux_2: 0.1631 (0.1662)  loss_bbox_aux_3: 0.1619 (0.1645)  loss_bbox_aux_4: 0.1603 (0.1644)  loss_bbox_aux_5: 0.2090 (0.2180)  loss_bbox_dn_0: 0.2834 (0.2941)  loss_bbox_dn_1: 0.2140 (0.2248)  loss_bbox_dn_2: 0.1989 (0.2031)  loss_bbox_dn_3: 0.1938 (0.1961)  loss_bbox_dn_4: 0.1890 (0.1946)  loss_bbox_dn_5: 0.1891 (0.1946)  loss_giou: 0.4936 (0.4942)  loss_giou_aux_0: 0.5147 (0.5194)  loss_giou_aux_1: 0.5082 (0.5036)  loss_giou_aux_2: 0.4972 (0.4980)  loss_giou_aux_3: 0.4974 (0.4951)  loss_giou_aux_4: 0.4917 (0.4944)  loss_giou_aux_5: 0.5704 (0.5881)  loss_giou_dn_0: 0.6118 (0.6146)  loss_giou_dn_1: 0.5108 (0.5096)  loss_giou_dn_2: 0.4811 (0.4813)  loss_giou_dn_3: 0.4739 (0.4727)  loss_giou_dn_4: 0.4731 (0.4707)  loss_giou_dn_5: 0.4734 (0.4709)  loss_vfl: 0.7105 (0.7054)  loss_vfl_aux_0: 0.8420 (0.8252)  loss_vfl_aux_1: 0.7748 (0.7704)  loss_vfl_aux_2: 0.7323 (0.7348)  loss_vfl_aux_3: 0.7214 (0.7177)  loss_vfl_aux_4: 0.7113 (0.7083)  loss_vfl_aux_5: 0.8254 (0.8021)  loss_vfl_dn_0: 0.4692 (0.4648)  loss_vfl_dn_1: 0.3989 (0.4018)  loss_vfl_dn_2: 0.3788 (0.3855)  loss_vfl_dn_3: 0.3731 (0.3779)  loss_vfl_dn_4: 0.3692 (0.3752)  loss_vfl_dn_5: 0.3686 (0.3745)  time: 0.4594  data: 0.0139  max mem: 5654
Epoch: [24]  [2000/7393]  eta: 0:43:23  lr: 0.000010  loss: 16.6170 (16.7809)  loss_bbox: 0.1476 (0.1641)  loss_bbox_aux_0: 0.1592 (0.1771)  loss_bbox_aux_1: 0.1438 (0.1686)  loss_bbox_aux_2: 0.1481 (0.1659)  loss_bbox_aux_3: 0.1465 (0.1642)  loss_bbox_aux_4: 0.1476 (0.1641)  loss_bbox_aux_5: 0.2061 (0.2177)  loss_bbox_dn_0: 0.2646 (0.2938)  loss_bbox_dn_1: 0.2023 (0.2244)  loss_bbox_dn_2: 0.1794 (0.2028)  loss_bbox_dn_3: 0.1741 (0.1958)  loss_bbox_dn_4: 0.1721 (0.1943)  loss_bbox_dn_5: 0.1723 (0.1943)  loss_giou: 0.4861 (0.4944)  loss_giou_aux_0: 0.4964 (0.5196)  loss_giou_aux_1: 0.4875 (0.5037)  loss_giou_aux_2: 0.4792 (0.4981)  loss_giou_aux_3: 0.4888 (0.4953)  loss_giou_aux_4: 0.4815 (0.4945)  loss_giou_aux_5: 0.5798 (0.5881)  loss_giou_dn_0: 0.5954 (0.6145)  loss_giou_dn_1: 0.5042 (0.5095)  loss_giou_dn_2: 0.4729 (0.4812)  loss_giou_dn_3: 0.4633 (0.4726)  loss_giou_dn_4: 0.4584 (0.4706)  loss_giou_dn_5: 0.4593 (0.4708)  loss_vfl: 0.7201 (0.7050)  loss_vfl_aux_0: 0.8240 (0.8245)  loss_vfl_aux_1: 0.7746 (0.7701)  loss_vfl_aux_2: 0.7319 (0.7345)  loss_vfl_aux_3: 0.7216 (0.7171)  loss_vfl_aux_4: 0.7142 (0.7080)  loss_vfl_aux_5: 0.7850 (0.8021)  loss_vfl_dn_0: 0.4621 (0.4648)  loss_vfl_dn_1: 0.4079 (0.4018)  loss_vfl_dn_2: 0.3855 (0.3854)  loss_vfl_dn_3: 0.3790 (0.3779)  loss_vfl_dn_4: 0.3757 (0.3751)  loss_vfl_dn_5: 0.3758 (0.3744)  time: 0.4719  data: 0.0141  max mem: 5654
Epoch: [24]  [2100/7393]  eta: 0:42:30  lr: 0.000010  loss: 17.4547 (16.7839)  loss_bbox: 0.1689 (0.1639)  loss_bbox_aux_0: 0.1786 (0.1770)  loss_bbox_aux_1: 0.1718 (0.1684)  loss_bbox_aux_2: 0.1752 (0.1657)  loss_bbox_aux_3: 0.1687 (0.1641)  loss_bbox_aux_4: 0.1689 (0.1639)  loss_bbox_aux_5: 0.2199 (0.2175)  loss_bbox_dn_0: 0.3080 (0.2932)  loss_bbox_dn_1: 0.2335 (0.2240)  loss_bbox_dn_2: 0.2171 (0.2023)  loss_bbox_dn_3: 0.2109 (0.1953)  loss_bbox_dn_4: 0.2086 (0.1938)  loss_bbox_dn_5: 0.2088 (0.1938)  loss_giou: 0.5234 (0.4953)  loss_giou_aux_0: 0.5565 (0.5206)  loss_giou_aux_1: 0.5406 (0.5046)  loss_giou_aux_2: 0.5354 (0.4991)  loss_giou_aux_3: 0.5220 (0.4962)  loss_giou_aux_4: 0.5202 (0.4954)  loss_giou_aux_5: 0.6222 (0.5892)  loss_giou_dn_0: 0.6355 (0.6149)  loss_giou_dn_1: 0.5348 (0.5099)  loss_giou_dn_2: 0.5070 (0.4815)  loss_giou_dn_3: 0.4909 (0.4729)  loss_giou_dn_4: 0.4875 (0.4710)  loss_giou_dn_5: 0.4875 (0.4711)  loss_vfl: 0.7178 (0.7049)  loss_vfl_aux_0: 0.8192 (0.8239)  loss_vfl_aux_1: 0.7814 (0.7700)  loss_vfl_aux_2: 0.7330 (0.7342)  loss_vfl_aux_3: 0.7230 (0.7171)  loss_vfl_aux_4: 0.7174 (0.7079)  loss_vfl_aux_5: 0.7791 (0.8015)  loss_vfl_dn_0: 0.4630 (0.4648)  loss_vfl_dn_1: 0.4039 (0.4018)  loss_vfl_dn_2: 0.3901 (0.3855)  loss_vfl_dn_3: 0.3832 (0.3779)  loss_vfl_dn_4: 0.3844 (0.3752)  loss_vfl_dn_5: 0.3833 (0.3745)  time: 0.4598  data: 0.0142  max mem: 5654
Epoch: [24]  [2200/7393]  eta: 0:41:38  lr: 0.000010  loss: 16.7467 (16.7856)  loss_bbox: 0.1530 (0.1639)  loss_bbox_aux_0: 0.1717 (0.1771)  loss_bbox_aux_1: 0.1601 (0.1685)  loss_bbox_aux_2: 0.1521 (0.1656)  loss_bbox_aux_3: 0.1474 (0.1640)  loss_bbox_aux_4: 0.1492 (0.1639)  loss_bbox_aux_5: 0.2093 (0.2175)  loss_bbox_dn_0: 0.2811 (0.2932)  loss_bbox_dn_1: 0.2101 (0.2238)  loss_bbox_dn_2: 0.1861 (0.2021)  loss_bbox_dn_3: 0.1791 (0.1951)  loss_bbox_dn_4: 0.1795 (0.1936)  loss_bbox_dn_5: 0.1795 (0.1936)  loss_giou: 0.5253 (0.4958)  loss_giou_aux_0: 0.5433 (0.5212)  loss_giou_aux_1: 0.5201 (0.5052)  loss_giou_aux_2: 0.5259 (0.4997)  loss_giou_aux_3: 0.5276 (0.4967)  loss_giou_aux_4: 0.5255 (0.4960)  loss_giou_aux_5: 0.6193 (0.5900)  loss_giou_dn_0: 0.6457 (0.6153)  loss_giou_dn_1: 0.5342 (0.5102)  loss_giou_dn_2: 0.5109 (0.4818)  loss_giou_dn_3: 0.4993 (0.4732)  loss_giou_dn_4: 0.4948 (0.4712)  loss_giou_dn_5: 0.4949 (0.4713)  loss_vfl: 0.7250 (0.7047)  loss_vfl_aux_0: 0.8051 (0.8231)  loss_vfl_aux_1: 0.7541 (0.7693)  loss_vfl_aux_2: 0.7358 (0.7337)  loss_vfl_aux_3: 0.7408 (0.7170)  loss_vfl_aux_4: 0.7367 (0.7077)  loss_vfl_aux_5: 0.8105 (0.8008)  loss_vfl_dn_0: 0.4663 (0.4647)  loss_vfl_dn_1: 0.4057 (0.4018)  loss_vfl_dn_2: 0.3854 (0.3855)  loss_vfl_dn_3: 0.3800 (0.3779)  loss_vfl_dn_4: 0.3774 (0.3752)  loss_vfl_dn_5: 0.3785 (0.3745)  time: 0.4709  data: 0.0143  max mem: 5654
Epoch: [24]  [2300/7393]  eta: 0:41:00  lr: 0.000010  loss: 16.9585 (16.7892)  loss_bbox: 0.1552 (0.1639)  loss_bbox_aux_0: 0.1705 (0.1771)  loss_bbox_aux_1: 0.1637 (0.1685)  loss_bbox_aux_2: 0.1574 (0.1657)  loss_bbox_aux_3: 0.1554 (0.1641)  loss_bbox_aux_4: 0.1551 (0.1639)  loss_bbox_aux_5: 0.2064 (0.2175)  loss_bbox_dn_0: 0.2988 (0.2933)  loss_bbox_dn_1: 0.2303 (0.2239)  loss_bbox_dn_2: 0.2073 (0.2022)  loss_bbox_dn_3: 0.2043 (0.1951)  loss_bbox_dn_4: 0.2030 (0.1937)  loss_bbox_dn_5: 0.2031 (0.1937)  loss_giou: 0.5147 (0.4962)  loss_giou_aux_0: 0.5494 (0.5217)  loss_giou_aux_1: 0.5401 (0.5058)  loss_giou_aux_2: 0.5209 (0.5001)  loss_giou_aux_3: 0.5241 (0.4971)  loss_giou_aux_4: 0.5140 (0.4963)  loss_giou_aux_5: 0.6154 (0.5905)  loss_giou_dn_0: 0.6209 (0.6158)  loss_giou_dn_1: 0.5123 (0.5106)  loss_giou_dn_2: 0.4906 (0.4822)  loss_giou_dn_3: 0.4850 (0.4736)  loss_giou_dn_4: 0.4840 (0.4716)  loss_giou_dn_5: 0.4839 (0.4718)  loss_vfl: 0.6802 (0.7046)  loss_vfl_aux_0: 0.7789 (0.8225)  loss_vfl_aux_1: 0.7265 (0.7686)  loss_vfl_aux_2: 0.6918 (0.7334)  loss_vfl_aux_3: 0.6746 (0.7168)  loss_vfl_aux_4: 0.6719 (0.7075)  loss_vfl_aux_5: 0.7717 (0.8003)  loss_vfl_dn_0: 0.4643 (0.4647)  loss_vfl_dn_1: 0.4050 (0.4018)  loss_vfl_dn_2: 0.3857 (0.3855)  loss_vfl_dn_3: 0.3808 (0.3779)  loss_vfl_dn_4: 0.3781 (0.3752)  loss_vfl_dn_5: 0.3786 (0.3745)  time: 0.4546  data: 0.0145  max mem: 5654
Epoch: [24]  [2400/7393]  eta: 0:40:07  lr: 0.000010  loss: 16.7665 (16.7989)  loss_bbox: 0.1593 (0.1642)  loss_bbox_aux_0: 0.1757 (0.1772)  loss_bbox_aux_1: 0.1598 (0.1688)  loss_bbox_aux_2: 0.1660 (0.1661)  loss_bbox_aux_3: 0.1580 (0.1643)  loss_bbox_aux_4: 0.1595 (0.1641)  loss_bbox_aux_5: 0.2010 (0.2176)  loss_bbox_dn_0: 0.2720 (0.2933)  loss_bbox_dn_1: 0.1975 (0.2240)  loss_bbox_dn_2: 0.1853 (0.2023)  loss_bbox_dn_3: 0.1773 (0.1952)  loss_bbox_dn_4: 0.1755 (0.1937)  loss_bbox_dn_5: 0.1755 (0.1937)  loss_giou: 0.5022 (0.4968)  loss_giou_aux_0: 0.5194 (0.5223)  loss_giou_aux_1: 0.4908 (0.5065)  loss_giou_aux_2: 0.5004 (0.5008)  loss_giou_aux_3: 0.4991 (0.4977)  loss_giou_aux_4: 0.4995 (0.4969)  loss_giou_aux_5: 0.6043 (0.5911)  loss_giou_dn_0: 0.6229 (0.6162)  loss_giou_dn_1: 0.5180 (0.5111)  loss_giou_dn_2: 0.4872 (0.4826)  loss_giou_dn_3: 0.4773 (0.4741)  loss_giou_dn_4: 0.4761 (0.4721)  loss_giou_dn_5: 0.4764 (0.4722)  loss_vfl: 0.6524 (0.7045)  loss_vfl_aux_0: 0.7965 (0.8227)  loss_vfl_aux_1: 0.7339 (0.7686)  loss_vfl_aux_2: 0.7019 (0.7332)  loss_vfl_aux_3: 0.6792 (0.7168)  loss_vfl_aux_4: 0.6621 (0.7075)  loss_vfl_aux_5: 0.7883 (0.8003)  loss_vfl_dn_0: 0.4605 (0.4648)  loss_vfl_dn_1: 0.4007 (0.4019)  loss_vfl_dn_2: 0.3861 (0.3857)  loss_vfl_dn_3: 0.3751 (0.3781)  loss_vfl_dn_4: 0.3731 (0.3753)  loss_vfl_dn_5: 0.3706 (0.3746)  time: 0.4522  data: 0.0144  max mem: 5654
Epoch: [24]  [2500/7393]  eta: 0:39:17  lr: 0.000010  loss: 16.2071 (16.7943)  loss_bbox: 0.1531 (0.1643)  loss_bbox_aux_0: 0.1604 (0.1773)  loss_bbox_aux_1: 0.1535 (0.1689)  loss_bbox_aux_2: 0.1546 (0.1662)  loss_bbox_aux_3: 0.1530 (0.1645)  loss_bbox_aux_4: 0.1531 (0.1643)  loss_bbox_aux_5: 0.1975 (0.2176)  loss_bbox_dn_0: 0.2774 (0.2937)  loss_bbox_dn_1: 0.1970 (0.2243)  loss_bbox_dn_2: 0.1751 (0.2026)  loss_bbox_dn_3: 0.1733 (0.1954)  loss_bbox_dn_4: 0.1725 (0.1940)  loss_bbox_dn_5: 0.1725 (0.1940)  loss_giou: 0.4690 (0.4966)  loss_giou_aux_0: 0.4675 (0.5221)  loss_giou_aux_1: 0.4632 (0.5063)  loss_giou_aux_2: 0.4751 (0.5007)  loss_giou_aux_3: 0.4656 (0.4975)  loss_giou_aux_4: 0.4688 (0.4967)  loss_giou_aux_5: 0.5524 (0.5908)  loss_giou_dn_0: 0.6094 (0.6161)  loss_giou_dn_1: 0.4982 (0.5111)  loss_giou_dn_2: 0.4650 (0.4826)  loss_giou_dn_3: 0.4586 (0.4741)  loss_giou_dn_4: 0.4563 (0.4721)  loss_giou_dn_5: 0.4564 (0.4722)  loss_vfl: 0.6681 (0.7037)  loss_vfl_aux_0: 0.7873 (0.8220)  loss_vfl_aux_1: 0.7236 (0.7676)  loss_vfl_aux_2: 0.6996 (0.7324)  loss_vfl_aux_3: 0.6789 (0.7159)  loss_vfl_aux_4: 0.6655 (0.7067)  loss_vfl_aux_5: 0.7811 (0.7997)  loss_vfl_dn_0: 0.4576 (0.4647)  loss_vfl_dn_1: 0.3986 (0.4019)  loss_vfl_dn_2: 0.3868 (0.3856)  loss_vfl_dn_3: 0.3794 (0.3780)  loss_vfl_dn_4: 0.3755 (0.3753)  loss_vfl_dn_5: 0.3778 (0.3746)  time: 0.4840  data: 0.0143  max mem: 5654
Epoch: [24]  [2600/7393]  eta: 0:38:27  lr: 0.000010  loss: 16.8745 (16.7864)  loss_bbox: 0.1605 (0.1643)  loss_bbox_aux_0: 0.1702 (0.1772)  loss_bbox_aux_1: 0.1617 (0.1688)  loss_bbox_aux_2: 0.1622 (0.1661)  loss_bbox_aux_3: 0.1586 (0.1644)  loss_bbox_aux_4: 0.1554 (0.1642)  loss_bbox_aux_5: 0.2022 (0.2175)  loss_bbox_dn_0: 0.2841 (0.2936)  loss_bbox_dn_1: 0.2194 (0.2243)  loss_bbox_dn_2: 0.2030 (0.2025)  loss_bbox_dn_3: 0.2008 (0.1954)  loss_bbox_dn_4: 0.1996 (0.1940)  loss_bbox_dn_5: 0.1998 (0.1940)  loss_giou: 0.5253 (0.4961)  loss_giou_aux_0: 0.5480 (0.5216)  loss_giou_aux_1: 0.5382 (0.5059)  loss_giou_aux_2: 0.5292 (0.5002)  loss_giou_aux_3: 0.5320 (0.4971)  loss_giou_aux_4: 0.5238 (0.4962)  loss_giou_aux_5: 0.6094 (0.5903)  loss_giou_dn_0: 0.6468 (0.6158)  loss_giou_dn_1: 0.5447 (0.5109)  loss_giou_dn_2: 0.5173 (0.4823)  loss_giou_dn_3: 0.5091 (0.4737)  loss_giou_dn_4: 0.5078 (0.4717)  loss_giou_dn_5: 0.5078 (0.4719)  loss_vfl: 0.6767 (0.7033)  loss_vfl_aux_0: 0.7999 (0.8218)  loss_vfl_aux_1: 0.7507 (0.7673)  loss_vfl_aux_2: 0.7005 (0.7321)  loss_vfl_aux_3: 0.6897 (0.7154)  loss_vfl_aux_4: 0.6764 (0.7064)  loss_vfl_aux_5: 0.7787 (0.7997)  loss_vfl_dn_0: 0.4581 (0.4647)  loss_vfl_dn_1: 0.3970 (0.4019)  loss_vfl_dn_2: 0.3868 (0.3856)  loss_vfl_dn_3: 0.3781 (0.3780)  loss_vfl_dn_4: 0.3762 (0.3753)  loss_vfl_dn_5: 0.3753 (0.3746)  time: 0.4655  data: 0.0142  max mem: 5654
Epoch: [24]  [2700/7393]  eta: 0:37:37  lr: 0.000010  loss: 16.4522 (16.7919)  loss_bbox: 0.1666 (0.1645)  loss_bbox_aux_0: 0.1902 (0.1774)  loss_bbox_aux_1: 0.1749 (0.1690)  loss_bbox_aux_2: 0.1702 (0.1663)  loss_bbox_aux_3: 0.1679 (0.1646)  loss_bbox_aux_4: 0.1751 (0.1644)  loss_bbox_aux_5: 0.2239 (0.2179)  loss_bbox_dn_0: 0.2972 (0.2943)  loss_bbox_dn_1: 0.2152 (0.2248)  loss_bbox_dn_2: 0.1996 (0.2029)  loss_bbox_dn_3: 0.1936 (0.1958)  loss_bbox_dn_4: 0.1915 (0.1944)  loss_bbox_dn_5: 0.1921 (0.1944)  loss_giou: 0.4821 (0.4960)  loss_giou_aux_0: 0.5104 (0.5215)  loss_giou_aux_1: 0.5005 (0.5057)  loss_giou_aux_2: 0.4818 (0.5001)  loss_giou_aux_3: 0.4825 (0.4969)  loss_giou_aux_4: 0.4824 (0.4961)  loss_giou_aux_5: 0.5685 (0.5903)  loss_giou_dn_0: 0.6056 (0.6159)  loss_giou_dn_1: 0.4916 (0.5108)  loss_giou_dn_2: 0.4604 (0.4823)  loss_giou_dn_3: 0.4486 (0.4737)  loss_giou_dn_4: 0.4475 (0.4717)  loss_giou_dn_5: 0.4474 (0.4719)  loss_vfl: 0.7224 (0.7036)  loss_vfl_aux_0: 0.8092 (0.8224)  loss_vfl_aux_1: 0.7428 (0.7677)  loss_vfl_aux_2: 0.7134 (0.7322)  loss_vfl_aux_3: 0.7231 (0.7158)  loss_vfl_aux_4: 0.7157 (0.7068)  loss_vfl_aux_5: 0.7852 (0.8001)  loss_vfl_dn_0: 0.4592 (0.4647)  loss_vfl_dn_1: 0.3921 (0.4018)  loss_vfl_dn_2: 0.3820 (0.3855)  loss_vfl_dn_3: 0.3691 (0.3779)  loss_vfl_dn_4: 0.3670 (0.3752)  loss_vfl_dn_5: 0.3673 (0.3745)  time: 0.4676  data: 0.0145  max mem: 5654
Epoch: [24]  [2800/7393]  eta: 0:36:46  lr: 0.000010  loss: 16.5357 (16.7872)  loss_bbox: 0.1456 (0.1642)  loss_bbox_aux_0: 0.1610 (0.1772)  loss_bbox_aux_1: 0.1582 (0.1689)  loss_bbox_aux_2: 0.1526 (0.1661)  loss_bbox_aux_3: 0.1514 (0.1643)  loss_bbox_aux_4: 0.1458 (0.1641)  loss_bbox_aux_5: 0.1926 (0.2178)  loss_bbox_dn_0: 0.2527 (0.2941)  loss_bbox_dn_1: 0.1943 (0.2246)  loss_bbox_dn_2: 0.1791 (0.2027)  loss_bbox_dn_3: 0.1710 (0.1956)  loss_bbox_dn_4: 0.1695 (0.1942)  loss_bbox_dn_5: 0.1694 (0.1942)  loss_giou: 0.5272 (0.4959)  loss_giou_aux_0: 0.5400 (0.5214)  loss_giou_aux_1: 0.5392 (0.5057)  loss_giou_aux_2: 0.5362 (0.5000)  loss_giou_aux_3: 0.5294 (0.4968)  loss_giou_aux_4: 0.5293 (0.4960)  loss_giou_aux_5: 0.5995 (0.5903)  loss_giou_dn_0: 0.6419 (0.6160)  loss_giou_dn_1: 0.5274 (0.5109)  loss_giou_dn_2: 0.5004 (0.4823)  loss_giou_dn_3: 0.4987 (0.4737)  loss_giou_dn_4: 0.4973 (0.4718)  loss_giou_dn_5: 0.4973 (0.4719)  loss_vfl: 0.6798 (0.7034)  loss_vfl_aux_0: 0.7859 (0.8221)  loss_vfl_aux_1: 0.7551 (0.7675)  loss_vfl_aux_2: 0.7006 (0.7321)  loss_vfl_aux_3: 0.6885 (0.7157)  loss_vfl_aux_4: 0.6808 (0.7066)  loss_vfl_aux_5: 0.7782 (0.8000)  loss_vfl_dn_0: 0.4680 (0.4646)  loss_vfl_dn_1: 0.3961 (0.4017)  loss_vfl_dn_2: 0.3826 (0.3854)  loss_vfl_dn_3: 0.3739 (0.3778)  loss_vfl_dn_4: 0.3715 (0.3751)  loss_vfl_dn_5: 0.3714 (0.3743)  time: 0.4479  data: 0.0144  max mem: 5654
Epoch: [24]  [2900/7393]  eta: 0:35:56  lr: 0.000010  loss: 16.1157 (16.7885)  loss_bbox: 0.1571 (0.1642)  loss_bbox_aux_0: 0.1786 (0.1772)  loss_bbox_aux_1: 0.1622 (0.1689)  loss_bbox_aux_2: 0.1589 (0.1662)  loss_bbox_aux_3: 0.1587 (0.1644)  loss_bbox_aux_4: 0.1567 (0.1642)  loss_bbox_aux_5: 0.2165 (0.2177)  loss_bbox_dn_0: 0.2892 (0.2941)  loss_bbox_dn_1: 0.2089 (0.2245)  loss_bbox_dn_2: 0.1915 (0.2027)  loss_bbox_dn_3: 0.1901 (0.1955)  loss_bbox_dn_4: 0.1883 (0.1941)  loss_bbox_dn_5: 0.1887 (0.1941)  loss_giou: 0.4094 (0.4960)  loss_giou_aux_0: 0.4454 (0.5214)  loss_giou_aux_1: 0.4337 (0.5057)  loss_giou_aux_2: 0.4089 (0.5001)  loss_giou_aux_3: 0.4162 (0.4969)  loss_giou_aux_4: 0.4157 (0.4961)  loss_giou_aux_5: 0.4965 (0.5903)  loss_giou_dn_0: 0.5771 (0.6160)  loss_giou_dn_1: 0.4735 (0.5108)  loss_giou_dn_2: 0.4507 (0.4823)  loss_giou_dn_3: 0.4458 (0.4737)  loss_giou_dn_4: 0.4426 (0.4717)  loss_giou_dn_5: 0.4428 (0.4719)  loss_vfl: 0.7097 (0.7036)  loss_vfl_aux_0: 0.8577 (0.8226)  loss_vfl_aux_1: 0.7802 (0.7677)  loss_vfl_aux_2: 0.7341 (0.7322)  loss_vfl_aux_3: 0.7125 (0.7158)  loss_vfl_aux_4: 0.7042 (0.7068)  loss_vfl_aux_5: 0.8211 (0.8002)  loss_vfl_dn_0: 0.4679 (0.4646)  loss_vfl_dn_1: 0.3953 (0.4017)  loss_vfl_dn_2: 0.3753 (0.3854)  loss_vfl_dn_3: 0.3664 (0.3778)  loss_vfl_dn_4: 0.3640 (0.3751)  loss_vfl_dn_5: 0.3641 (0.3743)  time: 0.4679  data: 0.0137  max mem: 5654
Epoch: [24]  [3000/7393]  eta: 0:35:07  lr: 0.000010  loss: 16.9044 (16.7917)  loss_bbox: 0.1619 (0.1643)  loss_bbox_aux_0: 0.1702 (0.1773)  loss_bbox_aux_1: 0.1684 (0.1690)  loss_bbox_aux_2: 0.1683 (0.1663)  loss_bbox_aux_3: 0.1658 (0.1646)  loss_bbox_aux_4: 0.1654 (0.1643)  loss_bbox_aux_5: 0.2169 (0.2178)  loss_bbox_dn_0: 0.2883 (0.2940)  loss_bbox_dn_1: 0.2161 (0.2245)  loss_bbox_dn_2: 0.1953 (0.2027)  loss_bbox_dn_3: 0.1813 (0.1956)  loss_bbox_dn_4: 0.1808 (0.1941)  loss_bbox_dn_5: 0.1808 (0.1941)  loss_giou: 0.4748 (0.4960)  loss_giou_aux_0: 0.5070 (0.5215)  loss_giou_aux_1: 0.4987 (0.5058)  loss_giou_aux_2: 0.4849 (0.5002)  loss_giou_aux_3: 0.4819 (0.4969)  loss_giou_aux_4: 0.4802 (0.4962)  loss_giou_aux_5: 0.5949 (0.5905)  loss_giou_dn_0: 0.6152 (0.6162)  loss_giou_dn_1: 0.5089 (0.5109)  loss_giou_dn_2: 0.4834 (0.4824)  loss_giou_dn_3: 0.4722 (0.4738)  loss_giou_dn_4: 0.4697 (0.4718)  loss_giou_dn_5: 0.4699 (0.4720)  loss_vfl: 0.6926 (0.7038)  loss_vfl_aux_0: 0.8252 (0.8227)  loss_vfl_aux_1: 0.7431 (0.7678)  loss_vfl_aux_2: 0.7231 (0.7324)  loss_vfl_aux_3: 0.6949 (0.7159)  loss_vfl_aux_4: 0.7005 (0.7069)  loss_vfl_aux_5: 0.7504 (0.8000)  loss_vfl_dn_0: 0.4695 (0.4646)  loss_vfl_dn_1: 0.4015 (0.4017)  loss_vfl_dn_2: 0.3885 (0.3854)  loss_vfl_dn_3: 0.3812 (0.3778)  loss_vfl_dn_4: 0.3793 (0.3751)  loss_vfl_dn_5: 0.3790 (0.3744)  time: 0.4783  data: 0.0136  max mem: 5654
Epoch: [24]  [3100/7393]  eta: 0:34:24  lr: 0.000010  loss: 17.5111 (16.7974)  loss_bbox: 0.1600 (0.1644)  loss_bbox_aux_0: 0.1813 (0.1773)  loss_bbox_aux_1: 0.1750 (0.1691)  loss_bbox_aux_2: 0.1653 (0.1664)  loss_bbox_aux_3: 0.1678 (0.1647)  loss_bbox_aux_4: 0.1675 (0.1645)  loss_bbox_aux_5: 0.2186 (0.2179)  loss_bbox_dn_0: 0.3012 (0.2941)  loss_bbox_dn_1: 0.2257 (0.2246)  loss_bbox_dn_2: 0.2030 (0.2028)  loss_bbox_dn_3: 0.1965 (0.1957)  loss_bbox_dn_4: 0.1940 (0.1942)  loss_bbox_dn_5: 0.1940 (0.1942)  loss_giou: 0.4987 (0.4961)  loss_giou_aux_0: 0.5182 (0.5214)  loss_giou_aux_1: 0.5083 (0.5059)  loss_giou_aux_2: 0.4969 (0.5002)  loss_giou_aux_3: 0.4972 (0.4970)  loss_giou_aux_4: 0.4945 (0.4962)  loss_giou_aux_5: 0.5929 (0.5904)  loss_giou_dn_0: 0.6642 (0.6163)  loss_giou_dn_1: 0.5452 (0.5111)  loss_giou_dn_2: 0.5096 (0.4826)  loss_giou_dn_3: 0.4987 (0.4740)  loss_giou_dn_4: 0.4921 (0.4720)  loss_giou_dn_5: 0.4915 (0.4722)  loss_vfl: 0.7191 (0.7042)  loss_vfl_aux_0: 0.8352 (0.8231)  loss_vfl_aux_1: 0.7740 (0.7683)  loss_vfl_aux_2: 0.7123 (0.7328)  loss_vfl_aux_3: 0.7072 (0.7162)  loss_vfl_aux_4: 0.7130 (0.7073)  loss_vfl_aux_5: 0.7812 (0.8004)  loss_vfl_dn_0: 0.4568 (0.4647)  loss_vfl_dn_1: 0.3949 (0.4019)  loss_vfl_dn_2: 0.3788 (0.3855)  loss_vfl_dn_3: 0.3720 (0.3779)  loss_vfl_dn_4: 0.3673 (0.3752)  loss_vfl_dn_5: 0.3685 (0.3745)  time: 0.4636  data: 0.0136  max mem: 5654
Epoch: [24]  [3200/7393]  eta: 0:33:34  lr: 0.000010  loss: 15.8587 (16.7943)  loss_bbox: 0.1505 (0.1644)  loss_bbox_aux_0: 0.1677 (0.1773)  loss_bbox_aux_1: 0.1579 (0.1691)  loss_bbox_aux_2: 0.1527 (0.1665)  loss_bbox_aux_3: 0.1503 (0.1647)  loss_bbox_aux_4: 0.1479 (0.1644)  loss_bbox_aux_5: 0.2265 (0.2180)  loss_bbox_dn_0: 0.2975 (0.2943)  loss_bbox_dn_1: 0.2189 (0.2248)  loss_bbox_dn_2: 0.1992 (0.2029)  loss_bbox_dn_3: 0.1924 (0.1958)  loss_bbox_dn_4: 0.1898 (0.1944)  loss_bbox_dn_5: 0.1898 (0.1943)  loss_giou: 0.4046 (0.4954)  loss_giou_aux_0: 0.4434 (0.5207)  loss_giou_aux_1: 0.4243 (0.5052)  loss_giou_aux_2: 0.4065 (0.4996)  loss_giou_aux_3: 0.4063 (0.4963)  loss_giou_aux_4: 0.4021 (0.4956)  loss_giou_aux_5: 0.5132 (0.5898)  loss_giou_dn_0: 0.5578 (0.6159)  loss_giou_dn_1: 0.4593 (0.5107)  loss_giou_dn_2: 0.4268 (0.4822)  loss_giou_dn_3: 0.4183 (0.4736)  loss_giou_dn_4: 0.4168 (0.4716)  loss_giou_dn_5: 0.4169 (0.4718)  loss_vfl: 0.7014 (0.7046)  loss_vfl_aux_0: 0.8482 (0.8238)  loss_vfl_aux_1: 0.7613 (0.7687)  loss_vfl_aux_2: 0.7283 (0.7330)  loss_vfl_aux_3: 0.6912 (0.7166)  loss_vfl_aux_4: 0.6959 (0.7076)  loss_vfl_aux_5: 0.8164 (0.8009)  loss_vfl_dn_0: 0.4635 (0.4647)  loss_vfl_dn_1: 0.4008 (0.4018)  loss_vfl_dn_2: 0.3811 (0.3855)  loss_vfl_dn_3: 0.3728 (0.3778)  loss_vfl_dn_4: 0.3723 (0.3751)  loss_vfl_dn_5: 0.3695 (0.3744)  time: 0.4697  data: 0.0133  max mem: 5654
Epoch: [24]  [3300/7393]  eta: 0:32:52  lr: 0.000010  loss: 16.5759 (16.7945)  loss_bbox: 0.1712 (0.1644)  loss_bbox_aux_0: 0.1738 (0.1772)  loss_bbox_aux_1: 0.1708 (0.1691)  loss_bbox_aux_2: 0.1639 (0.1665)  loss_bbox_aux_3: 0.1694 (0.1646)  loss_bbox_aux_4: 0.1718 (0.1644)  loss_bbox_aux_5: 0.2143 (0.2179)  loss_bbox_dn_0: 0.2726 (0.2941)  loss_bbox_dn_1: 0.2134 (0.2246)  loss_bbox_dn_2: 0.1909 (0.2028)  loss_bbox_dn_3: 0.1856 (0.1957)  loss_bbox_dn_4: 0.1848 (0.1942)  loss_bbox_dn_5: 0.1848 (0.1942)  loss_giou: 0.5006 (0.4955)  loss_giou_aux_0: 0.5273 (0.5208)  loss_giou_aux_1: 0.5303 (0.5053)  loss_giou_aux_2: 0.5060 (0.4998)  loss_giou_aux_3: 0.5085 (0.4964)  loss_giou_aux_4: 0.5017 (0.4957)  loss_giou_aux_5: 0.5995 (0.5898)  loss_giou_dn_0: 0.6388 (0.6160)  loss_giou_dn_1: 0.5377 (0.5107)  loss_giou_dn_2: 0.5085 (0.4823)  loss_giou_dn_3: 0.5010 (0.4737)  loss_giou_dn_4: 0.4978 (0.4717)  loss_giou_dn_5: 0.4979 (0.4719)  loss_vfl: 0.6857 (0.7047)  loss_vfl_aux_0: 0.8410 (0.8239)  loss_vfl_aux_1: 0.7734 (0.7687)  loss_vfl_aux_2: 0.7074 (0.7330)  loss_vfl_aux_3: 0.6905 (0.7167)  loss_vfl_aux_4: 0.6872 (0.7077)  loss_vfl_aux_5: 0.7979 (0.8011)  loss_vfl_dn_0: 0.4595 (0.4648)  loss_vfl_dn_1: 0.4004 (0.4019)  loss_vfl_dn_2: 0.3849 (0.3855)  loss_vfl_dn_3: 0.3783 (0.3779)  loss_vfl_dn_4: 0.3763 (0.3752)  loss_vfl_dn_5: 0.3757 (0.3744)  time: 0.4652  data: 0.0136  max mem: 5654
Epoch: [24]  [3400/7393]  eta: 0:32:02  lr: 0.000010  loss: 16.5550 (16.7956)  loss_bbox: 0.1741 (0.1644)  loss_bbox_aux_0: 0.1773 (0.1772)  loss_bbox_aux_1: 0.1803 (0.1691)  loss_bbox_aux_2: 0.1721 (0.1666)  loss_bbox_aux_3: 0.1793 (0.1647)  loss_bbox_aux_4: 0.1719 (0.1644)  loss_bbox_aux_5: 0.2093 (0.2179)  loss_bbox_dn_0: 0.2920 (0.2942)  loss_bbox_dn_1: 0.2258 (0.2247)  loss_bbox_dn_2: 0.2085 (0.2028)  loss_bbox_dn_3: 0.2034 (0.1957)  loss_bbox_dn_4: 0.2008 (0.1942)  loss_bbox_dn_5: 0.2010 (0.1942)  loss_giou: 0.4672 (0.4956)  loss_giou_aux_0: 0.4846 (0.5209)  loss_giou_aux_1: 0.4821 (0.5054)  loss_giou_aux_2: 0.4780 (0.4998)  loss_giou_aux_3: 0.4804 (0.4965)  loss_giou_aux_4: 0.4749 (0.4958)  loss_giou_aux_5: 0.5736 (0.5899)  loss_giou_dn_0: 0.5956 (0.6160)  loss_giou_dn_1: 0.4989 (0.5107)  loss_giou_dn_2: 0.4736 (0.4823)  loss_giou_dn_3: 0.4656 (0.4737)  loss_giou_dn_4: 0.4656 (0.4717)  loss_giou_dn_5: 0.4657 (0.4719)  loss_vfl: 0.6908 (0.7047)  loss_vfl_aux_0: 0.8035 (0.8237)  loss_vfl_aux_1: 0.7498 (0.7686)  loss_vfl_aux_2: 0.7182 (0.7331)  loss_vfl_aux_3: 0.6919 (0.7167)  loss_vfl_aux_4: 0.6896 (0.7076)  loss_vfl_aux_5: 0.8043 (0.8011)  loss_vfl_dn_0: 0.4651 (0.4647)  loss_vfl_dn_1: 0.3965 (0.4018)  loss_vfl_dn_2: 0.3814 (0.3855)  loss_vfl_dn_3: 0.3702 (0.3779)  loss_vfl_dn_4: 0.3683 (0.3752)  loss_vfl_dn_5: 0.3688 (0.3744)  time: 0.4662  data: 0.0134  max mem: 5654
Epoch: [24]  [3500/7393]  eta: 0:31:12  lr: 0.000010  loss: 17.1937 (16.8034)  loss_bbox: 0.1614 (0.1645)  loss_bbox_aux_0: 0.1772 (0.1775)  loss_bbox_aux_1: 0.1571 (0.1694)  loss_bbox_aux_2: 0.1550 (0.1667)  loss_bbox_aux_3: 0.1583 (0.1649)  loss_bbox_aux_4: 0.1574 (0.1646)  loss_bbox_aux_5: 0.2114 (0.2182)  loss_bbox_dn_0: 0.2755 (0.2947)  loss_bbox_dn_1: 0.2069 (0.2251)  loss_bbox_dn_2: 0.1888 (0.2033)  loss_bbox_dn_3: 0.1810 (0.1961)  loss_bbox_dn_4: 0.1782 (0.1947)  loss_bbox_dn_5: 0.1781 (0.1947)  loss_giou: 0.4685 (0.4953)  loss_giou_aux_0: 0.4955 (0.5207)  loss_giou_aux_1: 0.4884 (0.5052)  loss_giou_aux_2: 0.4853 (0.4996)  loss_giou_aux_3: 0.4755 (0.4963)  loss_giou_aux_4: 0.4716 (0.4955)  loss_giou_aux_5: 0.5762 (0.5898)  loss_giou_dn_0: 0.6149 (0.6160)  loss_giou_dn_1: 0.5217 (0.5107)  loss_giou_dn_2: 0.4928 (0.4823)  loss_giou_dn_3: 0.4832 (0.4737)  loss_giou_dn_4: 0.4810 (0.4717)  loss_giou_dn_5: 0.4813 (0.4718)  loss_vfl: 0.7167 (0.7054)  loss_vfl_aux_0: 0.7924 (0.8243)  loss_vfl_aux_1: 0.7670 (0.7694)  loss_vfl_aux_2: 0.7321 (0.7339)  loss_vfl_aux_3: 0.7178 (0.7175)  loss_vfl_aux_4: 0.6957 (0.7083)  loss_vfl_aux_5: 0.8123 (0.8018)  loss_vfl_dn_0: 0.4604 (0.4647)  loss_vfl_dn_1: 0.4026 (0.4019)  loss_vfl_dn_2: 0.3846 (0.3855)  loss_vfl_dn_3: 0.3822 (0.3779)  loss_vfl_dn_4: 0.3807 (0.3752)  loss_vfl_dn_5: 0.3813 (0.3745)  time: 0.4792  data: 0.0137  max mem: 5654
Epoch: [24]  [3600/7393]  eta: 0:30:22  lr: 0.000010  loss: 16.6023 (16.8026)  loss_bbox: 0.1443 (0.1645)  loss_bbox_aux_0: 0.1616 (0.1774)  loss_bbox_aux_1: 0.1477 (0.1693)  loss_bbox_aux_2: 0.1470 (0.1667)  loss_bbox_aux_3: 0.1429 (0.1648)  loss_bbox_aux_4: 0.1435 (0.1645)  loss_bbox_aux_5: 0.2003 (0.2181)  loss_bbox_dn_0: 0.2765 (0.2946)  loss_bbox_dn_1: 0.2030 (0.2251)  loss_bbox_dn_2: 0.1726 (0.2033)  loss_bbox_dn_3: 0.1603 (0.1961)  loss_bbox_dn_4: 0.1590 (0.1947)  loss_bbox_dn_5: 0.1590 (0.1947)  loss_giou: 0.4795 (0.4954)  loss_giou_aux_0: 0.5073 (0.5207)  loss_giou_aux_1: 0.4936 (0.5052)  loss_giou_aux_2: 0.4958 (0.4997)  loss_giou_aux_3: 0.4936 (0.4964)  loss_giou_aux_4: 0.4809 (0.4956)  loss_giou_aux_5: 0.5803 (0.5897)  loss_giou_dn_0: 0.6058 (0.6159)  loss_giou_dn_1: 0.5050 (0.5107)  loss_giou_dn_2: 0.4734 (0.4823)  loss_giou_dn_3: 0.4629 (0.4737)  loss_giou_dn_4: 0.4614 (0.4717)  loss_giou_dn_5: 0.4615 (0.4719)  loss_vfl: 0.7038 (0.7054)  loss_vfl_aux_0: 0.8199 (0.8242)  loss_vfl_aux_1: 0.7779 (0.7693)  loss_vfl_aux_2: 0.7263 (0.7338)  loss_vfl_aux_3: 0.7099 (0.7174)  loss_vfl_aux_4: 0.7140 (0.7083)  loss_vfl_aux_5: 0.7898 (0.8017)  loss_vfl_dn_0: 0.4625 (0.4647)  loss_vfl_dn_1: 0.4048 (0.4019)  loss_vfl_dn_2: 0.3890 (0.3856)  loss_vfl_dn_3: 0.3794 (0.3779)  loss_vfl_dn_4: 0.3780 (0.3752)  loss_vfl_dn_5: 0.3769 (0.3745)  time: 0.4860  data: 0.0145  max mem: 5654
Epoch: [24]  [3700/7393]  eta: 0:29:32  lr: 0.000010  loss: 16.7075 (16.8022)  loss_bbox: 0.1544 (0.1644)  loss_bbox_aux_0: 0.1725 (0.1772)  loss_bbox_aux_1: 0.1667 (0.1692)  loss_bbox_aux_2: 0.1627 (0.1666)  loss_bbox_aux_3: 0.1536 (0.1648)  loss_bbox_aux_4: 0.1530 (0.1645)  loss_bbox_aux_5: 0.2125 (0.2179)  loss_bbox_dn_0: 0.2710 (0.2945)  loss_bbox_dn_1: 0.2153 (0.2250)  loss_bbox_dn_2: 0.1915 (0.2032)  loss_bbox_dn_3: 0.1845 (0.1960)  loss_bbox_dn_4: 0.1820 (0.1946)  loss_bbox_dn_5: 0.1820 (0.1946)  loss_giou: 0.4936 (0.4955)  loss_giou_aux_0: 0.5080 (0.5208)  loss_giou_aux_1: 0.4850 (0.5054)  loss_giou_aux_2: 0.4979 (0.4999)  loss_giou_aux_3: 0.4940 (0.4965)  loss_giou_aux_4: 0.4890 (0.4957)  loss_giou_aux_5: 0.5854 (0.5898)  loss_giou_dn_0: 0.6190 (0.6160)  loss_giou_dn_1: 0.5070 (0.5109)  loss_giou_dn_2: 0.4806 (0.4825)  loss_giou_dn_3: 0.4703 (0.4738)  loss_giou_dn_4: 0.4673 (0.4718)  loss_giou_dn_5: 0.4675 (0.4720)  loss_vfl: 0.6746 (0.7053)  loss_vfl_aux_0: 0.8036 (0.8244)  loss_vfl_aux_1: 0.7314 (0.7692)  loss_vfl_aux_2: 0.7000 (0.7337)  loss_vfl_aux_3: 0.6800 (0.7172)  loss_vfl_aux_4: 0.6722 (0.7082)  loss_vfl_aux_5: 0.7576 (0.8016)  loss_vfl_dn_0: 0.4602 (0.4646)  loss_vfl_dn_1: 0.3960 (0.4019)  loss_vfl_dn_2: 0.3818 (0.3856)  loss_vfl_dn_3: 0.3746 (0.3779)  loss_vfl_dn_4: 0.3721 (0.3752)  loss_vfl_dn_5: 0.3720 (0.3745)  time: 0.4503  data: 0.0135  max mem: 5654
Epoch: [24]  [3800/7393]  eta: 0:28:49  lr: 0.000010  loss: 17.1830 (16.8028)  loss_bbox: 0.1540 (0.1645)  loss_bbox_aux_0: 0.1684 (0.1773)  loss_bbox_aux_1: 0.1632 (0.1693)  loss_bbox_aux_2: 0.1563 (0.1667)  loss_bbox_aux_3: 0.1553 (0.1648)  loss_bbox_aux_4: 0.1540 (0.1646)  loss_bbox_aux_5: 0.2195 (0.2181)  loss_bbox_dn_0: 0.2786 (0.2945)  loss_bbox_dn_1: 0.2116 (0.2250)  loss_bbox_dn_2: 0.1949 (0.2032)  loss_bbox_dn_3: 0.1886 (0.1960)  loss_bbox_dn_4: 0.1874 (0.1945)  loss_bbox_dn_5: 0.1874 (0.1945)  loss_giou: 0.4627 (0.4958)  loss_giou_aux_0: 0.4932 (0.5211)  loss_giou_aux_1: 0.4708 (0.5057)  loss_giou_aux_2: 0.4731 (0.5002)  loss_giou_aux_3: 0.4619 (0.4968)  loss_giou_aux_4: 0.4614 (0.4960)  loss_giou_aux_5: 0.5637 (0.5903)  loss_giou_dn_0: 0.5969 (0.6162)  loss_giou_dn_1: 0.4770 (0.5110)  loss_giou_dn_2: 0.4624 (0.4826)  loss_giou_dn_3: 0.4544 (0.4739)  loss_giou_dn_4: 0.4535 (0.4719)  loss_giou_dn_5: 0.4541 (0.4721)  loss_vfl: 0.7012 (0.7049)  loss_vfl_aux_0: 0.8115 (0.8240)  loss_vfl_aux_1: 0.7470 (0.7688)  loss_vfl_aux_2: 0.7185 (0.7332)  loss_vfl_aux_3: 0.7073 (0.7168)  loss_vfl_aux_4: 0.7061 (0.7078)  loss_vfl_aux_5: 0.8143 (0.8011)  loss_vfl_dn_0: 0.4675 (0.4647)  loss_vfl_dn_1: 0.4015 (0.4019)  loss_vfl_dn_2: 0.3823 (0.3856)  loss_vfl_dn_3: 0.3740 (0.3779)  loss_vfl_dn_4: 0.3713 (0.3752)  loss_vfl_dn_5: 0.3725 (0.3745)  time: 0.7757  data: 0.0136  max mem: 5654
Epoch: [24]  [3900/7393]  eta: 0:27:59  lr: 0.000010  loss: 16.5020 (16.8051)  loss_bbox: 0.1690 (0.1646)  loss_bbox_aux_0: 0.1919 (0.1775)  loss_bbox_aux_1: 0.1750 (0.1695)  loss_bbox_aux_2: 0.1689 (0.1669)  loss_bbox_aux_3: 0.1719 (0.1650)  loss_bbox_aux_4: 0.1628 (0.1647)  loss_bbox_aux_5: 0.2235 (0.2183)  loss_bbox_dn_0: 0.2970 (0.2948)  loss_bbox_dn_1: 0.2280 (0.2253)  loss_bbox_dn_2: 0.2091 (0.2034)  loss_bbox_dn_3: 0.2048 (0.1962)  loss_bbox_dn_4: 0.2041 (0.1948)  loss_bbox_dn_5: 0.2040 (0.1947)  loss_giou: 0.4180 (0.4956)  loss_giou_aux_0: 0.4427 (0.5210)  loss_giou_aux_1: 0.4252 (0.5056)  loss_giou_aux_2: 0.4035 (0.5000)  loss_giou_aux_3: 0.4067 (0.4966)  loss_giou_aux_4: 0.4113 (0.4958)  loss_giou_aux_5: 0.5157 (0.5901)  loss_giou_dn_0: 0.5943 (0.6161)  loss_giou_dn_1: 0.4850 (0.5109)  loss_giou_dn_2: 0.4538 (0.4824)  loss_giou_dn_3: 0.4435 (0.4738)  loss_giou_dn_4: 0.4430 (0.4718)  loss_giou_dn_5: 0.4431 (0.4720)  loss_vfl: 0.7234 (0.7051)  loss_vfl_aux_0: 0.8464 (0.8241)  loss_vfl_aux_1: 0.7794 (0.7689)  loss_vfl_aux_2: 0.7416 (0.7334)  loss_vfl_aux_3: 0.7277 (0.7171)  loss_vfl_aux_4: 0.7240 (0.7081)  loss_vfl_aux_5: 0.8269 (0.8012)  loss_vfl_dn_0: 0.4611 (0.4647)  loss_vfl_dn_1: 0.4008 (0.4019)  loss_vfl_dn_2: 0.3814 (0.3855)  loss_vfl_dn_3: 0.3747 (0.3779)  loss_vfl_dn_4: 0.3703 (0.3752)  loss_vfl_dn_5: 0.3693 (0.3745)  time: 0.4755  data: 0.0140  max mem: 5654
Epoch: [24]  [4000/7393]  eta: 0:27:10  lr: 0.000010  loss: 16.5029 (16.8037)  loss_bbox: 0.1544 (0.1644)  loss_bbox_aux_0: 0.1760 (0.1773)  loss_bbox_aux_1: 0.1678 (0.1693)  loss_bbox_aux_2: 0.1548 (0.1667)  loss_bbox_aux_3: 0.1540 (0.1648)  loss_bbox_aux_4: 0.1543 (0.1645)  loss_bbox_aux_5: 0.2161 (0.2182)  loss_bbox_dn_0: 0.2879 (0.2946)  loss_bbox_dn_1: 0.2122 (0.2251)  loss_bbox_dn_2: 0.1868 (0.2032)  loss_bbox_dn_3: 0.1776 (0.1961)  loss_bbox_dn_4: 0.1775 (0.1946)  loss_bbox_dn_5: 0.1775 (0.1946)  loss_giou: 0.4562 (0.4957)  loss_giou_aux_0: 0.4909 (0.5211)  loss_giou_aux_1: 0.4633 (0.5057)  loss_giou_aux_2: 0.4612 (0.5001)  loss_giou_aux_3: 0.4532 (0.4967)  loss_giou_aux_4: 0.4681 (0.4959)  loss_giou_aux_5: 0.5797 (0.5903)  loss_giou_dn_0: 0.5850 (0.6161)  loss_giou_dn_1: 0.4805 (0.5109)  loss_giou_dn_2: 0.4517 (0.4825)  loss_giou_dn_3: 0.4423 (0.4739)  loss_giou_dn_4: 0.4401 (0.4718)  loss_giou_dn_5: 0.4405 (0.4720)  loss_vfl: 0.7128 (0.7052)  loss_vfl_aux_0: 0.8533 (0.8241)  loss_vfl_aux_1: 0.7788 (0.7689)  loss_vfl_aux_2: 0.7493 (0.7335)  loss_vfl_aux_3: 0.7220 (0.7170)  loss_vfl_aux_4: 0.7219 (0.7082)  loss_vfl_aux_5: 0.8051 (0.8010)  loss_vfl_dn_0: 0.4597 (0.4646)  loss_vfl_dn_1: 0.3938 (0.4018)  loss_vfl_dn_2: 0.3750 (0.3855)  loss_vfl_dn_3: 0.3670 (0.3779)  loss_vfl_dn_4: 0.3663 (0.3752)  loss_vfl_dn_5: 0.3648 (0.3745)  time: 0.4534  data: 0.0142  max mem: 5654
Epoch: [24]  [4100/7393]  eta: 0:26:21  lr: 0.000010  loss: 16.7414 (16.8048)  loss_bbox: 0.1519 (0.1644)  loss_bbox_aux_0: 0.1593 (0.1773)  loss_bbox_aux_1: 0.1565 (0.1693)  loss_bbox_aux_2: 0.1583 (0.1667)  loss_bbox_aux_3: 0.1499 (0.1648)  loss_bbox_aux_4: 0.1517 (0.1645)  loss_bbox_aux_5: 0.2073 (0.2182)  loss_bbox_dn_0: 0.2550 (0.2946)  loss_bbox_dn_1: 0.1993 (0.2251)  loss_bbox_dn_2: 0.1785 (0.2032)  loss_bbox_dn_3: 0.1768 (0.1961)  loss_bbox_dn_4: 0.1748 (0.1946)  loss_bbox_dn_5: 0.1747 (0.1946)  loss_giou: 0.5212 (0.4958)  loss_giou_aux_0: 0.5277 (0.5212)  loss_giou_aux_1: 0.5115 (0.5058)  loss_giou_aux_2: 0.5183 (0.5002)  loss_giou_aux_3: 0.5162 (0.4968)  loss_giou_aux_4: 0.5216 (0.4960)  loss_giou_aux_5: 0.5914 (0.5904)  loss_giou_dn_0: 0.6245 (0.6161)  loss_giou_dn_1: 0.5159 (0.5110)  loss_giou_dn_2: 0.4850 (0.4826)  loss_giou_dn_3: 0.4798 (0.4740)  loss_giou_dn_4: 0.4775 (0.4720)  loss_giou_dn_5: 0.4774 (0.4721)  loss_vfl: 0.7157 (0.7052)  loss_vfl_aux_0: 0.8065 (0.8242)  loss_vfl_aux_1: 0.7434 (0.7688)  loss_vfl_aux_2: 0.7240 (0.7335)  loss_vfl_aux_3: 0.7079 (0.7170)  loss_vfl_aux_4: 0.7136 (0.7082)  loss_vfl_aux_5: 0.7993 (0.8010)  loss_vfl_dn_0: 0.4645 (0.4646)  loss_vfl_dn_1: 0.3999 (0.4019)  loss_vfl_dn_2: 0.3865 (0.3856)  loss_vfl_dn_3: 0.3740 (0.3780)  loss_vfl_dn_4: 0.3710 (0.3752)  loss_vfl_dn_5: 0.3693 (0.3745)  time: 0.4630  data: 0.0136  max mem: 5654
Epoch: [24]  [4200/7393]  eta: 0:25:31  lr: 0.000010  loss: 17.1778 (16.8071)  loss_bbox: 0.1601 (0.1644)  loss_bbox_aux_0: 0.1761 (0.1774)  loss_bbox_aux_1: 0.1698 (0.1693)  loss_bbox_aux_2: 0.1630 (0.1667)  loss_bbox_aux_3: 0.1621 (0.1648)  loss_bbox_aux_4: 0.1595 (0.1645)  loss_bbox_aux_5: 0.2221 (0.2182)  loss_bbox_dn_0: 0.2497 (0.2945)  loss_bbox_dn_1: 0.2057 (0.2251)  loss_bbox_dn_2: 0.1927 (0.2032)  loss_bbox_dn_3: 0.1841 (0.1960)  loss_bbox_dn_4: 0.1820 (0.1946)  loss_bbox_dn_5: 0.1821 (0.1946)  loss_giou: 0.4820 (0.4959)  loss_giou_aux_0: 0.4961 (0.5213)  loss_giou_aux_1: 0.4946 (0.5059)  loss_giou_aux_2: 0.4803 (0.5003)  loss_giou_aux_3: 0.4738 (0.4969)  loss_giou_aux_4: 0.4807 (0.4960)  loss_giou_aux_5: 0.5845 (0.5905)  loss_giou_dn_0: 0.5943 (0.6162)  loss_giou_dn_1: 0.5045 (0.5111)  loss_giou_dn_2: 0.4837 (0.4827)  loss_giou_dn_3: 0.4798 (0.4741)  loss_giou_dn_4: 0.4794 (0.4721)  loss_giou_dn_5: 0.4793 (0.4723)  loss_vfl: 0.6897 (0.7054)  loss_vfl_aux_0: 0.8106 (0.8243)  loss_vfl_aux_1: 0.7614 (0.7689)  loss_vfl_aux_2: 0.7261 (0.7337)  loss_vfl_aux_3: 0.7050 (0.7171)  loss_vfl_aux_4: 0.7026 (0.7084)  loss_vfl_aux_5: 0.7876 (0.8009)  loss_vfl_dn_0: 0.4621 (0.4646)  loss_vfl_dn_1: 0.4032 (0.4019)  loss_vfl_dn_2: 0.3825 (0.3856)  loss_vfl_dn_3: 0.3740 (0.3780)  loss_vfl_dn_4: 0.3742 (0.3753)  loss_vfl_dn_5: 0.3745 (0.3746)  time: 0.4549  data: 0.0136  max mem: 5654
Epoch: [24]  [4300/7393]  eta: 0:24:42  lr: 0.000010  loss: 17.2828 (16.8111)  loss_bbox: 0.1358 (0.1644)  loss_bbox_aux_0: 0.1601 (0.1773)  loss_bbox_aux_1: 0.1437 (0.1693)  loss_bbox_aux_2: 0.1371 (0.1667)  loss_bbox_aux_3: 0.1358 (0.1648)  loss_bbox_aux_4: 0.1353 (0.1644)  loss_bbox_aux_5: 0.1941 (0.2183)  loss_bbox_dn_0: 0.2500 (0.2945)  loss_bbox_dn_1: 0.1800 (0.2251)  loss_bbox_dn_2: 0.1594 (0.2032)  loss_bbox_dn_3: 0.1584 (0.1960)  loss_bbox_dn_4: 0.1595 (0.1946)  loss_bbox_dn_5: 0.1595 (0.1946)  loss_giou: 0.5208 (0.4960)  loss_giou_aux_0: 0.5312 (0.5214)  loss_giou_aux_1: 0.5137 (0.5060)  loss_giou_aux_2: 0.5238 (0.5004)  loss_giou_aux_3: 0.5238 (0.4971)  loss_giou_aux_4: 0.5204 (0.4962)  loss_giou_aux_5: 0.6097 (0.5908)  loss_giou_dn_0: 0.6481 (0.6164)  loss_giou_dn_1: 0.5353 (0.5113)  loss_giou_dn_2: 0.4980 (0.4828)  loss_giou_dn_3: 0.4934 (0.4742)  loss_giou_dn_4: 0.4925 (0.4722)  loss_giou_dn_5: 0.4926 (0.4724)  loss_vfl: 0.6921 (0.7057)  loss_vfl_aux_0: 0.8433 (0.8247)  loss_vfl_aux_1: 0.8138 (0.7694)  loss_vfl_aux_2: 0.7452 (0.7340)  loss_vfl_aux_3: 0.7290 (0.7174)  loss_vfl_aux_4: 0.7020 (0.7088)  loss_vfl_aux_5: 0.7875 (0.8009)  loss_vfl_dn_0: 0.4609 (0.4646)  loss_vfl_dn_1: 0.4101 (0.4020)  loss_vfl_dn_2: 0.3926 (0.3856)  loss_vfl_dn_3: 0.3868 (0.3780)  loss_vfl_dn_4: 0.3837 (0.3753)  loss_vfl_dn_5: 0.3826 (0.3746)  time: 0.4672  data: 0.0134  max mem: 5654
Epoch: [24]  [4400/7393]  eta: 0:23:53  lr: 0.000010  loss: 16.7830 (16.8103)  loss_bbox: 0.1622 (0.1644)  loss_bbox_aux_0: 0.1662 (0.1773)  loss_bbox_aux_1: 0.1650 (0.1693)  loss_bbox_aux_2: 0.1630 (0.1666)  loss_bbox_aux_3: 0.1614 (0.1648)  loss_bbox_aux_4: 0.1630 (0.1644)  loss_bbox_aux_5: 0.2066 (0.2182)  loss_bbox_dn_0: 0.2671 (0.2945)  loss_bbox_dn_1: 0.1966 (0.2251)  loss_bbox_dn_2: 0.1777 (0.2031)  loss_bbox_dn_3: 0.1685 (0.1960)  loss_bbox_dn_4: 0.1662 (0.1945)  loss_bbox_dn_5: 0.1659 (0.1945)  loss_giou: 0.4388 (0.4960)  loss_giou_aux_0: 0.4745 (0.5214)  loss_giou_aux_1: 0.4645 (0.5060)  loss_giou_aux_2: 0.4462 (0.5004)  loss_giou_aux_3: 0.4436 (0.4971)  loss_giou_aux_4: 0.4536 (0.4961)  loss_giou_aux_5: 0.5540 (0.5908)  loss_giou_dn_0: 0.5868 (0.6162)  loss_giou_dn_1: 0.4688 (0.5111)  loss_giou_dn_2: 0.4417 (0.4827)  loss_giou_dn_3: 0.4346 (0.4741)  loss_giou_dn_4: 0.4325 (0.4721)  loss_giou_dn_5: 0.4331 (0.4722)  loss_vfl: 0.7096 (0.7057)  loss_vfl_aux_0: 0.8587 (0.8250)  loss_vfl_aux_1: 0.7854 (0.7696)  loss_vfl_aux_2: 0.7457 (0.7341)  loss_vfl_aux_3: 0.7075 (0.7173)  loss_vfl_aux_4: 0.7001 (0.7087)  loss_vfl_aux_5: 0.8251 (0.8009)  loss_vfl_dn_0: 0.4620 (0.4646)  loss_vfl_dn_1: 0.4036 (0.4020)  loss_vfl_dn_2: 0.3897 (0.3856)  loss_vfl_dn_3: 0.3806 (0.3780)  loss_vfl_dn_4: 0.3753 (0.3753)  loss_vfl_dn_5: 0.3749 (0.3746)  time: 0.4687  data: 0.0133  max mem: 5654
Epoch: [24]  [4500/7393]  eta: 0:23:05  lr: 0.000010  loss: 16.6566 (16.8066)  loss_bbox: 0.1704 (0.1644)  loss_bbox_aux_0: 0.1826 (0.1773)  loss_bbox_aux_1: 0.1672 (0.1692)  loss_bbox_aux_2: 0.1699 (0.1666)  loss_bbox_aux_3: 0.1691 (0.1648)  loss_bbox_aux_4: 0.1683 (0.1644)  loss_bbox_aux_5: 0.2112 (0.2181)  loss_bbox_dn_0: 0.2727 (0.2944)  loss_bbox_dn_1: 0.2106 (0.2250)  loss_bbox_dn_2: 0.1991 (0.2031)  loss_bbox_dn_3: 0.1920 (0.1959)  loss_bbox_dn_4: 0.1901 (0.1945)  loss_bbox_dn_5: 0.1902 (0.1945)  loss_giou: 0.4654 (0.4958)  loss_giou_aux_0: 0.5061 (0.5212)  loss_giou_aux_1: 0.4872 (0.5058)  loss_giou_aux_2: 0.4779 (0.5002)  loss_giou_aux_3: 0.4579 (0.4969)  loss_giou_aux_4: 0.4608 (0.4960)  loss_giou_aux_5: 0.5596 (0.5906)  loss_giou_dn_0: 0.5901 (0.6160)  loss_giou_dn_1: 0.4835 (0.5109)  loss_giou_dn_2: 0.4459 (0.4824)  loss_giou_dn_3: 0.4369 (0.4738)  loss_giou_dn_4: 0.4334 (0.4718)  loss_giou_dn_5: 0.4336 (0.4720)  loss_vfl: 0.6897 (0.7056)  loss_vfl_aux_0: 0.8073 (0.8250)  loss_vfl_aux_1: 0.7523 (0.7696)  loss_vfl_aux_2: 0.7312 (0.7341)  loss_vfl_aux_3: 0.7000 (0.7172)  loss_vfl_aux_4: 0.6977 (0.7087)  loss_vfl_aux_5: 0.7669 (0.8009)  loss_vfl_dn_0: 0.4624 (0.4646)  loss_vfl_dn_1: 0.4014 (0.4020)  loss_vfl_dn_2: 0.3828 (0.3856)  loss_vfl_dn_3: 0.3753 (0.3780)  loss_vfl_dn_4: 0.3739 (0.3753)  loss_vfl_dn_5: 0.3743 (0.3746)  time: 0.4764  data: 0.0146  max mem: 5654
Epoch: [24]  [4600/7393]  eta: 0:22:17  lr: 0.000010  loss: 16.9429 (16.8065)  loss_bbox: 0.1571 (0.1644)  loss_bbox_aux_0: 0.1757 (0.1773)  loss_bbox_aux_1: 0.1708 (0.1693)  loss_bbox_aux_2: 0.1690 (0.1666)  loss_bbox_aux_3: 0.1583 (0.1648)  loss_bbox_aux_4: 0.1571 (0.1644)  loss_bbox_aux_5: 0.2115 (0.2181)  loss_bbox_dn_0: 0.2636 (0.2943)  loss_bbox_dn_1: 0.2006 (0.2250)  loss_bbox_dn_2: 0.1747 (0.2031)  loss_bbox_dn_3: 0.1680 (0.1959)  loss_bbox_dn_4: 0.1665 (0.1945)  loss_bbox_dn_5: 0.1665 (0.1945)  loss_giou: 0.4892 (0.4958)  loss_giou_aux_0: 0.5254 (0.5212)  loss_giou_aux_1: 0.4998 (0.5058)  loss_giou_aux_2: 0.4999 (0.5002)  loss_giou_aux_3: 0.4971 (0.4969)  loss_giou_aux_4: 0.4897 (0.4960)  loss_giou_aux_5: 0.5750 (0.5905)  loss_giou_dn_0: 0.6127 (0.6159)  loss_giou_dn_1: 0.5043 (0.5108)  loss_giou_dn_2: 0.4794 (0.4824)  loss_giou_dn_3: 0.4699 (0.4738)  loss_giou_dn_4: 0.4660 (0.4718)  loss_giou_dn_5: 0.4657 (0.4720)  loss_vfl: 0.7020 (0.7056)  loss_vfl_aux_0: 0.7999 (0.8251)  loss_vfl_aux_1: 0.7385 (0.7697)  loss_vfl_aux_2: 0.6922 (0.7341)  loss_vfl_aux_3: 0.6900 (0.7172)  loss_vfl_aux_4: 0.6989 (0.7087)  loss_vfl_aux_5: 0.7877 (0.8010)  loss_vfl_dn_0: 0.4524 (0.4646)  loss_vfl_dn_1: 0.3992 (0.4020)  loss_vfl_dn_2: 0.3801 (0.3856)  loss_vfl_dn_3: 0.3727 (0.3780)  loss_vfl_dn_4: 0.3692 (0.3753)  loss_vfl_dn_5: 0.3685 (0.3746)  time: 0.4833  data: 0.0145  max mem: 5654
Epoch: [24]  [4700/7393]  eta: 0:21:29  lr: 0.000010  loss: 17.1755 (16.8046)  loss_bbox: 0.1551 (0.1644)  loss_bbox_aux_0: 0.1748 (0.1773)  loss_bbox_aux_1: 0.1653 (0.1693)  loss_bbox_aux_2: 0.1555 (0.1666)  loss_bbox_aux_3: 0.1566 (0.1648)  loss_bbox_aux_4: 0.1520 (0.1644)  loss_bbox_aux_5: 0.2090 (0.2181)  loss_bbox_dn_0: 0.2702 (0.2943)  loss_bbox_dn_1: 0.2016 (0.2249)  loss_bbox_dn_2: 0.1856 (0.2030)  loss_bbox_dn_3: 0.1779 (0.1959)  loss_bbox_dn_4: 0.1785 (0.1944)  loss_bbox_dn_5: 0.1784 (0.1944)  loss_giou: 0.4393 (0.4958)  loss_giou_aux_0: 0.4820 (0.5211)  loss_giou_aux_1: 0.4538 (0.5057)  loss_giou_aux_2: 0.4401 (0.5001)  loss_giou_aux_3: 0.4393 (0.4969)  loss_giou_aux_4: 0.4392 (0.4959)  loss_giou_aux_5: 0.5691 (0.5904)  loss_giou_dn_0: 0.5806 (0.6158)  loss_giou_dn_1: 0.4793 (0.5107)  loss_giou_dn_2: 0.4489 (0.4823)  loss_giou_dn_3: 0.4419 (0.4737)  loss_giou_dn_4: 0.4382 (0.4717)  loss_giou_dn_5: 0.4382 (0.4719)  loss_vfl: 0.7355 (0.7054)  loss_vfl_aux_0: 0.8177 (0.8251)  loss_vfl_aux_1: 0.7844 (0.7695)  loss_vfl_aux_2: 0.7751 (0.7340)  loss_vfl_aux_3: 0.7510 (0.7170)  loss_vfl_aux_4: 0.7410 (0.7085)  loss_vfl_aux_5: 0.8098 (0.8009)  loss_vfl_dn_0: 0.4671 (0.4646)  loss_vfl_dn_1: 0.4087 (0.4020)  loss_vfl_dn_2: 0.3936 (0.3856)  loss_vfl_dn_3: 0.3889 (0.3780)  loss_vfl_dn_4: 0.3846 (0.3753)  loss_vfl_dn_5: 0.3844 (0.3746)  time: 0.4762  data: 0.0148  max mem: 5654
Epoch: [24]  [4800/7393]  eta: 0:20:41  lr: 0.000010  loss: 17.4403 (16.8055)  loss_bbox: 0.1632 (0.1645)  loss_bbox_aux_0: 0.1735 (0.1773)  loss_bbox_aux_1: 0.1625 (0.1693)  loss_bbox_aux_2: 0.1642 (0.1666)  loss_bbox_aux_3: 0.1626 (0.1649)  loss_bbox_aux_4: 0.1610 (0.1645)  loss_bbox_aux_5: 0.2008 (0.2181)  loss_bbox_dn_0: 0.2828 (0.2945)  loss_bbox_dn_1: 0.2177 (0.2251)  loss_bbox_dn_2: 0.1913 (0.2032)  loss_bbox_dn_3: 0.1942 (0.1960)  loss_bbox_dn_4: 0.1931 (0.1946)  loss_bbox_dn_5: 0.1931 (0.1946)  loss_giou: 0.5019 (0.4957)  loss_giou_aux_0: 0.5381 (0.5209)  loss_giou_aux_1: 0.5166 (0.5056)  loss_giou_aux_2: 0.5208 (0.5000)  loss_giou_aux_3: 0.5059 (0.4968)  loss_giou_aux_4: 0.5019 (0.4958)  loss_giou_aux_5: 0.5930 (0.5902)  loss_giou_dn_0: 0.6301 (0.6158)  loss_giou_dn_1: 0.5372 (0.5108)  loss_giou_dn_2: 0.4967 (0.4823)  loss_giou_dn_3: 0.4861 (0.4737)  loss_giou_dn_4: 0.4848 (0.4717)  loss_giou_dn_5: 0.4851 (0.4719)  loss_vfl: 0.7085 (0.7054)  loss_vfl_aux_0: 0.8286 (0.8252)  loss_vfl_aux_1: 0.7736 (0.7697)  loss_vfl_aux_2: 0.7173 (0.7341)  loss_vfl_aux_3: 0.7303 (0.7170)  loss_vfl_aux_4: 0.7068 (0.7085)  loss_vfl_aux_5: 0.8140 (0.8009)  loss_vfl_dn_0: 0.4627 (0.4646)  loss_vfl_dn_1: 0.4039 (0.4020)  loss_vfl_dn_2: 0.3878 (0.3856)  loss_vfl_dn_3: 0.3824 (0.3780)  loss_vfl_dn_4: 0.3779 (0.3753)  loss_vfl_dn_5: 0.3785 (0.3746)  time: 0.4650  data: 0.0148  max mem: 5654
Epoch: [24]  [4900/7393]  eta: 0:19:52  lr: 0.000010  loss: 16.9314 (16.8060)  loss_bbox: 0.1763 (0.1646)  loss_bbox_aux_0: 0.1813 (0.1773)  loss_bbox_aux_1: 0.1738 (0.1693)  loss_bbox_aux_2: 0.1798 (0.1667)  loss_bbox_aux_3: 0.1771 (0.1649)  loss_bbox_aux_4: 0.1767 (0.1646)  loss_bbox_aux_5: 0.2266 (0.2181)  loss_bbox_dn_0: 0.3038 (0.2946)  loss_bbox_dn_1: 0.2367 (0.2252)  loss_bbox_dn_2: 0.2092 (0.2032)  loss_bbox_dn_3: 0.2024 (0.1961)  loss_bbox_dn_4: 0.2031 (0.1946)  loss_bbox_dn_5: 0.2032 (0.1946)  loss_giou: 0.4747 (0.4954)  loss_giou_aux_0: 0.4757 (0.5206)  loss_giou_aux_1: 0.4827 (0.5053)  loss_giou_aux_2: 0.4758 (0.4998)  loss_giou_aux_3: 0.4684 (0.4965)  loss_giou_aux_4: 0.4685 (0.4956)  loss_giou_aux_5: 0.5480 (0.5900)  loss_giou_dn_0: 0.6115 (0.6158)  loss_giou_dn_1: 0.5000 (0.5107)  loss_giou_dn_2: 0.4702 (0.4823)  loss_giou_dn_3: 0.4607 (0.4737)  loss_giou_dn_4: 0.4579 (0.4717)  loss_giou_dn_5: 0.4576 (0.4718)  loss_vfl: 0.6967 (0.7056)  loss_vfl_aux_0: 0.8356 (0.8257)  loss_vfl_aux_1: 0.7881 (0.7701)  loss_vfl_aux_2: 0.7266 (0.7343)  loss_vfl_aux_3: 0.7209 (0.7173)  loss_vfl_aux_4: 0.7102 (0.7087)  loss_vfl_aux_5: 0.8200 (0.8011)  loss_vfl_dn_0: 0.4644 (0.4646)  loss_vfl_dn_1: 0.4041 (0.4020)  loss_vfl_dn_2: 0.3844 (0.3856)  loss_vfl_dn_3: 0.3764 (0.3780)  loss_vfl_dn_4: 0.3718 (0.3753)  loss_vfl_dn_5: 0.3700 (0.3745)  time: 0.4679  data: 0.0142  max mem: 5654
Epoch: [24]  [5000/7393]  eta: 0:19:05  lr: 0.000010  loss: 17.1984 (16.8079)  loss_bbox: 0.1610 (0.1645)  loss_bbox_aux_0: 0.1657 (0.1772)  loss_bbox_aux_1: 0.1686 (0.1693)  loss_bbox_aux_2: 0.1624 (0.1667)  loss_bbox_aux_3: 0.1609 (0.1649)  loss_bbox_aux_4: 0.1598 (0.1646)  loss_bbox_aux_5: 0.2104 (0.2180)  loss_bbox_dn_0: 0.2528 (0.2944)  loss_bbox_dn_1: 0.1913 (0.2249)  loss_bbox_dn_2: 0.1761 (0.2031)  loss_bbox_dn_3: 0.1662 (0.1959)  loss_bbox_dn_4: 0.1642 (0.1945)  loss_bbox_dn_5: 0.1641 (0.1945)  loss_giou: 0.5205 (0.4959)  loss_giou_aux_0: 0.5475 (0.5211)  loss_giou_aux_1: 0.5358 (0.5058)  loss_giou_aux_2: 0.5261 (0.5003)  loss_giou_aux_3: 0.5171 (0.4970)  loss_giou_aux_4: 0.5196 (0.4961)  loss_giou_aux_5: 0.6128 (0.5904)  loss_giou_dn_0: 0.6222 (0.6161)  loss_giou_dn_1: 0.5138 (0.5110)  loss_giou_dn_2: 0.4902 (0.4826)  loss_giou_dn_3: 0.4826 (0.4740)  loss_giou_dn_4: 0.4791 (0.4720)  loss_giou_dn_5: 0.4793 (0.4721)  loss_vfl: 0.7190 (0.7053)  loss_vfl_aux_0: 0.8163 (0.8255)  loss_vfl_aux_1: 0.7653 (0.7698)  loss_vfl_aux_2: 0.7266 (0.7341)  loss_vfl_aux_3: 0.7175 (0.7170)  loss_vfl_aux_4: 0.7266 (0.7084)  loss_vfl_aux_5: 0.7958 (0.8008)  loss_vfl_dn_0: 0.4604 (0.4646)  loss_vfl_dn_1: 0.4054 (0.4020)  loss_vfl_dn_2: 0.3873 (0.3856)  loss_vfl_dn_3: 0.3777 (0.3780)  loss_vfl_dn_4: 0.3766 (0.3753)  loss_vfl_dn_5: 0.3762 (0.3746)  time: 0.4729  data: 0.0140  max mem: 5654
Epoch: [24]  [5100/7393]  eta: 0:18:19  lr: 0.000010  loss: 17.0457 (16.8110)  loss_bbox: 0.1531 (0.1645)  loss_bbox_aux_0: 0.1659 (0.1771)  loss_bbox_aux_1: 0.1555 (0.1693)  loss_bbox_aux_2: 0.1513 (0.1666)  loss_bbox_aux_3: 0.1509 (0.1649)  loss_bbox_aux_4: 0.1545 (0.1645)  loss_bbox_aux_5: 0.2149 (0.2180)  loss_bbox_dn_0: 0.2760 (0.2942)  loss_bbox_dn_1: 0.2088 (0.2248)  loss_bbox_dn_2: 0.1854 (0.2029)  loss_bbox_dn_3: 0.1826 (0.1958)  loss_bbox_dn_4: 0.1818 (0.1943)  loss_bbox_dn_5: 0.1819 (0.1943)  loss_giou: 0.4989 (0.4965)  loss_giou_aux_0: 0.5421 (0.5217)  loss_giou_aux_1: 0.5077 (0.5064)  loss_giou_aux_2: 0.5066 (0.5008)  loss_giou_aux_3: 0.5018 (0.4976)  loss_giou_aux_4: 0.4966 (0.4967)  loss_giou_aux_5: 0.6062 (0.5911)  loss_giou_dn_0: 0.6453 (0.6164)  loss_giou_dn_1: 0.5309 (0.5114)  loss_giou_dn_2: 0.5078 (0.4829)  loss_giou_dn_3: 0.4989 (0.4743)  loss_giou_dn_4: 0.4965 (0.4723)  loss_giou_dn_5: 0.4968 (0.4725)  loss_vfl: 0.7021 (0.7050)  loss_vfl_aux_0: 0.7917 (0.8252)  loss_vfl_aux_1: 0.7550 (0.7696)  loss_vfl_aux_2: 0.7258 (0.7338)  loss_vfl_aux_3: 0.7035 (0.7168)  loss_vfl_aux_4: 0.6968 (0.7081)  loss_vfl_aux_5: 0.8012 (0.8004)  loss_vfl_dn_0: 0.4626 (0.4646)  loss_vfl_dn_1: 0.4067 (0.4020)  loss_vfl_dn_2: 0.3877 (0.3857)  loss_vfl_dn_3: 0.3776 (0.3780)  loss_vfl_dn_4: 0.3753 (0.3753)  loss_vfl_dn_5: 0.3740 (0.3746)  time: 0.4670  data: 0.0139  max mem: 5654
Epoch: [24]  [5200/7393]  eta: 0:17:31  lr: 0.000010  loss: 17.2363 (16.8112)  loss_bbox: 0.1637 (0.1645)  loss_bbox_aux_0: 0.1793 (0.1771)  loss_bbox_aux_1: 0.1694 (0.1692)  loss_bbox_aux_2: 0.1634 (0.1666)  loss_bbox_aux_3: 0.1593 (0.1648)  loss_bbox_aux_4: 0.1637 (0.1645)  loss_bbox_aux_5: 0.2169 (0.2180)  loss_bbox_dn_0: 0.2655 (0.2941)  loss_bbox_dn_1: 0.2105 (0.2246)  loss_bbox_dn_2: 0.2014 (0.2027)  loss_bbox_dn_3: 0.1956 (0.1956)  loss_bbox_dn_4: 0.1926 (0.1941)  loss_bbox_dn_5: 0.1925 (0.1941)  loss_giou: 0.5062 (0.4968)  loss_giou_aux_0: 0.5332 (0.5220)  loss_giou_aux_1: 0.5222 (0.5067)  loss_giou_aux_2: 0.5037 (0.5011)  loss_giou_aux_3: 0.5059 (0.4979)  loss_giou_aux_4: 0.5063 (0.4970)  loss_giou_aux_5: 0.6072 (0.5914)  loss_giou_dn_0: 0.6292 (0.6166)  loss_giou_dn_1: 0.5381 (0.5115)  loss_giou_dn_2: 0.5052 (0.4831)  loss_giou_dn_3: 0.4910 (0.4745)  loss_giou_dn_4: 0.4885 (0.4725)  loss_giou_dn_5: 0.4887 (0.4727)  loss_vfl: 0.6839 (0.7048)  loss_vfl_aux_0: 0.7671 (0.8251)  loss_vfl_aux_1: 0.7766 (0.7695)  loss_vfl_aux_2: 0.7032 (0.7336)  loss_vfl_aux_3: 0.6913 (0.7166)  loss_vfl_aux_4: 0.6908 (0.7079)  loss_vfl_aux_5: 0.7574 (0.8001)  loss_vfl_dn_0: 0.4622 (0.4646)  loss_vfl_dn_1: 0.4019 (0.4020)  loss_vfl_dn_2: 0.3847 (0.3856)  loss_vfl_dn_3: 0.3762 (0.3780)  loss_vfl_dn_4: 0.3741 (0.3753)  loss_vfl_dn_5: 0.3722 (0.3746)  time: 0.4739  data: 0.0138  max mem: 5654
Epoch: [24]  [5300/7393]  eta: 0:16:43  lr: 0.000010  loss: 17.0512 (16.8131)  loss_bbox: 0.1692 (0.1644)  loss_bbox_aux_0: 0.1917 (0.1770)  loss_bbox_aux_1: 0.1739 (0.1691)  loss_bbox_aux_2: 0.1774 (0.1665)  loss_bbox_aux_3: 0.1664 (0.1647)  loss_bbox_aux_4: 0.1648 (0.1644)  loss_bbox_aux_5: 0.2237 (0.2178)  loss_bbox_dn_0: 0.2795 (0.2939)  loss_bbox_dn_1: 0.2062 (0.2245)  loss_bbox_dn_2: 0.1894 (0.2026)  loss_bbox_dn_3: 0.1854 (0.1955)  loss_bbox_dn_4: 0.1834 (0.1940)  loss_bbox_dn_5: 0.1833 (0.1940)  loss_giou: 0.4918 (0.4971)  loss_giou_aux_0: 0.5132 (0.5223)  loss_giou_aux_1: 0.4903 (0.5070)  loss_giou_aux_2: 0.4925 (0.5014)  loss_giou_aux_3: 0.4875 (0.4982)  loss_giou_aux_4: 0.4918 (0.4973)  loss_giou_aux_5: 0.6020 (0.5916)  loss_giou_dn_0: 0.6211 (0.6167)  loss_giou_dn_1: 0.5080 (0.5117)  loss_giou_dn_2: 0.4802 (0.4832)  loss_giou_dn_3: 0.4727 (0.4746)  loss_giou_dn_4: 0.4727 (0.4726)  loss_giou_dn_5: 0.4728 (0.4728)  loss_vfl: 0.7190 (0.7048)  loss_vfl_aux_0: 0.8447 (0.8251)  loss_vfl_aux_1: 0.7942 (0.7694)  loss_vfl_aux_2: 0.7495 (0.7336)  loss_vfl_aux_3: 0.7341 (0.7167)  loss_vfl_aux_4: 0.7208 (0.7079)  loss_vfl_aux_5: 0.8209 (0.8002)  loss_vfl_dn_0: 0.4689 (0.4646)  loss_vfl_dn_1: 0.4025 (0.4021)  loss_vfl_dn_2: 0.3855 (0.3857)  loss_vfl_dn_3: 0.3771 (0.3781)  loss_vfl_dn_4: 0.3728 (0.3753)  loss_vfl_dn_5: 0.3731 (0.3746)  time: 0.4653  data: 0.0140  max mem: 5654
Epoch: [24]  [5400/7393]  eta: 0:15:54  lr: 0.000010  loss: 17.0201 (16.8142)  loss_bbox: 0.1616 (0.1644)  loss_bbox_aux_0: 0.1745 (0.1771)  loss_bbox_aux_1: 0.1645 (0.1692)  loss_bbox_aux_2: 0.1621 (0.1665)  loss_bbox_aux_3: 0.1635 (0.1648)  loss_bbox_aux_4: 0.1622 (0.1644)  loss_bbox_aux_5: 0.2110 (0.2178)  loss_bbox_dn_0: 0.2789 (0.2940)  loss_bbox_dn_1: 0.2123 (0.2246)  loss_bbox_dn_2: 0.1895 (0.2027)  loss_bbox_dn_3: 0.1827 (0.1955)  loss_bbox_dn_4: 0.1817 (0.1940)  loss_bbox_dn_5: 0.1818 (0.1940)  loss_giou: 0.5510 (0.4973)  loss_giou_aux_0: 0.5728 (0.5224)  loss_giou_aux_1: 0.5511 (0.5071)  loss_giou_aux_2: 0.5576 (0.5016)  loss_giou_aux_3: 0.5551 (0.4983)  loss_giou_aux_4: 0.5487 (0.4974)  loss_giou_aux_5: 0.6437 (0.5918)  loss_giou_dn_0: 0.6570 (0.6168)  loss_giou_dn_1: 0.5486 (0.5118)  loss_giou_dn_2: 0.5237 (0.4833)  loss_giou_dn_3: 0.5192 (0.4747)  loss_giou_dn_4: 0.5181 (0.4727)  loss_giou_dn_5: 0.5182 (0.4729)  loss_vfl: 0.6975 (0.7047)  loss_vfl_aux_0: 0.7889 (0.8250)  loss_vfl_aux_1: 0.7455 (0.7692)  loss_vfl_aux_2: 0.7211 (0.7335)  loss_vfl_aux_3: 0.7013 (0.7165)  loss_vfl_aux_4: 0.7022 (0.7078)  loss_vfl_aux_5: 0.8021 (0.8001)  loss_vfl_dn_0: 0.4640 (0.4646)  loss_vfl_dn_1: 0.4012 (0.4020)  loss_vfl_dn_2: 0.3867 (0.3857)  loss_vfl_dn_3: 0.3812 (0.3780)  loss_vfl_dn_4: 0.3797 (0.3753)  loss_vfl_dn_5: 0.3793 (0.3746)  time: 0.4646  data: 0.0146  max mem: 5654
Epoch: [24]  [5500/7393]  eta: 0:15:06  lr: 0.000010  loss: 16.6506 (16.8162)  loss_bbox: 0.1568 (0.1645)  loss_bbox_aux_0: 0.1714 (0.1771)  loss_bbox_aux_1: 0.1575 (0.1692)  loss_bbox_aux_2: 0.1613 (0.1666)  loss_bbox_aux_3: 0.1581 (0.1649)  loss_bbox_aux_4: 0.1587 (0.1645)  loss_bbox_aux_5: 0.2005 (0.2179)  loss_bbox_dn_0: 0.2639 (0.2941)  loss_bbox_dn_1: 0.1908 (0.2247)  loss_bbox_dn_2: 0.1794 (0.2027)  loss_bbox_dn_3: 0.1708 (0.1956)  loss_bbox_dn_4: 0.1695 (0.1941)  loss_bbox_dn_5: 0.1695 (0.1941)  loss_giou: 0.4734 (0.4971)  loss_giou_aux_0: 0.5096 (0.5223)  loss_giou_aux_1: 0.4895 (0.5070)  loss_giou_aux_2: 0.4888 (0.5014)  loss_giou_aux_3: 0.4758 (0.4982)  loss_giou_aux_4: 0.4754 (0.4973)  loss_giou_aux_5: 0.5920 (0.5917)  loss_giou_dn_0: 0.6031 (0.6167)  loss_giou_dn_1: 0.4917 (0.5117)  loss_giou_dn_2: 0.4619 (0.4832)  loss_giou_dn_3: 0.4537 (0.4746)  loss_giou_dn_4: 0.4530 (0.4726)  loss_giou_dn_5: 0.4533 (0.4728)  loss_vfl: 0.7263 (0.7050)  loss_vfl_aux_0: 0.8426 (0.8254)  loss_vfl_aux_1: 0.7763 (0.7696)  loss_vfl_aux_2: 0.7401 (0.7337)  loss_vfl_aux_3: 0.7229 (0.7168)  loss_vfl_aux_4: 0.7263 (0.7081)  loss_vfl_aux_5: 0.8007 (0.8004)  loss_vfl_dn_0: 0.4677 (0.4646)  loss_vfl_dn_1: 0.3994 (0.4021)  loss_vfl_dn_2: 0.3836 (0.3857)  loss_vfl_dn_3: 0.3799 (0.3781)  loss_vfl_dn_4: 0.3775 (0.3754)  loss_vfl_dn_5: 0.3765 (0.3746)  time: 0.4723  data: 0.0137  max mem: 5654
Epoch: [24]  [5600/7393]  eta: 0:14:18  lr: 0.000010  loss: 16.7054 (16.8146)  loss_bbox: 0.1476 (0.1645)  loss_bbox_aux_0: 0.1586 (0.1771)  loss_bbox_aux_1: 0.1496 (0.1692)  loss_bbox_aux_2: 0.1493 (0.1666)  loss_bbox_aux_3: 0.1479 (0.1648)  loss_bbox_aux_4: 0.1468 (0.1645)  loss_bbox_aux_5: 0.2077 (0.2180)  loss_bbox_dn_0: 0.3165 (0.2942)  loss_bbox_dn_1: 0.2446 (0.2247)  loss_bbox_dn_2: 0.2165 (0.2028)  loss_bbox_dn_3: 0.2026 (0.1956)  loss_bbox_dn_4: 0.1983 (0.1941)  loss_bbox_dn_5: 0.1986 (0.1941)  loss_giou: 0.4452 (0.4970)  loss_giou_aux_0: 0.4663 (0.5222)  loss_giou_aux_1: 0.4497 (0.5069)  loss_giou_aux_2: 0.4381 (0.5013)  loss_giou_aux_3: 0.4383 (0.4981)  loss_giou_aux_4: 0.4437 (0.4972)  loss_giou_aux_5: 0.5388 (0.5916)  loss_giou_dn_0: 0.6056 (0.6167)  loss_giou_dn_1: 0.4808 (0.5116)  loss_giou_dn_2: 0.4509 (0.4831)  loss_giou_dn_3: 0.4419 (0.4745)  loss_giou_dn_4: 0.4391 (0.4725)  loss_giou_dn_5: 0.4396 (0.4727)  loss_vfl: 0.7044 (0.7049)  loss_vfl_aux_0: 0.8574 (0.8254)  loss_vfl_aux_1: 0.7994 (0.7696)  loss_vfl_aux_2: 0.7509 (0.7336)  loss_vfl_aux_3: 0.7092 (0.7167)  loss_vfl_aux_4: 0.7129 (0.7080)  loss_vfl_aux_5: 0.8429 (0.8003)  loss_vfl_dn_0: 0.4589 (0.4646)  loss_vfl_dn_1: 0.3947 (0.4020)  loss_vfl_dn_2: 0.3754 (0.3857)  loss_vfl_dn_3: 0.3671 (0.3780)  loss_vfl_dn_4: 0.3667 (0.3753)  loss_vfl_dn_5: 0.3686 (0.3746)  time: 0.4702  data: 0.0136  max mem: 5654
Epoch: [24]  [5700/7393]  eta: 0:13:30  lr: 0.000010  loss: 16.5753 (16.8116)  loss_bbox: 0.1774 (0.1645)  loss_bbox_aux_0: 0.1811 (0.1771)  loss_bbox_aux_1: 0.1740 (0.1692)  loss_bbox_aux_2: 0.1794 (0.1665)  loss_bbox_aux_3: 0.1773 (0.1648)  loss_bbox_aux_4: 0.1773 (0.1644)  loss_bbox_aux_5: 0.2099 (0.2180)  loss_bbox_dn_0: 0.3057 (0.2941)  loss_bbox_dn_1: 0.2393 (0.2247)  loss_bbox_dn_2: 0.2071 (0.2027)  loss_bbox_dn_3: 0.1970 (0.1955)  loss_bbox_dn_4: 0.1934 (0.1941)  loss_bbox_dn_5: 0.1934 (0.1940)  loss_giou: 0.4220 (0.4969)  loss_giou_aux_0: 0.4572 (0.5221)  loss_giou_aux_1: 0.4569 (0.5068)  loss_giou_aux_2: 0.4406 (0.5012)  loss_giou_aux_3: 0.4298 (0.4980)  loss_giou_aux_4: 0.4330 (0.4970)  loss_giou_aux_5: 0.5067 (0.5915)  loss_giou_dn_0: 0.5788 (0.6166)  loss_giou_dn_1: 0.4864 (0.5115)  loss_giou_dn_2: 0.4615 (0.4830)  loss_giou_dn_3: 0.4559 (0.4744)  loss_giou_dn_4: 0.4544 (0.4724)  loss_giou_dn_5: 0.4545 (0.4726)  loss_vfl: 0.7323 (0.7048)  loss_vfl_aux_0: 0.8416 (0.8254)  loss_vfl_aux_1: 0.7756 (0.7696)  loss_vfl_aux_2: 0.7589 (0.7336)  loss_vfl_aux_3: 0.7549 (0.7166)  loss_vfl_aux_4: 0.7413 (0.7080)  loss_vfl_aux_5: 0.8056 (0.8002)  loss_vfl_dn_0: 0.4591 (0.4646)  loss_vfl_dn_1: 0.3941 (0.4020)  loss_vfl_dn_2: 0.3839 (0.3856)  loss_vfl_dn_3: 0.3823 (0.3780)  loss_vfl_dn_4: 0.3795 (0.3753)  loss_vfl_dn_5: 0.3775 (0.3745)  time: 0.4699  data: 0.0142  max mem: 5654
Epoch: [24]  [5800/7393]  eta: 0:12:44  lr: 0.000010  loss: 17.2977 (16.8140)  loss_bbox: 0.1602 (0.1645)  loss_bbox_aux_0: 0.1766 (0.1771)  loss_bbox_aux_1: 0.1725 (0.1692)  loss_bbox_aux_2: 0.1754 (0.1666)  loss_bbox_aux_3: 0.1677 (0.1649)  loss_bbox_aux_4: 0.1624 (0.1645)  loss_bbox_aux_5: 0.2092 (0.2181)  loss_bbox_dn_0: 0.2593 (0.2943)  loss_bbox_dn_1: 0.2052 (0.2248)  loss_bbox_dn_2: 0.1816 (0.2028)  loss_bbox_dn_3: 0.1719 (0.1956)  loss_bbox_dn_4: 0.1703 (0.1942)  loss_bbox_dn_5: 0.1704 (0.1942)  loss_giou: 0.5784 (0.4969)  loss_giou_aux_0: 0.6041 (0.5221)  loss_giou_aux_1: 0.5701 (0.5068)  loss_giou_aux_2: 0.5619 (0.5012)  loss_giou_aux_3: 0.5728 (0.4980)  loss_giou_aux_4: 0.5713 (0.4971)  loss_giou_aux_5: 0.6454 (0.5916)  loss_giou_dn_0: 0.6402 (0.6166)  loss_giou_dn_1: 0.5399 (0.5115)  loss_giou_dn_2: 0.5065 (0.4830)  loss_giou_dn_3: 0.4982 (0.4744)  loss_giou_dn_4: 0.4950 (0.4724)  loss_giou_dn_5: 0.4952 (0.4726)  loss_vfl: 0.6700 (0.7048)  loss_vfl_aux_0: 0.7853 (0.8256)  loss_vfl_aux_1: 0.7352 (0.7698)  loss_vfl_aux_2: 0.6988 (0.7337)  loss_vfl_aux_3: 0.6805 (0.7166)  loss_vfl_aux_4: 0.6658 (0.7080)  loss_vfl_aux_5: 0.7597 (0.8003)  loss_vfl_dn_0: 0.4626 (0.4646)  loss_vfl_dn_1: 0.3982 (0.4020)  loss_vfl_dn_2: 0.3824 (0.3856)  loss_vfl_dn_3: 0.3725 (0.3780)  loss_vfl_dn_4: 0.3704 (0.3753)  loss_vfl_dn_5: 0.3689 (0.3745)  time: 0.4773  data: 0.0141  max mem: 5654
Epoch: [24]  [5900/7393]  eta: 0:11:56  lr: 0.000010  loss: 16.5439 (16.8167)  loss_bbox: 0.1570 (0.1644)  loss_bbox_aux_0: 0.1652 (0.1771)  loss_bbox_aux_1: 0.1565 (0.1691)  loss_bbox_aux_2: 0.1565 (0.1665)  loss_bbox_aux_3: 0.1586 (0.1648)  loss_bbox_aux_4: 0.1581 (0.1644)  loss_bbox_aux_5: 0.2049 (0.2179)  loss_bbox_dn_0: 0.2687 (0.2942)  loss_bbox_dn_1: 0.1993 (0.2248)  loss_bbox_dn_2: 0.1805 (0.2027)  loss_bbox_dn_3: 0.1747 (0.1955)  loss_bbox_dn_4: 0.1731 (0.1941)  loss_bbox_dn_5: 0.1726 (0.1941)  loss_giou: 0.4409 (0.4972)  loss_giou_aux_0: 0.4727 (0.5224)  loss_giou_aux_1: 0.4476 (0.5070)  loss_giou_aux_2: 0.4432 (0.5014)  loss_giou_aux_3: 0.4471 (0.4983)  loss_giou_aux_4: 0.4452 (0.4973)  loss_giou_aux_5: 0.5504 (0.5919)  loss_giou_dn_0: 0.5807 (0.6168)  loss_giou_dn_1: 0.4796 (0.5118)  loss_giou_dn_2: 0.4523 (0.4832)  loss_giou_dn_3: 0.4430 (0.4746)  loss_giou_dn_4: 0.4431 (0.4726)  loss_giou_dn_5: 0.4441 (0.4728)  loss_vfl: 0.6999 (0.7048)  loss_vfl_aux_0: 0.8089 (0.8257)  loss_vfl_aux_1: 0.7914 (0.7701)  loss_vfl_aux_2: 0.7241 (0.7339)  loss_vfl_aux_3: 0.6995 (0.7166)  loss_vfl_aux_4: 0.6975 (0.7080)  loss_vfl_aux_5: 0.7965 (0.8003)  loss_vfl_dn_0: 0.4625 (0.4646)  loss_vfl_dn_1: 0.4035 (0.4021)  loss_vfl_dn_2: 0.3885 (0.3857)  loss_vfl_dn_3: 0.3786 (0.3781)  loss_vfl_dn_4: 0.3758 (0.3754)  loss_vfl_dn_5: 0.3742 (0.3746)  time: 0.4767  data: 0.0141  max mem: 5654
Epoch: [24]  [6000/7393]  eta: 0:11:07  lr: 0.000010  loss: 16.5013 (16.8146)  loss_bbox: 0.1572 (0.1645)  loss_bbox_aux_0: 0.1658 (0.1771)  loss_bbox_aux_1: 0.1552 (0.1691)  loss_bbox_aux_2: 0.1580 (0.1665)  loss_bbox_aux_3: 0.1632 (0.1648)  loss_bbox_aux_4: 0.1602 (0.1644)  loss_bbox_aux_5: 0.2038 (0.2179)  loss_bbox_dn_0: 0.2652 (0.2942)  loss_bbox_dn_1: 0.2053 (0.2248)  loss_bbox_dn_2: 0.1829 (0.2027)  loss_bbox_dn_3: 0.1749 (0.1956)  loss_bbox_dn_4: 0.1737 (0.1941)  loss_bbox_dn_5: 0.1741 (0.1941)  loss_giou: 0.4564 (0.4970)  loss_giou_aux_0: 0.4773 (0.5222)  loss_giou_aux_1: 0.4449 (0.5067)  loss_giou_aux_2: 0.4531 (0.5012)  loss_giou_aux_3: 0.4562 (0.4980)  loss_giou_aux_4: 0.4562 (0.4971)  loss_giou_aux_5: 0.5472 (0.5916)  loss_giou_dn_0: 0.5900 (0.6166)  loss_giou_dn_1: 0.4819 (0.5116)  loss_giou_dn_2: 0.4433 (0.4831)  loss_giou_dn_3: 0.4318 (0.4744)  loss_giou_dn_4: 0.4289 (0.4724)  loss_giou_dn_5: 0.4288 (0.4726)  loss_vfl: 0.6312 (0.7049)  loss_vfl_aux_0: 0.7556 (0.8258)  loss_vfl_aux_1: 0.7317 (0.7702)  loss_vfl_aux_2: 0.6677 (0.7340)  loss_vfl_aux_3: 0.6400 (0.7167)  loss_vfl_aux_4: 0.6346 (0.7081)  loss_vfl_aux_5: 0.7280 (0.8003)  loss_vfl_dn_0: 0.4618 (0.4647)  loss_vfl_dn_1: 0.3937 (0.4021)  loss_vfl_dn_2: 0.3772 (0.3857)  loss_vfl_dn_3: 0.3738 (0.3781)  loss_vfl_dn_4: 0.3702 (0.3754)  loss_vfl_dn_5: 0.3688 (0.3746)  time: 0.4696  data: 0.0142  max mem: 5654
Epoch: [24]  [6100/7393]  eta: 0:10:20  lr: 0.000010  loss: 17.2208 (16.8153)  loss_bbox: 0.1554 (0.1644)  loss_bbox_aux_0: 0.1673 (0.1770)  loss_bbox_aux_1: 0.1660 (0.1690)  loss_bbox_aux_2: 0.1611 (0.1664)  loss_bbox_aux_3: 0.1568 (0.1647)  loss_bbox_aux_4: 0.1561 (0.1644)  loss_bbox_aux_5: 0.1946 (0.2179)  loss_bbox_dn_0: 0.2679 (0.2940)  loss_bbox_dn_1: 0.2094 (0.2247)  loss_bbox_dn_2: 0.1950 (0.2026)  loss_bbox_dn_3: 0.1889 (0.1955)  loss_bbox_dn_4: 0.1869 (0.1940)  loss_bbox_dn_5: 0.1870 (0.1940)  loss_giou: 0.5326 (0.4972)  loss_giou_aux_0: 0.5542 (0.5224)  loss_giou_aux_1: 0.5399 (0.5070)  loss_giou_aux_2: 0.5375 (0.5014)  loss_giou_aux_3: 0.5304 (0.4982)  loss_giou_aux_4: 0.5355 (0.4973)  loss_giou_aux_5: 0.6240 (0.5918)  loss_giou_dn_0: 0.6625 (0.6167)  loss_giou_dn_1: 0.5503 (0.5117)  loss_giou_dn_2: 0.5132 (0.4832)  loss_giou_dn_3: 0.5019 (0.4745)  loss_giou_dn_4: 0.5009 (0.4725)  loss_giou_dn_5: 0.5009 (0.4727)  loss_vfl: 0.7057 (0.7048)  loss_vfl_aux_0: 0.8096 (0.8258)  loss_vfl_aux_1: 0.7803 (0.7702)  loss_vfl_aux_2: 0.7530 (0.7340)  loss_vfl_aux_3: 0.7215 (0.7166)  loss_vfl_aux_4: 0.7077 (0.7079)  loss_vfl_aux_5: 0.7732 (0.8002)  loss_vfl_dn_0: 0.4527 (0.4646)  loss_vfl_dn_1: 0.4036 (0.4020)  loss_vfl_dn_2: 0.3909 (0.3857)  loss_vfl_dn_3: 0.3850 (0.3781)  loss_vfl_dn_4: 0.3815 (0.3754)  loss_vfl_dn_5: 0.3795 (0.3746)  time: 0.4757  data: 0.0136  max mem: 5654
Epoch: [24]  [6200/7393]  eta: 0:09:32  lr: 0.000010  loss: 16.4861 (16.8148)  loss_bbox: 0.1495 (0.1644)  loss_bbox_aux_0: 0.1599 (0.1771)  loss_bbox_aux_1: 0.1627 (0.1691)  loss_bbox_aux_2: 0.1544 (0.1664)  loss_bbox_aux_3: 0.1528 (0.1648)  loss_bbox_aux_4: 0.1495 (0.1644)  loss_bbox_aux_5: 0.2006 (0.2180)  loss_bbox_dn_0: 0.2679 (0.2941)  loss_bbox_dn_1: 0.1987 (0.2247)  loss_bbox_dn_2: 0.1711 (0.2027)  loss_bbox_dn_3: 0.1615 (0.1955)  loss_bbox_dn_4: 0.1598 (0.1940)  loss_bbox_dn_5: 0.1598 (0.1940)  loss_giou: 0.5060 (0.4972)  loss_giou_aux_0: 0.5215 (0.5223)  loss_giou_aux_1: 0.5126 (0.5069)  loss_giou_aux_2: 0.5100 (0.5013)  loss_giou_aux_3: 0.5110 (0.4982)  loss_giou_aux_4: 0.5103 (0.4973)  loss_giou_aux_5: 0.5911 (0.5918)  loss_giou_dn_0: 0.6161 (0.6166)  loss_giou_dn_1: 0.5174 (0.5116)  loss_giou_dn_2: 0.4933 (0.4831)  loss_giou_dn_3: 0.4857 (0.4744)  loss_giou_dn_4: 0.4855 (0.4724)  loss_giou_dn_5: 0.4859 (0.4726)  loss_vfl: 0.6802 (0.7047)  loss_vfl_aux_0: 0.7926 (0.8258)  loss_vfl_aux_1: 0.7346 (0.7702)  loss_vfl_aux_2: 0.7144 (0.7340)  loss_vfl_aux_3: 0.6947 (0.7166)  loss_vfl_aux_4: 0.6807 (0.7079)  loss_vfl_aux_5: 0.7726 (0.8001)  loss_vfl_dn_0: 0.4585 (0.4646)  loss_vfl_dn_1: 0.3986 (0.4020)  loss_vfl_dn_2: 0.3827 (0.3857)  loss_vfl_dn_3: 0.3754 (0.3781)  loss_vfl_dn_4: 0.3754 (0.3754)  loss_vfl_dn_5: 0.3736 (0.3746)  time: 0.4723  data: 0.0136  max mem: 5654
Epoch: [24]  [6300/7393]  eta: 0:08:44  lr: 0.000010  loss: 16.5262 (16.8149)  loss_bbox: 0.1621 (0.1644)  loss_bbox_aux_0: 0.1793 (0.1771)  loss_bbox_aux_1: 0.1686 (0.1690)  loss_bbox_aux_2: 0.1658 (0.1664)  loss_bbox_aux_3: 0.1632 (0.1647)  loss_bbox_aux_4: 0.1609 (0.1644)  loss_bbox_aux_5: 0.2286 (0.2179)  loss_bbox_dn_0: 0.3172 (0.2940)  loss_bbox_dn_1: 0.2347 (0.2246)  loss_bbox_dn_2: 0.2134 (0.2026)  loss_bbox_dn_3: 0.2101 (0.1955)  loss_bbox_dn_4: 0.2095 (0.1940)  loss_bbox_dn_5: 0.2095 (0.1940)  loss_giou: 0.4651 (0.4972)  loss_giou_aux_0: 0.4673 (0.5224)  loss_giou_aux_1: 0.4589 (0.5070)  loss_giou_aux_2: 0.4541 (0.5014)  loss_giou_aux_3: 0.4688 (0.4983)  loss_giou_aux_4: 0.4633 (0.4974)  loss_giou_aux_5: 0.5493 (0.5919)  loss_giou_dn_0: 0.5991 (0.6167)  loss_giou_dn_1: 0.4963 (0.5118)  loss_giou_dn_2: 0.4743 (0.4832)  loss_giou_dn_3: 0.4652 (0.4746)  loss_giou_dn_4: 0.4629 (0.4725)  loss_giou_dn_5: 0.4628 (0.4727)  loss_vfl: 0.6744 (0.7047)  loss_vfl_aux_0: 0.8054 (0.8256)  loss_vfl_aux_1: 0.7430 (0.7701)  loss_vfl_aux_2: 0.7118 (0.7339)  loss_vfl_aux_3: 0.6827 (0.7165)  loss_vfl_aux_4: 0.6703 (0.7078)  loss_vfl_aux_5: 0.7559 (0.8000)  loss_vfl_dn_0: 0.4660 (0.4647)  loss_vfl_dn_1: 0.4029 (0.4021)  loss_vfl_dn_2: 0.3898 (0.3857)  loss_vfl_dn_3: 0.3792 (0.3781)  loss_vfl_dn_4: 0.3784 (0.3754)  loss_vfl_dn_5: 0.3791 (0.3747)  time: 0.4642  data: 0.0140  max mem: 5654
Epoch: [24]  [6400/7393]  eta: 0:07:56  lr: 0.000010  loss: 15.9404 (16.8123)  loss_bbox: 0.1501 (0.1643)  loss_bbox_aux_0: 0.1513 (0.1770)  loss_bbox_aux_1: 0.1513 (0.1689)  loss_bbox_aux_2: 0.1516 (0.1663)  loss_bbox_aux_3: 0.1509 (0.1647)  loss_bbox_aux_4: 0.1431 (0.1643)  loss_bbox_aux_5: 0.1920 (0.2178)  loss_bbox_dn_0: 0.2467 (0.2938)  loss_bbox_dn_1: 0.1834 (0.2244)  loss_bbox_dn_2: 0.1641 (0.2024)  loss_bbox_dn_3: 0.1591 (0.1953)  loss_bbox_dn_4: 0.1564 (0.1938)  loss_bbox_dn_5: 0.1564 (0.1938)  loss_giou: 0.4781 (0.4974)  loss_giou_aux_0: 0.4879 (0.5225)  loss_giou_aux_1: 0.4706 (0.5071)  loss_giou_aux_2: 0.4721 (0.5014)  loss_giou_aux_3: 0.4773 (0.4984)  loss_giou_aux_4: 0.4850 (0.4975)  loss_giou_aux_5: 0.5580 (0.5920)  loss_giou_dn_0: 0.6004 (0.6166)  loss_giou_dn_1: 0.4981 (0.5117)  loss_giou_dn_2: 0.4787 (0.4832)  loss_giou_dn_3: 0.4731 (0.4746)  loss_giou_dn_4: 0.4721 (0.4725)  loss_giou_dn_5: 0.4727 (0.4727)  loss_vfl: 0.6729 (0.7045)  loss_vfl_aux_0: 0.7968 (0.8255)  loss_vfl_aux_1: 0.7179 (0.7700)  loss_vfl_aux_2: 0.6837 (0.7338)  loss_vfl_aux_3: 0.6799 (0.7164)  loss_vfl_aux_4: 0.6738 (0.7076)  loss_vfl_aux_5: 0.7670 (0.7999)  loss_vfl_dn_0: 0.4542 (0.4646)  loss_vfl_dn_1: 0.3894 (0.4020)  loss_vfl_dn_2: 0.3784 (0.3857)  loss_vfl_dn_3: 0.3728 (0.3781)  loss_vfl_dn_4: 0.3699 (0.3754)  loss_vfl_dn_5: 0.3681 (0.3746)  time: 0.4863  data: 0.0142  max mem: 5654
Epoch: [24]  [6500/7393]  eta: 0:07:08  lr: 0.000010  loss: 17.2511 (16.8114)  loss_bbox: 0.1617 (0.1643)  loss_bbox_aux_0: 0.1656 (0.1769)  loss_bbox_aux_1: 0.1670 (0.1689)  loss_bbox_aux_2: 0.1602 (0.1663)  loss_bbox_aux_3: 0.1598 (0.1646)  loss_bbox_aux_4: 0.1604 (0.1643)  loss_bbox_aux_5: 0.1971 (0.2177)  loss_bbox_dn_0: 0.2619 (0.2937)  loss_bbox_dn_1: 0.2066 (0.2243)  loss_bbox_dn_2: 0.1872 (0.2024)  loss_bbox_dn_3: 0.1833 (0.1952)  loss_bbox_dn_4: 0.1819 (0.1937)  loss_bbox_dn_5: 0.1819 (0.1937)  loss_giou: 0.4659 (0.4974)  loss_giou_aux_0: 0.4985 (0.5226)  loss_giou_aux_1: 0.4807 (0.5072)  loss_giou_aux_2: 0.4727 (0.5015)  loss_giou_aux_3: 0.4824 (0.4984)  loss_giou_aux_4: 0.4780 (0.4976)  loss_giou_aux_5: 0.5642 (0.5921)  loss_giou_dn_0: 0.6059 (0.6167)  loss_giou_dn_1: 0.4966 (0.5118)  loss_giou_dn_2: 0.4794 (0.4832)  loss_giou_dn_3: 0.4733 (0.4746)  loss_giou_dn_4: 0.4718 (0.4726)  loss_giou_dn_5: 0.4719 (0.4727)  loss_vfl: 0.7287 (0.7044)  loss_vfl_aux_0: 0.8482 (0.8253)  loss_vfl_aux_1: 0.7790 (0.7699)  loss_vfl_aux_2: 0.7590 (0.7337)  loss_vfl_aux_3: 0.7433 (0.7163)  loss_vfl_aux_4: 0.7374 (0.7075)  loss_vfl_aux_5: 0.7873 (0.7996)  loss_vfl_dn_0: 0.4703 (0.4646)  loss_vfl_dn_1: 0.4107 (0.4020)  loss_vfl_dn_2: 0.3942 (0.3857)  loss_vfl_dn_3: 0.3857 (0.3781)  loss_vfl_dn_4: 0.3810 (0.3753)  loss_vfl_dn_5: 0.3816 (0.3746)  time: 0.4608  data: 0.0143  max mem: 5654
Epoch: [24]  [6600/7393]  eta: 0:06:20  lr: 0.000010  loss: 16.7241 (16.8119)  loss_bbox: 0.1479 (0.1643)  loss_bbox_aux_0: 0.1652 (0.1769)  loss_bbox_aux_1: 0.1551 (0.1688)  loss_bbox_aux_2: 0.1499 (0.1662)  loss_bbox_aux_3: 0.1536 (0.1646)  loss_bbox_aux_4: 0.1532 (0.1642)  loss_bbox_aux_5: 0.1966 (0.2176)  loss_bbox_dn_0: 0.2744 (0.2936)  loss_bbox_dn_1: 0.2073 (0.2243)  loss_bbox_dn_2: 0.1888 (0.2023)  loss_bbox_dn_3: 0.1808 (0.1951)  loss_bbox_dn_4: 0.1807 (0.1937)  loss_bbox_dn_5: 0.1807 (0.1936)  loss_giou: 0.4868 (0.4975)  loss_giou_aux_0: 0.4990 (0.5226)  loss_giou_aux_1: 0.4968 (0.5072)  loss_giou_aux_2: 0.5033 (0.5015)  loss_giou_aux_3: 0.5049 (0.4985)  loss_giou_aux_4: 0.4999 (0.4976)  loss_giou_aux_5: 0.5779 (0.5921)  loss_giou_dn_0: 0.6171 (0.6167)  loss_giou_dn_1: 0.5069 (0.5118)  loss_giou_dn_2: 0.4806 (0.4832)  loss_giou_dn_3: 0.4711 (0.4746)  loss_giou_dn_4: 0.4688 (0.4726)  loss_giou_dn_5: 0.4687 (0.4728)  loss_vfl: 0.7334 (0.7046)  loss_vfl_aux_0: 0.8260 (0.8255)  loss_vfl_aux_1: 0.7829 (0.7701)  loss_vfl_aux_2: 0.7368 (0.7339)  loss_vfl_aux_3: 0.7281 (0.7164)  loss_vfl_aux_4: 0.7136 (0.7077)  loss_vfl_aux_5: 0.7927 (0.7996)  loss_vfl_dn_0: 0.4643 (0.4646)  loss_vfl_dn_1: 0.4039 (0.4020)  loss_vfl_dn_2: 0.3872 (0.3857)  loss_vfl_dn_3: 0.3791 (0.3781)  loss_vfl_dn_4: 0.3773 (0.3754)  loss_vfl_dn_5: 0.3773 (0.3746)  time: 0.4631  data: 0.0144  max mem: 5654
Epoch: [24]  [6700/7393]  eta: 0:05:32  lr: 0.000010  loss: 16.2963 (16.8105)  loss_bbox: 0.1543 (0.1643)  loss_bbox_aux_0: 0.1706 (0.1769)  loss_bbox_aux_1: 0.1607 (0.1688)  loss_bbox_aux_2: 0.1567 (0.1662)  loss_bbox_aux_3: 0.1482 (0.1645)  loss_bbox_aux_4: 0.1563 (0.1642)  loss_bbox_aux_5: 0.1978 (0.2176)  loss_bbox_dn_0: 0.2840 (0.2935)  loss_bbox_dn_1: 0.2262 (0.2242)  loss_bbox_dn_2: 0.2053 (0.2022)  loss_bbox_dn_3: 0.1994 (0.1951)  loss_bbox_dn_4: 0.1979 (0.1936)  loss_bbox_dn_5: 0.1979 (0.1936)  loss_giou: 0.4703 (0.4975)  loss_giou_aux_0: 0.4823 (0.5227)  loss_giou_aux_1: 0.4767 (0.5072)  loss_giou_aux_2: 0.4762 (0.5016)  loss_giou_aux_3: 0.4702 (0.4985)  loss_giou_aux_4: 0.4717 (0.4976)  loss_giou_aux_5: 0.5469 (0.5922)  loss_giou_dn_0: 0.5823 (0.6166)  loss_giou_dn_1: 0.4868 (0.5117)  loss_giou_dn_2: 0.4664 (0.4832)  loss_giou_dn_3: 0.4596 (0.4746)  loss_giou_dn_4: 0.4584 (0.4726)  loss_giou_dn_5: 0.4587 (0.4727)  loss_vfl: 0.6803 (0.7044)  loss_vfl_aux_0: 0.8155 (0.8254)  loss_vfl_aux_1: 0.7702 (0.7699)  loss_vfl_aux_2: 0.7177 (0.7337)  loss_vfl_aux_3: 0.7038 (0.7163)  loss_vfl_aux_4: 0.6789 (0.7075)  loss_vfl_aux_5: 0.8030 (0.7996)  loss_vfl_dn_0: 0.4648 (0.4646)  loss_vfl_dn_1: 0.4000 (0.4020)  loss_vfl_dn_2: 0.3831 (0.3856)  loss_vfl_dn_3: 0.3736 (0.3780)  loss_vfl_dn_4: 0.3712 (0.3753)  loss_vfl_dn_5: 0.3730 (0.3746)  time: 0.4746  data: 0.0144  max mem: 5654
Epoch: [24]  [6800/7393]  eta: 0:04:44  lr: 0.000010  loss: 16.1463 (16.8099)  loss_bbox: 0.1501 (0.1643)  loss_bbox_aux_0: 0.1630 (0.1769)  loss_bbox_aux_1: 0.1570 (0.1689)  loss_bbox_aux_2: 0.1488 (0.1662)  loss_bbox_aux_3: 0.1466 (0.1646)  loss_bbox_aux_4: 0.1493 (0.1643)  loss_bbox_aux_5: 0.2035 (0.2177)  loss_bbox_dn_0: 0.2982 (0.2936)  loss_bbox_dn_1: 0.2296 (0.2243)  loss_bbox_dn_2: 0.2080 (0.2023)  loss_bbox_dn_3: 0.1970 (0.1951)  loss_bbox_dn_4: 0.1941 (0.1937)  loss_bbox_dn_5: 0.1941 (0.1936)  loss_giou: 0.4547 (0.4976)  loss_giou_aux_0: 0.4879 (0.5227)  loss_giou_aux_1: 0.4751 (0.5073)  loss_giou_aux_2: 0.4599 (0.5017)  loss_giou_aux_3: 0.4609 (0.4986)  loss_giou_aux_4: 0.4488 (0.4977)  loss_giou_aux_5: 0.5669 (0.5922)  loss_giou_dn_0: 0.5841 (0.6166)  loss_giou_dn_1: 0.4802 (0.5118)  loss_giou_dn_2: 0.4512 (0.4832)  loss_giou_dn_3: 0.4414 (0.4746)  loss_giou_dn_4: 0.4394 (0.4726)  loss_giou_dn_5: 0.4394 (0.4727)  loss_vfl: 0.6743 (0.7042)  loss_vfl_aux_0: 0.8078 (0.8252)  loss_vfl_aux_1: 0.7509 (0.7696)  loss_vfl_aux_2: 0.7112 (0.7335)  loss_vfl_aux_3: 0.6968 (0.7160)  loss_vfl_aux_4: 0.6721 (0.7073)  loss_vfl_aux_5: 0.7900 (0.7993)  loss_vfl_dn_0: 0.4630 (0.4645)  loss_vfl_dn_1: 0.3920 (0.4019)  loss_vfl_dn_2: 0.3748 (0.3856)  loss_vfl_dn_3: 0.3651 (0.3780)  loss_vfl_dn_4: 0.3631 (0.3753)  loss_vfl_dn_5: 0.3615 (0.3745)  time: 0.4800  data: 0.0146  max mem: 5654
Epoch: [24]  [6900/7393]  eta: 0:03:56  lr: 0.000010  loss: 16.4713 (16.8069)  loss_bbox: 0.1567 (0.1643)  loss_bbox_aux_0: 0.1702 (0.1769)  loss_bbox_aux_1: 0.1655 (0.1689)  loss_bbox_aux_2: 0.1599 (0.1663)  loss_bbox_aux_3: 0.1528 (0.1646)  loss_bbox_aux_4: 0.1548 (0.1643)  loss_bbox_aux_5: 0.2094 (0.2177)  loss_bbox_dn_0: 0.2787 (0.2937)  loss_bbox_dn_1: 0.2130 (0.2243)  loss_bbox_dn_2: 0.1904 (0.2023)  loss_bbox_dn_3: 0.1823 (0.1952)  loss_bbox_dn_4: 0.1795 (0.1937)  loss_bbox_dn_5: 0.1793 (0.1937)  loss_giou: 0.4497 (0.4973)  loss_giou_aux_0: 0.4836 (0.5224)  loss_giou_aux_1: 0.4687 (0.5070)  loss_giou_aux_2: 0.4617 (0.5013)  loss_giou_aux_3: 0.4549 (0.4983)  loss_giou_aux_4: 0.4501 (0.4974)  loss_giou_aux_5: 0.5508 (0.5919)  loss_giou_dn_0: 0.5881 (0.6164)  loss_giou_dn_1: 0.4731 (0.5116)  loss_giou_dn_2: 0.4367 (0.4830)  loss_giou_dn_3: 0.4247 (0.4744)  loss_giou_dn_4: 0.4230 (0.4724)  loss_giou_dn_5: 0.4260 (0.4725)  loss_vfl: 0.7322 (0.7042)  loss_vfl_aux_0: 0.8362 (0.8252)  loss_vfl_aux_1: 0.8068 (0.7696)  loss_vfl_aux_2: 0.7547 (0.7335)  loss_vfl_aux_3: 0.7490 (0.7161)  loss_vfl_aux_4: 0.7411 (0.7073)  loss_vfl_aux_5: 0.8028 (0.7994)  loss_vfl_dn_0: 0.4630 (0.4645)  loss_vfl_dn_1: 0.4015 (0.4019)  loss_vfl_dn_2: 0.3825 (0.3856)  loss_vfl_dn_3: 0.3748 (0.3780)  loss_vfl_dn_4: 0.3716 (0.3753)  loss_vfl_dn_5: 0.3703 (0.3745)  time: 0.4802  data: 0.0139  max mem: 5654
Epoch: [24]  [7000/7393]  eta: 0:03:08  lr: 0.000010  loss: 16.5680 (16.8076)  loss_bbox: 0.1598 (0.1642)  loss_bbox_aux_0: 0.1677 (0.1769)  loss_bbox_aux_1: 0.1671 (0.1688)  loss_bbox_aux_2: 0.1636 (0.1662)  loss_bbox_aux_3: 0.1660 (0.1645)  loss_bbox_aux_4: 0.1664 (0.1642)  loss_bbox_aux_5: 0.2261 (0.2177)  loss_bbox_dn_0: 0.2807 (0.2936)  loss_bbox_dn_1: 0.2105 (0.2242)  loss_bbox_dn_2: 0.1892 (0.2022)  loss_bbox_dn_3: 0.1822 (0.1951)  loss_bbox_dn_4: 0.1822 (0.1936)  loss_bbox_dn_5: 0.1822 (0.1936)  loss_giou: 0.4883 (0.4975)  loss_giou_aux_0: 0.5183 (0.5226)  loss_giou_aux_1: 0.4930 (0.5072)  loss_giou_aux_2: 0.4978 (0.5015)  loss_giou_aux_3: 0.4818 (0.4984)  loss_giou_aux_4: 0.4914 (0.4976)  loss_giou_aux_5: 0.5901 (0.5922)  loss_giou_dn_0: 0.5894 (0.6165)  loss_giou_dn_1: 0.4956 (0.5116)  loss_giou_dn_2: 0.4664 (0.4830)  loss_giou_dn_3: 0.4566 (0.4744)  loss_giou_dn_4: 0.4566 (0.4724)  loss_giou_dn_5: 0.4565 (0.4726)  loss_vfl: 0.6782 (0.7043)  loss_vfl_aux_0: 0.8075 (0.8252)  loss_vfl_aux_1: 0.7535 (0.7696)  loss_vfl_aux_2: 0.7151 (0.7335)  loss_vfl_aux_3: 0.6984 (0.7161)  loss_vfl_aux_4: 0.6861 (0.7073)  loss_vfl_aux_5: 0.7676 (0.7992)  loss_vfl_dn_0: 0.4663 (0.4645)  loss_vfl_dn_1: 0.4038 (0.4019)  loss_vfl_dn_2: 0.3907 (0.3856)  loss_vfl_dn_3: 0.3848 (0.3780)  loss_vfl_dn_4: 0.3806 (0.3753)  loss_vfl_dn_5: 0.3787 (0.3745)  time: 0.4840  data: 0.0142  max mem: 5654
Epoch: [24]  [7100/7393]  eta: 0:02:20  lr: 0.000010  loss: 17.0139 (16.8075)  loss_bbox: 0.1740 (0.1643)  loss_bbox_aux_0: 0.1839 (0.1769)  loss_bbox_aux_1: 0.1745 (0.1689)  loss_bbox_aux_2: 0.1655 (0.1662)  loss_bbox_aux_3: 0.1734 (0.1645)  loss_bbox_aux_4: 0.1708 (0.1643)  loss_bbox_aux_5: 0.2209 (0.2177)  loss_bbox_dn_0: 0.3176 (0.2935)  loss_bbox_dn_1: 0.2212 (0.2242)  loss_bbox_dn_2: 0.2001 (0.2022)  loss_bbox_dn_3: 0.1864 (0.1950)  loss_bbox_dn_4: 0.1857 (0.1936)  loss_bbox_dn_5: 0.1858 (0.1935)  loss_giou: 0.4659 (0.4975)  loss_giou_aux_0: 0.4928 (0.5227)  loss_giou_aux_1: 0.4751 (0.5073)  loss_giou_aux_2: 0.4681 (0.5016)  loss_giou_aux_3: 0.4670 (0.4985)  loss_giou_aux_4: 0.4675 (0.4977)  loss_giou_aux_5: 0.5651 (0.5922)  loss_giou_dn_0: 0.6255 (0.6164)  loss_giou_dn_1: 0.5038 (0.5116)  loss_giou_dn_2: 0.4646 (0.4830)  loss_giou_dn_3: 0.4545 (0.4744)  loss_giou_dn_4: 0.4518 (0.4724)  loss_giou_dn_5: 0.4523 (0.4725)  loss_vfl: 0.7131 (0.7042)  loss_vfl_aux_0: 0.8616 (0.8253)  loss_vfl_aux_1: 0.7932 (0.7695)  loss_vfl_aux_2: 0.7543 (0.7334)  loss_vfl_aux_3: 0.7371 (0.7161)  loss_vfl_aux_4: 0.7222 (0.7073)  loss_vfl_aux_5: 0.8290 (0.7992)  loss_vfl_dn_0: 0.4653 (0.4645)  loss_vfl_dn_1: 0.3945 (0.4019)  loss_vfl_dn_2: 0.3777 (0.3856)  loss_vfl_dn_3: 0.3665 (0.3780)  loss_vfl_dn_4: 0.3623 (0.3753)  loss_vfl_dn_5: 0.3617 (0.3745)  time: 0.4756  data: 0.0141  max mem: 5654
Epoch: [24]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 17.0499 (16.8104)  loss_bbox: 0.1632 (0.1643)  loss_bbox_aux_0: 0.1837 (0.1770)  loss_bbox_aux_1: 0.1807 (0.1690)  loss_bbox_aux_2: 0.1717 (0.1663)  loss_bbox_aux_3: 0.1716 (0.1646)  loss_bbox_aux_4: 0.1655 (0.1643)  loss_bbox_aux_5: 0.2205 (0.2178)  loss_bbox_dn_0: 0.3302 (0.2937)  loss_bbox_dn_1: 0.2605 (0.2244)  loss_bbox_dn_2: 0.2344 (0.2023)  loss_bbox_dn_3: 0.2253 (0.1952)  loss_bbox_dn_4: 0.2226 (0.1937)  loss_bbox_dn_5: 0.2228 (0.1937)  loss_giou: 0.4198 (0.4974)  loss_giou_aux_0: 0.4304 (0.5226)  loss_giou_aux_1: 0.4374 (0.5072)  loss_giou_aux_2: 0.4202 (0.5015)  loss_giou_aux_3: 0.4177 (0.4984)  loss_giou_aux_4: 0.4198 (0.4975)  loss_giou_aux_5: 0.5060 (0.5921)  loss_giou_dn_0: 0.5914 (0.6164)  loss_giou_dn_1: 0.4959 (0.5116)  loss_giou_dn_2: 0.4689 (0.4830)  loss_giou_dn_3: 0.4550 (0.4744)  loss_giou_dn_4: 0.4520 (0.4724)  loss_giou_dn_5: 0.4519 (0.4725)  loss_vfl: 0.7304 (0.7044)  loss_vfl_aux_0: 0.8346 (0.8256)  loss_vfl_aux_1: 0.7902 (0.7699)  loss_vfl_aux_2: 0.7609 (0.7337)  loss_vfl_aux_3: 0.7319 (0.7163)  loss_vfl_aux_4: 0.7261 (0.7076)  loss_vfl_aux_5: 0.8152 (0.7993)  loss_vfl_dn_0: 0.4699 (0.4646)  loss_vfl_dn_1: 0.4030 (0.4019)  loss_vfl_dn_2: 0.3898 (0.3857)  loss_vfl_dn_3: 0.3828 (0.3781)  loss_vfl_dn_4: 0.3770 (0.3754)  loss_vfl_dn_5: 0.3752 (0.3746)  time: 0.4726  data: 0.0145  max mem: 5654
Epoch: [24]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 16.4390 (16.8079)  loss_bbox: 0.1702 (0.1643)  loss_bbox_aux_0: 0.1832 (0.1770)  loss_bbox_aux_1: 0.1733 (0.1690)  loss_bbox_aux_2: 0.1716 (0.1662)  loss_bbox_aux_3: 0.1696 (0.1646)  loss_bbox_aux_4: 0.1695 (0.1643)  loss_bbox_aux_5: 0.2243 (0.2178)  loss_bbox_dn_0: 0.2856 (0.2937)  loss_bbox_dn_1: 0.2201 (0.2243)  loss_bbox_dn_2: 0.2029 (0.2023)  loss_bbox_dn_3: 0.1916 (0.1952)  loss_bbox_dn_4: 0.1896 (0.1937)  loss_bbox_dn_5: 0.1898 (0.1937)  loss_giou: 0.4379 (0.4974)  loss_giou_aux_0: 0.4637 (0.5225)  loss_giou_aux_1: 0.4447 (0.5072)  loss_giou_aux_2: 0.4430 (0.5015)  loss_giou_aux_3: 0.4416 (0.4984)  loss_giou_aux_4: 0.4412 (0.4975)  loss_giou_aux_5: 0.5391 (0.5920)  loss_giou_dn_0: 0.5897 (0.6164)  loss_giou_dn_1: 0.4790 (0.5115)  loss_giou_dn_2: 0.4509 (0.4829)  loss_giou_dn_3: 0.4401 (0.4743)  loss_giou_dn_4: 0.4368 (0.4723)  loss_giou_dn_5: 0.4365 (0.4725)  loss_vfl: 0.6844 (0.7043)  loss_vfl_aux_0: 0.8168 (0.8254)  loss_vfl_aux_1: 0.7879 (0.7697)  loss_vfl_aux_2: 0.7433 (0.7335)  loss_vfl_aux_3: 0.7027 (0.7161)  loss_vfl_aux_4: 0.6977 (0.7074)  loss_vfl_aux_5: 0.7990 (0.7992)  loss_vfl_dn_0: 0.4641 (0.4645)  loss_vfl_dn_1: 0.3970 (0.4019)  loss_vfl_dn_2: 0.3777 (0.3856)  loss_vfl_dn_3: 0.3694 (0.3780)  loss_vfl_dn_4: 0.3675 (0.3753)  loss_vfl_dn_5: 0.3653 (0.3745)  time: 0.4600  data: 0.0138  max mem: 5654
Epoch: [24]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.9586 (16.8063)  loss_bbox: 0.1617 (0.1643)  loss_bbox_aux_0: 0.1824 (0.1770)  loss_bbox_aux_1: 0.1722 (0.1690)  loss_bbox_aux_2: 0.1669 (0.1663)  loss_bbox_aux_3: 0.1636 (0.1646)  loss_bbox_aux_4: 0.1617 (0.1643)  loss_bbox_aux_5: 0.2132 (0.2178)  loss_bbox_dn_0: 0.2918 (0.2937)  loss_bbox_dn_1: 0.2187 (0.2243)  loss_bbox_dn_2: 0.1972 (0.2023)  loss_bbox_dn_3: 0.1886 (0.1951)  loss_bbox_dn_4: 0.1893 (0.1937)  loss_bbox_dn_5: 0.1892 (0.1936)  loss_giou: 0.4866 (0.4973)  loss_giou_aux_0: 0.5088 (0.5224)  loss_giou_aux_1: 0.5023 (0.5070)  loss_giou_aux_2: 0.4945 (0.5013)  loss_giou_aux_3: 0.4860 (0.4982)  loss_giou_aux_4: 0.4864 (0.4974)  loss_giou_aux_5: 0.5636 (0.5918)  loss_giou_dn_0: 0.6212 (0.6163)  loss_giou_dn_1: 0.5121 (0.5113)  loss_giou_dn_2: 0.4852 (0.4827)  loss_giou_dn_3: 0.4758 (0.4741)  loss_giou_dn_4: 0.4720 (0.4721)  loss_giou_dn_5: 0.4720 (0.4723)  loss_vfl: 0.6937 (0.7043)  loss_vfl_aux_0: 0.8358 (0.8256)  loss_vfl_aux_1: 0.7666 (0.7699)  loss_vfl_aux_2: 0.7401 (0.7336)  loss_vfl_aux_3: 0.6935 (0.7160)  loss_vfl_aux_4: 0.6996 (0.7074)  loss_vfl_aux_5: 0.8089 (0.7993)  loss_vfl_dn_0: 0.4638 (0.4646)  loss_vfl_dn_1: 0.4041 (0.4019)  loss_vfl_dn_2: 0.3896 (0.3856)  loss_vfl_dn_3: 0.3798 (0.3780)  loss_vfl_dn_4: 0.3765 (0.3753)  loss_vfl_dn_5: 0.3753 (0.3745)  time: 0.4787  data: 0.0142  max mem: 5654
Epoch: [24] Total time: 0:59:07 (0.4798 s / it)
Averaged stats: lr: 0.000010  loss: 16.9586 (16.8063)  loss_bbox: 0.1617 (0.1643)  loss_bbox_aux_0: 0.1824 (0.1770)  loss_bbox_aux_1: 0.1722 (0.1690)  loss_bbox_aux_2: 0.1669 (0.1663)  loss_bbox_aux_3: 0.1636 (0.1646)  loss_bbox_aux_4: 0.1617 (0.1643)  loss_bbox_aux_5: 0.2132 (0.2178)  loss_bbox_dn_0: 0.2918 (0.2937)  loss_bbox_dn_1: 0.2187 (0.2243)  loss_bbox_dn_2: 0.1972 (0.2023)  loss_bbox_dn_3: 0.1886 (0.1951)  loss_bbox_dn_4: 0.1893 (0.1937)  loss_bbox_dn_5: 0.1892 (0.1936)  loss_giou: 0.4866 (0.4973)  loss_giou_aux_0: 0.5088 (0.5224)  loss_giou_aux_1: 0.5023 (0.5070)  loss_giou_aux_2: 0.4945 (0.5013)  loss_giou_aux_3: 0.4860 (0.4982)  loss_giou_aux_4: 0.4864 (0.4974)  loss_giou_aux_5: 0.5636 (0.5918)  loss_giou_dn_0: 0.6212 (0.6163)  loss_giou_dn_1: 0.5121 (0.5113)  loss_giou_dn_2: 0.4852 (0.4827)  loss_giou_dn_3: 0.4758 (0.4741)  loss_giou_dn_4: 0.4720 (0.4721)  loss_giou_dn_5: 0.4720 (0.4723)  loss_vfl: 0.6937 (0.7043)  loss_vfl_aux_0: 0.8358 (0.8256)  loss_vfl_aux_1: 0.7666 (0.7699)  loss_vfl_aux_2: 0.7401 (0.7336)  loss_vfl_aux_3: 0.6935 (0.7160)  loss_vfl_aux_4: 0.6996 (0.7074)  loss_vfl_aux_5: 0.8089 (0.7993)  loss_vfl_dn_0: 0.4638 (0.4646)  loss_vfl_dn_1: 0.4041 (0.4019)  loss_vfl_dn_2: 0.3896 (0.3856)  loss_vfl_dn_3: 0.3798 (0.3780)  loss_vfl_dn_4: 0.3765 (0.3753)  loss_vfl_dn_5: 0.3753 (0.3745)
Test:  [  0/157]  eta: 0:04:06    time: 1.5707  data: 1.1360  max mem: 5654
Test:  [ 10/157]  eta: 0:02:35    time: 1.0554  data: 0.1288  max mem: 5654
Test:  [ 20/157]  eta: 0:01:41    time: 0.7013  data: 0.0273  max mem: 5654
Test:  [ 30/157]  eta: 0:01:19    time: 0.3924  data: 0.0263  max mem: 5654
Test:  [ 40/157]  eta: 0:01:06    time: 0.3864  data: 0.0264  max mem: 5654
Test:  [ 50/157]  eta: 0:00:57    time: 0.3884  data: 0.0264  max mem: 5654
Test:  [ 60/157]  eta: 0:00:49    time: 0.3951  data: 0.0263  max mem: 5654
Test:  [ 70/157]  eta: 0:00:42    time: 0.3892  data: 0.0260  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3896  data: 0.0257  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3945  data: 0.0258  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3844  data: 0.0263  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3869  data: 0.0261  max mem: 5654
Test:  [120/157]  eta: 0:00:18    time: 0.6682  data: 0.0261  max mem: 5654
Test:  [130/157]  eta: 0:00:13    time: 0.6639  data: 0.0271  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.3782  data: 0.0268  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3677  data: 0.0258  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3583  data: 0.0249  max mem: 5654
Test: Total time: 0:01:13 (0.4698 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.09s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.512
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.693
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.555
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.332
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.557
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.691
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.383
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.642
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.709
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.529
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.759
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.885
best_stat:  {'epoch': 24, 'coco_eval_bbox': 0.5120838378028272}
Epoch: [25]  [   0/7393]  eta: 1 day, 2:07:57  lr: 0.000010  loss: 16.0093 (16.0093)  loss_bbox: 0.1499 (0.1499)  loss_bbox_aux_0: 0.1390 (0.1390)  loss_bbox_aux_1: 0.1406 (0.1406)  loss_bbox_aux_2: 0.1398 (0.1398)  loss_bbox_aux_3: 0.1481 (0.1481)  loss_bbox_aux_4: 0.1501 (0.1501)  loss_bbox_aux_5: 0.1627 (0.1627)  loss_bbox_dn_0: 0.2618 (0.2618)  loss_bbox_dn_1: 0.1914 (0.1914)  loss_bbox_dn_2: 0.1708 (0.1708)  loss_bbox_dn_3: 0.1664 (0.1664)  loss_bbox_dn_4: 0.1645 (0.1645)  loss_bbox_dn_5: 0.1645 (0.1645)  loss_giou: 0.4540 (0.4540)  loss_giou_aux_0: 0.4506 (0.4506)  loss_giou_aux_1: 0.4242 (0.4242)  loss_giou_aux_2: 0.4418 (0.4418)  loss_giou_aux_3: 0.4407 (0.4407)  loss_giou_aux_4: 0.4447 (0.4447)  loss_giou_aux_5: 0.4921 (0.4921)  loss_giou_dn_0: 0.5767 (0.5767)  loss_giou_dn_1: 0.4656 (0.4656)  loss_giou_dn_2: 0.4315 (0.4315)  loss_giou_dn_3: 0.4206 (0.4206)  loss_giou_dn_4: 0.4163 (0.4163)  loss_giou_dn_5: 0.4162 (0.4162)  loss_vfl: 0.7300 (0.7300)  loss_vfl_aux_0: 0.8668 (0.8668)  loss_vfl_aux_1: 0.8561 (0.8561)  loss_vfl_aux_2: 0.8048 (0.8048)  loss_vfl_aux_3: 0.7468 (0.7468)  loss_vfl_aux_4: 0.7350 (0.7350)  loss_vfl_aux_5: 0.8497 (0.8497)  loss_vfl_dn_0: 0.4619 (0.4619)  loss_vfl_dn_1: 0.4027 (0.4027)  loss_vfl_dn_2: 0.3885 (0.3885)  loss_vfl_dn_3: 0.3827 (0.3827)  loss_vfl_dn_4: 0.3790 (0.3790)  loss_vfl_dn_5: 0.3805 (0.3805)  time: 12.7252  data: 2.0176  max mem: 5654
Epoch: [25]  [ 100/7393]  eta: 1:20:48  lr: 0.000010  loss: 16.7046 (16.6169)  loss_bbox: 0.1582 (0.1649)  loss_bbox_aux_0: 0.1721 (0.1787)  loss_bbox_aux_1: 0.1608 (0.1680)  loss_bbox_aux_2: 0.1606 (0.1656)  loss_bbox_aux_3: 0.1532 (0.1664)  loss_bbox_aux_4: 0.1587 (0.1660)  loss_bbox_aux_5: 0.2065 (0.2170)  loss_bbox_dn_0: 0.2656 (0.2881)  loss_bbox_dn_1: 0.2004 (0.2194)  loss_bbox_dn_2: 0.1816 (0.1977)  loss_bbox_dn_3: 0.1774 (0.1909)  loss_bbox_dn_4: 0.1775 (0.1896)  loss_bbox_dn_5: 0.1775 (0.1896)  loss_giou: 0.5023 (0.4955)  loss_giou_aux_0: 0.5356 (0.5194)  loss_giou_aux_1: 0.5177 (0.5047)  loss_giou_aux_2: 0.5044 (0.4985)  loss_giou_aux_3: 0.4977 (0.4968)  loss_giou_aux_4: 0.5031 (0.4960)  loss_giou_aux_5: 0.5934 (0.5912)  loss_giou_dn_0: 0.6036 (0.6040)  loss_giou_dn_1: 0.4987 (0.4981)  loss_giou_dn_2: 0.4756 (0.4685)  loss_giou_dn_3: 0.4704 (0.4610)  loss_giou_dn_4: 0.4686 (0.4589)  loss_giou_dn_5: 0.4690 (0.4591)  loss_vfl: 0.6773 (0.6906)  loss_vfl_aux_0: 0.8131 (0.8204)  loss_vfl_aux_1: 0.7438 (0.7634)  loss_vfl_aux_2: 0.7068 (0.7310)  loss_vfl_aux_3: 0.6832 (0.7067)  loss_vfl_aux_4: 0.6766 (0.6926)  loss_vfl_aux_5: 0.7528 (0.7947)  loss_vfl_dn_0: 0.4579 (0.4626)  loss_vfl_dn_1: 0.4011 (0.4000)  loss_vfl_dn_2: 0.3868 (0.3826)  loss_vfl_dn_3: 0.3776 (0.3751)  loss_vfl_dn_4: 0.3727 (0.3720)  loss_vfl_dn_5: 0.3731 (0.3716)  time: 0.4710  data: 0.0153  max mem: 5654
Epoch: [25]  [ 200/7393]  eta: 1:08:37  lr: 0.000010  loss: 17.1120 (16.5801)  loss_bbox: 0.1615 (0.1632)  loss_bbox_aux_0: 0.1763 (0.1771)  loss_bbox_aux_1: 0.1672 (0.1665)  loss_bbox_aux_2: 0.1621 (0.1629)  loss_bbox_aux_3: 0.1616 (0.1640)  loss_bbox_aux_4: 0.1619 (0.1633)  loss_bbox_aux_5: 0.2195 (0.2161)  loss_bbox_dn_0: 0.2833 (0.2901)  loss_bbox_dn_1: 0.2135 (0.2214)  loss_bbox_dn_2: 0.1936 (0.1992)  loss_bbox_dn_3: 0.1887 (0.1925)  loss_bbox_dn_4: 0.1880 (0.1912)  loss_bbox_dn_5: 0.1881 (0.1913)  loss_giou: 0.5255 (0.4913)  loss_giou_aux_0: 0.5732 (0.5159)  loss_giou_aux_1: 0.5496 (0.5010)  loss_giou_aux_2: 0.5331 (0.4946)  loss_giou_aux_3: 0.5200 (0.4927)  loss_giou_aux_4: 0.5272 (0.4919)  loss_giou_aux_5: 0.6161 (0.5864)  loss_giou_dn_0: 0.6232 (0.6052)  loss_giou_dn_1: 0.5194 (0.4991)  loss_giou_dn_2: 0.4970 (0.4695)  loss_giou_dn_3: 0.4898 (0.4616)  loss_giou_dn_4: 0.4858 (0.4597)  loss_giou_dn_5: 0.4858 (0.4598)  loss_vfl: 0.6953 (0.6920)  loss_vfl_aux_0: 0.8045 (0.8167)  loss_vfl_aux_1: 0.7709 (0.7631)  loss_vfl_aux_2: 0.7394 (0.7281)  loss_vfl_aux_3: 0.7191 (0.7055)  loss_vfl_aux_4: 0.6995 (0.6943)  loss_vfl_aux_5: 0.7724 (0.7903)  loss_vfl_dn_0: 0.4670 (0.4633)  loss_vfl_dn_1: 0.4027 (0.3990)  loss_vfl_dn_2: 0.3864 (0.3822)  loss_vfl_dn_3: 0.3807 (0.3747)  loss_vfl_dn_4: 0.3784 (0.3720)  loss_vfl_dn_5: 0.3773 (0.3714)  time: 0.4782  data: 0.0151  max mem: 5654
Epoch: [25]  [ 300/7393]  eta: 1:04:06  lr: 0.000010  loss: 16.7982 (16.6476)  loss_bbox: 0.1442 (0.1609)  loss_bbox_aux_0: 0.1698 (0.1745)  loss_bbox_aux_1: 0.1577 (0.1647)  loss_bbox_aux_2: 0.1433 (0.1608)  loss_bbox_aux_3: 0.1444 (0.1612)  loss_bbox_aux_4: 0.1430 (0.1610)  loss_bbox_aux_5: 0.2004 (0.2130)  loss_bbox_dn_0: 0.2530 (0.2837)  loss_bbox_dn_1: 0.1901 (0.2165)  loss_bbox_dn_2: 0.1650 (0.1950)  loss_bbox_dn_3: 0.1609 (0.1883)  loss_bbox_dn_4: 0.1628 (0.1870)  loss_bbox_dn_5: 0.1625 (0.1870)  loss_giou: 0.4852 (0.5006)  loss_giou_aux_0: 0.5095 (0.5255)  loss_giou_aux_1: 0.5028 (0.5103)  loss_giou_aux_2: 0.4852 (0.5038)  loss_giou_aux_3: 0.4952 (0.5015)  loss_giou_aux_4: 0.4884 (0.5009)  loss_giou_aux_5: 0.6071 (0.5955)  loss_giou_dn_0: 0.6135 (0.6122)  loss_giou_dn_1: 0.5061 (0.5075)  loss_giou_dn_2: 0.4820 (0.4783)  loss_giou_dn_3: 0.4698 (0.4703)  loss_giou_dn_4: 0.4697 (0.4684)  loss_giou_dn_5: 0.4700 (0.4686)  loss_vfl: 0.6896 (0.6919)  loss_vfl_aux_0: 0.8756 (0.8129)  loss_vfl_aux_1: 0.7936 (0.7618)  loss_vfl_aux_2: 0.7625 (0.7272)  loss_vfl_aux_3: 0.6993 (0.7056)  loss_vfl_aux_4: 0.6923 (0.6944)  loss_vfl_aux_5: 0.8175 (0.7874)  loss_vfl_dn_0: 0.4663 (0.4631)  loss_vfl_dn_1: 0.4058 (0.4000)  loss_vfl_dn_2: 0.3863 (0.3837)  loss_vfl_dn_3: 0.3790 (0.3761)  loss_vfl_dn_4: 0.3774 (0.3735)  loss_vfl_dn_5: 0.3749 (0.3728)  time: 0.4768  data: 0.0156  max mem: 5654
Epoch: [25]  [ 400/7393]  eta: 1:01:18  lr: 0.000010  loss: 16.2969 (16.6448)  loss_bbox: 0.1451 (0.1608)  loss_bbox_aux_0: 0.1658 (0.1741)  loss_bbox_aux_1: 0.1559 (0.1646)  loss_bbox_aux_2: 0.1501 (0.1607)  loss_bbox_aux_3: 0.1526 (0.1609)  loss_bbox_aux_4: 0.1506 (0.1608)  loss_bbox_aux_5: 0.2182 (0.2132)  loss_bbox_dn_0: 0.3317 (0.2873)  loss_bbox_dn_1: 0.2592 (0.2187)  loss_bbox_dn_2: 0.2258 (0.1969)  loss_bbox_dn_3: 0.2141 (0.1900)  loss_bbox_dn_4: 0.2082 (0.1886)  loss_bbox_dn_5: 0.2082 (0.1886)  loss_giou: 0.4108 (0.4969)  loss_giou_aux_0: 0.4311 (0.5214)  loss_giou_aux_1: 0.4216 (0.5065)  loss_giou_aux_2: 0.4131 (0.5001)  loss_giou_aux_3: 0.4140 (0.4978)  loss_giou_aux_4: 0.4119 (0.4973)  loss_giou_aux_5: 0.5288 (0.5928)  loss_giou_dn_0: 0.5761 (0.6115)  loss_giou_dn_1: 0.4665 (0.5066)  loss_giou_dn_2: 0.4373 (0.4777)  loss_giou_dn_3: 0.4281 (0.4695)  loss_giou_dn_4: 0.4269 (0.4676)  loss_giou_dn_5: 0.4267 (0.4678)  loss_vfl: 0.7183 (0.6943)  loss_vfl_aux_0: 0.8461 (0.8180)  loss_vfl_aux_1: 0.7847 (0.7633)  loss_vfl_aux_2: 0.7485 (0.7284)  loss_vfl_aux_3: 0.7300 (0.7079)  loss_vfl_aux_4: 0.7232 (0.6970)  loss_vfl_aux_5: 0.8284 (0.7903)  loss_vfl_dn_0: 0.4626 (0.4627)  loss_vfl_dn_1: 0.3969 (0.3999)  loss_vfl_dn_2: 0.3827 (0.3835)  loss_vfl_dn_3: 0.3763 (0.3756)  loss_vfl_dn_4: 0.3711 (0.3729)  loss_vfl_dn_5: 0.3696 (0.3722)  time: 0.4817  data: 0.0147  max mem: 5654
Epoch: [25]  [ 500/7393]  eta: 0:59:17  lr: 0.000010  loss: 16.9686 (16.6879)  loss_bbox: 0.1635 (0.1615)  loss_bbox_aux_0: 0.1744 (0.1745)  loss_bbox_aux_1: 0.1654 (0.1654)  loss_bbox_aux_2: 0.1668 (0.1617)  loss_bbox_aux_3: 0.1593 (0.1614)  loss_bbox_aux_4: 0.1631 (0.1615)  loss_bbox_aux_5: 0.2125 (0.2141)  loss_bbox_dn_0: 0.3002 (0.2875)  loss_bbox_dn_1: 0.2122 (0.2190)  loss_bbox_dn_2: 0.1952 (0.1972)  loss_bbox_dn_3: 0.1871 (0.1905)  loss_bbox_dn_4: 0.1877 (0.1891)  loss_bbox_dn_5: 0.1877 (0.1891)  loss_giou: 0.4531 (0.4995)  loss_giou_aux_0: 0.4687 (0.5242)  loss_giou_aux_1: 0.4733 (0.5096)  loss_giou_aux_2: 0.4463 (0.5028)  loss_giou_aux_3: 0.4557 (0.5005)  loss_giou_aux_4: 0.4465 (0.4999)  loss_giou_aux_5: 0.5447 (0.5952)  loss_giou_dn_0: 0.6092 (0.6134)  loss_giou_dn_1: 0.5017 (0.5088)  loss_giou_dn_2: 0.4703 (0.4800)  loss_giou_dn_3: 0.4589 (0.4719)  loss_giou_dn_4: 0.4571 (0.4700)  loss_giou_dn_5: 0.4574 (0.4701)  loss_vfl: 0.7323 (0.6951)  loss_vfl_aux_0: 0.8514 (0.8186)  loss_vfl_aux_1: 0.7919 (0.7628)  loss_vfl_aux_2: 0.7586 (0.7285)  loss_vfl_aux_3: 0.7497 (0.7086)  loss_vfl_aux_4: 0.7234 (0.6974)  loss_vfl_aux_5: 0.8210 (0.7901)  loss_vfl_dn_0: 0.4694 (0.4629)  loss_vfl_dn_1: 0.4042 (0.4002)  loss_vfl_dn_2: 0.3859 (0.3838)  loss_vfl_dn_3: 0.3782 (0.3761)  loss_vfl_dn_4: 0.3747 (0.3733)  loss_vfl_dn_5: 0.3757 (0.3725)  time: 0.4643  data: 0.0150  max mem: 5654
Epoch: [25]  [ 600/7393]  eta: 0:57:32  lr: 0.000010  loss: 16.7398 (16.7055)  loss_bbox: 0.1496 (0.1617)  loss_bbox_aux_0: 0.1770 (0.1751)  loss_bbox_aux_1: 0.1691 (0.1662)  loss_bbox_aux_2: 0.1562 (0.1624)  loss_bbox_aux_3: 0.1523 (0.1617)  loss_bbox_aux_4: 0.1501 (0.1617)  loss_bbox_aux_5: 0.2106 (0.2149)  loss_bbox_dn_0: 0.2670 (0.2878)  loss_bbox_dn_1: 0.2081 (0.2198)  loss_bbox_dn_2: 0.1940 (0.1980)  loss_bbox_dn_3: 0.1840 (0.1913)  loss_bbox_dn_4: 0.1832 (0.1899)  loss_bbox_dn_5: 0.1832 (0.1899)  loss_giou: 0.5059 (0.4995)  loss_giou_aux_0: 0.5113 (0.5246)  loss_giou_aux_1: 0.5127 (0.5097)  loss_giou_aux_2: 0.5041 (0.5031)  loss_giou_aux_3: 0.5028 (0.5005)  loss_giou_aux_4: 0.5038 (0.5000)  loss_giou_aux_5: 0.5794 (0.5959)  loss_giou_dn_0: 0.6385 (0.6141)  loss_giou_dn_1: 0.5343 (0.5096)  loss_giou_dn_2: 0.5133 (0.4810)  loss_giou_dn_3: 0.5063 (0.4728)  loss_giou_dn_4: 0.5032 (0.4708)  loss_giou_dn_5: 0.5031 (0.4710)  loss_vfl: 0.6871 (0.6970)  loss_vfl_aux_0: 0.7880 (0.8184)  loss_vfl_aux_1: 0.7439 (0.7627)  loss_vfl_aux_2: 0.7230 (0.7286)  loss_vfl_aux_3: 0.7046 (0.7094)  loss_vfl_aux_4: 0.6910 (0.6988)  loss_vfl_aux_5: 0.7644 (0.7889)  loss_vfl_dn_0: 0.4560 (0.4628)  loss_vfl_dn_1: 0.3934 (0.4003)  loss_vfl_dn_2: 0.3822 (0.3839)  loss_vfl_dn_3: 0.3758 (0.3761)  loss_vfl_dn_4: 0.3712 (0.3734)  loss_vfl_dn_5: 0.3684 (0.3725)  time: 0.4821  data: 0.0150  max mem: 5654
Epoch: [25]  [ 700/7393]  eta: 0:56:10  lr: 0.000010  loss: 17.3587 (16.7195)  loss_bbox: 0.1507 (0.1619)  loss_bbox_aux_0: 0.1593 (0.1754)  loss_bbox_aux_1: 0.1616 (0.1667)  loss_bbox_aux_2: 0.1529 (0.1630)  loss_bbox_aux_3: 0.1523 (0.1620)  loss_bbox_aux_4: 0.1544 (0.1619)  loss_bbox_aux_5: 0.1961 (0.2155)  loss_bbox_dn_0: 0.2596 (0.2881)  loss_bbox_dn_1: 0.1921 (0.2203)  loss_bbox_dn_2: 0.1813 (0.1985)  loss_bbox_dn_3: 0.1699 (0.1917)  loss_bbox_dn_4: 0.1689 (0.1903)  loss_bbox_dn_5: 0.1684 (0.1903)  loss_giou: 0.4812 (0.4986)  loss_giou_aux_0: 0.4986 (0.5235)  loss_giou_aux_1: 0.4768 (0.5089)  loss_giou_aux_2: 0.4704 (0.5022)  loss_giou_aux_3: 0.4813 (0.4995)  loss_giou_aux_4: 0.4813 (0.4988)  loss_giou_aux_5: 0.5885 (0.5948)  loss_giou_dn_0: 0.6207 (0.6140)  loss_giou_dn_1: 0.5079 (0.5093)  loss_giou_dn_2: 0.4807 (0.4805)  loss_giou_dn_3: 0.4750 (0.4722)  loss_giou_dn_4: 0.4737 (0.4702)  loss_giou_dn_5: 0.4739 (0.4704)  loss_vfl: 0.7365 (0.6988)  loss_vfl_aux_0: 0.8453 (0.8220)  loss_vfl_aux_1: 0.7888 (0.7646)  loss_vfl_aux_2: 0.7679 (0.7303)  loss_vfl_aux_3: 0.7672 (0.7118)  loss_vfl_aux_4: 0.7395 (0.7013)  loss_vfl_aux_5: 0.8046 (0.7914)  loss_vfl_dn_0: 0.4659 (0.4631)  loss_vfl_dn_1: 0.4115 (0.4006)  loss_vfl_dn_2: 0.3981 (0.3842)  loss_vfl_dn_3: 0.3857 (0.3764)  loss_vfl_dn_4: 0.3826 (0.3737)  loss_vfl_dn_5: 0.3827 (0.3728)  time: 0.4827  data: 0.0146  max mem: 5654
Epoch: [25]  [ 800/7393]  eta: 0:54:56  lr: 0.000010  loss: 16.7801 (16.7137)  loss_bbox: 0.1675 (0.1622)  loss_bbox_aux_0: 0.1702 (0.1754)  loss_bbox_aux_1: 0.1615 (0.1665)  loss_bbox_aux_2: 0.1691 (0.1631)  loss_bbox_aux_3: 0.1714 (0.1623)  loss_bbox_aux_4: 0.1697 (0.1622)  loss_bbox_aux_5: 0.2096 (0.2161)  loss_bbox_dn_0: 0.3341 (0.2893)  loss_bbox_dn_1: 0.2359 (0.2210)  loss_bbox_dn_2: 0.2059 (0.1989)  loss_bbox_dn_3: 0.2002 (0.1921)  loss_bbox_dn_4: 0.1968 (0.1906)  loss_bbox_dn_5: 0.1967 (0.1906)  loss_giou: 0.4752 (0.4964)  loss_giou_aux_0: 0.4917 (0.5215)  loss_giou_aux_1: 0.4751 (0.5068)  loss_giou_aux_2: 0.4761 (0.5001)  loss_giou_aux_3: 0.4701 (0.4973)  loss_giou_aux_4: 0.4676 (0.4966)  loss_giou_aux_5: 0.5733 (0.5933)  loss_giou_dn_0: 0.5990 (0.6135)  loss_giou_dn_1: 0.4913 (0.5084)  loss_giou_dn_2: 0.4742 (0.4796)  loss_giou_dn_3: 0.4669 (0.4712)  loss_giou_dn_4: 0.4663 (0.4693)  loss_giou_dn_5: 0.4668 (0.4694)  loss_vfl: 0.7093 (0.6998)  loss_vfl_aux_0: 0.8248 (0.8235)  loss_vfl_aux_1: 0.7666 (0.7668)  loss_vfl_aux_2: 0.7350 (0.7318)  loss_vfl_aux_3: 0.7040 (0.7126)  loss_vfl_aux_4: 0.7061 (0.7026)  loss_vfl_aux_5: 0.7913 (0.7922)  loss_vfl_dn_0: 0.4613 (0.4632)  loss_vfl_dn_1: 0.4041 (0.4004)  loss_vfl_dn_2: 0.3872 (0.3841)  loss_vfl_dn_3: 0.3794 (0.3764)  loss_vfl_dn_4: 0.3772 (0.3737)  loss_vfl_dn_5: 0.3754 (0.3728)  time: 0.4714  data: 0.0151  max mem: 5654
Epoch: [25]  [ 900/7393]  eta: 0:53:47  lr: 0.000010  loss: 16.6579 (16.7102)  loss_bbox: 0.1722 (0.1623)  loss_bbox_aux_0: 0.1725 (0.1752)  loss_bbox_aux_1: 0.1706 (0.1667)  loss_bbox_aux_2: 0.1643 (0.1630)  loss_bbox_aux_3: 0.1734 (0.1624)  loss_bbox_aux_4: 0.1722 (0.1623)  loss_bbox_aux_5: 0.2081 (0.2158)  loss_bbox_dn_0: 0.2615 (0.2891)  loss_bbox_dn_1: 0.2135 (0.2210)  loss_bbox_dn_2: 0.1881 (0.1991)  loss_bbox_dn_3: 0.1874 (0.1922)  loss_bbox_dn_4: 0.1890 (0.1907)  loss_bbox_dn_5: 0.1890 (0.1907)  loss_giou: 0.4936 (0.4955)  loss_giou_aux_0: 0.5300 (0.5205)  loss_giou_aux_1: 0.5152 (0.5057)  loss_giou_aux_2: 0.5077 (0.4991)  loss_giou_aux_3: 0.4870 (0.4963)  loss_giou_aux_4: 0.4957 (0.4956)  loss_giou_aux_5: 0.5987 (0.5922)  loss_giou_dn_0: 0.5892 (0.6132)  loss_giou_dn_1: 0.4919 (0.5081)  loss_giou_dn_2: 0.4668 (0.4794)  loss_giou_dn_3: 0.4594 (0.4709)  loss_giou_dn_4: 0.4591 (0.4690)  loss_giou_dn_5: 0.4591 (0.4692)  loss_vfl: 0.6963 (0.7001)  loss_vfl_aux_0: 0.7913 (0.8234)  loss_vfl_aux_1: 0.7559 (0.7678)  loss_vfl_aux_2: 0.7258 (0.7325)  loss_vfl_aux_3: 0.7165 (0.7129)  loss_vfl_aux_4: 0.7178 (0.7031)  loss_vfl_aux_5: 0.7890 (0.7924)  loss_vfl_dn_0: 0.4635 (0.4634)  loss_vfl_dn_1: 0.4040 (0.4007)  loss_vfl_dn_2: 0.3865 (0.3845)  loss_vfl_dn_3: 0.3800 (0.3768)  loss_vfl_dn_4: 0.3771 (0.3741)  loss_vfl_dn_5: 0.3766 (0.3732)  time: 0.4672  data: 0.0142  max mem: 5654
Epoch: [25]  [1000/7393]  eta: 0:52:41  lr: 0.000010  loss: 17.4600 (16.7326)  loss_bbox: 0.1572 (0.1627)  loss_bbox_aux_0: 0.1721 (0.1758)  loss_bbox_aux_1: 0.1706 (0.1673)  loss_bbox_aux_2: 0.1698 (0.1638)  loss_bbox_aux_3: 0.1550 (0.1628)  loss_bbox_aux_4: 0.1575 (0.1626)  loss_bbox_aux_5: 0.2058 (0.2160)  loss_bbox_dn_0: 0.2979 (0.2896)  loss_bbox_dn_1: 0.2270 (0.2218)  loss_bbox_dn_2: 0.2058 (0.1998)  loss_bbox_dn_3: 0.1983 (0.1930)  loss_bbox_dn_4: 0.1937 (0.1916)  loss_bbox_dn_5: 0.1937 (0.1916)  loss_giou: 0.5248 (0.4960)  loss_giou_aux_0: 0.5425 (0.5213)  loss_giou_aux_1: 0.5245 (0.5063)  loss_giou_aux_2: 0.5284 (0.5000)  loss_giou_aux_3: 0.5233 (0.4968)  loss_giou_aux_4: 0.5165 (0.4962)  loss_giou_aux_5: 0.6241 (0.5926)  loss_giou_dn_0: 0.6371 (0.6134)  loss_giou_dn_1: 0.5315 (0.5088)  loss_giou_dn_2: 0.5049 (0.4800)  loss_giou_dn_3: 0.4928 (0.4717)  loss_giou_dn_4: 0.4864 (0.4697)  loss_giou_dn_5: 0.4863 (0.4699)  loss_vfl: 0.7033 (0.7017)  loss_vfl_aux_0: 0.8050 (0.8234)  loss_vfl_aux_1: 0.7495 (0.7683)  loss_vfl_aux_2: 0.7279 (0.7328)  loss_vfl_aux_3: 0.7356 (0.7147)  loss_vfl_aux_4: 0.7062 (0.7045)  loss_vfl_aux_5: 0.7606 (0.7928)  loss_vfl_dn_0: 0.4619 (0.4634)  loss_vfl_dn_1: 0.4019 (0.4007)  loss_vfl_dn_2: 0.3857 (0.3846)  loss_vfl_dn_3: 0.3784 (0.3770)  loss_vfl_dn_4: 0.3741 (0.3743)  loss_vfl_dn_5: 0.3726 (0.3734)  time: 0.4806  data: 0.0158  max mem: 5654
Epoch: [25]  [1100/7393]  eta: 0:51:39  lr: 0.000010  loss: 16.8205 (16.7513)  loss_bbox: 0.1569 (0.1630)  loss_bbox_aux_0: 0.1660 (0.1762)  loss_bbox_aux_1: 0.1627 (0.1678)  loss_bbox_aux_2: 0.1556 (0.1643)  loss_bbox_aux_3: 0.1592 (0.1632)  loss_bbox_aux_4: 0.1591 (0.1630)  loss_bbox_aux_5: 0.2020 (0.2161)  loss_bbox_dn_0: 0.2731 (0.2899)  loss_bbox_dn_1: 0.2111 (0.2223)  loss_bbox_dn_2: 0.1878 (0.2002)  loss_bbox_dn_3: 0.1864 (0.1933)  loss_bbox_dn_4: 0.1857 (0.1919)  loss_bbox_dn_5: 0.1857 (0.1918)  loss_giou: 0.4888 (0.4965)  loss_giou_aux_0: 0.4985 (0.5218)  loss_giou_aux_1: 0.4848 (0.5067)  loss_giou_aux_2: 0.4829 (0.5006)  loss_giou_aux_3: 0.4692 (0.4973)  loss_giou_aux_4: 0.4732 (0.4967)  loss_giou_aux_5: 0.5705 (0.5931)  loss_giou_dn_0: 0.5970 (0.6140)  loss_giou_dn_1: 0.4905 (0.5093)  loss_giou_dn_2: 0.4654 (0.4804)  loss_giou_dn_3: 0.4590 (0.4720)  loss_giou_dn_4: 0.4562 (0.4700)  loss_giou_dn_5: 0.4564 (0.4702)  loss_vfl: 0.7133 (0.7023)  loss_vfl_aux_0: 0.8308 (0.8247)  loss_vfl_aux_1: 0.7898 (0.7693)  loss_vfl_aux_2: 0.7443 (0.7334)  loss_vfl_aux_3: 0.7355 (0.7154)  loss_vfl_aux_4: 0.7019 (0.7052)  loss_vfl_aux_5: 0.8020 (0.7942)  loss_vfl_dn_0: 0.4732 (0.4636)  loss_vfl_dn_1: 0.4136 (0.4009)  loss_vfl_dn_2: 0.3967 (0.3849)  loss_vfl_dn_3: 0.3901 (0.3773)  loss_vfl_dn_4: 0.3854 (0.3746)  loss_vfl_dn_5: 0.3836 (0.3737)  time: 0.4657  data: 0.0150  max mem: 5654
Epoch: [25]  [1200/7393]  eta: 0:50:38  lr: 0.000010  loss: 16.8341 (16.7713)  loss_bbox: 0.1585 (0.1636)  loss_bbox_aux_0: 0.1726 (0.1768)  loss_bbox_aux_1: 0.1556 (0.1684)  loss_bbox_aux_2: 0.1593 (0.1649)  loss_bbox_aux_3: 0.1596 (0.1637)  loss_bbox_aux_4: 0.1618 (0.1636)  loss_bbox_aux_5: 0.2180 (0.2168)  loss_bbox_dn_0: 0.2927 (0.2911)  loss_bbox_dn_1: 0.2208 (0.2230)  loss_bbox_dn_2: 0.2002 (0.2009)  loss_bbox_dn_3: 0.1950 (0.1940)  loss_bbox_dn_4: 0.1924 (0.1925)  loss_bbox_dn_5: 0.1924 (0.1925)  loss_giou: 0.5086 (0.4972)  loss_giou_aux_0: 0.5185 (0.5224)  loss_giou_aux_1: 0.5043 (0.5073)  loss_giou_aux_2: 0.5045 (0.5013)  loss_giou_aux_3: 0.5060 (0.4979)  loss_giou_aux_4: 0.5086 (0.4974)  loss_giou_aux_5: 0.5790 (0.5935)  loss_giou_dn_0: 0.6137 (0.6146)  loss_giou_dn_1: 0.5089 (0.5097)  loss_giou_dn_2: 0.4722 (0.4808)  loss_giou_dn_3: 0.4531 (0.4724)  loss_giou_dn_4: 0.4497 (0.4704)  loss_giou_dn_5: 0.4497 (0.4705)  loss_vfl: 0.7032 (0.7027)  loss_vfl_aux_0: 0.8227 (0.8249)  loss_vfl_aux_1: 0.7766 (0.7696)  loss_vfl_aux_2: 0.7348 (0.7342)  loss_vfl_aux_3: 0.7140 (0.7160)  loss_vfl_aux_4: 0.7030 (0.7054)  loss_vfl_aux_5: 0.8114 (0.7950)  loss_vfl_dn_0: 0.4626 (0.4639)  loss_vfl_dn_1: 0.4073 (0.4013)  loss_vfl_dn_2: 0.3920 (0.3852)  loss_vfl_dn_3: 0.3836 (0.3775)  loss_vfl_dn_4: 0.3788 (0.3748)  loss_vfl_dn_5: 0.3776 (0.3739)  time: 0.4784  data: 0.0145  max mem: 5654
Epoch: [25]  [1300/7393]  eta: 0:49:40  lr: 0.000010  loss: 16.7005 (16.7762)  loss_bbox: 0.1752 (0.1640)  loss_bbox_aux_0: 0.1674 (0.1766)  loss_bbox_aux_1: 0.1602 (0.1683)  loss_bbox_aux_2: 0.1618 (0.1650)  loss_bbox_aux_3: 0.1670 (0.1640)  loss_bbox_aux_4: 0.1742 (0.1640)  loss_bbox_aux_5: 0.2029 (0.2167)  loss_bbox_dn_0: 0.2878 (0.2910)  loss_bbox_dn_1: 0.2063 (0.2228)  loss_bbox_dn_2: 0.1943 (0.2008)  loss_bbox_dn_3: 0.1928 (0.1939)  loss_bbox_dn_4: 0.1952 (0.1924)  loss_bbox_dn_5: 0.1951 (0.1924)  loss_giou: 0.4758 (0.4978)  loss_giou_aux_0: 0.5048 (0.5224)  loss_giou_aux_1: 0.4912 (0.5073)  loss_giou_aux_2: 0.4837 (0.5016)  loss_giou_aux_3: 0.4853 (0.4985)  loss_giou_aux_4: 0.4753 (0.4981)  loss_giou_aux_5: 0.5737 (0.5935)  loss_giou_dn_0: 0.6195 (0.6151)  loss_giou_dn_1: 0.5211 (0.5102)  loss_giou_dn_2: 0.4912 (0.4812)  loss_giou_dn_3: 0.4840 (0.4727)  loss_giou_dn_4: 0.4801 (0.4708)  loss_giou_dn_5: 0.4799 (0.4709)  loss_vfl: 0.6689 (0.7024)  loss_vfl_aux_0: 0.8126 (0.8251)  loss_vfl_aux_1: 0.7537 (0.7698)  loss_vfl_aux_2: 0.7194 (0.7343)  loss_vfl_aux_3: 0.6888 (0.7153)  loss_vfl_aux_4: 0.6774 (0.7050)  loss_vfl_aux_5: 0.7700 (0.7950)  loss_vfl_dn_0: 0.4584 (0.4639)  loss_vfl_dn_1: 0.3985 (0.4015)  loss_vfl_dn_2: 0.3819 (0.3854)  loss_vfl_dn_3: 0.3772 (0.3777)  loss_vfl_dn_4: 0.3730 (0.3749)  loss_vfl_dn_5: 0.3722 (0.3741)  time: 0.4736  data: 0.0144  max mem: 5654
Epoch: [25]  [1400/7393]  eta: 0:48:45  lr: 0.000010  loss: 17.4449 (16.7853)  loss_bbox: 0.1844 (0.1646)  loss_bbox_aux_0: 0.1840 (0.1767)  loss_bbox_aux_1: 0.1736 (0.1685)  loss_bbox_aux_2: 0.1753 (0.1653)  loss_bbox_aux_3: 0.1810 (0.1644)  loss_bbox_aux_4: 0.1833 (0.1647)  loss_bbox_aux_5: 0.2346 (0.2170)  loss_bbox_dn_0: 0.2850 (0.2912)  loss_bbox_dn_1: 0.2172 (0.2231)  loss_bbox_dn_2: 0.1890 (0.2011)  loss_bbox_dn_3: 0.1845 (0.1942)  loss_bbox_dn_4: 0.1840 (0.1928)  loss_bbox_dn_5: 0.1841 (0.1928)  loss_giou: 0.5317 (0.4994)  loss_giou_aux_0: 0.5452 (0.5230)  loss_giou_aux_1: 0.5210 (0.5081)  loss_giou_aux_2: 0.5066 (0.5025)  loss_giou_aux_3: 0.5235 (0.4997)  loss_giou_aux_4: 0.5319 (0.4997)  loss_giou_aux_5: 0.6084 (0.5944)  loss_giou_dn_0: 0.6384 (0.6157)  loss_giou_dn_1: 0.5383 (0.5107)  loss_giou_dn_2: 0.5122 (0.4818)  loss_giou_dn_3: 0.5093 (0.4734)  loss_giou_dn_4: 0.5073 (0.4714)  loss_giou_dn_5: 0.5075 (0.4716)  loss_vfl: 0.6922 (0.7006)  loss_vfl_aux_0: 0.8225 (0.8243)  loss_vfl_aux_1: 0.7493 (0.7692)  loss_vfl_aux_2: 0.7356 (0.7337)  loss_vfl_aux_3: 0.7121 (0.7144)  loss_vfl_aux_4: 0.6937 (0.7034)  loss_vfl_aux_5: 0.7913 (0.7943)  loss_vfl_dn_0: 0.4580 (0.4638)  loss_vfl_dn_1: 0.4035 (0.4015)  loss_vfl_dn_2: 0.3851 (0.3854)  loss_vfl_dn_3: 0.3786 (0.3777)  loss_vfl_dn_4: 0.3761 (0.3750)  loss_vfl_dn_5: 0.3757 (0.3742)  time: 0.4871  data: 0.0146  max mem: 5654
Epoch: [25]  [1500/7393]  eta: 0:47:53  lr: 0.000010  loss: 16.6803 (16.7827)  loss_bbox: 0.1526 (0.1644)  loss_bbox_aux_0: 0.1634 (0.1764)  loss_bbox_aux_1: 0.1560 (0.1683)  loss_bbox_aux_2: 0.1535 (0.1651)  loss_bbox_aux_3: 0.1531 (0.1642)  loss_bbox_aux_4: 0.1496 (0.1644)  loss_bbox_aux_5: 0.1970 (0.2165)  loss_bbox_dn_0: 0.2738 (0.2907)  loss_bbox_dn_1: 0.1940 (0.2227)  loss_bbox_dn_2: 0.1689 (0.2007)  loss_bbox_dn_3: 0.1642 (0.1939)  loss_bbox_dn_4: 0.1631 (0.1924)  loss_bbox_dn_5: 0.1630 (0.1924)  loss_giou: 0.5002 (0.5000)  loss_giou_aux_0: 0.5220 (0.5233)  loss_giou_aux_1: 0.5073 (0.5084)  loss_giou_aux_2: 0.5036 (0.5029)  loss_giou_aux_3: 0.4957 (0.5002)  loss_giou_aux_4: 0.4969 (0.5003)  loss_giou_aux_5: 0.6041 (0.5945)  loss_giou_dn_0: 0.6187 (0.6158)  loss_giou_dn_1: 0.5091 (0.5109)  loss_giou_dn_2: 0.4854 (0.4821)  loss_giou_dn_3: 0.4779 (0.4737)  loss_giou_dn_4: 0.4739 (0.4718)  loss_giou_dn_5: 0.4737 (0.4719)  loss_vfl: 0.6982 (0.7002)  loss_vfl_aux_0: 0.8127 (0.8236)  loss_vfl_aux_1: 0.7411 (0.7688)  loss_vfl_aux_2: 0.7132 (0.7331)  loss_vfl_aux_3: 0.6912 (0.7140)  loss_vfl_aux_4: 0.6916 (0.7032)  loss_vfl_aux_5: 0.7760 (0.7936)  loss_vfl_dn_0: 0.4578 (0.4638)  loss_vfl_dn_1: 0.4019 (0.4015)  loss_vfl_dn_2: 0.3878 (0.3855)  loss_vfl_dn_3: 0.3788 (0.3778)  loss_vfl_dn_4: 0.3744 (0.3751)  loss_vfl_dn_5: 0.3756 (0.3743)  time: 0.4849  data: 0.0143  max mem: 5654
Epoch: [25]  [1600/7393]  eta: 0:46:56  lr: 0.000010  loss: 16.7937 (16.7859)  loss_bbox: 0.1606 (0.1643)  loss_bbox_aux_0: 0.1691 (0.1762)  loss_bbox_aux_1: 0.1618 (0.1681)  loss_bbox_aux_2: 0.1560 (0.1650)  loss_bbox_aux_3: 0.1594 (0.1642)  loss_bbox_aux_4: 0.1612 (0.1643)  loss_bbox_aux_5: 0.2233 (0.2163)  loss_bbox_dn_0: 0.2695 (0.2908)  loss_bbox_dn_1: 0.2056 (0.2227)  loss_bbox_dn_2: 0.1896 (0.2007)  loss_bbox_dn_3: 0.1848 (0.1940)  loss_bbox_dn_4: 0.1866 (0.1925)  loss_bbox_dn_5: 0.1865 (0.1925)  loss_giou: 0.4864 (0.4999)  loss_giou_aux_0: 0.5161 (0.5229)  loss_giou_aux_1: 0.4885 (0.5080)  loss_giou_aux_2: 0.4865 (0.5028)  loss_giou_aux_3: 0.4926 (0.5002)  loss_giou_aux_4: 0.4864 (0.5002)  loss_giou_aux_5: 0.5887 (0.5940)  loss_giou_dn_0: 0.6096 (0.6156)  loss_giou_dn_1: 0.5120 (0.5108)  loss_giou_dn_2: 0.4854 (0.4820)  loss_giou_dn_3: 0.4759 (0.4736)  loss_giou_dn_4: 0.4750 (0.4717)  loss_giou_dn_5: 0.4753 (0.4719)  loss_vfl: 0.6683 (0.7007)  loss_vfl_aux_0: 0.8267 (0.8247)  loss_vfl_aux_1: 0.7663 (0.7699)  loss_vfl_aux_2: 0.7125 (0.7339)  loss_vfl_aux_3: 0.6821 (0.7143)  loss_vfl_aux_4: 0.6655 (0.7038)  loss_vfl_aux_5: 0.7871 (0.7944)  loss_vfl_dn_0: 0.4645 (0.4639)  loss_vfl_dn_1: 0.4017 (0.4017)  loss_vfl_dn_2: 0.3861 (0.3856)  loss_vfl_dn_3: 0.3778 (0.3779)  loss_vfl_dn_4: 0.3753 (0.3752)  loss_vfl_dn_5: 0.3742 (0.3744)  time: 0.4698  data: 0.0142  max mem: 5654
Epoch: [25]  [1700/7393]  eta: 0:46:03  lr: 0.000010  loss: 17.0986 (16.7957)  loss_bbox: 0.1611 (0.1647)  loss_bbox_aux_0: 0.1791 (0.1764)  loss_bbox_aux_1: 0.1761 (0.1685)  loss_bbox_aux_2: 0.1717 (0.1653)  loss_bbox_aux_3: 0.1642 (0.1645)  loss_bbox_aux_4: 0.1597 (0.1645)  loss_bbox_aux_5: 0.2170 (0.2165)  loss_bbox_dn_0: 0.2559 (0.2910)  loss_bbox_dn_1: 0.1935 (0.2229)  loss_bbox_dn_2: 0.1838 (0.2009)  loss_bbox_dn_3: 0.1795 (0.1941)  loss_bbox_dn_4: 0.1792 (0.1927)  loss_bbox_dn_5: 0.1792 (0.1927)  loss_giou: 0.5210 (0.5008)  loss_giou_aux_0: 0.5684 (0.5236)  loss_giou_aux_1: 0.5361 (0.5088)  loss_giou_aux_2: 0.5149 (0.5035)  loss_giou_aux_3: 0.5147 (0.5010)  loss_giou_aux_4: 0.5202 (0.5009)  loss_giou_aux_5: 0.6506 (0.5948)  loss_giou_dn_0: 0.6262 (0.6164)  loss_giou_dn_1: 0.5387 (0.5115)  loss_giou_dn_2: 0.5109 (0.4828)  loss_giou_dn_3: 0.4979 (0.4744)  loss_giou_dn_4: 0.4951 (0.4724)  loss_giou_dn_5: 0.4951 (0.4726)  loss_vfl: 0.6947 (0.7004)  loss_vfl_aux_0: 0.7859 (0.8240)  loss_vfl_aux_1: 0.7529 (0.7691)  loss_vfl_aux_2: 0.7382 (0.7336)  loss_vfl_aux_3: 0.6974 (0.7139)  loss_vfl_aux_4: 0.7067 (0.7036)  loss_vfl_aux_5: 0.7674 (0.7938)  loss_vfl_dn_0: 0.4576 (0.4638)  loss_vfl_dn_1: 0.4021 (0.4017)  loss_vfl_dn_2: 0.3860 (0.3858)  loss_vfl_dn_3: 0.3789 (0.3781)  loss_vfl_dn_4: 0.3733 (0.3753)  loss_vfl_dn_5: 0.3718 (0.3745)  time: 0.4682  data: 0.0140  max mem: 5654
Epoch: [25]  [1800/7393]  eta: 0:45:29  lr: 0.000010  loss: 16.0343 (16.7927)  loss_bbox: 0.1555 (0.1646)  loss_bbox_aux_0: 0.1683 (0.1763)  loss_bbox_aux_1: 0.1572 (0.1682)  loss_bbox_aux_2: 0.1554 (0.1651)  loss_bbox_aux_3: 0.1575 (0.1644)  loss_bbox_aux_4: 0.1562 (0.1644)  loss_bbox_aux_5: 0.2075 (0.2163)  loss_bbox_dn_0: 0.2499 (0.2906)  loss_bbox_dn_1: 0.1836 (0.2224)  loss_bbox_dn_2: 0.1683 (0.2004)  loss_bbox_dn_3: 0.1628 (0.1937)  loss_bbox_dn_4: 0.1630 (0.1923)  loss_bbox_dn_5: 0.1630 (0.1922)  loss_giou: 0.4588 (0.5010)  loss_giou_aux_0: 0.4861 (0.5240)  loss_giou_aux_1: 0.4730 (0.5089)  loss_giou_aux_2: 0.4661 (0.5037)  loss_giou_aux_3: 0.4548 (0.5012)  loss_giou_aux_4: 0.4589 (0.5012)  loss_giou_aux_5: 0.5535 (0.5951)  loss_giou_dn_0: 0.5879 (0.6162)  loss_giou_dn_1: 0.4920 (0.5113)  loss_giou_dn_2: 0.4579 (0.4826)  loss_giou_dn_3: 0.4494 (0.4742)  loss_giou_dn_4: 0.4473 (0.4723)  loss_giou_dn_5: 0.4484 (0.4724)  loss_vfl: 0.6933 (0.7006)  loss_vfl_aux_0: 0.7840 (0.8237)  loss_vfl_aux_1: 0.7320 (0.7691)  loss_vfl_aux_2: 0.6908 (0.7335)  loss_vfl_aux_3: 0.7179 (0.7141)  loss_vfl_aux_4: 0.6910 (0.7037)  loss_vfl_aux_5: 0.7519 (0.7940)  loss_vfl_dn_0: 0.4674 (0.4638)  loss_vfl_dn_1: 0.3953 (0.4017)  loss_vfl_dn_2: 0.3829 (0.3857)  loss_vfl_dn_3: 0.3753 (0.3780)  loss_vfl_dn_4: 0.3723 (0.3753)  loss_vfl_dn_5: 0.3717 (0.3745)  time: 0.4643  data: 0.0142  max mem: 5654
Epoch: [25]  [1900/7393]  eta: 0:44:35  lr: 0.000010  loss: 16.7059 (16.7974)  loss_bbox: 0.1602 (0.1646)  loss_bbox_aux_0: 0.1641 (0.1764)  loss_bbox_aux_1: 0.1584 (0.1681)  loss_bbox_aux_2: 0.1550 (0.1651)  loss_bbox_aux_3: 0.1562 (0.1643)  loss_bbox_aux_4: 0.1558 (0.1644)  loss_bbox_aux_5: 0.2094 (0.2166)  loss_bbox_dn_0: 0.2881 (0.2914)  loss_bbox_dn_1: 0.2157 (0.2230)  loss_bbox_dn_2: 0.1934 (0.2009)  loss_bbox_dn_3: 0.1878 (0.1941)  loss_bbox_dn_4: 0.1888 (0.1927)  loss_bbox_dn_5: 0.1889 (0.1926)  loss_giou: 0.4988 (0.5003)  loss_giou_aux_0: 0.5079 (0.5234)  loss_giou_aux_1: 0.4932 (0.5082)  loss_giou_aux_2: 0.4928 (0.5030)  loss_giou_aux_3: 0.4967 (0.5005)  loss_giou_aux_4: 0.4956 (0.5005)  loss_giou_aux_5: 0.5931 (0.5944)  loss_giou_dn_0: 0.6097 (0.6160)  loss_giou_dn_1: 0.4843 (0.5110)  loss_giou_dn_2: 0.4562 (0.4823)  loss_giou_dn_3: 0.4416 (0.4739)  loss_giou_dn_4: 0.4380 (0.4719)  loss_giou_dn_5: 0.4386 (0.4721)  loss_vfl: 0.6791 (0.7017)  loss_vfl_aux_0: 0.7907 (0.8247)  loss_vfl_aux_1: 0.7585 (0.7704)  loss_vfl_aux_2: 0.7261 (0.7347)  loss_vfl_aux_3: 0.6873 (0.7155)  loss_vfl_aux_4: 0.6758 (0.7049)  loss_vfl_aux_5: 0.7724 (0.7953)  loss_vfl_dn_0: 0.4604 (0.4639)  loss_vfl_dn_1: 0.3909 (0.4016)  loss_vfl_dn_2: 0.3767 (0.3857)  loss_vfl_dn_3: 0.3687 (0.3780)  loss_vfl_dn_4: 0.3639 (0.3752)  loss_vfl_dn_5: 0.3644 (0.3744)  time: 0.4771  data: 0.0145  max mem: 5654
Epoch: [25]  [2000/7393]  eta: 0:43:43  lr: 0.000010  loss: 16.3758 (16.8030)  loss_bbox: 0.1495 (0.1646)  loss_bbox_aux_0: 0.1619 (0.1765)  loss_bbox_aux_1: 0.1607 (0.1682)  loss_bbox_aux_2: 0.1515 (0.1652)  loss_bbox_aux_3: 0.1466 (0.1644)  loss_bbox_aux_4: 0.1509 (0.1644)  loss_bbox_aux_5: 0.1942 (0.2167)  loss_bbox_dn_0: 0.2695 (0.2917)  loss_bbox_dn_1: 0.2029 (0.2232)  loss_bbox_dn_2: 0.1893 (0.2010)  loss_bbox_dn_3: 0.1837 (0.1942)  loss_bbox_dn_4: 0.1790 (0.1928)  loss_bbox_dn_5: 0.1790 (0.1928)  loss_giou: 0.4452 (0.5004)  loss_giou_aux_0: 0.4681 (0.5235)  loss_giou_aux_1: 0.4500 (0.5082)  loss_giou_aux_2: 0.4466 (0.5030)  loss_giou_aux_3: 0.4456 (0.5006)  loss_giou_aux_4: 0.4446 (0.5005)  loss_giou_aux_5: 0.5267 (0.5944)  loss_giou_dn_0: 0.5923 (0.6160)  loss_giou_dn_1: 0.4932 (0.5111)  loss_giou_dn_2: 0.4652 (0.4824)  loss_giou_dn_3: 0.4569 (0.4740)  loss_giou_dn_4: 0.4558 (0.4720)  loss_giou_dn_5: 0.4557 (0.4722)  loss_vfl: 0.7111 (0.7021)  loss_vfl_aux_0: 0.8362 (0.8252)  loss_vfl_aux_1: 0.7495 (0.7708)  loss_vfl_aux_2: 0.7374 (0.7352)  loss_vfl_aux_3: 0.7063 (0.7156)  loss_vfl_aux_4: 0.7097 (0.7052)  loss_vfl_aux_5: 0.7707 (0.7958)  loss_vfl_dn_0: 0.4583 (0.4640)  loss_vfl_dn_1: 0.3991 (0.4016)  loss_vfl_dn_2: 0.3820 (0.3857)  loss_vfl_dn_3: 0.3747 (0.3780)  loss_vfl_dn_4: 0.3689 (0.3752)  loss_vfl_dn_5: 0.3679 (0.3744)  time: 0.4841  data: 0.0150  max mem: 5654
Epoch: [25]  [2100/7393]  eta: 0:42:52  lr: 0.000010  loss: 17.1402 (16.8073)  loss_bbox: 0.1815 (0.1647)  loss_bbox_aux_0: 0.2006 (0.1767)  loss_bbox_aux_1: 0.1841 (0.1684)  loss_bbox_aux_2: 0.1866 (0.1654)  loss_bbox_aux_3: 0.1828 (0.1645)  loss_bbox_aux_4: 0.1854 (0.1646)  loss_bbox_aux_5: 0.2291 (0.2168)  loss_bbox_dn_0: 0.3228 (0.2917)  loss_bbox_dn_1: 0.2472 (0.2232)  loss_bbox_dn_2: 0.2178 (0.2010)  loss_bbox_dn_3: 0.2141 (0.1942)  loss_bbox_dn_4: 0.2142 (0.1928)  loss_bbox_dn_5: 0.2143 (0.1928)  loss_giou: 0.4953 (0.5006)  loss_giou_aux_0: 0.5156 (0.5238)  loss_giou_aux_1: 0.5206 (0.5086)  loss_giou_aux_2: 0.5121 (0.5035)  loss_giou_aux_3: 0.5025 (0.5009)  loss_giou_aux_4: 0.4984 (0.5008)  loss_giou_aux_5: 0.5798 (0.5946)  loss_giou_dn_0: 0.6361 (0.6165)  loss_giou_dn_1: 0.5331 (0.5115)  loss_giou_dn_2: 0.4965 (0.4828)  loss_giou_dn_3: 0.4910 (0.4744)  loss_giou_dn_4: 0.4893 (0.4724)  loss_giou_dn_5: 0.4893 (0.4726)  loss_vfl: 0.7437 (0.7021)  loss_vfl_aux_0: 0.8694 (0.8250)  loss_vfl_aux_1: 0.7876 (0.7702)  loss_vfl_aux_2: 0.7574 (0.7348)  loss_vfl_aux_3: 0.7409 (0.7155)  loss_vfl_aux_4: 0.7391 (0.7052)  loss_vfl_aux_5: 0.8422 (0.7959)  loss_vfl_dn_0: 0.4582 (0.4639)  loss_vfl_dn_1: 0.4060 (0.4016)  loss_vfl_dn_2: 0.3874 (0.3857)  loss_vfl_dn_3: 0.3792 (0.3780)  loss_vfl_dn_4: 0.3791 (0.3752)  loss_vfl_dn_5: 0.3787 (0.3744)  time: 0.4744  data: 0.0147  max mem: 5654
Epoch: [25]  [2200/7393]  eta: 0:42:00  lr: 0.000010  loss: 16.3630 (16.8026)  loss_bbox: 0.1464 (0.1643)  loss_bbox_aux_0: 0.1536 (0.1763)  loss_bbox_aux_1: 0.1502 (0.1680)  loss_bbox_aux_2: 0.1518 (0.1650)  loss_bbox_aux_3: 0.1430 (0.1641)  loss_bbox_aux_4: 0.1466 (0.1641)  loss_bbox_aux_5: 0.1804 (0.2164)  loss_bbox_dn_0: 0.2387 (0.2909)  loss_bbox_dn_1: 0.1978 (0.2225)  loss_bbox_dn_2: 0.1796 (0.2004)  loss_bbox_dn_3: 0.1689 (0.1936)  loss_bbox_dn_4: 0.1645 (0.1922)  loss_bbox_dn_5: 0.1645 (0.1922)  loss_giou: 0.5009 (0.5011)  loss_giou_aux_0: 0.5214 (0.5243)  loss_giou_aux_1: 0.5007 (0.5092)  loss_giou_aux_2: 0.5036 (0.5041)  loss_giou_aux_3: 0.5050 (0.5015)  loss_giou_aux_4: 0.4982 (0.5012)  loss_giou_aux_5: 0.5888 (0.5952)  loss_giou_dn_0: 0.6227 (0.6169)  loss_giou_dn_1: 0.5172 (0.5119)  loss_giou_dn_2: 0.4829 (0.4833)  loss_giou_dn_3: 0.4748 (0.4749)  loss_giou_dn_4: 0.4734 (0.4729)  loss_giou_dn_5: 0.4735 (0.4731)  loss_vfl: 0.6731 (0.7016)  loss_vfl_aux_0: 0.7720 (0.8242)  loss_vfl_aux_1: 0.7261 (0.7696)  loss_vfl_aux_2: 0.6945 (0.7339)  loss_vfl_aux_3: 0.6744 (0.7149)  loss_vfl_aux_4: 0.6773 (0.7048)  loss_vfl_aux_5: 0.7437 (0.7952)  loss_vfl_dn_0: 0.4621 (0.4638)  loss_vfl_dn_1: 0.3950 (0.4016)  loss_vfl_dn_2: 0.3825 (0.3856)  loss_vfl_dn_3: 0.3744 (0.3780)  loss_vfl_dn_4: 0.3726 (0.3752)  loss_vfl_dn_5: 0.3712 (0.3744)  time: 0.4684  data: 0.0152  max mem: 5654
Epoch: [25]  [2300/7393]  eta: 0:41:09  lr: 0.000010  loss: 16.7914 (16.7993)  loss_bbox: 0.1553 (0.1642)  loss_bbox_aux_0: 0.1737 (0.1763)  loss_bbox_aux_1: 0.1658 (0.1681)  loss_bbox_aux_2: 0.1580 (0.1650)  loss_bbox_aux_3: 0.1597 (0.1641)  loss_bbox_aux_4: 0.1611 (0.1641)  loss_bbox_aux_5: 0.2138 (0.2164)  loss_bbox_dn_0: 0.2959 (0.2908)  loss_bbox_dn_1: 0.2210 (0.2224)  loss_bbox_dn_2: 0.1850 (0.2003)  loss_bbox_dn_3: 0.1766 (0.1936)  loss_bbox_dn_4: 0.1741 (0.1921)  loss_bbox_dn_5: 0.1740 (0.1921)  loss_giou: 0.4750 (0.5007)  loss_giou_aux_0: 0.5044 (0.5240)  loss_giou_aux_1: 0.4967 (0.5088)  loss_giou_aux_2: 0.4800 (0.5037)  loss_giou_aux_3: 0.4739 (0.5011)  loss_giou_aux_4: 0.4730 (0.5008)  loss_giou_aux_5: 0.5933 (0.5949)  loss_giou_dn_0: 0.6175 (0.6168)  loss_giou_dn_1: 0.5120 (0.5117)  loss_giou_dn_2: 0.4781 (0.4831)  loss_giou_dn_3: 0.4696 (0.4747)  loss_giou_dn_4: 0.4678 (0.4727)  loss_giou_dn_5: 0.4681 (0.4729)  loss_vfl: 0.7125 (0.7019)  loss_vfl_aux_0: 0.7990 (0.8240)  loss_vfl_aux_1: 0.7933 (0.7697)  loss_vfl_aux_2: 0.7415 (0.7341)  loss_vfl_aux_3: 0.7313 (0.7152)  loss_vfl_aux_4: 0.7164 (0.7050)  loss_vfl_aux_5: 0.7667 (0.7950)  loss_vfl_dn_0: 0.4699 (0.4638)  loss_vfl_dn_1: 0.4105 (0.4017)  loss_vfl_dn_2: 0.3925 (0.3857)  loss_vfl_dn_3: 0.3862 (0.3780)  loss_vfl_dn_4: 0.3809 (0.3753)  loss_vfl_dn_5: 0.3798 (0.3744)  time: 0.4681  data: 0.0152  max mem: 5654
Epoch: [25]  [2400/7393]  eta: 0:40:19  lr: 0.000010  loss: 16.7468 (16.8011)  loss_bbox: 0.1572 (0.1644)  loss_bbox_aux_0: 0.1664 (0.1765)  loss_bbox_aux_1: 0.1662 (0.1682)  loss_bbox_aux_2: 0.1624 (0.1651)  loss_bbox_aux_3: 0.1581 (0.1643)  loss_bbox_aux_4: 0.1575 (0.1642)  loss_bbox_aux_5: 0.2110 (0.2165)  loss_bbox_dn_0: 0.2804 (0.2911)  loss_bbox_dn_1: 0.2037 (0.2226)  loss_bbox_dn_2: 0.1883 (0.2005)  loss_bbox_dn_3: 0.1875 (0.1937)  loss_bbox_dn_4: 0.1871 (0.1922)  loss_bbox_dn_5: 0.1871 (0.1922)  loss_giou: 0.4544 (0.5005)  loss_giou_aux_0: 0.4762 (0.5239)  loss_giou_aux_1: 0.4696 (0.5088)  loss_giou_aux_2: 0.4559 (0.5036)  loss_giou_aux_3: 0.4575 (0.5010)  loss_giou_aux_4: 0.4551 (0.5006)  loss_giou_aux_5: 0.5635 (0.5947)  loss_giou_dn_0: 0.5817 (0.6168)  loss_giou_dn_1: 0.4891 (0.5118)  loss_giou_dn_2: 0.4608 (0.4831)  loss_giou_dn_3: 0.4502 (0.4747)  loss_giou_dn_4: 0.4470 (0.4727)  loss_giou_dn_5: 0.4472 (0.4729)  loss_vfl: 0.7422 (0.7020)  loss_vfl_aux_0: 0.8259 (0.8239)  loss_vfl_aux_1: 0.8021 (0.7695)  loss_vfl_aux_2: 0.7575 (0.7343)  loss_vfl_aux_3: 0.7471 (0.7152)  loss_vfl_aux_4: 0.7291 (0.7051)  loss_vfl_aux_5: 0.8069 (0.7952)  loss_vfl_dn_0: 0.4665 (0.4639)  loss_vfl_dn_1: 0.4096 (0.4017)  loss_vfl_dn_2: 0.3903 (0.3858)  loss_vfl_dn_3: 0.3792 (0.3781)  loss_vfl_dn_4: 0.3774 (0.3753)  loss_vfl_dn_5: 0.3760 (0.3745)  time: 0.4852  data: 0.0138  max mem: 5654
Epoch: [25]  [2500/7393]  eta: 0:39:28  lr: 0.000010  loss: 16.8862 (16.7877)  loss_bbox: 0.1737 (0.1643)  loss_bbox_aux_0: 0.1780 (0.1764)  loss_bbox_aux_1: 0.1689 (0.1681)  loss_bbox_aux_2: 0.1656 (0.1651)  loss_bbox_aux_3: 0.1708 (0.1642)  loss_bbox_aux_4: 0.1718 (0.1642)  loss_bbox_aux_5: 0.2328 (0.2165)  loss_bbox_dn_0: 0.3176 (0.2912)  loss_bbox_dn_1: 0.2330 (0.2226)  loss_bbox_dn_2: 0.2090 (0.2005)  loss_bbox_dn_3: 0.2051 (0.1936)  loss_bbox_dn_4: 0.2039 (0.1922)  loss_bbox_dn_5: 0.2043 (0.1921)  loss_giou: 0.4326 (0.4996)  loss_giou_aux_0: 0.4617 (0.5230)  loss_giou_aux_1: 0.4424 (0.5079)  loss_giou_aux_2: 0.4257 (0.5027)  loss_giou_aux_3: 0.4306 (0.5000)  loss_giou_aux_4: 0.4325 (0.4997)  loss_giou_aux_5: 0.5477 (0.5939)  loss_giou_dn_0: 0.5979 (0.6163)  loss_giou_dn_1: 0.4882 (0.5112)  loss_giou_dn_2: 0.4555 (0.4825)  loss_giou_dn_3: 0.4446 (0.4740)  loss_giou_dn_4: 0.4419 (0.4721)  loss_giou_dn_5: 0.4421 (0.4722)  loss_vfl: 0.6909 (0.7016)  loss_vfl_aux_0: 0.8186 (0.8237)  loss_vfl_aux_1: 0.7577 (0.7691)  loss_vfl_aux_2: 0.7300 (0.7338)  loss_vfl_aux_3: 0.7011 (0.7148)  loss_vfl_aux_4: 0.6915 (0.7046)  loss_vfl_aux_5: 0.8151 (0.7954)  loss_vfl_dn_0: 0.4607 (0.4639)  loss_vfl_dn_1: 0.3931 (0.4016)  loss_vfl_dn_2: 0.3756 (0.3856)  loss_vfl_dn_3: 0.3682 (0.3779)  loss_vfl_dn_4: 0.3644 (0.3752)  loss_vfl_dn_5: 0.3643 (0.3743)  time: 0.4833  data: 0.0147  max mem: 5654
Epoch: [25]  [2600/7393]  eta: 0:38:38  lr: 0.000010  loss: 16.7888 (16.7904)  loss_bbox: 0.1707 (0.1643)  loss_bbox_aux_0: 0.1754 (0.1764)  loss_bbox_aux_1: 0.1608 (0.1682)  loss_bbox_aux_2: 0.1640 (0.1651)  loss_bbox_aux_3: 0.1626 (0.1642)  loss_bbox_aux_4: 0.1704 (0.1642)  loss_bbox_aux_5: 0.2246 (0.2166)  loss_bbox_dn_0: 0.2668 (0.2912)  loss_bbox_dn_1: 0.2063 (0.2226)  loss_bbox_dn_2: 0.1918 (0.2005)  loss_bbox_dn_3: 0.1865 (0.1936)  loss_bbox_dn_4: 0.1845 (0.1922)  loss_bbox_dn_5: 0.1844 (0.1922)  loss_giou: 0.4715 (0.4996)  loss_giou_aux_0: 0.4932 (0.5231)  loss_giou_aux_1: 0.4844 (0.5079)  loss_giou_aux_2: 0.4743 (0.5028)  loss_giou_aux_3: 0.4760 (0.5001)  loss_giou_aux_4: 0.4736 (0.4998)  loss_giou_aux_5: 0.5772 (0.5941)  loss_giou_dn_0: 0.5991 (0.6164)  loss_giou_dn_1: 0.5038 (0.5113)  loss_giou_dn_2: 0.4686 (0.4826)  loss_giou_dn_3: 0.4655 (0.4742)  loss_giou_dn_4: 0.4650 (0.4722)  loss_giou_dn_5: 0.4651 (0.4723)  loss_vfl: 0.7235 (0.7019)  loss_vfl_aux_0: 0.8498 (0.8238)  loss_vfl_aux_1: 0.7903 (0.7691)  loss_vfl_aux_2: 0.7541 (0.7339)  loss_vfl_aux_3: 0.7366 (0.7150)  loss_vfl_aux_4: 0.7235 (0.7048)  loss_vfl_aux_5: 0.8022 (0.7954)  loss_vfl_dn_0: 0.4621 (0.4639)  loss_vfl_dn_1: 0.4065 (0.4016)  loss_vfl_dn_2: 0.3922 (0.3856)  loss_vfl_dn_3: 0.3844 (0.3780)  loss_vfl_dn_4: 0.3799 (0.3752)  loss_vfl_dn_5: 0.3800 (0.3744)  time: 0.4707  data: 0.0142  max mem: 5654
Epoch: [25]  [2700/7393]  eta: 0:37:47  lr: 0.000010  loss: 16.5958 (16.7763)  loss_bbox: 0.1694 (0.1643)  loss_bbox_aux_0: 0.1850 (0.1763)  loss_bbox_aux_1: 0.1630 (0.1680)  loss_bbox_aux_2: 0.1692 (0.1651)  loss_bbox_aux_3: 0.1711 (0.1642)  loss_bbox_aux_4: 0.1707 (0.1642)  loss_bbox_aux_5: 0.2325 (0.2167)  loss_bbox_dn_0: 0.3225 (0.2913)  loss_bbox_dn_1: 0.2370 (0.2226)  loss_bbox_dn_2: 0.2090 (0.2005)  loss_bbox_dn_3: 0.1979 (0.1936)  loss_bbox_dn_4: 0.1978 (0.1921)  loss_bbox_dn_5: 0.1982 (0.1921)  loss_giou: 0.4272 (0.4982)  loss_giou_aux_0: 0.4614 (0.5217)  loss_giou_aux_1: 0.4397 (0.5064)  loss_giou_aux_2: 0.4357 (0.5014)  loss_giou_aux_3: 0.4365 (0.4987)  loss_giou_aux_4: 0.4283 (0.4984)  loss_giou_aux_5: 0.5399 (0.5928)  loss_giou_dn_0: 0.5589 (0.6156)  loss_giou_dn_1: 0.4461 (0.5104)  loss_giou_dn_2: 0.4140 (0.4817)  loss_giou_dn_3: 0.4037 (0.4732)  loss_giou_dn_4: 0.4026 (0.4712)  loss_giou_dn_5: 0.4028 (0.4714)  loss_vfl: 0.6981 (0.7021)  loss_vfl_aux_0: 0.8828 (0.8243)  loss_vfl_aux_1: 0.7930 (0.7697)  loss_vfl_aux_2: 0.7456 (0.7342)  loss_vfl_aux_3: 0.7004 (0.7150)  loss_vfl_aux_4: 0.6935 (0.7050)  loss_vfl_aux_5: 0.8306 (0.7959)  loss_vfl_dn_0: 0.4638 (0.4639)  loss_vfl_dn_1: 0.3916 (0.4016)  loss_vfl_dn_2: 0.3775 (0.3855)  loss_vfl_dn_3: 0.3693 (0.3779)  loss_vfl_dn_4: 0.3681 (0.3751)  loss_vfl_dn_5: 0.3656 (0.3743)  time: 0.4775  data: 0.0144  max mem: 5654
Epoch: [25]  [2800/7393]  eta: 0:36:58  lr: 0.000010  loss: 16.6267 (16.7823)  loss_bbox: 0.1683 (0.1644)  loss_bbox_aux_0: 0.1698 (0.1765)  loss_bbox_aux_1: 0.1725 (0.1682)  loss_bbox_aux_2: 0.1628 (0.1652)  loss_bbox_aux_3: 0.1584 (0.1643)  loss_bbox_aux_4: 0.1692 (0.1643)  loss_bbox_aux_5: 0.2243 (0.2168)  loss_bbox_dn_0: 0.2987 (0.2915)  loss_bbox_dn_1: 0.2223 (0.2228)  loss_bbox_dn_2: 0.2094 (0.2007)  loss_bbox_dn_3: 0.2011 (0.1938)  loss_bbox_dn_4: 0.1994 (0.1924)  loss_bbox_dn_5: 0.1991 (0.1923)  loss_giou: 0.4300 (0.4982)  loss_giou_aux_0: 0.4430 (0.5217)  loss_giou_aux_1: 0.4383 (0.5064)  loss_giou_aux_2: 0.4355 (0.5013)  loss_giou_aux_3: 0.4345 (0.4987)  loss_giou_aux_4: 0.4228 (0.4984)  loss_giou_aux_5: 0.5179 (0.5927)  loss_giou_dn_0: 0.5762 (0.6156)  loss_giou_dn_1: 0.4692 (0.5104)  loss_giou_dn_2: 0.4455 (0.4818)  loss_giou_dn_3: 0.4387 (0.4733)  loss_giou_dn_4: 0.4365 (0.4713)  loss_giou_dn_5: 0.4366 (0.4714)  loss_vfl: 0.7026 (0.7025)  loss_vfl_aux_0: 0.8349 (0.8246)  loss_vfl_aux_1: 0.7630 (0.7701)  loss_vfl_aux_2: 0.7285 (0.7346)  loss_vfl_aux_3: 0.7115 (0.7156)  loss_vfl_aux_4: 0.7143 (0.7056)  loss_vfl_aux_5: 0.8137 (0.7962)  loss_vfl_dn_0: 0.4633 (0.4640)  loss_vfl_dn_1: 0.4000 (0.4017)  loss_vfl_dn_2: 0.3867 (0.3856)  loss_vfl_dn_3: 0.3773 (0.3780)  loss_vfl_dn_4: 0.3751 (0.3752)  loss_vfl_dn_5: 0.3750 (0.3744)  time: 0.4830  data: 0.0146  max mem: 5654
Epoch: [25]  [2900/7393]  eta: 0:36:27  lr: 0.000010  loss: 15.8461 (16.7769)  loss_bbox: 0.1457 (0.1644)  loss_bbox_aux_0: 0.1625 (0.1765)  loss_bbox_aux_1: 0.1491 (0.1683)  loss_bbox_aux_2: 0.1487 (0.1653)  loss_bbox_aux_3: 0.1422 (0.1643)  loss_bbox_aux_4: 0.1457 (0.1643)  loss_bbox_aux_5: 0.1995 (0.2169)  loss_bbox_dn_0: 0.2370 (0.2916)  loss_bbox_dn_1: 0.1878 (0.2229)  loss_bbox_dn_2: 0.1643 (0.2008)  loss_bbox_dn_3: 0.1573 (0.1939)  loss_bbox_dn_4: 0.1564 (0.1924)  loss_bbox_dn_5: 0.1564 (0.1924)  loss_giou: 0.4533 (0.4974)  loss_giou_aux_0: 0.4758 (0.5211)  loss_giou_aux_1: 0.4548 (0.5058)  loss_giou_aux_2: 0.4537 (0.5007)  loss_giou_aux_3: 0.4531 (0.4979)  loss_giou_aux_4: 0.4448 (0.4976)  loss_giou_aux_5: 0.5265 (0.5921)  loss_giou_dn_0: 0.5820 (0.6152)  loss_giou_dn_1: 0.4578 (0.5100)  loss_giou_dn_2: 0.4371 (0.4813)  loss_giou_dn_3: 0.4308 (0.4728)  loss_giou_dn_4: 0.4323 (0.4708)  loss_giou_dn_5: 0.4324 (0.4710)  loss_vfl: 0.6944 (0.7030)  loss_vfl_aux_0: 0.8050 (0.8247)  loss_vfl_aux_1: 0.7367 (0.7702)  loss_vfl_aux_2: 0.7044 (0.7348)  loss_vfl_aux_3: 0.7035 (0.7160)  loss_vfl_aux_4: 0.6990 (0.7061)  loss_vfl_aux_5: 0.7749 (0.7964)  loss_vfl_dn_0: 0.4562 (0.4640)  loss_vfl_dn_1: 0.3926 (0.4015)  loss_vfl_dn_2: 0.3813 (0.3855)  loss_vfl_dn_3: 0.3749 (0.3778)  loss_vfl_dn_4: 0.3714 (0.3751)  loss_vfl_dn_5: 0.3703 (0.3742)  time: 0.4812  data: 0.0139  max mem: 5654
Epoch: [25]  [3000/7393]  eta: 0:35:36  lr: 0.000010  loss: 16.0127 (16.7663)  loss_bbox: 0.1575 (0.1642)  loss_bbox_aux_0: 0.1760 (0.1764)  loss_bbox_aux_1: 0.1626 (0.1681)  loss_bbox_aux_2: 0.1585 (0.1651)  loss_bbox_aux_3: 0.1598 (0.1641)  loss_bbox_aux_4: 0.1560 (0.1641)  loss_bbox_aux_5: 0.2079 (0.2166)  loss_bbox_dn_0: 0.2811 (0.2911)  loss_bbox_dn_1: 0.2130 (0.2225)  loss_bbox_dn_2: 0.1903 (0.2005)  loss_bbox_dn_3: 0.1813 (0.1936)  loss_bbox_dn_4: 0.1801 (0.1921)  loss_bbox_dn_5: 0.1801 (0.1921)  loss_giou: 0.4686 (0.4972)  loss_giou_aux_0: 0.4961 (0.5209)  loss_giou_aux_1: 0.4714 (0.5056)  loss_giou_aux_2: 0.4841 (0.5006)  loss_giou_aux_3: 0.4727 (0.4978)  loss_giou_aux_4: 0.4771 (0.4974)  loss_giou_aux_5: 0.5396 (0.5919)  loss_giou_dn_0: 0.5859 (0.6149)  loss_giou_dn_1: 0.4927 (0.5097)  loss_giou_dn_2: 0.4631 (0.4811)  loss_giou_dn_3: 0.4523 (0.4725)  loss_giou_dn_4: 0.4494 (0.4706)  loss_giou_dn_5: 0.4493 (0.4707)  loss_vfl: 0.6694 (0.7026)  loss_vfl_aux_0: 0.7801 (0.8239)  loss_vfl_aux_1: 0.7385 (0.7694)  loss_vfl_aux_2: 0.7055 (0.7342)  loss_vfl_aux_3: 0.6901 (0.7154)  loss_vfl_aux_4: 0.6710 (0.7057)  loss_vfl_aux_5: 0.7732 (0.7960)  loss_vfl_dn_0: 0.4617 (0.4639)  loss_vfl_dn_1: 0.3985 (0.4014)  loss_vfl_dn_2: 0.3852 (0.3854)  loss_vfl_dn_3: 0.3744 (0.3778)  loss_vfl_dn_4: 0.3724 (0.3750)  loss_vfl_dn_5: 0.3719 (0.3742)  time: 0.4732  data: 0.0140  max mem: 5654
Epoch: [25]  [3100/7393]  eta: 0:34:56  lr: 0.000010  loss: 16.6525 (16.7689)  loss_bbox: 0.1572 (0.1644)  loss_bbox_aux_0: 0.1759 (0.1765)  loss_bbox_aux_1: 0.1667 (0.1683)  loss_bbox_aux_2: 0.1624 (0.1653)  loss_bbox_aux_3: 0.1572 (0.1643)  loss_bbox_aux_4: 0.1547 (0.1643)  loss_bbox_aux_5: 0.2059 (0.2168)  loss_bbox_dn_0: 0.2630 (0.2914)  loss_bbox_dn_1: 0.2032 (0.2227)  loss_bbox_dn_2: 0.1866 (0.2006)  loss_bbox_dn_3: 0.1832 (0.1937)  loss_bbox_dn_4: 0.1810 (0.1923)  loss_bbox_dn_5: 0.1810 (0.1923)  loss_giou: 0.4745 (0.4973)  loss_giou_aux_0: 0.4894 (0.5210)  loss_giou_aux_1: 0.4798 (0.5058)  loss_giou_aux_2: 0.4737 (0.5007)  loss_giou_aux_3: 0.4661 (0.4979)  loss_giou_aux_4: 0.4721 (0.4975)  loss_giou_aux_5: 0.5669 (0.5919)  loss_giou_dn_0: 0.5785 (0.6149)  loss_giou_dn_1: 0.4840 (0.5096)  loss_giou_dn_2: 0.4581 (0.4810)  loss_giou_dn_3: 0.4455 (0.4725)  loss_giou_dn_4: 0.4446 (0.4705)  loss_giou_dn_5: 0.4447 (0.4707)  loss_vfl: 0.7220 (0.7025)  loss_vfl_aux_0: 0.8346 (0.8240)  loss_vfl_aux_1: 0.7775 (0.7696)  loss_vfl_aux_2: 0.7319 (0.7341)  loss_vfl_aux_3: 0.7241 (0.7153)  loss_vfl_aux_4: 0.7306 (0.7056)  loss_vfl_aux_5: 0.7986 (0.7962)  loss_vfl_dn_0: 0.4679 (0.4639)  loss_vfl_dn_1: 0.4002 (0.4015)  loss_vfl_dn_2: 0.3810 (0.3854)  loss_vfl_dn_3: 0.3772 (0.3778)  loss_vfl_dn_4: 0.3746 (0.3751)  loss_vfl_dn_5: 0.3721 (0.3742)  time: 0.4761  data: 0.0141  max mem: 5654
Epoch: [25]  [3200/7393]  eta: 0:34:06  lr: 0.000010  loss: 16.7588 (16.7656)  loss_bbox: 0.1621 (0.1644)  loss_bbox_aux_0: 0.1766 (0.1765)  loss_bbox_aux_1: 0.1494 (0.1683)  loss_bbox_aux_2: 0.1613 (0.1653)  loss_bbox_aux_3: 0.1632 (0.1643)  loss_bbox_aux_4: 0.1620 (0.1643)  loss_bbox_aux_5: 0.2082 (0.2169)  loss_bbox_dn_0: 0.3254 (0.2919)  loss_bbox_dn_1: 0.2537 (0.2231)  loss_bbox_dn_2: 0.2235 (0.2010)  loss_bbox_dn_3: 0.2154 (0.1941)  loss_bbox_dn_4: 0.2133 (0.1927)  loss_bbox_dn_5: 0.2133 (0.1927)  loss_giou: 0.4331 (0.4964)  loss_giou_aux_0: 0.4595 (0.5201)  loss_giou_aux_1: 0.4540 (0.5049)  loss_giou_aux_2: 0.4526 (0.4998)  loss_giou_aux_3: 0.4517 (0.4970)  loss_giou_aux_4: 0.4369 (0.4965)  loss_giou_aux_5: 0.5309 (0.5910)  loss_giou_dn_0: 0.5644 (0.6142)  loss_giou_dn_1: 0.4579 (0.5090)  loss_giou_dn_2: 0.4249 (0.4804)  loss_giou_dn_3: 0.4230 (0.4720)  loss_giou_dn_4: 0.4223 (0.4700)  loss_giou_dn_5: 0.4227 (0.4701)  loss_vfl: 0.7369 (0.7031)  loss_vfl_aux_0: 0.8558 (0.8247)  loss_vfl_aux_1: 0.7988 (0.7699)  loss_vfl_aux_2: 0.7717 (0.7345)  loss_vfl_aux_3: 0.7441 (0.7158)  loss_vfl_aux_4: 0.7342 (0.7062)  loss_vfl_aux_5: 0.8372 (0.7969)  loss_vfl_dn_0: 0.4626 (0.4639)  loss_vfl_dn_1: 0.3921 (0.4014)  loss_vfl_dn_2: 0.3761 (0.3853)  loss_vfl_dn_3: 0.3713 (0.3777)  loss_vfl_dn_4: 0.3705 (0.3750)  loss_vfl_dn_5: 0.3699 (0.3742)  time: 0.4717  data: 0.0147  max mem: 5654
Epoch: [25]  [3300/7393]  eta: 0:33:14  lr: 0.000010  loss: 16.5863 (16.7670)  loss_bbox: 0.1565 (0.1643)  loss_bbox_aux_0: 0.1744 (0.1765)  loss_bbox_aux_1: 0.1543 (0.1683)  loss_bbox_aux_2: 0.1595 (0.1653)  loss_bbox_aux_3: 0.1583 (0.1643)  loss_bbox_aux_4: 0.1603 (0.1642)  loss_bbox_aux_5: 0.2094 (0.2168)  loss_bbox_dn_0: 0.2881 (0.2917)  loss_bbox_dn_1: 0.2163 (0.2230)  loss_bbox_dn_2: 0.1958 (0.2009)  loss_bbox_dn_3: 0.1866 (0.1940)  loss_bbox_dn_4: 0.1857 (0.1926)  loss_bbox_dn_5: 0.1861 (0.1926)  loss_giou: 0.4795 (0.4967)  loss_giou_aux_0: 0.4971 (0.5204)  loss_giou_aux_1: 0.4810 (0.5052)  loss_giou_aux_2: 0.4711 (0.5002)  loss_giou_aux_3: 0.4746 (0.4973)  loss_giou_aux_4: 0.4721 (0.4968)  loss_giou_aux_5: 0.5589 (0.5913)  loss_giou_dn_0: 0.5801 (0.6144)  loss_giou_dn_1: 0.5018 (0.5092)  loss_giou_dn_2: 0.4681 (0.4807)  loss_giou_dn_3: 0.4628 (0.4722)  loss_giou_dn_4: 0.4597 (0.4702)  loss_giou_dn_5: 0.4599 (0.4704)  loss_vfl: 0.7026 (0.7030)  loss_vfl_aux_0: 0.8220 (0.8245)  loss_vfl_aux_1: 0.7702 (0.7696)  loss_vfl_aux_2: 0.7221 (0.7343)  loss_vfl_aux_3: 0.7128 (0.7158)  loss_vfl_aux_4: 0.7035 (0.7061)  loss_vfl_aux_5: 0.7806 (0.7967)  loss_vfl_dn_0: 0.4672 (0.4638)  loss_vfl_dn_1: 0.4013 (0.4014)  loss_vfl_dn_2: 0.3839 (0.3853)  loss_vfl_dn_3: 0.3755 (0.3777)  loss_vfl_dn_4: 0.3697 (0.3750)  loss_vfl_dn_5: 0.3662 (0.3742)  time: 0.4603  data: 0.0136  max mem: 5654
Epoch: [25]  [3400/7393]  eta: 0:32:24  lr: 0.000010  loss: 16.2945 (16.7646)  loss_bbox: 0.1526 (0.1643)  loss_bbox_aux_0: 0.1730 (0.1765)  loss_bbox_aux_1: 0.1590 (0.1683)  loss_bbox_aux_2: 0.1598 (0.1653)  loss_bbox_aux_3: 0.1560 (0.1642)  loss_bbox_aux_4: 0.1530 (0.1642)  loss_bbox_aux_5: 0.1994 (0.2169)  loss_bbox_dn_0: 0.2857 (0.2918)  loss_bbox_dn_1: 0.2087 (0.2230)  loss_bbox_dn_2: 0.1912 (0.2009)  loss_bbox_dn_3: 0.1875 (0.1940)  loss_bbox_dn_4: 0.1842 (0.1926)  loss_bbox_dn_5: 0.1841 (0.1926)  loss_giou: 0.4124 (0.4961)  loss_giou_aux_0: 0.4519 (0.5199)  loss_giou_aux_1: 0.4280 (0.5048)  loss_giou_aux_2: 0.4085 (0.4997)  loss_giou_aux_3: 0.4135 (0.4967)  loss_giou_aux_4: 0.4139 (0.4963)  loss_giou_aux_5: 0.5225 (0.5908)  loss_giou_dn_0: 0.5885 (0.6142)  loss_giou_dn_1: 0.4787 (0.5090)  loss_giou_dn_2: 0.4423 (0.4804)  loss_giou_dn_3: 0.4406 (0.4720)  loss_giou_dn_4: 0.4402 (0.4700)  loss_giou_dn_5: 0.4402 (0.4702)  loss_vfl: 0.6915 (0.7034)  loss_vfl_aux_0: 0.8062 (0.8248)  loss_vfl_aux_1: 0.7350 (0.7697)  loss_vfl_aux_2: 0.7187 (0.7347)  loss_vfl_aux_3: 0.7011 (0.7162)  loss_vfl_aux_4: 0.6963 (0.7066)  loss_vfl_aux_5: 0.7898 (0.7972)  loss_vfl_dn_0: 0.4722 (0.4639)  loss_vfl_dn_1: 0.3947 (0.4013)  loss_vfl_dn_2: 0.3780 (0.3853)  loss_vfl_dn_3: 0.3726 (0.3777)  loss_vfl_dn_4: 0.3705 (0.3749)  loss_vfl_dn_5: 0.3697 (0.3741)  time: 0.4824  data: 0.0138  max mem: 5654
Epoch: [25]  [3500/7393]  eta: 0:31:34  lr: 0.000010  loss: 17.0416 (16.7673)  loss_bbox: 0.1627 (0.1642)  loss_bbox_aux_0: 0.1710 (0.1764)  loss_bbox_aux_1: 0.1619 (0.1683)  loss_bbox_aux_2: 0.1646 (0.1653)  loss_bbox_aux_3: 0.1609 (0.1642)  loss_bbox_aux_4: 0.1627 (0.1641)  loss_bbox_aux_5: 0.2133 (0.2167)  loss_bbox_dn_0: 0.2910 (0.2916)  loss_bbox_dn_1: 0.2290 (0.2228)  loss_bbox_dn_2: 0.2116 (0.2008)  loss_bbox_dn_3: 0.1948 (0.1938)  loss_bbox_dn_4: 0.1932 (0.1924)  loss_bbox_dn_5: 0.1932 (0.1924)  loss_giou: 0.4689 (0.4966)  loss_giou_aux_0: 0.4872 (0.5204)  loss_giou_aux_1: 0.4780 (0.5053)  loss_giou_aux_2: 0.4834 (0.5002)  loss_giou_aux_3: 0.4823 (0.4973)  loss_giou_aux_4: 0.4696 (0.4968)  loss_giou_aux_5: 0.5572 (0.5912)  loss_giou_dn_0: 0.5929 (0.6144)  loss_giou_dn_1: 0.4910 (0.5092)  loss_giou_dn_2: 0.4671 (0.4807)  loss_giou_dn_3: 0.4579 (0.4722)  loss_giou_dn_4: 0.4572 (0.4702)  loss_giou_dn_5: 0.4572 (0.4704)  loss_vfl: 0.7085 (0.7034)  loss_vfl_aux_0: 0.8243 (0.8246)  loss_vfl_aux_1: 0.7821 (0.7694)  loss_vfl_aux_2: 0.7426 (0.7345)  loss_vfl_aux_3: 0.7475 (0.7161)  loss_vfl_aux_4: 0.7177 (0.7066)  loss_vfl_aux_5: 0.8149 (0.7971)  loss_vfl_dn_0: 0.4691 (0.4639)  loss_vfl_dn_1: 0.4049 (0.4014)  loss_vfl_dn_2: 0.3861 (0.3853)  loss_vfl_dn_3: 0.3793 (0.3777)  loss_vfl_dn_4: 0.3772 (0.3750)  loss_vfl_dn_5: 0.3764 (0.3742)  time: 0.4759  data: 0.0138  max mem: 5654
Epoch: [25]  [3600/7393]  eta: 0:30:45  lr: 0.000010  loss: 16.4130 (16.7689)  loss_bbox: 0.1463 (0.1642)  loss_bbox_aux_0: 0.1534 (0.1764)  loss_bbox_aux_1: 0.1487 (0.1683)  loss_bbox_aux_2: 0.1512 (0.1654)  loss_bbox_aux_3: 0.1490 (0.1642)  loss_bbox_aux_4: 0.1463 (0.1641)  loss_bbox_aux_5: 0.2057 (0.2167)  loss_bbox_dn_0: 0.2558 (0.2913)  loss_bbox_dn_1: 0.1896 (0.2227)  loss_bbox_dn_2: 0.1700 (0.2006)  loss_bbox_dn_3: 0.1650 (0.1937)  loss_bbox_dn_4: 0.1634 (0.1923)  loss_bbox_dn_5: 0.1633 (0.1923)  loss_giou: 0.4905 (0.4970)  loss_giou_aux_0: 0.4781 (0.5208)  loss_giou_aux_1: 0.4726 (0.5057)  loss_giou_aux_2: 0.4753 (0.5006)  loss_giou_aux_3: 0.4667 (0.4976)  loss_giou_aux_4: 0.4854 (0.4971)  loss_giou_aux_5: 0.5478 (0.5915)  loss_giou_dn_0: 0.6033 (0.6147)  loss_giou_dn_1: 0.4914 (0.5095)  loss_giou_dn_2: 0.4635 (0.4809)  loss_giou_dn_3: 0.4566 (0.4724)  loss_giou_dn_4: 0.4540 (0.4704)  loss_giou_dn_5: 0.4543 (0.4706)  loss_vfl: 0.7190 (0.7033)  loss_vfl_aux_0: 0.8379 (0.8243)  loss_vfl_aux_1: 0.7583 (0.7692)  loss_vfl_aux_2: 0.7445 (0.7343)  loss_vfl_aux_3: 0.7349 (0.7159)  loss_vfl_aux_4: 0.7218 (0.7064)  loss_vfl_aux_5: 0.8027 (0.7969)  loss_vfl_dn_0: 0.4600 (0.4639)  loss_vfl_dn_1: 0.4019 (0.4014)  loss_vfl_dn_2: 0.3845 (0.3853)  loss_vfl_dn_3: 0.3758 (0.3778)  loss_vfl_dn_4: 0.3731 (0.3750)  loss_vfl_dn_5: 0.3717 (0.3742)  time: 0.4728  data: 0.0141  max mem: 5654
Epoch: [25]  [3700/7393]  eta: 0:29:55  lr: 0.000010  loss: 16.9864 (16.7711)  loss_bbox: 0.1580 (0.1642)  loss_bbox_aux_0: 0.1743 (0.1762)  loss_bbox_aux_1: 0.1617 (0.1682)  loss_bbox_aux_2: 0.1624 (0.1653)  loss_bbox_aux_3: 0.1617 (0.1641)  loss_bbox_aux_4: 0.1578 (0.1641)  loss_bbox_aux_5: 0.2120 (0.2165)  loss_bbox_dn_0: 0.2892 (0.2912)  loss_bbox_dn_1: 0.2195 (0.2226)  loss_bbox_dn_2: 0.1976 (0.2005)  loss_bbox_dn_3: 0.1943 (0.1936)  loss_bbox_dn_4: 0.1932 (0.1922)  loss_bbox_dn_5: 0.1929 (0.1922)  loss_giou: 0.4893 (0.4974)  loss_giou_aux_0: 0.5098 (0.5211)  loss_giou_aux_1: 0.5068 (0.5061)  loss_giou_aux_2: 0.4991 (0.5010)  loss_giou_aux_3: 0.4893 (0.4980)  loss_giou_aux_4: 0.4852 (0.4975)  loss_giou_aux_5: 0.5861 (0.5919)  loss_giou_dn_0: 0.6313 (0.6149)  loss_giou_dn_1: 0.5241 (0.5097)  loss_giou_dn_2: 0.4957 (0.4811)  loss_giou_dn_3: 0.4850 (0.4727)  loss_giou_dn_4: 0.4856 (0.4707)  loss_giou_dn_5: 0.4855 (0.4708)  loss_vfl: 0.7141 (0.7032)  loss_vfl_aux_0: 0.8465 (0.8243)  loss_vfl_aux_1: 0.7913 (0.7691)  loss_vfl_aux_2: 0.7462 (0.7341)  loss_vfl_aux_3: 0.7122 (0.7158)  loss_vfl_aux_4: 0.7127 (0.7064)  loss_vfl_aux_5: 0.8154 (0.7967)  loss_vfl_dn_0: 0.4644 (0.4639)  loss_vfl_dn_1: 0.4092 (0.4014)  loss_vfl_dn_2: 0.3946 (0.3854)  loss_vfl_dn_3: 0.3917 (0.3778)  loss_vfl_dn_4: 0.3883 (0.3751)  loss_vfl_dn_5: 0.3893 (0.3742)  time: 0.4829  data: 0.0148  max mem: 5654
Epoch: [25]  [3800/7393]  eta: 0:29:06  lr: 0.000010  loss: 16.1815 (16.7678)  loss_bbox: 0.1500 (0.1640)  loss_bbox_aux_0: 0.1611 (0.1762)  loss_bbox_aux_1: 0.1568 (0.1682)  loss_bbox_aux_2: 0.1485 (0.1651)  loss_bbox_aux_3: 0.1503 (0.1640)  loss_bbox_aux_4: 0.1470 (0.1639)  loss_bbox_aux_5: 0.1920 (0.2164)  loss_bbox_dn_0: 0.2515 (0.2911)  loss_bbox_dn_1: 0.1926 (0.2225)  loss_bbox_dn_2: 0.1752 (0.2005)  loss_bbox_dn_3: 0.1682 (0.1935)  loss_bbox_dn_4: 0.1664 (0.1921)  loss_bbox_dn_5: 0.1664 (0.1921)  loss_giou: 0.4602 (0.4974)  loss_giou_aux_0: 0.5022 (0.5212)  loss_giou_aux_1: 0.4982 (0.5062)  loss_giou_aux_2: 0.4737 (0.5010)  loss_giou_aux_3: 0.4675 (0.4980)  loss_giou_aux_4: 0.4572 (0.4976)  loss_giou_aux_5: 0.5463 (0.5919)  loss_giou_dn_0: 0.5850 (0.6148)  loss_giou_dn_1: 0.4960 (0.5096)  loss_giou_dn_2: 0.4681 (0.4810)  loss_giou_dn_3: 0.4599 (0.4726)  loss_giou_dn_4: 0.4576 (0.4706)  loss_giou_dn_5: 0.4574 (0.4708)  loss_vfl: 0.6676 (0.7029)  loss_vfl_aux_0: 0.7802 (0.8240)  loss_vfl_aux_1: 0.7091 (0.7687)  loss_vfl_aux_2: 0.6966 (0.7339)  loss_vfl_aux_3: 0.6886 (0.7157)  loss_vfl_aux_4: 0.6731 (0.7062)  loss_vfl_aux_5: 0.7527 (0.7966)  loss_vfl_dn_0: 0.4531 (0.4639)  loss_vfl_dn_1: 0.3932 (0.4013)  loss_vfl_dn_2: 0.3813 (0.3853)  loss_vfl_dn_3: 0.3741 (0.3777)  loss_vfl_dn_4: 0.3731 (0.3750)  loss_vfl_dn_5: 0.3708 (0.3742)  time: 0.4810  data: 0.0150  max mem: 5654
Epoch: [25]  [3900/7393]  eta: 0:28:16  lr: 0.000010  loss: 16.1592 (16.7695)  loss_bbox: 0.1447 (0.1640)  loss_bbox_aux_0: 0.1636 (0.1762)  loss_bbox_aux_1: 0.1530 (0.1682)  loss_bbox_aux_2: 0.1467 (0.1652)  loss_bbox_aux_3: 0.1460 (0.1640)  loss_bbox_aux_4: 0.1474 (0.1639)  loss_bbox_aux_5: 0.2039 (0.2165)  loss_bbox_dn_0: 0.2556 (0.2911)  loss_bbox_dn_1: 0.1954 (0.2225)  loss_bbox_dn_2: 0.1756 (0.2005)  loss_bbox_dn_3: 0.1702 (0.1936)  loss_bbox_dn_4: 0.1701 (0.1922)  loss_bbox_dn_5: 0.1698 (0.1922)  loss_giou: 0.4820 (0.4972)  loss_giou_aux_0: 0.5071 (0.5210)  loss_giou_aux_1: 0.4931 (0.5060)  loss_giou_aux_2: 0.4880 (0.5008)  loss_giou_aux_3: 0.4849 (0.4978)  loss_giou_aux_4: 0.4827 (0.4973)  loss_giou_aux_5: 0.5977 (0.5918)  loss_giou_dn_0: 0.6008 (0.6146)  loss_giou_dn_1: 0.4924 (0.5095)  loss_giou_dn_2: 0.4735 (0.4809)  loss_giou_dn_3: 0.4642 (0.4725)  loss_giou_dn_4: 0.4628 (0.4705)  loss_giou_dn_5: 0.4633 (0.4707)  loss_vfl: 0.7119 (0.7035)  loss_vfl_aux_0: 0.7892 (0.8243)  loss_vfl_aux_1: 0.7638 (0.7692)  loss_vfl_aux_2: 0.7063 (0.7343)  loss_vfl_aux_3: 0.7056 (0.7162)  loss_vfl_aux_4: 0.7007 (0.7068)  loss_vfl_aux_5: 0.7693 (0.7967)  loss_vfl_dn_0: 0.4662 (0.4639)  loss_vfl_dn_1: 0.3967 (0.4014)  loss_vfl_dn_2: 0.3825 (0.3854)  loss_vfl_dn_3: 0.3762 (0.3778)  loss_vfl_dn_4: 0.3743 (0.3751)  loss_vfl_dn_5: 0.3744 (0.3743)  time: 0.4746  data: 0.0141  max mem: 5654
Epoch: [25]  [4000/7393]  eta: 0:27:26  lr: 0.000010  loss: 16.6286 (16.7720)  loss_bbox: 0.1420 (0.1640)  loss_bbox_aux_0: 0.1708 (0.1762)  loss_bbox_aux_1: 0.1519 (0.1683)  loss_bbox_aux_2: 0.1487 (0.1652)  loss_bbox_aux_3: 0.1428 (0.1640)  loss_bbox_aux_4: 0.1473 (0.1640)  loss_bbox_aux_5: 0.2163 (0.2165)  loss_bbox_dn_0: 0.2959 (0.2913)  loss_bbox_dn_1: 0.2187 (0.2227)  loss_bbox_dn_2: 0.1848 (0.2007)  loss_bbox_dn_3: 0.1746 (0.1938)  loss_bbox_dn_4: 0.1742 (0.1924)  loss_bbox_dn_5: 0.1742 (0.1924)  loss_giou: 0.4628 (0.4971)  loss_giou_aux_0: 0.4926 (0.5210)  loss_giou_aux_1: 0.4682 (0.5060)  loss_giou_aux_2: 0.4690 (0.5008)  loss_giou_aux_3: 0.4616 (0.4977)  loss_giou_aux_4: 0.4660 (0.4972)  loss_giou_aux_5: 0.5779 (0.5917)  loss_giou_dn_0: 0.6031 (0.6147)  loss_giou_dn_1: 0.5166 (0.5096)  loss_giou_dn_2: 0.4875 (0.4811)  loss_giou_dn_3: 0.4834 (0.4726)  loss_giou_dn_4: 0.4800 (0.4706)  loss_giou_dn_5: 0.4800 (0.4708)  loss_vfl: 0.6866 (0.7036)  loss_vfl_aux_0: 0.8311 (0.8243)  loss_vfl_aux_1: 0.7806 (0.7693)  loss_vfl_aux_2: 0.7312 (0.7345)  loss_vfl_aux_3: 0.6950 (0.7164)  loss_vfl_aux_4: 0.6876 (0.7069)  loss_vfl_aux_5: 0.8173 (0.7967)  loss_vfl_dn_0: 0.4672 (0.4639)  loss_vfl_dn_1: 0.3998 (0.4014)  loss_vfl_dn_2: 0.3816 (0.3854)  loss_vfl_dn_3: 0.3766 (0.3779)  loss_vfl_dn_4: 0.3743 (0.3751)  loss_vfl_dn_5: 0.3732 (0.3743)  time: 0.4683  data: 0.0139  max mem: 5654
Epoch: [25]  [4100/7393]  eta: 0:26:37  lr: 0.000010  loss: 16.5874 (16.7687)  loss_bbox: 0.1384 (0.1640)  loss_bbox_aux_0: 0.1545 (0.1762)  loss_bbox_aux_1: 0.1472 (0.1682)  loss_bbox_aux_2: 0.1448 (0.1652)  loss_bbox_aux_3: 0.1402 (0.1640)  loss_bbox_aux_4: 0.1384 (0.1640)  loss_bbox_aux_5: 0.1853 (0.2164)  loss_bbox_dn_0: 0.2606 (0.2912)  loss_bbox_dn_1: 0.1849 (0.2226)  loss_bbox_dn_2: 0.1761 (0.2007)  loss_bbox_dn_3: 0.1730 (0.1938)  loss_bbox_dn_4: 0.1691 (0.1923)  loss_bbox_dn_5: 0.1688 (0.1923)  loss_giou: 0.5122 (0.4968)  loss_giou_aux_0: 0.5288 (0.5208)  loss_giou_aux_1: 0.5303 (0.5057)  loss_giou_aux_2: 0.5257 (0.5005)  loss_giou_aux_3: 0.5101 (0.4975)  loss_giou_aux_4: 0.5110 (0.4970)  loss_giou_aux_5: 0.5827 (0.5914)  loss_giou_dn_0: 0.6045 (0.6144)  loss_giou_dn_1: 0.5052 (0.5094)  loss_giou_dn_2: 0.4801 (0.4808)  loss_giou_dn_3: 0.4763 (0.4724)  loss_giou_dn_4: 0.4746 (0.4704)  loss_giou_dn_5: 0.4746 (0.4706)  loss_vfl: 0.6997 (0.7038)  loss_vfl_aux_0: 0.8144 (0.8242)  loss_vfl_aux_1: 0.7658 (0.7693)  loss_vfl_aux_2: 0.7339 (0.7346)  loss_vfl_aux_3: 0.7175 (0.7165)  loss_vfl_aux_4: 0.6973 (0.7070)  loss_vfl_aux_5: 0.8069 (0.7968)  loss_vfl_dn_0: 0.4635 (0.4639)  loss_vfl_dn_1: 0.4032 (0.4014)  loss_vfl_dn_2: 0.3910 (0.3854)  loss_vfl_dn_3: 0.3824 (0.3778)  loss_vfl_dn_4: 0.3796 (0.3751)  loss_vfl_dn_5: 0.3787 (0.3743)  time: 0.4919  data: 0.0144  max mem: 5654
Epoch: [25]  [4200/7393]  eta: 0:25:47  lr: 0.000010  loss: 16.7090 (16.7629)  loss_bbox: 0.1388 (0.1639)  loss_bbox_aux_0: 0.1581 (0.1762)  loss_bbox_aux_1: 0.1518 (0.1681)  loss_bbox_aux_2: 0.1448 (0.1651)  loss_bbox_aux_3: 0.1475 (0.1639)  loss_bbox_aux_4: 0.1389 (0.1639)  loss_bbox_aux_5: 0.1997 (0.2164)  loss_bbox_dn_0: 0.2450 (0.2912)  loss_bbox_dn_1: 0.1948 (0.2226)  loss_bbox_dn_2: 0.1712 (0.2006)  loss_bbox_dn_3: 0.1589 (0.1937)  loss_bbox_dn_4: 0.1568 (0.1923)  loss_bbox_dn_5: 0.1567 (0.1923)  loss_giou: 0.4607 (0.4964)  loss_giou_aux_0: 0.5050 (0.5204)  loss_giou_aux_1: 0.4805 (0.5054)  loss_giou_aux_2: 0.4802 (0.5000)  loss_giou_aux_3: 0.4784 (0.4971)  loss_giou_aux_4: 0.4675 (0.4965)  loss_giou_aux_5: 0.5727 (0.5911)  loss_giou_dn_0: 0.6036 (0.6141)  loss_giou_dn_1: 0.4919 (0.5091)  loss_giou_dn_2: 0.4561 (0.4805)  loss_giou_dn_3: 0.4478 (0.4721)  loss_giou_dn_4: 0.4465 (0.4701)  loss_giou_dn_5: 0.4466 (0.4703)  loss_vfl: 0.6683 (0.7037)  loss_vfl_aux_0: 0.8027 (0.8242)  loss_vfl_aux_1: 0.7381 (0.7693)  loss_vfl_aux_2: 0.7076 (0.7345)  loss_vfl_aux_3: 0.6864 (0.7164)  loss_vfl_aux_4: 0.6719 (0.7070)  loss_vfl_aux_5: 0.7818 (0.7967)  loss_vfl_dn_0: 0.4562 (0.4640)  loss_vfl_dn_1: 0.3979 (0.4014)  loss_vfl_dn_2: 0.3846 (0.3854)  loss_vfl_dn_3: 0.3752 (0.3778)  loss_vfl_dn_4: 0.3755 (0.3750)  loss_vfl_dn_5: 0.3727 (0.3742)  time: 0.4681  data: 0.0140  max mem: 5654
Epoch: [25]  [4300/7393]  eta: 0:24:58  lr: 0.000010  loss: 16.3077 (16.7603)  loss_bbox: 0.1546 (0.1639)  loss_bbox_aux_0: 0.1668 (0.1762)  loss_bbox_aux_1: 0.1589 (0.1681)  loss_bbox_aux_2: 0.1574 (0.1651)  loss_bbox_aux_3: 0.1554 (0.1639)  loss_bbox_aux_4: 0.1583 (0.1638)  loss_bbox_aux_5: 0.2067 (0.2164)  loss_bbox_dn_0: 0.3015 (0.2913)  loss_bbox_dn_1: 0.2216 (0.2226)  loss_bbox_dn_2: 0.1954 (0.2007)  loss_bbox_dn_3: 0.1808 (0.1937)  loss_bbox_dn_4: 0.1810 (0.1923)  loss_bbox_dn_5: 0.1810 (0.1923)  loss_giou: 0.4800 (0.4963)  loss_giou_aux_0: 0.4864 (0.5202)  loss_giou_aux_1: 0.4846 (0.5052)  loss_giou_aux_2: 0.4809 (0.4998)  loss_giou_aux_3: 0.4700 (0.4969)  loss_giou_aux_4: 0.4703 (0.4963)  loss_giou_aux_5: 0.5668 (0.5909)  loss_giou_dn_0: 0.5949 (0.6139)  loss_giou_dn_1: 0.4774 (0.5089)  loss_giou_dn_2: 0.4655 (0.4804)  loss_giou_dn_3: 0.4534 (0.4719)  loss_giou_dn_4: 0.4539 (0.4699)  loss_giou_dn_5: 0.4539 (0.4701)  loss_vfl: 0.6589 (0.7036)  loss_vfl_aux_0: 0.7968 (0.8241)  loss_vfl_aux_1: 0.7291 (0.7692)  loss_vfl_aux_2: 0.6905 (0.7344)  loss_vfl_aux_3: 0.6712 (0.7163)  loss_vfl_aux_4: 0.6721 (0.7069)  loss_vfl_aux_5: 0.7684 (0.7968)  loss_vfl_dn_0: 0.4613 (0.4640)  loss_vfl_dn_1: 0.4013 (0.4014)  loss_vfl_dn_2: 0.3866 (0.3853)  loss_vfl_dn_3: 0.3775 (0.3778)  loss_vfl_dn_4: 0.3760 (0.3750)  loss_vfl_dn_5: 0.3759 (0.3742)  time: 0.4683  data: 0.0139  max mem: 5654
Epoch: [25]  [4400/7393]  eta: 0:24:09  lr: 0.000010  loss: 16.5954 (16.7605)  loss_bbox: 0.1850 (0.1640)  loss_bbox_aux_0: 0.1818 (0.1764)  loss_bbox_aux_1: 0.1867 (0.1683)  loss_bbox_aux_2: 0.1806 (0.1652)  loss_bbox_aux_3: 0.1838 (0.1640)  loss_bbox_aux_4: 0.1830 (0.1640)  loss_bbox_aux_5: 0.2250 (0.2166)  loss_bbox_dn_0: 0.2853 (0.2916)  loss_bbox_dn_1: 0.2137 (0.2228)  loss_bbox_dn_2: 0.1982 (0.2008)  loss_bbox_dn_3: 0.1922 (0.1939)  loss_bbox_dn_4: 0.1900 (0.1925)  loss_bbox_dn_5: 0.1899 (0.1925)  loss_giou: 0.4903 (0.4960)  loss_giou_aux_0: 0.5173 (0.5201)  loss_giou_aux_1: 0.4928 (0.5050)  loss_giou_aux_2: 0.4954 (0.4996)  loss_giou_aux_3: 0.4852 (0.4967)  loss_giou_aux_4: 0.4925 (0.4961)  loss_giou_aux_5: 0.5877 (0.5906)  loss_giou_dn_0: 0.6000 (0.6138)  loss_giou_dn_1: 0.5023 (0.5088)  loss_giou_dn_2: 0.4766 (0.4803)  loss_giou_dn_3: 0.4688 (0.4718)  loss_giou_dn_4: 0.4675 (0.4699)  loss_giou_dn_5: 0.4675 (0.4700)  loss_vfl: 0.6738 (0.7037)  loss_vfl_aux_0: 0.7974 (0.8240)  loss_vfl_aux_1: 0.7496 (0.7691)  loss_vfl_aux_2: 0.6994 (0.7344)  loss_vfl_aux_3: 0.6863 (0.7164)  loss_vfl_aux_4: 0.6788 (0.7069)  loss_vfl_aux_5: 0.7909 (0.7969)  loss_vfl_dn_0: 0.4662 (0.4640)  loss_vfl_dn_1: 0.3994 (0.4014)  loss_vfl_dn_2: 0.3894 (0.3853)  loss_vfl_dn_3: 0.3816 (0.3778)  loss_vfl_dn_4: 0.3798 (0.3750)  loss_vfl_dn_5: 0.3780 (0.3742)  time: 0.4709  data: 0.0140  max mem: 5654
Epoch: [25]  [4500/7393]  eta: 0:23:20  lr: 0.000010  loss: 16.9245 (16.7619)  loss_bbox: 0.1490 (0.1641)  loss_bbox_aux_0: 0.1650 (0.1765)  loss_bbox_aux_1: 0.1561 (0.1684)  loss_bbox_aux_2: 0.1505 (0.1653)  loss_bbox_aux_3: 0.1479 (0.1641)  loss_bbox_aux_4: 0.1489 (0.1641)  loss_bbox_aux_5: 0.1954 (0.2168)  loss_bbox_dn_0: 0.2555 (0.2916)  loss_bbox_dn_1: 0.1919 (0.2228)  loss_bbox_dn_2: 0.1735 (0.2008)  loss_bbox_dn_3: 0.1690 (0.1939)  loss_bbox_dn_4: 0.1679 (0.1925)  loss_bbox_dn_5: 0.1678 (0.1925)  loss_giou: 0.5501 (0.4963)  loss_giou_aux_0: 0.5718 (0.5203)  loss_giou_aux_1: 0.5617 (0.5053)  loss_giou_aux_2: 0.5560 (0.4999)  loss_giou_aux_3: 0.5480 (0.4969)  loss_giou_aux_4: 0.5469 (0.4963)  loss_giou_aux_5: 0.6398 (0.5908)  loss_giou_dn_0: 0.6141 (0.6139)  loss_giou_dn_1: 0.5164 (0.5089)  loss_giou_dn_2: 0.4826 (0.4804)  loss_giou_dn_3: 0.4746 (0.4719)  loss_giou_dn_4: 0.4717 (0.4699)  loss_giou_dn_5: 0.4720 (0.4701)  loss_vfl: 0.6815 (0.7035)  loss_vfl_aux_0: 0.7958 (0.8237)  loss_vfl_aux_1: 0.7360 (0.7689)  loss_vfl_aux_2: 0.7277 (0.7344)  loss_vfl_aux_3: 0.6927 (0.7162)  loss_vfl_aux_4: 0.6893 (0.7068)  loss_vfl_aux_5: 0.7755 (0.7967)  loss_vfl_dn_0: 0.4645 (0.4640)  loss_vfl_dn_1: 0.4069 (0.4014)  loss_vfl_dn_2: 0.3912 (0.3853)  loss_vfl_dn_3: 0.3830 (0.3777)  loss_vfl_dn_4: 0.3789 (0.3750)  loss_vfl_dn_5: 0.3775 (0.3742)  time: 0.4782  data: 0.0141  max mem: 5654
Epoch: [25]  [4600/7393]  eta: 0:22:34  lr: 0.000010  loss: 16.8512 (16.7602)  loss_bbox: 0.1482 (0.1640)  loss_bbox_aux_0: 0.1579 (0.1765)  loss_bbox_aux_1: 0.1562 (0.1684)  loss_bbox_aux_2: 0.1586 (0.1653)  loss_bbox_aux_3: 0.1530 (0.1641)  loss_bbox_aux_4: 0.1482 (0.1640)  loss_bbox_aux_5: 0.1910 (0.2167)  loss_bbox_dn_0: 0.2805 (0.2915)  loss_bbox_dn_1: 0.2009 (0.2228)  loss_bbox_dn_2: 0.1767 (0.2008)  loss_bbox_dn_3: 0.1713 (0.1938)  loss_bbox_dn_4: 0.1727 (0.1924)  loss_bbox_dn_5: 0.1727 (0.1924)  loss_giou: 0.5261 (0.4963)  loss_giou_aux_0: 0.5380 (0.5203)  loss_giou_aux_1: 0.5549 (0.5053)  loss_giou_aux_2: 0.5339 (0.4999)  loss_giou_aux_3: 0.5265 (0.4969)  loss_giou_aux_4: 0.5222 (0.4963)  loss_giou_aux_5: 0.5993 (0.5908)  loss_giou_dn_0: 0.6417 (0.6139)  loss_giou_dn_1: 0.5447 (0.5089)  loss_giou_dn_2: 0.5102 (0.4804)  loss_giou_dn_3: 0.5024 (0.4719)  loss_giou_dn_4: 0.4996 (0.4699)  loss_giou_dn_5: 0.4995 (0.4701)  loss_vfl: 0.6780 (0.7034)  loss_vfl_aux_0: 0.7764 (0.8237)  loss_vfl_aux_1: 0.7452 (0.7688)  loss_vfl_aux_2: 0.7012 (0.7341)  loss_vfl_aux_3: 0.6738 (0.7161)  loss_vfl_aux_4: 0.6882 (0.7066)  loss_vfl_aux_5: 0.7765 (0.7968)  loss_vfl_dn_0: 0.4648 (0.4640)  loss_vfl_dn_1: 0.4047 (0.4013)  loss_vfl_dn_2: 0.3919 (0.3853)  loss_vfl_dn_3: 0.3829 (0.3777)  loss_vfl_dn_4: 0.3775 (0.3749)  loss_vfl_dn_5: 0.3765 (0.3741)  time: 0.4695  data: 0.0136  max mem: 5654
Epoch: [25]  [4700/7393]  eta: 0:21:45  lr: 0.000010  loss: 17.5834 (16.7626)  loss_bbox: 0.1545 (0.1641)  loss_bbox_aux_0: 0.1658 (0.1765)  loss_bbox_aux_1: 0.1507 (0.1684)  loss_bbox_aux_2: 0.1510 (0.1654)  loss_bbox_aux_3: 0.1518 (0.1641)  loss_bbox_aux_4: 0.1485 (0.1640)  loss_bbox_aux_5: 0.2193 (0.2167)  loss_bbox_dn_0: 0.2754 (0.2917)  loss_bbox_dn_1: 0.2075 (0.2229)  loss_bbox_dn_2: 0.1888 (0.2009)  loss_bbox_dn_3: 0.1830 (0.1940)  loss_bbox_dn_4: 0.1814 (0.1926)  loss_bbox_dn_5: 0.1815 (0.1926)  loss_giou: 0.5329 (0.4962)  loss_giou_aux_0: 0.5486 (0.5202)  loss_giou_aux_1: 0.5420 (0.5052)  loss_giou_aux_2: 0.5340 (0.4998)  loss_giou_aux_3: 0.5336 (0.4969)  loss_giou_aux_4: 0.5230 (0.4962)  loss_giou_aux_5: 0.6365 (0.5907)  loss_giou_dn_0: 0.6251 (0.6139)  loss_giou_dn_1: 0.5154 (0.5089)  loss_giou_dn_2: 0.4804 (0.4803)  loss_giou_dn_3: 0.4730 (0.4719)  loss_giou_dn_4: 0.4674 (0.4699)  loss_giou_dn_5: 0.4675 (0.4701)  loss_vfl: 0.7087 (0.7037)  loss_vfl_aux_0: 0.8202 (0.8239)  loss_vfl_aux_1: 0.7664 (0.7689)  loss_vfl_aux_2: 0.7500 (0.7343)  loss_vfl_aux_3: 0.7132 (0.7162)  loss_vfl_aux_4: 0.6912 (0.7069)  loss_vfl_aux_5: 0.7819 (0.7970)  loss_vfl_dn_0: 0.4697 (0.4640)  loss_vfl_dn_1: 0.4001 (0.4014)  loss_vfl_dn_2: 0.3830 (0.3853)  loss_vfl_dn_3: 0.3799 (0.3777)  loss_vfl_dn_4: 0.3791 (0.3750)  loss_vfl_dn_5: 0.3773 (0.3742)  time: 0.4732  data: 0.0139  max mem: 5654
Epoch: [25]  [4800/7393]  eta: 0:20:56  lr: 0.000010  loss: 17.1703 (16.7649)  loss_bbox: 0.1676 (0.1641)  loss_bbox_aux_0: 0.1735 (0.1766)  loss_bbox_aux_1: 0.1735 (0.1685)  loss_bbox_aux_2: 0.1477 (0.1655)  loss_bbox_aux_3: 0.1692 (0.1642)  loss_bbox_aux_4: 0.1715 (0.1641)  loss_bbox_aux_5: 0.1932 (0.2168)  loss_bbox_dn_0: 0.2494 (0.2917)  loss_bbox_dn_1: 0.2047 (0.2230)  loss_bbox_dn_2: 0.1885 (0.2010)  loss_bbox_dn_3: 0.1814 (0.1940)  loss_bbox_dn_4: 0.1795 (0.1926)  loss_bbox_dn_5: 0.1796 (0.1926)  loss_giou: 0.5161 (0.4964)  loss_giou_aux_0: 0.5230 (0.5204)  loss_giou_aux_1: 0.5182 (0.5055)  loss_giou_aux_2: 0.5112 (0.5001)  loss_giou_aux_3: 0.5158 (0.4971)  loss_giou_aux_4: 0.5205 (0.4965)  loss_giou_aux_5: 0.5984 (0.5909)  loss_giou_dn_0: 0.6233 (0.6140)  loss_giou_dn_1: 0.5209 (0.5091)  loss_giou_dn_2: 0.4978 (0.4805)  loss_giou_dn_3: 0.4944 (0.4720)  loss_giou_dn_4: 0.4952 (0.4700)  loss_giou_dn_5: 0.4963 (0.4702)  loss_vfl: 0.7103 (0.7035)  loss_vfl_aux_0: 0.8020 (0.8238)  loss_vfl_aux_1: 0.7552 (0.7687)  loss_vfl_aux_2: 0.7182 (0.7340)  loss_vfl_aux_3: 0.7273 (0.7160)  loss_vfl_aux_4: 0.6930 (0.7067)  loss_vfl_aux_5: 0.7788 (0.7969)  loss_vfl_dn_0: 0.4602 (0.4641)  loss_vfl_dn_1: 0.4041 (0.4014)  loss_vfl_dn_2: 0.3953 (0.3853)  loss_vfl_dn_3: 0.3903 (0.3777)  loss_vfl_dn_4: 0.3877 (0.3750)  loss_vfl_dn_5: 0.3863 (0.3742)  time: 0.4652  data: 0.0140  max mem: 5654
Epoch: [25]  [4900/7393]  eta: 0:20:07  lr: 0.000010  loss: 16.7994 (16.7657)  loss_bbox: 0.1657 (0.1641)  loss_bbox_aux_0: 0.1776 (0.1766)  loss_bbox_aux_1: 0.1756 (0.1686)  loss_bbox_aux_2: 0.1702 (0.1655)  loss_bbox_aux_3: 0.1680 (0.1642)  loss_bbox_aux_4: 0.1657 (0.1641)  loss_bbox_aux_5: 0.2168 (0.2168)  loss_bbox_dn_0: 0.3012 (0.2920)  loss_bbox_dn_1: 0.2355 (0.2232)  loss_bbox_dn_2: 0.2153 (0.2012)  loss_bbox_dn_3: 0.2002 (0.1942)  loss_bbox_dn_4: 0.1976 (0.1928)  loss_bbox_dn_5: 0.1975 (0.1928)  loss_giou: 0.4456 (0.4962)  loss_giou_aux_0: 0.4726 (0.5202)  loss_giou_aux_1: 0.4613 (0.5053)  loss_giou_aux_2: 0.4525 (0.4999)  loss_giou_aux_3: 0.4509 (0.4969)  loss_giou_aux_4: 0.4460 (0.4962)  loss_giou_aux_5: 0.5572 (0.5906)  loss_giou_dn_0: 0.6059 (0.6139)  loss_giou_dn_1: 0.5090 (0.5090)  loss_giou_dn_2: 0.4813 (0.4805)  loss_giou_dn_3: 0.4722 (0.4720)  loss_giou_dn_4: 0.4735 (0.4700)  loss_giou_dn_5: 0.4736 (0.4702)  loss_vfl: 0.7126 (0.7037)  loss_vfl_aux_0: 0.8329 (0.8240)  loss_vfl_aux_1: 0.7818 (0.7689)  loss_vfl_aux_2: 0.7363 (0.7341)  loss_vfl_aux_3: 0.7226 (0.7162)  loss_vfl_aux_4: 0.7094 (0.7069)  loss_vfl_aux_5: 0.8216 (0.7972)  loss_vfl_dn_0: 0.4559 (0.4640)  loss_vfl_dn_1: 0.3985 (0.4014)  loss_vfl_dn_2: 0.3833 (0.3853)  loss_vfl_dn_3: 0.3756 (0.3777)  loss_vfl_dn_4: 0.3738 (0.3750)  loss_vfl_dn_5: 0.3736 (0.3742)  time: 0.4775  data: 0.0140  max mem: 5654
Epoch: [25]  [5000/7393]  eta: 0:19:18  lr: 0.000010  loss: 16.7111 (16.7666)  loss_bbox: 0.1647 (0.1642)  loss_bbox_aux_0: 0.1726 (0.1767)  loss_bbox_aux_1: 0.1648 (0.1687)  loss_bbox_aux_2: 0.1648 (0.1656)  loss_bbox_aux_3: 0.1684 (0.1643)  loss_bbox_aux_4: 0.1647 (0.1642)  loss_bbox_aux_5: 0.2139 (0.2169)  loss_bbox_dn_0: 0.2697 (0.2919)  loss_bbox_dn_1: 0.2163 (0.2232)  loss_bbox_dn_2: 0.1889 (0.2012)  loss_bbox_dn_3: 0.1828 (0.1942)  loss_bbox_dn_4: 0.1821 (0.1928)  loss_bbox_dn_5: 0.1822 (0.1928)  loss_giou: 0.5105 (0.4964)  loss_giou_aux_0: 0.5336 (0.5205)  loss_giou_aux_1: 0.5237 (0.5055)  loss_giou_aux_2: 0.5184 (0.5001)  loss_giou_aux_3: 0.5115 (0.4971)  loss_giou_aux_4: 0.5089 (0.4965)  loss_giou_aux_5: 0.5911 (0.5909)  loss_giou_dn_0: 0.6033 (0.6141)  loss_giou_dn_1: 0.5062 (0.5092)  loss_giou_dn_2: 0.4821 (0.4806)  loss_giou_dn_3: 0.4703 (0.4721)  loss_giou_dn_4: 0.4681 (0.4701)  loss_giou_dn_5: 0.4680 (0.4703)  loss_vfl: 0.6901 (0.7034)  loss_vfl_aux_0: 0.8216 (0.8237)  loss_vfl_aux_1: 0.7410 (0.7686)  loss_vfl_aux_2: 0.7033 (0.7339)  loss_vfl_aux_3: 0.6904 (0.7159)  loss_vfl_aux_4: 0.6908 (0.7066)  loss_vfl_aux_5: 0.7970 (0.7969)  loss_vfl_dn_0: 0.4629 (0.4640)  loss_vfl_dn_1: 0.4040 (0.4014)  loss_vfl_dn_2: 0.3871 (0.3853)  loss_vfl_dn_3: 0.3844 (0.3777)  loss_vfl_dn_4: 0.3817 (0.3750)  loss_vfl_dn_5: 0.3806 (0.3742)  time: 0.4776  data: 0.0142  max mem: 5654
Epoch: [25]  [5100/7393]  eta: 0:18:29  lr: 0.000010  loss: 16.5417 (16.7661)  loss_bbox: 0.1617 (0.1642)  loss_bbox_aux_0: 0.1715 (0.1767)  loss_bbox_aux_1: 0.1608 (0.1686)  loss_bbox_aux_2: 0.1580 (0.1656)  loss_bbox_aux_3: 0.1606 (0.1642)  loss_bbox_aux_4: 0.1597 (0.1641)  loss_bbox_aux_5: 0.2100 (0.2168)  loss_bbox_dn_0: 0.2704 (0.2920)  loss_bbox_dn_1: 0.2110 (0.2232)  loss_bbox_dn_2: 0.1863 (0.2012)  loss_bbox_dn_3: 0.1757 (0.1943)  loss_bbox_dn_4: 0.1742 (0.1928)  loss_bbox_dn_5: 0.1744 (0.1928)  loss_giou: 0.4702 (0.4962)  loss_giou_aux_0: 0.5114 (0.5203)  loss_giou_aux_1: 0.4867 (0.5054)  loss_giou_aux_2: 0.4687 (0.4999)  loss_giou_aux_3: 0.4767 (0.4969)  loss_giou_aux_4: 0.4703 (0.4963)  loss_giou_aux_5: 0.5686 (0.5907)  loss_giou_dn_0: 0.6069 (0.6141)  loss_giou_dn_1: 0.4929 (0.5092)  loss_giou_dn_2: 0.4532 (0.4806)  loss_giou_dn_3: 0.4411 (0.4721)  loss_giou_dn_4: 0.4391 (0.4701)  loss_giou_dn_5: 0.4395 (0.4703)  loss_vfl: 0.6740 (0.7035)  loss_vfl_aux_0: 0.8279 (0.8238)  loss_vfl_aux_1: 0.7353 (0.7686)  loss_vfl_aux_2: 0.7362 (0.7340)  loss_vfl_aux_3: 0.6844 (0.7161)  loss_vfl_aux_4: 0.6805 (0.7067)  loss_vfl_aux_5: 0.7683 (0.7970)  loss_vfl_dn_0: 0.4544 (0.4640)  loss_vfl_dn_1: 0.3971 (0.4014)  loss_vfl_dn_2: 0.3793 (0.3853)  loss_vfl_dn_3: 0.3723 (0.3777)  loss_vfl_dn_4: 0.3706 (0.3750)  loss_vfl_dn_5: 0.3692 (0.3742)  time: 0.4734  data: 0.0148  max mem: 5654
Epoch: [25]  [5200/7393]  eta: 0:17:40  lr: 0.000010  loss: 16.6203 (16.7661)  loss_bbox: 0.1584 (0.1642)  loss_bbox_aux_0: 0.1580 (0.1767)  loss_bbox_aux_1: 0.1564 (0.1687)  loss_bbox_aux_2: 0.1598 (0.1656)  loss_bbox_aux_3: 0.1605 (0.1643)  loss_bbox_aux_4: 0.1560 (0.1642)  loss_bbox_aux_5: 0.2132 (0.2168)  loss_bbox_dn_0: 0.2665 (0.2918)  loss_bbox_dn_1: 0.1988 (0.2231)  loss_bbox_dn_2: 0.1789 (0.2011)  loss_bbox_dn_3: 0.1736 (0.1942)  loss_bbox_dn_4: 0.1705 (0.1927)  loss_bbox_dn_5: 0.1705 (0.1927)  loss_giou: 0.4690 (0.4964)  loss_giou_aux_0: 0.4962 (0.5205)  loss_giou_aux_1: 0.4666 (0.5056)  loss_giou_aux_2: 0.4738 (0.5001)  loss_giou_aux_3: 0.4749 (0.4971)  loss_giou_aux_4: 0.4728 (0.4965)  loss_giou_aux_5: 0.5677 (0.5909)  loss_giou_dn_0: 0.6151 (0.6141)  loss_giou_dn_1: 0.5135 (0.5093)  loss_giou_dn_2: 0.4858 (0.4807)  loss_giou_dn_3: 0.4760 (0.4722)  loss_giou_dn_4: 0.4725 (0.4702)  loss_giou_dn_5: 0.4726 (0.4704)  loss_vfl: 0.6695 (0.7033)  loss_vfl_aux_0: 0.8002 (0.8236)  loss_vfl_aux_1: 0.7461 (0.7684)  loss_vfl_aux_2: 0.6949 (0.7338)  loss_vfl_aux_3: 0.7064 (0.7159)  loss_vfl_aux_4: 0.7041 (0.7066)  loss_vfl_aux_5: 0.7803 (0.7968)  loss_vfl_dn_0: 0.4612 (0.4640)  loss_vfl_dn_1: 0.4008 (0.4014)  loss_vfl_dn_2: 0.3822 (0.3853)  loss_vfl_dn_3: 0.3746 (0.3777)  loss_vfl_dn_4: 0.3718 (0.3750)  loss_vfl_dn_5: 0.3704 (0.3742)  time: 0.4724  data: 0.0137  max mem: 5654
Epoch: [25]  [5300/7393]  eta: 0:16:51  lr: 0.000010  loss: 16.5303 (16.7660)  loss_bbox: 0.1491 (0.1642)  loss_bbox_aux_0: 0.1528 (0.1767)  loss_bbox_aux_1: 0.1490 (0.1687)  loss_bbox_aux_2: 0.1462 (0.1657)  loss_bbox_aux_3: 0.1490 (0.1643)  loss_bbox_aux_4: 0.1470 (0.1642)  loss_bbox_aux_5: 0.1870 (0.2168)  loss_bbox_dn_0: 0.2688 (0.2918)  loss_bbox_dn_1: 0.1970 (0.2231)  loss_bbox_dn_2: 0.1774 (0.2011)  loss_bbox_dn_3: 0.1737 (0.1942)  loss_bbox_dn_4: 0.1739 (0.1927)  loss_bbox_dn_5: 0.1739 (0.1927)  loss_giou: 0.5483 (0.4964)  loss_giou_aux_0: 0.5736 (0.5204)  loss_giou_aux_1: 0.5666 (0.5055)  loss_giou_aux_2: 0.5495 (0.5000)  loss_giou_aux_3: 0.5701 (0.4971)  loss_giou_aux_4: 0.5523 (0.4964)  loss_giou_aux_5: 0.6394 (0.5908)  loss_giou_dn_0: 0.6218 (0.6141)  loss_giou_dn_1: 0.5209 (0.5092)  loss_giou_dn_2: 0.4917 (0.4806)  loss_giou_dn_3: 0.4816 (0.4721)  loss_giou_dn_4: 0.4818 (0.4701)  loss_giou_dn_5: 0.4821 (0.4703)  loss_vfl: 0.6673 (0.7033)  loss_vfl_aux_0: 0.7812 (0.8236)  loss_vfl_aux_1: 0.7506 (0.7684)  loss_vfl_aux_2: 0.7158 (0.7339)  loss_vfl_aux_3: 0.6694 (0.7159)  loss_vfl_aux_4: 0.6698 (0.7066)  loss_vfl_aux_5: 0.7572 (0.7969)  loss_vfl_dn_0: 0.4601 (0.4640)  loss_vfl_dn_1: 0.4072 (0.4014)  loss_vfl_dn_2: 0.3949 (0.3853)  loss_vfl_dn_3: 0.3862 (0.3778)  loss_vfl_dn_4: 0.3836 (0.3750)  loss_vfl_dn_5: 0.3839 (0.3743)  time: 0.4606  data: 0.0139  max mem: 5654
Epoch: [25]  [5400/7393]  eta: 0:16:02  lr: 0.000010  loss: 17.0665 (16.7638)  loss_bbox: 0.1886 (0.1644)  loss_bbox_aux_0: 0.1963 (0.1769)  loss_bbox_aux_1: 0.1937 (0.1689)  loss_bbox_aux_2: 0.1911 (0.1658)  loss_bbox_aux_3: 0.1853 (0.1645)  loss_bbox_aux_4: 0.1883 (0.1644)  loss_bbox_aux_5: 0.2255 (0.2170)  loss_bbox_dn_0: 0.2885 (0.2921)  loss_bbox_dn_1: 0.2191 (0.2234)  loss_bbox_dn_2: 0.1962 (0.2013)  loss_bbox_dn_3: 0.1903 (0.1943)  loss_bbox_dn_4: 0.1895 (0.1929)  loss_bbox_dn_5: 0.1899 (0.1929)  loss_giou: 0.4482 (0.4960)  loss_giou_aux_0: 0.4682 (0.5201)  loss_giou_aux_1: 0.4676 (0.5052)  loss_giou_aux_2: 0.4600 (0.4997)  loss_giou_aux_3: 0.4521 (0.4967)  loss_giou_aux_4: 0.4500 (0.4961)  loss_giou_aux_5: 0.5726 (0.5905)  loss_giou_dn_0: 0.5978 (0.6138)  loss_giou_dn_1: 0.4785 (0.5089)  loss_giou_dn_2: 0.4563 (0.4803)  loss_giou_dn_3: 0.4478 (0.4718)  loss_giou_dn_4: 0.4445 (0.4698)  loss_giou_dn_5: 0.4444 (0.4700)  loss_vfl: 0.7332 (0.7033)  loss_vfl_aux_0: 0.8617 (0.8237)  loss_vfl_aux_1: 0.7919 (0.7684)  loss_vfl_aux_2: 0.7579 (0.7339)  loss_vfl_aux_3: 0.7567 (0.7159)  loss_vfl_aux_4: 0.7468 (0.7065)  loss_vfl_aux_5: 0.8237 (0.7971)  loss_vfl_dn_0: 0.4681 (0.4640)  loss_vfl_dn_1: 0.4015 (0.4014)  loss_vfl_dn_2: 0.3865 (0.3853)  loss_vfl_dn_3: 0.3748 (0.3777)  loss_vfl_dn_4: 0.3726 (0.3750)  loss_vfl_dn_5: 0.3714 (0.3742)  time: 0.4746  data: 0.0146  max mem: 5654
Epoch: [25]  [5500/7393]  eta: 0:15:14  lr: 0.000010  loss: 17.5463 (16.7644)  loss_bbox: 0.1613 (0.1644)  loss_bbox_aux_0: 0.1808 (0.1770)  loss_bbox_aux_1: 0.1752 (0.1690)  loss_bbox_aux_2: 0.1683 (0.1659)  loss_bbox_aux_3: 0.1696 (0.1645)  loss_bbox_aux_4: 0.1677 (0.1644)  loss_bbox_aux_5: 0.2358 (0.2171)  loss_bbox_dn_0: 0.2783 (0.2923)  loss_bbox_dn_1: 0.2127 (0.2234)  loss_bbox_dn_2: 0.1993 (0.2014)  loss_bbox_dn_3: 0.1921 (0.1944)  loss_bbox_dn_4: 0.1908 (0.1929)  loss_bbox_dn_5: 0.1906 (0.1929)  loss_giou: 0.4613 (0.4961)  loss_giou_aux_0: 0.4746 (0.5202)  loss_giou_aux_1: 0.4754 (0.5052)  loss_giou_aux_2: 0.4851 (0.4997)  loss_giou_aux_3: 0.4613 (0.4968)  loss_giou_aux_4: 0.4707 (0.4961)  loss_giou_aux_5: 0.5635 (0.5905)  loss_giou_dn_0: 0.6153 (0.6139)  loss_giou_dn_1: 0.5053 (0.5089)  loss_giou_dn_2: 0.4838 (0.4803)  loss_giou_dn_3: 0.4777 (0.4718)  loss_giou_dn_4: 0.4754 (0.4698)  loss_giou_dn_5: 0.4753 (0.4700)  loss_vfl: 0.7232 (0.7033)  loss_vfl_aux_0: 0.8196 (0.8235)  loss_vfl_aux_1: 0.7778 (0.7683)  loss_vfl_aux_2: 0.7356 (0.7338)  loss_vfl_aux_3: 0.7338 (0.7158)  loss_vfl_aux_4: 0.7365 (0.7065)  loss_vfl_aux_5: 0.7915 (0.7971)  loss_vfl_dn_0: 0.4633 (0.4640)  loss_vfl_dn_1: 0.3983 (0.4013)  loss_vfl_dn_2: 0.3858 (0.3853)  loss_vfl_dn_3: 0.3808 (0.3777)  loss_vfl_dn_4: 0.3773 (0.3749)  loss_vfl_dn_5: 0.3768 (0.3742)  time: 0.4724  data: 0.0139  max mem: 5654
Epoch: [25]  [5600/7393]  eta: 0:14:25  lr: 0.000010  loss: 16.6820 (16.7652)  loss_bbox: 0.1665 (0.1645)  loss_bbox_aux_0: 0.1682 (0.1769)  loss_bbox_aux_1: 0.1576 (0.1689)  loss_bbox_aux_2: 0.1615 (0.1659)  loss_bbox_aux_3: 0.1610 (0.1645)  loss_bbox_aux_4: 0.1630 (0.1644)  loss_bbox_aux_5: 0.1989 (0.2171)  loss_bbox_dn_0: 0.2521 (0.2921)  loss_bbox_dn_1: 0.1967 (0.2233)  loss_bbox_dn_2: 0.1812 (0.2013)  loss_bbox_dn_3: 0.1719 (0.1943)  loss_bbox_dn_4: 0.1711 (0.1929)  loss_bbox_dn_5: 0.1710 (0.1928)  loss_giou: 0.4654 (0.4963)  loss_giou_aux_0: 0.4857 (0.5204)  loss_giou_aux_1: 0.4736 (0.5054)  loss_giou_aux_2: 0.4646 (0.4999)  loss_giou_aux_3: 0.4748 (0.4970)  loss_giou_aux_4: 0.4724 (0.4964)  loss_giou_aux_5: 0.5466 (0.5907)  loss_giou_dn_0: 0.5964 (0.6140)  loss_giou_dn_1: 0.5049 (0.5090)  loss_giou_dn_2: 0.4699 (0.4804)  loss_giou_dn_3: 0.4645 (0.4719)  loss_giou_dn_4: 0.4632 (0.4699)  loss_giou_dn_5: 0.4634 (0.4701)  loss_vfl: 0.7163 (0.7031)  loss_vfl_aux_0: 0.8393 (0.8234)  loss_vfl_aux_1: 0.7649 (0.7681)  loss_vfl_aux_2: 0.7321 (0.7337)  loss_vfl_aux_3: 0.7304 (0.7156)  loss_vfl_aux_4: 0.7238 (0.7062)  loss_vfl_aux_5: 0.8274 (0.7971)  loss_vfl_dn_0: 0.4655 (0.4640)  loss_vfl_dn_1: 0.3958 (0.4014)  loss_vfl_dn_2: 0.3758 (0.3853)  loss_vfl_dn_3: 0.3725 (0.3777)  loss_vfl_dn_4: 0.3706 (0.3750)  loss_vfl_dn_5: 0.3690 (0.3742)  time: 0.4697  data: 0.0137  max mem: 5654
Epoch: [25]  [5700/7393]  eta: 0:13:40  lr: 0.000010  loss: 16.3748 (16.7653)  loss_bbox: 0.1542 (0.1645)  loss_bbox_aux_0: 0.1694 (0.1769)  loss_bbox_aux_1: 0.1595 (0.1689)  loss_bbox_aux_2: 0.1564 (0.1659)  loss_bbox_aux_3: 0.1516 (0.1645)  loss_bbox_aux_4: 0.1542 (0.1644)  loss_bbox_aux_5: 0.2022 (0.2170)  loss_bbox_dn_0: 0.2593 (0.2921)  loss_bbox_dn_1: 0.1936 (0.2233)  loss_bbox_dn_2: 0.1698 (0.2013)  loss_bbox_dn_3: 0.1649 (0.1943)  loss_bbox_dn_4: 0.1650 (0.1928)  loss_bbox_dn_5: 0.1648 (0.1928)  loss_giou: 0.4880 (0.4964)  loss_giou_aux_0: 0.5153 (0.5205)  loss_giou_aux_1: 0.4909 (0.5056)  loss_giou_aux_2: 0.4880 (0.5001)  loss_giou_aux_3: 0.4802 (0.4971)  loss_giou_aux_4: 0.4880 (0.4964)  loss_giou_aux_5: 0.5687 (0.5909)  loss_giou_dn_0: 0.6122 (0.6140)  loss_giou_dn_1: 0.4995 (0.5090)  loss_giou_dn_2: 0.4699 (0.4804)  loss_giou_dn_3: 0.4587 (0.4719)  loss_giou_dn_4: 0.4583 (0.4699)  loss_giou_dn_5: 0.4583 (0.4701)  loss_vfl: 0.6832 (0.7030)  loss_vfl_aux_0: 0.8019 (0.8234)  loss_vfl_aux_1: 0.7646 (0.7681)  loss_vfl_aux_2: 0.7174 (0.7336)  loss_vfl_aux_3: 0.6905 (0.7156)  loss_vfl_aux_4: 0.6835 (0.7062)  loss_vfl_aux_5: 0.7904 (0.7971)  loss_vfl_dn_0: 0.4596 (0.4640)  loss_vfl_dn_1: 0.4020 (0.4013)  loss_vfl_dn_2: 0.3856 (0.3853)  loss_vfl_dn_3: 0.3758 (0.3777)  loss_vfl_dn_4: 0.3743 (0.3749)  loss_vfl_dn_5: 0.3724 (0.3742)  time: 0.4800  data: 0.0140  max mem: 5654
Epoch: [25]  [5800/7393]  eta: 0:12:51  lr: 0.000010  loss: 16.3515 (16.7629)  loss_bbox: 0.1638 (0.1644)  loss_bbox_aux_0: 0.1636 (0.1769)  loss_bbox_aux_1: 0.1650 (0.1689)  loss_bbox_aux_2: 0.1658 (0.1658)  loss_bbox_aux_3: 0.1668 (0.1645)  loss_bbox_aux_4: 0.1665 (0.1644)  loss_bbox_aux_5: 0.1968 (0.2170)  loss_bbox_dn_0: 0.2786 (0.2921)  loss_bbox_dn_1: 0.2129 (0.2233)  loss_bbox_dn_2: 0.1983 (0.2012)  loss_bbox_dn_3: 0.1928 (0.1943)  loss_bbox_dn_4: 0.1919 (0.1928)  loss_bbox_dn_5: 0.1919 (0.1928)  loss_giou: 0.4685 (0.4962)  loss_giou_aux_0: 0.4910 (0.5203)  loss_giou_aux_1: 0.4652 (0.5053)  loss_giou_aux_2: 0.4786 (0.4998)  loss_giou_aux_3: 0.4804 (0.4969)  loss_giou_aux_4: 0.4694 (0.4962)  loss_giou_aux_5: 0.5420 (0.5906)  loss_giou_dn_0: 0.5799 (0.6139)  loss_giou_dn_1: 0.4828 (0.5089)  loss_giou_dn_2: 0.4540 (0.4803)  loss_giou_dn_3: 0.4487 (0.4718)  loss_giou_dn_4: 0.4456 (0.4698)  loss_giou_dn_5: 0.4453 (0.4700)  loss_vfl: 0.7041 (0.7029)  loss_vfl_aux_0: 0.8004 (0.8235)  loss_vfl_aux_1: 0.7672 (0.7680)  loss_vfl_aux_2: 0.7294 (0.7336)  loss_vfl_aux_3: 0.7168 (0.7156)  loss_vfl_aux_4: 0.6976 (0.7061)  loss_vfl_aux_5: 0.8081 (0.7973)  loss_vfl_dn_0: 0.4623 (0.4640)  loss_vfl_dn_1: 0.4030 (0.4013)  loss_vfl_dn_2: 0.3862 (0.3853)  loss_vfl_dn_3: 0.3816 (0.3777)  loss_vfl_dn_4: 0.3784 (0.3749)  loss_vfl_dn_5: 0.3779 (0.3742)  time: 0.4642  data: 0.0143  max mem: 5654
Epoch: [25]  [5900/7393]  eta: 0:12:04  lr: 0.000010  loss: 17.0020 (16.7635)  loss_bbox: 0.1426 (0.1644)  loss_bbox_aux_0: 0.1565 (0.1769)  loss_bbox_aux_1: 0.1412 (0.1689)  loss_bbox_aux_2: 0.1425 (0.1658)  loss_bbox_aux_3: 0.1435 (0.1645)  loss_bbox_aux_4: 0.1425 (0.1644)  loss_bbox_aux_5: 0.1966 (0.2170)  loss_bbox_dn_0: 0.2641 (0.2922)  loss_bbox_dn_1: 0.1762 (0.2233)  loss_bbox_dn_2: 0.1576 (0.2013)  loss_bbox_dn_3: 0.1497 (0.1943)  loss_bbox_dn_4: 0.1477 (0.1928)  loss_bbox_dn_5: 0.1478 (0.1928)  loss_giou: 0.5223 (0.4961)  loss_giou_aux_0: 0.5578 (0.5202)  loss_giou_aux_1: 0.5290 (0.5052)  loss_giou_aux_2: 0.5317 (0.4998)  loss_giou_aux_3: 0.5241 (0.4968)  loss_giou_aux_4: 0.5224 (0.4962)  loss_giou_aux_5: 0.6159 (0.5906)  loss_giou_dn_0: 0.6089 (0.6139)  loss_giou_dn_1: 0.5109 (0.5089)  loss_giou_dn_2: 0.4733 (0.4803)  loss_giou_dn_3: 0.4646 (0.4718)  loss_giou_dn_4: 0.4624 (0.4698)  loss_giou_dn_5: 0.4624 (0.4700)  loss_vfl: 0.6969 (0.7031)  loss_vfl_aux_0: 0.7952 (0.8236)  loss_vfl_aux_1: 0.7486 (0.7682)  loss_vfl_aux_2: 0.7254 (0.7337)  loss_vfl_aux_3: 0.7081 (0.7157)  loss_vfl_aux_4: 0.7014 (0.7063)  loss_vfl_aux_5: 0.7762 (0.7973)  loss_vfl_dn_0: 0.4583 (0.4640)  loss_vfl_dn_1: 0.4008 (0.4013)  loss_vfl_dn_2: 0.3834 (0.3853)  loss_vfl_dn_3: 0.3785 (0.3777)  loss_vfl_dn_4: 0.3722 (0.3749)  loss_vfl_dn_5: 0.3709 (0.3742)  time: 0.4830  data: 0.0144  max mem: 5654
Epoch: [25]  [6000/7393]  eta: 0:11:15  lr: 0.000010  loss: 16.8114 (16.7597)  loss_bbox: 0.1592 (0.1643)  loss_bbox_aux_0: 0.1748 (0.1768)  loss_bbox_aux_1: 0.1669 (0.1688)  loss_bbox_aux_2: 0.1601 (0.1657)  loss_bbox_aux_3: 0.1608 (0.1644)  loss_bbox_aux_4: 0.1607 (0.1643)  loss_bbox_aux_5: 0.1959 (0.2170)  loss_bbox_dn_0: 0.2764 (0.2921)  loss_bbox_dn_1: 0.2172 (0.2232)  loss_bbox_dn_2: 0.1979 (0.2011)  loss_bbox_dn_3: 0.1907 (0.1941)  loss_bbox_dn_4: 0.1862 (0.1927)  loss_bbox_dn_5: 0.1856 (0.1927)  loss_giou: 0.5252 (0.4959)  loss_giou_aux_0: 0.5475 (0.5201)  loss_giou_aux_1: 0.5170 (0.5051)  loss_giou_aux_2: 0.5398 (0.4996)  loss_giou_aux_3: 0.5263 (0.4966)  loss_giou_aux_4: 0.5268 (0.4960)  loss_giou_aux_5: 0.6015 (0.5904)  loss_giou_dn_0: 0.6356 (0.6138)  loss_giou_dn_1: 0.5309 (0.5088)  loss_giou_dn_2: 0.4978 (0.4802)  loss_giou_dn_3: 0.4878 (0.4717)  loss_giou_dn_4: 0.4856 (0.4697)  loss_giou_dn_5: 0.4857 (0.4699)  loss_vfl: 0.6856 (0.7031)  loss_vfl_aux_0: 0.7675 (0.8234)  loss_vfl_aux_1: 0.7317 (0.7680)  loss_vfl_aux_2: 0.7075 (0.7336)  loss_vfl_aux_3: 0.6791 (0.7156)  loss_vfl_aux_4: 0.6834 (0.7063)  loss_vfl_aux_5: 0.7458 (0.7972)  loss_vfl_dn_0: 0.4518 (0.4640)  loss_vfl_dn_1: 0.3968 (0.4013)  loss_vfl_dn_2: 0.3858 (0.3852)  loss_vfl_dn_3: 0.3795 (0.3776)  loss_vfl_dn_4: 0.3778 (0.3749)  loss_vfl_dn_5: 0.3783 (0.3741)  time: 0.4808  data: 0.0142  max mem: 5654
Epoch: [25]  [6100/7393]  eta: 0:10:26  lr: 0.000010  loss: 16.2786 (16.7602)  loss_bbox: 0.1602 (0.1643)  loss_bbox_aux_0: 0.1812 (0.1769)  loss_bbox_aux_1: 0.1667 (0.1689)  loss_bbox_aux_2: 0.1639 (0.1658)  loss_bbox_aux_3: 0.1609 (0.1644)  loss_bbox_aux_4: 0.1651 (0.1643)  loss_bbox_aux_5: 0.2197 (0.2170)  loss_bbox_dn_0: 0.2929 (0.2920)  loss_bbox_dn_1: 0.2197 (0.2232)  loss_bbox_dn_2: 0.1967 (0.2011)  loss_bbox_dn_3: 0.1873 (0.1941)  loss_bbox_dn_4: 0.1854 (0.1927)  loss_bbox_dn_5: 0.1857 (0.1927)  loss_giou: 0.4565 (0.4960)  loss_giou_aux_0: 0.4928 (0.5202)  loss_giou_aux_1: 0.4796 (0.5052)  loss_giou_aux_2: 0.4684 (0.4997)  loss_giou_aux_3: 0.4589 (0.4967)  loss_giou_aux_4: 0.4599 (0.4961)  loss_giou_aux_5: 0.5922 (0.5905)  loss_giou_dn_0: 0.5848 (0.6139)  loss_giou_dn_1: 0.4796 (0.5088)  loss_giou_dn_2: 0.4462 (0.4803)  loss_giou_dn_3: 0.4395 (0.4717)  loss_giou_dn_4: 0.4401 (0.4698)  loss_giou_dn_5: 0.4404 (0.4699)  loss_vfl: 0.7243 (0.7031)  loss_vfl_aux_0: 0.8225 (0.8233)  loss_vfl_aux_1: 0.7430 (0.7680)  loss_vfl_aux_2: 0.7354 (0.7335)  loss_vfl_aux_3: 0.7414 (0.7157)  loss_vfl_aux_4: 0.7225 (0.7063)  loss_vfl_aux_5: 0.7882 (0.7971)  loss_vfl_dn_0: 0.4562 (0.4640)  loss_vfl_dn_1: 0.3977 (0.4013)  loss_vfl_dn_2: 0.3818 (0.3852)  loss_vfl_dn_3: 0.3736 (0.3776)  loss_vfl_dn_4: 0.3713 (0.3749)  loss_vfl_dn_5: 0.3707 (0.3741)  time: 0.4768  data: 0.0143  max mem: 5654
Epoch: [25]  [6200/7393]  eta: 0:09:37  lr: 0.000010  loss: 16.7384 (16.7627)  loss_bbox: 0.1602 (0.1644)  loss_bbox_aux_0: 0.1686 (0.1769)  loss_bbox_aux_1: 0.1646 (0.1689)  loss_bbox_aux_2: 0.1539 (0.1658)  loss_bbox_aux_3: 0.1565 (0.1644)  loss_bbox_aux_4: 0.1625 (0.1643)  loss_bbox_aux_5: 0.2089 (0.2171)  loss_bbox_dn_0: 0.3024 (0.2921)  loss_bbox_dn_1: 0.2289 (0.2232)  loss_bbox_dn_2: 0.2033 (0.2012)  loss_bbox_dn_3: 0.1974 (0.1942)  loss_bbox_dn_4: 0.1965 (0.1927)  loss_bbox_dn_5: 0.1966 (0.1927)  loss_giou: 0.4386 (0.4960)  loss_giou_aux_0: 0.4708 (0.5203)  loss_giou_aux_1: 0.4607 (0.5053)  loss_giou_aux_2: 0.4503 (0.4998)  loss_giou_aux_3: 0.4472 (0.4967)  loss_giou_aux_4: 0.4395 (0.4961)  loss_giou_aux_5: 0.5514 (0.5907)  loss_giou_dn_0: 0.5978 (0.6140)  loss_giou_dn_1: 0.4983 (0.5089)  loss_giou_dn_2: 0.4685 (0.4803)  loss_giou_dn_3: 0.4640 (0.4718)  loss_giou_dn_4: 0.4613 (0.4698)  loss_giou_dn_5: 0.4620 (0.4700)  loss_vfl: 0.7192 (0.7033)  loss_vfl_aux_0: 0.8621 (0.8234)  loss_vfl_aux_1: 0.7754 (0.7681)  loss_vfl_aux_2: 0.7324 (0.7336)  loss_vfl_aux_3: 0.7213 (0.7158)  loss_vfl_aux_4: 0.7206 (0.7065)  loss_vfl_aux_5: 0.8025 (0.7970)  loss_vfl_dn_0: 0.4640 (0.4640)  loss_vfl_dn_1: 0.4038 (0.4013)  loss_vfl_dn_2: 0.3871 (0.3852)  loss_vfl_dn_3: 0.3795 (0.3776)  loss_vfl_dn_4: 0.3771 (0.3749)  loss_vfl_dn_5: 0.3767 (0.3741)  time: 0.4785  data: 0.0144  max mem: 5654
Epoch: [25]  [6300/7393]  eta: 0:08:49  lr: 0.000010  loss: 16.3217 (16.7628)  loss_bbox: 0.1559 (0.1643)  loss_bbox_aux_0: 0.1662 (0.1769)  loss_bbox_aux_1: 0.1556 (0.1688)  loss_bbox_aux_2: 0.1505 (0.1658)  loss_bbox_aux_3: 0.1524 (0.1644)  loss_bbox_aux_4: 0.1559 (0.1643)  loss_bbox_aux_5: 0.2126 (0.2170)  loss_bbox_dn_0: 0.2803 (0.2920)  loss_bbox_dn_1: 0.2153 (0.2232)  loss_bbox_dn_2: 0.1998 (0.2011)  loss_bbox_dn_3: 0.1948 (0.1941)  loss_bbox_dn_4: 0.1937 (0.1927)  loss_bbox_dn_5: 0.1937 (0.1927)  loss_giou: 0.4512 (0.4960)  loss_giou_aux_0: 0.4759 (0.5203)  loss_giou_aux_1: 0.4588 (0.5053)  loss_giou_aux_2: 0.4500 (0.4998)  loss_giou_aux_3: 0.4521 (0.4967)  loss_giou_aux_4: 0.4429 (0.4961)  loss_giou_aux_5: 0.5510 (0.5907)  loss_giou_dn_0: 0.5723 (0.6140)  loss_giou_dn_1: 0.4779 (0.5090)  loss_giou_dn_2: 0.4496 (0.4804)  loss_giou_dn_3: 0.4331 (0.4719)  loss_giou_dn_4: 0.4275 (0.4699)  loss_giou_dn_5: 0.4276 (0.4701)  loss_vfl: 0.6903 (0.7034)  loss_vfl_aux_0: 0.8048 (0.8233)  loss_vfl_aux_1: 0.7653 (0.7682)  loss_vfl_aux_2: 0.7074 (0.7337)  loss_vfl_aux_3: 0.7105 (0.7158)  loss_vfl_aux_4: 0.6877 (0.7065)  loss_vfl_aux_5: 0.7850 (0.7968)  loss_vfl_dn_0: 0.4689 (0.4640)  loss_vfl_dn_1: 0.4049 (0.4013)  loss_vfl_dn_2: 0.3908 (0.3852)  loss_vfl_dn_3: 0.3821 (0.3777)  loss_vfl_dn_4: 0.3785 (0.3749)  loss_vfl_dn_5: 0.3794 (0.3742)  time: 0.4668  data: 0.0141  max mem: 5654
Epoch: [25]  [6400/7393]  eta: 0:08:00  lr: 0.000010  loss: 16.5744 (16.7627)  loss_bbox: 0.1519 (0.1643)  loss_bbox_aux_0: 0.1625 (0.1768)  loss_bbox_aux_1: 0.1531 (0.1688)  loss_bbox_aux_2: 0.1547 (0.1657)  loss_bbox_aux_3: 0.1555 (0.1643)  loss_bbox_aux_4: 0.1522 (0.1642)  loss_bbox_aux_5: 0.2040 (0.2169)  loss_bbox_dn_0: 0.2743 (0.2919)  loss_bbox_dn_1: 0.2051 (0.2231)  loss_bbox_dn_2: 0.1876 (0.2011)  loss_bbox_dn_3: 0.1779 (0.1941)  loss_bbox_dn_4: 0.1752 (0.1927)  loss_bbox_dn_5: 0.1753 (0.1926)  loss_giou: 0.5010 (0.4961)  loss_giou_aux_0: 0.5099 (0.5203)  loss_giou_aux_1: 0.5028 (0.5053)  loss_giou_aux_2: 0.4988 (0.4999)  loss_giou_aux_3: 0.4971 (0.4968)  loss_giou_aux_4: 0.5010 (0.4962)  loss_giou_aux_5: 0.5671 (0.5907)  loss_giou_dn_0: 0.6262 (0.6140)  loss_giou_dn_1: 0.5147 (0.5091)  loss_giou_dn_2: 0.4782 (0.4805)  loss_giou_dn_3: 0.4684 (0.4720)  loss_giou_dn_4: 0.4690 (0.4700)  loss_giou_dn_5: 0.4691 (0.4702)  loss_vfl: 0.7099 (0.7034)  loss_vfl_aux_0: 0.8109 (0.8233)  loss_vfl_aux_1: 0.7678 (0.7683)  loss_vfl_aux_2: 0.7307 (0.7337)  loss_vfl_aux_3: 0.7395 (0.7159)  loss_vfl_aux_4: 0.7266 (0.7066)  loss_vfl_aux_5: 0.7905 (0.7969)  loss_vfl_dn_0: 0.4703 (0.4640)  loss_vfl_dn_1: 0.4019 (0.4012)  loss_vfl_dn_2: 0.3928 (0.3852)  loss_vfl_dn_3: 0.3812 (0.3776)  loss_vfl_dn_4: 0.3774 (0.3749)  loss_vfl_dn_5: 0.3807 (0.3741)  time: 0.4698  data: 0.0140  max mem: 5654
Epoch: [25]  [6500/7393]  eta: 0:07:12  lr: 0.000010  loss: 16.8935 (16.7640)  loss_bbox: 0.1549 (0.1643)  loss_bbox_aux_0: 0.1689 (0.1768)  loss_bbox_aux_1: 0.1613 (0.1687)  loss_bbox_aux_2: 0.1547 (0.1657)  loss_bbox_aux_3: 0.1565 (0.1643)  loss_bbox_aux_4: 0.1529 (0.1643)  loss_bbox_aux_5: 0.2072 (0.2169)  loss_bbox_dn_0: 0.2783 (0.2918)  loss_bbox_dn_1: 0.2186 (0.2231)  loss_bbox_dn_2: 0.2007 (0.2011)  loss_bbox_dn_3: 0.1903 (0.1941)  loss_bbox_dn_4: 0.1883 (0.1926)  loss_bbox_dn_5: 0.1883 (0.1926)  loss_giou: 0.4639 (0.4962)  loss_giou_aux_0: 0.4638 (0.5204)  loss_giou_aux_1: 0.4616 (0.5054)  loss_giou_aux_2: 0.4674 (0.5000)  loss_giou_aux_3: 0.4647 (0.4969)  loss_giou_aux_4: 0.4551 (0.4963)  loss_giou_aux_5: 0.5390 (0.5908)  loss_giou_dn_0: 0.5844 (0.6141)  loss_giou_dn_1: 0.4755 (0.5092)  loss_giou_dn_2: 0.4458 (0.4806)  loss_giou_dn_3: 0.4378 (0.4721)  loss_giou_dn_4: 0.4375 (0.4701)  loss_giou_dn_5: 0.4377 (0.4703)  loss_vfl: 0.7261 (0.7033)  loss_vfl_aux_0: 0.8336 (0.8233)  loss_vfl_aux_1: 0.7886 (0.7684)  loss_vfl_aux_2: 0.7587 (0.7337)  loss_vfl_aux_3: 0.7376 (0.7159)  loss_vfl_aux_4: 0.7211 (0.7065)  loss_vfl_aux_5: 0.8300 (0.7968)  loss_vfl_dn_0: 0.4647 (0.4640)  loss_vfl_dn_1: 0.3996 (0.4013)  loss_vfl_dn_2: 0.3884 (0.3852)  loss_vfl_dn_3: 0.3805 (0.3777)  loss_vfl_dn_4: 0.3774 (0.3749)  loss_vfl_dn_5: 0.3753 (0.3742)  time: 0.4659  data: 0.0141  max mem: 5654
Epoch: [25]  [6600/7393]  eta: 0:06:23  lr: 0.000010  loss: 17.1946 (16.7641)  loss_bbox: 0.1518 (0.1642)  loss_bbox_aux_0: 0.1620 (0.1767)  loss_bbox_aux_1: 0.1546 (0.1686)  loss_bbox_aux_2: 0.1523 (0.1656)  loss_bbox_aux_3: 0.1464 (0.1642)  loss_bbox_aux_4: 0.1518 (0.1642)  loss_bbox_aux_5: 0.1921 (0.2168)  loss_bbox_dn_0: 0.2719 (0.2918)  loss_bbox_dn_1: 0.2059 (0.2231)  loss_bbox_dn_2: 0.1877 (0.2010)  loss_bbox_dn_3: 0.1810 (0.1940)  loss_bbox_dn_4: 0.1787 (0.1926)  loss_bbox_dn_5: 0.1785 (0.1926)  loss_giou: 0.4923 (0.4961)  loss_giou_aux_0: 0.5218 (0.5203)  loss_giou_aux_1: 0.5263 (0.5053)  loss_giou_aux_2: 0.5010 (0.4999)  loss_giou_aux_3: 0.5015 (0.4968)  loss_giou_aux_4: 0.4919 (0.4962)  loss_giou_aux_5: 0.6101 (0.5908)  loss_giou_dn_0: 0.6223 (0.6141)  loss_giou_dn_1: 0.5069 (0.5092)  loss_giou_dn_2: 0.4844 (0.4806)  loss_giou_dn_3: 0.4777 (0.4721)  loss_giou_dn_4: 0.4751 (0.4701)  loss_giou_dn_5: 0.4754 (0.4703)  loss_vfl: 0.7275 (0.7035)  loss_vfl_aux_0: 0.8631 (0.8234)  loss_vfl_aux_1: 0.8097 (0.7687)  loss_vfl_aux_2: 0.7628 (0.7339)  loss_vfl_aux_3: 0.7316 (0.7161)  loss_vfl_aux_4: 0.7254 (0.7067)  loss_vfl_aux_5: 0.8110 (0.7970)  loss_vfl_dn_0: 0.4676 (0.4640)  loss_vfl_dn_1: 0.4099 (0.4013)  loss_vfl_dn_2: 0.3908 (0.3852)  loss_vfl_dn_3: 0.3827 (0.3777)  loss_vfl_dn_4: 0.3802 (0.3750)  loss_vfl_dn_5: 0.3782 (0.3742)  time: 0.4683  data: 0.0141  max mem: 5654
Epoch: [25]  [6700/7393]  eta: 0:05:35  lr: 0.000010  loss: 16.3940 (16.7653)  loss_bbox: 0.1462 (0.1642)  loss_bbox_aux_0: 0.1578 (0.1768)  loss_bbox_aux_1: 0.1503 (0.1686)  loss_bbox_aux_2: 0.1448 (0.1657)  loss_bbox_aux_3: 0.1456 (0.1642)  loss_bbox_aux_4: 0.1443 (0.1642)  loss_bbox_aux_5: 0.1862 (0.2168)  loss_bbox_dn_0: 0.2642 (0.2919)  loss_bbox_dn_1: 0.2084 (0.2231)  loss_bbox_dn_2: 0.1847 (0.2011)  loss_bbox_dn_3: 0.1752 (0.1941)  loss_bbox_dn_4: 0.1725 (0.1927)  loss_bbox_dn_5: 0.1726 (0.1927)  loss_giou: 0.4590 (0.4960)  loss_giou_aux_0: 0.4922 (0.5202)  loss_giou_aux_1: 0.4782 (0.5052)  loss_giou_aux_2: 0.4679 (0.4997)  loss_giou_aux_3: 0.4747 (0.4967)  loss_giou_aux_4: 0.4613 (0.4960)  loss_giou_aux_5: 0.5432 (0.5906)  loss_giou_dn_0: 0.5995 (0.6141)  loss_giou_dn_1: 0.5070 (0.5092)  loss_giou_dn_2: 0.4792 (0.4805)  loss_giou_dn_3: 0.4696 (0.4720)  loss_giou_dn_4: 0.4663 (0.4701)  loss_giou_dn_5: 0.4663 (0.4702)  loss_vfl: 0.7216 (0.7039)  loss_vfl_aux_0: 0.8107 (0.8236)  loss_vfl_aux_1: 0.7848 (0.7690)  loss_vfl_aux_2: 0.7399 (0.7342)  loss_vfl_aux_3: 0.7316 (0.7165)  loss_vfl_aux_4: 0.7239 (0.7071)  loss_vfl_aux_5: 0.7825 (0.7971)  loss_vfl_dn_0: 0.4577 (0.4640)  loss_vfl_dn_1: 0.3931 (0.4013)  loss_vfl_dn_2: 0.3798 (0.3853)  loss_vfl_dn_3: 0.3736 (0.3777)  loss_vfl_dn_4: 0.3696 (0.3750)  loss_vfl_dn_5: 0.3697 (0.3742)  time: 0.4790  data: 0.0141  max mem: 5654
Epoch: [25]  [6800/7393]  eta: 0:04:46  lr: 0.000010  loss: 16.4800 (16.7672)  loss_bbox: 0.1546 (0.1641)  loss_bbox_aux_0: 0.1734 (0.1767)  loss_bbox_aux_1: 0.1581 (0.1685)  loss_bbox_aux_2: 0.1583 (0.1656)  loss_bbox_aux_3: 0.1565 (0.1642)  loss_bbox_aux_4: 0.1549 (0.1641)  loss_bbox_aux_5: 0.2103 (0.2167)  loss_bbox_dn_0: 0.2806 (0.2916)  loss_bbox_dn_1: 0.2198 (0.2229)  loss_bbox_dn_2: 0.1852 (0.2009)  loss_bbox_dn_3: 0.1819 (0.1940)  loss_bbox_dn_4: 0.1790 (0.1925)  loss_bbox_dn_5: 0.1790 (0.1925)  loss_giou: 0.4651 (0.4963)  loss_giou_aux_0: 0.5005 (0.5206)  loss_giou_aux_1: 0.4856 (0.5056)  loss_giou_aux_2: 0.4769 (0.5001)  loss_giou_aux_3: 0.4694 (0.4970)  loss_giou_aux_4: 0.4625 (0.4964)  loss_giou_aux_5: 0.5848 (0.5910)  loss_giou_dn_0: 0.5987 (0.6143)  loss_giou_dn_1: 0.4812 (0.5094)  loss_giou_dn_2: 0.4548 (0.4808)  loss_giou_dn_3: 0.4503 (0.4723)  loss_giou_dn_4: 0.4483 (0.4703)  loss_giou_dn_5: 0.4485 (0.4705)  loss_vfl: 0.6736 (0.7038)  loss_vfl_aux_0: 0.8033 (0.8234)  loss_vfl_aux_1: 0.7484 (0.7689)  loss_vfl_aux_2: 0.7144 (0.7341)  loss_vfl_aux_3: 0.7020 (0.7164)  loss_vfl_aux_4: 0.6847 (0.7070)  loss_vfl_aux_5: 0.7987 (0.7969)  loss_vfl_dn_0: 0.4571 (0.4639)  loss_vfl_dn_1: 0.3908 (0.4013)  loss_vfl_dn_2: 0.3797 (0.3853)  loss_vfl_dn_3: 0.3681 (0.3777)  loss_vfl_dn_4: 0.3638 (0.3750)  loss_vfl_dn_5: 0.3640 (0.3742)  time: 0.4655  data: 0.0137  max mem: 5654
Epoch: [25]  [6900/7393]  eta: 0:03:58  lr: 0.000010  loss: 16.8041 (16.7679)  loss_bbox: 0.1519 (0.1642)  loss_bbox_aux_0: 0.1707 (0.1768)  loss_bbox_aux_1: 0.1597 (0.1686)  loss_bbox_aux_2: 0.1540 (0.1657)  loss_bbox_aux_3: 0.1502 (0.1642)  loss_bbox_aux_4: 0.1514 (0.1641)  loss_bbox_aux_5: 0.2074 (0.2168)  loss_bbox_dn_0: 0.2995 (0.2918)  loss_bbox_dn_1: 0.2381 (0.2231)  loss_bbox_dn_2: 0.2221 (0.2011)  loss_bbox_dn_3: 0.2134 (0.1941)  loss_bbox_dn_4: 0.2119 (0.1927)  loss_bbox_dn_5: 0.2120 (0.1927)  loss_giou: 0.5031 (0.4961)  loss_giou_aux_0: 0.5271 (0.5205)  loss_giou_aux_1: 0.4996 (0.5054)  loss_giou_aux_2: 0.5095 (0.4999)  loss_giou_aux_3: 0.5083 (0.4968)  loss_giou_aux_4: 0.5020 (0.4962)  loss_giou_aux_5: 0.6081 (0.5908)  loss_giou_dn_0: 0.6268 (0.6142)  loss_giou_dn_1: 0.5193 (0.5094)  loss_giou_dn_2: 0.4943 (0.4807)  loss_giou_dn_3: 0.4894 (0.4722)  loss_giou_dn_4: 0.4874 (0.4703)  loss_giou_dn_5: 0.4876 (0.4704)  loss_vfl: 0.7219 (0.7040)  loss_vfl_aux_0: 0.8097 (0.8235)  loss_vfl_aux_1: 0.7683 (0.7691)  loss_vfl_aux_2: 0.7363 (0.7342)  loss_vfl_aux_3: 0.7304 (0.7166)  loss_vfl_aux_4: 0.7214 (0.7073)  loss_vfl_aux_5: 0.8242 (0.7970)  loss_vfl_dn_0: 0.4603 (0.4639)  loss_vfl_dn_1: 0.3988 (0.4013)  loss_vfl_dn_2: 0.3835 (0.3853)  loss_vfl_dn_3: 0.3766 (0.3777)  loss_vfl_dn_4: 0.3751 (0.3750)  loss_vfl_dn_5: 0.3757 (0.3742)  time: 0.4651  data: 0.0139  max mem: 5654
Epoch: [25]  [7000/7393]  eta: 0:03:09  lr: 0.000010  loss: 16.6800 (16.7714)  loss_bbox: 0.1645 (0.1642)  loss_bbox_aux_0: 0.1677 (0.1768)  loss_bbox_aux_1: 0.1707 (0.1686)  loss_bbox_aux_2: 0.1646 (0.1657)  loss_bbox_aux_3: 0.1640 (0.1643)  loss_bbox_aux_4: 0.1640 (0.1642)  loss_bbox_aux_5: 0.2151 (0.2169)  loss_bbox_dn_0: 0.2562 (0.2918)  loss_bbox_dn_1: 0.2075 (0.2231)  loss_bbox_dn_2: 0.1913 (0.2011)  loss_bbox_dn_3: 0.1855 (0.1941)  loss_bbox_dn_4: 0.1831 (0.1927)  loss_bbox_dn_5: 0.1831 (0.1927)  loss_giou: 0.4712 (0.4965)  loss_giou_aux_0: 0.4934 (0.5207)  loss_giou_aux_1: 0.4762 (0.5056)  loss_giou_aux_2: 0.4605 (0.5002)  loss_giou_aux_3: 0.4726 (0.4971)  loss_giou_aux_4: 0.4715 (0.4965)  loss_giou_aux_5: 0.5611 (0.5911)  loss_giou_dn_0: 0.6188 (0.6144)  loss_giou_dn_1: 0.5269 (0.5095)  loss_giou_dn_2: 0.4963 (0.4809)  loss_giou_dn_3: 0.4908 (0.4724)  loss_giou_dn_4: 0.4889 (0.4704)  loss_giou_dn_5: 0.4889 (0.4706)  loss_vfl: 0.6938 (0.7040)  loss_vfl_aux_0: 0.7942 (0.8235)  loss_vfl_aux_1: 0.7578 (0.7691)  loss_vfl_aux_2: 0.7291 (0.7342)  loss_vfl_aux_3: 0.6920 (0.7166)  loss_vfl_aux_4: 0.6897 (0.7073)  loss_vfl_aux_5: 0.8065 (0.7970)  loss_vfl_dn_0: 0.4639 (0.4639)  loss_vfl_dn_1: 0.4034 (0.4013)  loss_vfl_dn_2: 0.3883 (0.3853)  loss_vfl_dn_3: 0.3804 (0.3778)  loss_vfl_dn_4: 0.3763 (0.3750)  loss_vfl_dn_5: 0.3749 (0.3743)  time: 0.4785  data: 0.0145  max mem: 5654
Epoch: [25]  [7100/7393]  eta: 0:02:21  lr: 0.000010  loss: 16.3338 (16.7704)  loss_bbox: 0.1579 (0.1642)  loss_bbox_aux_0: 0.1756 (0.1768)  loss_bbox_aux_1: 0.1629 (0.1686)  loss_bbox_aux_2: 0.1592 (0.1657)  loss_bbox_aux_3: 0.1637 (0.1642)  loss_bbox_aux_4: 0.1579 (0.1642)  loss_bbox_aux_5: 0.2328 (0.2168)  loss_bbox_dn_0: 0.2839 (0.2918)  loss_bbox_dn_1: 0.2178 (0.2231)  loss_bbox_dn_2: 0.1943 (0.2010)  loss_bbox_dn_3: 0.1843 (0.1941)  loss_bbox_dn_4: 0.1795 (0.1926)  loss_bbox_dn_5: 0.1793 (0.1926)  loss_giou: 0.4665 (0.4965)  loss_giou_aux_0: 0.5100 (0.5208)  loss_giou_aux_1: 0.4855 (0.5057)  loss_giou_aux_2: 0.4911 (0.5003)  loss_giou_aux_3: 0.4636 (0.4972)  loss_giou_aux_4: 0.4700 (0.4965)  loss_giou_aux_5: 0.5628 (0.5911)  loss_giou_dn_0: 0.5949 (0.6143)  loss_giou_dn_1: 0.4853 (0.5095)  loss_giou_dn_2: 0.4490 (0.4809)  loss_giou_dn_3: 0.4398 (0.4724)  loss_giou_dn_4: 0.4366 (0.4704)  loss_giou_dn_5: 0.4367 (0.4705)  loss_vfl: 0.7015 (0.7040)  loss_vfl_aux_0: 0.8276 (0.8234)  loss_vfl_aux_1: 0.7662 (0.7690)  loss_vfl_aux_2: 0.7131 (0.7341)  loss_vfl_aux_3: 0.7174 (0.7165)  loss_vfl_aux_4: 0.6938 (0.7072)  loss_vfl_aux_5: 0.7962 (0.7970)  loss_vfl_dn_0: 0.4609 (0.4639)  loss_vfl_dn_1: 0.3964 (0.4013)  loss_vfl_dn_2: 0.3756 (0.3853)  loss_vfl_dn_3: 0.3664 (0.3777)  loss_vfl_dn_4: 0.3637 (0.3750)  loss_vfl_dn_5: 0.3638 (0.3742)  time: 0.4754  data: 0.0139  max mem: 5654
Epoch: [25]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 16.7037 (16.7696)  loss_bbox: 0.1608 (0.1642)  loss_bbox_aux_0: 0.1796 (0.1768)  loss_bbox_aux_1: 0.1598 (0.1686)  loss_bbox_aux_2: 0.1634 (0.1657)  loss_bbox_aux_3: 0.1598 (0.1642)  loss_bbox_aux_4: 0.1600 (0.1641)  loss_bbox_aux_5: 0.2226 (0.2168)  loss_bbox_dn_0: 0.2749 (0.2917)  loss_bbox_dn_1: 0.2083 (0.2230)  loss_bbox_dn_2: 0.1889 (0.2010)  loss_bbox_dn_3: 0.1844 (0.1941)  loss_bbox_dn_4: 0.1841 (0.1926)  loss_bbox_dn_5: 0.1841 (0.1926)  loss_giou: 0.4735 (0.4965)  loss_giou_aux_0: 0.5274 (0.5208)  loss_giou_aux_1: 0.4955 (0.5057)  loss_giou_aux_2: 0.4887 (0.5003)  loss_giou_aux_3: 0.4761 (0.4972)  loss_giou_aux_4: 0.4737 (0.4966)  loss_giou_aux_5: 0.5846 (0.5911)  loss_giou_dn_0: 0.5932 (0.6143)  loss_giou_dn_1: 0.4778 (0.5095)  loss_giou_dn_2: 0.4510 (0.4809)  loss_giou_dn_3: 0.4464 (0.4724)  loss_giou_dn_4: 0.4466 (0.4704)  loss_giou_dn_5: 0.4470 (0.4706)  loss_vfl: 0.6988 (0.7039)  loss_vfl_aux_0: 0.7924 (0.8233)  loss_vfl_aux_1: 0.7499 (0.7689)  loss_vfl_aux_2: 0.7228 (0.7340)  loss_vfl_aux_3: 0.7192 (0.7164)  loss_vfl_aux_4: 0.6977 (0.7072)  loss_vfl_aux_5: 0.7565 (0.7969)  loss_vfl_dn_0: 0.4571 (0.4639)  loss_vfl_dn_1: 0.3943 (0.4013)  loss_vfl_dn_2: 0.3758 (0.3853)  loss_vfl_dn_3: 0.3704 (0.3777)  loss_vfl_dn_4: 0.3666 (0.3750)  loss_vfl_dn_5: 0.3648 (0.3742)  time: 0.4681  data: 0.0140  max mem: 5654
Epoch: [25]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 16.8448 (16.7680)  loss_bbox: 0.1621 (0.1641)  loss_bbox_aux_0: 0.1640 (0.1767)  loss_bbox_aux_1: 0.1616 (0.1685)  loss_bbox_aux_2: 0.1673 (0.1656)  loss_bbox_aux_3: 0.1625 (0.1641)  loss_bbox_aux_4: 0.1694 (0.1640)  loss_bbox_aux_5: 0.2119 (0.2166)  loss_bbox_dn_0: 0.2771 (0.2915)  loss_bbox_dn_1: 0.2028 (0.2229)  loss_bbox_dn_2: 0.1812 (0.2009)  loss_bbox_dn_3: 0.1771 (0.1939)  loss_bbox_dn_4: 0.1762 (0.1925)  loss_bbox_dn_5: 0.1763 (0.1925)  loss_giou: 0.4824 (0.4967)  loss_giou_aux_0: 0.5169 (0.5209)  loss_giou_aux_1: 0.5065 (0.5058)  loss_giou_aux_2: 0.4958 (0.5005)  loss_giou_aux_3: 0.4862 (0.4974)  loss_giou_aux_4: 0.4907 (0.4967)  loss_giou_aux_5: 0.5919 (0.5913)  loss_giou_dn_0: 0.6105 (0.6144)  loss_giou_dn_1: 0.5094 (0.5095)  loss_giou_dn_2: 0.4837 (0.4809)  loss_giou_dn_3: 0.4749 (0.4724)  loss_giou_dn_4: 0.4734 (0.4704)  loss_giou_dn_5: 0.4734 (0.4706)  loss_vfl: 0.6723 (0.7038)  loss_vfl_aux_0: 0.7878 (0.8232)  loss_vfl_aux_1: 0.7397 (0.7688)  loss_vfl_aux_2: 0.6931 (0.7338)  loss_vfl_aux_3: 0.6895 (0.7163)  loss_vfl_aux_4: 0.6731 (0.7071)  loss_vfl_aux_5: 0.7934 (0.7968)  loss_vfl_dn_0: 0.4598 (0.4638)  loss_vfl_dn_1: 0.4021 (0.4012)  loss_vfl_dn_2: 0.3916 (0.3852)  loss_vfl_dn_3: 0.3817 (0.3777)  loss_vfl_dn_4: 0.3832 (0.3749)  loss_vfl_dn_5: 0.3812 (0.3742)  time: 0.4820  data: 0.0142  max mem: 5654
Epoch: [25]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.9509 (16.7689)  loss_bbox: 0.1463 (0.1640)  loss_bbox_aux_0: 0.1689 (0.1767)  loss_bbox_aux_1: 0.1650 (0.1685)  loss_bbox_aux_2: 0.1628 (0.1656)  loss_bbox_aux_3: 0.1475 (0.1641)  loss_bbox_aux_4: 0.1486 (0.1640)  loss_bbox_aux_5: 0.2101 (0.2166)  loss_bbox_dn_0: 0.3188 (0.2916)  loss_bbox_dn_1: 0.2299 (0.2229)  loss_bbox_dn_2: 0.2015 (0.2009)  loss_bbox_dn_3: 0.1983 (0.1939)  loss_bbox_dn_4: 0.1983 (0.1925)  loss_bbox_dn_5: 0.1983 (0.1925)  loss_giou: 0.4420 (0.4968)  loss_giou_aux_0: 0.4646 (0.5210)  loss_giou_aux_1: 0.4479 (0.5059)  loss_giou_aux_2: 0.4460 (0.5005)  loss_giou_aux_3: 0.4398 (0.4974)  loss_giou_aux_4: 0.4422 (0.4968)  loss_giou_aux_5: 0.5519 (0.5913)  loss_giou_dn_0: 0.6000 (0.6144)  loss_giou_dn_1: 0.5016 (0.5095)  loss_giou_dn_2: 0.4704 (0.4809)  loss_giou_dn_3: 0.4581 (0.4724)  loss_giou_dn_4: 0.4542 (0.4705)  loss_giou_dn_5: 0.4546 (0.4706)  loss_vfl: 0.7144 (0.7038)  loss_vfl_aux_0: 0.7796 (0.8232)  loss_vfl_aux_1: 0.7512 (0.7687)  loss_vfl_aux_2: 0.7484 (0.7339)  loss_vfl_aux_3: 0.7234 (0.7164)  loss_vfl_aux_4: 0.7175 (0.7072)  loss_vfl_aux_5: 0.8285 (0.7970)  loss_vfl_dn_0: 0.4638 (0.4638)  loss_vfl_dn_1: 0.3948 (0.4012)  loss_vfl_dn_2: 0.3809 (0.3852)  loss_vfl_dn_3: 0.3730 (0.3777)  loss_vfl_dn_4: 0.3712 (0.3749)  loss_vfl_dn_5: 0.3709 (0.3742)  time: 0.4727  data: 0.0141  max mem: 5654
Epoch: [25] Total time: 0:59:34 (0.4835 s / it)
Averaged stats: lr: 0.000010  loss: 16.9509 (16.7689)  loss_bbox: 0.1463 (0.1640)  loss_bbox_aux_0: 0.1689 (0.1767)  loss_bbox_aux_1: 0.1650 (0.1685)  loss_bbox_aux_2: 0.1628 (0.1656)  loss_bbox_aux_3: 0.1475 (0.1641)  loss_bbox_aux_4: 0.1486 (0.1640)  loss_bbox_aux_5: 0.2101 (0.2166)  loss_bbox_dn_0: 0.3188 (0.2916)  loss_bbox_dn_1: 0.2299 (0.2229)  loss_bbox_dn_2: 0.2015 (0.2009)  loss_bbox_dn_3: 0.1983 (0.1939)  loss_bbox_dn_4: 0.1983 (0.1925)  loss_bbox_dn_5: 0.1983 (0.1925)  loss_giou: 0.4420 (0.4968)  loss_giou_aux_0: 0.4646 (0.5210)  loss_giou_aux_1: 0.4479 (0.5059)  loss_giou_aux_2: 0.4460 (0.5005)  loss_giou_aux_3: 0.4398 (0.4974)  loss_giou_aux_4: 0.4422 (0.4968)  loss_giou_aux_5: 0.5519 (0.5913)  loss_giou_dn_0: 0.6000 (0.6144)  loss_giou_dn_1: 0.5016 (0.5095)  loss_giou_dn_2: 0.4704 (0.4809)  loss_giou_dn_3: 0.4581 (0.4724)  loss_giou_dn_4: 0.4542 (0.4705)  loss_giou_dn_5: 0.4546 (0.4706)  loss_vfl: 0.7144 (0.7038)  loss_vfl_aux_0: 0.7796 (0.8232)  loss_vfl_aux_1: 0.7512 (0.7687)  loss_vfl_aux_2: 0.7484 (0.7339)  loss_vfl_aux_3: 0.7234 (0.7164)  loss_vfl_aux_4: 0.7175 (0.7072)  loss_vfl_aux_5: 0.8285 (0.7970)  loss_vfl_dn_0: 0.4638 (0.4638)  loss_vfl_dn_1: 0.3948 (0.4012)  loss_vfl_dn_2: 0.3809 (0.3852)  loss_vfl_dn_3: 0.3730 (0.3777)  loss_vfl_dn_4: 0.3712 (0.3749)  loss_vfl_dn_5: 0.3709 (0.3742)
Test:  [  0/157]  eta: 0:04:01    time: 1.5392  data: 1.1367  max mem: 5654
Test:  [ 10/157]  eta: 0:01:12    time: 0.4935  data: 0.1253  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3960  data: 0.0257  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3993  data: 0.0269  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3933  data: 0.0262  max mem: 5654
Test:  [ 50/157]  eta: 0:00:44    time: 0.3946  data: 0.0263  max mem: 5654
Test:  [ 60/157]  eta: 0:00:40    time: 0.3978  data: 0.0274  max mem: 5654
Test:  [ 70/157]  eta: 0:00:35    time: 0.3885  data: 0.0271  max mem: 5654
Test:  [ 80/157]  eta: 0:00:31    time: 0.3921  data: 0.0269  max mem: 5654
Test:  [ 90/157]  eta: 0:00:27    time: 0.3984  data: 0.0270  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.7020  data: 0.0263  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.7040  data: 0.0262  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3918  data: 0.0267  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3859  data: 0.0272  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3779  data: 0.0263  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3697  data: 0.0259  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3598  data: 0.0254  max mem: 5654
Test: Total time: 0:01:08 (0.4376 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.09s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.514
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.694
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.559
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.333
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.558
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.693
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.385
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.642
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.711
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.524
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.759
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.883
best_stat:  {'epoch': 25, 'coco_eval_bbox': 0.5137832781164217}
Epoch: [26]  [   0/7393]  eta: 17:37:44  lr: 0.000010  loss: 16.1672 (16.1672)  loss_bbox: 0.1867 (0.1867)  loss_bbox_aux_0: 0.2102 (0.2102)  loss_bbox_aux_1: 0.2035 (0.2035)  loss_bbox_aux_2: 0.1962 (0.1962)  loss_bbox_aux_3: 0.1917 (0.1917)  loss_bbox_aux_4: 0.1900 (0.1900)  loss_bbox_aux_5: 0.2264 (0.2264)  loss_bbox_dn_0: 0.3288 (0.3288)  loss_bbox_dn_1: 0.2780 (0.2780)  loss_bbox_dn_2: 0.2651 (0.2651)  loss_bbox_dn_3: 0.2660 (0.2660)  loss_bbox_dn_4: 0.2662 (0.2662)  loss_bbox_dn_5: 0.2661 (0.2661)  loss_giou: 0.3527 (0.3527)  loss_giou_aux_0: 0.3970 (0.3970)  loss_giou_aux_1: 0.3860 (0.3860)  loss_giou_aux_2: 0.3785 (0.3785)  loss_giou_aux_3: 0.3606 (0.3606)  loss_giou_aux_4: 0.3589 (0.3589)  loss_giou_aux_5: 0.4311 (0.4311)  loss_giou_dn_0: 0.5125 (0.5125)  loss_giou_dn_1: 0.4191 (0.4191)  loss_giou_dn_2: 0.3881 (0.3881)  loss_giou_dn_3: 0.3826 (0.3826)  loss_giou_dn_4: 0.3803 (0.3803)  loss_giou_dn_5: 0.3806 (0.3806)  loss_vfl: 0.7737 (0.7737)  loss_vfl_aux_0: 0.8529 (0.8529)  loss_vfl_aux_1: 0.8091 (0.8091)  loss_vfl_aux_2: 0.7802 (0.7802)  loss_vfl_aux_3: 0.7629 (0.7629)  loss_vfl_aux_4: 0.7611 (0.7611)  loss_vfl_aux_5: 0.8624 (0.8624)  loss_vfl_dn_0: 0.4574 (0.4574)  loss_vfl_dn_1: 0.4004 (0.4004)  loss_vfl_dn_2: 0.3835 (0.3835)  loss_vfl_dn_3: 0.3744 (0.3744)  loss_vfl_dn_4: 0.3727 (0.3727)  loss_vfl_dn_5: 0.3734 (0.3734)  time: 8.5844  data: 2.1982  max mem: 5654
Epoch: [26]  [ 100/7393]  eta: 1:08:18  lr: 0.000010  loss: 16.6185 (16.6325)  loss_bbox: 0.1577 (0.1649)  loss_bbox_aux_0: 0.1701 (0.1788)  loss_bbox_aux_1: 0.1635 (0.1707)  loss_bbox_aux_2: 0.1599 (0.1669)  loss_bbox_aux_3: 0.1576 (0.1649)  loss_bbox_aux_4: 0.1584 (0.1646)  loss_bbox_aux_5: 0.1963 (0.2149)  loss_bbox_dn_0: 0.2358 (0.2834)  loss_bbox_dn_1: 0.1807 (0.2152)  loss_bbox_dn_2: 0.1656 (0.1931)  loss_bbox_dn_3: 0.1645 (0.1867)  loss_bbox_dn_4: 0.1634 (0.1855)  loss_bbox_dn_5: 0.1634 (0.1855)  loss_giou: 0.5079 (0.5007)  loss_giou_aux_0: 0.5427 (0.5276)  loss_giou_aux_1: 0.5314 (0.5124)  loss_giou_aux_2: 0.5106 (0.5065)  loss_giou_aux_3: 0.5096 (0.5016)  loss_giou_aux_4: 0.5102 (0.5005)  loss_giou_aux_5: 0.6146 (0.5947)  loss_giou_dn_0: 0.6277 (0.6160)  loss_giou_dn_1: 0.5201 (0.5100)  loss_giou_dn_2: 0.4936 (0.4801)  loss_giou_dn_3: 0.4868 (0.4721)  loss_giou_dn_4: 0.4834 (0.4702)  loss_giou_dn_5: 0.4832 (0.4704)  loss_vfl: 0.6625 (0.6923)  loss_vfl_aux_0: 0.7708 (0.8008)  loss_vfl_aux_1: 0.7090 (0.7460)  loss_vfl_aux_2: 0.6887 (0.7159)  loss_vfl_aux_3: 0.6885 (0.7033)  loss_vfl_aux_4: 0.6663 (0.6950)  loss_vfl_aux_5: 0.7198 (0.7802)  loss_vfl_dn_0: 0.4586 (0.4623)  loss_vfl_dn_1: 0.3987 (0.3996)  loss_vfl_dn_2: 0.3831 (0.3830)  loss_vfl_dn_3: 0.3756 (0.3742)  loss_vfl_dn_4: 0.3731 (0.3714)  loss_vfl_dn_5: 0.3750 (0.3706)  time: 0.4743  data: 0.0150  max mem: 5654
Epoch: [26]  [ 200/7393]  eta: 1:02:16  lr: 0.000010  loss: 16.5197 (16.5452)  loss_bbox: 0.1555 (0.1623)  loss_bbox_aux_0: 0.1671 (0.1758)  loss_bbox_aux_1: 0.1630 (0.1683)  loss_bbox_aux_2: 0.1556 (0.1652)  loss_bbox_aux_3: 0.1518 (0.1624)  loss_bbox_aux_4: 0.1540 (0.1623)  loss_bbox_aux_5: 0.2101 (0.2125)  loss_bbox_dn_0: 0.2763 (0.2805)  loss_bbox_dn_1: 0.2052 (0.2136)  loss_bbox_dn_2: 0.1907 (0.1920)  loss_bbox_dn_3: 0.1869 (0.1857)  loss_bbox_dn_4: 0.1853 (0.1845)  loss_bbox_dn_5: 0.1842 (0.1845)  loss_giou: 0.4612 (0.4966)  loss_giou_aux_0: 0.4482 (0.5223)  loss_giou_aux_1: 0.4565 (0.5075)  loss_giou_aux_2: 0.4517 (0.5017)  loss_giou_aux_3: 0.4460 (0.4978)  loss_giou_aux_4: 0.4455 (0.4970)  loss_giou_aux_5: 0.5236 (0.5916)  loss_giou_dn_0: 0.6150 (0.6126)  loss_giou_dn_1: 0.5000 (0.5069)  loss_giou_dn_2: 0.4747 (0.4779)  loss_giou_dn_3: 0.4666 (0.4696)  loss_giou_dn_4: 0.4634 (0.4678)  loss_giou_dn_5: 0.4632 (0.4679)  loss_vfl: 0.6794 (0.6902)  loss_vfl_aux_0: 0.8011 (0.8009)  loss_vfl_aux_1: 0.7410 (0.7464)  loss_vfl_aux_2: 0.7271 (0.7149)  loss_vfl_aux_3: 0.7005 (0.7010)  loss_vfl_aux_4: 0.6778 (0.6921)  loss_vfl_aux_5: 0.7774 (0.7771)  loss_vfl_dn_0: 0.4554 (0.4598)  loss_vfl_dn_1: 0.3941 (0.3985)  loss_vfl_dn_2: 0.3775 (0.3820)  loss_vfl_dn_3: 0.3683 (0.3740)  loss_vfl_dn_4: 0.3668 (0.3712)  loss_vfl_dn_5: 0.3661 (0.3704)  time: 0.4805  data: 0.0151  max mem: 5654
Epoch: [26]  [ 300/7393]  eta: 0:59:35  lr: 0.000010  loss: 16.3916 (16.5816)  loss_bbox: 0.1612 (0.1617)  loss_bbox_aux_0: 0.1725 (0.1760)  loss_bbox_aux_1: 0.1557 (0.1680)  loss_bbox_aux_2: 0.1545 (0.1648)  loss_bbox_aux_3: 0.1506 (0.1621)  loss_bbox_aux_4: 0.1591 (0.1619)  loss_bbox_aux_5: 0.2025 (0.2124)  loss_bbox_dn_0: 0.2902 (0.2828)  loss_bbox_dn_1: 0.2208 (0.2151)  loss_bbox_dn_2: 0.1907 (0.1935)  loss_bbox_dn_3: 0.1827 (0.1870)  loss_bbox_dn_4: 0.1817 (0.1857)  loss_bbox_dn_5: 0.1817 (0.1857)  loss_giou: 0.4436 (0.4959)  loss_giou_aux_0: 0.4772 (0.5225)  loss_giou_aux_1: 0.4616 (0.5069)  loss_giou_aux_2: 0.4432 (0.5010)  loss_giou_aux_3: 0.4421 (0.4970)  loss_giou_aux_4: 0.4428 (0.4964)  loss_giou_aux_5: 0.5455 (0.5915)  loss_giou_dn_0: 0.5878 (0.6138)  loss_giou_dn_1: 0.4930 (0.5082)  loss_giou_dn_2: 0.4608 (0.4791)  loss_giou_dn_3: 0.4536 (0.4706)  loss_giou_dn_4: 0.4491 (0.4686)  loss_giou_dn_5: 0.4491 (0.4688)  loss_vfl: 0.6709 (0.6921)  loss_vfl_aux_0: 0.7814 (0.8060)  loss_vfl_aux_1: 0.7322 (0.7490)  loss_vfl_aux_2: 0.6920 (0.7166)  loss_vfl_aux_3: 0.6862 (0.7028)  loss_vfl_aux_4: 0.6695 (0.6939)  loss_vfl_aux_5: 0.7892 (0.7842)  loss_vfl_dn_0: 0.4629 (0.4612)  loss_vfl_dn_1: 0.3988 (0.3989)  loss_vfl_dn_2: 0.3839 (0.3825)  loss_vfl_dn_3: 0.3775 (0.3747)  loss_vfl_dn_4: 0.3749 (0.3718)  loss_vfl_dn_5: 0.3747 (0.3712)  time: 0.4642  data: 0.0157  max mem: 5654
Epoch: [26]  [ 400/7393]  eta: 0:57:51  lr: 0.000010  loss: 17.2512 (16.6317)  loss_bbox: 0.1655 (0.1629)  loss_bbox_aux_0: 0.1867 (0.1763)  loss_bbox_aux_1: 0.1638 (0.1682)  loss_bbox_aux_2: 0.1693 (0.1650)  loss_bbox_aux_3: 0.1704 (0.1629)  loss_bbox_aux_4: 0.1740 (0.1628)  loss_bbox_aux_5: 0.2295 (0.2130)  loss_bbox_dn_0: 0.2814 (0.2823)  loss_bbox_dn_1: 0.2156 (0.2154)  loss_bbox_dn_2: 0.2093 (0.1941)  loss_bbox_dn_3: 0.2042 (0.1875)  loss_bbox_dn_4: 0.2013 (0.1862)  loss_bbox_dn_5: 0.2013 (0.1862)  loss_giou: 0.4901 (0.5003)  loss_giou_aux_0: 0.5129 (0.5256)  loss_giou_aux_1: 0.5058 (0.5110)  loss_giou_aux_2: 0.4913 (0.5048)  loss_giou_aux_3: 0.4900 (0.5011)  loss_giou_aux_4: 0.4902 (0.5006)  loss_giou_aux_5: 0.5918 (0.5950)  loss_giou_dn_0: 0.6349 (0.6152)  loss_giou_dn_1: 0.5343 (0.5104)  loss_giou_dn_2: 0.5064 (0.4816)  loss_giou_dn_3: 0.4991 (0.4734)  loss_giou_dn_4: 0.4993 (0.4715)  loss_giou_dn_5: 0.4994 (0.4717)  loss_vfl: 0.7273 (0.6915)  loss_vfl_aux_0: 0.8380 (0.8043)  loss_vfl_aux_1: 0.7745 (0.7485)  loss_vfl_aux_2: 0.7403 (0.7174)  loss_vfl_aux_3: 0.7281 (0.7025)  loss_vfl_aux_4: 0.7151 (0.6939)  loss_vfl_aux_5: 0.8217 (0.7822)  loss_vfl_dn_0: 0.4675 (0.4616)  loss_vfl_dn_1: 0.4126 (0.3997)  loss_vfl_dn_2: 0.3933 (0.3836)  loss_vfl_dn_3: 0.3890 (0.3760)  loss_vfl_dn_4: 0.3879 (0.3732)  loss_vfl_dn_5: 0.3872 (0.3726)  time: 0.4810  data: 0.0149  max mem: 5654
Epoch: [26]  [ 500/7393]  eta: 0:56:37  lr: 0.000010  loss: 16.3462 (16.6450)  loss_bbox: 0.1544 (0.1626)  loss_bbox_aux_0: 0.1569 (0.1757)  loss_bbox_aux_1: 0.1562 (0.1676)  loss_bbox_aux_2: 0.1591 (0.1647)  loss_bbox_aux_3: 0.1448 (0.1625)  loss_bbox_aux_4: 0.1523 (0.1625)  loss_bbox_aux_5: 0.1952 (0.2131)  loss_bbox_dn_0: 0.2578 (0.2822)  loss_bbox_dn_1: 0.1981 (0.2154)  loss_bbox_dn_2: 0.1814 (0.1941)  loss_bbox_dn_3: 0.1744 (0.1874)  loss_bbox_dn_4: 0.1709 (0.1860)  loss_bbox_dn_5: 0.1709 (0.1860)  loss_giou: 0.5083 (0.5027)  loss_giou_aux_0: 0.5317 (0.5274)  loss_giou_aux_1: 0.5105 (0.5130)  loss_giou_aux_2: 0.4989 (0.5067)  loss_giou_aux_3: 0.4894 (0.5034)  loss_giou_aux_4: 0.5084 (0.5030)  loss_giou_aux_5: 0.5977 (0.5978)  loss_giou_dn_0: 0.6053 (0.6160)  loss_giou_dn_1: 0.5019 (0.5113)  loss_giou_dn_2: 0.4758 (0.4827)  loss_giou_dn_3: 0.4691 (0.4743)  loss_giou_dn_4: 0.4671 (0.4723)  loss_giou_dn_5: 0.4675 (0.4725)  loss_vfl: 0.6782 (0.6909)  loss_vfl_aux_0: 0.7728 (0.8034)  loss_vfl_aux_1: 0.7201 (0.7482)  loss_vfl_aux_2: 0.6837 (0.7169)  loss_vfl_aux_3: 0.6798 (0.7024)  loss_vfl_aux_4: 0.6741 (0.6932)  loss_vfl_aux_5: 0.7528 (0.7811)  loss_vfl_dn_0: 0.4586 (0.4612)  loss_vfl_dn_1: 0.3974 (0.3995)  loss_vfl_dn_2: 0.3810 (0.3836)  loss_vfl_dn_3: 0.3708 (0.3759)  loss_vfl_dn_4: 0.3675 (0.3733)  loss_vfl_dn_5: 0.3667 (0.3726)  time: 0.4736  data: 0.0151  max mem: 5654
Epoch: [26]  [ 600/7393]  eta: 0:55:19  lr: 0.000010  loss: 16.7911 (16.6515)  loss_bbox: 0.1437 (0.1622)  loss_bbox_aux_0: 0.1663 (0.1757)  loss_bbox_aux_1: 0.1487 (0.1670)  loss_bbox_aux_2: 0.1542 (0.1641)  loss_bbox_aux_3: 0.1514 (0.1620)  loss_bbox_aux_4: 0.1492 (0.1622)  loss_bbox_aux_5: 0.1919 (0.2127)  loss_bbox_dn_0: 0.2583 (0.2818)  loss_bbox_dn_1: 0.1942 (0.2151)  loss_bbox_dn_2: 0.1752 (0.1939)  loss_bbox_dn_3: 0.1713 (0.1872)  loss_bbox_dn_4: 0.1716 (0.1858)  loss_bbox_dn_5: 0.1717 (0.1858)  loss_giou: 0.5010 (0.5032)  loss_giou_aux_0: 0.5039 (0.5279)  loss_giou_aux_1: 0.5004 (0.5138)  loss_giou_aux_2: 0.4922 (0.5072)  loss_giou_aux_3: 0.4959 (0.5040)  loss_giou_aux_4: 0.5026 (0.5036)  loss_giou_aux_5: 0.5734 (0.5980)  loss_giou_dn_0: 0.6159 (0.6160)  loss_giou_dn_1: 0.5136 (0.5117)  loss_giou_dn_2: 0.4753 (0.4831)  loss_giou_dn_3: 0.4647 (0.4749)  loss_giou_dn_4: 0.4618 (0.4730)  loss_giou_dn_5: 0.4618 (0.4732)  loss_vfl: 0.6728 (0.6916)  loss_vfl_aux_0: 0.7710 (0.8030)  loss_vfl_aux_1: 0.7482 (0.7484)  loss_vfl_aux_2: 0.6937 (0.7178)  loss_vfl_aux_3: 0.6890 (0.7034)  loss_vfl_aux_4: 0.6755 (0.6941)  loss_vfl_aux_5: 0.7748 (0.7823)  loss_vfl_dn_0: 0.4589 (0.4610)  loss_vfl_dn_1: 0.3990 (0.3994)  loss_vfl_dn_2: 0.3895 (0.3836)  loss_vfl_dn_3: 0.3816 (0.3759)  loss_vfl_dn_4: 0.3782 (0.3732)  loss_vfl_dn_5: 0.3789 (0.3726)  time: 0.4687  data: 0.0145  max mem: 5654
Epoch: [26]  [ 700/7393]  eta: 0:54:13  lr: 0.000010  loss: 16.7338 (16.6531)  loss_bbox: 0.1516 (0.1622)  loss_bbox_aux_0: 0.1622 (0.1761)  loss_bbox_aux_1: 0.1496 (0.1674)  loss_bbox_aux_2: 0.1541 (0.1643)  loss_bbox_aux_3: 0.1517 (0.1620)  loss_bbox_aux_4: 0.1485 (0.1623)  loss_bbox_aux_5: 0.1962 (0.2136)  loss_bbox_dn_0: 0.2612 (0.2834)  loss_bbox_dn_1: 0.1817 (0.2165)  loss_bbox_dn_2: 0.1659 (0.1950)  loss_bbox_dn_3: 0.1569 (0.1883)  loss_bbox_dn_4: 0.1562 (0.1869)  loss_bbox_dn_5: 0.1562 (0.1869)  loss_giou: 0.5637 (0.5023)  loss_giou_aux_0: 0.5542 (0.5276)  loss_giou_aux_1: 0.5600 (0.5133)  loss_giou_aux_2: 0.5665 (0.5067)  loss_giou_aux_3: 0.5708 (0.5030)  loss_giou_aux_4: 0.5703 (0.5027)  loss_giou_aux_5: 0.6308 (0.5980)  loss_giou_dn_0: 0.6386 (0.6159)  loss_giou_dn_1: 0.5201 (0.5116)  loss_giou_dn_2: 0.5021 (0.4831)  loss_giou_dn_3: 0.4936 (0.4748)  loss_giou_dn_4: 0.4915 (0.4729)  loss_giou_dn_5: 0.4918 (0.4731)  loss_vfl: 0.6458 (0.6916)  loss_vfl_aux_0: 0.7439 (0.8027)  loss_vfl_aux_1: 0.6903 (0.7480)  loss_vfl_aux_2: 0.6672 (0.7171)  loss_vfl_aux_3: 0.6498 (0.7034)  loss_vfl_aux_4: 0.6433 (0.6942)  loss_vfl_aux_5: 0.7471 (0.7813)  loss_vfl_dn_0: 0.4593 (0.4609)  loss_vfl_dn_1: 0.3989 (0.3992)  loss_vfl_dn_2: 0.3785 (0.3833)  loss_vfl_dn_3: 0.3715 (0.3757)  loss_vfl_dn_4: 0.3693 (0.3731)  loss_vfl_dn_5: 0.3683 (0.3724)  time: 0.4686  data: 0.0148  max mem: 5654
Epoch: [26]  [ 800/7393]  eta: 0:53:12  lr: 0.000010  loss: 16.3366 (16.6509)  loss_bbox: 0.1395 (0.1619)  loss_bbox_aux_0: 0.1561 (0.1761)  loss_bbox_aux_1: 0.1462 (0.1673)  loss_bbox_aux_2: 0.1455 (0.1643)  loss_bbox_aux_3: 0.1445 (0.1620)  loss_bbox_aux_4: 0.1447 (0.1621)  loss_bbox_aux_5: 0.2030 (0.2139)  loss_bbox_dn_0: 0.2723 (0.2834)  loss_bbox_dn_1: 0.1884 (0.2163)  loss_bbox_dn_2: 0.1861 (0.1947)  loss_bbox_dn_3: 0.1825 (0.1879)  loss_bbox_dn_4: 0.1815 (0.1866)  loss_bbox_dn_5: 0.1815 (0.1866)  loss_giou: 0.4524 (0.5016)  loss_giou_aux_0: 0.4702 (0.5273)  loss_giou_aux_1: 0.4520 (0.5128)  loss_giou_aux_2: 0.4645 (0.5062)  loss_giou_aux_3: 0.4567 (0.5024)  loss_giou_aux_4: 0.4562 (0.5021)  loss_giou_aux_5: 0.5466 (0.5974)  loss_giou_dn_0: 0.5772 (0.6153)  loss_giou_dn_1: 0.4719 (0.5110)  loss_giou_dn_2: 0.4436 (0.4822)  loss_giou_dn_3: 0.4332 (0.4739)  loss_giou_dn_4: 0.4302 (0.4720)  loss_giou_dn_5: 0.4302 (0.4722)  loss_vfl: 0.6819 (0.6930)  loss_vfl_aux_0: 0.7850 (0.8039)  loss_vfl_aux_1: 0.7470 (0.7491)  loss_vfl_aux_2: 0.7041 (0.7184)  loss_vfl_aux_3: 0.6850 (0.7046)  loss_vfl_aux_4: 0.6895 (0.6955)  loss_vfl_aux_5: 0.7896 (0.7829)  loss_vfl_dn_0: 0.4580 (0.4610)  loss_vfl_dn_1: 0.3961 (0.3991)  loss_vfl_dn_2: 0.3809 (0.3831)  loss_vfl_dn_3: 0.3706 (0.3756)  loss_vfl_dn_4: 0.3673 (0.3729)  loss_vfl_dn_5: 0.3673 (0.3722)  time: 0.4738  data: 0.0144  max mem: 5654
Epoch: [26]  [ 900/7393]  eta: 0:52:12  lr: 0.000010  loss: 16.4707 (16.6414)  loss_bbox: 0.1662 (0.1618)  loss_bbox_aux_0: 0.1730 (0.1762)  loss_bbox_aux_1: 0.1562 (0.1673)  loss_bbox_aux_2: 0.1622 (0.1643)  loss_bbox_aux_3: 0.1633 (0.1620)  loss_bbox_aux_4: 0.1646 (0.1619)  loss_bbox_aux_5: 0.2051 (0.2142)  loss_bbox_dn_0: 0.2915 (0.2844)  loss_bbox_dn_1: 0.2178 (0.2169)  loss_bbox_dn_2: 0.1933 (0.1952)  loss_bbox_dn_3: 0.1792 (0.1884)  loss_bbox_dn_4: 0.1783 (0.1871)  loss_bbox_dn_5: 0.1785 (0.1871)  loss_giou: 0.4733 (0.5001)  loss_giou_aux_0: 0.4890 (0.5256)  loss_giou_aux_1: 0.4688 (0.5113)  loss_giou_aux_2: 0.4703 (0.5047)  loss_giou_aux_3: 0.4724 (0.5011)  loss_giou_aux_4: 0.4732 (0.5006)  loss_giou_aux_5: 0.5602 (0.5959)  loss_giou_dn_0: 0.5919 (0.6142)  loss_giou_dn_1: 0.4895 (0.5099)  loss_giou_dn_2: 0.4600 (0.4812)  loss_giou_dn_3: 0.4507 (0.4729)  loss_giou_dn_4: 0.4487 (0.4710)  loss_giou_dn_5: 0.4494 (0.4712)  loss_vfl: 0.6973 (0.6934)  loss_vfl_aux_0: 0.7947 (0.8040)  loss_vfl_aux_1: 0.7608 (0.7498)  loss_vfl_aux_2: 0.7195 (0.7187)  loss_vfl_aux_3: 0.7021 (0.7049)  loss_vfl_aux_4: 0.6847 (0.6960)  loss_vfl_aux_5: 0.8027 (0.7838)  loss_vfl_dn_0: 0.4653 (0.4611)  loss_vfl_dn_1: 0.3983 (0.3991)  loss_vfl_dn_2: 0.3872 (0.3831)  loss_vfl_dn_3: 0.3808 (0.3756)  loss_vfl_dn_4: 0.3802 (0.3730)  loss_vfl_dn_5: 0.3786 (0.3722)  time: 0.4685  data: 0.0139  max mem: 5654
Epoch: [26]  [1000/7393]  eta: 0:52:00  lr: 0.000010  loss: 16.0211 (16.6442)  loss_bbox: 0.1568 (0.1616)  loss_bbox_aux_0: 0.1625 (0.1757)  loss_bbox_aux_1: 0.1611 (0.1669)  loss_bbox_aux_2: 0.1517 (0.1640)  loss_bbox_aux_3: 0.1483 (0.1618)  loss_bbox_aux_4: 0.1550 (0.1617)  loss_bbox_aux_5: 0.1973 (0.2140)  loss_bbox_dn_0: 0.2496 (0.2838)  loss_bbox_dn_1: 0.1964 (0.2165)  loss_bbox_dn_2: 0.1697 (0.1950)  loss_bbox_dn_3: 0.1608 (0.1882)  loss_bbox_dn_4: 0.1538 (0.1869)  loss_bbox_dn_5: 0.1538 (0.1869)  loss_giou: 0.5114 (0.5012)  loss_giou_aux_0: 0.5375 (0.5264)  loss_giou_aux_1: 0.5318 (0.5121)  loss_giou_aux_2: 0.5219 (0.5056)  loss_giou_aux_3: 0.5145 (0.5021)  loss_giou_aux_4: 0.5013 (0.5015)  loss_giou_aux_5: 0.5940 (0.5969)  loss_giou_dn_0: 0.5889 (0.6145)  loss_giou_dn_1: 0.4885 (0.5104)  loss_giou_dn_2: 0.4666 (0.4819)  loss_giou_dn_3: 0.4617 (0.4736)  loss_giou_dn_4: 0.4615 (0.4717)  loss_giou_dn_5: 0.4618 (0.4719)  loss_vfl: 0.6614 (0.6924)  loss_vfl_aux_0: 0.8059 (0.8038)  loss_vfl_aux_1: 0.7381 (0.7492)  loss_vfl_aux_2: 0.7033 (0.7183)  loss_vfl_aux_3: 0.6860 (0.7039)  loss_vfl_aux_4: 0.6671 (0.6951)  loss_vfl_aux_5: 0.7888 (0.7834)  loss_vfl_dn_0: 0.4548 (0.4611)  loss_vfl_dn_1: 0.3889 (0.3993)  loss_vfl_dn_2: 0.3696 (0.3834)  loss_vfl_dn_3: 0.3616 (0.3758)  loss_vfl_dn_4: 0.3590 (0.3731)  loss_vfl_dn_5: 0.3592 (0.3724)  time: 0.4878  data: 0.0143  max mem: 5654
Epoch: [26]  [1100/7393]  eta: 0:51:03  lr: 0.000010  loss: 17.1763 (16.6350)  loss_bbox: 0.1566 (0.1618)  loss_bbox_aux_0: 0.1788 (0.1756)  loss_bbox_aux_1: 0.1691 (0.1669)  loss_bbox_aux_2: 0.1652 (0.1641)  loss_bbox_aux_3: 0.1612 (0.1619)  loss_bbox_aux_4: 0.1596 (0.1619)  loss_bbox_aux_5: 0.2190 (0.2143)  loss_bbox_dn_0: 0.2807 (0.2849)  loss_bbox_dn_1: 0.2168 (0.2171)  loss_bbox_dn_2: 0.1996 (0.1954)  loss_bbox_dn_3: 0.1920 (0.1886)  loss_bbox_dn_4: 0.1888 (0.1872)  loss_bbox_dn_5: 0.1886 (0.1872)  loss_giou: 0.5205 (0.4989)  loss_giou_aux_0: 0.5502 (0.5238)  loss_giou_aux_1: 0.5378 (0.5096)  loss_giou_aux_2: 0.5289 (0.5032)  loss_giou_aux_3: 0.5296 (0.4997)  loss_giou_aux_4: 0.5207 (0.4992)  loss_giou_aux_5: 0.6176 (0.5943)  loss_giou_dn_0: 0.6187 (0.6130)  loss_giou_dn_1: 0.5268 (0.5088)  loss_giou_dn_2: 0.4989 (0.4802)  loss_giou_dn_3: 0.4910 (0.4719)  loss_giou_dn_4: 0.4905 (0.4700)  loss_giou_dn_5: 0.4905 (0.4702)  loss_vfl: 0.7047 (0.6934)  loss_vfl_aux_0: 0.8120 (0.8071)  loss_vfl_aux_1: 0.7729 (0.7521)  loss_vfl_aux_2: 0.7444 (0.7202)  loss_vfl_aux_3: 0.7209 (0.7054)  loss_vfl_aux_4: 0.7093 (0.6964)  loss_vfl_aux_5: 0.7836 (0.7859)  loss_vfl_dn_0: 0.4579 (0.4615)  loss_vfl_dn_1: 0.3960 (0.3992)  loss_vfl_dn_2: 0.3827 (0.3832)  loss_vfl_dn_3: 0.3751 (0.3756)  loss_vfl_dn_4: 0.3732 (0.3730)  loss_vfl_dn_5: 0.3734 (0.3722)  time: 0.4739  data: 0.0148  max mem: 5654
Epoch: [26]  [1200/7393]  eta: 0:50:03  lr: 0.000010  loss: 16.7604 (16.6368)  loss_bbox: 0.1521 (0.1616)  loss_bbox_aux_0: 0.1613 (0.1754)  loss_bbox_aux_1: 0.1590 (0.1670)  loss_bbox_aux_2: 0.1559 (0.1641)  loss_bbox_aux_3: 0.1521 (0.1617)  loss_bbox_aux_4: 0.1546 (0.1617)  loss_bbox_aux_5: 0.2025 (0.2147)  loss_bbox_dn_0: 0.2437 (0.2859)  loss_bbox_dn_1: 0.1842 (0.2177)  loss_bbox_dn_2: 0.1652 (0.1958)  loss_bbox_dn_3: 0.1594 (0.1889)  loss_bbox_dn_4: 0.1593 (0.1875)  loss_bbox_dn_5: 0.1596 (0.1875)  loss_giou: 0.5032 (0.4973)  loss_giou_aux_0: 0.5110 (0.5226)  loss_giou_aux_1: 0.4946 (0.5082)  loss_giou_aux_2: 0.4981 (0.5018)  loss_giou_aux_3: 0.5049 (0.4982)  loss_giou_aux_4: 0.5028 (0.4976)  loss_giou_aux_5: 0.5760 (0.5933)  loss_giou_dn_0: 0.6287 (0.6126)  loss_giou_dn_1: 0.4990 (0.5080)  loss_giou_dn_2: 0.4766 (0.4793)  loss_giou_dn_3: 0.4682 (0.4711)  loss_giou_dn_4: 0.4659 (0.4691)  loss_giou_dn_5: 0.4656 (0.4693)  loss_vfl: 0.6914 (0.6953)  loss_vfl_aux_0: 0.7786 (0.8092)  loss_vfl_aux_1: 0.7230 (0.7539)  loss_vfl_aux_2: 0.7090 (0.7219)  loss_vfl_aux_3: 0.6929 (0.7075)  loss_vfl_aux_4: 0.6876 (0.6984)  loss_vfl_aux_5: 0.7471 (0.7874)  loss_vfl_dn_0: 0.4620 (0.4619)  loss_vfl_dn_1: 0.4059 (0.3993)  loss_vfl_dn_2: 0.3843 (0.3832)  loss_vfl_dn_3: 0.3767 (0.3756)  loss_vfl_dn_4: 0.3747 (0.3729)  loss_vfl_dn_5: 0.3722 (0.3722)  time: 0.4668  data: 0.0137  max mem: 5654
Epoch: [26]  [1300/7393]  eta: 0:49:10  lr: 0.000010  loss: 16.2313 (16.6393)  loss_bbox: 0.1483 (0.1623)  loss_bbox_aux_0: 0.1572 (0.1760)  loss_bbox_aux_1: 0.1483 (0.1676)  loss_bbox_aux_2: 0.1499 (0.1647)  loss_bbox_aux_3: 0.1507 (0.1624)  loss_bbox_aux_4: 0.1507 (0.1624)  loss_bbox_aux_5: 0.2025 (0.2154)  loss_bbox_dn_0: 0.2743 (0.2872)  loss_bbox_dn_1: 0.1950 (0.2187)  loss_bbox_dn_2: 0.1660 (0.1968)  loss_bbox_dn_3: 0.1585 (0.1899)  loss_bbox_dn_4: 0.1549 (0.1884)  loss_bbox_dn_5: 0.1548 (0.1884)  loss_giou: 0.4313 (0.4957)  loss_giou_aux_0: 0.4468 (0.5210)  loss_giou_aux_1: 0.4309 (0.5065)  loss_giou_aux_2: 0.4253 (0.5001)  loss_giou_aux_3: 0.4333 (0.4967)  loss_giou_aux_4: 0.4279 (0.4960)  loss_giou_aux_5: 0.5238 (0.5917)  loss_giou_dn_0: 0.5841 (0.6117)  loss_giou_dn_1: 0.4800 (0.5071)  loss_giou_dn_2: 0.4451 (0.4785)  loss_giou_dn_3: 0.4355 (0.4702)  loss_giou_dn_4: 0.4327 (0.4682)  loss_giou_dn_5: 0.4326 (0.4684)  loss_vfl: 0.6877 (0.6962)  loss_vfl_aux_0: 0.8209 (0.8108)  loss_vfl_aux_1: 0.7477 (0.7552)  loss_vfl_aux_2: 0.7101 (0.7231)  loss_vfl_aux_3: 0.6792 (0.7082)  loss_vfl_aux_4: 0.6894 (0.6993)  loss_vfl_aux_5: 0.8010 (0.7886)  loss_vfl_dn_0: 0.4645 (0.4621)  loss_vfl_dn_1: 0.4023 (0.3994)  loss_vfl_dn_2: 0.3854 (0.3833)  loss_vfl_dn_3: 0.3795 (0.3757)  loss_vfl_dn_4: 0.3765 (0.3730)  loss_vfl_dn_5: 0.3748 (0.3723)  time: 0.4665  data: 0.0139  max mem: 5654
Epoch: [26]  [1400/7393]  eta: 0:48:17  lr: 0.000010  loss: 15.9843 (16.6434)  loss_bbox: 0.1575 (0.1623)  loss_bbox_aux_0: 0.1749 (0.1762)  loss_bbox_aux_1: 0.1635 (0.1678)  loss_bbox_aux_2: 0.1615 (0.1646)  loss_bbox_aux_3: 0.1573 (0.1625)  loss_bbox_aux_4: 0.1559 (0.1623)  loss_bbox_aux_5: 0.2127 (0.2154)  loss_bbox_dn_0: 0.2792 (0.2873)  loss_bbox_dn_1: 0.2119 (0.2188)  loss_bbox_dn_2: 0.1883 (0.1969)  loss_bbox_dn_3: 0.1845 (0.1900)  loss_bbox_dn_4: 0.1851 (0.1886)  loss_bbox_dn_5: 0.1851 (0.1886)  loss_giou: 0.4654 (0.4951)  loss_giou_aux_0: 0.4892 (0.5203)  loss_giou_aux_1: 0.4744 (0.5057)  loss_giou_aux_2: 0.4575 (0.4994)  loss_giou_aux_3: 0.4520 (0.4960)  loss_giou_aux_4: 0.4643 (0.4953)  loss_giou_aux_5: 0.5772 (0.5906)  loss_giou_dn_0: 0.6001 (0.6113)  loss_giou_dn_1: 0.4803 (0.5066)  loss_giou_dn_2: 0.4518 (0.4780)  loss_giou_dn_3: 0.4372 (0.4698)  loss_giou_dn_4: 0.4332 (0.4678)  loss_giou_dn_5: 0.4324 (0.4680)  loss_vfl: 0.7020 (0.6976)  loss_vfl_aux_0: 0.7831 (0.8120)  loss_vfl_aux_1: 0.7576 (0.7565)  loss_vfl_aux_2: 0.7220 (0.7248)  loss_vfl_aux_3: 0.7046 (0.7096)  loss_vfl_aux_4: 0.6996 (0.7007)  loss_vfl_aux_5: 0.8015 (0.7905)  loss_vfl_dn_0: 0.4584 (0.4624)  loss_vfl_dn_1: 0.3969 (0.3996)  loss_vfl_dn_2: 0.3861 (0.3834)  loss_vfl_dn_3: 0.3779 (0.3758)  loss_vfl_dn_4: 0.3761 (0.3731)  loss_vfl_dn_5: 0.3750 (0.3723)  time: 0.4796  data: 0.0146  max mem: 5654
Epoch: [26]  [1500/7393]  eta: 0:47:28  lr: 0.000010  loss: 15.7233 (16.6331)  loss_bbox: 0.1371 (0.1621)  loss_bbox_aux_0: 0.1685 (0.1760)  loss_bbox_aux_1: 0.1472 (0.1676)  loss_bbox_aux_2: 0.1402 (0.1644)  loss_bbox_aux_3: 0.1395 (0.1623)  loss_bbox_aux_4: 0.1348 (0.1621)  loss_bbox_aux_5: 0.2059 (0.2151)  loss_bbox_dn_0: 0.2584 (0.2872)  loss_bbox_dn_1: 0.1807 (0.2189)  loss_bbox_dn_2: 0.1610 (0.1970)  loss_bbox_dn_3: 0.1576 (0.1901)  loss_bbox_dn_4: 0.1567 (0.1886)  loss_bbox_dn_5: 0.1571 (0.1886)  loss_giou: 0.4658 (0.4943)  loss_giou_aux_0: 0.4758 (0.5195)  loss_giou_aux_1: 0.4591 (0.5049)  loss_giou_aux_2: 0.4611 (0.4986)  loss_giou_aux_3: 0.4618 (0.4952)  loss_giou_aux_4: 0.4663 (0.4944)  loss_giou_aux_5: 0.5602 (0.5899)  loss_giou_dn_0: 0.5760 (0.6106)  loss_giou_dn_1: 0.4720 (0.5059)  loss_giou_dn_2: 0.4370 (0.4774)  loss_giou_dn_3: 0.4243 (0.4691)  loss_giou_dn_4: 0.4215 (0.4672)  loss_giou_dn_5: 0.4216 (0.4674)  loss_vfl: 0.6650 (0.6978)  loss_vfl_aux_0: 0.7536 (0.8121)  loss_vfl_aux_1: 0.7187 (0.7566)  loss_vfl_aux_2: 0.6879 (0.7251)  loss_vfl_aux_3: 0.6621 (0.7097)  loss_vfl_aux_4: 0.6608 (0.7009)  loss_vfl_aux_5: 0.7617 (0.7905)  loss_vfl_dn_0: 0.4574 (0.4623)  loss_vfl_dn_1: 0.3981 (0.3995)  loss_vfl_dn_2: 0.3825 (0.3833)  loss_vfl_dn_3: 0.3754 (0.3757)  loss_vfl_dn_4: 0.3728 (0.3730)  loss_vfl_dn_5: 0.3695 (0.3722)  time: 0.4771  data: 0.0139  max mem: 5654
Epoch: [26]  [1600/7393]  eta: 0:46:39  lr: 0.000010  loss: 16.2504 (16.6457)  loss_bbox: 0.1558 (0.1621)  loss_bbox_aux_0: 0.1688 (0.1761)  loss_bbox_aux_1: 0.1555 (0.1677)  loss_bbox_aux_2: 0.1592 (0.1644)  loss_bbox_aux_3: 0.1586 (0.1622)  loss_bbox_aux_4: 0.1566 (0.1620)  loss_bbox_aux_5: 0.2213 (0.2154)  loss_bbox_dn_0: 0.3167 (0.2877)  loss_bbox_dn_1: 0.2297 (0.2192)  loss_bbox_dn_2: 0.2140 (0.1973)  loss_bbox_dn_3: 0.2060 (0.1903)  loss_bbox_dn_4: 0.2046 (0.1889)  loss_bbox_dn_5: 0.2041 (0.1889)  loss_giou: 0.4384 (0.4946)  loss_giou_aux_0: 0.4674 (0.5198)  loss_giou_aux_1: 0.4489 (0.5053)  loss_giou_aux_2: 0.4455 (0.4989)  loss_giou_aux_3: 0.4376 (0.4955)  loss_giou_aux_4: 0.4377 (0.4947)  loss_giou_aux_5: 0.5486 (0.5903)  loss_giou_dn_0: 0.5738 (0.6111)  loss_giou_dn_1: 0.4741 (0.5063)  loss_giou_dn_2: 0.4448 (0.4778)  loss_giou_dn_3: 0.4367 (0.4695)  loss_giou_dn_4: 0.4337 (0.4676)  loss_giou_dn_5: 0.4336 (0.4677)  loss_vfl: 0.7304 (0.6983)  loss_vfl_aux_0: 0.8538 (0.8132)  loss_vfl_aux_1: 0.7866 (0.7574)  loss_vfl_aux_2: 0.7567 (0.7259)  loss_vfl_aux_3: 0.7310 (0.7104)  loss_vfl_aux_4: 0.7259 (0.7016)  loss_vfl_aux_5: 0.8084 (0.7908)  loss_vfl_dn_0: 0.4663 (0.4623)  loss_vfl_dn_1: 0.3947 (0.3997)  loss_vfl_dn_2: 0.3789 (0.3836)  loss_vfl_dn_3: 0.3722 (0.3759)  loss_vfl_dn_4: 0.3688 (0.3731)  loss_vfl_dn_5: 0.3660 (0.3723)  time: 0.4993  data: 0.0139  max mem: 5654
Epoch: [26]  [1700/7393]  eta: 0:45:48  lr: 0.000010  loss: 17.0332 (16.6464)  loss_bbox: 0.1549 (0.1617)  loss_bbox_aux_0: 0.1707 (0.1757)  loss_bbox_aux_1: 0.1641 (0.1674)  loss_bbox_aux_2: 0.1592 (0.1641)  loss_bbox_aux_3: 0.1549 (0.1619)  loss_bbox_aux_4: 0.1548 (0.1616)  loss_bbox_aux_5: 0.1996 (0.2150)  loss_bbox_dn_0: 0.2742 (0.2870)  loss_bbox_dn_1: 0.1965 (0.2185)  loss_bbox_dn_2: 0.1736 (0.1966)  loss_bbox_dn_3: 0.1683 (0.1897)  loss_bbox_dn_4: 0.1664 (0.1882)  loss_bbox_dn_5: 0.1665 (0.1882)  loss_giou: 0.5096 (0.4957)  loss_giou_aux_0: 0.5301 (0.5210)  loss_giou_aux_1: 0.5096 (0.5064)  loss_giou_aux_2: 0.5200 (0.5001)  loss_giou_aux_3: 0.5035 (0.4966)  loss_giou_aux_4: 0.5091 (0.4958)  loss_giou_aux_5: 0.6091 (0.5916)  loss_giou_dn_0: 0.6152 (0.6115)  loss_giou_dn_1: 0.5165 (0.5067)  loss_giou_dn_2: 0.4892 (0.4782)  loss_giou_dn_3: 0.4847 (0.4699)  loss_giou_dn_4: 0.4878 (0.4680)  loss_giou_dn_5: 0.4884 (0.4681)  loss_vfl: 0.6570 (0.6981)  loss_vfl_aux_0: 0.7859 (0.8127)  loss_vfl_aux_1: 0.7113 (0.7571)  loss_vfl_aux_2: 0.6870 (0.7255)  loss_vfl_aux_3: 0.6797 (0.7102)  loss_vfl_aux_4: 0.6555 (0.7014)  loss_vfl_aux_5: 0.7852 (0.7900)  loss_vfl_dn_0: 0.4590 (0.4622)  loss_vfl_dn_1: 0.3997 (0.3996)  loss_vfl_dn_2: 0.3841 (0.3834)  loss_vfl_dn_3: 0.3735 (0.3758)  loss_vfl_dn_4: 0.3706 (0.3730)  loss_vfl_dn_5: 0.3688 (0.3722)  time: 0.4856  data: 0.0143  max mem: 5654
Epoch: [26]  [1800/7393]  eta: 0:44:59  lr: 0.000010  loss: 16.6663 (16.6513)  loss_bbox: 0.1465 (0.1622)  loss_bbox_aux_0: 0.1635 (0.1760)  loss_bbox_aux_1: 0.1529 (0.1677)  loss_bbox_aux_2: 0.1466 (0.1644)  loss_bbox_aux_3: 0.1449 (0.1622)  loss_bbox_aux_4: 0.1435 (0.1621)  loss_bbox_aux_5: 0.2036 (0.2154)  loss_bbox_dn_0: 0.2675 (0.2876)  loss_bbox_dn_1: 0.2098 (0.2189)  loss_bbox_dn_2: 0.1878 (0.1970)  loss_bbox_dn_3: 0.1795 (0.1901)  loss_bbox_dn_4: 0.1747 (0.1886)  loss_bbox_dn_5: 0.1746 (0.1886)  loss_giou: 0.4522 (0.4962)  loss_giou_aux_0: 0.4732 (0.5215)  loss_giou_aux_1: 0.4605 (0.5069)  loss_giou_aux_2: 0.4520 (0.5006)  loss_giou_aux_3: 0.4525 (0.4971)  loss_giou_aux_4: 0.4493 (0.4964)  loss_giou_aux_5: 0.5499 (0.5921)  loss_giou_dn_0: 0.5906 (0.6118)  loss_giou_dn_1: 0.4824 (0.5069)  loss_giou_dn_2: 0.4565 (0.4783)  loss_giou_dn_3: 0.4497 (0.4700)  loss_giou_dn_4: 0.4476 (0.4681)  loss_giou_dn_5: 0.4473 (0.4682)  loss_vfl: 0.7012 (0.6973)  loss_vfl_aux_0: 0.8418 (0.8124)  loss_vfl_aux_1: 0.7691 (0.7566)  loss_vfl_aux_2: 0.7165 (0.7249)  loss_vfl_aux_3: 0.6852 (0.7095)  loss_vfl_aux_4: 0.6964 (0.7006)  loss_vfl_aux_5: 0.7879 (0.7893)  loss_vfl_dn_0: 0.4656 (0.4622)  loss_vfl_dn_1: 0.3999 (0.3996)  loss_vfl_dn_2: 0.3857 (0.3834)  loss_vfl_dn_3: 0.3775 (0.3757)  loss_vfl_dn_4: 0.3773 (0.3729)  loss_vfl_dn_5: 0.3751 (0.3721)  time: 0.4842  data: 0.0141  max mem: 5654
Epoch: [26]  [1900/7393]  eta: 0:44:08  lr: 0.000010  loss: 16.1489 (16.6598)  loss_bbox: 0.1354 (0.1622)  loss_bbox_aux_0: 0.1576 (0.1759)  loss_bbox_aux_1: 0.1502 (0.1677)  loss_bbox_aux_2: 0.1434 (0.1645)  loss_bbox_aux_3: 0.1493 (0.1623)  loss_bbox_aux_4: 0.1408 (0.1621)  loss_bbox_aux_5: 0.2014 (0.2152)  loss_bbox_dn_0: 0.2703 (0.2872)  loss_bbox_dn_1: 0.1953 (0.2188)  loss_bbox_dn_2: 0.1691 (0.1969)  loss_bbox_dn_3: 0.1643 (0.1899)  loss_bbox_dn_4: 0.1642 (0.1885)  loss_bbox_dn_5: 0.1643 (0.1885)  loss_giou: 0.4302 (0.4969)  loss_giou_aux_0: 0.4786 (0.5223)  loss_giou_aux_1: 0.4522 (0.5076)  loss_giou_aux_2: 0.4345 (0.5014)  loss_giou_aux_3: 0.4358 (0.4978)  loss_giou_aux_4: 0.4359 (0.4971)  loss_giou_aux_5: 0.5495 (0.5926)  loss_giou_dn_0: 0.5965 (0.6123)  loss_giou_dn_1: 0.5053 (0.5075)  loss_giou_dn_2: 0.4848 (0.4789)  loss_giou_dn_3: 0.4759 (0.4706)  loss_giou_dn_4: 0.4716 (0.4686)  loss_giou_dn_5: 0.4724 (0.4688)  loss_vfl: 0.6851 (0.6975)  loss_vfl_aux_0: 0.7865 (0.8120)  loss_vfl_aux_1: 0.7286 (0.7566)  loss_vfl_aux_2: 0.7017 (0.7251)  loss_vfl_aux_3: 0.6932 (0.7098)  loss_vfl_aux_4: 0.6866 (0.7009)  loss_vfl_aux_5: 0.7771 (0.7891)  loss_vfl_dn_0: 0.4643 (0.4623)  loss_vfl_dn_1: 0.4059 (0.3997)  loss_vfl_dn_2: 0.3881 (0.3836)  loss_vfl_dn_3: 0.3817 (0.3760)  loss_vfl_dn_4: 0.3793 (0.3732)  loss_vfl_dn_5: 0.3788 (0.3724)  time: 0.4689  data: 0.0139  max mem: 5654
Epoch: [26]  [2000/7393]  eta: 0:43:17  lr: 0.000010  loss: 15.9087 (16.6580)  loss_bbox: 0.1553 (0.1621)  loss_bbox_aux_0: 0.1689 (0.1759)  loss_bbox_aux_1: 0.1633 (0.1677)  loss_bbox_aux_2: 0.1531 (0.1644)  loss_bbox_aux_3: 0.1570 (0.1622)  loss_bbox_aux_4: 0.1549 (0.1621)  loss_bbox_aux_5: 0.2048 (0.2152)  loss_bbox_dn_0: 0.2510 (0.2870)  loss_bbox_dn_1: 0.1860 (0.2186)  loss_bbox_dn_2: 0.1700 (0.1967)  loss_bbox_dn_3: 0.1669 (0.1898)  loss_bbox_dn_4: 0.1614 (0.1883)  loss_bbox_dn_5: 0.1616 (0.1883)  loss_giou: 0.4525 (0.4965)  loss_giou_aux_0: 0.4844 (0.5221)  loss_giou_aux_1: 0.4540 (0.5072)  loss_giou_aux_2: 0.4468 (0.5009)  loss_giou_aux_3: 0.4485 (0.4974)  loss_giou_aux_4: 0.4485 (0.4966)  loss_giou_aux_5: 0.5449 (0.5924)  loss_giou_dn_0: 0.5710 (0.6122)  loss_giou_dn_1: 0.4669 (0.5074)  loss_giou_dn_2: 0.4412 (0.4787)  loss_giou_dn_3: 0.4295 (0.4704)  loss_giou_dn_4: 0.4279 (0.4684)  loss_giou_dn_5: 0.4276 (0.4686)  loss_vfl: 0.6871 (0.6981)  loss_vfl_aux_0: 0.7889 (0.8120)  loss_vfl_aux_1: 0.7529 (0.7569)  loss_vfl_aux_2: 0.7147 (0.7255)  loss_vfl_aux_3: 0.7021 (0.7102)  loss_vfl_aux_4: 0.6864 (0.7013)  loss_vfl_aux_5: 0.7807 (0.7893)  loss_vfl_dn_0: 0.4599 (0.4624)  loss_vfl_dn_1: 0.3936 (0.3998)  loss_vfl_dn_2: 0.3785 (0.3836)  loss_vfl_dn_3: 0.3676 (0.3760)  loss_vfl_dn_4: 0.3673 (0.3732)  loss_vfl_dn_5: 0.3668 (0.3724)  time: 0.4689  data: 0.0141  max mem: 5654
Epoch: [26]  [2100/7393]  eta: 0:42:27  lr: 0.000010  loss: 16.2644 (16.6590)  loss_bbox: 0.1612 (0.1620)  loss_bbox_aux_0: 0.1654 (0.1758)  loss_bbox_aux_1: 0.1654 (0.1675)  loss_bbox_aux_2: 0.1646 (0.1642)  loss_bbox_aux_3: 0.1613 (0.1620)  loss_bbox_aux_4: 0.1653 (0.1619)  loss_bbox_aux_5: 0.2187 (0.2151)  loss_bbox_dn_0: 0.2651 (0.2868)  loss_bbox_dn_1: 0.1943 (0.2184)  loss_bbox_dn_2: 0.1732 (0.1964)  loss_bbox_dn_3: 0.1685 (0.1895)  loss_bbox_dn_4: 0.1682 (0.1880)  loss_bbox_dn_5: 0.1682 (0.1880)  loss_giou: 0.4760 (0.4968)  loss_giou_aux_0: 0.4950 (0.5224)  loss_giou_aux_1: 0.4779 (0.5076)  loss_giou_aux_2: 0.4784 (0.5012)  loss_giou_aux_3: 0.4776 (0.4978)  loss_giou_aux_4: 0.4776 (0.4970)  loss_giou_aux_5: 0.5690 (0.5928)  loss_giou_dn_0: 0.5997 (0.6124)  loss_giou_dn_1: 0.4876 (0.5076)  loss_giou_dn_2: 0.4571 (0.4789)  loss_giou_dn_3: 0.4495 (0.4706)  loss_giou_dn_4: 0.4474 (0.4686)  loss_giou_dn_5: 0.4475 (0.4688)  loss_vfl: 0.6735 (0.6982)  loss_vfl_aux_0: 0.8361 (0.8119)  loss_vfl_aux_1: 0.7918 (0.7569)  loss_vfl_aux_2: 0.7245 (0.7256)  loss_vfl_aux_3: 0.6916 (0.7104)  loss_vfl_aux_4: 0.6849 (0.7015)  loss_vfl_aux_5: 0.8052 (0.7889)  loss_vfl_dn_0: 0.4639 (0.4624)  loss_vfl_dn_1: 0.3933 (0.3998)  loss_vfl_dn_2: 0.3742 (0.3836)  loss_vfl_dn_3: 0.3671 (0.3759)  loss_vfl_dn_4: 0.3641 (0.3732)  loss_vfl_dn_5: 0.3633 (0.3724)  time: 0.4726  data: 0.0139  max mem: 5654
Epoch: [26]  [2200/7393]  eta: 0:41:37  lr: 0.000010  loss: 16.0576 (16.6553)  loss_bbox: 0.1466 (0.1621)  loss_bbox_aux_0: 0.1614 (0.1758)  loss_bbox_aux_1: 0.1640 (0.1677)  loss_bbox_aux_2: 0.1553 (0.1643)  loss_bbox_aux_3: 0.1497 (0.1621)  loss_bbox_aux_4: 0.1455 (0.1621)  loss_bbox_aux_5: 0.2263 (0.2153)  loss_bbox_dn_0: 0.3191 (0.2870)  loss_bbox_dn_1: 0.2456 (0.2185)  loss_bbox_dn_2: 0.2162 (0.1966)  loss_bbox_dn_3: 0.2075 (0.1897)  loss_bbox_dn_4: 0.2046 (0.1882)  loss_bbox_dn_5: 0.2046 (0.1882)  loss_giou: 0.4317 (0.4964)  loss_giou_aux_0: 0.4445 (0.5218)  loss_giou_aux_1: 0.4383 (0.5071)  loss_giou_aux_2: 0.4341 (0.5007)  loss_giou_aux_3: 0.4479 (0.4972)  loss_giou_aux_4: 0.4376 (0.4965)  loss_giou_aux_5: 0.5268 (0.5924)  loss_giou_dn_0: 0.5924 (0.6121)  loss_giou_dn_1: 0.4831 (0.5072)  loss_giou_dn_2: 0.4511 (0.4785)  loss_giou_dn_3: 0.4495 (0.4702)  loss_giou_dn_4: 0.4472 (0.4682)  loss_giou_dn_5: 0.4470 (0.4684)  loss_vfl: 0.7154 (0.6984)  loss_vfl_aux_0: 0.8292 (0.8119)  loss_vfl_aux_1: 0.7780 (0.7569)  loss_vfl_aux_2: 0.7537 (0.7259)  loss_vfl_aux_3: 0.7382 (0.7106)  loss_vfl_aux_4: 0.7095 (0.7017)  loss_vfl_aux_5: 0.8039 (0.7888)  loss_vfl_dn_0: 0.4556 (0.4623)  loss_vfl_dn_1: 0.3895 (0.3997)  loss_vfl_dn_2: 0.3783 (0.3835)  loss_vfl_dn_3: 0.3720 (0.3759)  loss_vfl_dn_4: 0.3685 (0.3731)  loss_vfl_dn_5: 0.3676 (0.3723)  time: 0.4701  data: 0.0139  max mem: 5654
Epoch: [26]  [2300/7393]  eta: 0:40:48  lr: 0.000010  loss: 16.6703 (16.6491)  loss_bbox: 0.1567 (0.1621)  loss_bbox_aux_0: 0.1782 (0.1759)  loss_bbox_aux_1: 0.1615 (0.1677)  loss_bbox_aux_2: 0.1528 (0.1643)  loss_bbox_aux_3: 0.1552 (0.1621)  loss_bbox_aux_4: 0.1568 (0.1620)  loss_bbox_aux_5: 0.2093 (0.2154)  loss_bbox_dn_0: 0.2599 (0.2870)  loss_bbox_dn_1: 0.1920 (0.2184)  loss_bbox_dn_2: 0.1719 (0.1965)  loss_bbox_dn_3: 0.1670 (0.1896)  loss_bbox_dn_4: 0.1655 (0.1881)  loss_bbox_dn_5: 0.1657 (0.1881)  loss_giou: 0.4803 (0.4959)  loss_giou_aux_0: 0.5082 (0.5213)  loss_giou_aux_1: 0.4954 (0.5066)  loss_giou_aux_2: 0.4841 (0.5003)  loss_giou_aux_3: 0.4838 (0.4968)  loss_giou_aux_4: 0.4806 (0.4960)  loss_giou_aux_5: 0.5907 (0.5921)  loss_giou_dn_0: 0.6143 (0.6118)  loss_giou_dn_1: 0.5154 (0.5069)  loss_giou_dn_2: 0.4826 (0.4782)  loss_giou_dn_3: 0.4715 (0.4698)  loss_giou_dn_4: 0.4682 (0.4679)  loss_giou_dn_5: 0.4682 (0.4681)  loss_vfl: 0.7091 (0.6985)  loss_vfl_aux_0: 0.8001 (0.8119)  loss_vfl_aux_1: 0.7658 (0.7569)  loss_vfl_aux_2: 0.7514 (0.7258)  loss_vfl_aux_3: 0.7307 (0.7106)  loss_vfl_aux_4: 0.7195 (0.7017)  loss_vfl_aux_5: 0.7820 (0.7886)  loss_vfl_dn_0: 0.4557 (0.4623)  loss_vfl_dn_1: 0.3948 (0.3995)  loss_vfl_dn_2: 0.3836 (0.3833)  loss_vfl_dn_3: 0.3733 (0.3757)  loss_vfl_dn_4: 0.3719 (0.3730)  loss_vfl_dn_5: 0.3710 (0.3722)  time: 0.4735  data: 0.0137  max mem: 5654
Epoch: [26]  [2400/7393]  eta: 0:39:58  lr: 0.000010  loss: 16.7664 (16.6544)  loss_bbox: 0.1518 (0.1621)  loss_bbox_aux_0: 0.1589 (0.1758)  loss_bbox_aux_1: 0.1581 (0.1676)  loss_bbox_aux_2: 0.1557 (0.1643)  loss_bbox_aux_3: 0.1546 (0.1621)  loss_bbox_aux_4: 0.1525 (0.1620)  loss_bbox_aux_5: 0.1946 (0.2154)  loss_bbox_dn_0: 0.2758 (0.2871)  loss_bbox_dn_1: 0.2159 (0.2186)  loss_bbox_dn_2: 0.1808 (0.1966)  loss_bbox_dn_3: 0.1733 (0.1897)  loss_bbox_dn_4: 0.1746 (0.1882)  loss_bbox_dn_5: 0.1746 (0.1883)  loss_giou: 0.4619 (0.4959)  loss_giou_aux_0: 0.4932 (0.5214)  loss_giou_aux_1: 0.4650 (0.5067)  loss_giou_aux_2: 0.4642 (0.5004)  loss_giou_aux_3: 0.4684 (0.4968)  loss_giou_aux_4: 0.4674 (0.4961)  loss_giou_aux_5: 0.5577 (0.5922)  loss_giou_dn_0: 0.6147 (0.6121)  loss_giou_dn_1: 0.5047 (0.5071)  loss_giou_dn_2: 0.4817 (0.4784)  loss_giou_dn_3: 0.4708 (0.4701)  loss_giou_dn_4: 0.4695 (0.4682)  loss_giou_dn_5: 0.4699 (0.4683)  loss_vfl: 0.6764 (0.6987)  loss_vfl_aux_0: 0.7705 (0.8122)  loss_vfl_aux_1: 0.7121 (0.7572)  loss_vfl_aux_2: 0.6845 (0.7261)  loss_vfl_aux_3: 0.6799 (0.7110)  loss_vfl_aux_4: 0.6883 (0.7021)  loss_vfl_aux_5: 0.7599 (0.7888)  loss_vfl_dn_0: 0.4609 (0.4623)  loss_vfl_dn_1: 0.4048 (0.3997)  loss_vfl_dn_2: 0.3899 (0.3835)  loss_vfl_dn_3: 0.3795 (0.3759)  loss_vfl_dn_4: 0.3773 (0.3732)  loss_vfl_dn_5: 0.3776 (0.3724)  time: 0.4685  data: 0.0141  max mem: 5654
Epoch: [26]  [2500/7393]  eta: 0:39:09  lr: 0.000010  loss: 16.8105 (16.6592)  loss_bbox: 0.1612 (0.1621)  loss_bbox_aux_0: 0.1802 (0.1758)  loss_bbox_aux_1: 0.1789 (0.1676)  loss_bbox_aux_2: 0.1690 (0.1643)  loss_bbox_aux_3: 0.1673 (0.1622)  loss_bbox_aux_4: 0.1634 (0.1620)  loss_bbox_aux_5: 0.2341 (0.2154)  loss_bbox_dn_0: 0.2956 (0.2870)  loss_bbox_dn_1: 0.2247 (0.2185)  loss_bbox_dn_2: 0.2000 (0.1966)  loss_bbox_dn_3: 0.1966 (0.1897)  loss_bbox_dn_4: 0.1944 (0.1882)  loss_bbox_dn_5: 0.1943 (0.1882)  loss_giou: 0.4725 (0.4962)  loss_giou_aux_0: 0.4942 (0.5216)  loss_giou_aux_1: 0.4743 (0.5069)  loss_giou_aux_2: 0.4767 (0.5007)  loss_giou_aux_3: 0.4708 (0.4971)  loss_giou_aux_4: 0.4667 (0.4963)  loss_giou_aux_5: 0.5687 (0.5923)  loss_giou_dn_0: 0.6090 (0.6123)  loss_giou_dn_1: 0.4970 (0.5074)  loss_giou_dn_2: 0.4712 (0.4787)  loss_giou_dn_3: 0.4624 (0.4704)  loss_giou_dn_4: 0.4585 (0.4684)  loss_giou_dn_5: 0.4586 (0.4686)  loss_vfl: 0.6933 (0.6989)  loss_vfl_aux_0: 0.7882 (0.8125)  loss_vfl_aux_1: 0.7563 (0.7575)  loss_vfl_aux_2: 0.7266 (0.7262)  loss_vfl_aux_3: 0.7104 (0.7112)  loss_vfl_aux_4: 0.7039 (0.7023)  loss_vfl_aux_5: 0.7907 (0.7891)  loss_vfl_dn_0: 0.4589 (0.4623)  loss_vfl_dn_1: 0.3989 (0.3997)  loss_vfl_dn_2: 0.3828 (0.3835)  loss_vfl_dn_3: 0.3759 (0.3759)  loss_vfl_dn_4: 0.3731 (0.3732)  loss_vfl_dn_5: 0.3745 (0.3724)  time: 0.4717  data: 0.0134  max mem: 5654
Epoch: [26]  [2600/7393]  eta: 0:38:20  lr: 0.000010  loss: 16.5697 (16.6523)  loss_bbox: 0.1626 (0.1620)  loss_bbox_aux_0: 0.1712 (0.1755)  loss_bbox_aux_1: 0.1577 (0.1674)  loss_bbox_aux_2: 0.1629 (0.1642)  loss_bbox_aux_3: 0.1609 (0.1620)  loss_bbox_aux_4: 0.1617 (0.1619)  loss_bbox_aux_5: 0.2124 (0.2152)  loss_bbox_dn_0: 0.2933 (0.2867)  loss_bbox_dn_1: 0.2068 (0.2182)  loss_bbox_dn_2: 0.1826 (0.1963)  loss_bbox_dn_3: 0.1694 (0.1894)  loss_bbox_dn_4: 0.1678 (0.1879)  loss_bbox_dn_5: 0.1677 (0.1879)  loss_giou: 0.4948 (0.4960)  loss_giou_aux_0: 0.5031 (0.5213)  loss_giou_aux_1: 0.4912 (0.5066)  loss_giou_aux_2: 0.4961 (0.5005)  loss_giou_aux_3: 0.4935 (0.4968)  loss_giou_aux_4: 0.4949 (0.4961)  loss_giou_aux_5: 0.5695 (0.5920)  loss_giou_dn_0: 0.5885 (0.6121)  loss_giou_dn_1: 0.4954 (0.5072)  loss_giou_dn_2: 0.4692 (0.4785)  loss_giou_dn_3: 0.4637 (0.4702)  loss_giou_dn_4: 0.4615 (0.4682)  loss_giou_dn_5: 0.4615 (0.4684)  loss_vfl: 0.6638 (0.6989)  loss_vfl_aux_0: 0.7915 (0.8125)  loss_vfl_aux_1: 0.7286 (0.7573)  loss_vfl_aux_2: 0.6826 (0.7258)  loss_vfl_aux_3: 0.6660 (0.7110)  loss_vfl_aux_4: 0.6827 (0.7022)  loss_vfl_aux_5: 0.7893 (0.7891)  loss_vfl_dn_0: 0.4648 (0.4623)  loss_vfl_dn_1: 0.3909 (0.3996)  loss_vfl_dn_2: 0.3784 (0.3835)  loss_vfl_dn_3: 0.3726 (0.3760)  loss_vfl_dn_4: 0.3722 (0.3732)  loss_vfl_dn_5: 0.3700 (0.3725)  time: 0.4773  data: 0.0144  max mem: 5654
Epoch: [26]  [2700/7393]  eta: 0:37:52  lr: 0.000010  loss: 16.3786 (16.6573)  loss_bbox: 0.1526 (0.1621)  loss_bbox_aux_0: 0.1651 (0.1757)  loss_bbox_aux_1: 0.1625 (0.1676)  loss_bbox_aux_2: 0.1566 (0.1644)  loss_bbox_aux_3: 0.1533 (0.1621)  loss_bbox_aux_4: 0.1589 (0.1620)  loss_bbox_aux_5: 0.2187 (0.2154)  loss_bbox_dn_0: 0.2631 (0.2869)  loss_bbox_dn_1: 0.2074 (0.2185)  loss_bbox_dn_2: 0.1821 (0.1966)  loss_bbox_dn_3: 0.1789 (0.1897)  loss_bbox_dn_4: 0.1800 (0.1882)  loss_bbox_dn_5: 0.1800 (0.1882)  loss_giou: 0.5114 (0.4961)  loss_giou_aux_0: 0.5229 (0.5213)  loss_giou_aux_1: 0.5186 (0.5068)  loss_giou_aux_2: 0.5182 (0.5007)  loss_giou_aux_3: 0.5188 (0.4969)  loss_giou_aux_4: 0.5177 (0.4962)  loss_giou_aux_5: 0.5982 (0.5920)  loss_giou_dn_0: 0.6098 (0.6122)  loss_giou_dn_1: 0.5224 (0.5073)  loss_giou_dn_2: 0.4974 (0.4787)  loss_giou_dn_3: 0.4914 (0.4703)  loss_giou_dn_4: 0.4886 (0.4684)  loss_giou_dn_5: 0.4886 (0.4686)  loss_vfl: 0.6799 (0.6989)  loss_vfl_aux_0: 0.8090 (0.8126)  loss_vfl_aux_1: 0.7355 (0.7573)  loss_vfl_aux_2: 0.7115 (0.7258)  loss_vfl_aux_3: 0.6927 (0.7111)  loss_vfl_aux_4: 0.6778 (0.7022)  loss_vfl_aux_5: 0.7580 (0.7890)  loss_vfl_dn_0: 0.4635 (0.4623)  loss_vfl_dn_1: 0.3944 (0.3997)  loss_vfl_dn_2: 0.3847 (0.3836)  loss_vfl_dn_3: 0.3743 (0.3760)  loss_vfl_dn_4: 0.3694 (0.3733)  loss_vfl_dn_5: 0.3690 (0.3725)  time: 0.4722  data: 0.0143  max mem: 5654
Epoch: [26]  [2800/7393]  eta: 0:37:02  lr: 0.000010  loss: 16.7342 (16.6626)  loss_bbox: 0.1642 (0.1621)  loss_bbox_aux_0: 0.1740 (0.1757)  loss_bbox_aux_1: 0.1706 (0.1676)  loss_bbox_aux_2: 0.1665 (0.1644)  loss_bbox_aux_3: 0.1658 (0.1621)  loss_bbox_aux_4: 0.1632 (0.1620)  loss_bbox_aux_5: 0.2077 (0.2153)  loss_bbox_dn_0: 0.2711 (0.2867)  loss_bbox_dn_1: 0.2164 (0.2184)  loss_bbox_dn_2: 0.1960 (0.1965)  loss_bbox_dn_3: 0.1878 (0.1896)  loss_bbox_dn_4: 0.1865 (0.1881)  loss_bbox_dn_5: 0.1865 (0.1881)  loss_giou: 0.4969 (0.4965)  loss_giou_aux_0: 0.5183 (0.5219)  loss_giou_aux_1: 0.5106 (0.5074)  loss_giou_aux_2: 0.5108 (0.5012)  loss_giou_aux_3: 0.4959 (0.4974)  loss_giou_aux_4: 0.4916 (0.4966)  loss_giou_aux_5: 0.5882 (0.5925)  loss_giou_dn_0: 0.6180 (0.6125)  loss_giou_dn_1: 0.5266 (0.5077)  loss_giou_dn_2: 0.4976 (0.4790)  loss_giou_dn_3: 0.4881 (0.4706)  loss_giou_dn_4: 0.4852 (0.4687)  loss_giou_dn_5: 0.4855 (0.4689)  loss_vfl: 0.6793 (0.6990)  loss_vfl_aux_0: 0.7950 (0.8123)  loss_vfl_aux_1: 0.7483 (0.7574)  loss_vfl_aux_2: 0.6938 (0.7259)  loss_vfl_aux_3: 0.6878 (0.7113)  loss_vfl_aux_4: 0.6807 (0.7024)  loss_vfl_aux_5: 0.7805 (0.7892)  loss_vfl_dn_0: 0.4526 (0.4623)  loss_vfl_dn_1: 0.3975 (0.3997)  loss_vfl_dn_2: 0.3811 (0.3836)  loss_vfl_dn_3: 0.3720 (0.3761)  loss_vfl_dn_4: 0.3687 (0.3733)  loss_vfl_dn_5: 0.3692 (0.3726)  time: 0.4666  data: 0.0137  max mem: 5654
Epoch: [26]  [2900/7393]  eta: 0:36:11  lr: 0.000010  loss: 16.1092 (16.6595)  loss_bbox: 0.1433 (0.1620)  loss_bbox_aux_0: 0.1531 (0.1757)  loss_bbox_aux_1: 0.1450 (0.1676)  loss_bbox_aux_2: 0.1459 (0.1643)  loss_bbox_aux_3: 0.1433 (0.1620)  loss_bbox_aux_4: 0.1404 (0.1619)  loss_bbox_aux_5: 0.2094 (0.2153)  loss_bbox_dn_0: 0.2511 (0.2867)  loss_bbox_dn_1: 0.1929 (0.2184)  loss_bbox_dn_2: 0.1623 (0.1965)  loss_bbox_dn_3: 0.1576 (0.1896)  loss_bbox_dn_4: 0.1566 (0.1881)  loss_bbox_dn_5: 0.1568 (0.1881)  loss_giou: 0.4295 (0.4960)  loss_giou_aux_0: 0.4320 (0.5214)  loss_giou_aux_1: 0.4414 (0.5068)  loss_giou_aux_2: 0.4352 (0.5007)  loss_giou_aux_3: 0.4297 (0.4969)  loss_giou_aux_4: 0.4366 (0.4961)  loss_giou_aux_5: 0.5160 (0.5919)  loss_giou_dn_0: 0.5716 (0.6122)  loss_giou_dn_1: 0.4805 (0.5073)  loss_giou_dn_2: 0.4507 (0.4787)  loss_giou_dn_3: 0.4422 (0.4703)  loss_giou_dn_4: 0.4388 (0.4683)  loss_giou_dn_5: 0.4388 (0.4685)  loss_vfl: 0.6802 (0.6995)  loss_vfl_aux_0: 0.7970 (0.8127)  loss_vfl_aux_1: 0.7186 (0.7579)  loss_vfl_aux_2: 0.6988 (0.7263)  loss_vfl_aux_3: 0.6932 (0.7116)  loss_vfl_aux_4: 0.6877 (0.7028)  loss_vfl_aux_5: 0.7782 (0.7896)  loss_vfl_dn_0: 0.4635 (0.4624)  loss_vfl_dn_1: 0.3926 (0.3997)  loss_vfl_dn_2: 0.3785 (0.3836)  loss_vfl_dn_3: 0.3719 (0.3761)  loss_vfl_dn_4: 0.3690 (0.3733)  loss_vfl_dn_5: 0.3693 (0.3726)  time: 0.4658  data: 0.0138  max mem: 5654
Epoch: [26]  [3000/7393]  eta: 0:35:32  lr: 0.000010  loss: 16.9350 (16.6592)  loss_bbox: 0.1562 (0.1619)  loss_bbox_aux_0: 0.1706 (0.1757)  loss_bbox_aux_1: 0.1624 (0.1676)  loss_bbox_aux_2: 0.1630 (0.1643)  loss_bbox_aux_3: 0.1605 (0.1620)  loss_bbox_aux_4: 0.1592 (0.1619)  loss_bbox_aux_5: 0.2157 (0.2153)  loss_bbox_dn_0: 0.2672 (0.2866)  loss_bbox_dn_1: 0.2207 (0.2182)  loss_bbox_dn_2: 0.2010 (0.1964)  loss_bbox_dn_3: 0.1903 (0.1895)  loss_bbox_dn_4: 0.1885 (0.1880)  loss_bbox_dn_5: 0.1884 (0.1880)  loss_giou: 0.4720 (0.4964)  loss_giou_aux_0: 0.4977 (0.5217)  loss_giou_aux_1: 0.4887 (0.5071)  loss_giou_aux_2: 0.4807 (0.5010)  loss_giou_aux_3: 0.4752 (0.4973)  loss_giou_aux_4: 0.4719 (0.4964)  loss_giou_aux_5: 0.5602 (0.5922)  loss_giou_dn_0: 0.5991 (0.6123)  loss_giou_dn_1: 0.4968 (0.5073)  loss_giou_dn_2: 0.4645 (0.4787)  loss_giou_dn_3: 0.4531 (0.4703)  loss_giou_dn_4: 0.4507 (0.4684)  loss_giou_dn_5: 0.4511 (0.4686)  loss_vfl: 0.6750 (0.6991)  loss_vfl_aux_0: 0.7818 (0.8126)  loss_vfl_aux_1: 0.7587 (0.7579)  loss_vfl_aux_2: 0.7189 (0.7261)  loss_vfl_aux_3: 0.6976 (0.7115)  loss_vfl_aux_4: 0.6841 (0.7025)  loss_vfl_aux_5: 0.7699 (0.7894)  loss_vfl_dn_0: 0.4676 (0.4624)  loss_vfl_dn_1: 0.4026 (0.3997)  loss_vfl_dn_2: 0.3864 (0.3835)  loss_vfl_dn_3: 0.3781 (0.3760)  loss_vfl_dn_4: 0.3777 (0.3732)  loss_vfl_dn_5: 0.3758 (0.3725)  time: 0.4672  data: 0.0140  max mem: 5654
Epoch: [26]  [3100/7393]  eta: 0:34:42  lr: 0.000010  loss: 16.6531 (16.6573)  loss_bbox: 0.1465 (0.1619)  loss_bbox_aux_0: 0.1714 (0.1755)  loss_bbox_aux_1: 0.1479 (0.1674)  loss_bbox_aux_2: 0.1429 (0.1642)  loss_bbox_aux_3: 0.1388 (0.1619)  loss_bbox_aux_4: 0.1445 (0.1618)  loss_bbox_aux_5: 0.2037 (0.2153)  loss_bbox_dn_0: 0.2622 (0.2864)  loss_bbox_dn_1: 0.1980 (0.2181)  loss_bbox_dn_2: 0.1826 (0.1963)  loss_bbox_dn_3: 0.1736 (0.1894)  loss_bbox_dn_4: 0.1711 (0.1879)  loss_bbox_dn_5: 0.1715 (0.1879)  loss_giou: 0.4938 (0.4964)  loss_giou_aux_0: 0.5239 (0.5217)  loss_giou_aux_1: 0.4990 (0.5071)  loss_giou_aux_2: 0.4931 (0.5010)  loss_giou_aux_3: 0.4920 (0.4973)  loss_giou_aux_4: 0.4947 (0.4965)  loss_giou_aux_5: 0.5883 (0.5923)  loss_giou_dn_0: 0.6054 (0.6121)  loss_giou_dn_1: 0.5146 (0.5072)  loss_giou_dn_2: 0.4776 (0.4786)  loss_giou_dn_3: 0.4720 (0.4702)  loss_giou_dn_4: 0.4705 (0.4683)  loss_giou_dn_5: 0.4705 (0.4685)  loss_vfl: 0.6780 (0.6990)  loss_vfl_aux_0: 0.7799 (0.8127)  loss_vfl_aux_1: 0.7303 (0.7579)  loss_vfl_aux_2: 0.6999 (0.7262)  loss_vfl_aux_3: 0.6916 (0.7114)  loss_vfl_aux_4: 0.6671 (0.7024)  loss_vfl_aux_5: 0.7690 (0.7894)  loss_vfl_dn_0: 0.4601 (0.4624)  loss_vfl_dn_1: 0.3986 (0.3996)  loss_vfl_dn_2: 0.3836 (0.3835)  loss_vfl_dn_3: 0.3748 (0.3759)  loss_vfl_dn_4: 0.3721 (0.3732)  loss_vfl_dn_5: 0.3710 (0.3724)  time: 0.4799  data: 0.0145  max mem: 5654
Epoch: [26]  [3200/7393]  eta: 0:33:52  lr: 0.000010  loss: 16.8981 (16.6628)  loss_bbox: 0.1580 (0.1621)  loss_bbox_aux_0: 0.1682 (0.1756)  loss_bbox_aux_1: 0.1621 (0.1675)  loss_bbox_aux_2: 0.1593 (0.1643)  loss_bbox_aux_3: 0.1590 (0.1621)  loss_bbox_aux_4: 0.1576 (0.1620)  loss_bbox_aux_5: 0.2090 (0.2154)  loss_bbox_dn_0: 0.2648 (0.2865)  loss_bbox_dn_1: 0.1951 (0.2182)  loss_bbox_dn_2: 0.1752 (0.1963)  loss_bbox_dn_3: 0.1686 (0.1894)  loss_bbox_dn_4: 0.1686 (0.1880)  loss_bbox_dn_5: 0.1686 (0.1880)  loss_giou: 0.5604 (0.4969)  loss_giou_aux_0: 0.5811 (0.5220)  loss_giou_aux_1: 0.5670 (0.5076)  loss_giou_aux_2: 0.5614 (0.5015)  loss_giou_aux_3: 0.5674 (0.4978)  loss_giou_aux_4: 0.5656 (0.4970)  loss_giou_aux_5: 0.6445 (0.5927)  loss_giou_dn_0: 0.6592 (0.6122)  loss_giou_dn_1: 0.5499 (0.5074)  loss_giou_dn_2: 0.5215 (0.4787)  loss_giou_dn_3: 0.5183 (0.4703)  loss_giou_dn_4: 0.5158 (0.4684)  loss_giou_dn_5: 0.5156 (0.4686)  loss_vfl: 0.6814 (0.6990)  loss_vfl_aux_0: 0.7704 (0.8129)  loss_vfl_aux_1: 0.7130 (0.7581)  loss_vfl_aux_2: 0.7217 (0.7262)  loss_vfl_aux_3: 0.6974 (0.7113)  loss_vfl_aux_4: 0.6823 (0.7024)  loss_vfl_aux_5: 0.7311 (0.7895)  loss_vfl_dn_0: 0.4664 (0.4624)  loss_vfl_dn_1: 0.4035 (0.3996)  loss_vfl_dn_2: 0.3879 (0.3835)  loss_vfl_dn_3: 0.3803 (0.3759)  loss_vfl_dn_4: 0.3795 (0.3732)  loss_vfl_dn_5: 0.3797 (0.3724)  time: 0.4914  data: 0.0137  max mem: 5654
Epoch: [26]  [3300/7393]  eta: 0:33:02  lr: 0.000010  loss: 16.0288 (16.6656)  loss_bbox: 0.1453 (0.1621)  loss_bbox_aux_0: 0.1535 (0.1755)  loss_bbox_aux_1: 0.1423 (0.1675)  loss_bbox_aux_2: 0.1462 (0.1643)  loss_bbox_aux_3: 0.1466 (0.1620)  loss_bbox_aux_4: 0.1457 (0.1620)  loss_bbox_aux_5: 0.1915 (0.2154)  loss_bbox_dn_0: 0.2828 (0.2865)  loss_bbox_dn_1: 0.2258 (0.2182)  loss_bbox_dn_2: 0.1963 (0.1963)  loss_bbox_dn_3: 0.1871 (0.1894)  loss_bbox_dn_4: 0.1844 (0.1879)  loss_bbox_dn_5: 0.1843 (0.1879)  loss_giou: 0.4263 (0.4972)  loss_giou_aux_0: 0.4688 (0.5223)  loss_giou_aux_1: 0.4429 (0.5079)  loss_giou_aux_2: 0.4334 (0.5018)  loss_giou_aux_3: 0.4272 (0.4981)  loss_giou_aux_4: 0.4224 (0.4973)  loss_giou_aux_5: 0.5359 (0.5929)  loss_giou_dn_0: 0.5802 (0.6125)  loss_giou_dn_1: 0.4895 (0.5076)  loss_giou_dn_2: 0.4559 (0.4789)  loss_giou_dn_3: 0.4464 (0.4706)  loss_giou_dn_4: 0.4443 (0.4686)  loss_giou_dn_5: 0.4443 (0.4688)  loss_vfl: 0.6881 (0.6989)  loss_vfl_aux_0: 0.8488 (0.8130)  loss_vfl_aux_1: 0.7927 (0.7580)  loss_vfl_aux_2: 0.7341 (0.7262)  loss_vfl_aux_3: 0.7101 (0.7112)  loss_vfl_aux_4: 0.6936 (0.7023)  loss_vfl_aux_5: 0.8091 (0.7895)  loss_vfl_dn_0: 0.4638 (0.4624)  loss_vfl_dn_1: 0.3958 (0.3997)  loss_vfl_dn_2: 0.3810 (0.3835)  loss_vfl_dn_3: 0.3706 (0.3759)  loss_vfl_dn_4: 0.3664 (0.3732)  loss_vfl_dn_5: 0.3639 (0.3724)  time: 0.4760  data: 0.0135  max mem: 5654
Epoch: [26]  [3400/7393]  eta: 0:32:12  lr: 0.000010  loss: 16.8561 (16.6663)  loss_bbox: 0.1633 (0.1620)  loss_bbox_aux_0: 0.1742 (0.1754)  loss_bbox_aux_1: 0.1710 (0.1675)  loss_bbox_aux_2: 0.1650 (0.1643)  loss_bbox_aux_3: 0.1566 (0.1620)  loss_bbox_aux_4: 0.1590 (0.1619)  loss_bbox_aux_5: 0.2113 (0.2153)  loss_bbox_dn_0: 0.2744 (0.2863)  loss_bbox_dn_1: 0.2076 (0.2180)  loss_bbox_dn_2: 0.1858 (0.1961)  loss_bbox_dn_3: 0.1832 (0.1892)  loss_bbox_dn_4: 0.1801 (0.1878)  loss_bbox_dn_5: 0.1799 (0.1878)  loss_giou: 0.5151 (0.4976)  loss_giou_aux_0: 0.5192 (0.5225)  loss_giou_aux_1: 0.5249 (0.5082)  loss_giou_aux_2: 0.5190 (0.5021)  loss_giou_aux_3: 0.5173 (0.4985)  loss_giou_aux_4: 0.5183 (0.4977)  loss_giou_aux_5: 0.5988 (0.5931)  loss_giou_dn_0: 0.6232 (0.6127)  loss_giou_dn_1: 0.5085 (0.5078)  loss_giou_dn_2: 0.4756 (0.4791)  loss_giou_dn_3: 0.4693 (0.4707)  loss_giou_dn_4: 0.4672 (0.4688)  loss_giou_dn_5: 0.4678 (0.4690)  loss_vfl: 0.7221 (0.6988)  loss_vfl_aux_0: 0.8207 (0.8130)  loss_vfl_aux_1: 0.7600 (0.7579)  loss_vfl_aux_2: 0.7222 (0.7260)  loss_vfl_aux_3: 0.7400 (0.7110)  loss_vfl_aux_4: 0.7005 (0.7022)  loss_vfl_aux_5: 0.8042 (0.7895)  loss_vfl_dn_0: 0.4618 (0.4624)  loss_vfl_dn_1: 0.3965 (0.3996)  loss_vfl_dn_2: 0.3838 (0.3835)  loss_vfl_dn_3: 0.3766 (0.3759)  loss_vfl_dn_4: 0.3732 (0.3731)  loss_vfl_dn_5: 0.3717 (0.3724)  time: 0.4838  data: 0.0144  max mem: 5654
Epoch: [26]  [3500/7393]  eta: 0:31:22  lr: 0.000010  loss: 16.3614 (16.6675)  loss_bbox: 0.1551 (0.1620)  loss_bbox_aux_0: 0.1665 (0.1754)  loss_bbox_aux_1: 0.1638 (0.1675)  loss_bbox_aux_2: 0.1605 (0.1643)  loss_bbox_aux_3: 0.1613 (0.1620)  loss_bbox_aux_4: 0.1563 (0.1619)  loss_bbox_aux_5: 0.2066 (0.2153)  loss_bbox_dn_0: 0.2817 (0.2864)  loss_bbox_dn_1: 0.2083 (0.2180)  loss_bbox_dn_2: 0.1899 (0.1962)  loss_bbox_dn_3: 0.1865 (0.1893)  loss_bbox_dn_4: 0.1865 (0.1878)  loss_bbox_dn_5: 0.1868 (0.1878)  loss_giou: 0.4846 (0.4975)  loss_giou_aux_0: 0.5106 (0.5225)  loss_giou_aux_1: 0.5072 (0.5082)  loss_giou_aux_2: 0.5049 (0.5021)  loss_giou_aux_3: 0.4907 (0.4984)  loss_giou_aux_4: 0.4876 (0.4976)  loss_giou_aux_5: 0.5914 (0.5931)  loss_giou_dn_0: 0.5998 (0.6126)  loss_giou_dn_1: 0.4852 (0.5077)  loss_giou_dn_2: 0.4604 (0.4790)  loss_giou_dn_3: 0.4541 (0.4707)  loss_giou_dn_4: 0.4530 (0.4687)  loss_giou_dn_5: 0.4538 (0.4689)  loss_vfl: 0.6863 (0.6991)  loss_vfl_aux_0: 0.8213 (0.8133)  loss_vfl_aux_1: 0.7517 (0.7582)  loss_vfl_aux_2: 0.6914 (0.7261)  loss_vfl_aux_3: 0.6923 (0.7112)  loss_vfl_aux_4: 0.6863 (0.7025)  loss_vfl_aux_5: 0.7649 (0.7897)  loss_vfl_dn_0: 0.4539 (0.4624)  loss_vfl_dn_1: 0.3995 (0.3996)  loss_vfl_dn_2: 0.3819 (0.3834)  loss_vfl_dn_3: 0.3753 (0.3759)  loss_vfl_dn_4: 0.3718 (0.3731)  loss_vfl_dn_5: 0.3695 (0.3723)  time: 0.4604  data: 0.0150  max mem: 5654
Epoch: [26]  [3600/7393]  eta: 0:30:32  lr: 0.000010  loss: 16.4542 (16.6643)  loss_bbox: 0.1499 (0.1621)  loss_bbox_aux_0: 0.1538 (0.1755)  loss_bbox_aux_1: 0.1587 (0.1676)  loss_bbox_aux_2: 0.1537 (0.1644)  loss_bbox_aux_3: 0.1535 (0.1621)  loss_bbox_aux_4: 0.1544 (0.1621)  loss_bbox_aux_5: 0.1895 (0.2154)  loss_bbox_dn_0: 0.2513 (0.2867)  loss_bbox_dn_1: 0.1888 (0.2183)  loss_bbox_dn_2: 0.1652 (0.1964)  loss_bbox_dn_3: 0.1588 (0.1895)  loss_bbox_dn_4: 0.1572 (0.1880)  loss_bbox_dn_5: 0.1572 (0.1880)  loss_giou: 0.5071 (0.4969)  loss_giou_aux_0: 0.5331 (0.5219)  loss_giou_aux_1: 0.5301 (0.5076)  loss_giou_aux_2: 0.5141 (0.5014)  loss_giou_aux_3: 0.5087 (0.4978)  loss_giou_aux_4: 0.5083 (0.4970)  loss_giou_aux_5: 0.5980 (0.5925)  loss_giou_dn_0: 0.6140 (0.6122)  loss_giou_dn_1: 0.5058 (0.5073)  loss_giou_dn_2: 0.4805 (0.4786)  loss_giou_dn_3: 0.4743 (0.4703)  loss_giou_dn_4: 0.4712 (0.4683)  loss_giou_dn_5: 0.4707 (0.4685)  loss_vfl: 0.6711 (0.6992)  loss_vfl_aux_0: 0.8012 (0.8138)  loss_vfl_aux_1: 0.7242 (0.7583)  loss_vfl_aux_2: 0.6944 (0.7263)  loss_vfl_aux_3: 0.6793 (0.7113)  loss_vfl_aux_4: 0.6739 (0.7026)  loss_vfl_aux_5: 0.7675 (0.7899)  loss_vfl_dn_0: 0.4579 (0.4624)  loss_vfl_dn_1: 0.3954 (0.3996)  loss_vfl_dn_2: 0.3812 (0.3834)  loss_vfl_dn_3: 0.3734 (0.3758)  loss_vfl_dn_4: 0.3687 (0.3730)  loss_vfl_dn_5: 0.3691 (0.3723)  time: 0.4726  data: 0.0136  max mem: 5654
Epoch: [26]  [3700/7393]  eta: 0:29:47  lr: 0.000010  loss: 16.2674 (16.6647)  loss_bbox: 0.1410 (0.1620)  loss_bbox_aux_0: 0.1576 (0.1753)  loss_bbox_aux_1: 0.1520 (0.1675)  loss_bbox_aux_2: 0.1489 (0.1643)  loss_bbox_aux_3: 0.1423 (0.1620)  loss_bbox_aux_4: 0.1456 (0.1619)  loss_bbox_aux_5: 0.1989 (0.2152)  loss_bbox_dn_0: 0.2697 (0.2866)  loss_bbox_dn_1: 0.2035 (0.2181)  loss_bbox_dn_2: 0.1841 (0.1962)  loss_bbox_dn_3: 0.1789 (0.1893)  loss_bbox_dn_4: 0.1759 (0.1879)  loss_bbox_dn_5: 0.1759 (0.1879)  loss_giou: 0.4419 (0.4969)  loss_giou_aux_0: 0.4723 (0.5219)  loss_giou_aux_1: 0.4458 (0.5076)  loss_giou_aux_2: 0.4448 (0.5014)  loss_giou_aux_3: 0.4364 (0.4978)  loss_giou_aux_4: 0.4508 (0.4970)  loss_giou_aux_5: 0.5306 (0.5925)  loss_giou_dn_0: 0.5640 (0.6122)  loss_giou_dn_1: 0.4490 (0.5072)  loss_giou_dn_2: 0.4239 (0.4786)  loss_giou_dn_3: 0.4166 (0.4702)  loss_giou_dn_4: 0.4162 (0.4683)  loss_giou_dn_5: 0.4190 (0.4685)  loss_vfl: 0.7265 (0.6995)  loss_vfl_aux_0: 0.8170 (0.8143)  loss_vfl_aux_1: 0.7655 (0.7588)  loss_vfl_aux_2: 0.7337 (0.7267)  loss_vfl_aux_3: 0.7294 (0.7117)  loss_vfl_aux_4: 0.7066 (0.7028)  loss_vfl_aux_5: 0.8114 (0.7902)  loss_vfl_dn_0: 0.4633 (0.4625)  loss_vfl_dn_1: 0.3925 (0.3996)  loss_vfl_dn_2: 0.3814 (0.3834)  loss_vfl_dn_3: 0.3698 (0.3758)  loss_vfl_dn_4: 0.3679 (0.3730)  loss_vfl_dn_5: 0.3659 (0.3723)  time: 0.7223  data: 0.0133  max mem: 5654
Epoch: [26]  [3800/7393]  eta: 0:28:57  lr: 0.000010  loss: 16.9575 (16.6671)  loss_bbox: 0.1667 (0.1622)  loss_bbox_aux_0: 0.1825 (0.1754)  loss_bbox_aux_1: 0.1709 (0.1676)  loss_bbox_aux_2: 0.1693 (0.1644)  loss_bbox_aux_3: 0.1663 (0.1622)  loss_bbox_aux_4: 0.1672 (0.1622)  loss_bbox_aux_5: 0.2274 (0.2154)  loss_bbox_dn_0: 0.3088 (0.2868)  loss_bbox_dn_1: 0.2334 (0.2183)  loss_bbox_dn_2: 0.2091 (0.1964)  loss_bbox_dn_3: 0.2050 (0.1895)  loss_bbox_dn_4: 0.2014 (0.1880)  loss_bbox_dn_5: 0.2005 (0.1880)  loss_giou: 0.4864 (0.4969)  loss_giou_aux_0: 0.5012 (0.5219)  loss_giou_aux_1: 0.4997 (0.5075)  loss_giou_aux_2: 0.4917 (0.5014)  loss_giou_aux_3: 0.4867 (0.4978)  loss_giou_aux_4: 0.4858 (0.4970)  loss_giou_aux_5: 0.5594 (0.5926)  loss_giou_dn_0: 0.6068 (0.6123)  loss_giou_dn_1: 0.5014 (0.5073)  loss_giou_dn_2: 0.4660 (0.4786)  loss_giou_dn_3: 0.4570 (0.4703)  loss_giou_dn_4: 0.4538 (0.4683)  loss_giou_dn_5: 0.4533 (0.4685)  loss_vfl: 0.6828 (0.6994)  loss_vfl_aux_0: 0.8261 (0.8143)  loss_vfl_aux_1: 0.7464 (0.7587)  loss_vfl_aux_2: 0.7198 (0.7266)  loss_vfl_aux_3: 0.7103 (0.7116)  loss_vfl_aux_4: 0.6875 (0.7027)  loss_vfl_aux_5: 0.7987 (0.7902)  loss_vfl_dn_0: 0.4559 (0.4625)  loss_vfl_dn_1: 0.4013 (0.3996)  loss_vfl_dn_2: 0.3815 (0.3834)  loss_vfl_dn_3: 0.3781 (0.3758)  loss_vfl_dn_4: 0.3763 (0.3730)  loss_vfl_dn_5: 0.3737 (0.3723)  time: 0.4688  data: 0.0133  max mem: 5654
Epoch: [26]  [3900/7393]  eta: 0:28:07  lr: 0.000010  loss: 17.0162 (16.6651)  loss_bbox: 0.1656 (0.1623)  loss_bbox_aux_0: 0.1802 (0.1754)  loss_bbox_aux_1: 0.1692 (0.1676)  loss_bbox_aux_2: 0.1598 (0.1644)  loss_bbox_aux_3: 0.1637 (0.1623)  loss_bbox_aux_4: 0.1639 (0.1622)  loss_bbox_aux_5: 0.2285 (0.2154)  loss_bbox_dn_0: 0.2612 (0.2868)  loss_bbox_dn_1: 0.2016 (0.2184)  loss_bbox_dn_2: 0.1842 (0.1964)  loss_bbox_dn_3: 0.1803 (0.1895)  loss_bbox_dn_4: 0.1780 (0.1880)  loss_bbox_dn_5: 0.1780 (0.1880)  loss_giou: 0.4790 (0.4968)  loss_giou_aux_0: 0.5333 (0.5218)  loss_giou_aux_1: 0.5051 (0.5074)  loss_giou_aux_2: 0.4887 (0.5013)  loss_giou_aux_3: 0.4824 (0.4977)  loss_giou_aux_4: 0.4783 (0.4970)  loss_giou_aux_5: 0.5931 (0.5924)  loss_giou_dn_0: 0.6424 (0.6122)  loss_giou_dn_1: 0.5321 (0.5073)  loss_giou_dn_2: 0.5034 (0.4786)  loss_giou_dn_3: 0.4909 (0.4702)  loss_giou_dn_4: 0.4913 (0.4682)  loss_giou_dn_5: 0.4912 (0.4684)  loss_vfl: 0.6979 (0.6991)  loss_vfl_aux_0: 0.7886 (0.8142)  loss_vfl_aux_1: 0.7429 (0.7586)  loss_vfl_aux_2: 0.7209 (0.7265)  loss_vfl_aux_3: 0.7135 (0.7115)  loss_vfl_aux_4: 0.7166 (0.7024)  loss_vfl_aux_5: 0.7714 (0.7902)  loss_vfl_dn_0: 0.4649 (0.4625)  loss_vfl_dn_1: 0.4000 (0.3996)  loss_vfl_dn_2: 0.3824 (0.3834)  loss_vfl_dn_3: 0.3733 (0.3758)  loss_vfl_dn_4: 0.3700 (0.3731)  loss_vfl_dn_5: 0.3701 (0.3723)  time: 0.4692  data: 0.0134  max mem: 5654
Epoch: [26]  [4000/7393]  eta: 0:27:17  lr: 0.000010  loss: 16.3801 (16.6656)  loss_bbox: 0.1527 (0.1623)  loss_bbox_aux_0: 0.1461 (0.1754)  loss_bbox_aux_1: 0.1512 (0.1676)  loss_bbox_aux_2: 0.1400 (0.1644)  loss_bbox_aux_3: 0.1405 (0.1622)  loss_bbox_aux_4: 0.1524 (0.1622)  loss_bbox_aux_5: 0.2034 (0.2155)  loss_bbox_dn_0: 0.2706 (0.2870)  loss_bbox_dn_1: 0.2035 (0.2185)  loss_bbox_dn_2: 0.1812 (0.1966)  loss_bbox_dn_3: 0.1784 (0.1896)  loss_bbox_dn_4: 0.1764 (0.1881)  loss_bbox_dn_5: 0.1764 (0.1881)  loss_giou: 0.4749 (0.4967)  loss_giou_aux_0: 0.4905 (0.5216)  loss_giou_aux_1: 0.4768 (0.5073)  loss_giou_aux_2: 0.4713 (0.5011)  loss_giou_aux_3: 0.4712 (0.4976)  loss_giou_aux_4: 0.4830 (0.4969)  loss_giou_aux_5: 0.5826 (0.5922)  loss_giou_dn_0: 0.5917 (0.6120)  loss_giou_dn_1: 0.4804 (0.5071)  loss_giou_dn_2: 0.4543 (0.4784)  loss_giou_dn_3: 0.4469 (0.4701)  loss_giou_dn_4: 0.4479 (0.4681)  loss_giou_dn_5: 0.4479 (0.4683)  loss_vfl: 0.6773 (0.6993)  loss_vfl_aux_0: 0.7846 (0.8145)  loss_vfl_aux_1: 0.7351 (0.7589)  loss_vfl_aux_2: 0.6970 (0.7268)  loss_vfl_aux_3: 0.6897 (0.7117)  loss_vfl_aux_4: 0.6805 (0.7026)  loss_vfl_aux_5: 0.7835 (0.7904)  loss_vfl_dn_0: 0.4628 (0.4625)  loss_vfl_dn_1: 0.3937 (0.3996)  loss_vfl_dn_2: 0.3756 (0.3834)  loss_vfl_dn_3: 0.3695 (0.3758)  loss_vfl_dn_4: 0.3684 (0.3730)  loss_vfl_dn_5: 0.3669 (0.3723)  time: 0.4620  data: 0.0134  max mem: 5654
Epoch: [26]  [4100/7393]  eta: 0:26:28  lr: 0.000010  loss: 16.6695 (16.6673)  loss_bbox: 0.1491 (0.1622)  loss_bbox_aux_0: 0.1561 (0.1754)  loss_bbox_aux_1: 0.1499 (0.1675)  loss_bbox_aux_2: 0.1399 (0.1643)  loss_bbox_aux_3: 0.1450 (0.1622)  loss_bbox_aux_4: 0.1469 (0.1621)  loss_bbox_aux_5: 0.1911 (0.2154)  loss_bbox_dn_0: 0.2744 (0.2870)  loss_bbox_dn_1: 0.2061 (0.2185)  loss_bbox_dn_2: 0.1825 (0.1965)  loss_bbox_dn_3: 0.1768 (0.1896)  loss_bbox_dn_4: 0.1744 (0.1881)  loss_bbox_dn_5: 0.1745 (0.1881)  loss_giou: 0.4688 (0.4966)  loss_giou_aux_0: 0.4895 (0.5215)  loss_giou_aux_1: 0.4809 (0.5072)  loss_giou_aux_2: 0.4759 (0.5010)  loss_giou_aux_3: 0.4714 (0.4975)  loss_giou_aux_4: 0.4683 (0.4968)  loss_giou_aux_5: 0.5638 (0.5921)  loss_giou_dn_0: 0.5996 (0.6121)  loss_giou_dn_1: 0.4951 (0.5072)  loss_giou_dn_2: 0.4650 (0.4785)  loss_giou_dn_3: 0.4555 (0.4701)  loss_giou_dn_4: 0.4538 (0.4682)  loss_giou_dn_5: 0.4538 (0.4683)  loss_vfl: 0.7168 (0.6997)  loss_vfl_aux_0: 0.8353 (0.8148)  loss_vfl_aux_1: 0.7679 (0.7592)  loss_vfl_aux_2: 0.7575 (0.7273)  loss_vfl_aux_3: 0.7293 (0.7120)  loss_vfl_aux_4: 0.7154 (0.7029)  loss_vfl_aux_5: 0.7948 (0.7906)  loss_vfl_dn_0: 0.4666 (0.4625)  loss_vfl_dn_1: 0.4001 (0.3997)  loss_vfl_dn_2: 0.3814 (0.3834)  loss_vfl_dn_3: 0.3750 (0.3758)  loss_vfl_dn_4: 0.3727 (0.3731)  loss_vfl_dn_5: 0.3715 (0.3723)  time: 0.4686  data: 0.0135  max mem: 5654
Epoch: [26]  [4200/7393]  eta: 0:25:39  lr: 0.000010  loss: 17.4666 (16.6744)  loss_bbox: 0.1641 (0.1622)  loss_bbox_aux_0: 0.1769 (0.1753)  loss_bbox_aux_1: 0.1658 (0.1674)  loss_bbox_aux_2: 0.1622 (0.1642)  loss_bbox_aux_3: 0.1615 (0.1621)  loss_bbox_aux_4: 0.1638 (0.1621)  loss_bbox_aux_5: 0.2178 (0.2153)  loss_bbox_dn_0: 0.2835 (0.2869)  loss_bbox_dn_1: 0.2226 (0.2184)  loss_bbox_dn_2: 0.1937 (0.1964)  loss_bbox_dn_3: 0.1846 (0.1895)  loss_bbox_dn_4: 0.1813 (0.1880)  loss_bbox_dn_5: 0.1814 (0.1880)  loss_giou: 0.5239 (0.4972)  loss_giou_aux_0: 0.5442 (0.5220)  loss_giou_aux_1: 0.5201 (0.5077)  loss_giou_aux_2: 0.5260 (0.5016)  loss_giou_aux_3: 0.5266 (0.4981)  loss_giou_aux_4: 0.5265 (0.4974)  loss_giou_aux_5: 0.6216 (0.5925)  loss_giou_dn_0: 0.6361 (0.6125)  loss_giou_dn_1: 0.5373 (0.5077)  loss_giou_dn_2: 0.5122 (0.4789)  loss_giou_dn_3: 0.5009 (0.4705)  loss_giou_dn_4: 0.5013 (0.4686)  loss_giou_dn_5: 0.5015 (0.4687)  loss_vfl: 0.7061 (0.6998)  loss_vfl_aux_0: 0.8412 (0.8151)  loss_vfl_aux_1: 0.7726 (0.7596)  loss_vfl_aux_2: 0.7364 (0.7275)  loss_vfl_aux_3: 0.7188 (0.7121)  loss_vfl_aux_4: 0.7154 (0.7030)  loss_vfl_aux_5: 0.7984 (0.7907)  loss_vfl_dn_0: 0.4692 (0.4626)  loss_vfl_dn_1: 0.4074 (0.3998)  loss_vfl_dn_2: 0.3944 (0.3835)  loss_vfl_dn_3: 0.3847 (0.3759)  loss_vfl_dn_4: 0.3846 (0.3732)  loss_vfl_dn_5: 0.3848 (0.3724)  time: 0.4687  data: 0.0136  max mem: 5654
Epoch: [26]  [4300/7393]  eta: 0:24:49  lr: 0.000010  loss: 16.4418 (16.6751)  loss_bbox: 0.1723 (0.1623)  loss_bbox_aux_0: 0.1911 (0.1754)  loss_bbox_aux_1: 0.1852 (0.1675)  loss_bbox_aux_2: 0.1734 (0.1643)  loss_bbox_aux_3: 0.1700 (0.1622)  loss_bbox_aux_4: 0.1696 (0.1622)  loss_bbox_aux_5: 0.2313 (0.2153)  loss_bbox_dn_0: 0.2832 (0.2868)  loss_bbox_dn_1: 0.2187 (0.2184)  loss_bbox_dn_2: 0.1935 (0.1964)  loss_bbox_dn_3: 0.1855 (0.1895)  loss_bbox_dn_4: 0.1854 (0.1880)  loss_bbox_dn_5: 0.1855 (0.1880)  loss_giou: 0.4826 (0.4973)  loss_giou_aux_0: 0.4897 (0.5221)  loss_giou_aux_1: 0.4825 (0.5078)  loss_giou_aux_2: 0.4700 (0.5016)  loss_giou_aux_3: 0.4745 (0.4982)  loss_giou_aux_4: 0.4789 (0.4974)  loss_giou_aux_5: 0.5617 (0.5925)  loss_giou_dn_0: 0.5956 (0.6124)  loss_giou_dn_1: 0.4949 (0.5077)  loss_giou_dn_2: 0.4546 (0.4789)  loss_giou_dn_3: 0.4486 (0.4705)  loss_giou_dn_4: 0.4454 (0.4686)  loss_giou_dn_5: 0.4454 (0.4687)  loss_vfl: 0.6543 (0.6997)  loss_vfl_aux_0: 0.7552 (0.8152)  loss_vfl_aux_1: 0.7082 (0.7597)  loss_vfl_aux_2: 0.6829 (0.7275)  loss_vfl_aux_3: 0.6525 (0.7119)  loss_vfl_aux_4: 0.6629 (0.7029)  loss_vfl_aux_5: 0.7628 (0.7907)  loss_vfl_dn_0: 0.4585 (0.4626)  loss_vfl_dn_1: 0.3967 (0.3997)  loss_vfl_dn_2: 0.3801 (0.3835)  loss_vfl_dn_3: 0.3700 (0.3759)  loss_vfl_dn_4: 0.3685 (0.3732)  loss_vfl_dn_5: 0.3679 (0.3724)  time: 0.4658  data: 0.0134  max mem: 5654
Epoch: [26]  [4400/7393]  eta: 0:24:00  lr: 0.000010  loss: 16.6332 (16.6760)  loss_bbox: 0.1594 (0.1623)  loss_bbox_aux_0: 0.1643 (0.1754)  loss_bbox_aux_1: 0.1601 (0.1675)  loss_bbox_aux_2: 0.1582 (0.1643)  loss_bbox_aux_3: 0.1577 (0.1623)  loss_bbox_aux_4: 0.1551 (0.1622)  loss_bbox_aux_5: 0.2086 (0.2153)  loss_bbox_dn_0: 0.2908 (0.2871)  loss_bbox_dn_1: 0.2098 (0.2186)  loss_bbox_dn_2: 0.1949 (0.1966)  loss_bbox_dn_3: 0.1865 (0.1896)  loss_bbox_dn_4: 0.1855 (0.1881)  loss_bbox_dn_5: 0.1856 (0.1881)  loss_giou: 0.5134 (0.4970)  loss_giou_aux_0: 0.5055 (0.5218)  loss_giou_aux_1: 0.4991 (0.5075)  loss_giou_aux_2: 0.5148 (0.5013)  loss_giou_aux_3: 0.5204 (0.4979)  loss_giou_aux_4: 0.5189 (0.4972)  loss_giou_aux_5: 0.5766 (0.5923)  loss_giou_dn_0: 0.6100 (0.6125)  loss_giou_dn_1: 0.5077 (0.5076)  loss_giou_dn_2: 0.4792 (0.4789)  loss_giou_dn_3: 0.4650 (0.4705)  loss_giou_dn_4: 0.4627 (0.4686)  loss_giou_dn_5: 0.4631 (0.4687)  loss_vfl: 0.6715 (0.6998)  loss_vfl_aux_0: 0.8353 (0.8156)  loss_vfl_aux_1: 0.7553 (0.7601)  loss_vfl_aux_2: 0.7181 (0.7277)  loss_vfl_aux_3: 0.6930 (0.7120)  loss_vfl_aux_4: 0.6761 (0.7030)  loss_vfl_aux_5: 0.8004 (0.7910)  loss_vfl_dn_0: 0.4544 (0.4627)  loss_vfl_dn_1: 0.3965 (0.3998)  loss_vfl_dn_2: 0.3847 (0.3836)  loss_vfl_dn_3: 0.3780 (0.3759)  loss_vfl_dn_4: 0.3749 (0.3732)  loss_vfl_dn_5: 0.3738 (0.3725)  time: 0.4575  data: 0.0134  max mem: 5654
Epoch: [26]  [4500/7393]  eta: 0:23:11  lr: 0.000010  loss: 16.7640 (16.6812)  loss_bbox: 0.1491 (0.1624)  loss_bbox_aux_0: 0.1568 (0.1755)  loss_bbox_aux_1: 0.1487 (0.1676)  loss_bbox_aux_2: 0.1527 (0.1644)  loss_bbox_aux_3: 0.1499 (0.1624)  loss_bbox_aux_4: 0.1484 (0.1623)  loss_bbox_aux_5: 0.1990 (0.2155)  loss_bbox_dn_0: 0.2714 (0.2871)  loss_bbox_dn_1: 0.1919 (0.2186)  loss_bbox_dn_2: 0.1750 (0.1965)  loss_bbox_dn_3: 0.1673 (0.1896)  loss_bbox_dn_4: 0.1688 (0.1881)  loss_bbox_dn_5: 0.1688 (0.1881)  loss_giou: 0.5104 (0.4975)  loss_giou_aux_0: 0.5478 (0.5222)  loss_giou_aux_1: 0.5461 (0.5079)  loss_giou_aux_2: 0.5228 (0.5018)  loss_giou_aux_3: 0.5138 (0.4984)  loss_giou_aux_4: 0.5105 (0.4976)  loss_giou_aux_5: 0.6110 (0.5927)  loss_giou_dn_0: 0.6296 (0.6128)  loss_giou_dn_1: 0.5350 (0.5079)  loss_giou_dn_2: 0.5124 (0.4792)  loss_giou_dn_3: 0.4983 (0.4708)  loss_giou_dn_4: 0.4954 (0.4688)  loss_giou_dn_5: 0.4955 (0.4690)  loss_vfl: 0.6756 (0.6998)  loss_vfl_aux_0: 0.7847 (0.8157)  loss_vfl_aux_1: 0.7247 (0.7600)  loss_vfl_aux_2: 0.7108 (0.7277)  loss_vfl_aux_3: 0.6766 (0.7119)  loss_vfl_aux_4: 0.6759 (0.7029)  loss_vfl_aux_5: 0.7709 (0.7910)  loss_vfl_dn_0: 0.4539 (0.4627)  loss_vfl_dn_1: 0.3947 (0.3998)  loss_vfl_dn_2: 0.3800 (0.3836)  loss_vfl_dn_3: 0.3713 (0.3760)  loss_vfl_dn_4: 0.3702 (0.3732)  loss_vfl_dn_5: 0.3687 (0.3725)  time: 0.4669  data: 0.0137  max mem: 5654
Epoch: [26]  [4600/7393]  eta: 0:22:22  lr: 0.000010  loss: 16.3009 (16.6807)  loss_bbox: 0.1679 (0.1627)  loss_bbox_aux_0: 0.1810 (0.1757)  loss_bbox_aux_1: 0.1712 (0.1678)  loss_bbox_aux_2: 0.1655 (0.1646)  loss_bbox_aux_3: 0.1623 (0.1627)  loss_bbox_aux_4: 0.1630 (0.1626)  loss_bbox_aux_5: 0.2182 (0.2157)  loss_bbox_dn_0: 0.3268 (0.2875)  loss_bbox_dn_1: 0.2400 (0.2189)  loss_bbox_dn_2: 0.2097 (0.1968)  loss_bbox_dn_3: 0.2044 (0.1899)  loss_bbox_dn_4: 0.2045 (0.1884)  loss_bbox_dn_5: 0.2046 (0.1884)  loss_giou: 0.4349 (0.4970)  loss_giou_aux_0: 0.4588 (0.5217)  loss_giou_aux_1: 0.4447 (0.5074)  loss_giou_aux_2: 0.4343 (0.5013)  loss_giou_aux_3: 0.4269 (0.4979)  loss_giou_aux_4: 0.4318 (0.4971)  loss_giou_aux_5: 0.5301 (0.5922)  loss_giou_dn_0: 0.5862 (0.6125)  loss_giou_dn_1: 0.4781 (0.5077)  loss_giou_dn_2: 0.4595 (0.4790)  loss_giou_dn_3: 0.4510 (0.4706)  loss_giou_dn_4: 0.4505 (0.4686)  loss_giou_dn_5: 0.4509 (0.4688)  loss_vfl: 0.7174 (0.6999)  loss_vfl_aux_0: 0.8374 (0.8159)  loss_vfl_aux_1: 0.7914 (0.7602)  loss_vfl_aux_2: 0.7693 (0.7278)  loss_vfl_aux_3: 0.7316 (0.7119)  loss_vfl_aux_4: 0.7223 (0.7030)  loss_vfl_aux_5: 0.8304 (0.7912)  loss_vfl_dn_0: 0.4670 (0.4627)  loss_vfl_dn_1: 0.4025 (0.3997)  loss_vfl_dn_2: 0.3869 (0.3835)  loss_vfl_dn_3: 0.3783 (0.3759)  loss_vfl_dn_4: 0.3752 (0.3732)  loss_vfl_dn_5: 0.3746 (0.3724)  time: 0.4643  data: 0.0135  max mem: 5654
Epoch: [26]  [4700/7393]  eta: 0:21:33  lr: 0.000010  loss: 16.7063 (16.6789)  loss_bbox: 0.1463 (0.1626)  loss_bbox_aux_0: 0.1688 (0.1758)  loss_bbox_aux_1: 0.1531 (0.1678)  loss_bbox_aux_2: 0.1491 (0.1646)  loss_bbox_aux_3: 0.1516 (0.1627)  loss_bbox_aux_4: 0.1463 (0.1625)  loss_bbox_aux_5: 0.2070 (0.2158)  loss_bbox_dn_0: 0.2761 (0.2877)  loss_bbox_dn_1: 0.1952 (0.2191)  loss_bbox_dn_2: 0.1818 (0.1970)  loss_bbox_dn_3: 0.1778 (0.1900)  loss_bbox_dn_4: 0.1761 (0.1885)  loss_bbox_dn_5: 0.1761 (0.1885)  loss_giou: 0.5092 (0.4964)  loss_giou_aux_0: 0.5308 (0.5212)  loss_giou_aux_1: 0.5035 (0.5069)  loss_giou_aux_2: 0.5055 (0.5007)  loss_giou_aux_3: 0.5123 (0.4973)  loss_giou_aux_4: 0.5124 (0.4965)  loss_giou_aux_5: 0.5947 (0.5916)  loss_giou_dn_0: 0.5987 (0.6123)  loss_giou_dn_1: 0.4875 (0.5074)  loss_giou_dn_2: 0.4593 (0.4787)  loss_giou_dn_3: 0.4514 (0.4703)  loss_giou_dn_4: 0.4516 (0.4683)  loss_giou_dn_5: 0.4523 (0.4685)  loss_vfl: 0.6975 (0.7002)  loss_vfl_aux_0: 0.8152 (0.8162)  loss_vfl_aux_1: 0.7630 (0.7607)  loss_vfl_aux_2: 0.7164 (0.7282)  loss_vfl_aux_3: 0.6968 (0.7123)  loss_vfl_aux_4: 0.6911 (0.7034)  loss_vfl_aux_5: 0.7770 (0.7915)  loss_vfl_dn_0: 0.4554 (0.4627)  loss_vfl_dn_1: 0.3937 (0.3998)  loss_vfl_dn_2: 0.3760 (0.3835)  loss_vfl_dn_3: 0.3670 (0.3759)  loss_vfl_dn_4: 0.3680 (0.3732)  loss_vfl_dn_5: 0.3676 (0.3724)  time: 0.4722  data: 0.0137  max mem: 5654
Epoch: [26]  [4800/7393]  eta: 0:20:44  lr: 0.000010  loss: 16.0725 (16.6741)  loss_bbox: 0.1588 (0.1627)  loss_bbox_aux_0: 0.1753 (0.1758)  loss_bbox_aux_1: 0.1572 (0.1678)  loss_bbox_aux_2: 0.1556 (0.1646)  loss_bbox_aux_3: 0.1539 (0.1627)  loss_bbox_aux_4: 0.1590 (0.1626)  loss_bbox_aux_5: 0.2007 (0.2158)  loss_bbox_dn_0: 0.2812 (0.2878)  loss_bbox_dn_1: 0.2078 (0.2191)  loss_bbox_dn_2: 0.1856 (0.1970)  loss_bbox_dn_3: 0.1729 (0.1900)  loss_bbox_dn_4: 0.1688 (0.1885)  loss_bbox_dn_5: 0.1688 (0.1885)  loss_giou: 0.4797 (0.4962)  loss_giou_aux_0: 0.4912 (0.5210)  loss_giou_aux_1: 0.4931 (0.5066)  loss_giou_aux_2: 0.4862 (0.5005)  loss_giou_aux_3: 0.4816 (0.4971)  loss_giou_aux_4: 0.4797 (0.4963)  loss_giou_aux_5: 0.5498 (0.5914)  loss_giou_dn_0: 0.5850 (0.6121)  loss_giou_dn_1: 0.4886 (0.5072)  loss_giou_dn_2: 0.4646 (0.4785)  loss_giou_dn_3: 0.4541 (0.4701)  loss_giou_dn_4: 0.4494 (0.4681)  loss_giou_dn_5: 0.4493 (0.4683)  loss_vfl: 0.6599 (0.6999)  loss_vfl_aux_0: 0.7740 (0.8158)  loss_vfl_aux_1: 0.7151 (0.7605)  loss_vfl_aux_2: 0.7020 (0.7279)  loss_vfl_aux_3: 0.6823 (0.7120)  loss_vfl_aux_4: 0.6630 (0.7030)  loss_vfl_aux_5: 0.7572 (0.7914)  loss_vfl_dn_0: 0.4662 (0.4627)  loss_vfl_dn_1: 0.4010 (0.3997)  loss_vfl_dn_2: 0.3816 (0.3835)  loss_vfl_dn_3: 0.3734 (0.3759)  loss_vfl_dn_4: 0.3738 (0.3732)  loss_vfl_dn_5: 0.3754 (0.3724)  time: 0.4843  data: 0.0134  max mem: 5654
Epoch: [26]  [4900/7393]  eta: 0:19:56  lr: 0.000010  loss: 16.7835 (16.6752)  loss_bbox: 0.1558 (0.1627)  loss_bbox_aux_0: 0.1688 (0.1759)  loss_bbox_aux_1: 0.1604 (0.1679)  loss_bbox_aux_2: 0.1564 (0.1647)  loss_bbox_aux_3: 0.1518 (0.1628)  loss_bbox_aux_4: 0.1579 (0.1626)  loss_bbox_aux_5: 0.2056 (0.2158)  loss_bbox_dn_0: 0.2571 (0.2880)  loss_bbox_dn_1: 0.1990 (0.2193)  loss_bbox_dn_2: 0.1715 (0.1972)  loss_bbox_dn_3: 0.1646 (0.1902)  loss_bbox_dn_4: 0.1633 (0.1887)  loss_bbox_dn_5: 0.1632 (0.1887)  loss_giou: 0.5515 (0.4962)  loss_giou_aux_0: 0.5736 (0.5210)  loss_giou_aux_1: 0.5661 (0.5066)  loss_giou_aux_2: 0.5584 (0.5005)  loss_giou_aux_3: 0.5560 (0.4971)  loss_giou_aux_4: 0.5514 (0.4963)  loss_giou_aux_5: 0.6175 (0.5913)  loss_giou_dn_0: 0.6313 (0.6121)  loss_giou_dn_1: 0.5234 (0.5072)  loss_giou_dn_2: 0.5000 (0.4786)  loss_giou_dn_3: 0.4942 (0.4702)  loss_giou_dn_4: 0.4947 (0.4682)  loss_giou_dn_5: 0.4946 (0.4683)  loss_vfl: 0.6831 (0.6998)  loss_vfl_aux_0: 0.8036 (0.8158)  loss_vfl_aux_1: 0.7354 (0.7605)  loss_vfl_aux_2: 0.6982 (0.7278)  loss_vfl_aux_3: 0.6846 (0.7119)  loss_vfl_aux_4: 0.6812 (0.7030)  loss_vfl_aux_5: 0.7870 (0.7915)  loss_vfl_dn_0: 0.4626 (0.4627)  loss_vfl_dn_1: 0.4017 (0.3997)  loss_vfl_dn_2: 0.3877 (0.3835)  loss_vfl_dn_3: 0.3768 (0.3759)  loss_vfl_dn_4: 0.3749 (0.3732)  loss_vfl_dn_5: 0.3719 (0.3724)  time: 0.4812  data: 0.0139  max mem: 5654
Epoch: [26]  [5000/7393]  eta: 0:19:08  lr: 0.000010  loss: 16.8660 (16.6762)  loss_bbox: 0.1580 (0.1627)  loss_bbox_aux_0: 0.1662 (0.1758)  loss_bbox_aux_1: 0.1572 (0.1678)  loss_bbox_aux_2: 0.1560 (0.1647)  loss_bbox_aux_3: 0.1527 (0.1628)  loss_bbox_aux_4: 0.1521 (0.1626)  loss_bbox_aux_5: 0.1916 (0.2157)  loss_bbox_dn_0: 0.2300 (0.2878)  loss_bbox_dn_1: 0.1781 (0.2192)  loss_bbox_dn_2: 0.1605 (0.1971)  loss_bbox_dn_3: 0.1543 (0.1902)  loss_bbox_dn_4: 0.1543 (0.1887)  loss_bbox_dn_5: 0.1543 (0.1887)  loss_giou: 0.5506 (0.4963)  loss_giou_aux_0: 0.5815 (0.5211)  loss_giou_aux_1: 0.5645 (0.5067)  loss_giou_aux_2: 0.5548 (0.5007)  loss_giou_aux_3: 0.5539 (0.4973)  loss_giou_aux_4: 0.5525 (0.4965)  loss_giou_aux_5: 0.6396 (0.5914)  loss_giou_dn_0: 0.6647 (0.6122)  loss_giou_dn_1: 0.5694 (0.5073)  loss_giou_dn_2: 0.5428 (0.4787)  loss_giou_dn_3: 0.5298 (0.4703)  loss_giou_dn_4: 0.5272 (0.4683)  loss_giou_dn_5: 0.5282 (0.4685)  loss_vfl: 0.6864 (0.6998)  loss_vfl_aux_0: 0.7839 (0.8157)  loss_vfl_aux_1: 0.7582 (0.7606)  loss_vfl_aux_2: 0.7090 (0.7277)  loss_vfl_aux_3: 0.7072 (0.7118)  loss_vfl_aux_4: 0.6873 (0.7029)  loss_vfl_aux_5: 0.7333 (0.7914)  loss_vfl_dn_0: 0.4533 (0.4627)  loss_vfl_dn_1: 0.4020 (0.3997)  loss_vfl_dn_2: 0.3882 (0.3835)  loss_vfl_dn_3: 0.3791 (0.3759)  loss_vfl_dn_4: 0.3754 (0.3732)  loss_vfl_dn_5: 0.3756 (0.3724)  time: 0.4646  data: 0.0137  max mem: 5654
Epoch: [26]  [5100/7393]  eta: 0:18:19  lr: 0.000010  loss: 16.5450 (16.6784)  loss_bbox: 0.1582 (0.1627)  loss_bbox_aux_0: 0.1750 (0.1758)  loss_bbox_aux_1: 0.1612 (0.1678)  loss_bbox_aux_2: 0.1636 (0.1647)  loss_bbox_aux_3: 0.1673 (0.1627)  loss_bbox_aux_4: 0.1582 (0.1625)  loss_bbox_aux_5: 0.2139 (0.2157)  loss_bbox_dn_0: 0.2610 (0.2878)  loss_bbox_dn_1: 0.2080 (0.2191)  loss_bbox_dn_2: 0.1891 (0.1971)  loss_bbox_dn_3: 0.1771 (0.1901)  loss_bbox_dn_4: 0.1753 (0.1886)  loss_bbox_dn_5: 0.1753 (0.1886)  loss_giou: 0.4892 (0.4966)  loss_giou_aux_0: 0.5124 (0.5214)  loss_giou_aux_1: 0.4826 (0.5069)  loss_giou_aux_2: 0.4961 (0.5010)  loss_giou_aux_3: 0.4884 (0.4976)  loss_giou_aux_4: 0.4877 (0.4968)  loss_giou_aux_5: 0.5771 (0.5917)  loss_giou_dn_0: 0.6022 (0.6123)  loss_giou_dn_1: 0.4921 (0.5074)  loss_giou_dn_2: 0.4560 (0.4787)  loss_giou_dn_3: 0.4396 (0.4704)  loss_giou_dn_4: 0.4355 (0.4684)  loss_giou_dn_5: 0.4356 (0.4686)  loss_vfl: 0.6696 (0.6998)  loss_vfl_aux_0: 0.8114 (0.8157)  loss_vfl_aux_1: 0.7498 (0.7607)  loss_vfl_aux_2: 0.7025 (0.7276)  loss_vfl_aux_3: 0.7030 (0.7117)  loss_vfl_aux_4: 0.6801 (0.7029)  loss_vfl_aux_5: 0.7859 (0.7915)  loss_vfl_dn_0: 0.4658 (0.4627)  loss_vfl_dn_1: 0.3951 (0.3997)  loss_vfl_dn_2: 0.3827 (0.3835)  loss_vfl_dn_3: 0.3727 (0.3759)  loss_vfl_dn_4: 0.3683 (0.3732)  loss_vfl_dn_5: 0.3672 (0.3724)  time: 0.4603  data: 0.0142  max mem: 5654
Epoch: [26]  [5200/7393]  eta: 0:17:31  lr: 0.000010  loss: 16.9924 (16.6777)  loss_bbox: 0.1606 (0.1627)  loss_bbox_aux_0: 0.1704 (0.1759)  loss_bbox_aux_1: 0.1598 (0.1678)  loss_bbox_aux_2: 0.1550 (0.1647)  loss_bbox_aux_3: 0.1538 (0.1628)  loss_bbox_aux_4: 0.1603 (0.1626)  loss_bbox_aux_5: 0.2098 (0.2158)  loss_bbox_dn_0: 0.2838 (0.2879)  loss_bbox_dn_1: 0.2146 (0.2192)  loss_bbox_dn_2: 0.2015 (0.1972)  loss_bbox_dn_3: 0.1935 (0.1902)  loss_bbox_dn_4: 0.1902 (0.1887)  loss_bbox_dn_5: 0.1901 (0.1887)  loss_giou: 0.5054 (0.4965)  loss_giou_aux_0: 0.5272 (0.5213)  loss_giou_aux_1: 0.5068 (0.5068)  loss_giou_aux_2: 0.5081 (0.5009)  loss_giou_aux_3: 0.5093 (0.4975)  loss_giou_aux_4: 0.5053 (0.4967)  loss_giou_aux_5: 0.5953 (0.5915)  loss_giou_dn_0: 0.6229 (0.6122)  loss_giou_dn_1: 0.5071 (0.5073)  loss_giou_dn_2: 0.4816 (0.4786)  loss_giou_dn_3: 0.4739 (0.4702)  loss_giou_dn_4: 0.4710 (0.4683)  loss_giou_dn_5: 0.4709 (0.4684)  loss_vfl: 0.7071 (0.6997)  loss_vfl_aux_0: 0.8307 (0.8157)  loss_vfl_aux_1: 0.7676 (0.7607)  loss_vfl_aux_2: 0.7214 (0.7277)  loss_vfl_aux_3: 0.7154 (0.7117)  loss_vfl_aux_4: 0.7041 (0.7028)  loss_vfl_aux_5: 0.7760 (0.7915)  loss_vfl_dn_0: 0.4611 (0.4627)  loss_vfl_dn_1: 0.3983 (0.3997)  loss_vfl_dn_2: 0.3801 (0.3835)  loss_vfl_dn_3: 0.3711 (0.3758)  loss_vfl_dn_4: 0.3688 (0.3731)  loss_vfl_dn_5: 0.3677 (0.3723)  time: 0.4571  data: 0.0134  max mem: 5654
Epoch: [26]  [5300/7393]  eta: 0:16:42  lr: 0.000010  loss: 17.0061 (16.6787)  loss_bbox: 0.1560 (0.1628)  loss_bbox_aux_0: 0.1641 (0.1760)  loss_bbox_aux_1: 0.1615 (0.1679)  loss_bbox_aux_2: 0.1609 (0.1648)  loss_bbox_aux_3: 0.1590 (0.1629)  loss_bbox_aux_4: 0.1552 (0.1627)  loss_bbox_aux_5: 0.2027 (0.2158)  loss_bbox_dn_0: 0.2885 (0.2881)  loss_bbox_dn_1: 0.2038 (0.2194)  loss_bbox_dn_2: 0.1844 (0.1974)  loss_bbox_dn_3: 0.1742 (0.1904)  loss_bbox_dn_4: 0.1730 (0.1889)  loss_bbox_dn_5: 0.1730 (0.1889)  loss_giou: 0.4471 (0.4963)  loss_giou_aux_0: 0.4826 (0.5210)  loss_giou_aux_1: 0.4592 (0.5065)  loss_giou_aux_2: 0.4526 (0.5006)  loss_giou_aux_3: 0.4492 (0.4972)  loss_giou_aux_4: 0.4428 (0.4964)  loss_giou_aux_5: 0.5282 (0.5912)  loss_giou_dn_0: 0.5993 (0.6122)  loss_giou_dn_1: 0.4845 (0.5072)  loss_giou_dn_2: 0.4571 (0.4785)  loss_giou_dn_3: 0.4477 (0.4702)  loss_giou_dn_4: 0.4476 (0.4682)  loss_giou_dn_5: 0.4472 (0.4683)  loss_vfl: 0.7089 (0.6999)  loss_vfl_aux_0: 0.8613 (0.8160)  loss_vfl_aux_1: 0.7739 (0.7611)  loss_vfl_aux_2: 0.7427 (0.7279)  loss_vfl_aux_3: 0.7273 (0.7118)  loss_vfl_aux_4: 0.7198 (0.7030)  loss_vfl_aux_5: 0.8138 (0.7917)  loss_vfl_dn_0: 0.4679 (0.4627)  loss_vfl_dn_1: 0.4019 (0.3998)  loss_vfl_dn_2: 0.3848 (0.3835)  loss_vfl_dn_3: 0.3758 (0.3759)  loss_vfl_dn_4: 0.3732 (0.3732)  loss_vfl_dn_5: 0.3700 (0.3724)  time: 0.4722  data: 0.0136  max mem: 5654
Epoch: [26]  [5400/7393]  eta: 0:15:54  lr: 0.000010  loss: 16.8560 (16.6792)  loss_bbox: 0.1584 (0.1629)  loss_bbox_aux_0: 0.1711 (0.1760)  loss_bbox_aux_1: 0.1660 (0.1680)  loss_bbox_aux_2: 0.1639 (0.1649)  loss_bbox_aux_3: 0.1579 (0.1630)  loss_bbox_aux_4: 0.1591 (0.1628)  loss_bbox_aux_5: 0.2097 (0.2159)  loss_bbox_dn_0: 0.3102 (0.2884)  loss_bbox_dn_1: 0.2406 (0.2196)  loss_bbox_dn_2: 0.2230 (0.1976)  loss_bbox_dn_3: 0.2147 (0.1906)  loss_bbox_dn_4: 0.2142 (0.1891)  loss_bbox_dn_5: 0.2141 (0.1891)  loss_giou: 0.4552 (0.4960)  loss_giou_aux_0: 0.4714 (0.5207)  loss_giou_aux_1: 0.4812 (0.5062)  loss_giou_aux_2: 0.4751 (0.5003)  loss_giou_aux_3: 0.4690 (0.4970)  loss_giou_aux_4: 0.4559 (0.4961)  loss_giou_aux_5: 0.5536 (0.5909)  loss_giou_dn_0: 0.5952 (0.6120)  loss_giou_dn_1: 0.4929 (0.5070)  loss_giou_dn_2: 0.4626 (0.4783)  loss_giou_dn_3: 0.4522 (0.4700)  loss_giou_dn_4: 0.4492 (0.4680)  loss_giou_dn_5: 0.4492 (0.4681)  loss_vfl: 0.7210 (0.7001)  loss_vfl_aux_0: 0.8558 (0.8163)  loss_vfl_aux_1: 0.7978 (0.7613)  loss_vfl_aux_2: 0.7350 (0.7281)  loss_vfl_aux_3: 0.7029 (0.7120)  loss_vfl_aux_4: 0.7154 (0.7032)  loss_vfl_aux_5: 0.8280 (0.7920)  loss_vfl_dn_0: 0.4688 (0.4628)  loss_vfl_dn_1: 0.4051 (0.3998)  loss_vfl_dn_2: 0.3868 (0.3835)  loss_vfl_dn_3: 0.3813 (0.3759)  loss_vfl_dn_4: 0.3776 (0.3732)  loss_vfl_dn_5: 0.3774 (0.3724)  time: 0.4695  data: 0.0143  max mem: 5654
Epoch: [26]  [5500/7393]  eta: 0:15:09  lr: 0.000010  loss: 16.0502 (16.6782)  loss_bbox: 0.1557 (0.1629)  loss_bbox_aux_0: 0.1640 (0.1760)  loss_bbox_aux_1: 0.1555 (0.1679)  loss_bbox_aux_2: 0.1466 (0.1648)  loss_bbox_aux_3: 0.1530 (0.1630)  loss_bbox_aux_4: 0.1516 (0.1628)  loss_bbox_aux_5: 0.2088 (0.2159)  loss_bbox_dn_0: 0.3047 (0.2884)  loss_bbox_dn_1: 0.2297 (0.2196)  loss_bbox_dn_2: 0.1958 (0.1975)  loss_bbox_dn_3: 0.1867 (0.1905)  loss_bbox_dn_4: 0.1881 (0.1891)  loss_bbox_dn_5: 0.1879 (0.1890)  loss_giou: 0.4547 (0.4960)  loss_giou_aux_0: 0.4576 (0.5208)  loss_giou_aux_1: 0.4441 (0.5063)  loss_giou_aux_2: 0.4579 (0.5004)  loss_giou_aux_3: 0.4563 (0.4971)  loss_giou_aux_4: 0.4538 (0.4962)  loss_giou_aux_5: 0.5170 (0.5910)  loss_giou_dn_0: 0.5870 (0.6121)  loss_giou_dn_1: 0.4750 (0.5071)  loss_giou_dn_2: 0.4399 (0.4784)  loss_giou_dn_3: 0.4283 (0.4700)  loss_giou_dn_4: 0.4258 (0.4680)  loss_giou_dn_5: 0.4257 (0.4682)  loss_vfl: 0.6745 (0.6999)  loss_vfl_aux_0: 0.8125 (0.8160)  loss_vfl_aux_1: 0.7336 (0.7611)  loss_vfl_aux_2: 0.7063 (0.7280)  loss_vfl_aux_3: 0.6889 (0.7117)  loss_vfl_aux_4: 0.6834 (0.7030)  loss_vfl_aux_5: 0.7805 (0.7918)  loss_vfl_dn_0: 0.4597 (0.4628)  loss_vfl_dn_1: 0.3970 (0.3998)  loss_vfl_dn_2: 0.3792 (0.3835)  loss_vfl_dn_3: 0.3732 (0.3759)  loss_vfl_dn_4: 0.3709 (0.3732)  loss_vfl_dn_5: 0.3698 (0.3724)  time: 0.4701  data: 0.0144  max mem: 5654
Epoch: [26]  [5600/7393]  eta: 0:14:21  lr: 0.000010  loss: 16.3776 (16.6772)  loss_bbox: 0.1484 (0.1629)  loss_bbox_aux_0: 0.1500 (0.1760)  loss_bbox_aux_1: 0.1446 (0.1679)  loss_bbox_aux_2: 0.1454 (0.1648)  loss_bbox_aux_3: 0.1485 (0.1630)  loss_bbox_aux_4: 0.1470 (0.1628)  loss_bbox_aux_5: 0.1822 (0.2158)  loss_bbox_dn_0: 0.2500 (0.2884)  loss_bbox_dn_1: 0.1726 (0.2196)  loss_bbox_dn_2: 0.1505 (0.1975)  loss_bbox_dn_3: 0.1462 (0.1905)  loss_bbox_dn_4: 0.1449 (0.1890)  loss_bbox_dn_5: 0.1449 (0.1890)  loss_giou: 0.4896 (0.4960)  loss_giou_aux_0: 0.4946 (0.5207)  loss_giou_aux_1: 0.4906 (0.5062)  loss_giou_aux_2: 0.4910 (0.5003)  loss_giou_aux_3: 0.4919 (0.4970)  loss_giou_aux_4: 0.4949 (0.4961)  loss_giou_aux_5: 0.5903 (0.5909)  loss_giou_dn_0: 0.5989 (0.6121)  loss_giou_dn_1: 0.4981 (0.5070)  loss_giou_dn_2: 0.4698 (0.4783)  loss_giou_dn_3: 0.4611 (0.4699)  loss_giou_dn_4: 0.4596 (0.4680)  loss_giou_dn_5: 0.4600 (0.4681)  loss_vfl: 0.6748 (0.6999)  loss_vfl_aux_0: 0.7855 (0.8161)  loss_vfl_aux_1: 0.7516 (0.7609)  loss_vfl_aux_2: 0.7058 (0.7279)  loss_vfl_aux_3: 0.6920 (0.7116)  loss_vfl_aux_4: 0.6890 (0.7030)  loss_vfl_aux_5: 0.7762 (0.7917)  loss_vfl_dn_0: 0.4600 (0.4628)  loss_vfl_dn_1: 0.3961 (0.3998)  loss_vfl_dn_2: 0.3822 (0.3836)  loss_vfl_dn_3: 0.3755 (0.3759)  loss_vfl_dn_4: 0.3727 (0.3732)  loss_vfl_dn_5: 0.3741 (0.3724)  time: 0.4673  data: 0.0143  max mem: 5654
Epoch: [26]  [5700/7393]  eta: 0:13:32  lr: 0.000010  loss: 16.9762 (16.6813)  loss_bbox: 0.1730 (0.1629)  loss_bbox_aux_0: 0.1976 (0.1761)  loss_bbox_aux_1: 0.1731 (0.1680)  loss_bbox_aux_2: 0.1759 (0.1649)  loss_bbox_aux_3: 0.1731 (0.1631)  loss_bbox_aux_4: 0.1713 (0.1628)  loss_bbox_aux_5: 0.2285 (0.2159)  loss_bbox_dn_0: 0.3003 (0.2885)  loss_bbox_dn_1: 0.2286 (0.2197)  loss_bbox_dn_2: 0.2164 (0.1976)  loss_bbox_dn_3: 0.2045 (0.1906)  loss_bbox_dn_4: 0.2020 (0.1891)  loss_bbox_dn_5: 0.2020 (0.1891)  loss_giou: 0.4862 (0.4962)  loss_giou_aux_0: 0.5117 (0.5210)  loss_giou_aux_1: 0.4922 (0.5065)  loss_giou_aux_2: 0.4873 (0.5006)  loss_giou_aux_3: 0.4807 (0.4973)  loss_giou_aux_4: 0.4873 (0.4964)  loss_giou_aux_5: 0.5584 (0.5911)  loss_giou_dn_0: 0.6145 (0.6122)  loss_giou_dn_1: 0.5043 (0.5072)  loss_giou_dn_2: 0.4790 (0.4785)  loss_giou_dn_3: 0.4748 (0.4701)  loss_giou_dn_4: 0.4734 (0.4681)  loss_giou_dn_5: 0.4734 (0.4683)  loss_vfl: 0.7089 (0.7000)  loss_vfl_aux_0: 0.7882 (0.8161)  loss_vfl_aux_1: 0.7539 (0.7609)  loss_vfl_aux_2: 0.7283 (0.7279)  loss_vfl_aux_3: 0.7275 (0.7116)  loss_vfl_aux_4: 0.7138 (0.7031)  loss_vfl_aux_5: 0.7780 (0.7916)  loss_vfl_dn_0: 0.4648 (0.4628)  loss_vfl_dn_1: 0.4012 (0.3998)  loss_vfl_dn_2: 0.3866 (0.3836)  loss_vfl_dn_3: 0.3825 (0.3760)  loss_vfl_dn_4: 0.3817 (0.3733)  loss_vfl_dn_5: 0.3808 (0.3725)  time: 0.4675  data: 0.0135  max mem: 5654
Epoch: [26]  [5800/7393]  eta: 0:12:46  lr: 0.000010  loss: 16.6060 (16.6769)  loss_bbox: 0.1586 (0.1629)  loss_bbox_aux_0: 0.1695 (0.1761)  loss_bbox_aux_1: 0.1596 (0.1680)  loss_bbox_aux_2: 0.1637 (0.1649)  loss_bbox_aux_3: 0.1597 (0.1631)  loss_bbox_aux_4: 0.1585 (0.1628)  loss_bbox_aux_5: 0.1928 (0.2159)  loss_bbox_dn_0: 0.2594 (0.2885)  loss_bbox_dn_1: 0.2008 (0.2197)  loss_bbox_dn_2: 0.1861 (0.1976)  loss_bbox_dn_3: 0.1804 (0.1906)  loss_bbox_dn_4: 0.1783 (0.1891)  loss_bbox_dn_5: 0.1783 (0.1891)  loss_giou: 0.4962 (0.4960)  loss_giou_aux_0: 0.5199 (0.5207)  loss_giou_aux_1: 0.5147 (0.5063)  loss_giou_aux_2: 0.5037 (0.5004)  loss_giou_aux_3: 0.5093 (0.4971)  loss_giou_aux_4: 0.5017 (0.4961)  loss_giou_aux_5: 0.5698 (0.5908)  loss_giou_dn_0: 0.6079 (0.6119)  loss_giou_dn_1: 0.5053 (0.5069)  loss_giou_dn_2: 0.4705 (0.4782)  loss_giou_dn_3: 0.4622 (0.4698)  loss_giou_dn_4: 0.4605 (0.4678)  loss_giou_dn_5: 0.4608 (0.4680)  loss_vfl: 0.6790 (0.7000)  loss_vfl_aux_0: 0.8243 (0.8161)  loss_vfl_aux_1: 0.7587 (0.7609)  loss_vfl_aux_2: 0.7063 (0.7278)  loss_vfl_aux_3: 0.6870 (0.7115)  loss_vfl_aux_4: 0.6943 (0.7031)  loss_vfl_aux_5: 0.7806 (0.7917)  loss_vfl_dn_0: 0.4611 (0.4627)  loss_vfl_dn_1: 0.3975 (0.3998)  loss_vfl_dn_2: 0.3868 (0.3835)  loss_vfl_dn_3: 0.3811 (0.3759)  loss_vfl_dn_4: 0.3783 (0.3732)  loss_vfl_dn_5: 0.3760 (0.3724)  time: 0.4693  data: 0.0145  max mem: 5654
Epoch: [26]  [5900/7393]  eta: 0:11:57  lr: 0.000010  loss: 16.6412 (16.6784)  loss_bbox: 0.1631 (0.1628)  loss_bbox_aux_0: 0.1807 (0.1761)  loss_bbox_aux_1: 0.1720 (0.1680)  loss_bbox_aux_2: 0.1653 (0.1649)  loss_bbox_aux_3: 0.1613 (0.1630)  loss_bbox_aux_4: 0.1634 (0.1627)  loss_bbox_aux_5: 0.2228 (0.2159)  loss_bbox_dn_0: 0.3131 (0.2885)  loss_bbox_dn_1: 0.2251 (0.2197)  loss_bbox_dn_2: 0.1976 (0.1976)  loss_bbox_dn_3: 0.1897 (0.1906)  loss_bbox_dn_4: 0.1879 (0.1891)  loss_bbox_dn_5: 0.1879 (0.1891)  loss_giou: 0.4605 (0.4961)  loss_giou_aux_0: 0.4877 (0.5209)  loss_giou_aux_1: 0.4695 (0.5065)  loss_giou_aux_2: 0.4559 (0.5006)  loss_giou_aux_3: 0.4648 (0.4973)  loss_giou_aux_4: 0.4567 (0.4963)  loss_giou_aux_5: 0.5685 (0.5909)  loss_giou_dn_0: 0.6104 (0.6120)  loss_giou_dn_1: 0.4974 (0.5070)  loss_giou_dn_2: 0.4648 (0.4783)  loss_giou_dn_3: 0.4518 (0.4699)  loss_giou_dn_4: 0.4493 (0.4680)  loss_giou_dn_5: 0.4492 (0.4681)  loss_vfl: 0.6795 (0.7000)  loss_vfl_aux_0: 0.8030 (0.8160)  loss_vfl_aux_1: 0.7439 (0.7609)  loss_vfl_aux_2: 0.7117 (0.7277)  loss_vfl_aux_3: 0.6989 (0.7115)  loss_vfl_aux_4: 0.6826 (0.7031)  loss_vfl_aux_5: 0.7909 (0.7915)  loss_vfl_dn_0: 0.4623 (0.4627)  loss_vfl_dn_1: 0.3978 (0.3998)  loss_vfl_dn_2: 0.3802 (0.3836)  loss_vfl_dn_3: 0.3707 (0.3760)  loss_vfl_dn_4: 0.3684 (0.3733)  loss_vfl_dn_5: 0.3696 (0.3725)  time: 0.4676  data: 0.0138  max mem: 5654
Epoch: [26]  [6000/7393]  eta: 0:11:09  lr: 0.000010  loss: 16.6847 (16.6760)  loss_bbox: 0.1622 (0.1629)  loss_bbox_aux_0: 0.1672 (0.1761)  loss_bbox_aux_1: 0.1513 (0.1680)  loss_bbox_aux_2: 0.1613 (0.1649)  loss_bbox_aux_3: 0.1604 (0.1631)  loss_bbox_aux_4: 0.1617 (0.1628)  loss_bbox_aux_5: 0.2269 (0.2159)  loss_bbox_dn_0: 0.2862 (0.2883)  loss_bbox_dn_1: 0.2283 (0.2196)  loss_bbox_dn_2: 0.2028 (0.1975)  loss_bbox_dn_3: 0.1941 (0.1905)  loss_bbox_dn_4: 0.1940 (0.1890)  loss_bbox_dn_5: 0.1940 (0.1890)  loss_giou: 0.4216 (0.4960)  loss_giou_aux_0: 0.4385 (0.5208)  loss_giou_aux_1: 0.4275 (0.5063)  loss_giou_aux_2: 0.4310 (0.5005)  loss_giou_aux_3: 0.4300 (0.4971)  loss_giou_aux_4: 0.4343 (0.4962)  loss_giou_aux_5: 0.5202 (0.5908)  loss_giou_dn_0: 0.5763 (0.6118)  loss_giou_dn_1: 0.4671 (0.5069)  loss_giou_dn_2: 0.4438 (0.4782)  loss_giou_dn_3: 0.4280 (0.4698)  loss_giou_dn_4: 0.4254 (0.4679)  loss_giou_dn_5: 0.4253 (0.4680)  loss_vfl: 0.6886 (0.7000)  loss_vfl_aux_0: 0.8143 (0.8158)  loss_vfl_aux_1: 0.7492 (0.7609)  loss_vfl_aux_2: 0.7137 (0.7277)  loss_vfl_aux_3: 0.7016 (0.7115)  loss_vfl_aux_4: 0.6934 (0.7031)  loss_vfl_aux_5: 0.8097 (0.7914)  loss_vfl_dn_0: 0.4600 (0.4627)  loss_vfl_dn_1: 0.3898 (0.3997)  loss_vfl_dn_2: 0.3762 (0.3835)  loss_vfl_dn_3: 0.3680 (0.3759)  loss_vfl_dn_4: 0.3663 (0.3732)  loss_vfl_dn_5: 0.3650 (0.3724)  time: 0.4596  data: 0.0134  max mem: 5654
Epoch: [26]  [6100/7393]  eta: 0:10:20  lr: 0.000010  loss: 17.1173 (16.6782)  loss_bbox: 0.1571 (0.1630)  loss_bbox_aux_0: 0.1702 (0.1761)  loss_bbox_aux_1: 0.1583 (0.1680)  loss_bbox_aux_2: 0.1585 (0.1649)  loss_bbox_aux_3: 0.1526 (0.1631)  loss_bbox_aux_4: 0.1528 (0.1629)  loss_bbox_aux_5: 0.2074 (0.2159)  loss_bbox_dn_0: 0.2602 (0.2884)  loss_bbox_dn_1: 0.1968 (0.2197)  loss_bbox_dn_2: 0.1836 (0.1977)  loss_bbox_dn_3: 0.1789 (0.1907)  loss_bbox_dn_4: 0.1770 (0.1892)  loss_bbox_dn_5: 0.1770 (0.1892)  loss_giou: 0.4758 (0.4959)  loss_giou_aux_0: 0.4951 (0.5205)  loss_giou_aux_1: 0.4734 (0.5061)  loss_giou_aux_2: 0.4646 (0.5002)  loss_giou_aux_3: 0.4763 (0.4970)  loss_giou_aux_4: 0.4758 (0.4960)  loss_giou_aux_5: 0.5693 (0.5906)  loss_giou_dn_0: 0.5865 (0.6118)  loss_giou_dn_1: 0.4835 (0.5069)  loss_giou_dn_2: 0.4555 (0.4782)  loss_giou_dn_3: 0.4435 (0.4698)  loss_giou_dn_4: 0.4408 (0.4679)  loss_giou_dn_5: 0.4414 (0.4680)  loss_vfl: 0.6753 (0.7002)  loss_vfl_aux_0: 0.8090 (0.8163)  loss_vfl_aux_1: 0.7416 (0.7613)  loss_vfl_aux_2: 0.7265 (0.7281)  loss_vfl_aux_3: 0.6870 (0.7118)  loss_vfl_aux_4: 0.6809 (0.7033)  loss_vfl_aux_5: 0.7823 (0.7917)  loss_vfl_dn_0: 0.4632 (0.4627)  loss_vfl_dn_1: 0.4048 (0.3998)  loss_vfl_dn_2: 0.3835 (0.3836)  loss_vfl_dn_3: 0.3788 (0.3760)  loss_vfl_dn_4: 0.3759 (0.3733)  loss_vfl_dn_5: 0.3754 (0.3725)  time: 0.4610  data: 0.0134  max mem: 5654
Epoch: [26]  [6200/7393]  eta: 0:09:32  lr: 0.000010  loss: 16.6661 (16.6776)  loss_bbox: 0.1654 (0.1630)  loss_bbox_aux_0: 0.1728 (0.1761)  loss_bbox_aux_1: 0.1711 (0.1680)  loss_bbox_aux_2: 0.1622 (0.1650)  loss_bbox_aux_3: 0.1689 (0.1632)  loss_bbox_aux_4: 0.1673 (0.1629)  loss_bbox_aux_5: 0.2170 (0.2160)  loss_bbox_dn_0: 0.2758 (0.2885)  loss_bbox_dn_1: 0.2144 (0.2198)  loss_bbox_dn_2: 0.1920 (0.1977)  loss_bbox_dn_3: 0.1805 (0.1907)  loss_bbox_dn_4: 0.1811 (0.1892)  loss_bbox_dn_5: 0.1811 (0.1892)  loss_giou: 0.4762 (0.4958)  loss_giou_aux_0: 0.4977 (0.5204)  loss_giou_aux_1: 0.4710 (0.5060)  loss_giou_aux_2: 0.4721 (0.5001)  loss_giou_aux_3: 0.4672 (0.4969)  loss_giou_aux_4: 0.4706 (0.4959)  loss_giou_aux_5: 0.5640 (0.5904)  loss_giou_dn_0: 0.6094 (0.6117)  loss_giou_dn_1: 0.4934 (0.5069)  loss_giou_dn_2: 0.4669 (0.4781)  loss_giou_dn_3: 0.4586 (0.4697)  loss_giou_dn_4: 0.4576 (0.4678)  loss_giou_dn_5: 0.4576 (0.4679)  loss_vfl: 0.7045 (0.7002)  loss_vfl_aux_0: 0.7881 (0.8164)  loss_vfl_aux_1: 0.7410 (0.7613)  loss_vfl_aux_2: 0.7337 (0.7282)  loss_vfl_aux_3: 0.7083 (0.7117)  loss_vfl_aux_4: 0.7125 (0.7034)  loss_vfl_aux_5: 0.7729 (0.7918)  loss_vfl_dn_0: 0.4609 (0.4627)  loss_vfl_dn_1: 0.4029 (0.3998)  loss_vfl_dn_2: 0.3840 (0.3836)  loss_vfl_dn_3: 0.3790 (0.3760)  loss_vfl_dn_4: 0.3778 (0.3733)  loss_vfl_dn_5: 0.3774 (0.3725)  time: 0.4496  data: 0.0137  max mem: 5654
Epoch: [26]  [6300/7393]  eta: 0:08:44  lr: 0.000010  loss: 16.1977 (16.6769)  loss_bbox: 0.1728 (0.1630)  loss_bbox_aux_0: 0.1801 (0.1761)  loss_bbox_aux_1: 0.1690 (0.1681)  loss_bbox_aux_2: 0.1653 (0.1650)  loss_bbox_aux_3: 0.1594 (0.1632)  loss_bbox_aux_4: 0.1683 (0.1629)  loss_bbox_aux_5: 0.2165 (0.2159)  loss_bbox_dn_0: 0.2958 (0.2886)  loss_bbox_dn_1: 0.2161 (0.2198)  loss_bbox_dn_2: 0.1982 (0.1977)  loss_bbox_dn_3: 0.1944 (0.1908)  loss_bbox_dn_4: 0.1921 (0.1893)  loss_bbox_dn_5: 0.1921 (0.1893)  loss_giou: 0.4347 (0.4959)  loss_giou_aux_0: 0.4745 (0.5204)  loss_giou_aux_1: 0.4643 (0.5061)  loss_giou_aux_2: 0.4639 (0.5002)  loss_giou_aux_3: 0.4344 (0.4970)  loss_giou_aux_4: 0.4348 (0.4960)  loss_giou_aux_5: 0.5467 (0.5905)  loss_giou_dn_0: 0.5982 (0.6117)  loss_giou_dn_1: 0.4947 (0.5069)  loss_giou_dn_2: 0.4606 (0.4782)  loss_giou_dn_3: 0.4525 (0.4698)  loss_giou_dn_4: 0.4499 (0.4678)  loss_giou_dn_5: 0.4496 (0.4680)  loss_vfl: 0.6698 (0.7000)  loss_vfl_aux_0: 0.7963 (0.8162)  loss_vfl_aux_1: 0.7363 (0.7610)  loss_vfl_aux_2: 0.7100 (0.7279)  loss_vfl_aux_3: 0.6819 (0.7115)  loss_vfl_aux_4: 0.6729 (0.7032)  loss_vfl_aux_5: 0.7717 (0.7916)  loss_vfl_dn_0: 0.4621 (0.4626)  loss_vfl_dn_1: 0.3952 (0.3998)  loss_vfl_dn_2: 0.3822 (0.3836)  loss_vfl_dn_3: 0.3764 (0.3760)  loss_vfl_dn_4: 0.3721 (0.3732)  loss_vfl_dn_5: 0.3743 (0.3725)  time: 0.4720  data: 0.0139  max mem: 5654
Epoch: [26]  [6400/7393]  eta: 0:07:56  lr: 0.000010  loss: 16.1578 (16.6760)  loss_bbox: 0.1404 (0.1630)  loss_bbox_aux_0: 0.1570 (0.1760)  loss_bbox_aux_1: 0.1452 (0.1680)  loss_bbox_aux_2: 0.1421 (0.1649)  loss_bbox_aux_3: 0.1429 (0.1632)  loss_bbox_aux_4: 0.1403 (0.1629)  loss_bbox_aux_5: 0.1862 (0.2159)  loss_bbox_dn_0: 0.2534 (0.2885)  loss_bbox_dn_1: 0.1904 (0.2198)  loss_bbox_dn_2: 0.1635 (0.1977)  loss_bbox_dn_3: 0.1576 (0.1907)  loss_bbox_dn_4: 0.1567 (0.1892)  loss_bbox_dn_5: 0.1567 (0.1892)  loss_giou: 0.4597 (0.4958)  loss_giou_aux_0: 0.4836 (0.5203)  loss_giou_aux_1: 0.4621 (0.5060)  loss_giou_aux_2: 0.4689 (0.5001)  loss_giou_aux_3: 0.4601 (0.4969)  loss_giou_aux_4: 0.4705 (0.4959)  loss_giou_aux_5: 0.5709 (0.5903)  loss_giou_dn_0: 0.6035 (0.6117)  loss_giou_dn_1: 0.5012 (0.5069)  loss_giou_dn_2: 0.4721 (0.4781)  loss_giou_dn_3: 0.4667 (0.4697)  loss_giou_dn_4: 0.4667 (0.4678)  loss_giou_dn_5: 0.4666 (0.4679)  loss_vfl: 0.6813 (0.7001)  loss_vfl_aux_0: 0.7787 (0.8162)  loss_vfl_aux_1: 0.7120 (0.7610)  loss_vfl_aux_2: 0.6899 (0.7280)  loss_vfl_aux_3: 0.6908 (0.7115)  loss_vfl_aux_4: 0.6816 (0.7033)  loss_vfl_aux_5: 0.7679 (0.7917)  loss_vfl_dn_0: 0.4686 (0.4627)  loss_vfl_dn_1: 0.3961 (0.3998)  loss_vfl_dn_2: 0.3821 (0.3836)  loss_vfl_dn_3: 0.3737 (0.3760)  loss_vfl_dn_4: 0.3720 (0.3733)  loss_vfl_dn_5: 0.3709 (0.3725)  time: 0.4658  data: 0.0143  max mem: 5654
Epoch: [26]  [6500/7393]  eta: 0:07:07  lr: 0.000010  loss: 16.8143 (16.6743)  loss_bbox: 0.1673 (0.1630)  loss_bbox_aux_0: 0.1774 (0.1760)  loss_bbox_aux_1: 0.1654 (0.1680)  loss_bbox_aux_2: 0.1699 (0.1650)  loss_bbox_aux_3: 0.1655 (0.1632)  loss_bbox_aux_4: 0.1608 (0.1629)  loss_bbox_aux_5: 0.2147 (0.2159)  loss_bbox_dn_0: 0.2758 (0.2886)  loss_bbox_dn_1: 0.2067 (0.2198)  loss_bbox_dn_2: 0.1843 (0.1978)  loss_bbox_dn_3: 0.1793 (0.1908)  loss_bbox_dn_4: 0.1807 (0.1893)  loss_bbox_dn_5: 0.1809 (0.1893)  loss_giou: 0.4716 (0.4956)  loss_giou_aux_0: 0.5183 (0.5201)  loss_giou_aux_1: 0.4856 (0.5058)  loss_giou_aux_2: 0.4789 (0.4999)  loss_giou_aux_3: 0.4802 (0.4967)  loss_giou_aux_4: 0.4742 (0.4957)  loss_giou_aux_5: 0.5868 (0.5901)  loss_giou_dn_0: 0.6134 (0.6115)  loss_giou_dn_1: 0.5016 (0.5067)  loss_giou_dn_2: 0.4727 (0.4780)  loss_giou_dn_3: 0.4663 (0.4695)  loss_giou_dn_4: 0.4642 (0.4676)  loss_giou_dn_5: 0.4640 (0.4677)  loss_vfl: 0.6763 (0.7002)  loss_vfl_aux_0: 0.7921 (0.8163)  loss_vfl_aux_1: 0.7727 (0.7611)  loss_vfl_aux_2: 0.7029 (0.7281)  loss_vfl_aux_3: 0.6880 (0.7116)  loss_vfl_aux_4: 0.6817 (0.7033)  loss_vfl_aux_5: 0.7517 (0.7917)  loss_vfl_dn_0: 0.4686 (0.4626)  loss_vfl_dn_1: 0.3993 (0.3997)  loss_vfl_dn_2: 0.3830 (0.3836)  loss_vfl_dn_3: 0.3787 (0.3760)  loss_vfl_dn_4: 0.3769 (0.3733)  loss_vfl_dn_5: 0.3764 (0.3725)  time: 0.4841  data: 0.0140  max mem: 5654
Epoch: [26]  [6600/7393]  eta: 0:06:20  lr: 0.000010  loss: 16.4861 (16.6748)  loss_bbox: 0.1723 (0.1630)  loss_bbox_aux_0: 0.1817 (0.1760)  loss_bbox_aux_1: 0.1774 (0.1680)  loss_bbox_aux_2: 0.1764 (0.1650)  loss_bbox_aux_3: 0.1752 (0.1632)  loss_bbox_aux_4: 0.1724 (0.1629)  loss_bbox_aux_5: 0.2383 (0.2160)  loss_bbox_dn_0: 0.3019 (0.2886)  loss_bbox_dn_1: 0.2336 (0.2199)  loss_bbox_dn_2: 0.2144 (0.1978)  loss_bbox_dn_3: 0.2099 (0.1908)  loss_bbox_dn_4: 0.2089 (0.1893)  loss_bbox_dn_5: 0.2089 (0.1893)  loss_giou: 0.4652 (0.4957)  loss_giou_aux_0: 0.4881 (0.5202)  loss_giou_aux_1: 0.4746 (0.5059)  loss_giou_aux_2: 0.4665 (0.5001)  loss_giou_aux_3: 0.4808 (0.4969)  loss_giou_aux_4: 0.4683 (0.4959)  loss_giou_aux_5: 0.5489 (0.5903)  loss_giou_dn_0: 0.6052 (0.6115)  loss_giou_dn_1: 0.4984 (0.5068)  loss_giou_dn_2: 0.4631 (0.4780)  loss_giou_dn_3: 0.4548 (0.4696)  loss_giou_dn_4: 0.4534 (0.4676)  loss_giou_dn_5: 0.4536 (0.4678)  loss_vfl: 0.7088 (0.7000)  loss_vfl_aux_0: 0.8178 (0.8162)  loss_vfl_aux_1: 0.7606 (0.7610)  loss_vfl_aux_2: 0.7317 (0.7279)  loss_vfl_aux_3: 0.7246 (0.7114)  loss_vfl_aux_4: 0.7200 (0.7031)  loss_vfl_aux_5: 0.7848 (0.7915)  loss_vfl_dn_0: 0.4643 (0.4626)  loss_vfl_dn_1: 0.3992 (0.3997)  loss_vfl_dn_2: 0.3820 (0.3836)  loss_vfl_dn_3: 0.3722 (0.3760)  loss_vfl_dn_4: 0.3704 (0.3733)  loss_vfl_dn_5: 0.3694 (0.3725)  time: 0.4611  data: 0.0137  max mem: 5654
Epoch: [26]  [6700/7393]  eta: 0:05:32  lr: 0.000010  loss: 16.7950 (16.6749)  loss_bbox: 0.1530 (0.1630)  loss_bbox_aux_0: 0.1680 (0.1759)  loss_bbox_aux_1: 0.1572 (0.1680)  loss_bbox_aux_2: 0.1634 (0.1650)  loss_bbox_aux_3: 0.1527 (0.1632)  loss_bbox_aux_4: 0.1535 (0.1629)  loss_bbox_aux_5: 0.1995 (0.2159)  loss_bbox_dn_0: 0.2701 (0.2886)  loss_bbox_dn_1: 0.2138 (0.2198)  loss_bbox_dn_2: 0.2011 (0.1977)  loss_bbox_dn_3: 0.1951 (0.1908)  loss_bbox_dn_4: 0.1909 (0.1893)  loss_bbox_dn_5: 0.1904 (0.1893)  loss_giou: 0.5017 (0.4958)  loss_giou_aux_0: 0.5137 (0.5203)  loss_giou_aux_1: 0.5106 (0.5060)  loss_giou_aux_2: 0.5066 (0.5002)  loss_giou_aux_3: 0.5008 (0.4969)  loss_giou_aux_4: 0.5114 (0.4959)  loss_giou_aux_5: 0.5807 (0.5903)  loss_giou_dn_0: 0.6022 (0.6116)  loss_giou_dn_1: 0.4983 (0.5068)  loss_giou_dn_2: 0.4730 (0.4781)  loss_giou_dn_3: 0.4676 (0.4696)  loss_giou_dn_4: 0.4666 (0.4677)  loss_giou_dn_5: 0.4662 (0.4678)  loss_vfl: 0.7331 (0.7000)  loss_vfl_aux_0: 0.8428 (0.8162)  loss_vfl_aux_1: 0.7966 (0.7609)  loss_vfl_aux_2: 0.7423 (0.7278)  loss_vfl_aux_3: 0.7415 (0.7114)  loss_vfl_aux_4: 0.7239 (0.7031)  loss_vfl_aux_5: 0.7918 (0.7914)  loss_vfl_dn_0: 0.4701 (0.4626)  loss_vfl_dn_1: 0.4068 (0.3998)  loss_vfl_dn_2: 0.3884 (0.3836)  loss_vfl_dn_3: 0.3796 (0.3760)  loss_vfl_dn_4: 0.3806 (0.3733)  loss_vfl_dn_5: 0.3790 (0.3725)  time: 0.4676  data: 0.0144  max mem: 5654
Epoch: [26]  [6800/7393]  eta: 0:04:44  lr: 0.000010  loss: 16.8338 (16.6751)  loss_bbox: 0.1637 (0.1631)  loss_bbox_aux_0: 0.1728 (0.1760)  loss_bbox_aux_1: 0.1685 (0.1681)  loss_bbox_aux_2: 0.1658 (0.1651)  loss_bbox_aux_3: 0.1583 (0.1633)  loss_bbox_aux_4: 0.1631 (0.1629)  loss_bbox_aux_5: 0.2058 (0.2161)  loss_bbox_dn_0: 0.2879 (0.2888)  loss_bbox_dn_1: 0.2111 (0.2200)  loss_bbox_dn_2: 0.1866 (0.1979)  loss_bbox_dn_3: 0.1809 (0.1909)  loss_bbox_dn_4: 0.1762 (0.1894)  loss_bbox_dn_5: 0.1762 (0.1894)  loss_giou: 0.4975 (0.4955)  loss_giou_aux_0: 0.5084 (0.5200)  loss_giou_aux_1: 0.4978 (0.5057)  loss_giou_aux_2: 0.5087 (0.4998)  loss_giou_aux_3: 0.4906 (0.4966)  loss_giou_aux_4: 0.4974 (0.4956)  loss_giou_aux_5: 0.5746 (0.5900)  loss_giou_dn_0: 0.6123 (0.6114)  loss_giou_dn_1: 0.5156 (0.5066)  loss_giou_dn_2: 0.4879 (0.4779)  loss_giou_dn_3: 0.4773 (0.4695)  loss_giou_dn_4: 0.4766 (0.4675)  loss_giou_dn_5: 0.4770 (0.4676)  loss_vfl: 0.6814 (0.7002)  loss_vfl_aux_0: 0.7692 (0.8166)  loss_vfl_aux_1: 0.7250 (0.7613)  loss_vfl_aux_2: 0.7028 (0.7280)  loss_vfl_aux_3: 0.6957 (0.7116)  loss_vfl_aux_4: 0.6950 (0.7033)  loss_vfl_aux_5: 0.7220 (0.7918)  loss_vfl_dn_0: 0.4647 (0.4626)  loss_vfl_dn_1: 0.4034 (0.3998)  loss_vfl_dn_2: 0.3822 (0.3836)  loss_vfl_dn_3: 0.3720 (0.3760)  loss_vfl_dn_4: 0.3690 (0.3733)  loss_vfl_dn_5: 0.3688 (0.3725)  time: 0.4792  data: 0.0138  max mem: 5654
Epoch: [26]  [6900/7393]  eta: 0:03:56  lr: 0.000010  loss: 16.2734 (16.6766)  loss_bbox: 0.1609 (0.1632)  loss_bbox_aux_0: 0.1726 (0.1761)  loss_bbox_aux_1: 0.1616 (0.1682)  loss_bbox_aux_2: 0.1626 (0.1652)  loss_bbox_aux_3: 0.1628 (0.1634)  loss_bbox_aux_4: 0.1573 (0.1631)  loss_bbox_aux_5: 0.2166 (0.2162)  loss_bbox_dn_0: 0.3095 (0.2890)  loss_bbox_dn_1: 0.2389 (0.2202)  loss_bbox_dn_2: 0.2213 (0.1981)  loss_bbox_dn_3: 0.2102 (0.1911)  loss_bbox_dn_4: 0.2085 (0.1897)  loss_bbox_dn_5: 0.2085 (0.1897)  loss_giou: 0.4542 (0.4953)  loss_giou_aux_0: 0.4855 (0.5198)  loss_giou_aux_1: 0.4790 (0.5055)  loss_giou_aux_2: 0.4687 (0.4997)  loss_giou_aux_3: 0.4565 (0.4964)  loss_giou_aux_4: 0.4540 (0.4954)  loss_giou_aux_5: 0.5589 (0.5898)  loss_giou_dn_0: 0.5945 (0.6113)  loss_giou_dn_1: 0.4855 (0.5066)  loss_giou_dn_2: 0.4588 (0.4778)  loss_giou_dn_3: 0.4534 (0.4694)  loss_giou_dn_4: 0.4516 (0.4674)  loss_giou_dn_5: 0.4518 (0.4676)  loss_vfl: 0.6929 (0.7003)  loss_vfl_aux_0: 0.8192 (0.8168)  loss_vfl_aux_1: 0.7625 (0.7614)  loss_vfl_aux_2: 0.7212 (0.7281)  loss_vfl_aux_3: 0.6934 (0.7117)  loss_vfl_aux_4: 0.6925 (0.7035)  loss_vfl_aux_5: 0.7715 (0.7920)  loss_vfl_dn_0: 0.4592 (0.4626)  loss_vfl_dn_1: 0.3982 (0.3997)  loss_vfl_dn_2: 0.3809 (0.3836)  loss_vfl_dn_3: 0.3718 (0.3760)  loss_vfl_dn_4: 0.3726 (0.3733)  loss_vfl_dn_5: 0.3729 (0.3725)  time: 0.4684  data: 0.0150  max mem: 5654
Epoch: [26]  [7000/7393]  eta: 0:03:08  lr: 0.000010  loss: 16.9056 (16.6785)  loss_bbox: 0.1477 (0.1632)  loss_bbox_aux_0: 0.1630 (0.1761)  loss_bbox_aux_1: 0.1492 (0.1682)  loss_bbox_aux_2: 0.1538 (0.1653)  loss_bbox_aux_3: 0.1494 (0.1635)  loss_bbox_aux_4: 0.1459 (0.1631)  loss_bbox_aux_5: 0.1881 (0.2161)  loss_bbox_dn_0: 0.2547 (0.2890)  loss_bbox_dn_1: 0.1893 (0.2202)  loss_bbox_dn_2: 0.1736 (0.1981)  loss_bbox_dn_3: 0.1721 (0.1911)  loss_bbox_dn_4: 0.1707 (0.1897)  loss_bbox_dn_5: 0.1708 (0.1897)  loss_giou: 0.5064 (0.4954)  loss_giou_aux_0: 0.5298 (0.5199)  loss_giou_aux_1: 0.5178 (0.5056)  loss_giou_aux_2: 0.5089 (0.4998)  loss_giou_aux_3: 0.5067 (0.4965)  loss_giou_aux_4: 0.5058 (0.4956)  loss_giou_aux_5: 0.5900 (0.5899)  loss_giou_dn_0: 0.6277 (0.6114)  loss_giou_dn_1: 0.5167 (0.5067)  loss_giou_dn_2: 0.4887 (0.4780)  loss_giou_dn_3: 0.4820 (0.4695)  loss_giou_dn_4: 0.4824 (0.4676)  loss_giou_dn_5: 0.4828 (0.4677)  loss_vfl: 0.6933 (0.7004)  loss_vfl_aux_0: 0.7799 (0.8168)  loss_vfl_aux_1: 0.7343 (0.7615)  loss_vfl_aux_2: 0.7239 (0.7281)  loss_vfl_aux_3: 0.7047 (0.7117)  loss_vfl_aux_4: 0.6867 (0.7035)  loss_vfl_aux_5: 0.7657 (0.7919)  loss_vfl_dn_0: 0.4581 (0.4626)  loss_vfl_dn_1: 0.4006 (0.3998)  loss_vfl_dn_2: 0.3853 (0.3836)  loss_vfl_dn_3: 0.3818 (0.3760)  loss_vfl_dn_4: 0.3767 (0.3733)  loss_vfl_dn_5: 0.3765 (0.3725)  time: 0.4847  data: 0.0142  max mem: 5654
Epoch: [26]  [7100/7393]  eta: 0:02:20  lr: 0.000010  loss: 16.7163 (16.6775)  loss_bbox: 0.1653 (0.1632)  loss_bbox_aux_0: 0.1765 (0.1760)  loss_bbox_aux_1: 0.1697 (0.1682)  loss_bbox_aux_2: 0.1644 (0.1652)  loss_bbox_aux_3: 0.1616 (0.1634)  loss_bbox_aux_4: 0.1637 (0.1631)  loss_bbox_aux_5: 0.2254 (0.2161)  loss_bbox_dn_0: 0.2800 (0.2890)  loss_bbox_dn_1: 0.2171 (0.2202)  loss_bbox_dn_2: 0.1974 (0.1981)  loss_bbox_dn_3: 0.1930 (0.1911)  loss_bbox_dn_4: 0.1903 (0.1897)  loss_bbox_dn_5: 0.1902 (0.1897)  loss_giou: 0.5002 (0.4954)  loss_giou_aux_0: 0.5096 (0.5199)  loss_giou_aux_1: 0.5054 (0.5056)  loss_giou_aux_2: 0.5067 (0.4998)  loss_giou_aux_3: 0.5016 (0.4966)  loss_giou_aux_4: 0.5044 (0.4956)  loss_giou_aux_5: 0.6176 (0.5899)  loss_giou_dn_0: 0.6214 (0.6114)  loss_giou_dn_1: 0.5250 (0.5067)  loss_giou_dn_2: 0.5036 (0.4780)  loss_giou_dn_3: 0.4961 (0.4696)  loss_giou_dn_4: 0.4938 (0.4676)  loss_giou_dn_5: 0.4937 (0.4678)  loss_vfl: 0.7004 (0.7002)  loss_vfl_aux_0: 0.8197 (0.8167)  loss_vfl_aux_1: 0.7705 (0.7614)  loss_vfl_aux_2: 0.7200 (0.7280)  loss_vfl_aux_3: 0.7125 (0.7116)  loss_vfl_aux_4: 0.7132 (0.7034)  loss_vfl_aux_5: 0.8010 (0.7918)  loss_vfl_dn_0: 0.4677 (0.4626)  loss_vfl_dn_1: 0.4136 (0.3998)  loss_vfl_dn_2: 0.3885 (0.3836)  loss_vfl_dn_3: 0.3818 (0.3760)  loss_vfl_dn_4: 0.3804 (0.3733)  loss_vfl_dn_5: 0.3783 (0.3725)  time: 0.4771  data: 0.0147  max mem: 5654
Epoch: [26]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 16.8372 (16.6800)  loss_bbox: 0.1572 (0.1632)  loss_bbox_aux_0: 0.1592 (0.1760)  loss_bbox_aux_1: 0.1597 (0.1682)  loss_bbox_aux_2: 0.1535 (0.1652)  loss_bbox_aux_3: 0.1592 (0.1634)  loss_bbox_aux_4: 0.1534 (0.1631)  loss_bbox_aux_5: 0.2063 (0.2161)  loss_bbox_dn_0: 0.2602 (0.2890)  loss_bbox_dn_1: 0.1928 (0.2203)  loss_bbox_dn_2: 0.1753 (0.1982)  loss_bbox_dn_3: 0.1641 (0.1912)  loss_bbox_dn_4: 0.1656 (0.1897)  loss_bbox_dn_5: 0.1656 (0.1897)  loss_giou: 0.4790 (0.4956)  loss_giou_aux_0: 0.4944 (0.5200)  loss_giou_aux_1: 0.4620 (0.5057)  loss_giou_aux_2: 0.4779 (0.4999)  loss_giou_aux_3: 0.4785 (0.4967)  loss_giou_aux_4: 0.4792 (0.4958)  loss_giou_aux_5: 0.5897 (0.5900)  loss_giou_dn_0: 0.6092 (0.6116)  loss_giou_dn_1: 0.4866 (0.5069)  loss_giou_dn_2: 0.4580 (0.4781)  loss_giou_dn_3: 0.4524 (0.4697)  loss_giou_dn_4: 0.4499 (0.4677)  loss_giou_dn_5: 0.4504 (0.4679)  loss_vfl: 0.6554 (0.7001)  loss_vfl_aux_0: 0.8006 (0.8167)  loss_vfl_aux_1: 0.7581 (0.7615)  loss_vfl_aux_2: 0.6989 (0.7281)  loss_vfl_aux_3: 0.6602 (0.7116)  loss_vfl_aux_4: 0.6592 (0.7033)  loss_vfl_aux_5: 0.7753 (0.7917)  loss_vfl_dn_0: 0.4646 (0.4626)  loss_vfl_dn_1: 0.3976 (0.3998)  loss_vfl_dn_2: 0.3822 (0.3836)  loss_vfl_dn_3: 0.3748 (0.3760)  loss_vfl_dn_4: 0.3721 (0.3734)  loss_vfl_dn_5: 0.3716 (0.3725)  time: 0.4715  data: 0.0146  max mem: 5654
Epoch: [26]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 16.8619 (16.6819)  loss_bbox: 0.1360 (0.1632)  loss_bbox_aux_0: 0.1485 (0.1760)  loss_bbox_aux_1: 0.1333 (0.1682)  loss_bbox_aux_2: 0.1307 (0.1652)  loss_bbox_aux_3: 0.1368 (0.1634)  loss_bbox_aux_4: 0.1360 (0.1631)  loss_bbox_aux_5: 0.1938 (0.2160)  loss_bbox_dn_0: 0.2410 (0.2890)  loss_bbox_dn_1: 0.1851 (0.2203)  loss_bbox_dn_2: 0.1638 (0.1982)  loss_bbox_dn_3: 0.1568 (0.1912)  loss_bbox_dn_4: 0.1567 (0.1897)  loss_bbox_dn_5: 0.1568 (0.1897)  loss_giou: 0.4852 (0.4959)  loss_giou_aux_0: 0.5170 (0.5202)  loss_giou_aux_1: 0.5030 (0.5059)  loss_giou_aux_2: 0.4858 (0.5001)  loss_giou_aux_3: 0.4881 (0.4970)  loss_giou_aux_4: 0.4791 (0.4960)  loss_giou_aux_5: 0.5701 (0.5901)  loss_giou_dn_0: 0.6182 (0.6117)  loss_giou_dn_1: 0.5020 (0.5070)  loss_giou_dn_2: 0.4720 (0.4782)  loss_giou_dn_3: 0.4605 (0.4698)  loss_giou_dn_4: 0.4597 (0.4678)  loss_giou_dn_5: 0.4597 (0.4680)  loss_vfl: 0.6979 (0.7001)  loss_vfl_aux_0: 0.8381 (0.8167)  loss_vfl_aux_1: 0.7855 (0.7616)  loss_vfl_aux_2: 0.7590 (0.7283)  loss_vfl_aux_3: 0.7311 (0.7116)  loss_vfl_aux_4: 0.7076 (0.7033)  loss_vfl_aux_5: 0.8020 (0.7917)  loss_vfl_dn_0: 0.4635 (0.4626)  loss_vfl_dn_1: 0.4008 (0.3998)  loss_vfl_dn_2: 0.3846 (0.3836)  loss_vfl_dn_3: 0.3791 (0.3761)  loss_vfl_dn_4: 0.3737 (0.3734)  loss_vfl_dn_5: 0.3712 (0.3726)  time: 0.4813  data: 0.0153  max mem: 5654
Epoch: [26]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.0564 (16.6812)  loss_bbox: 0.1493 (0.1632)  loss_bbox_aux_0: 0.1643 (0.1760)  loss_bbox_aux_1: 0.1555 (0.1682)  loss_bbox_aux_2: 0.1513 (0.1652)  loss_bbox_aux_3: 0.1439 (0.1634)  loss_bbox_aux_4: 0.1513 (0.1631)  loss_bbox_aux_5: 0.2135 (0.2161)  loss_bbox_dn_0: 0.3057 (0.2892)  loss_bbox_dn_1: 0.2217 (0.2204)  loss_bbox_dn_2: 0.1913 (0.1983)  loss_bbox_dn_3: 0.1823 (0.1913)  loss_bbox_dn_4: 0.1801 (0.1899)  loss_bbox_dn_5: 0.1801 (0.1899)  loss_giou: 0.4458 (0.4957)  loss_giou_aux_0: 0.4667 (0.5200)  loss_giou_aux_1: 0.4708 (0.5057)  loss_giou_aux_2: 0.4602 (0.4999)  loss_giou_aux_3: 0.4476 (0.4968)  loss_giou_aux_4: 0.4541 (0.4958)  loss_giou_aux_5: 0.5611 (0.5900)  loss_giou_dn_0: 0.5779 (0.6115)  loss_giou_dn_1: 0.4836 (0.5068)  loss_giou_dn_2: 0.4544 (0.4781)  loss_giou_dn_3: 0.4431 (0.4697)  loss_giou_dn_4: 0.4390 (0.4677)  loss_giou_dn_5: 0.4392 (0.4678)  loss_vfl: 0.7099 (0.7001)  loss_vfl_aux_0: 0.8309 (0.8169)  loss_vfl_aux_1: 0.7544 (0.7616)  loss_vfl_aux_2: 0.7447 (0.7283)  loss_vfl_aux_3: 0.7223 (0.7117)  loss_vfl_aux_4: 0.7006 (0.7033)  loss_vfl_aux_5: 0.7934 (0.7918)  loss_vfl_dn_0: 0.4629 (0.4626)  loss_vfl_dn_1: 0.3970 (0.3998)  loss_vfl_dn_2: 0.3805 (0.3836)  loss_vfl_dn_3: 0.3743 (0.3761)  loss_vfl_dn_4: 0.3712 (0.3734)  loss_vfl_dn_5: 0.3710 (0.3725)  time: 0.4773  data: 0.0138  max mem: 5654
Epoch: [26] Total time: 0:59:04 (0.4794 s / it)
Averaged stats: lr: 0.000010  loss: 16.0564 (16.6812)  loss_bbox: 0.1493 (0.1632)  loss_bbox_aux_0: 0.1643 (0.1760)  loss_bbox_aux_1: 0.1555 (0.1682)  loss_bbox_aux_2: 0.1513 (0.1652)  loss_bbox_aux_3: 0.1439 (0.1634)  loss_bbox_aux_4: 0.1513 (0.1631)  loss_bbox_aux_5: 0.2135 (0.2161)  loss_bbox_dn_0: 0.3057 (0.2892)  loss_bbox_dn_1: 0.2217 (0.2204)  loss_bbox_dn_2: 0.1913 (0.1983)  loss_bbox_dn_3: 0.1823 (0.1913)  loss_bbox_dn_4: 0.1801 (0.1899)  loss_bbox_dn_5: 0.1801 (0.1899)  loss_giou: 0.4458 (0.4957)  loss_giou_aux_0: 0.4667 (0.5200)  loss_giou_aux_1: 0.4708 (0.5057)  loss_giou_aux_2: 0.4602 (0.4999)  loss_giou_aux_3: 0.4476 (0.4968)  loss_giou_aux_4: 0.4541 (0.4958)  loss_giou_aux_5: 0.5611 (0.5900)  loss_giou_dn_0: 0.5779 (0.6115)  loss_giou_dn_1: 0.4836 (0.5068)  loss_giou_dn_2: 0.4544 (0.4781)  loss_giou_dn_3: 0.4431 (0.4697)  loss_giou_dn_4: 0.4390 (0.4677)  loss_giou_dn_5: 0.4392 (0.4678)  loss_vfl: 0.7099 (0.7001)  loss_vfl_aux_0: 0.8309 (0.8169)  loss_vfl_aux_1: 0.7544 (0.7616)  loss_vfl_aux_2: 0.7447 (0.7283)  loss_vfl_aux_3: 0.7223 (0.7117)  loss_vfl_aux_4: 0.7006 (0.7033)  loss_vfl_aux_5: 0.7934 (0.7918)  loss_vfl_dn_0: 0.4629 (0.4626)  loss_vfl_dn_1: 0.3970 (0.3998)  loss_vfl_dn_2: 0.3805 (0.3836)  loss_vfl_dn_3: 0.3743 (0.3761)  loss_vfl_dn_4: 0.3712 (0.3734)  loss_vfl_dn_5: 0.3710 (0.3725)
Test:  [  0/157]  eta: 0:03:59    time: 1.5235  data: 1.1159  max mem: 5654
Test:  [ 10/157]  eta: 0:01:12    time: 0.4927  data: 0.1245  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3968  data: 0.0261  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3955  data: 0.0263  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3926  data: 0.0267  max mem: 5654
Test:  [ 50/157]  eta: 0:00:44    time: 0.3950  data: 0.0269  max mem: 5654
Test:  [ 60/157]  eta: 0:00:40    time: 0.4002  data: 0.0265  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.7010  data: 0.0265  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.6993  data: 0.0269  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3977  data: 0.0268  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3898  data: 0.0259  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3900  data: 0.0261  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3874  data: 0.0271  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3892  data: 0.0273  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3812  data: 0.0262  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3666  data: 0.0259  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3605  data: 0.0253  max mem: 5654
Test: Total time: 0:01:08 (0.4374 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=42.60s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.515
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.695
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.561
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.336
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.559
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.694
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.386
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.644
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.712
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.532
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.759
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
best_stat:  {'epoch': 26, 'coco_eval_bbox': 0.5150137878584014}
Epoch: [27]  [   0/7393]  eta: 5:03:58  lr: 0.000010  loss: 17.0646 (17.0646)  loss_bbox: 0.1703 (0.1703)  loss_bbox_aux_0: 0.1584 (0.1584)  loss_bbox_aux_1: 0.1667 (0.1667)  loss_bbox_aux_2: 0.1654 (0.1654)  loss_bbox_aux_3: 0.1681 (0.1681)  loss_bbox_aux_4: 0.1700 (0.1700)  loss_bbox_aux_5: 0.1860 (0.1860)  loss_bbox_dn_0: 0.3141 (0.3141)  loss_bbox_dn_1: 0.2457 (0.2457)  loss_bbox_dn_2: 0.2327 (0.2327)  loss_bbox_dn_3: 0.2231 (0.2231)  loss_bbox_dn_4: 0.2222 (0.2222)  loss_bbox_dn_5: 0.2223 (0.2223)  loss_giou: 0.5356 (0.5356)  loss_giou_aux_0: 0.5339 (0.5339)  loss_giou_aux_1: 0.5388 (0.5388)  loss_giou_aux_2: 0.5228 (0.5228)  loss_giou_aux_3: 0.5302 (0.5302)  loss_giou_aux_4: 0.5384 (0.5384)  loss_giou_aux_5: 0.5986 (0.5986)  loss_giou_dn_0: 0.6599 (0.6599)  loss_giou_dn_1: 0.5539 (0.5539)  loss_giou_dn_2: 0.5274 (0.5274)  loss_giou_dn_3: 0.5172 (0.5172)  loss_giou_dn_4: 0.5143 (0.5143)  loss_giou_dn_5: 0.5146 (0.5146)  loss_vfl: 0.6691 (0.6691)  loss_vfl_aux_0: 0.7725 (0.7725)  loss_vfl_aux_1: 0.7032 (0.7032)  loss_vfl_aux_2: 0.6975 (0.6975)  loss_vfl_aux_3: 0.6864 (0.6864)  loss_vfl_aux_4: 0.6571 (0.6571)  loss_vfl_aux_5: 0.7661 (0.7661)  loss_vfl_dn_0: 0.4427 (0.4427)  loss_vfl_dn_1: 0.3949 (0.3949)  loss_vfl_dn_2: 0.3910 (0.3910)  loss_vfl_dn_3: 0.3880 (0.3880)  loss_vfl_dn_4: 0.3832 (0.3832)  loss_vfl_dn_5: 0.3824 (0.3824)  time: 2.4670  data: 2.0048  max mem: 5654
Epoch: [27]  [ 100/7393]  eta: 1:01:09  lr: 0.000010  loss: 16.8085 (16.6222)  loss_bbox: 0.1687 (0.1656)  loss_bbox_aux_0: 0.1757 (0.1783)  loss_bbox_aux_1: 0.1699 (0.1696)  loss_bbox_aux_2: 0.1697 (0.1685)  loss_bbox_aux_3: 0.1688 (0.1659)  loss_bbox_aux_4: 0.1677 (0.1652)  loss_bbox_aux_5: 0.2225 (0.2169)  loss_bbox_dn_0: 0.3119 (0.2933)  loss_bbox_dn_1: 0.2478 (0.2246)  loss_bbox_dn_2: 0.2156 (0.2028)  loss_bbox_dn_3: 0.2112 (0.1949)  loss_bbox_dn_4: 0.2090 (0.1934)  loss_bbox_dn_5: 0.2090 (0.1934)  loss_giou: 0.4662 (0.4791)  loss_giou_aux_0: 0.4979 (0.5052)  loss_giou_aux_1: 0.4790 (0.4883)  loss_giou_aux_2: 0.4769 (0.4827)  loss_giou_aux_3: 0.4718 (0.4809)  loss_giou_aux_4: 0.4691 (0.4796)  loss_giou_aux_5: 0.5692 (0.5723)  loss_giou_dn_0: 0.6044 (0.6022)  loss_giou_dn_1: 0.4933 (0.4965)  loss_giou_dn_2: 0.4668 (0.4670)  loss_giou_dn_3: 0.4572 (0.4584)  loss_giou_dn_4: 0.4556 (0.4564)  loss_giou_dn_5: 0.4558 (0.4565)  loss_vfl: 0.7231 (0.7086)  loss_vfl_aux_0: 0.8326 (0.8280)  loss_vfl_aux_1: 0.7798 (0.7788)  loss_vfl_aux_2: 0.7435 (0.7439)  loss_vfl_aux_3: 0.7280 (0.7200)  loss_vfl_aux_4: 0.7238 (0.7119)  loss_vfl_aux_5: 0.8278 (0.8028)  loss_vfl_dn_0: 0.4606 (0.4639)  loss_vfl_dn_1: 0.4011 (0.3998)  loss_vfl_dn_2: 0.3838 (0.3840)  loss_vfl_dn_3: 0.3753 (0.3767)  loss_vfl_dn_4: 0.3706 (0.3737)  loss_vfl_dn_5: 0.3708 (0.3726)  time: 0.4818  data: 0.0148  max mem: 5654
Epoch: [27]  [ 200/7393]  eta: 0:58:59  lr: 0.000010  loss: 16.7316 (16.6503)  loss_bbox: 0.1599 (0.1661)  loss_bbox_aux_0: 0.1734 (0.1785)  loss_bbox_aux_1: 0.1667 (0.1707)  loss_bbox_aux_2: 0.1602 (0.1689)  loss_bbox_aux_3: 0.1639 (0.1670)  loss_bbox_aux_4: 0.1632 (0.1664)  loss_bbox_aux_5: 0.2048 (0.2176)  loss_bbox_dn_0: 0.2925 (0.2917)  loss_bbox_dn_1: 0.2224 (0.2226)  loss_bbox_dn_2: 0.1960 (0.2006)  loss_bbox_dn_3: 0.1848 (0.1932)  loss_bbox_dn_4: 0.1813 (0.1917)  loss_bbox_dn_5: 0.1813 (0.1917)  loss_giou: 0.4632 (0.4882)  loss_giou_aux_0: 0.4999 (0.5129)  loss_giou_aux_1: 0.4737 (0.4966)  loss_giou_aux_2: 0.4585 (0.4914)  loss_giou_aux_3: 0.4662 (0.4911)  loss_giou_aux_4: 0.4635 (0.4888)  loss_giou_aux_5: 0.5545 (0.5812)  loss_giou_dn_0: 0.5979 (0.6083)  loss_giou_dn_1: 0.4860 (0.5022)  loss_giou_dn_2: 0.4557 (0.4730)  loss_giou_dn_3: 0.4495 (0.4644)  loss_giou_dn_4: 0.4498 (0.4624)  loss_giou_dn_5: 0.4505 (0.4625)  loss_vfl: 0.6962 (0.6997)  loss_vfl_aux_0: 0.8240 (0.8204)  loss_vfl_aux_1: 0.7816 (0.7695)  loss_vfl_aux_2: 0.7496 (0.7327)  loss_vfl_aux_3: 0.7001 (0.7084)  loss_vfl_aux_4: 0.6957 (0.7023)  loss_vfl_aux_5: 0.8069 (0.7983)  loss_vfl_dn_0: 0.4582 (0.4629)  loss_vfl_dn_1: 0.3976 (0.3999)  loss_vfl_dn_2: 0.3813 (0.3841)  loss_vfl_dn_3: 0.3744 (0.3763)  loss_vfl_dn_4: 0.3723 (0.3735)  loss_vfl_dn_5: 0.3684 (0.3726)  time: 0.4885  data: 0.0138  max mem: 5654
Epoch: [27]  [ 300/7393]  eta: 0:57:53  lr: 0.000010  loss: 16.0123 (16.6209)  loss_bbox: 0.1581 (0.1658)  loss_bbox_aux_0: 0.1672 (0.1773)  loss_bbox_aux_1: 0.1674 (0.1707)  loss_bbox_aux_2: 0.1652 (0.1683)  loss_bbox_aux_3: 0.1528 (0.1662)  loss_bbox_aux_4: 0.1581 (0.1660)  loss_bbox_aux_5: 0.1982 (0.2155)  loss_bbox_dn_0: 0.2698 (0.2882)  loss_bbox_dn_1: 0.2061 (0.2199)  loss_bbox_dn_2: 0.1936 (0.1979)  loss_bbox_dn_3: 0.1858 (0.1907)  loss_bbox_dn_4: 0.1868 (0.1892)  loss_bbox_dn_5: 0.1868 (0.1892)  loss_giou: 0.4268 (0.4928)  loss_giou_aux_0: 0.4576 (0.5167)  loss_giou_aux_1: 0.4514 (0.5016)  loss_giou_aux_2: 0.4304 (0.4965)  loss_giou_aux_3: 0.4274 (0.4948)  loss_giou_aux_4: 0.4253 (0.4933)  loss_giou_aux_5: 0.5194 (0.5840)  loss_giou_dn_0: 0.5842 (0.6082)  loss_giou_dn_1: 0.4798 (0.5031)  loss_giou_dn_2: 0.4524 (0.4744)  loss_giou_dn_3: 0.4424 (0.4660)  loss_giou_dn_4: 0.4398 (0.4640)  loss_giou_dn_5: 0.4397 (0.4641)  loss_vfl: 0.6610 (0.6928)  loss_vfl_aux_0: 0.7909 (0.8169)  loss_vfl_aux_1: 0.7092 (0.7595)  loss_vfl_aux_2: 0.6893 (0.7248)  loss_vfl_aux_3: 0.6748 (0.7055)  loss_vfl_aux_4: 0.6664 (0.6961)  loss_vfl_aux_5: 0.7773 (0.7933)  loss_vfl_dn_0: 0.4610 (0.4628)  loss_vfl_dn_1: 0.3956 (0.3997)  loss_vfl_dn_2: 0.3765 (0.3837)  loss_vfl_dn_3: 0.3690 (0.3760)  loss_vfl_dn_4: 0.3690 (0.3733)  loss_vfl_dn_5: 0.3691 (0.3724)  time: 0.4743  data: 0.0135  max mem: 5654
Epoch: [27]  [ 400/7393]  eta: 0:56:32  lr: 0.000010  loss: 16.2603 (16.6527)  loss_bbox: 0.1610 (0.1648)  loss_bbox_aux_0: 0.1684 (0.1759)  loss_bbox_aux_1: 0.1599 (0.1701)  loss_bbox_aux_2: 0.1578 (0.1673)  loss_bbox_aux_3: 0.1607 (0.1651)  loss_bbox_aux_4: 0.1610 (0.1649)  loss_bbox_aux_5: 0.1987 (0.2147)  loss_bbox_dn_0: 0.2775 (0.2868)  loss_bbox_dn_1: 0.2065 (0.2193)  loss_bbox_dn_2: 0.1850 (0.1980)  loss_bbox_dn_3: 0.1737 (0.1909)  loss_bbox_dn_4: 0.1711 (0.1894)  loss_bbox_dn_5: 0.1711 (0.1894)  loss_giou: 0.4666 (0.4953)  loss_giou_aux_0: 0.4737 (0.5190)  loss_giou_aux_1: 0.4624 (0.5048)  loss_giou_aux_2: 0.4698 (0.4996)  loss_giou_aux_3: 0.4655 (0.4970)  loss_giou_aux_4: 0.4722 (0.4957)  loss_giou_aux_5: 0.5248 (0.5871)  loss_giou_dn_0: 0.5736 (0.6100)  loss_giou_dn_1: 0.4806 (0.5061)  loss_giou_dn_2: 0.4547 (0.4776)  loss_giou_dn_3: 0.4425 (0.4692)  loss_giou_dn_4: 0.4401 (0.4672)  loss_giou_dn_5: 0.4402 (0.4674)  loss_vfl: 0.6935 (0.6947)  loss_vfl_aux_0: 0.8046 (0.8166)  loss_vfl_aux_1: 0.7459 (0.7588)  loss_vfl_aux_2: 0.7098 (0.7252)  loss_vfl_aux_3: 0.7155 (0.7081)  loss_vfl_aux_4: 0.6990 (0.6982)  loss_vfl_aux_5: 0.7824 (0.7916)  loss_vfl_dn_0: 0.4556 (0.4624)  loss_vfl_dn_1: 0.3943 (0.3994)  loss_vfl_dn_2: 0.3767 (0.3836)  loss_vfl_dn_3: 0.3680 (0.3760)  loss_vfl_dn_4: 0.3650 (0.3732)  loss_vfl_dn_5: 0.3633 (0.3723)  time: 0.4743  data: 0.0140  max mem: 5654
Epoch: [27]  [ 500/7393]  eta: 0:55:35  lr: 0.000010  loss: 17.4986 (16.6448)  loss_bbox: 0.1910 (0.1660)  loss_bbox_aux_0: 0.2078 (0.1775)  loss_bbox_aux_1: 0.1901 (0.1714)  loss_bbox_aux_2: 0.1873 (0.1684)  loss_bbox_aux_3: 0.1908 (0.1662)  loss_bbox_aux_4: 0.1918 (0.1661)  loss_bbox_aux_5: 0.2474 (0.2170)  loss_bbox_dn_0: 0.3348 (0.2909)  loss_bbox_dn_1: 0.2434 (0.2220)  loss_bbox_dn_2: 0.2255 (0.2002)  loss_bbox_dn_3: 0.2221 (0.1930)  loss_bbox_dn_4: 0.2197 (0.1916)  loss_bbox_dn_5: 0.2197 (0.1916)  loss_giou: 0.4750 (0.4918)  loss_giou_aux_0: 0.5165 (0.5157)  loss_giou_aux_1: 0.4752 (0.5016)  loss_giou_aux_2: 0.4693 (0.4961)  loss_giou_aux_3: 0.4759 (0.4932)  loss_giou_aux_4: 0.4751 (0.4923)  loss_giou_aux_5: 0.5792 (0.5836)  loss_giou_dn_0: 0.6139 (0.6079)  loss_giou_dn_1: 0.5204 (0.5038)  loss_giou_dn_2: 0.4853 (0.4751)  loss_giou_dn_3: 0.4758 (0.4666)  loss_giou_dn_4: 0.4764 (0.4645)  loss_giou_dn_5: 0.4773 (0.4647)  loss_vfl: 0.7202 (0.6959)  loss_vfl_aux_0: 0.8278 (0.8173)  loss_vfl_aux_1: 0.7809 (0.7592)  loss_vfl_aux_2: 0.7492 (0.7258)  loss_vfl_aux_3: 0.7295 (0.7095)  loss_vfl_aux_4: 0.7217 (0.6992)  loss_vfl_aux_5: 0.8259 (0.7939)  loss_vfl_dn_0: 0.4677 (0.4627)  loss_vfl_dn_1: 0.4036 (0.3991)  loss_vfl_dn_2: 0.3903 (0.3833)  loss_vfl_dn_3: 0.3829 (0.3755)  loss_vfl_dn_4: 0.3795 (0.3728)  loss_vfl_dn_5: 0.3771 (0.3719)  time: 0.4794  data: 0.0154  max mem: 5654
Epoch: [27]  [ 600/7393]  eta: 0:54:30  lr: 0.000010  loss: 16.4487 (16.6639)  loss_bbox: 0.1578 (0.1657)  loss_bbox_aux_0: 0.1692 (0.1776)  loss_bbox_aux_1: 0.1662 (0.1715)  loss_bbox_aux_2: 0.1662 (0.1682)  loss_bbox_aux_3: 0.1629 (0.1657)  loss_bbox_aux_4: 0.1612 (0.1657)  loss_bbox_aux_5: 0.2130 (0.2177)  loss_bbox_dn_0: 0.3177 (0.2923)  loss_bbox_dn_1: 0.2419 (0.2232)  loss_bbox_dn_2: 0.2112 (0.2012)  loss_bbox_dn_3: 0.1996 (0.1940)  loss_bbox_dn_4: 0.1956 (0.1925)  loss_bbox_dn_5: 0.1956 (0.1925)  loss_giou: 0.4257 (0.4897)  loss_giou_aux_0: 0.4935 (0.5140)  loss_giou_aux_1: 0.4631 (0.4995)  loss_giou_aux_2: 0.4353 (0.4940)  loss_giou_aux_3: 0.4315 (0.4910)  loss_giou_aux_4: 0.4266 (0.4901)  loss_giou_aux_5: 0.5616 (0.5821)  loss_giou_dn_0: 0.6077 (0.6072)  loss_giou_dn_1: 0.5024 (0.5031)  loss_giou_dn_2: 0.4742 (0.4745)  loss_giou_dn_3: 0.4659 (0.4659)  loss_giou_dn_4: 0.4641 (0.4639)  loss_giou_dn_5: 0.4642 (0.4640)  loss_vfl: 0.7253 (0.7011)  loss_vfl_aux_0: 0.8628 (0.8204)  loss_vfl_aux_1: 0.7703 (0.7632)  loss_vfl_aux_2: 0.7628 (0.7307)  loss_vfl_aux_3: 0.7502 (0.7145)  loss_vfl_aux_4: 0.7450 (0.7048)  loss_vfl_aux_5: 0.8156 (0.7968)  loss_vfl_dn_0: 0.4705 (0.4628)  loss_vfl_dn_1: 0.3974 (0.3992)  loss_vfl_dn_2: 0.3772 (0.3832)  loss_vfl_dn_3: 0.3722 (0.3756)  loss_vfl_dn_4: 0.3697 (0.3727)  loss_vfl_dn_5: 0.3703 (0.3719)  time: 0.4769  data: 0.0144  max mem: 5654
Epoch: [27]  [ 700/7393]  eta: 0:53:33  lr: 0.000010  loss: 16.8416 (16.6899)  loss_bbox: 0.1631 (0.1654)  loss_bbox_aux_0: 0.1749 (0.1775)  loss_bbox_aux_1: 0.1730 (0.1715)  loss_bbox_aux_2: 0.1638 (0.1682)  loss_bbox_aux_3: 0.1603 (0.1655)  loss_bbox_aux_4: 0.1631 (0.1653)  loss_bbox_aux_5: 0.2184 (0.2174)  loss_bbox_dn_0: 0.2727 (0.2917)  loss_bbox_dn_1: 0.2125 (0.2227)  loss_bbox_dn_2: 0.1890 (0.2007)  loss_bbox_dn_3: 0.1820 (0.1935)  loss_bbox_dn_4: 0.1819 (0.1920)  loss_bbox_dn_5: 0.1819 (0.1920)  loss_giou: 0.4809 (0.4929)  loss_giou_aux_0: 0.4942 (0.5174)  loss_giou_aux_1: 0.4805 (0.5029)  loss_giou_aux_2: 0.4695 (0.4974)  loss_giou_aux_3: 0.4745 (0.4940)  loss_giou_aux_4: 0.4801 (0.4930)  loss_giou_aux_5: 0.5717 (0.5855)  loss_giou_dn_0: 0.6218 (0.6093)  loss_giou_dn_1: 0.5113 (0.5048)  loss_giou_dn_2: 0.4827 (0.4761)  loss_giou_dn_3: 0.4730 (0.4676)  loss_giou_dn_4: 0.4694 (0.4655)  loss_giou_dn_5: 0.4696 (0.4657)  loss_vfl: 0.6961 (0.7009)  loss_vfl_aux_0: 0.8197 (0.8198)  loss_vfl_aux_1: 0.7626 (0.7624)  loss_vfl_aux_2: 0.7348 (0.7298)  loss_vfl_aux_3: 0.7107 (0.7143)  loss_vfl_aux_4: 0.6974 (0.7050)  loss_vfl_aux_5: 0.7792 (0.7961)  loss_vfl_dn_0: 0.4639 (0.4626)  loss_vfl_dn_1: 0.4002 (0.3992)  loss_vfl_dn_2: 0.3854 (0.3834)  loss_vfl_dn_3: 0.3788 (0.3758)  loss_vfl_dn_4: 0.3766 (0.3730)  loss_vfl_dn_5: 0.3748 (0.3722)  time: 0.4624  data: 0.0145  max mem: 5654
Epoch: [27]  [ 800/7393]  eta: 0:52:41  lr: 0.000010  loss: 16.4406 (16.6994)  loss_bbox: 0.1576 (0.1650)  loss_bbox_aux_0: 0.1745 (0.1768)  loss_bbox_aux_1: 0.1730 (0.1709)  loss_bbox_aux_2: 0.1673 (0.1676)  loss_bbox_aux_3: 0.1624 (0.1651)  loss_bbox_aux_4: 0.1581 (0.1649)  loss_bbox_aux_5: 0.2111 (0.2163)  loss_bbox_dn_0: 0.2753 (0.2899)  loss_bbox_dn_1: 0.1932 (0.2214)  loss_bbox_dn_2: 0.1690 (0.1994)  loss_bbox_dn_3: 0.1648 (0.1924)  loss_bbox_dn_4: 0.1634 (0.1908)  loss_bbox_dn_5: 0.1634 (0.1909)  loss_giou: 0.4622 (0.4962)  loss_giou_aux_0: 0.4946 (0.5204)  loss_giou_aux_1: 0.4876 (0.5063)  loss_giou_aux_2: 0.4769 (0.5008)  loss_giou_aux_3: 0.4696 (0.4974)  loss_giou_aux_4: 0.4617 (0.4964)  loss_giou_aux_5: 0.5243 (0.5884)  loss_giou_dn_0: 0.5901 (0.6108)  loss_giou_dn_1: 0.4931 (0.5066)  loss_giou_dn_2: 0.4618 (0.4780)  loss_giou_dn_3: 0.4508 (0.4695)  loss_giou_dn_4: 0.4505 (0.4675)  loss_giou_dn_5: 0.4506 (0.4677)  loss_vfl: 0.6822 (0.6997)  loss_vfl_aux_0: 0.7794 (0.8179)  loss_vfl_aux_1: 0.7168 (0.7604)  loss_vfl_aux_2: 0.6901 (0.7281)  loss_vfl_aux_3: 0.6777 (0.7127)  loss_vfl_aux_4: 0.6826 (0.7036)  loss_vfl_aux_5: 0.7701 (0.7945)  loss_vfl_dn_0: 0.4518 (0.4622)  loss_vfl_dn_1: 0.3937 (0.3991)  loss_vfl_dn_2: 0.3742 (0.3833)  loss_vfl_dn_3: 0.3670 (0.3757)  loss_vfl_dn_4: 0.3671 (0.3729)  loss_vfl_dn_5: 0.3667 (0.3721)  time: 0.4776  data: 0.0142  max mem: 5654
Epoch: [27]  [ 900/7393]  eta: 0:51:48  lr: 0.000010  loss: 16.9037 (16.6924)  loss_bbox: 0.1617 (0.1646)  loss_bbox_aux_0: 0.1860 (0.1767)  loss_bbox_aux_1: 0.1767 (0.1707)  loss_bbox_aux_2: 0.1619 (0.1674)  loss_bbox_aux_3: 0.1614 (0.1648)  loss_bbox_aux_4: 0.1591 (0.1646)  loss_bbox_aux_5: 0.2222 (0.2161)  loss_bbox_dn_0: 0.2687 (0.2895)  loss_bbox_dn_1: 0.2142 (0.2211)  loss_bbox_dn_2: 0.1904 (0.1993)  loss_bbox_dn_3: 0.1844 (0.1922)  loss_bbox_dn_4: 0.1796 (0.1907)  loss_bbox_dn_5: 0.1796 (0.1907)  loss_giou: 0.4800 (0.4958)  loss_giou_aux_0: 0.5239 (0.5203)  loss_giou_aux_1: 0.5148 (0.5062)  loss_giou_aux_2: 0.5057 (0.5006)  loss_giou_aux_3: 0.4783 (0.4971)  loss_giou_aux_4: 0.4838 (0.4960)  loss_giou_aux_5: 0.5869 (0.5879)  loss_giou_dn_0: 0.6163 (0.6108)  loss_giou_dn_1: 0.5187 (0.5066)  loss_giou_dn_2: 0.4788 (0.4780)  loss_giou_dn_3: 0.4641 (0.4695)  loss_giou_dn_4: 0.4617 (0.4675)  loss_giou_dn_5: 0.4617 (0.4677)  loss_vfl: 0.7301 (0.7002)  loss_vfl_aux_0: 0.8531 (0.8170)  loss_vfl_aux_1: 0.7803 (0.7597)  loss_vfl_aux_2: 0.7526 (0.7279)  loss_vfl_aux_3: 0.7203 (0.7122)  loss_vfl_aux_4: 0.7319 (0.7040)  loss_vfl_aux_5: 0.7993 (0.7941)  loss_vfl_dn_0: 0.4684 (0.4622)  loss_vfl_dn_1: 0.4040 (0.3990)  loss_vfl_dn_2: 0.3870 (0.3832)  loss_vfl_dn_3: 0.3790 (0.3756)  loss_vfl_dn_4: 0.3780 (0.3729)  loss_vfl_dn_5: 0.3755 (0.3721)  time: 0.4743  data: 0.0144  max mem: 5654
Epoch: [27]  [1000/7393]  eta: 0:50:56  lr: 0.000010  loss: 15.9710 (16.6644)  loss_bbox: 0.1666 (0.1645)  loss_bbox_aux_0: 0.1589 (0.1766)  loss_bbox_aux_1: 0.1546 (0.1704)  loss_bbox_aux_2: 0.1694 (0.1672)  loss_bbox_aux_3: 0.1683 (0.1647)  loss_bbox_aux_4: 0.1648 (0.1644)  loss_bbox_aux_5: 0.2082 (0.2162)  loss_bbox_dn_0: 0.3039 (0.2898)  loss_bbox_dn_1: 0.2111 (0.2211)  loss_bbox_dn_2: 0.1807 (0.1992)  loss_bbox_dn_3: 0.1764 (0.1921)  loss_bbox_dn_4: 0.1758 (0.1905)  loss_bbox_dn_5: 0.1759 (0.1906)  loss_giou: 0.4678 (0.4942)  loss_giou_aux_0: 0.4824 (0.5185)  loss_giou_aux_1: 0.4807 (0.5044)  loss_giou_aux_2: 0.4669 (0.4990)  loss_giou_aux_3: 0.4684 (0.4956)  loss_giou_aux_4: 0.4678 (0.4944)  loss_giou_aux_5: 0.5356 (0.5865)  loss_giou_dn_0: 0.5602 (0.6096)  loss_giou_dn_1: 0.4597 (0.5052)  loss_giou_dn_2: 0.4369 (0.4766)  loss_giou_dn_3: 0.4299 (0.4680)  loss_giou_dn_4: 0.4288 (0.4660)  loss_giou_dn_5: 0.4291 (0.4662)  loss_vfl: 0.6813 (0.6994)  loss_vfl_aux_0: 0.8105 (0.8164)  loss_vfl_aux_1: 0.7431 (0.7594)  loss_vfl_aux_2: 0.7125 (0.7269)  loss_vfl_aux_3: 0.7127 (0.7111)  loss_vfl_aux_4: 0.6839 (0.7030)  loss_vfl_aux_5: 0.7781 (0.7940)  loss_vfl_dn_0: 0.4600 (0.4622)  loss_vfl_dn_1: 0.3892 (0.3986)  loss_vfl_dn_2: 0.3754 (0.3827)  loss_vfl_dn_3: 0.3635 (0.3752)  loss_vfl_dn_4: 0.3624 (0.3725)  loss_vfl_dn_5: 0.3601 (0.3716)  time: 0.4757  data: 0.0139  max mem: 5654
Epoch: [27]  [1100/7393]  eta: 0:50:05  lr: 0.000010  loss: 16.5670 (16.6599)  loss_bbox: 0.1506 (0.1644)  loss_bbox_aux_0: 0.1676 (0.1763)  loss_bbox_aux_1: 0.1511 (0.1700)  loss_bbox_aux_2: 0.1508 (0.1669)  loss_bbox_aux_3: 0.1482 (0.1646)  loss_bbox_aux_4: 0.1499 (0.1643)  loss_bbox_aux_5: 0.2026 (0.2161)  loss_bbox_dn_0: 0.2641 (0.2902)  loss_bbox_dn_1: 0.1925 (0.2214)  loss_bbox_dn_2: 0.1713 (0.1995)  loss_bbox_dn_3: 0.1694 (0.1923)  loss_bbox_dn_4: 0.1683 (0.1908)  loss_bbox_dn_5: 0.1682 (0.1908)  loss_giou: 0.5013 (0.4945)  loss_giou_aux_0: 0.4988 (0.5185)  loss_giou_aux_1: 0.4935 (0.5045)  loss_giou_aux_2: 0.5002 (0.4989)  loss_giou_aux_3: 0.5015 (0.4958)  loss_giou_aux_4: 0.4966 (0.4947)  loss_giou_aux_5: 0.5880 (0.5868)  loss_giou_dn_0: 0.6164 (0.6100)  loss_giou_dn_1: 0.5052 (0.5055)  loss_giou_dn_2: 0.4774 (0.4769)  loss_giou_dn_3: 0.4680 (0.4683)  loss_giou_dn_4: 0.4659 (0.4663)  loss_giou_dn_5: 0.4666 (0.4665)  loss_vfl: 0.6717 (0.6982)  loss_vfl_aux_0: 0.8043 (0.8155)  loss_vfl_aux_1: 0.7225 (0.7581)  loss_vfl_aux_2: 0.7069 (0.7263)  loss_vfl_aux_3: 0.6940 (0.7099)  loss_vfl_aux_4: 0.6883 (0.7019)  loss_vfl_aux_5: 0.7734 (0.7926)  loss_vfl_dn_0: 0.4474 (0.4622)  loss_vfl_dn_1: 0.3953 (0.3985)  loss_vfl_dn_2: 0.3813 (0.3827)  loss_vfl_dn_3: 0.3744 (0.3752)  loss_vfl_dn_4: 0.3710 (0.3725)  loss_vfl_dn_5: 0.3687 (0.3716)  time: 0.4827  data: 0.0141  max mem: 5654
Epoch: [27]  [1200/7393]  eta: 0:49:12  lr: 0.000010  loss: 16.7105 (16.6560)  loss_bbox: 0.1614 (0.1645)  loss_bbox_aux_0: 0.1837 (0.1763)  loss_bbox_aux_1: 0.1809 (0.1699)  loss_bbox_aux_2: 0.1737 (0.1669)  loss_bbox_aux_3: 0.1638 (0.1648)  loss_bbox_aux_4: 0.1615 (0.1644)  loss_bbox_aux_5: 0.2153 (0.2161)  loss_bbox_dn_0: 0.2926 (0.2893)  loss_bbox_dn_1: 0.2260 (0.2209)  loss_bbox_dn_2: 0.1987 (0.1991)  loss_bbox_dn_3: 0.1910 (0.1919)  loss_bbox_dn_4: 0.1914 (0.1904)  loss_bbox_dn_5: 0.1916 (0.1904)  loss_giou: 0.4703 (0.4957)  loss_giou_aux_0: 0.4877 (0.5197)  loss_giou_aux_1: 0.4843 (0.5054)  loss_giou_aux_2: 0.4801 (0.5000)  loss_giou_aux_3: 0.4666 (0.4970)  loss_giou_aux_4: 0.4659 (0.4958)  loss_giou_aux_5: 0.5677 (0.5881)  loss_giou_dn_0: 0.5826 (0.6101)  loss_giou_dn_1: 0.4794 (0.5059)  loss_giou_dn_2: 0.4547 (0.4774)  loss_giou_dn_3: 0.4468 (0.4688)  loss_giou_dn_4: 0.4426 (0.4668)  loss_giou_dn_5: 0.4426 (0.4670)  loss_vfl: 0.6472 (0.6965)  loss_vfl_aux_0: 0.7825 (0.8135)  loss_vfl_aux_1: 0.7127 (0.7568)  loss_vfl_aux_2: 0.6942 (0.7249)  loss_vfl_aux_3: 0.6781 (0.7080)  loss_vfl_aux_4: 0.6564 (0.7001)  loss_vfl_aux_5: 0.7642 (0.7904)  loss_vfl_dn_0: 0.4613 (0.4622)  loss_vfl_dn_1: 0.4011 (0.3986)  loss_vfl_dn_2: 0.3785 (0.3828)  loss_vfl_dn_3: 0.3715 (0.3752)  loss_vfl_dn_4: 0.3676 (0.3725)  loss_vfl_dn_5: 0.3664 (0.3716)  time: 0.4644  data: 0.0143  max mem: 5654
Epoch: [27]  [1300/7393]  eta: 0:48:22  lr: 0.000010  loss: 16.9660 (16.6674)  loss_bbox: 0.1632 (0.1647)  loss_bbox_aux_0: 0.1752 (0.1762)  loss_bbox_aux_1: 0.1672 (0.1699)  loss_bbox_aux_2: 0.1635 (0.1669)  loss_bbox_aux_3: 0.1642 (0.1649)  loss_bbox_aux_4: 0.1633 (0.1646)  loss_bbox_aux_5: 0.2051 (0.2160)  loss_bbox_dn_0: 0.2696 (0.2889)  loss_bbox_dn_1: 0.2066 (0.2207)  loss_bbox_dn_2: 0.1824 (0.1989)  loss_bbox_dn_3: 0.1744 (0.1918)  loss_bbox_dn_4: 0.1740 (0.1903)  loss_bbox_dn_5: 0.1741 (0.1903)  loss_giou: 0.4994 (0.4967)  loss_giou_aux_0: 0.5385 (0.5205)  loss_giou_aux_1: 0.5259 (0.5063)  loss_giou_aux_2: 0.5136 (0.5010)  loss_giou_aux_3: 0.5076 (0.4980)  loss_giou_aux_4: 0.5024 (0.4969)  loss_giou_aux_5: 0.6132 (0.5891)  loss_giou_dn_0: 0.6421 (0.6109)  loss_giou_dn_1: 0.5275 (0.5069)  loss_giou_dn_2: 0.4983 (0.4783)  loss_giou_dn_3: 0.4932 (0.4698)  loss_giou_dn_4: 0.4917 (0.4678)  loss_giou_dn_5: 0.4926 (0.4679)  loss_vfl: 0.6691 (0.6964)  loss_vfl_aux_0: 0.7815 (0.8134)  loss_vfl_aux_1: 0.7268 (0.7571)  loss_vfl_aux_2: 0.6931 (0.7246)  loss_vfl_aux_3: 0.6741 (0.7080)  loss_vfl_aux_4: 0.6735 (0.6999)  loss_vfl_aux_5: 0.7670 (0.7900)  loss_vfl_dn_0: 0.4573 (0.4622)  loss_vfl_dn_1: 0.3975 (0.3987)  loss_vfl_dn_2: 0.3839 (0.3828)  loss_vfl_dn_3: 0.3788 (0.3753)  loss_vfl_dn_4: 0.3761 (0.3727)  loss_vfl_dn_5: 0.3762 (0.3718)  time: 0.4716  data: 0.0144  max mem: 5654
Epoch: [27]  [1400/7393]  eta: 0:47:34  lr: 0.000010  loss: 16.6418 (16.6688)  loss_bbox: 0.1462 (0.1644)  loss_bbox_aux_0: 0.1600 (0.1760)  loss_bbox_aux_1: 0.1536 (0.1696)  loss_bbox_aux_2: 0.1509 (0.1667)  loss_bbox_aux_3: 0.1455 (0.1646)  loss_bbox_aux_4: 0.1480 (0.1644)  loss_bbox_aux_5: 0.1925 (0.2159)  loss_bbox_dn_0: 0.2685 (0.2887)  loss_bbox_dn_1: 0.1986 (0.2204)  loss_bbox_dn_2: 0.1822 (0.1986)  loss_bbox_dn_3: 0.1776 (0.1915)  loss_bbox_dn_4: 0.1766 (0.1900)  loss_bbox_dn_5: 0.1766 (0.1900)  loss_giou: 0.4583 (0.4966)  loss_giou_aux_0: 0.4607 (0.5203)  loss_giou_aux_1: 0.4600 (0.5061)  loss_giou_aux_2: 0.4488 (0.5009)  loss_giou_aux_3: 0.4481 (0.4977)  loss_giou_aux_4: 0.4581 (0.4967)  loss_giou_aux_5: 0.5490 (0.5890)  loss_giou_dn_0: 0.5880 (0.6111)  loss_giou_dn_1: 0.4738 (0.5070)  loss_giou_dn_2: 0.4492 (0.4784)  loss_giou_dn_3: 0.4441 (0.4699)  loss_giou_dn_4: 0.4415 (0.4679)  loss_giou_dn_5: 0.4416 (0.4681)  loss_vfl: 0.7104 (0.6971)  loss_vfl_aux_0: 0.7944 (0.8139)  loss_vfl_aux_1: 0.7685 (0.7582)  loss_vfl_aux_2: 0.7255 (0.7252)  loss_vfl_aux_3: 0.7177 (0.7090)  loss_vfl_aux_4: 0.7043 (0.7005)  loss_vfl_aux_5: 0.7606 (0.7902)  loss_vfl_dn_0: 0.4526 (0.4623)  loss_vfl_dn_1: 0.3916 (0.3989)  loss_vfl_dn_2: 0.3751 (0.3830)  loss_vfl_dn_3: 0.3721 (0.3754)  loss_vfl_dn_4: 0.3707 (0.3727)  loss_vfl_dn_5: 0.3681 (0.3718)  time: 0.4675  data: 0.0137  max mem: 5654
Epoch: [27]  [1500/7393]  eta: 0:46:47  lr: 0.000010  loss: 16.9288 (16.6782)  loss_bbox: 0.1543 (0.1640)  loss_bbox_aux_0: 0.1667 (0.1757)  loss_bbox_aux_1: 0.1588 (0.1692)  loss_bbox_aux_2: 0.1523 (0.1663)  loss_bbox_aux_3: 0.1517 (0.1642)  loss_bbox_aux_4: 0.1521 (0.1639)  loss_bbox_aux_5: 0.2015 (0.2155)  loss_bbox_dn_0: 0.2636 (0.2882)  loss_bbox_dn_1: 0.1901 (0.2200)  loss_bbox_dn_2: 0.1704 (0.1983)  loss_bbox_dn_3: 0.1637 (0.1912)  loss_bbox_dn_4: 0.1619 (0.1897)  loss_bbox_dn_5: 0.1620 (0.1897)  loss_giou: 0.5315 (0.4980)  loss_giou_aux_0: 0.5709 (0.5217)  loss_giou_aux_1: 0.5548 (0.5075)  loss_giou_aux_2: 0.5398 (0.5024)  loss_giou_aux_3: 0.5373 (0.4991)  loss_giou_aux_4: 0.5295 (0.4981)  loss_giou_aux_5: 0.6348 (0.5905)  loss_giou_dn_0: 0.6307 (0.6120)  loss_giou_dn_1: 0.5211 (0.5078)  loss_giou_dn_2: 0.4950 (0.4793)  loss_giou_dn_3: 0.4861 (0.4708)  loss_giou_dn_4: 0.4846 (0.4688)  loss_giou_dn_5: 0.4845 (0.4690)  loss_vfl: 0.7098 (0.6968)  loss_vfl_aux_0: 0.8057 (0.8135)  loss_vfl_aux_1: 0.7675 (0.7581)  loss_vfl_aux_2: 0.7271 (0.7249)  loss_vfl_aux_3: 0.7141 (0.7088)  loss_vfl_aux_4: 0.7173 (0.7003)  loss_vfl_aux_5: 0.7719 (0.7900)  loss_vfl_dn_0: 0.4624 (0.4622)  loss_vfl_dn_1: 0.4082 (0.3991)  loss_vfl_dn_2: 0.3959 (0.3832)  loss_vfl_dn_3: 0.3865 (0.3756)  loss_vfl_dn_4: 0.3830 (0.3729)  loss_vfl_dn_5: 0.3810 (0.3721)  time: 0.5025  data: 0.0135  max mem: 5654
Epoch: [27]  [1600/7393]  eta: 0:46:00  lr: 0.000010  loss: 15.8156 (16.6624)  loss_bbox: 0.1420 (0.1637)  loss_bbox_aux_0: 0.1426 (0.1754)  loss_bbox_aux_1: 0.1367 (0.1688)  loss_bbox_aux_2: 0.1433 (0.1661)  loss_bbox_aux_3: 0.1414 (0.1639)  loss_bbox_aux_4: 0.1452 (0.1636)  loss_bbox_aux_5: 0.1949 (0.2154)  loss_bbox_dn_0: 0.2572 (0.2877)  loss_bbox_dn_1: 0.1953 (0.2194)  loss_bbox_dn_2: 0.1698 (0.1977)  loss_bbox_dn_3: 0.1608 (0.1907)  loss_bbox_dn_4: 0.1596 (0.1891)  loss_bbox_dn_5: 0.1596 (0.1892)  loss_giou: 0.4522 (0.4975)  loss_giou_aux_0: 0.4571 (0.5213)  loss_giou_aux_1: 0.4417 (0.5070)  loss_giou_aux_2: 0.4537 (0.5019)  loss_giou_aux_3: 0.4621 (0.4986)  loss_giou_aux_4: 0.4519 (0.4976)  loss_giou_aux_5: 0.5146 (0.5899)  loss_giou_dn_0: 0.5749 (0.6113)  loss_giou_dn_1: 0.4539 (0.5071)  loss_giou_dn_2: 0.4222 (0.4786)  loss_giou_dn_3: 0.4086 (0.4701)  loss_giou_dn_4: 0.4066 (0.4681)  loss_giou_dn_5: 0.4070 (0.4682)  loss_vfl: 0.6810 (0.6963)  loss_vfl_aux_0: 0.8081 (0.8135)  loss_vfl_aux_1: 0.7517 (0.7579)  loss_vfl_aux_2: 0.7138 (0.7245)  loss_vfl_aux_3: 0.6851 (0.7084)  loss_vfl_aux_4: 0.6825 (0.6998)  loss_vfl_aux_5: 0.7731 (0.7900)  loss_vfl_dn_0: 0.4555 (0.4622)  loss_vfl_dn_1: 0.3826 (0.3989)  loss_vfl_dn_2: 0.3643 (0.3830)  loss_vfl_dn_3: 0.3561 (0.3754)  loss_vfl_dn_4: 0.3557 (0.3727)  loss_vfl_dn_5: 0.3554 (0.3718)  time: 0.4796  data: 0.0138  max mem: 5654
Epoch: [27]  [1700/7393]  eta: 0:45:11  lr: 0.000010  loss: 16.6475 (16.6617)  loss_bbox: 0.1735 (0.1639)  loss_bbox_aux_0: 0.1879 (0.1756)  loss_bbox_aux_1: 0.1710 (0.1690)  loss_bbox_aux_2: 0.1690 (0.1662)  loss_bbox_aux_3: 0.1685 (0.1642)  loss_bbox_aux_4: 0.1761 (0.1639)  loss_bbox_aux_5: 0.2357 (0.2157)  loss_bbox_dn_0: 0.3119 (0.2887)  loss_bbox_dn_1: 0.2409 (0.2201)  loss_bbox_dn_2: 0.2111 (0.1984)  loss_bbox_dn_3: 0.2051 (0.1913)  loss_bbox_dn_4: 0.2066 (0.1898)  loss_bbox_dn_5: 0.2068 (0.1898)  loss_giou: 0.4789 (0.4961)  loss_giou_aux_0: 0.4888 (0.5199)  loss_giou_aux_1: 0.4955 (0.5056)  loss_giou_aux_2: 0.4779 (0.5004)  loss_giou_aux_3: 0.4757 (0.4972)  loss_giou_aux_4: 0.4788 (0.4963)  loss_giou_aux_5: 0.5779 (0.5887)  loss_giou_dn_0: 0.5994 (0.6107)  loss_giou_dn_1: 0.4831 (0.5063)  loss_giou_dn_2: 0.4460 (0.4778)  loss_giou_dn_3: 0.4360 (0.4693)  loss_giou_dn_4: 0.4325 (0.4673)  loss_giou_dn_5: 0.4328 (0.4675)  loss_vfl: 0.6937 (0.6973)  loss_vfl_aux_0: 0.8209 (0.8150)  loss_vfl_aux_1: 0.7753 (0.7593)  loss_vfl_aux_2: 0.7159 (0.7259)  loss_vfl_aux_3: 0.7022 (0.7094)  loss_vfl_aux_4: 0.7004 (0.7007)  loss_vfl_aux_5: 0.8028 (0.7910)  loss_vfl_dn_0: 0.4638 (0.4622)  loss_vfl_dn_1: 0.4054 (0.3988)  loss_vfl_dn_2: 0.3901 (0.3829)  loss_vfl_dn_3: 0.3787 (0.3753)  loss_vfl_dn_4: 0.3775 (0.3726)  loss_vfl_dn_5: 0.3761 (0.3717)  time: 0.4652  data: 0.0143  max mem: 5654
Epoch: [27]  [1800/7393]  eta: 0:44:22  lr: 0.000010  loss: 16.3392 (16.6408)  loss_bbox: 0.1363 (0.1638)  loss_bbox_aux_0: 0.1514 (0.1756)  loss_bbox_aux_1: 0.1496 (0.1689)  loss_bbox_aux_2: 0.1404 (0.1662)  loss_bbox_aux_3: 0.1343 (0.1641)  loss_bbox_aux_4: 0.1365 (0.1637)  loss_bbox_aux_5: 0.2005 (0.2156)  loss_bbox_dn_0: 0.2621 (0.2886)  loss_bbox_dn_1: 0.1987 (0.2200)  loss_bbox_dn_2: 0.1783 (0.1983)  loss_bbox_dn_3: 0.1624 (0.1912)  loss_bbox_dn_4: 0.1600 (0.1897)  loss_bbox_dn_5: 0.1601 (0.1897)  loss_giou: 0.5138 (0.4943)  loss_giou_aux_0: 0.5179 (0.5182)  loss_giou_aux_1: 0.5083 (0.5038)  loss_giou_aux_2: 0.5104 (0.4986)  loss_giou_aux_3: 0.5086 (0.4954)  loss_giou_aux_4: 0.4986 (0.4944)  loss_giou_aux_5: 0.5908 (0.5869)  loss_giou_dn_0: 0.6191 (0.6098)  loss_giou_dn_1: 0.5064 (0.5052)  loss_giou_dn_2: 0.4808 (0.4767)  loss_giou_dn_3: 0.4745 (0.4682)  loss_giou_dn_4: 0.4729 (0.4662)  loss_giou_dn_5: 0.4733 (0.4663)  loss_vfl: 0.6867 (0.6972)  loss_vfl_aux_0: 0.8111 (0.8150)  loss_vfl_aux_1: 0.7290 (0.7590)  loss_vfl_aux_2: 0.6949 (0.7259)  loss_vfl_aux_3: 0.6839 (0.7095)  loss_vfl_aux_4: 0.6869 (0.7007)  loss_vfl_aux_5: 0.7591 (0.7910)  loss_vfl_dn_0: 0.4546 (0.4621)  loss_vfl_dn_1: 0.3998 (0.3987)  loss_vfl_dn_2: 0.3819 (0.3828)  loss_vfl_dn_3: 0.3743 (0.3752)  loss_vfl_dn_4: 0.3728 (0.3725)  loss_vfl_dn_5: 0.3725 (0.3716)  time: 0.4822  data: 0.0141  max mem: 5654
Epoch: [27]  [1900/7393]  eta: 0:43:33  lr: 0.000010  loss: 17.0797 (16.6455)  loss_bbox: 0.1539 (0.1638)  loss_bbox_aux_0: 0.1666 (0.1757)  loss_bbox_aux_1: 0.1579 (0.1690)  loss_bbox_aux_2: 0.1565 (0.1662)  loss_bbox_aux_3: 0.1525 (0.1642)  loss_bbox_aux_4: 0.1527 (0.1638)  loss_bbox_aux_5: 0.2134 (0.2157)  loss_bbox_dn_0: 0.2982 (0.2885)  loss_bbox_dn_1: 0.2325 (0.2199)  loss_bbox_dn_2: 0.2021 (0.1983)  loss_bbox_dn_3: 0.1977 (0.1912)  loss_bbox_dn_4: 0.1964 (0.1898)  loss_bbox_dn_5: 0.1965 (0.1898)  loss_giou: 0.4466 (0.4945)  loss_giou_aux_0: 0.4738 (0.5184)  loss_giou_aux_1: 0.4686 (0.5042)  loss_giou_aux_2: 0.4461 (0.4988)  loss_giou_aux_3: 0.4428 (0.4955)  loss_giou_aux_4: 0.4416 (0.4946)  loss_giou_aux_5: 0.5320 (0.5873)  loss_giou_dn_0: 0.5920 (0.6101)  loss_giou_dn_1: 0.4916 (0.5054)  loss_giou_dn_2: 0.4577 (0.4769)  loss_giou_dn_3: 0.4516 (0.4684)  loss_giou_dn_4: 0.4492 (0.4664)  loss_giou_dn_5: 0.4493 (0.4666)  loss_vfl: 0.7465 (0.6975)  loss_vfl_aux_0: 0.8526 (0.8150)  loss_vfl_aux_1: 0.8080 (0.7591)  loss_vfl_aux_2: 0.7604 (0.7262)  loss_vfl_aux_3: 0.7370 (0.7096)  loss_vfl_aux_4: 0.7464 (0.7009)  loss_vfl_aux_5: 0.8114 (0.7909)  loss_vfl_dn_0: 0.4645 (0.4622)  loss_vfl_dn_1: 0.4079 (0.3989)  loss_vfl_dn_2: 0.3944 (0.3829)  loss_vfl_dn_3: 0.3863 (0.3753)  loss_vfl_dn_4: 0.3863 (0.3725)  loss_vfl_dn_5: 0.3850 (0.3717)  time: 0.4815  data: 0.0144  max mem: 5654
Epoch: [27]  [2000/7393]  eta: 0:42:44  lr: 0.000010  loss: 16.2196 (16.6424)  loss_bbox: 0.1657 (0.1639)  loss_bbox_aux_0: 0.1731 (0.1759)  loss_bbox_aux_1: 0.1590 (0.1692)  loss_bbox_aux_2: 0.1564 (0.1663)  loss_bbox_aux_3: 0.1621 (0.1643)  loss_bbox_aux_4: 0.1657 (0.1639)  loss_bbox_aux_5: 0.2119 (0.2159)  loss_bbox_dn_0: 0.2852 (0.2888)  loss_bbox_dn_1: 0.2177 (0.2201)  loss_bbox_dn_2: 0.1936 (0.1984)  loss_bbox_dn_3: 0.1886 (0.1913)  loss_bbox_dn_4: 0.1857 (0.1898)  loss_bbox_dn_5: 0.1856 (0.1898)  loss_giou: 0.4441 (0.4941)  loss_giou_aux_0: 0.4547 (0.5182)  loss_giou_aux_1: 0.4474 (0.5038)  loss_giou_aux_2: 0.4406 (0.4984)  loss_giou_aux_3: 0.4416 (0.4952)  loss_giou_aux_4: 0.4432 (0.4943)  loss_giou_aux_5: 0.5167 (0.5871)  loss_giou_dn_0: 0.5854 (0.6100)  loss_giou_dn_1: 0.4734 (0.5053)  loss_giou_dn_2: 0.4399 (0.4767)  loss_giou_dn_3: 0.4307 (0.4682)  loss_giou_dn_4: 0.4290 (0.4662)  loss_giou_dn_5: 0.4290 (0.4664)  loss_vfl: 0.6727 (0.6972)  loss_vfl_aux_0: 0.8231 (0.8151)  loss_vfl_aux_1: 0.7291 (0.7591)  loss_vfl_aux_2: 0.6936 (0.7259)  loss_vfl_aux_3: 0.6730 (0.7092)  loss_vfl_aux_4: 0.6737 (0.7005)  loss_vfl_aux_5: 0.7743 (0.7908)  loss_vfl_dn_0: 0.4664 (0.4621)  loss_vfl_dn_1: 0.4035 (0.3988)  loss_vfl_dn_2: 0.3830 (0.3829)  loss_vfl_dn_3: 0.3754 (0.3753)  loss_vfl_dn_4: 0.3722 (0.3725)  loss_vfl_dn_5: 0.3692 (0.3717)  time: 0.4691  data: 0.0146  max mem: 5654
Epoch: [27]  [2100/7393]  eta: 0:41:57  lr: 0.000010  loss: 16.5432 (16.6360)  loss_bbox: 0.1549 (0.1639)  loss_bbox_aux_0: 0.1678 (0.1761)  loss_bbox_aux_1: 0.1597 (0.1691)  loss_bbox_aux_2: 0.1592 (0.1662)  loss_bbox_aux_3: 0.1547 (0.1643)  loss_bbox_aux_4: 0.1544 (0.1639)  loss_bbox_aux_5: 0.2237 (0.2161)  loss_bbox_dn_0: 0.2977 (0.2891)  loss_bbox_dn_1: 0.2255 (0.2204)  loss_bbox_dn_2: 0.1997 (0.1986)  loss_bbox_dn_3: 0.1934 (0.1915)  loss_bbox_dn_4: 0.1897 (0.1900)  loss_bbox_dn_5: 0.1897 (0.1900)  loss_giou: 0.4542 (0.4935)  loss_giou_aux_0: 0.4891 (0.5176)  loss_giou_aux_1: 0.4763 (0.5032)  loss_giou_aux_2: 0.4638 (0.4978)  loss_giou_aux_3: 0.4479 (0.4946)  loss_giou_aux_4: 0.4546 (0.4937)  loss_giou_aux_5: 0.5577 (0.5866)  loss_giou_dn_0: 0.5951 (0.6097)  loss_giou_dn_1: 0.4871 (0.5050)  loss_giou_dn_2: 0.4550 (0.4764)  loss_giou_dn_3: 0.4468 (0.4679)  loss_giou_dn_4: 0.4453 (0.4659)  loss_giou_dn_5: 0.4453 (0.4661)  loss_vfl: 0.6740 (0.6969)  loss_vfl_aux_0: 0.7936 (0.8149)  loss_vfl_aux_1: 0.7407 (0.7591)  loss_vfl_aux_2: 0.7013 (0.7257)  loss_vfl_aux_3: 0.6808 (0.7089)  loss_vfl_aux_4: 0.6699 (0.7002)  loss_vfl_aux_5: 0.7879 (0.7906)  loss_vfl_dn_0: 0.4582 (0.4621)  loss_vfl_dn_1: 0.3950 (0.3987)  loss_vfl_dn_2: 0.3770 (0.3827)  loss_vfl_dn_3: 0.3717 (0.3751)  loss_vfl_dn_4: 0.3681 (0.3724)  loss_vfl_dn_5: 0.3660 (0.3716)  time: 0.4774  data: 0.0141  max mem: 5654
Epoch: [27]  [2200/7393]  eta: 0:41:25  lr: 0.000010  loss: 16.8203 (16.6391)  loss_bbox: 0.1534 (0.1638)  loss_bbox_aux_0: 0.1602 (0.1759)  loss_bbox_aux_1: 0.1521 (0.1690)  loss_bbox_aux_2: 0.1501 (0.1662)  loss_bbox_aux_3: 0.1597 (0.1642)  loss_bbox_aux_4: 0.1526 (0.1639)  loss_bbox_aux_5: 0.1851 (0.2159)  loss_bbox_dn_0: 0.2512 (0.2891)  loss_bbox_dn_1: 0.1965 (0.2203)  loss_bbox_dn_2: 0.1747 (0.1986)  loss_bbox_dn_3: 0.1673 (0.1915)  loss_bbox_dn_4: 0.1667 (0.1900)  loss_bbox_dn_5: 0.1666 (0.1900)  loss_giou: 0.5007 (0.4940)  loss_giou_aux_0: 0.5242 (0.5180)  loss_giou_aux_1: 0.5049 (0.5036)  loss_giou_aux_2: 0.4898 (0.4982)  loss_giou_aux_3: 0.4970 (0.4950)  loss_giou_aux_4: 0.5007 (0.4941)  loss_giou_aux_5: 0.5779 (0.5871)  loss_giou_dn_0: 0.6184 (0.6101)  loss_giou_dn_1: 0.5243 (0.5053)  loss_giou_dn_2: 0.5041 (0.4767)  loss_giou_dn_3: 0.4979 (0.4682)  loss_giou_dn_4: 0.4970 (0.4663)  loss_giou_dn_5: 0.4970 (0.4664)  loss_vfl: 0.6951 (0.6966)  loss_vfl_aux_0: 0.7926 (0.8150)  loss_vfl_aux_1: 0.7738 (0.7591)  loss_vfl_aux_2: 0.7120 (0.7255)  loss_vfl_aux_3: 0.7016 (0.7086)  loss_vfl_aux_4: 0.7024 (0.6999)  loss_vfl_aux_5: 0.7862 (0.7906)  loss_vfl_dn_0: 0.4613 (0.4620)  loss_vfl_dn_1: 0.4054 (0.3988)  loss_vfl_dn_2: 0.3885 (0.3828)  loss_vfl_dn_3: 0.3813 (0.3752)  loss_vfl_dn_4: 0.3787 (0.3724)  loss_vfl_dn_5: 0.3777 (0.3716)  time: 0.4722  data: 0.0137  max mem: 5654
Epoch: [27]  [2300/7393]  eta: 0:40:35  lr: 0.000010  loss: 16.4370 (16.6348)  loss_bbox: 0.1574 (0.1638)  loss_bbox_aux_0: 0.1813 (0.1759)  loss_bbox_aux_1: 0.1685 (0.1690)  loss_bbox_aux_2: 0.1599 (0.1662)  loss_bbox_aux_3: 0.1603 (0.1642)  loss_bbox_aux_4: 0.1553 (0.1639)  loss_bbox_aux_5: 0.2319 (0.2158)  loss_bbox_dn_0: 0.2889 (0.2889)  loss_bbox_dn_1: 0.2189 (0.2201)  loss_bbox_dn_2: 0.2018 (0.1984)  loss_bbox_dn_3: 0.1967 (0.1913)  loss_bbox_dn_4: 0.1939 (0.1898)  loss_bbox_dn_5: 0.1940 (0.1898)  loss_giou: 0.4490 (0.4938)  loss_giou_aux_0: 0.5100 (0.5178)  loss_giou_aux_1: 0.4936 (0.5034)  loss_giou_aux_2: 0.4767 (0.4979)  loss_giou_aux_3: 0.4466 (0.4948)  loss_giou_aux_4: 0.4511 (0.4940)  loss_giou_aux_5: 0.5728 (0.5870)  loss_giou_dn_0: 0.5845 (0.6099)  loss_giou_dn_1: 0.4832 (0.5052)  loss_giou_dn_2: 0.4571 (0.4766)  loss_giou_dn_3: 0.4520 (0.4681)  loss_giou_dn_4: 0.4502 (0.4661)  loss_giou_dn_5: 0.4502 (0.4663)  loss_vfl: 0.6917 (0.6966)  loss_vfl_aux_0: 0.8391 (0.8150)  loss_vfl_aux_1: 0.7494 (0.7589)  loss_vfl_aux_2: 0.7280 (0.7253)  loss_vfl_aux_3: 0.7172 (0.7085)  loss_vfl_aux_4: 0.7044 (0.6998)  loss_vfl_aux_5: 0.8430 (0.7905)  loss_vfl_dn_0: 0.4561 (0.4619)  loss_vfl_dn_1: 0.3962 (0.3987)  loss_vfl_dn_2: 0.3784 (0.3827)  loss_vfl_dn_3: 0.3694 (0.3751)  loss_vfl_dn_4: 0.3701 (0.3723)  loss_vfl_dn_5: 0.3696 (0.3715)  time: 0.4753  data: 0.0141  max mem: 5654
Epoch: [27]  [2400/7393]  eta: 0:40:00  lr: 0.000010  loss: 16.9893 (16.6416)  loss_bbox: 0.1653 (0.1637)  loss_bbox_aux_0: 0.1901 (0.1759)  loss_bbox_aux_1: 0.1782 (0.1689)  loss_bbox_aux_2: 0.1719 (0.1661)  loss_bbox_aux_3: 0.1679 (0.1641)  loss_bbox_aux_4: 0.1651 (0.1637)  loss_bbox_aux_5: 0.2448 (0.2159)  loss_bbox_dn_0: 0.3056 (0.2890)  loss_bbox_dn_1: 0.2340 (0.2202)  loss_bbox_dn_2: 0.2191 (0.1985)  loss_bbox_dn_3: 0.2093 (0.1914)  loss_bbox_dn_4: 0.2042 (0.1899)  loss_bbox_dn_5: 0.2040 (0.1899)  loss_giou: 0.4667 (0.4939)  loss_giou_aux_0: 0.5010 (0.5179)  loss_giou_aux_1: 0.4828 (0.5035)  loss_giou_aux_2: 0.4701 (0.4980)  loss_giou_aux_3: 0.4634 (0.4950)  loss_giou_aux_4: 0.4665 (0.4941)  loss_giou_aux_5: 0.5580 (0.5871)  loss_giou_dn_0: 0.5882 (0.6101)  loss_giou_dn_1: 0.4840 (0.5053)  loss_giou_dn_2: 0.4536 (0.4767)  loss_giou_dn_3: 0.4420 (0.4682)  loss_giou_dn_4: 0.4396 (0.4663)  loss_giou_dn_5: 0.4395 (0.4664)  loss_vfl: 0.7626 (0.6974)  loss_vfl_aux_0: 0.8801 (0.8157)  loss_vfl_aux_1: 0.7987 (0.7595)  loss_vfl_aux_2: 0.7962 (0.7260)  loss_vfl_aux_3: 0.7605 (0.7092)  loss_vfl_aux_4: 0.7587 (0.7006)  loss_vfl_aux_5: 0.7820 (0.7913)  loss_vfl_dn_0: 0.4655 (0.4619)  loss_vfl_dn_1: 0.3888 (0.3986)  loss_vfl_dn_2: 0.3745 (0.3826)  loss_vfl_dn_3: 0.3670 (0.3751)  loss_vfl_dn_4: 0.3644 (0.3723)  loss_vfl_dn_5: 0.3640 (0.3715)  time: 0.4705  data: 0.0141  max mem: 5654
Epoch: [27]  [2500/7393]  eta: 0:39:11  lr: 0.000010  loss: 16.5711 (16.6368)  loss_bbox: 0.1602 (0.1634)  loss_bbox_aux_0: 0.1650 (0.1756)  loss_bbox_aux_1: 0.1615 (0.1687)  loss_bbox_aux_2: 0.1582 (0.1658)  loss_bbox_aux_3: 0.1630 (0.1638)  loss_bbox_aux_4: 0.1627 (0.1635)  loss_bbox_aux_5: 0.2091 (0.2156)  loss_bbox_dn_0: 0.2606 (0.2884)  loss_bbox_dn_1: 0.2073 (0.2198)  loss_bbox_dn_2: 0.1878 (0.1981)  loss_bbox_dn_3: 0.1824 (0.1910)  loss_bbox_dn_4: 0.1813 (0.1895)  loss_bbox_dn_5: 0.1810 (0.1895)  loss_giou: 0.4475 (0.4941)  loss_giou_aux_0: 0.4703 (0.5181)  loss_giou_aux_1: 0.4542 (0.5038)  loss_giou_aux_2: 0.4567 (0.4983)  loss_giou_aux_3: 0.4498 (0.4952)  loss_giou_aux_4: 0.4453 (0.4943)  loss_giou_aux_5: 0.5427 (0.5873)  loss_giou_dn_0: 0.5726 (0.6102)  loss_giou_dn_1: 0.4832 (0.5054)  loss_giou_dn_2: 0.4522 (0.4768)  loss_giou_dn_3: 0.4438 (0.4684)  loss_giou_dn_4: 0.4425 (0.4664)  loss_giou_dn_5: 0.4424 (0.4666)  loss_vfl: 0.7095 (0.6972)  loss_vfl_aux_0: 0.8075 (0.8153)  loss_vfl_aux_1: 0.7394 (0.7589)  loss_vfl_aux_2: 0.7309 (0.7256)  loss_vfl_aux_3: 0.7185 (0.7090)  loss_vfl_aux_4: 0.7027 (0.7004)  loss_vfl_aux_5: 0.7916 (0.7908)  loss_vfl_dn_0: 0.4663 (0.4619)  loss_vfl_dn_1: 0.4013 (0.3986)  loss_vfl_dn_2: 0.3879 (0.3826)  loss_vfl_dn_3: 0.3816 (0.3751)  loss_vfl_dn_4: 0.3809 (0.3723)  loss_vfl_dn_5: 0.3818 (0.3715)  time: 0.4847  data: 0.0142  max mem: 5654
Epoch: [27]  [2600/7393]  eta: 0:38:22  lr: 0.000010  loss: 16.8054 (16.6409)  loss_bbox: 0.1529 (0.1634)  loss_bbox_aux_0: 0.1696 (0.1755)  loss_bbox_aux_1: 0.1631 (0.1686)  loss_bbox_aux_2: 0.1569 (0.1657)  loss_bbox_aux_3: 0.1565 (0.1637)  loss_bbox_aux_4: 0.1534 (0.1633)  loss_bbox_aux_5: 0.2095 (0.2155)  loss_bbox_dn_0: 0.2714 (0.2883)  loss_bbox_dn_1: 0.2125 (0.2196)  loss_bbox_dn_2: 0.1888 (0.1979)  loss_bbox_dn_3: 0.1789 (0.1909)  loss_bbox_dn_4: 0.1771 (0.1894)  loss_bbox_dn_5: 0.1771 (0.1894)  loss_giou: 0.5055 (0.4948)  loss_giou_aux_0: 0.5098 (0.5187)  loss_giou_aux_1: 0.5042 (0.5045)  loss_giou_aux_2: 0.5073 (0.4991)  loss_giou_aux_3: 0.5104 (0.4959)  loss_giou_aux_4: 0.5047 (0.4949)  loss_giou_aux_5: 0.5673 (0.5879)  loss_giou_dn_0: 0.6217 (0.6105)  loss_giou_dn_1: 0.5127 (0.5058)  loss_giou_dn_2: 0.4762 (0.4772)  loss_giou_dn_3: 0.4655 (0.4687)  loss_giou_dn_4: 0.4617 (0.4667)  loss_giou_dn_5: 0.4617 (0.4669)  loss_vfl: 0.6700 (0.6972)  loss_vfl_aux_0: 0.7683 (0.8148)  loss_vfl_aux_1: 0.7242 (0.7587)  loss_vfl_aux_2: 0.6931 (0.7253)  loss_vfl_aux_3: 0.6826 (0.7089)  loss_vfl_aux_4: 0.6659 (0.7005)  loss_vfl_aux_5: 0.7585 (0.7903)  loss_vfl_dn_0: 0.4638 (0.4619)  loss_vfl_dn_1: 0.4041 (0.3987)  loss_vfl_dn_2: 0.3885 (0.3827)  loss_vfl_dn_3: 0.3830 (0.3752)  loss_vfl_dn_4: 0.3788 (0.3724)  loss_vfl_dn_5: 0.3780 (0.3716)  time: 0.4735  data: 0.0145  max mem: 5654
Epoch: [27]  [2700/7393]  eta: 0:37:32  lr: 0.000010  loss: 16.2439 (16.6398)  loss_bbox: 0.1544 (0.1632)  loss_bbox_aux_0: 0.1761 (0.1755)  loss_bbox_aux_1: 0.1575 (0.1685)  loss_bbox_aux_2: 0.1668 (0.1656)  loss_bbox_aux_3: 0.1644 (0.1636)  loss_bbox_aux_4: 0.1638 (0.1632)  loss_bbox_aux_5: 0.1946 (0.2154)  loss_bbox_dn_0: 0.2698 (0.2880)  loss_bbox_dn_1: 0.1996 (0.2194)  loss_bbox_dn_2: 0.1754 (0.1977)  loss_bbox_dn_3: 0.1705 (0.1907)  loss_bbox_dn_4: 0.1672 (0.1892)  loss_bbox_dn_5: 0.1672 (0.1892)  loss_giou: 0.4789 (0.4951)  loss_giou_aux_0: 0.5071 (0.5191)  loss_giou_aux_1: 0.5003 (0.5048)  loss_giou_aux_2: 0.4869 (0.4994)  loss_giou_aux_3: 0.4827 (0.4962)  loss_giou_aux_4: 0.4852 (0.4952)  loss_giou_aux_5: 0.5839 (0.5883)  loss_giou_dn_0: 0.6157 (0.6105)  loss_giou_dn_1: 0.4988 (0.5058)  loss_giou_dn_2: 0.4746 (0.4772)  loss_giou_dn_3: 0.4705 (0.4688)  loss_giou_dn_4: 0.4677 (0.4668)  loss_giou_dn_5: 0.4677 (0.4670)  loss_vfl: 0.6827 (0.6971)  loss_vfl_aux_0: 0.8021 (0.8145)  loss_vfl_aux_1: 0.7429 (0.7585)  loss_vfl_aux_2: 0.7105 (0.7250)  loss_vfl_aux_3: 0.7071 (0.7087)  loss_vfl_aux_4: 0.6835 (0.7003)  loss_vfl_aux_5: 0.7645 (0.7898)  loss_vfl_dn_0: 0.4573 (0.4619)  loss_vfl_dn_1: 0.3944 (0.3987)  loss_vfl_dn_2: 0.3801 (0.3828)  loss_vfl_dn_3: 0.3760 (0.3752)  loss_vfl_dn_4: 0.3739 (0.3725)  loss_vfl_dn_5: 0.3720 (0.3717)  time: 0.4796  data: 0.0139  max mem: 5654
Epoch: [27]  [2800/7393]  eta: 0:36:55  lr: 0.000010  loss: 16.4839 (16.6360)  loss_bbox: 0.1649 (0.1632)  loss_bbox_aux_0: 0.1701 (0.1754)  loss_bbox_aux_1: 0.1636 (0.1684)  loss_bbox_aux_2: 0.1654 (0.1655)  loss_bbox_aux_3: 0.1635 (0.1636)  loss_bbox_aux_4: 0.1666 (0.1632)  loss_bbox_aux_5: 0.2219 (0.2154)  loss_bbox_dn_0: 0.2861 (0.2881)  loss_bbox_dn_1: 0.2191 (0.2194)  loss_bbox_dn_2: 0.2063 (0.1977)  loss_bbox_dn_3: 0.2012 (0.1907)  loss_bbox_dn_4: 0.2027 (0.1892)  loss_bbox_dn_5: 0.2027 (0.1892)  loss_giou: 0.4462 (0.4944)  loss_giou_aux_0: 0.4664 (0.5184)  loss_giou_aux_1: 0.4634 (0.5042)  loss_giou_aux_2: 0.4470 (0.4987)  loss_giou_aux_3: 0.4454 (0.4955)  loss_giou_aux_4: 0.4472 (0.4946)  loss_giou_aux_5: 0.5331 (0.5877)  loss_giou_dn_0: 0.5719 (0.6103)  loss_giou_dn_1: 0.4518 (0.5055)  loss_giou_dn_2: 0.4268 (0.4769)  loss_giou_dn_3: 0.4188 (0.4684)  loss_giou_dn_4: 0.4164 (0.4665)  loss_giou_dn_5: 0.4164 (0.4667)  loss_vfl: 0.7220 (0.6974)  loss_vfl_aux_0: 0.8259 (0.8152)  loss_vfl_aux_1: 0.7921 (0.7589)  loss_vfl_aux_2: 0.7395 (0.7253)  loss_vfl_aux_3: 0.7315 (0.7090)  loss_vfl_aux_4: 0.7284 (0.7008)  loss_vfl_aux_5: 0.8056 (0.7904)  loss_vfl_dn_0: 0.4634 (0.4619)  loss_vfl_dn_1: 0.3975 (0.3986)  loss_vfl_dn_2: 0.3778 (0.3826)  loss_vfl_dn_3: 0.3682 (0.3751)  loss_vfl_dn_4: 0.3622 (0.3723)  loss_vfl_dn_5: 0.3618 (0.3715)  time: 0.4776  data: 0.0141  max mem: 5654
Epoch: [27]  [2900/7393]  eta: 0:36:06  lr: 0.000010  loss: 16.5387 (16.6231)  loss_bbox: 0.1520 (0.1630)  loss_bbox_aux_0: 0.1636 (0.1753)  loss_bbox_aux_1: 0.1568 (0.1682)  loss_bbox_aux_2: 0.1526 (0.1653)  loss_bbox_aux_3: 0.1508 (0.1634)  loss_bbox_aux_4: 0.1506 (0.1630)  loss_bbox_aux_5: 0.2154 (0.2155)  loss_bbox_dn_0: 0.2660 (0.2881)  loss_bbox_dn_1: 0.1971 (0.2193)  loss_bbox_dn_2: 0.1794 (0.1976)  loss_bbox_dn_3: 0.1753 (0.1905)  loss_bbox_dn_4: 0.1730 (0.1891)  loss_bbox_dn_5: 0.1731 (0.1891)  loss_giou: 0.4479 (0.4934)  loss_giou_aux_0: 0.4718 (0.5175)  loss_giou_aux_1: 0.4558 (0.5032)  loss_giou_aux_2: 0.4565 (0.4977)  loss_giou_aux_3: 0.4567 (0.4945)  loss_giou_aux_4: 0.4486 (0.4935)  loss_giou_aux_5: 0.5431 (0.5869)  loss_giou_dn_0: 0.5898 (0.6097)  loss_giou_dn_1: 0.4932 (0.5049)  loss_giou_dn_2: 0.4609 (0.4762)  loss_giou_dn_3: 0.4583 (0.4678)  loss_giou_dn_4: 0.4576 (0.4658)  loss_giou_dn_5: 0.4575 (0.4660)  loss_vfl: 0.6941 (0.6975)  loss_vfl_aux_0: 0.7826 (0.8149)  loss_vfl_aux_1: 0.7509 (0.7591)  loss_vfl_aux_2: 0.7177 (0.7257)  loss_vfl_aux_3: 0.7047 (0.7092)  loss_vfl_aux_4: 0.6934 (0.7009)  loss_vfl_aux_5: 0.7949 (0.7903)  loss_vfl_dn_0: 0.4602 (0.4619)  loss_vfl_dn_1: 0.3932 (0.3984)  loss_vfl_dn_2: 0.3753 (0.3825)  loss_vfl_dn_3: 0.3662 (0.3749)  loss_vfl_dn_4: 0.3635 (0.3722)  loss_vfl_dn_5: 0.3634 (0.3714)  time: 0.4821  data: 0.0141  max mem: 5654
Epoch: [27]  [3000/7393]  eta: 0:35:17  lr: 0.000010  loss: 16.2341 (16.6177)  loss_bbox: 0.1605 (0.1631)  loss_bbox_aux_0: 0.1688 (0.1753)  loss_bbox_aux_1: 0.1683 (0.1682)  loss_bbox_aux_2: 0.1652 (0.1653)  loss_bbox_aux_3: 0.1590 (0.1635)  loss_bbox_aux_4: 0.1617 (0.1631)  loss_bbox_aux_5: 0.2048 (0.2155)  loss_bbox_dn_0: 0.2493 (0.2882)  loss_bbox_dn_1: 0.1948 (0.2194)  loss_bbox_dn_2: 0.1765 (0.1976)  loss_bbox_dn_3: 0.1692 (0.1906)  loss_bbox_dn_4: 0.1677 (0.1891)  loss_bbox_dn_5: 0.1677 (0.1891)  loss_giou: 0.4746 (0.4931)  loss_giou_aux_0: 0.4925 (0.5172)  loss_giou_aux_1: 0.4686 (0.5028)  loss_giou_aux_2: 0.4697 (0.4973)  loss_giou_aux_3: 0.4695 (0.4941)  loss_giou_aux_4: 0.4733 (0.4932)  loss_giou_aux_5: 0.5579 (0.5865)  loss_giou_dn_0: 0.5800 (0.6095)  loss_giou_dn_1: 0.4743 (0.5046)  loss_giou_dn_2: 0.4458 (0.4760)  loss_giou_dn_3: 0.4394 (0.4675)  loss_giou_dn_4: 0.4370 (0.4655)  loss_giou_dn_5: 0.4371 (0.4657)  loss_vfl: 0.6926 (0.6973)  loss_vfl_aux_0: 0.8172 (0.8148)  loss_vfl_aux_1: 0.7535 (0.7589)  loss_vfl_aux_2: 0.7293 (0.7256)  loss_vfl_aux_3: 0.7103 (0.7089)  loss_vfl_aux_4: 0.6852 (0.7007)  loss_vfl_aux_5: 0.8142 (0.7902)  loss_vfl_dn_0: 0.4509 (0.4618)  loss_vfl_dn_1: 0.3864 (0.3983)  loss_vfl_dn_2: 0.3656 (0.3824)  loss_vfl_dn_3: 0.3586 (0.3748)  loss_vfl_dn_4: 0.3568 (0.3720)  loss_vfl_dn_5: 0.3558 (0.3712)  time: 0.4720  data: 0.0138  max mem: 5654
Epoch: [27]  [3100/7393]  eta: 0:34:28  lr: 0.000010  loss: 16.6044 (16.6230)  loss_bbox: 0.1628 (0.1632)  loss_bbox_aux_0: 0.1857 (0.1754)  loss_bbox_aux_1: 0.1873 (0.1684)  loss_bbox_aux_2: 0.1780 (0.1654)  loss_bbox_aux_3: 0.1734 (0.1636)  loss_bbox_aux_4: 0.1735 (0.1632)  loss_bbox_aux_5: 0.2256 (0.2157)  loss_bbox_dn_0: 0.3151 (0.2887)  loss_bbox_dn_1: 0.2314 (0.2197)  loss_bbox_dn_2: 0.2072 (0.1979)  loss_bbox_dn_3: 0.1999 (0.1908)  loss_bbox_dn_4: 0.2005 (0.1894)  loss_bbox_dn_5: 0.2008 (0.1894)  loss_giou: 0.4653 (0.4931)  loss_giou_aux_0: 0.4632 (0.5172)  loss_giou_aux_1: 0.4601 (0.5028)  loss_giou_aux_2: 0.4597 (0.4973)  loss_giou_aux_3: 0.4531 (0.4942)  loss_giou_aux_4: 0.4584 (0.4932)  loss_giou_aux_5: 0.5212 (0.5866)  loss_giou_dn_0: 0.5832 (0.6097)  loss_giou_dn_1: 0.4784 (0.5046)  loss_giou_dn_2: 0.4500 (0.4760)  loss_giou_dn_3: 0.4373 (0.4675)  loss_giou_dn_4: 0.4361 (0.4656)  loss_giou_dn_5: 0.4364 (0.4657)  loss_vfl: 0.7116 (0.6975)  loss_vfl_aux_0: 0.8441 (0.8152)  loss_vfl_aux_1: 0.7573 (0.7592)  loss_vfl_aux_2: 0.7382 (0.7258)  loss_vfl_aux_3: 0.7190 (0.7091)  loss_vfl_aux_4: 0.7169 (0.7008)  loss_vfl_aux_5: 0.8009 (0.7904)  loss_vfl_dn_0: 0.4615 (0.4619)  loss_vfl_dn_1: 0.3994 (0.3983)  loss_vfl_dn_2: 0.3813 (0.3824)  loss_vfl_dn_3: 0.3731 (0.3748)  loss_vfl_dn_4: 0.3721 (0.3721)  loss_vfl_dn_5: 0.3708 (0.3713)  time: 0.4756  data: 0.0138  max mem: 5654
Epoch: [27]  [3200/7393]  eta: 0:33:39  lr: 0.000010  loss: 16.4905 (16.6192)  loss_bbox: 0.1542 (0.1630)  loss_bbox_aux_0: 0.1604 (0.1751)  loss_bbox_aux_1: 0.1565 (0.1681)  loss_bbox_aux_2: 0.1560 (0.1652)  loss_bbox_aux_3: 0.1563 (0.1633)  loss_bbox_aux_4: 0.1541 (0.1630)  loss_bbox_aux_5: 0.1982 (0.2153)  loss_bbox_dn_0: 0.2499 (0.2883)  loss_bbox_dn_1: 0.1929 (0.2193)  loss_bbox_dn_2: 0.1768 (0.1976)  loss_bbox_dn_3: 0.1736 (0.1905)  loss_bbox_dn_4: 0.1723 (0.1891)  loss_bbox_dn_5: 0.1721 (0.1891)  loss_giou: 0.5170 (0.4934)  loss_giou_aux_0: 0.5488 (0.5174)  loss_giou_aux_1: 0.5370 (0.5030)  loss_giou_aux_2: 0.5256 (0.4974)  loss_giou_aux_3: 0.5142 (0.4944)  loss_giou_aux_4: 0.5131 (0.4935)  loss_giou_aux_5: 0.6250 (0.5867)  loss_giou_dn_0: 0.6320 (0.6096)  loss_giou_dn_1: 0.5353 (0.5046)  loss_giou_dn_2: 0.5009 (0.4760)  loss_giou_dn_3: 0.4906 (0.4675)  loss_giou_dn_4: 0.4894 (0.4655)  loss_giou_dn_5: 0.4896 (0.4657)  loss_vfl: 0.6602 (0.6971)  loss_vfl_aux_0: 0.7659 (0.8151)  loss_vfl_aux_1: 0.7118 (0.7590)  loss_vfl_aux_2: 0.6941 (0.7256)  loss_vfl_aux_3: 0.6632 (0.7088)  loss_vfl_aux_4: 0.6586 (0.7004)  loss_vfl_aux_5: 0.7510 (0.7904)  loss_vfl_dn_0: 0.4680 (0.4620)  loss_vfl_dn_1: 0.4023 (0.3984)  loss_vfl_dn_2: 0.3911 (0.3825)  loss_vfl_dn_3: 0.3851 (0.3749)  loss_vfl_dn_4: 0.3811 (0.3722)  loss_vfl_dn_5: 0.3813 (0.3714)  time: 0.4771  data: 0.0145  max mem: 5654
Epoch: [27]  [3300/7393]  eta: 0:32:50  lr: 0.000010  loss: 16.2659 (16.6177)  loss_bbox: 0.1676 (0.1631)  loss_bbox_aux_0: 0.1877 (0.1752)  loss_bbox_aux_1: 0.1739 (0.1680)  loss_bbox_aux_2: 0.1684 (0.1652)  loss_bbox_aux_3: 0.1686 (0.1634)  loss_bbox_aux_4: 0.1692 (0.1630)  loss_bbox_aux_5: 0.2258 (0.2153)  loss_bbox_dn_0: 0.3032 (0.2885)  loss_bbox_dn_1: 0.2356 (0.2195)  loss_bbox_dn_2: 0.1992 (0.1977)  loss_bbox_dn_3: 0.1945 (0.1906)  loss_bbox_dn_4: 0.1950 (0.1892)  loss_bbox_dn_5: 0.1950 (0.1892)  loss_giou: 0.4748 (0.4934)  loss_giou_aux_0: 0.5234 (0.5175)  loss_giou_aux_1: 0.4881 (0.5030)  loss_giou_aux_2: 0.4827 (0.4975)  loss_giou_aux_3: 0.4704 (0.4944)  loss_giou_aux_4: 0.4673 (0.4935)  loss_giou_aux_5: 0.5739 (0.5867)  loss_giou_dn_0: 0.5815 (0.6096)  loss_giou_dn_1: 0.5098 (0.5046)  loss_giou_dn_2: 0.4894 (0.4760)  loss_giou_dn_3: 0.4791 (0.4675)  loss_giou_dn_4: 0.4742 (0.4656)  loss_giou_dn_5: 0.4743 (0.4657)  loss_vfl: 0.6779 (0.6968)  loss_vfl_aux_0: 0.7908 (0.8147)  loss_vfl_aux_1: 0.7322 (0.7587)  loss_vfl_aux_2: 0.7014 (0.7252)  loss_vfl_aux_3: 0.6779 (0.7084)  loss_vfl_aux_4: 0.6857 (0.7001)  loss_vfl_aux_5: 0.7612 (0.7904)  loss_vfl_dn_0: 0.4561 (0.4619)  loss_vfl_dn_1: 0.3961 (0.3984)  loss_vfl_dn_2: 0.3736 (0.3824)  loss_vfl_dn_3: 0.3673 (0.3748)  loss_vfl_dn_4: 0.3606 (0.3720)  loss_vfl_dn_5: 0.3632 (0.3712)  time: 0.4706  data: 0.0139  max mem: 5654
Epoch: [27]  [3400/7393]  eta: 0:32:00  lr: 0.000010  loss: 16.1125 (16.6134)  loss_bbox: 0.1493 (0.1630)  loss_bbox_aux_0: 0.1620 (0.1752)  loss_bbox_aux_1: 0.1522 (0.1680)  loss_bbox_aux_2: 0.1515 (0.1652)  loss_bbox_aux_3: 0.1495 (0.1633)  loss_bbox_aux_4: 0.1493 (0.1629)  loss_bbox_aux_5: 0.2048 (0.2153)  loss_bbox_dn_0: 0.2566 (0.2883)  loss_bbox_dn_1: 0.1906 (0.2193)  loss_bbox_dn_2: 0.1759 (0.1975)  loss_bbox_dn_3: 0.1715 (0.1904)  loss_bbox_dn_4: 0.1715 (0.1890)  loss_bbox_dn_5: 0.1716 (0.1890)  loss_giou: 0.4749 (0.4934)  loss_giou_aux_0: 0.4952 (0.5175)  loss_giou_aux_1: 0.4888 (0.5031)  loss_giou_aux_2: 0.4763 (0.4975)  loss_giou_aux_3: 0.4673 (0.4944)  loss_giou_aux_4: 0.4731 (0.4934)  loss_giou_aux_5: 0.5939 (0.5866)  loss_giou_dn_0: 0.6044 (0.6096)  loss_giou_dn_1: 0.4893 (0.5046)  loss_giou_dn_2: 0.4595 (0.4759)  loss_giou_dn_3: 0.4499 (0.4674)  loss_giou_dn_4: 0.4501 (0.4655)  loss_giou_dn_5: 0.4497 (0.4657)  loss_vfl: 0.6752 (0.6965)  loss_vfl_aux_0: 0.7661 (0.8141)  loss_vfl_aux_1: 0.7369 (0.7583)  loss_vfl_aux_2: 0.7098 (0.7248)  loss_vfl_aux_3: 0.6832 (0.7082)  loss_vfl_aux_4: 0.6806 (0.6999)  loss_vfl_aux_5: 0.7581 (0.7901)  loss_vfl_dn_0: 0.4631 (0.4619)  loss_vfl_dn_1: 0.3914 (0.3984)  loss_vfl_dn_2: 0.3743 (0.3824)  loss_vfl_dn_3: 0.3664 (0.3748)  loss_vfl_dn_4: 0.3656 (0.3720)  loss_vfl_dn_5: 0.3649 (0.3712)  time: 0.4702  data: 0.0141  max mem: 5654
Epoch: [27]  [3500/7393]  eta: 0:31:12  lr: 0.000010  loss: 16.2859 (16.6106)  loss_bbox: 0.1474 (0.1628)  loss_bbox_aux_0: 0.1611 (0.1750)  loss_bbox_aux_1: 0.1569 (0.1678)  loss_bbox_aux_2: 0.1558 (0.1650)  loss_bbox_aux_3: 0.1517 (0.1631)  loss_bbox_aux_4: 0.1473 (0.1628)  loss_bbox_aux_5: 0.1967 (0.2152)  loss_bbox_dn_0: 0.2783 (0.2880)  loss_bbox_dn_1: 0.2093 (0.2190)  loss_bbox_dn_2: 0.1859 (0.1973)  loss_bbox_dn_3: 0.1748 (0.1902)  loss_bbox_dn_4: 0.1742 (0.1888)  loss_bbox_dn_5: 0.1742 (0.1888)  loss_giou: 0.4572 (0.4934)  loss_giou_aux_0: 0.5111 (0.5176)  loss_giou_aux_1: 0.4742 (0.5031)  loss_giou_aux_2: 0.4590 (0.4975)  loss_giou_aux_3: 0.4590 (0.4944)  loss_giou_aux_4: 0.4580 (0.4935)  loss_giou_aux_5: 0.5590 (0.5867)  loss_giou_dn_0: 0.5971 (0.6096)  loss_giou_dn_1: 0.5015 (0.5046)  loss_giou_dn_2: 0.4601 (0.4759)  loss_giou_dn_3: 0.4502 (0.4674)  loss_giou_dn_4: 0.4485 (0.4655)  loss_giou_dn_5: 0.4485 (0.4656)  loss_vfl: 0.6696 (0.6966)  loss_vfl_aux_0: 0.7914 (0.8141)  loss_vfl_aux_1: 0.7174 (0.7582)  loss_vfl_aux_2: 0.7015 (0.7248)  loss_vfl_aux_3: 0.6790 (0.7081)  loss_vfl_aux_4: 0.6653 (0.6999)  loss_vfl_aux_5: 0.7554 (0.7900)  loss_vfl_dn_0: 0.4607 (0.4618)  loss_vfl_dn_1: 0.3893 (0.3983)  loss_vfl_dn_2: 0.3796 (0.3823)  loss_vfl_dn_3: 0.3712 (0.3747)  loss_vfl_dn_4: 0.3674 (0.3720)  loss_vfl_dn_5: 0.3664 (0.3712)  time: 0.4767  data: 0.0141  max mem: 5654
Epoch: [27]  [3600/7393]  eta: 0:30:23  lr: 0.000010  loss: 16.5110 (16.6100)  loss_bbox: 0.1639 (0.1629)  loss_bbox_aux_0: 0.1811 (0.1751)  loss_bbox_aux_1: 0.1771 (0.1680)  loss_bbox_aux_2: 0.1684 (0.1651)  loss_bbox_aux_3: 0.1630 (0.1632)  loss_bbox_aux_4: 0.1636 (0.1629)  loss_bbox_aux_5: 0.2216 (0.2152)  loss_bbox_dn_0: 0.2713 (0.2883)  loss_bbox_dn_1: 0.1975 (0.2192)  loss_bbox_dn_2: 0.1874 (0.1974)  loss_bbox_dn_3: 0.1832 (0.1903)  loss_bbox_dn_4: 0.1818 (0.1889)  loss_bbox_dn_5: 0.1820 (0.1889)  loss_giou: 0.4523 (0.4934)  loss_giou_aux_0: 0.4952 (0.5175)  loss_giou_aux_1: 0.4841 (0.5030)  loss_giou_aux_2: 0.4673 (0.4975)  loss_giou_aux_3: 0.4558 (0.4944)  loss_giou_aux_4: 0.4530 (0.4934)  loss_giou_aux_5: 0.5738 (0.5865)  loss_giou_dn_0: 0.5998 (0.6095)  loss_giou_dn_1: 0.4799 (0.5045)  loss_giou_dn_2: 0.4549 (0.4758)  loss_giou_dn_3: 0.4502 (0.4673)  loss_giou_dn_4: 0.4489 (0.4654)  loss_giou_dn_5: 0.4482 (0.4655)  loss_vfl: 0.6713 (0.6963)  loss_vfl_aux_0: 0.8195 (0.8142)  loss_vfl_aux_1: 0.7467 (0.7580)  loss_vfl_aux_2: 0.6994 (0.7246)  loss_vfl_aux_3: 0.6814 (0.7078)  loss_vfl_aux_4: 0.6728 (0.6996)  loss_vfl_aux_5: 0.7883 (0.7901)  loss_vfl_dn_0: 0.4594 (0.4619)  loss_vfl_dn_1: 0.4040 (0.3983)  loss_vfl_dn_2: 0.3851 (0.3823)  loss_vfl_dn_3: 0.3728 (0.3747)  loss_vfl_dn_4: 0.3685 (0.3720)  loss_vfl_dn_5: 0.3670 (0.3712)  time: 0.4760  data: 0.0137  max mem: 5654
Epoch: [27]  [3700/7393]  eta: 0:29:34  lr: 0.000010  loss: 15.9693 (16.6062)  loss_bbox: 0.1416 (0.1631)  loss_bbox_aux_0: 0.1623 (0.1753)  loss_bbox_aux_1: 0.1545 (0.1681)  loss_bbox_aux_2: 0.1529 (0.1652)  loss_bbox_aux_3: 0.1444 (0.1634)  loss_bbox_aux_4: 0.1433 (0.1630)  loss_bbox_aux_5: 0.2074 (0.2154)  loss_bbox_dn_0: 0.2910 (0.2886)  loss_bbox_dn_1: 0.2083 (0.2194)  loss_bbox_dn_2: 0.1791 (0.1976)  loss_bbox_dn_3: 0.1733 (0.1905)  loss_bbox_dn_4: 0.1725 (0.1891)  loss_bbox_dn_5: 0.1725 (0.1891)  loss_giou: 0.4457 (0.4927)  loss_giou_aux_0: 0.4825 (0.5169)  loss_giou_aux_1: 0.4601 (0.5024)  loss_giou_aux_2: 0.4538 (0.4968)  loss_giou_aux_3: 0.4379 (0.4937)  loss_giou_aux_4: 0.4405 (0.4928)  loss_giou_aux_5: 0.5201 (0.5859)  loss_giou_dn_0: 0.5733 (0.6092)  loss_giou_dn_1: 0.4617 (0.5040)  loss_giou_dn_2: 0.4325 (0.4754)  loss_giou_dn_3: 0.4185 (0.4669)  loss_giou_dn_4: 0.4144 (0.4649)  loss_giou_dn_5: 0.4143 (0.4651)  loss_vfl: 0.6941 (0.6964)  loss_vfl_aux_0: 0.8489 (0.8145)  loss_vfl_aux_1: 0.7631 (0.7582)  loss_vfl_aux_2: 0.7629 (0.7248)  loss_vfl_aux_3: 0.7251 (0.7080)  loss_vfl_aux_4: 0.7081 (0.6998)  loss_vfl_aux_5: 0.7874 (0.7902)  loss_vfl_dn_0: 0.4580 (0.4618)  loss_vfl_dn_1: 0.3915 (0.3983)  loss_vfl_dn_2: 0.3750 (0.3823)  loss_vfl_dn_3: 0.3647 (0.3747)  loss_vfl_dn_4: 0.3636 (0.3719)  loss_vfl_dn_5: 0.3627 (0.3711)  time: 0.4803  data: 0.0142  max mem: 5654
Epoch: [27]  [3800/7393]  eta: 0:28:45  lr: 0.000010  loss: 16.4664 (16.6038)  loss_bbox: 0.1518 (0.1630)  loss_bbox_aux_0: 0.1639 (0.1754)  loss_bbox_aux_1: 0.1555 (0.1681)  loss_bbox_aux_2: 0.1638 (0.1652)  loss_bbox_aux_3: 0.1541 (0.1634)  loss_bbox_aux_4: 0.1522 (0.1630)  loss_bbox_aux_5: 0.2030 (0.2154)  loss_bbox_dn_0: 0.2878 (0.2886)  loss_bbox_dn_1: 0.2105 (0.2194)  loss_bbox_dn_2: 0.1942 (0.1976)  loss_bbox_dn_3: 0.1911 (0.1905)  loss_bbox_dn_4: 0.1889 (0.1891)  loss_bbox_dn_5: 0.1888 (0.1891)  loss_giou: 0.4541 (0.4926)  loss_giou_aux_0: 0.4932 (0.5168)  loss_giou_aux_1: 0.4723 (0.5024)  loss_giou_aux_2: 0.4626 (0.4967)  loss_giou_aux_3: 0.4597 (0.4936)  loss_giou_aux_4: 0.4640 (0.4926)  loss_giou_aux_5: 0.5737 (0.5859)  loss_giou_dn_0: 0.5836 (0.6089)  loss_giou_dn_1: 0.4888 (0.5038)  loss_giou_dn_2: 0.4563 (0.4751)  loss_giou_dn_3: 0.4490 (0.4666)  loss_giou_dn_4: 0.4474 (0.4647)  loss_giou_dn_5: 0.4477 (0.4649)  loss_vfl: 0.6910 (0.6965)  loss_vfl_aux_0: 0.8060 (0.8145)  loss_vfl_aux_1: 0.7471 (0.7581)  loss_vfl_aux_2: 0.7215 (0.7247)  loss_vfl_aux_3: 0.7018 (0.7080)  loss_vfl_aux_4: 0.6897 (0.6999)  loss_vfl_aux_5: 0.7797 (0.7901)  loss_vfl_dn_0: 0.4591 (0.4618)  loss_vfl_dn_1: 0.3971 (0.3982)  loss_vfl_dn_2: 0.3820 (0.3822)  loss_vfl_dn_3: 0.3729 (0.3746)  loss_vfl_dn_4: 0.3694 (0.3718)  loss_vfl_dn_5: 0.3709 (0.3710)  time: 0.4623  data: 0.0141  max mem: 5654
Epoch: [27]  [3900/7393]  eta: 0:28:02  lr: 0.000010  loss: 16.2204 (16.6030)  loss_bbox: 0.1477 (0.1630)  loss_bbox_aux_0: 0.1590 (0.1753)  loss_bbox_aux_1: 0.1548 (0.1680)  loss_bbox_aux_2: 0.1537 (0.1652)  loss_bbox_aux_3: 0.1481 (0.1633)  loss_bbox_aux_4: 0.1499 (0.1630)  loss_bbox_aux_5: 0.2067 (0.2154)  loss_bbox_dn_0: 0.2751 (0.2888)  loss_bbox_dn_1: 0.2081 (0.2195)  loss_bbox_dn_2: 0.1800 (0.1977)  loss_bbox_dn_3: 0.1716 (0.1906)  loss_bbox_dn_4: 0.1697 (0.1892)  loss_bbox_dn_5: 0.1700 (0.1892)  loss_giou: 0.4576 (0.4924)  loss_giou_aux_0: 0.4767 (0.5165)  loss_giou_aux_1: 0.4657 (0.5021)  loss_giou_aux_2: 0.4625 (0.4966)  loss_giou_aux_3: 0.4622 (0.4934)  loss_giou_aux_4: 0.4584 (0.4924)  loss_giou_aux_5: 0.5325 (0.5856)  loss_giou_dn_0: 0.5824 (0.6086)  loss_giou_dn_1: 0.4659 (0.5035)  loss_giou_dn_2: 0.4439 (0.4748)  loss_giou_dn_3: 0.4335 (0.4663)  loss_giou_dn_4: 0.4324 (0.4644)  loss_giou_dn_5: 0.4327 (0.4646)  loss_vfl: 0.7126 (0.6967)  loss_vfl_aux_0: 0.8458 (0.8147)  loss_vfl_aux_1: 0.7624 (0.7586)  loss_vfl_aux_2: 0.7599 (0.7250)  loss_vfl_aux_3: 0.7294 (0.7083)  loss_vfl_aux_4: 0.7310 (0.7001)  loss_vfl_aux_5: 0.8011 (0.7904)  loss_vfl_dn_0: 0.4664 (0.4618)  loss_vfl_dn_1: 0.3986 (0.3982)  loss_vfl_dn_2: 0.3744 (0.3822)  loss_vfl_dn_3: 0.3629 (0.3746)  loss_vfl_dn_4: 0.3612 (0.3718)  loss_vfl_dn_5: 0.3613 (0.3710)  time: 0.7915  data: 0.0148  max mem: 5654
Epoch: [27]  [4000/7393]  eta: 0:27:13  lr: 0.000010  loss: 16.4297 (16.6056)  loss_bbox: 0.1549 (0.1631)  loss_bbox_aux_0: 0.1694 (0.1755)  loss_bbox_aux_1: 0.1611 (0.1681)  loss_bbox_aux_2: 0.1592 (0.1653)  loss_bbox_aux_3: 0.1585 (0.1634)  loss_bbox_aux_4: 0.1581 (0.1630)  loss_bbox_aux_5: 0.2119 (0.2156)  loss_bbox_dn_0: 0.2780 (0.2889)  loss_bbox_dn_1: 0.2071 (0.2197)  loss_bbox_dn_2: 0.1777 (0.1978)  loss_bbox_dn_3: 0.1708 (0.1908)  loss_bbox_dn_4: 0.1700 (0.1893)  loss_bbox_dn_5: 0.1700 (0.1893)  loss_giou: 0.4395 (0.4922)  loss_giou_aux_0: 0.4734 (0.5165)  loss_giou_aux_1: 0.4585 (0.5020)  loss_giou_aux_2: 0.4484 (0.4965)  loss_giou_aux_3: 0.4367 (0.4933)  loss_giou_aux_4: 0.4354 (0.4923)  loss_giou_aux_5: 0.5352 (0.5855)  loss_giou_dn_0: 0.6002 (0.6086)  loss_giou_dn_1: 0.4992 (0.5034)  loss_giou_dn_2: 0.4626 (0.4747)  loss_giou_dn_3: 0.4537 (0.4662)  loss_giou_dn_4: 0.4511 (0.4643)  loss_giou_dn_5: 0.4510 (0.4645)  loss_vfl: 0.7222 (0.6971)  loss_vfl_aux_0: 0.8379 (0.8150)  loss_vfl_aux_1: 0.7695 (0.7589)  loss_vfl_aux_2: 0.7161 (0.7253)  loss_vfl_aux_3: 0.7127 (0.7087)  loss_vfl_aux_4: 0.7046 (0.7005)  loss_vfl_aux_5: 0.7919 (0.7905)  loss_vfl_dn_0: 0.4678 (0.4619)  loss_vfl_dn_1: 0.4016 (0.3983)  loss_vfl_dn_2: 0.3857 (0.3822)  loss_vfl_dn_3: 0.3783 (0.3746)  loss_vfl_dn_4: 0.3762 (0.3718)  loss_vfl_dn_5: 0.3752 (0.3711)  time: 0.4786  data: 0.0141  max mem: 5654
Epoch: [27]  [4100/7393]  eta: 0:26:24  lr: 0.000010  loss: 16.8023 (16.6095)  loss_bbox: 0.1489 (0.1631)  loss_bbox_aux_0: 0.1625 (0.1756)  loss_bbox_aux_1: 0.1504 (0.1682)  loss_bbox_aux_2: 0.1463 (0.1654)  loss_bbox_aux_3: 0.1472 (0.1634)  loss_bbox_aux_4: 0.1518 (0.1630)  loss_bbox_aux_5: 0.2039 (0.2157)  loss_bbox_dn_0: 0.2494 (0.2892)  loss_bbox_dn_1: 0.1932 (0.2199)  loss_bbox_dn_2: 0.1756 (0.1980)  loss_bbox_dn_3: 0.1716 (0.1909)  loss_bbox_dn_4: 0.1718 (0.1895)  loss_bbox_dn_5: 0.1718 (0.1895)  loss_giou: 0.4978 (0.4919)  loss_giou_aux_0: 0.5159 (0.5162)  loss_giou_aux_1: 0.5087 (0.5018)  loss_giou_aux_2: 0.4966 (0.4962)  loss_giou_aux_3: 0.4947 (0.4930)  loss_giou_aux_4: 0.5020 (0.4920)  loss_giou_aux_5: 0.6021 (0.5853)  loss_giou_dn_0: 0.6169 (0.6085)  loss_giou_dn_1: 0.5102 (0.5033)  loss_giou_dn_2: 0.4826 (0.4746)  loss_giou_dn_3: 0.4735 (0.4662)  loss_giou_dn_4: 0.4698 (0.4642)  loss_giou_dn_5: 0.4697 (0.4644)  loss_vfl: 0.7274 (0.6978)  loss_vfl_aux_0: 0.8381 (0.8157)  loss_vfl_aux_1: 0.7631 (0.7595)  loss_vfl_aux_2: 0.7383 (0.7259)  loss_vfl_aux_3: 0.7073 (0.7094)  loss_vfl_aux_4: 0.7255 (0.7012)  loss_vfl_aux_5: 0.7671 (0.7909)  loss_vfl_dn_0: 0.4651 (0.4619)  loss_vfl_dn_1: 0.4073 (0.3984)  loss_vfl_dn_2: 0.3903 (0.3823)  loss_vfl_dn_3: 0.3844 (0.3747)  loss_vfl_dn_4: 0.3818 (0.3719)  loss_vfl_dn_5: 0.3816 (0.3711)  time: 0.4628  data: 0.0139  max mem: 5654
Epoch: [27]  [4200/7393]  eta: 0:25:36  lr: 0.000010  loss: 16.8797 (16.6101)  loss_bbox: 0.1430 (0.1630)  loss_bbox_aux_0: 0.1534 (0.1754)  loss_bbox_aux_1: 0.1455 (0.1681)  loss_bbox_aux_2: 0.1405 (0.1652)  loss_bbox_aux_3: 0.1422 (0.1633)  loss_bbox_aux_4: 0.1439 (0.1629)  loss_bbox_aux_5: 0.2024 (0.2155)  loss_bbox_dn_0: 0.2702 (0.2890)  loss_bbox_dn_1: 0.2053 (0.2197)  loss_bbox_dn_2: 0.1844 (0.1979)  loss_bbox_dn_3: 0.1707 (0.1908)  loss_bbox_dn_4: 0.1686 (0.1893)  loss_bbox_dn_5: 0.1684 (0.1893)  loss_giou: 0.4877 (0.4922)  loss_giou_aux_0: 0.5142 (0.5165)  loss_giou_aux_1: 0.5001 (0.5021)  loss_giou_aux_2: 0.4951 (0.4965)  loss_giou_aux_3: 0.4948 (0.4933)  loss_giou_aux_4: 0.4928 (0.4923)  loss_giou_aux_5: 0.5652 (0.5855)  loss_giou_dn_0: 0.6000 (0.6086)  loss_giou_dn_1: 0.4959 (0.5034)  loss_giou_dn_2: 0.4565 (0.4748)  loss_giou_dn_3: 0.4494 (0.4663)  loss_giou_dn_4: 0.4443 (0.4643)  loss_giou_dn_5: 0.4441 (0.4645)  loss_vfl: 0.7064 (0.6976)  loss_vfl_aux_0: 0.7742 (0.8157)  loss_vfl_aux_1: 0.7548 (0.7594)  loss_vfl_aux_2: 0.7161 (0.7259)  loss_vfl_aux_3: 0.7081 (0.7092)  loss_vfl_aux_4: 0.7049 (0.7010)  loss_vfl_aux_5: 0.7896 (0.7910)  loss_vfl_dn_0: 0.4555 (0.4620)  loss_vfl_dn_1: 0.4012 (0.3984)  loss_vfl_dn_2: 0.3852 (0.3823)  loss_vfl_dn_3: 0.3811 (0.3747)  loss_vfl_dn_4: 0.3786 (0.3720)  loss_vfl_dn_5: 0.3779 (0.3712)  time: 0.4768  data: 0.0141  max mem: 5654
Epoch: [27]  [4300/7393]  eta: 0:24:47  lr: 0.000010  loss: 15.8437 (16.6064)  loss_bbox: 0.1442 (0.1629)  loss_bbox_aux_0: 0.1615 (0.1753)  loss_bbox_aux_1: 0.1449 (0.1680)  loss_bbox_aux_2: 0.1465 (0.1651)  loss_bbox_aux_3: 0.1459 (0.1632)  loss_bbox_aux_4: 0.1428 (0.1628)  loss_bbox_aux_5: 0.2009 (0.2155)  loss_bbox_dn_0: 0.2770 (0.2890)  loss_bbox_dn_1: 0.2051 (0.2197)  loss_bbox_dn_2: 0.1754 (0.1978)  loss_bbox_dn_3: 0.1724 (0.1907)  loss_bbox_dn_4: 0.1693 (0.1893)  loss_bbox_dn_5: 0.1690 (0.1893)  loss_giou: 0.4568 (0.4917)  loss_giou_aux_0: 0.4713 (0.5160)  loss_giou_aux_1: 0.4412 (0.5015)  loss_giou_aux_2: 0.4522 (0.4960)  loss_giou_aux_3: 0.4546 (0.4927)  loss_giou_aux_4: 0.4578 (0.4918)  loss_giou_aux_5: 0.5387 (0.5850)  loss_giou_dn_0: 0.5683 (0.6083)  loss_giou_dn_1: 0.4620 (0.5031)  loss_giou_dn_2: 0.4317 (0.4745)  loss_giou_dn_3: 0.4246 (0.4660)  loss_giou_dn_4: 0.4218 (0.4641)  loss_giou_dn_5: 0.4216 (0.4642)  loss_vfl: 0.7071 (0.6980)  loss_vfl_aux_0: 0.8349 (0.8162)  loss_vfl_aux_1: 0.8018 (0.7598)  loss_vfl_aux_2: 0.7585 (0.7262)  loss_vfl_aux_3: 0.7156 (0.7096)  loss_vfl_aux_4: 0.7078 (0.7014)  loss_vfl_aux_5: 0.7967 (0.7912)  loss_vfl_dn_0: 0.4639 (0.4620)  loss_vfl_dn_1: 0.3974 (0.3984)  loss_vfl_dn_2: 0.3741 (0.3823)  loss_vfl_dn_3: 0.3672 (0.3747)  loss_vfl_dn_4: 0.3627 (0.3719)  loss_vfl_dn_5: 0.3604 (0.3712)  time: 0.4744  data: 0.0143  max mem: 5654
Epoch: [27]  [4400/7393]  eta: 0:23:58  lr: 0.000010  loss: 16.9562 (16.6062)  loss_bbox: 0.1536 (0.1627)  loss_bbox_aux_0: 0.1581 (0.1752)  loss_bbox_aux_1: 0.1565 (0.1678)  loss_bbox_aux_2: 0.1580 (0.1650)  loss_bbox_aux_3: 0.1539 (0.1631)  loss_bbox_aux_4: 0.1528 (0.1627)  loss_bbox_aux_5: 0.2039 (0.2153)  loss_bbox_dn_0: 0.2782 (0.2889)  loss_bbox_dn_1: 0.2144 (0.2196)  loss_bbox_dn_2: 0.1982 (0.1977)  loss_bbox_dn_3: 0.1872 (0.1906)  loss_bbox_dn_4: 0.1824 (0.1892)  loss_bbox_dn_5: 0.1824 (0.1892)  loss_giou: 0.4770 (0.4917)  loss_giou_aux_0: 0.5020 (0.5160)  loss_giou_aux_1: 0.4874 (0.5016)  loss_giou_aux_2: 0.4847 (0.4960)  loss_giou_aux_3: 0.4770 (0.4928)  loss_giou_aux_4: 0.4821 (0.4918)  loss_giou_aux_5: 0.5752 (0.5850)  loss_giou_dn_0: 0.6016 (0.6083)  loss_giou_dn_1: 0.4970 (0.5032)  loss_giou_dn_2: 0.4774 (0.4745)  loss_giou_dn_3: 0.4656 (0.4660)  loss_giou_dn_4: 0.4617 (0.4641)  loss_giou_dn_5: 0.4617 (0.4642)  loss_vfl: 0.7172 (0.6981)  loss_vfl_aux_0: 0.8385 (0.8165)  loss_vfl_aux_1: 0.7697 (0.7601)  loss_vfl_aux_2: 0.7408 (0.7263)  loss_vfl_aux_3: 0.7139 (0.7097)  loss_vfl_aux_4: 0.7250 (0.7015)  loss_vfl_aux_5: 0.7967 (0.7913)  loss_vfl_dn_0: 0.4660 (0.4620)  loss_vfl_dn_1: 0.4100 (0.3984)  loss_vfl_dn_2: 0.3909 (0.3823)  loss_vfl_dn_3: 0.3836 (0.3747)  loss_vfl_dn_4: 0.3790 (0.3720)  loss_vfl_dn_5: 0.3766 (0.3712)  time: 0.4724  data: 0.0139  max mem: 5654
Epoch: [27]  [4500/7393]  eta: 0:23:10  lr: 0.000010  loss: 16.3471 (16.6066)  loss_bbox: 0.1470 (0.1627)  loss_bbox_aux_0: 0.1462 (0.1753)  loss_bbox_aux_1: 0.1459 (0.1679)  loss_bbox_aux_2: 0.1425 (0.1650)  loss_bbox_aux_3: 0.1422 (0.1631)  loss_bbox_aux_4: 0.1466 (0.1627)  loss_bbox_aux_5: 0.1933 (0.2154)  loss_bbox_dn_0: 0.2535 (0.2890)  loss_bbox_dn_1: 0.1856 (0.2197)  loss_bbox_dn_2: 0.1711 (0.1977)  loss_bbox_dn_3: 0.1611 (0.1906)  loss_bbox_dn_4: 0.1605 (0.1892)  loss_bbox_dn_5: 0.1607 (0.1892)  loss_giou: 0.4825 (0.4917)  loss_giou_aux_0: 0.5132 (0.5160)  loss_giou_aux_1: 0.5017 (0.5016)  loss_giou_aux_2: 0.4936 (0.4960)  loss_giou_aux_3: 0.4891 (0.4928)  loss_giou_aux_4: 0.4860 (0.4918)  loss_giou_aux_5: 0.5654 (0.5850)  loss_giou_dn_0: 0.5873 (0.6083)  loss_giou_dn_1: 0.4777 (0.5032)  loss_giou_dn_2: 0.4581 (0.4745)  loss_giou_dn_3: 0.4522 (0.4660)  loss_giou_dn_4: 0.4499 (0.4641)  loss_giou_dn_5: 0.4496 (0.4642)  loss_vfl: 0.6911 (0.6980)  loss_vfl_aux_0: 0.8358 (0.8165)  loss_vfl_aux_1: 0.7719 (0.7602)  loss_vfl_aux_2: 0.7243 (0.7263)  loss_vfl_aux_3: 0.6970 (0.7097)  loss_vfl_aux_4: 0.7071 (0.7014)  loss_vfl_aux_5: 0.8033 (0.7913)  loss_vfl_dn_0: 0.4670 (0.4620)  loss_vfl_dn_1: 0.4002 (0.3984)  loss_vfl_dn_2: 0.3781 (0.3824)  loss_vfl_dn_3: 0.3745 (0.3747)  loss_vfl_dn_4: 0.3703 (0.3720)  loss_vfl_dn_5: 0.3694 (0.3712)  time: 0.4782  data: 0.0139  max mem: 5654
Epoch: [27]  [4600/7393]  eta: 0:22:21  lr: 0.000010  loss: 16.8131 (16.6101)  loss_bbox: 0.1562 (0.1628)  loss_bbox_aux_0: 0.1688 (0.1753)  loss_bbox_aux_1: 0.1703 (0.1679)  loss_bbox_aux_2: 0.1651 (0.1650)  loss_bbox_aux_3: 0.1592 (0.1631)  loss_bbox_aux_4: 0.1566 (0.1627)  loss_bbox_aux_5: 0.2141 (0.2155)  loss_bbox_dn_0: 0.2782 (0.2889)  loss_bbox_dn_1: 0.2112 (0.2196)  loss_bbox_dn_2: 0.1874 (0.1977)  loss_bbox_dn_3: 0.1803 (0.1906)  loss_bbox_dn_4: 0.1781 (0.1891)  loss_bbox_dn_5: 0.1778 (0.1891)  loss_giou: 0.4942 (0.4921)  loss_giou_aux_0: 0.5086 (0.5164)  loss_giou_aux_1: 0.5054 (0.5020)  loss_giou_aux_2: 0.5170 (0.4964)  loss_giou_aux_3: 0.4926 (0.4932)  loss_giou_aux_4: 0.4962 (0.4921)  loss_giou_aux_5: 0.6068 (0.5854)  loss_giou_dn_0: 0.6312 (0.6084)  loss_giou_dn_1: 0.5350 (0.5033)  loss_giou_dn_2: 0.5104 (0.4747)  loss_giou_dn_3: 0.5051 (0.4662)  loss_giou_dn_4: 0.5034 (0.4642)  loss_giou_dn_5: 0.5035 (0.4644)  loss_vfl: 0.6948 (0.6981)  loss_vfl_aux_0: 0.8033 (0.8165)  loss_vfl_aux_1: 0.7705 (0.7602)  loss_vfl_aux_2: 0.7354 (0.7263)  loss_vfl_aux_3: 0.7200 (0.7096)  loss_vfl_aux_4: 0.6982 (0.7015)  loss_vfl_aux_5: 0.7652 (0.7911)  loss_vfl_dn_0: 0.4591 (0.4620)  loss_vfl_dn_1: 0.4023 (0.3984)  loss_vfl_dn_2: 0.3847 (0.3824)  loss_vfl_dn_3: 0.3786 (0.3748)  loss_vfl_dn_4: 0.3742 (0.3720)  loss_vfl_dn_5: 0.3743 (0.3712)  time: 0.4751  data: 0.0143  max mem: 5654
Epoch: [27]  [4700/7393]  eta: 0:21:33  lr: 0.000010  loss: 17.1825 (16.6135)  loss_bbox: 0.1629 (0.1629)  loss_bbox_aux_0: 0.1797 (0.1753)  loss_bbox_aux_1: 0.1839 (0.1680)  loss_bbox_aux_2: 0.1666 (0.1651)  loss_bbox_aux_3: 0.1690 (0.1632)  loss_bbox_aux_4: 0.1646 (0.1628)  loss_bbox_aux_5: 0.2266 (0.2155)  loss_bbox_dn_0: 0.3091 (0.2888)  loss_bbox_dn_1: 0.2393 (0.2196)  loss_bbox_dn_2: 0.2159 (0.1977)  loss_bbox_dn_3: 0.2088 (0.1906)  loss_bbox_dn_4: 0.2079 (0.1891)  loss_bbox_dn_5: 0.2078 (0.1891)  loss_giou: 0.4573 (0.4920)  loss_giou_aux_0: 0.5017 (0.5164)  loss_giou_aux_1: 0.4804 (0.5020)  loss_giou_aux_2: 0.4612 (0.4964)  loss_giou_aux_3: 0.4646 (0.4932)  loss_giou_aux_4: 0.4577 (0.4921)  loss_giou_aux_5: 0.5727 (0.5854)  loss_giou_dn_0: 0.5984 (0.6084)  loss_giou_dn_1: 0.5067 (0.5033)  loss_giou_dn_2: 0.4821 (0.4747)  loss_giou_dn_3: 0.4723 (0.4662)  loss_giou_dn_4: 0.4707 (0.4642)  loss_giou_dn_5: 0.4708 (0.4644)  loss_vfl: 0.7446 (0.6984)  loss_vfl_aux_0: 0.8719 (0.8170)  loss_vfl_aux_1: 0.8056 (0.7606)  loss_vfl_aux_2: 0.7416 (0.7266)  loss_vfl_aux_3: 0.7446 (0.7099)  loss_vfl_aux_4: 0.7570 (0.7018)  loss_vfl_aux_5: 0.8133 (0.7913)  loss_vfl_dn_0: 0.4665 (0.4621)  loss_vfl_dn_1: 0.3994 (0.3985)  loss_vfl_dn_2: 0.3845 (0.3825)  loss_vfl_dn_3: 0.3806 (0.3748)  loss_vfl_dn_4: 0.3808 (0.3721)  loss_vfl_dn_5: 0.3793 (0.3713)  time: 0.4794  data: 0.0140  max mem: 5654
Epoch: [27]  [4800/7393]  eta: 0:20:44  lr: 0.000010  loss: 16.7670 (16.6097)  loss_bbox: 0.1454 (0.1627)  loss_bbox_aux_0: 0.1615 (0.1752)  loss_bbox_aux_1: 0.1489 (0.1678)  loss_bbox_aux_2: 0.1520 (0.1650)  loss_bbox_aux_3: 0.1500 (0.1631)  loss_bbox_aux_4: 0.1455 (0.1626)  loss_bbox_aux_5: 0.2023 (0.2154)  loss_bbox_dn_0: 0.2647 (0.2887)  loss_bbox_dn_1: 0.1974 (0.2195)  loss_bbox_dn_2: 0.1843 (0.1976)  loss_bbox_dn_3: 0.1807 (0.1905)  loss_bbox_dn_4: 0.1793 (0.1890)  loss_bbox_dn_5: 0.1796 (0.1890)  loss_giou: 0.4823 (0.4919)  loss_giou_aux_0: 0.5033 (0.5164)  loss_giou_aux_1: 0.5025 (0.5018)  loss_giou_aux_2: 0.5053 (0.4963)  loss_giou_aux_3: 0.5041 (0.4930)  loss_giou_aux_4: 0.5006 (0.4920)  loss_giou_aux_5: 0.5849 (0.5853)  loss_giou_dn_0: 0.5954 (0.6084)  loss_giou_dn_1: 0.4915 (0.5033)  loss_giou_dn_2: 0.4646 (0.4746)  loss_giou_dn_3: 0.4559 (0.4661)  loss_giou_dn_4: 0.4533 (0.4641)  loss_giou_dn_5: 0.4539 (0.4643)  loss_vfl: 0.6788 (0.6983)  loss_vfl_aux_0: 0.7764 (0.8169)  loss_vfl_aux_1: 0.7351 (0.7607)  loss_vfl_aux_2: 0.6745 (0.7265)  loss_vfl_aux_3: 0.6821 (0.7098)  loss_vfl_aux_4: 0.6926 (0.7017)  loss_vfl_aux_5: 0.7289 (0.7910)  loss_vfl_dn_0: 0.4560 (0.4621)  loss_vfl_dn_1: 0.4023 (0.3985)  loss_vfl_dn_2: 0.3893 (0.3825)  loss_vfl_dn_3: 0.3802 (0.3748)  loss_vfl_dn_4: 0.3760 (0.3721)  loss_vfl_dn_5: 0.3751 (0.3713)  time: 0.4682  data: 0.0138  max mem: 5654
Epoch: [27]  [4900/7393]  eta: 0:19:56  lr: 0.000010  loss: 16.4136 (16.6150)  loss_bbox: 0.1657 (0.1627)  loss_bbox_aux_0: 0.1653 (0.1752)  loss_bbox_aux_1: 0.1576 (0.1678)  loss_bbox_aux_2: 0.1675 (0.1650)  loss_bbox_aux_3: 0.1704 (0.1631)  loss_bbox_aux_4: 0.1659 (0.1627)  loss_bbox_aux_5: 0.2102 (0.2155)  loss_bbox_dn_0: 0.2623 (0.2887)  loss_bbox_dn_1: 0.1913 (0.2196)  loss_bbox_dn_2: 0.1775 (0.1977)  loss_bbox_dn_3: 0.1707 (0.1906)  loss_bbox_dn_4: 0.1691 (0.1891)  loss_bbox_dn_5: 0.1692 (0.1892)  loss_giou: 0.4537 (0.4920)  loss_giou_aux_0: 0.4840 (0.5164)  loss_giou_aux_1: 0.4616 (0.5019)  loss_giou_aux_2: 0.4563 (0.4964)  loss_giou_aux_3: 0.4619 (0.4931)  loss_giou_aux_4: 0.4542 (0.4921)  loss_giou_aux_5: 0.5623 (0.5855)  loss_giou_dn_0: 0.5757 (0.6084)  loss_giou_dn_1: 0.4677 (0.5033)  loss_giou_dn_2: 0.4394 (0.4746)  loss_giou_dn_3: 0.4312 (0.4661)  loss_giou_dn_4: 0.4277 (0.4642)  loss_giou_dn_5: 0.4283 (0.4644)  loss_vfl: 0.7211 (0.6988)  loss_vfl_aux_0: 0.8406 (0.8175)  loss_vfl_aux_1: 0.7624 (0.7613)  loss_vfl_aux_2: 0.7232 (0.7268)  loss_vfl_aux_3: 0.7186 (0.7102)  loss_vfl_aux_4: 0.7301 (0.7022)  loss_vfl_aux_5: 0.7830 (0.7913)  loss_vfl_dn_0: 0.4606 (0.4621)  loss_vfl_dn_1: 0.4010 (0.3986)  loss_vfl_dn_2: 0.3859 (0.3825)  loss_vfl_dn_3: 0.3780 (0.3749)  loss_vfl_dn_4: 0.3763 (0.3721)  loss_vfl_dn_5: 0.3744 (0.3714)  time: 0.4759  data: 0.0144  max mem: 5654
Epoch: [27]  [5000/7393]  eta: 0:19:07  lr: 0.000010  loss: 16.2299 (16.6173)  loss_bbox: 0.1473 (0.1628)  loss_bbox_aux_0: 0.1591 (0.1753)  loss_bbox_aux_1: 0.1547 (0.1679)  loss_bbox_aux_2: 0.1469 (0.1651)  loss_bbox_aux_3: 0.1500 (0.1632)  loss_bbox_aux_4: 0.1473 (0.1627)  loss_bbox_aux_5: 0.2127 (0.2157)  loss_bbox_dn_0: 0.2760 (0.2891)  loss_bbox_dn_1: 0.2053 (0.2199)  loss_bbox_dn_2: 0.1811 (0.1980)  loss_bbox_dn_3: 0.1730 (0.1909)  loss_bbox_dn_4: 0.1705 (0.1894)  loss_bbox_dn_5: 0.1705 (0.1894)  loss_giou: 0.4594 (0.4917)  loss_giou_aux_0: 0.4967 (0.5162)  loss_giou_aux_1: 0.4757 (0.5016)  loss_giou_aux_2: 0.4605 (0.4961)  loss_giou_aux_3: 0.4616 (0.4929)  loss_giou_aux_4: 0.4608 (0.4918)  loss_giou_aux_5: 0.5625 (0.5854)  loss_giou_dn_0: 0.5869 (0.6084)  loss_giou_dn_1: 0.4839 (0.5033)  loss_giou_dn_2: 0.4538 (0.4746)  loss_giou_dn_3: 0.4464 (0.4661)  loss_giou_dn_4: 0.4453 (0.4642)  loss_giou_dn_5: 0.4453 (0.4643)  loss_vfl: 0.6702 (0.6990)  loss_vfl_aux_0: 0.8123 (0.8178)  loss_vfl_aux_1: 0.7308 (0.7617)  loss_vfl_aux_2: 0.6892 (0.7270)  loss_vfl_aux_3: 0.6772 (0.7103)  loss_vfl_aux_4: 0.6696 (0.7024)  loss_vfl_aux_5: 0.7997 (0.7913)  loss_vfl_dn_0: 0.4577 (0.4621)  loss_vfl_dn_1: 0.3967 (0.3986)  loss_vfl_dn_2: 0.3775 (0.3825)  loss_vfl_dn_3: 0.3752 (0.3749)  loss_vfl_dn_4: 0.3682 (0.3721)  loss_vfl_dn_5: 0.3709 (0.3713)  time: 0.4762  data: 0.0140  max mem: 5654
Epoch: [27]  [5100/7393]  eta: 0:18:22  lr: 0.000010  loss: 16.7515 (16.6173)  loss_bbox: 0.1523 (0.1628)  loss_bbox_aux_0: 0.1710 (0.1753)  loss_bbox_aux_1: 0.1543 (0.1680)  loss_bbox_aux_2: 0.1589 (0.1652)  loss_bbox_aux_3: 0.1515 (0.1632)  loss_bbox_aux_4: 0.1530 (0.1628)  loss_bbox_aux_5: 0.2182 (0.2158)  loss_bbox_dn_0: 0.2522 (0.2891)  loss_bbox_dn_1: 0.2035 (0.2200)  loss_bbox_dn_2: 0.1850 (0.1980)  loss_bbox_dn_3: 0.1794 (0.1909)  loss_bbox_dn_4: 0.1792 (0.1894)  loss_bbox_dn_5: 0.1792 (0.1894)  loss_giou: 0.5070 (0.4918)  loss_giou_aux_0: 0.5344 (0.5163)  loss_giou_aux_1: 0.5297 (0.5017)  loss_giou_aux_2: 0.5217 (0.4962)  loss_giou_aux_3: 0.5024 (0.4930)  loss_giou_aux_4: 0.5070 (0.4919)  loss_giou_aux_5: 0.6002 (0.5854)  loss_giou_dn_0: 0.6195 (0.6084)  loss_giou_dn_1: 0.5224 (0.5034)  loss_giou_dn_2: 0.4916 (0.4747)  loss_giou_dn_3: 0.4754 (0.4662)  loss_giou_dn_4: 0.4732 (0.4643)  loss_giou_dn_5: 0.4731 (0.4644)  loss_vfl: 0.6684 (0.6988)  loss_vfl_aux_0: 0.7989 (0.8178)  loss_vfl_aux_1: 0.7367 (0.7616)  loss_vfl_aux_2: 0.7061 (0.7268)  loss_vfl_aux_3: 0.6798 (0.7101)  loss_vfl_aux_4: 0.6643 (0.7022)  loss_vfl_aux_5: 0.7572 (0.7911)  loss_vfl_dn_0: 0.4611 (0.4621)  loss_vfl_dn_1: 0.3998 (0.3986)  loss_vfl_dn_2: 0.3847 (0.3825)  loss_vfl_dn_3: 0.3774 (0.3749)  loss_vfl_dn_4: 0.3760 (0.3721)  loss_vfl_dn_5: 0.3748 (0.3713)  time: 0.5003  data: 0.0146  max mem: 5654
Epoch: [27]  [5200/7393]  eta: 0:17:36  lr: 0.000010  loss: 17.0225 (16.6176)  loss_bbox: 0.1549 (0.1629)  loss_bbox_aux_0: 0.1709 (0.1754)  loss_bbox_aux_1: 0.1603 (0.1680)  loss_bbox_aux_2: 0.1498 (0.1652)  loss_bbox_aux_3: 0.1563 (0.1632)  loss_bbox_aux_4: 0.1566 (0.1628)  loss_bbox_aux_5: 0.1945 (0.2158)  loss_bbox_dn_0: 0.2657 (0.2891)  loss_bbox_dn_1: 0.1922 (0.2200)  loss_bbox_dn_2: 0.1810 (0.1980)  loss_bbox_dn_3: 0.1718 (0.1909)  loss_bbox_dn_4: 0.1682 (0.1895)  loss_bbox_dn_5: 0.1682 (0.1895)  loss_giou: 0.5028 (0.4918)  loss_giou_aux_0: 0.5221 (0.5162)  loss_giou_aux_1: 0.5162 (0.5016)  loss_giou_aux_2: 0.5016 (0.4962)  loss_giou_aux_3: 0.5041 (0.4929)  loss_giou_aux_4: 0.5068 (0.4918)  loss_giou_aux_5: 0.5748 (0.5853)  loss_giou_dn_0: 0.6222 (0.6083)  loss_giou_dn_1: 0.5138 (0.5033)  loss_giou_dn_2: 0.4887 (0.4746)  loss_giou_dn_3: 0.4862 (0.4661)  loss_giou_dn_4: 0.4849 (0.4641)  loss_giou_dn_5: 0.4849 (0.4643)  loss_vfl: 0.6751 (0.6989)  loss_vfl_aux_0: 0.7844 (0.8179)  loss_vfl_aux_1: 0.7516 (0.7618)  loss_vfl_aux_2: 0.7054 (0.7270)  loss_vfl_aux_3: 0.6809 (0.7103)  loss_vfl_aux_4: 0.6733 (0.7023)  loss_vfl_aux_5: 0.7770 (0.7912)  loss_vfl_dn_0: 0.4505 (0.4621)  loss_vfl_dn_1: 0.3949 (0.3986)  loss_vfl_dn_2: 0.3802 (0.3825)  loss_vfl_dn_3: 0.3718 (0.3748)  loss_vfl_dn_4: 0.3696 (0.3721)  loss_vfl_dn_5: 0.3693 (0.3713)  time: 0.4697  data: 0.0136  max mem: 5654
Epoch: [27]  [5300/7393]  eta: 0:16:48  lr: 0.000010  loss: 16.1198 (16.6167)  loss_bbox: 0.1345 (0.1628)  loss_bbox_aux_0: 0.1479 (0.1753)  loss_bbox_aux_1: 0.1431 (0.1679)  loss_bbox_aux_2: 0.1325 (0.1651)  loss_bbox_aux_3: 0.1317 (0.1632)  loss_bbox_aux_4: 0.1349 (0.1628)  loss_bbox_aux_5: 0.1973 (0.2158)  loss_bbox_dn_0: 0.2371 (0.2891)  loss_bbox_dn_1: 0.1698 (0.2200)  loss_bbox_dn_2: 0.1534 (0.1980)  loss_bbox_dn_3: 0.1460 (0.1909)  loss_bbox_dn_4: 0.1445 (0.1895)  loss_bbox_dn_5: 0.1445 (0.1895)  loss_giou: 0.4763 (0.4917)  loss_giou_aux_0: 0.4978 (0.5161)  loss_giou_aux_1: 0.4711 (0.5015)  loss_giou_aux_2: 0.4859 (0.4960)  loss_giou_aux_3: 0.4846 (0.4927)  loss_giou_aux_4: 0.4799 (0.4917)  loss_giou_aux_5: 0.5610 (0.5852)  loss_giou_dn_0: 0.6051 (0.6083)  loss_giou_dn_1: 0.5010 (0.5032)  loss_giou_dn_2: 0.4664 (0.4745)  loss_giou_dn_3: 0.4551 (0.4660)  loss_giou_dn_4: 0.4539 (0.4640)  loss_giou_dn_5: 0.4539 (0.4642)  loss_vfl: 0.6862 (0.6990)  loss_vfl_aux_0: 0.8047 (0.8179)  loss_vfl_aux_1: 0.7563 (0.7620)  loss_vfl_aux_2: 0.7137 (0.7272)  loss_vfl_aux_3: 0.7095 (0.7105)  loss_vfl_aux_4: 0.6913 (0.7024)  loss_vfl_aux_5: 0.7730 (0.7913)  loss_vfl_dn_0: 0.4603 (0.4621)  loss_vfl_dn_1: 0.3982 (0.3986)  loss_vfl_dn_2: 0.3799 (0.3825)  loss_vfl_dn_3: 0.3746 (0.3749)  loss_vfl_dn_4: 0.3699 (0.3721)  loss_vfl_dn_5: 0.3700 (0.3713)  time: 0.4746  data: 0.0141  max mem: 5654
Epoch: [27]  [5400/7393]  eta: 0:15:59  lr: 0.000010  loss: 16.5319 (16.6165)  loss_bbox: 0.1461 (0.1628)  loss_bbox_aux_0: 0.1594 (0.1753)  loss_bbox_aux_1: 0.1528 (0.1679)  loss_bbox_aux_2: 0.1471 (0.1651)  loss_bbox_aux_3: 0.1409 (0.1631)  loss_bbox_aux_4: 0.1455 (0.1628)  loss_bbox_aux_5: 0.1938 (0.2159)  loss_bbox_dn_0: 0.2607 (0.2891)  loss_bbox_dn_1: 0.2014 (0.2200)  loss_bbox_dn_2: 0.1818 (0.1981)  loss_bbox_dn_3: 0.1785 (0.1909)  loss_bbox_dn_4: 0.1780 (0.1895)  loss_bbox_dn_5: 0.1776 (0.1895)  loss_giou: 0.4575 (0.4916)  loss_giou_aux_0: 0.4835 (0.5161)  loss_giou_aux_1: 0.4722 (0.5014)  loss_giou_aux_2: 0.4599 (0.4960)  loss_giou_aux_3: 0.4543 (0.4927)  loss_giou_aux_4: 0.4566 (0.4917)  loss_giou_aux_5: 0.5597 (0.5851)  loss_giou_dn_0: 0.6000 (0.6083)  loss_giou_dn_1: 0.4955 (0.5032)  loss_giou_dn_2: 0.4636 (0.4745)  loss_giou_dn_3: 0.4532 (0.4660)  loss_giou_dn_4: 0.4494 (0.4640)  loss_giou_dn_5: 0.4502 (0.4642)  loss_vfl: 0.7015 (0.6990)  loss_vfl_aux_0: 0.7831 (0.8178)  loss_vfl_aux_1: 0.7395 (0.7620)  loss_vfl_aux_2: 0.7296 (0.7273)  loss_vfl_aux_3: 0.7058 (0.7105)  loss_vfl_aux_4: 0.6960 (0.7024)  loss_vfl_aux_5: 0.7628 (0.7912)  loss_vfl_dn_0: 0.4653 (0.4621)  loss_vfl_dn_1: 0.4116 (0.3986)  loss_vfl_dn_2: 0.3927 (0.3825)  loss_vfl_dn_3: 0.3837 (0.3748)  loss_vfl_dn_4: 0.3800 (0.3721)  loss_vfl_dn_5: 0.3777 (0.3713)  time: 0.4652  data: 0.0140  max mem: 5654
Epoch: [27]  [5500/7393]  eta: 0:15:10  lr: 0.000010  loss: 16.7925 (16.6173)  loss_bbox: 0.1575 (0.1629)  loss_bbox_aux_0: 0.1758 (0.1753)  loss_bbox_aux_1: 0.1651 (0.1678)  loss_bbox_aux_2: 0.1639 (0.1650)  loss_bbox_aux_3: 0.1577 (0.1631)  loss_bbox_aux_4: 0.1578 (0.1628)  loss_bbox_aux_5: 0.2013 (0.2159)  loss_bbox_dn_0: 0.2863 (0.2893)  loss_bbox_dn_1: 0.2129 (0.2201)  loss_bbox_dn_2: 0.1927 (0.1981)  loss_bbox_dn_3: 0.1860 (0.1910)  loss_bbox_dn_4: 0.1845 (0.1896)  loss_bbox_dn_5: 0.1844 (0.1896)  loss_giou: 0.5140 (0.4916)  loss_giou_aux_0: 0.5320 (0.5161)  loss_giou_aux_1: 0.5216 (0.5014)  loss_giou_aux_2: 0.5055 (0.4960)  loss_giou_aux_3: 0.5212 (0.4927)  loss_giou_aux_4: 0.5138 (0.4917)  loss_giou_aux_5: 0.6158 (0.5851)  loss_giou_dn_0: 0.6054 (0.6083)  loss_giou_dn_1: 0.5132 (0.5033)  loss_giou_dn_2: 0.4807 (0.4745)  loss_giou_dn_3: 0.4749 (0.4660)  loss_giou_dn_4: 0.4735 (0.4641)  loss_giou_dn_5: 0.4737 (0.4642)  loss_vfl: 0.6859 (0.6989)  loss_vfl_aux_0: 0.7694 (0.8179)  loss_vfl_aux_1: 0.7348 (0.7621)  loss_vfl_aux_2: 0.7153 (0.7273)  loss_vfl_aux_3: 0.7138 (0.7104)  loss_vfl_aux_4: 0.6995 (0.7024)  loss_vfl_aux_5: 0.7779 (0.7912)  loss_vfl_dn_0: 0.4553 (0.4621)  loss_vfl_dn_1: 0.3946 (0.3985)  loss_vfl_dn_2: 0.3765 (0.3825)  loss_vfl_dn_3: 0.3694 (0.3748)  loss_vfl_dn_4: 0.3655 (0.3721)  loss_vfl_dn_5: 0.3660 (0.3713)  time: 0.4528  data: 0.0139  max mem: 5654
Epoch: [27]  [5600/7393]  eta: 0:14:24  lr: 0.000010  loss: 16.4216 (16.6170)  loss_bbox: 0.1552 (0.1628)  loss_bbox_aux_0: 0.1866 (0.1753)  loss_bbox_aux_1: 0.1662 (0.1678)  loss_bbox_aux_2: 0.1569 (0.1650)  loss_bbox_aux_3: 0.1565 (0.1631)  loss_bbox_aux_4: 0.1559 (0.1627)  loss_bbox_aux_5: 0.2103 (0.2158)  loss_bbox_dn_0: 0.2842 (0.2892)  loss_bbox_dn_1: 0.2162 (0.2201)  loss_bbox_dn_2: 0.1912 (0.1981)  loss_bbox_dn_3: 0.1823 (0.1910)  loss_bbox_dn_4: 0.1808 (0.1895)  loss_bbox_dn_5: 0.1808 (0.1895)  loss_giou: 0.4617 (0.4918)  loss_giou_aux_0: 0.4908 (0.5163)  loss_giou_aux_1: 0.4662 (0.5015)  loss_giou_aux_2: 0.4573 (0.4960)  loss_giou_aux_3: 0.4635 (0.4928)  loss_giou_aux_4: 0.4604 (0.4919)  loss_giou_aux_5: 0.5541 (0.5852)  loss_giou_dn_0: 0.5822 (0.6084)  loss_giou_dn_1: 0.4752 (0.5034)  loss_giou_dn_2: 0.4482 (0.4746)  loss_giou_dn_3: 0.4397 (0.4661)  loss_giou_dn_4: 0.4372 (0.4642)  loss_giou_dn_5: 0.4378 (0.4643)  loss_vfl: 0.6715 (0.6988)  loss_vfl_aux_0: 0.7965 (0.8176)  loss_vfl_aux_1: 0.7375 (0.7619)  loss_vfl_aux_2: 0.7174 (0.7272)  loss_vfl_aux_3: 0.7008 (0.7103)  loss_vfl_aux_4: 0.6830 (0.7022)  loss_vfl_aux_5: 0.7865 (0.7911)  loss_vfl_dn_0: 0.4587 (0.4621)  loss_vfl_dn_1: 0.3994 (0.3985)  loss_vfl_dn_2: 0.3833 (0.3825)  loss_vfl_dn_3: 0.3752 (0.3748)  loss_vfl_dn_4: 0.3714 (0.3721)  loss_vfl_dn_5: 0.3710 (0.3713)  time: 0.7501  data: 0.0140  max mem: 5654
Epoch: [27]  [5700/7393]  eta: 0:13:35  lr: 0.000010  loss: 16.7551 (16.6194)  loss_bbox: 0.1580 (0.1628)  loss_bbox_aux_0: 0.1710 (0.1754)  loss_bbox_aux_1: 0.1633 (0.1679)  loss_bbox_aux_2: 0.1592 (0.1650)  loss_bbox_aux_3: 0.1591 (0.1631)  loss_bbox_aux_4: 0.1559 (0.1627)  loss_bbox_aux_5: 0.2076 (0.2158)  loss_bbox_dn_0: 0.2512 (0.2891)  loss_bbox_dn_1: 0.1943 (0.2201)  loss_bbox_dn_2: 0.1760 (0.1981)  loss_bbox_dn_3: 0.1675 (0.1910)  loss_bbox_dn_4: 0.1671 (0.1896)  loss_bbox_dn_5: 0.1671 (0.1896)  loss_giou: 0.5283 (0.4917)  loss_giou_aux_0: 0.5385 (0.5162)  loss_giou_aux_1: 0.5258 (0.5014)  loss_giou_aux_2: 0.5253 (0.4960)  loss_giou_aux_3: 0.5298 (0.4928)  loss_giou_aux_4: 0.5312 (0.4918)  loss_giou_aux_5: 0.5938 (0.5851)  loss_giou_dn_0: 0.6037 (0.6084)  loss_giou_dn_1: 0.5071 (0.5034)  loss_giou_dn_2: 0.4799 (0.4747)  loss_giou_dn_3: 0.4655 (0.4662)  loss_giou_dn_4: 0.4641 (0.4642)  loss_giou_dn_5: 0.4648 (0.4644)  loss_vfl: 0.7132 (0.6992)  loss_vfl_aux_0: 0.8056 (0.8177)  loss_vfl_aux_1: 0.7553 (0.7621)  loss_vfl_aux_2: 0.7642 (0.7277)  loss_vfl_aux_3: 0.7361 (0.7107)  loss_vfl_aux_4: 0.7284 (0.7026)  loss_vfl_aux_5: 0.8075 (0.7912)  loss_vfl_dn_0: 0.4704 (0.4621)  loss_vfl_dn_1: 0.4053 (0.3986)  loss_vfl_dn_2: 0.3911 (0.3826)  loss_vfl_dn_3: 0.3876 (0.3749)  loss_vfl_dn_4: 0.3799 (0.3722)  loss_vfl_dn_5: 0.3802 (0.3714)  time: 0.4656  data: 0.0136  max mem: 5654
Epoch: [27]  [5800/7393]  eta: 0:12:47  lr: 0.000010  loss: 16.5899 (16.6213)  loss_bbox: 0.1601 (0.1628)  loss_bbox_aux_0: 0.1701 (0.1755)  loss_bbox_aux_1: 0.1637 (0.1679)  loss_bbox_aux_2: 0.1609 (0.1650)  loss_bbox_aux_3: 0.1486 (0.1631)  loss_bbox_aux_4: 0.1601 (0.1628)  loss_bbox_aux_5: 0.2172 (0.2158)  loss_bbox_dn_0: 0.2595 (0.2892)  loss_bbox_dn_1: 0.1919 (0.2201)  loss_bbox_dn_2: 0.1705 (0.1982)  loss_bbox_dn_3: 0.1633 (0.1911)  loss_bbox_dn_4: 0.1612 (0.1896)  loss_bbox_dn_5: 0.1612 (0.1896)  loss_giou: 0.4794 (0.4917)  loss_giou_aux_0: 0.4908 (0.5163)  loss_giou_aux_1: 0.4839 (0.5014)  loss_giou_aux_2: 0.4825 (0.4959)  loss_giou_aux_3: 0.4810 (0.4927)  loss_giou_aux_4: 0.4802 (0.4917)  loss_giou_aux_5: 0.5869 (0.5851)  loss_giou_dn_0: 0.5933 (0.6084)  loss_giou_dn_1: 0.4874 (0.5034)  loss_giou_dn_2: 0.4554 (0.4747)  loss_giou_dn_3: 0.4450 (0.4662)  loss_giou_dn_4: 0.4433 (0.4642)  loss_giou_dn_5: 0.4432 (0.4644)  loss_vfl: 0.7007 (0.6994)  loss_vfl_aux_0: 0.7855 (0.8178)  loss_vfl_aux_1: 0.7459 (0.7623)  loss_vfl_aux_2: 0.7282 (0.7278)  loss_vfl_aux_3: 0.7271 (0.7109)  loss_vfl_aux_4: 0.7057 (0.7028)  loss_vfl_aux_5: 0.7934 (0.7913)  loss_vfl_dn_0: 0.4598 (0.4621)  loss_vfl_dn_1: 0.3960 (0.3986)  loss_vfl_dn_2: 0.3802 (0.3826)  loss_vfl_dn_3: 0.3741 (0.3749)  loss_vfl_dn_4: 0.3728 (0.3722)  loss_vfl_dn_5: 0.3713 (0.3714)  time: 0.4767  data: 0.0140  max mem: 5654
Epoch: [27]  [5900/7393]  eta: 0:11:58  lr: 0.000010  loss: 16.9962 (16.6215)  loss_bbox: 0.1592 (0.1628)  loss_bbox_aux_0: 0.1875 (0.1755)  loss_bbox_aux_1: 0.1745 (0.1679)  loss_bbox_aux_2: 0.1631 (0.1650)  loss_bbox_aux_3: 0.1584 (0.1630)  loss_bbox_aux_4: 0.1606 (0.1627)  loss_bbox_aux_5: 0.2173 (0.2158)  loss_bbox_dn_0: 0.2835 (0.2891)  loss_bbox_dn_1: 0.2070 (0.2200)  loss_bbox_dn_2: 0.1880 (0.1981)  loss_bbox_dn_3: 0.1820 (0.1910)  loss_bbox_dn_4: 0.1813 (0.1896)  loss_bbox_dn_5: 0.1813 (0.1896)  loss_giou: 0.4666 (0.4919)  loss_giou_aux_0: 0.4866 (0.5165)  loss_giou_aux_1: 0.4705 (0.5016)  loss_giou_aux_2: 0.4633 (0.4961)  loss_giou_aux_3: 0.4655 (0.4929)  loss_giou_aux_4: 0.4687 (0.4919)  loss_giou_aux_5: 0.5628 (0.5853)  loss_giou_dn_0: 0.6156 (0.6085)  loss_giou_dn_1: 0.4983 (0.5034)  loss_giou_dn_2: 0.4662 (0.4747)  loss_giou_dn_3: 0.4602 (0.4662)  loss_giou_dn_4: 0.4593 (0.4642)  loss_giou_dn_5: 0.4592 (0.4644)  loss_vfl: 0.7098 (0.6994)  loss_vfl_aux_0: 0.7914 (0.8176)  loss_vfl_aux_1: 0.7606 (0.7622)  loss_vfl_aux_2: 0.7172 (0.7278)  loss_vfl_aux_3: 0.7025 (0.7109)  loss_vfl_aux_4: 0.7088 (0.7028)  loss_vfl_aux_5: 0.7921 (0.7912)  loss_vfl_dn_0: 0.4570 (0.4621)  loss_vfl_dn_1: 0.3988 (0.3986)  loss_vfl_dn_2: 0.3851 (0.3826)  loss_vfl_dn_3: 0.3736 (0.3749)  loss_vfl_dn_4: 0.3740 (0.3722)  loss_vfl_dn_5: 0.3732 (0.3714)  time: 0.4686  data: 0.0141  max mem: 5654
Epoch: [27]  [6000/7393]  eta: 0:11:10  lr: 0.000010  loss: 16.4444 (16.6201)  loss_bbox: 0.1549 (0.1627)  loss_bbox_aux_0: 0.1622 (0.1754)  loss_bbox_aux_1: 0.1542 (0.1678)  loss_bbox_aux_2: 0.1573 (0.1649)  loss_bbox_aux_3: 0.1567 (0.1630)  loss_bbox_aux_4: 0.1598 (0.1626)  loss_bbox_aux_5: 0.1974 (0.2158)  loss_bbox_dn_0: 0.2693 (0.2892)  loss_bbox_dn_1: 0.2010 (0.2201)  loss_bbox_dn_2: 0.1782 (0.1981)  loss_bbox_dn_3: 0.1729 (0.1910)  loss_bbox_dn_4: 0.1708 (0.1896)  loss_bbox_dn_5: 0.1708 (0.1896)  loss_giou: 0.4678 (0.4917)  loss_giou_aux_0: 0.4765 (0.5163)  loss_giou_aux_1: 0.4645 (0.5015)  loss_giou_aux_2: 0.4676 (0.4959)  loss_giou_aux_3: 0.4752 (0.4927)  loss_giou_aux_4: 0.4680 (0.4918)  loss_giou_aux_5: 0.5394 (0.5851)  loss_giou_dn_0: 0.5926 (0.6084)  loss_giou_dn_1: 0.5013 (0.5033)  loss_giou_dn_2: 0.4628 (0.4746)  loss_giou_dn_3: 0.4508 (0.4661)  loss_giou_dn_4: 0.4465 (0.4641)  loss_giou_dn_5: 0.4471 (0.4643)  loss_vfl: 0.7004 (0.6995)  loss_vfl_aux_0: 0.8195 (0.8179)  loss_vfl_aux_1: 0.7440 (0.7624)  loss_vfl_aux_2: 0.7236 (0.7279)  loss_vfl_aux_3: 0.6904 (0.7110)  loss_vfl_aux_4: 0.6971 (0.7029)  loss_vfl_aux_5: 0.8142 (0.7914)  loss_vfl_dn_0: 0.4639 (0.4621)  loss_vfl_dn_1: 0.3970 (0.3986)  loss_vfl_dn_2: 0.3777 (0.3825)  loss_vfl_dn_3: 0.3680 (0.3749)  loss_vfl_dn_4: 0.3646 (0.3722)  loss_vfl_dn_5: 0.3653 (0.3714)  time: 0.4681  data: 0.0140  max mem: 5654
Epoch: [27]  [6100/7393]  eta: 0:10:22  lr: 0.000010  loss: 15.7737 (16.6191)  loss_bbox: 0.1393 (0.1626)  loss_bbox_aux_0: 0.1530 (0.1753)  loss_bbox_aux_1: 0.1453 (0.1677)  loss_bbox_aux_2: 0.1462 (0.1648)  loss_bbox_aux_3: 0.1368 (0.1629)  loss_bbox_aux_4: 0.1373 (0.1625)  loss_bbox_aux_5: 0.1981 (0.2156)  loss_bbox_dn_0: 0.2540 (0.2889)  loss_bbox_dn_1: 0.2029 (0.2198)  loss_bbox_dn_2: 0.1781 (0.1979)  loss_bbox_dn_3: 0.1679 (0.1908)  loss_bbox_dn_4: 0.1657 (0.1893)  loss_bbox_dn_5: 0.1655 (0.1893)  loss_giou: 0.4746 (0.4920)  loss_giou_aux_0: 0.4985 (0.5166)  loss_giou_aux_1: 0.4831 (0.5017)  loss_giou_aux_2: 0.4684 (0.4962)  loss_giou_aux_3: 0.4753 (0.4930)  loss_giou_aux_4: 0.4744 (0.4920)  loss_giou_aux_5: 0.5640 (0.5854)  loss_giou_dn_0: 0.5951 (0.6085)  loss_giou_dn_1: 0.4891 (0.5035)  loss_giou_dn_2: 0.4583 (0.4748)  loss_giou_dn_3: 0.4501 (0.4663)  loss_giou_dn_4: 0.4465 (0.4643)  loss_giou_dn_5: 0.4467 (0.4645)  loss_vfl: 0.6719 (0.6993)  loss_vfl_aux_0: 0.7376 (0.8175)  loss_vfl_aux_1: 0.6889 (0.7621)  loss_vfl_aux_2: 0.6714 (0.7277)  loss_vfl_aux_3: 0.6559 (0.7108)  loss_vfl_aux_4: 0.6676 (0.7027)  loss_vfl_aux_5: 0.7431 (0.7912)  loss_vfl_dn_0: 0.4557 (0.4621)  loss_vfl_dn_1: 0.3962 (0.3986)  loss_vfl_dn_2: 0.3808 (0.3825)  loss_vfl_dn_3: 0.3740 (0.3749)  loss_vfl_dn_4: 0.3710 (0.3722)  loss_vfl_dn_5: 0.3722 (0.3714)  time: 0.4848  data: 0.0144  max mem: 5654
Epoch: [27]  [6200/7393]  eta: 0:09:33  lr: 0.000010  loss: 16.4428 (16.6233)  loss_bbox: 0.1670 (0.1626)  loss_bbox_aux_0: 0.1730 (0.1754)  loss_bbox_aux_1: 0.1630 (0.1677)  loss_bbox_aux_2: 0.1630 (0.1648)  loss_bbox_aux_3: 0.1702 (0.1629)  loss_bbox_aux_4: 0.1671 (0.1625)  loss_bbox_aux_5: 0.2046 (0.2156)  loss_bbox_dn_0: 0.2736 (0.2889)  loss_bbox_dn_1: 0.2073 (0.2198)  loss_bbox_dn_2: 0.1847 (0.1979)  loss_bbox_dn_3: 0.1788 (0.1908)  loss_bbox_dn_4: 0.1773 (0.1893)  loss_bbox_dn_5: 0.1773 (0.1893)  loss_giou: 0.4799 (0.4922)  loss_giou_aux_0: 0.5113 (0.5169)  loss_giou_aux_1: 0.4872 (0.5020)  loss_giou_aux_2: 0.4833 (0.4964)  loss_giou_aux_3: 0.4837 (0.4932)  loss_giou_aux_4: 0.4792 (0.4923)  loss_giou_aux_5: 0.5737 (0.5856)  loss_giou_dn_0: 0.5968 (0.6086)  loss_giou_dn_1: 0.4805 (0.5036)  loss_giou_dn_2: 0.4444 (0.4749)  loss_giou_dn_3: 0.4360 (0.4664)  loss_giou_dn_4: 0.4352 (0.4644)  loss_giou_dn_5: 0.4353 (0.4646)  loss_vfl: 0.6984 (0.6995)  loss_vfl_aux_0: 0.7902 (0.8175)  loss_vfl_aux_1: 0.7567 (0.7623)  loss_vfl_aux_2: 0.7235 (0.7279)  loss_vfl_aux_3: 0.7149 (0.7110)  loss_vfl_aux_4: 0.7009 (0.7029)  loss_vfl_aux_5: 0.7728 (0.7912)  loss_vfl_dn_0: 0.4667 (0.4621)  loss_vfl_dn_1: 0.4021 (0.3987)  loss_vfl_dn_2: 0.3907 (0.3826)  loss_vfl_dn_3: 0.3834 (0.3750)  loss_vfl_dn_4: 0.3792 (0.3723)  loss_vfl_dn_5: 0.3795 (0.3715)  time: 0.4608  data: 0.0144  max mem: 5654
Epoch: [27]  [6300/7393]  eta: 0:08:45  lr: 0.000010  loss: 16.7950 (16.6227)  loss_bbox: 0.1640 (0.1625)  loss_bbox_aux_0: 0.1664 (0.1754)  loss_bbox_aux_1: 0.1596 (0.1676)  loss_bbox_aux_2: 0.1653 (0.1648)  loss_bbox_aux_3: 0.1668 (0.1628)  loss_bbox_aux_4: 0.1640 (0.1625)  loss_bbox_aux_5: 0.2093 (0.2156)  loss_bbox_dn_0: 0.2876 (0.2888)  loss_bbox_dn_1: 0.2153 (0.2197)  loss_bbox_dn_2: 0.2028 (0.1978)  loss_bbox_dn_3: 0.1922 (0.1907)  loss_bbox_dn_4: 0.1870 (0.1892)  loss_bbox_dn_5: 0.1870 (0.1892)  loss_giou: 0.4518 (0.4922)  loss_giou_aux_0: 0.4751 (0.5170)  loss_giou_aux_1: 0.4545 (0.5020)  loss_giou_aux_2: 0.4521 (0.4965)  loss_giou_aux_3: 0.4522 (0.4932)  loss_giou_aux_4: 0.4537 (0.4923)  loss_giou_aux_5: 0.5371 (0.5857)  loss_giou_dn_0: 0.6000 (0.6087)  loss_giou_dn_1: 0.4860 (0.5037)  loss_giou_dn_2: 0.4534 (0.4749)  loss_giou_dn_3: 0.4370 (0.4664)  loss_giou_dn_4: 0.4304 (0.4644)  loss_giou_dn_5: 0.4306 (0.4646)  loss_vfl: 0.7286 (0.6995)  loss_vfl_aux_0: 0.8371 (0.8174)  loss_vfl_aux_1: 0.7904 (0.7622)  loss_vfl_aux_2: 0.7435 (0.7279)  loss_vfl_aux_3: 0.7345 (0.7110)  loss_vfl_aux_4: 0.7259 (0.7029)  loss_vfl_aux_5: 0.8208 (0.7912)  loss_vfl_dn_0: 0.4601 (0.4621)  loss_vfl_dn_1: 0.4076 (0.3987)  loss_vfl_dn_2: 0.3856 (0.3826)  loss_vfl_dn_3: 0.3786 (0.3750)  loss_vfl_dn_4: 0.3751 (0.3723)  loss_vfl_dn_5: 0.3736 (0.3715)  time: 0.4794  data: 0.0143  max mem: 5654
Epoch: [27]  [6400/7393]  eta: 0:07:57  lr: 0.000010  loss: 16.2646 (16.6229)  loss_bbox: 0.1537 (0.1624)  loss_bbox_aux_0: 0.1714 (0.1753)  loss_bbox_aux_1: 0.1593 (0.1676)  loss_bbox_aux_2: 0.1569 (0.1647)  loss_bbox_aux_3: 0.1498 (0.1628)  loss_bbox_aux_4: 0.1564 (0.1624)  loss_bbox_aux_5: 0.2010 (0.2155)  loss_bbox_dn_0: 0.2871 (0.2887)  loss_bbox_dn_1: 0.2359 (0.2196)  loss_bbox_dn_2: 0.2189 (0.1977)  loss_bbox_dn_3: 0.2074 (0.1906)  loss_bbox_dn_4: 0.1993 (0.1891)  loss_bbox_dn_5: 0.1998 (0.1891)  loss_giou: 0.4497 (0.4924)  loss_giou_aux_0: 0.4654 (0.5173)  loss_giou_aux_1: 0.4595 (0.5023)  loss_giou_aux_2: 0.4493 (0.4967)  loss_giou_aux_3: 0.4551 (0.4934)  loss_giou_aux_4: 0.4501 (0.4925)  loss_giou_aux_5: 0.5293 (0.5859)  loss_giou_dn_0: 0.5839 (0.6088)  loss_giou_dn_1: 0.4876 (0.5038)  loss_giou_dn_2: 0.4538 (0.4750)  loss_giou_dn_3: 0.4397 (0.4665)  loss_giou_dn_4: 0.4378 (0.4646)  loss_giou_dn_5: 0.4382 (0.4647)  loss_vfl: 0.6832 (0.6995)  loss_vfl_aux_0: 0.7719 (0.8172)  loss_vfl_aux_1: 0.7450 (0.7621)  loss_vfl_aux_2: 0.7124 (0.7277)  loss_vfl_aux_3: 0.6892 (0.7110)  loss_vfl_aux_4: 0.6888 (0.7029)  loss_vfl_aux_5: 0.7726 (0.7909)  loss_vfl_dn_0: 0.4640 (0.4621)  loss_vfl_dn_1: 0.3969 (0.3987)  loss_vfl_dn_2: 0.3802 (0.3826)  loss_vfl_dn_3: 0.3757 (0.3750)  loss_vfl_dn_4: 0.3744 (0.3723)  loss_vfl_dn_5: 0.3717 (0.3715)  time: 0.4649  data: 0.0135  max mem: 5654
Epoch: [27]  [6500/7393]  eta: 0:07:09  lr: 0.000010  loss: 17.0279 (16.6253)  loss_bbox: 0.1463 (0.1624)  loss_bbox_aux_0: 0.1628 (0.1753)  loss_bbox_aux_1: 0.1517 (0.1675)  loss_bbox_aux_2: 0.1488 (0.1647)  loss_bbox_aux_3: 0.1449 (0.1627)  loss_bbox_aux_4: 0.1456 (0.1623)  loss_bbox_aux_5: 0.1990 (0.2154)  loss_bbox_dn_0: 0.2852 (0.2886)  loss_bbox_dn_1: 0.2056 (0.2196)  loss_bbox_dn_2: 0.1822 (0.1976)  loss_bbox_dn_3: 0.1751 (0.1905)  loss_bbox_dn_4: 0.1737 (0.1891)  loss_bbox_dn_5: 0.1736 (0.1891)  loss_giou: 0.4934 (0.4926)  loss_giou_aux_0: 0.5208 (0.5175)  loss_giou_aux_1: 0.5097 (0.5025)  loss_giou_aux_2: 0.5015 (0.4968)  loss_giou_aux_3: 0.4974 (0.4936)  loss_giou_aux_4: 0.4934 (0.4926)  loss_giou_aux_5: 0.5739 (0.5861)  loss_giou_dn_0: 0.6042 (0.6090)  loss_giou_dn_1: 0.4941 (0.5040)  loss_giou_dn_2: 0.4662 (0.4752)  loss_giou_dn_3: 0.4560 (0.4667)  loss_giou_dn_4: 0.4526 (0.4647)  loss_giou_dn_5: 0.4527 (0.4649)  loss_vfl: 0.7135 (0.6996)  loss_vfl_aux_0: 0.8184 (0.8172)  loss_vfl_aux_1: 0.7580 (0.7622)  loss_vfl_aux_2: 0.7269 (0.7278)  loss_vfl_aux_3: 0.7094 (0.7110)  loss_vfl_aux_4: 0.7220 (0.7030)  loss_vfl_aux_5: 0.7996 (0.7910)  loss_vfl_dn_0: 0.4599 (0.4621)  loss_vfl_dn_1: 0.4002 (0.3987)  loss_vfl_dn_2: 0.3870 (0.3827)  loss_vfl_dn_3: 0.3767 (0.3751)  loss_vfl_dn_4: 0.3727 (0.3723)  loss_vfl_dn_5: 0.3726 (0.3715)  time: 0.4657  data: 0.0138  max mem: 5654
Epoch: [27]  [6600/7393]  eta: 0:06:21  lr: 0.000010  loss: 16.3068 (16.6235)  loss_bbox: 0.1687 (0.1624)  loss_bbox_aux_0: 0.1826 (0.1754)  loss_bbox_aux_1: 0.1665 (0.1676)  loss_bbox_aux_2: 0.1556 (0.1647)  loss_bbox_aux_3: 0.1722 (0.1628)  loss_bbox_aux_4: 0.1683 (0.1624)  loss_bbox_aux_5: 0.2251 (0.2155)  loss_bbox_dn_0: 0.2702 (0.2887)  loss_bbox_dn_1: 0.2124 (0.2196)  loss_bbox_dn_2: 0.1933 (0.1977)  loss_bbox_dn_3: 0.1861 (0.1906)  loss_bbox_dn_4: 0.1873 (0.1891)  loss_bbox_dn_5: 0.1873 (0.1891)  loss_giou: 0.5288 (0.4923)  loss_giou_aux_0: 0.5313 (0.5174)  loss_giou_aux_1: 0.5392 (0.5023)  loss_giou_aux_2: 0.5145 (0.4966)  loss_giou_aux_3: 0.5236 (0.4934)  loss_giou_aux_4: 0.5329 (0.4924)  loss_giou_aux_5: 0.5835 (0.5859)  loss_giou_dn_0: 0.6190 (0.6088)  loss_giou_dn_1: 0.5229 (0.5038)  loss_giou_dn_2: 0.4931 (0.4750)  loss_giou_dn_3: 0.4859 (0.4665)  loss_giou_dn_4: 0.4850 (0.4645)  loss_giou_dn_5: 0.4854 (0.4647)  loss_vfl: 0.6623 (0.6996)  loss_vfl_aux_0: 0.8048 (0.8172)  loss_vfl_aux_1: 0.7449 (0.7623)  loss_vfl_aux_2: 0.7109 (0.7279)  loss_vfl_aux_3: 0.6677 (0.7110)  loss_vfl_aux_4: 0.6634 (0.7030)  loss_vfl_aux_5: 0.7788 (0.7910)  loss_vfl_dn_0: 0.4543 (0.4621)  loss_vfl_dn_1: 0.3962 (0.3987)  loss_vfl_dn_2: 0.3824 (0.3827)  loss_vfl_dn_3: 0.3768 (0.3750)  loss_vfl_dn_4: 0.3725 (0.3723)  loss_vfl_dn_5: 0.3743 (0.3715)  time: 0.4859  data: 0.0141  max mem: 5654
Epoch: [27]  [6700/7393]  eta: 0:05:33  lr: 0.000010  loss: 16.3451 (16.6230)  loss_bbox: 0.1602 (0.1624)  loss_bbox_aux_0: 0.1695 (0.1753)  loss_bbox_aux_1: 0.1593 (0.1675)  loss_bbox_aux_2: 0.1582 (0.1647)  loss_bbox_aux_3: 0.1619 (0.1627)  loss_bbox_aux_4: 0.1603 (0.1623)  loss_bbox_aux_5: 0.2068 (0.2156)  loss_bbox_dn_0: 0.2757 (0.2887)  loss_bbox_dn_1: 0.2104 (0.2196)  loss_bbox_dn_2: 0.1916 (0.1977)  loss_bbox_dn_3: 0.1865 (0.1906)  loss_bbox_dn_4: 0.1871 (0.1891)  loss_bbox_dn_5: 0.1871 (0.1891)  loss_giou: 0.4493 (0.4921)  loss_giou_aux_0: 0.4842 (0.5172)  loss_giou_aux_1: 0.4785 (0.5021)  loss_giou_aux_2: 0.4564 (0.4964)  loss_giou_aux_3: 0.4532 (0.4932)  loss_giou_aux_4: 0.4504 (0.4922)  loss_giou_aux_5: 0.5597 (0.5858)  loss_giou_dn_0: 0.5846 (0.6087)  loss_giou_dn_1: 0.4894 (0.5036)  loss_giou_dn_2: 0.4537 (0.4749)  loss_giou_dn_3: 0.4454 (0.4664)  loss_giou_dn_4: 0.4438 (0.4644)  loss_giou_dn_5: 0.4438 (0.4646)  loss_vfl: 0.7073 (0.6999)  loss_vfl_aux_0: 0.8600 (0.8174)  loss_vfl_aux_1: 0.7672 (0.7625)  loss_vfl_aux_2: 0.7291 (0.7281)  loss_vfl_aux_3: 0.7167 (0.7113)  loss_vfl_aux_4: 0.7112 (0.7033)  loss_vfl_aux_5: 0.8246 (0.7912)  loss_vfl_dn_0: 0.4707 (0.4622)  loss_vfl_dn_1: 0.4079 (0.3987)  loss_vfl_dn_2: 0.3830 (0.3827)  loss_vfl_dn_3: 0.3756 (0.3750)  loss_vfl_dn_4: 0.3730 (0.3723)  loss_vfl_dn_5: 0.3708 (0.3715)  time: 0.4659  data: 0.0139  max mem: 5654
Epoch: [27]  [6800/7393]  eta: 0:04:45  lr: 0.000010  loss: 17.0920 (16.6286)  loss_bbox: 0.1647 (0.1625)  loss_bbox_aux_0: 0.1763 (0.1755)  loss_bbox_aux_1: 0.1771 (0.1677)  loss_bbox_aux_2: 0.1669 (0.1648)  loss_bbox_aux_3: 0.1651 (0.1629)  loss_bbox_aux_4: 0.1646 (0.1625)  loss_bbox_aux_5: 0.2123 (0.2158)  loss_bbox_dn_0: 0.2966 (0.2891)  loss_bbox_dn_1: 0.2353 (0.2199)  loss_bbox_dn_2: 0.2163 (0.1979)  loss_bbox_dn_3: 0.2137 (0.1908)  loss_bbox_dn_4: 0.2112 (0.1894)  loss_bbox_dn_5: 0.2112 (0.1894)  loss_giou: 0.4602 (0.4922)  loss_giou_aux_0: 0.4808 (0.5172)  loss_giou_aux_1: 0.4603 (0.5021)  loss_giou_aux_2: 0.4587 (0.4965)  loss_giou_aux_3: 0.4626 (0.4932)  loss_giou_aux_4: 0.4601 (0.4922)  loss_giou_aux_5: 0.5739 (0.5858)  loss_giou_dn_0: 0.6137 (0.6088)  loss_giou_dn_1: 0.5000 (0.5038)  loss_giou_dn_2: 0.4684 (0.4750)  loss_giou_dn_3: 0.4559 (0.4665)  loss_giou_dn_4: 0.4533 (0.4645)  loss_giou_dn_5: 0.4533 (0.4647)  loss_vfl: 0.6949 (0.7001)  loss_vfl_aux_0: 0.8044 (0.8178)  loss_vfl_aux_1: 0.7471 (0.7629)  loss_vfl_aux_2: 0.7274 (0.7283)  loss_vfl_aux_3: 0.7004 (0.7115)  loss_vfl_aux_4: 0.6863 (0.7035)  loss_vfl_aux_5: 0.7732 (0.7914)  loss_vfl_dn_0: 0.4572 (0.4622)  loss_vfl_dn_1: 0.3998 (0.3987)  loss_vfl_dn_2: 0.3780 (0.3827)  loss_vfl_dn_3: 0.3756 (0.3751)  loss_vfl_dn_4: 0.3705 (0.3723)  loss_vfl_dn_5: 0.3724 (0.3716)  time: 0.4732  data: 0.0140  max mem: 5654
Epoch: [27]  [6900/7393]  eta: 0:03:57  lr: 0.000010  loss: 16.0900 (16.6242)  loss_bbox: 0.1424 (0.1625)  loss_bbox_aux_0: 0.1598 (0.1754)  loss_bbox_aux_1: 0.1517 (0.1676)  loss_bbox_aux_2: 0.1465 (0.1647)  loss_bbox_aux_3: 0.1464 (0.1628)  loss_bbox_aux_4: 0.1416 (0.1624)  loss_bbox_aux_5: 0.1924 (0.2157)  loss_bbox_dn_0: 0.2498 (0.2888)  loss_bbox_dn_1: 0.1721 (0.2197)  loss_bbox_dn_2: 0.1579 (0.1978)  loss_bbox_dn_3: 0.1561 (0.1907)  loss_bbox_dn_4: 0.1564 (0.1892)  loss_bbox_dn_5: 0.1564 (0.1892)  loss_giou: 0.4752 (0.4920)  loss_giou_aux_0: 0.5094 (0.5170)  loss_giou_aux_1: 0.4824 (0.5020)  loss_giou_aux_2: 0.4839 (0.4964)  loss_giou_aux_3: 0.4728 (0.4931)  loss_giou_aux_4: 0.4752 (0.4921)  loss_giou_aux_5: 0.5670 (0.5857)  loss_giou_dn_0: 0.5921 (0.6086)  loss_giou_dn_1: 0.4634 (0.5036)  loss_giou_dn_2: 0.4394 (0.4748)  loss_giou_dn_3: 0.4376 (0.4663)  loss_giou_dn_4: 0.4373 (0.4644)  loss_giou_dn_5: 0.4374 (0.4645)  loss_vfl: 0.7266 (0.7000)  loss_vfl_aux_0: 0.8061 (0.8177)  loss_vfl_aux_1: 0.7545 (0.7627)  loss_vfl_aux_2: 0.7256 (0.7282)  loss_vfl_aux_3: 0.7161 (0.7114)  loss_vfl_aux_4: 0.7103 (0.7034)  loss_vfl_aux_5: 0.7860 (0.7912)  loss_vfl_dn_0: 0.4558 (0.4622)  loss_vfl_dn_1: 0.3955 (0.3987)  loss_vfl_dn_2: 0.3826 (0.3827)  loss_vfl_dn_3: 0.3725 (0.3751)  loss_vfl_dn_4: 0.3673 (0.3723)  loss_vfl_dn_5: 0.3663 (0.3715)  time: 0.4720  data: 0.0142  max mem: 5654
Epoch: [27]  [7000/7393]  eta: 0:03:08  lr: 0.000010  loss: 16.6568 (16.6218)  loss_bbox: 0.1455 (0.1623)  loss_bbox_aux_0: 0.1558 (0.1753)  loss_bbox_aux_1: 0.1453 (0.1674)  loss_bbox_aux_2: 0.1423 (0.1646)  loss_bbox_aux_3: 0.1479 (0.1627)  loss_bbox_aux_4: 0.1373 (0.1623)  loss_bbox_aux_5: 0.1955 (0.2156)  loss_bbox_dn_0: 0.2527 (0.2888)  loss_bbox_dn_1: 0.1835 (0.2196)  loss_bbox_dn_2: 0.1619 (0.1977)  loss_bbox_dn_3: 0.1551 (0.1906)  loss_bbox_dn_4: 0.1533 (0.1891)  loss_bbox_dn_5: 0.1532 (0.1891)  loss_giou: 0.4723 (0.4918)  loss_giou_aux_0: 0.4964 (0.5168)  loss_giou_aux_1: 0.4782 (0.5017)  loss_giou_aux_2: 0.4686 (0.4961)  loss_giou_aux_3: 0.4696 (0.4929)  loss_giou_aux_4: 0.4722 (0.4918)  loss_giou_aux_5: 0.5669 (0.5855)  loss_giou_dn_0: 0.6213 (0.6085)  loss_giou_dn_1: 0.5092 (0.5035)  loss_giou_dn_2: 0.4770 (0.4747)  loss_giou_dn_3: 0.4743 (0.4662)  loss_giou_dn_4: 0.4718 (0.4642)  loss_giou_dn_5: 0.4720 (0.4644)  loss_vfl: 0.6984 (0.7002)  loss_vfl_aux_0: 0.8337 (0.8178)  loss_vfl_aux_1: 0.7655 (0.7629)  loss_vfl_aux_2: 0.7272 (0.7283)  loss_vfl_aux_3: 0.7003 (0.7116)  loss_vfl_aux_4: 0.6953 (0.7036)  loss_vfl_aux_5: 0.7994 (0.7914)  loss_vfl_dn_0: 0.4648 (0.4622)  loss_vfl_dn_1: 0.4035 (0.3987)  loss_vfl_dn_2: 0.3902 (0.3826)  loss_vfl_dn_3: 0.3819 (0.3750)  loss_vfl_dn_4: 0.3778 (0.3723)  loss_vfl_dn_5: 0.3772 (0.3715)  time: 0.4811  data: 0.0137  max mem: 5654
Epoch: [27]  [7100/7393]  eta: 0:02:20  lr: 0.000010  loss: 16.3358 (16.6204)  loss_bbox: 0.1468 (0.1622)  loss_bbox_aux_0: 0.1736 (0.1753)  loss_bbox_aux_1: 0.1583 (0.1673)  loss_bbox_aux_2: 0.1508 (0.1645)  loss_bbox_aux_3: 0.1494 (0.1626)  loss_bbox_aux_4: 0.1476 (0.1622)  loss_bbox_aux_5: 0.2060 (0.2155)  loss_bbox_dn_0: 0.3012 (0.2887)  loss_bbox_dn_1: 0.2075 (0.2195)  loss_bbox_dn_2: 0.1798 (0.1976)  loss_bbox_dn_3: 0.1768 (0.1905)  loss_bbox_dn_4: 0.1759 (0.1890)  loss_bbox_dn_5: 0.1758 (0.1890)  loss_giou: 0.4499 (0.4918)  loss_giou_aux_0: 0.4888 (0.5168)  loss_giou_aux_1: 0.4787 (0.5017)  loss_giou_aux_2: 0.4510 (0.4961)  loss_giou_aux_3: 0.4613 (0.4929)  loss_giou_aux_4: 0.4522 (0.4918)  loss_giou_aux_5: 0.5606 (0.5854)  loss_giou_dn_0: 0.5775 (0.6084)  loss_giou_dn_1: 0.4831 (0.5034)  loss_giou_dn_2: 0.4581 (0.4747)  loss_giou_dn_3: 0.4520 (0.4661)  loss_giou_dn_4: 0.4490 (0.4642)  loss_giou_dn_5: 0.4493 (0.4644)  loss_vfl: 0.7045 (0.7003)  loss_vfl_aux_0: 0.7903 (0.8178)  loss_vfl_aux_1: 0.7386 (0.7630)  loss_vfl_aux_2: 0.7162 (0.7284)  loss_vfl_aux_3: 0.6931 (0.7116)  loss_vfl_aux_4: 0.7027 (0.7037)  loss_vfl_aux_5: 0.7719 (0.7915)  loss_vfl_dn_0: 0.4649 (0.4622)  loss_vfl_dn_1: 0.4031 (0.3987)  loss_vfl_dn_2: 0.3804 (0.3827)  loss_vfl_dn_3: 0.3708 (0.3750)  loss_vfl_dn_4: 0.3672 (0.3723)  loss_vfl_dn_5: 0.3668 (0.3715)  time: 0.4673  data: 0.0139  max mem: 5654
Epoch: [27]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 16.1719 (16.6211)  loss_bbox: 0.1565 (0.1622)  loss_bbox_aux_0: 0.1711 (0.1753)  loss_bbox_aux_1: 0.1626 (0.1674)  loss_bbox_aux_2: 0.1571 (0.1645)  loss_bbox_aux_3: 0.1520 (0.1626)  loss_bbox_aux_4: 0.1583 (0.1622)  loss_bbox_aux_5: 0.2236 (0.2155)  loss_bbox_dn_0: 0.2913 (0.2887)  loss_bbox_dn_1: 0.2228 (0.2196)  loss_bbox_dn_2: 0.2030 (0.1976)  loss_bbox_dn_3: 0.1941 (0.1905)  loss_bbox_dn_4: 0.1936 (0.1891)  loss_bbox_dn_5: 0.1939 (0.1891)  loss_giou: 0.4167 (0.4918)  loss_giou_aux_0: 0.4433 (0.5168)  loss_giou_aux_1: 0.4309 (0.5017)  loss_giou_aux_2: 0.4241 (0.4962)  loss_giou_aux_3: 0.4164 (0.4929)  loss_giou_aux_4: 0.4170 (0.4919)  loss_giou_aux_5: 0.5156 (0.5855)  loss_giou_dn_0: 0.5930 (0.6084)  loss_giou_dn_1: 0.4988 (0.5034)  loss_giou_dn_2: 0.4736 (0.4747)  loss_giou_dn_3: 0.4638 (0.4662)  loss_giou_dn_4: 0.4613 (0.4642)  loss_giou_dn_5: 0.4613 (0.4644)  loss_vfl: 0.6991 (0.7003)  loss_vfl_aux_0: 0.8117 (0.8178)  loss_vfl_aux_1: 0.7461 (0.7630)  loss_vfl_aux_2: 0.7230 (0.7284)  loss_vfl_aux_3: 0.6998 (0.7117)  loss_vfl_aux_4: 0.6998 (0.7038)  loss_vfl_aux_5: 0.7952 (0.7915)  loss_vfl_dn_0: 0.4617 (0.4623)  loss_vfl_dn_1: 0.3953 (0.3987)  loss_vfl_dn_2: 0.3814 (0.3827)  loss_vfl_dn_3: 0.3747 (0.3751)  loss_vfl_dn_4: 0.3741 (0.3723)  loss_vfl_dn_5: 0.3742 (0.3715)  time: 0.4713  data: 0.0139  max mem: 5654
Epoch: [27]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 16.3811 (16.6203)  loss_bbox: 0.1566 (0.1622)  loss_bbox_aux_0: 0.1611 (0.1752)  loss_bbox_aux_1: 0.1534 (0.1672)  loss_bbox_aux_2: 0.1575 (0.1644)  loss_bbox_aux_3: 0.1484 (0.1625)  loss_bbox_aux_4: 0.1580 (0.1621)  loss_bbox_aux_5: 0.1984 (0.2154)  loss_bbox_dn_0: 0.2763 (0.2886)  loss_bbox_dn_1: 0.2059 (0.2195)  loss_bbox_dn_2: 0.1808 (0.1975)  loss_bbox_dn_3: 0.1749 (0.1904)  loss_bbox_dn_4: 0.1743 (0.1890)  loss_bbox_dn_5: 0.1743 (0.1890)  loss_giou: 0.5053 (0.4918)  loss_giou_aux_0: 0.5143 (0.5168)  loss_giou_aux_1: 0.5066 (0.5018)  loss_giou_aux_2: 0.5086 (0.4962)  loss_giou_aux_3: 0.5110 (0.4929)  loss_giou_aux_4: 0.5050 (0.4919)  loss_giou_aux_5: 0.6011 (0.5855)  loss_giou_dn_0: 0.5947 (0.6085)  loss_giou_dn_1: 0.4777 (0.5035)  loss_giou_dn_2: 0.4520 (0.4747)  loss_giou_dn_3: 0.4426 (0.4662)  loss_giou_dn_4: 0.4381 (0.4643)  loss_giou_dn_5: 0.4381 (0.4644)  loss_vfl: 0.6782 (0.7003)  loss_vfl_aux_0: 0.7986 (0.8178)  loss_vfl_aux_1: 0.7422 (0.7629)  loss_vfl_aux_2: 0.7068 (0.7283)  loss_vfl_aux_3: 0.6893 (0.7116)  loss_vfl_aux_4: 0.6846 (0.7037)  loss_vfl_aux_5: 0.7525 (0.7914)  loss_vfl_dn_0: 0.4570 (0.4623)  loss_vfl_dn_1: 0.3926 (0.3987)  loss_vfl_dn_2: 0.3805 (0.3827)  loss_vfl_dn_3: 0.3735 (0.3751)  loss_vfl_dn_4: 0.3712 (0.3723)  loss_vfl_dn_5: 0.3708 (0.3715)  time: 0.4843  data: 0.0135  max mem: 5654
Epoch: [27]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.7713 (16.6199)  loss_bbox: 0.1445 (0.1621)  loss_bbox_aux_0: 0.1582 (0.1751)  loss_bbox_aux_1: 0.1523 (0.1672)  loss_bbox_aux_2: 0.1483 (0.1644)  loss_bbox_aux_3: 0.1483 (0.1624)  loss_bbox_aux_4: 0.1446 (0.1621)  loss_bbox_aux_5: 0.1886 (0.2154)  loss_bbox_dn_0: 0.2750 (0.2885)  loss_bbox_dn_1: 0.2063 (0.2194)  loss_bbox_dn_2: 0.1722 (0.1975)  loss_bbox_dn_3: 0.1696 (0.1904)  loss_bbox_dn_4: 0.1707 (0.1889)  loss_bbox_dn_5: 0.1707 (0.1889)  loss_giou: 0.4508 (0.4918)  loss_giou_aux_0: 0.4846 (0.5168)  loss_giou_aux_1: 0.4693 (0.5017)  loss_giou_aux_2: 0.4710 (0.4961)  loss_giou_aux_3: 0.4497 (0.4929)  loss_giou_aux_4: 0.4473 (0.4918)  loss_giou_aux_5: 0.5493 (0.5855)  loss_giou_dn_0: 0.6023 (0.6084)  loss_giou_dn_1: 0.5005 (0.5035)  loss_giou_dn_2: 0.4685 (0.4747)  loss_giou_dn_3: 0.4621 (0.4662)  loss_giou_dn_4: 0.4598 (0.4642)  loss_giou_dn_5: 0.4599 (0.4644)  loss_vfl: 0.6502 (0.7004)  loss_vfl_aux_0: 0.7889 (0.8179)  loss_vfl_aux_1: 0.7237 (0.7630)  loss_vfl_aux_2: 0.7076 (0.7284)  loss_vfl_aux_3: 0.6675 (0.7117)  loss_vfl_aux_4: 0.6609 (0.7038)  loss_vfl_aux_5: 0.7697 (0.7915)  loss_vfl_dn_0: 0.4575 (0.4623)  loss_vfl_dn_1: 0.3995 (0.3988)  loss_vfl_dn_2: 0.3798 (0.3827)  loss_vfl_dn_3: 0.3734 (0.3751)  loss_vfl_dn_4: 0.3735 (0.3724)  loss_vfl_dn_5: 0.3728 (0.3716)  time: 0.4755  data: 0.0135  max mem: 5654
Epoch: [27] Total time: 0:59:13 (0.4806 s / it)
Averaged stats: lr: 0.000010  loss: 16.7713 (16.6199)  loss_bbox: 0.1445 (0.1621)  loss_bbox_aux_0: 0.1582 (0.1751)  loss_bbox_aux_1: 0.1523 (0.1672)  loss_bbox_aux_2: 0.1483 (0.1644)  loss_bbox_aux_3: 0.1483 (0.1624)  loss_bbox_aux_4: 0.1446 (0.1621)  loss_bbox_aux_5: 0.1886 (0.2154)  loss_bbox_dn_0: 0.2750 (0.2885)  loss_bbox_dn_1: 0.2063 (0.2194)  loss_bbox_dn_2: 0.1722 (0.1975)  loss_bbox_dn_3: 0.1696 (0.1904)  loss_bbox_dn_4: 0.1707 (0.1889)  loss_bbox_dn_5: 0.1707 (0.1889)  loss_giou: 0.4508 (0.4918)  loss_giou_aux_0: 0.4846 (0.5168)  loss_giou_aux_1: 0.4693 (0.5017)  loss_giou_aux_2: 0.4710 (0.4961)  loss_giou_aux_3: 0.4497 (0.4929)  loss_giou_aux_4: 0.4473 (0.4918)  loss_giou_aux_5: 0.5493 (0.5855)  loss_giou_dn_0: 0.6023 (0.6084)  loss_giou_dn_1: 0.5005 (0.5035)  loss_giou_dn_2: 0.4685 (0.4747)  loss_giou_dn_3: 0.4621 (0.4662)  loss_giou_dn_4: 0.4598 (0.4642)  loss_giou_dn_5: 0.4599 (0.4644)  loss_vfl: 0.6502 (0.7004)  loss_vfl_aux_0: 0.7889 (0.8179)  loss_vfl_aux_1: 0.7237 (0.7630)  loss_vfl_aux_2: 0.7076 (0.7284)  loss_vfl_aux_3: 0.6675 (0.7117)  loss_vfl_aux_4: 0.6609 (0.7038)  loss_vfl_aux_5: 0.7697 (0.7915)  loss_vfl_dn_0: 0.4575 (0.4623)  loss_vfl_dn_1: 0.3995 (0.3988)  loss_vfl_dn_2: 0.3798 (0.3827)  loss_vfl_dn_3: 0.3734 (0.3751)  loss_vfl_dn_4: 0.3735 (0.3724)  loss_vfl_dn_5: 0.3728 (0.3716)
Test:  [  0/157]  eta: 0:03:59    time: 1.5245  data: 1.1153  max mem: 5654
Test:  [ 10/157]  eta: 0:01:12    time: 0.4936  data: 0.1258  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3968  data: 0.0273  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3962  data: 0.0273  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3938  data: 0.0269  max mem: 5654
Test:  [ 50/157]  eta: 0:00:44    time: 0.3966  data: 0.0264  max mem: 5654
Test:  [ 60/157]  eta: 0:00:40    time: 0.3941  data: 0.0262  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.7685  data: 0.0262  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.7727  data: 0.0263  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.3981  data: 0.0262  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3870  data: 0.0261  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3872  data: 0.0261  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3854  data: 0.0255  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3846  data: 0.0256  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3820  data: 0.0260  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3655  data: 0.0256  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3550  data: 0.0245  max mem: 5654
Test: Total time: 0:01:09 (0.4448 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.34s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.515
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.696
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.560
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.335
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.559
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.692
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.385
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.644
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.712
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.533
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.759
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.885
best_stat:  {'epoch': 27, 'coco_eval_bbox': 0.5151973350248501}
Epoch: [28]  [   0/7393]  eta: 8:05:34  lr: 0.000010  loss: 14.3947 (14.3947)  loss_bbox: 0.1318 (0.1318)  loss_bbox_aux_0: 0.1531 (0.1531)  loss_bbox_aux_1: 0.1137 (0.1137)  loss_bbox_aux_2: 0.1280 (0.1280)  loss_bbox_aux_3: 0.1351 (0.1351)  loss_bbox_aux_4: 0.1356 (0.1356)  loss_bbox_aux_5: 0.2412 (0.2412)  loss_bbox_dn_0: 0.3897 (0.3897)  loss_bbox_dn_1: 0.2645 (0.2645)  loss_bbox_dn_2: 0.2314 (0.2314)  loss_bbox_dn_3: 0.2247 (0.2247)  loss_bbox_dn_4: 0.2222 (0.2222)  loss_bbox_dn_5: 0.2224 (0.2224)  loss_giou: 0.2566 (0.2566)  loss_giou_aux_0: 0.2784 (0.2784)  loss_giou_aux_1: 0.2457 (0.2457)  loss_giou_aux_2: 0.2592 (0.2592)  loss_giou_aux_3: 0.2610 (0.2610)  loss_giou_aux_4: 0.2639 (0.2639)  loss_giou_aux_5: 0.3672 (0.3672)  loss_giou_dn_0: 0.4846 (0.4846)  loss_giou_dn_1: 0.3542 (0.3542)  loss_giou_dn_2: 0.3246 (0.3246)  loss_giou_dn_3: 0.3140 (0.3140)  loss_giou_dn_4: 0.3111 (0.3111)  loss_giou_dn_5: 0.3114 (0.3114)  loss_vfl: 0.6813 (0.6813)  loss_vfl_aux_0: 0.9421 (0.9421)  loss_vfl_aux_1: 0.8523 (0.8523)  loss_vfl_aux_2: 0.8026 (0.8026)  loss_vfl_aux_3: 0.7268 (0.7268)  loss_vfl_aux_4: 0.6870 (0.6870)  loss_vfl_aux_5: 0.9070 (0.9070)  loss_vfl_dn_0: 0.4707 (0.4707)  loss_vfl_dn_1: 0.3608 (0.3608)  loss_vfl_dn_2: 0.3387 (0.3387)  loss_vfl_dn_3: 0.3361 (0.3361)  loss_vfl_dn_4: 0.3325 (0.3325)  loss_vfl_dn_5: 0.3315 (0.3315)  time: 3.9408  data: 2.3951  max mem: 5654
Epoch: [28]  [ 100/7393]  eta: 1:02:46  lr: 0.000010  loss: 16.2480 (16.5023)  loss_bbox: 0.1596 (0.1578)  loss_bbox_aux_0: 0.1599 (0.1679)  loss_bbox_aux_1: 0.1690 (0.1609)  loss_bbox_aux_2: 0.1713 (0.1586)  loss_bbox_aux_3: 0.1651 (0.1584)  loss_bbox_aux_4: 0.1498 (0.1572)  loss_bbox_aux_5: 0.2079 (0.2077)  loss_bbox_dn_0: 0.2951 (0.2852)  loss_bbox_dn_1: 0.2215 (0.2155)  loss_bbox_dn_2: 0.1939 (0.1937)  loss_bbox_dn_3: 0.1890 (0.1866)  loss_bbox_dn_4: 0.1881 (0.1851)  loss_bbox_dn_5: 0.1880 (0.1852)  loss_giou: 0.4576 (0.4885)  loss_giou_aux_0: 0.4624 (0.5109)  loss_giou_aux_1: 0.4483 (0.4954)  loss_giou_aux_2: 0.4589 (0.4900)  loss_giou_aux_3: 0.4564 (0.4899)  loss_giou_aux_4: 0.4541 (0.4881)  loss_giou_aux_5: 0.5430 (0.5803)  loss_giou_dn_0: 0.5782 (0.6034)  loss_giou_dn_1: 0.4766 (0.4990)  loss_giou_dn_2: 0.4475 (0.4696)  loss_giou_dn_3: 0.4370 (0.4609)  loss_giou_dn_4: 0.4352 (0.4590)  loss_giou_dn_5: 0.4353 (0.4592)  loss_vfl: 0.7143 (0.6936)  loss_vfl_aux_0: 0.8244 (0.8298)  loss_vfl_aux_1: 0.7590 (0.7665)  loss_vfl_aux_2: 0.7138 (0.7278)  loss_vfl_aux_3: 0.7146 (0.7042)  loss_vfl_aux_4: 0.7229 (0.6974)  loss_vfl_aux_5: 0.8109 (0.8021)  loss_vfl_dn_0: 0.4701 (0.4637)  loss_vfl_dn_1: 0.4127 (0.3998)  loss_vfl_dn_2: 0.3918 (0.3828)  loss_vfl_dn_3: 0.3860 (0.3757)  loss_vfl_dn_4: 0.3813 (0.3730)  loss_vfl_dn_5: 0.3804 (0.3720)  time: 0.4744  data: 0.0153  max mem: 5654
Epoch: [28]  [ 200/7393]  eta: 1:03:49  lr: 0.000010  loss: 16.3563 (16.4188)  loss_bbox: 0.1389 (0.1590)  loss_bbox_aux_0: 0.1526 (0.1703)  loss_bbox_aux_1: 0.1510 (0.1624)  loss_bbox_aux_2: 0.1482 (0.1602)  loss_bbox_aux_3: 0.1400 (0.1597)  loss_bbox_aux_4: 0.1388 (0.1586)  loss_bbox_aux_5: 0.1948 (0.2117)  loss_bbox_dn_0: 0.2749 (0.2899)  loss_bbox_dn_1: 0.2010 (0.2184)  loss_bbox_dn_2: 0.1788 (0.1953)  loss_bbox_dn_3: 0.1743 (0.1876)  loss_bbox_dn_4: 0.1724 (0.1860)  loss_bbox_dn_5: 0.1724 (0.1861)  loss_giou: 0.4817 (0.4836)  loss_giou_aux_0: 0.5075 (0.5069)  loss_giou_aux_1: 0.4875 (0.4917)  loss_giou_aux_2: 0.4943 (0.4869)  loss_giou_aux_3: 0.4929 (0.4852)  loss_giou_aux_4: 0.4815 (0.4838)  loss_giou_aux_5: 0.5782 (0.5749)  loss_giou_dn_0: 0.6093 (0.6024)  loss_giou_dn_1: 0.5024 (0.4966)  loss_giou_dn_2: 0.4696 (0.4669)  loss_giou_dn_3: 0.4586 (0.4580)  loss_giou_dn_4: 0.4579 (0.4560)  loss_giou_dn_5: 0.4581 (0.4561)  loss_vfl: 0.6834 (0.6877)  loss_vfl_aux_0: 0.7864 (0.8227)  loss_vfl_aux_1: 0.7356 (0.7591)  loss_vfl_aux_2: 0.6933 (0.7191)  loss_vfl_aux_3: 0.6845 (0.6981)  loss_vfl_aux_4: 0.6824 (0.6907)  loss_vfl_aux_5: 0.7460 (0.7941)  loss_vfl_dn_0: 0.4580 (0.4627)  loss_vfl_dn_1: 0.3927 (0.3976)  loss_vfl_dn_2: 0.3775 (0.3804)  loss_vfl_dn_3: 0.3702 (0.3731)  loss_vfl_dn_4: 0.3673 (0.3703)  loss_vfl_dn_5: 0.3659 (0.3693)  time: 0.4891  data: 0.0158  max mem: 5654
Epoch: [28]  [ 300/7393]  eta: 1:00:47  lr: 0.000010  loss: 16.7874 (16.4526)  loss_bbox: 0.1475 (0.1593)  loss_bbox_aux_0: 0.1540 (0.1706)  loss_bbox_aux_1: 0.1538 (0.1624)  loss_bbox_aux_2: 0.1544 (0.1606)  loss_bbox_aux_3: 0.1523 (0.1603)  loss_bbox_aux_4: 0.1542 (0.1591)  loss_bbox_aux_5: 0.1943 (0.2126)  loss_bbox_dn_0: 0.2724 (0.2883)  loss_bbox_dn_1: 0.2023 (0.2175)  loss_bbox_dn_2: 0.1853 (0.1947)  loss_bbox_dn_3: 0.1767 (0.1873)  loss_bbox_dn_4: 0.1769 (0.1857)  loss_bbox_dn_5: 0.1769 (0.1857)  loss_giou: 0.5033 (0.4853)  loss_giou_aux_0: 0.5348 (0.5086)  loss_giou_aux_1: 0.5252 (0.4937)  loss_giou_aux_2: 0.5002 (0.4890)  loss_giou_aux_3: 0.5050 (0.4872)  loss_giou_aux_4: 0.5011 (0.4859)  loss_giou_aux_5: 0.6123 (0.5790)  loss_giou_dn_0: 0.6339 (0.6039)  loss_giou_dn_1: 0.5332 (0.4980)  loss_giou_dn_2: 0.5051 (0.4681)  loss_giou_dn_3: 0.4926 (0.4594)  loss_giou_dn_4: 0.4905 (0.4574)  loss_giou_dn_5: 0.4909 (0.4575)  loss_vfl: 0.6990 (0.6896)  loss_vfl_aux_0: 0.8280 (0.8227)  loss_vfl_aux_1: 0.7759 (0.7619)  loss_vfl_aux_2: 0.7435 (0.7211)  loss_vfl_aux_3: 0.7088 (0.7007)  loss_vfl_aux_4: 0.7027 (0.6921)  loss_vfl_aux_5: 0.7840 (0.7920)  loss_vfl_dn_0: 0.4633 (0.4624)  loss_vfl_dn_1: 0.4024 (0.3978)  loss_vfl_dn_2: 0.3869 (0.3812)  loss_vfl_dn_3: 0.3784 (0.3735)  loss_vfl_dn_4: 0.3758 (0.3708)  loss_vfl_dn_5: 0.3734 (0.3699)  time: 0.4839  data: 0.0161  max mem: 5654
Epoch: [28]  [ 400/7393]  eta: 0:59:05  lr: 0.000010  loss: 15.4438 (16.4448)  loss_bbox: 0.1573 (0.1603)  loss_bbox_aux_0: 0.1679 (0.1722)  loss_bbox_aux_1: 0.1664 (0.1642)  loss_bbox_aux_2: 0.1606 (0.1622)  loss_bbox_aux_3: 0.1628 (0.1613)  loss_bbox_aux_4: 0.1591 (0.1603)  loss_bbox_aux_5: 0.2097 (0.2140)  loss_bbox_dn_0: 0.2680 (0.2888)  loss_bbox_dn_1: 0.2043 (0.2181)  loss_bbox_dn_2: 0.1835 (0.1957)  loss_bbox_dn_3: 0.1622 (0.1883)  loss_bbox_dn_4: 0.1593 (0.1867)  loss_bbox_dn_5: 0.1594 (0.1867)  loss_giou: 0.4541 (0.4833)  loss_giou_aux_0: 0.4793 (0.5074)  loss_giou_aux_1: 0.4614 (0.4924)  loss_giou_aux_2: 0.4589 (0.4876)  loss_giou_aux_3: 0.4586 (0.4854)  loss_giou_aux_4: 0.4535 (0.4839)  loss_giou_aux_5: 0.5231 (0.5773)  loss_giou_dn_0: 0.5779 (0.6031)  loss_giou_dn_1: 0.4657 (0.4970)  loss_giou_dn_2: 0.4344 (0.4673)  loss_giou_dn_3: 0.4177 (0.4585)  loss_giou_dn_4: 0.4155 (0.4565)  loss_giou_dn_5: 0.4161 (0.4566)  loss_vfl: 0.6501 (0.6908)  loss_vfl_aux_0: 0.7899 (0.8204)  loss_vfl_aux_1: 0.7168 (0.7601)  loss_vfl_aux_2: 0.6875 (0.7198)  loss_vfl_aux_3: 0.6745 (0.7007)  loss_vfl_aux_4: 0.6531 (0.6933)  loss_vfl_aux_5: 0.7404 (0.7914)  loss_vfl_dn_0: 0.4572 (0.4621)  loss_vfl_dn_1: 0.3873 (0.3973)  loss_vfl_dn_2: 0.3638 (0.3808)  loss_vfl_dn_3: 0.3539 (0.3731)  loss_vfl_dn_4: 0.3509 (0.3703)  loss_vfl_dn_5: 0.3516 (0.3694)  time: 0.4783  data: 0.0152  max mem: 5654
Epoch: [28]  [ 500/7393]  eta: 0:57:31  lr: 0.000010  loss: 16.5147 (16.4995)  loss_bbox: 0.1558 (0.1606)  loss_bbox_aux_0: 0.1711 (0.1726)  loss_bbox_aux_1: 0.1622 (0.1646)  loss_bbox_aux_2: 0.1579 (0.1624)  loss_bbox_aux_3: 0.1590 (0.1614)  loss_bbox_aux_4: 0.1532 (0.1605)  loss_bbox_aux_5: 0.1975 (0.2137)  loss_bbox_dn_0: 0.2933 (0.2894)  loss_bbox_dn_1: 0.2248 (0.2190)  loss_bbox_dn_2: 0.2032 (0.1966)  loss_bbox_dn_3: 0.1961 (0.1893)  loss_bbox_dn_4: 0.1926 (0.1878)  loss_bbox_dn_5: 0.1926 (0.1878)  loss_giou: 0.4606 (0.4855)  loss_giou_aux_0: 0.4863 (0.5101)  loss_giou_aux_1: 0.4699 (0.4950)  loss_giou_aux_2: 0.4683 (0.4899)  loss_giou_aux_3: 0.4658 (0.4875)  loss_giou_aux_4: 0.4592 (0.4862)  loss_giou_aux_5: 0.5359 (0.5796)  loss_giou_dn_0: 0.6004 (0.6048)  loss_giou_dn_1: 0.5061 (0.4988)  loss_giou_dn_2: 0.4780 (0.4692)  loss_giou_dn_3: 0.4698 (0.4605)  loss_giou_dn_4: 0.4688 (0.4585)  loss_giou_dn_5: 0.4693 (0.4586)  loss_vfl: 0.7369 (0.6937)  loss_vfl_aux_0: 0.8561 (0.8223)  loss_vfl_aux_1: 0.7980 (0.7614)  loss_vfl_aux_2: 0.7690 (0.7225)  loss_vfl_aux_3: 0.7520 (0.7039)  loss_vfl_aux_4: 0.7512 (0.6962)  loss_vfl_aux_5: 0.8219 (0.7928)  loss_vfl_dn_0: 0.4686 (0.4622)  loss_vfl_dn_1: 0.4050 (0.3981)  loss_vfl_dn_2: 0.3901 (0.3815)  loss_vfl_dn_3: 0.3801 (0.3739)  loss_vfl_dn_4: 0.3775 (0.3711)  loss_vfl_dn_5: 0.3759 (0.3702)  time: 0.4802  data: 0.0148  max mem: 5654
Epoch: [28]  [ 600/7393]  eta: 0:56:18  lr: 0.000010  loss: 15.7429 (16.4920)  loss_bbox: 0.1352 (0.1601)  loss_bbox_aux_0: 0.1431 (0.1721)  loss_bbox_aux_1: 0.1320 (0.1640)  loss_bbox_aux_2: 0.1387 (0.1618)  loss_bbox_aux_3: 0.1365 (0.1607)  loss_bbox_aux_4: 0.1358 (0.1598)  loss_bbox_aux_5: 0.1822 (0.2125)  loss_bbox_dn_0: 0.2267 (0.2874)  loss_bbox_dn_1: 0.1655 (0.2175)  loss_bbox_dn_2: 0.1439 (0.1954)  loss_bbox_dn_3: 0.1427 (0.1882)  loss_bbox_dn_4: 0.1444 (0.1867)  loss_bbox_dn_5: 0.1444 (0.1867)  loss_giou: 0.5264 (0.4879)  loss_giou_aux_0: 0.5521 (0.5125)  loss_giou_aux_1: 0.5530 (0.4975)  loss_giou_aux_2: 0.5375 (0.4924)  loss_giou_aux_3: 0.5265 (0.4898)  loss_giou_aux_4: 0.5212 (0.4884)  loss_giou_aux_5: 0.5988 (0.5812)  loss_giou_dn_0: 0.6138 (0.6058)  loss_giou_dn_1: 0.5172 (0.4999)  loss_giou_dn_2: 0.4869 (0.4705)  loss_giou_dn_3: 0.4734 (0.4618)  loss_giou_dn_4: 0.4684 (0.4598)  loss_giou_dn_5: 0.4683 (0.4600)  loss_vfl: 0.6650 (0.6917)  loss_vfl_aux_0: 0.7782 (0.8178)  loss_vfl_aux_1: 0.7375 (0.7586)  loss_vfl_aux_2: 0.6905 (0.7205)  loss_vfl_aux_3: 0.6726 (0.7024)  loss_vfl_aux_4: 0.6718 (0.6946)  loss_vfl_aux_5: 0.7280 (0.7902)  loss_vfl_dn_0: 0.4549 (0.4618)  loss_vfl_dn_1: 0.3897 (0.3978)  loss_vfl_dn_2: 0.3743 (0.3814)  loss_vfl_dn_3: 0.3673 (0.3738)  loss_vfl_dn_4: 0.3638 (0.3709)  loss_vfl_dn_5: 0.3640 (0.3700)  time: 0.4826  data: 0.0143  max mem: 5654
Epoch: [28]  [ 700/7393]  eta: 0:55:10  lr: 0.000010  loss: 15.8039 (16.4703)  loss_bbox: 0.1433 (0.1598)  loss_bbox_aux_0: 0.1617 (0.1724)  loss_bbox_aux_1: 0.1655 (0.1644)  loss_bbox_aux_2: 0.1450 (0.1617)  loss_bbox_aux_3: 0.1424 (0.1602)  loss_bbox_aux_4: 0.1433 (0.1597)  loss_bbox_aux_5: 0.2189 (0.2128)  loss_bbox_dn_0: 0.2627 (0.2864)  loss_bbox_dn_1: 0.1958 (0.2168)  loss_bbox_dn_2: 0.1713 (0.1947)  loss_bbox_dn_3: 0.1628 (0.1875)  loss_bbox_dn_4: 0.1611 (0.1859)  loss_bbox_dn_5: 0.1608 (0.1859)  loss_giou: 0.4661 (0.4879)  loss_giou_aux_0: 0.4931 (0.5126)  loss_giou_aux_1: 0.4656 (0.4978)  loss_giou_aux_2: 0.4457 (0.4923)  loss_giou_aux_3: 0.4690 (0.4895)  loss_giou_aux_4: 0.4689 (0.4882)  loss_giou_aux_5: 0.5569 (0.5808)  loss_giou_dn_0: 0.5966 (0.6048)  loss_giou_dn_1: 0.4901 (0.4994)  loss_giou_dn_2: 0.4518 (0.4701)  loss_giou_dn_3: 0.4420 (0.4615)  loss_giou_dn_4: 0.4434 (0.4595)  loss_giou_dn_5: 0.4451 (0.4596)  loss_vfl: 0.6449 (0.6905)  loss_vfl_aux_0: 0.7768 (0.8157)  loss_vfl_aux_1: 0.6915 (0.7565)  loss_vfl_aux_2: 0.6835 (0.7191)  loss_vfl_aux_3: 0.6548 (0.7017)  loss_vfl_aux_4: 0.6563 (0.6935)  loss_vfl_aux_5: 0.7689 (0.7891)  loss_vfl_dn_0: 0.4537 (0.4613)  loss_vfl_dn_1: 0.3936 (0.3971)  loss_vfl_dn_2: 0.3809 (0.3807)  loss_vfl_dn_3: 0.3741 (0.3731)  loss_vfl_dn_4: 0.3704 (0.3703)  loss_vfl_dn_5: 0.3706 (0.3694)  time: 0.4766  data: 0.0145  max mem: 5654
Epoch: [28]  [ 800/7393]  eta: 0:54:08  lr: 0.000010  loss: 16.3225 (16.4863)  loss_bbox: 0.1516 (0.1601)  loss_bbox_aux_0: 0.1734 (0.1731)  loss_bbox_aux_1: 0.1564 (0.1650)  loss_bbox_aux_2: 0.1519 (0.1623)  loss_bbox_aux_3: 0.1519 (0.1607)  loss_bbox_aux_4: 0.1544 (0.1600)  loss_bbox_aux_5: 0.2214 (0.2136)  loss_bbox_dn_0: 0.2759 (0.2883)  loss_bbox_dn_1: 0.2132 (0.2183)  loss_bbox_dn_2: 0.1911 (0.1961)  loss_bbox_dn_3: 0.1870 (0.1887)  loss_bbox_dn_4: 0.1837 (0.1871)  loss_bbox_dn_5: 0.1841 (0.1871)  loss_giou: 0.4221 (0.4871)  loss_giou_aux_0: 0.4513 (0.5122)  loss_giou_aux_1: 0.4283 (0.4973)  loss_giou_aux_2: 0.4295 (0.4917)  loss_giou_aux_3: 0.4354 (0.4889)  loss_giou_aux_4: 0.4296 (0.4875)  loss_giou_aux_5: 0.5608 (0.5804)  loss_giou_dn_0: 0.5867 (0.6042)  loss_giou_dn_1: 0.4790 (0.4989)  loss_giou_dn_2: 0.4447 (0.4696)  loss_giou_dn_3: 0.4292 (0.4609)  loss_giou_dn_4: 0.4247 (0.4589)  loss_giou_dn_5: 0.4249 (0.4591)  loss_vfl: 0.7108 (0.6927)  loss_vfl_aux_0: 0.8111 (0.8167)  loss_vfl_aux_1: 0.7526 (0.7581)  loss_vfl_aux_2: 0.7238 (0.7207)  loss_vfl_aux_3: 0.7120 (0.7034)  loss_vfl_aux_4: 0.7051 (0.6954)  loss_vfl_aux_5: 0.7789 (0.7898)  loss_vfl_dn_0: 0.4580 (0.4612)  loss_vfl_dn_1: 0.3957 (0.3973)  loss_vfl_dn_2: 0.3812 (0.3808)  loss_vfl_dn_3: 0.3710 (0.3732)  loss_vfl_dn_4: 0.3695 (0.3703)  loss_vfl_dn_5: 0.3691 (0.3695)  time: 0.4782  data: 0.0142  max mem: 5654
Epoch: [28]  [ 900/7393]  eta: 0:53:04  lr: 0.000010  loss: 16.3129 (16.4677)  loss_bbox: 0.1488 (0.1593)  loss_bbox_aux_0: 0.1658 (0.1719)  loss_bbox_aux_1: 0.1527 (0.1640)  loss_bbox_aux_2: 0.1468 (0.1616)  loss_bbox_aux_3: 0.1505 (0.1598)  loss_bbox_aux_4: 0.1516 (0.1592)  loss_bbox_aux_5: 0.2045 (0.2123)  loss_bbox_dn_0: 0.2579 (0.2859)  loss_bbox_dn_1: 0.2032 (0.2167)  loss_bbox_dn_2: 0.1836 (0.1946)  loss_bbox_dn_3: 0.1715 (0.1873)  loss_bbox_dn_4: 0.1668 (0.1858)  loss_bbox_dn_5: 0.1667 (0.1858)  loss_giou: 0.4733 (0.4874)  loss_giou_aux_0: 0.4806 (0.5123)  loss_giou_aux_1: 0.4714 (0.4975)  loss_giou_aux_2: 0.4640 (0.4919)  loss_giou_aux_3: 0.4777 (0.4892)  loss_giou_aux_4: 0.4725 (0.4878)  loss_giou_aux_5: 0.5780 (0.5806)  loss_giou_dn_0: 0.5799 (0.6045)  loss_giou_dn_1: 0.4823 (0.4990)  loss_giou_dn_2: 0.4571 (0.4699)  loss_giou_dn_3: 0.4482 (0.4612)  loss_giou_dn_4: 0.4494 (0.4592)  loss_giou_dn_5: 0.4494 (0.4593)  loss_vfl: 0.6885 (0.6923)  loss_vfl_aux_0: 0.8158 (0.8153)  loss_vfl_aux_1: 0.7448 (0.7571)  loss_vfl_aux_2: 0.7137 (0.7201)  loss_vfl_aux_3: 0.6980 (0.7029)  loss_vfl_aux_4: 0.7062 (0.6950)  loss_vfl_aux_5: 0.7710 (0.7879)  loss_vfl_dn_0: 0.4604 (0.4614)  loss_vfl_dn_1: 0.3937 (0.3974)  loss_vfl_dn_2: 0.3749 (0.3809)  loss_vfl_dn_3: 0.3702 (0.3733)  loss_vfl_dn_4: 0.3652 (0.3705)  loss_vfl_dn_5: 0.3650 (0.3696)  time: 0.4722  data: 0.0142  max mem: 5654
Epoch: [28]  [1000/7393]  eta: 0:52:05  lr: 0.000010  loss: 16.3833 (16.4925)  loss_bbox: 0.1573 (0.1596)  loss_bbox_aux_0: 0.1664 (0.1724)  loss_bbox_aux_1: 0.1533 (0.1643)  loss_bbox_aux_2: 0.1688 (0.1619)  loss_bbox_aux_3: 0.1629 (0.1602)  loss_bbox_aux_4: 0.1572 (0.1595)  loss_bbox_aux_5: 0.2123 (0.2129)  loss_bbox_dn_0: 0.3110 (0.2871)  loss_bbox_dn_1: 0.2370 (0.2175)  loss_bbox_dn_2: 0.2172 (0.1955)  loss_bbox_dn_3: 0.2116 (0.1883)  loss_bbox_dn_4: 0.2075 (0.1867)  loss_bbox_dn_5: 0.2076 (0.1867)  loss_giou: 0.4434 (0.4872)  loss_giou_aux_0: 0.4809 (0.5125)  loss_giou_aux_1: 0.4505 (0.4974)  loss_giou_aux_2: 0.4568 (0.4918)  loss_giou_aux_3: 0.4571 (0.4890)  loss_giou_aux_4: 0.4424 (0.4876)  loss_giou_aux_5: 0.5901 (0.5809)  loss_giou_dn_0: 0.5872 (0.6051)  loss_giou_dn_1: 0.4736 (0.4997)  loss_giou_dn_2: 0.4440 (0.4704)  loss_giou_dn_3: 0.4414 (0.4618)  loss_giou_dn_4: 0.4414 (0.4598)  loss_giou_dn_5: 0.4415 (0.4599)  loss_vfl: 0.7018 (0.6945)  loss_vfl_aux_0: 0.8399 (0.8163)  loss_vfl_aux_1: 0.7832 (0.7591)  loss_vfl_aux_2: 0.7245 (0.7222)  loss_vfl_aux_3: 0.7277 (0.7051)  loss_vfl_aux_4: 0.7131 (0.6973)  loss_vfl_aux_5: 0.7902 (0.7889)  loss_vfl_dn_0: 0.4596 (0.4614)  loss_vfl_dn_1: 0.3887 (0.3974)  loss_vfl_dn_2: 0.3778 (0.3810)  loss_vfl_dn_3: 0.3700 (0.3734)  loss_vfl_dn_4: 0.3684 (0.3706)  loss_vfl_dn_5: 0.3663 (0.3697)  time: 0.4673  data: 0.0155  max mem: 5654
Epoch: [28]  [1100/7393]  eta: 0:51:07  lr: 0.000010  loss: 16.4806 (16.4827)  loss_bbox: 0.1332 (0.1590)  loss_bbox_aux_0: 0.1520 (0.1722)  loss_bbox_aux_1: 0.1459 (0.1640)  loss_bbox_aux_2: 0.1477 (0.1614)  loss_bbox_aux_3: 0.1356 (0.1596)  loss_bbox_aux_4: 0.1332 (0.1588)  loss_bbox_aux_5: 0.1979 (0.2124)  loss_bbox_dn_0: 0.2614 (0.2859)  loss_bbox_dn_1: 0.1978 (0.2166)  loss_bbox_dn_2: 0.1763 (0.1947)  loss_bbox_dn_3: 0.1680 (0.1875)  loss_bbox_dn_4: 0.1672 (0.1859)  loss_bbox_dn_5: 0.1673 (0.1859)  loss_giou: 0.5154 (0.4874)  loss_giou_aux_0: 0.5369 (0.5127)  loss_giou_aux_1: 0.5213 (0.4977)  loss_giou_aux_2: 0.5178 (0.4920)  loss_giou_aux_3: 0.5139 (0.4890)  loss_giou_aux_4: 0.5155 (0.4877)  loss_giou_aux_5: 0.5998 (0.5811)  loss_giou_dn_0: 0.6028 (0.6049)  loss_giou_dn_1: 0.5084 (0.4997)  loss_giou_dn_2: 0.4812 (0.4705)  loss_giou_dn_3: 0.4652 (0.4620)  loss_giou_dn_4: 0.4640 (0.4600)  loss_giou_dn_5: 0.4643 (0.4601)  loss_vfl: 0.6800 (0.6942)  loss_vfl_aux_0: 0.8035 (0.8153)  loss_vfl_aux_1: 0.7445 (0.7583)  loss_vfl_aux_2: 0.7010 (0.7221)  loss_vfl_aux_3: 0.7027 (0.7052)  loss_vfl_aux_4: 0.6850 (0.6971)  loss_vfl_aux_5: 0.7689 (0.7884)  loss_vfl_dn_0: 0.4583 (0.4613)  loss_vfl_dn_1: 0.3979 (0.3973)  loss_vfl_dn_2: 0.3817 (0.3811)  loss_vfl_dn_3: 0.3769 (0.3734)  loss_vfl_dn_4: 0.3760 (0.3706)  loss_vfl_dn_5: 0.3757 (0.3697)  time: 0.4687  data: 0.0151  max mem: 5654
Epoch: [28]  [1200/7393]  eta: 0:50:14  lr: 0.000010  loss: 16.3784 (16.4749)  loss_bbox: 0.1354 (0.1588)  loss_bbox_aux_0: 0.1605 (0.1723)  loss_bbox_aux_1: 0.1418 (0.1637)  loss_bbox_aux_2: 0.1369 (0.1612)  loss_bbox_aux_3: 0.1340 (0.1593)  loss_bbox_aux_4: 0.1348 (0.1587)  loss_bbox_aux_5: 0.1938 (0.2123)  loss_bbox_dn_0: 0.2630 (0.2857)  loss_bbox_dn_1: 0.1931 (0.2164)  loss_bbox_dn_2: 0.1658 (0.1945)  loss_bbox_dn_3: 0.1572 (0.1873)  loss_bbox_dn_4: 0.1558 (0.1857)  loss_bbox_dn_5: 0.1558 (0.1857)  loss_giou: 0.4620 (0.4878)  loss_giou_aux_0: 0.5187 (0.5134)  loss_giou_aux_1: 0.4887 (0.4980)  loss_giou_aux_2: 0.4831 (0.4924)  loss_giou_aux_3: 0.4685 (0.4894)  loss_giou_aux_4: 0.4675 (0.4881)  loss_giou_aux_5: 0.5811 (0.5813)  loss_giou_dn_0: 0.5917 (0.6051)  loss_giou_dn_1: 0.4893 (0.4998)  loss_giou_dn_2: 0.4641 (0.4707)  loss_giou_dn_3: 0.4603 (0.4622)  loss_giou_dn_4: 0.4573 (0.4602)  loss_giou_dn_5: 0.4575 (0.4603)  loss_vfl: 0.6545 (0.6931)  loss_vfl_aux_0: 0.7556 (0.8136)  loss_vfl_aux_1: 0.7144 (0.7569)  loss_vfl_aux_2: 0.6755 (0.7209)  loss_vfl_aux_3: 0.6774 (0.7041)  loss_vfl_aux_4: 0.6633 (0.6959)  loss_vfl_aux_5: 0.7482 (0.7872)  loss_vfl_dn_0: 0.4581 (0.4612)  loss_vfl_dn_1: 0.3933 (0.3972)  loss_vfl_dn_2: 0.3779 (0.3810)  loss_vfl_dn_3: 0.3681 (0.3734)  loss_vfl_dn_4: 0.3628 (0.3706)  loss_vfl_dn_5: 0.3623 (0.3697)  time: 0.4817  data: 0.0145  max mem: 5654
Epoch: [28]  [1300/7393]  eta: 0:49:18  lr: 0.000010  loss: 16.6704 (16.4695)  loss_bbox: 0.1566 (0.1589)  loss_bbox_aux_0: 0.1684 (0.1724)  loss_bbox_aux_1: 0.1603 (0.1640)  loss_bbox_aux_2: 0.1559 (0.1614)  loss_bbox_aux_3: 0.1544 (0.1594)  loss_bbox_aux_4: 0.1561 (0.1588)  loss_bbox_aux_5: 0.2019 (0.2126)  loss_bbox_dn_0: 0.2809 (0.2861)  loss_bbox_dn_1: 0.2173 (0.2168)  loss_bbox_dn_2: 0.2010 (0.1949)  loss_bbox_dn_3: 0.1924 (0.1877)  loss_bbox_dn_4: 0.1922 (0.1861)  loss_bbox_dn_5: 0.1923 (0.1861)  loss_giou: 0.4613 (0.4871)  loss_giou_aux_0: 0.4912 (0.5127)  loss_giou_aux_1: 0.4792 (0.4974)  loss_giou_aux_2: 0.4617 (0.4916)  loss_giou_aux_3: 0.4612 (0.4886)  loss_giou_aux_4: 0.4592 (0.4875)  loss_giou_aux_5: 0.5511 (0.5806)  loss_giou_dn_0: 0.5976 (0.6046)  loss_giou_dn_1: 0.4989 (0.4993)  loss_giou_dn_2: 0.4715 (0.4702)  loss_giou_dn_3: 0.4602 (0.4616)  loss_giou_dn_4: 0.4582 (0.4597)  loss_giou_dn_5: 0.4582 (0.4598)  loss_vfl: 0.7086 (0.6930)  loss_vfl_aux_0: 0.8168 (0.8130)  loss_vfl_aux_1: 0.7646 (0.7563)  loss_vfl_aux_2: 0.7295 (0.7207)  loss_vfl_aux_3: 0.7068 (0.7042)  loss_vfl_aux_4: 0.7098 (0.6957)  loss_vfl_aux_5: 0.7744 (0.7871)  loss_vfl_dn_0: 0.4720 (0.4614)  loss_vfl_dn_1: 0.4089 (0.3973)  loss_vfl_dn_2: 0.3942 (0.3811)  loss_vfl_dn_3: 0.3837 (0.3735)  loss_vfl_dn_4: 0.3789 (0.3707)  loss_vfl_dn_5: 0.3776 (0.3698)  time: 0.4714  data: 0.0149  max mem: 5654
Epoch: [28]  [1400/7393]  eta: 0:48:26  lr: 0.000010  loss: 16.8460 (16.4734)  loss_bbox: 0.1430 (0.1591)  loss_bbox_aux_0: 0.1509 (0.1725)  loss_bbox_aux_1: 0.1436 (0.1642)  loss_bbox_aux_2: 0.1450 (0.1616)  loss_bbox_aux_3: 0.1456 (0.1596)  loss_bbox_aux_4: 0.1408 (0.1590)  loss_bbox_aux_5: 0.1908 (0.2128)  loss_bbox_dn_0: 0.2764 (0.2866)  loss_bbox_dn_1: 0.1980 (0.2173)  loss_bbox_dn_2: 0.1704 (0.1953)  loss_bbox_dn_3: 0.1655 (0.1881)  loss_bbox_dn_4: 0.1641 (0.1865)  loss_bbox_dn_5: 0.1642 (0.1865)  loss_giou: 0.4806 (0.4868)  loss_giou_aux_0: 0.5171 (0.5126)  loss_giou_aux_1: 0.5016 (0.4973)  loss_giou_aux_2: 0.4979 (0.4914)  loss_giou_aux_3: 0.4711 (0.4883)  loss_giou_aux_4: 0.4767 (0.4871)  loss_giou_aux_5: 0.5983 (0.5806)  loss_giou_dn_0: 0.6353 (0.6045)  loss_giou_dn_1: 0.5303 (0.4992)  loss_giou_dn_2: 0.5079 (0.4701)  loss_giou_dn_3: 0.4992 (0.4615)  loss_giou_dn_4: 0.4971 (0.4595)  loss_giou_dn_5: 0.4970 (0.4597)  loss_vfl: 0.7116 (0.6935)  loss_vfl_aux_0: 0.8270 (0.8132)  loss_vfl_aux_1: 0.7787 (0.7566)  loss_vfl_aux_2: 0.7492 (0.7210)  loss_vfl_aux_3: 0.7093 (0.7047)  loss_vfl_aux_4: 0.7183 (0.6963)  loss_vfl_aux_5: 0.7971 (0.7872)  loss_vfl_dn_0: 0.4581 (0.4613)  loss_vfl_dn_1: 0.3979 (0.3971)  loss_vfl_dn_2: 0.3823 (0.3809)  loss_vfl_dn_3: 0.3742 (0.3734)  loss_vfl_dn_4: 0.3707 (0.3706)  loss_vfl_dn_5: 0.3714 (0.3697)  time: 0.4771  data: 0.0156  max mem: 5654
Epoch: [28]  [1500/7393]  eta: 0:47:31  lr: 0.000010  loss: 16.6540 (16.4775)  loss_bbox: 0.1634 (0.1593)  loss_bbox_aux_0: 0.1815 (0.1728)  loss_bbox_aux_1: 0.1750 (0.1645)  loss_bbox_aux_2: 0.1586 (0.1618)  loss_bbox_aux_3: 0.1629 (0.1598)  loss_bbox_aux_4: 0.1562 (0.1592)  loss_bbox_aux_5: 0.2249 (0.2128)  loss_bbox_dn_0: 0.3140 (0.2865)  loss_bbox_dn_1: 0.2356 (0.2172)  loss_bbox_dn_2: 0.2007 (0.1951)  loss_bbox_dn_3: 0.1910 (0.1879)  loss_bbox_dn_4: 0.1900 (0.1864)  loss_bbox_dn_5: 0.1897 (0.1864)  loss_giou: 0.4870 (0.4875)  loss_giou_aux_0: 0.5069 (0.5136)  loss_giou_aux_1: 0.4938 (0.4982)  loss_giou_aux_2: 0.4769 (0.4922)  loss_giou_aux_3: 0.4988 (0.4891)  loss_giou_aux_4: 0.4842 (0.4878)  loss_giou_aux_5: 0.5643 (0.5815)  loss_giou_dn_0: 0.6101 (0.6048)  loss_giou_dn_1: 0.5000 (0.4994)  loss_giou_dn_2: 0.4680 (0.4703)  loss_giou_dn_3: 0.4611 (0.4617)  loss_giou_dn_4: 0.4624 (0.4597)  loss_giou_dn_5: 0.4627 (0.4598)  loss_vfl: 0.6760 (0.6933)  loss_vfl_aux_0: 0.8153 (0.8119)  loss_vfl_aux_1: 0.7501 (0.7558)  loss_vfl_aux_2: 0.7315 (0.7207)  loss_vfl_aux_3: 0.6945 (0.7046)  loss_vfl_aux_4: 0.6872 (0.6961)  loss_vfl_aux_5: 0.7834 (0.7867)  loss_vfl_dn_0: 0.4567 (0.4611)  loss_vfl_dn_1: 0.4032 (0.3971)  loss_vfl_dn_2: 0.3854 (0.3810)  loss_vfl_dn_3: 0.3794 (0.3734)  loss_vfl_dn_4: 0.3774 (0.3707)  loss_vfl_dn_5: 0.3765 (0.3698)  time: 0.4736  data: 0.0150  max mem: 5654
Epoch: [28]  [1600/7393]  eta: 0:46:43  lr: 0.000010  loss: 16.9473 (16.4813)  loss_bbox: 0.1703 (0.1596)  loss_bbox_aux_0: 0.1867 (0.1731)  loss_bbox_aux_1: 0.1738 (0.1647)  loss_bbox_aux_2: 0.1714 (0.1621)  loss_bbox_aux_3: 0.1688 (0.1601)  loss_bbox_aux_4: 0.1691 (0.1595)  loss_bbox_aux_5: 0.2300 (0.2129)  loss_bbox_dn_0: 0.3000 (0.2866)  loss_bbox_dn_1: 0.2182 (0.2172)  loss_bbox_dn_2: 0.2007 (0.1951)  loss_bbox_dn_3: 0.1939 (0.1880)  loss_bbox_dn_4: 0.1897 (0.1864)  loss_bbox_dn_5: 0.1898 (0.1864)  loss_giou: 0.4844 (0.4877)  loss_giou_aux_0: 0.5102 (0.5138)  loss_giou_aux_1: 0.4939 (0.4982)  loss_giou_aux_2: 0.4896 (0.4924)  loss_giou_aux_3: 0.4859 (0.4892)  loss_giou_aux_4: 0.4844 (0.4880)  loss_giou_aux_5: 0.5863 (0.5815)  loss_giou_dn_0: 0.6247 (0.6046)  loss_giou_dn_1: 0.5085 (0.4992)  loss_giou_dn_2: 0.4792 (0.4701)  loss_giou_dn_3: 0.4701 (0.4615)  loss_giou_dn_4: 0.4704 (0.4595)  loss_giou_dn_5: 0.4711 (0.4597)  loss_vfl: 0.6857 (0.6934)  loss_vfl_aux_0: 0.8004 (0.8120)  loss_vfl_aux_1: 0.7447 (0.7563)  loss_vfl_aux_2: 0.7057 (0.7211)  loss_vfl_aux_3: 0.6849 (0.7047)  loss_vfl_aux_4: 0.6832 (0.6962)  loss_vfl_aux_5: 0.7740 (0.7871)  loss_vfl_dn_0: 0.4557 (0.4611)  loss_vfl_dn_1: 0.3995 (0.3972)  loss_vfl_dn_2: 0.3821 (0.3811)  loss_vfl_dn_3: 0.3774 (0.3735)  loss_vfl_dn_4: 0.3759 (0.3707)  loss_vfl_dn_5: 0.3769 (0.3699)  time: 0.4944  data: 0.0144  max mem: 5654
Epoch: [28]  [1700/7393]  eta: 0:45:49  lr: 0.000010  loss: 17.2203 (16.4988)  loss_bbox: 0.1633 (0.1598)  loss_bbox_aux_0: 0.1744 (0.1732)  loss_bbox_aux_1: 0.1537 (0.1648)  loss_bbox_aux_2: 0.1511 (0.1621)  loss_bbox_aux_3: 0.1503 (0.1602)  loss_bbox_aux_4: 0.1677 (0.1598)  loss_bbox_aux_5: 0.1994 (0.2129)  loss_bbox_dn_0: 0.2758 (0.2868)  loss_bbox_dn_1: 0.2245 (0.2175)  loss_bbox_dn_2: 0.1989 (0.1954)  loss_bbox_dn_3: 0.1916 (0.1883)  loss_bbox_dn_4: 0.1908 (0.1867)  loss_bbox_dn_5: 0.1908 (0.1867)  loss_giou: 0.4533 (0.4884)  loss_giou_aux_0: 0.4821 (0.5145)  loss_giou_aux_1: 0.4635 (0.4988)  loss_giou_aux_2: 0.4797 (0.4930)  loss_giou_aux_3: 0.4548 (0.4899)  loss_giou_aux_4: 0.4547 (0.4887)  loss_giou_aux_5: 0.5643 (0.5821)  loss_giou_dn_0: 0.6137 (0.6050)  loss_giou_dn_1: 0.4977 (0.4998)  loss_giou_dn_2: 0.4660 (0.4706)  loss_giou_dn_3: 0.4611 (0.4621)  loss_giou_dn_4: 0.4603 (0.4601)  loss_giou_dn_5: 0.4603 (0.4603)  loss_vfl: 0.7318 (0.6940)  loss_vfl_aux_0: 0.8399 (0.8127)  loss_vfl_aux_1: 0.7845 (0.7574)  loss_vfl_aux_2: 0.7537 (0.7219)  loss_vfl_aux_3: 0.7482 (0.7054)  loss_vfl_aux_4: 0.7239 (0.6968)  loss_vfl_aux_5: 0.8120 (0.7877)  loss_vfl_dn_0: 0.4695 (0.4614)  loss_vfl_dn_1: 0.4086 (0.3975)  loss_vfl_dn_2: 0.3920 (0.3814)  loss_vfl_dn_3: 0.3831 (0.3738)  loss_vfl_dn_4: 0.3803 (0.3710)  loss_vfl_dn_5: 0.3793 (0.3702)  time: 0.4677  data: 0.0139  max mem: 5654
Epoch: [28]  [1800/7393]  eta: 0:45:00  lr: 0.000010  loss: 16.6278 (16.5215)  loss_bbox: 0.1643 (0.1602)  loss_bbox_aux_0: 0.1681 (0.1735)  loss_bbox_aux_1: 0.1620 (0.1651)  loss_bbox_aux_2: 0.1669 (0.1626)  loss_bbox_aux_3: 0.1594 (0.1605)  loss_bbox_aux_4: 0.1590 (0.1602)  loss_bbox_aux_5: 0.2058 (0.2131)  loss_bbox_dn_0: 0.2544 (0.2869)  loss_bbox_dn_1: 0.1883 (0.2176)  loss_bbox_dn_2: 0.1660 (0.1956)  loss_bbox_dn_3: 0.1593 (0.1884)  loss_bbox_dn_4: 0.1578 (0.1869)  loss_bbox_dn_5: 0.1578 (0.1869)  loss_giou: 0.4471 (0.4903)  loss_giou_aux_0: 0.4824 (0.5161)  loss_giou_aux_1: 0.4653 (0.5006)  loss_giou_aux_2: 0.4488 (0.4949)  loss_giou_aux_3: 0.4491 (0.4917)  loss_giou_aux_4: 0.4465 (0.4906)  loss_giou_aux_5: 0.5343 (0.5837)  loss_giou_dn_0: 0.5648 (0.6059)  loss_giou_dn_1: 0.4583 (0.5006)  loss_giou_dn_2: 0.4311 (0.4715)  loss_giou_dn_3: 0.4245 (0.4629)  loss_giou_dn_4: 0.4223 (0.4609)  loss_giou_dn_5: 0.4222 (0.4611)  loss_vfl: 0.7094 (0.6939)  loss_vfl_aux_0: 0.7985 (0.8133)  loss_vfl_aux_1: 0.7397 (0.7577)  loss_vfl_aux_2: 0.7219 (0.7220)  loss_vfl_aux_3: 0.7158 (0.7055)  loss_vfl_aux_4: 0.7084 (0.6967)  loss_vfl_aux_5: 0.7762 (0.7882)  loss_vfl_dn_0: 0.4575 (0.4614)  loss_vfl_dn_1: 0.3927 (0.3975)  loss_vfl_dn_2: 0.3710 (0.3815)  loss_vfl_dn_3: 0.3641 (0.3739)  loss_vfl_dn_4: 0.3590 (0.3712)  loss_vfl_dn_5: 0.3598 (0.3703)  time: 0.4694  data: 0.0142  max mem: 5654
Epoch: [28]  [1900/7393]  eta: 0:44:28  lr: 0.000010  loss: 16.9243 (16.5239)  loss_bbox: 0.1456 (0.1604)  loss_bbox_aux_0: 0.1580 (0.1737)  loss_bbox_aux_1: 0.1508 (0.1653)  loss_bbox_aux_2: 0.1513 (0.1628)  loss_bbox_aux_3: 0.1496 (0.1608)  loss_bbox_aux_4: 0.1456 (0.1604)  loss_bbox_aux_5: 0.1929 (0.2134)  loss_bbox_dn_0: 0.2451 (0.2874)  loss_bbox_dn_1: 0.1928 (0.2180)  loss_bbox_dn_2: 0.1734 (0.1960)  loss_bbox_dn_3: 0.1683 (0.1888)  loss_bbox_dn_4: 0.1693 (0.1874)  loss_bbox_dn_5: 0.1693 (0.1874)  loss_giou: 0.5170 (0.4899)  loss_giou_aux_0: 0.5548 (0.5158)  loss_giou_aux_1: 0.5174 (0.5002)  loss_giou_aux_2: 0.5106 (0.4946)  loss_giou_aux_3: 0.5110 (0.4913)  loss_giou_aux_4: 0.5220 (0.4902)  loss_giou_aux_5: 0.6149 (0.5835)  loss_giou_dn_0: 0.6376 (0.6055)  loss_giou_dn_1: 0.5206 (0.5002)  loss_giou_dn_2: 0.4968 (0.4712)  loss_giou_dn_3: 0.4872 (0.4626)  loss_giou_dn_4: 0.4851 (0.4606)  loss_giou_dn_5: 0.4851 (0.4608)  loss_vfl: 0.6715 (0.6941)  loss_vfl_aux_0: 0.7615 (0.8135)  loss_vfl_aux_1: 0.7178 (0.7582)  loss_vfl_aux_2: 0.6939 (0.7224)  loss_vfl_aux_3: 0.6908 (0.7058)  loss_vfl_aux_4: 0.6663 (0.6971)  loss_vfl_aux_5: 0.7741 (0.7885)  loss_vfl_dn_0: 0.4586 (0.4614)  loss_vfl_dn_1: 0.4031 (0.3975)  loss_vfl_dn_2: 0.3885 (0.3815)  loss_vfl_dn_3: 0.3807 (0.3739)  loss_vfl_dn_4: 0.3785 (0.3712)  loss_vfl_dn_5: 0.3775 (0.3703)  time: 0.4793  data: 0.0142  max mem: 5654
Epoch: [28]  [2000/7393]  eta: 0:43:35  lr: 0.000010  loss: 16.2850 (16.5251)  loss_bbox: 0.1556 (0.1603)  loss_bbox_aux_0: 0.1599 (0.1736)  loss_bbox_aux_1: 0.1548 (0.1651)  loss_bbox_aux_2: 0.1487 (0.1625)  loss_bbox_aux_3: 0.1517 (0.1606)  loss_bbox_aux_4: 0.1591 (0.1603)  loss_bbox_aux_5: 0.1950 (0.2132)  loss_bbox_dn_0: 0.2569 (0.2871)  loss_bbox_dn_1: 0.1995 (0.2177)  loss_bbox_dn_2: 0.1831 (0.1957)  loss_bbox_dn_3: 0.1737 (0.1886)  loss_bbox_dn_4: 0.1721 (0.1871)  loss_bbox_dn_5: 0.1717 (0.1871)  loss_giou: 0.4774 (0.4900)  loss_giou_aux_0: 0.5013 (0.5159)  loss_giou_aux_1: 0.4753 (0.5002)  loss_giou_aux_2: 0.4775 (0.4947)  loss_giou_aux_3: 0.4722 (0.4915)  loss_giou_aux_4: 0.4795 (0.4904)  loss_giou_aux_5: 0.5763 (0.5835)  loss_giou_dn_0: 0.5792 (0.6057)  loss_giou_dn_1: 0.4978 (0.5005)  loss_giou_dn_2: 0.4560 (0.4715)  loss_giou_dn_3: 0.4493 (0.4629)  loss_giou_dn_4: 0.4473 (0.4610)  loss_giou_dn_5: 0.4474 (0.4611)  loss_vfl: 0.6503 (0.6942)  loss_vfl_aux_0: 0.7859 (0.8136)  loss_vfl_aux_1: 0.7545 (0.7587)  loss_vfl_aux_2: 0.7117 (0.7227)  loss_vfl_aux_3: 0.6945 (0.7060)  loss_vfl_aux_4: 0.6794 (0.6972)  loss_vfl_aux_5: 0.7562 (0.7888)  loss_vfl_dn_0: 0.4620 (0.4615)  loss_vfl_dn_1: 0.3987 (0.3976)  loss_vfl_dn_2: 0.3802 (0.3815)  loss_vfl_dn_3: 0.3719 (0.3739)  loss_vfl_dn_4: 0.3705 (0.3712)  loss_vfl_dn_5: 0.3709 (0.3703)  time: 0.4722  data: 0.0140  max mem: 5654
Epoch: [28]  [2100/7393]  eta: 0:43:01  lr: 0.000010  loss: 16.6272 (16.5271)  loss_bbox: 0.1493 (0.1601)  loss_bbox_aux_0: 0.1580 (0.1734)  loss_bbox_aux_1: 0.1499 (0.1650)  loss_bbox_aux_2: 0.1498 (0.1623)  loss_bbox_aux_3: 0.1498 (0.1604)  loss_bbox_aux_4: 0.1493 (0.1600)  loss_bbox_aux_5: 0.1992 (0.2129)  loss_bbox_dn_0: 0.2581 (0.2864)  loss_bbox_dn_1: 0.1888 (0.2172)  loss_bbox_dn_2: 0.1669 (0.1952)  loss_bbox_dn_3: 0.1582 (0.1881)  loss_bbox_dn_4: 0.1555 (0.1866)  loss_bbox_dn_5: 0.1555 (0.1866)  loss_giou: 0.4748 (0.4908)  loss_giou_aux_0: 0.5057 (0.5168)  loss_giou_aux_1: 0.4761 (0.5011)  loss_giou_aux_2: 0.4705 (0.4955)  loss_giou_aux_3: 0.4728 (0.4922)  loss_giou_aux_4: 0.4694 (0.4911)  loss_giou_aux_5: 0.5900 (0.5843)  loss_giou_dn_0: 0.5877 (0.6062)  loss_giou_dn_1: 0.4799 (0.5011)  loss_giou_dn_2: 0.4558 (0.4721)  loss_giou_dn_3: 0.4447 (0.4635)  loss_giou_dn_4: 0.4428 (0.4616)  loss_giou_dn_5: 0.4429 (0.4618)  loss_vfl: 0.6814 (0.6940)  loss_vfl_aux_0: 0.7889 (0.8128)  loss_vfl_aux_1: 0.7323 (0.7583)  loss_vfl_aux_2: 0.6929 (0.7225)  loss_vfl_aux_3: 0.6833 (0.7057)  loss_vfl_aux_4: 0.6892 (0.6971)  loss_vfl_aux_5: 0.7670 (0.7884)  loss_vfl_dn_0: 0.4576 (0.4613)  loss_vfl_dn_1: 0.3931 (0.3975)  loss_vfl_dn_2: 0.3756 (0.3815)  loss_vfl_dn_3: 0.3681 (0.3739)  loss_vfl_dn_4: 0.3680 (0.3712)  loss_vfl_dn_5: 0.3654 (0.3704)  time: 0.4843  data: 0.0141  max mem: 5654
Epoch: [28]  [2200/7393]  eta: 0:42:08  lr: 0.000010  loss: 16.7250 (16.5315)  loss_bbox: 0.1528 (0.1601)  loss_bbox_aux_0: 0.1614 (0.1735)  loss_bbox_aux_1: 0.1564 (0.1651)  loss_bbox_aux_2: 0.1553 (0.1624)  loss_bbox_aux_3: 0.1504 (0.1605)  loss_bbox_aux_4: 0.1440 (0.1600)  loss_bbox_aux_5: 0.2008 (0.2131)  loss_bbox_dn_0: 0.2671 (0.2868)  loss_bbox_dn_1: 0.1989 (0.2175)  loss_bbox_dn_2: 0.1800 (0.1955)  loss_bbox_dn_3: 0.1708 (0.1884)  loss_bbox_dn_4: 0.1699 (0.1869)  loss_bbox_dn_5: 0.1700 (0.1869)  loss_giou: 0.4907 (0.4907)  loss_giou_aux_0: 0.5267 (0.5166)  loss_giou_aux_1: 0.5199 (0.5009)  loss_giou_aux_2: 0.5046 (0.4953)  loss_giou_aux_3: 0.4937 (0.4921)  loss_giou_aux_4: 0.4906 (0.4910)  loss_giou_aux_5: 0.5870 (0.5842)  loss_giou_dn_0: 0.5926 (0.6061)  loss_giou_dn_1: 0.4921 (0.5011)  loss_giou_dn_2: 0.4685 (0.4720)  loss_giou_dn_3: 0.4587 (0.4635)  loss_giou_dn_4: 0.4576 (0.4615)  loss_giou_dn_5: 0.4582 (0.4617)  loss_vfl: 0.6872 (0.6945)  loss_vfl_aux_0: 0.8131 (0.8133)  loss_vfl_aux_1: 0.7382 (0.7588)  loss_vfl_aux_2: 0.7028 (0.7229)  loss_vfl_aux_3: 0.6949 (0.7063)  loss_vfl_aux_4: 0.6871 (0.6977)  loss_vfl_aux_5: 0.7970 (0.7888)  loss_vfl_dn_0: 0.4629 (0.4613)  loss_vfl_dn_1: 0.3990 (0.3976)  loss_vfl_dn_2: 0.3819 (0.3815)  loss_vfl_dn_3: 0.3747 (0.3739)  loss_vfl_dn_4: 0.3718 (0.3711)  loss_vfl_dn_5: 0.3699 (0.3703)  time: 0.4654  data: 0.0150  max mem: 5654
Epoch: [28]  [2300/7393]  eta: 0:41:16  lr: 0.000010  loss: 16.1223 (16.5274)  loss_bbox: 0.1587 (0.1602)  loss_bbox_aux_0: 0.1799 (0.1738)  loss_bbox_aux_1: 0.1615 (0.1652)  loss_bbox_aux_2: 0.1582 (0.1625)  loss_bbox_aux_3: 0.1574 (0.1606)  loss_bbox_aux_4: 0.1586 (0.1602)  loss_bbox_aux_5: 0.2189 (0.2133)  loss_bbox_dn_0: 0.2761 (0.2870)  loss_bbox_dn_1: 0.2084 (0.2177)  loss_bbox_dn_2: 0.1904 (0.1957)  loss_bbox_dn_3: 0.1881 (0.1886)  loss_bbox_dn_4: 0.1853 (0.1871)  loss_bbox_dn_5: 0.1853 (0.1871)  loss_giou: 0.4661 (0.4902)  loss_giou_aux_0: 0.4807 (0.5160)  loss_giou_aux_1: 0.4718 (0.5003)  loss_giou_aux_2: 0.4776 (0.4948)  loss_giou_aux_3: 0.4689 (0.4915)  loss_giou_aux_4: 0.4699 (0.4904)  loss_giou_aux_5: 0.5725 (0.5836)  loss_giou_dn_0: 0.5933 (0.6057)  loss_giou_dn_1: 0.4832 (0.5007)  loss_giou_dn_2: 0.4530 (0.4717)  loss_giou_dn_3: 0.4465 (0.4632)  loss_giou_dn_4: 0.4466 (0.4612)  loss_giou_dn_5: 0.4470 (0.4614)  loss_vfl: 0.6589 (0.6944)  loss_vfl_aux_0: 0.7669 (0.8130)  loss_vfl_aux_1: 0.7093 (0.7586)  loss_vfl_aux_2: 0.6762 (0.7228)  loss_vfl_aux_3: 0.6661 (0.7061)  loss_vfl_aux_4: 0.6487 (0.6976)  loss_vfl_aux_5: 0.7543 (0.7889)  loss_vfl_dn_0: 0.4597 (0.4615)  loss_vfl_dn_1: 0.3956 (0.3976)  loss_vfl_dn_2: 0.3810 (0.3816)  loss_vfl_dn_3: 0.3779 (0.3740)  loss_vfl_dn_4: 0.3741 (0.3712)  loss_vfl_dn_5: 0.3729 (0.3704)  time: 0.4687  data: 0.0144  max mem: 5654
Epoch: [28]  [2400/7393]  eta: 0:40:24  lr: 0.000010  loss: 16.1070 (16.5228)  loss_bbox: 0.1555 (0.1603)  loss_bbox_aux_0: 0.1688 (0.1737)  loss_bbox_aux_1: 0.1573 (0.1652)  loss_bbox_aux_2: 0.1500 (0.1626)  loss_bbox_aux_3: 0.1520 (0.1607)  loss_bbox_aux_4: 0.1544 (0.1602)  loss_bbox_aux_5: 0.2133 (0.2134)  loss_bbox_dn_0: 0.2930 (0.2871)  loss_bbox_dn_1: 0.2185 (0.2178)  loss_bbox_dn_2: 0.1977 (0.1958)  loss_bbox_dn_3: 0.1842 (0.1887)  loss_bbox_dn_4: 0.1816 (0.1872)  loss_bbox_dn_5: 0.1818 (0.1872)  loss_giou: 0.4320 (0.4896)  loss_giou_aux_0: 0.4521 (0.5153)  loss_giou_aux_1: 0.4417 (0.4996)  loss_giou_aux_2: 0.4378 (0.4942)  loss_giou_aux_3: 0.4340 (0.4910)  loss_giou_aux_4: 0.4365 (0.4898)  loss_giou_aux_5: 0.5298 (0.5831)  loss_giou_dn_0: 0.5719 (0.6054)  loss_giou_dn_1: 0.4592 (0.5004)  loss_giou_dn_2: 0.4363 (0.4713)  loss_giou_dn_3: 0.4287 (0.4628)  loss_giou_dn_4: 0.4269 (0.4608)  loss_giou_dn_5: 0.4266 (0.4610)  loss_vfl: 0.6830 (0.6946)  loss_vfl_aux_0: 0.8113 (0.8133)  loss_vfl_aux_1: 0.7616 (0.7588)  loss_vfl_aux_2: 0.7253 (0.7230)  loss_vfl_aux_3: 0.7194 (0.7063)  loss_vfl_aux_4: 0.7084 (0.6978)  loss_vfl_aux_5: 0.7883 (0.7892)  loss_vfl_dn_0: 0.4488 (0.4614)  loss_vfl_dn_1: 0.3892 (0.3975)  loss_vfl_dn_2: 0.3754 (0.3815)  loss_vfl_dn_3: 0.3697 (0.3739)  loss_vfl_dn_4: 0.3656 (0.3711)  loss_vfl_dn_5: 0.3642 (0.3703)  time: 0.4723  data: 0.0143  max mem: 5654
Epoch: [28]  [2500/7393]  eta: 0:39:34  lr: 0.000010  loss: 17.0065 (16.5242)  loss_bbox: 0.1621 (0.1605)  loss_bbox_aux_0: 0.1709 (0.1739)  loss_bbox_aux_1: 0.1666 (0.1654)  loss_bbox_aux_2: 0.1645 (0.1628)  loss_bbox_aux_3: 0.1669 (0.1609)  loss_bbox_aux_4: 0.1623 (0.1604)  loss_bbox_aux_5: 0.2230 (0.2136)  loss_bbox_dn_0: 0.2748 (0.2873)  loss_bbox_dn_1: 0.2036 (0.2180)  loss_bbox_dn_2: 0.1914 (0.1960)  loss_bbox_dn_3: 0.1854 (0.1889)  loss_bbox_dn_4: 0.1837 (0.1874)  loss_bbox_dn_5: 0.1837 (0.1874)  loss_giou: 0.4818 (0.4894)  loss_giou_aux_0: 0.5210 (0.5151)  loss_giou_aux_1: 0.5106 (0.4995)  loss_giou_aux_2: 0.5111 (0.4941)  loss_giou_aux_3: 0.4884 (0.4908)  loss_giou_aux_4: 0.4783 (0.4897)  loss_giou_aux_5: 0.5698 (0.5830)  loss_giou_dn_0: 0.6122 (0.6053)  loss_giou_dn_1: 0.5122 (0.5003)  loss_giou_dn_2: 0.4570 (0.4713)  loss_giou_dn_3: 0.4466 (0.4627)  loss_giou_dn_4: 0.4417 (0.4608)  loss_giou_dn_5: 0.4414 (0.4609)  loss_vfl: 0.7065 (0.6945)  loss_vfl_aux_0: 0.8013 (0.8133)  loss_vfl_aux_1: 0.7669 (0.7589)  loss_vfl_aux_2: 0.7186 (0.7230)  loss_vfl_aux_3: 0.7073 (0.7062)  loss_vfl_aux_4: 0.7122 (0.6978)  loss_vfl_aux_5: 0.7916 (0.7892)  loss_vfl_dn_0: 0.4625 (0.4614)  loss_vfl_dn_1: 0.3956 (0.3975)  loss_vfl_dn_2: 0.3772 (0.3815)  loss_vfl_dn_3: 0.3693 (0.3739)  loss_vfl_dn_4: 0.3644 (0.3711)  loss_vfl_dn_5: 0.3627 (0.3703)  time: 0.4906  data: 0.0139  max mem: 5654
Epoch: [28]  [2600/7393]  eta: 0:38:56  lr: 0.000010  loss: 16.7633 (16.5345)  loss_bbox: 0.1497 (0.1606)  loss_bbox_aux_0: 0.1639 (0.1739)  loss_bbox_aux_1: 0.1535 (0.1654)  loss_bbox_aux_2: 0.1495 (0.1629)  loss_bbox_aux_3: 0.1510 (0.1610)  loss_bbox_aux_4: 0.1497 (0.1604)  loss_bbox_aux_5: 0.2008 (0.2135)  loss_bbox_dn_0: 0.2543 (0.2868)  loss_bbox_dn_1: 0.2002 (0.2177)  loss_bbox_dn_2: 0.1784 (0.1958)  loss_bbox_dn_3: 0.1685 (0.1887)  loss_bbox_dn_4: 0.1668 (0.1872)  loss_bbox_dn_5: 0.1668 (0.1872)  loss_giou: 0.5293 (0.4909)  loss_giou_aux_0: 0.5643 (0.5165)  loss_giou_aux_1: 0.5473 (0.5009)  loss_giou_aux_2: 0.5384 (0.4956)  loss_giou_aux_3: 0.5367 (0.4923)  loss_giou_aux_4: 0.5313 (0.4911)  loss_giou_aux_5: 0.6298 (0.5844)  loss_giou_dn_0: 0.6341 (0.6062)  loss_giou_dn_1: 0.5256 (0.5012)  loss_giou_dn_2: 0.5059 (0.4722)  loss_giou_dn_3: 0.5001 (0.4637)  loss_giou_dn_4: 0.4969 (0.4617)  loss_giou_dn_5: 0.4970 (0.4619)  loss_vfl: 0.6662 (0.6941)  loss_vfl_aux_0: 0.7696 (0.8126)  loss_vfl_aux_1: 0.7317 (0.7584)  loss_vfl_aux_2: 0.6842 (0.7224)  loss_vfl_aux_3: 0.6646 (0.7056)  loss_vfl_aux_4: 0.6624 (0.6974)  loss_vfl_aux_5: 0.7387 (0.7884)  loss_vfl_dn_0: 0.4537 (0.4612)  loss_vfl_dn_1: 0.3972 (0.3975)  loss_vfl_dn_2: 0.3777 (0.3815)  loss_vfl_dn_3: 0.3699 (0.3739)  loss_vfl_dn_4: 0.3680 (0.3712)  loss_vfl_dn_5: 0.3679 (0.3704)  time: 0.8140  data: 0.0148  max mem: 5654
Epoch: [28]  [2700/7393]  eta: 0:38:04  lr: 0.000010  loss: 16.4049 (16.5362)  loss_bbox: 0.1626 (0.1605)  loss_bbox_aux_0: 0.1779 (0.1738)  loss_bbox_aux_1: 0.1608 (0.1653)  loss_bbox_aux_2: 0.1606 (0.1628)  loss_bbox_aux_3: 0.1621 (0.1609)  loss_bbox_aux_4: 0.1620 (0.1604)  loss_bbox_aux_5: 0.2165 (0.2133)  loss_bbox_dn_0: 0.2950 (0.2865)  loss_bbox_dn_1: 0.2190 (0.2175)  loss_bbox_dn_2: 0.2020 (0.1956)  loss_bbox_dn_3: 0.1995 (0.1885)  loss_bbox_dn_4: 0.1991 (0.1870)  loss_bbox_dn_5: 0.1991 (0.1870)  loss_giou: 0.4936 (0.4909)  loss_giou_aux_0: 0.5195 (0.5166)  loss_giou_aux_1: 0.5018 (0.5011)  loss_giou_aux_2: 0.5018 (0.4957)  loss_giou_aux_3: 0.5001 (0.4924)  loss_giou_aux_4: 0.4908 (0.4912)  loss_giou_aux_5: 0.5840 (0.5845)  loss_giou_dn_0: 0.6046 (0.6065)  loss_giou_dn_1: 0.4854 (0.5014)  loss_giou_dn_2: 0.4587 (0.4724)  loss_giou_dn_3: 0.4521 (0.4639)  loss_giou_dn_4: 0.4498 (0.4619)  loss_giou_dn_5: 0.4504 (0.4621)  loss_vfl: 0.7213 (0.6945)  loss_vfl_aux_0: 0.8305 (0.8126)  loss_vfl_aux_1: 0.7689 (0.7584)  loss_vfl_aux_2: 0.7551 (0.7228)  loss_vfl_aux_3: 0.7318 (0.7060)  loss_vfl_aux_4: 0.7209 (0.6977)  loss_vfl_aux_5: 0.7879 (0.7884)  loss_vfl_dn_0: 0.4617 (0.4612)  loss_vfl_dn_1: 0.4016 (0.3975)  loss_vfl_dn_2: 0.3877 (0.3816)  loss_vfl_dn_3: 0.3833 (0.3740)  loss_vfl_dn_4: 0.3799 (0.3713)  loss_vfl_dn_5: 0.3788 (0.3705)  time: 0.4666  data: 0.0142  max mem: 5654
Epoch: [28]  [2800/7393]  eta: 0:37:12  lr: 0.000010  loss: 16.0904 (16.5362)  loss_bbox: 0.1542 (0.1605)  loss_bbox_aux_0: 0.1653 (0.1738)  loss_bbox_aux_1: 0.1621 (0.1655)  loss_bbox_aux_2: 0.1553 (0.1629)  loss_bbox_aux_3: 0.1564 (0.1610)  loss_bbox_aux_4: 0.1552 (0.1605)  loss_bbox_aux_5: 0.2140 (0.2134)  loss_bbox_dn_0: 0.2750 (0.2866)  loss_bbox_dn_1: 0.2077 (0.2175)  loss_bbox_dn_2: 0.1839 (0.1957)  loss_bbox_dn_3: 0.1757 (0.1886)  loss_bbox_dn_4: 0.1756 (0.1871)  loss_bbox_dn_5: 0.1758 (0.1871)  loss_giou: 0.4600 (0.4909)  loss_giou_aux_0: 0.4967 (0.5166)  loss_giou_aux_1: 0.4749 (0.5011)  loss_giou_aux_2: 0.4601 (0.4957)  loss_giou_aux_3: 0.4646 (0.4924)  loss_giou_aux_4: 0.4648 (0.4912)  loss_giou_aux_5: 0.5644 (0.5845)  loss_giou_dn_0: 0.5878 (0.6065)  loss_giou_dn_1: 0.4938 (0.5014)  loss_giou_dn_2: 0.4579 (0.4724)  loss_giou_dn_3: 0.4477 (0.4639)  loss_giou_dn_4: 0.4465 (0.4619)  loss_giou_dn_5: 0.4466 (0.4621)  loss_vfl: 0.6878 (0.6945)  loss_vfl_aux_0: 0.7868 (0.8123)  loss_vfl_aux_1: 0.7425 (0.7580)  loss_vfl_aux_2: 0.7176 (0.7226)  loss_vfl_aux_3: 0.6986 (0.7058)  loss_vfl_aux_4: 0.6910 (0.6975)  loss_vfl_aux_5: 0.7681 (0.7884)  loss_vfl_dn_0: 0.4577 (0.4612)  loss_vfl_dn_1: 0.3934 (0.3976)  loss_vfl_dn_2: 0.3820 (0.3816)  loss_vfl_dn_3: 0.3727 (0.3741)  loss_vfl_dn_4: 0.3703 (0.3713)  loss_vfl_dn_5: 0.3679 (0.3705)  time: 0.4771  data: 0.0138  max mem: 5654
Epoch: [28]  [2900/7393]  eta: 0:36:22  lr: 0.000010  loss: 16.2441 (16.5376)  loss_bbox: 0.1543 (0.1606)  loss_bbox_aux_0: 0.1555 (0.1740)  loss_bbox_aux_1: 0.1553 (0.1655)  loss_bbox_aux_2: 0.1535 (0.1629)  loss_bbox_aux_3: 0.1566 (0.1610)  loss_bbox_aux_4: 0.1548 (0.1605)  loss_bbox_aux_5: 0.2043 (0.2135)  loss_bbox_dn_0: 0.2737 (0.2866)  loss_bbox_dn_1: 0.2010 (0.2176)  loss_bbox_dn_2: 0.1814 (0.1957)  loss_bbox_dn_3: 0.1793 (0.1886)  loss_bbox_dn_4: 0.1789 (0.1871)  loss_bbox_dn_5: 0.1790 (0.1871)  loss_giou: 0.4607 (0.4909)  loss_giou_aux_0: 0.5079 (0.5166)  loss_giou_aux_1: 0.4715 (0.5011)  loss_giou_aux_2: 0.4628 (0.4956)  loss_giou_aux_3: 0.4540 (0.4923)  loss_giou_aux_4: 0.4610 (0.4912)  loss_giou_aux_5: 0.5719 (0.5844)  loss_giou_dn_0: 0.6027 (0.6063)  loss_giou_dn_1: 0.4879 (0.5014)  loss_giou_dn_2: 0.4603 (0.4724)  loss_giou_dn_3: 0.4535 (0.4639)  loss_giou_dn_4: 0.4499 (0.4619)  loss_giou_dn_5: 0.4509 (0.4621)  loss_vfl: 0.6836 (0.6946)  loss_vfl_aux_0: 0.7861 (0.8124)  loss_vfl_aux_1: 0.7565 (0.7582)  loss_vfl_aux_2: 0.7185 (0.7227)  loss_vfl_aux_3: 0.6999 (0.7060)  loss_vfl_aux_4: 0.6936 (0.6977)  loss_vfl_aux_5: 0.7540 (0.7885)  loss_vfl_dn_0: 0.4582 (0.4613)  loss_vfl_dn_1: 0.3934 (0.3976)  loss_vfl_dn_2: 0.3756 (0.3817)  loss_vfl_dn_3: 0.3697 (0.3741)  loss_vfl_dn_4: 0.3665 (0.3714)  loss_vfl_dn_5: 0.3657 (0.3706)  time: 0.4780  data: 0.0140  max mem: 5654
Epoch: [28]  [3000/7393]  eta: 0:35:39  lr: 0.000010  loss: 16.9246 (16.5397)  loss_bbox: 0.1626 (0.1607)  loss_bbox_aux_0: 0.1804 (0.1740)  loss_bbox_aux_1: 0.1623 (0.1656)  loss_bbox_aux_2: 0.1627 (0.1631)  loss_bbox_aux_3: 0.1611 (0.1612)  loss_bbox_aux_4: 0.1617 (0.1607)  loss_bbox_aux_5: 0.1976 (0.2136)  loss_bbox_dn_0: 0.2489 (0.2867)  loss_bbox_dn_1: 0.1924 (0.2177)  loss_bbox_dn_2: 0.1719 (0.1958)  loss_bbox_dn_3: 0.1668 (0.1887)  loss_bbox_dn_4: 0.1664 (0.1873)  loss_bbox_dn_5: 0.1665 (0.1873)  loss_giou: 0.4577 (0.4910)  loss_giou_aux_0: 0.4829 (0.5167)  loss_giou_aux_1: 0.4665 (0.5012)  loss_giou_aux_2: 0.4635 (0.4957)  loss_giou_aux_3: 0.4591 (0.4925)  loss_giou_aux_4: 0.4589 (0.4913)  loss_giou_aux_5: 0.5564 (0.5844)  loss_giou_dn_0: 0.5918 (0.6064)  loss_giou_dn_1: 0.4955 (0.5015)  loss_giou_dn_2: 0.4635 (0.4724)  loss_giou_dn_3: 0.4558 (0.4640)  loss_giou_dn_4: 0.4524 (0.4620)  loss_giou_dn_5: 0.4531 (0.4622)  loss_vfl: 0.7068 (0.6945)  loss_vfl_aux_0: 0.8445 (0.8124)  loss_vfl_aux_1: 0.7758 (0.7581)  loss_vfl_aux_2: 0.7415 (0.7227)  loss_vfl_aux_3: 0.7152 (0.7060)  loss_vfl_aux_4: 0.7046 (0.6976)  loss_vfl_aux_5: 0.8221 (0.7885)  loss_vfl_dn_0: 0.4609 (0.4612)  loss_vfl_dn_1: 0.3962 (0.3975)  loss_vfl_dn_2: 0.3836 (0.3817)  loss_vfl_dn_3: 0.3737 (0.3741)  loss_vfl_dn_4: 0.3739 (0.3714)  loss_vfl_dn_5: 0.3730 (0.3706)  time: 0.4725  data: 0.0136  max mem: 5654
Epoch: [28]  [3100/7393]  eta: 0:34:48  lr: 0.000010  loss: 16.3621 (16.5405)  loss_bbox: 0.1655 (0.1608)  loss_bbox_aux_0: 0.1842 (0.1741)  loss_bbox_aux_1: 0.1749 (0.1657)  loss_bbox_aux_2: 0.1683 (0.1632)  loss_bbox_aux_3: 0.1628 (0.1612)  loss_bbox_aux_4: 0.1636 (0.1607)  loss_bbox_aux_5: 0.2218 (0.2136)  loss_bbox_dn_0: 0.2620 (0.2868)  loss_bbox_dn_1: 0.1980 (0.2178)  loss_bbox_dn_2: 0.1827 (0.1959)  loss_bbox_dn_3: 0.1802 (0.1888)  loss_bbox_dn_4: 0.1773 (0.1874)  loss_bbox_dn_5: 0.1772 (0.1874)  loss_giou: 0.4934 (0.4910)  loss_giou_aux_0: 0.5306 (0.5166)  loss_giou_aux_1: 0.5145 (0.5011)  loss_giou_aux_2: 0.5005 (0.4956)  loss_giou_aux_3: 0.4941 (0.4924)  loss_giou_aux_4: 0.4934 (0.4913)  loss_giou_aux_5: 0.6120 (0.5843)  loss_giou_dn_0: 0.6138 (0.6063)  loss_giou_dn_1: 0.5073 (0.5014)  loss_giou_dn_2: 0.4712 (0.4724)  loss_giou_dn_3: 0.4639 (0.4639)  loss_giou_dn_4: 0.4637 (0.4619)  loss_giou_dn_5: 0.4641 (0.4621)  loss_vfl: 0.6611 (0.6947)  loss_vfl_aux_0: 0.7799 (0.8125)  loss_vfl_aux_1: 0.7398 (0.7581)  loss_vfl_aux_2: 0.6847 (0.7229)  loss_vfl_aux_3: 0.6794 (0.7061)  loss_vfl_aux_4: 0.6667 (0.6977)  loss_vfl_aux_5: 0.7740 (0.7886)  loss_vfl_dn_0: 0.4600 (0.4613)  loss_vfl_dn_1: 0.3882 (0.3975)  loss_vfl_dn_2: 0.3797 (0.3816)  loss_vfl_dn_3: 0.3734 (0.3740)  loss_vfl_dn_4: 0.3714 (0.3713)  loss_vfl_dn_5: 0.3708 (0.3705)  time: 0.4792  data: 0.0141  max mem: 5654
Epoch: [28]  [3200/7393]  eta: 0:33:58  lr: 0.000010  loss: 16.6078 (16.5436)  loss_bbox: 0.1489 (0.1608)  loss_bbox_aux_0: 0.1670 (0.1742)  loss_bbox_aux_1: 0.1523 (0.1658)  loss_bbox_aux_2: 0.1498 (0.1632)  loss_bbox_aux_3: 0.1445 (0.1612)  loss_bbox_aux_4: 0.1506 (0.1607)  loss_bbox_aux_5: 0.2022 (0.2138)  loss_bbox_dn_0: 0.2787 (0.2871)  loss_bbox_dn_1: 0.2027 (0.2181)  loss_bbox_dn_2: 0.1857 (0.1961)  loss_bbox_dn_3: 0.1803 (0.1891)  loss_bbox_dn_4: 0.1765 (0.1876)  loss_bbox_dn_5: 0.1763 (0.1876)  loss_giou: 0.5074 (0.4906)  loss_giou_aux_0: 0.5340 (0.5163)  loss_giou_aux_1: 0.5115 (0.5008)  loss_giou_aux_2: 0.5234 (0.4953)  loss_giou_aux_3: 0.5202 (0.4920)  loss_giou_aux_4: 0.5114 (0.4908)  loss_giou_aux_5: 0.5633 (0.5841)  loss_giou_dn_0: 0.6251 (0.6063)  loss_giou_dn_1: 0.5138 (0.5012)  loss_giou_dn_2: 0.4811 (0.4722)  loss_giou_dn_3: 0.4672 (0.4637)  loss_giou_dn_4: 0.4646 (0.4617)  loss_giou_dn_5: 0.4646 (0.4619)  loss_vfl: 0.6989 (0.6954)  loss_vfl_aux_0: 0.7914 (0.8130)  loss_vfl_aux_1: 0.7389 (0.7586)  loss_vfl_aux_2: 0.7152 (0.7234)  loss_vfl_aux_3: 0.7041 (0.7068)  loss_vfl_aux_4: 0.7006 (0.6985)  loss_vfl_aux_5: 0.7816 (0.7892)  loss_vfl_dn_0: 0.4669 (0.4614)  loss_vfl_dn_1: 0.4020 (0.3976)  loss_vfl_dn_2: 0.3852 (0.3817)  loss_vfl_dn_3: 0.3815 (0.3741)  loss_vfl_dn_4: 0.3776 (0.3714)  loss_vfl_dn_5: 0.3739 (0.3706)  time: 0.4747  data: 0.0135  max mem: 5654
Epoch: [28]  [3300/7393]  eta: 0:33:08  lr: 0.000010  loss: 16.0908 (16.5442)  loss_bbox: 0.1439 (0.1610)  loss_bbox_aux_0: 0.1563 (0.1744)  loss_bbox_aux_1: 0.1482 (0.1660)  loss_bbox_aux_2: 0.1475 (0.1634)  loss_bbox_aux_3: 0.1433 (0.1615)  loss_bbox_aux_4: 0.1445 (0.1609)  loss_bbox_aux_5: 0.2030 (0.2142)  loss_bbox_dn_0: 0.2790 (0.2877)  loss_bbox_dn_1: 0.2047 (0.2185)  loss_bbox_dn_2: 0.1738 (0.1965)  loss_bbox_dn_3: 0.1675 (0.1894)  loss_bbox_dn_4: 0.1648 (0.1879)  loss_bbox_dn_5: 0.1649 (0.1879)  loss_giou: 0.4847 (0.4903)  loss_giou_aux_0: 0.5217 (0.5160)  loss_giou_aux_1: 0.5022 (0.5006)  loss_giou_aux_2: 0.4983 (0.4951)  loss_giou_aux_3: 0.4939 (0.4918)  loss_giou_aux_4: 0.4850 (0.4906)  loss_giou_aux_5: 0.6010 (0.5839)  loss_giou_dn_0: 0.6063 (0.6061)  loss_giou_dn_1: 0.4830 (0.5010)  loss_giou_dn_2: 0.4513 (0.4719)  loss_giou_dn_3: 0.4383 (0.4634)  loss_giou_dn_4: 0.4351 (0.4614)  loss_giou_dn_5: 0.4354 (0.4616)  loss_vfl: 0.6873 (0.6953)  loss_vfl_aux_0: 0.8171 (0.8132)  loss_vfl_aux_1: 0.7617 (0.7586)  loss_vfl_aux_2: 0.7133 (0.7233)  loss_vfl_aux_3: 0.7076 (0.7068)  loss_vfl_aux_4: 0.6958 (0.6985)  loss_vfl_aux_5: 0.7884 (0.7892)  loss_vfl_dn_0: 0.4554 (0.4614)  loss_vfl_dn_1: 0.3921 (0.3976)  loss_vfl_dn_2: 0.3791 (0.3816)  loss_vfl_dn_3: 0.3703 (0.3741)  loss_vfl_dn_4: 0.3665 (0.3714)  loss_vfl_dn_5: 0.3638 (0.3706)  time: 0.4802  data: 0.0146  max mem: 5654
Epoch: [28]  [3400/7393]  eta: 0:32:19  lr: 0.000010  loss: 16.1248 (16.5381)  loss_bbox: 0.1538 (0.1608)  loss_bbox_aux_0: 0.1683 (0.1742)  loss_bbox_aux_1: 0.1566 (0.1658)  loss_bbox_aux_2: 0.1629 (0.1633)  loss_bbox_aux_3: 0.1545 (0.1613)  loss_bbox_aux_4: 0.1523 (0.1607)  loss_bbox_aux_5: 0.2021 (0.2141)  loss_bbox_dn_0: 0.2784 (0.2876)  loss_bbox_dn_1: 0.2014 (0.2184)  loss_bbox_dn_2: 0.1868 (0.1964)  loss_bbox_dn_3: 0.1815 (0.1893)  loss_bbox_dn_4: 0.1803 (0.1878)  loss_bbox_dn_5: 0.1802 (0.1878)  loss_giou: 0.4343 (0.4897)  loss_giou_aux_0: 0.4608 (0.5154)  loss_giou_aux_1: 0.4464 (0.5000)  loss_giou_aux_2: 0.4383 (0.4945)  loss_giou_aux_3: 0.4376 (0.4912)  loss_giou_aux_4: 0.4355 (0.4900)  loss_giou_aux_5: 0.5321 (0.5834)  loss_giou_dn_0: 0.5844 (0.6056)  loss_giou_dn_1: 0.4726 (0.5006)  loss_giou_dn_2: 0.4484 (0.4716)  loss_giou_dn_3: 0.4400 (0.4630)  loss_giou_dn_4: 0.4370 (0.4611)  loss_giou_dn_5: 0.4372 (0.4612)  loss_vfl: 0.6931 (0.6954)  loss_vfl_aux_0: 0.8121 (0.8134)  loss_vfl_aux_1: 0.7712 (0.7589)  loss_vfl_aux_2: 0.7292 (0.7235)  loss_vfl_aux_3: 0.7022 (0.7070)  loss_vfl_aux_4: 0.6989 (0.6987)  loss_vfl_aux_5: 0.8166 (0.7894)  loss_vfl_dn_0: 0.4635 (0.4615)  loss_vfl_dn_1: 0.3998 (0.3976)  loss_vfl_dn_2: 0.3815 (0.3816)  loss_vfl_dn_3: 0.3743 (0.3741)  loss_vfl_dn_4: 0.3726 (0.3714)  loss_vfl_dn_5: 0.3704 (0.3706)  time: 0.4708  data: 0.0138  max mem: 5654
Epoch: [28]  [3500/7393]  eta: 0:31:29  lr: 0.000010  loss: 16.4985 (16.5486)  loss_bbox: 0.1549 (0.1610)  loss_bbox_aux_0: 0.1707 (0.1743)  loss_bbox_aux_1: 0.1640 (0.1660)  loss_bbox_aux_2: 0.1649 (0.1634)  loss_bbox_aux_3: 0.1583 (0.1615)  loss_bbox_aux_4: 0.1564 (0.1609)  loss_bbox_aux_5: 0.2255 (0.2142)  loss_bbox_dn_0: 0.2745 (0.2877)  loss_bbox_dn_1: 0.2090 (0.2185)  loss_bbox_dn_2: 0.1887 (0.1965)  loss_bbox_dn_3: 0.1842 (0.1895)  loss_bbox_dn_4: 0.1852 (0.1879)  loss_bbox_dn_5: 0.1851 (0.1879)  loss_giou: 0.5231 (0.4903)  loss_giou_aux_0: 0.5496 (0.5160)  loss_giou_aux_1: 0.5237 (0.5006)  loss_giou_aux_2: 0.5255 (0.4951)  loss_giou_aux_3: 0.5200 (0.4917)  loss_giou_aux_4: 0.5143 (0.4906)  loss_giou_aux_5: 0.5870 (0.5839)  loss_giou_dn_0: 0.6107 (0.6061)  loss_giou_dn_1: 0.5044 (0.5010)  loss_giou_dn_2: 0.4847 (0.4720)  loss_giou_dn_3: 0.4742 (0.4635)  loss_giou_dn_4: 0.4710 (0.4615)  loss_giou_dn_5: 0.4711 (0.4617)  loss_vfl: 0.6720 (0.6957)  loss_vfl_aux_0: 0.7751 (0.8135)  loss_vfl_aux_1: 0.7724 (0.7591)  loss_vfl_aux_2: 0.6933 (0.7238)  loss_vfl_aux_3: 0.6689 (0.7072)  loss_vfl_aux_4: 0.6684 (0.6989)  loss_vfl_aux_5: 0.7794 (0.7896)  loss_vfl_dn_0: 0.4574 (0.4616)  loss_vfl_dn_1: 0.3960 (0.3977)  loss_vfl_dn_2: 0.3806 (0.3818)  loss_vfl_dn_3: 0.3734 (0.3742)  loss_vfl_dn_4: 0.3719 (0.3715)  loss_vfl_dn_5: 0.3707 (0.3707)  time: 0.4645  data: 0.0142  max mem: 5654
Epoch: [28]  [3600/7393]  eta: 0:30:39  lr: 0.000010  loss: 16.7057 (16.5497)  loss_bbox: 0.1567 (0.1610)  loss_bbox_aux_0: 0.1678 (0.1743)  loss_bbox_aux_1: 0.1584 (0.1660)  loss_bbox_aux_2: 0.1604 (0.1634)  loss_bbox_aux_3: 0.1566 (0.1615)  loss_bbox_aux_4: 0.1547 (0.1609)  loss_bbox_aux_5: 0.2034 (0.2142)  loss_bbox_dn_0: 0.2469 (0.2876)  loss_bbox_dn_1: 0.1906 (0.2184)  loss_bbox_dn_2: 0.1801 (0.1965)  loss_bbox_dn_3: 0.1742 (0.1894)  loss_bbox_dn_4: 0.1730 (0.1879)  loss_bbox_dn_5: 0.1730 (0.1879)  loss_giou: 0.4813 (0.4907)  loss_giou_aux_0: 0.5150 (0.5163)  loss_giou_aux_1: 0.5013 (0.5009)  loss_giou_aux_2: 0.4893 (0.4955)  loss_giou_aux_3: 0.4849 (0.4921)  loss_giou_aux_4: 0.4813 (0.4910)  loss_giou_aux_5: 0.5749 (0.5841)  loss_giou_dn_0: 0.6161 (0.6062)  loss_giou_dn_1: 0.5199 (0.5011)  loss_giou_dn_2: 0.4866 (0.4721)  loss_giou_dn_3: 0.4746 (0.4636)  loss_giou_dn_4: 0.4725 (0.4616)  loss_giou_dn_5: 0.4723 (0.4618)  loss_vfl: 0.7105 (0.6955)  loss_vfl_aux_0: 0.7975 (0.8131)  loss_vfl_aux_1: 0.7439 (0.7589)  loss_vfl_aux_2: 0.7356 (0.7236)  loss_vfl_aux_3: 0.7119 (0.7069)  loss_vfl_aux_4: 0.7018 (0.6987)  loss_vfl_aux_5: 0.7845 (0.7895)  loss_vfl_dn_0: 0.4625 (0.4616)  loss_vfl_dn_1: 0.4003 (0.3977)  loss_vfl_dn_2: 0.3860 (0.3818)  loss_vfl_dn_3: 0.3829 (0.3742)  loss_vfl_dn_4: 0.3804 (0.3715)  loss_vfl_dn_5: 0.3794 (0.3707)  time: 0.4799  data: 0.0140  max mem: 5654
Epoch: [28]  [3700/7393]  eta: 0:29:50  lr: 0.000010  loss: 16.2058 (16.5500)  loss_bbox: 0.1617 (0.1609)  loss_bbox_aux_0: 0.1667 (0.1743)  loss_bbox_aux_1: 0.1581 (0.1659)  loss_bbox_aux_2: 0.1544 (0.1633)  loss_bbox_aux_3: 0.1617 (0.1614)  loss_bbox_aux_4: 0.1606 (0.1608)  loss_bbox_aux_5: 0.2091 (0.2141)  loss_bbox_dn_0: 0.2999 (0.2875)  loss_bbox_dn_1: 0.2252 (0.2184)  loss_bbox_dn_2: 0.2094 (0.1964)  loss_bbox_dn_3: 0.2020 (0.1894)  loss_bbox_dn_4: 0.2002 (0.1879)  loss_bbox_dn_5: 0.2002 (0.1879)  loss_giou: 0.4279 (0.4908)  loss_giou_aux_0: 0.4472 (0.5164)  loss_giou_aux_1: 0.4286 (0.5010)  loss_giou_aux_2: 0.4229 (0.4956)  loss_giou_aux_3: 0.4181 (0.4922)  loss_giou_aux_4: 0.4278 (0.4911)  loss_giou_aux_5: 0.5340 (0.5842)  loss_giou_dn_0: 0.5913 (0.6064)  loss_giou_dn_1: 0.4893 (0.5014)  loss_giou_dn_2: 0.4507 (0.4723)  loss_giou_dn_3: 0.4424 (0.4638)  loss_giou_dn_4: 0.4386 (0.4618)  loss_giou_dn_5: 0.4389 (0.4620)  loss_vfl: 0.6844 (0.6954)  loss_vfl_aux_0: 0.8108 (0.8129)  loss_vfl_aux_1: 0.7545 (0.7588)  loss_vfl_aux_2: 0.7179 (0.7235)  loss_vfl_aux_3: 0.6890 (0.7068)  loss_vfl_aux_4: 0.6842 (0.6986)  loss_vfl_aux_5: 0.7750 (0.7894)  loss_vfl_dn_0: 0.4584 (0.4616)  loss_vfl_dn_1: 0.4002 (0.3977)  loss_vfl_dn_2: 0.3810 (0.3818)  loss_vfl_dn_3: 0.3765 (0.3742)  loss_vfl_dn_4: 0.3741 (0.3715)  loss_vfl_dn_5: 0.3727 (0.3707)  time: 0.4699  data: 0.0140  max mem: 5654
Epoch: [28]  [3800/7393]  eta: 0:29:01  lr: 0.000010  loss: 16.5272 (16.5513)  loss_bbox: 0.1419 (0.1610)  loss_bbox_aux_0: 0.1519 (0.1743)  loss_bbox_aux_1: 0.1486 (0.1659)  loss_bbox_aux_2: 0.1414 (0.1634)  loss_bbox_aux_3: 0.1375 (0.1615)  loss_bbox_aux_4: 0.1419 (0.1609)  loss_bbox_aux_5: 0.1884 (0.2143)  loss_bbox_dn_0: 0.2635 (0.2878)  loss_bbox_dn_1: 0.2091 (0.2186)  loss_bbox_dn_2: 0.1853 (0.1966)  loss_bbox_dn_3: 0.1778 (0.1896)  loss_bbox_dn_4: 0.1737 (0.1881)  loss_bbox_dn_5: 0.1737 (0.1881)  loss_giou: 0.4474 (0.4906)  loss_giou_aux_0: 0.4870 (0.5162)  loss_giou_aux_1: 0.4628 (0.5007)  loss_giou_aux_2: 0.4594 (0.4954)  loss_giou_aux_3: 0.4507 (0.4920)  loss_giou_aux_4: 0.4485 (0.4908)  loss_giou_aux_5: 0.5679 (0.5841)  loss_giou_dn_0: 0.6191 (0.6063)  loss_giou_dn_1: 0.5155 (0.5012)  loss_giou_dn_2: 0.4766 (0.4722)  loss_giou_dn_3: 0.4645 (0.4637)  loss_giou_dn_4: 0.4601 (0.4617)  loss_giou_dn_5: 0.4600 (0.4619)  loss_vfl: 0.7078 (0.6956)  loss_vfl_aux_0: 0.8384 (0.8131)  loss_vfl_aux_1: 0.7810 (0.7591)  loss_vfl_aux_2: 0.7613 (0.7236)  loss_vfl_aux_3: 0.7149 (0.7070)  loss_vfl_aux_4: 0.7072 (0.6988)  loss_vfl_aux_5: 0.8127 (0.7896)  loss_vfl_dn_0: 0.4592 (0.4616)  loss_vfl_dn_1: 0.3998 (0.3977)  loss_vfl_dn_2: 0.3845 (0.3818)  loss_vfl_dn_3: 0.3761 (0.3742)  loss_vfl_dn_4: 0.3722 (0.3715)  loss_vfl_dn_5: 0.3720 (0.3707)  time: 0.4713  data: 0.0140  max mem: 5654
Epoch: [28]  [3900/7393]  eta: 0:28:11  lr: 0.000010  loss: 16.4332 (16.5565)  loss_bbox: 0.1395 (0.1610)  loss_bbox_aux_0: 0.1598 (0.1743)  loss_bbox_aux_1: 0.1545 (0.1660)  loss_bbox_aux_2: 0.1476 (0.1634)  loss_bbox_aux_3: 0.1416 (0.1615)  loss_bbox_aux_4: 0.1425 (0.1609)  loss_bbox_aux_5: 0.2012 (0.2143)  loss_bbox_dn_0: 0.2629 (0.2878)  loss_bbox_dn_1: 0.1947 (0.2186)  loss_bbox_dn_2: 0.1704 (0.1967)  loss_bbox_dn_3: 0.1624 (0.1897)  loss_bbox_dn_4: 0.1611 (0.1882)  loss_bbox_dn_5: 0.1612 (0.1882)  loss_giou: 0.4739 (0.4910)  loss_giou_aux_0: 0.4997 (0.5166)  loss_giou_aux_1: 0.4833 (0.5012)  loss_giou_aux_2: 0.4829 (0.4959)  loss_giou_aux_3: 0.4705 (0.4925)  loss_giou_aux_4: 0.4688 (0.4913)  loss_giou_aux_5: 0.5774 (0.5846)  loss_giou_dn_0: 0.6068 (0.6067)  loss_giou_dn_1: 0.5004 (0.5016)  loss_giou_dn_2: 0.4775 (0.4726)  loss_giou_dn_3: 0.4677 (0.4641)  loss_giou_dn_4: 0.4663 (0.4621)  loss_giou_dn_5: 0.4665 (0.4622)  loss_vfl: 0.7094 (0.6957)  loss_vfl_aux_0: 0.8080 (0.8128)  loss_vfl_aux_1: 0.7733 (0.7589)  loss_vfl_aux_2: 0.7321 (0.7235)  loss_vfl_aux_3: 0.7204 (0.7069)  loss_vfl_aux_4: 0.7157 (0.6988)  loss_vfl_aux_5: 0.7658 (0.7892)  loss_vfl_dn_0: 0.4591 (0.4616)  loss_vfl_dn_1: 0.4027 (0.3978)  loss_vfl_dn_2: 0.3895 (0.3818)  loss_vfl_dn_3: 0.3833 (0.3743)  loss_vfl_dn_4: 0.3801 (0.3716)  loss_vfl_dn_5: 0.3799 (0.3708)  time: 0.4724  data: 0.0140  max mem: 5654
Epoch: [28]  [4000/7393]  eta: 0:27:22  lr: 0.000010  loss: 16.5094 (16.5497)  loss_bbox: 0.1559 (0.1609)  loss_bbox_aux_0: 0.1663 (0.1743)  loss_bbox_aux_1: 0.1572 (0.1659)  loss_bbox_aux_2: 0.1515 (0.1633)  loss_bbox_aux_3: 0.1529 (0.1614)  loss_bbox_aux_4: 0.1485 (0.1608)  loss_bbox_aux_5: 0.2165 (0.2142)  loss_bbox_dn_0: 0.2740 (0.2878)  loss_bbox_dn_1: 0.1987 (0.2185)  loss_bbox_dn_2: 0.1814 (0.1966)  loss_bbox_dn_3: 0.1769 (0.1896)  loss_bbox_dn_4: 0.1768 (0.1881)  loss_bbox_dn_5: 0.1770 (0.1881)  loss_giou: 0.4481 (0.4906)  loss_giou_aux_0: 0.4948 (0.5163)  loss_giou_aux_1: 0.4661 (0.5009)  loss_giou_aux_2: 0.4679 (0.4955)  loss_giou_aux_3: 0.4483 (0.4921)  loss_giou_aux_4: 0.4621 (0.4909)  loss_giou_aux_5: 0.5521 (0.5843)  loss_giou_dn_0: 0.5810 (0.6063)  loss_giou_dn_1: 0.4843 (0.5012)  loss_giou_dn_2: 0.4599 (0.4722)  loss_giou_dn_3: 0.4532 (0.4637)  loss_giou_dn_4: 0.4513 (0.4617)  loss_giou_dn_5: 0.4507 (0.4619)  loss_vfl: 0.6984 (0.6957)  loss_vfl_aux_0: 0.8204 (0.8126)  loss_vfl_aux_1: 0.7593 (0.7588)  loss_vfl_aux_2: 0.7162 (0.7235)  loss_vfl_aux_3: 0.7027 (0.7068)  loss_vfl_aux_4: 0.6907 (0.6988)  loss_vfl_aux_5: 0.7808 (0.7890)  loss_vfl_dn_0: 0.4612 (0.4615)  loss_vfl_dn_1: 0.3947 (0.3977)  loss_vfl_dn_2: 0.3838 (0.3817)  loss_vfl_dn_3: 0.3754 (0.3742)  loss_vfl_dn_4: 0.3755 (0.3715)  loss_vfl_dn_5: 0.3741 (0.3707)  time: 0.4790  data: 0.0141  max mem: 5654
Epoch: [28]  [4100/7393]  eta: 0:26:33  lr: 0.000010  loss: 16.7530 (16.5460)  loss_bbox: 0.1532 (0.1610)  loss_bbox_aux_0: 0.1617 (0.1743)  loss_bbox_aux_1: 0.1626 (0.1660)  loss_bbox_aux_2: 0.1617 (0.1634)  loss_bbox_aux_3: 0.1496 (0.1614)  loss_bbox_aux_4: 0.1548 (0.1609)  loss_bbox_aux_5: 0.2120 (0.2142)  loss_bbox_dn_0: 0.2598 (0.2878)  loss_bbox_dn_1: 0.1905 (0.2186)  loss_bbox_dn_2: 0.1627 (0.1966)  loss_bbox_dn_3: 0.1574 (0.1895)  loss_bbox_dn_4: 0.1567 (0.1881)  loss_bbox_dn_5: 0.1571 (0.1881)  loss_giou: 0.4964 (0.4903)  loss_giou_aux_0: 0.5059 (0.5161)  loss_giou_aux_1: 0.4928 (0.5006)  loss_giou_aux_2: 0.4984 (0.4953)  loss_giou_aux_3: 0.4938 (0.4918)  loss_giou_aux_4: 0.4997 (0.4906)  loss_giou_aux_5: 0.5656 (0.5840)  loss_giou_dn_0: 0.6181 (0.6062)  loss_giou_dn_1: 0.5265 (0.5011)  loss_giou_dn_2: 0.4982 (0.4721)  loss_giou_dn_3: 0.4858 (0.4636)  loss_giou_dn_4: 0.4823 (0.4616)  loss_giou_dn_5: 0.4813 (0.4618)  loss_vfl: 0.7032 (0.6955)  loss_vfl_aux_0: 0.8003 (0.8123)  loss_vfl_aux_1: 0.7525 (0.7585)  loss_vfl_aux_2: 0.7127 (0.7232)  loss_vfl_aux_3: 0.7170 (0.7066)  loss_vfl_aux_4: 0.6960 (0.6985)  loss_vfl_aux_5: 0.7901 (0.7889)  loss_vfl_dn_0: 0.4544 (0.4615)  loss_vfl_dn_1: 0.3996 (0.3977)  loss_vfl_dn_2: 0.3876 (0.3817)  loss_vfl_dn_3: 0.3813 (0.3742)  loss_vfl_dn_4: 0.3789 (0.3715)  loss_vfl_dn_5: 0.3780 (0.3707)  time: 0.4756  data: 0.0139  max mem: 5654
Epoch: [28]  [4200/7393]  eta: 0:25:43  lr: 0.000010  loss: 16.7680 (16.5488)  loss_bbox: 0.1606 (0.1609)  loss_bbox_aux_0: 0.1722 (0.1743)  loss_bbox_aux_1: 0.1598 (0.1660)  loss_bbox_aux_2: 0.1619 (0.1634)  loss_bbox_aux_3: 0.1607 (0.1614)  loss_bbox_aux_4: 0.1590 (0.1609)  loss_bbox_aux_5: 0.2177 (0.2142)  loss_bbox_dn_0: 0.2927 (0.2879)  loss_bbox_dn_1: 0.2178 (0.2187)  loss_bbox_dn_2: 0.1949 (0.1967)  loss_bbox_dn_3: 0.1909 (0.1896)  loss_bbox_dn_4: 0.1889 (0.1881)  loss_bbox_dn_5: 0.1889 (0.1881)  loss_giou: 0.5012 (0.4902)  loss_giou_aux_0: 0.5256 (0.5159)  loss_giou_aux_1: 0.4952 (0.5005)  loss_giou_aux_2: 0.5002 (0.4952)  loss_giou_aux_3: 0.5032 (0.4918)  loss_giou_aux_4: 0.4996 (0.4906)  loss_giou_aux_5: 0.6072 (0.5839)  loss_giou_dn_0: 0.6161 (0.6061)  loss_giou_dn_1: 0.5151 (0.5011)  loss_giou_dn_2: 0.4883 (0.4721)  loss_giou_dn_3: 0.4738 (0.4636)  loss_giou_dn_4: 0.4701 (0.4616)  loss_giou_dn_5: 0.4703 (0.4618)  loss_vfl: 0.7072 (0.6959)  loss_vfl_aux_0: 0.8320 (0.8127)  loss_vfl_aux_1: 0.7482 (0.7589)  loss_vfl_aux_2: 0.7452 (0.7235)  loss_vfl_aux_3: 0.7318 (0.7070)  loss_vfl_aux_4: 0.7155 (0.6989)  loss_vfl_aux_5: 0.8011 (0.7892)  loss_vfl_dn_0: 0.4622 (0.4616)  loss_vfl_dn_1: 0.4023 (0.3978)  loss_vfl_dn_2: 0.3859 (0.3818)  loss_vfl_dn_3: 0.3767 (0.3743)  loss_vfl_dn_4: 0.3759 (0.3716)  loss_vfl_dn_5: 0.3756 (0.3708)  time: 0.4770  data: 0.0138  max mem: 5654
Epoch: [28]  [4300/7393]  eta: 0:24:55  lr: 0.000010  loss: 16.5776 (16.5496)  loss_bbox: 0.1769 (0.1611)  loss_bbox_aux_0: 0.1877 (0.1745)  loss_bbox_aux_1: 0.1807 (0.1661)  loss_bbox_aux_2: 0.1775 (0.1636)  loss_bbox_aux_3: 0.1734 (0.1616)  loss_bbox_aux_4: 0.1784 (0.1610)  loss_bbox_aux_5: 0.2258 (0.2144)  loss_bbox_dn_0: 0.3266 (0.2882)  loss_bbox_dn_1: 0.2543 (0.2189)  loss_bbox_dn_2: 0.2235 (0.1969)  loss_bbox_dn_3: 0.2185 (0.1898)  loss_bbox_dn_4: 0.2178 (0.1883)  loss_bbox_dn_5: 0.2177 (0.1883)  loss_giou: 0.4461 (0.4900)  loss_giou_aux_0: 0.4899 (0.5157)  loss_giou_aux_1: 0.4701 (0.5003)  loss_giou_aux_2: 0.4633 (0.4950)  loss_giou_aux_3: 0.4530 (0.4915)  loss_giou_aux_4: 0.4514 (0.4903)  loss_giou_aux_5: 0.5485 (0.5838)  loss_giou_dn_0: 0.5910 (0.6060)  loss_giou_dn_1: 0.4749 (0.5010)  loss_giou_dn_2: 0.4438 (0.4719)  loss_giou_dn_3: 0.4420 (0.4635)  loss_giou_dn_4: 0.4377 (0.4615)  loss_giou_dn_5: 0.4377 (0.4616)  loss_vfl: 0.7130 (0.6961)  loss_vfl_aux_0: 0.8584 (0.8130)  loss_vfl_aux_1: 0.7758 (0.7591)  loss_vfl_aux_2: 0.7442 (0.7236)  loss_vfl_aux_3: 0.7290 (0.7071)  loss_vfl_aux_4: 0.7137 (0.6991)  loss_vfl_aux_5: 0.8066 (0.7893)  loss_vfl_dn_0: 0.4611 (0.4616)  loss_vfl_dn_1: 0.3935 (0.3978)  loss_vfl_dn_2: 0.3769 (0.3818)  loss_vfl_dn_3: 0.3675 (0.3743)  loss_vfl_dn_4: 0.3645 (0.3715)  loss_vfl_dn_5: 0.3648 (0.3708)  time: 0.4823  data: 0.0140  max mem: 5654
Epoch: [28]  [4400/7393]  eta: 0:24:06  lr: 0.000010  loss: 16.7738 (16.5509)  loss_bbox: 0.1687 (0.1612)  loss_bbox_aux_0: 0.1735 (0.1745)  loss_bbox_aux_1: 0.1670 (0.1662)  loss_bbox_aux_2: 0.1707 (0.1637)  loss_bbox_aux_3: 0.1705 (0.1617)  loss_bbox_aux_4: 0.1693 (0.1611)  loss_bbox_aux_5: 0.2147 (0.2144)  loss_bbox_dn_0: 0.2718 (0.2881)  loss_bbox_dn_1: 0.2048 (0.2189)  loss_bbox_dn_2: 0.1990 (0.1969)  loss_bbox_dn_3: 0.1899 (0.1898)  loss_bbox_dn_4: 0.1882 (0.1883)  loss_bbox_dn_5: 0.1881 (0.1883)  loss_giou: 0.4734 (0.4899)  loss_giou_aux_0: 0.4914 (0.5157)  loss_giou_aux_1: 0.4868 (0.5003)  loss_giou_aux_2: 0.4868 (0.4950)  loss_giou_aux_3: 0.4672 (0.4914)  loss_giou_aux_4: 0.4644 (0.4902)  loss_giou_aux_5: 0.5839 (0.5838)  loss_giou_dn_0: 0.6022 (0.6059)  loss_giou_dn_1: 0.5032 (0.5009)  loss_giou_dn_2: 0.4761 (0.4719)  loss_giou_dn_3: 0.4695 (0.4634)  loss_giou_dn_4: 0.4679 (0.4614)  loss_giou_dn_5: 0.4679 (0.4616)  loss_vfl: 0.7001 (0.6963)  loss_vfl_aux_0: 0.8407 (0.8131)  loss_vfl_aux_1: 0.7413 (0.7592)  loss_vfl_aux_2: 0.7188 (0.7237)  loss_vfl_aux_3: 0.6971 (0.7073)  loss_vfl_aux_4: 0.6966 (0.6993)  loss_vfl_aux_5: 0.7990 (0.7893)  loss_vfl_dn_0: 0.4592 (0.4617)  loss_vfl_dn_1: 0.3909 (0.3978)  loss_vfl_dn_2: 0.3753 (0.3818)  loss_vfl_dn_3: 0.3713 (0.3743)  loss_vfl_dn_4: 0.3692 (0.3716)  loss_vfl_dn_5: 0.3649 (0.3708)  time: 0.4622  data: 0.0139  max mem: 5654
Epoch: [28]  [4500/7393]  eta: 0:23:16  lr: 0.000010  loss: 16.9440 (16.5551)  loss_bbox: 0.1682 (0.1611)  loss_bbox_aux_0: 0.1660 (0.1744)  loss_bbox_aux_1: 0.1595 (0.1661)  loss_bbox_aux_2: 0.1683 (0.1636)  loss_bbox_aux_3: 0.1655 (0.1616)  loss_bbox_aux_4: 0.1665 (0.1610)  loss_bbox_aux_5: 0.2097 (0.2143)  loss_bbox_dn_0: 0.2583 (0.2878)  loss_bbox_dn_1: 0.1916 (0.2187)  loss_bbox_dn_2: 0.1738 (0.1967)  loss_bbox_dn_3: 0.1690 (0.1896)  loss_bbox_dn_4: 0.1673 (0.1881)  loss_bbox_dn_5: 0.1671 (0.1881)  loss_giou: 0.4997 (0.4903)  loss_giou_aux_0: 0.5292 (0.5160)  loss_giou_aux_1: 0.5081 (0.5006)  loss_giou_aux_2: 0.4987 (0.4953)  loss_giou_aux_3: 0.4995 (0.4918)  loss_giou_aux_4: 0.5054 (0.4906)  loss_giou_aux_5: 0.5981 (0.5842)  loss_giou_dn_0: 0.6266 (0.6062)  loss_giou_dn_1: 0.5167 (0.5012)  loss_giou_dn_2: 0.4881 (0.4722)  loss_giou_dn_3: 0.4802 (0.4637)  loss_giou_dn_4: 0.4784 (0.4617)  loss_giou_dn_5: 0.4784 (0.4619)  loss_vfl: 0.6540 (0.6965)  loss_vfl_aux_0: 0.7751 (0.8133)  loss_vfl_aux_1: 0.7113 (0.7594)  loss_vfl_aux_2: 0.6909 (0.7240)  loss_vfl_aux_3: 0.6628 (0.7075)  loss_vfl_aux_4: 0.6553 (0.6995)  loss_vfl_aux_5: 0.7380 (0.7893)  loss_vfl_dn_0: 0.4550 (0.4618)  loss_vfl_dn_1: 0.3962 (0.3979)  loss_vfl_dn_2: 0.3834 (0.3820)  loss_vfl_dn_3: 0.3774 (0.3744)  loss_vfl_dn_4: 0.3759 (0.3717)  loss_vfl_dn_5: 0.3759 (0.3709)  time: 0.4672  data: 0.0136  max mem: 5654
Epoch: [28]  [4600/7393]  eta: 0:22:28  lr: 0.000010  loss: 16.2088 (16.5509)  loss_bbox: 0.1593 (0.1611)  loss_bbox_aux_0: 0.1735 (0.1744)  loss_bbox_aux_1: 0.1646 (0.1661)  loss_bbox_aux_2: 0.1619 (0.1636)  loss_bbox_aux_3: 0.1578 (0.1617)  loss_bbox_aux_4: 0.1591 (0.1611)  loss_bbox_aux_5: 0.2082 (0.2143)  loss_bbox_dn_0: 0.2605 (0.2878)  loss_bbox_dn_1: 0.2006 (0.2187)  loss_bbox_dn_2: 0.1858 (0.1966)  loss_bbox_dn_3: 0.1860 (0.1895)  loss_bbox_dn_4: 0.1862 (0.1881)  loss_bbox_dn_5: 0.1863 (0.1881)  loss_giou: 0.4461 (0.4902)  loss_giou_aux_0: 0.4839 (0.5158)  loss_giou_aux_1: 0.4786 (0.5005)  loss_giou_aux_2: 0.4588 (0.4951)  loss_giou_aux_3: 0.4478 (0.4917)  loss_giou_aux_4: 0.4460 (0.4905)  loss_giou_aux_5: 0.5815 (0.5841)  loss_giou_dn_0: 0.6035 (0.6060)  loss_giou_dn_1: 0.4976 (0.5010)  loss_giou_dn_2: 0.4658 (0.4720)  loss_giou_dn_3: 0.4571 (0.4635)  loss_giou_dn_4: 0.4549 (0.4615)  loss_giou_dn_5: 0.4547 (0.4617)  loss_vfl: 0.7089 (0.6963)  loss_vfl_aux_0: 0.8231 (0.8130)  loss_vfl_aux_1: 0.7387 (0.7591)  loss_vfl_aux_2: 0.7307 (0.7237)  loss_vfl_aux_3: 0.7302 (0.7073)  loss_vfl_aux_4: 0.7064 (0.6994)  loss_vfl_aux_5: 0.7653 (0.7891)  loss_vfl_dn_0: 0.4631 (0.4617)  loss_vfl_dn_1: 0.3939 (0.3979)  loss_vfl_dn_2: 0.3814 (0.3819)  loss_vfl_dn_3: 0.3696 (0.3744)  loss_vfl_dn_4: 0.3671 (0.3716)  loss_vfl_dn_5: 0.3659 (0.3709)  time: 0.4774  data: 0.0142  max mem: 5654
Epoch: [28]  [4700/7393]  eta: 0:21:42  lr: 0.000010  loss: 16.7247 (16.5519)  loss_bbox: 0.1651 (0.1611)  loss_bbox_aux_0: 0.1752 (0.1743)  loss_bbox_aux_1: 0.1677 (0.1660)  loss_bbox_aux_2: 0.1702 (0.1636)  loss_bbox_aux_3: 0.1652 (0.1616)  loss_bbox_aux_4: 0.1648 (0.1610)  loss_bbox_aux_5: 0.2099 (0.2141)  loss_bbox_dn_0: 0.2915 (0.2877)  loss_bbox_dn_1: 0.2223 (0.2186)  loss_bbox_dn_2: 0.1985 (0.1965)  loss_bbox_dn_3: 0.1918 (0.1894)  loss_bbox_dn_4: 0.1895 (0.1880)  loss_bbox_dn_5: 0.1897 (0.1880)  loss_giou: 0.4708 (0.4903)  loss_giou_aux_0: 0.5082 (0.5159)  loss_giou_aux_1: 0.4816 (0.5005)  loss_giou_aux_2: 0.4803 (0.4952)  loss_giou_aux_3: 0.4827 (0.4918)  loss_giou_aux_4: 0.4769 (0.4906)  loss_giou_aux_5: 0.5861 (0.5841)  loss_giou_dn_0: 0.6099 (0.6061)  loss_giou_dn_1: 0.5125 (0.5012)  loss_giou_dn_2: 0.4846 (0.4721)  loss_giou_dn_3: 0.4761 (0.4637)  loss_giou_dn_4: 0.4731 (0.4617)  loss_giou_dn_5: 0.4731 (0.4618)  loss_vfl: 0.7022 (0.6965)  loss_vfl_aux_0: 0.7932 (0.8130)  loss_vfl_aux_1: 0.7462 (0.7592)  loss_vfl_aux_2: 0.7336 (0.7239)  loss_vfl_aux_3: 0.7107 (0.7074)  loss_vfl_aux_4: 0.7125 (0.6995)  loss_vfl_aux_5: 0.7853 (0.7891)  loss_vfl_dn_0: 0.4550 (0.4617)  loss_vfl_dn_1: 0.3978 (0.3979)  loss_vfl_dn_2: 0.3810 (0.3819)  loss_vfl_dn_3: 0.3755 (0.3744)  loss_vfl_dn_4: 0.3737 (0.3717)  loss_vfl_dn_5: 0.3720 (0.3709)  time: 0.4698  data: 0.0137  max mem: 5654
Epoch: [28]  [4800/7393]  eta: 0:20:54  lr: 0.000010  loss: 16.4789 (16.5484)  loss_bbox: 0.1478 (0.1611)  loss_bbox_aux_0: 0.1599 (0.1743)  loss_bbox_aux_1: 0.1573 (0.1660)  loss_bbox_aux_2: 0.1523 (0.1635)  loss_bbox_aux_3: 0.1462 (0.1616)  loss_bbox_aux_4: 0.1479 (0.1611)  loss_bbox_aux_5: 0.1984 (0.2141)  loss_bbox_dn_0: 0.2564 (0.2876)  loss_bbox_dn_1: 0.1947 (0.2185)  loss_bbox_dn_2: 0.1769 (0.1965)  loss_bbox_dn_3: 0.1697 (0.1894)  loss_bbox_dn_4: 0.1660 (0.1879)  loss_bbox_dn_5: 0.1660 (0.1879)  loss_giou: 0.4814 (0.4901)  loss_giou_aux_0: 0.5179 (0.5157)  loss_giou_aux_1: 0.4990 (0.5003)  loss_giou_aux_2: 0.4901 (0.4950)  loss_giou_aux_3: 0.4770 (0.4916)  loss_giou_aux_4: 0.4746 (0.4904)  loss_giou_aux_5: 0.5967 (0.5839)  loss_giou_dn_0: 0.6135 (0.6060)  loss_giou_dn_1: 0.4928 (0.5010)  loss_giou_dn_2: 0.4628 (0.4720)  loss_giou_dn_3: 0.4548 (0.4635)  loss_giou_dn_4: 0.4531 (0.4615)  loss_giou_dn_5: 0.4531 (0.4617)  loss_vfl: 0.6795 (0.6963)  loss_vfl_aux_0: 0.7982 (0.8128)  loss_vfl_aux_1: 0.7307 (0.7591)  loss_vfl_aux_2: 0.7055 (0.7238)  loss_vfl_aux_3: 0.6902 (0.7072)  loss_vfl_aux_4: 0.6803 (0.6993)  loss_vfl_aux_5: 0.7612 (0.7890)  loss_vfl_dn_0: 0.4540 (0.4617)  loss_vfl_dn_1: 0.3896 (0.3979)  loss_vfl_dn_2: 0.3675 (0.3819)  loss_vfl_dn_3: 0.3619 (0.3744)  loss_vfl_dn_4: 0.3602 (0.3717)  loss_vfl_dn_5: 0.3591 (0.3709)  time: 0.4836  data: 0.0143  max mem: 5654
Epoch: [28]  [4900/7393]  eta: 0:20:08  lr: 0.000010  loss: 17.3337 (16.5514)  loss_bbox: 0.1711 (0.1613)  loss_bbox_aux_0: 0.1914 (0.1745)  loss_bbox_aux_1: 0.1807 (0.1663)  loss_bbox_aux_2: 0.1755 (0.1638)  loss_bbox_aux_3: 0.1680 (0.1618)  loss_bbox_aux_4: 0.1721 (0.1613)  loss_bbox_aux_5: 0.2177 (0.2143)  loss_bbox_dn_0: 0.2938 (0.2880)  loss_bbox_dn_1: 0.2334 (0.2188)  loss_bbox_dn_2: 0.2069 (0.1968)  loss_bbox_dn_3: 0.1960 (0.1897)  loss_bbox_dn_4: 0.1948 (0.1882)  loss_bbox_dn_5: 0.1952 (0.1882)  loss_giou: 0.5121 (0.4899)  loss_giou_aux_0: 0.5261 (0.5154)  loss_giou_aux_1: 0.5138 (0.5001)  loss_giou_aux_2: 0.5123 (0.4948)  loss_giou_aux_3: 0.5050 (0.4914)  loss_giou_aux_4: 0.5124 (0.4902)  loss_giou_aux_5: 0.5833 (0.5836)  loss_giou_dn_0: 0.6097 (0.6059)  loss_giou_dn_1: 0.5125 (0.5009)  loss_giou_dn_2: 0.4806 (0.4719)  loss_giou_dn_3: 0.4767 (0.4634)  loss_giou_dn_4: 0.4760 (0.4614)  loss_giou_dn_5: 0.4758 (0.4616)  loss_vfl: 0.7211 (0.6966)  loss_vfl_aux_0: 0.8422 (0.8130)  loss_vfl_aux_1: 0.7717 (0.7593)  loss_vfl_aux_2: 0.7417 (0.7240)  loss_vfl_aux_3: 0.7399 (0.7075)  loss_vfl_aux_4: 0.7200 (0.6996)  loss_vfl_aux_5: 0.7983 (0.7892)  loss_vfl_dn_0: 0.4656 (0.4618)  loss_vfl_dn_1: 0.3998 (0.3979)  loss_vfl_dn_2: 0.3849 (0.3820)  loss_vfl_dn_3: 0.3786 (0.3744)  loss_vfl_dn_4: 0.3744 (0.3717)  loss_vfl_dn_5: 0.3763 (0.3709)  time: 0.7545  data: 0.0137  max mem: 5654
Epoch: [28]  [5000/7393]  eta: 0:19:19  lr: 0.000010  loss: 16.5951 (16.5490)  loss_bbox: 0.1451 (0.1613)  loss_bbox_aux_0: 0.1637 (0.1745)  loss_bbox_aux_1: 0.1575 (0.1662)  loss_bbox_aux_2: 0.1665 (0.1638)  loss_bbox_aux_3: 0.1613 (0.1618)  loss_bbox_aux_4: 0.1455 (0.1612)  loss_bbox_aux_5: 0.2073 (0.2143)  loss_bbox_dn_0: 0.2856 (0.2879)  loss_bbox_dn_1: 0.2225 (0.2188)  loss_bbox_dn_2: 0.1896 (0.1967)  loss_bbox_dn_3: 0.1772 (0.1897)  loss_bbox_dn_4: 0.1753 (0.1882)  loss_bbox_dn_5: 0.1753 (0.1882)  loss_giou: 0.5006 (0.4897)  loss_giou_aux_0: 0.5272 (0.5152)  loss_giou_aux_1: 0.5064 (0.4999)  loss_giou_aux_2: 0.4982 (0.4946)  loss_giou_aux_3: 0.4953 (0.4911)  loss_giou_aux_4: 0.5000 (0.4900)  loss_giou_aux_5: 0.6152 (0.5834)  loss_giou_dn_0: 0.5975 (0.6058)  loss_giou_dn_1: 0.4988 (0.5008)  loss_giou_dn_2: 0.4694 (0.4718)  loss_giou_dn_3: 0.4576 (0.4633)  loss_giou_dn_4: 0.4546 (0.4613)  loss_giou_dn_5: 0.4550 (0.4615)  loss_vfl: 0.7087 (0.6967)  loss_vfl_aux_0: 0.8287 (0.8130)  loss_vfl_aux_1: 0.7599 (0.7593)  loss_vfl_aux_2: 0.7188 (0.7240)  loss_vfl_aux_3: 0.7159 (0.7076)  loss_vfl_aux_4: 0.7219 (0.6997)  loss_vfl_aux_5: 0.8045 (0.7892)  loss_vfl_dn_0: 0.4614 (0.4617)  loss_vfl_dn_1: 0.3949 (0.3979)  loss_vfl_dn_2: 0.3801 (0.3820)  loss_vfl_dn_3: 0.3726 (0.3744)  loss_vfl_dn_4: 0.3683 (0.3717)  loss_vfl_dn_5: 0.3679 (0.3709)  time: 0.4682  data: 0.0139  max mem: 5654
Epoch: [28]  [5100/7393]  eta: 0:18:30  lr: 0.000010  loss: 16.9915 (16.5484)  loss_bbox: 0.1517 (0.1613)  loss_bbox_aux_0: 0.1756 (0.1745)  loss_bbox_aux_1: 0.1668 (0.1663)  loss_bbox_aux_2: 0.1532 (0.1638)  loss_bbox_aux_3: 0.1532 (0.1618)  loss_bbox_aux_4: 0.1500 (0.1612)  loss_bbox_aux_5: 0.2135 (0.2143)  loss_bbox_dn_0: 0.2689 (0.2880)  loss_bbox_dn_1: 0.2093 (0.2188)  loss_bbox_dn_2: 0.2011 (0.1967)  loss_bbox_dn_3: 0.1973 (0.1897)  loss_bbox_dn_4: 0.1974 (0.1882)  loss_bbox_dn_5: 0.1975 (0.1882)  loss_giou: 0.4991 (0.4895)  loss_giou_aux_0: 0.5252 (0.5150)  loss_giou_aux_1: 0.5160 (0.4998)  loss_giou_aux_2: 0.5150 (0.4945)  loss_giou_aux_3: 0.4991 (0.4910)  loss_giou_aux_4: 0.5017 (0.4899)  loss_giou_aux_5: 0.5951 (0.5833)  loss_giou_dn_0: 0.6237 (0.6057)  loss_giou_dn_1: 0.5263 (0.5007)  loss_giou_dn_2: 0.5003 (0.4717)  loss_giou_dn_3: 0.4874 (0.4632)  loss_giou_dn_4: 0.4836 (0.4612)  loss_giou_dn_5: 0.4839 (0.4614)  loss_vfl: 0.6826 (0.6967)  loss_vfl_aux_0: 0.8070 (0.8131)  loss_vfl_aux_1: 0.7533 (0.7593)  loss_vfl_aux_2: 0.7083 (0.7241)  loss_vfl_aux_3: 0.6944 (0.7077)  loss_vfl_aux_4: 0.6942 (0.6998)  loss_vfl_aux_5: 0.7704 (0.7893)  loss_vfl_dn_0: 0.4614 (0.4617)  loss_vfl_dn_1: 0.4000 (0.3979)  loss_vfl_dn_2: 0.3877 (0.3819)  loss_vfl_dn_3: 0.3757 (0.3744)  loss_vfl_dn_4: 0.3711 (0.3717)  loss_vfl_dn_5: 0.3721 (0.3709)  time: 0.4720  data: 0.0149  max mem: 5654
Epoch: [28]  [5200/7393]  eta: 0:17:41  lr: 0.000010  loss: 16.2570 (16.5487)  loss_bbox: 0.1563 (0.1612)  loss_bbox_aux_0: 0.1664 (0.1744)  loss_bbox_aux_1: 0.1540 (0.1662)  loss_bbox_aux_2: 0.1411 (0.1637)  loss_bbox_aux_3: 0.1570 (0.1617)  loss_bbox_aux_4: 0.1520 (0.1612)  loss_bbox_aux_5: 0.2058 (0.2142)  loss_bbox_dn_0: 0.2530 (0.2879)  loss_bbox_dn_1: 0.1978 (0.2187)  loss_bbox_dn_2: 0.1791 (0.1966)  loss_bbox_dn_3: 0.1722 (0.1895)  loss_bbox_dn_4: 0.1692 (0.1880)  loss_bbox_dn_5: 0.1691 (0.1880)  loss_giou: 0.4716 (0.4897)  loss_giou_aux_0: 0.4972 (0.5152)  loss_giou_aux_1: 0.4810 (0.5000)  loss_giou_aux_2: 0.4765 (0.4947)  loss_giou_aux_3: 0.4734 (0.4912)  loss_giou_aux_4: 0.4718 (0.4900)  loss_giou_aux_5: 0.5733 (0.5835)  loss_giou_dn_0: 0.6071 (0.6059)  loss_giou_dn_1: 0.5120 (0.5009)  loss_giou_dn_2: 0.4758 (0.4718)  loss_giou_dn_3: 0.4684 (0.4634)  loss_giou_dn_4: 0.4678 (0.4614)  loss_giou_dn_5: 0.4678 (0.4615)  loss_vfl: 0.6771 (0.6966)  loss_vfl_aux_0: 0.8123 (0.8132)  loss_vfl_aux_1: 0.7302 (0.7591)  loss_vfl_aux_2: 0.7169 (0.7240)  loss_vfl_aux_3: 0.6904 (0.7076)  loss_vfl_aux_4: 0.6797 (0.6996)  loss_vfl_aux_5: 0.7789 (0.7893)  loss_vfl_dn_0: 0.4605 (0.4617)  loss_vfl_dn_1: 0.3945 (0.3979)  loss_vfl_dn_2: 0.3803 (0.3820)  loss_vfl_dn_3: 0.3716 (0.3744)  loss_vfl_dn_4: 0.3715 (0.3717)  loss_vfl_dn_5: 0.3723 (0.3709)  time: 0.4761  data: 0.0136  max mem: 5654
Epoch: [28]  [5300/7393]  eta: 0:16:52  lr: 0.000010  loss: 17.2235 (16.5499)  loss_bbox: 0.1629 (0.1612)  loss_bbox_aux_0: 0.1824 (0.1744)  loss_bbox_aux_1: 0.1734 (0.1662)  loss_bbox_aux_2: 0.1693 (0.1638)  loss_bbox_aux_3: 0.1642 (0.1617)  loss_bbox_aux_4: 0.1629 (0.1611)  loss_bbox_aux_5: 0.2215 (0.2142)  loss_bbox_dn_0: 0.3130 (0.2878)  loss_bbox_dn_1: 0.2115 (0.2186)  loss_bbox_dn_2: 0.1997 (0.1965)  loss_bbox_dn_3: 0.1911 (0.1895)  loss_bbox_dn_4: 0.1892 (0.1880)  loss_bbox_dn_5: 0.1893 (0.1880)  loss_giou: 0.4871 (0.4899)  loss_giou_aux_0: 0.5135 (0.5153)  loss_giou_aux_1: 0.4875 (0.5002)  loss_giou_aux_2: 0.4808 (0.4949)  loss_giou_aux_3: 0.4952 (0.4914)  loss_giou_aux_4: 0.4871 (0.4902)  loss_giou_aux_5: 0.5788 (0.5837)  loss_giou_dn_0: 0.6024 (0.6059)  loss_giou_dn_1: 0.5084 (0.5009)  loss_giou_dn_2: 0.4870 (0.4718)  loss_giou_dn_3: 0.4817 (0.4634)  loss_giou_dn_4: 0.4782 (0.4614)  loss_giou_dn_5: 0.4782 (0.4615)  loss_vfl: 0.7085 (0.6968)  loss_vfl_aux_0: 0.8172 (0.8132)  loss_vfl_aux_1: 0.7755 (0.7591)  loss_vfl_aux_2: 0.7421 (0.7240)  loss_vfl_aux_3: 0.7295 (0.7077)  loss_vfl_aux_4: 0.7078 (0.6998)  loss_vfl_aux_5: 0.8245 (0.7894)  loss_vfl_dn_0: 0.4648 (0.4617)  loss_vfl_dn_1: 0.4071 (0.3979)  loss_vfl_dn_2: 0.3852 (0.3819)  loss_vfl_dn_3: 0.3777 (0.3744)  loss_vfl_dn_4: 0.3757 (0.3716)  loss_vfl_dn_5: 0.3733 (0.3709)  time: 0.4722  data: 0.0137  max mem: 5654
Epoch: [28]  [5400/7393]  eta: 0:16:05  lr: 0.000010  loss: 16.7768 (16.5488)  loss_bbox: 0.1705 (0.1613)  loss_bbox_aux_0: 0.1699 (0.1744)  loss_bbox_aux_1: 0.1665 (0.1663)  loss_bbox_aux_2: 0.1640 (0.1638)  loss_bbox_aux_3: 0.1615 (0.1618)  loss_bbox_aux_4: 0.1691 (0.1612)  loss_bbox_aux_5: 0.2117 (0.2142)  loss_bbox_dn_0: 0.2852 (0.2878)  loss_bbox_dn_1: 0.2073 (0.2186)  loss_bbox_dn_2: 0.1899 (0.1965)  loss_bbox_dn_3: 0.1808 (0.1894)  loss_bbox_dn_4: 0.1792 (0.1880)  loss_bbox_dn_5: 0.1792 (0.1880)  loss_giou: 0.4652 (0.4900)  loss_giou_aux_0: 0.4988 (0.5154)  loss_giou_aux_1: 0.4933 (0.5002)  loss_giou_aux_2: 0.4725 (0.4950)  loss_giou_aux_3: 0.4752 (0.4915)  loss_giou_aux_4: 0.4688 (0.4903)  loss_giou_aux_5: 0.5601 (0.5837)  loss_giou_dn_0: 0.6101 (0.6058)  loss_giou_dn_1: 0.5032 (0.5008)  loss_giou_dn_2: 0.4810 (0.4718)  loss_giou_dn_3: 0.4682 (0.4633)  loss_giou_dn_4: 0.4646 (0.4614)  loss_giou_dn_5: 0.4646 (0.4615)  loss_vfl: 0.6790 (0.6966)  loss_vfl_aux_0: 0.7737 (0.8129)  loss_vfl_aux_1: 0.7148 (0.7589)  loss_vfl_aux_2: 0.7018 (0.7238)  loss_vfl_aux_3: 0.6766 (0.7075)  loss_vfl_aux_4: 0.6859 (0.6997)  loss_vfl_aux_5: 0.7785 (0.7893)  loss_vfl_dn_0: 0.4596 (0.4617)  loss_vfl_dn_1: 0.3958 (0.3978)  loss_vfl_dn_2: 0.3807 (0.3819)  loss_vfl_dn_3: 0.3737 (0.3744)  loss_vfl_dn_4: 0.3719 (0.3716)  loss_vfl_dn_5: 0.3729 (0.3708)  time: 0.7235  data: 0.0135  max mem: 5654
Epoch: [28]  [5500/7393]  eta: 0:15:16  lr: 0.000010  loss: 16.5054 (16.5475)  loss_bbox: 0.1554 (0.1612)  loss_bbox_aux_0: 0.1697 (0.1744)  loss_bbox_aux_1: 0.1614 (0.1663)  loss_bbox_aux_2: 0.1589 (0.1638)  loss_bbox_aux_3: 0.1592 (0.1618)  loss_bbox_aux_4: 0.1544 (0.1612)  loss_bbox_aux_5: 0.2063 (0.2142)  loss_bbox_dn_0: 0.2950 (0.2878)  loss_bbox_dn_1: 0.2217 (0.2186)  loss_bbox_dn_2: 0.1932 (0.1965)  loss_bbox_dn_3: 0.1868 (0.1894)  loss_bbox_dn_4: 0.1862 (0.1880)  loss_bbox_dn_5: 0.1862 (0.1880)  loss_giou: 0.4679 (0.4898)  loss_giou_aux_0: 0.5105 (0.5153)  loss_giou_aux_1: 0.4811 (0.5001)  loss_giou_aux_2: 0.4720 (0.4949)  loss_giou_aux_3: 0.4752 (0.4914)  loss_giou_aux_4: 0.4641 (0.4902)  loss_giou_aux_5: 0.5799 (0.5836)  loss_giou_dn_0: 0.6130 (0.6058)  loss_giou_dn_1: 0.5051 (0.5008)  loss_giou_dn_2: 0.4738 (0.4717)  loss_giou_dn_3: 0.4600 (0.4633)  loss_giou_dn_4: 0.4570 (0.4613)  loss_giou_dn_5: 0.4571 (0.4614)  loss_vfl: 0.6950 (0.6966)  loss_vfl_aux_0: 0.8066 (0.8129)  loss_vfl_aux_1: 0.7451 (0.7589)  loss_vfl_aux_2: 0.7084 (0.7238)  loss_vfl_aux_3: 0.7074 (0.7075)  loss_vfl_aux_4: 0.6919 (0.6997)  loss_vfl_aux_5: 0.7740 (0.7894)  loss_vfl_dn_0: 0.4595 (0.4617)  loss_vfl_dn_1: 0.3992 (0.3978)  loss_vfl_dn_2: 0.3841 (0.3819)  loss_vfl_dn_3: 0.3768 (0.3744)  loss_vfl_dn_4: 0.3735 (0.3716)  loss_vfl_dn_5: 0.3710 (0.3708)  time: 0.4628  data: 0.0138  max mem: 5654
Epoch: [28]  [5600/7393]  eta: 0:14:27  lr: 0.000010  loss: 16.0121 (16.5483)  loss_bbox: 0.1450 (0.1612)  loss_bbox_aux_0: 0.1597 (0.1744)  loss_bbox_aux_1: 0.1601 (0.1663)  loss_bbox_aux_2: 0.1548 (0.1638)  loss_bbox_aux_3: 0.1516 (0.1618)  loss_bbox_aux_4: 0.1451 (0.1612)  loss_bbox_aux_5: 0.2049 (0.2142)  loss_bbox_dn_0: 0.2712 (0.2879)  loss_bbox_dn_1: 0.2097 (0.2187)  loss_bbox_dn_2: 0.1825 (0.1966)  loss_bbox_dn_3: 0.1680 (0.1895)  loss_bbox_dn_4: 0.1702 (0.1880)  loss_bbox_dn_5: 0.1701 (0.1880)  loss_giou: 0.4594 (0.4898)  loss_giou_aux_0: 0.4763 (0.5152)  loss_giou_aux_1: 0.4641 (0.5001)  loss_giou_aux_2: 0.4568 (0.4948)  loss_giou_aux_3: 0.4583 (0.4913)  loss_giou_aux_4: 0.4583 (0.4901)  loss_giou_aux_5: 0.5498 (0.5835)  loss_giou_dn_0: 0.5781 (0.6059)  loss_giou_dn_1: 0.4828 (0.5008)  loss_giou_dn_2: 0.4514 (0.4718)  loss_giou_dn_3: 0.4390 (0.4633)  loss_giou_dn_4: 0.4383 (0.4613)  loss_giou_dn_5: 0.4384 (0.4615)  loss_vfl: 0.6916 (0.6967)  loss_vfl_aux_0: 0.8058 (0.8129)  loss_vfl_aux_1: 0.7395 (0.7589)  loss_vfl_aux_2: 0.7176 (0.7239)  loss_vfl_aux_3: 0.6901 (0.7075)  loss_vfl_aux_4: 0.6959 (0.6997)  loss_vfl_aux_5: 0.8013 (0.7895)  loss_vfl_dn_0: 0.4565 (0.4617)  loss_vfl_dn_1: 0.3937 (0.3978)  loss_vfl_dn_2: 0.3789 (0.3819)  loss_vfl_dn_3: 0.3720 (0.3744)  loss_vfl_dn_4: 0.3682 (0.3716)  loss_vfl_dn_5: 0.3675 (0.3709)  time: 0.4698  data: 0.0135  max mem: 5654
Epoch: [28]  [5700/7393]  eta: 0:13:38  lr: 0.000010  loss: 16.4962 (16.5522)  loss_bbox: 0.1581 (0.1614)  loss_bbox_aux_0: 0.1781 (0.1745)  loss_bbox_aux_1: 0.1606 (0.1664)  loss_bbox_aux_2: 0.1609 (0.1639)  loss_bbox_aux_3: 0.1570 (0.1619)  loss_bbox_aux_4: 0.1567 (0.1613)  loss_bbox_aux_5: 0.2147 (0.2143)  loss_bbox_dn_0: 0.2557 (0.2880)  loss_bbox_dn_1: 0.1876 (0.2187)  loss_bbox_dn_2: 0.1696 (0.1966)  loss_bbox_dn_3: 0.1651 (0.1895)  loss_bbox_dn_4: 0.1640 (0.1880)  loss_bbox_dn_5: 0.1640 (0.1880)  loss_giou: 0.4390 (0.4900)  loss_giou_aux_0: 0.4557 (0.5154)  loss_giou_aux_1: 0.4386 (0.5002)  loss_giou_aux_2: 0.4449 (0.4949)  loss_giou_aux_3: 0.4342 (0.4915)  loss_giou_aux_4: 0.4381 (0.4903)  loss_giou_aux_5: 0.5353 (0.5837)  loss_giou_dn_0: 0.6020 (0.6060)  loss_giou_dn_1: 0.5009 (0.5009)  loss_giou_dn_2: 0.4681 (0.4719)  loss_giou_dn_3: 0.4615 (0.4634)  loss_giou_dn_4: 0.4606 (0.4614)  loss_giou_dn_5: 0.4606 (0.4616)  loss_vfl: 0.6850 (0.6968)  loss_vfl_aux_0: 0.8120 (0.8130)  loss_vfl_aux_1: 0.7340 (0.7589)  loss_vfl_aux_2: 0.7082 (0.7240)  loss_vfl_aux_3: 0.7126 (0.7077)  loss_vfl_aux_4: 0.6945 (0.7000)  loss_vfl_aux_5: 0.7909 (0.7895)  loss_vfl_dn_0: 0.4597 (0.4617)  loss_vfl_dn_1: 0.4013 (0.3979)  loss_vfl_dn_2: 0.3844 (0.3820)  loss_vfl_dn_3: 0.3805 (0.3744)  loss_vfl_dn_4: 0.3768 (0.3717)  loss_vfl_dn_5: 0.3757 (0.3709)  time: 0.4548  data: 0.0142  max mem: 5654
Epoch: [28]  [5800/7393]  eta: 0:12:51  lr: 0.000010  loss: 16.1666 (16.5511)  loss_bbox: 0.1551 (0.1613)  loss_bbox_aux_0: 0.1593 (0.1745)  loss_bbox_aux_1: 0.1536 (0.1664)  loss_bbox_aux_2: 0.1448 (0.1639)  loss_bbox_aux_3: 0.1555 (0.1618)  loss_bbox_aux_4: 0.1373 (0.1613)  loss_bbox_aux_5: 0.2111 (0.2143)  loss_bbox_dn_0: 0.2899 (0.2880)  loss_bbox_dn_1: 0.2168 (0.2187)  loss_bbox_dn_2: 0.1819 (0.1966)  loss_bbox_dn_3: 0.1724 (0.1895)  loss_bbox_dn_4: 0.1731 (0.1880)  loss_bbox_dn_5: 0.1732 (0.1880)  loss_giou: 0.5318 (0.4899)  loss_giou_aux_0: 0.5565 (0.5154)  loss_giou_aux_1: 0.5362 (0.5002)  loss_giou_aux_2: 0.5325 (0.4949)  loss_giou_aux_3: 0.5306 (0.4914)  loss_giou_aux_4: 0.5346 (0.4902)  loss_giou_aux_5: 0.6293 (0.5836)  loss_giou_dn_0: 0.6183 (0.6059)  loss_giou_dn_1: 0.5155 (0.5008)  loss_giou_dn_2: 0.4902 (0.4718)  loss_giou_dn_3: 0.4835 (0.4633)  loss_giou_dn_4: 0.4805 (0.4613)  loss_giou_dn_5: 0.4805 (0.4615)  loss_vfl: 0.6653 (0.6968)  loss_vfl_aux_0: 0.8023 (0.8130)  loss_vfl_aux_1: 0.7362 (0.7589)  loss_vfl_aux_2: 0.6949 (0.7241)  loss_vfl_aux_3: 0.6709 (0.7077)  loss_vfl_aux_4: 0.6754 (0.7000)  loss_vfl_aux_5: 0.7854 (0.7896)  loss_vfl_dn_0: 0.4667 (0.4618)  loss_vfl_dn_1: 0.4056 (0.3979)  loss_vfl_dn_2: 0.3846 (0.3820)  loss_vfl_dn_3: 0.3756 (0.3744)  loss_vfl_dn_4: 0.3737 (0.3717)  loss_vfl_dn_5: 0.3720 (0.3709)  time: 0.4760  data: 0.0142  max mem: 5654
Epoch: [28]  [5900/7393]  eta: 0:12:02  lr: 0.000010  loss: 16.2409 (16.5499)  loss_bbox: 0.1608 (0.1613)  loss_bbox_aux_0: 0.1765 (0.1745)  loss_bbox_aux_1: 0.1645 (0.1664)  loss_bbox_aux_2: 0.1685 (0.1639)  loss_bbox_aux_3: 0.1650 (0.1618)  loss_bbox_aux_4: 0.1606 (0.1613)  loss_bbox_aux_5: 0.2190 (0.2143)  loss_bbox_dn_0: 0.2852 (0.2879)  loss_bbox_dn_1: 0.2084 (0.2187)  loss_bbox_dn_2: 0.1905 (0.1965)  loss_bbox_dn_3: 0.1763 (0.1895)  loss_bbox_dn_4: 0.1764 (0.1880)  loss_bbox_dn_5: 0.1764 (0.1880)  loss_giou: 0.4488 (0.4899)  loss_giou_aux_0: 0.4899 (0.5153)  loss_giou_aux_1: 0.4683 (0.5002)  loss_giou_aux_2: 0.4668 (0.4949)  loss_giou_aux_3: 0.4490 (0.4913)  loss_giou_aux_4: 0.4500 (0.4902)  loss_giou_aux_5: 0.5562 (0.5837)  loss_giou_dn_0: 0.5845 (0.6058)  loss_giou_dn_1: 0.4833 (0.5008)  loss_giou_dn_2: 0.4540 (0.4717)  loss_giou_dn_3: 0.4432 (0.4632)  loss_giou_dn_4: 0.4405 (0.4613)  loss_giou_dn_5: 0.4406 (0.4614)  loss_vfl: 0.6982 (0.6968)  loss_vfl_aux_0: 0.8044 (0.8128)  loss_vfl_aux_1: 0.7364 (0.7588)  loss_vfl_aux_2: 0.7133 (0.7240)  loss_vfl_aux_3: 0.7059 (0.7077)  loss_vfl_aux_4: 0.7050 (0.7000)  loss_vfl_aux_5: 0.7792 (0.7894)  loss_vfl_dn_0: 0.4539 (0.4617)  loss_vfl_dn_1: 0.3973 (0.3979)  loss_vfl_dn_2: 0.3841 (0.3820)  loss_vfl_dn_3: 0.3795 (0.3744)  loss_vfl_dn_4: 0.3794 (0.3717)  loss_vfl_dn_5: 0.3775 (0.3709)  time: 0.4663  data: 0.0143  max mem: 5654
Epoch: [28]  [6000/7393]  eta: 0:11:13  lr: 0.000010  loss: 16.5851 (16.5503)  loss_bbox: 0.1583 (0.1613)  loss_bbox_aux_0: 0.1682 (0.1746)  loss_bbox_aux_1: 0.1564 (0.1664)  loss_bbox_aux_2: 0.1560 (0.1639)  loss_bbox_aux_3: 0.1521 (0.1618)  loss_bbox_aux_4: 0.1576 (0.1613)  loss_bbox_aux_5: 0.2082 (0.2143)  loss_bbox_dn_0: 0.2826 (0.2880)  loss_bbox_dn_1: 0.2079 (0.2187)  loss_bbox_dn_2: 0.1781 (0.1966)  loss_bbox_dn_3: 0.1691 (0.1895)  loss_bbox_dn_4: 0.1688 (0.1881)  loss_bbox_dn_5: 0.1688 (0.1881)  loss_giou: 0.4596 (0.4897)  loss_giou_aux_0: 0.4937 (0.5152)  loss_giou_aux_1: 0.4704 (0.5001)  loss_giou_aux_2: 0.4623 (0.4947)  loss_giou_aux_3: 0.4669 (0.4912)  loss_giou_aux_4: 0.4606 (0.4900)  loss_giou_aux_5: 0.5605 (0.5836)  loss_giou_dn_0: 0.5927 (0.6058)  loss_giou_dn_1: 0.4986 (0.5007)  loss_giou_dn_2: 0.4688 (0.4716)  loss_giou_dn_3: 0.4577 (0.4631)  loss_giou_dn_4: 0.4566 (0.4611)  loss_giou_dn_5: 0.4568 (0.4613)  loss_vfl: 0.6981 (0.6971)  loss_vfl_aux_0: 0.7810 (0.8129)  loss_vfl_aux_1: 0.7578 (0.7590)  loss_vfl_aux_2: 0.7282 (0.7242)  loss_vfl_aux_3: 0.7334 (0.7080)  loss_vfl_aux_4: 0.7103 (0.7003)  loss_vfl_aux_5: 0.7614 (0.7895)  loss_vfl_dn_0: 0.4611 (0.4617)  loss_vfl_dn_1: 0.4011 (0.3979)  loss_vfl_dn_2: 0.3855 (0.3819)  loss_vfl_dn_3: 0.3767 (0.3744)  loss_vfl_dn_4: 0.3734 (0.3717)  loss_vfl_dn_5: 0.3723 (0.3709)  time: 0.4664  data: 0.0139  max mem: 5654
Epoch: [28]  [6100/7393]  eta: 0:10:25  lr: 0.000010  loss: 15.9188 (16.5471)  loss_bbox: 0.1498 (0.1613)  loss_bbox_aux_0: 0.1593 (0.1745)  loss_bbox_aux_1: 0.1484 (0.1663)  loss_bbox_aux_2: 0.1433 (0.1638)  loss_bbox_aux_3: 0.1424 (0.1618)  loss_bbox_aux_4: 0.1425 (0.1612)  loss_bbox_aux_5: 0.1944 (0.2143)  loss_bbox_dn_0: 0.2492 (0.2880)  loss_bbox_dn_1: 0.1813 (0.2187)  loss_bbox_dn_2: 0.1644 (0.1966)  loss_bbox_dn_3: 0.1565 (0.1895)  loss_bbox_dn_4: 0.1562 (0.1880)  loss_bbox_dn_5: 0.1562 (0.1880)  loss_giou: 0.4501 (0.4896)  loss_giou_aux_0: 0.5070 (0.5153)  loss_giou_aux_1: 0.4683 (0.5001)  loss_giou_aux_2: 0.4514 (0.4947)  loss_giou_aux_3: 0.4523 (0.4911)  loss_giou_aux_4: 0.4476 (0.4899)  loss_giou_aux_5: 0.5650 (0.5835)  loss_giou_dn_0: 0.5927 (0.6057)  loss_giou_dn_1: 0.4702 (0.5006)  loss_giou_dn_2: 0.4473 (0.4716)  loss_giou_dn_3: 0.4348 (0.4631)  loss_giou_dn_4: 0.4319 (0.4611)  loss_giou_dn_5: 0.4321 (0.4613)  loss_vfl: 0.6604 (0.6969)  loss_vfl_aux_0: 0.7366 (0.8126)  loss_vfl_aux_1: 0.6973 (0.7586)  loss_vfl_aux_2: 0.6875 (0.7239)  loss_vfl_aux_3: 0.6741 (0.7078)  loss_vfl_aux_4: 0.6596 (0.7000)  loss_vfl_aux_5: 0.7211 (0.7893)  loss_vfl_dn_0: 0.4582 (0.4617)  loss_vfl_dn_1: 0.3971 (0.3979)  loss_vfl_dn_2: 0.3789 (0.3819)  loss_vfl_dn_3: 0.3710 (0.3744)  loss_vfl_dn_4: 0.3717 (0.3716)  loss_vfl_dn_5: 0.3704 (0.3709)  time: 0.4658  data: 0.0135  max mem: 5654
Epoch: [28]  [6200/7393]  eta: 0:09:36  lr: 0.000010  loss: 16.5192 (16.5487)  loss_bbox: 0.1426 (0.1613)  loss_bbox_aux_0: 0.1641 (0.1746)  loss_bbox_aux_1: 0.1460 (0.1663)  loss_bbox_aux_2: 0.1476 (0.1638)  loss_bbox_aux_3: 0.1465 (0.1618)  loss_bbox_aux_4: 0.1430 (0.1612)  loss_bbox_aux_5: 0.1909 (0.2143)  loss_bbox_dn_0: 0.2555 (0.2881)  loss_bbox_dn_1: 0.1934 (0.2187)  loss_bbox_dn_2: 0.1767 (0.1966)  loss_bbox_dn_3: 0.1695 (0.1895)  loss_bbox_dn_4: 0.1681 (0.1880)  loss_bbox_dn_5: 0.1684 (0.1880)  loss_giou: 0.4518 (0.4897)  loss_giou_aux_0: 0.4905 (0.5154)  loss_giou_aux_1: 0.4669 (0.5002)  loss_giou_aux_2: 0.4483 (0.4948)  loss_giou_aux_3: 0.4574 (0.4912)  loss_giou_aux_4: 0.4475 (0.4900)  loss_giou_aux_5: 0.5647 (0.5836)  loss_giou_dn_0: 0.6016 (0.6058)  loss_giou_dn_1: 0.4877 (0.5007)  loss_giou_dn_2: 0.4522 (0.4716)  loss_giou_dn_3: 0.4430 (0.4632)  loss_giou_dn_4: 0.4410 (0.4612)  loss_giou_dn_5: 0.4408 (0.4613)  loss_vfl: 0.6756 (0.6970)  loss_vfl_aux_0: 0.7594 (0.8126)  loss_vfl_aux_1: 0.7102 (0.7586)  loss_vfl_aux_2: 0.6904 (0.7239)  loss_vfl_aux_3: 0.6738 (0.7078)  loss_vfl_aux_4: 0.6808 (0.7001)  loss_vfl_aux_5: 0.7663 (0.7893)  loss_vfl_dn_0: 0.4607 (0.4617)  loss_vfl_dn_1: 0.3988 (0.3978)  loss_vfl_dn_2: 0.3785 (0.3819)  loss_vfl_dn_3: 0.3711 (0.3744)  loss_vfl_dn_4: 0.3694 (0.3716)  loss_vfl_dn_5: 0.3678 (0.3708)  time: 0.4689  data: 0.0135  max mem: 5654
Epoch: [28]  [6300/7393]  eta: 0:08:47  lr: 0.000010  loss: 16.6152 (16.5496)  loss_bbox: 0.1425 (0.1612)  loss_bbox_aux_0: 0.1599 (0.1746)  loss_bbox_aux_1: 0.1509 (0.1663)  loss_bbox_aux_2: 0.1393 (0.1638)  loss_bbox_aux_3: 0.1425 (0.1617)  loss_bbox_aux_4: 0.1432 (0.1612)  loss_bbox_aux_5: 0.1831 (0.2143)  loss_bbox_dn_0: 0.2309 (0.2879)  loss_bbox_dn_1: 0.1846 (0.2186)  loss_bbox_dn_2: 0.1611 (0.1964)  loss_bbox_dn_3: 0.1500 (0.1894)  loss_bbox_dn_4: 0.1462 (0.1879)  loss_bbox_dn_5: 0.1463 (0.1879)  loss_giou: 0.5367 (0.4900)  loss_giou_aux_0: 0.5549 (0.5157)  loss_giou_aux_1: 0.5462 (0.5005)  loss_giou_aux_2: 0.5433 (0.4951)  loss_giou_aux_3: 0.5384 (0.4915)  loss_giou_aux_4: 0.5370 (0.4903)  loss_giou_aux_5: 0.5904 (0.5839)  loss_giou_dn_0: 0.6281 (0.6060)  loss_giou_dn_1: 0.5089 (0.5009)  loss_giou_dn_2: 0.4648 (0.4718)  loss_giou_dn_3: 0.4568 (0.4633)  loss_giou_dn_4: 0.4540 (0.4613)  loss_giou_dn_5: 0.4540 (0.4615)  loss_vfl: 0.6804 (0.6969)  loss_vfl_aux_0: 0.7968 (0.8124)  loss_vfl_aux_1: 0.7470 (0.7584)  loss_vfl_aux_2: 0.7081 (0.7238)  loss_vfl_aux_3: 0.6821 (0.7077)  loss_vfl_aux_4: 0.6660 (0.7000)  loss_vfl_aux_5: 0.7587 (0.7891)  loss_vfl_dn_0: 0.4561 (0.4617)  loss_vfl_dn_1: 0.4012 (0.3978)  loss_vfl_dn_2: 0.3780 (0.3819)  loss_vfl_dn_3: 0.3689 (0.3744)  loss_vfl_dn_4: 0.3640 (0.3716)  loss_vfl_dn_5: 0.3629 (0.3708)  time: 0.4698  data: 0.0133  max mem: 5654
Epoch: [28]  [6400/7393]  eta: 0:07:59  lr: 0.000010  loss: 16.9696 (16.5514)  loss_bbox: 0.1657 (0.1612)  loss_bbox_aux_0: 0.1684 (0.1745)  loss_bbox_aux_1: 0.1638 (0.1663)  loss_bbox_aux_2: 0.1603 (0.1638)  loss_bbox_aux_3: 0.1618 (0.1617)  loss_bbox_aux_4: 0.1639 (0.1612)  loss_bbox_aux_5: 0.2010 (0.2142)  loss_bbox_dn_0: 0.2476 (0.2878)  loss_bbox_dn_1: 0.1962 (0.2185)  loss_bbox_dn_2: 0.1797 (0.1964)  loss_bbox_dn_3: 0.1775 (0.1893)  loss_bbox_dn_4: 0.1763 (0.1878)  loss_bbox_dn_5: 0.1773 (0.1878)  loss_giou: 0.5121 (0.4903)  loss_giou_aux_0: 0.5405 (0.5159)  loss_giou_aux_1: 0.5191 (0.5007)  loss_giou_aux_2: 0.5074 (0.4953)  loss_giou_aux_3: 0.5092 (0.4917)  loss_giou_aux_4: 0.5118 (0.4906)  loss_giou_aux_5: 0.6072 (0.5841)  loss_giou_dn_0: 0.6300 (0.6062)  loss_giou_dn_1: 0.5261 (0.5011)  loss_giou_dn_2: 0.4935 (0.4720)  loss_giou_dn_3: 0.4860 (0.4635)  loss_giou_dn_4: 0.4835 (0.4615)  loss_giou_dn_5: 0.4837 (0.4617)  loss_vfl: 0.6831 (0.6969)  loss_vfl_aux_0: 0.7969 (0.8124)  loss_vfl_aux_1: 0.7572 (0.7583)  loss_vfl_aux_2: 0.7258 (0.7237)  loss_vfl_aux_3: 0.6966 (0.7078)  loss_vfl_aux_4: 0.6905 (0.7000)  loss_vfl_aux_5: 0.7681 (0.7890)  loss_vfl_dn_0: 0.4587 (0.4617)  loss_vfl_dn_1: 0.3981 (0.3979)  loss_vfl_dn_2: 0.3850 (0.3819)  loss_vfl_dn_3: 0.3768 (0.3744)  loss_vfl_dn_4: 0.3736 (0.3716)  loss_vfl_dn_5: 0.3743 (0.3709)  time: 0.4667  data: 0.0141  max mem: 5654
Epoch: [28]  [6500/7393]  eta: 0:07:10  lr: 0.000010  loss: 16.4387 (16.5508)  loss_bbox: 0.1581 (0.1613)  loss_bbox_aux_0: 0.1770 (0.1746)  loss_bbox_aux_1: 0.1643 (0.1664)  loss_bbox_aux_2: 0.1583 (0.1639)  loss_bbox_aux_3: 0.1556 (0.1618)  loss_bbox_aux_4: 0.1607 (0.1613)  loss_bbox_aux_5: 0.2247 (0.2142)  loss_bbox_dn_0: 0.3074 (0.2879)  loss_bbox_dn_1: 0.2434 (0.2186)  loss_bbox_dn_2: 0.2087 (0.1965)  loss_bbox_dn_3: 0.1963 (0.1894)  loss_bbox_dn_4: 0.1934 (0.1879)  loss_bbox_dn_5: 0.1933 (0.1879)  loss_giou: 0.4247 (0.4900)  loss_giou_aux_0: 0.4358 (0.5157)  loss_giou_aux_1: 0.4186 (0.5005)  loss_giou_aux_2: 0.4223 (0.4951)  loss_giou_aux_3: 0.4175 (0.4914)  loss_giou_aux_4: 0.4215 (0.4903)  loss_giou_aux_5: 0.5011 (0.5839)  loss_giou_dn_0: 0.5499 (0.6060)  loss_giou_dn_1: 0.4385 (0.5009)  loss_giou_dn_2: 0.4143 (0.4718)  loss_giou_dn_3: 0.4055 (0.4634)  loss_giou_dn_4: 0.4035 (0.4614)  loss_giou_dn_5: 0.4036 (0.4615)  loss_vfl: 0.6931 (0.6970)  loss_vfl_aux_0: 0.8070 (0.8125)  loss_vfl_aux_1: 0.7669 (0.7583)  loss_vfl_aux_2: 0.7172 (0.7238)  loss_vfl_aux_3: 0.6999 (0.7078)  loss_vfl_aux_4: 0.6957 (0.7001)  loss_vfl_aux_5: 0.8097 (0.7892)  loss_vfl_dn_0: 0.4645 (0.4617)  loss_vfl_dn_1: 0.3937 (0.3978)  loss_vfl_dn_2: 0.3736 (0.3819)  loss_vfl_dn_3: 0.3654 (0.3744)  loss_vfl_dn_4: 0.3623 (0.3716)  loss_vfl_dn_5: 0.3608 (0.3708)  time: 0.4763  data: 0.0135  max mem: 5654
Epoch: [28]  [6600/7393]  eta: 0:06:22  lr: 0.000010  loss: 16.6378 (16.5512)  loss_bbox: 0.1613 (0.1612)  loss_bbox_aux_0: 0.1696 (0.1745)  loss_bbox_aux_1: 0.1626 (0.1663)  loss_bbox_aux_2: 0.1690 (0.1638)  loss_bbox_aux_3: 0.1660 (0.1617)  loss_bbox_aux_4: 0.1582 (0.1612)  loss_bbox_aux_5: 0.1999 (0.2142)  loss_bbox_dn_0: 0.2789 (0.2878)  loss_bbox_dn_1: 0.2028 (0.2186)  loss_bbox_dn_2: 0.1874 (0.1965)  loss_bbox_dn_3: 0.1810 (0.1894)  loss_bbox_dn_4: 0.1809 (0.1879)  loss_bbox_dn_5: 0.1809 (0.1879)  loss_giou: 0.4191 (0.4900)  loss_giou_aux_0: 0.4546 (0.5157)  loss_giou_aux_1: 0.4396 (0.5005)  loss_giou_aux_2: 0.4406 (0.4951)  loss_giou_aux_3: 0.4243 (0.4914)  loss_giou_aux_4: 0.4192 (0.4903)  loss_giou_aux_5: 0.5316 (0.5840)  loss_giou_dn_0: 0.5870 (0.6060)  loss_giou_dn_1: 0.4758 (0.5010)  loss_giou_dn_2: 0.4459 (0.4719)  loss_giou_dn_3: 0.4436 (0.4634)  loss_giou_dn_4: 0.4407 (0.4614)  loss_giou_dn_5: 0.4410 (0.4616)  loss_vfl: 0.7355 (0.6972)  loss_vfl_aux_0: 0.8359 (0.8126)  loss_vfl_aux_1: 0.7789 (0.7585)  loss_vfl_aux_2: 0.7461 (0.7240)  loss_vfl_aux_3: 0.7366 (0.7080)  loss_vfl_aux_4: 0.7444 (0.7003)  loss_vfl_aux_5: 0.8161 (0.7892)  loss_vfl_dn_0: 0.4649 (0.4617)  loss_vfl_dn_1: 0.4030 (0.3978)  loss_vfl_dn_2: 0.3936 (0.3819)  loss_vfl_dn_3: 0.3819 (0.3744)  loss_vfl_dn_4: 0.3766 (0.3716)  loss_vfl_dn_5: 0.3774 (0.3708)  time: 0.4666  data: 0.0143  max mem: 5654
Epoch: [28]  [6700/7393]  eta: 0:05:34  lr: 0.000010  loss: 16.5036 (16.5522)  loss_bbox: 0.1622 (0.1613)  loss_bbox_aux_0: 0.1831 (0.1746)  loss_bbox_aux_1: 0.1753 (0.1663)  loss_bbox_aux_2: 0.1606 (0.1638)  loss_bbox_aux_3: 0.1626 (0.1618)  loss_bbox_aux_4: 0.1600 (0.1613)  loss_bbox_aux_5: 0.2085 (0.2142)  loss_bbox_dn_0: 0.2783 (0.2879)  loss_bbox_dn_1: 0.1990 (0.2186)  loss_bbox_dn_2: 0.1844 (0.1965)  loss_bbox_dn_3: 0.1748 (0.1895)  loss_bbox_dn_4: 0.1704 (0.1880)  loss_bbox_dn_5: 0.1704 (0.1880)  loss_giou: 0.4677 (0.4899)  loss_giou_aux_0: 0.5123 (0.5156)  loss_giou_aux_1: 0.4968 (0.5004)  loss_giou_aux_2: 0.4834 (0.4950)  loss_giou_aux_3: 0.4713 (0.4914)  loss_giou_aux_4: 0.4676 (0.4902)  loss_giou_aux_5: 0.5724 (0.5839)  loss_giou_dn_0: 0.5996 (0.6061)  loss_giou_dn_1: 0.5014 (0.5010)  loss_giou_dn_2: 0.4719 (0.4719)  loss_giou_dn_3: 0.4628 (0.4634)  loss_giou_dn_4: 0.4598 (0.4614)  loss_giou_dn_5: 0.4598 (0.4616)  loss_vfl: 0.6983 (0.6972)  loss_vfl_aux_0: 0.8098 (0.8126)  loss_vfl_aux_1: 0.7520 (0.7585)  loss_vfl_aux_2: 0.7353 (0.7241)  loss_vfl_aux_3: 0.7080 (0.7080)  loss_vfl_aux_4: 0.7063 (0.7003)  loss_vfl_aux_5: 0.7776 (0.7893)  loss_vfl_dn_0: 0.4602 (0.4617)  loss_vfl_dn_1: 0.3970 (0.3979)  loss_vfl_dn_2: 0.3832 (0.3819)  loss_vfl_dn_3: 0.3780 (0.3744)  loss_vfl_dn_4: 0.3767 (0.3716)  loss_vfl_dn_5: 0.3759 (0.3708)  time: 0.4653  data: 0.0142  max mem: 5654
Epoch: [28]  [6800/7393]  eta: 0:04:45  lr: 0.000010  loss: 16.6802 (16.5544)  loss_bbox: 0.1633 (0.1613)  loss_bbox_aux_0: 0.1792 (0.1746)  loss_bbox_aux_1: 0.1746 (0.1663)  loss_bbox_aux_2: 0.1701 (0.1638)  loss_bbox_aux_3: 0.1675 (0.1618)  loss_bbox_aux_4: 0.1656 (0.1612)  loss_bbox_aux_5: 0.2098 (0.2142)  loss_bbox_dn_0: 0.2637 (0.2878)  loss_bbox_dn_1: 0.2073 (0.2185)  loss_bbox_dn_2: 0.1803 (0.1964)  loss_bbox_dn_3: 0.1763 (0.1894)  loss_bbox_dn_4: 0.1748 (0.1879)  loss_bbox_dn_5: 0.1750 (0.1879)  loss_giou: 0.5096 (0.4902)  loss_giou_aux_0: 0.5320 (0.5159)  loss_giou_aux_1: 0.5144 (0.5007)  loss_giou_aux_2: 0.5078 (0.4953)  loss_giou_aux_3: 0.5131 (0.4917)  loss_giou_aux_4: 0.5049 (0.4905)  loss_giou_aux_5: 0.6004 (0.5841)  loss_giou_dn_0: 0.6217 (0.6063)  loss_giou_dn_1: 0.5238 (0.5012)  loss_giou_dn_2: 0.4982 (0.4721)  loss_giou_dn_3: 0.4906 (0.4637)  loss_giou_dn_4: 0.4895 (0.4617)  loss_giou_dn_5: 0.4897 (0.4618)  loss_vfl: 0.6853 (0.6972)  loss_vfl_aux_0: 0.8241 (0.8125)  loss_vfl_aux_1: 0.7441 (0.7584)  loss_vfl_aux_2: 0.7120 (0.7239)  loss_vfl_aux_3: 0.6875 (0.7079)  loss_vfl_aux_4: 0.6803 (0.7003)  loss_vfl_aux_5: 0.7807 (0.7892)  loss_vfl_dn_0: 0.4638 (0.4617)  loss_vfl_dn_1: 0.4016 (0.3979)  loss_vfl_dn_2: 0.3870 (0.3819)  loss_vfl_dn_3: 0.3776 (0.3744)  loss_vfl_dn_4: 0.3762 (0.3717)  loss_vfl_dn_5: 0.3753 (0.3709)  time: 0.4544  data: 0.0145  max mem: 5654
Epoch: [28]  [6900/7393]  eta: 0:03:57  lr: 0.000010  loss: 16.2940 (16.5532)  loss_bbox: 0.1462 (0.1612)  loss_bbox_aux_0: 0.1587 (0.1745)  loss_bbox_aux_1: 0.1578 (0.1662)  loss_bbox_aux_2: 0.1496 (0.1637)  loss_bbox_aux_3: 0.1426 (0.1617)  loss_bbox_aux_4: 0.1462 (0.1611)  loss_bbox_aux_5: 0.1966 (0.2141)  loss_bbox_dn_0: 0.2490 (0.2876)  loss_bbox_dn_1: 0.1789 (0.2184)  loss_bbox_dn_2: 0.1630 (0.1963)  loss_bbox_dn_3: 0.1532 (0.1893)  loss_bbox_dn_4: 0.1531 (0.1878)  loss_bbox_dn_5: 0.1531 (0.1878)  loss_giou: 0.4664 (0.4903)  loss_giou_aux_0: 0.4944 (0.5159)  loss_giou_aux_1: 0.4829 (0.5007)  loss_giou_aux_2: 0.4768 (0.4953)  loss_giou_aux_3: 0.4711 (0.4917)  loss_giou_aux_4: 0.4720 (0.4905)  loss_giou_aux_5: 0.5656 (0.5841)  loss_giou_dn_0: 0.6019 (0.6064)  loss_giou_dn_1: 0.4873 (0.5013)  loss_giou_dn_2: 0.4579 (0.4722)  loss_giou_dn_3: 0.4481 (0.4637)  loss_giou_dn_4: 0.4454 (0.4617)  loss_giou_dn_5: 0.4454 (0.4619)  loss_vfl: 0.7143 (0.6972)  loss_vfl_aux_0: 0.7879 (0.8124)  loss_vfl_aux_1: 0.7640 (0.7584)  loss_vfl_aux_2: 0.7202 (0.7240)  loss_vfl_aux_3: 0.7209 (0.7080)  loss_vfl_aux_4: 0.7008 (0.7003)  loss_vfl_aux_5: 0.7749 (0.7891)  loss_vfl_dn_0: 0.4571 (0.4617)  loss_vfl_dn_1: 0.4015 (0.3979)  loss_vfl_dn_2: 0.3852 (0.3819)  loss_vfl_dn_3: 0.3784 (0.3744)  loss_vfl_dn_4: 0.3753 (0.3717)  loss_vfl_dn_5: 0.3739 (0.3709)  time: 0.4631  data: 0.0154  max mem: 5654
Epoch: [28]  [7000/7393]  eta: 0:03:09  lr: 0.000010  loss: 16.9192 (16.5558)  loss_bbox: 0.1415 (0.1612)  loss_bbox_aux_0: 0.1564 (0.1745)  loss_bbox_aux_1: 0.1579 (0.1663)  loss_bbox_aux_2: 0.1488 (0.1638)  loss_bbox_aux_3: 0.1402 (0.1617)  loss_bbox_aux_4: 0.1446 (0.1612)  loss_bbox_aux_5: 0.1842 (0.2140)  loss_bbox_dn_0: 0.2525 (0.2875)  loss_bbox_dn_1: 0.1801 (0.2183)  loss_bbox_dn_2: 0.1592 (0.1963)  loss_bbox_dn_3: 0.1486 (0.1892)  loss_bbox_dn_4: 0.1465 (0.1877)  loss_bbox_dn_5: 0.1466 (0.1877)  loss_giou: 0.5403 (0.4905)  loss_giou_aux_0: 0.5570 (0.5161)  loss_giou_aux_1: 0.5389 (0.5010)  loss_giou_aux_2: 0.5402 (0.4956)  loss_giou_aux_3: 0.5364 (0.4919)  loss_giou_aux_4: 0.5412 (0.4908)  loss_giou_aux_5: 0.6237 (0.5843)  loss_giou_dn_0: 0.6468 (0.6065)  loss_giou_dn_1: 0.5347 (0.5014)  loss_giou_dn_2: 0.5109 (0.4724)  loss_giou_dn_3: 0.5062 (0.4639)  loss_giou_dn_4: 0.5034 (0.4619)  loss_giou_dn_5: 0.5034 (0.4621)  loss_vfl: 0.6894 (0.6972)  loss_vfl_aux_0: 0.7815 (0.8125)  loss_vfl_aux_1: 0.7391 (0.7583)  loss_vfl_aux_2: 0.7072 (0.7239)  loss_vfl_aux_3: 0.6941 (0.7080)  loss_vfl_aux_4: 0.6870 (0.7003)  loss_vfl_aux_5: 0.7566 (0.7891)  loss_vfl_dn_0: 0.4650 (0.4616)  loss_vfl_dn_1: 0.4037 (0.3979)  loss_vfl_dn_2: 0.3898 (0.3820)  loss_vfl_dn_3: 0.3846 (0.3745)  loss_vfl_dn_4: 0.3824 (0.3717)  loss_vfl_dn_5: 0.3824 (0.3709)  time: 0.4744  data: 0.0134  max mem: 5654
Epoch: [28]  [7100/7393]  eta: 0:02:21  lr: 0.000010  loss: 15.9963 (16.5546)  loss_bbox: 0.1584 (0.1612)  loss_bbox_aux_0: 0.1601 (0.1745)  loss_bbox_aux_1: 0.1531 (0.1663)  loss_bbox_aux_2: 0.1607 (0.1637)  loss_bbox_aux_3: 0.1606 (0.1617)  loss_bbox_aux_4: 0.1583 (0.1612)  loss_bbox_aux_5: 0.1957 (0.2140)  loss_bbox_dn_0: 0.2885 (0.2874)  loss_bbox_dn_1: 0.2182 (0.2183)  loss_bbox_dn_2: 0.1978 (0.1962)  loss_bbox_dn_3: 0.1894 (0.1892)  loss_bbox_dn_4: 0.1858 (0.1877)  loss_bbox_dn_5: 0.1859 (0.1877)  loss_giou: 0.4726 (0.4906)  loss_giou_aux_0: 0.4716 (0.5162)  loss_giou_aux_1: 0.4762 (0.5010)  loss_giou_aux_2: 0.4734 (0.4956)  loss_giou_aux_3: 0.4744 (0.4920)  loss_giou_aux_4: 0.4730 (0.4908)  loss_giou_aux_5: 0.5411 (0.5844)  loss_giou_dn_0: 0.5832 (0.6065)  loss_giou_dn_1: 0.4670 (0.5014)  loss_giou_dn_2: 0.4336 (0.4724)  loss_giou_dn_3: 0.4277 (0.4639)  loss_giou_dn_4: 0.4262 (0.4619)  loss_giou_dn_5: 0.4258 (0.4621)  loss_vfl: 0.6789 (0.6971)  loss_vfl_aux_0: 0.7719 (0.8123)  loss_vfl_aux_1: 0.7228 (0.7581)  loss_vfl_aux_2: 0.7213 (0.7237)  loss_vfl_aux_3: 0.6805 (0.7078)  loss_vfl_aux_4: 0.6657 (0.7001)  loss_vfl_aux_5: 0.7369 (0.7890)  loss_vfl_dn_0: 0.4571 (0.4616)  loss_vfl_dn_1: 0.3877 (0.3979)  loss_vfl_dn_2: 0.3689 (0.3820)  loss_vfl_dn_3: 0.3614 (0.3744)  loss_vfl_dn_4: 0.3614 (0.3717)  loss_vfl_dn_5: 0.3609 (0.3709)  time: 0.4564  data: 0.0135  max mem: 5654
Epoch: [28]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 16.6056 (16.5556)  loss_bbox: 0.1446 (0.1612)  loss_bbox_aux_0: 0.1616 (0.1745)  loss_bbox_aux_1: 0.1443 (0.1662)  loss_bbox_aux_2: 0.1408 (0.1637)  loss_bbox_aux_3: 0.1476 (0.1617)  loss_bbox_aux_4: 0.1448 (0.1612)  loss_bbox_aux_5: 0.1928 (0.2139)  loss_bbox_dn_0: 0.2645 (0.2874)  loss_bbox_dn_1: 0.2007 (0.2183)  loss_bbox_dn_2: 0.1803 (0.1962)  loss_bbox_dn_3: 0.1721 (0.1892)  loss_bbox_dn_4: 0.1701 (0.1877)  loss_bbox_dn_5: 0.1701 (0.1877)  loss_giou: 0.4539 (0.4906)  loss_giou_aux_0: 0.4858 (0.5162)  loss_giou_aux_1: 0.4559 (0.5011)  loss_giou_aux_2: 0.4482 (0.4956)  loss_giou_aux_3: 0.4563 (0.4920)  loss_giou_aux_4: 0.4547 (0.4909)  loss_giou_aux_5: 0.5549 (0.5845)  loss_giou_dn_0: 0.5904 (0.6065)  loss_giou_dn_1: 0.4780 (0.5015)  loss_giou_dn_2: 0.4540 (0.4724)  loss_giou_dn_3: 0.4435 (0.4639)  loss_giou_dn_4: 0.4415 (0.4619)  loss_giou_dn_5: 0.4417 (0.4621)  loss_vfl: 0.7142 (0.6972)  loss_vfl_aux_0: 0.8373 (0.8125)  loss_vfl_aux_1: 0.7790 (0.7583)  loss_vfl_aux_2: 0.7502 (0.7239)  loss_vfl_aux_3: 0.7331 (0.7079)  loss_vfl_aux_4: 0.7259 (0.7002)  loss_vfl_aux_5: 0.8292 (0.7891)  loss_vfl_dn_0: 0.4685 (0.4617)  loss_vfl_dn_1: 0.3948 (0.3979)  loss_vfl_dn_2: 0.3822 (0.3820)  loss_vfl_dn_3: 0.3723 (0.3745)  loss_vfl_dn_4: 0.3670 (0.3717)  loss_vfl_dn_5: 0.3657 (0.3709)  time: 0.4812  data: 0.0143  max mem: 5654
Epoch: [28]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 16.6879 (16.5561)  loss_bbox: 0.1655 (0.1613)  loss_bbox_aux_0: 0.1701 (0.1746)  loss_bbox_aux_1: 0.1737 (0.1662)  loss_bbox_aux_2: 0.1577 (0.1637)  loss_bbox_aux_3: 0.1598 (0.1617)  loss_bbox_aux_4: 0.1668 (0.1613)  loss_bbox_aux_5: 0.2151 (0.2140)  loss_bbox_dn_0: 0.2762 (0.2875)  loss_bbox_dn_1: 0.2251 (0.2182)  loss_bbox_dn_2: 0.1936 (0.1962)  loss_bbox_dn_3: 0.1932 (0.1891)  loss_bbox_dn_4: 0.1938 (0.1877)  loss_bbox_dn_5: 0.1937 (0.1877)  loss_giou: 0.4778 (0.4907)  loss_giou_aux_0: 0.5028 (0.5163)  loss_giou_aux_1: 0.4806 (0.5011)  loss_giou_aux_2: 0.4669 (0.4957)  loss_giou_aux_3: 0.4683 (0.4921)  loss_giou_aux_4: 0.4705 (0.4910)  loss_giou_aux_5: 0.5807 (0.5845)  loss_giou_dn_0: 0.6148 (0.6065)  loss_giou_dn_1: 0.5068 (0.5015)  loss_giou_dn_2: 0.4699 (0.4724)  loss_giou_dn_3: 0.4633 (0.4639)  loss_giou_dn_4: 0.4587 (0.4619)  loss_giou_dn_5: 0.4586 (0.4621)  loss_vfl: 0.6830 (0.6971)  loss_vfl_aux_0: 0.7994 (0.8125)  loss_vfl_aux_1: 0.7359 (0.7583)  loss_vfl_aux_2: 0.7258 (0.7239)  loss_vfl_aux_3: 0.6906 (0.7078)  loss_vfl_aux_4: 0.6783 (0.7001)  loss_vfl_aux_5: 0.7800 (0.7891)  loss_vfl_dn_0: 0.4591 (0.4617)  loss_vfl_dn_1: 0.4004 (0.3979)  loss_vfl_dn_2: 0.3850 (0.3820)  loss_vfl_dn_3: 0.3783 (0.3744)  loss_vfl_dn_4: 0.3745 (0.3717)  loss_vfl_dn_5: 0.3746 (0.3709)  time: 0.4707  data: 0.0153  max mem: 5654
Epoch: [28]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.3783 (16.5551)  loss_bbox: 0.1396 (0.1612)  loss_bbox_aux_0: 0.1614 (0.1745)  loss_bbox_aux_1: 0.1468 (0.1662)  loss_bbox_aux_2: 0.1396 (0.1637)  loss_bbox_aux_3: 0.1352 (0.1617)  loss_bbox_aux_4: 0.1393 (0.1612)  loss_bbox_aux_5: 0.2023 (0.2139)  loss_bbox_dn_0: 0.2635 (0.2872)  loss_bbox_dn_1: 0.1948 (0.2181)  loss_bbox_dn_2: 0.1760 (0.1960)  loss_bbox_dn_3: 0.1716 (0.1890)  loss_bbox_dn_4: 0.1697 (0.1875)  loss_bbox_dn_5: 0.1697 (0.1875)  loss_giou: 0.4659 (0.4907)  loss_giou_aux_0: 0.4819 (0.5163)  loss_giou_aux_1: 0.4696 (0.5011)  loss_giou_aux_2: 0.4693 (0.4957)  loss_giou_aux_3: 0.4546 (0.4921)  loss_giou_aux_4: 0.4700 (0.4910)  loss_giou_aux_5: 0.5674 (0.5846)  loss_giou_dn_0: 0.5917 (0.6066)  loss_giou_dn_1: 0.4963 (0.5015)  loss_giou_dn_2: 0.4732 (0.4724)  loss_giou_dn_3: 0.4647 (0.4639)  loss_giou_dn_4: 0.4605 (0.4619)  loss_giou_dn_5: 0.4605 (0.4621)  loss_vfl: 0.7054 (0.6971)  loss_vfl_aux_0: 0.7942 (0.8125)  loss_vfl_aux_1: 0.7484 (0.7583)  loss_vfl_aux_2: 0.7229 (0.7239)  loss_vfl_aux_3: 0.7051 (0.7078)  loss_vfl_aux_4: 0.7030 (0.7001)  loss_vfl_aux_5: 0.7597 (0.7890)  loss_vfl_dn_0: 0.4632 (0.4617)  loss_vfl_dn_1: 0.4031 (0.3979)  loss_vfl_dn_2: 0.3873 (0.3820)  loss_vfl_dn_3: 0.3797 (0.3745)  loss_vfl_dn_4: 0.3755 (0.3717)  loss_vfl_dn_5: 0.3766 (0.3709)  time: 0.4581  data: 0.0144  max mem: 5654
Epoch: [28] Total time: 0:59:16 (0.4811 s / it)
Averaged stats: lr: 0.000010  loss: 16.3783 (16.5551)  loss_bbox: 0.1396 (0.1612)  loss_bbox_aux_0: 0.1614 (0.1745)  loss_bbox_aux_1: 0.1468 (0.1662)  loss_bbox_aux_2: 0.1396 (0.1637)  loss_bbox_aux_3: 0.1352 (0.1617)  loss_bbox_aux_4: 0.1393 (0.1612)  loss_bbox_aux_5: 0.2023 (0.2139)  loss_bbox_dn_0: 0.2635 (0.2872)  loss_bbox_dn_1: 0.1948 (0.2181)  loss_bbox_dn_2: 0.1760 (0.1960)  loss_bbox_dn_3: 0.1716 (0.1890)  loss_bbox_dn_4: 0.1697 (0.1875)  loss_bbox_dn_5: 0.1697 (0.1875)  loss_giou: 0.4659 (0.4907)  loss_giou_aux_0: 0.4819 (0.5163)  loss_giou_aux_1: 0.4696 (0.5011)  loss_giou_aux_2: 0.4693 (0.4957)  loss_giou_aux_3: 0.4546 (0.4921)  loss_giou_aux_4: 0.4700 (0.4910)  loss_giou_aux_5: 0.5674 (0.5846)  loss_giou_dn_0: 0.5917 (0.6066)  loss_giou_dn_1: 0.4963 (0.5015)  loss_giou_dn_2: 0.4732 (0.4724)  loss_giou_dn_3: 0.4647 (0.4639)  loss_giou_dn_4: 0.4605 (0.4619)  loss_giou_dn_5: 0.4605 (0.4621)  loss_vfl: 0.7054 (0.6971)  loss_vfl_aux_0: 0.7942 (0.8125)  loss_vfl_aux_1: 0.7484 (0.7583)  loss_vfl_aux_2: 0.7229 (0.7239)  loss_vfl_aux_3: 0.7051 (0.7078)  loss_vfl_aux_4: 0.7030 (0.7001)  loss_vfl_aux_5: 0.7597 (0.7890)  loss_vfl_dn_0: 0.4632 (0.4617)  loss_vfl_dn_1: 0.4031 (0.3979)  loss_vfl_dn_2: 0.3873 (0.3820)  loss_vfl_dn_3: 0.3797 (0.3745)  loss_vfl_dn_4: 0.3755 (0.3717)  loss_vfl_dn_5: 0.3766 (0.3709)
Test:  [  0/157]  eta: 0:04:13    time: 1.6118  data: 1.1974  max mem: 5654
Test:  [ 10/157]  eta: 0:01:13    time: 0.5033  data: 0.1327  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3986  data: 0.0269  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3993  data: 0.0269  max mem: 5654
Test:  [ 40/157]  eta: 0:01:10    time: 0.7525  data: 0.0262  max mem: 5654
Test:  [ 50/157]  eta: 0:01:00    time: 0.7577  data: 0.0262  max mem: 5654
Test:  [ 60/157]  eta: 0:00:51    time: 0.4032  data: 0.0265  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.3927  data: 0.0265  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.3934  data: 0.0263  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.4004  data: 0.0266  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3918  data: 0.0270  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3932  data: 0.0264  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3893  data: 0.0258  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3869  data: 0.0264  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3867  data: 0.0266  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6585  data: 0.0263  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6457  data: 0.0256  max mem: 5654
Test: Total time: 0:01:15 (0.4828 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=32.54s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.516
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.697
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.560
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.333
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.562
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.693
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.385
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.645
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.714
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.536
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.762
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.888
best_stat:  {'epoch': 28, 'coco_eval_bbox': 0.5162272004601466}
Epoch: [29]  [   0/7393]  eta: 14:02:50  lr: 0.000010  loss: 15.1671 (15.1671)  loss_bbox: 0.1107 (0.1107)  loss_bbox_aux_0: 0.1242 (0.1242)  loss_bbox_aux_1: 0.1112 (0.1112)  loss_bbox_aux_2: 0.1097 (0.1097)  loss_bbox_aux_3: 0.1113 (0.1113)  loss_bbox_aux_4: 0.1107 (0.1107)  loss_bbox_aux_5: 0.1463 (0.1463)  loss_bbox_dn_0: 0.2240 (0.2240)  loss_bbox_dn_1: 0.1582 (0.1582)  loss_bbox_dn_2: 0.1437 (0.1437)  loss_bbox_dn_3: 0.1397 (0.1397)  loss_bbox_dn_4: 0.1381 (0.1381)  loss_bbox_dn_5: 0.1382 (0.1382)  loss_giou: 0.5142 (0.5142)  loss_giou_aux_0: 0.5332 (0.5332)  loss_giou_aux_1: 0.5066 (0.5066)  loss_giou_aux_2: 0.5019 (0.5019)  loss_giou_aux_3: 0.5152 (0.5152)  loss_giou_aux_4: 0.5141 (0.5141)  loss_giou_aux_5: 0.5831 (0.5831)  loss_giou_dn_0: 0.5831 (0.5831)  loss_giou_dn_1: 0.4838 (0.4838)  loss_giou_dn_2: 0.4604 (0.4604)  loss_giou_dn_3: 0.4571 (0.4571)  loss_giou_dn_4: 0.4549 (0.4549)  loss_giou_dn_5: 0.4549 (0.4549)  loss_vfl: 0.5925 (0.5925)  loss_vfl_aux_0: 0.7148 (0.7148)  loss_vfl_aux_1: 0.7234 (0.7234)  loss_vfl_aux_2: 0.6353 (0.6353)  loss_vfl_aux_3: 0.6059 (0.6059)  loss_vfl_aux_4: 0.5915 (0.5915)  loss_vfl_aux_5: 0.7365 (0.7365)  loss_vfl_dn_0: 0.4551 (0.4551)  loss_vfl_dn_1: 0.3769 (0.3769)  loss_vfl_dn_2: 0.3581 (0.3581)  loss_vfl_dn_3: 0.3521 (0.3521)  loss_vfl_dn_4: 0.3466 (0.3466)  loss_vfl_dn_5: 0.3497 (0.3497)  time: 6.8403  data: 2.2589  max mem: 5654
Epoch: [29]  [ 100/7393]  eta: 1:03:47  lr: 0.000010  loss: 16.0962 (16.3238)  loss_bbox: 0.1509 (0.1564)  loss_bbox_aux_0: 0.1661 (0.1706)  loss_bbox_aux_1: 0.1654 (0.1628)  loss_bbox_aux_2: 0.1576 (0.1590)  loss_bbox_aux_3: 0.1539 (0.1577)  loss_bbox_aux_4: 0.1520 (0.1562)  loss_bbox_aux_5: 0.2055 (0.2085)  loss_bbox_dn_0: 0.2896 (0.2811)  loss_bbox_dn_1: 0.2143 (0.2114)  loss_bbox_dn_2: 0.1883 (0.1908)  loss_bbox_dn_3: 0.1821 (0.1838)  loss_bbox_dn_4: 0.1797 (0.1823)  loss_bbox_dn_5: 0.1798 (0.1823)  loss_giou: 0.4823 (0.4784)  loss_giou_aux_0: 0.5128 (0.5060)  loss_giou_aux_1: 0.4869 (0.4889)  loss_giou_aux_2: 0.4815 (0.4836)  loss_giou_aux_3: 0.4769 (0.4800)  loss_giou_aux_4: 0.4823 (0.4777)  loss_giou_aux_5: 0.5680 (0.5708)  loss_giou_dn_0: 0.6043 (0.5976)  loss_giou_dn_1: 0.4883 (0.4920)  loss_giou_dn_2: 0.4602 (0.4643)  loss_giou_dn_3: 0.4478 (0.4556)  loss_giou_dn_4: 0.4453 (0.4536)  loss_giou_dn_5: 0.4455 (0.4537)  loss_vfl: 0.6766 (0.6937)  loss_vfl_aux_0: 0.8106 (0.8137)  loss_vfl_aux_1: 0.7579 (0.7558)  loss_vfl_aux_2: 0.6771 (0.7192)  loss_vfl_aux_3: 0.6780 (0.7038)  loss_vfl_aux_4: 0.6841 (0.6984)  loss_vfl_aux_5: 0.7998 (0.7930)  loss_vfl_dn_0: 0.4602 (0.4619)  loss_vfl_dn_1: 0.3899 (0.3953)  loss_vfl_dn_2: 0.3776 (0.3789)  loss_vfl_dn_3: 0.3698 (0.3705)  loss_vfl_dn_4: 0.3682 (0.3676)  loss_vfl_dn_5: 0.3667 (0.3668)  time: 0.4615  data: 0.0135  max mem: 5654
Epoch: [29]  [ 200/7393]  eta: 0:59:12  lr: 0.000010  loss: 16.4338 (16.4116)  loss_bbox: 0.1657 (0.1599)  loss_bbox_aux_0: 0.1741 (0.1739)  loss_bbox_aux_1: 0.1701 (0.1656)  loss_bbox_aux_2: 0.1705 (0.1629)  loss_bbox_aux_3: 0.1673 (0.1611)  loss_bbox_aux_4: 0.1679 (0.1599)  loss_bbox_aux_5: 0.2111 (0.2116)  loss_bbox_dn_0: 0.2644 (0.2857)  loss_bbox_dn_1: 0.2045 (0.2161)  loss_bbox_dn_2: 0.1709 (0.1949)  loss_bbox_dn_3: 0.1668 (0.1877)  loss_bbox_dn_4: 0.1637 (0.1862)  loss_bbox_dn_5: 0.1637 (0.1862)  loss_giou: 0.4376 (0.4822)  loss_giou_aux_0: 0.4692 (0.5097)  loss_giou_aux_1: 0.4543 (0.4927)  loss_giou_aux_2: 0.4519 (0.4881)  loss_giou_aux_3: 0.4384 (0.4840)  loss_giou_aux_4: 0.4373 (0.4820)  loss_giou_aux_5: 0.5337 (0.5756)  loss_giou_dn_0: 0.5898 (0.6018)  loss_giou_dn_1: 0.4925 (0.4959)  loss_giou_dn_2: 0.4658 (0.4673)  loss_giou_dn_3: 0.4576 (0.4586)  loss_giou_dn_4: 0.4555 (0.4565)  loss_giou_dn_5: 0.4556 (0.4566)  loss_vfl: 0.6661 (0.6921)  loss_vfl_aux_0: 0.7841 (0.8111)  loss_vfl_aux_1: 0.7161 (0.7548)  loss_vfl_aux_2: 0.7101 (0.7173)  loss_vfl_aux_3: 0.6695 (0.7012)  loss_vfl_aux_4: 0.6720 (0.6950)  loss_vfl_aux_5: 0.7695 (0.7895)  loss_vfl_dn_0: 0.4535 (0.4616)  loss_vfl_dn_1: 0.4002 (0.3962)  loss_vfl_dn_2: 0.3809 (0.3799)  loss_vfl_dn_3: 0.3685 (0.3722)  loss_vfl_dn_4: 0.3676 (0.3694)  loss_vfl_dn_5: 0.3660 (0.3684)  time: 0.4573  data: 0.0132  max mem: 5654
Epoch: [29]  [ 300/7393]  eta: 0:57:07  lr: 0.000010  loss: 16.3302 (16.4055)  loss_bbox: 0.1544 (0.1594)  loss_bbox_aux_0: 0.1644 (0.1725)  loss_bbox_aux_1: 0.1551 (0.1638)  loss_bbox_aux_2: 0.1547 (0.1614)  loss_bbox_aux_3: 0.1527 (0.1601)  loss_bbox_aux_4: 0.1530 (0.1591)  loss_bbox_aux_5: 0.1994 (0.2116)  loss_bbox_dn_0: 0.2570 (0.2830)  loss_bbox_dn_1: 0.1936 (0.2134)  loss_bbox_dn_2: 0.1774 (0.1918)  loss_bbox_dn_3: 0.1679 (0.1846)  loss_bbox_dn_4: 0.1665 (0.1832)  loss_bbox_dn_5: 0.1661 (0.1832)  loss_giou: 0.5023 (0.4847)  loss_giou_aux_0: 0.5303 (0.5115)  loss_giou_aux_1: 0.5297 (0.4947)  loss_giou_aux_2: 0.5116 (0.4902)  loss_giou_aux_3: 0.5181 (0.4863)  loss_giou_aux_4: 0.5045 (0.4845)  loss_giou_aux_5: 0.6091 (0.5793)  loss_giou_dn_0: 0.6107 (0.6028)  loss_giou_dn_1: 0.5294 (0.4969)  loss_giou_dn_2: 0.4941 (0.4680)  loss_giou_dn_3: 0.4871 (0.4593)  loss_giou_dn_4: 0.4840 (0.4572)  loss_giou_dn_5: 0.4840 (0.4574)  loss_vfl: 0.6652 (0.6916)  loss_vfl_aux_0: 0.7896 (0.8104)  loss_vfl_aux_1: 0.7544 (0.7550)  loss_vfl_aux_2: 0.6983 (0.7174)  loss_vfl_aux_3: 0.6918 (0.7017)  loss_vfl_aux_4: 0.6777 (0.6949)  loss_vfl_aux_5: 0.7766 (0.7839)  loss_vfl_dn_0: 0.4574 (0.4616)  loss_vfl_dn_1: 0.3975 (0.3967)  loss_vfl_dn_2: 0.3842 (0.3805)  loss_vfl_dn_3: 0.3782 (0.3729)  loss_vfl_dn_4: 0.3752 (0.3701)  loss_vfl_dn_5: 0.3722 (0.3691)  time: 0.4612  data: 0.0132  max mem: 5654
Epoch: [29]  [ 400/7393]  eta: 0:55:39  lr: 0.000010  loss: 16.6623 (16.4018)  loss_bbox: 0.1608 (0.1607)  loss_bbox_aux_0: 0.1822 (0.1743)  loss_bbox_aux_1: 0.1561 (0.1656)  loss_bbox_aux_2: 0.1534 (0.1632)  loss_bbox_aux_3: 0.1525 (0.1611)  loss_bbox_aux_4: 0.1551 (0.1604)  loss_bbox_aux_5: 0.2303 (0.2143)  loss_bbox_dn_0: 0.3056 (0.2865)  loss_bbox_dn_1: 0.2283 (0.2163)  loss_bbox_dn_2: 0.2015 (0.1944)  loss_bbox_dn_3: 0.1943 (0.1870)  loss_bbox_dn_4: 0.1935 (0.1854)  loss_bbox_dn_5: 0.1934 (0.1854)  loss_giou: 0.4553 (0.4802)  loss_giou_aux_0: 0.4832 (0.5064)  loss_giou_aux_1: 0.4715 (0.4903)  loss_giou_aux_2: 0.4685 (0.4858)  loss_giou_aux_3: 0.4524 (0.4811)  loss_giou_aux_4: 0.4505 (0.4801)  loss_giou_aux_5: 0.5506 (0.5749)  loss_giou_dn_0: 0.5785 (0.5999)  loss_giou_dn_1: 0.4767 (0.4938)  loss_giou_dn_2: 0.4455 (0.4650)  loss_giou_dn_3: 0.4326 (0.4561)  loss_giou_dn_4: 0.4305 (0.4540)  loss_giou_dn_5: 0.4306 (0.4542)  loss_vfl: 0.6975 (0.6952)  loss_vfl_aux_0: 0.8231 (0.8138)  loss_vfl_aux_1: 0.7832 (0.7586)  loss_vfl_aux_2: 0.7261 (0.7200)  loss_vfl_aux_3: 0.7187 (0.7064)  loss_vfl_aux_4: 0.7112 (0.6988)  loss_vfl_aux_5: 0.7916 (0.7853)  loss_vfl_dn_0: 0.4637 (0.4612)  loss_vfl_dn_1: 0.3985 (0.3962)  loss_vfl_dn_2: 0.3787 (0.3799)  loss_vfl_dn_3: 0.3697 (0.3723)  loss_vfl_dn_4: 0.3685 (0.3695)  loss_vfl_dn_5: 0.3689 (0.3686)  time: 0.4478  data: 0.0134  max mem: 5654
Epoch: [29]  [ 500/7393]  eta: 0:54:40  lr: 0.000010  loss: 17.1294 (16.4357)  loss_bbox: 0.1521 (0.1601)  loss_bbox_aux_0: 0.1739 (0.1735)  loss_bbox_aux_1: 0.1626 (0.1650)  loss_bbox_aux_2: 0.1566 (0.1626)  loss_bbox_aux_3: 0.1512 (0.1604)  loss_bbox_aux_4: 0.1548 (0.1600)  loss_bbox_aux_5: 0.2304 (0.2134)  loss_bbox_dn_0: 0.2769 (0.2874)  loss_bbox_dn_1: 0.2162 (0.2169)  loss_bbox_dn_2: 0.1950 (0.1951)  loss_bbox_dn_3: 0.1883 (0.1879)  loss_bbox_dn_4: 0.1862 (0.1863)  loss_bbox_dn_5: 0.1859 (0.1863)  loss_giou: 0.5107 (0.4812)  loss_giou_aux_0: 0.5320 (0.5071)  loss_giou_aux_1: 0.5316 (0.4914)  loss_giou_aux_2: 0.5199 (0.4869)  loss_giou_aux_3: 0.5115 (0.4820)  loss_giou_aux_4: 0.5057 (0.4810)  loss_giou_aux_5: 0.6203 (0.5759)  loss_giou_dn_0: 0.6297 (0.6019)  loss_giou_dn_1: 0.5280 (0.4956)  loss_giou_dn_2: 0.4944 (0.4667)  loss_giou_dn_3: 0.4840 (0.4580)  loss_giou_dn_4: 0.4826 (0.4560)  loss_giou_dn_5: 0.4830 (0.4561)  loss_vfl: 0.6959 (0.6970)  loss_vfl_aux_0: 0.8021 (0.8161)  loss_vfl_aux_1: 0.7794 (0.7605)  loss_vfl_aux_2: 0.7271 (0.7218)  loss_vfl_aux_3: 0.7108 (0.7083)  loss_vfl_aux_4: 0.6991 (0.7007)  loss_vfl_aux_5: 0.7653 (0.7867)  loss_vfl_dn_0: 0.4592 (0.4611)  loss_vfl_dn_1: 0.3921 (0.3964)  loss_vfl_dn_2: 0.3747 (0.3803)  loss_vfl_dn_3: 0.3668 (0.3728)  loss_vfl_dn_4: 0.3633 (0.3699)  loss_vfl_dn_5: 0.3645 (0.3691)  time: 0.4730  data: 0.0140  max mem: 5654
Epoch: [29]  [ 600/7393]  eta: 0:53:49  lr: 0.000010  loss: 16.9521 (16.4766)  loss_bbox: 0.1573 (0.1605)  loss_bbox_aux_0: 0.1740 (0.1744)  loss_bbox_aux_1: 0.1679 (0.1653)  loss_bbox_aux_2: 0.1661 (0.1627)  loss_bbox_aux_3: 0.1592 (0.1606)  loss_bbox_aux_4: 0.1572 (0.1602)  loss_bbox_aux_5: 0.2090 (0.2140)  loss_bbox_dn_0: 0.2727 (0.2865)  loss_bbox_dn_1: 0.2084 (0.2164)  loss_bbox_dn_2: 0.1840 (0.1946)  loss_bbox_dn_3: 0.1777 (0.1875)  loss_bbox_dn_4: 0.1760 (0.1860)  loss_bbox_dn_5: 0.1760 (0.1860)  loss_giou: 0.5045 (0.4850)  loss_giou_aux_0: 0.5326 (0.5111)  loss_giou_aux_1: 0.5178 (0.4952)  loss_giou_aux_2: 0.5052 (0.4904)  loss_giou_aux_3: 0.5043 (0.4857)  loss_giou_aux_4: 0.5080 (0.4849)  loss_giou_aux_5: 0.5998 (0.5796)  loss_giou_dn_0: 0.6292 (0.6031)  loss_giou_dn_1: 0.5094 (0.4968)  loss_giou_dn_2: 0.4813 (0.4679)  loss_giou_dn_3: 0.4731 (0.4593)  loss_giou_dn_4: 0.4711 (0.4572)  loss_giou_dn_5: 0.4714 (0.4574)  loss_vfl: 0.6919 (0.6980)  loss_vfl_aux_0: 0.8087 (0.8154)  loss_vfl_aux_1: 0.7510 (0.7617)  loss_vfl_aux_2: 0.7241 (0.7243)  loss_vfl_aux_3: 0.7237 (0.7099)  loss_vfl_aux_4: 0.6995 (0.7018)  loss_vfl_aux_5: 0.7777 (0.7870)  loss_vfl_dn_0: 0.4663 (0.4615)  loss_vfl_dn_1: 0.4042 (0.3964)  loss_vfl_dn_2: 0.3878 (0.3804)  loss_vfl_dn_3: 0.3796 (0.3728)  loss_vfl_dn_4: 0.3770 (0.3700)  loss_vfl_dn_5: 0.3746 (0.3691)  time: 0.4642  data: 0.0144  max mem: 5654
Epoch: [29]  [ 700/7393]  eta: 0:53:05  lr: 0.000010  loss: 15.7747 (16.4619)  loss_bbox: 0.1531 (0.1605)  loss_bbox_aux_0: 0.1714 (0.1742)  loss_bbox_aux_1: 0.1586 (0.1648)  loss_bbox_aux_2: 0.1609 (0.1627)  loss_bbox_aux_3: 0.1578 (0.1606)  loss_bbox_aux_4: 0.1574 (0.1602)  loss_bbox_aux_5: 0.2022 (0.2145)  loss_bbox_dn_0: 0.2829 (0.2877)  loss_bbox_dn_1: 0.2071 (0.2173)  loss_bbox_dn_2: 0.1895 (0.1954)  loss_bbox_dn_3: 0.1836 (0.1884)  loss_bbox_dn_4: 0.1830 (0.1868)  loss_bbox_dn_5: 0.1829 (0.1868)  loss_giou: 0.4181 (0.4815)  loss_giou_aux_0: 0.4447 (0.5071)  loss_giou_aux_1: 0.4232 (0.4912)  loss_giou_aux_2: 0.4331 (0.4867)  loss_giou_aux_3: 0.4175 (0.4822)  loss_giou_aux_4: 0.4162 (0.4814)  loss_giou_aux_5: 0.5170 (0.5760)  loss_giou_dn_0: 0.5664 (0.6013)  loss_giou_dn_1: 0.4529 (0.4947)  loss_giou_dn_2: 0.4305 (0.4660)  loss_giou_dn_3: 0.4159 (0.4574)  loss_giou_dn_4: 0.4134 (0.4554)  loss_giou_dn_5: 0.4134 (0.4555)  loss_vfl: 0.6963 (0.6992)  loss_vfl_aux_0: 0.8441 (0.8186)  loss_vfl_aux_1: 0.8013 (0.7654)  loss_vfl_aux_2: 0.7466 (0.7267)  loss_vfl_aux_3: 0.7250 (0.7118)  loss_vfl_aux_4: 0.7079 (0.7031)  loss_vfl_aux_5: 0.8096 (0.7903)  loss_vfl_dn_0: 0.4647 (0.4617)  loss_vfl_dn_1: 0.3869 (0.3964)  loss_vfl_dn_2: 0.3774 (0.3805)  loss_vfl_dn_3: 0.3703 (0.3729)  loss_vfl_dn_4: 0.3678 (0.3700)  loss_vfl_dn_5: 0.3662 (0.3691)  time: 0.4752  data: 0.0137  max mem: 5654
Epoch: [29]  [ 800/7393]  eta: 0:52:15  lr: 0.000010  loss: 16.7466 (16.4689)  loss_bbox: 0.1578 (0.1606)  loss_bbox_aux_0: 0.1595 (0.1739)  loss_bbox_aux_1: 0.1618 (0.1647)  loss_bbox_aux_2: 0.1557 (0.1627)  loss_bbox_aux_3: 0.1542 (0.1609)  loss_bbox_aux_4: 0.1554 (0.1605)  loss_bbox_aux_5: 0.2067 (0.2143)  loss_bbox_dn_0: 0.2511 (0.2885)  loss_bbox_dn_1: 0.1977 (0.2178)  loss_bbox_dn_2: 0.1804 (0.1958)  loss_bbox_dn_3: 0.1738 (0.1887)  loss_bbox_dn_4: 0.1732 (0.1872)  loss_bbox_dn_5: 0.1731 (0.1872)  loss_giou: 0.5174 (0.4822)  loss_giou_aux_0: 0.5506 (0.5075)  loss_giou_aux_1: 0.5217 (0.4915)  loss_giou_aux_2: 0.5167 (0.4873)  loss_giou_aux_3: 0.5192 (0.4831)  loss_giou_aux_4: 0.5172 (0.4822)  loss_giou_aux_5: 0.6239 (0.5770)  loss_giou_dn_0: 0.6210 (0.6017)  loss_giou_dn_1: 0.5170 (0.4951)  loss_giou_dn_2: 0.4865 (0.4661)  loss_giou_dn_3: 0.4797 (0.4576)  loss_giou_dn_4: 0.4771 (0.4555)  loss_giou_dn_5: 0.4772 (0.4557)  loss_vfl: 0.6955 (0.6989)  loss_vfl_aux_0: 0.8088 (0.8186)  loss_vfl_aux_1: 0.7620 (0.7655)  loss_vfl_aux_2: 0.7345 (0.7268)  loss_vfl_aux_3: 0.7230 (0.7113)  loss_vfl_aux_4: 0.7065 (0.7026)  loss_vfl_aux_5: 0.7574 (0.7902)  loss_vfl_dn_0: 0.4598 (0.4615)  loss_vfl_dn_1: 0.4010 (0.3965)  loss_vfl_dn_2: 0.3821 (0.3804)  loss_vfl_dn_3: 0.3767 (0.3727)  loss_vfl_dn_4: 0.3759 (0.3698)  loss_vfl_dn_5: 0.3758 (0.3690)  time: 0.4630  data: 0.0143  max mem: 5654
Epoch: [29]  [ 900/7393]  eta: 0:51:25  lr: 0.000010  loss: 16.4354 (16.4735)  loss_bbox: 0.1681 (0.1602)  loss_bbox_aux_0: 0.1801 (0.1735)  loss_bbox_aux_1: 0.1726 (0.1645)  loss_bbox_aux_2: 0.1656 (0.1624)  loss_bbox_aux_3: 0.1659 (0.1605)  loss_bbox_aux_4: 0.1701 (0.1601)  loss_bbox_aux_5: 0.2281 (0.2141)  loss_bbox_dn_0: 0.3136 (0.2877)  loss_bbox_dn_1: 0.2359 (0.2174)  loss_bbox_dn_2: 0.2162 (0.1954)  loss_bbox_dn_3: 0.2111 (0.1883)  loss_bbox_dn_4: 0.2059 (0.1868)  loss_bbox_dn_5: 0.2059 (0.1868)  loss_giou: 0.4407 (0.4827)  loss_giou_aux_0: 0.4625 (0.5083)  loss_giou_aux_1: 0.4481 (0.4924)  loss_giou_aux_2: 0.4564 (0.4881)  loss_giou_aux_3: 0.4501 (0.4837)  loss_giou_aux_4: 0.4382 (0.4828)  loss_giou_aux_5: 0.5472 (0.5781)  loss_giou_dn_0: 0.5732 (0.6018)  loss_giou_dn_1: 0.4728 (0.4954)  loss_giou_dn_2: 0.4409 (0.4666)  loss_giou_dn_3: 0.4311 (0.4580)  loss_giou_dn_4: 0.4264 (0.4560)  loss_giou_dn_5: 0.4264 (0.4561)  loss_vfl: 0.7309 (0.6996)  loss_vfl_aux_0: 0.8498 (0.8182)  loss_vfl_aux_1: 0.8006 (0.7659)  loss_vfl_aux_2: 0.7608 (0.7268)  loss_vfl_aux_3: 0.7474 (0.7118)  loss_vfl_aux_4: 0.7411 (0.7031)  loss_vfl_aux_5: 0.8103 (0.7896)  loss_vfl_dn_0: 0.4642 (0.4615)  loss_vfl_dn_1: 0.3919 (0.3965)  loss_vfl_dn_2: 0.3778 (0.3806)  loss_vfl_dn_3: 0.3726 (0.3729)  loss_vfl_dn_4: 0.3704 (0.3701)  loss_vfl_dn_5: 0.3678 (0.3692)  time: 0.4737  data: 0.0136  max mem: 5654
Epoch: [29]  [1000/7393]  eta: 0:50:40  lr: 0.000010  loss: 16.4735 (16.4932)  loss_bbox: 0.1622 (0.1605)  loss_bbox_aux_0: 0.1690 (0.1743)  loss_bbox_aux_1: 0.1596 (0.1651)  loss_bbox_aux_2: 0.1609 (0.1629)  loss_bbox_aux_3: 0.1652 (0.1610)  loss_bbox_aux_4: 0.1646 (0.1605)  loss_bbox_aux_5: 0.2193 (0.2150)  loss_bbox_dn_0: 0.2901 (0.2886)  loss_bbox_dn_1: 0.2237 (0.2183)  loss_bbox_dn_2: 0.1966 (0.1961)  loss_bbox_dn_3: 0.1893 (0.1890)  loss_bbox_dn_4: 0.1893 (0.1875)  loss_bbox_dn_5: 0.1893 (0.1875)  loss_giou: 0.4539 (0.4840)  loss_giou_aux_0: 0.4562 (0.5096)  loss_giou_aux_1: 0.4513 (0.4937)  loss_giou_aux_2: 0.4559 (0.4894)  loss_giou_aux_3: 0.4443 (0.4851)  loss_giou_aux_4: 0.4427 (0.4841)  loss_giou_aux_5: 0.5324 (0.5792)  loss_giou_dn_0: 0.5976 (0.6023)  loss_giou_dn_1: 0.4926 (0.4963)  loss_giou_dn_2: 0.4616 (0.4674)  loss_giou_dn_3: 0.4522 (0.4588)  loss_giou_dn_4: 0.4481 (0.4567)  loss_giou_dn_5: 0.4481 (0.4569)  loss_vfl: 0.6964 (0.6994)  loss_vfl_aux_0: 0.8222 (0.8178)  loss_vfl_aux_1: 0.7532 (0.7651)  loss_vfl_aux_2: 0.7334 (0.7264)  loss_vfl_aux_3: 0.6914 (0.7114)  loss_vfl_aux_4: 0.6849 (0.7028)  loss_vfl_aux_5: 0.8040 (0.7895)  loss_vfl_dn_0: 0.4671 (0.4614)  loss_vfl_dn_1: 0.3952 (0.3966)  loss_vfl_dn_2: 0.3788 (0.3807)  loss_vfl_dn_3: 0.3696 (0.3730)  loss_vfl_dn_4: 0.3666 (0.3701)  loss_vfl_dn_5: 0.3655 (0.3692)  time: 0.4698  data: 0.0137  max mem: 5654
Epoch: [29]  [1100/7393]  eta: 0:50:32  lr: 0.000010  loss: 16.2108 (16.4759)  loss_bbox: 0.1504 (0.1605)  loss_bbox_aux_0: 0.1721 (0.1746)  loss_bbox_aux_1: 0.1629 (0.1650)  loss_bbox_aux_2: 0.1581 (0.1628)  loss_bbox_aux_3: 0.1505 (0.1610)  loss_bbox_aux_4: 0.1522 (0.1605)  loss_bbox_aux_5: 0.2032 (0.2153)  loss_bbox_dn_0: 0.2534 (0.2891)  loss_bbox_dn_1: 0.1905 (0.2187)  loss_bbox_dn_2: 0.1770 (0.1964)  loss_bbox_dn_3: 0.1736 (0.1893)  loss_bbox_dn_4: 0.1710 (0.1878)  loss_bbox_dn_5: 0.1709 (0.1878)  loss_giou: 0.4336 (0.4831)  loss_giou_aux_0: 0.4492 (0.5090)  loss_giou_aux_1: 0.4295 (0.4928)  loss_giou_aux_2: 0.4272 (0.4884)  loss_giou_aux_3: 0.4308 (0.4843)  loss_giou_aux_4: 0.4302 (0.4832)  loss_giou_aux_5: 0.5209 (0.5785)  loss_giou_dn_0: 0.5718 (0.6016)  loss_giou_dn_1: 0.4636 (0.4956)  loss_giou_dn_2: 0.4300 (0.4667)  loss_giou_dn_3: 0.4205 (0.4581)  loss_giou_dn_4: 0.4196 (0.4560)  loss_giou_dn_5: 0.4201 (0.4562)  loss_vfl: 0.6683 (0.6985)  loss_vfl_aux_0: 0.7888 (0.8162)  loss_vfl_aux_1: 0.7190 (0.7635)  loss_vfl_aux_2: 0.6838 (0.7252)  loss_vfl_aux_3: 0.6739 (0.7101)  loss_vfl_aux_4: 0.6641 (0.7017)  loss_vfl_aux_5: 0.7991 (0.7886)  loss_vfl_dn_0: 0.4570 (0.4611)  loss_vfl_dn_1: 0.3930 (0.3965)  loss_vfl_dn_2: 0.3809 (0.3804)  loss_vfl_dn_3: 0.3717 (0.3728)  loss_vfl_dn_4: 0.3723 (0.3699)  loss_vfl_dn_5: 0.3699 (0.3690)  time: 0.8338  data: 0.0144  max mem: 5654
Epoch: [29]  [1200/7393]  eta: 0:49:36  lr: 0.000010  loss: 16.3801 (16.4855)  loss_bbox: 0.1679 (0.1611)  loss_bbox_aux_0: 0.1863 (0.1747)  loss_bbox_aux_1: 0.1736 (0.1654)  loss_bbox_aux_2: 0.1698 (0.1633)  loss_bbox_aux_3: 0.1674 (0.1615)  loss_bbox_aux_4: 0.1673 (0.1610)  loss_bbox_aux_5: 0.2218 (0.2155)  loss_bbox_dn_0: 0.2793 (0.2898)  loss_bbox_dn_1: 0.2124 (0.2193)  loss_bbox_dn_2: 0.1903 (0.1971)  loss_bbox_dn_3: 0.1890 (0.1900)  loss_bbox_dn_4: 0.1867 (0.1885)  loss_bbox_dn_5: 0.1866 (0.1885)  loss_giou: 0.4175 (0.4829)  loss_giou_aux_0: 0.4626 (0.5085)  loss_giou_aux_1: 0.4366 (0.4926)  loss_giou_aux_2: 0.4210 (0.4882)  loss_giou_aux_3: 0.4251 (0.4839)  loss_giou_aux_4: 0.4261 (0.4830)  loss_giou_aux_5: 0.5087 (0.5778)  loss_giou_dn_0: 0.5494 (0.6012)  loss_giou_dn_1: 0.4333 (0.4953)  loss_giou_dn_2: 0.4105 (0.4663)  loss_giou_dn_3: 0.4035 (0.4577)  loss_giou_dn_4: 0.4034 (0.4557)  loss_giou_dn_5: 0.4034 (0.4558)  loss_vfl: 0.6871 (0.6996)  loss_vfl_aux_0: 0.8171 (0.8171)  loss_vfl_aux_1: 0.7494 (0.7642)  loss_vfl_aux_2: 0.7118 (0.7260)  loss_vfl_aux_3: 0.7025 (0.7112)  loss_vfl_aux_4: 0.6855 (0.7029)  loss_vfl_aux_5: 0.8034 (0.7896)  loss_vfl_dn_0: 0.4613 (0.4611)  loss_vfl_dn_1: 0.3954 (0.3966)  loss_vfl_dn_2: 0.3813 (0.3804)  loss_vfl_dn_3: 0.3746 (0.3728)  loss_vfl_dn_4: 0.3698 (0.3699)  loss_vfl_dn_5: 0.3672 (0.3691)  time: 0.4684  data: 0.0141  max mem: 5654
Epoch: [29]  [1300/7393]  eta: 0:48:47  lr: 0.000010  loss: 16.3638 (16.4995)  loss_bbox: 0.1608 (0.1613)  loss_bbox_aux_0: 0.1701 (0.1749)  loss_bbox_aux_1: 0.1645 (0.1655)  loss_bbox_aux_2: 0.1528 (0.1636)  loss_bbox_aux_3: 0.1603 (0.1618)  loss_bbox_aux_4: 0.1619 (0.1612)  loss_bbox_aux_5: 0.2204 (0.2156)  loss_bbox_dn_0: 0.2766 (0.2902)  loss_bbox_dn_1: 0.2218 (0.2199)  loss_bbox_dn_2: 0.2072 (0.1977)  loss_bbox_dn_3: 0.2009 (0.1906)  loss_bbox_dn_4: 0.1999 (0.1891)  loss_bbox_dn_5: 0.1998 (0.1891)  loss_giou: 0.4912 (0.4831)  loss_giou_aux_0: 0.5119 (0.5088)  loss_giou_aux_1: 0.4951 (0.4929)  loss_giou_aux_2: 0.4931 (0.4886)  loss_giou_aux_3: 0.4851 (0.4842)  loss_giou_aux_4: 0.4951 (0.4831)  loss_giou_aux_5: 0.5723 (0.5777)  loss_giou_dn_0: 0.6082 (0.6016)  loss_giou_dn_1: 0.4980 (0.4957)  loss_giou_dn_2: 0.4704 (0.4668)  loss_giou_dn_3: 0.4650 (0.4582)  loss_giou_dn_4: 0.4625 (0.4562)  loss_giou_dn_5: 0.4628 (0.4563)  loss_vfl: 0.6921 (0.7003)  loss_vfl_aux_0: 0.7805 (0.8172)  loss_vfl_aux_1: 0.7399 (0.7646)  loss_vfl_aux_2: 0.7280 (0.7263)  loss_vfl_aux_3: 0.7121 (0.7118)  loss_vfl_aux_4: 0.7068 (0.7037)  loss_vfl_aux_5: 0.7671 (0.7900)  loss_vfl_dn_0: 0.4627 (0.4612)  loss_vfl_dn_1: 0.3967 (0.3968)  loss_vfl_dn_2: 0.3818 (0.3808)  loss_vfl_dn_3: 0.3709 (0.3732)  loss_vfl_dn_4: 0.3722 (0.3703)  loss_vfl_dn_5: 0.3725 (0.3695)  time: 0.4834  data: 0.0139  max mem: 5654
Epoch: [29]  [1400/7393]  eta: 0:47:55  lr: 0.000010  loss: 16.2341 (16.4923)  loss_bbox: 0.1430 (0.1613)  loss_bbox_aux_0: 0.1634 (0.1750)  loss_bbox_aux_1: 0.1495 (0.1656)  loss_bbox_aux_2: 0.1445 (0.1636)  loss_bbox_aux_3: 0.1417 (0.1617)  loss_bbox_aux_4: 0.1464 (0.1612)  loss_bbox_aux_5: 0.1965 (0.2158)  loss_bbox_dn_0: 0.2684 (0.2909)  loss_bbox_dn_1: 0.2020 (0.2204)  loss_bbox_dn_2: 0.1805 (0.1981)  loss_bbox_dn_3: 0.1742 (0.1909)  loss_bbox_dn_4: 0.1729 (0.1894)  loss_bbox_dn_5: 0.1729 (0.1894)  loss_giou: 0.4466 (0.4828)  loss_giou_aux_0: 0.4819 (0.5082)  loss_giou_aux_1: 0.4517 (0.4925)  loss_giou_aux_2: 0.4505 (0.4880)  loss_giou_aux_3: 0.4468 (0.4838)  loss_giou_aux_4: 0.4471 (0.4828)  loss_giou_aux_5: 0.5603 (0.5774)  loss_giou_dn_0: 0.5785 (0.6013)  loss_giou_dn_1: 0.4732 (0.4955)  loss_giou_dn_2: 0.4451 (0.4666)  loss_giou_dn_3: 0.4311 (0.4580)  loss_giou_dn_4: 0.4280 (0.4559)  loss_giou_dn_5: 0.4284 (0.4561)  loss_vfl: 0.7079 (0.6996)  loss_vfl_aux_0: 0.8024 (0.8163)  loss_vfl_aux_1: 0.7715 (0.7635)  loss_vfl_aux_2: 0.7435 (0.7257)  loss_vfl_aux_3: 0.7305 (0.7111)  loss_vfl_aux_4: 0.7181 (0.7028)  loss_vfl_aux_5: 0.7799 (0.7898)  loss_vfl_dn_0: 0.4634 (0.4613)  loss_vfl_dn_1: 0.3941 (0.3968)  loss_vfl_dn_2: 0.3773 (0.3807)  loss_vfl_dn_3: 0.3688 (0.3731)  loss_vfl_dn_4: 0.3650 (0.3702)  loss_vfl_dn_5: 0.3634 (0.3694)  time: 0.4789  data: 0.0148  max mem: 5654
Epoch: [29]  [1500/7393]  eta: 0:47:05  lr: 0.000010  loss: 16.7553 (16.4973)  loss_bbox: 0.1524 (0.1612)  loss_bbox_aux_0: 0.1684 (0.1752)  loss_bbox_aux_1: 0.1581 (0.1657)  loss_bbox_aux_2: 0.1542 (0.1636)  loss_bbox_aux_3: 0.1520 (0.1617)  loss_bbox_aux_4: 0.1530 (0.1611)  loss_bbox_aux_5: 0.2001 (0.2159)  loss_bbox_dn_0: 0.2707 (0.2909)  loss_bbox_dn_1: 0.2096 (0.2203)  loss_bbox_dn_2: 0.1910 (0.1981)  loss_bbox_dn_3: 0.1868 (0.1909)  loss_bbox_dn_4: 0.1847 (0.1893)  loss_bbox_dn_5: 0.1847 (0.1893)  loss_giou: 0.4928 (0.4831)  loss_giou_aux_0: 0.5138 (0.5084)  loss_giou_aux_1: 0.5024 (0.4928)  loss_giou_aux_2: 0.4938 (0.4882)  loss_giou_aux_3: 0.4958 (0.4840)  loss_giou_aux_4: 0.4923 (0.4831)  loss_giou_aux_5: 0.5710 (0.5776)  loss_giou_dn_0: 0.6321 (0.6018)  loss_giou_dn_1: 0.5162 (0.4958)  loss_giou_dn_2: 0.4845 (0.4670)  loss_giou_dn_3: 0.4763 (0.4583)  loss_giou_dn_4: 0.4719 (0.4562)  loss_giou_dn_5: 0.4721 (0.4564)  loss_vfl: 0.7419 (0.6998)  loss_vfl_aux_0: 0.8129 (0.8164)  loss_vfl_aux_1: 0.7796 (0.7633)  loss_vfl_aux_2: 0.7513 (0.7260)  loss_vfl_aux_3: 0.7173 (0.7112)  loss_vfl_aux_4: 0.7177 (0.7029)  loss_vfl_aux_5: 0.7766 (0.7898)  loss_vfl_dn_0: 0.4594 (0.4614)  loss_vfl_dn_1: 0.4025 (0.3969)  loss_vfl_dn_2: 0.3821 (0.3808)  loss_vfl_dn_3: 0.3776 (0.3732)  loss_vfl_dn_4: 0.3741 (0.3703)  loss_vfl_dn_5: 0.3715 (0.3695)  time: 0.4759  data: 0.0146  max mem: 5654
Epoch: [29]  [1600/7393]  eta: 0:46:38  lr: 0.000010  loss: 15.9391 (16.4922)  loss_bbox: 0.1536 (0.1610)  loss_bbox_aux_0: 0.1685 (0.1750)  loss_bbox_aux_1: 0.1626 (0.1655)  loss_bbox_aux_2: 0.1599 (0.1634)  loss_bbox_aux_3: 0.1507 (0.1616)  loss_bbox_aux_4: 0.1549 (0.1610)  loss_bbox_aux_5: 0.2111 (0.2155)  loss_bbox_dn_0: 0.2732 (0.2903)  loss_bbox_dn_1: 0.2051 (0.2199)  loss_bbox_dn_2: 0.1867 (0.1977)  loss_bbox_dn_3: 0.1770 (0.1905)  loss_bbox_dn_4: 0.1750 (0.1890)  loss_bbox_dn_5: 0.1749 (0.1890)  loss_giou: 0.4446 (0.4832)  loss_giou_aux_0: 0.4633 (0.5085)  loss_giou_aux_1: 0.4573 (0.4929)  loss_giou_aux_2: 0.4449 (0.4883)  loss_giou_aux_3: 0.4568 (0.4842)  loss_giou_aux_4: 0.4528 (0.4832)  loss_giou_aux_5: 0.5217 (0.5773)  loss_giou_dn_0: 0.5630 (0.6016)  loss_giou_dn_1: 0.4591 (0.4958)  loss_giou_dn_2: 0.4274 (0.4670)  loss_giou_dn_3: 0.4209 (0.4583)  loss_giou_dn_4: 0.4193 (0.4563)  loss_giou_dn_5: 0.4193 (0.4564)  loss_vfl: 0.6864 (0.6998)  loss_vfl_aux_0: 0.8056 (0.8159)  loss_vfl_aux_1: 0.7470 (0.7626)  loss_vfl_aux_2: 0.7107 (0.7261)  loss_vfl_aux_3: 0.6980 (0.7109)  loss_vfl_aux_4: 0.6989 (0.7029)  loss_vfl_aux_5: 0.7855 (0.7902)  loss_vfl_dn_0: 0.4593 (0.4612)  loss_vfl_dn_1: 0.3938 (0.3968)  loss_vfl_dn_2: 0.3785 (0.3806)  loss_vfl_dn_3: 0.3745 (0.3731)  loss_vfl_dn_4: 0.3710 (0.3703)  loss_vfl_dn_5: 0.3700 (0.3694)  time: 0.4774  data: 0.0139  max mem: 5654
Epoch: [29]  [1700/7393]  eta: 0:45:45  lr: 0.000010  loss: 16.2924 (16.4874)  loss_bbox: 0.1615 (0.1610)  loss_bbox_aux_0: 0.1774 (0.1748)  loss_bbox_aux_1: 0.1720 (0.1656)  loss_bbox_aux_2: 0.1599 (0.1633)  loss_bbox_aux_3: 0.1622 (0.1615)  loss_bbox_aux_4: 0.1615 (0.1610)  loss_bbox_aux_5: 0.2083 (0.2153)  loss_bbox_dn_0: 0.2726 (0.2897)  loss_bbox_dn_1: 0.1989 (0.2195)  loss_bbox_dn_2: 0.1822 (0.1972)  loss_bbox_dn_3: 0.1788 (0.1901)  loss_bbox_dn_4: 0.1712 (0.1885)  loss_bbox_dn_5: 0.1712 (0.1885)  loss_giou: 0.4620 (0.4838)  loss_giou_aux_0: 0.4910 (0.5091)  loss_giou_aux_1: 0.4840 (0.4936)  loss_giou_aux_2: 0.4707 (0.4888)  loss_giou_aux_3: 0.4709 (0.4848)  loss_giou_aux_4: 0.4678 (0.4839)  loss_giou_aux_5: 0.5484 (0.5777)  loss_giou_dn_0: 0.5823 (0.6020)  loss_giou_dn_1: 0.4808 (0.4962)  loss_giou_dn_2: 0.4538 (0.4674)  loss_giou_dn_3: 0.4433 (0.4587)  loss_giou_dn_4: 0.4376 (0.4566)  loss_giou_dn_5: 0.4376 (0.4568)  loss_vfl: 0.6608 (0.6986)  loss_vfl_aux_0: 0.7880 (0.8146)  loss_vfl_aux_1: 0.7419 (0.7615)  loss_vfl_aux_2: 0.7091 (0.7250)  loss_vfl_aux_3: 0.6861 (0.7100)  loss_vfl_aux_4: 0.6598 (0.7015)  loss_vfl_aux_5: 0.7823 (0.7896)  loss_vfl_dn_0: 0.4645 (0.4610)  loss_vfl_dn_1: 0.3955 (0.3968)  loss_vfl_dn_2: 0.3788 (0.3806)  loss_vfl_dn_3: 0.3717 (0.3731)  loss_vfl_dn_4: 0.3686 (0.3703)  loss_vfl_dn_5: 0.3681 (0.3695)  time: 0.4765  data: 0.0141  max mem: 5654
Epoch: [29]  [1800/7393]  eta: 0:44:53  lr: 0.000010  loss: 16.5254 (16.4878)  loss_bbox: 0.1531 (0.1608)  loss_bbox_aux_0: 0.1670 (0.1748)  loss_bbox_aux_1: 0.1584 (0.1655)  loss_bbox_aux_2: 0.1498 (0.1632)  loss_bbox_aux_3: 0.1541 (0.1614)  loss_bbox_aux_4: 0.1517 (0.1608)  loss_bbox_aux_5: 0.2015 (0.2152)  loss_bbox_dn_0: 0.2530 (0.2891)  loss_bbox_dn_1: 0.1963 (0.2191)  loss_bbox_dn_2: 0.1736 (0.1968)  loss_bbox_dn_3: 0.1726 (0.1897)  loss_bbox_dn_4: 0.1682 (0.1881)  loss_bbox_dn_5: 0.1682 (0.1881)  loss_giou: 0.4670 (0.4848)  loss_giou_aux_0: 0.4968 (0.5102)  loss_giou_aux_1: 0.4863 (0.4949)  loss_giou_aux_2: 0.4672 (0.4899)  loss_giou_aux_3: 0.4756 (0.4859)  loss_giou_aux_4: 0.4666 (0.4850)  loss_giou_aux_5: 0.5793 (0.5789)  loss_giou_dn_0: 0.5790 (0.6023)  loss_giou_dn_1: 0.4754 (0.4965)  loss_giou_dn_2: 0.4417 (0.4677)  loss_giou_dn_3: 0.4338 (0.4590)  loss_giou_dn_4: 0.4310 (0.4569)  loss_giou_dn_5: 0.4309 (0.4571)  loss_vfl: 0.6804 (0.6980)  loss_vfl_aux_0: 0.7708 (0.8136)  loss_vfl_aux_1: 0.7158 (0.7602)  loss_vfl_aux_2: 0.6982 (0.7242)  loss_vfl_aux_3: 0.6822 (0.7091)  loss_vfl_aux_4: 0.6710 (0.7008)  loss_vfl_aux_5: 0.7294 (0.7887)  loss_vfl_dn_0: 0.4571 (0.4608)  loss_vfl_dn_1: 0.3955 (0.3967)  loss_vfl_dn_2: 0.3812 (0.3807)  loss_vfl_dn_3: 0.3756 (0.3732)  loss_vfl_dn_4: 0.3714 (0.3704)  loss_vfl_dn_5: 0.3717 (0.3696)  time: 0.4672  data: 0.0148  max mem: 5654
Epoch: [29]  [1900/7393]  eta: 0:44:01  lr: 0.000010  loss: 15.6841 (16.4794)  loss_bbox: 0.1455 (0.1605)  loss_bbox_aux_0: 0.1597 (0.1744)  loss_bbox_aux_1: 0.1567 (0.1652)  loss_bbox_aux_2: 0.1536 (0.1628)  loss_bbox_aux_3: 0.1506 (0.1610)  loss_bbox_aux_4: 0.1463 (0.1604)  loss_bbox_aux_5: 0.2068 (0.2148)  loss_bbox_dn_0: 0.2823 (0.2885)  loss_bbox_dn_1: 0.2133 (0.2184)  loss_bbox_dn_2: 0.1821 (0.1962)  loss_bbox_dn_3: 0.1747 (0.1891)  loss_bbox_dn_4: 0.1730 (0.1876)  loss_bbox_dn_5: 0.1729 (0.1876)  loss_giou: 0.4280 (0.4850)  loss_giou_aux_0: 0.4475 (0.5104)  loss_giou_aux_1: 0.4281 (0.4950)  loss_giou_aux_2: 0.4350 (0.4901)  loss_giou_aux_3: 0.4312 (0.4860)  loss_giou_aux_4: 0.4280 (0.4852)  loss_giou_aux_5: 0.5322 (0.5793)  loss_giou_dn_0: 0.5823 (0.6020)  loss_giou_dn_1: 0.4667 (0.4963)  loss_giou_dn_2: 0.4312 (0.4674)  loss_giou_dn_3: 0.4277 (0.4588)  loss_giou_dn_4: 0.4254 (0.4567)  loss_giou_dn_5: 0.4257 (0.4569)  loss_vfl: 0.6980 (0.6976)  loss_vfl_aux_0: 0.8488 (0.8134)  loss_vfl_aux_1: 0.7924 (0.7598)  loss_vfl_aux_2: 0.7324 (0.7239)  loss_vfl_aux_3: 0.7270 (0.7091)  loss_vfl_aux_4: 0.7196 (0.7006)  loss_vfl_aux_5: 0.7959 (0.7882)  loss_vfl_dn_0: 0.4638 (0.4609)  loss_vfl_dn_1: 0.3969 (0.3968)  loss_vfl_dn_2: 0.3769 (0.3807)  loss_vfl_dn_3: 0.3669 (0.3731)  loss_vfl_dn_4: 0.3692 (0.3704)  loss_vfl_dn_5: 0.3683 (0.3696)  time: 0.4609  data: 0.0139  max mem: 5654
Epoch: [29]  [2000/7393]  eta: 0:43:10  lr: 0.000010  loss: 16.3728 (16.4773)  loss_bbox: 0.1486 (0.1603)  loss_bbox_aux_0: 0.1703 (0.1742)  loss_bbox_aux_1: 0.1540 (0.1650)  loss_bbox_aux_2: 0.1538 (0.1627)  loss_bbox_aux_3: 0.1499 (0.1609)  loss_bbox_aux_4: 0.1475 (0.1603)  loss_bbox_aux_5: 0.2018 (0.2146)  loss_bbox_dn_0: 0.2690 (0.2881)  loss_bbox_dn_1: 0.2063 (0.2181)  loss_bbox_dn_2: 0.1793 (0.1959)  loss_bbox_dn_3: 0.1709 (0.1888)  loss_bbox_dn_4: 0.1712 (0.1873)  loss_bbox_dn_5: 0.1712 (0.1873)  loss_giou: 0.4633 (0.4850)  loss_giou_aux_0: 0.4810 (0.5103)  loss_giou_aux_1: 0.4641 (0.4949)  loss_giou_aux_2: 0.4715 (0.4901)  loss_giou_aux_3: 0.4626 (0.4860)  loss_giou_aux_4: 0.4677 (0.4851)  loss_giou_aux_5: 0.5606 (0.5790)  loss_giou_dn_0: 0.5922 (0.6020)  loss_giou_dn_1: 0.4875 (0.4964)  loss_giou_dn_2: 0.4520 (0.4674)  loss_giou_dn_3: 0.4452 (0.4588)  loss_giou_dn_4: 0.4424 (0.4567)  loss_giou_dn_5: 0.4421 (0.4569)  loss_vfl: 0.6898 (0.6974)  loss_vfl_aux_0: 0.8313 (0.8139)  loss_vfl_aux_1: 0.7763 (0.7602)  loss_vfl_aux_2: 0.7239 (0.7237)  loss_vfl_aux_3: 0.7059 (0.7089)  loss_vfl_aux_4: 0.6997 (0.7004)  loss_vfl_aux_5: 0.8083 (0.7888)  loss_vfl_dn_0: 0.4596 (0.4609)  loss_vfl_dn_1: 0.3972 (0.3968)  loss_vfl_dn_2: 0.3805 (0.3807)  loss_vfl_dn_3: 0.3733 (0.3733)  loss_vfl_dn_4: 0.3699 (0.3705)  loss_vfl_dn_5: 0.3698 (0.3697)  time: 0.4750  data: 0.0138  max mem: 5654
Epoch: [29]  [2100/7393]  eta: 0:42:20  lr: 0.000010  loss: 16.0906 (16.4809)  loss_bbox: 0.1546 (0.1602)  loss_bbox_aux_0: 0.1737 (0.1743)  loss_bbox_aux_1: 0.1630 (0.1650)  loss_bbox_aux_2: 0.1615 (0.1627)  loss_bbox_aux_3: 0.1657 (0.1608)  loss_bbox_aux_4: 0.1645 (0.1603)  loss_bbox_aux_5: 0.1980 (0.2145)  loss_bbox_dn_0: 0.2613 (0.2880)  loss_bbox_dn_1: 0.1946 (0.2182)  loss_bbox_dn_2: 0.1723 (0.1960)  loss_bbox_dn_3: 0.1657 (0.1889)  loss_bbox_dn_4: 0.1646 (0.1874)  loss_bbox_dn_5: 0.1647 (0.1874)  loss_giou: 0.4526 (0.4852)  loss_giou_aux_0: 0.4783 (0.5105)  loss_giou_aux_1: 0.4587 (0.4951)  loss_giou_aux_2: 0.4570 (0.4903)  loss_giou_aux_3: 0.4556 (0.4862)  loss_giou_aux_4: 0.4448 (0.4854)  loss_giou_aux_5: 0.5330 (0.5793)  loss_giou_dn_0: 0.5717 (0.6020)  loss_giou_dn_1: 0.4638 (0.4966)  loss_giou_dn_2: 0.4419 (0.4676)  loss_giou_dn_3: 0.4366 (0.4590)  loss_giou_dn_4: 0.4345 (0.4569)  loss_giou_dn_5: 0.4345 (0.4571)  loss_vfl: 0.6484 (0.6977)  loss_vfl_aux_0: 0.7555 (0.8136)  loss_vfl_aux_1: 0.7005 (0.7602)  loss_vfl_aux_2: 0.6711 (0.7239)  loss_vfl_aux_3: 0.6663 (0.7091)  loss_vfl_aux_4: 0.6547 (0.7007)  loss_vfl_aux_5: 0.7621 (0.7889)  loss_vfl_dn_0: 0.4645 (0.4609)  loss_vfl_dn_1: 0.3966 (0.3969)  loss_vfl_dn_2: 0.3793 (0.3808)  loss_vfl_dn_3: 0.3702 (0.3733)  loss_vfl_dn_4: 0.3690 (0.3705)  loss_vfl_dn_5: 0.3685 (0.3697)  time: 0.4770  data: 0.0141  max mem: 5654
Epoch: [29]  [2200/7393]  eta: 0:41:46  lr: 0.000010  loss: 16.4892 (16.4801)  loss_bbox: 0.1529 (0.1602)  loss_bbox_aux_0: 0.1615 (0.1742)  loss_bbox_aux_1: 0.1548 (0.1649)  loss_bbox_aux_2: 0.1460 (0.1626)  loss_bbox_aux_3: 0.1535 (0.1608)  loss_bbox_aux_4: 0.1528 (0.1602)  loss_bbox_aux_5: 0.1966 (0.2142)  loss_bbox_dn_0: 0.2761 (0.2877)  loss_bbox_dn_1: 0.2096 (0.2180)  loss_bbox_dn_2: 0.1917 (0.1958)  loss_bbox_dn_3: 0.1854 (0.1887)  loss_bbox_dn_4: 0.1873 (0.1872)  loss_bbox_dn_5: 0.1873 (0.1872)  loss_giou: 0.4479 (0.4852)  loss_giou_aux_0: 0.4507 (0.5104)  loss_giou_aux_1: 0.4456 (0.4950)  loss_giou_aux_2: 0.4467 (0.4902)  loss_giou_aux_3: 0.4409 (0.4862)  loss_giou_aux_4: 0.4475 (0.4853)  loss_giou_aux_5: 0.5189 (0.5791)  loss_giou_dn_0: 0.5776 (0.6019)  loss_giou_dn_1: 0.4709 (0.4965)  loss_giou_dn_2: 0.4408 (0.4675)  loss_giou_dn_3: 0.4295 (0.4589)  loss_giou_dn_4: 0.4281 (0.4568)  loss_giou_dn_5: 0.4283 (0.4570)  loss_vfl: 0.7049 (0.6980)  loss_vfl_aux_0: 0.8168 (0.8137)  loss_vfl_aux_1: 0.7886 (0.7605)  loss_vfl_aux_2: 0.7364 (0.7244)  loss_vfl_aux_3: 0.7186 (0.7094)  loss_vfl_aux_4: 0.7032 (0.7011)  loss_vfl_aux_5: 0.8026 (0.7890)  loss_vfl_dn_0: 0.4652 (0.4610)  loss_vfl_dn_1: 0.4055 (0.3969)  loss_vfl_dn_2: 0.3873 (0.3808)  loss_vfl_dn_3: 0.3827 (0.3734)  loss_vfl_dn_4: 0.3780 (0.3706)  loss_vfl_dn_5: 0.3779 (0.3698)  time: 0.8081  data: 0.0138  max mem: 5654
Epoch: [29]  [2300/7393]  eta: 0:40:57  lr: 0.000010  loss: 16.1302 (16.4705)  loss_bbox: 0.1649 (0.1602)  loss_bbox_aux_0: 0.1810 (0.1741)  loss_bbox_aux_1: 0.1764 (0.1649)  loss_bbox_aux_2: 0.1705 (0.1625)  loss_bbox_aux_3: 0.1658 (0.1607)  loss_bbox_aux_4: 0.1612 (0.1602)  loss_bbox_aux_5: 0.2289 (0.2140)  loss_bbox_dn_0: 0.2802 (0.2874)  loss_bbox_dn_1: 0.2197 (0.2176)  loss_bbox_dn_2: 0.2015 (0.1955)  loss_bbox_dn_3: 0.1937 (0.1884)  loss_bbox_dn_4: 0.1887 (0.1869)  loss_bbox_dn_5: 0.1887 (0.1869)  loss_giou: 0.4687 (0.4849)  loss_giou_aux_0: 0.4726 (0.5101)  loss_giou_aux_1: 0.4791 (0.4948)  loss_giou_aux_2: 0.4782 (0.4899)  loss_giou_aux_3: 0.4770 (0.4859)  loss_giou_aux_4: 0.4743 (0.4851)  loss_giou_aux_5: 0.5366 (0.5786)  loss_giou_dn_0: 0.5819 (0.6016)  loss_giou_dn_1: 0.4675 (0.4961)  loss_giou_dn_2: 0.4430 (0.4672)  loss_giou_dn_3: 0.4353 (0.4585)  loss_giou_dn_4: 0.4327 (0.4565)  loss_giou_dn_5: 0.4327 (0.4566)  loss_vfl: 0.7009 (0.6975)  loss_vfl_aux_0: 0.8300 (0.8137)  loss_vfl_aux_1: 0.7455 (0.7601)  loss_vfl_aux_2: 0.7297 (0.7240)  loss_vfl_aux_3: 0.7093 (0.7088)  loss_vfl_aux_4: 0.6978 (0.7006)  loss_vfl_aux_5: 0.8009 (0.7891)  loss_vfl_dn_0: 0.4621 (0.4609)  loss_vfl_dn_1: 0.3908 (0.3968)  loss_vfl_dn_2: 0.3804 (0.3807)  loss_vfl_dn_3: 0.3742 (0.3732)  loss_vfl_dn_4: 0.3711 (0.3704)  loss_vfl_dn_5: 0.3703 (0.3696)  time: 0.4785  data: 0.0143  max mem: 5654
Epoch: [29]  [2400/7393]  eta: 0:40:07  lr: 0.000010  loss: 16.7597 (16.4778)  loss_bbox: 0.1680 (0.1603)  loss_bbox_aux_0: 0.1792 (0.1742)  loss_bbox_aux_1: 0.1706 (0.1650)  loss_bbox_aux_2: 0.1702 (0.1625)  loss_bbox_aux_3: 0.1673 (0.1608)  loss_bbox_aux_4: 0.1682 (0.1603)  loss_bbox_aux_5: 0.2149 (0.2142)  loss_bbox_dn_0: 0.2977 (0.2878)  loss_bbox_dn_1: 0.2206 (0.2180)  loss_bbox_dn_2: 0.2034 (0.1957)  loss_bbox_dn_3: 0.1952 (0.1887)  loss_bbox_dn_4: 0.1891 (0.1872)  loss_bbox_dn_5: 0.1891 (0.1872)  loss_giou: 0.4953 (0.4850)  loss_giou_aux_0: 0.5216 (0.5101)  loss_giou_aux_1: 0.5024 (0.4948)  loss_giou_aux_2: 0.4961 (0.4899)  loss_giou_aux_3: 0.4992 (0.4860)  loss_giou_aux_4: 0.4959 (0.4851)  loss_giou_aux_5: 0.5932 (0.5785)  loss_giou_dn_0: 0.6298 (0.6017)  loss_giou_dn_1: 0.5125 (0.4963)  loss_giou_dn_2: 0.4890 (0.4673)  loss_giou_dn_3: 0.4815 (0.4586)  loss_giou_dn_4: 0.4784 (0.4566)  loss_giou_dn_5: 0.4788 (0.4567)  loss_vfl: 0.7141 (0.6980)  loss_vfl_aux_0: 0.8117 (0.8145)  loss_vfl_aux_1: 0.7599 (0.7607)  loss_vfl_aux_2: 0.7384 (0.7246)  loss_vfl_aux_3: 0.7061 (0.7092)  loss_vfl_aux_4: 0.7103 (0.7010)  loss_vfl_aux_5: 0.7833 (0.7897)  loss_vfl_dn_0: 0.4623 (0.4609)  loss_vfl_dn_1: 0.4067 (0.3968)  loss_vfl_dn_2: 0.3835 (0.3807)  loss_vfl_dn_3: 0.3776 (0.3732)  loss_vfl_dn_4: 0.3778 (0.3704)  loss_vfl_dn_5: 0.3768 (0.3696)  time: 0.4745  data: 0.0138  max mem: 5654
Epoch: [29]  [2500/7393]  eta: 0:39:18  lr: 0.000010  loss: 16.4632 (16.4765)  loss_bbox: 0.1508 (0.1606)  loss_bbox_aux_0: 0.1744 (0.1747)  loss_bbox_aux_1: 0.1677 (0.1654)  loss_bbox_aux_2: 0.1687 (0.1628)  loss_bbox_aux_3: 0.1585 (0.1611)  loss_bbox_aux_4: 0.1530 (0.1606)  loss_bbox_aux_5: 0.2338 (0.2147)  loss_bbox_dn_0: 0.2983 (0.2883)  loss_bbox_dn_1: 0.2412 (0.2184)  loss_bbox_dn_2: 0.2143 (0.1961)  loss_bbox_dn_3: 0.2021 (0.1891)  loss_bbox_dn_4: 0.1969 (0.1876)  loss_bbox_dn_5: 0.1975 (0.1875)  loss_giou: 0.4486 (0.4845)  loss_giou_aux_0: 0.4549 (0.5098)  loss_giou_aux_1: 0.4581 (0.4945)  loss_giou_aux_2: 0.4510 (0.4895)  loss_giou_aux_3: 0.4454 (0.4855)  loss_giou_aux_4: 0.4484 (0.4847)  loss_giou_aux_5: 0.5268 (0.5781)  loss_giou_dn_0: 0.5896 (0.6014)  loss_giou_dn_1: 0.4860 (0.4960)  loss_giou_dn_2: 0.4472 (0.4669)  loss_giou_dn_3: 0.4372 (0.4583)  loss_giou_dn_4: 0.4374 (0.4562)  loss_giou_dn_5: 0.4374 (0.4564)  loss_vfl: 0.7004 (0.6977)  loss_vfl_aux_0: 0.8337 (0.8144)  loss_vfl_aux_1: 0.7683 (0.7604)  loss_vfl_aux_2: 0.7423 (0.7245)  loss_vfl_aux_3: 0.7252 (0.7091)  loss_vfl_aux_4: 0.7149 (0.7007)  loss_vfl_aux_5: 0.7889 (0.7897)  loss_vfl_dn_0: 0.4542 (0.4610)  loss_vfl_dn_1: 0.3960 (0.3968)  loss_vfl_dn_2: 0.3795 (0.3807)  loss_vfl_dn_3: 0.3719 (0.3731)  loss_vfl_dn_4: 0.3691 (0.3703)  loss_vfl_dn_5: 0.3680 (0.3695)  time: 0.4771  data: 0.0142  max mem: 5654
Epoch: [29]  [2600/7393]  eta: 0:38:28  lr: 0.000010  loss: 15.7649 (16.4796)  loss_bbox: 0.1518 (0.1606)  loss_bbox_aux_0: 0.1596 (0.1747)  loss_bbox_aux_1: 0.1560 (0.1655)  loss_bbox_aux_2: 0.1527 (0.1628)  loss_bbox_aux_3: 0.1519 (0.1611)  loss_bbox_aux_4: 0.1514 (0.1606)  loss_bbox_aux_5: 0.2142 (0.2147)  loss_bbox_dn_0: 0.2783 (0.2884)  loss_bbox_dn_1: 0.2176 (0.2185)  loss_bbox_dn_2: 0.1920 (0.1962)  loss_bbox_dn_3: 0.1847 (0.1891)  loss_bbox_dn_4: 0.1827 (0.1876)  loss_bbox_dn_5: 0.1828 (0.1876)  loss_giou: 0.4265 (0.4848)  loss_giou_aux_0: 0.4625 (0.5102)  loss_giou_aux_1: 0.4461 (0.4948)  loss_giou_aux_2: 0.4435 (0.4897)  loss_giou_aux_3: 0.4354 (0.4858)  loss_giou_aux_4: 0.4261 (0.4849)  loss_giou_aux_5: 0.5206 (0.5784)  loss_giou_dn_0: 0.5791 (0.6019)  loss_giou_dn_1: 0.4716 (0.4964)  loss_giou_dn_2: 0.4509 (0.4673)  loss_giou_dn_3: 0.4390 (0.4587)  loss_giou_dn_4: 0.4384 (0.4566)  loss_giou_dn_5: 0.4386 (0.4568)  loss_vfl: 0.7103 (0.6974)  loss_vfl_aux_0: 0.8040 (0.8141)  loss_vfl_aux_1: 0.7746 (0.7599)  loss_vfl_aux_2: 0.7267 (0.7244)  loss_vfl_aux_3: 0.7205 (0.7087)  loss_vfl_aux_4: 0.7157 (0.7005)  loss_vfl_aux_5: 0.7811 (0.7895)  loss_vfl_dn_0: 0.4633 (0.4610)  loss_vfl_dn_1: 0.3998 (0.3968)  loss_vfl_dn_2: 0.3800 (0.3807)  loss_vfl_dn_3: 0.3760 (0.3731)  loss_vfl_dn_4: 0.3743 (0.3704)  loss_vfl_dn_5: 0.3734 (0.3696)  time: 0.4758  data: 0.0142  max mem: 5654
Epoch: [29]  [2700/7393]  eta: 0:37:51  lr: 0.000010  loss: 15.8883 (16.4773)  loss_bbox: 0.1660 (0.1605)  loss_bbox_aux_0: 0.1786 (0.1746)  loss_bbox_aux_1: 0.1633 (0.1653)  loss_bbox_aux_2: 0.1678 (0.1627)  loss_bbox_aux_3: 0.1579 (0.1610)  loss_bbox_aux_4: 0.1655 (0.1605)  loss_bbox_aux_5: 0.2170 (0.2147)  loss_bbox_dn_0: 0.2867 (0.2882)  loss_bbox_dn_1: 0.2100 (0.2182)  loss_bbox_dn_2: 0.1847 (0.1959)  loss_bbox_dn_3: 0.1789 (0.1888)  loss_bbox_dn_4: 0.1742 (0.1873)  loss_bbox_dn_5: 0.1741 (0.1873)  loss_giou: 0.4463 (0.4849)  loss_giou_aux_0: 0.4680 (0.5103)  loss_giou_aux_1: 0.4573 (0.4948)  loss_giou_aux_2: 0.4515 (0.4898)  loss_giou_aux_3: 0.4471 (0.4860)  loss_giou_aux_4: 0.4480 (0.4851)  loss_giou_aux_5: 0.5386 (0.5785)  loss_giou_dn_0: 0.5767 (0.6022)  loss_giou_dn_1: 0.4650 (0.4966)  loss_giou_dn_2: 0.4351 (0.4675)  loss_giou_dn_3: 0.4259 (0.4588)  loss_giou_dn_4: 0.4241 (0.4568)  loss_giou_dn_5: 0.4241 (0.4570)  loss_vfl: 0.6613 (0.6971)  loss_vfl_aux_0: 0.8123 (0.8136)  loss_vfl_aux_1: 0.7543 (0.7597)  loss_vfl_aux_2: 0.7026 (0.7241)  loss_vfl_aux_3: 0.6783 (0.7083)  loss_vfl_aux_4: 0.6663 (0.7001)  loss_vfl_aux_5: 0.8145 (0.7891)  loss_vfl_dn_0: 0.4589 (0.4610)  loss_vfl_dn_1: 0.3893 (0.3969)  loss_vfl_dn_2: 0.3737 (0.3808)  loss_vfl_dn_3: 0.3638 (0.3732)  loss_vfl_dn_4: 0.3605 (0.3704)  loss_vfl_dn_5: 0.3593 (0.3697)  time: 0.8024  data: 0.0139  max mem: 5654
Epoch: [29]  [2800/7393]  eta: 0:37:01  lr: 0.000010  loss: 16.5369 (16.4798)  loss_bbox: 0.1502 (0.1603)  loss_bbox_aux_0: 0.1530 (0.1743)  loss_bbox_aux_1: 0.1567 (0.1651)  loss_bbox_aux_2: 0.1599 (0.1625)  loss_bbox_aux_3: 0.1540 (0.1608)  loss_bbox_aux_4: 0.1502 (0.1602)  loss_bbox_aux_5: 0.2001 (0.2143)  loss_bbox_dn_0: 0.2608 (0.2876)  loss_bbox_dn_1: 0.2026 (0.2178)  loss_bbox_dn_2: 0.1766 (0.1955)  loss_bbox_dn_3: 0.1730 (0.1885)  loss_bbox_dn_4: 0.1730 (0.1870)  loss_bbox_dn_5: 0.1730 (0.1870)  loss_giou: 0.4699 (0.4856)  loss_giou_aux_0: 0.5108 (0.5109)  loss_giou_aux_1: 0.4736 (0.4954)  loss_giou_aux_2: 0.4688 (0.4905)  loss_giou_aux_3: 0.4686 (0.4866)  loss_giou_aux_4: 0.4633 (0.4858)  loss_giou_aux_5: 0.5783 (0.5791)  loss_giou_dn_0: 0.6105 (0.6026)  loss_giou_dn_1: 0.5061 (0.4971)  loss_giou_dn_2: 0.4793 (0.4680)  loss_giou_dn_3: 0.4707 (0.4594)  loss_giou_dn_4: 0.4686 (0.4573)  loss_giou_dn_5: 0.4687 (0.4575)  loss_vfl: 0.6713 (0.6968)  loss_vfl_aux_0: 0.7909 (0.8133)  loss_vfl_aux_1: 0.7502 (0.7596)  loss_vfl_aux_2: 0.7185 (0.7239)  loss_vfl_aux_3: 0.6924 (0.7082)  loss_vfl_aux_4: 0.6850 (0.6999)  loss_vfl_aux_5: 0.7844 (0.7888)  loss_vfl_dn_0: 0.4525 (0.4610)  loss_vfl_dn_1: 0.3977 (0.3970)  loss_vfl_dn_2: 0.3847 (0.3808)  loss_vfl_dn_3: 0.3747 (0.3733)  loss_vfl_dn_4: 0.3704 (0.3705)  loss_vfl_dn_5: 0.3694 (0.3698)  time: 0.4791  data: 0.0141  max mem: 5654
Epoch: [29]  [2900/7393]  eta: 0:36:11  lr: 0.000010  loss: 16.5132 (16.4818)  loss_bbox: 0.1621 (0.1604)  loss_bbox_aux_0: 0.1785 (0.1745)  loss_bbox_aux_1: 0.1607 (0.1652)  loss_bbox_aux_2: 0.1579 (0.1626)  loss_bbox_aux_3: 0.1622 (0.1609)  loss_bbox_aux_4: 0.1631 (0.1604)  loss_bbox_aux_5: 0.2019 (0.2144)  loss_bbox_dn_0: 0.2566 (0.2878)  loss_bbox_dn_1: 0.1952 (0.2179)  loss_bbox_dn_2: 0.1754 (0.1957)  loss_bbox_dn_3: 0.1717 (0.1886)  loss_bbox_dn_4: 0.1669 (0.1871)  loss_bbox_dn_5: 0.1669 (0.1871)  loss_giou: 0.5494 (0.4858)  loss_giou_aux_0: 0.6003 (0.5111)  loss_giou_aux_1: 0.5784 (0.4956)  loss_giou_aux_2: 0.5520 (0.4906)  loss_giou_aux_3: 0.5390 (0.4868)  loss_giou_aux_4: 0.5493 (0.4860)  loss_giou_aux_5: 0.6560 (0.5792)  loss_giou_dn_0: 0.6172 (0.6027)  loss_giou_dn_1: 0.5280 (0.4972)  loss_giou_dn_2: 0.4986 (0.4681)  loss_giou_dn_3: 0.4899 (0.4595)  loss_giou_dn_4: 0.4862 (0.4574)  loss_giou_dn_5: 0.4860 (0.4576)  loss_vfl: 0.6763 (0.6965)  loss_vfl_aux_0: 0.7760 (0.8133)  loss_vfl_aux_1: 0.7422 (0.7593)  loss_vfl_aux_2: 0.7168 (0.7238)  loss_vfl_aux_3: 0.7089 (0.7080)  loss_vfl_aux_4: 0.6826 (0.6996)  loss_vfl_aux_5: 0.7545 (0.7889)  loss_vfl_dn_0: 0.4556 (0.4610)  loss_vfl_dn_1: 0.3983 (0.3970)  loss_vfl_dn_2: 0.3846 (0.3809)  loss_vfl_dn_3: 0.3740 (0.3734)  loss_vfl_dn_4: 0.3728 (0.3706)  loss_vfl_dn_5: 0.3707 (0.3698)  time: 0.4797  data: 0.0141  max mem: 5654
Epoch: [29]  [3000/7393]  eta: 0:35:21  lr: 0.000010  loss: 16.7567 (16.4910)  loss_bbox: 0.1600 (0.1606)  loss_bbox_aux_0: 0.1833 (0.1745)  loss_bbox_aux_1: 0.1684 (0.1654)  loss_bbox_aux_2: 0.1604 (0.1628)  loss_bbox_aux_3: 0.1605 (0.1610)  loss_bbox_aux_4: 0.1600 (0.1606)  loss_bbox_aux_5: 0.2280 (0.2144)  loss_bbox_dn_0: 0.3010 (0.2880)  loss_bbox_dn_1: 0.2296 (0.2181)  loss_bbox_dn_2: 0.2075 (0.1959)  loss_bbox_dn_3: 0.1975 (0.1888)  loss_bbox_dn_4: 0.1965 (0.1873)  loss_bbox_dn_5: 0.1965 (0.1873)  loss_giou: 0.4485 (0.4863)  loss_giou_aux_0: 0.4891 (0.5115)  loss_giou_aux_1: 0.4702 (0.4962)  loss_giou_aux_2: 0.4586 (0.4912)  loss_giou_aux_3: 0.4550 (0.4874)  loss_giou_aux_4: 0.4460 (0.4865)  loss_giou_aux_5: 0.5303 (0.5796)  loss_giou_dn_0: 0.5903 (0.6031)  loss_giou_dn_1: 0.4833 (0.4976)  loss_giou_dn_2: 0.4468 (0.4686)  loss_giou_dn_3: 0.4394 (0.4599)  loss_giou_dn_4: 0.4360 (0.4579)  loss_giou_dn_5: 0.4360 (0.4581)  loss_vfl: 0.7250 (0.6967)  loss_vfl_aux_0: 0.8319 (0.8132)  loss_vfl_aux_1: 0.7659 (0.7590)  loss_vfl_aux_2: 0.7628 (0.7238)  loss_vfl_aux_3: 0.7340 (0.7080)  loss_vfl_aux_4: 0.7212 (0.6998)  loss_vfl_aux_5: 0.8002 (0.7888)  loss_vfl_dn_0: 0.4642 (0.4610)  loss_vfl_dn_1: 0.3999 (0.3971)  loss_vfl_dn_2: 0.3802 (0.3810)  loss_vfl_dn_3: 0.3745 (0.3735)  loss_vfl_dn_4: 0.3707 (0.3707)  loss_vfl_dn_5: 0.3677 (0.3699)  time: 0.4698  data: 0.0139  max mem: 5654
Epoch: [29]  [3100/7393]  eta: 0:34:31  lr: 0.000010  loss: 16.5268 (16.4895)  loss_bbox: 0.1640 (0.1605)  loss_bbox_aux_0: 0.1747 (0.1744)  loss_bbox_aux_1: 0.1711 (0.1654)  loss_bbox_aux_2: 0.1684 (0.1628)  loss_bbox_aux_3: 0.1585 (0.1610)  loss_bbox_aux_4: 0.1640 (0.1605)  loss_bbox_aux_5: 0.2298 (0.2143)  loss_bbox_dn_0: 0.3363 (0.2880)  loss_bbox_dn_1: 0.2573 (0.2181)  loss_bbox_dn_2: 0.2253 (0.1958)  loss_bbox_dn_3: 0.2158 (0.1888)  loss_bbox_dn_4: 0.2106 (0.1873)  loss_bbox_dn_5: 0.2106 (0.1873)  loss_giou: 0.4446 (0.4861)  loss_giou_aux_0: 0.4611 (0.5114)  loss_giou_aux_1: 0.4486 (0.4961)  loss_giou_aux_2: 0.4488 (0.4910)  loss_giou_aux_3: 0.4455 (0.4872)  loss_giou_aux_4: 0.4378 (0.4863)  loss_giou_aux_5: 0.5619 (0.5796)  loss_giou_dn_0: 0.5761 (0.6030)  loss_giou_dn_1: 0.4807 (0.4974)  loss_giou_dn_2: 0.4458 (0.4684)  loss_giou_dn_3: 0.4393 (0.4598)  loss_giou_dn_4: 0.4381 (0.4577)  loss_giou_dn_5: 0.4382 (0.4579)  loss_vfl: 0.7090 (0.6969)  loss_vfl_aux_0: 0.8191 (0.8133)  loss_vfl_aux_1: 0.7489 (0.7591)  loss_vfl_aux_2: 0.7334 (0.7239)  loss_vfl_aux_3: 0.7029 (0.7082)  loss_vfl_aux_4: 0.7037 (0.7000)  loss_vfl_aux_5: 0.8029 (0.7888)  loss_vfl_dn_0: 0.4738 (0.4611)  loss_vfl_dn_1: 0.3986 (0.3971)  loss_vfl_dn_2: 0.3807 (0.3810)  loss_vfl_dn_3: 0.3714 (0.3735)  loss_vfl_dn_4: 0.3685 (0.3707)  loss_vfl_dn_5: 0.3667 (0.3699)  time: 0.4669  data: 0.0139  max mem: 5654
Epoch: [29]  [3200/7393]  eta: 0:33:43  lr: 0.000010  loss: 16.4789 (16.4850)  loss_bbox: 0.1608 (0.1606)  loss_bbox_aux_0: 0.1673 (0.1745)  loss_bbox_aux_1: 0.1623 (0.1655)  loss_bbox_aux_2: 0.1647 (0.1628)  loss_bbox_aux_3: 0.1670 (0.1610)  loss_bbox_aux_4: 0.1609 (0.1606)  loss_bbox_aux_5: 0.2123 (0.2143)  loss_bbox_dn_0: 0.2899 (0.2881)  loss_bbox_dn_1: 0.2298 (0.2182)  loss_bbox_dn_2: 0.2023 (0.1959)  loss_bbox_dn_3: 0.1927 (0.1888)  loss_bbox_dn_4: 0.1921 (0.1873)  loss_bbox_dn_5: 0.1923 (0.1873)  loss_giou: 0.4832 (0.4856)  loss_giou_aux_0: 0.4935 (0.5109)  loss_giou_aux_1: 0.4798 (0.4956)  loss_giou_aux_2: 0.4843 (0.4905)  loss_giou_aux_3: 0.4716 (0.4867)  loss_giou_aux_4: 0.4776 (0.4858)  loss_giou_aux_5: 0.5504 (0.5789)  loss_giou_dn_0: 0.5909 (0.6025)  loss_giou_dn_1: 0.4918 (0.4971)  loss_giou_dn_2: 0.4555 (0.4681)  loss_giou_dn_3: 0.4454 (0.4594)  loss_giou_dn_4: 0.4440 (0.4574)  loss_giou_dn_5: 0.4440 (0.4575)  loss_vfl: 0.6898 (0.6969)  loss_vfl_aux_0: 0.8217 (0.8137)  loss_vfl_aux_1: 0.7545 (0.7591)  loss_vfl_aux_2: 0.7119 (0.7239)  loss_vfl_aux_3: 0.7022 (0.7081)  loss_vfl_aux_4: 0.6908 (0.6999)  loss_vfl_aux_5: 0.7805 (0.7892)  loss_vfl_dn_0: 0.4623 (0.4611)  loss_vfl_dn_1: 0.3934 (0.3971)  loss_vfl_dn_2: 0.3762 (0.3810)  loss_vfl_dn_3: 0.3642 (0.3734)  loss_vfl_dn_4: 0.3614 (0.3707)  loss_vfl_dn_5: 0.3607 (0.3699)  time: 0.4673  data: 0.0140  max mem: 5654
Epoch: [29]  [3300/7393]  eta: 0:32:53  lr: 0.000010  loss: 16.9581 (16.4852)  loss_bbox: 0.1554 (0.1605)  loss_bbox_aux_0: 0.1674 (0.1744)  loss_bbox_aux_1: 0.1609 (0.1654)  loss_bbox_aux_2: 0.1583 (0.1628)  loss_bbox_aux_3: 0.1561 (0.1609)  loss_bbox_aux_4: 0.1546 (0.1605)  loss_bbox_aux_5: 0.1980 (0.2144)  loss_bbox_dn_0: 0.2536 (0.2882)  loss_bbox_dn_1: 0.1966 (0.2183)  loss_bbox_dn_2: 0.1792 (0.1960)  loss_bbox_dn_3: 0.1766 (0.1889)  loss_bbox_dn_4: 0.1739 (0.1874)  loss_bbox_dn_5: 0.1739 (0.1874)  loss_giou: 0.5035 (0.4853)  loss_giou_aux_0: 0.5405 (0.5107)  loss_giou_aux_1: 0.5230 (0.4954)  loss_giou_aux_2: 0.5306 (0.4902)  loss_giou_aux_3: 0.5233 (0.4865)  loss_giou_aux_4: 0.5117 (0.4856)  loss_giou_aux_5: 0.6210 (0.5787)  loss_giou_dn_0: 0.6475 (0.6025)  loss_giou_dn_1: 0.5387 (0.4970)  loss_giou_dn_2: 0.5134 (0.4680)  loss_giou_dn_3: 0.5062 (0.4594)  loss_giou_dn_4: 0.5042 (0.4574)  loss_giou_dn_5: 0.5044 (0.4575)  loss_vfl: 0.6760 (0.6971)  loss_vfl_aux_0: 0.7652 (0.8139)  loss_vfl_aux_1: 0.7426 (0.7593)  loss_vfl_aux_2: 0.7014 (0.7243)  loss_vfl_aux_3: 0.6913 (0.7084)  loss_vfl_aux_4: 0.6716 (0.7002)  loss_vfl_aux_5: 0.7418 (0.7895)  loss_vfl_dn_0: 0.4550 (0.4611)  loss_vfl_dn_1: 0.3907 (0.3971)  loss_vfl_dn_2: 0.3818 (0.3809)  loss_vfl_dn_3: 0.3727 (0.3734)  loss_vfl_dn_4: 0.3711 (0.3707)  loss_vfl_dn_5: 0.3694 (0.3699)  time: 0.4738  data: 0.0142  max mem: 5654
Epoch: [29]  [3400/7393]  eta: 0:32:03  lr: 0.000010  loss: 17.0116 (16.4877)  loss_bbox: 0.1545 (0.1604)  loss_bbox_aux_0: 0.1581 (0.1743)  loss_bbox_aux_1: 0.1598 (0.1654)  loss_bbox_aux_2: 0.1606 (0.1627)  loss_bbox_aux_3: 0.1601 (0.1609)  loss_bbox_aux_4: 0.1601 (0.1604)  loss_bbox_aux_5: 0.1942 (0.2142)  loss_bbox_dn_0: 0.2747 (0.2881)  loss_bbox_dn_1: 0.2057 (0.2182)  loss_bbox_dn_2: 0.1791 (0.1959)  loss_bbox_dn_3: 0.1692 (0.1888)  loss_bbox_dn_4: 0.1671 (0.1873)  loss_bbox_dn_5: 0.1667 (0.1873)  loss_giou: 0.4850 (0.4854)  loss_giou_aux_0: 0.5252 (0.5108)  loss_giou_aux_1: 0.5081 (0.4956)  loss_giou_aux_2: 0.5071 (0.4903)  loss_giou_aux_3: 0.4847 (0.4865)  loss_giou_aux_4: 0.4902 (0.4856)  loss_giou_aux_5: 0.5937 (0.5790)  loss_giou_dn_0: 0.6249 (0.6027)  loss_giou_dn_1: 0.5257 (0.4972)  loss_giou_dn_2: 0.5067 (0.4682)  loss_giou_dn_3: 0.4911 (0.4595)  loss_giou_dn_4: 0.4890 (0.4575)  loss_giou_dn_5: 0.4890 (0.4576)  loss_vfl: 0.7183 (0.6973)  loss_vfl_aux_0: 0.8175 (0.8140)  loss_vfl_aux_1: 0.7599 (0.7596)  loss_vfl_aux_2: 0.7243 (0.7246)  loss_vfl_aux_3: 0.7205 (0.7088)  loss_vfl_aux_4: 0.7235 (0.7005)  loss_vfl_aux_5: 0.7773 (0.7896)  loss_vfl_dn_0: 0.4629 (0.4611)  loss_vfl_dn_1: 0.3975 (0.3971)  loss_vfl_dn_2: 0.3815 (0.3810)  loss_vfl_dn_3: 0.3808 (0.3734)  loss_vfl_dn_4: 0.3751 (0.3707)  loss_vfl_dn_5: 0.3717 (0.3699)  time: 0.4639  data: 0.0145  max mem: 5654
Epoch: [29]  [3500/7393]  eta: 0:31:15  lr: 0.000010  loss: 16.2650 (16.4876)  loss_bbox: 0.1445 (0.1604)  loss_bbox_aux_0: 0.1554 (0.1743)  loss_bbox_aux_1: 0.1430 (0.1653)  loss_bbox_aux_2: 0.1448 (0.1626)  loss_bbox_aux_3: 0.1430 (0.1609)  loss_bbox_aux_4: 0.1448 (0.1604)  loss_bbox_aux_5: 0.1910 (0.2142)  loss_bbox_dn_0: 0.2598 (0.2880)  loss_bbox_dn_1: 0.1927 (0.2181)  loss_bbox_dn_2: 0.1795 (0.1958)  loss_bbox_dn_3: 0.1744 (0.1887)  loss_bbox_dn_4: 0.1733 (0.1872)  loss_bbox_dn_5: 0.1732 (0.1872)  loss_giou: 0.5087 (0.4858)  loss_giou_aux_0: 0.5267 (0.5110)  loss_giou_aux_1: 0.5180 (0.4958)  loss_giou_aux_2: 0.5147 (0.4906)  loss_giou_aux_3: 0.5123 (0.4868)  loss_giou_aux_4: 0.5095 (0.4860)  loss_giou_aux_5: 0.5931 (0.5794)  loss_giou_dn_0: 0.6056 (0.6029)  loss_giou_dn_1: 0.5055 (0.4974)  loss_giou_dn_2: 0.4701 (0.4684)  loss_giou_dn_3: 0.4625 (0.4597)  loss_giou_dn_4: 0.4617 (0.4577)  loss_giou_dn_5: 0.4619 (0.4578)  loss_vfl: 0.6814 (0.6969)  loss_vfl_aux_0: 0.8049 (0.8138)  loss_vfl_aux_1: 0.7510 (0.7593)  loss_vfl_aux_2: 0.7149 (0.7243)  loss_vfl_aux_3: 0.7003 (0.7084)  loss_vfl_aux_4: 0.6904 (0.7000)  loss_vfl_aux_5: 0.7760 (0.7892)  loss_vfl_dn_0: 0.4535 (0.4611)  loss_vfl_dn_1: 0.3925 (0.3971)  loss_vfl_dn_2: 0.3810 (0.3810)  loss_vfl_dn_3: 0.3737 (0.3734)  loss_vfl_dn_4: 0.3721 (0.3707)  loss_vfl_dn_5: 0.3728 (0.3699)  time: 0.4820  data: 0.0143  max mem: 5654
Epoch: [29]  [3600/7393]  eta: 0:30:26  lr: 0.000010  loss: 16.7306 (16.4923)  loss_bbox: 0.1562 (0.1604)  loss_bbox_aux_0: 0.1640 (0.1742)  loss_bbox_aux_1: 0.1623 (0.1653)  loss_bbox_aux_2: 0.1567 (0.1627)  loss_bbox_aux_3: 0.1492 (0.1608)  loss_bbox_aux_4: 0.1550 (0.1604)  loss_bbox_aux_5: 0.2011 (0.2141)  loss_bbox_dn_0: 0.2616 (0.2877)  loss_bbox_dn_1: 0.2000 (0.2179)  loss_bbox_dn_2: 0.1854 (0.1956)  loss_bbox_dn_3: 0.1827 (0.1885)  loss_bbox_dn_4: 0.1837 (0.1870)  loss_bbox_dn_5: 0.1837 (0.1870)  loss_giou: 0.4810 (0.4865)  loss_giou_aux_0: 0.4988 (0.5117)  loss_giou_aux_1: 0.4988 (0.4966)  loss_giou_aux_2: 0.4853 (0.4914)  loss_giou_aux_3: 0.4774 (0.4875)  loss_giou_aux_4: 0.4742 (0.4867)  loss_giou_aux_5: 0.5712 (0.5801)  loss_giou_dn_0: 0.6193 (0.6033)  loss_giou_dn_1: 0.5134 (0.4978)  loss_giou_dn_2: 0.4731 (0.4687)  loss_giou_dn_3: 0.4627 (0.4601)  loss_giou_dn_4: 0.4615 (0.4580)  loss_giou_dn_5: 0.4615 (0.4582)  loss_vfl: 0.7057 (0.6968)  loss_vfl_aux_0: 0.8217 (0.8135)  loss_vfl_aux_1: 0.7782 (0.7590)  loss_vfl_aux_2: 0.7360 (0.7241)  loss_vfl_aux_3: 0.7207 (0.7082)  loss_vfl_aux_4: 0.7124 (0.6999)  loss_vfl_aux_5: 0.7773 (0.7887)  loss_vfl_dn_0: 0.4574 (0.4611)  loss_vfl_dn_1: 0.3979 (0.3972)  loss_vfl_dn_2: 0.3846 (0.3811)  loss_vfl_dn_3: 0.3793 (0.3735)  loss_vfl_dn_4: 0.3770 (0.3708)  loss_vfl_dn_5: 0.3762 (0.3700)  time: 0.4747  data: 0.0145  max mem: 5654
Epoch: [29]  [3700/7393]  eta: 0:29:37  lr: 0.000010  loss: 16.6229 (16.4993)  loss_bbox: 0.1494 (0.1604)  loss_bbox_aux_0: 0.1648 (0.1741)  loss_bbox_aux_1: 0.1568 (0.1653)  loss_bbox_aux_2: 0.1532 (0.1627)  loss_bbox_aux_3: 0.1535 (0.1608)  loss_bbox_aux_4: 0.1508 (0.1604)  loss_bbox_aux_5: 0.2071 (0.2140)  loss_bbox_dn_0: 0.2679 (0.2875)  loss_bbox_dn_1: 0.1884 (0.2178)  loss_bbox_dn_2: 0.1784 (0.1955)  loss_bbox_dn_3: 0.1689 (0.1884)  loss_bbox_dn_4: 0.1675 (0.1869)  loss_bbox_dn_5: 0.1675 (0.1869)  loss_giou: 0.4923 (0.4873)  loss_giou_aux_0: 0.5282 (0.5125)  loss_giou_aux_1: 0.4990 (0.4974)  loss_giou_aux_2: 0.5004 (0.4922)  loss_giou_aux_3: 0.4925 (0.4884)  loss_giou_aux_4: 0.4930 (0.4875)  loss_giou_aux_5: 0.5832 (0.5809)  loss_giou_dn_0: 0.6128 (0.6038)  loss_giou_dn_1: 0.5066 (0.4983)  loss_giou_dn_2: 0.4756 (0.4693)  loss_giou_dn_3: 0.4666 (0.4606)  loss_giou_dn_4: 0.4662 (0.4586)  loss_giou_dn_5: 0.4663 (0.4588)  loss_vfl: 0.6865 (0.6967)  loss_vfl_aux_0: 0.8126 (0.8132)  loss_vfl_aux_1: 0.7445 (0.7588)  loss_vfl_aux_2: 0.7133 (0.7239)  loss_vfl_aux_3: 0.6945 (0.7080)  loss_vfl_aux_4: 0.6810 (0.6998)  loss_vfl_aux_5: 0.7640 (0.7882)  loss_vfl_dn_0: 0.4602 (0.4612)  loss_vfl_dn_1: 0.4021 (0.3973)  loss_vfl_dn_2: 0.3877 (0.3812)  loss_vfl_dn_3: 0.3789 (0.3736)  loss_vfl_dn_4: 0.3777 (0.3709)  loss_vfl_dn_5: 0.3757 (0.3701)  time: 0.4833  data: 0.0140  max mem: 5654
Epoch: [29]  [3800/7393]  eta: 0:28:48  lr: 0.000010  loss: 16.4777 (16.4984)  loss_bbox: 0.1576 (0.1604)  loss_bbox_aux_0: 0.1688 (0.1741)  loss_bbox_aux_1: 0.1580 (0.1653)  loss_bbox_aux_2: 0.1564 (0.1626)  loss_bbox_aux_3: 0.1526 (0.1608)  loss_bbox_aux_4: 0.1539 (0.1603)  loss_bbox_aux_5: 0.1998 (0.2140)  loss_bbox_dn_0: 0.2678 (0.2873)  loss_bbox_dn_1: 0.2112 (0.2176)  loss_bbox_dn_2: 0.1892 (0.1954)  loss_bbox_dn_3: 0.1839 (0.1883)  loss_bbox_dn_4: 0.1809 (0.1868)  loss_bbox_dn_5: 0.1810 (0.1868)  loss_giou: 0.4617 (0.4873)  loss_giou_aux_0: 0.5025 (0.5125)  loss_giou_aux_1: 0.4692 (0.4974)  loss_giou_aux_2: 0.4661 (0.4921)  loss_giou_aux_3: 0.4612 (0.4884)  loss_giou_aux_4: 0.4617 (0.4874)  loss_giou_aux_5: 0.5661 (0.5809)  loss_giou_dn_0: 0.5918 (0.6037)  loss_giou_dn_1: 0.4918 (0.4983)  loss_giou_dn_2: 0.4598 (0.4692)  loss_giou_dn_3: 0.4462 (0.4606)  loss_giou_dn_4: 0.4470 (0.4586)  loss_giou_dn_5: 0.4470 (0.4587)  loss_vfl: 0.7080 (0.6969)  loss_vfl_aux_0: 0.8142 (0.8131)  loss_vfl_aux_1: 0.7658 (0.7588)  loss_vfl_aux_2: 0.7538 (0.7243)  loss_vfl_aux_3: 0.7295 (0.7082)  loss_vfl_aux_4: 0.7142 (0.7000)  loss_vfl_aux_5: 0.7770 (0.7882)  loss_vfl_dn_0: 0.4625 (0.4611)  loss_vfl_dn_1: 0.4017 (0.3972)  loss_vfl_dn_2: 0.3862 (0.3811)  loss_vfl_dn_3: 0.3758 (0.3736)  loss_vfl_dn_4: 0.3738 (0.3709)  loss_vfl_dn_5: 0.3735 (0.3701)  time: 0.4709  data: 0.0139  max mem: 5654
Epoch: [29]  [3900/7393]  eta: 0:28:04  lr: 0.000010  loss: 16.7314 (16.4989)  loss_bbox: 0.1513 (0.1602)  loss_bbox_aux_0: 0.1579 (0.1739)  loss_bbox_aux_1: 0.1593 (0.1651)  loss_bbox_aux_2: 0.1513 (0.1624)  loss_bbox_aux_3: 0.1505 (0.1606)  loss_bbox_aux_4: 0.1484 (0.1601)  loss_bbox_aux_5: 0.1954 (0.2137)  loss_bbox_dn_0: 0.2582 (0.2870)  loss_bbox_dn_1: 0.1944 (0.2174)  loss_bbox_dn_2: 0.1713 (0.1951)  loss_bbox_dn_3: 0.1635 (0.1881)  loss_bbox_dn_4: 0.1628 (0.1865)  loss_bbox_dn_5: 0.1623 (0.1865)  loss_giou: 0.5267 (0.4877)  loss_giou_aux_0: 0.5351 (0.5128)  loss_giou_aux_1: 0.5298 (0.4977)  loss_giou_aux_2: 0.5273 (0.4924)  loss_giou_aux_3: 0.5353 (0.4888)  loss_giou_aux_4: 0.5296 (0.4878)  loss_giou_aux_5: 0.5983 (0.5813)  loss_giou_dn_0: 0.6309 (0.6040)  loss_giou_dn_1: 0.5147 (0.4986)  loss_giou_dn_2: 0.4766 (0.4695)  loss_giou_dn_3: 0.4700 (0.4609)  loss_giou_dn_4: 0.4711 (0.4589)  loss_giou_dn_5: 0.4711 (0.4591)  loss_vfl: 0.6739 (0.6968)  loss_vfl_aux_0: 0.8133 (0.8128)  loss_vfl_aux_1: 0.7495 (0.7588)  loss_vfl_aux_2: 0.7007 (0.7243)  loss_vfl_aux_3: 0.6849 (0.7081)  loss_vfl_aux_4: 0.6738 (0.7000)  loss_vfl_aux_5: 0.7950 (0.7880)  loss_vfl_dn_0: 0.4550 (0.4611)  loss_vfl_dn_1: 0.3945 (0.3972)  loss_vfl_dn_2: 0.3840 (0.3812)  loss_vfl_dn_3: 0.3758 (0.3736)  loss_vfl_dn_4: 0.3716 (0.3709)  loss_vfl_dn_5: 0.3701 (0.3701)  time: 0.7652  data: 0.0141  max mem: 5654
Epoch: [29]  [4000/7393]  eta: 0:27:15  lr: 0.000010  loss: 16.1402 (16.5007)  loss_bbox: 0.1565 (0.1602)  loss_bbox_aux_0: 0.1730 (0.1741)  loss_bbox_aux_1: 0.1579 (0.1652)  loss_bbox_aux_2: 0.1558 (0.1625)  loss_bbox_aux_3: 0.1550 (0.1607)  loss_bbox_aux_4: 0.1557 (0.1602)  loss_bbox_aux_5: 0.2251 (0.2138)  loss_bbox_dn_0: 0.2817 (0.2869)  loss_bbox_dn_1: 0.2131 (0.2173)  loss_bbox_dn_2: 0.1892 (0.1951)  loss_bbox_dn_3: 0.1832 (0.1880)  loss_bbox_dn_4: 0.1807 (0.1865)  loss_bbox_dn_5: 0.1808 (0.1865)  loss_giou: 0.4350 (0.4879)  loss_giou_aux_0: 0.4558 (0.5131)  loss_giou_aux_1: 0.4358 (0.4980)  loss_giou_aux_2: 0.4404 (0.4927)  loss_giou_aux_3: 0.4391 (0.4890)  loss_giou_aux_4: 0.4340 (0.4881)  loss_giou_aux_5: 0.5326 (0.5816)  loss_giou_dn_0: 0.5797 (0.6042)  loss_giou_dn_1: 0.4712 (0.4987)  loss_giou_dn_2: 0.4367 (0.4696)  loss_giou_dn_3: 0.4214 (0.4610)  loss_giou_dn_4: 0.4177 (0.4590)  loss_giou_dn_5: 0.4179 (0.4592)  loss_vfl: 0.7065 (0.6967)  loss_vfl_aux_0: 0.8132 (0.8127)  loss_vfl_aux_1: 0.7766 (0.7587)  loss_vfl_aux_2: 0.7443 (0.7241)  loss_vfl_aux_3: 0.7225 (0.7080)  loss_vfl_aux_4: 0.7161 (0.6999)  loss_vfl_aux_5: 0.8048 (0.7878)  loss_vfl_dn_0: 0.4620 (0.4611)  loss_vfl_dn_1: 0.3930 (0.3972)  loss_vfl_dn_2: 0.3805 (0.3812)  loss_vfl_dn_3: 0.3715 (0.3736)  loss_vfl_dn_4: 0.3691 (0.3709)  loss_vfl_dn_5: 0.3687 (0.3701)  time: 0.4802  data: 0.0140  max mem: 5654
Epoch: [29]  [4100/7393]  eta: 0:26:26  lr: 0.000010  loss: 16.4667 (16.5009)  loss_bbox: 0.1672 (0.1601)  loss_bbox_aux_0: 0.1812 (0.1740)  loss_bbox_aux_1: 0.1550 (0.1650)  loss_bbox_aux_2: 0.1631 (0.1624)  loss_bbox_aux_3: 0.1762 (0.1605)  loss_bbox_aux_4: 0.1671 (0.1600)  loss_bbox_aux_5: 0.2182 (0.2136)  loss_bbox_dn_0: 0.2712 (0.2868)  loss_bbox_dn_1: 0.2028 (0.2172)  loss_bbox_dn_2: 0.1816 (0.1950)  loss_bbox_dn_3: 0.1769 (0.1880)  loss_bbox_dn_4: 0.1767 (0.1864)  loss_bbox_dn_5: 0.1767 (0.1864)  loss_giou: 0.5059 (0.4879)  loss_giou_aux_0: 0.5332 (0.5132)  loss_giou_aux_1: 0.5372 (0.4980)  loss_giou_aux_2: 0.5225 (0.4927)  loss_giou_aux_3: 0.5040 (0.4890)  loss_giou_aux_4: 0.5057 (0.4881)  loss_giou_aux_5: 0.5784 (0.5816)  loss_giou_dn_0: 0.5916 (0.6041)  loss_giou_dn_1: 0.4904 (0.4987)  loss_giou_dn_2: 0.4601 (0.4696)  loss_giou_dn_3: 0.4555 (0.4610)  loss_giou_dn_4: 0.4539 (0.4590)  loss_giou_dn_5: 0.4542 (0.4592)  loss_vfl: 0.6507 (0.6969)  loss_vfl_aux_0: 0.7260 (0.8127)  loss_vfl_aux_1: 0.7050 (0.7589)  loss_vfl_aux_2: 0.6605 (0.7243)  loss_vfl_aux_3: 0.6620 (0.7082)  loss_vfl_aux_4: 0.6524 (0.7001)  loss_vfl_aux_5: 0.7176 (0.7880)  loss_vfl_dn_0: 0.4586 (0.4611)  loss_vfl_dn_1: 0.3963 (0.3972)  loss_vfl_dn_2: 0.3767 (0.3812)  loss_vfl_dn_3: 0.3686 (0.3736)  loss_vfl_dn_4: 0.3665 (0.3709)  loss_vfl_dn_5: 0.3650 (0.3701)  time: 0.4674  data: 0.0141  max mem: 5654
Epoch: [29]  [4200/7393]  eta: 0:25:37  lr: 0.000010  loss: 16.8327 (16.5005)  loss_bbox: 0.1526 (0.1599)  loss_bbox_aux_0: 0.1646 (0.1739)  loss_bbox_aux_1: 0.1623 (0.1650)  loss_bbox_aux_2: 0.1611 (0.1623)  loss_bbox_aux_3: 0.1576 (0.1604)  loss_bbox_aux_4: 0.1528 (0.1599)  loss_bbox_aux_5: 0.2057 (0.2135)  loss_bbox_dn_0: 0.3039 (0.2867)  loss_bbox_dn_1: 0.2348 (0.2172)  loss_bbox_dn_2: 0.2009 (0.1950)  loss_bbox_dn_3: 0.1924 (0.1879)  loss_bbox_dn_4: 0.1922 (0.1864)  loss_bbox_dn_5: 0.1922 (0.1864)  loss_giou: 0.4762 (0.4879)  loss_giou_aux_0: 0.5105 (0.5132)  loss_giou_aux_1: 0.4958 (0.4981)  loss_giou_aux_2: 0.4891 (0.4928)  loss_giou_aux_3: 0.4827 (0.4891)  loss_giou_aux_4: 0.4783 (0.4881)  loss_giou_aux_5: 0.5931 (0.5816)  loss_giou_dn_0: 0.6204 (0.6043)  loss_giou_dn_1: 0.5197 (0.4988)  loss_giou_dn_2: 0.4853 (0.4698)  loss_giou_dn_3: 0.4813 (0.4612)  loss_giou_dn_4: 0.4808 (0.4592)  loss_giou_dn_5: 0.4808 (0.4593)  loss_vfl: 0.7105 (0.6970)  loss_vfl_aux_0: 0.8167 (0.8124)  loss_vfl_aux_1: 0.7645 (0.7588)  loss_vfl_aux_2: 0.7204 (0.7240)  loss_vfl_aux_3: 0.7178 (0.7082)  loss_vfl_aux_4: 0.7051 (0.7002)  loss_vfl_aux_5: 0.8221 (0.7879)  loss_vfl_dn_0: 0.4567 (0.4611)  loss_vfl_dn_1: 0.4026 (0.3973)  loss_vfl_dn_2: 0.3850 (0.3812)  loss_vfl_dn_3: 0.3757 (0.3737)  loss_vfl_dn_4: 0.3732 (0.3709)  loss_vfl_dn_5: 0.3731 (0.3701)  time: 0.4789  data: 0.0140  max mem: 5654
Epoch: [29]  [4300/7393]  eta: 0:24:48  lr: 0.000010  loss: 16.0741 (16.4964)  loss_bbox: 0.1558 (0.1599)  loss_bbox_aux_0: 0.1647 (0.1738)  loss_bbox_aux_1: 0.1663 (0.1649)  loss_bbox_aux_2: 0.1567 (0.1622)  loss_bbox_aux_3: 0.1523 (0.1604)  loss_bbox_aux_4: 0.1559 (0.1598)  loss_bbox_aux_5: 0.2142 (0.2133)  loss_bbox_dn_0: 0.2680 (0.2866)  loss_bbox_dn_1: 0.2198 (0.2170)  loss_bbox_dn_2: 0.1904 (0.1949)  loss_bbox_dn_3: 0.1801 (0.1878)  loss_bbox_dn_4: 0.1783 (0.1863)  loss_bbox_dn_5: 0.1784 (0.1863)  loss_giou: 0.4223 (0.4880)  loss_giou_aux_0: 0.4696 (0.5133)  loss_giou_aux_1: 0.4423 (0.4982)  loss_giou_aux_2: 0.4429 (0.4930)  loss_giou_aux_3: 0.4275 (0.4892)  loss_giou_aux_4: 0.4280 (0.4882)  loss_giou_aux_5: 0.5355 (0.5817)  loss_giou_dn_0: 0.5737 (0.6041)  loss_giou_dn_1: 0.4694 (0.4987)  loss_giou_dn_2: 0.4394 (0.4697)  loss_giou_dn_3: 0.4257 (0.4611)  loss_giou_dn_4: 0.4235 (0.4591)  loss_giou_dn_5: 0.4234 (0.4593)  loss_vfl: 0.6860 (0.6967)  loss_vfl_aux_0: 0.8029 (0.8119)  loss_vfl_aux_1: 0.7653 (0.7583)  loss_vfl_aux_2: 0.7145 (0.7235)  loss_vfl_aux_3: 0.7014 (0.7078)  loss_vfl_aux_4: 0.7047 (0.6998)  loss_vfl_aux_5: 0.7761 (0.7875)  loss_vfl_dn_0: 0.4519 (0.4610)  loss_vfl_dn_1: 0.3906 (0.3972)  loss_vfl_dn_2: 0.3680 (0.3811)  loss_vfl_dn_3: 0.3602 (0.3736)  loss_vfl_dn_4: 0.3572 (0.3708)  loss_vfl_dn_5: 0.3578 (0.3701)  time: 0.4784  data: 0.0139  max mem: 5654
Epoch: [29]  [4400/7393]  eta: 0:24:04  lr: 0.000010  loss: 16.5157 (16.4982)  loss_bbox: 0.1590 (0.1599)  loss_bbox_aux_0: 0.1754 (0.1737)  loss_bbox_aux_1: 0.1582 (0.1648)  loss_bbox_aux_2: 0.1588 (0.1622)  loss_bbox_aux_3: 0.1542 (0.1603)  loss_bbox_aux_4: 0.1591 (0.1598)  loss_bbox_aux_5: 0.2064 (0.2132)  loss_bbox_dn_0: 0.2772 (0.2864)  loss_bbox_dn_1: 0.1990 (0.2169)  loss_bbox_dn_2: 0.1831 (0.1948)  loss_bbox_dn_3: 0.1752 (0.1877)  loss_bbox_dn_4: 0.1711 (0.1862)  loss_bbox_dn_5: 0.1707 (0.1862)  loss_giou: 0.4448 (0.4884)  loss_giou_aux_0: 0.4715 (0.5136)  loss_giou_aux_1: 0.4577 (0.4985)  loss_giou_aux_2: 0.4546 (0.4934)  loss_giou_aux_3: 0.4468 (0.4895)  loss_giou_aux_4: 0.4431 (0.4885)  loss_giou_aux_5: 0.5353 (0.5820)  loss_giou_dn_0: 0.5576 (0.6043)  loss_giou_dn_1: 0.4568 (0.4989)  loss_giou_dn_2: 0.4262 (0.4699)  loss_giou_dn_3: 0.4203 (0.4613)  loss_giou_dn_4: 0.4206 (0.4593)  loss_giou_dn_5: 0.4203 (0.4594)  loss_vfl: 0.6686 (0.6966)  loss_vfl_aux_0: 0.7786 (0.8119)  loss_vfl_aux_1: 0.7279 (0.7583)  loss_vfl_aux_2: 0.6841 (0.7234)  loss_vfl_aux_3: 0.6620 (0.7078)  loss_vfl_aux_4: 0.6708 (0.6997)  loss_vfl_aux_5: 0.7598 (0.7875)  loss_vfl_dn_0: 0.4620 (0.4610)  loss_vfl_dn_1: 0.3936 (0.3972)  loss_vfl_dn_2: 0.3784 (0.3811)  loss_vfl_dn_3: 0.3682 (0.3736)  loss_vfl_dn_4: 0.3642 (0.3708)  loss_vfl_dn_5: 0.3644 (0.3701)  time: 0.4733  data: 0.0141  max mem: 5654
Epoch: [29]  [4500/7393]  eta: 0:23:15  lr: 0.000010  loss: 16.1243 (16.4954)  loss_bbox: 0.1530 (0.1600)  loss_bbox_aux_0: 0.1670 (0.1738)  loss_bbox_aux_1: 0.1679 (0.1649)  loss_bbox_aux_2: 0.1546 (0.1623)  loss_bbox_aux_3: 0.1559 (0.1604)  loss_bbox_aux_4: 0.1569 (0.1599)  loss_bbox_aux_5: 0.2069 (0.2133)  loss_bbox_dn_0: 0.2674 (0.2865)  loss_bbox_dn_1: 0.2148 (0.2170)  loss_bbox_dn_2: 0.1972 (0.1949)  loss_bbox_dn_3: 0.1918 (0.1878)  loss_bbox_dn_4: 0.1898 (0.1863)  loss_bbox_dn_5: 0.1892 (0.1863)  loss_giou: 0.4218 (0.4881)  loss_giou_aux_0: 0.4428 (0.5133)  loss_giou_aux_1: 0.4304 (0.4982)  loss_giou_aux_2: 0.4252 (0.4930)  loss_giou_aux_3: 0.4268 (0.4892)  loss_giou_aux_4: 0.4261 (0.4882)  loss_giou_aux_5: 0.5116 (0.5816)  loss_giou_dn_0: 0.5762 (0.6041)  loss_giou_dn_1: 0.4728 (0.4986)  loss_giou_dn_2: 0.4413 (0.4696)  loss_giou_dn_3: 0.4375 (0.4610)  loss_giou_dn_4: 0.4359 (0.4590)  loss_giou_dn_5: 0.4359 (0.4592)  loss_vfl: 0.6664 (0.6966)  loss_vfl_aux_0: 0.7753 (0.8118)  loss_vfl_aux_1: 0.7318 (0.7581)  loss_vfl_aux_2: 0.6925 (0.7233)  loss_vfl_aux_3: 0.6773 (0.7078)  loss_vfl_aux_4: 0.6640 (0.6997)  loss_vfl_aux_5: 0.7886 (0.7876)  loss_vfl_dn_0: 0.4578 (0.4610)  loss_vfl_dn_1: 0.4026 (0.3972)  loss_vfl_dn_2: 0.3823 (0.3811)  loss_vfl_dn_3: 0.3743 (0.3736)  loss_vfl_dn_4: 0.3710 (0.3708)  loss_vfl_dn_5: 0.3682 (0.3701)  time: 0.4661  data: 0.0135  max mem: 5654
Epoch: [29]  [4600/7393]  eta: 0:22:26  lr: 0.000010  loss: 16.5602 (16.4938)  loss_bbox: 0.1391 (0.1599)  loss_bbox_aux_0: 0.1634 (0.1738)  loss_bbox_aux_1: 0.1471 (0.1649)  loss_bbox_aux_2: 0.1469 (0.1623)  loss_bbox_aux_3: 0.1399 (0.1603)  loss_bbox_aux_4: 0.1390 (0.1598)  loss_bbox_aux_5: 0.1988 (0.2133)  loss_bbox_dn_0: 0.2985 (0.2865)  loss_bbox_dn_1: 0.2140 (0.2170)  loss_bbox_dn_2: 0.1920 (0.1948)  loss_bbox_dn_3: 0.1880 (0.1877)  loss_bbox_dn_4: 0.1862 (0.1862)  loss_bbox_dn_5: 0.1863 (0.1862)  loss_giou: 0.4780 (0.4881)  loss_giou_aux_0: 0.5119 (0.5133)  loss_giou_aux_1: 0.4754 (0.4982)  loss_giou_aux_2: 0.4803 (0.4930)  loss_giou_aux_3: 0.4824 (0.4892)  loss_giou_aux_4: 0.4771 (0.4882)  loss_giou_aux_5: 0.5719 (0.5817)  loss_giou_dn_0: 0.5982 (0.6040)  loss_giou_dn_1: 0.4980 (0.4986)  loss_giou_dn_2: 0.4655 (0.4696)  loss_giou_dn_3: 0.4552 (0.4610)  loss_giou_dn_4: 0.4498 (0.4590)  loss_giou_dn_5: 0.4501 (0.4591)  loss_vfl: 0.6839 (0.6965)  loss_vfl_aux_0: 0.8281 (0.8117)  loss_vfl_aux_1: 0.7651 (0.7581)  loss_vfl_aux_2: 0.7120 (0.7232)  loss_vfl_aux_3: 0.6959 (0.7078)  loss_vfl_aux_4: 0.6968 (0.6997)  loss_vfl_aux_5: 0.7783 (0.7875)  loss_vfl_dn_0: 0.4611 (0.4610)  loss_vfl_dn_1: 0.3957 (0.3972)  loss_vfl_dn_2: 0.3810 (0.3811)  loss_vfl_dn_3: 0.3720 (0.3735)  loss_vfl_dn_4: 0.3679 (0.3708)  loss_vfl_dn_5: 0.3668 (0.3700)  time: 0.4704  data: 0.0140  max mem: 5654
Epoch: [29]  [4700/7393]  eta: 0:21:38  lr: 0.000010  loss: 16.0493 (16.4962)  loss_bbox: 0.1569 (0.1600)  loss_bbox_aux_0: 0.1835 (0.1739)  loss_bbox_aux_1: 0.1632 (0.1650)  loss_bbox_aux_2: 0.1554 (0.1623)  loss_bbox_aux_3: 0.1564 (0.1604)  loss_bbox_aux_4: 0.1556 (0.1599)  loss_bbox_aux_5: 0.2375 (0.2133)  loss_bbox_dn_0: 0.2688 (0.2866)  loss_bbox_dn_1: 0.2050 (0.2171)  loss_bbox_dn_2: 0.1911 (0.1949)  loss_bbox_dn_3: 0.1850 (0.1878)  loss_bbox_dn_4: 0.1802 (0.1863)  loss_bbox_dn_5: 0.1800 (0.1863)  loss_giou: 0.4617 (0.4881)  loss_giou_aux_0: 0.4849 (0.5133)  loss_giou_aux_1: 0.4580 (0.4982)  loss_giou_aux_2: 0.4590 (0.4931)  loss_giou_aux_3: 0.4638 (0.4893)  loss_giou_aux_4: 0.4612 (0.4882)  loss_giou_aux_5: 0.5373 (0.5816)  loss_giou_dn_0: 0.5686 (0.6041)  loss_giou_dn_1: 0.4591 (0.4986)  loss_giou_dn_2: 0.4403 (0.4696)  loss_giou_dn_3: 0.4288 (0.4610)  loss_giou_dn_4: 0.4253 (0.4590)  loss_giou_dn_5: 0.4252 (0.4592)  loss_vfl: 0.6835 (0.6967)  loss_vfl_aux_0: 0.8071 (0.8118)  loss_vfl_aux_1: 0.7508 (0.7581)  loss_vfl_aux_2: 0.7194 (0.7233)  loss_vfl_aux_3: 0.6918 (0.7078)  loss_vfl_aux_4: 0.6879 (0.6998)  loss_vfl_aux_5: 0.7662 (0.7876)  loss_vfl_dn_0: 0.4604 (0.4610)  loss_vfl_dn_1: 0.3917 (0.3972)  loss_vfl_dn_2: 0.3756 (0.3811)  loss_vfl_dn_3: 0.3679 (0.3736)  loss_vfl_dn_4: 0.3656 (0.3708)  loss_vfl_dn_5: 0.3655 (0.3700)  time: 0.4721  data: 0.0139  max mem: 5654
Epoch: [29]  [4800/7393]  eta: 0:20:49  lr: 0.000010  loss: 16.5832 (16.4944)  loss_bbox: 0.1540 (0.1599)  loss_bbox_aux_0: 0.1785 (0.1739)  loss_bbox_aux_1: 0.1661 (0.1649)  loss_bbox_aux_2: 0.1497 (0.1623)  loss_bbox_aux_3: 0.1533 (0.1604)  loss_bbox_aux_4: 0.1503 (0.1599)  loss_bbox_aux_5: 0.2230 (0.2132)  loss_bbox_dn_0: 0.2650 (0.2865)  loss_bbox_dn_1: 0.2079 (0.2170)  loss_bbox_dn_2: 0.1994 (0.1948)  loss_bbox_dn_3: 0.1936 (0.1877)  loss_bbox_dn_4: 0.1903 (0.1862)  loss_bbox_dn_5: 0.1905 (0.1862)  loss_giou: 0.4744 (0.4881)  loss_giou_aux_0: 0.4990 (0.5132)  loss_giou_aux_1: 0.4909 (0.4981)  loss_giou_aux_2: 0.4814 (0.4930)  loss_giou_aux_3: 0.4833 (0.4892)  loss_giou_aux_4: 0.4768 (0.4882)  loss_giou_aux_5: 0.5715 (0.5815)  loss_giou_dn_0: 0.6005 (0.6040)  loss_giou_dn_1: 0.5049 (0.4986)  loss_giou_dn_2: 0.4859 (0.4695)  loss_giou_dn_3: 0.4754 (0.4609)  loss_giou_dn_4: 0.4741 (0.4589)  loss_giou_dn_5: 0.4745 (0.4591)  loss_vfl: 0.7138 (0.6968)  loss_vfl_aux_0: 0.7838 (0.8117)  loss_vfl_aux_1: 0.7418 (0.7581)  loss_vfl_aux_2: 0.7393 (0.7233)  loss_vfl_aux_3: 0.7094 (0.7079)  loss_vfl_aux_4: 0.7151 (0.6999)  loss_vfl_aux_5: 0.8088 (0.7876)  loss_vfl_dn_0: 0.4621 (0.4610)  loss_vfl_dn_1: 0.3998 (0.3972)  loss_vfl_dn_2: 0.3873 (0.3811)  loss_vfl_dn_3: 0.3774 (0.3735)  loss_vfl_dn_4: 0.3762 (0.3708)  loss_vfl_dn_5: 0.3742 (0.3700)  time: 0.4758  data: 0.0141  max mem: 5654
Epoch: [29]  [4900/7393]  eta: 0:20:01  lr: 0.000010  loss: 16.5351 (16.4908)  loss_bbox: 0.1532 (0.1598)  loss_bbox_aux_0: 0.1755 (0.1738)  loss_bbox_aux_1: 0.1737 (0.1649)  loss_bbox_aux_2: 0.1614 (0.1623)  loss_bbox_aux_3: 0.1577 (0.1604)  loss_bbox_aux_4: 0.1531 (0.1598)  loss_bbox_aux_5: 0.2077 (0.2132)  loss_bbox_dn_0: 0.2802 (0.2865)  loss_bbox_dn_1: 0.2098 (0.2170)  loss_bbox_dn_2: 0.1993 (0.1948)  loss_bbox_dn_3: 0.1919 (0.1877)  loss_bbox_dn_4: 0.1919 (0.1862)  loss_bbox_dn_5: 0.1918 (0.1862)  loss_giou: 0.4525 (0.4878)  loss_giou_aux_0: 0.4841 (0.5130)  loss_giou_aux_1: 0.4788 (0.4978)  loss_giou_aux_2: 0.4606 (0.4928)  loss_giou_aux_3: 0.4535 (0.4889)  loss_giou_aux_4: 0.4532 (0.4879)  loss_giou_aux_5: 0.5564 (0.5813)  loss_giou_dn_0: 0.5809 (0.6038)  loss_giou_dn_1: 0.4618 (0.4984)  loss_giou_dn_2: 0.4484 (0.4694)  loss_giou_dn_3: 0.4436 (0.4608)  loss_giou_dn_4: 0.4422 (0.4588)  loss_giou_dn_5: 0.4423 (0.4589)  loss_vfl: 0.7058 (0.6967)  loss_vfl_aux_0: 0.8311 (0.8118)  loss_vfl_aux_1: 0.7833 (0.7581)  loss_vfl_aux_2: 0.7274 (0.7234)  loss_vfl_aux_3: 0.7247 (0.7078)  loss_vfl_aux_4: 0.7106 (0.6999)  loss_vfl_aux_5: 0.8332 (0.7876)  loss_vfl_dn_0: 0.4643 (0.4610)  loss_vfl_dn_1: 0.3959 (0.3971)  loss_vfl_dn_2: 0.3792 (0.3811)  loss_vfl_dn_3: 0.3691 (0.3735)  loss_vfl_dn_4: 0.3662 (0.3708)  loss_vfl_dn_5: 0.3655 (0.3700)  time: 0.4675  data: 0.0141  max mem: 5654
Epoch: [29]  [5000/7393]  eta: 0:19:15  lr: 0.000010  loss: 16.4592 (16.4888)  loss_bbox: 0.1547 (0.1598)  loss_bbox_aux_0: 0.1582 (0.1738)  loss_bbox_aux_1: 0.1594 (0.1649)  loss_bbox_aux_2: 0.1545 (0.1622)  loss_bbox_aux_3: 0.1566 (0.1604)  loss_bbox_aux_4: 0.1524 (0.1598)  loss_bbox_aux_5: 0.1961 (0.2132)  loss_bbox_dn_0: 0.2719 (0.2866)  loss_bbox_dn_1: 0.1942 (0.2170)  loss_bbox_dn_2: 0.1712 (0.1948)  loss_bbox_dn_3: 0.1678 (0.1877)  loss_bbox_dn_4: 0.1673 (0.1862)  loss_bbox_dn_5: 0.1673 (0.1862)  loss_giou: 0.5084 (0.4876)  loss_giou_aux_0: 0.5318 (0.5126)  loss_giou_aux_1: 0.5199 (0.4976)  loss_giou_aux_2: 0.4973 (0.4925)  loss_giou_aux_3: 0.5154 (0.4887)  loss_giou_aux_4: 0.5083 (0.4877)  loss_giou_aux_5: 0.5736 (0.5810)  loss_giou_dn_0: 0.6026 (0.6038)  loss_giou_dn_1: 0.4948 (0.4984)  loss_giou_dn_2: 0.4692 (0.4693)  loss_giou_dn_3: 0.4636 (0.4607)  loss_giou_dn_4: 0.4612 (0.4587)  loss_giou_dn_5: 0.4608 (0.4589)  loss_vfl: 0.6669 (0.6966)  loss_vfl_aux_0: 0.7905 (0.8119)  loss_vfl_aux_1: 0.7368 (0.7582)  loss_vfl_aux_2: 0.6959 (0.7234)  loss_vfl_aux_3: 0.6818 (0.7077)  loss_vfl_aux_4: 0.6633 (0.6998)  loss_vfl_aux_5: 0.7883 (0.7878)  loss_vfl_dn_0: 0.4604 (0.4609)  loss_vfl_dn_1: 0.3935 (0.3971)  loss_vfl_dn_2: 0.3828 (0.3810)  loss_vfl_dn_3: 0.3738 (0.3735)  loss_vfl_dn_4: 0.3708 (0.3707)  loss_vfl_dn_5: 0.3703 (0.3699)  time: 0.7577  data: 0.0144  max mem: 5654
Epoch: [29]  [5100/7393]  eta: 0:18:26  lr: 0.000010  loss: 16.1360 (16.4890)  loss_bbox: 0.1689 (0.1599)  loss_bbox_aux_0: 0.1767 (0.1738)  loss_bbox_aux_1: 0.1710 (0.1649)  loss_bbox_aux_2: 0.1685 (0.1622)  loss_bbox_aux_3: 0.1658 (0.1604)  loss_bbox_aux_4: 0.1685 (0.1598)  loss_bbox_aux_5: 0.2059 (0.2132)  loss_bbox_dn_0: 0.2656 (0.2866)  loss_bbox_dn_1: 0.1992 (0.2170)  loss_bbox_dn_2: 0.1787 (0.1948)  loss_bbox_dn_3: 0.1765 (0.1877)  loss_bbox_dn_4: 0.1752 (0.1862)  loss_bbox_dn_5: 0.1753 (0.1862)  loss_giou: 0.4659 (0.4877)  loss_giou_aux_0: 0.4795 (0.5127)  loss_giou_aux_1: 0.4814 (0.4977)  loss_giou_aux_2: 0.4667 (0.4926)  loss_giou_aux_3: 0.4658 (0.4888)  loss_giou_aux_4: 0.4665 (0.4878)  loss_giou_aux_5: 0.5603 (0.5811)  loss_giou_dn_0: 0.5926 (0.6038)  loss_giou_dn_1: 0.4906 (0.4984)  loss_giou_dn_2: 0.4491 (0.4693)  loss_giou_dn_3: 0.4389 (0.4608)  loss_giou_dn_4: 0.4369 (0.4588)  loss_giou_dn_5: 0.4368 (0.4589)  loss_vfl: 0.6858 (0.6965)  loss_vfl_aux_0: 0.8302 (0.8119)  loss_vfl_aux_1: 0.7536 (0.7581)  loss_vfl_aux_2: 0.7156 (0.7233)  loss_vfl_aux_3: 0.7064 (0.7076)  loss_vfl_aux_4: 0.6866 (0.6997)  loss_vfl_aux_5: 0.7714 (0.7877)  loss_vfl_dn_0: 0.4602 (0.4609)  loss_vfl_dn_1: 0.3942 (0.3971)  loss_vfl_dn_2: 0.3791 (0.3810)  loss_vfl_dn_3: 0.3730 (0.3735)  loss_vfl_dn_4: 0.3698 (0.3707)  loss_vfl_dn_5: 0.3668 (0.3699)  time: 0.4702  data: 0.0148  max mem: 5654
Epoch: [29]  [5200/7393]  eta: 0:17:38  lr: 0.000010  loss: 16.0790 (16.4906)  loss_bbox: 0.1454 (0.1599)  loss_bbox_aux_0: 0.1519 (0.1738)  loss_bbox_aux_1: 0.1485 (0.1650)  loss_bbox_aux_2: 0.1489 (0.1623)  loss_bbox_aux_3: 0.1460 (0.1604)  loss_bbox_aux_4: 0.1440 (0.1599)  loss_bbox_aux_5: 0.1865 (0.2132)  loss_bbox_dn_0: 0.2654 (0.2867)  loss_bbox_dn_1: 0.1924 (0.2171)  loss_bbox_dn_2: 0.1723 (0.1949)  loss_bbox_dn_3: 0.1716 (0.1878)  loss_bbox_dn_4: 0.1699 (0.1863)  loss_bbox_dn_5: 0.1698 (0.1863)  loss_giou: 0.4929 (0.4875)  loss_giou_aux_0: 0.5070 (0.5126)  loss_giou_aux_1: 0.4967 (0.4975)  loss_giou_aux_2: 0.5157 (0.4924)  loss_giou_aux_3: 0.4842 (0.4886)  loss_giou_aux_4: 0.4914 (0.4876)  loss_giou_aux_5: 0.6051 (0.5810)  loss_giou_dn_0: 0.6001 (0.6038)  loss_giou_dn_1: 0.5001 (0.4983)  loss_giou_dn_2: 0.4772 (0.4693)  loss_giou_dn_3: 0.4729 (0.4607)  loss_giou_dn_4: 0.4724 (0.4587)  loss_giou_dn_5: 0.4725 (0.4589)  loss_vfl: 0.6882 (0.6968)  loss_vfl_aux_0: 0.7956 (0.8121)  loss_vfl_aux_1: 0.7764 (0.7584)  loss_vfl_aux_2: 0.7403 (0.7237)  loss_vfl_aux_3: 0.7102 (0.7080)  loss_vfl_aux_4: 0.6936 (0.7000)  loss_vfl_aux_5: 0.7883 (0.7880)  loss_vfl_dn_0: 0.4662 (0.4610)  loss_vfl_dn_1: 0.3999 (0.3971)  loss_vfl_dn_2: 0.3822 (0.3811)  loss_vfl_dn_3: 0.3770 (0.3735)  loss_vfl_dn_4: 0.3705 (0.3707)  loss_vfl_dn_5: 0.3710 (0.3699)  time: 0.4702  data: 0.0142  max mem: 5654
Epoch: [29]  [5300/7393]  eta: 0:16:49  lr: 0.000010  loss: 17.0417 (16.4929)  loss_bbox: 0.1421 (0.1599)  loss_bbox_aux_0: 0.1504 (0.1738)  loss_bbox_aux_1: 0.1559 (0.1650)  loss_bbox_aux_2: 0.1473 (0.1624)  loss_bbox_aux_3: 0.1425 (0.1605)  loss_bbox_aux_4: 0.1441 (0.1599)  loss_bbox_aux_5: 0.1869 (0.2132)  loss_bbox_dn_0: 0.2440 (0.2865)  loss_bbox_dn_1: 0.1813 (0.2170)  loss_bbox_dn_2: 0.1671 (0.1948)  loss_bbox_dn_3: 0.1639 (0.1877)  loss_bbox_dn_4: 0.1648 (0.1862)  loss_bbox_dn_5: 0.1649 (0.1862)  loss_giou: 0.4900 (0.4879)  loss_giou_aux_0: 0.5087 (0.5130)  loss_giou_aux_1: 0.5053 (0.4979)  loss_giou_aux_2: 0.4999 (0.4929)  loss_giou_aux_3: 0.4900 (0.4891)  loss_giou_aux_4: 0.4952 (0.4880)  loss_giou_aux_5: 0.5864 (0.5813)  loss_giou_dn_0: 0.6202 (0.6040)  loss_giou_dn_1: 0.5134 (0.4986)  loss_giou_dn_2: 0.4813 (0.4696)  loss_giou_dn_3: 0.4685 (0.4610)  loss_giou_dn_4: 0.4631 (0.4590)  loss_giou_dn_5: 0.4631 (0.4591)  loss_vfl: 0.6992 (0.6966)  loss_vfl_aux_0: 0.8228 (0.8117)  loss_vfl_aux_1: 0.7525 (0.7581)  loss_vfl_aux_2: 0.7102 (0.7233)  loss_vfl_aux_3: 0.6969 (0.7077)  loss_vfl_aux_4: 0.6996 (0.6997)  loss_vfl_aux_5: 0.7876 (0.7878)  loss_vfl_dn_0: 0.4567 (0.4610)  loss_vfl_dn_1: 0.3944 (0.3971)  loss_vfl_dn_2: 0.3785 (0.3811)  loss_vfl_dn_3: 0.3710 (0.3735)  loss_vfl_dn_4: 0.3720 (0.3708)  loss_vfl_dn_5: 0.3678 (0.3700)  time: 0.4614  data: 0.0141  max mem: 5654
Epoch: [29]  [5400/7393]  eta: 0:16:01  lr: 0.000010  loss: 16.2471 (16.4928)  loss_bbox: 0.1774 (0.1600)  loss_bbox_aux_0: 0.1752 (0.1739)  loss_bbox_aux_1: 0.1661 (0.1651)  loss_bbox_aux_2: 0.1713 (0.1625)  loss_bbox_aux_3: 0.1703 (0.1606)  loss_bbox_aux_4: 0.1790 (0.1600)  loss_bbox_aux_5: 0.2161 (0.2132)  loss_bbox_dn_0: 0.3236 (0.2865)  loss_bbox_dn_1: 0.2564 (0.2170)  loss_bbox_dn_2: 0.2280 (0.1948)  loss_bbox_dn_3: 0.2134 (0.1877)  loss_bbox_dn_4: 0.2099 (0.1862)  loss_bbox_dn_5: 0.2099 (0.1862)  loss_giou: 0.4359 (0.4880)  loss_giou_aux_0: 0.4508 (0.5130)  loss_giou_aux_1: 0.4351 (0.4980)  loss_giou_aux_2: 0.4330 (0.4929)  loss_giou_aux_3: 0.4352 (0.4892)  loss_giou_aux_4: 0.4371 (0.4881)  loss_giou_aux_5: 0.5231 (0.5814)  loss_giou_dn_0: 0.5728 (0.6040)  loss_giou_dn_1: 0.4568 (0.4986)  loss_giou_dn_2: 0.4254 (0.4695)  loss_giou_dn_3: 0.4139 (0.4609)  loss_giou_dn_4: 0.4120 (0.4589)  loss_giou_dn_5: 0.4121 (0.4591)  loss_vfl: 0.6927 (0.6965)  loss_vfl_aux_0: 0.7882 (0.8116)  loss_vfl_aux_1: 0.7414 (0.7579)  loss_vfl_aux_2: 0.7092 (0.7231)  loss_vfl_aux_3: 0.6962 (0.7076)  loss_vfl_aux_4: 0.6841 (0.6996)  loss_vfl_aux_5: 0.8031 (0.7877)  loss_vfl_dn_0: 0.4497 (0.4610)  loss_vfl_dn_1: 0.3804 (0.3971)  loss_vfl_dn_2: 0.3630 (0.3811)  loss_vfl_dn_3: 0.3550 (0.3735)  loss_vfl_dn_4: 0.3523 (0.3707)  loss_vfl_dn_5: 0.3525 (0.3700)  time: 0.4780  data: 0.0143  max mem: 5654
Epoch: [29]  [5500/7393]  eta: 0:15:12  lr: 0.000010  loss: 16.5181 (16.4942)  loss_bbox: 0.1560 (0.1600)  loss_bbox_aux_0: 0.1642 (0.1739)  loss_bbox_aux_1: 0.1540 (0.1650)  loss_bbox_aux_2: 0.1535 (0.1624)  loss_bbox_aux_3: 0.1567 (0.1606)  loss_bbox_aux_4: 0.1559 (0.1600)  loss_bbox_aux_5: 0.1975 (0.2132)  loss_bbox_dn_0: 0.2660 (0.2865)  loss_bbox_dn_1: 0.2009 (0.2170)  loss_bbox_dn_2: 0.1788 (0.1948)  loss_bbox_dn_3: 0.1746 (0.1877)  loss_bbox_dn_4: 0.1743 (0.1862)  loss_bbox_dn_5: 0.1743 (0.1862)  loss_giou: 0.4897 (0.4880)  loss_giou_aux_0: 0.4778 (0.5130)  loss_giou_aux_1: 0.4826 (0.4980)  loss_giou_aux_2: 0.4830 (0.4929)  loss_giou_aux_3: 0.4838 (0.4892)  loss_giou_aux_4: 0.4854 (0.4881)  loss_giou_aux_5: 0.5808 (0.5814)  loss_giou_dn_0: 0.6120 (0.6040)  loss_giou_dn_1: 0.5187 (0.4986)  loss_giou_dn_2: 0.4827 (0.4695)  loss_giou_dn_3: 0.4754 (0.4609)  loss_giou_dn_4: 0.4730 (0.4589)  loss_giou_dn_5: 0.4728 (0.4591)  loss_vfl: 0.7188 (0.6967)  loss_vfl_aux_0: 0.8040 (0.8117)  loss_vfl_aux_1: 0.7488 (0.7582)  loss_vfl_aux_2: 0.7246 (0.7234)  loss_vfl_aux_3: 0.7151 (0.7078)  loss_vfl_aux_4: 0.7254 (0.6999)  loss_vfl_aux_5: 0.7557 (0.7879)  loss_vfl_dn_0: 0.4572 (0.4610)  loss_vfl_dn_1: 0.4051 (0.3971)  loss_vfl_dn_2: 0.3900 (0.3811)  loss_vfl_dn_3: 0.3819 (0.3735)  loss_vfl_dn_4: 0.3809 (0.3708)  loss_vfl_dn_5: 0.3790 (0.3700)  time: 0.4856  data: 0.0139  max mem: 5654
Epoch: [29]  [5600/7393]  eta: 0:14:25  lr: 0.000010  loss: 16.2671 (16.4964)  loss_bbox: 0.1414 (0.1601)  loss_bbox_aux_0: 0.1640 (0.1740)  loss_bbox_aux_1: 0.1525 (0.1651)  loss_bbox_aux_2: 0.1510 (0.1626)  loss_bbox_aux_3: 0.1445 (0.1607)  loss_bbox_aux_4: 0.1443 (0.1601)  loss_bbox_aux_5: 0.1979 (0.2133)  loss_bbox_dn_0: 0.2812 (0.2866)  loss_bbox_dn_1: 0.2098 (0.2171)  loss_bbox_dn_2: 0.1875 (0.1949)  loss_bbox_dn_3: 0.1821 (0.1878)  loss_bbox_dn_4: 0.1809 (0.1863)  loss_bbox_dn_5: 0.1809 (0.1863)  loss_giou: 0.5047 (0.4880)  loss_giou_aux_0: 0.5302 (0.5131)  loss_giou_aux_1: 0.5108 (0.4980)  loss_giou_aux_2: 0.5068 (0.4929)  loss_giou_aux_3: 0.5047 (0.4891)  loss_giou_aux_4: 0.4978 (0.4881)  loss_giou_aux_5: 0.6017 (0.5814)  loss_giou_dn_0: 0.5967 (0.6040)  loss_giou_dn_1: 0.5023 (0.4986)  loss_giou_dn_2: 0.4751 (0.4695)  loss_giou_dn_3: 0.4658 (0.4609)  loss_giou_dn_4: 0.4627 (0.4589)  loss_giou_dn_5: 0.4627 (0.4591)  loss_vfl: 0.6726 (0.6968)  loss_vfl_aux_0: 0.7853 (0.8118)  loss_vfl_aux_1: 0.7574 (0.7583)  loss_vfl_aux_2: 0.7124 (0.7235)  loss_vfl_aux_3: 0.6964 (0.7080)  loss_vfl_aux_4: 0.6780 (0.7000)  loss_vfl_aux_5: 0.7367 (0.7880)  loss_vfl_dn_0: 0.4516 (0.4610)  loss_vfl_dn_1: 0.3901 (0.3971)  loss_vfl_dn_2: 0.3764 (0.3811)  loss_vfl_dn_3: 0.3683 (0.3735)  loss_vfl_dn_4: 0.3671 (0.3708)  loss_vfl_dn_5: 0.3663 (0.3700)  time: 0.4679  data: 0.0144  max mem: 5654
Epoch: [29]  [5700/7393]  eta: 0:13:37  lr: 0.000010  loss: 16.5382 (16.4983)  loss_bbox: 0.1553 (0.1601)  loss_bbox_aux_0: 0.1745 (0.1739)  loss_bbox_aux_1: 0.1578 (0.1651)  loss_bbox_aux_2: 0.1595 (0.1625)  loss_bbox_aux_3: 0.1561 (0.1606)  loss_bbox_aux_4: 0.1553 (0.1601)  loss_bbox_aux_5: 0.2062 (0.2132)  loss_bbox_dn_0: 0.2786 (0.2863)  loss_bbox_dn_1: 0.1953 (0.2169)  loss_bbox_dn_2: 0.1749 (0.1947)  loss_bbox_dn_3: 0.1687 (0.1876)  loss_bbox_dn_4: 0.1684 (0.1861)  loss_bbox_dn_5: 0.1684 (0.1861)  loss_giou: 0.5026 (0.4885)  loss_giou_aux_0: 0.5356 (0.5135)  loss_giou_aux_1: 0.5202 (0.4984)  loss_giou_aux_2: 0.5153 (0.4934)  loss_giou_aux_3: 0.5065 (0.4897)  loss_giou_aux_4: 0.5036 (0.4886)  loss_giou_aux_5: 0.5994 (0.5819)  loss_giou_dn_0: 0.6009 (0.6043)  loss_giou_dn_1: 0.4882 (0.4989)  loss_giou_dn_2: 0.4658 (0.4698)  loss_giou_dn_3: 0.4564 (0.4612)  loss_giou_dn_4: 0.4532 (0.4592)  loss_giou_dn_5: 0.4538 (0.4594)  loss_vfl: 0.6971 (0.6966)  loss_vfl_aux_0: 0.7852 (0.8115)  loss_vfl_aux_1: 0.7918 (0.7581)  loss_vfl_aux_2: 0.7218 (0.7233)  loss_vfl_aux_3: 0.6860 (0.7077)  loss_vfl_aux_4: 0.6873 (0.6997)  loss_vfl_aux_5: 0.7501 (0.7877)  loss_vfl_dn_0: 0.4593 (0.4609)  loss_vfl_dn_1: 0.3994 (0.3971)  loss_vfl_dn_2: 0.3856 (0.3811)  loss_vfl_dn_3: 0.3770 (0.3736)  loss_vfl_dn_4: 0.3743 (0.3708)  loss_vfl_dn_5: 0.3722 (0.3701)  time: 0.4749  data: 0.0138  max mem: 5654
Epoch: [29]  [5800/7393]  eta: 0:12:48  lr: 0.000010  loss: 16.2338 (16.4961)  loss_bbox: 0.1576 (0.1601)  loss_bbox_aux_0: 0.1745 (0.1739)  loss_bbox_aux_1: 0.1647 (0.1651)  loss_bbox_aux_2: 0.1554 (0.1626)  loss_bbox_aux_3: 0.1575 (0.1607)  loss_bbox_aux_4: 0.1578 (0.1601)  loss_bbox_aux_5: 0.2161 (0.2132)  loss_bbox_dn_0: 0.3135 (0.2863)  loss_bbox_dn_1: 0.2287 (0.2169)  loss_bbox_dn_2: 0.1986 (0.1947)  loss_bbox_dn_3: 0.1944 (0.1876)  loss_bbox_dn_4: 0.1946 (0.1861)  loss_bbox_dn_5: 0.1948 (0.1861)  loss_giou: 0.3978 (0.4884)  loss_giou_aux_0: 0.4204 (0.5134)  loss_giou_aux_1: 0.4028 (0.4984)  loss_giou_aux_2: 0.4042 (0.4933)  loss_giou_aux_3: 0.4043 (0.4896)  loss_giou_aux_4: 0.3930 (0.4885)  loss_giou_aux_5: 0.4725 (0.5817)  loss_giou_dn_0: 0.5498 (0.6041)  loss_giou_dn_1: 0.4491 (0.4987)  loss_giou_dn_2: 0.4052 (0.4696)  loss_giou_dn_3: 0.3914 (0.4610)  loss_giou_dn_4: 0.3846 (0.4590)  loss_giou_dn_5: 0.3847 (0.4592)  loss_vfl: 0.6915 (0.6966)  loss_vfl_aux_0: 0.8168 (0.8115)  loss_vfl_aux_1: 0.7485 (0.7580)  loss_vfl_aux_2: 0.7183 (0.7232)  loss_vfl_aux_3: 0.7011 (0.7077)  loss_vfl_aux_4: 0.6989 (0.6997)  loss_vfl_aux_5: 0.8337 (0.7877)  loss_vfl_dn_0: 0.4620 (0.4609)  loss_vfl_dn_1: 0.3921 (0.3971)  loss_vfl_dn_2: 0.3756 (0.3811)  loss_vfl_dn_3: 0.3639 (0.3735)  loss_vfl_dn_4: 0.3616 (0.3708)  loss_vfl_dn_5: 0.3593 (0.3700)  time: 0.4686  data: 0.0139  max mem: 5654
Epoch: [29]  [5900/7393]  eta: 0:12:00  lr: 0.000010  loss: 16.6445 (16.4935)  loss_bbox: 0.1531 (0.1602)  loss_bbox_aux_0: 0.1652 (0.1740)  loss_bbox_aux_1: 0.1613 (0.1651)  loss_bbox_aux_2: 0.1541 (0.1626)  loss_bbox_aux_3: 0.1520 (0.1607)  loss_bbox_aux_4: 0.1496 (0.1601)  loss_bbox_aux_5: 0.2163 (0.2133)  loss_bbox_dn_0: 0.2824 (0.2864)  loss_bbox_dn_1: 0.2048 (0.2169)  loss_bbox_dn_2: 0.1842 (0.1947)  loss_bbox_dn_3: 0.1779 (0.1876)  loss_bbox_dn_4: 0.1760 (0.1861)  loss_bbox_dn_5: 0.1760 (0.1861)  loss_giou: 0.4623 (0.4882)  loss_giou_aux_0: 0.4878 (0.5133)  loss_giou_aux_1: 0.4683 (0.4982)  loss_giou_aux_2: 0.4571 (0.4932)  loss_giou_aux_3: 0.4621 (0.4894)  loss_giou_aux_4: 0.4596 (0.4883)  loss_giou_aux_5: 0.5696 (0.5815)  loss_giou_dn_0: 0.6049 (0.6039)  loss_giou_dn_1: 0.5030 (0.4985)  loss_giou_dn_2: 0.4690 (0.4694)  loss_giou_dn_3: 0.4584 (0.4608)  loss_giou_dn_4: 0.4581 (0.4588)  loss_giou_dn_5: 0.4586 (0.4589)  loss_vfl: 0.7020 (0.6965)  loss_vfl_aux_0: 0.8007 (0.8115)  loss_vfl_aux_1: 0.7506 (0.7579)  loss_vfl_aux_2: 0.7330 (0.7232)  loss_vfl_aux_3: 0.7103 (0.7076)  loss_vfl_aux_4: 0.7148 (0.6997)  loss_vfl_aux_5: 0.7864 (0.7878)  loss_vfl_dn_0: 0.4600 (0.4609)  loss_vfl_dn_1: 0.4004 (0.3971)  loss_vfl_dn_2: 0.3843 (0.3811)  loss_vfl_dn_3: 0.3779 (0.3735)  loss_vfl_dn_4: 0.3762 (0.3707)  loss_vfl_dn_5: 0.3752 (0.3699)  time: 0.4672  data: 0.0139  max mem: 5654
Epoch: [29]  [6000/7393]  eta: 0:11:11  lr: 0.000010  loss: 16.5640 (16.4938)  loss_bbox: 0.1574 (0.1602)  loss_bbox_aux_0: 0.1709 (0.1740)  loss_bbox_aux_1: 0.1573 (0.1652)  loss_bbox_aux_2: 0.1590 (0.1626)  loss_bbox_aux_3: 0.1613 (0.1607)  loss_bbox_aux_4: 0.1572 (0.1602)  loss_bbox_aux_5: 0.2061 (0.2133)  loss_bbox_dn_0: 0.2835 (0.2865)  loss_bbox_dn_1: 0.2256 (0.2170)  loss_bbox_dn_2: 0.2008 (0.1948)  loss_bbox_dn_3: 0.1906 (0.1877)  loss_bbox_dn_4: 0.1897 (0.1862)  loss_bbox_dn_5: 0.1893 (0.1862)  loss_giou: 0.4682 (0.4882)  loss_giou_aux_0: 0.4754 (0.5133)  loss_giou_aux_1: 0.4756 (0.4982)  loss_giou_aux_2: 0.4698 (0.4932)  loss_giou_aux_3: 0.4788 (0.4895)  loss_giou_aux_4: 0.4684 (0.4884)  loss_giou_aux_5: 0.5674 (0.5815)  loss_giou_dn_0: 0.5865 (0.6039)  loss_giou_dn_1: 0.4882 (0.4986)  loss_giou_dn_2: 0.4674 (0.4694)  loss_giou_dn_3: 0.4593 (0.4608)  loss_giou_dn_4: 0.4571 (0.4588)  loss_giou_dn_5: 0.4571 (0.4590)  loss_vfl: 0.6627 (0.6964)  loss_vfl_aux_0: 0.7473 (0.8113)  loss_vfl_aux_1: 0.7023 (0.7578)  loss_vfl_aux_2: 0.6876 (0.7231)  loss_vfl_aux_3: 0.6723 (0.7075)  loss_vfl_aux_4: 0.6538 (0.6996)  loss_vfl_aux_5: 0.7437 (0.7877)  loss_vfl_dn_0: 0.4474 (0.4609)  loss_vfl_dn_1: 0.3883 (0.3970)  loss_vfl_dn_2: 0.3779 (0.3810)  loss_vfl_dn_3: 0.3723 (0.3735)  loss_vfl_dn_4: 0.3687 (0.3707)  loss_vfl_dn_5: 0.3699 (0.3699)  time: 0.4679  data: 0.0140  max mem: 5654
Epoch: [29]  [6100/7393]  eta: 0:10:23  lr: 0.000010  loss: 16.8550 (16.4961)  loss_bbox: 0.1440 (0.1601)  loss_bbox_aux_0: 0.1542 (0.1739)  loss_bbox_aux_1: 0.1384 (0.1651)  loss_bbox_aux_2: 0.1395 (0.1626)  loss_bbox_aux_3: 0.1465 (0.1607)  loss_bbox_aux_4: 0.1434 (0.1601)  loss_bbox_aux_5: 0.1911 (0.2132)  loss_bbox_dn_0: 0.2642 (0.2864)  loss_bbox_dn_1: 0.1960 (0.2170)  loss_bbox_dn_2: 0.1730 (0.1948)  loss_bbox_dn_3: 0.1667 (0.1877)  loss_bbox_dn_4: 0.1631 (0.1862)  loss_bbox_dn_5: 0.1630 (0.1862)  loss_giou: 0.5107 (0.4884)  loss_giou_aux_0: 0.5347 (0.5134)  loss_giou_aux_1: 0.5216 (0.4983)  loss_giou_aux_2: 0.5059 (0.4933)  loss_giou_aux_3: 0.5096 (0.4896)  loss_giou_aux_4: 0.5110 (0.4885)  loss_giou_aux_5: 0.6050 (0.5817)  loss_giou_dn_0: 0.6236 (0.6041)  loss_giou_dn_1: 0.5196 (0.4987)  loss_giou_dn_2: 0.4972 (0.4697)  loss_giou_dn_3: 0.4883 (0.4611)  loss_giou_dn_4: 0.4889 (0.4591)  loss_giou_dn_5: 0.4905 (0.4592)  loss_vfl: 0.6849 (0.6965)  loss_vfl_aux_0: 0.8086 (0.8114)  loss_vfl_aux_1: 0.7332 (0.7579)  loss_vfl_aux_2: 0.7180 (0.7232)  loss_vfl_aux_3: 0.6980 (0.7076)  loss_vfl_aux_4: 0.6831 (0.6996)  loss_vfl_aux_5: 0.7644 (0.7877)  loss_vfl_dn_0: 0.4522 (0.4608)  loss_vfl_dn_1: 0.3958 (0.3970)  loss_vfl_dn_2: 0.3824 (0.3810)  loss_vfl_dn_3: 0.3749 (0.3735)  loss_vfl_dn_4: 0.3717 (0.3707)  loss_vfl_dn_5: 0.3730 (0.3699)  time: 0.4655  data: 0.0134  max mem: 5654
Epoch: [29]  [6200/7393]  eta: 0:09:34  lr: 0.000010  loss: 15.9487 (16.4962)  loss_bbox: 0.1411 (0.1602)  loss_bbox_aux_0: 0.1590 (0.1739)  loss_bbox_aux_1: 0.1529 (0.1652)  loss_bbox_aux_2: 0.1514 (0.1627)  loss_bbox_aux_3: 0.1421 (0.1608)  loss_bbox_aux_4: 0.1454 (0.1602)  loss_bbox_aux_5: 0.1925 (0.2133)  loss_bbox_dn_0: 0.2796 (0.2865)  loss_bbox_dn_1: 0.2105 (0.2170)  loss_bbox_dn_2: 0.1957 (0.1948)  loss_bbox_dn_3: 0.1890 (0.1878)  loss_bbox_dn_4: 0.1867 (0.1863)  loss_bbox_dn_5: 0.1867 (0.1863)  loss_giou: 0.4789 (0.4883)  loss_giou_aux_0: 0.4964 (0.5132)  loss_giou_aux_1: 0.4889 (0.4982)  loss_giou_aux_2: 0.4872 (0.4932)  loss_giou_aux_3: 0.4862 (0.4895)  loss_giou_aux_4: 0.4789 (0.4884)  loss_giou_aux_5: 0.5501 (0.5815)  loss_giou_dn_0: 0.5987 (0.6040)  loss_giou_dn_1: 0.4917 (0.4986)  loss_giou_dn_2: 0.4710 (0.4695)  loss_giou_dn_3: 0.4618 (0.4609)  loss_giou_dn_4: 0.4604 (0.4589)  loss_giou_dn_5: 0.4604 (0.4591)  loss_vfl: 0.6635 (0.6966)  loss_vfl_aux_0: 0.7856 (0.8115)  loss_vfl_aux_1: 0.7221 (0.7580)  loss_vfl_aux_2: 0.6787 (0.7233)  loss_vfl_aux_3: 0.6779 (0.7078)  loss_vfl_aux_4: 0.6625 (0.6998)  loss_vfl_aux_5: 0.7614 (0.7878)  loss_vfl_dn_0: 0.4585 (0.4608)  loss_vfl_dn_1: 0.3957 (0.3970)  loss_vfl_dn_2: 0.3752 (0.3810)  loss_vfl_dn_3: 0.3683 (0.3734)  loss_vfl_dn_4: 0.3651 (0.3707)  loss_vfl_dn_5: 0.3662 (0.3699)  time: 0.4866  data: 0.0142  max mem: 5654
Epoch: [29]  [6300/7393]  eta: 0:08:46  lr: 0.000010  loss: 16.5806 (16.4954)  loss_bbox: 0.1632 (0.1603)  loss_bbox_aux_0: 0.1783 (0.1740)  loss_bbox_aux_1: 0.1698 (0.1653)  loss_bbox_aux_2: 0.1704 (0.1628)  loss_bbox_aux_3: 0.1661 (0.1609)  loss_bbox_aux_4: 0.1632 (0.1603)  loss_bbox_aux_5: 0.2136 (0.2134)  loss_bbox_dn_0: 0.2728 (0.2866)  loss_bbox_dn_1: 0.2162 (0.2171)  loss_bbox_dn_2: 0.1915 (0.1949)  loss_bbox_dn_3: 0.1817 (0.1878)  loss_bbox_dn_4: 0.1801 (0.1863)  loss_bbox_dn_5: 0.1800 (0.1863)  loss_giou: 0.4657 (0.4882)  loss_giou_aux_0: 0.5085 (0.5132)  loss_giou_aux_1: 0.4985 (0.4981)  loss_giou_aux_2: 0.4901 (0.4931)  loss_giou_aux_3: 0.4696 (0.4894)  loss_giou_aux_4: 0.4714 (0.4883)  loss_giou_aux_5: 0.5663 (0.5814)  loss_giou_dn_0: 0.6045 (0.6039)  loss_giou_dn_1: 0.4899 (0.4985)  loss_giou_dn_2: 0.4616 (0.4694)  loss_giou_dn_3: 0.4491 (0.4608)  loss_giou_dn_4: 0.4465 (0.4588)  loss_giou_dn_5: 0.4469 (0.4590)  loss_vfl: 0.6838 (0.6964)  loss_vfl_aux_0: 0.8145 (0.8115)  loss_vfl_aux_1: 0.7575 (0.7579)  loss_vfl_aux_2: 0.6989 (0.7231)  loss_vfl_aux_3: 0.6941 (0.7076)  loss_vfl_aux_4: 0.6904 (0.6996)  loss_vfl_aux_5: 0.7885 (0.7879)  loss_vfl_dn_0: 0.4616 (0.4608)  loss_vfl_dn_1: 0.3974 (0.3970)  loss_vfl_dn_2: 0.3843 (0.3810)  loss_vfl_dn_3: 0.3783 (0.3734)  loss_vfl_dn_4: 0.3758 (0.3707)  loss_vfl_dn_5: 0.3760 (0.3699)  time: 0.4835  data: 0.0140  max mem: 5654
Epoch: [29]  [6400/7393]  eta: 0:07:58  lr: 0.000010  loss: 16.5296 (16.4966)  loss_bbox: 0.1552 (0.1603)  loss_bbox_aux_0: 0.1682 (0.1740)  loss_bbox_aux_1: 0.1589 (0.1653)  loss_bbox_aux_2: 0.1538 (0.1628)  loss_bbox_aux_3: 0.1540 (0.1609)  loss_bbox_aux_4: 0.1537 (0.1603)  loss_bbox_aux_5: 0.1988 (0.2134)  loss_bbox_dn_0: 0.2644 (0.2865)  loss_bbox_dn_1: 0.2100 (0.2171)  loss_bbox_dn_2: 0.1933 (0.1949)  loss_bbox_dn_3: 0.1874 (0.1878)  loss_bbox_dn_4: 0.1841 (0.1863)  loss_bbox_dn_5: 0.1836 (0.1863)  loss_giou: 0.4439 (0.4883)  loss_giou_aux_0: 0.4715 (0.5132)  loss_giou_aux_1: 0.4754 (0.4982)  loss_giou_aux_2: 0.4685 (0.4932)  loss_giou_aux_3: 0.4385 (0.4895)  loss_giou_aux_4: 0.4379 (0.4884)  loss_giou_aux_5: 0.5542 (0.5814)  loss_giou_dn_0: 0.5852 (0.6039)  loss_giou_dn_1: 0.4877 (0.4985)  loss_giou_dn_2: 0.4584 (0.4694)  loss_giou_dn_3: 0.4505 (0.4608)  loss_giou_dn_4: 0.4482 (0.4588)  loss_giou_dn_5: 0.4478 (0.4590)  loss_vfl: 0.7134 (0.6966)  loss_vfl_aux_0: 0.7755 (0.8116)  loss_vfl_aux_1: 0.7486 (0.7581)  loss_vfl_aux_2: 0.7276 (0.7233)  loss_vfl_aux_3: 0.7058 (0.7077)  loss_vfl_aux_4: 0.7169 (0.6998)  loss_vfl_aux_5: 0.7868 (0.7880)  loss_vfl_dn_0: 0.4568 (0.4609)  loss_vfl_dn_1: 0.3936 (0.3970)  loss_vfl_dn_2: 0.3786 (0.3810)  loss_vfl_dn_3: 0.3656 (0.3734)  loss_vfl_dn_4: 0.3604 (0.3707)  loss_vfl_dn_5: 0.3590 (0.3699)  time: 0.4651  data: 0.0135  max mem: 5654
Epoch: [29]  [6500/7393]  eta: 0:07:10  lr: 0.000010  loss: 16.5765 (16.4957)  loss_bbox: 0.1506 (0.1603)  loss_bbox_aux_0: 0.1798 (0.1740)  loss_bbox_aux_1: 0.1699 (0.1653)  loss_bbox_aux_2: 0.1657 (0.1628)  loss_bbox_aux_3: 0.1584 (0.1609)  loss_bbox_aux_4: 0.1587 (0.1603)  loss_bbox_aux_5: 0.2201 (0.2133)  loss_bbox_dn_0: 0.2776 (0.2864)  loss_bbox_dn_1: 0.2125 (0.2170)  loss_bbox_dn_2: 0.1919 (0.1948)  loss_bbox_dn_3: 0.1881 (0.1877)  loss_bbox_dn_4: 0.1860 (0.1862)  loss_bbox_dn_5: 0.1861 (0.1862)  loss_giou: 0.4804 (0.4885)  loss_giou_aux_0: 0.5030 (0.5133)  loss_giou_aux_1: 0.4893 (0.4983)  loss_giou_aux_2: 0.4888 (0.4934)  loss_giou_aux_3: 0.4838 (0.4897)  loss_giou_aux_4: 0.4802 (0.4885)  loss_giou_aux_5: 0.5640 (0.5816)  loss_giou_dn_0: 0.5935 (0.6039)  loss_giou_dn_1: 0.4968 (0.4986)  loss_giou_dn_2: 0.4680 (0.4695)  loss_giou_dn_3: 0.4606 (0.4609)  loss_giou_dn_4: 0.4590 (0.4589)  loss_giou_dn_5: 0.4588 (0.4591)  loss_vfl: 0.7051 (0.6964)  loss_vfl_aux_0: 0.7750 (0.8114)  loss_vfl_aux_1: 0.7323 (0.7579)  loss_vfl_aux_2: 0.7034 (0.7230)  loss_vfl_aux_3: 0.7043 (0.7076)  loss_vfl_aux_4: 0.6967 (0.6996)  loss_vfl_aux_5: 0.7775 (0.7879)  loss_vfl_dn_0: 0.4531 (0.4608)  loss_vfl_dn_1: 0.4047 (0.3970)  loss_vfl_dn_2: 0.3903 (0.3810)  loss_vfl_dn_3: 0.3783 (0.3734)  loss_vfl_dn_4: 0.3763 (0.3707)  loss_vfl_dn_5: 0.3734 (0.3699)  time: 0.4813  data: 0.0141  max mem: 5654
Epoch: [29]  [6600/7393]  eta: 0:06:21  lr: 0.000010  loss: 16.0073 (16.4955)  loss_bbox: 0.1722 (0.1604)  loss_bbox_aux_0: 0.1766 (0.1740)  loss_bbox_aux_1: 0.1753 (0.1654)  loss_bbox_aux_2: 0.1670 (0.1629)  loss_bbox_aux_3: 0.1686 (0.1609)  loss_bbox_aux_4: 0.1702 (0.1603)  loss_bbox_aux_5: 0.2233 (0.2134)  loss_bbox_dn_0: 0.3030 (0.2866)  loss_bbox_dn_1: 0.2321 (0.2172)  loss_bbox_dn_2: 0.2093 (0.1949)  loss_bbox_dn_3: 0.2044 (0.1879)  loss_bbox_dn_4: 0.2014 (0.1864)  loss_bbox_dn_5: 0.2013 (0.1864)  loss_giou: 0.4520 (0.4883)  loss_giou_aux_0: 0.4575 (0.5131)  loss_giou_aux_1: 0.4526 (0.4980)  loss_giou_aux_2: 0.4608 (0.4932)  loss_giou_aux_3: 0.4448 (0.4894)  loss_giou_aux_4: 0.4408 (0.4883)  loss_giou_aux_5: 0.5313 (0.5813)  loss_giou_dn_0: 0.5708 (0.6038)  loss_giou_dn_1: 0.4711 (0.4985)  loss_giou_dn_2: 0.4367 (0.4694)  loss_giou_dn_3: 0.4321 (0.4608)  loss_giou_dn_4: 0.4330 (0.4588)  loss_giou_dn_5: 0.4328 (0.4589)  loss_vfl: 0.6647 (0.6965)  loss_vfl_aux_0: 0.7897 (0.8116)  loss_vfl_aux_1: 0.7383 (0.7581)  loss_vfl_aux_2: 0.6815 (0.7230)  loss_vfl_aux_3: 0.6710 (0.7076)  loss_vfl_aux_4: 0.6655 (0.6997)  loss_vfl_aux_5: 0.7527 (0.7881)  loss_vfl_dn_0: 0.4614 (0.4608)  loss_vfl_dn_1: 0.3980 (0.3970)  loss_vfl_dn_2: 0.3815 (0.3810)  loss_vfl_dn_3: 0.3756 (0.3734)  loss_vfl_dn_4: 0.3735 (0.3707)  loss_vfl_dn_5: 0.3714 (0.3699)  time: 0.4755  data: 0.0143  max mem: 5654
Epoch: [29]  [6700/7393]  eta: 0:05:33  lr: 0.000010  loss: 16.6055 (16.4958)  loss_bbox: 0.1682 (0.1603)  loss_bbox_aux_0: 0.1741 (0.1739)  loss_bbox_aux_1: 0.1635 (0.1653)  loss_bbox_aux_2: 0.1674 (0.1628)  loss_bbox_aux_3: 0.1660 (0.1609)  loss_bbox_aux_4: 0.1670 (0.1603)  loss_bbox_aux_5: 0.2101 (0.2132)  loss_bbox_dn_0: 0.3041 (0.2865)  loss_bbox_dn_1: 0.2351 (0.2171)  loss_bbox_dn_2: 0.2177 (0.1949)  loss_bbox_dn_3: 0.2113 (0.1878)  loss_bbox_dn_4: 0.2083 (0.1863)  loss_bbox_dn_5: 0.2084 (0.1863)  loss_giou: 0.4825 (0.4885)  loss_giou_aux_0: 0.5005 (0.5133)  loss_giou_aux_1: 0.4685 (0.4982)  loss_giou_aux_2: 0.4777 (0.4934)  loss_giou_aux_3: 0.4784 (0.4896)  loss_giou_aux_4: 0.4828 (0.4885)  loss_giou_aux_5: 0.5696 (0.5815)  loss_giou_dn_0: 0.5876 (0.6039)  loss_giou_dn_1: 0.4896 (0.4986)  loss_giou_dn_2: 0.4676 (0.4695)  loss_giou_dn_3: 0.4609 (0.4609)  loss_giou_dn_4: 0.4589 (0.4589)  loss_giou_dn_5: 0.4590 (0.4591)  loss_vfl: 0.6804 (0.6964)  loss_vfl_aux_0: 0.8095 (0.8115)  loss_vfl_aux_1: 0.7736 (0.7580)  loss_vfl_aux_2: 0.7243 (0.7229)  loss_vfl_aux_3: 0.7022 (0.7075)  loss_vfl_aux_4: 0.6932 (0.6996)  loss_vfl_aux_5: 0.7847 (0.7879)  loss_vfl_dn_0: 0.4587 (0.4607)  loss_vfl_dn_1: 0.3872 (0.3969)  loss_vfl_dn_2: 0.3745 (0.3810)  loss_vfl_dn_3: 0.3649 (0.3734)  loss_vfl_dn_4: 0.3642 (0.3706)  loss_vfl_dn_5: 0.3630 (0.3699)  time: 0.4694  data: 0.0142  max mem: 5654
Epoch: [29]  [6800/7393]  eta: 0:04:45  lr: 0.000010  loss: 17.0969 (16.4948)  loss_bbox: 0.1568 (0.1603)  loss_bbox_aux_0: 0.1691 (0.1739)  loss_bbox_aux_1: 0.1641 (0.1653)  loss_bbox_aux_2: 0.1590 (0.1628)  loss_bbox_aux_3: 0.1623 (0.1609)  loss_bbox_aux_4: 0.1577 (0.1603)  loss_bbox_aux_5: 0.2075 (0.2132)  loss_bbox_dn_0: 0.2650 (0.2864)  loss_bbox_dn_1: 0.2014 (0.2170)  loss_bbox_dn_2: 0.1843 (0.1948)  loss_bbox_dn_3: 0.1748 (0.1878)  loss_bbox_dn_4: 0.1716 (0.1863)  loss_bbox_dn_5: 0.1715 (0.1863)  loss_giou: 0.4448 (0.4884)  loss_giou_aux_0: 0.5002 (0.5133)  loss_giou_aux_1: 0.4730 (0.4982)  loss_giou_aux_2: 0.4626 (0.4933)  loss_giou_aux_3: 0.4528 (0.4896)  loss_giou_aux_4: 0.4594 (0.4885)  loss_giou_aux_5: 0.5781 (0.5815)  loss_giou_dn_0: 0.5992 (0.6039)  loss_giou_dn_1: 0.4867 (0.4986)  loss_giou_dn_2: 0.4529 (0.4695)  loss_giou_dn_3: 0.4377 (0.4609)  loss_giou_dn_4: 0.4378 (0.4589)  loss_giou_dn_5: 0.4382 (0.4591)  loss_vfl: 0.6987 (0.6964)  loss_vfl_aux_0: 0.8001 (0.8114)  loss_vfl_aux_1: 0.7618 (0.7579)  loss_vfl_aux_2: 0.7287 (0.7229)  loss_vfl_aux_3: 0.7210 (0.7075)  loss_vfl_aux_4: 0.7004 (0.6995)  loss_vfl_aux_5: 0.7733 (0.7878)  loss_vfl_dn_0: 0.4563 (0.4607)  loss_vfl_dn_1: 0.3993 (0.3969)  loss_vfl_dn_2: 0.3880 (0.3810)  loss_vfl_dn_3: 0.3834 (0.3734)  loss_vfl_dn_4: 0.3804 (0.3707)  loss_vfl_dn_5: 0.3811 (0.3699)  time: 0.4749  data: 0.0151  max mem: 5654
Epoch: [29]  [6900/7393]  eta: 0:03:57  lr: 0.000010  loss: 16.6628 (16.4952)  loss_bbox: 0.1450 (0.1603)  loss_bbox_aux_0: 0.1814 (0.1740)  loss_bbox_aux_1: 0.1583 (0.1654)  loss_bbox_aux_2: 0.1643 (0.1629)  loss_bbox_aux_3: 0.1470 (0.1609)  loss_bbox_aux_4: 0.1450 (0.1603)  loss_bbox_aux_5: 0.2090 (0.2133)  loss_bbox_dn_0: 0.2594 (0.2864)  loss_bbox_dn_1: 0.1919 (0.2171)  loss_bbox_dn_2: 0.1699 (0.1949)  loss_bbox_dn_3: 0.1608 (0.1878)  loss_bbox_dn_4: 0.1602 (0.1863)  loss_bbox_dn_5: 0.1602 (0.1863)  loss_giou: 0.4677 (0.4886)  loss_giou_aux_0: 0.4927 (0.5135)  loss_giou_aux_1: 0.5013 (0.4984)  loss_giou_aux_2: 0.4874 (0.4935)  loss_giou_aux_3: 0.4745 (0.4898)  loss_giou_aux_4: 0.4768 (0.4887)  loss_giou_aux_5: 0.5690 (0.5816)  loss_giou_dn_0: 0.5921 (0.6040)  loss_giou_dn_1: 0.4862 (0.4987)  loss_giou_dn_2: 0.4655 (0.4696)  loss_giou_dn_3: 0.4524 (0.4610)  loss_giou_dn_4: 0.4513 (0.4590)  loss_giou_dn_5: 0.4513 (0.4592)  loss_vfl: 0.6780 (0.6962)  loss_vfl_aux_0: 0.7954 (0.8111)  loss_vfl_aux_1: 0.7257 (0.7576)  loss_vfl_aux_2: 0.6916 (0.7226)  loss_vfl_aux_3: 0.6767 (0.7072)  loss_vfl_aux_4: 0.6755 (0.6993)  loss_vfl_aux_5: 0.7693 (0.7877)  loss_vfl_dn_0: 0.4548 (0.4607)  loss_vfl_dn_1: 0.3910 (0.3969)  loss_vfl_dn_2: 0.3706 (0.3809)  loss_vfl_dn_3: 0.3587 (0.3734)  loss_vfl_dn_4: 0.3552 (0.3706)  loss_vfl_dn_5: 0.3574 (0.3698)  time: 0.4690  data: 0.0143  max mem: 5654
Epoch: [29]  [7000/7393]  eta: 0:03:09  lr: 0.000010  loss: 15.9215 (16.4968)  loss_bbox: 0.1514 (0.1603)  loss_bbox_aux_0: 0.1533 (0.1739)  loss_bbox_aux_1: 0.1475 (0.1653)  loss_bbox_aux_2: 0.1410 (0.1628)  loss_bbox_aux_3: 0.1497 (0.1609)  loss_bbox_aux_4: 0.1501 (0.1603)  loss_bbox_aux_5: 0.2024 (0.2132)  loss_bbox_dn_0: 0.2592 (0.2862)  loss_bbox_dn_1: 0.1939 (0.2169)  loss_bbox_dn_2: 0.1688 (0.1947)  loss_bbox_dn_3: 0.1619 (0.1876)  loss_bbox_dn_4: 0.1614 (0.1862)  loss_bbox_dn_5: 0.1614 (0.1862)  loss_giou: 0.4606 (0.4889)  loss_giou_aux_0: 0.4798 (0.5137)  loss_giou_aux_1: 0.4735 (0.4986)  loss_giou_aux_2: 0.4722 (0.4938)  loss_giou_aux_3: 0.4613 (0.4901)  loss_giou_aux_4: 0.4607 (0.4890)  loss_giou_aux_5: 0.5516 (0.5819)  loss_giou_dn_0: 0.5652 (0.6042)  loss_giou_dn_1: 0.4596 (0.4989)  loss_giou_dn_2: 0.4347 (0.4698)  loss_giou_dn_3: 0.4229 (0.4612)  loss_giou_dn_4: 0.4221 (0.4592)  loss_giou_dn_5: 0.4221 (0.4593)  loss_vfl: 0.6805 (0.6961)  loss_vfl_aux_0: 0.7924 (0.8110)  loss_vfl_aux_1: 0.7468 (0.7575)  loss_vfl_aux_2: 0.6926 (0.7226)  loss_vfl_aux_3: 0.6808 (0.7072)  loss_vfl_aux_4: 0.6741 (0.6992)  loss_vfl_aux_5: 0.7968 (0.7876)  loss_vfl_dn_0: 0.4587 (0.4607)  loss_vfl_dn_1: 0.3961 (0.3969)  loss_vfl_dn_2: 0.3809 (0.3810)  loss_vfl_dn_3: 0.3757 (0.3734)  loss_vfl_dn_4: 0.3718 (0.3706)  loss_vfl_dn_5: 0.3693 (0.3699)  time: 0.4766  data: 0.0135  max mem: 5654
Epoch: [29]  [7100/7393]  eta: 0:02:21  lr: 0.000010  loss: 16.4469 (16.4992)  loss_bbox: 0.1709 (0.1603)  loss_bbox_aux_0: 0.1624 (0.1739)  loss_bbox_aux_1: 0.1644 (0.1653)  loss_bbox_aux_2: 0.1638 (0.1628)  loss_bbox_aux_3: 0.1635 (0.1609)  loss_bbox_aux_4: 0.1600 (0.1603)  loss_bbox_aux_5: 0.2105 (0.2132)  loss_bbox_dn_0: 0.2685 (0.2861)  loss_bbox_dn_1: 0.1986 (0.2169)  loss_bbox_dn_2: 0.1773 (0.1946)  loss_bbox_dn_3: 0.1720 (0.1876)  loss_bbox_dn_4: 0.1701 (0.1861)  loss_bbox_dn_5: 0.1701 (0.1861)  loss_giou: 0.5217 (0.4893)  loss_giou_aux_0: 0.5125 (0.5141)  loss_giou_aux_1: 0.5004 (0.4989)  loss_giou_aux_2: 0.5148 (0.4941)  loss_giou_aux_3: 0.5137 (0.4904)  loss_giou_aux_4: 0.5168 (0.4893)  loss_giou_aux_5: 0.5910 (0.5823)  loss_giou_dn_0: 0.6206 (0.6045)  loss_giou_dn_1: 0.5084 (0.4991)  loss_giou_dn_2: 0.4824 (0.4700)  loss_giou_dn_3: 0.4753 (0.4614)  loss_giou_dn_4: 0.4723 (0.4594)  loss_giou_dn_5: 0.4724 (0.4596)  loss_vfl: 0.6660 (0.6960)  loss_vfl_aux_0: 0.7873 (0.8109)  loss_vfl_aux_1: 0.7499 (0.7575)  loss_vfl_aux_2: 0.7114 (0.7226)  loss_vfl_aux_3: 0.6944 (0.7071)  loss_vfl_aux_4: 0.6702 (0.6991)  loss_vfl_aux_5: 0.7662 (0.7874)  loss_vfl_dn_0: 0.4609 (0.4607)  loss_vfl_dn_1: 0.3990 (0.3969)  loss_vfl_dn_2: 0.3797 (0.3810)  loss_vfl_dn_3: 0.3743 (0.3734)  loss_vfl_dn_4: 0.3709 (0.3706)  loss_vfl_dn_5: 0.3691 (0.3699)  time: 0.4657  data: 0.0150  max mem: 5654
Epoch: [29]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 16.3321 (16.4984)  loss_bbox: 0.1482 (0.1604)  loss_bbox_aux_0: 0.1693 (0.1739)  loss_bbox_aux_1: 0.1644 (0.1653)  loss_bbox_aux_2: 0.1551 (0.1628)  loss_bbox_aux_3: 0.1492 (0.1609)  loss_bbox_aux_4: 0.1482 (0.1604)  loss_bbox_aux_5: 0.2142 (0.2132)  loss_bbox_dn_0: 0.2872 (0.2861)  loss_bbox_dn_1: 0.2145 (0.2168)  loss_bbox_dn_2: 0.1839 (0.1946)  loss_bbox_dn_3: 0.1751 (0.1875)  loss_bbox_dn_4: 0.1734 (0.1860)  loss_bbox_dn_5: 0.1734 (0.1860)  loss_giou: 0.4294 (0.4892)  loss_giou_aux_0: 0.4645 (0.5140)  loss_giou_aux_1: 0.4504 (0.4989)  loss_giou_aux_2: 0.4344 (0.4941)  loss_giou_aux_3: 0.4308 (0.4904)  loss_giou_aux_4: 0.4266 (0.4893)  loss_giou_aux_5: 0.5416 (0.5822)  loss_giou_dn_0: 0.5770 (0.6045)  loss_giou_dn_1: 0.4750 (0.4991)  loss_giou_dn_2: 0.4474 (0.4700)  loss_giou_dn_3: 0.4394 (0.4614)  loss_giou_dn_4: 0.4353 (0.4594)  loss_giou_dn_5: 0.4352 (0.4595)  loss_vfl: 0.7117 (0.6959)  loss_vfl_aux_0: 0.8175 (0.8108)  loss_vfl_aux_1: 0.7454 (0.7574)  loss_vfl_aux_2: 0.7207 (0.7225)  loss_vfl_aux_3: 0.7078 (0.7070)  loss_vfl_aux_4: 0.7148 (0.6991)  loss_vfl_aux_5: 0.8079 (0.7874)  loss_vfl_dn_0: 0.4568 (0.4607)  loss_vfl_dn_1: 0.3940 (0.3969)  loss_vfl_dn_2: 0.3723 (0.3810)  loss_vfl_dn_3: 0.3622 (0.3734)  loss_vfl_dn_4: 0.3614 (0.3706)  loss_vfl_dn_5: 0.3609 (0.3698)  time: 0.4700  data: 0.0142  max mem: 5654
Epoch: [29]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 16.6664 (16.4964)  loss_bbox: 0.1539 (0.1604)  loss_bbox_aux_0: 0.1532 (0.1739)  loss_bbox_aux_1: 0.1544 (0.1653)  loss_bbox_aux_2: 0.1457 (0.1628)  loss_bbox_aux_3: 0.1514 (0.1609)  loss_bbox_aux_4: 0.1516 (0.1603)  loss_bbox_aux_5: 0.1914 (0.2132)  loss_bbox_dn_0: 0.2679 (0.2860)  loss_bbox_dn_1: 0.1976 (0.2168)  loss_bbox_dn_2: 0.1738 (0.1946)  loss_bbox_dn_3: 0.1651 (0.1875)  loss_bbox_dn_4: 0.1632 (0.1860)  loss_bbox_dn_5: 0.1633 (0.1860)  loss_giou: 0.5326 (0.4892)  loss_giou_aux_0: 0.5262 (0.5140)  loss_giou_aux_1: 0.5209 (0.4989)  loss_giou_aux_2: 0.5255 (0.4940)  loss_giou_aux_3: 0.5356 (0.4903)  loss_giou_aux_4: 0.5380 (0.4892)  loss_giou_aux_5: 0.5975 (0.5822)  loss_giou_dn_0: 0.6093 (0.6044)  loss_giou_dn_1: 0.5088 (0.4990)  loss_giou_dn_2: 0.4825 (0.4699)  loss_giou_dn_3: 0.4729 (0.4613)  loss_giou_dn_4: 0.4705 (0.4593)  loss_giou_dn_5: 0.4708 (0.4595)  loss_vfl: 0.6729 (0.6958)  loss_vfl_aux_0: 0.8049 (0.8107)  loss_vfl_aux_1: 0.7513 (0.7573)  loss_vfl_aux_2: 0.7215 (0.7224)  loss_vfl_aux_3: 0.6928 (0.7069)  loss_vfl_aux_4: 0.6810 (0.6990)  loss_vfl_aux_5: 0.7777 (0.7873)  loss_vfl_dn_0: 0.4586 (0.4606)  loss_vfl_dn_1: 0.3995 (0.3969)  loss_vfl_dn_2: 0.3817 (0.3810)  loss_vfl_dn_3: 0.3755 (0.3733)  loss_vfl_dn_4: 0.3710 (0.3706)  loss_vfl_dn_5: 0.3703 (0.3698)  time: 0.4758  data: 0.0142  max mem: 5654
Epoch: [29]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.3367 (16.4967)  loss_bbox: 0.1602 (0.1604)  loss_bbox_aux_0: 0.1733 (0.1740)  loss_bbox_aux_1: 0.1648 (0.1654)  loss_bbox_aux_2: 0.1622 (0.1629)  loss_bbox_aux_3: 0.1589 (0.1610)  loss_bbox_aux_4: 0.1571 (0.1604)  loss_bbox_aux_5: 0.2141 (0.2132)  loss_bbox_dn_0: 0.2788 (0.2862)  loss_bbox_dn_1: 0.2066 (0.2168)  loss_bbox_dn_2: 0.1879 (0.1946)  loss_bbox_dn_3: 0.1803 (0.1876)  loss_bbox_dn_4: 0.1783 (0.1861)  loss_bbox_dn_5: 0.1783 (0.1861)  loss_giou: 0.4491 (0.4890)  loss_giou_aux_0: 0.4772 (0.5138)  loss_giou_aux_1: 0.4685 (0.4987)  loss_giou_aux_2: 0.4629 (0.4939)  loss_giou_aux_3: 0.4435 (0.4902)  loss_giou_aux_4: 0.4627 (0.4891)  loss_giou_aux_5: 0.5424 (0.5821)  loss_giou_dn_0: 0.5895 (0.6043)  loss_giou_dn_1: 0.4781 (0.4989)  loss_giou_dn_2: 0.4504 (0.4698)  loss_giou_dn_3: 0.4372 (0.4612)  loss_giou_dn_4: 0.4345 (0.4592)  loss_giou_dn_5: 0.4346 (0.4594)  loss_vfl: 0.7199 (0.6960)  loss_vfl_aux_0: 0.8372 (0.8108)  loss_vfl_aux_1: 0.7622 (0.7573)  loss_vfl_aux_2: 0.7432 (0.7224)  loss_vfl_aux_3: 0.7416 (0.7070)  loss_vfl_aux_4: 0.7216 (0.6991)  loss_vfl_aux_5: 0.8397 (0.7874)  loss_vfl_dn_0: 0.4584 (0.4607)  loss_vfl_dn_1: 0.4051 (0.3969)  loss_vfl_dn_2: 0.3911 (0.3810)  loss_vfl_dn_3: 0.3831 (0.3734)  loss_vfl_dn_4: 0.3790 (0.3706)  loss_vfl_dn_5: 0.3778 (0.3698)  time: 0.4641  data: 0.0141  max mem: 5654
Epoch: [29] Total time: 0:59:25 (0.4823 s / it)
Averaged stats: lr: 0.000010  loss: 16.3367 (16.4967)  loss_bbox: 0.1602 (0.1604)  loss_bbox_aux_0: 0.1733 (0.1740)  loss_bbox_aux_1: 0.1648 (0.1654)  loss_bbox_aux_2: 0.1622 (0.1629)  loss_bbox_aux_3: 0.1589 (0.1610)  loss_bbox_aux_4: 0.1571 (0.1604)  loss_bbox_aux_5: 0.2141 (0.2132)  loss_bbox_dn_0: 0.2788 (0.2862)  loss_bbox_dn_1: 0.2066 (0.2168)  loss_bbox_dn_2: 0.1879 (0.1946)  loss_bbox_dn_3: 0.1803 (0.1876)  loss_bbox_dn_4: 0.1783 (0.1861)  loss_bbox_dn_5: 0.1783 (0.1861)  loss_giou: 0.4491 (0.4890)  loss_giou_aux_0: 0.4772 (0.5138)  loss_giou_aux_1: 0.4685 (0.4987)  loss_giou_aux_2: 0.4629 (0.4939)  loss_giou_aux_3: 0.4435 (0.4902)  loss_giou_aux_4: 0.4627 (0.4891)  loss_giou_aux_5: 0.5424 (0.5821)  loss_giou_dn_0: 0.5895 (0.6043)  loss_giou_dn_1: 0.4781 (0.4989)  loss_giou_dn_2: 0.4504 (0.4698)  loss_giou_dn_3: 0.4372 (0.4612)  loss_giou_dn_4: 0.4345 (0.4592)  loss_giou_dn_5: 0.4346 (0.4594)  loss_vfl: 0.7199 (0.6960)  loss_vfl_aux_0: 0.8372 (0.8108)  loss_vfl_aux_1: 0.7622 (0.7573)  loss_vfl_aux_2: 0.7432 (0.7224)  loss_vfl_aux_3: 0.7416 (0.7070)  loss_vfl_aux_4: 0.7216 (0.6991)  loss_vfl_aux_5: 0.8397 (0.7874)  loss_vfl_dn_0: 0.4584 (0.4607)  loss_vfl_dn_1: 0.4051 (0.3969)  loss_vfl_dn_2: 0.3911 (0.3810)  loss_vfl_dn_3: 0.3831 (0.3734)  loss_vfl_dn_4: 0.3790 (0.3706)  loss_vfl_dn_5: 0.3778 (0.3698)
Test:  [  0/157]  eta: 0:04:08    time: 1.5799  data: 1.1873  max mem: 5654
Test:  [ 10/157]  eta: 0:01:12    time: 0.4928  data: 0.1285  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3934  data: 0.0246  max mem: 5654
Test:  [ 30/157]  eta: 0:01:21    time: 0.7260  data: 0.0272  max mem: 5654
Test:  [ 40/157]  eta: 0:01:08    time: 0.7198  data: 0.0277  max mem: 5654
Test:  [ 50/157]  eta: 0:00:58    time: 0.3944  data: 0.0272  max mem: 5654
Test:  [ 60/157]  eta: 0:00:50    time: 0.4034  data: 0.0269  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.3922  data: 0.0263  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3912  data: 0.0265  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.3996  data: 0.0264  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3884  data: 0.0259  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3913  data: 0.0259  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3897  data: 0.0258  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3867  data: 0.0257  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.6856  data: 0.0262  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6720  data: 0.0264  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6587  data: 0.0252  max mem: 5654
Test: Total time: 0:01:15 (0.4786 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.09s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.517
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.697
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.561
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.338
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.562
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.697
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.387
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.647
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.715
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.536
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.764
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
best_stat:  {'epoch': 29, 'coco_eval_bbox': 0.5167532593173645}
Epoch: [30]  [   0/7393]  eta: 7:45:24  lr: 0.000010  loss: 15.5044 (15.5044)  loss_bbox: 0.1758 (0.1758)  loss_bbox_aux_0: 0.2445 (0.2445)  loss_bbox_aux_1: 0.2301 (0.2301)  loss_bbox_aux_2: 0.2213 (0.2213)  loss_bbox_aux_3: 0.2124 (0.2124)  loss_bbox_aux_4: 0.2074 (0.2074)  loss_bbox_aux_5: 0.2783 (0.2783)  loss_bbox_dn_0: 0.3766 (0.3766)  loss_bbox_dn_1: 0.2677 (0.2677)  loss_bbox_dn_2: 0.2477 (0.2477)  loss_bbox_dn_3: 0.2367 (0.2367)  loss_bbox_dn_4: 0.2351 (0.2351)  loss_bbox_dn_5: 0.2348 (0.2348)  loss_giou: 0.3058 (0.3058)  loss_giou_aux_0: 0.3975 (0.3975)  loss_giou_aux_1: 0.3673 (0.3673)  loss_giou_aux_2: 0.3503 (0.3503)  loss_giou_aux_3: 0.3197 (0.3197)  loss_giou_aux_4: 0.3114 (0.3114)  loss_giou_aux_5: 0.4914 (0.4914)  loss_giou_dn_0: 0.4857 (0.4857)  loss_giou_dn_1: 0.3659 (0.3659)  loss_giou_dn_2: 0.3356 (0.3356)  loss_giou_dn_3: 0.3240 (0.3240)  loss_giou_dn_4: 0.3214 (0.3214)  loss_giou_dn_5: 0.3214 (0.3214)  loss_vfl: 0.7852 (0.7852)  loss_vfl_aux_0: 0.8684 (0.8684)  loss_vfl_aux_1: 0.8022 (0.8022)  loss_vfl_aux_2: 0.7531 (0.7531)  loss_vfl_aux_3: 0.7763 (0.7763)  loss_vfl_aux_4: 0.7575 (0.7575)  loss_vfl_aux_5: 0.8141 (0.8141)  loss_vfl_dn_0: 0.4294 (0.4294)  loss_vfl_dn_1: 0.3496 (0.3496)  loss_vfl_dn_2: 0.3337 (0.3337)  loss_vfl_dn_3: 0.3255 (0.3255)  loss_vfl_dn_4: 0.3224 (0.3224)  loss_vfl_dn_5: 0.3210 (0.3210)  time: 3.7772  data: 2.6879  max mem: 5654
Epoch: [30]  [ 100/7393]  eta: 1:02:01  lr: 0.000010  loss: 16.4390 (16.3255)  loss_bbox: 0.1607 (0.1592)  loss_bbox_aux_0: 0.1670 (0.1750)  loss_bbox_aux_1: 0.1628 (0.1658)  loss_bbox_aux_2: 0.1571 (0.1621)  loss_bbox_aux_3: 0.1597 (0.1591)  loss_bbox_aux_4: 0.1561 (0.1596)  loss_bbox_aux_5: 0.1970 (0.2098)  loss_bbox_dn_0: 0.2472 (0.2701)  loss_bbox_dn_1: 0.1956 (0.2035)  loss_bbox_dn_2: 0.1803 (0.1830)  loss_bbox_dn_3: 0.1745 (0.1765)  loss_bbox_dn_4: 0.1717 (0.1751)  loss_bbox_dn_5: 0.1717 (0.1751)  loss_giou: 0.4537 (0.4988)  loss_giou_aux_0: 0.4723 (0.5240)  loss_giou_aux_1: 0.4575 (0.5099)  loss_giou_aux_2: 0.4619 (0.5051)  loss_giou_aux_3: 0.4553 (0.4999)  loss_giou_aux_4: 0.4534 (0.4997)  loss_giou_aux_5: 0.5517 (0.5912)  loss_giou_dn_0: 0.5870 (0.6009)  loss_giou_dn_1: 0.4758 (0.4962)  loss_giou_dn_2: 0.4406 (0.4678)  loss_giou_dn_3: 0.4371 (0.4596)  loss_giou_dn_4: 0.4357 (0.4576)  loss_giou_dn_5: 0.4357 (0.4578)  loss_vfl: 0.6946 (0.6798)  loss_vfl_aux_0: 0.7645 (0.7855)  loss_vfl_aux_1: 0.7408 (0.7365)  loss_vfl_aux_2: 0.7129 (0.7034)  loss_vfl_aux_3: 0.7001 (0.6913)  loss_vfl_aux_4: 0.6927 (0.6820)  loss_vfl_aux_5: 0.7574 (0.7630)  loss_vfl_dn_0: 0.4633 (0.4582)  loss_vfl_dn_1: 0.3933 (0.3951)  loss_vfl_dn_2: 0.3783 (0.3787)  loss_vfl_dn_3: 0.3723 (0.3717)  loss_vfl_dn_4: 0.3729 (0.3693)  loss_vfl_dn_5: 0.3713 (0.3686)  time: 0.4763  data: 0.0150  max mem: 5654
Epoch: [30]  [ 200/7393]  eta: 0:58:53  lr: 0.000010  loss: 16.0340 (16.2675)  loss_bbox: 0.1748 (0.1612)  loss_bbox_aux_0: 0.1896 (0.1759)  loss_bbox_aux_1: 0.1851 (0.1674)  loss_bbox_aux_2: 0.1789 (0.1642)  loss_bbox_aux_3: 0.1679 (0.1616)  loss_bbox_aux_4: 0.1720 (0.1615)  loss_bbox_aux_5: 0.2207 (0.2126)  loss_bbox_dn_0: 0.3079 (0.2801)  loss_bbox_dn_1: 0.2320 (0.2110)  loss_bbox_dn_2: 0.2118 (0.1896)  loss_bbox_dn_3: 0.2013 (0.1828)  loss_bbox_dn_4: 0.1990 (0.1815)  loss_bbox_dn_5: 0.1986 (0.1815)  loss_giou: 0.4557 (0.4884)  loss_giou_aux_0: 0.4691 (0.5120)  loss_giou_aux_1: 0.4625 (0.4983)  loss_giou_aux_2: 0.4563 (0.4939)  loss_giou_aux_3: 0.4585 (0.4894)  loss_giou_aux_4: 0.4576 (0.4892)  loss_giou_aux_5: 0.5479 (0.5793)  loss_giou_dn_0: 0.5718 (0.5948)  loss_giou_dn_1: 0.4563 (0.4905)  loss_giou_dn_2: 0.4250 (0.4619)  loss_giou_dn_3: 0.4149 (0.4535)  loss_giou_dn_4: 0.4134 (0.4516)  loss_giou_dn_5: 0.4134 (0.4518)  loss_vfl: 0.6616 (0.6780)  loss_vfl_aux_0: 0.8070 (0.7889)  loss_vfl_aux_1: 0.7387 (0.7389)  loss_vfl_aux_2: 0.6996 (0.7041)  loss_vfl_aux_3: 0.6808 (0.6904)  loss_vfl_aux_4: 0.6766 (0.6809)  loss_vfl_aux_5: 0.7980 (0.7701)  loss_vfl_dn_0: 0.4616 (0.4582)  loss_vfl_dn_1: 0.3865 (0.3933)  loss_vfl_dn_2: 0.3691 (0.3768)  loss_vfl_dn_3: 0.3587 (0.3693)  loss_vfl_dn_4: 0.3572 (0.3667)  loss_vfl_dn_5: 0.3571 (0.3660)  time: 0.4930  data: 0.0142  max mem: 5654
Epoch: [30]  [ 300/7393]  eta: 1:00:16  lr: 0.000010  loss: 16.1881 (16.4042)  loss_bbox: 0.1686 (0.1622)  loss_bbox_aux_0: 0.1816 (0.1755)  loss_bbox_aux_1: 0.1725 (0.1674)  loss_bbox_aux_2: 0.1758 (0.1646)  loss_bbox_aux_3: 0.1668 (0.1624)  loss_bbox_aux_4: 0.1664 (0.1620)  loss_bbox_aux_5: 0.2276 (0.2113)  loss_bbox_dn_0: 0.2895 (0.2802)  loss_bbox_dn_1: 0.2148 (0.2120)  loss_bbox_dn_2: 0.1946 (0.1909)  loss_bbox_dn_3: 0.1878 (0.1841)  loss_bbox_dn_4: 0.1859 (0.1828)  loss_bbox_dn_5: 0.1858 (0.1828)  loss_giou: 0.4943 (0.4988)  loss_giou_aux_0: 0.5114 (0.5219)  loss_giou_aux_1: 0.4957 (0.5080)  loss_giou_aux_2: 0.4913 (0.5039)  loss_giou_aux_3: 0.4939 (0.4997)  loss_giou_aux_4: 0.4940 (0.4993)  loss_giou_aux_5: 0.5711 (0.5888)  loss_giou_dn_0: 0.5856 (0.6029)  loss_giou_dn_1: 0.4760 (0.4986)  loss_giou_dn_2: 0.4401 (0.4701)  loss_giou_dn_3: 0.4318 (0.4617)  loss_giou_dn_4: 0.4295 (0.4598)  loss_giou_dn_5: 0.4297 (0.4599)  loss_vfl: 0.7007 (0.6786)  loss_vfl_aux_0: 0.8296 (0.7895)  loss_vfl_aux_1: 0.7497 (0.7387)  loss_vfl_aux_2: 0.7243 (0.7037)  loss_vfl_aux_3: 0.7093 (0.6907)  loss_vfl_aux_4: 0.6942 (0.6819)  loss_vfl_aux_5: 0.7923 (0.7708)  loss_vfl_dn_0: 0.4600 (0.4586)  loss_vfl_dn_1: 0.3953 (0.3949)  loss_vfl_dn_2: 0.3790 (0.3785)  loss_vfl_dn_3: 0.3691 (0.3710)  loss_vfl_dn_4: 0.3665 (0.3683)  loss_vfl_dn_5: 0.3641 (0.3675)  time: 0.4790  data: 0.0141  max mem: 5654
Epoch: [30]  [ 400/7393]  eta: 0:58:18  lr: 0.000010  loss: 16.5302 (16.3801)  loss_bbox: 0.1530 (0.1612)  loss_bbox_aux_0: 0.1609 (0.1745)  loss_bbox_aux_1: 0.1648 (0.1664)  loss_bbox_aux_2: 0.1539 (0.1637)  loss_bbox_aux_3: 0.1553 (0.1615)  loss_bbox_aux_4: 0.1530 (0.1613)  loss_bbox_aux_5: 0.2018 (0.2113)  loss_bbox_dn_0: 0.2576 (0.2806)  loss_bbox_dn_1: 0.1990 (0.2123)  loss_bbox_dn_2: 0.1774 (0.1910)  loss_bbox_dn_3: 0.1711 (0.1841)  loss_bbox_dn_4: 0.1704 (0.1827)  loss_bbox_dn_5: 0.1704 (0.1827)  loss_giou: 0.4756 (0.4954)  loss_giou_aux_0: 0.5197 (0.5190)  loss_giou_aux_1: 0.4948 (0.5050)  loss_giou_aux_2: 0.4916 (0.5006)  loss_giou_aux_3: 0.4726 (0.4965)  loss_giou_aux_4: 0.4784 (0.4958)  loss_giou_aux_5: 0.5659 (0.5860)  loss_giou_dn_0: 0.6039 (0.6020)  loss_giou_dn_1: 0.5018 (0.4975)  loss_giou_dn_2: 0.4761 (0.4688)  loss_giou_dn_3: 0.4646 (0.4605)  loss_giou_dn_4: 0.4635 (0.4585)  loss_giou_dn_5: 0.4635 (0.4587)  loss_vfl: 0.6882 (0.6799)  loss_vfl_aux_0: 0.8025 (0.7916)  loss_vfl_aux_1: 0.7495 (0.7394)  loss_vfl_aux_2: 0.7005 (0.7054)  loss_vfl_aux_3: 0.6900 (0.6913)  loss_vfl_aux_4: 0.6965 (0.6831)  loss_vfl_aux_5: 0.7660 (0.7725)  loss_vfl_dn_0: 0.4587 (0.4588)  loss_vfl_dn_1: 0.3946 (0.3947)  loss_vfl_dn_2: 0.3769 (0.3785)  loss_vfl_dn_3: 0.3707 (0.3711)  loss_vfl_dn_4: 0.3698 (0.3685)  loss_vfl_dn_5: 0.3683 (0.3676)  time: 0.4674  data: 0.0139  max mem: 5654
Epoch: [30]  [ 500/7393]  eta: 0:56:46  lr: 0.000010  loss: 15.9032 (16.3442)  loss_bbox: 0.1463 (0.1608)  loss_bbox_aux_0: 0.1552 (0.1735)  loss_bbox_aux_1: 0.1514 (0.1660)  loss_bbox_aux_2: 0.1499 (0.1632)  loss_bbox_aux_3: 0.1452 (0.1609)  loss_bbox_aux_4: 0.1442 (0.1608)  loss_bbox_aux_5: 0.1881 (0.2117)  loss_bbox_dn_0: 0.2528 (0.2820)  loss_bbox_dn_1: 0.1959 (0.2133)  loss_bbox_dn_2: 0.1809 (0.1917)  loss_bbox_dn_3: 0.1737 (0.1847)  loss_bbox_dn_4: 0.1762 (0.1833)  loss_bbox_dn_5: 0.1761 (0.1833)  loss_giou: 0.4514 (0.4894)  loss_giou_aux_0: 0.4967 (0.5125)  loss_giou_aux_1: 0.4633 (0.4989)  loss_giou_aux_2: 0.4654 (0.4947)  loss_giou_aux_3: 0.4599 (0.4905)  loss_giou_aux_4: 0.4641 (0.4898)  loss_giou_aux_5: 0.5448 (0.5802)  loss_giou_dn_0: 0.5878 (0.5998)  loss_giou_dn_1: 0.4804 (0.4948)  loss_giou_dn_2: 0.4529 (0.4657)  loss_giou_dn_3: 0.4448 (0.4572)  loss_giou_dn_4: 0.4440 (0.4552)  loss_giou_dn_5: 0.4439 (0.4554)  loss_vfl: 0.6825 (0.6829)  loss_vfl_aux_0: 0.7963 (0.7975)  loss_vfl_aux_1: 0.7398 (0.7423)  loss_vfl_aux_2: 0.7135 (0.7083)  loss_vfl_aux_3: 0.6954 (0.6947)  loss_vfl_aux_4: 0.7028 (0.6861)  loss_vfl_aux_5: 0.7623 (0.7751)  loss_vfl_dn_0: 0.4586 (0.4587)  loss_vfl_dn_1: 0.3928 (0.3946)  loss_vfl_dn_2: 0.3742 (0.3783)  loss_vfl_dn_3: 0.3649 (0.3709)  loss_vfl_dn_4: 0.3614 (0.3681)  loss_vfl_dn_5: 0.3595 (0.3673)  time: 0.4714  data: 0.0141  max mem: 5654
Epoch: [30]  [ 600/7393]  eta: 0:55:31  lr: 0.000010  loss: 16.4903 (16.3970)  loss_bbox: 0.1501 (0.1604)  loss_bbox_aux_0: 0.1690 (0.1735)  loss_bbox_aux_1: 0.1541 (0.1660)  loss_bbox_aux_2: 0.1513 (0.1630)  loss_bbox_aux_3: 0.1498 (0.1609)  loss_bbox_aux_4: 0.1459 (0.1605)  loss_bbox_aux_5: 0.2005 (0.2124)  loss_bbox_dn_0: 0.3149 (0.2839)  loss_bbox_dn_1: 0.2292 (0.2148)  loss_bbox_dn_2: 0.2131 (0.1931)  loss_bbox_dn_3: 0.1979 (0.1859)  loss_bbox_dn_4: 0.1973 (0.1845)  loss_bbox_dn_5: 0.1966 (0.1845)  loss_giou: 0.4889 (0.4898)  loss_giou_aux_0: 0.5028 (0.5133)  loss_giou_aux_1: 0.4882 (0.4996)  loss_giou_aux_2: 0.4835 (0.4951)  loss_giou_aux_3: 0.4769 (0.4911)  loss_giou_aux_4: 0.4919 (0.4903)  loss_giou_aux_5: 0.5896 (0.5813)  loss_giou_dn_0: 0.6243 (0.6019)  loss_giou_dn_1: 0.5164 (0.4969)  loss_giou_dn_2: 0.4908 (0.4676)  loss_giou_dn_3: 0.4811 (0.4589)  loss_giou_dn_4: 0.4797 (0.4569)  loss_giou_dn_5: 0.4802 (0.4571)  loss_vfl: 0.6859 (0.6871)  loss_vfl_aux_0: 0.8074 (0.8017)  loss_vfl_aux_1: 0.7577 (0.7463)  loss_vfl_aux_2: 0.7378 (0.7129)  loss_vfl_aux_3: 0.7102 (0.6988)  loss_vfl_aux_4: 0.6966 (0.6903)  loss_vfl_aux_5: 0.7854 (0.7781)  loss_vfl_dn_0: 0.4491 (0.4584)  loss_vfl_dn_1: 0.3949 (0.3948)  loss_vfl_dn_2: 0.3818 (0.3784)  loss_vfl_dn_3: 0.3701 (0.3711)  loss_vfl_dn_4: 0.3641 (0.3684)  loss_vfl_dn_5: 0.3630 (0.3675)  time: 0.4686  data: 0.0137  max mem: 5654
Epoch: [30]  [ 700/7393]  eta: 0:54:25  lr: 0.000010  loss: 16.1688 (16.4065)  loss_bbox: 0.1430 (0.1605)  loss_bbox_aux_0: 0.1583 (0.1733)  loss_bbox_aux_1: 0.1563 (0.1661)  loss_bbox_aux_2: 0.1542 (0.1631)  loss_bbox_aux_3: 0.1431 (0.1609)  loss_bbox_aux_4: 0.1430 (0.1606)  loss_bbox_aux_5: 0.2035 (0.2123)  loss_bbox_dn_0: 0.2752 (0.2841)  loss_bbox_dn_1: 0.2050 (0.2151)  loss_bbox_dn_2: 0.1783 (0.1930)  loss_bbox_dn_3: 0.1714 (0.1859)  loss_bbox_dn_4: 0.1706 (0.1845)  loss_bbox_dn_5: 0.1704 (0.1845)  loss_giou: 0.5010 (0.4910)  loss_giou_aux_0: 0.5186 (0.5141)  loss_giou_aux_1: 0.5178 (0.5009)  loss_giou_aux_2: 0.5123 (0.4962)  loss_giou_aux_3: 0.5046 (0.4922)  loss_giou_aux_4: 0.5030 (0.4914)  loss_giou_aux_5: 0.5887 (0.5817)  loss_giou_dn_0: 0.5987 (0.6033)  loss_giou_dn_1: 0.4960 (0.4984)  loss_giou_dn_2: 0.4623 (0.4690)  loss_giou_dn_3: 0.4568 (0.4604)  loss_giou_dn_4: 0.4544 (0.4583)  loss_giou_dn_5: 0.4546 (0.4585)  loss_vfl: 0.6378 (0.6853)  loss_vfl_aux_0: 0.7731 (0.8003)  loss_vfl_aux_1: 0.7184 (0.7451)  loss_vfl_aux_2: 0.6672 (0.7115)  loss_vfl_aux_3: 0.6652 (0.6973)  loss_vfl_aux_4: 0.6427 (0.6884)  loss_vfl_aux_5: 0.7545 (0.7783)  loss_vfl_dn_0: 0.4552 (0.4584)  loss_vfl_dn_1: 0.3962 (0.3951)  loss_vfl_dn_2: 0.3805 (0.3790)  loss_vfl_dn_3: 0.3698 (0.3716)  loss_vfl_dn_4: 0.3677 (0.3689)  loss_vfl_dn_5: 0.3670 (0.3680)  time: 0.4716  data: 0.0141  max mem: 5654
Epoch: [30]  [ 800/7393]  eta: 0:53:26  lr: 0.000010  loss: 16.0775 (16.4261)  loss_bbox: 0.1507 (0.1610)  loss_bbox_aux_0: 0.1656 (0.1736)  loss_bbox_aux_1: 0.1619 (0.1665)  loss_bbox_aux_2: 0.1593 (0.1634)  loss_bbox_aux_3: 0.1540 (0.1614)  loss_bbox_aux_4: 0.1541 (0.1611)  loss_bbox_aux_5: 0.2039 (0.2125)  loss_bbox_dn_0: 0.2713 (0.2844)  loss_bbox_dn_1: 0.2017 (0.2151)  loss_bbox_dn_2: 0.1736 (0.1930)  loss_bbox_dn_3: 0.1657 (0.1859)  loss_bbox_dn_4: 0.1656 (0.1845)  loss_bbox_dn_5: 0.1665 (0.1845)  loss_giou: 0.4261 (0.4927)  loss_giou_aux_0: 0.4582 (0.5158)  loss_giou_aux_1: 0.4370 (0.5026)  loss_giou_aux_2: 0.4289 (0.4975)  loss_giou_aux_3: 0.4216 (0.4938)  loss_giou_aux_4: 0.4231 (0.4931)  loss_giou_aux_5: 0.5396 (0.5835)  loss_giou_dn_0: 0.5905 (0.6045)  loss_giou_dn_1: 0.4874 (0.4992)  loss_giou_dn_2: 0.4400 (0.4698)  loss_giou_dn_3: 0.4316 (0.4612)  loss_giou_dn_4: 0.4271 (0.4591)  loss_giou_dn_5: 0.4270 (0.4593)  loss_vfl: 0.6378 (0.6846)  loss_vfl_aux_0: 0.7902 (0.8006)  loss_vfl_aux_1: 0.7185 (0.7449)  loss_vfl_aux_2: 0.6872 (0.7115)  loss_vfl_aux_3: 0.6577 (0.6967)  loss_vfl_aux_4: 0.6475 (0.6878)  loss_vfl_aux_5: 0.7730 (0.7784)  loss_vfl_dn_0: 0.4549 (0.4586)  loss_vfl_dn_1: 0.3949 (0.3954)  loss_vfl_dn_2: 0.3762 (0.3792)  loss_vfl_dn_3: 0.3693 (0.3719)  loss_vfl_dn_4: 0.3668 (0.3691)  loss_vfl_dn_5: 0.3658 (0.3683)  time: 0.4928  data: 0.0141  max mem: 5654
Epoch: [30]  [ 900/7393]  eta: 0:53:18  lr: 0.000010  loss: 16.4276 (16.4261)  loss_bbox: 0.1509 (0.1612)  loss_bbox_aux_0: 0.1693 (0.1737)  loss_bbox_aux_1: 0.1561 (0.1663)  loss_bbox_aux_2: 0.1526 (0.1635)  loss_bbox_aux_3: 0.1495 (0.1616)  loss_bbox_aux_4: 0.1556 (0.1613)  loss_bbox_aux_5: 0.1943 (0.2127)  loss_bbox_dn_0: 0.2701 (0.2856)  loss_bbox_dn_1: 0.2024 (0.2159)  loss_bbox_dn_2: 0.1682 (0.1936)  loss_bbox_dn_3: 0.1584 (0.1863)  loss_bbox_dn_4: 0.1573 (0.1849)  loss_bbox_dn_5: 0.1572 (0.1849)  loss_giou: 0.4838 (0.4906)  loss_giou_aux_0: 0.5106 (0.5140)  loss_giou_aux_1: 0.5033 (0.5006)  loss_giou_aux_2: 0.5020 (0.4955)  loss_giou_aux_3: 0.4960 (0.4917)  loss_giou_aux_4: 0.4913 (0.4910)  loss_giou_aux_5: 0.5701 (0.5818)  loss_giou_dn_0: 0.6032 (0.6035)  loss_giou_dn_1: 0.4926 (0.4983)  loss_giou_dn_2: 0.4585 (0.4688)  loss_giou_dn_3: 0.4478 (0.4601)  loss_giou_dn_4: 0.4438 (0.4580)  loss_giou_dn_5: 0.4438 (0.4582)  loss_vfl: 0.6774 (0.6863)  loss_vfl_aux_0: 0.7775 (0.8027)  loss_vfl_aux_1: 0.7303 (0.7477)  loss_vfl_aux_2: 0.6999 (0.7135)  loss_vfl_aux_3: 0.7015 (0.6989)  loss_vfl_aux_4: 0.6830 (0.6894)  loss_vfl_aux_5: 0.7399 (0.7805)  loss_vfl_dn_0: 0.4623 (0.4590)  loss_vfl_dn_1: 0.4030 (0.3956)  loss_vfl_dn_2: 0.3884 (0.3794)  loss_vfl_dn_3: 0.3800 (0.3720)  loss_vfl_dn_4: 0.3740 (0.3693)  loss_vfl_dn_5: 0.3733 (0.3684)  time: 0.4730  data: 0.0139  max mem: 5654
Epoch: [30]  [1000/7393]  eta: 0:52:20  lr: 0.000010  loss: 16.6166 (16.4440)  loss_bbox: 0.1522 (0.1612)  loss_bbox_aux_0: 0.1661 (0.1740)  loss_bbox_aux_1: 0.1581 (0.1661)  loss_bbox_aux_2: 0.1580 (0.1637)  loss_bbox_aux_3: 0.1534 (0.1616)  loss_bbox_aux_4: 0.1522 (0.1613)  loss_bbox_aux_5: 0.1939 (0.2131)  loss_bbox_dn_0: 0.2553 (0.2860)  loss_bbox_dn_1: 0.1992 (0.2164)  loss_bbox_dn_2: 0.1744 (0.1940)  loss_bbox_dn_3: 0.1655 (0.1868)  loss_bbox_dn_4: 0.1634 (0.1853)  loss_bbox_dn_5: 0.1634 (0.1853)  loss_giou: 0.5209 (0.4905)  loss_giou_aux_0: 0.5499 (0.5143)  loss_giou_aux_1: 0.5269 (0.5005)  loss_giou_aux_2: 0.5334 (0.4955)  loss_giou_aux_3: 0.5234 (0.4918)  loss_giou_aux_4: 0.5229 (0.4909)  loss_giou_aux_5: 0.6089 (0.5819)  loss_giou_dn_0: 0.6326 (0.6037)  loss_giou_dn_1: 0.5318 (0.4986)  loss_giou_dn_2: 0.4994 (0.4691)  loss_giou_dn_3: 0.4957 (0.4604)  loss_giou_dn_4: 0.4949 (0.4584)  loss_giou_dn_5: 0.4954 (0.4586)  loss_vfl: 0.6650 (0.6884)  loss_vfl_aux_0: 0.7736 (0.8039)  loss_vfl_aux_1: 0.7457 (0.7495)  loss_vfl_aux_2: 0.6999 (0.7153)  loss_vfl_aux_3: 0.6855 (0.7001)  loss_vfl_aux_4: 0.6758 (0.6911)  loss_vfl_aux_5: 0.7532 (0.7813)  loss_vfl_dn_0: 0.4615 (0.4592)  loss_vfl_dn_1: 0.3993 (0.3959)  loss_vfl_dn_2: 0.3871 (0.3797)  loss_vfl_dn_3: 0.3828 (0.3723)  loss_vfl_dn_4: 0.3780 (0.3695)  loss_vfl_dn_5: 0.3787 (0.3687)  time: 0.4826  data: 0.0145  max mem: 5654
Epoch: [30]  [1100/7393]  eta: 0:51:20  lr: 0.000010  loss: 16.4465 (16.4206)  loss_bbox: 0.1512 (0.1606)  loss_bbox_aux_0: 0.1654 (0.1735)  loss_bbox_aux_1: 0.1516 (0.1655)  loss_bbox_aux_2: 0.1490 (0.1631)  loss_bbox_aux_3: 0.1514 (0.1611)  loss_bbox_aux_4: 0.1499 (0.1607)  loss_bbox_aux_5: 0.2015 (0.2123)  loss_bbox_dn_0: 0.2516 (0.2848)  loss_bbox_dn_1: 0.1873 (0.2155)  loss_bbox_dn_2: 0.1730 (0.1932)  loss_bbox_dn_3: 0.1726 (0.1860)  loss_bbox_dn_4: 0.1727 (0.1845)  loss_bbox_dn_5: 0.1728 (0.1845)  loss_giou: 0.4811 (0.4895)  loss_giou_aux_0: 0.4938 (0.5134)  loss_giou_aux_1: 0.4702 (0.4995)  loss_giou_aux_2: 0.4871 (0.4943)  loss_giou_aux_3: 0.4712 (0.4907)  loss_giou_aux_4: 0.4847 (0.4899)  loss_giou_aux_5: 0.5645 (0.5812)  loss_giou_dn_0: 0.6086 (0.6027)  loss_giou_dn_1: 0.4905 (0.4976)  loss_giou_dn_2: 0.4612 (0.4681)  loss_giou_dn_3: 0.4600 (0.4594)  loss_giou_dn_4: 0.4582 (0.4574)  loss_giou_dn_5: 0.4582 (0.4576)  loss_vfl: 0.7097 (0.6883)  loss_vfl_aux_0: 0.8153 (0.8036)  loss_vfl_aux_1: 0.7599 (0.7492)  loss_vfl_aux_2: 0.7199 (0.7155)  loss_vfl_aux_3: 0.7145 (0.7001)  loss_vfl_aux_4: 0.7058 (0.6911)  loss_vfl_aux_5: 0.7793 (0.7807)  loss_vfl_dn_0: 0.4627 (0.4594)  loss_vfl_dn_1: 0.4078 (0.3960)  loss_vfl_dn_2: 0.3905 (0.3798)  loss_vfl_dn_3: 0.3822 (0.3723)  loss_vfl_dn_4: 0.3806 (0.3695)  loss_vfl_dn_5: 0.3803 (0.3687)  time: 0.4891  data: 0.0146  max mem: 5654
Epoch: [30]  [1200/7393]  eta: 0:50:24  lr: 0.000010  loss: 15.6990 (16.4031)  loss_bbox: 0.1499 (0.1608)  loss_bbox_aux_0: 0.1694 (0.1738)  loss_bbox_aux_1: 0.1593 (0.1658)  loss_bbox_aux_2: 0.1503 (0.1633)  loss_bbox_aux_3: 0.1508 (0.1613)  loss_bbox_aux_4: 0.1511 (0.1609)  loss_bbox_aux_5: 0.1959 (0.2126)  loss_bbox_dn_0: 0.2817 (0.2850)  loss_bbox_dn_1: 0.1980 (0.2155)  loss_bbox_dn_2: 0.1707 (0.1931)  loss_bbox_dn_3: 0.1627 (0.1858)  loss_bbox_dn_4: 0.1602 (0.1844)  loss_bbox_dn_5: 0.1601 (0.1844)  loss_giou: 0.4839 (0.4881)  loss_giou_aux_0: 0.5223 (0.5122)  loss_giou_aux_1: 0.4911 (0.4981)  loss_giou_aux_2: 0.4834 (0.4930)  loss_giou_aux_3: 0.4829 (0.4892)  loss_giou_aux_4: 0.4793 (0.4884)  loss_giou_aux_5: 0.5706 (0.5801)  loss_giou_dn_0: 0.5981 (0.6016)  loss_giou_dn_1: 0.4768 (0.4962)  loss_giou_dn_2: 0.4440 (0.4667)  loss_giou_dn_3: 0.4356 (0.4580)  loss_giou_dn_4: 0.4334 (0.4560)  loss_giou_dn_5: 0.4336 (0.4562)  loss_vfl: 0.6727 (0.6880)  loss_vfl_aux_0: 0.7563 (0.8036)  loss_vfl_aux_1: 0.7053 (0.7491)  loss_vfl_aux_2: 0.6999 (0.7152)  loss_vfl_aux_3: 0.6706 (0.6999)  loss_vfl_aux_4: 0.6679 (0.6909)  loss_vfl_aux_5: 0.7636 (0.7810)  loss_vfl_dn_0: 0.4611 (0.4594)  loss_vfl_dn_1: 0.3895 (0.3959)  loss_vfl_dn_2: 0.3697 (0.3797)  loss_vfl_dn_3: 0.3665 (0.3721)  loss_vfl_dn_4: 0.3660 (0.3693)  loss_vfl_dn_5: 0.3649 (0.3685)  time: 0.4810  data: 0.0140  max mem: 5654
Epoch: [30]  [1300/7393]  eta: 0:49:30  lr: 0.000010  loss: 16.4066 (16.4064)  loss_bbox: 0.1500 (0.1604)  loss_bbox_aux_0: 0.1640 (0.1733)  loss_bbox_aux_1: 0.1501 (0.1653)  loss_bbox_aux_2: 0.1459 (0.1628)  loss_bbox_aux_3: 0.1525 (0.1609)  loss_bbox_aux_4: 0.1522 (0.1605)  loss_bbox_aux_5: 0.1973 (0.2121)  loss_bbox_dn_0: 0.2606 (0.2843)  loss_bbox_dn_1: 0.1920 (0.2149)  loss_bbox_dn_2: 0.1743 (0.1927)  loss_bbox_dn_3: 0.1684 (0.1855)  loss_bbox_dn_4: 0.1670 (0.1840)  loss_bbox_dn_5: 0.1670 (0.1841)  loss_giou: 0.4724 (0.4883)  loss_giou_aux_0: 0.5019 (0.5127)  loss_giou_aux_1: 0.4795 (0.4986)  loss_giou_aux_2: 0.4732 (0.4934)  loss_giou_aux_3: 0.4707 (0.4896)  loss_giou_aux_4: 0.4723 (0.4887)  loss_giou_aux_5: 0.5630 (0.5808)  loss_giou_dn_0: 0.5992 (0.6021)  loss_giou_dn_1: 0.4866 (0.4967)  loss_giou_dn_2: 0.4538 (0.4673)  loss_giou_dn_3: 0.4492 (0.4585)  loss_giou_dn_4: 0.4508 (0.4565)  loss_giou_dn_5: 0.4510 (0.4567)  loss_vfl: 0.7085 (0.6887)  loss_vfl_aux_0: 0.7962 (0.8036)  loss_vfl_aux_1: 0.7624 (0.7496)  loss_vfl_aux_2: 0.7174 (0.7153)  loss_vfl_aux_3: 0.7070 (0.7001)  loss_vfl_aux_4: 0.7039 (0.6916)  loss_vfl_aux_5: 0.7978 (0.7807)  loss_vfl_dn_0: 0.4666 (0.4596)  loss_vfl_dn_1: 0.3983 (0.3961)  loss_vfl_dn_2: 0.3798 (0.3799)  loss_vfl_dn_3: 0.3743 (0.3723)  loss_vfl_dn_4: 0.3727 (0.3695)  loss_vfl_dn_5: 0.3699 (0.3687)  time: 0.4792  data: 0.0144  max mem: 5654
Epoch: [30]  [1400/7393]  eta: 0:48:37  lr: 0.000010  loss: 16.6134 (16.4271)  loss_bbox: 0.1355 (0.1606)  loss_bbox_aux_0: 0.1603 (0.1736)  loss_bbox_aux_1: 0.1443 (0.1654)  loss_bbox_aux_2: 0.1406 (0.1630)  loss_bbox_aux_3: 0.1350 (0.1611)  loss_bbox_aux_4: 0.1383 (0.1608)  loss_bbox_aux_5: 0.2018 (0.2124)  loss_bbox_dn_0: 0.2507 (0.2846)  loss_bbox_dn_1: 0.1798 (0.2152)  loss_bbox_dn_2: 0.1611 (0.1930)  loss_bbox_dn_3: 0.1592 (0.1858)  loss_bbox_dn_4: 0.1581 (0.1844)  loss_bbox_dn_5: 0.1580 (0.1844)  loss_giou: 0.4621 (0.4891)  loss_giou_aux_0: 0.5121 (0.5138)  loss_giou_aux_1: 0.4799 (0.4994)  loss_giou_aux_2: 0.4761 (0.4943)  loss_giou_aux_3: 0.4638 (0.4905)  loss_giou_aux_4: 0.4794 (0.4895)  loss_giou_aux_5: 0.5710 (0.5818)  loss_giou_dn_0: 0.6223 (0.6029)  loss_giou_dn_1: 0.5059 (0.4975)  loss_giou_dn_2: 0.4739 (0.4681)  loss_giou_dn_3: 0.4655 (0.4594)  loss_giou_dn_4: 0.4644 (0.4574)  loss_giou_dn_5: 0.4645 (0.4576)  loss_vfl: 0.6886 (0.6894)  loss_vfl_aux_0: 0.7988 (0.8040)  loss_vfl_aux_1: 0.7594 (0.7505)  loss_vfl_aux_2: 0.7143 (0.7161)  loss_vfl_aux_3: 0.7058 (0.7010)  loss_vfl_aux_4: 0.6973 (0.6922)  loss_vfl_aux_5: 0.7862 (0.7812)  loss_vfl_dn_0: 0.4586 (0.4597)  loss_vfl_dn_1: 0.3971 (0.3963)  loss_vfl_dn_2: 0.3826 (0.3801)  loss_vfl_dn_3: 0.3750 (0.3725)  loss_vfl_dn_4: 0.3714 (0.3697)  loss_vfl_dn_5: 0.3699 (0.3689)  time: 0.4700  data: 0.0141  max mem: 5654
Epoch: [30]  [1500/7393]  eta: 0:47:44  lr: 0.000010  loss: 16.7012 (16.4409)  loss_bbox: 0.1580 (0.1608)  loss_bbox_aux_0: 0.1721 (0.1738)  loss_bbox_aux_1: 0.1567 (0.1655)  loss_bbox_aux_2: 0.1633 (0.1632)  loss_bbox_aux_3: 0.1589 (0.1612)  loss_bbox_aux_4: 0.1591 (0.1610)  loss_bbox_aux_5: 0.2220 (0.2127)  loss_bbox_dn_0: 0.2641 (0.2855)  loss_bbox_dn_1: 0.2006 (0.2158)  loss_bbox_dn_2: 0.1846 (0.1935)  loss_bbox_dn_3: 0.1775 (0.1863)  loss_bbox_dn_4: 0.1760 (0.1848)  loss_bbox_dn_5: 0.1760 (0.1848)  loss_giou: 0.4802 (0.4892)  loss_giou_aux_0: 0.4995 (0.5141)  loss_giou_aux_1: 0.4986 (0.4996)  loss_giou_aux_2: 0.4847 (0.4944)  loss_giou_aux_3: 0.4815 (0.4906)  loss_giou_aux_4: 0.4805 (0.4897)  loss_giou_aux_5: 0.5845 (0.5821)  loss_giou_dn_0: 0.6026 (0.6031)  loss_giou_dn_1: 0.5124 (0.4978)  loss_giou_dn_2: 0.4768 (0.4683)  loss_giou_dn_3: 0.4661 (0.4596)  loss_giou_dn_4: 0.4638 (0.4576)  loss_giou_dn_5: 0.4638 (0.4578)  loss_vfl: 0.6753 (0.6903)  loss_vfl_aux_0: 0.7883 (0.8049)  loss_vfl_aux_1: 0.7322 (0.7515)  loss_vfl_aux_2: 0.7108 (0.7169)  loss_vfl_aux_3: 0.6963 (0.7016)  loss_vfl_aux_4: 0.6701 (0.6929)  loss_vfl_aux_5: 0.7663 (0.7820)  loss_vfl_dn_0: 0.4613 (0.4598)  loss_vfl_dn_1: 0.3970 (0.3964)  loss_vfl_dn_2: 0.3823 (0.3802)  loss_vfl_dn_3: 0.3771 (0.3727)  loss_vfl_dn_4: 0.3725 (0.3699)  loss_vfl_dn_5: 0.3707 (0.3691)  time: 0.4794  data: 0.0138  max mem: 5654
Epoch: [30]  [1600/7393]  eta: 0:46:52  lr: 0.000010  loss: 16.5147 (16.4423)  loss_bbox: 0.1531 (0.1608)  loss_bbox_aux_0: 0.1621 (0.1738)  loss_bbox_aux_1: 0.1625 (0.1655)  loss_bbox_aux_2: 0.1636 (0.1633)  loss_bbox_aux_3: 0.1584 (0.1613)  loss_bbox_aux_4: 0.1531 (0.1610)  loss_bbox_aux_5: 0.2206 (0.2130)  loss_bbox_dn_0: 0.2705 (0.2861)  loss_bbox_dn_1: 0.2049 (0.2163)  loss_bbox_dn_2: 0.1852 (0.1939)  loss_bbox_dn_3: 0.1739 (0.1867)  loss_bbox_dn_4: 0.1701 (0.1852)  loss_bbox_dn_5: 0.1701 (0.1852)  loss_giou: 0.4962 (0.4887)  loss_giou_aux_0: 0.5036 (0.5135)  loss_giou_aux_1: 0.4947 (0.4988)  loss_giou_aux_2: 0.4897 (0.4939)  loss_giou_aux_3: 0.5023 (0.4900)  loss_giou_aux_4: 0.4934 (0.4892)  loss_giou_aux_5: 0.5869 (0.5816)  loss_giou_dn_0: 0.6078 (0.6030)  loss_giou_dn_1: 0.4991 (0.4976)  loss_giou_dn_2: 0.4746 (0.4682)  loss_giou_dn_3: 0.4687 (0.4595)  loss_giou_dn_4: 0.4672 (0.4575)  loss_giou_dn_5: 0.4671 (0.4577)  loss_vfl: 0.6696 (0.6904)  loss_vfl_aux_0: 0.8139 (0.8057)  loss_vfl_aux_1: 0.7615 (0.7524)  loss_vfl_aux_2: 0.7315 (0.7170)  loss_vfl_aux_3: 0.6919 (0.7019)  loss_vfl_aux_4: 0.6716 (0.6931)  loss_vfl_aux_5: 0.7556 (0.7822)  loss_vfl_dn_0: 0.4618 (0.4600)  loss_vfl_dn_1: 0.4006 (0.3964)  loss_vfl_dn_2: 0.3893 (0.3802)  loss_vfl_dn_3: 0.3811 (0.3726)  loss_vfl_dn_4: 0.3810 (0.3698)  loss_vfl_dn_5: 0.3801 (0.3691)  time: 0.4733  data: 0.0138  max mem: 5654
Epoch: [30]  [1700/7393]  eta: 0:46:01  lr: 0.000010  loss: 16.1923 (16.4277)  loss_bbox: 0.1462 (0.1605)  loss_bbox_aux_0: 0.1678 (0.1733)  loss_bbox_aux_1: 0.1516 (0.1650)  loss_bbox_aux_2: 0.1533 (0.1630)  loss_bbox_aux_3: 0.1551 (0.1610)  loss_bbox_aux_4: 0.1506 (0.1606)  loss_bbox_aux_5: 0.2051 (0.2128)  loss_bbox_dn_0: 0.2695 (0.2857)  loss_bbox_dn_1: 0.1944 (0.2159)  loss_bbox_dn_2: 0.1760 (0.1935)  loss_bbox_dn_3: 0.1721 (0.1863)  loss_bbox_dn_4: 0.1648 (0.1848)  loss_bbox_dn_5: 0.1650 (0.1848)  loss_giou: 0.4496 (0.4880)  loss_giou_aux_0: 0.4691 (0.5127)  loss_giou_aux_1: 0.4591 (0.4980)  loss_giou_aux_2: 0.4572 (0.4931)  loss_giou_aux_3: 0.4551 (0.4894)  loss_giou_aux_4: 0.4510 (0.4884)  loss_giou_aux_5: 0.5283 (0.5808)  loss_giou_dn_0: 0.5871 (0.6024)  loss_giou_dn_1: 0.4878 (0.4970)  loss_giou_dn_2: 0.4539 (0.4677)  loss_giou_dn_3: 0.4423 (0.4589)  loss_giou_dn_4: 0.4386 (0.4569)  loss_giou_dn_5: 0.4383 (0.4571)  loss_vfl: 0.6799 (0.6903)  loss_vfl_aux_0: 0.7874 (0.8059)  loss_vfl_aux_1: 0.7316 (0.7524)  loss_vfl_aux_2: 0.7112 (0.7172)  loss_vfl_aux_3: 0.6929 (0.7018)  loss_vfl_aux_4: 0.6998 (0.6931)  loss_vfl_aux_5: 0.8018 (0.7824)  loss_vfl_dn_0: 0.4565 (0.4599)  loss_vfl_dn_1: 0.3877 (0.3963)  loss_vfl_dn_2: 0.3730 (0.3800)  loss_vfl_dn_3: 0.3625 (0.3724)  loss_vfl_dn_4: 0.3618 (0.3696)  loss_vfl_dn_5: 0.3609 (0.3688)  time: 0.4725  data: 0.0140  max mem: 5654
Epoch: [30]  [1800/7393]  eta: 0:45:29  lr: 0.000010  loss: 16.1585 (16.4329)  loss_bbox: 0.1463 (0.1607)  loss_bbox_aux_0: 0.1638 (0.1735)  loss_bbox_aux_1: 0.1559 (0.1653)  loss_bbox_aux_2: 0.1482 (0.1631)  loss_bbox_aux_3: 0.1491 (0.1612)  loss_bbox_aux_4: 0.1463 (0.1608)  loss_bbox_aux_5: 0.1950 (0.2130)  loss_bbox_dn_0: 0.2665 (0.2862)  loss_bbox_dn_1: 0.2019 (0.2162)  loss_bbox_dn_2: 0.1803 (0.1938)  loss_bbox_dn_3: 0.1750 (0.1865)  loss_bbox_dn_4: 0.1760 (0.1851)  loss_bbox_dn_5: 0.1763 (0.1851)  loss_giou: 0.4895 (0.4883)  loss_giou_aux_0: 0.5103 (0.5130)  loss_giou_aux_1: 0.5032 (0.4983)  loss_giou_aux_2: 0.4903 (0.4934)  loss_giou_aux_3: 0.4906 (0.4897)  loss_giou_aux_4: 0.4867 (0.4887)  loss_giou_aux_5: 0.5678 (0.5811)  loss_giou_dn_0: 0.5911 (0.6025)  loss_giou_dn_1: 0.4903 (0.4971)  loss_giou_dn_2: 0.4579 (0.4677)  loss_giou_dn_3: 0.4523 (0.4590)  loss_giou_dn_4: 0.4493 (0.4570)  loss_giou_dn_5: 0.4494 (0.4571)  loss_vfl: 0.7000 (0.6903)  loss_vfl_aux_0: 0.8058 (0.8062)  loss_vfl_aux_1: 0.7330 (0.7522)  loss_vfl_aux_2: 0.7188 (0.7172)  loss_vfl_aux_3: 0.7165 (0.7017)  loss_vfl_aux_4: 0.7050 (0.6931)  loss_vfl_aux_5: 0.7926 (0.7823)  loss_vfl_dn_0: 0.4565 (0.4600)  loss_vfl_dn_1: 0.3955 (0.3962)  loss_vfl_dn_2: 0.3804 (0.3799)  loss_vfl_dn_3: 0.3702 (0.3722)  loss_vfl_dn_4: 0.3664 (0.3695)  loss_vfl_dn_5: 0.3642 (0.3687)  time: 0.4799  data: 0.0141  max mem: 5654
Epoch: [30]  [1900/7393]  eta: 0:44:35  lr: 0.000010  loss: 16.3679 (16.4412)  loss_bbox: 0.1421 (0.1607)  loss_bbox_aux_0: 0.1562 (0.1735)  loss_bbox_aux_1: 0.1423 (0.1653)  loss_bbox_aux_2: 0.1449 (0.1630)  loss_bbox_aux_3: 0.1467 (0.1611)  loss_bbox_aux_4: 0.1418 (0.1607)  loss_bbox_aux_5: 0.2016 (0.2130)  loss_bbox_dn_0: 0.2660 (0.2862)  loss_bbox_dn_1: 0.1869 (0.2162)  loss_bbox_dn_2: 0.1666 (0.1939)  loss_bbox_dn_3: 0.1571 (0.1867)  loss_bbox_dn_4: 0.1562 (0.1852)  loss_bbox_dn_5: 0.1562 (0.1852)  loss_giou: 0.4676 (0.4886)  loss_giou_aux_0: 0.4813 (0.5132)  loss_giou_aux_1: 0.4699 (0.4985)  loss_giou_aux_2: 0.4727 (0.4936)  loss_giou_aux_3: 0.4726 (0.4899)  loss_giou_aux_4: 0.4668 (0.4890)  loss_giou_aux_5: 0.5602 (0.5813)  loss_giou_dn_0: 0.6036 (0.6027)  loss_giou_dn_1: 0.4919 (0.4973)  loss_giou_dn_2: 0.4656 (0.4680)  loss_giou_dn_3: 0.4598 (0.4593)  loss_giou_dn_4: 0.4576 (0.4573)  loss_giou_dn_5: 0.4578 (0.4574)  loss_vfl: 0.7213 (0.6910)  loss_vfl_aux_0: 0.8296 (0.8066)  loss_vfl_aux_1: 0.7712 (0.7526)  loss_vfl_aux_2: 0.7330 (0.7180)  loss_vfl_aux_3: 0.7191 (0.7024)  loss_vfl_aux_4: 0.7364 (0.6938)  loss_vfl_aux_5: 0.8169 (0.7827)  loss_vfl_dn_0: 0.4572 (0.4601)  loss_vfl_dn_1: 0.3957 (0.3962)  loss_vfl_dn_2: 0.3766 (0.3800)  loss_vfl_dn_3: 0.3695 (0.3723)  loss_vfl_dn_4: 0.3683 (0.3695)  loss_vfl_dn_5: 0.3655 (0.3688)  time: 0.4711  data: 0.0140  max mem: 5654
Epoch: [30]  [2000/7393]  eta: 0:43:42  lr: 0.000010  loss: 16.6870 (16.4503)  loss_bbox: 0.1835 (0.1611)  loss_bbox_aux_0: 0.1888 (0.1740)  loss_bbox_aux_1: 0.1783 (0.1659)  loss_bbox_aux_2: 0.1776 (0.1635)  loss_bbox_aux_3: 0.1825 (0.1615)  loss_bbox_aux_4: 0.1809 (0.1612)  loss_bbox_aux_5: 0.2208 (0.2135)  loss_bbox_dn_0: 0.3160 (0.2871)  loss_bbox_dn_1: 0.2416 (0.2169)  loss_bbox_dn_2: 0.2219 (0.1945)  loss_bbox_dn_3: 0.2144 (0.1872)  loss_bbox_dn_4: 0.2137 (0.1857)  loss_bbox_dn_5: 0.2137 (0.1857)  loss_giou: 0.4541 (0.4885)  loss_giou_aux_0: 0.4831 (0.5132)  loss_giou_aux_1: 0.4588 (0.4986)  loss_giou_aux_2: 0.4532 (0.4936)  loss_giou_aux_3: 0.4487 (0.4899)  loss_giou_aux_4: 0.4461 (0.4889)  loss_giou_aux_5: 0.5441 (0.5814)  loss_giou_dn_0: 0.5871 (0.6028)  loss_giou_dn_1: 0.4810 (0.4973)  loss_giou_dn_2: 0.4466 (0.4679)  loss_giou_dn_3: 0.4396 (0.4592)  loss_giou_dn_4: 0.4372 (0.4572)  loss_giou_dn_5: 0.4369 (0.4574)  loss_vfl: 0.6795 (0.6914)  loss_vfl_aux_0: 0.8066 (0.8069)  loss_vfl_aux_1: 0.7328 (0.7525)  loss_vfl_aux_2: 0.6877 (0.7181)  loss_vfl_aux_3: 0.6752 (0.7025)  loss_vfl_aux_4: 0.6808 (0.6941)  loss_vfl_aux_5: 0.7789 (0.7832)  loss_vfl_dn_0: 0.4610 (0.4603)  loss_vfl_dn_1: 0.4024 (0.3964)  loss_vfl_dn_2: 0.3810 (0.3802)  loss_vfl_dn_3: 0.3743 (0.3725)  loss_vfl_dn_4: 0.3743 (0.3697)  loss_vfl_dn_5: 0.3728 (0.3689)  time: 0.4741  data: 0.0138  max mem: 5654
Epoch: [30]  [2100/7393]  eta: 0:42:51  lr: 0.000010  loss: 15.9962 (16.4482)  loss_bbox: 0.1402 (0.1611)  loss_bbox_aux_0: 0.1562 (0.1740)  loss_bbox_aux_1: 0.1487 (0.1660)  loss_bbox_aux_2: 0.1460 (0.1635)  loss_bbox_aux_3: 0.1421 (0.1616)  loss_bbox_aux_4: 0.1395 (0.1612)  loss_bbox_aux_5: 0.1832 (0.2136)  loss_bbox_dn_0: 0.2709 (0.2871)  loss_bbox_dn_1: 0.1987 (0.2169)  loss_bbox_dn_2: 0.1787 (0.1945)  loss_bbox_dn_3: 0.1686 (0.1872)  loss_bbox_dn_4: 0.1676 (0.1858)  loss_bbox_dn_5: 0.1676 (0.1858)  loss_giou: 0.4564 (0.4884)  loss_giou_aux_0: 0.4820 (0.5129)  loss_giou_aux_1: 0.4770 (0.4985)  loss_giou_aux_2: 0.4671 (0.4935)  loss_giou_aux_3: 0.4638 (0.4898)  loss_giou_aux_4: 0.4591 (0.4888)  loss_giou_aux_5: 0.5440 (0.5812)  loss_giou_dn_0: 0.5868 (0.6026)  loss_giou_dn_1: 0.4776 (0.4970)  loss_giou_dn_2: 0.4499 (0.4676)  loss_giou_dn_3: 0.4421 (0.4589)  loss_giou_dn_4: 0.4393 (0.4569)  loss_giou_dn_5: 0.4397 (0.4570)  loss_vfl: 0.6910 (0.6915)  loss_vfl_aux_0: 0.8094 (0.8074)  loss_vfl_aux_1: 0.7343 (0.7525)  loss_vfl_aux_2: 0.7257 (0.7181)  loss_vfl_aux_3: 0.6917 (0.7026)  loss_vfl_aux_4: 0.6924 (0.6944)  loss_vfl_aux_5: 0.7638 (0.7834)  loss_vfl_dn_0: 0.4578 (0.4602)  loss_vfl_dn_1: 0.3952 (0.3963)  loss_vfl_dn_2: 0.3802 (0.3800)  loss_vfl_dn_3: 0.3698 (0.3723)  loss_vfl_dn_4: 0.3661 (0.3695)  loss_vfl_dn_5: 0.3668 (0.3688)  time: 0.4772  data: 0.0137  max mem: 5654
Epoch: [30]  [2200/7393]  eta: 0:41:59  lr: 0.000010  loss: 16.0522 (16.4481)  loss_bbox: 0.1420 (0.1613)  loss_bbox_aux_0: 0.1511 (0.1742)  loss_bbox_aux_1: 0.1534 (0.1663)  loss_bbox_aux_2: 0.1449 (0.1637)  loss_bbox_aux_3: 0.1427 (0.1618)  loss_bbox_aux_4: 0.1423 (0.1614)  loss_bbox_aux_5: 0.1988 (0.2138)  loss_bbox_dn_0: 0.2621 (0.2872)  loss_bbox_dn_1: 0.2019 (0.2170)  loss_bbox_dn_2: 0.1743 (0.1946)  loss_bbox_dn_3: 0.1670 (0.1873)  loss_bbox_dn_4: 0.1633 (0.1859)  loss_bbox_dn_5: 0.1631 (0.1859)  loss_giou: 0.4564 (0.4878)  loss_giou_aux_0: 0.4762 (0.5122)  loss_giou_aux_1: 0.4781 (0.4980)  loss_giou_aux_2: 0.4656 (0.4930)  loss_giou_aux_3: 0.4555 (0.4893)  loss_giou_aux_4: 0.4558 (0.4882)  loss_giou_aux_5: 0.5337 (0.5806)  loss_giou_dn_0: 0.5779 (0.6021)  loss_giou_dn_1: 0.4583 (0.4966)  loss_giou_dn_2: 0.4349 (0.4673)  loss_giou_dn_3: 0.4283 (0.4586)  loss_giou_dn_4: 0.4260 (0.4566)  loss_giou_dn_5: 0.4264 (0.4568)  loss_vfl: 0.6841 (0.6921)  loss_vfl_aux_0: 0.8061 (0.8079)  loss_vfl_aux_1: 0.7413 (0.7527)  loss_vfl_aux_2: 0.7179 (0.7185)  loss_vfl_aux_3: 0.7090 (0.7031)  loss_vfl_aux_4: 0.6772 (0.6950)  loss_vfl_aux_5: 0.7917 (0.7840)  loss_vfl_dn_0: 0.4580 (0.4603)  loss_vfl_dn_1: 0.3927 (0.3963)  loss_vfl_dn_2: 0.3774 (0.3800)  loss_vfl_dn_3: 0.3707 (0.3723)  loss_vfl_dn_4: 0.3700 (0.3695)  loss_vfl_dn_5: 0.3678 (0.3688)  time: 0.4726  data: 0.0145  max mem: 5654
Epoch: [30]  [2300/7393]  eta: 0:41:08  lr: 0.000010  loss: 16.1607 (16.4490)  loss_bbox: 0.1564 (0.1612)  loss_bbox_aux_0: 0.1692 (0.1741)  loss_bbox_aux_1: 0.1587 (0.1663)  loss_bbox_aux_2: 0.1582 (0.1637)  loss_bbox_aux_3: 0.1556 (0.1617)  loss_bbox_aux_4: 0.1553 (0.1613)  loss_bbox_aux_5: 0.2037 (0.2138)  loss_bbox_dn_0: 0.2692 (0.2873)  loss_bbox_dn_1: 0.2049 (0.2170)  loss_bbox_dn_2: 0.1849 (0.1946)  loss_bbox_dn_3: 0.1813 (0.1874)  loss_bbox_dn_4: 0.1809 (0.1859)  loss_bbox_dn_5: 0.1809 (0.1859)  loss_giou: 0.4686 (0.4877)  loss_giou_aux_0: 0.4884 (0.5121)  loss_giou_aux_1: 0.4729 (0.4979)  loss_giou_aux_2: 0.4683 (0.4929)  loss_giou_aux_3: 0.4641 (0.4892)  loss_giou_aux_4: 0.4601 (0.4881)  loss_giou_aux_5: 0.5810 (0.5805)  loss_giou_dn_0: 0.5901 (0.6022)  loss_giou_dn_1: 0.4788 (0.4966)  loss_giou_dn_2: 0.4491 (0.4674)  loss_giou_dn_3: 0.4391 (0.4587)  loss_giou_dn_4: 0.4351 (0.4567)  loss_giou_dn_5: 0.4347 (0.4568)  loss_vfl: 0.6981 (0.6923)  loss_vfl_aux_0: 0.7974 (0.8080)  loss_vfl_aux_1: 0.7326 (0.7527)  loss_vfl_aux_2: 0.7168 (0.7188)  loss_vfl_aux_3: 0.6964 (0.7033)  loss_vfl_aux_4: 0.6972 (0.6952)  loss_vfl_aux_5: 0.7646 (0.7840)  loss_vfl_dn_0: 0.4527 (0.4603)  loss_vfl_dn_1: 0.3933 (0.3964)  loss_vfl_dn_2: 0.3794 (0.3801)  loss_vfl_dn_3: 0.3719 (0.3724)  loss_vfl_dn_4: 0.3714 (0.3696)  loss_vfl_dn_5: 0.3724 (0.3689)  time: 0.4871  data: 0.0141  max mem: 5654
Epoch: [30]  [2400/7393]  eta: 0:40:17  lr: 0.000010  loss: 16.2675 (16.4498)  loss_bbox: 0.1551 (0.1611)  loss_bbox_aux_0: 0.1648 (0.1739)  loss_bbox_aux_1: 0.1557 (0.1661)  loss_bbox_aux_2: 0.1640 (0.1635)  loss_bbox_aux_3: 0.1541 (0.1616)  loss_bbox_aux_4: 0.1501 (0.1611)  loss_bbox_aux_5: 0.2102 (0.2136)  loss_bbox_dn_0: 0.2339 (0.2867)  loss_bbox_dn_1: 0.1722 (0.2167)  loss_bbox_dn_2: 0.1627 (0.1944)  loss_bbox_dn_3: 0.1544 (0.1871)  loss_bbox_dn_4: 0.1519 (0.1857)  loss_bbox_dn_5: 0.1519 (0.1857)  loss_giou: 0.5301 (0.4883)  loss_giou_aux_0: 0.5547 (0.5126)  loss_giou_aux_1: 0.5400 (0.4984)  loss_giou_aux_2: 0.5346 (0.4934)  loss_giou_aux_3: 0.5333 (0.4898)  loss_giou_aux_4: 0.5339 (0.4886)  loss_giou_aux_5: 0.6293 (0.5811)  loss_giou_dn_0: 0.5889 (0.6028)  loss_giou_dn_1: 0.4951 (0.4972)  loss_giou_dn_2: 0.4700 (0.4679)  loss_giou_dn_3: 0.4606 (0.4592)  loss_giou_dn_4: 0.4589 (0.4572)  loss_giou_dn_5: 0.4588 (0.4573)  loss_vfl: 0.6441 (0.6920)  loss_vfl_aux_0: 0.7551 (0.8078)  loss_vfl_aux_1: 0.6952 (0.7522)  loss_vfl_aux_2: 0.6561 (0.7183)  loss_vfl_aux_3: 0.6532 (0.7030)  loss_vfl_aux_4: 0.6529 (0.6950)  loss_vfl_aux_5: 0.7249 (0.7833)  loss_vfl_dn_0: 0.4555 (0.4602)  loss_vfl_dn_1: 0.3897 (0.3964)  loss_vfl_dn_2: 0.3766 (0.3801)  loss_vfl_dn_3: 0.3676 (0.3724)  loss_vfl_dn_4: 0.3651 (0.3696)  loss_vfl_dn_5: 0.3633 (0.3689)  time: 0.4832  data: 0.0139  max mem: 5654
Epoch: [30]  [2500/7393]  eta: 0:39:38  lr: 0.000010  loss: 15.4312 (16.4453)  loss_bbox: 0.1538 (0.1612)  loss_bbox_aux_0: 0.1676 (0.1740)  loss_bbox_aux_1: 0.1581 (0.1662)  loss_bbox_aux_2: 0.1568 (0.1636)  loss_bbox_aux_3: 0.1562 (0.1617)  loss_bbox_aux_4: 0.1523 (0.1612)  loss_bbox_aux_5: 0.2008 (0.2136)  loss_bbox_dn_0: 0.2804 (0.2871)  loss_bbox_dn_1: 0.2012 (0.2170)  loss_bbox_dn_2: 0.1750 (0.1946)  loss_bbox_dn_3: 0.1639 (0.1874)  loss_bbox_dn_4: 0.1597 (0.1859)  loss_bbox_dn_5: 0.1597 (0.1859)  loss_giou: 0.4063 (0.4877)  loss_giou_aux_0: 0.4232 (0.5119)  loss_giou_aux_1: 0.4082 (0.4978)  loss_giou_aux_2: 0.4094 (0.4928)  loss_giou_aux_3: 0.4075 (0.4892)  loss_giou_aux_4: 0.4065 (0.4880)  loss_giou_aux_5: 0.4952 (0.5804)  loss_giou_dn_0: 0.5512 (0.6024)  loss_giou_dn_1: 0.4436 (0.4968)  loss_giou_dn_2: 0.4112 (0.4675)  loss_giou_dn_3: 0.4010 (0.4588)  loss_giou_dn_4: 0.4001 (0.4568)  loss_giou_dn_5: 0.4001 (0.4569)  loss_vfl: 0.6674 (0.6919)  loss_vfl_aux_0: 0.7879 (0.8078)  loss_vfl_aux_1: 0.7425 (0.7522)  loss_vfl_aux_2: 0.7093 (0.7183)  loss_vfl_aux_3: 0.6792 (0.7028)  loss_vfl_aux_4: 0.6859 (0.6949)  loss_vfl_aux_5: 0.7802 (0.7836)  loss_vfl_dn_0: 0.4524 (0.4603)  loss_vfl_dn_1: 0.3791 (0.3963)  loss_vfl_dn_2: 0.3632 (0.3801)  loss_vfl_dn_3: 0.3553 (0.3724)  loss_vfl_dn_4: 0.3538 (0.3696)  loss_vfl_dn_5: 0.3527 (0.3688)  time: 0.4637  data: 0.0144  max mem: 5654
Epoch: [30]  [2600/7393]  eta: 0:38:47  lr: 0.000010  loss: 16.1113 (16.4361)  loss_bbox: 0.1444 (0.1609)  loss_bbox_aux_0: 0.1593 (0.1738)  loss_bbox_aux_1: 0.1489 (0.1659)  loss_bbox_aux_2: 0.1483 (0.1633)  loss_bbox_aux_3: 0.1420 (0.1614)  loss_bbox_aux_4: 0.1461 (0.1609)  loss_bbox_aux_5: 0.2000 (0.2134)  loss_bbox_dn_0: 0.2714 (0.2868)  loss_bbox_dn_1: 0.1887 (0.2167)  loss_bbox_dn_2: 0.1633 (0.1943)  loss_bbox_dn_3: 0.1538 (0.1871)  loss_bbox_dn_4: 0.1508 (0.1856)  loss_bbox_dn_5: 0.1504 (0.1856)  loss_giou: 0.4526 (0.4872)  loss_giou_aux_0: 0.4969 (0.5115)  loss_giou_aux_1: 0.4686 (0.4973)  loss_giou_aux_2: 0.4477 (0.4923)  loss_giou_aux_3: 0.4536 (0.4887)  loss_giou_aux_4: 0.4572 (0.4876)  loss_giou_aux_5: 0.5533 (0.5800)  loss_giou_dn_0: 0.5828 (0.6023)  loss_giou_dn_1: 0.4622 (0.4966)  loss_giou_dn_2: 0.4390 (0.4673)  loss_giou_dn_3: 0.4287 (0.4586)  loss_giou_dn_4: 0.4260 (0.4566)  loss_giou_dn_5: 0.4262 (0.4568)  loss_vfl: 0.6931 (0.6919)  loss_vfl_aux_0: 0.7954 (0.8076)  loss_vfl_aux_1: 0.7342 (0.7521)  loss_vfl_aux_2: 0.7065 (0.7182)  loss_vfl_aux_3: 0.6955 (0.7027)  loss_vfl_aux_4: 0.6837 (0.6949)  loss_vfl_aux_5: 0.7618 (0.7834)  loss_vfl_dn_0: 0.4560 (0.4601)  loss_vfl_dn_1: 0.3893 (0.3962)  loss_vfl_dn_2: 0.3765 (0.3800)  loss_vfl_dn_3: 0.3669 (0.3723)  loss_vfl_dn_4: 0.3638 (0.3695)  loss_vfl_dn_5: 0.3614 (0.3687)  time: 0.4711  data: 0.0151  max mem: 5654
Epoch: [30]  [2700/7393]  eta: 0:37:57  lr: 0.000010  loss: 16.8056 (16.4390)  loss_bbox: 0.1498 (0.1606)  loss_bbox_aux_0: 0.1665 (0.1735)  loss_bbox_aux_1: 0.1466 (0.1656)  loss_bbox_aux_2: 0.1488 (0.1630)  loss_bbox_aux_3: 0.1473 (0.1612)  loss_bbox_aux_4: 0.1496 (0.1607)  loss_bbox_aux_5: 0.2124 (0.2130)  loss_bbox_dn_0: 0.2538 (0.2859)  loss_bbox_dn_1: 0.1799 (0.2162)  loss_bbox_dn_2: 0.1665 (0.1939)  loss_bbox_dn_3: 0.1624 (0.1867)  loss_bbox_dn_4: 0.1617 (0.1853)  loss_bbox_dn_5: 0.1616 (0.1853)  loss_giou: 0.4975 (0.4881)  loss_giou_aux_0: 0.5236 (0.5124)  loss_giou_aux_1: 0.4952 (0.4982)  loss_giou_aux_2: 0.5092 (0.4932)  loss_giou_aux_3: 0.4944 (0.4896)  loss_giou_aux_4: 0.4955 (0.4885)  loss_giou_aux_5: 0.5894 (0.5809)  loss_giou_dn_0: 0.6162 (0.6028)  loss_giou_dn_1: 0.5074 (0.4972)  loss_giou_dn_2: 0.4782 (0.4680)  loss_giou_dn_3: 0.4658 (0.4593)  loss_giou_dn_4: 0.4631 (0.4573)  loss_giou_dn_5: 0.4632 (0.4575)  loss_vfl: 0.6750 (0.6918)  loss_vfl_aux_0: 0.8005 (0.8068)  loss_vfl_aux_1: 0.7382 (0.7517)  loss_vfl_aux_2: 0.7098 (0.7180)  loss_vfl_aux_3: 0.6876 (0.7024)  loss_vfl_aux_4: 0.6847 (0.6947)  loss_vfl_aux_5: 0.7570 (0.7826)  loss_vfl_dn_0: 0.4628 (0.4601)  loss_vfl_dn_1: 0.3981 (0.3962)  loss_vfl_dn_2: 0.3817 (0.3801)  loss_vfl_dn_3: 0.3713 (0.3724)  loss_vfl_dn_4: 0.3708 (0.3696)  loss_vfl_dn_5: 0.3696 (0.3689)  time: 0.4776  data: 0.0140  max mem: 5654
Epoch: [30]  [2800/7393]  eta: 0:37:07  lr: 0.000010  loss: 16.6881 (16.4390)  loss_bbox: 0.1500 (0.1607)  loss_bbox_aux_0: 0.1637 (0.1736)  loss_bbox_aux_1: 0.1629 (0.1657)  loss_bbox_aux_2: 0.1560 (0.1631)  loss_bbox_aux_3: 0.1520 (0.1613)  loss_bbox_aux_4: 0.1510 (0.1607)  loss_bbox_aux_5: 0.2059 (0.2130)  loss_bbox_dn_0: 0.3068 (0.2861)  loss_bbox_dn_1: 0.2220 (0.2163)  loss_bbox_dn_2: 0.1980 (0.1940)  loss_bbox_dn_3: 0.1882 (0.1868)  loss_bbox_dn_4: 0.1857 (0.1854)  loss_bbox_dn_5: 0.1857 (0.1854)  loss_giou: 0.5096 (0.4881)  loss_giou_aux_0: 0.5403 (0.5124)  loss_giou_aux_1: 0.5257 (0.4982)  loss_giou_aux_2: 0.5186 (0.4932)  loss_giou_aux_3: 0.5217 (0.4896)  loss_giou_aux_4: 0.5175 (0.4885)  loss_giou_aux_5: 0.6190 (0.5808)  loss_giou_dn_0: 0.6237 (0.6027)  loss_giou_dn_1: 0.5118 (0.4971)  loss_giou_dn_2: 0.4785 (0.4679)  loss_giou_dn_3: 0.4729 (0.4592)  loss_giou_dn_4: 0.4718 (0.4572)  loss_giou_dn_5: 0.4718 (0.4574)  loss_vfl: 0.6735 (0.6917)  loss_vfl_aux_0: 0.7739 (0.8067)  loss_vfl_aux_1: 0.7454 (0.7514)  loss_vfl_aux_2: 0.6831 (0.7179)  loss_vfl_aux_3: 0.6897 (0.7024)  loss_vfl_aux_4: 0.6714 (0.6947)  loss_vfl_aux_5: 0.7893 (0.7828)  loss_vfl_dn_0: 0.4592 (0.4602)  loss_vfl_dn_1: 0.3982 (0.3962)  loss_vfl_dn_2: 0.3824 (0.3801)  loss_vfl_dn_3: 0.3741 (0.3724)  loss_vfl_dn_4: 0.3699 (0.3696)  loss_vfl_dn_5: 0.3693 (0.3688)  time: 0.4723  data: 0.0145  max mem: 5654
Epoch: [30]  [2900/7393]  eta: 0:36:17  lr: 0.000010  loss: 16.3596 (16.4406)  loss_bbox: 0.1714 (0.1606)  loss_bbox_aux_0: 0.1866 (0.1736)  loss_bbox_aux_1: 0.1756 (0.1657)  loss_bbox_aux_2: 0.1704 (0.1631)  loss_bbox_aux_3: 0.1674 (0.1612)  loss_bbox_aux_4: 0.1669 (0.1607)  loss_bbox_aux_5: 0.2199 (0.2130)  loss_bbox_dn_0: 0.2827 (0.2860)  loss_bbox_dn_1: 0.2052 (0.2162)  loss_bbox_dn_2: 0.1748 (0.1940)  loss_bbox_dn_3: 0.1692 (0.1868)  loss_bbox_dn_4: 0.1691 (0.1854)  loss_bbox_dn_5: 0.1691 (0.1854)  loss_giou: 0.4647 (0.4880)  loss_giou_aux_0: 0.4854 (0.5123)  loss_giou_aux_1: 0.4794 (0.4981)  loss_giou_aux_2: 0.4818 (0.4931)  loss_giou_aux_3: 0.4619 (0.4895)  loss_giou_aux_4: 0.4646 (0.4883)  loss_giou_aux_5: 0.5478 (0.5807)  loss_giou_dn_0: 0.5988 (0.6027)  loss_giou_dn_1: 0.4769 (0.4971)  loss_giou_dn_2: 0.4463 (0.4679)  loss_giou_dn_3: 0.4356 (0.4592)  loss_giou_dn_4: 0.4351 (0.4573)  loss_giou_dn_5: 0.4371 (0.4574)  loss_vfl: 0.6797 (0.6921)  loss_vfl_aux_0: 0.7938 (0.8071)  loss_vfl_aux_1: 0.7213 (0.7518)  loss_vfl_aux_2: 0.7116 (0.7182)  loss_vfl_aux_3: 0.6783 (0.7027)  loss_vfl_aux_4: 0.6849 (0.6951)  loss_vfl_aux_5: 0.7731 (0.7830)  loss_vfl_dn_0: 0.4520 (0.4601)  loss_vfl_dn_1: 0.3870 (0.3962)  loss_vfl_dn_2: 0.3743 (0.3800)  loss_vfl_dn_3: 0.3647 (0.3724)  loss_vfl_dn_4: 0.3636 (0.3696)  loss_vfl_dn_5: 0.3642 (0.3689)  time: 0.4742  data: 0.0137  max mem: 5654
Epoch: [30]  [3000/7393]  eta: 0:35:37  lr: 0.000010  loss: 16.2900 (16.4456)  loss_bbox: 0.1520 (0.1606)  loss_bbox_aux_0: 0.1701 (0.1736)  loss_bbox_aux_1: 0.1606 (0.1657)  loss_bbox_aux_2: 0.1524 (0.1631)  loss_bbox_aux_3: 0.1559 (0.1612)  loss_bbox_aux_4: 0.1562 (0.1607)  loss_bbox_aux_5: 0.2009 (0.2128)  loss_bbox_dn_0: 0.2675 (0.2861)  loss_bbox_dn_1: 0.2033 (0.2163)  loss_bbox_dn_2: 0.1790 (0.1941)  loss_bbox_dn_3: 0.1734 (0.1869)  loss_bbox_dn_4: 0.1707 (0.1855)  loss_bbox_dn_5: 0.1707 (0.1855)  loss_giou: 0.4651 (0.4880)  loss_giou_aux_0: 0.5050 (0.5124)  loss_giou_aux_1: 0.4694 (0.4982)  loss_giou_aux_2: 0.4815 (0.4931)  loss_giou_aux_3: 0.4668 (0.4895)  loss_giou_aux_4: 0.4647 (0.4883)  loss_giou_aux_5: 0.5720 (0.5807)  loss_giou_dn_0: 0.5896 (0.6028)  loss_giou_dn_1: 0.4839 (0.4972)  loss_giou_dn_2: 0.4481 (0.4680)  loss_giou_dn_3: 0.4350 (0.4594)  loss_giou_dn_4: 0.4322 (0.4574)  loss_giou_dn_5: 0.4321 (0.4576)  loss_vfl: 0.6962 (0.6925)  loss_vfl_aux_0: 0.7947 (0.8074)  loss_vfl_aux_1: 0.7474 (0.7523)  loss_vfl_aux_2: 0.6950 (0.7186)  loss_vfl_aux_3: 0.7146 (0.7033)  loss_vfl_aux_4: 0.6973 (0.6955)  loss_vfl_aux_5: 0.7924 (0.7834)  loss_vfl_dn_0: 0.4660 (0.4602)  loss_vfl_dn_1: 0.4003 (0.3962)  loss_vfl_dn_2: 0.3860 (0.3801)  loss_vfl_dn_3: 0.3794 (0.3725)  loss_vfl_dn_4: 0.3763 (0.3697)  loss_vfl_dn_5: 0.3742 (0.3690)  time: 0.8027  data: 0.0141  max mem: 5654
Epoch: [30]  [3100/7393]  eta: 0:34:48  lr: 0.000010  loss: 16.0911 (16.4403)  loss_bbox: 0.1512 (0.1605)  loss_bbox_aux_0: 0.1666 (0.1734)  loss_bbox_aux_1: 0.1597 (0.1655)  loss_bbox_aux_2: 0.1543 (0.1629)  loss_bbox_aux_3: 0.1550 (0.1610)  loss_bbox_aux_4: 0.1526 (0.1605)  loss_bbox_aux_5: 0.2037 (0.2127)  loss_bbox_dn_0: 0.2612 (0.2858)  loss_bbox_dn_1: 0.1972 (0.2160)  loss_bbox_dn_2: 0.1796 (0.1938)  loss_bbox_dn_3: 0.1757 (0.1866)  loss_bbox_dn_4: 0.1718 (0.1852)  loss_bbox_dn_5: 0.1718 (0.1852)  loss_giou: 0.4621 (0.4878)  loss_giou_aux_0: 0.5104 (0.5123)  loss_giou_aux_1: 0.4896 (0.4980)  loss_giou_aux_2: 0.4877 (0.4929)  loss_giou_aux_3: 0.4672 (0.4893)  loss_giou_aux_4: 0.4622 (0.4881)  loss_giou_aux_5: 0.5602 (0.5806)  loss_giou_dn_0: 0.5967 (0.6025)  loss_giou_dn_1: 0.4786 (0.4970)  loss_giou_dn_2: 0.4588 (0.4678)  loss_giou_dn_3: 0.4523 (0.4591)  loss_giou_dn_4: 0.4508 (0.4571)  loss_giou_dn_5: 0.4508 (0.4573)  loss_vfl: 0.6774 (0.6926)  loss_vfl_aux_0: 0.7645 (0.8075)  loss_vfl_aux_1: 0.7184 (0.7524)  loss_vfl_aux_2: 0.7109 (0.7187)  loss_vfl_aux_3: 0.6778 (0.7033)  loss_vfl_aux_4: 0.6669 (0.6955)  loss_vfl_aux_5: 0.7694 (0.7837)  loss_vfl_dn_0: 0.4584 (0.4602)  loss_vfl_dn_1: 0.3960 (0.3962)  loss_vfl_dn_2: 0.3810 (0.3801)  loss_vfl_dn_3: 0.3732 (0.3724)  loss_vfl_dn_4: 0.3716 (0.3697)  loss_vfl_dn_5: 0.3738 (0.3689)  time: 0.4871  data: 0.0139  max mem: 5654
Epoch: [30]  [3200/7393]  eta: 0:33:58  lr: 0.000010  loss: 16.8138 (16.4464)  loss_bbox: 0.1573 (0.1604)  loss_bbox_aux_0: 0.1606 (0.1735)  loss_bbox_aux_1: 0.1627 (0.1655)  loss_bbox_aux_2: 0.1602 (0.1629)  loss_bbox_aux_3: 0.1559 (0.1610)  loss_bbox_aux_4: 0.1550 (0.1605)  loss_bbox_aux_5: 0.2137 (0.2128)  loss_bbox_dn_0: 0.3040 (0.2859)  loss_bbox_dn_1: 0.2317 (0.2161)  loss_bbox_dn_2: 0.2073 (0.1938)  loss_bbox_dn_3: 0.2012 (0.1867)  loss_bbox_dn_4: 0.1981 (0.1852)  loss_bbox_dn_5: 0.1981 (0.1852)  loss_giou: 0.4611 (0.4879)  loss_giou_aux_0: 0.5044 (0.5126)  loss_giou_aux_1: 0.4823 (0.4982)  loss_giou_aux_2: 0.4727 (0.4931)  loss_giou_aux_3: 0.4762 (0.4895)  loss_giou_aux_4: 0.4613 (0.4883)  loss_giou_aux_5: 0.5816 (0.5809)  loss_giou_dn_0: 0.6061 (0.6027)  loss_giou_dn_1: 0.4937 (0.4972)  loss_giou_dn_2: 0.4619 (0.4680)  loss_giou_dn_3: 0.4521 (0.4593)  loss_giou_dn_4: 0.4487 (0.4573)  loss_giou_dn_5: 0.4488 (0.4575)  loss_vfl: 0.7135 (0.6931)  loss_vfl_aux_0: 0.8022 (0.8077)  loss_vfl_aux_1: 0.7523 (0.7528)  loss_vfl_aux_2: 0.7289 (0.7191)  loss_vfl_aux_3: 0.7199 (0.7038)  loss_vfl_aux_4: 0.7096 (0.6960)  loss_vfl_aux_5: 0.7868 (0.7839)  loss_vfl_dn_0: 0.4607 (0.4602)  loss_vfl_dn_1: 0.3997 (0.3963)  loss_vfl_dn_2: 0.3867 (0.3802)  loss_vfl_dn_3: 0.3809 (0.3725)  loss_vfl_dn_4: 0.3790 (0.3698)  loss_vfl_dn_5: 0.3781 (0.3690)  time: 0.4697  data: 0.0143  max mem: 5654
Epoch: [30]  [3300/7393]  eta: 0:33:08  lr: 0.000010  loss: 16.1570 (16.4455)  loss_bbox: 0.1551 (0.1602)  loss_bbox_aux_0: 0.1553 (0.1734)  loss_bbox_aux_1: 0.1520 (0.1654)  loss_bbox_aux_2: 0.1528 (0.1628)  loss_bbox_aux_3: 0.1515 (0.1609)  loss_bbox_aux_4: 0.1549 (0.1603)  loss_bbox_aux_5: 0.2035 (0.2127)  loss_bbox_dn_0: 0.2517 (0.2857)  loss_bbox_dn_1: 0.1971 (0.2159)  loss_bbox_dn_2: 0.1696 (0.1936)  loss_bbox_dn_3: 0.1624 (0.1865)  loss_bbox_dn_4: 0.1609 (0.1851)  loss_bbox_dn_5: 0.1610 (0.1851)  loss_giou: 0.4944 (0.4881)  loss_giou_aux_0: 0.5132 (0.5128)  loss_giou_aux_1: 0.4906 (0.4985)  loss_giou_aux_2: 0.4824 (0.4933)  loss_giou_aux_3: 0.4793 (0.4897)  loss_giou_aux_4: 0.4757 (0.4884)  loss_giou_aux_5: 0.5823 (0.5811)  loss_giou_dn_0: 0.6140 (0.6028)  loss_giou_dn_1: 0.5115 (0.4973)  loss_giou_dn_2: 0.4891 (0.4681)  loss_giou_dn_3: 0.4787 (0.4595)  loss_giou_dn_4: 0.4762 (0.4575)  loss_giou_dn_5: 0.4766 (0.4577)  loss_vfl: 0.6656 (0.6930)  loss_vfl_aux_0: 0.7728 (0.8073)  loss_vfl_aux_1: 0.7231 (0.7525)  loss_vfl_aux_2: 0.7015 (0.7190)  loss_vfl_aux_3: 0.6853 (0.7037)  loss_vfl_aux_4: 0.6748 (0.6960)  loss_vfl_aux_5: 0.7408 (0.7836)  loss_vfl_dn_0: 0.4574 (0.4602)  loss_vfl_dn_1: 0.4001 (0.3963)  loss_vfl_dn_2: 0.3873 (0.3802)  loss_vfl_dn_3: 0.3774 (0.3725)  loss_vfl_dn_4: 0.3753 (0.3698)  loss_vfl_dn_5: 0.3748 (0.3690)  time: 0.4736  data: 0.0140  max mem: 5654
Epoch: [30]  [3400/7393]  eta: 0:32:18  lr: 0.000010  loss: 16.6208 (16.4477)  loss_bbox: 0.1549 (0.1602)  loss_bbox_aux_0: 0.1685 (0.1736)  loss_bbox_aux_1: 0.1568 (0.1655)  loss_bbox_aux_2: 0.1477 (0.1628)  loss_bbox_aux_3: 0.1504 (0.1609)  loss_bbox_aux_4: 0.1549 (0.1603)  loss_bbox_aux_5: 0.1921 (0.2127)  loss_bbox_dn_0: 0.2548 (0.2854)  loss_bbox_dn_1: 0.1965 (0.2158)  loss_bbox_dn_2: 0.1788 (0.1935)  loss_bbox_dn_3: 0.1713 (0.1864)  loss_bbox_dn_4: 0.1707 (0.1849)  loss_bbox_dn_5: 0.1706 (0.1849)  loss_giou: 0.4784 (0.4884)  loss_giou_aux_0: 0.5304 (0.5133)  loss_giou_aux_1: 0.4877 (0.4989)  loss_giou_aux_2: 0.4908 (0.4936)  loss_giou_aux_3: 0.4876 (0.4900)  loss_giou_aux_4: 0.4786 (0.4887)  loss_giou_aux_5: 0.5805 (0.5814)  loss_giou_dn_0: 0.6207 (0.6029)  loss_giou_dn_1: 0.5132 (0.4975)  loss_giou_dn_2: 0.4851 (0.4683)  loss_giou_dn_3: 0.4704 (0.4596)  loss_giou_dn_4: 0.4681 (0.4576)  loss_giou_dn_5: 0.4681 (0.4578)  loss_vfl: 0.7035 (0.6931)  loss_vfl_aux_0: 0.7904 (0.8069)  loss_vfl_aux_1: 0.7460 (0.7523)  loss_vfl_aux_2: 0.7356 (0.7189)  loss_vfl_aux_3: 0.7018 (0.7036)  loss_vfl_aux_4: 0.7023 (0.6961)  loss_vfl_aux_5: 0.7676 (0.7834)  loss_vfl_dn_0: 0.4585 (0.4602)  loss_vfl_dn_1: 0.3961 (0.3963)  loss_vfl_dn_2: 0.3783 (0.3802)  loss_vfl_dn_3: 0.3735 (0.3726)  loss_vfl_dn_4: 0.3705 (0.3698)  loss_vfl_dn_5: 0.3698 (0.3691)  time: 0.4671  data: 0.0148  max mem: 5654
Epoch: [30]  [3500/7393]  eta: 0:31:28  lr: 0.000010  loss: 16.0341 (16.4468)  loss_bbox: 0.1554 (0.1602)  loss_bbox_aux_0: 0.1596 (0.1737)  loss_bbox_aux_1: 0.1511 (0.1655)  loss_bbox_aux_2: 0.1545 (0.1628)  loss_bbox_aux_3: 0.1527 (0.1608)  loss_bbox_aux_4: 0.1559 (0.1602)  loss_bbox_aux_5: 0.2084 (0.2127)  loss_bbox_dn_0: 0.2772 (0.2854)  loss_bbox_dn_1: 0.2148 (0.2158)  loss_bbox_dn_2: 0.1851 (0.1935)  loss_bbox_dn_3: 0.1714 (0.1864)  loss_bbox_dn_4: 0.1682 (0.1849)  loss_bbox_dn_5: 0.1681 (0.1849)  loss_giou: 0.4223 (0.4882)  loss_giou_aux_0: 0.4425 (0.5133)  loss_giou_aux_1: 0.4445 (0.4988)  loss_giou_aux_2: 0.4257 (0.4935)  loss_giou_aux_3: 0.4252 (0.4899)  loss_giou_aux_4: 0.4212 (0.4885)  loss_giou_aux_5: 0.5052 (0.5813)  loss_giou_dn_0: 0.5753 (0.6028)  loss_giou_dn_1: 0.4718 (0.4974)  loss_giou_dn_2: 0.4358 (0.4682)  loss_giou_dn_3: 0.4183 (0.4595)  loss_giou_dn_4: 0.4148 (0.4575)  loss_giou_dn_5: 0.4148 (0.4577)  loss_vfl: 0.6975 (0.6933)  loss_vfl_aux_0: 0.8071 (0.8067)  loss_vfl_aux_1: 0.7437 (0.7524)  loss_vfl_aux_2: 0.7302 (0.7191)  loss_vfl_aux_3: 0.7194 (0.7039)  loss_vfl_aux_4: 0.6912 (0.6963)  loss_vfl_aux_5: 0.7964 (0.7834)  loss_vfl_dn_0: 0.4585 (0.4602)  loss_vfl_dn_1: 0.3862 (0.3963)  loss_vfl_dn_2: 0.3680 (0.3802)  loss_vfl_dn_3: 0.3615 (0.3726)  loss_vfl_dn_4: 0.3599 (0.3698)  loss_vfl_dn_5: 0.3591 (0.3691)  time: 0.4743  data: 0.0142  max mem: 5654
Epoch: [30]  [3600/7393]  eta: 0:30:39  lr: 0.000010  loss: 16.1406 (16.4473)  loss_bbox: 0.1487 (0.1602)  loss_bbox_aux_0: 0.1600 (0.1737)  loss_bbox_aux_1: 0.1525 (0.1656)  loss_bbox_aux_2: 0.1492 (0.1628)  loss_bbox_aux_3: 0.1479 (0.1608)  loss_bbox_aux_4: 0.1490 (0.1602)  loss_bbox_aux_5: 0.1968 (0.2127)  loss_bbox_dn_0: 0.2786 (0.2854)  loss_bbox_dn_1: 0.1998 (0.2157)  loss_bbox_dn_2: 0.1713 (0.1934)  loss_bbox_dn_3: 0.1671 (0.1863)  loss_bbox_dn_4: 0.1677 (0.1848)  loss_bbox_dn_5: 0.1678 (0.1848)  loss_giou: 0.4879 (0.4882)  loss_giou_aux_0: 0.5292 (0.5134)  loss_giou_aux_1: 0.5092 (0.4988)  loss_giou_aux_2: 0.5062 (0.4935)  loss_giou_aux_3: 0.4897 (0.4899)  loss_giou_aux_4: 0.4828 (0.4885)  loss_giou_aux_5: 0.5879 (0.5814)  loss_giou_dn_0: 0.6116 (0.6029)  loss_giou_dn_1: 0.5111 (0.4975)  loss_giou_dn_2: 0.4754 (0.4682)  loss_giou_dn_3: 0.4642 (0.4596)  loss_giou_dn_4: 0.4619 (0.4576)  loss_giou_dn_5: 0.4622 (0.4577)  loss_vfl: 0.6774 (0.6934)  loss_vfl_aux_0: 0.7925 (0.8066)  loss_vfl_aux_1: 0.7204 (0.7524)  loss_vfl_aux_2: 0.6956 (0.7191)  loss_vfl_aux_3: 0.6829 (0.7039)  loss_vfl_aux_4: 0.6817 (0.6964)  loss_vfl_aux_5: 0.7472 (0.7834)  loss_vfl_dn_0: 0.4536 (0.4602)  loss_vfl_dn_1: 0.3934 (0.3963)  loss_vfl_dn_2: 0.3710 (0.3802)  loss_vfl_dn_3: 0.3647 (0.3726)  loss_vfl_dn_4: 0.3635 (0.3698)  loss_vfl_dn_5: 0.3631 (0.3691)  time: 0.4858  data: 0.0139  max mem: 5654
Epoch: [30]  [3700/7393]  eta: 0:29:55  lr: 0.000010  loss: 16.7833 (16.4479)  loss_bbox: 0.1543 (0.1601)  loss_bbox_aux_0: 0.1771 (0.1737)  loss_bbox_aux_1: 0.1537 (0.1656)  loss_bbox_aux_2: 0.1482 (0.1628)  loss_bbox_aux_3: 0.1498 (0.1608)  loss_bbox_aux_4: 0.1483 (0.1602)  loss_bbox_aux_5: 0.2080 (0.2125)  loss_bbox_dn_0: 0.2345 (0.2851)  loss_bbox_dn_1: 0.1826 (0.2154)  loss_bbox_dn_2: 0.1708 (0.1932)  loss_bbox_dn_3: 0.1668 (0.1860)  loss_bbox_dn_4: 0.1652 (0.1846)  loss_bbox_dn_5: 0.1652 (0.1846)  loss_giou: 0.5036 (0.4885)  loss_giou_aux_0: 0.5357 (0.5136)  loss_giou_aux_1: 0.5132 (0.4991)  loss_giou_aux_2: 0.4954 (0.4938)  loss_giou_aux_3: 0.5084 (0.4902)  loss_giou_aux_4: 0.5045 (0.4888)  loss_giou_aux_5: 0.5776 (0.5816)  loss_giou_dn_0: 0.5916 (0.6030)  loss_giou_dn_1: 0.4816 (0.4976)  loss_giou_dn_2: 0.4560 (0.4683)  loss_giou_dn_3: 0.4532 (0.4597)  loss_giou_dn_4: 0.4532 (0.4577)  loss_giou_dn_5: 0.4534 (0.4578)  loss_vfl: 0.6808 (0.6933)  loss_vfl_aux_0: 0.7997 (0.8068)  loss_vfl_aux_1: 0.7256 (0.7525)  loss_vfl_aux_2: 0.7016 (0.7191)  loss_vfl_aux_3: 0.6892 (0.7038)  loss_vfl_aux_4: 0.6874 (0.6963)  loss_vfl_aux_5: 0.7676 (0.7831)  loss_vfl_dn_0: 0.4698 (0.4602)  loss_vfl_dn_1: 0.4023 (0.3963)  loss_vfl_dn_2: 0.3894 (0.3803)  loss_vfl_dn_3: 0.3824 (0.3726)  loss_vfl_dn_4: 0.3809 (0.3699)  loss_vfl_dn_5: 0.3786 (0.3691)  time: 0.4757  data: 0.0136  max mem: 5654
Epoch: [30]  [3800/7393]  eta: 0:29:06  lr: 0.000010  loss: 16.7188 (16.4518)  loss_bbox: 0.1494 (0.1600)  loss_bbox_aux_0: 0.1499 (0.1736)  loss_bbox_aux_1: 0.1519 (0.1654)  loss_bbox_aux_2: 0.1529 (0.1627)  loss_bbox_aux_3: 0.1501 (0.1607)  loss_bbox_aux_4: 0.1502 (0.1601)  loss_bbox_aux_5: 0.1830 (0.2124)  loss_bbox_dn_0: 0.2514 (0.2852)  loss_bbox_dn_1: 0.1942 (0.2156)  loss_bbox_dn_2: 0.1639 (0.1933)  loss_bbox_dn_3: 0.1566 (0.1861)  loss_bbox_dn_4: 0.1564 (0.1847)  loss_bbox_dn_5: 0.1565 (0.1847)  loss_giou: 0.4948 (0.4884)  loss_giou_aux_0: 0.5320 (0.5135)  loss_giou_aux_1: 0.5000 (0.4990)  loss_giou_aux_2: 0.5064 (0.4937)  loss_giou_aux_3: 0.4987 (0.4901)  loss_giou_aux_4: 0.4946 (0.4887)  loss_giou_aux_5: 0.5910 (0.5815)  loss_giou_dn_0: 0.5845 (0.6030)  loss_giou_dn_1: 0.4779 (0.4976)  loss_giou_dn_2: 0.4514 (0.4683)  loss_giou_dn_3: 0.4447 (0.4597)  loss_giou_dn_4: 0.4417 (0.4577)  loss_giou_dn_5: 0.4418 (0.4579)  loss_vfl: 0.6955 (0.6939)  loss_vfl_aux_0: 0.7859 (0.8076)  loss_vfl_aux_1: 0.7493 (0.7533)  loss_vfl_aux_2: 0.7037 (0.7197)  loss_vfl_aux_3: 0.6946 (0.7044)  loss_vfl_aux_4: 0.6936 (0.6968)  loss_vfl_aux_5: 0.7538 (0.7838)  loss_vfl_dn_0: 0.4635 (0.4603)  loss_vfl_dn_1: 0.3872 (0.3964)  loss_vfl_dn_2: 0.3746 (0.3803)  loss_vfl_dn_3: 0.3698 (0.3726)  loss_vfl_dn_4: 0.3685 (0.3699)  loss_vfl_dn_5: 0.3659 (0.3692)  time: 0.4744  data: 0.0140  max mem: 5654
Epoch: [30]  [3900/7393]  eta: 0:28:15  lr: 0.000010  loss: 16.6287 (16.4559)  loss_bbox: 0.1696 (0.1601)  loss_bbox_aux_0: 0.1758 (0.1737)  loss_bbox_aux_1: 0.1748 (0.1655)  loss_bbox_aux_2: 0.1728 (0.1628)  loss_bbox_aux_3: 0.1712 (0.1607)  loss_bbox_aux_4: 0.1685 (0.1602)  loss_bbox_aux_5: 0.2226 (0.2125)  loss_bbox_dn_0: 0.3148 (0.2853)  loss_bbox_dn_1: 0.2419 (0.2156)  loss_bbox_dn_2: 0.2203 (0.1933)  loss_bbox_dn_3: 0.2108 (0.1862)  loss_bbox_dn_4: 0.2099 (0.1847)  loss_bbox_dn_5: 0.2099 (0.1847)  loss_giou: 0.4548 (0.4884)  loss_giou_aux_0: 0.4892 (0.5135)  loss_giou_aux_1: 0.4643 (0.4990)  loss_giou_aux_2: 0.4604 (0.4937)  loss_giou_aux_3: 0.4563 (0.4900)  loss_giou_aux_4: 0.4562 (0.4887)  loss_giou_aux_5: 0.5573 (0.5815)  loss_giou_dn_0: 0.6264 (0.6032)  loss_giou_dn_1: 0.5061 (0.4977)  loss_giou_dn_2: 0.4681 (0.4685)  loss_giou_dn_3: 0.4570 (0.4598)  loss_giou_dn_4: 0.4560 (0.4578)  loss_giou_dn_5: 0.4560 (0.4580)  loss_vfl: 0.7330 (0.6941)  loss_vfl_aux_0: 0.8365 (0.8080)  loss_vfl_aux_1: 0.7764 (0.7536)  loss_vfl_aux_2: 0.7561 (0.7200)  loss_vfl_aux_3: 0.7459 (0.7047)  loss_vfl_aux_4: 0.7405 (0.6971)  loss_vfl_aux_5: 0.7943 (0.7841)  loss_vfl_dn_0: 0.4659 (0.4604)  loss_vfl_dn_1: 0.3931 (0.3965)  loss_vfl_dn_2: 0.3764 (0.3804)  loss_vfl_dn_3: 0.3677 (0.3727)  loss_vfl_dn_4: 0.3655 (0.3700)  loss_vfl_dn_5: 0.3651 (0.3693)  time: 0.4737  data: 0.0143  max mem: 5654
Epoch: [30]  [4000/7393]  eta: 0:27:26  lr: 0.000010  loss: 16.6288 (16.4582)  loss_bbox: 0.1657 (0.1603)  loss_bbox_aux_0: 0.1743 (0.1738)  loss_bbox_aux_1: 0.1804 (0.1657)  loss_bbox_aux_2: 0.1728 (0.1629)  loss_bbox_aux_3: 0.1677 (0.1609)  loss_bbox_aux_4: 0.1658 (0.1603)  loss_bbox_aux_5: 0.2063 (0.2127)  loss_bbox_dn_0: 0.2809 (0.2857)  loss_bbox_dn_1: 0.2073 (0.2160)  loss_bbox_dn_2: 0.1769 (0.1937)  loss_bbox_dn_3: 0.1704 (0.1866)  loss_bbox_dn_4: 0.1692 (0.1851)  loss_bbox_dn_5: 0.1694 (0.1851)  loss_giou: 0.4534 (0.4881)  loss_giou_aux_0: 0.4750 (0.5132)  loss_giou_aux_1: 0.4556 (0.4987)  loss_giou_aux_2: 0.4594 (0.4934)  loss_giou_aux_3: 0.4474 (0.4898)  loss_giou_aux_4: 0.4530 (0.4884)  loss_giou_aux_5: 0.5392 (0.5811)  loss_giou_dn_0: 0.5816 (0.6030)  loss_giou_dn_1: 0.4833 (0.4975)  loss_giou_dn_2: 0.4537 (0.4682)  loss_giou_dn_3: 0.4440 (0.4596)  loss_giou_dn_4: 0.4386 (0.4576)  loss_giou_dn_5: 0.4385 (0.4578)  loss_vfl: 0.6743 (0.6943)  loss_vfl_aux_0: 0.8316 (0.8083)  loss_vfl_aux_1: 0.7695 (0.7540)  loss_vfl_aux_2: 0.6884 (0.7203)  loss_vfl_aux_3: 0.6947 (0.7048)  loss_vfl_aux_4: 0.6768 (0.6973)  loss_vfl_aux_5: 0.7692 (0.7844)  loss_vfl_dn_0: 0.4637 (0.4605)  loss_vfl_dn_1: 0.4025 (0.3965)  loss_vfl_dn_2: 0.3884 (0.3804)  loss_vfl_dn_3: 0.3806 (0.3728)  loss_vfl_dn_4: 0.3796 (0.3700)  loss_vfl_dn_5: 0.3764 (0.3693)  time: 0.4746  data: 0.0139  max mem: 5654
Epoch: [30]  [4100/7393]  eta: 0:26:37  lr: 0.000010  loss: 16.0430 (16.4587)  loss_bbox: 0.1635 (0.1604)  loss_bbox_aux_0: 0.1766 (0.1740)  loss_bbox_aux_1: 0.1708 (0.1658)  loss_bbox_aux_2: 0.1694 (0.1630)  loss_bbox_aux_3: 0.1647 (0.1610)  loss_bbox_aux_4: 0.1634 (0.1604)  loss_bbox_aux_5: 0.2409 (0.2129)  loss_bbox_dn_0: 0.3066 (0.2861)  loss_bbox_dn_1: 0.2371 (0.2163)  loss_bbox_dn_2: 0.2033 (0.1940)  loss_bbox_dn_3: 0.1900 (0.1868)  loss_bbox_dn_4: 0.1863 (0.1854)  loss_bbox_dn_5: 0.1864 (0.1854)  loss_giou: 0.4145 (0.4876)  loss_giou_aux_0: 0.4526 (0.5127)  loss_giou_aux_1: 0.4254 (0.4982)  loss_giou_aux_2: 0.4210 (0.4928)  loss_giou_aux_3: 0.4183 (0.4892)  loss_giou_aux_4: 0.4146 (0.4878)  loss_giou_aux_5: 0.5273 (0.5806)  loss_giou_dn_0: 0.5632 (0.6027)  loss_giou_dn_1: 0.4569 (0.4972)  loss_giou_dn_2: 0.4236 (0.4679)  loss_giou_dn_3: 0.4168 (0.4593)  loss_giou_dn_4: 0.4157 (0.4573)  loss_giou_dn_5: 0.4159 (0.4575)  loss_vfl: 0.6792 (0.6947)  loss_vfl_aux_0: 0.8006 (0.8090)  loss_vfl_aux_1: 0.7664 (0.7548)  loss_vfl_aux_2: 0.7220 (0.7207)  loss_vfl_aux_3: 0.7000 (0.7053)  loss_vfl_aux_4: 0.6953 (0.6977)  loss_vfl_aux_5: 0.7631 (0.7847)  loss_vfl_dn_0: 0.4568 (0.4605)  loss_vfl_dn_1: 0.3913 (0.3965)  loss_vfl_dn_2: 0.3752 (0.3804)  loss_vfl_dn_3: 0.3733 (0.3727)  loss_vfl_dn_4: 0.3712 (0.3700)  loss_vfl_dn_5: 0.3717 (0.3692)  time: 0.4767  data: 0.0143  max mem: 5654
Epoch: [30]  [4200/7393]  eta: 0:25:47  lr: 0.000010  loss: 16.2029 (16.4601)  loss_bbox: 0.1722 (0.1606)  loss_bbox_aux_0: 0.1803 (0.1742)  loss_bbox_aux_1: 0.1804 (0.1660)  loss_bbox_aux_2: 0.1747 (0.1632)  loss_bbox_aux_3: 0.1683 (0.1612)  loss_bbox_aux_4: 0.1740 (0.1606)  loss_bbox_aux_5: 0.2172 (0.2132)  loss_bbox_dn_0: 0.3013 (0.2866)  loss_bbox_dn_1: 0.2230 (0.2167)  loss_bbox_dn_2: 0.1936 (0.1943)  loss_bbox_dn_3: 0.1834 (0.1872)  loss_bbox_dn_4: 0.1811 (0.1857)  loss_bbox_dn_5: 0.1809 (0.1857)  loss_giou: 0.4521 (0.4872)  loss_giou_aux_0: 0.4528 (0.5125)  loss_giou_aux_1: 0.4454 (0.4978)  loss_giou_aux_2: 0.4519 (0.4925)  loss_giou_aux_3: 0.4454 (0.4889)  loss_giou_aux_4: 0.4535 (0.4875)  loss_giou_aux_5: 0.5166 (0.5803)  loss_giou_dn_0: 0.5638 (0.6025)  loss_giou_dn_1: 0.4470 (0.4971)  loss_giou_dn_2: 0.4164 (0.4678)  loss_giou_dn_3: 0.4044 (0.4591)  loss_giou_dn_4: 0.4021 (0.4571)  loss_giou_dn_5: 0.4020 (0.4573)  loss_vfl: 0.6663 (0.6949)  loss_vfl_aux_0: 0.8182 (0.8092)  loss_vfl_aux_1: 0.7473 (0.7550)  loss_vfl_aux_2: 0.7138 (0.7209)  loss_vfl_aux_3: 0.6939 (0.7055)  loss_vfl_aux_4: 0.6608 (0.6978)  loss_vfl_aux_5: 0.7983 (0.7850)  loss_vfl_dn_0: 0.4534 (0.4605)  loss_vfl_dn_1: 0.3869 (0.3964)  loss_vfl_dn_2: 0.3695 (0.3804)  loss_vfl_dn_3: 0.3607 (0.3727)  loss_vfl_dn_4: 0.3592 (0.3699)  loss_vfl_dn_5: 0.3564 (0.3692)  time: 0.4704  data: 0.0140  max mem: 5654
Epoch: [30]  [4300/7393]  eta: 0:24:58  lr: 0.000010  loss: 16.1353 (16.4618)  loss_bbox: 0.1417 (0.1605)  loss_bbox_aux_0: 0.1561 (0.1742)  loss_bbox_aux_1: 0.1489 (0.1659)  loss_bbox_aux_2: 0.1440 (0.1631)  loss_bbox_aux_3: 0.1425 (0.1612)  loss_bbox_aux_4: 0.1440 (0.1606)  loss_bbox_aux_5: 0.1949 (0.2131)  loss_bbox_dn_0: 0.2602 (0.2865)  loss_bbox_dn_1: 0.1974 (0.2167)  loss_bbox_dn_2: 0.1802 (0.1943)  loss_bbox_dn_3: 0.1692 (0.1871)  loss_bbox_dn_4: 0.1686 (0.1857)  loss_bbox_dn_5: 0.1685 (0.1857)  loss_giou: 0.4745 (0.4872)  loss_giou_aux_0: 0.4989 (0.5125)  loss_giou_aux_1: 0.4853 (0.4978)  loss_giou_aux_2: 0.4710 (0.4924)  loss_giou_aux_3: 0.4806 (0.4888)  loss_giou_aux_4: 0.4745 (0.4875)  loss_giou_aux_5: 0.5690 (0.5802)  loss_giou_dn_0: 0.6021 (0.6025)  loss_giou_dn_1: 0.4990 (0.4971)  loss_giou_dn_2: 0.4714 (0.4678)  loss_giou_dn_3: 0.4652 (0.4592)  loss_giou_dn_4: 0.4653 (0.4572)  loss_giou_dn_5: 0.4660 (0.4574)  loss_vfl: 0.7030 (0.6952)  loss_vfl_aux_0: 0.7924 (0.8092)  loss_vfl_aux_1: 0.7521 (0.7552)  loss_vfl_aux_2: 0.7222 (0.7213)  loss_vfl_aux_3: 0.7053 (0.7058)  loss_vfl_aux_4: 0.6924 (0.6982)  loss_vfl_aux_5: 0.7849 (0.7853)  loss_vfl_dn_0: 0.4572 (0.4605)  loss_vfl_dn_1: 0.3986 (0.3965)  loss_vfl_dn_2: 0.3825 (0.3804)  loss_vfl_dn_3: 0.3739 (0.3727)  loss_vfl_dn_4: 0.3742 (0.3700)  loss_vfl_dn_5: 0.3715 (0.3692)  time: 0.4778  data: 0.0141  max mem: 5654
Epoch: [30]  [4400/7393]  eta: 0:24:09  lr: 0.000010  loss: 16.1548 (16.4571)  loss_bbox: 0.1589 (0.1604)  loss_bbox_aux_0: 0.1729 (0.1740)  loss_bbox_aux_1: 0.1651 (0.1657)  loss_bbox_aux_2: 0.1656 (0.1630)  loss_bbox_aux_3: 0.1536 (0.1610)  loss_bbox_aux_4: 0.1586 (0.1604)  loss_bbox_aux_5: 0.2227 (0.2130)  loss_bbox_dn_0: 0.2835 (0.2863)  loss_bbox_dn_1: 0.2131 (0.2165)  loss_bbox_dn_2: 0.1912 (0.1941)  loss_bbox_dn_3: 0.1838 (0.1869)  loss_bbox_dn_4: 0.1799 (0.1855)  loss_bbox_dn_5: 0.1800 (0.1855)  loss_giou: 0.4604 (0.4873)  loss_giou_aux_0: 0.5062 (0.5125)  loss_giou_aux_1: 0.4851 (0.4978)  loss_giou_aux_2: 0.4699 (0.4924)  loss_giou_aux_3: 0.4592 (0.4889)  loss_giou_aux_4: 0.4563 (0.4875)  loss_giou_aux_5: 0.5675 (0.5803)  loss_giou_dn_0: 0.5960 (0.6024)  loss_giou_dn_1: 0.4762 (0.4970)  loss_giou_dn_2: 0.4431 (0.4677)  loss_giou_dn_3: 0.4348 (0.4591)  loss_giou_dn_4: 0.4324 (0.4571)  loss_giou_dn_5: 0.4324 (0.4573)  loss_vfl: 0.7181 (0.6948)  loss_vfl_aux_0: 0.8289 (0.8091)  loss_vfl_aux_1: 0.7724 (0.7549)  loss_vfl_aux_2: 0.7290 (0.7209)  loss_vfl_aux_3: 0.6965 (0.7054)  loss_vfl_aux_4: 0.7128 (0.6978)  loss_vfl_aux_5: 0.8078 (0.7852)  loss_vfl_dn_0: 0.4614 (0.4605)  loss_vfl_dn_1: 0.3937 (0.3965)  loss_vfl_dn_2: 0.3776 (0.3804)  loss_vfl_dn_3: 0.3674 (0.3727)  loss_vfl_dn_4: 0.3645 (0.3700)  loss_vfl_dn_5: 0.3632 (0.3692)  time: 0.4705  data: 0.0144  max mem: 5654
Epoch: [30]  [4500/7393]  eta: 0:23:20  lr: 0.000010  loss: 16.2091 (16.4544)  loss_bbox: 0.1490 (0.1603)  loss_bbox_aux_0: 0.1696 (0.1740)  loss_bbox_aux_1: 0.1564 (0.1656)  loss_bbox_aux_2: 0.1537 (0.1629)  loss_bbox_aux_3: 0.1483 (0.1609)  loss_bbox_aux_4: 0.1503 (0.1603)  loss_bbox_aux_5: 0.2108 (0.2129)  loss_bbox_dn_0: 0.2598 (0.2861)  loss_bbox_dn_1: 0.2006 (0.2163)  loss_bbox_dn_2: 0.1662 (0.1940)  loss_bbox_dn_3: 0.1620 (0.1868)  loss_bbox_dn_4: 0.1600 (0.1854)  loss_bbox_dn_5: 0.1599 (0.1854)  loss_giou: 0.4514 (0.4872)  loss_giou_aux_0: 0.4916 (0.5125)  loss_giou_aux_1: 0.4589 (0.4978)  loss_giou_aux_2: 0.4618 (0.4924)  loss_giou_aux_3: 0.4522 (0.4888)  loss_giou_aux_4: 0.4504 (0.4874)  loss_giou_aux_5: 0.5431 (0.5802)  loss_giou_dn_0: 0.5680 (0.6024)  loss_giou_dn_1: 0.4570 (0.4970)  loss_giou_dn_2: 0.4339 (0.4677)  loss_giou_dn_3: 0.4231 (0.4591)  loss_giou_dn_4: 0.4218 (0.4571)  loss_giou_dn_5: 0.4222 (0.4572)  loss_vfl: 0.6920 (0.6948)  loss_vfl_aux_0: 0.7954 (0.8089)  loss_vfl_aux_1: 0.7659 (0.7549)  loss_vfl_aux_2: 0.6960 (0.7208)  loss_vfl_aux_3: 0.7160 (0.7053)  loss_vfl_aux_4: 0.6960 (0.6977)  loss_vfl_aux_5: 0.8029 (0.7852)  loss_vfl_dn_0: 0.4610 (0.4605)  loss_vfl_dn_1: 0.3908 (0.3964)  loss_vfl_dn_2: 0.3788 (0.3804)  loss_vfl_dn_3: 0.3764 (0.3727)  loss_vfl_dn_4: 0.3706 (0.3700)  loss_vfl_dn_5: 0.3687 (0.3692)  time: 0.4824  data: 0.0142  max mem: 5654
Epoch: [30]  [4600/7393]  eta: 0:22:35  lr: 0.000010  loss: 16.1689 (16.4524)  loss_bbox: 0.1524 (0.1602)  loss_bbox_aux_0: 0.1673 (0.1739)  loss_bbox_aux_1: 0.1582 (0.1655)  loss_bbox_aux_2: 0.1570 (0.1628)  loss_bbox_aux_3: 0.1586 (0.1608)  loss_bbox_aux_4: 0.1519 (0.1602)  loss_bbox_aux_5: 0.1952 (0.2128)  loss_bbox_dn_0: 0.2560 (0.2860)  loss_bbox_dn_1: 0.1856 (0.2162)  loss_bbox_dn_2: 0.1689 (0.1938)  loss_bbox_dn_3: 0.1615 (0.1866)  loss_bbox_dn_4: 0.1601 (0.1852)  loss_bbox_dn_5: 0.1600 (0.1852)  loss_giou: 0.4752 (0.4874)  loss_giou_aux_0: 0.5004 (0.5126)  loss_giou_aux_1: 0.4951 (0.4979)  loss_giou_aux_2: 0.4918 (0.4925)  loss_giou_aux_3: 0.4886 (0.4890)  loss_giou_aux_4: 0.4754 (0.4876)  loss_giou_aux_5: 0.5730 (0.5804)  loss_giou_dn_0: 0.6301 (0.6024)  loss_giou_dn_1: 0.5040 (0.4970)  loss_giou_dn_2: 0.4719 (0.4677)  loss_giou_dn_3: 0.4649 (0.4590)  loss_giou_dn_4: 0.4630 (0.4570)  loss_giou_dn_5: 0.4629 (0.4572)  loss_vfl: 0.6902 (0.6945)  loss_vfl_aux_0: 0.8159 (0.8087)  loss_vfl_aux_1: 0.7385 (0.7547)  loss_vfl_aux_2: 0.7101 (0.7208)  loss_vfl_aux_3: 0.6832 (0.7050)  loss_vfl_aux_4: 0.6889 (0.6975)  loss_vfl_aux_5: 0.7391 (0.7852)  loss_vfl_dn_0: 0.4564 (0.4604)  loss_vfl_dn_1: 0.3924 (0.3964)  loss_vfl_dn_2: 0.3822 (0.3803)  loss_vfl_dn_3: 0.3755 (0.3727)  loss_vfl_dn_4: 0.3729 (0.3699)  loss_vfl_dn_5: 0.3748 (0.3692)  time: 0.4748  data: 0.0139  max mem: 5654
Epoch: [30]  [4700/7393]  eta: 0:21:46  lr: 0.000010  loss: 16.6744 (16.4530)  loss_bbox: 0.1404 (0.1601)  loss_bbox_aux_0: 0.1558 (0.1739)  loss_bbox_aux_1: 0.1489 (0.1654)  loss_bbox_aux_2: 0.1452 (0.1627)  loss_bbox_aux_3: 0.1411 (0.1608)  loss_bbox_aux_4: 0.1405 (0.1602)  loss_bbox_aux_5: 0.1941 (0.2127)  loss_bbox_dn_0: 0.2622 (0.2860)  loss_bbox_dn_1: 0.1829 (0.2162)  loss_bbox_dn_2: 0.1677 (0.1938)  loss_bbox_dn_3: 0.1603 (0.1867)  loss_bbox_dn_4: 0.1594 (0.1852)  loss_bbox_dn_5: 0.1594 (0.1852)  loss_giou: 0.4561 (0.4875)  loss_giou_aux_0: 0.4894 (0.5127)  loss_giou_aux_1: 0.4712 (0.4979)  loss_giou_aux_2: 0.4620 (0.4926)  loss_giou_aux_3: 0.4543 (0.4891)  loss_giou_aux_4: 0.4556 (0.4877)  loss_giou_aux_5: 0.5486 (0.5805)  loss_giou_dn_0: 0.6119 (0.6025)  loss_giou_dn_1: 0.5072 (0.4970)  loss_giou_dn_2: 0.4851 (0.4677)  loss_giou_dn_3: 0.4763 (0.4591)  loss_giou_dn_4: 0.4748 (0.4571)  loss_giou_dn_5: 0.4752 (0.4573)  loss_vfl: 0.7087 (0.6945)  loss_vfl_aux_0: 0.8002 (0.8085)  loss_vfl_aux_1: 0.7553 (0.7548)  loss_vfl_aux_2: 0.7355 (0.7208)  loss_vfl_aux_3: 0.7289 (0.7051)  loss_vfl_aux_4: 0.7150 (0.6975)  loss_vfl_aux_5: 0.7484 (0.7850)  loss_vfl_dn_0: 0.4606 (0.4604)  loss_vfl_dn_1: 0.3979 (0.3964)  loss_vfl_dn_2: 0.3784 (0.3804)  loss_vfl_dn_3: 0.3775 (0.3727)  loss_vfl_dn_4: 0.3725 (0.3699)  loss_vfl_dn_5: 0.3741 (0.3692)  time: 0.4885  data: 0.0142  max mem: 5654
Epoch: [30]  [4800/7393]  eta: 0:20:57  lr: 0.000010  loss: 16.4363 (16.4477)  loss_bbox: 0.1538 (0.1601)  loss_bbox_aux_0: 0.1720 (0.1738)  loss_bbox_aux_1: 0.1645 (0.1653)  loss_bbox_aux_2: 0.1557 (0.1626)  loss_bbox_aux_3: 0.1538 (0.1607)  loss_bbox_aux_4: 0.1538 (0.1601)  loss_bbox_aux_5: 0.2165 (0.2126)  loss_bbox_dn_0: 0.2875 (0.2859)  loss_bbox_dn_1: 0.2173 (0.2161)  loss_bbox_dn_2: 0.1878 (0.1938)  loss_bbox_dn_3: 0.1715 (0.1866)  loss_bbox_dn_4: 0.1704 (0.1852)  loss_bbox_dn_5: 0.1705 (0.1852)  loss_giou: 0.4461 (0.4871)  loss_giou_aux_0: 0.4526 (0.5124)  loss_giou_aux_1: 0.4493 (0.4975)  loss_giou_aux_2: 0.4318 (0.4922)  loss_giou_aux_3: 0.4323 (0.4887)  loss_giou_aux_4: 0.4505 (0.4874)  loss_giou_aux_5: 0.5350 (0.5802)  loss_giou_dn_0: 0.5890 (0.6023)  loss_giou_dn_1: 0.4942 (0.4968)  loss_giou_dn_2: 0.4533 (0.4675)  loss_giou_dn_3: 0.4418 (0.4589)  loss_giou_dn_4: 0.4393 (0.4569)  loss_giou_dn_5: 0.4396 (0.4570)  loss_vfl: 0.7306 (0.6945)  loss_vfl_aux_0: 0.8449 (0.8085)  loss_vfl_aux_1: 0.7923 (0.7549)  loss_vfl_aux_2: 0.7571 (0.7209)  loss_vfl_aux_3: 0.7298 (0.7051)  loss_vfl_aux_4: 0.7250 (0.6975)  loss_vfl_aux_5: 0.8214 (0.7852)  loss_vfl_dn_0: 0.4605 (0.4604)  loss_vfl_dn_1: 0.3998 (0.3963)  loss_vfl_dn_2: 0.3801 (0.3803)  loss_vfl_dn_3: 0.3711 (0.3726)  loss_vfl_dn_4: 0.3669 (0.3699)  loss_vfl_dn_5: 0.3664 (0.3691)  time: 0.4808  data: 0.0141  max mem: 5654
Epoch: [30]  [4900/7393]  eta: 0:20:08  lr: 0.000010  loss: 15.6647 (16.4427)  loss_bbox: 0.1478 (0.1601)  loss_bbox_aux_0: 0.1576 (0.1738)  loss_bbox_aux_1: 0.1486 (0.1653)  loss_bbox_aux_2: 0.1463 (0.1626)  loss_bbox_aux_3: 0.1506 (0.1607)  loss_bbox_aux_4: 0.1448 (0.1601)  loss_bbox_aux_5: 0.2025 (0.2126)  loss_bbox_dn_0: 0.2837 (0.2860)  loss_bbox_dn_1: 0.1997 (0.2162)  loss_bbox_dn_2: 0.1815 (0.1938)  loss_bbox_dn_3: 0.1762 (0.1867)  loss_bbox_dn_4: 0.1750 (0.1852)  loss_bbox_dn_5: 0.1751 (0.1852)  loss_giou: 0.4130 (0.4866)  loss_giou_aux_0: 0.4367 (0.5118)  loss_giou_aux_1: 0.4140 (0.4970)  loss_giou_aux_2: 0.4120 (0.4916)  loss_giou_aux_3: 0.4158 (0.4882)  loss_giou_aux_4: 0.4108 (0.4868)  loss_giou_aux_5: 0.4955 (0.5796)  loss_giou_dn_0: 0.5694 (0.6019)  loss_giou_dn_1: 0.4662 (0.4964)  loss_giou_dn_2: 0.4347 (0.4671)  loss_giou_dn_3: 0.4310 (0.4585)  loss_giou_dn_4: 0.4307 (0.4565)  loss_giou_dn_5: 0.4308 (0.4567)  loss_vfl: 0.6911 (0.6945)  loss_vfl_aux_0: 0.8165 (0.8086)  loss_vfl_aux_1: 0.7784 (0.7550)  loss_vfl_aux_2: 0.7113 (0.7210)  loss_vfl_aux_3: 0.6725 (0.7052)  loss_vfl_aux_4: 0.6924 (0.6976)  loss_vfl_aux_5: 0.7824 (0.7853)  loss_vfl_dn_0: 0.4564 (0.4604)  loss_vfl_dn_1: 0.3860 (0.3963)  loss_vfl_dn_2: 0.3701 (0.3802)  loss_vfl_dn_3: 0.3593 (0.3725)  loss_vfl_dn_4: 0.3553 (0.3698)  loss_vfl_dn_5: 0.3556 (0.3690)  time: 0.4704  data: 0.0144  max mem: 5654
Epoch: [30]  [5000/7393]  eta: 0:19:18  lr: 0.000010  loss: 16.3455 (16.4445)  loss_bbox: 0.1721 (0.1602)  loss_bbox_aux_0: 0.1811 (0.1739)  loss_bbox_aux_1: 0.1693 (0.1654)  loss_bbox_aux_2: 0.1684 (0.1627)  loss_bbox_aux_3: 0.1692 (0.1608)  loss_bbox_aux_4: 0.1722 (0.1602)  loss_bbox_aux_5: 0.2143 (0.2128)  loss_bbox_dn_0: 0.3095 (0.2860)  loss_bbox_dn_1: 0.2297 (0.2162)  loss_bbox_dn_2: 0.2106 (0.1939)  loss_bbox_dn_3: 0.2004 (0.1867)  loss_bbox_dn_4: 0.1965 (0.1853)  loss_bbox_dn_5: 0.1966 (0.1853)  loss_giou: 0.4729 (0.4869)  loss_giou_aux_0: 0.4895 (0.5120)  loss_giou_aux_1: 0.4727 (0.4972)  loss_giou_aux_2: 0.4764 (0.4919)  loss_giou_aux_3: 0.4798 (0.4884)  loss_giou_aux_4: 0.4769 (0.4871)  loss_giou_aux_5: 0.5609 (0.5798)  loss_giou_dn_0: 0.5838 (0.6020)  loss_giou_dn_1: 0.4781 (0.4965)  loss_giou_dn_2: 0.4469 (0.4673)  loss_giou_dn_3: 0.4372 (0.4586)  loss_giou_dn_4: 0.4338 (0.4566)  loss_giou_dn_5: 0.4341 (0.4568)  loss_vfl: 0.6854 (0.6943)  loss_vfl_aux_0: 0.8156 (0.8084)  loss_vfl_aux_1: 0.7547 (0.7550)  loss_vfl_aux_2: 0.7339 (0.7209)  loss_vfl_aux_3: 0.7119 (0.7050)  loss_vfl_aux_4: 0.6928 (0.6973)  loss_vfl_aux_5: 0.7831 (0.7850)  loss_vfl_dn_0: 0.4597 (0.4603)  loss_vfl_dn_1: 0.4003 (0.3963)  loss_vfl_dn_2: 0.3776 (0.3802)  loss_vfl_dn_3: 0.3707 (0.3725)  loss_vfl_dn_4: 0.3691 (0.3698)  loss_vfl_dn_5: 0.3679 (0.3690)  time: 0.4807  data: 0.0140  max mem: 5654
Epoch: [30]  [5100/7393]  eta: 0:18:30  lr: 0.000010  loss: 16.1149 (16.4432)  loss_bbox: 0.1519 (0.1601)  loss_bbox_aux_0: 0.1605 (0.1738)  loss_bbox_aux_1: 0.1535 (0.1653)  loss_bbox_aux_2: 0.1550 (0.1627)  loss_bbox_aux_3: 0.1528 (0.1607)  loss_bbox_aux_4: 0.1496 (0.1601)  loss_bbox_aux_5: 0.1949 (0.2127)  loss_bbox_dn_0: 0.2477 (0.2859)  loss_bbox_dn_1: 0.1830 (0.2161)  loss_bbox_dn_2: 0.1619 (0.1938)  loss_bbox_dn_3: 0.1577 (0.1866)  loss_bbox_dn_4: 0.1562 (0.1852)  loss_bbox_dn_5: 0.1562 (0.1852)  loss_giou: 0.5060 (0.4869)  loss_giou_aux_0: 0.5240 (0.5120)  loss_giou_aux_1: 0.5131 (0.4972)  loss_giou_aux_2: 0.4971 (0.4919)  loss_giou_aux_3: 0.5058 (0.4885)  loss_giou_aux_4: 0.5061 (0.4871)  loss_giou_aux_5: 0.5829 (0.5799)  loss_giou_dn_0: 0.6008 (0.6020)  loss_giou_dn_1: 0.5019 (0.4965)  loss_giou_dn_2: 0.4717 (0.4672)  loss_giou_dn_3: 0.4647 (0.4586)  loss_giou_dn_4: 0.4627 (0.4566)  loss_giou_dn_5: 0.4628 (0.4568)  loss_vfl: 0.6574 (0.6942)  loss_vfl_aux_0: 0.7772 (0.8083)  loss_vfl_aux_1: 0.7100 (0.7551)  loss_vfl_aux_2: 0.6968 (0.7209)  loss_vfl_aux_3: 0.6628 (0.7049)  loss_vfl_aux_4: 0.6668 (0.6972)  loss_vfl_aux_5: 0.7439 (0.7849)  loss_vfl_dn_0: 0.4563 (0.4603)  loss_vfl_dn_1: 0.3927 (0.3962)  loss_vfl_dn_2: 0.3815 (0.3802)  loss_vfl_dn_3: 0.3719 (0.3725)  loss_vfl_dn_4: 0.3698 (0.3697)  loss_vfl_dn_5: 0.3685 (0.3690)  time: 0.4634  data: 0.0143  max mem: 5654
Epoch: [30]  [5200/7393]  eta: 0:17:41  lr: 0.000010  loss: 16.3996 (16.4398)  loss_bbox: 0.1573 (0.1601)  loss_bbox_aux_0: 0.1718 (0.1739)  loss_bbox_aux_1: 0.1616 (0.1654)  loss_bbox_aux_2: 0.1568 (0.1627)  loss_bbox_aux_3: 0.1579 (0.1607)  loss_bbox_aux_4: 0.1573 (0.1602)  loss_bbox_aux_5: 0.1957 (0.2128)  loss_bbox_dn_0: 0.2668 (0.2859)  loss_bbox_dn_1: 0.2035 (0.2161)  loss_bbox_dn_2: 0.1813 (0.1938)  loss_bbox_dn_3: 0.1760 (0.1867)  loss_bbox_dn_4: 0.1758 (0.1852)  loss_bbox_dn_5: 0.1758 (0.1852)  loss_giou: 0.4820 (0.4866)  loss_giou_aux_0: 0.5055 (0.5117)  loss_giou_aux_1: 0.4780 (0.4969)  loss_giou_aux_2: 0.4785 (0.4917)  loss_giou_aux_3: 0.4805 (0.4882)  loss_giou_aux_4: 0.4822 (0.4869)  loss_giou_aux_5: 0.5753 (0.5797)  loss_giou_dn_0: 0.6049 (0.6017)  loss_giou_dn_1: 0.5005 (0.4962)  loss_giou_dn_2: 0.4736 (0.4670)  loss_giou_dn_3: 0.4673 (0.4584)  loss_giou_dn_4: 0.4635 (0.4563)  loss_giou_dn_5: 0.4636 (0.4565)  loss_vfl: 0.7049 (0.6942)  loss_vfl_aux_0: 0.8434 (0.8084)  loss_vfl_aux_1: 0.7561 (0.7551)  loss_vfl_aux_2: 0.7311 (0.7209)  loss_vfl_aux_3: 0.7058 (0.7050)  loss_vfl_aux_4: 0.7136 (0.6973)  loss_vfl_aux_5: 0.7642 (0.7849)  loss_vfl_dn_0: 0.4585 (0.4603)  loss_vfl_dn_1: 0.3939 (0.3961)  loss_vfl_dn_2: 0.3797 (0.3801)  loss_vfl_dn_3: 0.3702 (0.3724)  loss_vfl_dn_4: 0.3672 (0.3697)  loss_vfl_dn_5: 0.3662 (0.3689)  time: 0.4658  data: 0.0139  max mem: 5654
Epoch: [30]  [5300/7393]  eta: 0:16:54  lr: 0.000010  loss: 16.5806 (16.4396)  loss_bbox: 0.1368 (0.1601)  loss_bbox_aux_0: 0.1545 (0.1738)  loss_bbox_aux_1: 0.1488 (0.1653)  loss_bbox_aux_2: 0.1504 (0.1626)  loss_bbox_aux_3: 0.1382 (0.1607)  loss_bbox_aux_4: 0.1370 (0.1601)  loss_bbox_aux_5: 0.1921 (0.2127)  loss_bbox_dn_0: 0.2526 (0.2858)  loss_bbox_dn_1: 0.1865 (0.2161)  loss_bbox_dn_2: 0.1637 (0.1937)  loss_bbox_dn_3: 0.1595 (0.1866)  loss_bbox_dn_4: 0.1573 (0.1851)  loss_bbox_dn_5: 0.1573 (0.1851)  loss_giou: 0.4962 (0.4867)  loss_giou_aux_0: 0.5307 (0.5118)  loss_giou_aux_1: 0.5102 (0.4970)  loss_giou_aux_2: 0.4946 (0.4918)  loss_giou_aux_3: 0.4915 (0.4883)  loss_giou_aux_4: 0.4986 (0.4870)  loss_giou_aux_5: 0.5990 (0.5797)  loss_giou_dn_0: 0.6134 (0.6017)  loss_giou_dn_1: 0.5133 (0.4963)  loss_giou_dn_2: 0.4875 (0.4670)  loss_giou_dn_3: 0.4780 (0.4584)  loss_giou_dn_4: 0.4763 (0.4564)  loss_giou_dn_5: 0.4763 (0.4566)  loss_vfl: 0.6820 (0.6942)  loss_vfl_aux_0: 0.7965 (0.8084)  loss_vfl_aux_1: 0.7145 (0.7551)  loss_vfl_aux_2: 0.7125 (0.7209)  loss_vfl_aux_3: 0.7099 (0.7050)  loss_vfl_aux_4: 0.6843 (0.6973)  loss_vfl_aux_5: 0.7651 (0.7849)  loss_vfl_dn_0: 0.4628 (0.4602)  loss_vfl_dn_1: 0.4006 (0.3961)  loss_vfl_dn_2: 0.3851 (0.3801)  loss_vfl_dn_3: 0.3788 (0.3724)  loss_vfl_dn_4: 0.3768 (0.3697)  loss_vfl_dn_5: 0.3764 (0.3689)  time: 0.4862  data: 0.0139  max mem: 5654
Epoch: [30]  [5400/7393]  eta: 0:16:05  lr: 0.000010  loss: 16.6514 (16.4436)  loss_bbox: 0.1568 (0.1601)  loss_bbox_aux_0: 0.1681 (0.1739)  loss_bbox_aux_1: 0.1681 (0.1653)  loss_bbox_aux_2: 0.1600 (0.1627)  loss_bbox_aux_3: 0.1529 (0.1607)  loss_bbox_aux_4: 0.1559 (0.1601)  loss_bbox_aux_5: 0.2147 (0.2127)  loss_bbox_dn_0: 0.2769 (0.2858)  loss_bbox_dn_1: 0.2039 (0.2161)  loss_bbox_dn_2: 0.1835 (0.1938)  loss_bbox_dn_3: 0.1787 (0.1866)  loss_bbox_dn_4: 0.1774 (0.1852)  loss_bbox_dn_5: 0.1774 (0.1852)  loss_giou: 0.4707 (0.4870)  loss_giou_aux_0: 0.4914 (0.5120)  loss_giou_aux_1: 0.4831 (0.4972)  loss_giou_aux_2: 0.4769 (0.4920)  loss_giou_aux_3: 0.4740 (0.4885)  loss_giou_aux_4: 0.4766 (0.4872)  loss_giou_aux_5: 0.5810 (0.5799)  loss_giou_dn_0: 0.5881 (0.6019)  loss_giou_dn_1: 0.4783 (0.4965)  loss_giou_dn_2: 0.4454 (0.4673)  loss_giou_dn_3: 0.4368 (0.4587)  loss_giou_dn_4: 0.4336 (0.4567)  loss_giou_dn_5: 0.4341 (0.4568)  loss_vfl: 0.6913 (0.6943)  loss_vfl_aux_0: 0.7914 (0.8083)  loss_vfl_aux_1: 0.7392 (0.7551)  loss_vfl_aux_2: 0.7245 (0.7210)  loss_vfl_aux_3: 0.7028 (0.7051)  loss_vfl_aux_4: 0.6957 (0.6973)  loss_vfl_aux_5: 0.7494 (0.7847)  loss_vfl_dn_0: 0.4569 (0.4602)  loss_vfl_dn_1: 0.3982 (0.3962)  loss_vfl_dn_2: 0.3779 (0.3802)  loss_vfl_dn_3: 0.3720 (0.3725)  loss_vfl_dn_4: 0.3697 (0.3697)  loss_vfl_dn_5: 0.3703 (0.3690)  time: 0.4670  data: 0.0137  max mem: 5654
Epoch: [30]  [5500/7393]  eta: 0:15:16  lr: 0.000010  loss: 16.1895 (16.4440)  loss_bbox: 0.1527 (0.1601)  loss_bbox_aux_0: 0.1697 (0.1739)  loss_bbox_aux_1: 0.1577 (0.1653)  loss_bbox_aux_2: 0.1502 (0.1626)  loss_bbox_aux_3: 0.1494 (0.1607)  loss_bbox_aux_4: 0.1547 (0.1601)  loss_bbox_aux_5: 0.2129 (0.2127)  loss_bbox_dn_0: 0.2749 (0.2858)  loss_bbox_dn_1: 0.2087 (0.2162)  loss_bbox_dn_2: 0.1853 (0.1938)  loss_bbox_dn_3: 0.1779 (0.1867)  loss_bbox_dn_4: 0.1788 (0.1852)  loss_bbox_dn_5: 0.1789 (0.1852)  loss_giou: 0.4753 (0.4870)  loss_giou_aux_0: 0.4810 (0.5120)  loss_giou_aux_1: 0.4700 (0.4972)  loss_giou_aux_2: 0.4739 (0.4920)  loss_giou_aux_3: 0.4714 (0.4886)  loss_giou_aux_4: 0.4772 (0.4872)  loss_giou_aux_5: 0.5598 (0.5799)  loss_giou_dn_0: 0.6041 (0.6019)  loss_giou_dn_1: 0.5097 (0.4965)  loss_giou_dn_2: 0.4801 (0.4672)  loss_giou_dn_3: 0.4696 (0.4586)  loss_giou_dn_4: 0.4681 (0.4566)  loss_giou_dn_5: 0.4683 (0.4568)  loss_vfl: 0.6930 (0.6943)  loss_vfl_aux_0: 0.8167 (0.8084)  loss_vfl_aux_1: 0.7518 (0.7552)  loss_vfl_aux_2: 0.7044 (0.7210)  loss_vfl_aux_3: 0.7063 (0.7051)  loss_vfl_aux_4: 0.6723 (0.6974)  loss_vfl_aux_5: 0.7869 (0.7846)  loss_vfl_dn_0: 0.4631 (0.4602)  loss_vfl_dn_1: 0.3987 (0.3962)  loss_vfl_dn_2: 0.3824 (0.3802)  loss_vfl_dn_3: 0.3734 (0.3725)  loss_vfl_dn_4: 0.3713 (0.3698)  loss_vfl_dn_5: 0.3709 (0.3690)  time: 0.4758  data: 0.0135  max mem: 5654
Epoch: [30]  [5600/7393]  eta: 0:14:28  lr: 0.000010  loss: 16.1293 (16.4430)  loss_bbox: 0.1470 (0.1601)  loss_bbox_aux_0: 0.1658 (0.1739)  loss_bbox_aux_1: 0.1518 (0.1654)  loss_bbox_aux_2: 0.1503 (0.1627)  loss_bbox_aux_3: 0.1492 (0.1607)  loss_bbox_aux_4: 0.1463 (0.1601)  loss_bbox_aux_5: 0.1928 (0.2127)  loss_bbox_dn_0: 0.2643 (0.2857)  loss_bbox_dn_1: 0.2006 (0.2161)  loss_bbox_dn_2: 0.1803 (0.1937)  loss_bbox_dn_3: 0.1692 (0.1866)  loss_bbox_dn_4: 0.1692 (0.1851)  loss_bbox_dn_5: 0.1692 (0.1851)  loss_giou: 0.4730 (0.4871)  loss_giou_aux_0: 0.5201 (0.5121)  loss_giou_aux_1: 0.5126 (0.4973)  loss_giou_aux_2: 0.4994 (0.4920)  loss_giou_aux_3: 0.4857 (0.4886)  loss_giou_aux_4: 0.4781 (0.4873)  loss_giou_aux_5: 0.5736 (0.5800)  loss_giou_dn_0: 0.5958 (0.6019)  loss_giou_dn_1: 0.4884 (0.4965)  loss_giou_dn_2: 0.4607 (0.4672)  loss_giou_dn_3: 0.4514 (0.4586)  loss_giou_dn_4: 0.4503 (0.4566)  loss_giou_dn_5: 0.4503 (0.4567)  loss_vfl: 0.6956 (0.6943)  loss_vfl_aux_0: 0.8002 (0.8084)  loss_vfl_aux_1: 0.7390 (0.7551)  loss_vfl_aux_2: 0.7220 (0.7210)  loss_vfl_aux_3: 0.7007 (0.7050)  loss_vfl_aux_4: 0.6995 (0.6973)  loss_vfl_aux_5: 0.8044 (0.7847)  loss_vfl_dn_0: 0.4543 (0.4602)  loss_vfl_dn_1: 0.3904 (0.3961)  loss_vfl_dn_2: 0.3771 (0.3802)  loss_vfl_dn_3: 0.3695 (0.3725)  loss_vfl_dn_4: 0.3657 (0.3697)  loss_vfl_dn_5: 0.3648 (0.3690)  time: 0.4737  data: 0.0148  max mem: 5654
Epoch: [30]  [5700/7393]  eta: 0:13:39  lr: 0.000010  loss: 15.9152 (16.4404)  loss_bbox: 0.1478 (0.1601)  loss_bbox_aux_0: 0.1618 (0.1739)  loss_bbox_aux_1: 0.1587 (0.1653)  loss_bbox_aux_2: 0.1503 (0.1626)  loss_bbox_aux_3: 0.1492 (0.1607)  loss_bbox_aux_4: 0.1501 (0.1601)  loss_bbox_aux_5: 0.1924 (0.2127)  loss_bbox_dn_0: 0.2598 (0.2856)  loss_bbox_dn_1: 0.1848 (0.2160)  loss_bbox_dn_2: 0.1606 (0.1936)  loss_bbox_dn_3: 0.1534 (0.1865)  loss_bbox_dn_4: 0.1532 (0.1851)  loss_bbox_dn_5: 0.1532 (0.1851)  loss_giou: 0.4236 (0.4869)  loss_giou_aux_0: 0.4373 (0.5119)  loss_giou_aux_1: 0.4320 (0.4970)  loss_giou_aux_2: 0.4254 (0.4918)  loss_giou_aux_3: 0.4265 (0.4884)  loss_giou_aux_4: 0.4251 (0.4871)  loss_giou_aux_5: 0.5039 (0.5797)  loss_giou_dn_0: 0.5681 (0.6017)  loss_giou_dn_1: 0.4486 (0.4963)  loss_giou_dn_2: 0.4211 (0.4670)  loss_giou_dn_3: 0.4113 (0.4584)  loss_giou_dn_4: 0.4079 (0.4564)  loss_giou_dn_5: 0.4080 (0.4565)  loss_vfl: 0.6626 (0.6945)  loss_vfl_aux_0: 0.7985 (0.8085)  loss_vfl_aux_1: 0.7335 (0.7553)  loss_vfl_aux_2: 0.7032 (0.7211)  loss_vfl_aux_3: 0.6897 (0.7052)  loss_vfl_aux_4: 0.6757 (0.6974)  loss_vfl_aux_5: 0.7671 (0.7847)  loss_vfl_dn_0: 0.4570 (0.4602)  loss_vfl_dn_1: 0.3873 (0.3961)  loss_vfl_dn_2: 0.3731 (0.3801)  loss_vfl_dn_3: 0.3635 (0.3725)  loss_vfl_dn_4: 0.3627 (0.3697)  loss_vfl_dn_5: 0.3611 (0.3689)  time: 0.4699  data: 0.0139  max mem: 5654
Epoch: [30]  [5800/7393]  eta: 0:12:50  lr: 0.000010  loss: 16.9895 (16.4385)  loss_bbox: 0.1632 (0.1602)  loss_bbox_aux_0: 0.1746 (0.1740)  loss_bbox_aux_1: 0.1705 (0.1654)  loss_bbox_aux_2: 0.1661 (0.1628)  loss_bbox_aux_3: 0.1644 (0.1608)  loss_bbox_aux_4: 0.1632 (0.1602)  loss_bbox_aux_5: 0.2217 (0.2128)  loss_bbox_dn_0: 0.2835 (0.2859)  loss_bbox_dn_1: 0.2100 (0.2162)  loss_bbox_dn_2: 0.1957 (0.1938)  loss_bbox_dn_3: 0.1872 (0.1866)  loss_bbox_dn_4: 0.1854 (0.1852)  loss_bbox_dn_5: 0.1851 (0.1852)  loss_giou: 0.5040 (0.4865)  loss_giou_aux_0: 0.5208 (0.5114)  loss_giou_aux_1: 0.5170 (0.4966)  loss_giou_aux_2: 0.5111 (0.4914)  loss_giou_aux_3: 0.5051 (0.4880)  loss_giou_aux_4: 0.5038 (0.4867)  loss_giou_aux_5: 0.5972 (0.5794)  loss_giou_dn_0: 0.5913 (0.6014)  loss_giou_dn_1: 0.4913 (0.4960)  loss_giou_dn_2: 0.4583 (0.4667)  loss_giou_dn_3: 0.4470 (0.4581)  loss_giou_dn_4: 0.4440 (0.4560)  loss_giou_dn_5: 0.4441 (0.4562)  loss_vfl: 0.6787 (0.6945)  loss_vfl_aux_0: 0.7684 (0.8087)  loss_vfl_aux_1: 0.7418 (0.7555)  loss_vfl_aux_2: 0.6978 (0.7213)  loss_vfl_aux_3: 0.6893 (0.7053)  loss_vfl_aux_4: 0.6790 (0.6975)  loss_vfl_aux_5: 0.7349 (0.7848)  loss_vfl_dn_0: 0.4605 (0.4603)  loss_vfl_dn_1: 0.3981 (0.3961)  loss_vfl_dn_2: 0.3823 (0.3801)  loss_vfl_dn_3: 0.3734 (0.3724)  loss_vfl_dn_4: 0.3715 (0.3697)  loss_vfl_dn_5: 0.3694 (0.3689)  time: 0.4829  data: 0.0140  max mem: 5654
Epoch: [30]  [5900/7393]  eta: 0:12:03  lr: 0.000010  loss: 15.6793 (16.4360)  loss_bbox: 0.1430 (0.1602)  loss_bbox_aux_0: 0.1590 (0.1740)  loss_bbox_aux_1: 0.1486 (0.1654)  loss_bbox_aux_2: 0.1502 (0.1628)  loss_bbox_aux_3: 0.1451 (0.1608)  loss_bbox_aux_4: 0.1430 (0.1603)  loss_bbox_aux_5: 0.1995 (0.2129)  loss_bbox_dn_0: 0.2581 (0.2859)  loss_bbox_dn_1: 0.1905 (0.2162)  loss_bbox_dn_2: 0.1671 (0.1938)  loss_bbox_dn_3: 0.1614 (0.1866)  loss_bbox_dn_4: 0.1621 (0.1852)  loss_bbox_dn_5: 0.1621 (0.1852)  loss_giou: 0.4626 (0.4863)  loss_giou_aux_0: 0.4828 (0.5113)  loss_giou_aux_1: 0.4693 (0.4964)  loss_giou_aux_2: 0.4616 (0.4912)  loss_giou_aux_3: 0.4608 (0.4878)  loss_giou_aux_4: 0.4617 (0.4865)  loss_giou_aux_5: 0.5837 (0.5792)  loss_giou_dn_0: 0.5831 (0.6013)  loss_giou_dn_1: 0.4752 (0.4958)  loss_giou_dn_2: 0.4500 (0.4665)  loss_giou_dn_3: 0.4394 (0.4579)  loss_giou_dn_4: 0.4377 (0.4559)  loss_giou_dn_5: 0.4376 (0.4560)  loss_vfl: 0.6712 (0.6946)  loss_vfl_aux_0: 0.7928 (0.8085)  loss_vfl_aux_1: 0.7545 (0.7555)  loss_vfl_aux_2: 0.7016 (0.7213)  loss_vfl_aux_3: 0.6781 (0.7053)  loss_vfl_aux_4: 0.6804 (0.6975)  loss_vfl_aux_5: 0.7542 (0.7847)  loss_vfl_dn_0: 0.4563 (0.4602)  loss_vfl_dn_1: 0.3911 (0.3961)  loss_vfl_dn_2: 0.3806 (0.3801)  loss_vfl_dn_3: 0.3719 (0.3724)  loss_vfl_dn_4: 0.3715 (0.3697)  loss_vfl_dn_5: 0.3693 (0.3689)  time: 0.4695  data: 0.0140  max mem: 5654
Epoch: [30]  [6000/7393]  eta: 0:11:15  lr: 0.000010  loss: 16.7691 (16.4372)  loss_bbox: 0.1594 (0.1602)  loss_bbox_aux_0: 0.1657 (0.1739)  loss_bbox_aux_1: 0.1593 (0.1654)  loss_bbox_aux_2: 0.1593 (0.1627)  loss_bbox_aux_3: 0.1617 (0.1607)  loss_bbox_aux_4: 0.1607 (0.1602)  loss_bbox_aux_5: 0.1992 (0.2128)  loss_bbox_dn_0: 0.2541 (0.2857)  loss_bbox_dn_1: 0.1932 (0.2160)  loss_bbox_dn_2: 0.1746 (0.1937)  loss_bbox_dn_3: 0.1701 (0.1865)  loss_bbox_dn_4: 0.1705 (0.1851)  loss_bbox_dn_5: 0.1706 (0.1851)  loss_giou: 0.5441 (0.4864)  loss_giou_aux_0: 0.5608 (0.5115)  loss_giou_aux_1: 0.5358 (0.4965)  loss_giou_aux_2: 0.5379 (0.4913)  loss_giou_aux_3: 0.5319 (0.4879)  loss_giou_aux_4: 0.5410 (0.4867)  loss_giou_aux_5: 0.6234 (0.5793)  loss_giou_dn_0: 0.6176 (0.6013)  loss_giou_dn_1: 0.5147 (0.4959)  loss_giou_dn_2: 0.4850 (0.4666)  loss_giou_dn_3: 0.4737 (0.4580)  loss_giou_dn_4: 0.4719 (0.4559)  loss_giou_dn_5: 0.4720 (0.4561)  loss_vfl: 0.6550 (0.6947)  loss_vfl_aux_0: 0.7817 (0.8085)  loss_vfl_aux_1: 0.7135 (0.7556)  loss_vfl_aux_2: 0.6944 (0.7215)  loss_vfl_aux_3: 0.6794 (0.7055)  loss_vfl_aux_4: 0.6631 (0.6976)  loss_vfl_aux_5: 0.7655 (0.7848)  loss_vfl_dn_0: 0.4639 (0.4602)  loss_vfl_dn_1: 0.3982 (0.3961)  loss_vfl_dn_2: 0.3873 (0.3801)  loss_vfl_dn_3: 0.3795 (0.3724)  loss_vfl_dn_4: 0.3749 (0.3697)  loss_vfl_dn_5: 0.3738 (0.3689)  time: 0.4755  data: 0.0144  max mem: 5654
Epoch: [30]  [6100/7393]  eta: 0:10:26  lr: 0.000010  loss: 15.9764 (16.4366)  loss_bbox: 0.1501 (0.1600)  loss_bbox_aux_0: 0.1662 (0.1738)  loss_bbox_aux_1: 0.1530 (0.1652)  loss_bbox_aux_2: 0.1515 (0.1626)  loss_bbox_aux_3: 0.1536 (0.1606)  loss_bbox_aux_4: 0.1500 (0.1601)  loss_bbox_aux_5: 0.2024 (0.2126)  loss_bbox_dn_0: 0.2500 (0.2854)  loss_bbox_dn_1: 0.1880 (0.2157)  loss_bbox_dn_2: 0.1671 (0.1934)  loss_bbox_dn_3: 0.1591 (0.1863)  loss_bbox_dn_4: 0.1557 (0.1848)  loss_bbox_dn_5: 0.1557 (0.1848)  loss_giou: 0.4794 (0.4867)  loss_giou_aux_0: 0.5055 (0.5118)  loss_giou_aux_1: 0.4840 (0.4968)  loss_giou_aux_2: 0.4825 (0.4916)  loss_giou_aux_3: 0.4806 (0.4882)  loss_giou_aux_4: 0.4838 (0.4869)  loss_giou_aux_5: 0.5868 (0.5797)  loss_giou_dn_0: 0.5956 (0.6014)  loss_giou_dn_1: 0.4923 (0.4960)  loss_giou_dn_2: 0.4646 (0.4667)  loss_giou_dn_3: 0.4524 (0.4581)  loss_giou_dn_4: 0.4524 (0.4561)  loss_giou_dn_5: 0.4524 (0.4562)  loss_vfl: 0.6789 (0.6947)  loss_vfl_aux_0: 0.7904 (0.8084)  loss_vfl_aux_1: 0.7545 (0.7555)  loss_vfl_aux_2: 0.7037 (0.7215)  loss_vfl_aux_3: 0.6812 (0.7054)  loss_vfl_aux_4: 0.6790 (0.6976)  loss_vfl_aux_5: 0.7447 (0.7846)  loss_vfl_dn_0: 0.4539 (0.4602)  loss_vfl_dn_1: 0.3914 (0.3961)  loss_vfl_dn_2: 0.3807 (0.3801)  loss_vfl_dn_3: 0.3723 (0.3724)  loss_vfl_dn_4: 0.3703 (0.3697)  loss_vfl_dn_5: 0.3680 (0.3689)  time: 0.4674  data: 0.0153  max mem: 5654
Epoch: [30]  [6200/7393]  eta: 0:09:37  lr: 0.000010  loss: 16.7283 (16.4375)  loss_bbox: 0.1502 (0.1600)  loss_bbox_aux_0: 0.1561 (0.1738)  loss_bbox_aux_1: 0.1501 (0.1652)  loss_bbox_aux_2: 0.1486 (0.1625)  loss_bbox_aux_3: 0.1462 (0.1606)  loss_bbox_aux_4: 0.1477 (0.1601)  loss_bbox_aux_5: 0.1751 (0.2125)  loss_bbox_dn_0: 0.2222 (0.2852)  loss_bbox_dn_1: 0.1662 (0.2155)  loss_bbox_dn_2: 0.1442 (0.1932)  loss_bbox_dn_3: 0.1392 (0.1861)  loss_bbox_dn_4: 0.1399 (0.1847)  loss_bbox_dn_5: 0.1399 (0.1847)  loss_giou: 0.5700 (0.4871)  loss_giou_aux_0: 0.5813 (0.5121)  loss_giou_aux_1: 0.5720 (0.4972)  loss_giou_aux_2: 0.5792 (0.4919)  loss_giou_aux_3: 0.5641 (0.4886)  loss_giou_aux_4: 0.5602 (0.4873)  loss_giou_aux_5: 0.6522 (0.5800)  loss_giou_dn_0: 0.6436 (0.6016)  loss_giou_dn_1: 0.5260 (0.4961)  loss_giou_dn_2: 0.5027 (0.4668)  loss_giou_dn_3: 0.4934 (0.4583)  loss_giou_dn_4: 0.4917 (0.4563)  loss_giou_dn_5: 0.4916 (0.4564)  loss_vfl: 0.6507 (0.6945)  loss_vfl_aux_0: 0.7433 (0.8081)  loss_vfl_aux_1: 0.6998 (0.7553)  loss_vfl_aux_2: 0.6791 (0.7213)  loss_vfl_aux_3: 0.6783 (0.7053)  loss_vfl_aux_4: 0.6576 (0.6974)  loss_vfl_aux_5: 0.7397 (0.7843)  loss_vfl_dn_0: 0.4526 (0.4602)  loss_vfl_dn_1: 0.3942 (0.3961)  loss_vfl_dn_2: 0.3747 (0.3801)  loss_vfl_dn_3: 0.3665 (0.3724)  loss_vfl_dn_4: 0.3645 (0.3697)  loss_vfl_dn_5: 0.3627 (0.3690)  time: 0.4748  data: 0.0141  max mem: 5654
Epoch: [30]  [6300/7393]  eta: 0:08:49  lr: 0.000010  loss: 17.1830 (16.4423)  loss_bbox: 0.1627 (0.1600)  loss_bbox_aux_0: 0.1828 (0.1739)  loss_bbox_aux_1: 0.1747 (0.1653)  loss_bbox_aux_2: 0.1674 (0.1626)  loss_bbox_aux_3: 0.1619 (0.1606)  loss_bbox_aux_4: 0.1622 (0.1601)  loss_bbox_aux_5: 0.2190 (0.2125)  loss_bbox_dn_0: 0.2893 (0.2852)  loss_bbox_dn_1: 0.2198 (0.2156)  loss_bbox_dn_2: 0.2005 (0.1933)  loss_bbox_dn_3: 0.1977 (0.1862)  loss_bbox_dn_4: 0.1963 (0.1847)  loss_bbox_dn_5: 0.1963 (0.1847)  loss_giou: 0.4653 (0.4874)  loss_giou_aux_0: 0.4609 (0.5125)  loss_giou_aux_1: 0.4584 (0.4974)  loss_giou_aux_2: 0.4649 (0.4922)  loss_giou_aux_3: 0.4654 (0.4889)  loss_giou_aux_4: 0.4616 (0.4876)  loss_giou_aux_5: 0.5532 (0.5803)  loss_giou_dn_0: 0.5793 (0.6018)  loss_giou_dn_1: 0.4666 (0.4963)  loss_giou_dn_2: 0.4458 (0.4670)  loss_giou_dn_3: 0.4414 (0.4584)  loss_giou_dn_4: 0.4405 (0.4564)  loss_giou_dn_5: 0.4404 (0.4566)  loss_vfl: 0.7105 (0.6946)  loss_vfl_aux_0: 0.8301 (0.8081)  loss_vfl_aux_1: 0.7766 (0.7555)  loss_vfl_aux_2: 0.7470 (0.7214)  loss_vfl_aux_3: 0.7108 (0.7054)  loss_vfl_aux_4: 0.6953 (0.6975)  loss_vfl_aux_5: 0.8082 (0.7844)  loss_vfl_dn_0: 0.4600 (0.4602)  loss_vfl_dn_1: 0.3960 (0.3961)  loss_vfl_dn_2: 0.3774 (0.3801)  loss_vfl_dn_3: 0.3674 (0.3725)  loss_vfl_dn_4: 0.3667 (0.3697)  loss_vfl_dn_5: 0.3643 (0.3690)  time: 0.4673  data: 0.0135  max mem: 5654
Epoch: [30]  [6400/7393]  eta: 0:08:00  lr: 0.000010  loss: 16.6336 (16.4451)  loss_bbox: 0.1502 (0.1601)  loss_bbox_aux_0: 0.1645 (0.1738)  loss_bbox_aux_1: 0.1550 (0.1652)  loss_bbox_aux_2: 0.1530 (0.1626)  loss_bbox_aux_3: 0.1512 (0.1606)  loss_bbox_aux_4: 0.1495 (0.1601)  loss_bbox_aux_5: 0.2014 (0.2125)  loss_bbox_dn_0: 0.2654 (0.2852)  loss_bbox_dn_1: 0.1866 (0.2156)  loss_bbox_dn_2: 0.1649 (0.1933)  loss_bbox_dn_3: 0.1619 (0.1862)  loss_bbox_dn_4: 0.1616 (0.1848)  loss_bbox_dn_5: 0.1613 (0.1848)  loss_giou: 0.4617 (0.4875)  loss_giou_aux_0: 0.4979 (0.5126)  loss_giou_aux_1: 0.4652 (0.4976)  loss_giou_aux_2: 0.4661 (0.4924)  loss_giou_aux_3: 0.4633 (0.4890)  loss_giou_aux_4: 0.4587 (0.4878)  loss_giou_aux_5: 0.5410 (0.5805)  loss_giou_dn_0: 0.5961 (0.6020)  loss_giou_dn_1: 0.4878 (0.4965)  loss_giou_dn_2: 0.4556 (0.4672)  loss_giou_dn_3: 0.4471 (0.4586)  loss_giou_dn_4: 0.4431 (0.4566)  loss_giou_dn_5: 0.4428 (0.4568)  loss_vfl: 0.6895 (0.6947)  loss_vfl_aux_0: 0.7681 (0.8080)  loss_vfl_aux_1: 0.7572 (0.7556)  loss_vfl_aux_2: 0.7247 (0.7214)  loss_vfl_aux_3: 0.6991 (0.7054)  loss_vfl_aux_4: 0.6958 (0.6976)  loss_vfl_aux_5: 0.7542 (0.7844)  loss_vfl_dn_0: 0.4545 (0.4602)  loss_vfl_dn_1: 0.3936 (0.3962)  loss_vfl_dn_2: 0.3744 (0.3802)  loss_vfl_dn_3: 0.3709 (0.3725)  loss_vfl_dn_4: 0.3667 (0.3698)  loss_vfl_dn_5: 0.3663 (0.3690)  time: 0.4771  data: 0.0139  max mem: 5654
Epoch: [30]  [6500/7393]  eta: 0:07:12  lr: 0.000010  loss: 16.2801 (16.4457)  loss_bbox: 0.1603 (0.1601)  loss_bbox_aux_0: 0.1699 (0.1738)  loss_bbox_aux_1: 0.1600 (0.1653)  loss_bbox_aux_2: 0.1532 (0.1626)  loss_bbox_aux_3: 0.1561 (0.1606)  loss_bbox_aux_4: 0.1603 (0.1602)  loss_bbox_aux_5: 0.2139 (0.2125)  loss_bbox_dn_0: 0.2831 (0.2853)  loss_bbox_dn_1: 0.2244 (0.2156)  loss_bbox_dn_2: 0.1975 (0.1934)  loss_bbox_dn_3: 0.1898 (0.1863)  loss_bbox_dn_4: 0.1860 (0.1848)  loss_bbox_dn_5: 0.1860 (0.1848)  loss_giou: 0.4766 (0.4874)  loss_giou_aux_0: 0.5004 (0.5125)  loss_giou_aux_1: 0.4950 (0.4975)  loss_giou_aux_2: 0.4820 (0.4923)  loss_giou_aux_3: 0.4699 (0.4889)  loss_giou_aux_4: 0.4852 (0.4877)  loss_giou_aux_5: 0.5636 (0.5804)  loss_giou_dn_0: 0.6287 (0.6020)  loss_giou_dn_1: 0.5157 (0.4965)  loss_giou_dn_2: 0.4884 (0.4672)  loss_giou_dn_3: 0.4826 (0.4586)  loss_giou_dn_4: 0.4814 (0.4566)  loss_giou_dn_5: 0.4816 (0.4568)  loss_vfl: 0.6774 (0.6948)  loss_vfl_aux_0: 0.7784 (0.8082)  loss_vfl_aux_1: 0.7635 (0.7557)  loss_vfl_aux_2: 0.7156 (0.7216)  loss_vfl_aux_3: 0.6906 (0.7056)  loss_vfl_aux_4: 0.6943 (0.6977)  loss_vfl_aux_5: 0.7846 (0.7845)  loss_vfl_dn_0: 0.4532 (0.4602)  loss_vfl_dn_1: 0.3997 (0.3962)  loss_vfl_dn_2: 0.3805 (0.3802)  loss_vfl_dn_3: 0.3729 (0.3725)  loss_vfl_dn_4: 0.3676 (0.3698)  loss_vfl_dn_5: 0.3663 (0.3690)  time: 0.4692  data: 0.0136  max mem: 5654
Epoch: [30]  [6600/7393]  eta: 0:06:24  lr: 0.000010  loss: 16.6224 (16.4448)  loss_bbox: 0.1512 (0.1600)  loss_bbox_aux_0: 0.1580 (0.1738)  loss_bbox_aux_1: 0.1597 (0.1652)  loss_bbox_aux_2: 0.1508 (0.1625)  loss_bbox_aux_3: 0.1514 (0.1606)  loss_bbox_aux_4: 0.1499 (0.1601)  loss_bbox_aux_5: 0.1934 (0.2124)  loss_bbox_dn_0: 0.2579 (0.2853)  loss_bbox_dn_1: 0.1967 (0.2157)  loss_bbox_dn_2: 0.1754 (0.1934)  loss_bbox_dn_3: 0.1727 (0.1863)  loss_bbox_dn_4: 0.1728 (0.1848)  loss_bbox_dn_5: 0.1728 (0.1848)  loss_giou: 0.4769 (0.4872)  loss_giou_aux_0: 0.5025 (0.5124)  loss_giou_aux_1: 0.4840 (0.4973)  loss_giou_aux_2: 0.4868 (0.4922)  loss_giou_aux_3: 0.4726 (0.4887)  loss_giou_aux_4: 0.4694 (0.4875)  loss_giou_aux_5: 0.5767 (0.5802)  loss_giou_dn_0: 0.5963 (0.6020)  loss_giou_dn_1: 0.4892 (0.4964)  loss_giou_dn_2: 0.4620 (0.4671)  loss_giou_dn_3: 0.4590 (0.4585)  loss_giou_dn_4: 0.4562 (0.4565)  loss_giou_dn_5: 0.4563 (0.4567)  loss_vfl: 0.7118 (0.6949)  loss_vfl_aux_0: 0.8299 (0.8084)  loss_vfl_aux_1: 0.7769 (0.7559)  loss_vfl_aux_2: 0.7333 (0.7217)  loss_vfl_aux_3: 0.7218 (0.7058)  loss_vfl_aux_4: 0.7163 (0.6978)  loss_vfl_aux_5: 0.7985 (0.7847)  loss_vfl_dn_0: 0.4603 (0.4602)  loss_vfl_dn_1: 0.4046 (0.3962)  loss_vfl_dn_2: 0.3929 (0.3802)  loss_vfl_dn_3: 0.3856 (0.3725)  loss_vfl_dn_4: 0.3848 (0.3698)  loss_vfl_dn_5: 0.3837 (0.3690)  time: 0.4758  data: 0.0141  max mem: 5654
Epoch: [30]  [6700/7393]  eta: 0:05:35  lr: 0.000010  loss: 17.7710 (16.4509)  loss_bbox: 0.1710 (0.1601)  loss_bbox_aux_0: 0.1929 (0.1740)  loss_bbox_aux_1: 0.1784 (0.1653)  loss_bbox_aux_2: 0.1707 (0.1626)  loss_bbox_aux_3: 0.1684 (0.1607)  loss_bbox_aux_4: 0.1703 (0.1602)  loss_bbox_aux_5: 0.2344 (0.2125)  loss_bbox_dn_0: 0.2892 (0.2855)  loss_bbox_dn_1: 0.2148 (0.2158)  loss_bbox_dn_2: 0.2024 (0.1935)  loss_bbox_dn_3: 0.1938 (0.1864)  loss_bbox_dn_4: 0.1929 (0.1850)  loss_bbox_dn_5: 0.1930 (0.1850)  loss_giou: 0.5287 (0.4874)  loss_giou_aux_0: 0.5720 (0.5126)  loss_giou_aux_1: 0.5439 (0.4975)  loss_giou_aux_2: 0.5407 (0.4924)  loss_giou_aux_3: 0.5327 (0.4889)  loss_giou_aux_4: 0.5308 (0.4877)  loss_giou_aux_5: 0.6463 (0.5804)  loss_giou_dn_0: 0.6354 (0.6022)  loss_giou_dn_1: 0.5259 (0.4966)  loss_giou_dn_2: 0.4983 (0.4673)  loss_giou_dn_3: 0.4915 (0.4587)  loss_giou_dn_4: 0.4907 (0.4567)  loss_giou_dn_5: 0.4906 (0.4569)  loss_vfl: 0.6856 (0.6951)  loss_vfl_aux_0: 0.8005 (0.8086)  loss_vfl_aux_1: 0.7603 (0.7562)  loss_vfl_aux_2: 0.7109 (0.7220)  loss_vfl_aux_3: 0.6954 (0.7059)  loss_vfl_aux_4: 0.6869 (0.6979)  loss_vfl_aux_5: 0.7591 (0.7848)  loss_vfl_dn_0: 0.4605 (0.4602)  loss_vfl_dn_1: 0.3966 (0.3963)  loss_vfl_dn_2: 0.3801 (0.3802)  loss_vfl_dn_3: 0.3740 (0.3726)  loss_vfl_dn_4: 0.3715 (0.3698)  loss_vfl_dn_5: 0.3692 (0.3691)  time: 0.4605  data: 0.0137  max mem: 5654
Epoch: [30]  [6800/7393]  eta: 0:04:47  lr: 0.000010  loss: 16.6780 (16.4521)  loss_bbox: 0.1476 (0.1601)  loss_bbox_aux_0: 0.1606 (0.1740)  loss_bbox_aux_1: 0.1521 (0.1653)  loss_bbox_aux_2: 0.1488 (0.1626)  loss_bbox_aux_3: 0.1506 (0.1607)  loss_bbox_aux_4: 0.1460 (0.1602)  loss_bbox_aux_5: 0.1928 (0.2125)  loss_bbox_dn_0: 0.2534 (0.2856)  loss_bbox_dn_1: 0.1928 (0.2159)  loss_bbox_dn_2: 0.1711 (0.1936)  loss_bbox_dn_3: 0.1649 (0.1865)  loss_bbox_dn_4: 0.1645 (0.1850)  loss_bbox_dn_5: 0.1641 (0.1850)  loss_giou: 0.5119 (0.4874)  loss_giou_aux_0: 0.5318 (0.5126)  loss_giou_aux_1: 0.5135 (0.4976)  loss_giou_aux_2: 0.5214 (0.4924)  loss_giou_aux_3: 0.5289 (0.4889)  loss_giou_aux_4: 0.5059 (0.4877)  loss_giou_aux_5: 0.5864 (0.5804)  loss_giou_dn_0: 0.6264 (0.6023)  loss_giou_dn_1: 0.5131 (0.4967)  loss_giou_dn_2: 0.4783 (0.4674)  loss_giou_dn_3: 0.4703 (0.4588)  loss_giou_dn_4: 0.4673 (0.4568)  loss_giou_dn_5: 0.4680 (0.4570)  loss_vfl: 0.7142 (0.6951)  loss_vfl_aux_0: 0.8214 (0.8087)  loss_vfl_aux_1: 0.7680 (0.7562)  loss_vfl_aux_2: 0.7344 (0.7220)  loss_vfl_aux_3: 0.7106 (0.7060)  loss_vfl_aux_4: 0.7232 (0.6980)  loss_vfl_aux_5: 0.7833 (0.7849)  loss_vfl_dn_0: 0.4575 (0.4602)  loss_vfl_dn_1: 0.4009 (0.3962)  loss_vfl_dn_2: 0.3823 (0.3802)  loss_vfl_dn_3: 0.3747 (0.3726)  loss_vfl_dn_4: 0.3736 (0.3698)  loss_vfl_dn_5: 0.3722 (0.3691)  time: 0.4793  data: 0.0144  max mem: 5654
Epoch: [30]  [6900/7393]  eta: 0:03:58  lr: 0.000010  loss: 16.1048 (16.4484)  loss_bbox: 0.1690 (0.1601)  loss_bbox_aux_0: 0.1766 (0.1740)  loss_bbox_aux_1: 0.1720 (0.1653)  loss_bbox_aux_2: 0.1723 (0.1626)  loss_bbox_aux_3: 0.1693 (0.1606)  loss_bbox_aux_4: 0.1671 (0.1602)  loss_bbox_aux_5: 0.2193 (0.2125)  loss_bbox_dn_0: 0.3026 (0.2856)  loss_bbox_dn_1: 0.2212 (0.2159)  loss_bbox_dn_2: 0.1999 (0.1936)  loss_bbox_dn_3: 0.1920 (0.1865)  loss_bbox_dn_4: 0.1909 (0.1851)  loss_bbox_dn_5: 0.1907 (0.1851)  loss_giou: 0.4282 (0.4870)  loss_giou_aux_0: 0.4650 (0.5123)  loss_giou_aux_1: 0.4545 (0.4972)  loss_giou_aux_2: 0.4478 (0.4920)  loss_giou_aux_3: 0.4351 (0.4885)  loss_giou_aux_4: 0.4430 (0.4873)  loss_giou_aux_5: 0.5277 (0.5801)  loss_giou_dn_0: 0.5699 (0.6021)  loss_giou_dn_1: 0.4619 (0.4965)  loss_giou_dn_2: 0.4341 (0.4672)  loss_giou_dn_3: 0.4268 (0.4586)  loss_giou_dn_4: 0.4259 (0.4566)  loss_giou_dn_5: 0.4259 (0.4568)  loss_vfl: 0.6939 (0.6952)  loss_vfl_aux_0: 0.8028 (0.8086)  loss_vfl_aux_1: 0.7468 (0.7562)  loss_vfl_aux_2: 0.7145 (0.7221)  loss_vfl_aux_3: 0.7041 (0.7061)  loss_vfl_aux_4: 0.7058 (0.6981)  loss_vfl_aux_5: 0.7954 (0.7849)  loss_vfl_dn_0: 0.4630 (0.4602)  loss_vfl_dn_1: 0.3969 (0.3962)  loss_vfl_dn_2: 0.3763 (0.3802)  loss_vfl_dn_3: 0.3680 (0.3726)  loss_vfl_dn_4: 0.3673 (0.3698)  loss_vfl_dn_5: 0.3657 (0.3691)  time: 0.4766  data: 0.0148  max mem: 5654
Epoch: [30]  [7000/7393]  eta: 0:03:10  lr: 0.000010  loss: 16.1140 (16.4476)  loss_bbox: 0.1527 (0.1601)  loss_bbox_aux_0: 0.1524 (0.1740)  loss_bbox_aux_1: 0.1541 (0.1654)  loss_bbox_aux_2: 0.1520 (0.1626)  loss_bbox_aux_3: 0.1503 (0.1607)  loss_bbox_aux_4: 0.1484 (0.1602)  loss_bbox_aux_5: 0.1728 (0.2125)  loss_bbox_dn_0: 0.2323 (0.2857)  loss_bbox_dn_1: 0.1806 (0.2159)  loss_bbox_dn_2: 0.1598 (0.1936)  loss_bbox_dn_3: 0.1550 (0.1865)  loss_bbox_dn_4: 0.1529 (0.1851)  loss_bbox_dn_5: 0.1527 (0.1851)  loss_giou: 0.4805 (0.4869)  loss_giou_aux_0: 0.5400 (0.5122)  loss_giou_aux_1: 0.5107 (0.4971)  loss_giou_aux_2: 0.5007 (0.4918)  loss_giou_aux_3: 0.4827 (0.4884)  loss_giou_aux_4: 0.4855 (0.4872)  loss_giou_aux_5: 0.5884 (0.5800)  loss_giou_dn_0: 0.6020 (0.6020)  loss_giou_dn_1: 0.4970 (0.4964)  loss_giou_dn_2: 0.4743 (0.4671)  loss_giou_dn_3: 0.4669 (0.4585)  loss_giou_dn_4: 0.4643 (0.4565)  loss_giou_dn_5: 0.4642 (0.4567)  loss_vfl: 0.6691 (0.6953)  loss_vfl_aux_0: 0.7494 (0.8086)  loss_vfl_aux_1: 0.6913 (0.7562)  loss_vfl_aux_2: 0.6763 (0.7222)  loss_vfl_aux_3: 0.6740 (0.7062)  loss_vfl_aux_4: 0.6607 (0.6982)  loss_vfl_aux_5: 0.7456 (0.7849)  loss_vfl_dn_0: 0.4480 (0.4602)  loss_vfl_dn_1: 0.3891 (0.3962)  loss_vfl_dn_2: 0.3768 (0.3802)  loss_vfl_dn_3: 0.3724 (0.3725)  loss_vfl_dn_4: 0.3686 (0.3698)  loss_vfl_dn_5: 0.3694 (0.3690)  time: 0.4676  data: 0.0140  max mem: 5654
Epoch: [30]  [7100/7393]  eta: 0:02:21  lr: 0.000010  loss: 16.3749 (16.4504)  loss_bbox: 0.1522 (0.1601)  loss_bbox_aux_0: 0.1551 (0.1740)  loss_bbox_aux_1: 0.1520 (0.1654)  loss_bbox_aux_2: 0.1525 (0.1626)  loss_bbox_aux_3: 0.1472 (0.1607)  loss_bbox_aux_4: 0.1461 (0.1602)  loss_bbox_aux_5: 0.1881 (0.2126)  loss_bbox_dn_0: 0.2592 (0.2857)  loss_bbox_dn_1: 0.1908 (0.2160)  loss_bbox_dn_2: 0.1751 (0.1937)  loss_bbox_dn_3: 0.1698 (0.1866)  loss_bbox_dn_4: 0.1704 (0.1852)  loss_bbox_dn_5: 0.1704 (0.1852)  loss_giou: 0.4492 (0.4870)  loss_giou_aux_0: 0.4583 (0.5123)  loss_giou_aux_1: 0.4554 (0.4972)  loss_giou_aux_2: 0.4525 (0.4919)  loss_giou_aux_3: 0.4485 (0.4885)  loss_giou_aux_4: 0.4415 (0.4873)  loss_giou_aux_5: 0.5534 (0.5801)  loss_giou_dn_0: 0.5921 (0.6021)  loss_giou_dn_1: 0.4900 (0.4965)  loss_giou_dn_2: 0.4505 (0.4672)  loss_giou_dn_3: 0.4445 (0.4586)  loss_giou_dn_4: 0.4438 (0.4566)  loss_giou_dn_5: 0.4445 (0.4568)  loss_vfl: 0.7204 (0.6954)  loss_vfl_aux_0: 0.8137 (0.8086)  loss_vfl_aux_1: 0.7600 (0.7563)  loss_vfl_aux_2: 0.7275 (0.7223)  loss_vfl_aux_3: 0.7107 (0.7063)  loss_vfl_aux_4: 0.7164 (0.6983)  loss_vfl_aux_5: 0.7930 (0.7849)  loss_vfl_dn_0: 0.4620 (0.4602)  loss_vfl_dn_1: 0.3912 (0.3962)  loss_vfl_dn_2: 0.3754 (0.3802)  loss_vfl_dn_3: 0.3665 (0.3726)  loss_vfl_dn_4: 0.3651 (0.3699)  loss_vfl_dn_5: 0.3642 (0.3691)  time: 0.4744  data: 0.0136  max mem: 5654
Epoch: [30]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 16.3510 (16.4520)  loss_bbox: 0.1583 (0.1601)  loss_bbox_aux_0: 0.1687 (0.1741)  loss_bbox_aux_1: 0.1592 (0.1654)  loss_bbox_aux_2: 0.1617 (0.1627)  loss_bbox_aux_3: 0.1639 (0.1607)  loss_bbox_aux_4: 0.1575 (0.1602)  loss_bbox_aux_5: 0.2039 (0.2125)  loss_bbox_dn_0: 0.2669 (0.2856)  loss_bbox_dn_1: 0.2076 (0.2160)  loss_bbox_dn_2: 0.1839 (0.1936)  loss_bbox_dn_3: 0.1793 (0.1866)  loss_bbox_dn_4: 0.1785 (0.1851)  loss_bbox_dn_5: 0.1786 (0.1851)  loss_giou: 0.4875 (0.4872)  loss_giou_aux_0: 0.4973 (0.5125)  loss_giou_aux_1: 0.4964 (0.4974)  loss_giou_aux_2: 0.4829 (0.4922)  loss_giou_aux_3: 0.4814 (0.4887)  loss_giou_aux_4: 0.4971 (0.4875)  loss_giou_aux_5: 0.5961 (0.5803)  loss_giou_dn_0: 0.6334 (0.6022)  loss_giou_dn_1: 0.5180 (0.4967)  loss_giou_dn_2: 0.4876 (0.4674)  loss_giou_dn_3: 0.4756 (0.4588)  loss_giou_dn_4: 0.4756 (0.4568)  loss_giou_dn_5: 0.4760 (0.4570)  loss_vfl: 0.6695 (0.6953)  loss_vfl_aux_0: 0.7947 (0.8085)  loss_vfl_aux_1: 0.7313 (0.7561)  loss_vfl_aux_2: 0.7021 (0.7222)  loss_vfl_aux_3: 0.6867 (0.7061)  loss_vfl_aux_4: 0.6755 (0.6981)  loss_vfl_aux_5: 0.7576 (0.7848)  loss_vfl_dn_0: 0.4593 (0.4602)  loss_vfl_dn_1: 0.4017 (0.3963)  loss_vfl_dn_2: 0.3842 (0.3803)  loss_vfl_dn_3: 0.3781 (0.3726)  loss_vfl_dn_4: 0.3740 (0.3699)  loss_vfl_dn_5: 0.3724 (0.3691)  time: 0.4764  data: 0.0147  max mem: 5654
Epoch: [30]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 16.0455 (16.4489)  loss_bbox: 0.1370 (0.1600)  loss_bbox_aux_0: 0.1410 (0.1740)  loss_bbox_aux_1: 0.1375 (0.1653)  loss_bbox_aux_2: 0.1352 (0.1626)  loss_bbox_aux_3: 0.1377 (0.1606)  loss_bbox_aux_4: 0.1360 (0.1601)  loss_bbox_aux_5: 0.1877 (0.2125)  loss_bbox_dn_0: 0.2427 (0.2855)  loss_bbox_dn_1: 0.1691 (0.2158)  loss_bbox_dn_2: 0.1515 (0.1935)  loss_bbox_dn_3: 0.1418 (0.1864)  loss_bbox_dn_4: 0.1393 (0.1850)  loss_bbox_dn_5: 0.1393 (0.1850)  loss_giou: 0.4857 (0.4872)  loss_giou_aux_0: 0.5209 (0.5126)  loss_giou_aux_1: 0.4991 (0.4974)  loss_giou_aux_2: 0.5010 (0.4921)  loss_giou_aux_3: 0.4919 (0.4887)  loss_giou_aux_4: 0.4911 (0.4875)  loss_giou_aux_5: 0.5820 (0.5803)  loss_giou_dn_0: 0.6079 (0.6022)  loss_giou_dn_1: 0.4999 (0.4966)  loss_giou_dn_2: 0.4685 (0.4673)  loss_giou_dn_3: 0.4581 (0.4587)  loss_giou_dn_4: 0.4570 (0.4567)  loss_giou_dn_5: 0.4585 (0.4569)  loss_vfl: 0.6419 (0.6951)  loss_vfl_aux_0: 0.7389 (0.8082)  loss_vfl_aux_1: 0.7308 (0.7560)  loss_vfl_aux_2: 0.6783 (0.7220)  loss_vfl_aux_3: 0.6584 (0.7060)  loss_vfl_aux_4: 0.6469 (0.6980)  loss_vfl_aux_5: 0.7320 (0.7846)  loss_vfl_dn_0: 0.4533 (0.4602)  loss_vfl_dn_1: 0.3913 (0.3962)  loss_vfl_dn_2: 0.3740 (0.3802)  loss_vfl_dn_3: 0.3650 (0.3726)  loss_vfl_dn_4: 0.3615 (0.3698)  loss_vfl_dn_5: 0.3593 (0.3691)  time: 0.4658  data: 0.0136  max mem: 5654
Epoch: [30]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.8169 (16.4469)  loss_bbox: 0.1469 (0.1600)  loss_bbox_aux_0: 0.1624 (0.1741)  loss_bbox_aux_1: 0.1526 (0.1653)  loss_bbox_aux_2: 0.1526 (0.1626)  loss_bbox_aux_3: 0.1513 (0.1606)  loss_bbox_aux_4: 0.1486 (0.1601)  loss_bbox_aux_5: 0.2163 (0.2125)  loss_bbox_dn_0: 0.2585 (0.2856)  loss_bbox_dn_1: 0.2000 (0.2159)  loss_bbox_dn_2: 0.1796 (0.1936)  loss_bbox_dn_3: 0.1714 (0.1865)  loss_bbox_dn_4: 0.1694 (0.1850)  loss_bbox_dn_5: 0.1694 (0.1850)  loss_giou: 0.4660 (0.4870)  loss_giou_aux_0: 0.4663 (0.5124)  loss_giou_aux_1: 0.4769 (0.4972)  loss_giou_aux_2: 0.4778 (0.4919)  loss_giou_aux_3: 0.4756 (0.4885)  loss_giou_aux_4: 0.4720 (0.4873)  loss_giou_aux_5: 0.5465 (0.5801)  loss_giou_dn_0: 0.5768 (0.6021)  loss_giou_dn_1: 0.4907 (0.4965)  loss_giou_dn_2: 0.4793 (0.4672)  loss_giou_dn_3: 0.4683 (0.4586)  loss_giou_dn_4: 0.4667 (0.4566)  loss_giou_dn_5: 0.4680 (0.4568)  loss_vfl: 0.7025 (0.6951)  loss_vfl_aux_0: 0.8004 (0.8081)  loss_vfl_aux_1: 0.7563 (0.7560)  loss_vfl_aux_2: 0.7211 (0.7220)  loss_vfl_aux_3: 0.7053 (0.7060)  loss_vfl_aux_4: 0.7022 (0.6980)  loss_vfl_aux_5: 0.8023 (0.7848)  loss_vfl_dn_0: 0.4623 (0.4602)  loss_vfl_dn_1: 0.3933 (0.3962)  loss_vfl_dn_2: 0.3780 (0.3802)  loss_vfl_dn_3: 0.3664 (0.3726)  loss_vfl_dn_4: 0.3645 (0.3698)  loss_vfl_dn_5: 0.3643 (0.3691)  time: 0.4534  data: 0.0136  max mem: 5654
Epoch: [30] Total time: 0:59:38 (0.4840 s / it)
Averaged stats: lr: 0.000010  loss: 16.8169 (16.4469)  loss_bbox: 0.1469 (0.1600)  loss_bbox_aux_0: 0.1624 (0.1741)  loss_bbox_aux_1: 0.1526 (0.1653)  loss_bbox_aux_2: 0.1526 (0.1626)  loss_bbox_aux_3: 0.1513 (0.1606)  loss_bbox_aux_4: 0.1486 (0.1601)  loss_bbox_aux_5: 0.2163 (0.2125)  loss_bbox_dn_0: 0.2585 (0.2856)  loss_bbox_dn_1: 0.2000 (0.2159)  loss_bbox_dn_2: 0.1796 (0.1936)  loss_bbox_dn_3: 0.1714 (0.1865)  loss_bbox_dn_4: 0.1694 (0.1850)  loss_bbox_dn_5: 0.1694 (0.1850)  loss_giou: 0.4660 (0.4870)  loss_giou_aux_0: 0.4663 (0.5124)  loss_giou_aux_1: 0.4769 (0.4972)  loss_giou_aux_2: 0.4778 (0.4919)  loss_giou_aux_3: 0.4756 (0.4885)  loss_giou_aux_4: 0.4720 (0.4873)  loss_giou_aux_5: 0.5465 (0.5801)  loss_giou_dn_0: 0.5768 (0.6021)  loss_giou_dn_1: 0.4907 (0.4965)  loss_giou_dn_2: 0.4793 (0.4672)  loss_giou_dn_3: 0.4683 (0.4586)  loss_giou_dn_4: 0.4667 (0.4566)  loss_giou_dn_5: 0.4680 (0.4568)  loss_vfl: 0.7025 (0.6951)  loss_vfl_aux_0: 0.8004 (0.8081)  loss_vfl_aux_1: 0.7563 (0.7560)  loss_vfl_aux_2: 0.7211 (0.7220)  loss_vfl_aux_3: 0.7053 (0.7060)  loss_vfl_aux_4: 0.7022 (0.6980)  loss_vfl_aux_5: 0.8023 (0.7848)  loss_vfl_dn_0: 0.4623 (0.4602)  loss_vfl_dn_1: 0.3933 (0.3962)  loss_vfl_dn_2: 0.3780 (0.3802)  loss_vfl_dn_3: 0.3664 (0.3726)  loss_vfl_dn_4: 0.3645 (0.3698)  loss_vfl_dn_5: 0.3643 (0.3691)
Test:  [  0/157]  eta: 0:04:08    time: 1.5796  data: 1.1633  max mem: 5654
Test:  [ 10/157]  eta: 0:01:12    time: 0.4946  data: 0.1252  max mem: 5654
Test:  [ 20/157]  eta: 0:01:38    time: 0.6755  data: 0.0234  max mem: 5654
Test:  [ 30/157]  eta: 0:01:17    time: 0.6761  data: 0.0255  max mem: 5654
Test:  [ 40/157]  eta: 0:01:05    time: 0.3862  data: 0.0253  max mem: 5654
Test:  [ 50/157]  eta: 0:00:56    time: 0.3883  data: 0.0249  max mem: 5654
Test:  [ 60/157]  eta: 0:00:48    time: 0.3912  data: 0.0247  max mem: 5654
Test:  [ 70/157]  eta: 0:00:42    time: 0.3820  data: 0.0247  max mem: 5654
Test:  [ 80/157]  eta: 0:00:36    time: 0.3842  data: 0.0248  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3931  data: 0.0250  max mem: 5654
Test:  [100/157]  eta: 0:00:25    time: 0.3857  data: 0.0251  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3865  data: 0.0250  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3857  data: 0.0250  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.6446  data: 0.0251  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.6396  data: 0.0250  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3658  data: 0.0250  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3568  data: 0.0244  max mem: 5654
Test: Total time: 0:01:12 (0.4628 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=32.09s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.518
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.698
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.563
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.338
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.563
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.698
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.387
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.647
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.715
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.544
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.762
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
best_stat:  {'epoch': 30, 'coco_eval_bbox': 0.5175983667068981}
Epoch: [31]  [   0/7393]  eta: 22:32:05  lr: 0.000010  loss: 15.7477 (15.7477)  loss_bbox: 0.1406 (0.1406)  loss_bbox_aux_0: 0.1341 (0.1341)  loss_bbox_aux_1: 0.1235 (0.1235)  loss_bbox_aux_2: 0.1423 (0.1423)  loss_bbox_aux_3: 0.1386 (0.1386)  loss_bbox_aux_4: 0.1398 (0.1398)  loss_bbox_aux_5: 0.1460 (0.1460)  loss_bbox_dn_0: 0.2292 (0.2292)  loss_bbox_dn_1: 0.1913 (0.1913)  loss_bbox_dn_2: 0.1796 (0.1796)  loss_bbox_dn_3: 0.1684 (0.1684)  loss_bbox_dn_4: 0.1675 (0.1675)  loss_bbox_dn_5: 0.1677 (0.1677)  loss_giou: 0.5502 (0.5502)  loss_giou_aux_0: 0.5540 (0.5540)  loss_giou_aux_1: 0.5343 (0.5343)  loss_giou_aux_2: 0.5571 (0.5571)  loss_giou_aux_3: 0.5525 (0.5525)  loss_giou_aux_4: 0.5455 (0.5455)  loss_giou_aux_5: 0.5966 (0.5966)  loss_giou_dn_0: 0.6054 (0.6054)  loss_giou_dn_1: 0.5198 (0.5198)  loss_giou_dn_2: 0.4923 (0.4923)  loss_giou_dn_3: 0.4786 (0.4786)  loss_giou_dn_4: 0.4763 (0.4763)  loss_giou_dn_5: 0.4772 (0.4772)  loss_vfl: 0.5746 (0.5746)  loss_vfl_aux_0: 0.7144 (0.7144)  loss_vfl_aux_1: 0.6422 (0.6422)  loss_vfl_aux_2: 0.5786 (0.5786)  loss_vfl_aux_3: 0.5685 (0.5685)  loss_vfl_aux_4: 0.5706 (0.5706)  loss_vfl_aux_5: 0.7491 (0.7491)  loss_vfl_dn_0: 0.4531 (0.4531)  loss_vfl_dn_1: 0.3919 (0.3919)  loss_vfl_dn_2: 0.3826 (0.3826)  loss_vfl_dn_3: 0.3728 (0.3728)  loss_vfl_dn_4: 0.3702 (0.3702)  loss_vfl_dn_5: 0.3706 (0.3706)  time: 10.9733  data: 2.5526  max mem: 5654
Epoch: [31]  [ 100/7393]  eta: 1:10:23  lr: 0.000010  loss: 16.2994 (16.1773)  loss_bbox: 0.1551 (0.1643)  loss_bbox_aux_0: 0.1711 (0.1781)  loss_bbox_aux_1: 0.1720 (0.1693)  loss_bbox_aux_2: 0.1709 (0.1681)  loss_bbox_aux_3: 0.1590 (0.1652)  loss_bbox_aux_4: 0.1557 (0.1643)  loss_bbox_aux_5: 0.2157 (0.2165)  loss_bbox_dn_0: 0.2868 (0.2927)  loss_bbox_dn_1: 0.2138 (0.2221)  loss_bbox_dn_2: 0.1838 (0.1989)  loss_bbox_dn_3: 0.1792 (0.1918)  loss_bbox_dn_4: 0.1776 (0.1904)  loss_bbox_dn_5: 0.1776 (0.1903)  loss_giou: 0.4650 (0.4674)  loss_giou_aux_0: 0.4835 (0.4908)  loss_giou_aux_1: 0.4726 (0.4753)  loss_giou_aux_2: 0.4683 (0.4710)  loss_giou_aux_3: 0.4651 (0.4676)  loss_giou_aux_4: 0.4677 (0.4672)  loss_giou_aux_5: 0.5515 (0.5565)  loss_giou_dn_0: 0.5797 (0.5818)  loss_giou_dn_1: 0.4817 (0.4783)  loss_giou_dn_2: 0.4499 (0.4489)  loss_giou_dn_3: 0.4434 (0.4405)  loss_giou_dn_4: 0.4404 (0.4387)  loss_giou_dn_5: 0.4404 (0.4389)  loss_vfl: 0.6874 (0.6850)  loss_vfl_aux_0: 0.8312 (0.8054)  loss_vfl_aux_1: 0.7585 (0.7442)  loss_vfl_aux_2: 0.7112 (0.7080)  loss_vfl_aux_3: 0.7075 (0.6946)  loss_vfl_aux_4: 0.6960 (0.6884)  loss_vfl_aux_5: 0.7962 (0.7841)  loss_vfl_dn_0: 0.4598 (0.4605)  loss_vfl_dn_1: 0.3914 (0.3937)  loss_vfl_dn_2: 0.3724 (0.3767)  loss_vfl_dn_3: 0.3698 (0.3692)  loss_vfl_dn_4: 0.3661 (0.3667)  loss_vfl_dn_5: 0.3648 (0.3659)  time: 0.4686  data: 0.0150  max mem: 5654
Epoch: [31]  [ 200/7393]  eta: 1:03:03  lr: 0.000010  loss: 16.4056 (16.2593)  loss_bbox: 0.1584 (0.1604)  loss_bbox_aux_0: 0.1641 (0.1745)  loss_bbox_aux_1: 0.1588 (0.1656)  loss_bbox_aux_2: 0.1608 (0.1636)  loss_bbox_aux_3: 0.1609 (0.1608)  loss_bbox_aux_4: 0.1590 (0.1606)  loss_bbox_aux_5: 0.1943 (0.2127)  loss_bbox_dn_0: 0.2519 (0.2888)  loss_bbox_dn_1: 0.1849 (0.2186)  loss_bbox_dn_2: 0.1721 (0.1956)  loss_bbox_dn_3: 0.1645 (0.1885)  loss_bbox_dn_4: 0.1649 (0.1870)  loss_bbox_dn_5: 0.1649 (0.1870)  loss_giou: 0.4569 (0.4733)  loss_giou_aux_0: 0.4960 (0.4982)  loss_giou_aux_1: 0.4689 (0.4830)  loss_giou_aux_2: 0.4579 (0.4780)  loss_giou_aux_3: 0.4558 (0.4739)  loss_giou_aux_4: 0.4561 (0.4736)  loss_giou_aux_5: 0.5784 (0.5649)  loss_giou_dn_0: 0.5878 (0.5904)  loss_giou_dn_1: 0.4871 (0.4858)  loss_giou_dn_2: 0.4469 (0.4560)  loss_giou_dn_3: 0.4331 (0.4471)  loss_giou_dn_4: 0.4316 (0.4450)  loss_giou_dn_5: 0.4322 (0.4452)  loss_vfl: 0.6704 (0.6909)  loss_vfl_aux_0: 0.7659 (0.8071)  loss_vfl_aux_1: 0.7346 (0.7489)  loss_vfl_aux_2: 0.6960 (0.7146)  loss_vfl_aux_3: 0.6817 (0.7007)  loss_vfl_aux_4: 0.6751 (0.6931)  loss_vfl_aux_5: 0.7327 (0.7864)  loss_vfl_dn_0: 0.4624 (0.4601)  loss_vfl_dn_1: 0.3968 (0.3950)  loss_vfl_dn_2: 0.3810 (0.3782)  loss_vfl_dn_3: 0.3723 (0.3708)  loss_vfl_dn_4: 0.3724 (0.3681)  loss_vfl_dn_5: 0.3699 (0.3672)  time: 0.4668  data: 0.0149  max mem: 5654
Epoch: [31]  [ 300/7393]  eta: 1:00:04  lr: 0.000010  loss: 16.0538 (16.3602)  loss_bbox: 0.1356 (0.1593)  loss_bbox_aux_0: 0.1535 (0.1738)  loss_bbox_aux_1: 0.1408 (0.1642)  loss_bbox_aux_2: 0.1431 (0.1625)  loss_bbox_aux_3: 0.1391 (0.1601)  loss_bbox_aux_4: 0.1355 (0.1595)  loss_bbox_aux_5: 0.1957 (0.2114)  loss_bbox_dn_0: 0.2547 (0.2858)  loss_bbox_dn_1: 0.1880 (0.2167)  loss_bbox_dn_2: 0.1704 (0.1945)  loss_bbox_dn_3: 0.1560 (0.1876)  loss_bbox_dn_4: 0.1546 (0.1862)  loss_bbox_dn_5: 0.1546 (0.1862)  loss_giou: 0.4914 (0.4803)  loss_giou_aux_0: 0.5279 (0.5061)  loss_giou_aux_1: 0.5096 (0.4908)  loss_giou_aux_2: 0.5067 (0.4854)  loss_giou_aux_3: 0.4980 (0.4814)  loss_giou_aux_4: 0.4902 (0.4805)  loss_giou_aux_5: 0.6031 (0.5737)  loss_giou_dn_0: 0.6132 (0.5970)  loss_giou_dn_1: 0.5207 (0.4924)  loss_giou_dn_2: 0.4939 (0.4629)  loss_giou_dn_3: 0.4856 (0.4542)  loss_giou_dn_4: 0.4842 (0.4522)  loss_giou_dn_5: 0.4844 (0.4523)  loss_vfl: 0.6766 (0.6951)  loss_vfl_aux_0: 0.7782 (0.8057)  loss_vfl_aux_1: 0.7256 (0.7519)  loss_vfl_aux_2: 0.6977 (0.7189)  loss_vfl_aux_3: 0.6841 (0.7049)  loss_vfl_aux_4: 0.6820 (0.6981)  loss_vfl_aux_5: 0.7506 (0.7833)  loss_vfl_dn_0: 0.4567 (0.4600)  loss_vfl_dn_1: 0.3946 (0.3961)  loss_vfl_dn_2: 0.3831 (0.3793)  loss_vfl_dn_3: 0.3757 (0.3720)  loss_vfl_dn_4: 0.3755 (0.3693)  loss_vfl_dn_5: 0.3720 (0.3683)  time: 0.4731  data: 0.0152  max mem: 5654
Epoch: [31]  [ 400/7393]  eta: 0:58:13  lr: 0.000010  loss: 15.9294 (16.3390)  loss_bbox: 0.1488 (0.1591)  loss_bbox_aux_0: 0.1676 (0.1744)  loss_bbox_aux_1: 0.1516 (0.1643)  loss_bbox_aux_2: 0.1636 (0.1626)  loss_bbox_aux_3: 0.1502 (0.1601)  loss_bbox_aux_4: 0.1488 (0.1591)  loss_bbox_aux_5: 0.1966 (0.2117)  loss_bbox_dn_0: 0.2688 (0.2860)  loss_bbox_dn_1: 0.1932 (0.2171)  loss_bbox_dn_2: 0.1813 (0.1948)  loss_bbox_dn_3: 0.1755 (0.1879)  loss_bbox_dn_4: 0.1744 (0.1864)  loss_bbox_dn_5: 0.1744 (0.1864)  loss_giou: 0.4429 (0.4769)  loss_giou_aux_0: 0.4485 (0.5028)  loss_giou_aux_1: 0.4397 (0.4870)  loss_giou_aux_2: 0.4489 (0.4819)  loss_giou_aux_3: 0.4456 (0.4782)  loss_giou_aux_4: 0.4457 (0.4773)  loss_giou_aux_5: 0.5312 (0.5703)  loss_giou_dn_0: 0.5679 (0.5950)  loss_giou_dn_1: 0.4636 (0.4906)  loss_giou_dn_2: 0.4388 (0.4613)  loss_giou_dn_3: 0.4289 (0.4527)  loss_giou_dn_4: 0.4260 (0.4507)  loss_giou_dn_5: 0.4264 (0.4508)  loss_vfl: 0.6752 (0.6962)  loss_vfl_aux_0: 0.7801 (0.8062)  loss_vfl_aux_1: 0.7202 (0.7547)  loss_vfl_aux_2: 0.7150 (0.7216)  loss_vfl_aux_3: 0.6959 (0.7062)  loss_vfl_aux_4: 0.6768 (0.6996)  loss_vfl_aux_5: 0.7701 (0.7853)  loss_vfl_dn_0: 0.4562 (0.4600)  loss_vfl_dn_1: 0.3934 (0.3959)  loss_vfl_dn_2: 0.3706 (0.3791)  loss_vfl_dn_3: 0.3632 (0.3717)  loss_vfl_dn_4: 0.3635 (0.3690)  loss_vfl_dn_5: 0.3593 (0.3680)  time: 0.4593  data: 0.0152  max mem: 5654
Epoch: [31]  [ 500/7393]  eta: 0:56:41  lr: 0.000010  loss: 16.7127 (16.3612)  loss_bbox: 0.1615 (0.1597)  loss_bbox_aux_0: 0.1793 (0.1749)  loss_bbox_aux_1: 0.1780 (0.1653)  loss_bbox_aux_2: 0.1730 (0.1632)  loss_bbox_aux_3: 0.1688 (0.1607)  loss_bbox_aux_4: 0.1659 (0.1596)  loss_bbox_aux_5: 0.2247 (0.2117)  loss_bbox_dn_0: 0.2747 (0.2854)  loss_bbox_dn_1: 0.2154 (0.2167)  loss_bbox_dn_2: 0.1946 (0.1944)  loss_bbox_dn_3: 0.1893 (0.1875)  loss_bbox_dn_4: 0.1874 (0.1861)  loss_bbox_dn_5: 0.1873 (0.1861)  loss_giou: 0.4553 (0.4791)  loss_giou_aux_0: 0.4807 (0.5046)  loss_giou_aux_1: 0.4683 (0.4890)  loss_giou_aux_2: 0.4647 (0.4840)  loss_giou_aux_3: 0.4510 (0.4804)  loss_giou_aux_4: 0.4502 (0.4793)  loss_giou_aux_5: 0.5397 (0.5716)  loss_giou_dn_0: 0.5947 (0.5965)  loss_giou_dn_1: 0.4961 (0.4918)  loss_giou_dn_2: 0.4685 (0.4624)  loss_giou_dn_3: 0.4630 (0.4539)  loss_giou_dn_4: 0.4609 (0.4519)  loss_giou_dn_5: 0.4611 (0.4521)  loss_vfl: 0.7047 (0.6963)  loss_vfl_aux_0: 0.8138 (0.8060)  loss_vfl_aux_1: 0.7567 (0.7542)  loss_vfl_aux_2: 0.7320 (0.7211)  loss_vfl_aux_3: 0.7048 (0.7063)  loss_vfl_aux_4: 0.7011 (0.6998)  loss_vfl_aux_5: 0.7557 (0.7852)  loss_vfl_dn_0: 0.4531 (0.4598)  loss_vfl_dn_1: 0.3893 (0.3958)  loss_vfl_dn_2: 0.3782 (0.3793)  loss_vfl_dn_3: 0.3689 (0.3719)  loss_vfl_dn_4: 0.3658 (0.3692)  loss_vfl_dn_5: 0.3635 (0.3683)  time: 0.4677  data: 0.0146  max mem: 5654
Epoch: [31]  [ 600/7393]  eta: 0:55:26  lr: 0.000010  loss: 16.2883 (16.3239)  loss_bbox: 0.1447 (0.1592)  loss_bbox_aux_0: 0.1542 (0.1747)  loss_bbox_aux_1: 0.1434 (0.1648)  loss_bbox_aux_2: 0.1419 (0.1626)  loss_bbox_aux_3: 0.1391 (0.1603)  loss_bbox_aux_4: 0.1416 (0.1591)  loss_bbox_aux_5: 0.1970 (0.2119)  loss_bbox_dn_0: 0.2692 (0.2848)  loss_bbox_dn_1: 0.1954 (0.2160)  loss_bbox_dn_2: 0.1725 (0.1935)  loss_bbox_dn_3: 0.1638 (0.1866)  loss_bbox_dn_4: 0.1624 (0.1851)  loss_bbox_dn_5: 0.1624 (0.1851)  loss_giou: 0.4720 (0.4769)  loss_giou_aux_0: 0.5028 (0.5026)  loss_giou_aux_1: 0.4839 (0.4870)  loss_giou_aux_2: 0.4918 (0.4822)  loss_giou_aux_3: 0.4707 (0.4782)  loss_giou_aux_4: 0.4812 (0.4772)  loss_giou_aux_5: 0.5840 (0.5703)  loss_giou_dn_0: 0.6033 (0.5954)  loss_giou_dn_1: 0.4887 (0.4905)  loss_giou_dn_2: 0.4604 (0.4609)  loss_giou_dn_3: 0.4527 (0.4524)  loss_giou_dn_4: 0.4489 (0.4504)  loss_giou_dn_5: 0.4490 (0.4505)  loss_vfl: 0.6652 (0.6952)  loss_vfl_aux_0: 0.7741 (0.8063)  loss_vfl_aux_1: 0.7046 (0.7538)  loss_vfl_aux_2: 0.6826 (0.7196)  loss_vfl_aux_3: 0.6619 (0.7054)  loss_vfl_aux_4: 0.6563 (0.6986)  loss_vfl_aux_5: 0.7449 (0.7845)  loss_vfl_dn_0: 0.4541 (0.4595)  loss_vfl_dn_1: 0.3970 (0.3955)  loss_vfl_dn_2: 0.3824 (0.3791)  loss_vfl_dn_3: 0.3752 (0.3715)  loss_vfl_dn_4: 0.3728 (0.3688)  loss_vfl_dn_5: 0.3717 (0.3679)  time: 0.4752  data: 0.0146  max mem: 5654
Epoch: [31]  [ 700/7393]  eta: 0:54:17  lr: 0.000010  loss: 16.2877 (16.3305)  loss_bbox: 0.1493 (0.1587)  loss_bbox_aux_0: 0.1507 (0.1739)  loss_bbox_aux_1: 0.1477 (0.1643)  loss_bbox_aux_2: 0.1441 (0.1621)  loss_bbox_aux_3: 0.1507 (0.1597)  loss_bbox_aux_4: 0.1511 (0.1586)  loss_bbox_aux_5: 0.1957 (0.2118)  loss_bbox_dn_0: 0.2360 (0.2842)  loss_bbox_dn_1: 0.1766 (0.2150)  loss_bbox_dn_2: 0.1552 (0.1925)  loss_bbox_dn_3: 0.1508 (0.1856)  loss_bbox_dn_4: 0.1501 (0.1841)  loss_bbox_dn_5: 0.1502 (0.1841)  loss_giou: 0.4889 (0.4784)  loss_giou_aux_0: 0.5002 (0.5043)  loss_giou_aux_1: 0.5071 (0.4890)  loss_giou_aux_2: 0.4960 (0.4840)  loss_giou_aux_3: 0.4988 (0.4799)  loss_giou_aux_4: 0.4893 (0.4788)  loss_giou_aux_5: 0.5735 (0.5723)  loss_giou_dn_0: 0.5991 (0.5966)  loss_giou_dn_1: 0.5094 (0.4913)  loss_giou_dn_2: 0.4732 (0.4616)  loss_giou_dn_3: 0.4611 (0.4531)  loss_giou_dn_4: 0.4579 (0.4510)  loss_giou_dn_5: 0.4580 (0.4512)  loss_vfl: 0.6791 (0.6952)  loss_vfl_aux_0: 0.8148 (0.8065)  loss_vfl_aux_1: 0.7449 (0.7535)  loss_vfl_aux_2: 0.7042 (0.7194)  loss_vfl_aux_3: 0.6798 (0.7051)  loss_vfl_aux_4: 0.6791 (0.6987)  loss_vfl_aux_5: 0.7783 (0.7840)  loss_vfl_dn_0: 0.4531 (0.4595)  loss_vfl_dn_1: 0.3891 (0.3953)  loss_vfl_dn_2: 0.3762 (0.3790)  loss_vfl_dn_3: 0.3697 (0.3715)  loss_vfl_dn_4: 0.3683 (0.3687)  loss_vfl_dn_5: 0.3679 (0.3678)  time: 0.4527  data: 0.0145  max mem: 5654
Epoch: [31]  [ 800/7393]  eta: 0:53:17  lr: 0.000010  loss: 16.5434 (16.3351)  loss_bbox: 0.1477 (0.1591)  loss_bbox_aux_0: 0.1632 (0.1742)  loss_bbox_aux_1: 0.1534 (0.1646)  loss_bbox_aux_2: 0.1452 (0.1623)  loss_bbox_aux_3: 0.1453 (0.1601)  loss_bbox_aux_4: 0.1452 (0.1589)  loss_bbox_aux_5: 0.2046 (0.2122)  loss_bbox_dn_0: 0.2748 (0.2845)  loss_bbox_dn_1: 0.2021 (0.2151)  loss_bbox_dn_2: 0.1809 (0.1927)  loss_bbox_dn_3: 0.1726 (0.1857)  loss_bbox_dn_4: 0.1720 (0.1842)  loss_bbox_dn_5: 0.1716 (0.1842)  loss_giou: 0.5040 (0.4782)  loss_giou_aux_0: 0.5276 (0.5038)  loss_giou_aux_1: 0.5114 (0.4887)  loss_giou_aux_2: 0.5122 (0.4838)  loss_giou_aux_3: 0.5068 (0.4800)  loss_giou_aux_4: 0.5019 (0.4786)  loss_giou_aux_5: 0.6054 (0.5721)  loss_giou_dn_0: 0.6500 (0.5966)  loss_giou_dn_1: 0.5301 (0.4911)  loss_giou_dn_2: 0.4954 (0.4613)  loss_giou_dn_3: 0.4893 (0.4529)  loss_giou_dn_4: 0.4905 (0.4508)  loss_giou_dn_5: 0.4918 (0.4510)  loss_vfl: 0.6951 (0.6955)  loss_vfl_aux_0: 0.8075 (0.8082)  loss_vfl_aux_1: 0.7550 (0.7545)  loss_vfl_aux_2: 0.7177 (0.7197)  loss_vfl_aux_3: 0.7101 (0.7053)  loss_vfl_aux_4: 0.6976 (0.6992)  loss_vfl_aux_5: 0.7484 (0.7853)  loss_vfl_dn_0: 0.4592 (0.4594)  loss_vfl_dn_1: 0.3989 (0.3951)  loss_vfl_dn_2: 0.3816 (0.3788)  loss_vfl_dn_3: 0.3728 (0.3712)  loss_vfl_dn_4: 0.3726 (0.3685)  loss_vfl_dn_5: 0.3723 (0.3676)  time: 0.4717  data: 0.0140  max mem: 5654
Epoch: [31]  [ 900/7393]  eta: 0:52:14  lr: 0.000010  loss: 16.4354 (16.3240)  loss_bbox: 0.1418 (0.1587)  loss_bbox_aux_0: 0.1503 (0.1738)  loss_bbox_aux_1: 0.1508 (0.1645)  loss_bbox_aux_2: 0.1437 (0.1620)  loss_bbox_aux_3: 0.1412 (0.1597)  loss_bbox_aux_4: 0.1419 (0.1587)  loss_bbox_aux_5: 0.1931 (0.2122)  loss_bbox_dn_0: 0.2320 (0.2846)  loss_bbox_dn_1: 0.1796 (0.2150)  loss_bbox_dn_2: 0.1584 (0.1926)  loss_bbox_dn_3: 0.1494 (0.1856)  loss_bbox_dn_4: 0.1477 (0.1841)  loss_bbox_dn_5: 0.1478 (0.1841)  loss_giou: 0.4675 (0.4782)  loss_giou_aux_0: 0.5039 (0.5042)  loss_giou_aux_1: 0.4875 (0.4890)  loss_giou_aux_2: 0.4792 (0.4838)  loss_giou_aux_3: 0.4855 (0.4799)  loss_giou_aux_4: 0.4728 (0.4786)  loss_giou_aux_5: 0.5649 (0.5724)  loss_giou_dn_0: 0.6187 (0.5962)  loss_giou_dn_1: 0.5068 (0.4908)  loss_giou_dn_2: 0.4769 (0.4611)  loss_giou_dn_3: 0.4723 (0.4527)  loss_giou_dn_4: 0.4733 (0.4507)  loss_giou_dn_5: 0.4732 (0.4509)  loss_vfl: 0.6556 (0.6946)  loss_vfl_aux_0: 0.7716 (0.8071)  loss_vfl_aux_1: 0.7089 (0.7535)  loss_vfl_aux_2: 0.6867 (0.7190)  loss_vfl_aux_3: 0.6637 (0.7045)  loss_vfl_aux_4: 0.6548 (0.6980)  loss_vfl_aux_5: 0.7466 (0.7844)  loss_vfl_dn_0: 0.4508 (0.4593)  loss_vfl_dn_1: 0.3963 (0.3949)  loss_vfl_dn_2: 0.3774 (0.3785)  loss_vfl_dn_3: 0.3687 (0.3709)  loss_vfl_dn_4: 0.3665 (0.3681)  loss_vfl_dn_5: 0.3668 (0.3673)  time: 0.4585  data: 0.0144  max mem: 5654
Epoch: [31]  [1000/7393]  eta: 0:52:01  lr: 0.000010  loss: 16.2269 (16.3164)  loss_bbox: 0.1490 (0.1583)  loss_bbox_aux_0: 0.1524 (0.1731)  loss_bbox_aux_1: 0.1512 (0.1642)  loss_bbox_aux_2: 0.1490 (0.1616)  loss_bbox_aux_3: 0.1429 (0.1593)  loss_bbox_aux_4: 0.1448 (0.1583)  loss_bbox_aux_5: 0.1937 (0.2117)  loss_bbox_dn_0: 0.2449 (0.2838)  loss_bbox_dn_1: 0.1845 (0.2142)  loss_bbox_dn_2: 0.1652 (0.1919)  loss_bbox_dn_3: 0.1535 (0.1849)  loss_bbox_dn_4: 0.1531 (0.1834)  loss_bbox_dn_5: 0.1531 (0.1834)  loss_giou: 0.4569 (0.4785)  loss_giou_aux_0: 0.4784 (0.5042)  loss_giou_aux_1: 0.4717 (0.4893)  loss_giou_aux_2: 0.4534 (0.4840)  loss_giou_aux_3: 0.4493 (0.4801)  loss_giou_aux_4: 0.4630 (0.4789)  loss_giou_aux_5: 0.5397 (0.5727)  loss_giou_dn_0: 0.5859 (0.5968)  loss_giou_dn_1: 0.4727 (0.4912)  loss_giou_dn_2: 0.4492 (0.4616)  loss_giou_dn_3: 0.4394 (0.4532)  loss_giou_dn_4: 0.4365 (0.4512)  loss_giou_dn_5: 0.4363 (0.4514)  loss_vfl: 0.6834 (0.6940)  loss_vfl_aux_0: 0.8091 (0.8062)  loss_vfl_aux_1: 0.7758 (0.7524)  loss_vfl_aux_2: 0.7699 (0.7187)  loss_vfl_aux_3: 0.7262 (0.7041)  loss_vfl_aux_4: 0.7142 (0.6972)  loss_vfl_aux_5: 0.7688 (0.7841)  loss_vfl_dn_0: 0.4553 (0.4592)  loss_vfl_dn_1: 0.3970 (0.3948)  loss_vfl_dn_2: 0.3748 (0.3784)  loss_vfl_dn_3: 0.3634 (0.3708)  loss_vfl_dn_4: 0.3603 (0.3681)  loss_vfl_dn_5: 0.3599 (0.3672)  time: 0.4732  data: 0.0147  max mem: 5654
Epoch: [31]  [1100/7393]  eta: 0:51:00  lr: 0.000010  loss: 16.5190 (16.3108)  loss_bbox: 0.1566 (0.1585)  loss_bbox_aux_0: 0.1656 (0.1733)  loss_bbox_aux_1: 0.1526 (0.1642)  loss_bbox_aux_2: 0.1520 (0.1616)  loss_bbox_aux_3: 0.1491 (0.1596)  loss_bbox_aux_4: 0.1566 (0.1587)  loss_bbox_aux_5: 0.1980 (0.2120)  loss_bbox_dn_0: 0.2836 (0.2845)  loss_bbox_dn_1: 0.2029 (0.2149)  loss_bbox_dn_2: 0.1749 (0.1925)  loss_bbox_dn_3: 0.1665 (0.1855)  loss_bbox_dn_4: 0.1628 (0.1840)  loss_bbox_dn_5: 0.1628 (0.1840)  loss_giou: 0.4471 (0.4774)  loss_giou_aux_0: 0.4696 (0.5033)  loss_giou_aux_1: 0.4566 (0.4881)  loss_giou_aux_2: 0.4434 (0.4828)  loss_giou_aux_3: 0.4473 (0.4791)  loss_giou_aux_4: 0.4470 (0.4779)  loss_giou_aux_5: 0.5536 (0.5720)  loss_giou_dn_0: 0.5973 (0.5965)  loss_giou_dn_1: 0.4834 (0.4909)  loss_giou_dn_2: 0.4480 (0.4614)  loss_giou_dn_3: 0.4381 (0.4529)  loss_giou_dn_4: 0.4351 (0.4508)  loss_giou_dn_5: 0.4349 (0.4510)  loss_vfl: 0.6844 (0.6934)  loss_vfl_aux_0: 0.8004 (0.8059)  loss_vfl_aux_1: 0.7592 (0.7526)  loss_vfl_aux_2: 0.7278 (0.7186)  loss_vfl_aux_3: 0.7000 (0.7036)  loss_vfl_aux_4: 0.6882 (0.6966)  loss_vfl_aux_5: 0.7803 (0.7837)  loss_vfl_dn_0: 0.4501 (0.4591)  loss_vfl_dn_1: 0.3943 (0.3949)  loss_vfl_dn_2: 0.3790 (0.3785)  loss_vfl_dn_3: 0.3694 (0.3709)  loss_vfl_dn_4: 0.3636 (0.3681)  loss_vfl_dn_5: 0.3640 (0.3673)  time: 0.4681  data: 0.0139  max mem: 5654
Epoch: [31]  [1200/7393]  eta: 0:50:01  lr: 0.000010  loss: 16.1885 (16.3021)  loss_bbox: 0.1390 (0.1585)  loss_bbox_aux_0: 0.1600 (0.1733)  loss_bbox_aux_1: 0.1450 (0.1642)  loss_bbox_aux_2: 0.1440 (0.1617)  loss_bbox_aux_3: 0.1365 (0.1595)  loss_bbox_aux_4: 0.1386 (0.1587)  loss_bbox_aux_5: 0.1988 (0.2122)  loss_bbox_dn_0: 0.2594 (0.2848)  loss_bbox_dn_1: 0.1999 (0.2149)  loss_bbox_dn_2: 0.1844 (0.1924)  loss_bbox_dn_3: 0.1780 (0.1854)  loss_bbox_dn_4: 0.1762 (0.1839)  loss_bbox_dn_5: 0.1762 (0.1838)  loss_giou: 0.4622 (0.4769)  loss_giou_aux_0: 0.5053 (0.5027)  loss_giou_aux_1: 0.4680 (0.4874)  loss_giou_aux_2: 0.4689 (0.4822)  loss_giou_aux_3: 0.4617 (0.4784)  loss_giou_aux_4: 0.4616 (0.4773)  loss_giou_aux_5: 0.5669 (0.5715)  loss_giou_dn_0: 0.5781 (0.5963)  loss_giou_dn_1: 0.4910 (0.4904)  loss_giou_dn_2: 0.4645 (0.4608)  loss_giou_dn_3: 0.4602 (0.4523)  loss_giou_dn_4: 0.4582 (0.4502)  loss_giou_dn_5: 0.4583 (0.4504)  loss_vfl: 0.6929 (0.6934)  loss_vfl_aux_0: 0.7884 (0.8060)  loss_vfl_aux_1: 0.7782 (0.7524)  loss_vfl_aux_2: 0.7232 (0.7183)  loss_vfl_aux_3: 0.6999 (0.7036)  loss_vfl_aux_4: 0.7056 (0.6965)  loss_vfl_aux_5: 0.7633 (0.7836)  loss_vfl_dn_0: 0.4614 (0.4592)  loss_vfl_dn_1: 0.3924 (0.3948)  loss_vfl_dn_2: 0.3831 (0.3784)  loss_vfl_dn_3: 0.3749 (0.3708)  loss_vfl_dn_4: 0.3713 (0.3680)  loss_vfl_dn_5: 0.3700 (0.3672)  time: 0.4634  data: 0.0145  max mem: 5654
Epoch: [31]  [1300/7393]  eta: 0:49:05  lr: 0.000010  loss: 16.2262 (16.3210)  loss_bbox: 0.1582 (0.1585)  loss_bbox_aux_0: 0.1713 (0.1733)  loss_bbox_aux_1: 0.1612 (0.1644)  loss_bbox_aux_2: 0.1614 (0.1617)  loss_bbox_aux_3: 0.1562 (0.1596)  loss_bbox_aux_4: 0.1571 (0.1587)  loss_bbox_aux_5: 0.2160 (0.2119)  loss_bbox_dn_0: 0.2447 (0.2839)  loss_bbox_dn_1: 0.2049 (0.2143)  loss_bbox_dn_2: 0.1794 (0.1920)  loss_bbox_dn_3: 0.1779 (0.1850)  loss_bbox_dn_4: 0.1775 (0.1835)  loss_bbox_dn_5: 0.1775 (0.1835)  loss_giou: 0.4560 (0.4793)  loss_giou_aux_0: 0.4936 (0.5052)  loss_giou_aux_1: 0.4698 (0.4899)  loss_giou_aux_2: 0.4696 (0.4848)  loss_giou_aux_3: 0.4553 (0.4810)  loss_giou_aux_4: 0.4551 (0.4798)  loss_giou_aux_5: 0.5568 (0.5737)  loss_giou_dn_0: 0.5596 (0.5975)  loss_giou_dn_1: 0.4598 (0.4917)  loss_giou_dn_2: 0.4403 (0.4622)  loss_giou_dn_3: 0.4303 (0.4537)  loss_giou_dn_4: 0.4299 (0.4516)  loss_giou_dn_5: 0.4305 (0.4518)  loss_vfl: 0.7020 (0.6930)  loss_vfl_aux_0: 0.7969 (0.8050)  loss_vfl_aux_1: 0.7632 (0.7516)  loss_vfl_aux_2: 0.7253 (0.7178)  loss_vfl_aux_3: 0.7049 (0.7029)  loss_vfl_aux_4: 0.7014 (0.6959)  loss_vfl_aux_5: 0.7659 (0.7823)  loss_vfl_dn_0: 0.4516 (0.4591)  loss_vfl_dn_1: 0.3917 (0.3950)  loss_vfl_dn_2: 0.3754 (0.3787)  loss_vfl_dn_3: 0.3676 (0.3710)  loss_vfl_dn_4: 0.3654 (0.3683)  loss_vfl_dn_5: 0.3626 (0.3675)  time: 0.4714  data: 0.0141  max mem: 5654
Epoch: [31]  [1400/7393]  eta: 0:48:11  lr: 0.000010  loss: 16.4707 (16.3226)  loss_bbox: 0.1601 (0.1583)  loss_bbox_aux_0: 0.1741 (0.1730)  loss_bbox_aux_1: 0.1611 (0.1640)  loss_bbox_aux_2: 0.1607 (0.1616)  loss_bbox_aux_3: 0.1583 (0.1595)  loss_bbox_aux_4: 0.1618 (0.1585)  loss_bbox_aux_5: 0.2193 (0.2117)  loss_bbox_dn_0: 0.2956 (0.2840)  loss_bbox_dn_1: 0.2167 (0.2144)  loss_bbox_dn_2: 0.1875 (0.1920)  loss_bbox_dn_3: 0.1805 (0.1850)  loss_bbox_dn_4: 0.1786 (0.1835)  loss_bbox_dn_5: 0.1786 (0.1835)  loss_giou: 0.4422 (0.4790)  loss_giou_aux_0: 0.4700 (0.5048)  loss_giou_aux_1: 0.4537 (0.4895)  loss_giou_aux_2: 0.4539 (0.4845)  loss_giou_aux_3: 0.4404 (0.4808)  loss_giou_aux_4: 0.4454 (0.4795)  loss_giou_aux_5: 0.5448 (0.5732)  loss_giou_dn_0: 0.5945 (0.5974)  loss_giou_dn_1: 0.4779 (0.4916)  loss_giou_dn_2: 0.4388 (0.4621)  loss_giou_dn_3: 0.4338 (0.4535)  loss_giou_dn_4: 0.4313 (0.4515)  loss_giou_dn_5: 0.4315 (0.4517)  loss_vfl: 0.7135 (0.6939)  loss_vfl_aux_0: 0.8181 (0.8058)  loss_vfl_aux_1: 0.7832 (0.7526)  loss_vfl_aux_2: 0.7343 (0.7186)  loss_vfl_aux_3: 0.7209 (0.7036)  loss_vfl_aux_4: 0.7164 (0.6966)  loss_vfl_aux_5: 0.8025 (0.7836)  loss_vfl_dn_0: 0.4619 (0.4590)  loss_vfl_dn_1: 0.4039 (0.3951)  loss_vfl_dn_2: 0.3842 (0.3787)  loss_vfl_dn_3: 0.3725 (0.3711)  loss_vfl_dn_4: 0.3700 (0.3684)  loss_vfl_dn_5: 0.3683 (0.3676)  time: 0.4735  data: 0.0140  max mem: 5654
Epoch: [31]  [1500/7393]  eta: 0:47:19  lr: 0.000010  loss: 16.2711 (16.3204)  loss_bbox: 0.1578 (0.1582)  loss_bbox_aux_0: 0.1723 (0.1731)  loss_bbox_aux_1: 0.1636 (0.1641)  loss_bbox_aux_2: 0.1645 (0.1615)  loss_bbox_aux_3: 0.1638 (0.1593)  loss_bbox_aux_4: 0.1605 (0.1584)  loss_bbox_aux_5: 0.2208 (0.2118)  loss_bbox_dn_0: 0.2886 (0.2848)  loss_bbox_dn_1: 0.2294 (0.2150)  loss_bbox_dn_2: 0.2109 (0.1926)  loss_bbox_dn_3: 0.2043 (0.1856)  loss_bbox_dn_4: 0.2020 (0.1841)  loss_bbox_dn_5: 0.2019 (0.1840)  loss_giou: 0.4325 (0.4779)  loss_giou_aux_0: 0.4681 (0.5037)  loss_giou_aux_1: 0.4479 (0.4886)  loss_giou_aux_2: 0.4444 (0.4835)  loss_giou_aux_3: 0.4423 (0.4797)  loss_giou_aux_4: 0.4336 (0.4785)  loss_giou_aux_5: 0.5298 (0.5721)  loss_giou_dn_0: 0.5887 (0.5966)  loss_giou_dn_1: 0.4737 (0.4909)  loss_giou_dn_2: 0.4384 (0.4614)  loss_giou_dn_3: 0.4302 (0.4529)  loss_giou_dn_4: 0.4284 (0.4508)  loss_giou_dn_5: 0.4281 (0.4510)  loss_vfl: 0.7339 (0.6946)  loss_vfl_aux_0: 0.8419 (0.8073)  loss_vfl_aux_1: 0.7911 (0.7532)  loss_vfl_aux_2: 0.7462 (0.7193)  loss_vfl_aux_3: 0.7345 (0.7044)  loss_vfl_aux_4: 0.7339 (0.6973)  loss_vfl_aux_5: 0.8338 (0.7851)  loss_vfl_dn_0: 0.4582 (0.4590)  loss_vfl_dn_1: 0.3901 (0.3950)  loss_vfl_dn_2: 0.3790 (0.3787)  loss_vfl_dn_3: 0.3743 (0.3710)  loss_vfl_dn_4: 0.3700 (0.3683)  loss_vfl_dn_5: 0.3689 (0.3675)  time: 0.4727  data: 0.0142  max mem: 5654
Epoch: [31]  [1600/7393]  eta: 0:46:28  lr: 0.000010  loss: 16.9000 (16.3271)  loss_bbox: 0.1514 (0.1580)  loss_bbox_aux_0: 0.1720 (0.1729)  loss_bbox_aux_1: 0.1528 (0.1640)  loss_bbox_aux_2: 0.1607 (0.1614)  loss_bbox_aux_3: 0.1500 (0.1591)  loss_bbox_aux_4: 0.1504 (0.1582)  loss_bbox_aux_5: 0.2003 (0.2116)  loss_bbox_dn_0: 0.2903 (0.2848)  loss_bbox_dn_1: 0.2124 (0.2151)  loss_bbox_dn_2: 0.1863 (0.1927)  loss_bbox_dn_3: 0.1805 (0.1856)  loss_bbox_dn_4: 0.1786 (0.1841)  loss_bbox_dn_5: 0.1785 (0.1841)  loss_giou: 0.4402 (0.4778)  loss_giou_aux_0: 0.4873 (0.5035)  loss_giou_aux_1: 0.4541 (0.4884)  loss_giou_aux_2: 0.4447 (0.4834)  loss_giou_aux_3: 0.4397 (0.4796)  loss_giou_aux_4: 0.4478 (0.4783)  loss_giou_aux_5: 0.5773 (0.5719)  loss_giou_dn_0: 0.5955 (0.5971)  loss_giou_dn_1: 0.4892 (0.4912)  loss_giou_dn_2: 0.4595 (0.4616)  loss_giou_dn_3: 0.4510 (0.4530)  loss_giou_dn_4: 0.4500 (0.4510)  loss_giou_dn_5: 0.4503 (0.4511)  loss_vfl: 0.7211 (0.6955)  loss_vfl_aux_0: 0.8197 (0.8076)  loss_vfl_aux_1: 0.7806 (0.7544)  loss_vfl_aux_2: 0.7432 (0.7202)  loss_vfl_aux_3: 0.7231 (0.7055)  loss_vfl_aux_4: 0.7276 (0.6982)  loss_vfl_aux_5: 0.8047 (0.7857)  loss_vfl_dn_0: 0.4595 (0.4591)  loss_vfl_dn_1: 0.4034 (0.3951)  loss_vfl_dn_2: 0.3856 (0.3789)  loss_vfl_dn_3: 0.3749 (0.3712)  loss_vfl_dn_4: 0.3733 (0.3685)  loss_vfl_dn_5: 0.3741 (0.3677)  time: 0.4848  data: 0.0141  max mem: 5654
Epoch: [31]  [1700/7393]  eta: 0:45:36  lr: 0.000010  loss: 16.3143 (16.3199)  loss_bbox: 0.1537 (0.1577)  loss_bbox_aux_0: 0.1617 (0.1725)  loss_bbox_aux_1: 0.1574 (0.1636)  loss_bbox_aux_2: 0.1555 (0.1611)  loss_bbox_aux_3: 0.1513 (0.1588)  loss_bbox_aux_4: 0.1538 (0.1579)  loss_bbox_aux_5: 0.2016 (0.2111)  loss_bbox_dn_0: 0.2611 (0.2837)  loss_bbox_dn_1: 0.1849 (0.2142)  loss_bbox_dn_2: 0.1675 (0.1918)  loss_bbox_dn_3: 0.1623 (0.1847)  loss_bbox_dn_4: 0.1620 (0.1832)  loss_bbox_dn_5: 0.1621 (0.1832)  loss_giou: 0.4977 (0.4788)  loss_giou_aux_0: 0.5389 (0.5044)  loss_giou_aux_1: 0.5056 (0.4893)  loss_giou_aux_2: 0.5192 (0.4845)  loss_giou_aux_3: 0.5019 (0.4806)  loss_giou_aux_4: 0.5053 (0.4794)  loss_giou_aux_5: 0.5816 (0.5726)  loss_giou_dn_0: 0.6122 (0.5972)  loss_giou_dn_1: 0.5095 (0.4914)  loss_giou_dn_2: 0.4807 (0.4619)  loss_giou_dn_3: 0.4680 (0.4532)  loss_giou_dn_4: 0.4673 (0.4512)  loss_giou_dn_5: 0.4675 (0.4513)  loss_vfl: 0.6541 (0.6943)  loss_vfl_aux_0: 0.7552 (0.8072)  loss_vfl_aux_1: 0.7033 (0.7536)  loss_vfl_aux_2: 0.6651 (0.7190)  loss_vfl_aux_3: 0.6774 (0.7045)  loss_vfl_aux_4: 0.6610 (0.6969)  loss_vfl_aux_5: 0.7342 (0.7852)  loss_vfl_dn_0: 0.4567 (0.4589)  loss_vfl_dn_1: 0.4002 (0.3951)  loss_vfl_dn_2: 0.3824 (0.3788)  loss_vfl_dn_3: 0.3769 (0.3712)  loss_vfl_dn_4: 0.3746 (0.3684)  loss_vfl_dn_5: 0.3736 (0.3676)  time: 0.4653  data: 0.0143  max mem: 5654
Epoch: [31]  [1800/7393]  eta: 0:44:45  lr: 0.000010  loss: 15.8589 (16.3174)  loss_bbox: 0.1558 (0.1577)  loss_bbox_aux_0: 0.1671 (0.1723)  loss_bbox_aux_1: 0.1585 (0.1634)  loss_bbox_aux_2: 0.1558 (0.1610)  loss_bbox_aux_3: 0.1547 (0.1586)  loss_bbox_aux_4: 0.1563 (0.1579)  loss_bbox_aux_5: 0.2050 (0.2112)  loss_bbox_dn_0: 0.3081 (0.2840)  loss_bbox_dn_1: 0.1937 (0.2143)  loss_bbox_dn_2: 0.1807 (0.1918)  loss_bbox_dn_3: 0.1807 (0.1848)  loss_bbox_dn_4: 0.1808 (0.1833)  loss_bbox_dn_5: 0.1807 (0.1833)  loss_giou: 0.4586 (0.4785)  loss_giou_aux_0: 0.4750 (0.5040)  loss_giou_aux_1: 0.4709 (0.4889)  loss_giou_aux_2: 0.4633 (0.4842)  loss_giou_aux_3: 0.4655 (0.4802)  loss_giou_aux_4: 0.4604 (0.4791)  loss_giou_aux_5: 0.5544 (0.5723)  loss_giou_dn_0: 0.5836 (0.5971)  loss_giou_dn_1: 0.4709 (0.4912)  loss_giou_dn_2: 0.4360 (0.4616)  loss_giou_dn_3: 0.4324 (0.4530)  loss_giou_dn_4: 0.4316 (0.4509)  loss_giou_dn_5: 0.4320 (0.4511)  loss_vfl: 0.6665 (0.6943)  loss_vfl_aux_0: 0.7745 (0.8074)  loss_vfl_aux_1: 0.7455 (0.7538)  loss_vfl_aux_2: 0.6970 (0.7191)  loss_vfl_aux_3: 0.6824 (0.7046)  loss_vfl_aux_4: 0.6728 (0.6969)  loss_vfl_aux_5: 0.7897 (0.7854)  loss_vfl_dn_0: 0.4623 (0.4591)  loss_vfl_dn_1: 0.3955 (0.3951)  loss_vfl_dn_2: 0.3784 (0.3788)  loss_vfl_dn_3: 0.3695 (0.3711)  loss_vfl_dn_4: 0.3675 (0.3684)  loss_vfl_dn_5: 0.3660 (0.3676)  time: 0.4818  data: 0.0139  max mem: 5654
Epoch: [31]  [1900/7393]  eta: 0:43:53  lr: 0.000010  loss: 16.1988 (16.3201)  loss_bbox: 0.1577 (0.1578)  loss_bbox_aux_0: 0.1693 (0.1724)  loss_bbox_aux_1: 0.1616 (0.1636)  loss_bbox_aux_2: 0.1644 (0.1612)  loss_bbox_aux_3: 0.1582 (0.1588)  loss_bbox_aux_4: 0.1572 (0.1580)  loss_bbox_aux_5: 0.2121 (0.2113)  loss_bbox_dn_0: 0.2694 (0.2839)  loss_bbox_dn_1: 0.2128 (0.2143)  loss_bbox_dn_2: 0.1887 (0.1919)  loss_bbox_dn_3: 0.1804 (0.1848)  loss_bbox_dn_4: 0.1783 (0.1833)  loss_bbox_dn_5: 0.1782 (0.1833)  loss_giou: 0.4939 (0.4787)  loss_giou_aux_0: 0.5091 (0.5041)  loss_giou_aux_1: 0.5126 (0.4892)  loss_giou_aux_2: 0.4997 (0.4844)  loss_giou_aux_3: 0.4927 (0.4805)  loss_giou_aux_4: 0.4937 (0.4793)  loss_giou_aux_5: 0.5899 (0.5726)  loss_giou_dn_0: 0.5909 (0.5972)  loss_giou_dn_1: 0.4803 (0.4914)  loss_giou_dn_2: 0.4457 (0.4617)  loss_giou_dn_3: 0.4387 (0.4531)  loss_giou_dn_4: 0.4373 (0.4510)  loss_giou_dn_5: 0.4375 (0.4512)  loss_vfl: 0.6774 (0.6941)  loss_vfl_aux_0: 0.8013 (0.8073)  loss_vfl_aux_1: 0.7308 (0.7535)  loss_vfl_aux_2: 0.7100 (0.7190)  loss_vfl_aux_3: 0.6778 (0.7044)  loss_vfl_aux_4: 0.6750 (0.6967)  loss_vfl_aux_5: 0.7691 (0.7848)  loss_vfl_dn_0: 0.4616 (0.4593)  loss_vfl_dn_1: 0.4033 (0.3952)  loss_vfl_dn_2: 0.3858 (0.3790)  loss_vfl_dn_3: 0.3754 (0.3713)  loss_vfl_dn_4: 0.3703 (0.3685)  loss_vfl_dn_5: 0.3698 (0.3677)  time: 0.4602  data: 0.0142  max mem: 5654
Epoch: [31]  [2000/7393]  eta: 0:43:04  lr: 0.000010  loss: 16.7666 (16.3086)  loss_bbox: 0.1478 (0.1575)  loss_bbox_aux_0: 0.1670 (0.1721)  loss_bbox_aux_1: 0.1518 (0.1633)  loss_bbox_aux_2: 0.1540 (0.1609)  loss_bbox_aux_3: 0.1519 (0.1585)  loss_bbox_aux_4: 0.1477 (0.1577)  loss_bbox_aux_5: 0.2056 (0.2110)  loss_bbox_dn_0: 0.2742 (0.2833)  loss_bbox_dn_1: 0.1969 (0.2137)  loss_bbox_dn_2: 0.1758 (0.1913)  loss_bbox_dn_3: 0.1712 (0.1843)  loss_bbox_dn_4: 0.1715 (0.1828)  loss_bbox_dn_5: 0.1714 (0.1828)  loss_giou: 0.5074 (0.4787)  loss_giou_aux_0: 0.5435 (0.5040)  loss_giou_aux_1: 0.5300 (0.4892)  loss_giou_aux_2: 0.5129 (0.4843)  loss_giou_aux_3: 0.5110 (0.4805)  loss_giou_aux_4: 0.5068 (0.4793)  loss_giou_aux_5: 0.6002 (0.5726)  loss_giou_dn_0: 0.6169 (0.5968)  loss_giou_dn_1: 0.5003 (0.4910)  loss_giou_dn_2: 0.4739 (0.4614)  loss_giou_dn_3: 0.4654 (0.4528)  loss_giou_dn_4: 0.4620 (0.4508)  loss_giou_dn_5: 0.4619 (0.4509)  loss_vfl: 0.6637 (0.6937)  loss_vfl_aux_0: 0.8032 (0.8064)  loss_vfl_aux_1: 0.7170 (0.7528)  loss_vfl_aux_2: 0.7038 (0.7186)  loss_vfl_aux_3: 0.6881 (0.7040)  loss_vfl_aux_4: 0.6754 (0.6962)  loss_vfl_aux_5: 0.7663 (0.7841)  loss_vfl_dn_0: 0.4644 (0.4593)  loss_vfl_dn_1: 0.3966 (0.3952)  loss_vfl_dn_2: 0.3819 (0.3790)  loss_vfl_dn_3: 0.3753 (0.3713)  loss_vfl_dn_4: 0.3731 (0.3686)  loss_vfl_dn_5: 0.3737 (0.3678)  time: 0.4896  data: 0.0145  max mem: 5654
Epoch: [31]  [2100/7393]  eta: 0:42:12  lr: 0.000010  loss: 16.2030 (16.3236)  loss_bbox: 0.1521 (0.1578)  loss_bbox_aux_0: 0.1676 (0.1723)  loss_bbox_aux_1: 0.1571 (0.1636)  loss_bbox_aux_2: 0.1649 (0.1611)  loss_bbox_aux_3: 0.1549 (0.1588)  loss_bbox_aux_4: 0.1508 (0.1579)  loss_bbox_aux_5: 0.2051 (0.2111)  loss_bbox_dn_0: 0.2590 (0.2834)  loss_bbox_dn_1: 0.2010 (0.2140)  loss_bbox_dn_2: 0.1790 (0.1916)  loss_bbox_dn_3: 0.1741 (0.1845)  loss_bbox_dn_4: 0.1715 (0.1830)  loss_bbox_dn_5: 0.1715 (0.1830)  loss_giou: 0.4659 (0.4792)  loss_giou_aux_0: 0.4875 (0.5045)  loss_giou_aux_1: 0.4864 (0.4898)  loss_giou_aux_2: 0.4762 (0.4849)  loss_giou_aux_3: 0.4718 (0.4810)  loss_giou_aux_4: 0.4658 (0.4798)  loss_giou_aux_5: 0.5684 (0.5731)  loss_giou_dn_0: 0.6004 (0.5974)  loss_giou_dn_1: 0.4861 (0.4917)  loss_giou_dn_2: 0.4592 (0.4621)  loss_giou_dn_3: 0.4514 (0.4535)  loss_giou_dn_4: 0.4490 (0.4514)  loss_giou_dn_5: 0.4493 (0.4516)  loss_vfl: 0.7149 (0.6944)  loss_vfl_aux_0: 0.8096 (0.8068)  loss_vfl_aux_1: 0.7514 (0.7532)  loss_vfl_aux_2: 0.7354 (0.7194)  loss_vfl_aux_3: 0.7286 (0.7046)  loss_vfl_aux_4: 0.7176 (0.6970)  loss_vfl_aux_5: 0.7663 (0.7843)  loss_vfl_dn_0: 0.4597 (0.4593)  loss_vfl_dn_1: 0.3956 (0.3953)  loss_vfl_dn_2: 0.3765 (0.3792)  loss_vfl_dn_3: 0.3670 (0.3715)  loss_vfl_dn_4: 0.3654 (0.3687)  loss_vfl_dn_5: 0.3662 (0.3679)  time: 0.4532  data: 0.0144  max mem: 5654
Epoch: [31]  [2200/7393]  eta: 0:41:34  lr: 0.000010  loss: 15.6771 (16.3204)  loss_bbox: 0.1430 (0.1579)  loss_bbox_aux_0: 0.1601 (0.1725)  loss_bbox_aux_1: 0.1526 (0.1636)  loss_bbox_aux_2: 0.1500 (0.1612)  loss_bbox_aux_3: 0.1498 (0.1589)  loss_bbox_aux_4: 0.1457 (0.1580)  loss_bbox_aux_5: 0.1914 (0.2113)  loss_bbox_dn_0: 0.2963 (0.2838)  loss_bbox_dn_1: 0.2206 (0.2141)  loss_bbox_dn_2: 0.1987 (0.1917)  loss_bbox_dn_3: 0.1855 (0.1847)  loss_bbox_dn_4: 0.1839 (0.1832)  loss_bbox_dn_5: 0.1839 (0.1831)  loss_giou: 0.4267 (0.4794)  loss_giou_aux_0: 0.4468 (0.5046)  loss_giou_aux_1: 0.4326 (0.4898)  loss_giou_aux_2: 0.4377 (0.4850)  loss_giou_aux_3: 0.4331 (0.4813)  loss_giou_aux_4: 0.4296 (0.4800)  loss_giou_aux_5: 0.5057 (0.5731)  loss_giou_dn_0: 0.5397 (0.5973)  loss_giou_dn_1: 0.4394 (0.4916)  loss_giou_dn_2: 0.4142 (0.4620)  loss_giou_dn_3: 0.4057 (0.4534)  loss_giou_dn_4: 0.4042 (0.4513)  loss_giou_dn_5: 0.4042 (0.4515)  loss_vfl: 0.6693 (0.6936)  loss_vfl_aux_0: 0.8210 (0.8066)  loss_vfl_aux_1: 0.7345 (0.7530)  loss_vfl_aux_2: 0.6937 (0.7184)  loss_vfl_aux_3: 0.6783 (0.7037)  loss_vfl_aux_4: 0.6695 (0.6962)  loss_vfl_aux_5: 0.7906 (0.7842)  loss_vfl_dn_0: 0.4532 (0.4592)  loss_vfl_dn_1: 0.3825 (0.3951)  loss_vfl_dn_2: 0.3613 (0.3789)  loss_vfl_dn_3: 0.3536 (0.3712)  loss_vfl_dn_4: 0.3516 (0.3684)  loss_vfl_dn_5: 0.3527 (0.3677)  time: 0.4638  data: 0.0146  max mem: 5654
Epoch: [31]  [2300/7393]  eta: 0:40:45  lr: 0.000010  loss: 16.4503 (16.3181)  loss_bbox: 0.1513 (0.1578)  loss_bbox_aux_0: 0.1596 (0.1723)  loss_bbox_aux_1: 0.1497 (0.1635)  loss_bbox_aux_2: 0.1488 (0.1611)  loss_bbox_aux_3: 0.1524 (0.1588)  loss_bbox_aux_4: 0.1572 (0.1579)  loss_bbox_aux_5: 0.1949 (0.2110)  loss_bbox_dn_0: 0.2655 (0.2836)  loss_bbox_dn_1: 0.2105 (0.2140)  loss_bbox_dn_2: 0.1809 (0.1915)  loss_bbox_dn_3: 0.1706 (0.1845)  loss_bbox_dn_4: 0.1690 (0.1830)  loss_bbox_dn_5: 0.1689 (0.1830)  loss_giou: 0.4667 (0.4799)  loss_giou_aux_0: 0.5006 (0.5051)  loss_giou_aux_1: 0.4830 (0.4902)  loss_giou_aux_2: 0.4857 (0.4854)  loss_giou_aux_3: 0.4771 (0.4817)  loss_giou_aux_4: 0.4672 (0.4804)  loss_giou_aux_5: 0.5792 (0.5736)  loss_giou_dn_0: 0.6007 (0.5973)  loss_giou_dn_1: 0.4979 (0.4916)  loss_giou_dn_2: 0.4656 (0.4621)  loss_giou_dn_3: 0.4531 (0.4535)  loss_giou_dn_4: 0.4484 (0.4514)  loss_giou_dn_5: 0.4490 (0.4516)  loss_vfl: 0.6941 (0.6931)  loss_vfl_aux_0: 0.7804 (0.8060)  loss_vfl_aux_1: 0.7442 (0.7525)  loss_vfl_aux_2: 0.7069 (0.7183)  loss_vfl_aux_3: 0.6920 (0.7033)  loss_vfl_aux_4: 0.6898 (0.6958)  loss_vfl_aux_5: 0.7518 (0.7835)  loss_vfl_dn_0: 0.4557 (0.4590)  loss_vfl_dn_1: 0.3950 (0.3950)  loss_vfl_dn_2: 0.3786 (0.3788)  loss_vfl_dn_3: 0.3734 (0.3711)  loss_vfl_dn_4: 0.3727 (0.3683)  loss_vfl_dn_5: 0.3715 (0.3676)  time: 0.4809  data: 0.0143  max mem: 5654
Epoch: [31]  [2400/7393]  eta: 0:39:56  lr: 0.000010  loss: 16.1093 (16.3160)  loss_bbox: 0.1445 (0.1577)  loss_bbox_aux_0: 0.1542 (0.1722)  loss_bbox_aux_1: 0.1483 (0.1635)  loss_bbox_aux_2: 0.1451 (0.1611)  loss_bbox_aux_3: 0.1451 (0.1587)  loss_bbox_aux_4: 0.1445 (0.1579)  loss_bbox_aux_5: 0.1865 (0.2108)  loss_bbox_dn_0: 0.2575 (0.2836)  loss_bbox_dn_1: 0.1918 (0.2140)  loss_bbox_dn_2: 0.1733 (0.1916)  loss_bbox_dn_3: 0.1693 (0.1846)  loss_bbox_dn_4: 0.1699 (0.1831)  loss_bbox_dn_5: 0.1700 (0.1830)  loss_giou: 0.4351 (0.4801)  loss_giou_aux_0: 0.4653 (0.5054)  loss_giou_aux_1: 0.4597 (0.4905)  loss_giou_aux_2: 0.4385 (0.4856)  loss_giou_aux_3: 0.4368 (0.4819)  loss_giou_aux_4: 0.4352 (0.4806)  loss_giou_aux_5: 0.5451 (0.5739)  loss_giou_dn_0: 0.5834 (0.5973)  loss_giou_dn_1: 0.4795 (0.4917)  loss_giou_dn_2: 0.4469 (0.4622)  loss_giou_dn_3: 0.4359 (0.4536)  loss_giou_dn_4: 0.4309 (0.4515)  loss_giou_dn_5: 0.4309 (0.4517)  loss_vfl: 0.6871 (0.6928)  loss_vfl_aux_0: 0.8186 (0.8053)  loss_vfl_aux_1: 0.7350 (0.7517)  loss_vfl_aux_2: 0.7314 (0.7177)  loss_vfl_aux_3: 0.6998 (0.7028)  loss_vfl_aux_4: 0.7036 (0.6955)  loss_vfl_aux_5: 0.7968 (0.7831)  loss_vfl_dn_0: 0.4645 (0.4589)  loss_vfl_dn_1: 0.4022 (0.3949)  loss_vfl_dn_2: 0.3851 (0.3787)  loss_vfl_dn_3: 0.3732 (0.3711)  loss_vfl_dn_4: 0.3726 (0.3683)  loss_vfl_dn_5: 0.3716 (0.3676)  time: 0.4763  data: 0.0144  max mem: 5654
Epoch: [31]  [2500/7393]  eta: 0:39:07  lr: 0.000010  loss: 16.5621 (16.3249)  loss_bbox: 0.1548 (0.1580)  loss_bbox_aux_0: 0.1667 (0.1725)  loss_bbox_aux_1: 0.1592 (0.1637)  loss_bbox_aux_2: 0.1608 (0.1613)  loss_bbox_aux_3: 0.1574 (0.1590)  loss_bbox_aux_4: 0.1552 (0.1581)  loss_bbox_aux_5: 0.2006 (0.2110)  loss_bbox_dn_0: 0.2452 (0.2836)  loss_bbox_dn_1: 0.1865 (0.2141)  loss_bbox_dn_2: 0.1693 (0.1917)  loss_bbox_dn_3: 0.1661 (0.1847)  loss_bbox_dn_4: 0.1641 (0.1832)  loss_bbox_dn_5: 0.1642 (0.1832)  loss_giou: 0.5186 (0.4806)  loss_giou_aux_0: 0.5355 (0.5058)  loss_giou_aux_1: 0.5210 (0.4910)  loss_giou_aux_2: 0.5100 (0.4862)  loss_giou_aux_3: 0.5130 (0.4824)  loss_giou_aux_4: 0.5199 (0.4811)  loss_giou_aux_5: 0.5977 (0.5743)  loss_giou_dn_0: 0.6010 (0.5975)  loss_giou_dn_1: 0.4944 (0.4920)  loss_giou_dn_2: 0.4672 (0.4625)  loss_giou_dn_3: 0.4610 (0.4539)  loss_giou_dn_4: 0.4611 (0.4519)  loss_giou_dn_5: 0.4611 (0.4520)  loss_vfl: 0.6717 (0.6930)  loss_vfl_aux_0: 0.7980 (0.8049)  loss_vfl_aux_1: 0.7428 (0.7519)  loss_vfl_aux_2: 0.6988 (0.7179)  loss_vfl_aux_3: 0.6857 (0.7031)  loss_vfl_aux_4: 0.6887 (0.6957)  loss_vfl_aux_5: 0.7530 (0.7828)  loss_vfl_dn_0: 0.4637 (0.4590)  loss_vfl_dn_1: 0.4013 (0.3950)  loss_vfl_dn_2: 0.3884 (0.3789)  loss_vfl_dn_3: 0.3814 (0.3712)  loss_vfl_dn_4: 0.3770 (0.3685)  loss_vfl_dn_5: 0.3750 (0.3677)  time: 0.4691  data: 0.0141  max mem: 5654
Epoch: [31]  [2600/7393]  eta: 0:38:18  lr: 0.000010  loss: 16.8701 (16.3422)  loss_bbox: 0.1644 (0.1582)  loss_bbox_aux_0: 0.1781 (0.1727)  loss_bbox_aux_1: 0.1719 (0.1639)  loss_bbox_aux_2: 0.1685 (0.1616)  loss_bbox_aux_3: 0.1664 (0.1592)  loss_bbox_aux_4: 0.1653 (0.1583)  loss_bbox_aux_5: 0.2100 (0.2114)  loss_bbox_dn_0: 0.2660 (0.2838)  loss_bbox_dn_1: 0.2111 (0.2144)  loss_bbox_dn_2: 0.1842 (0.1920)  loss_bbox_dn_3: 0.1753 (0.1850)  loss_bbox_dn_4: 0.1722 (0.1835)  loss_bbox_dn_5: 0.1722 (0.1835)  loss_giou: 0.5131 (0.4813)  loss_giou_aux_0: 0.5426 (0.5065)  loss_giou_aux_1: 0.5315 (0.4917)  loss_giou_aux_2: 0.5271 (0.4869)  loss_giou_aux_3: 0.5217 (0.4831)  loss_giou_aux_4: 0.5132 (0.4818)  loss_giou_aux_5: 0.6114 (0.5751)  loss_giou_dn_0: 0.6198 (0.5981)  loss_giou_dn_1: 0.5048 (0.4925)  loss_giou_dn_2: 0.4790 (0.4631)  loss_giou_dn_3: 0.4676 (0.4545)  loss_giou_dn_4: 0.4648 (0.4524)  loss_giou_dn_5: 0.4649 (0.4526)  loss_vfl: 0.6866 (0.6937)  loss_vfl_aux_0: 0.7985 (0.8054)  loss_vfl_aux_1: 0.7388 (0.7527)  loss_vfl_aux_2: 0.7173 (0.7185)  loss_vfl_aux_3: 0.6885 (0.7036)  loss_vfl_aux_4: 0.6967 (0.6964)  loss_vfl_aux_5: 0.7654 (0.7829)  loss_vfl_dn_0: 0.4676 (0.4592)  loss_vfl_dn_1: 0.4086 (0.3953)  loss_vfl_dn_2: 0.3887 (0.3792)  loss_vfl_dn_3: 0.3831 (0.3715)  loss_vfl_dn_4: 0.3802 (0.3688)  loss_vfl_dn_5: 0.3783 (0.3680)  time: 0.4680  data: 0.0144  max mem: 5654
Epoch: [31]  [2700/7393]  eta: 0:37:29  lr: 0.000010  loss: 16.6426 (16.3491)  loss_bbox: 0.1588 (0.1583)  loss_bbox_aux_0: 0.1748 (0.1726)  loss_bbox_aux_1: 0.1704 (0.1639)  loss_bbox_aux_2: 0.1592 (0.1616)  loss_bbox_aux_3: 0.1613 (0.1593)  loss_bbox_aux_4: 0.1611 (0.1584)  loss_bbox_aux_5: 0.2127 (0.2113)  loss_bbox_dn_0: 0.2805 (0.2838)  loss_bbox_dn_1: 0.2015 (0.2144)  loss_bbox_dn_2: 0.1840 (0.1920)  loss_bbox_dn_3: 0.1826 (0.1850)  loss_bbox_dn_4: 0.1861 (0.1835)  loss_bbox_dn_5: 0.1862 (0.1835)  loss_giou: 0.5033 (0.4818)  loss_giou_aux_0: 0.5146 (0.5069)  loss_giou_aux_1: 0.5149 (0.4922)  loss_giou_aux_2: 0.5143 (0.4874)  loss_giou_aux_3: 0.5163 (0.4837)  loss_giou_aux_4: 0.5075 (0.4823)  loss_giou_aux_5: 0.5949 (0.5755)  loss_giou_dn_0: 0.5894 (0.5985)  loss_giou_dn_1: 0.4933 (0.4930)  loss_giou_dn_2: 0.4675 (0.4634)  loss_giou_dn_3: 0.4601 (0.4548)  loss_giou_dn_4: 0.4561 (0.4528)  loss_giou_dn_5: 0.4559 (0.4530)  loss_vfl: 0.6788 (0.6937)  loss_vfl_aux_0: 0.8269 (0.8057)  loss_vfl_aux_1: 0.7565 (0.7528)  loss_vfl_aux_2: 0.7180 (0.7187)  loss_vfl_aux_3: 0.7001 (0.7035)  loss_vfl_aux_4: 0.6889 (0.6964)  loss_vfl_aux_5: 0.8070 (0.7828)  loss_vfl_dn_0: 0.4607 (0.4593)  loss_vfl_dn_1: 0.3988 (0.3954)  loss_vfl_dn_2: 0.3816 (0.3793)  loss_vfl_dn_3: 0.3743 (0.3716)  loss_vfl_dn_4: 0.3720 (0.3689)  loss_vfl_dn_5: 0.3717 (0.3681)  time: 0.4653  data: 0.0151  max mem: 5654
Epoch: [31]  [2800/7393]  eta: 0:36:52  lr: 0.000010  loss: 16.5814 (16.3460)  loss_bbox: 0.1370 (0.1582)  loss_bbox_aux_0: 0.1492 (0.1725)  loss_bbox_aux_1: 0.1411 (0.1638)  loss_bbox_aux_2: 0.1437 (0.1614)  loss_bbox_aux_3: 0.1365 (0.1592)  loss_bbox_aux_4: 0.1370 (0.1583)  loss_bbox_aux_5: 0.1844 (0.2111)  loss_bbox_dn_0: 0.2597 (0.2837)  loss_bbox_dn_1: 0.1971 (0.2143)  loss_bbox_dn_2: 0.1714 (0.1920)  loss_bbox_dn_3: 0.1531 (0.1849)  loss_bbox_dn_4: 0.1497 (0.1834)  loss_bbox_dn_5: 0.1497 (0.1834)  loss_giou: 0.4798 (0.4817)  loss_giou_aux_0: 0.5063 (0.5068)  loss_giou_aux_1: 0.5008 (0.4922)  loss_giou_aux_2: 0.4894 (0.4873)  loss_giou_aux_3: 0.4829 (0.4836)  loss_giou_aux_4: 0.4798 (0.4823)  loss_giou_aux_5: 0.5638 (0.5754)  loss_giou_dn_0: 0.6051 (0.5983)  loss_giou_dn_1: 0.5043 (0.4928)  loss_giou_dn_2: 0.4751 (0.4633)  loss_giou_dn_3: 0.4664 (0.4547)  loss_giou_dn_4: 0.4622 (0.4526)  loss_giou_dn_5: 0.4623 (0.4528)  loss_vfl: 0.7157 (0.6935)  loss_vfl_aux_0: 0.7833 (0.8058)  loss_vfl_aux_1: 0.7714 (0.7530)  loss_vfl_aux_2: 0.7472 (0.7187)  loss_vfl_aux_3: 0.7243 (0.7034)  loss_vfl_aux_4: 0.7304 (0.6961)  loss_vfl_aux_5: 0.7720 (0.7826)  loss_vfl_dn_0: 0.4562 (0.4593)  loss_vfl_dn_1: 0.3922 (0.3954)  loss_vfl_dn_2: 0.3819 (0.3793)  loss_vfl_dn_3: 0.3701 (0.3716)  loss_vfl_dn_4: 0.3661 (0.3689)  loss_vfl_dn_5: 0.3644 (0.3682)  time: 0.8189  data: 0.0153  max mem: 5654
Epoch: [31]  [2900/7393]  eta: 0:36:02  lr: 0.000010  loss: 16.4318 (16.3472)  loss_bbox: 0.1360 (0.1582)  loss_bbox_aux_0: 0.1645 (0.1723)  loss_bbox_aux_1: 0.1451 (0.1637)  loss_bbox_aux_2: 0.1424 (0.1613)  loss_bbox_aux_3: 0.1415 (0.1591)  loss_bbox_aux_4: 0.1343 (0.1583)  loss_bbox_aux_5: 0.1954 (0.2109)  loss_bbox_dn_0: 0.2800 (0.2835)  loss_bbox_dn_1: 0.2043 (0.2142)  loss_bbox_dn_2: 0.1862 (0.1918)  loss_bbox_dn_3: 0.1812 (0.1848)  loss_bbox_dn_4: 0.1812 (0.1833)  loss_bbox_dn_5: 0.1812 (0.1833)  loss_giou: 0.4937 (0.4822)  loss_giou_aux_0: 0.5127 (0.5072)  loss_giou_aux_1: 0.4946 (0.4926)  loss_giou_aux_2: 0.4850 (0.4876)  loss_giou_aux_3: 0.4988 (0.4841)  loss_giou_aux_4: 0.4903 (0.4828)  loss_giou_aux_5: 0.5648 (0.5757)  loss_giou_dn_0: 0.6052 (0.5985)  loss_giou_dn_1: 0.5032 (0.4930)  loss_giou_dn_2: 0.4641 (0.4635)  loss_giou_dn_3: 0.4606 (0.4549)  loss_giou_dn_4: 0.4572 (0.4529)  loss_giou_dn_5: 0.4571 (0.4530)  loss_vfl: 0.7025 (0.6930)  loss_vfl_aux_0: 0.8074 (0.8058)  loss_vfl_aux_1: 0.7798 (0.7531)  loss_vfl_aux_2: 0.7420 (0.7186)  loss_vfl_aux_3: 0.7214 (0.7030)  loss_vfl_aux_4: 0.7067 (0.6957)  loss_vfl_aux_5: 0.7794 (0.7827)  loss_vfl_dn_0: 0.4561 (0.4593)  loss_vfl_dn_1: 0.3957 (0.3954)  loss_vfl_dn_2: 0.3750 (0.3793)  loss_vfl_dn_3: 0.3660 (0.3717)  loss_vfl_dn_4: 0.3632 (0.3689)  loss_vfl_dn_5: 0.3622 (0.3682)  time: 0.4696  data: 0.0152  max mem: 5654
Epoch: [31]  [3000/7393]  eta: 0:35:13  lr: 0.000010  loss: 16.1641 (16.3549)  loss_bbox: 0.1516 (0.1583)  loss_bbox_aux_0: 0.1586 (0.1725)  loss_bbox_aux_1: 0.1534 (0.1638)  loss_bbox_aux_2: 0.1487 (0.1614)  loss_bbox_aux_3: 0.1514 (0.1592)  loss_bbox_aux_4: 0.1526 (0.1584)  loss_bbox_aux_5: 0.1993 (0.2111)  loss_bbox_dn_0: 0.2754 (0.2839)  loss_bbox_dn_1: 0.1958 (0.2144)  loss_bbox_dn_2: 0.1760 (0.1921)  loss_bbox_dn_3: 0.1690 (0.1850)  loss_bbox_dn_4: 0.1692 (0.1835)  loss_bbox_dn_5: 0.1701 (0.1835)  loss_giou: 0.4809 (0.4824)  loss_giou_aux_0: 0.4980 (0.5075)  loss_giou_aux_1: 0.4874 (0.4928)  loss_giou_aux_2: 0.4744 (0.4879)  loss_giou_aux_3: 0.4753 (0.4843)  loss_giou_aux_4: 0.4833 (0.4830)  loss_giou_aux_5: 0.5775 (0.5760)  loss_giou_dn_0: 0.6075 (0.5988)  loss_giou_dn_1: 0.4990 (0.4932)  loss_giou_dn_2: 0.4707 (0.4637)  loss_giou_dn_3: 0.4621 (0.4551)  loss_giou_dn_4: 0.4578 (0.4530)  loss_giou_dn_5: 0.4580 (0.4532)  loss_vfl: 0.7069 (0.6934)  loss_vfl_aux_0: 0.8085 (0.8059)  loss_vfl_aux_1: 0.7476 (0.7534)  loss_vfl_aux_2: 0.7252 (0.7190)  loss_vfl_aux_3: 0.7026 (0.7034)  loss_vfl_aux_4: 0.7050 (0.6961)  loss_vfl_aux_5: 0.7584 (0.7826)  loss_vfl_dn_0: 0.4559 (0.4593)  loss_vfl_dn_1: 0.3909 (0.3954)  loss_vfl_dn_2: 0.3744 (0.3793)  loss_vfl_dn_3: 0.3674 (0.3717)  loss_vfl_dn_4: 0.3652 (0.3689)  loss_vfl_dn_5: 0.3643 (0.3682)  time: 0.4765  data: 0.0150  max mem: 5654
Epoch: [31]  [3100/7393]  eta: 0:34:23  lr: 0.000010  loss: 15.9000 (16.3549)  loss_bbox: 0.1397 (0.1583)  loss_bbox_aux_0: 0.1488 (0.1725)  loss_bbox_aux_1: 0.1472 (0.1639)  loss_bbox_aux_2: 0.1388 (0.1615)  loss_bbox_aux_3: 0.1380 (0.1593)  loss_bbox_aux_4: 0.1492 (0.1585)  loss_bbox_aux_5: 0.2103 (0.2113)  loss_bbox_dn_0: 0.2843 (0.2841)  loss_bbox_dn_1: 0.2176 (0.2145)  loss_bbox_dn_2: 0.1885 (0.1922)  loss_bbox_dn_3: 0.1831 (0.1851)  loss_bbox_dn_4: 0.1807 (0.1836)  loss_bbox_dn_5: 0.1808 (0.1836)  loss_giou: 0.4019 (0.4823)  loss_giou_aux_0: 0.4508 (0.5074)  loss_giou_aux_1: 0.4259 (0.4927)  loss_giou_aux_2: 0.4103 (0.4878)  loss_giou_aux_3: 0.4032 (0.4841)  loss_giou_aux_4: 0.4005 (0.4829)  loss_giou_aux_5: 0.5208 (0.5760)  loss_giou_dn_0: 0.5690 (0.5987)  loss_giou_dn_1: 0.4623 (0.4930)  loss_giou_dn_2: 0.4367 (0.4636)  loss_giou_dn_3: 0.4279 (0.4549)  loss_giou_dn_4: 0.4226 (0.4529)  loss_giou_dn_5: 0.4233 (0.4531)  loss_vfl: 0.6866 (0.6935)  loss_vfl_aux_0: 0.8081 (0.8061)  loss_vfl_aux_1: 0.7579 (0.7535)  loss_vfl_aux_2: 0.7114 (0.7190)  loss_vfl_aux_3: 0.6995 (0.7035)  loss_vfl_aux_4: 0.6855 (0.6961)  loss_vfl_aux_5: 0.7861 (0.7826)  loss_vfl_dn_0: 0.4517 (0.4593)  loss_vfl_dn_1: 0.3949 (0.3954)  loss_vfl_dn_2: 0.3825 (0.3793)  loss_vfl_dn_3: 0.3743 (0.3717)  loss_vfl_dn_4: 0.3720 (0.3689)  loss_vfl_dn_5: 0.3698 (0.3682)  time: 0.4737  data: 0.0142  max mem: 5654
Epoch: [31]  [3200/7393]  eta: 0:33:35  lr: 0.000010  loss: 17.0555 (16.3548)  loss_bbox: 0.1639 (0.1583)  loss_bbox_aux_0: 0.1778 (0.1724)  loss_bbox_aux_1: 0.1684 (0.1639)  loss_bbox_aux_2: 0.1721 (0.1614)  loss_bbox_aux_3: 0.1688 (0.1593)  loss_bbox_aux_4: 0.1674 (0.1585)  loss_bbox_aux_5: 0.2141 (0.2113)  loss_bbox_dn_0: 0.2729 (0.2842)  loss_bbox_dn_1: 0.2106 (0.2146)  loss_bbox_dn_2: 0.1899 (0.1922)  loss_bbox_dn_3: 0.1856 (0.1851)  loss_bbox_dn_4: 0.1852 (0.1836)  loss_bbox_dn_5: 0.1853 (0.1836)  loss_giou: 0.4928 (0.4820)  loss_giou_aux_0: 0.5003 (0.5070)  loss_giou_aux_1: 0.4941 (0.4924)  loss_giou_aux_2: 0.4973 (0.4874)  loss_giou_aux_3: 0.4934 (0.4838)  loss_giou_aux_4: 0.4898 (0.4826)  loss_giou_aux_5: 0.5608 (0.5756)  loss_giou_dn_0: 0.6234 (0.5986)  loss_giou_dn_1: 0.5225 (0.4930)  loss_giou_dn_2: 0.5016 (0.4635)  loss_giou_dn_3: 0.4943 (0.4549)  loss_giou_dn_4: 0.4944 (0.4528)  loss_giou_dn_5: 0.4945 (0.4530)  loss_vfl: 0.6928 (0.6939)  loss_vfl_aux_0: 0.8105 (0.8066)  loss_vfl_aux_1: 0.7469 (0.7537)  loss_vfl_aux_2: 0.7148 (0.7194)  loss_vfl_aux_3: 0.7074 (0.7039)  loss_vfl_aux_4: 0.6988 (0.6965)  loss_vfl_aux_5: 0.7643 (0.7830)  loss_vfl_dn_0: 0.4627 (0.4593)  loss_vfl_dn_1: 0.4004 (0.3955)  loss_vfl_dn_2: 0.3844 (0.3793)  loss_vfl_dn_3: 0.3780 (0.3717)  loss_vfl_dn_4: 0.3728 (0.3689)  loss_vfl_dn_5: 0.3717 (0.3682)  time: 0.4708  data: 0.0138  max mem: 5654
Epoch: [31]  [3300/7393]  eta: 0:32:46  lr: 0.000010  loss: 16.5620 (16.3486)  loss_bbox: 0.1498 (0.1583)  loss_bbox_aux_0: 0.1579 (0.1722)  loss_bbox_aux_1: 0.1507 (0.1638)  loss_bbox_aux_2: 0.1500 (0.1613)  loss_bbox_aux_3: 0.1457 (0.1591)  loss_bbox_aux_4: 0.1470 (0.1584)  loss_bbox_aux_5: 0.1975 (0.2111)  loss_bbox_dn_0: 0.2492 (0.2841)  loss_bbox_dn_1: 0.1795 (0.2145)  loss_bbox_dn_2: 0.1548 (0.1921)  loss_bbox_dn_3: 0.1514 (0.1851)  loss_bbox_dn_4: 0.1509 (0.1836)  loss_bbox_dn_5: 0.1510 (0.1835)  loss_giou: 0.4552 (0.4816)  loss_giou_aux_0: 0.4752 (0.5066)  loss_giou_aux_1: 0.4483 (0.4920)  loss_giou_aux_2: 0.4489 (0.4870)  loss_giou_aux_3: 0.4598 (0.4834)  loss_giou_aux_4: 0.4607 (0.4822)  loss_giou_aux_5: 0.5369 (0.5752)  loss_giou_dn_0: 0.5927 (0.5983)  loss_giou_dn_1: 0.4815 (0.4926)  loss_giou_dn_2: 0.4540 (0.4632)  loss_giou_dn_3: 0.4414 (0.4545)  loss_giou_dn_4: 0.4394 (0.4525)  loss_giou_dn_5: 0.4393 (0.4526)  loss_vfl: 0.6816 (0.6939)  loss_vfl_aux_0: 0.7903 (0.8067)  loss_vfl_aux_1: 0.7328 (0.7536)  loss_vfl_aux_2: 0.7193 (0.7195)  loss_vfl_aux_3: 0.7006 (0.7039)  loss_vfl_aux_4: 0.6730 (0.6964)  loss_vfl_aux_5: 0.8057 (0.7832)  loss_vfl_dn_0: 0.4565 (0.4593)  loss_vfl_dn_1: 0.3978 (0.3954)  loss_vfl_dn_2: 0.3796 (0.3793)  loss_vfl_dn_3: 0.3717 (0.3716)  loss_vfl_dn_4: 0.3695 (0.3689)  loss_vfl_dn_5: 0.3679 (0.3681)  time: 0.4811  data: 0.0143  max mem: 5654
Epoch: [31]  [3400/7393]  eta: 0:31:57  lr: 0.000010  loss: 16.2424 (16.3441)  loss_bbox: 0.1625 (0.1583)  loss_bbox_aux_0: 0.1720 (0.1723)  loss_bbox_aux_1: 0.1647 (0.1639)  loss_bbox_aux_2: 0.1685 (0.1613)  loss_bbox_aux_3: 0.1673 (0.1592)  loss_bbox_aux_4: 0.1614 (0.1585)  loss_bbox_aux_5: 0.2052 (0.2112)  loss_bbox_dn_0: 0.2770 (0.2842)  loss_bbox_dn_1: 0.2048 (0.2145)  loss_bbox_dn_2: 0.1908 (0.1921)  loss_bbox_dn_3: 0.1804 (0.1851)  loss_bbox_dn_4: 0.1770 (0.1836)  loss_bbox_dn_5: 0.1770 (0.1836)  loss_giou: 0.4627 (0.4813)  loss_giou_aux_0: 0.4730 (0.5064)  loss_giou_aux_1: 0.4586 (0.4917)  loss_giou_aux_2: 0.4692 (0.4867)  loss_giou_aux_3: 0.4722 (0.4831)  loss_giou_aux_4: 0.4616 (0.4819)  loss_giou_aux_5: 0.5314 (0.5749)  loss_giou_dn_0: 0.5584 (0.5980)  loss_giou_dn_1: 0.4610 (0.4923)  loss_giou_dn_2: 0.4303 (0.4628)  loss_giou_dn_3: 0.4211 (0.4542)  loss_giou_dn_4: 0.4184 (0.4522)  loss_giou_dn_5: 0.4184 (0.4523)  loss_vfl: 0.6641 (0.6938)  loss_vfl_aux_0: 0.7837 (0.8065)  loss_vfl_aux_1: 0.7243 (0.7534)  loss_vfl_aux_2: 0.6852 (0.7193)  loss_vfl_aux_3: 0.6566 (0.7038)  loss_vfl_aux_4: 0.6643 (0.6963)  loss_vfl_aux_5: 0.7724 (0.7832)  loss_vfl_dn_0: 0.4556 (0.4593)  loss_vfl_dn_1: 0.3950 (0.3953)  loss_vfl_dn_2: 0.3783 (0.3792)  loss_vfl_dn_3: 0.3693 (0.3715)  loss_vfl_dn_4: 0.3660 (0.3688)  loss_vfl_dn_5: 0.3665 (0.3680)  time: 0.4773  data: 0.0143  max mem: 5654
Epoch: [31]  [3500/7393]  eta: 0:31:09  lr: 0.000010  loss: 15.9500 (16.3437)  loss_bbox: 0.1528 (0.1583)  loss_bbox_aux_0: 0.1695 (0.1723)  loss_bbox_aux_1: 0.1540 (0.1639)  loss_bbox_aux_2: 0.1563 (0.1613)  loss_bbox_aux_3: 0.1508 (0.1592)  loss_bbox_aux_4: 0.1508 (0.1584)  loss_bbox_aux_5: 0.2105 (0.2113)  loss_bbox_dn_0: 0.3028 (0.2842)  loss_bbox_dn_1: 0.2243 (0.2145)  loss_bbox_dn_2: 0.1954 (0.1922)  loss_bbox_dn_3: 0.1837 (0.1851)  loss_bbox_dn_4: 0.1811 (0.1836)  loss_bbox_dn_5: 0.1815 (0.1836)  loss_giou: 0.4515 (0.4812)  loss_giou_aux_0: 0.4578 (0.5062)  loss_giou_aux_1: 0.4615 (0.4916)  loss_giou_aux_2: 0.4430 (0.4865)  loss_giou_aux_3: 0.4479 (0.4830)  loss_giou_aux_4: 0.4514 (0.4818)  loss_giou_aux_5: 0.5472 (0.5748)  loss_giou_dn_0: 0.5770 (0.5979)  loss_giou_dn_1: 0.4778 (0.4923)  loss_giou_dn_2: 0.4465 (0.4628)  loss_giou_dn_3: 0.4390 (0.4542)  loss_giou_dn_4: 0.4351 (0.4522)  loss_giou_dn_5: 0.4350 (0.4523)  loss_vfl: 0.6939 (0.6941)  loss_vfl_aux_0: 0.7771 (0.8065)  loss_vfl_aux_1: 0.7202 (0.7535)  loss_vfl_aux_2: 0.7163 (0.7196)  loss_vfl_aux_3: 0.6853 (0.7041)  loss_vfl_aux_4: 0.6898 (0.6966)  loss_vfl_aux_5: 0.7537 (0.7830)  loss_vfl_dn_0: 0.4553 (0.4592)  loss_vfl_dn_1: 0.3878 (0.3953)  loss_vfl_dn_2: 0.3713 (0.3791)  loss_vfl_dn_3: 0.3669 (0.3715)  loss_vfl_dn_4: 0.3635 (0.3687)  loss_vfl_dn_5: 0.3641 (0.3680)  time: 0.4730  data: 0.0139  max mem: 5654
Epoch: [31]  [3600/7393]  eta: 0:30:20  lr: 0.000010  loss: 16.3102 (16.3485)  loss_bbox: 0.1423 (0.1584)  loss_bbox_aux_0: 0.1583 (0.1724)  loss_bbox_aux_1: 0.1511 (0.1639)  loss_bbox_aux_2: 0.1519 (0.1614)  loss_bbox_aux_3: 0.1482 (0.1593)  loss_bbox_aux_4: 0.1423 (0.1586)  loss_bbox_aux_5: 0.1962 (0.2113)  loss_bbox_dn_0: 0.2743 (0.2842)  loss_bbox_dn_1: 0.1939 (0.2145)  loss_bbox_dn_2: 0.1746 (0.1921)  loss_bbox_dn_3: 0.1641 (0.1851)  loss_bbox_dn_4: 0.1617 (0.1836)  loss_bbox_dn_5: 0.1617 (0.1836)  loss_giou: 0.4947 (0.4815)  loss_giou_aux_0: 0.5153 (0.5066)  loss_giou_aux_1: 0.4840 (0.4920)  loss_giou_aux_2: 0.4832 (0.4869)  loss_giou_aux_3: 0.4881 (0.4834)  loss_giou_aux_4: 0.4909 (0.4821)  loss_giou_aux_5: 0.5858 (0.5751)  loss_giou_dn_0: 0.5959 (0.5981)  loss_giou_dn_1: 0.4897 (0.4924)  loss_giou_dn_2: 0.4665 (0.4630)  loss_giou_dn_3: 0.4623 (0.4544)  loss_giou_dn_4: 0.4603 (0.4524)  loss_giou_dn_5: 0.4605 (0.4525)  loss_vfl: 0.6781 (0.6943)  loss_vfl_aux_0: 0.7711 (0.8064)  loss_vfl_aux_1: 0.7231 (0.7537)  loss_vfl_aux_2: 0.7058 (0.7197)  loss_vfl_aux_3: 0.6823 (0.7042)  loss_vfl_aux_4: 0.6850 (0.6969)  loss_vfl_aux_5: 0.7510 (0.7828)  loss_vfl_dn_0: 0.4589 (0.4592)  loss_vfl_dn_1: 0.3959 (0.3953)  loss_vfl_dn_2: 0.3785 (0.3791)  loss_vfl_dn_3: 0.3689 (0.3715)  loss_vfl_dn_4: 0.3656 (0.3687)  loss_vfl_dn_5: 0.3636 (0.3680)  time: 0.4857  data: 0.0144  max mem: 5654
Epoch: [31]  [3700/7393]  eta: 0:29:33  lr: 0.000010  loss: 16.2217 (16.3532)  loss_bbox: 0.1500 (0.1585)  loss_bbox_aux_0: 0.1570 (0.1725)  loss_bbox_aux_1: 0.1507 (0.1640)  loss_bbox_aux_2: 0.1483 (0.1614)  loss_bbox_aux_3: 0.1487 (0.1593)  loss_bbox_aux_4: 0.1472 (0.1586)  loss_bbox_aux_5: 0.2039 (0.2114)  loss_bbox_dn_0: 0.2986 (0.2841)  loss_bbox_dn_1: 0.2134 (0.2145)  loss_bbox_dn_2: 0.1909 (0.1921)  loss_bbox_dn_3: 0.1821 (0.1851)  loss_bbox_dn_4: 0.1815 (0.1836)  loss_bbox_dn_5: 0.1816 (0.1836)  loss_giou: 0.4702 (0.4819)  loss_giou_aux_0: 0.4891 (0.5070)  loss_giou_aux_1: 0.4787 (0.4924)  loss_giou_aux_2: 0.4710 (0.4872)  loss_giou_aux_3: 0.4599 (0.4837)  loss_giou_aux_4: 0.4672 (0.4825)  loss_giou_aux_5: 0.5571 (0.5756)  loss_giou_dn_0: 0.5896 (0.5983)  loss_giou_dn_1: 0.4855 (0.4927)  loss_giou_dn_2: 0.4521 (0.4632)  loss_giou_dn_3: 0.4428 (0.4546)  loss_giou_dn_4: 0.4400 (0.4526)  loss_giou_dn_5: 0.4400 (0.4528)  loss_vfl: 0.6649 (0.6944)  loss_vfl_aux_0: 0.7737 (0.8062)  loss_vfl_aux_1: 0.7235 (0.7536)  loss_vfl_aux_2: 0.6900 (0.7199)  loss_vfl_aux_3: 0.6893 (0.7043)  loss_vfl_aux_4: 0.6767 (0.6969)  loss_vfl_aux_5: 0.7640 (0.7826)  loss_vfl_dn_0: 0.4563 (0.4592)  loss_vfl_dn_1: 0.3894 (0.3953)  loss_vfl_dn_2: 0.3758 (0.3792)  loss_vfl_dn_3: 0.3664 (0.3716)  loss_vfl_dn_4: 0.3655 (0.3688)  loss_vfl_dn_5: 0.3660 (0.3681)  time: 0.4806  data: 0.0142  max mem: 5654
Epoch: [31]  [3800/7393]  eta: 0:28:49  lr: 0.000010  loss: 16.0309 (16.3547)  loss_bbox: 0.1505 (0.1586)  loss_bbox_aux_0: 0.1585 (0.1726)  loss_bbox_aux_1: 0.1525 (0.1641)  loss_bbox_aux_2: 0.1511 (0.1615)  loss_bbox_aux_3: 0.1479 (0.1594)  loss_bbox_aux_4: 0.1498 (0.1587)  loss_bbox_aux_5: 0.1922 (0.2115)  loss_bbox_dn_0: 0.2559 (0.2841)  loss_bbox_dn_1: 0.1910 (0.2145)  loss_bbox_dn_2: 0.1758 (0.1921)  loss_bbox_dn_3: 0.1714 (0.1851)  loss_bbox_dn_4: 0.1695 (0.1836)  loss_bbox_dn_5: 0.1695 (0.1836)  loss_giou: 0.4260 (0.4821)  loss_giou_aux_0: 0.4629 (0.5072)  loss_giou_aux_1: 0.4458 (0.4926)  loss_giou_aux_2: 0.4319 (0.4874)  loss_giou_aux_3: 0.4330 (0.4839)  loss_giou_aux_4: 0.4297 (0.4827)  loss_giou_aux_5: 0.5190 (0.5756)  loss_giou_dn_0: 0.5809 (0.5985)  loss_giou_dn_1: 0.4767 (0.4929)  loss_giou_dn_2: 0.4419 (0.4634)  loss_giou_dn_3: 0.4315 (0.4549)  loss_giou_dn_4: 0.4255 (0.4528)  loss_giou_dn_5: 0.4257 (0.4530)  loss_vfl: 0.6664 (0.6940)  loss_vfl_aux_0: 0.7501 (0.8060)  loss_vfl_aux_1: 0.7246 (0.7534)  loss_vfl_aux_2: 0.6905 (0.7197)  loss_vfl_aux_3: 0.6868 (0.7042)  loss_vfl_aux_4: 0.6767 (0.6966)  loss_vfl_aux_5: 0.7503 (0.7826)  loss_vfl_dn_0: 0.4591 (0.4592)  loss_vfl_dn_1: 0.3963 (0.3953)  loss_vfl_dn_2: 0.3829 (0.3792)  loss_vfl_dn_3: 0.3751 (0.3716)  loss_vfl_dn_4: 0.3714 (0.3688)  loss_vfl_dn_5: 0.3690 (0.3681)  time: 0.7501  data: 0.0139  max mem: 5654
Epoch: [31]  [3900/7393]  eta: 0:28:06  lr: 0.000010  loss: 16.7216 (16.3564)  loss_bbox: 0.1598 (0.1587)  loss_bbox_aux_0: 0.1694 (0.1726)  loss_bbox_aux_1: 0.1672 (0.1642)  loss_bbox_aux_2: 0.1663 (0.1616)  loss_bbox_aux_3: 0.1612 (0.1594)  loss_bbox_aux_4: 0.1628 (0.1588)  loss_bbox_aux_5: 0.2086 (0.2116)  loss_bbox_dn_0: 0.2767 (0.2842)  loss_bbox_dn_1: 0.1988 (0.2147)  loss_bbox_dn_2: 0.1856 (0.1923)  loss_bbox_dn_3: 0.1804 (0.1853)  loss_bbox_dn_4: 0.1790 (0.1837)  loss_bbox_dn_5: 0.1790 (0.1837)  loss_giou: 0.4752 (0.4821)  loss_giou_aux_0: 0.5054 (0.5072)  loss_giou_aux_1: 0.4935 (0.4927)  loss_giou_aux_2: 0.4942 (0.4875)  loss_giou_aux_3: 0.4724 (0.4839)  loss_giou_aux_4: 0.4756 (0.4827)  loss_giou_aux_5: 0.5452 (0.5757)  loss_giou_dn_0: 0.5826 (0.5984)  loss_giou_dn_1: 0.4874 (0.4928)  loss_giou_dn_2: 0.4600 (0.4634)  loss_giou_dn_3: 0.4548 (0.4548)  loss_giou_dn_4: 0.4523 (0.4527)  loss_giou_dn_5: 0.4521 (0.4529)  loss_vfl: 0.6758 (0.6941)  loss_vfl_aux_0: 0.7954 (0.8059)  loss_vfl_aux_1: 0.7286 (0.7534)  loss_vfl_aux_2: 0.7224 (0.7198)  loss_vfl_aux_3: 0.6874 (0.7043)  loss_vfl_aux_4: 0.6815 (0.6967)  loss_vfl_aux_5: 0.7557 (0.7826)  loss_vfl_dn_0: 0.4595 (0.4592)  loss_vfl_dn_1: 0.3981 (0.3953)  loss_vfl_dn_2: 0.3845 (0.3792)  loss_vfl_dn_3: 0.3751 (0.3716)  loss_vfl_dn_4: 0.3740 (0.3688)  loss_vfl_dn_5: 0.3729 (0.3681)  time: 0.4674  data: 0.0144  max mem: 5654
Epoch: [31]  [4000/7393]  eta: 0:27:17  lr: 0.000010  loss: 17.0025 (16.3568)  loss_bbox: 0.1608 (0.1586)  loss_bbox_aux_0: 0.1697 (0.1726)  loss_bbox_aux_1: 0.1652 (0.1642)  loss_bbox_aux_2: 0.1678 (0.1615)  loss_bbox_aux_3: 0.1616 (0.1594)  loss_bbox_aux_4: 0.1609 (0.1587)  loss_bbox_aux_5: 0.2080 (0.2116)  loss_bbox_dn_0: 0.3058 (0.2841)  loss_bbox_dn_1: 0.2261 (0.2146)  loss_bbox_dn_2: 0.2008 (0.1922)  loss_bbox_dn_3: 0.1940 (0.1852)  loss_bbox_dn_4: 0.1929 (0.1837)  loss_bbox_dn_5: 0.1929 (0.1837)  loss_giou: 0.4909 (0.4823)  loss_giou_aux_0: 0.5044 (0.5075)  loss_giou_aux_1: 0.4977 (0.4929)  loss_giou_aux_2: 0.4902 (0.4877)  loss_giou_aux_3: 0.4883 (0.4841)  loss_giou_aux_4: 0.4851 (0.4829)  loss_giou_aux_5: 0.5974 (0.5759)  loss_giou_dn_0: 0.6065 (0.5984)  loss_giou_dn_1: 0.5135 (0.4929)  loss_giou_dn_2: 0.4715 (0.4635)  loss_giou_dn_3: 0.4626 (0.4549)  loss_giou_dn_4: 0.4577 (0.4529)  loss_giou_dn_5: 0.4579 (0.4530)  loss_vfl: 0.7173 (0.6941)  loss_vfl_aux_0: 0.8602 (0.8056)  loss_vfl_aux_1: 0.7857 (0.7531)  loss_vfl_aux_2: 0.7561 (0.7197)  loss_vfl_aux_3: 0.7311 (0.7042)  loss_vfl_aux_4: 0.7316 (0.6966)  loss_vfl_aux_5: 0.8143 (0.7824)  loss_vfl_dn_0: 0.4581 (0.4591)  loss_vfl_dn_1: 0.3958 (0.3953)  loss_vfl_dn_2: 0.3804 (0.3791)  loss_vfl_dn_3: 0.3731 (0.3715)  loss_vfl_dn_4: 0.3683 (0.3688)  loss_vfl_dn_5: 0.3689 (0.3681)  time: 0.4763  data: 0.0140  max mem: 5654
Epoch: [31]  [4100/7393]  eta: 0:26:29  lr: 0.000010  loss: 16.5488 (16.3605)  loss_bbox: 0.1511 (0.1586)  loss_bbox_aux_0: 0.1638 (0.1727)  loss_bbox_aux_1: 0.1550 (0.1643)  loss_bbox_aux_2: 0.1570 (0.1615)  loss_bbox_aux_3: 0.1563 (0.1594)  loss_bbox_aux_4: 0.1514 (0.1587)  loss_bbox_aux_5: 0.1984 (0.2116)  loss_bbox_dn_0: 0.2553 (0.2842)  loss_bbox_dn_1: 0.1896 (0.2147)  loss_bbox_dn_2: 0.1736 (0.1923)  loss_bbox_dn_3: 0.1672 (0.1853)  loss_bbox_dn_4: 0.1656 (0.1838)  loss_bbox_dn_5: 0.1656 (0.1838)  loss_giou: 0.5571 (0.4827)  loss_giou_aux_0: 0.5696 (0.5079)  loss_giou_aux_1: 0.5534 (0.4933)  loss_giou_aux_2: 0.5540 (0.4879)  loss_giou_aux_3: 0.5550 (0.4844)  loss_giou_aux_4: 0.5549 (0.4832)  loss_giou_aux_5: 0.6283 (0.5763)  loss_giou_dn_0: 0.6221 (0.5986)  loss_giou_dn_1: 0.5268 (0.4931)  loss_giou_dn_2: 0.5015 (0.4637)  loss_giou_dn_3: 0.4947 (0.4551)  loss_giou_dn_4: 0.4947 (0.4530)  loss_giou_dn_5: 0.4947 (0.4532)  loss_vfl: 0.6747 (0.6940)  loss_vfl_aux_0: 0.7798 (0.8055)  loss_vfl_aux_1: 0.7114 (0.7529)  loss_vfl_aux_2: 0.6927 (0.7197)  loss_vfl_aux_3: 0.6751 (0.7042)  loss_vfl_aux_4: 0.6658 (0.6966)  loss_vfl_aux_5: 0.7619 (0.7824)  loss_vfl_dn_0: 0.4617 (0.4591)  loss_vfl_dn_1: 0.3926 (0.3952)  loss_vfl_dn_2: 0.3769 (0.3791)  loss_vfl_dn_3: 0.3698 (0.3715)  loss_vfl_dn_4: 0.3676 (0.3688)  loss_vfl_dn_5: 0.3661 (0.3680)  time: 0.4857  data: 0.0147  max mem: 5654
Epoch: [31]  [4200/7393]  eta: 0:25:39  lr: 0.000010  loss: 16.5732 (16.3609)  loss_bbox: 0.1567 (0.1586)  loss_bbox_aux_0: 0.1626 (0.1726)  loss_bbox_aux_1: 0.1660 (0.1642)  loss_bbox_aux_2: 0.1589 (0.1614)  loss_bbox_aux_3: 0.1528 (0.1594)  loss_bbox_aux_4: 0.1530 (0.1587)  loss_bbox_aux_5: 0.1952 (0.2115)  loss_bbox_dn_0: 0.2532 (0.2840)  loss_bbox_dn_1: 0.1932 (0.2146)  loss_bbox_dn_2: 0.1702 (0.1922)  loss_bbox_dn_3: 0.1635 (0.1852)  loss_bbox_dn_4: 0.1630 (0.1837)  loss_bbox_dn_5: 0.1630 (0.1837)  loss_giou: 0.5143 (0.4830)  loss_giou_aux_0: 0.5117 (0.5081)  loss_giou_aux_1: 0.5134 (0.4936)  loss_giou_aux_2: 0.5165 (0.4882)  loss_giou_aux_3: 0.5166 (0.4847)  loss_giou_aux_4: 0.5190 (0.4835)  loss_giou_aux_5: 0.5917 (0.5766)  loss_giou_dn_0: 0.6176 (0.5987)  loss_giou_dn_1: 0.5173 (0.4932)  loss_giou_dn_2: 0.4861 (0.4638)  loss_giou_dn_3: 0.4804 (0.4553)  loss_giou_dn_4: 0.4778 (0.4532)  loss_giou_dn_5: 0.4781 (0.4534)  loss_vfl: 0.6786 (0.6938)  loss_vfl_aux_0: 0.7903 (0.8054)  loss_vfl_aux_1: 0.7260 (0.7527)  loss_vfl_aux_2: 0.6875 (0.7195)  loss_vfl_aux_3: 0.6984 (0.7040)  loss_vfl_aux_4: 0.6837 (0.6964)  loss_vfl_aux_5: 0.7661 (0.7823)  loss_vfl_dn_0: 0.4566 (0.4591)  loss_vfl_dn_1: 0.3947 (0.3952)  loss_vfl_dn_2: 0.3790 (0.3791)  loss_vfl_dn_3: 0.3712 (0.3715)  loss_vfl_dn_4: 0.3668 (0.3688)  loss_vfl_dn_5: 0.3662 (0.3680)  time: 0.4678  data: 0.0145  max mem: 5654
Epoch: [31]  [4300/7393]  eta: 0:24:51  lr: 0.000010  loss: 16.4649 (16.3551)  loss_bbox: 0.1568 (0.1586)  loss_bbox_aux_0: 0.1666 (0.1725)  loss_bbox_aux_1: 0.1671 (0.1641)  loss_bbox_aux_2: 0.1618 (0.1613)  loss_bbox_aux_3: 0.1550 (0.1593)  loss_bbox_aux_4: 0.1556 (0.1587)  loss_bbox_aux_5: 0.2091 (0.2114)  loss_bbox_dn_0: 0.2712 (0.2839)  loss_bbox_dn_1: 0.2007 (0.2145)  loss_bbox_dn_2: 0.1754 (0.1921)  loss_bbox_dn_3: 0.1703 (0.1851)  loss_bbox_dn_4: 0.1713 (0.1836)  loss_bbox_dn_5: 0.1714 (0.1836)  loss_giou: 0.4903 (0.4829)  loss_giou_aux_0: 0.5139 (0.5080)  loss_giou_aux_1: 0.4983 (0.4935)  loss_giou_aux_2: 0.4859 (0.4881)  loss_giou_aux_3: 0.4887 (0.4846)  loss_giou_aux_4: 0.4864 (0.4834)  loss_giou_aux_5: 0.5875 (0.5764)  loss_giou_dn_0: 0.6161 (0.5985)  loss_giou_dn_1: 0.5003 (0.4930)  loss_giou_dn_2: 0.4709 (0.4636)  loss_giou_dn_3: 0.4567 (0.4551)  loss_giou_dn_4: 0.4560 (0.4530)  loss_giou_dn_5: 0.4560 (0.4532)  loss_vfl: 0.6889 (0.6934)  loss_vfl_aux_0: 0.7728 (0.8051)  loss_vfl_aux_1: 0.7218 (0.7522)  loss_vfl_aux_2: 0.6919 (0.7192)  loss_vfl_aux_3: 0.7005 (0.7037)  loss_vfl_aux_4: 0.6886 (0.6960)  loss_vfl_aux_5: 0.7559 (0.7822)  loss_vfl_dn_0: 0.4458 (0.4591)  loss_vfl_dn_1: 0.3911 (0.3952)  loss_vfl_dn_2: 0.3745 (0.3790)  loss_vfl_dn_3: 0.3655 (0.3714)  loss_vfl_dn_4: 0.3637 (0.3687)  loss_vfl_dn_5: 0.3611 (0.3679)  time: 0.4780  data: 0.0141  max mem: 5654
Epoch: [31]  [4400/7393]  eta: 0:24:03  lr: 0.000010  loss: 16.7313 (16.3572)  loss_bbox: 0.1635 (0.1586)  loss_bbox_aux_0: 0.1798 (0.1725)  loss_bbox_aux_1: 0.1727 (0.1641)  loss_bbox_aux_2: 0.1651 (0.1613)  loss_bbox_aux_3: 0.1651 (0.1593)  loss_bbox_aux_4: 0.1653 (0.1587)  loss_bbox_aux_5: 0.2208 (0.2114)  loss_bbox_dn_0: 0.2748 (0.2837)  loss_bbox_dn_1: 0.2175 (0.2144)  loss_bbox_dn_2: 0.1941 (0.1920)  loss_bbox_dn_3: 0.1873 (0.1850)  loss_bbox_dn_4: 0.1862 (0.1835)  loss_bbox_dn_5: 0.1862 (0.1835)  loss_giou: 0.5027 (0.4831)  loss_giou_aux_0: 0.5251 (0.5083)  loss_giou_aux_1: 0.5087 (0.4937)  loss_giou_aux_2: 0.5043 (0.4883)  loss_giou_aux_3: 0.5021 (0.4848)  loss_giou_aux_4: 0.4945 (0.4837)  loss_giou_aux_5: 0.5905 (0.5767)  loss_giou_dn_0: 0.6165 (0.5987)  loss_giou_dn_1: 0.5124 (0.4932)  loss_giou_dn_2: 0.4887 (0.4638)  loss_giou_dn_3: 0.4774 (0.4553)  loss_giou_dn_4: 0.4699 (0.4532)  loss_giou_dn_5: 0.4699 (0.4534)  loss_vfl: 0.6872 (0.6934)  loss_vfl_aux_0: 0.8009 (0.8049)  loss_vfl_aux_1: 0.7366 (0.7522)  loss_vfl_aux_2: 0.7435 (0.7192)  loss_vfl_aux_3: 0.7061 (0.7037)  loss_vfl_aux_4: 0.7003 (0.6960)  loss_vfl_aux_5: 0.7854 (0.7821)  loss_vfl_dn_0: 0.4656 (0.4591)  loss_vfl_dn_1: 0.4003 (0.3952)  loss_vfl_dn_2: 0.3825 (0.3790)  loss_vfl_dn_3: 0.3706 (0.3714)  loss_vfl_dn_4: 0.3688 (0.3687)  loss_vfl_dn_5: 0.3685 (0.3680)  time: 0.4813  data: 0.0139  max mem: 5654
Epoch: [31]  [4500/7393]  eta: 0:23:14  lr: 0.000010  loss: 17.1309 (16.3618)  loss_bbox: 0.1587 (0.1586)  loss_bbox_aux_0: 0.1591 (0.1725)  loss_bbox_aux_1: 0.1527 (0.1641)  loss_bbox_aux_2: 0.1583 (0.1613)  loss_bbox_aux_3: 0.1557 (0.1593)  loss_bbox_aux_4: 0.1567 (0.1587)  loss_bbox_aux_5: 0.1989 (0.2114)  loss_bbox_dn_0: 0.2678 (0.2837)  loss_bbox_dn_1: 0.1988 (0.2144)  loss_bbox_dn_2: 0.1770 (0.1920)  loss_bbox_dn_3: 0.1716 (0.1850)  loss_bbox_dn_4: 0.1696 (0.1835)  loss_bbox_dn_5: 0.1698 (0.1835)  loss_giou: 0.5296 (0.4835)  loss_giou_aux_0: 0.5550 (0.5086)  loss_giou_aux_1: 0.5405 (0.4941)  loss_giou_aux_2: 0.5229 (0.4886)  loss_giou_aux_3: 0.5297 (0.4851)  loss_giou_aux_4: 0.5191 (0.4840)  loss_giou_aux_5: 0.6045 (0.5771)  loss_giou_dn_0: 0.6391 (0.5989)  loss_giou_dn_1: 0.5421 (0.4935)  loss_giou_dn_2: 0.5172 (0.4641)  loss_giou_dn_3: 0.5119 (0.4556)  loss_giou_dn_4: 0.5105 (0.4535)  loss_giou_dn_5: 0.5104 (0.4537)  loss_vfl: 0.6988 (0.6935)  loss_vfl_aux_0: 0.8236 (0.8048)  loss_vfl_aux_1: 0.7542 (0.7522)  loss_vfl_aux_2: 0.7284 (0.7193)  loss_vfl_aux_3: 0.7027 (0.7038)  loss_vfl_aux_4: 0.7087 (0.6962)  loss_vfl_aux_5: 0.7824 (0.7819)  loss_vfl_dn_0: 0.4578 (0.4591)  loss_vfl_dn_1: 0.3976 (0.3952)  loss_vfl_dn_2: 0.3845 (0.3791)  loss_vfl_dn_3: 0.3770 (0.3715)  loss_vfl_dn_4: 0.3749 (0.3688)  loss_vfl_dn_5: 0.3738 (0.3680)  time: 0.4733  data: 0.0143  max mem: 5654
Epoch: [31]  [4600/7393]  eta: 0:22:25  lr: 0.000010  loss: 15.9815 (16.3597)  loss_bbox: 0.1538 (0.1587)  loss_bbox_aux_0: 0.1754 (0.1726)  loss_bbox_aux_1: 0.1522 (0.1642)  loss_bbox_aux_2: 0.1522 (0.1614)  loss_bbox_aux_3: 0.1453 (0.1594)  loss_bbox_aux_4: 0.1524 (0.1588)  loss_bbox_aux_5: 0.2072 (0.2115)  loss_bbox_dn_0: 0.2915 (0.2838)  loss_bbox_dn_1: 0.2051 (0.2145)  loss_bbox_dn_2: 0.1720 (0.1921)  loss_bbox_dn_3: 0.1604 (0.1851)  loss_bbox_dn_4: 0.1592 (0.1836)  loss_bbox_dn_5: 0.1593 (0.1836)  loss_giou: 0.4393 (0.4834)  loss_giou_aux_0: 0.4764 (0.5086)  loss_giou_aux_1: 0.4684 (0.4940)  loss_giou_aux_2: 0.4436 (0.4885)  loss_giou_aux_3: 0.4481 (0.4850)  loss_giou_aux_4: 0.4420 (0.4839)  loss_giou_aux_5: 0.5487 (0.5768)  loss_giou_dn_0: 0.5708 (0.5988)  loss_giou_dn_1: 0.4732 (0.4934)  loss_giou_dn_2: 0.4423 (0.4639)  loss_giou_dn_3: 0.4276 (0.4554)  loss_giou_dn_4: 0.4188 (0.4534)  loss_giou_dn_5: 0.4189 (0.4535)  loss_vfl: 0.7159 (0.6933)  loss_vfl_aux_0: 0.7895 (0.8046)  loss_vfl_aux_1: 0.7541 (0.7520)  loss_vfl_aux_2: 0.7133 (0.7193)  loss_vfl_aux_3: 0.7156 (0.7036)  loss_vfl_aux_4: 0.7124 (0.6960)  loss_vfl_aux_5: 0.7973 (0.7819)  loss_vfl_dn_0: 0.4597 (0.4591)  loss_vfl_dn_1: 0.3908 (0.3951)  loss_vfl_dn_2: 0.3744 (0.3790)  loss_vfl_dn_3: 0.3682 (0.3714)  loss_vfl_dn_4: 0.3653 (0.3687)  loss_vfl_dn_5: 0.3626 (0.3680)  time: 0.4740  data: 0.0141  max mem: 5654
Epoch: [31]  [4700/7393]  eta: 0:21:37  lr: 0.000010  loss: 15.7955 (16.3626)  loss_bbox: 0.1604 (0.1588)  loss_bbox_aux_0: 0.1683 (0.1727)  loss_bbox_aux_1: 0.1599 (0.1642)  loss_bbox_aux_2: 0.1606 (0.1615)  loss_bbox_aux_3: 0.1542 (0.1595)  loss_bbox_aux_4: 0.1586 (0.1589)  loss_bbox_aux_5: 0.2095 (0.2116)  loss_bbox_dn_0: 0.2709 (0.2841)  loss_bbox_dn_1: 0.2060 (0.2147)  loss_bbox_dn_2: 0.1869 (0.1923)  loss_bbox_dn_3: 0.1838 (0.1853)  loss_bbox_dn_4: 0.1828 (0.1838)  loss_bbox_dn_5: 0.1827 (0.1838)  loss_giou: 0.4148 (0.4832)  loss_giou_aux_0: 0.4369 (0.5084)  loss_giou_aux_1: 0.4340 (0.4938)  loss_giou_aux_2: 0.4163 (0.4883)  loss_giou_aux_3: 0.4126 (0.4848)  loss_giou_aux_4: 0.4146 (0.4837)  loss_giou_aux_5: 0.5099 (0.5767)  loss_giou_dn_0: 0.5649 (0.5988)  loss_giou_dn_1: 0.4521 (0.4934)  loss_giou_dn_2: 0.4304 (0.4640)  loss_giou_dn_3: 0.4219 (0.4554)  loss_giou_dn_4: 0.4214 (0.4534)  loss_giou_dn_5: 0.4219 (0.4536)  loss_vfl: 0.6951 (0.6935)  loss_vfl_aux_0: 0.7860 (0.8047)  loss_vfl_aux_1: 0.7250 (0.7522)  loss_vfl_aux_2: 0.6967 (0.7195)  loss_vfl_aux_3: 0.6922 (0.7038)  loss_vfl_aux_4: 0.6873 (0.6962)  loss_vfl_aux_5: 0.7962 (0.7822)  loss_vfl_dn_0: 0.4542 (0.4591)  loss_vfl_dn_1: 0.3972 (0.3952)  loss_vfl_dn_2: 0.3796 (0.3791)  loss_vfl_dn_3: 0.3668 (0.3715)  loss_vfl_dn_4: 0.3629 (0.3688)  loss_vfl_dn_5: 0.3613 (0.3680)  time: 0.4909  data: 0.0142  max mem: 5654
Epoch: [31]  [4800/7393]  eta: 0:20:48  lr: 0.000010  loss: 17.0066 (16.3669)  loss_bbox: 0.1507 (0.1590)  loss_bbox_aux_0: 0.1680 (0.1727)  loss_bbox_aux_1: 0.1546 (0.1643)  loss_bbox_aux_2: 0.1615 (0.1616)  loss_bbox_aux_3: 0.1505 (0.1596)  loss_bbox_aux_4: 0.1494 (0.1590)  loss_bbox_aux_5: 0.2153 (0.2117)  loss_bbox_dn_0: 0.2653 (0.2839)  loss_bbox_dn_1: 0.2071 (0.2146)  loss_bbox_dn_2: 0.1845 (0.1922)  loss_bbox_dn_3: 0.1771 (0.1853)  loss_bbox_dn_4: 0.1753 (0.1838)  loss_bbox_dn_5: 0.1753 (0.1837)  loss_giou: 0.5102 (0.4837)  loss_giou_aux_0: 0.5327 (0.5089)  loss_giou_aux_1: 0.5160 (0.4943)  loss_giou_aux_2: 0.5132 (0.4888)  loss_giou_aux_3: 0.5110 (0.4853)  loss_giou_aux_4: 0.5093 (0.4842)  loss_giou_aux_5: 0.6015 (0.5772)  loss_giou_dn_0: 0.6293 (0.5990)  loss_giou_dn_1: 0.5189 (0.4937)  loss_giou_dn_2: 0.4883 (0.4643)  loss_giou_dn_3: 0.4792 (0.4558)  loss_giou_dn_4: 0.4768 (0.4537)  loss_giou_dn_5: 0.4767 (0.4539)  loss_vfl: 0.7090 (0.6934)  loss_vfl_aux_0: 0.7887 (0.8044)  loss_vfl_aux_1: 0.7493 (0.7521)  loss_vfl_aux_2: 0.7335 (0.7193)  loss_vfl_aux_3: 0.7246 (0.7037)  loss_vfl_aux_4: 0.7158 (0.6962)  loss_vfl_aux_5: 0.7403 (0.7819)  loss_vfl_dn_0: 0.4542 (0.4591)  loss_vfl_dn_1: 0.3886 (0.3952)  loss_vfl_dn_2: 0.3760 (0.3791)  loss_vfl_dn_3: 0.3672 (0.3715)  loss_vfl_dn_4: 0.3655 (0.3688)  loss_vfl_dn_5: 0.3661 (0.3680)  time: 0.4768  data: 0.0145  max mem: 5654
Epoch: [31]  [4900/7393]  eta: 0:20:00  lr: 0.000010  loss: 16.4028 (16.3646)  loss_bbox: 0.1489 (0.1590)  loss_bbox_aux_0: 0.1680 (0.1728)  loss_bbox_aux_1: 0.1583 (0.1644)  loss_bbox_aux_2: 0.1585 (0.1616)  loss_bbox_aux_3: 0.1511 (0.1597)  loss_bbox_aux_4: 0.1468 (0.1591)  loss_bbox_aux_5: 0.2087 (0.2117)  loss_bbox_dn_0: 0.2514 (0.2838)  loss_bbox_dn_1: 0.1859 (0.2146)  loss_bbox_dn_2: 0.1724 (0.1922)  loss_bbox_dn_3: 0.1662 (0.1852)  loss_bbox_dn_4: 0.1644 (0.1837)  loss_bbox_dn_5: 0.1643 (0.1837)  loss_giou: 0.5173 (0.4836)  loss_giou_aux_0: 0.5226 (0.5087)  loss_giou_aux_1: 0.5180 (0.4941)  loss_giou_aux_2: 0.5071 (0.4887)  loss_giou_aux_3: 0.5090 (0.4852)  loss_giou_aux_4: 0.5014 (0.4841)  loss_giou_aux_5: 0.5877 (0.5771)  loss_giou_dn_0: 0.6001 (0.5989)  loss_giou_dn_1: 0.4972 (0.4936)  loss_giou_dn_2: 0.4739 (0.4641)  loss_giou_dn_3: 0.4655 (0.4556)  loss_giou_dn_4: 0.4624 (0.4536)  loss_giou_dn_5: 0.4622 (0.4538)  loss_vfl: 0.6827 (0.6933)  loss_vfl_aux_0: 0.8013 (0.8043)  loss_vfl_aux_1: 0.7285 (0.7520)  loss_vfl_aux_2: 0.7019 (0.7192)  loss_vfl_aux_3: 0.6822 (0.7036)  loss_vfl_aux_4: 0.6789 (0.6961)  loss_vfl_aux_5: 0.7602 (0.7817)  loss_vfl_dn_0: 0.4625 (0.4591)  loss_vfl_dn_1: 0.3980 (0.3952)  loss_vfl_dn_2: 0.3830 (0.3791)  loss_vfl_dn_3: 0.3748 (0.3715)  loss_vfl_dn_4: 0.3705 (0.3688)  loss_vfl_dn_5: 0.3720 (0.3681)  time: 0.4863  data: 0.0142  max mem: 5654
Epoch: [31]  [5000/7393]  eta: 0:19:14  lr: 0.000010  loss: 16.3681 (16.3639)  loss_bbox: 0.1431 (0.1590)  loss_bbox_aux_0: 0.1518 (0.1727)  loss_bbox_aux_1: 0.1607 (0.1643)  loss_bbox_aux_2: 0.1535 (0.1616)  loss_bbox_aux_3: 0.1472 (0.1597)  loss_bbox_aux_4: 0.1473 (0.1591)  loss_bbox_aux_5: 0.1979 (0.2116)  loss_bbox_dn_0: 0.2667 (0.2837)  loss_bbox_dn_1: 0.1931 (0.2145)  loss_bbox_dn_2: 0.1689 (0.1922)  loss_bbox_dn_3: 0.1680 (0.1852)  loss_bbox_dn_4: 0.1661 (0.1837)  loss_bbox_dn_5: 0.1661 (0.1837)  loss_giou: 0.4576 (0.4835)  loss_giou_aux_0: 0.4913 (0.5087)  loss_giou_aux_1: 0.4688 (0.4941)  loss_giou_aux_2: 0.4748 (0.4886)  loss_giou_aux_3: 0.4571 (0.4852)  loss_giou_aux_4: 0.4540 (0.4840)  loss_giou_aux_5: 0.5589 (0.5771)  loss_giou_dn_0: 0.5816 (0.5989)  loss_giou_dn_1: 0.4919 (0.4936)  loss_giou_dn_2: 0.4552 (0.4642)  loss_giou_dn_3: 0.4490 (0.4557)  loss_giou_dn_4: 0.4474 (0.4536)  loss_giou_dn_5: 0.4476 (0.4538)  loss_vfl: 0.6759 (0.6934)  loss_vfl_aux_0: 0.7830 (0.8042)  loss_vfl_aux_1: 0.7236 (0.7518)  loss_vfl_aux_2: 0.7041 (0.7192)  loss_vfl_aux_3: 0.7014 (0.7037)  loss_vfl_aux_4: 0.6817 (0.6962)  loss_vfl_aux_5: 0.7432 (0.7816)  loss_vfl_dn_0: 0.4504 (0.4591)  loss_vfl_dn_1: 0.4024 (0.3952)  loss_vfl_dn_2: 0.3826 (0.3791)  loss_vfl_dn_3: 0.3759 (0.3716)  loss_vfl_dn_4: 0.3736 (0.3688)  loss_vfl_dn_5: 0.3719 (0.3681)  time: 0.4822  data: 0.0144  max mem: 5654
Epoch: [31]  [5100/7393]  eta: 0:18:25  lr: 0.000010  loss: 16.5731 (16.3657)  loss_bbox: 0.1463 (0.1590)  loss_bbox_aux_0: 0.1547 (0.1727)  loss_bbox_aux_1: 0.1475 (0.1644)  loss_bbox_aux_2: 0.1465 (0.1617)  loss_bbox_aux_3: 0.1502 (0.1597)  loss_bbox_aux_4: 0.1472 (0.1591)  loss_bbox_aux_5: 0.1961 (0.2116)  loss_bbox_dn_0: 0.2587 (0.2837)  loss_bbox_dn_1: 0.2029 (0.2145)  loss_bbox_dn_2: 0.1742 (0.1922)  loss_bbox_dn_3: 0.1713 (0.1852)  loss_bbox_dn_4: 0.1704 (0.1837)  loss_bbox_dn_5: 0.1704 (0.1837)  loss_giou: 0.4711 (0.4837)  loss_giou_aux_0: 0.4930 (0.5089)  loss_giou_aux_1: 0.4740 (0.4943)  loss_giou_aux_2: 0.4631 (0.4888)  loss_giou_aux_3: 0.4716 (0.4854)  loss_giou_aux_4: 0.4712 (0.4842)  loss_giou_aux_5: 0.5848 (0.5773)  loss_giou_dn_0: 0.5798 (0.5990)  loss_giou_dn_1: 0.4680 (0.4937)  loss_giou_dn_2: 0.4428 (0.4643)  loss_giou_dn_3: 0.4339 (0.4558)  loss_giou_dn_4: 0.4327 (0.4537)  loss_giou_dn_5: 0.4326 (0.4539)  loss_vfl: 0.7296 (0.6934)  loss_vfl_aux_0: 0.8394 (0.8040)  loss_vfl_aux_1: 0.7925 (0.7518)  loss_vfl_aux_2: 0.7677 (0.7192)  loss_vfl_aux_3: 0.7536 (0.7037)  loss_vfl_aux_4: 0.7303 (0.6961)  loss_vfl_aux_5: 0.8103 (0.7815)  loss_vfl_dn_0: 0.4664 (0.4591)  loss_vfl_dn_1: 0.3962 (0.3952)  loss_vfl_dn_2: 0.3781 (0.3791)  loss_vfl_dn_3: 0.3741 (0.3715)  loss_vfl_dn_4: 0.3731 (0.3688)  loss_vfl_dn_5: 0.3726 (0.3681)  time: 0.4733  data: 0.0137  max mem: 5654
Epoch: [31]  [5200/7393]  eta: 0:17:37  lr: 0.000010  loss: 16.4742 (16.3695)  loss_bbox: 0.1529 (0.1590)  loss_bbox_aux_0: 0.1721 (0.1728)  loss_bbox_aux_1: 0.1598 (0.1644)  loss_bbox_aux_2: 0.1595 (0.1616)  loss_bbox_aux_3: 0.1526 (0.1597)  loss_bbox_aux_4: 0.1525 (0.1591)  loss_bbox_aux_5: 0.2036 (0.2116)  loss_bbox_dn_0: 0.2366 (0.2836)  loss_bbox_dn_1: 0.1943 (0.2144)  loss_bbox_dn_2: 0.1676 (0.1921)  loss_bbox_dn_3: 0.1606 (0.1852)  loss_bbox_dn_4: 0.1583 (0.1837)  loss_bbox_dn_5: 0.1582 (0.1837)  loss_giou: 0.4873 (0.4841)  loss_giou_aux_0: 0.5133 (0.5094)  loss_giou_aux_1: 0.4890 (0.4947)  loss_giou_aux_2: 0.4916 (0.4892)  loss_giou_aux_3: 0.4880 (0.4857)  loss_giou_aux_4: 0.4866 (0.4846)  loss_giou_aux_5: 0.5867 (0.5777)  loss_giou_dn_0: 0.6161 (0.5993)  loss_giou_dn_1: 0.5179 (0.4940)  loss_giou_dn_2: 0.4859 (0.4646)  loss_giou_dn_3: 0.4749 (0.4561)  loss_giou_dn_4: 0.4733 (0.4540)  loss_giou_dn_5: 0.4731 (0.4542)  loss_vfl: 0.6735 (0.6933)  loss_vfl_aux_0: 0.7723 (0.8037)  loss_vfl_aux_1: 0.7388 (0.7517)  loss_vfl_aux_2: 0.7013 (0.7191)  loss_vfl_aux_3: 0.6786 (0.7037)  loss_vfl_aux_4: 0.6739 (0.6960)  loss_vfl_aux_5: 0.7703 (0.7814)  loss_vfl_dn_0: 0.4524 (0.4591)  loss_vfl_dn_1: 0.4007 (0.3953)  loss_vfl_dn_2: 0.3866 (0.3792)  loss_vfl_dn_3: 0.3784 (0.3716)  loss_vfl_dn_4: 0.3769 (0.3689)  loss_vfl_dn_5: 0.3757 (0.3681)  time: 0.4659  data: 0.0140  max mem: 5654
Epoch: [31]  [5300/7393]  eta: 0:16:48  lr: 0.000010  loss: 16.8907 (16.3724)  loss_bbox: 0.1597 (0.1591)  loss_bbox_aux_0: 0.1640 (0.1728)  loss_bbox_aux_1: 0.1515 (0.1644)  loss_bbox_aux_2: 0.1633 (0.1617)  loss_bbox_aux_3: 0.1585 (0.1597)  loss_bbox_aux_4: 0.1620 (0.1591)  loss_bbox_aux_5: 0.2030 (0.2116)  loss_bbox_dn_0: 0.2815 (0.2834)  loss_bbox_dn_1: 0.2103 (0.2143)  loss_bbox_dn_2: 0.1971 (0.1920)  loss_bbox_dn_3: 0.1892 (0.1851)  loss_bbox_dn_4: 0.1887 (0.1836)  loss_bbox_dn_5: 0.1888 (0.1836)  loss_giou: 0.5322 (0.4846)  loss_giou_aux_0: 0.5482 (0.5099)  loss_giou_aux_1: 0.5394 (0.4952)  loss_giou_aux_2: 0.5387 (0.4897)  loss_giou_aux_3: 0.5366 (0.4862)  loss_giou_aux_4: 0.5321 (0.4851)  loss_giou_aux_5: 0.6088 (0.5781)  loss_giou_dn_0: 0.6483 (0.5995)  loss_giou_dn_1: 0.5415 (0.4943)  loss_giou_dn_2: 0.5103 (0.4648)  loss_giou_dn_3: 0.4973 (0.4563)  loss_giou_dn_4: 0.4949 (0.4543)  loss_giou_dn_5: 0.4950 (0.4545)  loss_vfl: 0.6909 (0.6931)  loss_vfl_aux_0: 0.7680 (0.8035)  loss_vfl_aux_1: 0.7493 (0.7515)  loss_vfl_aux_2: 0.7043 (0.7189)  loss_vfl_aux_3: 0.7003 (0.7036)  loss_vfl_aux_4: 0.6893 (0.6958)  loss_vfl_aux_5: 0.7555 (0.7812)  loss_vfl_dn_0: 0.4504 (0.4590)  loss_vfl_dn_1: 0.3996 (0.3952)  loss_vfl_dn_2: 0.3856 (0.3792)  loss_vfl_dn_3: 0.3802 (0.3716)  loss_vfl_dn_4: 0.3760 (0.3689)  loss_vfl_dn_5: 0.3768 (0.3681)  time: 0.4859  data: 0.0143  max mem: 5654
Epoch: [31]  [5400/7393]  eta: 0:16:00  lr: 0.000010  loss: 15.6735 (16.3742)  loss_bbox: 0.1464 (0.1591)  loss_bbox_aux_0: 0.1628 (0.1728)  loss_bbox_aux_1: 0.1550 (0.1644)  loss_bbox_aux_2: 0.1555 (0.1617)  loss_bbox_aux_3: 0.1499 (0.1598)  loss_bbox_aux_4: 0.1479 (0.1592)  loss_bbox_aux_5: 0.1934 (0.2116)  loss_bbox_dn_0: 0.2748 (0.2833)  loss_bbox_dn_1: 0.1866 (0.2143)  loss_bbox_dn_2: 0.1691 (0.1920)  loss_bbox_dn_3: 0.1638 (0.1851)  loss_bbox_dn_4: 0.1617 (0.1836)  loss_bbox_dn_5: 0.1612 (0.1836)  loss_giou: 0.5000 (0.4849)  loss_giou_aux_0: 0.5263 (0.5101)  loss_giou_aux_1: 0.5105 (0.4954)  loss_giou_aux_2: 0.5131 (0.4900)  loss_giou_aux_3: 0.5064 (0.4865)  loss_giou_aux_4: 0.5053 (0.4854)  loss_giou_aux_5: 0.5701 (0.5783)  loss_giou_dn_0: 0.5678 (0.5996)  loss_giou_dn_1: 0.4711 (0.4944)  loss_giou_dn_2: 0.4504 (0.4650)  loss_giou_dn_3: 0.4458 (0.4565)  loss_giou_dn_4: 0.4444 (0.4545)  loss_giou_dn_5: 0.4445 (0.4546)  loss_vfl: 0.6633 (0.6930)  loss_vfl_aux_0: 0.7740 (0.8032)  loss_vfl_aux_1: 0.7231 (0.7514)  loss_vfl_aux_2: 0.7001 (0.7188)  loss_vfl_aux_3: 0.6884 (0.7034)  loss_vfl_aux_4: 0.6569 (0.6957)  loss_vfl_aux_5: 0.7544 (0.7810)  loss_vfl_dn_0: 0.4563 (0.4590)  loss_vfl_dn_1: 0.3914 (0.3953)  loss_vfl_dn_2: 0.3727 (0.3792)  loss_vfl_dn_3: 0.3674 (0.3716)  loss_vfl_dn_4: 0.3643 (0.3689)  loss_vfl_dn_5: 0.3642 (0.3681)  time: 0.4874  data: 0.0141  max mem: 5654
Epoch: [31]  [5500/7393]  eta: 0:15:11  lr: 0.000010  loss: 16.3477 (16.3756)  loss_bbox: 0.1581 (0.1592)  loss_bbox_aux_0: 0.1702 (0.1728)  loss_bbox_aux_1: 0.1577 (0.1645)  loss_bbox_aux_2: 0.1674 (0.1619)  loss_bbox_aux_3: 0.1597 (0.1599)  loss_bbox_aux_4: 0.1582 (0.1593)  loss_bbox_aux_5: 0.2264 (0.2117)  loss_bbox_dn_0: 0.2989 (0.2832)  loss_bbox_dn_1: 0.2153 (0.2142)  loss_bbox_dn_2: 0.1897 (0.1919)  loss_bbox_dn_3: 0.1823 (0.1850)  loss_bbox_dn_4: 0.1826 (0.1835)  loss_bbox_dn_5: 0.1827 (0.1835)  loss_giou: 0.4377 (0.4851)  loss_giou_aux_0: 0.4773 (0.5103)  loss_giou_aux_1: 0.4625 (0.4957)  loss_giou_aux_2: 0.4606 (0.4903)  loss_giou_aux_3: 0.4357 (0.4867)  loss_giou_aux_4: 0.4444 (0.4856)  loss_giou_aux_5: 0.5500 (0.5785)  loss_giou_dn_0: 0.5966 (0.5997)  loss_giou_dn_1: 0.4782 (0.4944)  loss_giou_dn_2: 0.4417 (0.4650)  loss_giou_dn_3: 0.4314 (0.4566)  loss_giou_dn_4: 0.4282 (0.4545)  loss_giou_dn_5: 0.4284 (0.4547)  loss_vfl: 0.6706 (0.6927)  loss_vfl_aux_0: 0.7966 (0.8031)  loss_vfl_aux_1: 0.7552 (0.7513)  loss_vfl_aux_2: 0.7319 (0.7186)  loss_vfl_aux_3: 0.6888 (0.7032)  loss_vfl_aux_4: 0.6833 (0.6955)  loss_vfl_aux_5: 0.7663 (0.7810)  loss_vfl_dn_0: 0.4581 (0.4590)  loss_vfl_dn_1: 0.3860 (0.3953)  loss_vfl_dn_2: 0.3688 (0.3792)  loss_vfl_dn_3: 0.3620 (0.3716)  loss_vfl_dn_4: 0.3591 (0.3689)  loss_vfl_dn_5: 0.3578 (0.3682)  time: 0.4763  data: 0.0148  max mem: 5654
Epoch: [31]  [5600/7393]  eta: 0:14:25  lr: 0.000010  loss: 16.1059 (16.3736)  loss_bbox: 0.1330 (0.1592)  loss_bbox_aux_0: 0.1519 (0.1728)  loss_bbox_aux_1: 0.1419 (0.1644)  loss_bbox_aux_2: 0.1329 (0.1618)  loss_bbox_aux_3: 0.1328 (0.1598)  loss_bbox_aux_4: 0.1329 (0.1593)  loss_bbox_aux_5: 0.1903 (0.2117)  loss_bbox_dn_0: 0.2305 (0.2830)  loss_bbox_dn_1: 0.1753 (0.2140)  loss_bbox_dn_2: 0.1657 (0.1917)  loss_bbox_dn_3: 0.1617 (0.1848)  loss_bbox_dn_4: 0.1598 (0.1833)  loss_bbox_dn_5: 0.1597 (0.1833)  loss_giou: 0.4682 (0.4852)  loss_giou_aux_0: 0.4915 (0.5105)  loss_giou_aux_1: 0.4866 (0.4958)  loss_giou_aux_2: 0.4695 (0.4904)  loss_giou_aux_3: 0.4550 (0.4869)  loss_giou_aux_4: 0.4651 (0.4857)  loss_giou_aux_5: 0.5663 (0.5786)  loss_giou_dn_0: 0.5910 (0.5996)  loss_giou_dn_1: 0.4872 (0.4944)  loss_giou_dn_2: 0.4607 (0.4650)  loss_giou_dn_3: 0.4522 (0.4565)  loss_giou_dn_4: 0.4522 (0.4545)  loss_giou_dn_5: 0.4530 (0.4546)  loss_vfl: 0.6695 (0.6927)  loss_vfl_aux_0: 0.7775 (0.8029)  loss_vfl_aux_1: 0.7303 (0.7512)  loss_vfl_aux_2: 0.6989 (0.7185)  loss_vfl_aux_3: 0.6820 (0.7031)  loss_vfl_aux_4: 0.6598 (0.6955)  loss_vfl_aux_5: 0.7490 (0.7808)  loss_vfl_dn_0: 0.4556 (0.4590)  loss_vfl_dn_1: 0.3959 (0.3953)  loss_vfl_dn_2: 0.3741 (0.3792)  loss_vfl_dn_3: 0.3674 (0.3716)  loss_vfl_dn_4: 0.3626 (0.3689)  loss_vfl_dn_5: 0.3611 (0.3682)  time: 0.7320  data: 0.0137  max mem: 5654
Epoch: [31]  [5700/7393]  eta: 0:13:36  lr: 0.000010  loss: 15.7402 (16.3741)  loss_bbox: 0.1521 (0.1593)  loss_bbox_aux_0: 0.1681 (0.1729)  loss_bbox_aux_1: 0.1538 (0.1646)  loss_bbox_aux_2: 0.1583 (0.1619)  loss_bbox_aux_3: 0.1620 (0.1600)  loss_bbox_aux_4: 0.1581 (0.1594)  loss_bbox_aux_5: 0.2017 (0.2118)  loss_bbox_dn_0: 0.2690 (0.2831)  loss_bbox_dn_1: 0.2100 (0.2141)  loss_bbox_dn_2: 0.1886 (0.1918)  loss_bbox_dn_3: 0.1839 (0.1849)  loss_bbox_dn_4: 0.1795 (0.1834)  loss_bbox_dn_5: 0.1794 (0.1834)  loss_giou: 0.4613 (0.4852)  loss_giou_aux_0: 0.4935 (0.5103)  loss_giou_aux_1: 0.4873 (0.4958)  loss_giou_aux_2: 0.4744 (0.4904)  loss_giou_aux_3: 0.4702 (0.4868)  loss_giou_aux_4: 0.4606 (0.4857)  loss_giou_aux_5: 0.5660 (0.5785)  loss_giou_dn_0: 0.5705 (0.5995)  loss_giou_dn_1: 0.4655 (0.4943)  loss_giou_dn_2: 0.4328 (0.4649)  loss_giou_dn_3: 0.4193 (0.4564)  loss_giou_dn_4: 0.4198 (0.4544)  loss_giou_dn_5: 0.4198 (0.4546)  loss_vfl: 0.6630 (0.6926)  loss_vfl_aux_0: 0.7640 (0.8030)  loss_vfl_aux_1: 0.7250 (0.7512)  loss_vfl_aux_2: 0.6763 (0.7185)  loss_vfl_aux_3: 0.6827 (0.7030)  loss_vfl_aux_4: 0.6685 (0.6954)  loss_vfl_aux_5: 0.7478 (0.7809)  loss_vfl_dn_0: 0.4531 (0.4590)  loss_vfl_dn_1: 0.3938 (0.3953)  loss_vfl_dn_2: 0.3730 (0.3792)  loss_vfl_dn_3: 0.3650 (0.3716)  loss_vfl_dn_4: 0.3612 (0.3689)  loss_vfl_dn_5: 0.3624 (0.3681)  time: 0.4847  data: 0.0145  max mem: 5654
Epoch: [31]  [5800/7393]  eta: 0:12:48  lr: 0.000010  loss: 15.4858 (16.3726)  loss_bbox: 0.1530 (0.1593)  loss_bbox_aux_0: 0.1836 (0.1729)  loss_bbox_aux_1: 0.1628 (0.1645)  loss_bbox_aux_2: 0.1660 (0.1620)  loss_bbox_aux_3: 0.1503 (0.1600)  loss_bbox_aux_4: 0.1541 (0.1594)  loss_bbox_aux_5: 0.2124 (0.2118)  loss_bbox_dn_0: 0.3135 (0.2832)  loss_bbox_dn_1: 0.2469 (0.2142)  loss_bbox_dn_2: 0.2228 (0.1919)  loss_bbox_dn_3: 0.2156 (0.1849)  loss_bbox_dn_4: 0.2134 (0.1834)  loss_bbox_dn_5: 0.2135 (0.1834)  loss_giou: 0.4284 (0.4850)  loss_giou_aux_0: 0.4601 (0.5101)  loss_giou_aux_1: 0.4260 (0.4956)  loss_giou_aux_2: 0.4401 (0.4902)  loss_giou_aux_3: 0.4342 (0.4866)  loss_giou_aux_4: 0.4284 (0.4855)  loss_giou_aux_5: 0.5172 (0.5783)  loss_giou_dn_0: 0.5642 (0.5993)  loss_giou_dn_1: 0.4445 (0.4940)  loss_giou_dn_2: 0.4089 (0.4646)  loss_giou_dn_3: 0.3954 (0.4562)  loss_giou_dn_4: 0.3903 (0.4541)  loss_giou_dn_5: 0.3904 (0.4543)  loss_vfl: 0.6900 (0.6927)  loss_vfl_aux_0: 0.8093 (0.8034)  loss_vfl_aux_1: 0.7521 (0.7515)  loss_vfl_aux_2: 0.7156 (0.7186)  loss_vfl_aux_3: 0.6940 (0.7032)  loss_vfl_aux_4: 0.6822 (0.6955)  loss_vfl_aux_5: 0.7996 (0.7812)  loss_vfl_dn_0: 0.4554 (0.4590)  loss_vfl_dn_1: 0.3919 (0.3952)  loss_vfl_dn_2: 0.3693 (0.3791)  loss_vfl_dn_3: 0.3591 (0.3715)  loss_vfl_dn_4: 0.3549 (0.3688)  loss_vfl_dn_5: 0.3543 (0.3680)  time: 0.4712  data: 0.0138  max mem: 5654
Epoch: [31]  [5900/7393]  eta: 0:12:00  lr: 0.000010  loss: 16.1348 (16.3691)  loss_bbox: 0.1596 (0.1593)  loss_bbox_aux_0: 0.1644 (0.1729)  loss_bbox_aux_1: 0.1586 (0.1645)  loss_bbox_aux_2: 0.1629 (0.1619)  loss_bbox_aux_3: 0.1588 (0.1599)  loss_bbox_aux_4: 0.1596 (0.1594)  loss_bbox_aux_5: 0.2049 (0.2118)  loss_bbox_dn_0: 0.2559 (0.2831)  loss_bbox_dn_1: 0.1932 (0.2141)  loss_bbox_dn_2: 0.1760 (0.1918)  loss_bbox_dn_3: 0.1768 (0.1849)  loss_bbox_dn_4: 0.1747 (0.1834)  loss_bbox_dn_5: 0.1743 (0.1834)  loss_giou: 0.4826 (0.4850)  loss_giou_aux_0: 0.5124 (0.5101)  loss_giou_aux_1: 0.5072 (0.4956)  loss_giou_aux_2: 0.5000 (0.4901)  loss_giou_aux_3: 0.4892 (0.4866)  loss_giou_aux_4: 0.4864 (0.4854)  loss_giou_aux_5: 0.5873 (0.5782)  loss_giou_dn_0: 0.6053 (0.5991)  loss_giou_dn_1: 0.5080 (0.4939)  loss_giou_dn_2: 0.4749 (0.4645)  loss_giou_dn_3: 0.4694 (0.4561)  loss_giou_dn_4: 0.4669 (0.4540)  loss_giou_dn_5: 0.4670 (0.4542)  loss_vfl: 0.6509 (0.6924)  loss_vfl_aux_0: 0.7673 (0.8032)  loss_vfl_aux_1: 0.7160 (0.7513)  loss_vfl_aux_2: 0.6690 (0.7184)  loss_vfl_aux_3: 0.6558 (0.7029)  loss_vfl_aux_4: 0.6508 (0.6952)  loss_vfl_aux_5: 0.7443 (0.7810)  loss_vfl_dn_0: 0.4532 (0.4590)  loss_vfl_dn_1: 0.3994 (0.3951)  loss_vfl_dn_2: 0.3840 (0.3790)  loss_vfl_dn_3: 0.3766 (0.3714)  loss_vfl_dn_4: 0.3725 (0.3687)  loss_vfl_dn_5: 0.3723 (0.3680)  time: 0.4672  data: 0.0139  max mem: 5654
Epoch: [31]  [6000/7393]  eta: 0:11:11  lr: 0.000010  loss: 16.2305 (16.3681)  loss_bbox: 0.1529 (0.1593)  loss_bbox_aux_0: 0.1754 (0.1729)  loss_bbox_aux_1: 0.1618 (0.1645)  loss_bbox_aux_2: 0.1565 (0.1619)  loss_bbox_aux_3: 0.1575 (0.1599)  loss_bbox_aux_4: 0.1547 (0.1594)  loss_bbox_aux_5: 0.2039 (0.2118)  loss_bbox_dn_0: 0.2664 (0.2834)  loss_bbox_dn_1: 0.1899 (0.2143)  loss_bbox_dn_2: 0.1705 (0.1920)  loss_bbox_dn_3: 0.1650 (0.1850)  loss_bbox_dn_4: 0.1636 (0.1835)  loss_bbox_dn_5: 0.1637 (0.1835)  loss_giou: 0.4125 (0.4847)  loss_giou_aux_0: 0.4758 (0.5099)  loss_giou_aux_1: 0.4392 (0.4953)  loss_giou_aux_2: 0.4252 (0.4899)  loss_giou_aux_3: 0.4197 (0.4863)  loss_giou_aux_4: 0.4140 (0.4852)  loss_giou_aux_5: 0.5248 (0.5779)  loss_giou_dn_0: 0.5677 (0.5990)  loss_giou_dn_1: 0.4685 (0.4937)  loss_giou_dn_2: 0.4389 (0.4643)  loss_giou_dn_3: 0.4276 (0.4559)  loss_giou_dn_4: 0.4251 (0.4538)  loss_giou_dn_5: 0.4255 (0.4540)  loss_vfl: 0.6795 (0.6925)  loss_vfl_aux_0: 0.8300 (0.8035)  loss_vfl_aux_1: 0.7648 (0.7515)  loss_vfl_aux_2: 0.7037 (0.7185)  loss_vfl_aux_3: 0.6924 (0.7030)  loss_vfl_aux_4: 0.6721 (0.6953)  loss_vfl_aux_5: 0.7833 (0.7812)  loss_vfl_dn_0: 0.4513 (0.4590)  loss_vfl_dn_1: 0.3952 (0.3951)  loss_vfl_dn_2: 0.3794 (0.3790)  loss_vfl_dn_3: 0.3719 (0.3714)  loss_vfl_dn_4: 0.3686 (0.3687)  loss_vfl_dn_5: 0.3678 (0.3680)  time: 0.4610  data: 0.0150  max mem: 5654
Epoch: [31]  [6100/7393]  eta: 0:10:23  lr: 0.000010  loss: 16.3800 (16.3684)  loss_bbox: 0.1621 (0.1594)  loss_bbox_aux_0: 0.1816 (0.1731)  loss_bbox_aux_1: 0.1611 (0.1646)  loss_bbox_aux_2: 0.1683 (0.1620)  loss_bbox_aux_3: 0.1675 (0.1601)  loss_bbox_aux_4: 0.1614 (0.1595)  loss_bbox_aux_5: 0.2137 (0.2120)  loss_bbox_dn_0: 0.2830 (0.2836)  loss_bbox_dn_1: 0.2146 (0.2145)  loss_bbox_dn_2: 0.1882 (0.1921)  loss_bbox_dn_3: 0.1791 (0.1851)  loss_bbox_dn_4: 0.1761 (0.1836)  loss_bbox_dn_5: 0.1765 (0.1836)  loss_giou: 0.4823 (0.4845)  loss_giou_aux_0: 0.4855 (0.5096)  loss_giou_aux_1: 0.4793 (0.4950)  loss_giou_aux_2: 0.4860 (0.4896)  loss_giou_aux_3: 0.4790 (0.4861)  loss_giou_aux_4: 0.4812 (0.4849)  loss_giou_aux_5: 0.5773 (0.5777)  loss_giou_dn_0: 0.5926 (0.5989)  loss_giou_dn_1: 0.4791 (0.4936)  loss_giou_dn_2: 0.4418 (0.4642)  loss_giou_dn_3: 0.4343 (0.4557)  loss_giou_dn_4: 0.4325 (0.4537)  loss_giou_dn_5: 0.4328 (0.4539)  loss_vfl: 0.6880 (0.6926)  loss_vfl_aux_0: 0.8069 (0.8038)  loss_vfl_aux_1: 0.7785 (0.7519)  loss_vfl_aux_2: 0.7183 (0.7186)  loss_vfl_aux_3: 0.6930 (0.7031)  loss_vfl_aux_4: 0.7019 (0.6954)  loss_vfl_aux_5: 0.7954 (0.7814)  loss_vfl_dn_0: 0.4591 (0.4590)  loss_vfl_dn_1: 0.3972 (0.3951)  loss_vfl_dn_2: 0.3803 (0.3790)  loss_vfl_dn_3: 0.3738 (0.3714)  loss_vfl_dn_4: 0.3722 (0.3686)  loss_vfl_dn_5: 0.3694 (0.3679)  time: 0.4752  data: 0.0146  max mem: 5654
Epoch: [31]  [6200/7393]  eta: 0:09:35  lr: 0.000010  loss: 15.7400 (16.3685)  loss_bbox: 0.1409 (0.1593)  loss_bbox_aux_0: 0.1551 (0.1730)  loss_bbox_aux_1: 0.1415 (0.1646)  loss_bbox_aux_2: 0.1394 (0.1620)  loss_bbox_aux_3: 0.1398 (0.1600)  loss_bbox_aux_4: 0.1409 (0.1594)  loss_bbox_aux_5: 0.1929 (0.2119)  loss_bbox_dn_0: 0.2264 (0.2833)  loss_bbox_dn_1: 0.1658 (0.2143)  loss_bbox_dn_2: 0.1593 (0.1920)  loss_bbox_dn_3: 0.1596 (0.1850)  loss_bbox_dn_4: 0.1603 (0.1835)  loss_bbox_dn_5: 0.1603 (0.1835)  loss_giou: 0.4908 (0.4848)  loss_giou_aux_0: 0.4984 (0.5100)  loss_giou_aux_1: 0.4880 (0.4953)  loss_giou_aux_2: 0.4817 (0.4899)  loss_giou_aux_3: 0.4833 (0.4864)  loss_giou_aux_4: 0.4799 (0.4852)  loss_giou_aux_5: 0.5736 (0.5780)  loss_giou_dn_0: 0.5904 (0.5989)  loss_giou_dn_1: 0.4864 (0.4937)  loss_giou_dn_2: 0.4633 (0.4643)  loss_giou_dn_3: 0.4589 (0.4558)  loss_giou_dn_4: 0.4571 (0.4538)  loss_giou_dn_5: 0.4571 (0.4540)  loss_vfl: 0.7058 (0.6924)  loss_vfl_aux_0: 0.8176 (0.8035)  loss_vfl_aux_1: 0.7610 (0.7519)  loss_vfl_aux_2: 0.7176 (0.7185)  loss_vfl_aux_3: 0.7028 (0.7029)  loss_vfl_aux_4: 0.7080 (0.6952)  loss_vfl_aux_5: 0.7765 (0.7811)  loss_vfl_dn_0: 0.4674 (0.4590)  loss_vfl_dn_1: 0.3961 (0.3951)  loss_vfl_dn_2: 0.3824 (0.3790)  loss_vfl_dn_3: 0.3761 (0.3714)  loss_vfl_dn_4: 0.3718 (0.3687)  loss_vfl_dn_5: 0.3708 (0.3679)  time: 0.4733  data: 0.0141  max mem: 5654
Epoch: [31]  [6300/7393]  eta: 0:08:46  lr: 0.000010  loss: 16.6439 (16.3702)  loss_bbox: 0.1542 (0.1594)  loss_bbox_aux_0: 0.1633 (0.1730)  loss_bbox_aux_1: 0.1551 (0.1645)  loss_bbox_aux_2: 0.1546 (0.1620)  loss_bbox_aux_3: 0.1519 (0.1600)  loss_bbox_aux_4: 0.1507 (0.1594)  loss_bbox_aux_5: 0.1997 (0.2119)  loss_bbox_dn_0: 0.2542 (0.2832)  loss_bbox_dn_1: 0.2080 (0.2142)  loss_bbox_dn_2: 0.1762 (0.1919)  loss_bbox_dn_3: 0.1679 (0.1849)  loss_bbox_dn_4: 0.1676 (0.1834)  loss_bbox_dn_5: 0.1677 (0.1834)  loss_giou: 0.5207 (0.4850)  loss_giou_aux_0: 0.5388 (0.5102)  loss_giou_aux_1: 0.5249 (0.4956)  loss_giou_aux_2: 0.5169 (0.4902)  loss_giou_aux_3: 0.5225 (0.4866)  loss_giou_aux_4: 0.5209 (0.4854)  loss_giou_aux_5: 0.6086 (0.5782)  loss_giou_dn_0: 0.5974 (0.5991)  loss_giou_dn_1: 0.5002 (0.4939)  loss_giou_dn_2: 0.4737 (0.4645)  loss_giou_dn_3: 0.4666 (0.4560)  loss_giou_dn_4: 0.4659 (0.4540)  loss_giou_dn_5: 0.4663 (0.4541)  loss_vfl: 0.6836 (0.6923)  loss_vfl_aux_0: 0.7871 (0.8034)  loss_vfl_aux_1: 0.7527 (0.7519)  loss_vfl_aux_2: 0.7073 (0.7184)  loss_vfl_aux_3: 0.7018 (0.7028)  loss_vfl_aux_4: 0.6778 (0.6951)  loss_vfl_aux_5: 0.7771 (0.7810)  loss_vfl_dn_0: 0.4528 (0.4590)  loss_vfl_dn_1: 0.3884 (0.3951)  loss_vfl_dn_2: 0.3689 (0.3790)  loss_vfl_dn_3: 0.3609 (0.3714)  loss_vfl_dn_4: 0.3588 (0.3687)  loss_vfl_dn_5: 0.3597 (0.3679)  time: 0.4824  data: 0.0137  max mem: 5654
Epoch: [31]  [6400/7393]  eta: 0:07:58  lr: 0.000010  loss: 16.5585 (16.3762)  loss_bbox: 0.1794 (0.1594)  loss_bbox_aux_0: 0.1874 (0.1731)  loss_bbox_aux_1: 0.1809 (0.1646)  loss_bbox_aux_2: 0.1760 (0.1620)  loss_bbox_aux_3: 0.1775 (0.1601)  loss_bbox_aux_4: 0.1761 (0.1595)  loss_bbox_aux_5: 0.2194 (0.2120)  loss_bbox_dn_0: 0.2820 (0.2834)  loss_bbox_dn_1: 0.2272 (0.2144)  loss_bbox_dn_2: 0.2021 (0.1921)  loss_bbox_dn_3: 0.1916 (0.1850)  loss_bbox_dn_4: 0.1897 (0.1836)  loss_bbox_dn_5: 0.1895 (0.1836)  loss_giou: 0.4386 (0.4852)  loss_giou_aux_0: 0.4699 (0.5104)  loss_giou_aux_1: 0.4531 (0.4958)  loss_giou_aux_2: 0.4497 (0.4904)  loss_giou_aux_3: 0.4433 (0.4868)  loss_giou_aux_4: 0.4371 (0.4856)  loss_giou_aux_5: 0.5640 (0.5784)  loss_giou_dn_0: 0.5934 (0.5993)  loss_giou_dn_1: 0.4743 (0.4941)  loss_giou_dn_2: 0.4454 (0.4647)  loss_giou_dn_3: 0.4369 (0.4562)  loss_giou_dn_4: 0.4349 (0.4541)  loss_giou_dn_5: 0.4349 (0.4543)  loss_vfl: 0.7153 (0.6925)  loss_vfl_aux_0: 0.8075 (0.8036)  loss_vfl_aux_1: 0.7679 (0.7523)  loss_vfl_aux_2: 0.7250 (0.7186)  loss_vfl_aux_3: 0.7273 (0.7030)  loss_vfl_aux_4: 0.7085 (0.6953)  loss_vfl_aux_5: 0.8009 (0.7811)  loss_vfl_dn_0: 0.4660 (0.4591)  loss_vfl_dn_1: 0.3966 (0.3952)  loss_vfl_dn_2: 0.3858 (0.3791)  loss_vfl_dn_3: 0.3801 (0.3715)  loss_vfl_dn_4: 0.3752 (0.3688)  loss_vfl_dn_5: 0.3737 (0.3681)  time: 0.4788  data: 0.0144  max mem: 5654
Epoch: [31]  [6500/7393]  eta: 0:07:10  lr: 0.000010  loss: 16.0580 (16.3742)  loss_bbox: 0.1573 (0.1595)  loss_bbox_aux_0: 0.1655 (0.1732)  loss_bbox_aux_1: 0.1562 (0.1647)  loss_bbox_aux_2: 0.1528 (0.1621)  loss_bbox_aux_3: 0.1594 (0.1601)  loss_bbox_aux_4: 0.1549 (0.1595)  loss_bbox_aux_5: 0.1918 (0.2120)  loss_bbox_dn_0: 0.2619 (0.2833)  loss_bbox_dn_1: 0.2096 (0.2143)  loss_bbox_dn_2: 0.1773 (0.1920)  loss_bbox_dn_3: 0.1696 (0.1850)  loss_bbox_dn_4: 0.1653 (0.1835)  loss_bbox_dn_5: 0.1658 (0.1835)  loss_giou: 0.4554 (0.4852)  loss_giou_aux_0: 0.4782 (0.5104)  loss_giou_aux_1: 0.4726 (0.4957)  loss_giou_aux_2: 0.4660 (0.4903)  loss_giou_aux_3: 0.4529 (0.4867)  loss_giou_aux_4: 0.4491 (0.4856)  loss_giou_aux_5: 0.5557 (0.5784)  loss_giou_dn_0: 0.5789 (0.5993)  loss_giou_dn_1: 0.4808 (0.4940)  loss_giou_dn_2: 0.4403 (0.4646)  loss_giou_dn_3: 0.4305 (0.4561)  loss_giou_dn_4: 0.4282 (0.4541)  loss_giou_dn_5: 0.4282 (0.4542)  loss_vfl: 0.6494 (0.6923)  loss_vfl_aux_0: 0.7736 (0.8034)  loss_vfl_aux_1: 0.7305 (0.7521)  loss_vfl_aux_2: 0.6871 (0.7185)  loss_vfl_aux_3: 0.6795 (0.7029)  loss_vfl_aux_4: 0.6606 (0.6951)  loss_vfl_aux_5: 0.7791 (0.7809)  loss_vfl_dn_0: 0.4606 (0.4591)  loss_vfl_dn_1: 0.3905 (0.3952)  loss_vfl_dn_2: 0.3755 (0.3791)  loss_vfl_dn_3: 0.3652 (0.3715)  loss_vfl_dn_4: 0.3594 (0.3688)  loss_vfl_dn_5: 0.3592 (0.3681)  time: 0.4733  data: 0.0148  max mem: 5654
Epoch: [31]  [6600/7393]  eta: 0:06:23  lr: 0.000010  loss: 16.9846 (16.3739)  loss_bbox: 0.1581 (0.1594)  loss_bbox_aux_0: 0.1653 (0.1731)  loss_bbox_aux_1: 0.1602 (0.1646)  loss_bbox_aux_2: 0.1596 (0.1621)  loss_bbox_aux_3: 0.1547 (0.1601)  loss_bbox_aux_4: 0.1564 (0.1595)  loss_bbox_aux_5: 0.2013 (0.2119)  loss_bbox_dn_0: 0.2548 (0.2832)  loss_bbox_dn_1: 0.1933 (0.2142)  loss_bbox_dn_2: 0.1654 (0.1919)  loss_bbox_dn_3: 0.1601 (0.1849)  loss_bbox_dn_4: 0.1592 (0.1834)  loss_bbox_dn_5: 0.1592 (0.1834)  loss_giou: 0.5320 (0.4853)  loss_giou_aux_0: 0.5520 (0.5105)  loss_giou_aux_1: 0.5567 (0.4959)  loss_giou_aux_2: 0.5467 (0.4905)  loss_giou_aux_3: 0.5333 (0.4869)  loss_giou_aux_4: 0.5317 (0.4857)  loss_giou_aux_5: 0.6266 (0.5785)  loss_giou_dn_0: 0.6473 (0.5993)  loss_giou_dn_1: 0.5519 (0.4941)  loss_giou_dn_2: 0.5241 (0.4647)  loss_giou_dn_3: 0.5129 (0.4561)  loss_giou_dn_4: 0.5090 (0.4541)  loss_giou_dn_5: 0.5089 (0.4543)  loss_vfl: 0.6729 (0.6921)  loss_vfl_aux_0: 0.7918 (0.8033)  loss_vfl_aux_1: 0.7262 (0.7521)  loss_vfl_aux_2: 0.6937 (0.7183)  loss_vfl_aux_3: 0.6852 (0.7027)  loss_vfl_aux_4: 0.6590 (0.6950)  loss_vfl_aux_5: 0.7554 (0.7809)  loss_vfl_dn_0: 0.4614 (0.4591)  loss_vfl_dn_1: 0.3976 (0.3952)  loss_vfl_dn_2: 0.3804 (0.3791)  loss_vfl_dn_3: 0.3723 (0.3715)  loss_vfl_dn_4: 0.3676 (0.3688)  loss_vfl_dn_5: 0.3663 (0.3680)  time: 1.0226  data: 0.0142  max mem: 5654
Epoch: [31]  [6700/7393]  eta: 0:05:34  lr: 0.000010  loss: 16.7211 (16.3778)  loss_bbox: 0.1520 (0.1594)  loss_bbox_aux_0: 0.1552 (0.1731)  loss_bbox_aux_1: 0.1509 (0.1646)  loss_bbox_aux_2: 0.1535 (0.1620)  loss_bbox_aux_3: 0.1531 (0.1600)  loss_bbox_aux_4: 0.1520 (0.1594)  loss_bbox_aux_5: 0.1989 (0.2118)  loss_bbox_dn_0: 0.2535 (0.2830)  loss_bbox_dn_1: 0.1848 (0.2141)  loss_bbox_dn_2: 0.1617 (0.1918)  loss_bbox_dn_3: 0.1574 (0.1849)  loss_bbox_dn_4: 0.1558 (0.1834)  loss_bbox_dn_5: 0.1561 (0.1834)  loss_giou: 0.5139 (0.4857)  loss_giou_aux_0: 0.5440 (0.5109)  loss_giou_aux_1: 0.5322 (0.4962)  loss_giou_aux_2: 0.5264 (0.4908)  loss_giou_aux_3: 0.5164 (0.4872)  loss_giou_aux_4: 0.5155 (0.4861)  loss_giou_aux_5: 0.6158 (0.5788)  loss_giou_dn_0: 0.6198 (0.5996)  loss_giou_dn_1: 0.5276 (0.4944)  loss_giou_dn_2: 0.4986 (0.4650)  loss_giou_dn_3: 0.4914 (0.4564)  loss_giou_dn_4: 0.4889 (0.4544)  loss_giou_dn_5: 0.4891 (0.4546)  loss_vfl: 0.7061 (0.6923)  loss_vfl_aux_0: 0.8022 (0.8033)  loss_vfl_aux_1: 0.7707 (0.7521)  loss_vfl_aux_2: 0.7178 (0.7184)  loss_vfl_aux_3: 0.7215 (0.7029)  loss_vfl_aux_4: 0.7067 (0.6951)  loss_vfl_aux_5: 0.7947 (0.7809)  loss_vfl_dn_0: 0.4592 (0.4591)  loss_vfl_dn_1: 0.3963 (0.3953)  loss_vfl_dn_2: 0.3821 (0.3792)  loss_vfl_dn_3: 0.3770 (0.3716)  loss_vfl_dn_4: 0.3758 (0.3688)  loss_vfl_dn_5: 0.3757 (0.3681)  time: 0.4677  data: 0.0139  max mem: 5654
Epoch: [31]  [6800/7393]  eta: 0:04:46  lr: 0.000010  loss: 16.3718 (16.3804)  loss_bbox: 0.1577 (0.1594)  loss_bbox_aux_0: 0.1709 (0.1731)  loss_bbox_aux_1: 0.1605 (0.1646)  loss_bbox_aux_2: 0.1556 (0.1620)  loss_bbox_aux_3: 0.1555 (0.1600)  loss_bbox_aux_4: 0.1559 (0.1594)  loss_bbox_aux_5: 0.2105 (0.2118)  loss_bbox_dn_0: 0.2702 (0.2830)  loss_bbox_dn_1: 0.2099 (0.2141)  loss_bbox_dn_2: 0.1925 (0.1919)  loss_bbox_dn_3: 0.1864 (0.1849)  loss_bbox_dn_4: 0.1852 (0.1834)  loss_bbox_dn_5: 0.1850 (0.1834)  loss_giou: 0.4748 (0.4858)  loss_giou_aux_0: 0.5022 (0.5110)  loss_giou_aux_1: 0.4907 (0.4963)  loss_giou_aux_2: 0.4948 (0.4909)  loss_giou_aux_3: 0.4780 (0.4873)  loss_giou_aux_4: 0.4747 (0.4862)  loss_giou_aux_5: 0.5632 (0.5789)  loss_giou_dn_0: 0.5827 (0.5996)  loss_giou_dn_1: 0.4930 (0.4945)  loss_giou_dn_2: 0.4683 (0.4651)  loss_giou_dn_3: 0.4653 (0.4566)  loss_giou_dn_4: 0.4641 (0.4545)  loss_giou_dn_5: 0.4645 (0.4547)  loss_vfl: 0.7055 (0.6924)  loss_vfl_aux_0: 0.8076 (0.8034)  loss_vfl_aux_1: 0.7612 (0.7522)  loss_vfl_aux_2: 0.7236 (0.7185)  loss_vfl_aux_3: 0.7015 (0.7030)  loss_vfl_aux_4: 0.7024 (0.6952)  loss_vfl_aux_5: 0.7590 (0.7810)  loss_vfl_dn_0: 0.4636 (0.4592)  loss_vfl_dn_1: 0.4020 (0.3953)  loss_vfl_dn_2: 0.3892 (0.3792)  loss_vfl_dn_3: 0.3803 (0.3716)  loss_vfl_dn_4: 0.3785 (0.3689)  loss_vfl_dn_5: 0.3773 (0.3681)  time: 0.4817  data: 0.0139  max mem: 5654
Epoch: [31]  [6900/7393]  eta: 0:03:58  lr: 0.000010  loss: 16.3158 (16.3819)  loss_bbox: 0.1532 (0.1594)  loss_bbox_aux_0: 0.1584 (0.1731)  loss_bbox_aux_1: 0.1453 (0.1646)  loss_bbox_aux_2: 0.1403 (0.1620)  loss_bbox_aux_3: 0.1540 (0.1600)  loss_bbox_aux_4: 0.1537 (0.1595)  loss_bbox_aux_5: 0.2151 (0.2118)  loss_bbox_dn_0: 0.2610 (0.2830)  loss_bbox_dn_1: 0.2024 (0.2141)  loss_bbox_dn_2: 0.1800 (0.1919)  loss_bbox_dn_3: 0.1790 (0.1849)  loss_bbox_dn_4: 0.1779 (0.1834)  loss_bbox_dn_5: 0.1778 (0.1834)  loss_giou: 0.4649 (0.4858)  loss_giou_aux_0: 0.4839 (0.5110)  loss_giou_aux_1: 0.4742 (0.4963)  loss_giou_aux_2: 0.4727 (0.4909)  loss_giou_aux_3: 0.4691 (0.4873)  loss_giou_aux_4: 0.4717 (0.4862)  loss_giou_aux_5: 0.5590 (0.5789)  loss_giou_dn_0: 0.5777 (0.5996)  loss_giou_dn_1: 0.4838 (0.4945)  loss_giou_dn_2: 0.4491 (0.4651)  loss_giou_dn_3: 0.4404 (0.4566)  loss_giou_dn_4: 0.4390 (0.4546)  loss_giou_dn_5: 0.4390 (0.4547)  loss_vfl: 0.7044 (0.6925)  loss_vfl_aux_0: 0.8279 (0.8035)  loss_vfl_aux_1: 0.7810 (0.7523)  loss_vfl_aux_2: 0.7387 (0.7187)  loss_vfl_aux_3: 0.7212 (0.7032)  loss_vfl_aux_4: 0.7030 (0.6953)  loss_vfl_aux_5: 0.8225 (0.7812)  loss_vfl_dn_0: 0.4618 (0.4592)  loss_vfl_dn_1: 0.3962 (0.3954)  loss_vfl_dn_2: 0.3800 (0.3793)  loss_vfl_dn_3: 0.3723 (0.3716)  loss_vfl_dn_4: 0.3700 (0.3689)  loss_vfl_dn_5: 0.3687 (0.3682)  time: 0.4756  data: 0.0140  max mem: 5654
Epoch: [31]  [7000/7393]  eta: 0:03:09  lr: 0.000010  loss: 16.3514 (16.3834)  loss_bbox: 0.1601 (0.1594)  loss_bbox_aux_0: 0.1767 (0.1731)  loss_bbox_aux_1: 0.1642 (0.1646)  loss_bbox_aux_2: 0.1626 (0.1620)  loss_bbox_aux_3: 0.1587 (0.1600)  loss_bbox_aux_4: 0.1603 (0.1595)  loss_bbox_aux_5: 0.1977 (0.2118)  loss_bbox_dn_0: 0.2793 (0.2829)  loss_bbox_dn_1: 0.2166 (0.2140)  loss_bbox_dn_2: 0.1979 (0.1918)  loss_bbox_dn_3: 0.1927 (0.1848)  loss_bbox_dn_4: 0.1936 (0.1833)  loss_bbox_dn_5: 0.1937 (0.1833)  loss_giou: 0.4973 (0.4860)  loss_giou_aux_0: 0.5154 (0.5111)  loss_giou_aux_1: 0.4971 (0.4965)  loss_giou_aux_2: 0.4896 (0.4911)  loss_giou_aux_3: 0.4929 (0.4875)  loss_giou_aux_4: 0.4877 (0.4864)  loss_giou_aux_5: 0.5679 (0.5790)  loss_giou_dn_0: 0.5943 (0.5998)  loss_giou_dn_1: 0.4911 (0.4946)  loss_giou_dn_2: 0.4620 (0.4652)  loss_giou_dn_3: 0.4596 (0.4567)  loss_giou_dn_4: 0.4569 (0.4547)  loss_giou_dn_5: 0.4571 (0.4549)  loss_vfl: 0.6995 (0.6925)  loss_vfl_aux_0: 0.7941 (0.8035)  loss_vfl_aux_1: 0.7424 (0.7522)  loss_vfl_aux_2: 0.7099 (0.7186)  loss_vfl_aux_3: 0.7089 (0.7032)  loss_vfl_aux_4: 0.6952 (0.6954)  loss_vfl_aux_5: 0.7778 (0.7812)  loss_vfl_dn_0: 0.4582 (0.4592)  loss_vfl_dn_1: 0.3977 (0.3954)  loss_vfl_dn_2: 0.3814 (0.3793)  loss_vfl_dn_3: 0.3744 (0.3717)  loss_vfl_dn_4: 0.3722 (0.3690)  loss_vfl_dn_5: 0.3707 (0.3682)  time: 0.4660  data: 0.0145  max mem: 5654
Epoch: [31]  [7100/7393]  eta: 0:02:21  lr: 0.000010  loss: 16.3752 (16.3827)  loss_bbox: 0.1554 (0.1594)  loss_bbox_aux_0: 0.1680 (0.1731)  loss_bbox_aux_1: 0.1586 (0.1646)  loss_bbox_aux_2: 0.1475 (0.1620)  loss_bbox_aux_3: 0.1562 (0.1600)  loss_bbox_aux_4: 0.1523 (0.1595)  loss_bbox_aux_5: 0.2027 (0.2118)  loss_bbox_dn_0: 0.2699 (0.2828)  loss_bbox_dn_1: 0.2039 (0.2140)  loss_bbox_dn_2: 0.1884 (0.1917)  loss_bbox_dn_3: 0.1769 (0.1848)  loss_bbox_dn_4: 0.1729 (0.1833)  loss_bbox_dn_5: 0.1729 (0.1833)  loss_giou: 0.5046 (0.4859)  loss_giou_aux_0: 0.5117 (0.5110)  loss_giou_aux_1: 0.5045 (0.4964)  loss_giou_aux_2: 0.5019 (0.4911)  loss_giou_aux_3: 0.4994 (0.4875)  loss_giou_aux_4: 0.5086 (0.4863)  loss_giou_aux_5: 0.5879 (0.5789)  loss_giou_dn_0: 0.6326 (0.5997)  loss_giou_dn_1: 0.5225 (0.4946)  loss_giou_dn_2: 0.4795 (0.4651)  loss_giou_dn_3: 0.4752 (0.4566)  loss_giou_dn_4: 0.4732 (0.4546)  loss_giou_dn_5: 0.4730 (0.4548)  loss_vfl: 0.6511 (0.6926)  loss_vfl_aux_0: 0.7640 (0.8035)  loss_vfl_aux_1: 0.7144 (0.7523)  loss_vfl_aux_2: 0.6768 (0.7187)  loss_vfl_aux_3: 0.6635 (0.7032)  loss_vfl_aux_4: 0.6427 (0.6954)  loss_vfl_aux_5: 0.7608 (0.7813)  loss_vfl_dn_0: 0.4615 (0.4592)  loss_vfl_dn_1: 0.3917 (0.3954)  loss_vfl_dn_2: 0.3762 (0.3793)  loss_vfl_dn_3: 0.3681 (0.3717)  loss_vfl_dn_4: 0.3662 (0.3690)  loss_vfl_dn_5: 0.3640 (0.3683)  time: 0.4789  data: 0.0140  max mem: 5654
Epoch: [31]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 16.5613 (16.3821)  loss_bbox: 0.1607 (0.1594)  loss_bbox_aux_0: 0.1857 (0.1730)  loss_bbox_aux_1: 0.1686 (0.1645)  loss_bbox_aux_2: 0.1659 (0.1620)  loss_bbox_aux_3: 0.1601 (0.1600)  loss_bbox_aux_4: 0.1645 (0.1594)  loss_bbox_aux_5: 0.2030 (0.2118)  loss_bbox_dn_0: 0.3032 (0.2827)  loss_bbox_dn_1: 0.2289 (0.2138)  loss_bbox_dn_2: 0.2099 (0.1916)  loss_bbox_dn_3: 0.2047 (0.1846)  loss_bbox_dn_4: 0.2043 (0.1832)  loss_bbox_dn_5: 0.2043 (0.1832)  loss_giou: 0.4811 (0.4861)  loss_giou_aux_0: 0.5047 (0.5111)  loss_giou_aux_1: 0.4877 (0.4965)  loss_giou_aux_2: 0.4879 (0.4912)  loss_giou_aux_3: 0.4857 (0.4876)  loss_giou_aux_4: 0.4811 (0.4864)  loss_giou_aux_5: 0.5578 (0.5790)  loss_giou_dn_0: 0.5872 (0.5998)  loss_giou_dn_1: 0.4908 (0.4946)  loss_giou_dn_2: 0.4670 (0.4652)  loss_giou_dn_3: 0.4626 (0.4567)  loss_giou_dn_4: 0.4625 (0.4547)  loss_giou_dn_5: 0.4625 (0.4549)  loss_vfl: 0.6906 (0.6925)  loss_vfl_aux_0: 0.7974 (0.8034)  loss_vfl_aux_1: 0.7425 (0.7522)  loss_vfl_aux_2: 0.7201 (0.7186)  loss_vfl_aux_3: 0.7104 (0.7031)  loss_vfl_aux_4: 0.6968 (0.6953)  loss_vfl_aux_5: 0.7919 (0.7812)  loss_vfl_dn_0: 0.4591 (0.4592)  loss_vfl_dn_1: 0.3942 (0.3954)  loss_vfl_dn_2: 0.3773 (0.3793)  loss_vfl_dn_3: 0.3721 (0.3717)  loss_vfl_dn_4: 0.3707 (0.3690)  loss_vfl_dn_5: 0.3697 (0.3683)  time: 0.4582  data: 0.0137  max mem: 5654
Epoch: [31]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 16.2464 (16.3802)  loss_bbox: 0.1470 (0.1594)  loss_bbox_aux_0: 0.1702 (0.1730)  loss_bbox_aux_1: 0.1504 (0.1645)  loss_bbox_aux_2: 0.1496 (0.1619)  loss_bbox_aux_3: 0.1475 (0.1599)  loss_bbox_aux_4: 0.1470 (0.1594)  loss_bbox_aux_5: 0.2065 (0.2118)  loss_bbox_dn_0: 0.2592 (0.2827)  loss_bbox_dn_1: 0.2051 (0.2138)  loss_bbox_dn_2: 0.1858 (0.1916)  loss_bbox_dn_3: 0.1817 (0.1846)  loss_bbox_dn_4: 0.1815 (0.1832)  loss_bbox_dn_5: 0.1816 (0.1832)  loss_giou: 0.4442 (0.4859)  loss_giou_aux_0: 0.4661 (0.5109)  loss_giou_aux_1: 0.4536 (0.4963)  loss_giou_aux_2: 0.4525 (0.4909)  loss_giou_aux_3: 0.4456 (0.4874)  loss_giou_aux_4: 0.4463 (0.4863)  loss_giou_aux_5: 0.5353 (0.5788)  loss_giou_dn_0: 0.6019 (0.5997)  loss_giou_dn_1: 0.4915 (0.4945)  loss_giou_dn_2: 0.4560 (0.4651)  loss_giou_dn_3: 0.4430 (0.4566)  loss_giou_dn_4: 0.4394 (0.4546)  loss_giou_dn_5: 0.4395 (0.4548)  loss_vfl: 0.6966 (0.6925)  loss_vfl_aux_0: 0.7976 (0.8034)  loss_vfl_aux_1: 0.7381 (0.7522)  loss_vfl_aux_2: 0.7399 (0.7187)  loss_vfl_aux_3: 0.7269 (0.7032)  loss_vfl_aux_4: 0.7070 (0.6953)  loss_vfl_aux_5: 0.7574 (0.7813)  loss_vfl_dn_0: 0.4562 (0.4592)  loss_vfl_dn_1: 0.3960 (0.3954)  loss_vfl_dn_2: 0.3774 (0.3793)  loss_vfl_dn_3: 0.3733 (0.3717)  loss_vfl_dn_4: 0.3718 (0.3690)  loss_vfl_dn_5: 0.3702 (0.3682)  time: 0.4830  data: 0.0141  max mem: 5654
Epoch: [31]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.5086 (16.3809)  loss_bbox: 0.1613 (0.1594)  loss_bbox_aux_0: 0.1643 (0.1730)  loss_bbox_aux_1: 0.1611 (0.1646)  loss_bbox_aux_2: 0.1601 (0.1620)  loss_bbox_aux_3: 0.1612 (0.1600)  loss_bbox_aux_4: 0.1585 (0.1595)  loss_bbox_aux_5: 0.2024 (0.2118)  loss_bbox_dn_0: 0.2472 (0.2826)  loss_bbox_dn_1: 0.1844 (0.2138)  loss_bbox_dn_2: 0.1693 (0.1916)  loss_bbox_dn_3: 0.1575 (0.1846)  loss_bbox_dn_4: 0.1525 (0.1831)  loss_bbox_dn_5: 0.1523 (0.1831)  loss_giou: 0.4471 (0.4859)  loss_giou_aux_0: 0.4658 (0.5110)  loss_giou_aux_1: 0.4567 (0.4964)  loss_giou_aux_2: 0.4601 (0.4910)  loss_giou_aux_3: 0.4498 (0.4874)  loss_giou_aux_4: 0.4585 (0.4863)  loss_giou_aux_5: 0.5479 (0.5788)  loss_giou_dn_0: 0.5836 (0.5997)  loss_giou_dn_1: 0.4758 (0.4945)  loss_giou_dn_2: 0.4422 (0.4651)  loss_giou_dn_3: 0.4369 (0.4566)  loss_giou_dn_4: 0.4335 (0.4546)  loss_giou_dn_5: 0.4335 (0.4548)  loss_vfl: 0.6655 (0.6926)  loss_vfl_aux_0: 0.7925 (0.8034)  loss_vfl_aux_1: 0.7448 (0.7522)  loss_vfl_aux_2: 0.6872 (0.7187)  loss_vfl_aux_3: 0.6849 (0.7032)  loss_vfl_aux_4: 0.6626 (0.6954)  loss_vfl_aux_5: 0.7615 (0.7814)  loss_vfl_dn_0: 0.4513 (0.4592)  loss_vfl_dn_1: 0.3875 (0.3954)  loss_vfl_dn_2: 0.3675 (0.3793)  loss_vfl_dn_3: 0.3594 (0.3717)  loss_vfl_dn_4: 0.3563 (0.3690)  loss_vfl_dn_5: 0.3574 (0.3682)  time: 0.4820  data: 0.0149  max mem: 5654
Epoch: [31] Total time: 0:59:27 (0.4826 s / it)
Averaged stats: lr: 0.000010  loss: 16.5086 (16.3809)  loss_bbox: 0.1613 (0.1594)  loss_bbox_aux_0: 0.1643 (0.1730)  loss_bbox_aux_1: 0.1611 (0.1646)  loss_bbox_aux_2: 0.1601 (0.1620)  loss_bbox_aux_3: 0.1612 (0.1600)  loss_bbox_aux_4: 0.1585 (0.1595)  loss_bbox_aux_5: 0.2024 (0.2118)  loss_bbox_dn_0: 0.2472 (0.2826)  loss_bbox_dn_1: 0.1844 (0.2138)  loss_bbox_dn_2: 0.1693 (0.1916)  loss_bbox_dn_3: 0.1575 (0.1846)  loss_bbox_dn_4: 0.1525 (0.1831)  loss_bbox_dn_5: 0.1523 (0.1831)  loss_giou: 0.4471 (0.4859)  loss_giou_aux_0: 0.4658 (0.5110)  loss_giou_aux_1: 0.4567 (0.4964)  loss_giou_aux_2: 0.4601 (0.4910)  loss_giou_aux_3: 0.4498 (0.4874)  loss_giou_aux_4: 0.4585 (0.4863)  loss_giou_aux_5: 0.5479 (0.5788)  loss_giou_dn_0: 0.5836 (0.5997)  loss_giou_dn_1: 0.4758 (0.4945)  loss_giou_dn_2: 0.4422 (0.4651)  loss_giou_dn_3: 0.4369 (0.4566)  loss_giou_dn_4: 0.4335 (0.4546)  loss_giou_dn_5: 0.4335 (0.4548)  loss_vfl: 0.6655 (0.6926)  loss_vfl_aux_0: 0.7925 (0.8034)  loss_vfl_aux_1: 0.7448 (0.7522)  loss_vfl_aux_2: 0.6872 (0.7187)  loss_vfl_aux_3: 0.6849 (0.7032)  loss_vfl_aux_4: 0.6626 (0.6954)  loss_vfl_aux_5: 0.7615 (0.7814)  loss_vfl_dn_0: 0.4513 (0.4592)  loss_vfl_dn_1: 0.3875 (0.3954)  loss_vfl_dn_2: 0.3675 (0.3793)  loss_vfl_dn_3: 0.3594 (0.3717)  loss_vfl_dn_4: 0.3563 (0.3690)  loss_vfl_dn_5: 0.3574 (0.3682)
Test:  [  0/157]  eta: 0:20:37    time: 7.8842  data: 1.2173  max mem: 5654
Test:  [ 10/157]  eta: 0:02:36    time: 1.0629  data: 0.1297  max mem: 5654
Test:  [ 20/157]  eta: 0:01:41    time: 0.3848  data: 0.0228  max mem: 5654
Test:  [ 30/157]  eta: 0:01:20    time: 0.3921  data: 0.0260  max mem: 5654
Test:  [ 40/157]  eta: 0:01:06    time: 0.3921  data: 0.0264  max mem: 5654
Test:  [ 50/157]  eta: 0:00:57    time: 0.3924  data: 0.0264  max mem: 5654
Test:  [ 60/157]  eta: 0:00:49    time: 0.3939  data: 0.0266  max mem: 5654
Test:  [ 70/157]  eta: 0:00:42    time: 0.3845  data: 0.0265  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3882  data: 0.0263  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3958  data: 0.0257  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3877  data: 0.0258  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3898  data: 0.0265  max mem: 5654
Test:  [120/157]  eta: 0:00:18    time: 0.6779  data: 0.0265  max mem: 5654
Test:  [130/157]  eta: 0:00:13    time: 0.6746  data: 0.0257  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.3801  data: 0.0263  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3671  data: 0.0260  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3604  data: 0.0255  max mem: 5654
Test: Total time: 0:01:14 (0.4722 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.08s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.518
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.699
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.560
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.339
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.563
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.697
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.387
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.647
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.716
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.542
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.762
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.889
best_stat:  {'epoch': 31, 'coco_eval_bbox': 0.5181944176905069}
Epoch: [32]  [   0/7393]  eta: 13:03:47  lr: 0.000010  loss: 15.6969 (15.6969)  loss_bbox: 0.1874 (0.1874)  loss_bbox_aux_0: 0.2290 (0.2290)  loss_bbox_aux_1: 0.1841 (0.1841)  loss_bbox_aux_2: 0.1797 (0.1797)  loss_bbox_aux_3: 0.1696 (0.1696)  loss_bbox_aux_4: 0.1751 (0.1751)  loss_bbox_aux_5: 0.2590 (0.2590)  loss_bbox_dn_0: 0.3303 (0.3303)  loss_bbox_dn_1: 0.2351 (0.2351)  loss_bbox_dn_2: 0.2004 (0.2004)  loss_bbox_dn_3: 0.1838 (0.1838)  loss_bbox_dn_4: 0.1828 (0.1828)  loss_bbox_dn_5: 0.1825 (0.1825)  loss_giou: 0.4119 (0.4119)  loss_giou_aux_0: 0.4701 (0.4701)  loss_giou_aux_1: 0.4284 (0.4284)  loss_giou_aux_2: 0.4122 (0.4122)  loss_giou_aux_3: 0.4024 (0.4024)  loss_giou_aux_4: 0.4035 (0.4035)  loss_giou_aux_5: 0.4940 (0.4940)  loss_giou_dn_0: 0.5911 (0.5911)  loss_giou_dn_1: 0.4819 (0.4819)  loss_giou_dn_2: 0.4400 (0.4400)  loss_giou_dn_3: 0.4223 (0.4223)  loss_giou_dn_4: 0.4202 (0.4202)  loss_giou_dn_5: 0.4201 (0.4201)  loss_vfl: 0.6482 (0.6482)  loss_vfl_aux_0: 0.7192 (0.7192)  loss_vfl_aux_1: 0.7153 (0.7153)  loss_vfl_aux_2: 0.6938 (0.6938)  loss_vfl_aux_3: 0.6976 (0.6976)  loss_vfl_aux_4: 0.6776 (0.6776)  loss_vfl_aux_5: 0.7669 (0.7669)  loss_vfl_dn_0: 0.4542 (0.4542)  loss_vfl_dn_1: 0.3874 (0.3874)  loss_vfl_dn_2: 0.3691 (0.3691)  loss_vfl_dn_3: 0.3584 (0.3584)  loss_vfl_dn_4: 0.3570 (0.3570)  loss_vfl_dn_5: 0.3555 (0.3555)  time: 6.3610  data: 2.6319  max mem: 5654
Epoch: [32]  [ 100/7393]  eta: 1:05:41  lr: 0.000010  loss: 16.1033 (16.2675)  loss_bbox: 0.1579 (0.1608)  loss_bbox_aux_0: 0.1618 (0.1753)  loss_bbox_aux_1: 0.1536 (0.1663)  loss_bbox_aux_2: 0.1486 (0.1638)  loss_bbox_aux_3: 0.1449 (0.1616)  loss_bbox_aux_4: 0.1422 (0.1607)  loss_bbox_aux_5: 0.1990 (0.2146)  loss_bbox_dn_0: 0.2266 (0.2853)  loss_bbox_dn_1: 0.1732 (0.2137)  loss_bbox_dn_2: 0.1561 (0.1900)  loss_bbox_dn_3: 0.1505 (0.1824)  loss_bbox_dn_4: 0.1484 (0.1809)  loss_bbox_dn_5: 0.1480 (0.1809)  loss_giou: 0.4752 (0.4819)  loss_giou_aux_0: 0.5000 (0.5076)  loss_giou_aux_1: 0.4999 (0.4912)  loss_giou_aux_2: 0.4754 (0.4863)  loss_giou_aux_3: 0.4929 (0.4826)  loss_giou_aux_4: 0.4748 (0.4810)  loss_giou_aux_5: 0.5790 (0.5748)  loss_giou_dn_0: 0.5958 (0.5943)  loss_giou_dn_1: 0.4824 (0.4872)  loss_giou_dn_2: 0.4632 (0.4565)  loss_giou_dn_3: 0.4550 (0.4474)  loss_giou_dn_4: 0.4511 (0.4451)  loss_giou_dn_5: 0.4503 (0.4453)  loss_vfl: 0.6497 (0.6860)  loss_vfl_aux_0: 0.7571 (0.7917)  loss_vfl_aux_1: 0.6886 (0.7439)  loss_vfl_aux_2: 0.6718 (0.7124)  loss_vfl_aux_3: 0.6641 (0.6991)  loss_vfl_aux_4: 0.6595 (0.6896)  loss_vfl_aux_5: 0.7137 (0.7788)  loss_vfl_dn_0: 0.4591 (0.4613)  loss_vfl_dn_1: 0.3982 (0.3961)  loss_vfl_dn_2: 0.3839 (0.3801)  loss_vfl_dn_3: 0.3811 (0.3725)  loss_vfl_dn_4: 0.3777 (0.3695)  loss_vfl_dn_5: 0.3777 (0.3689)  time: 0.4825  data: 0.0144  max mem: 5654
Epoch: [32]  [ 200/7393]  eta: 1:09:20  lr: 0.000010  loss: 15.9371 (16.2720)  loss_bbox: 0.1578 (0.1592)  loss_bbox_aux_0: 0.1639 (0.1732)  loss_bbox_aux_1: 0.1604 (0.1638)  loss_bbox_aux_2: 0.1588 (0.1619)  loss_bbox_aux_3: 0.1671 (0.1593)  loss_bbox_aux_4: 0.1572 (0.1590)  loss_bbox_aux_5: 0.2129 (0.2128)  loss_bbox_dn_0: 0.2638 (0.2837)  loss_bbox_dn_1: 0.2072 (0.2133)  loss_bbox_dn_2: 0.1821 (0.1899)  loss_bbox_dn_3: 0.1729 (0.1826)  loss_bbox_dn_4: 0.1727 (0.1811)  loss_bbox_dn_5: 0.1726 (0.1811)  loss_giou: 0.4499 (0.4835)  loss_giou_aux_0: 0.4723 (0.5077)  loss_giou_aux_1: 0.4576 (0.4928)  loss_giou_aux_2: 0.4518 (0.4872)  loss_giou_aux_3: 0.4508 (0.4838)  loss_giou_aux_4: 0.4499 (0.4827)  loss_giou_aux_5: 0.5441 (0.5757)  loss_giou_dn_0: 0.5804 (0.5931)  loss_giou_dn_1: 0.4749 (0.4878)  loss_giou_dn_2: 0.4550 (0.4576)  loss_giou_dn_3: 0.4459 (0.4487)  loss_giou_dn_4: 0.4434 (0.4466)  loss_giou_dn_5: 0.4438 (0.4467)  loss_vfl: 0.7079 (0.6878)  loss_vfl_aux_0: 0.8092 (0.7948)  loss_vfl_aux_1: 0.7647 (0.7475)  loss_vfl_aux_2: 0.7259 (0.7168)  loss_vfl_aux_3: 0.7111 (0.7018)  loss_vfl_aux_4: 0.7104 (0.6918)  loss_vfl_aux_5: 0.7890 (0.7756)  loss_vfl_dn_0: 0.4555 (0.4593)  loss_vfl_dn_1: 0.3958 (0.3949)  loss_vfl_dn_2: 0.3795 (0.3787)  loss_vfl_dn_3: 0.3698 (0.3713)  loss_vfl_dn_4: 0.3687 (0.3685)  loss_vfl_dn_5: 0.3683 (0.3681)  time: 0.4808  data: 0.0148  max mem: 5654
Epoch: [32]  [ 300/7393]  eta: 1:04:26  lr: 0.000010  loss: 16.4192 (16.3043)  loss_bbox: 0.1539 (0.1582)  loss_bbox_aux_0: 0.1660 (0.1722)  loss_bbox_aux_1: 0.1542 (0.1637)  loss_bbox_aux_2: 0.1527 (0.1616)  loss_bbox_aux_3: 0.1590 (0.1586)  loss_bbox_aux_4: 0.1495 (0.1580)  loss_bbox_aux_5: 0.1957 (0.2112)  loss_bbox_dn_0: 0.2554 (0.2823)  loss_bbox_dn_1: 0.1862 (0.2125)  loss_bbox_dn_2: 0.1669 (0.1894)  loss_bbox_dn_3: 0.1594 (0.1823)  loss_bbox_dn_4: 0.1591 (0.1808)  loss_bbox_dn_5: 0.1594 (0.1808)  loss_giou: 0.5079 (0.4842)  loss_giou_aux_0: 0.5251 (0.5073)  loss_giou_aux_1: 0.5205 (0.4935)  loss_giou_aux_2: 0.5149 (0.4880)  loss_giou_aux_3: 0.5089 (0.4846)  loss_giou_aux_4: 0.5102 (0.4837)  loss_giou_aux_5: 0.6047 (0.5748)  loss_giou_dn_0: 0.5989 (0.5950)  loss_giou_dn_1: 0.4977 (0.4902)  loss_giou_dn_2: 0.4624 (0.4603)  loss_giou_dn_3: 0.4590 (0.4515)  loss_giou_dn_4: 0.4569 (0.4495)  loss_giou_dn_5: 0.4572 (0.4496)  loss_vfl: 0.6910 (0.6912)  loss_vfl_aux_0: 0.7945 (0.8004)  loss_vfl_aux_1: 0.7346 (0.7480)  loss_vfl_aux_2: 0.6998 (0.7181)  loss_vfl_aux_3: 0.7023 (0.7046)  loss_vfl_aux_4: 0.6969 (0.6953)  loss_vfl_aux_5: 0.7763 (0.7812)  loss_vfl_dn_0: 0.4572 (0.4593)  loss_vfl_dn_1: 0.3919 (0.3950)  loss_vfl_dn_2: 0.3776 (0.3793)  loss_vfl_dn_3: 0.3700 (0.3714)  loss_vfl_dn_4: 0.3682 (0.3687)  loss_vfl_dn_5: 0.3672 (0.3682)  time: 0.4732  data: 0.0154  max mem: 5654
Epoch: [32]  [ 400/7393]  eta: 1:01:32  lr: 0.000010  loss: 16.2047 (16.2881)  loss_bbox: 0.1501 (0.1581)  loss_bbox_aux_0: 0.1755 (0.1722)  loss_bbox_aux_1: 0.1698 (0.1638)  loss_bbox_aux_2: 0.1645 (0.1615)  loss_bbox_aux_3: 0.1516 (0.1585)  loss_bbox_aux_4: 0.1542 (0.1580)  loss_bbox_aux_5: 0.2097 (0.2101)  loss_bbox_dn_0: 0.2884 (0.2828)  loss_bbox_dn_1: 0.2172 (0.2128)  loss_bbox_dn_2: 0.1959 (0.1896)  loss_bbox_dn_3: 0.1895 (0.1825)  loss_bbox_dn_4: 0.1885 (0.1809)  loss_bbox_dn_5: 0.1887 (0.1809)  loss_giou: 0.4323 (0.4817)  loss_giou_aux_0: 0.4588 (0.5056)  loss_giou_aux_1: 0.4598 (0.4918)  loss_giou_aux_2: 0.4590 (0.4864)  loss_giou_aux_3: 0.4446 (0.4823)  loss_giou_aux_4: 0.4371 (0.4815)  loss_giou_aux_5: 0.5313 (0.5724)  loss_giou_dn_0: 0.5583 (0.5954)  loss_giou_dn_1: 0.4474 (0.4900)  loss_giou_dn_2: 0.4233 (0.4598)  loss_giou_dn_3: 0.4100 (0.4510)  loss_giou_dn_4: 0.4084 (0.4489)  loss_giou_dn_5: 0.4086 (0.4490)  loss_vfl: 0.7117 (0.6924)  loss_vfl_aux_0: 0.8213 (0.8001)  loss_vfl_aux_1: 0.7552 (0.7474)  loss_vfl_aux_2: 0.7110 (0.7173)  loss_vfl_aux_3: 0.7169 (0.7050)  loss_vfl_aux_4: 0.7030 (0.6959)  loss_vfl_aux_5: 0.7744 (0.7826)  loss_vfl_dn_0: 0.4643 (0.4593)  loss_vfl_dn_1: 0.3962 (0.3949)  loss_vfl_dn_2: 0.3793 (0.3788)  loss_vfl_dn_3: 0.3720 (0.3709)  loss_vfl_dn_4: 0.3684 (0.3682)  loss_vfl_dn_5: 0.3687 (0.3676)  time: 0.4843  data: 0.0137  max mem: 5654
Epoch: [32]  [ 500/7393]  eta: 0:59:31  lr: 0.000010  loss: 17.0179 (16.3176)  loss_bbox: 0.1754 (0.1577)  loss_bbox_aux_0: 0.1726 (0.1719)  loss_bbox_aux_1: 0.1834 (0.1637)  loss_bbox_aux_2: 0.1766 (0.1614)  loss_bbox_aux_3: 0.1791 (0.1582)  loss_bbox_aux_4: 0.1741 (0.1576)  loss_bbox_aux_5: 0.2209 (0.2101)  loss_bbox_dn_0: 0.2674 (0.2829)  loss_bbox_dn_1: 0.2115 (0.2131)  loss_bbox_dn_2: 0.1779 (0.1899)  loss_bbox_dn_3: 0.1713 (0.1828)  loss_bbox_dn_4: 0.1705 (0.1813)  loss_bbox_dn_5: 0.1706 (0.1813)  loss_giou: 0.5097 (0.4817)  loss_giou_aux_0: 0.5345 (0.5065)  loss_giou_aux_1: 0.5269 (0.4929)  loss_giou_aux_2: 0.5116 (0.4873)  loss_giou_aux_3: 0.5109 (0.4829)  loss_giou_aux_4: 0.5113 (0.4817)  loss_giou_aux_5: 0.6147 (0.5737)  loss_giou_dn_0: 0.6131 (0.5976)  loss_giou_dn_1: 0.5135 (0.4917)  loss_giou_dn_2: 0.4816 (0.4613)  loss_giou_dn_3: 0.4731 (0.4525)  loss_giou_dn_4: 0.4704 (0.4504)  loss_giou_dn_5: 0.4704 (0.4506)  loss_vfl: 0.6671 (0.6950)  loss_vfl_aux_0: 0.7894 (0.8020)  loss_vfl_aux_1: 0.7307 (0.7485)  loss_vfl_aux_2: 0.7249 (0.7188)  loss_vfl_aux_3: 0.7036 (0.7071)  loss_vfl_aux_4: 0.6801 (0.6982)  loss_vfl_aux_5: 0.7426 (0.7833)  loss_vfl_dn_0: 0.4621 (0.4596)  loss_vfl_dn_1: 0.3973 (0.3954)  loss_vfl_dn_2: 0.3789 (0.3792)  loss_vfl_dn_3: 0.3746 (0.3712)  loss_vfl_dn_4: 0.3719 (0.3686)  loss_vfl_dn_5: 0.3711 (0.3679)  time: 0.4733  data: 0.0141  max mem: 5654
Epoch: [32]  [ 600/7393]  eta: 0:57:58  lr: 0.000010  loss: 16.1972 (16.3039)  loss_bbox: 0.1550 (0.1568)  loss_bbox_aux_0: 0.1619 (0.1707)  loss_bbox_aux_1: 0.1570 (0.1624)  loss_bbox_aux_2: 0.1515 (0.1601)  loss_bbox_aux_3: 0.1546 (0.1574)  loss_bbox_aux_4: 0.1553 (0.1566)  loss_bbox_aux_5: 0.1993 (0.2087)  loss_bbox_dn_0: 0.2534 (0.2816)  loss_bbox_dn_1: 0.1853 (0.2120)  loss_bbox_dn_2: 0.1576 (0.1890)  loss_bbox_dn_3: 0.1542 (0.1819)  loss_bbox_dn_4: 0.1545 (0.1803)  loss_bbox_dn_5: 0.1545 (0.1804)  loss_giou: 0.4780 (0.4831)  loss_giou_aux_0: 0.4949 (0.5075)  loss_giou_aux_1: 0.4845 (0.4940)  loss_giou_aux_2: 0.4677 (0.4885)  loss_giou_aux_3: 0.4764 (0.4845)  loss_giou_aux_4: 0.4779 (0.4830)  loss_giou_aux_5: 0.5514 (0.5749)  loss_giou_dn_0: 0.6005 (0.5980)  loss_giou_dn_1: 0.4954 (0.4922)  loss_giou_dn_2: 0.4589 (0.4621)  loss_giou_dn_3: 0.4446 (0.4534)  loss_giou_dn_4: 0.4426 (0.4513)  loss_giou_dn_5: 0.4425 (0.4514)  loss_vfl: 0.6827 (0.6936)  loss_vfl_aux_0: 0.7774 (0.8004)  loss_vfl_aux_1: 0.7402 (0.7474)  loss_vfl_aux_2: 0.7217 (0.7172)  loss_vfl_aux_3: 0.6935 (0.7046)  loss_vfl_aux_4: 0.6842 (0.6968)  loss_vfl_aux_5: 0.7819 (0.7828)  loss_vfl_dn_0: 0.4591 (0.4589)  loss_vfl_dn_1: 0.3918 (0.3949)  loss_vfl_dn_2: 0.3772 (0.3787)  loss_vfl_dn_3: 0.3689 (0.3709)  loss_vfl_dn_4: 0.3687 (0.3683)  loss_vfl_dn_5: 0.3690 (0.3676)  time: 0.4676  data: 0.0144  max mem: 5654
Epoch: [32]  [ 700/7393]  eta: 0:56:34  lr: 0.000010  loss: 16.6736 (16.2888)  loss_bbox: 0.1389 (0.1564)  loss_bbox_aux_0: 0.1522 (0.1701)  loss_bbox_aux_1: 0.1429 (0.1615)  loss_bbox_aux_2: 0.1369 (0.1597)  loss_bbox_aux_3: 0.1396 (0.1570)  loss_bbox_aux_4: 0.1388 (0.1562)  loss_bbox_aux_5: 0.1800 (0.2077)  loss_bbox_dn_0: 0.2489 (0.2813)  loss_bbox_dn_1: 0.1935 (0.2119)  loss_bbox_dn_2: 0.1741 (0.1891)  loss_bbox_dn_3: 0.1579 (0.1820)  loss_bbox_dn_4: 0.1548 (0.1804)  loss_bbox_dn_5: 0.1547 (0.1804)  loss_giou: 0.5186 (0.4836)  loss_giou_aux_0: 0.5415 (0.5081)  loss_giou_aux_1: 0.5297 (0.4942)  loss_giou_aux_2: 0.5355 (0.4892)  loss_giou_aux_3: 0.5226 (0.4850)  loss_giou_aux_4: 0.5180 (0.4834)  loss_giou_aux_5: 0.5936 (0.5747)  loss_giou_dn_0: 0.6195 (0.5976)  loss_giou_dn_1: 0.5039 (0.4919)  loss_giou_dn_2: 0.4759 (0.4622)  loss_giou_dn_3: 0.4681 (0.4535)  loss_giou_dn_4: 0.4670 (0.4514)  loss_giou_dn_5: 0.4673 (0.4515)  loss_vfl: 0.6830 (0.6911)  loss_vfl_aux_0: 0.8119 (0.7998)  loss_vfl_aux_1: 0.7339 (0.7465)  loss_vfl_aux_2: 0.7144 (0.7148)  loss_vfl_aux_3: 0.6913 (0.7020)  loss_vfl_aux_4: 0.6854 (0.6945)  loss_vfl_aux_5: 0.7763 (0.7824)  loss_vfl_dn_0: 0.4618 (0.4588)  loss_vfl_dn_1: 0.3969 (0.3945)  loss_vfl_dn_2: 0.3839 (0.3784)  loss_vfl_dn_3: 0.3819 (0.3707)  loss_vfl_dn_4: 0.3776 (0.3681)  loss_vfl_dn_5: 0.3800 (0.3674)  time: 0.4678  data: 0.0143  max mem: 5654
Epoch: [32]  [ 800/7393]  eta: 0:55:18  lr: 0.000010  loss: 16.3605 (16.3112)  loss_bbox: 0.1582 (0.1566)  loss_bbox_aux_0: 0.1733 (0.1702)  loss_bbox_aux_1: 0.1646 (0.1619)  loss_bbox_aux_2: 0.1628 (0.1598)  loss_bbox_aux_3: 0.1610 (0.1573)  loss_bbox_aux_4: 0.1569 (0.1565)  loss_bbox_aux_5: 0.2134 (0.2075)  loss_bbox_dn_0: 0.2875 (0.2809)  loss_bbox_dn_1: 0.2146 (0.2120)  loss_bbox_dn_2: 0.1902 (0.1895)  loss_bbox_dn_3: 0.1848 (0.1824)  loss_bbox_dn_4: 0.1806 (0.1808)  loss_bbox_dn_5: 0.1808 (0.1808)  loss_giou: 0.4885 (0.4855)  loss_giou_aux_0: 0.5293 (0.5102)  loss_giou_aux_1: 0.5079 (0.4963)  loss_giou_aux_2: 0.5034 (0.4912)  loss_giou_aux_3: 0.5007 (0.4871)  loss_giou_aux_4: 0.4955 (0.4855)  loss_giou_aux_5: 0.5653 (0.5763)  loss_giou_dn_0: 0.6235 (0.5988)  loss_giou_dn_1: 0.5197 (0.4936)  loss_giou_dn_2: 0.4856 (0.4638)  loss_giou_dn_3: 0.4749 (0.4551)  loss_giou_dn_4: 0.4693 (0.4531)  loss_giou_dn_5: 0.4694 (0.4532)  loss_vfl: 0.7201 (0.6909)  loss_vfl_aux_0: 0.8062 (0.7983)  loss_vfl_aux_1: 0.7560 (0.7453)  loss_vfl_aux_2: 0.7271 (0.7144)  loss_vfl_aux_3: 0.7138 (0.7013)  loss_vfl_aux_4: 0.7125 (0.6939)  loss_vfl_aux_5: 0.7756 (0.7818)  loss_vfl_dn_0: 0.4577 (0.4587)  loss_vfl_dn_1: 0.4010 (0.3948)  loss_vfl_dn_2: 0.3844 (0.3786)  loss_vfl_dn_3: 0.3780 (0.3710)  loss_vfl_dn_4: 0.3750 (0.3684)  loss_vfl_dn_5: 0.3736 (0.3677)  time: 0.4794  data: 0.0140  max mem: 5654
Epoch: [32]  [ 900/7393]  eta: 0:54:11  lr: 0.000010  loss: 15.9492 (16.2799)  loss_bbox: 0.1568 (0.1564)  loss_bbox_aux_0: 0.1654 (0.1700)  loss_bbox_aux_1: 0.1580 (0.1617)  loss_bbox_aux_2: 0.1533 (0.1594)  loss_bbox_aux_3: 0.1517 (0.1571)  loss_bbox_aux_4: 0.1568 (0.1564)  loss_bbox_aux_5: 0.2000 (0.2076)  loss_bbox_dn_0: 0.2686 (0.2803)  loss_bbox_dn_1: 0.1997 (0.2116)  loss_bbox_dn_2: 0.1777 (0.1890)  loss_bbox_dn_3: 0.1726 (0.1820)  loss_bbox_dn_4: 0.1712 (0.1804)  loss_bbox_dn_5: 0.1712 (0.1804)  loss_giou: 0.4651 (0.4843)  loss_giou_aux_0: 0.4815 (0.5090)  loss_giou_aux_1: 0.4792 (0.4950)  loss_giou_aux_2: 0.4697 (0.4898)  loss_giou_aux_3: 0.4709 (0.4858)  loss_giou_aux_4: 0.4733 (0.4843)  loss_giou_aux_5: 0.5535 (0.5751)  loss_giou_dn_0: 0.5966 (0.5979)  loss_giou_dn_1: 0.4862 (0.4927)  loss_giou_dn_2: 0.4526 (0.4629)  loss_giou_dn_3: 0.4457 (0.4542)  loss_giou_dn_4: 0.4445 (0.4522)  loss_giou_dn_5: 0.4447 (0.4523)  loss_vfl: 0.6680 (0.6894)  loss_vfl_aux_0: 0.7669 (0.7969)  loss_vfl_aux_1: 0.7033 (0.7438)  loss_vfl_aux_2: 0.6822 (0.7131)  loss_vfl_aux_3: 0.6780 (0.6999)  loss_vfl_aux_4: 0.6603 (0.6925)  loss_vfl_aux_5: 0.7835 (0.7805)  loss_vfl_dn_0: 0.4512 (0.4584)  loss_vfl_dn_1: 0.3862 (0.3943)  loss_vfl_dn_2: 0.3672 (0.3782)  loss_vfl_dn_3: 0.3649 (0.3704)  loss_vfl_dn_4: 0.3596 (0.3679)  loss_vfl_dn_5: 0.3584 (0.3672)  time: 0.4778  data: 0.0146  max mem: 5654
Epoch: [32]  [1000/7393]  eta: 0:53:03  lr: 0.000010  loss: 16.3141 (16.2671)  loss_bbox: 0.1629 (0.1563)  loss_bbox_aux_0: 0.1748 (0.1701)  loss_bbox_aux_1: 0.1617 (0.1616)  loss_bbox_aux_2: 0.1643 (0.1592)  loss_bbox_aux_3: 0.1556 (0.1570)  loss_bbox_aux_4: 0.1585 (0.1563)  loss_bbox_aux_5: 0.2190 (0.2078)  loss_bbox_dn_0: 0.3107 (0.2809)  loss_bbox_dn_1: 0.2296 (0.2117)  loss_bbox_dn_2: 0.2015 (0.1891)  loss_bbox_dn_3: 0.1947 (0.1821)  loss_bbox_dn_4: 0.1914 (0.1805)  loss_bbox_dn_5: 0.1915 (0.1805)  loss_giou: 0.4279 (0.4831)  loss_giou_aux_0: 0.4444 (0.5076)  loss_giou_aux_1: 0.4418 (0.4936)  loss_giou_aux_2: 0.4344 (0.4884)  loss_giou_aux_3: 0.4288 (0.4846)  loss_giou_aux_4: 0.4319 (0.4831)  loss_giou_aux_5: 0.5210 (0.5739)  loss_giou_dn_0: 0.5720 (0.5975)  loss_giou_dn_1: 0.4626 (0.4919)  loss_giou_dn_2: 0.4266 (0.4621)  loss_giou_dn_3: 0.4120 (0.4534)  loss_giou_dn_4: 0.4076 (0.4513)  loss_giou_dn_5: 0.4081 (0.4515)  loss_vfl: 0.6977 (0.6891)  loss_vfl_aux_0: 0.8111 (0.7971)  loss_vfl_aux_1: 0.7621 (0.7439)  loss_vfl_aux_2: 0.7253 (0.7131)  loss_vfl_aux_3: 0.7144 (0.6998)  loss_vfl_aux_4: 0.7095 (0.6922)  loss_vfl_aux_5: 0.7998 (0.7805)  loss_vfl_dn_0: 0.4603 (0.4585)  loss_vfl_dn_1: 0.3930 (0.3942)  loss_vfl_dn_2: 0.3735 (0.3781)  loss_vfl_dn_3: 0.3649 (0.3704)  loss_vfl_dn_4: 0.3614 (0.3678)  loss_vfl_dn_5: 0.3610 (0.3671)  time: 0.4869  data: 0.0141  max mem: 5654
Epoch: [32]  [1100/7393]  eta: 0:52:01  lr: 0.000010  loss: 16.1435 (16.2700)  loss_bbox: 0.1563 (0.1559)  loss_bbox_aux_0: 0.1706 (0.1696)  loss_bbox_aux_1: 0.1567 (0.1612)  loss_bbox_aux_2: 0.1616 (0.1588)  loss_bbox_aux_3: 0.1582 (0.1566)  loss_bbox_aux_4: 0.1533 (0.1560)  loss_bbox_aux_5: 0.2053 (0.2073)  loss_bbox_dn_0: 0.2866 (0.2793)  loss_bbox_dn_1: 0.2135 (0.2105)  loss_bbox_dn_2: 0.1909 (0.1882)  loss_bbox_dn_3: 0.1867 (0.1813)  loss_bbox_dn_4: 0.1866 (0.1797)  loss_bbox_dn_5: 0.1866 (0.1797)  loss_giou: 0.4667 (0.4854)  loss_giou_aux_0: 0.4871 (0.5099)  loss_giou_aux_1: 0.4674 (0.4960)  loss_giou_aux_2: 0.4698 (0.4907)  loss_giou_aux_3: 0.4698 (0.4869)  loss_giou_aux_4: 0.4665 (0.4855)  loss_giou_aux_5: 0.5721 (0.5765)  loss_giou_dn_0: 0.6038 (0.5986)  loss_giou_dn_1: 0.4933 (0.4931)  loss_giou_dn_2: 0.4580 (0.4635)  loss_giou_dn_3: 0.4466 (0.4548)  loss_giou_dn_4: 0.4434 (0.4528)  loss_giou_dn_5: 0.4441 (0.4529)  loss_vfl: 0.6954 (0.6877)  loss_vfl_aux_0: 0.7933 (0.7952)  loss_vfl_aux_1: 0.7372 (0.7422)  loss_vfl_aux_2: 0.7112 (0.7115)  loss_vfl_aux_3: 0.7000 (0.6981)  loss_vfl_aux_4: 0.7053 (0.6906)  loss_vfl_aux_5: 0.7540 (0.7784)  loss_vfl_dn_0: 0.4630 (0.4583)  loss_vfl_dn_1: 0.3910 (0.3941)  loss_vfl_dn_2: 0.3766 (0.3780)  loss_vfl_dn_3: 0.3703 (0.3703)  loss_vfl_dn_4: 0.3670 (0.3677)  loss_vfl_dn_5: 0.3655 (0.3670)  time: 0.4794  data: 0.0144  max mem: 5654
Epoch: [32]  [1200/7393]  eta: 0:51:00  lr: 0.000010  loss: 16.3944 (16.2651)  loss_bbox: 0.1503 (0.1560)  loss_bbox_aux_0: 0.1608 (0.1698)  loss_bbox_aux_1: 0.1508 (0.1613)  loss_bbox_aux_2: 0.1532 (0.1589)  loss_bbox_aux_3: 0.1539 (0.1567)  loss_bbox_aux_4: 0.1496 (0.1560)  loss_bbox_aux_5: 0.2054 (0.2074)  loss_bbox_dn_0: 0.2370 (0.2790)  loss_bbox_dn_1: 0.1768 (0.2105)  loss_bbox_dn_2: 0.1607 (0.1882)  loss_bbox_dn_3: 0.1557 (0.1812)  loss_bbox_dn_4: 0.1539 (0.1797)  loss_bbox_dn_5: 0.1538 (0.1796)  loss_giou: 0.5224 (0.4847)  loss_giou_aux_0: 0.5458 (0.5095)  loss_giou_aux_1: 0.5241 (0.4954)  loss_giou_aux_2: 0.5282 (0.4901)  loss_giou_aux_3: 0.5231 (0.4862)  loss_giou_aux_4: 0.5219 (0.4847)  loss_giou_aux_5: 0.5878 (0.5763)  loss_giou_dn_0: 0.6130 (0.5983)  loss_giou_dn_1: 0.4993 (0.4928)  loss_giou_dn_2: 0.4719 (0.4631)  loss_giou_dn_3: 0.4615 (0.4544)  loss_giou_dn_4: 0.4597 (0.4524)  loss_giou_dn_5: 0.4605 (0.4526)  loss_vfl: 0.6684 (0.6882)  loss_vfl_aux_0: 0.7756 (0.7948)  loss_vfl_aux_1: 0.7379 (0.7426)  loss_vfl_aux_2: 0.6991 (0.7117)  loss_vfl_aux_3: 0.6841 (0.6985)  loss_vfl_aux_4: 0.6788 (0.6911)  loss_vfl_aux_5: 0.7751 (0.7780)  loss_vfl_dn_0: 0.4546 (0.4583)  loss_vfl_dn_1: 0.3920 (0.3940)  loss_vfl_dn_2: 0.3712 (0.3780)  loss_vfl_dn_3: 0.3638 (0.3704)  loss_vfl_dn_4: 0.3624 (0.3678)  loss_vfl_dn_5: 0.3626 (0.3671)  time: 0.4803  data: 0.0135  max mem: 5654
Epoch: [32]  [1300/7393]  eta: 0:50:04  lr: 0.000010  loss: 16.5010 (16.2744)  loss_bbox: 0.1535 (0.1563)  loss_bbox_aux_0: 0.1632 (0.1701)  loss_bbox_aux_1: 0.1595 (0.1616)  loss_bbox_aux_2: 0.1547 (0.1592)  loss_bbox_aux_3: 0.1598 (0.1571)  loss_bbox_aux_4: 0.1559 (0.1563)  loss_bbox_aux_5: 0.2124 (0.2079)  loss_bbox_dn_0: 0.2866 (0.2795)  loss_bbox_dn_1: 0.2140 (0.2108)  loss_bbox_dn_2: 0.2031 (0.1886)  loss_bbox_dn_3: 0.1971 (0.1817)  loss_bbox_dn_4: 0.1943 (0.1802)  loss_bbox_dn_5: 0.1943 (0.1802)  loss_giou: 0.4728 (0.4849)  loss_giou_aux_0: 0.4685 (0.5098)  loss_giou_aux_1: 0.4546 (0.4955)  loss_giou_aux_2: 0.4757 (0.4904)  loss_giou_aux_3: 0.4705 (0.4865)  loss_giou_aux_4: 0.4665 (0.4850)  loss_giou_aux_5: 0.5487 (0.5765)  loss_giou_dn_0: 0.5855 (0.5983)  loss_giou_dn_1: 0.4909 (0.4929)  loss_giou_dn_2: 0.4669 (0.4633)  loss_giou_dn_3: 0.4586 (0.4547)  loss_giou_dn_4: 0.4572 (0.4526)  loss_giou_dn_5: 0.4574 (0.4528)  loss_vfl: 0.7063 (0.6885)  loss_vfl_aux_0: 0.8206 (0.7948)  loss_vfl_aux_1: 0.7775 (0.7430)  loss_vfl_aux_2: 0.7279 (0.7119)  loss_vfl_aux_3: 0.7188 (0.6987)  loss_vfl_aux_4: 0.6945 (0.6914)  loss_vfl_aux_5: 0.7795 (0.7778)  loss_vfl_dn_0: 0.4589 (0.4583)  loss_vfl_dn_1: 0.3978 (0.3940)  loss_vfl_dn_2: 0.3810 (0.3780)  loss_vfl_dn_3: 0.3768 (0.3704)  loss_vfl_dn_4: 0.3715 (0.3678)  loss_vfl_dn_5: 0.3714 (0.3671)  time: 0.4613  data: 0.0133  max mem: 5654
Epoch: [32]  [1400/7393]  eta: 0:49:06  lr: 0.000010  loss: 16.2547 (16.2621)  loss_bbox: 0.1416 (0.1561)  loss_bbox_aux_0: 0.1554 (0.1700)  loss_bbox_aux_1: 0.1523 (0.1615)  loss_bbox_aux_2: 0.1506 (0.1591)  loss_bbox_aux_3: 0.1512 (0.1571)  loss_bbox_aux_4: 0.1462 (0.1562)  loss_bbox_aux_5: 0.2012 (0.2081)  loss_bbox_dn_0: 0.3001 (0.2798)  loss_bbox_dn_1: 0.2160 (0.2109)  loss_bbox_dn_2: 0.1928 (0.1885)  loss_bbox_dn_3: 0.1810 (0.1816)  loss_bbox_dn_4: 0.1762 (0.1801)  loss_bbox_dn_5: 0.1762 (0.1801)  loss_giou: 0.4353 (0.4831)  loss_giou_aux_0: 0.4598 (0.5079)  loss_giou_aux_1: 0.4432 (0.4937)  loss_giou_aux_2: 0.4221 (0.4886)  loss_giou_aux_3: 0.4253 (0.4848)  loss_giou_aux_4: 0.4360 (0.4832)  loss_giou_aux_5: 0.5409 (0.5752)  loss_giou_dn_0: 0.5930 (0.5976)  loss_giou_dn_1: 0.4886 (0.4920)  loss_giou_dn_2: 0.4584 (0.4623)  loss_giou_dn_3: 0.4450 (0.4537)  loss_giou_dn_4: 0.4416 (0.4516)  loss_giou_dn_5: 0.4418 (0.4518)  loss_vfl: 0.7210 (0.6893)  loss_vfl_aux_0: 0.8314 (0.7961)  loss_vfl_aux_1: 0.7762 (0.7439)  loss_vfl_aux_2: 0.7347 (0.7128)  loss_vfl_aux_3: 0.6946 (0.6991)  loss_vfl_aux_4: 0.7063 (0.6922)  loss_vfl_aux_5: 0.8215 (0.7789)  loss_vfl_dn_0: 0.4665 (0.4583)  loss_vfl_dn_1: 0.3912 (0.3939)  loss_vfl_dn_2: 0.3772 (0.3779)  loss_vfl_dn_3: 0.3715 (0.3703)  loss_vfl_dn_4: 0.3705 (0.3677)  loss_vfl_dn_5: 0.3699 (0.3670)  time: 0.4713  data: 0.0134  max mem: 5654
Epoch: [32]  [1500/7393]  eta: 0:48:13  lr: 0.000010  loss: 15.6486 (16.2647)  loss_bbox: 0.1423 (0.1561)  loss_bbox_aux_0: 0.1554 (0.1700)  loss_bbox_aux_1: 0.1489 (0.1616)  loss_bbox_aux_2: 0.1411 (0.1590)  loss_bbox_aux_3: 0.1420 (0.1570)  loss_bbox_aux_4: 0.1444 (0.1562)  loss_bbox_aux_5: 0.2073 (0.2082)  loss_bbox_dn_0: 0.2732 (0.2796)  loss_bbox_dn_1: 0.1979 (0.2108)  loss_bbox_dn_2: 0.1758 (0.1884)  loss_bbox_dn_3: 0.1697 (0.1815)  loss_bbox_dn_4: 0.1688 (0.1800)  loss_bbox_dn_5: 0.1688 (0.1800)  loss_giou: 0.4292 (0.4830)  loss_giou_aux_0: 0.4699 (0.5078)  loss_giou_aux_1: 0.4526 (0.4935)  loss_giou_aux_2: 0.4354 (0.4884)  loss_giou_aux_3: 0.4293 (0.4847)  loss_giou_aux_4: 0.4259 (0.4831)  loss_giou_aux_5: 0.5559 (0.5753)  loss_giou_dn_0: 0.5607 (0.5975)  loss_giou_dn_1: 0.4646 (0.4920)  loss_giou_dn_2: 0.4223 (0.4623)  loss_giou_dn_3: 0.4134 (0.4537)  loss_giou_dn_4: 0.4114 (0.4517)  loss_giou_dn_5: 0.4117 (0.4518)  loss_vfl: 0.6753 (0.6897)  loss_vfl_aux_0: 0.8242 (0.7970)  loss_vfl_aux_1: 0.7464 (0.7447)  loss_vfl_aux_2: 0.6949 (0.7135)  loss_vfl_aux_3: 0.6871 (0.6995)  loss_vfl_aux_4: 0.6752 (0.6926)  loss_vfl_aux_5: 0.7749 (0.7791)  loss_vfl_dn_0: 0.4563 (0.4583)  loss_vfl_dn_1: 0.3892 (0.3940)  loss_vfl_dn_2: 0.3696 (0.3779)  loss_vfl_dn_3: 0.3573 (0.3703)  loss_vfl_dn_4: 0.3601 (0.3677)  loss_vfl_dn_5: 0.3569 (0.3670)  time: 0.4787  data: 0.0143  max mem: 5654
Epoch: [32]  [1600/7393]  eta: 0:47:18  lr: 0.000010  loss: 16.0434 (16.2678)  loss_bbox: 0.1680 (0.1567)  loss_bbox_aux_0: 0.1664 (0.1705)  loss_bbox_aux_1: 0.1607 (0.1621)  loss_bbox_aux_2: 0.1559 (0.1595)  loss_bbox_aux_3: 0.1604 (0.1575)  loss_bbox_aux_4: 0.1624 (0.1567)  loss_bbox_aux_5: 0.2032 (0.2085)  loss_bbox_dn_0: 0.2650 (0.2797)  loss_bbox_dn_1: 0.2062 (0.2109)  loss_bbox_dn_2: 0.1869 (0.1887)  loss_bbox_dn_3: 0.1787 (0.1818)  loss_bbox_dn_4: 0.1764 (0.1803)  loss_bbox_dn_5: 0.1763 (0.1803)  loss_giou: 0.4697 (0.4831)  loss_giou_aux_0: 0.4892 (0.5077)  loss_giou_aux_1: 0.4816 (0.4934)  loss_giou_aux_2: 0.4657 (0.4884)  loss_giou_aux_3: 0.4535 (0.4847)  loss_giou_aux_4: 0.4565 (0.4833)  loss_giou_aux_5: 0.5586 (0.5752)  loss_giou_dn_0: 0.5815 (0.5972)  loss_giou_dn_1: 0.4777 (0.4917)  loss_giou_dn_2: 0.4491 (0.4621)  loss_giou_dn_3: 0.4376 (0.4535)  loss_giou_dn_4: 0.4355 (0.4514)  loss_giou_dn_5: 0.4359 (0.4516)  loss_vfl: 0.6698 (0.6893)  loss_vfl_aux_0: 0.7928 (0.7972)  loss_vfl_aux_1: 0.7516 (0.7447)  loss_vfl_aux_2: 0.6970 (0.7135)  loss_vfl_aux_3: 0.6998 (0.6994)  loss_vfl_aux_4: 0.6786 (0.6922)  loss_vfl_aux_5: 0.7699 (0.7789)  loss_vfl_dn_0: 0.4659 (0.4585)  loss_vfl_dn_1: 0.3952 (0.3941)  loss_vfl_dn_2: 0.3786 (0.3780)  loss_vfl_dn_3: 0.3741 (0.3705)  loss_vfl_dn_4: 0.3734 (0.3679)  loss_vfl_dn_5: 0.3721 (0.3671)  time: 0.4707  data: 0.0136  max mem: 5654
Epoch: [32]  [1700/7393]  eta: 0:46:43  lr: 0.000010  loss: 16.1146 (16.2808)  loss_bbox: 0.1476 (0.1568)  loss_bbox_aux_0: 0.1558 (0.1703)  loss_bbox_aux_1: 0.1481 (0.1621)  loss_bbox_aux_2: 0.1486 (0.1596)  loss_bbox_aux_3: 0.1572 (0.1576)  loss_bbox_aux_4: 0.1492 (0.1568)  loss_bbox_aux_5: 0.1998 (0.2084)  loss_bbox_dn_0: 0.2940 (0.2792)  loss_bbox_dn_1: 0.2273 (0.2108)  loss_bbox_dn_2: 0.2087 (0.1886)  loss_bbox_dn_3: 0.1987 (0.1818)  loss_bbox_dn_4: 0.1952 (0.1803)  loss_bbox_dn_5: 0.1950 (0.1803)  loss_giou: 0.4458 (0.4843)  loss_giou_aux_0: 0.4742 (0.5088)  loss_giou_aux_1: 0.4730 (0.4946)  loss_giou_aux_2: 0.4574 (0.4894)  loss_giou_aux_3: 0.4488 (0.4858)  loss_giou_aux_4: 0.4564 (0.4845)  loss_giou_aux_5: 0.5706 (0.5764)  loss_giou_dn_0: 0.5973 (0.5981)  loss_giou_dn_1: 0.4795 (0.4926)  loss_giou_dn_2: 0.4612 (0.4631)  loss_giou_dn_3: 0.4579 (0.4544)  loss_giou_dn_4: 0.4578 (0.4524)  loss_giou_dn_5: 0.4580 (0.4526)  loss_vfl: 0.6787 (0.6894)  loss_vfl_aux_0: 0.7993 (0.7971)  loss_vfl_aux_1: 0.7241 (0.7445)  loss_vfl_aux_2: 0.7049 (0.7135)  loss_vfl_aux_3: 0.6884 (0.6995)  loss_vfl_aux_4: 0.6868 (0.6922)  loss_vfl_aux_5: 0.7748 (0.7781)  loss_vfl_dn_0: 0.4562 (0.4584)  loss_vfl_dn_1: 0.3945 (0.3941)  loss_vfl_dn_2: 0.3760 (0.3782)  loss_vfl_dn_3: 0.3652 (0.3706)  loss_vfl_dn_4: 0.3636 (0.3680)  loss_vfl_dn_5: 0.3629 (0.3673)  time: 0.4640  data: 0.0139  max mem: 5654
Epoch: [32]  [1800/7393]  eta: 0:45:47  lr: 0.000010  loss: 16.0958 (16.2818)  loss_bbox: 0.1426 (0.1569)  loss_bbox_aux_0: 0.1608 (0.1703)  loss_bbox_aux_1: 0.1485 (0.1621)  loss_bbox_aux_2: 0.1418 (0.1596)  loss_bbox_aux_3: 0.1422 (0.1577)  loss_bbox_aux_4: 0.1430 (0.1569)  loss_bbox_aux_5: 0.1823 (0.2084)  loss_bbox_dn_0: 0.2525 (0.2792)  loss_bbox_dn_1: 0.1884 (0.2108)  loss_bbox_dn_2: 0.1694 (0.1886)  loss_bbox_dn_3: 0.1603 (0.1817)  loss_bbox_dn_4: 0.1566 (0.1802)  loss_bbox_dn_5: 0.1566 (0.1802)  loss_giou: 0.4650 (0.4845)  loss_giou_aux_0: 0.4765 (0.5089)  loss_giou_aux_1: 0.4790 (0.4949)  loss_giou_aux_2: 0.4644 (0.4896)  loss_giou_aux_3: 0.4657 (0.4860)  loss_giou_aux_4: 0.4647 (0.4848)  loss_giou_aux_5: 0.5457 (0.5765)  loss_giou_dn_0: 0.5975 (0.5981)  loss_giou_dn_1: 0.4862 (0.4927)  loss_giou_dn_2: 0.4570 (0.4631)  loss_giou_dn_3: 0.4468 (0.4545)  loss_giou_dn_4: 0.4439 (0.4525)  loss_giou_dn_5: 0.4436 (0.4526)  loss_vfl: 0.6652 (0.6891)  loss_vfl_aux_0: 0.7841 (0.7975)  loss_vfl_aux_1: 0.7322 (0.7442)  loss_vfl_aux_2: 0.6971 (0.7134)  loss_vfl_aux_3: 0.6985 (0.6994)  loss_vfl_aux_4: 0.6826 (0.6919)  loss_vfl_aux_5: 0.7661 (0.7781)  loss_vfl_dn_0: 0.4627 (0.4584)  loss_vfl_dn_1: 0.4007 (0.3943)  loss_vfl_dn_2: 0.3860 (0.3783)  loss_vfl_dn_3: 0.3786 (0.3708)  loss_vfl_dn_4: 0.3735 (0.3682)  loss_vfl_dn_5: 0.3732 (0.3674)  time: 0.4688  data: 0.0140  max mem: 5654
Epoch: [32]  [1900/7393]  eta: 0:44:54  lr: 0.000010  loss: 16.4335 (16.3099)  loss_bbox: 0.1527 (0.1571)  loss_bbox_aux_0: 0.1725 (0.1705)  loss_bbox_aux_1: 0.1773 (0.1624)  loss_bbox_aux_2: 0.1561 (0.1599)  loss_bbox_aux_3: 0.1591 (0.1579)  loss_bbox_aux_4: 0.1568 (0.1572)  loss_bbox_aux_5: 0.2026 (0.2084)  loss_bbox_dn_0: 0.2854 (0.2791)  loss_bbox_dn_1: 0.2029 (0.2108)  loss_bbox_dn_2: 0.1784 (0.1887)  loss_bbox_dn_3: 0.1724 (0.1818)  loss_bbox_dn_4: 0.1716 (0.1803)  loss_bbox_dn_5: 0.1714 (0.1803)  loss_giou: 0.4678 (0.4863)  loss_giou_aux_0: 0.5133 (0.5106)  loss_giou_aux_1: 0.4942 (0.4966)  loss_giou_aux_2: 0.4752 (0.4913)  loss_giou_aux_3: 0.4735 (0.4878)  loss_giou_aux_4: 0.4740 (0.4865)  loss_giou_aux_5: 0.6000 (0.5780)  loss_giou_dn_0: 0.5996 (0.5994)  loss_giou_dn_1: 0.4856 (0.4941)  loss_giou_dn_2: 0.4539 (0.4645)  loss_giou_dn_3: 0.4433 (0.4559)  loss_giou_dn_4: 0.4429 (0.4538)  loss_giou_dn_5: 0.4429 (0.4540)  loss_vfl: 0.7043 (0.6898)  loss_vfl_aux_0: 0.8077 (0.7980)  loss_vfl_aux_1: 0.7726 (0.7448)  loss_vfl_aux_2: 0.7246 (0.7140)  loss_vfl_aux_3: 0.7274 (0.7001)  loss_vfl_aux_4: 0.7098 (0.6927)  loss_vfl_aux_5: 0.7623 (0.7786)  loss_vfl_dn_0: 0.4599 (0.4584)  loss_vfl_dn_1: 0.3996 (0.3945)  loss_vfl_dn_2: 0.3821 (0.3786)  loss_vfl_dn_3: 0.3760 (0.3711)  loss_vfl_dn_4: 0.3740 (0.3685)  loss_vfl_dn_5: 0.3741 (0.3678)  time: 0.4689  data: 0.0142  max mem: 5654
Epoch: [32]  [2000/7393]  eta: 0:44:00  lr: 0.000010  loss: 15.8140 (16.3048)  loss_bbox: 0.1421 (0.1573)  loss_bbox_aux_0: 0.1542 (0.1705)  loss_bbox_aux_1: 0.1406 (0.1625)  loss_bbox_aux_2: 0.1475 (0.1600)  loss_bbox_aux_3: 0.1433 (0.1581)  loss_bbox_aux_4: 0.1420 (0.1574)  loss_bbox_aux_5: 0.1929 (0.2083)  loss_bbox_dn_0: 0.2386 (0.2789)  loss_bbox_dn_1: 0.1799 (0.2107)  loss_bbox_dn_2: 0.1589 (0.1885)  loss_bbox_dn_3: 0.1518 (0.1816)  loss_bbox_dn_4: 0.1514 (0.1801)  loss_bbox_dn_5: 0.1513 (0.1801)  loss_giou: 0.4298 (0.4860)  loss_giou_aux_0: 0.4534 (0.5102)  loss_giou_aux_1: 0.4369 (0.4964)  loss_giou_aux_2: 0.4268 (0.4911)  loss_giou_aux_3: 0.4251 (0.4875)  loss_giou_aux_4: 0.4338 (0.4862)  loss_giou_aux_5: 0.5238 (0.5775)  loss_giou_dn_0: 0.5522 (0.5988)  loss_giou_dn_1: 0.4551 (0.4935)  loss_giou_dn_2: 0.4203 (0.4639)  loss_giou_dn_3: 0.4093 (0.4553)  loss_giou_dn_4: 0.4077 (0.4533)  loss_giou_dn_5: 0.4079 (0.4535)  loss_vfl: 0.6928 (0.6898)  loss_vfl_aux_0: 0.8078 (0.7984)  loss_vfl_aux_1: 0.7519 (0.7448)  loss_vfl_aux_2: 0.7226 (0.7141)  loss_vfl_aux_3: 0.6976 (0.7002)  loss_vfl_aux_4: 0.6760 (0.6927)  loss_vfl_aux_5: 0.7763 (0.7789)  loss_vfl_dn_0: 0.4546 (0.4585)  loss_vfl_dn_1: 0.3967 (0.3945)  loss_vfl_dn_2: 0.3798 (0.3785)  loss_vfl_dn_3: 0.3707 (0.3710)  loss_vfl_dn_4: 0.3682 (0.3684)  loss_vfl_dn_5: 0.3670 (0.3677)  time: 0.4689  data: 0.0136  max mem: 5654
Epoch: [32]  [2100/7393]  eta: 0:43:08  lr: 0.000010  loss: 16.3797 (16.3057)  loss_bbox: 0.1672 (0.1571)  loss_bbox_aux_0: 0.1831 (0.1704)  loss_bbox_aux_1: 0.1728 (0.1624)  loss_bbox_aux_2: 0.1626 (0.1598)  loss_bbox_aux_3: 0.1617 (0.1579)  loss_bbox_aux_4: 0.1703 (0.1573)  loss_bbox_aux_5: 0.2242 (0.2082)  loss_bbox_dn_0: 0.2536 (0.2784)  loss_bbox_dn_1: 0.2129 (0.2102)  loss_bbox_dn_2: 0.1979 (0.1881)  loss_bbox_dn_3: 0.1885 (0.1812)  loss_bbox_dn_4: 0.1868 (0.1797)  loss_bbox_dn_5: 0.1867 (0.1797)  loss_giou: 0.5141 (0.4868)  loss_giou_aux_0: 0.5205 (0.5110)  loss_giou_aux_1: 0.5215 (0.4972)  loss_giou_aux_2: 0.4983 (0.4918)  loss_giou_aux_3: 0.5147 (0.4883)  loss_giou_aux_4: 0.5224 (0.4870)  loss_giou_aux_5: 0.6061 (0.5783)  loss_giou_dn_0: 0.6087 (0.5991)  loss_giou_dn_1: 0.4922 (0.4938)  loss_giou_dn_2: 0.4430 (0.4642)  loss_giou_dn_3: 0.4317 (0.4556)  loss_giou_dn_4: 0.4320 (0.4536)  loss_giou_dn_5: 0.4322 (0.4538)  loss_vfl: 0.6771 (0.6893)  loss_vfl_aux_0: 0.7925 (0.7983)  loss_vfl_aux_1: 0.7095 (0.7443)  loss_vfl_aux_2: 0.7043 (0.7138)  loss_vfl_aux_3: 0.6736 (0.6997)  loss_vfl_aux_4: 0.6744 (0.6921)  loss_vfl_aux_5: 0.7906 (0.7786)  loss_vfl_dn_0: 0.4582 (0.4585)  loss_vfl_dn_1: 0.3946 (0.3946)  loss_vfl_dn_2: 0.3820 (0.3786)  loss_vfl_dn_3: 0.3731 (0.3711)  loss_vfl_dn_4: 0.3727 (0.3685)  loss_vfl_dn_5: 0.3727 (0.3677)  time: 0.4845  data: 0.0142  max mem: 5654
Epoch: [32]  [2200/7393]  eta: 0:42:17  lr: 0.000010  loss: 15.7604 (16.3006)  loss_bbox: 0.1472 (0.1571)  loss_bbox_aux_0: 0.1690 (0.1703)  loss_bbox_aux_1: 0.1658 (0.1624)  loss_bbox_aux_2: 0.1574 (0.1597)  loss_bbox_aux_3: 0.1551 (0.1578)  loss_bbox_aux_4: 0.1551 (0.1572)  loss_bbox_aux_5: 0.2089 (0.2082)  loss_bbox_dn_0: 0.3036 (0.2786)  loss_bbox_dn_1: 0.2292 (0.2103)  loss_bbox_dn_2: 0.2034 (0.1881)  loss_bbox_dn_3: 0.1968 (0.1813)  loss_bbox_dn_4: 0.1954 (0.1798)  loss_bbox_dn_5: 0.1957 (0.1798)  loss_giou: 0.4140 (0.4858)  loss_giou_aux_0: 0.4563 (0.5102)  loss_giou_aux_1: 0.4359 (0.4963)  loss_giou_aux_2: 0.4346 (0.4908)  loss_giou_aux_3: 0.4222 (0.4873)  loss_giou_aux_4: 0.4182 (0.4860)  loss_giou_aux_5: 0.5253 (0.5775)  loss_giou_dn_0: 0.5668 (0.5986)  loss_giou_dn_1: 0.4640 (0.4932)  loss_giou_dn_2: 0.4414 (0.4635)  loss_giou_dn_3: 0.4366 (0.4549)  loss_giou_dn_4: 0.4358 (0.4529)  loss_giou_dn_5: 0.4357 (0.4531)  loss_vfl: 0.6842 (0.6901)  loss_vfl_aux_0: 0.7987 (0.7989)  loss_vfl_aux_1: 0.7436 (0.7449)  loss_vfl_aux_2: 0.7018 (0.7146)  loss_vfl_aux_3: 0.6869 (0.7004)  loss_vfl_aux_4: 0.6902 (0.6930)  loss_vfl_aux_5: 0.7871 (0.7793)  loss_vfl_dn_0: 0.4530 (0.4585)  loss_vfl_dn_1: 0.3896 (0.3945)  loss_vfl_dn_2: 0.3741 (0.3785)  loss_vfl_dn_3: 0.3643 (0.3710)  loss_vfl_dn_4: 0.3612 (0.3684)  loss_vfl_dn_5: 0.3597 (0.3677)  time: 0.4722  data: 0.0143  max mem: 5654
Epoch: [32]  [2300/7393]  eta: 0:41:26  lr: 0.000010  loss: 16.6231 (16.3047)  loss_bbox: 0.1738 (0.1573)  loss_bbox_aux_0: 0.1816 (0.1704)  loss_bbox_aux_1: 0.1740 (0.1625)  loss_bbox_aux_2: 0.1717 (0.1599)  loss_bbox_aux_3: 0.1721 (0.1580)  loss_bbox_aux_4: 0.1696 (0.1574)  loss_bbox_aux_5: 0.2314 (0.2082)  loss_bbox_dn_0: 0.3175 (0.2787)  loss_bbox_dn_1: 0.2446 (0.2105)  loss_bbox_dn_2: 0.2209 (0.1884)  loss_bbox_dn_3: 0.2086 (0.1815)  loss_bbox_dn_4: 0.2078 (0.1800)  loss_bbox_dn_5: 0.2078 (0.1800)  loss_giou: 0.4391 (0.4861)  loss_giou_aux_0: 0.4695 (0.5104)  loss_giou_aux_1: 0.4515 (0.4966)  loss_giou_aux_2: 0.4448 (0.4911)  loss_giou_aux_3: 0.4379 (0.4876)  loss_giou_aux_4: 0.4384 (0.4863)  loss_giou_aux_5: 0.5332 (0.5777)  loss_giou_dn_0: 0.5870 (0.5987)  loss_giou_dn_1: 0.4904 (0.4934)  loss_giou_dn_2: 0.4577 (0.4638)  loss_giou_dn_3: 0.4496 (0.4552)  loss_giou_dn_4: 0.4472 (0.4532)  loss_giou_dn_5: 0.4472 (0.4534)  loss_vfl: 0.6965 (0.6898)  loss_vfl_aux_0: 0.8141 (0.7990)  loss_vfl_aux_1: 0.7634 (0.7447)  loss_vfl_aux_2: 0.7386 (0.7141)  loss_vfl_aux_3: 0.7383 (0.7001)  loss_vfl_aux_4: 0.7115 (0.6927)  loss_vfl_aux_5: 0.8004 (0.7794)  loss_vfl_dn_0: 0.4631 (0.4584)  loss_vfl_dn_1: 0.4007 (0.3945)  loss_vfl_dn_2: 0.3875 (0.3785)  loss_vfl_dn_3: 0.3809 (0.3710)  loss_vfl_dn_4: 0.3779 (0.3684)  loss_vfl_dn_5: 0.3754 (0.3677)  time: 0.4822  data: 0.0135  max mem: 5654
Epoch: [32]  [2400/7393]  eta: 0:40:34  lr: 0.000010  loss: 16.2159 (16.3101)  loss_bbox: 0.1663 (0.1573)  loss_bbox_aux_0: 0.1743 (0.1704)  loss_bbox_aux_1: 0.1715 (0.1625)  loss_bbox_aux_2: 0.1665 (0.1600)  loss_bbox_aux_3: 0.1639 (0.1580)  loss_bbox_aux_4: 0.1656 (0.1574)  loss_bbox_aux_5: 0.2114 (0.2083)  loss_bbox_dn_0: 0.2864 (0.2785)  loss_bbox_dn_1: 0.2200 (0.2104)  loss_bbox_dn_2: 0.2045 (0.1882)  loss_bbox_dn_3: 0.1940 (0.1813)  loss_bbox_dn_4: 0.1940 (0.1799)  loss_bbox_dn_5: 0.1943 (0.1799)  loss_giou: 0.4851 (0.4869)  loss_giou_aux_0: 0.4933 (0.5111)  loss_giou_aux_1: 0.4870 (0.4973)  loss_giou_aux_2: 0.4781 (0.4919)  loss_giou_aux_3: 0.4809 (0.4883)  loss_giou_aux_4: 0.4794 (0.4870)  loss_giou_aux_5: 0.5759 (0.5786)  loss_giou_dn_0: 0.5941 (0.5991)  loss_giou_dn_1: 0.5061 (0.4938)  loss_giou_dn_2: 0.4814 (0.4643)  loss_giou_dn_3: 0.4685 (0.4557)  loss_giou_dn_4: 0.4668 (0.4537)  loss_giou_dn_5: 0.4670 (0.4538)  loss_vfl: 0.6858 (0.6895)  loss_vfl_aux_0: 0.8036 (0.7987)  loss_vfl_aux_1: 0.7190 (0.7444)  loss_vfl_aux_2: 0.7111 (0.7138)  loss_vfl_aux_3: 0.6847 (0.6999)  loss_vfl_aux_4: 0.6805 (0.6924)  loss_vfl_aux_5: 0.7568 (0.7789)  loss_vfl_dn_0: 0.4586 (0.4584)  loss_vfl_dn_1: 0.3970 (0.3946)  loss_vfl_dn_2: 0.3809 (0.3786)  loss_vfl_dn_3: 0.3720 (0.3710)  loss_vfl_dn_4: 0.3705 (0.3684)  loss_vfl_dn_5: 0.3687 (0.3677)  time: 0.4731  data: 0.0135  max mem: 5654
Epoch: [32]  [2500/7393]  eta: 0:39:44  lr: 0.000010  loss: 16.5240 (16.3217)  loss_bbox: 0.1505 (0.1575)  loss_bbox_aux_0: 0.1557 (0.1704)  loss_bbox_aux_1: 0.1564 (0.1627)  loss_bbox_aux_2: 0.1528 (0.1601)  loss_bbox_aux_3: 0.1473 (0.1582)  loss_bbox_aux_4: 0.1501 (0.1575)  loss_bbox_aux_5: 0.2059 (0.2085)  loss_bbox_dn_0: 0.2918 (0.2788)  loss_bbox_dn_1: 0.2155 (0.2105)  loss_bbox_dn_2: 0.1894 (0.1884)  loss_bbox_dn_3: 0.1766 (0.1815)  loss_bbox_dn_4: 0.1732 (0.1800)  loss_bbox_dn_5: 0.1733 (0.1800)  loss_giou: 0.5238 (0.4878)  loss_giou_aux_0: 0.5337 (0.5120)  loss_giou_aux_1: 0.5273 (0.4983)  loss_giou_aux_2: 0.5290 (0.4929)  loss_giou_aux_3: 0.5241 (0.4893)  loss_giou_aux_4: 0.5218 (0.4880)  loss_giou_aux_5: 0.6107 (0.5796)  loss_giou_dn_0: 0.6106 (0.5997)  loss_giou_dn_1: 0.5078 (0.4943)  loss_giou_dn_2: 0.4748 (0.4647)  loss_giou_dn_3: 0.4641 (0.4561)  loss_giou_dn_4: 0.4617 (0.4541)  loss_giou_dn_5: 0.4628 (0.4543)  loss_vfl: 0.6666 (0.6895)  loss_vfl_aux_0: 0.7605 (0.7989)  loss_vfl_aux_1: 0.7202 (0.7446)  loss_vfl_aux_2: 0.6785 (0.7139)  loss_vfl_aux_3: 0.6737 (0.6998)  loss_vfl_aux_4: 0.6571 (0.6924)  loss_vfl_aux_5: 0.7444 (0.7786)  loss_vfl_dn_0: 0.4519 (0.4584)  loss_vfl_dn_1: 0.3955 (0.3946)  loss_vfl_dn_2: 0.3787 (0.3787)  loss_vfl_dn_3: 0.3707 (0.3711)  loss_vfl_dn_4: 0.3650 (0.3685)  loss_vfl_dn_5: 0.3647 (0.3678)  time: 0.4876  data: 0.0142  max mem: 5654
Epoch: [32]  [2600/7393]  eta: 0:39:04  lr: 0.000010  loss: 16.5138 (16.3230)  loss_bbox: 0.1442 (0.1571)  loss_bbox_aux_0: 0.1641 (0.1702)  loss_bbox_aux_1: 0.1481 (0.1624)  loss_bbox_aux_2: 0.1530 (0.1597)  loss_bbox_aux_3: 0.1451 (0.1578)  loss_bbox_aux_4: 0.1484 (0.1572)  loss_bbox_aux_5: 0.1977 (0.2083)  loss_bbox_dn_0: 0.2604 (0.2783)  loss_bbox_dn_1: 0.1979 (0.2101)  loss_bbox_dn_2: 0.1720 (0.1881)  loss_bbox_dn_3: 0.1687 (0.1812)  loss_bbox_dn_4: 0.1689 (0.1798)  loss_bbox_dn_5: 0.1689 (0.1798)  loss_giou: 0.4871 (0.4886)  loss_giou_aux_0: 0.4936 (0.5129)  loss_giou_aux_1: 0.4822 (0.4992)  loss_giou_aux_2: 0.4760 (0.4938)  loss_giou_aux_3: 0.4654 (0.4901)  loss_giou_aux_4: 0.4851 (0.4888)  loss_giou_aux_5: 0.5619 (0.5805)  loss_giou_dn_0: 0.5847 (0.6002)  loss_giou_dn_1: 0.4731 (0.4949)  loss_giou_dn_2: 0.4479 (0.4653)  loss_giou_dn_3: 0.4426 (0.4568)  loss_giou_dn_4: 0.4410 (0.4548)  loss_giou_dn_5: 0.4413 (0.4550)  loss_vfl: 0.6813 (0.6890)  loss_vfl_aux_0: 0.7985 (0.7981)  loss_vfl_aux_1: 0.7442 (0.7438)  loss_vfl_aux_2: 0.7046 (0.7134)  loss_vfl_aux_3: 0.6907 (0.6993)  loss_vfl_aux_4: 0.6800 (0.6919)  loss_vfl_aux_5: 0.7701 (0.7778)  loss_vfl_dn_0: 0.4520 (0.4583)  loss_vfl_dn_1: 0.3929 (0.3945)  loss_vfl_dn_2: 0.3839 (0.3786)  loss_vfl_dn_3: 0.3761 (0.3711)  loss_vfl_dn_4: 0.3719 (0.3685)  loss_vfl_dn_5: 0.3698 (0.3678)  time: 0.8125  data: 0.0140  max mem: 5654
Epoch: [32]  [2700/7393]  eta: 0:38:13  lr: 0.000010  loss: 15.7569 (16.3230)  loss_bbox: 0.1462 (0.1571)  loss_bbox_aux_0: 0.1541 (0.1703)  loss_bbox_aux_1: 0.1484 (0.1625)  loss_bbox_aux_2: 0.1366 (0.1598)  loss_bbox_aux_3: 0.1376 (0.1579)  loss_bbox_aux_4: 0.1383 (0.1572)  loss_bbox_aux_5: 0.1862 (0.2085)  loss_bbox_dn_0: 0.2651 (0.2786)  loss_bbox_dn_1: 0.1841 (0.2104)  loss_bbox_dn_2: 0.1636 (0.1884)  loss_bbox_dn_3: 0.1579 (0.1815)  loss_bbox_dn_4: 0.1585 (0.1800)  loss_bbox_dn_5: 0.1581 (0.1800)  loss_giou: 0.4649 (0.4881)  loss_giou_aux_0: 0.4906 (0.5124)  loss_giou_aux_1: 0.4716 (0.4989)  loss_giou_aux_2: 0.4666 (0.4933)  loss_giou_aux_3: 0.4659 (0.4897)  loss_giou_aux_4: 0.4666 (0.4883)  loss_giou_aux_5: 0.5588 (0.5802)  loss_giou_dn_0: 0.5431 (0.6000)  loss_giou_dn_1: 0.4508 (0.4948)  loss_giou_dn_2: 0.4303 (0.4652)  loss_giou_dn_3: 0.4220 (0.4566)  loss_giou_dn_4: 0.4194 (0.4547)  loss_giou_dn_5: 0.4194 (0.4549)  loss_vfl: 0.6724 (0.6893)  loss_vfl_aux_0: 0.7829 (0.7984)  loss_vfl_aux_1: 0.7220 (0.7439)  loss_vfl_aux_2: 0.7067 (0.7137)  loss_vfl_aux_3: 0.6785 (0.6995)  loss_vfl_aux_4: 0.6743 (0.6922)  loss_vfl_aux_5: 0.7622 (0.7779)  loss_vfl_dn_0: 0.4555 (0.4583)  loss_vfl_dn_1: 0.3875 (0.3945)  loss_vfl_dn_2: 0.3685 (0.3786)  loss_vfl_dn_3: 0.3630 (0.3711)  loss_vfl_dn_4: 0.3599 (0.3684)  loss_vfl_dn_5: 0.3595 (0.3677)  time: 0.4751  data: 0.0135  max mem: 5654
Epoch: [32]  [2800/7393]  eta: 0:37:22  lr: 0.000010  loss: 16.2728 (16.3160)  loss_bbox: 0.1547 (0.1572)  loss_bbox_aux_0: 0.1760 (0.1704)  loss_bbox_aux_1: 0.1630 (0.1627)  loss_bbox_aux_2: 0.1595 (0.1598)  loss_bbox_aux_3: 0.1569 (0.1580)  loss_bbox_aux_4: 0.1585 (0.1573)  loss_bbox_aux_5: 0.2097 (0.2087)  loss_bbox_dn_0: 0.3087 (0.2790)  loss_bbox_dn_1: 0.2325 (0.2107)  loss_bbox_dn_2: 0.2067 (0.1886)  loss_bbox_dn_3: 0.1947 (0.1817)  loss_bbox_dn_4: 0.1941 (0.1802)  loss_bbox_dn_5: 0.1943 (0.1802)  loss_giou: 0.4470 (0.4872)  loss_giou_aux_0: 0.4584 (0.5116)  loss_giou_aux_1: 0.4525 (0.4980)  loss_giou_aux_2: 0.4519 (0.4924)  loss_giou_aux_3: 0.4569 (0.4887)  loss_giou_aux_4: 0.4500 (0.4873)  loss_giou_aux_5: 0.5245 (0.5795)  loss_giou_dn_0: 0.5774 (0.5995)  loss_giou_dn_1: 0.4630 (0.4942)  loss_giou_dn_2: 0.4324 (0.4646)  loss_giou_dn_3: 0.4225 (0.4560)  loss_giou_dn_4: 0.4197 (0.4540)  loss_giou_dn_5: 0.4200 (0.4542)  loss_vfl: 0.6958 (0.6894)  loss_vfl_aux_0: 0.8150 (0.7984)  loss_vfl_aux_1: 0.7661 (0.7441)  loss_vfl_aux_2: 0.7353 (0.7140)  loss_vfl_aux_3: 0.7012 (0.6997)  loss_vfl_aux_4: 0.7017 (0.6924)  loss_vfl_aux_5: 0.8154 (0.7780)  loss_vfl_dn_0: 0.4692 (0.4583)  loss_vfl_dn_1: 0.4001 (0.3944)  loss_vfl_dn_2: 0.3788 (0.3785)  loss_vfl_dn_3: 0.3713 (0.3709)  loss_vfl_dn_4: 0.3671 (0.3683)  loss_vfl_dn_5: 0.3682 (0.3676)  time: 0.4883  data: 0.0146  max mem: 5654
Epoch: [32]  [2900/7393]  eta: 0:36:32  lr: 0.000010  loss: 16.3583 (16.3221)  loss_bbox: 0.1538 (0.1572)  loss_bbox_aux_0: 0.1696 (0.1704)  loss_bbox_aux_1: 0.1546 (0.1627)  loss_bbox_aux_2: 0.1527 (0.1599)  loss_bbox_aux_3: 0.1509 (0.1579)  loss_bbox_aux_4: 0.1537 (0.1572)  loss_bbox_aux_5: 0.2054 (0.2087)  loss_bbox_dn_0: 0.2704 (0.2789)  loss_bbox_dn_1: 0.2056 (0.2107)  loss_bbox_dn_2: 0.1820 (0.1886)  loss_bbox_dn_3: 0.1731 (0.1817)  loss_bbox_dn_4: 0.1697 (0.1802)  loss_bbox_dn_5: 0.1692 (0.1802)  loss_giou: 0.4585 (0.4877)  loss_giou_aux_0: 0.4821 (0.5123)  loss_giou_aux_1: 0.4668 (0.4986)  loss_giou_aux_2: 0.4628 (0.4930)  loss_giou_aux_3: 0.4571 (0.4892)  loss_giou_aux_4: 0.4612 (0.4878)  loss_giou_aux_5: 0.5359 (0.5801)  loss_giou_dn_0: 0.5820 (0.5997)  loss_giou_dn_1: 0.4832 (0.4945)  loss_giou_dn_2: 0.4554 (0.4649)  loss_giou_dn_3: 0.4450 (0.4563)  loss_giou_dn_4: 0.4436 (0.4543)  loss_giou_dn_5: 0.4434 (0.4545)  loss_vfl: 0.6630 (0.6896)  loss_vfl_aux_0: 0.7837 (0.7982)  loss_vfl_aux_1: 0.7537 (0.7442)  loss_vfl_aux_2: 0.7159 (0.7139)  loss_vfl_aux_3: 0.6827 (0.7000)  loss_vfl_aux_4: 0.6532 (0.6925)  loss_vfl_aux_5: 0.7906 (0.7779)  loss_vfl_dn_0: 0.4552 (0.4584)  loss_vfl_dn_1: 0.3974 (0.3945)  loss_vfl_dn_2: 0.3823 (0.3786)  loss_vfl_dn_3: 0.3732 (0.3710)  loss_vfl_dn_4: 0.3708 (0.3683)  loss_vfl_dn_5: 0.3699 (0.3676)  time: 0.4844  data: 0.0137  max mem: 5654
Epoch: [32]  [3000/7393]  eta: 0:35:57  lr: 0.000010  loss: 16.4543 (16.3234)  loss_bbox: 0.1607 (0.1573)  loss_bbox_aux_0: 0.1813 (0.1705)  loss_bbox_aux_1: 0.1690 (0.1628)  loss_bbox_aux_2: 0.1646 (0.1600)  loss_bbox_aux_3: 0.1642 (0.1580)  loss_bbox_aux_4: 0.1604 (0.1574)  loss_bbox_aux_5: 0.2192 (0.2088)  loss_bbox_dn_0: 0.2849 (0.2791)  loss_bbox_dn_1: 0.2225 (0.2108)  loss_bbox_dn_2: 0.1979 (0.1887)  loss_bbox_dn_3: 0.1900 (0.1818)  loss_bbox_dn_4: 0.1892 (0.1804)  loss_bbox_dn_5: 0.1893 (0.1804)  loss_giou: 0.4698 (0.4873)  loss_giou_aux_0: 0.5265 (0.5119)  loss_giou_aux_1: 0.4906 (0.4981)  loss_giou_aux_2: 0.4913 (0.4926)  loss_giou_aux_3: 0.4829 (0.4888)  loss_giou_aux_4: 0.4698 (0.4874)  loss_giou_aux_5: 0.5916 (0.5798)  loss_giou_dn_0: 0.5985 (0.5996)  loss_giou_dn_1: 0.4832 (0.4944)  loss_giou_dn_2: 0.4662 (0.4648)  loss_giou_dn_3: 0.4556 (0.4562)  loss_giou_dn_4: 0.4523 (0.4542)  loss_giou_dn_5: 0.4523 (0.4544)  loss_vfl: 0.6950 (0.6899)  loss_vfl_aux_0: 0.7754 (0.7987)  loss_vfl_aux_1: 0.7352 (0.7447)  loss_vfl_aux_2: 0.7177 (0.7143)  loss_vfl_aux_3: 0.7067 (0.7003)  loss_vfl_aux_4: 0.6993 (0.6928)  loss_vfl_aux_5: 0.7678 (0.7782)  loss_vfl_dn_0: 0.4565 (0.4584)  loss_vfl_dn_1: 0.3953 (0.3946)  loss_vfl_dn_2: 0.3791 (0.3786)  loss_vfl_dn_3: 0.3708 (0.3711)  loss_vfl_dn_4: 0.3693 (0.3684)  loss_vfl_dn_5: 0.3675 (0.3677)  time: 0.4705  data: 0.0139  max mem: 5654
Epoch: [32]  [3100/7393]  eta: 0:35:05  lr: 0.000010  loss: 16.4097 (16.3215)  loss_bbox: 0.1502 (0.1573)  loss_bbox_aux_0: 0.1696 (0.1705)  loss_bbox_aux_1: 0.1555 (0.1628)  loss_bbox_aux_2: 0.1544 (0.1600)  loss_bbox_aux_3: 0.1508 (0.1580)  loss_bbox_aux_4: 0.1497 (0.1574)  loss_bbox_aux_5: 0.2053 (0.2088)  loss_bbox_dn_0: 0.2644 (0.2790)  loss_bbox_dn_1: 0.1885 (0.2108)  loss_bbox_dn_2: 0.1697 (0.1887)  loss_bbox_dn_3: 0.1638 (0.1818)  loss_bbox_dn_4: 0.1628 (0.1803)  loss_bbox_dn_5: 0.1628 (0.1803)  loss_giou: 0.5227 (0.4872)  loss_giou_aux_0: 0.5563 (0.5117)  loss_giou_aux_1: 0.5307 (0.4980)  loss_giou_aux_2: 0.5255 (0.4924)  loss_giou_aux_3: 0.5219 (0.4887)  loss_giou_aux_4: 0.5225 (0.4873)  loss_giou_aux_5: 0.6218 (0.5797)  loss_giou_dn_0: 0.6025 (0.5994)  loss_giou_dn_1: 0.4934 (0.4942)  loss_giou_dn_2: 0.4570 (0.4646)  loss_giou_dn_3: 0.4495 (0.4560)  loss_giou_dn_4: 0.4481 (0.4541)  loss_giou_dn_5: 0.4481 (0.4542)  loss_vfl: 0.6466 (0.6900)  loss_vfl_aux_0: 0.7771 (0.7987)  loss_vfl_aux_1: 0.7164 (0.7448)  loss_vfl_aux_2: 0.6728 (0.7146)  loss_vfl_aux_3: 0.6586 (0.7004)  loss_vfl_aux_4: 0.6531 (0.6929)  loss_vfl_aux_5: 0.7535 (0.7782)  loss_vfl_dn_0: 0.4547 (0.4584)  loss_vfl_dn_1: 0.3922 (0.3945)  loss_vfl_dn_2: 0.3780 (0.3786)  loss_vfl_dn_3: 0.3696 (0.3710)  loss_vfl_dn_4: 0.3666 (0.3684)  loss_vfl_dn_5: 0.3662 (0.3676)  time: 0.4741  data: 0.0143  max mem: 5654
Epoch: [32]  [3200/7393]  eta: 0:34:14  lr: 0.000010  loss: 16.0172 (16.3183)  loss_bbox: 0.1537 (0.1572)  loss_bbox_aux_0: 0.1698 (0.1704)  loss_bbox_aux_1: 0.1589 (0.1627)  loss_bbox_aux_2: 0.1563 (0.1599)  loss_bbox_aux_3: 0.1481 (0.1579)  loss_bbox_aux_4: 0.1530 (0.1573)  loss_bbox_aux_5: 0.2268 (0.2088)  loss_bbox_dn_0: 0.2960 (0.2789)  loss_bbox_dn_1: 0.2126 (0.2107)  loss_bbox_dn_2: 0.1914 (0.1886)  loss_bbox_dn_3: 0.1842 (0.1817)  loss_bbox_dn_4: 0.1802 (0.1802)  loss_bbox_dn_5: 0.1799 (0.1802)  loss_giou: 0.4394 (0.4871)  loss_giou_aux_0: 0.4725 (0.5117)  loss_giou_aux_1: 0.4495 (0.4979)  loss_giou_aux_2: 0.4425 (0.4924)  loss_giou_aux_3: 0.4389 (0.4885)  loss_giou_aux_4: 0.4394 (0.4872)  loss_giou_aux_5: 0.5342 (0.5797)  loss_giou_dn_0: 0.5718 (0.5992)  loss_giou_dn_1: 0.4512 (0.4940)  loss_giou_dn_2: 0.4183 (0.4645)  loss_giou_dn_3: 0.4091 (0.4559)  loss_giou_dn_4: 0.4089 (0.4539)  loss_giou_dn_5: 0.4092 (0.4541)  loss_vfl: 0.6985 (0.6900)  loss_vfl_aux_0: 0.8288 (0.7984)  loss_vfl_aux_1: 0.7659 (0.7449)  loss_vfl_aux_2: 0.7066 (0.7145)  loss_vfl_aux_3: 0.7068 (0.7005)  loss_vfl_aux_4: 0.7118 (0.6930)  loss_vfl_aux_5: 0.7824 (0.7777)  loss_vfl_dn_0: 0.4566 (0.4584)  loss_vfl_dn_1: 0.3881 (0.3945)  loss_vfl_dn_2: 0.3713 (0.3785)  loss_vfl_dn_3: 0.3649 (0.3709)  loss_vfl_dn_4: 0.3655 (0.3683)  loss_vfl_dn_5: 0.3638 (0.3676)  time: 0.4777  data: 0.0137  max mem: 5654
Epoch: [32]  [3300/7393]  eta: 0:33:23  lr: 0.000010  loss: 16.3528 (16.3178)  loss_bbox: 0.1591 (0.1572)  loss_bbox_aux_0: 0.1672 (0.1705)  loss_bbox_aux_1: 0.1600 (0.1627)  loss_bbox_aux_2: 0.1597 (0.1599)  loss_bbox_aux_3: 0.1574 (0.1579)  loss_bbox_aux_4: 0.1546 (0.1572)  loss_bbox_aux_5: 0.2144 (0.2089)  loss_bbox_dn_0: 0.2546 (0.2790)  loss_bbox_dn_1: 0.1848 (0.2107)  loss_bbox_dn_2: 0.1645 (0.1886)  loss_bbox_dn_3: 0.1578 (0.1817)  loss_bbox_dn_4: 0.1565 (0.1803)  loss_bbox_dn_5: 0.1565 (0.1803)  loss_giou: 0.5047 (0.4869)  loss_giou_aux_0: 0.5231 (0.5116)  loss_giou_aux_1: 0.5071 (0.4976)  loss_giou_aux_2: 0.5198 (0.4922)  loss_giou_aux_3: 0.5109 (0.4884)  loss_giou_aux_4: 0.4988 (0.4871)  loss_giou_aux_5: 0.6060 (0.5797)  loss_giou_dn_0: 0.5964 (0.5990)  loss_giou_dn_1: 0.4916 (0.4938)  loss_giou_dn_2: 0.4674 (0.4643)  loss_giou_dn_3: 0.4542 (0.4557)  loss_giou_dn_4: 0.4498 (0.4537)  loss_giou_dn_5: 0.4497 (0.4539)  loss_vfl: 0.6645 (0.6902)  loss_vfl_aux_0: 0.7672 (0.7987)  loss_vfl_aux_1: 0.7252 (0.7453)  loss_vfl_aux_2: 0.6862 (0.7147)  loss_vfl_aux_3: 0.6740 (0.7007)  loss_vfl_aux_4: 0.6606 (0.6932)  loss_vfl_aux_5: 0.7509 (0.7779)  loss_vfl_dn_0: 0.4622 (0.4584)  loss_vfl_dn_1: 0.3938 (0.3945)  loss_vfl_dn_2: 0.3800 (0.3785)  loss_vfl_dn_3: 0.3686 (0.3709)  loss_vfl_dn_4: 0.3681 (0.3683)  loss_vfl_dn_5: 0.3703 (0.3676)  time: 0.4728  data: 0.0147  max mem: 5654
Epoch: [32]  [3400/7393]  eta: 0:32:33  lr: 0.000010  loss: 16.1340 (16.3164)  loss_bbox: 0.1445 (0.1573)  loss_bbox_aux_0: 0.1631 (0.1705)  loss_bbox_aux_1: 0.1514 (0.1627)  loss_bbox_aux_2: 0.1475 (0.1600)  loss_bbox_aux_3: 0.1466 (0.1580)  loss_bbox_aux_4: 0.1437 (0.1573)  loss_bbox_aux_5: 0.1983 (0.2089)  loss_bbox_dn_0: 0.2470 (0.2793)  loss_bbox_dn_1: 0.1911 (0.2109)  loss_bbox_dn_2: 0.1718 (0.1889)  loss_bbox_dn_3: 0.1649 (0.1820)  loss_bbox_dn_4: 0.1638 (0.1805)  loss_bbox_dn_5: 0.1638 (0.1805)  loss_giou: 0.4745 (0.4866)  loss_giou_aux_0: 0.5009 (0.5111)  loss_giou_aux_1: 0.4800 (0.4973)  loss_giou_aux_2: 0.4802 (0.4919)  loss_giou_aux_3: 0.4809 (0.4881)  loss_giou_aux_4: 0.4779 (0.4867)  loss_giou_aux_5: 0.5574 (0.5792)  loss_giou_dn_0: 0.5978 (0.5988)  loss_giou_dn_1: 0.4907 (0.4936)  loss_giou_dn_2: 0.4638 (0.4641)  loss_giou_dn_3: 0.4562 (0.4555)  loss_giou_dn_4: 0.4559 (0.4536)  loss_giou_dn_5: 0.4563 (0.4537)  loss_vfl: 0.6854 (0.6901)  loss_vfl_aux_0: 0.7913 (0.7990)  loss_vfl_aux_1: 0.7369 (0.7455)  loss_vfl_aux_2: 0.7162 (0.7147)  loss_vfl_aux_3: 0.6981 (0.7007)  loss_vfl_aux_4: 0.6938 (0.6932)  loss_vfl_aux_5: 0.7667 (0.7783)  loss_vfl_dn_0: 0.4582 (0.4583)  loss_vfl_dn_1: 0.4004 (0.3944)  loss_vfl_dn_2: 0.3867 (0.3785)  loss_vfl_dn_3: 0.3804 (0.3709)  loss_vfl_dn_4: 0.3763 (0.3683)  loss_vfl_dn_5: 0.3746 (0.3675)  time: 0.4653  data: 0.0138  max mem: 5654
Epoch: [32]  [3500/7393]  eta: 0:31:42  lr: 0.000010  loss: 15.9360 (16.3208)  loss_bbox: 0.1440 (0.1575)  loss_bbox_aux_0: 0.1766 (0.1706)  loss_bbox_aux_1: 0.1583 (0.1629)  loss_bbox_aux_2: 0.1603 (0.1601)  loss_bbox_aux_3: 0.1591 (0.1581)  loss_bbox_aux_4: 0.1444 (0.1575)  loss_bbox_aux_5: 0.1993 (0.2090)  loss_bbox_dn_0: 0.2549 (0.2792)  loss_bbox_dn_1: 0.1928 (0.2109)  loss_bbox_dn_2: 0.1749 (0.1889)  loss_bbox_dn_3: 0.1709 (0.1820)  loss_bbox_dn_4: 0.1679 (0.1805)  loss_bbox_dn_5: 0.1679 (0.1805)  loss_giou: 0.4566 (0.4869)  loss_giou_aux_0: 0.4691 (0.5113)  loss_giou_aux_1: 0.4662 (0.4975)  loss_giou_aux_2: 0.4558 (0.4921)  loss_giou_aux_3: 0.4540 (0.4884)  loss_giou_aux_4: 0.4577 (0.4870)  loss_giou_aux_5: 0.5359 (0.5794)  loss_giou_dn_0: 0.5885 (0.5989)  loss_giou_dn_1: 0.4837 (0.4937)  loss_giou_dn_2: 0.4510 (0.4642)  loss_giou_dn_3: 0.4432 (0.4556)  loss_giou_dn_4: 0.4419 (0.4537)  loss_giou_dn_5: 0.4418 (0.4539)  loss_vfl: 0.6952 (0.6901)  loss_vfl_aux_0: 0.7941 (0.7992)  loss_vfl_aux_1: 0.7534 (0.7456)  loss_vfl_aux_2: 0.7195 (0.7149)  loss_vfl_aux_3: 0.6964 (0.7007)  loss_vfl_aux_4: 0.6817 (0.6932)  loss_vfl_aux_5: 0.7682 (0.7784)  loss_vfl_dn_0: 0.4584 (0.4584)  loss_vfl_dn_1: 0.3975 (0.3945)  loss_vfl_dn_2: 0.3815 (0.3785)  loss_vfl_dn_3: 0.3726 (0.3710)  loss_vfl_dn_4: 0.3686 (0.3683)  loss_vfl_dn_5: 0.3689 (0.3676)  time: 0.4718  data: 0.0134  max mem: 5654
Epoch: [32]  [3600/7393]  eta: 0:30:52  lr: 0.000010  loss: 16.0865 (16.3253)  loss_bbox: 0.1497 (0.1575)  loss_bbox_aux_0: 0.1656 (0.1705)  loss_bbox_aux_1: 0.1525 (0.1629)  loss_bbox_aux_2: 0.1525 (0.1601)  loss_bbox_aux_3: 0.1468 (0.1581)  loss_bbox_aux_4: 0.1485 (0.1575)  loss_bbox_aux_5: 0.2008 (0.2090)  loss_bbox_dn_0: 0.2428 (0.2795)  loss_bbox_dn_1: 0.1861 (0.2112)  loss_bbox_dn_2: 0.1631 (0.1892)  loss_bbox_dn_3: 0.1540 (0.1822)  loss_bbox_dn_4: 0.1534 (0.1808)  loss_bbox_dn_5: 0.1534 (0.1808)  loss_giou: 0.4878 (0.4871)  loss_giou_aux_0: 0.5034 (0.5114)  loss_giou_aux_1: 0.4780 (0.4977)  loss_giou_aux_2: 0.4832 (0.4922)  loss_giou_aux_3: 0.4877 (0.4886)  loss_giou_aux_4: 0.4866 (0.4872)  loss_giou_aux_5: 0.5580 (0.5795)  loss_giou_dn_0: 0.5819 (0.5990)  loss_giou_dn_1: 0.4786 (0.4938)  loss_giou_dn_2: 0.4465 (0.4643)  loss_giou_dn_3: 0.4334 (0.4557)  loss_giou_dn_4: 0.4301 (0.4538)  loss_giou_dn_5: 0.4305 (0.4539)  loss_vfl: 0.6727 (0.6901)  loss_vfl_aux_0: 0.7690 (0.7996)  loss_vfl_aux_1: 0.7207 (0.7459)  loss_vfl_aux_2: 0.6790 (0.7151)  loss_vfl_aux_3: 0.6736 (0.7008)  loss_vfl_aux_4: 0.6818 (0.6933)  loss_vfl_aux_5: 0.7213 (0.7787)  loss_vfl_dn_0: 0.4559 (0.4584)  loss_vfl_dn_1: 0.3949 (0.3945)  loss_vfl_dn_2: 0.3772 (0.3786)  loss_vfl_dn_3: 0.3716 (0.3710)  loss_vfl_dn_4: 0.3686 (0.3684)  loss_vfl_dn_5: 0.3645 (0.3677)  time: 0.4742  data: 0.0141  max mem: 5654
Epoch: [32]  [3700/7393]  eta: 0:30:02  lr: 0.000010  loss: 16.8437 (16.3274)  loss_bbox: 0.1502 (0.1574)  loss_bbox_aux_0: 0.1578 (0.1704)  loss_bbox_aux_1: 0.1576 (0.1628)  loss_bbox_aux_2: 0.1493 (0.1600)  loss_bbox_aux_3: 0.1519 (0.1580)  loss_bbox_aux_4: 0.1494 (0.1574)  loss_bbox_aux_5: 0.2077 (0.2090)  loss_bbox_dn_0: 0.2778 (0.2796)  loss_bbox_dn_1: 0.2175 (0.2113)  loss_bbox_dn_2: 0.2072 (0.1892)  loss_bbox_dn_3: 0.2014 (0.1823)  loss_bbox_dn_4: 0.2018 (0.1808)  loss_bbox_dn_5: 0.2018 (0.1808)  loss_giou: 0.4363 (0.4869)  loss_giou_aux_0: 0.4555 (0.5112)  loss_giou_aux_1: 0.4578 (0.4975)  loss_giou_aux_2: 0.4430 (0.4920)  loss_giou_aux_3: 0.4332 (0.4884)  loss_giou_aux_4: 0.4312 (0.4870)  loss_giou_aux_5: 0.5583 (0.5794)  loss_giou_dn_0: 0.5863 (0.5990)  loss_giou_dn_1: 0.4719 (0.4938)  loss_giou_dn_2: 0.4469 (0.4643)  loss_giou_dn_3: 0.4417 (0.4557)  loss_giou_dn_4: 0.4391 (0.4538)  loss_giou_dn_5: 0.4397 (0.4540)  loss_vfl: 0.7100 (0.6905)  loss_vfl_aux_0: 0.7921 (0.8001)  loss_vfl_aux_1: 0.7484 (0.7464)  loss_vfl_aux_2: 0.7435 (0.7156)  loss_vfl_aux_3: 0.7255 (0.7012)  loss_vfl_aux_4: 0.7048 (0.6937)  loss_vfl_aux_5: 0.7822 (0.7790)  loss_vfl_dn_0: 0.4587 (0.4584)  loss_vfl_dn_1: 0.4010 (0.3945)  loss_vfl_dn_2: 0.3856 (0.3786)  loss_vfl_dn_3: 0.3746 (0.3711)  loss_vfl_dn_4: 0.3734 (0.3685)  loss_vfl_dn_5: 0.3726 (0.3677)  time: 0.4668  data: 0.0141  max mem: 5654
Epoch: [32]  [3800/7393]  eta: 0:29:12  lr: 0.000010  loss: 16.0907 (16.3225)  loss_bbox: 0.1372 (0.1573)  loss_bbox_aux_0: 0.1452 (0.1703)  loss_bbox_aux_1: 0.1361 (0.1628)  loss_bbox_aux_2: 0.1406 (0.1600)  loss_bbox_aux_3: 0.1413 (0.1580)  loss_bbox_aux_4: 0.1373 (0.1573)  loss_bbox_aux_5: 0.1815 (0.2089)  loss_bbox_dn_0: 0.2203 (0.2793)  loss_bbox_dn_1: 0.1675 (0.2111)  loss_bbox_dn_2: 0.1532 (0.1891)  loss_bbox_dn_3: 0.1516 (0.1821)  loss_bbox_dn_4: 0.1516 (0.1807)  loss_bbox_dn_5: 0.1513 (0.1807)  loss_giou: 0.4724 (0.4869)  loss_giou_aux_0: 0.4902 (0.5110)  loss_giou_aux_1: 0.4884 (0.4974)  loss_giou_aux_2: 0.4766 (0.4919)  loss_giou_aux_3: 0.4752 (0.4884)  loss_giou_aux_4: 0.4724 (0.4870)  loss_giou_aux_5: 0.5583 (0.5793)  loss_giou_dn_0: 0.5948 (0.5988)  loss_giou_dn_1: 0.4867 (0.4936)  loss_giou_dn_2: 0.4532 (0.4641)  loss_giou_dn_3: 0.4469 (0.4556)  loss_giou_dn_4: 0.4445 (0.4536)  loss_giou_dn_5: 0.4444 (0.4538)  loss_vfl: 0.6728 (0.6901)  loss_vfl_aux_0: 0.7929 (0.8001)  loss_vfl_aux_1: 0.7228 (0.7462)  loss_vfl_aux_2: 0.7011 (0.7154)  loss_vfl_aux_3: 0.6804 (0.7008)  loss_vfl_aux_4: 0.6770 (0.6933)  loss_vfl_aux_5: 0.7872 (0.7789)  loss_vfl_dn_0: 0.4573 (0.4583)  loss_vfl_dn_1: 0.3944 (0.3945)  loss_vfl_dn_2: 0.3762 (0.3786)  loss_vfl_dn_3: 0.3713 (0.3711)  loss_vfl_dn_4: 0.3676 (0.3684)  loss_vfl_dn_5: 0.3666 (0.3677)  time: 0.4809  data: 0.0141  max mem: 5654
Epoch: [32]  [3900/7393]  eta: 0:28:22  lr: 0.000010  loss: 16.5226 (16.3236)  loss_bbox: 0.1646 (0.1572)  loss_bbox_aux_0: 0.1773 (0.1702)  loss_bbox_aux_1: 0.1607 (0.1626)  loss_bbox_aux_2: 0.1560 (0.1598)  loss_bbox_aux_3: 0.1653 (0.1578)  loss_bbox_aux_4: 0.1630 (0.1572)  loss_bbox_aux_5: 0.2137 (0.2089)  loss_bbox_dn_0: 0.2971 (0.2793)  loss_bbox_dn_1: 0.2198 (0.2110)  loss_bbox_dn_2: 0.2059 (0.1890)  loss_bbox_dn_3: 0.1920 (0.1820)  loss_bbox_dn_4: 0.1876 (0.1806)  loss_bbox_dn_5: 0.1875 (0.1806)  loss_giou: 0.4681 (0.4872)  loss_giou_aux_0: 0.4732 (0.5114)  loss_giou_aux_1: 0.4637 (0.4976)  loss_giou_aux_2: 0.4643 (0.4922)  loss_giou_aux_3: 0.4601 (0.4887)  loss_giou_aux_4: 0.4677 (0.4873)  loss_giou_aux_5: 0.5384 (0.5797)  loss_giou_dn_0: 0.5791 (0.5991)  loss_giou_dn_1: 0.4678 (0.4938)  loss_giou_dn_2: 0.4386 (0.4644)  loss_giou_dn_3: 0.4328 (0.4558)  loss_giou_dn_4: 0.4317 (0.4538)  loss_giou_dn_5: 0.4317 (0.4540)  loss_vfl: 0.6878 (0.6900)  loss_vfl_aux_0: 0.8164 (0.7999)  loss_vfl_aux_1: 0.7704 (0.7461)  loss_vfl_aux_2: 0.7457 (0.7153)  loss_vfl_aux_3: 0.7047 (0.7007)  loss_vfl_aux_4: 0.6899 (0.6932)  loss_vfl_aux_5: 0.8054 (0.7786)  loss_vfl_dn_0: 0.4564 (0.4583)  loss_vfl_dn_1: 0.3986 (0.3945)  loss_vfl_dn_2: 0.3827 (0.3786)  loss_vfl_dn_3: 0.3783 (0.3711)  loss_vfl_dn_4: 0.3783 (0.3685)  loss_vfl_dn_5: 0.3762 (0.3677)  time: 0.4806  data: 0.0136  max mem: 5654
Epoch: [32]  [4000/7393]  eta: 0:27:32  lr: 0.000010  loss: 16.8044 (16.3223)  loss_bbox: 0.1497 (0.1572)  loss_bbox_aux_0: 0.1640 (0.1703)  loss_bbox_aux_1: 0.1447 (0.1627)  loss_bbox_aux_2: 0.1582 (0.1599)  loss_bbox_aux_3: 0.1508 (0.1579)  loss_bbox_aux_4: 0.1496 (0.1572)  loss_bbox_aux_5: 0.1918 (0.2090)  loss_bbox_dn_0: 0.2271 (0.2795)  loss_bbox_dn_1: 0.1717 (0.2112)  loss_bbox_dn_2: 0.1534 (0.1892)  loss_bbox_dn_3: 0.1485 (0.1822)  loss_bbox_dn_4: 0.1473 (0.1807)  loss_bbox_dn_5: 0.1473 (0.1807)  loss_giou: 0.4696 (0.4867)  loss_giou_aux_0: 0.5023 (0.5110)  loss_giou_aux_1: 0.4763 (0.4972)  loss_giou_aux_2: 0.4864 (0.4917)  loss_giou_aux_3: 0.4703 (0.4882)  loss_giou_aux_4: 0.4726 (0.4868)  loss_giou_aux_5: 0.5579 (0.5794)  loss_giou_dn_0: 0.6201 (0.5987)  loss_giou_dn_1: 0.5088 (0.4935)  loss_giou_dn_2: 0.4781 (0.4640)  loss_giou_dn_3: 0.4670 (0.4554)  loss_giou_dn_4: 0.4661 (0.4535)  loss_giou_dn_5: 0.4662 (0.4536)  loss_vfl: 0.7179 (0.6904)  loss_vfl_aux_0: 0.7926 (0.8001)  loss_vfl_aux_1: 0.7443 (0.7464)  loss_vfl_aux_2: 0.7282 (0.7156)  loss_vfl_aux_3: 0.7182 (0.7011)  loss_vfl_aux_4: 0.7247 (0.6936)  loss_vfl_aux_5: 0.7474 (0.7789)  loss_vfl_dn_0: 0.4581 (0.4584)  loss_vfl_dn_1: 0.3982 (0.3945)  loss_vfl_dn_2: 0.3844 (0.3786)  loss_vfl_dn_3: 0.3765 (0.3711)  loss_vfl_dn_4: 0.3733 (0.3685)  loss_vfl_dn_5: 0.3710 (0.3677)  time: 0.4704  data: 0.0141  max mem: 5654
Epoch: [32]  [4100/7393]  eta: 0:26:42  lr: 0.000010  loss: 16.7566 (16.3260)  loss_bbox: 0.1446 (0.1573)  loss_bbox_aux_0: 0.1504 (0.1703)  loss_bbox_aux_1: 0.1471 (0.1627)  loss_bbox_aux_2: 0.1480 (0.1599)  loss_bbox_aux_3: 0.1502 (0.1579)  loss_bbox_aux_4: 0.1455 (0.1573)  loss_bbox_aux_5: 0.1971 (0.2091)  loss_bbox_dn_0: 0.2558 (0.2794)  loss_bbox_dn_1: 0.1949 (0.2112)  loss_bbox_dn_2: 0.1733 (0.1892)  loss_bbox_dn_3: 0.1660 (0.1822)  loss_bbox_dn_4: 0.1660 (0.1808)  loss_bbox_dn_5: 0.1661 (0.1808)  loss_giou: 0.4963 (0.4870)  loss_giou_aux_0: 0.5259 (0.5113)  loss_giou_aux_1: 0.4955 (0.4975)  loss_giou_aux_2: 0.5105 (0.4921)  loss_giou_aux_3: 0.5071 (0.4885)  loss_giou_aux_4: 0.4962 (0.4871)  loss_giou_aux_5: 0.5873 (0.5797)  loss_giou_dn_0: 0.6318 (0.5989)  loss_giou_dn_1: 0.5230 (0.4937)  loss_giou_dn_2: 0.4888 (0.4643)  loss_giou_dn_3: 0.4770 (0.4557)  loss_giou_dn_4: 0.4747 (0.4537)  loss_giou_dn_5: 0.4752 (0.4539)  loss_vfl: 0.6915 (0.6903)  loss_vfl_aux_0: 0.7789 (0.8001)  loss_vfl_aux_1: 0.7750 (0.7465)  loss_vfl_aux_2: 0.7283 (0.7155)  loss_vfl_aux_3: 0.7088 (0.7010)  loss_vfl_aux_4: 0.7103 (0.6936)  loss_vfl_aux_5: 0.7723 (0.7786)  loss_vfl_dn_0: 0.4588 (0.4583)  loss_vfl_dn_1: 0.4037 (0.3946)  loss_vfl_dn_2: 0.3893 (0.3787)  loss_vfl_dn_3: 0.3845 (0.3711)  loss_vfl_dn_4: 0.3818 (0.3685)  loss_vfl_dn_5: 0.3816 (0.3678)  time: 0.4752  data: 0.0140  max mem: 5654
Epoch: [32]  [4200/7393]  eta: 0:25:53  lr: 0.000010  loss: 16.2145 (16.3276)  loss_bbox: 0.1670 (0.1574)  loss_bbox_aux_0: 0.1822 (0.1704)  loss_bbox_aux_1: 0.1752 (0.1628)  loss_bbox_aux_2: 0.1714 (0.1601)  loss_bbox_aux_3: 0.1696 (0.1580)  loss_bbox_aux_4: 0.1683 (0.1574)  loss_bbox_aux_5: 0.2307 (0.2092)  loss_bbox_dn_0: 0.2937 (0.2796)  loss_bbox_dn_1: 0.2133 (0.2113)  loss_bbox_dn_2: 0.1891 (0.1893)  loss_bbox_dn_3: 0.1844 (0.1823)  loss_bbox_dn_4: 0.1851 (0.1809)  loss_bbox_dn_5: 0.1851 (0.1809)  loss_giou: 0.4374 (0.4870)  loss_giou_aux_0: 0.4624 (0.5112)  loss_giou_aux_1: 0.4525 (0.4975)  loss_giou_aux_2: 0.4550 (0.4920)  loss_giou_aux_3: 0.4447 (0.4885)  loss_giou_aux_4: 0.4334 (0.4871)  loss_giou_aux_5: 0.5316 (0.5797)  loss_giou_dn_0: 0.5737 (0.5988)  loss_giou_dn_1: 0.4652 (0.4936)  loss_giou_dn_2: 0.4293 (0.4641)  loss_giou_dn_3: 0.4197 (0.4556)  loss_giou_dn_4: 0.4181 (0.4536)  loss_giou_dn_5: 0.4181 (0.4538)  loss_vfl: 0.6958 (0.6905)  loss_vfl_aux_0: 0.8199 (0.8002)  loss_vfl_aux_1: 0.7614 (0.7468)  loss_vfl_aux_2: 0.7363 (0.7156)  loss_vfl_aux_3: 0.7106 (0.7012)  loss_vfl_aux_4: 0.7013 (0.6937)  loss_vfl_aux_5: 0.7811 (0.7786)  loss_vfl_dn_0: 0.4618 (0.4584)  loss_vfl_dn_1: 0.3965 (0.3946)  loss_vfl_dn_2: 0.3781 (0.3787)  loss_vfl_dn_3: 0.3751 (0.3712)  loss_vfl_dn_4: 0.3706 (0.3686)  loss_vfl_dn_5: 0.3685 (0.3678)  time: 0.4854  data: 0.0138  max mem: 5654
Epoch: [32]  [4300/7393]  eta: 0:25:04  lr: 0.000010  loss: 16.6295 (16.3315)  loss_bbox: 0.1474 (0.1575)  loss_bbox_aux_0: 0.1565 (0.1705)  loss_bbox_aux_1: 0.1549 (0.1629)  loss_bbox_aux_2: 0.1560 (0.1601)  loss_bbox_aux_3: 0.1496 (0.1580)  loss_bbox_aux_4: 0.1441 (0.1575)  loss_bbox_aux_5: 0.2062 (0.2093)  loss_bbox_dn_0: 0.2458 (0.2795)  loss_bbox_dn_1: 0.1807 (0.2113)  loss_bbox_dn_2: 0.1664 (0.1893)  loss_bbox_dn_3: 0.1581 (0.1823)  loss_bbox_dn_4: 0.1561 (0.1809)  loss_bbox_dn_5: 0.1561 (0.1809)  loss_giou: 0.5426 (0.4871)  loss_giou_aux_0: 0.5495 (0.5114)  loss_giou_aux_1: 0.5398 (0.4976)  loss_giou_aux_2: 0.5420 (0.4921)  loss_giou_aux_3: 0.5403 (0.4885)  loss_giou_aux_4: 0.5326 (0.4872)  loss_giou_aux_5: 0.6253 (0.5799)  loss_giou_dn_0: 0.6246 (0.5990)  loss_giou_dn_1: 0.5228 (0.4938)  loss_giou_dn_2: 0.4885 (0.4644)  loss_giou_dn_3: 0.4841 (0.4558)  loss_giou_dn_4: 0.4833 (0.4538)  loss_giou_dn_5: 0.4834 (0.4540)  loss_vfl: 0.6638 (0.6906)  loss_vfl_aux_0: 0.7786 (0.8002)  loss_vfl_aux_1: 0.7488 (0.7471)  loss_vfl_aux_2: 0.6919 (0.7158)  loss_vfl_aux_3: 0.7094 (0.7014)  loss_vfl_aux_4: 0.6725 (0.6939)  loss_vfl_aux_5: 0.7632 (0.7785)  loss_vfl_dn_0: 0.4549 (0.4584)  loss_vfl_dn_1: 0.3969 (0.3946)  loss_vfl_dn_2: 0.3804 (0.3788)  loss_vfl_dn_3: 0.3740 (0.3712)  loss_vfl_dn_4: 0.3707 (0.3686)  loss_vfl_dn_5: 0.3709 (0.3679)  time: 0.4805  data: 0.0140  max mem: 5654
Epoch: [32]  [4400/7393]  eta: 0:24:15  lr: 0.000010  loss: 15.8614 (16.3312)  loss_bbox: 0.1650 (0.1576)  loss_bbox_aux_0: 0.1710 (0.1706)  loss_bbox_aux_1: 0.1610 (0.1629)  loss_bbox_aux_2: 0.1634 (0.1602)  loss_bbox_aux_3: 0.1656 (0.1581)  loss_bbox_aux_4: 0.1651 (0.1575)  loss_bbox_aux_5: 0.2189 (0.2093)  loss_bbox_dn_0: 0.2977 (0.2798)  loss_bbox_dn_1: 0.2140 (0.2114)  loss_bbox_dn_2: 0.1855 (0.1894)  loss_bbox_dn_3: 0.1803 (0.1825)  loss_bbox_dn_4: 0.1801 (0.1810)  loss_bbox_dn_5: 0.1803 (0.1810)  loss_giou: 0.4311 (0.4869)  loss_giou_aux_0: 0.4731 (0.5112)  loss_giou_aux_1: 0.4505 (0.4974)  loss_giou_aux_2: 0.4350 (0.4919)  loss_giou_aux_3: 0.4302 (0.4884)  loss_giou_aux_4: 0.4303 (0.4870)  loss_giou_aux_5: 0.5412 (0.5796)  loss_giou_dn_0: 0.5441 (0.5989)  loss_giou_dn_1: 0.4356 (0.4937)  loss_giou_dn_2: 0.4079 (0.4642)  loss_giou_dn_3: 0.4001 (0.4557)  loss_giou_dn_4: 0.3963 (0.4537)  loss_giou_dn_5: 0.3965 (0.4539)  loss_vfl: 0.6400 (0.6906)  loss_vfl_aux_0: 0.7603 (0.8003)  loss_vfl_aux_1: 0.7201 (0.7472)  loss_vfl_aux_2: 0.6568 (0.7159)  loss_vfl_aux_3: 0.6379 (0.7013)  loss_vfl_aux_4: 0.6494 (0.6938)  loss_vfl_aux_5: 0.7492 (0.7787)  loss_vfl_dn_0: 0.4492 (0.4584)  loss_vfl_dn_1: 0.3872 (0.3946)  loss_vfl_dn_2: 0.3748 (0.3788)  loss_vfl_dn_3: 0.3666 (0.3713)  loss_vfl_dn_4: 0.3650 (0.3686)  loss_vfl_dn_5: 0.3639 (0.3679)  time: 0.4819  data: 0.0142  max mem: 5654
Epoch: [32]  [4500/7393]  eta: 0:23:28  lr: 0.000010  loss: 16.3973 (16.3349)  loss_bbox: 0.1581 (0.1577)  loss_bbox_aux_0: 0.1714 (0.1707)  loss_bbox_aux_1: 0.1488 (0.1630)  loss_bbox_aux_2: 0.1515 (0.1603)  loss_bbox_aux_3: 0.1468 (0.1582)  loss_bbox_aux_4: 0.1424 (0.1576)  loss_bbox_aux_5: 0.2047 (0.2094)  loss_bbox_dn_0: 0.3026 (0.2799)  loss_bbox_dn_1: 0.2305 (0.2115)  loss_bbox_dn_2: 0.2030 (0.1895)  loss_bbox_dn_3: 0.1954 (0.1826)  loss_bbox_dn_4: 0.1900 (0.1811)  loss_bbox_dn_5: 0.1896 (0.1811)  loss_giou: 0.5089 (0.4872)  loss_giou_aux_0: 0.5302 (0.5115)  loss_giou_aux_1: 0.5095 (0.4977)  loss_giou_aux_2: 0.5109 (0.4922)  loss_giou_aux_3: 0.5094 (0.4887)  loss_giou_aux_4: 0.5051 (0.4873)  loss_giou_aux_5: 0.6070 (0.5799)  loss_giou_dn_0: 0.6177 (0.5990)  loss_giou_dn_1: 0.5130 (0.4938)  loss_giou_dn_2: 0.4861 (0.4643)  loss_giou_dn_3: 0.4718 (0.4558)  loss_giou_dn_4: 0.4674 (0.4538)  loss_giou_dn_5: 0.4672 (0.4540)  loss_vfl: 0.6725 (0.6904)  loss_vfl_aux_0: 0.7637 (0.8004)  loss_vfl_aux_1: 0.7203 (0.7472)  loss_vfl_aux_2: 0.6883 (0.7158)  loss_vfl_aux_3: 0.6872 (0.7012)  loss_vfl_aux_4: 0.6657 (0.6937)  loss_vfl_aux_5: 0.7489 (0.7788)  loss_vfl_dn_0: 0.4550 (0.4584)  loss_vfl_dn_1: 0.3923 (0.3946)  loss_vfl_dn_2: 0.3748 (0.3788)  loss_vfl_dn_3: 0.3665 (0.3713)  loss_vfl_dn_4: 0.3628 (0.3686)  loss_vfl_dn_5: 0.3592 (0.3679)  time: 0.4731  data: 0.0136  max mem: 5654
Epoch: [32]  [4600/7393]  eta: 0:22:39  lr: 0.000010  loss: 16.6366 (16.3374)  loss_bbox: 0.1582 (0.1577)  loss_bbox_aux_0: 0.1657 (0.1707)  loss_bbox_aux_1: 0.1685 (0.1630)  loss_bbox_aux_2: 0.1600 (0.1603)  loss_bbox_aux_3: 0.1576 (0.1582)  loss_bbox_aux_4: 0.1582 (0.1577)  loss_bbox_aux_5: 0.2061 (0.2094)  loss_bbox_dn_0: 0.2398 (0.2798)  loss_bbox_dn_1: 0.1810 (0.2115)  loss_bbox_dn_2: 0.1644 (0.1895)  loss_bbox_dn_3: 0.1564 (0.1825)  loss_bbox_dn_4: 0.1519 (0.1810)  loss_bbox_dn_5: 0.1502 (0.1810)  loss_giou: 0.4910 (0.4875)  loss_giou_aux_0: 0.5031 (0.5119)  loss_giou_aux_1: 0.4926 (0.4980)  loss_giou_aux_2: 0.4905 (0.4926)  loss_giou_aux_3: 0.4932 (0.4890)  loss_giou_aux_4: 0.4955 (0.4876)  loss_giou_aux_5: 0.5720 (0.5802)  loss_giou_dn_0: 0.5952 (0.5992)  loss_giou_dn_1: 0.4924 (0.4940)  loss_giou_dn_2: 0.4664 (0.4645)  loss_giou_dn_3: 0.4587 (0.4560)  loss_giou_dn_4: 0.4575 (0.4540)  loss_giou_dn_5: 0.4578 (0.4542)  loss_vfl: 0.6692 (0.6905)  loss_vfl_aux_0: 0.7435 (0.8000)  loss_vfl_aux_1: 0.7011 (0.7471)  loss_vfl_aux_2: 0.6880 (0.7157)  loss_vfl_aux_3: 0.6770 (0.7012)  loss_vfl_aux_4: 0.6674 (0.6937)  loss_vfl_aux_5: 0.7299 (0.7785)  loss_vfl_dn_0: 0.4535 (0.4584)  loss_vfl_dn_1: 0.3994 (0.3946)  loss_vfl_dn_2: 0.3889 (0.3789)  loss_vfl_dn_3: 0.3816 (0.3713)  loss_vfl_dn_4: 0.3789 (0.3687)  loss_vfl_dn_5: 0.3765 (0.3680)  time: 0.4825  data: 0.0146  max mem: 5654
Epoch: [32]  [4700/7393]  eta: 0:21:50  lr: 0.000010  loss: 16.6015 (16.3347)  loss_bbox: 0.1543 (0.1576)  loss_bbox_aux_0: 0.1769 (0.1707)  loss_bbox_aux_1: 0.1656 (0.1630)  loss_bbox_aux_2: 0.1625 (0.1602)  loss_bbox_aux_3: 0.1555 (0.1581)  loss_bbox_aux_4: 0.1602 (0.1576)  loss_bbox_aux_5: 0.2055 (0.2093)  loss_bbox_dn_0: 0.2679 (0.2796)  loss_bbox_dn_1: 0.2005 (0.2113)  loss_bbox_dn_2: 0.1747 (0.1893)  loss_bbox_dn_3: 0.1664 (0.1824)  loss_bbox_dn_4: 0.1658 (0.1809)  loss_bbox_dn_5: 0.1654 (0.1809)  loss_giou: 0.5026 (0.4875)  loss_giou_aux_0: 0.5227 (0.5119)  loss_giou_aux_1: 0.5292 (0.4980)  loss_giou_aux_2: 0.5228 (0.4926)  loss_giou_aux_3: 0.5047 (0.4890)  loss_giou_aux_4: 0.5015 (0.4877)  loss_giou_aux_5: 0.6017 (0.5801)  loss_giou_dn_0: 0.5885 (0.5991)  loss_giou_dn_1: 0.4894 (0.4939)  loss_giou_dn_2: 0.4618 (0.4645)  loss_giou_dn_3: 0.4549 (0.4559)  loss_giou_dn_4: 0.4537 (0.4540)  loss_giou_dn_5: 0.4537 (0.4541)  loss_vfl: 0.6762 (0.6904)  loss_vfl_aux_0: 0.7612 (0.7998)  loss_vfl_aux_1: 0.7213 (0.7469)  loss_vfl_aux_2: 0.6926 (0.7156)  loss_vfl_aux_3: 0.6782 (0.7010)  loss_vfl_aux_4: 0.6813 (0.6936)  loss_vfl_aux_5: 0.7726 (0.7783)  loss_vfl_dn_0: 0.4609 (0.4583)  loss_vfl_dn_1: 0.3841 (0.3946)  loss_vfl_dn_2: 0.3732 (0.3789)  loss_vfl_dn_3: 0.3654 (0.3713)  loss_vfl_dn_4: 0.3624 (0.3687)  loss_vfl_dn_5: 0.3609 (0.3679)  time: 0.4702  data: 0.0137  max mem: 5654
Epoch: [32]  [4800/7393]  eta: 0:21:01  lr: 0.000010  loss: 16.6997 (16.3325)  loss_bbox: 0.1475 (0.1577)  loss_bbox_aux_0: 0.1612 (0.1708)  loss_bbox_aux_1: 0.1492 (0.1630)  loss_bbox_aux_2: 0.1492 (0.1603)  loss_bbox_aux_3: 0.1478 (0.1583)  loss_bbox_aux_4: 0.1472 (0.1577)  loss_bbox_aux_5: 0.2056 (0.2094)  loss_bbox_dn_0: 0.2384 (0.2797)  loss_bbox_dn_1: 0.1748 (0.2114)  loss_bbox_dn_2: 0.1563 (0.1894)  loss_bbox_dn_3: 0.1503 (0.1824)  loss_bbox_dn_4: 0.1485 (0.1809)  loss_bbox_dn_5: 0.1485 (0.1809)  loss_giou: 0.4949 (0.4875)  loss_giou_aux_0: 0.5324 (0.5118)  loss_giou_aux_1: 0.4999 (0.4980)  loss_giou_aux_2: 0.4962 (0.4925)  loss_giou_aux_3: 0.4975 (0.4890)  loss_giou_aux_4: 0.4949 (0.4876)  loss_giou_aux_5: 0.6013 (0.5800)  loss_giou_dn_0: 0.6105 (0.5990)  loss_giou_dn_1: 0.5017 (0.4938)  loss_giou_dn_2: 0.4815 (0.4644)  loss_giou_dn_3: 0.4752 (0.4558)  loss_giou_dn_4: 0.4719 (0.4538)  loss_giou_dn_5: 0.4720 (0.4540)  loss_vfl: 0.6770 (0.6901)  loss_vfl_aux_0: 0.7823 (0.7995)  loss_vfl_aux_1: 0.7408 (0.7467)  loss_vfl_aux_2: 0.7058 (0.7154)  loss_vfl_aux_3: 0.6812 (0.7006)  loss_vfl_aux_4: 0.6769 (0.6933)  loss_vfl_aux_5: 0.7552 (0.7782)  loss_vfl_dn_0: 0.4585 (0.4583)  loss_vfl_dn_1: 0.4006 (0.3946)  loss_vfl_dn_2: 0.3853 (0.3788)  loss_vfl_dn_3: 0.3751 (0.3713)  loss_vfl_dn_4: 0.3723 (0.3687)  loss_vfl_dn_5: 0.3717 (0.3679)  time: 0.4719  data: 0.0136  max mem: 5654
Epoch: [32]  [4900/7393]  eta: 0:20:12  lr: 0.000010  loss: 16.1201 (16.3343)  loss_bbox: 0.1534 (0.1577)  loss_bbox_aux_0: 0.1741 (0.1708)  loss_bbox_aux_1: 0.1480 (0.1631)  loss_bbox_aux_2: 0.1533 (0.1603)  loss_bbox_aux_3: 0.1538 (0.1583)  loss_bbox_aux_4: 0.1536 (0.1577)  loss_bbox_aux_5: 0.2042 (0.2095)  loss_bbox_dn_0: 0.2782 (0.2797)  loss_bbox_dn_1: 0.2177 (0.2114)  loss_bbox_dn_2: 0.1817 (0.1894)  loss_bbox_dn_3: 0.1735 (0.1824)  loss_bbox_dn_4: 0.1712 (0.1810)  loss_bbox_dn_5: 0.1712 (0.1810)  loss_giou: 0.4569 (0.4874)  loss_giou_aux_0: 0.4954 (0.5118)  loss_giou_aux_1: 0.4700 (0.4979)  loss_giou_aux_2: 0.4648 (0.4924)  loss_giou_aux_3: 0.4574 (0.4889)  loss_giou_aux_4: 0.4566 (0.4875)  loss_giou_aux_5: 0.5324 (0.5799)  loss_giou_dn_0: 0.5803 (0.5989)  loss_giou_dn_1: 0.4724 (0.4937)  loss_giou_dn_2: 0.4462 (0.4643)  loss_giou_dn_3: 0.4384 (0.4558)  loss_giou_dn_4: 0.4351 (0.4538)  loss_giou_dn_5: 0.4368 (0.4540)  loss_vfl: 0.6853 (0.6904)  loss_vfl_aux_0: 0.7963 (0.7997)  loss_vfl_aux_1: 0.7752 (0.7470)  loss_vfl_aux_2: 0.7220 (0.7157)  loss_vfl_aux_3: 0.7086 (0.7010)  loss_vfl_aux_4: 0.6950 (0.6937)  loss_vfl_aux_5: 0.7717 (0.7785)  loss_vfl_dn_0: 0.4603 (0.4584)  loss_vfl_dn_1: 0.3943 (0.3946)  loss_vfl_dn_2: 0.3769 (0.3789)  loss_vfl_dn_3: 0.3705 (0.3713)  loss_vfl_dn_4: 0.3673 (0.3687)  loss_vfl_dn_5: 0.3668 (0.3679)  time: 0.4823  data: 0.0139  max mem: 5654
Epoch: [32]  [5000/7393]  eta: 0:19:23  lr: 0.000010  loss: 16.0775 (16.3381)  loss_bbox: 0.1584 (0.1579)  loss_bbox_aux_0: 0.1785 (0.1709)  loss_bbox_aux_1: 0.1679 (0.1632)  loss_bbox_aux_2: 0.1619 (0.1605)  loss_bbox_aux_3: 0.1643 (0.1585)  loss_bbox_aux_4: 0.1568 (0.1579)  loss_bbox_aux_5: 0.2296 (0.2096)  loss_bbox_dn_0: 0.2798 (0.2798)  loss_bbox_dn_1: 0.2011 (0.2114)  loss_bbox_dn_2: 0.1792 (0.1894)  loss_bbox_dn_3: 0.1749 (0.1824)  loss_bbox_dn_4: 0.1743 (0.1810)  loss_bbox_dn_5: 0.1742 (0.1810)  loss_giou: 0.4411 (0.4877)  loss_giou_aux_0: 0.4703 (0.5120)  loss_giou_aux_1: 0.4489 (0.4982)  loss_giou_aux_2: 0.4494 (0.4927)  loss_giou_aux_3: 0.4452 (0.4892)  loss_giou_aux_4: 0.4433 (0.4878)  loss_giou_aux_5: 0.5320 (0.5801)  loss_giou_dn_0: 0.5644 (0.5990)  loss_giou_dn_1: 0.4623 (0.4939)  loss_giou_dn_2: 0.4228 (0.4645)  loss_giou_dn_3: 0.4132 (0.4559)  loss_giou_dn_4: 0.4120 (0.4540)  loss_giou_dn_5: 0.4118 (0.4542)  loss_vfl: 0.6650 (0.6904)  loss_vfl_aux_0: 0.7645 (0.7997)  loss_vfl_aux_1: 0.7010 (0.7468)  loss_vfl_aux_2: 0.6860 (0.7156)  loss_vfl_aux_3: 0.6801 (0.7010)  loss_vfl_aux_4: 0.6642 (0.6937)  loss_vfl_aux_5: 0.7514 (0.7786)  loss_vfl_dn_0: 0.4535 (0.4584)  loss_vfl_dn_1: 0.3964 (0.3946)  loss_vfl_dn_2: 0.3792 (0.3789)  loss_vfl_dn_3: 0.3702 (0.3713)  loss_vfl_dn_4: 0.3677 (0.3687)  loss_vfl_dn_5: 0.3662 (0.3679)  time: 0.4945  data: 0.0145  max mem: 5654
Epoch: [32]  [5100/7393]  eta: 0:18:34  lr: 0.000010  loss: 16.1761 (16.3420)  loss_bbox: 0.1555 (0.1580)  loss_bbox_aux_0: 0.1784 (0.1711)  loss_bbox_aux_1: 0.1660 (0.1634)  loss_bbox_aux_2: 0.1581 (0.1606)  loss_bbox_aux_3: 0.1594 (0.1586)  loss_bbox_aux_4: 0.1517 (0.1580)  loss_bbox_aux_5: 0.2266 (0.2097)  loss_bbox_dn_0: 0.2913 (0.2800)  loss_bbox_dn_1: 0.2204 (0.2116)  loss_bbox_dn_2: 0.2045 (0.1896)  loss_bbox_dn_3: 0.1952 (0.1827)  loss_bbox_dn_4: 0.1943 (0.1812)  loss_bbox_dn_5: 0.1942 (0.1812)  loss_giou: 0.4681 (0.4876)  loss_giou_aux_0: 0.5020 (0.5120)  loss_giou_aux_1: 0.4800 (0.4982)  loss_giou_aux_2: 0.4833 (0.4927)  loss_giou_aux_3: 0.4735 (0.4891)  loss_giou_aux_4: 0.4675 (0.4877)  loss_giou_aux_5: 0.5690 (0.5801)  loss_giou_dn_0: 0.5995 (0.5990)  loss_giou_dn_1: 0.4947 (0.4939)  loss_giou_dn_2: 0.4500 (0.4644)  loss_giou_dn_3: 0.4406 (0.4559)  loss_giou_dn_4: 0.4394 (0.4539)  loss_giou_dn_5: 0.4399 (0.4541)  loss_vfl: 0.6813 (0.6908)  loss_vfl_aux_0: 0.7997 (0.7999)  loss_vfl_aux_1: 0.7248 (0.7470)  loss_vfl_aux_2: 0.6801 (0.7157)  loss_vfl_aux_3: 0.6925 (0.7014)  loss_vfl_aux_4: 0.6714 (0.6940)  loss_vfl_aux_5: 0.7774 (0.7788)  loss_vfl_dn_0: 0.4522 (0.4584)  loss_vfl_dn_1: 0.4015 (0.3946)  loss_vfl_dn_2: 0.3856 (0.3789)  loss_vfl_dn_3: 0.3771 (0.3713)  loss_vfl_dn_4: 0.3731 (0.3687)  loss_vfl_dn_5: 0.3733 (0.3680)  time: 0.4717  data: 0.0143  max mem: 5654
Epoch: [32]  [5200/7393]  eta: 0:17:45  lr: 0.000010  loss: 15.4440 (16.3416)  loss_bbox: 0.1583 (0.1580)  loss_bbox_aux_0: 0.1587 (0.1711)  loss_bbox_aux_1: 0.1628 (0.1634)  loss_bbox_aux_2: 0.1582 (0.1606)  loss_bbox_aux_3: 0.1553 (0.1586)  loss_bbox_aux_4: 0.1583 (0.1580)  loss_bbox_aux_5: 0.2125 (0.2098)  loss_bbox_dn_0: 0.2887 (0.2800)  loss_bbox_dn_1: 0.2094 (0.2117)  loss_bbox_dn_2: 0.1828 (0.1896)  loss_bbox_dn_3: 0.1781 (0.1827)  loss_bbox_dn_4: 0.1792 (0.1812)  loss_bbox_dn_5: 0.1792 (0.1812)  loss_giou: 0.4323 (0.4876)  loss_giou_aux_0: 0.4442 (0.5121)  loss_giou_aux_1: 0.4381 (0.4983)  loss_giou_aux_2: 0.4377 (0.4927)  loss_giou_aux_3: 0.4373 (0.4891)  loss_giou_aux_4: 0.4337 (0.4877)  loss_giou_aux_5: 0.5347 (0.5802)  loss_giou_dn_0: 0.5634 (0.5991)  loss_giou_dn_1: 0.4508 (0.4939)  loss_giou_dn_2: 0.4188 (0.4645)  loss_giou_dn_3: 0.4114 (0.4560)  loss_giou_dn_4: 0.4083 (0.4540)  loss_giou_dn_5: 0.4085 (0.4542)  loss_vfl: 0.6806 (0.6907)  loss_vfl_aux_0: 0.7853 (0.7996)  loss_vfl_aux_1: 0.7438 (0.7469)  loss_vfl_aux_2: 0.6983 (0.7156)  loss_vfl_aux_3: 0.6882 (0.7013)  loss_vfl_aux_4: 0.6829 (0.6939)  loss_vfl_aux_5: 0.7763 (0.7784)  loss_vfl_dn_0: 0.4557 (0.4584)  loss_vfl_dn_1: 0.3854 (0.3946)  loss_vfl_dn_2: 0.3694 (0.3789)  loss_vfl_dn_3: 0.3590 (0.3713)  loss_vfl_dn_4: 0.3579 (0.3687)  loss_vfl_dn_5: 0.3572 (0.3680)  time: 0.4849  data: 0.0144  max mem: 5654
Epoch: [32]  [5300/7393]  eta: 0:16:56  lr: 0.000010  loss: 15.4925 (16.3415)  loss_bbox: 0.1409 (0.1580)  loss_bbox_aux_0: 0.1563 (0.1710)  loss_bbox_aux_1: 0.1490 (0.1634)  loss_bbox_aux_2: 0.1445 (0.1606)  loss_bbox_aux_3: 0.1405 (0.1585)  loss_bbox_aux_4: 0.1422 (0.1580)  loss_bbox_aux_5: 0.1927 (0.2097)  loss_bbox_dn_0: 0.2440 (0.2800)  loss_bbox_dn_1: 0.1893 (0.2116)  loss_bbox_dn_2: 0.1690 (0.1896)  loss_bbox_dn_3: 0.1629 (0.1827)  loss_bbox_dn_4: 0.1609 (0.1812)  loss_bbox_dn_5: 0.1609 (0.1812)  loss_giou: 0.4643 (0.4875)  loss_giou_aux_0: 0.5054 (0.5121)  loss_giou_aux_1: 0.5031 (0.4983)  loss_giou_aux_2: 0.4766 (0.4927)  loss_giou_aux_3: 0.4672 (0.4891)  loss_giou_aux_4: 0.4675 (0.4877)  loss_giou_aux_5: 0.5465 (0.5802)  loss_giou_dn_0: 0.5754 (0.5990)  loss_giou_dn_1: 0.4770 (0.4939)  loss_giou_dn_2: 0.4561 (0.4645)  loss_giou_dn_3: 0.4505 (0.4560)  loss_giou_dn_4: 0.4515 (0.4540)  loss_giou_dn_5: 0.4521 (0.4542)  loss_vfl: 0.6594 (0.6908)  loss_vfl_aux_0: 0.7477 (0.7996)  loss_vfl_aux_1: 0.6901 (0.7468)  loss_vfl_aux_2: 0.6719 (0.7157)  loss_vfl_aux_3: 0.6759 (0.7014)  loss_vfl_aux_4: 0.6565 (0.6940)  loss_vfl_aux_5: 0.7328 (0.7785)  loss_vfl_dn_0: 0.4488 (0.4584)  loss_vfl_dn_1: 0.3878 (0.3946)  loss_vfl_dn_2: 0.3700 (0.3789)  loss_vfl_dn_3: 0.3639 (0.3713)  loss_vfl_dn_4: 0.3614 (0.3687)  loss_vfl_dn_5: 0.3622 (0.3680)  time: 0.4768  data: 0.0141  max mem: 5654
Epoch: [32]  [5400/7393]  eta: 0:16:09  lr: 0.000010  loss: 16.2062 (16.3397)  loss_bbox: 0.1465 (0.1579)  loss_bbox_aux_0: 0.1504 (0.1710)  loss_bbox_aux_1: 0.1561 (0.1633)  loss_bbox_aux_2: 0.1460 (0.1605)  loss_bbox_aux_3: 0.1492 (0.1585)  loss_bbox_aux_4: 0.1465 (0.1579)  loss_bbox_aux_5: 0.1894 (0.2097)  loss_bbox_dn_0: 0.2680 (0.2799)  loss_bbox_dn_1: 0.2065 (0.2115)  loss_bbox_dn_2: 0.1801 (0.1895)  loss_bbox_dn_3: 0.1738 (0.1826)  loss_bbox_dn_4: 0.1711 (0.1811)  loss_bbox_dn_5: 0.1711 (0.1811)  loss_giou: 0.4767 (0.4876)  loss_giou_aux_0: 0.5065 (0.5121)  loss_giou_aux_1: 0.4949 (0.4983)  loss_giou_aux_2: 0.4780 (0.4927)  loss_giou_aux_3: 0.4786 (0.4891)  loss_giou_aux_4: 0.4760 (0.4878)  loss_giou_aux_5: 0.5825 (0.5802)  loss_giou_dn_0: 0.6024 (0.5990)  loss_giou_dn_1: 0.4931 (0.4940)  loss_giou_dn_2: 0.4653 (0.4645)  loss_giou_dn_3: 0.4576 (0.4560)  loss_giou_dn_4: 0.4557 (0.4540)  loss_giou_dn_5: 0.4558 (0.4542)  loss_vfl: 0.7090 (0.6906)  loss_vfl_aux_0: 0.8014 (0.7994)  loss_vfl_aux_1: 0.7601 (0.7466)  loss_vfl_aux_2: 0.7283 (0.7156)  loss_vfl_aux_3: 0.7051 (0.7012)  loss_vfl_aux_4: 0.7109 (0.6938)  loss_vfl_aux_5: 0.7694 (0.7784)  loss_vfl_dn_0: 0.4551 (0.4583)  loss_vfl_dn_1: 0.3941 (0.3946)  loss_vfl_dn_2: 0.3800 (0.3788)  loss_vfl_dn_3: 0.3708 (0.3713)  loss_vfl_dn_4: 0.3674 (0.3687)  loss_vfl_dn_5: 0.3667 (0.3679)  time: 0.7433  data: 0.0142  max mem: 5654
Epoch: [32]  [5500/7393]  eta: 0:15:20  lr: 0.000010  loss: 16.3623 (16.3381)  loss_bbox: 0.1556 (0.1580)  loss_bbox_aux_0: 0.1659 (0.1710)  loss_bbox_aux_1: 0.1586 (0.1634)  loss_bbox_aux_2: 0.1561 (0.1606)  loss_bbox_aux_3: 0.1557 (0.1585)  loss_bbox_aux_4: 0.1555 (0.1579)  loss_bbox_aux_5: 0.2056 (0.2097)  loss_bbox_dn_0: 0.2362 (0.2799)  loss_bbox_dn_1: 0.1748 (0.2116)  loss_bbox_dn_2: 0.1529 (0.1896)  loss_bbox_dn_3: 0.1471 (0.1827)  loss_bbox_dn_4: 0.1447 (0.1812)  loss_bbox_dn_5: 0.1446 (0.1812)  loss_giou: 0.4536 (0.4874)  loss_giou_aux_0: 0.4752 (0.5119)  loss_giou_aux_1: 0.4565 (0.4981)  loss_giou_aux_2: 0.4537 (0.4925)  loss_giou_aux_3: 0.4505 (0.4889)  loss_giou_aux_4: 0.4558 (0.4876)  loss_giou_aux_5: 0.5366 (0.5800)  loss_giou_dn_0: 0.5916 (0.5990)  loss_giou_dn_1: 0.4920 (0.4939)  loss_giou_dn_2: 0.4613 (0.4645)  loss_giou_dn_3: 0.4556 (0.4559)  loss_giou_dn_4: 0.4533 (0.4540)  loss_giou_dn_5: 0.4534 (0.4541)  loss_vfl: 0.7010 (0.6906)  loss_vfl_aux_0: 0.7989 (0.7994)  loss_vfl_aux_1: 0.7574 (0.7465)  loss_vfl_aux_2: 0.7136 (0.7156)  loss_vfl_aux_3: 0.7131 (0.7012)  loss_vfl_aux_4: 0.6954 (0.6938)  loss_vfl_aux_5: 0.7930 (0.7785)  loss_vfl_dn_0: 0.4550 (0.4583)  loss_vfl_dn_1: 0.3933 (0.3946)  loss_vfl_dn_2: 0.3754 (0.3788)  loss_vfl_dn_3: 0.3681 (0.3713)  loss_vfl_dn_4: 0.3659 (0.3686)  loss_vfl_dn_5: 0.3658 (0.3679)  time: 0.4745  data: 0.0140  max mem: 5654
Epoch: [32]  [5600/7393]  eta: 0:14:31  lr: 0.000010  loss: 16.6832 (16.3372)  loss_bbox: 0.1507 (0.1580)  loss_bbox_aux_0: 0.1528 (0.1710)  loss_bbox_aux_1: 0.1467 (0.1634)  loss_bbox_aux_2: 0.1559 (0.1606)  loss_bbox_aux_3: 0.1572 (0.1586)  loss_bbox_aux_4: 0.1503 (0.1580)  loss_bbox_aux_5: 0.1901 (0.2098)  loss_bbox_dn_0: 0.2648 (0.2800)  loss_bbox_dn_1: 0.1964 (0.2117)  loss_bbox_dn_2: 0.1764 (0.1897)  loss_bbox_dn_3: 0.1706 (0.1827)  loss_bbox_dn_4: 0.1660 (0.1812)  loss_bbox_dn_5: 0.1661 (0.1812)  loss_giou: 0.4784 (0.4873)  loss_giou_aux_0: 0.4967 (0.5118)  loss_giou_aux_1: 0.4909 (0.4981)  loss_giou_aux_2: 0.4912 (0.4925)  loss_giou_aux_3: 0.4852 (0.4889)  loss_giou_aux_4: 0.4784 (0.4875)  loss_giou_aux_5: 0.5688 (0.5800)  loss_giou_dn_0: 0.5908 (0.5989)  loss_giou_dn_1: 0.4896 (0.4938)  loss_giou_dn_2: 0.4561 (0.4644)  loss_giou_dn_3: 0.4471 (0.4559)  loss_giou_dn_4: 0.4465 (0.4539)  loss_giou_dn_5: 0.4466 (0.4541)  loss_vfl: 0.6526 (0.6904)  loss_vfl_aux_0: 0.7743 (0.7993)  loss_vfl_aux_1: 0.7253 (0.7464)  loss_vfl_aux_2: 0.6778 (0.7155)  loss_vfl_aux_3: 0.6528 (0.7010)  loss_vfl_aux_4: 0.6525 (0.6936)  loss_vfl_aux_5: 0.7304 (0.7783)  loss_vfl_dn_0: 0.4609 (0.4583)  loss_vfl_dn_1: 0.3909 (0.3946)  loss_vfl_dn_2: 0.3746 (0.3788)  loss_vfl_dn_3: 0.3685 (0.3712)  loss_vfl_dn_4: 0.3663 (0.3686)  loss_vfl_dn_5: 0.3649 (0.3679)  time: 0.4795  data: 0.0139  max mem: 5654
Epoch: [32]  [5700/7393]  eta: 0:13:42  lr: 0.000010  loss: 16.2084 (16.3365)  loss_bbox: 0.1619 (0.1580)  loss_bbox_aux_0: 0.1721 (0.1710)  loss_bbox_aux_1: 0.1719 (0.1634)  loss_bbox_aux_2: 0.1615 (0.1606)  loss_bbox_aux_3: 0.1558 (0.1585)  loss_bbox_aux_4: 0.1539 (0.1579)  loss_bbox_aux_5: 0.2175 (0.2097)  loss_bbox_dn_0: 0.2732 (0.2800)  loss_bbox_dn_1: 0.2173 (0.2117)  loss_bbox_dn_2: 0.1865 (0.1896)  loss_bbox_dn_3: 0.1800 (0.1826)  loss_bbox_dn_4: 0.1770 (0.1812)  loss_bbox_dn_5: 0.1771 (0.1812)  loss_giou: 0.4343 (0.4873)  loss_giou_aux_0: 0.4533 (0.5118)  loss_giou_aux_1: 0.4444 (0.4980)  loss_giou_aux_2: 0.4355 (0.4924)  loss_giou_aux_3: 0.4370 (0.4888)  loss_giou_aux_4: 0.4340 (0.4875)  loss_giou_aux_5: 0.5304 (0.5799)  loss_giou_dn_0: 0.5707 (0.5988)  loss_giou_dn_1: 0.4603 (0.4937)  loss_giou_dn_2: 0.4376 (0.4643)  loss_giou_dn_3: 0.4268 (0.4558)  loss_giou_dn_4: 0.4240 (0.4538)  loss_giou_dn_5: 0.4239 (0.4540)  loss_vfl: 0.7176 (0.6906)  loss_vfl_aux_0: 0.8121 (0.7995)  loss_vfl_aux_1: 0.7661 (0.7466)  loss_vfl_aux_2: 0.7363 (0.7157)  loss_vfl_aux_3: 0.7047 (0.7011)  loss_vfl_aux_4: 0.7153 (0.6937)  loss_vfl_aux_5: 0.7949 (0.7785)  loss_vfl_dn_0: 0.4604 (0.4583)  loss_vfl_dn_1: 0.3982 (0.3946)  loss_vfl_dn_2: 0.3833 (0.3788)  loss_vfl_dn_3: 0.3754 (0.3712)  loss_vfl_dn_4: 0.3734 (0.3686)  loss_vfl_dn_5: 0.3723 (0.3679)  time: 0.4775  data: 0.0133  max mem: 5654
Epoch: [32]  [5800/7393]  eta: 0:12:56  lr: 0.000010  loss: 16.6725 (16.3433)  loss_bbox: 0.1721 (0.1581)  loss_bbox_aux_0: 0.1792 (0.1711)  loss_bbox_aux_1: 0.1684 (0.1634)  loss_bbox_aux_2: 0.1654 (0.1606)  loss_bbox_aux_3: 0.1677 (0.1586)  loss_bbox_aux_4: 0.1676 (0.1580)  loss_bbox_aux_5: 0.2132 (0.2098)  loss_bbox_dn_0: 0.2857 (0.2801)  loss_bbox_dn_1: 0.2347 (0.2117)  loss_bbox_dn_2: 0.2071 (0.1897)  loss_bbox_dn_3: 0.2013 (0.1827)  loss_bbox_dn_4: 0.1990 (0.1813)  loss_bbox_dn_5: 0.1992 (0.1813)  loss_giou: 0.4745 (0.4875)  loss_giou_aux_0: 0.5038 (0.5120)  loss_giou_aux_1: 0.4783 (0.4982)  loss_giou_aux_2: 0.4769 (0.4926)  loss_giou_aux_3: 0.4607 (0.4890)  loss_giou_aux_4: 0.4613 (0.4877)  loss_giou_aux_5: 0.5550 (0.5801)  loss_giou_dn_0: 0.5972 (0.5991)  loss_giou_dn_1: 0.4813 (0.4940)  loss_giou_dn_2: 0.4484 (0.4645)  loss_giou_dn_3: 0.4386 (0.4560)  loss_giou_dn_4: 0.4377 (0.4540)  loss_giou_dn_5: 0.4381 (0.4542)  loss_vfl: 0.7086 (0.6909)  loss_vfl_aux_0: 0.8168 (0.7998)  loss_vfl_aux_1: 0.7738 (0.7471)  loss_vfl_aux_2: 0.7505 (0.7161)  loss_vfl_aux_3: 0.7310 (0.7015)  loss_vfl_aux_4: 0.7163 (0.6941)  loss_vfl_aux_5: 0.8109 (0.7788)  loss_vfl_dn_0: 0.4654 (0.4584)  loss_vfl_dn_1: 0.4054 (0.3946)  loss_vfl_dn_2: 0.3894 (0.3789)  loss_vfl_dn_3: 0.3814 (0.3713)  loss_vfl_dn_4: 0.3797 (0.3687)  loss_vfl_dn_5: 0.3801 (0.3679)  time: 0.4707  data: 0.0138  max mem: 5654
Epoch: [32]  [5900/7393]  eta: 0:12:07  lr: 0.000010  loss: 16.1648 (16.3424)  loss_bbox: 0.1560 (0.1581)  loss_bbox_aux_0: 0.1819 (0.1711)  loss_bbox_aux_1: 0.1716 (0.1635)  loss_bbox_aux_2: 0.1625 (0.1606)  loss_bbox_aux_3: 0.1609 (0.1586)  loss_bbox_aux_4: 0.1562 (0.1580)  loss_bbox_aux_5: 0.2193 (0.2098)  loss_bbox_dn_0: 0.2757 (0.2801)  loss_bbox_dn_1: 0.2095 (0.2117)  loss_bbox_dn_2: 0.1908 (0.1896)  loss_bbox_dn_3: 0.1860 (0.1827)  loss_bbox_dn_4: 0.1850 (0.1812)  loss_bbox_dn_5: 0.1852 (0.1812)  loss_giou: 0.4514 (0.4875)  loss_giou_aux_0: 0.5076 (0.5121)  loss_giou_aux_1: 0.4745 (0.4982)  loss_giou_aux_2: 0.4704 (0.4926)  loss_giou_aux_3: 0.4583 (0.4891)  loss_giou_aux_4: 0.4604 (0.4877)  loss_giou_aux_5: 0.5671 (0.5802)  loss_giou_dn_0: 0.5864 (0.5991)  loss_giou_dn_1: 0.4747 (0.4940)  loss_giou_dn_2: 0.4426 (0.4646)  loss_giou_dn_3: 0.4387 (0.4560)  loss_giou_dn_4: 0.4385 (0.4541)  loss_giou_dn_5: 0.4384 (0.4542)  loss_vfl: 0.6824 (0.6907)  loss_vfl_aux_0: 0.8051 (0.7996)  loss_vfl_aux_1: 0.7231 (0.7469)  loss_vfl_aux_2: 0.7070 (0.7159)  loss_vfl_aux_3: 0.6940 (0.7014)  loss_vfl_aux_4: 0.6874 (0.6939)  loss_vfl_aux_5: 0.7863 (0.7787)  loss_vfl_dn_0: 0.4623 (0.4583)  loss_vfl_dn_1: 0.3980 (0.3946)  loss_vfl_dn_2: 0.3804 (0.3788)  loss_vfl_dn_3: 0.3713 (0.3712)  loss_vfl_dn_4: 0.3698 (0.3686)  loss_vfl_dn_5: 0.3704 (0.3679)  time: 0.4752  data: 0.0141  max mem: 5654
Epoch: [32]  [6000/7393]  eta: 0:11:18  lr: 0.000010  loss: 16.3755 (16.3449)  loss_bbox: 0.1448 (0.1580)  loss_bbox_aux_0: 0.1638 (0.1711)  loss_bbox_aux_1: 0.1503 (0.1634)  loss_bbox_aux_2: 0.1494 (0.1606)  loss_bbox_aux_3: 0.1477 (0.1585)  loss_bbox_aux_4: 0.1443 (0.1580)  loss_bbox_aux_5: 0.1895 (0.2097)  loss_bbox_dn_0: 0.2534 (0.2799)  loss_bbox_dn_1: 0.1886 (0.2116)  loss_bbox_dn_2: 0.1768 (0.1896)  loss_bbox_dn_3: 0.1717 (0.1826)  loss_bbox_dn_4: 0.1682 (0.1811)  loss_bbox_dn_5: 0.1677 (0.1811)  loss_giou: 0.4965 (0.4877)  loss_giou_aux_0: 0.5160 (0.5123)  loss_giou_aux_1: 0.5153 (0.4984)  loss_giou_aux_2: 0.5035 (0.4928)  loss_giou_aux_3: 0.4980 (0.4892)  loss_giou_aux_4: 0.4954 (0.4879)  loss_giou_aux_5: 0.5707 (0.5803)  loss_giou_dn_0: 0.6119 (0.5992)  loss_giou_dn_1: 0.5152 (0.4941)  loss_giou_dn_2: 0.4873 (0.4647)  loss_giou_dn_3: 0.4763 (0.4561)  loss_giou_dn_4: 0.4737 (0.4542)  loss_giou_dn_5: 0.4739 (0.4543)  loss_vfl: 0.6926 (0.6910)  loss_vfl_aux_0: 0.8016 (0.7998)  loss_vfl_aux_1: 0.7598 (0.7472)  loss_vfl_aux_2: 0.7211 (0.7162)  loss_vfl_aux_3: 0.7109 (0.7016)  loss_vfl_aux_4: 0.6990 (0.6942)  loss_vfl_aux_5: 0.7534 (0.7788)  loss_vfl_dn_0: 0.4587 (0.4584)  loss_vfl_dn_1: 0.3933 (0.3946)  loss_vfl_dn_2: 0.3825 (0.3788)  loss_vfl_dn_3: 0.3767 (0.3713)  loss_vfl_dn_4: 0.3747 (0.3686)  loss_vfl_dn_5: 0.3730 (0.3679)  time: 0.4842  data: 0.0136  max mem: 5654
Epoch: [32]  [6100/7393]  eta: 0:10:29  lr: 0.000010  loss: 16.4676 (16.3456)  loss_bbox: 0.1593 (0.1580)  loss_bbox_aux_0: 0.1723 (0.1711)  loss_bbox_aux_1: 0.1661 (0.1634)  loss_bbox_aux_2: 0.1598 (0.1606)  loss_bbox_aux_3: 0.1609 (0.1585)  loss_bbox_aux_4: 0.1593 (0.1579)  loss_bbox_aux_5: 0.2161 (0.2097)  loss_bbox_dn_0: 0.3367 (0.2801)  loss_bbox_dn_1: 0.2510 (0.2117)  loss_bbox_dn_2: 0.2130 (0.1896)  loss_bbox_dn_3: 0.2053 (0.1827)  loss_bbox_dn_4: 0.2012 (0.1812)  loss_bbox_dn_5: 0.2010 (0.1812)  loss_giou: 0.4429 (0.4876)  loss_giou_aux_0: 0.4826 (0.5123)  loss_giou_aux_1: 0.4674 (0.4983)  loss_giou_aux_2: 0.4631 (0.4927)  loss_giou_aux_3: 0.4469 (0.4891)  loss_giou_aux_4: 0.4486 (0.4878)  loss_giou_aux_5: 0.5466 (0.5803)  loss_giou_dn_0: 0.5938 (0.5993)  loss_giou_dn_1: 0.4724 (0.4941)  loss_giou_dn_2: 0.4366 (0.4647)  loss_giou_dn_3: 0.4333 (0.4562)  loss_giou_dn_4: 0.4321 (0.4542)  loss_giou_dn_5: 0.4321 (0.4544)  loss_vfl: 0.7042 (0.6911)  loss_vfl_aux_0: 0.7876 (0.7999)  loss_vfl_aux_1: 0.7389 (0.7473)  loss_vfl_aux_2: 0.7310 (0.7163)  loss_vfl_aux_3: 0.7386 (0.7018)  loss_vfl_aux_4: 0.6981 (0.6944)  loss_vfl_aux_5: 0.7791 (0.7789)  loss_vfl_dn_0: 0.4560 (0.4583)  loss_vfl_dn_1: 0.3930 (0.3946)  loss_vfl_dn_2: 0.3703 (0.3788)  loss_vfl_dn_3: 0.3635 (0.3712)  loss_vfl_dn_4: 0.3593 (0.3686)  loss_vfl_dn_5: 0.3581 (0.3679)  time: 0.4764  data: 0.0140  max mem: 5654
Epoch: [32]  [6200/7393]  eta: 0:09:40  lr: 0.000010  loss: 15.5855 (16.3456)  loss_bbox: 0.1533 (0.1579)  loss_bbox_aux_0: 0.1691 (0.1711)  loss_bbox_aux_1: 0.1557 (0.1634)  loss_bbox_aux_2: 0.1524 (0.1605)  loss_bbox_aux_3: 0.1560 (0.1585)  loss_bbox_aux_4: 0.1512 (0.1579)  loss_bbox_aux_5: 0.2049 (0.2097)  loss_bbox_dn_0: 0.2748 (0.2800)  loss_bbox_dn_1: 0.2047 (0.2117)  loss_bbox_dn_2: 0.1762 (0.1896)  loss_bbox_dn_3: 0.1658 (0.1826)  loss_bbox_dn_4: 0.1645 (0.1812)  loss_bbox_dn_5: 0.1644 (0.1812)  loss_giou: 0.4526 (0.4877)  loss_giou_aux_0: 0.4822 (0.5123)  loss_giou_aux_1: 0.4639 (0.4984)  loss_giou_aux_2: 0.4501 (0.4928)  loss_giou_aux_3: 0.4465 (0.4892)  loss_giou_aux_4: 0.4524 (0.4879)  loss_giou_aux_5: 0.5505 (0.5804)  loss_giou_dn_0: 0.5823 (0.5994)  loss_giou_dn_1: 0.4713 (0.4942)  loss_giou_dn_2: 0.4432 (0.4648)  loss_giou_dn_3: 0.4370 (0.4562)  loss_giou_dn_4: 0.4339 (0.4543)  loss_giou_dn_5: 0.4338 (0.4544)  loss_vfl: 0.6807 (0.6911)  loss_vfl_aux_0: 0.8082 (0.7999)  loss_vfl_aux_1: 0.7447 (0.7472)  loss_vfl_aux_2: 0.7075 (0.7163)  loss_vfl_aux_3: 0.6852 (0.7017)  loss_vfl_aux_4: 0.6788 (0.6943)  loss_vfl_aux_5: 0.7664 (0.7788)  loss_vfl_dn_0: 0.4600 (0.4583)  loss_vfl_dn_1: 0.3862 (0.3945)  loss_vfl_dn_2: 0.3704 (0.3788)  loss_vfl_dn_3: 0.3608 (0.3712)  loss_vfl_dn_4: 0.3590 (0.3686)  loss_vfl_dn_5: 0.3594 (0.3678)  time: 0.4805  data: 0.0140  max mem: 5654
Epoch: [32]  [6300/7393]  eta: 0:08:51  lr: 0.000010  loss: 16.4098 (16.3463)  loss_bbox: 0.1521 (0.1580)  loss_bbox_aux_0: 0.1688 (0.1712)  loss_bbox_aux_1: 0.1548 (0.1635)  loss_bbox_aux_2: 0.1577 (0.1606)  loss_bbox_aux_3: 0.1542 (0.1586)  loss_bbox_aux_4: 0.1531 (0.1579)  loss_bbox_aux_5: 0.1899 (0.2098)  loss_bbox_dn_0: 0.2606 (0.2801)  loss_bbox_dn_1: 0.2053 (0.2117)  loss_bbox_dn_2: 0.1763 (0.1896)  loss_bbox_dn_3: 0.1702 (0.1827)  loss_bbox_dn_4: 0.1679 (0.1812)  loss_bbox_dn_5: 0.1678 (0.1812)  loss_giou: 0.4845 (0.4876)  loss_giou_aux_0: 0.5032 (0.5123)  loss_giou_aux_1: 0.4949 (0.4983)  loss_giou_aux_2: 0.4920 (0.4927)  loss_giou_aux_3: 0.4916 (0.4891)  loss_giou_aux_4: 0.4826 (0.4878)  loss_giou_aux_5: 0.5651 (0.5803)  loss_giou_dn_0: 0.6051 (0.5993)  loss_giou_dn_1: 0.5054 (0.4941)  loss_giou_dn_2: 0.4799 (0.4647)  loss_giou_dn_3: 0.4644 (0.4562)  loss_giou_dn_4: 0.4618 (0.4542)  loss_giou_dn_5: 0.4618 (0.4544)  loss_vfl: 0.6900 (0.6912)  loss_vfl_aux_0: 0.7841 (0.8000)  loss_vfl_aux_1: 0.7358 (0.7473)  loss_vfl_aux_2: 0.7328 (0.7164)  loss_vfl_aux_3: 0.7021 (0.7018)  loss_vfl_aux_4: 0.6963 (0.6944)  loss_vfl_aux_5: 0.7636 (0.7789)  loss_vfl_dn_0: 0.4608 (0.4584)  loss_vfl_dn_1: 0.3960 (0.3946)  loss_vfl_dn_2: 0.3769 (0.3788)  loss_vfl_dn_3: 0.3739 (0.3712)  loss_vfl_dn_4: 0.3760 (0.3686)  loss_vfl_dn_5: 0.3762 (0.3678)  time: 0.4790  data: 0.0140  max mem: 5654
Epoch: [32]  [6400/7393]  eta: 0:08:03  lr: 0.000010  loss: 15.7277 (16.3418)  loss_bbox: 0.1636 (0.1581)  loss_bbox_aux_0: 0.1634 (0.1713)  loss_bbox_aux_1: 0.1465 (0.1636)  loss_bbox_aux_2: 0.1472 (0.1606)  loss_bbox_aux_3: 0.1537 (0.1586)  loss_bbox_aux_4: 0.1589 (0.1580)  loss_bbox_aux_5: 0.2152 (0.2099)  loss_bbox_dn_0: 0.2686 (0.2804)  loss_bbox_dn_1: 0.2108 (0.2119)  loss_bbox_dn_2: 0.1892 (0.1898)  loss_bbox_dn_3: 0.1831 (0.1828)  loss_bbox_dn_4: 0.1806 (0.1814)  loss_bbox_dn_5: 0.1807 (0.1814)  loss_giou: 0.3899 (0.4870)  loss_giou_aux_0: 0.4136 (0.5117)  loss_giou_aux_1: 0.3976 (0.4977)  loss_giou_aux_2: 0.3977 (0.4920)  loss_giou_aux_3: 0.3927 (0.4884)  loss_giou_aux_4: 0.3915 (0.4871)  loss_giou_aux_5: 0.4734 (0.5796)  loss_giou_dn_0: 0.5410 (0.5990)  loss_giou_dn_1: 0.4245 (0.4937)  loss_giou_dn_2: 0.4008 (0.4643)  loss_giou_dn_3: 0.3897 (0.4557)  loss_giou_dn_4: 0.3869 (0.4537)  loss_giou_dn_5: 0.3871 (0.4539)  loss_vfl: 0.6787 (0.6912)  loss_vfl_aux_0: 0.7921 (0.8002)  loss_vfl_aux_1: 0.7539 (0.7476)  loss_vfl_aux_2: 0.7130 (0.7166)  loss_vfl_aux_3: 0.7028 (0.7019)  loss_vfl_aux_4: 0.6793 (0.6945)  loss_vfl_aux_5: 0.7703 (0.7792)  loss_vfl_dn_0: 0.4607 (0.4584)  loss_vfl_dn_1: 0.3893 (0.3945)  loss_vfl_dn_2: 0.3724 (0.3787)  loss_vfl_dn_3: 0.3630 (0.3711)  loss_vfl_dn_4: 0.3599 (0.3685)  loss_vfl_dn_5: 0.3595 (0.3678)  time: 0.4793  data: 0.0141  max mem: 5654
Epoch: [32]  [6500/7393]  eta: 0:07:14  lr: 0.000010  loss: 15.5473 (16.3392)  loss_bbox: 0.1515 (0.1580)  loss_bbox_aux_0: 0.1532 (0.1712)  loss_bbox_aux_1: 0.1496 (0.1635)  loss_bbox_aux_2: 0.1546 (0.1606)  loss_bbox_aux_3: 0.1497 (0.1586)  loss_bbox_aux_4: 0.1495 (0.1579)  loss_bbox_aux_5: 0.1767 (0.2099)  loss_bbox_dn_0: 0.2314 (0.2803)  loss_bbox_dn_1: 0.1770 (0.2118)  loss_bbox_dn_2: 0.1564 (0.1897)  loss_bbox_dn_3: 0.1538 (0.1828)  loss_bbox_dn_4: 0.1536 (0.1813)  loss_bbox_dn_5: 0.1536 (0.1813)  loss_giou: 0.4771 (0.4868)  loss_giou_aux_0: 0.5089 (0.5115)  loss_giou_aux_1: 0.4909 (0.4975)  loss_giou_aux_2: 0.4794 (0.4919)  loss_giou_aux_3: 0.4734 (0.4883)  loss_giou_aux_4: 0.4796 (0.4870)  loss_giou_aux_5: 0.5568 (0.5794)  loss_giou_dn_0: 0.5843 (0.5988)  loss_giou_dn_1: 0.4891 (0.4936)  loss_giou_dn_2: 0.4573 (0.4641)  loss_giou_dn_3: 0.4501 (0.4556)  loss_giou_dn_4: 0.4499 (0.4536)  loss_giou_dn_5: 0.4499 (0.4538)  loss_vfl: 0.6585 (0.6912)  loss_vfl_aux_0: 0.7834 (0.8003)  loss_vfl_aux_1: 0.7135 (0.7476)  loss_vfl_aux_2: 0.6869 (0.7165)  loss_vfl_aux_3: 0.6734 (0.7019)  loss_vfl_aux_4: 0.6639 (0.6944)  loss_vfl_aux_5: 0.7672 (0.7793)  loss_vfl_dn_0: 0.4620 (0.4584)  loss_vfl_dn_1: 0.3877 (0.3945)  loss_vfl_dn_2: 0.3715 (0.3787)  loss_vfl_dn_3: 0.3643 (0.3711)  loss_vfl_dn_4: 0.3621 (0.3685)  loss_vfl_dn_5: 0.3598 (0.3677)  time: 0.4695  data: 0.0141  max mem: 5654
Epoch: [32]  [6600/7393]  eta: 0:06:25  lr: 0.000010  loss: 16.5068 (16.3390)  loss_bbox: 0.1437 (0.1580)  loss_bbox_aux_0: 0.1530 (0.1712)  loss_bbox_aux_1: 0.1427 (0.1635)  loss_bbox_aux_2: 0.1440 (0.1606)  loss_bbox_aux_3: 0.1434 (0.1586)  loss_bbox_aux_4: 0.1462 (0.1580)  loss_bbox_aux_5: 0.1903 (0.2099)  loss_bbox_dn_0: 0.2321 (0.2803)  loss_bbox_dn_1: 0.1784 (0.2118)  loss_bbox_dn_2: 0.1604 (0.1897)  loss_bbox_dn_3: 0.1550 (0.1827)  loss_bbox_dn_4: 0.1556 (0.1812)  loss_bbox_dn_5: 0.1558 (0.1812)  loss_giou: 0.5290 (0.4869)  loss_giou_aux_0: 0.5604 (0.5117)  loss_giou_aux_1: 0.5431 (0.4976)  loss_giou_aux_2: 0.5316 (0.4920)  loss_giou_aux_3: 0.5266 (0.4884)  loss_giou_aux_4: 0.5266 (0.4871)  loss_giou_aux_5: 0.6320 (0.5796)  loss_giou_dn_0: 0.6372 (0.5989)  loss_giou_dn_1: 0.5268 (0.4936)  loss_giou_dn_2: 0.4961 (0.4642)  loss_giou_dn_3: 0.4805 (0.4556)  loss_giou_dn_4: 0.4775 (0.4536)  loss_giou_dn_5: 0.4770 (0.4538)  loss_vfl: 0.6615 (0.6910)  loss_vfl_aux_0: 0.7415 (0.8002)  loss_vfl_aux_1: 0.7046 (0.7476)  loss_vfl_aux_2: 0.6814 (0.7164)  loss_vfl_aux_3: 0.6749 (0.7017)  loss_vfl_aux_4: 0.6623 (0.6943)  loss_vfl_aux_5: 0.7233 (0.7792)  loss_vfl_dn_0: 0.4497 (0.4584)  loss_vfl_dn_1: 0.3937 (0.3945)  loss_vfl_dn_2: 0.3794 (0.3787)  loss_vfl_dn_3: 0.3755 (0.3711)  loss_vfl_dn_4: 0.3725 (0.3685)  loss_vfl_dn_5: 0.3724 (0.3678)  time: 0.4774  data: 0.0140  max mem: 5654
Epoch: [32]  [6700/7393]  eta: 0:05:36  lr: 0.000010  loss: 15.8733 (16.3382)  loss_bbox: 0.1458 (0.1580)  loss_bbox_aux_0: 0.1605 (0.1712)  loss_bbox_aux_1: 0.1501 (0.1634)  loss_bbox_aux_2: 0.1471 (0.1605)  loss_bbox_aux_3: 0.1448 (0.1585)  loss_bbox_aux_4: 0.1446 (0.1579)  loss_bbox_aux_5: 0.2019 (0.2098)  loss_bbox_dn_0: 0.2988 (0.2803)  loss_bbox_dn_1: 0.2158 (0.2118)  loss_bbox_dn_2: 0.1855 (0.1897)  loss_bbox_dn_3: 0.1778 (0.1827)  loss_bbox_dn_4: 0.1741 (0.1813)  loss_bbox_dn_5: 0.1741 (0.1813)  loss_giou: 0.4451 (0.4866)  loss_giou_aux_0: 0.4613 (0.5114)  loss_giou_aux_1: 0.4672 (0.4974)  loss_giou_aux_2: 0.4525 (0.4917)  loss_giou_aux_3: 0.4568 (0.4881)  loss_giou_aux_4: 0.4473 (0.4868)  loss_giou_aux_5: 0.5435 (0.5793)  loss_giou_dn_0: 0.5635 (0.5988)  loss_giou_dn_1: 0.4607 (0.4936)  loss_giou_dn_2: 0.4281 (0.4641)  loss_giou_dn_3: 0.4241 (0.4556)  loss_giou_dn_4: 0.4243 (0.4536)  loss_giou_dn_5: 0.4243 (0.4537)  loss_vfl: 0.6605 (0.6913)  loss_vfl_aux_0: 0.7632 (0.8004)  loss_vfl_aux_1: 0.7256 (0.7479)  loss_vfl_aux_2: 0.6967 (0.7167)  loss_vfl_aux_3: 0.6879 (0.7020)  loss_vfl_aux_4: 0.6717 (0.6946)  loss_vfl_aux_5: 0.7590 (0.7794)  loss_vfl_dn_0: 0.4562 (0.4584)  loss_vfl_dn_1: 0.3936 (0.3946)  loss_vfl_dn_2: 0.3697 (0.3787)  loss_vfl_dn_3: 0.3644 (0.3711)  loss_vfl_dn_4: 0.3621 (0.3685)  loss_vfl_dn_5: 0.3619 (0.3678)  time: 0.4778  data: 0.0139  max mem: 5654
Epoch: [32]  [6800/7393]  eta: 0:04:48  lr: 0.000010  loss: 16.0927 (16.3403)  loss_bbox: 0.1521 (0.1579)  loss_bbox_aux_0: 0.1573 (0.1711)  loss_bbox_aux_1: 0.1556 (0.1634)  loss_bbox_aux_2: 0.1546 (0.1605)  loss_bbox_aux_3: 0.1512 (0.1584)  loss_bbox_aux_4: 0.1521 (0.1578)  loss_bbox_aux_5: 0.2046 (0.2097)  loss_bbox_dn_0: 0.2736 (0.2802)  loss_bbox_dn_1: 0.1926 (0.2118)  loss_bbox_dn_2: 0.1727 (0.1896)  loss_bbox_dn_3: 0.1612 (0.1827)  loss_bbox_dn_4: 0.1608 (0.1812)  loss_bbox_dn_5: 0.1610 (0.1812)  loss_giou: 0.4111 (0.4868)  loss_giou_aux_0: 0.4304 (0.5116)  loss_giou_aux_1: 0.4141 (0.4975)  loss_giou_aux_2: 0.4173 (0.4919)  loss_giou_aux_3: 0.4058 (0.4883)  loss_giou_aux_4: 0.4110 (0.4870)  loss_giou_aux_5: 0.4971 (0.5795)  loss_giou_dn_0: 0.5568 (0.5990)  loss_giou_dn_1: 0.4531 (0.4937)  loss_giou_dn_2: 0.4159 (0.4642)  loss_giou_dn_3: 0.4060 (0.4557)  loss_giou_dn_4: 0.4056 (0.4537)  loss_giou_dn_5: 0.4057 (0.4539)  loss_vfl: 0.7041 (0.6914)  loss_vfl_aux_0: 0.7990 (0.8005)  loss_vfl_aux_1: 0.7369 (0.7480)  loss_vfl_aux_2: 0.6982 (0.7168)  loss_vfl_aux_3: 0.6943 (0.7021)  loss_vfl_aux_4: 0.6980 (0.6946)  loss_vfl_aux_5: 0.7638 (0.7794)  loss_vfl_dn_0: 0.4569 (0.4584)  loss_vfl_dn_1: 0.3854 (0.3946)  loss_vfl_dn_2: 0.3672 (0.3788)  loss_vfl_dn_3: 0.3592 (0.3712)  loss_vfl_dn_4: 0.3593 (0.3686)  loss_vfl_dn_5: 0.3572 (0.3678)  time: 0.4842  data: 0.0135  max mem: 5654
Epoch: [32]  [6900/7393]  eta: 0:03:59  lr: 0.000010  loss: 16.7275 (16.3405)  loss_bbox: 0.1607 (0.1579)  loss_bbox_aux_0: 0.1655 (0.1711)  loss_bbox_aux_1: 0.1661 (0.1633)  loss_bbox_aux_2: 0.1626 (0.1605)  loss_bbox_aux_3: 0.1569 (0.1584)  loss_bbox_aux_4: 0.1586 (0.1578)  loss_bbox_aux_5: 0.2014 (0.2097)  loss_bbox_dn_0: 0.2819 (0.2802)  loss_bbox_dn_1: 0.2168 (0.2118)  loss_bbox_dn_2: 0.1870 (0.1897)  loss_bbox_dn_3: 0.1751 (0.1827)  loss_bbox_dn_4: 0.1708 (0.1813)  loss_bbox_dn_5: 0.1704 (0.1812)  loss_giou: 0.4981 (0.4867)  loss_giou_aux_0: 0.5255 (0.5115)  loss_giou_aux_1: 0.5057 (0.4974)  loss_giou_aux_2: 0.4997 (0.4917)  loss_giou_aux_3: 0.4953 (0.4882)  loss_giou_aux_4: 0.4885 (0.4869)  loss_giou_aux_5: 0.5967 (0.5794)  loss_giou_dn_0: 0.6116 (0.5989)  loss_giou_dn_1: 0.5050 (0.4937)  loss_giou_dn_2: 0.4738 (0.4642)  loss_giou_dn_3: 0.4649 (0.4556)  loss_giou_dn_4: 0.4633 (0.4536)  loss_giou_dn_5: 0.4632 (0.4538)  loss_vfl: 0.6523 (0.6915)  loss_vfl_aux_0: 0.7910 (0.8007)  loss_vfl_aux_1: 0.7272 (0.7482)  loss_vfl_aux_2: 0.7202 (0.7169)  loss_vfl_aux_3: 0.6727 (0.7022)  loss_vfl_aux_4: 0.6528 (0.6947)  loss_vfl_aux_5: 0.7662 (0.7797)  loss_vfl_dn_0: 0.4619 (0.4584)  loss_vfl_dn_1: 0.3999 (0.3946)  loss_vfl_dn_2: 0.3894 (0.3788)  loss_vfl_dn_3: 0.3728 (0.3712)  loss_vfl_dn_4: 0.3705 (0.3686)  loss_vfl_dn_5: 0.3682 (0.3678)  time: 0.4688  data: 0.0140  max mem: 5654
Epoch: [32]  [7000/7393]  eta: 0:03:10  lr: 0.000010  loss: 16.1825 (16.3407)  loss_bbox: 0.1524 (0.1578)  loss_bbox_aux_0: 0.1585 (0.1709)  loss_bbox_aux_1: 0.1522 (0.1632)  loss_bbox_aux_2: 0.1586 (0.1604)  loss_bbox_aux_3: 0.1459 (0.1583)  loss_bbox_aux_4: 0.1526 (0.1577)  loss_bbox_aux_5: 0.1989 (0.2095)  loss_bbox_dn_0: 0.2548 (0.2801)  loss_bbox_dn_1: 0.1894 (0.2117)  loss_bbox_dn_2: 0.1672 (0.1896)  loss_bbox_dn_3: 0.1599 (0.1826)  loss_bbox_dn_4: 0.1581 (0.1811)  loss_bbox_dn_5: 0.1581 (0.1811)  loss_giou: 0.5060 (0.4868)  loss_giou_aux_0: 0.5387 (0.5116)  loss_giou_aux_1: 0.5211 (0.4975)  loss_giou_aux_2: 0.5190 (0.4919)  loss_giou_aux_3: 0.5126 (0.4883)  loss_giou_aux_4: 0.5061 (0.4870)  loss_giou_aux_5: 0.5972 (0.5794)  loss_giou_dn_0: 0.6165 (0.5990)  loss_giou_dn_1: 0.4955 (0.4938)  loss_giou_dn_2: 0.4680 (0.4643)  loss_giou_dn_3: 0.4615 (0.4557)  loss_giou_dn_4: 0.4590 (0.4537)  loss_giou_dn_5: 0.4588 (0.4539)  loss_vfl: 0.6925 (0.6914)  loss_vfl_aux_0: 0.8184 (0.8008)  loss_vfl_aux_1: 0.7415 (0.7482)  loss_vfl_aux_2: 0.7264 (0.7170)  loss_vfl_aux_3: 0.7052 (0.7022)  loss_vfl_aux_4: 0.6904 (0.6947)  loss_vfl_aux_5: 0.7737 (0.7797)  loss_vfl_dn_0: 0.4614 (0.4584)  loss_vfl_dn_1: 0.3942 (0.3947)  loss_vfl_dn_2: 0.3815 (0.3788)  loss_vfl_dn_3: 0.3723 (0.3712)  loss_vfl_dn_4: 0.3692 (0.3686)  loss_vfl_dn_5: 0.3697 (0.3679)  time: 0.4717  data: 0.0138  max mem: 5654
Epoch: [32]  [7100/7393]  eta: 0:02:22  lr: 0.000010  loss: 16.9527 (16.3395)  loss_bbox: 0.1686 (0.1578)  loss_bbox_aux_0: 0.1767 (0.1709)  loss_bbox_aux_1: 0.1704 (0.1632)  loss_bbox_aux_2: 0.1726 (0.1603)  loss_bbox_aux_3: 0.1671 (0.1583)  loss_bbox_aux_4: 0.1650 (0.1577)  loss_bbox_aux_5: 0.2091 (0.2095)  loss_bbox_dn_0: 0.2679 (0.2802)  loss_bbox_dn_1: 0.2024 (0.2117)  loss_bbox_dn_2: 0.1879 (0.1896)  loss_bbox_dn_3: 0.1817 (0.1827)  loss_bbox_dn_4: 0.1820 (0.1812)  loss_bbox_dn_5: 0.1820 (0.1812)  loss_giou: 0.4671 (0.4867)  loss_giou_aux_0: 0.4739 (0.5114)  loss_giou_aux_1: 0.4369 (0.4973)  loss_giou_aux_2: 0.4404 (0.4917)  loss_giou_aux_3: 0.4454 (0.4882)  loss_giou_aux_4: 0.4597 (0.4869)  loss_giou_aux_5: 0.5372 (0.5792)  loss_giou_dn_0: 0.5880 (0.5989)  loss_giou_dn_1: 0.4756 (0.4936)  loss_giou_dn_2: 0.4337 (0.4641)  loss_giou_dn_3: 0.4281 (0.4556)  loss_giou_dn_4: 0.4272 (0.4536)  loss_giou_dn_5: 0.4273 (0.4538)  loss_vfl: 0.7189 (0.6915)  loss_vfl_aux_0: 0.7999 (0.8009)  loss_vfl_aux_1: 0.7532 (0.7484)  loss_vfl_aux_2: 0.7445 (0.7171)  loss_vfl_aux_3: 0.7188 (0.7023)  loss_vfl_aux_4: 0.7310 (0.6948)  loss_vfl_aux_5: 0.7732 (0.7798)  loss_vfl_dn_0: 0.4620 (0.4584)  loss_vfl_dn_1: 0.3950 (0.3947)  loss_vfl_dn_2: 0.3837 (0.3788)  loss_vfl_dn_3: 0.3800 (0.3712)  loss_vfl_dn_4: 0.3747 (0.3686)  loss_vfl_dn_5: 0.3745 (0.3678)  time: 0.4820  data: 0.0146  max mem: 5654
Epoch: [32]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 16.7624 (16.3387)  loss_bbox: 0.1533 (0.1578)  loss_bbox_aux_0: 0.1812 (0.1709)  loss_bbox_aux_1: 0.1598 (0.1632)  loss_bbox_aux_2: 0.1641 (0.1604)  loss_bbox_aux_3: 0.1592 (0.1583)  loss_bbox_aux_4: 0.1558 (0.1577)  loss_bbox_aux_5: 0.2106 (0.2095)  loss_bbox_dn_0: 0.2609 (0.2801)  loss_bbox_dn_1: 0.1998 (0.2117)  loss_bbox_dn_2: 0.1776 (0.1896)  loss_bbox_dn_3: 0.1700 (0.1827)  loss_bbox_dn_4: 0.1696 (0.1812)  loss_bbox_dn_5: 0.1695 (0.1812)  loss_giou: 0.4639 (0.4867)  loss_giou_aux_0: 0.4944 (0.5114)  loss_giou_aux_1: 0.4724 (0.4973)  loss_giou_aux_2: 0.4713 (0.4917)  loss_giou_aux_3: 0.4667 (0.4882)  loss_giou_aux_4: 0.4851 (0.4868)  loss_giou_aux_5: 0.5648 (0.5792)  loss_giou_dn_0: 0.6002 (0.5988)  loss_giou_dn_1: 0.4892 (0.4935)  loss_giou_dn_2: 0.4623 (0.4640)  loss_giou_dn_3: 0.4531 (0.4555)  loss_giou_dn_4: 0.4517 (0.4535)  loss_giou_dn_5: 0.4516 (0.4537)  loss_vfl: 0.6985 (0.6915)  loss_vfl_aux_0: 0.7895 (0.8009)  loss_vfl_aux_1: 0.7978 (0.7485)  loss_vfl_aux_2: 0.7264 (0.7171)  loss_vfl_aux_3: 0.7081 (0.7023)  loss_vfl_aux_4: 0.7059 (0.6948)  loss_vfl_aux_5: 0.7796 (0.7798)  loss_vfl_dn_0: 0.4577 (0.4584)  loss_vfl_dn_1: 0.3902 (0.3946)  loss_vfl_dn_2: 0.3739 (0.3788)  loss_vfl_dn_3: 0.3672 (0.3712)  loss_vfl_dn_4: 0.3649 (0.3685)  loss_vfl_dn_5: 0.3634 (0.3678)  time: 0.4952  data: 0.0139  max mem: 5654
Epoch: [32]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.8840 (16.3366)  loss_bbox: 0.1366 (0.1577)  loss_bbox_aux_0: 0.1563 (0.1708)  loss_bbox_aux_1: 0.1603 (0.1631)  loss_bbox_aux_2: 0.1538 (0.1603)  loss_bbox_aux_3: 0.1529 (0.1582)  loss_bbox_aux_4: 0.1548 (0.1576)  loss_bbox_aux_5: 0.1936 (0.2094)  loss_bbox_dn_0: 0.2532 (0.2801)  loss_bbox_dn_1: 0.2004 (0.2116)  loss_bbox_dn_2: 0.1765 (0.1895)  loss_bbox_dn_3: 0.1657 (0.1826)  loss_bbox_dn_4: 0.1631 (0.1811)  loss_bbox_dn_5: 0.1626 (0.1811)  loss_giou: 0.4374 (0.4866)  loss_giou_aux_0: 0.4638 (0.5113)  loss_giou_aux_1: 0.4432 (0.4971)  loss_giou_aux_2: 0.4417 (0.4916)  loss_giou_aux_3: 0.4384 (0.4880)  loss_giou_aux_4: 0.4376 (0.4867)  loss_giou_aux_5: 0.5361 (0.5791)  loss_giou_dn_0: 0.5783 (0.5987)  loss_giou_dn_1: 0.4700 (0.4935)  loss_giou_dn_2: 0.4380 (0.4640)  loss_giou_dn_3: 0.4285 (0.4555)  loss_giou_dn_4: 0.4237 (0.4535)  loss_giou_dn_5: 0.4240 (0.4536)  loss_vfl: 0.6907 (0.6915)  loss_vfl_aux_0: 0.7997 (0.8009)  loss_vfl_aux_1: 0.7596 (0.7486)  loss_vfl_aux_2: 0.7131 (0.7171)  loss_vfl_aux_3: 0.6920 (0.7023)  loss_vfl_aux_4: 0.6931 (0.6948)  loss_vfl_aux_5: 0.7964 (0.7799)  loss_vfl_dn_0: 0.4578 (0.4584)  loss_vfl_dn_1: 0.3913 (0.3946)  loss_vfl_dn_2: 0.3691 (0.3787)  loss_vfl_dn_3: 0.3578 (0.3711)  loss_vfl_dn_4: 0.3575 (0.3685)  loss_vfl_dn_5: 0.3553 (0.3677)  time: 0.4891  data: 0.0137  max mem: 5654
Epoch: [32]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.0944 (16.3378)  loss_bbox: 0.1388 (0.1578)  loss_bbox_aux_0: 0.1515 (0.1709)  loss_bbox_aux_1: 0.1382 (0.1632)  loss_bbox_aux_2: 0.1357 (0.1603)  loss_bbox_aux_3: 0.1450 (0.1583)  loss_bbox_aux_4: 0.1455 (0.1577)  loss_bbox_aux_5: 0.2004 (0.2094)  loss_bbox_dn_0: 0.2577 (0.2802)  loss_bbox_dn_1: 0.1889 (0.2117)  loss_bbox_dn_2: 0.1692 (0.1896)  loss_bbox_dn_3: 0.1609 (0.1826)  loss_bbox_dn_4: 0.1621 (0.1812)  loss_bbox_dn_5: 0.1621 (0.1812)  loss_giou: 0.4433 (0.4866)  loss_giou_aux_0: 0.4669 (0.5113)  loss_giou_aux_1: 0.4432 (0.4972)  loss_giou_aux_2: 0.4476 (0.4917)  loss_giou_aux_3: 0.4545 (0.4881)  loss_giou_aux_4: 0.4449 (0.4868)  loss_giou_aux_5: 0.5557 (0.5791)  loss_giou_dn_0: 0.5764 (0.5987)  loss_giou_dn_1: 0.4660 (0.4935)  loss_giou_dn_2: 0.4352 (0.4640)  loss_giou_dn_3: 0.4290 (0.4555)  loss_giou_dn_4: 0.4302 (0.4535)  loss_giou_dn_5: 0.4307 (0.4536)  loss_vfl: 0.7090 (0.6915)  loss_vfl_aux_0: 0.8144 (0.8009)  loss_vfl_aux_1: 0.7668 (0.7485)  loss_vfl_aux_2: 0.7467 (0.7171)  loss_vfl_aux_3: 0.7243 (0.7022)  loss_vfl_aux_4: 0.7259 (0.6948)  loss_vfl_aux_5: 0.7812 (0.7799)  loss_vfl_dn_0: 0.4573 (0.4584)  loss_vfl_dn_1: 0.3938 (0.3946)  loss_vfl_dn_2: 0.3786 (0.3787)  loss_vfl_dn_3: 0.3744 (0.3712)  loss_vfl_dn_4: 0.3706 (0.3685)  loss_vfl_dn_5: 0.3675 (0.3678)  time: 0.4843  data: 0.0145  max mem: 5654
Epoch: [32] Total time: 0:59:54 (0.4862 s / it)
Averaged stats: lr: 0.000010  loss: 16.0944 (16.3378)  loss_bbox: 0.1388 (0.1578)  loss_bbox_aux_0: 0.1515 (0.1709)  loss_bbox_aux_1: 0.1382 (0.1632)  loss_bbox_aux_2: 0.1357 (0.1603)  loss_bbox_aux_3: 0.1450 (0.1583)  loss_bbox_aux_4: 0.1455 (0.1577)  loss_bbox_aux_5: 0.2004 (0.2094)  loss_bbox_dn_0: 0.2577 (0.2802)  loss_bbox_dn_1: 0.1889 (0.2117)  loss_bbox_dn_2: 0.1692 (0.1896)  loss_bbox_dn_3: 0.1609 (0.1826)  loss_bbox_dn_4: 0.1621 (0.1812)  loss_bbox_dn_5: 0.1621 (0.1812)  loss_giou: 0.4433 (0.4866)  loss_giou_aux_0: 0.4669 (0.5113)  loss_giou_aux_1: 0.4432 (0.4972)  loss_giou_aux_2: 0.4476 (0.4917)  loss_giou_aux_3: 0.4545 (0.4881)  loss_giou_aux_4: 0.4449 (0.4868)  loss_giou_aux_5: 0.5557 (0.5791)  loss_giou_dn_0: 0.5764 (0.5987)  loss_giou_dn_1: 0.4660 (0.4935)  loss_giou_dn_2: 0.4352 (0.4640)  loss_giou_dn_3: 0.4290 (0.4555)  loss_giou_dn_4: 0.4302 (0.4535)  loss_giou_dn_5: 0.4307 (0.4536)  loss_vfl: 0.7090 (0.6915)  loss_vfl_aux_0: 0.8144 (0.8009)  loss_vfl_aux_1: 0.7668 (0.7485)  loss_vfl_aux_2: 0.7467 (0.7171)  loss_vfl_aux_3: 0.7243 (0.7022)  loss_vfl_aux_4: 0.7259 (0.6948)  loss_vfl_aux_5: 0.7812 (0.7799)  loss_vfl_dn_0: 0.4573 (0.4584)  loss_vfl_dn_1: 0.3938 (0.3946)  loss_vfl_dn_2: 0.3786 (0.3787)  loss_vfl_dn_3: 0.3744 (0.3712)  loss_vfl_dn_4: 0.3706 (0.3685)  loss_vfl_dn_5: 0.3675 (0.3678)
Test:  [  0/157]  eta: 0:04:05    time: 1.5615  data: 1.1435  max mem: 5654
Test:  [ 10/157]  eta: 0:01:13    time: 0.5011  data: 0.1290  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3948  data: 0.0272  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3980  data: 0.0272  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.4009  data: 0.0272  max mem: 5654
Test:  [ 50/157]  eta: 0:00:45    time: 0.4009  data: 0.0266  max mem: 5654
Test:  [ 60/157]  eta: 0:00:40    time: 0.4053  data: 0.0271  max mem: 5654
Test:  [ 70/157]  eta: 0:00:35    time: 0.3935  data: 0.0270  max mem: 5654
Test:  [ 80/157]  eta: 0:00:31    time: 0.3912  data: 0.0266  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.7595  data: 0.0265  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.7482  data: 0.0265  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3905  data: 0.0266  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3922  data: 0.0263  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3922  data: 0.0265  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3842  data: 0.0264  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3677  data: 0.0263  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3612  data: 0.0255  max mem: 5654
Test: Total time: 0:01:10 (0.4465 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.23s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.518
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.699
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.558
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.339
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.562
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.699
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.387
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.646
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.715
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.534
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.764
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
best_stat:  {'epoch': 31, 'coco_eval_bbox': 0.5181944176905069}
Epoch: [33]  [   0/7393]  eta: 15:33:09  lr: 0.000010  loss: 16.1533 (16.1533)  loss_bbox: 0.1545 (0.1545)  loss_bbox_aux_0: 0.1847 (0.1847)  loss_bbox_aux_1: 0.1595 (0.1595)  loss_bbox_aux_2: 0.1614 (0.1614)  loss_bbox_aux_3: 0.1584 (0.1584)  loss_bbox_aux_4: 0.1544 (0.1544)  loss_bbox_aux_5: 0.2097 (0.2097)  loss_bbox_dn_0: 0.2624 (0.2624)  loss_bbox_dn_1: 0.1917 (0.1917)  loss_bbox_dn_2: 0.1709 (0.1709)  loss_bbox_dn_3: 0.1646 (0.1646)  loss_bbox_dn_4: 0.1625 (0.1625)  loss_bbox_dn_5: 0.1626 (0.1626)  loss_giou: 0.4559 (0.4559)  loss_giou_aux_0: 0.4970 (0.4970)  loss_giou_aux_1: 0.4664 (0.4664)  loss_giou_aux_2: 0.4684 (0.4684)  loss_giou_aux_3: 0.4572 (0.4572)  loss_giou_aux_4: 0.4552 (0.4552)  loss_giou_aux_5: 0.5502 (0.5502)  loss_giou_dn_0: 0.5892 (0.5892)  loss_giou_dn_1: 0.4737 (0.4737)  loss_giou_dn_2: 0.4472 (0.4472)  loss_giou_dn_3: 0.4388 (0.4388)  loss_giou_dn_4: 0.4361 (0.4361)  loss_giou_dn_5: 0.4362 (0.4362)  loss_vfl: 0.7284 (0.7284)  loss_vfl_aux_0: 0.8459 (0.8459)  loss_vfl_aux_1: 0.8128 (0.8128)  loss_vfl_aux_2: 0.7348 (0.7348)  loss_vfl_aux_3: 0.7122 (0.7122)  loss_vfl_aux_4: 0.7320 (0.7320)  loss_vfl_aux_5: 0.8119 (0.8119)  loss_vfl_dn_0: 0.4582 (0.4582)  loss_vfl_dn_1: 0.3825 (0.3825)  loss_vfl_dn_2: 0.3727 (0.3727)  loss_vfl_dn_3: 0.3658 (0.3658)  loss_vfl_dn_4: 0.3640 (0.3640)  loss_vfl_dn_5: 0.3632 (0.3632)  time: 7.5734  data: 2.5181  max mem: 5654
Epoch: [33]  [ 100/7393]  eta: 1:07:12  lr: 0.000010  loss: 15.8082 (16.1723)  loss_bbox: 0.1464 (0.1537)  loss_bbox_aux_0: 0.1681 (0.1689)  loss_bbox_aux_1: 0.1500 (0.1591)  loss_bbox_aux_2: 0.1456 (0.1566)  loss_bbox_aux_3: 0.1456 (0.1549)  loss_bbox_aux_4: 0.1464 (0.1538)  loss_bbox_aux_5: 0.2101 (0.2102)  loss_bbox_dn_0: 0.2987 (0.2850)  loss_bbox_dn_1: 0.2232 (0.2158)  loss_bbox_dn_2: 0.1960 (0.1917)  loss_bbox_dn_3: 0.1937 (0.1844)  loss_bbox_dn_4: 0.1916 (0.1830)  loss_bbox_dn_5: 0.1916 (0.1830)  loss_giou: 0.4356 (0.4697)  loss_giou_aux_0: 0.4816 (0.4946)  loss_giou_aux_1: 0.4686 (0.4806)  loss_giou_aux_2: 0.4517 (0.4743)  loss_giou_aux_3: 0.4350 (0.4711)  loss_giou_aux_4: 0.4347 (0.4694)  loss_giou_aux_5: 0.5432 (0.5646)  loss_giou_dn_0: 0.5845 (0.5898)  loss_giou_dn_1: 0.4797 (0.4828)  loss_giou_dn_2: 0.4507 (0.4524)  loss_giou_dn_3: 0.4381 (0.4439)  loss_giou_dn_4: 0.4351 (0.4418)  loss_giou_dn_5: 0.4356 (0.4419)  loss_vfl: 0.6913 (0.6948)  loss_vfl_aux_0: 0.8089 (0.8094)  loss_vfl_aux_1: 0.7292 (0.7578)  loss_vfl_aux_2: 0.7120 (0.7211)  loss_vfl_aux_3: 0.6947 (0.7033)  loss_vfl_aux_4: 0.6870 (0.6981)  loss_vfl_aux_5: 0.8180 (0.7896)  loss_vfl_dn_0: 0.4641 (0.4576)  loss_vfl_dn_1: 0.4014 (0.3921)  loss_vfl_dn_2: 0.3808 (0.3755)  loss_vfl_dn_3: 0.3740 (0.3672)  loss_vfl_dn_4: 0.3709 (0.3647)  loss_vfl_dn_5: 0.3694 (0.3638)  time: 0.4680  data: 0.0149  max mem: 5654
Epoch: [33]  [ 200/7393]  eta: 1:02:16  lr: 0.000010  loss: 16.0958 (16.1706)  loss_bbox: 0.1341 (0.1523)  loss_bbox_aux_0: 0.1524 (0.1688)  loss_bbox_aux_1: 0.1434 (0.1595)  loss_bbox_aux_2: 0.1407 (0.1556)  loss_bbox_aux_3: 0.1369 (0.1531)  loss_bbox_aux_4: 0.1356 (0.1524)  loss_bbox_aux_5: 0.1867 (0.2092)  loss_bbox_dn_0: 0.2431 (0.2828)  loss_bbox_dn_1: 0.1812 (0.2136)  loss_bbox_dn_2: 0.1652 (0.1908)  loss_bbox_dn_3: 0.1626 (0.1838)  loss_bbox_dn_4: 0.1619 (0.1824)  loss_bbox_dn_5: 0.1623 (0.1824)  loss_giou: 0.4444 (0.4682)  loss_giou_aux_0: 0.4722 (0.4932)  loss_giou_aux_1: 0.4521 (0.4796)  loss_giou_aux_2: 0.4519 (0.4733)  loss_giou_aux_3: 0.4437 (0.4697)  loss_giou_aux_4: 0.4494 (0.4684)  loss_giou_aux_5: 0.5393 (0.5624)  loss_giou_dn_0: 0.5861 (0.5892)  loss_giou_dn_1: 0.4790 (0.4831)  loss_giou_dn_2: 0.4563 (0.4532)  loss_giou_dn_3: 0.4450 (0.4448)  loss_giou_dn_4: 0.4439 (0.4427)  loss_giou_dn_5: 0.4442 (0.4430)  loss_vfl: 0.6835 (0.7001)  loss_vfl_aux_0: 0.8132 (0.8084)  loss_vfl_aux_1: 0.7498 (0.7567)  loss_vfl_aux_2: 0.7215 (0.7246)  loss_vfl_aux_3: 0.6930 (0.7101)  loss_vfl_aux_4: 0.6901 (0.7023)  loss_vfl_aux_5: 0.7627 (0.7849)  loss_vfl_dn_0: 0.4632 (0.4577)  loss_vfl_dn_1: 0.4013 (0.3925)  loss_vfl_dn_2: 0.3867 (0.3762)  loss_vfl_dn_3: 0.3812 (0.3686)  loss_vfl_dn_4: 0.3783 (0.3660)  loss_vfl_dn_5: 0.3760 (0.3651)  time: 0.4818  data: 0.0144  max mem: 5654
Epoch: [33]  [ 300/7393]  eta: 0:59:41  lr: 0.000010  loss: 15.9121 (16.1936)  loss_bbox: 0.1540 (0.1568)  loss_bbox_aux_0: 0.1650 (0.1724)  loss_bbox_aux_1: 0.1596 (0.1636)  loss_bbox_aux_2: 0.1627 (0.1600)  loss_bbox_aux_3: 0.1565 (0.1578)  loss_bbox_aux_4: 0.1540 (0.1571)  loss_bbox_aux_5: 0.1981 (0.2126)  loss_bbox_dn_0: 0.2731 (0.2873)  loss_bbox_dn_1: 0.2038 (0.2169)  loss_bbox_dn_2: 0.1798 (0.1935)  loss_bbox_dn_3: 0.1735 (0.1860)  loss_bbox_dn_4: 0.1713 (0.1845)  loss_bbox_dn_5: 0.1718 (0.1845)  loss_giou: 0.4474 (0.4691)  loss_giou_aux_0: 0.4713 (0.4949)  loss_giou_aux_1: 0.4643 (0.4804)  loss_giou_aux_2: 0.4541 (0.4748)  loss_giou_aux_3: 0.4494 (0.4709)  loss_giou_aux_4: 0.4474 (0.4695)  loss_giou_aux_5: 0.5611 (0.5631)  loss_giou_dn_0: 0.5737 (0.5897)  loss_giou_dn_1: 0.4706 (0.4824)  loss_giou_dn_2: 0.4354 (0.4527)  loss_giou_dn_3: 0.4328 (0.4440)  loss_giou_dn_4: 0.4322 (0.4418)  loss_giou_dn_5: 0.4322 (0.4420)  loss_vfl: 0.6634 (0.6936)  loss_vfl_aux_0: 0.7830 (0.8077)  loss_vfl_aux_1: 0.7223 (0.7554)  loss_vfl_aux_2: 0.6874 (0.7195)  loss_vfl_aux_3: 0.6728 (0.7037)  loss_vfl_aux_4: 0.6623 (0.6957)  loss_vfl_aux_5: 0.7458 (0.7823)  loss_vfl_dn_0: 0.4597 (0.4584)  loss_vfl_dn_1: 0.3926 (0.3931)  loss_vfl_dn_2: 0.3716 (0.3763)  loss_vfl_dn_3: 0.3627 (0.3685)  loss_vfl_dn_4: 0.3606 (0.3659)  loss_vfl_dn_5: 0.3589 (0.3651)  time: 0.4728  data: 0.0143  max mem: 5654
Epoch: [33]  [ 400/7393]  eta: 0:58:20  lr: 0.000010  loss: 16.1208 (16.2303)  loss_bbox: 0.1644 (0.1571)  loss_bbox_aux_0: 0.1720 (0.1718)  loss_bbox_aux_1: 0.1593 (0.1632)  loss_bbox_aux_2: 0.1657 (0.1601)  loss_bbox_aux_3: 0.1681 (0.1580)  loss_bbox_aux_4: 0.1676 (0.1574)  loss_bbox_aux_5: 0.2130 (0.2119)  loss_bbox_dn_0: 0.2772 (0.2853)  loss_bbox_dn_1: 0.2107 (0.2152)  loss_bbox_dn_2: 0.1858 (0.1920)  loss_bbox_dn_3: 0.1795 (0.1845)  loss_bbox_dn_4: 0.1781 (0.1830)  loss_bbox_dn_5: 0.1779 (0.1829)  loss_giou: 0.4538 (0.4738)  loss_giou_aux_0: 0.4686 (0.4986)  loss_giou_aux_1: 0.4537 (0.4843)  loss_giou_aux_2: 0.4452 (0.4789)  loss_giou_aux_3: 0.4610 (0.4755)  loss_giou_aux_4: 0.4508 (0.4742)  loss_giou_aux_5: 0.5377 (0.5670)  loss_giou_dn_0: 0.5818 (0.5928)  loss_giou_dn_1: 0.4752 (0.4857)  loss_giou_dn_2: 0.4516 (0.4559)  loss_giou_dn_3: 0.4447 (0.4472)  loss_giou_dn_4: 0.4419 (0.4450)  loss_giou_dn_5: 0.4419 (0.4452)  loss_vfl: 0.6961 (0.6920)  loss_vfl_aux_0: 0.8180 (0.8077)  loss_vfl_aux_1: 0.7814 (0.7540)  loss_vfl_aux_2: 0.7273 (0.7201)  loss_vfl_aux_3: 0.6983 (0.7025)  loss_vfl_aux_4: 0.7007 (0.6943)  loss_vfl_aux_5: 0.7828 (0.7806)  loss_vfl_dn_0: 0.4592 (0.4585)  loss_vfl_dn_1: 0.4008 (0.3939)  loss_vfl_dn_2: 0.3833 (0.3772)  loss_vfl_dn_3: 0.3779 (0.3697)  loss_vfl_dn_4: 0.3752 (0.3671)  loss_vfl_dn_5: 0.3746 (0.3663)  time: 0.4643  data: 0.0157  max mem: 5654
Epoch: [33]  [ 500/7393]  eta: 0:56:58  lr: 0.000010  loss: 15.9686 (16.2306)  loss_bbox: 0.1463 (0.1568)  loss_bbox_aux_0: 0.1724 (0.1715)  loss_bbox_aux_1: 0.1552 (0.1629)  loss_bbox_aux_2: 0.1534 (0.1601)  loss_bbox_aux_3: 0.1512 (0.1576)  loss_bbox_aux_4: 0.1522 (0.1571)  loss_bbox_aux_5: 0.2014 (0.2115)  loss_bbox_dn_0: 0.2744 (0.2828)  loss_bbox_dn_1: 0.1929 (0.2130)  loss_bbox_dn_2: 0.1792 (0.1901)  loss_bbox_dn_3: 0.1772 (0.1825)  loss_bbox_dn_4: 0.1729 (0.1811)  loss_bbox_dn_5: 0.1727 (0.1810)  loss_giou: 0.4273 (0.4774)  loss_giou_aux_0: 0.4637 (0.5027)  loss_giou_aux_1: 0.4421 (0.4882)  loss_giou_aux_2: 0.4344 (0.4827)  loss_giou_aux_3: 0.4273 (0.4791)  loss_giou_aux_4: 0.4311 (0.4778)  loss_giou_aux_5: 0.5376 (0.5712)  loss_giou_dn_0: 0.5751 (0.5936)  loss_giou_dn_1: 0.4610 (0.4872)  loss_giou_dn_2: 0.4310 (0.4575)  loss_giou_dn_3: 0.4217 (0.4487)  loss_giou_dn_4: 0.4169 (0.4466)  loss_giou_dn_5: 0.4168 (0.4468)  loss_vfl: 0.6654 (0.6892)  loss_vfl_aux_0: 0.7811 (0.8039)  loss_vfl_aux_1: 0.7191 (0.7509)  loss_vfl_aux_2: 0.6716 (0.7168)  loss_vfl_aux_3: 0.6616 (0.7001)  loss_vfl_aux_4: 0.6679 (0.6917)  loss_vfl_aux_5: 0.7431 (0.7776)  loss_vfl_dn_0: 0.4560 (0.4584)  loss_vfl_dn_1: 0.3930 (0.3939)  loss_vfl_dn_2: 0.3732 (0.3774)  loss_vfl_dn_3: 0.3647 (0.3698)  loss_vfl_dn_4: 0.3632 (0.3671)  loss_vfl_dn_5: 0.3611 (0.3663)  time: 0.4755  data: 0.0156  max mem: 5654
Epoch: [33]  [ 600/7393]  eta: 0:55:46  lr: 0.000010  loss: 16.2449 (16.2410)  loss_bbox: 0.1610 (0.1562)  loss_bbox_aux_0: 0.1659 (0.1708)  loss_bbox_aux_1: 0.1599 (0.1622)  loss_bbox_aux_2: 0.1637 (0.1595)  loss_bbox_aux_3: 0.1600 (0.1570)  loss_bbox_aux_4: 0.1594 (0.1565)  loss_bbox_aux_5: 0.1979 (0.2107)  loss_bbox_dn_0: 0.2602 (0.2815)  loss_bbox_dn_1: 0.1924 (0.2121)  loss_bbox_dn_2: 0.1791 (0.1895)  loss_bbox_dn_3: 0.1769 (0.1820)  loss_bbox_dn_4: 0.1774 (0.1805)  loss_bbox_dn_5: 0.1772 (0.1805)  loss_giou: 0.4358 (0.4790)  loss_giou_aux_0: 0.4819 (0.5045)  loss_giou_aux_1: 0.4602 (0.4897)  loss_giou_aux_2: 0.4581 (0.4843)  loss_giou_aux_3: 0.4470 (0.4808)  loss_giou_aux_4: 0.4324 (0.4793)  loss_giou_aux_5: 0.5241 (0.5724)  loss_giou_dn_0: 0.5853 (0.5945)  loss_giou_dn_1: 0.4743 (0.4885)  loss_giou_dn_2: 0.4488 (0.4588)  loss_giou_dn_3: 0.4461 (0.4501)  loss_giou_dn_4: 0.4433 (0.4480)  loss_giou_dn_5: 0.4432 (0.4482)  loss_vfl: 0.6740 (0.6894)  loss_vfl_aux_0: 0.7982 (0.8030)  loss_vfl_aux_1: 0.7579 (0.7509)  loss_vfl_aux_2: 0.7116 (0.7160)  loss_vfl_aux_3: 0.6905 (0.6999)  loss_vfl_aux_4: 0.6861 (0.6920)  loss_vfl_aux_5: 0.7855 (0.7774)  loss_vfl_dn_0: 0.4592 (0.4586)  loss_vfl_dn_1: 0.3930 (0.3942)  loss_vfl_dn_2: 0.3768 (0.3778)  loss_vfl_dn_3: 0.3679 (0.3703)  loss_vfl_dn_4: 0.3653 (0.3675)  loss_vfl_dn_5: 0.3633 (0.3667)  time: 0.4742  data: 0.0142  max mem: 5654
Epoch: [33]  [ 700/7393]  eta: 0:54:40  lr: 0.000010  loss: 16.5744 (16.2570)  loss_bbox: 0.1633 (0.1565)  loss_bbox_aux_0: 0.1637 (0.1706)  loss_bbox_aux_1: 0.1579 (0.1625)  loss_bbox_aux_2: 0.1573 (0.1598)  loss_bbox_aux_3: 0.1613 (0.1574)  loss_bbox_aux_4: 0.1626 (0.1568)  loss_bbox_aux_5: 0.2058 (0.2108)  loss_bbox_dn_0: 0.2991 (0.2824)  loss_bbox_dn_1: 0.2271 (0.2130)  loss_bbox_dn_2: 0.2049 (0.1899)  loss_bbox_dn_3: 0.1966 (0.1825)  loss_bbox_dn_4: 0.1960 (0.1811)  loss_bbox_dn_5: 0.1963 (0.1810)  loss_giou: 0.4572 (0.4802)  loss_giou_aux_0: 0.4726 (0.5053)  loss_giou_aux_1: 0.4757 (0.4906)  loss_giou_aux_2: 0.4605 (0.4855)  loss_giou_aux_3: 0.4549 (0.4819)  loss_giou_aux_4: 0.4573 (0.4804)  loss_giou_aux_5: 0.5573 (0.5734)  loss_giou_dn_0: 0.6009 (0.5946)  loss_giou_dn_1: 0.4910 (0.4887)  loss_giou_dn_2: 0.4689 (0.4590)  loss_giou_dn_3: 0.4599 (0.4504)  loss_giou_dn_4: 0.4544 (0.4483)  loss_giou_dn_5: 0.4542 (0.4484)  loss_vfl: 0.7283 (0.6897)  loss_vfl_aux_0: 0.8540 (0.8039)  loss_vfl_aux_1: 0.7990 (0.7511)  loss_vfl_aux_2: 0.7386 (0.7161)  loss_vfl_aux_3: 0.7237 (0.7001)  loss_vfl_aux_4: 0.7303 (0.6923)  loss_vfl_aux_5: 0.8185 (0.7780)  loss_vfl_dn_0: 0.4567 (0.4586)  loss_vfl_dn_1: 0.4019 (0.3942)  loss_vfl_dn_2: 0.3841 (0.3778)  loss_vfl_dn_3: 0.3789 (0.3702)  loss_vfl_dn_4: 0.3754 (0.3675)  loss_vfl_dn_5: 0.3736 (0.3667)  time: 0.4830  data: 0.0151  max mem: 5654
Epoch: [33]  [ 800/7393]  eta: 0:53:40  lr: 0.000010  loss: 16.2939 (16.2988)  loss_bbox: 0.1460 (0.1576)  loss_bbox_aux_0: 0.1674 (0.1712)  loss_bbox_aux_1: 0.1598 (0.1633)  loss_bbox_aux_2: 0.1584 (0.1611)  loss_bbox_aux_3: 0.1486 (0.1586)  loss_bbox_aux_4: 0.1542 (0.1579)  loss_bbox_aux_5: 0.2150 (0.2113)  loss_bbox_dn_0: 0.2480 (0.2821)  loss_bbox_dn_1: 0.1923 (0.2129)  loss_bbox_dn_2: 0.1741 (0.1901)  loss_bbox_dn_3: 0.1684 (0.1827)  loss_bbox_dn_4: 0.1656 (0.1812)  loss_bbox_dn_5: 0.1656 (0.1812)  loss_giou: 0.5039 (0.4829)  loss_giou_aux_0: 0.5266 (0.5080)  loss_giou_aux_1: 0.5075 (0.4929)  loss_giou_aux_2: 0.5068 (0.4880)  loss_giou_aux_3: 0.5023 (0.4845)  loss_giou_aux_4: 0.5042 (0.4831)  loss_giou_aux_5: 0.5934 (0.5761)  loss_giou_dn_0: 0.5612 (0.5960)  loss_giou_dn_1: 0.4691 (0.4901)  loss_giou_dn_2: 0.4497 (0.4605)  loss_giou_dn_3: 0.4447 (0.4518)  loss_giou_dn_4: 0.4397 (0.4496)  loss_giou_dn_5: 0.4399 (0.4498)  loss_vfl: 0.6945 (0.6901)  loss_vfl_aux_0: 0.8078 (0.8052)  loss_vfl_aux_1: 0.7565 (0.7529)  loss_vfl_aux_2: 0.7089 (0.7165)  loss_vfl_aux_3: 0.7211 (0.7008)  loss_vfl_aux_4: 0.7045 (0.6930)  loss_vfl_aux_5: 0.7741 (0.7791)  loss_vfl_dn_0: 0.4559 (0.4588)  loss_vfl_dn_1: 0.3905 (0.3944)  loss_vfl_dn_2: 0.3746 (0.3781)  loss_vfl_dn_3: 0.3680 (0.3705)  loss_vfl_dn_4: 0.3682 (0.3678)  loss_vfl_dn_5: 0.3664 (0.3670)  time: 0.4665  data: 0.0153  max mem: 5654
Epoch: [33]  [ 900/7393]  eta: 0:53:31  lr: 0.000010  loss: 16.5361 (16.3123)  loss_bbox: 0.1571 (0.1575)  loss_bbox_aux_0: 0.1590 (0.1709)  loss_bbox_aux_1: 0.1585 (0.1628)  loss_bbox_aux_2: 0.1524 (0.1606)  loss_bbox_aux_3: 0.1562 (0.1584)  loss_bbox_aux_4: 0.1509 (0.1577)  loss_bbox_aux_5: 0.1928 (0.2103)  loss_bbox_dn_0: 0.2389 (0.2810)  loss_bbox_dn_1: 0.1791 (0.2121)  loss_bbox_dn_2: 0.1638 (0.1895)  loss_bbox_dn_3: 0.1593 (0.1823)  loss_bbox_dn_4: 0.1581 (0.1809)  loss_bbox_dn_5: 0.1583 (0.1809)  loss_giou: 0.4888 (0.4851)  loss_giou_aux_0: 0.5125 (0.5100)  loss_giou_aux_1: 0.4970 (0.4947)  loss_giou_aux_2: 0.4859 (0.4900)  loss_giou_aux_3: 0.4878 (0.4868)  loss_giou_aux_4: 0.4909 (0.4852)  loss_giou_aux_5: 0.5978 (0.5780)  loss_giou_dn_0: 0.6220 (0.5976)  loss_giou_dn_1: 0.5150 (0.4917)  loss_giou_dn_2: 0.4902 (0.4620)  loss_giou_dn_3: 0.4808 (0.4534)  loss_giou_dn_4: 0.4765 (0.4513)  loss_giou_dn_5: 0.4765 (0.4515)  loss_vfl: 0.6696 (0.6893)  loss_vfl_aux_0: 0.7623 (0.8036)  loss_vfl_aux_1: 0.7112 (0.7523)  loss_vfl_aux_2: 0.6859 (0.7161)  loss_vfl_aux_3: 0.6862 (0.6998)  loss_vfl_aux_4: 0.6885 (0.6925)  loss_vfl_aux_5: 0.7597 (0.7786)  loss_vfl_dn_0: 0.4593 (0.4587)  loss_vfl_dn_1: 0.3985 (0.3945)  loss_vfl_dn_2: 0.3852 (0.3783)  loss_vfl_dn_3: 0.3776 (0.3708)  loss_vfl_dn_4: 0.3728 (0.3681)  loss_vfl_dn_5: 0.3709 (0.3673)  time: 0.4809  data: 0.0143  max mem: 5654
Epoch: [33]  [1000/7393]  eta: 0:52:30  lr: 0.000010  loss: 16.7780 (16.3266)  loss_bbox: 0.1560 (0.1575)  loss_bbox_aux_0: 0.1687 (0.1708)  loss_bbox_aux_1: 0.1488 (0.1625)  loss_bbox_aux_2: 0.1572 (0.1604)  loss_bbox_aux_3: 0.1564 (0.1583)  loss_bbox_aux_4: 0.1557 (0.1576)  loss_bbox_aux_5: 0.2202 (0.2102)  loss_bbox_dn_0: 0.2674 (0.2814)  loss_bbox_dn_1: 0.1891 (0.2125)  loss_bbox_dn_2: 0.1679 (0.1898)  loss_bbox_dn_3: 0.1590 (0.1827)  loss_bbox_dn_4: 0.1564 (0.1812)  loss_bbox_dn_5: 0.1563 (0.1812)  loss_giou: 0.4880 (0.4852)  loss_giou_aux_0: 0.5220 (0.5098)  loss_giou_aux_1: 0.4937 (0.4946)  loss_giou_aux_2: 0.5080 (0.4899)  loss_giou_aux_3: 0.4888 (0.4868)  loss_giou_aux_4: 0.4844 (0.4853)  loss_giou_aux_5: 0.5909 (0.5780)  loss_giou_dn_0: 0.6219 (0.5980)  loss_giou_dn_1: 0.5053 (0.4922)  loss_giou_dn_2: 0.4787 (0.4625)  loss_giou_dn_3: 0.4708 (0.4538)  loss_giou_dn_4: 0.4692 (0.4517)  loss_giou_dn_5: 0.4696 (0.4519)  loss_vfl: 0.6686 (0.6903)  loss_vfl_aux_0: 0.7758 (0.8049)  loss_vfl_aux_1: 0.7448 (0.7535)  loss_vfl_aux_2: 0.7054 (0.7179)  loss_vfl_aux_3: 0.6746 (0.7013)  loss_vfl_aux_4: 0.6693 (0.6938)  loss_vfl_aux_5: 0.7644 (0.7801)  loss_vfl_dn_0: 0.4553 (0.4589)  loss_vfl_dn_1: 0.3993 (0.3948)  loss_vfl_dn_2: 0.3807 (0.3786)  loss_vfl_dn_3: 0.3732 (0.3710)  loss_vfl_dn_4: 0.3721 (0.3682)  loss_vfl_dn_5: 0.3707 (0.3675)  time: 0.4818  data: 0.0149  max mem: 5654
Epoch: [33]  [1100/7393]  eta: 0:51:30  lr: 0.000010  loss: 16.3437 (16.3174)  loss_bbox: 0.1543 (0.1575)  loss_bbox_aux_0: 0.1720 (0.1705)  loss_bbox_aux_1: 0.1642 (0.1625)  loss_bbox_aux_2: 0.1574 (0.1603)  loss_bbox_aux_3: 0.1562 (0.1583)  loss_bbox_aux_4: 0.1550 (0.1576)  loss_bbox_aux_5: 0.2174 (0.2101)  loss_bbox_dn_0: 0.3036 (0.2812)  loss_bbox_dn_1: 0.2209 (0.2121)  loss_bbox_dn_2: 0.1890 (0.1896)  loss_bbox_dn_3: 0.1796 (0.1825)  loss_bbox_dn_4: 0.1763 (0.1810)  loss_bbox_dn_5: 0.1763 (0.1810)  loss_giou: 0.4577 (0.4848)  loss_giou_aux_0: 0.4864 (0.5092)  loss_giou_aux_1: 0.4678 (0.4939)  loss_giou_aux_2: 0.4635 (0.4894)  loss_giou_aux_3: 0.4642 (0.4863)  loss_giou_aux_4: 0.4574 (0.4849)  loss_giou_aux_5: 0.5369 (0.5776)  loss_giou_dn_0: 0.6036 (0.5975)  loss_giou_dn_1: 0.4939 (0.4917)  loss_giou_dn_2: 0.4651 (0.4621)  loss_giou_dn_3: 0.4502 (0.4534)  loss_giou_dn_4: 0.4467 (0.4513)  loss_giou_dn_5: 0.4464 (0.4515)  loss_vfl: 0.6768 (0.6902)  loss_vfl_aux_0: 0.8057 (0.8053)  loss_vfl_aux_1: 0.7416 (0.7537)  loss_vfl_aux_2: 0.7047 (0.7180)  loss_vfl_aux_3: 0.6898 (0.7011)  loss_vfl_aux_4: 0.6781 (0.6936)  loss_vfl_aux_5: 0.7849 (0.7802)  loss_vfl_dn_0: 0.4577 (0.4589)  loss_vfl_dn_1: 0.3909 (0.3945)  loss_vfl_dn_2: 0.3723 (0.3783)  loss_vfl_dn_3: 0.3627 (0.3707)  loss_vfl_dn_4: 0.3579 (0.3680)  loss_vfl_dn_5: 0.3568 (0.3672)  time: 0.4714  data: 0.0157  max mem: 5654
Epoch: [33]  [1200/7393]  eta: 0:50:36  lr: 0.000010  loss: 16.0898 (16.3100)  loss_bbox: 0.1543 (0.1577)  loss_bbox_aux_0: 0.1768 (0.1705)  loss_bbox_aux_1: 0.1739 (0.1625)  loss_bbox_aux_2: 0.1621 (0.1604)  loss_bbox_aux_3: 0.1582 (0.1585)  loss_bbox_aux_4: 0.1532 (0.1578)  loss_bbox_aux_5: 0.2108 (0.2101)  loss_bbox_dn_0: 0.2866 (0.2814)  loss_bbox_dn_1: 0.2081 (0.2120)  loss_bbox_dn_2: 0.1844 (0.1895)  loss_bbox_dn_3: 0.1780 (0.1824)  loss_bbox_dn_4: 0.1753 (0.1809)  loss_bbox_dn_5: 0.1753 (0.1809)  loss_giou: 0.4726 (0.4847)  loss_giou_aux_0: 0.4985 (0.5089)  loss_giou_aux_1: 0.4899 (0.4938)  loss_giou_aux_2: 0.4896 (0.4892)  loss_giou_aux_3: 0.4746 (0.4863)  loss_giou_aux_4: 0.4712 (0.4848)  loss_giou_aux_5: 0.5575 (0.5772)  loss_giou_dn_0: 0.5819 (0.5971)  loss_giou_dn_1: 0.4939 (0.4912)  loss_giou_dn_2: 0.4531 (0.4616)  loss_giou_dn_3: 0.4431 (0.4529)  loss_giou_dn_4: 0.4394 (0.4509)  loss_giou_dn_5: 0.4393 (0.4511)  loss_vfl: 0.6834 (0.6896)  loss_vfl_aux_0: 0.7673 (0.8047)  loss_vfl_aux_1: 0.7131 (0.7531)  loss_vfl_aux_2: 0.6946 (0.7179)  loss_vfl_aux_3: 0.6918 (0.7006)  loss_vfl_aux_4: 0.6758 (0.6932)  loss_vfl_aux_5: 0.7381 (0.7799)  loss_vfl_dn_0: 0.4582 (0.4590)  loss_vfl_dn_1: 0.3947 (0.3943)  loss_vfl_dn_2: 0.3824 (0.3782)  loss_vfl_dn_3: 0.3732 (0.3706)  loss_vfl_dn_4: 0.3701 (0.3678)  loss_vfl_dn_5: 0.3715 (0.3670)  time: 0.4770  data: 0.0143  max mem: 5654
Epoch: [33]  [1300/7393]  eta: 0:49:37  lr: 0.000010  loss: 16.5524 (16.3117)  loss_bbox: 0.1572 (0.1574)  loss_bbox_aux_0: 0.1664 (0.1702)  loss_bbox_aux_1: 0.1521 (0.1621)  loss_bbox_aux_2: 0.1562 (0.1600)  loss_bbox_aux_3: 0.1585 (0.1581)  loss_bbox_aux_4: 0.1566 (0.1575)  loss_bbox_aux_5: 0.2120 (0.2096)  loss_bbox_dn_0: 0.2930 (0.2809)  loss_bbox_dn_1: 0.2246 (0.2117)  loss_bbox_dn_2: 0.2026 (0.1892)  loss_bbox_dn_3: 0.1968 (0.1821)  loss_bbox_dn_4: 0.1963 (0.1806)  loss_bbox_dn_5: 0.1962 (0.1806)  loss_giou: 0.5013 (0.4854)  loss_giou_aux_0: 0.5212 (0.5095)  loss_giou_aux_1: 0.5158 (0.4943)  loss_giou_aux_2: 0.5047 (0.4898)  loss_giou_aux_3: 0.5003 (0.4870)  loss_giou_aux_4: 0.4991 (0.4856)  loss_giou_aux_5: 0.5970 (0.5778)  loss_giou_dn_0: 0.6093 (0.5977)  loss_giou_dn_1: 0.5091 (0.4920)  loss_giou_dn_2: 0.4692 (0.4624)  loss_giou_dn_3: 0.4591 (0.4538)  loss_giou_dn_4: 0.4550 (0.4517)  loss_giou_dn_5: 0.4551 (0.4519)  loss_vfl: 0.6750 (0.6891)  loss_vfl_aux_0: 0.8011 (0.8044)  loss_vfl_aux_1: 0.7717 (0.7529)  loss_vfl_aux_2: 0.7034 (0.7175)  loss_vfl_aux_3: 0.6790 (0.7001)  loss_vfl_aux_4: 0.6909 (0.6927)  loss_vfl_aux_5: 0.7821 (0.7795)  loss_vfl_dn_0: 0.4563 (0.4587)  loss_vfl_dn_1: 0.4025 (0.3942)  loss_vfl_dn_2: 0.3851 (0.3781)  loss_vfl_dn_3: 0.3776 (0.3705)  loss_vfl_dn_4: 0.3740 (0.3678)  loss_vfl_dn_5: 0.3728 (0.3670)  time: 0.4730  data: 0.0141  max mem: 5654
Epoch: [33]  [1400/7393]  eta: 0:48:38  lr: 0.000010  loss: 16.3641 (16.3083)  loss_bbox: 0.1633 (0.1576)  loss_bbox_aux_0: 0.1759 (0.1705)  loss_bbox_aux_1: 0.1709 (0.1622)  loss_bbox_aux_2: 0.1709 (0.1600)  loss_bbox_aux_3: 0.1717 (0.1582)  loss_bbox_aux_4: 0.1711 (0.1576)  loss_bbox_aux_5: 0.2178 (0.2095)  loss_bbox_dn_0: 0.2751 (0.2811)  loss_bbox_dn_1: 0.2130 (0.2116)  loss_bbox_dn_2: 0.1839 (0.1891)  loss_bbox_dn_3: 0.1784 (0.1820)  loss_bbox_dn_4: 0.1789 (0.1806)  loss_bbox_dn_5: 0.1789 (0.1806)  loss_giou: 0.4406 (0.4853)  loss_giou_aux_0: 0.4840 (0.5095)  loss_giou_aux_1: 0.4689 (0.4942)  loss_giou_aux_2: 0.4547 (0.4897)  loss_giou_aux_3: 0.4517 (0.4868)  loss_giou_aux_4: 0.4500 (0.4855)  loss_giou_aux_5: 0.5567 (0.5776)  loss_giou_dn_0: 0.5676 (0.5974)  loss_giou_dn_1: 0.4521 (0.4917)  loss_giou_dn_2: 0.4254 (0.4622)  loss_giou_dn_3: 0.4149 (0.4535)  loss_giou_dn_4: 0.4130 (0.4515)  loss_giou_dn_5: 0.4134 (0.4517)  loss_vfl: 0.7069 (0.6891)  loss_vfl_aux_0: 0.8073 (0.8043)  loss_vfl_aux_1: 0.7329 (0.7525)  loss_vfl_aux_2: 0.7463 (0.7172)  loss_vfl_aux_3: 0.7122 (0.7001)  loss_vfl_aux_4: 0.7049 (0.6926)  loss_vfl_aux_5: 0.8213 (0.7798)  loss_vfl_dn_0: 0.4595 (0.4585)  loss_vfl_dn_1: 0.3934 (0.3940)  loss_vfl_dn_2: 0.3790 (0.3780)  loss_vfl_dn_3: 0.3722 (0.3703)  loss_vfl_dn_4: 0.3707 (0.3676)  loss_vfl_dn_5: 0.3688 (0.3668)  time: 0.4678  data: 0.0139  max mem: 5654
Epoch: [33]  [1500/7393]  eta: 0:47:41  lr: 0.000010  loss: 16.2739 (16.3196)  loss_bbox: 0.1504 (0.1578)  loss_bbox_aux_0: 0.1640 (0.1704)  loss_bbox_aux_1: 0.1598 (0.1621)  loss_bbox_aux_2: 0.1512 (0.1601)  loss_bbox_aux_3: 0.1541 (0.1584)  loss_bbox_aux_4: 0.1505 (0.1579)  loss_bbox_aux_5: 0.2119 (0.2095)  loss_bbox_dn_0: 0.2797 (0.2808)  loss_bbox_dn_1: 0.2107 (0.2115)  loss_bbox_dn_2: 0.1910 (0.1890)  loss_bbox_dn_3: 0.1859 (0.1819)  loss_bbox_dn_4: 0.1849 (0.1805)  loss_bbox_dn_5: 0.1849 (0.1805)  loss_giou: 0.4689 (0.4863)  loss_giou_aux_0: 0.4752 (0.5103)  loss_giou_aux_1: 0.4810 (0.4950)  loss_giou_aux_2: 0.4620 (0.4906)  loss_giou_aux_3: 0.4630 (0.4879)  loss_giou_aux_4: 0.4718 (0.4865)  loss_giou_aux_5: 0.5387 (0.5782)  loss_giou_dn_0: 0.5841 (0.5981)  loss_giou_dn_1: 0.4985 (0.4927)  loss_giou_dn_2: 0.4607 (0.4630)  loss_giou_dn_3: 0.4486 (0.4544)  loss_giou_dn_4: 0.4455 (0.4524)  loss_giou_dn_5: 0.4462 (0.4525)  loss_vfl: 0.6901 (0.6889)  loss_vfl_aux_0: 0.7777 (0.8043)  loss_vfl_aux_1: 0.7383 (0.7527)  loss_vfl_aux_2: 0.7126 (0.7175)  loss_vfl_aux_3: 0.6981 (0.7001)  loss_vfl_aux_4: 0.6931 (0.6924)  loss_vfl_aux_5: 0.7590 (0.7795)  loss_vfl_dn_0: 0.4511 (0.4586)  loss_vfl_dn_1: 0.3950 (0.3941)  loss_vfl_dn_2: 0.3806 (0.3781)  loss_vfl_dn_3: 0.3724 (0.3705)  loss_vfl_dn_4: 0.3689 (0.3678)  loss_vfl_dn_5: 0.3676 (0.3670)  time: 0.4577  data: 0.0141  max mem: 5654
Epoch: [33]  [1600/7393]  eta: 0:46:47  lr: 0.000010  loss: 16.4932 (16.3341)  loss_bbox: 0.1811 (0.1581)  loss_bbox_aux_0: 0.2057 (0.1708)  loss_bbox_aux_1: 0.1936 (0.1625)  loss_bbox_aux_2: 0.1917 (0.1605)  loss_bbox_aux_3: 0.1753 (0.1587)  loss_bbox_aux_4: 0.1757 (0.1582)  loss_bbox_aux_5: 0.2415 (0.2098)  loss_bbox_dn_0: 0.3150 (0.2814)  loss_bbox_dn_1: 0.2320 (0.2121)  loss_bbox_dn_2: 0.2024 (0.1895)  loss_bbox_dn_3: 0.1935 (0.1824)  loss_bbox_dn_4: 0.1905 (0.1809)  loss_bbox_dn_5: 0.1906 (0.1809)  loss_giou: 0.4752 (0.4868)  loss_giou_aux_0: 0.4911 (0.5106)  loss_giou_aux_1: 0.4857 (0.4956)  loss_giou_aux_2: 0.4788 (0.4911)  loss_giou_aux_3: 0.4778 (0.4883)  loss_giou_aux_4: 0.4698 (0.4870)  loss_giou_aux_5: 0.5608 (0.5788)  loss_giou_dn_0: 0.5926 (0.5986)  loss_giou_dn_1: 0.4850 (0.4932)  loss_giou_dn_2: 0.4515 (0.4634)  loss_giou_dn_3: 0.4439 (0.4548)  loss_giou_dn_4: 0.4409 (0.4527)  loss_giou_dn_5: 0.4409 (0.4529)  loss_vfl: 0.6773 (0.6894)  loss_vfl_aux_0: 0.8016 (0.8043)  loss_vfl_aux_1: 0.7187 (0.7528)  loss_vfl_aux_2: 0.7012 (0.7178)  loss_vfl_aux_3: 0.7005 (0.7006)  loss_vfl_aux_4: 0.6832 (0.6928)  loss_vfl_aux_5: 0.7632 (0.7791)  loss_vfl_dn_0: 0.4552 (0.4588)  loss_vfl_dn_1: 0.3936 (0.3944)  loss_vfl_dn_2: 0.3771 (0.3784)  loss_vfl_dn_3: 0.3704 (0.3708)  loss_vfl_dn_4: 0.3661 (0.3681)  loss_vfl_dn_5: 0.3652 (0.3673)  time: 0.4721  data: 0.0136  max mem: 5654
Epoch: [33]  [1700/7393]  eta: 0:45:56  lr: 0.000010  loss: 16.4504 (16.3333)  loss_bbox: 0.1527 (0.1582)  loss_bbox_aux_0: 0.1641 (0.1709)  loss_bbox_aux_1: 0.1596 (0.1626)  loss_bbox_aux_2: 0.1571 (0.1606)  loss_bbox_aux_3: 0.1509 (0.1588)  loss_bbox_aux_4: 0.1530 (0.1582)  loss_bbox_aux_5: 0.2039 (0.2098)  loss_bbox_dn_0: 0.2725 (0.2815)  loss_bbox_dn_1: 0.2197 (0.2122)  loss_bbox_dn_2: 0.1838 (0.1895)  loss_bbox_dn_3: 0.1762 (0.1824)  loss_bbox_dn_4: 0.1762 (0.1809)  loss_bbox_dn_5: 0.1762 (0.1809)  loss_giou: 0.5066 (0.4866)  loss_giou_aux_0: 0.5259 (0.5104)  loss_giou_aux_1: 0.5042 (0.4955)  loss_giou_aux_2: 0.5001 (0.4909)  loss_giou_aux_3: 0.4939 (0.4880)  loss_giou_aux_4: 0.4944 (0.4868)  loss_giou_aux_5: 0.5979 (0.5785)  loss_giou_dn_0: 0.5982 (0.5984)  loss_giou_dn_1: 0.4823 (0.4929)  loss_giou_dn_2: 0.4551 (0.4631)  loss_giou_dn_3: 0.4478 (0.4545)  loss_giou_dn_4: 0.4468 (0.4524)  loss_giou_dn_5: 0.4472 (0.4526)  loss_vfl: 0.6690 (0.6895)  loss_vfl_aux_0: 0.7871 (0.8045)  loss_vfl_aux_1: 0.7322 (0.7530)  loss_vfl_aux_2: 0.6972 (0.7179)  loss_vfl_aux_3: 0.6965 (0.7009)  loss_vfl_aux_4: 0.6803 (0.6930)  loss_vfl_aux_5: 0.7658 (0.7794)  loss_vfl_dn_0: 0.4582 (0.4589)  loss_vfl_dn_1: 0.3944 (0.3945)  loss_vfl_dn_2: 0.3821 (0.3784)  loss_vfl_dn_3: 0.3769 (0.3708)  loss_vfl_dn_4: 0.3736 (0.3681)  loss_vfl_dn_5: 0.3750 (0.3673)  time: 0.4671  data: 0.0133  max mem: 5654
Epoch: [33]  [1800/7393]  eta: 0:45:04  lr: 0.000010  loss: 16.0948 (16.3274)  loss_bbox: 0.1639 (0.1582)  loss_bbox_aux_0: 0.1707 (0.1709)  loss_bbox_aux_1: 0.1728 (0.1627)  loss_bbox_aux_2: 0.1644 (0.1606)  loss_bbox_aux_3: 0.1653 (0.1587)  loss_bbox_aux_4: 0.1640 (0.1582)  loss_bbox_aux_5: 0.2063 (0.2099)  loss_bbox_dn_0: 0.2648 (0.2812)  loss_bbox_dn_1: 0.2036 (0.2119)  loss_bbox_dn_2: 0.1842 (0.1893)  loss_bbox_dn_3: 0.1782 (0.1822)  loss_bbox_dn_4: 0.1778 (0.1807)  loss_bbox_dn_5: 0.1778 (0.1807)  loss_giou: 0.4603 (0.4864)  loss_giou_aux_0: 0.4931 (0.5101)  loss_giou_aux_1: 0.4742 (0.4954)  loss_giou_aux_2: 0.4690 (0.4908)  loss_giou_aux_3: 0.4597 (0.4877)  loss_giou_aux_4: 0.4562 (0.4866)  loss_giou_aux_5: 0.5626 (0.5783)  loss_giou_dn_0: 0.5780 (0.5983)  loss_giou_dn_1: 0.4689 (0.4927)  loss_giou_dn_2: 0.4365 (0.4628)  loss_giou_dn_3: 0.4339 (0.4542)  loss_giou_dn_4: 0.4337 (0.4522)  loss_giou_dn_5: 0.4342 (0.4524)  loss_vfl: 0.6790 (0.6891)  loss_vfl_aux_0: 0.8103 (0.8045)  loss_vfl_aux_1: 0.7687 (0.7526)  loss_vfl_aux_2: 0.7343 (0.7175)  loss_vfl_aux_3: 0.7073 (0.7007)  loss_vfl_aux_4: 0.6906 (0.6927)  loss_vfl_aux_5: 0.8072 (0.7791)  loss_vfl_dn_0: 0.4588 (0.4588)  loss_vfl_dn_1: 0.3903 (0.3944)  loss_vfl_dn_2: 0.3761 (0.3785)  loss_vfl_dn_3: 0.3665 (0.3708)  loss_vfl_dn_4: 0.3644 (0.3681)  loss_vfl_dn_5: 0.3635 (0.3673)  time: 0.4792  data: 0.0133  max mem: 5654
Epoch: [33]  [1900/7393]  eta: 0:44:13  lr: 0.000010  loss: 16.4579 (16.3178)  loss_bbox: 0.1538 (0.1582)  loss_bbox_aux_0: 0.1709 (0.1708)  loss_bbox_aux_1: 0.1621 (0.1626)  loss_bbox_aux_2: 0.1564 (0.1605)  loss_bbox_aux_3: 0.1537 (0.1587)  loss_bbox_aux_4: 0.1529 (0.1582)  loss_bbox_aux_5: 0.2006 (0.2098)  loss_bbox_dn_0: 0.2856 (0.2810)  loss_bbox_dn_1: 0.2186 (0.2118)  loss_bbox_dn_2: 0.1944 (0.1890)  loss_bbox_dn_3: 0.1860 (0.1820)  loss_bbox_dn_4: 0.1819 (0.1805)  loss_bbox_dn_5: 0.1818 (0.1805)  loss_giou: 0.4649 (0.4861)  loss_giou_aux_0: 0.4861 (0.5096)  loss_giou_aux_1: 0.4731 (0.4950)  loss_giou_aux_2: 0.4796 (0.4903)  loss_giou_aux_3: 0.4608 (0.4873)  loss_giou_aux_4: 0.4602 (0.4862)  loss_giou_aux_5: 0.5373 (0.5778)  loss_giou_dn_0: 0.5985 (0.5979)  loss_giou_dn_1: 0.4855 (0.4922)  loss_giou_dn_2: 0.4492 (0.4624)  loss_giou_dn_3: 0.4388 (0.4538)  loss_giou_dn_4: 0.4384 (0.4518)  loss_giou_dn_5: 0.4371 (0.4520)  loss_vfl: 0.7034 (0.6888)  loss_vfl_aux_0: 0.7977 (0.8044)  loss_vfl_aux_1: 0.7612 (0.7523)  loss_vfl_aux_2: 0.7267 (0.7174)  loss_vfl_aux_3: 0.7283 (0.7005)  loss_vfl_aux_4: 0.7198 (0.6925)  loss_vfl_aux_5: 0.7713 (0.7790)  loss_vfl_dn_0: 0.4555 (0.4587)  loss_vfl_dn_1: 0.3939 (0.3943)  loss_vfl_dn_2: 0.3818 (0.3783)  loss_vfl_dn_3: 0.3727 (0.3707)  loss_vfl_dn_4: 0.3711 (0.3680)  loss_vfl_dn_5: 0.3711 (0.3672)  time: 0.4858  data: 0.0134  max mem: 5654
Epoch: [33]  [2000/7393]  eta: 0:43:20  lr: 0.000010  loss: 16.3263 (16.3200)  loss_bbox: 0.1496 (0.1581)  loss_bbox_aux_0: 0.1656 (0.1708)  loss_bbox_aux_1: 0.1540 (0.1626)  loss_bbox_aux_2: 0.1551 (0.1606)  loss_bbox_aux_3: 0.1493 (0.1586)  loss_bbox_aux_4: 0.1487 (0.1582)  loss_bbox_aux_5: 0.2202 (0.2100)  loss_bbox_dn_0: 0.2565 (0.2810)  loss_bbox_dn_1: 0.1952 (0.2118)  loss_bbox_dn_2: 0.1772 (0.1890)  loss_bbox_dn_3: 0.1633 (0.1819)  loss_bbox_dn_4: 0.1646 (0.1805)  loss_bbox_dn_5: 0.1647 (0.1805)  loss_giou: 0.4817 (0.4859)  loss_giou_aux_0: 0.5090 (0.5095)  loss_giou_aux_1: 0.4963 (0.4949)  loss_giou_aux_2: 0.4957 (0.4902)  loss_giou_aux_3: 0.4900 (0.4872)  loss_giou_aux_4: 0.4851 (0.4860)  loss_giou_aux_5: 0.5685 (0.5780)  loss_giou_dn_0: 0.5950 (0.5978)  loss_giou_dn_1: 0.4983 (0.4922)  loss_giou_dn_2: 0.4678 (0.4624)  loss_giou_dn_3: 0.4597 (0.4538)  loss_giou_dn_4: 0.4572 (0.4517)  loss_giou_dn_5: 0.4573 (0.4519)  loss_vfl: 0.7058 (0.6892)  loss_vfl_aux_0: 0.8362 (0.8051)  loss_vfl_aux_1: 0.7855 (0.7529)  loss_vfl_aux_2: 0.7502 (0.7178)  loss_vfl_aux_3: 0.7321 (0.7010)  loss_vfl_aux_4: 0.7101 (0.6928)  loss_vfl_aux_5: 0.7976 (0.7791)  loss_vfl_dn_0: 0.4608 (0.4587)  loss_vfl_dn_1: 0.3939 (0.3943)  loss_vfl_dn_2: 0.3779 (0.3784)  loss_vfl_dn_3: 0.3704 (0.3707)  loss_vfl_dn_4: 0.3709 (0.3680)  loss_vfl_dn_5: 0.3674 (0.3672)  time: 0.4583  data: 0.0134  max mem: 5654
Epoch: [33]  [2100/7393]  eta: 0:42:29  lr: 0.000010  loss: 16.1975 (16.3205)  loss_bbox: 0.1514 (0.1579)  loss_bbox_aux_0: 0.1605 (0.1705)  loss_bbox_aux_1: 0.1505 (0.1624)  loss_bbox_aux_2: 0.1518 (0.1603)  loss_bbox_aux_3: 0.1494 (0.1584)  loss_bbox_aux_4: 0.1506 (0.1579)  loss_bbox_aux_5: 0.1854 (0.2097)  loss_bbox_dn_0: 0.2577 (0.2809)  loss_bbox_dn_1: 0.1903 (0.2117)  loss_bbox_dn_2: 0.1659 (0.1890)  loss_bbox_dn_3: 0.1600 (0.1819)  loss_bbox_dn_4: 0.1609 (0.1804)  loss_bbox_dn_5: 0.1608 (0.1804)  loss_giou: 0.4962 (0.4858)  loss_giou_aux_0: 0.5173 (0.5095)  loss_giou_aux_1: 0.4993 (0.4949)  loss_giou_aux_2: 0.4922 (0.4902)  loss_giou_aux_3: 0.4871 (0.4872)  loss_giou_aux_4: 0.4907 (0.4860)  loss_giou_aux_5: 0.5789 (0.5780)  loss_giou_dn_0: 0.6101 (0.5979)  loss_giou_dn_1: 0.5056 (0.4921)  loss_giou_dn_2: 0.4723 (0.4623)  loss_giou_dn_3: 0.4618 (0.4537)  loss_giou_dn_4: 0.4586 (0.4516)  loss_giou_dn_5: 0.4586 (0.4518)  loss_vfl: 0.6857 (0.6896)  loss_vfl_aux_0: 0.7946 (0.8054)  loss_vfl_aux_1: 0.7357 (0.7529)  loss_vfl_aux_2: 0.7270 (0.7181)  loss_vfl_aux_3: 0.7003 (0.7013)  loss_vfl_aux_4: 0.6927 (0.6932)  loss_vfl_aux_5: 0.7643 (0.7797)  loss_vfl_dn_0: 0.4630 (0.4588)  loss_vfl_dn_1: 0.4018 (0.3945)  loss_vfl_dn_2: 0.3767 (0.3785)  loss_vfl_dn_3: 0.3710 (0.3708)  loss_vfl_dn_4: 0.3679 (0.3681)  loss_vfl_dn_5: 0.3670 (0.3673)  time: 0.4626  data: 0.0137  max mem: 5654
Epoch: [33]  [2200/7393]  eta: 0:41:38  lr: 0.000010  loss: 16.1217 (16.3220)  loss_bbox: 0.1443 (0.1575)  loss_bbox_aux_0: 0.1508 (0.1701)  loss_bbox_aux_1: 0.1475 (0.1621)  loss_bbox_aux_2: 0.1453 (0.1600)  loss_bbox_aux_3: 0.1407 (0.1580)  loss_bbox_aux_4: 0.1432 (0.1576)  loss_bbox_aux_5: 0.1936 (0.2093)  loss_bbox_dn_0: 0.2222 (0.2801)  loss_bbox_dn_1: 0.1665 (0.2111)  loss_bbox_dn_2: 0.1510 (0.1884)  loss_bbox_dn_3: 0.1463 (0.1814)  loss_bbox_dn_4: 0.1448 (0.1799)  loss_bbox_dn_5: 0.1448 (0.1799)  loss_giou: 0.4916 (0.4863)  loss_giou_aux_0: 0.5161 (0.5100)  loss_giou_aux_1: 0.4992 (0.4954)  loss_giou_aux_2: 0.4943 (0.4906)  loss_giou_aux_3: 0.4893 (0.4876)  loss_giou_aux_4: 0.4906 (0.4864)  loss_giou_aux_5: 0.6006 (0.5784)  loss_giou_dn_0: 0.6005 (0.5983)  loss_giou_dn_1: 0.4893 (0.4925)  loss_giou_dn_2: 0.4631 (0.4626)  loss_giou_dn_3: 0.4582 (0.4540)  loss_giou_dn_4: 0.4572 (0.4520)  loss_giou_dn_5: 0.4574 (0.4522)  loss_vfl: 0.6714 (0.6900)  loss_vfl_aux_0: 0.7664 (0.8056)  loss_vfl_aux_1: 0.7211 (0.7531)  loss_vfl_aux_2: 0.6756 (0.7184)  loss_vfl_aux_3: 0.6659 (0.7016)  loss_vfl_aux_4: 0.6692 (0.6935)  loss_vfl_aux_5: 0.7624 (0.7798)  loss_vfl_dn_0: 0.4528 (0.4588)  loss_vfl_dn_1: 0.3948 (0.3945)  loss_vfl_dn_2: 0.3824 (0.3785)  loss_vfl_dn_3: 0.3768 (0.3709)  loss_vfl_dn_4: 0.3723 (0.3682)  loss_vfl_dn_5: 0.3709 (0.3674)  time: 0.4763  data: 0.0137  max mem: 5654
Epoch: [33]  [2300/7393]  eta: 0:40:48  lr: 0.000010  loss: 15.7111 (16.3241)  loss_bbox: 0.1540 (0.1578)  loss_bbox_aux_0: 0.1588 (0.1702)  loss_bbox_aux_1: 0.1547 (0.1623)  loss_bbox_aux_2: 0.1611 (0.1603)  loss_bbox_aux_3: 0.1554 (0.1583)  loss_bbox_aux_4: 0.1553 (0.1578)  loss_bbox_aux_5: 0.2008 (0.2095)  loss_bbox_dn_0: 0.2613 (0.2802)  loss_bbox_dn_1: 0.1991 (0.2111)  loss_bbox_dn_2: 0.1807 (0.1885)  loss_bbox_dn_3: 0.1725 (0.1815)  loss_bbox_dn_4: 0.1738 (0.1801)  loss_bbox_dn_5: 0.1737 (0.1801)  loss_giou: 0.4388 (0.4864)  loss_giou_aux_0: 0.4594 (0.5100)  loss_giou_aux_1: 0.4421 (0.4954)  loss_giou_aux_2: 0.4398 (0.4906)  loss_giou_aux_3: 0.4399 (0.4876)  loss_giou_aux_4: 0.4382 (0.4865)  loss_giou_aux_5: 0.5357 (0.5784)  loss_giou_dn_0: 0.5987 (0.5983)  loss_giou_dn_1: 0.4745 (0.4924)  loss_giou_dn_2: 0.4508 (0.4626)  loss_giou_dn_3: 0.4421 (0.4540)  loss_giou_dn_4: 0.4395 (0.4520)  loss_giou_dn_5: 0.4394 (0.4521)  loss_vfl: 0.6745 (0.6900)  loss_vfl_aux_0: 0.7961 (0.8054)  loss_vfl_aux_1: 0.7400 (0.7531)  loss_vfl_aux_2: 0.6958 (0.7181)  loss_vfl_aux_3: 0.6961 (0.7017)  loss_vfl_aux_4: 0.6782 (0.6935)  loss_vfl_aux_5: 0.7729 (0.7796)  loss_vfl_dn_0: 0.4587 (0.4588)  loss_vfl_dn_1: 0.3923 (0.3946)  loss_vfl_dn_2: 0.3771 (0.3786)  loss_vfl_dn_3: 0.3678 (0.3709)  loss_vfl_dn_4: 0.3658 (0.3682)  loss_vfl_dn_5: 0.3655 (0.3674)  time: 0.4646  data: 0.0135  max mem: 5654
Epoch: [33]  [2400/7393]  eta: 0:40:11  lr: 0.000010  loss: 16.9632 (16.3282)  loss_bbox: 0.1580 (0.1578)  loss_bbox_aux_0: 0.1599 (0.1704)  loss_bbox_aux_1: 0.1538 (0.1623)  loss_bbox_aux_2: 0.1554 (0.1603)  loss_bbox_aux_3: 0.1547 (0.1583)  loss_bbox_aux_4: 0.1518 (0.1579)  loss_bbox_aux_5: 0.1881 (0.2096)  loss_bbox_dn_0: 0.2554 (0.2805)  loss_bbox_dn_1: 0.1830 (0.2115)  loss_bbox_dn_2: 0.1679 (0.1888)  loss_bbox_dn_3: 0.1654 (0.1818)  loss_bbox_dn_4: 0.1635 (0.1803)  loss_bbox_dn_5: 0.1635 (0.1803)  loss_giou: 0.5046 (0.4864)  loss_giou_aux_0: 0.5322 (0.5101)  loss_giou_aux_1: 0.5205 (0.4954)  loss_giou_aux_2: 0.5196 (0.4906)  loss_giou_aux_3: 0.5064 (0.4876)  loss_giou_aux_4: 0.5046 (0.4865)  loss_giou_aux_5: 0.5967 (0.5785)  loss_giou_dn_0: 0.6135 (0.5984)  loss_giou_dn_1: 0.5028 (0.4926)  loss_giou_dn_2: 0.4762 (0.4628)  loss_giou_dn_3: 0.4734 (0.4542)  loss_giou_dn_4: 0.4697 (0.4522)  loss_giou_dn_5: 0.4698 (0.4524)  loss_vfl: 0.7013 (0.6901)  loss_vfl_aux_0: 0.7955 (0.8053)  loss_vfl_aux_1: 0.7658 (0.7532)  loss_vfl_aux_2: 0.7275 (0.7183)  loss_vfl_aux_3: 0.7122 (0.7018)  loss_vfl_aux_4: 0.7073 (0.6937)  loss_vfl_aux_5: 0.7723 (0.7796)  loss_vfl_dn_0: 0.4552 (0.4588)  loss_vfl_dn_1: 0.3967 (0.3946)  loss_vfl_dn_2: 0.3862 (0.3786)  loss_vfl_dn_3: 0.3781 (0.3710)  loss_vfl_dn_4: 0.3750 (0.3683)  loss_vfl_dn_5: 0.3732 (0.3675)  time: 0.7990  data: 0.0135  max mem: 5654
Epoch: [33]  [2500/7393]  eta: 0:39:20  lr: 0.000010  loss: 16.3808 (16.3264)  loss_bbox: 0.1491 (0.1576)  loss_bbox_aux_0: 0.1628 (0.1702)  loss_bbox_aux_1: 0.1516 (0.1621)  loss_bbox_aux_2: 0.1436 (0.1601)  loss_bbox_aux_3: 0.1522 (0.1581)  loss_bbox_aux_4: 0.1490 (0.1576)  loss_bbox_aux_5: 0.1920 (0.2094)  loss_bbox_dn_0: 0.2878 (0.2805)  loss_bbox_dn_1: 0.2073 (0.2115)  loss_bbox_dn_2: 0.1848 (0.1888)  loss_bbox_dn_3: 0.1733 (0.1818)  loss_bbox_dn_4: 0.1721 (0.1803)  loss_bbox_dn_5: 0.1721 (0.1803)  loss_giou: 0.4874 (0.4859)  loss_giou_aux_0: 0.4877 (0.5097)  loss_giou_aux_1: 0.4891 (0.4950)  loss_giou_aux_2: 0.4806 (0.4901)  loss_giou_aux_3: 0.4876 (0.4872)  loss_giou_aux_4: 0.4892 (0.4859)  loss_giou_aux_5: 0.5685 (0.5781)  loss_giou_dn_0: 0.6215 (0.5983)  loss_giou_dn_1: 0.4984 (0.4925)  loss_giou_dn_2: 0.4721 (0.4627)  loss_giou_dn_3: 0.4614 (0.4542)  loss_giou_dn_4: 0.4568 (0.4521)  loss_giou_dn_5: 0.4569 (0.4523)  loss_vfl: 0.6995 (0.6906)  loss_vfl_aux_0: 0.8071 (0.8057)  loss_vfl_aux_1: 0.7727 (0.7536)  loss_vfl_aux_2: 0.7369 (0.7187)  loss_vfl_aux_3: 0.7177 (0.7023)  loss_vfl_aux_4: 0.7051 (0.6944)  loss_vfl_aux_5: 0.7939 (0.7801)  loss_vfl_dn_0: 0.4630 (0.4588)  loss_vfl_dn_1: 0.3943 (0.3946)  loss_vfl_dn_2: 0.3743 (0.3786)  loss_vfl_dn_3: 0.3667 (0.3710)  loss_vfl_dn_4: 0.3634 (0.3682)  loss_vfl_dn_5: 0.3645 (0.3675)  time: 0.4607  data: 0.0135  max mem: 5654
Epoch: [33]  [2600/7393]  eta: 0:38:29  lr: 0.000010  loss: 16.5107 (16.3371)  loss_bbox: 0.1521 (0.1578)  loss_bbox_aux_0: 0.1636 (0.1704)  loss_bbox_aux_1: 0.1525 (0.1623)  loss_bbox_aux_2: 0.1578 (0.1603)  loss_bbox_aux_3: 0.1510 (0.1582)  loss_bbox_aux_4: 0.1496 (0.1578)  loss_bbox_aux_5: 0.2060 (0.2096)  loss_bbox_dn_0: 0.2738 (0.2808)  loss_bbox_dn_1: 0.2181 (0.2118)  loss_bbox_dn_2: 0.1912 (0.1891)  loss_bbox_dn_3: 0.1774 (0.1821)  loss_bbox_dn_4: 0.1749 (0.1806)  loss_bbox_dn_5: 0.1748 (0.1806)  loss_giou: 0.4803 (0.4863)  loss_giou_aux_0: 0.4854 (0.5102)  loss_giou_aux_1: 0.4795 (0.4954)  loss_giou_aux_2: 0.4881 (0.4906)  loss_giou_aux_3: 0.4862 (0.4875)  loss_giou_aux_4: 0.4823 (0.4864)  loss_giou_aux_5: 0.5773 (0.5786)  loss_giou_dn_0: 0.6084 (0.5988)  loss_giou_dn_1: 0.5117 (0.4930)  loss_giou_dn_2: 0.4792 (0.4633)  loss_giou_dn_3: 0.4772 (0.4547)  loss_giou_dn_4: 0.4757 (0.4526)  loss_giou_dn_5: 0.4758 (0.4528)  loss_vfl: 0.6551 (0.6909)  loss_vfl_aux_0: 0.7979 (0.8057)  loss_vfl_aux_1: 0.7334 (0.7537)  loss_vfl_aux_2: 0.6884 (0.7188)  loss_vfl_aux_3: 0.6597 (0.7025)  loss_vfl_aux_4: 0.6539 (0.6945)  loss_vfl_aux_5: 0.7531 (0.7800)  loss_vfl_dn_0: 0.4561 (0.4588)  loss_vfl_dn_1: 0.3973 (0.3948)  loss_vfl_dn_2: 0.3775 (0.3787)  loss_vfl_dn_3: 0.3675 (0.3711)  loss_vfl_dn_4: 0.3649 (0.3684)  loss_vfl_dn_5: 0.3639 (0.3676)  time: 0.4638  data: 0.0148  max mem: 5654
Epoch: [33]  [2700/7393]  eta: 0:37:38  lr: 0.000010  loss: 16.0696 (16.3320)  loss_bbox: 0.1509 (0.1577)  loss_bbox_aux_0: 0.1652 (0.1704)  loss_bbox_aux_1: 0.1556 (0.1623)  loss_bbox_aux_2: 0.1486 (0.1601)  loss_bbox_aux_3: 0.1526 (0.1581)  loss_bbox_aux_4: 0.1504 (0.1577)  loss_bbox_aux_5: 0.1957 (0.2095)  loss_bbox_dn_0: 0.2720 (0.2806)  loss_bbox_dn_1: 0.1917 (0.2117)  loss_bbox_dn_2: 0.1719 (0.1890)  loss_bbox_dn_3: 0.1665 (0.1820)  loss_bbox_dn_4: 0.1681 (0.1805)  loss_bbox_dn_5: 0.1680 (0.1805)  loss_giou: 0.4530 (0.4860)  loss_giou_aux_0: 0.4755 (0.5099)  loss_giou_aux_1: 0.4703 (0.4951)  loss_giou_aux_2: 0.4568 (0.4903)  loss_giou_aux_3: 0.4580 (0.4873)  loss_giou_aux_4: 0.4446 (0.4861)  loss_giou_aux_5: 0.5385 (0.5783)  loss_giou_dn_0: 0.5895 (0.5987)  loss_giou_dn_1: 0.4743 (0.4929)  loss_giou_dn_2: 0.4440 (0.4632)  loss_giou_dn_3: 0.4343 (0.4546)  loss_giou_dn_4: 0.4309 (0.4525)  loss_giou_dn_5: 0.4309 (0.4527)  loss_vfl: 0.6851 (0.6907)  loss_vfl_aux_0: 0.7948 (0.8055)  loss_vfl_aux_1: 0.7569 (0.7536)  loss_vfl_aux_2: 0.7175 (0.7186)  loss_vfl_aux_3: 0.6930 (0.7023)  loss_vfl_aux_4: 0.6909 (0.6943)  loss_vfl_aux_5: 0.7768 (0.7799)  loss_vfl_dn_0: 0.4582 (0.4588)  loss_vfl_dn_1: 0.4015 (0.3948)  loss_vfl_dn_2: 0.3841 (0.3787)  loss_vfl_dn_3: 0.3767 (0.3711)  loss_vfl_dn_4: 0.3742 (0.3684)  loss_vfl_dn_5: 0.3729 (0.3676)  time: 0.4667  data: 0.0148  max mem: 5654
Epoch: [33]  [2800/7393]  eta: 0:37:09  lr: 0.000010  loss: 16.2772 (16.3367)  loss_bbox: 0.1424 (0.1577)  loss_bbox_aux_0: 0.1566 (0.1703)  loss_bbox_aux_1: 0.1536 (0.1624)  loss_bbox_aux_2: 0.1469 (0.1602)  loss_bbox_aux_3: 0.1474 (0.1582)  loss_bbox_aux_4: 0.1439 (0.1577)  loss_bbox_aux_5: 0.1952 (0.2096)  loss_bbox_dn_0: 0.2693 (0.2810)  loss_bbox_dn_1: 0.1952 (0.2120)  loss_bbox_dn_2: 0.1812 (0.1893)  loss_bbox_dn_3: 0.1746 (0.1823)  loss_bbox_dn_4: 0.1760 (0.1808)  loss_bbox_dn_5: 0.1761 (0.1808)  loss_giou: 0.4623 (0.4859)  loss_giou_aux_0: 0.4895 (0.5097)  loss_giou_aux_1: 0.4783 (0.4951)  loss_giou_aux_2: 0.4680 (0.4902)  loss_giou_aux_3: 0.4648 (0.4872)  loss_giou_aux_4: 0.4694 (0.4860)  loss_giou_aux_5: 0.5526 (0.5781)  loss_giou_dn_0: 0.5703 (0.5989)  loss_giou_dn_1: 0.4591 (0.4930)  loss_giou_dn_2: 0.4353 (0.4633)  loss_giou_dn_3: 0.4271 (0.4547)  loss_giou_dn_4: 0.4277 (0.4526)  loss_giou_dn_5: 0.4277 (0.4528)  loss_vfl: 0.7033 (0.6910)  loss_vfl_aux_0: 0.8243 (0.8061)  loss_vfl_aux_1: 0.7556 (0.7537)  loss_vfl_aux_2: 0.7337 (0.7190)  loss_vfl_aux_3: 0.7140 (0.7026)  loss_vfl_aux_4: 0.7055 (0.6946)  loss_vfl_aux_5: 0.7820 (0.7801)  loss_vfl_dn_0: 0.4628 (0.4588)  loss_vfl_dn_1: 0.4026 (0.3949)  loss_vfl_dn_2: 0.3879 (0.3788)  loss_vfl_dn_3: 0.3765 (0.3712)  loss_vfl_dn_4: 0.3772 (0.3685)  loss_vfl_dn_5: 0.3720 (0.3677)  time: 0.8123  data: 0.0143  max mem: 5654
Epoch: [33]  [2900/7393]  eta: 0:36:17  lr: 0.000010  loss: 16.3211 (16.3386)  loss_bbox: 0.1386 (0.1575)  loss_bbox_aux_0: 0.1534 (0.1701)  loss_bbox_aux_1: 0.1490 (0.1621)  loss_bbox_aux_2: 0.1417 (0.1600)  loss_bbox_aux_3: 0.1428 (0.1580)  loss_bbox_aux_4: 0.1377 (0.1575)  loss_bbox_aux_5: 0.1984 (0.2093)  loss_bbox_dn_0: 0.2446 (0.2806)  loss_bbox_dn_1: 0.1941 (0.2117)  loss_bbox_dn_2: 0.1766 (0.1891)  loss_bbox_dn_3: 0.1695 (0.1821)  loss_bbox_dn_4: 0.1699 (0.1806)  loss_bbox_dn_5: 0.1709 (0.1806)  loss_giou: 0.4957 (0.4862)  loss_giou_aux_0: 0.5250 (0.5100)  loss_giou_aux_1: 0.5136 (0.4953)  loss_giou_aux_2: 0.5092 (0.4905)  loss_giou_aux_3: 0.4961 (0.4874)  loss_giou_aux_4: 0.4960 (0.4862)  loss_giou_aux_5: 0.5851 (0.5783)  loss_giou_dn_0: 0.6106 (0.5991)  loss_giou_dn_1: 0.5108 (0.4933)  loss_giou_dn_2: 0.4731 (0.4636)  loss_giou_dn_3: 0.4655 (0.4550)  loss_giou_dn_4: 0.4631 (0.4529)  loss_giou_dn_5: 0.4632 (0.4531)  loss_vfl: 0.6701 (0.6913)  loss_vfl_aux_0: 0.7800 (0.8062)  loss_vfl_aux_1: 0.7246 (0.7538)  loss_vfl_aux_2: 0.6903 (0.7192)  loss_vfl_aux_3: 0.6791 (0.7029)  loss_vfl_aux_4: 0.6774 (0.6949)  loss_vfl_aux_5: 0.7371 (0.7802)  loss_vfl_dn_0: 0.4559 (0.4587)  loss_vfl_dn_1: 0.3936 (0.3949)  loss_vfl_dn_2: 0.3795 (0.3789)  loss_vfl_dn_3: 0.3718 (0.3712)  loss_vfl_dn_4: 0.3699 (0.3685)  loss_vfl_dn_5: 0.3686 (0.3678)  time: 0.4630  data: 0.0136  max mem: 5654
Epoch: [33]  [3000/7393]  eta: 0:35:25  lr: 0.000010  loss: 16.9978 (16.3445)  loss_bbox: 0.1512 (0.1575)  loss_bbox_aux_0: 0.1542 (0.1700)  loss_bbox_aux_1: 0.1547 (0.1621)  loss_bbox_aux_2: 0.1505 (0.1599)  loss_bbox_aux_3: 0.1528 (0.1580)  loss_bbox_aux_4: 0.1475 (0.1574)  loss_bbox_aux_5: 0.1919 (0.2092)  loss_bbox_dn_0: 0.2830 (0.2807)  loss_bbox_dn_1: 0.2202 (0.2119)  loss_bbox_dn_2: 0.1993 (0.1893)  loss_bbox_dn_3: 0.1944 (0.1823)  loss_bbox_dn_4: 0.1926 (0.1809)  loss_bbox_dn_5: 0.1926 (0.1809)  loss_giou: 0.4847 (0.4864)  loss_giou_aux_0: 0.5009 (0.5103)  loss_giou_aux_1: 0.4892 (0.4956)  loss_giou_aux_2: 0.4850 (0.4908)  loss_giou_aux_3: 0.4794 (0.4876)  loss_giou_aux_4: 0.4847 (0.4864)  loss_giou_aux_5: 0.5725 (0.5786)  loss_giou_dn_0: 0.5969 (0.5994)  loss_giou_dn_1: 0.4849 (0.4936)  loss_giou_dn_2: 0.4569 (0.4639)  loss_giou_dn_3: 0.4510 (0.4553)  loss_giou_dn_4: 0.4494 (0.4532)  loss_giou_dn_5: 0.4498 (0.4534)  loss_vfl: 0.7260 (0.6915)  loss_vfl_aux_0: 0.8328 (0.8064)  loss_vfl_aux_1: 0.7860 (0.7539)  loss_vfl_aux_2: 0.7484 (0.7193)  loss_vfl_aux_3: 0.7475 (0.7031)  loss_vfl_aux_4: 0.7327 (0.6951)  loss_vfl_aux_5: 0.7939 (0.7803)  loss_vfl_dn_0: 0.4570 (0.4587)  loss_vfl_dn_1: 0.3987 (0.3949)  loss_vfl_dn_2: 0.3794 (0.3789)  loss_vfl_dn_3: 0.3774 (0.3713)  loss_vfl_dn_4: 0.3720 (0.3686)  loss_vfl_dn_5: 0.3721 (0.3678)  time: 0.4541  data: 0.0134  max mem: 5654
Epoch: [33]  [3100/7393]  eta: 0:34:35  lr: 0.000010  loss: 16.8213 (16.3458)  loss_bbox: 0.1665 (0.1575)  loss_bbox_aux_0: 0.1884 (0.1700)  loss_bbox_aux_1: 0.1759 (0.1621)  loss_bbox_aux_2: 0.1669 (0.1599)  loss_bbox_aux_3: 0.1666 (0.1579)  loss_bbox_aux_4: 0.1650 (0.1574)  loss_bbox_aux_5: 0.2189 (0.2093)  loss_bbox_dn_0: 0.3009 (0.2809)  loss_bbox_dn_1: 0.2317 (0.2120)  loss_bbox_dn_2: 0.2067 (0.1894)  loss_bbox_dn_3: 0.1990 (0.1824)  loss_bbox_dn_4: 0.1941 (0.1810)  loss_bbox_dn_5: 0.1941 (0.1810)  loss_giou: 0.4562 (0.4862)  loss_giou_aux_0: 0.4790 (0.5101)  loss_giou_aux_1: 0.4677 (0.4955)  loss_giou_aux_2: 0.4674 (0.4906)  loss_giou_aux_3: 0.4635 (0.4874)  loss_giou_aux_4: 0.4594 (0.4863)  loss_giou_aux_5: 0.5535 (0.5784)  loss_giou_dn_0: 0.6047 (0.5993)  loss_giou_dn_1: 0.4784 (0.4935)  loss_giou_dn_2: 0.4469 (0.4637)  loss_giou_dn_3: 0.4403 (0.4552)  loss_giou_dn_4: 0.4377 (0.4531)  loss_giou_dn_5: 0.4378 (0.4533)  loss_vfl: 0.7070 (0.6919)  loss_vfl_aux_0: 0.8539 (0.8068)  loss_vfl_aux_1: 0.7796 (0.7542)  loss_vfl_aux_2: 0.7458 (0.7196)  loss_vfl_aux_3: 0.7328 (0.7034)  loss_vfl_aux_4: 0.7117 (0.6955)  loss_vfl_aux_5: 0.8155 (0.7810)  loss_vfl_dn_0: 0.4597 (0.4588)  loss_vfl_dn_1: 0.3952 (0.3949)  loss_vfl_dn_2: 0.3757 (0.3789)  loss_vfl_dn_3: 0.3688 (0.3712)  loss_vfl_dn_4: 0.3661 (0.3686)  loss_vfl_dn_5: 0.3652 (0.3678)  time: 0.4669  data: 0.0137  max mem: 5654
Epoch: [33]  [3200/7393]  eta: 0:33:45  lr: 0.000010  loss: 15.8830 (16.3353)  loss_bbox: 0.1480 (0.1575)  loss_bbox_aux_0: 0.1663 (0.1700)  loss_bbox_aux_1: 0.1578 (0.1621)  loss_bbox_aux_2: 0.1482 (0.1599)  loss_bbox_aux_3: 0.1469 (0.1580)  loss_bbox_aux_4: 0.1462 (0.1575)  loss_bbox_aux_5: 0.2200 (0.2094)  loss_bbox_dn_0: 0.2943 (0.2811)  loss_bbox_dn_1: 0.2116 (0.2122)  loss_bbox_dn_2: 0.1909 (0.1895)  loss_bbox_dn_3: 0.1782 (0.1825)  loss_bbox_dn_4: 0.1759 (0.1811)  loss_bbox_dn_5: 0.1759 (0.1811)  loss_giou: 0.4320 (0.4855)  loss_giou_aux_0: 0.4518 (0.5093)  loss_giou_aux_1: 0.4436 (0.4948)  loss_giou_aux_2: 0.4413 (0.4898)  loss_giou_aux_3: 0.4336 (0.4867)  loss_giou_aux_4: 0.4300 (0.4855)  loss_giou_aux_5: 0.5159 (0.5776)  loss_giou_dn_0: 0.5520 (0.5987)  loss_giou_dn_1: 0.4502 (0.4930)  loss_giou_dn_2: 0.4230 (0.4632)  loss_giou_dn_3: 0.4149 (0.4546)  loss_giou_dn_4: 0.4130 (0.4525)  loss_giou_dn_5: 0.4130 (0.4527)  loss_vfl: 0.7085 (0.6915)  loss_vfl_aux_0: 0.8066 (0.8065)  loss_vfl_aux_1: 0.7647 (0.7537)  loss_vfl_aux_2: 0.7020 (0.7192)  loss_vfl_aux_3: 0.7108 (0.7030)  loss_vfl_aux_4: 0.7025 (0.6951)  loss_vfl_aux_5: 0.7987 (0.7810)  loss_vfl_dn_0: 0.4559 (0.4587)  loss_vfl_dn_1: 0.3903 (0.3948)  loss_vfl_dn_2: 0.3755 (0.3788)  loss_vfl_dn_3: 0.3680 (0.3711)  loss_vfl_dn_4: 0.3639 (0.3685)  loss_vfl_dn_5: 0.3624 (0.3677)  time: 0.4681  data: 0.0140  max mem: 5654
Epoch: [33]  [3300/7393]  eta: 0:32:54  lr: 0.000010  loss: 16.3315 (16.3351)  loss_bbox: 0.1360 (0.1574)  loss_bbox_aux_0: 0.1505 (0.1700)  loss_bbox_aux_1: 0.1455 (0.1621)  loss_bbox_aux_2: 0.1444 (0.1599)  loss_bbox_aux_3: 0.1336 (0.1579)  loss_bbox_aux_4: 0.1325 (0.1574)  loss_bbox_aux_5: 0.2009 (0.2094)  loss_bbox_dn_0: 0.2526 (0.2811)  loss_bbox_dn_1: 0.1970 (0.2122)  loss_bbox_dn_2: 0.1613 (0.1895)  loss_bbox_dn_3: 0.1565 (0.1825)  loss_bbox_dn_4: 0.1579 (0.1810)  loss_bbox_dn_5: 0.1579 (0.1810)  loss_giou: 0.5113 (0.4852)  loss_giou_aux_0: 0.5288 (0.5092)  loss_giou_aux_1: 0.5103 (0.4946)  loss_giou_aux_2: 0.5077 (0.4897)  loss_giou_aux_3: 0.5044 (0.4865)  loss_giou_aux_4: 0.5120 (0.4853)  loss_giou_aux_5: 0.6201 (0.5774)  loss_giou_dn_0: 0.6238 (0.5987)  loss_giou_dn_1: 0.5287 (0.4929)  loss_giou_dn_2: 0.4945 (0.4631)  loss_giou_dn_3: 0.4832 (0.4545)  loss_giou_dn_4: 0.4802 (0.4525)  loss_giou_dn_5: 0.4802 (0.4526)  loss_vfl: 0.7051 (0.6917)  loss_vfl_aux_0: 0.8122 (0.8067)  loss_vfl_aux_1: 0.7551 (0.7539)  loss_vfl_aux_2: 0.7366 (0.7194)  loss_vfl_aux_3: 0.7087 (0.7033)  loss_vfl_aux_4: 0.7054 (0.6954)  loss_vfl_aux_5: 0.7794 (0.7813)  loss_vfl_dn_0: 0.4642 (0.4588)  loss_vfl_dn_1: 0.3941 (0.3948)  loss_vfl_dn_2: 0.3862 (0.3788)  loss_vfl_dn_3: 0.3738 (0.3711)  loss_vfl_dn_4: 0.3706 (0.3685)  loss_vfl_dn_5: 0.3689 (0.3677)  time: 0.4609  data: 0.0133  max mem: 5654
Epoch: [33]  [3400/7393]  eta: 0:32:04  lr: 0.000010  loss: 15.9346 (16.3366)  loss_bbox: 0.1413 (0.1575)  loss_bbox_aux_0: 0.1510 (0.1701)  loss_bbox_aux_1: 0.1492 (0.1621)  loss_bbox_aux_2: 0.1403 (0.1599)  loss_bbox_aux_3: 0.1426 (0.1580)  loss_bbox_aux_4: 0.1400 (0.1574)  loss_bbox_aux_5: 0.1986 (0.2094)  loss_bbox_dn_0: 0.2604 (0.2809)  loss_bbox_dn_1: 0.1992 (0.2119)  loss_bbox_dn_2: 0.1805 (0.1893)  loss_bbox_dn_3: 0.1754 (0.1822)  loss_bbox_dn_4: 0.1712 (0.1808)  loss_bbox_dn_5: 0.1711 (0.1808)  loss_giou: 0.4517 (0.4856)  loss_giou_aux_0: 0.4875 (0.5097)  loss_giou_aux_1: 0.4672 (0.4950)  loss_giou_aux_2: 0.4617 (0.4900)  loss_giou_aux_3: 0.4601 (0.4868)  loss_giou_aux_4: 0.4621 (0.4857)  loss_giou_aux_5: 0.5703 (0.5777)  loss_giou_dn_0: 0.5807 (0.5990)  loss_giou_dn_1: 0.4684 (0.4931)  loss_giou_dn_2: 0.4424 (0.4633)  loss_giou_dn_3: 0.4356 (0.4547)  loss_giou_dn_4: 0.4353 (0.4526)  loss_giou_dn_5: 0.4355 (0.4528)  loss_vfl: 0.6429 (0.6915)  loss_vfl_aux_0: 0.7902 (0.8065)  loss_vfl_aux_1: 0.7229 (0.7537)  loss_vfl_aux_2: 0.7101 (0.7193)  loss_vfl_aux_3: 0.6767 (0.7031)  loss_vfl_aux_4: 0.6494 (0.6951)  loss_vfl_aux_5: 0.7516 (0.7812)  loss_vfl_dn_0: 0.4507 (0.4588)  loss_vfl_dn_1: 0.3872 (0.3948)  loss_vfl_dn_2: 0.3746 (0.3788)  loss_vfl_dn_3: 0.3673 (0.3711)  loss_vfl_dn_4: 0.3668 (0.3685)  loss_vfl_dn_5: 0.3665 (0.3677)  time: 0.4648  data: 0.0135  max mem: 5654
Epoch: [33]  [3500/7393]  eta: 0:31:15  lr: 0.000010  loss: 16.4913 (16.3334)  loss_bbox: 0.1682 (0.1575)  loss_bbox_aux_0: 0.1734 (0.1701)  loss_bbox_aux_1: 0.1712 (0.1621)  loss_bbox_aux_2: 0.1720 (0.1599)  loss_bbox_aux_3: 0.1688 (0.1580)  loss_bbox_aux_4: 0.1681 (0.1574)  loss_bbox_aux_5: 0.2162 (0.2094)  loss_bbox_dn_0: 0.2857 (0.2808)  loss_bbox_dn_1: 0.1983 (0.2118)  loss_bbox_dn_2: 0.1917 (0.1892)  loss_bbox_dn_3: 0.1881 (0.1821)  loss_bbox_dn_4: 0.1875 (0.1807)  loss_bbox_dn_5: 0.1874 (0.1807)  loss_giou: 0.4962 (0.4857)  loss_giou_aux_0: 0.5279 (0.5098)  loss_giou_aux_1: 0.5064 (0.4952)  loss_giou_aux_2: 0.5037 (0.4902)  loss_giou_aux_3: 0.4984 (0.4870)  loss_giou_aux_4: 0.4983 (0.4858)  loss_giou_aux_5: 0.6079 (0.5779)  loss_giou_dn_0: 0.6093 (0.5991)  loss_giou_dn_1: 0.4988 (0.4931)  loss_giou_dn_2: 0.4830 (0.4633)  loss_giou_dn_3: 0.4745 (0.4547)  loss_giou_dn_4: 0.4726 (0.4527)  loss_giou_dn_5: 0.4728 (0.4529)  loss_vfl: 0.6682 (0.6910)  loss_vfl_aux_0: 0.7964 (0.8060)  loss_vfl_aux_1: 0.7279 (0.7532)  loss_vfl_aux_2: 0.7050 (0.7187)  loss_vfl_aux_3: 0.6860 (0.7026)  loss_vfl_aux_4: 0.6755 (0.6946)  loss_vfl_aux_5: 0.7577 (0.7808)  loss_vfl_dn_0: 0.4553 (0.4587)  loss_vfl_dn_1: 0.3880 (0.3947)  loss_vfl_dn_2: 0.3775 (0.3787)  loss_vfl_dn_3: 0.3707 (0.3711)  loss_vfl_dn_4: 0.3655 (0.3684)  loss_vfl_dn_5: 0.3627 (0.3676)  time: 0.4710  data: 0.0139  max mem: 5654
Epoch: [33]  [3600/7393]  eta: 0:30:25  lr: 0.000010  loss: 16.5697 (16.3250)  loss_bbox: 0.1617 (0.1575)  loss_bbox_aux_0: 0.1716 (0.1701)  loss_bbox_aux_1: 0.1633 (0.1620)  loss_bbox_aux_2: 0.1625 (0.1599)  loss_bbox_aux_3: 0.1623 (0.1579)  loss_bbox_aux_4: 0.1603 (0.1574)  loss_bbox_aux_5: 0.2119 (0.2093)  loss_bbox_dn_0: 0.2865 (0.2806)  loss_bbox_dn_1: 0.2074 (0.2116)  loss_bbox_dn_2: 0.1863 (0.1890)  loss_bbox_dn_3: 0.1811 (0.1820)  loss_bbox_dn_4: 0.1804 (0.1805)  loss_bbox_dn_5: 0.1804 (0.1805)  loss_giou: 0.4683 (0.4853)  loss_giou_aux_0: 0.4969 (0.5095)  loss_giou_aux_1: 0.4817 (0.4948)  loss_giou_aux_2: 0.4708 (0.4897)  loss_giou_aux_3: 0.4677 (0.4865)  loss_giou_aux_4: 0.4653 (0.4854)  loss_giou_aux_5: 0.5541 (0.5775)  loss_giou_dn_0: 0.6017 (0.5986)  loss_giou_dn_1: 0.4950 (0.4928)  loss_giou_dn_2: 0.4706 (0.4630)  loss_giou_dn_3: 0.4614 (0.4544)  loss_giou_dn_4: 0.4575 (0.4523)  loss_giou_dn_5: 0.4575 (0.4525)  loss_vfl: 0.6622 (0.6908)  loss_vfl_aux_0: 0.7631 (0.8056)  loss_vfl_aux_1: 0.7020 (0.7530)  loss_vfl_aux_2: 0.6806 (0.7185)  loss_vfl_aux_3: 0.6707 (0.7024)  loss_vfl_aux_4: 0.6669 (0.6944)  loss_vfl_aux_5: 0.7394 (0.7808)  loss_vfl_dn_0: 0.4596 (0.4587)  loss_vfl_dn_1: 0.3946 (0.3946)  loss_vfl_dn_2: 0.3816 (0.3786)  loss_vfl_dn_3: 0.3736 (0.3710)  loss_vfl_dn_4: 0.3709 (0.3683)  loss_vfl_dn_5: 0.3699 (0.3675)  time: 0.4619  data: 0.0135  max mem: 5654
Epoch: [33]  [3700/7393]  eta: 0:29:41  lr: 0.000010  loss: 16.4746 (16.3252)  loss_bbox: 0.1744 (0.1575)  loss_bbox_aux_0: 0.1829 (0.1701)  loss_bbox_aux_1: 0.1719 (0.1621)  loss_bbox_aux_2: 0.1701 (0.1599)  loss_bbox_aux_3: 0.1690 (0.1580)  loss_bbox_aux_4: 0.1715 (0.1575)  loss_bbox_aux_5: 0.2186 (0.2094)  loss_bbox_dn_0: 0.2848 (0.2807)  loss_bbox_dn_1: 0.2284 (0.2117)  loss_bbox_dn_2: 0.2033 (0.1891)  loss_bbox_dn_3: 0.1907 (0.1821)  loss_bbox_dn_4: 0.1872 (0.1806)  loss_bbox_dn_5: 0.1873 (0.1806)  loss_giou: 0.4234 (0.4852)  loss_giou_aux_0: 0.4774 (0.5094)  loss_giou_aux_1: 0.4287 (0.4947)  loss_giou_aux_2: 0.4239 (0.4896)  loss_giou_aux_3: 0.4166 (0.4863)  loss_giou_aux_4: 0.4270 (0.4852)  loss_giou_aux_5: 0.5119 (0.5773)  loss_giou_dn_0: 0.5721 (0.5985)  loss_giou_dn_1: 0.4624 (0.4927)  loss_giou_dn_2: 0.4242 (0.4629)  loss_giou_dn_3: 0.4162 (0.4543)  loss_giou_dn_4: 0.4170 (0.4522)  loss_giou_dn_5: 0.4174 (0.4524)  loss_vfl: 0.6908 (0.6909)  loss_vfl_aux_0: 0.8483 (0.8058)  loss_vfl_aux_1: 0.7459 (0.7530)  loss_vfl_aux_2: 0.7102 (0.7184)  loss_vfl_aux_3: 0.7310 (0.7026)  loss_vfl_aux_4: 0.7041 (0.6945)  loss_vfl_aux_5: 0.8128 (0.7810)  loss_vfl_dn_0: 0.4642 (0.4587)  loss_vfl_dn_1: 0.4024 (0.3947)  loss_vfl_dn_2: 0.3880 (0.3786)  loss_vfl_dn_3: 0.3800 (0.3710)  loss_vfl_dn_4: 0.3776 (0.3683)  loss_vfl_dn_5: 0.3775 (0.3676)  time: 0.4565  data: 0.0134  max mem: 5654
Epoch: [33]  [3800/7393]  eta: 0:28:51  lr: 0.000010  loss: 16.0833 (16.3221)  loss_bbox: 0.1582 (0.1576)  loss_bbox_aux_0: 0.1697 (0.1703)  loss_bbox_aux_1: 0.1592 (0.1621)  loss_bbox_aux_2: 0.1604 (0.1600)  loss_bbox_aux_3: 0.1534 (0.1580)  loss_bbox_aux_4: 0.1586 (0.1575)  loss_bbox_aux_5: 0.2235 (0.2094)  loss_bbox_dn_0: 0.2705 (0.2808)  loss_bbox_dn_1: 0.2232 (0.2118)  loss_bbox_dn_2: 0.2010 (0.1892)  loss_bbox_dn_3: 0.1949 (0.1821)  loss_bbox_dn_4: 0.1947 (0.1807)  loss_bbox_dn_5: 0.1945 (0.1807)  loss_giou: 0.4704 (0.4849)  loss_giou_aux_0: 0.4877 (0.5091)  loss_giou_aux_1: 0.4665 (0.4944)  loss_giou_aux_2: 0.4733 (0.4894)  loss_giou_aux_3: 0.4724 (0.4860)  loss_giou_aux_4: 0.4705 (0.4849)  loss_giou_aux_5: 0.5460 (0.5770)  loss_giou_dn_0: 0.5962 (0.5984)  loss_giou_dn_1: 0.4896 (0.4925)  loss_giou_dn_2: 0.4614 (0.4627)  loss_giou_dn_3: 0.4502 (0.4542)  loss_giou_dn_4: 0.4471 (0.4521)  loss_giou_dn_5: 0.4469 (0.4523)  loss_vfl: 0.6833 (0.6908)  loss_vfl_aux_0: 0.7861 (0.8055)  loss_vfl_aux_1: 0.7457 (0.7529)  loss_vfl_aux_2: 0.7250 (0.7183)  loss_vfl_aux_3: 0.6973 (0.7025)  loss_vfl_aux_4: 0.6838 (0.6944)  loss_vfl_aux_5: 0.7619 (0.7810)  loss_vfl_dn_0: 0.4531 (0.4587)  loss_vfl_dn_1: 0.3916 (0.3946)  loss_vfl_dn_2: 0.3769 (0.3786)  loss_vfl_dn_3: 0.3694 (0.3709)  loss_vfl_dn_4: 0.3656 (0.3683)  loss_vfl_dn_5: 0.3647 (0.3675)  time: 0.4717  data: 0.0134  max mem: 5654
Epoch: [33]  [3900/7393]  eta: 0:28:01  lr: 0.000010  loss: 16.3382 (16.3244)  loss_bbox: 0.1637 (0.1577)  loss_bbox_aux_0: 0.1629 (0.1704)  loss_bbox_aux_1: 0.1545 (0.1623)  loss_bbox_aux_2: 0.1626 (0.1601)  loss_bbox_aux_3: 0.1619 (0.1581)  loss_bbox_aux_4: 0.1606 (0.1576)  loss_bbox_aux_5: 0.1976 (0.2095)  loss_bbox_dn_0: 0.2858 (0.2809)  loss_bbox_dn_1: 0.2020 (0.2119)  loss_bbox_dn_2: 0.1842 (0.1892)  loss_bbox_dn_3: 0.1789 (0.1822)  loss_bbox_dn_4: 0.1784 (0.1807)  loss_bbox_dn_5: 0.1784 (0.1807)  loss_giou: 0.4438 (0.4849)  loss_giou_aux_0: 0.4727 (0.5091)  loss_giou_aux_1: 0.4631 (0.4944)  loss_giou_aux_2: 0.4484 (0.4894)  loss_giou_aux_3: 0.4455 (0.4860)  loss_giou_aux_4: 0.4412 (0.4849)  loss_giou_aux_5: 0.5494 (0.5770)  loss_giou_dn_0: 0.5961 (0.5984)  loss_giou_dn_1: 0.4903 (0.4925)  loss_giou_dn_2: 0.4476 (0.4627)  loss_giou_dn_3: 0.4350 (0.4541)  loss_giou_dn_4: 0.4317 (0.4520)  loss_giou_dn_5: 0.4310 (0.4522)  loss_vfl: 0.7135 (0.6910)  loss_vfl_aux_0: 0.8094 (0.8055)  loss_vfl_aux_1: 0.7754 (0.7529)  loss_vfl_aux_2: 0.7409 (0.7184)  loss_vfl_aux_3: 0.7024 (0.7026)  loss_vfl_aux_4: 0.7194 (0.6946)  loss_vfl_aux_5: 0.7874 (0.7813)  loss_vfl_dn_0: 0.4508 (0.4587)  loss_vfl_dn_1: 0.3895 (0.3946)  loss_vfl_dn_2: 0.3749 (0.3787)  loss_vfl_dn_3: 0.3684 (0.3710)  loss_vfl_dn_4: 0.3653 (0.3683)  loss_vfl_dn_5: 0.3673 (0.3675)  time: 0.4799  data: 0.0133  max mem: 5654
Epoch: [33]  [4000/7393]  eta: 0:27:12  lr: 0.000010  loss: 16.7538 (16.3272)  loss_bbox: 0.1557 (0.1577)  loss_bbox_aux_0: 0.1548 (0.1704)  loss_bbox_aux_1: 0.1542 (0.1623)  loss_bbox_aux_2: 0.1524 (0.1601)  loss_bbox_aux_3: 0.1551 (0.1581)  loss_bbox_aux_4: 0.1535 (0.1576)  loss_bbox_aux_5: 0.1921 (0.2095)  loss_bbox_dn_0: 0.2393 (0.2808)  loss_bbox_dn_1: 0.1782 (0.2119)  loss_bbox_dn_2: 0.1626 (0.1892)  loss_bbox_dn_3: 0.1532 (0.1821)  loss_bbox_dn_4: 0.1517 (0.1807)  loss_bbox_dn_5: 0.1515 (0.1807)  loss_giou: 0.5286 (0.4851)  loss_giou_aux_0: 0.5367 (0.5094)  loss_giou_aux_1: 0.5306 (0.4946)  loss_giou_aux_2: 0.5256 (0.4896)  loss_giou_aux_3: 0.5157 (0.4863)  loss_giou_aux_4: 0.5149 (0.4851)  loss_giou_aux_5: 0.6130 (0.5772)  loss_giou_dn_0: 0.6278 (0.5985)  loss_giou_dn_1: 0.5285 (0.4927)  loss_giou_dn_2: 0.4989 (0.4629)  loss_giou_dn_3: 0.4879 (0.4543)  loss_giou_dn_4: 0.4858 (0.4522)  loss_giou_dn_5: 0.4860 (0.4524)  loss_vfl: 0.6372 (0.6910)  loss_vfl_aux_0: 0.7368 (0.8056)  loss_vfl_aux_1: 0.6962 (0.7529)  loss_vfl_aux_2: 0.6625 (0.7185)  loss_vfl_aux_3: 0.6452 (0.7026)  loss_vfl_aux_4: 0.6475 (0.6947)  loss_vfl_aux_5: 0.7338 (0.7811)  loss_vfl_dn_0: 0.4562 (0.4587)  loss_vfl_dn_1: 0.3955 (0.3947)  loss_vfl_dn_2: 0.3803 (0.3787)  loss_vfl_dn_3: 0.3748 (0.3711)  loss_vfl_dn_4: 0.3728 (0.3684)  loss_vfl_dn_5: 0.3718 (0.3676)  time: 0.4671  data: 0.0134  max mem: 5654
Epoch: [33]  [4100/7393]  eta: 0:26:24  lr: 0.000010  loss: 16.2960 (16.3260)  loss_bbox: 0.1470 (0.1578)  loss_bbox_aux_0: 0.1545 (0.1705)  loss_bbox_aux_1: 0.1432 (0.1623)  loss_bbox_aux_2: 0.1421 (0.1602)  loss_bbox_aux_3: 0.1411 (0.1582)  loss_bbox_aux_4: 0.1426 (0.1577)  loss_bbox_aux_5: 0.1931 (0.2096)  loss_bbox_dn_0: 0.2550 (0.2809)  loss_bbox_dn_1: 0.1786 (0.2119)  loss_bbox_dn_2: 0.1541 (0.1892)  loss_bbox_dn_3: 0.1464 (0.1821)  loss_bbox_dn_4: 0.1438 (0.1807)  loss_bbox_dn_5: 0.1438 (0.1807)  loss_giou: 0.4967 (0.4850)  loss_giou_aux_0: 0.5135 (0.5093)  loss_giou_aux_1: 0.4951 (0.4946)  loss_giou_aux_2: 0.4965 (0.4895)  loss_giou_aux_3: 0.4921 (0.4862)  loss_giou_aux_4: 0.4969 (0.4850)  loss_giou_aux_5: 0.5844 (0.5771)  loss_giou_dn_0: 0.5773 (0.5984)  loss_giou_dn_1: 0.4748 (0.4925)  loss_giou_dn_2: 0.4454 (0.4627)  loss_giou_dn_3: 0.4402 (0.4541)  loss_giou_dn_4: 0.4380 (0.4521)  loss_giou_dn_5: 0.4383 (0.4522)  loss_vfl: 0.6793 (0.6911)  loss_vfl_aux_0: 0.7960 (0.8055)  loss_vfl_aux_1: 0.7281 (0.7527)  loss_vfl_aux_2: 0.6871 (0.7185)  loss_vfl_aux_3: 0.6946 (0.7027)  loss_vfl_aux_4: 0.6848 (0.6948)  loss_vfl_aux_5: 0.7494 (0.7812)  loss_vfl_dn_0: 0.4544 (0.4587)  loss_vfl_dn_1: 0.3932 (0.3947)  loss_vfl_dn_2: 0.3747 (0.3787)  loss_vfl_dn_3: 0.3673 (0.3711)  loss_vfl_dn_4: 0.3675 (0.3684)  loss_vfl_dn_5: 0.3670 (0.3676)  time: 0.4904  data: 0.0146  max mem: 5654
Epoch: [33]  [4200/7393]  eta: 0:25:35  lr: 0.000010  loss: 15.7975 (16.3253)  loss_bbox: 0.1654 (0.1579)  loss_bbox_aux_0: 0.1854 (0.1707)  loss_bbox_aux_1: 0.1727 (0.1625)  loss_bbox_aux_2: 0.1715 (0.1603)  loss_bbox_aux_3: 0.1681 (0.1583)  loss_bbox_aux_4: 0.1679 (0.1578)  loss_bbox_aux_5: 0.2213 (0.2097)  loss_bbox_dn_0: 0.2759 (0.2810)  loss_bbox_dn_1: 0.2105 (0.2120)  loss_bbox_dn_2: 0.1890 (0.1893)  loss_bbox_dn_3: 0.1777 (0.1823)  loss_bbox_dn_4: 0.1740 (0.1808)  loss_bbox_dn_5: 0.1747 (0.1808)  loss_giou: 0.4473 (0.4850)  loss_giou_aux_0: 0.4541 (0.5093)  loss_giou_aux_1: 0.4523 (0.4946)  loss_giou_aux_2: 0.4640 (0.4895)  loss_giou_aux_3: 0.4393 (0.4862)  loss_giou_aux_4: 0.4536 (0.4850)  loss_giou_aux_5: 0.5036 (0.5770)  loss_giou_dn_0: 0.6049 (0.5983)  loss_giou_dn_1: 0.4991 (0.4925)  loss_giou_dn_2: 0.4673 (0.4627)  loss_giou_dn_3: 0.4545 (0.4541)  loss_giou_dn_4: 0.4525 (0.4521)  loss_giou_dn_5: 0.4527 (0.4522)  loss_vfl: 0.6403 (0.6908)  loss_vfl_aux_0: 0.7458 (0.8052)  loss_vfl_aux_1: 0.7135 (0.7523)  loss_vfl_aux_2: 0.6863 (0.7181)  loss_vfl_aux_3: 0.6604 (0.7024)  loss_vfl_aux_4: 0.6419 (0.6944)  loss_vfl_aux_5: 0.7539 (0.7810)  loss_vfl_dn_0: 0.4487 (0.4586)  loss_vfl_dn_1: 0.3861 (0.3947)  loss_vfl_dn_2: 0.3702 (0.3787)  loss_vfl_dn_3: 0.3631 (0.3711)  loss_vfl_dn_4: 0.3574 (0.3684)  loss_vfl_dn_5: 0.3566 (0.3676)  time: 0.4630  data: 0.0140  max mem: 5654
Epoch: [33]  [4300/7393]  eta: 0:24:47  lr: 0.000010  loss: 16.0680 (16.3230)  loss_bbox: 0.1545 (0.1580)  loss_bbox_aux_0: 0.1616 (0.1707)  loss_bbox_aux_1: 0.1524 (0.1626)  loss_bbox_aux_2: 0.1522 (0.1604)  loss_bbox_aux_3: 0.1539 (0.1584)  loss_bbox_aux_4: 0.1545 (0.1579)  loss_bbox_aux_5: 0.2043 (0.2098)  loss_bbox_dn_0: 0.3007 (0.2814)  loss_bbox_dn_1: 0.2216 (0.2123)  loss_bbox_dn_2: 0.1947 (0.1896)  loss_bbox_dn_3: 0.1838 (0.1825)  loss_bbox_dn_4: 0.1805 (0.1811)  loss_bbox_dn_5: 0.1806 (0.1811)  loss_giou: 0.4034 (0.4845)  loss_giou_aux_0: 0.4317 (0.5086)  loss_giou_aux_1: 0.4139 (0.4940)  loss_giou_aux_2: 0.4155 (0.4890)  loss_giou_aux_3: 0.4258 (0.4856)  loss_giou_aux_4: 0.4246 (0.4845)  loss_giou_aux_5: 0.5164 (0.5763)  loss_giou_dn_0: 0.5720 (0.5980)  loss_giou_dn_1: 0.4528 (0.4922)  loss_giou_dn_2: 0.4166 (0.4624)  loss_giou_dn_3: 0.4012 (0.4539)  loss_giou_dn_4: 0.3984 (0.4518)  loss_giou_dn_5: 0.3986 (0.4520)  loss_vfl: 0.6919 (0.6908)  loss_vfl_aux_0: 0.8312 (0.8057)  loss_vfl_aux_1: 0.7645 (0.7526)  loss_vfl_aux_2: 0.7339 (0.7182)  loss_vfl_aux_3: 0.7035 (0.7025)  loss_vfl_aux_4: 0.6875 (0.6944)  loss_vfl_aux_5: 0.7704 (0.7814)  loss_vfl_dn_0: 0.4552 (0.4586)  loss_vfl_dn_1: 0.3898 (0.3946)  loss_vfl_dn_2: 0.3717 (0.3787)  loss_vfl_dn_3: 0.3647 (0.3710)  loss_vfl_dn_4: 0.3609 (0.3684)  loss_vfl_dn_5: 0.3603 (0.3676)  time: 0.4689  data: 0.0139  max mem: 5654
Epoch: [33]  [4400/7393]  eta: 0:23:58  lr: 0.000010  loss: 16.3662 (16.3249)  loss_bbox: 0.1429 (0.1579)  loss_bbox_aux_0: 0.1632 (0.1707)  loss_bbox_aux_1: 0.1544 (0.1625)  loss_bbox_aux_2: 0.1562 (0.1603)  loss_bbox_aux_3: 0.1502 (0.1583)  loss_bbox_aux_4: 0.1477 (0.1579)  loss_bbox_aux_5: 0.2068 (0.2098)  loss_bbox_dn_0: 0.2726 (0.2814)  loss_bbox_dn_1: 0.2078 (0.2123)  loss_bbox_dn_2: 0.1799 (0.1896)  loss_bbox_dn_3: 0.1717 (0.1825)  loss_bbox_dn_4: 0.1705 (0.1811)  loss_bbox_dn_5: 0.1704 (0.1811)  loss_giou: 0.4385 (0.4848)  loss_giou_aux_0: 0.4869 (0.5090)  loss_giou_aux_1: 0.4563 (0.4943)  loss_giou_aux_2: 0.4435 (0.4893)  loss_giou_aux_3: 0.4564 (0.4859)  loss_giou_aux_4: 0.4462 (0.4848)  loss_giou_aux_5: 0.5498 (0.5767)  loss_giou_dn_0: 0.5819 (0.5982)  loss_giou_dn_1: 0.4766 (0.4924)  loss_giou_dn_2: 0.4450 (0.4626)  loss_giou_dn_3: 0.4354 (0.4540)  loss_giou_dn_4: 0.4325 (0.4519)  loss_giou_dn_5: 0.4326 (0.4521)  loss_vfl: 0.7050 (0.6908)  loss_vfl_aux_0: 0.8001 (0.8056)  loss_vfl_aux_1: 0.7197 (0.7524)  loss_vfl_aux_2: 0.7054 (0.7180)  loss_vfl_aux_3: 0.7030 (0.7024)  loss_vfl_aux_4: 0.6910 (0.6943)  loss_vfl_aux_5: 0.7679 (0.7813)  loss_vfl_dn_0: 0.4466 (0.4586)  loss_vfl_dn_1: 0.3872 (0.3946)  loss_vfl_dn_2: 0.3736 (0.3786)  loss_vfl_dn_3: 0.3688 (0.3710)  loss_vfl_dn_4: 0.3664 (0.3683)  loss_vfl_dn_5: 0.3653 (0.3675)  time: 0.4804  data: 0.0138  max mem: 5654
Epoch: [33]  [4500/7393]  eta: 0:23:10  lr: 0.000010  loss: 16.5303 (16.3269)  loss_bbox: 0.1456 (0.1580)  loss_bbox_aux_0: 0.1617 (0.1707)  loss_bbox_aux_1: 0.1547 (0.1626)  loss_bbox_aux_2: 0.1520 (0.1604)  loss_bbox_aux_3: 0.1441 (0.1584)  loss_bbox_aux_4: 0.1500 (0.1579)  loss_bbox_aux_5: 0.1983 (0.2098)  loss_bbox_dn_0: 0.2620 (0.2815)  loss_bbox_dn_1: 0.1944 (0.2124)  loss_bbox_dn_2: 0.1797 (0.1897)  loss_bbox_dn_3: 0.1735 (0.1827)  loss_bbox_dn_4: 0.1733 (0.1812)  loss_bbox_dn_5: 0.1734 (0.1812)  loss_giou: 0.4848 (0.4847)  loss_giou_aux_0: 0.5109 (0.5089)  loss_giou_aux_1: 0.4972 (0.4943)  loss_giou_aux_2: 0.4911 (0.4893)  loss_giou_aux_3: 0.4914 (0.4860)  loss_giou_aux_4: 0.4924 (0.4847)  loss_giou_aux_5: 0.5729 (0.5766)  loss_giou_dn_0: 0.6078 (0.5983)  loss_giou_dn_1: 0.4963 (0.4925)  loss_giou_dn_2: 0.4617 (0.4627)  loss_giou_dn_3: 0.4552 (0.4541)  loss_giou_dn_4: 0.4542 (0.4520)  loss_giou_dn_5: 0.4544 (0.4522)  loss_vfl: 0.6942 (0.6910)  loss_vfl_aux_0: 0.7934 (0.8055)  loss_vfl_aux_1: 0.7359 (0.7524)  loss_vfl_aux_2: 0.7174 (0.7181)  loss_vfl_aux_3: 0.7079 (0.7024)  loss_vfl_aux_4: 0.6861 (0.6945)  loss_vfl_aux_5: 0.7923 (0.7813)  loss_vfl_dn_0: 0.4636 (0.4586)  loss_vfl_dn_1: 0.3956 (0.3946)  loss_vfl_dn_2: 0.3832 (0.3787)  loss_vfl_dn_3: 0.3728 (0.3710)  loss_vfl_dn_4: 0.3694 (0.3683)  loss_vfl_dn_5: 0.3685 (0.3675)  time: 0.4753  data: 0.0147  max mem: 5654
Epoch: [33]  [4600/7393]  eta: 0:22:21  lr: 0.000010  loss: 16.1564 (16.3220)  loss_bbox: 0.1568 (0.1580)  loss_bbox_aux_0: 0.1766 (0.1707)  loss_bbox_aux_1: 0.1602 (0.1626)  loss_bbox_aux_2: 0.1630 (0.1604)  loss_bbox_aux_3: 0.1560 (0.1584)  loss_bbox_aux_4: 0.1547 (0.1579)  loss_bbox_aux_5: 0.2096 (0.2098)  loss_bbox_dn_0: 0.2786 (0.2816)  loss_bbox_dn_1: 0.1942 (0.2124)  loss_bbox_dn_2: 0.1725 (0.1898)  loss_bbox_dn_3: 0.1677 (0.1827)  loss_bbox_dn_4: 0.1684 (0.1812)  loss_bbox_dn_5: 0.1684 (0.1812)  loss_giou: 0.4481 (0.4843)  loss_giou_aux_0: 0.4718 (0.5086)  loss_giou_aux_1: 0.4518 (0.4939)  loss_giou_aux_2: 0.4533 (0.4889)  loss_giou_aux_3: 0.4494 (0.4855)  loss_giou_aux_4: 0.4481 (0.4843)  loss_giou_aux_5: 0.5382 (0.5762)  loss_giou_dn_0: 0.5681 (0.5980)  loss_giou_dn_1: 0.4683 (0.4922)  loss_giou_dn_2: 0.4391 (0.4624)  loss_giou_dn_3: 0.4308 (0.4538)  loss_giou_dn_4: 0.4277 (0.4517)  loss_giou_dn_5: 0.4271 (0.4519)  loss_vfl: 0.6925 (0.6910)  loss_vfl_aux_0: 0.8096 (0.8055)  loss_vfl_aux_1: 0.7384 (0.7524)  loss_vfl_aux_2: 0.7004 (0.7181)  loss_vfl_aux_3: 0.6996 (0.7024)  loss_vfl_aux_4: 0.6900 (0.6944)  loss_vfl_aux_5: 0.7901 (0.7815)  loss_vfl_dn_0: 0.4586 (0.4586)  loss_vfl_dn_1: 0.3962 (0.3945)  loss_vfl_dn_2: 0.3784 (0.3786)  loss_vfl_dn_3: 0.3708 (0.3709)  loss_vfl_dn_4: 0.3694 (0.3683)  loss_vfl_dn_5: 0.3681 (0.3675)  time: 0.4753  data: 0.0142  max mem: 5654
Epoch: [33]  [4700/7393]  eta: 0:21:33  lr: 0.000010  loss: 16.4630 (16.3210)  loss_bbox: 0.1396 (0.1579)  loss_bbox_aux_0: 0.1524 (0.1707)  loss_bbox_aux_1: 0.1449 (0.1625)  loss_bbox_aux_2: 0.1444 (0.1603)  loss_bbox_aux_3: 0.1402 (0.1583)  loss_bbox_aux_4: 0.1403 (0.1578)  loss_bbox_aux_5: 0.1742 (0.2097)  loss_bbox_dn_0: 0.2229 (0.2814)  loss_bbox_dn_1: 0.1728 (0.2122)  loss_bbox_dn_2: 0.1651 (0.1896)  loss_bbox_dn_3: 0.1621 (0.1825)  loss_bbox_dn_4: 0.1585 (0.1811)  loss_bbox_dn_5: 0.1583 (0.1811)  loss_giou: 0.5141 (0.4843)  loss_giou_aux_0: 0.5424 (0.5086)  loss_giou_aux_1: 0.5124 (0.4939)  loss_giou_aux_2: 0.5199 (0.4889)  loss_giou_aux_3: 0.5105 (0.4856)  loss_giou_aux_4: 0.5124 (0.4843)  loss_giou_aux_5: 0.6052 (0.5763)  loss_giou_dn_0: 0.6124 (0.5980)  loss_giou_dn_1: 0.4996 (0.4921)  loss_giou_dn_2: 0.4697 (0.4624)  loss_giou_dn_3: 0.4615 (0.4538)  loss_giou_dn_4: 0.4595 (0.4517)  loss_giou_dn_5: 0.4595 (0.4519)  loss_vfl: 0.6719 (0.6910)  loss_vfl_aux_0: 0.7664 (0.8056)  loss_vfl_aux_1: 0.7081 (0.7524)  loss_vfl_aux_2: 0.6904 (0.7181)  loss_vfl_aux_3: 0.6855 (0.7024)  loss_vfl_aux_4: 0.6825 (0.6945)  loss_vfl_aux_5: 0.7570 (0.7814)  loss_vfl_dn_0: 0.4590 (0.4586)  loss_vfl_dn_1: 0.3932 (0.3946)  loss_vfl_dn_2: 0.3794 (0.3786)  loss_vfl_dn_3: 0.3731 (0.3710)  loss_vfl_dn_4: 0.3700 (0.3683)  loss_vfl_dn_5: 0.3686 (0.3675)  time: 0.4629  data: 0.0144  max mem: 5654
Epoch: [33]  [4800/7393]  eta: 0:20:44  lr: 0.000010  loss: 16.0714 (16.3213)  loss_bbox: 0.1426 (0.1579)  loss_bbox_aux_0: 0.1592 (0.1707)  loss_bbox_aux_1: 0.1408 (0.1625)  loss_bbox_aux_2: 0.1461 (0.1604)  loss_bbox_aux_3: 0.1430 (0.1584)  loss_bbox_aux_4: 0.1369 (0.1579)  loss_bbox_aux_5: 0.1902 (0.2096)  loss_bbox_dn_0: 0.2598 (0.2814)  loss_bbox_dn_1: 0.1968 (0.2123)  loss_bbox_dn_2: 0.1739 (0.1896)  loss_bbox_dn_3: 0.1642 (0.1825)  loss_bbox_dn_4: 0.1628 (0.1811)  loss_bbox_dn_5: 0.1628 (0.1811)  loss_giou: 0.4413 (0.4843)  loss_giou_aux_0: 0.4698 (0.5086)  loss_giou_aux_1: 0.4691 (0.4940)  loss_giou_aux_2: 0.4624 (0.4889)  loss_giou_aux_3: 0.4419 (0.4855)  loss_giou_aux_4: 0.4413 (0.4843)  loss_giou_aux_5: 0.5253 (0.5762)  loss_giou_dn_0: 0.5918 (0.5981)  loss_giou_dn_1: 0.4882 (0.4922)  loss_giou_dn_2: 0.4608 (0.4624)  loss_giou_dn_3: 0.4535 (0.4538)  loss_giou_dn_4: 0.4513 (0.4517)  loss_giou_dn_5: 0.4513 (0.4519)  loss_vfl: 0.6800 (0.6912)  loss_vfl_aux_0: 0.7819 (0.8054)  loss_vfl_aux_1: 0.7119 (0.7524)  loss_vfl_aux_2: 0.6951 (0.7181)  loss_vfl_aux_3: 0.6805 (0.7025)  loss_vfl_aux_4: 0.6739 (0.6947)  loss_vfl_aux_5: 0.7742 (0.7814)  loss_vfl_dn_0: 0.4483 (0.4585)  loss_vfl_dn_1: 0.3886 (0.3945)  loss_vfl_dn_2: 0.3730 (0.3786)  loss_vfl_dn_3: 0.3620 (0.3710)  loss_vfl_dn_4: 0.3597 (0.3683)  loss_vfl_dn_5: 0.3566 (0.3675)  time: 0.4791  data: 0.0142  max mem: 5654
Epoch: [33]  [4900/7393]  eta: 0:19:56  lr: 0.000010  loss: 16.0998 (16.3186)  loss_bbox: 0.1375 (0.1579)  loss_bbox_aux_0: 0.1510 (0.1707)  loss_bbox_aux_1: 0.1454 (0.1625)  loss_bbox_aux_2: 0.1441 (0.1604)  loss_bbox_aux_3: 0.1369 (0.1583)  loss_bbox_aux_4: 0.1379 (0.1578)  loss_bbox_aux_5: 0.1847 (0.2097)  loss_bbox_dn_0: 0.2582 (0.2817)  loss_bbox_dn_1: 0.1895 (0.2125)  loss_bbox_dn_2: 0.1762 (0.1898)  loss_bbox_dn_3: 0.1759 (0.1827)  loss_bbox_dn_4: 0.1771 (0.1813)  loss_bbox_dn_5: 0.1773 (0.1813)  loss_giou: 0.5079 (0.4836)  loss_giou_aux_0: 0.5230 (0.5080)  loss_giou_aux_1: 0.5219 (0.4933)  loss_giou_aux_2: 0.5085 (0.4883)  loss_giou_aux_3: 0.5093 (0.4849)  loss_giou_aux_4: 0.5090 (0.4837)  loss_giou_aux_5: 0.5857 (0.5757)  loss_giou_dn_0: 0.6056 (0.5978)  loss_giou_dn_1: 0.4913 (0.4919)  loss_giou_dn_2: 0.4620 (0.4621)  loss_giou_dn_3: 0.4553 (0.4535)  loss_giou_dn_4: 0.4521 (0.4514)  loss_giou_dn_5: 0.4526 (0.4516)  loss_vfl: 0.6890 (0.6916)  loss_vfl_aux_0: 0.7743 (0.8057)  loss_vfl_aux_1: 0.7484 (0.7528)  loss_vfl_aux_2: 0.7013 (0.7183)  loss_vfl_aux_3: 0.6954 (0.7029)  loss_vfl_aux_4: 0.6910 (0.6951)  loss_vfl_aux_5: 0.7685 (0.7818)  loss_vfl_dn_0: 0.4587 (0.4586)  loss_vfl_dn_1: 0.3979 (0.3945)  loss_vfl_dn_2: 0.3869 (0.3786)  loss_vfl_dn_3: 0.3819 (0.3709)  loss_vfl_dn_4: 0.3773 (0.3683)  loss_vfl_dn_5: 0.3750 (0.3675)  time: 0.4698  data: 0.0145  max mem: 5654
Epoch: [33]  [5000/7393]  eta: 0:19:08  lr: 0.000010  loss: 16.1203 (16.3158)  loss_bbox: 0.1392 (0.1580)  loss_bbox_aux_0: 0.1520 (0.1709)  loss_bbox_aux_1: 0.1480 (0.1627)  loss_bbox_aux_2: 0.1401 (0.1605)  loss_bbox_aux_3: 0.1433 (0.1584)  loss_bbox_aux_4: 0.1381 (0.1580)  loss_bbox_aux_5: 0.1981 (0.2099)  loss_bbox_dn_0: 0.2431 (0.2818)  loss_bbox_dn_1: 0.1776 (0.2125)  loss_bbox_dn_2: 0.1628 (0.1898)  loss_bbox_dn_3: 0.1576 (0.1828)  loss_bbox_dn_4: 0.1560 (0.1813)  loss_bbox_dn_5: 0.1560 (0.1813)  loss_giou: 0.4586 (0.4833)  loss_giou_aux_0: 0.4905 (0.5078)  loss_giou_aux_1: 0.4778 (0.4931)  loss_giou_aux_2: 0.4638 (0.4881)  loss_giou_aux_3: 0.4623 (0.4846)  loss_giou_aux_4: 0.4587 (0.4834)  loss_giou_aux_5: 0.5726 (0.5755)  loss_giou_dn_0: 0.5759 (0.5975)  loss_giou_dn_1: 0.4824 (0.4916)  loss_giou_dn_2: 0.4540 (0.4618)  loss_giou_dn_3: 0.4489 (0.4533)  loss_giou_dn_4: 0.4469 (0.4512)  loss_giou_dn_5: 0.4474 (0.4514)  loss_vfl: 0.6718 (0.6915)  loss_vfl_aux_0: 0.7664 (0.8055)  loss_vfl_aux_1: 0.7375 (0.7526)  loss_vfl_aux_2: 0.7194 (0.7181)  loss_vfl_aux_3: 0.6917 (0.7028)  loss_vfl_aux_4: 0.6760 (0.6949)  loss_vfl_aux_5: 0.7414 (0.7817)  loss_vfl_dn_0: 0.4535 (0.4586)  loss_vfl_dn_1: 0.3943 (0.3945)  loss_vfl_dn_2: 0.3749 (0.3786)  loss_vfl_dn_3: 0.3688 (0.3709)  loss_vfl_dn_4: 0.3623 (0.3682)  loss_vfl_dn_5: 0.3617 (0.3674)  time: 0.4837  data: 0.0143  max mem: 5654
Epoch: [33]  [5100/7393]  eta: 0:18:20  lr: 0.000010  loss: 16.5453 (16.3135)  loss_bbox: 0.1713 (0.1581)  loss_bbox_aux_0: 0.1873 (0.1711)  loss_bbox_aux_1: 0.1818 (0.1628)  loss_bbox_aux_2: 0.1765 (0.1606)  loss_bbox_aux_3: 0.1713 (0.1586)  loss_bbox_aux_4: 0.1669 (0.1581)  loss_bbox_aux_5: 0.2336 (0.2101)  loss_bbox_dn_0: 0.2733 (0.2819)  loss_bbox_dn_1: 0.2094 (0.2126)  loss_bbox_dn_2: 0.1825 (0.1899)  loss_bbox_dn_3: 0.1738 (0.1828)  loss_bbox_dn_4: 0.1701 (0.1814)  loss_bbox_dn_5: 0.1700 (0.1814)  loss_giou: 0.4897 (0.4832)  loss_giou_aux_0: 0.5172 (0.5078)  loss_giou_aux_1: 0.4910 (0.4930)  loss_giou_aux_2: 0.4752 (0.4880)  loss_giou_aux_3: 0.4792 (0.4846)  loss_giou_aux_4: 0.4790 (0.4833)  loss_giou_aux_5: 0.5755 (0.5755)  loss_giou_dn_0: 0.5907 (0.5975)  loss_giou_dn_1: 0.4916 (0.4916)  loss_giou_dn_2: 0.4614 (0.4618)  loss_giou_dn_3: 0.4529 (0.4532)  loss_giou_dn_4: 0.4532 (0.4511)  loss_giou_dn_5: 0.4538 (0.4513)  loss_vfl: 0.6720 (0.6912)  loss_vfl_aux_0: 0.7676 (0.8052)  loss_vfl_aux_1: 0.7238 (0.7523)  loss_vfl_aux_2: 0.6879 (0.7177)  loss_vfl_aux_3: 0.6811 (0.7023)  loss_vfl_aux_4: 0.6747 (0.6946)  loss_vfl_aux_5: 0.7490 (0.7813)  loss_vfl_dn_0: 0.4502 (0.4585)  loss_vfl_dn_1: 0.3966 (0.3944)  loss_vfl_dn_2: 0.3846 (0.3785)  loss_vfl_dn_3: 0.3735 (0.3708)  loss_vfl_dn_4: 0.3723 (0.3681)  loss_vfl_dn_5: 0.3735 (0.3673)  time: 0.4672  data: 0.0142  max mem: 5654
Epoch: [33]  [5200/7393]  eta: 0:17:34  lr: 0.000010  loss: 16.6669 (16.3133)  loss_bbox: 0.1709 (0.1583)  loss_bbox_aux_0: 0.1737 (0.1712)  loss_bbox_aux_1: 0.1656 (0.1630)  loss_bbox_aux_2: 0.1714 (0.1608)  loss_bbox_aux_3: 0.1695 (0.1588)  loss_bbox_aux_4: 0.1705 (0.1583)  loss_bbox_aux_5: 0.2070 (0.2102)  loss_bbox_dn_0: 0.2705 (0.2821)  loss_bbox_dn_1: 0.2021 (0.2127)  loss_bbox_dn_2: 0.1808 (0.1900)  loss_bbox_dn_3: 0.1749 (0.1829)  loss_bbox_dn_4: 0.1745 (0.1814)  loss_bbox_dn_5: 0.1745 (0.1815)  loss_giou: 0.4784 (0.4833)  loss_giou_aux_0: 0.5024 (0.5078)  loss_giou_aux_1: 0.4875 (0.4930)  loss_giou_aux_2: 0.4820 (0.4880)  loss_giou_aux_3: 0.4815 (0.4846)  loss_giou_aux_4: 0.4789 (0.4834)  loss_giou_aux_5: 0.5391 (0.5755)  loss_giou_dn_0: 0.6107 (0.5975)  loss_giou_dn_1: 0.4892 (0.4915)  loss_giou_dn_2: 0.4534 (0.4617)  loss_giou_dn_3: 0.4371 (0.4531)  loss_giou_dn_4: 0.4332 (0.4510)  loss_giou_dn_5: 0.4334 (0.4512)  loss_vfl: 0.7023 (0.6910)  loss_vfl_aux_0: 0.8161 (0.8050)  loss_vfl_aux_1: 0.7661 (0.7520)  loss_vfl_aux_2: 0.7547 (0.7175)  loss_vfl_aux_3: 0.7276 (0.7021)  loss_vfl_aux_4: 0.7122 (0.6944)  loss_vfl_aux_5: 0.7977 (0.7813)  loss_vfl_dn_0: 0.4669 (0.4584)  loss_vfl_dn_1: 0.4043 (0.3943)  loss_vfl_dn_2: 0.3844 (0.3784)  loss_vfl_dn_3: 0.3751 (0.3707)  loss_vfl_dn_4: 0.3746 (0.3681)  loss_vfl_dn_5: 0.3747 (0.3673)  time: 0.7532  data: 0.0142  max mem: 5654
Epoch: [33]  [5300/7393]  eta: 0:16:46  lr: 0.000010  loss: 15.8311 (16.3148)  loss_bbox: 0.1455 (0.1583)  loss_bbox_aux_0: 0.1685 (0.1712)  loss_bbox_aux_1: 0.1565 (0.1629)  loss_bbox_aux_2: 0.1548 (0.1608)  loss_bbox_aux_3: 0.1485 (0.1588)  loss_bbox_aux_4: 0.1456 (0.1583)  loss_bbox_aux_5: 0.2069 (0.2102)  loss_bbox_dn_0: 0.2701 (0.2821)  loss_bbox_dn_1: 0.2156 (0.2127)  loss_bbox_dn_2: 0.1934 (0.1900)  loss_bbox_dn_3: 0.1830 (0.1829)  loss_bbox_dn_4: 0.1819 (0.1815)  loss_bbox_dn_5: 0.1812 (0.1815)  loss_giou: 0.4465 (0.4833)  loss_giou_aux_0: 0.4674 (0.5079)  loss_giou_aux_1: 0.4587 (0.4931)  loss_giou_aux_2: 0.4443 (0.4881)  loss_giou_aux_3: 0.4453 (0.4847)  loss_giou_aux_4: 0.4493 (0.4834)  loss_giou_aux_5: 0.5326 (0.5756)  loss_giou_dn_0: 0.5844 (0.5975)  loss_giou_dn_1: 0.4939 (0.4916)  loss_giou_dn_2: 0.4615 (0.4618)  loss_giou_dn_3: 0.4573 (0.4532)  loss_giou_dn_4: 0.4532 (0.4511)  loss_giou_dn_5: 0.4531 (0.4513)  loss_vfl: 0.6859 (0.6911)  loss_vfl_aux_0: 0.7980 (0.8049)  loss_vfl_aux_1: 0.7419 (0.7520)  loss_vfl_aux_2: 0.6992 (0.7176)  loss_vfl_aux_3: 0.6933 (0.7021)  loss_vfl_aux_4: 0.6880 (0.6944)  loss_vfl_aux_5: 0.7640 (0.7814)  loss_vfl_dn_0: 0.4553 (0.4585)  loss_vfl_dn_1: 0.3929 (0.3944)  loss_vfl_dn_2: 0.3761 (0.3784)  loss_vfl_dn_3: 0.3674 (0.3708)  loss_vfl_dn_4: 0.3656 (0.3681)  loss_vfl_dn_5: 0.3666 (0.3673)  time: 0.4813  data: 0.0139  max mem: 5654
Epoch: [33]  [5400/7393]  eta: 0:15:58  lr: 0.000010  loss: 15.7729 (16.3129)  loss_bbox: 0.1460 (0.1582)  loss_bbox_aux_0: 0.1613 (0.1712)  loss_bbox_aux_1: 0.1510 (0.1628)  loss_bbox_aux_2: 0.1454 (0.1607)  loss_bbox_aux_3: 0.1437 (0.1587)  loss_bbox_aux_4: 0.1447 (0.1582)  loss_bbox_aux_5: 0.1979 (0.2101)  loss_bbox_dn_0: 0.2707 (0.2820)  loss_bbox_dn_1: 0.2100 (0.2126)  loss_bbox_dn_2: 0.1901 (0.1899)  loss_bbox_dn_3: 0.1838 (0.1828)  loss_bbox_dn_4: 0.1786 (0.1814)  loss_bbox_dn_5: 0.1786 (0.1814)  loss_giou: 0.4460 (0.4833)  loss_giou_aux_0: 0.4695 (0.5078)  loss_giou_aux_1: 0.4418 (0.4930)  loss_giou_aux_2: 0.4409 (0.4880)  loss_giou_aux_3: 0.4411 (0.4846)  loss_giou_aux_4: 0.4401 (0.4834)  loss_giou_aux_5: 0.5538 (0.5755)  loss_giou_dn_0: 0.5480 (0.5975)  loss_giou_dn_1: 0.4467 (0.4915)  loss_giou_dn_2: 0.4154 (0.4617)  loss_giou_dn_3: 0.4062 (0.4531)  loss_giou_dn_4: 0.4062 (0.4510)  loss_giou_dn_5: 0.4067 (0.4512)  loss_vfl: 0.6812 (0.6911)  loss_vfl_aux_0: 0.7695 (0.8049)  loss_vfl_aux_1: 0.7314 (0.7521)  loss_vfl_aux_2: 0.7043 (0.7177)  loss_vfl_aux_3: 0.6853 (0.7022)  loss_vfl_aux_4: 0.6851 (0.6945)  loss_vfl_aux_5: 0.7729 (0.7814)  loss_vfl_dn_0: 0.4535 (0.4585)  loss_vfl_dn_1: 0.3947 (0.3943)  loss_vfl_dn_2: 0.3757 (0.3784)  loss_vfl_dn_3: 0.3675 (0.3707)  loss_vfl_dn_4: 0.3621 (0.3681)  loss_vfl_dn_5: 0.3629 (0.3673)  time: 0.4766  data: 0.0148  max mem: 5654
Epoch: [33]  [5500/7393]  eta: 0:15:09  lr: 0.000010  loss: 16.0309 (16.3094)  loss_bbox: 0.1406 (0.1583)  loss_bbox_aux_0: 0.1553 (0.1712)  loss_bbox_aux_1: 0.1433 (0.1629)  loss_bbox_aux_2: 0.1405 (0.1608)  loss_bbox_aux_3: 0.1384 (0.1587)  loss_bbox_aux_4: 0.1393 (0.1582)  loss_bbox_aux_5: 0.1921 (0.2102)  loss_bbox_dn_0: 0.2574 (0.2821)  loss_bbox_dn_1: 0.1745 (0.2127)  loss_bbox_dn_2: 0.1566 (0.1899)  loss_bbox_dn_3: 0.1536 (0.1829)  loss_bbox_dn_4: 0.1520 (0.1814)  loss_bbox_dn_5: 0.1520 (0.1814)  loss_giou: 0.4750 (0.4830)  loss_giou_aux_0: 0.5096 (0.5077)  loss_giou_aux_1: 0.4731 (0.4928)  loss_giou_aux_2: 0.4785 (0.4878)  loss_giou_aux_3: 0.4727 (0.4844)  loss_giou_aux_4: 0.4755 (0.4831)  loss_giou_aux_5: 0.5729 (0.5753)  loss_giou_dn_0: 0.5795 (0.5973)  loss_giou_dn_1: 0.4685 (0.4913)  loss_giou_dn_2: 0.4333 (0.4614)  loss_giou_dn_3: 0.4282 (0.4529)  loss_giou_dn_4: 0.4245 (0.4508)  loss_giou_dn_5: 0.4247 (0.4510)  loss_vfl: 0.6813 (0.6910)  loss_vfl_aux_0: 0.7763 (0.8047)  loss_vfl_aux_1: 0.7143 (0.7519)  loss_vfl_aux_2: 0.7033 (0.7175)  loss_vfl_aux_3: 0.6767 (0.7020)  loss_vfl_aux_4: 0.6813 (0.6944)  loss_vfl_aux_5: 0.7418 (0.7813)  loss_vfl_dn_0: 0.4555 (0.4585)  loss_vfl_dn_1: 0.3926 (0.3943)  loss_vfl_dn_2: 0.3776 (0.3784)  loss_vfl_dn_3: 0.3671 (0.3707)  loss_vfl_dn_4: 0.3637 (0.3680)  loss_vfl_dn_5: 0.3623 (0.3673)  time: 0.4790  data: 0.0141  max mem: 5654
Epoch: [33]  [5600/7393]  eta: 0:14:25  lr: 0.000010  loss: 16.5357 (16.3130)  loss_bbox: 0.1581 (0.1583)  loss_bbox_aux_0: 0.1722 (0.1713)  loss_bbox_aux_1: 0.1591 (0.1629)  loss_bbox_aux_2: 0.1639 (0.1608)  loss_bbox_aux_3: 0.1600 (0.1588)  loss_bbox_aux_4: 0.1584 (0.1583)  loss_bbox_aux_5: 0.2192 (0.2103)  loss_bbox_dn_0: 0.2831 (0.2821)  loss_bbox_dn_1: 0.2064 (0.2127)  loss_bbox_dn_2: 0.1803 (0.1899)  loss_bbox_dn_3: 0.1733 (0.1828)  loss_bbox_dn_4: 0.1728 (0.1814)  loss_bbox_dn_5: 0.1728 (0.1814)  loss_giou: 0.4854 (0.4832)  loss_giou_aux_0: 0.4961 (0.5079)  loss_giou_aux_1: 0.4871 (0.4930)  loss_giou_aux_2: 0.4908 (0.4880)  loss_giou_aux_3: 0.4904 (0.4846)  loss_giou_aux_4: 0.4837 (0.4833)  loss_giou_aux_5: 0.5648 (0.5756)  loss_giou_dn_0: 0.6085 (0.5974)  loss_giou_dn_1: 0.5097 (0.4914)  loss_giou_dn_2: 0.4825 (0.4615)  loss_giou_dn_3: 0.4771 (0.4530)  loss_giou_dn_4: 0.4761 (0.4509)  loss_giou_dn_5: 0.4763 (0.4511)  loss_vfl: 0.7187 (0.6912)  loss_vfl_aux_0: 0.8081 (0.8048)  loss_vfl_aux_1: 0.7645 (0.7521)  loss_vfl_aux_2: 0.7509 (0.7176)  loss_vfl_aux_3: 0.7406 (0.7023)  loss_vfl_aux_4: 0.7280 (0.6946)  loss_vfl_aux_5: 0.7934 (0.7814)  loss_vfl_dn_0: 0.4609 (0.4585)  loss_vfl_dn_1: 0.3952 (0.3943)  loss_vfl_dn_2: 0.3799 (0.3784)  loss_vfl_dn_3: 0.3744 (0.3707)  loss_vfl_dn_4: 0.3720 (0.3680)  loss_vfl_dn_5: 0.3706 (0.3672)  time: 0.7591  data: 0.0151  max mem: 5654
Epoch: [33]  [5700/7393]  eta: 0:13:36  lr: 0.000010  loss: 16.4971 (16.3081)  loss_bbox: 0.1445 (0.1583)  loss_bbox_aux_0: 0.1795 (0.1714)  loss_bbox_aux_1: 0.1546 (0.1630)  loss_bbox_aux_2: 0.1487 (0.1608)  loss_bbox_aux_3: 0.1491 (0.1587)  loss_bbox_aux_4: 0.1438 (0.1582)  loss_bbox_aux_5: 0.2128 (0.2103)  loss_bbox_dn_0: 0.2726 (0.2821)  loss_bbox_dn_1: 0.2124 (0.2127)  loss_bbox_dn_2: 0.1881 (0.1899)  loss_bbox_dn_3: 0.1825 (0.1829)  loss_bbox_dn_4: 0.1826 (0.1814)  loss_bbox_dn_5: 0.1826 (0.1814)  loss_giou: 0.4704 (0.4826)  loss_giou_aux_0: 0.4998 (0.5073)  loss_giou_aux_1: 0.4819 (0.4924)  loss_giou_aux_2: 0.4715 (0.4874)  loss_giou_aux_3: 0.4712 (0.4839)  loss_giou_aux_4: 0.4705 (0.4827)  loss_giou_aux_5: 0.5900 (0.5750)  loss_giou_dn_0: 0.6078 (0.5971)  loss_giou_dn_1: 0.5007 (0.4911)  loss_giou_dn_2: 0.4644 (0.4612)  loss_giou_dn_3: 0.4553 (0.4526)  loss_giou_dn_4: 0.4542 (0.4506)  loss_giou_dn_5: 0.4550 (0.4507)  loss_vfl: 0.6989 (0.6915)  loss_vfl_aux_0: 0.8113 (0.8049)  loss_vfl_aux_1: 0.7516 (0.7522)  loss_vfl_aux_2: 0.7259 (0.7179)  loss_vfl_aux_3: 0.7035 (0.7025)  loss_vfl_aux_4: 0.7028 (0.6949)  loss_vfl_aux_5: 0.7824 (0.7816)  loss_vfl_dn_0: 0.4539 (0.4585)  loss_vfl_dn_1: 0.3988 (0.3943)  loss_vfl_dn_2: 0.3834 (0.3783)  loss_vfl_dn_3: 0.3767 (0.3706)  loss_vfl_dn_4: 0.3714 (0.3680)  loss_vfl_dn_5: 0.3692 (0.3672)  time: 0.4780  data: 0.0139  max mem: 5654
Epoch: [33]  [5800/7393]  eta: 0:12:48  lr: 0.000010  loss: 16.2360 (16.3055)  loss_bbox: 0.1487 (0.1582)  loss_bbox_aux_0: 0.1666 (0.1713)  loss_bbox_aux_1: 0.1639 (0.1629)  loss_bbox_aux_2: 0.1420 (0.1607)  loss_bbox_aux_3: 0.1499 (0.1587)  loss_bbox_aux_4: 0.1487 (0.1582)  loss_bbox_aux_5: 0.2067 (0.2103)  loss_bbox_dn_0: 0.2645 (0.2820)  loss_bbox_dn_1: 0.1850 (0.2126)  loss_bbox_dn_2: 0.1613 (0.1898)  loss_bbox_dn_3: 0.1578 (0.1827)  loss_bbox_dn_4: 0.1544 (0.1813)  loss_bbox_dn_5: 0.1544 (0.1813)  loss_giou: 0.4867 (0.4826)  loss_giou_aux_0: 0.5125 (0.5073)  loss_giou_aux_1: 0.4997 (0.4924)  loss_giou_aux_2: 0.4889 (0.4873)  loss_giou_aux_3: 0.4892 (0.4839)  loss_giou_aux_4: 0.4868 (0.4827)  loss_giou_aux_5: 0.6111 (0.5750)  loss_giou_dn_0: 0.6158 (0.5970)  loss_giou_dn_1: 0.4881 (0.4910)  loss_giou_dn_2: 0.4490 (0.4611)  loss_giou_dn_3: 0.4337 (0.4525)  loss_giou_dn_4: 0.4298 (0.4505)  loss_giou_dn_5: 0.4298 (0.4507)  loss_vfl: 0.6608 (0.6913)  loss_vfl_aux_0: 0.7469 (0.8048)  loss_vfl_aux_1: 0.7176 (0.7521)  loss_vfl_aux_2: 0.6646 (0.7179)  loss_vfl_aux_3: 0.6662 (0.7024)  loss_vfl_aux_4: 0.6635 (0.6948)  loss_vfl_aux_5: 0.7367 (0.7816)  loss_vfl_dn_0: 0.4539 (0.4585)  loss_vfl_dn_1: 0.3839 (0.3943)  loss_vfl_dn_2: 0.3711 (0.3783)  loss_vfl_dn_3: 0.3626 (0.3706)  loss_vfl_dn_4: 0.3619 (0.3679)  loss_vfl_dn_5: 0.3623 (0.3671)  time: 0.4685  data: 0.0140  max mem: 5654
Epoch: [33]  [5900/7393]  eta: 0:12:00  lr: 0.000010  loss: 17.1233 (16.3059)  loss_bbox: 0.1611 (0.1583)  loss_bbox_aux_0: 0.1681 (0.1713)  loss_bbox_aux_1: 0.1692 (0.1629)  loss_bbox_aux_2: 0.1614 (0.1608)  loss_bbox_aux_3: 0.1586 (0.1587)  loss_bbox_aux_4: 0.1606 (0.1582)  loss_bbox_aux_5: 0.2074 (0.2103)  loss_bbox_dn_0: 0.2792 (0.2821)  loss_bbox_dn_1: 0.2166 (0.2126)  loss_bbox_dn_2: 0.2004 (0.1898)  loss_bbox_dn_3: 0.1860 (0.1828)  loss_bbox_dn_4: 0.1858 (0.1813)  loss_bbox_dn_5: 0.1858 (0.1813)  loss_giou: 0.4398 (0.4825)  loss_giou_aux_0: 0.4654 (0.5072)  loss_giou_aux_1: 0.4646 (0.4923)  loss_giou_aux_2: 0.4550 (0.4872)  loss_giou_aux_3: 0.4377 (0.4838)  loss_giou_aux_4: 0.4359 (0.4826)  loss_giou_aux_5: 0.5287 (0.5749)  loss_giou_dn_0: 0.5651 (0.5969)  loss_giou_dn_1: 0.4569 (0.4909)  loss_giou_dn_2: 0.4340 (0.4610)  loss_giou_dn_3: 0.4265 (0.4525)  loss_giou_dn_4: 0.4253 (0.4504)  loss_giou_dn_5: 0.4252 (0.4506)  loss_vfl: 0.7021 (0.6914)  loss_vfl_aux_0: 0.8563 (0.8049)  loss_vfl_aux_1: 0.7821 (0.7522)  loss_vfl_aux_2: 0.7440 (0.7180)  loss_vfl_aux_3: 0.7239 (0.7025)  loss_vfl_aux_4: 0.7153 (0.6949)  loss_vfl_aux_5: 0.8236 (0.7818)  loss_vfl_dn_0: 0.4642 (0.4585)  loss_vfl_dn_1: 0.3966 (0.3943)  loss_vfl_dn_2: 0.3819 (0.3783)  loss_vfl_dn_3: 0.3728 (0.3706)  loss_vfl_dn_4: 0.3711 (0.3679)  loss_vfl_dn_5: 0.3695 (0.3671)  time: 0.4777  data: 0.0138  max mem: 5654
Epoch: [33]  [6000/7393]  eta: 0:11:11  lr: 0.000010  loss: 15.8994 (16.3031)  loss_bbox: 0.1514 (0.1582)  loss_bbox_aux_0: 0.1601 (0.1713)  loss_bbox_aux_1: 0.1575 (0.1629)  loss_bbox_aux_2: 0.1538 (0.1607)  loss_bbox_aux_3: 0.1519 (0.1587)  loss_bbox_aux_4: 0.1533 (0.1582)  loss_bbox_aux_5: 0.1974 (0.2103)  loss_bbox_dn_0: 0.2573 (0.2820)  loss_bbox_dn_1: 0.1938 (0.2125)  loss_bbox_dn_2: 0.1714 (0.1898)  loss_bbox_dn_3: 0.1670 (0.1827)  loss_bbox_dn_4: 0.1631 (0.1812)  loss_bbox_dn_5: 0.1629 (0.1812)  loss_giou: 0.4357 (0.4823)  loss_giou_aux_0: 0.4760 (0.5070)  loss_giou_aux_1: 0.4539 (0.4921)  loss_giou_aux_2: 0.4446 (0.4870)  loss_giou_aux_3: 0.4381 (0.4836)  loss_giou_aux_4: 0.4364 (0.4824)  loss_giou_aux_5: 0.5520 (0.5746)  loss_giou_dn_0: 0.5539 (0.5967)  loss_giou_dn_1: 0.4426 (0.4908)  loss_giou_dn_2: 0.4160 (0.4609)  loss_giou_dn_3: 0.4116 (0.4523)  loss_giou_dn_4: 0.4090 (0.4503)  loss_giou_dn_5: 0.4090 (0.4504)  loss_vfl: 0.6947 (0.6916)  loss_vfl_aux_0: 0.7804 (0.8050)  loss_vfl_aux_1: 0.7282 (0.7523)  loss_vfl_aux_2: 0.7136 (0.7181)  loss_vfl_aux_3: 0.7031 (0.7027)  loss_vfl_aux_4: 0.6927 (0.6950)  loss_vfl_aux_5: 0.7543 (0.7818)  loss_vfl_dn_0: 0.4520 (0.4585)  loss_vfl_dn_1: 0.3880 (0.3942)  loss_vfl_dn_2: 0.3735 (0.3782)  loss_vfl_dn_3: 0.3655 (0.3706)  loss_vfl_dn_4: 0.3619 (0.3679)  loss_vfl_dn_5: 0.3617 (0.3671)  time: 0.4625  data: 0.0141  max mem: 5654
Epoch: [33]  [6100/7393]  eta: 0:10:23  lr: 0.000010  loss: 16.0858 (16.3008)  loss_bbox: 0.1475 (0.1582)  loss_bbox_aux_0: 0.1554 (0.1713)  loss_bbox_aux_1: 0.1515 (0.1629)  loss_bbox_aux_2: 0.1516 (0.1607)  loss_bbox_aux_3: 0.1472 (0.1587)  loss_bbox_aux_4: 0.1470 (0.1582)  loss_bbox_aux_5: 0.1909 (0.2104)  loss_bbox_dn_0: 0.2499 (0.2821)  loss_bbox_dn_1: 0.1916 (0.2126)  loss_bbox_dn_2: 0.1695 (0.1898)  loss_bbox_dn_3: 0.1594 (0.1827)  loss_bbox_dn_4: 0.1585 (0.1813)  loss_bbox_dn_5: 0.1584 (0.1813)  loss_giou: 0.5073 (0.4822)  loss_giou_aux_0: 0.5074 (0.5068)  loss_giou_aux_1: 0.5047 (0.4920)  loss_giou_aux_2: 0.4900 (0.4869)  loss_giou_aux_3: 0.5039 (0.4835)  loss_giou_aux_4: 0.5094 (0.4822)  loss_giou_aux_5: 0.6149 (0.5745)  loss_giou_dn_0: 0.6039 (0.5967)  loss_giou_dn_1: 0.4988 (0.4907)  loss_giou_dn_2: 0.4678 (0.4608)  loss_giou_dn_3: 0.4598 (0.4522)  loss_giou_dn_4: 0.4618 (0.4502)  loss_giou_dn_5: 0.4624 (0.4503)  loss_vfl: 0.6533 (0.6914)  loss_vfl_aux_0: 0.7724 (0.8049)  loss_vfl_aux_1: 0.7099 (0.7522)  loss_vfl_aux_2: 0.6800 (0.7180)  loss_vfl_aux_3: 0.6609 (0.7026)  loss_vfl_aux_4: 0.6519 (0.6948)  loss_vfl_aux_5: 0.7285 (0.7817)  loss_vfl_dn_0: 0.4510 (0.4585)  loss_vfl_dn_1: 0.3869 (0.3942)  loss_vfl_dn_2: 0.3743 (0.3782)  loss_vfl_dn_3: 0.3664 (0.3705)  loss_vfl_dn_4: 0.3600 (0.3678)  loss_vfl_dn_5: 0.3596 (0.3670)  time: 0.4771  data: 0.0147  max mem: 5654
Epoch: [33]  [6200/7393]  eta: 0:09:35  lr: 0.000010  loss: 16.3110 (16.2994)  loss_bbox: 0.1496 (0.1582)  loss_bbox_aux_0: 0.1516 (0.1712)  loss_bbox_aux_1: 0.1522 (0.1629)  loss_bbox_aux_2: 0.1449 (0.1607)  loss_bbox_aux_3: 0.1441 (0.1586)  loss_bbox_aux_4: 0.1425 (0.1581)  loss_bbox_aux_5: 0.1935 (0.2103)  loss_bbox_dn_0: 0.2731 (0.2820)  loss_bbox_dn_1: 0.1873 (0.2125)  loss_bbox_dn_2: 0.1669 (0.1897)  loss_bbox_dn_3: 0.1632 (0.1826)  loss_bbox_dn_4: 0.1628 (0.1812)  loss_bbox_dn_5: 0.1629 (0.1812)  loss_giou: 0.5095 (0.4822)  loss_giou_aux_0: 0.5147 (0.5069)  loss_giou_aux_1: 0.5050 (0.4921)  loss_giou_aux_2: 0.5224 (0.4870)  loss_giou_aux_3: 0.5052 (0.4836)  loss_giou_aux_4: 0.5025 (0.4823)  loss_giou_aux_5: 0.5920 (0.5746)  loss_giou_dn_0: 0.6341 (0.5966)  loss_giou_dn_1: 0.5157 (0.4906)  loss_giou_dn_2: 0.4851 (0.4607)  loss_giou_dn_3: 0.4732 (0.4522)  loss_giou_dn_4: 0.4731 (0.4501)  loss_giou_dn_5: 0.4733 (0.4503)  loss_vfl: 0.6650 (0.6914)  loss_vfl_aux_0: 0.7789 (0.8047)  loss_vfl_aux_1: 0.7140 (0.7521)  loss_vfl_aux_2: 0.6852 (0.7179)  loss_vfl_aux_3: 0.6799 (0.7026)  loss_vfl_aux_4: 0.6643 (0.6948)  loss_vfl_aux_5: 0.7660 (0.7815)  loss_vfl_dn_0: 0.4565 (0.4585)  loss_vfl_dn_1: 0.3962 (0.3941)  loss_vfl_dn_2: 0.3777 (0.3782)  loss_vfl_dn_3: 0.3696 (0.3705)  loss_vfl_dn_4: 0.3667 (0.3678)  loss_vfl_dn_5: 0.3668 (0.3670)  time: 0.4843  data: 0.0148  max mem: 5654
Epoch: [33]  [6300/7393]  eta: 0:08:46  lr: 0.000010  loss: 16.6922 (16.2986)  loss_bbox: 0.1528 (0.1582)  loss_bbox_aux_0: 0.1748 (0.1712)  loss_bbox_aux_1: 0.1584 (0.1629)  loss_bbox_aux_2: 0.1595 (0.1606)  loss_bbox_aux_3: 0.1534 (0.1586)  loss_bbox_aux_4: 0.1528 (0.1581)  loss_bbox_aux_5: 0.2128 (0.2103)  loss_bbox_dn_0: 0.2607 (0.2820)  loss_bbox_dn_1: 0.2029 (0.2125)  loss_bbox_dn_2: 0.1916 (0.1897)  loss_bbox_dn_3: 0.1872 (0.1827)  loss_bbox_dn_4: 0.1842 (0.1812)  loss_bbox_dn_5: 0.1843 (0.1812)  loss_giou: 0.4676 (0.4821)  loss_giou_aux_0: 0.5179 (0.5068)  loss_giou_aux_1: 0.4873 (0.4920)  loss_giou_aux_2: 0.4664 (0.4869)  loss_giou_aux_3: 0.4708 (0.4834)  loss_giou_aux_4: 0.4683 (0.4822)  loss_giou_aux_5: 0.5758 (0.5745)  loss_giou_dn_0: 0.6019 (0.5965)  loss_giou_dn_1: 0.4830 (0.4905)  loss_giou_dn_2: 0.4497 (0.4606)  loss_giou_dn_3: 0.4422 (0.4520)  loss_giou_dn_4: 0.4434 (0.4500)  loss_giou_dn_5: 0.4441 (0.4502)  loss_vfl: 0.6994 (0.6915)  loss_vfl_aux_0: 0.8261 (0.8048)  loss_vfl_aux_1: 0.7541 (0.7520)  loss_vfl_aux_2: 0.7430 (0.7180)  loss_vfl_aux_3: 0.7128 (0.7027)  loss_vfl_aux_4: 0.7042 (0.6950)  loss_vfl_aux_5: 0.7887 (0.7817)  loss_vfl_dn_0: 0.4638 (0.4585)  loss_vfl_dn_1: 0.4003 (0.3942)  loss_vfl_dn_2: 0.3852 (0.3781)  loss_vfl_dn_3: 0.3774 (0.3705)  loss_vfl_dn_4: 0.3755 (0.3678)  loss_vfl_dn_5: 0.3758 (0.3670)  time: 0.4760  data: 0.0138  max mem: 5654
Epoch: [33]  [6400/7393]  eta: 0:07:58  lr: 0.000010  loss: 16.7924 (16.2987)  loss_bbox: 0.1617 (0.1582)  loss_bbox_aux_0: 0.1888 (0.1713)  loss_bbox_aux_1: 0.1693 (0.1630)  loss_bbox_aux_2: 0.1695 (0.1607)  loss_bbox_aux_3: 0.1657 (0.1586)  loss_bbox_aux_4: 0.1619 (0.1582)  loss_bbox_aux_5: 0.2274 (0.2104)  loss_bbox_dn_0: 0.2824 (0.2821)  loss_bbox_dn_1: 0.2109 (0.2126)  loss_bbox_dn_2: 0.1951 (0.1898)  loss_bbox_dn_3: 0.1874 (0.1827)  loss_bbox_dn_4: 0.1856 (0.1813)  loss_bbox_dn_5: 0.1857 (0.1813)  loss_giou: 0.4983 (0.4821)  loss_giou_aux_0: 0.5306 (0.5068)  loss_giou_aux_1: 0.5186 (0.4920)  loss_giou_aux_2: 0.4960 (0.4869)  loss_giou_aux_3: 0.4983 (0.4834)  loss_giou_aux_4: 0.4975 (0.4822)  loss_giou_aux_5: 0.5974 (0.5745)  loss_giou_dn_0: 0.6141 (0.5965)  loss_giou_dn_1: 0.5015 (0.4904)  loss_giou_dn_2: 0.4657 (0.4605)  loss_giou_dn_3: 0.4572 (0.4520)  loss_giou_dn_4: 0.4558 (0.4499)  loss_giou_dn_5: 0.4559 (0.4501)  loss_vfl: 0.6664 (0.6915)  loss_vfl_aux_0: 0.7619 (0.8046)  loss_vfl_aux_1: 0.7381 (0.7520)  loss_vfl_aux_2: 0.6940 (0.7180)  loss_vfl_aux_3: 0.6689 (0.7027)  loss_vfl_aux_4: 0.6633 (0.6949)  loss_vfl_aux_5: 0.7405 (0.7816)  loss_vfl_dn_0: 0.4540 (0.4585)  loss_vfl_dn_1: 0.3845 (0.3941)  loss_vfl_dn_2: 0.3712 (0.3781)  loss_vfl_dn_3: 0.3629 (0.3704)  loss_vfl_dn_4: 0.3585 (0.3677)  loss_vfl_dn_5: 0.3570 (0.3669)  time: 0.4736  data: 0.0134  max mem: 5654
Epoch: [33]  [6500/7393]  eta: 0:07:11  lr: 0.000010  loss: 16.4515 (16.2993)  loss_bbox: 0.1411 (0.1583)  loss_bbox_aux_0: 0.1510 (0.1713)  loss_bbox_aux_1: 0.1447 (0.1630)  loss_bbox_aux_2: 0.1479 (0.1608)  loss_bbox_aux_3: 0.1401 (0.1587)  loss_bbox_aux_4: 0.1435 (0.1582)  loss_bbox_aux_5: 0.1897 (0.2104)  loss_bbox_dn_0: 0.2388 (0.2820)  loss_bbox_dn_1: 0.1889 (0.2125)  loss_bbox_dn_2: 0.1709 (0.1898)  loss_bbox_dn_3: 0.1720 (0.1827)  loss_bbox_dn_4: 0.1714 (0.1812)  loss_bbox_dn_5: 0.1713 (0.1812)  loss_giou: 0.5495 (0.4822)  loss_giou_aux_0: 0.5665 (0.5069)  loss_giou_aux_1: 0.5579 (0.4921)  loss_giou_aux_2: 0.5517 (0.4870)  loss_giou_aux_3: 0.5493 (0.4834)  loss_giou_aux_4: 0.5544 (0.4823)  loss_giou_aux_5: 0.6174 (0.5746)  loss_giou_dn_0: 0.6207 (0.5965)  loss_giou_dn_1: 0.5172 (0.4905)  loss_giou_dn_2: 0.4914 (0.4606)  loss_giou_dn_3: 0.4857 (0.4520)  loss_giou_dn_4: 0.4844 (0.4500)  loss_giou_dn_5: 0.4838 (0.4502)  loss_vfl: 0.6923 (0.6915)  loss_vfl_aux_0: 0.7854 (0.8046)  loss_vfl_aux_1: 0.7309 (0.7519)  loss_vfl_aux_2: 0.7161 (0.7179)  loss_vfl_aux_3: 0.6966 (0.7027)  loss_vfl_aux_4: 0.6849 (0.6949)  loss_vfl_aux_5: 0.7480 (0.7816)  loss_vfl_dn_0: 0.4574 (0.4585)  loss_vfl_dn_1: 0.3946 (0.3941)  loss_vfl_dn_2: 0.3789 (0.3781)  loss_vfl_dn_3: 0.3683 (0.3705)  loss_vfl_dn_4: 0.3687 (0.3678)  loss_vfl_dn_5: 0.3680 (0.3670)  time: 0.4898  data: 0.0142  max mem: 5654
Epoch: [33]  [6600/7393]  eta: 0:06:22  lr: 0.000010  loss: 16.6638 (16.3012)  loss_bbox: 0.1659 (0.1583)  loss_bbox_aux_0: 0.1824 (0.1713)  loss_bbox_aux_1: 0.1734 (0.1630)  loss_bbox_aux_2: 0.1682 (0.1608)  loss_bbox_aux_3: 0.1647 (0.1587)  loss_bbox_aux_4: 0.1659 (0.1582)  loss_bbox_aux_5: 0.2256 (0.2104)  loss_bbox_dn_0: 0.2856 (0.2820)  loss_bbox_dn_1: 0.2089 (0.2125)  loss_bbox_dn_2: 0.1869 (0.1897)  loss_bbox_dn_3: 0.1814 (0.1827)  loss_bbox_dn_4: 0.1801 (0.1812)  loss_bbox_dn_5: 0.1810 (0.1812)  loss_giou: 0.4658 (0.4823)  loss_giou_aux_0: 0.4659 (0.5070)  loss_giou_aux_1: 0.4486 (0.4922)  loss_giou_aux_2: 0.4582 (0.4871)  loss_giou_aux_3: 0.4406 (0.4836)  loss_giou_aux_4: 0.4657 (0.4824)  loss_giou_aux_5: 0.5344 (0.5747)  loss_giou_dn_0: 0.5930 (0.5965)  loss_giou_dn_1: 0.4834 (0.4906)  loss_giou_dn_2: 0.4541 (0.4607)  loss_giou_dn_3: 0.4497 (0.4521)  loss_giou_dn_4: 0.4460 (0.4501)  loss_giou_dn_5: 0.4458 (0.4503)  loss_vfl: 0.6784 (0.6916)  loss_vfl_aux_0: 0.7966 (0.8046)  loss_vfl_aux_1: 0.7628 (0.7519)  loss_vfl_aux_2: 0.6983 (0.7179)  loss_vfl_aux_3: 0.6925 (0.7028)  loss_vfl_aux_4: 0.6832 (0.6950)  loss_vfl_aux_5: 0.7981 (0.7817)  loss_vfl_dn_0: 0.4500 (0.4585)  loss_vfl_dn_1: 0.3798 (0.3941)  loss_vfl_dn_2: 0.3682 (0.3782)  loss_vfl_dn_3: 0.3594 (0.3705)  loss_vfl_dn_4: 0.3558 (0.3678)  loss_vfl_dn_5: 0.3554 (0.3670)  time: 0.4791  data: 0.0141  max mem: 5654
Epoch: [33]  [6700/7393]  eta: 0:05:34  lr: 0.000010  loss: 15.8948 (16.2991)  loss_bbox: 0.1501 (0.1583)  loss_bbox_aux_0: 0.1676 (0.1713)  loss_bbox_aux_1: 0.1608 (0.1630)  loss_bbox_aux_2: 0.1503 (0.1608)  loss_bbox_aux_3: 0.1503 (0.1587)  loss_bbox_aux_4: 0.1507 (0.1582)  loss_bbox_aux_5: 0.1990 (0.2104)  loss_bbox_dn_0: 0.2520 (0.2818)  loss_bbox_dn_1: 0.1929 (0.2123)  loss_bbox_dn_2: 0.1718 (0.1896)  loss_bbox_dn_3: 0.1644 (0.1826)  loss_bbox_dn_4: 0.1606 (0.1811)  loss_bbox_dn_5: 0.1607 (0.1811)  loss_giou: 0.4584 (0.4825)  loss_giou_aux_0: 0.5059 (0.5072)  loss_giou_aux_1: 0.4820 (0.4924)  loss_giou_aux_2: 0.4838 (0.4873)  loss_giou_aux_3: 0.4539 (0.4838)  loss_giou_aux_4: 0.4574 (0.4826)  loss_giou_aux_5: 0.5520 (0.5748)  loss_giou_dn_0: 0.5861 (0.5965)  loss_giou_dn_1: 0.4811 (0.4906)  loss_giou_dn_2: 0.4515 (0.4607)  loss_giou_dn_3: 0.4441 (0.4521)  loss_giou_dn_4: 0.4434 (0.4501)  loss_giou_dn_5: 0.4443 (0.4503)  loss_vfl: 0.6978 (0.6913)  loss_vfl_aux_0: 0.7981 (0.8042)  loss_vfl_aux_1: 0.7527 (0.7516)  loss_vfl_aux_2: 0.7111 (0.7176)  loss_vfl_aux_3: 0.7020 (0.7026)  loss_vfl_aux_4: 0.6926 (0.6947)  loss_vfl_aux_5: 0.7730 (0.7814)  loss_vfl_dn_0: 0.4509 (0.4584)  loss_vfl_dn_1: 0.3938 (0.3941)  loss_vfl_dn_2: 0.3797 (0.3781)  loss_vfl_dn_3: 0.3732 (0.3704)  loss_vfl_dn_4: 0.3700 (0.3677)  loss_vfl_dn_5: 0.3707 (0.3670)  time: 0.4841  data: 0.0143  max mem: 5654
Epoch: [33]  [6800/7393]  eta: 0:04:46  lr: 0.000010  loss: 16.6558 (16.2978)  loss_bbox: 0.1424 (0.1582)  loss_bbox_aux_0: 0.1615 (0.1713)  loss_bbox_aux_1: 0.1556 (0.1630)  loss_bbox_aux_2: 0.1563 (0.1608)  loss_bbox_aux_3: 0.1526 (0.1586)  loss_bbox_aux_4: 0.1501 (0.1582)  loss_bbox_aux_5: 0.1972 (0.2103)  loss_bbox_dn_0: 0.2605 (0.2818)  loss_bbox_dn_1: 0.1944 (0.2124)  loss_bbox_dn_2: 0.1842 (0.1896)  loss_bbox_dn_3: 0.1807 (0.1826)  loss_bbox_dn_4: 0.1810 (0.1811)  loss_bbox_dn_5: 0.1811 (0.1811)  loss_giou: 0.4728 (0.4823)  loss_giou_aux_0: 0.5022 (0.5070)  loss_giou_aux_1: 0.4899 (0.4922)  loss_giou_aux_2: 0.4814 (0.4871)  loss_giou_aux_3: 0.4791 (0.4835)  loss_giou_aux_4: 0.4735 (0.4824)  loss_giou_aux_5: 0.5523 (0.5747)  loss_giou_dn_0: 0.5987 (0.5964)  loss_giou_dn_1: 0.4957 (0.4904)  loss_giou_dn_2: 0.4732 (0.4606)  loss_giou_dn_3: 0.4684 (0.4520)  loss_giou_dn_4: 0.4670 (0.4500)  loss_giou_dn_5: 0.4677 (0.4501)  loss_vfl: 0.7070 (0.6915)  loss_vfl_aux_0: 0.7839 (0.8042)  loss_vfl_aux_1: 0.7366 (0.7517)  loss_vfl_aux_2: 0.7219 (0.7177)  loss_vfl_aux_3: 0.7043 (0.7027)  loss_vfl_aux_4: 0.7064 (0.6948)  loss_vfl_aux_5: 0.7657 (0.7815)  loss_vfl_dn_0: 0.4595 (0.4585)  loss_vfl_dn_1: 0.3999 (0.3941)  loss_vfl_dn_2: 0.3863 (0.3781)  loss_vfl_dn_3: 0.3746 (0.3704)  loss_vfl_dn_4: 0.3733 (0.3677)  loss_vfl_dn_5: 0.3710 (0.3670)  time: 0.4699  data: 0.0137  max mem: 5654
Epoch: [33]  [6900/7393]  eta: 0:03:57  lr: 0.000010  loss: 16.7397 (16.3008)  loss_bbox: 0.1771 (0.1583)  loss_bbox_aux_0: 0.1880 (0.1715)  loss_bbox_aux_1: 0.1859 (0.1631)  loss_bbox_aux_2: 0.1812 (0.1609)  loss_bbox_aux_3: 0.1787 (0.1588)  loss_bbox_aux_4: 0.1795 (0.1583)  loss_bbox_aux_5: 0.2318 (0.2105)  loss_bbox_dn_0: 0.2979 (0.2819)  loss_bbox_dn_1: 0.2349 (0.2125)  loss_bbox_dn_2: 0.2069 (0.1897)  loss_bbox_dn_3: 0.2034 (0.1827)  loss_bbox_dn_4: 0.2032 (0.1812)  loss_bbox_dn_5: 0.2032 (0.1812)  loss_giou: 0.5046 (0.4825)  loss_giou_aux_0: 0.5255 (0.5073)  loss_giou_aux_1: 0.5006 (0.4924)  loss_giou_aux_2: 0.5046 (0.4874)  loss_giou_aux_3: 0.5035 (0.4838)  loss_giou_aux_4: 0.5040 (0.4827)  loss_giou_aux_5: 0.5885 (0.5749)  loss_giou_dn_0: 0.6412 (0.5965)  loss_giou_dn_1: 0.5183 (0.4905)  loss_giou_dn_2: 0.4937 (0.4606)  loss_giou_dn_3: 0.4872 (0.4521)  loss_giou_dn_4: 0.4824 (0.4500)  loss_giou_dn_5: 0.4825 (0.4502)  loss_vfl: 0.6960 (0.6914)  loss_vfl_aux_0: 0.7877 (0.8041)  loss_vfl_aux_1: 0.7734 (0.7516)  loss_vfl_aux_2: 0.7360 (0.7177)  loss_vfl_aux_3: 0.7269 (0.7026)  loss_vfl_aux_4: 0.6993 (0.6947)  loss_vfl_aux_5: 0.7938 (0.7814)  loss_vfl_dn_0: 0.4569 (0.4584)  loss_vfl_dn_1: 0.3992 (0.3941)  loss_vfl_dn_2: 0.3797 (0.3781)  loss_vfl_dn_3: 0.3709 (0.3704)  loss_vfl_dn_4: 0.3690 (0.3677)  loss_vfl_dn_5: 0.3684 (0.3669)  time: 0.4797  data: 0.0143  max mem: 5654
Epoch: [33]  [7000/7393]  eta: 0:03:09  lr: 0.000010  loss: 15.8186 (16.3022)  loss_bbox: 0.1558 (0.1584)  loss_bbox_aux_0: 0.1641 (0.1715)  loss_bbox_aux_1: 0.1588 (0.1632)  loss_bbox_aux_2: 0.1479 (0.1609)  loss_bbox_aux_3: 0.1565 (0.1588)  loss_bbox_aux_4: 0.1559 (0.1584)  loss_bbox_aux_5: 0.1968 (0.2105)  loss_bbox_dn_0: 0.2642 (0.2821)  loss_bbox_dn_1: 0.2037 (0.2126)  loss_bbox_dn_2: 0.1826 (0.1898)  loss_bbox_dn_3: 0.1745 (0.1828)  loss_bbox_dn_4: 0.1730 (0.1813)  loss_bbox_dn_5: 0.1730 (0.1813)  loss_giou: 0.4777 (0.4825)  loss_giou_aux_0: 0.4813 (0.5072)  loss_giou_aux_1: 0.4722 (0.4924)  loss_giou_aux_2: 0.4735 (0.4873)  loss_giou_aux_3: 0.4663 (0.4838)  loss_giou_aux_4: 0.4702 (0.4826)  loss_giou_aux_5: 0.5646 (0.5749)  loss_giou_dn_0: 0.5955 (0.5966)  loss_giou_dn_1: 0.4872 (0.4905)  loss_giou_dn_2: 0.4540 (0.4607)  loss_giou_dn_3: 0.4460 (0.4521)  loss_giou_dn_4: 0.4441 (0.4500)  loss_giou_dn_5: 0.4443 (0.4502)  loss_vfl: 0.6755 (0.6915)  loss_vfl_aux_0: 0.7969 (0.8041)  loss_vfl_aux_1: 0.7282 (0.7516)  loss_vfl_aux_2: 0.7150 (0.7177)  loss_vfl_aux_3: 0.6921 (0.7026)  loss_vfl_aux_4: 0.6843 (0.6948)  loss_vfl_aux_5: 0.7874 (0.7815)  loss_vfl_dn_0: 0.4590 (0.4585)  loss_vfl_dn_1: 0.3922 (0.3941)  loss_vfl_dn_2: 0.3750 (0.3781)  loss_vfl_dn_3: 0.3682 (0.3704)  loss_vfl_dn_4: 0.3630 (0.3677)  loss_vfl_dn_5: 0.3625 (0.3670)  time: 0.4876  data: 0.0145  max mem: 5654
Epoch: [33]  [7100/7393]  eta: 0:02:21  lr: 0.000010  loss: 16.8856 (16.3059)  loss_bbox: 0.1489 (0.1583)  loss_bbox_aux_0: 0.1614 (0.1715)  loss_bbox_aux_1: 0.1565 (0.1631)  loss_bbox_aux_2: 0.1512 (0.1609)  loss_bbox_aux_3: 0.1480 (0.1588)  loss_bbox_aux_4: 0.1488 (0.1583)  loss_bbox_aux_5: 0.1943 (0.2105)  loss_bbox_dn_0: 0.2489 (0.2819)  loss_bbox_dn_1: 0.1951 (0.2124)  loss_bbox_dn_2: 0.1746 (0.1897)  loss_bbox_dn_3: 0.1659 (0.1827)  loss_bbox_dn_4: 0.1625 (0.1812)  loss_bbox_dn_5: 0.1625 (0.1812)  loss_giou: 0.5619 (0.4829)  loss_giou_aux_0: 0.5664 (0.5077)  loss_giou_aux_1: 0.5703 (0.4929)  loss_giou_aux_2: 0.5617 (0.4878)  loss_giou_aux_3: 0.5653 (0.4842)  loss_giou_aux_4: 0.5623 (0.4830)  loss_giou_aux_5: 0.6383 (0.5753)  loss_giou_dn_0: 0.6260 (0.5968)  loss_giou_dn_1: 0.5279 (0.4908)  loss_giou_dn_2: 0.5017 (0.4609)  loss_giou_dn_3: 0.4907 (0.4524)  loss_giou_dn_4: 0.4881 (0.4503)  loss_giou_dn_5: 0.4882 (0.4505)  loss_vfl: 0.6695 (0.6916)  loss_vfl_aux_0: 0.7423 (0.8038)  loss_vfl_aux_1: 0.6971 (0.7516)  loss_vfl_aux_2: 0.6818 (0.7177)  loss_vfl_aux_3: 0.6647 (0.7027)  loss_vfl_aux_4: 0.6624 (0.6949)  loss_vfl_aux_5: 0.7281 (0.7813)  loss_vfl_dn_0: 0.4561 (0.4585)  loss_vfl_dn_1: 0.4052 (0.3942)  loss_vfl_dn_2: 0.3931 (0.3782)  loss_vfl_dn_3: 0.3836 (0.3705)  loss_vfl_dn_4: 0.3807 (0.3678)  loss_vfl_dn_5: 0.3809 (0.3671)  time: 0.4806  data: 0.0146  max mem: 5654
Epoch: [33]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 16.4279 (16.3053)  loss_bbox: 0.1432 (0.1583)  loss_bbox_aux_0: 0.1559 (0.1714)  loss_bbox_aux_1: 0.1493 (0.1630)  loss_bbox_aux_2: 0.1640 (0.1608)  loss_bbox_aux_3: 0.1388 (0.1587)  loss_bbox_aux_4: 0.1429 (0.1583)  loss_bbox_aux_5: 0.1960 (0.2104)  loss_bbox_dn_0: 0.2465 (0.2817)  loss_bbox_dn_1: 0.1799 (0.2123)  loss_bbox_dn_2: 0.1565 (0.1896)  loss_bbox_dn_3: 0.1521 (0.1826)  loss_bbox_dn_4: 0.1517 (0.1811)  loss_bbox_dn_5: 0.1517 (0.1811)  loss_giou: 0.5185 (0.4829)  loss_giou_aux_0: 0.5215 (0.5077)  loss_giou_aux_1: 0.5073 (0.4929)  loss_giou_aux_2: 0.5096 (0.4878)  loss_giou_aux_3: 0.5165 (0.4842)  loss_giou_aux_4: 0.5186 (0.4831)  loss_giou_aux_5: 0.5990 (0.5753)  loss_giou_dn_0: 0.5975 (0.5968)  loss_giou_dn_1: 0.4989 (0.4908)  loss_giou_dn_2: 0.4664 (0.4609)  loss_giou_dn_3: 0.4548 (0.4524)  loss_giou_dn_4: 0.4509 (0.4503)  loss_giou_dn_5: 0.4511 (0.4505)  loss_vfl: 0.6776 (0.6916)  loss_vfl_aux_0: 0.7737 (0.8038)  loss_vfl_aux_1: 0.7565 (0.7517)  loss_vfl_aux_2: 0.7149 (0.7178)  loss_vfl_aux_3: 0.6851 (0.7027)  loss_vfl_aux_4: 0.6810 (0.6949)  loss_vfl_aux_5: 0.7806 (0.7812)  loss_vfl_dn_0: 0.4618 (0.4585)  loss_vfl_dn_1: 0.3984 (0.3942)  loss_vfl_dn_2: 0.3839 (0.3782)  loss_vfl_dn_3: 0.3726 (0.3705)  loss_vfl_dn_4: 0.3695 (0.3678)  loss_vfl_dn_5: 0.3701 (0.3670)  time: 0.4831  data: 0.0142  max mem: 5654
Epoch: [33]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 16.2311 (16.3039)  loss_bbox: 0.1491 (0.1582)  loss_bbox_aux_0: 0.1721 (0.1714)  loss_bbox_aux_1: 0.1555 (0.1629)  loss_bbox_aux_2: 0.1575 (0.1608)  loss_bbox_aux_3: 0.1587 (0.1587)  loss_bbox_aux_4: 0.1508 (0.1582)  loss_bbox_aux_5: 0.2014 (0.2104)  loss_bbox_dn_0: 0.2556 (0.2816)  loss_bbox_dn_1: 0.1937 (0.2123)  loss_bbox_dn_2: 0.1713 (0.1896)  loss_bbox_dn_3: 0.1662 (0.1826)  loss_bbox_dn_4: 0.1649 (0.1811)  loss_bbox_dn_5: 0.1649 (0.1811)  loss_giou: 0.4494 (0.4828)  loss_giou_aux_0: 0.4689 (0.5076)  loss_giou_aux_1: 0.4632 (0.4928)  loss_giou_aux_2: 0.4566 (0.4877)  loss_giou_aux_3: 0.4564 (0.4842)  loss_giou_aux_4: 0.4489 (0.4830)  loss_giou_aux_5: 0.5530 (0.5752)  loss_giou_dn_0: 0.6016 (0.5967)  loss_giou_dn_1: 0.5097 (0.4908)  loss_giou_dn_2: 0.4740 (0.4609)  loss_giou_dn_3: 0.4711 (0.4523)  loss_giou_dn_4: 0.4677 (0.4503)  loss_giou_dn_5: 0.4673 (0.4505)  loss_vfl: 0.6791 (0.6917)  loss_vfl_aux_0: 0.7998 (0.8039)  loss_vfl_aux_1: 0.7303 (0.7518)  loss_vfl_aux_2: 0.6909 (0.7178)  loss_vfl_aux_3: 0.6801 (0.7028)  loss_vfl_aux_4: 0.6872 (0.6950)  loss_vfl_aux_5: 0.7674 (0.7813)  loss_vfl_dn_0: 0.4546 (0.4585)  loss_vfl_dn_1: 0.3925 (0.3942)  loss_vfl_dn_2: 0.3771 (0.3782)  loss_vfl_dn_3: 0.3707 (0.3705)  loss_vfl_dn_4: 0.3680 (0.3678)  loss_vfl_dn_5: 0.3679 (0.3670)  time: 0.4743  data: 0.0140  max mem: 5654
Epoch: [33]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.9533 (16.3047)  loss_bbox: 0.1521 (0.1582)  loss_bbox_aux_0: 0.1643 (0.1714)  loss_bbox_aux_1: 0.1565 (0.1629)  loss_bbox_aux_2: 0.1556 (0.1608)  loss_bbox_aux_3: 0.1505 (0.1587)  loss_bbox_aux_4: 0.1528 (0.1582)  loss_bbox_aux_5: 0.2090 (0.2103)  loss_bbox_dn_0: 0.2845 (0.2816)  loss_bbox_dn_1: 0.2365 (0.2123)  loss_bbox_dn_2: 0.2081 (0.1896)  loss_bbox_dn_3: 0.2084 (0.1826)  loss_bbox_dn_4: 0.2064 (0.1811)  loss_bbox_dn_5: 0.2059 (0.1811)  loss_giou: 0.4600 (0.4829)  loss_giou_aux_0: 0.4955 (0.5077)  loss_giou_aux_1: 0.4776 (0.4928)  loss_giou_aux_2: 0.4786 (0.4877)  loss_giou_aux_3: 0.4626 (0.4842)  loss_giou_aux_4: 0.4560 (0.4830)  loss_giou_aux_5: 0.5497 (0.5752)  loss_giou_dn_0: 0.5784 (0.5967)  loss_giou_dn_1: 0.4851 (0.4908)  loss_giou_dn_2: 0.4447 (0.4609)  loss_giou_dn_3: 0.4345 (0.4523)  loss_giou_dn_4: 0.4293 (0.4503)  loss_giou_dn_5: 0.4291 (0.4505)  loss_vfl: 0.6906 (0.6919)  loss_vfl_aux_0: 0.7901 (0.8038)  loss_vfl_aux_1: 0.7315 (0.7519)  loss_vfl_aux_2: 0.6978 (0.7179)  loss_vfl_aux_3: 0.7079 (0.7029)  loss_vfl_aux_4: 0.6960 (0.6952)  loss_vfl_aux_5: 0.7784 (0.7812)  loss_vfl_dn_0: 0.4621 (0.4585)  loss_vfl_dn_1: 0.3957 (0.3942)  loss_vfl_dn_2: 0.3836 (0.3782)  loss_vfl_dn_3: 0.3733 (0.3705)  loss_vfl_dn_4: 0.3692 (0.3678)  loss_vfl_dn_5: 0.3696 (0.3671)  time: 0.4641  data: 0.0145  max mem: 5654
Epoch: [33] Total time: 0:59:23 (0.4820 s / it)
Averaged stats: lr: 0.000010  loss: 15.9533 (16.3047)  loss_bbox: 0.1521 (0.1582)  loss_bbox_aux_0: 0.1643 (0.1714)  loss_bbox_aux_1: 0.1565 (0.1629)  loss_bbox_aux_2: 0.1556 (0.1608)  loss_bbox_aux_3: 0.1505 (0.1587)  loss_bbox_aux_4: 0.1528 (0.1582)  loss_bbox_aux_5: 0.2090 (0.2103)  loss_bbox_dn_0: 0.2845 (0.2816)  loss_bbox_dn_1: 0.2365 (0.2123)  loss_bbox_dn_2: 0.2081 (0.1896)  loss_bbox_dn_3: 0.2084 (0.1826)  loss_bbox_dn_4: 0.2064 (0.1811)  loss_bbox_dn_5: 0.2059 (0.1811)  loss_giou: 0.4600 (0.4829)  loss_giou_aux_0: 0.4955 (0.5077)  loss_giou_aux_1: 0.4776 (0.4928)  loss_giou_aux_2: 0.4786 (0.4877)  loss_giou_aux_3: 0.4626 (0.4842)  loss_giou_aux_4: 0.4560 (0.4830)  loss_giou_aux_5: 0.5497 (0.5752)  loss_giou_dn_0: 0.5784 (0.5967)  loss_giou_dn_1: 0.4851 (0.4908)  loss_giou_dn_2: 0.4447 (0.4609)  loss_giou_dn_3: 0.4345 (0.4523)  loss_giou_dn_4: 0.4293 (0.4503)  loss_giou_dn_5: 0.4291 (0.4505)  loss_vfl: 0.6906 (0.6919)  loss_vfl_aux_0: 0.7901 (0.8038)  loss_vfl_aux_1: 0.7315 (0.7519)  loss_vfl_aux_2: 0.6978 (0.7179)  loss_vfl_aux_3: 0.7079 (0.7029)  loss_vfl_aux_4: 0.6960 (0.6952)  loss_vfl_aux_5: 0.7784 (0.7812)  loss_vfl_dn_0: 0.4621 (0.4585)  loss_vfl_dn_1: 0.3957 (0.3942)  loss_vfl_dn_2: 0.3836 (0.3782)  loss_vfl_dn_3: 0.3733 (0.3705)  loss_vfl_dn_4: 0.3692 (0.3678)  loss_vfl_dn_5: 0.3696 (0.3671)
Test:  [  0/157]  eta: 0:04:13    time: 1.6115  data: 1.1959  max mem: 5654
Test:  [ 10/157]  eta: 0:01:13    time: 0.5030  data: 0.1308  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3918  data: 0.0249  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3973  data: 0.0265  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3978  data: 0.0272  max mem: 5654
Test:  [ 50/157]  eta: 0:00:45    time: 0.4003  data: 0.0272  max mem: 5654
Test:  [ 60/157]  eta: 0:00:50    time: 0.7072  data: 0.0267  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.6933  data: 0.0262  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3904  data: 0.0263  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3967  data: 0.0262  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3869  data: 0.0263  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3859  data: 0.0253  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3847  data: 0.0247  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3858  data: 0.0251  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3822  data: 0.0254  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3668  data: 0.0253  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3582  data: 0.0249  max mem: 5654
Test: Total time: 0:01:08 (0.4369 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=40.81s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.520
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.701
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.561
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.340
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.563
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.700
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.387
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.647
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.716
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.537
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.765
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
best_stat:  {'epoch': 33, 'coco_eval_bbox': 0.5196589858699592}
Epoch: [34]  [   0/7393]  eta: 6:41:16  lr: 0.000010  loss: 17.4350 (17.4350)  loss_bbox: 0.2298 (0.2298)  loss_bbox_aux_0: 0.2178 (0.2178)  loss_bbox_aux_1: 0.2080 (0.2080)  loss_bbox_aux_2: 0.2246 (0.2246)  loss_bbox_aux_3: 0.2257 (0.2257)  loss_bbox_aux_4: 0.2299 (0.2299)  loss_bbox_aux_5: 0.2852 (0.2852)  loss_bbox_dn_0: 0.4064 (0.4064)  loss_bbox_dn_1: 0.2767 (0.2767)  loss_bbox_dn_2: 0.2427 (0.2427)  loss_bbox_dn_3: 0.2290 (0.2290)  loss_bbox_dn_4: 0.2244 (0.2244)  loss_bbox_dn_5: 0.2245 (0.2245)  loss_giou: 0.4794 (0.4794)  loss_giou_aux_0: 0.4775 (0.4775)  loss_giou_aux_1: 0.4422 (0.4422)  loss_giou_aux_2: 0.4569 (0.4569)  loss_giou_aux_3: 0.4734 (0.4734)  loss_giou_aux_4: 0.4794 (0.4794)  loss_giou_aux_5: 0.5082 (0.5082)  loss_giou_dn_0: 0.5738 (0.5738)  loss_giou_dn_1: 0.4280 (0.4280)  loss_giou_dn_2: 0.3958 (0.3958)  loss_giou_dn_3: 0.3857 (0.3857)  loss_giou_dn_4: 0.3825 (0.3825)  loss_giou_dn_5: 0.3825 (0.3825)  loss_vfl: 0.7702 (0.7702)  loss_vfl_aux_0: 0.9020 (0.9020)  loss_vfl_aux_1: 0.9155 (0.9155)  loss_vfl_aux_2: 0.8454 (0.8454)  loss_vfl_aux_3: 0.8105 (0.8105)  loss_vfl_aux_4: 0.7906 (0.7906)  loss_vfl_aux_5: 0.9799 (0.9799)  loss_vfl_dn_0: 0.4724 (0.4724)  loss_vfl_dn_1: 0.3921 (0.3921)  loss_vfl_dn_2: 0.3759 (0.3759)  loss_vfl_dn_3: 0.3658 (0.3658)  loss_vfl_dn_4: 0.3636 (0.3636)  loss_vfl_dn_5: 0.3614 (0.3614)  time: 3.2567  data: 2.6278  max mem: 5654
Epoch: [34]  [ 100/7393]  eta: 1:02:24  lr: 0.000010  loss: 15.8151 (16.2520)  loss_bbox: 0.1450 (0.1602)  loss_bbox_aux_0: 0.1637 (0.1742)  loss_bbox_aux_1: 0.1500 (0.1672)  loss_bbox_aux_2: 0.1455 (0.1644)  loss_bbox_aux_3: 0.1458 (0.1614)  loss_bbox_aux_4: 0.1307 (0.1598)  loss_bbox_aux_5: 0.1932 (0.2126)  loss_bbox_dn_0: 0.2807 (0.2766)  loss_bbox_dn_1: 0.1990 (0.2079)  loss_bbox_dn_2: 0.1801 (0.1860)  loss_bbox_dn_3: 0.1757 (0.1789)  loss_bbox_dn_4: 0.1733 (0.1774)  loss_bbox_dn_5: 0.1734 (0.1775)  loss_giou: 0.4872 (0.4842)  loss_giou_aux_0: 0.5040 (0.5082)  loss_giou_aux_1: 0.5057 (0.4949)  loss_giou_aux_2: 0.4991 (0.4894)  loss_giou_aux_3: 0.4893 (0.4853)  loss_giou_aux_4: 0.4932 (0.4843)  loss_giou_aux_5: 0.5448 (0.5741)  loss_giou_dn_0: 0.5835 (0.5917)  loss_giou_dn_1: 0.4887 (0.4877)  loss_giou_dn_2: 0.4641 (0.4585)  loss_giou_dn_3: 0.4510 (0.4496)  loss_giou_dn_4: 0.4509 (0.4477)  loss_giou_dn_5: 0.4517 (0.4478)  loss_vfl: 0.6796 (0.6873)  loss_vfl_aux_0: 0.7637 (0.7942)  loss_vfl_aux_1: 0.7391 (0.7428)  loss_vfl_aux_2: 0.7063 (0.7133)  loss_vfl_aux_3: 0.6954 (0.6998)  loss_vfl_aux_4: 0.6873 (0.6911)  loss_vfl_aux_5: 0.7608 (0.7802)  loss_vfl_dn_0: 0.4492 (0.4575)  loss_vfl_dn_1: 0.3874 (0.3944)  loss_vfl_dn_2: 0.3696 (0.3782)  loss_vfl_dn_3: 0.3606 (0.3704)  loss_vfl_dn_4: 0.3571 (0.3680)  loss_vfl_dn_5: 0.3590 (0.3674)  time: 0.4865  data: 0.0147  max mem: 5654
Epoch: [34]  [ 200/7393]  eta: 0:59:23  lr: 0.000010  loss: 15.4104 (16.2299)  loss_bbox: 0.1620 (0.1593)  loss_bbox_aux_0: 0.1749 (0.1731)  loss_bbox_aux_1: 0.1696 (0.1653)  loss_bbox_aux_2: 0.1719 (0.1625)  loss_bbox_aux_3: 0.1669 (0.1600)  loss_bbox_aux_4: 0.1622 (0.1590)  loss_bbox_aux_5: 0.2135 (0.2105)  loss_bbox_dn_0: 0.2772 (0.2763)  loss_bbox_dn_1: 0.2268 (0.2079)  loss_bbox_dn_2: 0.1947 (0.1855)  loss_bbox_dn_3: 0.1896 (0.1787)  loss_bbox_dn_4: 0.1869 (0.1772)  loss_bbox_dn_5: 0.1869 (0.1772)  loss_giou: 0.4267 (0.4857)  loss_giou_aux_0: 0.4371 (0.5098)  loss_giou_aux_1: 0.4289 (0.4971)  loss_giou_aux_2: 0.4306 (0.4911)  loss_giou_aux_3: 0.4185 (0.4865)  loss_giou_aux_4: 0.4319 (0.4856)  loss_giou_aux_5: 0.5072 (0.5752)  loss_giou_dn_0: 0.5467 (0.5937)  loss_giou_dn_1: 0.4358 (0.4895)  loss_giou_dn_2: 0.4145 (0.4602)  loss_giou_dn_3: 0.3991 (0.4515)  loss_giou_dn_4: 0.3989 (0.4496)  loss_giou_dn_5: 0.3989 (0.4498)  loss_vfl: 0.6726 (0.6844)  loss_vfl_aux_0: 0.8053 (0.7902)  loss_vfl_aux_1: 0.7387 (0.7377)  loss_vfl_aux_2: 0.6995 (0.7085)  loss_vfl_aux_3: 0.6961 (0.6980)  loss_vfl_aux_4: 0.6789 (0.6882)  loss_vfl_aux_5: 0.7794 (0.7741)  loss_vfl_dn_0: 0.4536 (0.4564)  loss_vfl_dn_1: 0.3813 (0.3933)  loss_vfl_dn_2: 0.3610 (0.3774)  loss_vfl_dn_3: 0.3543 (0.3699)  loss_vfl_dn_4: 0.3528 (0.3674)  loss_vfl_dn_5: 0.3505 (0.3668)  time: 0.4747  data: 0.0148  max mem: 5654
Epoch: [34]  [ 300/7393]  eta: 0:58:03  lr: 0.000010  loss: 16.3517 (16.2140)  loss_bbox: 0.1513 (0.1574)  loss_bbox_aux_0: 0.1635 (0.1709)  loss_bbox_aux_1: 0.1455 (0.1637)  loss_bbox_aux_2: 0.1443 (0.1610)  loss_bbox_aux_3: 0.1433 (0.1578)  loss_bbox_aux_4: 0.1430 (0.1569)  loss_bbox_aux_5: 0.1895 (0.2077)  loss_bbox_dn_0: 0.2491 (0.2739)  loss_bbox_dn_1: 0.1890 (0.2062)  loss_bbox_dn_2: 0.1759 (0.1842)  loss_bbox_dn_3: 0.1721 (0.1773)  loss_bbox_dn_4: 0.1700 (0.1758)  loss_bbox_dn_5: 0.1695 (0.1758)  loss_giou: 0.4710 (0.4853)  loss_giou_aux_0: 0.4982 (0.5098)  loss_giou_aux_1: 0.4787 (0.4969)  loss_giou_aux_2: 0.4771 (0.4914)  loss_giou_aux_3: 0.4654 (0.4858)  loss_giou_aux_4: 0.4605 (0.4849)  loss_giou_aux_5: 0.5729 (0.5762)  loss_giou_dn_0: 0.5762 (0.5932)  loss_giou_dn_1: 0.4688 (0.4889)  loss_giou_dn_2: 0.4485 (0.4598)  loss_giou_dn_3: 0.4388 (0.4513)  loss_giou_dn_4: 0.4353 (0.4494)  loss_giou_dn_5: 0.4351 (0.4496)  loss_vfl: 0.6927 (0.6865)  loss_vfl_aux_0: 0.7743 (0.7900)  loss_vfl_aux_1: 0.7457 (0.7378)  loss_vfl_aux_2: 0.7069 (0.7087)  loss_vfl_aux_3: 0.7011 (0.6995)  loss_vfl_aux_4: 0.6846 (0.6906)  loss_vfl_aux_5: 0.7538 (0.7751)  loss_vfl_dn_0: 0.4522 (0.4570)  loss_vfl_dn_1: 0.3971 (0.3936)  loss_vfl_dn_2: 0.3796 (0.3779)  loss_vfl_dn_3: 0.3758 (0.3704)  loss_vfl_dn_4: 0.3715 (0.3680)  loss_vfl_dn_5: 0.3719 (0.3674)  time: 0.4716  data: 0.0155  max mem: 5654
Epoch: [34]  [ 400/7393]  eta: 0:56:49  lr: 0.000010  loss: 16.3763 (16.2255)  loss_bbox: 0.1449 (0.1578)  loss_bbox_aux_0: 0.1534 (0.1707)  loss_bbox_aux_1: 0.1506 (0.1634)  loss_bbox_aux_2: 0.1531 (0.1612)  loss_bbox_aux_3: 0.1490 (0.1583)  loss_bbox_aux_4: 0.1450 (0.1575)  loss_bbox_aux_5: 0.1901 (0.2083)  loss_bbox_dn_0: 0.2398 (0.2750)  loss_bbox_dn_1: 0.1833 (0.2067)  loss_bbox_dn_2: 0.1688 (0.1845)  loss_bbox_dn_3: 0.1623 (0.1776)  loss_bbox_dn_4: 0.1604 (0.1761)  loss_bbox_dn_5: 0.1604 (0.1761)  loss_giou: 0.5126 (0.4847)  loss_giou_aux_0: 0.5478 (0.5096)  loss_giou_aux_1: 0.5372 (0.4960)  loss_giou_aux_2: 0.5293 (0.4908)  loss_giou_aux_3: 0.5176 (0.4856)  loss_giou_aux_4: 0.5119 (0.4847)  loss_giou_aux_5: 0.6242 (0.5767)  loss_giou_dn_0: 0.6070 (0.5940)  loss_giou_dn_1: 0.4993 (0.4888)  loss_giou_dn_2: 0.4694 (0.4597)  loss_giou_dn_3: 0.4599 (0.4512)  loss_giou_dn_4: 0.4577 (0.4493)  loss_giou_dn_5: 0.4581 (0.4495)  loss_vfl: 0.6780 (0.6864)  loss_vfl_aux_0: 0.7756 (0.7925)  loss_vfl_aux_1: 0.7108 (0.7403)  loss_vfl_aux_2: 0.6915 (0.7105)  loss_vfl_aux_3: 0.6864 (0.6987)  loss_vfl_aux_4: 0.6792 (0.6902)  loss_vfl_aux_5: 0.7614 (0.7759)  loss_vfl_dn_0: 0.4599 (0.4578)  loss_vfl_dn_1: 0.3955 (0.3942)  loss_vfl_dn_2: 0.3814 (0.3784)  loss_vfl_dn_3: 0.3719 (0.3708)  loss_vfl_dn_4: 0.3669 (0.3682)  loss_vfl_dn_5: 0.3668 (0.3676)  time: 0.4752  data: 0.0148  max mem: 5654
Epoch: [34]  [ 500/7393]  eta: 0:55:46  lr: 0.000010  loss: 16.2803 (16.2167)  loss_bbox: 0.1670 (0.1572)  loss_bbox_aux_0: 0.1776 (0.1699)  loss_bbox_aux_1: 0.1698 (0.1632)  loss_bbox_aux_2: 0.1676 (0.1606)  loss_bbox_aux_3: 0.1623 (0.1578)  loss_bbox_aux_4: 0.1668 (0.1569)  loss_bbox_aux_5: 0.2188 (0.2080)  loss_bbox_dn_0: 0.2817 (0.2756)  loss_bbox_dn_1: 0.2080 (0.2071)  loss_bbox_dn_2: 0.1827 (0.1851)  loss_bbox_dn_3: 0.1783 (0.1783)  loss_bbox_dn_4: 0.1767 (0.1768)  loss_bbox_dn_5: 0.1767 (0.1768)  loss_giou: 0.4545 (0.4835)  loss_giou_aux_0: 0.4587 (0.5080)  loss_giou_aux_1: 0.4470 (0.4947)  loss_giou_aux_2: 0.4400 (0.4897)  loss_giou_aux_3: 0.4493 (0.4844)  loss_giou_aux_4: 0.4546 (0.4834)  loss_giou_aux_5: 0.5272 (0.5754)  loss_giou_dn_0: 0.5628 (0.5937)  loss_giou_dn_1: 0.4586 (0.4883)  loss_giou_dn_2: 0.4296 (0.4592)  loss_giou_dn_3: 0.4240 (0.4507)  loss_giou_dn_4: 0.4248 (0.4488)  loss_giou_dn_5: 0.4250 (0.4490)  loss_vfl: 0.7070 (0.6863)  loss_vfl_aux_0: 0.7756 (0.7939)  loss_vfl_aux_1: 0.7396 (0.7405)  loss_vfl_aux_2: 0.7032 (0.7104)  loss_vfl_aux_3: 0.7117 (0.6982)  loss_vfl_aux_4: 0.7024 (0.6902)  loss_vfl_aux_5: 0.7745 (0.7766)  loss_vfl_dn_0: 0.4525 (0.4581)  loss_vfl_dn_1: 0.3926 (0.3944)  loss_vfl_dn_2: 0.3799 (0.3785)  loss_vfl_dn_3: 0.3753 (0.3710)  loss_vfl_dn_4: 0.3718 (0.3684)  loss_vfl_dn_5: 0.3712 (0.3677)  time: 0.4687  data: 0.0152  max mem: 5654
Epoch: [34]  [ 600/7393]  eta: 0:54:54  lr: 0.000010  loss: 16.1149 (16.2056)  loss_bbox: 0.1539 (0.1572)  loss_bbox_aux_0: 0.1538 (0.1697)  loss_bbox_aux_1: 0.1518 (0.1627)  loss_bbox_aux_2: 0.1566 (0.1604)  loss_bbox_aux_3: 0.1652 (0.1579)  loss_bbox_aux_4: 0.1558 (0.1570)  loss_bbox_aux_5: 0.1899 (0.2077)  loss_bbox_dn_0: 0.2941 (0.2753)  loss_bbox_dn_1: 0.2124 (0.2069)  loss_bbox_dn_2: 0.1915 (0.1850)  loss_bbox_dn_3: 0.1886 (0.1781)  loss_bbox_dn_4: 0.1881 (0.1767)  loss_bbox_dn_5: 0.1878 (0.1767)  loss_giou: 0.4276 (0.4838)  loss_giou_aux_0: 0.4550 (0.5081)  loss_giou_aux_1: 0.4332 (0.4946)  loss_giou_aux_2: 0.4276 (0.4897)  loss_giou_aux_3: 0.4288 (0.4849)  loss_giou_aux_4: 0.4276 (0.4838)  loss_giou_aux_5: 0.5106 (0.5753)  loss_giou_dn_0: 0.5649 (0.5941)  loss_giou_dn_1: 0.4529 (0.4884)  loss_giou_dn_2: 0.4308 (0.4594)  loss_giou_dn_3: 0.4199 (0.4509)  loss_giou_dn_4: 0.4158 (0.4490)  loss_giou_dn_5: 0.4155 (0.4492)  loss_vfl: 0.6914 (0.6848)  loss_vfl_aux_0: 0.8046 (0.7927)  loss_vfl_aux_1: 0.7624 (0.7398)  loss_vfl_aux_2: 0.7121 (0.7095)  loss_vfl_aux_3: 0.6936 (0.6963)  loss_vfl_aux_4: 0.6902 (0.6886)  loss_vfl_aux_5: 0.7952 (0.7754)  loss_vfl_dn_0: 0.4579 (0.4576)  loss_vfl_dn_1: 0.3979 (0.3942)  loss_vfl_dn_2: 0.3825 (0.3782)  loss_vfl_dn_3: 0.3767 (0.3706)  loss_vfl_dn_4: 0.3753 (0.3681)  loss_vfl_dn_5: 0.3750 (0.3674)  time: 0.4822  data: 0.0147  max mem: 5654
Epoch: [34]  [ 700/7393]  eta: 0:53:58  lr: 0.000010  loss: 16.3658 (16.2142)  loss_bbox: 0.1531 (0.1575)  loss_bbox_aux_0: 0.1712 (0.1699)  loss_bbox_aux_1: 0.1699 (0.1630)  loss_bbox_aux_2: 0.1573 (0.1604)  loss_bbox_aux_3: 0.1589 (0.1583)  loss_bbox_aux_4: 0.1575 (0.1574)  loss_bbox_aux_5: 0.2035 (0.2073)  loss_bbox_dn_0: 0.3002 (0.2772)  loss_bbox_dn_1: 0.2212 (0.2086)  loss_bbox_dn_2: 0.1890 (0.1863)  loss_bbox_dn_3: 0.1779 (0.1795)  loss_bbox_dn_4: 0.1764 (0.1780)  loss_bbox_dn_5: 0.1764 (0.1781)  loss_giou: 0.4154 (0.4837)  loss_giou_aux_0: 0.4186 (0.5076)  loss_giou_aux_1: 0.4188 (0.4944)  loss_giou_aux_2: 0.4112 (0.4891)  loss_giou_aux_3: 0.4090 (0.4850)  loss_giou_aux_4: 0.4104 (0.4837)  loss_giou_aux_5: 0.5147 (0.5745)  loss_giou_dn_0: 0.5888 (0.5942)  loss_giou_dn_1: 0.4815 (0.4884)  loss_giou_dn_2: 0.4479 (0.4592)  loss_giou_dn_3: 0.4410 (0.4506)  loss_giou_dn_4: 0.4396 (0.4487)  loss_giou_dn_5: 0.4396 (0.4489)  loss_vfl: 0.6858 (0.6849)  loss_vfl_aux_0: 0.8234 (0.7936)  loss_vfl_aux_1: 0.7361 (0.7391)  loss_vfl_aux_2: 0.7161 (0.7101)  loss_vfl_aux_3: 0.6997 (0.6956)  loss_vfl_aux_4: 0.6903 (0.6884)  loss_vfl_aux_5: 0.7979 (0.7766)  loss_vfl_dn_0: 0.4526 (0.4576)  loss_vfl_dn_1: 0.3876 (0.3942)  loss_vfl_dn_2: 0.3699 (0.3782)  loss_vfl_dn_3: 0.3617 (0.3707)  loss_vfl_dn_4: 0.3592 (0.3681)  loss_vfl_dn_5: 0.3583 (0.3675)  time: 0.4759  data: 0.0147  max mem: 5654
Epoch: [34]  [ 800/7393]  eta: 0:53:00  lr: 0.000010  loss: 15.8621 (16.2068)  loss_bbox: 0.1461 (0.1572)  loss_bbox_aux_0: 0.1699 (0.1697)  loss_bbox_aux_1: 0.1526 (0.1627)  loss_bbox_aux_2: 0.1496 (0.1601)  loss_bbox_aux_3: 0.1511 (0.1579)  loss_bbox_aux_4: 0.1484 (0.1570)  loss_bbox_aux_5: 0.1817 (0.2071)  loss_bbox_dn_0: 0.2419 (0.2771)  loss_bbox_dn_1: 0.1867 (0.2083)  loss_bbox_dn_2: 0.1670 (0.1861)  loss_bbox_dn_3: 0.1625 (0.1792)  loss_bbox_dn_4: 0.1605 (0.1777)  loss_bbox_dn_5: 0.1606 (0.1777)  loss_giou: 0.4310 (0.4840)  loss_giou_aux_0: 0.4682 (0.5075)  loss_giou_aux_1: 0.4537 (0.4948)  loss_giou_aux_2: 0.4410 (0.4894)  loss_giou_aux_3: 0.4391 (0.4855)  loss_giou_aux_4: 0.4309 (0.4841)  loss_giou_aux_5: 0.5420 (0.5749)  loss_giou_dn_0: 0.5702 (0.5943)  loss_giou_dn_1: 0.4620 (0.4884)  loss_giou_dn_2: 0.4290 (0.4591)  loss_giou_dn_3: 0.4247 (0.4505)  loss_giou_dn_4: 0.4232 (0.4486)  loss_giou_dn_5: 0.4232 (0.4488)  loss_vfl: 0.6538 (0.6836)  loss_vfl_aux_0: 0.7703 (0.7941)  loss_vfl_aux_1: 0.6986 (0.7381)  loss_vfl_aux_2: 0.6544 (0.7090)  loss_vfl_aux_3: 0.6605 (0.6942)  loss_vfl_aux_4: 0.6560 (0.6871)  loss_vfl_aux_5: 0.7580 (0.7764)  loss_vfl_dn_0: 0.4558 (0.4578)  loss_vfl_dn_1: 0.3858 (0.3944)  loss_vfl_dn_2: 0.3686 (0.3782)  loss_vfl_dn_3: 0.3638 (0.3707)  loss_vfl_dn_4: 0.3599 (0.3681)  loss_vfl_dn_5: 0.3591 (0.3674)  time: 0.4756  data: 0.0146  max mem: 5654
Epoch: [34]  [ 900/7393]  eta: 0:52:07  lr: 0.000010  loss: 16.0391 (16.2040)  loss_bbox: 0.1652 (0.1571)  loss_bbox_aux_0: 0.1765 (0.1693)  loss_bbox_aux_1: 0.1599 (0.1623)  loss_bbox_aux_2: 0.1654 (0.1600)  loss_bbox_aux_3: 0.1658 (0.1579)  loss_bbox_aux_4: 0.1687 (0.1570)  loss_bbox_aux_5: 0.2199 (0.2071)  loss_bbox_dn_0: 0.2584 (0.2767)  loss_bbox_dn_1: 0.1973 (0.2081)  loss_bbox_dn_2: 0.1758 (0.1858)  loss_bbox_dn_3: 0.1701 (0.1790)  loss_bbox_dn_4: 0.1663 (0.1776)  loss_bbox_dn_5: 0.1663 (0.1776)  loss_giou: 0.4724 (0.4835)  loss_giou_aux_0: 0.5030 (0.5066)  loss_giou_aux_1: 0.4848 (0.4940)  loss_giou_aux_2: 0.4755 (0.4890)  loss_giou_aux_3: 0.4768 (0.4851)  loss_giou_aux_4: 0.4730 (0.4836)  loss_giou_aux_5: 0.5767 (0.5743)  loss_giou_dn_0: 0.5851 (0.5935)  loss_giou_dn_1: 0.4796 (0.4880)  loss_giou_dn_2: 0.4429 (0.4586)  loss_giou_dn_3: 0.4353 (0.4501)  loss_giou_dn_4: 0.4313 (0.4482)  loss_giou_dn_5: 0.4313 (0.4483)  loss_vfl: 0.6693 (0.6847)  loss_vfl_aux_0: 0.7734 (0.7952)  loss_vfl_aux_1: 0.7172 (0.7391)  loss_vfl_aux_2: 0.7110 (0.7100)  loss_vfl_aux_3: 0.6789 (0.6953)  loss_vfl_aux_4: 0.6807 (0.6881)  loss_vfl_aux_5: 0.7477 (0.7773)  loss_vfl_dn_0: 0.4510 (0.4579)  loss_vfl_dn_1: 0.3885 (0.3941)  loss_vfl_dn_2: 0.3751 (0.3781)  loss_vfl_dn_3: 0.3671 (0.3706)  loss_vfl_dn_4: 0.3648 (0.3680)  loss_vfl_dn_5: 0.3643 (0.3673)  time: 0.4808  data: 0.0137  max mem: 5654
Epoch: [34]  [1000/7393]  eta: 0:51:16  lr: 0.000010  loss: 16.4726 (16.2088)  loss_bbox: 0.1525 (0.1576)  loss_bbox_aux_0: 0.1689 (0.1698)  loss_bbox_aux_1: 0.1566 (0.1628)  loss_bbox_aux_2: 0.1563 (0.1603)  loss_bbox_aux_3: 0.1535 (0.1584)  loss_bbox_aux_4: 0.1572 (0.1575)  loss_bbox_aux_5: 0.2192 (0.2077)  loss_bbox_dn_0: 0.2911 (0.2782)  loss_bbox_dn_1: 0.2187 (0.2092)  loss_bbox_dn_2: 0.2016 (0.1868)  loss_bbox_dn_3: 0.1916 (0.1799)  loss_bbox_dn_4: 0.1862 (0.1785)  loss_bbox_dn_5: 0.1863 (0.1785)  loss_giou: 0.4534 (0.4829)  loss_giou_aux_0: 0.4540 (0.5059)  loss_giou_aux_1: 0.4614 (0.4931)  loss_giou_aux_2: 0.4519 (0.4882)  loss_giou_aux_3: 0.4437 (0.4844)  loss_giou_aux_4: 0.4532 (0.4831)  loss_giou_aux_5: 0.5498 (0.5737)  loss_giou_dn_0: 0.5776 (0.5932)  loss_giou_dn_1: 0.4765 (0.4872)  loss_giou_dn_2: 0.4438 (0.4577)  loss_giou_dn_3: 0.4299 (0.4491)  loss_giou_dn_4: 0.4280 (0.4472)  loss_giou_dn_5: 0.4282 (0.4474)  loss_vfl: 0.6880 (0.6852)  loss_vfl_aux_0: 0.8308 (0.7965)  loss_vfl_aux_1: 0.7520 (0.7403)  loss_vfl_aux_2: 0.7143 (0.7109)  loss_vfl_aux_3: 0.7123 (0.6961)  loss_vfl_aux_4: 0.7080 (0.6884)  loss_vfl_aux_5: 0.8010 (0.7782)  loss_vfl_dn_0: 0.4589 (0.4577)  loss_vfl_dn_1: 0.3971 (0.3940)  loss_vfl_dn_2: 0.3837 (0.3779)  loss_vfl_dn_3: 0.3775 (0.3703)  loss_vfl_dn_4: 0.3761 (0.3677)  loss_vfl_dn_5: 0.3765 (0.3670)  time: 0.4646  data: 0.0136  max mem: 5654
Epoch: [34]  [1100/7393]  eta: 0:50:25  lr: 0.000010  loss: 16.2337 (16.2041)  loss_bbox: 0.1504 (0.1570)  loss_bbox_aux_0: 0.1561 (0.1694)  loss_bbox_aux_1: 0.1502 (0.1624)  loss_bbox_aux_2: 0.1539 (0.1598)  loss_bbox_aux_3: 0.1497 (0.1578)  loss_bbox_aux_4: 0.1476 (0.1570)  loss_bbox_aux_5: 0.1941 (0.2071)  loss_bbox_dn_0: 0.2416 (0.2763)  loss_bbox_dn_1: 0.1894 (0.2077)  loss_bbox_dn_2: 0.1672 (0.1855)  loss_bbox_dn_3: 0.1618 (0.1787)  loss_bbox_dn_4: 0.1583 (0.1772)  loss_bbox_dn_5: 0.1583 (0.1772)  loss_giou: 0.4797 (0.4845)  loss_giou_aux_0: 0.5174 (0.5077)  loss_giou_aux_1: 0.4994 (0.4948)  loss_giou_aux_2: 0.4922 (0.4898)  loss_giou_aux_3: 0.4770 (0.4860)  loss_giou_aux_4: 0.4877 (0.4847)  loss_giou_aux_5: 0.5832 (0.5753)  loss_giou_dn_0: 0.5945 (0.5938)  loss_giou_dn_1: 0.5023 (0.4880)  loss_giou_dn_2: 0.4688 (0.4584)  loss_giou_dn_3: 0.4644 (0.4498)  loss_giou_dn_4: 0.4598 (0.4478)  loss_giou_dn_5: 0.4599 (0.4480)  loss_vfl: 0.6610 (0.6844)  loss_vfl_aux_0: 0.7792 (0.7949)  loss_vfl_aux_1: 0.7024 (0.7390)  loss_vfl_aux_2: 0.6972 (0.7101)  loss_vfl_aux_3: 0.6681 (0.6951)  loss_vfl_aux_4: 0.6509 (0.6875)  loss_vfl_aux_5: 0.7520 (0.7768)  loss_vfl_dn_0: 0.4504 (0.4575)  loss_vfl_dn_1: 0.3916 (0.3939)  loss_vfl_dn_2: 0.3760 (0.3779)  loss_vfl_dn_3: 0.3702 (0.3703)  loss_vfl_dn_4: 0.3695 (0.3677)  loss_vfl_dn_5: 0.3693 (0.3670)  time: 0.4720  data: 0.0147  max mem: 5654
Epoch: [34]  [1200/7393]  eta: 0:49:37  lr: 0.000010  loss: 15.6678 (16.2077)  loss_bbox: 0.1542 (0.1567)  loss_bbox_aux_0: 0.1758 (0.1693)  loss_bbox_aux_1: 0.1590 (0.1622)  loss_bbox_aux_2: 0.1554 (0.1595)  loss_bbox_aux_3: 0.1526 (0.1574)  loss_bbox_aux_4: 0.1516 (0.1567)  loss_bbox_aux_5: 0.2133 (0.2072)  loss_bbox_dn_0: 0.2672 (0.2762)  loss_bbox_dn_1: 0.2016 (0.2077)  loss_bbox_dn_2: 0.1841 (0.1855)  loss_bbox_dn_3: 0.1809 (0.1787)  loss_bbox_dn_4: 0.1800 (0.1772)  loss_bbox_dn_5: 0.1795 (0.1772)  loss_giou: 0.4500 (0.4850)  loss_giou_aux_0: 0.4870 (0.5083)  loss_giou_aux_1: 0.4547 (0.4953)  loss_giou_aux_2: 0.4535 (0.4902)  loss_giou_aux_3: 0.4517 (0.4865)  loss_giou_aux_4: 0.4546 (0.4852)  loss_giou_aux_5: 0.5464 (0.5758)  loss_giou_dn_0: 0.5930 (0.5939)  loss_giou_dn_1: 0.4715 (0.4880)  loss_giou_dn_2: 0.4424 (0.4585)  loss_giou_dn_3: 0.4347 (0.4500)  loss_giou_dn_4: 0.4328 (0.4480)  loss_giou_dn_5: 0.4331 (0.4481)  loss_vfl: 0.6842 (0.6846)  loss_vfl_aux_0: 0.7812 (0.7949)  loss_vfl_aux_1: 0.7233 (0.7397)  loss_vfl_aux_2: 0.6980 (0.7105)  loss_vfl_aux_3: 0.6888 (0.6956)  loss_vfl_aux_4: 0.6818 (0.6879)  loss_vfl_aux_5: 0.7645 (0.7770)  loss_vfl_dn_0: 0.4447 (0.4572)  loss_vfl_dn_1: 0.3887 (0.3937)  loss_vfl_dn_2: 0.3720 (0.3778)  loss_vfl_dn_3: 0.3641 (0.3702)  loss_vfl_dn_4: 0.3631 (0.3676)  loss_vfl_dn_5: 0.3616 (0.3669)  time: 0.4642  data: 0.0141  max mem: 5654
Epoch: [34]  [1300/7393]  eta: 0:48:46  lr: 0.000010  loss: 16.5297 (16.2038)  loss_bbox: 0.1605 (0.1570)  loss_bbox_aux_0: 0.1736 (0.1695)  loss_bbox_aux_1: 0.1721 (0.1623)  loss_bbox_aux_2: 0.1645 (0.1597)  loss_bbox_aux_3: 0.1630 (0.1577)  loss_bbox_aux_4: 0.1632 (0.1571)  loss_bbox_aux_5: 0.2190 (0.2074)  loss_bbox_dn_0: 0.2796 (0.2768)  loss_bbox_dn_1: 0.2019 (0.2082)  loss_bbox_dn_2: 0.1837 (0.1860)  loss_bbox_dn_3: 0.1758 (0.1791)  loss_bbox_dn_4: 0.1752 (0.1777)  loss_bbox_dn_5: 0.1751 (0.1777)  loss_giou: 0.4404 (0.4836)  loss_giou_aux_0: 0.4732 (0.5067)  loss_giou_aux_1: 0.4694 (0.4936)  loss_giou_aux_2: 0.4608 (0.4885)  loss_giou_aux_3: 0.4446 (0.4849)  loss_giou_aux_4: 0.4480 (0.4838)  loss_giou_aux_5: 0.5444 (0.5742)  loss_giou_dn_0: 0.5846 (0.5932)  loss_giou_dn_1: 0.4737 (0.4874)  loss_giou_dn_2: 0.4459 (0.4579)  loss_giou_dn_3: 0.4358 (0.4494)  loss_giou_dn_4: 0.4325 (0.4474)  loss_giou_dn_5: 0.4325 (0.4475)  loss_vfl: 0.7216 (0.6852)  loss_vfl_aux_0: 0.8203 (0.7959)  loss_vfl_aux_1: 0.7711 (0.7410)  loss_vfl_aux_2: 0.7445 (0.7117)  loss_vfl_aux_3: 0.7334 (0.6965)  loss_vfl_aux_4: 0.7175 (0.6886)  loss_vfl_aux_5: 0.8090 (0.7781)  loss_vfl_dn_0: 0.4574 (0.4572)  loss_vfl_dn_1: 0.3998 (0.3936)  loss_vfl_dn_2: 0.3832 (0.3776)  loss_vfl_dn_3: 0.3756 (0.3700)  loss_vfl_dn_4: 0.3735 (0.3674)  loss_vfl_dn_5: 0.3723 (0.3667)  time: 0.4823  data: 0.0150  max mem: 5654
Epoch: [34]  [1400/7393]  eta: 0:47:56  lr: 0.000010  loss: 16.5082 (16.2038)  loss_bbox: 0.1527 (0.1569)  loss_bbox_aux_0: 0.1601 (0.1695)  loss_bbox_aux_1: 0.1516 (0.1621)  loss_bbox_aux_2: 0.1541 (0.1596)  loss_bbox_aux_3: 0.1506 (0.1576)  loss_bbox_aux_4: 0.1526 (0.1570)  loss_bbox_aux_5: 0.1947 (0.2072)  loss_bbox_dn_0: 0.2499 (0.2766)  loss_bbox_dn_1: 0.1891 (0.2080)  loss_bbox_dn_2: 0.1700 (0.1858)  loss_bbox_dn_3: 0.1631 (0.1790)  loss_bbox_dn_4: 0.1623 (0.1775)  loss_bbox_dn_5: 0.1623 (0.1775)  loss_giou: 0.4779 (0.4839)  loss_giou_aux_0: 0.5046 (0.5072)  loss_giou_aux_1: 0.4858 (0.4939)  loss_giou_aux_2: 0.4930 (0.4889)  loss_giou_aux_3: 0.4861 (0.4852)  loss_giou_aux_4: 0.4803 (0.4841)  loss_giou_aux_5: 0.5673 (0.5744)  loss_giou_dn_0: 0.5858 (0.5933)  loss_giou_dn_1: 0.4820 (0.4876)  loss_giou_dn_2: 0.4610 (0.4580)  loss_giou_dn_3: 0.4514 (0.4495)  loss_giou_dn_4: 0.4469 (0.4475)  loss_giou_dn_5: 0.4467 (0.4477)  loss_vfl: 0.7080 (0.6853)  loss_vfl_aux_0: 0.7696 (0.7957)  loss_vfl_aux_1: 0.7365 (0.7410)  loss_vfl_aux_2: 0.7111 (0.7113)  loss_vfl_aux_3: 0.7092 (0.6964)  loss_vfl_aux_4: 0.7028 (0.6885)  loss_vfl_aux_5: 0.7414 (0.7783)  loss_vfl_dn_0: 0.4552 (0.4572)  loss_vfl_dn_1: 0.3969 (0.3935)  loss_vfl_dn_2: 0.3766 (0.3776)  loss_vfl_dn_3: 0.3698 (0.3699)  loss_vfl_dn_4: 0.3679 (0.3673)  loss_vfl_dn_5: 0.3691 (0.3666)  time: 0.4697  data: 0.0138  max mem: 5654
Epoch: [34]  [1500/7393]  eta: 0:47:07  lr: 0.000010  loss: 16.3062 (16.2051)  loss_bbox: 0.1365 (0.1567)  loss_bbox_aux_0: 0.1428 (0.1693)  loss_bbox_aux_1: 0.1324 (0.1619)  loss_bbox_aux_2: 0.1452 (0.1594)  loss_bbox_aux_3: 0.1373 (0.1573)  loss_bbox_aux_4: 0.1366 (0.1568)  loss_bbox_aux_5: 0.1765 (0.2072)  loss_bbox_dn_0: 0.2511 (0.2765)  loss_bbox_dn_1: 0.1832 (0.2079)  loss_bbox_dn_2: 0.1657 (0.1857)  loss_bbox_dn_3: 0.1622 (0.1788)  loss_bbox_dn_4: 0.1607 (0.1773)  loss_bbox_dn_5: 0.1607 (0.1773)  loss_giou: 0.4509 (0.4839)  loss_giou_aux_0: 0.4764 (0.5073)  loss_giou_aux_1: 0.4541 (0.4939)  loss_giou_aux_2: 0.4592 (0.4890)  loss_giou_aux_3: 0.4651 (0.4852)  loss_giou_aux_4: 0.4582 (0.4842)  loss_giou_aux_5: 0.5290 (0.5746)  loss_giou_dn_0: 0.5918 (0.5936)  loss_giou_dn_1: 0.4881 (0.4880)  loss_giou_dn_2: 0.4587 (0.4586)  loss_giou_dn_3: 0.4593 (0.4500)  loss_giou_dn_4: 0.4564 (0.4480)  loss_giou_dn_5: 0.4570 (0.4482)  loss_vfl: 0.6681 (0.6856)  loss_vfl_aux_0: 0.7675 (0.7956)  loss_vfl_aux_1: 0.7214 (0.7413)  loss_vfl_aux_2: 0.6837 (0.7113)  loss_vfl_aux_3: 0.6845 (0.6968)  loss_vfl_aux_4: 0.6743 (0.6887)  loss_vfl_aux_5: 0.7487 (0.7775)  loss_vfl_dn_0: 0.4461 (0.4571)  loss_vfl_dn_1: 0.3898 (0.3934)  loss_vfl_dn_2: 0.3741 (0.3775)  loss_vfl_dn_3: 0.3658 (0.3698)  loss_vfl_dn_4: 0.3631 (0.3673)  loss_vfl_dn_5: 0.3612 (0.3665)  time: 0.4744  data: 0.0139  max mem: 5654
Epoch: [34]  [1600/7393]  eta: 0:46:19  lr: 0.000010  loss: 16.8149 (16.2207)  loss_bbox: 0.1707 (0.1568)  loss_bbox_aux_0: 0.1816 (0.1694)  loss_bbox_aux_1: 0.1694 (0.1620)  loss_bbox_aux_2: 0.1712 (0.1594)  loss_bbox_aux_3: 0.1704 (0.1574)  loss_bbox_aux_4: 0.1745 (0.1570)  loss_bbox_aux_5: 0.2161 (0.2073)  loss_bbox_dn_0: 0.2858 (0.2765)  loss_bbox_dn_1: 0.2186 (0.2080)  loss_bbox_dn_2: 0.1949 (0.1859)  loss_bbox_dn_3: 0.1905 (0.1790)  loss_bbox_dn_4: 0.1910 (0.1775)  loss_bbox_dn_5: 0.1910 (0.1775)  loss_giou: 0.4878 (0.4847)  loss_giou_aux_0: 0.5084 (0.5080)  loss_giou_aux_1: 0.4955 (0.4946)  loss_giou_aux_2: 0.4892 (0.4897)  loss_giou_aux_3: 0.4892 (0.4860)  loss_giou_aux_4: 0.4910 (0.4850)  loss_giou_aux_5: 0.5911 (0.5756)  loss_giou_dn_0: 0.6233 (0.5944)  loss_giou_dn_1: 0.5296 (0.4888)  loss_giou_dn_2: 0.4841 (0.4594)  loss_giou_dn_3: 0.4749 (0.4508)  loss_giou_dn_4: 0.4724 (0.4488)  loss_giou_dn_5: 0.4729 (0.4490)  loss_vfl: 0.6789 (0.6861)  loss_vfl_aux_0: 0.7531 (0.7959)  loss_vfl_aux_1: 0.7238 (0.7416)  loss_vfl_aux_2: 0.7041 (0.7121)  loss_vfl_aux_3: 0.6808 (0.6972)  loss_vfl_aux_4: 0.6863 (0.6893)  loss_vfl_aux_5: 0.7638 (0.7772)  loss_vfl_dn_0: 0.4553 (0.4572)  loss_vfl_dn_1: 0.4021 (0.3935)  loss_vfl_dn_2: 0.3869 (0.3777)  loss_vfl_dn_3: 0.3800 (0.3700)  loss_vfl_dn_4: 0.3781 (0.3675)  loss_vfl_dn_5: 0.3748 (0.3667)  time: 0.4921  data: 0.0145  max mem: 5654
Epoch: [34]  [1700/7393]  eta: 0:45:29  lr: 0.000010  loss: 16.1446 (16.2194)  loss_bbox: 0.1545 (0.1567)  loss_bbox_aux_0: 0.1646 (0.1693)  loss_bbox_aux_1: 0.1567 (0.1621)  loss_bbox_aux_2: 0.1570 (0.1594)  loss_bbox_aux_3: 0.1584 (0.1574)  loss_bbox_aux_4: 0.1538 (0.1569)  loss_bbox_aux_5: 0.1941 (0.2073)  loss_bbox_dn_0: 0.2435 (0.2765)  loss_bbox_dn_1: 0.1956 (0.2079)  loss_bbox_dn_2: 0.1823 (0.1857)  loss_bbox_dn_3: 0.1733 (0.1788)  loss_bbox_dn_4: 0.1714 (0.1773)  loss_bbox_dn_5: 0.1714 (0.1773)  loss_giou: 0.4724 (0.4851)  loss_giou_aux_0: 0.4769 (0.5084)  loss_giou_aux_1: 0.4757 (0.4950)  loss_giou_aux_2: 0.4698 (0.4900)  loss_giou_aux_3: 0.4747 (0.4864)  loss_giou_aux_4: 0.4719 (0.4853)  loss_giou_aux_5: 0.5458 (0.5760)  loss_giou_dn_0: 0.5767 (0.5946)  loss_giou_dn_1: 0.4698 (0.4889)  loss_giou_dn_2: 0.4397 (0.4594)  loss_giou_dn_3: 0.4313 (0.4509)  loss_giou_dn_4: 0.4310 (0.4489)  loss_giou_dn_5: 0.4313 (0.4491)  loss_vfl: 0.7053 (0.6858)  loss_vfl_aux_0: 0.8082 (0.7956)  loss_vfl_aux_1: 0.7549 (0.7410)  loss_vfl_aux_2: 0.7184 (0.7117)  loss_vfl_aux_3: 0.7162 (0.6968)  loss_vfl_aux_4: 0.7110 (0.6889)  loss_vfl_aux_5: 0.7564 (0.7764)  loss_vfl_dn_0: 0.4642 (0.4572)  loss_vfl_dn_1: 0.4009 (0.3936)  loss_vfl_dn_2: 0.3838 (0.3777)  loss_vfl_dn_3: 0.3781 (0.3701)  loss_vfl_dn_4: 0.3760 (0.3675)  loss_vfl_dn_5: 0.3756 (0.3667)  time: 0.4766  data: 0.0138  max mem: 5654
Epoch: [34]  [1800/7393]  eta: 0:44:41  lr: 0.000010  loss: 16.2015 (16.2291)  loss_bbox: 0.1535 (0.1570)  loss_bbox_aux_0: 0.1631 (0.1695)  loss_bbox_aux_1: 0.1497 (0.1623)  loss_bbox_aux_2: 0.1501 (0.1595)  loss_bbox_aux_3: 0.1495 (0.1575)  loss_bbox_aux_4: 0.1535 (0.1571)  loss_bbox_aux_5: 0.2064 (0.2072)  loss_bbox_dn_0: 0.2708 (0.2768)  loss_bbox_dn_1: 0.2172 (0.2083)  loss_bbox_dn_2: 0.1818 (0.1861)  loss_bbox_dn_3: 0.1808 (0.1792)  loss_bbox_dn_4: 0.1790 (0.1777)  loss_bbox_dn_5: 0.1791 (0.1778)  loss_giou: 0.4728 (0.4850)  loss_giou_aux_0: 0.4825 (0.5084)  loss_giou_aux_1: 0.4756 (0.4950)  loss_giou_aux_2: 0.4738 (0.4899)  loss_giou_aux_3: 0.4719 (0.4863)  loss_giou_aux_4: 0.4728 (0.4852)  loss_giou_aux_5: 0.5658 (0.5757)  loss_giou_dn_0: 0.5852 (0.5949)  loss_giou_dn_1: 0.4725 (0.4892)  loss_giou_dn_2: 0.4321 (0.4596)  loss_giou_dn_3: 0.4224 (0.4511)  loss_giou_dn_4: 0.4188 (0.4491)  loss_giou_dn_5: 0.4188 (0.4492)  loss_vfl: 0.6872 (0.6865)  loss_vfl_aux_0: 0.7924 (0.7959)  loss_vfl_aux_1: 0.7585 (0.7418)  loss_vfl_aux_2: 0.7082 (0.7124)  loss_vfl_aux_3: 0.7019 (0.6975)  loss_vfl_aux_4: 0.6918 (0.6897)  loss_vfl_aux_5: 0.8012 (0.7768)  loss_vfl_dn_0: 0.4515 (0.4573)  loss_vfl_dn_1: 0.3889 (0.3937)  loss_vfl_dn_2: 0.3733 (0.3779)  loss_vfl_dn_3: 0.3683 (0.3702)  loss_vfl_dn_4: 0.3663 (0.3677)  loss_vfl_dn_5: 0.3659 (0.3669)  time: 0.4750  data: 0.0140  max mem: 5654
Epoch: [34]  [1900/7393]  eta: 0:43:51  lr: 0.000010  loss: 16.6365 (16.2346)  loss_bbox: 0.1435 (0.1568)  loss_bbox_aux_0: 0.1732 (0.1694)  loss_bbox_aux_1: 0.1595 (0.1621)  loss_bbox_aux_2: 0.1557 (0.1594)  loss_bbox_aux_3: 0.1432 (0.1574)  loss_bbox_aux_4: 0.1441 (0.1569)  loss_bbox_aux_5: 0.2035 (0.2071)  loss_bbox_dn_0: 0.2516 (0.2766)  loss_bbox_dn_1: 0.1888 (0.2081)  loss_bbox_dn_2: 0.1720 (0.1860)  loss_bbox_dn_3: 0.1671 (0.1791)  loss_bbox_dn_4: 0.1656 (0.1776)  loss_bbox_dn_5: 0.1655 (0.1776)  loss_giou: 0.5031 (0.4852)  loss_giou_aux_0: 0.5466 (0.5087)  loss_giou_aux_1: 0.5535 (0.4951)  loss_giou_aux_2: 0.5381 (0.4901)  loss_giou_aux_3: 0.5103 (0.4864)  loss_giou_aux_4: 0.5058 (0.4854)  loss_giou_aux_5: 0.6255 (0.5761)  loss_giou_dn_0: 0.6634 (0.5951)  loss_giou_dn_1: 0.5351 (0.4895)  loss_giou_dn_2: 0.5169 (0.4599)  loss_giou_dn_3: 0.5085 (0.4513)  loss_giou_dn_4: 0.5087 (0.4493)  loss_giou_dn_5: 0.5089 (0.4495)  loss_vfl: 0.6672 (0.6870)  loss_vfl_aux_0: 0.7728 (0.7963)  loss_vfl_aux_1: 0.7038 (0.7425)  loss_vfl_aux_2: 0.6791 (0.7130)  loss_vfl_aux_3: 0.6846 (0.6981)  loss_vfl_aux_4: 0.6675 (0.6902)  loss_vfl_aux_5: 0.7593 (0.7771)  loss_vfl_dn_0: 0.4600 (0.4575)  loss_vfl_dn_1: 0.3984 (0.3939)  loss_vfl_dn_2: 0.3856 (0.3781)  loss_vfl_dn_3: 0.3771 (0.3704)  loss_vfl_dn_4: 0.3732 (0.3678)  loss_vfl_dn_5: 0.3727 (0.3670)  time: 0.4651  data: 0.0148  max mem: 5654
Epoch: [34]  [2000/7393]  eta: 0:43:21  lr: 0.000010  loss: 15.8077 (16.2334)  loss_bbox: 0.1450 (0.1569)  loss_bbox_aux_0: 0.1613 (0.1693)  loss_bbox_aux_1: 0.1473 (0.1620)  loss_bbox_aux_2: 0.1458 (0.1594)  loss_bbox_aux_3: 0.1456 (0.1575)  loss_bbox_aux_4: 0.1450 (0.1570)  loss_bbox_aux_5: 0.1902 (0.2071)  loss_bbox_dn_0: 0.2540 (0.2767)  loss_bbox_dn_1: 0.1867 (0.2082)  loss_bbox_dn_2: 0.1614 (0.1860)  loss_bbox_dn_3: 0.1553 (0.1792)  loss_bbox_dn_4: 0.1554 (0.1777)  loss_bbox_dn_5: 0.1556 (0.1777)  loss_giou: 0.4739 (0.4852)  loss_giou_aux_0: 0.4902 (0.5087)  loss_giou_aux_1: 0.4733 (0.4950)  loss_giou_aux_2: 0.4772 (0.4900)  loss_giou_aux_3: 0.4701 (0.4864)  loss_giou_aux_4: 0.4738 (0.4854)  loss_giou_aux_5: 0.5831 (0.5760)  loss_giou_dn_0: 0.5948 (0.5950)  loss_giou_dn_1: 0.4938 (0.4895)  loss_giou_dn_2: 0.4603 (0.4599)  loss_giou_dn_3: 0.4507 (0.4513)  loss_giou_dn_4: 0.4474 (0.4493)  loss_giou_dn_5: 0.4476 (0.4495)  loss_vfl: 0.6598 (0.6867)  loss_vfl_aux_0: 0.7532 (0.7962)  loss_vfl_aux_1: 0.7144 (0.7426)  loss_vfl_aux_2: 0.6697 (0.7129)  loss_vfl_aux_3: 0.6540 (0.6980)  loss_vfl_aux_4: 0.6583 (0.6900)  loss_vfl_aux_5: 0.7566 (0.7769)  loss_vfl_dn_0: 0.4527 (0.4574)  loss_vfl_dn_1: 0.3970 (0.3938)  loss_vfl_dn_2: 0.3766 (0.3780)  loss_vfl_dn_3: 0.3688 (0.3704)  loss_vfl_dn_4: 0.3694 (0.3678)  loss_vfl_dn_5: 0.3662 (0.3670)  time: 0.4661  data: 0.0143  max mem: 5654
Epoch: [34]  [2100/7393]  eta: 0:42:32  lr: 0.000010  loss: 16.0430 (16.2338)  loss_bbox: 0.1513 (0.1568)  loss_bbox_aux_0: 0.1658 (0.1693)  loss_bbox_aux_1: 0.1576 (0.1619)  loss_bbox_aux_2: 0.1533 (0.1593)  loss_bbox_aux_3: 0.1565 (0.1574)  loss_bbox_aux_4: 0.1549 (0.1569)  loss_bbox_aux_5: 0.2141 (0.2071)  loss_bbox_dn_0: 0.2693 (0.2766)  loss_bbox_dn_1: 0.2043 (0.2083)  loss_bbox_dn_2: 0.1843 (0.1861)  loss_bbox_dn_3: 0.1775 (0.1792)  loss_bbox_dn_4: 0.1748 (0.1777)  loss_bbox_dn_5: 0.1748 (0.1777)  loss_giou: 0.5102 (0.4851)  loss_giou_aux_0: 0.5422 (0.5088)  loss_giou_aux_1: 0.5361 (0.4949)  loss_giou_aux_2: 0.5273 (0.4899)  loss_giou_aux_3: 0.5182 (0.4863)  loss_giou_aux_4: 0.5204 (0.4853)  loss_giou_aux_5: 0.5971 (0.5761)  loss_giou_dn_0: 0.6116 (0.5951)  loss_giou_dn_1: 0.4980 (0.4895)  loss_giou_dn_2: 0.4590 (0.4599)  loss_giou_dn_3: 0.4524 (0.4514)  loss_giou_dn_4: 0.4489 (0.4493)  loss_giou_dn_5: 0.4487 (0.4495)  loss_vfl: 0.6844 (0.6869)  loss_vfl_aux_0: 0.8014 (0.7960)  loss_vfl_aux_1: 0.7703 (0.7432)  loss_vfl_aux_2: 0.7272 (0.7132)  loss_vfl_aux_3: 0.7039 (0.6981)  loss_vfl_aux_4: 0.6924 (0.6901)  loss_vfl_aux_5: 0.7444 (0.7769)  loss_vfl_dn_0: 0.4465 (0.4573)  loss_vfl_dn_1: 0.3936 (0.3937)  loss_vfl_dn_2: 0.3737 (0.3779)  loss_vfl_dn_3: 0.3647 (0.3703)  loss_vfl_dn_4: 0.3642 (0.3677)  loss_vfl_dn_5: 0.3617 (0.3669)  time: 0.4755  data: 0.0142  max mem: 5654
Epoch: [34]  [2200/7393]  eta: 0:41:42  lr: 0.000010  loss: 16.8006 (16.2357)  loss_bbox: 0.1404 (0.1567)  loss_bbox_aux_0: 0.1674 (0.1693)  loss_bbox_aux_1: 0.1508 (0.1619)  loss_bbox_aux_2: 0.1478 (0.1592)  loss_bbox_aux_3: 0.1414 (0.1572)  loss_bbox_aux_4: 0.1411 (0.1568)  loss_bbox_aux_5: 0.2085 (0.2074)  loss_bbox_dn_0: 0.2609 (0.2771)  loss_bbox_dn_1: 0.1973 (0.2086)  loss_bbox_dn_2: 0.1815 (0.1863)  loss_bbox_dn_3: 0.1779 (0.1795)  loss_bbox_dn_4: 0.1773 (0.1780)  loss_bbox_dn_5: 0.1775 (0.1780)  loss_giou: 0.4956 (0.4848)  loss_giou_aux_0: 0.5225 (0.5087)  loss_giou_aux_1: 0.4988 (0.4947)  loss_giou_aux_2: 0.4966 (0.4896)  loss_giou_aux_3: 0.4952 (0.4860)  loss_giou_aux_4: 0.5036 (0.4850)  loss_giou_aux_5: 0.6077 (0.5760)  loss_giou_dn_0: 0.6337 (0.5952)  loss_giou_dn_1: 0.5269 (0.4896)  loss_giou_dn_2: 0.5018 (0.4600)  loss_giou_dn_3: 0.4909 (0.4514)  loss_giou_dn_4: 0.4882 (0.4494)  loss_giou_dn_5: 0.4883 (0.4495)  loss_vfl: 0.6968 (0.6870)  loss_vfl_aux_0: 0.8003 (0.7965)  loss_vfl_aux_1: 0.7246 (0.7434)  loss_vfl_aux_2: 0.7246 (0.7134)  loss_vfl_aux_3: 0.7119 (0.6985)  loss_vfl_aux_4: 0.6991 (0.6903)  loss_vfl_aux_5: 0.7652 (0.7771)  loss_vfl_dn_0: 0.4591 (0.4572)  loss_vfl_dn_1: 0.3997 (0.3937)  loss_vfl_dn_2: 0.3837 (0.3779)  loss_vfl_dn_3: 0.3768 (0.3703)  loss_vfl_dn_4: 0.3756 (0.3677)  loss_vfl_dn_5: 0.3769 (0.3669)  time: 0.4824  data: 0.0139  max mem: 5654
Epoch: [34]  [2300/7393]  eta: 0:40:53  lr: 0.000010  loss: 17.0049 (16.2380)  loss_bbox: 0.1677 (0.1568)  loss_bbox_aux_0: 0.1785 (0.1695)  loss_bbox_aux_1: 0.1655 (0.1620)  loss_bbox_aux_2: 0.1675 (0.1593)  loss_bbox_aux_3: 0.1689 (0.1574)  loss_bbox_aux_4: 0.1676 (0.1570)  loss_bbox_aux_5: 0.1945 (0.2075)  loss_bbox_dn_0: 0.2606 (0.2768)  loss_bbox_dn_1: 0.1946 (0.2084)  loss_bbox_dn_2: 0.1672 (0.1862)  loss_bbox_dn_3: 0.1632 (0.1794)  loss_bbox_dn_4: 0.1637 (0.1779)  loss_bbox_dn_5: 0.1639 (0.1779)  loss_giou: 0.4790 (0.4857)  loss_giou_aux_0: 0.4898 (0.5094)  loss_giou_aux_1: 0.4856 (0.4956)  loss_giou_aux_2: 0.4783 (0.4904)  loss_giou_aux_3: 0.4827 (0.4868)  loss_giou_aux_4: 0.4789 (0.4858)  loss_giou_aux_5: 0.5617 (0.5767)  loss_giou_dn_0: 0.6233 (0.5957)  loss_giou_dn_1: 0.5137 (0.4901)  loss_giou_dn_2: 0.4823 (0.4604)  loss_giou_dn_3: 0.4737 (0.4518)  loss_giou_dn_4: 0.4718 (0.4498)  loss_giou_dn_5: 0.4720 (0.4500)  loss_vfl: 0.6792 (0.6860)  loss_vfl_aux_0: 0.8001 (0.7959)  loss_vfl_aux_1: 0.7233 (0.7427)  loss_vfl_aux_2: 0.6888 (0.7126)  loss_vfl_aux_3: 0.6796 (0.6975)  loss_vfl_aux_4: 0.6829 (0.6893)  loss_vfl_aux_5: 0.7807 (0.7764)  loss_vfl_dn_0: 0.4575 (0.4572)  loss_vfl_dn_1: 0.3912 (0.3937)  loss_vfl_dn_2: 0.3773 (0.3778)  loss_vfl_dn_3: 0.3715 (0.3702)  loss_vfl_dn_4: 0.3707 (0.3676)  loss_vfl_dn_5: 0.3676 (0.3668)  time: 0.4735  data: 0.0145  max mem: 5654
Epoch: [34]  [2400/7393]  eta: 0:40:05  lr: 0.000010  loss: 16.3057 (16.2393)  loss_bbox: 0.1473 (0.1569)  loss_bbox_aux_0: 0.1534 (0.1696)  loss_bbox_aux_1: 0.1556 (0.1621)  loss_bbox_aux_2: 0.1438 (0.1593)  loss_bbox_aux_3: 0.1412 (0.1574)  loss_bbox_aux_4: 0.1452 (0.1570)  loss_bbox_aux_5: 0.1929 (0.2077)  loss_bbox_dn_0: 0.2808 (0.2774)  loss_bbox_dn_1: 0.2158 (0.2088)  loss_bbox_dn_2: 0.2041 (0.1866)  loss_bbox_dn_3: 0.1996 (0.1797)  loss_bbox_dn_4: 0.1967 (0.1782)  loss_bbox_dn_5: 0.1967 (0.1782)  loss_giou: 0.4305 (0.4847)  loss_giou_aux_0: 0.4444 (0.5085)  loss_giou_aux_1: 0.4492 (0.4947)  loss_giou_aux_2: 0.4367 (0.4895)  loss_giou_aux_3: 0.4287 (0.4858)  loss_giou_aux_4: 0.4285 (0.4849)  loss_giou_aux_5: 0.5185 (0.5758)  loss_giou_dn_0: 0.5941 (0.5954)  loss_giou_dn_1: 0.4845 (0.4897)  loss_giou_dn_2: 0.4458 (0.4600)  loss_giou_dn_3: 0.4340 (0.4514)  loss_giou_dn_4: 0.4317 (0.4494)  loss_giou_dn_5: 0.4316 (0.4495)  loss_vfl: 0.7240 (0.6870)  loss_vfl_aux_0: 0.8203 (0.7966)  loss_vfl_aux_1: 0.7741 (0.7437)  loss_vfl_aux_2: 0.7566 (0.7135)  loss_vfl_aux_3: 0.7338 (0.6986)  loss_vfl_aux_4: 0.7307 (0.6904)  loss_vfl_aux_5: 0.8172 (0.7773)  loss_vfl_dn_0: 0.4682 (0.4574)  loss_vfl_dn_1: 0.3990 (0.3939)  loss_vfl_dn_2: 0.3827 (0.3780)  loss_vfl_dn_3: 0.3760 (0.3704)  loss_vfl_dn_4: 0.3736 (0.3678)  loss_vfl_dn_5: 0.3714 (0.3670)  time: 0.4795  data: 0.0142  max mem: 5654
Epoch: [34]  [2500/7393]  eta: 0:39:16  lr: 0.000010  loss: 15.5456 (16.2264)  loss_bbox: 0.1313 (0.1566)  loss_bbox_aux_0: 0.1538 (0.1694)  loss_bbox_aux_1: 0.1375 (0.1618)  loss_bbox_aux_2: 0.1372 (0.1590)  loss_bbox_aux_3: 0.1312 (0.1571)  loss_bbox_aux_4: 0.1306 (0.1567)  loss_bbox_aux_5: 0.2055 (0.2075)  loss_bbox_dn_0: 0.2594 (0.2767)  loss_bbox_dn_1: 0.1856 (0.2082)  loss_bbox_dn_2: 0.1642 (0.1860)  loss_bbox_dn_3: 0.1580 (0.1791)  loss_bbox_dn_4: 0.1546 (0.1777)  loss_bbox_dn_5: 0.1546 (0.1777)  loss_giou: 0.4359 (0.4845)  loss_giou_aux_0: 0.4747 (0.5084)  loss_giou_aux_1: 0.4521 (0.4945)  loss_giou_aux_2: 0.4428 (0.4892)  loss_giou_aux_3: 0.4391 (0.4856)  loss_giou_aux_4: 0.4357 (0.4847)  loss_giou_aux_5: 0.5282 (0.5757)  loss_giou_dn_0: 0.5765 (0.5950)  loss_giou_dn_1: 0.4778 (0.4893)  loss_giou_dn_2: 0.4510 (0.4597)  loss_giou_dn_3: 0.4446 (0.4511)  loss_giou_dn_4: 0.4422 (0.4491)  loss_giou_dn_5: 0.4423 (0.4492)  loss_vfl: 0.6585 (0.6865)  loss_vfl_aux_0: 0.7719 (0.7960)  loss_vfl_aux_1: 0.7357 (0.7432)  loss_vfl_aux_2: 0.6873 (0.7131)  loss_vfl_aux_3: 0.6700 (0.6981)  loss_vfl_aux_4: 0.6602 (0.6898)  loss_vfl_aux_5: 0.7547 (0.7764)  loss_vfl_dn_0: 0.4517 (0.4574)  loss_vfl_dn_1: 0.3817 (0.3937)  loss_vfl_dn_2: 0.3619 (0.3778)  loss_vfl_dn_3: 0.3527 (0.3702)  loss_vfl_dn_4: 0.3498 (0.3676)  loss_vfl_dn_5: 0.3481 (0.3668)  time: 0.4794  data: 0.0150  max mem: 5654
Epoch: [34]  [2600/7393]  eta: 0:38:52  lr: 0.000010  loss: 16.3847 (16.2263)  loss_bbox: 0.1580 (0.1568)  loss_bbox_aux_0: 0.1643 (0.1697)  loss_bbox_aux_1: 0.1560 (0.1621)  loss_bbox_aux_2: 0.1554 (0.1593)  loss_bbox_aux_3: 0.1601 (0.1573)  loss_bbox_aux_4: 0.1575 (0.1570)  loss_bbox_aux_5: 0.2040 (0.2078)  loss_bbox_dn_0: 0.2911 (0.2771)  loss_bbox_dn_1: 0.2164 (0.2086)  loss_bbox_dn_2: 0.1971 (0.1863)  loss_bbox_dn_3: 0.1847 (0.1794)  loss_bbox_dn_4: 0.1835 (0.1779)  loss_bbox_dn_5: 0.1835 (0.1780)  loss_giou: 0.4678 (0.4840)  loss_giou_aux_0: 0.4818 (0.5080)  loss_giou_aux_1: 0.4835 (0.4939)  loss_giou_aux_2: 0.4792 (0.4886)  loss_giou_aux_3: 0.4779 (0.4850)  loss_giou_aux_4: 0.4688 (0.4842)  loss_giou_aux_5: 0.5531 (0.5753)  loss_giou_dn_0: 0.6163 (0.5949)  loss_giou_dn_1: 0.5125 (0.4892)  loss_giou_dn_2: 0.4620 (0.4594)  loss_giou_dn_3: 0.4492 (0.4508)  loss_giou_dn_4: 0.4474 (0.4487)  loss_giou_dn_5: 0.4474 (0.4489)  loss_vfl: 0.6677 (0.6867)  loss_vfl_aux_0: 0.7838 (0.7964)  loss_vfl_aux_1: 0.7227 (0.7433)  loss_vfl_aux_2: 0.6970 (0.7133)  loss_vfl_aux_3: 0.6728 (0.6983)  loss_vfl_aux_4: 0.6728 (0.6900)  loss_vfl_aux_5: 0.7847 (0.7768)  loss_vfl_dn_0: 0.4545 (0.4574)  loss_vfl_dn_1: 0.3980 (0.3937)  loss_vfl_dn_2: 0.3817 (0.3778)  loss_vfl_dn_3: 0.3750 (0.3702)  loss_vfl_dn_4: 0.3727 (0.3676)  loss_vfl_dn_5: 0.3716 (0.3668)  time: 0.4843  data: 0.0143  max mem: 5654
Epoch: [34]  [2700/7393]  eta: 0:38:01  lr: 0.000010  loss: 16.0720 (16.2279)  loss_bbox: 0.1498 (0.1569)  loss_bbox_aux_0: 0.1612 (0.1699)  loss_bbox_aux_1: 0.1539 (0.1622)  loss_bbox_aux_2: 0.1558 (0.1594)  loss_bbox_aux_3: 0.1500 (0.1574)  loss_bbox_aux_4: 0.1490 (0.1571)  loss_bbox_aux_5: 0.1982 (0.2080)  loss_bbox_dn_0: 0.2411 (0.2774)  loss_bbox_dn_1: 0.1813 (0.2087)  loss_bbox_dn_2: 0.1617 (0.1865)  loss_bbox_dn_3: 0.1559 (0.1796)  loss_bbox_dn_4: 0.1553 (0.1781)  loss_bbox_dn_5: 0.1554 (0.1781)  loss_giou: 0.4637 (0.4837)  loss_giou_aux_0: 0.4910 (0.5077)  loss_giou_aux_1: 0.4680 (0.4936)  loss_giou_aux_2: 0.4583 (0.4883)  loss_giou_aux_3: 0.4604 (0.4847)  loss_giou_aux_4: 0.4655 (0.4839)  loss_giou_aux_5: 0.5543 (0.5751)  loss_giou_dn_0: 0.6113 (0.5948)  loss_giou_dn_1: 0.4979 (0.4890)  loss_giou_dn_2: 0.4587 (0.4592)  loss_giou_dn_3: 0.4494 (0.4506)  loss_giou_dn_4: 0.4462 (0.4486)  loss_giou_dn_5: 0.4456 (0.4487)  loss_vfl: 0.6797 (0.6870)  loss_vfl_aux_0: 0.7834 (0.7966)  loss_vfl_aux_1: 0.7373 (0.7437)  loss_vfl_aux_2: 0.7238 (0.7137)  loss_vfl_aux_3: 0.7018 (0.6986)  loss_vfl_aux_4: 0.6839 (0.6903)  loss_vfl_aux_5: 0.7375 (0.7769)  loss_vfl_dn_0: 0.4569 (0.4575)  loss_vfl_dn_1: 0.3990 (0.3938)  loss_vfl_dn_2: 0.3823 (0.3779)  loss_vfl_dn_3: 0.3743 (0.3702)  loss_vfl_dn_4: 0.3699 (0.3676)  loss_vfl_dn_5: 0.3690 (0.3668)  time: 0.4701  data: 0.0148  max mem: 5654
Epoch: [34]  [2800/7393]  eta: 0:37:11  lr: 0.000010  loss: 16.6951 (16.2306)  loss_bbox: 0.1685 (0.1572)  loss_bbox_aux_0: 0.1839 (0.1700)  loss_bbox_aux_1: 0.1825 (0.1624)  loss_bbox_aux_2: 0.1780 (0.1596)  loss_bbox_aux_3: 0.1698 (0.1576)  loss_bbox_aux_4: 0.1692 (0.1573)  loss_bbox_aux_5: 0.2299 (0.2083)  loss_bbox_dn_0: 0.2721 (0.2778)  loss_bbox_dn_1: 0.2207 (0.2090)  loss_bbox_dn_2: 0.1986 (0.1868)  loss_bbox_dn_3: 0.1902 (0.1799)  loss_bbox_dn_4: 0.1886 (0.1784)  loss_bbox_dn_5: 0.1885 (0.1784)  loss_giou: 0.5057 (0.4836)  loss_giou_aux_0: 0.5373 (0.5075)  loss_giou_aux_1: 0.5353 (0.4935)  loss_giou_aux_2: 0.5187 (0.4882)  loss_giou_aux_3: 0.5127 (0.4847)  loss_giou_aux_4: 0.5074 (0.4838)  loss_giou_aux_5: 0.6017 (0.5750)  loss_giou_dn_0: 0.6161 (0.5948)  loss_giou_dn_1: 0.5007 (0.4890)  loss_giou_dn_2: 0.4720 (0.4592)  loss_giou_dn_3: 0.4657 (0.4506)  loss_giou_dn_4: 0.4637 (0.4486)  loss_giou_dn_5: 0.4638 (0.4487)  loss_vfl: 0.6672 (0.6871)  loss_vfl_aux_0: 0.7838 (0.7967)  loss_vfl_aux_1: 0.7135 (0.7438)  loss_vfl_aux_2: 0.6886 (0.7138)  loss_vfl_aux_3: 0.6674 (0.6985)  loss_vfl_aux_4: 0.6776 (0.6904)  loss_vfl_aux_5: 0.7276 (0.7769)  loss_vfl_dn_0: 0.4523 (0.4575)  loss_vfl_dn_1: 0.3901 (0.3937)  loss_vfl_dn_2: 0.3795 (0.3778)  loss_vfl_dn_3: 0.3717 (0.3702)  loss_vfl_dn_4: 0.3682 (0.3676)  loss_vfl_dn_5: 0.3675 (0.3668)  time: 0.4794  data: 0.0144  max mem: 5654
Epoch: [34]  [2900/7393]  eta: 0:36:21  lr: 0.000010  loss: 15.6839 (16.2281)  loss_bbox: 0.1469 (0.1569)  loss_bbox_aux_0: 0.1576 (0.1699)  loss_bbox_aux_1: 0.1496 (0.1623)  loss_bbox_aux_2: 0.1511 (0.1595)  loss_bbox_aux_3: 0.1429 (0.1574)  loss_bbox_aux_4: 0.1468 (0.1571)  loss_bbox_aux_5: 0.1922 (0.2083)  loss_bbox_dn_0: 0.2614 (0.2775)  loss_bbox_dn_1: 0.1963 (0.2088)  loss_bbox_dn_2: 0.1815 (0.1866)  loss_bbox_dn_3: 0.1719 (0.1797)  loss_bbox_dn_4: 0.1705 (0.1782)  loss_bbox_dn_5: 0.1704 (0.1782)  loss_giou: 0.4470 (0.4836)  loss_giou_aux_0: 0.4688 (0.5076)  loss_giou_aux_1: 0.4498 (0.4936)  loss_giou_aux_2: 0.4510 (0.4883)  loss_giou_aux_3: 0.4476 (0.4847)  loss_giou_aux_4: 0.4469 (0.4838)  loss_giou_aux_5: 0.5437 (0.5752)  loss_giou_dn_0: 0.5706 (0.5949)  loss_giou_dn_1: 0.4543 (0.4890)  loss_giou_dn_2: 0.4307 (0.4592)  loss_giou_dn_3: 0.4248 (0.4506)  loss_giou_dn_4: 0.4222 (0.4486)  loss_giou_dn_5: 0.4223 (0.4488)  loss_vfl: 0.6664 (0.6870)  loss_vfl_aux_0: 0.7806 (0.7965)  loss_vfl_aux_1: 0.7368 (0.7437)  loss_vfl_aux_2: 0.7026 (0.7136)  loss_vfl_aux_3: 0.6737 (0.6986)  loss_vfl_aux_4: 0.6650 (0.6903)  loss_vfl_aux_5: 0.7616 (0.7765)  loss_vfl_dn_0: 0.4548 (0.4575)  loss_vfl_dn_1: 0.3879 (0.3937)  loss_vfl_dn_2: 0.3747 (0.3778)  loss_vfl_dn_3: 0.3661 (0.3702)  loss_vfl_dn_4: 0.3612 (0.3676)  loss_vfl_dn_5: 0.3607 (0.3668)  time: 0.4873  data: 0.0146  max mem: 5654
Epoch: [34]  [3000/7393]  eta: 0:35:31  lr: 0.000010  loss: 16.3204 (16.2276)  loss_bbox: 0.1473 (0.1571)  loss_bbox_aux_0: 0.1625 (0.1701)  loss_bbox_aux_1: 0.1447 (0.1624)  loss_bbox_aux_2: 0.1549 (0.1597)  loss_bbox_aux_3: 0.1443 (0.1576)  loss_bbox_aux_4: 0.1498 (0.1572)  loss_bbox_aux_5: 0.1976 (0.2084)  loss_bbox_dn_0: 0.2736 (0.2778)  loss_bbox_dn_1: 0.1936 (0.2090)  loss_bbox_dn_2: 0.1715 (0.1867)  loss_bbox_dn_3: 0.1678 (0.1798)  loss_bbox_dn_4: 0.1666 (0.1783)  loss_bbox_dn_5: 0.1663 (0.1783)  loss_giou: 0.4712 (0.4834)  loss_giou_aux_0: 0.4911 (0.5075)  loss_giou_aux_1: 0.4630 (0.4934)  loss_giou_aux_2: 0.4704 (0.4882)  loss_giou_aux_3: 0.4714 (0.4845)  loss_giou_aux_4: 0.4704 (0.4837)  loss_giou_aux_5: 0.5394 (0.5751)  loss_giou_dn_0: 0.5911 (0.5946)  loss_giou_dn_1: 0.4726 (0.4888)  loss_giou_dn_2: 0.4466 (0.4590)  loss_giou_dn_3: 0.4399 (0.4504)  loss_giou_dn_4: 0.4378 (0.4483)  loss_giou_dn_5: 0.4389 (0.4485)  loss_vfl: 0.6790 (0.6871)  loss_vfl_aux_0: 0.7713 (0.7965)  loss_vfl_aux_1: 0.7264 (0.7438)  loss_vfl_aux_2: 0.6938 (0.7137)  loss_vfl_aux_3: 0.6852 (0.6986)  loss_vfl_aux_4: 0.6797 (0.6903)  loss_vfl_aux_5: 0.7392 (0.7765)  loss_vfl_dn_0: 0.4539 (0.4575)  loss_vfl_dn_1: 0.3923 (0.3937)  loss_vfl_dn_2: 0.3777 (0.3777)  loss_vfl_dn_3: 0.3708 (0.3701)  loss_vfl_dn_4: 0.3674 (0.3675)  loss_vfl_dn_5: 0.3664 (0.3667)  time: 0.4901  data: 0.0139  max mem: 5654
Epoch: [34]  [3100/7393]  eta: 0:34:41  lr: 0.000010  loss: 16.5028 (16.2211)  loss_bbox: 0.1508 (0.1571)  loss_bbox_aux_0: 0.1645 (0.1701)  loss_bbox_aux_1: 0.1528 (0.1624)  loss_bbox_aux_2: 0.1506 (0.1596)  loss_bbox_aux_3: 0.1563 (0.1576)  loss_bbox_aux_4: 0.1476 (0.1572)  loss_bbox_aux_5: 0.1977 (0.2084)  loss_bbox_dn_0: 0.2622 (0.2778)  loss_bbox_dn_1: 0.2026 (0.2089)  loss_bbox_dn_2: 0.1848 (0.1866)  loss_bbox_dn_3: 0.1806 (0.1798)  loss_bbox_dn_4: 0.1801 (0.1783)  loss_bbox_dn_5: 0.1798 (0.1783)  loss_giou: 0.4701 (0.4831)  loss_giou_aux_0: 0.4911 (0.5072)  loss_giou_aux_1: 0.4776 (0.4931)  loss_giou_aux_2: 0.4773 (0.4877)  loss_giou_aux_3: 0.4685 (0.4842)  loss_giou_aux_4: 0.4655 (0.4833)  loss_giou_aux_5: 0.5616 (0.5747)  loss_giou_dn_0: 0.5859 (0.5942)  loss_giou_dn_1: 0.4635 (0.4884)  loss_giou_dn_2: 0.4413 (0.4587)  loss_giou_dn_3: 0.4372 (0.4500)  loss_giou_dn_4: 0.4356 (0.4480)  loss_giou_dn_5: 0.4356 (0.4482)  loss_vfl: 0.6932 (0.6870)  loss_vfl_aux_0: 0.8089 (0.7965)  loss_vfl_aux_1: 0.7483 (0.7437)  loss_vfl_aux_2: 0.7349 (0.7136)  loss_vfl_aux_3: 0.7154 (0.6985)  loss_vfl_aux_4: 0.7145 (0.6902)  loss_vfl_aux_5: 0.7884 (0.7765)  loss_vfl_dn_0: 0.4591 (0.4575)  loss_vfl_dn_1: 0.3955 (0.3935)  loss_vfl_dn_2: 0.3793 (0.3776)  loss_vfl_dn_3: 0.3719 (0.3700)  loss_vfl_dn_4: 0.3702 (0.3673)  loss_vfl_dn_5: 0.3677 (0.3665)  time: 0.4696  data: 0.0146  max mem: 5654
Epoch: [34]  [3200/7393]  eta: 0:33:50  lr: 0.000010  loss: 16.0787 (16.2194)  loss_bbox: 0.1476 (0.1569)  loss_bbox_aux_0: 0.1680 (0.1700)  loss_bbox_aux_1: 0.1537 (0.1622)  loss_bbox_aux_2: 0.1592 (0.1595)  loss_bbox_aux_3: 0.1491 (0.1574)  loss_bbox_aux_4: 0.1471 (0.1571)  loss_bbox_aux_5: 0.2104 (0.2083)  loss_bbox_dn_0: 0.2686 (0.2776)  loss_bbox_dn_1: 0.2021 (0.2087)  loss_bbox_dn_2: 0.1835 (0.1864)  loss_bbox_dn_3: 0.1780 (0.1796)  loss_bbox_dn_4: 0.1782 (0.1781)  loss_bbox_dn_5: 0.1782 (0.1781)  loss_giou: 0.4680 (0.4833)  loss_giou_aux_0: 0.4955 (0.5075)  loss_giou_aux_1: 0.4833 (0.4934)  loss_giou_aux_2: 0.4824 (0.4880)  loss_giou_aux_3: 0.4693 (0.4844)  loss_giou_aux_4: 0.4749 (0.4835)  loss_giou_aux_5: 0.5481 (0.5750)  loss_giou_dn_0: 0.5948 (0.5943)  loss_giou_dn_1: 0.4896 (0.4884)  loss_giou_dn_2: 0.4564 (0.4587)  loss_giou_dn_3: 0.4483 (0.4501)  loss_giou_dn_4: 0.4458 (0.4481)  loss_giou_dn_5: 0.4457 (0.4482)  loss_vfl: 0.6643 (0.6867)  loss_vfl_aux_0: 0.7877 (0.7962)  loss_vfl_aux_1: 0.7487 (0.7436)  loss_vfl_aux_2: 0.6991 (0.7134)  loss_vfl_aux_3: 0.6852 (0.6983)  loss_vfl_aux_4: 0.6706 (0.6899)  loss_vfl_aux_5: 0.7721 (0.7764)  loss_vfl_dn_0: 0.4499 (0.4574)  loss_vfl_dn_1: 0.3882 (0.3934)  loss_vfl_dn_2: 0.3818 (0.3775)  loss_vfl_dn_3: 0.3771 (0.3699)  loss_vfl_dn_4: 0.3750 (0.3672)  loss_vfl_dn_5: 0.3751 (0.3664)  time: 0.4553  data: 0.0143  max mem: 5654
Epoch: [34]  [3300/7393]  eta: 0:33:01  lr: 0.000010  loss: 16.0567 (16.2187)  loss_bbox: 0.1752 (0.1569)  loss_bbox_aux_0: 0.1821 (0.1700)  loss_bbox_aux_1: 0.1642 (0.1622)  loss_bbox_aux_2: 0.1759 (0.1595)  loss_bbox_aux_3: 0.1783 (0.1574)  loss_bbox_aux_4: 0.1758 (0.1571)  loss_bbox_aux_5: 0.2286 (0.2084)  loss_bbox_dn_0: 0.2974 (0.2778)  loss_bbox_dn_1: 0.2348 (0.2089)  loss_bbox_dn_2: 0.2068 (0.1865)  loss_bbox_dn_3: 0.2020 (0.1797)  loss_bbox_dn_4: 0.2013 (0.1782)  loss_bbox_dn_5: 0.2012 (0.1782)  loss_giou: 0.4870 (0.4832)  loss_giou_aux_0: 0.5138 (0.5074)  loss_giou_aux_1: 0.4901 (0.4933)  loss_giou_aux_2: 0.4815 (0.4879)  loss_giou_aux_3: 0.4874 (0.4843)  loss_giou_aux_4: 0.4787 (0.4834)  loss_giou_aux_5: 0.5871 (0.5748)  loss_giou_dn_0: 0.5763 (0.5942)  loss_giou_dn_1: 0.4724 (0.4884)  loss_giou_dn_2: 0.4373 (0.4587)  loss_giou_dn_3: 0.4331 (0.4501)  loss_giou_dn_4: 0.4316 (0.4480)  loss_giou_dn_5: 0.4317 (0.4482)  loss_vfl: 0.6637 (0.6867)  loss_vfl_aux_0: 0.7881 (0.7963)  loss_vfl_aux_1: 0.7344 (0.7436)  loss_vfl_aux_2: 0.6777 (0.7132)  loss_vfl_aux_3: 0.6790 (0.6982)  loss_vfl_aux_4: 0.6638 (0.6898)  loss_vfl_aux_5: 0.7626 (0.7763)  loss_vfl_dn_0: 0.4497 (0.4574)  loss_vfl_dn_1: 0.3853 (0.3934)  loss_vfl_dn_2: 0.3669 (0.3775)  loss_vfl_dn_3: 0.3646 (0.3699)  loss_vfl_dn_4: 0.3612 (0.3672)  loss_vfl_dn_5: 0.3591 (0.3664)  time: 0.4884  data: 0.0145  max mem: 5654
Epoch: [34]  [3400/7393]  eta: 0:32:12  lr: 0.000010  loss: 16.0129 (16.2223)  loss_bbox: 0.1346 (0.1569)  loss_bbox_aux_0: 0.1620 (0.1702)  loss_bbox_aux_1: 0.1502 (0.1624)  loss_bbox_aux_2: 0.1341 (0.1596)  loss_bbox_aux_3: 0.1351 (0.1575)  loss_bbox_aux_4: 0.1337 (0.1571)  loss_bbox_aux_5: 0.2039 (0.2085)  loss_bbox_dn_0: 0.2448 (0.2778)  loss_bbox_dn_1: 0.1771 (0.2089)  loss_bbox_dn_2: 0.1685 (0.1865)  loss_bbox_dn_3: 0.1671 (0.1796)  loss_bbox_dn_4: 0.1664 (0.1782)  loss_bbox_dn_5: 0.1664 (0.1782)  loss_giou: 0.4756 (0.4837)  loss_giou_aux_0: 0.4996 (0.5079)  loss_giou_aux_1: 0.4800 (0.4938)  loss_giou_aux_2: 0.4891 (0.4884)  loss_giou_aux_3: 0.4829 (0.4848)  loss_giou_aux_4: 0.4758 (0.4839)  loss_giou_aux_5: 0.5536 (0.5753)  loss_giou_dn_0: 0.5877 (0.5944)  loss_giou_dn_1: 0.4849 (0.4886)  loss_giou_dn_2: 0.4616 (0.4589)  loss_giou_dn_3: 0.4560 (0.4503)  loss_giou_dn_4: 0.4543 (0.4483)  loss_giou_dn_5: 0.4545 (0.4484)  loss_vfl: 0.6781 (0.6865)  loss_vfl_aux_0: 0.8221 (0.7961)  loss_vfl_aux_1: 0.7603 (0.7435)  loss_vfl_aux_2: 0.7265 (0.7129)  loss_vfl_aux_3: 0.6869 (0.6980)  loss_vfl_aux_4: 0.6811 (0.6897)  loss_vfl_aux_5: 0.7686 (0.7761)  loss_vfl_dn_0: 0.4536 (0.4574)  loss_vfl_dn_1: 0.3972 (0.3934)  loss_vfl_dn_2: 0.3813 (0.3775)  loss_vfl_dn_3: 0.3783 (0.3699)  loss_vfl_dn_4: 0.3754 (0.3672)  loss_vfl_dn_5: 0.3749 (0.3665)  time: 0.4691  data: 0.0141  max mem: 5654
Epoch: [34]  [3500/7393]  eta: 0:31:23  lr: 0.000010  loss: 16.7279 (16.2246)  loss_bbox: 0.1588 (0.1570)  loss_bbox_aux_0: 0.1747 (0.1702)  loss_bbox_aux_1: 0.1625 (0.1624)  loss_bbox_aux_2: 0.1643 (0.1596)  loss_bbox_aux_3: 0.1600 (0.1576)  loss_bbox_aux_4: 0.1588 (0.1571)  loss_bbox_aux_5: 0.2143 (0.2085)  loss_bbox_dn_0: 0.2881 (0.2780)  loss_bbox_dn_1: 0.2035 (0.2090)  loss_bbox_dn_2: 0.1843 (0.1866)  loss_bbox_dn_3: 0.1734 (0.1797)  loss_bbox_dn_4: 0.1709 (0.1783)  loss_bbox_dn_5: 0.1709 (0.1783)  loss_giou: 0.4477 (0.4836)  loss_giou_aux_0: 0.4823 (0.5079)  loss_giou_aux_1: 0.4682 (0.4938)  loss_giou_aux_2: 0.4512 (0.4884)  loss_giou_aux_3: 0.4549 (0.4847)  loss_giou_aux_4: 0.4570 (0.4838)  loss_giou_aux_5: 0.5709 (0.5752)  loss_giou_dn_0: 0.5909 (0.5944)  loss_giou_dn_1: 0.4713 (0.4886)  loss_giou_dn_2: 0.4391 (0.4588)  loss_giou_dn_3: 0.4332 (0.4502)  loss_giou_dn_4: 0.4270 (0.4482)  loss_giou_dn_5: 0.4271 (0.4483)  loss_vfl: 0.6929 (0.6867)  loss_vfl_aux_0: 0.8335 (0.7964)  loss_vfl_aux_1: 0.7591 (0.7436)  loss_vfl_aux_2: 0.7233 (0.7130)  loss_vfl_aux_3: 0.6933 (0.6981)  loss_vfl_aux_4: 0.6989 (0.6899)  loss_vfl_aux_5: 0.8068 (0.7764)  loss_vfl_dn_0: 0.4605 (0.4575)  loss_vfl_dn_1: 0.3972 (0.3935)  loss_vfl_dn_2: 0.3791 (0.3775)  loss_vfl_dn_3: 0.3708 (0.3699)  loss_vfl_dn_4: 0.3693 (0.3673)  loss_vfl_dn_5: 0.3677 (0.3665)  time: 0.4840  data: 0.0149  max mem: 5654
Epoch: [34]  [3600/7393]  eta: 0:30:34  lr: 0.000010  loss: 17.0442 (16.2266)  loss_bbox: 0.1666 (0.1571)  loss_bbox_aux_0: 0.1800 (0.1703)  loss_bbox_aux_1: 0.1770 (0.1625)  loss_bbox_aux_2: 0.1662 (0.1597)  loss_bbox_aux_3: 0.1719 (0.1576)  loss_bbox_aux_4: 0.1685 (0.1572)  loss_bbox_aux_5: 0.2086 (0.2086)  loss_bbox_dn_0: 0.2881 (0.2782)  loss_bbox_dn_1: 0.2199 (0.2092)  loss_bbox_dn_2: 0.1954 (0.1867)  loss_bbox_dn_3: 0.1870 (0.1798)  loss_bbox_dn_4: 0.1863 (0.1783)  loss_bbox_dn_5: 0.1863 (0.1783)  loss_giou: 0.4699 (0.4833)  loss_giou_aux_0: 0.4934 (0.5076)  loss_giou_aux_1: 0.4737 (0.4934)  loss_giou_aux_2: 0.4657 (0.4881)  loss_giou_aux_3: 0.4695 (0.4844)  loss_giou_aux_4: 0.4655 (0.4835)  loss_giou_aux_5: 0.5714 (0.5750)  loss_giou_dn_0: 0.6144 (0.5944)  loss_giou_dn_1: 0.5016 (0.4885)  loss_giou_dn_2: 0.4682 (0.4587)  loss_giou_dn_3: 0.4602 (0.4501)  loss_giou_dn_4: 0.4565 (0.4481)  loss_giou_dn_5: 0.4566 (0.4482)  loss_vfl: 0.7041 (0.6871)  loss_vfl_aux_0: 0.8231 (0.7967)  loss_vfl_aux_1: 0.7723 (0.7443)  loss_vfl_aux_2: 0.7288 (0.7134)  loss_vfl_aux_3: 0.7238 (0.6986)  loss_vfl_aux_4: 0.7053 (0.6904)  loss_vfl_aux_5: 0.7863 (0.7767)  loss_vfl_dn_0: 0.4634 (0.4576)  loss_vfl_dn_1: 0.4014 (0.3935)  loss_vfl_dn_2: 0.3866 (0.3776)  loss_vfl_dn_3: 0.3773 (0.3699)  loss_vfl_dn_4: 0.3735 (0.3673)  loss_vfl_dn_5: 0.3708 (0.3665)  time: 0.4791  data: 0.0142  max mem: 5654
Epoch: [34]  [3700/7393]  eta: 0:29:51  lr: 0.000010  loss: 15.7072 (16.2254)  loss_bbox: 0.1560 (0.1571)  loss_bbox_aux_0: 0.1748 (0.1704)  loss_bbox_aux_1: 0.1719 (0.1626)  loss_bbox_aux_2: 0.1620 (0.1598)  loss_bbox_aux_3: 0.1595 (0.1577)  loss_bbox_aux_4: 0.1624 (0.1572)  loss_bbox_aux_5: 0.2172 (0.2087)  loss_bbox_dn_0: 0.2835 (0.2784)  loss_bbox_dn_1: 0.2084 (0.2093)  loss_bbox_dn_2: 0.1834 (0.1869)  loss_bbox_dn_3: 0.1780 (0.1799)  loss_bbox_dn_4: 0.1756 (0.1785)  loss_bbox_dn_5: 0.1755 (0.1785)  loss_giou: 0.4266 (0.4830)  loss_giou_aux_0: 0.4594 (0.5074)  loss_giou_aux_1: 0.4394 (0.4932)  loss_giou_aux_2: 0.4424 (0.4878)  loss_giou_aux_3: 0.4197 (0.4841)  loss_giou_aux_4: 0.4274 (0.4832)  loss_giou_aux_5: 0.5070 (0.5747)  loss_giou_dn_0: 0.5259 (0.5942)  loss_giou_dn_1: 0.4226 (0.4884)  loss_giou_dn_2: 0.3926 (0.4586)  loss_giou_dn_3: 0.3792 (0.4500)  loss_giou_dn_4: 0.3772 (0.4479)  loss_giou_dn_5: 0.3771 (0.4481)  loss_vfl: 0.6720 (0.6872)  loss_vfl_aux_0: 0.7749 (0.7966)  loss_vfl_aux_1: 0.7364 (0.7443)  loss_vfl_aux_2: 0.6937 (0.7135)  loss_vfl_aux_3: 0.6762 (0.6988)  loss_vfl_aux_4: 0.6658 (0.6905)  loss_vfl_aux_5: 0.7659 (0.7767)  loss_vfl_dn_0: 0.4504 (0.4576)  loss_vfl_dn_1: 0.3791 (0.3935)  loss_vfl_dn_2: 0.3640 (0.3775)  loss_vfl_dn_3: 0.3582 (0.3699)  loss_vfl_dn_4: 0.3539 (0.3673)  loss_vfl_dn_5: 0.3544 (0.3665)  time: 0.4805  data: 0.0144  max mem: 5654
Epoch: [34]  [3800/7393]  eta: 0:29:01  lr: 0.000010  loss: 16.8006 (16.2260)  loss_bbox: 0.1628 (0.1571)  loss_bbox_aux_0: 0.1827 (0.1705)  loss_bbox_aux_1: 0.1726 (0.1627)  loss_bbox_aux_2: 0.1790 (0.1599)  loss_bbox_aux_3: 0.1681 (0.1578)  loss_bbox_aux_4: 0.1628 (0.1573)  loss_bbox_aux_5: 0.2226 (0.2087)  loss_bbox_dn_0: 0.3135 (0.2785)  loss_bbox_dn_1: 0.2411 (0.2094)  loss_bbox_dn_2: 0.2003 (0.1870)  loss_bbox_dn_3: 0.1938 (0.1800)  loss_bbox_dn_4: 0.1909 (0.1786)  loss_bbox_dn_5: 0.1909 (0.1786)  loss_giou: 0.4473 (0.4829)  loss_giou_aux_0: 0.4679 (0.5073)  loss_giou_aux_1: 0.4510 (0.4932)  loss_giou_aux_2: 0.4619 (0.4878)  loss_giou_aux_3: 0.4548 (0.4841)  loss_giou_aux_4: 0.4501 (0.4830)  loss_giou_aux_5: 0.5198 (0.5745)  loss_giou_dn_0: 0.5799 (0.5942)  loss_giou_dn_1: 0.4774 (0.4885)  loss_giou_dn_2: 0.4332 (0.4586)  loss_giou_dn_3: 0.4288 (0.4500)  loss_giou_dn_4: 0.4256 (0.4480)  loss_giou_dn_5: 0.4257 (0.4481)  loss_vfl: 0.7104 (0.6873)  loss_vfl_aux_0: 0.8312 (0.7965)  loss_vfl_aux_1: 0.7969 (0.7443)  loss_vfl_aux_2: 0.7526 (0.7134)  loss_vfl_aux_3: 0.7285 (0.6988)  loss_vfl_aux_4: 0.7129 (0.6906)  loss_vfl_aux_5: 0.8114 (0.7766)  loss_vfl_dn_0: 0.4627 (0.4576)  loss_vfl_dn_1: 0.3995 (0.3934)  loss_vfl_dn_2: 0.3842 (0.3775)  loss_vfl_dn_3: 0.3716 (0.3699)  loss_vfl_dn_4: 0.3661 (0.3672)  loss_vfl_dn_5: 0.3664 (0.3664)  time: 0.4703  data: 0.0140  max mem: 5654
Epoch: [34]  [3900/7393]  eta: 0:28:12  lr: 0.000010  loss: 16.2259 (16.2258)  loss_bbox: 0.1607 (0.1571)  loss_bbox_aux_0: 0.1659 (0.1705)  loss_bbox_aux_1: 0.1546 (0.1626)  loss_bbox_aux_2: 0.1607 (0.1598)  loss_bbox_aux_3: 0.1498 (0.1577)  loss_bbox_aux_4: 0.1588 (0.1572)  loss_bbox_aux_5: 0.2194 (0.2087)  loss_bbox_dn_0: 0.2879 (0.2784)  loss_bbox_dn_1: 0.2169 (0.2094)  loss_bbox_dn_2: 0.1933 (0.1869)  loss_bbox_dn_3: 0.1860 (0.1800)  loss_bbox_dn_4: 0.1842 (0.1785)  loss_bbox_dn_5: 0.1842 (0.1785)  loss_giou: 0.5049 (0.4829)  loss_giou_aux_0: 0.5307 (0.5074)  loss_giou_aux_1: 0.5184 (0.4932)  loss_giou_aux_2: 0.5016 (0.4877)  loss_giou_aux_3: 0.5002 (0.4840)  loss_giou_aux_4: 0.5003 (0.4830)  loss_giou_aux_5: 0.5772 (0.5745)  loss_giou_dn_0: 0.6042 (0.5942)  loss_giou_dn_1: 0.5136 (0.4884)  loss_giou_dn_2: 0.4751 (0.4586)  loss_giou_dn_3: 0.4647 (0.4500)  loss_giou_dn_4: 0.4611 (0.4480)  loss_giou_dn_5: 0.4614 (0.4481)  loss_vfl: 0.6857 (0.6875)  loss_vfl_aux_0: 0.7946 (0.7964)  loss_vfl_aux_1: 0.7366 (0.7444)  loss_vfl_aux_2: 0.7038 (0.7135)  loss_vfl_aux_3: 0.6876 (0.6989)  loss_vfl_aux_4: 0.6841 (0.6907)  loss_vfl_aux_5: 0.7421 (0.7767)  loss_vfl_dn_0: 0.4535 (0.4576)  loss_vfl_dn_1: 0.3879 (0.3935)  loss_vfl_dn_2: 0.3685 (0.3775)  loss_vfl_dn_3: 0.3606 (0.3699)  loss_vfl_dn_4: 0.3577 (0.3672)  loss_vfl_dn_5: 0.3580 (0.3664)  time: 0.4745  data: 0.0140  max mem: 5654
Epoch: [34]  [4000/7393]  eta: 0:27:23  lr: 0.000010  loss: 16.1134 (16.2277)  loss_bbox: 0.1617 (0.1572)  loss_bbox_aux_0: 0.1707 (0.1705)  loss_bbox_aux_1: 0.1678 (0.1627)  loss_bbox_aux_2: 0.1604 (0.1599)  loss_bbox_aux_3: 0.1666 (0.1578)  loss_bbox_aux_4: 0.1615 (0.1573)  loss_bbox_aux_5: 0.2122 (0.2088)  loss_bbox_dn_0: 0.2616 (0.2786)  loss_bbox_dn_1: 0.1968 (0.2096)  loss_bbox_dn_2: 0.1857 (0.1872)  loss_bbox_dn_3: 0.1860 (0.1803)  loss_bbox_dn_4: 0.1864 (0.1788)  loss_bbox_dn_5: 0.1864 (0.1788)  loss_giou: 0.4692 (0.4828)  loss_giou_aux_0: 0.4911 (0.5073)  loss_giou_aux_1: 0.4593 (0.4930)  loss_giou_aux_2: 0.4779 (0.4877)  loss_giou_aux_3: 0.4718 (0.4840)  loss_giou_aux_4: 0.4692 (0.4830)  loss_giou_aux_5: 0.5517 (0.5745)  loss_giou_dn_0: 0.6014 (0.5941)  loss_giou_dn_1: 0.4916 (0.4883)  loss_giou_dn_2: 0.4613 (0.4585)  loss_giou_dn_3: 0.4516 (0.4499)  loss_giou_dn_4: 0.4495 (0.4479)  loss_giou_dn_5: 0.4497 (0.4480)  loss_vfl: 0.6845 (0.6876)  loss_vfl_aux_0: 0.7800 (0.7967)  loss_vfl_aux_1: 0.7506 (0.7447)  loss_vfl_aux_2: 0.7056 (0.7135)  loss_vfl_aux_3: 0.7033 (0.6990)  loss_vfl_aux_4: 0.6953 (0.6909)  loss_vfl_aux_5: 0.7696 (0.7768)  loss_vfl_dn_0: 0.4566 (0.4576)  loss_vfl_dn_1: 0.3890 (0.3934)  loss_vfl_dn_2: 0.3769 (0.3775)  loss_vfl_dn_3: 0.3697 (0.3698)  loss_vfl_dn_4: 0.3667 (0.3672)  loss_vfl_dn_5: 0.3653 (0.3664)  time: 0.4787  data: 0.0148  max mem: 5654
Epoch: [34]  [4100/7393]  eta: 0:26:34  lr: 0.000010  loss: 16.2556 (16.2280)  loss_bbox: 0.1639 (0.1571)  loss_bbox_aux_0: 0.1735 (0.1705)  loss_bbox_aux_1: 0.1668 (0.1626)  loss_bbox_aux_2: 0.1617 (0.1598)  loss_bbox_aux_3: 0.1613 (0.1577)  loss_bbox_aux_4: 0.1604 (0.1573)  loss_bbox_aux_5: 0.2158 (0.2088)  loss_bbox_dn_0: 0.2719 (0.2785)  loss_bbox_dn_1: 0.2038 (0.2096)  loss_bbox_dn_2: 0.1895 (0.1871)  loss_bbox_dn_3: 0.1819 (0.1802)  loss_bbox_dn_4: 0.1769 (0.1787)  loss_bbox_dn_5: 0.1769 (0.1788)  loss_giou: 0.4761 (0.4829)  loss_giou_aux_0: 0.4924 (0.5073)  loss_giou_aux_1: 0.4712 (0.4930)  loss_giou_aux_2: 0.4740 (0.4877)  loss_giou_aux_3: 0.4798 (0.4840)  loss_giou_aux_4: 0.4757 (0.4831)  loss_giou_aux_5: 0.5669 (0.5745)  loss_giou_dn_0: 0.5957 (0.5942)  loss_giou_dn_1: 0.4846 (0.4884)  loss_giou_dn_2: 0.4495 (0.4586)  loss_giou_dn_3: 0.4417 (0.4500)  loss_giou_dn_4: 0.4376 (0.4480)  loss_giou_dn_5: 0.4380 (0.4482)  loss_vfl: 0.6432 (0.6875)  loss_vfl_aux_0: 0.7838 (0.7966)  loss_vfl_aux_1: 0.7245 (0.7451)  loss_vfl_aux_2: 0.6749 (0.7135)  loss_vfl_aux_3: 0.6492 (0.6989)  loss_vfl_aux_4: 0.6508 (0.6907)  loss_vfl_aux_5: 0.7496 (0.7765)  loss_vfl_dn_0: 0.4599 (0.4576)  loss_vfl_dn_1: 0.3933 (0.3935)  loss_vfl_dn_2: 0.3814 (0.3776)  loss_vfl_dn_3: 0.3746 (0.3699)  loss_vfl_dn_4: 0.3725 (0.3673)  loss_vfl_dn_5: 0.3711 (0.3665)  time: 0.4878  data: 0.0141  max mem: 5654
Epoch: [34]  [4200/7393]  eta: 0:25:45  lr: 0.000010  loss: 16.3913 (16.2264)  loss_bbox: 0.1544 (0.1571)  loss_bbox_aux_0: 0.1689 (0.1705)  loss_bbox_aux_1: 0.1530 (0.1625)  loss_bbox_aux_2: 0.1479 (0.1598)  loss_bbox_aux_3: 0.1503 (0.1577)  loss_bbox_aux_4: 0.1544 (0.1573)  loss_bbox_aux_5: 0.2196 (0.2088)  loss_bbox_dn_0: 0.2951 (0.2786)  loss_bbox_dn_1: 0.2270 (0.2097)  loss_bbox_dn_2: 0.2054 (0.1872)  loss_bbox_dn_3: 0.1947 (0.1803)  loss_bbox_dn_4: 0.1924 (0.1788)  loss_bbox_dn_5: 0.1935 (0.1788)  loss_giou: 0.4578 (0.4828)  loss_giou_aux_0: 0.4765 (0.5071)  loss_giou_aux_1: 0.4581 (0.4928)  loss_giou_aux_2: 0.4643 (0.4875)  loss_giou_aux_3: 0.4615 (0.4839)  loss_giou_aux_4: 0.4580 (0.4829)  loss_giou_aux_5: 0.5451 (0.5743)  loss_giou_dn_0: 0.5675 (0.5941)  loss_giou_dn_1: 0.4559 (0.4884)  loss_giou_dn_2: 0.4283 (0.4586)  loss_giou_dn_3: 0.4227 (0.4500)  loss_giou_dn_4: 0.4185 (0.4479)  loss_giou_dn_5: 0.4183 (0.4481)  loss_vfl: 0.6678 (0.6873)  loss_vfl_aux_0: 0.7705 (0.7966)  loss_vfl_aux_1: 0.7209 (0.7452)  loss_vfl_aux_2: 0.6728 (0.7135)  loss_vfl_aux_3: 0.6698 (0.6987)  loss_vfl_aux_4: 0.6637 (0.6906)  loss_vfl_aux_5: 0.7769 (0.7766)  loss_vfl_dn_0: 0.4575 (0.4577)  loss_vfl_dn_1: 0.3948 (0.3935)  loss_vfl_dn_2: 0.3790 (0.3776)  loss_vfl_dn_3: 0.3732 (0.3700)  loss_vfl_dn_4: 0.3700 (0.3673)  loss_vfl_dn_5: 0.3690 (0.3665)  time: 0.4850  data: 0.0145  max mem: 5654
Epoch: [34]  [4300/7393]  eta: 0:24:56  lr: 0.000010  loss: 15.9439 (16.2286)  loss_bbox: 0.1466 (0.1571)  loss_bbox_aux_0: 0.1557 (0.1704)  loss_bbox_aux_1: 0.1451 (0.1624)  loss_bbox_aux_2: 0.1442 (0.1597)  loss_bbox_aux_3: 0.1470 (0.1576)  loss_bbox_aux_4: 0.1494 (0.1572)  loss_bbox_aux_5: 0.2012 (0.2087)  loss_bbox_dn_0: 0.2701 (0.2787)  loss_bbox_dn_1: 0.2094 (0.2097)  loss_bbox_dn_2: 0.1843 (0.1873)  loss_bbox_dn_3: 0.1803 (0.1804)  loss_bbox_dn_4: 0.1800 (0.1789)  loss_bbox_dn_5: 0.1800 (0.1789)  loss_giou: 0.4302 (0.4827)  loss_giou_aux_0: 0.4522 (0.5071)  loss_giou_aux_1: 0.4306 (0.4928)  loss_giou_aux_2: 0.4288 (0.4875)  loss_giou_aux_3: 0.4344 (0.4839)  loss_giou_aux_4: 0.4354 (0.4829)  loss_giou_aux_5: 0.5163 (0.5743)  loss_giou_dn_0: 0.5721 (0.5942)  loss_giou_dn_1: 0.4638 (0.4884)  loss_giou_dn_2: 0.4252 (0.4586)  loss_giou_dn_3: 0.4162 (0.4500)  loss_giou_dn_4: 0.4141 (0.4480)  loss_giou_dn_5: 0.4141 (0.4481)  loss_vfl: 0.6935 (0.6875)  loss_vfl_aux_0: 0.8123 (0.7968)  loss_vfl_aux_1: 0.7449 (0.7456)  loss_vfl_aux_2: 0.7195 (0.7136)  loss_vfl_aux_3: 0.7022 (0.6989)  loss_vfl_aux_4: 0.7032 (0.6908)  loss_vfl_aux_5: 0.7459 (0.7766)  loss_vfl_dn_0: 0.4533 (0.4577)  loss_vfl_dn_1: 0.3924 (0.3936)  loss_vfl_dn_2: 0.3769 (0.3777)  loss_vfl_dn_3: 0.3702 (0.3700)  loss_vfl_dn_4: 0.3683 (0.3674)  loss_vfl_dn_5: 0.3664 (0.3666)  time: 0.4787  data: 0.0143  max mem: 5654
Epoch: [34]  [4400/7393]  eta: 0:24:07  lr: 0.000010  loss: 15.9895 (16.2266)  loss_bbox: 0.1500 (0.1571)  loss_bbox_aux_0: 0.1602 (0.1705)  loss_bbox_aux_1: 0.1538 (0.1624)  loss_bbox_aux_2: 0.1491 (0.1598)  loss_bbox_aux_3: 0.1507 (0.1577)  loss_bbox_aux_4: 0.1459 (0.1573)  loss_bbox_aux_5: 0.1929 (0.2088)  loss_bbox_dn_0: 0.2362 (0.2787)  loss_bbox_dn_1: 0.1800 (0.2097)  loss_bbox_dn_2: 0.1651 (0.1873)  loss_bbox_dn_3: 0.1634 (0.1804)  loss_bbox_dn_4: 0.1625 (0.1789)  loss_bbox_dn_5: 0.1626 (0.1789)  loss_giou: 0.4881 (0.4824)  loss_giou_aux_0: 0.5042 (0.5068)  loss_giou_aux_1: 0.4990 (0.4924)  loss_giou_aux_2: 0.4923 (0.4872)  loss_giou_aux_3: 0.4905 (0.4836)  loss_giou_aux_4: 0.4903 (0.4826)  loss_giou_aux_5: 0.5824 (0.5740)  loss_giou_dn_0: 0.5944 (0.5939)  loss_giou_dn_1: 0.4982 (0.4882)  loss_giou_dn_2: 0.4692 (0.4584)  loss_giou_dn_3: 0.4608 (0.4498)  loss_giou_dn_4: 0.4596 (0.4477)  loss_giou_dn_5: 0.4595 (0.4479)  loss_vfl: 0.6998 (0.6878)  loss_vfl_aux_0: 0.7814 (0.7969)  loss_vfl_aux_1: 0.7528 (0.7458)  loss_vfl_aux_2: 0.7171 (0.7139)  loss_vfl_aux_3: 0.7009 (0.6991)  loss_vfl_aux_4: 0.6931 (0.6910)  loss_vfl_aux_5: 0.7300 (0.7767)  loss_vfl_dn_0: 0.4530 (0.4577)  loss_vfl_dn_1: 0.3930 (0.3936)  loss_vfl_dn_2: 0.3773 (0.3777)  loss_vfl_dn_3: 0.3728 (0.3700)  loss_vfl_dn_4: 0.3694 (0.3674)  loss_vfl_dn_5: 0.3706 (0.3666)  time: 0.4675  data: 0.0148  max mem: 5654
Epoch: [34]  [4500/7393]  eta: 0:23:18  lr: 0.000010  loss: 16.5912 (16.2279)  loss_bbox: 0.1471 (0.1571)  loss_bbox_aux_0: 0.1580 (0.1705)  loss_bbox_aux_1: 0.1487 (0.1624)  loss_bbox_aux_2: 0.1481 (0.1598)  loss_bbox_aux_3: 0.1460 (0.1577)  loss_bbox_aux_4: 0.1478 (0.1573)  loss_bbox_aux_5: 0.1817 (0.2087)  loss_bbox_dn_0: 0.2443 (0.2786)  loss_bbox_dn_1: 0.1785 (0.2097)  loss_bbox_dn_2: 0.1603 (0.1873)  loss_bbox_dn_3: 0.1595 (0.1804)  loss_bbox_dn_4: 0.1584 (0.1789)  loss_bbox_dn_5: 0.1585 (0.1789)  loss_giou: 0.5069 (0.4826)  loss_giou_aux_0: 0.5417 (0.5070)  loss_giou_aux_1: 0.5135 (0.4927)  loss_giou_aux_2: 0.5080 (0.4874)  loss_giou_aux_3: 0.5043 (0.4838)  loss_giou_aux_4: 0.5076 (0.4828)  loss_giou_aux_5: 0.6006 (0.5743)  loss_giou_dn_0: 0.6315 (0.5940)  loss_giou_dn_1: 0.5227 (0.4883)  loss_giou_dn_2: 0.4901 (0.4585)  loss_giou_dn_3: 0.4836 (0.4499)  loss_giou_dn_4: 0.4825 (0.4479)  loss_giou_dn_5: 0.4823 (0.4480)  loss_vfl: 0.6688 (0.6876)  loss_vfl_aux_0: 0.7438 (0.7967)  loss_vfl_aux_1: 0.7270 (0.7458)  loss_vfl_aux_2: 0.7156 (0.7139)  loss_vfl_aux_3: 0.6955 (0.6990)  loss_vfl_aux_4: 0.6757 (0.6909)  loss_vfl_aux_5: 0.7513 (0.7764)  loss_vfl_dn_0: 0.4575 (0.4577)  loss_vfl_dn_1: 0.4009 (0.3936)  loss_vfl_dn_2: 0.3883 (0.3777)  loss_vfl_dn_3: 0.3772 (0.3701)  loss_vfl_dn_4: 0.3718 (0.3674)  loss_vfl_dn_5: 0.3718 (0.3666)  time: 0.4846  data: 0.0141  max mem: 5654
Epoch: [34]  [4600/7393]  eta: 0:22:29  lr: 0.000010  loss: 16.5483 (16.2280)  loss_bbox: 0.1548 (0.1572)  loss_bbox_aux_0: 0.1691 (0.1705)  loss_bbox_aux_1: 0.1523 (0.1623)  loss_bbox_aux_2: 0.1531 (0.1597)  loss_bbox_aux_3: 0.1541 (0.1577)  loss_bbox_aux_4: 0.1537 (0.1573)  loss_bbox_aux_5: 0.1993 (0.2088)  loss_bbox_dn_0: 0.2760 (0.2785)  loss_bbox_dn_1: 0.2060 (0.2097)  loss_bbox_dn_2: 0.1846 (0.1873)  loss_bbox_dn_3: 0.1755 (0.1804)  loss_bbox_dn_4: 0.1744 (0.1789)  loss_bbox_dn_5: 0.1744 (0.1789)  loss_giou: 0.5017 (0.4828)  loss_giou_aux_0: 0.5256 (0.5072)  loss_giou_aux_1: 0.5147 (0.4928)  loss_giou_aux_2: 0.5082 (0.4875)  loss_giou_aux_3: 0.5012 (0.4839)  loss_giou_aux_4: 0.5016 (0.4829)  loss_giou_aux_5: 0.5909 (0.5745)  loss_giou_dn_0: 0.6041 (0.5941)  loss_giou_dn_1: 0.5076 (0.4884)  loss_giou_dn_2: 0.4783 (0.4586)  loss_giou_dn_3: 0.4673 (0.4500)  loss_giou_dn_4: 0.4642 (0.4480)  loss_giou_dn_5: 0.4643 (0.4481)  loss_vfl: 0.6857 (0.6874)  loss_vfl_aux_0: 0.7828 (0.7962)  loss_vfl_aux_1: 0.7538 (0.7456)  loss_vfl_aux_2: 0.7267 (0.7138)  loss_vfl_aux_3: 0.7060 (0.6989)  loss_vfl_aux_4: 0.6831 (0.6907)  loss_vfl_aux_5: 0.7608 (0.7762)  loss_vfl_dn_0: 0.4552 (0.4577)  loss_vfl_dn_1: 0.3897 (0.3936)  loss_vfl_dn_2: 0.3756 (0.3777)  loss_vfl_dn_3: 0.3703 (0.3700)  loss_vfl_dn_4: 0.3662 (0.3674)  loss_vfl_dn_5: 0.3672 (0.3666)  time: 0.4678  data: 0.0143  max mem: 5654
Epoch: [34]  [4700/7393]  eta: 0:21:44  lr: 0.000010  loss: 15.9470 (16.2300)  loss_bbox: 0.1479 (0.1571)  loss_bbox_aux_0: 0.1589 (0.1705)  loss_bbox_aux_1: 0.1531 (0.1623)  loss_bbox_aux_2: 0.1540 (0.1597)  loss_bbox_aux_3: 0.1473 (0.1577)  loss_bbox_aux_4: 0.1468 (0.1573)  loss_bbox_aux_5: 0.1990 (0.2088)  loss_bbox_dn_0: 0.2623 (0.2785)  loss_bbox_dn_1: 0.1982 (0.2096)  loss_bbox_dn_2: 0.1780 (0.1872)  loss_bbox_dn_3: 0.1729 (0.1804)  loss_bbox_dn_4: 0.1732 (0.1789)  loss_bbox_dn_5: 0.1730 (0.1789)  loss_giou: 0.4449 (0.4831)  loss_giou_aux_0: 0.4782 (0.5076)  loss_giou_aux_1: 0.4638 (0.4931)  loss_giou_aux_2: 0.4624 (0.4878)  loss_giou_aux_3: 0.4532 (0.4842)  loss_giou_aux_4: 0.4511 (0.4832)  loss_giou_aux_5: 0.5485 (0.5749)  loss_giou_dn_0: 0.5785 (0.5944)  loss_giou_dn_1: 0.4726 (0.4886)  loss_giou_dn_2: 0.4311 (0.4588)  loss_giou_dn_3: 0.4246 (0.4502)  loss_giou_dn_4: 0.4218 (0.4482)  loss_giou_dn_5: 0.4221 (0.4484)  loss_vfl: 0.7053 (0.6874)  loss_vfl_aux_0: 0.8072 (0.7958)  loss_vfl_aux_1: 0.7748 (0.7455)  loss_vfl_aux_2: 0.7289 (0.7138)  loss_vfl_aux_3: 0.7185 (0.6988)  loss_vfl_aux_4: 0.7250 (0.6906)  loss_vfl_aux_5: 0.7691 (0.7758)  loss_vfl_dn_0: 0.4553 (0.4576)  loss_vfl_dn_1: 0.3886 (0.3936)  loss_vfl_dn_2: 0.3729 (0.3777)  loss_vfl_dn_3: 0.3655 (0.3700)  loss_vfl_dn_4: 0.3636 (0.3674)  loss_vfl_dn_5: 0.3629 (0.3666)  time: 0.7696  data: 0.0142  max mem: 5654
Epoch: [34]  [4800/7393]  eta: 0:20:55  lr: 0.000010  loss: 16.6429 (16.2289)  loss_bbox: 0.1438 (0.1572)  loss_bbox_aux_0: 0.1715 (0.1706)  loss_bbox_aux_1: 0.1621 (0.1624)  loss_bbox_aux_2: 0.1631 (0.1598)  loss_bbox_aux_3: 0.1480 (0.1578)  loss_bbox_aux_4: 0.1416 (0.1573)  loss_bbox_aux_5: 0.2005 (0.2089)  loss_bbox_dn_0: 0.2509 (0.2787)  loss_bbox_dn_1: 0.1758 (0.2098)  loss_bbox_dn_2: 0.1581 (0.1874)  loss_bbox_dn_3: 0.1543 (0.1805)  loss_bbox_dn_4: 0.1522 (0.1791)  loss_bbox_dn_5: 0.1524 (0.1791)  loss_giou: 0.4465 (0.4826)  loss_giou_aux_0: 0.4806 (0.5072)  loss_giou_aux_1: 0.4713 (0.4927)  loss_giou_aux_2: 0.4516 (0.4874)  loss_giou_aux_3: 0.4498 (0.4838)  loss_giou_aux_4: 0.4544 (0.4828)  loss_giou_aux_5: 0.5360 (0.5745)  loss_giou_dn_0: 0.5843 (0.5942)  loss_giou_dn_1: 0.4806 (0.4885)  loss_giou_dn_2: 0.4378 (0.4587)  loss_giou_dn_3: 0.4303 (0.4501)  loss_giou_dn_4: 0.4288 (0.4480)  loss_giou_dn_5: 0.4287 (0.4482)  loss_vfl: 0.6571 (0.6875)  loss_vfl_aux_0: 0.7467 (0.7959)  loss_vfl_aux_1: 0.7039 (0.7457)  loss_vfl_aux_2: 0.6743 (0.7138)  loss_vfl_aux_3: 0.6614 (0.6989)  loss_vfl_aux_4: 0.6647 (0.6908)  loss_vfl_aux_5: 0.7360 (0.7760)  loss_vfl_dn_0: 0.4552 (0.4576)  loss_vfl_dn_1: 0.3941 (0.3936)  loss_vfl_dn_2: 0.3790 (0.3776)  loss_vfl_dn_3: 0.3693 (0.3700)  loss_vfl_dn_4: 0.3663 (0.3674)  loss_vfl_dn_5: 0.3636 (0.3666)  time: 0.4880  data: 0.0139  max mem: 5654
Epoch: [34]  [4900/7393]  eta: 0:20:07  lr: 0.000010  loss: 15.9274 (16.2301)  loss_bbox: 0.1663 (0.1572)  loss_bbox_aux_0: 0.1802 (0.1707)  loss_bbox_aux_1: 0.1633 (0.1624)  loss_bbox_aux_2: 0.1628 (0.1599)  loss_bbox_aux_3: 0.1646 (0.1578)  loss_bbox_aux_4: 0.1620 (0.1574)  loss_bbox_aux_5: 0.2090 (0.2089)  loss_bbox_dn_0: 0.2969 (0.2786)  loss_bbox_dn_1: 0.2188 (0.2098)  loss_bbox_dn_2: 0.2013 (0.1874)  loss_bbox_dn_3: 0.1944 (0.1805)  loss_bbox_dn_4: 0.1935 (0.1790)  loss_bbox_dn_5: 0.1936 (0.1790)  loss_giou: 0.4170 (0.4829)  loss_giou_aux_0: 0.4448 (0.5075)  loss_giou_aux_1: 0.4156 (0.4929)  loss_giou_aux_2: 0.4208 (0.4876)  loss_giou_aux_3: 0.4177 (0.4841)  loss_giou_aux_4: 0.4202 (0.4831)  loss_giou_aux_5: 0.5072 (0.5747)  loss_giou_dn_0: 0.5633 (0.5943)  loss_giou_dn_1: 0.4541 (0.4886)  loss_giou_dn_2: 0.4257 (0.4588)  loss_giou_dn_3: 0.4144 (0.4502)  loss_giou_dn_4: 0.4112 (0.4482)  loss_giou_dn_5: 0.4114 (0.4484)  loss_vfl: 0.7054 (0.6874)  loss_vfl_aux_0: 0.7846 (0.7955)  loss_vfl_aux_1: 0.7520 (0.7454)  loss_vfl_aux_2: 0.7317 (0.7137)  loss_vfl_aux_3: 0.7078 (0.6988)  loss_vfl_aux_4: 0.7060 (0.6907)  loss_vfl_aux_5: 0.7726 (0.7758)  loss_vfl_dn_0: 0.4560 (0.4576)  loss_vfl_dn_1: 0.3894 (0.3936)  loss_vfl_dn_2: 0.3722 (0.3777)  loss_vfl_dn_3: 0.3696 (0.3700)  loss_vfl_dn_4: 0.3660 (0.3674)  loss_vfl_dn_5: 0.3652 (0.3666)  time: 0.4883  data: 0.0139  max mem: 5654
Epoch: [34]  [5000/7393]  eta: 0:19:18  lr: 0.000010  loss: 15.9264 (16.2279)  loss_bbox: 0.1476 (0.1572)  loss_bbox_aux_0: 0.1625 (0.1707)  loss_bbox_aux_1: 0.1593 (0.1624)  loss_bbox_aux_2: 0.1550 (0.1598)  loss_bbox_aux_3: 0.1532 (0.1578)  loss_bbox_aux_4: 0.1476 (0.1573)  loss_bbox_aux_5: 0.1923 (0.2089)  loss_bbox_dn_0: 0.2520 (0.2785)  loss_bbox_dn_1: 0.1961 (0.2098)  loss_bbox_dn_2: 0.1719 (0.1874)  loss_bbox_dn_3: 0.1697 (0.1805)  loss_bbox_dn_4: 0.1691 (0.1790)  loss_bbox_dn_5: 0.1692 (0.1790)  loss_giou: 0.4948 (0.4828)  loss_giou_aux_0: 0.5152 (0.5073)  loss_giou_aux_1: 0.5030 (0.4928)  loss_giou_aux_2: 0.4915 (0.4875)  loss_giou_aux_3: 0.4886 (0.4840)  loss_giou_aux_4: 0.4888 (0.4829)  loss_giou_aux_5: 0.5679 (0.5746)  loss_giou_dn_0: 0.5919 (0.5942)  loss_giou_dn_1: 0.4856 (0.4885)  loss_giou_dn_2: 0.4564 (0.4587)  loss_giou_dn_3: 0.4502 (0.4501)  loss_giou_dn_4: 0.4489 (0.4481)  loss_giou_dn_5: 0.4490 (0.4483)  loss_vfl: 0.6830 (0.6874)  loss_vfl_aux_0: 0.7980 (0.7956)  loss_vfl_aux_1: 0.7362 (0.7454)  loss_vfl_aux_2: 0.7078 (0.7138)  loss_vfl_aux_3: 0.6811 (0.6987)  loss_vfl_aux_4: 0.6818 (0.6905)  loss_vfl_aux_5: 0.7882 (0.7758)  loss_vfl_dn_0: 0.4675 (0.4576)  loss_vfl_dn_1: 0.4006 (0.3936)  loss_vfl_dn_2: 0.3838 (0.3776)  loss_vfl_dn_3: 0.3750 (0.3700)  loss_vfl_dn_4: 0.3722 (0.3674)  loss_vfl_dn_5: 0.3732 (0.3666)  time: 0.5056  data: 0.0141  max mem: 5654
Epoch: [34]  [5100/7393]  eta: 0:18:29  lr: 0.000010  loss: 15.5289 (16.2240)  loss_bbox: 0.1323 (0.1570)  loss_bbox_aux_0: 0.1342 (0.1705)  loss_bbox_aux_1: 0.1312 (0.1622)  loss_bbox_aux_2: 0.1322 (0.1596)  loss_bbox_aux_3: 0.1312 (0.1576)  loss_bbox_aux_4: 0.1321 (0.1571)  loss_bbox_aux_5: 0.1701 (0.2087)  loss_bbox_dn_0: 0.2344 (0.2782)  loss_bbox_dn_1: 0.1704 (0.2095)  loss_bbox_dn_2: 0.1606 (0.1871)  loss_bbox_dn_3: 0.1548 (0.1802)  loss_bbox_dn_4: 0.1535 (0.1788)  loss_bbox_dn_5: 0.1535 (0.1788)  loss_giou: 0.4991 (0.4828)  loss_giou_aux_0: 0.5066 (0.5074)  loss_giou_aux_1: 0.5092 (0.4928)  loss_giou_aux_2: 0.4971 (0.4875)  loss_giou_aux_3: 0.4916 (0.4840)  loss_giou_aux_4: 0.4896 (0.4830)  loss_giou_aux_5: 0.5754 (0.5747)  loss_giou_dn_0: 0.5908 (0.5942)  loss_giou_dn_1: 0.4912 (0.4886)  loss_giou_dn_2: 0.4609 (0.4588)  loss_giou_dn_3: 0.4536 (0.4502)  loss_giou_dn_4: 0.4519 (0.4481)  loss_giou_dn_5: 0.4518 (0.4483)  loss_vfl: 0.6611 (0.6872)  loss_vfl_aux_0: 0.7604 (0.7953)  loss_vfl_aux_1: 0.7401 (0.7453)  loss_vfl_aux_2: 0.6930 (0.7136)  loss_vfl_aux_3: 0.6843 (0.6985)  loss_vfl_aux_4: 0.6495 (0.6903)  loss_vfl_aux_5: 0.7320 (0.7755)  loss_vfl_dn_0: 0.4474 (0.4575)  loss_vfl_dn_1: 0.3813 (0.3936)  loss_vfl_dn_2: 0.3665 (0.3776)  loss_vfl_dn_3: 0.3616 (0.3700)  loss_vfl_dn_4: 0.3583 (0.3674)  loss_vfl_dn_5: 0.3588 (0.3665)  time: 0.4651  data: 0.0138  max mem: 5654
Epoch: [34]  [5200/7393]  eta: 0:17:40  lr: 0.000010  loss: 15.7597 (16.2203)  loss_bbox: 0.1477 (0.1570)  loss_bbox_aux_0: 0.1512 (0.1705)  loss_bbox_aux_1: 0.1562 (0.1622)  loss_bbox_aux_2: 0.1459 (0.1596)  loss_bbox_aux_3: 0.1464 (0.1576)  loss_bbox_aux_4: 0.1474 (0.1571)  loss_bbox_aux_5: 0.1848 (0.2086)  loss_bbox_dn_0: 0.2705 (0.2781)  loss_bbox_dn_1: 0.2072 (0.2094)  loss_bbox_dn_2: 0.1782 (0.1871)  loss_bbox_dn_3: 0.1753 (0.1802)  loss_bbox_dn_4: 0.1746 (0.1787)  loss_bbox_dn_5: 0.1747 (0.1787)  loss_giou: 0.4517 (0.4825)  loss_giou_aux_0: 0.4704 (0.5072)  loss_giou_aux_1: 0.4641 (0.4926)  loss_giou_aux_2: 0.4615 (0.4872)  loss_giou_aux_3: 0.4562 (0.4837)  loss_giou_aux_4: 0.4534 (0.4827)  loss_giou_aux_5: 0.5142 (0.5744)  loss_giou_dn_0: 0.5539 (0.5940)  loss_giou_dn_1: 0.4476 (0.4884)  loss_giou_dn_2: 0.4210 (0.4585)  loss_giou_dn_3: 0.4117 (0.4500)  loss_giou_dn_4: 0.4104 (0.4479)  loss_giou_dn_5: 0.4103 (0.4481)  loss_vfl: 0.6859 (0.6872)  loss_vfl_aux_0: 0.7949 (0.7952)  loss_vfl_aux_1: 0.7496 (0.7452)  loss_vfl_aux_2: 0.7140 (0.7136)  loss_vfl_aux_3: 0.7031 (0.6985)  loss_vfl_aux_4: 0.6959 (0.6904)  loss_vfl_aux_5: 0.7881 (0.7755)  loss_vfl_dn_0: 0.4512 (0.4575)  loss_vfl_dn_1: 0.3850 (0.3936)  loss_vfl_dn_2: 0.3701 (0.3776)  loss_vfl_dn_3: 0.3626 (0.3700)  loss_vfl_dn_4: 0.3589 (0.3674)  loss_vfl_dn_5: 0.3584 (0.3666)  time: 0.4656  data: 0.0142  max mem: 5654
Epoch: [34]  [5300/7393]  eta: 0:16:52  lr: 0.000010  loss: 15.8322 (16.2238)  loss_bbox: 0.1474 (0.1570)  loss_bbox_aux_0: 0.1708 (0.1705)  loss_bbox_aux_1: 0.1628 (0.1623)  loss_bbox_aux_2: 0.1511 (0.1597)  loss_bbox_aux_3: 0.1534 (0.1576)  loss_bbox_aux_4: 0.1473 (0.1572)  loss_bbox_aux_5: 0.2261 (0.2088)  loss_bbox_dn_0: 0.2670 (0.2783)  loss_bbox_dn_1: 0.1970 (0.2096)  loss_bbox_dn_2: 0.1732 (0.1873)  loss_bbox_dn_3: 0.1663 (0.1804)  loss_bbox_dn_4: 0.1660 (0.1789)  loss_bbox_dn_5: 0.1661 (0.1789)  loss_giou: 0.4490 (0.4825)  loss_giou_aux_0: 0.4707 (0.5072)  loss_giou_aux_1: 0.4640 (0.4926)  loss_giou_aux_2: 0.4540 (0.4873)  loss_giou_aux_3: 0.4495 (0.4837)  loss_giou_aux_4: 0.4514 (0.4827)  loss_giou_aux_5: 0.5447 (0.5745)  loss_giou_dn_0: 0.5675 (0.5941)  loss_giou_dn_1: 0.4633 (0.4884)  loss_giou_dn_2: 0.4358 (0.4586)  loss_giou_dn_3: 0.4293 (0.4500)  loss_giou_dn_4: 0.4263 (0.4480)  loss_giou_dn_5: 0.4263 (0.4481)  loss_vfl: 0.7060 (0.6874)  loss_vfl_aux_0: 0.7921 (0.7954)  loss_vfl_aux_1: 0.7555 (0.7454)  loss_vfl_aux_2: 0.7284 (0.7138)  loss_vfl_aux_3: 0.7125 (0.6987)  loss_vfl_aux_4: 0.7093 (0.6906)  loss_vfl_aux_5: 0.7678 (0.7754)  loss_vfl_dn_0: 0.4633 (0.4575)  loss_vfl_dn_1: 0.3849 (0.3936)  loss_vfl_dn_2: 0.3701 (0.3776)  loss_vfl_dn_3: 0.3648 (0.3700)  loss_vfl_dn_4: 0.3625 (0.3674)  loss_vfl_dn_5: 0.3615 (0.3666)  time: 0.4759  data: 0.0141  max mem: 5654
Epoch: [34]  [5400/7393]  eta: 0:16:07  lr: 0.000010  loss: 16.2026 (16.2248)  loss_bbox: 0.1531 (0.1571)  loss_bbox_aux_0: 0.1629 (0.1705)  loss_bbox_aux_1: 0.1531 (0.1623)  loss_bbox_aux_2: 0.1523 (0.1597)  loss_bbox_aux_3: 0.1523 (0.1576)  loss_bbox_aux_4: 0.1531 (0.1572)  loss_bbox_aux_5: 0.2048 (0.2088)  loss_bbox_dn_0: 0.2682 (0.2785)  loss_bbox_dn_1: 0.1980 (0.2098)  loss_bbox_dn_2: 0.1840 (0.1874)  loss_bbox_dn_3: 0.1780 (0.1805)  loss_bbox_dn_4: 0.1784 (0.1790)  loss_bbox_dn_5: 0.1784 (0.1790)  loss_giou: 0.4343 (0.4824)  loss_giou_aux_0: 0.4575 (0.5071)  loss_giou_aux_1: 0.4595 (0.4925)  loss_giou_aux_2: 0.4444 (0.4872)  loss_giou_aux_3: 0.4368 (0.4836)  loss_giou_aux_4: 0.4343 (0.4826)  loss_giou_aux_5: 0.5111 (0.5744)  loss_giou_dn_0: 0.5740 (0.5941)  loss_giou_dn_1: 0.4732 (0.4884)  loss_giou_dn_2: 0.4400 (0.4585)  loss_giou_dn_3: 0.4292 (0.4500)  loss_giou_dn_4: 0.4252 (0.4479)  loss_giou_dn_5: 0.4254 (0.4481)  loss_vfl: 0.7127 (0.6876)  loss_vfl_aux_0: 0.8433 (0.7956)  loss_vfl_aux_1: 0.7728 (0.7455)  loss_vfl_aux_2: 0.7280 (0.7140)  loss_vfl_aux_3: 0.7136 (0.6989)  loss_vfl_aux_4: 0.7174 (0.6908)  loss_vfl_aux_5: 0.8000 (0.7755)  loss_vfl_dn_0: 0.4606 (0.4575)  loss_vfl_dn_1: 0.3941 (0.3936)  loss_vfl_dn_2: 0.3777 (0.3776)  loss_vfl_dn_3: 0.3672 (0.3700)  loss_vfl_dn_4: 0.3681 (0.3673)  loss_vfl_dn_5: 0.3675 (0.3665)  time: 0.4799  data: 0.0138  max mem: 5654
Epoch: [34]  [5500/7393]  eta: 0:15:18  lr: 0.000010  loss: 16.0947 (16.2272)  loss_bbox: 0.1479 (0.1571)  loss_bbox_aux_0: 0.1666 (0.1706)  loss_bbox_aux_1: 0.1487 (0.1623)  loss_bbox_aux_2: 0.1503 (0.1597)  loss_bbox_aux_3: 0.1438 (0.1577)  loss_bbox_aux_4: 0.1517 (0.1572)  loss_bbox_aux_5: 0.2106 (0.2089)  loss_bbox_dn_0: 0.2720 (0.2785)  loss_bbox_dn_1: 0.2038 (0.2098)  loss_bbox_dn_2: 0.1846 (0.1874)  loss_bbox_dn_3: 0.1819 (0.1805)  loss_bbox_dn_4: 0.1813 (0.1790)  loss_bbox_dn_5: 0.1812 (0.1790)  loss_giou: 0.4646 (0.4826)  loss_giou_aux_0: 0.5314 (0.5073)  loss_giou_aux_1: 0.4981 (0.4927)  loss_giou_aux_2: 0.4756 (0.4874)  loss_giou_aux_3: 0.4949 (0.4838)  loss_giou_aux_4: 0.4919 (0.4828)  loss_giou_aux_5: 0.5893 (0.5747)  loss_giou_dn_0: 0.6088 (0.5942)  loss_giou_dn_1: 0.4913 (0.4885)  loss_giou_dn_2: 0.4660 (0.4586)  loss_giou_dn_3: 0.4554 (0.4500)  loss_giou_dn_4: 0.4518 (0.4480)  loss_giou_dn_5: 0.4524 (0.4481)  loss_vfl: 0.6941 (0.6877)  loss_vfl_aux_0: 0.8106 (0.7955)  loss_vfl_aux_1: 0.7576 (0.7456)  loss_vfl_aux_2: 0.7298 (0.7141)  loss_vfl_aux_3: 0.7187 (0.6990)  loss_vfl_aux_4: 0.7004 (0.6909)  loss_vfl_aux_5: 0.7916 (0.7756)  loss_vfl_dn_0: 0.4517 (0.4575)  loss_vfl_dn_1: 0.3874 (0.3936)  loss_vfl_dn_2: 0.3692 (0.3776)  loss_vfl_dn_3: 0.3659 (0.3699)  loss_vfl_dn_4: 0.3643 (0.3673)  loss_vfl_dn_5: 0.3634 (0.3665)  time: 0.4755  data: 0.0140  max mem: 5654
Epoch: [34]  [5600/7393]  eta: 0:14:29  lr: 0.000010  loss: 16.2025 (16.2265)  loss_bbox: 0.1741 (0.1571)  loss_bbox_aux_0: 0.1861 (0.1706)  loss_bbox_aux_1: 0.1782 (0.1623)  loss_bbox_aux_2: 0.1803 (0.1597)  loss_bbox_aux_3: 0.1795 (0.1577)  loss_bbox_aux_4: 0.1743 (0.1573)  loss_bbox_aux_5: 0.2224 (0.2090)  loss_bbox_dn_0: 0.2875 (0.2786)  loss_bbox_dn_1: 0.2218 (0.2099)  loss_bbox_dn_2: 0.1997 (0.1874)  loss_bbox_dn_3: 0.1927 (0.1805)  loss_bbox_dn_4: 0.1927 (0.1791)  loss_bbox_dn_5: 0.1923 (0.1791)  loss_giou: 0.4282 (0.4824)  loss_giou_aux_0: 0.4431 (0.5072)  loss_giou_aux_1: 0.4332 (0.4926)  loss_giou_aux_2: 0.4277 (0.4873)  loss_giou_aux_3: 0.4265 (0.4837)  loss_giou_aux_4: 0.4304 (0.4827)  loss_giou_aux_5: 0.5317 (0.5745)  loss_giou_dn_0: 0.5918 (0.5941)  loss_giou_dn_1: 0.4740 (0.4884)  loss_giou_dn_2: 0.4347 (0.4585)  loss_giou_dn_3: 0.4274 (0.4500)  loss_giou_dn_4: 0.4268 (0.4479)  loss_giou_dn_5: 0.4270 (0.4481)  loss_vfl: 0.6807 (0.6878)  loss_vfl_aux_0: 0.8026 (0.7956)  loss_vfl_aux_1: 0.7305 (0.7458)  loss_vfl_aux_2: 0.7180 (0.7142)  loss_vfl_aux_3: 0.6929 (0.6990)  loss_vfl_aux_4: 0.6856 (0.6909)  loss_vfl_aux_5: 0.7924 (0.7756)  loss_vfl_dn_0: 0.4581 (0.4575)  loss_vfl_dn_1: 0.3942 (0.3935)  loss_vfl_dn_2: 0.3751 (0.3775)  loss_vfl_dn_3: 0.3688 (0.3699)  loss_vfl_dn_4: 0.3646 (0.3672)  loss_vfl_dn_5: 0.3637 (0.3664)  time: 0.4779  data: 0.0141  max mem: 5654
Epoch: [34]  [5700/7393]  eta: 0:13:41  lr: 0.000010  loss: 15.2264 (16.2227)  loss_bbox: 0.1449 (0.1571)  loss_bbox_aux_0: 0.1505 (0.1707)  loss_bbox_aux_1: 0.1515 (0.1623)  loss_bbox_aux_2: 0.1457 (0.1597)  loss_bbox_aux_3: 0.1441 (0.1577)  loss_bbox_aux_4: 0.1450 (0.1573)  loss_bbox_aux_5: 0.1852 (0.2091)  loss_bbox_dn_0: 0.2527 (0.2789)  loss_bbox_dn_1: 0.1731 (0.2100)  loss_bbox_dn_2: 0.1536 (0.1876)  loss_bbox_dn_3: 0.1509 (0.1807)  loss_bbox_dn_4: 0.1497 (0.1792)  loss_bbox_dn_5: 0.1497 (0.1792)  loss_giou: 0.4194 (0.4819)  loss_giou_aux_0: 0.4396 (0.5067)  loss_giou_aux_1: 0.4065 (0.4920)  loss_giou_aux_2: 0.4131 (0.4867)  loss_giou_aux_3: 0.4226 (0.4831)  loss_giou_aux_4: 0.4195 (0.4821)  loss_giou_aux_5: 0.5208 (0.5739)  loss_giou_dn_0: 0.5209 (0.5938)  loss_giou_dn_1: 0.4136 (0.4880)  loss_giou_dn_2: 0.3942 (0.4582)  loss_giou_dn_3: 0.3883 (0.4496)  loss_giou_dn_4: 0.3840 (0.4475)  loss_giou_dn_5: 0.3847 (0.4477)  loss_vfl: 0.6891 (0.6879)  loss_vfl_aux_0: 0.8198 (0.7958)  loss_vfl_aux_1: 0.7513 (0.7461)  loss_vfl_aux_2: 0.7161 (0.7144)  loss_vfl_aux_3: 0.6977 (0.6992)  loss_vfl_aux_4: 0.6895 (0.6911)  loss_vfl_aux_5: 0.7812 (0.7759)  loss_vfl_dn_0: 0.4625 (0.4575)  loss_vfl_dn_1: 0.3859 (0.3935)  loss_vfl_dn_2: 0.3670 (0.3774)  loss_vfl_dn_3: 0.3582 (0.3698)  loss_vfl_dn_4: 0.3556 (0.3672)  loss_vfl_dn_5: 0.3555 (0.3664)  time: 0.4902  data: 0.0142  max mem: 5654
Epoch: [34]  [5800/7393]  eta: 0:12:52  lr: 0.000010  loss: 16.0721 (16.2234)  loss_bbox: 0.1410 (0.1572)  loss_bbox_aux_0: 0.1620 (0.1708)  loss_bbox_aux_1: 0.1473 (0.1623)  loss_bbox_aux_2: 0.1420 (0.1597)  loss_bbox_aux_3: 0.1338 (0.1578)  loss_bbox_aux_4: 0.1410 (0.1573)  loss_bbox_aux_5: 0.2007 (0.2091)  loss_bbox_dn_0: 0.2655 (0.2790)  loss_bbox_dn_1: 0.1938 (0.2101)  loss_bbox_dn_2: 0.1668 (0.1876)  loss_bbox_dn_3: 0.1648 (0.1807)  loss_bbox_dn_4: 0.1611 (0.1792)  loss_bbox_dn_5: 0.1611 (0.1792)  loss_giou: 0.4354 (0.4818)  loss_giou_aux_0: 0.4555 (0.5066)  loss_giou_aux_1: 0.4462 (0.4919)  loss_giou_aux_2: 0.4327 (0.4866)  loss_giou_aux_3: 0.4320 (0.4831)  loss_giou_aux_4: 0.4332 (0.4821)  loss_giou_aux_5: 0.5280 (0.5739)  loss_giou_dn_0: 0.5636 (0.5938)  loss_giou_dn_1: 0.4515 (0.4880)  loss_giou_dn_2: 0.4268 (0.4581)  loss_giou_dn_3: 0.4213 (0.4495)  loss_giou_dn_4: 0.4205 (0.4475)  loss_giou_dn_5: 0.4206 (0.4476)  loss_vfl: 0.7083 (0.6880)  loss_vfl_aux_0: 0.8096 (0.7959)  loss_vfl_aux_1: 0.7630 (0.7463)  loss_vfl_aux_2: 0.7410 (0.7145)  loss_vfl_aux_3: 0.7192 (0.6992)  loss_vfl_aux_4: 0.7125 (0.6911)  loss_vfl_aux_5: 0.7870 (0.7760)  loss_vfl_dn_0: 0.4530 (0.4575)  loss_vfl_dn_1: 0.3907 (0.3935)  loss_vfl_dn_2: 0.3762 (0.3774)  loss_vfl_dn_3: 0.3691 (0.3698)  loss_vfl_dn_4: 0.3641 (0.3672)  loss_vfl_dn_5: 0.3635 (0.3664)  time: 0.4671  data: 0.0143  max mem: 5654
Epoch: [34]  [5900/7393]  eta: 0:12:03  lr: 0.000010  loss: 16.4139 (16.2267)  loss_bbox: 0.1336 (0.1572)  loss_bbox_aux_0: 0.1355 (0.1708)  loss_bbox_aux_1: 0.1283 (0.1623)  loss_bbox_aux_2: 0.1275 (0.1597)  loss_bbox_aux_3: 0.1322 (0.1578)  loss_bbox_aux_4: 0.1322 (0.1573)  loss_bbox_aux_5: 0.1721 (0.2092)  loss_bbox_dn_0: 0.2176 (0.2790)  loss_bbox_dn_1: 0.1787 (0.2101)  loss_bbox_dn_2: 0.1631 (0.1876)  loss_bbox_dn_3: 0.1579 (0.1807)  loss_bbox_dn_4: 0.1569 (0.1793)  loss_bbox_dn_5: 0.1569 (0.1793)  loss_giou: 0.5021 (0.4819)  loss_giou_aux_0: 0.5220 (0.5068)  loss_giou_aux_1: 0.5097 (0.4920)  loss_giou_aux_2: 0.5063 (0.4867)  loss_giou_aux_3: 0.5041 (0.4832)  loss_giou_aux_4: 0.5023 (0.4822)  loss_giou_aux_5: 0.5944 (0.5741)  loss_giou_dn_0: 0.6240 (0.5939)  loss_giou_dn_1: 0.5126 (0.4882)  loss_giou_dn_2: 0.4702 (0.4583)  loss_giou_dn_3: 0.4554 (0.4497)  loss_giou_dn_4: 0.4519 (0.4477)  loss_giou_dn_5: 0.4521 (0.4478)  loss_vfl: 0.6812 (0.6881)  loss_vfl_aux_0: 0.7666 (0.7959)  loss_vfl_aux_1: 0.7548 (0.7465)  loss_vfl_aux_2: 0.7098 (0.7148)  loss_vfl_aux_3: 0.6806 (0.6994)  loss_vfl_aux_4: 0.6825 (0.6913)  loss_vfl_aux_5: 0.7297 (0.7760)  loss_vfl_dn_0: 0.4508 (0.4575)  loss_vfl_dn_1: 0.3885 (0.3934)  loss_vfl_dn_2: 0.3736 (0.3774)  loss_vfl_dn_3: 0.3661 (0.3698)  loss_vfl_dn_4: 0.3640 (0.3671)  loss_vfl_dn_5: 0.3619 (0.3663)  time: 0.4818  data: 0.0141  max mem: 5654
Epoch: [34]  [6000/7393]  eta: 0:11:15  lr: 0.000010  loss: 16.0701 (16.2289)  loss_bbox: 0.1553 (0.1573)  loss_bbox_aux_0: 0.1633 (0.1709)  loss_bbox_aux_1: 0.1638 (0.1624)  loss_bbox_aux_2: 0.1575 (0.1598)  loss_bbox_aux_3: 0.1581 (0.1579)  loss_bbox_aux_4: 0.1568 (0.1574)  loss_bbox_aux_5: 0.1996 (0.2093)  loss_bbox_dn_0: 0.2757 (0.2791)  loss_bbox_dn_1: 0.2163 (0.2102)  loss_bbox_dn_2: 0.1816 (0.1877)  loss_bbox_dn_3: 0.1786 (0.1808)  loss_bbox_dn_4: 0.1736 (0.1794)  loss_bbox_dn_5: 0.1727 (0.1794)  loss_giou: 0.4503 (0.4819)  loss_giou_aux_0: 0.4702 (0.5068)  loss_giou_aux_1: 0.4628 (0.4920)  loss_giou_aux_2: 0.4452 (0.4868)  loss_giou_aux_3: 0.4526 (0.4832)  loss_giou_aux_4: 0.4512 (0.4822)  loss_giou_aux_5: 0.5423 (0.5741)  loss_giou_dn_0: 0.5804 (0.5939)  loss_giou_dn_1: 0.4699 (0.4882)  loss_giou_dn_2: 0.4427 (0.4583)  loss_giou_dn_3: 0.4342 (0.4497)  loss_giou_dn_4: 0.4326 (0.4477)  loss_giou_dn_5: 0.4325 (0.4479)  loss_vfl: 0.6651 (0.6882)  loss_vfl_aux_0: 0.8072 (0.7961)  loss_vfl_aux_1: 0.7376 (0.7466)  loss_vfl_aux_2: 0.7025 (0.7148)  loss_vfl_aux_3: 0.6867 (0.6995)  loss_vfl_aux_4: 0.6777 (0.6914)  loss_vfl_aux_5: 0.7694 (0.7761)  loss_vfl_dn_0: 0.4526 (0.4575)  loss_vfl_dn_1: 0.3976 (0.3935)  loss_vfl_dn_2: 0.3818 (0.3774)  loss_vfl_dn_3: 0.3753 (0.3698)  loss_vfl_dn_4: 0.3737 (0.3672)  loss_vfl_dn_5: 0.3724 (0.3664)  time: 0.4886  data: 0.0139  max mem: 5654
Epoch: [34]  [6100/7393]  eta: 0:10:26  lr: 0.000010  loss: 16.0742 (16.2280)  loss_bbox: 0.1537 (0.1574)  loss_bbox_aux_0: 0.1604 (0.1709)  loss_bbox_aux_1: 0.1624 (0.1625)  loss_bbox_aux_2: 0.1579 (0.1599)  loss_bbox_aux_3: 0.1556 (0.1579)  loss_bbox_aux_4: 0.1560 (0.1575)  loss_bbox_aux_5: 0.2122 (0.2094)  loss_bbox_dn_0: 0.2636 (0.2791)  loss_bbox_dn_1: 0.1985 (0.2102)  loss_bbox_dn_2: 0.1819 (0.1877)  loss_bbox_dn_3: 0.1731 (0.1808)  loss_bbox_dn_4: 0.1697 (0.1793)  loss_bbox_dn_5: 0.1697 (0.1794)  loss_giou: 0.4905 (0.4820)  loss_giou_aux_0: 0.5070 (0.5068)  loss_giou_aux_1: 0.4917 (0.4921)  loss_giou_aux_2: 0.4890 (0.4868)  loss_giou_aux_3: 0.4877 (0.4833)  loss_giou_aux_4: 0.4858 (0.4822)  loss_giou_aux_5: 0.5947 (0.5742)  loss_giou_dn_0: 0.6071 (0.5939)  loss_giou_dn_1: 0.5040 (0.4882)  loss_giou_dn_2: 0.4700 (0.4583)  loss_giou_dn_3: 0.4594 (0.4497)  loss_giou_dn_4: 0.4561 (0.4476)  loss_giou_dn_5: 0.4563 (0.4478)  loss_vfl: 0.6453 (0.6880)  loss_vfl_aux_0: 0.7569 (0.7959)  loss_vfl_aux_1: 0.7079 (0.7464)  loss_vfl_aux_2: 0.6683 (0.7146)  loss_vfl_aux_3: 0.6423 (0.6993)  loss_vfl_aux_4: 0.6398 (0.6912)  loss_vfl_aux_5: 0.7175 (0.7759)  loss_vfl_dn_0: 0.4462 (0.4575)  loss_vfl_dn_1: 0.3892 (0.3935)  loss_vfl_dn_2: 0.3734 (0.3774)  loss_vfl_dn_3: 0.3673 (0.3698)  loss_vfl_dn_4: 0.3634 (0.3672)  loss_vfl_dn_5: 0.3629 (0.3664)  time: 0.4679  data: 0.0141  max mem: 5654
Epoch: [34]  [6200/7393]  eta: 0:09:37  lr: 0.000010  loss: 16.4773 (16.2257)  loss_bbox: 0.1510 (0.1573)  loss_bbox_aux_0: 0.1637 (0.1709)  loss_bbox_aux_1: 0.1622 (0.1624)  loss_bbox_aux_2: 0.1530 (0.1598)  loss_bbox_aux_3: 0.1507 (0.1579)  loss_bbox_aux_4: 0.1509 (0.1574)  loss_bbox_aux_5: 0.1966 (0.2094)  loss_bbox_dn_0: 0.2629 (0.2790)  loss_bbox_dn_1: 0.1961 (0.2101)  loss_bbox_dn_2: 0.1686 (0.1876)  loss_bbox_dn_3: 0.1616 (0.1807)  loss_bbox_dn_4: 0.1597 (0.1793)  loss_bbox_dn_5: 0.1596 (0.1793)  loss_giou: 0.4710 (0.4820)  loss_giou_aux_0: 0.4875 (0.5068)  loss_giou_aux_1: 0.4805 (0.4920)  loss_giou_aux_2: 0.4755 (0.4867)  loss_giou_aux_3: 0.4725 (0.4832)  loss_giou_aux_4: 0.4743 (0.4822)  loss_giou_aux_5: 0.5606 (0.5742)  loss_giou_dn_0: 0.6106 (0.5938)  loss_giou_dn_1: 0.5035 (0.4880)  loss_giou_dn_2: 0.4732 (0.4581)  loss_giou_dn_3: 0.4637 (0.4496)  loss_giou_dn_4: 0.4621 (0.4475)  loss_giou_dn_5: 0.4619 (0.4477)  loss_vfl: 0.7108 (0.6880)  loss_vfl_aux_0: 0.8148 (0.7958)  loss_vfl_aux_1: 0.7655 (0.7463)  loss_vfl_aux_2: 0.7343 (0.7147)  loss_vfl_aux_3: 0.7135 (0.6993)  loss_vfl_aux_4: 0.7119 (0.6912)  loss_vfl_aux_5: 0.8006 (0.7759)  loss_vfl_dn_0: 0.4572 (0.4575)  loss_vfl_dn_1: 0.3942 (0.3934)  loss_vfl_dn_2: 0.3772 (0.3774)  loss_vfl_dn_3: 0.3728 (0.3698)  loss_vfl_dn_4: 0.3691 (0.3671)  loss_vfl_dn_5: 0.3688 (0.3663)  time: 0.4753  data: 0.0141  max mem: 5654
Epoch: [34]  [6300/7393]  eta: 0:08:49  lr: 0.000010  loss: 16.3065 (16.2259)  loss_bbox: 0.1569 (0.1573)  loss_bbox_aux_0: 0.1715 (0.1709)  loss_bbox_aux_1: 0.1645 (0.1624)  loss_bbox_aux_2: 0.1572 (0.1598)  loss_bbox_aux_3: 0.1546 (0.1578)  loss_bbox_aux_4: 0.1538 (0.1574)  loss_bbox_aux_5: 0.2110 (0.2093)  loss_bbox_dn_0: 0.2674 (0.2789)  loss_bbox_dn_1: 0.1991 (0.2100)  loss_bbox_dn_2: 0.1780 (0.1876)  loss_bbox_dn_3: 0.1679 (0.1807)  loss_bbox_dn_4: 0.1642 (0.1792)  loss_bbox_dn_5: 0.1643 (0.1792)  loss_giou: 0.4412 (0.4820)  loss_giou_aux_0: 0.4579 (0.5069)  loss_giou_aux_1: 0.4410 (0.4921)  loss_giou_aux_2: 0.4266 (0.4868)  loss_giou_aux_3: 0.4382 (0.4833)  loss_giou_aux_4: 0.4393 (0.4823)  loss_giou_aux_5: 0.5349 (0.5743)  loss_giou_dn_0: 0.5820 (0.5939)  loss_giou_dn_1: 0.4617 (0.4881)  loss_giou_dn_2: 0.4352 (0.4582)  loss_giou_dn_3: 0.4286 (0.4496)  loss_giou_dn_4: 0.4260 (0.4476)  loss_giou_dn_5: 0.4263 (0.4477)  loss_vfl: 0.6854 (0.6880)  loss_vfl_aux_0: 0.7977 (0.7958)  loss_vfl_aux_1: 0.7458 (0.7463)  loss_vfl_aux_2: 0.6963 (0.7147)  loss_vfl_aux_3: 0.6798 (0.6993)  loss_vfl_aux_4: 0.6849 (0.6911)  loss_vfl_aux_5: 0.7748 (0.7758)  loss_vfl_dn_0: 0.4542 (0.4575)  loss_vfl_dn_1: 0.3909 (0.3934)  loss_vfl_dn_2: 0.3698 (0.3774)  loss_vfl_dn_3: 0.3616 (0.3698)  loss_vfl_dn_4: 0.3623 (0.3671)  loss_vfl_dn_5: 0.3630 (0.3663)  time: 0.4740  data: 0.0142  max mem: 5654
Epoch: [34]  [6400/7393]  eta: 0:08:00  lr: 0.000010  loss: 16.4343 (16.2249)  loss_bbox: 0.1553 (0.1572)  loss_bbox_aux_0: 0.1776 (0.1709)  loss_bbox_aux_1: 0.1575 (0.1624)  loss_bbox_aux_2: 0.1569 (0.1597)  loss_bbox_aux_3: 0.1550 (0.1578)  loss_bbox_aux_4: 0.1568 (0.1573)  loss_bbox_aux_5: 0.2069 (0.2093)  loss_bbox_dn_0: 0.2731 (0.2789)  loss_bbox_dn_1: 0.2006 (0.2100)  loss_bbox_dn_2: 0.1716 (0.1875)  loss_bbox_dn_3: 0.1660 (0.1806)  loss_bbox_dn_4: 0.1644 (0.1792)  loss_bbox_dn_5: 0.1644 (0.1792)  loss_giou: 0.4407 (0.4819)  loss_giou_aux_0: 0.4683 (0.5068)  loss_giou_aux_1: 0.4504 (0.4920)  loss_giou_aux_2: 0.4448 (0.4867)  loss_giou_aux_3: 0.4415 (0.4831)  loss_giou_aux_4: 0.4407 (0.4821)  loss_giou_aux_5: 0.5294 (0.5742)  loss_giou_dn_0: 0.5676 (0.5938)  loss_giou_dn_1: 0.4604 (0.4880)  loss_giou_dn_2: 0.4201 (0.4581)  loss_giou_dn_3: 0.4097 (0.4495)  loss_giou_dn_4: 0.4065 (0.4475)  loss_giou_dn_5: 0.4068 (0.4476)  loss_vfl: 0.7571 (0.6881)  loss_vfl_aux_0: 0.8326 (0.7958)  loss_vfl_aux_1: 0.8088 (0.7463)  loss_vfl_aux_2: 0.7640 (0.7148)  loss_vfl_aux_3: 0.7502 (0.6995)  loss_vfl_aux_4: 0.7518 (0.6913)  loss_vfl_aux_5: 0.8431 (0.7758)  loss_vfl_dn_0: 0.4590 (0.4576)  loss_vfl_dn_1: 0.3947 (0.3934)  loss_vfl_dn_2: 0.3773 (0.3774)  loss_vfl_dn_3: 0.3698 (0.3698)  loss_vfl_dn_4: 0.3640 (0.3671)  loss_vfl_dn_5: 0.3655 (0.3663)  time: 0.4773  data: 0.0138  max mem: 5654
Epoch: [34]  [6500/7393]  eta: 0:07:13  lr: 0.000010  loss: 16.3117 (16.2268)  loss_bbox: 0.1491 (0.1572)  loss_bbox_aux_0: 0.1558 (0.1709)  loss_bbox_aux_1: 0.1495 (0.1624)  loss_bbox_aux_2: 0.1500 (0.1597)  loss_bbox_aux_3: 0.1453 (0.1578)  loss_bbox_aux_4: 0.1403 (0.1573)  loss_bbox_aux_5: 0.1934 (0.2093)  loss_bbox_dn_0: 0.2643 (0.2789)  loss_bbox_dn_1: 0.1982 (0.2100)  loss_bbox_dn_2: 0.1788 (0.1875)  loss_bbox_dn_3: 0.1769 (0.1806)  loss_bbox_dn_4: 0.1763 (0.1791)  loss_bbox_dn_5: 0.1763 (0.1792)  loss_giou: 0.4791 (0.4820)  loss_giou_aux_0: 0.5129 (0.5070)  loss_giou_aux_1: 0.4929 (0.4922)  loss_giou_aux_2: 0.4857 (0.4868)  loss_giou_aux_3: 0.4829 (0.4833)  loss_giou_aux_4: 0.4823 (0.4822)  loss_giou_aux_5: 0.5640 (0.5743)  loss_giou_dn_0: 0.6015 (0.5940)  loss_giou_dn_1: 0.5086 (0.4882)  loss_giou_dn_2: 0.4772 (0.4583)  loss_giou_dn_3: 0.4697 (0.4497)  loss_giou_dn_4: 0.4672 (0.4476)  loss_giou_dn_5: 0.4675 (0.4478)  loss_vfl: 0.7005 (0.6881)  loss_vfl_aux_0: 0.8048 (0.7957)  loss_vfl_aux_1: 0.7504 (0.7463)  loss_vfl_aux_2: 0.7307 (0.7149)  loss_vfl_aux_3: 0.7125 (0.6995)  loss_vfl_aux_4: 0.7103 (0.6913)  loss_vfl_aux_5: 0.7673 (0.7758)  loss_vfl_dn_0: 0.4613 (0.4576)  loss_vfl_dn_1: 0.3986 (0.3935)  loss_vfl_dn_2: 0.3822 (0.3775)  loss_vfl_dn_3: 0.3762 (0.3698)  loss_vfl_dn_4: 0.3716 (0.3672)  loss_vfl_dn_5: 0.3707 (0.3664)  time: 0.4773  data: 0.0139  max mem: 5654
Epoch: [34]  [6600/7393]  eta: 0:06:24  lr: 0.000010  loss: 16.6727 (16.2232)  loss_bbox: 0.1489 (0.1571)  loss_bbox_aux_0: 0.1691 (0.1708)  loss_bbox_aux_1: 0.1523 (0.1623)  loss_bbox_aux_2: 0.1487 (0.1596)  loss_bbox_aux_3: 0.1489 (0.1577)  loss_bbox_aux_4: 0.1481 (0.1572)  loss_bbox_aux_5: 0.2050 (0.2091)  loss_bbox_dn_0: 0.2609 (0.2787)  loss_bbox_dn_1: 0.2060 (0.2098)  loss_bbox_dn_2: 0.1846 (0.1874)  loss_bbox_dn_3: 0.1825 (0.1805)  loss_bbox_dn_4: 0.1823 (0.1790)  loss_bbox_dn_5: 0.1823 (0.1791)  loss_giou: 0.4793 (0.4819)  loss_giou_aux_0: 0.5111 (0.5069)  loss_giou_aux_1: 0.5048 (0.4921)  loss_giou_aux_2: 0.4854 (0.4867)  loss_giou_aux_3: 0.4855 (0.4832)  loss_giou_aux_4: 0.4789 (0.4821)  loss_giou_aux_5: 0.5791 (0.5742)  loss_giou_dn_0: 0.5862 (0.5939)  loss_giou_dn_1: 0.4829 (0.4881)  loss_giou_dn_2: 0.4559 (0.4582)  loss_giou_dn_3: 0.4530 (0.4496)  loss_giou_dn_4: 0.4524 (0.4476)  loss_giou_dn_5: 0.4528 (0.4478)  loss_vfl: 0.6887 (0.6881)  loss_vfl_aux_0: 0.7844 (0.7956)  loss_vfl_aux_1: 0.7373 (0.7461)  loss_vfl_aux_2: 0.7214 (0.7147)  loss_vfl_aux_3: 0.7076 (0.6993)  loss_vfl_aux_4: 0.6925 (0.6912)  loss_vfl_aux_5: 0.7276 (0.7756)  loss_vfl_dn_0: 0.4509 (0.4575)  loss_vfl_dn_1: 0.3926 (0.3935)  loss_vfl_dn_2: 0.3806 (0.3774)  loss_vfl_dn_3: 0.3738 (0.3698)  loss_vfl_dn_4: 0.3697 (0.3672)  loss_vfl_dn_5: 0.3699 (0.3664)  time: 0.4801  data: 0.0141  max mem: 5654
Epoch: [34]  [6700/7393]  eta: 0:05:35  lr: 0.000010  loss: 16.2866 (16.2261)  loss_bbox: 0.1475 (0.1571)  loss_bbox_aux_0: 0.1556 (0.1708)  loss_bbox_aux_1: 0.1522 (0.1623)  loss_bbox_aux_2: 0.1562 (0.1596)  loss_bbox_aux_3: 0.1528 (0.1577)  loss_bbox_aux_4: 0.1481 (0.1572)  loss_bbox_aux_5: 0.1994 (0.2091)  loss_bbox_dn_0: 0.2530 (0.2787)  loss_bbox_dn_1: 0.1910 (0.2098)  loss_bbox_dn_2: 0.1734 (0.1874)  loss_bbox_dn_3: 0.1619 (0.1805)  loss_bbox_dn_4: 0.1617 (0.1790)  loss_bbox_dn_5: 0.1617 (0.1790)  loss_giou: 0.5106 (0.4821)  loss_giou_aux_0: 0.4939 (0.5070)  loss_giou_aux_1: 0.4814 (0.4922)  loss_giou_aux_2: 0.4843 (0.4868)  loss_giou_aux_3: 0.4909 (0.4833)  loss_giou_aux_4: 0.4901 (0.4823)  loss_giou_aux_5: 0.5796 (0.5743)  loss_giou_dn_0: 0.6010 (0.5940)  loss_giou_dn_1: 0.4885 (0.4883)  loss_giou_dn_2: 0.4652 (0.4584)  loss_giou_dn_3: 0.4554 (0.4498)  loss_giou_dn_4: 0.4549 (0.4478)  loss_giou_dn_5: 0.4550 (0.4480)  loss_vfl: 0.6591 (0.6882)  loss_vfl_aux_0: 0.7817 (0.7957)  loss_vfl_aux_1: 0.7250 (0.7462)  loss_vfl_aux_2: 0.6910 (0.7148)  loss_vfl_aux_3: 0.6751 (0.6995)  loss_vfl_aux_4: 0.6609 (0.6913)  loss_vfl_aux_5: 0.7626 (0.7757)  loss_vfl_dn_0: 0.4493 (0.4576)  loss_vfl_dn_1: 0.3967 (0.3935)  loss_vfl_dn_2: 0.3802 (0.3775)  loss_vfl_dn_3: 0.3712 (0.3699)  loss_vfl_dn_4: 0.3674 (0.3672)  loss_vfl_dn_5: 0.3681 (0.3664)  time: 0.4799  data: 0.0152  max mem: 5654
Epoch: [34]  [6800/7393]  eta: 0:04:47  lr: 0.000010  loss: 16.1461 (16.2269)  loss_bbox: 0.1434 (0.1572)  loss_bbox_aux_0: 0.1613 (0.1708)  loss_bbox_aux_1: 0.1515 (0.1623)  loss_bbox_aux_2: 0.1450 (0.1596)  loss_bbox_aux_3: 0.1437 (0.1577)  loss_bbox_aux_4: 0.1457 (0.1572)  loss_bbox_aux_5: 0.1968 (0.2091)  loss_bbox_dn_0: 0.2539 (0.2787)  loss_bbox_dn_1: 0.1895 (0.2098)  loss_bbox_dn_2: 0.1672 (0.1873)  loss_bbox_dn_3: 0.1622 (0.1805)  loss_bbox_dn_4: 0.1619 (0.1790)  loss_bbox_dn_5: 0.1620 (0.1790)  loss_giou: 0.4903 (0.4821)  loss_giou_aux_0: 0.5126 (0.5070)  loss_giou_aux_1: 0.5055 (0.4923)  loss_giou_aux_2: 0.4999 (0.4869)  loss_giou_aux_3: 0.4865 (0.4834)  loss_giou_aux_4: 0.4916 (0.4823)  loss_giou_aux_5: 0.5856 (0.5744)  loss_giou_dn_0: 0.6000 (0.5941)  loss_giou_dn_1: 0.4907 (0.4884)  loss_giou_dn_2: 0.4629 (0.4584)  loss_giou_dn_3: 0.4557 (0.4499)  loss_giou_dn_4: 0.4541 (0.4478)  loss_giou_dn_5: 0.4552 (0.4480)  loss_vfl: 0.6510 (0.6881)  loss_vfl_aux_0: 0.7682 (0.7957)  loss_vfl_aux_1: 0.7100 (0.7462)  loss_vfl_aux_2: 0.6810 (0.7148)  loss_vfl_aux_3: 0.6618 (0.6994)  loss_vfl_aux_4: 0.6534 (0.6913)  loss_vfl_aux_5: 0.7234 (0.7758)  loss_vfl_dn_0: 0.4513 (0.4576)  loss_vfl_dn_1: 0.3941 (0.3935)  loss_vfl_dn_2: 0.3754 (0.3775)  loss_vfl_dn_3: 0.3678 (0.3699)  loss_vfl_dn_4: 0.3652 (0.3672)  loss_vfl_dn_5: 0.3638 (0.3664)  time: 0.4744  data: 0.0134  max mem: 5654
Epoch: [34]  [6900/7393]  eta: 0:03:58  lr: 0.000010  loss: 16.3255 (16.2276)  loss_bbox: 0.1594 (0.1572)  loss_bbox_aux_0: 0.1796 (0.1708)  loss_bbox_aux_1: 0.1628 (0.1623)  loss_bbox_aux_2: 0.1610 (0.1597)  loss_bbox_aux_3: 0.1658 (0.1577)  loss_bbox_aux_4: 0.1594 (0.1573)  loss_bbox_aux_5: 0.2207 (0.2092)  loss_bbox_dn_0: 0.2767 (0.2787)  loss_bbox_dn_1: 0.2254 (0.2099)  loss_bbox_dn_2: 0.2072 (0.1874)  loss_bbox_dn_3: 0.2012 (0.1805)  loss_bbox_dn_4: 0.1978 (0.1791)  loss_bbox_dn_5: 0.1981 (0.1791)  loss_giou: 0.4474 (0.4821)  loss_giou_aux_0: 0.4736 (0.5070)  loss_giou_aux_1: 0.4538 (0.4922)  loss_giou_aux_2: 0.4535 (0.4868)  loss_giou_aux_3: 0.4512 (0.4833)  loss_giou_aux_4: 0.4501 (0.4823)  loss_giou_aux_5: 0.5585 (0.5744)  loss_giou_dn_0: 0.5955 (0.5941)  loss_giou_dn_1: 0.4820 (0.4884)  loss_giou_dn_2: 0.4604 (0.4584)  loss_giou_dn_3: 0.4520 (0.4499)  loss_giou_dn_4: 0.4496 (0.4478)  loss_giou_dn_5: 0.4495 (0.4480)  loss_vfl: 0.7199 (0.6882)  loss_vfl_aux_0: 0.8327 (0.7957)  loss_vfl_aux_1: 0.7536 (0.7463)  loss_vfl_aux_2: 0.7264 (0.7149)  loss_vfl_aux_3: 0.7337 (0.6995)  loss_vfl_aux_4: 0.7142 (0.6914)  loss_vfl_aux_5: 0.7985 (0.7757)  loss_vfl_dn_0: 0.4604 (0.4576)  loss_vfl_dn_1: 0.3918 (0.3935)  loss_vfl_dn_2: 0.3788 (0.3775)  loss_vfl_dn_3: 0.3769 (0.3699)  loss_vfl_dn_4: 0.3739 (0.3672)  loss_vfl_dn_5: 0.3732 (0.3664)  time: 0.4742  data: 0.0143  max mem: 5654
Epoch: [34]  [7000/7393]  eta: 0:03:10  lr: 0.000010  loss: 16.7397 (16.2306)  loss_bbox: 0.1555 (0.1572)  loss_bbox_aux_0: 0.1633 (0.1708)  loss_bbox_aux_1: 0.1607 (0.1623)  loss_bbox_aux_2: 0.1611 (0.1596)  loss_bbox_aux_3: 0.1590 (0.1577)  loss_bbox_aux_4: 0.1531 (0.1572)  loss_bbox_aux_5: 0.1942 (0.2091)  loss_bbox_dn_0: 0.2528 (0.2787)  loss_bbox_dn_1: 0.1850 (0.2098)  loss_bbox_dn_2: 0.1634 (0.1873)  loss_bbox_dn_3: 0.1563 (0.1805)  loss_bbox_dn_4: 0.1580 (0.1790)  loss_bbox_dn_5: 0.1576 (0.1790)  loss_giou: 0.5501 (0.4825)  loss_giou_aux_0: 0.5661 (0.5074)  loss_giou_aux_1: 0.5513 (0.4926)  loss_giou_aux_2: 0.5597 (0.4872)  loss_giou_aux_3: 0.5446 (0.4838)  loss_giou_aux_4: 0.5371 (0.4827)  loss_giou_aux_5: 0.6304 (0.5748)  loss_giou_dn_0: 0.6157 (0.5944)  loss_giou_dn_1: 0.5308 (0.4886)  loss_giou_dn_2: 0.4980 (0.4587)  loss_giou_dn_3: 0.4905 (0.4501)  loss_giou_dn_4: 0.4880 (0.4480)  loss_giou_dn_5: 0.4881 (0.4482)  loss_vfl: 0.6751 (0.6881)  loss_vfl_aux_0: 0.8099 (0.7957)  loss_vfl_aux_1: 0.7361 (0.7462)  loss_vfl_aux_2: 0.7414 (0.7148)  loss_vfl_aux_3: 0.6951 (0.6993)  loss_vfl_aux_4: 0.6683 (0.6913)  loss_vfl_aux_5: 0.7693 (0.7757)  loss_vfl_dn_0: 0.4557 (0.4576)  loss_vfl_dn_1: 0.3946 (0.3936)  loss_vfl_dn_2: 0.3762 (0.3776)  loss_vfl_dn_3: 0.3692 (0.3699)  loss_vfl_dn_4: 0.3665 (0.3673)  loss_vfl_dn_5: 0.3651 (0.3665)  time: 0.5047  data: 0.0139  max mem: 5654
Epoch: [34]  [7100/7393]  eta: 0:02:21  lr: 0.000010  loss: 15.8942 (16.2293)  loss_bbox: 0.1374 (0.1571)  loss_bbox_aux_0: 0.1465 (0.1707)  loss_bbox_aux_1: 0.1379 (0.1623)  loss_bbox_aux_2: 0.1360 (0.1596)  loss_bbox_aux_3: 0.1381 (0.1577)  loss_bbox_aux_4: 0.1352 (0.1572)  loss_bbox_aux_5: 0.1923 (0.2090)  loss_bbox_dn_0: 0.2555 (0.2785)  loss_bbox_dn_1: 0.1812 (0.2097)  loss_bbox_dn_2: 0.1580 (0.1872)  loss_bbox_dn_3: 0.1526 (0.1804)  loss_bbox_dn_4: 0.1511 (0.1789)  loss_bbox_dn_5: 0.1511 (0.1789)  loss_giou: 0.4902 (0.4825)  loss_giou_aux_0: 0.5169 (0.5074)  loss_giou_aux_1: 0.4912 (0.4926)  loss_giou_aux_2: 0.4955 (0.4873)  loss_giou_aux_3: 0.4865 (0.4838)  loss_giou_aux_4: 0.4890 (0.4827)  loss_giou_aux_5: 0.5693 (0.5748)  loss_giou_dn_0: 0.5861 (0.5944)  loss_giou_dn_1: 0.4920 (0.4886)  loss_giou_dn_2: 0.4671 (0.4587)  loss_giou_dn_3: 0.4582 (0.4501)  loss_giou_dn_4: 0.4580 (0.4481)  loss_giou_dn_5: 0.4584 (0.4482)  loss_vfl: 0.6641 (0.6880)  loss_vfl_aux_0: 0.7635 (0.7957)  loss_vfl_aux_1: 0.7219 (0.7462)  loss_vfl_aux_2: 0.6926 (0.7146)  loss_vfl_aux_3: 0.6756 (0.6992)  loss_vfl_aux_4: 0.6534 (0.6912)  loss_vfl_aux_5: 0.7469 (0.7757)  loss_vfl_dn_0: 0.4512 (0.4576)  loss_vfl_dn_1: 0.3840 (0.3935)  loss_vfl_dn_2: 0.3725 (0.3775)  loss_vfl_dn_3: 0.3653 (0.3699)  loss_vfl_dn_4: 0.3638 (0.3672)  loss_vfl_dn_5: 0.3626 (0.3665)  time: 0.4845  data: 0.0143  max mem: 5654
Epoch: [34]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 16.3486 (16.2315)  loss_bbox: 0.1576 (0.1572)  loss_bbox_aux_0: 0.1780 (0.1708)  loss_bbox_aux_1: 0.1626 (0.1624)  loss_bbox_aux_2: 0.1551 (0.1597)  loss_bbox_aux_3: 0.1573 (0.1578)  loss_bbox_aux_4: 0.1574 (0.1573)  loss_bbox_aux_5: 0.2029 (0.2091)  loss_bbox_dn_0: 0.2449 (0.2786)  loss_bbox_dn_1: 0.1819 (0.2098)  loss_bbox_dn_2: 0.1594 (0.1873)  loss_bbox_dn_3: 0.1521 (0.1804)  loss_bbox_dn_4: 0.1500 (0.1790)  loss_bbox_dn_5: 0.1496 (0.1790)  loss_giou: 0.4496 (0.4825)  loss_giou_aux_0: 0.4825 (0.5074)  loss_giou_aux_1: 0.4638 (0.4926)  loss_giou_aux_2: 0.4606 (0.4872)  loss_giou_aux_3: 0.4758 (0.4838)  loss_giou_aux_4: 0.4506 (0.4827)  loss_giou_aux_5: 0.5912 (0.5748)  loss_giou_dn_0: 0.5955 (0.5944)  loss_giou_dn_1: 0.4971 (0.4886)  loss_giou_dn_2: 0.4745 (0.4587)  loss_giou_dn_3: 0.4632 (0.4501)  loss_giou_dn_4: 0.4613 (0.4481)  loss_giou_dn_5: 0.4609 (0.4482)  loss_vfl: 0.6913 (0.6882)  loss_vfl_aux_0: 0.7710 (0.7959)  loss_vfl_aux_1: 0.7356 (0.7464)  loss_vfl_aux_2: 0.6945 (0.7148)  loss_vfl_aux_3: 0.6939 (0.6994)  loss_vfl_aux_4: 0.6913 (0.6914)  loss_vfl_aux_5: 0.7616 (0.7759)  loss_vfl_dn_0: 0.4604 (0.4576)  loss_vfl_dn_1: 0.3940 (0.3935)  loss_vfl_dn_2: 0.3806 (0.3775)  loss_vfl_dn_3: 0.3759 (0.3699)  loss_vfl_dn_4: 0.3713 (0.3673)  loss_vfl_dn_5: 0.3703 (0.3665)  time: 0.4657  data: 0.0141  max mem: 5654
Epoch: [34]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.6850 (16.2336)  loss_bbox: 0.1459 (0.1573)  loss_bbox_aux_0: 0.1624 (0.1708)  loss_bbox_aux_1: 0.1576 (0.1624)  loss_bbox_aux_2: 0.1419 (0.1597)  loss_bbox_aux_3: 0.1424 (0.1578)  loss_bbox_aux_4: 0.1458 (0.1573)  loss_bbox_aux_5: 0.1943 (0.2091)  loss_bbox_dn_0: 0.2627 (0.2786)  loss_bbox_dn_1: 0.1914 (0.2098)  loss_bbox_dn_2: 0.1740 (0.1873)  loss_bbox_dn_3: 0.1687 (0.1804)  loss_bbox_dn_4: 0.1687 (0.1790)  loss_bbox_dn_5: 0.1687 (0.1790)  loss_giou: 0.4269 (0.4826)  loss_giou_aux_0: 0.4675 (0.5075)  loss_giou_aux_1: 0.4508 (0.4927)  loss_giou_aux_2: 0.4402 (0.4873)  loss_giou_aux_3: 0.4229 (0.4839)  loss_giou_aux_4: 0.4334 (0.4827)  loss_giou_aux_5: 0.5323 (0.5748)  loss_giou_dn_0: 0.5683 (0.5944)  loss_giou_dn_1: 0.4628 (0.4887)  loss_giou_dn_2: 0.4336 (0.4588)  loss_giou_dn_3: 0.4249 (0.4502)  loss_giou_dn_4: 0.4222 (0.4482)  loss_giou_dn_5: 0.4227 (0.4483)  loss_vfl: 0.6853 (0.6883)  loss_vfl_aux_0: 0.7904 (0.7960)  loss_vfl_aux_1: 0.7512 (0.7464)  loss_vfl_aux_2: 0.7103 (0.7149)  loss_vfl_aux_3: 0.6742 (0.6994)  loss_vfl_aux_4: 0.6829 (0.6915)  loss_vfl_aux_5: 0.7814 (0.7759)  loss_vfl_dn_0: 0.4594 (0.4576)  loss_vfl_dn_1: 0.3919 (0.3936)  loss_vfl_dn_2: 0.3730 (0.3776)  loss_vfl_dn_3: 0.3658 (0.3700)  loss_vfl_dn_4: 0.3657 (0.3673)  loss_vfl_dn_5: 0.3678 (0.3665)  time: 0.4873  data: 0.0147  max mem: 5654
Epoch: [34]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.5986 (16.2339)  loss_bbox: 0.1611 (0.1573)  loss_bbox_aux_0: 0.1707 (0.1708)  loss_bbox_aux_1: 0.1550 (0.1625)  loss_bbox_aux_2: 0.1563 (0.1598)  loss_bbox_aux_3: 0.1565 (0.1579)  loss_bbox_aux_4: 0.1583 (0.1574)  loss_bbox_aux_5: 0.2133 (0.2091)  loss_bbox_dn_0: 0.2508 (0.2786)  loss_bbox_dn_1: 0.1871 (0.2098)  loss_bbox_dn_2: 0.1709 (0.1873)  loss_bbox_dn_3: 0.1688 (0.1805)  loss_bbox_dn_4: 0.1654 (0.1790)  loss_bbox_dn_5: 0.1654 (0.1790)  loss_giou: 0.5050 (0.4827)  loss_giou_aux_0: 0.5326 (0.5076)  loss_giou_aux_1: 0.5368 (0.4928)  loss_giou_aux_2: 0.5104 (0.4874)  loss_giou_aux_3: 0.5022 (0.4840)  loss_giou_aux_4: 0.5113 (0.4828)  loss_giou_aux_5: 0.6250 (0.5749)  loss_giou_dn_0: 0.6097 (0.5944)  loss_giou_dn_1: 0.4935 (0.4887)  loss_giou_dn_2: 0.4725 (0.4588)  loss_giou_dn_3: 0.4638 (0.4502)  loss_giou_dn_4: 0.4625 (0.4482)  loss_giou_dn_5: 0.4626 (0.4483)  loss_vfl: 0.6646 (0.6882)  loss_vfl_aux_0: 0.7736 (0.7959)  loss_vfl_aux_1: 0.6969 (0.7463)  loss_vfl_aux_2: 0.6925 (0.7148)  loss_vfl_aux_3: 0.6692 (0.6994)  loss_vfl_aux_4: 0.6681 (0.6914)  loss_vfl_aux_5: 0.7440 (0.7758)  loss_vfl_dn_0: 0.4587 (0.4576)  loss_vfl_dn_1: 0.3950 (0.3936)  loss_vfl_dn_2: 0.3786 (0.3776)  loss_vfl_dn_3: 0.3715 (0.3699)  loss_vfl_dn_4: 0.3700 (0.3673)  loss_vfl_dn_5: 0.3687 (0.3665)  time: 0.4723  data: 0.0137  max mem: 5654
Epoch: [34] Total time: 0:59:41 (0.4844 s / it)
Averaged stats: lr: 0.000010  loss: 16.5986 (16.2339)  loss_bbox: 0.1611 (0.1573)  loss_bbox_aux_0: 0.1707 (0.1708)  loss_bbox_aux_1: 0.1550 (0.1625)  loss_bbox_aux_2: 0.1563 (0.1598)  loss_bbox_aux_3: 0.1565 (0.1579)  loss_bbox_aux_4: 0.1583 (0.1574)  loss_bbox_aux_5: 0.2133 (0.2091)  loss_bbox_dn_0: 0.2508 (0.2786)  loss_bbox_dn_1: 0.1871 (0.2098)  loss_bbox_dn_2: 0.1709 (0.1873)  loss_bbox_dn_3: 0.1688 (0.1805)  loss_bbox_dn_4: 0.1654 (0.1790)  loss_bbox_dn_5: 0.1654 (0.1790)  loss_giou: 0.5050 (0.4827)  loss_giou_aux_0: 0.5326 (0.5076)  loss_giou_aux_1: 0.5368 (0.4928)  loss_giou_aux_2: 0.5104 (0.4874)  loss_giou_aux_3: 0.5022 (0.4840)  loss_giou_aux_4: 0.5113 (0.4828)  loss_giou_aux_5: 0.6250 (0.5749)  loss_giou_dn_0: 0.6097 (0.5944)  loss_giou_dn_1: 0.4935 (0.4887)  loss_giou_dn_2: 0.4725 (0.4588)  loss_giou_dn_3: 0.4638 (0.4502)  loss_giou_dn_4: 0.4625 (0.4482)  loss_giou_dn_5: 0.4626 (0.4483)  loss_vfl: 0.6646 (0.6882)  loss_vfl_aux_0: 0.7736 (0.7959)  loss_vfl_aux_1: 0.6969 (0.7463)  loss_vfl_aux_2: 0.6925 (0.7148)  loss_vfl_aux_3: 0.6692 (0.6994)  loss_vfl_aux_4: 0.6681 (0.6914)  loss_vfl_aux_5: 0.7440 (0.7758)  loss_vfl_dn_0: 0.4587 (0.4576)  loss_vfl_dn_1: 0.3950 (0.3936)  loss_vfl_dn_2: 0.3786 (0.3776)  loss_vfl_dn_3: 0.3715 (0.3699)  loss_vfl_dn_4: 0.3700 (0.3673)  loss_vfl_dn_5: 0.3687 (0.3665)
Test:  [  0/157]  eta: 0:04:07    time: 1.5763  data: 1.1581  max mem: 5654
Test:  [ 10/157]  eta: 0:01:13    time: 0.5011  data: 0.1293  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3931  data: 0.0262  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3957  data: 0.0266  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.4006  data: 0.0275  max mem: 5654
Test:  [ 50/157]  eta: 0:00:45    time: 0.4038  data: 0.0277  max mem: 5654
Test:  [ 60/157]  eta: 0:00:40    time: 0.4075  data: 0.0281  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.7403  data: 0.0277  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.7333  data: 0.0268  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.3926  data: 0.0265  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3889  data: 0.0268  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3935  data: 0.0267  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3937  data: 0.0271  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3924  data: 0.0274  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3880  data: 0.0268  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3742  data: 0.0268  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3620  data: 0.0263  max mem: 5654
Test: Total time: 0:01:09 (0.4452 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=42.93s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.521
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.700
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.563
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.340
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.564
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.702
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.388
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.648
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.717
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.544
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.767
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.885
best_stat:  {'epoch': 34, 'coco_eval_bbox': 0.5205361472457947}
Epoch: [35]  [   0/7393]  eta: 6:42:12  lr: 0.000010  loss: 14.2509 (14.2509)  loss_bbox: 0.1617 (0.1617)  loss_bbox_aux_0: 0.1560 (0.1560)  loss_bbox_aux_1: 0.1712 (0.1712)  loss_bbox_aux_2: 0.1717 (0.1717)  loss_bbox_aux_3: 0.1625 (0.1625)  loss_bbox_aux_4: 0.1612 (0.1612)  loss_bbox_aux_5: 0.2094 (0.2094)  loss_bbox_dn_0: 0.2897 (0.2897)  loss_bbox_dn_1: 0.2046 (0.2046)  loss_bbox_dn_2: 0.1827 (0.1827)  loss_bbox_dn_3: 0.1746 (0.1746)  loss_bbox_dn_4: 0.1736 (0.1736)  loss_bbox_dn_5: 0.1735 (0.1735)  loss_giou: 0.3184 (0.3184)  loss_giou_aux_0: 0.3538 (0.3538)  loss_giou_aux_1: 0.3485 (0.3485)  loss_giou_aux_2: 0.3363 (0.3363)  loss_giou_aux_3: 0.3176 (0.3176)  loss_giou_aux_4: 0.3167 (0.3167)  loss_giou_aux_5: 0.4267 (0.4267)  loss_giou_dn_0: 0.4943 (0.4943)  loss_giou_dn_1: 0.3759 (0.3759)  loss_giou_dn_2: 0.3465 (0.3465)  loss_giou_dn_3: 0.3362 (0.3362)  loss_giou_dn_4: 0.3311 (0.3311)  loss_giou_dn_5: 0.3311 (0.3311)  loss_vfl: 0.6744 (0.6744)  loss_vfl_aux_0: 0.8029 (0.8029)  loss_vfl_aux_1: 0.7342 (0.7342)  loss_vfl_aux_2: 0.7137 (0.7137)  loss_vfl_aux_3: 0.7116 (0.7116)  loss_vfl_aux_4: 0.6842 (0.6842)  loss_vfl_aux_5: 0.7669 (0.7669)  loss_vfl_dn_0: 0.4364 (0.4364)  loss_vfl_dn_1: 0.3471 (0.3471)  loss_vfl_dn_2: 0.3410 (0.3410)  loss_vfl_dn_3: 0.3395 (0.3395)  loss_vfl_dn_4: 0.3366 (0.3366)  loss_vfl_dn_5: 0.3368 (0.3368)  time: 3.2642  data: 2.7376  max mem: 5654
Epoch: [35]  [ 100/7393]  eta: 1:02:21  lr: 0.000010  loss: 15.9571 (16.1745)  loss_bbox: 0.1320 (0.1523)  loss_bbox_aux_0: 0.1574 (0.1677)  loss_bbox_aux_1: 0.1417 (0.1577)  loss_bbox_aux_2: 0.1368 (0.1543)  loss_bbox_aux_3: 0.1338 (0.1531)  loss_bbox_aux_4: 0.1319 (0.1523)  loss_bbox_aux_5: 0.1848 (0.2029)  loss_bbox_dn_0: 0.2453 (0.2709)  loss_bbox_dn_1: 0.1718 (0.2013)  loss_bbox_dn_2: 0.1585 (0.1803)  loss_bbox_dn_3: 0.1510 (0.1743)  loss_bbox_dn_4: 0.1491 (0.1728)  loss_bbox_dn_5: 0.1490 (0.1727)  loss_giou: 0.4288 (0.4846)  loss_giou_aux_0: 0.4419 (0.5108)  loss_giou_aux_1: 0.4318 (0.4962)  loss_giou_aux_2: 0.4234 (0.4897)  loss_giou_aux_3: 0.4273 (0.4859)  loss_giou_aux_4: 0.4270 (0.4852)  loss_giou_aux_5: 0.5027 (0.5751)  loss_giou_dn_0: 0.5644 (0.5990)  loss_giou_dn_1: 0.4608 (0.4919)  loss_giou_dn_2: 0.4329 (0.4620)  loss_giou_dn_3: 0.4212 (0.4538)  loss_giou_dn_4: 0.4210 (0.4517)  loss_giou_dn_5: 0.4214 (0.4518)  loss_vfl: 0.7176 (0.6861)  loss_vfl_aux_0: 0.8096 (0.7908)  loss_vfl_aux_1: 0.7573 (0.7442)  loss_vfl_aux_2: 0.7318 (0.7126)  loss_vfl_aux_3: 0.7168 (0.6983)  loss_vfl_aux_4: 0.7182 (0.6897)  loss_vfl_aux_5: 0.7997 (0.7735)  loss_vfl_dn_0: 0.4604 (0.4577)  loss_vfl_dn_1: 0.3918 (0.3928)  loss_vfl_dn_2: 0.3747 (0.3765)  loss_vfl_dn_3: 0.3748 (0.3695)  loss_vfl_dn_4: 0.3681 (0.3668)  loss_vfl_dn_5: 0.3694 (0.3658)  time: 0.4919  data: 0.0164  max mem: 5654
Epoch: [35]  [ 200/7393]  eta: 0:59:41  lr: 0.000010  loss: 15.6301 (16.1911)  loss_bbox: 0.1406 (0.1547)  loss_bbox_aux_0: 0.1493 (0.1681)  loss_bbox_aux_1: 0.1486 (0.1599)  loss_bbox_aux_2: 0.1392 (0.1562)  loss_bbox_aux_3: 0.1414 (0.1552)  loss_bbox_aux_4: 0.1390 (0.1544)  loss_bbox_aux_5: 0.1898 (0.2043)  loss_bbox_dn_0: 0.2476 (0.2703)  loss_bbox_dn_1: 0.1781 (0.2026)  loss_bbox_dn_2: 0.1511 (0.1810)  loss_bbox_dn_3: 0.1425 (0.1748)  loss_bbox_dn_4: 0.1416 (0.1735)  loss_bbox_dn_5: 0.1416 (0.1735)  loss_giou: 0.4910 (0.4844)  loss_giou_aux_0: 0.5040 (0.5100)  loss_giou_aux_1: 0.4975 (0.4954)  loss_giou_aux_2: 0.4895 (0.4893)  loss_giou_aux_3: 0.4860 (0.4858)  loss_giou_aux_4: 0.4842 (0.4850)  loss_giou_aux_5: 0.5786 (0.5751)  loss_giou_dn_0: 0.6045 (0.5956)  loss_giou_dn_1: 0.4942 (0.4891)  loss_giou_dn_2: 0.4646 (0.4593)  loss_giou_dn_3: 0.4547 (0.4511)  loss_giou_dn_4: 0.4540 (0.4491)  loss_giou_dn_5: 0.4545 (0.4493)  loss_vfl: 0.6572 (0.6878)  loss_vfl_aux_0: 0.7664 (0.7940)  loss_vfl_aux_1: 0.7092 (0.7460)  loss_vfl_aux_2: 0.6840 (0.7151)  loss_vfl_aux_3: 0.6737 (0.7015)  loss_vfl_aux_4: 0.6671 (0.6919)  loss_vfl_aux_5: 0.7800 (0.7779)  loss_vfl_dn_0: 0.4509 (0.4577)  loss_vfl_dn_1: 0.3938 (0.3933)  loss_vfl_dn_2: 0.3798 (0.3769)  loss_vfl_dn_3: 0.3743 (0.3696)  loss_vfl_dn_4: 0.3701 (0.3666)  loss_vfl_dn_5: 0.3681 (0.3657)  time: 0.4837  data: 0.0154  max mem: 5654
Epoch: [35]  [ 300/7393]  eta: 0:58:03  lr: 0.000010  loss: 15.5191 (16.1519)  loss_bbox: 0.1456 (0.1550)  loss_bbox_aux_0: 0.1542 (0.1680)  loss_bbox_aux_1: 0.1511 (0.1601)  loss_bbox_aux_2: 0.1418 (0.1565)  loss_bbox_aux_3: 0.1410 (0.1550)  loss_bbox_aux_4: 0.1523 (0.1546)  loss_bbox_aux_5: 0.1859 (0.2043)  loss_bbox_dn_0: 0.2421 (0.2700)  loss_bbox_dn_1: 0.1792 (0.2034)  loss_bbox_dn_2: 0.1684 (0.1819)  loss_bbox_dn_3: 0.1657 (0.1756)  loss_bbox_dn_4: 0.1669 (0.1743)  loss_bbox_dn_5: 0.1669 (0.1743)  loss_giou: 0.4387 (0.4848)  loss_giou_aux_0: 0.4801 (0.5097)  loss_giou_aux_1: 0.4646 (0.4952)  loss_giou_aux_2: 0.4405 (0.4890)  loss_giou_aux_3: 0.4393 (0.4859)  loss_giou_aux_4: 0.4387 (0.4850)  loss_giou_aux_5: 0.5347 (0.5743)  loss_giou_dn_0: 0.5683 (0.5938)  loss_giou_dn_1: 0.4609 (0.4885)  loss_giou_dn_2: 0.4319 (0.4587)  loss_giou_dn_3: 0.4243 (0.4508)  loss_giou_dn_4: 0.4197 (0.4487)  loss_giou_dn_5: 0.4196 (0.4489)  loss_vfl: 0.6691 (0.6819)  loss_vfl_aux_0: 0.7568 (0.7908)  loss_vfl_aux_1: 0.7073 (0.7400)  loss_vfl_aux_2: 0.6994 (0.7105)  loss_vfl_aux_3: 0.6947 (0.6963)  loss_vfl_aux_4: 0.6801 (0.6860)  loss_vfl_aux_5: 0.7286 (0.7741)  loss_vfl_dn_0: 0.4566 (0.4569)  loss_vfl_dn_1: 0.3862 (0.3930)  loss_vfl_dn_2: 0.3727 (0.3765)  loss_vfl_dn_3: 0.3641 (0.3688)  loss_vfl_dn_4: 0.3619 (0.3660)  loss_vfl_dn_5: 0.3605 (0.3651)  time: 0.4673  data: 0.0157  max mem: 5654
Epoch: [35]  [ 400/7393]  eta: 0:56:44  lr: 0.000010  loss: 16.2394 (16.1252)  loss_bbox: 0.1650 (0.1550)  loss_bbox_aux_0: 0.1765 (0.1684)  loss_bbox_aux_1: 0.1625 (0.1600)  loss_bbox_aux_2: 0.1540 (0.1565)  loss_bbox_aux_3: 0.1589 (0.1548)  loss_bbox_aux_4: 0.1594 (0.1546)  loss_bbox_aux_5: 0.1988 (0.2058)  loss_bbox_dn_0: 0.2534 (0.2725)  loss_bbox_dn_1: 0.2022 (0.2053)  loss_bbox_dn_2: 0.1755 (0.1830)  loss_bbox_dn_3: 0.1676 (0.1766)  loss_bbox_dn_4: 0.1664 (0.1752)  loss_bbox_dn_5: 0.1663 (0.1752)  loss_giou: 0.4375 (0.4821)  loss_giou_aux_0: 0.4616 (0.5067)  loss_giou_aux_1: 0.4435 (0.4921)  loss_giou_aux_2: 0.4402 (0.4858)  loss_giou_aux_3: 0.4348 (0.4829)  loss_giou_aux_4: 0.4360 (0.4822)  loss_giou_aux_5: 0.5360 (0.5720)  loss_giou_dn_0: 0.5911 (0.5915)  loss_giou_dn_1: 0.4841 (0.4861)  loss_giou_dn_2: 0.4460 (0.4562)  loss_giou_dn_3: 0.4378 (0.4481)  loss_giou_dn_4: 0.4365 (0.4461)  loss_giou_dn_5: 0.4367 (0.4463)  loss_vfl: 0.6852 (0.6822)  loss_vfl_aux_0: 0.7989 (0.7906)  loss_vfl_aux_1: 0.7453 (0.7404)  loss_vfl_aux_2: 0.7217 (0.7110)  loss_vfl_aux_3: 0.7027 (0.6962)  loss_vfl_aux_4: 0.6882 (0.6866)  loss_vfl_aux_5: 0.7852 (0.7737)  loss_vfl_dn_0: 0.4549 (0.4566)  loss_vfl_dn_1: 0.3942 (0.3923)  loss_vfl_dn_2: 0.3752 (0.3760)  loss_vfl_dn_3: 0.3661 (0.3683)  loss_vfl_dn_4: 0.3629 (0.3656)  loss_vfl_dn_5: 0.3620 (0.3647)  time: 0.4696  data: 0.0149  max mem: 5654
Epoch: [35]  [ 500/7393]  eta: 0:55:40  lr: 0.000010  loss: 16.7181 (16.1673)  loss_bbox: 0.1516 (0.1553)  loss_bbox_aux_0: 0.1707 (0.1687)  loss_bbox_aux_1: 0.1591 (0.1607)  loss_bbox_aux_2: 0.1549 (0.1571)  loss_bbox_aux_3: 0.1524 (0.1554)  loss_bbox_aux_4: 0.1513 (0.1550)  loss_bbox_aux_5: 0.1927 (0.2065)  loss_bbox_dn_0: 0.2568 (0.2725)  loss_bbox_dn_1: 0.1932 (0.2053)  loss_bbox_dn_2: 0.1748 (0.1831)  loss_bbox_dn_3: 0.1678 (0.1766)  loss_bbox_dn_4: 0.1668 (0.1752)  loss_bbox_dn_5: 0.1672 (0.1752)  loss_giou: 0.5052 (0.4859)  loss_giou_aux_0: 0.5314 (0.5102)  loss_giou_aux_1: 0.5080 (0.4958)  loss_giou_aux_2: 0.5156 (0.4894)  loss_giou_aux_3: 0.4990 (0.4870)  loss_giou_aux_4: 0.5021 (0.4861)  loss_giou_aux_5: 0.6198 (0.5756)  loss_giou_dn_0: 0.6023 (0.5940)  loss_giou_dn_1: 0.5033 (0.4889)  loss_giou_dn_2: 0.4703 (0.4590)  loss_giou_dn_3: 0.4653 (0.4509)  loss_giou_dn_4: 0.4643 (0.4489)  loss_giou_dn_5: 0.4647 (0.4491)  loss_vfl: 0.6729 (0.6821)  loss_vfl_aux_0: 0.7590 (0.7899)  loss_vfl_aux_1: 0.7394 (0.7401)  loss_vfl_aux_2: 0.6920 (0.7108)  loss_vfl_aux_3: 0.6823 (0.6952)  loss_vfl_aux_4: 0.6756 (0.6860)  loss_vfl_aux_5: 0.7310 (0.7716)  loss_vfl_dn_0: 0.4559 (0.4563)  loss_vfl_dn_1: 0.4022 (0.3925)  loss_vfl_dn_2: 0.3853 (0.3762)  loss_vfl_dn_3: 0.3781 (0.3685)  loss_vfl_dn_4: 0.3769 (0.3659)  loss_vfl_dn_5: 0.3741 (0.3649)  time: 0.4717  data: 0.0146  max mem: 5654
Epoch: [35]  [ 600/7393]  eta: 0:54:43  lr: 0.000010  loss: 15.9742 (16.1674)  loss_bbox: 0.1393 (0.1556)  loss_bbox_aux_0: 0.1518 (0.1691)  loss_bbox_aux_1: 0.1419 (0.1606)  loss_bbox_aux_2: 0.1406 (0.1574)  loss_bbox_aux_3: 0.1419 (0.1558)  loss_bbox_aux_4: 0.1419 (0.1552)  loss_bbox_aux_5: 0.1849 (0.2063)  loss_bbox_dn_0: 0.2267 (0.2731)  loss_bbox_dn_1: 0.1698 (0.2058)  loss_bbox_dn_2: 0.1477 (0.1834)  loss_bbox_dn_3: 0.1420 (0.1768)  loss_bbox_dn_4: 0.1409 (0.1754)  loss_bbox_dn_5: 0.1409 (0.1754)  loss_giou: 0.5055 (0.4860)  loss_giou_aux_0: 0.5339 (0.5105)  loss_giou_aux_1: 0.5262 (0.4957)  loss_giou_aux_2: 0.5097 (0.4897)  loss_giou_aux_3: 0.5048 (0.4872)  loss_giou_aux_4: 0.5081 (0.4862)  loss_giou_aux_5: 0.6045 (0.5761)  loss_giou_dn_0: 0.6228 (0.5949)  loss_giou_dn_1: 0.5177 (0.4894)  loss_giou_dn_2: 0.4886 (0.4594)  loss_giou_dn_3: 0.4806 (0.4512)  loss_giou_dn_4: 0.4759 (0.4492)  loss_giou_dn_5: 0.4759 (0.4494)  loss_vfl: 0.6624 (0.6808)  loss_vfl_aux_0: 0.7375 (0.7882)  loss_vfl_aux_1: 0.7111 (0.7398)  loss_vfl_aux_2: 0.6771 (0.7088)  loss_vfl_aux_3: 0.6643 (0.6931)  loss_vfl_aux_4: 0.6580 (0.6846)  loss_vfl_aux_5: 0.7191 (0.7703)  loss_vfl_dn_0: 0.4553 (0.4565)  loss_vfl_dn_1: 0.3948 (0.3928)  loss_vfl_dn_2: 0.3781 (0.3766)  loss_vfl_dn_3: 0.3714 (0.3690)  loss_vfl_dn_4: 0.3726 (0.3664)  loss_vfl_dn_5: 0.3717 (0.3655)  time: 0.4897  data: 0.0141  max mem: 5654
Epoch: [35]  [ 700/7393]  eta: 0:53:47  lr: 0.000010  loss: 16.3577 (16.1949)  loss_bbox: 0.1439 (0.1561)  loss_bbox_aux_0: 0.1558 (0.1696)  loss_bbox_aux_1: 0.1497 (0.1610)  loss_bbox_aux_2: 0.1482 (0.1580)  loss_bbox_aux_3: 0.1451 (0.1564)  loss_bbox_aux_4: 0.1440 (0.1558)  loss_bbox_aux_5: 0.1976 (0.2070)  loss_bbox_dn_0: 0.2532 (0.2744)  loss_bbox_dn_1: 0.1819 (0.2069)  loss_bbox_dn_2: 0.1616 (0.1846)  loss_bbox_dn_3: 0.1572 (0.1778)  loss_bbox_dn_4: 0.1554 (0.1763)  loss_bbox_dn_5: 0.1551 (0.1763)  loss_giou: 0.5142 (0.4865)  loss_giou_aux_0: 0.5552 (0.5110)  loss_giou_aux_1: 0.5239 (0.4960)  loss_giou_aux_2: 0.5232 (0.4901)  loss_giou_aux_3: 0.5204 (0.4876)  loss_giou_aux_4: 0.5154 (0.4867)  loss_giou_aux_5: 0.5940 (0.5769)  loss_giou_dn_0: 0.5968 (0.5953)  loss_giou_dn_1: 0.4904 (0.4900)  loss_giou_dn_2: 0.4582 (0.4600)  loss_giou_dn_3: 0.4540 (0.4517)  loss_giou_dn_4: 0.4495 (0.4497)  loss_giou_dn_5: 0.4495 (0.4499)  loss_vfl: 0.6638 (0.6819)  loss_vfl_aux_0: 0.7616 (0.7903)  loss_vfl_aux_1: 0.7267 (0.7416)  loss_vfl_aux_2: 0.6871 (0.7103)  loss_vfl_aux_3: 0.6628 (0.6943)  loss_vfl_aux_4: 0.6558 (0.6856)  loss_vfl_aux_5: 0.7565 (0.7711)  loss_vfl_dn_0: 0.4522 (0.4568)  loss_vfl_dn_1: 0.3954 (0.3929)  loss_vfl_dn_2: 0.3842 (0.3769)  loss_vfl_dn_3: 0.3756 (0.3693)  loss_vfl_dn_4: 0.3745 (0.3667)  loss_vfl_dn_5: 0.3724 (0.3658)  time: 0.4780  data: 0.0139  max mem: 5654
Epoch: [35]  [ 800/7393]  eta: 0:52:55  lr: 0.000010  loss: 16.2216 (16.1927)  loss_bbox: 0.1383 (0.1565)  loss_bbox_aux_0: 0.1502 (0.1700)  loss_bbox_aux_1: 0.1405 (0.1613)  loss_bbox_aux_2: 0.1403 (0.1585)  loss_bbox_aux_3: 0.1372 (0.1567)  loss_bbox_aux_4: 0.1362 (0.1562)  loss_bbox_aux_5: 0.1988 (0.2080)  loss_bbox_dn_0: 0.2427 (0.2768)  loss_bbox_dn_1: 0.1769 (0.2088)  loss_bbox_dn_2: 0.1589 (0.1863)  loss_bbox_dn_3: 0.1555 (0.1795)  loss_bbox_dn_4: 0.1560 (0.1781)  loss_bbox_dn_5: 0.1560 (0.1781)  loss_giou: 0.4883 (0.4824)  loss_giou_aux_0: 0.5217 (0.5067)  loss_giou_aux_1: 0.4873 (0.4919)  loss_giou_aux_2: 0.4860 (0.4862)  loss_giou_aux_3: 0.5006 (0.4836)  loss_giou_aux_4: 0.4892 (0.4827)  loss_giou_aux_5: 0.5983 (0.5729)  loss_giou_dn_0: 0.5927 (0.5929)  loss_giou_dn_1: 0.4807 (0.4875)  loss_giou_dn_2: 0.4580 (0.4574)  loss_giou_dn_3: 0.4527 (0.4491)  loss_giou_dn_4: 0.4519 (0.4471)  loss_giou_dn_5: 0.4519 (0.4472)  loss_vfl: 0.7125 (0.6856)  loss_vfl_aux_0: 0.8024 (0.7953)  loss_vfl_aux_1: 0.7717 (0.7457)  loss_vfl_aux_2: 0.7252 (0.7135)  loss_vfl_aux_3: 0.7185 (0.6978)  loss_vfl_aux_4: 0.7185 (0.6891)  loss_vfl_aux_5: 0.7631 (0.7751)  loss_vfl_dn_0: 0.4553 (0.4571)  loss_vfl_dn_1: 0.3950 (0.3928)  loss_vfl_dn_2: 0.3788 (0.3767)  loss_vfl_dn_3: 0.3705 (0.3692)  loss_vfl_dn_4: 0.3680 (0.3666)  loss_vfl_dn_5: 0.3682 (0.3657)  time: 0.4785  data: 0.0138  max mem: 5654
Epoch: [35]  [ 900/7393]  eta: 0:52:03  lr: 0.000010  loss: 15.8016 (16.1936)  loss_bbox: 0.1438 (0.1561)  loss_bbox_aux_0: 0.1677 (0.1696)  loss_bbox_aux_1: 0.1659 (0.1610)  loss_bbox_aux_2: 0.1532 (0.1580)  loss_bbox_aux_3: 0.1457 (0.1563)  loss_bbox_aux_4: 0.1438 (0.1557)  loss_bbox_aux_5: 0.1935 (0.2075)  loss_bbox_dn_0: 0.2490 (0.2758)  loss_bbox_dn_1: 0.1941 (0.2080)  loss_bbox_dn_2: 0.1753 (0.1856)  loss_bbox_dn_3: 0.1730 (0.1789)  loss_bbox_dn_4: 0.1737 (0.1775)  loss_bbox_dn_5: 0.1737 (0.1775)  loss_giou: 0.4722 (0.4825)  loss_giou_aux_0: 0.4971 (0.5067)  loss_giou_aux_1: 0.4934 (0.4921)  loss_giou_aux_2: 0.4834 (0.4863)  loss_giou_aux_3: 0.4764 (0.4837)  loss_giou_aux_4: 0.4720 (0.4827)  loss_giou_aux_5: 0.5742 (0.5730)  loss_giou_dn_0: 0.5970 (0.5936)  loss_giou_dn_1: 0.4899 (0.4881)  loss_giou_dn_2: 0.4618 (0.4579)  loss_giou_dn_3: 0.4524 (0.4495)  loss_giou_dn_4: 0.4510 (0.4475)  loss_giou_dn_5: 0.4508 (0.4476)  loss_vfl: 0.6740 (0.6863)  loss_vfl_aux_0: 0.7655 (0.7958)  loss_vfl_aux_1: 0.7152 (0.7458)  loss_vfl_aux_2: 0.6985 (0.7145)  loss_vfl_aux_3: 0.6865 (0.6984)  loss_vfl_aux_4: 0.6883 (0.6899)  loss_vfl_aux_5: 0.7691 (0.7751)  loss_vfl_dn_0: 0.4508 (0.4571)  loss_vfl_dn_1: 0.3915 (0.3930)  loss_vfl_dn_2: 0.3815 (0.3770)  loss_vfl_dn_3: 0.3748 (0.3694)  loss_vfl_dn_4: 0.3752 (0.3668)  loss_vfl_dn_5: 0.3742 (0.3659)  time: 0.4747  data: 0.0147  max mem: 5654
Epoch: [35]  [1000/7393]  eta: 0:51:12  lr: 0.000010  loss: 15.5334 (16.1863)  loss_bbox: 0.1442 (0.1561)  loss_bbox_aux_0: 0.1577 (0.1696)  loss_bbox_aux_1: 0.1567 (0.1611)  loss_bbox_aux_2: 0.1505 (0.1581)  loss_bbox_aux_3: 0.1456 (0.1563)  loss_bbox_aux_4: 0.1443 (0.1558)  loss_bbox_aux_5: 0.1925 (0.2073)  loss_bbox_dn_0: 0.2635 (0.2749)  loss_bbox_dn_1: 0.2011 (0.2073)  loss_bbox_dn_2: 0.1798 (0.1849)  loss_bbox_dn_3: 0.1743 (0.1783)  loss_bbox_dn_4: 0.1715 (0.1769)  loss_bbox_dn_5: 0.1714 (0.1769)  loss_giou: 0.4239 (0.4828)  loss_giou_aux_0: 0.4716 (0.5073)  loss_giou_aux_1: 0.4420 (0.4925)  loss_giou_aux_2: 0.4344 (0.4867)  loss_giou_aux_3: 0.4236 (0.4840)  loss_giou_aux_4: 0.4295 (0.4830)  loss_giou_aux_5: 0.5320 (0.5736)  loss_giou_dn_0: 0.5813 (0.5936)  loss_giou_dn_1: 0.4545 (0.4881)  loss_giou_dn_2: 0.4230 (0.4579)  loss_giou_dn_3: 0.4091 (0.4495)  loss_giou_dn_4: 0.4071 (0.4475)  loss_giou_dn_5: 0.4071 (0.4476)  loss_vfl: 0.6749 (0.6859)  loss_vfl_aux_0: 0.7636 (0.7942)  loss_vfl_aux_1: 0.7291 (0.7447)  loss_vfl_aux_2: 0.7138 (0.7142)  loss_vfl_aux_3: 0.6789 (0.6980)  loss_vfl_aux_4: 0.6775 (0.6896)  loss_vfl_aux_5: 0.7459 (0.7739)  loss_vfl_dn_0: 0.4474 (0.4570)  loss_vfl_dn_1: 0.3788 (0.3928)  loss_vfl_dn_2: 0.3617 (0.3768)  loss_vfl_dn_3: 0.3525 (0.3693)  loss_vfl_dn_4: 0.3505 (0.3667)  loss_vfl_dn_5: 0.3477 (0.3658)  time: 0.4759  data: 0.0142  max mem: 5654
Epoch: [35]  [1100/7393]  eta: 0:50:17  lr: 0.000010  loss: 16.5421 (16.1902)  loss_bbox: 0.1408 (0.1559)  loss_bbox_aux_0: 0.1503 (0.1694)  loss_bbox_aux_1: 0.1561 (0.1610)  loss_bbox_aux_2: 0.1531 (0.1580)  loss_bbox_aux_3: 0.1401 (0.1562)  loss_bbox_aux_4: 0.1405 (0.1556)  loss_bbox_aux_5: 0.1959 (0.2070)  loss_bbox_dn_0: 0.2438 (0.2742)  loss_bbox_dn_1: 0.1853 (0.2069)  loss_bbox_dn_2: 0.1641 (0.1846)  loss_bbox_dn_3: 0.1575 (0.1780)  loss_bbox_dn_4: 0.1584 (0.1766)  loss_bbox_dn_5: 0.1584 (0.1766)  loss_giou: 0.4554 (0.4834)  loss_giou_aux_0: 0.4825 (0.5080)  loss_giou_aux_1: 0.4793 (0.4933)  loss_giou_aux_2: 0.4611 (0.4876)  loss_giou_aux_3: 0.4562 (0.4848)  loss_giou_aux_4: 0.4509 (0.4837)  loss_giou_aux_5: 0.5512 (0.5746)  loss_giou_dn_0: 0.5761 (0.5939)  loss_giou_dn_1: 0.4662 (0.4886)  loss_giou_dn_2: 0.4394 (0.4584)  loss_giou_dn_3: 0.4335 (0.4500)  loss_giou_dn_4: 0.4320 (0.4480)  loss_giou_dn_5: 0.4332 (0.4481)  loss_vfl: 0.6798 (0.6863)  loss_vfl_aux_0: 0.7828 (0.7930)  loss_vfl_aux_1: 0.7436 (0.7444)  loss_vfl_aux_2: 0.7096 (0.7140)  loss_vfl_aux_3: 0.6982 (0.6982)  loss_vfl_aux_4: 0.6953 (0.6898)  loss_vfl_aux_5: 0.7765 (0.7733)  loss_vfl_dn_0: 0.4537 (0.4568)  loss_vfl_dn_1: 0.3888 (0.3928)  loss_vfl_dn_2: 0.3740 (0.3770)  loss_vfl_dn_3: 0.3674 (0.3694)  loss_vfl_dn_4: 0.3644 (0.3668)  loss_vfl_dn_5: 0.3654 (0.3660)  time: 0.4667  data: 0.0146  max mem: 5654
Epoch: [35]  [1200/7393]  eta: 0:50:02  lr: 0.000010  loss: 15.5822 (16.1896)  loss_bbox: 0.1539 (0.1559)  loss_bbox_aux_0: 0.1614 (0.1695)  loss_bbox_aux_1: 0.1610 (0.1609)  loss_bbox_aux_2: 0.1554 (0.1581)  loss_bbox_aux_3: 0.1564 (0.1561)  loss_bbox_aux_4: 0.1573 (0.1557)  loss_bbox_aux_5: 0.1993 (0.2069)  loss_bbox_dn_0: 0.2587 (0.2744)  loss_bbox_dn_1: 0.1906 (0.2069)  loss_bbox_dn_2: 0.1657 (0.1846)  loss_bbox_dn_3: 0.1627 (0.1780)  loss_bbox_dn_4: 0.1598 (0.1766)  loss_bbox_dn_5: 0.1593 (0.1766)  loss_giou: 0.4442 (0.4837)  loss_giou_aux_0: 0.4477 (0.5081)  loss_giou_aux_1: 0.4426 (0.4935)  loss_giou_aux_2: 0.4456 (0.4879)  loss_giou_aux_3: 0.4401 (0.4851)  loss_giou_aux_4: 0.4382 (0.4841)  loss_giou_aux_5: 0.5358 (0.5747)  loss_giou_dn_0: 0.6019 (0.5942)  loss_giou_dn_1: 0.4890 (0.4889)  loss_giou_dn_2: 0.4573 (0.4586)  loss_giou_dn_3: 0.4522 (0.4502)  loss_giou_dn_4: 0.4522 (0.4481)  loss_giou_dn_5: 0.4533 (0.4483)  loss_vfl: 0.6695 (0.6858)  loss_vfl_aux_0: 0.7724 (0.7925)  loss_vfl_aux_1: 0.7160 (0.7440)  loss_vfl_aux_2: 0.6856 (0.7132)  loss_vfl_aux_3: 0.6856 (0.6978)  loss_vfl_aux_4: 0.6625 (0.6893)  loss_vfl_aux_5: 0.7465 (0.7729)  loss_vfl_dn_0: 0.4548 (0.4569)  loss_vfl_dn_1: 0.3864 (0.3928)  loss_vfl_dn_2: 0.3697 (0.3769)  loss_vfl_dn_3: 0.3622 (0.3694)  loss_vfl_dn_4: 0.3622 (0.3668)  loss_vfl_dn_5: 0.3619 (0.3659)  time: 0.8407  data: 0.0139  max mem: 5654
Epoch: [35]  [1300/7393]  eta: 0:49:09  lr: 0.000010  loss: 16.9187 (16.1936)  loss_bbox: 0.1609 (0.1563)  loss_bbox_aux_0: 0.1690 (0.1701)  loss_bbox_aux_1: 0.1558 (0.1614)  loss_bbox_aux_2: 0.1621 (0.1587)  loss_bbox_aux_3: 0.1528 (0.1566)  loss_bbox_aux_4: 0.1510 (0.1561)  loss_bbox_aux_5: 0.1991 (0.2077)  loss_bbox_dn_0: 0.2380 (0.2754)  loss_bbox_dn_1: 0.1869 (0.2076)  loss_bbox_dn_2: 0.1722 (0.1853)  loss_bbox_dn_3: 0.1707 (0.1786)  loss_bbox_dn_4: 0.1691 (0.1771)  loss_bbox_dn_5: 0.1688 (0.1771)  loss_giou: 0.4998 (0.4837)  loss_giou_aux_0: 0.5210 (0.5080)  loss_giou_aux_1: 0.5131 (0.4932)  loss_giou_aux_2: 0.5066 (0.4878)  loss_giou_aux_3: 0.4981 (0.4849)  loss_giou_aux_4: 0.5021 (0.4840)  loss_giou_aux_5: 0.5927 (0.5748)  loss_giou_dn_0: 0.6074 (0.5945)  loss_giou_dn_1: 0.5095 (0.4890)  loss_giou_dn_2: 0.4756 (0.4586)  loss_giou_dn_3: 0.4720 (0.4501)  loss_giou_dn_4: 0.4701 (0.4481)  loss_giou_dn_5: 0.4701 (0.4482)  loss_vfl: 0.6860 (0.6851)  loss_vfl_aux_0: 0.8204 (0.7928)  loss_vfl_aux_1: 0.7552 (0.7439)  loss_vfl_aux_2: 0.7115 (0.7126)  loss_vfl_aux_3: 0.7104 (0.6970)  loss_vfl_aux_4: 0.6909 (0.6885)  loss_vfl_aux_5: 0.7589 (0.7724)  loss_vfl_dn_0: 0.4551 (0.4569)  loss_vfl_dn_1: 0.3951 (0.3927)  loss_vfl_dn_2: 0.3852 (0.3769)  loss_vfl_dn_3: 0.3775 (0.3693)  loss_vfl_dn_4: 0.3737 (0.3667)  loss_vfl_dn_5: 0.3730 (0.3659)  time: 0.4674  data: 0.0138  max mem: 5654
Epoch: [35]  [1400/7393]  eta: 0:48:18  lr: 0.000010  loss: 16.2887 (16.1673)  loss_bbox: 0.1562 (0.1562)  loss_bbox_aux_0: 0.1759 (0.1699)  loss_bbox_aux_1: 0.1606 (0.1612)  loss_bbox_aux_2: 0.1585 (0.1585)  loss_bbox_aux_3: 0.1582 (0.1564)  loss_bbox_aux_4: 0.1562 (0.1560)  loss_bbox_aux_5: 0.2240 (0.2076)  loss_bbox_dn_0: 0.2656 (0.2751)  loss_bbox_dn_1: 0.1940 (0.2072)  loss_bbox_dn_2: 0.1724 (0.1849)  loss_bbox_dn_3: 0.1670 (0.1782)  loss_bbox_dn_4: 0.1655 (0.1768)  loss_bbox_dn_5: 0.1655 (0.1768)  loss_giou: 0.4781 (0.4822)  loss_giou_aux_0: 0.5184 (0.5064)  loss_giou_aux_1: 0.4972 (0.4916)  loss_giou_aux_2: 0.4907 (0.4863)  loss_giou_aux_3: 0.4813 (0.4835)  loss_giou_aux_4: 0.4781 (0.4825)  loss_giou_aux_5: 0.5733 (0.5733)  loss_giou_dn_0: 0.5704 (0.5930)  loss_giou_dn_1: 0.4649 (0.4875)  loss_giou_dn_2: 0.4356 (0.4572)  loss_giou_dn_3: 0.4324 (0.4488)  loss_giou_dn_4: 0.4327 (0.4467)  loss_giou_dn_5: 0.4331 (0.4469)  loss_vfl: 0.6784 (0.6844)  loss_vfl_aux_0: 0.7793 (0.7924)  loss_vfl_aux_1: 0.7385 (0.7440)  loss_vfl_aux_2: 0.7128 (0.7123)  loss_vfl_aux_3: 0.6920 (0.6963)  loss_vfl_aux_4: 0.6708 (0.6877)  loss_vfl_aux_5: 0.7826 (0.7723)  loss_vfl_dn_0: 0.4612 (0.4568)  loss_vfl_dn_1: 0.3934 (0.3925)  loss_vfl_dn_2: 0.3781 (0.3766)  loss_vfl_dn_3: 0.3720 (0.3691)  loss_vfl_dn_4: 0.3719 (0.3665)  loss_vfl_dn_5: 0.3719 (0.3656)  time: 0.4946  data: 0.0140  max mem: 5654
Epoch: [35]  [1500/7393]  eta: 0:47:29  lr: 0.000010  loss: 16.9415 (16.1689)  loss_bbox: 0.1637 (0.1567)  loss_bbox_aux_0: 0.1772 (0.1704)  loss_bbox_aux_1: 0.1777 (0.1617)  loss_bbox_aux_2: 0.1728 (0.1589)  loss_bbox_aux_3: 0.1762 (0.1569)  loss_bbox_aux_4: 0.1770 (0.1565)  loss_bbox_aux_5: 0.2235 (0.2080)  loss_bbox_dn_0: 0.2847 (0.2756)  loss_bbox_dn_1: 0.2212 (0.2076)  loss_bbox_dn_2: 0.1984 (0.1853)  loss_bbox_dn_3: 0.1962 (0.1786)  loss_bbox_dn_4: 0.1954 (0.1772)  loss_bbox_dn_5: 0.1954 (0.1772)  loss_giou: 0.5127 (0.4816)  loss_giou_aux_0: 0.5324 (0.5059)  loss_giou_aux_1: 0.5152 (0.4909)  loss_giou_aux_2: 0.5130 (0.4857)  loss_giou_aux_3: 0.5137 (0.4828)  loss_giou_aux_4: 0.5156 (0.4819)  loss_giou_aux_5: 0.5992 (0.5725)  loss_giou_dn_0: 0.6305 (0.5926)  loss_giou_dn_1: 0.5188 (0.4871)  loss_giou_dn_2: 0.4779 (0.4568)  loss_giou_dn_3: 0.4723 (0.4483)  loss_giou_dn_4: 0.4704 (0.4463)  loss_giou_dn_5: 0.4704 (0.4464)  loss_vfl: 0.6643 (0.6847)  loss_vfl_aux_0: 0.7724 (0.7927)  loss_vfl_aux_1: 0.7328 (0.7445)  loss_vfl_aux_2: 0.6952 (0.7127)  loss_vfl_aux_3: 0.6873 (0.6968)  loss_vfl_aux_4: 0.6754 (0.6882)  loss_vfl_aux_5: 0.7540 (0.7725)  loss_vfl_dn_0: 0.4568 (0.4569)  loss_vfl_dn_1: 0.4015 (0.3926)  loss_vfl_dn_2: 0.3871 (0.3766)  loss_vfl_dn_3: 0.3817 (0.3691)  loss_vfl_dn_4: 0.3756 (0.3666)  loss_vfl_dn_5: 0.3735 (0.3657)  time: 0.4669  data: 0.0139  max mem: 5654
Epoch: [35]  [1600/7393]  eta: 0:46:38  lr: 0.000010  loss: 16.0434 (16.1716)  loss_bbox: 0.1593 (0.1566)  loss_bbox_aux_0: 0.1687 (0.1702)  loss_bbox_aux_1: 0.1536 (0.1615)  loss_bbox_aux_2: 0.1608 (0.1587)  loss_bbox_aux_3: 0.1624 (0.1568)  loss_bbox_aux_4: 0.1592 (0.1565)  loss_bbox_aux_5: 0.2051 (0.2079)  loss_bbox_dn_0: 0.2987 (0.2755)  loss_bbox_dn_1: 0.2180 (0.2074)  loss_bbox_dn_2: 0.1914 (0.1852)  loss_bbox_dn_3: 0.1849 (0.1785)  loss_bbox_dn_4: 0.1807 (0.1770)  loss_bbox_dn_5: 0.1806 (0.1770)  loss_giou: 0.4653 (0.4819)  loss_giou_aux_0: 0.4847 (0.5062)  loss_giou_aux_1: 0.4751 (0.4912)  loss_giou_aux_2: 0.4736 (0.4859)  loss_giou_aux_3: 0.4738 (0.4830)  loss_giou_aux_4: 0.4591 (0.4822)  loss_giou_aux_5: 0.5428 (0.5727)  loss_giou_dn_0: 0.5829 (0.5928)  loss_giou_dn_1: 0.4814 (0.4873)  loss_giou_dn_2: 0.4578 (0.4570)  loss_giou_dn_3: 0.4491 (0.4485)  loss_giou_dn_4: 0.4483 (0.4465)  loss_giou_dn_5: 0.4481 (0.4466)  loss_vfl: 0.6847 (0.6848)  loss_vfl_aux_0: 0.8129 (0.7927)  loss_vfl_aux_1: 0.7390 (0.7450)  loss_vfl_aux_2: 0.7153 (0.7131)  loss_vfl_aux_3: 0.6972 (0.6969)  loss_vfl_aux_4: 0.6833 (0.6881)  loss_vfl_aux_5: 0.8028 (0.7728)  loss_vfl_dn_0: 0.4665 (0.4570)  loss_vfl_dn_1: 0.3897 (0.3926)  loss_vfl_dn_2: 0.3719 (0.3767)  loss_vfl_dn_3: 0.3642 (0.3692)  loss_vfl_dn_4: 0.3605 (0.3666)  loss_vfl_dn_5: 0.3581 (0.3657)  time: 0.4838  data: 0.0137  max mem: 5654
Epoch: [35]  [1700/7393]  eta: 0:45:50  lr: 0.000010  loss: 15.3201 (16.1613)  loss_bbox: 0.1401 (0.1567)  loss_bbox_aux_0: 0.1506 (0.1703)  loss_bbox_aux_1: 0.1513 (0.1617)  loss_bbox_aux_2: 0.1439 (0.1588)  loss_bbox_aux_3: 0.1382 (0.1568)  loss_bbox_aux_4: 0.1364 (0.1566)  loss_bbox_aux_5: 0.2019 (0.2080)  loss_bbox_dn_0: 0.2614 (0.2758)  loss_bbox_dn_1: 0.1846 (0.2075)  loss_bbox_dn_2: 0.1611 (0.1853)  loss_bbox_dn_3: 0.1554 (0.1786)  loss_bbox_dn_4: 0.1548 (0.1771)  loss_bbox_dn_5: 0.1548 (0.1771)  loss_giou: 0.4106 (0.4808)  loss_giou_aux_0: 0.4398 (0.5052)  loss_giou_aux_1: 0.4171 (0.4903)  loss_giou_aux_2: 0.4117 (0.4849)  loss_giou_aux_3: 0.4085 (0.4820)  loss_giou_aux_4: 0.4110 (0.4812)  loss_giou_aux_5: 0.5084 (0.5718)  loss_giou_dn_0: 0.5507 (0.5922)  loss_giou_dn_1: 0.4431 (0.4866)  loss_giou_dn_2: 0.4134 (0.4563)  loss_giou_dn_3: 0.4064 (0.4477)  loss_giou_dn_4: 0.4041 (0.4457)  loss_giou_dn_5: 0.4046 (0.4458)  loss_vfl: 0.6930 (0.6849)  loss_vfl_aux_0: 0.7891 (0.7930)  loss_vfl_aux_1: 0.7495 (0.7453)  loss_vfl_aux_2: 0.7171 (0.7130)  loss_vfl_aux_3: 0.7076 (0.6970)  loss_vfl_aux_4: 0.6948 (0.6881)  loss_vfl_aux_5: 0.7794 (0.7726)  loss_vfl_dn_0: 0.4493 (0.4569)  loss_vfl_dn_1: 0.3891 (0.3925)  loss_vfl_dn_2: 0.3744 (0.3764)  loss_vfl_dn_3: 0.3694 (0.3689)  loss_vfl_dn_4: 0.3633 (0.3663)  loss_vfl_dn_5: 0.3622 (0.3655)  time: 0.4751  data: 0.0138  max mem: 5654
Epoch: [35]  [1800/7393]  eta: 0:45:02  lr: 0.000010  loss: 15.8411 (16.1632)  loss_bbox: 0.1385 (0.1568)  loss_bbox_aux_0: 0.1475 (0.1702)  loss_bbox_aux_1: 0.1434 (0.1616)  loss_bbox_aux_2: 0.1396 (0.1589)  loss_bbox_aux_3: 0.1356 (0.1569)  loss_bbox_aux_4: 0.1370 (0.1567)  loss_bbox_aux_5: 0.1847 (0.2080)  loss_bbox_dn_0: 0.2465 (0.2759)  loss_bbox_dn_1: 0.1820 (0.2076)  loss_bbox_dn_2: 0.1619 (0.1853)  loss_bbox_dn_3: 0.1555 (0.1786)  loss_bbox_dn_4: 0.1546 (0.1772)  loss_bbox_dn_5: 0.1546 (0.1772)  loss_giou: 0.4641 (0.4812)  loss_giou_aux_0: 0.4838 (0.5055)  loss_giou_aux_1: 0.4764 (0.4905)  loss_giou_aux_2: 0.4666 (0.4853)  loss_giou_aux_3: 0.4655 (0.4823)  loss_giou_aux_4: 0.4665 (0.4814)  loss_giou_aux_5: 0.5509 (0.5722)  loss_giou_dn_0: 0.5980 (0.5924)  loss_giou_dn_1: 0.4946 (0.4868)  loss_giou_dn_2: 0.4628 (0.4565)  loss_giou_dn_3: 0.4593 (0.4480)  loss_giou_dn_4: 0.4582 (0.4459)  loss_giou_dn_5: 0.4585 (0.4461)  loss_vfl: 0.6722 (0.6845)  loss_vfl_aux_0: 0.7743 (0.7927)  loss_vfl_aux_1: 0.7300 (0.7452)  loss_vfl_aux_2: 0.6900 (0.7124)  loss_vfl_aux_3: 0.6783 (0.6965)  loss_vfl_aux_4: 0.6722 (0.6878)  loss_vfl_aux_5: 0.7615 (0.7725)  loss_vfl_dn_0: 0.4530 (0.4569)  loss_vfl_dn_1: 0.3933 (0.3924)  loss_vfl_dn_2: 0.3794 (0.3765)  loss_vfl_dn_3: 0.3704 (0.3690)  loss_vfl_dn_4: 0.3682 (0.3664)  loss_vfl_dn_5: 0.3682 (0.3655)  time: 0.4773  data: 0.0139  max mem: 5654
Epoch: [35]  [1900/7393]  eta: 0:44:12  lr: 0.000010  loss: 15.9671 (16.1696)  loss_bbox: 0.1647 (0.1568)  loss_bbox_aux_0: 0.1754 (0.1701)  loss_bbox_aux_1: 0.1672 (0.1615)  loss_bbox_aux_2: 0.1699 (0.1589)  loss_bbox_aux_3: 0.1586 (0.1569)  loss_bbox_aux_4: 0.1556 (0.1566)  loss_bbox_aux_5: 0.2124 (0.2078)  loss_bbox_dn_0: 0.2904 (0.2758)  loss_bbox_dn_1: 0.2190 (0.2075)  loss_bbox_dn_2: 0.1897 (0.1852)  loss_bbox_dn_3: 0.1809 (0.1785)  loss_bbox_dn_4: 0.1802 (0.1770)  loss_bbox_dn_5: 0.1803 (0.1771)  loss_giou: 0.4775 (0.4819)  loss_giou_aux_0: 0.5077 (0.5062)  loss_giou_aux_1: 0.4783 (0.4913)  loss_giou_aux_2: 0.4760 (0.4861)  loss_giou_aux_3: 0.4664 (0.4831)  loss_giou_aux_4: 0.4695 (0.4822)  loss_giou_aux_5: 0.5486 (0.5728)  loss_giou_dn_0: 0.5825 (0.5923)  loss_giou_dn_1: 0.4826 (0.4867)  loss_giou_dn_2: 0.4452 (0.4565)  loss_giou_dn_3: 0.4363 (0.4480)  loss_giou_dn_4: 0.4345 (0.4460)  loss_giou_dn_5: 0.4348 (0.4461)  loss_vfl: 0.6670 (0.6848)  loss_vfl_aux_0: 0.7857 (0.7929)  loss_vfl_aux_1: 0.7291 (0.7454)  loss_vfl_aux_2: 0.7036 (0.7125)  loss_vfl_aux_3: 0.6992 (0.6967)  loss_vfl_aux_4: 0.6786 (0.6882)  loss_vfl_aux_5: 0.7515 (0.7732)  loss_vfl_dn_0: 0.4495 (0.4570)  loss_vfl_dn_1: 0.3858 (0.3925)  loss_vfl_dn_2: 0.3690 (0.3765)  loss_vfl_dn_3: 0.3623 (0.3690)  loss_vfl_dn_4: 0.3562 (0.3664)  loss_vfl_dn_5: 0.3584 (0.3656)  time: 0.4683  data: 0.0141  max mem: 5654
Epoch: [35]  [2000/7393]  eta: 0:43:22  lr: 0.000010  loss: 16.8098 (16.1713)  loss_bbox: 0.1665 (0.1568)  loss_bbox_aux_0: 0.1789 (0.1700)  loss_bbox_aux_1: 0.1685 (0.1614)  loss_bbox_aux_2: 0.1681 (0.1588)  loss_bbox_aux_3: 0.1735 (0.1569)  loss_bbox_aux_4: 0.1668 (0.1566)  loss_bbox_aux_5: 0.2044 (0.2078)  loss_bbox_dn_0: 0.2887 (0.2760)  loss_bbox_dn_1: 0.2250 (0.2076)  loss_bbox_dn_2: 0.1932 (0.1853)  loss_bbox_dn_3: 0.1871 (0.1786)  loss_bbox_dn_4: 0.1863 (0.1771)  loss_bbox_dn_5: 0.1863 (0.1771)  loss_giou: 0.5523 (0.4820)  loss_giou_aux_0: 0.5849 (0.5063)  loss_giou_aux_1: 0.5590 (0.4912)  loss_giou_aux_2: 0.5654 (0.4861)  loss_giou_aux_3: 0.5642 (0.4832)  loss_giou_aux_4: 0.5462 (0.4822)  loss_giou_aux_5: 0.6230 (0.5728)  loss_giou_dn_0: 0.6195 (0.5921)  loss_giou_dn_1: 0.5134 (0.4866)  loss_giou_dn_2: 0.4888 (0.4564)  loss_giou_dn_3: 0.4774 (0.4479)  loss_giou_dn_4: 0.4772 (0.4459)  loss_giou_dn_5: 0.4782 (0.4460)  loss_vfl: 0.6798 (0.6849)  loss_vfl_aux_0: 0.7884 (0.7933)  loss_vfl_aux_1: 0.7373 (0.7456)  loss_vfl_aux_2: 0.7161 (0.7128)  loss_vfl_aux_3: 0.6847 (0.6967)  loss_vfl_aux_4: 0.6841 (0.6884)  loss_vfl_aux_5: 0.7385 (0.7736)  loss_vfl_dn_0: 0.4600 (0.4571)  loss_vfl_dn_1: 0.3983 (0.3925)  loss_vfl_dn_2: 0.3841 (0.3766)  loss_vfl_dn_3: 0.3740 (0.3690)  loss_vfl_dn_4: 0.3717 (0.3664)  loss_vfl_dn_5: 0.3704 (0.3656)  time: 0.4705  data: 0.0139  max mem: 5654
Epoch: [35]  [2100/7393]  eta: 0:42:31  lr: 0.000010  loss: 16.5001 (16.1766)  loss_bbox: 0.1461 (0.1568)  loss_bbox_aux_0: 0.1550 (0.1702)  loss_bbox_aux_1: 0.1531 (0.1615)  loss_bbox_aux_2: 0.1457 (0.1590)  loss_bbox_aux_3: 0.1438 (0.1571)  loss_bbox_aux_4: 0.1447 (0.1567)  loss_bbox_aux_5: 0.1799 (0.2078)  loss_bbox_dn_0: 0.2306 (0.2762)  loss_bbox_dn_1: 0.1830 (0.2078)  loss_bbox_dn_2: 0.1630 (0.1855)  loss_bbox_dn_3: 0.1543 (0.1788)  loss_bbox_dn_4: 0.1538 (0.1773)  loss_bbox_dn_5: 0.1540 (0.1773)  loss_giou: 0.5629 (0.4824)  loss_giou_aux_0: 0.5906 (0.5069)  loss_giou_aux_1: 0.5626 (0.4917)  loss_giou_aux_2: 0.5615 (0.4866)  loss_giou_aux_3: 0.5665 (0.4836)  loss_giou_aux_4: 0.5611 (0.4826)  loss_giou_aux_5: 0.6558 (0.5732)  loss_giou_dn_0: 0.6289 (0.5923)  loss_giou_dn_1: 0.5293 (0.4868)  loss_giou_dn_2: 0.4973 (0.4566)  loss_giou_dn_3: 0.4877 (0.4482)  loss_giou_dn_4: 0.4876 (0.4461)  loss_giou_dn_5: 0.4876 (0.4463)  loss_vfl: 0.6681 (0.6850)  loss_vfl_aux_0: 0.7471 (0.7927)  loss_vfl_aux_1: 0.7203 (0.7457)  loss_vfl_aux_2: 0.6806 (0.7125)  loss_vfl_aux_3: 0.6805 (0.6967)  loss_vfl_aux_4: 0.6684 (0.6885)  loss_vfl_aux_5: 0.7060 (0.7733)  loss_vfl_dn_0: 0.4574 (0.4569)  loss_vfl_dn_1: 0.4008 (0.3925)  loss_vfl_dn_2: 0.3863 (0.3766)  loss_vfl_dn_3: 0.3789 (0.3690)  loss_vfl_dn_4: 0.3775 (0.3664)  loss_vfl_dn_5: 0.3770 (0.3656)  time: 0.4780  data: 0.0149  max mem: 5654
Epoch: [35]  [2200/7393]  eta: 0:41:58  lr: 0.000010  loss: 15.6828 (16.1784)  loss_bbox: 0.1430 (0.1570)  loss_bbox_aux_0: 0.1634 (0.1702)  loss_bbox_aux_1: 0.1564 (0.1615)  loss_bbox_aux_2: 0.1548 (0.1591)  loss_bbox_aux_3: 0.1530 (0.1572)  loss_bbox_aux_4: 0.1430 (0.1568)  loss_bbox_aux_5: 0.1927 (0.2079)  loss_bbox_dn_0: 0.2811 (0.2764)  loss_bbox_dn_1: 0.2062 (0.2080)  loss_bbox_dn_2: 0.1812 (0.1858)  loss_bbox_dn_3: 0.1725 (0.1790)  loss_bbox_dn_4: 0.1721 (0.1775)  loss_bbox_dn_5: 0.1721 (0.1776)  loss_giou: 0.4554 (0.4819)  loss_giou_aux_0: 0.4747 (0.5065)  loss_giou_aux_1: 0.4489 (0.4912)  loss_giou_aux_2: 0.4464 (0.4862)  loss_giou_aux_3: 0.4490 (0.4831)  loss_giou_aux_4: 0.4522 (0.4821)  loss_giou_aux_5: 0.5484 (0.5729)  loss_giou_dn_0: 0.5774 (0.5922)  loss_giou_dn_1: 0.4691 (0.4867)  loss_giou_dn_2: 0.4393 (0.4566)  loss_giou_dn_3: 0.4268 (0.4481)  loss_giou_dn_4: 0.4249 (0.4461)  loss_giou_dn_5: 0.4251 (0.4463)  loss_vfl: 0.6930 (0.6853)  loss_vfl_aux_0: 0.8222 (0.7930)  loss_vfl_aux_1: 0.7567 (0.7461)  loss_vfl_aux_2: 0.7234 (0.7129)  loss_vfl_aux_3: 0.7063 (0.6971)  loss_vfl_aux_4: 0.6944 (0.6888)  loss_vfl_aux_5: 0.7908 (0.7736)  loss_vfl_dn_0: 0.4570 (0.4571)  loss_vfl_dn_1: 0.3948 (0.3926)  loss_vfl_dn_2: 0.3793 (0.3767)  loss_vfl_dn_3: 0.3705 (0.3691)  loss_vfl_dn_4: 0.3731 (0.3665)  loss_vfl_dn_5: 0.3714 (0.3657)  time: 0.8384  data: 0.0140  max mem: 5654
Epoch: [35]  [2300/7393]  eta: 0:41:23  lr: 0.000010  loss: 16.5360 (16.1841)  loss_bbox: 0.1438 (0.1571)  loss_bbox_aux_0: 0.1577 (0.1703)  loss_bbox_aux_1: 0.1474 (0.1617)  loss_bbox_aux_2: 0.1494 (0.1593)  loss_bbox_aux_3: 0.1396 (0.1573)  loss_bbox_aux_4: 0.1408 (0.1569)  loss_bbox_aux_5: 0.1943 (0.2079)  loss_bbox_dn_0: 0.2708 (0.2769)  loss_bbox_dn_1: 0.1974 (0.2085)  loss_bbox_dn_2: 0.1827 (0.1862)  loss_bbox_dn_3: 0.1779 (0.1794)  loss_bbox_dn_4: 0.1765 (0.1779)  loss_bbox_dn_5: 0.1763 (0.1780)  loss_giou: 0.4807 (0.4817)  loss_giou_aux_0: 0.5100 (0.5061)  loss_giou_aux_1: 0.4891 (0.4910)  loss_giou_aux_2: 0.4852 (0.4860)  loss_giou_aux_3: 0.4779 (0.4828)  loss_giou_aux_4: 0.4809 (0.4819)  loss_giou_aux_5: 0.5653 (0.5726)  loss_giou_dn_0: 0.5777 (0.5923)  loss_giou_dn_1: 0.4760 (0.4868)  loss_giou_dn_2: 0.4398 (0.4566)  loss_giou_dn_3: 0.4325 (0.4482)  loss_giou_dn_4: 0.4296 (0.4461)  loss_giou_dn_5: 0.4296 (0.4463)  loss_vfl: 0.7066 (0.6859)  loss_vfl_aux_0: 0.8149 (0.7937)  loss_vfl_aux_1: 0.7488 (0.7465)  loss_vfl_aux_2: 0.7240 (0.7135)  loss_vfl_aux_3: 0.7168 (0.6976)  loss_vfl_aux_4: 0.7066 (0.6894)  loss_vfl_aux_5: 0.7517 (0.7743)  loss_vfl_dn_0: 0.4581 (0.4571)  loss_vfl_dn_1: 0.3986 (0.3926)  loss_vfl_dn_2: 0.3820 (0.3767)  loss_vfl_dn_3: 0.3727 (0.3691)  loss_vfl_dn_4: 0.3722 (0.3665)  loss_vfl_dn_5: 0.3717 (0.3657)  time: 0.4762  data: 0.0142  max mem: 5654
Epoch: [35]  [2400/7393]  eta: 0:40:32  lr: 0.000010  loss: 16.3785 (16.1839)  loss_bbox: 0.1634 (0.1570)  loss_bbox_aux_0: 0.1768 (0.1702)  loss_bbox_aux_1: 0.1667 (0.1616)  loss_bbox_aux_2: 0.1664 (0.1592)  loss_bbox_aux_3: 0.1640 (0.1572)  loss_bbox_aux_4: 0.1625 (0.1568)  loss_bbox_aux_5: 0.2009 (0.2078)  loss_bbox_dn_0: 0.2425 (0.2768)  loss_bbox_dn_1: 0.1846 (0.2083)  loss_bbox_dn_2: 0.1720 (0.1860)  loss_bbox_dn_3: 0.1651 (0.1792)  loss_bbox_dn_4: 0.1653 (0.1778)  loss_bbox_dn_5: 0.1652 (0.1778)  loss_giou: 0.5532 (0.4819)  loss_giou_aux_0: 0.5667 (0.5063)  loss_giou_aux_1: 0.5459 (0.4912)  loss_giou_aux_2: 0.5489 (0.4862)  loss_giou_aux_3: 0.5533 (0.4831)  loss_giou_aux_4: 0.5483 (0.4821)  loss_giou_aux_5: 0.6121 (0.5728)  loss_giou_dn_0: 0.6238 (0.5924)  loss_giou_dn_1: 0.5082 (0.4868)  loss_giou_dn_2: 0.4928 (0.4566)  loss_giou_dn_3: 0.4849 (0.4481)  loss_giou_dn_4: 0.4840 (0.4461)  loss_giou_dn_5: 0.4841 (0.4463)  loss_vfl: 0.6500 (0.6858)  loss_vfl_aux_0: 0.7516 (0.7936)  loss_vfl_aux_1: 0.7224 (0.7463)  loss_vfl_aux_2: 0.6839 (0.7132)  loss_vfl_aux_3: 0.6586 (0.6974)  loss_vfl_aux_4: 0.6619 (0.6892)  loss_vfl_aux_5: 0.7690 (0.7747)  loss_vfl_dn_0: 0.4583 (0.4571)  loss_vfl_dn_1: 0.3943 (0.3926)  loss_vfl_dn_2: 0.3816 (0.3767)  loss_vfl_dn_3: 0.3724 (0.3691)  loss_vfl_dn_4: 0.3686 (0.3665)  loss_vfl_dn_5: 0.3676 (0.3657)  time: 0.4659  data: 0.0142  max mem: 5654
Epoch: [35]  [2500/7393]  eta: 0:39:41  lr: 0.000010  loss: 16.4678 (16.1855)  loss_bbox: 0.1731 (0.1571)  loss_bbox_aux_0: 0.1973 (0.1704)  loss_bbox_aux_1: 0.1758 (0.1617)  loss_bbox_aux_2: 0.1630 (0.1593)  loss_bbox_aux_3: 0.1656 (0.1573)  loss_bbox_aux_4: 0.1693 (0.1570)  loss_bbox_aux_5: 0.2484 (0.2079)  loss_bbox_dn_0: 0.3238 (0.2769)  loss_bbox_dn_1: 0.2449 (0.2084)  loss_bbox_dn_2: 0.2201 (0.1862)  loss_bbox_dn_3: 0.2045 (0.1794)  loss_bbox_dn_4: 0.2042 (0.1779)  loss_bbox_dn_5: 0.2042 (0.1779)  loss_giou: 0.4706 (0.4819)  loss_giou_aux_0: 0.5106 (0.5064)  loss_giou_aux_1: 0.4991 (0.4912)  loss_giou_aux_2: 0.4754 (0.4862)  loss_giou_aux_3: 0.4762 (0.4831)  loss_giou_aux_4: 0.4734 (0.4821)  loss_giou_aux_5: 0.5867 (0.5728)  loss_giou_dn_0: 0.5918 (0.5923)  loss_giou_dn_1: 0.4836 (0.4868)  loss_giou_dn_2: 0.4562 (0.4566)  loss_giou_dn_3: 0.4483 (0.4481)  loss_giou_dn_4: 0.4465 (0.4461)  loss_giou_dn_5: 0.4469 (0.4462)  loss_vfl: 0.7084 (0.6858)  loss_vfl_aux_0: 0.8046 (0.7936)  loss_vfl_aux_1: 0.7554 (0.7464)  loss_vfl_aux_2: 0.7326 (0.7132)  loss_vfl_aux_3: 0.6979 (0.6974)  loss_vfl_aux_4: 0.6977 (0.6891)  loss_vfl_aux_5: 0.7895 (0.7746)  loss_vfl_dn_0: 0.4570 (0.4572)  loss_vfl_dn_1: 0.3930 (0.3927)  loss_vfl_dn_2: 0.3742 (0.3767)  loss_vfl_dn_3: 0.3663 (0.3692)  loss_vfl_dn_4: 0.3651 (0.3666)  loss_vfl_dn_5: 0.3635 (0.3657)  time: 0.4788  data: 0.0144  max mem: 5654
Epoch: [35]  [2600/7393]  eta: 0:38:50  lr: 0.000010  loss: 16.2852 (16.1803)  loss_bbox: 0.1666 (0.1570)  loss_bbox_aux_0: 0.1633 (0.1702)  loss_bbox_aux_1: 0.1645 (0.1616)  loss_bbox_aux_2: 0.1653 (0.1593)  loss_bbox_aux_3: 0.1669 (0.1573)  loss_bbox_aux_4: 0.1678 (0.1569)  loss_bbox_aux_5: 0.2145 (0.2078)  loss_bbox_dn_0: 0.2774 (0.2768)  loss_bbox_dn_1: 0.1959 (0.2083)  loss_bbox_dn_2: 0.1863 (0.1861)  loss_bbox_dn_3: 0.1829 (0.1793)  loss_bbox_dn_4: 0.1834 (0.1779)  loss_bbox_dn_5: 0.1836 (0.1779)  loss_giou: 0.4778 (0.4816)  loss_giou_aux_0: 0.4871 (0.5059)  loss_giou_aux_1: 0.4806 (0.4908)  loss_giou_aux_2: 0.4847 (0.4860)  loss_giou_aux_3: 0.4800 (0.4828)  loss_giou_aux_4: 0.4747 (0.4818)  loss_giou_aux_5: 0.5544 (0.5726)  loss_giou_dn_0: 0.5994 (0.5923)  loss_giou_dn_1: 0.4955 (0.4866)  loss_giou_dn_2: 0.4645 (0.4564)  loss_giou_dn_3: 0.4548 (0.4479)  loss_giou_dn_4: 0.4516 (0.4459)  loss_giou_dn_5: 0.4517 (0.4461)  loss_vfl: 0.6809 (0.6856)  loss_vfl_aux_0: 0.7893 (0.7936)  loss_vfl_aux_1: 0.7322 (0.7463)  loss_vfl_aux_2: 0.7020 (0.7129)  loss_vfl_aux_3: 0.6761 (0.6972)  loss_vfl_aux_4: 0.6821 (0.6890)  loss_vfl_aux_5: 0.7766 (0.7745)  loss_vfl_dn_0: 0.4542 (0.4571)  loss_vfl_dn_1: 0.3874 (0.3927)  loss_vfl_dn_2: 0.3754 (0.3768)  loss_vfl_dn_3: 0.3637 (0.3692)  loss_vfl_dn_4: 0.3616 (0.3666)  loss_vfl_dn_5: 0.3606 (0.3657)  time: 0.4761  data: 0.0138  max mem: 5654
Epoch: [35]  [2700/7393]  eta: 0:38:01  lr: 0.000010  loss: 15.7698 (16.1876)  loss_bbox: 0.1687 (0.1571)  loss_bbox_aux_0: 0.1806 (0.1703)  loss_bbox_aux_1: 0.1720 (0.1616)  loss_bbox_aux_2: 0.1692 (0.1594)  loss_bbox_aux_3: 0.1743 (0.1574)  loss_bbox_aux_4: 0.1671 (0.1571)  loss_bbox_aux_5: 0.2181 (0.2080)  loss_bbox_dn_0: 0.2952 (0.2771)  loss_bbox_dn_1: 0.2151 (0.2085)  loss_bbox_dn_2: 0.1933 (0.1864)  loss_bbox_dn_3: 0.1913 (0.1795)  loss_bbox_dn_4: 0.1896 (0.1781)  loss_bbox_dn_5: 0.1895 (0.1781)  loss_giou: 0.4135 (0.4820)  loss_giou_aux_0: 0.4613 (0.5063)  loss_giou_aux_1: 0.4233 (0.4913)  loss_giou_aux_2: 0.4323 (0.4865)  loss_giou_aux_3: 0.4213 (0.4833)  loss_giou_aux_4: 0.4157 (0.4823)  loss_giou_aux_5: 0.5373 (0.5730)  loss_giou_dn_0: 0.5656 (0.5927)  loss_giou_dn_1: 0.4476 (0.4871)  loss_giou_dn_2: 0.4135 (0.4569)  loss_giou_dn_3: 0.4088 (0.4484)  loss_giou_dn_4: 0.4059 (0.4464)  loss_giou_dn_5: 0.4059 (0.4465)  loss_vfl: 0.6568 (0.6855)  loss_vfl_aux_0: 0.7749 (0.7936)  loss_vfl_aux_1: 0.7137 (0.7463)  loss_vfl_aux_2: 0.6904 (0.7129)  loss_vfl_aux_3: 0.6756 (0.6970)  loss_vfl_aux_4: 0.6691 (0.6888)  loss_vfl_aux_5: 0.7551 (0.7742)  loss_vfl_dn_0: 0.4523 (0.4571)  loss_vfl_dn_1: 0.3872 (0.3927)  loss_vfl_dn_2: 0.3722 (0.3768)  loss_vfl_dn_3: 0.3632 (0.3692)  loss_vfl_dn_4: 0.3608 (0.3666)  loss_vfl_dn_5: 0.3605 (0.3657)  time: 0.4879  data: 0.0139  max mem: 5654
Epoch: [35]  [2800/7393]  eta: 0:37:11  lr: 0.000010  loss: 15.9903 (16.1834)  loss_bbox: 0.1563 (0.1571)  loss_bbox_aux_0: 0.1657 (0.1703)  loss_bbox_aux_1: 0.1631 (0.1617)  loss_bbox_aux_2: 0.1606 (0.1594)  loss_bbox_aux_3: 0.1587 (0.1574)  loss_bbox_aux_4: 0.1550 (0.1571)  loss_bbox_aux_5: 0.1977 (0.2082)  loss_bbox_dn_0: 0.2576 (0.2773)  loss_bbox_dn_1: 0.2004 (0.2086)  loss_bbox_dn_2: 0.1844 (0.1864)  loss_bbox_dn_3: 0.1802 (0.1796)  loss_bbox_dn_4: 0.1809 (0.1782)  loss_bbox_dn_5: 0.1808 (0.1782)  loss_giou: 0.4703 (0.4818)  loss_giou_aux_0: 0.4800 (0.5061)  loss_giou_aux_1: 0.4827 (0.4910)  loss_giou_aux_2: 0.4711 (0.4861)  loss_giou_aux_3: 0.4726 (0.4830)  loss_giou_aux_4: 0.4701 (0.4820)  loss_giou_aux_5: 0.5387 (0.5727)  loss_giou_dn_0: 0.5698 (0.5924)  loss_giou_dn_1: 0.4616 (0.4868)  loss_giou_dn_2: 0.4322 (0.4566)  loss_giou_dn_3: 0.4241 (0.4481)  loss_giou_dn_4: 0.4214 (0.4460)  loss_giou_dn_5: 0.4217 (0.4462)  loss_vfl: 0.6726 (0.6853)  loss_vfl_aux_0: 0.7809 (0.7934)  loss_vfl_aux_1: 0.7333 (0.7460)  loss_vfl_aux_2: 0.7051 (0.7128)  loss_vfl_aux_3: 0.6890 (0.6968)  loss_vfl_aux_4: 0.6809 (0.6887)  loss_vfl_aux_5: 0.7722 (0.7741)  loss_vfl_dn_0: 0.4621 (0.4571)  loss_vfl_dn_1: 0.3937 (0.3927)  loss_vfl_dn_2: 0.3707 (0.3768)  loss_vfl_dn_3: 0.3657 (0.3692)  loss_vfl_dn_4: 0.3633 (0.3665)  loss_vfl_dn_5: 0.3622 (0.3657)  time: 0.4777  data: 0.0144  max mem: 5654
Epoch: [35]  [2900/7393]  eta: 0:36:21  lr: 0.000010  loss: 16.1946 (16.1819)  loss_bbox: 0.1490 (0.1571)  loss_bbox_aux_0: 0.1546 (0.1702)  loss_bbox_aux_1: 0.1487 (0.1616)  loss_bbox_aux_2: 0.1442 (0.1594)  loss_bbox_aux_3: 0.1454 (0.1574)  loss_bbox_aux_4: 0.1477 (0.1570)  loss_bbox_aux_5: 0.1914 (0.2081)  loss_bbox_dn_0: 0.2371 (0.2770)  loss_bbox_dn_1: 0.1756 (0.2084)  loss_bbox_dn_2: 0.1604 (0.1862)  loss_bbox_dn_3: 0.1565 (0.1794)  loss_bbox_dn_4: 0.1545 (0.1780)  loss_bbox_dn_5: 0.1548 (0.1780)  loss_giou: 0.4563 (0.4816)  loss_giou_aux_0: 0.4933 (0.5059)  loss_giou_aux_1: 0.4836 (0.4909)  loss_giou_aux_2: 0.4606 (0.4860)  loss_giou_aux_3: 0.4619 (0.4829)  loss_giou_aux_4: 0.4552 (0.4818)  loss_giou_aux_5: 0.5577 (0.5726)  loss_giou_dn_0: 0.5803 (0.5923)  loss_giou_dn_1: 0.4798 (0.4866)  loss_giou_dn_2: 0.4458 (0.4564)  loss_giou_dn_3: 0.4396 (0.4479)  loss_giou_dn_4: 0.4337 (0.4459)  loss_giou_dn_5: 0.4337 (0.4460)  loss_vfl: 0.6960 (0.6858)  loss_vfl_aux_0: 0.8105 (0.7937)  loss_vfl_aux_1: 0.7689 (0.7462)  loss_vfl_aux_2: 0.7264 (0.7132)  loss_vfl_aux_3: 0.7127 (0.6971)  loss_vfl_aux_4: 0.7049 (0.6892)  loss_vfl_aux_5: 0.7964 (0.7742)  loss_vfl_dn_0: 0.4573 (0.4571)  loss_vfl_dn_1: 0.3953 (0.3927)  loss_vfl_dn_2: 0.3782 (0.3768)  loss_vfl_dn_3: 0.3684 (0.3692)  loss_vfl_dn_4: 0.3670 (0.3666)  loss_vfl_dn_5: 0.3664 (0.3657)  time: 0.4800  data: 0.0143  max mem: 5654
Epoch: [35]  [3000/7393]  eta: 0:35:30  lr: 0.000010  loss: 15.9689 (16.1897)  loss_bbox: 0.1461 (0.1572)  loss_bbox_aux_0: 0.1575 (0.1705)  loss_bbox_aux_1: 0.1509 (0.1619)  loss_bbox_aux_2: 0.1455 (0.1596)  loss_bbox_aux_3: 0.1454 (0.1575)  loss_bbox_aux_4: 0.1450 (0.1572)  loss_bbox_aux_5: 0.1906 (0.2084)  loss_bbox_dn_0: 0.2560 (0.2776)  loss_bbox_dn_1: 0.1812 (0.2089)  loss_bbox_dn_2: 0.1601 (0.1867)  loss_bbox_dn_3: 0.1593 (0.1799)  loss_bbox_dn_4: 0.1596 (0.1785)  loss_bbox_dn_5: 0.1595 (0.1785)  loss_giou: 0.4670 (0.4818)  loss_giou_aux_0: 0.4978 (0.5061)  loss_giou_aux_1: 0.4841 (0.4911)  loss_giou_aux_2: 0.4754 (0.4862)  loss_giou_aux_3: 0.4669 (0.4831)  loss_giou_aux_4: 0.4671 (0.4820)  loss_giou_aux_5: 0.5641 (0.5728)  loss_giou_dn_0: 0.6020 (0.5927)  loss_giou_dn_1: 0.4881 (0.4870)  loss_giou_dn_2: 0.4455 (0.4568)  loss_giou_dn_3: 0.4331 (0.4483)  loss_giou_dn_4: 0.4285 (0.4462)  loss_giou_dn_5: 0.4282 (0.4464)  loss_vfl: 0.6780 (0.6857)  loss_vfl_aux_0: 0.7877 (0.7935)  loss_vfl_aux_1: 0.7243 (0.7460)  loss_vfl_aux_2: 0.6990 (0.7132)  loss_vfl_aux_3: 0.6857 (0.6971)  loss_vfl_aux_4: 0.6691 (0.6892)  loss_vfl_aux_5: 0.7667 (0.7741)  loss_vfl_dn_0: 0.4545 (0.4571)  loss_vfl_dn_1: 0.3926 (0.3927)  loss_vfl_dn_2: 0.3739 (0.3768)  loss_vfl_dn_3: 0.3661 (0.3692)  loss_vfl_dn_4: 0.3633 (0.3666)  loss_vfl_dn_5: 0.3605 (0.3657)  time: 0.4849  data: 0.0139  max mem: 5654
Epoch: [35]  [3100/7393]  eta: 0:34:41  lr: 0.000010  loss: 16.1238 (16.1921)  loss_bbox: 0.1324 (0.1571)  loss_bbox_aux_0: 0.1480 (0.1705)  loss_bbox_aux_1: 0.1352 (0.1617)  loss_bbox_aux_2: 0.1393 (0.1594)  loss_bbox_aux_3: 0.1398 (0.1574)  loss_bbox_aux_4: 0.1325 (0.1571)  loss_bbox_aux_5: 0.1732 (0.2083)  loss_bbox_dn_0: 0.2120 (0.2773)  loss_bbox_dn_1: 0.1537 (0.2086)  loss_bbox_dn_2: 0.1372 (0.1865)  loss_bbox_dn_3: 0.1360 (0.1796)  loss_bbox_dn_4: 0.1370 (0.1782)  loss_bbox_dn_5: 0.1370 (0.1782)  loss_giou: 0.5060 (0.4820)  loss_giou_aux_0: 0.5356 (0.5063)  loss_giou_aux_1: 0.5105 (0.4913)  loss_giou_aux_2: 0.5130 (0.4864)  loss_giou_aux_3: 0.5058 (0.4832)  loss_giou_aux_4: 0.5024 (0.4822)  loss_giou_aux_5: 0.5882 (0.5729)  loss_giou_dn_0: 0.6073 (0.5929)  loss_giou_dn_1: 0.5164 (0.4872)  loss_giou_dn_2: 0.4829 (0.4570)  loss_giou_dn_3: 0.4790 (0.4485)  loss_giou_dn_4: 0.4760 (0.4464)  loss_giou_dn_5: 0.4758 (0.4466)  loss_vfl: 0.6935 (0.6861)  loss_vfl_aux_0: 0.7861 (0.7937)  loss_vfl_aux_1: 0.7643 (0.7463)  loss_vfl_aux_2: 0.7310 (0.7136)  loss_vfl_aux_3: 0.7070 (0.6974)  loss_vfl_aux_4: 0.6883 (0.6895)  loss_vfl_aux_5: 0.7746 (0.7744)  loss_vfl_dn_0: 0.4517 (0.4571)  loss_vfl_dn_1: 0.3936 (0.3928)  loss_vfl_dn_2: 0.3812 (0.3769)  loss_vfl_dn_3: 0.3719 (0.3693)  loss_vfl_dn_4: 0.3718 (0.3667)  loss_vfl_dn_5: 0.3711 (0.3658)  time: 0.4637  data: 0.0137  max mem: 5654
Epoch: [35]  [3200/7393]  eta: 0:33:50  lr: 0.000010  loss: 16.7029 (16.1936)  loss_bbox: 0.1465 (0.1572)  loss_bbox_aux_0: 0.1561 (0.1704)  loss_bbox_aux_1: 0.1483 (0.1617)  loss_bbox_aux_2: 0.1534 (0.1594)  loss_bbox_aux_3: 0.1491 (0.1575)  loss_bbox_aux_4: 0.1447 (0.1571)  loss_bbox_aux_5: 0.1945 (0.2084)  loss_bbox_dn_0: 0.2642 (0.2773)  loss_bbox_dn_1: 0.1896 (0.2086)  loss_bbox_dn_2: 0.1713 (0.1864)  loss_bbox_dn_3: 0.1593 (0.1796)  loss_bbox_dn_4: 0.1585 (0.1781)  loss_bbox_dn_5: 0.1579 (0.1781)  loss_giou: 0.5245 (0.4824)  loss_giou_aux_0: 0.5222 (0.5067)  loss_giou_aux_1: 0.5121 (0.4918)  loss_giou_aux_2: 0.5224 (0.4867)  loss_giou_aux_3: 0.5270 (0.4837)  loss_giou_aux_4: 0.5231 (0.4826)  loss_giou_aux_5: 0.6075 (0.5732)  loss_giou_dn_0: 0.6155 (0.5931)  loss_giou_dn_1: 0.5120 (0.4874)  loss_giou_dn_2: 0.4731 (0.4572)  loss_giou_dn_3: 0.4669 (0.4487)  loss_giou_dn_4: 0.4640 (0.4466)  loss_giou_dn_5: 0.4640 (0.4468)  loss_vfl: 0.6801 (0.6858)  loss_vfl_aux_0: 0.7607 (0.7933)  loss_vfl_aux_1: 0.7335 (0.7458)  loss_vfl_aux_2: 0.6982 (0.7134)  loss_vfl_aux_3: 0.6751 (0.6971)  loss_vfl_aux_4: 0.6791 (0.6892)  loss_vfl_aux_5: 0.7416 (0.7741)  loss_vfl_dn_0: 0.4532 (0.4570)  loss_vfl_dn_1: 0.3897 (0.3927)  loss_vfl_dn_2: 0.3761 (0.3768)  loss_vfl_dn_3: 0.3675 (0.3692)  loss_vfl_dn_4: 0.3650 (0.3666)  loss_vfl_dn_5: 0.3613 (0.3658)  time: 0.4791  data: 0.0140  max mem: 5654
Epoch: [35]  [3300/7393]  eta: 0:33:00  lr: 0.000010  loss: 16.0497 (16.1974)  loss_bbox: 0.1365 (0.1572)  loss_bbox_aux_0: 0.1513 (0.1706)  loss_bbox_aux_1: 0.1428 (0.1618)  loss_bbox_aux_2: 0.1357 (0.1595)  loss_bbox_aux_3: 0.1404 (0.1576)  loss_bbox_aux_4: 0.1379 (0.1572)  loss_bbox_aux_5: 0.1813 (0.2085)  loss_bbox_dn_0: 0.2300 (0.2773)  loss_bbox_dn_1: 0.1801 (0.2086)  loss_bbox_dn_2: 0.1643 (0.1865)  loss_bbox_dn_3: 0.1553 (0.1796)  loss_bbox_dn_4: 0.1543 (0.1782)  loss_bbox_dn_5: 0.1545 (0.1782)  loss_giou: 0.4738 (0.4825)  loss_giou_aux_0: 0.4950 (0.5068)  loss_giou_aux_1: 0.4761 (0.4919)  loss_giou_aux_2: 0.4821 (0.4868)  loss_giou_aux_3: 0.4805 (0.4838)  loss_giou_aux_4: 0.4697 (0.4826)  loss_giou_aux_5: 0.5588 (0.5734)  loss_giou_dn_0: 0.5744 (0.5932)  loss_giou_dn_1: 0.4784 (0.4875)  loss_giou_dn_2: 0.4518 (0.4573)  loss_giou_dn_3: 0.4448 (0.4488)  loss_giou_dn_4: 0.4432 (0.4467)  loss_giou_dn_5: 0.4432 (0.4469)  loss_vfl: 0.6793 (0.6861)  loss_vfl_aux_0: 0.7767 (0.7934)  loss_vfl_aux_1: 0.7218 (0.7458)  loss_vfl_aux_2: 0.7175 (0.7135)  loss_vfl_aux_3: 0.6951 (0.6973)  loss_vfl_aux_4: 0.6966 (0.6894)  loss_vfl_aux_5: 0.7512 (0.7742)  loss_vfl_dn_0: 0.4534 (0.4570)  loss_vfl_dn_1: 0.3920 (0.3928)  loss_vfl_dn_2: 0.3746 (0.3769)  loss_vfl_dn_3: 0.3645 (0.3693)  loss_vfl_dn_4: 0.3657 (0.3667)  loss_vfl_dn_5: 0.3635 (0.3659)  time: 0.4661  data: 0.0138  max mem: 5654
Epoch: [35]  [3400/7393]  eta: 0:32:11  lr: 0.000010  loss: 15.8413 (16.1920)  loss_bbox: 0.1571 (0.1572)  loss_bbox_aux_0: 0.1631 (0.1704)  loss_bbox_aux_1: 0.1655 (0.1617)  loss_bbox_aux_2: 0.1622 (0.1595)  loss_bbox_aux_3: 0.1580 (0.1575)  loss_bbox_aux_4: 0.1555 (0.1571)  loss_bbox_aux_5: 0.2106 (0.2083)  loss_bbox_dn_0: 0.2753 (0.2772)  loss_bbox_dn_1: 0.2028 (0.2086)  loss_bbox_dn_2: 0.1880 (0.1865)  loss_bbox_dn_3: 0.1821 (0.1796)  loss_bbox_dn_4: 0.1831 (0.1782)  loss_bbox_dn_5: 0.1831 (0.1782)  loss_giou: 0.4584 (0.4824)  loss_giou_aux_0: 0.4940 (0.5067)  loss_giou_aux_1: 0.4855 (0.4918)  loss_giou_aux_2: 0.4720 (0.4867)  loss_giou_aux_3: 0.4539 (0.4837)  loss_giou_aux_4: 0.4575 (0.4825)  loss_giou_aux_5: 0.5625 (0.5733)  loss_giou_dn_0: 0.5825 (0.5931)  loss_giou_dn_1: 0.4779 (0.4874)  loss_giou_dn_2: 0.4529 (0.4573)  loss_giou_dn_3: 0.4441 (0.4487)  loss_giou_dn_4: 0.4416 (0.4467)  loss_giou_dn_5: 0.4416 (0.4469)  loss_vfl: 0.6942 (0.6856)  loss_vfl_aux_0: 0.8076 (0.7930)  loss_vfl_aux_1: 0.7635 (0.7454)  loss_vfl_aux_2: 0.7426 (0.7130)  loss_vfl_aux_3: 0.7013 (0.6969)  loss_vfl_aux_4: 0.6992 (0.6890)  loss_vfl_aux_5: 0.7713 (0.7738)  loss_vfl_dn_0: 0.4517 (0.4569)  loss_vfl_dn_1: 0.3894 (0.3927)  loss_vfl_dn_2: 0.3736 (0.3769)  loss_vfl_dn_3: 0.3657 (0.3692)  loss_vfl_dn_4: 0.3632 (0.3666)  loss_vfl_dn_5: 0.3629 (0.3658)  time: 0.4768  data: 0.0136  max mem: 5654
Epoch: [35]  [3500/7393]  eta: 0:31:21  lr: 0.000010  loss: 16.6359 (16.1989)  loss_bbox: 0.1645 (0.1572)  loss_bbox_aux_0: 0.1833 (0.1705)  loss_bbox_aux_1: 0.1687 (0.1617)  loss_bbox_aux_2: 0.1654 (0.1595)  loss_bbox_aux_3: 0.1721 (0.1576)  loss_bbox_aux_4: 0.1645 (0.1572)  loss_bbox_aux_5: 0.2121 (0.2084)  loss_bbox_dn_0: 0.2428 (0.2774)  loss_bbox_dn_1: 0.1964 (0.2088)  loss_bbox_dn_2: 0.1761 (0.1867)  loss_bbox_dn_3: 0.1695 (0.1798)  loss_bbox_dn_4: 0.1680 (0.1784)  loss_bbox_dn_5: 0.1679 (0.1784)  loss_giou: 0.4482 (0.4826)  loss_giou_aux_0: 0.4862 (0.5069)  loss_giou_aux_1: 0.4515 (0.4920)  loss_giou_aux_2: 0.4557 (0.4870)  loss_giou_aux_3: 0.4497 (0.4839)  loss_giou_aux_4: 0.4497 (0.4828)  loss_giou_aux_5: 0.5433 (0.5736)  loss_giou_dn_0: 0.5810 (0.5932)  loss_giou_dn_1: 0.4791 (0.4876)  loss_giou_dn_2: 0.4438 (0.4576)  loss_giou_dn_3: 0.4373 (0.4490)  loss_giou_dn_4: 0.4352 (0.4470)  loss_giou_dn_5: 0.4352 (0.4472)  loss_vfl: 0.6859 (0.6859)  loss_vfl_aux_0: 0.8236 (0.7932)  loss_vfl_aux_1: 0.7427 (0.7458)  loss_vfl_aux_2: 0.7045 (0.7133)  loss_vfl_aux_3: 0.6952 (0.6971)  loss_vfl_aux_4: 0.6954 (0.6893)  loss_vfl_aux_5: 0.8017 (0.7740)  loss_vfl_dn_0: 0.4489 (0.4568)  loss_vfl_dn_1: 0.3913 (0.3927)  loss_vfl_dn_2: 0.3789 (0.3769)  loss_vfl_dn_3: 0.3730 (0.3693)  loss_vfl_dn_4: 0.3711 (0.3667)  loss_vfl_dn_5: 0.3708 (0.3658)  time: 0.4720  data: 0.0134  max mem: 5654
Epoch: [35]  [3600/7393]  eta: 0:30:31  lr: 0.000010  loss: 15.5909 (16.1974)  loss_bbox: 0.1402 (0.1573)  loss_bbox_aux_0: 0.1550 (0.1705)  loss_bbox_aux_1: 0.1507 (0.1618)  loss_bbox_aux_2: 0.1489 (0.1596)  loss_bbox_aux_3: 0.1470 (0.1577)  loss_bbox_aux_4: 0.1406 (0.1572)  loss_bbox_aux_5: 0.1903 (0.2083)  loss_bbox_dn_0: 0.2402 (0.2773)  loss_bbox_dn_1: 0.1840 (0.2087)  loss_bbox_dn_2: 0.1698 (0.1866)  loss_bbox_dn_3: 0.1648 (0.1798)  loss_bbox_dn_4: 0.1626 (0.1784)  loss_bbox_dn_5: 0.1626 (0.1784)  loss_giou: 0.4397 (0.4826)  loss_giou_aux_0: 0.4581 (0.5069)  loss_giou_aux_1: 0.4526 (0.4921)  loss_giou_aux_2: 0.4444 (0.4871)  loss_giou_aux_3: 0.4314 (0.4840)  loss_giou_aux_4: 0.4313 (0.4828)  loss_giou_aux_5: 0.5210 (0.5735)  loss_giou_dn_0: 0.5616 (0.5933)  loss_giou_dn_1: 0.4480 (0.4876)  loss_giou_dn_2: 0.4208 (0.4576)  loss_giou_dn_3: 0.4115 (0.4491)  loss_giou_dn_4: 0.4103 (0.4470)  loss_giou_dn_5: 0.4101 (0.4472)  loss_vfl: 0.6349 (0.6857)  loss_vfl_aux_0: 0.7407 (0.7931)  loss_vfl_aux_1: 0.6911 (0.7454)  loss_vfl_aux_2: 0.6719 (0.7130)  loss_vfl_aux_3: 0.6507 (0.6968)  loss_vfl_aux_4: 0.6385 (0.6891)  loss_vfl_aux_5: 0.7365 (0.7738)  loss_vfl_dn_0: 0.4560 (0.4568)  loss_vfl_dn_1: 0.3793 (0.3927)  loss_vfl_dn_2: 0.3631 (0.3770)  loss_vfl_dn_3: 0.3570 (0.3693)  loss_vfl_dn_4: 0.3542 (0.3667)  loss_vfl_dn_5: 0.3548 (0.3658)  time: 0.4727  data: 0.0135  max mem: 5654
Epoch: [35]  [3700/7393]  eta: 0:29:42  lr: 0.000010  loss: 16.1035 (16.1965)  loss_bbox: 0.1472 (0.1573)  loss_bbox_aux_0: 0.1589 (0.1705)  loss_bbox_aux_1: 0.1542 (0.1618)  loss_bbox_aux_2: 0.1527 (0.1596)  loss_bbox_aux_3: 0.1498 (0.1577)  loss_bbox_aux_4: 0.1472 (0.1572)  loss_bbox_aux_5: 0.2076 (0.2083)  loss_bbox_dn_0: 0.2912 (0.2777)  loss_bbox_dn_1: 0.2121 (0.2089)  loss_bbox_dn_2: 0.1874 (0.1868)  loss_bbox_dn_3: 0.1769 (0.1800)  loss_bbox_dn_4: 0.1743 (0.1785)  loss_bbox_dn_5: 0.1742 (0.1785)  loss_giou: 0.4150 (0.4823)  loss_giou_aux_0: 0.4371 (0.5066)  loss_giou_aux_1: 0.4198 (0.4917)  loss_giou_aux_2: 0.4164 (0.4867)  loss_giou_aux_3: 0.4152 (0.4836)  loss_giou_aux_4: 0.4155 (0.4824)  loss_giou_aux_5: 0.5019 (0.5732)  loss_giou_dn_0: 0.5692 (0.5931)  loss_giou_dn_1: 0.4564 (0.4874)  loss_giou_dn_2: 0.4223 (0.4574)  loss_giou_dn_3: 0.4158 (0.4489)  loss_giou_dn_4: 0.4122 (0.4468)  loss_giou_dn_5: 0.4121 (0.4470)  loss_vfl: 0.6970 (0.6858)  loss_vfl_aux_0: 0.8217 (0.7933)  loss_vfl_aux_1: 0.7899 (0.7455)  loss_vfl_aux_2: 0.7579 (0.7133)  loss_vfl_aux_3: 0.7231 (0.6970)  loss_vfl_aux_4: 0.7095 (0.6893)  loss_vfl_aux_5: 0.7925 (0.7739)  loss_vfl_dn_0: 0.4515 (0.4568)  loss_vfl_dn_1: 0.3908 (0.3928)  loss_vfl_dn_2: 0.3710 (0.3770)  loss_vfl_dn_3: 0.3637 (0.3693)  loss_vfl_dn_4: 0.3609 (0.3667)  loss_vfl_dn_5: 0.3589 (0.3659)  time: 0.4723  data: 0.0136  max mem: 5654
Epoch: [35]  [3800/7393]  eta: 0:28:52  lr: 0.000010  loss: 15.5725 (16.1961)  loss_bbox: 0.1368 (0.1572)  loss_bbox_aux_0: 0.1638 (0.1704)  loss_bbox_aux_1: 0.1617 (0.1618)  loss_bbox_aux_2: 0.1473 (0.1595)  loss_bbox_aux_3: 0.1450 (0.1576)  loss_bbox_aux_4: 0.1444 (0.1572)  loss_bbox_aux_5: 0.2048 (0.2083)  loss_bbox_dn_0: 0.2558 (0.2774)  loss_bbox_dn_1: 0.1862 (0.2088)  loss_bbox_dn_2: 0.1706 (0.1867)  loss_bbox_dn_3: 0.1659 (0.1798)  loss_bbox_dn_4: 0.1654 (0.1784)  loss_bbox_dn_5: 0.1654 (0.1784)  loss_giou: 0.4565 (0.4825)  loss_giou_aux_0: 0.5052 (0.5068)  loss_giou_aux_1: 0.4872 (0.4919)  loss_giou_aux_2: 0.4703 (0.4868)  loss_giou_aux_3: 0.4642 (0.4838)  loss_giou_aux_4: 0.4662 (0.4826)  loss_giou_aux_5: 0.5458 (0.5735)  loss_giou_dn_0: 0.5790 (0.5932)  loss_giou_dn_1: 0.4714 (0.4876)  loss_giou_dn_2: 0.4422 (0.4575)  loss_giou_dn_3: 0.4349 (0.4490)  loss_giou_dn_4: 0.4345 (0.4469)  loss_giou_dn_5: 0.4346 (0.4471)  loss_vfl: 0.6747 (0.6857)  loss_vfl_aux_0: 0.7775 (0.7932)  loss_vfl_aux_1: 0.7316 (0.7453)  loss_vfl_aux_2: 0.6989 (0.7131)  loss_vfl_aux_3: 0.6863 (0.6969)  loss_vfl_aux_4: 0.6760 (0.6891)  loss_vfl_aux_5: 0.7650 (0.7737)  loss_vfl_dn_0: 0.4576 (0.4568)  loss_vfl_dn_1: 0.3955 (0.3928)  loss_vfl_dn_2: 0.3780 (0.3770)  loss_vfl_dn_3: 0.3692 (0.3693)  loss_vfl_dn_4: 0.3669 (0.3667)  loss_vfl_dn_5: 0.3658 (0.3658)  time: 0.4749  data: 0.0134  max mem: 5654
Epoch: [35]  [3900/7393]  eta: 0:28:08  lr: 0.000010  loss: 15.8914 (16.1965)  loss_bbox: 0.1576 (0.1574)  loss_bbox_aux_0: 0.1797 (0.1706)  loss_bbox_aux_1: 0.1613 (0.1620)  loss_bbox_aux_2: 0.1597 (0.1597)  loss_bbox_aux_3: 0.1638 (0.1578)  loss_bbox_aux_4: 0.1578 (0.1573)  loss_bbox_aux_5: 0.2043 (0.2084)  loss_bbox_dn_0: 0.2695 (0.2775)  loss_bbox_dn_1: 0.1995 (0.2089)  loss_bbox_dn_2: 0.1835 (0.1867)  loss_bbox_dn_3: 0.1762 (0.1799)  loss_bbox_dn_4: 0.1750 (0.1785)  loss_bbox_dn_5: 0.1751 (0.1785)  loss_giou: 0.4428 (0.4825)  loss_giou_aux_0: 0.4731 (0.5068)  loss_giou_aux_1: 0.4431 (0.4919)  loss_giou_aux_2: 0.4464 (0.4869)  loss_giou_aux_3: 0.4428 (0.4838)  loss_giou_aux_4: 0.4439 (0.4827)  loss_giou_aux_5: 0.5121 (0.5735)  loss_giou_dn_0: 0.5649 (0.5932)  loss_giou_dn_1: 0.4583 (0.4875)  loss_giou_dn_2: 0.4320 (0.4575)  loss_giou_dn_3: 0.4217 (0.4490)  loss_giou_dn_4: 0.4212 (0.4469)  loss_giou_dn_5: 0.4213 (0.4471)  loss_vfl: 0.6871 (0.6856)  loss_vfl_aux_0: 0.8102 (0.7929)  loss_vfl_aux_1: 0.7568 (0.7451)  loss_vfl_aux_2: 0.7147 (0.7129)  loss_vfl_aux_3: 0.7136 (0.6968)  loss_vfl_aux_4: 0.6924 (0.6889)  loss_vfl_aux_5: 0.8110 (0.7734)  loss_vfl_dn_0: 0.4518 (0.4568)  loss_vfl_dn_1: 0.3864 (0.3928)  loss_vfl_dn_2: 0.3715 (0.3770)  loss_vfl_dn_3: 0.3642 (0.3693)  loss_vfl_dn_4: 0.3616 (0.3667)  loss_vfl_dn_5: 0.3608 (0.3659)  time: 0.7818  data: 0.0135  max mem: 5654
Epoch: [35]  [4000/7393]  eta: 0:27:23  lr: 0.000010  loss: 16.0857 (16.1972)  loss_bbox: 0.1569 (0.1574)  loss_bbox_aux_0: 0.1661 (0.1706)  loss_bbox_aux_1: 0.1547 (0.1620)  loss_bbox_aux_2: 0.1587 (0.1597)  loss_bbox_aux_3: 0.1562 (0.1578)  loss_bbox_aux_4: 0.1552 (0.1574)  loss_bbox_aux_5: 0.1925 (0.2085)  loss_bbox_dn_0: 0.2612 (0.2775)  loss_bbox_dn_1: 0.1898 (0.2088)  loss_bbox_dn_2: 0.1756 (0.1868)  loss_bbox_dn_3: 0.1637 (0.1799)  loss_bbox_dn_4: 0.1630 (0.1785)  loss_bbox_dn_5: 0.1630 (0.1785)  loss_giou: 0.4392 (0.4826)  loss_giou_aux_0: 0.4894 (0.5068)  loss_giou_aux_1: 0.4700 (0.4920)  loss_giou_aux_2: 0.4509 (0.4869)  loss_giou_aux_3: 0.4398 (0.4838)  loss_giou_aux_4: 0.4405 (0.4827)  loss_giou_aux_5: 0.5417 (0.5735)  loss_giou_dn_0: 0.5606 (0.5932)  loss_giou_dn_1: 0.4520 (0.4875)  loss_giou_dn_2: 0.4304 (0.4575)  loss_giou_dn_3: 0.4242 (0.4489)  loss_giou_dn_4: 0.4231 (0.4469)  loss_giou_dn_5: 0.4239 (0.4471)  loss_vfl: 0.6907 (0.6856)  loss_vfl_aux_0: 0.8296 (0.7930)  loss_vfl_aux_1: 0.7524 (0.7451)  loss_vfl_aux_2: 0.7102 (0.7131)  loss_vfl_aux_3: 0.6940 (0.6969)  loss_vfl_aux_4: 0.6873 (0.6889)  loss_vfl_aux_5: 0.7578 (0.7735)  loss_vfl_dn_0: 0.4509 (0.4568)  loss_vfl_dn_1: 0.3850 (0.3927)  loss_vfl_dn_2: 0.3663 (0.3770)  loss_vfl_dn_3: 0.3590 (0.3693)  loss_vfl_dn_4: 0.3560 (0.3667)  loss_vfl_dn_5: 0.3554 (0.3658)  time: 0.4739  data: 0.0136  max mem: 5654
Epoch: [35]  [4100/7393]  eta: 0:26:34  lr: 0.000010  loss: 15.6852 (16.1927)  loss_bbox: 0.1287 (0.1574)  loss_bbox_aux_0: 0.1426 (0.1706)  loss_bbox_aux_1: 0.1329 (0.1620)  loss_bbox_aux_2: 0.1299 (0.1597)  loss_bbox_aux_3: 0.1276 (0.1578)  loss_bbox_aux_4: 0.1278 (0.1573)  loss_bbox_aux_5: 0.1763 (0.2084)  loss_bbox_dn_0: 0.2322 (0.2773)  loss_bbox_dn_1: 0.1787 (0.2087)  loss_bbox_dn_2: 0.1561 (0.1867)  loss_bbox_dn_3: 0.1505 (0.1798)  loss_bbox_dn_4: 0.1500 (0.1784)  loss_bbox_dn_5: 0.1498 (0.1784)  loss_giou: 0.4674 (0.4823)  loss_giou_aux_0: 0.4994 (0.5065)  loss_giou_aux_1: 0.4832 (0.4917)  loss_giou_aux_2: 0.4717 (0.4866)  loss_giou_aux_3: 0.4672 (0.4835)  loss_giou_aux_4: 0.4705 (0.4824)  loss_giou_aux_5: 0.5588 (0.5733)  loss_giou_dn_0: 0.5818 (0.5930)  loss_giou_dn_1: 0.4785 (0.4873)  loss_giou_dn_2: 0.4488 (0.4573)  loss_giou_dn_3: 0.4384 (0.4488)  loss_giou_dn_4: 0.4370 (0.4467)  loss_giou_dn_5: 0.4370 (0.4469)  loss_vfl: 0.6657 (0.6855)  loss_vfl_aux_0: 0.7570 (0.7929)  loss_vfl_aux_1: 0.7285 (0.7449)  loss_vfl_aux_2: 0.6930 (0.7130)  loss_vfl_aux_3: 0.6797 (0.6969)  loss_vfl_aux_4: 0.6739 (0.6888)  loss_vfl_aux_5: 0.7755 (0.7735)  loss_vfl_dn_0: 0.4504 (0.4568)  loss_vfl_dn_1: 0.3849 (0.3927)  loss_vfl_dn_2: 0.3745 (0.3770)  loss_vfl_dn_3: 0.3639 (0.3693)  loss_vfl_dn_4: 0.3636 (0.3667)  loss_vfl_dn_5: 0.3625 (0.3659)  time: 0.4679  data: 0.0145  max mem: 5654
Epoch: [35]  [4200/7393]  eta: 0:25:44  lr: 0.000010  loss: 16.1385 (16.1913)  loss_bbox: 0.1489 (0.1573)  loss_bbox_aux_0: 0.1683 (0.1705)  loss_bbox_aux_1: 0.1585 (0.1619)  loss_bbox_aux_2: 0.1551 (0.1596)  loss_bbox_aux_3: 0.1522 (0.1577)  loss_bbox_aux_4: 0.1489 (0.1573)  loss_bbox_aux_5: 0.2008 (0.2084)  loss_bbox_dn_0: 0.2784 (0.2774)  loss_bbox_dn_1: 0.2017 (0.2088)  loss_bbox_dn_2: 0.1815 (0.1868)  loss_bbox_dn_3: 0.1770 (0.1799)  loss_bbox_dn_4: 0.1769 (0.1785)  loss_bbox_dn_5: 0.1770 (0.1785)  loss_giou: 0.4494 (0.4820)  loss_giou_aux_0: 0.4874 (0.5062)  loss_giou_aux_1: 0.4640 (0.4914)  loss_giou_aux_2: 0.4605 (0.4863)  loss_giou_aux_3: 0.4627 (0.4832)  loss_giou_aux_4: 0.4494 (0.4821)  loss_giou_aux_5: 0.5369 (0.5731)  loss_giou_dn_0: 0.5770 (0.5927)  loss_giou_dn_1: 0.4752 (0.4871)  loss_giou_dn_2: 0.4380 (0.4571)  loss_giou_dn_3: 0.4259 (0.4486)  loss_giou_dn_4: 0.4241 (0.4465)  loss_giou_dn_5: 0.4242 (0.4467)  loss_vfl: 0.6724 (0.6858)  loss_vfl_aux_0: 0.8114 (0.7932)  loss_vfl_aux_1: 0.7587 (0.7452)  loss_vfl_aux_2: 0.7223 (0.7132)  loss_vfl_aux_3: 0.6835 (0.6972)  loss_vfl_aux_4: 0.6733 (0.6892)  loss_vfl_aux_5: 0.7634 (0.7737)  loss_vfl_dn_0: 0.4531 (0.4568)  loss_vfl_dn_1: 0.3897 (0.3927)  loss_vfl_dn_2: 0.3743 (0.3769)  loss_vfl_dn_3: 0.3674 (0.3693)  loss_vfl_dn_4: 0.3643 (0.3667)  loss_vfl_dn_5: 0.3628 (0.3658)  time: 0.4702  data: 0.0135  max mem: 5654
Epoch: [35]  [4300/7393]  eta: 0:24:55  lr: 0.000010  loss: 16.6577 (16.1945)  loss_bbox: 0.1551 (0.1574)  loss_bbox_aux_0: 0.1734 (0.1705)  loss_bbox_aux_1: 0.1588 (0.1620)  loss_bbox_aux_2: 0.1506 (0.1597)  loss_bbox_aux_3: 0.1564 (0.1578)  loss_bbox_aux_4: 0.1537 (0.1574)  loss_bbox_aux_5: 0.2121 (0.2084)  loss_bbox_dn_0: 0.2969 (0.2776)  loss_bbox_dn_1: 0.2280 (0.2090)  loss_bbox_dn_2: 0.2110 (0.1870)  loss_bbox_dn_3: 0.2030 (0.1801)  loss_bbox_dn_4: 0.1990 (0.1787)  loss_bbox_dn_5: 0.1988 (0.1787)  loss_giou: 0.4569 (0.4820)  loss_giou_aux_0: 0.4750 (0.5062)  loss_giou_aux_1: 0.4529 (0.4914)  loss_giou_aux_2: 0.4435 (0.4864)  loss_giou_aux_3: 0.4482 (0.4832)  loss_giou_aux_4: 0.4451 (0.4821)  loss_giou_aux_5: 0.5287 (0.5731)  loss_giou_dn_0: 0.5845 (0.5927)  loss_giou_dn_1: 0.4631 (0.4871)  loss_giou_dn_2: 0.4348 (0.4571)  loss_giou_dn_3: 0.4264 (0.4486)  loss_giou_dn_4: 0.4247 (0.4465)  loss_giou_dn_5: 0.4254 (0.4467)  loss_vfl: 0.6918 (0.6860)  loss_vfl_aux_0: 0.8086 (0.7935)  loss_vfl_aux_1: 0.7715 (0.7453)  loss_vfl_aux_2: 0.7270 (0.7134)  loss_vfl_aux_3: 0.6992 (0.6973)  loss_vfl_aux_4: 0.7071 (0.6894)  loss_vfl_aux_5: 0.7933 (0.7740)  loss_vfl_dn_0: 0.4543 (0.4568)  loss_vfl_dn_1: 0.3956 (0.3927)  loss_vfl_dn_2: 0.3786 (0.3770)  loss_vfl_dn_3: 0.3718 (0.3693)  loss_vfl_dn_4: 0.3697 (0.3667)  loss_vfl_dn_5: 0.3694 (0.3658)  time: 0.4656  data: 0.0134  max mem: 5654
Epoch: [35]  [4400/7393]  eta: 0:24:05  lr: 0.000010  loss: 15.8019 (16.1886)  loss_bbox: 0.1461 (0.1574)  loss_bbox_aux_0: 0.1596 (0.1705)  loss_bbox_aux_1: 0.1534 (0.1620)  loss_bbox_aux_2: 0.1551 (0.1597)  loss_bbox_aux_3: 0.1584 (0.1578)  loss_bbox_aux_4: 0.1588 (0.1574)  loss_bbox_aux_5: 0.2072 (0.2085)  loss_bbox_dn_0: 0.3066 (0.2778)  loss_bbox_dn_1: 0.1909 (0.2091)  loss_bbox_dn_2: 0.1742 (0.1871)  loss_bbox_dn_3: 0.1693 (0.1803)  loss_bbox_dn_4: 0.1687 (0.1788)  loss_bbox_dn_5: 0.1687 (0.1788)  loss_giou: 0.4628 (0.4816)  loss_giou_aux_0: 0.4730 (0.5057)  loss_giou_aux_1: 0.4607 (0.4910)  loss_giou_aux_2: 0.4614 (0.4859)  loss_giou_aux_3: 0.4686 (0.4828)  loss_giou_aux_4: 0.4689 (0.4817)  loss_giou_aux_5: 0.5398 (0.5727)  loss_giou_dn_0: 0.5855 (0.5923)  loss_giou_dn_1: 0.4915 (0.4867)  loss_giou_dn_2: 0.4579 (0.4568)  loss_giou_dn_3: 0.4461 (0.4483)  loss_giou_dn_4: 0.4431 (0.4462)  loss_giou_dn_5: 0.4434 (0.4464)  loss_vfl: 0.6470 (0.6858)  loss_vfl_aux_0: 0.8106 (0.7935)  loss_vfl_aux_1: 0.7374 (0.7451)  loss_vfl_aux_2: 0.6741 (0.7132)  loss_vfl_aux_3: 0.6661 (0.6971)  loss_vfl_aux_4: 0.6481 (0.6891)  loss_vfl_aux_5: 0.7538 (0.7739)  loss_vfl_dn_0: 0.4488 (0.4568)  loss_vfl_dn_1: 0.3743 (0.3926)  loss_vfl_dn_2: 0.3576 (0.3768)  loss_vfl_dn_3: 0.3531 (0.3692)  loss_vfl_dn_4: 0.3457 (0.3665)  loss_vfl_dn_5: 0.3446 (0.3657)  time: 0.4581  data: 0.0138  max mem: 5654
Epoch: [35]  [4500/7393]  eta: 0:23:16  lr: 0.000010  loss: 15.7006 (16.1857)  loss_bbox: 0.1584 (0.1574)  loss_bbox_aux_0: 0.1638 (0.1704)  loss_bbox_aux_1: 0.1606 (0.1620)  loss_bbox_aux_2: 0.1501 (0.1596)  loss_bbox_aux_3: 0.1519 (0.1577)  loss_bbox_aux_4: 0.1584 (0.1574)  loss_bbox_aux_5: 0.2150 (0.2085)  loss_bbox_dn_0: 0.2804 (0.2778)  loss_bbox_dn_1: 0.2063 (0.2090)  loss_bbox_dn_2: 0.1839 (0.1871)  loss_bbox_dn_3: 0.1785 (0.1802)  loss_bbox_dn_4: 0.1744 (0.1788)  loss_bbox_dn_5: 0.1745 (0.1788)  loss_giou: 0.4443 (0.4815)  loss_giou_aux_0: 0.4758 (0.5057)  loss_giou_aux_1: 0.4405 (0.4910)  loss_giou_aux_2: 0.4427 (0.4859)  loss_giou_aux_3: 0.4526 (0.4827)  loss_giou_aux_4: 0.4440 (0.4816)  loss_giou_aux_5: 0.5287 (0.5727)  loss_giou_dn_0: 0.5595 (0.5921)  loss_giou_dn_1: 0.4517 (0.4865)  loss_giou_dn_2: 0.4313 (0.4566)  loss_giou_dn_3: 0.4200 (0.4480)  loss_giou_dn_4: 0.4168 (0.4460)  loss_giou_dn_5: 0.4170 (0.4461)  loss_vfl: 0.7004 (0.6857)  loss_vfl_aux_0: 0.8083 (0.7934)  loss_vfl_aux_1: 0.7567 (0.7450)  loss_vfl_aux_2: 0.7286 (0.7131)  loss_vfl_aux_3: 0.7202 (0.6971)  loss_vfl_aux_4: 0.7059 (0.6891)  loss_vfl_aux_5: 0.7835 (0.7737)  loss_vfl_dn_0: 0.4553 (0.4568)  loss_vfl_dn_1: 0.3940 (0.3926)  loss_vfl_dn_2: 0.3738 (0.3768)  loss_vfl_dn_3: 0.3674 (0.3691)  loss_vfl_dn_4: 0.3617 (0.3665)  loss_vfl_dn_5: 0.3635 (0.3656)  time: 0.4695  data: 0.0138  max mem: 5654
Epoch: [35]  [4600/7393]  eta: 0:22:27  lr: 0.000010  loss: 16.4521 (16.1864)  loss_bbox: 0.1530 (0.1575)  loss_bbox_aux_0: 0.1614 (0.1706)  loss_bbox_aux_1: 0.1516 (0.1621)  loss_bbox_aux_2: 0.1548 (0.1598)  loss_bbox_aux_3: 0.1579 (0.1579)  loss_bbox_aux_4: 0.1546 (0.1575)  loss_bbox_aux_5: 0.1955 (0.2087)  loss_bbox_dn_0: 0.2402 (0.2781)  loss_bbox_dn_1: 0.1816 (0.2092)  loss_bbox_dn_2: 0.1622 (0.1872)  loss_bbox_dn_3: 0.1589 (0.1804)  loss_bbox_dn_4: 0.1575 (0.1789)  loss_bbox_dn_5: 0.1576 (0.1789)  loss_giou: 0.5208 (0.4814)  loss_giou_aux_0: 0.5552 (0.5056)  loss_giou_aux_1: 0.5335 (0.4909)  loss_giou_aux_2: 0.5189 (0.4857)  loss_giou_aux_3: 0.5282 (0.4826)  loss_giou_aux_4: 0.5188 (0.4815)  loss_giou_aux_5: 0.6043 (0.5726)  loss_giou_dn_0: 0.6116 (0.5920)  loss_giou_dn_1: 0.5184 (0.4865)  loss_giou_dn_2: 0.4844 (0.4565)  loss_giou_dn_3: 0.4737 (0.4480)  loss_giou_dn_4: 0.4729 (0.4459)  loss_giou_dn_5: 0.4729 (0.4461)  loss_vfl: 0.6907 (0.6856)  loss_vfl_aux_0: 0.7767 (0.7934)  loss_vfl_aux_1: 0.7450 (0.7450)  loss_vfl_aux_2: 0.7058 (0.7131)  loss_vfl_aux_3: 0.6829 (0.6971)  loss_vfl_aux_4: 0.6904 (0.6890)  loss_vfl_aux_5: 0.7481 (0.7739)  loss_vfl_dn_0: 0.4578 (0.4568)  loss_vfl_dn_1: 0.3950 (0.3926)  loss_vfl_dn_2: 0.3796 (0.3768)  loss_vfl_dn_3: 0.3755 (0.3691)  loss_vfl_dn_4: 0.3726 (0.3664)  loss_vfl_dn_5: 0.3713 (0.3656)  time: 0.4706  data: 0.0136  max mem: 5654
Epoch: [35]  [4700/7393]  eta: 0:21:38  lr: 0.000010  loss: 15.7508 (16.1832)  loss_bbox: 0.1568 (0.1574)  loss_bbox_aux_0: 0.1654 (0.1705)  loss_bbox_aux_1: 0.1562 (0.1620)  loss_bbox_aux_2: 0.1556 (0.1597)  loss_bbox_aux_3: 0.1583 (0.1578)  loss_bbox_aux_4: 0.1587 (0.1574)  loss_bbox_aux_5: 0.2036 (0.2086)  loss_bbox_dn_0: 0.2832 (0.2779)  loss_bbox_dn_1: 0.1997 (0.2090)  loss_bbox_dn_2: 0.1736 (0.1871)  loss_bbox_dn_3: 0.1650 (0.1802)  loss_bbox_dn_4: 0.1625 (0.1788)  loss_bbox_dn_5: 0.1625 (0.1788)  loss_giou: 0.4292 (0.4814)  loss_giou_aux_0: 0.4666 (0.5056)  loss_giou_aux_1: 0.4381 (0.4909)  loss_giou_aux_2: 0.4285 (0.4858)  loss_giou_aux_3: 0.4322 (0.4826)  loss_giou_aux_4: 0.4324 (0.4814)  loss_giou_aux_5: 0.5482 (0.5726)  loss_giou_dn_0: 0.5612 (0.5920)  loss_giou_dn_1: 0.4492 (0.4864)  loss_giou_dn_2: 0.4188 (0.4565)  loss_giou_dn_3: 0.4169 (0.4479)  loss_giou_dn_4: 0.4176 (0.4459)  loss_giou_dn_5: 0.4178 (0.4460)  loss_vfl: 0.6633 (0.6854)  loss_vfl_aux_0: 0.8032 (0.7934)  loss_vfl_aux_1: 0.7171 (0.7448)  loss_vfl_aux_2: 0.7025 (0.7128)  loss_vfl_aux_3: 0.6815 (0.6969)  loss_vfl_aux_4: 0.6754 (0.6888)  loss_vfl_aux_5: 0.7672 (0.7738)  loss_vfl_dn_0: 0.4550 (0.4568)  loss_vfl_dn_1: 0.3886 (0.3926)  loss_vfl_dn_2: 0.3730 (0.3768)  loss_vfl_dn_3: 0.3654 (0.3691)  loss_vfl_dn_4: 0.3631 (0.3665)  loss_vfl_dn_5: 0.3610 (0.3656)  time: 0.4790  data: 0.0135  max mem: 5654
Epoch: [35]  [4800/7393]  eta: 0:20:49  lr: 0.000010  loss: 15.6366 (16.1846)  loss_bbox: 0.1384 (0.1573)  loss_bbox_aux_0: 0.1478 (0.1704)  loss_bbox_aux_1: 0.1426 (0.1619)  loss_bbox_aux_2: 0.1531 (0.1596)  loss_bbox_aux_3: 0.1406 (0.1577)  loss_bbox_aux_4: 0.1405 (0.1573)  loss_bbox_aux_5: 0.1858 (0.2085)  loss_bbox_dn_0: 0.2401 (0.2777)  loss_bbox_dn_1: 0.1774 (0.2089)  loss_bbox_dn_2: 0.1587 (0.1869)  loss_bbox_dn_3: 0.1565 (0.1801)  loss_bbox_dn_4: 0.1560 (0.1787)  loss_bbox_dn_5: 0.1560 (0.1787)  loss_giou: 0.4652 (0.4815)  loss_giou_aux_0: 0.4847 (0.5057)  loss_giou_aux_1: 0.4729 (0.4910)  loss_giou_aux_2: 0.4669 (0.4859)  loss_giou_aux_3: 0.4759 (0.4827)  loss_giou_aux_4: 0.4708 (0.4816)  loss_giou_aux_5: 0.5624 (0.5728)  loss_giou_dn_0: 0.5939 (0.5921)  loss_giou_dn_1: 0.4889 (0.4865)  loss_giou_dn_2: 0.4546 (0.4566)  loss_giou_dn_3: 0.4431 (0.4480)  loss_giou_dn_4: 0.4377 (0.4460)  loss_giou_dn_5: 0.4380 (0.4462)  loss_vfl: 0.6663 (0.6855)  loss_vfl_aux_0: 0.7579 (0.7936)  loss_vfl_aux_1: 0.7228 (0.7450)  loss_vfl_aux_2: 0.6960 (0.7130)  loss_vfl_aux_3: 0.6663 (0.6970)  loss_vfl_aux_4: 0.6609 (0.6889)  loss_vfl_aux_5: 0.7534 (0.7739)  loss_vfl_dn_0: 0.4528 (0.4568)  loss_vfl_dn_1: 0.3872 (0.3926)  loss_vfl_dn_2: 0.3749 (0.3768)  loss_vfl_dn_3: 0.3680 (0.3692)  loss_vfl_dn_4: 0.3684 (0.3665)  loss_vfl_dn_5: 0.3701 (0.3657)  time: 0.4759  data: 0.0137  max mem: 5654
Epoch: [35]  [4900/7393]  eta: 0:20:00  lr: 0.000010  loss: 16.3652 (16.1886)  loss_bbox: 0.1741 (0.1573)  loss_bbox_aux_0: 0.1837 (0.1704)  loss_bbox_aux_1: 0.1852 (0.1619)  loss_bbox_aux_2: 0.1804 (0.1596)  loss_bbox_aux_3: 0.1784 (0.1577)  loss_bbox_aux_4: 0.1754 (0.1573)  loss_bbox_aux_5: 0.2143 (0.2085)  loss_bbox_dn_0: 0.3021 (0.2777)  loss_bbox_dn_1: 0.2333 (0.2090)  loss_bbox_dn_2: 0.2092 (0.1871)  loss_bbox_dn_3: 0.2033 (0.1802)  loss_bbox_dn_4: 0.2042 (0.1788)  loss_bbox_dn_5: 0.2042 (0.1788)  loss_giou: 0.4688 (0.4818)  loss_giou_aux_0: 0.4829 (0.5060)  loss_giou_aux_1: 0.4797 (0.4913)  loss_giou_aux_2: 0.4714 (0.4862)  loss_giou_aux_3: 0.4596 (0.4830)  loss_giou_aux_4: 0.4638 (0.4819)  loss_giou_aux_5: 0.5368 (0.5731)  loss_giou_dn_0: 0.5764 (0.5923)  loss_giou_dn_1: 0.4631 (0.4867)  loss_giou_dn_2: 0.4368 (0.4567)  loss_giou_dn_3: 0.4286 (0.4482)  loss_giou_dn_4: 0.4259 (0.4462)  loss_giou_dn_5: 0.4266 (0.4463)  loss_vfl: 0.6781 (0.6855)  loss_vfl_aux_0: 0.7790 (0.7936)  loss_vfl_aux_1: 0.7264 (0.7449)  loss_vfl_aux_2: 0.7126 (0.7130)  loss_vfl_aux_3: 0.6922 (0.6970)  loss_vfl_aux_4: 0.6836 (0.6889)  loss_vfl_aux_5: 0.7756 (0.7737)  loss_vfl_dn_0: 0.4632 (0.4569)  loss_vfl_dn_1: 0.4008 (0.3927)  loss_vfl_dn_2: 0.3843 (0.3769)  loss_vfl_dn_3: 0.3766 (0.3692)  loss_vfl_dn_4: 0.3744 (0.3666)  loss_vfl_dn_5: 0.3736 (0.3658)  time: 0.4641  data: 0.0132  max mem: 5654
Epoch: [35]  [5000/7393]  eta: 0:19:12  lr: 0.000010  loss: 15.5406 (16.1853)  loss_bbox: 0.1375 (0.1574)  loss_bbox_aux_0: 0.1521 (0.1705)  loss_bbox_aux_1: 0.1454 (0.1620)  loss_bbox_aux_2: 0.1398 (0.1596)  loss_bbox_aux_3: 0.1375 (0.1578)  loss_bbox_aux_4: 0.1335 (0.1574)  loss_bbox_aux_5: 0.1872 (0.2088)  loss_bbox_dn_0: 0.2831 (0.2782)  loss_bbox_dn_1: 0.1983 (0.2093)  loss_bbox_dn_2: 0.1740 (0.1873)  loss_bbox_dn_3: 0.1705 (0.1804)  loss_bbox_dn_4: 0.1616 (0.1789)  loss_bbox_dn_5: 0.1615 (0.1790)  loss_giou: 0.4302 (0.4812)  loss_giou_aux_0: 0.4340 (0.5054)  loss_giou_aux_1: 0.4229 (0.4908)  loss_giou_aux_2: 0.4256 (0.4855)  loss_giou_aux_3: 0.4175 (0.4824)  loss_giou_aux_4: 0.4301 (0.4813)  loss_giou_aux_5: 0.5072 (0.5726)  loss_giou_dn_0: 0.5675 (0.5920)  loss_giou_dn_1: 0.4489 (0.4863)  loss_giou_dn_2: 0.4198 (0.4564)  loss_giou_dn_3: 0.4098 (0.4478)  loss_giou_dn_4: 0.4072 (0.4458)  loss_giou_dn_5: 0.4074 (0.4459)  loss_vfl: 0.7387 (0.6857)  loss_vfl_aux_0: 0.8450 (0.7938)  loss_vfl_aux_1: 0.7838 (0.7451)  loss_vfl_aux_2: 0.7506 (0.7132)  loss_vfl_aux_3: 0.7274 (0.6972)  loss_vfl_aux_4: 0.7388 (0.6891)  loss_vfl_aux_5: 0.8019 (0.7737)  loss_vfl_dn_0: 0.4568 (0.4568)  loss_vfl_dn_1: 0.3923 (0.3926)  loss_vfl_dn_2: 0.3763 (0.3768)  loss_vfl_dn_3: 0.3678 (0.3692)  loss_vfl_dn_4: 0.3632 (0.3665)  loss_vfl_dn_5: 0.3623 (0.3657)  time: 0.4701  data: 0.0145  max mem: 5654
Epoch: [35]  [5100/7393]  eta: 0:18:28  lr: 0.000010  loss: 15.9430 (16.1874)  loss_bbox: 0.1523 (0.1574)  loss_bbox_aux_0: 0.1612 (0.1705)  loss_bbox_aux_1: 0.1598 (0.1620)  loss_bbox_aux_2: 0.1555 (0.1596)  loss_bbox_aux_3: 0.1493 (0.1577)  loss_bbox_aux_4: 0.1482 (0.1573)  loss_bbox_aux_5: 0.1938 (0.2087)  loss_bbox_dn_0: 0.2732 (0.2781)  loss_bbox_dn_1: 0.2070 (0.2092)  loss_bbox_dn_2: 0.1863 (0.1872)  loss_bbox_dn_3: 0.1688 (0.1803)  loss_bbox_dn_4: 0.1697 (0.1789)  loss_bbox_dn_5: 0.1698 (0.1789)  loss_giou: 0.4761 (0.4814)  loss_giou_aux_0: 0.4833 (0.5056)  loss_giou_aux_1: 0.4752 (0.4910)  loss_giou_aux_2: 0.4685 (0.4857)  loss_giou_aux_3: 0.4759 (0.4826)  loss_giou_aux_4: 0.4697 (0.4815)  loss_giou_aux_5: 0.5491 (0.5728)  loss_giou_dn_0: 0.5838 (0.5921)  loss_giou_dn_1: 0.4791 (0.4864)  loss_giou_dn_2: 0.4523 (0.4564)  loss_giou_dn_3: 0.4446 (0.4479)  loss_giou_dn_4: 0.4415 (0.4458)  loss_giou_dn_5: 0.4415 (0.4460)  loss_vfl: 0.6807 (0.6857)  loss_vfl_aux_0: 0.8185 (0.7941)  loss_vfl_aux_1: 0.7574 (0.7453)  loss_vfl_aux_2: 0.7170 (0.7133)  loss_vfl_aux_3: 0.6940 (0.6972)  loss_vfl_aux_4: 0.6963 (0.6892)  loss_vfl_aux_5: 0.7896 (0.7737)  loss_vfl_dn_0: 0.4639 (0.4569)  loss_vfl_dn_1: 0.4021 (0.3927)  loss_vfl_dn_2: 0.3825 (0.3769)  loss_vfl_dn_3: 0.3773 (0.3692)  loss_vfl_dn_4: 0.3741 (0.3666)  loss_vfl_dn_5: 0.3727 (0.3658)  time: 0.4775  data: 0.0137  max mem: 5654
Epoch: [35]  [5200/7393]  eta: 0:17:39  lr: 0.000010  loss: 16.1005 (16.1898)  loss_bbox: 0.1411 (0.1574)  loss_bbox_aux_0: 0.1510 (0.1705)  loss_bbox_aux_1: 0.1482 (0.1621)  loss_bbox_aux_2: 0.1462 (0.1597)  loss_bbox_aux_3: 0.1365 (0.1578)  loss_bbox_aux_4: 0.1347 (0.1574)  loss_bbox_aux_5: 0.1922 (0.2088)  loss_bbox_dn_0: 0.2402 (0.2782)  loss_bbox_dn_1: 0.1852 (0.2092)  loss_bbox_dn_2: 0.1683 (0.1873)  loss_bbox_dn_3: 0.1633 (0.1804)  loss_bbox_dn_4: 0.1617 (0.1790)  loss_bbox_dn_5: 0.1616 (0.1790)  loss_giou: 0.4915 (0.4814)  loss_giou_aux_0: 0.5056 (0.5055)  loss_giou_aux_1: 0.4931 (0.4910)  loss_giou_aux_2: 0.4898 (0.4857)  loss_giou_aux_3: 0.4894 (0.4825)  loss_giou_aux_4: 0.4895 (0.4814)  loss_giou_aux_5: 0.5776 (0.5728)  loss_giou_dn_0: 0.5974 (0.5921)  loss_giou_dn_1: 0.4824 (0.4864)  loss_giou_dn_2: 0.4522 (0.4564)  loss_giou_dn_3: 0.4519 (0.4479)  loss_giou_dn_4: 0.4526 (0.4458)  loss_giou_dn_5: 0.4527 (0.4460)  loss_vfl: 0.6582 (0.6859)  loss_vfl_aux_0: 0.7535 (0.7944)  loss_vfl_aux_1: 0.7224 (0.7456)  loss_vfl_aux_2: 0.7055 (0.7135)  loss_vfl_aux_3: 0.6915 (0.6974)  loss_vfl_aux_4: 0.6822 (0.6894)  loss_vfl_aux_5: 0.7432 (0.7738)  loss_vfl_dn_0: 0.4531 (0.4569)  loss_vfl_dn_1: 0.3961 (0.3927)  loss_vfl_dn_2: 0.3807 (0.3769)  loss_vfl_dn_3: 0.3729 (0.3693)  loss_vfl_dn_4: 0.3711 (0.3666)  loss_vfl_dn_5: 0.3697 (0.3658)  time: 0.4722  data: 0.0139  max mem: 5654
Epoch: [35]  [5300/7393]  eta: 0:16:50  lr: 0.000010  loss: 15.8066 (16.1913)  loss_bbox: 0.1470 (0.1574)  loss_bbox_aux_0: 0.1675 (0.1705)  loss_bbox_aux_1: 0.1615 (0.1620)  loss_bbox_aux_2: 0.1571 (0.1597)  loss_bbox_aux_3: 0.1468 (0.1578)  loss_bbox_aux_4: 0.1476 (0.1574)  loss_bbox_aux_5: 0.2010 (0.2088)  loss_bbox_dn_0: 0.2635 (0.2780)  loss_bbox_dn_1: 0.1928 (0.2091)  loss_bbox_dn_2: 0.1639 (0.1871)  loss_bbox_dn_3: 0.1580 (0.1803)  loss_bbox_dn_4: 0.1575 (0.1788)  loss_bbox_dn_5: 0.1577 (0.1788)  loss_giou: 0.4340 (0.4817)  loss_giou_aux_0: 0.4721 (0.5059)  loss_giou_aux_1: 0.4532 (0.4913)  loss_giou_aux_2: 0.4358 (0.4860)  loss_giou_aux_3: 0.4350 (0.4828)  loss_giou_aux_4: 0.4366 (0.4817)  loss_giou_aux_5: 0.5387 (0.5732)  loss_giou_dn_0: 0.5693 (0.5922)  loss_giou_dn_1: 0.4644 (0.4865)  loss_giou_dn_2: 0.4296 (0.4565)  loss_giou_dn_3: 0.4159 (0.4480)  loss_giou_dn_4: 0.4097 (0.4459)  loss_giou_dn_5: 0.4096 (0.4461)  loss_vfl: 0.6633 (0.6858)  loss_vfl_aux_0: 0.7767 (0.7943)  loss_vfl_aux_1: 0.7478 (0.7456)  loss_vfl_aux_2: 0.6834 (0.7135)  loss_vfl_aux_3: 0.6782 (0.6974)  loss_vfl_aux_4: 0.6688 (0.6894)  loss_vfl_aux_5: 0.7306 (0.7735)  loss_vfl_dn_0: 0.4512 (0.4569)  loss_vfl_dn_1: 0.3831 (0.3927)  loss_vfl_dn_2: 0.3725 (0.3769)  loss_vfl_dn_3: 0.3616 (0.3693)  loss_vfl_dn_4: 0.3601 (0.3666)  loss_vfl_dn_5: 0.3596 (0.3658)  time: 0.4707  data: 0.0137  max mem: 5654
Epoch: [35]  [5400/7393]  eta: 0:16:01  lr: 0.000010  loss: 15.5935 (16.1896)  loss_bbox: 0.1473 (0.1574)  loss_bbox_aux_0: 0.1575 (0.1704)  loss_bbox_aux_1: 0.1455 (0.1620)  loss_bbox_aux_2: 0.1441 (0.1596)  loss_bbox_aux_3: 0.1461 (0.1578)  loss_bbox_aux_4: 0.1464 (0.1573)  loss_bbox_aux_5: 0.1928 (0.2087)  loss_bbox_dn_0: 0.2487 (0.2778)  loss_bbox_dn_1: 0.1935 (0.2090)  loss_bbox_dn_2: 0.1745 (0.1870)  loss_bbox_dn_3: 0.1670 (0.1802)  loss_bbox_dn_4: 0.1653 (0.1787)  loss_bbox_dn_5: 0.1654 (0.1787)  loss_giou: 0.4693 (0.4817)  loss_giou_aux_0: 0.4687 (0.5058)  loss_giou_aux_1: 0.4550 (0.4912)  loss_giou_aux_2: 0.4644 (0.4860)  loss_giou_aux_3: 0.4671 (0.4828)  loss_giou_aux_4: 0.4688 (0.4817)  loss_giou_aux_5: 0.5533 (0.5731)  loss_giou_dn_0: 0.5842 (0.5922)  loss_giou_dn_1: 0.4797 (0.4866)  loss_giou_dn_2: 0.4436 (0.4566)  loss_giou_dn_3: 0.4351 (0.4481)  loss_giou_dn_4: 0.4317 (0.4460)  loss_giou_dn_5: 0.4318 (0.4462)  loss_vfl: 0.6371 (0.6857)  loss_vfl_aux_0: 0.7602 (0.7945)  loss_vfl_aux_1: 0.6945 (0.7455)  loss_vfl_aux_2: 0.6673 (0.7133)  loss_vfl_aux_3: 0.6374 (0.6972)  loss_vfl_aux_4: 0.6327 (0.6892)  loss_vfl_aux_5: 0.7241 (0.7734)  loss_vfl_dn_0: 0.4559 (0.4569)  loss_vfl_dn_1: 0.3939 (0.3927)  loss_vfl_dn_2: 0.3758 (0.3769)  loss_vfl_dn_3: 0.3736 (0.3693)  loss_vfl_dn_4: 0.3717 (0.3666)  loss_vfl_dn_5: 0.3696 (0.3658)  time: 0.4717  data: 0.0134  max mem: 5654
Epoch: [35]  [5500/7393]  eta: 0:15:12  lr: 0.000010  loss: 16.4931 (16.1907)  loss_bbox: 0.1578 (0.1575)  loss_bbox_aux_0: 0.1756 (0.1705)  loss_bbox_aux_1: 0.1639 (0.1621)  loss_bbox_aux_2: 0.1603 (0.1597)  loss_bbox_aux_3: 0.1576 (0.1579)  loss_bbox_aux_4: 0.1579 (0.1575)  loss_bbox_aux_5: 0.2094 (0.2088)  loss_bbox_dn_0: 0.3311 (0.2780)  loss_bbox_dn_1: 0.2529 (0.2091)  loss_bbox_dn_2: 0.2202 (0.1872)  loss_bbox_dn_3: 0.2116 (0.1803)  loss_bbox_dn_4: 0.2065 (0.1789)  loss_bbox_dn_5: 0.2065 (0.1789)  loss_giou: 0.4615 (0.4816)  loss_giou_aux_0: 0.4820 (0.5058)  loss_giou_aux_1: 0.4757 (0.4912)  loss_giou_aux_2: 0.4664 (0.4859)  loss_giou_aux_3: 0.4625 (0.4828)  loss_giou_aux_4: 0.4586 (0.4816)  loss_giou_aux_5: 0.5318 (0.5731)  loss_giou_dn_0: 0.5743 (0.5922)  loss_giou_dn_1: 0.4759 (0.4865)  loss_giou_dn_2: 0.4486 (0.4565)  loss_giou_dn_3: 0.4336 (0.4480)  loss_giou_dn_4: 0.4262 (0.4459)  loss_giou_dn_5: 0.4263 (0.4461)  loss_vfl: 0.7007 (0.6857)  loss_vfl_aux_0: 0.8045 (0.7946)  loss_vfl_aux_1: 0.7444 (0.7455)  loss_vfl_aux_2: 0.7139 (0.7134)  loss_vfl_aux_3: 0.7131 (0.6972)  loss_vfl_aux_4: 0.7054 (0.6892)  loss_vfl_aux_5: 0.7838 (0.7735)  loss_vfl_dn_0: 0.4653 (0.4569)  loss_vfl_dn_1: 0.3919 (0.3927)  loss_vfl_dn_2: 0.3737 (0.3769)  loss_vfl_dn_3: 0.3676 (0.3693)  loss_vfl_dn_4: 0.3654 (0.3666)  loss_vfl_dn_5: 0.3662 (0.3658)  time: 0.4665  data: 0.0138  max mem: 5654
Epoch: [35]  [5600/7393]  eta: 0:14:23  lr: 0.000010  loss: 15.5341 (16.1879)  loss_bbox: 0.1449 (0.1575)  loss_bbox_aux_0: 0.1635 (0.1705)  loss_bbox_aux_1: 0.1530 (0.1622)  loss_bbox_aux_2: 0.1534 (0.1597)  loss_bbox_aux_3: 0.1488 (0.1579)  loss_bbox_aux_4: 0.1423 (0.1575)  loss_bbox_aux_5: 0.2007 (0.2087)  loss_bbox_dn_0: 0.2566 (0.2779)  loss_bbox_dn_1: 0.1917 (0.2090)  loss_bbox_dn_2: 0.1744 (0.1871)  loss_bbox_dn_3: 0.1674 (0.1802)  loss_bbox_dn_4: 0.1665 (0.1788)  loss_bbox_dn_5: 0.1664 (0.1788)  loss_giou: 0.4683 (0.4816)  loss_giou_aux_0: 0.4864 (0.5057)  loss_giou_aux_1: 0.4836 (0.4911)  loss_giou_aux_2: 0.4681 (0.4859)  loss_giou_aux_3: 0.4648 (0.4827)  loss_giou_aux_4: 0.4631 (0.4816)  loss_giou_aux_5: 0.5342 (0.5729)  loss_giou_dn_0: 0.5764 (0.5921)  loss_giou_dn_1: 0.4740 (0.4864)  loss_giou_dn_2: 0.4392 (0.4565)  loss_giou_dn_3: 0.4247 (0.4479)  loss_giou_dn_4: 0.4213 (0.4459)  loss_giou_dn_5: 0.4216 (0.4460)  loss_vfl: 0.6620 (0.6855)  loss_vfl_aux_0: 0.7677 (0.7946)  loss_vfl_aux_1: 0.7184 (0.7454)  loss_vfl_aux_2: 0.6936 (0.7132)  loss_vfl_aux_3: 0.6669 (0.6970)  loss_vfl_aux_4: 0.6649 (0.6889)  loss_vfl_aux_5: 0.7692 (0.7734)  loss_vfl_dn_0: 0.4566 (0.4569)  loss_vfl_dn_1: 0.3886 (0.3926)  loss_vfl_dn_2: 0.3706 (0.3769)  loss_vfl_dn_3: 0.3625 (0.3692)  loss_vfl_dn_4: 0.3572 (0.3666)  loss_vfl_dn_5: 0.3568 (0.3658)  time: 0.4656  data: 0.0142  max mem: 5654
Epoch: [35]  [5700/7393]  eta: 0:13:35  lr: 0.000010  loss: 15.9549 (16.1852)  loss_bbox: 0.1567 (0.1575)  loss_bbox_aux_0: 0.1768 (0.1705)  loss_bbox_aux_1: 0.1702 (0.1621)  loss_bbox_aux_2: 0.1610 (0.1597)  loss_bbox_aux_3: 0.1630 (0.1579)  loss_bbox_aux_4: 0.1568 (0.1575)  loss_bbox_aux_5: 0.2113 (0.2087)  loss_bbox_dn_0: 0.2940 (0.2778)  loss_bbox_dn_1: 0.2100 (0.2089)  loss_bbox_dn_2: 0.1818 (0.1870)  loss_bbox_dn_3: 0.1716 (0.1802)  loss_bbox_dn_4: 0.1691 (0.1787)  loss_bbox_dn_5: 0.1690 (0.1787)  loss_giou: 0.4169 (0.4815)  loss_giou_aux_0: 0.4497 (0.5056)  loss_giou_aux_1: 0.4290 (0.4910)  loss_giou_aux_2: 0.4276 (0.4858)  loss_giou_aux_3: 0.4172 (0.4826)  loss_giou_aux_4: 0.4138 (0.4815)  loss_giou_aux_5: 0.5067 (0.5727)  loss_giou_dn_0: 0.5558 (0.5920)  loss_giou_dn_1: 0.4490 (0.4863)  loss_giou_dn_2: 0.4174 (0.4564)  loss_giou_dn_3: 0.4075 (0.4478)  loss_giou_dn_4: 0.4044 (0.4458)  loss_giou_dn_5: 0.4047 (0.4459)  loss_vfl: 0.6679 (0.6854)  loss_vfl_aux_0: 0.7827 (0.7945)  loss_vfl_aux_1: 0.7209 (0.7454)  loss_vfl_aux_2: 0.6838 (0.7131)  loss_vfl_aux_3: 0.6794 (0.6969)  loss_vfl_aux_4: 0.6701 (0.6889)  loss_vfl_aux_5: 0.7534 (0.7734)  loss_vfl_dn_0: 0.4494 (0.4568)  loss_vfl_dn_1: 0.3857 (0.3926)  loss_vfl_dn_2: 0.3687 (0.3768)  loss_vfl_dn_3: 0.3629 (0.3692)  loss_vfl_dn_4: 0.3612 (0.3666)  loss_vfl_dn_5: 0.3600 (0.3657)  time: 0.4540  data: 0.0133  max mem: 5654
Epoch: [35]  [5800/7393]  eta: 0:12:46  lr: 0.000010  loss: 16.7983 (16.1873)  loss_bbox: 0.1552 (0.1575)  loss_bbox_aux_0: 0.1721 (0.1705)  loss_bbox_aux_1: 0.1620 (0.1622)  loss_bbox_aux_2: 0.1585 (0.1597)  loss_bbox_aux_3: 0.1553 (0.1579)  loss_bbox_aux_4: 0.1572 (0.1575)  loss_bbox_aux_5: 0.1994 (0.2087)  loss_bbox_dn_0: 0.2673 (0.2779)  loss_bbox_dn_1: 0.2021 (0.2089)  loss_bbox_dn_2: 0.1866 (0.1870)  loss_bbox_dn_3: 0.1785 (0.1802)  loss_bbox_dn_4: 0.1797 (0.1788)  loss_bbox_dn_5: 0.1798 (0.1788)  loss_giou: 0.5127 (0.4816)  loss_giou_aux_0: 0.5285 (0.5057)  loss_giou_aux_1: 0.5220 (0.4912)  loss_giou_aux_2: 0.5194 (0.4860)  loss_giou_aux_3: 0.5076 (0.4827)  loss_giou_aux_4: 0.5174 (0.4816)  loss_giou_aux_5: 0.6025 (0.5729)  loss_giou_dn_0: 0.6368 (0.5922)  loss_giou_dn_1: 0.5319 (0.4865)  loss_giou_dn_2: 0.4881 (0.4565)  loss_giou_dn_3: 0.4781 (0.4480)  loss_giou_dn_4: 0.4769 (0.4459)  loss_giou_dn_5: 0.4770 (0.4461)  loss_vfl: 0.6491 (0.6853)  loss_vfl_aux_0: 0.7786 (0.7944)  loss_vfl_aux_1: 0.7190 (0.7453)  loss_vfl_aux_2: 0.6949 (0.7130)  loss_vfl_aux_3: 0.6690 (0.6969)  loss_vfl_aux_4: 0.6605 (0.6888)  loss_vfl_aux_5: 0.7480 (0.7733)  loss_vfl_dn_0: 0.4537 (0.4569)  loss_vfl_dn_1: 0.3991 (0.3926)  loss_vfl_dn_2: 0.3883 (0.3768)  loss_vfl_dn_3: 0.3805 (0.3692)  loss_vfl_dn_4: 0.3768 (0.3666)  loss_vfl_dn_5: 0.3756 (0.3658)  time: 0.4671  data: 0.0133  max mem: 5654
Epoch: [35]  [5900/7393]  eta: 0:11:58  lr: 0.000010  loss: 16.6078 (16.1887)  loss_bbox: 0.1496 (0.1575)  loss_bbox_aux_0: 0.1573 (0.1706)  loss_bbox_aux_1: 0.1503 (0.1622)  loss_bbox_aux_2: 0.1504 (0.1597)  loss_bbox_aux_3: 0.1496 (0.1579)  loss_bbox_aux_4: 0.1510 (0.1575)  loss_bbox_aux_5: 0.1846 (0.2088)  loss_bbox_dn_0: 0.2502 (0.2781)  loss_bbox_dn_1: 0.1870 (0.2090)  loss_bbox_dn_2: 0.1733 (0.1872)  loss_bbox_dn_3: 0.1686 (0.1803)  loss_bbox_dn_4: 0.1657 (0.1789)  loss_bbox_dn_5: 0.1658 (0.1789)  loss_giou: 0.5072 (0.4814)  loss_giou_aux_0: 0.5089 (0.5056)  loss_giou_aux_1: 0.4974 (0.4911)  loss_giou_aux_2: 0.4902 (0.4858)  loss_giou_aux_3: 0.5035 (0.4826)  loss_giou_aux_4: 0.5109 (0.4815)  loss_giou_aux_5: 0.5766 (0.5728)  loss_giou_dn_0: 0.5890 (0.5921)  loss_giou_dn_1: 0.4823 (0.4863)  loss_giou_dn_2: 0.4517 (0.4564)  loss_giou_dn_3: 0.4479 (0.4479)  loss_giou_dn_4: 0.4456 (0.4458)  loss_giou_dn_5: 0.4456 (0.4460)  loss_vfl: 0.6963 (0.6856)  loss_vfl_aux_0: 0.7734 (0.7948)  loss_vfl_aux_1: 0.7226 (0.7456)  loss_vfl_aux_2: 0.6805 (0.7133)  loss_vfl_aux_3: 0.6808 (0.6971)  loss_vfl_aux_4: 0.6845 (0.6891)  loss_vfl_aux_5: 0.7779 (0.7736)  loss_vfl_dn_0: 0.4503 (0.4569)  loss_vfl_dn_1: 0.3976 (0.3926)  loss_vfl_dn_2: 0.3814 (0.3768)  loss_vfl_dn_3: 0.3722 (0.3692)  loss_vfl_dn_4: 0.3720 (0.3666)  loss_vfl_dn_5: 0.3718 (0.3658)  time: 0.4792  data: 0.0142  max mem: 5654
Epoch: [35]  [6000/7393]  eta: 0:11:09  lr: 0.000010  loss: 16.5717 (16.1919)  loss_bbox: 0.1523 (0.1576)  loss_bbox_aux_0: 0.1712 (0.1706)  loss_bbox_aux_1: 0.1730 (0.1623)  loss_bbox_aux_2: 0.1603 (0.1598)  loss_bbox_aux_3: 0.1568 (0.1579)  loss_bbox_aux_4: 0.1512 (0.1575)  loss_bbox_aux_5: 0.2070 (0.2089)  loss_bbox_dn_0: 0.2801 (0.2783)  loss_bbox_dn_1: 0.2069 (0.2092)  loss_bbox_dn_2: 0.1887 (0.1873)  loss_bbox_dn_3: 0.1826 (0.1804)  loss_bbox_dn_4: 0.1833 (0.1790)  loss_bbox_dn_5: 0.1834 (0.1790)  loss_giou: 0.4580 (0.4816)  loss_giou_aux_0: 0.4651 (0.5058)  loss_giou_aux_1: 0.4629 (0.4912)  loss_giou_aux_2: 0.4574 (0.4859)  loss_giou_aux_3: 0.4648 (0.4827)  loss_giou_aux_4: 0.4635 (0.4816)  loss_giou_aux_5: 0.5507 (0.5729)  loss_giou_dn_0: 0.6104 (0.5922)  loss_giou_dn_1: 0.4986 (0.4864)  loss_giou_dn_2: 0.4665 (0.4565)  loss_giou_dn_3: 0.4551 (0.4480)  loss_giou_dn_4: 0.4546 (0.4459)  loss_giou_dn_5: 0.4556 (0.4461)  loss_vfl: 0.6696 (0.6856)  loss_vfl_aux_0: 0.7990 (0.7949)  loss_vfl_aux_1: 0.7479 (0.7456)  loss_vfl_aux_2: 0.7340 (0.7134)  loss_vfl_aux_3: 0.6852 (0.6972)  loss_vfl_aux_4: 0.6710 (0.6891)  loss_vfl_aux_5: 0.7820 (0.7737)  loss_vfl_dn_0: 0.4490 (0.4569)  loss_vfl_dn_1: 0.3904 (0.3926)  loss_vfl_dn_2: 0.3757 (0.3768)  loss_vfl_dn_3: 0.3646 (0.3692)  loss_vfl_dn_4: 0.3616 (0.3666)  loss_vfl_dn_5: 0.3603 (0.3658)  time: 0.4764  data: 0.0140  max mem: 5654
Epoch: [35]  [6100/7393]  eta: 0:10:21  lr: 0.000010  loss: 15.8997 (16.1871)  loss_bbox: 0.1472 (0.1575)  loss_bbox_aux_0: 0.1613 (0.1706)  loss_bbox_aux_1: 0.1514 (0.1622)  loss_bbox_aux_2: 0.1494 (0.1597)  loss_bbox_aux_3: 0.1453 (0.1579)  loss_bbox_aux_4: 0.1472 (0.1574)  loss_bbox_aux_5: 0.2021 (0.2088)  loss_bbox_dn_0: 0.2709 (0.2782)  loss_bbox_dn_1: 0.1949 (0.2091)  loss_bbox_dn_2: 0.1698 (0.1872)  loss_bbox_dn_3: 0.1648 (0.1804)  loss_bbox_dn_4: 0.1646 (0.1789)  loss_bbox_dn_5: 0.1647 (0.1789)  loss_giou: 0.4850 (0.4812)  loss_giou_aux_0: 0.5018 (0.5054)  loss_giou_aux_1: 0.4974 (0.4909)  loss_giou_aux_2: 0.4843 (0.4856)  loss_giou_aux_3: 0.4860 (0.4824)  loss_giou_aux_4: 0.4872 (0.4813)  loss_giou_aux_5: 0.5686 (0.5726)  loss_giou_dn_0: 0.5827 (0.5920)  loss_giou_dn_1: 0.4784 (0.4863)  loss_giou_dn_2: 0.4592 (0.4563)  loss_giou_dn_3: 0.4536 (0.4478)  loss_giou_dn_4: 0.4527 (0.4458)  loss_giou_dn_5: 0.4526 (0.4459)  loss_vfl: 0.6896 (0.6856)  loss_vfl_aux_0: 0.7880 (0.7948)  loss_vfl_aux_1: 0.7257 (0.7454)  loss_vfl_aux_2: 0.7117 (0.7134)  loss_vfl_aux_3: 0.6851 (0.6971)  loss_vfl_aux_4: 0.6880 (0.6890)  loss_vfl_aux_5: 0.7598 (0.7737)  loss_vfl_dn_0: 0.4579 (0.4568)  loss_vfl_dn_1: 0.3897 (0.3926)  loss_vfl_dn_2: 0.3717 (0.3768)  loss_vfl_dn_3: 0.3656 (0.3692)  loss_vfl_dn_4: 0.3658 (0.3665)  loss_vfl_dn_5: 0.3653 (0.3657)  time: 0.4928  data: 0.0141  max mem: 5654
Epoch: [35]  [6200/7393]  eta: 0:09:33  lr: 0.000010  loss: 16.5083 (16.1850)  loss_bbox: 0.1634 (0.1574)  loss_bbox_aux_0: 0.1673 (0.1705)  loss_bbox_aux_1: 0.1638 (0.1622)  loss_bbox_aux_2: 0.1616 (0.1596)  loss_bbox_aux_3: 0.1654 (0.1578)  loss_bbox_aux_4: 0.1645 (0.1574)  loss_bbox_aux_5: 0.1971 (0.2088)  loss_bbox_dn_0: 0.2655 (0.2782)  loss_bbox_dn_1: 0.1912 (0.2091)  loss_bbox_dn_2: 0.1705 (0.1872)  loss_bbox_dn_3: 0.1655 (0.1804)  loss_bbox_dn_4: 0.1646 (0.1789)  loss_bbox_dn_5: 0.1646 (0.1789)  loss_giou: 0.4771 (0.4810)  loss_giou_aux_0: 0.4880 (0.5051)  loss_giou_aux_1: 0.4848 (0.4907)  loss_giou_aux_2: 0.4816 (0.4853)  loss_giou_aux_3: 0.4814 (0.4821)  loss_giou_aux_4: 0.4760 (0.4811)  loss_giou_aux_5: 0.5577 (0.5724)  loss_giou_dn_0: 0.6151 (0.5919)  loss_giou_dn_1: 0.4978 (0.4862)  loss_giou_dn_2: 0.4649 (0.4563)  loss_giou_dn_3: 0.4540 (0.4477)  loss_giou_dn_4: 0.4526 (0.4457)  loss_giou_dn_5: 0.4526 (0.4458)  loss_vfl: 0.6832 (0.6857)  loss_vfl_aux_0: 0.7892 (0.7949)  loss_vfl_aux_1: 0.7502 (0.7455)  loss_vfl_aux_2: 0.7287 (0.7135)  loss_vfl_aux_3: 0.7153 (0.6972)  loss_vfl_aux_4: 0.6963 (0.6891)  loss_vfl_aux_5: 0.7753 (0.7737)  loss_vfl_dn_0: 0.4629 (0.4568)  loss_vfl_dn_1: 0.4006 (0.3926)  loss_vfl_dn_2: 0.3829 (0.3768)  loss_vfl_dn_3: 0.3749 (0.3692)  loss_vfl_dn_4: 0.3713 (0.3665)  loss_vfl_dn_5: 0.3706 (0.3657)  time: 0.4867  data: 0.0139  max mem: 5654
Epoch: [35]  [6300/7393]  eta: 0:08:45  lr: 0.000010  loss: 16.0711 (16.1842)  loss_bbox: 0.1570 (0.1575)  loss_bbox_aux_0: 0.1616 (0.1705)  loss_bbox_aux_1: 0.1601 (0.1623)  loss_bbox_aux_2: 0.1653 (0.1597)  loss_bbox_aux_3: 0.1583 (0.1579)  loss_bbox_aux_4: 0.1585 (0.1574)  loss_bbox_aux_5: 0.2092 (0.2088)  loss_bbox_dn_0: 0.2890 (0.2783)  loss_bbox_dn_1: 0.2147 (0.2091)  loss_bbox_dn_2: 0.1863 (0.1872)  loss_bbox_dn_3: 0.1782 (0.1804)  loss_bbox_dn_4: 0.1771 (0.1789)  loss_bbox_dn_5: 0.1770 (0.1790)  loss_giou: 0.4589 (0.4810)  loss_giou_aux_0: 0.4810 (0.5051)  loss_giou_aux_1: 0.4765 (0.4907)  loss_giou_aux_2: 0.4614 (0.4854)  loss_giou_aux_3: 0.4572 (0.4822)  loss_giou_aux_4: 0.4568 (0.4811)  loss_giou_aux_5: 0.5449 (0.5724)  loss_giou_dn_0: 0.5587 (0.5918)  loss_giou_dn_1: 0.4595 (0.4861)  loss_giou_dn_2: 0.4323 (0.4562)  loss_giou_dn_3: 0.4258 (0.4477)  loss_giou_dn_4: 0.4237 (0.4456)  loss_giou_dn_5: 0.4236 (0.4458)  loss_vfl: 0.6635 (0.6857)  loss_vfl_aux_0: 0.7558 (0.7948)  loss_vfl_aux_1: 0.7182 (0.7454)  loss_vfl_aux_2: 0.6895 (0.7133)  loss_vfl_aux_3: 0.6701 (0.6971)  loss_vfl_aux_4: 0.6641 (0.6891)  loss_vfl_aux_5: 0.7477 (0.7736)  loss_vfl_dn_0: 0.4461 (0.4568)  loss_vfl_dn_1: 0.3823 (0.3925)  loss_vfl_dn_2: 0.3669 (0.3767)  loss_vfl_dn_3: 0.3602 (0.3691)  loss_vfl_dn_4: 0.3554 (0.3665)  loss_vfl_dn_5: 0.3562 (0.3656)  time: 0.4750  data: 0.0141  max mem: 5654
Epoch: [35]  [6400/7393]  eta: 0:07:57  lr: 0.000010  loss: 16.4201 (16.1871)  loss_bbox: 0.1556 (0.1574)  loss_bbox_aux_0: 0.1661 (0.1705)  loss_bbox_aux_1: 0.1630 (0.1622)  loss_bbox_aux_2: 0.1545 (0.1597)  loss_bbox_aux_3: 0.1575 (0.1579)  loss_bbox_aux_4: 0.1556 (0.1574)  loss_bbox_aux_5: 0.2037 (0.2088)  loss_bbox_dn_0: 0.2465 (0.2781)  loss_bbox_dn_1: 0.1896 (0.2090)  loss_bbox_dn_2: 0.1665 (0.1872)  loss_bbox_dn_3: 0.1635 (0.1803)  loss_bbox_dn_4: 0.1601 (0.1789)  loss_bbox_dn_5: 0.1601 (0.1789)  loss_giou: 0.4784 (0.4812)  loss_giou_aux_0: 0.5169 (0.5054)  loss_giou_aux_1: 0.4873 (0.4910)  loss_giou_aux_2: 0.4744 (0.4856)  loss_giou_aux_3: 0.4760 (0.4824)  loss_giou_aux_4: 0.4781 (0.4813)  loss_giou_aux_5: 0.5804 (0.5726)  loss_giou_dn_0: 0.6240 (0.5920)  loss_giou_dn_1: 0.5055 (0.4863)  loss_giou_dn_2: 0.4749 (0.4564)  loss_giou_dn_3: 0.4671 (0.4479)  loss_giou_dn_4: 0.4640 (0.4458)  loss_giou_dn_5: 0.4642 (0.4460)  loss_vfl: 0.6704 (0.6859)  loss_vfl_aux_0: 0.8202 (0.7947)  loss_vfl_aux_1: 0.7365 (0.7454)  loss_vfl_aux_2: 0.7049 (0.7134)  loss_vfl_aux_3: 0.6945 (0.6972)  loss_vfl_aux_4: 0.6780 (0.6892)  loss_vfl_aux_5: 0.7483 (0.7735)  loss_vfl_dn_0: 0.4589 (0.4568)  loss_vfl_dn_1: 0.3969 (0.3926)  loss_vfl_dn_2: 0.3826 (0.3768)  loss_vfl_dn_3: 0.3757 (0.3692)  loss_vfl_dn_4: 0.3749 (0.3665)  loss_vfl_dn_5: 0.3736 (0.3657)  time: 0.4823  data: 0.0137  max mem: 5654
Epoch: [35]  [6500/7393]  eta: 0:07:09  lr: 0.000010  loss: 16.0665 (16.1888)  loss_bbox: 0.1465 (0.1574)  loss_bbox_aux_0: 0.1639 (0.1705)  loss_bbox_aux_1: 0.1514 (0.1623)  loss_bbox_aux_2: 0.1452 (0.1597)  loss_bbox_aux_3: 0.1486 (0.1578)  loss_bbox_aux_4: 0.1478 (0.1574)  loss_bbox_aux_5: 0.1925 (0.2088)  loss_bbox_dn_0: 0.2418 (0.2781)  loss_bbox_dn_1: 0.1870 (0.2090)  loss_bbox_dn_2: 0.1761 (0.1872)  loss_bbox_dn_3: 0.1690 (0.1804)  loss_bbox_dn_4: 0.1640 (0.1789)  loss_bbox_dn_5: 0.1640 (0.1789)  loss_giou: 0.4724 (0.4813)  loss_giou_aux_0: 0.4824 (0.5055)  loss_giou_aux_1: 0.4777 (0.4911)  loss_giou_aux_2: 0.4474 (0.4857)  loss_giou_aux_3: 0.4767 (0.4825)  loss_giou_aux_4: 0.4765 (0.4814)  loss_giou_aux_5: 0.5369 (0.5727)  loss_giou_dn_0: 0.5967 (0.5920)  loss_giou_dn_1: 0.4994 (0.4863)  loss_giou_dn_2: 0.4694 (0.4564)  loss_giou_dn_3: 0.4609 (0.4479)  loss_giou_dn_4: 0.4591 (0.4459)  loss_giou_dn_5: 0.4591 (0.4460)  loss_vfl: 0.6798 (0.6860)  loss_vfl_aux_0: 0.7858 (0.7947)  loss_vfl_aux_1: 0.7492 (0.7454)  loss_vfl_aux_2: 0.7274 (0.7134)  loss_vfl_aux_3: 0.6823 (0.6974)  loss_vfl_aux_4: 0.6752 (0.6894)  loss_vfl_aux_5: 0.7990 (0.7737)  loss_vfl_dn_0: 0.4545 (0.4568)  loss_vfl_dn_1: 0.3943 (0.3926)  loss_vfl_dn_2: 0.3813 (0.3768)  loss_vfl_dn_3: 0.3747 (0.3692)  loss_vfl_dn_4: 0.3729 (0.3665)  loss_vfl_dn_5: 0.3729 (0.3657)  time: 0.4686  data: 0.0142  max mem: 5654
Epoch: [35]  [6600/7393]  eta: 0:06:21  lr: 0.000010  loss: 15.9923 (16.1921)  loss_bbox: 0.1716 (0.1575)  loss_bbox_aux_0: 0.1810 (0.1707)  loss_bbox_aux_1: 0.1800 (0.1623)  loss_bbox_aux_2: 0.1752 (0.1598)  loss_bbox_aux_3: 0.1698 (0.1579)  loss_bbox_aux_4: 0.1709 (0.1575)  loss_bbox_aux_5: 0.2177 (0.2089)  loss_bbox_dn_0: 0.2773 (0.2783)  loss_bbox_dn_1: 0.2158 (0.2092)  loss_bbox_dn_2: 0.2023 (0.1873)  loss_bbox_dn_3: 0.1897 (0.1805)  loss_bbox_dn_4: 0.1872 (0.1791)  loss_bbox_dn_5: 0.1872 (0.1791)  loss_giou: 0.4789 (0.4814)  loss_giou_aux_0: 0.5018 (0.5056)  loss_giou_aux_1: 0.5026 (0.4912)  loss_giou_aux_2: 0.4932 (0.4859)  loss_giou_aux_3: 0.4740 (0.4826)  loss_giou_aux_4: 0.4785 (0.4815)  loss_giou_aux_5: 0.5527 (0.5727)  loss_giou_dn_0: 0.6033 (0.5921)  loss_giou_dn_1: 0.4838 (0.4864)  loss_giou_dn_2: 0.4492 (0.4565)  loss_giou_dn_3: 0.4353 (0.4480)  loss_giou_dn_4: 0.4321 (0.4460)  loss_giou_dn_5: 0.4328 (0.4461)  loss_vfl: 0.6783 (0.6861)  loss_vfl_aux_0: 0.7825 (0.7947)  loss_vfl_aux_1: 0.7410 (0.7454)  loss_vfl_aux_2: 0.6795 (0.7135)  loss_vfl_aux_3: 0.6643 (0.6974)  loss_vfl_aux_4: 0.6595 (0.6895)  loss_vfl_aux_5: 0.7964 (0.7738)  loss_vfl_dn_0: 0.4547 (0.4568)  loss_vfl_dn_1: 0.3923 (0.3926)  loss_vfl_dn_2: 0.3755 (0.3768)  loss_vfl_dn_3: 0.3671 (0.3692)  loss_vfl_dn_4: 0.3650 (0.3666)  loss_vfl_dn_5: 0.3640 (0.3658)  time: 0.4705  data: 0.0139  max mem: 5654
Epoch: [35]  [6700/7393]  eta: 0:05:33  lr: 0.000010  loss: 16.7286 (16.1939)  loss_bbox: 0.1454 (0.1575)  loss_bbox_aux_0: 0.1698 (0.1706)  loss_bbox_aux_1: 0.1585 (0.1623)  loss_bbox_aux_2: 0.1580 (0.1598)  loss_bbox_aux_3: 0.1529 (0.1579)  loss_bbox_aux_4: 0.1528 (0.1575)  loss_bbox_aux_5: 0.2088 (0.2088)  loss_bbox_dn_0: 0.3101 (0.2783)  loss_bbox_dn_1: 0.2333 (0.2091)  loss_bbox_dn_2: 0.2108 (0.1873)  loss_bbox_dn_3: 0.2041 (0.1805)  loss_bbox_dn_4: 0.2009 (0.1790)  loss_bbox_dn_5: 0.2007 (0.1790)  loss_giou: 0.5180 (0.4816)  loss_giou_aux_0: 0.5551 (0.5058)  loss_giou_aux_1: 0.5318 (0.4914)  loss_giou_aux_2: 0.5272 (0.4861)  loss_giou_aux_3: 0.5209 (0.4828)  loss_giou_aux_4: 0.5231 (0.4818)  loss_giou_aux_5: 0.6216 (0.5729)  loss_giou_dn_0: 0.6142 (0.5921)  loss_giou_dn_1: 0.5132 (0.4864)  loss_giou_dn_2: 0.4817 (0.4566)  loss_giou_dn_3: 0.4753 (0.4481)  loss_giou_dn_4: 0.4733 (0.4460)  loss_giou_dn_5: 0.4729 (0.4462)  loss_vfl: 0.6931 (0.6861)  loss_vfl_aux_0: 0.7898 (0.7947)  loss_vfl_aux_1: 0.7512 (0.7455)  loss_vfl_aux_2: 0.7180 (0.7135)  loss_vfl_aux_3: 0.7047 (0.6974)  loss_vfl_aux_4: 0.6934 (0.6894)  loss_vfl_aux_5: 0.7822 (0.7739)  loss_vfl_dn_0: 0.4610 (0.4568)  loss_vfl_dn_1: 0.4019 (0.3926)  loss_vfl_dn_2: 0.3875 (0.3768)  loss_vfl_dn_3: 0.3825 (0.3692)  loss_vfl_dn_4: 0.3817 (0.3666)  loss_vfl_dn_5: 0.3810 (0.3658)  time: 0.4739  data: 0.0141  max mem: 5654
Epoch: [35]  [6800/7393]  eta: 0:04:45  lr: 0.000010  loss: 16.3637 (16.1914)  loss_bbox: 0.1331 (0.1574)  loss_bbox_aux_0: 0.1478 (0.1706)  loss_bbox_aux_1: 0.1395 (0.1622)  loss_bbox_aux_2: 0.1389 (0.1596)  loss_bbox_aux_3: 0.1394 (0.1578)  loss_bbox_aux_4: 0.1336 (0.1574)  loss_bbox_aux_5: 0.1808 (0.2087)  loss_bbox_dn_0: 0.2315 (0.2781)  loss_bbox_dn_1: 0.1778 (0.2090)  loss_bbox_dn_2: 0.1585 (0.1872)  loss_bbox_dn_3: 0.1532 (0.1803)  loss_bbox_dn_4: 0.1522 (0.1789)  loss_bbox_dn_5: 0.1523 (0.1789)  loss_giou: 0.4736 (0.4815)  loss_giou_aux_0: 0.5123 (0.5058)  loss_giou_aux_1: 0.4887 (0.4913)  loss_giou_aux_2: 0.4857 (0.4860)  loss_giou_aux_3: 0.4776 (0.4827)  loss_giou_aux_4: 0.4736 (0.4816)  loss_giou_aux_5: 0.5819 (0.5729)  loss_giou_dn_0: 0.5941 (0.5921)  loss_giou_dn_1: 0.4941 (0.4864)  loss_giou_dn_2: 0.4660 (0.4565)  loss_giou_dn_3: 0.4605 (0.4481)  loss_giou_dn_4: 0.4597 (0.4460)  loss_giou_dn_5: 0.4599 (0.4462)  loss_vfl: 0.6973 (0.6861)  loss_vfl_aux_0: 0.8159 (0.7946)  loss_vfl_aux_1: 0.7600 (0.7453)  loss_vfl_aux_2: 0.7187 (0.7134)  loss_vfl_aux_3: 0.7137 (0.6974)  loss_vfl_aux_4: 0.7026 (0.6895)  loss_vfl_aux_5: 0.7657 (0.7740)  loss_vfl_dn_0: 0.4567 (0.4568)  loss_vfl_dn_1: 0.3958 (0.3926)  loss_vfl_dn_2: 0.3791 (0.3768)  loss_vfl_dn_3: 0.3751 (0.3692)  loss_vfl_dn_4: 0.3736 (0.3666)  loss_vfl_dn_5: 0.3729 (0.3658)  time: 0.7440  data: 0.0142  max mem: 5654
Epoch: [35]  [6900/7393]  eta: 0:03:57  lr: 0.000010  loss: 16.0891 (16.1898)  loss_bbox: 0.1515 (0.1573)  loss_bbox_aux_0: 0.1597 (0.1705)  loss_bbox_aux_1: 0.1492 (0.1622)  loss_bbox_aux_2: 0.1513 (0.1596)  loss_bbox_aux_3: 0.1537 (0.1578)  loss_bbox_aux_4: 0.1510 (0.1573)  loss_bbox_aux_5: 0.1880 (0.2086)  loss_bbox_dn_0: 0.2486 (0.2780)  loss_bbox_dn_1: 0.1838 (0.2089)  loss_bbox_dn_2: 0.1683 (0.1871)  loss_bbox_dn_3: 0.1600 (0.1803)  loss_bbox_dn_4: 0.1576 (0.1788)  loss_bbox_dn_5: 0.1574 (0.1788)  loss_giou: 0.4736 (0.4815)  loss_giou_aux_0: 0.4946 (0.5057)  loss_giou_aux_1: 0.4868 (0.4913)  loss_giou_aux_2: 0.4755 (0.4859)  loss_giou_aux_3: 0.4743 (0.4827)  loss_giou_aux_4: 0.4717 (0.4816)  loss_giou_aux_5: 0.5626 (0.5728)  loss_giou_dn_0: 0.5985 (0.5921)  loss_giou_dn_1: 0.5010 (0.4864)  loss_giou_dn_2: 0.4747 (0.4565)  loss_giou_dn_3: 0.4694 (0.4480)  loss_giou_dn_4: 0.4675 (0.4460)  loss_giou_dn_5: 0.4678 (0.4461)  loss_vfl: 0.6954 (0.6862)  loss_vfl_aux_0: 0.7940 (0.7946)  loss_vfl_aux_1: 0.7309 (0.7453)  loss_vfl_aux_2: 0.7271 (0.7134)  loss_vfl_aux_3: 0.6902 (0.6975)  loss_vfl_aux_4: 0.6972 (0.6896)  loss_vfl_aux_5: 0.7785 (0.7739)  loss_vfl_dn_0: 0.4551 (0.4568)  loss_vfl_dn_1: 0.3962 (0.3925)  loss_vfl_dn_2: 0.3809 (0.3768)  loss_vfl_dn_3: 0.3729 (0.3692)  loss_vfl_dn_4: 0.3698 (0.3666)  loss_vfl_dn_5: 0.3702 (0.3658)  time: 0.4647  data: 0.0138  max mem: 5654
Epoch: [35]  [7000/7393]  eta: 0:03:09  lr: 0.000010  loss: 15.9914 (16.1879)  loss_bbox: 0.1397 (0.1573)  loss_bbox_aux_0: 0.1625 (0.1705)  loss_bbox_aux_1: 0.1566 (0.1622)  loss_bbox_aux_2: 0.1489 (0.1596)  loss_bbox_aux_3: 0.1439 (0.1578)  loss_bbox_aux_4: 0.1442 (0.1573)  loss_bbox_aux_5: 0.1999 (0.2087)  loss_bbox_dn_0: 0.2721 (0.2780)  loss_bbox_dn_1: 0.2083 (0.2089)  loss_bbox_dn_2: 0.1908 (0.1871)  loss_bbox_dn_3: 0.1819 (0.1803)  loss_bbox_dn_4: 0.1807 (0.1788)  loss_bbox_dn_5: 0.1807 (0.1788)  loss_giou: 0.4659 (0.4813)  loss_giou_aux_0: 0.4785 (0.5056)  loss_giou_aux_1: 0.4721 (0.4912)  loss_giou_aux_2: 0.4624 (0.4858)  loss_giou_aux_3: 0.4677 (0.4825)  loss_giou_aux_4: 0.4644 (0.4814)  loss_giou_aux_5: 0.5457 (0.5726)  loss_giou_dn_0: 0.5830 (0.5919)  loss_giou_dn_1: 0.4790 (0.4863)  loss_giou_dn_2: 0.4430 (0.4564)  loss_giou_dn_3: 0.4439 (0.4479)  loss_giou_dn_4: 0.4421 (0.4459)  loss_giou_dn_5: 0.4419 (0.4460)  loss_vfl: 0.6866 (0.6862)  loss_vfl_aux_0: 0.7934 (0.7946)  loss_vfl_aux_1: 0.7388 (0.7452)  loss_vfl_aux_2: 0.7325 (0.7134)  loss_vfl_aux_3: 0.6943 (0.6974)  loss_vfl_aux_4: 0.6983 (0.6895)  loss_vfl_aux_5: 0.7686 (0.7740)  loss_vfl_dn_0: 0.4491 (0.4568)  loss_vfl_dn_1: 0.3922 (0.3925)  loss_vfl_dn_2: 0.3750 (0.3768)  loss_vfl_dn_3: 0.3667 (0.3692)  loss_vfl_dn_4: 0.3658 (0.3665)  loss_vfl_dn_5: 0.3639 (0.3657)  time: 0.4875  data: 0.0139  max mem: 5654
Epoch: [35]  [7100/7393]  eta: 0:02:21  lr: 0.000010  loss: 16.3121 (16.1869)  loss_bbox: 0.1372 (0.1573)  loss_bbox_aux_0: 0.1566 (0.1705)  loss_bbox_aux_1: 0.1489 (0.1622)  loss_bbox_aux_2: 0.1403 (0.1596)  loss_bbox_aux_3: 0.1389 (0.1577)  loss_bbox_aux_4: 0.1373 (0.1573)  loss_bbox_aux_5: 0.1898 (0.2087)  loss_bbox_dn_0: 0.2359 (0.2779)  loss_bbox_dn_1: 0.1801 (0.2088)  loss_bbox_dn_2: 0.1636 (0.1871)  loss_bbox_dn_3: 0.1563 (0.1803)  loss_bbox_dn_4: 0.1556 (0.1788)  loss_bbox_dn_5: 0.1556 (0.1788)  loss_giou: 0.4707 (0.4813)  loss_giou_aux_0: 0.5060 (0.5055)  loss_giou_aux_1: 0.4769 (0.4912)  loss_giou_aux_2: 0.4800 (0.4858)  loss_giou_aux_3: 0.4660 (0.4825)  loss_giou_aux_4: 0.4705 (0.4814)  loss_giou_aux_5: 0.5726 (0.5726)  loss_giou_dn_0: 0.5846 (0.5919)  loss_giou_dn_1: 0.4632 (0.4862)  loss_giou_dn_2: 0.4282 (0.4564)  loss_giou_dn_3: 0.4170 (0.4479)  loss_giou_dn_4: 0.4135 (0.4458)  loss_giou_dn_5: 0.4137 (0.4460)  loss_vfl: 0.6741 (0.6862)  loss_vfl_aux_0: 0.7739 (0.7946)  loss_vfl_aux_1: 0.7311 (0.7451)  loss_vfl_aux_2: 0.7059 (0.7134)  loss_vfl_aux_3: 0.7129 (0.6974)  loss_vfl_aux_4: 0.6686 (0.6895)  loss_vfl_aux_5: 0.7541 (0.7740)  loss_vfl_dn_0: 0.4533 (0.4567)  loss_vfl_dn_1: 0.3924 (0.3925)  loss_vfl_dn_2: 0.3749 (0.3767)  loss_vfl_dn_3: 0.3690 (0.3691)  loss_vfl_dn_4: 0.3680 (0.3665)  loss_vfl_dn_5: 0.3655 (0.3657)  time: 0.4984  data: 0.0141  max mem: 5654
Epoch: [35]  [7200/7393]  eta: 0:01:32  lr: 0.000010  loss: 16.4250 (16.1907)  loss_bbox: 0.1574 (0.1573)  loss_bbox_aux_0: 0.1724 (0.1706)  loss_bbox_aux_1: 0.1660 (0.1622)  loss_bbox_aux_2: 0.1694 (0.1596)  loss_bbox_aux_3: 0.1632 (0.1578)  loss_bbox_aux_4: 0.1580 (0.1573)  loss_bbox_aux_5: 0.2136 (0.2087)  loss_bbox_dn_0: 0.2531 (0.2779)  loss_bbox_dn_1: 0.1901 (0.2088)  loss_bbox_dn_2: 0.1614 (0.1871)  loss_bbox_dn_3: 0.1594 (0.1802)  loss_bbox_dn_4: 0.1618 (0.1788)  loss_bbox_dn_5: 0.1619 (0.1788)  loss_giou: 0.5045 (0.4814)  loss_giou_aux_0: 0.5254 (0.5057)  loss_giou_aux_1: 0.5179 (0.4914)  loss_giou_aux_2: 0.5184 (0.4860)  loss_giou_aux_3: 0.5081 (0.4827)  loss_giou_aux_4: 0.5038 (0.4816)  loss_giou_aux_5: 0.5838 (0.5727)  loss_giou_dn_0: 0.6076 (0.5920)  loss_giou_dn_1: 0.5036 (0.4864)  loss_giou_dn_2: 0.4684 (0.4565)  loss_giou_dn_3: 0.4635 (0.4480)  loss_giou_dn_4: 0.4647 (0.4460)  loss_giou_dn_5: 0.4652 (0.4462)  loss_vfl: 0.6731 (0.6863)  loss_vfl_aux_0: 0.7971 (0.7947)  loss_vfl_aux_1: 0.7379 (0.7452)  loss_vfl_aux_2: 0.7060 (0.7135)  loss_vfl_aux_3: 0.6887 (0.6976)  loss_vfl_aux_4: 0.6729 (0.6897)  loss_vfl_aux_5: 0.7666 (0.7742)  loss_vfl_dn_0: 0.4559 (0.4568)  loss_vfl_dn_1: 0.4013 (0.3925)  loss_vfl_dn_2: 0.3842 (0.3768)  loss_vfl_dn_3: 0.3765 (0.3692)  loss_vfl_dn_4: 0.3732 (0.3666)  loss_vfl_dn_5: 0.3740 (0.3657)  time: 0.4727  data: 0.0137  max mem: 5654
Epoch: [35]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 16.4591 (16.1916)  loss_bbox: 0.1468 (0.1573)  loss_bbox_aux_0: 0.1644 (0.1706)  loss_bbox_aux_1: 0.1511 (0.1622)  loss_bbox_aux_2: 0.1481 (0.1596)  loss_bbox_aux_3: 0.1483 (0.1578)  loss_bbox_aux_4: 0.1509 (0.1573)  loss_bbox_aux_5: 0.1950 (0.2087)  loss_bbox_dn_0: 0.2572 (0.2780)  loss_bbox_dn_1: 0.1908 (0.2089)  loss_bbox_dn_2: 0.1737 (0.1871)  loss_bbox_dn_3: 0.1691 (0.1803)  loss_bbox_dn_4: 0.1679 (0.1788)  loss_bbox_dn_5: 0.1677 (0.1788)  loss_giou: 0.5395 (0.4816)  loss_giou_aux_0: 0.5602 (0.5058)  loss_giou_aux_1: 0.5431 (0.4914)  loss_giou_aux_2: 0.5390 (0.4861)  loss_giou_aux_3: 0.5403 (0.4828)  loss_giou_aux_4: 0.5329 (0.4817)  loss_giou_aux_5: 0.6277 (0.5728)  loss_giou_dn_0: 0.6255 (0.5921)  loss_giou_dn_1: 0.5127 (0.4865)  loss_giou_dn_2: 0.4827 (0.4566)  loss_giou_dn_3: 0.4755 (0.4482)  loss_giou_dn_4: 0.4731 (0.4461)  loss_giou_dn_5: 0.4739 (0.4463)  loss_vfl: 0.6421 (0.6862)  loss_vfl_aux_0: 0.7612 (0.7946)  loss_vfl_aux_1: 0.7124 (0.7451)  loss_vfl_aux_2: 0.7036 (0.7134)  loss_vfl_aux_3: 0.6712 (0.6975)  loss_vfl_aux_4: 0.6681 (0.6896)  loss_vfl_aux_5: 0.7429 (0.7742)  loss_vfl_dn_0: 0.4541 (0.4568)  loss_vfl_dn_1: 0.3945 (0.3925)  loss_vfl_dn_2: 0.3726 (0.3768)  loss_vfl_dn_3: 0.3635 (0.3692)  loss_vfl_dn_4: 0.3623 (0.3666)  loss_vfl_dn_5: 0.3621 (0.3657)  time: 0.4796  data: 0.0147  max mem: 5654
Epoch: [35]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.8419 (16.1920)  loss_bbox: 0.1623 (0.1574)  loss_bbox_aux_0: 0.1726 (0.1706)  loss_bbox_aux_1: 0.1624 (0.1622)  loss_bbox_aux_2: 0.1628 (0.1597)  loss_bbox_aux_3: 0.1604 (0.1578)  loss_bbox_aux_4: 0.1623 (0.1574)  loss_bbox_aux_5: 0.2044 (0.2087)  loss_bbox_dn_0: 0.2705 (0.2780)  loss_bbox_dn_1: 0.2052 (0.2088)  loss_bbox_dn_2: 0.1730 (0.1871)  loss_bbox_dn_3: 0.1664 (0.1803)  loss_bbox_dn_4: 0.1648 (0.1788)  loss_bbox_dn_5: 0.1647 (0.1788)  loss_giou: 0.4183 (0.4816)  loss_giou_aux_0: 0.4221 (0.5059)  loss_giou_aux_1: 0.4296 (0.4915)  loss_giou_aux_2: 0.4218 (0.4862)  loss_giou_aux_3: 0.4215 (0.4829)  loss_giou_aux_4: 0.4163 (0.4818)  loss_giou_aux_5: 0.5155 (0.5729)  loss_giou_dn_0: 0.5550 (0.5922)  loss_giou_dn_1: 0.4475 (0.4865)  loss_giou_dn_2: 0.4214 (0.4566)  loss_giou_dn_3: 0.4186 (0.4482)  loss_giou_dn_4: 0.4180 (0.4461)  loss_giou_dn_5: 0.4181 (0.4463)  loss_vfl: 0.6787 (0.6863)  loss_vfl_aux_0: 0.7839 (0.7945)  loss_vfl_aux_1: 0.7259 (0.7451)  loss_vfl_aux_2: 0.6968 (0.7133)  loss_vfl_aux_3: 0.6937 (0.6975)  loss_vfl_aux_4: 0.6886 (0.6896)  loss_vfl_aux_5: 0.7870 (0.7742)  loss_vfl_dn_0: 0.4526 (0.4567)  loss_vfl_dn_1: 0.3879 (0.3925)  loss_vfl_dn_2: 0.3644 (0.3767)  loss_vfl_dn_3: 0.3566 (0.3692)  loss_vfl_dn_4: 0.3554 (0.3665)  loss_vfl_dn_5: 0.3568 (0.3657)  time: 0.4695  data: 0.0142  max mem: 5654
Epoch: [35] Total time: 0:59:20 (0.4816 s / it)
Averaged stats: lr: 0.000010  loss: 15.8419 (16.1920)  loss_bbox: 0.1623 (0.1574)  loss_bbox_aux_0: 0.1726 (0.1706)  loss_bbox_aux_1: 0.1624 (0.1622)  loss_bbox_aux_2: 0.1628 (0.1597)  loss_bbox_aux_3: 0.1604 (0.1578)  loss_bbox_aux_4: 0.1623 (0.1574)  loss_bbox_aux_5: 0.2044 (0.2087)  loss_bbox_dn_0: 0.2705 (0.2780)  loss_bbox_dn_1: 0.2052 (0.2088)  loss_bbox_dn_2: 0.1730 (0.1871)  loss_bbox_dn_3: 0.1664 (0.1803)  loss_bbox_dn_4: 0.1648 (0.1788)  loss_bbox_dn_5: 0.1647 (0.1788)  loss_giou: 0.4183 (0.4816)  loss_giou_aux_0: 0.4221 (0.5059)  loss_giou_aux_1: 0.4296 (0.4915)  loss_giou_aux_2: 0.4218 (0.4862)  loss_giou_aux_3: 0.4215 (0.4829)  loss_giou_aux_4: 0.4163 (0.4818)  loss_giou_aux_5: 0.5155 (0.5729)  loss_giou_dn_0: 0.5550 (0.5922)  loss_giou_dn_1: 0.4475 (0.4865)  loss_giou_dn_2: 0.4214 (0.4566)  loss_giou_dn_3: 0.4186 (0.4482)  loss_giou_dn_4: 0.4180 (0.4461)  loss_giou_dn_5: 0.4181 (0.4463)  loss_vfl: 0.6787 (0.6863)  loss_vfl_aux_0: 0.7839 (0.7945)  loss_vfl_aux_1: 0.7259 (0.7451)  loss_vfl_aux_2: 0.6968 (0.7133)  loss_vfl_aux_3: 0.6937 (0.6975)  loss_vfl_aux_4: 0.6886 (0.6896)  loss_vfl_aux_5: 0.7870 (0.7742)  loss_vfl_dn_0: 0.4526 (0.4567)  loss_vfl_dn_1: 0.3879 (0.3925)  loss_vfl_dn_2: 0.3644 (0.3767)  loss_vfl_dn_3: 0.3566 (0.3692)  loss_vfl_dn_4: 0.3554 (0.3665)  loss_vfl_dn_5: 0.3568 (0.3657)
Test:  [  0/157]  eta: 0:04:25    time: 1.6881  data: 1.2573  max mem: 5654
Test:  [ 10/157]  eta: 0:01:14    time: 0.5092  data: 0.1365  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3912  data: 0.0253  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3960  data: 0.0261  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3974  data: 0.0260  max mem: 5654
Test:  [ 50/157]  eta: 0:00:45    time: 0.3987  data: 0.0269  max mem: 5654
Test:  [ 60/157]  eta: 0:00:40    time: 0.4034  data: 0.0273  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.6973  data: 0.0260  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.6931  data: 0.0254  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3934  data: 0.0257  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3862  data: 0.0257  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3884  data: 0.0255  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3867  data: 0.0255  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3842  data: 0.0257  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3841  data: 0.0263  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3689  data: 0.0260  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3567  data: 0.0252  max mem: 5654
Test: Total time: 0:01:08 (0.4374 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.11s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.521
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.702
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.563
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.342
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.565
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.702
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.649
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.718
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.536
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.765
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
best_stat:  {'epoch': 35, 'coco_eval_bbox': 0.521268399674049}
Epoch: [36]  [   0/7393]  eta: 13:36:46  lr: 0.000010  loss: 15.9792 (15.9792)  loss_bbox: 0.2480 (0.2480)  loss_bbox_aux_0: 0.1732 (0.1732)  loss_bbox_aux_1: 0.1809 (0.1809)  loss_bbox_aux_2: 0.1855 (0.1855)  loss_bbox_aux_3: 0.2498 (0.2498)  loss_bbox_aux_4: 0.2500 (0.2500)  loss_bbox_aux_5: 0.2169 (0.2169)  loss_bbox_dn_0: 0.3746 (0.3746)  loss_bbox_dn_1: 0.2441 (0.2441)  loss_bbox_dn_2: 0.2107 (0.2107)  loss_bbox_dn_3: 0.2035 (0.2035)  loss_bbox_dn_4: 0.2031 (0.2031)  loss_bbox_dn_5: 0.2031 (0.2031)  loss_giou: 0.4322 (0.4322)  loss_giou_aux_0: 0.4068 (0.4068)  loss_giou_aux_1: 0.4049 (0.4049)  loss_giou_aux_2: 0.4144 (0.4144)  loss_giou_aux_3: 0.4349 (0.4349)  loss_giou_aux_4: 0.4351 (0.4351)  loss_giou_aux_5: 0.4750 (0.4750)  loss_giou_dn_0: 0.5079 (0.5079)  loss_giou_dn_1: 0.3956 (0.3956)  loss_giou_dn_2: 0.3581 (0.3581)  loss_giou_dn_3: 0.3527 (0.3527)  loss_giou_dn_4: 0.3515 (0.3515)  loss_giou_dn_5: 0.3514 (0.3514)  loss_vfl: 0.6877 (0.6877)  loss_vfl_aux_0: 0.9025 (0.9025)  loss_vfl_aux_1: 0.8142 (0.8142)  loss_vfl_aux_2: 0.7476 (0.7476)  loss_vfl_aux_3: 0.6875 (0.6875)  loss_vfl_aux_4: 0.6642 (0.6642)  loss_vfl_aux_5: 0.8485 (0.8485)  loss_vfl_dn_0: 0.5033 (0.5033)  loss_vfl_dn_1: 0.3974 (0.3974)  loss_vfl_dn_2: 0.3755 (0.3755)  loss_vfl_dn_3: 0.3644 (0.3644)  loss_vfl_dn_4: 0.3619 (0.3619)  loss_vfl_dn_5: 0.3609 (0.3609)  time: 6.6287  data: 2.8443  max mem: 5654
Epoch: [36]  [ 100/7393]  eta: 1:06:39  lr: 0.000010  loss: 16.2807 (16.1170)  loss_bbox: 0.1622 (0.1594)  loss_bbox_aux_0: 0.1854 (0.1744)  loss_bbox_aux_1: 0.1643 (0.1648)  loss_bbox_aux_2: 0.1751 (0.1619)  loss_bbox_aux_3: 0.1601 (0.1599)  loss_bbox_aux_4: 0.1603 (0.1598)  loss_bbox_aux_5: 0.2179 (0.2124)  loss_bbox_dn_0: 0.2541 (0.2809)  loss_bbox_dn_1: 0.1911 (0.2104)  loss_bbox_dn_2: 0.1722 (0.1878)  loss_bbox_dn_3: 0.1682 (0.1803)  loss_bbox_dn_4: 0.1643 (0.1790)  loss_bbox_dn_5: 0.1644 (0.1791)  loss_giou: 0.4933 (0.4762)  loss_giou_aux_0: 0.5618 (0.5016)  loss_giou_aux_1: 0.5226 (0.4862)  loss_giou_aux_2: 0.5006 (0.4813)  loss_giou_aux_3: 0.4901 (0.4771)  loss_giou_aux_4: 0.4857 (0.4763)  loss_giou_aux_5: 0.6313 (0.5673)  loss_giou_dn_0: 0.6112 (0.5912)  loss_giou_dn_1: 0.5019 (0.4851)  loss_giou_dn_2: 0.4788 (0.4540)  loss_giou_dn_3: 0.4688 (0.4446)  loss_giou_dn_4: 0.4644 (0.4428)  loss_giou_dn_5: 0.4643 (0.4430)  loss_vfl: 0.6478 (0.6801)  loss_vfl_aux_0: 0.7446 (0.7898)  loss_vfl_aux_1: 0.7088 (0.7390)  loss_vfl_aux_2: 0.6735 (0.7090)  loss_vfl_aux_3: 0.6587 (0.6915)  loss_vfl_aux_4: 0.6568 (0.6831)  loss_vfl_aux_5: 0.7187 (0.7642)  loss_vfl_dn_0: 0.4542 (0.4563)  loss_vfl_dn_1: 0.3958 (0.3927)  loss_vfl_dn_2: 0.3787 (0.3759)  loss_vfl_dn_3: 0.3709 (0.3681)  loss_vfl_dn_4: 0.3684 (0.3656)  loss_vfl_dn_5: 0.3673 (0.3649)  time: 0.4858  data: 0.0153  max mem: 5654
Epoch: [36]  [ 200/7393]  eta: 1:05:13  lr: 0.000010  loss: 15.8499 (16.1992)  loss_bbox: 0.1412 (0.1588)  loss_bbox_aux_0: 0.1574 (0.1734)  loss_bbox_aux_1: 0.1530 (0.1646)  loss_bbox_aux_2: 0.1581 (0.1614)  loss_bbox_aux_3: 0.1468 (0.1596)  loss_bbox_aux_4: 0.1469 (0.1596)  loss_bbox_aux_5: 0.1977 (0.2120)  loss_bbox_dn_0: 0.2553 (0.2850)  loss_bbox_dn_1: 0.1923 (0.2141)  loss_bbox_dn_2: 0.1706 (0.1922)  loss_bbox_dn_3: 0.1654 (0.1853)  loss_bbox_dn_4: 0.1654 (0.1840)  loss_bbox_dn_5: 0.1655 (0.1840)  loss_giou: 0.4657 (0.4745)  loss_giou_aux_0: 0.4950 (0.4991)  loss_giou_aux_1: 0.4876 (0.4844)  loss_giou_aux_2: 0.4811 (0.4789)  loss_giou_aux_3: 0.4671 (0.4750)  loss_giou_aux_4: 0.4638 (0.4746)  loss_giou_aux_5: 0.5535 (0.5661)  loss_giou_dn_0: 0.5991 (0.5904)  loss_giou_dn_1: 0.4914 (0.4843)  loss_giou_dn_2: 0.4622 (0.4541)  loss_giou_dn_3: 0.4554 (0.4450)  loss_giou_dn_4: 0.4523 (0.4430)  loss_giou_dn_5: 0.4522 (0.4432)  loss_vfl: 0.6766 (0.6890)  loss_vfl_aux_0: 0.7977 (0.7981)  loss_vfl_aux_1: 0.7399 (0.7486)  loss_vfl_aux_2: 0.7038 (0.7173)  loss_vfl_aux_3: 0.6857 (0.7012)  loss_vfl_aux_4: 0.6785 (0.6923)  loss_vfl_aux_5: 0.7736 (0.7767)  loss_vfl_dn_0: 0.4538 (0.4574)  loss_vfl_dn_1: 0.3897 (0.3934)  loss_vfl_dn_2: 0.3753 (0.3769)  loss_vfl_dn_3: 0.3654 (0.3694)  loss_vfl_dn_4: 0.3617 (0.3664)  loss_vfl_dn_5: 0.3594 (0.3657)  time: 0.4737  data: 0.0154  max mem: 5654
Epoch: [36]  [ 300/7393]  eta: 1:01:38  lr: 0.000010  loss: 15.9027 (16.2361)  loss_bbox: 0.1501 (0.1580)  loss_bbox_aux_0: 0.1573 (0.1722)  loss_bbox_aux_1: 0.1474 (0.1634)  loss_bbox_aux_2: 0.1488 (0.1604)  loss_bbox_aux_3: 0.1467 (0.1587)  loss_bbox_aux_4: 0.1490 (0.1586)  loss_bbox_aux_5: 0.1944 (0.2096)  loss_bbox_dn_0: 0.2532 (0.2833)  loss_bbox_dn_1: 0.1819 (0.2126)  loss_bbox_dn_2: 0.1647 (0.1906)  loss_bbox_dn_3: 0.1607 (0.1837)  loss_bbox_dn_4: 0.1609 (0.1824)  loss_bbox_dn_5: 0.1610 (0.1824)  loss_giou: 0.4411 (0.4785)  loss_giou_aux_0: 0.4787 (0.5037)  loss_giou_aux_1: 0.4567 (0.4890)  loss_giou_aux_2: 0.4462 (0.4832)  loss_giou_aux_3: 0.4412 (0.4795)  loss_giou_aux_4: 0.4414 (0.4789)  loss_giou_aux_5: 0.5385 (0.5694)  loss_giou_dn_0: 0.5657 (0.5931)  loss_giou_dn_1: 0.4601 (0.4869)  loss_giou_dn_2: 0.4283 (0.4567)  loss_giou_dn_3: 0.4238 (0.4480)  loss_giou_dn_4: 0.4223 (0.4460)  loss_giou_dn_5: 0.4237 (0.4461)  loss_vfl: 0.6862 (0.6910)  loss_vfl_aux_0: 0.7790 (0.7987)  loss_vfl_aux_1: 0.7429 (0.7479)  loss_vfl_aux_2: 0.7221 (0.7175)  loss_vfl_aux_3: 0.7080 (0.7019)  loss_vfl_aux_4: 0.6837 (0.6938)  loss_vfl_aux_5: 0.7955 (0.7809)  loss_vfl_dn_0: 0.4601 (0.4573)  loss_vfl_dn_1: 0.3937 (0.3933)  loss_vfl_dn_2: 0.3749 (0.3769)  loss_vfl_dn_3: 0.3637 (0.3694)  loss_vfl_dn_4: 0.3611 (0.3666)  loss_vfl_dn_5: 0.3609 (0.3659)  time: 0.4717  data: 0.0148  max mem: 5654
Epoch: [36]  [ 400/7393]  eta: 1:01:18  lr: 0.000010  loss: 15.8303 (16.2227)  loss_bbox: 0.1604 (0.1574)  loss_bbox_aux_0: 0.1720 (0.1718)  loss_bbox_aux_1: 0.1630 (0.1630)  loss_bbox_aux_2: 0.1633 (0.1601)  loss_bbox_aux_3: 0.1693 (0.1585)  loss_bbox_aux_4: 0.1623 (0.1578)  loss_bbox_aux_5: 0.1929 (0.2087)  loss_bbox_dn_0: 0.2825 (0.2853)  loss_bbox_dn_1: 0.2084 (0.2142)  loss_bbox_dn_2: 0.1900 (0.1918)  loss_bbox_dn_3: 0.1810 (0.1848)  loss_bbox_dn_4: 0.1797 (0.1835)  loss_bbox_dn_5: 0.1797 (0.1835)  loss_giou: 0.4316 (0.4756)  loss_giou_aux_0: 0.4621 (0.5008)  loss_giou_aux_1: 0.4513 (0.4863)  loss_giou_aux_2: 0.4480 (0.4803)  loss_giou_aux_3: 0.4351 (0.4769)  loss_giou_aux_4: 0.4316 (0.4760)  loss_giou_aux_5: 0.5359 (0.5664)  loss_giou_dn_0: 0.5644 (0.5914)  loss_giou_dn_1: 0.4609 (0.4857)  loss_giou_dn_2: 0.4247 (0.4554)  loss_giou_dn_3: 0.4179 (0.4468)  loss_giou_dn_4: 0.4162 (0.4448)  loss_giou_dn_5: 0.4164 (0.4450)  loss_vfl: 0.6959 (0.6920)  loss_vfl_aux_0: 0.8374 (0.7997)  loss_vfl_aux_1: 0.7587 (0.7489)  loss_vfl_aux_2: 0.7162 (0.7187)  loss_vfl_aux_3: 0.7086 (0.7024)  loss_vfl_aux_4: 0.6955 (0.6951)  loss_vfl_aux_5: 0.8212 (0.7833)  loss_vfl_dn_0: 0.4572 (0.4579)  loss_vfl_dn_1: 0.3936 (0.3936)  loss_vfl_dn_2: 0.3756 (0.3772)  loss_vfl_dn_3: 0.3660 (0.3695)  loss_vfl_dn_4: 0.3609 (0.3667)  loss_vfl_dn_5: 0.3614 (0.3660)  time: 0.4732  data: 0.0143  max mem: 5654
Epoch: [36]  [ 500/7393]  eta: 0:59:20  lr: 0.000010  loss: 15.8748 (16.1945)  loss_bbox: 0.1376 (0.1563)  loss_bbox_aux_0: 0.1623 (0.1708)  loss_bbox_aux_1: 0.1456 (0.1622)  loss_bbox_aux_2: 0.1441 (0.1588)  loss_bbox_aux_3: 0.1432 (0.1575)  loss_bbox_aux_4: 0.1420 (0.1567)  loss_bbox_aux_5: 0.1963 (0.2076)  loss_bbox_dn_0: 0.2495 (0.2818)  loss_bbox_dn_1: 0.1867 (0.2114)  loss_bbox_dn_2: 0.1688 (0.1892)  loss_bbox_dn_3: 0.1627 (0.1824)  loss_bbox_dn_4: 0.1618 (0.1811)  loss_bbox_dn_5: 0.1618 (0.1811)  loss_giou: 0.4962 (0.4767)  loss_giou_aux_0: 0.5328 (0.5025)  loss_giou_aux_1: 0.5052 (0.4881)  loss_giou_aux_2: 0.5069 (0.4817)  loss_giou_aux_3: 0.5078 (0.4784)  loss_giou_aux_4: 0.4971 (0.4771)  loss_giou_aux_5: 0.5884 (0.5683)  loss_giou_dn_0: 0.5995 (0.5912)  loss_giou_dn_1: 0.4997 (0.4857)  loss_giou_dn_2: 0.4598 (0.4554)  loss_giou_dn_3: 0.4519 (0.4469)  loss_giou_dn_4: 0.4494 (0.4448)  loss_giou_dn_5: 0.4493 (0.4450)  loss_vfl: 0.6803 (0.6910)  loss_vfl_aux_0: 0.7641 (0.7970)  loss_vfl_aux_1: 0.7114 (0.7453)  loss_vfl_aux_2: 0.7095 (0.7165)  loss_vfl_aux_3: 0.6994 (0.7008)  loss_vfl_aux_4: 0.6813 (0.6941)  loss_vfl_aux_5: 0.7473 (0.7801)  loss_vfl_dn_0: 0.4558 (0.4576)  loss_vfl_dn_1: 0.3964 (0.3935)  loss_vfl_dn_2: 0.3778 (0.3772)  loss_vfl_dn_3: 0.3712 (0.3695)  loss_vfl_dn_4: 0.3682 (0.3668)  loss_vfl_dn_5: 0.3684 (0.3662)  time: 0.4796  data: 0.0149  max mem: 5654
Epoch: [36]  [ 600/7393]  eta: 0:57:42  lr: 0.000010  loss: 16.4774 (16.1918)  loss_bbox: 0.1611 (0.1562)  loss_bbox_aux_0: 0.1703 (0.1706)  loss_bbox_aux_1: 0.1600 (0.1618)  loss_bbox_aux_2: 0.1585 (0.1586)  loss_bbox_aux_3: 0.1579 (0.1571)  loss_bbox_aux_4: 0.1606 (0.1565)  loss_bbox_aux_5: 0.1943 (0.2072)  loss_bbox_dn_0: 0.2631 (0.2808)  loss_bbox_dn_1: 0.1923 (0.2104)  loss_bbox_dn_2: 0.1744 (0.1885)  loss_bbox_dn_3: 0.1684 (0.1817)  loss_bbox_dn_4: 0.1673 (0.1803)  loss_bbox_dn_5: 0.1675 (0.1803)  loss_giou: 0.4630 (0.4781)  loss_giou_aux_0: 0.4758 (0.5035)  loss_giou_aux_1: 0.4678 (0.4891)  loss_giou_aux_2: 0.4621 (0.4828)  loss_giou_aux_3: 0.4734 (0.4796)  loss_giou_aux_4: 0.4627 (0.4784)  loss_giou_aux_5: 0.5422 (0.5691)  loss_giou_dn_0: 0.5930 (0.5915)  loss_giou_dn_1: 0.4819 (0.4859)  loss_giou_dn_2: 0.4442 (0.4557)  loss_giou_dn_3: 0.4367 (0.4472)  loss_giou_dn_4: 0.4331 (0.4451)  loss_giou_dn_5: 0.4331 (0.4453)  loss_vfl: 0.6697 (0.6902)  loss_vfl_aux_0: 0.7847 (0.7960)  loss_vfl_aux_1: 0.7335 (0.7450)  loss_vfl_aux_2: 0.7039 (0.7160)  loss_vfl_aux_3: 0.6834 (0.7004)  loss_vfl_aux_4: 0.6767 (0.6935)  loss_vfl_aux_5: 0.7537 (0.7791)  loss_vfl_dn_0: 0.4599 (0.4573)  loss_vfl_dn_1: 0.3948 (0.3934)  loss_vfl_dn_2: 0.3813 (0.3772)  loss_vfl_dn_3: 0.3717 (0.3696)  loss_vfl_dn_4: 0.3686 (0.3668)  loss_vfl_dn_5: 0.3672 (0.3662)  time: 0.4711  data: 0.0144  max mem: 5654
Epoch: [36]  [ 700/7393]  eta: 0:56:22  lr: 0.000010  loss: 16.3490 (16.2101)  loss_bbox: 0.1742 (0.1571)  loss_bbox_aux_0: 0.1686 (0.1712)  loss_bbox_aux_1: 0.1674 (0.1626)  loss_bbox_aux_2: 0.1706 (0.1596)  loss_bbox_aux_3: 0.1762 (0.1579)  loss_bbox_aux_4: 0.1777 (0.1574)  loss_bbox_aux_5: 0.2113 (0.2076)  loss_bbox_dn_0: 0.2740 (0.2796)  loss_bbox_dn_1: 0.1998 (0.2095)  loss_bbox_dn_2: 0.1703 (0.1877)  loss_bbox_dn_3: 0.1626 (0.1809)  loss_bbox_dn_4: 0.1629 (0.1796)  loss_bbox_dn_5: 0.1629 (0.1796)  loss_giou: 0.4628 (0.4804)  loss_giou_aux_0: 0.4837 (0.5057)  loss_giou_aux_1: 0.4681 (0.4912)  loss_giou_aux_2: 0.4587 (0.4851)  loss_giou_aux_3: 0.4585 (0.4817)  loss_giou_aux_4: 0.4644 (0.4807)  loss_giou_aux_5: 0.5450 (0.5714)  loss_giou_dn_0: 0.5741 (0.5927)  loss_giou_dn_1: 0.4538 (0.4871)  loss_giou_dn_2: 0.4283 (0.4569)  loss_giou_dn_3: 0.4194 (0.4485)  loss_giou_dn_4: 0.4146 (0.4464)  loss_giou_dn_5: 0.4153 (0.4466)  loss_vfl: 0.6746 (0.6899)  loss_vfl_aux_0: 0.7790 (0.7944)  loss_vfl_aux_1: 0.7366 (0.7448)  loss_vfl_aux_2: 0.6891 (0.7158)  loss_vfl_aux_3: 0.6802 (0.7002)  loss_vfl_aux_4: 0.6737 (0.6932)  loss_vfl_aux_5: 0.7759 (0.7773)  loss_vfl_dn_0: 0.4551 (0.4566)  loss_vfl_dn_1: 0.3978 (0.3933)  loss_vfl_dn_2: 0.3783 (0.3772)  loss_vfl_dn_3: 0.3662 (0.3695)  loss_vfl_dn_4: 0.3666 (0.3668)  loss_vfl_dn_5: 0.3664 (0.3661)  time: 0.4690  data: 0.0148  max mem: 5654
Epoch: [36]  [ 800/7393]  eta: 0:55:13  lr: 0.000010  loss: 16.2089 (16.2130)  loss_bbox: 0.1490 (0.1575)  loss_bbox_aux_0: 0.1722 (0.1718)  loss_bbox_aux_1: 0.1555 (0.1633)  loss_bbox_aux_2: 0.1565 (0.1601)  loss_bbox_aux_3: 0.1507 (0.1582)  loss_bbox_aux_4: 0.1476 (0.1578)  loss_bbox_aux_5: 0.2082 (0.2077)  loss_bbox_dn_0: 0.2724 (0.2790)  loss_bbox_dn_1: 0.2073 (0.2090)  loss_bbox_dn_2: 0.1827 (0.1874)  loss_bbox_dn_3: 0.1723 (0.1807)  loss_bbox_dn_4: 0.1710 (0.1793)  loss_bbox_dn_5: 0.1709 (0.1793)  loss_giou: 0.4863 (0.4815)  loss_giou_aux_0: 0.5092 (0.5071)  loss_giou_aux_1: 0.5039 (0.4927)  loss_giou_aux_2: 0.4958 (0.4865)  loss_giou_aux_3: 0.4907 (0.4829)  loss_giou_aux_4: 0.4950 (0.4819)  loss_giou_aux_5: 0.5832 (0.5724)  loss_giou_dn_0: 0.6012 (0.5929)  loss_giou_dn_1: 0.4947 (0.4874)  loss_giou_dn_2: 0.4628 (0.4572)  loss_giou_dn_3: 0.4580 (0.4488)  loss_giou_dn_4: 0.4560 (0.4467)  loss_giou_dn_5: 0.4561 (0.4469)  loss_vfl: 0.6975 (0.6893)  loss_vfl_aux_0: 0.7628 (0.7920)  loss_vfl_aux_1: 0.7209 (0.7429)  loss_vfl_aux_2: 0.6992 (0.7147)  loss_vfl_aux_3: 0.7033 (0.6997)  loss_vfl_aux_4: 0.7049 (0.6927)  loss_vfl_aux_5: 0.7469 (0.7753)  loss_vfl_dn_0: 0.4449 (0.4567)  loss_vfl_dn_1: 0.3885 (0.3933)  loss_vfl_dn_2: 0.3721 (0.3773)  loss_vfl_dn_3: 0.3648 (0.3697)  loss_vfl_dn_4: 0.3606 (0.3670)  loss_vfl_dn_5: 0.3591 (0.3663)  time: 0.4887  data: 0.0144  max mem: 5654
Epoch: [36]  [ 900/7393]  eta: 0:54:02  lr: 0.000010  loss: 16.0998 (16.2049)  loss_bbox: 0.1660 (0.1580)  loss_bbox_aux_0: 0.1768 (0.1721)  loss_bbox_aux_1: 0.1704 (0.1637)  loss_bbox_aux_2: 0.1693 (0.1608)  loss_bbox_aux_3: 0.1653 (0.1588)  loss_bbox_aux_4: 0.1675 (0.1584)  loss_bbox_aux_5: 0.2283 (0.2083)  loss_bbox_dn_0: 0.2801 (0.2792)  loss_bbox_dn_1: 0.2110 (0.2091)  loss_bbox_dn_2: 0.1811 (0.1875)  loss_bbox_dn_3: 0.1715 (0.1807)  loss_bbox_dn_4: 0.1682 (0.1794)  loss_bbox_dn_5: 0.1684 (0.1794)  loss_giou: 0.4531 (0.4806)  loss_giou_aux_0: 0.4761 (0.5059)  loss_giou_aux_1: 0.4659 (0.4914)  loss_giou_aux_2: 0.4624 (0.4856)  loss_giou_aux_3: 0.4535 (0.4818)  loss_giou_aux_4: 0.4563 (0.4809)  loss_giou_aux_5: 0.5355 (0.5714)  loss_giou_dn_0: 0.5705 (0.5919)  loss_giou_dn_1: 0.4654 (0.4864)  loss_giou_dn_2: 0.4355 (0.4563)  loss_giou_dn_3: 0.4235 (0.4478)  loss_giou_dn_4: 0.4193 (0.4458)  loss_giou_dn_5: 0.4190 (0.4459)  loss_vfl: 0.6608 (0.6898)  loss_vfl_aux_0: 0.7945 (0.7926)  loss_vfl_aux_1: 0.7168 (0.7436)  loss_vfl_aux_2: 0.6853 (0.7150)  loss_vfl_aux_3: 0.6798 (0.7003)  loss_vfl_aux_4: 0.6643 (0.6931)  loss_vfl_aux_5: 0.7836 (0.7753)  loss_vfl_dn_0: 0.4526 (0.4565)  loss_vfl_dn_1: 0.3912 (0.3930)  loss_vfl_dn_2: 0.3703 (0.3769)  loss_vfl_dn_3: 0.3620 (0.3693)  loss_vfl_dn_4: 0.3583 (0.3667)  loss_vfl_dn_5: 0.3564 (0.3660)  time: 0.4772  data: 0.0135  max mem: 5654
Epoch: [36]  [1000/7393]  eta: 0:52:58  lr: 0.000010  loss: 16.1537 (16.1838)  loss_bbox: 0.1447 (0.1583)  loss_bbox_aux_0: 0.1603 (0.1722)  loss_bbox_aux_1: 0.1512 (0.1639)  loss_bbox_aux_2: 0.1520 (0.1610)  loss_bbox_aux_3: 0.1490 (0.1591)  loss_bbox_aux_4: 0.1446 (0.1586)  loss_bbox_aux_5: 0.2001 (0.2088)  loss_bbox_dn_0: 0.2600 (0.2796)  loss_bbox_dn_1: 0.2095 (0.2094)  loss_bbox_dn_2: 0.1826 (0.1877)  loss_bbox_dn_3: 0.1816 (0.1809)  loss_bbox_dn_4: 0.1816 (0.1796)  loss_bbox_dn_5: 0.1816 (0.1796)  loss_giou: 0.4606 (0.4788)  loss_giou_aux_0: 0.4796 (0.5040)  loss_giou_aux_1: 0.4596 (0.4896)  loss_giou_aux_2: 0.4664 (0.4837)  loss_giou_aux_3: 0.4680 (0.4801)  loss_giou_aux_4: 0.4710 (0.4791)  loss_giou_aux_5: 0.5792 (0.5696)  loss_giou_dn_0: 0.5882 (0.5902)  loss_giou_dn_1: 0.4844 (0.4849)  loss_giou_dn_2: 0.4562 (0.4549)  loss_giou_dn_3: 0.4494 (0.4465)  loss_giou_dn_4: 0.4465 (0.4444)  loss_giou_dn_5: 0.4467 (0.4446)  loss_vfl: 0.6698 (0.6893)  loss_vfl_aux_0: 0.7821 (0.7928)  loss_vfl_aux_1: 0.7555 (0.7437)  loss_vfl_aux_2: 0.7014 (0.7150)  loss_vfl_aux_3: 0.6688 (0.6998)  loss_vfl_aux_4: 0.6565 (0.6925)  loss_vfl_aux_5: 0.7453 (0.7753)  loss_vfl_dn_0: 0.4503 (0.4564)  loss_vfl_dn_1: 0.3984 (0.3926)  loss_vfl_dn_2: 0.3847 (0.3765)  loss_vfl_dn_3: 0.3770 (0.3689)  loss_vfl_dn_4: 0.3719 (0.3663)  loss_vfl_dn_5: 0.3718 (0.3656)  time: 0.4921  data: 0.0143  max mem: 5654
Epoch: [36]  [1100/7393]  eta: 0:51:56  lr: 0.000010  loss: 15.9518 (16.1786)  loss_bbox: 0.1617 (0.1581)  loss_bbox_aux_0: 0.1750 (0.1720)  loss_bbox_aux_1: 0.1713 (0.1638)  loss_bbox_aux_2: 0.1647 (0.1607)  loss_bbox_aux_3: 0.1573 (0.1588)  loss_bbox_aux_4: 0.1560 (0.1583)  loss_bbox_aux_5: 0.2123 (0.2087)  loss_bbox_dn_0: 0.2541 (0.2791)  loss_bbox_dn_1: 0.1818 (0.2087)  loss_bbox_dn_2: 0.1672 (0.1871)  loss_bbox_dn_3: 0.1634 (0.1804)  loss_bbox_dn_4: 0.1631 (0.1790)  loss_bbox_dn_5: 0.1632 (0.1790)  loss_giou: 0.4589 (0.4798)  loss_giou_aux_0: 0.5126 (0.5051)  loss_giou_aux_1: 0.4918 (0.4908)  loss_giou_aux_2: 0.4701 (0.4847)  loss_giou_aux_3: 0.4590 (0.4811)  loss_giou_aux_4: 0.4603 (0.4801)  loss_giou_aux_5: 0.5646 (0.5707)  loss_giou_dn_0: 0.6034 (0.5907)  loss_giou_dn_1: 0.5062 (0.4853)  loss_giou_dn_2: 0.4787 (0.4554)  loss_giou_dn_3: 0.4686 (0.4470)  loss_giou_dn_4: 0.4702 (0.4449)  loss_giou_dn_5: 0.4701 (0.4451)  loss_vfl: 0.6722 (0.6879)  loss_vfl_aux_0: 0.7607 (0.7915)  loss_vfl_aux_1: 0.7246 (0.7422)  loss_vfl_aux_2: 0.6737 (0.7139)  loss_vfl_aux_3: 0.6885 (0.6987)  loss_vfl_aux_4: 0.6809 (0.6911)  loss_vfl_aux_5: 0.7299 (0.7736)  loss_vfl_dn_0: 0.4615 (0.4563)  loss_vfl_dn_1: 0.3940 (0.3924)  loss_vfl_dn_2: 0.3775 (0.3764)  loss_vfl_dn_3: 0.3692 (0.3688)  loss_vfl_dn_4: 0.3670 (0.3662)  loss_vfl_dn_5: 0.3653 (0.3654)  time: 0.4640  data: 0.0146  max mem: 5654
Epoch: [36]  [1200/7393]  eta: 0:50:55  lr: 0.000010  loss: 16.0596 (16.1707)  loss_bbox: 0.1476 (0.1579)  loss_bbox_aux_0: 0.1647 (0.1719)  loss_bbox_aux_1: 0.1564 (0.1638)  loss_bbox_aux_2: 0.1596 (0.1606)  loss_bbox_aux_3: 0.1539 (0.1587)  loss_bbox_aux_4: 0.1477 (0.1581)  loss_bbox_aux_5: 0.1935 (0.2087)  loss_bbox_dn_0: 0.2515 (0.2785)  loss_bbox_dn_1: 0.1958 (0.2082)  loss_bbox_dn_2: 0.1766 (0.1867)  loss_bbox_dn_3: 0.1727 (0.1800)  loss_bbox_dn_4: 0.1697 (0.1786)  loss_bbox_dn_5: 0.1697 (0.1786)  loss_giou: 0.5104 (0.4802)  loss_giou_aux_0: 0.5250 (0.5056)  loss_giou_aux_1: 0.5230 (0.4913)  loss_giou_aux_2: 0.5121 (0.4853)  loss_giou_aux_3: 0.5116 (0.4816)  loss_giou_aux_4: 0.5104 (0.4804)  loss_giou_aux_5: 0.5664 (0.5714)  loss_giou_dn_0: 0.6179 (0.5910)  loss_giou_dn_1: 0.5194 (0.4855)  loss_giou_dn_2: 0.4898 (0.4556)  loss_giou_dn_3: 0.4811 (0.4471)  loss_giou_dn_4: 0.4816 (0.4451)  loss_giou_dn_5: 0.4820 (0.4453)  loss_vfl: 0.6444 (0.6868)  loss_vfl_aux_0: 0.7265 (0.7904)  loss_vfl_aux_1: 0.7035 (0.7405)  loss_vfl_aux_2: 0.6658 (0.7122)  loss_vfl_aux_3: 0.6572 (0.6974)  loss_vfl_aux_4: 0.6459 (0.6900)  loss_vfl_aux_5: 0.7229 (0.7724)  loss_vfl_dn_0: 0.4496 (0.4561)  loss_vfl_dn_1: 0.3914 (0.3923)  loss_vfl_dn_2: 0.3780 (0.3763)  loss_vfl_dn_3: 0.3700 (0.3688)  loss_vfl_dn_4: 0.3689 (0.3662)  loss_vfl_dn_5: 0.3661 (0.3654)  time: 0.4792  data: 0.0152  max mem: 5654
Epoch: [36]  [1300/7393]  eta: 0:49:55  lr: 0.000010  loss: 16.1246 (16.1647)  loss_bbox: 0.1393 (0.1575)  loss_bbox_aux_0: 0.1479 (0.1715)  loss_bbox_aux_1: 0.1403 (0.1634)  loss_bbox_aux_2: 0.1432 (0.1602)  loss_bbox_aux_3: 0.1398 (0.1583)  loss_bbox_aux_4: 0.1405 (0.1576)  loss_bbox_aux_5: 0.1856 (0.2083)  loss_bbox_dn_0: 0.2383 (0.2783)  loss_bbox_dn_1: 0.1771 (0.2080)  loss_bbox_dn_2: 0.1611 (0.1866)  loss_bbox_dn_3: 0.1575 (0.1799)  loss_bbox_dn_4: 0.1557 (0.1785)  loss_bbox_dn_5: 0.1554 (0.1785)  loss_giou: 0.4918 (0.4797)  loss_giou_aux_0: 0.5076 (0.5053)  loss_giou_aux_1: 0.5072 (0.4911)  loss_giou_aux_2: 0.5028 (0.4850)  loss_giou_aux_3: 0.4942 (0.4812)  loss_giou_aux_4: 0.4886 (0.4798)  loss_giou_aux_5: 0.5825 (0.5710)  loss_giou_dn_0: 0.5926 (0.5906)  loss_giou_dn_1: 0.4971 (0.4851)  loss_giou_dn_2: 0.4667 (0.4553)  loss_giou_dn_3: 0.4603 (0.4468)  loss_giou_dn_4: 0.4570 (0.4448)  loss_giou_dn_5: 0.4567 (0.4450)  loss_vfl: 0.6591 (0.6872)  loss_vfl_aux_0: 0.7726 (0.7911)  loss_vfl_aux_1: 0.7029 (0.7405)  loss_vfl_aux_2: 0.6882 (0.7125)  loss_vfl_aux_3: 0.6788 (0.6979)  loss_vfl_aux_4: 0.6650 (0.6906)  loss_vfl_aux_5: 0.7437 (0.7731)  loss_vfl_dn_0: 0.4557 (0.4561)  loss_vfl_dn_1: 0.3881 (0.3922)  loss_vfl_dn_2: 0.3737 (0.3763)  loss_vfl_dn_3: 0.3649 (0.3687)  loss_vfl_dn_4: 0.3624 (0.3661)  loss_vfl_dn_5: 0.3636 (0.3653)  time: 0.4736  data: 0.0137  max mem: 5654
Epoch: [36]  [1400/7393]  eta: 0:48:58  lr: 0.000010  loss: 16.0024 (16.1590)  loss_bbox: 0.1733 (0.1574)  loss_bbox_aux_0: 0.1900 (0.1716)  loss_bbox_aux_1: 0.1714 (0.1633)  loss_bbox_aux_2: 0.1744 (0.1601)  loss_bbox_aux_3: 0.1738 (0.1582)  loss_bbox_aux_4: 0.1719 (0.1576)  loss_bbox_aux_5: 0.2244 (0.2086)  loss_bbox_dn_0: 0.2983 (0.2785)  loss_bbox_dn_1: 0.2199 (0.2082)  loss_bbox_dn_2: 0.1996 (0.1866)  loss_bbox_dn_3: 0.1956 (0.1799)  loss_bbox_dn_4: 0.1928 (0.1785)  loss_bbox_dn_5: 0.1929 (0.1785)  loss_giou: 0.4280 (0.4788)  loss_giou_aux_0: 0.4709 (0.5045)  loss_giou_aux_1: 0.4381 (0.4901)  loss_giou_aux_2: 0.4357 (0.4841)  loss_giou_aux_3: 0.4355 (0.4803)  loss_giou_aux_4: 0.4277 (0.4789)  loss_giou_aux_5: 0.5267 (0.5702)  loss_giou_dn_0: 0.5729 (0.5902)  loss_giou_dn_1: 0.4679 (0.4846)  loss_giou_dn_2: 0.4355 (0.4547)  loss_giou_dn_3: 0.4289 (0.4462)  loss_giou_dn_4: 0.4259 (0.4442)  loss_giou_dn_5: 0.4261 (0.4444)  loss_vfl: 0.6902 (0.6878)  loss_vfl_aux_0: 0.7812 (0.7915)  loss_vfl_aux_1: 0.7541 (0.7411)  loss_vfl_aux_2: 0.7150 (0.7130)  loss_vfl_aux_3: 0.6940 (0.6984)  loss_vfl_aux_4: 0.7030 (0.6911)  loss_vfl_aux_5: 0.7677 (0.7740)  loss_vfl_dn_0: 0.4492 (0.4562)  loss_vfl_dn_1: 0.3895 (0.3921)  loss_vfl_dn_2: 0.3771 (0.3761)  loss_vfl_dn_3: 0.3685 (0.3686)  loss_vfl_dn_4: 0.3682 (0.3659)  loss_vfl_dn_5: 0.3665 (0.3652)  time: 0.4759  data: 0.0144  max mem: 5654
Epoch: [36]  [1500/7393]  eta: 0:48:04  lr: 0.000010  loss: 15.9396 (16.1549)  loss_bbox: 0.1353 (0.1577)  loss_bbox_aux_0: 0.1580 (0.1719)  loss_bbox_aux_1: 0.1503 (0.1636)  loss_bbox_aux_2: 0.1412 (0.1603)  loss_bbox_aux_3: 0.1400 (0.1584)  loss_bbox_aux_4: 0.1353 (0.1578)  loss_bbox_aux_5: 0.1969 (0.2091)  loss_bbox_dn_0: 0.2496 (0.2793)  loss_bbox_dn_1: 0.1868 (0.2087)  loss_bbox_dn_2: 0.1677 (0.1869)  loss_bbox_dn_3: 0.1614 (0.1802)  loss_bbox_dn_4: 0.1590 (0.1789)  loss_bbox_dn_5: 0.1591 (0.1789)  loss_giou: 0.4810 (0.4780)  loss_giou_aux_0: 0.5188 (0.5037)  loss_giou_aux_1: 0.4970 (0.4893)  loss_giou_aux_2: 0.4954 (0.4833)  loss_giou_aux_3: 0.5033 (0.4795)  loss_giou_aux_4: 0.4893 (0.4781)  loss_giou_aux_5: 0.5781 (0.5696)  loss_giou_dn_0: 0.5846 (0.5898)  loss_giou_dn_1: 0.4879 (0.4841)  loss_giou_dn_2: 0.4527 (0.4542)  loss_giou_dn_3: 0.4452 (0.4458)  loss_giou_dn_4: 0.4411 (0.4437)  loss_giou_dn_5: 0.4404 (0.4439)  loss_vfl: 0.6684 (0.6879)  loss_vfl_aux_0: 0.7895 (0.7917)  loss_vfl_aux_1: 0.7265 (0.7411)  loss_vfl_aux_2: 0.7108 (0.7130)  loss_vfl_aux_3: 0.6725 (0.6983)  loss_vfl_aux_4: 0.6728 (0.6912)  loss_vfl_aux_5: 0.7582 (0.7744)  loss_vfl_dn_0: 0.4598 (0.4561)  loss_vfl_dn_1: 0.3885 (0.3919)  loss_vfl_dn_2: 0.3731 (0.3759)  loss_vfl_dn_3: 0.3682 (0.3683)  loss_vfl_dn_4: 0.3640 (0.3657)  loss_vfl_dn_5: 0.3633 (0.3649)  time: 0.4794  data: 0.0140  max mem: 5654
Epoch: [36]  [1600/7393]  eta: 0:47:12  lr: 0.000010  loss: 15.9944 (16.1639)  loss_bbox: 0.1474 (0.1578)  loss_bbox_aux_0: 0.1591 (0.1720)  loss_bbox_aux_1: 0.1570 (0.1637)  loss_bbox_aux_2: 0.1466 (0.1603)  loss_bbox_aux_3: 0.1473 (0.1584)  loss_bbox_aux_4: 0.1509 (0.1579)  loss_bbox_aux_5: 0.1986 (0.2094)  loss_bbox_dn_0: 0.2665 (0.2796)  loss_bbox_dn_1: 0.2009 (0.2090)  loss_bbox_dn_2: 0.1759 (0.1872)  loss_bbox_dn_3: 0.1689 (0.1805)  loss_bbox_dn_4: 0.1677 (0.1791)  loss_bbox_dn_5: 0.1678 (0.1791)  loss_giou: 0.4643 (0.4781)  loss_giou_aux_0: 0.5018 (0.5040)  loss_giou_aux_1: 0.4833 (0.4896)  loss_giou_aux_2: 0.4730 (0.4835)  loss_giou_aux_3: 0.4660 (0.4797)  loss_giou_aux_4: 0.4672 (0.4783)  loss_giou_aux_5: 0.5589 (0.5699)  loss_giou_dn_0: 0.5914 (0.5904)  loss_giou_dn_1: 0.4840 (0.4846)  loss_giou_dn_2: 0.4636 (0.4547)  loss_giou_dn_3: 0.4629 (0.4463)  loss_giou_dn_4: 0.4623 (0.4442)  loss_giou_dn_5: 0.4624 (0.4444)  loss_vfl: 0.6660 (0.6881)  loss_vfl_aux_0: 0.7781 (0.7921)  loss_vfl_aux_1: 0.7023 (0.7410)  loss_vfl_aux_2: 0.6826 (0.7131)  loss_vfl_aux_3: 0.6709 (0.6985)  loss_vfl_aux_4: 0.6656 (0.6915)  loss_vfl_aux_5: 0.7825 (0.7749)  loss_vfl_dn_0: 0.4540 (0.4560)  loss_vfl_dn_1: 0.3952 (0.3919)  loss_vfl_dn_2: 0.3812 (0.3759)  loss_vfl_dn_3: 0.3745 (0.3684)  loss_vfl_dn_4: 0.3681 (0.3657)  loss_vfl_dn_5: 0.3668 (0.3650)  time: 0.4772  data: 0.0140  max mem: 5654
Epoch: [36]  [1700/7393]  eta: 0:46:22  lr: 0.000010  loss: 16.2264 (16.1630)  loss_bbox: 0.1462 (0.1576)  loss_bbox_aux_0: 0.1489 (0.1716)  loss_bbox_aux_1: 0.1466 (0.1634)  loss_bbox_aux_2: 0.1411 (0.1601)  loss_bbox_aux_3: 0.1454 (0.1581)  loss_bbox_aux_4: 0.1464 (0.1576)  loss_bbox_aux_5: 0.1919 (0.2089)  loss_bbox_dn_0: 0.2472 (0.2793)  loss_bbox_dn_1: 0.1798 (0.2087)  loss_bbox_dn_2: 0.1635 (0.1870)  loss_bbox_dn_3: 0.1576 (0.1803)  loss_bbox_dn_4: 0.1566 (0.1789)  loss_bbox_dn_5: 0.1566 (0.1789)  loss_giou: 0.4859 (0.4787)  loss_giou_aux_0: 0.5225 (0.5045)  loss_giou_aux_1: 0.5182 (0.4902)  loss_giou_aux_2: 0.4969 (0.4842)  loss_giou_aux_3: 0.4812 (0.4802)  loss_giou_aux_4: 0.4861 (0.4788)  loss_giou_aux_5: 0.5809 (0.5704)  loss_giou_dn_0: 0.5968 (0.5910)  loss_giou_dn_1: 0.4783 (0.4850)  loss_giou_dn_2: 0.4525 (0.4551)  loss_giou_dn_3: 0.4433 (0.4467)  loss_giou_dn_4: 0.4433 (0.4446)  loss_giou_dn_5: 0.4434 (0.4448)  loss_vfl: 0.6650 (0.6875)  loss_vfl_aux_0: 0.7626 (0.7916)  loss_vfl_aux_1: 0.7331 (0.7403)  loss_vfl_aux_2: 0.6906 (0.7123)  loss_vfl_aux_3: 0.6824 (0.6981)  loss_vfl_aux_4: 0.6759 (0.6909)  loss_vfl_aux_5: 0.7473 (0.7744)  loss_vfl_dn_0: 0.4517 (0.4560)  loss_vfl_dn_1: 0.3954 (0.3919)  loss_vfl_dn_2: 0.3758 (0.3760)  loss_vfl_dn_3: 0.3681 (0.3685)  loss_vfl_dn_4: 0.3673 (0.3658)  loss_vfl_dn_5: 0.3659 (0.3650)  time: 0.4794  data: 0.0142  max mem: 5654
Epoch: [36]  [1800/7393]  eta: 0:45:50  lr: 0.000010  loss: 16.5441 (16.1633)  loss_bbox: 0.1403 (0.1575)  loss_bbox_aux_0: 0.1503 (0.1714)  loss_bbox_aux_1: 0.1464 (0.1632)  loss_bbox_aux_2: 0.1379 (0.1599)  loss_bbox_aux_3: 0.1342 (0.1580)  loss_bbox_aux_4: 0.1362 (0.1575)  loss_bbox_aux_5: 0.1788 (0.2089)  loss_bbox_dn_0: 0.2597 (0.2789)  loss_bbox_dn_1: 0.1965 (0.2084)  loss_bbox_dn_2: 0.1681 (0.1868)  loss_bbox_dn_3: 0.1571 (0.1802)  loss_bbox_dn_4: 0.1548 (0.1788)  loss_bbox_dn_5: 0.1548 (0.1788)  loss_giou: 0.5032 (0.4791)  loss_giou_aux_0: 0.5125 (0.5049)  loss_giou_aux_1: 0.5211 (0.4906)  loss_giou_aux_2: 0.5052 (0.4845)  loss_giou_aux_3: 0.5003 (0.4806)  loss_giou_aux_4: 0.5003 (0.4792)  loss_giou_aux_5: 0.5742 (0.5708)  loss_giou_dn_0: 0.6152 (0.5915)  loss_giou_dn_1: 0.4909 (0.4854)  loss_giou_dn_2: 0.4639 (0.4555)  loss_giou_dn_3: 0.4582 (0.4471)  loss_giou_dn_4: 0.4561 (0.4451)  loss_giou_dn_5: 0.4559 (0.4453)  loss_vfl: 0.6645 (0.6871)  loss_vfl_aux_0: 0.7580 (0.7911)  loss_vfl_aux_1: 0.7095 (0.7397)  loss_vfl_aux_2: 0.6779 (0.7121)  loss_vfl_aux_3: 0.6797 (0.6977)  loss_vfl_aux_4: 0.6543 (0.6905)  loss_vfl_aux_5: 0.7468 (0.7736)  loss_vfl_dn_0: 0.4583 (0.4560)  loss_vfl_dn_1: 0.3993 (0.3920)  loss_vfl_dn_2: 0.3802 (0.3760)  loss_vfl_dn_3: 0.3716 (0.3685)  loss_vfl_dn_4: 0.3683 (0.3659)  loss_vfl_dn_5: 0.3682 (0.3651)  time: 0.4765  data: 0.0139  max mem: 5654
Epoch: [36]  [1900/7393]  eta: 0:45:18  lr: 0.000010  loss: 16.2329 (16.1604)  loss_bbox: 0.1473 (0.1573)  loss_bbox_aux_0: 0.1526 (0.1711)  loss_bbox_aux_1: 0.1501 (0.1630)  loss_bbox_aux_2: 0.1495 (0.1597)  loss_bbox_aux_3: 0.1430 (0.1578)  loss_bbox_aux_4: 0.1424 (0.1573)  loss_bbox_aux_5: 0.1783 (0.2085)  loss_bbox_dn_0: 0.2188 (0.2783)  loss_bbox_dn_1: 0.1675 (0.2081)  loss_bbox_dn_2: 0.1517 (0.1865)  loss_bbox_dn_3: 0.1447 (0.1799)  loss_bbox_dn_4: 0.1448 (0.1785)  loss_bbox_dn_5: 0.1448 (0.1785)  loss_giou: 0.4843 (0.4793)  loss_giou_aux_0: 0.5232 (0.5050)  loss_giou_aux_1: 0.4991 (0.4907)  loss_giou_aux_2: 0.4918 (0.4846)  loss_giou_aux_3: 0.4903 (0.4808)  loss_giou_aux_4: 0.4861 (0.4794)  loss_giou_aux_5: 0.5679 (0.5708)  loss_giou_dn_0: 0.5839 (0.5916)  loss_giou_dn_1: 0.4890 (0.4856)  loss_giou_dn_2: 0.4514 (0.4557)  loss_giou_dn_3: 0.4426 (0.4473)  loss_giou_dn_4: 0.4409 (0.4452)  loss_giou_dn_5: 0.4414 (0.4454)  loss_vfl: 0.6486 (0.6867)  loss_vfl_aux_0: 0.7784 (0.7914)  loss_vfl_aux_1: 0.7127 (0.7401)  loss_vfl_aux_2: 0.6791 (0.7118)  loss_vfl_aux_3: 0.6679 (0.6975)  loss_vfl_aux_4: 0.6469 (0.6902)  loss_vfl_aux_5: 0.7555 (0.7734)  loss_vfl_dn_0: 0.4551 (0.4559)  loss_vfl_dn_1: 0.3898 (0.3920)  loss_vfl_dn_2: 0.3741 (0.3760)  loss_vfl_dn_3: 0.3684 (0.3685)  loss_vfl_dn_4: 0.3657 (0.3659)  loss_vfl_dn_5: 0.3648 (0.3651)  time: 0.4756  data: 0.0136  max mem: 5654
Epoch: [36]  [2000/7393]  eta: 0:44:23  lr: 0.000010  loss: 15.7411 (16.1497)  loss_bbox: 0.1330 (0.1570)  loss_bbox_aux_0: 0.1544 (0.1708)  loss_bbox_aux_1: 0.1392 (0.1626)  loss_bbox_aux_2: 0.1368 (0.1593)  loss_bbox_aux_3: 0.1301 (0.1574)  loss_bbox_aux_4: 0.1352 (0.1569)  loss_bbox_aux_5: 0.1978 (0.2082)  loss_bbox_dn_0: 0.2414 (0.2779)  loss_bbox_dn_1: 0.1850 (0.2077)  loss_bbox_dn_2: 0.1687 (0.1862)  loss_bbox_dn_3: 0.1643 (0.1795)  loss_bbox_dn_4: 0.1644 (0.1781)  loss_bbox_dn_5: 0.1643 (0.1781)  loss_giou: 0.4498 (0.4792)  loss_giou_aux_0: 0.4809 (0.5048)  loss_giou_aux_1: 0.4565 (0.4905)  loss_giou_aux_2: 0.4504 (0.4844)  loss_giou_aux_3: 0.4438 (0.4805)  loss_giou_aux_4: 0.4460 (0.4793)  loss_giou_aux_5: 0.5446 (0.5707)  loss_giou_dn_0: 0.5789 (0.5915)  loss_giou_dn_1: 0.4633 (0.4854)  loss_giou_dn_2: 0.4314 (0.4555)  loss_giou_dn_3: 0.4196 (0.4471)  loss_giou_dn_4: 0.4178 (0.4450)  loss_giou_dn_5: 0.4178 (0.4452)  loss_vfl: 0.6599 (0.6861)  loss_vfl_aux_0: 0.7675 (0.7909)  loss_vfl_aux_1: 0.7238 (0.7395)  loss_vfl_aux_2: 0.6900 (0.7113)  loss_vfl_aux_3: 0.6779 (0.6971)  loss_vfl_aux_4: 0.6579 (0.6895)  loss_vfl_aux_5: 0.7393 (0.7730)  loss_vfl_dn_0: 0.4532 (0.4560)  loss_vfl_dn_1: 0.3916 (0.3920)  loss_vfl_dn_2: 0.3753 (0.3761)  loss_vfl_dn_3: 0.3679 (0.3686)  loss_vfl_dn_4: 0.3658 (0.3659)  loss_vfl_dn_5: 0.3657 (0.3652)  time: 0.4782  data: 0.0143  max mem: 5654
Epoch: [36]  [2100/7393]  eta: 0:43:30  lr: 0.000010  loss: 15.6921 (16.1446)  loss_bbox: 0.1681 (0.1569)  loss_bbox_aux_0: 0.1821 (0.1708)  loss_bbox_aux_1: 0.1751 (0.1625)  loss_bbox_aux_2: 0.1654 (0.1593)  loss_bbox_aux_3: 0.1690 (0.1573)  loss_bbox_aux_4: 0.1670 (0.1569)  loss_bbox_aux_5: 0.2229 (0.2081)  loss_bbox_dn_0: 0.2731 (0.2778)  loss_bbox_dn_1: 0.2165 (0.2076)  loss_bbox_dn_2: 0.2012 (0.1861)  loss_bbox_dn_3: 0.1948 (0.1795)  loss_bbox_dn_4: 0.1915 (0.1781)  loss_bbox_dn_5: 0.1914 (0.1781)  loss_giou: 0.4048 (0.4789)  loss_giou_aux_0: 0.4133 (0.5044)  loss_giou_aux_1: 0.4071 (0.4902)  loss_giou_aux_2: 0.4087 (0.4843)  loss_giou_aux_3: 0.4104 (0.4802)  loss_giou_aux_4: 0.4072 (0.4790)  loss_giou_aux_5: 0.4766 (0.5704)  loss_giou_dn_0: 0.5473 (0.5913)  loss_giou_dn_1: 0.4238 (0.4851)  loss_giou_dn_2: 0.3958 (0.4552)  loss_giou_dn_3: 0.3849 (0.4468)  loss_giou_dn_4: 0.3787 (0.4447)  loss_giou_dn_5: 0.3788 (0.4449)  loss_vfl: 0.6624 (0.6861)  loss_vfl_aux_0: 0.7731 (0.7907)  loss_vfl_aux_1: 0.7465 (0.7395)  loss_vfl_aux_2: 0.7023 (0.7111)  loss_vfl_aux_3: 0.6674 (0.6971)  loss_vfl_aux_4: 0.6785 (0.6894)  loss_vfl_aux_5: 0.7918 (0.7729)  loss_vfl_dn_0: 0.4528 (0.4560)  loss_vfl_dn_1: 0.3848 (0.3920)  loss_vfl_dn_2: 0.3641 (0.3760)  loss_vfl_dn_3: 0.3581 (0.3685)  loss_vfl_dn_4: 0.3546 (0.3658)  loss_vfl_dn_5: 0.3544 (0.3651)  time: 0.4820  data: 0.0147  max mem: 5654
Epoch: [36]  [2200/7393]  eta: 0:42:37  lr: 0.000010  loss: 16.2068 (16.1420)  loss_bbox: 0.1453 (0.1567)  loss_bbox_aux_0: 0.1598 (0.1705)  loss_bbox_aux_1: 0.1490 (0.1622)  loss_bbox_aux_2: 0.1417 (0.1590)  loss_bbox_aux_3: 0.1455 (0.1570)  loss_bbox_aux_4: 0.1456 (0.1566)  loss_bbox_aux_5: 0.1979 (0.2078)  loss_bbox_dn_0: 0.2369 (0.2767)  loss_bbox_dn_1: 0.1700 (0.2068)  loss_bbox_dn_2: 0.1557 (0.1853)  loss_bbox_dn_3: 0.1488 (0.1788)  loss_bbox_dn_4: 0.1478 (0.1773)  loss_bbox_dn_5: 0.1479 (0.1773)  loss_giou: 0.5137 (0.4801)  loss_giou_aux_0: 0.5491 (0.5056)  loss_giou_aux_1: 0.5166 (0.4913)  loss_giou_aux_2: 0.5227 (0.4855)  loss_giou_aux_3: 0.5204 (0.4814)  loss_giou_aux_4: 0.5151 (0.4803)  loss_giou_aux_5: 0.5946 (0.5717)  loss_giou_dn_0: 0.6118 (0.5916)  loss_giou_dn_1: 0.4934 (0.4854)  loss_giou_dn_2: 0.4624 (0.4555)  loss_giou_dn_3: 0.4508 (0.4471)  loss_giou_dn_4: 0.4501 (0.4451)  loss_giou_dn_5: 0.4504 (0.4452)  loss_vfl: 0.6451 (0.6852)  loss_vfl_aux_0: 0.7613 (0.7896)  loss_vfl_aux_1: 0.7322 (0.7387)  loss_vfl_aux_2: 0.6925 (0.7103)  loss_vfl_aux_3: 0.6685 (0.6963)  loss_vfl_aux_4: 0.6405 (0.6886)  loss_vfl_aux_5: 0.7463 (0.7720)  loss_vfl_dn_0: 0.4510 (0.4559)  loss_vfl_dn_1: 0.3914 (0.3919)  loss_vfl_dn_2: 0.3738 (0.3760)  loss_vfl_dn_3: 0.3653 (0.3685)  loss_vfl_dn_4: 0.3629 (0.3658)  loss_vfl_dn_5: 0.3633 (0.3651)  time: 0.4894  data: 0.0141  max mem: 5654
Epoch: [36]  [2300/7393]  eta: 0:41:43  lr: 0.000010  loss: 16.0286 (16.1430)  loss_bbox: 0.1434 (0.1566)  loss_bbox_aux_0: 0.1595 (0.1705)  loss_bbox_aux_1: 0.1518 (0.1622)  loss_bbox_aux_2: 0.1344 (0.1589)  loss_bbox_aux_3: 0.1371 (0.1569)  loss_bbox_aux_4: 0.1427 (0.1566)  loss_bbox_aux_5: 0.1968 (0.2078)  loss_bbox_dn_0: 0.2715 (0.2768)  loss_bbox_dn_1: 0.2107 (0.2069)  loss_bbox_dn_2: 0.1950 (0.1855)  loss_bbox_dn_3: 0.1861 (0.1790)  loss_bbox_dn_4: 0.1818 (0.1775)  loss_bbox_dn_5: 0.1818 (0.1775)  loss_giou: 0.4914 (0.4799)  loss_giou_aux_0: 0.5083 (0.5055)  loss_giou_aux_1: 0.4932 (0.4912)  loss_giou_aux_2: 0.4944 (0.4853)  loss_giou_aux_3: 0.4920 (0.4812)  loss_giou_aux_4: 0.4917 (0.4800)  loss_giou_aux_5: 0.5673 (0.5716)  loss_giou_dn_0: 0.6003 (0.5914)  loss_giou_dn_1: 0.5118 (0.4853)  loss_giou_dn_2: 0.4770 (0.4554)  loss_giou_dn_3: 0.4686 (0.4470)  loss_giou_dn_4: 0.4655 (0.4450)  loss_giou_dn_5: 0.4659 (0.4452)  loss_vfl: 0.6595 (0.6856)  loss_vfl_aux_0: 0.7629 (0.7900)  loss_vfl_aux_1: 0.7244 (0.7391)  loss_vfl_aux_2: 0.6899 (0.7107)  loss_vfl_aux_3: 0.6786 (0.6968)  loss_vfl_aux_4: 0.6550 (0.6889)  loss_vfl_aux_5: 0.7681 (0.7721)  loss_vfl_dn_0: 0.4562 (0.4560)  loss_vfl_dn_1: 0.3867 (0.3919)  loss_vfl_dn_2: 0.3751 (0.3760)  loss_vfl_dn_3: 0.3656 (0.3684)  loss_vfl_dn_4: 0.3625 (0.3658)  loss_vfl_dn_5: 0.3631 (0.3650)  time: 0.4667  data: 0.0139  max mem: 5654
Epoch: [36]  [2400/7393]  eta: 0:40:51  lr: 0.000010  loss: 15.8798 (16.1364)  loss_bbox: 0.1631 (0.1564)  loss_bbox_aux_0: 0.1660 (0.1702)  loss_bbox_aux_1: 0.1564 (0.1620)  loss_bbox_aux_2: 0.1636 (0.1588)  loss_bbox_aux_3: 0.1628 (0.1568)  loss_bbox_aux_4: 0.1631 (0.1564)  loss_bbox_aux_5: 0.1993 (0.2077)  loss_bbox_dn_0: 0.2811 (0.2768)  loss_bbox_dn_1: 0.2149 (0.2068)  loss_bbox_dn_2: 0.1964 (0.1854)  loss_bbox_dn_3: 0.1878 (0.1788)  loss_bbox_dn_4: 0.1887 (0.1773)  loss_bbox_dn_5: 0.1886 (0.1773)  loss_giou: 0.4177 (0.4794)  loss_giou_aux_0: 0.4618 (0.5049)  loss_giou_aux_1: 0.4396 (0.4906)  loss_giou_aux_2: 0.4217 (0.4847)  loss_giou_aux_3: 0.4183 (0.4806)  loss_giou_aux_4: 0.4177 (0.4795)  loss_giou_aux_5: 0.5115 (0.5711)  loss_giou_dn_0: 0.5459 (0.5911)  loss_giou_dn_1: 0.4438 (0.4850)  loss_giou_dn_2: 0.4210 (0.4551)  loss_giou_dn_3: 0.4130 (0.4467)  loss_giou_dn_4: 0.4104 (0.4446)  loss_giou_dn_5: 0.4105 (0.4448)  loss_vfl: 0.6934 (0.6857)  loss_vfl_aux_0: 0.8209 (0.7905)  loss_vfl_aux_1: 0.7513 (0.7393)  loss_vfl_aux_2: 0.7218 (0.7111)  loss_vfl_aux_3: 0.7181 (0.6971)  loss_vfl_aux_4: 0.7041 (0.6891)  loss_vfl_aux_5: 0.8042 (0.7722)  loss_vfl_dn_0: 0.4597 (0.4560)  loss_vfl_dn_1: 0.3915 (0.3918)  loss_vfl_dn_2: 0.3692 (0.3759)  loss_vfl_dn_3: 0.3630 (0.3683)  loss_vfl_dn_4: 0.3605 (0.3656)  loss_vfl_dn_5: 0.3618 (0.3649)  time: 0.4902  data: 0.0139  max mem: 5654
Epoch: [36]  [2500/7393]  eta: 0:40:01  lr: 0.000010  loss: 15.7016 (16.1343)  loss_bbox: 0.1387 (0.1566)  loss_bbox_aux_0: 0.1569 (0.1703)  loss_bbox_aux_1: 0.1492 (0.1622)  loss_bbox_aux_2: 0.1463 (0.1589)  loss_bbox_aux_3: 0.1398 (0.1569)  loss_bbox_aux_4: 0.1402 (0.1565)  loss_bbox_aux_5: 0.2009 (0.2077)  loss_bbox_dn_0: 0.2675 (0.2772)  loss_bbox_dn_1: 0.1900 (0.2071)  loss_bbox_dn_2: 0.1719 (0.1856)  loss_bbox_dn_3: 0.1637 (0.1790)  loss_bbox_dn_4: 0.1637 (0.1775)  loss_bbox_dn_5: 0.1637 (0.1775)  loss_giou: 0.3988 (0.4791)  loss_giou_aux_0: 0.4458 (0.5044)  loss_giou_aux_1: 0.4276 (0.4902)  loss_giou_aux_2: 0.4119 (0.4843)  loss_giou_aux_3: 0.4020 (0.4803)  loss_giou_aux_4: 0.3989 (0.4792)  loss_giou_aux_5: 0.5158 (0.5706)  loss_giou_dn_0: 0.5664 (0.5910)  loss_giou_dn_1: 0.4568 (0.4847)  loss_giou_dn_2: 0.4222 (0.4547)  loss_giou_dn_3: 0.4114 (0.4463)  loss_giou_dn_4: 0.4085 (0.4443)  loss_giou_dn_5: 0.4086 (0.4444)  loss_vfl: 0.6623 (0.6855)  loss_vfl_aux_0: 0.7946 (0.7909)  loss_vfl_aux_1: 0.7221 (0.7393)  loss_vfl_aux_2: 0.6863 (0.7111)  loss_vfl_aux_3: 0.6788 (0.6970)  loss_vfl_aux_4: 0.6684 (0.6890)  loss_vfl_aux_5: 0.7914 (0.7726)  loss_vfl_dn_0: 0.4579 (0.4561)  loss_vfl_dn_1: 0.3948 (0.3917)  loss_vfl_dn_2: 0.3712 (0.3758)  loss_vfl_dn_3: 0.3648 (0.3682)  loss_vfl_dn_4: 0.3628 (0.3656)  loss_vfl_dn_5: 0.3604 (0.3648)  time: 0.4847  data: 0.0139  max mem: 5654
Epoch: [36]  [2600/7393]  eta: 0:39:09  lr: 0.000010  loss: 16.4802 (16.1414)  loss_bbox: 0.1762 (0.1570)  loss_bbox_aux_0: 0.1911 (0.1707)  loss_bbox_aux_1: 0.1735 (0.1626)  loss_bbox_aux_2: 0.1772 (0.1593)  loss_bbox_aux_3: 0.1762 (0.1573)  loss_bbox_aux_4: 0.1775 (0.1569)  loss_bbox_aux_5: 0.2139 (0.2081)  loss_bbox_dn_0: 0.2737 (0.2776)  loss_bbox_dn_1: 0.2084 (0.2074)  loss_bbox_dn_2: 0.1883 (0.1859)  loss_bbox_dn_3: 0.1826 (0.1793)  loss_bbox_dn_4: 0.1824 (0.1778)  loss_bbox_dn_5: 0.1824 (0.1778)  loss_giou: 0.4776 (0.4790)  loss_giou_aux_0: 0.4977 (0.5044)  loss_giou_aux_1: 0.4904 (0.4902)  loss_giou_aux_2: 0.4805 (0.4843)  loss_giou_aux_3: 0.4760 (0.4802)  loss_giou_aux_4: 0.4777 (0.4791)  loss_giou_aux_5: 0.5715 (0.5706)  loss_giou_dn_0: 0.5921 (0.5910)  loss_giou_dn_1: 0.4868 (0.4847)  loss_giou_dn_2: 0.4536 (0.4548)  loss_giou_dn_3: 0.4410 (0.4464)  loss_giou_dn_4: 0.4408 (0.4443)  loss_giou_dn_5: 0.4412 (0.4445)  loss_vfl: 0.6899 (0.6859)  loss_vfl_aux_0: 0.7697 (0.7911)  loss_vfl_aux_1: 0.7403 (0.7394)  loss_vfl_aux_2: 0.7149 (0.7112)  loss_vfl_aux_3: 0.6877 (0.6973)  loss_vfl_aux_4: 0.6831 (0.6894)  loss_vfl_aux_5: 0.7577 (0.7729)  loss_vfl_dn_0: 0.4607 (0.4562)  loss_vfl_dn_1: 0.3983 (0.3919)  loss_vfl_dn_2: 0.3811 (0.3759)  loss_vfl_dn_3: 0.3752 (0.3683)  loss_vfl_dn_4: 0.3727 (0.3657)  loss_vfl_dn_5: 0.3703 (0.3650)  time: 0.4868  data: 0.0137  max mem: 5654
Epoch: [36]  [2700/7393]  eta: 0:38:18  lr: 0.000010  loss: 16.6603 (16.1435)  loss_bbox: 0.1518 (0.1571)  loss_bbox_aux_0: 0.1721 (0.1707)  loss_bbox_aux_1: 0.1577 (0.1626)  loss_bbox_aux_2: 0.1533 (0.1594)  loss_bbox_aux_3: 0.1463 (0.1574)  loss_bbox_aux_4: 0.1500 (0.1570)  loss_bbox_aux_5: 0.2023 (0.2081)  loss_bbox_dn_0: 0.2453 (0.2775)  loss_bbox_dn_1: 0.1883 (0.2074)  loss_bbox_dn_2: 0.1693 (0.1859)  loss_bbox_dn_3: 0.1603 (0.1793)  loss_bbox_dn_4: 0.1589 (0.1778)  loss_bbox_dn_5: 0.1589 (0.1778)  loss_giou: 0.5249 (0.4789)  loss_giou_aux_0: 0.5254 (0.5042)  loss_giou_aux_1: 0.5220 (0.4901)  loss_giou_aux_2: 0.5168 (0.4842)  loss_giou_aux_3: 0.5311 (0.4801)  loss_giou_aux_4: 0.5222 (0.4790)  loss_giou_aux_5: 0.5992 (0.5703)  loss_giou_dn_0: 0.6064 (0.5909)  loss_giou_dn_1: 0.5019 (0.4847)  loss_giou_dn_2: 0.4668 (0.4547)  loss_giou_dn_3: 0.4573 (0.4463)  loss_giou_dn_4: 0.4558 (0.4442)  loss_giou_dn_5: 0.4566 (0.4444)  loss_vfl: 0.6773 (0.6863)  loss_vfl_aux_0: 0.7623 (0.7915)  loss_vfl_aux_1: 0.7800 (0.7401)  loss_vfl_aux_2: 0.7152 (0.7116)  loss_vfl_aux_3: 0.6956 (0.6976)  loss_vfl_aux_4: 0.6868 (0.6897)  loss_vfl_aux_5: 0.7599 (0.7731)  loss_vfl_dn_0: 0.4618 (0.4563)  loss_vfl_dn_1: 0.3881 (0.3919)  loss_vfl_dn_2: 0.3739 (0.3760)  loss_vfl_dn_3: 0.3685 (0.3684)  loss_vfl_dn_4: 0.3674 (0.3658)  loss_vfl_dn_5: 0.3666 (0.3650)  time: 0.4839  data: 0.0143  max mem: 5654
Epoch: [36]  [2800/7393]  eta: 0:37:28  lr: 0.000010  loss: 16.4510 (16.1482)  loss_bbox: 0.1605 (0.1572)  loss_bbox_aux_0: 0.1757 (0.1709)  loss_bbox_aux_1: 0.1653 (0.1627)  loss_bbox_aux_2: 0.1651 (0.1595)  loss_bbox_aux_3: 0.1633 (0.1575)  loss_bbox_aux_4: 0.1589 (0.1571)  loss_bbox_aux_5: 0.2166 (0.2083)  loss_bbox_dn_0: 0.2960 (0.2777)  loss_bbox_dn_1: 0.2220 (0.2076)  loss_bbox_dn_2: 0.2000 (0.1861)  loss_bbox_dn_3: 0.1890 (0.1795)  loss_bbox_dn_4: 0.1868 (0.1780)  loss_bbox_dn_5: 0.1867 (0.1780)  loss_giou: 0.4704 (0.4788)  loss_giou_aux_0: 0.4939 (0.5042)  loss_giou_aux_1: 0.4899 (0.4899)  loss_giou_aux_2: 0.4796 (0.4841)  loss_giou_aux_3: 0.4796 (0.4801)  loss_giou_aux_4: 0.4701 (0.4789)  loss_giou_aux_5: 0.5514 (0.5703)  loss_giou_dn_0: 0.6073 (0.5910)  loss_giou_dn_1: 0.5115 (0.4847)  loss_giou_dn_2: 0.4776 (0.4547)  loss_giou_dn_3: 0.4693 (0.4463)  loss_giou_dn_4: 0.4668 (0.4443)  loss_giou_dn_5: 0.4668 (0.4445)  loss_vfl: 0.6934 (0.6867)  loss_vfl_aux_0: 0.8031 (0.7918)  loss_vfl_aux_1: 0.7368 (0.7409)  loss_vfl_aux_2: 0.7207 (0.7121)  loss_vfl_aux_3: 0.6859 (0.6979)  loss_vfl_aux_4: 0.6902 (0.6901)  loss_vfl_aux_5: 0.7894 (0.7734)  loss_vfl_dn_0: 0.4542 (0.4563)  loss_vfl_dn_1: 0.3963 (0.3919)  loss_vfl_dn_2: 0.3772 (0.3760)  loss_vfl_dn_3: 0.3677 (0.3684)  loss_vfl_dn_4: 0.3667 (0.3657)  loss_vfl_dn_5: 0.3641 (0.3650)  time: 0.4726  data: 0.0140  max mem: 5654
Epoch: [36]  [2900/7393]  eta: 0:36:38  lr: 0.000010  loss: 16.2767 (16.1513)  loss_bbox: 0.1479 (0.1572)  loss_bbox_aux_0: 0.1693 (0.1709)  loss_bbox_aux_1: 0.1609 (0.1627)  loss_bbox_aux_2: 0.1576 (0.1595)  loss_bbox_aux_3: 0.1500 (0.1575)  loss_bbox_aux_4: 0.1466 (0.1571)  loss_bbox_aux_5: 0.2074 (0.2082)  loss_bbox_dn_0: 0.2707 (0.2778)  loss_bbox_dn_1: 0.1890 (0.2077)  loss_bbox_dn_2: 0.1585 (0.1862)  loss_bbox_dn_3: 0.1522 (0.1795)  loss_bbox_dn_4: 0.1498 (0.1781)  loss_bbox_dn_5: 0.1497 (0.1781)  loss_giou: 0.4697 (0.4788)  loss_giou_aux_0: 0.4965 (0.5041)  loss_giou_aux_1: 0.4836 (0.4899)  loss_giou_aux_2: 0.4763 (0.4841)  loss_giou_aux_3: 0.4669 (0.4801)  loss_giou_aux_4: 0.4706 (0.4789)  loss_giou_aux_5: 0.5463 (0.5701)  loss_giou_dn_0: 0.5864 (0.5910)  loss_giou_dn_1: 0.4978 (0.4848)  loss_giou_dn_2: 0.4582 (0.4548)  loss_giou_dn_3: 0.4478 (0.4464)  loss_giou_dn_4: 0.4442 (0.4443)  loss_giou_dn_5: 0.4441 (0.4445)  loss_vfl: 0.7058 (0.6869)  loss_vfl_aux_0: 0.8062 (0.7921)  loss_vfl_aux_1: 0.7719 (0.7415)  loss_vfl_aux_2: 0.7207 (0.7123)  loss_vfl_aux_3: 0.7206 (0.6981)  loss_vfl_aux_4: 0.7032 (0.6903)  loss_vfl_aux_5: 0.7941 (0.7739)  loss_vfl_dn_0: 0.4624 (0.4564)  loss_vfl_dn_1: 0.3956 (0.3920)  loss_vfl_dn_2: 0.3766 (0.3760)  loss_vfl_dn_3: 0.3682 (0.3685)  loss_vfl_dn_4: 0.3671 (0.3658)  loss_vfl_dn_5: 0.3679 (0.3651)  time: 0.4766  data: 0.0139  max mem: 5654
Epoch: [36]  [3000/7393]  eta: 0:35:56  lr: 0.000010  loss: 16.1799 (16.1546)  loss_bbox: 0.1571 (0.1572)  loss_bbox_aux_0: 0.1603 (0.1709)  loss_bbox_aux_1: 0.1466 (0.1626)  loss_bbox_aux_2: 0.1508 (0.1595)  loss_bbox_aux_3: 0.1571 (0.1575)  loss_bbox_aux_4: 0.1588 (0.1572)  loss_bbox_aux_5: 0.1916 (0.2082)  loss_bbox_dn_0: 0.2442 (0.2778)  loss_bbox_dn_1: 0.1856 (0.2077)  loss_bbox_dn_2: 0.1691 (0.1862)  loss_bbox_dn_3: 0.1670 (0.1795)  loss_bbox_dn_4: 0.1657 (0.1781)  loss_bbox_dn_5: 0.1657 (0.1781)  loss_giou: 0.4866 (0.4792)  loss_giou_aux_0: 0.5179 (0.5044)  loss_giou_aux_1: 0.4986 (0.4902)  loss_giou_aux_2: 0.4896 (0.4845)  loss_giou_aux_3: 0.4882 (0.4805)  loss_giou_aux_4: 0.4894 (0.4793)  loss_giou_aux_5: 0.5855 (0.5705)  loss_giou_dn_0: 0.5932 (0.5913)  loss_giou_dn_1: 0.4936 (0.4851)  loss_giou_dn_2: 0.4609 (0.4551)  loss_giou_dn_3: 0.4447 (0.4467)  loss_giou_dn_4: 0.4432 (0.4447)  loss_giou_dn_5: 0.4436 (0.4448)  loss_vfl: 0.6888 (0.6866)  loss_vfl_aux_0: 0.7683 (0.7920)  loss_vfl_aux_1: 0.7503 (0.7413)  loss_vfl_aux_2: 0.7253 (0.7120)  loss_vfl_aux_3: 0.7045 (0.6979)  loss_vfl_aux_4: 0.6835 (0.6900)  loss_vfl_aux_5: 0.7492 (0.7740)  loss_vfl_dn_0: 0.4520 (0.4563)  loss_vfl_dn_1: 0.3933 (0.3921)  loss_vfl_dn_2: 0.3812 (0.3761)  loss_vfl_dn_3: 0.3738 (0.3685)  loss_vfl_dn_4: 0.3710 (0.3659)  loss_vfl_dn_5: 0.3710 (0.3651)  time: 0.4686  data: 0.0144  max mem: 5654
Epoch: [36]  [3100/7393]  eta: 0:35:05  lr: 0.000010  loss: 15.7595 (16.1553)  loss_bbox: 0.1559 (0.1573)  loss_bbox_aux_0: 0.1656 (0.1709)  loss_bbox_aux_1: 0.1567 (0.1627)  loss_bbox_aux_2: 0.1570 (0.1597)  loss_bbox_aux_3: 0.1586 (0.1576)  loss_bbox_aux_4: 0.1595 (0.1573)  loss_bbox_aux_5: 0.1979 (0.2083)  loss_bbox_dn_0: 0.2620 (0.2780)  loss_bbox_dn_1: 0.1941 (0.2078)  loss_bbox_dn_2: 0.1815 (0.1862)  loss_bbox_dn_3: 0.1788 (0.1796)  loss_bbox_dn_4: 0.1755 (0.1782)  loss_bbox_dn_5: 0.1756 (0.1782)  loss_giou: 0.4760 (0.4793)  loss_giou_aux_0: 0.4910 (0.5043)  loss_giou_aux_1: 0.4863 (0.4902)  loss_giou_aux_2: 0.4866 (0.4845)  loss_giou_aux_3: 0.4788 (0.4805)  loss_giou_aux_4: 0.4795 (0.4794)  loss_giou_aux_5: 0.5545 (0.5704)  loss_giou_dn_0: 0.5800 (0.5911)  loss_giou_dn_1: 0.4758 (0.4849)  loss_giou_dn_2: 0.4486 (0.4550)  loss_giou_dn_3: 0.4401 (0.4466)  loss_giou_dn_4: 0.4389 (0.4445)  loss_giou_dn_5: 0.4396 (0.4447)  loss_vfl: 0.6918 (0.6865)  loss_vfl_aux_0: 0.7964 (0.7921)  loss_vfl_aux_1: 0.7447 (0.7412)  loss_vfl_aux_2: 0.7061 (0.7119)  loss_vfl_aux_3: 0.6955 (0.6978)  loss_vfl_aux_4: 0.6987 (0.6899)  loss_vfl_aux_5: 0.7873 (0.7741)  loss_vfl_dn_0: 0.4499 (0.4564)  loss_vfl_dn_1: 0.3864 (0.3921)  loss_vfl_dn_2: 0.3715 (0.3762)  loss_vfl_dn_3: 0.3650 (0.3686)  loss_vfl_dn_4: 0.3637 (0.3659)  loss_vfl_dn_5: 0.3633 (0.3652)  time: 0.4701  data: 0.0138  max mem: 5654
Epoch: [36]  [3200/7393]  eta: 0:34:21  lr: 0.000010  loss: 16.0389 (16.1604)  loss_bbox: 0.1372 (0.1572)  loss_bbox_aux_0: 0.1502 (0.1708)  loss_bbox_aux_1: 0.1417 (0.1626)  loss_bbox_aux_2: 0.1318 (0.1596)  loss_bbox_aux_3: 0.1367 (0.1575)  loss_bbox_aux_4: 0.1374 (0.1572)  loss_bbox_aux_5: 0.1848 (0.2082)  loss_bbox_dn_0: 0.2270 (0.2780)  loss_bbox_dn_1: 0.1712 (0.2079)  loss_bbox_dn_2: 0.1580 (0.1863)  loss_bbox_dn_3: 0.1568 (0.1797)  loss_bbox_dn_4: 0.1575 (0.1783)  loss_bbox_dn_5: 0.1575 (0.1783)  loss_giou: 0.4861 (0.4796)  loss_giou_aux_0: 0.4961 (0.5048)  loss_giou_aux_1: 0.4987 (0.4906)  loss_giou_aux_2: 0.5012 (0.4849)  loss_giou_aux_3: 0.4891 (0.4809)  loss_giou_aux_4: 0.4897 (0.4798)  loss_giou_aux_5: 0.5664 (0.5708)  loss_giou_dn_0: 0.6023 (0.5915)  loss_giou_dn_1: 0.5035 (0.4853)  loss_giou_dn_2: 0.4731 (0.4554)  loss_giou_dn_3: 0.4648 (0.4470)  loss_giou_dn_4: 0.4643 (0.4449)  loss_giou_dn_5: 0.4645 (0.4451)  loss_vfl: 0.6975 (0.6866)  loss_vfl_aux_0: 0.7691 (0.7919)  loss_vfl_aux_1: 0.7341 (0.7413)  loss_vfl_aux_2: 0.7249 (0.7121)  loss_vfl_aux_3: 0.7003 (0.6979)  loss_vfl_aux_4: 0.6995 (0.6900)  loss_vfl_aux_5: 0.7805 (0.7740)  loss_vfl_dn_0: 0.4558 (0.4564)  loss_vfl_dn_1: 0.3902 (0.3921)  loss_vfl_dn_2: 0.3746 (0.3762)  loss_vfl_dn_3: 0.3662 (0.3686)  loss_vfl_dn_4: 0.3632 (0.3660)  loss_vfl_dn_5: 0.3630 (0.3652)  time: 0.4743  data: 0.0139  max mem: 5654
Epoch: [36]  [3300/7393]  eta: 0:33:31  lr: 0.000010  loss: 16.1502 (16.1592)  loss_bbox: 0.1634 (0.1572)  loss_bbox_aux_0: 0.1716 (0.1708)  loss_bbox_aux_1: 0.1688 (0.1627)  loss_bbox_aux_2: 0.1696 (0.1596)  loss_bbox_aux_3: 0.1646 (0.1576)  loss_bbox_aux_4: 0.1631 (0.1572)  loss_bbox_aux_5: 0.2172 (0.2083)  loss_bbox_dn_0: 0.2692 (0.2780)  loss_bbox_dn_1: 0.2006 (0.2079)  loss_bbox_dn_2: 0.1815 (0.1863)  loss_bbox_dn_3: 0.1710 (0.1797)  loss_bbox_dn_4: 0.1683 (0.1782)  loss_bbox_dn_5: 0.1681 (0.1783)  loss_giou: 0.5159 (0.4797)  loss_giou_aux_0: 0.5146 (0.5048)  loss_giou_aux_1: 0.5070 (0.4906)  loss_giou_aux_2: 0.5048 (0.4850)  loss_giou_aux_3: 0.5068 (0.4809)  loss_giou_aux_4: 0.5040 (0.4798)  loss_giou_aux_5: 0.5692 (0.5709)  loss_giou_dn_0: 0.5914 (0.5914)  loss_giou_dn_1: 0.4719 (0.4853)  loss_giou_dn_2: 0.4472 (0.4554)  loss_giou_dn_3: 0.4382 (0.4469)  loss_giou_dn_4: 0.4368 (0.4449)  loss_giou_dn_5: 0.4373 (0.4451)  loss_vfl: 0.6535 (0.6864)  loss_vfl_aux_0: 0.7748 (0.7918)  loss_vfl_aux_1: 0.7095 (0.7412)  loss_vfl_aux_2: 0.6678 (0.7119)  loss_vfl_aux_3: 0.6627 (0.6977)  loss_vfl_aux_4: 0.6541 (0.6898)  loss_vfl_aux_5: 0.7485 (0.7739)  loss_vfl_dn_0: 0.4511 (0.4564)  loss_vfl_dn_1: 0.3923 (0.3921)  loss_vfl_dn_2: 0.3788 (0.3761)  loss_vfl_dn_3: 0.3688 (0.3685)  loss_vfl_dn_4: 0.3684 (0.3659)  loss_vfl_dn_5: 0.3673 (0.3651)  time: 0.4819  data: 0.0140  max mem: 5654
Epoch: [36]  [3400/7393]  eta: 0:32:40  lr: 0.000010  loss: 16.4752 (16.1589)  loss_bbox: 0.1445 (0.1572)  loss_bbox_aux_0: 0.1526 (0.1708)  loss_bbox_aux_1: 0.1505 (0.1626)  loss_bbox_aux_2: 0.1519 (0.1596)  loss_bbox_aux_3: 0.1514 (0.1575)  loss_bbox_aux_4: 0.1494 (0.1572)  loss_bbox_aux_5: 0.1913 (0.2083)  loss_bbox_dn_0: 0.2645 (0.2780)  loss_bbox_dn_1: 0.1934 (0.2079)  loss_bbox_dn_2: 0.1787 (0.1863)  loss_bbox_dn_3: 0.1727 (0.1797)  loss_bbox_dn_4: 0.1693 (0.1783)  loss_bbox_dn_5: 0.1693 (0.1783)  loss_giou: 0.5234 (0.4794)  loss_giou_aux_0: 0.5452 (0.5045)  loss_giou_aux_1: 0.5365 (0.4903)  loss_giou_aux_2: 0.5330 (0.4847)  loss_giou_aux_3: 0.5268 (0.4807)  loss_giou_aux_4: 0.5233 (0.4796)  loss_giou_aux_5: 0.6075 (0.5706)  loss_giou_dn_0: 0.6073 (0.5913)  loss_giou_dn_1: 0.5138 (0.4852)  loss_giou_dn_2: 0.4843 (0.4553)  loss_giou_dn_3: 0.4764 (0.4468)  loss_giou_dn_4: 0.4716 (0.4448)  loss_giou_dn_5: 0.4718 (0.4450)  loss_vfl: 0.6852 (0.6866)  loss_vfl_aux_0: 0.7586 (0.7920)  loss_vfl_aux_1: 0.7320 (0.7414)  loss_vfl_aux_2: 0.6883 (0.7120)  loss_vfl_aux_3: 0.6955 (0.6980)  loss_vfl_aux_4: 0.6833 (0.6900)  loss_vfl_aux_5: 0.7388 (0.7741)  loss_vfl_dn_0: 0.4502 (0.4565)  loss_vfl_dn_1: 0.3941 (0.3922)  loss_vfl_dn_2: 0.3792 (0.3762)  loss_vfl_dn_3: 0.3723 (0.3686)  loss_vfl_dn_4: 0.3720 (0.3660)  loss_vfl_dn_5: 0.3714 (0.3652)  time: 0.4770  data: 0.0139  max mem: 5654
Epoch: [36]  [3500/7393]  eta: 0:31:49  lr: 0.000010  loss: 15.7222 (16.1605)  loss_bbox: 0.1477 (0.1570)  loss_bbox_aux_0: 0.1636 (0.1707)  loss_bbox_aux_1: 0.1491 (0.1624)  loss_bbox_aux_2: 0.1537 (0.1594)  loss_bbox_aux_3: 0.1454 (0.1573)  loss_bbox_aux_4: 0.1516 (0.1570)  loss_bbox_aux_5: 0.2042 (0.2081)  loss_bbox_dn_0: 0.2519 (0.2774)  loss_bbox_dn_1: 0.1869 (0.2074)  loss_bbox_dn_2: 0.1667 (0.1859)  loss_bbox_dn_3: 0.1530 (0.1793)  loss_bbox_dn_4: 0.1536 (0.1778)  loss_bbox_dn_5: 0.1535 (0.1778)  loss_giou: 0.4430 (0.4804)  loss_giou_aux_0: 0.4705 (0.5056)  loss_giou_aux_1: 0.4572 (0.4913)  loss_giou_aux_2: 0.4494 (0.4857)  loss_giou_aux_3: 0.4461 (0.4817)  loss_giou_aux_4: 0.4449 (0.4806)  loss_giou_aux_5: 0.5514 (0.5717)  loss_giou_dn_0: 0.5949 (0.5919)  loss_giou_dn_1: 0.4798 (0.4857)  loss_giou_dn_2: 0.4544 (0.4558)  loss_giou_dn_3: 0.4444 (0.4474)  loss_giou_dn_4: 0.4429 (0.4453)  loss_giou_dn_5: 0.4430 (0.4455)  loss_vfl: 0.6702 (0.6861)  loss_vfl_aux_0: 0.7652 (0.7912)  loss_vfl_aux_1: 0.7284 (0.7409)  loss_vfl_aux_2: 0.6761 (0.7115)  loss_vfl_aux_3: 0.6723 (0.6974)  loss_vfl_aux_4: 0.6706 (0.6893)  loss_vfl_aux_5: 0.7471 (0.7733)  loss_vfl_dn_0: 0.4581 (0.4564)  loss_vfl_dn_1: 0.3912 (0.3921)  loss_vfl_dn_2: 0.3743 (0.3762)  loss_vfl_dn_3: 0.3682 (0.3686)  loss_vfl_dn_4: 0.3668 (0.3660)  loss_vfl_dn_5: 0.3673 (0.3653)  time: 0.4700  data: 0.0139  max mem: 5654
Epoch: [36]  [3600/7393]  eta: 0:30:59  lr: 0.000010  loss: 15.8278 (16.1586)  loss_bbox: 0.1430 (0.1569)  loss_bbox_aux_0: 0.1525 (0.1707)  loss_bbox_aux_1: 0.1480 (0.1624)  loss_bbox_aux_2: 0.1462 (0.1593)  loss_bbox_aux_3: 0.1466 (0.1572)  loss_bbox_aux_4: 0.1447 (0.1570)  loss_bbox_aux_5: 0.1997 (0.2081)  loss_bbox_dn_0: 0.2458 (0.2773)  loss_bbox_dn_1: 0.1728 (0.2072)  loss_bbox_dn_2: 0.1639 (0.1857)  loss_bbox_dn_3: 0.1560 (0.1791)  loss_bbox_dn_4: 0.1523 (0.1777)  loss_bbox_dn_5: 0.1523 (0.1777)  loss_giou: 0.4740 (0.4803)  loss_giou_aux_0: 0.4931 (0.5056)  loss_giou_aux_1: 0.4731 (0.4912)  loss_giou_aux_2: 0.4727 (0.4856)  loss_giou_aux_3: 0.4705 (0.4816)  loss_giou_aux_4: 0.4727 (0.4805)  loss_giou_aux_5: 0.5617 (0.5716)  loss_giou_dn_0: 0.5838 (0.5918)  loss_giou_dn_1: 0.4836 (0.4856)  loss_giou_dn_2: 0.4529 (0.4557)  loss_giou_dn_3: 0.4426 (0.4473)  loss_giou_dn_4: 0.4410 (0.4453)  loss_giou_dn_5: 0.4410 (0.4454)  loss_vfl: 0.6544 (0.6860)  loss_vfl_aux_0: 0.7750 (0.7914)  loss_vfl_aux_1: 0.7148 (0.7410)  loss_vfl_aux_2: 0.6946 (0.7115)  loss_vfl_aux_3: 0.6785 (0.6974)  loss_vfl_aux_4: 0.6512 (0.6893)  loss_vfl_aux_5: 0.7492 (0.7735)  loss_vfl_dn_0: 0.4490 (0.4563)  loss_vfl_dn_1: 0.3885 (0.3921)  loss_vfl_dn_2: 0.3732 (0.3762)  loss_vfl_dn_3: 0.3681 (0.3686)  loss_vfl_dn_4: 0.3662 (0.3660)  loss_vfl_dn_5: 0.3642 (0.3652)  time: 0.4776  data: 0.0140  max mem: 5654
Epoch: [36]  [3700/7393]  eta: 0:30:08  lr: 0.000010  loss: 15.6806 (16.1609)  loss_bbox: 0.1421 (0.1570)  loss_bbox_aux_0: 0.1509 (0.1707)  loss_bbox_aux_1: 0.1458 (0.1624)  loss_bbox_aux_2: 0.1382 (0.1594)  loss_bbox_aux_3: 0.1426 (0.1573)  loss_bbox_aux_4: 0.1431 (0.1570)  loss_bbox_aux_5: 0.1791 (0.2081)  loss_bbox_dn_0: 0.2262 (0.2773)  loss_bbox_dn_1: 0.1681 (0.2071)  loss_bbox_dn_2: 0.1527 (0.1856)  loss_bbox_dn_3: 0.1459 (0.1790)  loss_bbox_dn_4: 0.1454 (0.1776)  loss_bbox_dn_5: 0.1454 (0.1776)  loss_giou: 0.4722 (0.4807)  loss_giou_aux_0: 0.5017 (0.5059)  loss_giou_aux_1: 0.4885 (0.4915)  loss_giou_aux_2: 0.4845 (0.4860)  loss_giou_aux_3: 0.4797 (0.4821)  loss_giou_aux_4: 0.4767 (0.4809)  loss_giou_aux_5: 0.5554 (0.5719)  loss_giou_dn_0: 0.6105 (0.5919)  loss_giou_dn_1: 0.4923 (0.4857)  loss_giou_dn_2: 0.4659 (0.4558)  loss_giou_dn_3: 0.4536 (0.4474)  loss_giou_dn_4: 0.4519 (0.4453)  loss_giou_dn_5: 0.4532 (0.4455)  loss_vfl: 0.6826 (0.6859)  loss_vfl_aux_0: 0.7988 (0.7915)  loss_vfl_aux_1: 0.7252 (0.7409)  loss_vfl_aux_2: 0.6959 (0.7114)  loss_vfl_aux_3: 0.6678 (0.6972)  loss_vfl_aux_4: 0.6914 (0.6892)  loss_vfl_aux_5: 0.7765 (0.7734)  loss_vfl_dn_0: 0.4577 (0.4563)  loss_vfl_dn_1: 0.3931 (0.3921)  loss_vfl_dn_2: 0.3764 (0.3762)  loss_vfl_dn_3: 0.3696 (0.3686)  loss_vfl_dn_4: 0.3676 (0.3660)  loss_vfl_dn_5: 0.3678 (0.3653)  time: 0.4832  data: 0.0138  max mem: 5654
Epoch: [36]  [3800/7393]  eta: 0:29:18  lr: 0.000010  loss: 15.5686 (16.1543)  loss_bbox: 0.1511 (0.1570)  loss_bbox_aux_0: 0.1658 (0.1705)  loss_bbox_aux_1: 0.1640 (0.1623)  loss_bbox_aux_2: 0.1573 (0.1594)  loss_bbox_aux_3: 0.1569 (0.1573)  loss_bbox_aux_4: 0.1522 (0.1570)  loss_bbox_aux_5: 0.1976 (0.2080)  loss_bbox_dn_0: 0.2524 (0.2770)  loss_bbox_dn_1: 0.1829 (0.2070)  loss_bbox_dn_2: 0.1512 (0.1855)  loss_bbox_dn_3: 0.1426 (0.1789)  loss_bbox_dn_4: 0.1410 (0.1775)  loss_bbox_dn_5: 0.1410 (0.1775)  loss_giou: 0.4719 (0.4806)  loss_giou_aux_0: 0.4965 (0.5056)  loss_giou_aux_1: 0.4833 (0.4913)  loss_giou_aux_2: 0.4832 (0.4858)  loss_giou_aux_3: 0.4862 (0.4819)  loss_giou_aux_4: 0.4767 (0.4808)  loss_giou_aux_5: 0.5735 (0.5716)  loss_giou_dn_0: 0.5842 (0.5917)  loss_giou_dn_1: 0.4883 (0.4855)  loss_giou_dn_2: 0.4584 (0.4556)  loss_giou_dn_3: 0.4504 (0.4472)  loss_giou_dn_4: 0.4468 (0.4451)  loss_giou_dn_5: 0.4468 (0.4453)  loss_vfl: 0.6540 (0.6854)  loss_vfl_aux_0: 0.8000 (0.7914)  loss_vfl_aux_1: 0.7053 (0.7406)  loss_vfl_aux_2: 0.6732 (0.7111)  loss_vfl_aux_3: 0.6480 (0.6967)  loss_vfl_aux_4: 0.6452 (0.6887)  loss_vfl_aux_5: 0.7631 (0.7733)  loss_vfl_dn_0: 0.4626 (0.4564)  loss_vfl_dn_1: 0.3885 (0.3921)  loss_vfl_dn_2: 0.3707 (0.3762)  loss_vfl_dn_3: 0.3643 (0.3686)  loss_vfl_dn_4: 0.3619 (0.3660)  loss_vfl_dn_5: 0.3605 (0.3652)  time: 0.4745  data: 0.0138  max mem: 5654
Epoch: [36]  [3900/7393]  eta: 0:28:28  lr: 0.000010  loss: 16.3325 (16.1519)  loss_bbox: 0.1574 (0.1570)  loss_bbox_aux_0: 0.1635 (0.1705)  loss_bbox_aux_1: 0.1622 (0.1623)  loss_bbox_aux_2: 0.1578 (0.1594)  loss_bbox_aux_3: 0.1586 (0.1574)  loss_bbox_aux_4: 0.1575 (0.1570)  loss_bbox_aux_5: 0.2005 (0.2079)  loss_bbox_dn_0: 0.2844 (0.2771)  loss_bbox_dn_1: 0.2204 (0.2070)  loss_bbox_dn_2: 0.2073 (0.1856)  loss_bbox_dn_3: 0.1985 (0.1790)  loss_bbox_dn_4: 0.1974 (0.1776)  loss_bbox_dn_5: 0.1977 (0.1776)  loss_giou: 0.3990 (0.4803)  loss_giou_aux_0: 0.4270 (0.5053)  loss_giou_aux_1: 0.4254 (0.4910)  loss_giou_aux_2: 0.4180 (0.4855)  loss_giou_aux_3: 0.4057 (0.4817)  loss_giou_aux_4: 0.4012 (0.4805)  loss_giou_aux_5: 0.4952 (0.5713)  loss_giou_dn_0: 0.5948 (0.5916)  loss_giou_dn_1: 0.4843 (0.4853)  loss_giou_dn_2: 0.4483 (0.4554)  loss_giou_dn_3: 0.4379 (0.4470)  loss_giou_dn_4: 0.4349 (0.4450)  loss_giou_dn_5: 0.4358 (0.4452)  loss_vfl: 0.7101 (0.6852)  loss_vfl_aux_0: 0.8254 (0.7914)  loss_vfl_aux_1: 0.7906 (0.7406)  loss_vfl_aux_2: 0.7448 (0.7110)  loss_vfl_aux_3: 0.7287 (0.6965)  loss_vfl_aux_4: 0.7277 (0.6886)  loss_vfl_aux_5: 0.8000 (0.7735)  loss_vfl_dn_0: 0.4549 (0.4564)  loss_vfl_dn_1: 0.4065 (0.3921)  loss_vfl_dn_2: 0.3869 (0.3762)  loss_vfl_dn_3: 0.3816 (0.3686)  loss_vfl_dn_4: 0.3810 (0.3660)  loss_vfl_dn_5: 0.3771 (0.3652)  time: 0.4702  data: 0.0136  max mem: 5654
Epoch: [36]  [4000/7393]  eta: 0:27:38  lr: 0.000010  loss: 16.2104 (16.1535)  loss_bbox: 0.1487 (0.1569)  loss_bbox_aux_0: 0.1603 (0.1704)  loss_bbox_aux_1: 0.1551 (0.1622)  loss_bbox_aux_2: 0.1473 (0.1593)  loss_bbox_aux_3: 0.1484 (0.1573)  loss_bbox_aux_4: 0.1487 (0.1569)  loss_bbox_aux_5: 0.2047 (0.2078)  loss_bbox_dn_0: 0.2556 (0.2769)  loss_bbox_dn_1: 0.1984 (0.2069)  loss_bbox_dn_2: 0.1732 (0.1854)  loss_bbox_dn_3: 0.1679 (0.1788)  loss_bbox_dn_4: 0.1662 (0.1774)  loss_bbox_dn_5: 0.1661 (0.1774)  loss_giou: 0.4988 (0.4809)  loss_giou_aux_0: 0.5339 (0.5058)  loss_giou_aux_1: 0.5105 (0.4916)  loss_giou_aux_2: 0.4974 (0.4861)  loss_giou_aux_3: 0.4926 (0.4822)  loss_giou_aux_4: 0.4989 (0.4811)  loss_giou_aux_5: 0.5879 (0.5718)  loss_giou_dn_0: 0.6097 (0.5920)  loss_giou_dn_1: 0.5060 (0.4857)  loss_giou_dn_2: 0.4788 (0.4558)  loss_giou_dn_3: 0.4744 (0.4474)  loss_giou_dn_4: 0.4714 (0.4453)  loss_giou_dn_5: 0.4713 (0.4455)  loss_vfl: 0.6863 (0.6849)  loss_vfl_aux_0: 0.7910 (0.7911)  loss_vfl_aux_1: 0.7187 (0.7401)  loss_vfl_aux_2: 0.6917 (0.7107)  loss_vfl_aux_3: 0.7000 (0.6962)  loss_vfl_aux_4: 0.6610 (0.6882)  loss_vfl_aux_5: 0.7573 (0.7732)  loss_vfl_dn_0: 0.4554 (0.4563)  loss_vfl_dn_1: 0.3949 (0.3921)  loss_vfl_dn_2: 0.3832 (0.3762)  loss_vfl_dn_3: 0.3762 (0.3686)  loss_vfl_dn_4: 0.3746 (0.3660)  loss_vfl_dn_5: 0.3728 (0.3652)  time: 0.4776  data: 0.0136  max mem: 5654
Epoch: [36]  [4100/7393]  eta: 0:26:49  lr: 0.000010  loss: 15.9983 (16.1492)  loss_bbox: 0.1515 (0.1570)  loss_bbox_aux_0: 0.1650 (0.1705)  loss_bbox_aux_1: 0.1565 (0.1624)  loss_bbox_aux_2: 0.1546 (0.1594)  loss_bbox_aux_3: 0.1474 (0.1573)  loss_bbox_aux_4: 0.1520 (0.1570)  loss_bbox_aux_5: 0.2081 (0.2079)  loss_bbox_dn_0: 0.2741 (0.2771)  loss_bbox_dn_1: 0.2006 (0.2070)  loss_bbox_dn_2: 0.1802 (0.1856)  loss_bbox_dn_3: 0.1664 (0.1790)  loss_bbox_dn_4: 0.1600 (0.1775)  loss_bbox_dn_5: 0.1601 (0.1775)  loss_giou: 0.4538 (0.4805)  loss_giou_aux_0: 0.4861 (0.5054)  loss_giou_aux_1: 0.4564 (0.4912)  loss_giou_aux_2: 0.4551 (0.4857)  loss_giou_aux_3: 0.4499 (0.4818)  loss_giou_aux_4: 0.4587 (0.4806)  loss_giou_aux_5: 0.5279 (0.5714)  loss_giou_dn_0: 0.5827 (0.5916)  loss_giou_dn_1: 0.4757 (0.4854)  loss_giou_dn_2: 0.4409 (0.4555)  loss_giou_dn_3: 0.4250 (0.4471)  loss_giou_dn_4: 0.4202 (0.4450)  loss_giou_dn_5: 0.4201 (0.4452)  loss_vfl: 0.6744 (0.6848)  loss_vfl_aux_0: 0.7472 (0.7911)  loss_vfl_aux_1: 0.7105 (0.7399)  loss_vfl_aux_2: 0.6804 (0.7105)  loss_vfl_aux_3: 0.6975 (0.6962)  loss_vfl_aux_4: 0.6745 (0.6881)  loss_vfl_aux_5: 0.7524 (0.7732)  loss_vfl_dn_0: 0.4603 (0.4563)  loss_vfl_dn_1: 0.3917 (0.3920)  loss_vfl_dn_2: 0.3695 (0.3761)  loss_vfl_dn_3: 0.3674 (0.3685)  loss_vfl_dn_4: 0.3627 (0.3658)  loss_vfl_dn_5: 0.3616 (0.3651)  time: 0.4803  data: 0.0144  max mem: 5654
Epoch: [36]  [4200/7393]  eta: 0:25:59  lr: 0.000010  loss: 16.2611 (16.1493)  loss_bbox: 0.1433 (0.1569)  loss_bbox_aux_0: 0.1534 (0.1705)  loss_bbox_aux_1: 0.1479 (0.1623)  loss_bbox_aux_2: 0.1498 (0.1594)  loss_bbox_aux_3: 0.1440 (0.1573)  loss_bbox_aux_4: 0.1433 (0.1570)  loss_bbox_aux_5: 0.1865 (0.2079)  loss_bbox_dn_0: 0.2299 (0.2771)  loss_bbox_dn_1: 0.1746 (0.2071)  loss_bbox_dn_2: 0.1558 (0.1856)  loss_bbox_dn_3: 0.1513 (0.1790)  loss_bbox_dn_4: 0.1507 (0.1776)  loss_bbox_dn_5: 0.1507 (0.1776)  loss_giou: 0.5111 (0.4803)  loss_giou_aux_0: 0.5185 (0.5053)  loss_giou_aux_1: 0.5167 (0.4911)  loss_giou_aux_2: 0.5102 (0.4856)  loss_giou_aux_3: 0.5141 (0.4817)  loss_giou_aux_4: 0.5109 (0.4805)  loss_giou_aux_5: 0.5977 (0.5712)  loss_giou_dn_0: 0.6158 (0.5915)  loss_giou_dn_1: 0.5080 (0.4853)  loss_giou_dn_2: 0.4733 (0.4554)  loss_giou_dn_3: 0.4627 (0.4470)  loss_giou_dn_4: 0.4607 (0.4450)  loss_giou_dn_5: 0.4608 (0.4452)  loss_vfl: 0.6635 (0.6850)  loss_vfl_aux_0: 0.7987 (0.7913)  loss_vfl_aux_1: 0.7315 (0.7402)  loss_vfl_aux_2: 0.6949 (0.7107)  loss_vfl_aux_3: 0.6822 (0.6964)  loss_vfl_aux_4: 0.6716 (0.6883)  loss_vfl_aux_5: 0.7710 (0.7733)  loss_vfl_dn_0: 0.4573 (0.4563)  loss_vfl_dn_1: 0.3902 (0.3920)  loss_vfl_dn_2: 0.3753 (0.3760)  loss_vfl_dn_3: 0.3668 (0.3685)  loss_vfl_dn_4: 0.3658 (0.3658)  loss_vfl_dn_5: 0.3643 (0.3651)  time: 0.4790  data: 0.0141  max mem: 5654
Epoch: [36]  [4300/7393]  eta: 0:25:09  lr: 0.000010  loss: 15.8252 (16.1506)  loss_bbox: 0.1459 (0.1568)  loss_bbox_aux_0: 0.1649 (0.1703)  loss_bbox_aux_1: 0.1593 (0.1622)  loss_bbox_aux_2: 0.1469 (0.1593)  loss_bbox_aux_3: 0.1378 (0.1572)  loss_bbox_aux_4: 0.1462 (0.1568)  loss_bbox_aux_5: 0.1954 (0.2078)  loss_bbox_dn_0: 0.2598 (0.2770)  loss_bbox_dn_1: 0.2004 (0.2070)  loss_bbox_dn_2: 0.1765 (0.1855)  loss_bbox_dn_3: 0.1720 (0.1789)  loss_bbox_dn_4: 0.1702 (0.1775)  loss_bbox_dn_5: 0.1703 (0.1775)  loss_giou: 0.4593 (0.4804)  loss_giou_aux_0: 0.4977 (0.5053)  loss_giou_aux_1: 0.4824 (0.4911)  loss_giou_aux_2: 0.4683 (0.4856)  loss_giou_aux_3: 0.4654 (0.4817)  loss_giou_aux_4: 0.4611 (0.4806)  loss_giou_aux_5: 0.5551 (0.5713)  loss_giou_dn_0: 0.5750 (0.5917)  loss_giou_dn_1: 0.4679 (0.4855)  loss_giou_dn_2: 0.4457 (0.4555)  loss_giou_dn_3: 0.4351 (0.4471)  loss_giou_dn_4: 0.4317 (0.4451)  loss_giou_dn_5: 0.4317 (0.4452)  loss_vfl: 0.6738 (0.6853)  loss_vfl_aux_0: 0.7685 (0.7915)  loss_vfl_aux_1: 0.7188 (0.7404)  loss_vfl_aux_2: 0.7089 (0.7109)  loss_vfl_aux_3: 0.6900 (0.6967)  loss_vfl_aux_4: 0.6727 (0.6886)  loss_vfl_aux_5: 0.7530 (0.7734)  loss_vfl_dn_0: 0.4611 (0.4563)  loss_vfl_dn_1: 0.3898 (0.3920)  loss_vfl_dn_2: 0.3767 (0.3761)  loss_vfl_dn_3: 0.3669 (0.3685)  loss_vfl_dn_4: 0.3624 (0.3659)  loss_vfl_dn_5: 0.3617 (0.3651)  time: 0.4699  data: 0.0139  max mem: 5654
Epoch: [36]  [4400/7393]  eta: 0:24:20  lr: 0.000010  loss: 16.1573 (16.1536)  loss_bbox: 0.1444 (0.1568)  loss_bbox_aux_0: 0.1561 (0.1702)  loss_bbox_aux_1: 0.1431 (0.1621)  loss_bbox_aux_2: 0.1455 (0.1591)  loss_bbox_aux_3: 0.1458 (0.1571)  loss_bbox_aux_4: 0.1460 (0.1568)  loss_bbox_aux_5: 0.1941 (0.2077)  loss_bbox_dn_0: 0.2453 (0.2767)  loss_bbox_dn_1: 0.1822 (0.2067)  loss_bbox_dn_2: 0.1649 (0.1853)  loss_bbox_dn_3: 0.1573 (0.1787)  loss_bbox_dn_4: 0.1532 (0.1773)  loss_bbox_dn_5: 0.1532 (0.1773)  loss_giou: 0.4741 (0.4808)  loss_giou_aux_0: 0.4930 (0.5056)  loss_giou_aux_1: 0.4909 (0.4916)  loss_giou_aux_2: 0.4769 (0.4860)  loss_giou_aux_3: 0.4762 (0.4821)  loss_giou_aux_4: 0.4772 (0.4810)  loss_giou_aux_5: 0.5661 (0.5716)  loss_giou_dn_0: 0.5850 (0.5920)  loss_giou_dn_1: 0.4872 (0.4858)  loss_giou_dn_2: 0.4567 (0.4558)  loss_giou_dn_3: 0.4421 (0.4474)  loss_giou_dn_4: 0.4365 (0.4454)  loss_giou_dn_5: 0.4369 (0.4455)  loss_vfl: 0.6724 (0.6853)  loss_vfl_aux_0: 0.7894 (0.7917)  loss_vfl_aux_1: 0.7265 (0.7404)  loss_vfl_aux_2: 0.6911 (0.7110)  loss_vfl_aux_3: 0.6842 (0.6966)  loss_vfl_aux_4: 0.6743 (0.6886)  loss_vfl_aux_5: 0.7776 (0.7734)  loss_vfl_dn_0: 0.4669 (0.4563)  loss_vfl_dn_1: 0.3901 (0.3921)  loss_vfl_dn_2: 0.3722 (0.3761)  loss_vfl_dn_3: 0.3631 (0.3686)  loss_vfl_dn_4: 0.3597 (0.3659)  loss_vfl_dn_5: 0.3595 (0.3652)  time: 0.4658  data: 0.0143  max mem: 5654
Epoch: [36]  [4500/7393]  eta: 0:23:33  lr: 0.000010  loss: 15.6844 (16.1540)  loss_bbox: 0.1624 (0.1568)  loss_bbox_aux_0: 0.1701 (0.1701)  loss_bbox_aux_1: 0.1620 (0.1622)  loss_bbox_aux_2: 0.1555 (0.1591)  loss_bbox_aux_3: 0.1563 (0.1571)  loss_bbox_aux_4: 0.1618 (0.1568)  loss_bbox_aux_5: 0.2026 (0.2076)  loss_bbox_dn_0: 0.2791 (0.2766)  loss_bbox_dn_1: 0.2041 (0.2067)  loss_bbox_dn_2: 0.1812 (0.1853)  loss_bbox_dn_3: 0.1752 (0.1787)  loss_bbox_dn_4: 0.1754 (0.1773)  loss_bbox_dn_5: 0.1748 (0.1773)  loss_giou: 0.4522 (0.4810)  loss_giou_aux_0: 0.4805 (0.5057)  loss_giou_aux_1: 0.4601 (0.4917)  loss_giou_aux_2: 0.4543 (0.4861)  loss_giou_aux_3: 0.4470 (0.4822)  loss_giou_aux_4: 0.4495 (0.4811)  loss_giou_aux_5: 0.5368 (0.5717)  loss_giou_dn_0: 0.5786 (0.5920)  loss_giou_dn_1: 0.4726 (0.4858)  loss_giou_dn_2: 0.4389 (0.4559)  loss_giou_dn_3: 0.4306 (0.4474)  loss_giou_dn_4: 0.4274 (0.4454)  loss_giou_dn_5: 0.4274 (0.4456)  loss_vfl: 0.6561 (0.6851)  loss_vfl_aux_0: 0.7798 (0.7918)  loss_vfl_aux_1: 0.7214 (0.7403)  loss_vfl_aux_2: 0.6948 (0.7109)  loss_vfl_aux_3: 0.6841 (0.6965)  loss_vfl_aux_4: 0.6668 (0.6884)  loss_vfl_aux_5: 0.7591 (0.7733)  loss_vfl_dn_0: 0.4598 (0.4564)  loss_vfl_dn_1: 0.3963 (0.3921)  loss_vfl_dn_2: 0.3786 (0.3762)  loss_vfl_dn_3: 0.3704 (0.3686)  loss_vfl_dn_4: 0.3666 (0.3659)  loss_vfl_dn_5: 0.3663 (0.3652)  time: 0.7494  data: 0.0145  max mem: 5654
Epoch: [36]  [4600/7393]  eta: 0:22:44  lr: 0.000010  loss: 16.1304 (16.1553)  loss_bbox: 0.1598 (0.1567)  loss_bbox_aux_0: 0.1809 (0.1701)  loss_bbox_aux_1: 0.1735 (0.1621)  loss_bbox_aux_2: 0.1679 (0.1591)  loss_bbox_aux_3: 0.1590 (0.1571)  loss_bbox_aux_4: 0.1593 (0.1567)  loss_bbox_aux_5: 0.2152 (0.2076)  loss_bbox_dn_0: 0.2730 (0.2766)  loss_bbox_dn_1: 0.2012 (0.2067)  loss_bbox_dn_2: 0.1791 (0.1853)  loss_bbox_dn_3: 0.1770 (0.1787)  loss_bbox_dn_4: 0.1752 (0.1773)  loss_bbox_dn_5: 0.1750 (0.1773)  loss_giou: 0.5008 (0.4809)  loss_giou_aux_0: 0.5258 (0.5057)  loss_giou_aux_1: 0.5035 (0.4916)  loss_giou_aux_2: 0.5014 (0.4860)  loss_giou_aux_3: 0.4970 (0.4822)  loss_giou_aux_4: 0.5007 (0.4811)  loss_giou_aux_5: 0.5797 (0.5717)  loss_giou_dn_0: 0.6080 (0.5921)  loss_giou_dn_1: 0.5057 (0.4859)  loss_giou_dn_2: 0.4708 (0.4559)  loss_giou_dn_3: 0.4595 (0.4475)  loss_giou_dn_4: 0.4574 (0.4454)  loss_giou_dn_5: 0.4576 (0.4456)  loss_vfl: 0.6697 (0.6855)  loss_vfl_aux_0: 0.7754 (0.7918)  loss_vfl_aux_1: 0.7216 (0.7405)  loss_vfl_aux_2: 0.6896 (0.7112)  loss_vfl_aux_3: 0.6822 (0.6968)  loss_vfl_aux_4: 0.6770 (0.6888)  loss_vfl_aux_5: 0.7494 (0.7734)  loss_vfl_dn_0: 0.4477 (0.4564)  loss_vfl_dn_1: 0.3890 (0.3922)  loss_vfl_dn_2: 0.3726 (0.3762)  loss_vfl_dn_3: 0.3647 (0.3686)  loss_vfl_dn_4: 0.3640 (0.3660)  loss_vfl_dn_5: 0.3640 (0.3652)  time: 0.4712  data: 0.0134  max mem: 5654
Epoch: [36]  [4700/7393]  eta: 0:21:57  lr: 0.000010  loss: 16.4514 (16.1562)  loss_bbox: 0.1590 (0.1567)  loss_bbox_aux_0: 0.1696 (0.1702)  loss_bbox_aux_1: 0.1568 (0.1621)  loss_bbox_aux_2: 0.1627 (0.1591)  loss_bbox_aux_3: 0.1606 (0.1571)  loss_bbox_aux_4: 0.1596 (0.1567)  loss_bbox_aux_5: 0.2030 (0.2076)  loss_bbox_dn_0: 0.2418 (0.2766)  loss_bbox_dn_1: 0.1867 (0.2067)  loss_bbox_dn_2: 0.1753 (0.1853)  loss_bbox_dn_3: 0.1706 (0.1787)  loss_bbox_dn_4: 0.1683 (0.1773)  loss_bbox_dn_5: 0.1683 (0.1773)  loss_giou: 0.4954 (0.4810)  loss_giou_aux_0: 0.5498 (0.5059)  loss_giou_aux_1: 0.5279 (0.4918)  loss_giou_aux_2: 0.4979 (0.4862)  loss_giou_aux_3: 0.4985 (0.4823)  loss_giou_aux_4: 0.4933 (0.4812)  loss_giou_aux_5: 0.6211 (0.5719)  loss_giou_dn_0: 0.6064 (0.5922)  loss_giou_dn_1: 0.4936 (0.4859)  loss_giou_dn_2: 0.4682 (0.4560)  loss_giou_dn_3: 0.4623 (0.4476)  loss_giou_dn_4: 0.4604 (0.4456)  loss_giou_dn_5: 0.4601 (0.4457)  loss_vfl: 0.6747 (0.6854)  loss_vfl_aux_0: 0.7397 (0.7915)  loss_vfl_aux_1: 0.7092 (0.7404)  loss_vfl_aux_2: 0.7025 (0.7111)  loss_vfl_aux_3: 0.6823 (0.6968)  loss_vfl_aux_4: 0.6830 (0.6887)  loss_vfl_aux_5: 0.6993 (0.7730)  loss_vfl_dn_0: 0.4443 (0.4564)  loss_vfl_dn_1: 0.3860 (0.3921)  loss_vfl_dn_2: 0.3702 (0.3762)  loss_vfl_dn_3: 0.3586 (0.3686)  loss_vfl_dn_4: 0.3582 (0.3660)  loss_vfl_dn_5: 0.3564 (0.3652)  time: 0.4820  data: 0.0138  max mem: 5654
Epoch: [36]  [4800/7393]  eta: 0:21:08  lr: 0.000010  loss: 15.9438 (16.1543)  loss_bbox: 0.1836 (0.1569)  loss_bbox_aux_0: 0.2038 (0.1703)  loss_bbox_aux_1: 0.1762 (0.1622)  loss_bbox_aux_2: 0.1763 (0.1592)  loss_bbox_aux_3: 0.1871 (0.1572)  loss_bbox_aux_4: 0.1862 (0.1569)  loss_bbox_aux_5: 0.2374 (0.2078)  loss_bbox_dn_0: 0.3243 (0.2766)  loss_bbox_dn_1: 0.2443 (0.2067)  loss_bbox_dn_2: 0.2207 (0.1853)  loss_bbox_dn_3: 0.2073 (0.1788)  loss_bbox_dn_4: 0.2049 (0.1773)  loss_bbox_dn_5: 0.2051 (0.1773)  loss_giou: 0.4374 (0.4807)  loss_giou_aux_0: 0.4570 (0.5057)  loss_giou_aux_1: 0.4428 (0.4915)  loss_giou_aux_2: 0.4359 (0.4859)  loss_giou_aux_3: 0.4469 (0.4820)  loss_giou_aux_4: 0.4333 (0.4809)  loss_giou_aux_5: 0.5398 (0.5716)  loss_giou_dn_0: 0.5848 (0.5920)  loss_giou_dn_1: 0.4675 (0.4857)  loss_giou_dn_2: 0.4307 (0.4558)  loss_giou_dn_3: 0.4140 (0.4473)  loss_giou_dn_4: 0.4095 (0.4453)  loss_giou_dn_5: 0.4099 (0.4455)  loss_vfl: 0.6968 (0.6855)  loss_vfl_aux_0: 0.8312 (0.7916)  loss_vfl_aux_1: 0.7646 (0.7404)  loss_vfl_aux_2: 0.7425 (0.7113)  loss_vfl_aux_3: 0.7006 (0.6968)  loss_vfl_aux_4: 0.6980 (0.6888)  loss_vfl_aux_5: 0.7734 (0.7730)  loss_vfl_dn_0: 0.4507 (0.4564)  loss_vfl_dn_1: 0.3834 (0.3921)  loss_vfl_dn_2: 0.3729 (0.3762)  loss_vfl_dn_3: 0.3701 (0.3686)  loss_vfl_dn_4: 0.3679 (0.3660)  loss_vfl_dn_5: 0.3661 (0.3652)  time: 0.4785  data: 0.0144  max mem: 5654
Epoch: [36]  [4900/7393]  eta: 0:20:18  lr: 0.000010  loss: 16.2563 (16.1553)  loss_bbox: 0.1463 (0.1569)  loss_bbox_aux_0: 0.1687 (0.1703)  loss_bbox_aux_1: 0.1511 (0.1623)  loss_bbox_aux_2: 0.1485 (0.1592)  loss_bbox_aux_3: 0.1479 (0.1573)  loss_bbox_aux_4: 0.1472 (0.1569)  loss_bbox_aux_5: 0.1935 (0.2078)  loss_bbox_dn_0: 0.2781 (0.2767)  loss_bbox_dn_1: 0.1986 (0.2068)  loss_bbox_dn_2: 0.1785 (0.1854)  loss_bbox_dn_3: 0.1640 (0.1789)  loss_bbox_dn_4: 0.1623 (0.1774)  loss_bbox_dn_5: 0.1623 (0.1774)  loss_giou: 0.5092 (0.4807)  loss_giou_aux_0: 0.5106 (0.5057)  loss_giou_aux_1: 0.5145 (0.4915)  loss_giou_aux_2: 0.5062 (0.4858)  loss_giou_aux_3: 0.5079 (0.4820)  loss_giou_aux_4: 0.5093 (0.4809)  loss_giou_aux_5: 0.5664 (0.5716)  loss_giou_dn_0: 0.5986 (0.5920)  loss_giou_dn_1: 0.4932 (0.4857)  loss_giou_dn_2: 0.4615 (0.4558)  loss_giou_dn_3: 0.4511 (0.4474)  loss_giou_dn_4: 0.4502 (0.4454)  loss_giou_dn_5: 0.4502 (0.4455)  loss_vfl: 0.6951 (0.6855)  loss_vfl_aux_0: 0.7812 (0.7914)  loss_vfl_aux_1: 0.7344 (0.7405)  loss_vfl_aux_2: 0.7161 (0.7113)  loss_vfl_aux_3: 0.7035 (0.6968)  loss_vfl_aux_4: 0.7119 (0.6889)  loss_vfl_aux_5: 0.7594 (0.7728)  loss_vfl_dn_0: 0.4548 (0.4564)  loss_vfl_dn_1: 0.3960 (0.3921)  loss_vfl_dn_2: 0.3787 (0.3762)  loss_vfl_dn_3: 0.3732 (0.3686)  loss_vfl_dn_4: 0.3717 (0.3660)  loss_vfl_dn_5: 0.3701 (0.3652)  time: 0.4733  data: 0.0141  max mem: 5654
Epoch: [36]  [5000/7393]  eta: 0:19:29  lr: 0.000010  loss: 15.6778 (16.1585)  loss_bbox: 0.1384 (0.1569)  loss_bbox_aux_0: 0.1605 (0.1704)  loss_bbox_aux_1: 0.1498 (0.1623)  loss_bbox_aux_2: 0.1524 (0.1593)  loss_bbox_aux_3: 0.1479 (0.1573)  loss_bbox_aux_4: 0.1453 (0.1570)  loss_bbox_aux_5: 0.2026 (0.2079)  loss_bbox_dn_0: 0.2428 (0.2769)  loss_bbox_dn_1: 0.1809 (0.2070)  loss_bbox_dn_2: 0.1632 (0.1856)  loss_bbox_dn_3: 0.1551 (0.1790)  loss_bbox_dn_4: 0.1531 (0.1775)  loss_bbox_dn_5: 0.1530 (0.1775)  loss_giou: 0.4592 (0.4807)  loss_giou_aux_0: 0.4974 (0.5057)  loss_giou_aux_1: 0.4712 (0.4915)  loss_giou_aux_2: 0.4586 (0.4859)  loss_giou_aux_3: 0.4640 (0.4820)  loss_giou_aux_4: 0.4592 (0.4809)  loss_giou_aux_5: 0.5703 (0.5717)  loss_giou_dn_0: 0.5790 (0.5920)  loss_giou_dn_1: 0.4605 (0.4858)  loss_giou_dn_2: 0.4371 (0.4559)  loss_giou_dn_3: 0.4313 (0.4474)  loss_giou_dn_4: 0.4300 (0.4454)  loss_giou_dn_5: 0.4301 (0.4456)  loss_vfl: 0.6617 (0.6858)  loss_vfl_aux_0: 0.7958 (0.7917)  loss_vfl_aux_1: 0.7388 (0.7409)  loss_vfl_aux_2: 0.6947 (0.7115)  loss_vfl_aux_3: 0.6789 (0.6970)  loss_vfl_aux_4: 0.6687 (0.6892)  loss_vfl_aux_5: 0.7702 (0.7730)  loss_vfl_dn_0: 0.4540 (0.4564)  loss_vfl_dn_1: 0.3928 (0.3921)  loss_vfl_dn_2: 0.3771 (0.3762)  loss_vfl_dn_3: 0.3680 (0.3686)  loss_vfl_dn_4: 0.3647 (0.3659)  loss_vfl_dn_5: 0.3660 (0.3652)  time: 0.4669  data: 0.0138  max mem: 5654
Epoch: [36]  [5100/7393]  eta: 0:18:39  lr: 0.000010  loss: 16.4896 (16.1583)  loss_bbox: 0.1492 (0.1570)  loss_bbox_aux_0: 0.1627 (0.1704)  loss_bbox_aux_1: 0.1527 (0.1623)  loss_bbox_aux_2: 0.1530 (0.1593)  loss_bbox_aux_3: 0.1535 (0.1573)  loss_bbox_aux_4: 0.1486 (0.1570)  loss_bbox_aux_5: 0.1973 (0.2080)  loss_bbox_dn_0: 0.2484 (0.2770)  loss_bbox_dn_1: 0.1800 (0.2070)  loss_bbox_dn_2: 0.1680 (0.1856)  loss_bbox_dn_3: 0.1651 (0.1790)  loss_bbox_dn_4: 0.1649 (0.1776)  loss_bbox_dn_5: 0.1648 (0.1776)  loss_giou: 0.4680 (0.4808)  loss_giou_aux_0: 0.5007 (0.5058)  loss_giou_aux_1: 0.4769 (0.4916)  loss_giou_aux_2: 0.4703 (0.4859)  loss_giou_aux_3: 0.4675 (0.4821)  loss_giou_aux_4: 0.4696 (0.4810)  loss_giou_aux_5: 0.5627 (0.5717)  loss_giou_dn_0: 0.6009 (0.5919)  loss_giou_dn_1: 0.4985 (0.4856)  loss_giou_dn_2: 0.4717 (0.4558)  loss_giou_dn_3: 0.4602 (0.4473)  loss_giou_dn_4: 0.4564 (0.4453)  loss_giou_dn_5: 0.4564 (0.4455)  loss_vfl: 0.7065 (0.6857)  loss_vfl_aux_0: 0.8018 (0.7918)  loss_vfl_aux_1: 0.7478 (0.7408)  loss_vfl_aux_2: 0.7363 (0.7115)  loss_vfl_aux_3: 0.7235 (0.6970)  loss_vfl_aux_4: 0.7028 (0.6891)  loss_vfl_aux_5: 0.7816 (0.7731)  loss_vfl_dn_0: 0.4562 (0.4564)  loss_vfl_dn_1: 0.3988 (0.3921)  loss_vfl_dn_2: 0.3820 (0.3761)  loss_vfl_dn_3: 0.3744 (0.3685)  loss_vfl_dn_4: 0.3722 (0.3659)  loss_vfl_dn_5: 0.3717 (0.3651)  time: 0.4756  data: 0.0143  max mem: 5654
Epoch: [36]  [5200/7393]  eta: 0:17:50  lr: 0.000010  loss: 16.1829 (16.1573)  loss_bbox: 0.1353 (0.1569)  loss_bbox_aux_0: 0.1488 (0.1703)  loss_bbox_aux_1: 0.1482 (0.1623)  loss_bbox_aux_2: 0.1443 (0.1592)  loss_bbox_aux_3: 0.1381 (0.1573)  loss_bbox_aux_4: 0.1367 (0.1569)  loss_bbox_aux_5: 0.1998 (0.2079)  loss_bbox_dn_0: 0.2662 (0.2770)  loss_bbox_dn_1: 0.1949 (0.2069)  loss_bbox_dn_2: 0.1718 (0.1855)  loss_bbox_dn_3: 0.1652 (0.1790)  loss_bbox_dn_4: 0.1641 (0.1775)  loss_bbox_dn_5: 0.1641 (0.1775)  loss_giou: 0.4600 (0.4809)  loss_giou_aux_0: 0.4916 (0.5057)  loss_giou_aux_1: 0.4855 (0.4916)  loss_giou_aux_2: 0.4713 (0.4859)  loss_giou_aux_3: 0.4652 (0.4822)  loss_giou_aux_4: 0.4655 (0.4810)  loss_giou_aux_5: 0.5598 (0.5718)  loss_giou_dn_0: 0.5943 (0.5920)  loss_giou_dn_1: 0.4771 (0.4857)  loss_giou_dn_2: 0.4577 (0.4558)  loss_giou_dn_3: 0.4479 (0.4473)  loss_giou_dn_4: 0.4440 (0.4453)  loss_giou_dn_5: 0.4440 (0.4455)  loss_vfl: 0.7058 (0.6856)  loss_vfl_aux_0: 0.8200 (0.7918)  loss_vfl_aux_1: 0.7573 (0.7407)  loss_vfl_aux_2: 0.7218 (0.7114)  loss_vfl_aux_3: 0.7032 (0.6969)  loss_vfl_aux_4: 0.7111 (0.6890)  loss_vfl_aux_5: 0.7856 (0.7730)  loss_vfl_dn_0: 0.4523 (0.4563)  loss_vfl_dn_1: 0.3890 (0.3920)  loss_vfl_dn_2: 0.3769 (0.3761)  loss_vfl_dn_3: 0.3693 (0.3685)  loss_vfl_dn_4: 0.3654 (0.3658)  loss_vfl_dn_5: 0.3650 (0.3651)  time: 0.4801  data: 0.0137  max mem: 5654
Epoch: [36]  [5300/7393]  eta: 0:17:01  lr: 0.000010  loss: 16.1611 (16.1580)  loss_bbox: 0.1574 (0.1569)  loss_bbox_aux_0: 0.1552 (0.1703)  loss_bbox_aux_1: 0.1561 (0.1623)  loss_bbox_aux_2: 0.1555 (0.1592)  loss_bbox_aux_3: 0.1523 (0.1573)  loss_bbox_aux_4: 0.1573 (0.1569)  loss_bbox_aux_5: 0.1884 (0.2079)  loss_bbox_dn_0: 0.2654 (0.2770)  loss_bbox_dn_1: 0.1946 (0.2069)  loss_bbox_dn_2: 0.1822 (0.1856)  loss_bbox_dn_3: 0.1754 (0.1790)  loss_bbox_dn_4: 0.1738 (0.1776)  loss_bbox_dn_5: 0.1738 (0.1776)  loss_giou: 0.4854 (0.4808)  loss_giou_aux_0: 0.5205 (0.5057)  loss_giou_aux_1: 0.5003 (0.4915)  loss_giou_aux_2: 0.4896 (0.4859)  loss_giou_aux_3: 0.4867 (0.4821)  loss_giou_aux_4: 0.4850 (0.4810)  loss_giou_aux_5: 0.5638 (0.5717)  loss_giou_dn_0: 0.6073 (0.5920)  loss_giou_dn_1: 0.5036 (0.4856)  loss_giou_dn_2: 0.4706 (0.4558)  loss_giou_dn_3: 0.4663 (0.4473)  loss_giou_dn_4: 0.4619 (0.4453)  loss_giou_dn_5: 0.4618 (0.4455)  loss_vfl: 0.6726 (0.6857)  loss_vfl_aux_0: 0.7781 (0.7920)  loss_vfl_aux_1: 0.7451 (0.7409)  loss_vfl_aux_2: 0.7033 (0.7115)  loss_vfl_aux_3: 0.6856 (0.6969)  loss_vfl_aux_4: 0.6770 (0.6891)  loss_vfl_aux_5: 0.7641 (0.7731)  loss_vfl_dn_0: 0.4598 (0.4563)  loss_vfl_dn_1: 0.3888 (0.3920)  loss_vfl_dn_2: 0.3720 (0.3761)  loss_vfl_dn_3: 0.3661 (0.3685)  loss_vfl_dn_4: 0.3626 (0.3659)  loss_vfl_dn_5: 0.3627 (0.3651)  time: 0.4786  data: 0.0141  max mem: 5654
Epoch: [36]  [5400/7393]  eta: 0:16:12  lr: 0.000010  loss: 15.8982 (16.1552)  loss_bbox: 0.1470 (0.1568)  loss_bbox_aux_0: 0.1588 (0.1701)  loss_bbox_aux_1: 0.1456 (0.1621)  loss_bbox_aux_2: 0.1497 (0.1591)  loss_bbox_aux_3: 0.1464 (0.1572)  loss_bbox_aux_4: 0.1486 (0.1568)  loss_bbox_aux_5: 0.1924 (0.2076)  loss_bbox_dn_0: 0.2396 (0.2766)  loss_bbox_dn_1: 0.1829 (0.2066)  loss_bbox_dn_2: 0.1639 (0.1853)  loss_bbox_dn_3: 0.1574 (0.1787)  loss_bbox_dn_4: 0.1551 (0.1773)  loss_bbox_dn_5: 0.1551 (0.1773)  loss_giou: 0.4476 (0.4811)  loss_giou_aux_0: 0.4829 (0.5060)  loss_giou_aux_1: 0.4615 (0.4918)  loss_giou_aux_2: 0.4593 (0.4862)  loss_giou_aux_3: 0.4603 (0.4824)  loss_giou_aux_4: 0.4522 (0.4813)  loss_giou_aux_5: 0.5424 (0.5720)  loss_giou_dn_0: 0.5654 (0.5921)  loss_giou_dn_1: 0.4627 (0.4857)  loss_giou_dn_2: 0.4343 (0.4559)  loss_giou_dn_3: 0.4286 (0.4474)  loss_giou_dn_4: 0.4265 (0.4454)  loss_giou_dn_5: 0.4265 (0.4456)  loss_vfl: 0.6740 (0.6854)  loss_vfl_aux_0: 0.7709 (0.7916)  loss_vfl_aux_1: 0.7294 (0.7405)  loss_vfl_aux_2: 0.6953 (0.7111)  loss_vfl_aux_3: 0.6830 (0.6966)  loss_vfl_aux_4: 0.6768 (0.6889)  loss_vfl_aux_5: 0.7761 (0.7728)  loss_vfl_dn_0: 0.4588 (0.4563)  loss_vfl_dn_1: 0.3952 (0.3920)  loss_vfl_dn_2: 0.3787 (0.3761)  loss_vfl_dn_3: 0.3677 (0.3685)  loss_vfl_dn_4: 0.3658 (0.3659)  loss_vfl_dn_5: 0.3639 (0.3651)  time: 0.4900  data: 0.0140  max mem: 5654
Epoch: [36]  [5500/7393]  eta: 0:15:23  lr: 0.000010  loss: 16.0465 (16.1563)  loss_bbox: 0.1510 (0.1568)  loss_bbox_aux_0: 0.1568 (0.1701)  loss_bbox_aux_1: 0.1466 (0.1621)  loss_bbox_aux_2: 0.1488 (0.1591)  loss_bbox_aux_3: 0.1484 (0.1572)  loss_bbox_aux_4: 0.1510 (0.1567)  loss_bbox_aux_5: 0.1981 (0.2077)  loss_bbox_dn_0: 0.2667 (0.2767)  loss_bbox_dn_1: 0.1984 (0.2066)  loss_bbox_dn_2: 0.1746 (0.1853)  loss_bbox_dn_3: 0.1671 (0.1787)  loss_bbox_dn_4: 0.1668 (0.1773)  loss_bbox_dn_5: 0.1669 (0.1773)  loss_giou: 0.4634 (0.4810)  loss_giou_aux_0: 0.4714 (0.5059)  loss_giou_aux_1: 0.4622 (0.4918)  loss_giou_aux_2: 0.4629 (0.4861)  loss_giou_aux_3: 0.4557 (0.4823)  loss_giou_aux_4: 0.4635 (0.4812)  loss_giou_aux_5: 0.5344 (0.5720)  loss_giou_dn_0: 0.5896 (0.5921)  loss_giou_dn_1: 0.4778 (0.4857)  loss_giou_dn_2: 0.4474 (0.4558)  loss_giou_dn_3: 0.4379 (0.4474)  loss_giou_dn_4: 0.4331 (0.4454)  loss_giou_dn_5: 0.4333 (0.4456)  loss_vfl: 0.6820 (0.6856)  loss_vfl_aux_0: 0.7595 (0.7918)  loss_vfl_aux_1: 0.7224 (0.7408)  loss_vfl_aux_2: 0.7100 (0.7114)  loss_vfl_aux_3: 0.6925 (0.6968)  loss_vfl_aux_4: 0.6872 (0.6891)  loss_vfl_aux_5: 0.7373 (0.7729)  loss_vfl_dn_0: 0.4532 (0.4563)  loss_vfl_dn_1: 0.3888 (0.3920)  loss_vfl_dn_2: 0.3752 (0.3761)  loss_vfl_dn_3: 0.3700 (0.3685)  loss_vfl_dn_4: 0.3652 (0.3659)  loss_vfl_dn_5: 0.3650 (0.3651)  time: 0.4772  data: 0.0139  max mem: 5654
Epoch: [36]  [5600/7393]  eta: 0:14:33  lr: 0.000010  loss: 15.8957 (16.1574)  loss_bbox: 0.1371 (0.1568)  loss_bbox_aux_0: 0.1443 (0.1702)  loss_bbox_aux_1: 0.1469 (0.1621)  loss_bbox_aux_2: 0.1423 (0.1591)  loss_bbox_aux_3: 0.1380 (0.1572)  loss_bbox_aux_4: 0.1419 (0.1568)  loss_bbox_aux_5: 0.1844 (0.2079)  loss_bbox_dn_0: 0.2320 (0.2769)  loss_bbox_dn_1: 0.1756 (0.2068)  loss_bbox_dn_2: 0.1564 (0.1855)  loss_bbox_dn_3: 0.1514 (0.1789)  loss_bbox_dn_4: 0.1492 (0.1775)  loss_bbox_dn_5: 0.1493 (0.1775)  loss_giou: 0.4683 (0.4808)  loss_giou_aux_0: 0.5106 (0.5056)  loss_giou_aux_1: 0.4881 (0.4915)  loss_giou_aux_2: 0.4791 (0.4858)  loss_giou_aux_3: 0.4704 (0.4821)  loss_giou_aux_4: 0.4680 (0.4809)  loss_giou_aux_5: 0.5678 (0.5718)  loss_giou_dn_0: 0.5875 (0.5921)  loss_giou_dn_1: 0.4880 (0.4857)  loss_giou_dn_2: 0.4606 (0.4558)  loss_giou_dn_3: 0.4538 (0.4474)  loss_giou_dn_4: 0.4509 (0.4453)  loss_giou_dn_5: 0.4512 (0.4455)  loss_vfl: 0.6987 (0.6859)  loss_vfl_aux_0: 0.7850 (0.7921)  loss_vfl_aux_1: 0.7394 (0.7409)  loss_vfl_aux_2: 0.7065 (0.7116)  loss_vfl_aux_3: 0.7028 (0.6970)  loss_vfl_aux_4: 0.6965 (0.6893)  loss_vfl_aux_5: 0.7398 (0.7730)  loss_vfl_dn_0: 0.4522 (0.4563)  loss_vfl_dn_1: 0.3879 (0.3920)  loss_vfl_dn_2: 0.3752 (0.3761)  loss_vfl_dn_3: 0.3635 (0.3685)  loss_vfl_dn_4: 0.3610 (0.3659)  loss_vfl_dn_5: 0.3609 (0.3651)  time: 0.4704  data: 0.0146  max mem: 5654
Epoch: [36]  [5700/7393]  eta: 0:13:44  lr: 0.000010  loss: 15.7807 (16.1568)  loss_bbox: 0.1299 (0.1567)  loss_bbox_aux_0: 0.1498 (0.1701)  loss_bbox_aux_1: 0.1355 (0.1621)  loss_bbox_aux_2: 0.1320 (0.1591)  loss_bbox_aux_3: 0.1268 (0.1571)  loss_bbox_aux_4: 0.1280 (0.1567)  loss_bbox_aux_5: 0.1886 (0.2078)  loss_bbox_dn_0: 0.2223 (0.2768)  loss_bbox_dn_1: 0.1708 (0.2068)  loss_bbox_dn_2: 0.1546 (0.1854)  loss_bbox_dn_3: 0.1557 (0.1788)  loss_bbox_dn_4: 0.1546 (0.1774)  loss_bbox_dn_5: 0.1546 (0.1774)  loss_giou: 0.4633 (0.4807)  loss_giou_aux_0: 0.4823 (0.5056)  loss_giou_aux_1: 0.4682 (0.4915)  loss_giou_aux_2: 0.4785 (0.4858)  loss_giou_aux_3: 0.4634 (0.4821)  loss_giou_aux_4: 0.4458 (0.4809)  loss_giou_aux_5: 0.5407 (0.5719)  loss_giou_dn_0: 0.5557 (0.5921)  loss_giou_dn_1: 0.4521 (0.4857)  loss_giou_dn_2: 0.4263 (0.4558)  loss_giou_dn_3: 0.4220 (0.4474)  loss_giou_dn_4: 0.4189 (0.4454)  loss_giou_dn_5: 0.4188 (0.4455)  loss_vfl: 0.6559 (0.6859)  loss_vfl_aux_0: 0.7567 (0.7921)  loss_vfl_aux_1: 0.7094 (0.7409)  loss_vfl_aux_2: 0.6873 (0.7116)  loss_vfl_aux_3: 0.6723 (0.6971)  loss_vfl_aux_4: 0.6638 (0.6893)  loss_vfl_aux_5: 0.7510 (0.7729)  loss_vfl_dn_0: 0.4480 (0.4563)  loss_vfl_dn_1: 0.3921 (0.3920)  loss_vfl_dn_2: 0.3763 (0.3761)  loss_vfl_dn_3: 0.3684 (0.3686)  loss_vfl_dn_4: 0.3622 (0.3659)  loss_vfl_dn_5: 0.3621 (0.3652)  time: 0.4865  data: 0.0143  max mem: 5654
Epoch: [36]  [5800/7393]  eta: 0:12:57  lr: 0.000010  loss: 15.4237 (16.1578)  loss_bbox: 0.1524 (0.1567)  loss_bbox_aux_0: 0.1659 (0.1701)  loss_bbox_aux_1: 0.1556 (0.1620)  loss_bbox_aux_2: 0.1496 (0.1590)  loss_bbox_aux_3: 0.1495 (0.1571)  loss_bbox_aux_4: 0.1525 (0.1566)  loss_bbox_aux_5: 0.2026 (0.2078)  loss_bbox_dn_0: 0.2781 (0.2768)  loss_bbox_dn_1: 0.2171 (0.2068)  loss_bbox_dn_2: 0.1961 (0.1854)  loss_bbox_dn_3: 0.1880 (0.1789)  loss_bbox_dn_4: 0.1851 (0.1775)  loss_bbox_dn_5: 0.1851 (0.1775)  loss_giou: 0.4315 (0.4806)  loss_giou_aux_0: 0.4492 (0.5054)  loss_giou_aux_1: 0.4386 (0.4913)  loss_giou_aux_2: 0.4328 (0.4857)  loss_giou_aux_3: 0.4326 (0.4819)  loss_giou_aux_4: 0.4319 (0.4808)  loss_giou_aux_5: 0.5135 (0.5718)  loss_giou_dn_0: 0.5755 (0.5920)  loss_giou_dn_1: 0.4662 (0.4856)  loss_giou_dn_2: 0.4286 (0.4558)  loss_giou_dn_3: 0.4232 (0.4473)  loss_giou_dn_4: 0.4219 (0.4453)  loss_giou_dn_5: 0.4219 (0.4455)  loss_vfl: 0.6703 (0.6863)  loss_vfl_aux_0: 0.8147 (0.7924)  loss_vfl_aux_1: 0.7572 (0.7413)  loss_vfl_aux_2: 0.7239 (0.7120)  loss_vfl_aux_3: 0.7002 (0.6975)  loss_vfl_aux_4: 0.6816 (0.6897)  loss_vfl_aux_5: 0.8050 (0.7733)  loss_vfl_dn_0: 0.4543 (0.4563)  loss_vfl_dn_1: 0.3852 (0.3921)  loss_vfl_dn_2: 0.3707 (0.3762)  loss_vfl_dn_3: 0.3637 (0.3686)  loss_vfl_dn_4: 0.3626 (0.3659)  loss_vfl_dn_5: 0.3629 (0.3652)  time: 0.4788  data: 0.0141  max mem: 5654
Epoch: [36]  [5900/7393]  eta: 0:12:08  lr: 0.000010  loss: 16.1088 (16.1538)  loss_bbox: 0.1495 (0.1567)  loss_bbox_aux_0: 0.1590 (0.1701)  loss_bbox_aux_1: 0.1497 (0.1620)  loss_bbox_aux_2: 0.1447 (0.1590)  loss_bbox_aux_3: 0.1491 (0.1570)  loss_bbox_aux_4: 0.1533 (0.1566)  loss_bbox_aux_5: 0.2078 (0.2078)  loss_bbox_dn_0: 0.2662 (0.2767)  loss_bbox_dn_1: 0.1947 (0.2067)  loss_bbox_dn_2: 0.1742 (0.1854)  loss_bbox_dn_3: 0.1660 (0.1788)  loss_bbox_dn_4: 0.1629 (0.1774)  loss_bbox_dn_5: 0.1631 (0.1774)  loss_giou: 0.4542 (0.4804)  loss_giou_aux_0: 0.4838 (0.5053)  loss_giou_aux_1: 0.4605 (0.4911)  loss_giou_aux_2: 0.4511 (0.4855)  loss_giou_aux_3: 0.4502 (0.4818)  loss_giou_aux_4: 0.4555 (0.4806)  loss_giou_aux_5: 0.5501 (0.5716)  loss_giou_dn_0: 0.5752 (0.5918)  loss_giou_dn_1: 0.4560 (0.4854)  loss_giou_dn_2: 0.4223 (0.4556)  loss_giou_dn_3: 0.4101 (0.4471)  loss_giou_dn_4: 0.4096 (0.4451)  loss_giou_dn_5: 0.4097 (0.4453)  loss_vfl: 0.6942 (0.6861)  loss_vfl_aux_0: 0.8024 (0.7923)  loss_vfl_aux_1: 0.7557 (0.7412)  loss_vfl_aux_2: 0.7318 (0.7120)  loss_vfl_aux_3: 0.7073 (0.6974)  loss_vfl_aux_4: 0.6988 (0.6896)  loss_vfl_aux_5: 0.7815 (0.7732)  loss_vfl_dn_0: 0.4546 (0.4563)  loss_vfl_dn_1: 0.3807 (0.3920)  loss_vfl_dn_2: 0.3670 (0.3761)  loss_vfl_dn_3: 0.3613 (0.3685)  loss_vfl_dn_4: 0.3593 (0.3659)  loss_vfl_dn_5: 0.3579 (0.3651)  time: 0.4751  data: 0.0143  max mem: 5654
Epoch: [36]  [6000/7393]  eta: 0:11:20  lr: 0.000010  loss: 16.5068 (16.1534)  loss_bbox: 0.1382 (0.1567)  loss_bbox_aux_0: 0.1530 (0.1700)  loss_bbox_aux_1: 0.1420 (0.1620)  loss_bbox_aux_2: 0.1369 (0.1590)  loss_bbox_aux_3: 0.1387 (0.1570)  loss_bbox_aux_4: 0.1367 (0.1566)  loss_bbox_aux_5: 0.1868 (0.2078)  loss_bbox_dn_0: 0.2228 (0.2767)  loss_bbox_dn_1: 0.1795 (0.2066)  loss_bbox_dn_2: 0.1516 (0.1853)  loss_bbox_dn_3: 0.1475 (0.1788)  loss_bbox_dn_4: 0.1471 (0.1774)  loss_bbox_dn_5: 0.1471 (0.1774)  loss_giou: 0.5046 (0.4805)  loss_giou_aux_0: 0.5114 (0.5052)  loss_giou_aux_1: 0.5137 (0.4912)  loss_giou_aux_2: 0.5071 (0.4855)  loss_giou_aux_3: 0.5009 (0.4818)  loss_giou_aux_4: 0.4993 (0.4806)  loss_giou_aux_5: 0.5876 (0.5716)  loss_giou_dn_0: 0.5982 (0.5917)  loss_giou_dn_1: 0.4978 (0.4854)  loss_giou_dn_2: 0.4762 (0.4556)  loss_giou_dn_3: 0.4658 (0.4471)  loss_giou_dn_4: 0.4631 (0.4451)  loss_giou_dn_5: 0.4635 (0.4453)  loss_vfl: 0.6988 (0.6861)  loss_vfl_aux_0: 0.8456 (0.7924)  loss_vfl_aux_1: 0.7934 (0.7413)  loss_vfl_aux_2: 0.7597 (0.7120)  loss_vfl_aux_3: 0.7299 (0.6973)  loss_vfl_aux_4: 0.7212 (0.6895)  loss_vfl_aux_5: 0.7935 (0.7731)  loss_vfl_dn_0: 0.4554 (0.4563)  loss_vfl_dn_1: 0.3923 (0.3920)  loss_vfl_dn_2: 0.3746 (0.3761)  loss_vfl_dn_3: 0.3672 (0.3685)  loss_vfl_dn_4: 0.3647 (0.3659)  loss_vfl_dn_5: 0.3640 (0.3651)  time: 0.4824  data: 0.0141  max mem: 5654
Epoch: [36]  [6100/7393]  eta: 0:10:31  lr: 0.000010  loss: 16.5082 (16.1568)  loss_bbox: 0.1512 (0.1567)  loss_bbox_aux_0: 0.1670 (0.1700)  loss_bbox_aux_1: 0.1543 (0.1620)  loss_bbox_aux_2: 0.1529 (0.1590)  loss_bbox_aux_3: 0.1526 (0.1571)  loss_bbox_aux_4: 0.1525 (0.1567)  loss_bbox_aux_5: 0.2028 (0.2078)  loss_bbox_dn_0: 0.2795 (0.2767)  loss_bbox_dn_1: 0.1804 (0.2066)  loss_bbox_dn_2: 0.1609 (0.1853)  loss_bbox_dn_3: 0.1533 (0.1788)  loss_bbox_dn_4: 0.1511 (0.1774)  loss_bbox_dn_5: 0.1511 (0.1774)  loss_giou: 0.4769 (0.4807)  loss_giou_aux_0: 0.5065 (0.5055)  loss_giou_aux_1: 0.4912 (0.4914)  loss_giou_aux_2: 0.4839 (0.4857)  loss_giou_aux_3: 0.4763 (0.4820)  loss_giou_aux_4: 0.4774 (0.4809)  loss_giou_aux_5: 0.5756 (0.5719)  loss_giou_dn_0: 0.5986 (0.5919)  loss_giou_dn_1: 0.4852 (0.4855)  loss_giou_dn_2: 0.4483 (0.4557)  loss_giou_dn_3: 0.4401 (0.4473)  loss_giou_dn_4: 0.4384 (0.4453)  loss_giou_dn_5: 0.4389 (0.4454)  loss_vfl: 0.7016 (0.6862)  loss_vfl_aux_0: 0.7811 (0.7925)  loss_vfl_aux_1: 0.7189 (0.7413)  loss_vfl_aux_2: 0.7050 (0.7121)  loss_vfl_aux_3: 0.6971 (0.6974)  loss_vfl_aux_4: 0.7057 (0.6896)  loss_vfl_aux_5: 0.7904 (0.7731)  loss_vfl_dn_0: 0.4612 (0.4563)  loss_vfl_dn_1: 0.3962 (0.3920)  loss_vfl_dn_2: 0.3813 (0.3761)  loss_vfl_dn_3: 0.3738 (0.3686)  loss_vfl_dn_4: 0.3706 (0.3659)  loss_vfl_dn_5: 0.3676 (0.3652)  time: 0.4814  data: 0.0136  max mem: 5654
Epoch: [36]  [6200/7393]  eta: 0:09:42  lr: 0.000010  loss: 16.4225 (16.1570)  loss_bbox: 0.1529 (0.1567)  loss_bbox_aux_0: 0.1632 (0.1700)  loss_bbox_aux_1: 0.1620 (0.1620)  loss_bbox_aux_2: 0.1529 (0.1590)  loss_bbox_aux_3: 0.1503 (0.1571)  loss_bbox_aux_4: 0.1547 (0.1567)  loss_bbox_aux_5: 0.2067 (0.2078)  loss_bbox_dn_0: 0.2829 (0.2768)  loss_bbox_dn_1: 0.2099 (0.2067)  loss_bbox_dn_2: 0.1940 (0.1854)  loss_bbox_dn_3: 0.1835 (0.1789)  loss_bbox_dn_4: 0.1837 (0.1775)  loss_bbox_dn_5: 0.1838 (0.1775)  loss_giou: 0.5059 (0.4807)  loss_giou_aux_0: 0.5261 (0.5055)  loss_giou_aux_1: 0.5061 (0.4914)  loss_giou_aux_2: 0.4970 (0.4857)  loss_giou_aux_3: 0.5074 (0.4820)  loss_giou_aux_4: 0.5054 (0.4809)  loss_giou_aux_5: 0.5803 (0.5718)  loss_giou_dn_0: 0.6029 (0.5918)  loss_giou_dn_1: 0.4922 (0.4855)  loss_giou_dn_2: 0.4733 (0.4557)  loss_giou_dn_3: 0.4647 (0.4473)  loss_giou_dn_4: 0.4616 (0.4452)  loss_giou_dn_5: 0.4621 (0.4454)  loss_vfl: 0.6607 (0.6861)  loss_vfl_aux_0: 0.7773 (0.7925)  loss_vfl_aux_1: 0.7138 (0.7413)  loss_vfl_aux_2: 0.7097 (0.7121)  loss_vfl_aux_3: 0.6822 (0.6973)  loss_vfl_aux_4: 0.6619 (0.6895)  loss_vfl_aux_5: 0.7696 (0.7731)  loss_vfl_dn_0: 0.4529 (0.4563)  loss_vfl_dn_1: 0.3870 (0.3920)  loss_vfl_dn_2: 0.3742 (0.3761)  loss_vfl_dn_3: 0.3676 (0.3685)  loss_vfl_dn_4: 0.3649 (0.3659)  loss_vfl_dn_5: 0.3637 (0.3651)  time: 0.4721  data: 0.0142  max mem: 5654
Epoch: [36]  [6300/7393]  eta: 0:08:53  lr: 0.000010  loss: 15.8879 (16.1538)  loss_bbox: 0.1498 (0.1566)  loss_bbox_aux_0: 0.1685 (0.1699)  loss_bbox_aux_1: 0.1658 (0.1620)  loss_bbox_aux_2: 0.1550 (0.1590)  loss_bbox_aux_3: 0.1523 (0.1570)  loss_bbox_aux_4: 0.1571 (0.1566)  loss_bbox_aux_5: 0.2107 (0.2077)  loss_bbox_dn_0: 0.2724 (0.2766)  loss_bbox_dn_1: 0.2187 (0.2066)  loss_bbox_dn_2: 0.1917 (0.1853)  loss_bbox_dn_3: 0.1766 (0.1787)  loss_bbox_dn_4: 0.1720 (0.1773)  loss_bbox_dn_5: 0.1720 (0.1773)  loss_giou: 0.4687 (0.4808)  loss_giou_aux_0: 0.4869 (0.5056)  loss_giou_aux_1: 0.4796 (0.4915)  loss_giou_aux_2: 0.4674 (0.4858)  loss_giou_aux_3: 0.4671 (0.4822)  loss_giou_aux_4: 0.4686 (0.4810)  loss_giou_aux_5: 0.5543 (0.5719)  loss_giou_dn_0: 0.5944 (0.5918)  loss_giou_dn_1: 0.4908 (0.4854)  loss_giou_dn_2: 0.4642 (0.4556)  loss_giou_dn_3: 0.4551 (0.4472)  loss_giou_dn_4: 0.4510 (0.4452)  loss_giou_dn_5: 0.4510 (0.4454)  loss_vfl: 0.6787 (0.6858)  loss_vfl_aux_0: 0.7868 (0.7922)  loss_vfl_aux_1: 0.7215 (0.7409)  loss_vfl_aux_2: 0.6866 (0.7118)  loss_vfl_aux_3: 0.6884 (0.6970)  loss_vfl_aux_4: 0.6747 (0.6892)  loss_vfl_aux_5: 0.7728 (0.7729)  loss_vfl_dn_0: 0.4523 (0.4563)  loss_vfl_dn_1: 0.3893 (0.3920)  loss_vfl_dn_2: 0.3755 (0.3761)  loss_vfl_dn_3: 0.3658 (0.3685)  loss_vfl_dn_4: 0.3652 (0.3659)  loss_vfl_dn_5: 0.3647 (0.3651)  time: 0.4865  data: 0.0140  max mem: 5654
Epoch: [36]  [6400/7393]  eta: 0:08:04  lr: 0.000010  loss: 16.3630 (16.1534)  loss_bbox: 0.1526 (0.1567)  loss_bbox_aux_0: 0.1617 (0.1700)  loss_bbox_aux_1: 0.1510 (0.1620)  loss_bbox_aux_2: 0.1490 (0.1590)  loss_bbox_aux_3: 0.1544 (0.1570)  loss_bbox_aux_4: 0.1496 (0.1566)  loss_bbox_aux_5: 0.2026 (0.2078)  loss_bbox_dn_0: 0.2861 (0.2767)  loss_bbox_dn_1: 0.2132 (0.2066)  loss_bbox_dn_2: 0.1844 (0.1853)  loss_bbox_dn_3: 0.1774 (0.1788)  loss_bbox_dn_4: 0.1745 (0.1774)  loss_bbox_dn_5: 0.1746 (0.1774)  loss_giou: 0.4639 (0.4808)  loss_giou_aux_0: 0.4929 (0.5056)  loss_giou_aux_1: 0.4834 (0.4915)  loss_giou_aux_2: 0.4754 (0.4858)  loss_giou_aux_3: 0.4727 (0.4821)  loss_giou_aux_4: 0.4750 (0.4810)  loss_giou_aux_5: 0.5507 (0.5719)  loss_giou_dn_0: 0.6050 (0.5917)  loss_giou_dn_1: 0.4988 (0.4854)  loss_giou_dn_2: 0.4695 (0.4556)  loss_giou_dn_3: 0.4589 (0.4472)  loss_giou_dn_4: 0.4563 (0.4451)  loss_giou_dn_5: 0.4563 (0.4453)  loss_vfl: 0.6991 (0.6858)  loss_vfl_aux_0: 0.7981 (0.7921)  loss_vfl_aux_1: 0.7521 (0.7408)  loss_vfl_aux_2: 0.7236 (0.7118)  loss_vfl_aux_3: 0.7099 (0.6970)  loss_vfl_aux_4: 0.7017 (0.6891)  loss_vfl_aux_5: 0.7680 (0.7728)  loss_vfl_dn_0: 0.4547 (0.4563)  loss_vfl_dn_1: 0.3983 (0.3920)  loss_vfl_dn_2: 0.3820 (0.3761)  loss_vfl_dn_3: 0.3743 (0.3685)  loss_vfl_dn_4: 0.3713 (0.3658)  loss_vfl_dn_5: 0.3708 (0.3651)  time: 0.4849  data: 0.0138  max mem: 5654
Epoch: [36]  [6500/7393]  eta: 0:07:15  lr: 0.000010  loss: 16.2491 (16.1539)  loss_bbox: 0.1474 (0.1566)  loss_bbox_aux_0: 0.1613 (0.1699)  loss_bbox_aux_1: 0.1497 (0.1619)  loss_bbox_aux_2: 0.1521 (0.1589)  loss_bbox_aux_3: 0.1463 (0.1570)  loss_bbox_aux_4: 0.1474 (0.1566)  loss_bbox_aux_5: 0.1910 (0.2077)  loss_bbox_dn_0: 0.2552 (0.2765)  loss_bbox_dn_1: 0.1981 (0.2065)  loss_bbox_dn_2: 0.1823 (0.1853)  loss_bbox_dn_3: 0.1769 (0.1787)  loss_bbox_dn_4: 0.1759 (0.1773)  loss_bbox_dn_5: 0.1759 (0.1773)  loss_giou: 0.4832 (0.4808)  loss_giou_aux_0: 0.5194 (0.5056)  loss_giou_aux_1: 0.4950 (0.4915)  loss_giou_aux_2: 0.4970 (0.4858)  loss_giou_aux_3: 0.4868 (0.4822)  loss_giou_aux_4: 0.4832 (0.4810)  loss_giou_aux_5: 0.5674 (0.5719)  loss_giou_dn_0: 0.6008 (0.5917)  loss_giou_dn_1: 0.4962 (0.4854)  loss_giou_dn_2: 0.4641 (0.4556)  loss_giou_dn_3: 0.4567 (0.4472)  loss_giou_dn_4: 0.4549 (0.4452)  loss_giou_dn_5: 0.4551 (0.4454)  loss_vfl: 0.6781 (0.6860)  loss_vfl_aux_0: 0.7875 (0.7922)  loss_vfl_aux_1: 0.7269 (0.7410)  loss_vfl_aux_2: 0.6975 (0.7120)  loss_vfl_aux_3: 0.6928 (0.6972)  loss_vfl_aux_4: 0.6815 (0.6894)  loss_vfl_aux_5: 0.7562 (0.7729)  loss_vfl_dn_0: 0.4539 (0.4563)  loss_vfl_dn_1: 0.3897 (0.3920)  loss_vfl_dn_2: 0.3767 (0.3761)  loss_vfl_dn_3: 0.3693 (0.3685)  loss_vfl_dn_4: 0.3670 (0.3659)  loss_vfl_dn_5: 0.3673 (0.3651)  time: 0.4678  data: 0.0140  max mem: 5654
Epoch: [36]  [6600/7393]  eta: 0:06:26  lr: 0.000010  loss: 16.8200 (16.1551)  loss_bbox: 0.1526 (0.1566)  loss_bbox_aux_0: 0.1568 (0.1699)  loss_bbox_aux_1: 0.1632 (0.1620)  loss_bbox_aux_2: 0.1534 (0.1590)  loss_bbox_aux_3: 0.1514 (0.1570)  loss_bbox_aux_4: 0.1547 (0.1566)  loss_bbox_aux_5: 0.2131 (0.2078)  loss_bbox_dn_0: 0.2555 (0.2767)  loss_bbox_dn_1: 0.1935 (0.2066)  loss_bbox_dn_2: 0.1778 (0.1854)  loss_bbox_dn_3: 0.1737 (0.1788)  loss_bbox_dn_4: 0.1733 (0.1774)  loss_bbox_dn_5: 0.1733 (0.1774)  loss_giou: 0.5037 (0.4808)  loss_giou_aux_0: 0.5181 (0.5056)  loss_giou_aux_1: 0.4978 (0.4916)  loss_giou_aux_2: 0.4992 (0.4858)  loss_giou_aux_3: 0.4951 (0.4822)  loss_giou_aux_4: 0.4954 (0.4810)  loss_giou_aux_5: 0.6019 (0.5719)  loss_giou_dn_0: 0.6135 (0.5917)  loss_giou_dn_1: 0.5066 (0.4854)  loss_giou_dn_2: 0.4760 (0.4557)  loss_giou_dn_3: 0.4684 (0.4472)  loss_giou_dn_4: 0.4646 (0.4452)  loss_giou_dn_5: 0.4654 (0.4454)  loss_vfl: 0.7022 (0.6859)  loss_vfl_aux_0: 0.7912 (0.7923)  loss_vfl_aux_1: 0.7469 (0.7410)  loss_vfl_aux_2: 0.7549 (0.7120)  loss_vfl_aux_3: 0.7178 (0.6972)  loss_vfl_aux_4: 0.7080 (0.6892)  loss_vfl_aux_5: 0.7695 (0.7729)  loss_vfl_dn_0: 0.4550 (0.4563)  loss_vfl_dn_1: 0.4029 (0.3919)  loss_vfl_dn_2: 0.3883 (0.3761)  loss_vfl_dn_3: 0.3832 (0.3685)  loss_vfl_dn_4: 0.3847 (0.3658)  loss_vfl_dn_5: 0.3828 (0.3651)  time: 0.4758  data: 0.0139  max mem: 5654
Epoch: [36]  [6700/7393]  eta: 0:05:37  lr: 0.000010  loss: 16.1184 (16.1565)  loss_bbox: 0.1445 (0.1566)  loss_bbox_aux_0: 0.1515 (0.1699)  loss_bbox_aux_1: 0.1462 (0.1620)  loss_bbox_aux_2: 0.1461 (0.1589)  loss_bbox_aux_3: 0.1436 (0.1570)  loss_bbox_aux_4: 0.1462 (0.1566)  loss_bbox_aux_5: 0.1774 (0.2078)  loss_bbox_dn_0: 0.2159 (0.2766)  loss_bbox_dn_1: 0.1654 (0.2066)  loss_bbox_dn_2: 0.1495 (0.1853)  loss_bbox_dn_3: 0.1414 (0.1788)  loss_bbox_dn_4: 0.1397 (0.1774)  loss_bbox_dn_5: 0.1398 (0.1774)  loss_giou: 0.5045 (0.4810)  loss_giou_aux_0: 0.5383 (0.5058)  loss_giou_aux_1: 0.5211 (0.4918)  loss_giou_aux_2: 0.5128 (0.4860)  loss_giou_aux_3: 0.5118 (0.4824)  loss_giou_aux_4: 0.5094 (0.4812)  loss_giou_aux_5: 0.6093 (0.5721)  loss_giou_dn_0: 0.6130 (0.5917)  loss_giou_dn_1: 0.5202 (0.4855)  loss_giou_dn_2: 0.4877 (0.4557)  loss_giou_dn_3: 0.4774 (0.4473)  loss_giou_dn_4: 0.4734 (0.4453)  loss_giou_dn_5: 0.4733 (0.4455)  loss_vfl: 0.6332 (0.6860)  loss_vfl_aux_0: 0.7214 (0.7922)  loss_vfl_aux_1: 0.6974 (0.7411)  loss_vfl_aux_2: 0.6677 (0.7120)  loss_vfl_aux_3: 0.6520 (0.6972)  loss_vfl_aux_4: 0.6370 (0.6893)  loss_vfl_aux_5: 0.7155 (0.7728)  loss_vfl_dn_0: 0.4485 (0.4563)  loss_vfl_dn_1: 0.3918 (0.3919)  loss_vfl_dn_2: 0.3766 (0.3760)  loss_vfl_dn_3: 0.3720 (0.3685)  loss_vfl_dn_4: 0.3674 (0.3658)  loss_vfl_dn_5: 0.3679 (0.3651)  time: 0.4701  data: 0.0142  max mem: 5654
Epoch: [36]  [6800/7393]  eta: 0:04:48  lr: 0.000010  loss: 16.3130 (16.1577)  loss_bbox: 0.1526 (0.1566)  loss_bbox_aux_0: 0.1633 (0.1698)  loss_bbox_aux_1: 0.1612 (0.1619)  loss_bbox_aux_2: 0.1518 (0.1589)  loss_bbox_aux_3: 0.1508 (0.1570)  loss_bbox_aux_4: 0.1550 (0.1566)  loss_bbox_aux_5: 0.2001 (0.2078)  loss_bbox_dn_0: 0.2440 (0.2765)  loss_bbox_dn_1: 0.1839 (0.2065)  loss_bbox_dn_2: 0.1710 (0.1853)  loss_bbox_dn_3: 0.1586 (0.1787)  loss_bbox_dn_4: 0.1585 (0.1773)  loss_bbox_dn_5: 0.1585 (0.1773)  loss_giou: 0.5162 (0.4814)  loss_giou_aux_0: 0.5588 (0.5061)  loss_giou_aux_1: 0.5435 (0.4921)  loss_giou_aux_2: 0.5331 (0.4864)  loss_giou_aux_3: 0.5194 (0.4828)  loss_giou_aux_4: 0.5256 (0.4816)  loss_giou_aux_5: 0.6338 (0.5725)  loss_giou_dn_0: 0.6043 (0.5919)  loss_giou_dn_1: 0.5076 (0.4857)  loss_giou_dn_2: 0.4820 (0.4559)  loss_giou_dn_3: 0.4686 (0.4475)  loss_giou_dn_4: 0.4651 (0.4455)  loss_giou_dn_5: 0.4651 (0.4457)  loss_vfl: 0.6499 (0.6858)  loss_vfl_aux_0: 0.7536 (0.7919)  loss_vfl_aux_1: 0.7197 (0.7408)  loss_vfl_aux_2: 0.6832 (0.7118)  loss_vfl_aux_3: 0.6627 (0.6970)  loss_vfl_aux_4: 0.6558 (0.6891)  loss_vfl_aux_5: 0.7129 (0.7725)  loss_vfl_dn_0: 0.4554 (0.4562)  loss_vfl_dn_1: 0.3912 (0.3919)  loss_vfl_dn_2: 0.3802 (0.3760)  loss_vfl_dn_3: 0.3714 (0.3685)  loss_vfl_dn_4: 0.3730 (0.3658)  loss_vfl_dn_5: 0.3692 (0.3651)  time: 0.4635  data: 0.0141  max mem: 5654
Epoch: [36]  [6900/7393]  eta: 0:04:00  lr: 0.000010  loss: 16.9241 (16.1570)  loss_bbox: 0.1364 (0.1566)  loss_bbox_aux_0: 0.1487 (0.1698)  loss_bbox_aux_1: 0.1397 (0.1620)  loss_bbox_aux_2: 0.1374 (0.1589)  loss_bbox_aux_3: 0.1323 (0.1570)  loss_bbox_aux_4: 0.1363 (0.1566)  loss_bbox_aux_5: 0.1794 (0.2078)  loss_bbox_dn_0: 0.2330 (0.2764)  loss_bbox_dn_1: 0.1729 (0.2065)  loss_bbox_dn_2: 0.1555 (0.1852)  loss_bbox_dn_3: 0.1496 (0.1787)  loss_bbox_dn_4: 0.1472 (0.1773)  loss_bbox_dn_5: 0.1472 (0.1773)  loss_giou: 0.5015 (0.4814)  loss_giou_aux_0: 0.5413 (0.5061)  loss_giou_aux_1: 0.5210 (0.4921)  loss_giou_aux_2: 0.5070 (0.4863)  loss_giou_aux_3: 0.5012 (0.4827)  loss_giou_aux_4: 0.5046 (0.4815)  loss_giou_aux_5: 0.6041 (0.5724)  loss_giou_dn_0: 0.6178 (0.5918)  loss_giou_dn_1: 0.5049 (0.4857)  loss_giou_dn_2: 0.4784 (0.4559)  loss_giou_dn_3: 0.4710 (0.4475)  loss_giou_dn_4: 0.4697 (0.4455)  loss_giou_dn_5: 0.4703 (0.4457)  loss_vfl: 0.6556 (0.6857)  loss_vfl_aux_0: 0.7672 (0.7920)  loss_vfl_aux_1: 0.7271 (0.7408)  loss_vfl_aux_2: 0.6820 (0.7118)  loss_vfl_aux_3: 0.6762 (0.6970)  loss_vfl_aux_4: 0.6561 (0.6891)  loss_vfl_aux_5: 0.7424 (0.7726)  loss_vfl_dn_0: 0.4506 (0.4562)  loss_vfl_dn_1: 0.3910 (0.3919)  loss_vfl_dn_2: 0.3816 (0.3760)  loss_vfl_dn_3: 0.3747 (0.3684)  loss_vfl_dn_4: 0.3718 (0.3658)  loss_vfl_dn_5: 0.3716 (0.3650)  time: 0.4931  data: 0.0139  max mem: 5654
Epoch: [36]  [7000/7393]  eta: 0:03:11  lr: 0.000010  loss: 16.8498 (16.1602)  loss_bbox: 0.1616 (0.1567)  loss_bbox_aux_0: 0.1752 (0.1700)  loss_bbox_aux_1: 0.1712 (0.1621)  loss_bbox_aux_2: 0.1624 (0.1590)  loss_bbox_aux_3: 0.1604 (0.1571)  loss_bbox_aux_4: 0.1598 (0.1567)  loss_bbox_aux_5: 0.2128 (0.2079)  loss_bbox_dn_0: 0.2804 (0.2765)  loss_bbox_dn_1: 0.2150 (0.2066)  loss_bbox_dn_2: 0.1954 (0.1853)  loss_bbox_dn_3: 0.1897 (0.1788)  loss_bbox_dn_4: 0.1874 (0.1774)  loss_bbox_dn_5: 0.1875 (0.1774)  loss_giou: 0.4815 (0.4815)  loss_giou_aux_0: 0.4973 (0.5062)  loss_giou_aux_1: 0.4869 (0.4922)  loss_giou_aux_2: 0.4844 (0.4864)  loss_giou_aux_3: 0.4859 (0.4828)  loss_giou_aux_4: 0.4880 (0.4816)  loss_giou_aux_5: 0.5585 (0.5725)  loss_giou_dn_0: 0.6240 (0.5919)  loss_giou_dn_1: 0.5141 (0.4858)  loss_giou_dn_2: 0.4826 (0.4560)  loss_giou_dn_3: 0.4712 (0.4476)  loss_giou_dn_4: 0.4682 (0.4456)  loss_giou_dn_5: 0.4683 (0.4458)  loss_vfl: 0.7189 (0.6859)  loss_vfl_aux_0: 0.8182 (0.7920)  loss_vfl_aux_1: 0.7628 (0.7407)  loss_vfl_aux_2: 0.7481 (0.7119)  loss_vfl_aux_3: 0.7420 (0.6971)  loss_vfl_aux_4: 0.7406 (0.6893)  loss_vfl_aux_5: 0.7810 (0.7726)  loss_vfl_dn_0: 0.4525 (0.4562)  loss_vfl_dn_1: 0.3929 (0.3919)  loss_vfl_dn_2: 0.3744 (0.3760)  loss_vfl_dn_3: 0.3653 (0.3685)  loss_vfl_dn_4: 0.3631 (0.3658)  loss_vfl_dn_5: 0.3621 (0.3651)  time: 0.4696  data: 0.0141  max mem: 5654
Epoch: [36]  [7100/7393]  eta: 0:02:22  lr: 0.000010  loss: 15.9966 (16.1562)  loss_bbox: 0.1461 (0.1566)  loss_bbox_aux_0: 0.1570 (0.1699)  loss_bbox_aux_1: 0.1482 (0.1620)  loss_bbox_aux_2: 0.1464 (0.1589)  loss_bbox_aux_3: 0.1476 (0.1570)  loss_bbox_aux_4: 0.1461 (0.1566)  loss_bbox_aux_5: 0.1791 (0.2078)  loss_bbox_dn_0: 0.2467 (0.2764)  loss_bbox_dn_1: 0.1872 (0.2065)  loss_bbox_dn_2: 0.1682 (0.1852)  loss_bbox_dn_3: 0.1640 (0.1787)  loss_bbox_dn_4: 0.1637 (0.1773)  loss_bbox_dn_5: 0.1637 (0.1773)  loss_giou: 0.4758 (0.4813)  loss_giou_aux_0: 0.5028 (0.5060)  loss_giou_aux_1: 0.4822 (0.4921)  loss_giou_aux_2: 0.4885 (0.4863)  loss_giou_aux_3: 0.4772 (0.4827)  loss_giou_aux_4: 0.4757 (0.4815)  loss_giou_aux_5: 0.5708 (0.5723)  loss_giou_dn_0: 0.5993 (0.5918)  loss_giou_dn_1: 0.4990 (0.4856)  loss_giou_dn_2: 0.4597 (0.4558)  loss_giou_dn_3: 0.4516 (0.4475)  loss_giou_dn_4: 0.4497 (0.4454)  loss_giou_dn_5: 0.4497 (0.4456)  loss_vfl: 0.6585 (0.6858)  loss_vfl_aux_0: 0.7727 (0.7919)  loss_vfl_aux_1: 0.7218 (0.7406)  loss_vfl_aux_2: 0.6887 (0.7118)  loss_vfl_aux_3: 0.6733 (0.6970)  loss_vfl_aux_4: 0.6667 (0.6892)  loss_vfl_aux_5: 0.7447 (0.7725)  loss_vfl_dn_0: 0.4560 (0.4562)  loss_vfl_dn_1: 0.3858 (0.3918)  loss_vfl_dn_2: 0.3738 (0.3760)  loss_vfl_dn_3: 0.3724 (0.3684)  loss_vfl_dn_4: 0.3708 (0.3658)  loss_vfl_dn_5: 0.3705 (0.3650)  time: 0.4735  data: 0.0142  max mem: 5654
Epoch: [36]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 15.8799 (16.1539)  loss_bbox: 0.1530 (0.1566)  loss_bbox_aux_0: 0.1698 (0.1699)  loss_bbox_aux_1: 0.1649 (0.1620)  loss_bbox_aux_2: 0.1531 (0.1589)  loss_bbox_aux_3: 0.1559 (0.1570)  loss_bbox_aux_4: 0.1500 (0.1566)  loss_bbox_aux_5: 0.2103 (0.2079)  loss_bbox_dn_0: 0.2624 (0.2764)  loss_bbox_dn_1: 0.1846 (0.2065)  loss_bbox_dn_2: 0.1662 (0.1852)  loss_bbox_dn_3: 0.1584 (0.1787)  loss_bbox_dn_4: 0.1584 (0.1773)  loss_bbox_dn_5: 0.1586 (0.1773)  loss_giou: 0.4628 (0.4813)  loss_giou_aux_0: 0.4876 (0.5060)  loss_giou_aux_1: 0.4682 (0.4920)  loss_giou_aux_2: 0.4558 (0.4862)  loss_giou_aux_3: 0.4664 (0.4826)  loss_giou_aux_4: 0.4643 (0.4814)  loss_giou_aux_5: 0.5375 (0.5723)  loss_giou_dn_0: 0.5810 (0.5917)  loss_giou_dn_1: 0.4762 (0.4855)  loss_giou_dn_2: 0.4444 (0.4558)  loss_giou_dn_3: 0.4369 (0.4474)  loss_giou_dn_4: 0.4350 (0.4454)  loss_giou_dn_5: 0.4349 (0.4456)  loss_vfl: 0.6756 (0.6857)  loss_vfl_aux_0: 0.7807 (0.7916)  loss_vfl_aux_1: 0.7642 (0.7404)  loss_vfl_aux_2: 0.7296 (0.7117)  loss_vfl_aux_3: 0.7064 (0.6969)  loss_vfl_aux_4: 0.6650 (0.6891)  loss_vfl_aux_5: 0.7487 (0.7723)  loss_vfl_dn_0: 0.4531 (0.4561)  loss_vfl_dn_1: 0.3909 (0.3918)  loss_vfl_dn_2: 0.3704 (0.3759)  loss_vfl_dn_3: 0.3620 (0.3683)  loss_vfl_dn_4: 0.3606 (0.3657)  loss_vfl_dn_5: 0.3588 (0.3650)  time: 0.4689  data: 0.0148  max mem: 5654
Epoch: [36]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.3697 (16.1502)  loss_bbox: 0.1548 (0.1565)  loss_bbox_aux_0: 0.1595 (0.1698)  loss_bbox_aux_1: 0.1463 (0.1619)  loss_bbox_aux_2: 0.1563 (0.1588)  loss_bbox_aux_3: 0.1495 (0.1569)  loss_bbox_aux_4: 0.1548 (0.1565)  loss_bbox_aux_5: 0.1995 (0.2078)  loss_bbox_dn_0: 0.2578 (0.2763)  loss_bbox_dn_1: 0.1861 (0.2064)  loss_bbox_dn_2: 0.1736 (0.1851)  loss_bbox_dn_3: 0.1653 (0.1786)  loss_bbox_dn_4: 0.1636 (0.1772)  loss_bbox_dn_5: 0.1636 (0.1772)  loss_giou: 0.4610 (0.4810)  loss_giou_aux_0: 0.4628 (0.5057)  loss_giou_aux_1: 0.4540 (0.4917)  loss_giou_aux_2: 0.4485 (0.4860)  loss_giou_aux_3: 0.4566 (0.4824)  loss_giou_aux_4: 0.4603 (0.4812)  loss_giou_aux_5: 0.5242 (0.5720)  loss_giou_dn_0: 0.5724 (0.5916)  loss_giou_dn_1: 0.4681 (0.4854)  loss_giou_dn_2: 0.4283 (0.4557)  loss_giou_dn_3: 0.4183 (0.4473)  loss_giou_dn_4: 0.4164 (0.4453)  loss_giou_dn_5: 0.4165 (0.4455)  loss_vfl: 0.6662 (0.6857)  loss_vfl_aux_0: 0.7650 (0.7916)  loss_vfl_aux_1: 0.7190 (0.7405)  loss_vfl_aux_2: 0.6776 (0.7117)  loss_vfl_aux_3: 0.6766 (0.6969)  loss_vfl_aux_4: 0.6675 (0.6890)  loss_vfl_aux_5: 0.7394 (0.7722)  loss_vfl_dn_0: 0.4501 (0.4561)  loss_vfl_dn_1: 0.3758 (0.3917)  loss_vfl_dn_2: 0.3662 (0.3759)  loss_vfl_dn_3: 0.3607 (0.3683)  loss_vfl_dn_4: 0.3577 (0.3657)  loss_vfl_dn_5: 0.3577 (0.3649)  time: 0.4750  data: 0.0143  max mem: 5654
Epoch: [36]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.0495 (16.1493)  loss_bbox: 0.1504 (0.1565)  loss_bbox_aux_0: 0.1558 (0.1698)  loss_bbox_aux_1: 0.1516 (0.1619)  loss_bbox_aux_2: 0.1549 (0.1588)  loss_bbox_aux_3: 0.1485 (0.1569)  loss_bbox_aux_4: 0.1503 (0.1565)  loss_bbox_aux_5: 0.2046 (0.2078)  loss_bbox_dn_0: 0.2705 (0.2763)  loss_bbox_dn_1: 0.1932 (0.2063)  loss_bbox_dn_2: 0.1747 (0.1851)  loss_bbox_dn_3: 0.1649 (0.1786)  loss_bbox_dn_4: 0.1647 (0.1772)  loss_bbox_dn_5: 0.1644 (0.1772)  loss_giou: 0.4560 (0.4810)  loss_giou_aux_0: 0.4605 (0.5056)  loss_giou_aux_1: 0.4598 (0.4917)  loss_giou_aux_2: 0.4592 (0.4859)  loss_giou_aux_3: 0.4532 (0.4823)  loss_giou_aux_4: 0.4559 (0.4811)  loss_giou_aux_5: 0.5540 (0.5720)  loss_giou_dn_0: 0.5799 (0.5915)  loss_giou_dn_1: 0.4787 (0.4854)  loss_giou_dn_2: 0.4529 (0.4557)  loss_giou_dn_3: 0.4423 (0.4473)  loss_giou_dn_4: 0.4431 (0.4453)  loss_giou_dn_5: 0.4433 (0.4454)  loss_vfl: 0.6785 (0.6858)  loss_vfl_aux_0: 0.8039 (0.7917)  loss_vfl_aux_1: 0.7301 (0.7405)  loss_vfl_aux_2: 0.7147 (0.7117)  loss_vfl_aux_3: 0.6937 (0.6970)  loss_vfl_aux_4: 0.6739 (0.6891)  loss_vfl_aux_5: 0.7583 (0.7721)  loss_vfl_dn_0: 0.4543 (0.4561)  loss_vfl_dn_1: 0.3910 (0.3917)  loss_vfl_dn_2: 0.3763 (0.3759)  loss_vfl_dn_3: 0.3678 (0.3683)  loss_vfl_dn_4: 0.3660 (0.3657)  loss_vfl_dn_5: 0.3655 (0.3649)  time: 0.4858  data: 0.0142  max mem: 5654
Epoch: [36] Total time: 1:00:04 (0.4875 s / it)
Averaged stats: lr: 0.000010  loss: 16.0495 (16.1493)  loss_bbox: 0.1504 (0.1565)  loss_bbox_aux_0: 0.1558 (0.1698)  loss_bbox_aux_1: 0.1516 (0.1619)  loss_bbox_aux_2: 0.1549 (0.1588)  loss_bbox_aux_3: 0.1485 (0.1569)  loss_bbox_aux_4: 0.1503 (0.1565)  loss_bbox_aux_5: 0.2046 (0.2078)  loss_bbox_dn_0: 0.2705 (0.2763)  loss_bbox_dn_1: 0.1932 (0.2063)  loss_bbox_dn_2: 0.1747 (0.1851)  loss_bbox_dn_3: 0.1649 (0.1786)  loss_bbox_dn_4: 0.1647 (0.1772)  loss_bbox_dn_5: 0.1644 (0.1772)  loss_giou: 0.4560 (0.4810)  loss_giou_aux_0: 0.4605 (0.5056)  loss_giou_aux_1: 0.4598 (0.4917)  loss_giou_aux_2: 0.4592 (0.4859)  loss_giou_aux_3: 0.4532 (0.4823)  loss_giou_aux_4: 0.4559 (0.4811)  loss_giou_aux_5: 0.5540 (0.5720)  loss_giou_dn_0: 0.5799 (0.5915)  loss_giou_dn_1: 0.4787 (0.4854)  loss_giou_dn_2: 0.4529 (0.4557)  loss_giou_dn_3: 0.4423 (0.4473)  loss_giou_dn_4: 0.4431 (0.4453)  loss_giou_dn_5: 0.4433 (0.4454)  loss_vfl: 0.6785 (0.6858)  loss_vfl_aux_0: 0.8039 (0.7917)  loss_vfl_aux_1: 0.7301 (0.7405)  loss_vfl_aux_2: 0.7147 (0.7117)  loss_vfl_aux_3: 0.6937 (0.6970)  loss_vfl_aux_4: 0.6739 (0.6891)  loss_vfl_aux_5: 0.7583 (0.7721)  loss_vfl_dn_0: 0.4543 (0.4561)  loss_vfl_dn_1: 0.3910 (0.3917)  loss_vfl_dn_2: 0.3763 (0.3759)  loss_vfl_dn_3: 0.3678 (0.3683)  loss_vfl_dn_4: 0.3660 (0.3657)  loss_vfl_dn_5: 0.3655 (0.3649)
Test:  [  0/157]  eta: 0:04:18    time: 1.6459  data: 1.2207  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5107  data: 0.1343  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3943  data: 0.0259  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3968  data: 0.0262  max mem: 5654
Test:  [ 40/157]  eta: 0:01:09    time: 0.7406  data: 0.0266  max mem: 5654
Test:  [ 50/157]  eta: 0:00:59    time: 0.7390  data: 0.0264  max mem: 5654
Test:  [ 60/157]  eta: 0:00:51    time: 0.4020  data: 0.0263  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.3942  data: 0.0269  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.3891  data: 0.0263  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.3936  data: 0.0257  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3881  data: 0.0267  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3900  data: 0.0265  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3888  data: 0.0261  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3867  data: 0.0263  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3871  data: 0.0258  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6567  data: 0.0258  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6430  data: 0.0248  max mem: 5654
Test: Total time: 0:01:15 (0.4793 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.69s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.522
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.702
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.564
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.344
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.566
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.702
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.650
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.718
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.539
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.766
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
best_stat:  {'epoch': 36, 'coco_eval_bbox': 0.5216724020625193}
Epoch: [37]  [   0/7393]  eta: 16:27:24  lr: 0.000010  loss: 14.9490 (14.9490)  loss_bbox: 0.1425 (0.1425)  loss_bbox_aux_0: 0.1430 (0.1430)  loss_bbox_aux_1: 0.1383 (0.1383)  loss_bbox_aux_2: 0.1494 (0.1494)  loss_bbox_aux_3: 0.1481 (0.1481)  loss_bbox_aux_4: 0.1491 (0.1491)  loss_bbox_aux_5: 0.1805 (0.1805)  loss_bbox_dn_0: 0.2261 (0.2261)  loss_bbox_dn_1: 0.1556 (0.1556)  loss_bbox_dn_2: 0.1457 (0.1457)  loss_bbox_dn_3: 0.1421 (0.1421)  loss_bbox_dn_4: 0.1409 (0.1409)  loss_bbox_dn_5: 0.1409 (0.1409)  loss_giou: 0.4583 (0.4583)  loss_giou_aux_0: 0.4755 (0.4755)  loss_giou_aux_1: 0.4563 (0.4563)  loss_giou_aux_2: 0.4578 (0.4578)  loss_giou_aux_3: 0.4542 (0.4542)  loss_giou_aux_4: 0.4607 (0.4607)  loss_giou_aux_5: 0.5737 (0.5737)  loss_giou_dn_0: 0.5870 (0.5870)  loss_giou_dn_1: 0.4692 (0.4692)  loss_giou_dn_2: 0.4406 (0.4406)  loss_giou_dn_3: 0.4293 (0.4293)  loss_giou_dn_4: 0.4270 (0.4270)  loss_giou_dn_5: 0.4270 (0.4270)  loss_vfl: 0.6120 (0.6120)  loss_vfl_aux_0: 0.7141 (0.7141)  loss_vfl_aux_1: 0.6771 (0.6771)  loss_vfl_aux_2: 0.6043 (0.6043)  loss_vfl_aux_3: 0.6117 (0.6117)  loss_vfl_aux_4: 0.6123 (0.6123)  loss_vfl_aux_5: 0.6647 (0.6647)  loss_vfl_dn_0: 0.4611 (0.4611)  loss_vfl_dn_1: 0.3977 (0.3977)  loss_vfl_dn_2: 0.3757 (0.3757)  loss_vfl_dn_3: 0.3694 (0.3694)  loss_vfl_dn_4: 0.3664 (0.3664)  loss_vfl_dn_5: 0.3637 (0.3637)  time: 8.0136  data: 2.8214  max mem: 5654
Epoch: [37]  [ 100/7393]  eta: 1:07:39  lr: 0.000010  loss: 16.4764 (16.0524)  loss_bbox: 0.1471 (0.1587)  loss_bbox_aux_0: 0.1663 (0.1699)  loss_bbox_aux_1: 0.1572 (0.1614)  loss_bbox_aux_2: 0.1529 (0.1595)  loss_bbox_aux_3: 0.1503 (0.1581)  loss_bbox_aux_4: 0.1458 (0.1579)  loss_bbox_aux_5: 0.1933 (0.2071)  loss_bbox_dn_0: 0.2388 (0.2702)  loss_bbox_dn_1: 0.1712 (0.2012)  loss_bbox_dn_2: 0.1582 (0.1812)  loss_bbox_dn_3: 0.1522 (0.1758)  loss_bbox_dn_4: 0.1509 (0.1747)  loss_bbox_dn_5: 0.1509 (0.1747)  loss_giou: 0.4905 (0.4857)  loss_giou_aux_0: 0.5157 (0.5082)  loss_giou_aux_1: 0.4921 (0.4922)  loss_giou_aux_2: 0.4942 (0.4890)  loss_giou_aux_3: 0.4769 (0.4863)  loss_giou_aux_4: 0.4795 (0.4859)  loss_giou_aux_5: 0.5883 (0.5731)  loss_giou_dn_0: 0.5816 (0.5883)  loss_giou_dn_1: 0.4823 (0.4833)  loss_giou_dn_2: 0.4524 (0.4537)  loss_giou_dn_3: 0.4451 (0.4458)  loss_giou_dn_4: 0.4440 (0.4440)  loss_giou_dn_5: 0.4443 (0.4442)  loss_vfl: 0.6561 (0.6769)  loss_vfl_aux_0: 0.7515 (0.7806)  loss_vfl_aux_1: 0.7162 (0.7315)  loss_vfl_aux_2: 0.7154 (0.7023)  loss_vfl_aux_3: 0.6845 (0.6891)  loss_vfl_aux_4: 0.6737 (0.6810)  loss_vfl_aux_5: 0.7463 (0.7649)  loss_vfl_dn_0: 0.4432 (0.4521)  loss_vfl_dn_1: 0.3890 (0.3865)  loss_vfl_dn_2: 0.3753 (0.3714)  loss_vfl_dn_3: 0.3691 (0.3642)  loss_vfl_dn_4: 0.3677 (0.3614)  loss_vfl_dn_5: 0.3661 (0.3605)  time: 0.4728  data: 0.0152  max mem: 5654
Epoch: [37]  [ 200/7393]  eta: 1:01:52  lr: 0.000010  loss: 15.7778 (16.0144)  loss_bbox: 0.1419 (0.1558)  loss_bbox_aux_0: 0.1580 (0.1681)  loss_bbox_aux_1: 0.1489 (0.1600)  loss_bbox_aux_2: 0.1431 (0.1568)  loss_bbox_aux_3: 0.1454 (0.1557)  loss_bbox_aux_4: 0.1456 (0.1551)  loss_bbox_aux_5: 0.1880 (0.2058)  loss_bbox_dn_0: 0.2674 (0.2757)  loss_bbox_dn_1: 0.1935 (0.2046)  loss_bbox_dn_2: 0.1803 (0.1837)  loss_bbox_dn_3: 0.1758 (0.1777)  loss_bbox_dn_4: 0.1734 (0.1764)  loss_bbox_dn_5: 0.1734 (0.1764)  loss_giou: 0.4355 (0.4756)  loss_giou_aux_0: 0.4666 (0.5000)  loss_giou_aux_1: 0.4508 (0.4850)  loss_giou_aux_2: 0.4473 (0.4797)  loss_giou_aux_3: 0.4435 (0.4768)  loss_giou_aux_4: 0.4354 (0.4756)  loss_giou_aux_5: 0.5315 (0.5663)  loss_giou_dn_0: 0.5614 (0.5857)  loss_giou_dn_1: 0.4540 (0.4800)  loss_giou_dn_2: 0.4290 (0.4501)  loss_giou_dn_3: 0.4201 (0.4417)  loss_giou_dn_4: 0.4168 (0.4397)  loss_giou_dn_5: 0.4167 (0.4398)  loss_vfl: 0.6665 (0.6822)  loss_vfl_aux_0: 0.7781 (0.7882)  loss_vfl_aux_1: 0.7326 (0.7370)  loss_vfl_aux_2: 0.7085 (0.7089)  loss_vfl_aux_3: 0.6962 (0.6931)  loss_vfl_aux_4: 0.6784 (0.6859)  loss_vfl_aux_5: 0.7510 (0.7719)  loss_vfl_dn_0: 0.4540 (0.4538)  loss_vfl_dn_1: 0.3864 (0.3875)  loss_vfl_dn_2: 0.3708 (0.3719)  loss_vfl_dn_3: 0.3638 (0.3643)  loss_vfl_dn_4: 0.3635 (0.3615)  loss_vfl_dn_5: 0.3639 (0.3606)  time: 0.4716  data: 0.0146  max mem: 5654
Epoch: [37]  [ 300/7393]  eta: 0:59:25  lr: 0.000010  loss: 16.2982 (16.0394)  loss_bbox: 0.1476 (0.1560)  loss_bbox_aux_0: 0.1631 (0.1687)  loss_bbox_aux_1: 0.1533 (0.1604)  loss_bbox_aux_2: 0.1470 (0.1573)  loss_bbox_aux_3: 0.1467 (0.1561)  loss_bbox_aux_4: 0.1475 (0.1554)  loss_bbox_aux_5: 0.1942 (0.2054)  loss_bbox_dn_0: 0.2462 (0.2733)  loss_bbox_dn_1: 0.1778 (0.2029)  loss_bbox_dn_2: 0.1555 (0.1821)  loss_bbox_dn_3: 0.1470 (0.1761)  loss_bbox_dn_4: 0.1474 (0.1748)  loss_bbox_dn_5: 0.1475 (0.1748)  loss_giou: 0.4863 (0.4808)  loss_giou_aux_0: 0.5038 (0.5046)  loss_giou_aux_1: 0.4946 (0.4900)  loss_giou_aux_2: 0.4865 (0.4841)  loss_giou_aux_3: 0.4888 (0.4820)  loss_giou_aux_4: 0.4867 (0.4803)  loss_giou_aux_5: 0.5668 (0.5700)  loss_giou_dn_0: 0.5918 (0.5894)  loss_giou_dn_1: 0.4877 (0.4831)  loss_giou_dn_2: 0.4484 (0.4526)  loss_giou_dn_3: 0.4422 (0.4443)  loss_giou_dn_4: 0.4389 (0.4423)  loss_giou_dn_5: 0.4388 (0.4425)  loss_vfl: 0.6775 (0.6781)  loss_vfl_aux_0: 0.7786 (0.7849)  loss_vfl_aux_1: 0.7236 (0.7327)  loss_vfl_aux_2: 0.6741 (0.7057)  loss_vfl_aux_3: 0.6641 (0.6887)  loss_vfl_aux_4: 0.6833 (0.6827)  loss_vfl_aux_5: 0.7491 (0.7692)  loss_vfl_dn_0: 0.4535 (0.4542)  loss_vfl_dn_1: 0.3908 (0.3890)  loss_vfl_dn_2: 0.3778 (0.3734)  loss_vfl_dn_3: 0.3732 (0.3659)  loss_vfl_dn_4: 0.3682 (0.3631)  loss_vfl_dn_5: 0.3679 (0.3623)  time: 0.4731  data: 0.0146  max mem: 5654
Epoch: [37]  [ 400/7393]  eta: 0:57:46  lr: 0.000010  loss: 15.5687 (16.0468)  loss_bbox: 0.1495 (0.1561)  loss_bbox_aux_0: 0.1671 (0.1690)  loss_bbox_aux_1: 0.1542 (0.1610)  loss_bbox_aux_2: 0.1554 (0.1579)  loss_bbox_aux_3: 0.1538 (0.1563)  loss_bbox_aux_4: 0.1478 (0.1556)  loss_bbox_aux_5: 0.2144 (0.2063)  loss_bbox_dn_0: 0.2863 (0.2759)  loss_bbox_dn_1: 0.2104 (0.2047)  loss_bbox_dn_2: 0.1754 (0.1836)  loss_bbox_dn_3: 0.1703 (0.1775)  loss_bbox_dn_4: 0.1685 (0.1762)  loss_bbox_dn_5: 0.1685 (0.1762)  loss_giou: 0.3790 (0.4764)  loss_giou_aux_0: 0.4070 (0.5004)  loss_giou_aux_1: 0.3941 (0.4857)  loss_giou_aux_2: 0.3802 (0.4798)  loss_giou_aux_3: 0.3771 (0.4777)  loss_giou_aux_4: 0.3773 (0.4762)  loss_giou_aux_5: 0.4594 (0.5667)  loss_giou_dn_0: 0.5497 (0.5875)  loss_giou_dn_1: 0.4372 (0.4812)  loss_giou_dn_2: 0.4115 (0.4509)  loss_giou_dn_3: 0.4038 (0.4425)  loss_giou_dn_4: 0.4029 (0.4405)  loss_giou_dn_5: 0.4030 (0.4407)  loss_vfl: 0.6839 (0.6832)  loss_vfl_aux_0: 0.8005 (0.7900)  loss_vfl_aux_1: 0.7271 (0.7370)  loss_vfl_aux_2: 0.7181 (0.7099)  loss_vfl_aux_3: 0.6890 (0.6937)  loss_vfl_aux_4: 0.6854 (0.6874)  loss_vfl_aux_5: 0.7581 (0.7709)  loss_vfl_dn_0: 0.4596 (0.4555)  loss_vfl_dn_1: 0.3808 (0.3898)  loss_vfl_dn_2: 0.3662 (0.3741)  loss_vfl_dn_3: 0.3550 (0.3664)  loss_vfl_dn_4: 0.3530 (0.3636)  loss_vfl_dn_5: 0.3514 (0.3629)  time: 0.4790  data: 0.0157  max mem: 5654
Epoch: [37]  [ 500/7393]  eta: 0:56:37  lr: 0.000010  loss: 16.0684 (16.0622)  loss_bbox: 0.1425 (0.1568)  loss_bbox_aux_0: 0.1607 (0.1699)  loss_bbox_aux_1: 0.1449 (0.1615)  loss_bbox_aux_2: 0.1528 (0.1587)  loss_bbox_aux_3: 0.1460 (0.1568)  loss_bbox_aux_4: 0.1425 (0.1564)  loss_bbox_aux_5: 0.1911 (0.2072)  loss_bbox_dn_0: 0.2721 (0.2746)  loss_bbox_dn_1: 0.1961 (0.2039)  loss_bbox_dn_2: 0.1675 (0.1830)  loss_bbox_dn_3: 0.1589 (0.1770)  loss_bbox_dn_4: 0.1583 (0.1756)  loss_bbox_dn_5: 0.1582 (0.1756)  loss_giou: 0.4740 (0.4780)  loss_giou_aux_0: 0.4905 (0.5023)  loss_giou_aux_1: 0.4789 (0.4876)  loss_giou_aux_2: 0.4742 (0.4817)  loss_giou_aux_3: 0.4664 (0.4790)  loss_giou_aux_4: 0.4724 (0.4777)  loss_giou_aux_5: 0.5656 (0.5694)  loss_giou_dn_0: 0.6150 (0.5890)  loss_giou_dn_1: 0.4919 (0.4824)  loss_giou_dn_2: 0.4597 (0.4519)  loss_giou_dn_3: 0.4482 (0.4435)  loss_giou_dn_4: 0.4453 (0.4414)  loss_giou_dn_5: 0.4454 (0.4416)  loss_vfl: 0.6594 (0.6822)  loss_vfl_aux_0: 0.7638 (0.7894)  loss_vfl_aux_1: 0.7166 (0.7363)  loss_vfl_aux_2: 0.6882 (0.7089)  loss_vfl_aux_3: 0.6751 (0.6932)  loss_vfl_aux_4: 0.6541 (0.6867)  loss_vfl_aux_5: 0.7349 (0.7680)  loss_vfl_dn_0: 0.4565 (0.4554)  loss_vfl_dn_1: 0.3907 (0.3904)  loss_vfl_dn_2: 0.3779 (0.3747)  loss_vfl_dn_3: 0.3730 (0.3670)  loss_vfl_dn_4: 0.3703 (0.3643)  loss_vfl_dn_5: 0.3696 (0.3635)  time: 0.4878  data: 0.0146  max mem: 5654
Epoch: [37]  [ 600/7393]  eta: 0:55:29  lr: 0.000010  loss: 16.6731 (16.1110)  loss_bbox: 0.1556 (0.1571)  loss_bbox_aux_0: 0.1699 (0.1700)  loss_bbox_aux_1: 0.1629 (0.1617)  loss_bbox_aux_2: 0.1534 (0.1591)  loss_bbox_aux_3: 0.1549 (0.1573)  loss_bbox_aux_4: 0.1555 (0.1570)  loss_bbox_aux_5: 0.2121 (0.2076)  loss_bbox_dn_0: 0.2491 (0.2753)  loss_bbox_dn_1: 0.1879 (0.2046)  loss_bbox_dn_2: 0.1629 (0.1835)  loss_bbox_dn_3: 0.1557 (0.1774)  loss_bbox_dn_4: 0.1551 (0.1760)  loss_bbox_dn_5: 0.1551 (0.1760)  loss_giou: 0.4887 (0.4816)  loss_giou_aux_0: 0.5104 (0.5060)  loss_giou_aux_1: 0.4954 (0.4913)  loss_giou_aux_2: 0.4920 (0.4854)  loss_giou_aux_3: 0.4820 (0.4826)  loss_giou_aux_4: 0.4901 (0.4814)  loss_giou_aux_5: 0.5876 (0.5733)  loss_giou_dn_0: 0.5962 (0.5917)  loss_giou_dn_1: 0.4949 (0.4850)  loss_giou_dn_2: 0.4652 (0.4545)  loss_giou_dn_3: 0.4495 (0.4461)  loss_giou_dn_4: 0.4483 (0.4441)  loss_giou_dn_5: 0.4486 (0.4442)  loss_vfl: 0.7064 (0.6816)  loss_vfl_aux_0: 0.7996 (0.7896)  loss_vfl_aux_1: 0.7368 (0.7363)  loss_vfl_aux_2: 0.7132 (0.7083)  loss_vfl_aux_3: 0.7036 (0.6927)  loss_vfl_aux_4: 0.7007 (0.6858)  loss_vfl_aux_5: 0.7629 (0.7690)  loss_vfl_dn_0: 0.4597 (0.4554)  loss_vfl_dn_1: 0.3920 (0.3907)  loss_vfl_dn_2: 0.3824 (0.3751)  loss_vfl_dn_3: 0.3772 (0.3675)  loss_vfl_dn_4: 0.3733 (0.3649)  loss_vfl_dn_5: 0.3746 (0.3641)  time: 0.4928  data: 0.0143  max mem: 5654
Epoch: [37]  [ 700/7393]  eta: 0:54:28  lr: 0.000010  loss: 16.1235 (16.1038)  loss_bbox: 0.1368 (0.1563)  loss_bbox_aux_0: 0.1499 (0.1692)  loss_bbox_aux_1: 0.1379 (0.1611)  loss_bbox_aux_2: 0.1369 (0.1582)  loss_bbox_aux_3: 0.1379 (0.1566)  loss_bbox_aux_4: 0.1355 (0.1562)  loss_bbox_aux_5: 0.1870 (0.2067)  loss_bbox_dn_0: 0.2338 (0.2745)  loss_bbox_dn_1: 0.1661 (0.2040)  loss_bbox_dn_2: 0.1524 (0.1830)  loss_bbox_dn_3: 0.1455 (0.1768)  loss_bbox_dn_4: 0.1449 (0.1754)  loss_bbox_dn_5: 0.1449 (0.1754)  loss_giou: 0.4727 (0.4815)  loss_giou_aux_0: 0.4997 (0.5060)  loss_giou_aux_1: 0.4938 (0.4912)  loss_giou_aux_2: 0.4936 (0.4855)  loss_giou_aux_3: 0.4876 (0.4826)  loss_giou_aux_4: 0.4743 (0.4815)  loss_giou_aux_5: 0.5860 (0.5731)  loss_giou_dn_0: 0.5940 (0.5921)  loss_giou_dn_1: 0.4966 (0.4855)  loss_giou_dn_2: 0.4661 (0.4549)  loss_giou_dn_3: 0.4533 (0.4466)  loss_giou_dn_4: 0.4511 (0.4445)  loss_giou_dn_5: 0.4511 (0.4447)  loss_vfl: 0.6795 (0.6813)  loss_vfl_aux_0: 0.7862 (0.7895)  loss_vfl_aux_1: 0.7218 (0.7363)  loss_vfl_aux_2: 0.7069 (0.7080)  loss_vfl_aux_3: 0.6776 (0.6926)  loss_vfl_aux_4: 0.6761 (0.6855)  loss_vfl_aux_5: 0.7524 (0.7685)  loss_vfl_dn_0: 0.4533 (0.4553)  loss_vfl_dn_1: 0.3977 (0.3909)  loss_vfl_dn_2: 0.3780 (0.3753)  loss_vfl_dn_3: 0.3706 (0.3677)  loss_vfl_dn_4: 0.3691 (0.3652)  loss_vfl_dn_5: 0.3666 (0.3644)  time: 0.4713  data: 0.0148  max mem: 5654
Epoch: [37]  [ 800/7393]  eta: 0:53:32  lr: 0.000010  loss: 16.2457 (16.0942)  loss_bbox: 0.1533 (0.1556)  loss_bbox_aux_0: 0.1661 (0.1684)  loss_bbox_aux_1: 0.1573 (0.1603)  loss_bbox_aux_2: 0.1510 (0.1576)  loss_bbox_aux_3: 0.1525 (0.1559)  loss_bbox_aux_4: 0.1533 (0.1556)  loss_bbox_aux_5: 0.1960 (0.2057)  loss_bbox_dn_0: 0.2820 (0.2741)  loss_bbox_dn_1: 0.2158 (0.2038)  loss_bbox_dn_2: 0.1932 (0.1827)  loss_bbox_dn_3: 0.1854 (0.1765)  loss_bbox_dn_4: 0.1822 (0.1752)  loss_bbox_dn_5: 0.1821 (0.1752)  loss_giou: 0.4068 (0.4807)  loss_giou_aux_0: 0.4278 (0.5050)  loss_giou_aux_1: 0.4173 (0.4904)  loss_giou_aux_2: 0.4073 (0.4848)  loss_giou_aux_3: 0.4038 (0.4818)  loss_giou_aux_4: 0.4064 (0.4807)  loss_giou_aux_5: 0.5112 (0.5721)  loss_giou_dn_0: 0.5645 (0.5920)  loss_giou_dn_1: 0.4487 (0.4852)  loss_giou_dn_2: 0.4255 (0.4547)  loss_giou_dn_3: 0.4187 (0.4464)  loss_giou_dn_4: 0.4159 (0.4443)  loss_giou_dn_5: 0.4158 (0.4445)  loss_vfl: 0.6726 (0.6819)  loss_vfl_aux_0: 0.8198 (0.7900)  loss_vfl_aux_1: 0.7530 (0.7373)  loss_vfl_aux_2: 0.7236 (0.7082)  loss_vfl_aux_3: 0.6974 (0.6932)  loss_vfl_aux_4: 0.6885 (0.6858)  loss_vfl_aux_5: 0.8115 (0.7693)  loss_vfl_dn_0: 0.4508 (0.4553)  loss_vfl_dn_1: 0.3894 (0.3910)  loss_vfl_dn_2: 0.3747 (0.3755)  loss_vfl_dn_3: 0.3698 (0.3679)  loss_vfl_dn_4: 0.3645 (0.3653)  loss_vfl_dn_5: 0.3627 (0.3645)  time: 0.4715  data: 0.0143  max mem: 5654
Epoch: [37]  [ 900/7393]  eta: 0:52:41  lr: 0.000010  loss: 15.6844 (16.1080)  loss_bbox: 0.1551 (0.1557)  loss_bbox_aux_0: 0.1557 (0.1683)  loss_bbox_aux_1: 0.1565 (0.1605)  loss_bbox_aux_2: 0.1531 (0.1577)  loss_bbox_aux_3: 0.1540 (0.1561)  loss_bbox_aux_4: 0.1551 (0.1557)  loss_bbox_aux_5: 0.1963 (0.2057)  loss_bbox_dn_0: 0.2669 (0.2742)  loss_bbox_dn_1: 0.1876 (0.2040)  loss_bbox_dn_2: 0.1701 (0.1830)  loss_bbox_dn_3: 0.1656 (0.1768)  loss_bbox_dn_4: 0.1634 (0.1754)  loss_bbox_dn_5: 0.1633 (0.1754)  loss_giou: 0.4248 (0.4812)  loss_giou_aux_0: 0.4236 (0.5050)  loss_giou_aux_1: 0.4250 (0.4909)  loss_giou_aux_2: 0.4182 (0.4852)  loss_giou_aux_3: 0.4255 (0.4824)  loss_giou_aux_4: 0.4218 (0.4812)  loss_giou_aux_5: 0.4923 (0.5722)  loss_giou_dn_0: 0.5624 (0.5924)  loss_giou_dn_1: 0.4401 (0.4858)  loss_giou_dn_2: 0.4052 (0.4553)  loss_giou_dn_3: 0.3975 (0.4470)  loss_giou_dn_4: 0.3954 (0.4449)  loss_giou_dn_5: 0.3957 (0.4451)  loss_vfl: 0.6691 (0.6822)  loss_vfl_aux_0: 0.8238 (0.7909)  loss_vfl_aux_1: 0.7443 (0.7378)  loss_vfl_aux_2: 0.7166 (0.7091)  loss_vfl_aux_3: 0.6923 (0.6938)  loss_vfl_aux_4: 0.6691 (0.6864)  loss_vfl_aux_5: 0.8264 (0.7702)  loss_vfl_dn_0: 0.4555 (0.4554)  loss_vfl_dn_1: 0.3857 (0.3912)  loss_vfl_dn_2: 0.3660 (0.3757)  loss_vfl_dn_3: 0.3632 (0.3681)  loss_vfl_dn_4: 0.3585 (0.3655)  loss_vfl_dn_5: 0.3586 (0.3647)  time: 0.4863  data: 0.0141  max mem: 5654
Epoch: [37]  [1000/7393]  eta: 0:51:45  lr: 0.000010  loss: 15.9481 (16.1109)  loss_bbox: 0.1483 (0.1554)  loss_bbox_aux_0: 0.1604 (0.1677)  loss_bbox_aux_1: 0.1524 (0.1601)  loss_bbox_aux_2: 0.1473 (0.1575)  loss_bbox_aux_3: 0.1474 (0.1557)  loss_bbox_aux_4: 0.1483 (0.1553)  loss_bbox_aux_5: 0.1851 (0.2052)  loss_bbox_dn_0: 0.2487 (0.2730)  loss_bbox_dn_1: 0.1817 (0.2031)  loss_bbox_dn_2: 0.1613 (0.1821)  loss_bbox_dn_3: 0.1604 (0.1759)  loss_bbox_dn_4: 0.1631 (0.1745)  loss_bbox_dn_5: 0.1633 (0.1745)  loss_giou: 0.4623 (0.4822)  loss_giou_aux_0: 0.4758 (0.5058)  loss_giou_aux_1: 0.4703 (0.4919)  loss_giou_aux_2: 0.4672 (0.4863)  loss_giou_aux_3: 0.4688 (0.4834)  loss_giou_aux_4: 0.4668 (0.4822)  loss_giou_aux_5: 0.5454 (0.5731)  loss_giou_dn_0: 0.5767 (0.5930)  loss_giou_dn_1: 0.4756 (0.4866)  loss_giou_dn_2: 0.4422 (0.4561)  loss_giou_dn_3: 0.4343 (0.4478)  loss_giou_dn_4: 0.4346 (0.4457)  loss_giou_dn_5: 0.4345 (0.4459)  loss_vfl: 0.6567 (0.6820)  loss_vfl_aux_0: 0.7926 (0.7908)  loss_vfl_aux_1: 0.7174 (0.7374)  loss_vfl_aux_2: 0.6833 (0.7086)  loss_vfl_aux_3: 0.6807 (0.6936)  loss_vfl_aux_4: 0.6650 (0.6860)  loss_vfl_aux_5: 0.7580 (0.7701)  loss_vfl_dn_0: 0.4528 (0.4555)  loss_vfl_dn_1: 0.3944 (0.3914)  loss_vfl_dn_2: 0.3796 (0.3760)  loss_vfl_dn_3: 0.3751 (0.3684)  loss_vfl_dn_4: 0.3744 (0.3658)  loss_vfl_dn_5: 0.3729 (0.3650)  time: 0.4642  data: 0.0142  max mem: 5654
Epoch: [37]  [1100/7393]  eta: 0:51:33  lr: 0.000010  loss: 16.2896 (16.1168)  loss_bbox: 0.1522 (0.1561)  loss_bbox_aux_0: 0.1655 (0.1683)  loss_bbox_aux_1: 0.1561 (0.1608)  loss_bbox_aux_2: 0.1501 (0.1581)  loss_bbox_aux_3: 0.1537 (0.1565)  loss_bbox_aux_4: 0.1505 (0.1561)  loss_bbox_aux_5: 0.2011 (0.2061)  loss_bbox_dn_0: 0.2653 (0.2744)  loss_bbox_dn_1: 0.1947 (0.2042)  loss_bbox_dn_2: 0.1745 (0.1833)  loss_bbox_dn_3: 0.1683 (0.1770)  loss_bbox_dn_4: 0.1666 (0.1756)  loss_bbox_dn_5: 0.1666 (0.1756)  loss_giou: 0.4772 (0.4813)  loss_giou_aux_0: 0.5195 (0.5048)  loss_giou_aux_1: 0.4952 (0.4908)  loss_giou_aux_2: 0.4802 (0.4853)  loss_giou_aux_3: 0.4803 (0.4825)  loss_giou_aux_4: 0.4821 (0.4813)  loss_giou_aux_5: 0.5823 (0.5721)  loss_giou_dn_0: 0.6234 (0.5927)  loss_giou_dn_1: 0.5180 (0.4861)  loss_giou_dn_2: 0.4827 (0.4557)  loss_giou_dn_3: 0.4688 (0.4473)  loss_giou_dn_4: 0.4633 (0.4452)  loss_giou_dn_5: 0.4632 (0.4454)  loss_vfl: 0.6843 (0.6824)  loss_vfl_aux_0: 0.7854 (0.7914)  loss_vfl_aux_1: 0.7414 (0.7384)  loss_vfl_aux_2: 0.7199 (0.7093)  loss_vfl_aux_3: 0.6913 (0.6936)  loss_vfl_aux_4: 0.6827 (0.6863)  loss_vfl_aux_5: 0.7563 (0.7704)  loss_vfl_dn_0: 0.4558 (0.4556)  loss_vfl_dn_1: 0.3937 (0.3916)  loss_vfl_dn_2: 0.3785 (0.3760)  loss_vfl_dn_3: 0.3711 (0.3684)  loss_vfl_dn_4: 0.3692 (0.3658)  loss_vfl_dn_5: 0.3681 (0.3650)  time: 0.8367  data: 0.0144  max mem: 5654
Epoch: [37]  [1200/7393]  eta: 0:50:36  lr: 0.000010  loss: 15.3081 (16.1019)  loss_bbox: 0.1333 (0.1559)  loss_bbox_aux_0: 0.1565 (0.1681)  loss_bbox_aux_1: 0.1408 (0.1606)  loss_bbox_aux_2: 0.1387 (0.1578)  loss_bbox_aux_3: 0.1354 (0.1563)  loss_bbox_aux_4: 0.1362 (0.1558)  loss_bbox_aux_5: 0.1842 (0.2059)  loss_bbox_dn_0: 0.2476 (0.2743)  loss_bbox_dn_1: 0.1820 (0.2042)  loss_bbox_dn_2: 0.1663 (0.1832)  loss_bbox_dn_3: 0.1593 (0.1769)  loss_bbox_dn_4: 0.1580 (0.1756)  loss_bbox_dn_5: 0.1580 (0.1756)  loss_giou: 0.4574 (0.4805)  loss_giou_aux_0: 0.4783 (0.5041)  loss_giou_aux_1: 0.4840 (0.4902)  loss_giou_aux_2: 0.4586 (0.4846)  loss_giou_aux_3: 0.4572 (0.4818)  loss_giou_aux_4: 0.4577 (0.4806)  loss_giou_aux_5: 0.5505 (0.5713)  loss_giou_dn_0: 0.5797 (0.5920)  loss_giou_dn_1: 0.4656 (0.4854)  loss_giou_dn_2: 0.4390 (0.4550)  loss_giou_dn_3: 0.4330 (0.4466)  loss_giou_dn_4: 0.4327 (0.4446)  loss_giou_dn_5: 0.4328 (0.4447)  loss_vfl: 0.6390 (0.6818)  loss_vfl_aux_0: 0.7419 (0.7914)  loss_vfl_aux_1: 0.7028 (0.7378)  loss_vfl_aux_2: 0.6719 (0.7085)  loss_vfl_aux_3: 0.6591 (0.6932)  loss_vfl_aux_4: 0.6425 (0.6856)  loss_vfl_aux_5: 0.7222 (0.7701)  loss_vfl_dn_0: 0.4514 (0.4557)  loss_vfl_dn_1: 0.3877 (0.3915)  loss_vfl_dn_2: 0.3709 (0.3759)  loss_vfl_dn_3: 0.3670 (0.3683)  loss_vfl_dn_4: 0.3640 (0.3657)  loss_vfl_dn_5: 0.3627 (0.3649)  time: 0.4828  data: 0.0144  max mem: 5654
Epoch: [37]  [1300/7393]  eta: 0:50:13  lr: 0.000010  loss: 15.9829 (16.0993)  loss_bbox: 0.1388 (0.1557)  loss_bbox_aux_0: 0.1610 (0.1680)  loss_bbox_aux_1: 0.1461 (0.1605)  loss_bbox_aux_2: 0.1424 (0.1576)  loss_bbox_aux_3: 0.1414 (0.1561)  loss_bbox_aux_4: 0.1449 (0.1557)  loss_bbox_aux_5: 0.1874 (0.2058)  loss_bbox_dn_0: 0.2474 (0.2735)  loss_bbox_dn_1: 0.1870 (0.2034)  loss_bbox_dn_2: 0.1535 (0.1825)  loss_bbox_dn_3: 0.1482 (0.1762)  loss_bbox_dn_4: 0.1474 (0.1749)  loss_bbox_dn_5: 0.1475 (0.1749)  loss_giou: 0.4676 (0.4818)  loss_giou_aux_0: 0.4869 (0.5056)  loss_giou_aux_1: 0.4730 (0.4917)  loss_giou_aux_2: 0.4650 (0.4860)  loss_giou_aux_3: 0.4643 (0.4832)  loss_giou_aux_4: 0.4675 (0.4819)  loss_giou_aux_5: 0.5635 (0.5730)  loss_giou_dn_0: 0.5650 (0.5922)  loss_giou_dn_1: 0.4643 (0.4856)  loss_giou_dn_2: 0.4368 (0.4553)  loss_giou_dn_3: 0.4282 (0.4469)  loss_giou_dn_4: 0.4255 (0.4448)  loss_giou_dn_5: 0.4256 (0.4450)  loss_vfl: 0.6489 (0.6808)  loss_vfl_aux_0: 0.7376 (0.7901)  loss_vfl_aux_1: 0.7129 (0.7367)  loss_vfl_aux_2: 0.6850 (0.7078)  loss_vfl_aux_3: 0.6624 (0.6919)  loss_vfl_aux_4: 0.6460 (0.6847)  loss_vfl_aux_5: 0.7316 (0.7687)  loss_vfl_dn_0: 0.4559 (0.4555)  loss_vfl_dn_1: 0.3927 (0.3913)  loss_vfl_dn_2: 0.3745 (0.3756)  loss_vfl_dn_3: 0.3657 (0.3681)  loss_vfl_dn_4: 0.3643 (0.3655)  loss_vfl_dn_5: 0.3642 (0.3647)  time: 0.4748  data: 0.0139  max mem: 5654
Epoch: [37]  [1400/7393]  eta: 0:49:15  lr: 0.000010  loss: 16.1957 (16.1033)  loss_bbox: 0.1423 (0.1558)  loss_bbox_aux_0: 0.1564 (0.1680)  loss_bbox_aux_1: 0.1514 (0.1606)  loss_bbox_aux_2: 0.1474 (0.1577)  loss_bbox_aux_3: 0.1457 (0.1563)  loss_bbox_aux_4: 0.1424 (0.1558)  loss_bbox_aux_5: 0.2024 (0.2061)  loss_bbox_dn_0: 0.2473 (0.2738)  loss_bbox_dn_1: 0.1788 (0.2037)  loss_bbox_dn_2: 0.1668 (0.1828)  loss_bbox_dn_3: 0.1623 (0.1765)  loss_bbox_dn_4: 0.1601 (0.1751)  loss_bbox_dn_5: 0.1601 (0.1751)  loss_giou: 0.4697 (0.4817)  loss_giou_aux_0: 0.5035 (0.5053)  loss_giou_aux_1: 0.4818 (0.4915)  loss_giou_aux_2: 0.4685 (0.4858)  loss_giou_aux_3: 0.4714 (0.4831)  loss_giou_aux_4: 0.4723 (0.4819)  loss_giou_aux_5: 0.5619 (0.5728)  loss_giou_dn_0: 0.5893 (0.5921)  loss_giou_dn_1: 0.4815 (0.4856)  loss_giou_dn_2: 0.4522 (0.4553)  loss_giou_dn_3: 0.4404 (0.4468)  loss_giou_dn_4: 0.4353 (0.4448)  loss_giou_dn_5: 0.4351 (0.4450)  loss_vfl: 0.6817 (0.6810)  loss_vfl_aux_0: 0.8104 (0.7906)  loss_vfl_aux_1: 0.7533 (0.7374)  loss_vfl_aux_2: 0.7092 (0.7085)  loss_vfl_aux_3: 0.6935 (0.6921)  loss_vfl_aux_4: 0.6883 (0.6848)  loss_vfl_aux_5: 0.7744 (0.7694)  loss_vfl_dn_0: 0.4460 (0.4554)  loss_vfl_dn_1: 0.3900 (0.3912)  loss_vfl_dn_2: 0.3774 (0.3756)  loss_vfl_dn_3: 0.3691 (0.3681)  loss_vfl_dn_4: 0.3688 (0.3654)  loss_vfl_dn_5: 0.3686 (0.3646)  time: 0.4814  data: 0.0141  max mem: 5654
Epoch: [37]  [1500/7393]  eta: 0:48:20  lr: 0.000010  loss: 16.3154 (16.1011)  loss_bbox: 0.1456 (0.1557)  loss_bbox_aux_0: 0.1594 (0.1680)  loss_bbox_aux_1: 0.1498 (0.1605)  loss_bbox_aux_2: 0.1471 (0.1575)  loss_bbox_aux_3: 0.1457 (0.1561)  loss_bbox_aux_4: 0.1453 (0.1557)  loss_bbox_aux_5: 0.2160 (0.2062)  loss_bbox_dn_0: 0.2744 (0.2741)  loss_bbox_dn_1: 0.1928 (0.2039)  loss_bbox_dn_2: 0.1751 (0.1830)  loss_bbox_dn_3: 0.1716 (0.1767)  loss_bbox_dn_4: 0.1700 (0.1753)  loss_bbox_dn_5: 0.1705 (0.1753)  loss_giou: 0.4794 (0.4807)  loss_giou_aux_0: 0.4960 (0.5043)  loss_giou_aux_1: 0.4920 (0.4904)  loss_giou_aux_2: 0.4850 (0.4846)  loss_giou_aux_3: 0.4744 (0.4820)  loss_giou_aux_4: 0.4826 (0.4808)  loss_giou_aux_5: 0.5680 (0.5719)  loss_giou_dn_0: 0.5784 (0.5916)  loss_giou_dn_1: 0.4859 (0.4851)  loss_giou_dn_2: 0.4590 (0.4548)  loss_giou_dn_3: 0.4478 (0.4464)  loss_giou_dn_4: 0.4446 (0.4444)  loss_giou_dn_5: 0.4448 (0.4445)  loss_vfl: 0.7119 (0.6820)  loss_vfl_aux_0: 0.8212 (0.7913)  loss_vfl_aux_1: 0.7461 (0.7385)  loss_vfl_aux_2: 0.7502 (0.7098)  loss_vfl_aux_3: 0.7210 (0.6932)  loss_vfl_aux_4: 0.7125 (0.6858)  loss_vfl_aux_5: 0.7905 (0.7700)  loss_vfl_dn_0: 0.4636 (0.4556)  loss_vfl_dn_1: 0.3960 (0.3913)  loss_vfl_dn_2: 0.3787 (0.3757)  loss_vfl_dn_3: 0.3692 (0.3681)  loss_vfl_dn_4: 0.3678 (0.3655)  loss_vfl_dn_5: 0.3657 (0.3647)  time: 0.4940  data: 0.0141  max mem: 5654
Epoch: [37]  [1600/7393]  eta: 0:47:26  lr: 0.000010  loss: 16.5712 (16.1105)  loss_bbox: 0.1662 (0.1559)  loss_bbox_aux_0: 0.1810 (0.1684)  loss_bbox_aux_1: 0.1746 (0.1608)  loss_bbox_aux_2: 0.1656 (0.1577)  loss_bbox_aux_3: 0.1614 (0.1564)  loss_bbox_aux_4: 0.1655 (0.1559)  loss_bbox_aux_5: 0.2157 (0.2068)  loss_bbox_dn_0: 0.2745 (0.2749)  loss_bbox_dn_1: 0.2111 (0.2044)  loss_bbox_dn_2: 0.1880 (0.1834)  loss_bbox_dn_3: 0.1796 (0.1771)  loss_bbox_dn_4: 0.1746 (0.1757)  loss_bbox_dn_5: 0.1746 (0.1757)  loss_giou: 0.4422 (0.4806)  loss_giou_aux_0: 0.4732 (0.5043)  loss_giou_aux_1: 0.4636 (0.4905)  loss_giou_aux_2: 0.4584 (0.4844)  loss_giou_aux_3: 0.4480 (0.4819)  loss_giou_aux_4: 0.4431 (0.4807)  loss_giou_aux_5: 0.5372 (0.5720)  loss_giou_dn_0: 0.5930 (0.5917)  loss_giou_dn_1: 0.4733 (0.4850)  loss_giou_dn_2: 0.4413 (0.4546)  loss_giou_dn_3: 0.4308 (0.4462)  loss_giou_dn_4: 0.4282 (0.4441)  loss_giou_dn_5: 0.4279 (0.4443)  loss_vfl: 0.7007 (0.6829)  loss_vfl_aux_0: 0.7837 (0.7917)  loss_vfl_aux_1: 0.7411 (0.7393)  loss_vfl_aux_2: 0.7277 (0.7110)  loss_vfl_aux_3: 0.7144 (0.6942)  loss_vfl_aux_4: 0.6944 (0.6867)  loss_vfl_aux_5: 0.7608 (0.7705)  loss_vfl_dn_0: 0.4585 (0.4556)  loss_vfl_dn_1: 0.3982 (0.3913)  loss_vfl_dn_2: 0.3832 (0.3757)  loss_vfl_dn_3: 0.3783 (0.3681)  loss_vfl_dn_4: 0.3771 (0.3655)  loss_vfl_dn_5: 0.3748 (0.3647)  time: 0.4698  data: 0.0141  max mem: 5654
Epoch: [37]  [1700/7393]  eta: 0:46:31  lr: 0.000010  loss: 16.2118 (16.1106)  loss_bbox: 0.1438 (0.1562)  loss_bbox_aux_0: 0.1464 (0.1686)  loss_bbox_aux_1: 0.1506 (0.1611)  loss_bbox_aux_2: 0.1502 (0.1579)  loss_bbox_aux_3: 0.1321 (0.1566)  loss_bbox_aux_4: 0.1437 (0.1561)  loss_bbox_aux_5: 0.1994 (0.2070)  loss_bbox_dn_0: 0.2563 (0.2754)  loss_bbox_dn_1: 0.1921 (0.2049)  loss_bbox_dn_2: 0.1675 (0.1839)  loss_bbox_dn_3: 0.1598 (0.1775)  loss_bbox_dn_4: 0.1574 (0.1762)  loss_bbox_dn_5: 0.1578 (0.1762)  loss_giou: 0.4559 (0.4800)  loss_giou_aux_0: 0.4473 (0.5036)  loss_giou_aux_1: 0.4719 (0.4899)  loss_giou_aux_2: 0.4658 (0.4839)  loss_giou_aux_3: 0.4553 (0.4813)  loss_giou_aux_4: 0.4558 (0.4802)  loss_giou_aux_5: 0.5119 (0.5711)  loss_giou_dn_0: 0.5522 (0.5912)  loss_giou_dn_1: 0.4644 (0.4846)  loss_giou_dn_2: 0.4402 (0.4543)  loss_giou_dn_3: 0.4281 (0.4459)  loss_giou_dn_4: 0.4257 (0.4438)  loss_giou_dn_5: 0.4260 (0.4440)  loss_vfl: 0.6946 (0.6832)  loss_vfl_aux_0: 0.7910 (0.7922)  loss_vfl_aux_1: 0.7577 (0.7395)  loss_vfl_aux_2: 0.7345 (0.7111)  loss_vfl_aux_3: 0.7207 (0.6945)  loss_vfl_aux_4: 0.7164 (0.6870)  loss_vfl_aux_5: 0.7807 (0.7710)  loss_vfl_dn_0: 0.4542 (0.4557)  loss_vfl_dn_1: 0.3985 (0.3913)  loss_vfl_dn_2: 0.3803 (0.3757)  loss_vfl_dn_3: 0.3719 (0.3681)  loss_vfl_dn_4: 0.3665 (0.3655)  loss_vfl_dn_5: 0.3662 (0.3647)  time: 0.4763  data: 0.0140  max mem: 5654
Epoch: [37]  [1800/7393]  eta: 0:45:40  lr: 0.000010  loss: 16.2982 (16.1124)  loss_bbox: 0.1577 (0.1558)  loss_bbox_aux_0: 0.1576 (0.1682)  loss_bbox_aux_1: 0.1626 (0.1607)  loss_bbox_aux_2: 0.1495 (0.1576)  loss_bbox_aux_3: 0.1462 (0.1562)  loss_bbox_aux_4: 0.1456 (0.1558)  loss_bbox_aux_5: 0.2053 (0.2066)  loss_bbox_dn_0: 0.2726 (0.2751)  loss_bbox_dn_1: 0.1966 (0.2045)  loss_bbox_dn_2: 0.1794 (0.1835)  loss_bbox_dn_3: 0.1752 (0.1772)  loss_bbox_dn_4: 0.1762 (0.1758)  loss_bbox_dn_5: 0.1761 (0.1758)  loss_giou: 0.4580 (0.4811)  loss_giou_aux_0: 0.4798 (0.5047)  loss_giou_aux_1: 0.4653 (0.4909)  loss_giou_aux_2: 0.4612 (0.4850)  loss_giou_aux_3: 0.4577 (0.4824)  loss_giou_aux_4: 0.4570 (0.4812)  loss_giou_aux_5: 0.5506 (0.5720)  loss_giou_dn_0: 0.5941 (0.5918)  loss_giou_dn_1: 0.4814 (0.4850)  loss_giou_dn_2: 0.4473 (0.4548)  loss_giou_dn_3: 0.4285 (0.4464)  loss_giou_dn_4: 0.4291 (0.4443)  loss_giou_dn_5: 0.4292 (0.4445)  loss_vfl: 0.6960 (0.6825)  loss_vfl_aux_0: 0.7972 (0.7917)  loss_vfl_aux_1: 0.7513 (0.7389)  loss_vfl_aux_2: 0.7324 (0.7104)  loss_vfl_aux_3: 0.6994 (0.6938)  loss_vfl_aux_4: 0.7058 (0.6865)  loss_vfl_aux_5: 0.7662 (0.7707)  loss_vfl_dn_0: 0.4577 (0.4556)  loss_vfl_dn_1: 0.3960 (0.3913)  loss_vfl_dn_2: 0.3765 (0.3757)  loss_vfl_dn_3: 0.3699 (0.3681)  loss_vfl_dn_4: 0.3679 (0.3655)  loss_vfl_dn_5: 0.3686 (0.3647)  time: 0.4793  data: 0.0135  max mem: 5654
Epoch: [37]  [1900/7393]  eta: 0:44:45  lr: 0.000010  loss: 15.4615 (16.1161)  loss_bbox: 0.1535 (0.1557)  loss_bbox_aux_0: 0.1611 (0.1682)  loss_bbox_aux_1: 0.1505 (0.1607)  loss_bbox_aux_2: 0.1607 (0.1575)  loss_bbox_aux_3: 0.1522 (0.1561)  loss_bbox_aux_4: 0.1528 (0.1557)  loss_bbox_aux_5: 0.2080 (0.2067)  loss_bbox_dn_0: 0.2560 (0.2754)  loss_bbox_dn_1: 0.2131 (0.2049)  loss_bbox_dn_2: 0.1940 (0.1839)  loss_bbox_dn_3: 0.1830 (0.1776)  loss_bbox_dn_4: 0.1781 (0.1762)  loss_bbox_dn_5: 0.1780 (0.1762)  loss_giou: 0.4279 (0.4804)  loss_giou_aux_0: 0.4402 (0.5042)  loss_giou_aux_1: 0.4291 (0.4903)  loss_giou_aux_2: 0.4192 (0.4843)  loss_giou_aux_3: 0.4311 (0.4818)  loss_giou_aux_4: 0.4242 (0.4806)  loss_giou_aux_5: 0.4940 (0.5715)  loss_giou_dn_0: 0.5524 (0.5914)  loss_giou_dn_1: 0.4548 (0.4847)  loss_giou_dn_2: 0.4251 (0.4546)  loss_giou_dn_3: 0.4142 (0.4461)  loss_giou_dn_4: 0.4088 (0.4441)  loss_giou_dn_5: 0.4091 (0.4443)  loss_vfl: 0.6726 (0.6834)  loss_vfl_aux_0: 0.8007 (0.7930)  loss_vfl_aux_1: 0.7463 (0.7403)  loss_vfl_aux_2: 0.7212 (0.7116)  loss_vfl_aux_3: 0.6903 (0.6948)  loss_vfl_aux_4: 0.6855 (0.6874)  loss_vfl_aux_5: 0.7751 (0.7712)  loss_vfl_dn_0: 0.4548 (0.4558)  loss_vfl_dn_1: 0.3838 (0.3915)  loss_vfl_dn_2: 0.3692 (0.3758)  loss_vfl_dn_3: 0.3599 (0.3682)  loss_vfl_dn_4: 0.3572 (0.3655)  loss_vfl_dn_5: 0.3574 (0.3647)  time: 0.4712  data: 0.0145  max mem: 5654
Epoch: [37]  [2000/7393]  eta: 0:43:56  lr: 0.000010  loss: 16.1852 (16.1191)  loss_bbox: 0.1645 (0.1561)  loss_bbox_aux_0: 0.1724 (0.1683)  loss_bbox_aux_1: 0.1671 (0.1609)  loss_bbox_aux_2: 0.1638 (0.1577)  loss_bbox_aux_3: 0.1651 (0.1565)  loss_bbox_aux_4: 0.1635 (0.1560)  loss_bbox_aux_5: 0.2185 (0.2069)  loss_bbox_dn_0: 0.2796 (0.2756)  loss_bbox_dn_1: 0.2176 (0.2052)  loss_bbox_dn_2: 0.1969 (0.1841)  loss_bbox_dn_3: 0.1859 (0.1778)  loss_bbox_dn_4: 0.1851 (0.1764)  loss_bbox_dn_5: 0.1851 (0.1764)  loss_giou: 0.4427 (0.4802)  loss_giou_aux_0: 0.4975 (0.5039)  loss_giou_aux_1: 0.4852 (0.4900)  loss_giou_aux_2: 0.4556 (0.4841)  loss_giou_aux_3: 0.4441 (0.4816)  loss_giou_aux_4: 0.4427 (0.4803)  loss_giou_aux_5: 0.5408 (0.5712)  loss_giou_dn_0: 0.5730 (0.5911)  loss_giou_dn_1: 0.4799 (0.4844)  loss_giou_dn_2: 0.4512 (0.4543)  loss_giou_dn_3: 0.4440 (0.4459)  loss_giou_dn_4: 0.4418 (0.4438)  loss_giou_dn_5: 0.4419 (0.4440)  loss_vfl: 0.7006 (0.6838)  loss_vfl_aux_0: 0.7827 (0.7934)  loss_vfl_aux_1: 0.7319 (0.7410)  loss_vfl_aux_2: 0.7125 (0.7119)  loss_vfl_aux_3: 0.6994 (0.6951)  loss_vfl_aux_4: 0.6999 (0.6879)  loss_vfl_aux_5: 0.7771 (0.7716)  loss_vfl_dn_0: 0.4578 (0.4559)  loss_vfl_dn_1: 0.3946 (0.3915)  loss_vfl_dn_2: 0.3791 (0.3758)  loss_vfl_dn_3: 0.3727 (0.3683)  loss_vfl_dn_4: 0.3703 (0.3656)  loss_vfl_dn_5: 0.3690 (0.3648)  time: 0.4884  data: 0.0138  max mem: 5654
Epoch: [37]  [2100/7393]  eta: 0:43:04  lr: 0.000010  loss: 16.5191 (16.1191)  loss_bbox: 0.1522 (0.1560)  loss_bbox_aux_0: 0.1696 (0.1683)  loss_bbox_aux_1: 0.1612 (0.1608)  loss_bbox_aux_2: 0.1538 (0.1577)  loss_bbox_aux_3: 0.1546 (0.1564)  loss_bbox_aux_4: 0.1548 (0.1559)  loss_bbox_aux_5: 0.2012 (0.2068)  loss_bbox_dn_0: 0.2498 (0.2756)  loss_bbox_dn_1: 0.1911 (0.2051)  loss_bbox_dn_2: 0.1742 (0.1842)  loss_bbox_dn_3: 0.1712 (0.1778)  loss_bbox_dn_4: 0.1679 (0.1764)  loss_bbox_dn_5: 0.1682 (0.1764)  loss_giou: 0.4821 (0.4800)  loss_giou_aux_0: 0.5311 (0.5039)  loss_giou_aux_1: 0.5178 (0.4898)  loss_giou_aux_2: 0.5050 (0.4839)  loss_giou_aux_3: 0.4978 (0.4814)  loss_giou_aux_4: 0.4875 (0.4802)  loss_giou_aux_5: 0.5958 (0.5710)  loss_giou_dn_0: 0.6166 (0.5912)  loss_giou_dn_1: 0.5062 (0.4844)  loss_giou_dn_2: 0.4853 (0.4543)  loss_giou_dn_3: 0.4748 (0.4459)  loss_giou_dn_4: 0.4749 (0.4438)  loss_giou_dn_5: 0.4756 (0.4440)  loss_vfl: 0.6760 (0.6841)  loss_vfl_aux_0: 0.7543 (0.7930)  loss_vfl_aux_1: 0.7317 (0.7414)  loss_vfl_aux_2: 0.7178 (0.7124)  loss_vfl_aux_3: 0.6882 (0.6954)  loss_vfl_aux_4: 0.6795 (0.6881)  loss_vfl_aux_5: 0.7599 (0.7717)  loss_vfl_dn_0: 0.4523 (0.4559)  loss_vfl_dn_1: 0.3911 (0.3915)  loss_vfl_dn_2: 0.3806 (0.3758)  loss_vfl_dn_3: 0.3740 (0.3682)  loss_vfl_dn_4: 0.3723 (0.3655)  loss_vfl_dn_5: 0.3709 (0.3647)  time: 0.4747  data: 0.0147  max mem: 5654
Epoch: [37]  [2200/7393]  eta: 0:42:12  lr: 0.000010  loss: 15.5748 (16.1287)  loss_bbox: 0.1446 (0.1559)  loss_bbox_aux_0: 0.1468 (0.1685)  loss_bbox_aux_1: 0.1474 (0.1609)  loss_bbox_aux_2: 0.1391 (0.1577)  loss_bbox_aux_3: 0.1432 (0.1564)  loss_bbox_aux_4: 0.1456 (0.1559)  loss_bbox_aux_5: 0.2018 (0.2070)  loss_bbox_dn_0: 0.2573 (0.2760)  loss_bbox_dn_1: 0.1863 (0.2055)  loss_bbox_dn_2: 0.1641 (0.1845)  loss_bbox_dn_3: 0.1547 (0.1781)  loss_bbox_dn_4: 0.1533 (0.1767)  loss_bbox_dn_5: 0.1531 (0.1767)  loss_giou: 0.4312 (0.4801)  loss_giou_aux_0: 0.4572 (0.5042)  loss_giou_aux_1: 0.4409 (0.4900)  loss_giou_aux_2: 0.4417 (0.4840)  loss_giou_aux_3: 0.4258 (0.4815)  loss_giou_aux_4: 0.4356 (0.4802)  loss_giou_aux_5: 0.5329 (0.5712)  loss_giou_dn_0: 0.5990 (0.5913)  loss_giou_dn_1: 0.4758 (0.4845)  loss_giou_dn_2: 0.4399 (0.4544)  loss_giou_dn_3: 0.4267 (0.4460)  loss_giou_dn_4: 0.4201 (0.4439)  loss_giou_dn_5: 0.4201 (0.4441)  loss_vfl: 0.6691 (0.6851)  loss_vfl_aux_0: 0.7727 (0.7933)  loss_vfl_aux_1: 0.7279 (0.7423)  loss_vfl_aux_2: 0.6951 (0.7132)  loss_vfl_aux_3: 0.6741 (0.6962)  loss_vfl_aux_4: 0.6704 (0.6890)  loss_vfl_aux_5: 0.7573 (0.7721)  loss_vfl_dn_0: 0.4570 (0.4560)  loss_vfl_dn_1: 0.3886 (0.3916)  loss_vfl_dn_2: 0.3725 (0.3759)  loss_vfl_dn_3: 0.3678 (0.3683)  loss_vfl_dn_4: 0.3654 (0.3656)  loss_vfl_dn_5: 0.3644 (0.3648)  time: 0.4790  data: 0.0138  max mem: 5654
Epoch: [37]  [2300/7393]  eta: 0:41:21  lr: 0.000010  loss: 16.4154 (16.1263)  loss_bbox: 0.1528 (0.1560)  loss_bbox_aux_0: 0.1604 (0.1686)  loss_bbox_aux_1: 0.1524 (0.1610)  loss_bbox_aux_2: 0.1504 (0.1578)  loss_bbox_aux_3: 0.1523 (0.1566)  loss_bbox_aux_4: 0.1529 (0.1560)  loss_bbox_aux_5: 0.2001 (0.2071)  loss_bbox_dn_0: 0.2461 (0.2758)  loss_bbox_dn_1: 0.1834 (0.2054)  loss_bbox_dn_2: 0.1628 (0.1844)  loss_bbox_dn_3: 0.1600 (0.1781)  loss_bbox_dn_4: 0.1594 (0.1767)  loss_bbox_dn_5: 0.1594 (0.1767)  loss_giou: 0.4934 (0.4804)  loss_giou_aux_0: 0.5173 (0.5045)  loss_giou_aux_1: 0.5076 (0.4903)  loss_giou_aux_2: 0.4940 (0.4843)  loss_giou_aux_3: 0.4946 (0.4818)  loss_giou_aux_4: 0.4969 (0.4805)  loss_giou_aux_5: 0.5947 (0.5714)  loss_giou_dn_0: 0.5964 (0.5914)  loss_giou_dn_1: 0.4925 (0.4846)  loss_giou_dn_2: 0.4599 (0.4546)  loss_giou_dn_3: 0.4533 (0.4461)  loss_giou_dn_4: 0.4508 (0.4441)  loss_giou_dn_5: 0.4507 (0.4443)  loss_vfl: 0.6633 (0.6843)  loss_vfl_aux_0: 0.7770 (0.7927)  loss_vfl_aux_1: 0.7211 (0.7414)  loss_vfl_aux_2: 0.6841 (0.7124)  loss_vfl_aux_3: 0.6722 (0.6954)  loss_vfl_aux_4: 0.6589 (0.6881)  loss_vfl_aux_5: 0.7611 (0.7716)  loss_vfl_dn_0: 0.4499 (0.4559)  loss_vfl_dn_1: 0.3998 (0.3915)  loss_vfl_dn_2: 0.3825 (0.3758)  loss_vfl_dn_3: 0.3781 (0.3683)  loss_vfl_dn_4: 0.3766 (0.3656)  loss_vfl_dn_5: 0.3766 (0.3647)  time: 0.4709  data: 0.0138  max mem: 5654
Epoch: [37]  [2400/7393]  eta: 0:40:31  lr: 0.000010  loss: 15.9725 (16.1221)  loss_bbox: 0.1427 (0.1559)  loss_bbox_aux_0: 0.1644 (0.1685)  loss_bbox_aux_1: 0.1496 (0.1608)  loss_bbox_aux_2: 0.1446 (0.1577)  loss_bbox_aux_3: 0.1458 (0.1563)  loss_bbox_aux_4: 0.1446 (0.1558)  loss_bbox_aux_5: 0.1942 (0.2067)  loss_bbox_dn_0: 0.2668 (0.2754)  loss_bbox_dn_1: 0.1979 (0.2050)  loss_bbox_dn_2: 0.1728 (0.1841)  loss_bbox_dn_3: 0.1674 (0.1777)  loss_bbox_dn_4: 0.1648 (0.1763)  loss_bbox_dn_5: 0.1647 (0.1763)  loss_giou: 0.4951 (0.4802)  loss_giou_aux_0: 0.4986 (0.5043)  loss_giou_aux_1: 0.4898 (0.4901)  loss_giou_aux_2: 0.4906 (0.4842)  loss_giou_aux_3: 0.4826 (0.4815)  loss_giou_aux_4: 0.4946 (0.4803)  loss_giou_aux_5: 0.5611 (0.5712)  loss_giou_dn_0: 0.5945 (0.5912)  loss_giou_dn_1: 0.4852 (0.4844)  loss_giou_dn_2: 0.4589 (0.4544)  loss_giou_dn_3: 0.4530 (0.4460)  loss_giou_dn_4: 0.4509 (0.4440)  loss_giou_dn_5: 0.4520 (0.4441)  loss_vfl: 0.6603 (0.6844)  loss_vfl_aux_0: 0.7576 (0.7930)  loss_vfl_aux_1: 0.7172 (0.7417)  loss_vfl_aux_2: 0.6731 (0.7125)  loss_vfl_aux_3: 0.6842 (0.6958)  loss_vfl_aux_4: 0.6525 (0.6883)  loss_vfl_aux_5: 0.7386 (0.7721)  loss_vfl_dn_0: 0.4546 (0.4559)  loss_vfl_dn_1: 0.3912 (0.3915)  loss_vfl_dn_2: 0.3783 (0.3758)  loss_vfl_dn_3: 0.3717 (0.3682)  loss_vfl_dn_4: 0.3689 (0.3655)  loss_vfl_dn_5: 0.3674 (0.3647)  time: 0.4883  data: 0.0141  max mem: 5654
Epoch: [37]  [2500/7393]  eta: 0:39:39  lr: 0.000010  loss: 16.0179 (16.1236)  loss_bbox: 0.1526 (0.1559)  loss_bbox_aux_0: 0.1559 (0.1685)  loss_bbox_aux_1: 0.1617 (0.1609)  loss_bbox_aux_2: 0.1580 (0.1577)  loss_bbox_aux_3: 0.1570 (0.1563)  loss_bbox_aux_4: 0.1537 (0.1559)  loss_bbox_aux_5: 0.1948 (0.2069)  loss_bbox_dn_0: 0.2496 (0.2753)  loss_bbox_dn_1: 0.1895 (0.2049)  loss_bbox_dn_2: 0.1755 (0.1840)  loss_bbox_dn_3: 0.1686 (0.1777)  loss_bbox_dn_4: 0.1676 (0.1763)  loss_bbox_dn_5: 0.1678 (0.1763)  loss_giou: 0.4770 (0.4804)  loss_giou_aux_0: 0.4674 (0.5044)  loss_giou_aux_1: 0.4641 (0.4902)  loss_giou_aux_2: 0.4645 (0.4844)  loss_giou_aux_3: 0.4767 (0.4816)  loss_giou_aux_4: 0.4757 (0.4806)  loss_giou_aux_5: 0.5409 (0.5714)  loss_giou_dn_0: 0.5697 (0.5912)  loss_giou_dn_1: 0.4637 (0.4844)  loss_giou_dn_2: 0.4483 (0.4545)  loss_giou_dn_3: 0.4343 (0.4461)  loss_giou_dn_4: 0.4300 (0.4440)  loss_giou_dn_5: 0.4304 (0.4442)  loss_vfl: 0.6468 (0.6842)  loss_vfl_aux_0: 0.7715 (0.7935)  loss_vfl_aux_1: 0.7210 (0.7421)  loss_vfl_aux_2: 0.6866 (0.7125)  loss_vfl_aux_3: 0.6676 (0.6956)  loss_vfl_aux_4: 0.6508 (0.6880)  loss_vfl_aux_5: 0.7317 (0.7720)  loss_vfl_dn_0: 0.4501 (0.4560)  loss_vfl_dn_1: 0.3903 (0.3915)  loss_vfl_dn_2: 0.3759 (0.3758)  loss_vfl_dn_3: 0.3711 (0.3682)  loss_vfl_dn_4: 0.3679 (0.3655)  loss_vfl_dn_5: 0.3659 (0.3647)  time: 0.4607  data: 0.0135  max mem: 5654
Epoch: [37]  [2600/7393]  eta: 0:38:48  lr: 0.000010  loss: 15.7748 (16.1199)  loss_bbox: 0.1494 (0.1557)  loss_bbox_aux_0: 0.1828 (0.1682)  loss_bbox_aux_1: 0.1611 (0.1606)  loss_bbox_aux_2: 0.1559 (0.1575)  loss_bbox_aux_3: 0.1457 (0.1562)  loss_bbox_aux_4: 0.1470 (0.1557)  loss_bbox_aux_5: 0.2016 (0.2066)  loss_bbox_dn_0: 0.2337 (0.2749)  loss_bbox_dn_1: 0.1835 (0.2046)  loss_bbox_dn_2: 0.1684 (0.1837)  loss_bbox_dn_3: 0.1669 (0.1774)  loss_bbox_dn_4: 0.1658 (0.1760)  loss_bbox_dn_5: 0.1657 (0.1760)  loss_giou: 0.4754 (0.4807)  loss_giou_aux_0: 0.5132 (0.5047)  loss_giou_aux_1: 0.5087 (0.4904)  loss_giou_aux_2: 0.4770 (0.4847)  loss_giou_aux_3: 0.4757 (0.4820)  loss_giou_aux_4: 0.4758 (0.4809)  loss_giou_aux_5: 0.5825 (0.5717)  loss_giou_dn_0: 0.6029 (0.5914)  loss_giou_dn_1: 0.4839 (0.4846)  loss_giou_dn_2: 0.4622 (0.4546)  loss_giou_dn_3: 0.4547 (0.4462)  loss_giou_dn_4: 0.4522 (0.4442)  loss_giou_dn_5: 0.4526 (0.4444)  loss_vfl: 0.6499 (0.6837)  loss_vfl_aux_0: 0.7532 (0.7930)  loss_vfl_aux_1: 0.7005 (0.7418)  loss_vfl_aux_2: 0.6730 (0.7120)  loss_vfl_aux_3: 0.6597 (0.6951)  loss_vfl_aux_4: 0.6497 (0.6876)  loss_vfl_aux_5: 0.7225 (0.7718)  loss_vfl_dn_0: 0.4532 (0.4560)  loss_vfl_dn_1: 0.3939 (0.3915)  loss_vfl_dn_2: 0.3799 (0.3757)  loss_vfl_dn_3: 0.3739 (0.3682)  loss_vfl_dn_4: 0.3684 (0.3655)  loss_vfl_dn_5: 0.3675 (0.3647)  time: 0.4799  data: 0.0139  max mem: 5654
Epoch: [37]  [2700/7393]  eta: 0:38:10  lr: 0.000010  loss: 15.9781 (16.1206)  loss_bbox: 0.1840 (0.1558)  loss_bbox_aux_0: 0.1949 (0.1683)  loss_bbox_aux_1: 0.1976 (0.1607)  loss_bbox_aux_2: 0.1778 (0.1576)  loss_bbox_aux_3: 0.1706 (0.1563)  loss_bbox_aux_4: 0.1712 (0.1558)  loss_bbox_aux_5: 0.2447 (0.2067)  loss_bbox_dn_0: 0.2947 (0.2749)  loss_bbox_dn_1: 0.2010 (0.2047)  loss_bbox_dn_2: 0.1769 (0.1838)  loss_bbox_dn_3: 0.1698 (0.1774)  loss_bbox_dn_4: 0.1698 (0.1761)  loss_bbox_dn_5: 0.1698 (0.1761)  loss_giou: 0.4816 (0.4810)  loss_giou_aux_0: 0.5023 (0.5049)  loss_giou_aux_1: 0.4990 (0.4906)  loss_giou_aux_2: 0.4878 (0.4851)  loss_giou_aux_3: 0.4825 (0.4823)  loss_giou_aux_4: 0.4885 (0.4812)  loss_giou_aux_5: 0.5844 (0.5720)  loss_giou_dn_0: 0.5823 (0.5915)  loss_giou_dn_1: 0.4774 (0.4847)  loss_giou_dn_2: 0.4434 (0.4547)  loss_giou_dn_3: 0.4313 (0.4463)  loss_giou_dn_4: 0.4287 (0.4443)  loss_giou_dn_5: 0.4285 (0.4444)  loss_vfl: 0.6665 (0.6833)  loss_vfl_aux_0: 0.7911 (0.7928)  loss_vfl_aux_1: 0.7132 (0.7415)  loss_vfl_aux_2: 0.7014 (0.7115)  loss_vfl_aux_3: 0.6849 (0.6948)  loss_vfl_aux_4: 0.6789 (0.6872)  loss_vfl_aux_5: 0.7639 (0.7714)  loss_vfl_dn_0: 0.4518 (0.4559)  loss_vfl_dn_1: 0.3889 (0.3914)  loss_vfl_dn_2: 0.3733 (0.3756)  loss_vfl_dn_3: 0.3639 (0.3681)  loss_vfl_dn_4: 0.3618 (0.3654)  loss_vfl_dn_5: 0.3628 (0.3646)  time: 0.4878  data: 0.0139  max mem: 5654
Epoch: [37]  [2800/7393]  eta: 0:37:19  lr: 0.000010  loss: 16.3763 (16.1188)  loss_bbox: 0.1466 (0.1557)  loss_bbox_aux_0: 0.1649 (0.1682)  loss_bbox_aux_1: 0.1524 (0.1605)  loss_bbox_aux_2: 0.1494 (0.1575)  loss_bbox_aux_3: 0.1458 (0.1561)  loss_bbox_aux_4: 0.1440 (0.1557)  loss_bbox_aux_5: 0.1946 (0.2065)  loss_bbox_dn_0: 0.2403 (0.2747)  loss_bbox_dn_1: 0.1853 (0.2045)  loss_bbox_dn_2: 0.1647 (0.1836)  loss_bbox_dn_3: 0.1573 (0.1772)  loss_bbox_dn_4: 0.1566 (0.1759)  loss_bbox_dn_5: 0.1567 (0.1759)  loss_giou: 0.5193 (0.4809)  loss_giou_aux_0: 0.5466 (0.5048)  loss_giou_aux_1: 0.5294 (0.4905)  loss_giou_aux_2: 0.5287 (0.4850)  loss_giou_aux_3: 0.5213 (0.4822)  loss_giou_aux_4: 0.5215 (0.4811)  loss_giou_aux_5: 0.6115 (0.5717)  loss_giou_dn_0: 0.6123 (0.5916)  loss_giou_dn_1: 0.5151 (0.4849)  loss_giou_dn_2: 0.4803 (0.4549)  loss_giou_dn_3: 0.4750 (0.4465)  loss_giou_dn_4: 0.4733 (0.4444)  loss_giou_dn_5: 0.4736 (0.4446)  loss_vfl: 0.6804 (0.6833)  loss_vfl_aux_0: 0.7703 (0.7926)  loss_vfl_aux_1: 0.7268 (0.7415)  loss_vfl_aux_2: 0.7117 (0.7116)  loss_vfl_aux_3: 0.6869 (0.6949)  loss_vfl_aux_4: 0.6836 (0.6873)  loss_vfl_aux_5: 0.7532 (0.7714)  loss_vfl_dn_0: 0.4530 (0.4558)  loss_vfl_dn_1: 0.3959 (0.3914)  loss_vfl_dn_2: 0.3837 (0.3756)  loss_vfl_dn_3: 0.3731 (0.3681)  loss_vfl_dn_4: 0.3688 (0.3654)  loss_vfl_dn_5: 0.3677 (0.3646)  time: 0.4731  data: 0.0144  max mem: 5654
Epoch: [37]  [2900/7393]  eta: 0:36:29  lr: 0.000010  loss: 16.4012 (16.1251)  loss_bbox: 0.1521 (0.1556)  loss_bbox_aux_0: 0.1724 (0.1683)  loss_bbox_aux_1: 0.1579 (0.1605)  loss_bbox_aux_2: 0.1563 (0.1575)  loss_bbox_aux_3: 0.1529 (0.1561)  loss_bbox_aux_4: 0.1520 (0.1556)  loss_bbox_aux_5: 0.1949 (0.2065)  loss_bbox_dn_0: 0.2532 (0.2746)  loss_bbox_dn_1: 0.1936 (0.2044)  loss_bbox_dn_2: 0.1771 (0.1835)  loss_bbox_dn_3: 0.1711 (0.1772)  loss_bbox_dn_4: 0.1696 (0.1758)  loss_bbox_dn_5: 0.1696 (0.1758)  loss_giou: 0.4957 (0.4815)  loss_giou_aux_0: 0.5140 (0.5056)  loss_giou_aux_1: 0.5003 (0.4911)  loss_giou_aux_2: 0.4975 (0.4857)  loss_giou_aux_3: 0.4939 (0.4827)  loss_giou_aux_4: 0.4931 (0.4817)  loss_giou_aux_5: 0.5670 (0.5724)  loss_giou_dn_0: 0.5911 (0.5921)  loss_giou_dn_1: 0.4732 (0.4853)  loss_giou_dn_2: 0.4516 (0.4553)  loss_giou_dn_3: 0.4473 (0.4469)  loss_giou_dn_4: 0.4455 (0.4449)  loss_giou_dn_5: 0.4454 (0.4450)  loss_vfl: 0.7050 (0.6836)  loss_vfl_aux_0: 0.7794 (0.7920)  loss_vfl_aux_1: 0.7370 (0.7413)  loss_vfl_aux_2: 0.7177 (0.7115)  loss_vfl_aux_3: 0.7220 (0.6951)  loss_vfl_aux_4: 0.6937 (0.6876)  loss_vfl_aux_5: 0.7586 (0.7711)  loss_vfl_dn_0: 0.4679 (0.4559)  loss_vfl_dn_1: 0.3985 (0.3914)  loss_vfl_dn_2: 0.3831 (0.3756)  loss_vfl_dn_3: 0.3744 (0.3682)  loss_vfl_dn_4: 0.3726 (0.3655)  loss_vfl_dn_5: 0.3709 (0.3646)  time: 0.4835  data: 0.0137  max mem: 5654
Epoch: [37]  [3000/7393]  eta: 0:35:39  lr: 0.000010  loss: 16.3410 (16.1252)  loss_bbox: 0.1336 (0.1556)  loss_bbox_aux_0: 0.1492 (0.1682)  loss_bbox_aux_1: 0.1399 (0.1604)  loss_bbox_aux_2: 0.1367 (0.1575)  loss_bbox_aux_3: 0.1341 (0.1560)  loss_bbox_aux_4: 0.1324 (0.1556)  loss_bbox_aux_5: 0.1843 (0.2064)  loss_bbox_dn_0: 0.2903 (0.2743)  loss_bbox_dn_1: 0.2173 (0.2042)  loss_bbox_dn_2: 0.1961 (0.1834)  loss_bbox_dn_3: 0.1870 (0.1770)  loss_bbox_dn_4: 0.1851 (0.1757)  loss_bbox_dn_5: 0.1850 (0.1757)  loss_giou: 0.4657 (0.4815)  loss_giou_aux_0: 0.4895 (0.5055)  loss_giou_aux_1: 0.4616 (0.4911)  loss_giou_aux_2: 0.4740 (0.4857)  loss_giou_aux_3: 0.4681 (0.4827)  loss_giou_aux_4: 0.4656 (0.4816)  loss_giou_aux_5: 0.5517 (0.5724)  loss_giou_dn_0: 0.5957 (0.5921)  loss_giou_dn_1: 0.4940 (0.4853)  loss_giou_dn_2: 0.4626 (0.4553)  loss_giou_dn_3: 0.4542 (0.4469)  loss_giou_dn_4: 0.4516 (0.4449)  loss_giou_dn_5: 0.4516 (0.4450)  loss_vfl: 0.7231 (0.6840)  loss_vfl_aux_0: 0.7889 (0.7923)  loss_vfl_aux_1: 0.7556 (0.7416)  loss_vfl_aux_2: 0.7229 (0.7117)  loss_vfl_aux_3: 0.7053 (0.6956)  loss_vfl_aux_4: 0.7184 (0.6879)  loss_vfl_aux_5: 0.7816 (0.7713)  loss_vfl_dn_0: 0.4536 (0.4559)  loss_vfl_dn_1: 0.3947 (0.3914)  loss_vfl_dn_2: 0.3751 (0.3756)  loss_vfl_dn_3: 0.3691 (0.3682)  loss_vfl_dn_4: 0.3671 (0.3655)  loss_vfl_dn_5: 0.3686 (0.3646)  time: 0.4772  data: 0.0139  max mem: 5654
Epoch: [37]  [3100/7393]  eta: 0:34:58  lr: 0.000010  loss: 15.4165 (16.1134)  loss_bbox: 0.1451 (0.1554)  loss_bbox_aux_0: 0.1506 (0.1680)  loss_bbox_aux_1: 0.1488 (0.1603)  loss_bbox_aux_2: 0.1482 (0.1574)  loss_bbox_aux_3: 0.1496 (0.1559)  loss_bbox_aux_4: 0.1467 (0.1554)  loss_bbox_aux_5: 0.2006 (0.2063)  loss_bbox_dn_0: 0.2691 (0.2743)  loss_bbox_dn_1: 0.1896 (0.2042)  loss_bbox_dn_2: 0.1718 (0.1834)  loss_bbox_dn_3: 0.1676 (0.1770)  loss_bbox_dn_4: 0.1642 (0.1757)  loss_bbox_dn_5: 0.1636 (0.1757)  loss_giou: 0.4059 (0.4808)  loss_giou_aux_0: 0.4322 (0.5049)  loss_giou_aux_1: 0.4115 (0.4905)  loss_giou_aux_2: 0.4086 (0.4851)  loss_giou_aux_3: 0.4115 (0.4821)  loss_giou_aux_4: 0.4056 (0.4810)  loss_giou_aux_5: 0.4852 (0.5718)  loss_giou_dn_0: 0.5246 (0.5917)  loss_giou_dn_1: 0.4276 (0.4849)  loss_giou_dn_2: 0.3906 (0.4549)  loss_giou_dn_3: 0.3833 (0.4465)  loss_giou_dn_4: 0.3836 (0.4445)  loss_giou_dn_5: 0.3841 (0.4446)  loss_vfl: 0.6577 (0.6835)  loss_vfl_aux_0: 0.7850 (0.7919)  loss_vfl_aux_1: 0.7145 (0.7411)  loss_vfl_aux_2: 0.6651 (0.7111)  loss_vfl_aux_3: 0.6578 (0.6950)  loss_vfl_aux_4: 0.6605 (0.6874)  loss_vfl_aux_5: 0.7675 (0.7709)  loss_vfl_dn_0: 0.4464 (0.4557)  loss_vfl_dn_1: 0.3819 (0.3913)  loss_vfl_dn_2: 0.3700 (0.3755)  loss_vfl_dn_3: 0.3577 (0.3680)  loss_vfl_dn_4: 0.3588 (0.3654)  loss_vfl_dn_5: 0.3571 (0.3645)  time: 0.4829  data: 0.0139  max mem: 5654
Epoch: [37]  [3200/7393]  eta: 0:34:08  lr: 0.000010  loss: 16.5167 (16.1153)  loss_bbox: 0.1547 (0.1556)  loss_bbox_aux_0: 0.1678 (0.1682)  loss_bbox_aux_1: 0.1588 (0.1604)  loss_bbox_aux_2: 0.1567 (0.1576)  loss_bbox_aux_3: 0.1526 (0.1560)  loss_bbox_aux_4: 0.1529 (0.1556)  loss_bbox_aux_5: 0.2008 (0.2064)  loss_bbox_dn_0: 0.2783 (0.2743)  loss_bbox_dn_1: 0.2038 (0.2043)  loss_bbox_dn_2: 0.1862 (0.1835)  loss_bbox_dn_3: 0.1796 (0.1771)  loss_bbox_dn_4: 0.1796 (0.1758)  loss_bbox_dn_5: 0.1796 (0.1758)  loss_giou: 0.4841 (0.4808)  loss_giou_aux_0: 0.5027 (0.5049)  loss_giou_aux_1: 0.4839 (0.4905)  loss_giou_aux_2: 0.4870 (0.4851)  loss_giou_aux_3: 0.4840 (0.4820)  loss_giou_aux_4: 0.4842 (0.4810)  loss_giou_aux_5: 0.5929 (0.5717)  loss_giou_dn_0: 0.5978 (0.5916)  loss_giou_dn_1: 0.4802 (0.4849)  loss_giou_dn_2: 0.4481 (0.4549)  loss_giou_dn_3: 0.4363 (0.4465)  loss_giou_dn_4: 0.4333 (0.4445)  loss_giou_dn_5: 0.4336 (0.4447)  loss_vfl: 0.6856 (0.6836)  loss_vfl_aux_0: 0.7952 (0.7918)  loss_vfl_aux_1: 0.7467 (0.7410)  loss_vfl_aux_2: 0.7072 (0.7110)  loss_vfl_aux_3: 0.7002 (0.6951)  loss_vfl_aux_4: 0.6814 (0.6875)  loss_vfl_aux_5: 0.7281 (0.7709)  loss_vfl_dn_0: 0.4612 (0.4558)  loss_vfl_dn_1: 0.4003 (0.3913)  loss_vfl_dn_2: 0.3836 (0.3756)  loss_vfl_dn_3: 0.3772 (0.3681)  loss_vfl_dn_4: 0.3771 (0.3655)  loss_vfl_dn_5: 0.3775 (0.3646)  time: 0.4769  data: 0.0142  max mem: 5654
Epoch: [37]  [3300/7393]  eta: 0:33:18  lr: 0.000010  loss: 16.3692 (16.1189)  loss_bbox: 0.1350 (0.1555)  loss_bbox_aux_0: 0.1590 (0.1683)  loss_bbox_aux_1: 0.1428 (0.1605)  loss_bbox_aux_2: 0.1386 (0.1576)  loss_bbox_aux_3: 0.1351 (0.1560)  loss_bbox_aux_4: 0.1350 (0.1556)  loss_bbox_aux_5: 0.1811 (0.2064)  loss_bbox_dn_0: 0.2393 (0.2743)  loss_bbox_dn_1: 0.1829 (0.2042)  loss_bbox_dn_2: 0.1592 (0.1834)  loss_bbox_dn_3: 0.1507 (0.1771)  loss_bbox_dn_4: 0.1504 (0.1757)  loss_bbox_dn_5: 0.1503 (0.1757)  loss_giou: 0.4743 (0.4811)  loss_giou_aux_0: 0.5119 (0.5053)  loss_giou_aux_1: 0.5084 (0.4909)  loss_giou_aux_2: 0.4886 (0.4855)  loss_giou_aux_3: 0.4789 (0.4823)  loss_giou_aux_4: 0.4783 (0.4813)  loss_giou_aux_5: 0.5818 (0.5721)  loss_giou_dn_0: 0.5998 (0.5918)  loss_giou_dn_1: 0.4939 (0.4850)  loss_giou_dn_2: 0.4676 (0.4550)  loss_giou_dn_3: 0.4616 (0.4467)  loss_giou_dn_4: 0.4588 (0.4447)  loss_giou_dn_5: 0.4588 (0.4448)  loss_vfl: 0.6707 (0.6836)  loss_vfl_aux_0: 0.7441 (0.7917)  loss_vfl_aux_1: 0.7268 (0.7410)  loss_vfl_aux_2: 0.6952 (0.7109)  loss_vfl_aux_3: 0.6810 (0.6952)  loss_vfl_aux_4: 0.6749 (0.6875)  loss_vfl_aux_5: 0.7223 (0.7709)  loss_vfl_dn_0: 0.4533 (0.4558)  loss_vfl_dn_1: 0.3972 (0.3914)  loss_vfl_dn_2: 0.3802 (0.3756)  loss_vfl_dn_3: 0.3707 (0.3682)  loss_vfl_dn_4: 0.3641 (0.3655)  loss_vfl_dn_5: 0.3620 (0.3647)  time: 0.4793  data: 0.0139  max mem: 5654
Epoch: [37]  [3400/7393]  eta: 0:32:27  lr: 0.000010  loss: 15.6179 (16.1182)  loss_bbox: 0.1559 (0.1556)  loss_bbox_aux_0: 0.1656 (0.1684)  loss_bbox_aux_1: 0.1565 (0.1606)  loss_bbox_aux_2: 0.1561 (0.1577)  loss_bbox_aux_3: 0.1541 (0.1561)  loss_bbox_aux_4: 0.1572 (0.1556)  loss_bbox_aux_5: 0.2111 (0.2065)  loss_bbox_dn_0: 0.2799 (0.2743)  loss_bbox_dn_1: 0.1997 (0.2042)  loss_bbox_dn_2: 0.1839 (0.1834)  loss_bbox_dn_3: 0.1733 (0.1770)  loss_bbox_dn_4: 0.1714 (0.1757)  loss_bbox_dn_5: 0.1714 (0.1757)  loss_giou: 0.4446 (0.4810)  loss_giou_aux_0: 0.4748 (0.5053)  loss_giou_aux_1: 0.4636 (0.4908)  loss_giou_aux_2: 0.4467 (0.4855)  loss_giou_aux_3: 0.4476 (0.4823)  loss_giou_aux_4: 0.4426 (0.4812)  loss_giou_aux_5: 0.5538 (0.5720)  loss_giou_dn_0: 0.5764 (0.5917)  loss_giou_dn_1: 0.4596 (0.4849)  loss_giou_dn_2: 0.4214 (0.4549)  loss_giou_dn_3: 0.4093 (0.4465)  loss_giou_dn_4: 0.4051 (0.4445)  loss_giou_dn_5: 0.4052 (0.4447)  loss_vfl: 0.6729 (0.6838)  loss_vfl_aux_0: 0.7939 (0.7916)  loss_vfl_aux_1: 0.7277 (0.7409)  loss_vfl_aux_2: 0.6793 (0.7110)  loss_vfl_aux_3: 0.6764 (0.6953)  loss_vfl_aux_4: 0.6620 (0.6877)  loss_vfl_aux_5: 0.7630 (0.7709)  loss_vfl_dn_0: 0.4552 (0.4558)  loss_vfl_dn_1: 0.3918 (0.3914)  loss_vfl_dn_2: 0.3744 (0.3756)  loss_vfl_dn_3: 0.3670 (0.3682)  loss_vfl_dn_4: 0.3642 (0.3655)  loss_vfl_dn_5: 0.3631 (0.3647)  time: 0.4817  data: 0.0142  max mem: 5654
Epoch: [37]  [3500/7393]  eta: 0:31:38  lr: 0.000010  loss: 15.8645 (16.1133)  loss_bbox: 0.1430 (0.1554)  loss_bbox_aux_0: 0.1618 (0.1684)  loss_bbox_aux_1: 0.1495 (0.1605)  loss_bbox_aux_2: 0.1514 (0.1576)  loss_bbox_aux_3: 0.1444 (0.1559)  loss_bbox_aux_4: 0.1393 (0.1555)  loss_bbox_aux_5: 0.1894 (0.2064)  loss_bbox_dn_0: 0.2152 (0.2742)  loss_bbox_dn_1: 0.1621 (0.2041)  loss_bbox_dn_2: 0.1468 (0.1833)  loss_bbox_dn_3: 0.1412 (0.1770)  loss_bbox_dn_4: 0.1395 (0.1756)  loss_bbox_dn_5: 0.1395 (0.1756)  loss_giou: 0.4738 (0.4809)  loss_giou_aux_0: 0.5080 (0.5051)  loss_giou_aux_1: 0.4933 (0.4907)  loss_giou_aux_2: 0.4808 (0.4854)  loss_giou_aux_3: 0.4665 (0.4821)  loss_giou_aux_4: 0.4650 (0.4810)  loss_giou_aux_5: 0.5670 (0.5718)  loss_giou_dn_0: 0.5892 (0.5914)  loss_giou_dn_1: 0.4847 (0.4846)  loss_giou_dn_2: 0.4564 (0.4547)  loss_giou_dn_3: 0.4475 (0.4463)  loss_giou_dn_4: 0.4477 (0.4443)  loss_giou_dn_5: 0.4480 (0.4444)  loss_vfl: 0.6305 (0.6837)  loss_vfl_aux_0: 0.7216 (0.7913)  loss_vfl_aux_1: 0.6636 (0.7408)  loss_vfl_aux_2: 0.6595 (0.7107)  loss_vfl_aux_3: 0.6427 (0.6952)  loss_vfl_aux_4: 0.6314 (0.6875)  loss_vfl_aux_5: 0.7084 (0.7710)  loss_vfl_dn_0: 0.4435 (0.4559)  loss_vfl_dn_1: 0.3854 (0.3914)  loss_vfl_dn_2: 0.3748 (0.3756)  loss_vfl_dn_3: 0.3652 (0.3681)  loss_vfl_dn_4: 0.3670 (0.3655)  loss_vfl_dn_5: 0.3665 (0.3646)  time: 0.4754  data: 0.0143  max mem: 5654
Epoch: [37]  [3600/7393]  eta: 0:30:48  lr: 0.000010  loss: 16.6198 (16.1115)  loss_bbox: 0.1556 (0.1555)  loss_bbox_aux_0: 0.1672 (0.1684)  loss_bbox_aux_1: 0.1566 (0.1605)  loss_bbox_aux_2: 0.1539 (0.1577)  loss_bbox_aux_3: 0.1561 (0.1559)  loss_bbox_aux_4: 0.1603 (0.1555)  loss_bbox_aux_5: 0.2042 (0.2064)  loss_bbox_dn_0: 0.2479 (0.2742)  loss_bbox_dn_1: 0.1849 (0.2041)  loss_bbox_dn_2: 0.1667 (0.1833)  loss_bbox_dn_3: 0.1630 (0.1769)  loss_bbox_dn_4: 0.1607 (0.1755)  loss_bbox_dn_5: 0.1608 (0.1755)  loss_giou: 0.4927 (0.4807)  loss_giou_aux_0: 0.5269 (0.5049)  loss_giou_aux_1: 0.5054 (0.4905)  loss_giou_aux_2: 0.5007 (0.4852)  loss_giou_aux_3: 0.4923 (0.4819)  loss_giou_aux_4: 0.4927 (0.4809)  loss_giou_aux_5: 0.6019 (0.5717)  loss_giou_dn_0: 0.6280 (0.5912)  loss_giou_dn_1: 0.5151 (0.4845)  loss_giou_dn_2: 0.4768 (0.4545)  loss_giou_dn_3: 0.4626 (0.4461)  loss_giou_dn_4: 0.4601 (0.4441)  loss_giou_dn_5: 0.4601 (0.4443)  loss_vfl: 0.6764 (0.6837)  loss_vfl_aux_0: 0.7779 (0.7913)  loss_vfl_aux_1: 0.7252 (0.7408)  loss_vfl_aux_2: 0.6916 (0.7108)  loss_vfl_aux_3: 0.6932 (0.6953)  loss_vfl_aux_4: 0.6852 (0.6876)  loss_vfl_aux_5: 0.7179 (0.7709)  loss_vfl_dn_0: 0.4551 (0.4559)  loss_vfl_dn_1: 0.3902 (0.3914)  loss_vfl_dn_2: 0.3789 (0.3756)  loss_vfl_dn_3: 0.3725 (0.3681)  loss_vfl_dn_4: 0.3707 (0.3655)  loss_vfl_dn_5: 0.3706 (0.3646)  time: 0.4890  data: 0.0141  max mem: 5654
Epoch: [37]  [3700/7393]  eta: 0:29:58  lr: 0.000010  loss: 15.8600 (16.1078)  loss_bbox: 0.1565 (0.1556)  loss_bbox_aux_0: 0.1562 (0.1685)  loss_bbox_aux_1: 0.1611 (0.1606)  loss_bbox_aux_2: 0.1536 (0.1578)  loss_bbox_aux_3: 0.1568 (0.1560)  loss_bbox_aux_4: 0.1549 (0.1556)  loss_bbox_aux_5: 0.1929 (0.2065)  loss_bbox_dn_0: 0.2451 (0.2742)  loss_bbox_dn_1: 0.1833 (0.2041)  loss_bbox_dn_2: 0.1572 (0.1832)  loss_bbox_dn_3: 0.1531 (0.1769)  loss_bbox_dn_4: 0.1512 (0.1755)  loss_bbox_dn_5: 0.1512 (0.1755)  loss_giou: 0.4700 (0.4805)  loss_giou_aux_0: 0.5028 (0.5047)  loss_giou_aux_1: 0.4906 (0.4903)  loss_giou_aux_2: 0.4681 (0.4851)  loss_giou_aux_3: 0.4675 (0.4817)  loss_giou_aux_4: 0.4742 (0.4806)  loss_giou_aux_5: 0.5723 (0.5714)  loss_giou_dn_0: 0.5920 (0.5910)  loss_giou_dn_1: 0.4807 (0.4843)  loss_giou_dn_2: 0.4545 (0.4544)  loss_giou_dn_3: 0.4442 (0.4460)  loss_giou_dn_4: 0.4434 (0.4439)  loss_giou_dn_5: 0.4432 (0.4441)  loss_vfl: 0.6300 (0.6835)  loss_vfl_aux_0: 0.7491 (0.7910)  loss_vfl_aux_1: 0.6970 (0.7406)  loss_vfl_aux_2: 0.6642 (0.7106)  loss_vfl_aux_3: 0.6416 (0.6951)  loss_vfl_aux_4: 0.6334 (0.6874)  loss_vfl_aux_5: 0.7328 (0.7707)  loss_vfl_dn_0: 0.4548 (0.4559)  loss_vfl_dn_1: 0.3885 (0.3913)  loss_vfl_dn_2: 0.3731 (0.3755)  loss_vfl_dn_3: 0.3651 (0.3681)  loss_vfl_dn_4: 0.3631 (0.3654)  loss_vfl_dn_5: 0.3620 (0.3646)  time: 0.4695  data: 0.0142  max mem: 5654
Epoch: [37]  [3800/7393]  eta: 0:29:08  lr: 0.000010  loss: 15.7606 (16.1110)  loss_bbox: 0.1498 (0.1555)  loss_bbox_aux_0: 0.1675 (0.1685)  loss_bbox_aux_1: 0.1582 (0.1606)  loss_bbox_aux_2: 0.1518 (0.1578)  loss_bbox_aux_3: 0.1422 (0.1560)  loss_bbox_aux_4: 0.1490 (0.1555)  loss_bbox_aux_5: 0.1906 (0.2064)  loss_bbox_dn_0: 0.2348 (0.2738)  loss_bbox_dn_1: 0.1706 (0.2038)  loss_bbox_dn_2: 0.1558 (0.1830)  loss_bbox_dn_3: 0.1488 (0.1766)  loss_bbox_dn_4: 0.1479 (0.1752)  loss_bbox_dn_5: 0.1479 (0.1752)  loss_giou: 0.4694 (0.4811)  loss_giou_aux_0: 0.4983 (0.5054)  loss_giou_aux_1: 0.4798 (0.4910)  loss_giou_aux_2: 0.4721 (0.4858)  loss_giou_aux_3: 0.4656 (0.4824)  loss_giou_aux_4: 0.4690 (0.4813)  loss_giou_aux_5: 0.5500 (0.5722)  loss_giou_dn_0: 0.5678 (0.5914)  loss_giou_dn_1: 0.4718 (0.4847)  loss_giou_dn_2: 0.4397 (0.4548)  loss_giou_dn_3: 0.4335 (0.4464)  loss_giou_dn_4: 0.4346 (0.4444)  loss_giou_dn_5: 0.4349 (0.4445)  loss_vfl: 0.6563 (0.6834)  loss_vfl_aux_0: 0.7640 (0.7906)  loss_vfl_aux_1: 0.6974 (0.7403)  loss_vfl_aux_2: 0.6701 (0.7103)  loss_vfl_aux_3: 0.6782 (0.6949)  loss_vfl_aux_4: 0.6642 (0.6872)  loss_vfl_aux_5: 0.7246 (0.7702)  loss_vfl_dn_0: 0.4520 (0.4558)  loss_vfl_dn_1: 0.3855 (0.3913)  loss_vfl_dn_2: 0.3735 (0.3756)  loss_vfl_dn_3: 0.3612 (0.3681)  loss_vfl_dn_4: 0.3559 (0.3655)  loss_vfl_dn_5: 0.3556 (0.3647)  time: 0.4798  data: 0.0145  max mem: 5654
Epoch: [37]  [3900/7393]  eta: 0:28:19  lr: 0.000010  loss: 15.8486 (16.1159)  loss_bbox: 0.1722 (0.1556)  loss_bbox_aux_0: 0.1708 (0.1686)  loss_bbox_aux_1: 0.1627 (0.1606)  loss_bbox_aux_2: 0.1697 (0.1579)  loss_bbox_aux_3: 0.1732 (0.1561)  loss_bbox_aux_4: 0.1722 (0.1556)  loss_bbox_aux_5: 0.2110 (0.2065)  loss_bbox_dn_0: 0.2715 (0.2739)  loss_bbox_dn_1: 0.1956 (0.2039)  loss_bbox_dn_2: 0.1740 (0.1830)  loss_bbox_dn_3: 0.1621 (0.1767)  loss_bbox_dn_4: 0.1593 (0.1753)  loss_bbox_dn_5: 0.1591 (0.1753)  loss_giou: 0.4707 (0.4814)  loss_giou_aux_0: 0.4934 (0.5057)  loss_giou_aux_1: 0.4797 (0.4912)  loss_giou_aux_2: 0.4818 (0.4861)  loss_giou_aux_3: 0.4668 (0.4826)  loss_giou_aux_4: 0.4719 (0.4815)  loss_giou_aux_5: 0.5617 (0.5725)  loss_giou_dn_0: 0.5965 (0.5916)  loss_giou_dn_1: 0.4950 (0.4849)  loss_giou_dn_2: 0.4570 (0.4550)  loss_giou_dn_3: 0.4441 (0.4466)  loss_giou_dn_4: 0.4428 (0.4446)  loss_giou_dn_5: 0.4428 (0.4447)  loss_vfl: 0.6822 (0.6835)  loss_vfl_aux_0: 0.7823 (0.7905)  loss_vfl_aux_1: 0.7230 (0.7405)  loss_vfl_aux_2: 0.6997 (0.7104)  loss_vfl_aux_3: 0.6885 (0.6950)  loss_vfl_aux_4: 0.6911 (0.6873)  loss_vfl_aux_5: 0.7364 (0.7701)  loss_vfl_dn_0: 0.4579 (0.4558)  loss_vfl_dn_1: 0.3935 (0.3914)  loss_vfl_dn_2: 0.3737 (0.3756)  loss_vfl_dn_3: 0.3668 (0.3682)  loss_vfl_dn_4: 0.3629 (0.3655)  loss_vfl_dn_5: 0.3625 (0.3647)  time: 0.4786  data: 0.0138  max mem: 5654
Epoch: [37]  [4000/7393]  eta: 0:27:34  lr: 0.000010  loss: 16.3696 (16.1208)  loss_bbox: 0.1542 (0.1557)  loss_bbox_aux_0: 0.1551 (0.1686)  loss_bbox_aux_1: 0.1545 (0.1606)  loss_bbox_aux_2: 0.1559 (0.1579)  loss_bbox_aux_3: 0.1503 (0.1561)  loss_bbox_aux_4: 0.1590 (0.1557)  loss_bbox_aux_5: 0.2022 (0.2066)  loss_bbox_dn_0: 0.2492 (0.2739)  loss_bbox_dn_1: 0.1812 (0.2039)  loss_bbox_dn_2: 0.1700 (0.1831)  loss_bbox_dn_3: 0.1671 (0.1767)  loss_bbox_dn_4: 0.1653 (0.1753)  loss_bbox_dn_5: 0.1654 (0.1754)  loss_giou: 0.4827 (0.4818)  loss_giou_aux_0: 0.5120 (0.5061)  loss_giou_aux_1: 0.5069 (0.4916)  loss_giou_aux_2: 0.4984 (0.4865)  loss_giou_aux_3: 0.4853 (0.4831)  loss_giou_aux_4: 0.4835 (0.4820)  loss_giou_aux_5: 0.5745 (0.5729)  loss_giou_dn_0: 0.5965 (0.5919)  loss_giou_dn_1: 0.4995 (0.4852)  loss_giou_dn_2: 0.4579 (0.4552)  loss_giou_dn_3: 0.4474 (0.4469)  loss_giou_dn_4: 0.4432 (0.4448)  loss_giou_dn_5: 0.4433 (0.4450)  loss_vfl: 0.6556 (0.6834)  loss_vfl_aux_0: 0.7698 (0.7903)  loss_vfl_aux_1: 0.7173 (0.7404)  loss_vfl_aux_2: 0.7017 (0.7103)  loss_vfl_aux_3: 0.6729 (0.6950)  loss_vfl_aux_4: 0.6641 (0.6873)  loss_vfl_aux_5: 0.7478 (0.7700)  loss_vfl_dn_0: 0.4520 (0.4558)  loss_vfl_dn_1: 0.3912 (0.3914)  loss_vfl_dn_2: 0.3772 (0.3757)  loss_vfl_dn_3: 0.3680 (0.3682)  loss_vfl_dn_4: 0.3640 (0.3656)  loss_vfl_dn_5: 0.3644 (0.3648)  time: 0.4824  data: 0.0140  max mem: 5654
Epoch: [37]  [4100/7393]  eta: 0:26:49  lr: 0.000010  loss: 15.7508 (16.1177)  loss_bbox: 0.1489 (0.1557)  loss_bbox_aux_0: 0.1626 (0.1686)  loss_bbox_aux_1: 0.1571 (0.1606)  loss_bbox_aux_2: 0.1448 (0.1579)  loss_bbox_aux_3: 0.1494 (0.1561)  loss_bbox_aux_4: 0.1489 (0.1556)  loss_bbox_aux_5: 0.2020 (0.2066)  loss_bbox_dn_0: 0.2851 (0.2738)  loss_bbox_dn_1: 0.1996 (0.2039)  loss_bbox_dn_2: 0.1754 (0.1830)  loss_bbox_dn_3: 0.1801 (0.1767)  loss_bbox_dn_4: 0.1744 (0.1753)  loss_bbox_dn_5: 0.1744 (0.1753)  loss_giou: 0.4427 (0.4817)  loss_giou_aux_0: 0.4823 (0.5060)  loss_giou_aux_1: 0.4592 (0.4915)  loss_giou_aux_2: 0.4556 (0.4865)  loss_giou_aux_3: 0.4462 (0.4829)  loss_giou_aux_4: 0.4569 (0.4818)  loss_giou_aux_5: 0.5409 (0.5728)  loss_giou_dn_0: 0.5773 (0.5917)  loss_giou_dn_1: 0.4678 (0.4850)  loss_giou_dn_2: 0.4298 (0.4551)  loss_giou_dn_3: 0.4265 (0.4467)  loss_giou_dn_4: 0.4248 (0.4447)  loss_giou_dn_5: 0.4248 (0.4449)  loss_vfl: 0.7044 (0.6834)  loss_vfl_aux_0: 0.8170 (0.7902)  loss_vfl_aux_1: 0.7632 (0.7403)  loss_vfl_aux_2: 0.7315 (0.7101)  loss_vfl_aux_3: 0.7213 (0.6950)  loss_vfl_aux_4: 0.7137 (0.6873)  loss_vfl_aux_5: 0.8048 (0.7699)  loss_vfl_dn_0: 0.4521 (0.4557)  loss_vfl_dn_1: 0.3925 (0.3913)  loss_vfl_dn_2: 0.3758 (0.3756)  loss_vfl_dn_3: 0.3688 (0.3682)  loss_vfl_dn_4: 0.3655 (0.3655)  loss_vfl_dn_5: 0.3641 (0.3647)  time: 0.4783  data: 0.0138  max mem: 5654
Epoch: [37]  [4200/7393]  eta: 0:25:59  lr: 0.000010  loss: 16.3138 (16.1154)  loss_bbox: 0.1448 (0.1557)  loss_bbox_aux_0: 0.1558 (0.1687)  loss_bbox_aux_1: 0.1416 (0.1607)  loss_bbox_aux_2: 0.1439 (0.1580)  loss_bbox_aux_3: 0.1423 (0.1561)  loss_bbox_aux_4: 0.1436 (0.1556)  loss_bbox_aux_5: 0.1892 (0.2068)  loss_bbox_dn_0: 0.2566 (0.2740)  loss_bbox_dn_1: 0.1866 (0.2040)  loss_bbox_dn_2: 0.1735 (0.1832)  loss_bbox_dn_3: 0.1661 (0.1768)  loss_bbox_dn_4: 0.1641 (0.1754)  loss_bbox_dn_5: 0.1648 (0.1754)  loss_giou: 0.4553 (0.4812)  loss_giou_aux_0: 0.4665 (0.5056)  loss_giou_aux_1: 0.4588 (0.4911)  loss_giou_aux_2: 0.4515 (0.4860)  loss_giou_aux_3: 0.4534 (0.4825)  loss_giou_aux_4: 0.4531 (0.4814)  loss_giou_aux_5: 0.5438 (0.5724)  loss_giou_dn_0: 0.5945 (0.5914)  loss_giou_dn_1: 0.4923 (0.4848)  loss_giou_dn_2: 0.4597 (0.4549)  loss_giou_dn_3: 0.4516 (0.4465)  loss_giou_dn_4: 0.4472 (0.4445)  loss_giou_dn_5: 0.4471 (0.4447)  loss_vfl: 0.6657 (0.6836)  loss_vfl_aux_0: 0.7672 (0.7902)  loss_vfl_aux_1: 0.7244 (0.7405)  loss_vfl_aux_2: 0.6886 (0.7102)  loss_vfl_aux_3: 0.6707 (0.6951)  loss_vfl_aux_4: 0.6663 (0.6875)  loss_vfl_aux_5: 0.7371 (0.7698)  loss_vfl_dn_0: 0.4529 (0.4558)  loss_vfl_dn_1: 0.3925 (0.3913)  loss_vfl_dn_2: 0.3830 (0.3755)  loss_vfl_dn_3: 0.3721 (0.3681)  loss_vfl_dn_4: 0.3696 (0.3655)  loss_vfl_dn_5: 0.3684 (0.3647)  time: 0.4753  data: 0.0141  max mem: 5654
Epoch: [37]  [4300/7393]  eta: 0:25:10  lr: 0.000010  loss: 16.6182 (16.1173)  loss_bbox: 0.1500 (0.1558)  loss_bbox_aux_0: 0.1595 (0.1689)  loss_bbox_aux_1: 0.1552 (0.1608)  loss_bbox_aux_2: 0.1528 (0.1581)  loss_bbox_aux_3: 0.1518 (0.1563)  loss_bbox_aux_4: 0.1499 (0.1558)  loss_bbox_aux_5: 0.1968 (0.2070)  loss_bbox_dn_0: 0.2539 (0.2741)  loss_bbox_dn_1: 0.1846 (0.2040)  loss_bbox_dn_2: 0.1622 (0.1832)  loss_bbox_dn_3: 0.1560 (0.1768)  loss_bbox_dn_4: 0.1564 (0.1754)  loss_bbox_dn_5: 0.1564 (0.1754)  loss_giou: 0.5024 (0.4814)  loss_giou_aux_0: 0.5280 (0.5058)  loss_giou_aux_1: 0.5128 (0.4913)  loss_giou_aux_2: 0.5049 (0.4862)  loss_giou_aux_3: 0.4986 (0.4826)  loss_giou_aux_4: 0.5020 (0.4815)  loss_giou_aux_5: 0.5909 (0.5726)  loss_giou_dn_0: 0.5970 (0.5914)  loss_giou_dn_1: 0.5072 (0.4848)  loss_giou_dn_2: 0.4776 (0.4548)  loss_giou_dn_3: 0.4673 (0.4465)  loss_giou_dn_4: 0.4645 (0.4445)  loss_giou_dn_5: 0.4646 (0.4446)  loss_vfl: 0.6974 (0.6834)  loss_vfl_aux_0: 0.7966 (0.7902)  loss_vfl_aux_1: 0.7534 (0.7406)  loss_vfl_aux_2: 0.7258 (0.7101)  loss_vfl_aux_3: 0.7163 (0.6950)  loss_vfl_aux_4: 0.7072 (0.6873)  loss_vfl_aux_5: 0.7732 (0.7697)  loss_vfl_dn_0: 0.4602 (0.4558)  loss_vfl_dn_1: 0.3974 (0.3913)  loss_vfl_dn_2: 0.3854 (0.3756)  loss_vfl_dn_3: 0.3810 (0.3682)  loss_vfl_dn_4: 0.3793 (0.3656)  loss_vfl_dn_5: 0.3780 (0.3647)  time: 0.4930  data: 0.0137  max mem: 5654
Epoch: [37]  [4400/7393]  eta: 0:24:20  lr: 0.000010  loss: 15.9857 (16.1199)  loss_bbox: 0.1406 (0.1558)  loss_bbox_aux_0: 0.1616 (0.1689)  loss_bbox_aux_1: 0.1513 (0.1608)  loss_bbox_aux_2: 0.1431 (0.1581)  loss_bbox_aux_3: 0.1441 (0.1563)  loss_bbox_aux_4: 0.1415 (0.1558)  loss_bbox_aux_5: 0.1920 (0.2070)  loss_bbox_dn_0: 0.2282 (0.2742)  loss_bbox_dn_1: 0.1736 (0.2042)  loss_bbox_dn_2: 0.1531 (0.1833)  loss_bbox_dn_3: 0.1485 (0.1769)  loss_bbox_dn_4: 0.1465 (0.1755)  loss_bbox_dn_5: 0.1465 (0.1755)  loss_giou: 0.4670 (0.4813)  loss_giou_aux_0: 0.4872 (0.5057)  loss_giou_aux_1: 0.4794 (0.4912)  loss_giou_aux_2: 0.4731 (0.4860)  loss_giou_aux_3: 0.4668 (0.4825)  loss_giou_aux_4: 0.4673 (0.4814)  loss_giou_aux_5: 0.5709 (0.5724)  loss_giou_dn_0: 0.5844 (0.5914)  loss_giou_dn_1: 0.4872 (0.4848)  loss_giou_dn_2: 0.4590 (0.4549)  loss_giou_dn_3: 0.4445 (0.4465)  loss_giou_dn_4: 0.4436 (0.4445)  loss_giou_dn_5: 0.4437 (0.4447)  loss_vfl: 0.6840 (0.6839)  loss_vfl_aux_0: 0.7984 (0.7905)  loss_vfl_aux_1: 0.7477 (0.7409)  loss_vfl_aux_2: 0.7182 (0.7106)  loss_vfl_aux_3: 0.6983 (0.6954)  loss_vfl_aux_4: 0.6890 (0.6878)  loss_vfl_aux_5: 0.8021 (0.7700)  loss_vfl_dn_0: 0.4588 (0.4558)  loss_vfl_dn_1: 0.3936 (0.3914)  loss_vfl_dn_2: 0.3773 (0.3756)  loss_vfl_dn_3: 0.3723 (0.3682)  loss_vfl_dn_4: 0.3696 (0.3656)  loss_vfl_dn_5: 0.3705 (0.3648)  time: 0.4733  data: 0.0137  max mem: 5654
Epoch: [37]  [4500/7393]  eta: 0:23:31  lr: 0.000010  loss: 16.1906 (16.1209)  loss_bbox: 0.1628 (0.1558)  loss_bbox_aux_0: 0.1637 (0.1689)  loss_bbox_aux_1: 0.1610 (0.1608)  loss_bbox_aux_2: 0.1578 (0.1581)  loss_bbox_aux_3: 0.1554 (0.1562)  loss_bbox_aux_4: 0.1631 (0.1557)  loss_bbox_aux_5: 0.1933 (0.2069)  loss_bbox_dn_0: 0.2556 (0.2740)  loss_bbox_dn_1: 0.1875 (0.2040)  loss_bbox_dn_2: 0.1688 (0.1832)  loss_bbox_dn_3: 0.1663 (0.1768)  loss_bbox_dn_4: 0.1673 (0.1754)  loss_bbox_dn_5: 0.1675 (0.1754)  loss_giou: 0.4638 (0.4815)  loss_giou_aux_0: 0.4811 (0.5060)  loss_giou_aux_1: 0.4669 (0.4914)  loss_giou_aux_2: 0.4588 (0.4863)  loss_giou_aux_3: 0.4541 (0.4828)  loss_giou_aux_4: 0.4637 (0.4817)  loss_giou_aux_5: 0.5358 (0.5726)  loss_giou_dn_0: 0.5703 (0.5915)  loss_giou_dn_1: 0.4629 (0.4849)  loss_giou_dn_2: 0.4348 (0.4550)  loss_giou_dn_3: 0.4276 (0.4467)  loss_giou_dn_4: 0.4249 (0.4447)  loss_giou_dn_5: 0.4254 (0.4448)  loss_vfl: 0.6862 (0.6839)  loss_vfl_aux_0: 0.7829 (0.7902)  loss_vfl_aux_1: 0.7514 (0.7408)  loss_vfl_aux_2: 0.7354 (0.7106)  loss_vfl_aux_3: 0.7059 (0.6954)  loss_vfl_aux_4: 0.6953 (0.6878)  loss_vfl_aux_5: 0.7764 (0.7699)  loss_vfl_dn_0: 0.4521 (0.4558)  loss_vfl_dn_1: 0.3878 (0.3914)  loss_vfl_dn_2: 0.3756 (0.3756)  loss_vfl_dn_3: 0.3688 (0.3682)  loss_vfl_dn_4: 0.3676 (0.3656)  loss_vfl_dn_5: 0.3669 (0.3647)  time: 0.4687  data: 0.0138  max mem: 5654
Epoch: [37]  [4600/7393]  eta: 0:22:41  lr: 0.000010  loss: 15.8304 (16.1202)  loss_bbox: 0.1609 (0.1559)  loss_bbox_aux_0: 0.1766 (0.1690)  loss_bbox_aux_1: 0.1727 (0.1609)  loss_bbox_aux_2: 0.1589 (0.1582)  loss_bbox_aux_3: 0.1622 (0.1564)  loss_bbox_aux_4: 0.1649 (0.1558)  loss_bbox_aux_5: 0.2079 (0.2071)  loss_bbox_dn_0: 0.3004 (0.2743)  loss_bbox_dn_1: 0.2158 (0.2042)  loss_bbox_dn_2: 0.1901 (0.1833)  loss_bbox_dn_3: 0.1879 (0.1770)  loss_bbox_dn_4: 0.1892 (0.1756)  loss_bbox_dn_5: 0.1892 (0.1756)  loss_giou: 0.4495 (0.4813)  loss_giou_aux_0: 0.4971 (0.5059)  loss_giou_aux_1: 0.4538 (0.4912)  loss_giou_aux_2: 0.4463 (0.4860)  loss_giou_aux_3: 0.4523 (0.4826)  loss_giou_aux_4: 0.4628 (0.4815)  loss_giou_aux_5: 0.5464 (0.5725)  loss_giou_dn_0: 0.5828 (0.5913)  loss_giou_dn_1: 0.4667 (0.4847)  loss_giou_dn_2: 0.4378 (0.4548)  loss_giou_dn_3: 0.4260 (0.4465)  loss_giou_dn_4: 0.4206 (0.4444)  loss_giou_dn_5: 0.4206 (0.4446)  loss_vfl: 0.6732 (0.6839)  loss_vfl_aux_0: 0.7862 (0.7902)  loss_vfl_aux_1: 0.7153 (0.7410)  loss_vfl_aux_2: 0.7004 (0.7106)  loss_vfl_aux_3: 0.6717 (0.6953)  loss_vfl_aux_4: 0.6800 (0.6877)  loss_vfl_aux_5: 0.7619 (0.7699)  loss_vfl_dn_0: 0.4512 (0.4558)  loss_vfl_dn_1: 0.3942 (0.3914)  loss_vfl_dn_2: 0.3787 (0.3756)  loss_vfl_dn_3: 0.3709 (0.3682)  loss_vfl_dn_4: 0.3668 (0.3656)  loss_vfl_dn_5: 0.3698 (0.3647)  time: 0.4887  data: 0.0137  max mem: 5654
Epoch: [37]  [4700/7393]  eta: 0:21:52  lr: 0.000010  loss: 15.9769 (16.1137)  loss_bbox: 0.1467 (0.1558)  loss_bbox_aux_0: 0.1490 (0.1690)  loss_bbox_aux_1: 0.1474 (0.1608)  loss_bbox_aux_2: 0.1452 (0.1581)  loss_bbox_aux_3: 0.1456 (0.1563)  loss_bbox_aux_4: 0.1477 (0.1557)  loss_bbox_aux_5: 0.1834 (0.2070)  loss_bbox_dn_0: 0.2662 (0.2742)  loss_bbox_dn_1: 0.1913 (0.2041)  loss_bbox_dn_2: 0.1826 (0.1832)  loss_bbox_dn_3: 0.1840 (0.1768)  loss_bbox_dn_4: 0.1847 (0.1754)  loss_bbox_dn_5: 0.1846 (0.1754)  loss_giou: 0.4282 (0.4810)  loss_giou_aux_0: 0.4663 (0.5057)  loss_giou_aux_1: 0.4291 (0.4909)  loss_giou_aux_2: 0.4247 (0.4857)  loss_giou_aux_3: 0.4383 (0.4823)  loss_giou_aux_4: 0.4255 (0.4812)  loss_giou_aux_5: 0.5377 (0.5722)  loss_giou_dn_0: 0.5546 (0.5910)  loss_giou_dn_1: 0.4446 (0.4844)  loss_giou_dn_2: 0.4112 (0.4545)  loss_giou_dn_3: 0.4081 (0.4461)  loss_giou_dn_4: 0.4081 (0.4441)  loss_giou_dn_5: 0.4086 (0.4443)  loss_vfl: 0.6801 (0.6837)  loss_vfl_aux_0: 0.7611 (0.7901)  loss_vfl_aux_1: 0.7225 (0.7408)  loss_vfl_aux_2: 0.6902 (0.7104)  loss_vfl_aux_3: 0.6752 (0.6951)  loss_vfl_aux_4: 0.6746 (0.6876)  loss_vfl_aux_5: 0.7566 (0.7699)  loss_vfl_dn_0: 0.4546 (0.4558)  loss_vfl_dn_1: 0.3910 (0.3914)  loss_vfl_dn_2: 0.3799 (0.3756)  loss_vfl_dn_3: 0.3711 (0.3681)  loss_vfl_dn_4: 0.3690 (0.3655)  loss_vfl_dn_5: 0.3698 (0.3647)  time: 0.4653  data: 0.0140  max mem: 5654
Epoch: [37]  [4800/7393]  eta: 0:21:02  lr: 0.000010  loss: 16.0858 (16.1077)  loss_bbox: 0.1426 (0.1557)  loss_bbox_aux_0: 0.1592 (0.1689)  loss_bbox_aux_1: 0.1474 (0.1607)  loss_bbox_aux_2: 0.1441 (0.1580)  loss_bbox_aux_3: 0.1428 (0.1562)  loss_bbox_aux_4: 0.1424 (0.1557)  loss_bbox_aux_5: 0.1889 (0.2070)  loss_bbox_dn_0: 0.2400 (0.2743)  loss_bbox_dn_1: 0.1748 (0.2041)  loss_bbox_dn_2: 0.1655 (0.1832)  loss_bbox_dn_3: 0.1639 (0.1769)  loss_bbox_dn_4: 0.1618 (0.1755)  loss_bbox_dn_5: 0.1618 (0.1755)  loss_giou: 0.4980 (0.4805)  loss_giou_aux_0: 0.5017 (0.5052)  loss_giou_aux_1: 0.5007 (0.4904)  loss_giou_aux_2: 0.4964 (0.4852)  loss_giou_aux_3: 0.4902 (0.4818)  loss_giou_aux_4: 0.4988 (0.4806)  loss_giou_aux_5: 0.5754 (0.5717)  loss_giou_dn_0: 0.5806 (0.5907)  loss_giou_dn_1: 0.4831 (0.4840)  loss_giou_dn_2: 0.4547 (0.4541)  loss_giou_dn_3: 0.4482 (0.4458)  loss_giou_dn_4: 0.4496 (0.4438)  loss_giou_dn_5: 0.4496 (0.4439)  loss_vfl: 0.6644 (0.6838)  loss_vfl_aux_0: 0.7657 (0.7901)  loss_vfl_aux_1: 0.7175 (0.7409)  loss_vfl_aux_2: 0.6754 (0.7105)  loss_vfl_aux_3: 0.6663 (0.6952)  loss_vfl_aux_4: 0.6636 (0.6876)  loss_vfl_aux_5: 0.7382 (0.7699)  loss_vfl_dn_0: 0.4520 (0.4557)  loss_vfl_dn_1: 0.3815 (0.3912)  loss_vfl_dn_2: 0.3703 (0.3755)  loss_vfl_dn_3: 0.3634 (0.3680)  loss_vfl_dn_4: 0.3605 (0.3654)  loss_vfl_dn_5: 0.3602 (0.3646)  time: 0.4829  data: 0.0135  max mem: 5654
Epoch: [37]  [4900/7393]  eta: 0:20:13  lr: 0.000010  loss: 16.0868 (16.1057)  loss_bbox: 0.1337 (0.1556)  loss_bbox_aux_0: 0.1457 (0.1689)  loss_bbox_aux_1: 0.1370 (0.1606)  loss_bbox_aux_2: 0.1308 (0.1579)  loss_bbox_aux_3: 0.1343 (0.1561)  loss_bbox_aux_4: 0.1361 (0.1556)  loss_bbox_aux_5: 0.1712 (0.2069)  loss_bbox_dn_0: 0.2427 (0.2742)  loss_bbox_dn_1: 0.1818 (0.2040)  loss_bbox_dn_2: 0.1647 (0.1831)  loss_bbox_dn_3: 0.1630 (0.1768)  loss_bbox_dn_4: 0.1612 (0.1754)  loss_bbox_dn_5: 0.1612 (0.1754)  loss_giou: 0.5020 (0.4805)  loss_giou_aux_0: 0.5282 (0.5052)  loss_giou_aux_1: 0.5139 (0.4904)  loss_giou_aux_2: 0.5032 (0.4852)  loss_giou_aux_3: 0.5064 (0.4818)  loss_giou_aux_4: 0.5068 (0.4806)  loss_giou_aux_5: 0.5875 (0.5717)  loss_giou_dn_0: 0.6265 (0.5907)  loss_giou_dn_1: 0.5178 (0.4840)  loss_giou_dn_2: 0.4827 (0.4541)  loss_giou_dn_3: 0.4742 (0.4458)  loss_giou_dn_4: 0.4715 (0.4437)  loss_giou_dn_5: 0.4716 (0.4439)  loss_vfl: 0.6792 (0.6837)  loss_vfl_aux_0: 0.7845 (0.7899)  loss_vfl_aux_1: 0.7395 (0.7407)  loss_vfl_aux_2: 0.6964 (0.7104)  loss_vfl_aux_3: 0.6806 (0.6951)  loss_vfl_aux_4: 0.6796 (0.6875)  loss_vfl_aux_5: 0.7580 (0.7699)  loss_vfl_dn_0: 0.4548 (0.4557)  loss_vfl_dn_1: 0.3877 (0.3912)  loss_vfl_dn_2: 0.3784 (0.3755)  loss_vfl_dn_3: 0.3717 (0.3680)  loss_vfl_dn_4: 0.3689 (0.3654)  loss_vfl_dn_5: 0.3668 (0.3645)  time: 0.4694  data: 0.0135  max mem: 5654
Epoch: [37]  [5000/7393]  eta: 0:19:24  lr: 0.000010  loss: 15.9164 (16.1062)  loss_bbox: 0.1479 (0.1557)  loss_bbox_aux_0: 0.1595 (0.1689)  loss_bbox_aux_1: 0.1523 (0.1606)  loss_bbox_aux_2: 0.1503 (0.1579)  loss_bbox_aux_3: 0.1492 (0.1561)  loss_bbox_aux_4: 0.1482 (0.1556)  loss_bbox_aux_5: 0.1844 (0.2069)  loss_bbox_dn_0: 0.2560 (0.2741)  loss_bbox_dn_1: 0.1846 (0.2040)  loss_bbox_dn_2: 0.1629 (0.1831)  loss_bbox_dn_3: 0.1541 (0.1768)  loss_bbox_dn_4: 0.1521 (0.1754)  loss_bbox_dn_5: 0.1521 (0.1754)  loss_giou: 0.4581 (0.4804)  loss_giou_aux_0: 0.4854 (0.5053)  loss_giou_aux_1: 0.4795 (0.4904)  loss_giou_aux_2: 0.4740 (0.4852)  loss_giou_aux_3: 0.4600 (0.4817)  loss_giou_aux_4: 0.4572 (0.4805)  loss_giou_aux_5: 0.5504 (0.5717)  loss_giou_dn_0: 0.5744 (0.5907)  loss_giou_dn_1: 0.4692 (0.4840)  loss_giou_dn_2: 0.4386 (0.4541)  loss_giou_dn_3: 0.4335 (0.4457)  loss_giou_dn_4: 0.4304 (0.4437)  loss_giou_dn_5: 0.4306 (0.4439)  loss_vfl: 0.6889 (0.6839)  loss_vfl_aux_0: 0.8022 (0.7898)  loss_vfl_aux_1: 0.7476 (0.7407)  loss_vfl_aux_2: 0.7200 (0.7105)  loss_vfl_aux_3: 0.7078 (0.6952)  loss_vfl_aux_4: 0.7003 (0.6877)  loss_vfl_aux_5: 0.7908 (0.7699)  loss_vfl_dn_0: 0.4631 (0.4558)  loss_vfl_dn_1: 0.3964 (0.3913)  loss_vfl_dn_2: 0.3822 (0.3755)  loss_vfl_dn_3: 0.3739 (0.3681)  loss_vfl_dn_4: 0.3714 (0.3654)  loss_vfl_dn_5: 0.3712 (0.3646)  time: 0.4700  data: 0.0135  max mem: 5654
Epoch: [37]  [5100/7393]  eta: 0:18:34  lr: 0.000010  loss: 16.0938 (16.1067)  loss_bbox: 0.1389 (0.1557)  loss_bbox_aux_0: 0.1476 (0.1690)  loss_bbox_aux_1: 0.1402 (0.1606)  loss_bbox_aux_2: 0.1410 (0.1579)  loss_bbox_aux_3: 0.1423 (0.1561)  loss_bbox_aux_4: 0.1393 (0.1556)  loss_bbox_aux_5: 0.1784 (0.2069)  loss_bbox_dn_0: 0.2583 (0.2742)  loss_bbox_dn_1: 0.1881 (0.2041)  loss_bbox_dn_2: 0.1661 (0.1832)  loss_bbox_dn_3: 0.1587 (0.1768)  loss_bbox_dn_4: 0.1578 (0.1754)  loss_bbox_dn_5: 0.1580 (0.1754)  loss_giou: 0.4525 (0.4804)  loss_giou_aux_0: 0.4568 (0.5053)  loss_giou_aux_1: 0.4543 (0.4904)  loss_giou_aux_2: 0.4433 (0.4852)  loss_giou_aux_3: 0.4495 (0.4817)  loss_giou_aux_4: 0.4508 (0.4805)  loss_giou_aux_5: 0.5197 (0.5716)  loss_giou_dn_0: 0.5648 (0.5906)  loss_giou_dn_1: 0.4664 (0.4839)  loss_giou_dn_2: 0.4298 (0.4540)  loss_giou_dn_3: 0.4154 (0.4457)  loss_giou_dn_4: 0.4136 (0.4437)  loss_giou_dn_5: 0.4140 (0.4438)  loss_vfl: 0.7334 (0.6839)  loss_vfl_aux_0: 0.8267 (0.7898)  loss_vfl_aux_1: 0.7817 (0.7408)  loss_vfl_aux_2: 0.7730 (0.7106)  loss_vfl_aux_3: 0.7501 (0.6953)  loss_vfl_aux_4: 0.7398 (0.6877)  loss_vfl_aux_5: 0.8037 (0.7699)  loss_vfl_dn_0: 0.4570 (0.4558)  loss_vfl_dn_1: 0.3929 (0.3913)  loss_vfl_dn_2: 0.3787 (0.3755)  loss_vfl_dn_3: 0.3700 (0.3681)  loss_vfl_dn_4: 0.3710 (0.3654)  loss_vfl_dn_5: 0.3686 (0.3646)  time: 0.4650  data: 0.0132  max mem: 5654
Epoch: [37]  [5200/7393]  eta: 0:17:45  lr: 0.000010  loss: 16.4198 (16.1129)  loss_bbox: 0.1647 (0.1558)  loss_bbox_aux_0: 0.1735 (0.1690)  loss_bbox_aux_1: 0.1728 (0.1607)  loss_bbox_aux_2: 0.1609 (0.1580)  loss_bbox_aux_3: 0.1668 (0.1562)  loss_bbox_aux_4: 0.1604 (0.1557)  loss_bbox_aux_5: 0.2058 (0.2069)  loss_bbox_dn_0: 0.2754 (0.2742)  loss_bbox_dn_1: 0.1977 (0.2041)  loss_bbox_dn_2: 0.1711 (0.1833)  loss_bbox_dn_3: 0.1654 (0.1769)  loss_bbox_dn_4: 0.1632 (0.1755)  loss_bbox_dn_5: 0.1632 (0.1755)  loss_giou: 0.4993 (0.4807)  loss_giou_aux_0: 0.5046 (0.5056)  loss_giou_aux_1: 0.5092 (0.4908)  loss_giou_aux_2: 0.4913 (0.4854)  loss_giou_aux_3: 0.4986 (0.4820)  loss_giou_aux_4: 0.4992 (0.4809)  loss_giou_aux_5: 0.5832 (0.5719)  loss_giou_dn_0: 0.5795 (0.5908)  loss_giou_dn_1: 0.4772 (0.4842)  loss_giou_dn_2: 0.4394 (0.4543)  loss_giou_dn_3: 0.4299 (0.4459)  loss_giou_dn_4: 0.4263 (0.4439)  loss_giou_dn_5: 0.4264 (0.4441)  loss_vfl: 0.7358 (0.6841)  loss_vfl_aux_0: 0.8148 (0.7901)  loss_vfl_aux_1: 0.7634 (0.7410)  loss_vfl_aux_2: 0.7695 (0.7109)  loss_vfl_aux_3: 0.7473 (0.6955)  loss_vfl_aux_4: 0.7258 (0.6878)  loss_vfl_aux_5: 0.7765 (0.7701)  loss_vfl_dn_0: 0.4564 (0.4559)  loss_vfl_dn_1: 0.3893 (0.3913)  loss_vfl_dn_2: 0.3728 (0.3756)  loss_vfl_dn_3: 0.3706 (0.3681)  loss_vfl_dn_4: 0.3676 (0.3655)  loss_vfl_dn_5: 0.3664 (0.3647)  time: 0.4650  data: 0.0135  max mem: 5654
Epoch: [37]  [5300/7393]  eta: 0:16:56  lr: 0.000010  loss: 15.7902 (16.1114)  loss_bbox: 0.1407 (0.1556)  loss_bbox_aux_0: 0.1640 (0.1689)  loss_bbox_aux_1: 0.1458 (0.1606)  loss_bbox_aux_2: 0.1404 (0.1579)  loss_bbox_aux_3: 0.1388 (0.1561)  loss_bbox_aux_4: 0.1409 (0.1556)  loss_bbox_aux_5: 0.1989 (0.2069)  loss_bbox_dn_0: 0.2478 (0.2743)  loss_bbox_dn_1: 0.1792 (0.2041)  loss_bbox_dn_2: 0.1595 (0.1832)  loss_bbox_dn_3: 0.1532 (0.1768)  loss_bbox_dn_4: 0.1540 (0.1755)  loss_bbox_dn_5: 0.1541 (0.1755)  loss_giou: 0.4548 (0.4806)  loss_giou_aux_0: 0.4775 (0.5055)  loss_giou_aux_1: 0.4631 (0.4906)  loss_giou_aux_2: 0.4509 (0.4853)  loss_giou_aux_3: 0.4560 (0.4819)  loss_giou_aux_4: 0.4548 (0.4808)  loss_giou_aux_5: 0.5385 (0.5718)  loss_giou_dn_0: 0.5922 (0.5909)  loss_giou_dn_1: 0.4825 (0.4842)  loss_giou_dn_2: 0.4473 (0.4543)  loss_giou_dn_3: 0.4474 (0.4459)  loss_giou_dn_4: 0.4473 (0.4439)  loss_giou_dn_5: 0.4478 (0.4441)  loss_vfl: 0.6705 (0.6841)  loss_vfl_aux_0: 0.7644 (0.7901)  loss_vfl_aux_1: 0.7032 (0.7410)  loss_vfl_aux_2: 0.6965 (0.7109)  loss_vfl_aux_3: 0.6812 (0.6954)  loss_vfl_aux_4: 0.6727 (0.6878)  loss_vfl_aux_5: 0.7806 (0.7703)  loss_vfl_dn_0: 0.4511 (0.4559)  loss_vfl_dn_1: 0.3906 (0.3913)  loss_vfl_dn_2: 0.3758 (0.3756)  loss_vfl_dn_3: 0.3622 (0.3681)  loss_vfl_dn_4: 0.3602 (0.3655)  loss_vfl_dn_5: 0.3600 (0.3647)  time: 0.4738  data: 0.0132  max mem: 5654
Epoch: [37]  [5400/7393]  eta: 0:16:07  lr: 0.000010  loss: 15.7631 (16.1077)  loss_bbox: 0.1550 (0.1558)  loss_bbox_aux_0: 0.1598 (0.1690)  loss_bbox_aux_1: 0.1595 (0.1607)  loss_bbox_aux_2: 0.1542 (0.1580)  loss_bbox_aux_3: 0.1560 (0.1562)  loss_bbox_aux_4: 0.1549 (0.1558)  loss_bbox_aux_5: 0.1894 (0.2069)  loss_bbox_dn_0: 0.2732 (0.2745)  loss_bbox_dn_1: 0.1987 (0.2042)  loss_bbox_dn_2: 0.1735 (0.1833)  loss_bbox_dn_3: 0.1682 (0.1770)  loss_bbox_dn_4: 0.1671 (0.1756)  loss_bbox_dn_5: 0.1670 (0.1756)  loss_giou: 0.3973 (0.4803)  loss_giou_aux_0: 0.4342 (0.5051)  loss_giou_aux_1: 0.4188 (0.4902)  loss_giou_aux_2: 0.4045 (0.4849)  loss_giou_aux_3: 0.3974 (0.4815)  loss_giou_aux_4: 0.3960 (0.4804)  loss_giou_aux_5: 0.4938 (0.5713)  loss_giou_dn_0: 0.5300 (0.5906)  loss_giou_dn_1: 0.4243 (0.4839)  loss_giou_dn_2: 0.3957 (0.4540)  loss_giou_dn_3: 0.3841 (0.4457)  loss_giou_dn_4: 0.3836 (0.4436)  loss_giou_dn_5: 0.3836 (0.4438)  loss_vfl: 0.6869 (0.6840)  loss_vfl_aux_0: 0.8043 (0.7901)  loss_vfl_aux_1: 0.7504 (0.7409)  loss_vfl_aux_2: 0.7273 (0.7108)  loss_vfl_aux_3: 0.7059 (0.6953)  loss_vfl_aux_4: 0.6852 (0.6876)  loss_vfl_aux_5: 0.7898 (0.7705)  loss_vfl_dn_0: 0.4614 (0.4559)  loss_vfl_dn_1: 0.3896 (0.3913)  loss_vfl_dn_2: 0.3680 (0.3755)  loss_vfl_dn_3: 0.3569 (0.3680)  loss_vfl_dn_4: 0.3563 (0.3654)  loss_vfl_dn_5: 0.3535 (0.3646)  time: 0.4759  data: 0.0142  max mem: 5654
Epoch: [37]  [5500/7393]  eta: 0:15:20  lr: 0.000010  loss: 15.7793 (16.1058)  loss_bbox: 0.1531 (0.1557)  loss_bbox_aux_0: 0.1555 (0.1689)  loss_bbox_aux_1: 0.1603 (0.1606)  loss_bbox_aux_2: 0.1594 (0.1579)  loss_bbox_aux_3: 0.1551 (0.1562)  loss_bbox_aux_4: 0.1541 (0.1557)  loss_bbox_aux_5: 0.2065 (0.2068)  loss_bbox_dn_0: 0.2875 (0.2744)  loss_bbox_dn_1: 0.2140 (0.2042)  loss_bbox_dn_2: 0.1866 (0.1833)  loss_bbox_dn_3: 0.1841 (0.1769)  loss_bbox_dn_4: 0.1819 (0.1755)  loss_bbox_dn_5: 0.1815 (0.1755)  loss_giou: 0.4193 (0.4801)  loss_giou_aux_0: 0.4453 (0.5049)  loss_giou_aux_1: 0.4236 (0.4900)  loss_giou_aux_2: 0.4236 (0.4847)  loss_giou_aux_3: 0.4195 (0.4813)  loss_giou_aux_4: 0.4172 (0.4802)  loss_giou_aux_5: 0.5129 (0.5711)  loss_giou_dn_0: 0.5546 (0.5905)  loss_giou_dn_1: 0.4547 (0.4838)  loss_giou_dn_2: 0.4187 (0.4539)  loss_giou_dn_3: 0.4048 (0.4456)  loss_giou_dn_4: 0.4022 (0.4435)  loss_giou_dn_5: 0.4023 (0.4437)  loss_vfl: 0.7130 (0.6841)  loss_vfl_aux_0: 0.8326 (0.7903)  loss_vfl_aux_1: 0.7780 (0.7411)  loss_vfl_aux_2: 0.7469 (0.7111)  loss_vfl_aux_3: 0.7245 (0.6955)  loss_vfl_aux_4: 0.7109 (0.6878)  loss_vfl_aux_5: 0.8198 (0.7706)  loss_vfl_dn_0: 0.4596 (0.4559)  loss_vfl_dn_1: 0.3854 (0.3913)  loss_vfl_dn_2: 0.3778 (0.3755)  loss_vfl_dn_3: 0.3686 (0.3680)  loss_vfl_dn_4: 0.3641 (0.3654)  loss_vfl_dn_5: 0.3625 (0.3646)  time: 0.4737  data: 0.0135  max mem: 5654
Epoch: [37]  [5600/7393]  eta: 0:14:31  lr: 0.000010  loss: 16.1688 (16.1071)  loss_bbox: 0.1436 (0.1557)  loss_bbox_aux_0: 0.1616 (0.1689)  loss_bbox_aux_1: 0.1478 (0.1606)  loss_bbox_aux_2: 0.1472 (0.1579)  loss_bbox_aux_3: 0.1421 (0.1562)  loss_bbox_aux_4: 0.1420 (0.1557)  loss_bbox_aux_5: 0.1882 (0.2068)  loss_bbox_dn_0: 0.2602 (0.2744)  loss_bbox_dn_1: 0.1831 (0.2042)  loss_bbox_dn_2: 0.1628 (0.1833)  loss_bbox_dn_3: 0.1560 (0.1769)  loss_bbox_dn_4: 0.1543 (0.1755)  loss_bbox_dn_5: 0.1544 (0.1755)  loss_giou: 0.4654 (0.4801)  loss_giou_aux_0: 0.5024 (0.5048)  loss_giou_aux_1: 0.4730 (0.4900)  loss_giou_aux_2: 0.4646 (0.4847)  loss_giou_aux_3: 0.4624 (0.4813)  loss_giou_aux_4: 0.4645 (0.4802)  loss_giou_aux_5: 0.5717 (0.5711)  loss_giou_dn_0: 0.5887 (0.5905)  loss_giou_dn_1: 0.4821 (0.4838)  loss_giou_dn_2: 0.4519 (0.4539)  loss_giou_dn_3: 0.4469 (0.4456)  loss_giou_dn_4: 0.4434 (0.4436)  loss_giou_dn_5: 0.4445 (0.4437)  loss_vfl: 0.6631 (0.6841)  loss_vfl_aux_0: 0.7878 (0.7904)  loss_vfl_aux_1: 0.7247 (0.7413)  loss_vfl_aux_2: 0.6768 (0.7111)  loss_vfl_aux_3: 0.6642 (0.6955)  loss_vfl_aux_4: 0.6698 (0.6878)  loss_vfl_aux_5: 0.7578 (0.7708)  loss_vfl_dn_0: 0.4548 (0.4559)  loss_vfl_dn_1: 0.3884 (0.3913)  loss_vfl_dn_2: 0.3746 (0.3755)  loss_vfl_dn_3: 0.3673 (0.3680)  loss_vfl_dn_4: 0.3674 (0.3654)  loss_vfl_dn_5: 0.3641 (0.3646)  time: 0.4624  data: 0.0145  max mem: 5654
Epoch: [37]  [5700/7393]  eta: 0:13:42  lr: 0.000010  loss: 16.1369 (16.1033)  loss_bbox: 0.1398 (0.1558)  loss_bbox_aux_0: 0.1465 (0.1690)  loss_bbox_aux_1: 0.1425 (0.1607)  loss_bbox_aux_2: 0.1439 (0.1580)  loss_bbox_aux_3: 0.1397 (0.1563)  loss_bbox_aux_4: 0.1425 (0.1558)  loss_bbox_aux_5: 0.1809 (0.2069)  loss_bbox_dn_0: 0.2350 (0.2745)  loss_bbox_dn_1: 0.1766 (0.2043)  loss_bbox_dn_2: 0.1606 (0.1834)  loss_bbox_dn_3: 0.1521 (0.1770)  loss_bbox_dn_4: 0.1510 (0.1756)  loss_bbox_dn_5: 0.1510 (0.1756)  loss_giou: 0.4885 (0.4799)  loss_giou_aux_0: 0.5003 (0.5046)  loss_giou_aux_1: 0.4907 (0.4898)  loss_giou_aux_2: 0.4943 (0.4845)  loss_giou_aux_3: 0.4818 (0.4812)  loss_giou_aux_4: 0.4789 (0.4801)  loss_giou_aux_5: 0.5649 (0.5709)  loss_giou_dn_0: 0.5920 (0.5903)  loss_giou_dn_1: 0.5060 (0.4837)  loss_giou_dn_2: 0.4811 (0.4538)  loss_giou_dn_3: 0.4673 (0.4454)  loss_giou_dn_4: 0.4652 (0.4434)  loss_giou_dn_5: 0.4655 (0.4436)  loss_vfl: 0.6597 (0.6838)  loss_vfl_aux_0: 0.7663 (0.7901)  loss_vfl_aux_1: 0.7342 (0.7410)  loss_vfl_aux_2: 0.6973 (0.7108)  loss_vfl_aux_3: 0.6711 (0.6952)  loss_vfl_aux_4: 0.6745 (0.6875)  loss_vfl_aux_5: 0.7367 (0.7705)  loss_vfl_dn_0: 0.4479 (0.4558)  loss_vfl_dn_1: 0.3871 (0.3913)  loss_vfl_dn_2: 0.3694 (0.3755)  loss_vfl_dn_3: 0.3649 (0.3680)  loss_vfl_dn_4: 0.3590 (0.3654)  loss_vfl_dn_5: 0.3578 (0.3646)  time: 0.4737  data: 0.0141  max mem: 5654
Epoch: [37]  [5800/7393]  eta: 0:12:53  lr: 0.000010  loss: 16.7039 (16.1056)  loss_bbox: 0.1688 (0.1558)  loss_bbox_aux_0: 0.1687 (0.1690)  loss_bbox_aux_1: 0.1634 (0.1607)  loss_bbox_aux_2: 0.1755 (0.1580)  loss_bbox_aux_3: 0.1705 (0.1563)  loss_bbox_aux_4: 0.1684 (0.1558)  loss_bbox_aux_5: 0.2068 (0.2069)  loss_bbox_dn_0: 0.2599 (0.2744)  loss_bbox_dn_1: 0.1925 (0.2042)  loss_bbox_dn_2: 0.1855 (0.1833)  loss_bbox_dn_3: 0.1795 (0.1769)  loss_bbox_dn_4: 0.1762 (0.1755)  loss_bbox_dn_5: 0.1762 (0.1755)  loss_giou: 0.4825 (0.4801)  loss_giou_aux_0: 0.5067 (0.5048)  loss_giou_aux_1: 0.4972 (0.4900)  loss_giou_aux_2: 0.4875 (0.4847)  loss_giou_aux_3: 0.4875 (0.4814)  loss_giou_aux_4: 0.4808 (0.4802)  loss_giou_aux_5: 0.5621 (0.5711)  loss_giou_dn_0: 0.6104 (0.5903)  loss_giou_dn_1: 0.4999 (0.4837)  loss_giou_dn_2: 0.4620 (0.4538)  loss_giou_dn_3: 0.4503 (0.4455)  loss_giou_dn_4: 0.4491 (0.4435)  loss_giou_dn_5: 0.4501 (0.4436)  loss_vfl: 0.7205 (0.6840)  loss_vfl_aux_0: 0.8191 (0.7902)  loss_vfl_aux_1: 0.7486 (0.7410)  loss_vfl_aux_2: 0.7237 (0.7109)  loss_vfl_aux_3: 0.7139 (0.6954)  loss_vfl_aux_4: 0.7209 (0.6877)  loss_vfl_aux_5: 0.7945 (0.7705)  loss_vfl_dn_0: 0.4598 (0.4558)  loss_vfl_dn_1: 0.3907 (0.3913)  loss_vfl_dn_2: 0.3768 (0.3755)  loss_vfl_dn_3: 0.3680 (0.3680)  loss_vfl_dn_4: 0.3649 (0.3654)  loss_vfl_dn_5: 0.3645 (0.3646)  time: 0.4749  data: 0.0140  max mem: 5654
Epoch: [37]  [5900/7393]  eta: 0:12:06  lr: 0.000010  loss: 15.2973 (16.1031)  loss_bbox: 0.1414 (0.1558)  loss_bbox_aux_0: 0.1516 (0.1689)  loss_bbox_aux_1: 0.1425 (0.1606)  loss_bbox_aux_2: 0.1462 (0.1580)  loss_bbox_aux_3: 0.1439 (0.1562)  loss_bbox_aux_4: 0.1415 (0.1558)  loss_bbox_aux_5: 0.1806 (0.2068)  loss_bbox_dn_0: 0.2557 (0.2744)  loss_bbox_dn_1: 0.1903 (0.2042)  loss_bbox_dn_2: 0.1594 (0.1833)  loss_bbox_dn_3: 0.1570 (0.1769)  loss_bbox_dn_4: 0.1575 (0.1755)  loss_bbox_dn_5: 0.1575 (0.1755)  loss_giou: 0.4283 (0.4799)  loss_giou_aux_0: 0.4598 (0.5047)  loss_giou_aux_1: 0.4362 (0.4899)  loss_giou_aux_2: 0.4331 (0.4846)  loss_giou_aux_3: 0.4263 (0.4812)  loss_giou_aux_4: 0.4258 (0.4801)  loss_giou_aux_5: 0.5082 (0.5710)  loss_giou_dn_0: 0.5628 (0.5902)  loss_giou_dn_1: 0.4630 (0.4836)  loss_giou_dn_2: 0.4339 (0.4538)  loss_giou_dn_3: 0.4267 (0.4454)  loss_giou_dn_4: 0.4238 (0.4434)  loss_giou_dn_5: 0.4245 (0.4436)  loss_vfl: 0.6736 (0.6839)  loss_vfl_aux_0: 0.7866 (0.7901)  loss_vfl_aux_1: 0.7326 (0.7409)  loss_vfl_aux_2: 0.6983 (0.7109)  loss_vfl_aux_3: 0.6895 (0.6953)  loss_vfl_aux_4: 0.6792 (0.6876)  loss_vfl_aux_5: 0.7838 (0.7705)  loss_vfl_dn_0: 0.4527 (0.4558)  loss_vfl_dn_1: 0.3894 (0.3913)  loss_vfl_dn_2: 0.3749 (0.3755)  loss_vfl_dn_3: 0.3648 (0.3680)  loss_vfl_dn_4: 0.3647 (0.3654)  loss_vfl_dn_5: 0.3648 (0.3646)  time: 0.4708  data: 0.0138  max mem: 5654
Epoch: [37]  [6000/7393]  eta: 0:11:16  lr: 0.000010  loss: 16.1619 (16.1030)  loss_bbox: 0.1544 (0.1559)  loss_bbox_aux_0: 0.1687 (0.1690)  loss_bbox_aux_1: 0.1545 (0.1607)  loss_bbox_aux_2: 0.1501 (0.1581)  loss_bbox_aux_3: 0.1573 (0.1563)  loss_bbox_aux_4: 0.1550 (0.1559)  loss_bbox_aux_5: 0.2109 (0.2070)  loss_bbox_dn_0: 0.2828 (0.2745)  loss_bbox_dn_1: 0.2157 (0.2043)  loss_bbox_dn_2: 0.1876 (0.1834)  loss_bbox_dn_3: 0.1803 (0.1770)  loss_bbox_dn_4: 0.1786 (0.1756)  loss_bbox_dn_5: 0.1785 (0.1756)  loss_giou: 0.4551 (0.4798)  loss_giou_aux_0: 0.4755 (0.5046)  loss_giou_aux_1: 0.4688 (0.4898)  loss_giou_aux_2: 0.4632 (0.4844)  loss_giou_aux_3: 0.4549 (0.4810)  loss_giou_aux_4: 0.4669 (0.4799)  loss_giou_aux_5: 0.5388 (0.5708)  loss_giou_dn_0: 0.5730 (0.5901)  loss_giou_dn_1: 0.4574 (0.4836)  loss_giou_dn_2: 0.4312 (0.4537)  loss_giou_dn_3: 0.4245 (0.4453)  loss_giou_dn_4: 0.4222 (0.4433)  loss_giou_dn_5: 0.4227 (0.4435)  loss_vfl: 0.6925 (0.6840)  loss_vfl_aux_0: 0.7983 (0.7901)  loss_vfl_aux_1: 0.7521 (0.7410)  loss_vfl_aux_2: 0.7303 (0.7109)  loss_vfl_aux_3: 0.7106 (0.6954)  loss_vfl_aux_4: 0.6937 (0.6876)  loss_vfl_aux_5: 0.7533 (0.7705)  loss_vfl_dn_0: 0.4480 (0.4557)  loss_vfl_dn_1: 0.3806 (0.3912)  loss_vfl_dn_2: 0.3708 (0.3755)  loss_vfl_dn_3: 0.3614 (0.3680)  loss_vfl_dn_4: 0.3607 (0.3653)  loss_vfl_dn_5: 0.3609 (0.3646)  time: 0.4690  data: 0.0134  max mem: 5654
Epoch: [37]  [6100/7393]  eta: 0:10:27  lr: 0.000010  loss: 15.7683 (16.1006)  loss_bbox: 0.1561 (0.1559)  loss_bbox_aux_0: 0.1757 (0.1691)  loss_bbox_aux_1: 0.1642 (0.1608)  loss_bbox_aux_2: 0.1574 (0.1581)  loss_bbox_aux_3: 0.1595 (0.1564)  loss_bbox_aux_4: 0.1589 (0.1559)  loss_bbox_aux_5: 0.2028 (0.2070)  loss_bbox_dn_0: 0.2592 (0.2746)  loss_bbox_dn_1: 0.1839 (0.2044)  loss_bbox_dn_2: 0.1633 (0.1835)  loss_bbox_dn_3: 0.1554 (0.1771)  loss_bbox_dn_4: 0.1539 (0.1757)  loss_bbox_dn_5: 0.1539 (0.1757)  loss_giou: 0.4738 (0.4796)  loss_giou_aux_0: 0.4910 (0.5044)  loss_giou_aux_1: 0.4815 (0.4896)  loss_giou_aux_2: 0.4724 (0.4842)  loss_giou_aux_3: 0.4695 (0.4808)  loss_giou_aux_4: 0.4774 (0.4797)  loss_giou_aux_5: 0.5475 (0.5707)  loss_giou_dn_0: 0.5569 (0.5899)  loss_giou_dn_1: 0.4648 (0.4833)  loss_giou_dn_2: 0.4270 (0.4535)  loss_giou_dn_3: 0.4211 (0.4451)  loss_giou_dn_4: 0.4192 (0.4431)  loss_giou_dn_5: 0.4190 (0.4432)  loss_vfl: 0.6364 (0.6839)  loss_vfl_aux_0: 0.7556 (0.7902)  loss_vfl_aux_1: 0.7210 (0.7410)  loss_vfl_aux_2: 0.6691 (0.7108)  loss_vfl_aux_3: 0.6587 (0.6954)  loss_vfl_aux_4: 0.6440 (0.6876)  loss_vfl_aux_5: 0.7421 (0.7707)  loss_vfl_dn_0: 0.4531 (0.4558)  loss_vfl_dn_1: 0.3891 (0.3912)  loss_vfl_dn_2: 0.3747 (0.3754)  loss_vfl_dn_3: 0.3623 (0.3679)  loss_vfl_dn_4: 0.3595 (0.3653)  loss_vfl_dn_5: 0.3581 (0.3645)  time: 0.4720  data: 0.0135  max mem: 5654
Epoch: [37]  [6200/7393]  eta: 0:09:39  lr: 0.000010  loss: 15.5549 (16.1035)  loss_bbox: 0.1350 (0.1560)  loss_bbox_aux_0: 0.1554 (0.1691)  loss_bbox_aux_1: 0.1497 (0.1609)  loss_bbox_aux_2: 0.1434 (0.1582)  loss_bbox_aux_3: 0.1377 (0.1564)  loss_bbox_aux_4: 0.1347 (0.1559)  loss_bbox_aux_5: 0.1896 (0.2071)  loss_bbox_dn_0: 0.2511 (0.2746)  loss_bbox_dn_1: 0.1863 (0.2044)  loss_bbox_dn_2: 0.1635 (0.1835)  loss_bbox_dn_3: 0.1535 (0.1771)  loss_bbox_dn_4: 0.1518 (0.1757)  loss_bbox_dn_5: 0.1516 (0.1757)  loss_giou: 0.3944 (0.4798)  loss_giou_aux_0: 0.4519 (0.5046)  loss_giou_aux_1: 0.4341 (0.4898)  loss_giou_aux_2: 0.4094 (0.4845)  loss_giou_aux_3: 0.3980 (0.4810)  loss_giou_aux_4: 0.3919 (0.4799)  loss_giou_aux_5: 0.5248 (0.5709)  loss_giou_dn_0: 0.5681 (0.5900)  loss_giou_dn_1: 0.4578 (0.4834)  loss_giou_dn_2: 0.4266 (0.4535)  loss_giou_dn_3: 0.4169 (0.4452)  loss_giou_dn_4: 0.4148 (0.4432)  loss_giou_dn_5: 0.4147 (0.4433)  loss_vfl: 0.6974 (0.6839)  loss_vfl_aux_0: 0.8027 (0.7902)  loss_vfl_aux_1: 0.7524 (0.7411)  loss_vfl_aux_2: 0.7142 (0.7108)  loss_vfl_aux_3: 0.7004 (0.6954)  loss_vfl_aux_4: 0.6985 (0.6876)  loss_vfl_aux_5: 0.7843 (0.7708)  loss_vfl_dn_0: 0.4570 (0.4558)  loss_vfl_dn_1: 0.3936 (0.3912)  loss_vfl_dn_2: 0.3777 (0.3755)  loss_vfl_dn_3: 0.3693 (0.3680)  loss_vfl_dn_4: 0.3668 (0.3653)  loss_vfl_dn_5: 0.3662 (0.3645)  time: 0.4810  data: 0.0135  max mem: 5654
Epoch: [37]  [6300/7393]  eta: 0:08:50  lr: 0.000010  loss: 15.3198 (16.1014)  loss_bbox: 0.1506 (0.1559)  loss_bbox_aux_0: 0.1543 (0.1691)  loss_bbox_aux_1: 0.1528 (0.1608)  loss_bbox_aux_2: 0.1485 (0.1581)  loss_bbox_aux_3: 0.1468 (0.1563)  loss_bbox_aux_4: 0.1433 (0.1559)  loss_bbox_aux_5: 0.1928 (0.2070)  loss_bbox_dn_0: 0.2719 (0.2746)  loss_bbox_dn_1: 0.1972 (0.2044)  loss_bbox_dn_2: 0.1701 (0.1835)  loss_bbox_dn_3: 0.1611 (0.1771)  loss_bbox_dn_4: 0.1631 (0.1757)  loss_bbox_dn_5: 0.1631 (0.1757)  loss_giou: 0.4636 (0.4796)  loss_giou_aux_0: 0.4652 (0.5044)  loss_giou_aux_1: 0.4732 (0.4896)  loss_giou_aux_2: 0.4638 (0.4843)  loss_giou_aux_3: 0.4613 (0.4808)  loss_giou_aux_4: 0.4617 (0.4798)  loss_giou_aux_5: 0.5506 (0.5707)  loss_giou_dn_0: 0.5804 (0.5899)  loss_giou_dn_1: 0.4732 (0.4832)  loss_giou_dn_2: 0.4359 (0.4534)  loss_giou_dn_3: 0.4268 (0.4450)  loss_giou_dn_4: 0.4257 (0.4430)  loss_giou_dn_5: 0.4256 (0.4432)  loss_vfl: 0.6498 (0.6839)  loss_vfl_aux_0: 0.7781 (0.7903)  loss_vfl_aux_1: 0.7173 (0.7411)  loss_vfl_aux_2: 0.6835 (0.7108)  loss_vfl_aux_3: 0.6848 (0.6954)  loss_vfl_aux_4: 0.6591 (0.6876)  loss_vfl_aux_5: 0.7724 (0.7708)  loss_vfl_dn_0: 0.4531 (0.4558)  loss_vfl_dn_1: 0.3876 (0.3912)  loss_vfl_dn_2: 0.3709 (0.3755)  loss_vfl_dn_3: 0.3643 (0.3680)  loss_vfl_dn_4: 0.3624 (0.3654)  loss_vfl_dn_5: 0.3624 (0.3646)  time: 0.4627  data: 0.0134  max mem: 5654
Epoch: [37]  [6400/7393]  eta: 0:08:01  lr: 0.000010  loss: 16.4896 (16.1020)  loss_bbox: 0.1558 (0.1559)  loss_bbox_aux_0: 0.1609 (0.1691)  loss_bbox_aux_1: 0.1619 (0.1609)  loss_bbox_aux_2: 0.1621 (0.1582)  loss_bbox_aux_3: 0.1568 (0.1563)  loss_bbox_aux_4: 0.1602 (0.1559)  loss_bbox_aux_5: 0.2025 (0.2070)  loss_bbox_dn_0: 0.2773 (0.2747)  loss_bbox_dn_1: 0.2235 (0.2045)  loss_bbox_dn_2: 0.1920 (0.1835)  loss_bbox_dn_3: 0.1884 (0.1771)  loss_bbox_dn_4: 0.1866 (0.1758)  loss_bbox_dn_5: 0.1866 (0.1758)  loss_giou: 0.4749 (0.4796)  loss_giou_aux_0: 0.4993 (0.5043)  loss_giou_aux_1: 0.4786 (0.4895)  loss_giou_aux_2: 0.4797 (0.4842)  loss_giou_aux_3: 0.4793 (0.4808)  loss_giou_aux_4: 0.4786 (0.4797)  loss_giou_aux_5: 0.5806 (0.5706)  loss_giou_dn_0: 0.6055 (0.5898)  loss_giou_dn_1: 0.4955 (0.4832)  loss_giou_dn_2: 0.4630 (0.4534)  loss_giou_dn_3: 0.4500 (0.4450)  loss_giou_dn_4: 0.4461 (0.4430)  loss_giou_dn_5: 0.4458 (0.4431)  loss_vfl: 0.6852 (0.6840)  loss_vfl_aux_0: 0.8212 (0.7905)  loss_vfl_aux_1: 0.7513 (0.7412)  loss_vfl_aux_2: 0.7228 (0.7109)  loss_vfl_aux_3: 0.7062 (0.6955)  loss_vfl_aux_4: 0.6917 (0.6877)  loss_vfl_aux_5: 0.7977 (0.7710)  loss_vfl_dn_0: 0.4591 (0.4558)  loss_vfl_dn_1: 0.3981 (0.3912)  loss_vfl_dn_2: 0.3854 (0.3755)  loss_vfl_dn_3: 0.3767 (0.3680)  loss_vfl_dn_4: 0.3728 (0.3654)  loss_vfl_dn_5: 0.3701 (0.3646)  time: 0.4761  data: 0.0135  max mem: 5654
Epoch: [37]  [6500/7393]  eta: 0:07:12  lr: 0.000010  loss: 15.8400 (16.1032)  loss_bbox: 0.1506 (0.1559)  loss_bbox_aux_0: 0.1523 (0.1690)  loss_bbox_aux_1: 0.1611 (0.1608)  loss_bbox_aux_2: 0.1497 (0.1581)  loss_bbox_aux_3: 0.1423 (0.1563)  loss_bbox_aux_4: 0.1446 (0.1558)  loss_bbox_aux_5: 0.1970 (0.2069)  loss_bbox_dn_0: 0.2645 (0.2746)  loss_bbox_dn_1: 0.1899 (0.2044)  loss_bbox_dn_2: 0.1660 (0.1834)  loss_bbox_dn_3: 0.1572 (0.1770)  loss_bbox_dn_4: 0.1547 (0.1756)  loss_bbox_dn_5: 0.1547 (0.1756)  loss_giou: 0.4647 (0.4799)  loss_giou_aux_0: 0.4960 (0.5046)  loss_giou_aux_1: 0.4825 (0.4899)  loss_giou_aux_2: 0.4740 (0.4845)  loss_giou_aux_3: 0.4672 (0.4811)  loss_giou_aux_4: 0.4614 (0.4800)  loss_giou_aux_5: 0.5875 (0.5709)  loss_giou_dn_0: 0.6038 (0.5900)  loss_giou_dn_1: 0.4878 (0.4834)  loss_giou_dn_2: 0.4598 (0.4535)  loss_giou_dn_3: 0.4578 (0.4452)  loss_giou_dn_4: 0.4573 (0.4431)  loss_giou_dn_5: 0.4572 (0.4433)  loss_vfl: 0.6470 (0.6839)  loss_vfl_aux_0: 0.7660 (0.7903)  loss_vfl_aux_1: 0.7225 (0.7411)  loss_vfl_aux_2: 0.6712 (0.7107)  loss_vfl_aux_3: 0.6531 (0.6954)  loss_vfl_aux_4: 0.6528 (0.6876)  loss_vfl_aux_5: 0.7543 (0.7708)  loss_vfl_dn_0: 0.4525 (0.4558)  loss_vfl_dn_1: 0.3893 (0.3912)  loss_vfl_dn_2: 0.3722 (0.3755)  loss_vfl_dn_3: 0.3650 (0.3680)  loss_vfl_dn_4: 0.3632 (0.3654)  loss_vfl_dn_5: 0.3640 (0.3646)  time: 0.4832  data: 0.0136  max mem: 5654
Epoch: [37]  [6600/7393]  eta: 0:06:24  lr: 0.000010  loss: 15.8945 (16.0999)  loss_bbox: 0.1516 (0.1559)  loss_bbox_aux_0: 0.1714 (0.1690)  loss_bbox_aux_1: 0.1621 (0.1609)  loss_bbox_aux_2: 0.1675 (0.1582)  loss_bbox_aux_3: 0.1614 (0.1563)  loss_bbox_aux_4: 0.1535 (0.1559)  loss_bbox_aux_5: 0.2070 (0.2070)  loss_bbox_dn_0: 0.2736 (0.2746)  loss_bbox_dn_1: 0.2132 (0.2044)  loss_bbox_dn_2: 0.1982 (0.1835)  loss_bbox_dn_3: 0.1869 (0.1771)  loss_bbox_dn_4: 0.1847 (0.1757)  loss_bbox_dn_5: 0.1845 (0.1757)  loss_giou: 0.4226 (0.4796)  loss_giou_aux_0: 0.4506 (0.5043)  loss_giou_aux_1: 0.4347 (0.4896)  loss_giou_aux_2: 0.4299 (0.4842)  loss_giou_aux_3: 0.4198 (0.4808)  loss_giou_aux_4: 0.4226 (0.4797)  loss_giou_aux_5: 0.5283 (0.5706)  loss_giou_dn_0: 0.5478 (0.5898)  loss_giou_dn_1: 0.4375 (0.4832)  loss_giou_dn_2: 0.4103 (0.4533)  loss_giou_dn_3: 0.4028 (0.4449)  loss_giou_dn_4: 0.4005 (0.4429)  loss_giou_dn_5: 0.4015 (0.4431)  loss_vfl: 0.6740 (0.6839)  loss_vfl_aux_0: 0.7881 (0.7902)  loss_vfl_aux_1: 0.7325 (0.7410)  loss_vfl_aux_2: 0.6857 (0.7105)  loss_vfl_aux_3: 0.6836 (0.6954)  loss_vfl_aux_4: 0.6722 (0.6876)  loss_vfl_aux_5: 0.7775 (0.7709)  loss_vfl_dn_0: 0.4543 (0.4558)  loss_vfl_dn_1: 0.3875 (0.3912)  loss_vfl_dn_2: 0.3674 (0.3755)  loss_vfl_dn_3: 0.3597 (0.3680)  loss_vfl_dn_4: 0.3579 (0.3653)  loss_vfl_dn_5: 0.3573 (0.3646)  time: 0.4722  data: 0.0140  max mem: 5654
Epoch: [37]  [6700/7393]  eta: 0:05:35  lr: 0.000010  loss: 15.9266 (16.1006)  loss_bbox: 0.1536 (0.1559)  loss_bbox_aux_0: 0.1649 (0.1691)  loss_bbox_aux_1: 0.1637 (0.1609)  loss_bbox_aux_2: 0.1579 (0.1582)  loss_bbox_aux_3: 0.1552 (0.1564)  loss_bbox_aux_4: 0.1524 (0.1559)  loss_bbox_aux_5: 0.2081 (0.2070)  loss_bbox_dn_0: 0.2811 (0.2748)  loss_bbox_dn_1: 0.2072 (0.2045)  loss_bbox_dn_2: 0.1841 (0.1836)  loss_bbox_dn_3: 0.1808 (0.1772)  loss_bbox_dn_4: 0.1794 (0.1758)  loss_bbox_dn_5: 0.1794 (0.1758)  loss_giou: 0.4793 (0.4795)  loss_giou_aux_0: 0.4735 (0.5042)  loss_giou_aux_1: 0.4668 (0.4894)  loss_giou_aux_2: 0.4857 (0.4841)  loss_giou_aux_3: 0.4801 (0.4807)  loss_giou_aux_4: 0.4744 (0.4796)  loss_giou_aux_5: 0.5598 (0.5706)  loss_giou_dn_0: 0.5881 (0.5898)  loss_giou_dn_1: 0.4787 (0.4831)  loss_giou_dn_2: 0.4513 (0.4533)  loss_giou_dn_3: 0.4467 (0.4449)  loss_giou_dn_4: 0.4455 (0.4429)  loss_giou_dn_5: 0.4453 (0.4431)  loss_vfl: 0.6690 (0.6841)  loss_vfl_aux_0: 0.7642 (0.7903)  loss_vfl_aux_1: 0.7368 (0.7412)  loss_vfl_aux_2: 0.6985 (0.7106)  loss_vfl_aux_3: 0.6747 (0.6955)  loss_vfl_aux_4: 0.6751 (0.6877)  loss_vfl_aux_5: 0.7294 (0.7709)  loss_vfl_dn_0: 0.4535 (0.4558)  loss_vfl_dn_1: 0.3863 (0.3912)  loss_vfl_dn_2: 0.3737 (0.3754)  loss_vfl_dn_3: 0.3636 (0.3680)  loss_vfl_dn_4: 0.3623 (0.3653)  loss_vfl_dn_5: 0.3605 (0.3646)  time: 0.4714  data: 0.0136  max mem: 5654
Epoch: [37]  [6800/7393]  eta: 0:04:47  lr: 0.000010  loss: 15.9141 (16.1002)  loss_bbox: 0.1357 (0.1559)  loss_bbox_aux_0: 0.1553 (0.1690)  loss_bbox_aux_1: 0.1480 (0.1608)  loss_bbox_aux_2: 0.1371 (0.1582)  loss_bbox_aux_3: 0.1392 (0.1563)  loss_bbox_aux_4: 0.1316 (0.1559)  loss_bbox_aux_5: 0.2050 (0.2070)  loss_bbox_dn_0: 0.2660 (0.2749)  loss_bbox_dn_1: 0.2061 (0.2045)  loss_bbox_dn_2: 0.1865 (0.1836)  loss_bbox_dn_3: 0.1836 (0.1772)  loss_bbox_dn_4: 0.1849 (0.1758)  loss_bbox_dn_5: 0.1850 (0.1758)  loss_giou: 0.4584 (0.4794)  loss_giou_aux_0: 0.4913 (0.5041)  loss_giou_aux_1: 0.4711 (0.4893)  loss_giou_aux_2: 0.4701 (0.4840)  loss_giou_aux_3: 0.4579 (0.4805)  loss_giou_aux_4: 0.4582 (0.4795)  loss_giou_aux_5: 0.5435 (0.5705)  loss_giou_dn_0: 0.5890 (0.5897)  loss_giou_dn_1: 0.4721 (0.4831)  loss_giou_dn_2: 0.4422 (0.4532)  loss_giou_dn_3: 0.4311 (0.4448)  loss_giou_dn_4: 0.4286 (0.4428)  loss_giou_dn_5: 0.4293 (0.4430)  loss_vfl: 0.6844 (0.6841)  loss_vfl_aux_0: 0.8040 (0.7905)  loss_vfl_aux_1: 0.7631 (0.7415)  loss_vfl_aux_2: 0.7251 (0.7108)  loss_vfl_aux_3: 0.7068 (0.6956)  loss_vfl_aux_4: 0.6896 (0.6878)  loss_vfl_aux_5: 0.7727 (0.7710)  loss_vfl_dn_0: 0.4623 (0.4558)  loss_vfl_dn_1: 0.3985 (0.3912)  loss_vfl_dn_2: 0.3814 (0.3754)  loss_vfl_dn_3: 0.3734 (0.3679)  loss_vfl_dn_4: 0.3713 (0.3653)  loss_vfl_dn_5: 0.3712 (0.3645)  time: 0.4679  data: 0.0140  max mem: 5654
Epoch: [37]  [6900/7393]  eta: 0:03:59  lr: 0.000010  loss: 15.8618 (16.0992)  loss_bbox: 0.1536 (0.1560)  loss_bbox_aux_0: 0.1646 (0.1691)  loss_bbox_aux_1: 0.1572 (0.1609)  loss_bbox_aux_2: 0.1540 (0.1582)  loss_bbox_aux_3: 0.1486 (0.1564)  loss_bbox_aux_4: 0.1536 (0.1559)  loss_bbox_aux_5: 0.1937 (0.2070)  loss_bbox_dn_0: 0.2590 (0.2749)  loss_bbox_dn_1: 0.1906 (0.2046)  loss_bbox_dn_2: 0.1662 (0.1836)  loss_bbox_dn_3: 0.1615 (0.1772)  loss_bbox_dn_4: 0.1583 (0.1758)  loss_bbox_dn_5: 0.1584 (0.1758)  loss_giou: 0.4555 (0.4791)  loss_giou_aux_0: 0.4769 (0.5039)  loss_giou_aux_1: 0.4579 (0.4891)  loss_giou_aux_2: 0.4535 (0.4837)  loss_giou_aux_3: 0.4560 (0.4803)  loss_giou_aux_4: 0.4520 (0.4792)  loss_giou_aux_5: 0.5366 (0.5702)  loss_giou_dn_0: 0.5770 (0.5896)  loss_giou_dn_1: 0.4667 (0.4830)  loss_giou_dn_2: 0.4389 (0.4531)  loss_giou_dn_3: 0.4273 (0.4447)  loss_giou_dn_4: 0.4261 (0.4427)  loss_giou_dn_5: 0.4263 (0.4428)  loss_vfl: 0.7067 (0.6842)  loss_vfl_aux_0: 0.7948 (0.7907)  loss_vfl_aux_1: 0.7582 (0.7417)  loss_vfl_aux_2: 0.7310 (0.7110)  loss_vfl_aux_3: 0.7093 (0.6957)  loss_vfl_aux_4: 0.7052 (0.6879)  loss_vfl_aux_5: 0.7837 (0.7713)  loss_vfl_dn_0: 0.4557 (0.4558)  loss_vfl_dn_1: 0.3887 (0.3911)  loss_vfl_dn_2: 0.3754 (0.3754)  loss_vfl_dn_3: 0.3704 (0.3679)  loss_vfl_dn_4: 0.3668 (0.3653)  loss_vfl_dn_5: 0.3687 (0.3645)  time: 0.4734  data: 0.0135  max mem: 5654
Epoch: [37]  [7000/7393]  eta: 0:03:10  lr: 0.000010  loss: 16.4496 (16.1007)  loss_bbox: 0.1686 (0.1560)  loss_bbox_aux_0: 0.1833 (0.1691)  loss_bbox_aux_1: 0.1757 (0.1609)  loss_bbox_aux_2: 0.1704 (0.1582)  loss_bbox_aux_3: 0.1694 (0.1564)  loss_bbox_aux_4: 0.1727 (0.1559)  loss_bbox_aux_5: 0.2363 (0.2071)  loss_bbox_dn_0: 0.3077 (0.2750)  loss_bbox_dn_1: 0.2317 (0.2046)  loss_bbox_dn_2: 0.1982 (0.1837)  loss_bbox_dn_3: 0.1932 (0.1773)  loss_bbox_dn_4: 0.1924 (0.1759)  loss_bbox_dn_5: 0.1924 (0.1759)  loss_giou: 0.4737 (0.4791)  loss_giou_aux_0: 0.4802 (0.5038)  loss_giou_aux_1: 0.4685 (0.4890)  loss_giou_aux_2: 0.4749 (0.4836)  loss_giou_aux_3: 0.4786 (0.4802)  loss_giou_aux_4: 0.4730 (0.4792)  loss_giou_aux_5: 0.5483 (0.5701)  loss_giou_dn_0: 0.5814 (0.5896)  loss_giou_dn_1: 0.4766 (0.4829)  loss_giou_dn_2: 0.4535 (0.4531)  loss_giou_dn_3: 0.4472 (0.4447)  loss_giou_dn_4: 0.4439 (0.4426)  loss_giou_dn_5: 0.4445 (0.4428)  loss_vfl: 0.6872 (0.6844)  loss_vfl_aux_0: 0.8249 (0.7909)  loss_vfl_aux_1: 0.7602 (0.7419)  loss_vfl_aux_2: 0.7210 (0.7112)  loss_vfl_aux_3: 0.7011 (0.6959)  loss_vfl_aux_4: 0.6903 (0.6881)  loss_vfl_aux_5: 0.7811 (0.7714)  loss_vfl_dn_0: 0.4622 (0.4558)  loss_vfl_dn_1: 0.3907 (0.3912)  loss_vfl_dn_2: 0.3740 (0.3754)  loss_vfl_dn_3: 0.3653 (0.3679)  loss_vfl_dn_4: 0.3620 (0.3653)  loss_vfl_dn_5: 0.3612 (0.3645)  time: 0.4817  data: 0.0136  max mem: 5654
Epoch: [37]  [7100/7393]  eta: 0:02:22  lr: 0.000010  loss: 15.9675 (16.0996)  loss_bbox: 0.1472 (0.1560)  loss_bbox_aux_0: 0.1604 (0.1691)  loss_bbox_aux_1: 0.1562 (0.1609)  loss_bbox_aux_2: 0.1464 (0.1583)  loss_bbox_aux_3: 0.1461 (0.1564)  loss_bbox_aux_4: 0.1472 (0.1560)  loss_bbox_aux_5: 0.1910 (0.2071)  loss_bbox_dn_0: 0.2618 (0.2750)  loss_bbox_dn_1: 0.2000 (0.2047)  loss_bbox_dn_2: 0.1857 (0.1837)  loss_bbox_dn_3: 0.1774 (0.1773)  loss_bbox_dn_4: 0.1767 (0.1759)  loss_bbox_dn_5: 0.1768 (0.1759)  loss_giou: 0.4315 (0.4790)  loss_giou_aux_0: 0.4663 (0.5038)  loss_giou_aux_1: 0.4551 (0.4889)  loss_giou_aux_2: 0.4427 (0.4836)  loss_giou_aux_3: 0.4410 (0.4803)  loss_giou_aux_4: 0.4310 (0.4792)  loss_giou_aux_5: 0.5123 (0.5701)  loss_giou_dn_0: 0.5798 (0.5895)  loss_giou_dn_1: 0.4728 (0.4829)  loss_giou_dn_2: 0.4490 (0.4530)  loss_giou_dn_3: 0.4495 (0.4446)  loss_giou_dn_4: 0.4489 (0.4426)  loss_giou_dn_5: 0.4489 (0.4428)  loss_vfl: 0.6656 (0.6843)  loss_vfl_aux_0: 0.7945 (0.7908)  loss_vfl_aux_1: 0.7476 (0.7418)  loss_vfl_aux_2: 0.7150 (0.7111)  loss_vfl_aux_3: 0.6759 (0.6957)  loss_vfl_aux_4: 0.6744 (0.6880)  loss_vfl_aux_5: 0.7770 (0.7714)  loss_vfl_dn_0: 0.4563 (0.4558)  loss_vfl_dn_1: 0.3901 (0.3911)  loss_vfl_dn_2: 0.3751 (0.3754)  loss_vfl_dn_3: 0.3676 (0.3679)  loss_vfl_dn_4: 0.3654 (0.3653)  loss_vfl_dn_5: 0.3633 (0.3645)  time: 0.4655  data: 0.0136  max mem: 5654
Epoch: [37]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 15.7058 (16.0997)  loss_bbox: 0.1596 (0.1560)  loss_bbox_aux_0: 0.1648 (0.1691)  loss_bbox_aux_1: 0.1628 (0.1610)  loss_bbox_aux_2: 0.1658 (0.1583)  loss_bbox_aux_3: 0.1601 (0.1565)  loss_bbox_aux_4: 0.1596 (0.1560)  loss_bbox_aux_5: 0.2144 (0.2072)  loss_bbox_dn_0: 0.3055 (0.2751)  loss_bbox_dn_1: 0.2168 (0.2048)  loss_bbox_dn_2: 0.1897 (0.1838)  loss_bbox_dn_3: 0.1834 (0.1774)  loss_bbox_dn_4: 0.1834 (0.1760)  loss_bbox_dn_5: 0.1834 (0.1760)  loss_giou: 0.4118 (0.4790)  loss_giou_aux_0: 0.4216 (0.5037)  loss_giou_aux_1: 0.4244 (0.4889)  loss_giou_aux_2: 0.4108 (0.4835)  loss_giou_aux_3: 0.4189 (0.4802)  loss_giou_aux_4: 0.4103 (0.4791)  loss_giou_aux_5: 0.5073 (0.5700)  loss_giou_dn_0: 0.5413 (0.5895)  loss_giou_dn_1: 0.4292 (0.4828)  loss_giou_dn_2: 0.4093 (0.4530)  loss_giou_dn_3: 0.4043 (0.4446)  loss_giou_dn_4: 0.4031 (0.4425)  loss_giou_dn_5: 0.4031 (0.4427)  loss_vfl: 0.6881 (0.6844)  loss_vfl_aux_0: 0.8344 (0.7909)  loss_vfl_aux_1: 0.7562 (0.7419)  loss_vfl_aux_2: 0.7052 (0.7112)  loss_vfl_aux_3: 0.6900 (0.6958)  loss_vfl_aux_4: 0.6852 (0.6880)  loss_vfl_aux_5: 0.7981 (0.7714)  loss_vfl_dn_0: 0.4571 (0.4558)  loss_vfl_dn_1: 0.3888 (0.3911)  loss_vfl_dn_2: 0.3717 (0.3753)  loss_vfl_dn_3: 0.3616 (0.3678)  loss_vfl_dn_4: 0.3579 (0.3652)  loss_vfl_dn_5: 0.3565 (0.3644)  time: 0.4696  data: 0.0139  max mem: 5654
Epoch: [37]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.7006 (16.1009)  loss_bbox: 0.1376 (0.1560)  loss_bbox_aux_0: 0.1445 (0.1691)  loss_bbox_aux_1: 0.1366 (0.1610)  loss_bbox_aux_2: 0.1378 (0.1583)  loss_bbox_aux_3: 0.1342 (0.1564)  loss_bbox_aux_4: 0.1371 (0.1560)  loss_bbox_aux_5: 0.1818 (0.2072)  loss_bbox_dn_0: 0.2360 (0.2751)  loss_bbox_dn_1: 0.1708 (0.2047)  loss_bbox_dn_2: 0.1541 (0.1838)  loss_bbox_dn_3: 0.1519 (0.1774)  loss_bbox_dn_4: 0.1516 (0.1760)  loss_bbox_dn_5: 0.1516 (0.1760)  loss_giou: 0.4776 (0.4790)  loss_giou_aux_0: 0.4866 (0.5037)  loss_giou_aux_1: 0.4773 (0.4890)  loss_giou_aux_2: 0.4792 (0.4836)  loss_giou_aux_3: 0.4757 (0.4802)  loss_giou_aux_4: 0.4777 (0.4791)  loss_giou_aux_5: 0.5667 (0.5701)  loss_giou_dn_0: 0.5883 (0.5896)  loss_giou_dn_1: 0.4706 (0.4829)  loss_giou_dn_2: 0.4402 (0.4530)  loss_giou_dn_3: 0.4359 (0.4446)  loss_giou_dn_4: 0.4358 (0.4426)  loss_giou_dn_5: 0.4362 (0.4428)  loss_vfl: 0.6712 (0.6844)  loss_vfl_aux_0: 0.7621 (0.7910)  loss_vfl_aux_1: 0.7287 (0.7419)  loss_vfl_aux_2: 0.6987 (0.7112)  loss_vfl_aux_3: 0.6803 (0.6958)  loss_vfl_aux_4: 0.6685 (0.6881)  loss_vfl_aux_5: 0.7354 (0.7714)  loss_vfl_dn_0: 0.4536 (0.4558)  loss_vfl_dn_1: 0.3869 (0.3911)  loss_vfl_dn_2: 0.3695 (0.3753)  loss_vfl_dn_3: 0.3638 (0.3679)  loss_vfl_dn_4: 0.3626 (0.3652)  loss_vfl_dn_5: 0.3607 (0.3645)  time: 0.4728  data: 0.0142  max mem: 5654
Epoch: [37]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.3204 (16.1027)  loss_bbox: 0.1385 (0.1561)  loss_bbox_aux_0: 0.1560 (0.1692)  loss_bbox_aux_1: 0.1495 (0.1610)  loss_bbox_aux_2: 0.1459 (0.1583)  loss_bbox_aux_3: 0.1436 (0.1565)  loss_bbox_aux_4: 0.1461 (0.1560)  loss_bbox_aux_5: 0.1903 (0.2073)  loss_bbox_dn_0: 0.2357 (0.2751)  loss_bbox_dn_1: 0.1787 (0.2048)  loss_bbox_dn_2: 0.1594 (0.1838)  loss_bbox_dn_3: 0.1553 (0.1774)  loss_bbox_dn_4: 0.1545 (0.1760)  loss_bbox_dn_5: 0.1546 (0.1760)  loss_giou: 0.4934 (0.4792)  loss_giou_aux_0: 0.5280 (0.5038)  loss_giou_aux_1: 0.5073 (0.4891)  loss_giou_aux_2: 0.4906 (0.4837)  loss_giou_aux_3: 0.4942 (0.4804)  loss_giou_aux_4: 0.4876 (0.4793)  loss_giou_aux_5: 0.5992 (0.5702)  loss_giou_dn_0: 0.5698 (0.5895)  loss_giou_dn_1: 0.4844 (0.4830)  loss_giou_dn_2: 0.4653 (0.4531)  loss_giou_dn_3: 0.4588 (0.4447)  loss_giou_dn_4: 0.4591 (0.4426)  loss_giou_dn_5: 0.4601 (0.4428)  loss_vfl: 0.6849 (0.6845)  loss_vfl_aux_0: 0.7783 (0.7910)  loss_vfl_aux_1: 0.7370 (0.7419)  loss_vfl_aux_2: 0.7291 (0.7112)  loss_vfl_aux_3: 0.6869 (0.6958)  loss_vfl_aux_4: 0.6850 (0.6881)  loss_vfl_aux_5: 0.7548 (0.7714)  loss_vfl_dn_0: 0.4587 (0.4558)  loss_vfl_dn_1: 0.3937 (0.3911)  loss_vfl_dn_2: 0.3807 (0.3754)  loss_vfl_dn_3: 0.3740 (0.3679)  loss_vfl_dn_4: 0.3721 (0.3653)  loss_vfl_dn_5: 0.3718 (0.3645)  time: 0.4673  data: 0.0135  max mem: 5654
Epoch: [37] Total time: 0:59:43 (0.4848 s / it)
Averaged stats: lr: 0.000010  loss: 16.3204 (16.1027)  loss_bbox: 0.1385 (0.1561)  loss_bbox_aux_0: 0.1560 (0.1692)  loss_bbox_aux_1: 0.1495 (0.1610)  loss_bbox_aux_2: 0.1459 (0.1583)  loss_bbox_aux_3: 0.1436 (0.1565)  loss_bbox_aux_4: 0.1461 (0.1560)  loss_bbox_aux_5: 0.1903 (0.2073)  loss_bbox_dn_0: 0.2357 (0.2751)  loss_bbox_dn_1: 0.1787 (0.2048)  loss_bbox_dn_2: 0.1594 (0.1838)  loss_bbox_dn_3: 0.1553 (0.1774)  loss_bbox_dn_4: 0.1545 (0.1760)  loss_bbox_dn_5: 0.1546 (0.1760)  loss_giou: 0.4934 (0.4792)  loss_giou_aux_0: 0.5280 (0.5038)  loss_giou_aux_1: 0.5073 (0.4891)  loss_giou_aux_2: 0.4906 (0.4837)  loss_giou_aux_3: 0.4942 (0.4804)  loss_giou_aux_4: 0.4876 (0.4793)  loss_giou_aux_5: 0.5992 (0.5702)  loss_giou_dn_0: 0.5698 (0.5895)  loss_giou_dn_1: 0.4844 (0.4830)  loss_giou_dn_2: 0.4653 (0.4531)  loss_giou_dn_3: 0.4588 (0.4447)  loss_giou_dn_4: 0.4591 (0.4426)  loss_giou_dn_5: 0.4601 (0.4428)  loss_vfl: 0.6849 (0.6845)  loss_vfl_aux_0: 0.7783 (0.7910)  loss_vfl_aux_1: 0.7370 (0.7419)  loss_vfl_aux_2: 0.7291 (0.7112)  loss_vfl_aux_3: 0.6869 (0.6958)  loss_vfl_aux_4: 0.6850 (0.6881)  loss_vfl_aux_5: 0.7548 (0.7714)  loss_vfl_dn_0: 0.4587 (0.4558)  loss_vfl_dn_1: 0.3937 (0.3911)  loss_vfl_dn_2: 0.3807 (0.3754)  loss_vfl_dn_3: 0.3740 (0.3679)  loss_vfl_dn_4: 0.3721 (0.3653)  loss_vfl_dn_5: 0.3718 (0.3645)
Test:  [  0/157]  eta: 0:04:06    time: 1.5687  data: 1.1525  max mem: 5654
Test:  [ 10/157]  eta: 0:01:14    time: 0.5090  data: 0.1294  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3944  data: 0.0266  max mem: 5654
Test:  [ 30/157]  eta: 0:01:19    time: 0.6954  data: 0.0263  max mem: 5654
Test:  [ 40/157]  eta: 0:01:06    time: 0.6985  data: 0.0265  max mem: 5654
Test:  [ 50/157]  eta: 0:00:57    time: 0.3976  data: 0.0264  max mem: 5654
Test:  [ 60/157]  eta: 0:00:50    time: 0.4037  data: 0.0265  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.3913  data: 0.0268  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3895  data: 0.0269  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3995  data: 0.0273  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3907  data: 0.0270  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3918  data: 0.0262  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3932  data: 0.0264  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3910  data: 0.0274  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.6769  data: 0.0275  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6634  data: 0.0262  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3621  data: 0.0252  max mem: 5654
Test: Total time: 0:01:14 (0.4757 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.75s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.523
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.704
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.566
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.346
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.566
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.701
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.389
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.651
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.719
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.538
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.767
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
best_stat:  {'epoch': 37, 'coco_eval_bbox': 0.5225343301258959}
Epoch: [38]  [   0/7393]  eta: 7:00:31  lr: 0.000010  loss: 15.7381 (15.7381)  loss_bbox: 0.1450 (0.1450)  loss_bbox_aux_0: 0.1511 (0.1511)  loss_bbox_aux_1: 0.1408 (0.1408)  loss_bbox_aux_2: 0.1409 (0.1409)  loss_bbox_aux_3: 0.1463 (0.1463)  loss_bbox_aux_4: 0.1433 (0.1433)  loss_bbox_aux_5: 0.1802 (0.1802)  loss_bbox_dn_0: 0.2190 (0.2190)  loss_bbox_dn_1: 0.1580 (0.1580)  loss_bbox_dn_2: 0.1432 (0.1432)  loss_bbox_dn_3: 0.1380 (0.1380)  loss_bbox_dn_4: 0.1372 (0.1372)  loss_bbox_dn_5: 0.1372 (0.1372)  loss_giou: 0.4342 (0.4342)  loss_giou_aux_0: 0.4627 (0.4627)  loss_giou_aux_1: 0.4340 (0.4340)  loss_giou_aux_2: 0.4316 (0.4316)  loss_giou_aux_3: 0.4399 (0.4399)  loss_giou_aux_4: 0.4280 (0.4280)  loss_giou_aux_5: 0.5336 (0.5336)  loss_giou_dn_0: 0.5919 (0.5919)  loss_giou_dn_1: 0.4703 (0.4703)  loss_giou_dn_2: 0.4361 (0.4361)  loss_giou_dn_3: 0.4259 (0.4259)  loss_giou_dn_4: 0.4230 (0.4230)  loss_giou_dn_5: 0.4230 (0.4230)  loss_vfl: 0.7249 (0.7249)  loss_vfl_aux_0: 0.8387 (0.8387)  loss_vfl_aux_1: 0.7921 (0.7921)  loss_vfl_aux_2: 0.7647 (0.7647)  loss_vfl_aux_3: 0.7414 (0.7414)  loss_vfl_aux_4: 0.7456 (0.7456)  loss_vfl_aux_5: 0.7797 (0.7797)  loss_vfl_dn_0: 0.4616 (0.4616)  loss_vfl_dn_1: 0.4008 (0.4008)  loss_vfl_dn_2: 0.3996 (0.3996)  loss_vfl_dn_3: 0.3920 (0.3920)  loss_vfl_dn_4: 0.3911 (0.3911)  loss_vfl_dn_5: 0.3912 (0.3912)  time: 3.4129  data: 2.9497  max mem: 5654
Epoch: [38]  [ 100/7393]  eta: 1:02:58  lr: 0.000010  loss: 16.0725 (15.8785)  loss_bbox: 0.1603 (0.1547)  loss_bbox_aux_0: 0.1752 (0.1700)  loss_bbox_aux_1: 0.1624 (0.1605)  loss_bbox_aux_2: 0.1638 (0.1585)  loss_bbox_aux_3: 0.1602 (0.1566)  loss_bbox_aux_4: 0.1608 (0.1546)  loss_bbox_aux_5: 0.2150 (0.2051)  loss_bbox_dn_0: 0.2732 (0.2715)  loss_bbox_dn_1: 0.1952 (0.2011)  loss_bbox_dn_2: 0.1717 (0.1810)  loss_bbox_dn_3: 0.1663 (0.1751)  loss_bbox_dn_4: 0.1672 (0.1738)  loss_bbox_dn_5: 0.1673 (0.1738)  loss_giou: 0.4613 (0.4765)  loss_giou_aux_0: 0.4782 (0.5007)  loss_giou_aux_1: 0.4703 (0.4870)  loss_giou_aux_2: 0.4555 (0.4818)  loss_giou_aux_3: 0.4488 (0.4792)  loss_giou_aux_4: 0.4523 (0.4772)  loss_giou_aux_5: 0.5205 (0.5640)  loss_giou_dn_0: 0.5593 (0.5814)  loss_giou_dn_1: 0.4576 (0.4751)  loss_giou_dn_2: 0.4269 (0.4463)  loss_giou_dn_3: 0.4127 (0.4383)  loss_giou_dn_4: 0.4072 (0.4364)  loss_giou_dn_5: 0.4073 (0.4365)  loss_vfl: 0.6481 (0.6691)  loss_vfl_aux_0: 0.7464 (0.7696)  loss_vfl_aux_1: 0.7146 (0.7228)  loss_vfl_aux_2: 0.6864 (0.6922)  loss_vfl_aux_3: 0.6613 (0.6783)  loss_vfl_aux_4: 0.6549 (0.6714)  loss_vfl_aux_5: 0.7192 (0.7525)  loss_vfl_dn_0: 0.4548 (0.4535)  loss_vfl_dn_1: 0.3878 (0.3883)  loss_vfl_dn_2: 0.3692 (0.3729)  loss_vfl_dn_3: 0.3614 (0.3659)  loss_vfl_dn_4: 0.3590 (0.3630)  loss_vfl_dn_5: 0.3571 (0.3622)  time: 0.4837  data: 0.0152  max mem: 5654
Epoch: [38]  [ 200/7393]  eta: 0:59:50  lr: 0.000010  loss: 16.0166 (15.9863)  loss_bbox: 0.1424 (0.1560)  loss_bbox_aux_0: 0.1551 (0.1700)  loss_bbox_aux_1: 0.1440 (0.1616)  loss_bbox_aux_2: 0.1409 (0.1591)  loss_bbox_aux_3: 0.1381 (0.1577)  loss_bbox_aux_4: 0.1448 (0.1565)  loss_bbox_aux_5: 0.1925 (0.2060)  loss_bbox_dn_0: 0.2626 (0.2743)  loss_bbox_dn_1: 0.1785 (0.2035)  loss_bbox_dn_2: 0.1589 (0.1825)  loss_bbox_dn_3: 0.1515 (0.1766)  loss_bbox_dn_4: 0.1491 (0.1753)  loss_bbox_dn_5: 0.1489 (0.1753)  loss_giou: 0.4316 (0.4743)  loss_giou_aux_0: 0.4628 (0.4991)  loss_giou_aux_1: 0.4356 (0.4853)  loss_giou_aux_2: 0.4372 (0.4797)  loss_giou_aux_3: 0.4324 (0.4765)  loss_giou_aux_4: 0.4347 (0.4753)  loss_giou_aux_5: 0.5457 (0.5638)  loss_giou_dn_0: 0.5865 (0.5832)  loss_giou_dn_1: 0.4663 (0.4765)  loss_giou_dn_2: 0.4328 (0.4468)  loss_giou_dn_3: 0.4244 (0.4387)  loss_giou_dn_4: 0.4224 (0.4368)  loss_giou_dn_5: 0.4224 (0.4371)  loss_vfl: 0.7104 (0.6814)  loss_vfl_aux_0: 0.7826 (0.7822)  loss_vfl_aux_1: 0.7616 (0.7360)  loss_vfl_aux_2: 0.7374 (0.7045)  loss_vfl_aux_3: 0.7078 (0.6906)  loss_vfl_aux_4: 0.7037 (0.6835)  loss_vfl_aux_5: 0.7834 (0.7669)  loss_vfl_dn_0: 0.4537 (0.4548)  loss_vfl_dn_1: 0.3882 (0.3900)  loss_vfl_dn_2: 0.3657 (0.3745)  loss_vfl_dn_3: 0.3623 (0.3669)  loss_vfl_dn_4: 0.3582 (0.3642)  loss_vfl_dn_5: 0.3576 (0.3633)  time: 0.4737  data: 0.0158  max mem: 5654
Epoch: [38]  [ 300/7393]  eta: 1:00:54  lr: 0.000010  loss: 15.9502 (16.0968)  loss_bbox: 0.1486 (0.1548)  loss_bbox_aux_0: 0.1479 (0.1691)  loss_bbox_aux_1: 0.1501 (0.1606)  loss_bbox_aux_2: 0.1459 (0.1576)  loss_bbox_aux_3: 0.1512 (0.1561)  loss_bbox_aux_4: 0.1484 (0.1552)  loss_bbox_aux_5: 0.1783 (0.2047)  loss_bbox_dn_0: 0.2586 (0.2715)  loss_bbox_dn_1: 0.1869 (0.2018)  loss_bbox_dn_2: 0.1660 (0.1812)  loss_bbox_dn_3: 0.1585 (0.1753)  loss_bbox_dn_4: 0.1578 (0.1740)  loss_bbox_dn_5: 0.1576 (0.1740)  loss_giou: 0.4539 (0.4833)  loss_giou_aux_0: 0.4881 (0.5086)  loss_giou_aux_1: 0.4654 (0.4944)  loss_giou_aux_2: 0.4542 (0.4885)  loss_giou_aux_3: 0.4544 (0.4856)  loss_giou_aux_4: 0.4539 (0.4839)  loss_giou_aux_5: 0.5402 (0.5734)  loss_giou_dn_0: 0.5963 (0.5904)  loss_giou_dn_1: 0.4854 (0.4838)  loss_giou_dn_2: 0.4535 (0.4543)  loss_giou_dn_3: 0.4487 (0.4461)  loss_giou_dn_4: 0.4474 (0.4442)  loss_giou_dn_5: 0.4475 (0.4444)  loss_vfl: 0.7006 (0.6847)  loss_vfl_aux_0: 0.7791 (0.7820)  loss_vfl_aux_1: 0.7381 (0.7384)  loss_vfl_aux_2: 0.7162 (0.7091)  loss_vfl_aux_3: 0.7023 (0.6941)  loss_vfl_aux_4: 0.7058 (0.6878)  loss_vfl_aux_5: 0.7365 (0.7667)  loss_vfl_dn_0: 0.4578 (0.4552)  loss_vfl_dn_1: 0.3885 (0.3907)  loss_vfl_dn_2: 0.3754 (0.3752)  loss_vfl_dn_3: 0.3656 (0.3676)  loss_vfl_dn_4: 0.3663 (0.3648)  loss_vfl_dn_5: 0.3654 (0.3639)  time: 0.4775  data: 0.0145  max mem: 5654
Epoch: [38]  [ 400/7393]  eta: 0:58:55  lr: 0.000010  loss: 16.0078 (16.0555)  loss_bbox: 0.1528 (0.1552)  loss_bbox_aux_0: 0.1670 (0.1692)  loss_bbox_aux_1: 0.1616 (0.1609)  loss_bbox_aux_2: 0.1578 (0.1579)  loss_bbox_aux_3: 0.1524 (0.1565)  loss_bbox_aux_4: 0.1538 (0.1555)  loss_bbox_aux_5: 0.2024 (0.2047)  loss_bbox_dn_0: 0.2366 (0.2708)  loss_bbox_dn_1: 0.1810 (0.2011)  loss_bbox_dn_2: 0.1615 (0.1805)  loss_bbox_dn_3: 0.1517 (0.1745)  loss_bbox_dn_4: 0.1497 (0.1732)  loss_bbox_dn_5: 0.1497 (0.1732)  loss_giou: 0.4381 (0.4834)  loss_giou_aux_0: 0.4663 (0.5080)  loss_giou_aux_1: 0.4523 (0.4940)  loss_giou_aux_2: 0.4425 (0.4882)  loss_giou_aux_3: 0.4417 (0.4855)  loss_giou_aux_4: 0.4416 (0.4839)  loss_giou_aux_5: 0.5220 (0.5727)  loss_giou_dn_0: 0.5743 (0.5891)  loss_giou_dn_1: 0.4670 (0.4825)  loss_giou_dn_2: 0.4382 (0.4530)  loss_giou_dn_3: 0.4296 (0.4446)  loss_giou_dn_4: 0.4271 (0.4427)  loss_giou_dn_5: 0.4270 (0.4429)  loss_vfl: 0.6583 (0.6792)  loss_vfl_aux_0: 0.7618 (0.7797)  loss_vfl_aux_1: 0.7253 (0.7340)  loss_vfl_aux_2: 0.6955 (0.7047)  loss_vfl_aux_3: 0.6718 (0.6886)  loss_vfl_aux_4: 0.6621 (0.6823)  loss_vfl_aux_5: 0.7565 (0.7658)  loss_vfl_dn_0: 0.4536 (0.4550)  loss_vfl_dn_1: 0.3945 (0.3909)  loss_vfl_dn_2: 0.3811 (0.3751)  loss_vfl_dn_3: 0.3709 (0.3675)  loss_vfl_dn_4: 0.3700 (0.3649)  loss_vfl_dn_5: 0.3706 (0.3642)  time: 0.4852  data: 0.0153  max mem: 5654
Epoch: [38]  [ 500/7393]  eta: 0:59:04  lr: 0.000010  loss: 15.4961 (16.0471)  loss_bbox: 0.1589 (0.1552)  loss_bbox_aux_0: 0.1652 (0.1691)  loss_bbox_aux_1: 0.1591 (0.1610)  loss_bbox_aux_2: 0.1579 (0.1579)  loss_bbox_aux_3: 0.1597 (0.1565)  loss_bbox_aux_4: 0.1636 (0.1553)  loss_bbox_aux_5: 0.2018 (0.2046)  loss_bbox_dn_0: 0.2787 (0.2708)  loss_bbox_dn_1: 0.2015 (0.2010)  loss_bbox_dn_2: 0.1901 (0.1804)  loss_bbox_dn_3: 0.1855 (0.1744)  loss_bbox_dn_4: 0.1849 (0.1730)  loss_bbox_dn_5: 0.1849 (0.1730)  loss_giou: 0.4513 (0.4837)  loss_giou_aux_0: 0.4896 (0.5081)  loss_giou_aux_1: 0.4572 (0.4939)  loss_giou_aux_2: 0.4624 (0.4882)  loss_giou_aux_3: 0.4540 (0.4857)  loss_giou_aux_4: 0.4515 (0.4841)  loss_giou_aux_5: 0.5619 (0.5729)  loss_giou_dn_0: 0.5714 (0.5894)  loss_giou_dn_1: 0.4542 (0.4823)  loss_giou_dn_2: 0.4233 (0.4528)  loss_giou_dn_3: 0.4136 (0.4445)  loss_giou_dn_4: 0.4092 (0.4425)  loss_giou_dn_5: 0.4090 (0.4427)  loss_vfl: 0.6427 (0.6775)  loss_vfl_aux_0: 0.7554 (0.7808)  loss_vfl_aux_1: 0.7009 (0.7331)  loss_vfl_aux_2: 0.6667 (0.7039)  loss_vfl_aux_3: 0.6410 (0.6872)  loss_vfl_aux_4: 0.6503 (0.6804)  loss_vfl_aux_5: 0.7312 (0.7651)  loss_vfl_dn_0: 0.4525 (0.4552)  loss_vfl_dn_1: 0.3842 (0.3908)  loss_vfl_dn_2: 0.3665 (0.3748)  loss_vfl_dn_3: 0.3557 (0.3672)  loss_vfl_dn_4: 0.3541 (0.3645)  loss_vfl_dn_5: 0.3517 (0.3638)  time: 0.4710  data: 0.0141  max mem: 5654
Epoch: [38]  [ 600/7393]  eta: 0:57:28  lr: 0.000010  loss: 16.1631 (16.0342)  loss_bbox: 0.1526 (0.1561)  loss_bbox_aux_0: 0.1587 (0.1692)  loss_bbox_aux_1: 0.1552 (0.1612)  loss_bbox_aux_2: 0.1598 (0.1584)  loss_bbox_aux_3: 0.1489 (0.1573)  loss_bbox_aux_4: 0.1505 (0.1562)  loss_bbox_aux_5: 0.1982 (0.2054)  loss_bbox_dn_0: 0.2495 (0.2732)  loss_bbox_dn_1: 0.1743 (0.2024)  loss_bbox_dn_2: 0.1661 (0.1815)  loss_bbox_dn_3: 0.1562 (0.1754)  loss_bbox_dn_4: 0.1573 (0.1740)  loss_bbox_dn_5: 0.1573 (0.1740)  loss_giou: 0.4811 (0.4813)  loss_giou_aux_0: 0.5183 (0.5054)  loss_giou_aux_1: 0.4969 (0.4909)  loss_giou_aux_2: 0.4915 (0.4855)  loss_giou_aux_3: 0.4849 (0.4830)  loss_giou_aux_4: 0.4852 (0.4816)  loss_giou_aux_5: 0.5949 (0.5706)  loss_giou_dn_0: 0.5949 (0.5885)  loss_giou_dn_1: 0.4912 (0.4815)  loss_giou_dn_2: 0.4656 (0.4519)  loss_giou_dn_3: 0.4597 (0.4435)  loss_giou_dn_4: 0.4585 (0.4416)  loss_giou_dn_5: 0.4586 (0.4418)  loss_vfl: 0.6366 (0.6764)  loss_vfl_aux_0: 0.7472 (0.7829)  loss_vfl_aux_1: 0.6896 (0.7335)  loss_vfl_aux_2: 0.6607 (0.7035)  loss_vfl_aux_3: 0.6551 (0.6865)  loss_vfl_aux_4: 0.6430 (0.6793)  loss_vfl_aux_5: 0.7224 (0.7656)  loss_vfl_dn_0: 0.4495 (0.4550)  loss_vfl_dn_1: 0.3884 (0.3907)  loss_vfl_dn_2: 0.3736 (0.3747)  loss_vfl_dn_3: 0.3664 (0.3670)  loss_vfl_dn_4: 0.3639 (0.3643)  loss_vfl_dn_5: 0.3633 (0.3636)  time: 0.4728  data: 0.0137  max mem: 5654
Epoch: [38]  [ 700/7393]  eta: 0:56:12  lr: 0.000010  loss: 16.0093 (16.0293)  loss_bbox: 0.1408 (0.1558)  loss_bbox_aux_0: 0.1577 (0.1686)  loss_bbox_aux_1: 0.1547 (0.1610)  loss_bbox_aux_2: 0.1509 (0.1581)  loss_bbox_aux_3: 0.1409 (0.1569)  loss_bbox_aux_4: 0.1399 (0.1559)  loss_bbox_aux_5: 0.1995 (0.2048)  loss_bbox_dn_0: 0.2607 (0.2730)  loss_bbox_dn_1: 0.1983 (0.2020)  loss_bbox_dn_2: 0.1811 (0.1810)  loss_bbox_dn_3: 0.1731 (0.1748)  loss_bbox_dn_4: 0.1697 (0.1734)  loss_bbox_dn_5: 0.1691 (0.1734)  loss_giou: 0.4651 (0.4807)  loss_giou_aux_0: 0.4935 (0.5048)  loss_giou_aux_1: 0.4838 (0.4908)  loss_giou_aux_2: 0.4750 (0.4850)  loss_giou_aux_3: 0.4632 (0.4824)  loss_giou_aux_4: 0.4665 (0.4811)  loss_giou_aux_5: 0.5478 (0.5702)  loss_giou_dn_0: 0.5762 (0.5885)  loss_giou_dn_1: 0.4607 (0.4813)  loss_giou_dn_2: 0.4371 (0.4516)  loss_giou_dn_3: 0.4251 (0.4433)  loss_giou_dn_4: 0.4234 (0.4414)  loss_giou_dn_5: 0.4237 (0.4416)  loss_vfl: 0.6860 (0.6765)  loss_vfl_aux_0: 0.8056 (0.7845)  loss_vfl_aux_1: 0.7476 (0.7339)  loss_vfl_aux_2: 0.6832 (0.7042)  loss_vfl_aux_3: 0.7019 (0.6871)  loss_vfl_aux_4: 0.6893 (0.6795)  loss_vfl_aux_5: 0.7850 (0.7674)  loss_vfl_dn_0: 0.4510 (0.4552)  loss_vfl_dn_1: 0.3938 (0.3906)  loss_vfl_dn_2: 0.3748 (0.3746)  loss_vfl_dn_3: 0.3679 (0.3669)  loss_vfl_dn_4: 0.3637 (0.3642)  loss_vfl_dn_5: 0.3639 (0.3635)  time: 0.4974  data: 0.0140  max mem: 5654
Epoch: [38]  [ 800/7393]  eta: 0:55:04  lr: 0.000010  loss: 15.7910 (16.0160)  loss_bbox: 0.1412 (0.1556)  loss_bbox_aux_0: 0.1663 (0.1687)  loss_bbox_aux_1: 0.1471 (0.1608)  loss_bbox_aux_2: 0.1425 (0.1579)  loss_bbox_aux_3: 0.1386 (0.1568)  loss_bbox_aux_4: 0.1400 (0.1559)  loss_bbox_aux_5: 0.2003 (0.2054)  loss_bbox_dn_0: 0.2720 (0.2743)  loss_bbox_dn_1: 0.2060 (0.2030)  loss_bbox_dn_2: 0.1846 (0.1818)  loss_bbox_dn_3: 0.1783 (0.1755)  loss_bbox_dn_4: 0.1759 (0.1741)  loss_bbox_dn_5: 0.1759 (0.1741)  loss_giou: 0.4452 (0.4779)  loss_giou_aux_0: 0.4716 (0.5020)  loss_giou_aux_1: 0.4718 (0.4879)  loss_giou_aux_2: 0.4554 (0.4820)  loss_giou_aux_3: 0.4542 (0.4796)  loss_giou_aux_4: 0.4492 (0.4784)  loss_giou_aux_5: 0.5394 (0.5677)  loss_giou_dn_0: 0.5640 (0.5869)  loss_giou_dn_1: 0.4620 (0.4798)  loss_giou_dn_2: 0.4292 (0.4501)  loss_giou_dn_3: 0.4177 (0.4417)  loss_giou_dn_4: 0.4153 (0.4398)  loss_giou_dn_5: 0.4154 (0.4400)  loss_vfl: 0.7119 (0.6778)  loss_vfl_aux_0: 0.8028 (0.7869)  loss_vfl_aux_1: 0.7551 (0.7361)  loss_vfl_aux_2: 0.7170 (0.7059)  loss_vfl_aux_3: 0.7138 (0.6883)  loss_vfl_aux_4: 0.6952 (0.6807)  loss_vfl_aux_5: 0.8030 (0.7693)  loss_vfl_dn_0: 0.4518 (0.4551)  loss_vfl_dn_1: 0.3891 (0.3904)  loss_vfl_dn_2: 0.3712 (0.3742)  loss_vfl_dn_3: 0.3634 (0.3666)  loss_vfl_dn_4: 0.3616 (0.3639)  loss_vfl_dn_5: 0.3604 (0.3631)  time: 0.4870  data: 0.0144  max mem: 5654
Epoch: [38]  [ 900/7393]  eta: 0:54:02  lr: 0.000010  loss: 15.9218 (16.0050)  loss_bbox: 0.1586 (0.1563)  loss_bbox_aux_0: 0.1583 (0.1693)  loss_bbox_aux_1: 0.1634 (0.1614)  loss_bbox_aux_2: 0.1583 (0.1584)  loss_bbox_aux_3: 0.1483 (0.1572)  loss_bbox_aux_4: 0.1554 (0.1564)  loss_bbox_aux_5: 0.2028 (0.2061)  loss_bbox_dn_0: 0.2752 (0.2749)  loss_bbox_dn_1: 0.2032 (0.2034)  loss_bbox_dn_2: 0.1947 (0.1823)  loss_bbox_dn_3: 0.1857 (0.1760)  loss_bbox_dn_4: 0.1821 (0.1745)  loss_bbox_dn_5: 0.1820 (0.1745)  loss_giou: 0.4311 (0.4771)  loss_giou_aux_0: 0.4579 (0.5013)  loss_giou_aux_1: 0.4545 (0.4873)  loss_giou_aux_2: 0.4339 (0.4813)  loss_giou_aux_3: 0.4261 (0.4786)  loss_giou_aux_4: 0.4284 (0.4775)  loss_giou_aux_5: 0.5367 (0.5670)  loss_giou_dn_0: 0.5515 (0.5860)  loss_giou_dn_1: 0.4401 (0.4787)  loss_giou_dn_2: 0.4129 (0.4490)  loss_giou_dn_3: 0.4029 (0.4407)  loss_giou_dn_4: 0.3989 (0.4387)  loss_giou_dn_5: 0.3993 (0.4389)  loss_vfl: 0.6820 (0.6770)  loss_vfl_aux_0: 0.8185 (0.7865)  loss_vfl_aux_1: 0.7622 (0.7352)  loss_vfl_aux_2: 0.7132 (0.7048)  loss_vfl_aux_3: 0.7118 (0.6878)  loss_vfl_aux_4: 0.6975 (0.6800)  loss_vfl_aux_5: 0.7866 (0.7689)  loss_vfl_dn_0: 0.4528 (0.4550)  loss_vfl_dn_1: 0.3856 (0.3901)  loss_vfl_dn_2: 0.3682 (0.3740)  loss_vfl_dn_3: 0.3567 (0.3663)  loss_vfl_dn_4: 0.3560 (0.3637)  loss_vfl_dn_5: 0.3556 (0.3629)  time: 0.4775  data: 0.0139  max mem: 5654
Epoch: [38]  [1000/7393]  eta: 0:52:55  lr: 0.000010  loss: 16.5045 (16.0173)  loss_bbox: 0.1548 (0.1563)  loss_bbox_aux_0: 0.1801 (0.1694)  loss_bbox_aux_1: 0.1613 (0.1612)  loss_bbox_aux_2: 0.1544 (0.1583)  loss_bbox_aux_3: 0.1568 (0.1571)  loss_bbox_aux_4: 0.1575 (0.1563)  loss_bbox_aux_5: 0.2255 (0.2062)  loss_bbox_dn_0: 0.2812 (0.2753)  loss_bbox_dn_1: 0.2084 (0.2037)  loss_bbox_dn_2: 0.1912 (0.1825)  loss_bbox_dn_3: 0.1866 (0.1762)  loss_bbox_dn_4: 0.1869 (0.1747)  loss_bbox_dn_5: 0.1869 (0.1747)  loss_giou: 0.5016 (0.4758)  loss_giou_aux_0: 0.5068 (0.5002)  loss_giou_aux_1: 0.5058 (0.4858)  loss_giou_aux_2: 0.5048 (0.4800)  loss_giou_aux_3: 0.4970 (0.4773)  loss_giou_aux_4: 0.4921 (0.4761)  loss_giou_aux_5: 0.5894 (0.5660)  loss_giou_dn_0: 0.6090 (0.5859)  loss_giou_dn_1: 0.4984 (0.4785)  loss_giou_dn_2: 0.4702 (0.4489)  loss_giou_dn_3: 0.4635 (0.4405)  loss_giou_dn_4: 0.4620 (0.4385)  loss_giou_dn_5: 0.4619 (0.4387)  loss_vfl: 0.6817 (0.6797)  loss_vfl_aux_0: 0.7869 (0.7888)  loss_vfl_aux_1: 0.7428 (0.7382)  loss_vfl_aux_2: 0.7089 (0.7077)  loss_vfl_aux_3: 0.6938 (0.6906)  loss_vfl_aux_4: 0.6944 (0.6829)  loss_vfl_aux_5: 0.7498 (0.7708)  loss_vfl_dn_0: 0.4573 (0.4555)  loss_vfl_dn_1: 0.3956 (0.3905)  loss_vfl_dn_2: 0.3815 (0.3743)  loss_vfl_dn_3: 0.3726 (0.3668)  loss_vfl_dn_4: 0.3678 (0.3641)  loss_vfl_dn_5: 0.3650 (0.3633)  time: 0.4661  data: 0.0140  max mem: 5654
Epoch: [38]  [1100/7393]  eta: 0:51:55  lr: 0.000010  loss: 16.0151 (16.0171)  loss_bbox: 0.1547 (0.1557)  loss_bbox_aux_0: 0.1771 (0.1689)  loss_bbox_aux_1: 0.1555 (0.1607)  loss_bbox_aux_2: 0.1545 (0.1578)  loss_bbox_aux_3: 0.1525 (0.1566)  loss_bbox_aux_4: 0.1526 (0.1557)  loss_bbox_aux_5: 0.1937 (0.2059)  loss_bbox_dn_0: 0.2465 (0.2744)  loss_bbox_dn_1: 0.1950 (0.2032)  loss_bbox_dn_2: 0.1735 (0.1820)  loss_bbox_dn_3: 0.1668 (0.1756)  loss_bbox_dn_4: 0.1661 (0.1742)  loss_bbox_dn_5: 0.1660 (0.1742)  loss_giou: 0.4683 (0.4757)  loss_giou_aux_0: 0.5042 (0.5002)  loss_giou_aux_1: 0.4790 (0.4857)  loss_giou_aux_2: 0.4633 (0.4800)  loss_giou_aux_3: 0.4594 (0.4772)  loss_giou_aux_4: 0.4633 (0.4760)  loss_giou_aux_5: 0.5519 (0.5661)  loss_giou_dn_0: 0.5910 (0.5858)  loss_giou_dn_1: 0.4775 (0.4785)  loss_giou_dn_2: 0.4402 (0.4489)  loss_giou_dn_3: 0.4318 (0.4406)  loss_giou_dn_4: 0.4273 (0.4386)  loss_giou_dn_5: 0.4273 (0.4388)  loss_vfl: 0.6577 (0.6804)  loss_vfl_aux_0: 0.7909 (0.7901)  loss_vfl_aux_1: 0.7427 (0.7398)  loss_vfl_aux_2: 0.6758 (0.7084)  loss_vfl_aux_3: 0.6632 (0.6917)  loss_vfl_aux_4: 0.6595 (0.6838)  loss_vfl_aux_5: 0.7677 (0.7716)  loss_vfl_dn_0: 0.4533 (0.4555)  loss_vfl_dn_1: 0.3957 (0.3905)  loss_vfl_dn_2: 0.3782 (0.3743)  loss_vfl_dn_3: 0.3719 (0.3667)  loss_vfl_dn_4: 0.3681 (0.3640)  loss_vfl_dn_5: 0.3670 (0.3632)  time: 0.4836  data: 0.0140  max mem: 5654
Epoch: [38]  [1200/7393]  eta: 0:50:57  lr: 0.000010  loss: 16.1461 (16.0322)  loss_bbox: 0.1770 (0.1562)  loss_bbox_aux_0: 0.1927 (0.1694)  loss_bbox_aux_1: 0.1782 (0.1610)  loss_bbox_aux_2: 0.1762 (0.1581)  loss_bbox_aux_3: 0.1692 (0.1570)  loss_bbox_aux_4: 0.1764 (0.1562)  loss_bbox_aux_5: 0.2332 (0.2065)  loss_bbox_dn_0: 0.2904 (0.2744)  loss_bbox_dn_1: 0.2138 (0.2032)  loss_bbox_dn_2: 0.2034 (0.1822)  loss_bbox_dn_3: 0.1989 (0.1759)  loss_bbox_dn_4: 0.1975 (0.1745)  loss_bbox_dn_5: 0.1974 (0.1745)  loss_giou: 0.4516 (0.4767)  loss_giou_aux_0: 0.4857 (0.5013)  loss_giou_aux_1: 0.4637 (0.4866)  loss_giou_aux_2: 0.4538 (0.4809)  loss_giou_aux_3: 0.4581 (0.4782)  loss_giou_aux_4: 0.4538 (0.4770)  loss_giou_aux_5: 0.5426 (0.5672)  loss_giou_dn_0: 0.5841 (0.5864)  loss_giou_dn_1: 0.4744 (0.4791)  loss_giou_dn_2: 0.4439 (0.4496)  loss_giou_dn_3: 0.4380 (0.4413)  loss_giou_dn_4: 0.4345 (0.4393)  loss_giou_dn_5: 0.4346 (0.4395)  loss_vfl: 0.6478 (0.6802)  loss_vfl_aux_0: 0.7614 (0.7898)  loss_vfl_aux_1: 0.7122 (0.7399)  loss_vfl_aux_2: 0.6922 (0.7086)  loss_vfl_aux_3: 0.6560 (0.6915)  loss_vfl_aux_4: 0.6571 (0.6838)  loss_vfl_aux_5: 0.7663 (0.7712)  loss_vfl_dn_0: 0.4595 (0.4558)  loss_vfl_dn_1: 0.3925 (0.3906)  loss_vfl_dn_2: 0.3733 (0.3744)  loss_vfl_dn_3: 0.3668 (0.3669)  loss_vfl_dn_4: 0.3629 (0.3642)  loss_vfl_dn_5: 0.3633 (0.3634)  time: 0.4803  data: 0.0137  max mem: 5654
Epoch: [38]  [1300/7393]  eta: 0:50:01  lr: 0.000010  loss: 15.7854 (16.0235)  loss_bbox: 0.1489 (0.1564)  loss_bbox_aux_0: 0.1596 (0.1693)  loss_bbox_aux_1: 0.1528 (0.1611)  loss_bbox_aux_2: 0.1504 (0.1583)  loss_bbox_aux_3: 0.1511 (0.1571)  loss_bbox_aux_4: 0.1491 (0.1563)  loss_bbox_aux_5: 0.1960 (0.2067)  loss_bbox_dn_0: 0.2712 (0.2745)  loss_bbox_dn_1: 0.1936 (0.2032)  loss_bbox_dn_2: 0.1753 (0.1822)  loss_bbox_dn_3: 0.1700 (0.1759)  loss_bbox_dn_4: 0.1689 (0.1745)  loss_bbox_dn_5: 0.1689 (0.1745)  loss_giou: 0.4748 (0.4760)  loss_giou_aux_0: 0.4795 (0.5003)  loss_giou_aux_1: 0.4784 (0.4857)  loss_giou_aux_2: 0.4820 (0.4801)  loss_giou_aux_3: 0.4793 (0.4774)  loss_giou_aux_4: 0.4746 (0.4762)  loss_giou_aux_5: 0.5392 (0.5664)  loss_giou_dn_0: 0.5977 (0.5861)  loss_giou_dn_1: 0.4841 (0.4787)  loss_giou_dn_2: 0.4593 (0.4491)  loss_giou_dn_3: 0.4494 (0.4408)  loss_giou_dn_4: 0.4474 (0.4388)  loss_giou_dn_5: 0.4472 (0.4390)  loss_vfl: 0.6587 (0.6797)  loss_vfl_aux_0: 0.7863 (0.7900)  loss_vfl_aux_1: 0.7328 (0.7397)  loss_vfl_aux_2: 0.7005 (0.7083)  loss_vfl_aux_3: 0.6769 (0.6913)  loss_vfl_aux_4: 0.6689 (0.6833)  loss_vfl_aux_5: 0.7577 (0.7714)  loss_vfl_dn_0: 0.4567 (0.4559)  loss_vfl_dn_1: 0.3907 (0.3906)  loss_vfl_dn_2: 0.3742 (0.3744)  loss_vfl_dn_3: 0.3687 (0.3668)  loss_vfl_dn_4: 0.3663 (0.3642)  loss_vfl_dn_5: 0.3657 (0.3634)  time: 0.4754  data: 0.0138  max mem: 5654
Epoch: [38]  [1400/7393]  eta: 0:49:06  lr: 0.000010  loss: 15.9628 (16.0139)  loss_bbox: 0.1522 (0.1561)  loss_bbox_aux_0: 0.1626 (0.1692)  loss_bbox_aux_1: 0.1545 (0.1610)  loss_bbox_aux_2: 0.1532 (0.1581)  loss_bbox_aux_3: 0.1504 (0.1570)  loss_bbox_aux_4: 0.1526 (0.1562)  loss_bbox_aux_5: 0.1958 (0.2065)  loss_bbox_dn_0: 0.2625 (0.2746)  loss_bbox_dn_1: 0.1887 (0.2034)  loss_bbox_dn_2: 0.1758 (0.1823)  loss_bbox_dn_3: 0.1725 (0.1760)  loss_bbox_dn_4: 0.1694 (0.1745)  loss_bbox_dn_5: 0.1693 (0.1745)  loss_giou: 0.5039 (0.4756)  loss_giou_aux_0: 0.5223 (0.5000)  loss_giou_aux_1: 0.5190 (0.4855)  loss_giou_aux_2: 0.5045 (0.4799)  loss_giou_aux_3: 0.5141 (0.4771)  loss_giou_aux_4: 0.5079 (0.4759)  loss_giou_aux_5: 0.6162 (0.5660)  loss_giou_dn_0: 0.6028 (0.5860)  loss_giou_dn_1: 0.4981 (0.4786)  loss_giou_dn_2: 0.4704 (0.4490)  loss_giou_dn_3: 0.4600 (0.4406)  loss_giou_dn_4: 0.4584 (0.4386)  loss_giou_dn_5: 0.4580 (0.4388)  loss_vfl: 0.6748 (0.6791)  loss_vfl_aux_0: 0.7662 (0.7893)  loss_vfl_aux_1: 0.7327 (0.7389)  loss_vfl_aux_2: 0.6971 (0.7075)  loss_vfl_aux_3: 0.6760 (0.6904)  loss_vfl_aux_4: 0.6704 (0.6825)  loss_vfl_aux_5: 0.7581 (0.7706)  loss_vfl_dn_0: 0.4535 (0.4558)  loss_vfl_dn_1: 0.3895 (0.3904)  loss_vfl_dn_2: 0.3718 (0.3743)  loss_vfl_dn_3: 0.3613 (0.3667)  loss_vfl_dn_4: 0.3602 (0.3640)  loss_vfl_dn_5: 0.3593 (0.3632)  time: 0.4767  data: 0.0147  max mem: 5654
Epoch: [38]  [1500/7393]  eta: 0:48:12  lr: 0.000010  loss: 16.4575 (16.0151)  loss_bbox: 0.1484 (0.1561)  loss_bbox_aux_0: 0.1643 (0.1690)  loss_bbox_aux_1: 0.1530 (0.1609)  loss_bbox_aux_2: 0.1473 (0.1580)  loss_bbox_aux_3: 0.1480 (0.1569)  loss_bbox_aux_4: 0.1484 (0.1561)  loss_bbox_aux_5: 0.2041 (0.2065)  loss_bbox_dn_0: 0.2547 (0.2742)  loss_bbox_dn_1: 0.1879 (0.2033)  loss_bbox_dn_2: 0.1710 (0.1822)  loss_bbox_dn_3: 0.1666 (0.1759)  loss_bbox_dn_4: 0.1649 (0.1745)  loss_bbox_dn_5: 0.1650 (0.1745)  loss_giou: 0.4622 (0.4755)  loss_giou_aux_0: 0.4840 (0.4999)  loss_giou_aux_1: 0.4646 (0.4855)  loss_giou_aux_2: 0.4670 (0.4797)  loss_giou_aux_3: 0.4580 (0.4770)  loss_giou_aux_4: 0.4615 (0.4758)  loss_giou_aux_5: 0.5586 (0.5662)  loss_giou_dn_0: 0.5914 (0.5858)  loss_giou_dn_1: 0.4936 (0.4787)  loss_giou_dn_2: 0.4659 (0.4491)  loss_giou_dn_3: 0.4592 (0.4408)  loss_giou_dn_4: 0.4579 (0.4388)  loss_giou_dn_5: 0.4576 (0.4390)  loss_vfl: 0.7108 (0.6796)  loss_vfl_aux_0: 0.8184 (0.7896)  loss_vfl_aux_1: 0.7683 (0.7391)  loss_vfl_aux_2: 0.7466 (0.7081)  loss_vfl_aux_3: 0.7245 (0.6908)  loss_vfl_aux_4: 0.7173 (0.6830)  loss_vfl_aux_5: 0.7782 (0.7706)  loss_vfl_dn_0: 0.4584 (0.4557)  loss_vfl_dn_1: 0.3950 (0.3904)  loss_vfl_dn_2: 0.3813 (0.3743)  loss_vfl_dn_3: 0.3710 (0.3667)  loss_vfl_dn_4: 0.3682 (0.3641)  loss_vfl_dn_5: 0.3657 (0.3633)  time: 0.4752  data: 0.0146  max mem: 5654
Epoch: [38]  [1600/7393]  eta: 0:47:18  lr: 0.000010  loss: 16.0848 (16.0187)  loss_bbox: 0.1320 (0.1559)  loss_bbox_aux_0: 0.1535 (0.1688)  loss_bbox_aux_1: 0.1407 (0.1606)  loss_bbox_aux_2: 0.1332 (0.1577)  loss_bbox_aux_3: 0.1422 (0.1567)  loss_bbox_aux_4: 0.1401 (0.1559)  loss_bbox_aux_5: 0.1910 (0.2064)  loss_bbox_dn_0: 0.2367 (0.2742)  loss_bbox_dn_1: 0.1581 (0.2032)  loss_bbox_dn_2: 0.1494 (0.1821)  loss_bbox_dn_3: 0.1396 (0.1758)  loss_bbox_dn_4: 0.1385 (0.1744)  loss_bbox_dn_5: 0.1385 (0.1744)  loss_giou: 0.5183 (0.4762)  loss_giou_aux_0: 0.5467 (0.5004)  loss_giou_aux_1: 0.5234 (0.4862)  loss_giou_aux_2: 0.5065 (0.4802)  loss_giou_aux_3: 0.5109 (0.4776)  loss_giou_aux_4: 0.5120 (0.4764)  loss_giou_aux_5: 0.6230 (0.5667)  loss_giou_dn_0: 0.6247 (0.5860)  loss_giou_dn_1: 0.5039 (0.4790)  loss_giou_dn_2: 0.4739 (0.4494)  loss_giou_dn_3: 0.4676 (0.4411)  loss_giou_dn_4: 0.4664 (0.4391)  loss_giou_dn_5: 0.4664 (0.4393)  loss_vfl: 0.6144 (0.6797)  loss_vfl_aux_0: 0.7384 (0.7894)  loss_vfl_aux_1: 0.6982 (0.7390)  loss_vfl_aux_2: 0.6509 (0.7082)  loss_vfl_aux_3: 0.6306 (0.6911)  loss_vfl_aux_4: 0.6160 (0.6832)  loss_vfl_aux_5: 0.7075 (0.7703)  loss_vfl_dn_0: 0.4475 (0.4556)  loss_vfl_dn_1: 0.3908 (0.3903)  loss_vfl_dn_2: 0.3791 (0.3743)  loss_vfl_dn_3: 0.3721 (0.3667)  loss_vfl_dn_4: 0.3692 (0.3640)  loss_vfl_dn_5: 0.3689 (0.3632)  time: 0.4871  data: 0.0141  max mem: 5654
Epoch: [38]  [1700/7393]  eta: 0:46:26  lr: 0.000010  loss: 16.0869 (16.0130)  loss_bbox: 0.1361 (0.1555)  loss_bbox_aux_0: 0.1489 (0.1685)  loss_bbox_aux_1: 0.1427 (0.1602)  loss_bbox_aux_2: 0.1382 (0.1573)  loss_bbox_aux_3: 0.1363 (0.1563)  loss_bbox_aux_4: 0.1340 (0.1556)  loss_bbox_aux_5: 0.1824 (0.2059)  loss_bbox_dn_0: 0.2361 (0.2735)  loss_bbox_dn_1: 0.1690 (0.2027)  loss_bbox_dn_2: 0.1525 (0.1816)  loss_bbox_dn_3: 0.1480 (0.1753)  loss_bbox_dn_4: 0.1464 (0.1738)  loss_bbox_dn_5: 0.1463 (0.1738)  loss_giou: 0.4767 (0.4765)  loss_giou_aux_0: 0.5129 (0.5007)  loss_giou_aux_1: 0.4972 (0.4864)  loss_giou_aux_2: 0.4746 (0.4805)  loss_giou_aux_3: 0.4818 (0.4780)  loss_giou_aux_4: 0.4748 (0.4767)  loss_giou_aux_5: 0.5842 (0.5670)  loss_giou_dn_0: 0.5988 (0.5860)  loss_giou_dn_1: 0.4836 (0.4790)  loss_giou_dn_2: 0.4468 (0.4494)  loss_giou_dn_3: 0.4381 (0.4411)  loss_giou_dn_4: 0.4356 (0.4391)  loss_giou_dn_5: 0.4355 (0.4392)  loss_vfl: 0.6900 (0.6798)  loss_vfl_aux_0: 0.7862 (0.7889)  loss_vfl_aux_1: 0.7387 (0.7385)  loss_vfl_aux_2: 0.6993 (0.7081)  loss_vfl_aux_3: 0.6968 (0.6910)  loss_vfl_aux_4: 0.6900 (0.6832)  loss_vfl_aux_5: 0.7713 (0.7698)  loss_vfl_dn_0: 0.4537 (0.4556)  loss_vfl_dn_1: 0.3967 (0.3903)  loss_vfl_dn_2: 0.3807 (0.3742)  loss_vfl_dn_3: 0.3727 (0.3666)  loss_vfl_dn_4: 0.3652 (0.3640)  loss_vfl_dn_5: 0.3648 (0.3632)  time: 0.4806  data: 0.0141  max mem: 5654
Epoch: [38]  [1800/7393]  eta: 0:45:35  lr: 0.000010  loss: 15.6356 (16.0152)  loss_bbox: 0.1384 (0.1556)  loss_bbox_aux_0: 0.1510 (0.1686)  loss_bbox_aux_1: 0.1462 (0.1604)  loss_bbox_aux_2: 0.1394 (0.1574)  loss_bbox_aux_3: 0.1412 (0.1564)  loss_bbox_aux_4: 0.1386 (0.1556)  loss_bbox_aux_5: 0.2007 (0.2062)  loss_bbox_dn_0: 0.2534 (0.2741)  loss_bbox_dn_1: 0.1842 (0.2032)  loss_bbox_dn_2: 0.1630 (0.1821)  loss_bbox_dn_3: 0.1585 (0.1758)  loss_bbox_dn_4: 0.1582 (0.1743)  loss_bbox_dn_5: 0.1583 (0.1743)  loss_giou: 0.4238 (0.4756)  loss_giou_aux_0: 0.4633 (0.4997)  loss_giou_aux_1: 0.4338 (0.4855)  loss_giou_aux_2: 0.4217 (0.4796)  loss_giou_aux_3: 0.4189 (0.4770)  loss_giou_aux_4: 0.4249 (0.4758)  loss_giou_aux_5: 0.5290 (0.5660)  loss_giou_dn_0: 0.5564 (0.5857)  loss_giou_dn_1: 0.4515 (0.4788)  loss_giou_dn_2: 0.4225 (0.4491)  loss_giou_dn_3: 0.4154 (0.4407)  loss_giou_dn_4: 0.4129 (0.4387)  loss_giou_dn_5: 0.4129 (0.4389)  loss_vfl: 0.6915 (0.6806)  loss_vfl_aux_0: 0.8561 (0.7899)  loss_vfl_aux_1: 0.7699 (0.7393)  loss_vfl_aux_2: 0.7609 (0.7091)  loss_vfl_aux_3: 0.7123 (0.6919)  loss_vfl_aux_4: 0.7000 (0.6841)  loss_vfl_aux_5: 0.7891 (0.7708)  loss_vfl_dn_0: 0.4576 (0.4556)  loss_vfl_dn_1: 0.3950 (0.3903)  loss_vfl_dn_2: 0.3762 (0.3743)  loss_vfl_dn_3: 0.3671 (0.3667)  loss_vfl_dn_4: 0.3658 (0.3641)  loss_vfl_dn_5: 0.3649 (0.3633)  time: 0.4846  data: 0.0137  max mem: 5654
Epoch: [38]  [1900/7393]  eta: 0:44:43  lr: 0.000010  loss: 16.7807 (16.0225)  loss_bbox: 0.1403 (0.1557)  loss_bbox_aux_0: 0.1544 (0.1687)  loss_bbox_aux_1: 0.1432 (0.1605)  loss_bbox_aux_2: 0.1422 (0.1575)  loss_bbox_aux_3: 0.1390 (0.1564)  loss_bbox_aux_4: 0.1391 (0.1557)  loss_bbox_aux_5: 0.1947 (0.2063)  loss_bbox_dn_0: 0.2466 (0.2741)  loss_bbox_dn_1: 0.1869 (0.2032)  loss_bbox_dn_2: 0.1682 (0.1821)  loss_bbox_dn_3: 0.1656 (0.1758)  loss_bbox_dn_4: 0.1641 (0.1744)  loss_bbox_dn_5: 0.1635 (0.1744)  loss_giou: 0.5392 (0.4763)  loss_giou_aux_0: 0.5551 (0.5005)  loss_giou_aux_1: 0.5508 (0.4862)  loss_giou_aux_2: 0.5413 (0.4802)  loss_giou_aux_3: 0.5358 (0.4776)  loss_giou_aux_4: 0.5379 (0.4765)  loss_giou_aux_5: 0.6279 (0.5668)  loss_giou_dn_0: 0.6234 (0.5860)  loss_giou_dn_1: 0.5255 (0.4792)  loss_giou_dn_2: 0.4954 (0.4496)  loss_giou_dn_3: 0.4874 (0.4412)  loss_giou_dn_4: 0.4846 (0.4392)  loss_giou_dn_5: 0.4842 (0.4394)  loss_vfl: 0.6590 (0.6804)  loss_vfl_aux_0: 0.7578 (0.7896)  loss_vfl_aux_1: 0.7003 (0.7390)  loss_vfl_aux_2: 0.6830 (0.7089)  loss_vfl_aux_3: 0.6606 (0.6919)  loss_vfl_aux_4: 0.6575 (0.6839)  loss_vfl_aux_5: 0.7313 (0.7707)  loss_vfl_dn_0: 0.4547 (0.4556)  loss_vfl_dn_1: 0.3924 (0.3903)  loss_vfl_dn_2: 0.3775 (0.3743)  loss_vfl_dn_3: 0.3727 (0.3667)  loss_vfl_dn_4: 0.3687 (0.3641)  loss_vfl_dn_5: 0.3681 (0.3633)  time: 0.4813  data: 0.0140  max mem: 5654
Epoch: [38]  [2000/7393]  eta: 0:43:52  lr: 0.000010  loss: 15.7553 (16.0253)  loss_bbox: 0.1441 (0.1557)  loss_bbox_aux_0: 0.1581 (0.1687)  loss_bbox_aux_1: 0.1489 (0.1606)  loss_bbox_aux_2: 0.1434 (0.1576)  loss_bbox_aux_3: 0.1454 (0.1564)  loss_bbox_aux_4: 0.1461 (0.1558)  loss_bbox_aux_5: 0.1904 (0.2063)  loss_bbox_dn_0: 0.2342 (0.2740)  loss_bbox_dn_1: 0.1618 (0.2032)  loss_bbox_dn_2: 0.1465 (0.1821)  loss_bbox_dn_3: 0.1407 (0.1758)  loss_bbox_dn_4: 0.1396 (0.1744)  loss_bbox_dn_5: 0.1396 (0.1744)  loss_giou: 0.4635 (0.4765)  loss_giou_aux_0: 0.4770 (0.5007)  loss_giou_aux_1: 0.4722 (0.4864)  loss_giou_aux_2: 0.4602 (0.4805)  loss_giou_aux_3: 0.4662 (0.4778)  loss_giou_aux_4: 0.4526 (0.4767)  loss_giou_aux_5: 0.5398 (0.5669)  loss_giou_dn_0: 0.5508 (0.5860)  loss_giou_dn_1: 0.4505 (0.4793)  loss_giou_dn_2: 0.4261 (0.4497)  loss_giou_dn_3: 0.4170 (0.4413)  loss_giou_dn_4: 0.4151 (0.4393)  loss_giou_dn_5: 0.4150 (0.4395)  loss_vfl: 0.6541 (0.6805)  loss_vfl_aux_0: 0.7553 (0.7900)  loss_vfl_aux_1: 0.6932 (0.7391)  loss_vfl_aux_2: 0.6851 (0.7088)  loss_vfl_aux_3: 0.6773 (0.6921)  loss_vfl_aux_4: 0.6663 (0.6840)  loss_vfl_aux_5: 0.7579 (0.7710)  loss_vfl_dn_0: 0.4560 (0.4557)  loss_vfl_dn_1: 0.3884 (0.3903)  loss_vfl_dn_2: 0.3730 (0.3743)  loss_vfl_dn_3: 0.3599 (0.3667)  loss_vfl_dn_4: 0.3574 (0.3640)  loss_vfl_dn_5: 0.3567 (0.3633)  time: 0.4887  data: 0.0136  max mem: 5654
Epoch: [38]  [2100/7393]  eta: 0:43:02  lr: 0.000010  loss: 16.3646 (16.0265)  loss_bbox: 0.1539 (0.1556)  loss_bbox_aux_0: 0.1624 (0.1685)  loss_bbox_aux_1: 0.1582 (0.1604)  loss_bbox_aux_2: 0.1600 (0.1574)  loss_bbox_aux_3: 0.1568 (0.1562)  loss_bbox_aux_4: 0.1540 (0.1556)  loss_bbox_aux_5: 0.1971 (0.2062)  loss_bbox_dn_0: 0.2782 (0.2738)  loss_bbox_dn_1: 0.1935 (0.2029)  loss_bbox_dn_2: 0.1694 (0.1820)  loss_bbox_dn_3: 0.1640 (0.1757)  loss_bbox_dn_4: 0.1635 (0.1743)  loss_bbox_dn_5: 0.1635 (0.1743)  loss_giou: 0.4790 (0.4768)  loss_giou_aux_0: 0.5019 (0.5010)  loss_giou_aux_1: 0.4978 (0.4867)  loss_giou_aux_2: 0.4863 (0.4808)  loss_giou_aux_3: 0.4874 (0.4782)  loss_giou_aux_4: 0.4786 (0.4770)  loss_giou_aux_5: 0.5867 (0.5673)  loss_giou_dn_0: 0.5935 (0.5864)  loss_giou_dn_1: 0.4792 (0.4795)  loss_giou_dn_2: 0.4594 (0.4500)  loss_giou_dn_3: 0.4553 (0.4417)  loss_giou_dn_4: 0.4510 (0.4397)  loss_giou_dn_5: 0.4518 (0.4399)  loss_vfl: 0.6945 (0.6807)  loss_vfl_aux_0: 0.7540 (0.7896)  loss_vfl_aux_1: 0.7231 (0.7387)  loss_vfl_aux_2: 0.7061 (0.7087)  loss_vfl_aux_3: 0.7064 (0.6920)  loss_vfl_aux_4: 0.7011 (0.6841)  loss_vfl_aux_5: 0.7594 (0.7706)  loss_vfl_dn_0: 0.4516 (0.4556)  loss_vfl_dn_1: 0.3933 (0.3903)  loss_vfl_dn_2: 0.3773 (0.3743)  loss_vfl_dn_3: 0.3708 (0.3668)  loss_vfl_dn_4: 0.3679 (0.3642)  loss_vfl_dn_5: 0.3670 (0.3634)  time: 0.4780  data: 0.0140  max mem: 5654
Epoch: [38]  [2200/7393]  eta: 0:42:11  lr: 0.000010  loss: 16.3033 (16.0280)  loss_bbox: 0.1524 (0.1555)  loss_bbox_aux_0: 0.1614 (0.1686)  loss_bbox_aux_1: 0.1566 (0.1605)  loss_bbox_aux_2: 0.1580 (0.1575)  loss_bbox_aux_3: 0.1530 (0.1563)  loss_bbox_aux_4: 0.1552 (0.1556)  loss_bbox_aux_5: 0.2064 (0.2064)  loss_bbox_dn_0: 0.2856 (0.2741)  loss_bbox_dn_1: 0.2028 (0.2032)  loss_bbox_dn_2: 0.1789 (0.1822)  loss_bbox_dn_3: 0.1745 (0.1759)  loss_bbox_dn_4: 0.1739 (0.1745)  loss_bbox_dn_5: 0.1739 (0.1745)  loss_giou: 0.4594 (0.4765)  loss_giou_aux_0: 0.4811 (0.5007)  loss_giou_aux_1: 0.4705 (0.4864)  loss_giou_aux_2: 0.4624 (0.4805)  loss_giou_aux_3: 0.4687 (0.4779)  loss_giou_aux_4: 0.4626 (0.4767)  loss_giou_aux_5: 0.5747 (0.5671)  loss_giou_dn_0: 0.5886 (0.5862)  loss_giou_dn_1: 0.4708 (0.4794)  loss_giou_dn_2: 0.4335 (0.4498)  loss_giou_dn_3: 0.4284 (0.4415)  loss_giou_dn_4: 0.4269 (0.4395)  loss_giou_dn_5: 0.4268 (0.4397)  loss_vfl: 0.6996 (0.6811)  loss_vfl_aux_0: 0.8262 (0.7901)  loss_vfl_aux_1: 0.7652 (0.7389)  loss_vfl_aux_2: 0.7183 (0.7089)  loss_vfl_aux_3: 0.7121 (0.6923)  loss_vfl_aux_4: 0.6998 (0.6845)  loss_vfl_aux_5: 0.7819 (0.7705)  loss_vfl_dn_0: 0.4551 (0.4556)  loss_vfl_dn_1: 0.3975 (0.3904)  loss_vfl_dn_2: 0.3883 (0.3744)  loss_vfl_dn_3: 0.3775 (0.3669)  loss_vfl_dn_4: 0.3752 (0.3643)  loss_vfl_dn_5: 0.3736 (0.3635)  time: 0.4835  data: 0.0140  max mem: 5654
Epoch: [38]  [2300/7393]  eta: 0:41:34  lr: 0.000010  loss: 16.0569 (16.0317)  loss_bbox: 0.1457 (0.1556)  loss_bbox_aux_0: 0.1609 (0.1686)  loss_bbox_aux_1: 0.1508 (0.1606)  loss_bbox_aux_2: 0.1505 (0.1576)  loss_bbox_aux_3: 0.1477 (0.1564)  loss_bbox_aux_4: 0.1474 (0.1556)  loss_bbox_aux_5: 0.2072 (0.2065)  loss_bbox_dn_0: 0.2671 (0.2738)  loss_bbox_dn_1: 0.2032 (0.2031)  loss_bbox_dn_2: 0.1827 (0.1821)  loss_bbox_dn_3: 0.1718 (0.1758)  loss_bbox_dn_4: 0.1712 (0.1744)  loss_bbox_dn_5: 0.1712 (0.1744)  loss_giou: 0.4484 (0.4772)  loss_giou_aux_0: 0.4780 (0.5015)  loss_giou_aux_1: 0.4704 (0.4872)  loss_giou_aux_2: 0.4660 (0.4814)  loss_giou_aux_3: 0.4506 (0.4787)  loss_giou_aux_4: 0.4506 (0.4775)  loss_giou_aux_5: 0.5455 (0.5677)  loss_giou_dn_0: 0.5571 (0.5864)  loss_giou_dn_1: 0.4589 (0.4797)  loss_giou_dn_2: 0.4295 (0.4501)  loss_giou_dn_3: 0.4213 (0.4418)  loss_giou_dn_4: 0.4189 (0.4398)  loss_giou_dn_5: 0.4190 (0.4400)  loss_vfl: 0.6466 (0.6808)  loss_vfl_aux_0: 0.7658 (0.7895)  loss_vfl_aux_1: 0.7155 (0.7384)  loss_vfl_aux_2: 0.6609 (0.7085)  loss_vfl_aux_3: 0.6599 (0.6920)  loss_vfl_aux_4: 0.6507 (0.6841)  loss_vfl_aux_5: 0.7493 (0.7700)  loss_vfl_dn_0: 0.4500 (0.4555)  loss_vfl_dn_1: 0.3852 (0.3903)  loss_vfl_dn_2: 0.3723 (0.3744)  loss_vfl_dn_3: 0.3674 (0.3669)  loss_vfl_dn_4: 0.3629 (0.3643)  loss_vfl_dn_5: 0.3606 (0.3635)  time: 0.4720  data: 0.0139  max mem: 5654
Epoch: [38]  [2400/7393]  eta: 0:40:41  lr: 0.000010  loss: 15.8077 (16.0312)  loss_bbox: 0.1436 (0.1554)  loss_bbox_aux_0: 0.1584 (0.1684)  loss_bbox_aux_1: 0.1518 (0.1604)  loss_bbox_aux_2: 0.1464 (0.1574)  loss_bbox_aux_3: 0.1460 (0.1562)  loss_bbox_aux_4: 0.1424 (0.1554)  loss_bbox_aux_5: 0.1877 (0.2063)  loss_bbox_dn_0: 0.2560 (0.2735)  loss_bbox_dn_1: 0.1956 (0.2029)  loss_bbox_dn_2: 0.1780 (0.1820)  loss_bbox_dn_3: 0.1705 (0.1757)  loss_bbox_dn_4: 0.1687 (0.1743)  loss_bbox_dn_5: 0.1687 (0.1743)  loss_giou: 0.4510 (0.4773)  loss_giou_aux_0: 0.4707 (0.5015)  loss_giou_aux_1: 0.4574 (0.4872)  loss_giou_aux_2: 0.4509 (0.4815)  loss_giou_aux_3: 0.4455 (0.4788)  loss_giou_aux_4: 0.4510 (0.4775)  loss_giou_aux_5: 0.5446 (0.5678)  loss_giou_dn_0: 0.5683 (0.5865)  loss_giou_dn_1: 0.4570 (0.4799)  loss_giou_dn_2: 0.4278 (0.4504)  loss_giou_dn_3: 0.4169 (0.4421)  loss_giou_dn_4: 0.4159 (0.4401)  loss_giou_dn_5: 0.4159 (0.4403)  loss_vfl: 0.6687 (0.6809)  loss_vfl_aux_0: 0.7585 (0.7894)  loss_vfl_aux_1: 0.7146 (0.7383)  loss_vfl_aux_2: 0.6750 (0.7085)  loss_vfl_aux_3: 0.6776 (0.6920)  loss_vfl_aux_4: 0.6584 (0.6842)  loss_vfl_aux_5: 0.7495 (0.7696)  loss_vfl_dn_0: 0.4515 (0.4555)  loss_vfl_dn_1: 0.3927 (0.3903)  loss_vfl_dn_2: 0.3792 (0.3745)  loss_vfl_dn_3: 0.3712 (0.3669)  loss_vfl_dn_4: 0.3692 (0.3643)  loss_vfl_dn_5: 0.3681 (0.3636)  time: 0.4818  data: 0.0142  max mem: 5654
Epoch: [38]  [2500/7393]  eta: 0:39:49  lr: 0.000010  loss: 16.2086 (16.0375)  loss_bbox: 0.1558 (0.1554)  loss_bbox_aux_0: 0.1615 (0.1684)  loss_bbox_aux_1: 0.1595 (0.1604)  loss_bbox_aux_2: 0.1604 (0.1575)  loss_bbox_aux_3: 0.1528 (0.1563)  loss_bbox_aux_4: 0.1522 (0.1555)  loss_bbox_aux_5: 0.1980 (0.2064)  loss_bbox_dn_0: 0.2869 (0.2735)  loss_bbox_dn_1: 0.2169 (0.2030)  loss_bbox_dn_2: 0.2012 (0.1820)  loss_bbox_dn_3: 0.1945 (0.1757)  loss_bbox_dn_4: 0.1900 (0.1743)  loss_bbox_dn_5: 0.1901 (0.1743)  loss_giou: 0.4795 (0.4780)  loss_giou_aux_0: 0.5167 (0.5023)  loss_giou_aux_1: 0.4976 (0.4879)  loss_giou_aux_2: 0.4914 (0.4822)  loss_giou_aux_3: 0.4835 (0.4794)  loss_giou_aux_4: 0.4814 (0.4783)  loss_giou_aux_5: 0.5924 (0.5686)  loss_giou_dn_0: 0.5890 (0.5869)  loss_giou_dn_1: 0.4987 (0.4804)  loss_giou_dn_2: 0.4699 (0.4508)  loss_giou_dn_3: 0.4596 (0.4425)  loss_giou_dn_4: 0.4576 (0.4405)  loss_giou_dn_5: 0.4578 (0.4407)  loss_vfl: 0.6981 (0.6806)  loss_vfl_aux_0: 0.8196 (0.7891)  loss_vfl_aux_1: 0.7353 (0.7380)  loss_vfl_aux_2: 0.7247 (0.7082)  loss_vfl_aux_3: 0.7132 (0.6917)  loss_vfl_aux_4: 0.7063 (0.6840)  loss_vfl_aux_5: 0.7776 (0.7694)  loss_vfl_dn_0: 0.4581 (0.4554)  loss_vfl_dn_1: 0.3934 (0.3904)  loss_vfl_dn_2: 0.3815 (0.3745)  loss_vfl_dn_3: 0.3715 (0.3669)  loss_vfl_dn_4: 0.3682 (0.3644)  loss_vfl_dn_5: 0.3669 (0.3636)  time: 0.4781  data: 0.0139  max mem: 5654
Epoch: [38]  [2600/7393]  eta: 0:38:59  lr: 0.000010  loss: 16.2542 (16.0426)  loss_bbox: 0.1506 (0.1555)  loss_bbox_aux_0: 0.1594 (0.1685)  loss_bbox_aux_1: 0.1557 (0.1605)  loss_bbox_aux_2: 0.1444 (0.1576)  loss_bbox_aux_3: 0.1404 (0.1563)  loss_bbox_aux_4: 0.1508 (0.1556)  loss_bbox_aux_5: 0.2129 (0.2065)  loss_bbox_dn_0: 0.2731 (0.2737)  loss_bbox_dn_1: 0.1957 (0.2031)  loss_bbox_dn_2: 0.1706 (0.1821)  loss_bbox_dn_3: 0.1646 (0.1758)  loss_bbox_dn_4: 0.1632 (0.1744)  loss_bbox_dn_5: 0.1629 (0.1744)  loss_giou: 0.5129 (0.4783)  loss_giou_aux_0: 0.5438 (0.5026)  loss_giou_aux_1: 0.5317 (0.4882)  loss_giou_aux_2: 0.5219 (0.4825)  loss_giou_aux_3: 0.5206 (0.4797)  loss_giou_aux_4: 0.5126 (0.4786)  loss_giou_aux_5: 0.5954 (0.5690)  loss_giou_dn_0: 0.6200 (0.5872)  loss_giou_dn_1: 0.5060 (0.4806)  loss_giou_dn_2: 0.4687 (0.4511)  loss_giou_dn_3: 0.4590 (0.4427)  loss_giou_dn_4: 0.4577 (0.4407)  loss_giou_dn_5: 0.4577 (0.4409)  loss_vfl: 0.6574 (0.6806)  loss_vfl_aux_0: 0.7605 (0.7891)  loss_vfl_aux_1: 0.7134 (0.7381)  loss_vfl_aux_2: 0.6874 (0.7083)  loss_vfl_aux_3: 0.6614 (0.6917)  loss_vfl_aux_4: 0.6564 (0.6840)  loss_vfl_aux_5: 0.7392 (0.7693)  loss_vfl_dn_0: 0.4476 (0.4553)  loss_vfl_dn_1: 0.3858 (0.3903)  loss_vfl_dn_2: 0.3713 (0.3745)  loss_vfl_dn_3: 0.3663 (0.3670)  loss_vfl_dn_4: 0.3642 (0.3644)  loss_vfl_dn_5: 0.3613 (0.3636)  time: 0.4828  data: 0.0141  max mem: 5654
Epoch: [38]  [2700/7393]  eta: 0:38:08  lr: 0.000010  loss: 15.6824 (16.0410)  loss_bbox: 0.1619 (0.1555)  loss_bbox_aux_0: 0.1688 (0.1685)  loss_bbox_aux_1: 0.1632 (0.1604)  loss_bbox_aux_2: 0.1628 (0.1575)  loss_bbox_aux_3: 0.1625 (0.1563)  loss_bbox_aux_4: 0.1579 (0.1555)  loss_bbox_aux_5: 0.2098 (0.2066)  loss_bbox_dn_0: 0.2825 (0.2734)  loss_bbox_dn_1: 0.2033 (0.2029)  loss_bbox_dn_2: 0.1681 (0.1820)  loss_bbox_dn_3: 0.1646 (0.1757)  loss_bbox_dn_4: 0.1641 (0.1743)  loss_bbox_dn_5: 0.1641 (0.1743)  loss_giou: 0.4738 (0.4789)  loss_giou_aux_0: 0.5053 (0.5031)  loss_giou_aux_1: 0.4666 (0.4888)  loss_giou_aux_2: 0.4751 (0.4830)  loss_giou_aux_3: 0.4640 (0.4803)  loss_giou_aux_4: 0.4769 (0.4791)  loss_giou_aux_5: 0.5688 (0.5695)  loss_giou_dn_0: 0.5669 (0.5876)  loss_giou_dn_1: 0.4548 (0.4810)  loss_giou_dn_2: 0.4268 (0.4515)  loss_giou_dn_3: 0.4190 (0.4432)  loss_giou_dn_4: 0.4159 (0.4412)  loss_giou_dn_5: 0.4161 (0.4414)  loss_vfl: 0.6754 (0.6798)  loss_vfl_aux_0: 0.7860 (0.7880)  loss_vfl_aux_1: 0.7567 (0.7374)  loss_vfl_aux_2: 0.7240 (0.7077)  loss_vfl_aux_3: 0.6948 (0.6910)  loss_vfl_aux_4: 0.6752 (0.6832)  loss_vfl_aux_5: 0.7818 (0.7683)  loss_vfl_dn_0: 0.4445 (0.4551)  loss_vfl_dn_1: 0.3822 (0.3902)  loss_vfl_dn_2: 0.3671 (0.3744)  loss_vfl_dn_3: 0.3625 (0.3668)  loss_vfl_dn_4: 0.3600 (0.3643)  loss_vfl_dn_5: 0.3598 (0.3635)  time: 0.4681  data: 0.0143  max mem: 5654
Epoch: [38]  [2800/7393]  eta: 0:37:17  lr: 0.000010  loss: 15.6350 (16.0332)  loss_bbox: 0.1422 (0.1556)  loss_bbox_aux_0: 0.1608 (0.1687)  loss_bbox_aux_1: 0.1527 (0.1605)  loss_bbox_aux_2: 0.1485 (0.1576)  loss_bbox_aux_3: 0.1438 (0.1563)  loss_bbox_aux_4: 0.1417 (0.1556)  loss_bbox_aux_5: 0.2031 (0.2068)  loss_bbox_dn_0: 0.2766 (0.2737)  loss_bbox_dn_1: 0.2029 (0.2031)  loss_bbox_dn_2: 0.1768 (0.1822)  loss_bbox_dn_3: 0.1738 (0.1759)  loss_bbox_dn_4: 0.1712 (0.1745)  loss_bbox_dn_5: 0.1712 (0.1745)  loss_giou: 0.4319 (0.4779)  loss_giou_aux_0: 0.4526 (0.5021)  loss_giou_aux_1: 0.4360 (0.4877)  loss_giou_aux_2: 0.4425 (0.4820)  loss_giou_aux_3: 0.4385 (0.4793)  loss_giou_aux_4: 0.4318 (0.4781)  loss_giou_aux_5: 0.5285 (0.5684)  loss_giou_dn_0: 0.5626 (0.5869)  loss_giou_dn_1: 0.4543 (0.4804)  loss_giou_dn_2: 0.4285 (0.4509)  loss_giou_dn_3: 0.4242 (0.4426)  loss_giou_dn_4: 0.4226 (0.4406)  loss_giou_dn_5: 0.4228 (0.4408)  loss_vfl: 0.6795 (0.6800)  loss_vfl_aux_0: 0.8155 (0.7883)  loss_vfl_aux_1: 0.7395 (0.7378)  loss_vfl_aux_2: 0.6956 (0.7079)  loss_vfl_aux_3: 0.6878 (0.6912)  loss_vfl_aux_4: 0.6806 (0.6835)  loss_vfl_aux_5: 0.7915 (0.7685)  loss_vfl_dn_0: 0.4562 (0.4551)  loss_vfl_dn_1: 0.3911 (0.3900)  loss_vfl_dn_2: 0.3765 (0.3742)  loss_vfl_dn_3: 0.3713 (0.3667)  loss_vfl_dn_4: 0.3673 (0.3641)  loss_vfl_dn_5: 0.3662 (0.3633)  time: 0.4758  data: 0.0140  max mem: 5654
Epoch: [38]  [2900/7393]  eta: 0:36:36  lr: 0.000010  loss: 16.3572 (16.0366)  loss_bbox: 0.1464 (0.1556)  loss_bbox_aux_0: 0.1596 (0.1686)  loss_bbox_aux_1: 0.1595 (0.1605)  loss_bbox_aux_2: 0.1459 (0.1576)  loss_bbox_aux_3: 0.1451 (0.1564)  loss_bbox_aux_4: 0.1443 (0.1557)  loss_bbox_aux_5: 0.1857 (0.2067)  loss_bbox_dn_0: 0.2772 (0.2735)  loss_bbox_dn_1: 0.2097 (0.2031)  loss_bbox_dn_2: 0.1787 (0.1821)  loss_bbox_dn_3: 0.1687 (0.1759)  loss_bbox_dn_4: 0.1644 (0.1744)  loss_bbox_dn_5: 0.1643 (0.1744)  loss_giou: 0.5027 (0.4782)  loss_giou_aux_0: 0.5091 (0.5025)  loss_giou_aux_1: 0.5178 (0.4880)  loss_giou_aux_2: 0.4956 (0.4823)  loss_giou_aux_3: 0.4932 (0.4796)  loss_giou_aux_4: 0.4846 (0.4784)  loss_giou_aux_5: 0.5925 (0.5688)  loss_giou_dn_0: 0.6123 (0.5872)  loss_giou_dn_1: 0.5005 (0.4807)  loss_giou_dn_2: 0.4730 (0.4511)  loss_giou_dn_3: 0.4627 (0.4428)  loss_giou_dn_4: 0.4625 (0.4408)  loss_giou_dn_5: 0.4625 (0.4410)  loss_vfl: 0.6797 (0.6800)  loss_vfl_aux_0: 0.7906 (0.7882)  loss_vfl_aux_1: 0.7411 (0.7379)  loss_vfl_aux_2: 0.7046 (0.7079)  loss_vfl_aux_3: 0.6947 (0.6911)  loss_vfl_aux_4: 0.6878 (0.6835)  loss_vfl_aux_5: 0.7421 (0.7681)  loss_vfl_dn_0: 0.4530 (0.4551)  loss_vfl_dn_1: 0.3924 (0.3901)  loss_vfl_dn_2: 0.3781 (0.3743)  loss_vfl_dn_3: 0.3719 (0.3668)  loss_vfl_dn_4: 0.3684 (0.3642)  loss_vfl_dn_5: 0.3668 (0.3634)  time: 0.4644  data: 0.0136  max mem: 5654
Epoch: [38]  [3000/7393]  eta: 0:35:46  lr: 0.000010  loss: 15.7516 (16.0381)  loss_bbox: 0.1476 (0.1554)  loss_bbox_aux_0: 0.1604 (0.1685)  loss_bbox_aux_1: 0.1468 (0.1604)  loss_bbox_aux_2: 0.1465 (0.1575)  loss_bbox_aux_3: 0.1440 (0.1562)  loss_bbox_aux_4: 0.1474 (0.1555)  loss_bbox_aux_5: 0.1974 (0.2065)  loss_bbox_dn_0: 0.2568 (0.2735)  loss_bbox_dn_1: 0.1946 (0.2030)  loss_bbox_dn_2: 0.1713 (0.1821)  loss_bbox_dn_3: 0.1648 (0.1758)  loss_bbox_dn_4: 0.1625 (0.1744)  loss_bbox_dn_5: 0.1626 (0.1744)  loss_giou: 0.4499 (0.4784)  loss_giou_aux_0: 0.4642 (0.5027)  loss_giou_aux_1: 0.4525 (0.4882)  loss_giou_aux_2: 0.4431 (0.4825)  loss_giou_aux_3: 0.4489 (0.4798)  loss_giou_aux_4: 0.4439 (0.4786)  loss_giou_aux_5: 0.5402 (0.5690)  loss_giou_dn_0: 0.5672 (0.5873)  loss_giou_dn_1: 0.4566 (0.4808)  loss_giou_dn_2: 0.4252 (0.4512)  loss_giou_dn_3: 0.4135 (0.4428)  loss_giou_dn_4: 0.4117 (0.4409)  loss_giou_dn_5: 0.4125 (0.4410)  loss_vfl: 0.6910 (0.6802)  loss_vfl_aux_0: 0.7793 (0.7884)  loss_vfl_aux_1: 0.7584 (0.7381)  loss_vfl_aux_2: 0.7075 (0.7080)  loss_vfl_aux_3: 0.7079 (0.6914)  loss_vfl_aux_4: 0.6952 (0.6836)  loss_vfl_aux_5: 0.7739 (0.7684)  loss_vfl_dn_0: 0.4553 (0.4552)  loss_vfl_dn_1: 0.3851 (0.3900)  loss_vfl_dn_2: 0.3700 (0.3743)  loss_vfl_dn_3: 0.3650 (0.3668)  loss_vfl_dn_4: 0.3612 (0.3642)  loss_vfl_dn_5: 0.3598 (0.3634)  time: 0.4672  data: 0.0141  max mem: 5654
Epoch: [38]  [3100/7393]  eta: 0:35:04  lr: 0.000010  loss: 16.1516 (16.0336)  loss_bbox: 0.1443 (0.1552)  loss_bbox_aux_0: 0.1555 (0.1684)  loss_bbox_aux_1: 0.1501 (0.1603)  loss_bbox_aux_2: 0.1465 (0.1574)  loss_bbox_aux_3: 0.1426 (0.1561)  loss_bbox_aux_4: 0.1434 (0.1553)  loss_bbox_aux_5: 0.1995 (0.2065)  loss_bbox_dn_0: 0.2547 (0.2733)  loss_bbox_dn_1: 0.1821 (0.2029)  loss_bbox_dn_2: 0.1619 (0.1819)  loss_bbox_dn_3: 0.1527 (0.1757)  loss_bbox_dn_4: 0.1503 (0.1742)  loss_bbox_dn_5: 0.1503 (0.1742)  loss_giou: 0.4431 (0.4781)  loss_giou_aux_0: 0.4658 (0.5025)  loss_giou_aux_1: 0.4496 (0.4879)  loss_giou_aux_2: 0.4546 (0.4822)  loss_giou_aux_3: 0.4505 (0.4796)  loss_giou_aux_4: 0.4483 (0.4783)  loss_giou_aux_5: 0.5251 (0.5687)  loss_giou_dn_0: 0.5823 (0.5869)  loss_giou_dn_1: 0.4746 (0.4805)  loss_giou_dn_2: 0.4356 (0.4509)  loss_giou_dn_3: 0.4230 (0.4426)  loss_giou_dn_4: 0.4194 (0.4406)  loss_giou_dn_5: 0.4195 (0.4407)  loss_vfl: 0.6858 (0.6804)  loss_vfl_aux_0: 0.7726 (0.7884)  loss_vfl_aux_1: 0.7368 (0.7383)  loss_vfl_aux_2: 0.7221 (0.7082)  loss_vfl_aux_3: 0.6968 (0.6914)  loss_vfl_aux_4: 0.6940 (0.6838)  loss_vfl_aux_5: 0.7523 (0.7684)  loss_vfl_dn_0: 0.4581 (0.4551)  loss_vfl_dn_1: 0.3880 (0.3900)  loss_vfl_dn_2: 0.3727 (0.3742)  loss_vfl_dn_3: 0.3650 (0.3667)  loss_vfl_dn_4: 0.3623 (0.3642)  loss_vfl_dn_5: 0.3623 (0.3634)  time: 0.4801  data: 0.0140  max mem: 5654
Epoch: [38]  [3200/7393]  eta: 0:34:13  lr: 0.000010  loss: 16.1376 (16.0370)  loss_bbox: 0.1496 (0.1554)  loss_bbox_aux_0: 0.1644 (0.1685)  loss_bbox_aux_1: 0.1479 (0.1604)  loss_bbox_aux_2: 0.1490 (0.1575)  loss_bbox_aux_3: 0.1514 (0.1562)  loss_bbox_aux_4: 0.1496 (0.1554)  loss_bbox_aux_5: 0.1934 (0.2066)  loss_bbox_dn_0: 0.2533 (0.2736)  loss_bbox_dn_1: 0.1859 (0.2031)  loss_bbox_dn_2: 0.1645 (0.1822)  loss_bbox_dn_3: 0.1593 (0.1759)  loss_bbox_dn_4: 0.1574 (0.1745)  loss_bbox_dn_5: 0.1575 (0.1745)  loss_giou: 0.4552 (0.4778)  loss_giou_aux_0: 0.5211 (0.5023)  loss_giou_aux_1: 0.4988 (0.4877)  loss_giou_aux_2: 0.4835 (0.4819)  loss_giou_aux_3: 0.4672 (0.4792)  loss_giou_aux_4: 0.4551 (0.4780)  loss_giou_aux_5: 0.5865 (0.5685)  loss_giou_dn_0: 0.6011 (0.5869)  loss_giou_dn_1: 0.4854 (0.4804)  loss_giou_dn_2: 0.4574 (0.4508)  loss_giou_dn_3: 0.4459 (0.4425)  loss_giou_dn_4: 0.4424 (0.4405)  loss_giou_dn_5: 0.4425 (0.4407)  loss_vfl: 0.7232 (0.6809)  loss_vfl_aux_0: 0.8029 (0.7887)  loss_vfl_aux_1: 0.7451 (0.7388)  loss_vfl_aux_2: 0.7148 (0.7087)  loss_vfl_aux_3: 0.7342 (0.6919)  loss_vfl_aux_4: 0.7256 (0.6844)  loss_vfl_aux_5: 0.7731 (0.7687)  loss_vfl_dn_0: 0.4530 (0.4552)  loss_vfl_dn_1: 0.3913 (0.3900)  loss_vfl_dn_2: 0.3767 (0.3743)  loss_vfl_dn_3: 0.3688 (0.3668)  loss_vfl_dn_4: 0.3682 (0.3642)  loss_vfl_dn_5: 0.3684 (0.3635)  time: 0.4738  data: 0.0141  max mem: 5654
Epoch: [38]  [3300/7393]  eta: 0:33:30  lr: 0.000010  loss: 16.7070 (16.0417)  loss_bbox: 0.1708 (0.1554)  loss_bbox_aux_0: 0.1800 (0.1685)  loss_bbox_aux_1: 0.1701 (0.1604)  loss_bbox_aux_2: 0.1780 (0.1575)  loss_bbox_aux_3: 0.1646 (0.1562)  loss_bbox_aux_4: 0.1696 (0.1555)  loss_bbox_aux_5: 0.2124 (0.2066)  loss_bbox_dn_0: 0.2752 (0.2736)  loss_bbox_dn_1: 0.2192 (0.2032)  loss_bbox_dn_2: 0.1914 (0.1822)  loss_bbox_dn_3: 0.1840 (0.1760)  loss_bbox_dn_4: 0.1839 (0.1745)  loss_bbox_dn_5: 0.1838 (0.1745)  loss_giou: 0.4757 (0.4782)  loss_giou_aux_0: 0.4911 (0.5028)  loss_giou_aux_1: 0.4708 (0.4881)  loss_giou_aux_2: 0.4729 (0.4824)  loss_giou_aux_3: 0.4775 (0.4797)  loss_giou_aux_4: 0.4735 (0.4784)  loss_giou_aux_5: 0.5616 (0.5690)  loss_giou_dn_0: 0.6081 (0.5872)  loss_giou_dn_1: 0.4985 (0.4808)  loss_giou_dn_2: 0.4675 (0.4511)  loss_giou_dn_3: 0.4618 (0.4428)  loss_giou_dn_4: 0.4604 (0.4408)  loss_giou_dn_5: 0.4603 (0.4410)  loss_vfl: 0.6668 (0.6809)  loss_vfl_aux_0: 0.7659 (0.7884)  loss_vfl_aux_1: 0.7435 (0.7386)  loss_vfl_aux_2: 0.7165 (0.7086)  loss_vfl_aux_3: 0.6849 (0.6918)  loss_vfl_aux_4: 0.6731 (0.6843)  loss_vfl_aux_5: 0.7502 (0.7683)  loss_vfl_dn_0: 0.4517 (0.4551)  loss_vfl_dn_1: 0.3909 (0.3900)  loss_vfl_dn_2: 0.3780 (0.3743)  loss_vfl_dn_3: 0.3728 (0.3668)  loss_vfl_dn_4: 0.3703 (0.3642)  loss_vfl_dn_5: 0.3692 (0.3635)  time: 0.4807  data: 0.0141  max mem: 5654
Epoch: [38]  [3400/7393]  eta: 0:32:40  lr: 0.000010  loss: 15.5889 (16.0375)  loss_bbox: 0.1473 (0.1553)  loss_bbox_aux_0: 0.1678 (0.1684)  loss_bbox_aux_1: 0.1620 (0.1602)  loss_bbox_aux_2: 0.1532 (0.1574)  loss_bbox_aux_3: 0.1496 (0.1561)  loss_bbox_aux_4: 0.1476 (0.1554)  loss_bbox_aux_5: 0.1996 (0.2065)  loss_bbox_dn_0: 0.2477 (0.2734)  loss_bbox_dn_1: 0.1884 (0.2031)  loss_bbox_dn_2: 0.1686 (0.1822)  loss_bbox_dn_3: 0.1626 (0.1759)  loss_bbox_dn_4: 0.1627 (0.1745)  loss_bbox_dn_5: 0.1626 (0.1745)  loss_giou: 0.4182 (0.4779)  loss_giou_aux_0: 0.4414 (0.5025)  loss_giou_aux_1: 0.4211 (0.4877)  loss_giou_aux_2: 0.4229 (0.4820)  loss_giou_aux_3: 0.4090 (0.4793)  loss_giou_aux_4: 0.4156 (0.4780)  loss_giou_aux_5: 0.5238 (0.5687)  loss_giou_dn_0: 0.5418 (0.5870)  loss_giou_dn_1: 0.4387 (0.4806)  loss_giou_dn_2: 0.4025 (0.4509)  loss_giou_dn_3: 0.3962 (0.4426)  loss_giou_dn_4: 0.3962 (0.4406)  loss_giou_dn_5: 0.3961 (0.4408)  loss_vfl: 0.6809 (0.6811)  loss_vfl_aux_0: 0.7621 (0.7884)  loss_vfl_aux_1: 0.7327 (0.7389)  loss_vfl_aux_2: 0.6998 (0.7087)  loss_vfl_aux_3: 0.6938 (0.6920)  loss_vfl_aux_4: 0.6810 (0.6845)  loss_vfl_aux_5: 0.7740 (0.7685)  loss_vfl_dn_0: 0.4573 (0.4552)  loss_vfl_dn_1: 0.3890 (0.3901)  loss_vfl_dn_2: 0.3711 (0.3744)  loss_vfl_dn_3: 0.3644 (0.3669)  loss_vfl_dn_4: 0.3595 (0.3643)  loss_vfl_dn_5: 0.3620 (0.3635)  time: 0.4664  data: 0.0139  max mem: 5654
Epoch: [38]  [3500/7393]  eta: 0:31:50  lr: 0.000010  loss: 15.9011 (16.0369)  loss_bbox: 0.1752 (0.1555)  loss_bbox_aux_0: 0.1829 (0.1685)  loss_bbox_aux_1: 0.1776 (0.1604)  loss_bbox_aux_2: 0.1833 (0.1576)  loss_bbox_aux_3: 0.1818 (0.1562)  loss_bbox_aux_4: 0.1801 (0.1555)  loss_bbox_aux_5: 0.2226 (0.2065)  loss_bbox_dn_0: 0.3030 (0.2736)  loss_bbox_dn_1: 0.2293 (0.2033)  loss_bbox_dn_2: 0.1969 (0.1824)  loss_bbox_dn_3: 0.1900 (0.1761)  loss_bbox_dn_4: 0.1880 (0.1747)  loss_bbox_dn_5: 0.1881 (0.1747)  loss_giou: 0.4229 (0.4775)  loss_giou_aux_0: 0.4456 (0.5021)  loss_giou_aux_1: 0.4326 (0.4874)  loss_giou_aux_2: 0.4204 (0.4817)  loss_giou_aux_3: 0.4312 (0.4789)  loss_giou_aux_4: 0.4270 (0.4777)  loss_giou_aux_5: 0.5141 (0.5683)  loss_giou_dn_0: 0.5629 (0.5869)  loss_giou_dn_1: 0.4595 (0.4804)  loss_giou_dn_2: 0.4356 (0.4507)  loss_giou_dn_3: 0.4240 (0.4424)  loss_giou_dn_4: 0.4225 (0.4404)  loss_giou_dn_5: 0.4223 (0.4406)  loss_vfl: 0.7053 (0.6812)  loss_vfl_aux_0: 0.8121 (0.7885)  loss_vfl_aux_1: 0.7367 (0.7389)  loss_vfl_aux_2: 0.7221 (0.7087)  loss_vfl_aux_3: 0.7126 (0.6920)  loss_vfl_aux_4: 0.7168 (0.6846)  loss_vfl_aux_5: 0.8067 (0.7685)  loss_vfl_dn_0: 0.4568 (0.4552)  loss_vfl_dn_1: 0.3865 (0.3901)  loss_vfl_dn_2: 0.3771 (0.3744)  loss_vfl_dn_3: 0.3657 (0.3669)  loss_vfl_dn_4: 0.3602 (0.3643)  loss_vfl_dn_5: 0.3584 (0.3635)  time: 0.4920  data: 0.0136  max mem: 5654
Epoch: [38]  [3600/7393]  eta: 0:30:59  lr: 0.000010  loss: 16.2481 (16.0349)  loss_bbox: 0.1412 (0.1554)  loss_bbox_aux_0: 0.1554 (0.1685)  loss_bbox_aux_1: 0.1454 (0.1603)  loss_bbox_aux_2: 0.1446 (0.1575)  loss_bbox_aux_3: 0.1429 (0.1562)  loss_bbox_aux_4: 0.1413 (0.1555)  loss_bbox_aux_5: 0.1850 (0.2065)  loss_bbox_dn_0: 0.2300 (0.2736)  loss_bbox_dn_1: 0.1671 (0.2032)  loss_bbox_dn_2: 0.1440 (0.1823)  loss_bbox_dn_3: 0.1398 (0.1761)  loss_bbox_dn_4: 0.1397 (0.1747)  loss_bbox_dn_5: 0.1398 (0.1747)  loss_giou: 0.4333 (0.4775)  loss_giou_aux_0: 0.4615 (0.5022)  loss_giou_aux_1: 0.4531 (0.4874)  loss_giou_aux_2: 0.4339 (0.4817)  loss_giou_aux_3: 0.4392 (0.4790)  loss_giou_aux_4: 0.4334 (0.4777)  loss_giou_aux_5: 0.5473 (0.5683)  loss_giou_dn_0: 0.5813 (0.5868)  loss_giou_dn_1: 0.4816 (0.4803)  loss_giou_dn_2: 0.4466 (0.4506)  loss_giou_dn_3: 0.4361 (0.4423)  loss_giou_dn_4: 0.4322 (0.4403)  loss_giou_dn_5: 0.4321 (0.4405)  loss_vfl: 0.6729 (0.6812)  loss_vfl_aux_0: 0.7529 (0.7883)  loss_vfl_aux_1: 0.7161 (0.7387)  loss_vfl_aux_2: 0.6990 (0.7086)  loss_vfl_aux_3: 0.6799 (0.6919)  loss_vfl_aux_4: 0.6784 (0.6847)  loss_vfl_aux_5: 0.7496 (0.7683)  loss_vfl_dn_0: 0.4500 (0.4552)  loss_vfl_dn_1: 0.3977 (0.3900)  loss_vfl_dn_2: 0.3843 (0.3743)  loss_vfl_dn_3: 0.3777 (0.3669)  loss_vfl_dn_4: 0.3732 (0.3643)  loss_vfl_dn_5: 0.3710 (0.3635)  time: 0.4734  data: 0.0146  max mem: 5654
Epoch: [38]  [3700/7393]  eta: 0:30:08  lr: 0.000010  loss: 15.5217 (16.0350)  loss_bbox: 0.1614 (0.1554)  loss_bbox_aux_0: 0.1629 (0.1685)  loss_bbox_aux_1: 0.1591 (0.1604)  loss_bbox_aux_2: 0.1560 (0.1575)  loss_bbox_aux_3: 0.1585 (0.1562)  loss_bbox_aux_4: 0.1628 (0.1554)  loss_bbox_aux_5: 0.2066 (0.2065)  loss_bbox_dn_0: 0.2898 (0.2736)  loss_bbox_dn_1: 0.2116 (0.2032)  loss_bbox_dn_2: 0.1843 (0.1823)  loss_bbox_dn_3: 0.1798 (0.1761)  loss_bbox_dn_4: 0.1770 (0.1747)  loss_bbox_dn_5: 0.1770 (0.1747)  loss_giou: 0.4401 (0.4775)  loss_giou_aux_0: 0.4514 (0.5022)  loss_giou_aux_1: 0.4443 (0.4874)  loss_giou_aux_2: 0.4421 (0.4817)  loss_giou_aux_3: 0.4433 (0.4790)  loss_giou_aux_4: 0.4405 (0.4777)  loss_giou_aux_5: 0.5088 (0.5682)  loss_giou_dn_0: 0.5720 (0.5868)  loss_giou_dn_1: 0.4678 (0.4803)  loss_giou_dn_2: 0.4356 (0.4506)  loss_giou_dn_3: 0.4267 (0.4423)  loss_giou_dn_4: 0.4251 (0.4403)  loss_giou_dn_5: 0.4257 (0.4405)  loss_vfl: 0.6785 (0.6812)  loss_vfl_aux_0: 0.8113 (0.7882)  loss_vfl_aux_1: 0.7590 (0.7386)  loss_vfl_aux_2: 0.7140 (0.7087)  loss_vfl_aux_3: 0.6816 (0.6919)  loss_vfl_aux_4: 0.6687 (0.6847)  loss_vfl_aux_5: 0.7711 (0.7684)  loss_vfl_dn_0: 0.4510 (0.4551)  loss_vfl_dn_1: 0.3870 (0.3900)  loss_vfl_dn_2: 0.3690 (0.3743)  loss_vfl_dn_3: 0.3644 (0.3669)  loss_vfl_dn_4: 0.3614 (0.3643)  loss_vfl_dn_5: 0.3584 (0.3635)  time: 0.4764  data: 0.0141  max mem: 5654
Epoch: [38]  [3800/7393]  eta: 0:29:18  lr: 0.000010  loss: 15.7634 (16.0332)  loss_bbox: 0.1361 (0.1553)  loss_bbox_aux_0: 0.1448 (0.1685)  loss_bbox_aux_1: 0.1434 (0.1603)  loss_bbox_aux_2: 0.1326 (0.1575)  loss_bbox_aux_3: 0.1358 (0.1561)  loss_bbox_aux_4: 0.1394 (0.1553)  loss_bbox_aux_5: 0.1934 (0.2064)  loss_bbox_dn_0: 0.2483 (0.2736)  loss_bbox_dn_1: 0.1847 (0.2032)  loss_bbox_dn_2: 0.1615 (0.1823)  loss_bbox_dn_3: 0.1563 (0.1761)  loss_bbox_dn_4: 0.1565 (0.1747)  loss_bbox_dn_5: 0.1565 (0.1747)  loss_giou: 0.4695 (0.4773)  loss_giou_aux_0: 0.4825 (0.5021)  loss_giou_aux_1: 0.4902 (0.4872)  loss_giou_aux_2: 0.4744 (0.4815)  loss_giou_aux_3: 0.4723 (0.4788)  loss_giou_aux_4: 0.4657 (0.4775)  loss_giou_aux_5: 0.5628 (0.5681)  loss_giou_dn_0: 0.6007 (0.5867)  loss_giou_dn_1: 0.4959 (0.4802)  loss_giou_dn_2: 0.4623 (0.4505)  loss_giou_dn_3: 0.4554 (0.4422)  loss_giou_dn_4: 0.4538 (0.4402)  loss_giou_dn_5: 0.4539 (0.4404)  loss_vfl: 0.6924 (0.6815)  loss_vfl_aux_0: 0.7946 (0.7881)  loss_vfl_aux_1: 0.7468 (0.7387)  loss_vfl_aux_2: 0.7432 (0.7088)  loss_vfl_aux_3: 0.7117 (0.6921)  loss_vfl_aux_4: 0.6932 (0.6849)  loss_vfl_aux_5: 0.7718 (0.7685)  loss_vfl_dn_0: 0.4522 (0.4551)  loss_vfl_dn_1: 0.3883 (0.3900)  loss_vfl_dn_2: 0.3747 (0.3743)  loss_vfl_dn_3: 0.3680 (0.3668)  loss_vfl_dn_4: 0.3653 (0.3642)  loss_vfl_dn_5: 0.3647 (0.3635)  time: 0.4861  data: 0.0141  max mem: 5654
Epoch: [38]  [3900/7393]  eta: 0:28:28  lr: 0.000010  loss: 16.0794 (16.0332)  loss_bbox: 0.1420 (0.1553)  loss_bbox_aux_0: 0.1551 (0.1685)  loss_bbox_aux_1: 0.1465 (0.1603)  loss_bbox_aux_2: 0.1412 (0.1575)  loss_bbox_aux_3: 0.1433 (0.1561)  loss_bbox_aux_4: 0.1409 (0.1553)  loss_bbox_aux_5: 0.1911 (0.2064)  loss_bbox_dn_0: 0.2585 (0.2738)  loss_bbox_dn_1: 0.1928 (0.2033)  loss_bbox_dn_2: 0.1751 (0.1825)  loss_bbox_dn_3: 0.1694 (0.1762)  loss_bbox_dn_4: 0.1687 (0.1748)  loss_bbox_dn_5: 0.1688 (0.1748)  loss_giou: 0.4945 (0.4770)  loss_giou_aux_0: 0.5236 (0.5019)  loss_giou_aux_1: 0.4908 (0.4870)  loss_giou_aux_2: 0.4936 (0.4812)  loss_giou_aux_3: 0.4963 (0.4785)  loss_giou_aux_4: 0.4938 (0.4772)  loss_giou_aux_5: 0.5785 (0.5678)  loss_giou_dn_0: 0.5859 (0.5866)  loss_giou_dn_1: 0.4836 (0.4801)  loss_giou_dn_2: 0.4520 (0.4504)  loss_giou_dn_3: 0.4448 (0.4421)  loss_giou_dn_4: 0.4436 (0.4401)  loss_giou_dn_5: 0.4436 (0.4403)  loss_vfl: 0.7023 (0.6819)  loss_vfl_aux_0: 0.8243 (0.7880)  loss_vfl_aux_1: 0.7943 (0.7390)  loss_vfl_aux_2: 0.7336 (0.7092)  loss_vfl_aux_3: 0.7009 (0.6924)  loss_vfl_aux_4: 0.6952 (0.6853)  loss_vfl_aux_5: 0.7865 (0.7685)  loss_vfl_dn_0: 0.4565 (0.4551)  loss_vfl_dn_1: 0.3892 (0.3899)  loss_vfl_dn_2: 0.3721 (0.3743)  loss_vfl_dn_3: 0.3691 (0.3668)  loss_vfl_dn_4: 0.3645 (0.3642)  loss_vfl_dn_5: 0.3648 (0.3634)  time: 0.4858  data: 0.0140  max mem: 5654
Epoch: [38]  [4000/7393]  eta: 0:27:38  lr: 0.000010  loss: 15.7859 (16.0340)  loss_bbox: 0.1652 (0.1553)  loss_bbox_aux_0: 0.1718 (0.1685)  loss_bbox_aux_1: 0.1686 (0.1603)  loss_bbox_aux_2: 0.1710 (0.1574)  loss_bbox_aux_3: 0.1652 (0.1561)  loss_bbox_aux_4: 0.1673 (0.1553)  loss_bbox_aux_5: 0.2124 (0.2064)  loss_bbox_dn_0: 0.3145 (0.2738)  loss_bbox_dn_1: 0.2355 (0.2034)  loss_bbox_dn_2: 0.2139 (0.1826)  loss_bbox_dn_3: 0.2076 (0.1763)  loss_bbox_dn_4: 0.2041 (0.1749)  loss_bbox_dn_5: 0.2040 (0.1749)  loss_giou: 0.4057 (0.4769)  loss_giou_aux_0: 0.4467 (0.5018)  loss_giou_aux_1: 0.4221 (0.4869)  loss_giou_aux_2: 0.4306 (0.4811)  loss_giou_aux_3: 0.4027 (0.4784)  loss_giou_aux_4: 0.4116 (0.4770)  loss_giou_aux_5: 0.5148 (0.5676)  loss_giou_dn_0: 0.5541 (0.5866)  loss_giou_dn_1: 0.4566 (0.4801)  loss_giou_dn_2: 0.4200 (0.4504)  loss_giou_dn_3: 0.4082 (0.4421)  loss_giou_dn_4: 0.4068 (0.4401)  loss_giou_dn_5: 0.4069 (0.4403)  loss_vfl: 0.6733 (0.6820)  loss_vfl_aux_0: 0.7656 (0.7881)  loss_vfl_aux_1: 0.7307 (0.7391)  loss_vfl_aux_2: 0.6981 (0.7094)  loss_vfl_aux_3: 0.6891 (0.6927)  loss_vfl_aux_4: 0.6852 (0.6855)  loss_vfl_aux_5: 0.7634 (0.7687)  loss_vfl_dn_0: 0.4537 (0.4551)  loss_vfl_dn_1: 0.3844 (0.3900)  loss_vfl_dn_2: 0.3720 (0.3743)  loss_vfl_dn_3: 0.3621 (0.3668)  loss_vfl_dn_4: 0.3587 (0.3643)  loss_vfl_dn_5: 0.3592 (0.3635)  time: 0.4798  data: 0.0140  max mem: 5654
Epoch: [38]  [4100/7393]  eta: 0:26:48  lr: 0.000010  loss: 16.3357 (16.0371)  loss_bbox: 0.1507 (0.1553)  loss_bbox_aux_0: 0.1615 (0.1685)  loss_bbox_aux_1: 0.1511 (0.1603)  loss_bbox_aux_2: 0.1555 (0.1575)  loss_bbox_aux_3: 0.1543 (0.1561)  loss_bbox_aux_4: 0.1504 (0.1553)  loss_bbox_aux_5: 0.1859 (0.2063)  loss_bbox_dn_0: 0.2771 (0.2738)  loss_bbox_dn_1: 0.2087 (0.2034)  loss_bbox_dn_2: 0.1869 (0.1826)  loss_bbox_dn_3: 0.1803 (0.1763)  loss_bbox_dn_4: 0.1815 (0.1749)  loss_bbox_dn_5: 0.1814 (0.1749)  loss_giou: 0.4983 (0.4771)  loss_giou_aux_0: 0.5359 (0.5021)  loss_giou_aux_1: 0.5168 (0.4871)  loss_giou_aux_2: 0.5142 (0.4814)  loss_giou_aux_3: 0.5023 (0.4786)  loss_giou_aux_4: 0.4982 (0.4773)  loss_giou_aux_5: 0.5592 (0.5678)  loss_giou_dn_0: 0.6080 (0.5867)  loss_giou_dn_1: 0.4963 (0.4803)  loss_giou_dn_2: 0.4688 (0.4505)  loss_giou_dn_3: 0.4567 (0.4422)  loss_giou_dn_4: 0.4565 (0.4403)  loss_giou_dn_5: 0.4565 (0.4404)  loss_vfl: 0.6807 (0.6821)  loss_vfl_aux_0: 0.7914 (0.7880)  loss_vfl_aux_1: 0.7385 (0.7391)  loss_vfl_aux_2: 0.7208 (0.7094)  loss_vfl_aux_3: 0.6912 (0.6927)  loss_vfl_aux_4: 0.6833 (0.6856)  loss_vfl_aux_5: 0.7753 (0.7688)  loss_vfl_dn_0: 0.4572 (0.4552)  loss_vfl_dn_1: 0.3940 (0.3901)  loss_vfl_dn_2: 0.3761 (0.3744)  loss_vfl_dn_3: 0.3664 (0.3669)  loss_vfl_dn_4: 0.3639 (0.3643)  loss_vfl_dn_5: 0.3620 (0.3635)  time: 0.4736  data: 0.0139  max mem: 5654
Epoch: [38]  [4200/7393]  eta: 0:25:59  lr: 0.000010  loss: 15.8499 (16.0406)  loss_bbox: 0.1498 (0.1553)  loss_bbox_aux_0: 0.1659 (0.1686)  loss_bbox_aux_1: 0.1652 (0.1604)  loss_bbox_aux_2: 0.1536 (0.1575)  loss_bbox_aux_3: 0.1492 (0.1562)  loss_bbox_aux_4: 0.1503 (0.1554)  loss_bbox_aux_5: 0.2019 (0.2063)  loss_bbox_dn_0: 0.2775 (0.2738)  loss_bbox_dn_1: 0.2015 (0.2035)  loss_bbox_dn_2: 0.1748 (0.1826)  loss_bbox_dn_3: 0.1693 (0.1764)  loss_bbox_dn_4: 0.1687 (0.1750)  loss_bbox_dn_5: 0.1688 (0.1750)  loss_giou: 0.4581 (0.4773)  loss_giou_aux_0: 0.4678 (0.5023)  loss_giou_aux_1: 0.4542 (0.4874)  loss_giou_aux_2: 0.4518 (0.4816)  loss_giou_aux_3: 0.4588 (0.4789)  loss_giou_aux_4: 0.4584 (0.4775)  loss_giou_aux_5: 0.5447 (0.5680)  loss_giou_dn_0: 0.5616 (0.5869)  loss_giou_dn_1: 0.4535 (0.4805)  loss_giou_dn_2: 0.4235 (0.4508)  loss_giou_dn_3: 0.4172 (0.4425)  loss_giou_dn_4: 0.4132 (0.4405)  loss_giou_dn_5: 0.4130 (0.4406)  loss_vfl: 0.6753 (0.6821)  loss_vfl_aux_0: 0.7969 (0.7880)  loss_vfl_aux_1: 0.7369 (0.7390)  loss_vfl_aux_2: 0.7079 (0.7095)  loss_vfl_aux_3: 0.6925 (0.6927)  loss_vfl_aux_4: 0.6845 (0.6856)  loss_vfl_aux_5: 0.7860 (0.7690)  loss_vfl_dn_0: 0.4577 (0.4551)  loss_vfl_dn_1: 0.3884 (0.3900)  loss_vfl_dn_2: 0.3687 (0.3743)  loss_vfl_dn_3: 0.3674 (0.3668)  loss_vfl_dn_4: 0.3682 (0.3643)  loss_vfl_dn_5: 0.3694 (0.3635)  time: 0.4731  data: 0.0140  max mem: 5654
Epoch: [38]  [4300/7393]  eta: 0:25:09  lr: 0.000010  loss: 15.7974 (16.0431)  loss_bbox: 0.1526 (0.1553)  loss_bbox_aux_0: 0.1718 (0.1686)  loss_bbox_aux_1: 0.1619 (0.1603)  loss_bbox_aux_2: 0.1521 (0.1574)  loss_bbox_aux_3: 0.1521 (0.1561)  loss_bbox_aux_4: 0.1492 (0.1554)  loss_bbox_aux_5: 0.1981 (0.2063)  loss_bbox_dn_0: 0.2651 (0.2738)  loss_bbox_dn_1: 0.1998 (0.2034)  loss_bbox_dn_2: 0.1745 (0.1826)  loss_bbox_dn_3: 0.1714 (0.1764)  loss_bbox_dn_4: 0.1727 (0.1750)  loss_bbox_dn_5: 0.1729 (0.1750)  loss_giou: 0.3944 (0.4774)  loss_giou_aux_0: 0.4355 (0.5024)  loss_giou_aux_1: 0.4035 (0.4875)  loss_giou_aux_2: 0.4002 (0.4816)  loss_giou_aux_3: 0.3960 (0.4789)  loss_giou_aux_4: 0.3944 (0.4776)  loss_giou_aux_5: 0.5287 (0.5680)  loss_giou_dn_0: 0.5411 (0.5870)  loss_giou_dn_1: 0.4374 (0.4806)  loss_giou_dn_2: 0.3969 (0.4509)  loss_giou_dn_3: 0.3880 (0.4426)  loss_giou_dn_4: 0.3873 (0.4406)  loss_giou_dn_5: 0.3873 (0.4407)  loss_vfl: 0.6723 (0.6824)  loss_vfl_aux_0: 0.7823 (0.7883)  loss_vfl_aux_1: 0.7210 (0.7392)  loss_vfl_aux_2: 0.6908 (0.7097)  loss_vfl_aux_3: 0.6742 (0.6929)  loss_vfl_aux_4: 0.6762 (0.6858)  loss_vfl_aux_5: 0.7570 (0.7691)  loss_vfl_dn_0: 0.4506 (0.4551)  loss_vfl_dn_1: 0.3859 (0.3900)  loss_vfl_dn_2: 0.3715 (0.3743)  loss_vfl_dn_3: 0.3625 (0.3668)  loss_vfl_dn_4: 0.3625 (0.3643)  loss_vfl_dn_5: 0.3616 (0.3635)  time: 0.4791  data: 0.0145  max mem: 5654
Epoch: [38]  [4400/7393]  eta: 0:24:19  lr: 0.000010  loss: 16.1857 (16.0461)  loss_bbox: 0.1362 (0.1553)  loss_bbox_aux_0: 0.1671 (0.1685)  loss_bbox_aux_1: 0.1459 (0.1603)  loss_bbox_aux_2: 0.1458 (0.1574)  loss_bbox_aux_3: 0.1398 (0.1561)  loss_bbox_aux_4: 0.1369 (0.1553)  loss_bbox_aux_5: 0.1909 (0.2062)  loss_bbox_dn_0: 0.2539 (0.2735)  loss_bbox_dn_1: 0.1884 (0.2032)  loss_bbox_dn_2: 0.1669 (0.1824)  loss_bbox_dn_3: 0.1617 (0.1762)  loss_bbox_dn_4: 0.1617 (0.1748)  loss_bbox_dn_5: 0.1617 (0.1748)  loss_giou: 0.5019 (0.4780)  loss_giou_aux_0: 0.5195 (0.5030)  loss_giou_aux_1: 0.5047 (0.4881)  loss_giou_aux_2: 0.5143 (0.4823)  loss_giou_aux_3: 0.5040 (0.4795)  loss_giou_aux_4: 0.5016 (0.4782)  loss_giou_aux_5: 0.5880 (0.5686)  loss_giou_dn_0: 0.6057 (0.5874)  loss_giou_dn_1: 0.4983 (0.4810)  loss_giou_dn_2: 0.4677 (0.4513)  loss_giou_dn_3: 0.4556 (0.4430)  loss_giou_dn_4: 0.4552 (0.4410)  loss_giou_dn_5: 0.4552 (0.4412)  loss_vfl: 0.6763 (0.6821)  loss_vfl_aux_0: 0.7839 (0.7879)  loss_vfl_aux_1: 0.7320 (0.7388)  loss_vfl_aux_2: 0.7081 (0.7094)  loss_vfl_aux_3: 0.6965 (0.6928)  loss_vfl_aux_4: 0.6827 (0.6856)  loss_vfl_aux_5: 0.7711 (0.7687)  loss_vfl_dn_0: 0.4449 (0.4551)  loss_vfl_dn_1: 0.3908 (0.3901)  loss_vfl_dn_2: 0.3736 (0.3743)  loss_vfl_dn_3: 0.3657 (0.3669)  loss_vfl_dn_4: 0.3615 (0.3643)  loss_vfl_dn_5: 0.3631 (0.3636)  time: 0.4770  data: 0.0142  max mem: 5654
Epoch: [38]  [4500/7393]  eta: 0:23:30  lr: 0.000010  loss: 15.5335 (16.0385)  loss_bbox: 0.1493 (0.1553)  loss_bbox_aux_0: 0.1653 (0.1685)  loss_bbox_aux_1: 0.1532 (0.1604)  loss_bbox_aux_2: 0.1499 (0.1574)  loss_bbox_aux_3: 0.1486 (0.1561)  loss_bbox_aux_4: 0.1498 (0.1554)  loss_bbox_aux_5: 0.2063 (0.2062)  loss_bbox_dn_0: 0.2833 (0.2736)  loss_bbox_dn_1: 0.2016 (0.2033)  loss_bbox_dn_2: 0.1815 (0.1825)  loss_bbox_dn_3: 0.1772 (0.1762)  loss_bbox_dn_4: 0.1767 (0.1748)  loss_bbox_dn_5: 0.1766 (0.1748)  loss_giou: 0.4439 (0.4774)  loss_giou_aux_0: 0.4554 (0.5023)  loss_giou_aux_1: 0.4396 (0.4875)  loss_giou_aux_2: 0.4423 (0.4816)  loss_giou_aux_3: 0.4459 (0.4789)  loss_giou_aux_4: 0.4436 (0.4776)  loss_giou_aux_5: 0.5084 (0.5679)  loss_giou_dn_0: 0.5422 (0.5870)  loss_giou_dn_1: 0.4450 (0.4806)  loss_giou_dn_2: 0.4220 (0.4508)  loss_giou_dn_3: 0.4156 (0.4425)  loss_giou_dn_4: 0.4152 (0.4406)  loss_giou_dn_5: 0.4153 (0.4407)  loss_vfl: 0.6664 (0.6820)  loss_vfl_aux_0: 0.7844 (0.7878)  loss_vfl_aux_1: 0.7180 (0.7386)  loss_vfl_aux_2: 0.6926 (0.7093)  loss_vfl_aux_3: 0.6669 (0.6927)  loss_vfl_aux_4: 0.6619 (0.6854)  loss_vfl_aux_5: 0.7695 (0.7688)  loss_vfl_dn_0: 0.4557 (0.4551)  loss_vfl_dn_1: 0.3808 (0.3900)  loss_vfl_dn_2: 0.3677 (0.3742)  loss_vfl_dn_3: 0.3581 (0.3668)  loss_vfl_dn_4: 0.3563 (0.3642)  loss_vfl_dn_5: 0.3554 (0.3634)  time: 0.4712  data: 0.0138  max mem: 5654
Epoch: [38]  [4600/7393]  eta: 0:22:41  lr: 0.000010  loss: 15.9192 (16.0387)  loss_bbox: 0.1526 (0.1553)  loss_bbox_aux_0: 0.1692 (0.1685)  loss_bbox_aux_1: 0.1545 (0.1603)  loss_bbox_aux_2: 0.1484 (0.1574)  loss_bbox_aux_3: 0.1521 (0.1561)  loss_bbox_aux_4: 0.1526 (0.1554)  loss_bbox_aux_5: 0.1967 (0.2063)  loss_bbox_dn_0: 0.2635 (0.2736)  loss_bbox_dn_1: 0.1971 (0.2033)  loss_bbox_dn_2: 0.1693 (0.1825)  loss_bbox_dn_3: 0.1639 (0.1762)  loss_bbox_dn_4: 0.1625 (0.1748)  loss_bbox_dn_5: 0.1625 (0.1748)  loss_giou: 0.5253 (0.4776)  loss_giou_aux_0: 0.5454 (0.5025)  loss_giou_aux_1: 0.5346 (0.4877)  loss_giou_aux_2: 0.5218 (0.4819)  loss_giou_aux_3: 0.5258 (0.4790)  loss_giou_aux_4: 0.5237 (0.4778)  loss_giou_aux_5: 0.5984 (0.5681)  loss_giou_dn_0: 0.5984 (0.5870)  loss_giou_dn_1: 0.4839 (0.4806)  loss_giou_dn_2: 0.4531 (0.4508)  loss_giou_dn_3: 0.4434 (0.4426)  loss_giou_dn_4: 0.4417 (0.4406)  loss_giou_dn_5: 0.4413 (0.4407)  loss_vfl: 0.6238 (0.6818)  loss_vfl_aux_0: 0.7274 (0.7877)  loss_vfl_aux_1: 0.6809 (0.7386)  loss_vfl_aux_2: 0.6532 (0.7091)  loss_vfl_aux_3: 0.6237 (0.6926)  loss_vfl_aux_4: 0.6357 (0.6852)  loss_vfl_aux_5: 0.7031 (0.7687)  loss_vfl_dn_0: 0.4504 (0.4551)  loss_vfl_dn_1: 0.3880 (0.3900)  loss_vfl_dn_2: 0.3687 (0.3742)  loss_vfl_dn_3: 0.3638 (0.3667)  loss_vfl_dn_4: 0.3593 (0.3642)  loss_vfl_dn_5: 0.3587 (0.3634)  time: 0.4832  data: 0.0137  max mem: 5654
Epoch: [38]  [4700/7393]  eta: 0:21:51  lr: 0.000010  loss: 15.5167 (16.0363)  loss_bbox: 0.1418 (0.1553)  loss_bbox_aux_0: 0.1497 (0.1685)  loss_bbox_aux_1: 0.1467 (0.1603)  loss_bbox_aux_2: 0.1430 (0.1573)  loss_bbox_aux_3: 0.1400 (0.1560)  loss_bbox_aux_4: 0.1429 (0.1553)  loss_bbox_aux_5: 0.2046 (0.2062)  loss_bbox_dn_0: 0.2624 (0.2735)  loss_bbox_dn_1: 0.1946 (0.2031)  loss_bbox_dn_2: 0.1727 (0.1823)  loss_bbox_dn_3: 0.1674 (0.1761)  loss_bbox_dn_4: 0.1664 (0.1747)  loss_bbox_dn_5: 0.1665 (0.1747)  loss_giou: 0.4904 (0.4778)  loss_giou_aux_0: 0.5015 (0.5027)  loss_giou_aux_1: 0.4833 (0.4879)  loss_giou_aux_2: 0.4883 (0.4821)  loss_giou_aux_3: 0.4941 (0.4792)  loss_giou_aux_4: 0.4905 (0.4780)  loss_giou_aux_5: 0.5616 (0.5683)  loss_giou_dn_0: 0.5777 (0.5871)  loss_giou_dn_1: 0.4636 (0.4807)  loss_giou_dn_2: 0.4334 (0.4509)  loss_giou_dn_3: 0.4251 (0.4426)  loss_giou_dn_4: 0.4210 (0.4406)  loss_giou_dn_5: 0.4213 (0.4408)  loss_vfl: 0.6701 (0.6814)  loss_vfl_aux_0: 0.7743 (0.7873)  loss_vfl_aux_1: 0.7131 (0.7382)  loss_vfl_aux_2: 0.6939 (0.7088)  loss_vfl_aux_3: 0.6813 (0.6922)  loss_vfl_aux_4: 0.6653 (0.6848)  loss_vfl_aux_5: 0.7460 (0.7683)  loss_vfl_dn_0: 0.4571 (0.4551)  loss_vfl_dn_1: 0.3915 (0.3899)  loss_vfl_dn_2: 0.3743 (0.3742)  loss_vfl_dn_3: 0.3635 (0.3667)  loss_vfl_dn_4: 0.3630 (0.3641)  loss_vfl_dn_5: 0.3619 (0.3634)  time: 0.4693  data: 0.0139  max mem: 5654
Epoch: [38]  [4800/7393]  eta: 0:21:02  lr: 0.000010  loss: 15.5503 (16.0378)  loss_bbox: 0.1510 (0.1553)  loss_bbox_aux_0: 0.1636 (0.1686)  loss_bbox_aux_1: 0.1590 (0.1603)  loss_bbox_aux_2: 0.1580 (0.1574)  loss_bbox_aux_3: 0.1479 (0.1560)  loss_bbox_aux_4: 0.1510 (0.1554)  loss_bbox_aux_5: 0.1892 (0.2062)  loss_bbox_dn_0: 0.2725 (0.2735)  loss_bbox_dn_1: 0.1930 (0.2032)  loss_bbox_dn_2: 0.1734 (0.1824)  loss_bbox_dn_3: 0.1668 (0.1761)  loss_bbox_dn_4: 0.1647 (0.1747)  loss_bbox_dn_5: 0.1648 (0.1747)  loss_giou: 0.4012 (0.4780)  loss_giou_aux_0: 0.4449 (0.5029)  loss_giou_aux_1: 0.4346 (0.4881)  loss_giou_aux_2: 0.4302 (0.4823)  loss_giou_aux_3: 0.4185 (0.4794)  loss_giou_aux_4: 0.4059 (0.4781)  loss_giou_aux_5: 0.5082 (0.5684)  loss_giou_dn_0: 0.5447 (0.5871)  loss_giou_dn_1: 0.4331 (0.4807)  loss_giou_dn_2: 0.4021 (0.4509)  loss_giou_dn_3: 0.3923 (0.4426)  loss_giou_dn_4: 0.3909 (0.4406)  loss_giou_dn_5: 0.3910 (0.4408)  loss_vfl: 0.6590 (0.6813)  loss_vfl_aux_0: 0.7799 (0.7872)  loss_vfl_aux_1: 0.7191 (0.7381)  loss_vfl_aux_2: 0.6789 (0.7086)  loss_vfl_aux_3: 0.6668 (0.6922)  loss_vfl_aux_4: 0.6631 (0.6847)  loss_vfl_aux_5: 0.7642 (0.7683)  loss_vfl_dn_0: 0.4546 (0.4551)  loss_vfl_dn_1: 0.3923 (0.3900)  loss_vfl_dn_2: 0.3734 (0.3742)  loss_vfl_dn_3: 0.3663 (0.3667)  loss_vfl_dn_4: 0.3630 (0.3641)  loss_vfl_dn_5: 0.3642 (0.3634)  time: 0.4823  data: 0.0147  max mem: 5654
Epoch: [38]  [4900/7393]  eta: 0:20:13  lr: 0.000010  loss: 15.4096 (16.0403)  loss_bbox: 0.1469 (0.1553)  loss_bbox_aux_0: 0.1548 (0.1686)  loss_bbox_aux_1: 0.1548 (0.1603)  loss_bbox_aux_2: 0.1534 (0.1574)  loss_bbox_aux_3: 0.1474 (0.1560)  loss_bbox_aux_4: 0.1447 (0.1553)  loss_bbox_aux_5: 0.1955 (0.2062)  loss_bbox_dn_0: 0.3055 (0.2736)  loss_bbox_dn_1: 0.2092 (0.2032)  loss_bbox_dn_2: 0.1807 (0.1824)  loss_bbox_dn_3: 0.1777 (0.1762)  loss_bbox_dn_4: 0.1769 (0.1748)  loss_bbox_dn_5: 0.1769 (0.1748)  loss_giou: 0.4328 (0.4781)  loss_giou_aux_0: 0.4513 (0.5031)  loss_giou_aux_1: 0.4365 (0.4882)  loss_giou_aux_2: 0.4297 (0.4824)  loss_giou_aux_3: 0.4372 (0.4796)  loss_giou_aux_4: 0.4330 (0.4783)  loss_giou_aux_5: 0.5040 (0.5686)  loss_giou_dn_0: 0.5645 (0.5872)  loss_giou_dn_1: 0.4503 (0.4808)  loss_giou_dn_2: 0.4177 (0.4511)  loss_giou_dn_3: 0.4113 (0.4428)  loss_giou_dn_4: 0.4095 (0.4408)  loss_giou_dn_5: 0.4095 (0.4410)  loss_vfl: 0.6617 (0.6813)  loss_vfl_aux_0: 0.8053 (0.7873)  loss_vfl_aux_1: 0.7458 (0.7382)  loss_vfl_aux_2: 0.7018 (0.7086)  loss_vfl_aux_3: 0.6692 (0.6921)  loss_vfl_aux_4: 0.6697 (0.6847)  loss_vfl_aux_5: 0.7746 (0.7683)  loss_vfl_dn_0: 0.4598 (0.4551)  loss_vfl_dn_1: 0.3863 (0.3900)  loss_vfl_dn_2: 0.3718 (0.3742)  loss_vfl_dn_3: 0.3615 (0.3667)  loss_vfl_dn_4: 0.3596 (0.3642)  loss_vfl_dn_5: 0.3593 (0.3634)  time: 0.4853  data: 0.0143  max mem: 5654
Epoch: [38]  [5000/7393]  eta: 0:19:24  lr: 0.000010  loss: 16.7081 (16.0439)  loss_bbox: 0.1483 (0.1553)  loss_bbox_aux_0: 0.1631 (0.1685)  loss_bbox_aux_1: 0.1499 (0.1603)  loss_bbox_aux_2: 0.1542 (0.1574)  loss_bbox_aux_3: 0.1503 (0.1560)  loss_bbox_aux_4: 0.1492 (0.1553)  loss_bbox_aux_5: 0.1944 (0.2063)  loss_bbox_dn_0: 0.2461 (0.2736)  loss_bbox_dn_1: 0.1911 (0.2033)  loss_bbox_dn_2: 0.1689 (0.1824)  loss_bbox_dn_3: 0.1642 (0.1762)  loss_bbox_dn_4: 0.1602 (0.1748)  loss_bbox_dn_5: 0.1606 (0.1748)  loss_giou: 0.4897 (0.4781)  loss_giou_aux_0: 0.5124 (0.5030)  loss_giou_aux_1: 0.4992 (0.4881)  loss_giou_aux_2: 0.4945 (0.4824)  loss_giou_aux_3: 0.4892 (0.4795)  loss_giou_aux_4: 0.4837 (0.4782)  loss_giou_aux_5: 0.5861 (0.5686)  loss_giou_dn_0: 0.6158 (0.5873)  loss_giou_dn_1: 0.5051 (0.4809)  loss_giou_dn_2: 0.4732 (0.4511)  loss_giou_dn_3: 0.4639 (0.4428)  loss_giou_dn_4: 0.4615 (0.4409)  loss_giou_dn_5: 0.4616 (0.4410)  loss_vfl: 0.6912 (0.6817)  loss_vfl_aux_0: 0.7854 (0.7877)  loss_vfl_aux_1: 0.7633 (0.7388)  loss_vfl_aux_2: 0.7161 (0.7091)  loss_vfl_aux_3: 0.7132 (0.6926)  loss_vfl_aux_4: 0.6966 (0.6852)  loss_vfl_aux_5: 0.7804 (0.7686)  loss_vfl_dn_0: 0.4632 (0.4553)  loss_vfl_dn_1: 0.4012 (0.3901)  loss_vfl_dn_2: 0.3832 (0.3743)  loss_vfl_dn_3: 0.3753 (0.3668)  loss_vfl_dn_4: 0.3744 (0.3643)  loss_vfl_dn_5: 0.3745 (0.3635)  time: 0.4791  data: 0.0138  max mem: 5654
Epoch: [38]  [5100/7393]  eta: 0:18:37  lr: 0.000010  loss: 15.5092 (16.0404)  loss_bbox: 0.1557 (0.1552)  loss_bbox_aux_0: 0.1574 (0.1685)  loss_bbox_aux_1: 0.1575 (0.1603)  loss_bbox_aux_2: 0.1560 (0.1573)  loss_bbox_aux_3: 0.1492 (0.1559)  loss_bbox_aux_4: 0.1473 (0.1553)  loss_bbox_aux_5: 0.2059 (0.2063)  loss_bbox_dn_0: 0.2430 (0.2736)  loss_bbox_dn_1: 0.1717 (0.2032)  loss_bbox_dn_2: 0.1555 (0.1824)  loss_bbox_dn_3: 0.1515 (0.1762)  loss_bbox_dn_4: 0.1496 (0.1748)  loss_bbox_dn_5: 0.1496 (0.1748)  loss_giou: 0.4848 (0.4779)  loss_giou_aux_0: 0.4951 (0.5028)  loss_giou_aux_1: 0.4815 (0.4879)  loss_giou_aux_2: 0.4925 (0.4822)  loss_giou_aux_3: 0.4905 (0.4793)  loss_giou_aux_4: 0.4829 (0.4780)  loss_giou_aux_5: 0.5407 (0.5685)  loss_giou_dn_0: 0.5745 (0.5872)  loss_giou_dn_1: 0.4663 (0.4808)  loss_giou_dn_2: 0.4311 (0.4510)  loss_giou_dn_3: 0.4243 (0.4427)  loss_giou_dn_4: 0.4228 (0.4407)  loss_giou_dn_5: 0.4229 (0.4409)  loss_vfl: 0.6366 (0.6817)  loss_vfl_aux_0: 0.7455 (0.7876)  loss_vfl_aux_1: 0.6825 (0.7386)  loss_vfl_aux_2: 0.6607 (0.7089)  loss_vfl_aux_3: 0.6526 (0.6925)  loss_vfl_aux_4: 0.6353 (0.6851)  loss_vfl_aux_5: 0.7235 (0.7683)  loss_vfl_dn_0: 0.4483 (0.4552)  loss_vfl_dn_1: 0.3853 (0.3900)  loss_vfl_dn_2: 0.3716 (0.3742)  loss_vfl_dn_3: 0.3649 (0.3668)  loss_vfl_dn_4: 0.3627 (0.3642)  loss_vfl_dn_5: 0.3614 (0.3635)  time: 0.7362  data: 0.0138  max mem: 5654
Epoch: [38]  [5200/7393]  eta: 0:17:48  lr: 0.000010  loss: 15.6729 (16.0401)  loss_bbox: 0.1531 (0.1552)  loss_bbox_aux_0: 0.1650 (0.1684)  loss_bbox_aux_1: 0.1528 (0.1602)  loss_bbox_aux_2: 0.1564 (0.1574)  loss_bbox_aux_3: 0.1551 (0.1559)  loss_bbox_aux_4: 0.1528 (0.1552)  loss_bbox_aux_5: 0.1998 (0.2063)  loss_bbox_dn_0: 0.2864 (0.2736)  loss_bbox_dn_1: 0.2119 (0.2033)  loss_bbox_dn_2: 0.1858 (0.1824)  loss_bbox_dn_3: 0.1778 (0.1762)  loss_bbox_dn_4: 0.1752 (0.1748)  loss_bbox_dn_5: 0.1752 (0.1748)  loss_giou: 0.4420 (0.4778)  loss_giou_aux_0: 0.4634 (0.5027)  loss_giou_aux_1: 0.4572 (0.4879)  loss_giou_aux_2: 0.4453 (0.4821)  loss_giou_aux_3: 0.4415 (0.4792)  loss_giou_aux_4: 0.4405 (0.4779)  loss_giou_aux_5: 0.5350 (0.5684)  loss_giou_dn_0: 0.5700 (0.5871)  loss_giou_dn_1: 0.4596 (0.4807)  loss_giou_dn_2: 0.4386 (0.4509)  loss_giou_dn_3: 0.4315 (0.4426)  loss_giou_dn_4: 0.4293 (0.4406)  loss_giou_dn_5: 0.4300 (0.4408)  loss_vfl: 0.6975 (0.6817)  loss_vfl_aux_0: 0.8108 (0.7878)  loss_vfl_aux_1: 0.7453 (0.7387)  loss_vfl_aux_2: 0.7171 (0.7090)  loss_vfl_aux_3: 0.7185 (0.6926)  loss_vfl_aux_4: 0.7093 (0.6852)  loss_vfl_aux_5: 0.7750 (0.7684)  loss_vfl_dn_0: 0.4593 (0.4553)  loss_vfl_dn_1: 0.3905 (0.3900)  loss_vfl_dn_2: 0.3743 (0.3742)  loss_vfl_dn_3: 0.3661 (0.3668)  loss_vfl_dn_4: 0.3663 (0.3642)  loss_vfl_dn_5: 0.3655 (0.3634)  time: 0.4848  data: 0.0136  max mem: 5654
Epoch: [38]  [5300/7393]  eta: 0:16:59  lr: 0.000010  loss: 15.7334 (16.0396)  loss_bbox: 0.1501 (0.1551)  loss_bbox_aux_0: 0.1694 (0.1684)  loss_bbox_aux_1: 0.1564 (0.1602)  loss_bbox_aux_2: 0.1530 (0.1573)  loss_bbox_aux_3: 0.1561 (0.1558)  loss_bbox_aux_4: 0.1450 (0.1552)  loss_bbox_aux_5: 0.2070 (0.2063)  loss_bbox_dn_0: 0.2574 (0.2736)  loss_bbox_dn_1: 0.1955 (0.2032)  loss_bbox_dn_2: 0.1799 (0.1824)  loss_bbox_dn_3: 0.1773 (0.1762)  loss_bbox_dn_4: 0.1755 (0.1748)  loss_bbox_dn_5: 0.1755 (0.1748)  loss_giou: 0.4358 (0.4776)  loss_giou_aux_0: 0.4433 (0.5025)  loss_giou_aux_1: 0.4370 (0.4876)  loss_giou_aux_2: 0.4330 (0.4819)  loss_giou_aux_3: 0.4243 (0.4790)  loss_giou_aux_4: 0.4257 (0.4777)  loss_giou_aux_5: 0.5111 (0.5683)  loss_giou_dn_0: 0.5586 (0.5871)  loss_giou_dn_1: 0.4642 (0.4807)  loss_giou_dn_2: 0.4351 (0.4509)  loss_giou_dn_3: 0.4287 (0.4426)  loss_giou_dn_4: 0.4292 (0.4406)  loss_giou_dn_5: 0.4297 (0.4408)  loss_vfl: 0.6815 (0.6819)  loss_vfl_aux_0: 0.8110 (0.7881)  loss_vfl_aux_1: 0.7302 (0.7390)  loss_vfl_aux_2: 0.7066 (0.7092)  loss_vfl_aux_3: 0.6865 (0.6928)  loss_vfl_aux_4: 0.6868 (0.6854)  loss_vfl_aux_5: 0.7679 (0.7686)  loss_vfl_dn_0: 0.4552 (0.4553)  loss_vfl_dn_1: 0.3888 (0.3901)  loss_vfl_dn_2: 0.3753 (0.3743)  loss_vfl_dn_3: 0.3690 (0.3668)  loss_vfl_dn_4: 0.3689 (0.3642)  loss_vfl_dn_5: 0.3673 (0.3635)  time: 0.4817  data: 0.0136  max mem: 5654
Epoch: [38]  [5400/7393]  eta: 0:16:10  lr: 0.000010  loss: 16.0606 (16.0418)  loss_bbox: 0.1598 (0.1552)  loss_bbox_aux_0: 0.1675 (0.1684)  loss_bbox_aux_1: 0.1598 (0.1602)  loss_bbox_aux_2: 0.1586 (0.1573)  loss_bbox_aux_3: 0.1612 (0.1559)  loss_bbox_aux_4: 0.1597 (0.1552)  loss_bbox_aux_5: 0.2024 (0.2063)  loss_bbox_dn_0: 0.3090 (0.2737)  loss_bbox_dn_1: 0.2267 (0.2033)  loss_bbox_dn_2: 0.2085 (0.1825)  loss_bbox_dn_3: 0.1968 (0.1762)  loss_bbox_dn_4: 0.1935 (0.1748)  loss_bbox_dn_5: 0.1936 (0.1748)  loss_giou: 0.4399 (0.4776)  loss_giou_aux_0: 0.4630 (0.5024)  loss_giou_aux_1: 0.4483 (0.4876)  loss_giou_aux_2: 0.4341 (0.4819)  loss_giou_aux_3: 0.4263 (0.4790)  loss_giou_aux_4: 0.4269 (0.4777)  loss_giou_aux_5: 0.5444 (0.5682)  loss_giou_dn_0: 0.6016 (0.5872)  loss_giou_dn_1: 0.4752 (0.4807)  loss_giou_dn_2: 0.4352 (0.4509)  loss_giou_dn_3: 0.4279 (0.4427)  loss_giou_dn_4: 0.4258 (0.4407)  loss_giou_dn_5: 0.4258 (0.4409)  loss_vfl: 0.6687 (0.6821)  loss_vfl_aux_0: 0.7758 (0.7881)  loss_vfl_aux_1: 0.7413 (0.7392)  loss_vfl_aux_2: 0.7010 (0.7093)  loss_vfl_aux_3: 0.6936 (0.6930)  loss_vfl_aux_4: 0.6753 (0.6856)  loss_vfl_aux_5: 0.7753 (0.7688)  loss_vfl_dn_0: 0.4509 (0.4553)  loss_vfl_dn_1: 0.3861 (0.3901)  loss_vfl_dn_2: 0.3678 (0.3743)  loss_vfl_dn_3: 0.3612 (0.3668)  loss_vfl_dn_4: 0.3579 (0.3643)  loss_vfl_dn_5: 0.3561 (0.3635)  time: 0.4828  data: 0.0140  max mem: 5654
Epoch: [38]  [5500/7393]  eta: 0:15:21  lr: 0.000010  loss: 15.5130 (16.0441)  loss_bbox: 0.1517 (0.1553)  loss_bbox_aux_0: 0.1598 (0.1685)  loss_bbox_aux_1: 0.1469 (0.1602)  loss_bbox_aux_2: 0.1445 (0.1574)  loss_bbox_aux_3: 0.1448 (0.1559)  loss_bbox_aux_4: 0.1516 (0.1553)  loss_bbox_aux_5: 0.2015 (0.2064)  loss_bbox_dn_0: 0.2663 (0.2738)  loss_bbox_dn_1: 0.1991 (0.2034)  loss_bbox_dn_2: 0.1787 (0.1825)  loss_bbox_dn_3: 0.1732 (0.1763)  loss_bbox_dn_4: 0.1719 (0.1749)  loss_bbox_dn_5: 0.1720 (0.1749)  loss_giou: 0.4023 (0.4776)  loss_giou_aux_0: 0.4302 (0.5025)  loss_giou_aux_1: 0.4108 (0.4876)  loss_giou_aux_2: 0.4132 (0.4819)  loss_giou_aux_3: 0.4034 (0.4790)  loss_giou_aux_4: 0.4024 (0.4777)  loss_giou_aux_5: 0.5092 (0.5683)  loss_giou_dn_0: 0.5249 (0.5872)  loss_giou_dn_1: 0.4173 (0.4807)  loss_giou_dn_2: 0.3931 (0.4509)  loss_giou_dn_3: 0.3813 (0.4426)  loss_giou_dn_4: 0.3789 (0.4406)  loss_giou_dn_5: 0.3798 (0.4408)  loss_vfl: 0.6918 (0.6823)  loss_vfl_aux_0: 0.7938 (0.7883)  loss_vfl_aux_1: 0.7639 (0.7395)  loss_vfl_aux_2: 0.7065 (0.7096)  loss_vfl_aux_3: 0.7040 (0.6932)  loss_vfl_aux_4: 0.6766 (0.6859)  loss_vfl_aux_5: 0.7485 (0.7687)  loss_vfl_dn_0: 0.4552 (0.4554)  loss_vfl_dn_1: 0.3862 (0.3901)  loss_vfl_dn_2: 0.3672 (0.3743)  loss_vfl_dn_3: 0.3575 (0.3669)  loss_vfl_dn_4: 0.3537 (0.3643)  loss_vfl_dn_5: 0.3553 (0.3635)  time: 0.4709  data: 0.0139  max mem: 5654
Epoch: [38]  [5600/7393]  eta: 0:14:32  lr: 0.000010  loss: 16.4482 (16.0444)  loss_bbox: 0.1451 (0.1553)  loss_bbox_aux_0: 0.1586 (0.1685)  loss_bbox_aux_1: 0.1533 (0.1602)  loss_bbox_aux_2: 0.1484 (0.1573)  loss_bbox_aux_3: 0.1451 (0.1559)  loss_bbox_aux_4: 0.1470 (0.1553)  loss_bbox_aux_5: 0.2022 (0.2064)  loss_bbox_dn_0: 0.2586 (0.2738)  loss_bbox_dn_1: 0.2002 (0.2034)  loss_bbox_dn_2: 0.1780 (0.1825)  loss_bbox_dn_3: 0.1722 (0.1763)  loss_bbox_dn_4: 0.1726 (0.1749)  loss_bbox_dn_5: 0.1729 (0.1749)  loss_giou: 0.4740 (0.4776)  loss_giou_aux_0: 0.4956 (0.5025)  loss_giou_aux_1: 0.4819 (0.4876)  loss_giou_aux_2: 0.4731 (0.4819)  loss_giou_aux_3: 0.4721 (0.4790)  loss_giou_aux_4: 0.4739 (0.4777)  loss_giou_aux_5: 0.5749 (0.5683)  loss_giou_dn_0: 0.5853 (0.5873)  loss_giou_dn_1: 0.4730 (0.4808)  loss_giou_dn_2: 0.4410 (0.4510)  loss_giou_dn_3: 0.4371 (0.4427)  loss_giou_dn_4: 0.4360 (0.4407)  loss_giou_dn_5: 0.4363 (0.4409)  loss_vfl: 0.6789 (0.6823)  loss_vfl_aux_0: 0.7606 (0.7883)  loss_vfl_aux_1: 0.7271 (0.7395)  loss_vfl_aux_2: 0.7013 (0.7096)  loss_vfl_aux_3: 0.6861 (0.6932)  loss_vfl_aux_4: 0.6774 (0.6858)  loss_vfl_aux_5: 0.7617 (0.7686)  loss_vfl_dn_0: 0.4541 (0.4553)  loss_vfl_dn_1: 0.3993 (0.3901)  loss_vfl_dn_2: 0.3856 (0.3743)  loss_vfl_dn_3: 0.3750 (0.3669)  loss_vfl_dn_4: 0.3750 (0.3643)  loss_vfl_dn_5: 0.3735 (0.3635)  time: 0.4790  data: 0.0141  max mem: 5654
Epoch: [38]  [5700/7393]  eta: 0:13:45  lr: 0.000010  loss: 16.1981 (16.0482)  loss_bbox: 0.1420 (0.1553)  loss_bbox_aux_0: 0.1565 (0.1686)  loss_bbox_aux_1: 0.1520 (0.1603)  loss_bbox_aux_2: 0.1485 (0.1574)  loss_bbox_aux_3: 0.1455 (0.1560)  loss_bbox_aux_4: 0.1423 (0.1553)  loss_bbox_aux_5: 0.2055 (0.2066)  loss_bbox_dn_0: 0.2653 (0.2742)  loss_bbox_dn_1: 0.1925 (0.2037)  loss_bbox_dn_2: 0.1781 (0.1828)  loss_bbox_dn_3: 0.1723 (0.1766)  loss_bbox_dn_4: 0.1699 (0.1752)  loss_bbox_dn_5: 0.1699 (0.1752)  loss_giou: 0.4402 (0.4774)  loss_giou_aux_0: 0.4864 (0.5022)  loss_giou_aux_1: 0.4828 (0.4874)  loss_giou_aux_2: 0.4732 (0.4817)  loss_giou_aux_3: 0.4570 (0.4788)  loss_giou_aux_4: 0.4372 (0.4775)  loss_giou_aux_5: 0.5441 (0.5681)  loss_giou_dn_0: 0.5741 (0.5873)  loss_giou_dn_1: 0.4783 (0.4808)  loss_giou_dn_2: 0.4541 (0.4509)  loss_giou_dn_3: 0.4454 (0.4427)  loss_giou_dn_4: 0.4414 (0.4407)  loss_giou_dn_5: 0.4415 (0.4408)  loss_vfl: 0.7159 (0.6827)  loss_vfl_aux_0: 0.8149 (0.7888)  loss_vfl_aux_1: 0.7297 (0.7399)  loss_vfl_aux_2: 0.7356 (0.7100)  loss_vfl_aux_3: 0.7097 (0.6935)  loss_vfl_aux_4: 0.7166 (0.6862)  loss_vfl_aux_5: 0.7951 (0.7692)  loss_vfl_dn_0: 0.4552 (0.4554)  loss_vfl_dn_1: 0.3905 (0.3901)  loss_vfl_dn_2: 0.3793 (0.3744)  loss_vfl_dn_3: 0.3733 (0.3669)  loss_vfl_dn_4: 0.3714 (0.3643)  loss_vfl_dn_5: 0.3708 (0.3636)  time: 0.4829  data: 0.0151  max mem: 5654
Epoch: [38]  [5800/7393]  eta: 0:12:56  lr: 0.000010  loss: 16.0559 (16.0504)  loss_bbox: 0.1467 (0.1554)  loss_bbox_aux_0: 0.1537 (0.1686)  loss_bbox_aux_1: 0.1501 (0.1603)  loss_bbox_aux_2: 0.1494 (0.1574)  loss_bbox_aux_3: 0.1470 (0.1560)  loss_bbox_aux_4: 0.1459 (0.1554)  loss_bbox_aux_5: 0.1920 (0.2066)  loss_bbox_dn_0: 0.2617 (0.2742)  loss_bbox_dn_1: 0.1915 (0.2037)  loss_bbox_dn_2: 0.1767 (0.1829)  loss_bbox_dn_3: 0.1728 (0.1766)  loss_bbox_dn_4: 0.1738 (0.1752)  loss_bbox_dn_5: 0.1739 (0.1752)  loss_giou: 0.4253 (0.4774)  loss_giou_aux_0: 0.4473 (0.5022)  loss_giou_aux_1: 0.4307 (0.4874)  loss_giou_aux_2: 0.4326 (0.4817)  loss_giou_aux_3: 0.4234 (0.4788)  loss_giou_aux_4: 0.4269 (0.4775)  loss_giou_aux_5: 0.4979 (0.5680)  loss_giou_dn_0: 0.5667 (0.5873)  loss_giou_dn_1: 0.4642 (0.4808)  loss_giou_dn_2: 0.4336 (0.4510)  loss_giou_dn_3: 0.4268 (0.4427)  loss_giou_dn_4: 0.4232 (0.4407)  loss_giou_dn_5: 0.4232 (0.4409)  loss_vfl: 0.6829 (0.6828)  loss_vfl_aux_0: 0.8356 (0.7892)  loss_vfl_aux_1: 0.7832 (0.7402)  loss_vfl_aux_2: 0.7200 (0.7102)  loss_vfl_aux_3: 0.7013 (0.6937)  loss_vfl_aux_4: 0.6933 (0.6863)  loss_vfl_aux_5: 0.7953 (0.7695)  loss_vfl_dn_0: 0.4565 (0.4554)  loss_vfl_dn_1: 0.3900 (0.3902)  loss_vfl_dn_2: 0.3721 (0.3744)  loss_vfl_dn_3: 0.3648 (0.3669)  loss_vfl_dn_4: 0.3635 (0.3643)  loss_vfl_dn_5: 0.3615 (0.3636)  time: 0.4898  data: 0.0138  max mem: 5654
Epoch: [38]  [5900/7393]  eta: 0:12:08  lr: 0.000010  loss: 15.9344 (16.0494)  loss_bbox: 0.1582 (0.1554)  loss_bbox_aux_0: 0.1682 (0.1686)  loss_bbox_aux_1: 0.1566 (0.1603)  loss_bbox_aux_2: 0.1585 (0.1575)  loss_bbox_aux_3: 0.1553 (0.1560)  loss_bbox_aux_4: 0.1582 (0.1554)  loss_bbox_aux_5: 0.2071 (0.2065)  loss_bbox_dn_0: 0.2567 (0.2741)  loss_bbox_dn_1: 0.1847 (0.2036)  loss_bbox_dn_2: 0.1701 (0.1828)  loss_bbox_dn_3: 0.1647 (0.1766)  loss_bbox_dn_4: 0.1606 (0.1752)  loss_bbox_dn_5: 0.1603 (0.1752)  loss_giou: 0.4551 (0.4774)  loss_giou_aux_0: 0.4697 (0.5021)  loss_giou_aux_1: 0.4614 (0.4874)  loss_giou_aux_2: 0.4542 (0.4817)  loss_giou_aux_3: 0.4551 (0.4788)  loss_giou_aux_4: 0.4518 (0.4776)  loss_giou_aux_5: 0.5536 (0.5680)  loss_giou_dn_0: 0.5876 (0.5873)  loss_giou_dn_1: 0.4831 (0.4807)  loss_giou_dn_2: 0.4544 (0.4509)  loss_giou_dn_3: 0.4456 (0.4427)  loss_giou_dn_4: 0.4436 (0.4406)  loss_giou_dn_5: 0.4440 (0.4408)  loss_vfl: 0.7048 (0.6827)  loss_vfl_aux_0: 0.7930 (0.7891)  loss_vfl_aux_1: 0.7664 (0.7402)  loss_vfl_aux_2: 0.7240 (0.7101)  loss_vfl_aux_3: 0.7139 (0.6937)  loss_vfl_aux_4: 0.7071 (0.6862)  loss_vfl_aux_5: 0.7792 (0.7694)  loss_vfl_dn_0: 0.4578 (0.4554)  loss_vfl_dn_1: 0.3906 (0.3902)  loss_vfl_dn_2: 0.3762 (0.3744)  loss_vfl_dn_3: 0.3694 (0.3670)  loss_vfl_dn_4: 0.3642 (0.3644)  loss_vfl_dn_5: 0.3639 (0.3636)  time: 0.4772  data: 0.0137  max mem: 5654
Epoch: [38]  [6000/7393]  eta: 0:11:19  lr: 0.000010  loss: 16.0925 (16.0459)  loss_bbox: 0.1513 (0.1553)  loss_bbox_aux_0: 0.1548 (0.1685)  loss_bbox_aux_1: 0.1484 (0.1602)  loss_bbox_aux_2: 0.1481 (0.1573)  loss_bbox_aux_3: 0.1509 (0.1559)  loss_bbox_aux_4: 0.1496 (0.1553)  loss_bbox_aux_5: 0.1913 (0.2064)  loss_bbox_dn_0: 0.2626 (0.2739)  loss_bbox_dn_1: 0.1818 (0.2034)  loss_bbox_dn_2: 0.1645 (0.1826)  loss_bbox_dn_3: 0.1592 (0.1764)  loss_bbox_dn_4: 0.1562 (0.1750)  loss_bbox_dn_5: 0.1565 (0.1750)  loss_giou: 0.5072 (0.4776)  loss_giou_aux_0: 0.5015 (0.5022)  loss_giou_aux_1: 0.5167 (0.4875)  loss_giou_aux_2: 0.5023 (0.4819)  loss_giou_aux_3: 0.5096 (0.4790)  loss_giou_aux_4: 0.4993 (0.4777)  loss_giou_aux_5: 0.5885 (0.5680)  loss_giou_dn_0: 0.6029 (0.5874)  loss_giou_dn_1: 0.4840 (0.4808)  loss_giou_dn_2: 0.4463 (0.4510)  loss_giou_dn_3: 0.4391 (0.4427)  loss_giou_dn_4: 0.4389 (0.4407)  loss_giou_dn_5: 0.4391 (0.4409)  loss_vfl: 0.6708 (0.6824)  loss_vfl_aux_0: 0.7787 (0.7888)  loss_vfl_aux_1: 0.7185 (0.7397)  loss_vfl_aux_2: 0.6881 (0.7097)  loss_vfl_aux_3: 0.6721 (0.6933)  loss_vfl_aux_4: 0.6682 (0.6858)  loss_vfl_aux_5: 0.7558 (0.7692)  loss_vfl_dn_0: 0.4518 (0.4553)  loss_vfl_dn_1: 0.3930 (0.3901)  loss_vfl_dn_2: 0.3786 (0.3744)  loss_vfl_dn_3: 0.3644 (0.3669)  loss_vfl_dn_4: 0.3612 (0.3644)  loss_vfl_dn_5: 0.3608 (0.3636)  time: 0.4747  data: 0.0141  max mem: 5654
Epoch: [38]  [6100/7393]  eta: 0:10:32  lr: 0.000010  loss: 16.1887 (16.0463)  loss_bbox: 0.1648 (0.1553)  loss_bbox_aux_0: 0.1774 (0.1685)  loss_bbox_aux_1: 0.1655 (0.1602)  loss_bbox_aux_2: 0.1672 (0.1574)  loss_bbox_aux_3: 0.1681 (0.1560)  loss_bbox_aux_4: 0.1646 (0.1553)  loss_bbox_aux_5: 0.2066 (0.2065)  loss_bbox_dn_0: 0.2740 (0.2740)  loss_bbox_dn_1: 0.1896 (0.2034)  loss_bbox_dn_2: 0.1707 (0.1826)  loss_bbox_dn_3: 0.1660 (0.1764)  loss_bbox_dn_4: 0.1629 (0.1750)  loss_bbox_dn_5: 0.1629 (0.1750)  loss_giou: 0.4916 (0.4777)  loss_giou_aux_0: 0.5281 (0.5023)  loss_giou_aux_1: 0.4952 (0.4876)  loss_giou_aux_2: 0.4924 (0.4820)  loss_giou_aux_3: 0.4870 (0.4790)  loss_giou_aux_4: 0.4940 (0.4778)  loss_giou_aux_5: 0.5888 (0.5681)  loss_giou_dn_0: 0.6117 (0.5875)  loss_giou_dn_1: 0.5023 (0.4808)  loss_giou_dn_2: 0.4591 (0.4510)  loss_giou_dn_3: 0.4521 (0.4427)  loss_giou_dn_4: 0.4531 (0.4407)  loss_giou_dn_5: 0.4532 (0.4409)  loss_vfl: 0.6482 (0.6823)  loss_vfl_aux_0: 0.7402 (0.7886)  loss_vfl_aux_1: 0.6858 (0.7396)  loss_vfl_aux_2: 0.6710 (0.7096)  loss_vfl_aux_3: 0.6582 (0.6932)  loss_vfl_aux_4: 0.6537 (0.6858)  loss_vfl_aux_5: 0.7360 (0.7690)  loss_vfl_dn_0: 0.4469 (0.4553)  loss_vfl_dn_1: 0.3812 (0.3901)  loss_vfl_dn_2: 0.3716 (0.3744)  loss_vfl_dn_3: 0.3573 (0.3669)  loss_vfl_dn_4: 0.3567 (0.3644)  loss_vfl_dn_5: 0.3552 (0.3636)  time: 0.4837  data: 0.0146  max mem: 5654
Epoch: [38]  [6200/7393]  eta: 0:09:42  lr: 0.000010  loss: 16.1463 (16.0492)  loss_bbox: 0.1481 (0.1553)  loss_bbox_aux_0: 0.1581 (0.1685)  loss_bbox_aux_1: 0.1556 (0.1603)  loss_bbox_aux_2: 0.1497 (0.1574)  loss_bbox_aux_3: 0.1478 (0.1559)  loss_bbox_aux_4: 0.1494 (0.1553)  loss_bbox_aux_5: 0.1914 (0.2064)  loss_bbox_dn_0: 0.2550 (0.2738)  loss_bbox_dn_1: 0.1908 (0.2033)  loss_bbox_dn_2: 0.1706 (0.1825)  loss_bbox_dn_3: 0.1674 (0.1763)  loss_bbox_dn_4: 0.1666 (0.1749)  loss_bbox_dn_5: 0.1667 (0.1749)  loss_giou: 0.4618 (0.4780)  loss_giou_aux_0: 0.4917 (0.5027)  loss_giou_aux_1: 0.4766 (0.4880)  loss_giou_aux_2: 0.4759 (0.4823)  loss_giou_aux_3: 0.4620 (0.4794)  loss_giou_aux_4: 0.4632 (0.4782)  loss_giou_aux_5: 0.5656 (0.5685)  loss_giou_dn_0: 0.6092 (0.5878)  loss_giou_dn_1: 0.4984 (0.4811)  loss_giou_dn_2: 0.4732 (0.4513)  loss_giou_dn_3: 0.4641 (0.4430)  loss_giou_dn_4: 0.4636 (0.4410)  loss_giou_dn_5: 0.4639 (0.4412)  loss_vfl: 0.6842 (0.6822)  loss_vfl_aux_0: 0.7801 (0.7883)  loss_vfl_aux_1: 0.7421 (0.7394)  loss_vfl_aux_2: 0.7023 (0.7095)  loss_vfl_aux_3: 0.6733 (0.6932)  loss_vfl_aux_4: 0.6735 (0.6856)  loss_vfl_aux_5: 0.7918 (0.7688)  loss_vfl_dn_0: 0.4572 (0.4553)  loss_vfl_dn_1: 0.3960 (0.3902)  loss_vfl_dn_2: 0.3816 (0.3744)  loss_vfl_dn_3: 0.3746 (0.3670)  loss_vfl_dn_4: 0.3727 (0.3644)  loss_vfl_dn_5: 0.3710 (0.3636)  time: 0.4738  data: 0.0135  max mem: 5654
Epoch: [38]  [6300/7393]  eta: 0:08:53  lr: 0.000010  loss: 15.7847 (16.0510)  loss_bbox: 0.1372 (0.1553)  loss_bbox_aux_0: 0.1624 (0.1686)  loss_bbox_aux_1: 0.1454 (0.1603)  loss_bbox_aux_2: 0.1427 (0.1574)  loss_bbox_aux_3: 0.1448 (0.1560)  loss_bbox_aux_4: 0.1372 (0.1553)  loss_bbox_aux_5: 0.2101 (0.2064)  loss_bbox_dn_0: 0.2627 (0.2738)  loss_bbox_dn_1: 0.1865 (0.2033)  loss_bbox_dn_2: 0.1666 (0.1825)  loss_bbox_dn_3: 0.1584 (0.1762)  loss_bbox_dn_4: 0.1573 (0.1749)  loss_bbox_dn_5: 0.1573 (0.1749)  loss_giou: 0.4699 (0.4782)  loss_giou_aux_0: 0.4954 (0.5029)  loss_giou_aux_1: 0.4800 (0.4881)  loss_giou_aux_2: 0.4750 (0.4825)  loss_giou_aux_3: 0.4756 (0.4795)  loss_giou_aux_4: 0.4673 (0.4783)  loss_giou_aux_5: 0.5595 (0.5687)  loss_giou_dn_0: 0.6021 (0.5878)  loss_giou_dn_1: 0.4766 (0.4811)  loss_giou_dn_2: 0.4418 (0.4513)  loss_giou_dn_3: 0.4361 (0.4430)  loss_giou_dn_4: 0.4357 (0.4410)  loss_giou_dn_5: 0.4359 (0.4412)  loss_vfl: 0.6300 (0.6823)  loss_vfl_aux_0: 0.7176 (0.7883)  loss_vfl_aux_1: 0.6719 (0.7394)  loss_vfl_aux_2: 0.6773 (0.7096)  loss_vfl_aux_3: 0.6497 (0.6933)  loss_vfl_aux_4: 0.6367 (0.6858)  loss_vfl_aux_5: 0.6861 (0.7687)  loss_vfl_dn_0: 0.4459 (0.4553)  loss_vfl_dn_1: 0.3911 (0.3902)  loss_vfl_dn_2: 0.3781 (0.3744)  loss_vfl_dn_3: 0.3679 (0.3670)  loss_vfl_dn_4: 0.3607 (0.3644)  loss_vfl_dn_5: 0.3608 (0.3637)  time: 0.4681  data: 0.0140  max mem: 5654
Epoch: [38]  [6400/7393]  eta: 0:08:04  lr: 0.000010  loss: 16.2557 (16.0514)  loss_bbox: 0.1525 (0.1552)  loss_bbox_aux_0: 0.1577 (0.1685)  loss_bbox_aux_1: 0.1446 (0.1602)  loss_bbox_aux_2: 0.1517 (0.1573)  loss_bbox_aux_3: 0.1512 (0.1559)  loss_bbox_aux_4: 0.1454 (0.1552)  loss_bbox_aux_5: 0.1818 (0.2063)  loss_bbox_dn_0: 0.2268 (0.2737)  loss_bbox_dn_1: 0.1809 (0.2032)  loss_bbox_dn_2: 0.1693 (0.1824)  loss_bbox_dn_3: 0.1654 (0.1762)  loss_bbox_dn_4: 0.1644 (0.1748)  loss_bbox_dn_5: 0.1644 (0.1748)  loss_giou: 0.4929 (0.4783)  loss_giou_aux_0: 0.5255 (0.5030)  loss_giou_aux_1: 0.5132 (0.4883)  loss_giou_aux_2: 0.5015 (0.4826)  loss_giou_aux_3: 0.5005 (0.4797)  loss_giou_aux_4: 0.4882 (0.4785)  loss_giou_aux_5: 0.5771 (0.5689)  loss_giou_dn_0: 0.6224 (0.5880)  loss_giou_dn_1: 0.5137 (0.4813)  loss_giou_dn_2: 0.4893 (0.4514)  loss_giou_dn_3: 0.4795 (0.4431)  loss_giou_dn_4: 0.4751 (0.4411)  loss_giou_dn_5: 0.4754 (0.4413)  loss_vfl: 0.6796 (0.6823)  loss_vfl_aux_0: 0.7925 (0.7883)  loss_vfl_aux_1: 0.7392 (0.7394)  loss_vfl_aux_2: 0.7046 (0.7096)  loss_vfl_aux_3: 0.6849 (0.6933)  loss_vfl_aux_4: 0.6792 (0.6857)  loss_vfl_aux_5: 0.7727 (0.7686)  loss_vfl_dn_0: 0.4501 (0.4553)  loss_vfl_dn_1: 0.3865 (0.3902)  loss_vfl_dn_2: 0.3720 (0.3745)  loss_vfl_dn_3: 0.3622 (0.3670)  loss_vfl_dn_4: 0.3609 (0.3644)  loss_vfl_dn_5: 0.3598 (0.3637)  time: 0.4760  data: 0.0142  max mem: 5654
Epoch: [38]  [6500/7393]  eta: 0:07:15  lr: 0.000010  loss: 16.0215 (16.0511)  loss_bbox: 0.1562 (0.1552)  loss_bbox_aux_0: 0.1665 (0.1685)  loss_bbox_aux_1: 0.1497 (0.1602)  loss_bbox_aux_2: 0.1556 (0.1573)  loss_bbox_aux_3: 0.1580 (0.1558)  loss_bbox_aux_4: 0.1561 (0.1552)  loss_bbox_aux_5: 0.2128 (0.2064)  loss_bbox_dn_0: 0.2642 (0.2738)  loss_bbox_dn_1: 0.2157 (0.2033)  loss_bbox_dn_2: 0.2004 (0.1824)  loss_bbox_dn_3: 0.1929 (0.1762)  loss_bbox_dn_4: 0.1906 (0.1748)  loss_bbox_dn_5: 0.1906 (0.1748)  loss_giou: 0.5038 (0.4781)  loss_giou_aux_0: 0.5238 (0.5029)  loss_giou_aux_1: 0.5044 (0.4881)  loss_giou_aux_2: 0.5109 (0.4824)  loss_giou_aux_3: 0.5107 (0.4795)  loss_giou_aux_4: 0.5013 (0.4783)  loss_giou_aux_5: 0.5801 (0.5687)  loss_giou_dn_0: 0.5861 (0.5879)  loss_giou_dn_1: 0.4944 (0.4811)  loss_giou_dn_2: 0.4647 (0.4513)  loss_giou_dn_3: 0.4576 (0.4430)  loss_giou_dn_4: 0.4569 (0.4410)  loss_giou_dn_5: 0.4569 (0.4412)  loss_vfl: 0.6681 (0.6824)  loss_vfl_aux_0: 0.7906 (0.7884)  loss_vfl_aux_1: 0.7210 (0.7396)  loss_vfl_aux_2: 0.7044 (0.7097)  loss_vfl_aux_3: 0.6766 (0.6934)  loss_vfl_aux_4: 0.6814 (0.6859)  loss_vfl_aux_5: 0.7567 (0.7687)  loss_vfl_dn_0: 0.4572 (0.4553)  loss_vfl_dn_1: 0.3911 (0.3902)  loss_vfl_dn_2: 0.3761 (0.3745)  loss_vfl_dn_3: 0.3756 (0.3670)  loss_vfl_dn_4: 0.3716 (0.3644)  loss_vfl_dn_5: 0.3705 (0.3637)  time: 0.4777  data: 0.0137  max mem: 5654
Epoch: [38]  [6600/7393]  eta: 0:06:26  lr: 0.000010  loss: 15.7854 (16.0528)  loss_bbox: 0.1402 (0.1552)  loss_bbox_aux_0: 0.1440 (0.1684)  loss_bbox_aux_1: 0.1429 (0.1601)  loss_bbox_aux_2: 0.1438 (0.1573)  loss_bbox_aux_3: 0.1423 (0.1558)  loss_bbox_aux_4: 0.1388 (0.1552)  loss_bbox_aux_5: 0.1907 (0.2063)  loss_bbox_dn_0: 0.2411 (0.2737)  loss_bbox_dn_1: 0.1719 (0.2033)  loss_bbox_dn_2: 0.1551 (0.1824)  loss_bbox_dn_3: 0.1476 (0.1762)  loss_bbox_dn_4: 0.1454 (0.1748)  loss_bbox_dn_5: 0.1454 (0.1748)  loss_giou: 0.5315 (0.4783)  loss_giou_aux_0: 0.5299 (0.5030)  loss_giou_aux_1: 0.5386 (0.4883)  loss_giou_aux_2: 0.5378 (0.4826)  loss_giou_aux_3: 0.5216 (0.4797)  loss_giou_aux_4: 0.5304 (0.4785)  loss_giou_aux_5: 0.6145 (0.5690)  loss_giou_dn_0: 0.6120 (0.5880)  loss_giou_dn_1: 0.4929 (0.4813)  loss_giou_dn_2: 0.4583 (0.4515)  loss_giou_dn_3: 0.4515 (0.4432)  loss_giou_dn_4: 0.4502 (0.4412)  loss_giou_dn_5: 0.4503 (0.4413)  loss_vfl: 0.6474 (0.6824)  loss_vfl_aux_0: 0.7760 (0.7885)  loss_vfl_aux_1: 0.7123 (0.7395)  loss_vfl_aux_2: 0.6921 (0.7097)  loss_vfl_aux_3: 0.6653 (0.6934)  loss_vfl_aux_4: 0.6449 (0.6858)  loss_vfl_aux_5: 0.7293 (0.7687)  loss_vfl_dn_0: 0.4561 (0.4553)  loss_vfl_dn_1: 0.3934 (0.3902)  loss_vfl_dn_2: 0.3803 (0.3745)  loss_vfl_dn_3: 0.3733 (0.3671)  loss_vfl_dn_4: 0.3704 (0.3645)  loss_vfl_dn_5: 0.3703 (0.3637)  time: 0.4746  data: 0.0150  max mem: 5654
Epoch: [38]  [6700/7393]  eta: 0:05:38  lr: 0.000010  loss: 15.9854 (16.0562)  loss_bbox: 0.1489 (0.1552)  loss_bbox_aux_0: 0.1733 (0.1684)  loss_bbox_aux_1: 0.1604 (0.1602)  loss_bbox_aux_2: 0.1564 (0.1573)  loss_bbox_aux_3: 0.1536 (0.1558)  loss_bbox_aux_4: 0.1487 (0.1552)  loss_bbox_aux_5: 0.1905 (0.2063)  loss_bbox_dn_0: 0.2723 (0.2737)  loss_bbox_dn_1: 0.1952 (0.2033)  loss_bbox_dn_2: 0.1762 (0.1824)  loss_bbox_dn_3: 0.1645 (0.1762)  loss_bbox_dn_4: 0.1597 (0.1748)  loss_bbox_dn_5: 0.1597 (0.1748)  loss_giou: 0.4554 (0.4786)  loss_giou_aux_0: 0.4937 (0.5033)  loss_giou_aux_1: 0.4685 (0.4886)  loss_giou_aux_2: 0.4586 (0.4829)  loss_giou_aux_3: 0.4558 (0.4800)  loss_giou_aux_4: 0.4546 (0.4787)  loss_giou_aux_5: 0.5934 (0.5692)  loss_giou_dn_0: 0.5857 (0.5882)  loss_giou_dn_1: 0.4683 (0.4815)  loss_giou_dn_2: 0.4317 (0.4517)  loss_giou_dn_3: 0.4226 (0.4434)  loss_giou_dn_4: 0.4220 (0.4414)  loss_giou_dn_5: 0.4221 (0.4416)  loss_vfl: 0.6792 (0.6824)  loss_vfl_aux_0: 0.7939 (0.7885)  loss_vfl_aux_1: 0.7262 (0.7395)  loss_vfl_aux_2: 0.7026 (0.7098)  loss_vfl_aux_3: 0.6943 (0.6934)  loss_vfl_aux_4: 0.6888 (0.6859)  loss_vfl_aux_5: 0.7643 (0.7686)  loss_vfl_dn_0: 0.4421 (0.4553)  loss_vfl_dn_1: 0.3817 (0.3903)  loss_vfl_dn_2: 0.3687 (0.3745)  loss_vfl_dn_3: 0.3612 (0.3671)  loss_vfl_dn_4: 0.3575 (0.3645)  loss_vfl_dn_5: 0.3589 (0.3637)  time: 0.4745  data: 0.0141  max mem: 5654
Epoch: [38]  [6800/7393]  eta: 0:04:49  lr: 0.000010  loss: 16.1855 (16.0549)  loss_bbox: 0.1413 (0.1551)  loss_bbox_aux_0: 0.1425 (0.1683)  loss_bbox_aux_1: 0.1359 (0.1601)  loss_bbox_aux_2: 0.1308 (0.1572)  loss_bbox_aux_3: 0.1311 (0.1557)  loss_bbox_aux_4: 0.1443 (0.1551)  loss_bbox_aux_5: 0.1704 (0.2062)  loss_bbox_dn_0: 0.2218 (0.2735)  loss_bbox_dn_1: 0.1691 (0.2030)  loss_bbox_dn_2: 0.1507 (0.1822)  loss_bbox_dn_3: 0.1462 (0.1760)  loss_bbox_dn_4: 0.1460 (0.1746)  loss_bbox_dn_5: 0.1459 (0.1746)  loss_giou: 0.4951 (0.4788)  loss_giou_aux_0: 0.5148 (0.5035)  loss_giou_aux_1: 0.5000 (0.4888)  loss_giou_aux_2: 0.4981 (0.4831)  loss_giou_aux_3: 0.5038 (0.4802)  loss_giou_aux_4: 0.4894 (0.4790)  loss_giou_aux_5: 0.5862 (0.5694)  loss_giou_dn_0: 0.6210 (0.5883)  loss_giou_dn_1: 0.5130 (0.4816)  loss_giou_dn_2: 0.4791 (0.4517)  loss_giou_dn_3: 0.4712 (0.4435)  loss_giou_dn_4: 0.4712 (0.4414)  loss_giou_dn_5: 0.4714 (0.4416)  loss_vfl: 0.6724 (0.6823)  loss_vfl_aux_0: 0.7595 (0.7883)  loss_vfl_aux_1: 0.7189 (0.7393)  loss_vfl_aux_2: 0.6815 (0.7096)  loss_vfl_aux_3: 0.6863 (0.6933)  loss_vfl_aux_4: 0.6776 (0.6857)  loss_vfl_aux_5: 0.7404 (0.7685)  loss_vfl_dn_0: 0.4489 (0.4553)  loss_vfl_dn_1: 0.3915 (0.3902)  loss_vfl_dn_2: 0.3794 (0.3745)  loss_vfl_dn_3: 0.3718 (0.3671)  loss_vfl_dn_4: 0.3704 (0.3645)  loss_vfl_dn_5: 0.3706 (0.3637)  time: 0.4708  data: 0.0141  max mem: 5654
Epoch: [38]  [6900/7393]  eta: 0:04:00  lr: 0.000010  loss: 15.7045 (16.0539)  loss_bbox: 0.1645 (0.1552)  loss_bbox_aux_0: 0.1779 (0.1684)  loss_bbox_aux_1: 0.1649 (0.1601)  loss_bbox_aux_2: 0.1699 (0.1572)  loss_bbox_aux_3: 0.1662 (0.1558)  loss_bbox_aux_4: 0.1645 (0.1552)  loss_bbox_aux_5: 0.2190 (0.2063)  loss_bbox_dn_0: 0.2822 (0.2736)  loss_bbox_dn_1: 0.2055 (0.2031)  loss_bbox_dn_2: 0.1728 (0.1822)  loss_bbox_dn_3: 0.1626 (0.1760)  loss_bbox_dn_4: 0.1610 (0.1746)  loss_bbox_dn_5: 0.1609 (0.1746)  loss_giou: 0.4508 (0.4788)  loss_giou_aux_0: 0.4717 (0.5035)  loss_giou_aux_1: 0.4489 (0.4888)  loss_giou_aux_2: 0.4557 (0.4831)  loss_giou_aux_3: 0.4528 (0.4802)  loss_giou_aux_4: 0.4507 (0.4790)  loss_giou_aux_5: 0.5442 (0.5694)  loss_giou_dn_0: 0.5498 (0.5883)  loss_giou_dn_1: 0.4425 (0.4815)  loss_giou_dn_2: 0.4152 (0.4517)  loss_giou_dn_3: 0.4062 (0.4434)  loss_giou_dn_4: 0.4025 (0.4414)  loss_giou_dn_5: 0.4025 (0.4416)  loss_vfl: 0.6811 (0.6821)  loss_vfl_aux_0: 0.7769 (0.7882)  loss_vfl_aux_1: 0.7510 (0.7391)  loss_vfl_aux_2: 0.7098 (0.7095)  loss_vfl_aux_3: 0.6959 (0.6932)  loss_vfl_aux_4: 0.6884 (0.6855)  loss_vfl_aux_5: 0.7566 (0.7683)  loss_vfl_dn_0: 0.4519 (0.4552)  loss_vfl_dn_1: 0.3877 (0.3902)  loss_vfl_dn_2: 0.3766 (0.3744)  loss_vfl_dn_3: 0.3694 (0.3670)  loss_vfl_dn_4: 0.3678 (0.3644)  loss_vfl_dn_5: 0.3671 (0.3637)  time: 0.4888  data: 0.0139  max mem: 5654
Epoch: [38]  [7000/7393]  eta: 0:03:11  lr: 0.000010  loss: 15.7921 (16.0539)  loss_bbox: 0.1529 (0.1552)  loss_bbox_aux_0: 0.1711 (0.1684)  loss_bbox_aux_1: 0.1609 (0.1601)  loss_bbox_aux_2: 0.1576 (0.1572)  loss_bbox_aux_3: 0.1548 (0.1558)  loss_bbox_aux_4: 0.1525 (0.1552)  loss_bbox_aux_5: 0.2080 (0.2063)  loss_bbox_dn_0: 0.2818 (0.2736)  loss_bbox_dn_1: 0.2119 (0.2031)  loss_bbox_dn_2: 0.1926 (0.1823)  loss_bbox_dn_3: 0.1807 (0.1761)  loss_bbox_dn_4: 0.1772 (0.1747)  loss_bbox_dn_5: 0.1772 (0.1747)  loss_giou: 0.4214 (0.4786)  loss_giou_aux_0: 0.4495 (0.5033)  loss_giou_aux_1: 0.4311 (0.4886)  loss_giou_aux_2: 0.4203 (0.4829)  loss_giou_aux_3: 0.4210 (0.4800)  loss_giou_aux_4: 0.4235 (0.4787)  loss_giou_aux_5: 0.5113 (0.5693)  loss_giou_dn_0: 0.5581 (0.5882)  loss_giou_dn_1: 0.4496 (0.4815)  loss_giou_dn_2: 0.4201 (0.4516)  loss_giou_dn_3: 0.4135 (0.4433)  loss_giou_dn_4: 0.4088 (0.4413)  loss_giou_dn_5: 0.4092 (0.4415)  loss_vfl: 0.6983 (0.6823)  loss_vfl_aux_0: 0.8059 (0.7884)  loss_vfl_aux_1: 0.7640 (0.7393)  loss_vfl_aux_2: 0.7333 (0.7097)  loss_vfl_aux_3: 0.7121 (0.6934)  loss_vfl_aux_4: 0.6994 (0.6858)  loss_vfl_aux_5: 0.7946 (0.7685)  loss_vfl_dn_0: 0.4581 (0.4553)  loss_vfl_dn_1: 0.3856 (0.3902)  loss_vfl_dn_2: 0.3676 (0.3745)  loss_vfl_dn_3: 0.3617 (0.3670)  loss_vfl_dn_4: 0.3589 (0.3644)  loss_vfl_dn_5: 0.3570 (0.3637)  time: 0.4745  data: 0.0147  max mem: 5654
Epoch: [38]  [7100/7393]  eta: 0:02:22  lr: 0.000010  loss: 16.1778 (16.0531)  loss_bbox: 0.1469 (0.1552)  loss_bbox_aux_0: 0.1658 (0.1684)  loss_bbox_aux_1: 0.1413 (0.1602)  loss_bbox_aux_2: 0.1526 (0.1573)  loss_bbox_aux_3: 0.1449 (0.1558)  loss_bbox_aux_4: 0.1436 (0.1552)  loss_bbox_aux_5: 0.2002 (0.2063)  loss_bbox_dn_0: 0.2422 (0.2736)  loss_bbox_dn_1: 0.1806 (0.2031)  loss_bbox_dn_2: 0.1535 (0.1823)  loss_bbox_dn_3: 0.1477 (0.1761)  loss_bbox_dn_4: 0.1469 (0.1747)  loss_bbox_dn_5: 0.1469 (0.1747)  loss_giou: 0.4827 (0.4785)  loss_giou_aux_0: 0.4992 (0.5032)  loss_giou_aux_1: 0.4844 (0.4885)  loss_giou_aux_2: 0.4991 (0.4828)  loss_giou_aux_3: 0.4967 (0.4799)  loss_giou_aux_4: 0.4829 (0.4786)  loss_giou_aux_5: 0.5616 (0.5691)  loss_giou_dn_0: 0.5982 (0.5881)  loss_giou_dn_1: 0.4972 (0.4814)  loss_giou_dn_2: 0.4661 (0.4515)  loss_giou_dn_3: 0.4576 (0.4432)  loss_giou_dn_4: 0.4575 (0.4412)  loss_giou_dn_5: 0.4575 (0.4414)  loss_vfl: 0.6751 (0.6825)  loss_vfl_aux_0: 0.7781 (0.7884)  loss_vfl_aux_1: 0.7424 (0.7393)  loss_vfl_aux_2: 0.7131 (0.7097)  loss_vfl_aux_3: 0.7050 (0.6935)  loss_vfl_aux_4: 0.6880 (0.6859)  loss_vfl_aux_5: 0.7591 (0.7685)  loss_vfl_dn_0: 0.4517 (0.4553)  loss_vfl_dn_1: 0.3863 (0.3901)  loss_vfl_dn_2: 0.3752 (0.3744)  loss_vfl_dn_3: 0.3671 (0.3670)  loss_vfl_dn_4: 0.3631 (0.3644)  loss_vfl_dn_5: 0.3613 (0.3637)  time: 0.4754  data: 0.0149  max mem: 5654
Epoch: [38]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.3713 (16.0551)  loss_bbox: 0.1593 (0.1553)  loss_bbox_aux_0: 0.1670 (0.1684)  loss_bbox_aux_1: 0.1629 (0.1602)  loss_bbox_aux_2: 0.1598 (0.1573)  loss_bbox_aux_3: 0.1547 (0.1559)  loss_bbox_aux_4: 0.1576 (0.1553)  loss_bbox_aux_5: 0.2030 (0.2063)  loss_bbox_dn_0: 0.2544 (0.2736)  loss_bbox_dn_1: 0.1820 (0.2031)  loss_bbox_dn_2: 0.1567 (0.1822)  loss_bbox_dn_3: 0.1528 (0.1760)  loss_bbox_dn_4: 0.1508 (0.1746)  loss_bbox_dn_5: 0.1508 (0.1746)  loss_giou: 0.4616 (0.4787)  loss_giou_aux_0: 0.4584 (0.5034)  loss_giou_aux_1: 0.4483 (0.4888)  loss_giou_aux_2: 0.4671 (0.4831)  loss_giou_aux_3: 0.4625 (0.4801)  loss_giou_aux_4: 0.4606 (0.4789)  loss_giou_aux_5: 0.5280 (0.5693)  loss_giou_dn_0: 0.5474 (0.5882)  loss_giou_dn_1: 0.4401 (0.4814)  loss_giou_dn_2: 0.4126 (0.4516)  loss_giou_dn_3: 0.4022 (0.4433)  loss_giou_dn_4: 0.3994 (0.4413)  loss_giou_dn_5: 0.3995 (0.4415)  loss_vfl: 0.6672 (0.6825)  loss_vfl_aux_0: 0.7697 (0.7883)  loss_vfl_aux_1: 0.7283 (0.7393)  loss_vfl_aux_2: 0.6875 (0.7097)  loss_vfl_aux_3: 0.6794 (0.6935)  loss_vfl_aux_4: 0.6651 (0.6859)  loss_vfl_aux_5: 0.7323 (0.7685)  loss_vfl_dn_0: 0.4452 (0.4552)  loss_vfl_dn_1: 0.3779 (0.3901)  loss_vfl_dn_2: 0.3584 (0.3744)  loss_vfl_dn_3: 0.3529 (0.3670)  loss_vfl_dn_4: 0.3460 (0.3644)  loss_vfl_dn_5: 0.3449 (0.3636)  time: 0.4926  data: 0.0144  max mem: 5654
Epoch: [38]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 16.0277 (16.0565)  loss_bbox: 0.1611 (0.1553)  loss_bbox_aux_0: 0.1681 (0.1684)  loss_bbox_aux_1: 0.1544 (0.1602)  loss_bbox_aux_2: 0.1537 (0.1574)  loss_bbox_aux_3: 0.1554 (0.1559)  loss_bbox_aux_4: 0.1609 (0.1553)  loss_bbox_aux_5: 0.2113 (0.2063)  loss_bbox_dn_0: 0.2624 (0.2736)  loss_bbox_dn_1: 0.1883 (0.2032)  loss_bbox_dn_2: 0.1665 (0.1823)  loss_bbox_dn_3: 0.1651 (0.1761)  loss_bbox_dn_4: 0.1653 (0.1747)  loss_bbox_dn_5: 0.1654 (0.1747)  loss_giou: 0.4682 (0.4786)  loss_giou_aux_0: 0.5102 (0.5033)  loss_giou_aux_1: 0.4972 (0.4887)  loss_giou_aux_2: 0.4878 (0.4830)  loss_giou_aux_3: 0.4689 (0.4800)  loss_giou_aux_4: 0.4646 (0.4787)  loss_giou_aux_5: 0.5750 (0.5692)  loss_giou_dn_0: 0.5860 (0.5881)  loss_giou_dn_1: 0.4907 (0.4814)  loss_giou_dn_2: 0.4564 (0.4516)  loss_giou_dn_3: 0.4483 (0.4433)  loss_giou_dn_4: 0.4480 (0.4412)  loss_giou_dn_5: 0.4486 (0.4414)  loss_vfl: 0.6649 (0.6827)  loss_vfl_aux_0: 0.7816 (0.7886)  loss_vfl_aux_1: 0.7095 (0.7395)  loss_vfl_aux_2: 0.6928 (0.7099)  loss_vfl_aux_3: 0.6727 (0.6937)  loss_vfl_aux_4: 0.6755 (0.6862)  loss_vfl_aux_5: 0.7445 (0.7687)  loss_vfl_dn_0: 0.4524 (0.4553)  loss_vfl_dn_1: 0.3913 (0.3902)  loss_vfl_dn_2: 0.3731 (0.3745)  loss_vfl_dn_3: 0.3674 (0.3670)  loss_vfl_dn_4: 0.3648 (0.3644)  loss_vfl_dn_5: 0.3643 (0.3637)  time: 0.4780  data: 0.0140  max mem: 5654
Epoch: [38]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.6825 (16.0575)  loss_bbox: 0.1479 (0.1553)  loss_bbox_aux_0: 0.1626 (0.1684)  loss_bbox_aux_1: 0.1577 (0.1602)  loss_bbox_aux_2: 0.1521 (0.1574)  loss_bbox_aux_3: 0.1651 (0.1559)  loss_bbox_aux_4: 0.1575 (0.1553)  loss_bbox_aux_5: 0.2039 (0.2064)  loss_bbox_dn_0: 0.2873 (0.2736)  loss_bbox_dn_1: 0.2131 (0.2032)  loss_bbox_dn_2: 0.1837 (0.1823)  loss_bbox_dn_3: 0.1794 (0.1761)  loss_bbox_dn_4: 0.1755 (0.1747)  loss_bbox_dn_5: 0.1752 (0.1747)  loss_giou: 0.4845 (0.4787)  loss_giou_aux_0: 0.5007 (0.5034)  loss_giou_aux_1: 0.4865 (0.4888)  loss_giou_aux_2: 0.4871 (0.4831)  loss_giou_aux_3: 0.4848 (0.4802)  loss_giou_aux_4: 0.4868 (0.4789)  loss_giou_aux_5: 0.5695 (0.5694)  loss_giou_dn_0: 0.6019 (0.5882)  loss_giou_dn_1: 0.4831 (0.4815)  loss_giou_dn_2: 0.4627 (0.4516)  loss_giou_dn_3: 0.4523 (0.4433)  loss_giou_dn_4: 0.4497 (0.4413)  loss_giou_dn_5: 0.4498 (0.4415)  loss_vfl: 0.6838 (0.6827)  loss_vfl_aux_0: 0.7942 (0.7885)  loss_vfl_aux_1: 0.7482 (0.7395)  loss_vfl_aux_2: 0.7164 (0.7098)  loss_vfl_aux_3: 0.7085 (0.6937)  loss_vfl_aux_4: 0.6884 (0.6861)  loss_vfl_aux_5: 0.8070 (0.7688)  loss_vfl_dn_0: 0.4573 (0.4553)  loss_vfl_dn_1: 0.3930 (0.3902)  loss_vfl_dn_2: 0.3794 (0.3745)  loss_vfl_dn_3: 0.3711 (0.3670)  loss_vfl_dn_4: 0.3700 (0.3644)  loss_vfl_dn_5: 0.3700 (0.3637)  time: 0.4798  data: 0.0140  max mem: 5654
Epoch: [38] Total time: 1:00:01 (0.4872 s / it)
Averaged stats: lr: 0.000010  loss: 16.6825 (16.0575)  loss_bbox: 0.1479 (0.1553)  loss_bbox_aux_0: 0.1626 (0.1684)  loss_bbox_aux_1: 0.1577 (0.1602)  loss_bbox_aux_2: 0.1521 (0.1574)  loss_bbox_aux_3: 0.1651 (0.1559)  loss_bbox_aux_4: 0.1575 (0.1553)  loss_bbox_aux_5: 0.2039 (0.2064)  loss_bbox_dn_0: 0.2873 (0.2736)  loss_bbox_dn_1: 0.2131 (0.2032)  loss_bbox_dn_2: 0.1837 (0.1823)  loss_bbox_dn_3: 0.1794 (0.1761)  loss_bbox_dn_4: 0.1755 (0.1747)  loss_bbox_dn_5: 0.1752 (0.1747)  loss_giou: 0.4845 (0.4787)  loss_giou_aux_0: 0.5007 (0.5034)  loss_giou_aux_1: 0.4865 (0.4888)  loss_giou_aux_2: 0.4871 (0.4831)  loss_giou_aux_3: 0.4848 (0.4802)  loss_giou_aux_4: 0.4868 (0.4789)  loss_giou_aux_5: 0.5695 (0.5694)  loss_giou_dn_0: 0.6019 (0.5882)  loss_giou_dn_1: 0.4831 (0.4815)  loss_giou_dn_2: 0.4627 (0.4516)  loss_giou_dn_3: 0.4523 (0.4433)  loss_giou_dn_4: 0.4497 (0.4413)  loss_giou_dn_5: 0.4498 (0.4415)  loss_vfl: 0.6838 (0.6827)  loss_vfl_aux_0: 0.7942 (0.7885)  loss_vfl_aux_1: 0.7482 (0.7395)  loss_vfl_aux_2: 0.7164 (0.7098)  loss_vfl_aux_3: 0.7085 (0.6937)  loss_vfl_aux_4: 0.6884 (0.6861)  loss_vfl_aux_5: 0.8070 (0.7688)  loss_vfl_dn_0: 0.4573 (0.4553)  loss_vfl_dn_1: 0.3930 (0.3902)  loss_vfl_dn_2: 0.3794 (0.3745)  loss_vfl_dn_3: 0.3711 (0.3670)  loss_vfl_dn_4: 0.3700 (0.3644)  loss_vfl_dn_5: 0.3700 (0.3637)
Test:  [  0/157]  eta: 0:04:17    time: 1.6428  data: 1.2197  max mem: 5654
Test:  [ 10/157]  eta: 0:02:34    time: 1.0530  data: 0.1335  max mem: 5654
Test:  [ 20/157]  eta: 0:01:40    time: 0.6891  data: 0.0255  max mem: 5654
Test:  [ 30/157]  eta: 0:01:19    time: 0.3874  data: 0.0262  max mem: 5654
Test:  [ 40/157]  eta: 0:01:06    time: 0.3918  data: 0.0264  max mem: 5654
Test:  [ 50/157]  eta: 0:00:57    time: 0.3934  data: 0.0261  max mem: 5654
Test:  [ 60/157]  eta: 0:00:49    time: 0.3998  data: 0.0265  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.3951  data: 0.0269  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3968  data: 0.0270  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.4012  data: 0.0269  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3870  data: 0.0261  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3880  data: 0.0262  max mem: 5654
Test:  [120/157]  eta: 0:00:18    time: 0.6826  data: 0.0258  max mem: 5654
Test:  [130/157]  eta: 0:00:13    time: 0.6806  data: 0.0261  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.3829  data: 0.0266  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3699  data: 0.0257  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3592  data: 0.0248  max mem: 5654
Test: Total time: 0:01:14 (0.4739 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=32.76s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.523
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.704
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.567
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.347
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.566
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.699
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.389
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.650
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.718
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.538
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.765
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.884
best_stat:  {'epoch': 38, 'coco_eval_bbox': 0.5229690567823487}
Epoch: [39]  [   0/7393]  eta: 1 day, 6:38:06  lr: 0.000010  loss: 17.1909 (17.1909)  loss_bbox: 0.1029 (0.1029)  loss_bbox_aux_0: 0.1288 (0.1288)  loss_bbox_aux_1: 0.1199 (0.1199)  loss_bbox_aux_2: 0.1064 (0.1064)  loss_bbox_aux_3: 0.1041 (0.1041)  loss_bbox_aux_4: 0.1038 (0.1038)  loss_bbox_aux_5: 0.1398 (0.1398)  loss_bbox_dn_0: 0.1754 (0.1754)  loss_bbox_dn_1: 0.1296 (0.1296)  loss_bbox_dn_2: 0.1219 (0.1219)  loss_bbox_dn_3: 0.1190 (0.1190)  loss_bbox_dn_4: 0.1198 (0.1198)  loss_bbox_dn_5: 0.1198 (0.1198)  loss_giou: 0.7081 (0.7081)  loss_giou_aux_0: 0.7613 (0.7613)  loss_giou_aux_1: 0.7431 (0.7431)  loss_giou_aux_2: 0.7388 (0.7388)  loss_giou_aux_3: 0.7180 (0.7180)  loss_giou_aux_4: 0.7175 (0.7175)  loss_giou_aux_5: 0.8280 (0.8280)  loss_giou_dn_0: 0.7412 (0.7412)  loss_giou_dn_1: 0.6305 (0.6305)  loss_giou_dn_2: 0.6052 (0.6052)  loss_giou_dn_3: 0.6040 (0.6040)  loss_giou_dn_4: 0.6035 (0.6035)  loss_giou_dn_5: 0.6037 (0.6037)  loss_vfl: 0.6155 (0.6155)  loss_vfl_aux_0: 0.6101 (0.6101)  loss_vfl_aux_1: 0.5992 (0.5992)  loss_vfl_aux_2: 0.5879 (0.5879)  loss_vfl_aux_3: 0.6016 (0.6016)  loss_vfl_aux_4: 0.6075 (0.6075)  loss_vfl_aux_5: 0.6368 (0.6368)  loss_vfl_dn_0: 0.4334 (0.4334)  loss_vfl_dn_1: 0.3887 (0.3887)  loss_vfl_dn_2: 0.3824 (0.3824)  loss_vfl_dn_3: 0.3772 (0.3772)  loss_vfl_dn_4: 0.3784 (0.3784)  loss_vfl_dn_5: 0.3782 (0.3782)  time: 14.9177  data: 2.7654  max mem: 5654
Epoch: [39]  [ 100/7393]  eta: 1:15:54  lr: 0.000010  loss: 16.4521 (15.9623)  loss_bbox: 0.1608 (0.1575)  loss_bbox_aux_0: 0.1754 (0.1705)  loss_bbox_aux_1: 0.1619 (0.1599)  loss_bbox_aux_2: 0.1700 (0.1595)  loss_bbox_aux_3: 0.1609 (0.1572)  loss_bbox_aux_4: 0.1652 (0.1574)  loss_bbox_aux_5: 0.2227 (0.2085)  loss_bbox_dn_0: 0.2796 (0.2751)  loss_bbox_dn_1: 0.2106 (0.2026)  loss_bbox_dn_2: 0.1851 (0.1821)  loss_bbox_dn_3: 0.1741 (0.1761)  loss_bbox_dn_4: 0.1709 (0.1746)  loss_bbox_dn_5: 0.1709 (0.1746)  loss_giou: 0.4380 (0.4766)  loss_giou_aux_0: 0.4659 (0.5023)  loss_giou_aux_1: 0.4305 (0.4846)  loss_giou_aux_2: 0.4438 (0.4818)  loss_giou_aux_3: 0.4485 (0.4778)  loss_giou_aux_4: 0.4393 (0.4775)  loss_giou_aux_5: 0.5375 (0.5654)  loss_giou_dn_0: 0.5703 (0.5854)  loss_giou_dn_1: 0.4621 (0.4793)  loss_giou_dn_2: 0.4350 (0.4498)  loss_giou_dn_3: 0.4282 (0.4422)  loss_giou_dn_4: 0.4264 (0.4401)  loss_giou_dn_5: 0.4264 (0.4403)  loss_vfl: 0.6571 (0.6718)  loss_vfl_aux_0: 0.7383 (0.7797)  loss_vfl_aux_1: 0.7068 (0.7329)  loss_vfl_aux_2: 0.6956 (0.6971)  loss_vfl_aux_3: 0.6634 (0.6808)  loss_vfl_aux_4: 0.6594 (0.6749)  loss_vfl_aux_5: 0.7513 (0.7646)  loss_vfl_dn_0: 0.4535 (0.4525)  loss_vfl_dn_1: 0.3840 (0.3876)  loss_vfl_dn_2: 0.3715 (0.3721)  loss_vfl_dn_3: 0.3635 (0.3649)  loss_vfl_dn_4: 0.3607 (0.3624)  loss_vfl_dn_5: 0.3611 (0.3618)  time: 0.4705  data: 0.0148  max mem: 5654
Epoch: [39]  [ 200/7393]  eta: 1:06:27  lr: 0.000010  loss: 15.4366 (15.9562)  loss_bbox: 0.1557 (0.1576)  loss_bbox_aux_0: 0.1608 (0.1700)  loss_bbox_aux_1: 0.1591 (0.1618)  loss_bbox_aux_2: 0.1573 (0.1593)  loss_bbox_aux_3: 0.1522 (0.1573)  loss_bbox_aux_4: 0.1475 (0.1576)  loss_bbox_aux_5: 0.1920 (0.2078)  loss_bbox_dn_0: 0.2838 (0.2784)  loss_bbox_dn_1: 0.2092 (0.2061)  loss_bbox_dn_2: 0.1875 (0.1849)  loss_bbox_dn_3: 0.1846 (0.1789)  loss_bbox_dn_4: 0.1829 (0.1775)  loss_bbox_dn_5: 0.1829 (0.1775)  loss_giou: 0.4281 (0.4680)  loss_giou_aux_0: 0.4466 (0.4940)  loss_giou_aux_1: 0.4369 (0.4782)  loss_giou_aux_2: 0.4346 (0.4727)  loss_giou_aux_3: 0.4273 (0.4696)  loss_giou_aux_4: 0.4223 (0.4687)  loss_giou_aux_5: 0.5025 (0.5568)  loss_giou_dn_0: 0.5497 (0.5836)  loss_giou_dn_1: 0.4483 (0.4765)  loss_giou_dn_2: 0.4120 (0.4466)  loss_giou_dn_3: 0.4031 (0.4388)  loss_giou_dn_4: 0.4024 (0.4367)  loss_giou_dn_5: 0.4022 (0.4368)  loss_vfl: 0.6596 (0.6798)  loss_vfl_aux_0: 0.7725 (0.7833)  loss_vfl_aux_1: 0.7200 (0.7350)  loss_vfl_aux_2: 0.6877 (0.7062)  loss_vfl_aux_3: 0.6685 (0.6878)  loss_vfl_aux_4: 0.6796 (0.6828)  loss_vfl_aux_5: 0.7603 (0.7746)  loss_vfl_dn_0: 0.4585 (0.4542)  loss_vfl_dn_1: 0.3851 (0.3887)  loss_vfl_dn_2: 0.3702 (0.3725)  loss_vfl_dn_3: 0.3599 (0.3651)  loss_vfl_dn_4: 0.3575 (0.3625)  loss_vfl_dn_5: 0.3571 (0.3618)  time: 0.4815  data: 0.0148  max mem: 5654
Epoch: [39]  [ 300/7393]  eta: 1:02:36  lr: 0.000010  loss: 15.6649 (15.9499)  loss_bbox: 0.1381 (0.1551)  loss_bbox_aux_0: 0.1481 (0.1692)  loss_bbox_aux_1: 0.1418 (0.1609)  loss_bbox_aux_2: 0.1411 (0.1582)  loss_bbox_aux_3: 0.1417 (0.1557)  loss_bbox_aux_4: 0.1375 (0.1554)  loss_bbox_aux_5: 0.1886 (0.2078)  loss_bbox_dn_0: 0.2536 (0.2758)  loss_bbox_dn_1: 0.1959 (0.2040)  loss_bbox_dn_2: 0.1766 (0.1830)  loss_bbox_dn_3: 0.1763 (0.1770)  loss_bbox_dn_4: 0.1763 (0.1757)  loss_bbox_dn_5: 0.1763 (0.1757)  loss_giou: 0.5052 (0.4692)  loss_giou_aux_0: 0.5231 (0.4957)  loss_giou_aux_1: 0.5053 (0.4799)  loss_giou_aux_2: 0.4989 (0.4740)  loss_giou_aux_3: 0.5090 (0.4713)  loss_giou_aux_4: 0.5001 (0.4700)  loss_giou_aux_5: 0.5783 (0.5593)  loss_giou_dn_0: 0.5848 (0.5835)  loss_giou_dn_1: 0.4777 (0.4761)  loss_giou_dn_2: 0.4488 (0.4463)  loss_giou_dn_3: 0.4459 (0.4385)  loss_giou_dn_4: 0.4443 (0.4364)  loss_giou_dn_5: 0.4445 (0.4365)  loss_vfl: 0.6806 (0.6822)  loss_vfl_aux_0: 0.7931 (0.7840)  loss_vfl_aux_1: 0.7343 (0.7363)  loss_vfl_aux_2: 0.6965 (0.7069)  loss_vfl_aux_3: 0.6749 (0.6908)  loss_vfl_aux_4: 0.6765 (0.6849)  loss_vfl_aux_5: 0.7560 (0.7716)  loss_vfl_dn_0: 0.4489 (0.4538)  loss_vfl_dn_1: 0.3842 (0.3886)  loss_vfl_dn_2: 0.3725 (0.3723)  loss_vfl_dn_3: 0.3653 (0.3647)  loss_vfl_dn_4: 0.3578 (0.3622)  loss_vfl_dn_5: 0.3587 (0.3616)  time: 0.4778  data: 0.0146  max mem: 5654
Epoch: [39]  [ 400/7393]  eta: 1:00:17  lr: 0.000010  loss: 15.5994 (15.9418)  loss_bbox: 0.1320 (0.1549)  loss_bbox_aux_0: 0.1452 (0.1684)  loss_bbox_aux_1: 0.1386 (0.1601)  loss_bbox_aux_2: 0.1333 (0.1573)  loss_bbox_aux_3: 0.1316 (0.1551)  loss_bbox_aux_4: 0.1339 (0.1549)  loss_bbox_aux_5: 0.1777 (0.2062)  loss_bbox_dn_0: 0.2379 (0.2729)  loss_bbox_dn_1: 0.1716 (0.2020)  loss_bbox_dn_2: 0.1554 (0.1812)  loss_bbox_dn_3: 0.1495 (0.1752)  loss_bbox_dn_4: 0.1463 (0.1739)  loss_bbox_dn_5: 0.1462 (0.1739)  loss_giou: 0.4693 (0.4726)  loss_giou_aux_0: 0.4989 (0.4981)  loss_giou_aux_1: 0.4781 (0.4829)  loss_giou_aux_2: 0.4691 (0.4767)  loss_giou_aux_3: 0.4589 (0.4742)  loss_giou_aux_4: 0.4697 (0.4731)  loss_giou_aux_5: 0.5629 (0.5619)  loss_giou_dn_0: 0.5573 (0.5844)  loss_giou_dn_1: 0.4650 (0.4771)  loss_giou_dn_2: 0.4414 (0.4474)  loss_giou_dn_3: 0.4316 (0.4396)  loss_giou_dn_4: 0.4304 (0.4376)  loss_giou_dn_5: 0.4310 (0.4377)  loss_vfl: 0.6314 (0.6784)  loss_vfl_aux_0: 0.7474 (0.7823)  loss_vfl_aux_1: 0.7019 (0.7339)  loss_vfl_aux_2: 0.6679 (0.7042)  loss_vfl_aux_3: 0.6560 (0.6884)  loss_vfl_aux_4: 0.6440 (0.6819)  loss_vfl_aux_5: 0.7384 (0.7677)  loss_vfl_dn_0: 0.4506 (0.4540)  loss_vfl_dn_1: 0.3805 (0.3891)  loss_vfl_dn_2: 0.3690 (0.3728)  loss_vfl_dn_3: 0.3612 (0.3652)  loss_vfl_dn_4: 0.3574 (0.3626)  loss_vfl_dn_5: 0.3567 (0.3620)  time: 0.4866  data: 0.0138  max mem: 5654
Epoch: [39]  [ 500/7393]  eta: 0:58:43  lr: 0.000010  loss: 15.5877 (15.9290)  loss_bbox: 0.1467 (0.1551)  loss_bbox_aux_0: 0.1750 (0.1690)  loss_bbox_aux_1: 0.1622 (0.1604)  loss_bbox_aux_2: 0.1609 (0.1577)  loss_bbox_aux_3: 0.1503 (0.1554)  loss_bbox_aux_4: 0.1466 (0.1551)  loss_bbox_aux_5: 0.2117 (0.2064)  loss_bbox_dn_0: 0.2698 (0.2737)  loss_bbox_dn_1: 0.1992 (0.2024)  loss_bbox_dn_2: 0.1730 (0.1815)  loss_bbox_dn_3: 0.1686 (0.1755)  loss_bbox_dn_4: 0.1688 (0.1742)  loss_bbox_dn_5: 0.1688 (0.1742)  loss_giou: 0.4022 (0.4719)  loss_giou_aux_0: 0.4337 (0.4976)  loss_giou_aux_1: 0.4193 (0.4820)  loss_giou_aux_2: 0.4172 (0.4760)  loss_giou_aux_3: 0.4115 (0.4733)  loss_giou_aux_4: 0.4043 (0.4722)  loss_giou_aux_5: 0.4851 (0.5617)  loss_giou_dn_0: 0.5610 (0.5830)  loss_giou_dn_1: 0.4396 (0.4758)  loss_giou_dn_2: 0.4047 (0.4461)  loss_giou_dn_3: 0.3973 (0.4381)  loss_giou_dn_4: 0.3950 (0.4361)  loss_giou_dn_5: 0.3952 (0.4363)  loss_vfl: 0.6863 (0.6785)  loss_vfl_aux_0: 0.7703 (0.7821)  loss_vfl_aux_1: 0.7428 (0.7328)  loss_vfl_aux_2: 0.7070 (0.7041)  loss_vfl_aux_3: 0.6902 (0.6887)  loss_vfl_aux_4: 0.6935 (0.6818)  loss_vfl_aux_5: 0.7630 (0.7679)  loss_vfl_dn_0: 0.4509 (0.4535)  loss_vfl_dn_1: 0.3849 (0.3885)  loss_vfl_dn_2: 0.3727 (0.3722)  loss_vfl_dn_3: 0.3599 (0.3646)  loss_vfl_dn_4: 0.3572 (0.3620)  loss_vfl_dn_5: 0.3565 (0.3614)  time: 0.4821  data: 0.0143  max mem: 5654
Epoch: [39]  [ 600/7393]  eta: 0:57:08  lr: 0.000010  loss: 16.5709 (15.9077)  loss_bbox: 0.1516 (0.1548)  loss_bbox_aux_0: 0.1635 (0.1686)  loss_bbox_aux_1: 0.1599 (0.1604)  loss_bbox_aux_2: 0.1554 (0.1574)  loss_bbox_aux_3: 0.1463 (0.1552)  loss_bbox_aux_4: 0.1547 (0.1548)  loss_bbox_aux_5: 0.1947 (0.2059)  loss_bbox_dn_0: 0.2528 (0.2721)  loss_bbox_dn_1: 0.1860 (0.2011)  loss_bbox_dn_2: 0.1692 (0.1803)  loss_bbox_dn_3: 0.1640 (0.1743)  loss_bbox_dn_4: 0.1650 (0.1730)  loss_bbox_dn_5: 0.1651 (0.1730)  loss_giou: 0.5204 (0.4727)  loss_giou_aux_0: 0.5404 (0.4984)  loss_giou_aux_1: 0.5319 (0.4832)  loss_giou_aux_2: 0.5298 (0.4770)  loss_giou_aux_3: 0.5197 (0.4744)  loss_giou_aux_4: 0.5234 (0.4731)  loss_giou_aux_5: 0.5906 (0.5627)  loss_giou_dn_0: 0.5967 (0.5830)  loss_giou_dn_1: 0.4916 (0.4758)  loss_giou_dn_2: 0.4599 (0.4461)  loss_giou_dn_3: 0.4534 (0.4382)  loss_giou_dn_4: 0.4510 (0.4362)  loss_giou_dn_5: 0.4510 (0.4364)  loss_vfl: 0.6579 (0.6759)  loss_vfl_aux_0: 0.7303 (0.7803)  loss_vfl_aux_1: 0.6952 (0.7298)  loss_vfl_aux_2: 0.6617 (0.7016)  loss_vfl_aux_3: 0.6517 (0.6860)  loss_vfl_aux_4: 0.6353 (0.6792)  loss_vfl_aux_5: 0.7408 (0.7654)  loss_vfl_dn_0: 0.4440 (0.4535)  loss_vfl_dn_1: 0.3871 (0.3883)  loss_vfl_dn_2: 0.3767 (0.3720)  loss_vfl_dn_3: 0.3705 (0.3644)  loss_vfl_dn_4: 0.3673 (0.3619)  loss_vfl_dn_5: 0.3678 (0.3612)  time: 0.4602  data: 0.0139  max mem: 5654
Epoch: [39]  [ 700/7393]  eta: 0:55:57  lr: 0.000010  loss: 16.0980 (15.9222)  loss_bbox: 0.1477 (0.1540)  loss_bbox_aux_0: 0.1539 (0.1679)  loss_bbox_aux_1: 0.1547 (0.1599)  loss_bbox_aux_2: 0.1475 (0.1567)  loss_bbox_aux_3: 0.1453 (0.1542)  loss_bbox_aux_4: 0.1479 (0.1540)  loss_bbox_aux_5: 0.1922 (0.2049)  loss_bbox_dn_0: 0.2523 (0.2704)  loss_bbox_dn_1: 0.1802 (0.1998)  loss_bbox_dn_2: 0.1569 (0.1791)  loss_bbox_dn_3: 0.1531 (0.1731)  loss_bbox_dn_4: 0.1541 (0.1718)  loss_bbox_dn_5: 0.1541 (0.1718)  loss_giou: 0.4753 (0.4749)  loss_giou_aux_0: 0.5199 (0.5005)  loss_giou_aux_1: 0.4907 (0.4856)  loss_giou_aux_2: 0.4726 (0.4794)  loss_giou_aux_3: 0.4746 (0.4765)  loss_giou_aux_4: 0.4715 (0.4752)  loss_giou_aux_5: 0.5983 (0.5644)  loss_giou_dn_0: 0.5992 (0.5848)  loss_giou_dn_1: 0.4806 (0.4777)  loss_giou_dn_2: 0.4500 (0.4479)  loss_giou_dn_3: 0.4391 (0.4400)  loss_giou_dn_4: 0.4386 (0.4380)  loss_giou_dn_5: 0.4386 (0.4381)  loss_vfl: 0.7007 (0.6761)  loss_vfl_aux_0: 0.7843 (0.7799)  loss_vfl_aux_1: 0.7318 (0.7290)  loss_vfl_aux_2: 0.7066 (0.7014)  loss_vfl_aux_3: 0.6931 (0.6865)  loss_vfl_aux_4: 0.6989 (0.6794)  loss_vfl_aux_5: 0.7465 (0.7644)  loss_vfl_dn_0: 0.4489 (0.4540)  loss_vfl_dn_1: 0.3924 (0.3889)  loss_vfl_dn_2: 0.3757 (0.3726)  loss_vfl_dn_3: 0.3672 (0.3650)  loss_vfl_dn_4: 0.3645 (0.3624)  loss_vfl_dn_5: 0.3631 (0.3617)  time: 0.4786  data: 0.0139  max mem: 5654
Epoch: [39]  [ 800/7393]  eta: 0:54:44  lr: 0.000010  loss: 16.3596 (15.9437)  loss_bbox: 0.1557 (0.1547)  loss_bbox_aux_0: 0.1768 (0.1686)  loss_bbox_aux_1: 0.1701 (0.1606)  loss_bbox_aux_2: 0.1574 (0.1573)  loss_bbox_aux_3: 0.1583 (0.1549)  loss_bbox_aux_4: 0.1570 (0.1547)  loss_bbox_aux_5: 0.2117 (0.2055)  loss_bbox_dn_0: 0.2902 (0.2714)  loss_bbox_dn_1: 0.2206 (0.2005)  loss_bbox_dn_2: 0.1799 (0.1797)  loss_bbox_dn_3: 0.1732 (0.1736)  loss_bbox_dn_4: 0.1735 (0.1723)  loss_bbox_dn_5: 0.1735 (0.1723)  loss_giou: 0.4781 (0.4762)  loss_giou_aux_0: 0.5159 (0.5018)  loss_giou_aux_1: 0.4866 (0.4870)  loss_giou_aux_2: 0.4808 (0.4809)  loss_giou_aux_3: 0.4735 (0.4777)  loss_giou_aux_4: 0.4734 (0.4764)  loss_giou_aux_5: 0.5736 (0.5656)  loss_giou_dn_0: 0.5722 (0.5854)  loss_giou_dn_1: 0.4759 (0.4785)  loss_giou_dn_2: 0.4479 (0.4484)  loss_giou_dn_3: 0.4409 (0.4405)  loss_giou_dn_4: 0.4370 (0.4384)  loss_giou_dn_5: 0.4370 (0.4386)  loss_vfl: 0.6740 (0.6759)  loss_vfl_aux_0: 0.7848 (0.7796)  loss_vfl_aux_1: 0.7233 (0.7295)  loss_vfl_aux_2: 0.6888 (0.7011)  loss_vfl_aux_3: 0.6779 (0.6860)  loss_vfl_aux_4: 0.6732 (0.6793)  loss_vfl_aux_5: 0.7864 (0.7647)  loss_vfl_dn_0: 0.4522 (0.4542)  loss_vfl_dn_1: 0.3935 (0.3891)  loss_vfl_dn_2: 0.3775 (0.3728)  loss_vfl_dn_3: 0.3743 (0.3652)  loss_vfl_dn_4: 0.3721 (0.3627)  loss_vfl_dn_5: 0.3695 (0.3620)  time: 0.4773  data: 0.0137  max mem: 5654
Epoch: [39]  [ 900/7393]  eta: 0:53:37  lr: 0.000010  loss: 15.7993 (15.9455)  loss_bbox: 0.1347 (0.1548)  loss_bbox_aux_0: 0.1553 (0.1683)  loss_bbox_aux_1: 0.1541 (0.1605)  loss_bbox_aux_2: 0.1519 (0.1572)  loss_bbox_aux_3: 0.1415 (0.1550)  loss_bbox_aux_4: 0.1346 (0.1548)  loss_bbox_aux_5: 0.2040 (0.2057)  loss_bbox_dn_0: 0.2516 (0.2725)  loss_bbox_dn_1: 0.1837 (0.2013)  loss_bbox_dn_2: 0.1640 (0.1805)  loss_bbox_dn_3: 0.1594 (0.1743)  loss_bbox_dn_4: 0.1573 (0.1730)  loss_bbox_dn_5: 0.1574 (0.1730)  loss_giou: 0.4285 (0.4748)  loss_giou_aux_0: 0.4499 (0.5001)  loss_giou_aux_1: 0.4381 (0.4856)  loss_giou_aux_2: 0.4383 (0.4795)  loss_giou_aux_3: 0.4341 (0.4763)  loss_giou_aux_4: 0.4343 (0.4750)  loss_giou_aux_5: 0.5305 (0.5646)  loss_giou_dn_0: 0.5543 (0.5848)  loss_giou_dn_1: 0.4569 (0.4778)  loss_giou_dn_2: 0.4239 (0.4478)  loss_giou_dn_3: 0.4200 (0.4399)  loss_giou_dn_4: 0.4183 (0.4378)  loss_giou_dn_5: 0.4190 (0.4380)  loss_vfl: 0.6530 (0.6768)  loss_vfl_aux_0: 0.8008 (0.7819)  loss_vfl_aux_1: 0.6887 (0.7311)  loss_vfl_aux_2: 0.6879 (0.7026)  loss_vfl_aux_3: 0.6780 (0.6873)  loss_vfl_aux_4: 0.6538 (0.6803)  loss_vfl_aux_5: 0.7845 (0.7661)  loss_vfl_dn_0: 0.4538 (0.4545)  loss_vfl_dn_1: 0.3765 (0.3891)  loss_vfl_dn_2: 0.3626 (0.3729)  loss_vfl_dn_3: 0.3539 (0.3653)  loss_vfl_dn_4: 0.3521 (0.3628)  loss_vfl_dn_5: 0.3520 (0.3620)  time: 0.4856  data: 0.0143  max mem: 5654
Epoch: [39]  [1000/7393]  eta: 0:52:36  lr: 0.000010  loss: 15.9490 (15.9564)  loss_bbox: 0.1387 (0.1553)  loss_bbox_aux_0: 0.1624 (0.1690)  loss_bbox_aux_1: 0.1475 (0.1610)  loss_bbox_aux_2: 0.1448 (0.1578)  loss_bbox_aux_3: 0.1401 (0.1554)  loss_bbox_aux_4: 0.1344 (0.1552)  loss_bbox_aux_5: 0.1958 (0.2065)  loss_bbox_dn_0: 0.2524 (0.2735)  loss_bbox_dn_1: 0.1787 (0.2021)  loss_bbox_dn_2: 0.1546 (0.1810)  loss_bbox_dn_3: 0.1490 (0.1748)  loss_bbox_dn_4: 0.1449 (0.1734)  loss_bbox_dn_5: 0.1449 (0.1734)  loss_giou: 0.4769 (0.4752)  loss_giou_aux_0: 0.4898 (0.5005)  loss_giou_aux_1: 0.4801 (0.4859)  loss_giou_aux_2: 0.4827 (0.4800)  loss_giou_aux_3: 0.4767 (0.4767)  loss_giou_aux_4: 0.4758 (0.4755)  loss_giou_aux_5: 0.5587 (0.5653)  loss_giou_dn_0: 0.5947 (0.5849)  loss_giou_dn_1: 0.4937 (0.4779)  loss_giou_dn_2: 0.4501 (0.4478)  loss_giou_dn_3: 0.4411 (0.4398)  loss_giou_dn_4: 0.4400 (0.4377)  loss_giou_dn_5: 0.4399 (0.4379)  loss_vfl: 0.6690 (0.6765)  loss_vfl_aux_0: 0.7625 (0.7820)  loss_vfl_aux_1: 0.7214 (0.7313)  loss_vfl_aux_2: 0.6996 (0.7024)  loss_vfl_aux_3: 0.6798 (0.6872)  loss_vfl_aux_4: 0.6779 (0.6800)  loss_vfl_aux_5: 0.7680 (0.7659)  loss_vfl_dn_0: 0.4542 (0.4548)  loss_vfl_dn_1: 0.3890 (0.3893)  loss_vfl_dn_2: 0.3715 (0.3730)  loss_vfl_dn_3: 0.3691 (0.3655)  loss_vfl_dn_4: 0.3654 (0.3629)  loss_vfl_dn_5: 0.3646 (0.3621)  time: 0.4799  data: 0.0141  max mem: 5654
Epoch: [39]  [1100/7393]  eta: 0:51:37  lr: 0.000010  loss: 16.1974 (15.9546)  loss_bbox: 0.1411 (0.1551)  loss_bbox_aux_0: 0.1488 (0.1686)  loss_bbox_aux_1: 0.1409 (0.1607)  loss_bbox_aux_2: 0.1403 (0.1576)  loss_bbox_aux_3: 0.1423 (0.1552)  loss_bbox_aux_4: 0.1411 (0.1550)  loss_bbox_aux_5: 0.1988 (0.2062)  loss_bbox_dn_0: 0.2296 (0.2735)  loss_bbox_dn_1: 0.1723 (0.2022)  loss_bbox_dn_2: 0.1593 (0.1812)  loss_bbox_dn_3: 0.1547 (0.1750)  loss_bbox_dn_4: 0.1547 (0.1736)  loss_bbox_dn_5: 0.1547 (0.1736)  loss_giou: 0.4655 (0.4743)  loss_giou_aux_0: 0.5035 (0.4998)  loss_giou_aux_1: 0.4767 (0.4850)  loss_giou_aux_2: 0.4892 (0.4791)  loss_giou_aux_3: 0.4635 (0.4759)  loss_giou_aux_4: 0.4666 (0.4746)  loss_giou_aux_5: 0.5975 (0.5643)  loss_giou_dn_0: 0.5893 (0.5844)  loss_giou_dn_1: 0.4868 (0.4776)  loss_giou_dn_2: 0.4626 (0.4478)  loss_giou_dn_3: 0.4520 (0.4397)  loss_giou_dn_4: 0.4490 (0.4376)  loss_giou_dn_5: 0.4491 (0.4378)  loss_vfl: 0.6575 (0.6770)  loss_vfl_aux_0: 0.7497 (0.7828)  loss_vfl_aux_1: 0.7060 (0.7326)  loss_vfl_aux_2: 0.7025 (0.7031)  loss_vfl_aux_3: 0.6686 (0.6879)  loss_vfl_aux_4: 0.6625 (0.6806)  loss_vfl_aux_5: 0.7628 (0.7671)  loss_vfl_dn_0: 0.4545 (0.4548)  loss_vfl_dn_1: 0.3919 (0.3893)  loss_vfl_dn_2: 0.3759 (0.3731)  loss_vfl_dn_3: 0.3685 (0.3656)  loss_vfl_dn_4: 0.3667 (0.3630)  loss_vfl_dn_5: 0.3658 (0.3623)  time: 0.4827  data: 0.0141  max mem: 5654
Epoch: [39]  [1200/7393]  eta: 0:50:41  lr: 0.000010  loss: 15.9040 (15.9715)  loss_bbox: 0.1525 (0.1556)  loss_bbox_aux_0: 0.1662 (0.1689)  loss_bbox_aux_1: 0.1574 (0.1610)  loss_bbox_aux_2: 0.1549 (0.1579)  loss_bbox_aux_3: 0.1575 (0.1557)  loss_bbox_aux_4: 0.1527 (0.1555)  loss_bbox_aux_5: 0.1981 (0.2067)  loss_bbox_dn_0: 0.2667 (0.2740)  loss_bbox_dn_1: 0.2040 (0.2027)  loss_bbox_dn_2: 0.1875 (0.1817)  loss_bbox_dn_3: 0.1824 (0.1754)  loss_bbox_dn_4: 0.1811 (0.1741)  loss_bbox_dn_5: 0.1812 (0.1741)  loss_giou: 0.4552 (0.4759)  loss_giou_aux_0: 0.4734 (0.5010)  loss_giou_aux_1: 0.4644 (0.4864)  loss_giou_aux_2: 0.4608 (0.4804)  loss_giou_aux_3: 0.4565 (0.4774)  loss_giou_aux_4: 0.4571 (0.4761)  loss_giou_aux_5: 0.5385 (0.5660)  loss_giou_dn_0: 0.5790 (0.5855)  loss_giou_dn_1: 0.4727 (0.4788)  loss_giou_dn_2: 0.4302 (0.4489)  loss_giou_dn_3: 0.4183 (0.4408)  loss_giou_dn_4: 0.4168 (0.4388)  loss_giou_dn_5: 0.4168 (0.4389)  loss_vfl: 0.6427 (0.6758)  loss_vfl_aux_0: 0.7509 (0.7824)  loss_vfl_aux_1: 0.6961 (0.7321)  loss_vfl_aux_2: 0.6496 (0.7023)  loss_vfl_aux_3: 0.6301 (0.6868)  loss_vfl_aux_4: 0.6453 (0.6795)  loss_vfl_aux_5: 0.7362 (0.7660)  loss_vfl_dn_0: 0.4609 (0.4546)  loss_vfl_dn_1: 0.3890 (0.3893)  loss_vfl_dn_2: 0.3714 (0.3731)  loss_vfl_dn_3: 0.3643 (0.3657)  loss_vfl_dn_4: 0.3635 (0.3631)  loss_vfl_dn_5: 0.3617 (0.3624)  time: 0.4831  data: 0.0144  max mem: 5654
Epoch: [39]  [1300/7393]  eta: 0:49:42  lr: 0.000010  loss: 15.8762 (15.9784)  loss_bbox: 0.1314 (0.1557)  loss_bbox_aux_0: 0.1475 (0.1688)  loss_bbox_aux_1: 0.1340 (0.1610)  loss_bbox_aux_2: 0.1292 (0.1579)  loss_bbox_aux_3: 0.1300 (0.1557)  loss_bbox_aux_4: 0.1317 (0.1555)  loss_bbox_aux_5: 0.1727 (0.2068)  loss_bbox_dn_0: 0.2115 (0.2742)  loss_bbox_dn_1: 0.1573 (0.2029)  loss_bbox_dn_2: 0.1477 (0.1818)  loss_bbox_dn_3: 0.1431 (0.1756)  loss_bbox_dn_4: 0.1433 (0.1742)  loss_bbox_dn_5: 0.1433 (0.1742)  loss_giou: 0.4809 (0.4761)  loss_giou_aux_0: 0.5154 (0.5013)  loss_giou_aux_1: 0.5087 (0.4865)  loss_giou_aux_2: 0.4843 (0.4806)  loss_giou_aux_3: 0.4840 (0.4775)  loss_giou_aux_4: 0.4827 (0.4762)  loss_giou_aux_5: 0.5787 (0.5665)  loss_giou_dn_0: 0.6018 (0.5860)  loss_giou_dn_1: 0.4956 (0.4793)  loss_giou_dn_2: 0.4635 (0.4494)  loss_giou_dn_3: 0.4542 (0.4413)  loss_giou_dn_4: 0.4517 (0.4392)  loss_giou_dn_5: 0.4523 (0.4394)  loss_vfl: 0.6770 (0.6758)  loss_vfl_aux_0: 0.7753 (0.7827)  loss_vfl_aux_1: 0.7233 (0.7321)  loss_vfl_aux_2: 0.7134 (0.7026)  loss_vfl_aux_3: 0.6891 (0.6871)  loss_vfl_aux_4: 0.6996 (0.6796)  loss_vfl_aux_5: 0.7310 (0.7664)  loss_vfl_dn_0: 0.4408 (0.4546)  loss_vfl_dn_1: 0.3893 (0.3893)  loss_vfl_dn_2: 0.3723 (0.3732)  loss_vfl_dn_3: 0.3643 (0.3658)  loss_vfl_dn_4: 0.3622 (0.3632)  loss_vfl_dn_5: 0.3623 (0.3624)  time: 0.4657  data: 0.0140  max mem: 5654
Epoch: [39]  [1400/7393]  eta: 0:48:48  lr: 0.000010  loss: 16.4203 (15.9954)  loss_bbox: 0.1524 (0.1561)  loss_bbox_aux_0: 0.1640 (0.1689)  loss_bbox_aux_1: 0.1630 (0.1614)  loss_bbox_aux_2: 0.1647 (0.1583)  loss_bbox_aux_3: 0.1675 (0.1561)  loss_bbox_aux_4: 0.1576 (0.1559)  loss_bbox_aux_5: 0.2022 (0.2068)  loss_bbox_dn_0: 0.2596 (0.2746)  loss_bbox_dn_1: 0.1984 (0.2033)  loss_bbox_dn_2: 0.1850 (0.1823)  loss_bbox_dn_3: 0.1788 (0.1760)  loss_bbox_dn_4: 0.1762 (0.1746)  loss_bbox_dn_5: 0.1762 (0.1746)  loss_giou: 0.4658 (0.4768)  loss_giou_aux_0: 0.4782 (0.5016)  loss_giou_aux_1: 0.4801 (0.4870)  loss_giou_aux_2: 0.4720 (0.4812)  loss_giou_aux_3: 0.4694 (0.4781)  loss_giou_aux_4: 0.4640 (0.4768)  loss_giou_aux_5: 0.5403 (0.5666)  loss_giou_dn_0: 0.5747 (0.5867)  loss_giou_dn_1: 0.4688 (0.4799)  loss_giou_dn_2: 0.4534 (0.4501)  loss_giou_dn_3: 0.4473 (0.4419)  loss_giou_dn_4: 0.4440 (0.4399)  loss_giou_dn_5: 0.4438 (0.4400)  loss_vfl: 0.6685 (0.6762)  loss_vfl_aux_0: 0.7686 (0.7832)  loss_vfl_aux_1: 0.7379 (0.7328)  loss_vfl_aux_2: 0.7059 (0.7028)  loss_vfl_aux_3: 0.6815 (0.6874)  loss_vfl_aux_4: 0.6716 (0.6801)  loss_vfl_aux_5: 0.7516 (0.7669)  loss_vfl_dn_0: 0.4587 (0.4548)  loss_vfl_dn_1: 0.3982 (0.3897)  loss_vfl_dn_2: 0.3847 (0.3736)  loss_vfl_dn_3: 0.3791 (0.3661)  loss_vfl_dn_4: 0.3751 (0.3635)  loss_vfl_dn_5: 0.3747 (0.3628)  time: 0.4717  data: 0.0140  max mem: 5654
Epoch: [39]  [1500/7393]  eta: 0:47:53  lr: 0.000010  loss: 16.0935 (15.9921)  loss_bbox: 0.1530 (0.1560)  loss_bbox_aux_0: 0.1653 (0.1686)  loss_bbox_aux_1: 0.1582 (0.1611)  loss_bbox_aux_2: 0.1538 (0.1581)  loss_bbox_aux_3: 0.1540 (0.1559)  loss_bbox_aux_4: 0.1529 (0.1557)  loss_bbox_aux_5: 0.1936 (0.2063)  loss_bbox_dn_0: 0.2624 (0.2738)  loss_bbox_dn_1: 0.1938 (0.2027)  loss_bbox_dn_2: 0.1654 (0.1818)  loss_bbox_dn_3: 0.1591 (0.1755)  loss_bbox_dn_4: 0.1562 (0.1742)  loss_bbox_dn_5: 0.1562 (0.1742)  loss_giou: 0.4865 (0.4769)  loss_giou_aux_0: 0.5127 (0.5017)  loss_giou_aux_1: 0.5000 (0.4871)  loss_giou_aux_2: 0.4958 (0.4813)  loss_giou_aux_3: 0.4879 (0.4781)  loss_giou_aux_4: 0.4871 (0.4769)  loss_giou_aux_5: 0.6067 (0.5669)  loss_giou_dn_0: 0.6198 (0.5866)  loss_giou_dn_1: 0.5177 (0.4799)  loss_giou_dn_2: 0.4778 (0.4500)  loss_giou_dn_3: 0.4698 (0.4419)  loss_giou_dn_4: 0.4670 (0.4398)  loss_giou_dn_5: 0.4670 (0.4400)  loss_vfl: 0.6533 (0.6764)  loss_vfl_aux_0: 0.7540 (0.7833)  loss_vfl_aux_1: 0.7234 (0.7329)  loss_vfl_aux_2: 0.6884 (0.7030)  loss_vfl_aux_3: 0.6852 (0.6879)  loss_vfl_aux_4: 0.6589 (0.6803)  loss_vfl_aux_5: 0.7404 (0.7670)  loss_vfl_dn_0: 0.4451 (0.4548)  loss_vfl_dn_1: 0.3807 (0.3896)  loss_vfl_dn_2: 0.3694 (0.3736)  loss_vfl_dn_3: 0.3661 (0.3661)  loss_vfl_dn_4: 0.3663 (0.3635)  loss_vfl_dn_5: 0.3664 (0.3627)  time: 0.4726  data: 0.0144  max mem: 5654
Epoch: [39]  [1600/7393]  eta: 0:47:02  lr: 0.000010  loss: 15.6566 (15.9897)  loss_bbox: 0.1524 (0.1557)  loss_bbox_aux_0: 0.1622 (0.1684)  loss_bbox_aux_1: 0.1471 (0.1608)  loss_bbox_aux_2: 0.1555 (0.1578)  loss_bbox_aux_3: 0.1502 (0.1556)  loss_bbox_aux_4: 0.1524 (0.1555)  loss_bbox_aux_5: 0.1970 (0.2061)  loss_bbox_dn_0: 0.2439 (0.2735)  loss_bbox_dn_1: 0.1891 (0.2024)  loss_bbox_dn_2: 0.1692 (0.1814)  loss_bbox_dn_3: 0.1613 (0.1752)  loss_bbox_dn_4: 0.1558 (0.1738)  loss_bbox_dn_5: 0.1556 (0.1738)  loss_giou: 0.4548 (0.4768)  loss_giou_aux_0: 0.4915 (0.5018)  loss_giou_aux_1: 0.4626 (0.4870)  loss_giou_aux_2: 0.4650 (0.4813)  loss_giou_aux_3: 0.4483 (0.4780)  loss_giou_aux_4: 0.4614 (0.4768)  loss_giou_aux_5: 0.5458 (0.5670)  loss_giou_dn_0: 0.5891 (0.5869)  loss_giou_dn_1: 0.4662 (0.4801)  loss_giou_dn_2: 0.4406 (0.4502)  loss_giou_dn_3: 0.4324 (0.4421)  loss_giou_dn_4: 0.4326 (0.4400)  loss_giou_dn_5: 0.4326 (0.4402)  loss_vfl: 0.6714 (0.6766)  loss_vfl_aux_0: 0.7656 (0.7828)  loss_vfl_aux_1: 0.6998 (0.7333)  loss_vfl_aux_2: 0.6767 (0.7030)  loss_vfl_aux_3: 0.6744 (0.6883)  loss_vfl_aux_4: 0.6753 (0.6805)  loss_vfl_aux_5: 0.7341 (0.7664)  loss_vfl_dn_0: 0.4498 (0.4548)  loss_vfl_dn_1: 0.3885 (0.3897)  loss_vfl_dn_2: 0.3709 (0.3737)  loss_vfl_dn_3: 0.3615 (0.3662)  loss_vfl_dn_4: 0.3591 (0.3636)  loss_vfl_dn_5: 0.3573 (0.3628)  time: 0.4813  data: 0.0148  max mem: 5654
Epoch: [39]  [1700/7393]  eta: 0:46:10  lr: 0.000010  loss: 15.7500 (15.9721)  loss_bbox: 0.1388 (0.1555)  loss_bbox_aux_0: 0.1614 (0.1682)  loss_bbox_aux_1: 0.1505 (0.1608)  loss_bbox_aux_2: 0.1438 (0.1578)  loss_bbox_aux_3: 0.1372 (0.1555)  loss_bbox_aux_4: 0.1388 (0.1554)  loss_bbox_aux_5: 0.1880 (0.2060)  loss_bbox_dn_0: 0.2684 (0.2736)  loss_bbox_dn_1: 0.1999 (0.2025)  loss_bbox_dn_2: 0.1784 (0.1815)  loss_bbox_dn_3: 0.1688 (0.1753)  loss_bbox_dn_4: 0.1690 (0.1739)  loss_bbox_dn_5: 0.1691 (0.1739)  loss_giou: 0.4474 (0.4757)  loss_giou_aux_0: 0.4624 (0.5005)  loss_giou_aux_1: 0.4550 (0.4860)  loss_giou_aux_2: 0.4442 (0.4803)  loss_giou_aux_3: 0.4432 (0.4769)  loss_giou_aux_4: 0.4440 (0.4758)  loss_giou_aux_5: 0.5429 (0.5656)  loss_giou_dn_0: 0.5864 (0.5860)  loss_giou_dn_1: 0.4814 (0.4792)  loss_giou_dn_2: 0.4471 (0.4494)  loss_giou_dn_3: 0.4357 (0.4412)  loss_giou_dn_4: 0.4322 (0.4392)  loss_giou_dn_5: 0.4323 (0.4393)  loss_vfl: 0.6837 (0.6761)  loss_vfl_aux_0: 0.7735 (0.7826)  loss_vfl_aux_1: 0.7282 (0.7323)  loss_vfl_aux_2: 0.7021 (0.7022)  loss_vfl_aux_3: 0.6855 (0.6879)  loss_vfl_aux_4: 0.6796 (0.6800)  loss_vfl_aux_5: 0.7749 (0.7663)  loss_vfl_dn_0: 0.4537 (0.4547)  loss_vfl_dn_1: 0.3883 (0.3894)  loss_vfl_dn_2: 0.3759 (0.3735)  loss_vfl_dn_3: 0.3655 (0.3660)  loss_vfl_dn_4: 0.3619 (0.3634)  loss_vfl_dn_5: 0.3622 (0.3626)  time: 0.4777  data: 0.0140  max mem: 5654
Epoch: [39]  [1800/7393]  eta: 0:45:38  lr: 0.000010  loss: 15.9921 (15.9804)  loss_bbox: 0.1467 (0.1555)  loss_bbox_aux_0: 0.1509 (0.1680)  loss_bbox_aux_1: 0.1487 (0.1607)  loss_bbox_aux_2: 0.1466 (0.1579)  loss_bbox_aux_3: 0.1460 (0.1555)  loss_bbox_aux_4: 0.1452 (0.1553)  loss_bbox_aux_5: 0.1834 (0.2058)  loss_bbox_dn_0: 0.2429 (0.2733)  loss_bbox_dn_1: 0.1745 (0.2023)  loss_bbox_dn_2: 0.1593 (0.1814)  loss_bbox_dn_3: 0.1533 (0.1752)  loss_bbox_dn_4: 0.1515 (0.1738)  loss_bbox_dn_5: 0.1520 (0.1738)  loss_giou: 0.5025 (0.4766)  loss_giou_aux_0: 0.5336 (0.5013)  loss_giou_aux_1: 0.5119 (0.4869)  loss_giou_aux_2: 0.5095 (0.4812)  loss_giou_aux_3: 0.5077 (0.4777)  loss_giou_aux_4: 0.5049 (0.4766)  loss_giou_aux_5: 0.5998 (0.5665)  loss_giou_dn_0: 0.6185 (0.5866)  loss_giou_dn_1: 0.5133 (0.4798)  loss_giou_dn_2: 0.4856 (0.4500)  loss_giou_dn_3: 0.4792 (0.4419)  loss_giou_dn_4: 0.4783 (0.4398)  loss_giou_dn_5: 0.4787 (0.4400)  loss_vfl: 0.6706 (0.6760)  loss_vfl_aux_0: 0.7854 (0.7829)  loss_vfl_aux_1: 0.7388 (0.7321)  loss_vfl_aux_2: 0.6907 (0.7020)  loss_vfl_aux_3: 0.6694 (0.6878)  loss_vfl_aux_4: 0.6768 (0.6799)  loss_vfl_aux_5: 0.7417 (0.7661)  loss_vfl_dn_0: 0.4569 (0.4547)  loss_vfl_dn_1: 0.3928 (0.3895)  loss_vfl_dn_2: 0.3771 (0.3735)  loss_vfl_dn_3: 0.3695 (0.3661)  loss_vfl_dn_4: 0.3683 (0.3635)  loss_vfl_dn_5: 0.3665 (0.3628)  time: 0.8110  data: 0.0138  max mem: 5654
Epoch: [39]  [1900/7393]  eta: 0:44:46  lr: 0.000010  loss: 15.5578 (15.9712)  loss_bbox: 0.1470 (0.1554)  loss_bbox_aux_0: 0.1538 (0.1680)  loss_bbox_aux_1: 0.1500 (0.1605)  loss_bbox_aux_2: 0.1500 (0.1578)  loss_bbox_aux_3: 0.1437 (0.1553)  loss_bbox_aux_4: 0.1441 (0.1552)  loss_bbox_aux_5: 0.2057 (0.2059)  loss_bbox_dn_0: 0.2583 (0.2735)  loss_bbox_dn_1: 0.1841 (0.2024)  loss_bbox_dn_2: 0.1553 (0.1814)  loss_bbox_dn_3: 0.1473 (0.1752)  loss_bbox_dn_4: 0.1443 (0.1738)  loss_bbox_dn_5: 0.1445 (0.1738)  loss_giou: 0.4660 (0.4761)  loss_giou_aux_0: 0.4852 (0.5008)  loss_giou_aux_1: 0.4761 (0.4862)  loss_giou_aux_2: 0.4738 (0.4808)  loss_giou_aux_3: 0.4657 (0.4773)  loss_giou_aux_4: 0.4629 (0.4762)  loss_giou_aux_5: 0.5687 (0.5661)  loss_giou_dn_0: 0.5744 (0.5862)  loss_giou_dn_1: 0.4614 (0.4794)  loss_giou_dn_2: 0.4258 (0.4496)  loss_giou_dn_3: 0.4204 (0.4414)  loss_giou_dn_4: 0.4194 (0.4393)  loss_giou_dn_5: 0.4197 (0.4395)  loss_vfl: 0.6370 (0.6756)  loss_vfl_aux_0: 0.7283 (0.7825)  loss_vfl_aux_1: 0.6917 (0.7320)  loss_vfl_aux_2: 0.6695 (0.7016)  loss_vfl_aux_3: 0.6496 (0.6873)  loss_vfl_aux_4: 0.6468 (0.6794)  loss_vfl_aux_5: 0.7321 (0.7660)  loss_vfl_dn_0: 0.4497 (0.4546)  loss_vfl_dn_1: 0.3857 (0.3894)  loss_vfl_dn_2: 0.3690 (0.3735)  loss_vfl_dn_3: 0.3609 (0.3660)  loss_vfl_dn_4: 0.3563 (0.3634)  loss_vfl_dn_5: 0.3558 (0.3626)  time: 0.4788  data: 0.0140  max mem: 5654
Epoch: [39]  [2000/7393]  eta: 0:43:56  lr: 0.000010  loss: 16.4413 (15.9736)  loss_bbox: 0.1566 (0.1553)  loss_bbox_aux_0: 0.1754 (0.1680)  loss_bbox_aux_1: 0.1620 (0.1605)  loss_bbox_aux_2: 0.1586 (0.1577)  loss_bbox_aux_3: 0.1565 (0.1552)  loss_bbox_aux_4: 0.1565 (0.1551)  loss_bbox_aux_5: 0.2047 (0.2056)  loss_bbox_dn_0: 0.2860 (0.2734)  loss_bbox_dn_1: 0.2216 (0.2024)  loss_bbox_dn_2: 0.2009 (0.1815)  loss_bbox_dn_3: 0.1910 (0.1752)  loss_bbox_dn_4: 0.1877 (0.1739)  loss_bbox_dn_5: 0.1877 (0.1739)  loss_giou: 0.4684 (0.4756)  loss_giou_aux_0: 0.4963 (0.5004)  loss_giou_aux_1: 0.4738 (0.4858)  loss_giou_aux_2: 0.4571 (0.4803)  loss_giou_aux_3: 0.4565 (0.4769)  loss_giou_aux_4: 0.4565 (0.4757)  loss_giou_aux_5: 0.5374 (0.5656)  loss_giou_dn_0: 0.6037 (0.5861)  loss_giou_dn_1: 0.4928 (0.4792)  loss_giou_dn_2: 0.4652 (0.4494)  loss_giou_dn_3: 0.4574 (0.4412)  loss_giou_dn_4: 0.4550 (0.4392)  loss_giou_dn_5: 0.4551 (0.4393)  loss_vfl: 0.7360 (0.6767)  loss_vfl_aux_0: 0.8234 (0.7833)  loss_vfl_aux_1: 0.7818 (0.7328)  loss_vfl_aux_2: 0.7527 (0.7027)  loss_vfl_aux_3: 0.7560 (0.6884)  loss_vfl_aux_4: 0.7328 (0.6806)  loss_vfl_aux_5: 0.8034 (0.7669)  loss_vfl_dn_0: 0.4548 (0.4546)  loss_vfl_dn_1: 0.3925 (0.3894)  loss_vfl_dn_2: 0.3775 (0.3735)  loss_vfl_dn_3: 0.3720 (0.3661)  loss_vfl_dn_4: 0.3702 (0.3635)  loss_vfl_dn_5: 0.3692 (0.3627)  time: 0.4841  data: 0.0141  max mem: 5654
Epoch: [39]  [2100/7393]  eta: 0:43:04  lr: 0.000010  loss: 15.8201 (15.9667)  loss_bbox: 0.1491 (0.1552)  loss_bbox_aux_0: 0.1559 (0.1679)  loss_bbox_aux_1: 0.1570 (0.1603)  loss_bbox_aux_2: 0.1477 (0.1576)  loss_bbox_aux_3: 0.1477 (0.1552)  loss_bbox_aux_4: 0.1491 (0.1551)  loss_bbox_aux_5: 0.2048 (0.2055)  loss_bbox_dn_0: 0.2518 (0.2729)  loss_bbox_dn_1: 0.1895 (0.2021)  loss_bbox_dn_2: 0.1741 (0.1812)  loss_bbox_dn_3: 0.1681 (0.1750)  loss_bbox_dn_4: 0.1657 (0.1736)  loss_bbox_dn_5: 0.1659 (0.1736)  loss_giou: 0.4335 (0.4756)  loss_giou_aux_0: 0.4606 (0.5003)  loss_giou_aux_1: 0.4482 (0.4857)  loss_giou_aux_2: 0.4355 (0.4802)  loss_giou_aux_3: 0.4317 (0.4769)  loss_giou_aux_4: 0.4336 (0.4757)  loss_giou_aux_5: 0.5260 (0.5654)  loss_giou_dn_0: 0.5648 (0.5857)  loss_giou_dn_1: 0.4508 (0.4789)  loss_giou_dn_2: 0.4180 (0.4492)  loss_giou_dn_3: 0.4095 (0.4410)  loss_giou_dn_4: 0.4074 (0.4389)  loss_giou_dn_5: 0.4075 (0.4391)  loss_vfl: 0.6802 (0.6764)  loss_vfl_aux_0: 0.7841 (0.7829)  loss_vfl_aux_1: 0.7309 (0.7324)  loss_vfl_aux_2: 0.6971 (0.7023)  loss_vfl_aux_3: 0.6839 (0.6880)  loss_vfl_aux_4: 0.6837 (0.6802)  loss_vfl_aux_5: 0.7633 (0.7667)  loss_vfl_dn_0: 0.4547 (0.4546)  loss_vfl_dn_1: 0.3940 (0.3895)  loss_vfl_dn_2: 0.3747 (0.3735)  loss_vfl_dn_3: 0.3683 (0.3661)  loss_vfl_dn_4: 0.3654 (0.3635)  loss_vfl_dn_5: 0.3642 (0.3627)  time: 0.4798  data: 0.0144  max mem: 5654
Epoch: [39]  [2200/7393]  eta: 0:42:15  lr: 0.000010  loss: 15.9689 (15.9706)  loss_bbox: 0.1480 (0.1553)  loss_bbox_aux_0: 0.1572 (0.1679)  loss_bbox_aux_1: 0.1563 (0.1604)  loss_bbox_aux_2: 0.1465 (0.1577)  loss_bbox_aux_3: 0.1462 (0.1553)  loss_bbox_aux_4: 0.1456 (0.1551)  loss_bbox_aux_5: 0.1862 (0.2055)  loss_bbox_dn_0: 0.2403 (0.2726)  loss_bbox_dn_1: 0.1909 (0.2018)  loss_bbox_dn_2: 0.1570 (0.1809)  loss_bbox_dn_3: 0.1472 (0.1747)  loss_bbox_dn_4: 0.1459 (0.1733)  loss_bbox_dn_5: 0.1459 (0.1733)  loss_giou: 0.5105 (0.4765)  loss_giou_aux_0: 0.5119 (0.5012)  loss_giou_aux_1: 0.5063 (0.4866)  loss_giou_aux_2: 0.5081 (0.4812)  loss_giou_aux_3: 0.5102 (0.4778)  loss_giou_aux_4: 0.5170 (0.4765)  loss_giou_aux_5: 0.5752 (0.5664)  loss_giou_dn_0: 0.6042 (0.5862)  loss_giou_dn_1: 0.5007 (0.4793)  loss_giou_dn_2: 0.4729 (0.4495)  loss_giou_dn_3: 0.4629 (0.4414)  loss_giou_dn_4: 0.4614 (0.4393)  loss_giou_dn_5: 0.4617 (0.4395)  loss_vfl: 0.6863 (0.6758)  loss_vfl_aux_0: 0.7766 (0.7825)  loss_vfl_aux_1: 0.7220 (0.7319)  loss_vfl_aux_2: 0.7055 (0.7019)  loss_vfl_aux_3: 0.6882 (0.6875)  loss_vfl_aux_4: 0.6793 (0.6797)  loss_vfl_aux_5: 0.7387 (0.7663)  loss_vfl_dn_0: 0.4509 (0.4546)  loss_vfl_dn_1: 0.3855 (0.3895)  loss_vfl_dn_2: 0.3695 (0.3735)  loss_vfl_dn_3: 0.3668 (0.3661)  loss_vfl_dn_4: 0.3623 (0.3635)  loss_vfl_dn_5: 0.3636 (0.3627)  time: 0.4792  data: 0.0142  max mem: 5654
Epoch: [39]  [2300/7393]  eta: 0:41:23  lr: 0.000010  loss: 15.6970 (15.9631)  loss_bbox: 0.1643 (0.1554)  loss_bbox_aux_0: 0.1675 (0.1680)  loss_bbox_aux_1: 0.1663 (0.1604)  loss_bbox_aux_2: 0.1632 (0.1577)  loss_bbox_aux_3: 0.1610 (0.1554)  loss_bbox_aux_4: 0.1608 (0.1552)  loss_bbox_aux_5: 0.2042 (0.2057)  loss_bbox_dn_0: 0.2658 (0.2726)  loss_bbox_dn_1: 0.1991 (0.2018)  loss_bbox_dn_2: 0.1770 (0.1808)  loss_bbox_dn_3: 0.1706 (0.1746)  loss_bbox_dn_4: 0.1684 (0.1733)  loss_bbox_dn_5: 0.1685 (0.1733)  loss_giou: 0.4549 (0.4759)  loss_giou_aux_0: 0.4577 (0.5004)  loss_giou_aux_1: 0.4661 (0.4859)  loss_giou_aux_2: 0.4542 (0.4805)  loss_giou_aux_3: 0.4516 (0.4771)  loss_giou_aux_4: 0.4548 (0.4759)  loss_giou_aux_5: 0.5581 (0.5655)  loss_giou_dn_0: 0.5660 (0.5855)  loss_giou_dn_1: 0.4771 (0.4787)  loss_giou_dn_2: 0.4500 (0.4489)  loss_giou_dn_3: 0.4448 (0.4407)  loss_giou_dn_4: 0.4413 (0.4387)  loss_giou_dn_5: 0.4415 (0.4388)  loss_vfl: 0.6998 (0.6759)  loss_vfl_aux_0: 0.8006 (0.7827)  loss_vfl_aux_1: 0.7633 (0.7321)  loss_vfl_aux_2: 0.7248 (0.7022)  loss_vfl_aux_3: 0.7121 (0.6877)  loss_vfl_aux_4: 0.6987 (0.6799)  loss_vfl_aux_5: 0.7624 (0.7666)  loss_vfl_dn_0: 0.4513 (0.4546)  loss_vfl_dn_1: 0.3871 (0.3894)  loss_vfl_dn_2: 0.3691 (0.3735)  loss_vfl_dn_3: 0.3609 (0.3660)  loss_vfl_dn_4: 0.3584 (0.3634)  loss_vfl_dn_5: 0.3573 (0.3626)  time: 0.4707  data: 0.0137  max mem: 5654
Epoch: [39]  [2400/7393]  eta: 0:40:32  lr: 0.000010  loss: 15.2032 (15.9669)  loss_bbox: 0.1462 (0.1555)  loss_bbox_aux_0: 0.1557 (0.1681)  loss_bbox_aux_1: 0.1509 (0.1605)  loss_bbox_aux_2: 0.1502 (0.1578)  loss_bbox_aux_3: 0.1508 (0.1555)  loss_bbox_aux_4: 0.1489 (0.1553)  loss_bbox_aux_5: 0.1973 (0.2057)  loss_bbox_dn_0: 0.2594 (0.2727)  loss_bbox_dn_1: 0.1790 (0.2019)  loss_bbox_dn_2: 0.1683 (0.1810)  loss_bbox_dn_3: 0.1678 (0.1748)  loss_bbox_dn_4: 0.1669 (0.1734)  loss_bbox_dn_5: 0.1670 (0.1734)  loss_giou: 0.4492 (0.4764)  loss_giou_aux_0: 0.4715 (0.5009)  loss_giou_aux_1: 0.4569 (0.4864)  loss_giou_aux_2: 0.4509 (0.4809)  loss_giou_aux_3: 0.4538 (0.4776)  loss_giou_aux_4: 0.4518 (0.4764)  loss_giou_aux_5: 0.5371 (0.5659)  loss_giou_dn_0: 0.5719 (0.5856)  loss_giou_dn_1: 0.4669 (0.4789)  loss_giou_dn_2: 0.4319 (0.4491)  loss_giou_dn_3: 0.4255 (0.4410)  loss_giou_dn_4: 0.4258 (0.4389)  loss_giou_dn_5: 0.4260 (0.4390)  loss_vfl: 0.6806 (0.6757)  loss_vfl_aux_0: 0.7673 (0.7824)  loss_vfl_aux_1: 0.7504 (0.7319)  loss_vfl_aux_2: 0.7053 (0.7019)  loss_vfl_aux_3: 0.6915 (0.6874)  loss_vfl_aux_4: 0.6794 (0.6798)  loss_vfl_aux_5: 0.7714 (0.7662)  loss_vfl_dn_0: 0.4514 (0.4544)  loss_vfl_dn_1: 0.3809 (0.3894)  loss_vfl_dn_2: 0.3637 (0.3734)  loss_vfl_dn_3: 0.3583 (0.3660)  loss_vfl_dn_4: 0.3552 (0.3634)  loss_vfl_dn_5: 0.3545 (0.3626)  time: 0.4731  data: 0.0136  max mem: 5654
Epoch: [39]  [2500/7393]  eta: 0:39:42  lr: 0.000010  loss: 15.7104 (15.9717)  loss_bbox: 0.1532 (0.1555)  loss_bbox_aux_0: 0.1815 (0.1682)  loss_bbox_aux_1: 0.1555 (0.1605)  loss_bbox_aux_2: 0.1534 (0.1579)  loss_bbox_aux_3: 0.1666 (0.1556)  loss_bbox_aux_4: 0.1545 (0.1553)  loss_bbox_aux_5: 0.2084 (0.2058)  loss_bbox_dn_0: 0.2707 (0.2729)  loss_bbox_dn_1: 0.1999 (0.2020)  loss_bbox_dn_2: 0.1744 (0.1810)  loss_bbox_dn_3: 0.1724 (0.1748)  loss_bbox_dn_4: 0.1730 (0.1735)  loss_bbox_dn_5: 0.1730 (0.1735)  loss_giou: 0.4453 (0.4768)  loss_giou_aux_0: 0.4618 (0.5012)  loss_giou_aux_1: 0.4472 (0.4867)  loss_giou_aux_2: 0.4590 (0.4814)  loss_giou_aux_3: 0.4512 (0.4781)  loss_giou_aux_4: 0.4487 (0.4768)  loss_giou_aux_5: 0.5247 (0.5664)  loss_giou_dn_0: 0.5586 (0.5858)  loss_giou_dn_1: 0.4524 (0.4792)  loss_giou_dn_2: 0.4246 (0.4493)  loss_giou_dn_3: 0.4177 (0.4412)  loss_giou_dn_4: 0.4164 (0.4391)  loss_giou_dn_5: 0.4168 (0.4393)  loss_vfl: 0.6768 (0.6757)  loss_vfl_aux_0: 0.8041 (0.7822)  loss_vfl_aux_1: 0.7370 (0.7319)  loss_vfl_aux_2: 0.7079 (0.7019)  loss_vfl_aux_3: 0.7007 (0.6873)  loss_vfl_aux_4: 0.6794 (0.6797)  loss_vfl_aux_5: 0.7716 (0.7660)  loss_vfl_dn_0: 0.4520 (0.4545)  loss_vfl_dn_1: 0.3864 (0.3894)  loss_vfl_dn_2: 0.3679 (0.3734)  loss_vfl_dn_3: 0.3631 (0.3660)  loss_vfl_dn_4: 0.3612 (0.3634)  loss_vfl_dn_5: 0.3585 (0.3626)  time: 0.4779  data: 0.0140  max mem: 5654
Epoch: [39]  [2600/7393]  eta: 0:38:52  lr: 0.000010  loss: 16.2635 (15.9709)  loss_bbox: 0.1586 (0.1556)  loss_bbox_aux_0: 0.1669 (0.1683)  loss_bbox_aux_1: 0.1629 (0.1607)  loss_bbox_aux_2: 0.1682 (0.1580)  loss_bbox_aux_3: 0.1640 (0.1557)  loss_bbox_aux_4: 0.1607 (0.1554)  loss_bbox_aux_5: 0.2109 (0.2060)  loss_bbox_dn_0: 0.2747 (0.2728)  loss_bbox_dn_1: 0.2001 (0.2020)  loss_bbox_dn_2: 0.1783 (0.1810)  loss_bbox_dn_3: 0.1695 (0.1748)  loss_bbox_dn_4: 0.1654 (0.1734)  loss_bbox_dn_5: 0.1654 (0.1734)  loss_giou: 0.4515 (0.4770)  loss_giou_aux_0: 0.4741 (0.5014)  loss_giou_aux_1: 0.4604 (0.4870)  loss_giou_aux_2: 0.4485 (0.4816)  loss_giou_aux_3: 0.4461 (0.4782)  loss_giou_aux_4: 0.4598 (0.4770)  loss_giou_aux_5: 0.5534 (0.5664)  loss_giou_dn_0: 0.5698 (0.5857)  loss_giou_dn_1: 0.4653 (0.4791)  loss_giou_dn_2: 0.4327 (0.4493)  loss_giou_dn_3: 0.4266 (0.4412)  loss_giou_dn_4: 0.4266 (0.4391)  loss_giou_dn_5: 0.4278 (0.4393)  loss_vfl: 0.6584 (0.6754)  loss_vfl_aux_0: 0.7914 (0.7820)  loss_vfl_aux_1: 0.7204 (0.7313)  loss_vfl_aux_2: 0.6767 (0.7015)  loss_vfl_aux_3: 0.6644 (0.6869)  loss_vfl_aux_4: 0.6550 (0.6794)  loss_vfl_aux_5: 0.7730 (0.7658)  loss_vfl_dn_0: 0.4562 (0.4545)  loss_vfl_dn_1: 0.3909 (0.3894)  loss_vfl_dn_2: 0.3762 (0.3734)  loss_vfl_dn_3: 0.3676 (0.3660)  loss_vfl_dn_4: 0.3645 (0.3634)  loss_vfl_dn_5: 0.3625 (0.3626)  time: 0.4790  data: 0.0138  max mem: 5654
Epoch: [39]  [2700/7393]  eta: 0:38:02  lr: 0.000010  loss: 16.1458 (15.9686)  loss_bbox: 0.1609 (0.1556)  loss_bbox_aux_0: 0.1646 (0.1682)  loss_bbox_aux_1: 0.1548 (0.1606)  loss_bbox_aux_2: 0.1600 (0.1580)  loss_bbox_aux_3: 0.1582 (0.1557)  loss_bbox_aux_4: 0.1583 (0.1554)  loss_bbox_aux_5: 0.1926 (0.2057)  loss_bbox_dn_0: 0.2487 (0.2722)  loss_bbox_dn_1: 0.1871 (0.2015)  loss_bbox_dn_2: 0.1755 (0.1806)  loss_bbox_dn_3: 0.1684 (0.1744)  loss_bbox_dn_4: 0.1660 (0.1731)  loss_bbox_dn_5: 0.1660 (0.1731)  loss_giou: 0.5302 (0.4774)  loss_giou_aux_0: 0.5332 (0.5018)  loss_giou_aux_1: 0.5280 (0.4874)  loss_giou_aux_2: 0.5352 (0.4820)  loss_giou_aux_3: 0.5309 (0.4787)  loss_giou_aux_4: 0.5300 (0.4774)  loss_giou_aux_5: 0.5956 (0.5666)  loss_giou_dn_0: 0.6048 (0.5858)  loss_giou_dn_1: 0.5094 (0.4792)  loss_giou_dn_2: 0.4768 (0.4495)  loss_giou_dn_3: 0.4678 (0.4413)  loss_giou_dn_4: 0.4641 (0.4393)  loss_giou_dn_5: 0.4641 (0.4394)  loss_vfl: 0.6408 (0.6751)  loss_vfl_aux_0: 0.7447 (0.7813)  loss_vfl_aux_1: 0.6848 (0.7308)  loss_vfl_aux_2: 0.6707 (0.7012)  loss_vfl_aux_3: 0.6553 (0.6865)  loss_vfl_aux_4: 0.6412 (0.6791)  loss_vfl_aux_5: 0.7062 (0.7654)  loss_vfl_dn_0: 0.4511 (0.4545)  loss_vfl_dn_1: 0.3940 (0.3894)  loss_vfl_dn_2: 0.3813 (0.3734)  loss_vfl_dn_3: 0.3759 (0.3660)  loss_vfl_dn_4: 0.3712 (0.3634)  loss_vfl_dn_5: 0.3682 (0.3626)  time: 0.4814  data: 0.0142  max mem: 5654
Epoch: [39]  [2800/7393]  eta: 0:37:24  lr: 0.000010  loss: 15.3927 (15.9698)  loss_bbox: 0.1507 (0.1554)  loss_bbox_aux_0: 0.1693 (0.1682)  loss_bbox_aux_1: 0.1514 (0.1605)  loss_bbox_aux_2: 0.1484 (0.1579)  loss_bbox_aux_3: 0.1493 (0.1556)  loss_bbox_aux_4: 0.1507 (0.1552)  loss_bbox_aux_5: 0.1999 (0.2057)  loss_bbox_dn_0: 0.2841 (0.2722)  loss_bbox_dn_1: 0.2096 (0.2014)  loss_bbox_dn_2: 0.1750 (0.1805)  loss_bbox_dn_3: 0.1627 (0.1744)  loss_bbox_dn_4: 0.1606 (0.1730)  loss_bbox_dn_5: 0.1606 (0.1730)  loss_giou: 0.4127 (0.4779)  loss_giou_aux_0: 0.4274 (0.5022)  loss_giou_aux_1: 0.4254 (0.4879)  loss_giou_aux_2: 0.4266 (0.4824)  loss_giou_aux_3: 0.4210 (0.4791)  loss_giou_aux_4: 0.4182 (0.4779)  loss_giou_aux_5: 0.5071 (0.5672)  loss_giou_dn_0: 0.5434 (0.5861)  loss_giou_dn_1: 0.4236 (0.4795)  loss_giou_dn_2: 0.3961 (0.4497)  loss_giou_dn_3: 0.3900 (0.4415)  loss_giou_dn_4: 0.3855 (0.4395)  loss_giou_dn_5: 0.3857 (0.4396)  loss_vfl: 0.6732 (0.6748)  loss_vfl_aux_0: 0.8026 (0.7811)  loss_vfl_aux_1: 0.7227 (0.7306)  loss_vfl_aux_2: 0.6950 (0.7008)  loss_vfl_aux_3: 0.6844 (0.6863)  loss_vfl_aux_4: 0.6600 (0.6788)  loss_vfl_aux_5: 0.7674 (0.7650)  loss_vfl_dn_0: 0.4507 (0.4544)  loss_vfl_dn_1: 0.3796 (0.3894)  loss_vfl_dn_2: 0.3702 (0.3735)  loss_vfl_dn_3: 0.3579 (0.3660)  loss_vfl_dn_4: 0.3578 (0.3634)  loss_vfl_dn_5: 0.3576 (0.3626)  time: 0.5005  data: 0.0142  max mem: 5654
Epoch: [39]  [2900/7393]  eta: 0:36:33  lr: 0.000010  loss: 16.0860 (15.9694)  loss_bbox: 0.1551 (0.1551)  loss_bbox_aux_0: 0.1751 (0.1681)  loss_bbox_aux_1: 0.1638 (0.1603)  loss_bbox_aux_2: 0.1681 (0.1576)  loss_bbox_aux_3: 0.1549 (0.1553)  loss_bbox_aux_4: 0.1551 (0.1549)  loss_bbox_aux_5: 0.1986 (0.2054)  loss_bbox_dn_0: 0.2952 (0.2718)  loss_bbox_dn_1: 0.2175 (0.2012)  loss_bbox_dn_2: 0.1895 (0.1803)  loss_bbox_dn_3: 0.1848 (0.1742)  loss_bbox_dn_4: 0.1845 (0.1728)  loss_bbox_dn_5: 0.1846 (0.1728)  loss_giou: 0.4753 (0.4779)  loss_giou_aux_0: 0.5068 (0.5023)  loss_giou_aux_1: 0.4961 (0.4879)  loss_giou_aux_2: 0.4901 (0.4825)  loss_giou_aux_3: 0.4776 (0.4791)  loss_giou_aux_4: 0.4753 (0.4778)  loss_giou_aux_5: 0.5603 (0.5673)  loss_giou_dn_0: 0.6019 (0.5861)  loss_giou_dn_1: 0.4862 (0.4796)  loss_giou_dn_2: 0.4551 (0.4498)  loss_giou_dn_3: 0.4491 (0.4417)  loss_giou_dn_4: 0.4464 (0.4396)  loss_giou_dn_5: 0.4466 (0.4398)  loss_vfl: 0.7081 (0.6752)  loss_vfl_aux_0: 0.8036 (0.7811)  loss_vfl_aux_1: 0.7418 (0.7309)  loss_vfl_aux_2: 0.7121 (0.7011)  loss_vfl_aux_3: 0.7026 (0.6866)  loss_vfl_aux_4: 0.6985 (0.6792)  loss_vfl_aux_5: 0.7768 (0.7649)  loss_vfl_dn_0: 0.4580 (0.4543)  loss_vfl_dn_1: 0.3935 (0.3894)  loss_vfl_dn_2: 0.3774 (0.3735)  loss_vfl_dn_3: 0.3692 (0.3661)  loss_vfl_dn_4: 0.3660 (0.3635)  loss_vfl_dn_5: 0.3651 (0.3627)  time: 0.4734  data: 0.0140  max mem: 5654
Epoch: [39]  [3000/7393]  eta: 0:35:52  lr: 0.000010  loss: 16.3084 (15.9678)  loss_bbox: 0.1495 (0.1549)  loss_bbox_aux_0: 0.1678 (0.1680)  loss_bbox_aux_1: 0.1577 (0.1601)  loss_bbox_aux_2: 0.1468 (0.1575)  loss_bbox_aux_3: 0.1474 (0.1551)  loss_bbox_aux_4: 0.1475 (0.1548)  loss_bbox_aux_5: 0.1912 (0.2054)  loss_bbox_dn_0: 0.2315 (0.2718)  loss_bbox_dn_1: 0.1797 (0.2012)  loss_bbox_dn_2: 0.1675 (0.1803)  loss_bbox_dn_3: 0.1611 (0.1742)  loss_bbox_dn_4: 0.1586 (0.1728)  loss_bbox_dn_5: 0.1587 (0.1728)  loss_giou: 0.5145 (0.4776)  loss_giou_aux_0: 0.5445 (0.5021)  loss_giou_aux_1: 0.5316 (0.4876)  loss_giou_aux_2: 0.5267 (0.4822)  loss_giou_aux_3: 0.5126 (0.4788)  loss_giou_aux_4: 0.5097 (0.4775)  loss_giou_aux_5: 0.6060 (0.5671)  loss_giou_dn_0: 0.6030 (0.5859)  loss_giou_dn_1: 0.4883 (0.4794)  loss_giou_dn_2: 0.4575 (0.4496)  loss_giou_dn_3: 0.4518 (0.4415)  loss_giou_dn_4: 0.4499 (0.4394)  loss_giou_dn_5: 0.4500 (0.4396)  loss_vfl: 0.6489 (0.6756)  loss_vfl_aux_0: 0.7592 (0.7813)  loss_vfl_aux_1: 0.7034 (0.7310)  loss_vfl_aux_2: 0.6790 (0.7013)  loss_vfl_aux_3: 0.6533 (0.6870)  loss_vfl_aux_4: 0.6502 (0.6796)  loss_vfl_aux_5: 0.7538 (0.7651)  loss_vfl_dn_0: 0.4583 (0.4544)  loss_vfl_dn_1: 0.3911 (0.3895)  loss_vfl_dn_2: 0.3778 (0.3735)  loss_vfl_dn_3: 0.3696 (0.3661)  loss_vfl_dn_4: 0.3665 (0.3635)  loss_vfl_dn_5: 0.3645 (0.3627)  time: 0.4714  data: 0.0146  max mem: 5654
Epoch: [39]  [3100/7393]  eta: 0:35:01  lr: 0.000010  loss: 15.7771 (15.9601)  loss_bbox: 0.1513 (0.1550)  loss_bbox_aux_0: 0.1592 (0.1681)  loss_bbox_aux_1: 0.1527 (0.1602)  loss_bbox_aux_2: 0.1482 (0.1576)  loss_bbox_aux_3: 0.1507 (0.1553)  loss_bbox_aux_4: 0.1528 (0.1549)  loss_bbox_aux_5: 0.2094 (0.2056)  loss_bbox_dn_0: 0.2727 (0.2720)  loss_bbox_dn_1: 0.2007 (0.2013)  loss_bbox_dn_2: 0.1766 (0.1804)  loss_bbox_dn_3: 0.1761 (0.1743)  loss_bbox_dn_4: 0.1766 (0.1729)  loss_bbox_dn_5: 0.1764 (0.1729)  loss_giou: 0.4465 (0.4770)  loss_giou_aux_0: 0.4547 (0.5014)  loss_giou_aux_1: 0.4479 (0.4870)  loss_giou_aux_2: 0.4364 (0.4816)  loss_giou_aux_3: 0.4450 (0.4783)  loss_giou_aux_4: 0.4503 (0.4770)  loss_giou_aux_5: 0.5307 (0.5665)  loss_giou_dn_0: 0.5455 (0.5853)  loss_giou_dn_1: 0.4375 (0.4789)  loss_giou_dn_2: 0.4133 (0.4490)  loss_giou_dn_3: 0.4077 (0.4409)  loss_giou_dn_4: 0.4054 (0.4388)  loss_giou_dn_5: 0.4055 (0.4390)  loss_vfl: 0.6656 (0.6753)  loss_vfl_aux_0: 0.7807 (0.7812)  loss_vfl_aux_1: 0.7288 (0.7309)  loss_vfl_aux_2: 0.7011 (0.7012)  loss_vfl_aux_3: 0.6829 (0.6867)  loss_vfl_aux_4: 0.6668 (0.6793)  loss_vfl_aux_5: 0.7638 (0.7651)  loss_vfl_dn_0: 0.4542 (0.4544)  loss_vfl_dn_1: 0.3905 (0.3894)  loss_vfl_dn_2: 0.3773 (0.3735)  loss_vfl_dn_3: 0.3684 (0.3660)  loss_vfl_dn_4: 0.3631 (0.3634)  loss_vfl_dn_5: 0.3631 (0.3626)  time: 0.4777  data: 0.0141  max mem: 5654
Epoch: [39]  [3200/7393]  eta: 0:34:20  lr: 0.000010  loss: 15.4917 (15.9602)  loss_bbox: 0.1374 (0.1550)  loss_bbox_aux_0: 0.1473 (0.1681)  loss_bbox_aux_1: 0.1385 (0.1602)  loss_bbox_aux_2: 0.1349 (0.1576)  loss_bbox_aux_3: 0.1411 (0.1553)  loss_bbox_aux_4: 0.1374 (0.1549)  loss_bbox_aux_5: 0.1869 (0.2055)  loss_bbox_dn_0: 0.2303 (0.2720)  loss_bbox_dn_1: 0.1742 (0.2013)  loss_bbox_dn_2: 0.1499 (0.1804)  loss_bbox_dn_3: 0.1414 (0.1743)  loss_bbox_dn_4: 0.1412 (0.1729)  loss_bbox_dn_5: 0.1411 (0.1729)  loss_giou: 0.4745 (0.4772)  loss_giou_aux_0: 0.5032 (0.5016)  loss_giou_aux_1: 0.4848 (0.4872)  loss_giou_aux_2: 0.4724 (0.4818)  loss_giou_aux_3: 0.4768 (0.4785)  loss_giou_aux_4: 0.4742 (0.4771)  loss_giou_aux_5: 0.5691 (0.5666)  loss_giou_dn_0: 0.5696 (0.5853)  loss_giou_dn_1: 0.4604 (0.4788)  loss_giou_dn_2: 0.4339 (0.4489)  loss_giou_dn_3: 0.4252 (0.4408)  loss_giou_dn_4: 0.4234 (0.4388)  loss_giou_dn_5: 0.4242 (0.4390)  loss_vfl: 0.6510 (0.6753)  loss_vfl_aux_0: 0.7349 (0.7810)  loss_vfl_aux_1: 0.6725 (0.7308)  loss_vfl_aux_2: 0.6804 (0.7012)  loss_vfl_aux_3: 0.6528 (0.6867)  loss_vfl_aux_4: 0.6483 (0.6793)  loss_vfl_aux_5: 0.7317 (0.7650)  loss_vfl_dn_0: 0.4462 (0.4543)  loss_vfl_dn_1: 0.3821 (0.3893)  loss_vfl_dn_2: 0.3667 (0.3734)  loss_vfl_dn_3: 0.3596 (0.3660)  loss_vfl_dn_4: 0.3580 (0.3634)  loss_vfl_dn_5: 0.3563 (0.3626)  time: 0.4774  data: 0.0137  max mem: 5654
Epoch: [39]  [3300/7393]  eta: 0:33:29  lr: 0.000010  loss: 16.7792 (15.9694)  loss_bbox: 0.1581 (0.1551)  loss_bbox_aux_0: 0.1667 (0.1681)  loss_bbox_aux_1: 0.1640 (0.1602)  loss_bbox_aux_2: 0.1601 (0.1576)  loss_bbox_aux_3: 0.1587 (0.1553)  loss_bbox_aux_4: 0.1578 (0.1550)  loss_bbox_aux_5: 0.2106 (0.2054)  loss_bbox_dn_0: 0.2768 (0.2721)  loss_bbox_dn_1: 0.2057 (0.2014)  loss_bbox_dn_2: 0.1803 (0.1805)  loss_bbox_dn_3: 0.1766 (0.1744)  loss_bbox_dn_4: 0.1778 (0.1730)  loss_bbox_dn_5: 0.1779 (0.1730)  loss_giou: 0.5364 (0.4777)  loss_giou_aux_0: 0.5502 (0.5020)  loss_giou_aux_1: 0.5438 (0.4876)  loss_giou_aux_2: 0.5364 (0.4822)  loss_giou_aux_3: 0.5368 (0.4789)  loss_giou_aux_4: 0.5322 (0.4776)  loss_giou_aux_5: 0.6231 (0.5671)  loss_giou_dn_0: 0.6268 (0.5856)  loss_giou_dn_1: 0.5072 (0.4791)  loss_giou_dn_2: 0.4773 (0.4492)  loss_giou_dn_3: 0.4687 (0.4411)  loss_giou_dn_4: 0.4689 (0.4391)  loss_giou_dn_5: 0.4690 (0.4393)  loss_vfl: 0.6770 (0.6758)  loss_vfl_aux_0: 0.7991 (0.7815)  loss_vfl_aux_1: 0.7215 (0.7313)  loss_vfl_aux_2: 0.6907 (0.7016)  loss_vfl_aux_3: 0.6886 (0.6871)  loss_vfl_aux_4: 0.6744 (0.6798)  loss_vfl_aux_5: 0.7602 (0.7652)  loss_vfl_dn_0: 0.4571 (0.4543)  loss_vfl_dn_1: 0.3893 (0.3894)  loss_vfl_dn_2: 0.3791 (0.3735)  loss_vfl_dn_3: 0.3719 (0.3660)  loss_vfl_dn_4: 0.3712 (0.3635)  loss_vfl_dn_5: 0.3705 (0.3627)  time: 0.4689  data: 0.0142  max mem: 5654
Epoch: [39]  [3400/7393]  eta: 0:32:38  lr: 0.000010  loss: 16.6390 (15.9700)  loss_bbox: 0.1605 (0.1551)  loss_bbox_aux_0: 0.1661 (0.1681)  loss_bbox_aux_1: 0.1683 (0.1603)  loss_bbox_aux_2: 0.1580 (0.1577)  loss_bbox_aux_3: 0.1596 (0.1554)  loss_bbox_aux_4: 0.1646 (0.1550)  loss_bbox_aux_5: 0.1949 (0.2053)  loss_bbox_dn_0: 0.2533 (0.2720)  loss_bbox_dn_1: 0.1952 (0.2014)  loss_bbox_dn_2: 0.1743 (0.1805)  loss_bbox_dn_3: 0.1694 (0.1744)  loss_bbox_dn_4: 0.1701 (0.1730)  loss_bbox_dn_5: 0.1701 (0.1730)  loss_giou: 0.5245 (0.4780)  loss_giou_aux_0: 0.5452 (0.5023)  loss_giou_aux_1: 0.5267 (0.4879)  loss_giou_aux_2: 0.5250 (0.4826)  loss_giou_aux_3: 0.5227 (0.4794)  loss_giou_aux_4: 0.5226 (0.4780)  loss_giou_aux_5: 0.5994 (0.5673)  loss_giou_dn_0: 0.6037 (0.5858)  loss_giou_dn_1: 0.5069 (0.4794)  loss_giou_dn_2: 0.4827 (0.4495)  loss_giou_dn_3: 0.4781 (0.4414)  loss_giou_dn_4: 0.4769 (0.4394)  loss_giou_dn_5: 0.4776 (0.4395)  loss_vfl: 0.6852 (0.6754)  loss_vfl_aux_0: 0.7641 (0.7809)  loss_vfl_aux_1: 0.7289 (0.7309)  loss_vfl_aux_2: 0.6912 (0.7011)  loss_vfl_aux_3: 0.6817 (0.6866)  loss_vfl_aux_4: 0.6835 (0.6793)  loss_vfl_aux_5: 0.7299 (0.7647)  loss_vfl_dn_0: 0.4544 (0.4543)  loss_vfl_dn_1: 0.3925 (0.3894)  loss_vfl_dn_2: 0.3802 (0.3735)  loss_vfl_dn_3: 0.3734 (0.3661)  loss_vfl_dn_4: 0.3724 (0.3635)  loss_vfl_dn_5: 0.3688 (0.3627)  time: 0.4714  data: 0.0142  max mem: 5654
Epoch: [39]  [3500/7393]  eta: 0:31:48  lr: 0.000010  loss: 16.4686 (15.9792)  loss_bbox: 0.1380 (0.1550)  loss_bbox_aux_0: 0.1475 (0.1681)  loss_bbox_aux_1: 0.1449 (0.1602)  loss_bbox_aux_2: 0.1403 (0.1576)  loss_bbox_aux_3: 0.1366 (0.1553)  loss_bbox_aux_4: 0.1380 (0.1549)  loss_bbox_aux_5: 0.1986 (0.2053)  loss_bbox_dn_0: 0.2372 (0.2720)  loss_bbox_dn_1: 0.1796 (0.2015)  loss_bbox_dn_2: 0.1569 (0.1806)  loss_bbox_dn_3: 0.1517 (0.1744)  loss_bbox_dn_4: 0.1525 (0.1731)  loss_bbox_dn_5: 0.1525 (0.1731)  loss_giou: 0.5316 (0.4787)  loss_giou_aux_0: 0.5405 (0.5031)  loss_giou_aux_1: 0.5292 (0.4886)  loss_giou_aux_2: 0.5291 (0.4832)  loss_giou_aux_3: 0.5220 (0.4800)  loss_giou_aux_4: 0.5329 (0.4787)  loss_giou_aux_5: 0.6116 (0.5680)  loss_giou_dn_0: 0.6151 (0.5863)  loss_giou_dn_1: 0.5163 (0.4800)  loss_giou_dn_2: 0.4870 (0.4502)  loss_giou_dn_3: 0.4791 (0.4421)  loss_giou_dn_4: 0.4781 (0.4400)  loss_giou_dn_5: 0.4785 (0.4402)  loss_vfl: 0.6834 (0.6756)  loss_vfl_aux_0: 0.7959 (0.7808)  loss_vfl_aux_1: 0.7618 (0.7310)  loss_vfl_aux_2: 0.7055 (0.7013)  loss_vfl_aux_3: 0.7033 (0.6868)  loss_vfl_aux_4: 0.6871 (0.6795)  loss_vfl_aux_5: 0.7569 (0.7644)  loss_vfl_dn_0: 0.4564 (0.4542)  loss_vfl_dn_1: 0.3947 (0.3894)  loss_vfl_dn_2: 0.3764 (0.3735)  loss_vfl_dn_3: 0.3645 (0.3661)  loss_vfl_dn_4: 0.3647 (0.3635)  loss_vfl_dn_5: 0.3640 (0.3627)  time: 0.4845  data: 0.0145  max mem: 5654
Epoch: [39]  [3600/7393]  eta: 0:30:57  lr: 0.000010  loss: 15.9326 (15.9775)  loss_bbox: 0.1567 (0.1550)  loss_bbox_aux_0: 0.1624 (0.1680)  loss_bbox_aux_1: 0.1561 (0.1602)  loss_bbox_aux_2: 0.1535 (0.1576)  loss_bbox_aux_3: 0.1516 (0.1553)  loss_bbox_aux_4: 0.1568 (0.1549)  loss_bbox_aux_5: 0.1884 (0.2052)  loss_bbox_dn_0: 0.2492 (0.2717)  loss_bbox_dn_1: 0.1808 (0.2013)  loss_bbox_dn_2: 0.1683 (0.1804)  loss_bbox_dn_3: 0.1656 (0.1743)  loss_bbox_dn_4: 0.1648 (0.1729)  loss_bbox_dn_5: 0.1649 (0.1729)  loss_giou: 0.4703 (0.4786)  loss_giou_aux_0: 0.5174 (0.5030)  loss_giou_aux_1: 0.5133 (0.4885)  loss_giou_aux_2: 0.5053 (0.4832)  loss_giou_aux_3: 0.4760 (0.4799)  loss_giou_aux_4: 0.4775 (0.4786)  loss_giou_aux_5: 0.6056 (0.5681)  loss_giou_dn_0: 0.5962 (0.5863)  loss_giou_dn_1: 0.4929 (0.4799)  loss_giou_dn_2: 0.4583 (0.4500)  loss_giou_dn_3: 0.4485 (0.4419)  loss_giou_dn_4: 0.4465 (0.4399)  loss_giou_dn_5: 0.4467 (0.4400)  loss_vfl: 0.6564 (0.6757)  loss_vfl_aux_0: 0.7469 (0.7807)  loss_vfl_aux_1: 0.7164 (0.7311)  loss_vfl_aux_2: 0.6706 (0.7013)  loss_vfl_aux_3: 0.6655 (0.6870)  loss_vfl_aux_4: 0.6635 (0.6796)  loss_vfl_aux_5: 0.7597 (0.7644)  loss_vfl_dn_0: 0.4504 (0.4543)  loss_vfl_dn_1: 0.3856 (0.3895)  loss_vfl_dn_2: 0.3712 (0.3736)  loss_vfl_dn_3: 0.3636 (0.3662)  loss_vfl_dn_4: 0.3614 (0.3636)  loss_vfl_dn_5: 0.3600 (0.3628)  time: 0.4706  data: 0.0147  max mem: 5654
Epoch: [39]  [3700/7393]  eta: 0:30:07  lr: 0.000010  loss: 16.7151 (15.9838)  loss_bbox: 0.1588 (0.1552)  loss_bbox_aux_0: 0.1738 (0.1683)  loss_bbox_aux_1: 0.1618 (0.1604)  loss_bbox_aux_2: 0.1631 (0.1578)  loss_bbox_aux_3: 0.1564 (0.1555)  loss_bbox_aux_4: 0.1562 (0.1551)  loss_bbox_aux_5: 0.2167 (0.2055)  loss_bbox_dn_0: 0.2728 (0.2720)  loss_bbox_dn_1: 0.2057 (0.2016)  loss_bbox_dn_2: 0.1882 (0.1807)  loss_bbox_dn_3: 0.1846 (0.1745)  loss_bbox_dn_4: 0.1829 (0.1732)  loss_bbox_dn_5: 0.1830 (0.1732)  loss_giou: 0.4633 (0.4787)  loss_giou_aux_0: 0.4840 (0.5031)  loss_giou_aux_1: 0.4667 (0.4885)  loss_giou_aux_2: 0.4729 (0.4832)  loss_giou_aux_3: 0.4672 (0.4799)  loss_giou_aux_4: 0.4623 (0.4786)  loss_giou_aux_5: 0.5588 (0.5682)  loss_giou_dn_0: 0.5925 (0.5863)  loss_giou_dn_1: 0.4852 (0.4799)  loss_giou_dn_2: 0.4463 (0.4500)  loss_giou_dn_3: 0.4365 (0.4419)  loss_giou_dn_4: 0.4337 (0.4399)  loss_giou_dn_5: 0.4338 (0.4401)  loss_vfl: 0.6950 (0.6761)  loss_vfl_aux_0: 0.7941 (0.7811)  loss_vfl_aux_1: 0.7356 (0.7315)  loss_vfl_aux_2: 0.7247 (0.7017)  loss_vfl_aux_3: 0.7047 (0.6873)  loss_vfl_aux_4: 0.6890 (0.6799)  loss_vfl_aux_5: 0.7691 (0.7646)  loss_vfl_dn_0: 0.4527 (0.4543)  loss_vfl_dn_1: 0.4014 (0.3895)  loss_vfl_dn_2: 0.3871 (0.3737)  loss_vfl_dn_3: 0.3806 (0.3662)  loss_vfl_dn_4: 0.3782 (0.3637)  loss_vfl_dn_5: 0.3777 (0.3629)  time: 0.4698  data: 0.0143  max mem: 5654
Epoch: [39]  [3800/7393]  eta: 0:29:17  lr: 0.000010  loss: 15.7887 (15.9773)  loss_bbox: 0.1454 (0.1552)  loss_bbox_aux_0: 0.1617 (0.1684)  loss_bbox_aux_1: 0.1495 (0.1603)  loss_bbox_aux_2: 0.1414 (0.1578)  loss_bbox_aux_3: 0.1438 (0.1555)  loss_bbox_aux_4: 0.1432 (0.1551)  loss_bbox_aux_5: 0.1997 (0.2056)  loss_bbox_dn_0: 0.2368 (0.2722)  loss_bbox_dn_1: 0.1804 (0.2016)  loss_bbox_dn_2: 0.1628 (0.1807)  loss_bbox_dn_3: 0.1588 (0.1746)  loss_bbox_dn_4: 0.1566 (0.1732)  loss_bbox_dn_5: 0.1567 (0.1732)  loss_giou: 0.4800 (0.4781)  loss_giou_aux_0: 0.5205 (0.5026)  loss_giou_aux_1: 0.4943 (0.4879)  loss_giou_aux_2: 0.4869 (0.4826)  loss_giou_aux_3: 0.4843 (0.4793)  loss_giou_aux_4: 0.4830 (0.4781)  loss_giou_aux_5: 0.5743 (0.5677)  loss_giou_dn_0: 0.5950 (0.5858)  loss_giou_dn_1: 0.4794 (0.4794)  loss_giou_dn_2: 0.4448 (0.4495)  loss_giou_dn_3: 0.4419 (0.4414)  loss_giou_dn_4: 0.4410 (0.4394)  loss_giou_dn_5: 0.4410 (0.4396)  loss_vfl: 0.6642 (0.6761)  loss_vfl_aux_0: 0.7546 (0.7811)  loss_vfl_aux_1: 0.7219 (0.7317)  loss_vfl_aux_2: 0.6935 (0.7018)  loss_vfl_aux_3: 0.6723 (0.6874)  loss_vfl_aux_4: 0.6663 (0.6799)  loss_vfl_aux_5: 0.7271 (0.7646)  loss_vfl_dn_0: 0.4487 (0.4543)  loss_vfl_dn_1: 0.3909 (0.3895)  loss_vfl_dn_2: 0.3752 (0.3736)  loss_vfl_dn_3: 0.3654 (0.3661)  loss_vfl_dn_4: 0.3613 (0.3636)  loss_vfl_dn_5: 0.3611 (0.3628)  time: 0.4795  data: 0.0144  max mem: 5654
Epoch: [39]  [3900/7393]  eta: 0:28:27  lr: 0.000010  loss: 16.1974 (15.9779)  loss_bbox: 0.1409 (0.1551)  loss_bbox_aux_0: 0.1488 (0.1683)  loss_bbox_aux_1: 0.1477 (0.1603)  loss_bbox_aux_2: 0.1484 (0.1577)  loss_bbox_aux_3: 0.1397 (0.1554)  loss_bbox_aux_4: 0.1406 (0.1550)  loss_bbox_aux_5: 0.1812 (0.2055)  loss_bbox_dn_0: 0.2340 (0.2720)  loss_bbox_dn_1: 0.1736 (0.2016)  loss_bbox_dn_2: 0.1534 (0.1807)  loss_bbox_dn_3: 0.1501 (0.1745)  loss_bbox_dn_4: 0.1512 (0.1732)  loss_bbox_dn_5: 0.1513 (0.1732)  loss_giou: 0.4790 (0.4781)  loss_giou_aux_0: 0.4961 (0.5027)  loss_giou_aux_1: 0.4780 (0.4880)  loss_giou_aux_2: 0.4850 (0.4826)  loss_giou_aux_3: 0.4789 (0.4793)  loss_giou_aux_4: 0.4702 (0.4781)  loss_giou_aux_5: 0.5887 (0.5677)  loss_giou_dn_0: 0.5812 (0.5859)  loss_giou_dn_1: 0.4850 (0.4794)  loss_giou_dn_2: 0.4461 (0.4496)  loss_giou_dn_3: 0.4370 (0.4415)  loss_giou_dn_4: 0.4320 (0.4395)  loss_giou_dn_5: 0.4325 (0.4396)  loss_vfl: 0.6733 (0.6763)  loss_vfl_aux_0: 0.7532 (0.7810)  loss_vfl_aux_1: 0.7030 (0.7317)  loss_vfl_aux_2: 0.6918 (0.7020)  loss_vfl_aux_3: 0.6716 (0.6877)  loss_vfl_aux_4: 0.6764 (0.6801)  loss_vfl_aux_5: 0.7411 (0.7645)  loss_vfl_dn_0: 0.4476 (0.4543)  loss_vfl_dn_1: 0.3896 (0.3895)  loss_vfl_dn_2: 0.3706 (0.3736)  loss_vfl_dn_3: 0.3643 (0.3662)  loss_vfl_dn_4: 0.3639 (0.3636)  loss_vfl_dn_5: 0.3636 (0.3628)  time: 0.4749  data: 0.0136  max mem: 5654
Epoch: [39]  [4000/7393]  eta: 0:27:38  lr: 0.000010  loss: 16.1016 (15.9769)  loss_bbox: 0.1375 (0.1550)  loss_bbox_aux_0: 0.1565 (0.1682)  loss_bbox_aux_1: 0.1504 (0.1602)  loss_bbox_aux_2: 0.1447 (0.1576)  loss_bbox_aux_3: 0.1364 (0.1553)  loss_bbox_aux_4: 0.1375 (0.1549)  loss_bbox_aux_5: 0.1994 (0.2053)  loss_bbox_dn_0: 0.2570 (0.2720)  loss_bbox_dn_1: 0.1850 (0.2015)  loss_bbox_dn_2: 0.1627 (0.1806)  loss_bbox_dn_3: 0.1545 (0.1745)  loss_bbox_dn_4: 0.1519 (0.1731)  loss_bbox_dn_5: 0.1520 (0.1731)  loss_giou: 0.5096 (0.4779)  loss_giou_aux_0: 0.5731 (0.5025)  loss_giou_aux_1: 0.5199 (0.4878)  loss_giou_aux_2: 0.5212 (0.4824)  loss_giou_aux_3: 0.5090 (0.4791)  loss_giou_aux_4: 0.5196 (0.4779)  loss_giou_aux_5: 0.6139 (0.5676)  loss_giou_dn_0: 0.6161 (0.5858)  loss_giou_dn_1: 0.5093 (0.4793)  loss_giou_dn_2: 0.4742 (0.4495)  loss_giou_dn_3: 0.4655 (0.4414)  loss_giou_dn_4: 0.4631 (0.4393)  loss_giou_dn_5: 0.4631 (0.4395)  loss_vfl: 0.6510 (0.6767)  loss_vfl_aux_0: 0.7500 (0.7813)  loss_vfl_aux_1: 0.6888 (0.7320)  loss_vfl_aux_2: 0.6736 (0.7023)  loss_vfl_aux_3: 0.6646 (0.6881)  loss_vfl_aux_4: 0.6542 (0.6804)  loss_vfl_aux_5: 0.7255 (0.7648)  loss_vfl_dn_0: 0.4526 (0.4543)  loss_vfl_dn_1: 0.3961 (0.3895)  loss_vfl_dn_2: 0.3848 (0.3736)  loss_vfl_dn_3: 0.3795 (0.3662)  loss_vfl_dn_4: 0.3791 (0.3636)  loss_vfl_dn_5: 0.3785 (0.3629)  time: 0.4896  data: 0.0138  max mem: 5654
Epoch: [39]  [4100/7393]  eta: 0:26:48  lr: 0.000010  loss: 15.7797 (15.9782)  loss_bbox: 0.1463 (0.1550)  loss_bbox_aux_0: 0.1632 (0.1682)  loss_bbox_aux_1: 0.1495 (0.1602)  loss_bbox_aux_2: 0.1467 (0.1576)  loss_bbox_aux_3: 0.1433 (0.1553)  loss_bbox_aux_4: 0.1464 (0.1549)  loss_bbox_aux_5: 0.1908 (0.2053)  loss_bbox_dn_0: 0.2650 (0.2720)  loss_bbox_dn_1: 0.1936 (0.2016)  loss_bbox_dn_2: 0.1737 (0.1807)  loss_bbox_dn_3: 0.1697 (0.1745)  loss_bbox_dn_4: 0.1703 (0.1732)  loss_bbox_dn_5: 0.1703 (0.1732)  loss_giou: 0.4495 (0.4780)  loss_giou_aux_0: 0.4640 (0.5027)  loss_giou_aux_1: 0.4541 (0.4879)  loss_giou_aux_2: 0.4382 (0.4825)  loss_giou_aux_3: 0.4508 (0.4792)  loss_giou_aux_4: 0.4507 (0.4780)  loss_giou_aux_5: 0.5466 (0.5678)  loss_giou_dn_0: 0.5641 (0.5858)  loss_giou_dn_1: 0.4516 (0.4794)  loss_giou_dn_2: 0.4266 (0.4495)  loss_giou_dn_3: 0.4136 (0.4414)  loss_giou_dn_4: 0.4123 (0.4394)  loss_giou_dn_5: 0.4123 (0.4396)  loss_vfl: 0.6828 (0.6768)  loss_vfl_aux_0: 0.7669 (0.7811)  loss_vfl_aux_1: 0.7332 (0.7319)  loss_vfl_aux_2: 0.7218 (0.7024)  loss_vfl_aux_3: 0.6944 (0.6881)  loss_vfl_aux_4: 0.6761 (0.6806)  loss_vfl_aux_5: 0.7470 (0.7646)  loss_vfl_dn_0: 0.4512 (0.4543)  loss_vfl_dn_1: 0.3853 (0.3895)  loss_vfl_dn_2: 0.3686 (0.3736)  loss_vfl_dn_3: 0.3662 (0.3662)  loss_vfl_dn_4: 0.3626 (0.3636)  loss_vfl_dn_5: 0.3623 (0.3628)  time: 0.4804  data: 0.0147  max mem: 5654
Epoch: [39]  [4200/7393]  eta: 0:25:59  lr: 0.000010  loss: 15.9214 (15.9771)  loss_bbox: 0.1482 (0.1550)  loss_bbox_aux_0: 0.1646 (0.1682)  loss_bbox_aux_1: 0.1464 (0.1602)  loss_bbox_aux_2: 0.1542 (0.1576)  loss_bbox_aux_3: 0.1530 (0.1553)  loss_bbox_aux_4: 0.1482 (0.1549)  loss_bbox_aux_5: 0.2088 (0.2053)  loss_bbox_dn_0: 0.2618 (0.2719)  loss_bbox_dn_1: 0.1860 (0.2015)  loss_bbox_dn_2: 0.1622 (0.1806)  loss_bbox_dn_3: 0.1562 (0.1744)  loss_bbox_dn_4: 0.1567 (0.1731)  loss_bbox_dn_5: 0.1568 (0.1731)  loss_giou: 0.4522 (0.4781)  loss_giou_aux_0: 0.4541 (0.5028)  loss_giou_aux_1: 0.4676 (0.4880)  loss_giou_aux_2: 0.4551 (0.4826)  loss_giou_aux_3: 0.4579 (0.4793)  loss_giou_aux_4: 0.4457 (0.4781)  loss_giou_aux_5: 0.5551 (0.5680)  loss_giou_dn_0: 0.5802 (0.5858)  loss_giou_dn_1: 0.4783 (0.4793)  loss_giou_dn_2: 0.4487 (0.4495)  loss_giou_dn_3: 0.4382 (0.4414)  loss_giou_dn_4: 0.4345 (0.4394)  loss_giou_dn_5: 0.4354 (0.4395)  loss_vfl: 0.6786 (0.6766)  loss_vfl_aux_0: 0.7510 (0.7809)  loss_vfl_aux_1: 0.7394 (0.7319)  loss_vfl_aux_2: 0.6864 (0.7022)  loss_vfl_aux_3: 0.6894 (0.6879)  loss_vfl_aux_4: 0.6803 (0.6804)  loss_vfl_aux_5: 0.7488 (0.7644)  loss_vfl_dn_0: 0.4490 (0.4543)  loss_vfl_dn_1: 0.3916 (0.3895)  loss_vfl_dn_2: 0.3792 (0.3736)  loss_vfl_dn_3: 0.3732 (0.3662)  loss_vfl_dn_4: 0.3694 (0.3636)  loss_vfl_dn_5: 0.3685 (0.3628)  time: 0.4822  data: 0.0136  max mem: 5654
Epoch: [39]  [4300/7393]  eta: 0:25:09  lr: 0.000010  loss: 16.0218 (15.9771)  loss_bbox: 0.1433 (0.1550)  loss_bbox_aux_0: 0.1497 (0.1683)  loss_bbox_aux_1: 0.1435 (0.1603)  loss_bbox_aux_2: 0.1459 (0.1576)  loss_bbox_aux_3: 0.1434 (0.1553)  loss_bbox_aux_4: 0.1495 (0.1550)  loss_bbox_aux_5: 0.1943 (0.2054)  loss_bbox_dn_0: 0.2486 (0.2723)  loss_bbox_dn_1: 0.1943 (0.2017)  loss_bbox_dn_2: 0.1750 (0.1808)  loss_bbox_dn_3: 0.1634 (0.1746)  loss_bbox_dn_4: 0.1608 (0.1733)  loss_bbox_dn_5: 0.1609 (0.1733)  loss_giou: 0.4319 (0.4776)  loss_giou_aux_0: 0.4737 (0.5023)  loss_giou_aux_1: 0.4321 (0.4875)  loss_giou_aux_2: 0.4231 (0.4822)  loss_giou_aux_3: 0.4178 (0.4789)  loss_giou_aux_4: 0.4187 (0.4776)  loss_giou_aux_5: 0.5261 (0.5676)  loss_giou_dn_0: 0.5635 (0.5856)  loss_giou_dn_1: 0.4457 (0.4791)  loss_giou_dn_2: 0.4131 (0.4493)  loss_giou_dn_3: 0.4057 (0.4411)  loss_giou_dn_4: 0.4060 (0.4391)  loss_giou_dn_5: 0.4061 (0.4393)  loss_vfl: 0.6917 (0.6771)  loss_vfl_aux_0: 0.7975 (0.7812)  loss_vfl_aux_1: 0.7748 (0.7322)  loss_vfl_aux_2: 0.7383 (0.7026)  loss_vfl_aux_3: 0.7067 (0.6883)  loss_vfl_aux_4: 0.7080 (0.6808)  loss_vfl_aux_5: 0.7852 (0.7646)  loss_vfl_dn_0: 0.4594 (0.4543)  loss_vfl_dn_1: 0.3897 (0.3895)  loss_vfl_dn_2: 0.3719 (0.3736)  loss_vfl_dn_3: 0.3647 (0.3662)  loss_vfl_dn_4: 0.3633 (0.3636)  loss_vfl_dn_5: 0.3619 (0.3628)  time: 0.4765  data: 0.0141  max mem: 5654
Epoch: [39]  [4400/7393]  eta: 0:24:19  lr: 0.000010  loss: 15.3261 (15.9729)  loss_bbox: 0.1646 (0.1551)  loss_bbox_aux_0: 0.1745 (0.1684)  loss_bbox_aux_1: 0.1640 (0.1604)  loss_bbox_aux_2: 0.1660 (0.1577)  loss_bbox_aux_3: 0.1655 (0.1554)  loss_bbox_aux_4: 0.1653 (0.1550)  loss_bbox_aux_5: 0.1999 (0.2056)  loss_bbox_dn_0: 0.2688 (0.2724)  loss_bbox_dn_1: 0.2034 (0.2018)  loss_bbox_dn_2: 0.1835 (0.1809)  loss_bbox_dn_3: 0.1767 (0.1747)  loss_bbox_dn_4: 0.1760 (0.1734)  loss_bbox_dn_5: 0.1760 (0.1734)  loss_giou: 0.4209 (0.4771)  loss_giou_aux_0: 0.4365 (0.5018)  loss_giou_aux_1: 0.4199 (0.4870)  loss_giou_aux_2: 0.4236 (0.4817)  loss_giou_aux_3: 0.4209 (0.4784)  loss_giou_aux_4: 0.4204 (0.4771)  loss_giou_aux_5: 0.4891 (0.5671)  loss_giou_dn_0: 0.5507 (0.5852)  loss_giou_dn_1: 0.4522 (0.4788)  loss_giou_dn_2: 0.4212 (0.4490)  loss_giou_dn_3: 0.4154 (0.4408)  loss_giou_dn_4: 0.4134 (0.4388)  loss_giou_dn_5: 0.4134 (0.4390)  loss_vfl: 0.6471 (0.6771)  loss_vfl_aux_0: 0.7402 (0.7812)  loss_vfl_aux_1: 0.7066 (0.7324)  loss_vfl_aux_2: 0.6804 (0.7027)  loss_vfl_aux_3: 0.6674 (0.6883)  loss_vfl_aux_4: 0.6645 (0.6808)  loss_vfl_aux_5: 0.7451 (0.7647)  loss_vfl_dn_0: 0.4565 (0.4544)  loss_vfl_dn_1: 0.3868 (0.3895)  loss_vfl_dn_2: 0.3685 (0.3736)  loss_vfl_dn_3: 0.3628 (0.3661)  loss_vfl_dn_4: 0.3607 (0.3636)  loss_vfl_dn_5: 0.3604 (0.3628)  time: 0.4759  data: 0.0142  max mem: 5654
Epoch: [39]  [4500/7393]  eta: 0:23:29  lr: 0.000010  loss: 15.5441 (15.9754)  loss_bbox: 0.1338 (0.1550)  loss_bbox_aux_0: 0.1391 (0.1682)  loss_bbox_aux_1: 0.1343 (0.1602)  loss_bbox_aux_2: 0.1333 (0.1576)  loss_bbox_aux_3: 0.1283 (0.1553)  loss_bbox_aux_4: 0.1269 (0.1549)  loss_bbox_aux_5: 0.1787 (0.2054)  loss_bbox_dn_0: 0.2453 (0.2723)  loss_bbox_dn_1: 0.1655 (0.2017)  loss_bbox_dn_2: 0.1407 (0.1808)  loss_bbox_dn_3: 0.1362 (0.1746)  loss_bbox_dn_4: 0.1354 (0.1732)  loss_bbox_dn_5: 0.1354 (0.1732)  loss_giou: 0.4457 (0.4773)  loss_giou_aux_0: 0.4690 (0.5020)  loss_giou_aux_1: 0.4585 (0.4872)  loss_giou_aux_2: 0.4543 (0.4819)  loss_giou_aux_3: 0.4453 (0.4785)  loss_giou_aux_4: 0.4496 (0.4773)  loss_giou_aux_5: 0.5413 (0.5673)  loss_giou_dn_0: 0.5589 (0.5855)  loss_giou_dn_1: 0.4439 (0.4790)  loss_giou_dn_2: 0.4159 (0.4492)  loss_giou_dn_3: 0.4106 (0.4410)  loss_giou_dn_4: 0.4097 (0.4390)  loss_giou_dn_5: 0.4097 (0.4392)  loss_vfl: 0.6847 (0.6772)  loss_vfl_aux_0: 0.7953 (0.7815)  loss_vfl_aux_1: 0.7417 (0.7325)  loss_vfl_aux_2: 0.7229 (0.7030)  loss_vfl_aux_3: 0.7039 (0.6885)  loss_vfl_aux_4: 0.6900 (0.6810)  loss_vfl_aux_5: 0.7533 (0.7649)  loss_vfl_dn_0: 0.4515 (0.4543)  loss_vfl_dn_1: 0.3861 (0.3895)  loss_vfl_dn_2: 0.3681 (0.3736)  loss_vfl_dn_3: 0.3645 (0.3662)  loss_vfl_dn_4: 0.3605 (0.3636)  loss_vfl_dn_5: 0.3589 (0.3628)  time: 0.4749  data: 0.0143  max mem: 5654
Epoch: [39]  [4600/7393]  eta: 0:22:43  lr: 0.000010  loss: 16.0748 (15.9775)  loss_bbox: 0.1489 (0.1549)  loss_bbox_aux_0: 0.1517 (0.1681)  loss_bbox_aux_1: 0.1399 (0.1602)  loss_bbox_aux_2: 0.1467 (0.1575)  loss_bbox_aux_3: 0.1478 (0.1552)  loss_bbox_aux_4: 0.1484 (0.1549)  loss_bbox_aux_5: 0.1890 (0.2053)  loss_bbox_dn_0: 0.2474 (0.2722)  loss_bbox_dn_1: 0.1797 (0.2016)  loss_bbox_dn_2: 0.1701 (0.1807)  loss_bbox_dn_3: 0.1687 (0.1746)  loss_bbox_dn_4: 0.1694 (0.1732)  loss_bbox_dn_5: 0.1694 (0.1732)  loss_giou: 0.4465 (0.4775)  loss_giou_aux_0: 0.4927 (0.5022)  loss_giou_aux_1: 0.4746 (0.4874)  loss_giou_aux_2: 0.4630 (0.4820)  loss_giou_aux_3: 0.4559 (0.4787)  loss_giou_aux_4: 0.4519 (0.4775)  loss_giou_aux_5: 0.5501 (0.5675)  loss_giou_dn_0: 0.5881 (0.5856)  loss_giou_dn_1: 0.4819 (0.4791)  loss_giou_dn_2: 0.4441 (0.4493)  loss_giou_dn_3: 0.4341 (0.4411)  loss_giou_dn_4: 0.4316 (0.4391)  loss_giou_dn_5: 0.4318 (0.4393)  loss_vfl: 0.6917 (0.6773)  loss_vfl_aux_0: 0.7745 (0.7816)  loss_vfl_aux_1: 0.7405 (0.7325)  loss_vfl_aux_2: 0.7178 (0.7031)  loss_vfl_aux_3: 0.7035 (0.6885)  loss_vfl_aux_4: 0.6977 (0.6810)  loss_vfl_aux_5: 0.7609 (0.7649)  loss_vfl_dn_0: 0.4548 (0.4543)  loss_vfl_dn_1: 0.3951 (0.3895)  loss_vfl_dn_2: 0.3768 (0.3737)  loss_vfl_dn_3: 0.3662 (0.3662)  loss_vfl_dn_4: 0.3688 (0.3636)  loss_vfl_dn_5: 0.3670 (0.3629)  time: 0.7379  data: 0.0139  max mem: 5654
Epoch: [39]  [4700/7393]  eta: 0:21:54  lr: 0.000010  loss: 15.7756 (15.9798)  loss_bbox: 0.1353 (0.1549)  loss_bbox_aux_0: 0.1477 (0.1681)  loss_bbox_aux_1: 0.1421 (0.1602)  loss_bbox_aux_2: 0.1337 (0.1574)  loss_bbox_aux_3: 0.1358 (0.1552)  loss_bbox_aux_4: 0.1353 (0.1548)  loss_bbox_aux_5: 0.1815 (0.2052)  loss_bbox_dn_0: 0.2392 (0.2721)  loss_bbox_dn_1: 0.1782 (0.2016)  loss_bbox_dn_2: 0.1597 (0.1807)  loss_bbox_dn_3: 0.1547 (0.1746)  loss_bbox_dn_4: 0.1533 (0.1732)  loss_bbox_dn_5: 0.1533 (0.1732)  loss_giou: 0.4337 (0.4775)  loss_giou_aux_0: 0.4483 (0.5021)  loss_giou_aux_1: 0.4447 (0.4874)  loss_giou_aux_2: 0.4423 (0.4820)  loss_giou_aux_3: 0.4297 (0.4787)  loss_giou_aux_4: 0.4340 (0.4775)  loss_giou_aux_5: 0.5255 (0.5674)  loss_giou_dn_0: 0.5561 (0.5857)  loss_giou_dn_1: 0.4514 (0.4793)  loss_giou_dn_2: 0.4299 (0.4494)  loss_giou_dn_3: 0.4222 (0.4412)  loss_giou_dn_4: 0.4217 (0.4392)  loss_giou_dn_5: 0.4221 (0.4394)  loss_vfl: 0.6921 (0.6775)  loss_vfl_aux_0: 0.8225 (0.7821)  loss_vfl_aux_1: 0.7698 (0.7328)  loss_vfl_aux_2: 0.7343 (0.7034)  loss_vfl_aux_3: 0.7110 (0.6889)  loss_vfl_aux_4: 0.7086 (0.6813)  loss_vfl_aux_5: 0.8047 (0.7653)  loss_vfl_dn_0: 0.4599 (0.4544)  loss_vfl_dn_1: 0.3978 (0.3896)  loss_vfl_dn_2: 0.3795 (0.3737)  loss_vfl_dn_3: 0.3734 (0.3663)  loss_vfl_dn_4: 0.3697 (0.3637)  loss_vfl_dn_5: 0.3692 (0.3629)  time: 0.4786  data: 0.0137  max mem: 5654
Epoch: [39]  [4800/7393]  eta: 0:21:04  lr: 0.000010  loss: 15.9936 (15.9814)  loss_bbox: 0.1577 (0.1549)  loss_bbox_aux_0: 0.1570 (0.1682)  loss_bbox_aux_1: 0.1599 (0.1602)  loss_bbox_aux_2: 0.1542 (0.1575)  loss_bbox_aux_3: 0.1561 (0.1553)  loss_bbox_aux_4: 0.1577 (0.1549)  loss_bbox_aux_5: 0.2047 (0.2053)  loss_bbox_dn_0: 0.2467 (0.2722)  loss_bbox_dn_1: 0.1824 (0.2017)  loss_bbox_dn_2: 0.1699 (0.1808)  loss_bbox_dn_3: 0.1663 (0.1746)  loss_bbox_dn_4: 0.1657 (0.1733)  loss_bbox_dn_5: 0.1658 (0.1733)  loss_giou: 0.4925 (0.4774)  loss_giou_aux_0: 0.4861 (0.5020)  loss_giou_aux_1: 0.5065 (0.4873)  loss_giou_aux_2: 0.5039 (0.4819)  loss_giou_aux_3: 0.4988 (0.4786)  loss_giou_aux_4: 0.4928 (0.4774)  loss_giou_aux_5: 0.5622 (0.5673)  loss_giou_dn_0: 0.5767 (0.5857)  loss_giou_dn_1: 0.4768 (0.4792)  loss_giou_dn_2: 0.4484 (0.4493)  loss_giou_dn_3: 0.4477 (0.4412)  loss_giou_dn_4: 0.4462 (0.4391)  loss_giou_dn_5: 0.4460 (0.4393)  loss_vfl: 0.6574 (0.6777)  loss_vfl_aux_0: 0.7520 (0.7822)  loss_vfl_aux_1: 0.7075 (0.7330)  loss_vfl_aux_2: 0.6801 (0.7036)  loss_vfl_aux_3: 0.6744 (0.6891)  loss_vfl_aux_4: 0.6676 (0.6814)  loss_vfl_aux_5: 0.7430 (0.7655)  loss_vfl_dn_0: 0.4587 (0.4545)  loss_vfl_dn_1: 0.3894 (0.3896)  loss_vfl_dn_2: 0.3778 (0.3737)  loss_vfl_dn_3: 0.3673 (0.3663)  loss_vfl_dn_4: 0.3639 (0.3637)  loss_vfl_dn_5: 0.3630 (0.3629)  time: 0.4868  data: 0.0136  max mem: 5654
Epoch: [39]  [4900/7393]  eta: 0:20:15  lr: 0.000010  loss: 16.2016 (15.9845)  loss_bbox: 0.1613 (0.1550)  loss_bbox_aux_0: 0.1777 (0.1682)  loss_bbox_aux_1: 0.1604 (0.1603)  loss_bbox_aux_2: 0.1591 (0.1575)  loss_bbox_aux_3: 0.1612 (0.1553)  loss_bbox_aux_4: 0.1619 (0.1549)  loss_bbox_aux_5: 0.2129 (0.2055)  loss_bbox_dn_0: 0.2659 (0.2724)  loss_bbox_dn_1: 0.1999 (0.2019)  loss_bbox_dn_2: 0.1769 (0.1809)  loss_bbox_dn_3: 0.1704 (0.1748)  loss_bbox_dn_4: 0.1707 (0.1734)  loss_bbox_dn_5: 0.1706 (0.1734)  loss_giou: 0.4597 (0.4774)  loss_giou_aux_0: 0.4680 (0.5020)  loss_giou_aux_1: 0.4466 (0.4873)  loss_giou_aux_2: 0.4522 (0.4819)  loss_giou_aux_3: 0.4527 (0.4786)  loss_giou_aux_4: 0.4596 (0.4774)  loss_giou_aux_5: 0.5409 (0.5674)  loss_giou_dn_0: 0.5874 (0.5857)  loss_giou_dn_1: 0.4752 (0.4792)  loss_giou_dn_2: 0.4426 (0.4493)  loss_giou_dn_3: 0.4338 (0.4412)  loss_giou_dn_4: 0.4316 (0.4391)  loss_giou_dn_5: 0.4316 (0.4393)  loss_vfl: 0.6855 (0.6779)  loss_vfl_aux_0: 0.7798 (0.7825)  loss_vfl_aux_1: 0.7307 (0.7333)  loss_vfl_aux_2: 0.7040 (0.7038)  loss_vfl_aux_3: 0.6987 (0.6893)  loss_vfl_aux_4: 0.6865 (0.6816)  loss_vfl_aux_5: 0.7801 (0.7658)  loss_vfl_dn_0: 0.4580 (0.4545)  loss_vfl_dn_1: 0.3999 (0.3896)  loss_vfl_dn_2: 0.3816 (0.3738)  loss_vfl_dn_3: 0.3777 (0.3663)  loss_vfl_dn_4: 0.3741 (0.3637)  loss_vfl_dn_5: 0.3738 (0.3629)  time: 0.4808  data: 0.0141  max mem: 5654
Epoch: [39]  [5000/7393]  eta: 0:19:25  lr: 0.000010  loss: 16.0663 (15.9857)  loss_bbox: 0.1556 (0.1550)  loss_bbox_aux_0: 0.1660 (0.1682)  loss_bbox_aux_1: 0.1566 (0.1603)  loss_bbox_aux_2: 0.1544 (0.1575)  loss_bbox_aux_3: 0.1507 (0.1553)  loss_bbox_aux_4: 0.1546 (0.1550)  loss_bbox_aux_5: 0.2121 (0.2054)  loss_bbox_dn_0: 0.2945 (0.2724)  loss_bbox_dn_1: 0.2159 (0.2018)  loss_bbox_dn_2: 0.1933 (0.1809)  loss_bbox_dn_3: 0.1883 (0.1747)  loss_bbox_dn_4: 0.1887 (0.1733)  loss_bbox_dn_5: 0.1887 (0.1733)  loss_giou: 0.4350 (0.4777)  loss_giou_aux_0: 0.4666 (0.5022)  loss_giou_aux_1: 0.4351 (0.4875)  loss_giou_aux_2: 0.4336 (0.4822)  loss_giou_aux_3: 0.4368 (0.4788)  loss_giou_aux_4: 0.4354 (0.4777)  loss_giou_aux_5: 0.5569 (0.5676)  loss_giou_dn_0: 0.5847 (0.5859)  loss_giou_dn_1: 0.4723 (0.4793)  loss_giou_dn_2: 0.4370 (0.4494)  loss_giou_dn_3: 0.4284 (0.4413)  loss_giou_dn_4: 0.4205 (0.4392)  loss_giou_dn_5: 0.4208 (0.4394)  loss_vfl: 0.6879 (0.6778)  loss_vfl_aux_0: 0.7917 (0.7823)  loss_vfl_aux_1: 0.7469 (0.7331)  loss_vfl_aux_2: 0.7113 (0.7036)  loss_vfl_aux_3: 0.6925 (0.6891)  loss_vfl_aux_4: 0.6905 (0.6815)  loss_vfl_aux_5: 0.7756 (0.7655)  loss_vfl_dn_0: 0.4631 (0.4546)  loss_vfl_dn_1: 0.3967 (0.3897)  loss_vfl_dn_2: 0.3805 (0.3738)  loss_vfl_dn_3: 0.3723 (0.3664)  loss_vfl_dn_4: 0.3695 (0.3638)  loss_vfl_dn_5: 0.3671 (0.3630)  time: 0.4846  data: 0.0142  max mem: 5654
Epoch: [39]  [5100/7393]  eta: 0:18:36  lr: 0.000010  loss: 16.1437 (15.9897)  loss_bbox: 0.1325 (0.1550)  loss_bbox_aux_0: 0.1397 (0.1682)  loss_bbox_aux_1: 0.1368 (0.1603)  loss_bbox_aux_2: 0.1366 (0.1575)  loss_bbox_aux_3: 0.1316 (0.1553)  loss_bbox_aux_4: 0.1367 (0.1550)  loss_bbox_aux_5: 0.1870 (0.2054)  loss_bbox_dn_0: 0.2307 (0.2722)  loss_bbox_dn_1: 0.1710 (0.2017)  loss_bbox_dn_2: 0.1514 (0.1808)  loss_bbox_dn_3: 0.1459 (0.1746)  loss_bbox_dn_4: 0.1454 (0.1732)  loss_bbox_dn_5: 0.1455 (0.1732)  loss_giou: 0.4965 (0.4781)  loss_giou_aux_0: 0.5151 (0.5027)  loss_giou_aux_1: 0.5170 (0.4880)  loss_giou_aux_2: 0.5003 (0.4826)  loss_giou_aux_3: 0.5049 (0.4793)  loss_giou_aux_4: 0.4965 (0.4781)  loss_giou_aux_5: 0.5980 (0.5680)  loss_giou_dn_0: 0.6018 (0.5861)  loss_giou_dn_1: 0.4916 (0.4796)  loss_giou_dn_2: 0.4580 (0.4497)  loss_giou_dn_3: 0.4506 (0.4415)  loss_giou_dn_4: 0.4466 (0.4395)  loss_giou_dn_5: 0.4469 (0.4396)  loss_vfl: 0.6679 (0.6778)  loss_vfl_aux_0: 0.7710 (0.7823)  loss_vfl_aux_1: 0.7268 (0.7332)  loss_vfl_aux_2: 0.6969 (0.7036)  loss_vfl_aux_3: 0.6704 (0.6892)  loss_vfl_aux_4: 0.6664 (0.6815)  loss_vfl_aux_5: 0.7391 (0.7654)  loss_vfl_dn_0: 0.4597 (0.4545)  loss_vfl_dn_1: 0.3953 (0.3897)  loss_vfl_dn_2: 0.3749 (0.3739)  loss_vfl_dn_3: 0.3691 (0.3664)  loss_vfl_dn_4: 0.3693 (0.3638)  loss_vfl_dn_5: 0.3699 (0.3631)  time: 0.4808  data: 0.0145  max mem: 5654
Epoch: [39]  [5200/7393]  eta: 0:17:47  lr: 0.000010  loss: 16.0598 (15.9841)  loss_bbox: 0.1405 (0.1549)  loss_bbox_aux_0: 0.1563 (0.1680)  loss_bbox_aux_1: 0.1468 (0.1601)  loss_bbox_aux_2: 0.1479 (0.1574)  loss_bbox_aux_3: 0.1431 (0.1552)  loss_bbox_aux_4: 0.1412 (0.1548)  loss_bbox_aux_5: 0.1911 (0.2052)  loss_bbox_dn_0: 0.2427 (0.2719)  loss_bbox_dn_1: 0.1739 (0.2015)  loss_bbox_dn_2: 0.1574 (0.1806)  loss_bbox_dn_3: 0.1516 (0.1744)  loss_bbox_dn_4: 0.1521 (0.1730)  loss_bbox_dn_5: 0.1521 (0.1730)  loss_giou: 0.4465 (0.4781)  loss_giou_aux_0: 0.4615 (0.5026)  loss_giou_aux_1: 0.4502 (0.4880)  loss_giou_aux_2: 0.4430 (0.4826)  loss_giou_aux_3: 0.4415 (0.4793)  loss_giou_aux_4: 0.4383 (0.4781)  loss_giou_aux_5: 0.5458 (0.5680)  loss_giou_dn_0: 0.5931 (0.5861)  loss_giou_dn_1: 0.4714 (0.4795)  loss_giou_dn_2: 0.4424 (0.4496)  loss_giou_dn_3: 0.4321 (0.4414)  loss_giou_dn_4: 0.4309 (0.4394)  loss_giou_dn_5: 0.4309 (0.4396)  loss_vfl: 0.6954 (0.6775)  loss_vfl_aux_0: 0.7808 (0.7820)  loss_vfl_aux_1: 0.7329 (0.7328)  loss_vfl_aux_2: 0.7053 (0.7032)  loss_vfl_aux_3: 0.6948 (0.6887)  loss_vfl_aux_4: 0.6980 (0.6811)  loss_vfl_aux_5: 0.7787 (0.7651)  loss_vfl_dn_0: 0.4510 (0.4545)  loss_vfl_dn_1: 0.3880 (0.3897)  loss_vfl_dn_2: 0.3762 (0.3738)  loss_vfl_dn_3: 0.3683 (0.3664)  loss_vfl_dn_4: 0.3665 (0.3638)  loss_vfl_dn_5: 0.3653 (0.3630)  time: 0.4833  data: 0.0142  max mem: 5654
Epoch: [39]  [5300/7393]  eta: 0:16:58  lr: 0.000010  loss: 16.5446 (15.9864)  loss_bbox: 0.1520 (0.1549)  loss_bbox_aux_0: 0.1627 (0.1680)  loss_bbox_aux_1: 0.1564 (0.1601)  loss_bbox_aux_2: 0.1521 (0.1574)  loss_bbox_aux_3: 0.1535 (0.1552)  loss_bbox_aux_4: 0.1566 (0.1548)  loss_bbox_aux_5: 0.2002 (0.2051)  loss_bbox_dn_0: 0.2767 (0.2718)  loss_bbox_dn_1: 0.2078 (0.2014)  loss_bbox_dn_2: 0.1900 (0.1805)  loss_bbox_dn_3: 0.1789 (0.1743)  loss_bbox_dn_4: 0.1758 (0.1729)  loss_bbox_dn_5: 0.1759 (0.1729)  loss_giou: 0.4957 (0.4785)  loss_giou_aux_0: 0.5232 (0.5030)  loss_giou_aux_1: 0.5097 (0.4883)  loss_giou_aux_2: 0.5039 (0.4830)  loss_giou_aux_3: 0.5003 (0.4797)  loss_giou_aux_4: 0.4957 (0.4785)  loss_giou_aux_5: 0.5879 (0.5684)  loss_giou_dn_0: 0.5947 (0.5862)  loss_giou_dn_1: 0.4869 (0.4796)  loss_giou_dn_2: 0.4565 (0.4497)  loss_giou_dn_3: 0.4488 (0.4416)  loss_giou_dn_4: 0.4464 (0.4395)  loss_giou_dn_5: 0.4465 (0.4397)  loss_vfl: 0.6768 (0.6773)  loss_vfl_aux_0: 0.7686 (0.7819)  loss_vfl_aux_1: 0.7351 (0.7328)  loss_vfl_aux_2: 0.7066 (0.7031)  loss_vfl_aux_3: 0.6869 (0.6886)  loss_vfl_aux_4: 0.6808 (0.6810)  loss_vfl_aux_5: 0.7471 (0.7651)  loss_vfl_dn_0: 0.4566 (0.4545)  loss_vfl_dn_1: 0.3945 (0.3897)  loss_vfl_dn_2: 0.3742 (0.3739)  loss_vfl_dn_3: 0.3689 (0.3664)  loss_vfl_dn_4: 0.3680 (0.3639)  loss_vfl_dn_5: 0.3684 (0.3631)  time: 0.4703  data: 0.0140  max mem: 5654
Epoch: [39]  [5400/7393]  eta: 0:16:09  lr: 0.000010  loss: 15.2038 (15.9811)  loss_bbox: 0.1515 (0.1548)  loss_bbox_aux_0: 0.1509 (0.1679)  loss_bbox_aux_1: 0.1488 (0.1601)  loss_bbox_aux_2: 0.1520 (0.1573)  loss_bbox_aux_3: 0.1516 (0.1551)  loss_bbox_aux_4: 0.1532 (0.1548)  loss_bbox_aux_5: 0.1946 (0.2050)  loss_bbox_dn_0: 0.2899 (0.2718)  loss_bbox_dn_1: 0.1988 (0.2013)  loss_bbox_dn_2: 0.1706 (0.1804)  loss_bbox_dn_3: 0.1655 (0.1743)  loss_bbox_dn_4: 0.1636 (0.1729)  loss_bbox_dn_5: 0.1636 (0.1729)  loss_giou: 0.4356 (0.4782)  loss_giou_aux_0: 0.4547 (0.5027)  loss_giou_aux_1: 0.4381 (0.4881)  loss_giou_aux_2: 0.4271 (0.4828)  loss_giou_aux_3: 0.4239 (0.4794)  loss_giou_aux_4: 0.4381 (0.4783)  loss_giou_aux_5: 0.4945 (0.5681)  loss_giou_dn_0: 0.5563 (0.5860)  loss_giou_dn_1: 0.4420 (0.4794)  loss_giou_dn_2: 0.4167 (0.4495)  loss_giou_dn_3: 0.4116 (0.4413)  loss_giou_dn_4: 0.4112 (0.4393)  loss_giou_dn_5: 0.4112 (0.4395)  loss_vfl: 0.6238 (0.6772)  loss_vfl_aux_0: 0.7515 (0.7817)  loss_vfl_aux_1: 0.7161 (0.7327)  loss_vfl_aux_2: 0.6697 (0.7029)  loss_vfl_aux_3: 0.6519 (0.6884)  loss_vfl_aux_4: 0.6247 (0.6808)  loss_vfl_aux_5: 0.7599 (0.7649)  loss_vfl_dn_0: 0.4524 (0.4545)  loss_vfl_dn_1: 0.3888 (0.3897)  loss_vfl_dn_2: 0.3680 (0.3738)  loss_vfl_dn_3: 0.3630 (0.3664)  loss_vfl_dn_4: 0.3585 (0.3638)  loss_vfl_dn_5: 0.3582 (0.3630)  time: 0.4834  data: 0.0138  max mem: 5654
Epoch: [39]  [5500/7393]  eta: 0:15:20  lr: 0.000010  loss: 16.6288 (15.9858)  loss_bbox: 0.1594 (0.1548)  loss_bbox_aux_0: 0.1703 (0.1680)  loss_bbox_aux_1: 0.1689 (0.1601)  loss_bbox_aux_2: 0.1685 (0.1574)  loss_bbox_aux_3: 0.1634 (0.1552)  loss_bbox_aux_4: 0.1570 (0.1548)  loss_bbox_aux_5: 0.2198 (0.2051)  loss_bbox_dn_0: 0.3073 (0.2722)  loss_bbox_dn_1: 0.2242 (0.2016)  loss_bbox_dn_2: 0.1938 (0.1807)  loss_bbox_dn_3: 0.1846 (0.1745)  loss_bbox_dn_4: 0.1835 (0.1731)  loss_bbox_dn_5: 0.1835 (0.1731)  loss_giou: 0.4795 (0.4781)  loss_giou_aux_0: 0.5132 (0.5026)  loss_giou_aux_1: 0.4835 (0.4879)  loss_giou_aux_2: 0.4865 (0.4827)  loss_giou_aux_3: 0.4867 (0.4793)  loss_giou_aux_4: 0.4811 (0.4781)  loss_giou_aux_5: 0.5952 (0.5681)  loss_giou_dn_0: 0.6062 (0.5861)  loss_giou_dn_1: 0.4973 (0.4795)  loss_giou_dn_2: 0.4689 (0.4495)  loss_giou_dn_3: 0.4572 (0.4413)  loss_giou_dn_4: 0.4549 (0.4393)  loss_giou_dn_5: 0.4551 (0.4395)  loss_vfl: 0.7057 (0.6776)  loss_vfl_aux_0: 0.7733 (0.7821)  loss_vfl_aux_1: 0.7452 (0.7333)  loss_vfl_aux_2: 0.7068 (0.7033)  loss_vfl_aux_3: 0.7047 (0.6888)  loss_vfl_aux_4: 0.6991 (0.6812)  loss_vfl_aux_5: 0.7684 (0.7652)  loss_vfl_dn_0: 0.4566 (0.4545)  loss_vfl_dn_1: 0.3879 (0.3897)  loss_vfl_dn_2: 0.3734 (0.3739)  loss_vfl_dn_3: 0.3653 (0.3664)  loss_vfl_dn_4: 0.3661 (0.3639)  loss_vfl_dn_5: 0.3627 (0.3631)  time: 0.4828  data: 0.0147  max mem: 5654
Epoch: [39]  [5600/7393]  eta: 0:14:33  lr: 0.000010  loss: 15.8383 (15.9866)  loss_bbox: 0.1338 (0.1548)  loss_bbox_aux_0: 0.1498 (0.1680)  loss_bbox_aux_1: 0.1413 (0.1601)  loss_bbox_aux_2: 0.1373 (0.1573)  loss_bbox_aux_3: 0.1317 (0.1551)  loss_bbox_aux_4: 0.1364 (0.1547)  loss_bbox_aux_5: 0.1632 (0.2051)  loss_bbox_dn_0: 0.2127 (0.2722)  loss_bbox_dn_1: 0.1573 (0.2016)  loss_bbox_dn_2: 0.1409 (0.1807)  loss_bbox_dn_3: 0.1367 (0.1745)  loss_bbox_dn_4: 0.1335 (0.1732)  loss_bbox_dn_5: 0.1335 (0.1732)  loss_giou: 0.5126 (0.4781)  loss_giou_aux_0: 0.5409 (0.5026)  loss_giou_aux_1: 0.5194 (0.4880)  loss_giou_aux_2: 0.5098 (0.4827)  loss_giou_aux_3: 0.5127 (0.4794)  loss_giou_aux_4: 0.5126 (0.4782)  loss_giou_aux_5: 0.6142 (0.5681)  loss_giou_dn_0: 0.6125 (0.5861)  loss_giou_dn_1: 0.5026 (0.4795)  loss_giou_dn_2: 0.4711 (0.4495)  loss_giou_dn_3: 0.4611 (0.4413)  loss_giou_dn_4: 0.4603 (0.4393)  loss_giou_dn_5: 0.4609 (0.4395)  loss_vfl: 0.6881 (0.6777)  loss_vfl_aux_0: 0.7794 (0.7822)  loss_vfl_aux_1: 0.7418 (0.7334)  loss_vfl_aux_2: 0.7027 (0.7034)  loss_vfl_aux_3: 0.7128 (0.6889)  loss_vfl_aux_4: 0.6903 (0.6813)  loss_vfl_aux_5: 0.7573 (0.7652)  loss_vfl_dn_0: 0.4501 (0.4546)  loss_vfl_dn_1: 0.3953 (0.3897)  loss_vfl_dn_2: 0.3789 (0.3739)  loss_vfl_dn_3: 0.3691 (0.3664)  loss_vfl_dn_4: 0.3659 (0.3638)  loss_vfl_dn_5: 0.3644 (0.3631)  time: 0.4834  data: 0.0141  max mem: 5654
Epoch: [39]  [5700/7393]  eta: 0:13:44  lr: 0.000010  loss: 16.1810 (15.9847)  loss_bbox: 0.1405 (0.1547)  loss_bbox_aux_0: 0.1601 (0.1680)  loss_bbox_aux_1: 0.1513 (0.1601)  loss_bbox_aux_2: 0.1410 (0.1573)  loss_bbox_aux_3: 0.1353 (0.1551)  loss_bbox_aux_4: 0.1418 (0.1547)  loss_bbox_aux_5: 0.1958 (0.2051)  loss_bbox_dn_0: 0.2405 (0.2722)  loss_bbox_dn_1: 0.1744 (0.2016)  loss_bbox_dn_2: 0.1580 (0.1807)  loss_bbox_dn_3: 0.1528 (0.1745)  loss_bbox_dn_4: 0.1517 (0.1732)  loss_bbox_dn_5: 0.1518 (0.1732)  loss_giou: 0.5124 (0.4779)  loss_giou_aux_0: 0.5274 (0.5024)  loss_giou_aux_1: 0.5161 (0.4878)  loss_giou_aux_2: 0.5206 (0.4826)  loss_giou_aux_3: 0.4999 (0.4792)  loss_giou_aux_4: 0.5182 (0.4780)  loss_giou_aux_5: 0.5958 (0.5680)  loss_giou_dn_0: 0.6011 (0.5860)  loss_giou_dn_1: 0.5096 (0.4793)  loss_giou_dn_2: 0.4765 (0.4494)  loss_giou_dn_3: 0.4675 (0.4412)  loss_giou_dn_4: 0.4641 (0.4392)  loss_giou_dn_5: 0.4644 (0.4394)  loss_vfl: 0.6954 (0.6777)  loss_vfl_aux_0: 0.7999 (0.7823)  loss_vfl_aux_1: 0.7355 (0.7334)  loss_vfl_aux_2: 0.6995 (0.7034)  loss_vfl_aux_3: 0.7224 (0.6890)  loss_vfl_aux_4: 0.7032 (0.6814)  loss_vfl_aux_5: 0.7695 (0.7653)  loss_vfl_dn_0: 0.4497 (0.4546)  loss_vfl_dn_1: 0.3921 (0.3897)  loss_vfl_dn_2: 0.3775 (0.3738)  loss_vfl_dn_3: 0.3719 (0.3664)  loss_vfl_dn_4: 0.3707 (0.3638)  loss_vfl_dn_5: 0.3702 (0.3630)  time: 0.4680  data: 0.0139  max mem: 5654
Epoch: [39]  [5800/7393]  eta: 0:12:57  lr: 0.000010  loss: 15.6992 (15.9867)  loss_bbox: 0.1385 (0.1547)  loss_bbox_aux_0: 0.1465 (0.1679)  loss_bbox_aux_1: 0.1357 (0.1601)  loss_bbox_aux_2: 0.1411 (0.1573)  loss_bbox_aux_3: 0.1353 (0.1550)  loss_bbox_aux_4: 0.1385 (0.1547)  loss_bbox_aux_5: 0.1763 (0.2050)  loss_bbox_dn_0: 0.2544 (0.2722)  loss_bbox_dn_1: 0.1835 (0.2016)  loss_bbox_dn_2: 0.1646 (0.1807)  loss_bbox_dn_3: 0.1599 (0.1745)  loss_bbox_dn_4: 0.1574 (0.1731)  loss_bbox_dn_5: 0.1573 (0.1732)  loss_giou: 0.4563 (0.4782)  loss_giou_aux_0: 0.4807 (0.5026)  loss_giou_aux_1: 0.4720 (0.4881)  loss_giou_aux_2: 0.4770 (0.4828)  loss_giou_aux_3: 0.4606 (0.4794)  loss_giou_aux_4: 0.4513 (0.4782)  loss_giou_aux_5: 0.5274 (0.5682)  loss_giou_dn_0: 0.5717 (0.5861)  loss_giou_dn_1: 0.4654 (0.4795)  loss_giou_dn_2: 0.4338 (0.4495)  loss_giou_dn_3: 0.4266 (0.4413)  loss_giou_dn_4: 0.4231 (0.4393)  loss_giou_dn_5: 0.4232 (0.4395)  loss_vfl: 0.6473 (0.6777)  loss_vfl_aux_0: 0.7564 (0.7823)  loss_vfl_aux_1: 0.7042 (0.7333)  loss_vfl_aux_2: 0.6647 (0.7033)  loss_vfl_aux_3: 0.6568 (0.6890)  loss_vfl_aux_4: 0.6595 (0.6813)  loss_vfl_aux_5: 0.7375 (0.7653)  loss_vfl_dn_0: 0.4482 (0.4546)  loss_vfl_dn_1: 0.3892 (0.3897)  loss_vfl_dn_2: 0.3741 (0.3739)  loss_vfl_dn_3: 0.3659 (0.3665)  loss_vfl_dn_4: 0.3632 (0.3639)  loss_vfl_dn_5: 0.3620 (0.3631)  time: 0.4731  data: 0.0137  max mem: 5654
Epoch: [39]  [5900/7393]  eta: 0:12:08  lr: 0.000010  loss: 15.3441 (15.9877)  loss_bbox: 0.1446 (0.1546)  loss_bbox_aux_0: 0.1576 (0.1678)  loss_bbox_aux_1: 0.1491 (0.1600)  loss_bbox_aux_2: 0.1504 (0.1572)  loss_bbox_aux_3: 0.1464 (0.1550)  loss_bbox_aux_4: 0.1457 (0.1546)  loss_bbox_aux_5: 0.1970 (0.2049)  loss_bbox_dn_0: 0.2707 (0.2720)  loss_bbox_dn_1: 0.2050 (0.2015)  loss_bbox_dn_2: 0.1794 (0.1806)  loss_bbox_dn_3: 0.1787 (0.1744)  loss_bbox_dn_4: 0.1776 (0.1730)  loss_bbox_dn_5: 0.1776 (0.1731)  loss_giou: 0.4401 (0.4783)  loss_giou_aux_0: 0.4916 (0.5027)  loss_giou_aux_1: 0.4562 (0.4882)  loss_giou_aux_2: 0.4546 (0.4830)  loss_giou_aux_3: 0.4396 (0.4795)  loss_giou_aux_4: 0.4491 (0.4784)  loss_giou_aux_5: 0.5495 (0.5684)  loss_giou_dn_0: 0.5690 (0.5862)  loss_giou_dn_1: 0.4505 (0.4796)  loss_giou_dn_2: 0.4226 (0.4497)  loss_giou_dn_3: 0.4150 (0.4415)  loss_giou_dn_4: 0.4126 (0.4394)  loss_giou_dn_5: 0.4126 (0.4396)  loss_vfl: 0.6915 (0.6779)  loss_vfl_aux_0: 0.7930 (0.7823)  loss_vfl_aux_1: 0.7678 (0.7334)  loss_vfl_aux_2: 0.7188 (0.7034)  loss_vfl_aux_3: 0.6946 (0.6891)  loss_vfl_aux_4: 0.6948 (0.6815)  loss_vfl_aux_5: 0.7616 (0.7654)  loss_vfl_dn_0: 0.4583 (0.4546)  loss_vfl_dn_1: 0.3937 (0.3897)  loss_vfl_dn_2: 0.3771 (0.3739)  loss_vfl_dn_3: 0.3702 (0.3665)  loss_vfl_dn_4: 0.3679 (0.3639)  loss_vfl_dn_5: 0.3672 (0.3631)  time: 0.4931  data: 0.0140  max mem: 5654
Epoch: [39]  [6000/7393]  eta: 0:11:20  lr: 0.000010  loss: 15.5628 (15.9878)  loss_bbox: 0.1487 (0.1547)  loss_bbox_aux_0: 0.1642 (0.1679)  loss_bbox_aux_1: 0.1479 (0.1600)  loss_bbox_aux_2: 0.1471 (0.1572)  loss_bbox_aux_3: 0.1456 (0.1550)  loss_bbox_aux_4: 0.1507 (0.1546)  loss_bbox_aux_5: 0.1968 (0.2049)  loss_bbox_dn_0: 0.2330 (0.2721)  loss_bbox_dn_1: 0.1850 (0.2015)  loss_bbox_dn_2: 0.1710 (0.1806)  loss_bbox_dn_3: 0.1664 (0.1745)  loss_bbox_dn_4: 0.1665 (0.1731)  loss_bbox_dn_5: 0.1665 (0.1731)  loss_giou: 0.4595 (0.4782)  loss_giou_aux_0: 0.4807 (0.5026)  loss_giou_aux_1: 0.4700 (0.4881)  loss_giou_aux_2: 0.4726 (0.4828)  loss_giou_aux_3: 0.4557 (0.4794)  loss_giou_aux_4: 0.4568 (0.4782)  loss_giou_aux_5: 0.5534 (0.5682)  loss_giou_dn_0: 0.5350 (0.5860)  loss_giou_dn_1: 0.4392 (0.4794)  loss_giou_dn_2: 0.4145 (0.4495)  loss_giou_dn_3: 0.4083 (0.4413)  loss_giou_dn_4: 0.4073 (0.4393)  loss_giou_dn_5: 0.4075 (0.4394)  loss_vfl: 0.6879 (0.6780)  loss_vfl_aux_0: 0.7536 (0.7825)  loss_vfl_aux_1: 0.7330 (0.7336)  loss_vfl_aux_2: 0.7013 (0.7037)  loss_vfl_aux_3: 0.6981 (0.6892)  loss_vfl_aux_4: 0.6922 (0.6817)  loss_vfl_aux_5: 0.7681 (0.7655)  loss_vfl_dn_0: 0.4557 (0.4546)  loss_vfl_dn_1: 0.3868 (0.3898)  loss_vfl_dn_2: 0.3776 (0.3739)  loss_vfl_dn_3: 0.3717 (0.3665)  loss_vfl_dn_4: 0.3712 (0.3639)  loss_vfl_dn_5: 0.3704 (0.3631)  time: 0.7826  data: 0.0143  max mem: 5654
Epoch: [39]  [6100/7393]  eta: 0:10:31  lr: 0.000010  loss: 15.9197 (15.9882)  loss_bbox: 0.1444 (0.1547)  loss_bbox_aux_0: 0.1626 (0.1678)  loss_bbox_aux_1: 0.1483 (0.1600)  loss_bbox_aux_2: 0.1409 (0.1572)  loss_bbox_aux_3: 0.1426 (0.1550)  loss_bbox_aux_4: 0.1444 (0.1546)  loss_bbox_aux_5: 0.1930 (0.2049)  loss_bbox_dn_0: 0.2792 (0.2719)  loss_bbox_dn_1: 0.1896 (0.2014)  loss_bbox_dn_2: 0.1668 (0.1805)  loss_bbox_dn_3: 0.1612 (0.1743)  loss_bbox_dn_4: 0.1588 (0.1730)  loss_bbox_dn_5: 0.1589 (0.1730)  loss_giou: 0.4206 (0.4786)  loss_giou_aux_0: 0.4298 (0.5029)  loss_giou_aux_1: 0.4328 (0.4885)  loss_giou_aux_2: 0.4290 (0.4833)  loss_giou_aux_3: 0.4162 (0.4798)  loss_giou_aux_4: 0.4163 (0.4786)  loss_giou_aux_5: 0.5213 (0.5686)  loss_giou_dn_0: 0.5521 (0.5861)  loss_giou_dn_1: 0.4461 (0.4796)  loss_giou_dn_2: 0.4198 (0.4497)  loss_giou_dn_3: 0.4163 (0.4415)  loss_giou_dn_4: 0.4156 (0.4395)  loss_giou_dn_5: 0.4157 (0.4397)  loss_vfl: 0.6732 (0.6777)  loss_vfl_aux_0: 0.7715 (0.7822)  loss_vfl_aux_1: 0.7279 (0.7333)  loss_vfl_aux_2: 0.7175 (0.7034)  loss_vfl_aux_3: 0.6924 (0.6889)  loss_vfl_aux_4: 0.6936 (0.6814)  loss_vfl_aux_5: 0.7522 (0.7652)  loss_vfl_dn_0: 0.4461 (0.4546)  loss_vfl_dn_1: 0.3797 (0.3897)  loss_vfl_dn_2: 0.3718 (0.3739)  loss_vfl_dn_3: 0.3620 (0.3665)  loss_vfl_dn_4: 0.3613 (0.3639)  loss_vfl_dn_5: 0.3616 (0.3631)  time: 0.4867  data: 0.0139  max mem: 5654
Epoch: [39]  [6200/7393]  eta: 0:09:42  lr: 0.000010  loss: 16.2899 (15.9908)  loss_bbox: 0.1494 (0.1546)  loss_bbox_aux_0: 0.1577 (0.1677)  loss_bbox_aux_1: 0.1513 (0.1599)  loss_bbox_aux_2: 0.1501 (0.1571)  loss_bbox_aux_3: 0.1501 (0.1550)  loss_bbox_aux_4: 0.1510 (0.1546)  loss_bbox_aux_5: 0.1907 (0.2048)  loss_bbox_dn_0: 0.2427 (0.2717)  loss_bbox_dn_1: 0.1800 (0.2012)  loss_bbox_dn_2: 0.1649 (0.1804)  loss_bbox_dn_3: 0.1618 (0.1742)  loss_bbox_dn_4: 0.1613 (0.1729)  loss_bbox_dn_5: 0.1614 (0.1729)  loss_giou: 0.4871 (0.4789)  loss_giou_aux_0: 0.5100 (0.5032)  loss_giou_aux_1: 0.5108 (0.4888)  loss_giou_aux_2: 0.4943 (0.4836)  loss_giou_aux_3: 0.4839 (0.4801)  loss_giou_aux_4: 0.4836 (0.4789)  loss_giou_aux_5: 0.5738 (0.5690)  loss_giou_dn_0: 0.5831 (0.5863)  loss_giou_dn_1: 0.4769 (0.4798)  loss_giou_dn_2: 0.4470 (0.4499)  loss_giou_dn_3: 0.4396 (0.4417)  loss_giou_dn_4: 0.4369 (0.4397)  loss_giou_dn_5: 0.4366 (0.4399)  loss_vfl: 0.6632 (0.6777)  loss_vfl_aux_0: 0.7636 (0.7823)  loss_vfl_aux_1: 0.7162 (0.7332)  loss_vfl_aux_2: 0.6942 (0.7034)  loss_vfl_aux_3: 0.6764 (0.6889)  loss_vfl_aux_4: 0.6750 (0.6814)  loss_vfl_aux_5: 0.7436 (0.7652)  loss_vfl_dn_0: 0.4500 (0.4546)  loss_vfl_dn_1: 0.3922 (0.3898)  loss_vfl_dn_2: 0.3787 (0.3740)  loss_vfl_dn_3: 0.3706 (0.3665)  loss_vfl_dn_4: 0.3678 (0.3639)  loss_vfl_dn_5: 0.3670 (0.3632)  time: 0.4847  data: 0.0137  max mem: 5654
Epoch: [39]  [6300/7393]  eta: 0:08:53  lr: 0.000010  loss: 16.1454 (15.9935)  loss_bbox: 0.1646 (0.1547)  loss_bbox_aux_0: 0.1590 (0.1677)  loss_bbox_aux_1: 0.1481 (0.1599)  loss_bbox_aux_2: 0.1554 (0.1572)  loss_bbox_aux_3: 0.1526 (0.1550)  loss_bbox_aux_4: 0.1569 (0.1546)  loss_bbox_aux_5: 0.2028 (0.2048)  loss_bbox_dn_0: 0.2445 (0.2716)  loss_bbox_dn_1: 0.1844 (0.2012)  loss_bbox_dn_2: 0.1660 (0.1803)  loss_bbox_dn_3: 0.1594 (0.1742)  loss_bbox_dn_4: 0.1584 (0.1728)  loss_bbox_dn_5: 0.1585 (0.1728)  loss_giou: 0.4701 (0.4791)  loss_giou_aux_0: 0.4926 (0.5034)  loss_giou_aux_1: 0.4775 (0.4890)  loss_giou_aux_2: 0.4670 (0.4838)  loss_giou_aux_3: 0.4642 (0.4803)  loss_giou_aux_4: 0.4664 (0.4791)  loss_giou_aux_5: 0.5481 (0.5691)  loss_giou_dn_0: 0.6018 (0.5865)  loss_giou_dn_1: 0.4827 (0.4800)  loss_giou_dn_2: 0.4468 (0.4501)  loss_giou_dn_3: 0.4348 (0.4419)  loss_giou_dn_4: 0.4314 (0.4399)  loss_giou_dn_5: 0.4313 (0.4400)  loss_vfl: 0.6621 (0.6778)  loss_vfl_aux_0: 0.7507 (0.7823)  loss_vfl_aux_1: 0.7119 (0.7333)  loss_vfl_aux_2: 0.6764 (0.7034)  loss_vfl_aux_3: 0.6763 (0.6889)  loss_vfl_aux_4: 0.6576 (0.6814)  loss_vfl_aux_5: 0.7595 (0.7653)  loss_vfl_dn_0: 0.4614 (0.4546)  loss_vfl_dn_1: 0.3952 (0.3898)  loss_vfl_dn_2: 0.3781 (0.3740)  loss_vfl_dn_3: 0.3708 (0.3665)  loss_vfl_dn_4: 0.3675 (0.3639)  loss_vfl_dn_5: 0.3630 (0.3632)  time: 0.4830  data: 0.0144  max mem: 5654
Epoch: [39]  [6400/7393]  eta: 0:08:04  lr: 0.000010  loss: 16.2710 (15.9934)  loss_bbox: 0.1573 (0.1547)  loss_bbox_aux_0: 0.1717 (0.1678)  loss_bbox_aux_1: 0.1600 (0.1600)  loss_bbox_aux_2: 0.1603 (0.1573)  loss_bbox_aux_3: 0.1585 (0.1551)  loss_bbox_aux_4: 0.1610 (0.1547)  loss_bbox_aux_5: 0.2013 (0.2049)  loss_bbox_dn_0: 0.3030 (0.2717)  loss_bbox_dn_1: 0.2139 (0.2013)  loss_bbox_dn_2: 0.1936 (0.1804)  loss_bbox_dn_3: 0.1880 (0.1742)  loss_bbox_dn_4: 0.1851 (0.1729)  loss_bbox_dn_5: 0.1851 (0.1729)  loss_giou: 0.4390 (0.4789)  loss_giou_aux_0: 0.4453 (0.5032)  loss_giou_aux_1: 0.4361 (0.4888)  loss_giou_aux_2: 0.4321 (0.4836)  loss_giou_aux_3: 0.4292 (0.4801)  loss_giou_aux_4: 0.4352 (0.4789)  loss_giou_aux_5: 0.4994 (0.5689)  loss_giou_dn_0: 0.5529 (0.5864)  loss_giou_dn_1: 0.4461 (0.4799)  loss_giou_dn_2: 0.4153 (0.4500)  loss_giou_dn_3: 0.4076 (0.4418)  loss_giou_dn_4: 0.4060 (0.4398)  loss_giou_dn_5: 0.4065 (0.4399)  loss_vfl: 0.7005 (0.6780)  loss_vfl_aux_0: 0.8132 (0.7824)  loss_vfl_aux_1: 0.7752 (0.7335)  loss_vfl_aux_2: 0.7285 (0.7035)  loss_vfl_aux_3: 0.7187 (0.6891)  loss_vfl_aux_4: 0.7117 (0.6816)  loss_vfl_aux_5: 0.8110 (0.7655)  loss_vfl_dn_0: 0.4619 (0.4546)  loss_vfl_dn_1: 0.3923 (0.3898)  loss_vfl_dn_2: 0.3785 (0.3740)  loss_vfl_dn_3: 0.3701 (0.3665)  loss_vfl_dn_4: 0.3698 (0.3639)  loss_vfl_dn_5: 0.3688 (0.3632)  time: 0.4686  data: 0.0151  max mem: 5654
Epoch: [39]  [6500/7393]  eta: 0:07:15  lr: 0.000010  loss: 16.2762 (15.9987)  loss_bbox: 0.1419 (0.1548)  loss_bbox_aux_0: 0.1619 (0.1679)  loss_bbox_aux_1: 0.1478 (0.1600)  loss_bbox_aux_2: 0.1434 (0.1573)  loss_bbox_aux_3: 0.1437 (0.1552)  loss_bbox_aux_4: 0.1422 (0.1547)  loss_bbox_aux_5: 0.2129 (0.2050)  loss_bbox_dn_0: 0.2553 (0.2719)  loss_bbox_dn_1: 0.2009 (0.2014)  loss_bbox_dn_2: 0.1843 (0.1805)  loss_bbox_dn_3: 0.1757 (0.1743)  loss_bbox_dn_4: 0.1746 (0.1730)  loss_bbox_dn_5: 0.1745 (0.1730)  loss_giou: 0.4448 (0.4790)  loss_giou_aux_0: 0.4635 (0.5034)  loss_giou_aux_1: 0.4560 (0.4889)  loss_giou_aux_2: 0.4599 (0.4838)  loss_giou_aux_3: 0.4492 (0.4803)  loss_giou_aux_4: 0.4495 (0.4791)  loss_giou_aux_5: 0.5646 (0.5691)  loss_giou_dn_0: 0.5835 (0.5865)  loss_giou_dn_1: 0.4733 (0.4800)  loss_giou_dn_2: 0.4424 (0.4501)  loss_giou_dn_3: 0.4376 (0.4419)  loss_giou_dn_4: 0.4343 (0.4399)  loss_giou_dn_5: 0.4343 (0.4400)  loss_vfl: 0.6836 (0.6782)  loss_vfl_aux_0: 0.7980 (0.7827)  loss_vfl_aux_1: 0.7586 (0.7337)  loss_vfl_aux_2: 0.7252 (0.7038)  loss_vfl_aux_3: 0.7216 (0.6894)  loss_vfl_aux_4: 0.7018 (0.6818)  loss_vfl_aux_5: 0.7794 (0.7657)  loss_vfl_dn_0: 0.4579 (0.4547)  loss_vfl_dn_1: 0.3926 (0.3898)  loss_vfl_dn_2: 0.3784 (0.3740)  loss_vfl_dn_3: 0.3703 (0.3666)  loss_vfl_dn_4: 0.3668 (0.3640)  loss_vfl_dn_5: 0.3649 (0.3632)  time: 0.4842  data: 0.0140  max mem: 5654
Epoch: [39]  [6600/7393]  eta: 0:06:26  lr: 0.000010  loss: 16.2051 (16.0003)  loss_bbox: 0.1341 (0.1548)  loss_bbox_aux_0: 0.1545 (0.1679)  loss_bbox_aux_1: 0.1464 (0.1600)  loss_bbox_aux_2: 0.1384 (0.1573)  loss_bbox_aux_3: 0.1312 (0.1551)  loss_bbox_aux_4: 0.1313 (0.1547)  loss_bbox_aux_5: 0.2032 (0.2050)  loss_bbox_dn_0: 0.2793 (0.2719)  loss_bbox_dn_1: 0.2148 (0.2014)  loss_bbox_dn_2: 0.1978 (0.1805)  loss_bbox_dn_3: 0.1825 (0.1744)  loss_bbox_dn_4: 0.1778 (0.1730)  loss_bbox_dn_5: 0.1779 (0.1730)  loss_giou: 0.4347 (0.4790)  loss_giou_aux_0: 0.4627 (0.5034)  loss_giou_aux_1: 0.4474 (0.4890)  loss_giou_aux_2: 0.4357 (0.4838)  loss_giou_aux_3: 0.4443 (0.4802)  loss_giou_aux_4: 0.4345 (0.4791)  loss_giou_aux_5: 0.5358 (0.5692)  loss_giou_dn_0: 0.5859 (0.5866)  loss_giou_dn_1: 0.4810 (0.4801)  loss_giou_dn_2: 0.4408 (0.4502)  loss_giou_dn_3: 0.4316 (0.4420)  loss_giou_dn_4: 0.4284 (0.4400)  loss_giou_dn_5: 0.4283 (0.4401)  loss_vfl: 0.7062 (0.6784)  loss_vfl_aux_0: 0.7821 (0.7828)  loss_vfl_aux_1: 0.7480 (0.7338)  loss_vfl_aux_2: 0.7305 (0.7040)  loss_vfl_aux_3: 0.7278 (0.6897)  loss_vfl_aux_4: 0.7035 (0.6820)  loss_vfl_aux_5: 0.7647 (0.7656)  loss_vfl_dn_0: 0.4603 (0.4546)  loss_vfl_dn_1: 0.3936 (0.3898)  loss_vfl_dn_2: 0.3778 (0.3740)  loss_vfl_dn_3: 0.3706 (0.3666)  loss_vfl_dn_4: 0.3680 (0.3640)  loss_vfl_dn_5: 0.3683 (0.3632)  time: 0.4735  data: 0.0141  max mem: 5654
Epoch: [39]  [6700/7393]  eta: 0:05:37  lr: 0.000010  loss: 16.0584 (16.0005)  loss_bbox: 0.1469 (0.1547)  loss_bbox_aux_0: 0.1482 (0.1678)  loss_bbox_aux_1: 0.1618 (0.1600)  loss_bbox_aux_2: 0.1548 (0.1572)  loss_bbox_aux_3: 0.1539 (0.1550)  loss_bbox_aux_4: 0.1469 (0.1546)  loss_bbox_aux_5: 0.1968 (0.2050)  loss_bbox_dn_0: 0.2382 (0.2718)  loss_bbox_dn_1: 0.1875 (0.2013)  loss_bbox_dn_2: 0.1634 (0.1805)  loss_bbox_dn_3: 0.1604 (0.1743)  loss_bbox_dn_4: 0.1568 (0.1729)  loss_bbox_dn_5: 0.1567 (0.1729)  loss_giou: 0.4694 (0.4791)  loss_giou_aux_0: 0.4876 (0.5034)  loss_giou_aux_1: 0.4822 (0.4891)  loss_giou_aux_2: 0.4668 (0.4839)  loss_giou_aux_3: 0.4675 (0.4803)  loss_giou_aux_4: 0.4707 (0.4792)  loss_giou_aux_5: 0.5595 (0.5693)  loss_giou_dn_0: 0.5923 (0.5867)  loss_giou_dn_1: 0.4920 (0.4802)  loss_giou_dn_2: 0.4545 (0.4503)  loss_giou_dn_3: 0.4483 (0.4421)  loss_giou_dn_4: 0.4458 (0.4400)  loss_giou_dn_5: 0.4459 (0.4402)  loss_vfl: 0.6795 (0.6784)  loss_vfl_aux_0: 0.8129 (0.7830)  loss_vfl_aux_1: 0.7293 (0.7338)  loss_vfl_aux_2: 0.7083 (0.7039)  loss_vfl_aux_3: 0.6839 (0.6897)  loss_vfl_aux_4: 0.6878 (0.6820)  loss_vfl_aux_5: 0.7750 (0.7656)  loss_vfl_dn_0: 0.4560 (0.4546)  loss_vfl_dn_1: 0.3857 (0.3898)  loss_vfl_dn_2: 0.3729 (0.3740)  loss_vfl_dn_3: 0.3669 (0.3666)  loss_vfl_dn_4: 0.3659 (0.3640)  loss_vfl_dn_5: 0.3682 (0.3632)  time: 0.4752  data: 0.0143  max mem: 5654
Epoch: [39]  [6800/7393]  eta: 0:04:48  lr: 0.000010  loss: 15.9934 (16.0021)  loss_bbox: 0.1702 (0.1548)  loss_bbox_aux_0: 0.1733 (0.1678)  loss_bbox_aux_1: 0.1732 (0.1601)  loss_bbox_aux_2: 0.1730 (0.1573)  loss_bbox_aux_3: 0.1720 (0.1551)  loss_bbox_aux_4: 0.1691 (0.1547)  loss_bbox_aux_5: 0.2050 (0.2050)  loss_bbox_dn_0: 0.2973 (0.2719)  loss_bbox_dn_1: 0.2230 (0.2014)  loss_bbox_dn_2: 0.1976 (0.1806)  loss_bbox_dn_3: 0.1886 (0.1744)  loss_bbox_dn_4: 0.1864 (0.1730)  loss_bbox_dn_5: 0.1865 (0.1730)  loss_giou: 0.5088 (0.4791)  loss_giou_aux_0: 0.5238 (0.5034)  loss_giou_aux_1: 0.5033 (0.4891)  loss_giou_aux_2: 0.4971 (0.4838)  loss_giou_aux_3: 0.5044 (0.4803)  loss_giou_aux_4: 0.5026 (0.4792)  loss_giou_aux_5: 0.5870 (0.5692)  loss_giou_dn_0: 0.5858 (0.5866)  loss_giou_dn_1: 0.4888 (0.4802)  loss_giou_dn_2: 0.4620 (0.4502)  loss_giou_dn_3: 0.4551 (0.4421)  loss_giou_dn_4: 0.4529 (0.4400)  loss_giou_dn_5: 0.4529 (0.4402)  loss_vfl: 0.6644 (0.6785)  loss_vfl_aux_0: 0.7614 (0.7831)  loss_vfl_aux_1: 0.7094 (0.7339)  loss_vfl_aux_2: 0.6803 (0.7041)  loss_vfl_aux_3: 0.6732 (0.6897)  loss_vfl_aux_4: 0.6672 (0.6821)  loss_vfl_aux_5: 0.7300 (0.7657)  loss_vfl_dn_0: 0.4561 (0.4546)  loss_vfl_dn_1: 0.3862 (0.3898)  loss_vfl_dn_2: 0.3756 (0.3740)  loss_vfl_dn_3: 0.3714 (0.3666)  loss_vfl_dn_4: 0.3673 (0.3640)  loss_vfl_dn_5: 0.3664 (0.3632)  time: 0.4776  data: 0.0143  max mem: 5654
Epoch: [39]  [6900/7393]  eta: 0:04:00  lr: 0.000010  loss: 16.1128 (16.0030)  loss_bbox: 0.1467 (0.1548)  loss_bbox_aux_0: 0.1618 (0.1679)  loss_bbox_aux_1: 0.1558 (0.1601)  loss_bbox_aux_2: 0.1565 (0.1573)  loss_bbox_aux_3: 0.1503 (0.1552)  loss_bbox_aux_4: 0.1492 (0.1548)  loss_bbox_aux_5: 0.1931 (0.2051)  loss_bbox_dn_0: 0.2565 (0.2720)  loss_bbox_dn_1: 0.1935 (0.2015)  loss_bbox_dn_2: 0.1796 (0.1807)  loss_bbox_dn_3: 0.1746 (0.1745)  loss_bbox_dn_4: 0.1732 (0.1731)  loss_bbox_dn_5: 0.1731 (0.1731)  loss_giou: 0.4857 (0.4791)  loss_giou_aux_0: 0.5000 (0.5034)  loss_giou_aux_1: 0.4852 (0.4891)  loss_giou_aux_2: 0.4805 (0.4838)  loss_giou_aux_3: 0.4894 (0.4803)  loss_giou_aux_4: 0.4897 (0.4792)  loss_giou_aux_5: 0.5707 (0.5692)  loss_giou_dn_0: 0.5820 (0.5867)  loss_giou_dn_1: 0.4692 (0.4801)  loss_giou_dn_2: 0.4415 (0.4502)  loss_giou_dn_3: 0.4369 (0.4420)  loss_giou_dn_4: 0.4348 (0.4400)  loss_giou_dn_5: 0.4348 (0.4402)  loss_vfl: 0.6568 (0.6785)  loss_vfl_aux_0: 0.7606 (0.7831)  loss_vfl_aux_1: 0.7189 (0.7339)  loss_vfl_aux_2: 0.6965 (0.7041)  loss_vfl_aux_3: 0.6793 (0.6897)  loss_vfl_aux_4: 0.6740 (0.6821)  loss_vfl_aux_5: 0.7311 (0.7658)  loss_vfl_dn_0: 0.4619 (0.4546)  loss_vfl_dn_1: 0.3913 (0.3898)  loss_vfl_dn_2: 0.3759 (0.3740)  loss_vfl_dn_3: 0.3703 (0.3666)  loss_vfl_dn_4: 0.3675 (0.3640)  loss_vfl_dn_5: 0.3650 (0.3633)  time: 0.4776  data: 0.0135  max mem: 5654
Epoch: [39]  [7000/7393]  eta: 0:03:11  lr: 0.000010  loss: 15.4284 (16.0011)  loss_bbox: 0.1533 (0.1547)  loss_bbox_aux_0: 0.1577 (0.1678)  loss_bbox_aux_1: 0.1563 (0.1601)  loss_bbox_aux_2: 0.1547 (0.1573)  loss_bbox_aux_3: 0.1530 (0.1551)  loss_bbox_aux_4: 0.1523 (0.1547)  loss_bbox_aux_5: 0.1964 (0.2050)  loss_bbox_dn_0: 0.2831 (0.2719)  loss_bbox_dn_1: 0.2091 (0.2014)  loss_bbox_dn_2: 0.1899 (0.1806)  loss_bbox_dn_3: 0.1859 (0.1744)  loss_bbox_dn_4: 0.1835 (0.1731)  loss_bbox_dn_5: 0.1834 (0.1731)  loss_giou: 0.4527 (0.4791)  loss_giou_aux_0: 0.4724 (0.5033)  loss_giou_aux_1: 0.4685 (0.4890)  loss_giou_aux_2: 0.4434 (0.4838)  loss_giou_aux_3: 0.4602 (0.4803)  loss_giou_aux_4: 0.4523 (0.4791)  loss_giou_aux_5: 0.5461 (0.5692)  loss_giou_dn_0: 0.5555 (0.5866)  loss_giou_dn_1: 0.4500 (0.4801)  loss_giou_dn_2: 0.4180 (0.4502)  loss_giou_dn_3: 0.4107 (0.4420)  loss_giou_dn_4: 0.4072 (0.4400)  loss_giou_dn_5: 0.4073 (0.4402)  loss_vfl: 0.6487 (0.6785)  loss_vfl_aux_0: 0.7737 (0.7831)  loss_vfl_aux_1: 0.6996 (0.7338)  loss_vfl_aux_2: 0.6759 (0.7040)  loss_vfl_aux_3: 0.6747 (0.6896)  loss_vfl_aux_4: 0.6570 (0.6821)  loss_vfl_aux_5: 0.7211 (0.7657)  loss_vfl_dn_0: 0.4503 (0.4546)  loss_vfl_dn_1: 0.3912 (0.3898)  loss_vfl_dn_2: 0.3718 (0.3740)  loss_vfl_dn_3: 0.3607 (0.3666)  loss_vfl_dn_4: 0.3588 (0.3640)  loss_vfl_dn_5: 0.3579 (0.3633)  time: 0.4569  data: 0.0136  max mem: 5654
Epoch: [39]  [7100/7393]  eta: 0:02:22  lr: 0.000010  loss: 15.9648 (16.0036)  loss_bbox: 0.1499 (0.1547)  loss_bbox_aux_0: 0.1632 (0.1678)  loss_bbox_aux_1: 0.1599 (0.1601)  loss_bbox_aux_2: 0.1574 (0.1573)  loss_bbox_aux_3: 0.1518 (0.1551)  loss_bbox_aux_4: 0.1498 (0.1547)  loss_bbox_aux_5: 0.1938 (0.2050)  loss_bbox_dn_0: 0.2643 (0.2719)  loss_bbox_dn_1: 0.1964 (0.2014)  loss_bbox_dn_2: 0.1728 (0.1806)  loss_bbox_dn_3: 0.1720 (0.1744)  loss_bbox_dn_4: 0.1718 (0.1731)  loss_bbox_dn_5: 0.1718 (0.1731)  loss_giou: 0.4755 (0.4793)  loss_giou_aux_0: 0.4890 (0.5036)  loss_giou_aux_1: 0.4885 (0.4893)  loss_giou_aux_2: 0.4794 (0.4840)  loss_giou_aux_3: 0.4807 (0.4806)  loss_giou_aux_4: 0.4809 (0.4794)  loss_giou_aux_5: 0.5441 (0.5695)  loss_giou_dn_0: 0.5695 (0.5868)  loss_giou_dn_1: 0.4750 (0.4802)  loss_giou_dn_2: 0.4558 (0.4503)  loss_giou_dn_3: 0.4450 (0.4421)  loss_giou_dn_4: 0.4433 (0.4401)  loss_giou_dn_5: 0.4434 (0.4403)  loss_vfl: 0.6542 (0.6785)  loss_vfl_aux_0: 0.7378 (0.7830)  loss_vfl_aux_1: 0.7169 (0.7339)  loss_vfl_aux_2: 0.6807 (0.7040)  loss_vfl_aux_3: 0.6742 (0.6896)  loss_vfl_aux_4: 0.6617 (0.6820)  loss_vfl_aux_5: 0.7429 (0.7656)  loss_vfl_dn_0: 0.4547 (0.4546)  loss_vfl_dn_1: 0.3869 (0.3898)  loss_vfl_dn_2: 0.3700 (0.3740)  loss_vfl_dn_3: 0.3614 (0.3666)  loss_vfl_dn_4: 0.3591 (0.3640)  loss_vfl_dn_5: 0.3589 (0.3633)  time: 0.4656  data: 0.0134  max mem: 5654
Epoch: [39]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 15.5870 (16.0037)  loss_bbox: 0.1484 (0.1547)  loss_bbox_aux_0: 0.1582 (0.1677)  loss_bbox_aux_1: 0.1535 (0.1600)  loss_bbox_aux_2: 0.1469 (0.1573)  loss_bbox_aux_3: 0.1459 (0.1551)  loss_bbox_aux_4: 0.1484 (0.1547)  loss_bbox_aux_5: 0.1934 (0.2050)  loss_bbox_dn_0: 0.2365 (0.2718)  loss_bbox_dn_1: 0.1703 (0.2014)  loss_bbox_dn_2: 0.1532 (0.1805)  loss_bbox_dn_3: 0.1454 (0.1744)  loss_bbox_dn_4: 0.1451 (0.1730)  loss_bbox_dn_5: 0.1451 (0.1730)  loss_giou: 0.4723 (0.4794)  loss_giou_aux_0: 0.4844 (0.5036)  loss_giou_aux_1: 0.4717 (0.4893)  loss_giou_aux_2: 0.4731 (0.4841)  loss_giou_aux_3: 0.4689 (0.4806)  loss_giou_aux_4: 0.4702 (0.4795)  loss_giou_aux_5: 0.5569 (0.5695)  loss_giou_dn_0: 0.5708 (0.5868)  loss_giou_dn_1: 0.4530 (0.4803)  loss_giou_dn_2: 0.4278 (0.4504)  loss_giou_dn_3: 0.4248 (0.4422)  loss_giou_dn_4: 0.4239 (0.4402)  loss_giou_dn_5: 0.4243 (0.4404)  loss_vfl: 0.6388 (0.6784)  loss_vfl_aux_0: 0.7268 (0.7830)  loss_vfl_aux_1: 0.6980 (0.7339)  loss_vfl_aux_2: 0.6769 (0.7040)  loss_vfl_aux_3: 0.6546 (0.6895)  loss_vfl_aux_4: 0.6465 (0.6819)  loss_vfl_aux_5: 0.7070 (0.7655)  loss_vfl_dn_0: 0.4527 (0.4546)  loss_vfl_dn_1: 0.3818 (0.3898)  loss_vfl_dn_2: 0.3661 (0.3740)  loss_vfl_dn_3: 0.3589 (0.3666)  loss_vfl_dn_4: 0.3566 (0.3640)  loss_vfl_dn_5: 0.3568 (0.3633)  time: 0.4811  data: 0.0136  max mem: 5654
Epoch: [39]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.6813 (16.0041)  loss_bbox: 0.1595 (0.1547)  loss_bbox_aux_0: 0.1799 (0.1678)  loss_bbox_aux_1: 0.1659 (0.1600)  loss_bbox_aux_2: 0.1591 (0.1573)  loss_bbox_aux_3: 0.1627 (0.1551)  loss_bbox_aux_4: 0.1550 (0.1547)  loss_bbox_aux_5: 0.2231 (0.2050)  loss_bbox_dn_0: 0.2755 (0.2717)  loss_bbox_dn_1: 0.2100 (0.2013)  loss_bbox_dn_2: 0.1908 (0.1805)  loss_bbox_dn_3: 0.1893 (0.1743)  loss_bbox_dn_4: 0.1885 (0.1730)  loss_bbox_dn_5: 0.1886 (0.1730)  loss_giou: 0.4309 (0.4795)  loss_giou_aux_0: 0.4650 (0.5037)  loss_giou_aux_1: 0.4527 (0.4894)  loss_giou_aux_2: 0.4417 (0.4841)  loss_giou_aux_3: 0.4409 (0.4807)  loss_giou_aux_4: 0.4323 (0.4795)  loss_giou_aux_5: 0.5445 (0.5696)  loss_giou_dn_0: 0.5757 (0.5868)  loss_giou_dn_1: 0.4719 (0.4803)  loss_giou_dn_2: 0.4326 (0.4504)  loss_giou_dn_3: 0.4259 (0.4422)  loss_giou_dn_4: 0.4254 (0.4401)  loss_giou_dn_5: 0.4254 (0.4403)  loss_vfl: 0.6877 (0.6785)  loss_vfl_aux_0: 0.7718 (0.7830)  loss_vfl_aux_1: 0.7360 (0.7339)  loss_vfl_aux_2: 0.7051 (0.7041)  loss_vfl_aux_3: 0.6948 (0.6896)  loss_vfl_aux_4: 0.6868 (0.6821)  loss_vfl_aux_5: 0.7736 (0.7655)  loss_vfl_dn_0: 0.4502 (0.4546)  loss_vfl_dn_1: 0.3899 (0.3898)  loss_vfl_dn_2: 0.3735 (0.3740)  loss_vfl_dn_3: 0.3683 (0.3666)  loss_vfl_dn_4: 0.3649 (0.3640)  loss_vfl_dn_5: 0.3622 (0.3633)  time: 0.4768  data: 0.0134  max mem: 5654
Epoch: [39]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.5962 (16.0033)  loss_bbox: 0.1575 (0.1547)  loss_bbox_aux_0: 0.1752 (0.1677)  loss_bbox_aux_1: 0.1579 (0.1600)  loss_bbox_aux_2: 0.1583 (0.1573)  loss_bbox_aux_3: 0.1576 (0.1551)  loss_bbox_aux_4: 0.1575 (0.1547)  loss_bbox_aux_5: 0.2053 (0.2050)  loss_bbox_dn_0: 0.2668 (0.2717)  loss_bbox_dn_1: 0.1988 (0.2013)  loss_bbox_dn_2: 0.1779 (0.1805)  loss_bbox_dn_3: 0.1710 (0.1743)  loss_bbox_dn_4: 0.1689 (0.1730)  loss_bbox_dn_5: 0.1690 (0.1730)  loss_giou: 0.5166 (0.4794)  loss_giou_aux_0: 0.5419 (0.5036)  loss_giou_aux_1: 0.5271 (0.4893)  loss_giou_aux_2: 0.5143 (0.4841)  loss_giou_aux_3: 0.5189 (0.4806)  loss_giou_aux_4: 0.5159 (0.4795)  loss_giou_aux_5: 0.6080 (0.5695)  loss_giou_dn_0: 0.6039 (0.5868)  loss_giou_dn_1: 0.4951 (0.4802)  loss_giou_dn_2: 0.4639 (0.4503)  loss_giou_dn_3: 0.4577 (0.4421)  loss_giou_dn_4: 0.4545 (0.4401)  loss_giou_dn_5: 0.4546 (0.4403)  loss_vfl: 0.7051 (0.6786)  loss_vfl_aux_0: 0.7659 (0.7831)  loss_vfl_aux_1: 0.7464 (0.7340)  loss_vfl_aux_2: 0.7132 (0.7041)  loss_vfl_aux_3: 0.7087 (0.6896)  loss_vfl_aux_4: 0.6981 (0.6822)  loss_vfl_aux_5: 0.7554 (0.7655)  loss_vfl_dn_0: 0.4476 (0.4546)  loss_vfl_dn_1: 0.3925 (0.3898)  loss_vfl_dn_2: 0.3829 (0.3740)  loss_vfl_dn_3: 0.3739 (0.3666)  loss_vfl_dn_4: 0.3707 (0.3640)  loss_vfl_dn_5: 0.3696 (0.3633)  time: 0.4583  data: 0.0133  max mem: 5654
Epoch: [39] Total time: 0:59:53 (0.4861 s / it)
Averaged stats: lr: 0.000010  loss: 16.5962 (16.0033)  loss_bbox: 0.1575 (0.1547)  loss_bbox_aux_0: 0.1752 (0.1677)  loss_bbox_aux_1: 0.1579 (0.1600)  loss_bbox_aux_2: 0.1583 (0.1573)  loss_bbox_aux_3: 0.1576 (0.1551)  loss_bbox_aux_4: 0.1575 (0.1547)  loss_bbox_aux_5: 0.2053 (0.2050)  loss_bbox_dn_0: 0.2668 (0.2717)  loss_bbox_dn_1: 0.1988 (0.2013)  loss_bbox_dn_2: 0.1779 (0.1805)  loss_bbox_dn_3: 0.1710 (0.1743)  loss_bbox_dn_4: 0.1689 (0.1730)  loss_bbox_dn_5: 0.1690 (0.1730)  loss_giou: 0.5166 (0.4794)  loss_giou_aux_0: 0.5419 (0.5036)  loss_giou_aux_1: 0.5271 (0.4893)  loss_giou_aux_2: 0.5143 (0.4841)  loss_giou_aux_3: 0.5189 (0.4806)  loss_giou_aux_4: 0.5159 (0.4795)  loss_giou_aux_5: 0.6080 (0.5695)  loss_giou_dn_0: 0.6039 (0.5868)  loss_giou_dn_1: 0.4951 (0.4802)  loss_giou_dn_2: 0.4639 (0.4503)  loss_giou_dn_3: 0.4577 (0.4421)  loss_giou_dn_4: 0.4545 (0.4401)  loss_giou_dn_5: 0.4546 (0.4403)  loss_vfl: 0.7051 (0.6786)  loss_vfl_aux_0: 0.7659 (0.7831)  loss_vfl_aux_1: 0.7464 (0.7340)  loss_vfl_aux_2: 0.7132 (0.7041)  loss_vfl_aux_3: 0.7087 (0.6896)  loss_vfl_aux_4: 0.6981 (0.6822)  loss_vfl_aux_5: 0.7554 (0.7655)  loss_vfl_dn_0: 0.4476 (0.4546)  loss_vfl_dn_1: 0.3925 (0.3898)  loss_vfl_dn_2: 0.3829 (0.3740)  loss_vfl_dn_3: 0.3739 (0.3666)  loss_vfl_dn_4: 0.3707 (0.3640)  loss_vfl_dn_5: 0.3696 (0.3633)
Test:  [  0/157]  eta: 0:04:14    time: 1.6192  data: 1.2147  max mem: 5654
Test:  [ 10/157]  eta: 0:01:13    time: 0.5006  data: 0.1330  max mem: 5654
Test:  [ 20/157]  eta: 0:01:00    time: 0.3849  data: 0.0249  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3846  data: 0.0253  max mem: 5654
Test:  [ 40/157]  eta: 0:00:48    time: 0.3920  data: 0.0257  max mem: 5654
Test:  [ 50/157]  eta: 0:00:44    time: 0.3932  data: 0.0253  max mem: 5654
Test:  [ 60/157]  eta: 0:00:39    time: 0.3926  data: 0.0251  max mem: 5654
Test:  [ 70/157]  eta: 0:00:35    time: 0.3866  data: 0.0259  max mem: 5654
Test:  [ 80/157]  eta: 0:00:31    time: 0.3875  data: 0.0257  max mem: 5654
Test:  [ 90/157]  eta: 0:00:27    time: 0.3972  data: 0.0257  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.6920  data: 0.0258  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.6885  data: 0.0250  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3858  data: 0.0253  max mem: 5654
Test:  [130/157]  eta: 0:00:11    time: 0.3840  data: 0.0252  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3797  data: 0.0246  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3701  data: 0.0248  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3606  data: 0.0242  max mem: 5654
Test: Total time: 0:01:08 (0.4347 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.46s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.523
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.703
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.567
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.346
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.566
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.699
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.389
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.651
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.718
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.537
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.767
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.884
best_stat:  {'epoch': 38, 'coco_eval_bbox': 0.5229690567823487}
Epoch: [40]  [   0/7393]  eta: 16:15:45  lr: 0.000010  loss: 12.3914 (12.3914)  loss_bbox: 0.1355 (0.1355)  loss_bbox_aux_0: 0.1443 (0.1443)  loss_bbox_aux_1: 0.1223 (0.1223)  loss_bbox_aux_2: 0.1231 (0.1231)  loss_bbox_aux_3: 0.1261 (0.1261)  loss_bbox_aux_4: 0.1355 (0.1355)  loss_bbox_aux_5: 0.1779 (0.1779)  loss_bbox_dn_0: 0.2868 (0.2868)  loss_bbox_dn_1: 0.1981 (0.1981)  loss_bbox_dn_2: 0.1741 (0.1741)  loss_bbox_dn_3: 0.1645 (0.1645)  loss_bbox_dn_4: 0.1628 (0.1628)  loss_bbox_dn_5: 0.1627 (0.1627)  loss_giou: 0.2366 (0.2366)  loss_giou_aux_0: 0.2475 (0.2475)  loss_giou_aux_1: 0.2301 (0.2301)  loss_giou_aux_2: 0.2266 (0.2266)  loss_giou_aux_3: 0.2308 (0.2308)  loss_giou_aux_4: 0.2365 (0.2365)  loss_giou_aux_5: 0.3014 (0.3014)  loss_giou_dn_0: 0.3869 (0.3869)  loss_giou_dn_1: 0.2787 (0.2787)  loss_giou_dn_2: 0.2579 (0.2579)  loss_giou_dn_3: 0.2523 (0.2523)  loss_giou_dn_4: 0.2490 (0.2490)  loss_giou_dn_5: 0.2491 (0.2491)  loss_vfl: 0.6016 (0.6016)  loss_vfl_aux_0: 0.8014 (0.8014)  loss_vfl_aux_1: 0.7326 (0.7326)  loss_vfl_aux_2: 0.6470 (0.6470)  loss_vfl_aux_3: 0.6396 (0.6396)  loss_vfl_aux_4: 0.5935 (0.5935)  loss_vfl_aux_5: 0.8551 (0.8551)  loss_vfl_dn_0: 0.4449 (0.4449)  loss_vfl_dn_1: 0.3443 (0.3443)  loss_vfl_dn_2: 0.3170 (0.3170)  loss_vfl_dn_3: 0.3083 (0.3083)  loss_vfl_dn_4: 0.3048 (0.3048)  loss_vfl_dn_5: 0.3043 (0.3043)  time: 7.9190  data: 2.8046  max mem: 5654
Epoch: [40]  [ 100/7393]  eta: 1:06:32  lr: 0.000010  loss: 15.9560 (15.7876)  loss_bbox: 0.1522 (0.1513)  loss_bbox_aux_0: 0.1624 (0.1641)  loss_bbox_aux_1: 0.1521 (0.1556)  loss_bbox_aux_2: 0.1529 (0.1536)  loss_bbox_aux_3: 0.1541 (0.1526)  loss_bbox_aux_4: 0.1537 (0.1520)  loss_bbox_aux_5: 0.2152 (0.2020)  loss_bbox_dn_0: 0.2911 (0.2686)  loss_bbox_dn_1: 0.2086 (0.1970)  loss_bbox_dn_2: 0.1810 (0.1754)  loss_bbox_dn_3: 0.1716 (0.1686)  loss_bbox_dn_4: 0.1717 (0.1671)  loss_bbox_dn_5: 0.1717 (0.1671)  loss_giou: 0.4629 (0.4654)  loss_giou_aux_0: 0.4782 (0.4870)  loss_giou_aux_1: 0.4601 (0.4732)  loss_giou_aux_2: 0.4576 (0.4693)  loss_giou_aux_3: 0.4657 (0.4670)  loss_giou_aux_4: 0.4620 (0.4661)  loss_giou_aux_5: 0.5702 (0.5563)  loss_giou_dn_0: 0.5754 (0.5832)  loss_giou_dn_1: 0.4660 (0.4755)  loss_giou_dn_2: 0.4315 (0.4449)  loss_giou_dn_3: 0.4190 (0.4358)  loss_giou_dn_4: 0.4155 (0.4337)  loss_giou_dn_5: 0.4162 (0.4339)  loss_vfl: 0.6936 (0.6751)  loss_vfl_aux_0: 0.7506 (0.7815)  loss_vfl_aux_1: 0.7239 (0.7341)  loss_vfl_aux_2: 0.7003 (0.7031)  loss_vfl_aux_3: 0.6915 (0.6847)  loss_vfl_aux_4: 0.6877 (0.6783)  loss_vfl_aux_5: 0.7431 (0.7658)  loss_vfl_dn_0: 0.4563 (0.4534)  loss_vfl_dn_1: 0.3932 (0.3872)  loss_vfl_dn_2: 0.3807 (0.3714)  loss_vfl_dn_3: 0.3715 (0.3641)  loss_vfl_dn_4: 0.3696 (0.3617)  loss_vfl_dn_5: 0.3665 (0.3606)  time: 0.4698  data: 0.0137  max mem: 5654
Epoch: [40]  [ 200/7393]  eta: 1:01:36  lr: 0.000010  loss: 15.5355 (15.7722)  loss_bbox: 0.1562 (0.1530)  loss_bbox_aux_0: 0.1701 (0.1645)  loss_bbox_aux_1: 0.1635 (0.1580)  loss_bbox_aux_2: 0.1562 (0.1557)  loss_bbox_aux_3: 0.1552 (0.1539)  loss_bbox_aux_4: 0.1542 (0.1531)  loss_bbox_aux_5: 0.2173 (0.2040)  loss_bbox_dn_0: 0.2783 (0.2729)  loss_bbox_dn_1: 0.1930 (0.2004)  loss_bbox_dn_2: 0.1708 (0.1790)  loss_bbox_dn_3: 0.1597 (0.1721)  loss_bbox_dn_4: 0.1576 (0.1706)  loss_bbox_dn_5: 0.1577 (0.1706)  loss_giou: 0.4427 (0.4635)  loss_giou_aux_0: 0.4616 (0.4847)  loss_giou_aux_1: 0.4452 (0.4723)  loss_giou_aux_2: 0.4466 (0.4686)  loss_giou_aux_3: 0.4482 (0.4646)  loss_giou_aux_4: 0.4388 (0.4638)  loss_giou_aux_5: 0.5346 (0.5541)  loss_giou_dn_0: 0.5526 (0.5777)  loss_giou_dn_1: 0.4446 (0.4704)  loss_giou_dn_2: 0.4197 (0.4402)  loss_giou_dn_3: 0.4087 (0.4313)  loss_giou_dn_4: 0.4070 (0.4291)  loss_giou_dn_5: 0.4074 (0.4293)  loss_vfl: 0.6604 (0.6731)  loss_vfl_aux_0: 0.8064 (0.7881)  loss_vfl_aux_1: 0.7361 (0.7322)  loss_vfl_aux_2: 0.7016 (0.7001)  loss_vfl_aux_3: 0.6783 (0.6840)  loss_vfl_aux_4: 0.6755 (0.6778)  loss_vfl_aux_5: 0.7752 (0.7697)  loss_vfl_dn_0: 0.4537 (0.4528)  loss_vfl_dn_1: 0.3835 (0.3860)  loss_vfl_dn_2: 0.3668 (0.3701)  loss_vfl_dn_3: 0.3600 (0.3622)  loss_vfl_dn_4: 0.3599 (0.3599)  loss_vfl_dn_5: 0.3598 (0.3588)  time: 0.4768  data: 0.0136  max mem: 5654
Epoch: [40]  [ 300/7393]  eta: 0:59:12  lr: 0.000010  loss: 16.0800 (15.8731)  loss_bbox: 0.1535 (0.1547)  loss_bbox_aux_0: 0.1736 (0.1661)  loss_bbox_aux_1: 0.1561 (0.1590)  loss_bbox_aux_2: 0.1524 (0.1564)  loss_bbox_aux_3: 0.1494 (0.1558)  loss_bbox_aux_4: 0.1454 (0.1544)  loss_bbox_aux_5: 0.2013 (0.2041)  loss_bbox_dn_0: 0.2573 (0.2694)  loss_bbox_dn_1: 0.1899 (0.1991)  loss_bbox_dn_2: 0.1704 (0.1782)  loss_bbox_dn_3: 0.1648 (0.1720)  loss_bbox_dn_4: 0.1617 (0.1706)  loss_bbox_dn_5: 0.1618 (0.1706)  loss_giou: 0.4421 (0.4741)  loss_giou_aux_0: 0.4757 (0.4964)  loss_giou_aux_1: 0.4460 (0.4822)  loss_giou_aux_2: 0.4460 (0.4781)  loss_giou_aux_3: 0.4281 (0.4753)  loss_giou_aux_4: 0.4284 (0.4739)  loss_giou_aux_5: 0.5487 (0.5640)  loss_giou_dn_0: 0.5693 (0.5813)  loss_giou_dn_1: 0.4637 (0.4747)  loss_giou_dn_2: 0.4255 (0.4448)  loss_giou_dn_3: 0.4186 (0.4362)  loss_giou_dn_4: 0.4166 (0.4341)  loss_giou_dn_5: 0.4166 (0.4343)  loss_vfl: 0.6539 (0.6719)  loss_vfl_aux_0: 0.7504 (0.7834)  loss_vfl_aux_1: 0.7174 (0.7317)  loss_vfl_aux_2: 0.6691 (0.7004)  loss_vfl_aux_3: 0.6730 (0.6832)  loss_vfl_aux_4: 0.6596 (0.6764)  loss_vfl_aux_5: 0.7534 (0.7651)  loss_vfl_dn_0: 0.4540 (0.4535)  loss_vfl_dn_1: 0.3942 (0.3879)  loss_vfl_dn_2: 0.3804 (0.3721)  loss_vfl_dn_3: 0.3750 (0.3644)  loss_vfl_dn_4: 0.3695 (0.3621)  loss_vfl_dn_5: 0.3701 (0.3612)  time: 0.4667  data: 0.0143  max mem: 5654
Epoch: [40]  [ 400/7393]  eta: 0:57:41  lr: 0.000010  loss: 15.9345 (15.8179)  loss_bbox: 0.1486 (0.1529)  loss_bbox_aux_0: 0.1603 (0.1644)  loss_bbox_aux_1: 0.1562 (0.1575)  loss_bbox_aux_2: 0.1538 (0.1548)  loss_bbox_aux_3: 0.1445 (0.1536)  loss_bbox_aux_4: 0.1541 (0.1526)  loss_bbox_aux_5: 0.2124 (0.2026)  loss_bbox_dn_0: 0.2594 (0.2681)  loss_bbox_dn_1: 0.1964 (0.1979)  loss_bbox_dn_2: 0.1774 (0.1771)  loss_bbox_dn_3: 0.1734 (0.1709)  loss_bbox_dn_4: 0.1718 (0.1695)  loss_bbox_dn_5: 0.1718 (0.1695)  loss_giou: 0.4751 (0.4718)  loss_giou_aux_0: 0.5042 (0.4936)  loss_giou_aux_1: 0.4891 (0.4794)  loss_giou_aux_2: 0.4892 (0.4752)  loss_giou_aux_3: 0.4606 (0.4721)  loss_giou_aux_4: 0.4660 (0.4713)  loss_giou_aux_5: 0.5506 (0.5609)  loss_giou_dn_0: 0.5738 (0.5790)  loss_giou_dn_1: 0.4529 (0.4722)  loss_giou_dn_2: 0.4261 (0.4423)  loss_giou_dn_3: 0.4151 (0.4339)  loss_giou_dn_4: 0.4146 (0.4318)  loss_giou_dn_5: 0.4159 (0.4320)  loss_vfl: 0.6656 (0.6720)  loss_vfl_aux_0: 0.7508 (0.7828)  loss_vfl_aux_1: 0.6985 (0.7315)  loss_vfl_aux_2: 0.6723 (0.7007)  loss_vfl_aux_3: 0.6960 (0.6844)  loss_vfl_aux_4: 0.6777 (0.6769)  loss_vfl_aux_5: 0.7387 (0.7658)  loss_vfl_dn_0: 0.4527 (0.4532)  loss_vfl_dn_1: 0.3863 (0.3872)  loss_vfl_dn_2: 0.3650 (0.3713)  loss_vfl_dn_3: 0.3603 (0.3636)  loss_vfl_dn_4: 0.3568 (0.3611)  loss_vfl_dn_5: 0.3577 (0.3603)  time: 0.4763  data: 0.0137  max mem: 5654
Epoch: [40]  [ 500/7393]  eta: 0:56:18  lr: 0.000010  loss: 16.8447 (15.8849)  loss_bbox: 0.1511 (0.1533)  loss_bbox_aux_0: 0.1579 (0.1638)  loss_bbox_aux_1: 0.1472 (0.1570)  loss_bbox_aux_2: 0.1516 (0.1548)  loss_bbox_aux_3: 0.1441 (0.1538)  loss_bbox_aux_4: 0.1509 (0.1531)  loss_bbox_aux_5: 0.2076 (0.2020)  loss_bbox_dn_0: 0.2818 (0.2663)  loss_bbox_dn_1: 0.2054 (0.1966)  loss_bbox_dn_2: 0.1822 (0.1759)  loss_bbox_dn_3: 0.1749 (0.1698)  loss_bbox_dn_4: 0.1750 (0.1685)  loss_bbox_dn_5: 0.1750 (0.1685)  loss_giou: 0.4825 (0.4780)  loss_giou_aux_0: 0.4798 (0.5001)  loss_giou_aux_1: 0.4773 (0.4858)  loss_giou_aux_2: 0.4874 (0.4813)  loss_giou_aux_3: 0.4761 (0.4783)  loss_giou_aux_4: 0.4825 (0.4777)  loss_giou_aux_5: 0.5753 (0.5669)  loss_giou_dn_0: 0.5986 (0.5829)  loss_giou_dn_1: 0.4933 (0.4765)  loss_giou_dn_2: 0.4551 (0.4466)  loss_giou_dn_3: 0.4512 (0.4382)  loss_giou_dn_4: 0.4516 (0.4362)  loss_giou_dn_5: 0.4514 (0.4364)  loss_vfl: 0.7055 (0.6724)  loss_vfl_aux_0: 0.8387 (0.7832)  loss_vfl_aux_1: 0.7604 (0.7313)  loss_vfl_aux_2: 0.7272 (0.7008)  loss_vfl_aux_3: 0.7276 (0.6848)  loss_vfl_aux_4: 0.7068 (0.6772)  loss_vfl_aux_5: 0.7843 (0.7647)  loss_vfl_dn_0: 0.4565 (0.4534)  loss_vfl_dn_1: 0.4034 (0.3881)  loss_vfl_dn_2: 0.3880 (0.3723)  loss_vfl_dn_3: 0.3787 (0.3646)  loss_vfl_dn_4: 0.3793 (0.3622)  loss_vfl_dn_5: 0.3766 (0.3614)  time: 0.4769  data: 0.0136  max mem: 5654
Epoch: [40]  [ 600/7393]  eta: 0:55:08  lr: 0.000010  loss: 16.1640 (15.9124)  loss_bbox: 0.1568 (0.1535)  loss_bbox_aux_0: 0.1733 (0.1641)  loss_bbox_aux_1: 0.1639 (0.1568)  loss_bbox_aux_2: 0.1620 (0.1546)  loss_bbox_aux_3: 0.1573 (0.1538)  loss_bbox_aux_4: 0.1622 (0.1533)  loss_bbox_aux_5: 0.2108 (0.2023)  loss_bbox_dn_0: 0.2579 (0.2668)  loss_bbox_dn_1: 0.2036 (0.1972)  loss_bbox_dn_2: 0.1910 (0.1768)  loss_bbox_dn_3: 0.1792 (0.1707)  loss_bbox_dn_4: 0.1757 (0.1694)  loss_bbox_dn_5: 0.1756 (0.1694)  loss_giou: 0.4286 (0.4789)  loss_giou_aux_0: 0.4700 (0.5014)  loss_giou_aux_1: 0.4445 (0.4867)  loss_giou_aux_2: 0.4403 (0.4822)  loss_giou_aux_3: 0.4448 (0.4792)  loss_giou_aux_4: 0.4299 (0.4786)  loss_giou_aux_5: 0.5435 (0.5681)  loss_giou_dn_0: 0.5628 (0.5847)  loss_giou_dn_1: 0.4576 (0.4782)  loss_giou_dn_2: 0.4290 (0.4482)  loss_giou_dn_3: 0.4228 (0.4399)  loss_giou_dn_4: 0.4229 (0.4379)  loss_giou_dn_5: 0.4229 (0.4381)  loss_vfl: 0.7083 (0.6728)  loss_vfl_aux_0: 0.7785 (0.7829)  loss_vfl_aux_1: 0.7535 (0.7324)  loss_vfl_aux_2: 0.7427 (0.7016)  loss_vfl_aux_3: 0.7130 (0.6854)  loss_vfl_aux_4: 0.7056 (0.6776)  loss_vfl_aux_5: 0.7718 (0.7650)  loss_vfl_dn_0: 0.4571 (0.4533)  loss_vfl_dn_1: 0.3918 (0.3883)  loss_vfl_dn_2: 0.3765 (0.3726)  loss_vfl_dn_3: 0.3690 (0.3651)  loss_vfl_dn_4: 0.3666 (0.3627)  loss_vfl_dn_5: 0.3662 (0.3619)  time: 0.4787  data: 0.0131  max mem: 5654
Epoch: [40]  [ 700/7393]  eta: 0:54:07  lr: 0.000010  loss: 15.8394 (15.9273)  loss_bbox: 0.1653 (0.1542)  loss_bbox_aux_0: 0.1668 (0.1648)  loss_bbox_aux_1: 0.1777 (0.1576)  loss_bbox_aux_2: 0.1718 (0.1553)  loss_bbox_aux_3: 0.1702 (0.1545)  loss_bbox_aux_4: 0.1671 (0.1540)  loss_bbox_aux_5: 0.2124 (0.2033)  loss_bbox_dn_0: 0.2834 (0.2681)  loss_bbox_dn_1: 0.2094 (0.1981)  loss_bbox_dn_2: 0.1837 (0.1775)  loss_bbox_dn_3: 0.1778 (0.1713)  loss_bbox_dn_4: 0.1771 (0.1700)  loss_bbox_dn_5: 0.1772 (0.1700)  loss_giou: 0.4286 (0.4783)  loss_giou_aux_0: 0.4748 (0.5010)  loss_giou_aux_1: 0.4604 (0.4865)  loss_giou_aux_2: 0.4348 (0.4815)  loss_giou_aux_3: 0.4301 (0.4789)  loss_giou_aux_4: 0.4284 (0.4782)  loss_giou_aux_5: 0.5186 (0.5679)  loss_giou_dn_0: 0.5679 (0.5843)  loss_giou_dn_1: 0.4591 (0.4777)  loss_giou_dn_2: 0.4230 (0.4475)  loss_giou_dn_3: 0.4099 (0.4392)  loss_giou_dn_4: 0.4075 (0.4372)  loss_giou_dn_5: 0.4074 (0.4374)  loss_vfl: 0.6853 (0.6743)  loss_vfl_aux_0: 0.8126 (0.7847)  loss_vfl_aux_1: 0.7568 (0.7332)  loss_vfl_aux_2: 0.7270 (0.7034)  loss_vfl_aux_3: 0.7005 (0.6867)  loss_vfl_aux_4: 0.6961 (0.6789)  loss_vfl_aux_5: 0.8034 (0.7668)  loss_vfl_dn_0: 0.4582 (0.4537)  loss_vfl_dn_1: 0.3869 (0.3886)  loss_vfl_dn_2: 0.3683 (0.3728)  loss_vfl_dn_3: 0.3578 (0.3652)  loss_vfl_dn_4: 0.3555 (0.3628)  loss_vfl_dn_5: 0.3537 (0.3620)  time: 0.4711  data: 0.0131  max mem: 5654
Epoch: [40]  [ 800/7393]  eta: 0:53:05  lr: 0.000010  loss: 16.2319 (15.9310)  loss_bbox: 0.1499 (0.1545)  loss_bbox_aux_0: 0.1600 (0.1653)  loss_bbox_aux_1: 0.1528 (0.1582)  loss_bbox_aux_2: 0.1532 (0.1556)  loss_bbox_aux_3: 0.1496 (0.1548)  loss_bbox_aux_4: 0.1494 (0.1543)  loss_bbox_aux_5: 0.2084 (0.2035)  loss_bbox_dn_0: 0.2741 (0.2686)  loss_bbox_dn_1: 0.1892 (0.1985)  loss_bbox_dn_2: 0.1667 (0.1778)  loss_bbox_dn_3: 0.1599 (0.1717)  loss_bbox_dn_4: 0.1595 (0.1704)  loss_bbox_dn_5: 0.1592 (0.1704)  loss_giou: 0.5061 (0.4783)  loss_giou_aux_0: 0.5214 (0.5006)  loss_giou_aux_1: 0.5119 (0.4864)  loss_giou_aux_2: 0.5179 (0.4816)  loss_giou_aux_3: 0.5054 (0.4789)  loss_giou_aux_4: 0.5044 (0.4782)  loss_giou_aux_5: 0.5974 (0.5677)  loss_giou_dn_0: 0.5948 (0.5844)  loss_giou_dn_1: 0.4888 (0.4777)  loss_giou_dn_2: 0.4579 (0.4475)  loss_giou_dn_3: 0.4538 (0.4392)  loss_giou_dn_4: 0.4533 (0.4372)  loss_giou_dn_5: 0.4533 (0.4373)  loss_vfl: 0.6574 (0.6745)  loss_vfl_aux_0: 0.7462 (0.7841)  loss_vfl_aux_1: 0.7051 (0.7326)  loss_vfl_aux_2: 0.6757 (0.7031)  loss_vfl_aux_3: 0.6716 (0.6865)  loss_vfl_aux_4: 0.6565 (0.6790)  loss_vfl_aux_5: 0.7226 (0.7659)  loss_vfl_dn_0: 0.4494 (0.4541)  loss_vfl_dn_1: 0.3902 (0.3888)  loss_vfl_dn_2: 0.3779 (0.3731)  loss_vfl_dn_3: 0.3704 (0.3655)  loss_vfl_dn_4: 0.3694 (0.3630)  loss_vfl_dn_5: 0.3688 (0.3623)  time: 0.4654  data: 0.0136  max mem: 5654
Epoch: [40]  [ 900/7393]  eta: 0:52:12  lr: 0.000010  loss: 15.6889 (15.9366)  loss_bbox: 0.1587 (0.1543)  loss_bbox_aux_0: 0.1706 (0.1655)  loss_bbox_aux_1: 0.1567 (0.1583)  loss_bbox_aux_2: 0.1668 (0.1557)  loss_bbox_aux_3: 0.1604 (0.1548)  loss_bbox_aux_4: 0.1594 (0.1541)  loss_bbox_aux_5: 0.1907 (0.2034)  loss_bbox_dn_0: 0.2709 (0.2690)  loss_bbox_dn_1: 0.1905 (0.1990)  loss_bbox_dn_2: 0.1648 (0.1784)  loss_bbox_dn_3: 0.1631 (0.1723)  loss_bbox_dn_4: 0.1623 (0.1710)  loss_bbox_dn_5: 0.1624 (0.1710)  loss_giou: 0.4230 (0.4782)  loss_giou_aux_0: 0.4493 (0.5005)  loss_giou_aux_1: 0.4400 (0.4866)  loss_giou_aux_2: 0.4287 (0.4817)  loss_giou_aux_3: 0.4253 (0.4789)  loss_giou_aux_4: 0.4222 (0.4780)  loss_giou_aux_5: 0.5186 (0.5672)  loss_giou_dn_0: 0.5534 (0.5842)  loss_giou_dn_1: 0.4395 (0.4778)  loss_giou_dn_2: 0.4206 (0.4477)  loss_giou_dn_3: 0.4129 (0.4394)  loss_giou_dn_4: 0.4098 (0.4374)  loss_giou_dn_5: 0.4100 (0.4376)  loss_vfl: 0.6546 (0.6746)  loss_vfl_aux_0: 0.7519 (0.7846)  loss_vfl_aux_1: 0.7110 (0.7326)  loss_vfl_aux_2: 0.6754 (0.7029)  loss_vfl_aux_3: 0.6482 (0.6863)  loss_vfl_aux_4: 0.6521 (0.6793)  loss_vfl_aux_5: 0.7495 (0.7669)  loss_vfl_dn_0: 0.4535 (0.4542)  loss_vfl_dn_1: 0.3835 (0.3889)  loss_vfl_dn_2: 0.3687 (0.3732)  loss_vfl_dn_3: 0.3600 (0.3656)  loss_vfl_dn_4: 0.3577 (0.3631)  loss_vfl_dn_5: 0.3559 (0.3623)  time: 0.4683  data: 0.0133  max mem: 5654
Epoch: [40]  [1000/7393]  eta: 0:51:15  lr: 0.000010  loss: 15.8833 (15.9321)  loss_bbox: 0.1545 (0.1541)  loss_bbox_aux_0: 0.1730 (0.1652)  loss_bbox_aux_1: 0.1531 (0.1581)  loss_bbox_aux_2: 0.1619 (0.1555)  loss_bbox_aux_3: 0.1636 (0.1546)  loss_bbox_aux_4: 0.1636 (0.1539)  loss_bbox_aux_5: 0.1904 (0.2027)  loss_bbox_dn_0: 0.2580 (0.2684)  loss_bbox_dn_1: 0.2078 (0.1985)  loss_bbox_dn_2: 0.1916 (0.1780)  loss_bbox_dn_3: 0.1874 (0.1719)  loss_bbox_dn_4: 0.1844 (0.1706)  loss_bbox_dn_5: 0.1843 (0.1706)  loss_giou: 0.4529 (0.4789)  loss_giou_aux_0: 0.4848 (0.5010)  loss_giou_aux_1: 0.4577 (0.4872)  loss_giou_aux_2: 0.4623 (0.4822)  loss_giou_aux_3: 0.4531 (0.4797)  loss_giou_aux_4: 0.4422 (0.4787)  loss_giou_aux_5: 0.5154 (0.5673)  loss_giou_dn_0: 0.5773 (0.5846)  loss_giou_dn_1: 0.4774 (0.4782)  loss_giou_dn_2: 0.4490 (0.4483)  loss_giou_dn_3: 0.4412 (0.4400)  loss_giou_dn_4: 0.4404 (0.4380)  loss_giou_dn_5: 0.4403 (0.4382)  loss_vfl: 0.6840 (0.6739)  loss_vfl_aux_0: 0.7790 (0.7833)  loss_vfl_aux_1: 0.7311 (0.7316)  loss_vfl_aux_2: 0.7045 (0.7023)  loss_vfl_aux_3: 0.6917 (0.6853)  loss_vfl_aux_4: 0.6854 (0.6786)  loss_vfl_aux_5: 0.7485 (0.7660)  loss_vfl_dn_0: 0.4522 (0.4541)  loss_vfl_dn_1: 0.3893 (0.3888)  loss_vfl_dn_2: 0.3733 (0.3731)  loss_vfl_dn_3: 0.3658 (0.3656)  loss_vfl_dn_4: 0.3656 (0.3631)  loss_vfl_dn_5: 0.3651 (0.3624)  time: 0.4873  data: 0.0133  max mem: 5654
Epoch: [40]  [1100/7393]  eta: 0:50:59  lr: 0.000010  loss: 15.9252 (15.9096)  loss_bbox: 0.1418 (0.1531)  loss_bbox_aux_0: 0.1455 (0.1645)  loss_bbox_aux_1: 0.1404 (0.1572)  loss_bbox_aux_2: 0.1341 (0.1546)  loss_bbox_aux_3: 0.1364 (0.1536)  loss_bbox_aux_4: 0.1423 (0.1528)  loss_bbox_aux_5: 0.1811 (0.2019)  loss_bbox_dn_0: 0.2338 (0.2668)  loss_bbox_dn_1: 0.1747 (0.1972)  loss_bbox_dn_2: 0.1502 (0.1768)  loss_bbox_dn_3: 0.1441 (0.1707)  loss_bbox_dn_4: 0.1436 (0.1694)  loss_bbox_dn_5: 0.1438 (0.1694)  loss_giou: 0.4241 (0.4788)  loss_giou_aux_0: 0.5039 (0.5011)  loss_giou_aux_1: 0.4379 (0.4871)  loss_giou_aux_2: 0.4395 (0.4821)  loss_giou_aux_3: 0.4340 (0.4796)  loss_giou_aux_4: 0.4275 (0.4785)  loss_giou_aux_5: 0.5608 (0.5675)  loss_giou_dn_0: 0.5957 (0.5843)  loss_giou_dn_1: 0.4893 (0.4780)  loss_giou_dn_2: 0.4644 (0.4480)  loss_giou_dn_3: 0.4534 (0.4397)  loss_giou_dn_4: 0.4505 (0.4377)  loss_giou_dn_5: 0.4505 (0.4379)  loss_vfl: 0.6508 (0.6730)  loss_vfl_aux_0: 0.7680 (0.7823)  loss_vfl_aux_1: 0.7323 (0.7305)  loss_vfl_aux_2: 0.7073 (0.7017)  loss_vfl_aux_3: 0.6686 (0.6844)  loss_vfl_aux_4: 0.6591 (0.6777)  loss_vfl_aux_5: 0.7447 (0.7651)  loss_vfl_dn_0: 0.4475 (0.4540)  loss_vfl_dn_1: 0.3933 (0.3887)  loss_vfl_dn_2: 0.3816 (0.3730)  loss_vfl_dn_3: 0.3751 (0.3656)  loss_vfl_dn_4: 0.3704 (0.3630)  loss_vfl_dn_5: 0.3723 (0.3623)  time: 0.7943  data: 0.0136  max mem: 5654
Epoch: [40]  [1200/7393]  eta: 0:50:06  lr: 0.000010  loss: 15.6727 (15.9239)  loss_bbox: 0.1512 (0.1536)  loss_bbox_aux_0: 0.1660 (0.1650)  loss_bbox_aux_1: 0.1555 (0.1576)  loss_bbox_aux_2: 0.1504 (0.1552)  loss_bbox_aux_3: 0.1471 (0.1542)  loss_bbox_aux_4: 0.1494 (0.1534)  loss_bbox_aux_5: 0.2079 (0.2026)  loss_bbox_dn_0: 0.2401 (0.2679)  loss_bbox_dn_1: 0.1813 (0.1981)  loss_bbox_dn_2: 0.1621 (0.1777)  loss_bbox_dn_3: 0.1591 (0.1716)  loss_bbox_dn_4: 0.1560 (0.1702)  loss_bbox_dn_5: 0.1560 (0.1702)  loss_giou: 0.4422 (0.4786)  loss_giou_aux_0: 0.4819 (0.5009)  loss_giou_aux_1: 0.4568 (0.4867)  loss_giou_aux_2: 0.4477 (0.4819)  loss_giou_aux_3: 0.4543 (0.4794)  loss_giou_aux_4: 0.4428 (0.4783)  loss_giou_aux_5: 0.5542 (0.5674)  loss_giou_dn_0: 0.5799 (0.5844)  loss_giou_dn_1: 0.4857 (0.4780)  loss_giou_dn_2: 0.4547 (0.4480)  loss_giou_dn_3: 0.4470 (0.4397)  loss_giou_dn_4: 0.4451 (0.4377)  loss_giou_dn_5: 0.4453 (0.4379)  loss_vfl: 0.6638 (0.6739)  loss_vfl_aux_0: 0.7786 (0.7830)  loss_vfl_aux_1: 0.7483 (0.7317)  loss_vfl_aux_2: 0.6985 (0.7026)  loss_vfl_aux_3: 0.6602 (0.6854)  loss_vfl_aux_4: 0.6664 (0.6785)  loss_vfl_aux_5: 0.7502 (0.7655)  loss_vfl_dn_0: 0.4479 (0.4541)  loss_vfl_dn_1: 0.3803 (0.3888)  loss_vfl_dn_2: 0.3638 (0.3730)  loss_vfl_dn_3: 0.3562 (0.3656)  loss_vfl_dn_4: 0.3561 (0.3630)  loss_vfl_dn_5: 0.3560 (0.3623)  time: 0.5055  data: 0.0134  max mem: 5654
Epoch: [40]  [1300/7393]  eta: 0:49:09  lr: 0.000010  loss: 16.3941 (15.9229)  loss_bbox: 0.1601 (0.1538)  loss_bbox_aux_0: 0.1669 (0.1653)  loss_bbox_aux_1: 0.1634 (0.1578)  loss_bbox_aux_2: 0.1630 (0.1555)  loss_bbox_aux_3: 0.1612 (0.1543)  loss_bbox_aux_4: 0.1601 (0.1536)  loss_bbox_aux_5: 0.2032 (0.2028)  loss_bbox_dn_0: 0.2558 (0.2681)  loss_bbox_dn_1: 0.1929 (0.1984)  loss_bbox_dn_2: 0.1711 (0.1780)  loss_bbox_dn_3: 0.1628 (0.1719)  loss_bbox_dn_4: 0.1629 (0.1705)  loss_bbox_dn_5: 0.1631 (0.1705)  loss_giou: 0.4759 (0.4774)  loss_giou_aux_0: 0.5216 (0.4998)  loss_giou_aux_1: 0.4936 (0.4856)  loss_giou_aux_2: 0.4907 (0.4808)  loss_giou_aux_3: 0.4823 (0.4782)  loss_giou_aux_4: 0.4796 (0.4772)  loss_giou_aux_5: 0.5897 (0.5665)  loss_giou_dn_0: 0.5918 (0.5837)  loss_giou_dn_1: 0.4919 (0.4774)  loss_giou_dn_2: 0.4625 (0.4474)  loss_giou_dn_3: 0.4581 (0.4391)  loss_giou_dn_4: 0.4553 (0.4371)  loss_giou_dn_5: 0.4561 (0.4373)  loss_vfl: 0.6778 (0.6751)  loss_vfl_aux_0: 0.7636 (0.7835)  loss_vfl_aux_1: 0.7252 (0.7329)  loss_vfl_aux_2: 0.6958 (0.7034)  loss_vfl_aux_3: 0.6788 (0.6868)  loss_vfl_aux_4: 0.6756 (0.6797)  loss_vfl_aux_5: 0.7365 (0.7658)  loss_vfl_dn_0: 0.4499 (0.4543)  loss_vfl_dn_1: 0.3924 (0.3889)  loss_vfl_dn_2: 0.3780 (0.3731)  loss_vfl_dn_3: 0.3720 (0.3657)  loss_vfl_dn_4: 0.3682 (0.3632)  loss_vfl_dn_5: 0.3688 (0.3624)  time: 0.4648  data: 0.0131  max mem: 5654
Epoch: [40]  [1400/7393]  eta: 0:48:15  lr: 0.000010  loss: 15.4429 (15.9183)  loss_bbox: 0.1379 (0.1532)  loss_bbox_aux_0: 0.1556 (0.1648)  loss_bbox_aux_1: 0.1442 (0.1573)  loss_bbox_aux_2: 0.1392 (0.1549)  loss_bbox_aux_3: 0.1357 (0.1538)  loss_bbox_aux_4: 0.1385 (0.1530)  loss_bbox_aux_5: 0.1851 (0.2022)  loss_bbox_dn_0: 0.2685 (0.2670)  loss_bbox_dn_1: 0.1936 (0.1976)  loss_bbox_dn_2: 0.1647 (0.1773)  loss_bbox_dn_3: 0.1576 (0.1712)  loss_bbox_dn_4: 0.1573 (0.1699)  loss_bbox_dn_5: 0.1573 (0.1699)  loss_giou: 0.4433 (0.4779)  loss_giou_aux_0: 0.4575 (0.5004)  loss_giou_aux_1: 0.4526 (0.4861)  loss_giou_aux_2: 0.4484 (0.4813)  loss_giou_aux_3: 0.4474 (0.4786)  loss_giou_aux_4: 0.4475 (0.4777)  loss_giou_aux_5: 0.5174 (0.5670)  loss_giou_dn_0: 0.5637 (0.5837)  loss_giou_dn_1: 0.4565 (0.4775)  loss_giou_dn_2: 0.4315 (0.4476)  loss_giou_dn_3: 0.4198 (0.4394)  loss_giou_dn_4: 0.4199 (0.4374)  loss_giou_dn_5: 0.4213 (0.4376)  loss_vfl: 0.6573 (0.6749)  loss_vfl_aux_0: 0.7568 (0.7829)  loss_vfl_aux_1: 0.7208 (0.7329)  loss_vfl_aux_2: 0.6816 (0.7033)  loss_vfl_aux_3: 0.6810 (0.6867)  loss_vfl_aux_4: 0.6602 (0.6794)  loss_vfl_aux_5: 0.7523 (0.7654)  loss_vfl_dn_0: 0.4525 (0.4543)  loss_vfl_dn_1: 0.3916 (0.3891)  loss_vfl_dn_2: 0.3752 (0.3733)  loss_vfl_dn_3: 0.3700 (0.3659)  loss_vfl_dn_4: 0.3686 (0.3634)  loss_vfl_dn_5: 0.3671 (0.3626)  time: 0.4716  data: 0.0133  max mem: 5654
Epoch: [40]  [1500/7393]  eta: 0:47:21  lr: 0.000010  loss: 15.4500 (15.9180)  loss_bbox: 0.1356 (0.1534)  loss_bbox_aux_0: 0.1443 (0.1651)  loss_bbox_aux_1: 0.1423 (0.1575)  loss_bbox_aux_2: 0.1358 (0.1552)  loss_bbox_aux_3: 0.1356 (0.1540)  loss_bbox_aux_4: 0.1354 (0.1533)  loss_bbox_aux_5: 0.1834 (0.2023)  loss_bbox_dn_0: 0.2489 (0.2678)  loss_bbox_dn_1: 0.1787 (0.1983)  loss_bbox_dn_2: 0.1595 (0.1779)  loss_bbox_dn_3: 0.1521 (0.1717)  loss_bbox_dn_4: 0.1506 (0.1704)  loss_bbox_dn_5: 0.1506 (0.1704)  loss_giou: 0.4500 (0.4777)  loss_giou_aux_0: 0.4721 (0.5000)  loss_giou_aux_1: 0.4555 (0.4859)  loss_giou_aux_2: 0.4526 (0.4812)  loss_giou_aux_3: 0.4471 (0.4784)  loss_giou_aux_4: 0.4478 (0.4775)  loss_giou_aux_5: 0.5293 (0.5664)  loss_giou_dn_0: 0.5568 (0.5835)  loss_giou_dn_1: 0.4516 (0.4774)  loss_giou_dn_2: 0.4245 (0.4475)  loss_giou_dn_3: 0.4132 (0.4392)  loss_giou_dn_4: 0.4120 (0.4372)  loss_giou_dn_5: 0.4123 (0.4374)  loss_vfl: 0.6327 (0.6743)  loss_vfl_aux_0: 0.7429 (0.7829)  loss_vfl_aux_1: 0.6923 (0.7328)  loss_vfl_aux_2: 0.6554 (0.7026)  loss_vfl_aux_3: 0.6480 (0.6863)  loss_vfl_aux_4: 0.6324 (0.6788)  loss_vfl_aux_5: 0.7349 (0.7657)  loss_vfl_dn_0: 0.4475 (0.4542)  loss_vfl_dn_1: 0.3794 (0.3890)  loss_vfl_dn_2: 0.3596 (0.3732)  loss_vfl_dn_3: 0.3534 (0.3658)  loss_vfl_dn_4: 0.3492 (0.3633)  loss_vfl_dn_5: 0.3510 (0.3625)  time: 0.4817  data: 0.0134  max mem: 5654
Epoch: [40]  [1600/7393]  eta: 0:46:28  lr: 0.000010  loss: 15.6576 (15.9184)  loss_bbox: 0.1595 (0.1533)  loss_bbox_aux_0: 0.1699 (0.1653)  loss_bbox_aux_1: 0.1713 (0.1576)  loss_bbox_aux_2: 0.1660 (0.1552)  loss_bbox_aux_3: 0.1608 (0.1540)  loss_bbox_aux_4: 0.1593 (0.1533)  loss_bbox_aux_5: 0.2193 (0.2027)  loss_bbox_dn_0: 0.2901 (0.2685)  loss_bbox_dn_1: 0.1983 (0.1988)  loss_bbox_dn_2: 0.1735 (0.1782)  loss_bbox_dn_3: 0.1672 (0.1720)  loss_bbox_dn_4: 0.1651 (0.1706)  loss_bbox_dn_5: 0.1650 (0.1707)  loss_giou: 0.4452 (0.4770)  loss_giou_aux_0: 0.4704 (0.4994)  loss_giou_aux_1: 0.4556 (0.4854)  loss_giou_aux_2: 0.4406 (0.4806)  loss_giou_aux_3: 0.4450 (0.4778)  loss_giou_aux_4: 0.4447 (0.4770)  loss_giou_aux_5: 0.5469 (0.5660)  loss_giou_dn_0: 0.5788 (0.5835)  loss_giou_dn_1: 0.4665 (0.4772)  loss_giou_dn_2: 0.4394 (0.4473)  loss_giou_dn_3: 0.4319 (0.4390)  loss_giou_dn_4: 0.4262 (0.4370)  loss_giou_dn_5: 0.4267 (0.4372)  loss_vfl: 0.7130 (0.6747)  loss_vfl_aux_0: 0.8196 (0.7834)  loss_vfl_aux_1: 0.7645 (0.7332)  loss_vfl_aux_2: 0.7278 (0.7028)  loss_vfl_aux_3: 0.7160 (0.6866)  loss_vfl_aux_4: 0.7053 (0.6792)  loss_vfl_aux_5: 0.8007 (0.7661)  loss_vfl_dn_0: 0.4592 (0.4543)  loss_vfl_dn_1: 0.3966 (0.3889)  loss_vfl_dn_2: 0.3779 (0.3732)  loss_vfl_dn_3: 0.3692 (0.3658)  loss_vfl_dn_4: 0.3656 (0.3632)  loss_vfl_dn_5: 0.3645 (0.3624)  time: 0.4640  data: 0.0133  max mem: 5654
Epoch: [40]  [1700/7393]  eta: 0:45:37  lr: 0.000010  loss: 15.7727 (15.9306)  loss_bbox: 0.1567 (0.1537)  loss_bbox_aux_0: 0.1674 (0.1657)  loss_bbox_aux_1: 0.1638 (0.1580)  loss_bbox_aux_2: 0.1586 (0.1556)  loss_bbox_aux_3: 0.1568 (0.1543)  loss_bbox_aux_4: 0.1593 (0.1537)  loss_bbox_aux_5: 0.2275 (0.2031)  loss_bbox_dn_0: 0.2579 (0.2691)  loss_bbox_dn_1: 0.1925 (0.1993)  loss_bbox_dn_2: 0.1721 (0.1787)  loss_bbox_dn_3: 0.1663 (0.1726)  loss_bbox_dn_4: 0.1642 (0.1712)  loss_bbox_dn_5: 0.1641 (0.1712)  loss_giou: 0.4113 (0.4772)  loss_giou_aux_0: 0.4360 (0.4997)  loss_giou_aux_1: 0.4124 (0.4857)  loss_giou_aux_2: 0.4208 (0.4810)  loss_giou_aux_3: 0.4119 (0.4781)  loss_giou_aux_4: 0.4114 (0.4772)  loss_giou_aux_5: 0.4914 (0.5662)  loss_giou_dn_0: 0.5470 (0.5838)  loss_giou_dn_1: 0.4355 (0.4776)  loss_giou_dn_2: 0.4107 (0.4476)  loss_giou_dn_3: 0.4033 (0.4394)  loss_giou_dn_4: 0.4001 (0.4374)  loss_giou_dn_5: 0.4003 (0.4375)  loss_vfl: 0.6838 (0.6751)  loss_vfl_aux_0: 0.7994 (0.7834)  loss_vfl_aux_1: 0.7399 (0.7333)  loss_vfl_aux_2: 0.7174 (0.7029)  loss_vfl_aux_3: 0.7060 (0.6870)  loss_vfl_aux_4: 0.6898 (0.6794)  loss_vfl_aux_5: 0.7844 (0.7657)  loss_vfl_dn_0: 0.4598 (0.4545)  loss_vfl_dn_1: 0.3843 (0.3892)  loss_vfl_dn_2: 0.3688 (0.3734)  loss_vfl_dn_3: 0.3605 (0.3660)  loss_vfl_dn_4: 0.3592 (0.3635)  loss_vfl_dn_5: 0.3570 (0.3627)  time: 0.4680  data: 0.0131  max mem: 5654
Epoch: [40]  [1800/7393]  eta: 0:44:48  lr: 0.000010  loss: 15.7013 (15.9334)  loss_bbox: 0.1536 (0.1536)  loss_bbox_aux_0: 0.1677 (0.1657)  loss_bbox_aux_1: 0.1579 (0.1580)  loss_bbox_aux_2: 0.1477 (0.1557)  loss_bbox_aux_3: 0.1507 (0.1542)  loss_bbox_aux_4: 0.1535 (0.1537)  loss_bbox_aux_5: 0.2058 (0.2031)  loss_bbox_dn_0: 0.2719 (0.2692)  loss_bbox_dn_1: 0.2014 (0.1995)  loss_bbox_dn_2: 0.1840 (0.1790)  loss_bbox_dn_3: 0.1763 (0.1728)  loss_bbox_dn_4: 0.1734 (0.1715)  loss_bbox_dn_5: 0.1734 (0.1715)  loss_giou: 0.4548 (0.4772)  loss_giou_aux_0: 0.4754 (0.4997)  loss_giou_aux_1: 0.4681 (0.4858)  loss_giou_aux_2: 0.4607 (0.4811)  loss_giou_aux_3: 0.4447 (0.4781)  loss_giou_aux_4: 0.4465 (0.4773)  loss_giou_aux_5: 0.5529 (0.5662)  loss_giou_dn_0: 0.5968 (0.5840)  loss_giou_dn_1: 0.4762 (0.4779)  loss_giou_dn_2: 0.4518 (0.4480)  loss_giou_dn_3: 0.4418 (0.4397)  loss_giou_dn_4: 0.4379 (0.4377)  loss_giou_dn_5: 0.4384 (0.4379)  loss_vfl: 0.6806 (0.6752)  loss_vfl_aux_0: 0.7845 (0.7829)  loss_vfl_aux_1: 0.7263 (0.7330)  loss_vfl_aux_2: 0.7109 (0.7027)  loss_vfl_aux_3: 0.6966 (0.6870)  loss_vfl_aux_4: 0.6855 (0.6793)  loss_vfl_aux_5: 0.7683 (0.7654)  loss_vfl_dn_0: 0.4488 (0.4545)  loss_vfl_dn_1: 0.3939 (0.3893)  loss_vfl_dn_2: 0.3819 (0.3735)  loss_vfl_dn_3: 0.3773 (0.3661)  loss_vfl_dn_4: 0.3739 (0.3636)  loss_vfl_dn_5: 0.3723 (0.3628)  time: 0.4766  data: 0.0140  max mem: 5654
Epoch: [40]  [1900/7393]  eta: 0:43:57  lr: 0.000010  loss: 15.5967 (15.9303)  loss_bbox: 0.1535 (0.1539)  loss_bbox_aux_0: 0.1630 (0.1660)  loss_bbox_aux_1: 0.1535 (0.1584)  loss_bbox_aux_2: 0.1560 (0.1560)  loss_bbox_aux_3: 0.1524 (0.1545)  loss_bbox_aux_4: 0.1509 (0.1539)  loss_bbox_aux_5: 0.1943 (0.2035)  loss_bbox_dn_0: 0.2543 (0.2693)  loss_bbox_dn_1: 0.1871 (0.1995)  loss_bbox_dn_2: 0.1770 (0.1790)  loss_bbox_dn_3: 0.1716 (0.1729)  loss_bbox_dn_4: 0.1710 (0.1715)  loss_bbox_dn_5: 0.1710 (0.1715)  loss_giou: 0.4250 (0.4769)  loss_giou_aux_0: 0.4435 (0.4995)  loss_giou_aux_1: 0.4345 (0.4855)  loss_giou_aux_2: 0.4273 (0.4807)  loss_giou_aux_3: 0.4258 (0.4778)  loss_giou_aux_4: 0.4254 (0.4770)  loss_giou_aux_5: 0.5102 (0.5658)  loss_giou_dn_0: 0.5492 (0.5837)  loss_giou_dn_1: 0.4368 (0.4776)  loss_giou_dn_2: 0.4125 (0.4478)  loss_giou_dn_3: 0.4081 (0.4395)  loss_giou_dn_4: 0.4058 (0.4375)  loss_giou_dn_5: 0.4059 (0.4377)  loss_vfl: 0.6479 (0.6751)  loss_vfl_aux_0: 0.7854 (0.7825)  loss_vfl_aux_1: 0.7028 (0.7326)  loss_vfl_aux_2: 0.6871 (0.7026)  loss_vfl_aux_3: 0.6761 (0.6870)  loss_vfl_aux_4: 0.6562 (0.6792)  loss_vfl_aux_5: 0.7666 (0.7649)  loss_vfl_dn_0: 0.4536 (0.4544)  loss_vfl_dn_1: 0.3901 (0.3892)  loss_vfl_dn_2: 0.3783 (0.3735)  loss_vfl_dn_3: 0.3692 (0.3661)  loss_vfl_dn_4: 0.3686 (0.3636)  loss_vfl_dn_5: 0.3664 (0.3628)  time: 0.4748  data: 0.0141  max mem: 5654
Epoch: [40]  [2000/7393]  eta: 0:43:10  lr: 0.000010  loss: 16.7710 (15.9385)  loss_bbox: 0.1555 (0.1543)  loss_bbox_aux_0: 0.1682 (0.1663)  loss_bbox_aux_1: 0.1581 (0.1587)  loss_bbox_aux_2: 0.1651 (0.1563)  loss_bbox_aux_3: 0.1509 (0.1548)  loss_bbox_aux_4: 0.1557 (0.1543)  loss_bbox_aux_5: 0.2016 (0.2039)  loss_bbox_dn_0: 0.2817 (0.2697)  loss_bbox_dn_1: 0.2005 (0.1999)  loss_bbox_dn_2: 0.1798 (0.1794)  loss_bbox_dn_3: 0.1765 (0.1732)  loss_bbox_dn_4: 0.1742 (0.1719)  loss_bbox_dn_5: 0.1743 (0.1719)  loss_giou: 0.5018 (0.4771)  loss_giou_aux_0: 0.5423 (0.4998)  loss_giou_aux_1: 0.5229 (0.4858)  loss_giou_aux_2: 0.5155 (0.4810)  loss_giou_aux_3: 0.5056 (0.4779)  loss_giou_aux_4: 0.5049 (0.4772)  loss_giou_aux_5: 0.5998 (0.5661)  loss_giou_dn_0: 0.6108 (0.5839)  loss_giou_dn_1: 0.5246 (0.4778)  loss_giou_dn_2: 0.4903 (0.4480)  loss_giou_dn_3: 0.4796 (0.4397)  loss_giou_dn_4: 0.4773 (0.4377)  loss_giou_dn_5: 0.4774 (0.4379)  loss_vfl: 0.6570 (0.6754)  loss_vfl_aux_0: 0.7675 (0.7823)  loss_vfl_aux_1: 0.7093 (0.7327)  loss_vfl_aux_2: 0.6828 (0.7026)  loss_vfl_aux_3: 0.6858 (0.6872)  loss_vfl_aux_4: 0.6672 (0.6795)  loss_vfl_aux_5: 0.7317 (0.7649)  loss_vfl_dn_0: 0.4476 (0.4543)  loss_vfl_dn_1: 0.3899 (0.3892)  loss_vfl_dn_2: 0.3749 (0.3734)  loss_vfl_dn_3: 0.3689 (0.3661)  loss_vfl_dn_4: 0.3657 (0.3636)  loss_vfl_dn_5: 0.3649 (0.3628)  time: 0.4875  data: 0.0150  max mem: 5654
Epoch: [40]  [2100/7393]  eta: 0:42:22  lr: 0.000010  loss: 15.9432 (15.9414)  loss_bbox: 0.1406 (0.1541)  loss_bbox_aux_0: 0.1460 (0.1661)  loss_bbox_aux_1: 0.1374 (0.1585)  loss_bbox_aux_2: 0.1398 (0.1562)  loss_bbox_aux_3: 0.1440 (0.1546)  loss_bbox_aux_4: 0.1403 (0.1541)  loss_bbox_aux_5: 0.1877 (0.2038)  loss_bbox_dn_0: 0.2436 (0.2697)  loss_bbox_dn_1: 0.1691 (0.1998)  loss_bbox_dn_2: 0.1529 (0.1794)  loss_bbox_dn_3: 0.1512 (0.1733)  loss_bbox_dn_4: 0.1521 (0.1719)  loss_bbox_dn_5: 0.1521 (0.1719)  loss_giou: 0.4572 (0.4772)  loss_giou_aux_0: 0.4839 (0.5001)  loss_giou_aux_1: 0.4762 (0.4860)  loss_giou_aux_2: 0.4700 (0.4812)  loss_giou_aux_3: 0.4618 (0.4781)  loss_giou_aux_4: 0.4582 (0.4773)  loss_giou_aux_5: 0.5439 (0.5664)  loss_giou_dn_0: 0.5811 (0.5841)  loss_giou_dn_1: 0.4787 (0.4778)  loss_giou_dn_2: 0.4495 (0.4480)  loss_giou_dn_3: 0.4399 (0.4399)  loss_giou_dn_4: 0.4345 (0.4378)  loss_giou_dn_5: 0.4347 (0.4380)  loss_vfl: 0.6768 (0.6758)  loss_vfl_aux_0: 0.7648 (0.7823)  loss_vfl_aux_1: 0.6998 (0.7330)  loss_vfl_aux_2: 0.6993 (0.7030)  loss_vfl_aux_3: 0.6856 (0.6877)  loss_vfl_aux_4: 0.6779 (0.6798)  loss_vfl_aux_5: 0.7534 (0.7647)  loss_vfl_dn_0: 0.4442 (0.4543)  loss_vfl_dn_1: 0.3851 (0.3893)  loss_vfl_dn_2: 0.3747 (0.3736)  loss_vfl_dn_3: 0.3663 (0.3662)  loss_vfl_dn_4: 0.3629 (0.3637)  loss_vfl_dn_5: 0.3626 (0.3628)  time: 0.4738  data: 0.0136  max mem: 5654
Epoch: [40]  [2200/7393]  eta: 0:41:33  lr: 0.000010  loss: 15.8181 (15.9390)  loss_bbox: 0.1576 (0.1542)  loss_bbox_aux_0: 0.1791 (0.1662)  loss_bbox_aux_1: 0.1680 (0.1585)  loss_bbox_aux_2: 0.1560 (0.1562)  loss_bbox_aux_3: 0.1556 (0.1546)  loss_bbox_aux_4: 0.1561 (0.1541)  loss_bbox_aux_5: 0.2133 (0.2039)  loss_bbox_dn_0: 0.2690 (0.2693)  loss_bbox_dn_1: 0.1975 (0.1995)  loss_bbox_dn_2: 0.1825 (0.1791)  loss_bbox_dn_3: 0.1757 (0.1730)  loss_bbox_dn_4: 0.1768 (0.1716)  loss_bbox_dn_5: 0.1767 (0.1716)  loss_giou: 0.4338 (0.4774)  loss_giou_aux_0: 0.4783 (0.5003)  loss_giou_aux_1: 0.4523 (0.4861)  loss_giou_aux_2: 0.4465 (0.4813)  loss_giou_aux_3: 0.4477 (0.4783)  loss_giou_aux_4: 0.4384 (0.4775)  loss_giou_aux_5: 0.5354 (0.5665)  loss_giou_dn_0: 0.5777 (0.5841)  loss_giou_dn_1: 0.4678 (0.4778)  loss_giou_dn_2: 0.4332 (0.4481)  loss_giou_dn_3: 0.4241 (0.4399)  loss_giou_dn_4: 0.4203 (0.4379)  loss_giou_dn_5: 0.4207 (0.4380)  loss_vfl: 0.6793 (0.6756)  loss_vfl_aux_0: 0.7430 (0.7819)  loss_vfl_aux_1: 0.7077 (0.7325)  loss_vfl_aux_2: 0.6998 (0.7028)  loss_vfl_aux_3: 0.6877 (0.6875)  loss_vfl_aux_4: 0.6805 (0.6797)  loss_vfl_aux_5: 0.7587 (0.7643)  loss_vfl_dn_0: 0.4572 (0.4543)  loss_vfl_dn_1: 0.3908 (0.3892)  loss_vfl_dn_2: 0.3722 (0.3735)  loss_vfl_dn_3: 0.3648 (0.3661)  loss_vfl_dn_4: 0.3622 (0.3636)  loss_vfl_dn_5: 0.3615 (0.3628)  time: 0.4744  data: 0.0144  max mem: 5654
Epoch: [40]  [2300/7393]  eta: 0:40:45  lr: 0.000010  loss: 15.3656 (15.9399)  loss_bbox: 0.1477 (0.1543)  loss_bbox_aux_0: 0.1582 (0.1664)  loss_bbox_aux_1: 0.1474 (0.1587)  loss_bbox_aux_2: 0.1471 (0.1564)  loss_bbox_aux_3: 0.1495 (0.1548)  loss_bbox_aux_4: 0.1416 (0.1543)  loss_bbox_aux_5: 0.1904 (0.2042)  loss_bbox_dn_0: 0.2533 (0.2695)  loss_bbox_dn_1: 0.1920 (0.1996)  loss_bbox_dn_2: 0.1681 (0.1791)  loss_bbox_dn_3: 0.1586 (0.1731)  loss_bbox_dn_4: 0.1593 (0.1717)  loss_bbox_dn_5: 0.1594 (0.1717)  loss_giou: 0.4328 (0.4775)  loss_giou_aux_0: 0.4443 (0.5004)  loss_giou_aux_1: 0.4385 (0.4862)  loss_giou_aux_2: 0.4316 (0.4815)  loss_giou_aux_3: 0.4331 (0.4784)  loss_giou_aux_4: 0.4328 (0.4777)  loss_giou_aux_5: 0.5049 (0.5665)  loss_giou_dn_0: 0.5450 (0.5839)  loss_giou_dn_1: 0.4464 (0.4777)  loss_giou_dn_2: 0.4245 (0.4479)  loss_giou_dn_3: 0.4197 (0.4398)  loss_giou_dn_4: 0.4186 (0.4378)  loss_giou_dn_5: 0.4183 (0.4379)  loss_vfl: 0.6432 (0.6756)  loss_vfl_aux_0: 0.7571 (0.7815)  loss_vfl_aux_1: 0.6746 (0.7326)  loss_vfl_aux_2: 0.6702 (0.7026)  loss_vfl_aux_3: 0.6441 (0.6874)  loss_vfl_aux_4: 0.6454 (0.6796)  loss_vfl_aux_5: 0.7531 (0.7639)  loss_vfl_dn_0: 0.4563 (0.4544)  loss_vfl_dn_1: 0.3866 (0.3893)  loss_vfl_dn_2: 0.3724 (0.3735)  loss_vfl_dn_3: 0.3685 (0.3662)  loss_vfl_dn_4: 0.3637 (0.3636)  loss_vfl_dn_5: 0.3640 (0.3628)  time: 0.4857  data: 0.0138  max mem: 5654
Epoch: [40]  [2400/7393]  eta: 0:39:57  lr: 0.000010  loss: 15.6501 (15.9361)  loss_bbox: 0.1420 (0.1546)  loss_bbox_aux_0: 0.1535 (0.1668)  loss_bbox_aux_1: 0.1467 (0.1590)  loss_bbox_aux_2: 0.1435 (0.1567)  loss_bbox_aux_3: 0.1429 (0.1551)  loss_bbox_aux_4: 0.1406 (0.1546)  loss_bbox_aux_5: 0.1844 (0.2046)  loss_bbox_dn_0: 0.2215 (0.2698)  loss_bbox_dn_1: 0.1727 (0.1998)  loss_bbox_dn_2: 0.1557 (0.1793)  loss_bbox_dn_3: 0.1514 (0.1732)  loss_bbox_dn_4: 0.1528 (0.1719)  loss_bbox_dn_5: 0.1530 (0.1719)  loss_giou: 0.4910 (0.4772)  loss_giou_aux_0: 0.5150 (0.5002)  loss_giou_aux_1: 0.4926 (0.4859)  loss_giou_aux_2: 0.4887 (0.4813)  loss_giou_aux_3: 0.4854 (0.4781)  loss_giou_aux_4: 0.4919 (0.4774)  loss_giou_aux_5: 0.5716 (0.5662)  loss_giou_dn_0: 0.5948 (0.5836)  loss_giou_dn_1: 0.4846 (0.4773)  loss_giou_dn_2: 0.4548 (0.4476)  loss_giou_dn_3: 0.4427 (0.4394)  loss_giou_dn_4: 0.4409 (0.4374)  loss_giou_dn_5: 0.4407 (0.4375)  loss_vfl: 0.6746 (0.6754)  loss_vfl_aux_0: 0.7323 (0.7810)  loss_vfl_aux_1: 0.7179 (0.7323)  loss_vfl_aux_2: 0.6943 (0.7023)  loss_vfl_aux_3: 0.6881 (0.6872)  loss_vfl_aux_4: 0.6841 (0.6794)  loss_vfl_aux_5: 0.7363 (0.7637)  loss_vfl_dn_0: 0.4526 (0.4544)  loss_vfl_dn_1: 0.3873 (0.3891)  loss_vfl_dn_2: 0.3753 (0.3733)  loss_vfl_dn_3: 0.3719 (0.3659)  loss_vfl_dn_4: 0.3719 (0.3634)  loss_vfl_dn_5: 0.3726 (0.3626)  time: 0.4724  data: 0.0139  max mem: 5654
Epoch: [40]  [2500/7393]  eta: 0:39:21  lr: 0.000010  loss: 16.1646 (15.9296)  loss_bbox: 0.1440 (0.1546)  loss_bbox_aux_0: 0.1619 (0.1669)  loss_bbox_aux_1: 0.1490 (0.1591)  loss_bbox_aux_2: 0.1507 (0.1567)  loss_bbox_aux_3: 0.1444 (0.1551)  loss_bbox_aux_4: 0.1435 (0.1546)  loss_bbox_aux_5: 0.1986 (0.2048)  loss_bbox_dn_0: 0.2434 (0.2700)  loss_bbox_dn_1: 0.1821 (0.1999)  loss_bbox_dn_2: 0.1620 (0.1794)  loss_bbox_dn_3: 0.1573 (0.1733)  loss_bbox_dn_4: 0.1563 (0.1720)  loss_bbox_dn_5: 0.1563 (0.1720)  loss_giou: 0.4216 (0.4764)  loss_giou_aux_0: 0.4384 (0.4994)  loss_giou_aux_1: 0.4165 (0.4851)  loss_giou_aux_2: 0.4264 (0.4804)  loss_giou_aux_3: 0.4200 (0.4773)  loss_giou_aux_4: 0.4216 (0.4765)  loss_giou_aux_5: 0.5065 (0.5654)  loss_giou_dn_0: 0.5591 (0.5832)  loss_giou_dn_1: 0.4504 (0.4769)  loss_giou_dn_2: 0.4291 (0.4471)  loss_giou_dn_3: 0.4182 (0.4389)  loss_giou_dn_4: 0.4164 (0.4369)  loss_giou_dn_5: 0.4165 (0.4370)  loss_vfl: 0.7261 (0.6757)  loss_vfl_aux_0: 0.8048 (0.7811)  loss_vfl_aux_1: 0.7715 (0.7325)  loss_vfl_aux_2: 0.7523 (0.7026)  loss_vfl_aux_3: 0.7383 (0.6875)  loss_vfl_aux_4: 0.7243 (0.6796)  loss_vfl_aux_5: 0.7761 (0.7639)  loss_vfl_dn_0: 0.4556 (0.4544)  loss_vfl_dn_1: 0.3927 (0.3890)  loss_vfl_dn_2: 0.3761 (0.3732)  loss_vfl_dn_3: 0.3679 (0.3658)  loss_vfl_dn_4: 0.3652 (0.3632)  loss_vfl_dn_5: 0.3633 (0.3624)  time: 0.8246  data: 0.0144  max mem: 5654
Epoch: [40]  [2600/7393]  eta: 0:38:32  lr: 0.000010  loss: 16.3166 (15.9303)  loss_bbox: 0.1450 (0.1544)  loss_bbox_aux_0: 0.1538 (0.1668)  loss_bbox_aux_1: 0.1524 (0.1590)  loss_bbox_aux_2: 0.1482 (0.1566)  loss_bbox_aux_3: 0.1453 (0.1550)  loss_bbox_aux_4: 0.1441 (0.1545)  loss_bbox_aux_5: 0.1939 (0.2046)  loss_bbox_dn_0: 0.2252 (0.2693)  loss_bbox_dn_1: 0.1752 (0.1994)  loss_bbox_dn_2: 0.1566 (0.1790)  loss_bbox_dn_3: 0.1551 (0.1729)  loss_bbox_dn_4: 0.1567 (0.1716)  loss_bbox_dn_5: 0.1570 (0.1716)  loss_giou: 0.5282 (0.4770)  loss_giou_aux_0: 0.5671 (0.5002)  loss_giou_aux_1: 0.5389 (0.4858)  loss_giou_aux_2: 0.5361 (0.4812)  loss_giou_aux_3: 0.5305 (0.4779)  loss_giou_aux_4: 0.5296 (0.4771)  loss_giou_aux_5: 0.6101 (0.5661)  loss_giou_dn_0: 0.6234 (0.5835)  loss_giou_dn_1: 0.5211 (0.4772)  loss_giou_dn_2: 0.4865 (0.4474)  loss_giou_dn_3: 0.4790 (0.4393)  loss_giou_dn_4: 0.4781 (0.4373)  loss_giou_dn_5: 0.4783 (0.4374)  loss_vfl: 0.6322 (0.6757)  loss_vfl_aux_0: 0.7427 (0.7804)  loss_vfl_aux_1: 0.7176 (0.7321)  loss_vfl_aux_2: 0.6879 (0.7022)  loss_vfl_aux_3: 0.6683 (0.6875)  loss_vfl_aux_4: 0.6575 (0.6797)  loss_vfl_aux_5: 0.7347 (0.7635)  loss_vfl_dn_0: 0.4459 (0.4542)  loss_vfl_dn_1: 0.3954 (0.3888)  loss_vfl_dn_2: 0.3788 (0.3731)  loss_vfl_dn_3: 0.3726 (0.3657)  loss_vfl_dn_4: 0.3703 (0.3631)  loss_vfl_dn_5: 0.3658 (0.3624)  time: 0.4780  data: 0.0138  max mem: 5654
Epoch: [40]  [2700/7393]  eta: 0:37:43  lr: 0.000010  loss: 15.8623 (15.9238)  loss_bbox: 0.1525 (0.1545)  loss_bbox_aux_0: 0.1759 (0.1671)  loss_bbox_aux_1: 0.1572 (0.1591)  loss_bbox_aux_2: 0.1602 (0.1567)  loss_bbox_aux_3: 0.1500 (0.1551)  loss_bbox_aux_4: 0.1469 (0.1545)  loss_bbox_aux_5: 0.2031 (0.2048)  loss_bbox_dn_0: 0.2529 (0.2696)  loss_bbox_dn_1: 0.1900 (0.1996)  loss_bbox_dn_2: 0.1741 (0.1792)  loss_bbox_dn_3: 0.1682 (0.1732)  loss_bbox_dn_4: 0.1678 (0.1718)  loss_bbox_dn_5: 0.1678 (0.1718)  loss_giou: 0.4837 (0.4765)  loss_giou_aux_0: 0.4896 (0.4996)  loss_giou_aux_1: 0.4847 (0.4853)  loss_giou_aux_2: 0.4747 (0.4807)  loss_giou_aux_3: 0.4871 (0.4774)  loss_giou_aux_4: 0.4800 (0.4766)  loss_giou_aux_5: 0.5738 (0.5655)  loss_giou_dn_0: 0.5639 (0.5831)  loss_giou_dn_1: 0.4700 (0.4768)  loss_giou_dn_2: 0.4398 (0.4471)  loss_giou_dn_3: 0.4309 (0.4390)  loss_giou_dn_4: 0.4279 (0.4370)  loss_giou_dn_5: 0.4279 (0.4371)  loss_vfl: 0.6296 (0.6753)  loss_vfl_aux_0: 0.7554 (0.7801)  loss_vfl_aux_1: 0.6881 (0.7314)  loss_vfl_aux_2: 0.6732 (0.7017)  loss_vfl_aux_3: 0.6411 (0.6871)  loss_vfl_aux_4: 0.6347 (0.6792)  loss_vfl_aux_5: 0.7325 (0.7634)  loss_vfl_dn_0: 0.4453 (0.4542)  loss_vfl_dn_1: 0.3878 (0.3888)  loss_vfl_dn_2: 0.3695 (0.3730)  loss_vfl_dn_3: 0.3625 (0.3656)  loss_vfl_dn_4: 0.3601 (0.3631)  loss_vfl_dn_5: 0.3591 (0.3623)  time: 0.4807  data: 0.0143  max mem: 5654
Epoch: [40]  [2800/7393]  eta: 0:36:54  lr: 0.000010  loss: 15.1593 (15.9235)  loss_bbox: 0.1436 (0.1545)  loss_bbox_aux_0: 0.1679 (0.1670)  loss_bbox_aux_1: 0.1490 (0.1591)  loss_bbox_aux_2: 0.1499 (0.1566)  loss_bbox_aux_3: 0.1441 (0.1551)  loss_bbox_aux_4: 0.1429 (0.1545)  loss_bbox_aux_5: 0.1952 (0.2047)  loss_bbox_dn_0: 0.2867 (0.2695)  loss_bbox_dn_1: 0.2046 (0.1994)  loss_bbox_dn_2: 0.1802 (0.1790)  loss_bbox_dn_3: 0.1743 (0.1730)  loss_bbox_dn_4: 0.1732 (0.1717)  loss_bbox_dn_5: 0.1730 (0.1717)  loss_giou: 0.4341 (0.4768)  loss_giou_aux_0: 0.4644 (0.4999)  loss_giou_aux_1: 0.4411 (0.4856)  loss_giou_aux_2: 0.4304 (0.4810)  loss_giou_aux_3: 0.4343 (0.4777)  loss_giou_aux_4: 0.4310 (0.4769)  loss_giou_aux_5: 0.5353 (0.5657)  loss_giou_dn_0: 0.5553 (0.5832)  loss_giou_dn_1: 0.4382 (0.4769)  loss_giou_dn_2: 0.4175 (0.4472)  loss_giou_dn_3: 0.4089 (0.4390)  loss_giou_dn_4: 0.4074 (0.4370)  loss_giou_dn_5: 0.4073 (0.4372)  loss_vfl: 0.6704 (0.6751)  loss_vfl_aux_0: 0.7783 (0.7798)  loss_vfl_aux_1: 0.7085 (0.7312)  loss_vfl_aux_2: 0.6941 (0.7015)  loss_vfl_aux_3: 0.6703 (0.6869)  loss_vfl_aux_4: 0.6745 (0.6790)  loss_vfl_aux_5: 0.7651 (0.7631)  loss_vfl_dn_0: 0.4507 (0.4542)  loss_vfl_dn_1: 0.3765 (0.3888)  loss_vfl_dn_2: 0.3603 (0.3730)  loss_vfl_dn_3: 0.3543 (0.3656)  loss_vfl_dn_4: 0.3506 (0.3630)  loss_vfl_dn_5: 0.3511 (0.3623)  time: 0.4793  data: 0.0138  max mem: 5654
Epoch: [40]  [2900/7393]  eta: 0:36:15  lr: 0.000010  loss: 15.6010 (15.9228)  loss_bbox: 0.1503 (0.1545)  loss_bbox_aux_0: 0.1590 (0.1669)  loss_bbox_aux_1: 0.1529 (0.1590)  loss_bbox_aux_2: 0.1509 (0.1566)  loss_bbox_aux_3: 0.1518 (0.1550)  loss_bbox_aux_4: 0.1504 (0.1545)  loss_bbox_aux_5: 0.1853 (0.2045)  loss_bbox_dn_0: 0.2378 (0.2694)  loss_bbox_dn_1: 0.1722 (0.1994)  loss_bbox_dn_2: 0.1537 (0.1790)  loss_bbox_dn_3: 0.1399 (0.1730)  loss_bbox_dn_4: 0.1364 (0.1717)  loss_bbox_dn_5: 0.1364 (0.1717)  loss_giou: 0.4828 (0.4767)  loss_giou_aux_0: 0.5118 (0.4999)  loss_giou_aux_1: 0.4954 (0.4856)  loss_giou_aux_2: 0.4867 (0.4809)  loss_giou_aux_3: 0.4861 (0.4776)  loss_giou_aux_4: 0.4841 (0.4769)  loss_giou_aux_5: 0.5585 (0.5657)  loss_giou_dn_0: 0.5748 (0.5832)  loss_giou_dn_1: 0.4626 (0.4770)  loss_giou_dn_2: 0.4261 (0.4471)  loss_giou_dn_3: 0.4198 (0.4390)  loss_giou_dn_4: 0.4184 (0.4370)  loss_giou_dn_5: 0.4187 (0.4372)  loss_vfl: 0.6427 (0.6752)  loss_vfl_aux_0: 0.7538 (0.7799)  loss_vfl_aux_1: 0.7164 (0.7313)  loss_vfl_aux_2: 0.6728 (0.7016)  loss_vfl_aux_3: 0.6588 (0.6870)  loss_vfl_aux_4: 0.6485 (0.6791)  loss_vfl_aux_5: 0.7445 (0.7631)  loss_vfl_dn_0: 0.4500 (0.4541)  loss_vfl_dn_1: 0.3838 (0.3887)  loss_vfl_dn_2: 0.3700 (0.3729)  loss_vfl_dn_3: 0.3606 (0.3656)  loss_vfl_dn_4: 0.3605 (0.3630)  loss_vfl_dn_5: 0.3605 (0.3623)  time: 0.4717  data: 0.0139  max mem: 5654
Epoch: [40]  [3000/7393]  eta: 0:35:26  lr: 0.000010  loss: 15.9075 (15.9255)  loss_bbox: 0.1354 (0.1544)  loss_bbox_aux_0: 0.1584 (0.1668)  loss_bbox_aux_1: 0.1469 (0.1589)  loss_bbox_aux_2: 0.1394 (0.1565)  loss_bbox_aux_3: 0.1369 (0.1549)  loss_bbox_aux_4: 0.1347 (0.1544)  loss_bbox_aux_5: 0.1882 (0.2044)  loss_bbox_dn_0: 0.2245 (0.2694)  loss_bbox_dn_1: 0.1696 (0.1993)  loss_bbox_dn_2: 0.1527 (0.1790)  loss_bbox_dn_3: 0.1499 (0.1730)  loss_bbox_dn_4: 0.1492 (0.1716)  loss_bbox_dn_5: 0.1493 (0.1716)  loss_giou: 0.4878 (0.4771)  loss_giou_aux_0: 0.5125 (0.5003)  loss_giou_aux_1: 0.4991 (0.4860)  loss_giou_aux_2: 0.4870 (0.4812)  loss_giou_aux_3: 0.4923 (0.4780)  loss_giou_aux_4: 0.4878 (0.4772)  loss_giou_aux_5: 0.5657 (0.5661)  loss_giou_dn_0: 0.5908 (0.5836)  loss_giou_dn_1: 0.4810 (0.4773)  loss_giou_dn_2: 0.4551 (0.4475)  loss_giou_dn_3: 0.4468 (0.4393)  loss_giou_dn_4: 0.4434 (0.4373)  loss_giou_dn_5: 0.4434 (0.4375)  loss_vfl: 0.6561 (0.6752)  loss_vfl_aux_0: 0.7268 (0.7796)  loss_vfl_aux_1: 0.7190 (0.7313)  loss_vfl_aux_2: 0.6897 (0.7016)  loss_vfl_aux_3: 0.6710 (0.6869)  loss_vfl_aux_4: 0.6618 (0.6790)  loss_vfl_aux_5: 0.7434 (0.7629)  loss_vfl_dn_0: 0.4526 (0.4541)  loss_vfl_dn_1: 0.3912 (0.3887)  loss_vfl_dn_2: 0.3751 (0.3729)  loss_vfl_dn_3: 0.3696 (0.3656)  loss_vfl_dn_4: 0.3703 (0.3630)  loss_vfl_dn_5: 0.3679 (0.3622)  time: 0.4727  data: 0.0141  max mem: 5654
Epoch: [40]  [3100/7393]  eta: 0:34:37  lr: 0.000010  loss: 15.9983 (15.9301)  loss_bbox: 0.1461 (0.1545)  loss_bbox_aux_0: 0.1592 (0.1670)  loss_bbox_aux_1: 0.1514 (0.1590)  loss_bbox_aux_2: 0.1526 (0.1566)  loss_bbox_aux_3: 0.1478 (0.1550)  loss_bbox_aux_4: 0.1460 (0.1545)  loss_bbox_aux_5: 0.1862 (0.2045)  loss_bbox_dn_0: 0.2342 (0.2694)  loss_bbox_dn_1: 0.1768 (0.1994)  loss_bbox_dn_2: 0.1551 (0.1790)  loss_bbox_dn_3: 0.1492 (0.1730)  loss_bbox_dn_4: 0.1470 (0.1717)  loss_bbox_dn_5: 0.1469 (0.1717)  loss_giou: 0.4550 (0.4772)  loss_giou_aux_0: 0.4793 (0.5005)  loss_giou_aux_1: 0.4674 (0.4861)  loss_giou_aux_2: 0.4584 (0.4814)  loss_giou_aux_3: 0.4549 (0.4781)  loss_giou_aux_4: 0.4557 (0.4773)  loss_giou_aux_5: 0.5497 (0.5662)  loss_giou_dn_0: 0.5943 (0.5838)  loss_giou_dn_1: 0.4826 (0.4775)  loss_giou_dn_2: 0.4561 (0.4476)  loss_giou_dn_3: 0.4494 (0.4395)  loss_giou_dn_4: 0.4473 (0.4375)  loss_giou_dn_5: 0.4469 (0.4376)  loss_vfl: 0.7026 (0.6753)  loss_vfl_aux_0: 0.7860 (0.7798)  loss_vfl_aux_1: 0.7449 (0.7313)  loss_vfl_aux_2: 0.7102 (0.7017)  loss_vfl_aux_3: 0.7070 (0.6871)  loss_vfl_aux_4: 0.7022 (0.6792)  loss_vfl_aux_5: 0.7824 (0.7630)  loss_vfl_dn_0: 0.4615 (0.4542)  loss_vfl_dn_1: 0.3990 (0.3888)  loss_vfl_dn_2: 0.3821 (0.3730)  loss_vfl_dn_3: 0.3764 (0.3657)  loss_vfl_dn_4: 0.3753 (0.3631)  loss_vfl_dn_5: 0.3734 (0.3623)  time: 0.4706  data: 0.0141  max mem: 5654
Epoch: [40]  [3200/7393]  eta: 0:33:47  lr: 0.000010  loss: 16.1064 (15.9295)  loss_bbox: 0.1414 (0.1545)  loss_bbox_aux_0: 0.1479 (0.1671)  loss_bbox_aux_1: 0.1440 (0.1590)  loss_bbox_aux_2: 0.1397 (0.1566)  loss_bbox_aux_3: 0.1434 (0.1550)  loss_bbox_aux_4: 0.1401 (0.1545)  loss_bbox_aux_5: 0.1844 (0.2045)  loss_bbox_dn_0: 0.2469 (0.2693)  loss_bbox_dn_1: 0.1855 (0.1993)  loss_bbox_dn_2: 0.1560 (0.1790)  loss_bbox_dn_3: 0.1521 (0.1731)  loss_bbox_dn_4: 0.1514 (0.1717)  loss_bbox_dn_5: 0.1514 (0.1717)  loss_giou: 0.4819 (0.4771)  loss_giou_aux_0: 0.4937 (0.5005)  loss_giou_aux_1: 0.4734 (0.4861)  loss_giou_aux_2: 0.4821 (0.4814)  loss_giou_aux_3: 0.4745 (0.4780)  loss_giou_aux_4: 0.4752 (0.4773)  loss_giou_aux_5: 0.5571 (0.5662)  loss_giou_dn_0: 0.6133 (0.5837)  loss_giou_dn_1: 0.4946 (0.4775)  loss_giou_dn_2: 0.4587 (0.4477)  loss_giou_dn_3: 0.4509 (0.4396)  loss_giou_dn_4: 0.4499 (0.4375)  loss_giou_dn_5: 0.4506 (0.4377)  loss_vfl: 0.6936 (0.6755)  loss_vfl_aux_0: 0.7916 (0.7794)  loss_vfl_aux_1: 0.7544 (0.7312)  loss_vfl_aux_2: 0.7154 (0.7017)  loss_vfl_aux_3: 0.7064 (0.6872)  loss_vfl_aux_4: 0.6879 (0.6792)  loss_vfl_aux_5: 0.7806 (0.7629)  loss_vfl_dn_0: 0.4599 (0.4541)  loss_vfl_dn_1: 0.3910 (0.3888)  loss_vfl_dn_2: 0.3772 (0.3730)  loss_vfl_dn_3: 0.3722 (0.3656)  loss_vfl_dn_4: 0.3707 (0.3631)  loss_vfl_dn_5: 0.3683 (0.3623)  time: 0.4830  data: 0.0145  max mem: 5654
Epoch: [40]  [3300/7393]  eta: 0:33:07  lr: 0.000010  loss: 15.7717 (15.9313)  loss_bbox: 0.1625 (0.1544)  loss_bbox_aux_0: 0.1659 (0.1671)  loss_bbox_aux_1: 0.1648 (0.1590)  loss_bbox_aux_2: 0.1600 (0.1566)  loss_bbox_aux_3: 0.1598 (0.1549)  loss_bbox_aux_4: 0.1584 (0.1544)  loss_bbox_aux_5: 0.2133 (0.2045)  loss_bbox_dn_0: 0.2599 (0.2695)  loss_bbox_dn_1: 0.1973 (0.1995)  loss_bbox_dn_2: 0.1733 (0.1791)  loss_bbox_dn_3: 0.1691 (0.1732)  loss_bbox_dn_4: 0.1689 (0.1718)  loss_bbox_dn_5: 0.1689 (0.1718)  loss_giou: 0.4422 (0.4769)  loss_giou_aux_0: 0.4409 (0.5003)  loss_giou_aux_1: 0.4357 (0.4859)  loss_giou_aux_2: 0.4405 (0.4811)  loss_giou_aux_3: 0.4463 (0.4778)  loss_giou_aux_4: 0.4340 (0.4770)  loss_giou_aux_5: 0.4893 (0.5660)  loss_giou_dn_0: 0.5674 (0.5837)  loss_giou_dn_1: 0.4503 (0.4774)  loss_giou_dn_2: 0.4234 (0.4476)  loss_giou_dn_3: 0.4131 (0.4394)  loss_giou_dn_4: 0.4119 (0.4374)  loss_giou_dn_5: 0.4119 (0.4376)  loss_vfl: 0.6598 (0.6759)  loss_vfl_aux_0: 0.7822 (0.7799)  loss_vfl_aux_1: 0.7375 (0.7316)  loss_vfl_aux_2: 0.6775 (0.7022)  loss_vfl_aux_3: 0.6675 (0.6875)  loss_vfl_aux_4: 0.6660 (0.6796)  loss_vfl_aux_5: 0.7779 (0.7634)  loss_vfl_dn_0: 0.4508 (0.4542)  loss_vfl_dn_1: 0.3825 (0.3888)  loss_vfl_dn_2: 0.3685 (0.3730)  loss_vfl_dn_3: 0.3679 (0.3657)  loss_vfl_dn_4: 0.3645 (0.3631)  loss_vfl_dn_5: 0.3627 (0.3623)  time: 0.4780  data: 0.0142  max mem: 5654
Epoch: [40]  [3400/7393]  eta: 0:32:17  lr: 0.000010  loss: 16.2532 (15.9384)  loss_bbox: 0.1424 (0.1544)  loss_bbox_aux_0: 0.1540 (0.1671)  loss_bbox_aux_1: 0.1491 (0.1590)  loss_bbox_aux_2: 0.1516 (0.1566)  loss_bbox_aux_3: 0.1458 (0.1549)  loss_bbox_aux_4: 0.1425 (0.1544)  loss_bbox_aux_5: 0.1834 (0.2045)  loss_bbox_dn_0: 0.2786 (0.2694)  loss_bbox_dn_1: 0.2029 (0.1994)  loss_bbox_dn_2: 0.1732 (0.1791)  loss_bbox_dn_3: 0.1658 (0.1731)  loss_bbox_dn_4: 0.1637 (0.1717)  loss_bbox_dn_5: 0.1638 (0.1717)  loss_giou: 0.4827 (0.4775)  loss_giou_aux_0: 0.5122 (0.5009)  loss_giou_aux_1: 0.4986 (0.4865)  loss_giou_aux_2: 0.4895 (0.4818)  loss_giou_aux_3: 0.4864 (0.4785)  loss_giou_aux_4: 0.4863 (0.4777)  loss_giou_aux_5: 0.5794 (0.5667)  loss_giou_dn_0: 0.6243 (0.5842)  loss_giou_dn_1: 0.5160 (0.4779)  loss_giou_dn_2: 0.4788 (0.4481)  loss_giou_dn_3: 0.4714 (0.4399)  loss_giou_dn_4: 0.4709 (0.4379)  loss_giou_dn_5: 0.4710 (0.4381)  loss_vfl: 0.6609 (0.6759)  loss_vfl_aux_0: 0.7617 (0.7798)  loss_vfl_aux_1: 0.7244 (0.7318)  loss_vfl_aux_2: 0.7026 (0.7021)  loss_vfl_aux_3: 0.6737 (0.6876)  loss_vfl_aux_4: 0.6633 (0.6797)  loss_vfl_aux_5: 0.7387 (0.7631)  loss_vfl_dn_0: 0.4482 (0.4542)  loss_vfl_dn_1: 0.3933 (0.3889)  loss_vfl_dn_2: 0.3783 (0.3731)  loss_vfl_dn_3: 0.3746 (0.3658)  loss_vfl_dn_4: 0.3699 (0.3632)  loss_vfl_dn_5: 0.3703 (0.3624)  time: 0.4672  data: 0.0142  max mem: 5654
Epoch: [40]  [3500/7393]  eta: 0:31:27  lr: 0.000010  loss: 15.4745 (15.9408)  loss_bbox: 0.1534 (0.1545)  loss_bbox_aux_0: 0.1721 (0.1672)  loss_bbox_aux_1: 0.1597 (0.1591)  loss_bbox_aux_2: 0.1555 (0.1567)  loss_bbox_aux_3: 0.1458 (0.1550)  loss_bbox_aux_4: 0.1534 (0.1544)  loss_bbox_aux_5: 0.1972 (0.2047)  loss_bbox_dn_0: 0.2892 (0.2696)  loss_bbox_dn_1: 0.2237 (0.1995)  loss_bbox_dn_2: 0.1958 (0.1792)  loss_bbox_dn_3: 0.1895 (0.1732)  loss_bbox_dn_4: 0.1851 (0.1719)  loss_bbox_dn_5: 0.1846 (0.1719)  loss_giou: 0.4454 (0.4774)  loss_giou_aux_0: 0.4679 (0.5009)  loss_giou_aux_1: 0.4510 (0.4864)  loss_giou_aux_2: 0.4368 (0.4817)  loss_giou_aux_3: 0.4511 (0.4784)  loss_giou_aux_4: 0.4485 (0.4776)  loss_giou_aux_5: 0.5129 (0.5667)  loss_giou_dn_0: 0.5494 (0.5842)  loss_giou_dn_1: 0.4601 (0.4779)  loss_giou_dn_2: 0.4334 (0.4481)  loss_giou_dn_3: 0.4254 (0.4399)  loss_giou_dn_4: 0.4237 (0.4379)  loss_giou_dn_5: 0.4239 (0.4381)  loss_vfl: 0.6836 (0.6763)  loss_vfl_aux_0: 0.7904 (0.7798)  loss_vfl_aux_1: 0.7570 (0.7320)  loss_vfl_aux_2: 0.7146 (0.7024)  loss_vfl_aux_3: 0.6884 (0.6879)  loss_vfl_aux_4: 0.6879 (0.6800)  loss_vfl_aux_5: 0.7719 (0.7630)  loss_vfl_dn_0: 0.4514 (0.4541)  loss_vfl_dn_1: 0.3827 (0.3889)  loss_vfl_dn_2: 0.3627 (0.3731)  loss_vfl_dn_3: 0.3529 (0.3658)  loss_vfl_dn_4: 0.3543 (0.3633)  loss_vfl_dn_5: 0.3541 (0.3625)  time: 0.4804  data: 0.0140  max mem: 5654
Epoch: [40]  [3600/7393]  eta: 0:30:38  lr: 0.000010  loss: 16.0665 (15.9480)  loss_bbox: 0.1427 (0.1543)  loss_bbox_aux_0: 0.1525 (0.1670)  loss_bbox_aux_1: 0.1623 (0.1589)  loss_bbox_aux_2: 0.1486 (0.1565)  loss_bbox_aux_3: 0.1463 (0.1548)  loss_bbox_aux_4: 0.1437 (0.1543)  loss_bbox_aux_5: 0.1954 (0.2045)  loss_bbox_dn_0: 0.2436 (0.2692)  loss_bbox_dn_1: 0.1693 (0.1993)  loss_bbox_dn_2: 0.1479 (0.1790)  loss_bbox_dn_3: 0.1442 (0.1730)  loss_bbox_dn_4: 0.1458 (0.1716)  loss_bbox_dn_5: 0.1458 (0.1716)  loss_giou: 0.5194 (0.4783)  loss_giou_aux_0: 0.5546 (0.5018)  loss_giou_aux_1: 0.5271 (0.4874)  loss_giou_aux_2: 0.5182 (0.4827)  loss_giou_aux_3: 0.5139 (0.4794)  loss_giou_aux_4: 0.5194 (0.4785)  loss_giou_aux_5: 0.6055 (0.5677)  loss_giou_dn_0: 0.5976 (0.5849)  loss_giou_dn_1: 0.5100 (0.4785)  loss_giou_dn_2: 0.4851 (0.4487)  loss_giou_dn_3: 0.4760 (0.4406)  loss_giou_dn_4: 0.4731 (0.4386)  loss_giou_dn_5: 0.4730 (0.4387)  loss_vfl: 0.6571 (0.6763)  loss_vfl_aux_0: 0.7833 (0.7797)  loss_vfl_aux_1: 0.7243 (0.7318)  loss_vfl_aux_2: 0.7028 (0.7023)  loss_vfl_aux_3: 0.6740 (0.6878)  loss_vfl_aux_4: 0.6743 (0.6800)  loss_vfl_aux_5: 0.7324 (0.7627)  loss_vfl_dn_0: 0.4505 (0.4541)  loss_vfl_dn_1: 0.3896 (0.3889)  loss_vfl_dn_2: 0.3729 (0.3732)  loss_vfl_dn_3: 0.3637 (0.3658)  loss_vfl_dn_4: 0.3624 (0.3633)  loss_vfl_dn_5: 0.3624 (0.3625)  time: 0.4820  data: 0.0139  max mem: 5654
Epoch: [40]  [3700/7393]  eta: 0:29:49  lr: 0.000010  loss: 15.8167 (15.9453)  loss_bbox: 0.1354 (0.1543)  loss_bbox_aux_0: 0.1399 (0.1671)  loss_bbox_aux_1: 0.1413 (0.1590)  loss_bbox_aux_2: 0.1367 (0.1565)  loss_bbox_aux_3: 0.1385 (0.1548)  loss_bbox_aux_4: 0.1354 (0.1542)  loss_bbox_aux_5: 0.1762 (0.2045)  loss_bbox_dn_0: 0.2539 (0.2693)  loss_bbox_dn_1: 0.1902 (0.1993)  loss_bbox_dn_2: 0.1687 (0.1790)  loss_bbox_dn_3: 0.1551 (0.1730)  loss_bbox_dn_4: 0.1505 (0.1716)  loss_bbox_dn_5: 0.1504 (0.1716)  loss_giou: 0.4690 (0.4779)  loss_giou_aux_0: 0.4806 (0.5015)  loss_giou_aux_1: 0.4697 (0.4870)  loss_giou_aux_2: 0.4748 (0.4823)  loss_giou_aux_3: 0.4780 (0.4790)  loss_giou_aux_4: 0.4690 (0.4781)  loss_giou_aux_5: 0.5578 (0.5673)  loss_giou_dn_0: 0.5719 (0.5846)  loss_giou_dn_1: 0.4648 (0.4783)  loss_giou_dn_2: 0.4365 (0.4485)  loss_giou_dn_3: 0.4298 (0.4403)  loss_giou_dn_4: 0.4288 (0.4383)  loss_giou_dn_5: 0.4287 (0.4385)  loss_vfl: 0.6564 (0.6765)  loss_vfl_aux_0: 0.7819 (0.7799)  loss_vfl_aux_1: 0.7123 (0.7321)  loss_vfl_aux_2: 0.6782 (0.7025)  loss_vfl_aux_3: 0.6678 (0.6880)  loss_vfl_aux_4: 0.6739 (0.6803)  loss_vfl_aux_5: 0.7681 (0.7630)  loss_vfl_dn_0: 0.4504 (0.4540)  loss_vfl_dn_1: 0.3890 (0.3888)  loss_vfl_dn_2: 0.3716 (0.3731)  loss_vfl_dn_3: 0.3685 (0.3657)  loss_vfl_dn_4: 0.3669 (0.3632)  loss_vfl_dn_5: 0.3645 (0.3624)  time: 0.4968  data: 0.0140  max mem: 5654
Epoch: [40]  [3800/7393]  eta: 0:29:00  lr: 0.000010  loss: 15.8518 (15.9432)  loss_bbox: 0.1461 (0.1541)  loss_bbox_aux_0: 0.1665 (0.1670)  loss_bbox_aux_1: 0.1480 (0.1588)  loss_bbox_aux_2: 0.1457 (0.1564)  loss_bbox_aux_3: 0.1446 (0.1546)  loss_bbox_aux_4: 0.1462 (0.1541)  loss_bbox_aux_5: 0.2103 (0.2045)  loss_bbox_dn_0: 0.2605 (0.2695)  loss_bbox_dn_1: 0.1840 (0.1995)  loss_bbox_dn_2: 0.1704 (0.1791)  loss_bbox_dn_3: 0.1628 (0.1731)  loss_bbox_dn_4: 0.1593 (0.1717)  loss_bbox_dn_5: 0.1591 (0.1717)  loss_giou: 0.4763 (0.4775)  loss_giou_aux_0: 0.4891 (0.5010)  loss_giou_aux_1: 0.4741 (0.4866)  loss_giou_aux_2: 0.4732 (0.4819)  loss_giou_aux_3: 0.4782 (0.4786)  loss_giou_aux_4: 0.4673 (0.4777)  loss_giou_aux_5: 0.5566 (0.5669)  loss_giou_dn_0: 0.5936 (0.5844)  loss_giou_dn_1: 0.4975 (0.4781)  loss_giou_dn_2: 0.4583 (0.4483)  loss_giou_dn_3: 0.4396 (0.4402)  loss_giou_dn_4: 0.4392 (0.4382)  loss_giou_dn_5: 0.4391 (0.4383)  loss_vfl: 0.6580 (0.6768)  loss_vfl_aux_0: 0.7631 (0.7803)  loss_vfl_aux_1: 0.7233 (0.7324)  loss_vfl_aux_2: 0.6874 (0.7029)  loss_vfl_aux_3: 0.6786 (0.6883)  loss_vfl_aux_4: 0.6541 (0.6806)  loss_vfl_aux_5: 0.7561 (0.7632)  loss_vfl_dn_0: 0.4470 (0.4540)  loss_vfl_dn_1: 0.3887 (0.3888)  loss_vfl_dn_2: 0.3710 (0.3730)  loss_vfl_dn_3: 0.3645 (0.3657)  loss_vfl_dn_4: 0.3611 (0.3631)  loss_vfl_dn_5: 0.3606 (0.3623)  time: 0.4768  data: 0.0139  max mem: 5654
Epoch: [40]  [3900/7393]  eta: 0:28:11  lr: 0.000010  loss: 16.0443 (15.9533)  loss_bbox: 0.1461 (0.1544)  loss_bbox_aux_0: 0.1560 (0.1671)  loss_bbox_aux_1: 0.1453 (0.1590)  loss_bbox_aux_2: 0.1454 (0.1565)  loss_bbox_aux_3: 0.1480 (0.1548)  loss_bbox_aux_4: 0.1410 (0.1543)  loss_bbox_aux_5: 0.1984 (0.2047)  loss_bbox_dn_0: 0.2539 (0.2697)  loss_bbox_dn_1: 0.1736 (0.1996)  loss_bbox_dn_2: 0.1592 (0.1793)  loss_bbox_dn_3: 0.1558 (0.1733)  loss_bbox_dn_4: 0.1541 (0.1719)  loss_bbox_dn_5: 0.1541 (0.1719)  loss_giou: 0.4764 (0.4782)  loss_giou_aux_0: 0.4941 (0.5016)  loss_giou_aux_1: 0.4879 (0.4873)  loss_giou_aux_2: 0.4824 (0.4825)  loss_giou_aux_3: 0.4816 (0.4793)  loss_giou_aux_4: 0.4776 (0.4784)  loss_giou_aux_5: 0.5680 (0.5676)  loss_giou_dn_0: 0.5955 (0.5849)  loss_giou_dn_1: 0.4889 (0.4786)  loss_giou_dn_2: 0.4579 (0.4488)  loss_giou_dn_3: 0.4507 (0.4406)  loss_giou_dn_4: 0.4481 (0.4386)  loss_giou_dn_5: 0.4481 (0.4388)  loss_vfl: 0.6794 (0.6768)  loss_vfl_aux_0: 0.7638 (0.7803)  loss_vfl_aux_1: 0.7480 (0.7323)  loss_vfl_aux_2: 0.7043 (0.7029)  loss_vfl_aux_3: 0.6793 (0.6883)  loss_vfl_aux_4: 0.6828 (0.6806)  loss_vfl_aux_5: 0.7433 (0.7631)  loss_vfl_dn_0: 0.4569 (0.4540)  loss_vfl_dn_1: 0.3936 (0.3888)  loss_vfl_dn_2: 0.3775 (0.3731)  loss_vfl_dn_3: 0.3728 (0.3658)  loss_vfl_dn_4: 0.3715 (0.3632)  loss_vfl_dn_5: 0.3713 (0.3624)  time: 0.4862  data: 0.0140  max mem: 5654
Epoch: [40]  [4000/7393]  eta: 0:27:26  lr: 0.000010  loss: 16.1391 (15.9528)  loss_bbox: 0.1437 (0.1544)  loss_bbox_aux_0: 0.1627 (0.1673)  loss_bbox_aux_1: 0.1442 (0.1592)  loss_bbox_aux_2: 0.1450 (0.1567)  loss_bbox_aux_3: 0.1432 (0.1549)  loss_bbox_aux_4: 0.1364 (0.1544)  loss_bbox_aux_5: 0.2084 (0.2051)  loss_bbox_dn_0: 0.2637 (0.2703)  loss_bbox_dn_1: 0.1881 (0.2001)  loss_bbox_dn_2: 0.1686 (0.1797)  loss_bbox_dn_3: 0.1553 (0.1736)  loss_bbox_dn_4: 0.1510 (0.1722)  loss_bbox_dn_5: 0.1515 (0.1722)  loss_giou: 0.4766 (0.4776)  loss_giou_aux_0: 0.5084 (0.5011)  loss_giou_aux_1: 0.4873 (0.4867)  loss_giou_aux_2: 0.4823 (0.4819)  loss_giou_aux_3: 0.4847 (0.4787)  loss_giou_aux_4: 0.4753 (0.4778)  loss_giou_aux_5: 0.5733 (0.5671)  loss_giou_dn_0: 0.6006 (0.5845)  loss_giou_dn_1: 0.4915 (0.4782)  loss_giou_dn_2: 0.4568 (0.4484)  loss_giou_dn_3: 0.4477 (0.4402)  loss_giou_dn_4: 0.4445 (0.4382)  loss_giou_dn_5: 0.4444 (0.4384)  loss_vfl: 0.6639 (0.6771)  loss_vfl_aux_0: 0.7837 (0.7807)  loss_vfl_aux_1: 0.7456 (0.7329)  loss_vfl_aux_2: 0.6925 (0.7032)  loss_vfl_aux_3: 0.6735 (0.6886)  loss_vfl_aux_4: 0.6630 (0.6808)  loss_vfl_aux_5: 0.7716 (0.7633)  loss_vfl_dn_0: 0.4481 (0.4540)  loss_vfl_dn_1: 0.3871 (0.3888)  loss_vfl_dn_2: 0.3771 (0.3731)  loss_vfl_dn_3: 0.3739 (0.3657)  loss_vfl_dn_4: 0.3693 (0.3632)  loss_vfl_dn_5: 0.3660 (0.3624)  time: 0.4793  data: 0.0145  max mem: 5654
Epoch: [40]  [4100/7393]  eta: 0:26:37  lr: 0.000010  loss: 16.1491 (15.9608)  loss_bbox: 0.1675 (0.1546)  loss_bbox_aux_0: 0.1813 (0.1674)  loss_bbox_aux_1: 0.1701 (0.1593)  loss_bbox_aux_2: 0.1629 (0.1568)  loss_bbox_aux_3: 0.1680 (0.1551)  loss_bbox_aux_4: 0.1635 (0.1545)  loss_bbox_aux_5: 0.2129 (0.2052)  loss_bbox_dn_0: 0.2754 (0.2706)  loss_bbox_dn_1: 0.2038 (0.2004)  loss_bbox_dn_2: 0.1756 (0.1799)  loss_bbox_dn_3: 0.1685 (0.1738)  loss_bbox_dn_4: 0.1687 (0.1725)  loss_bbox_dn_5: 0.1688 (0.1725)  loss_giou: 0.4659 (0.4779)  loss_giou_aux_0: 0.4896 (0.5015)  loss_giou_aux_1: 0.4765 (0.4870)  loss_giou_aux_2: 0.4677 (0.4823)  loss_giou_aux_3: 0.4633 (0.4790)  loss_giou_aux_4: 0.4692 (0.4781)  loss_giou_aux_5: 0.5726 (0.5675)  loss_giou_dn_0: 0.5582 (0.5848)  loss_giou_dn_1: 0.4752 (0.4785)  loss_giou_dn_2: 0.4462 (0.4487)  loss_giou_dn_3: 0.4376 (0.4405)  loss_giou_dn_4: 0.4351 (0.4385)  loss_giou_dn_5: 0.4354 (0.4386)  loss_vfl: 0.6856 (0.6773)  loss_vfl_aux_0: 0.7669 (0.7809)  loss_vfl_aux_1: 0.7289 (0.7330)  loss_vfl_aux_2: 0.7006 (0.7035)  loss_vfl_aux_3: 0.7100 (0.6888)  loss_vfl_aux_4: 0.6978 (0.6810)  loss_vfl_aux_5: 0.7622 (0.7634)  loss_vfl_dn_0: 0.4544 (0.4540)  loss_vfl_dn_1: 0.3891 (0.3889)  loss_vfl_dn_2: 0.3758 (0.3731)  loss_vfl_dn_3: 0.3694 (0.3658)  loss_vfl_dn_4: 0.3660 (0.3632)  loss_vfl_dn_5: 0.3659 (0.3625)  time: 0.4776  data: 0.0140  max mem: 5654
Epoch: [40]  [4200/7393]  eta: 0:25:48  lr: 0.000010  loss: 15.9801 (15.9639)  loss_bbox: 0.1553 (0.1547)  loss_bbox_aux_0: 0.1665 (0.1676)  loss_bbox_aux_1: 0.1643 (0.1594)  loss_bbox_aux_2: 0.1618 (0.1569)  loss_bbox_aux_3: 0.1631 (0.1552)  loss_bbox_aux_4: 0.1550 (0.1546)  loss_bbox_aux_5: 0.1982 (0.2053)  loss_bbox_dn_0: 0.2677 (0.2708)  loss_bbox_dn_1: 0.1948 (0.2005)  loss_bbox_dn_2: 0.1863 (0.1800)  loss_bbox_dn_3: 0.1838 (0.1740)  loss_bbox_dn_4: 0.1831 (0.1726)  loss_bbox_dn_5: 0.1831 (0.1726)  loss_giou: 0.4407 (0.4781)  loss_giou_aux_0: 0.4698 (0.5017)  loss_giou_aux_1: 0.4504 (0.4872)  loss_giou_aux_2: 0.4435 (0.4824)  loss_giou_aux_3: 0.4451 (0.4792)  loss_giou_aux_4: 0.4437 (0.4782)  loss_giou_aux_5: 0.5379 (0.5676)  loss_giou_dn_0: 0.5831 (0.5850)  loss_giou_dn_1: 0.4770 (0.4786)  loss_giou_dn_2: 0.4449 (0.4487)  loss_giou_dn_3: 0.4365 (0.4405)  loss_giou_dn_4: 0.4356 (0.4385)  loss_giou_dn_5: 0.4360 (0.4387)  loss_vfl: 0.7405 (0.6774)  loss_vfl_aux_0: 0.8174 (0.7807)  loss_vfl_aux_1: 0.7921 (0.7330)  loss_vfl_aux_2: 0.7424 (0.7035)  loss_vfl_aux_3: 0.7193 (0.6888)  loss_vfl_aux_4: 0.7370 (0.6811)  loss_vfl_aux_5: 0.7775 (0.7634)  loss_vfl_dn_0: 0.4493 (0.4540)  loss_vfl_dn_1: 0.3851 (0.3888)  loss_vfl_dn_2: 0.3728 (0.3731)  loss_vfl_dn_3: 0.3657 (0.3657)  loss_vfl_dn_4: 0.3655 (0.3632)  loss_vfl_dn_5: 0.3626 (0.3624)  time: 0.4879  data: 0.0142  max mem: 5654
Epoch: [40]  [4300/7393]  eta: 0:24:59  lr: 0.000010  loss: 15.3621 (15.9593)  loss_bbox: 0.1268 (0.1547)  loss_bbox_aux_0: 0.1488 (0.1676)  loss_bbox_aux_1: 0.1353 (0.1594)  loss_bbox_aux_2: 0.1328 (0.1569)  loss_bbox_aux_3: 0.1276 (0.1552)  loss_bbox_aux_4: 0.1268 (0.1546)  loss_bbox_aux_5: 0.1782 (0.2053)  loss_bbox_dn_0: 0.2508 (0.2708)  loss_bbox_dn_1: 0.1952 (0.2005)  loss_bbox_dn_2: 0.1662 (0.1800)  loss_bbox_dn_3: 0.1575 (0.1739)  loss_bbox_dn_4: 0.1568 (0.1726)  loss_bbox_dn_5: 0.1570 (0.1726)  loss_giou: 0.4337 (0.4779)  loss_giou_aux_0: 0.4481 (0.5014)  loss_giou_aux_1: 0.4395 (0.4869)  loss_giou_aux_2: 0.4355 (0.4822)  loss_giou_aux_3: 0.4316 (0.4789)  loss_giou_aux_4: 0.4361 (0.4780)  loss_giou_aux_5: 0.5341 (0.5674)  loss_giou_dn_0: 0.5455 (0.5847)  loss_giou_dn_1: 0.4374 (0.4784)  loss_giou_dn_2: 0.4124 (0.4485)  loss_giou_dn_3: 0.4057 (0.4403)  loss_giou_dn_4: 0.4022 (0.4383)  loss_giou_dn_5: 0.4022 (0.4385)  loss_vfl: 0.6691 (0.6773)  loss_vfl_aux_0: 0.7735 (0.7805)  loss_vfl_aux_1: 0.7178 (0.7329)  loss_vfl_aux_2: 0.6919 (0.7034)  loss_vfl_aux_3: 0.6893 (0.6887)  loss_vfl_aux_4: 0.6762 (0.6810)  loss_vfl_aux_5: 0.7409 (0.7633)  loss_vfl_dn_0: 0.4502 (0.4539)  loss_vfl_dn_1: 0.3830 (0.3888)  loss_vfl_dn_2: 0.3674 (0.3731)  loss_vfl_dn_3: 0.3608 (0.3657)  loss_vfl_dn_4: 0.3537 (0.3631)  loss_vfl_dn_5: 0.3527 (0.3624)  time: 0.4829  data: 0.0138  max mem: 5654
Epoch: [40]  [4400/7393]  eta: 0:24:10  lr: 0.000010  loss: 15.1279 (15.9539)  loss_bbox: 0.1331 (0.1547)  loss_bbox_aux_0: 0.1544 (0.1676)  loss_bbox_aux_1: 0.1408 (0.1594)  loss_bbox_aux_2: 0.1369 (0.1569)  loss_bbox_aux_3: 0.1335 (0.1551)  loss_bbox_aux_4: 0.1317 (0.1545)  loss_bbox_aux_5: 0.1819 (0.2054)  loss_bbox_dn_0: 0.2282 (0.2708)  loss_bbox_dn_1: 0.1634 (0.2004)  loss_bbox_dn_2: 0.1432 (0.1800)  loss_bbox_dn_3: 0.1411 (0.1739)  loss_bbox_dn_4: 0.1404 (0.1725)  loss_bbox_dn_5: 0.1403 (0.1725)  loss_giou: 0.4476 (0.4775)  loss_giou_aux_0: 0.4602 (0.5010)  loss_giou_aux_1: 0.4438 (0.4865)  loss_giou_aux_2: 0.4505 (0.4818)  loss_giou_aux_3: 0.4399 (0.4785)  loss_giou_aux_4: 0.4525 (0.4776)  loss_giou_aux_5: 0.5123 (0.5670)  loss_giou_dn_0: 0.5451 (0.5844)  loss_giou_dn_1: 0.4436 (0.4780)  loss_giou_dn_2: 0.4037 (0.4482)  loss_giou_dn_3: 0.3945 (0.4400)  loss_giou_dn_4: 0.3950 (0.4380)  loss_giou_dn_5: 0.3956 (0.4381)  loss_vfl: 0.6314 (0.6772)  loss_vfl_aux_0: 0.7368 (0.7805)  loss_vfl_aux_1: 0.6889 (0.7328)  loss_vfl_aux_2: 0.6589 (0.7034)  loss_vfl_aux_3: 0.6466 (0.6888)  loss_vfl_aux_4: 0.6405 (0.6810)  loss_vfl_aux_5: 0.7410 (0.7634)  loss_vfl_dn_0: 0.4448 (0.4539)  loss_vfl_dn_1: 0.3760 (0.3887)  loss_vfl_dn_2: 0.3588 (0.3730)  loss_vfl_dn_3: 0.3508 (0.3656)  loss_vfl_dn_4: 0.3490 (0.3631)  loss_vfl_dn_5: 0.3485 (0.3623)  time: 0.4879  data: 0.0144  max mem: 5654
Epoch: [40]  [4500/7393]  eta: 0:23:22  lr: 0.000010  loss: 15.9106 (15.9532)  loss_bbox: 0.1628 (0.1546)  loss_bbox_aux_0: 0.1721 (0.1677)  loss_bbox_aux_1: 0.1618 (0.1594)  loss_bbox_aux_2: 0.1620 (0.1569)  loss_bbox_aux_3: 0.1582 (0.1551)  loss_bbox_aux_4: 0.1630 (0.1545)  loss_bbox_aux_5: 0.1937 (0.2054)  loss_bbox_dn_0: 0.2536 (0.2706)  loss_bbox_dn_1: 0.1818 (0.2003)  loss_bbox_dn_2: 0.1643 (0.1799)  loss_bbox_dn_3: 0.1565 (0.1738)  loss_bbox_dn_4: 0.1584 (0.1724)  loss_bbox_dn_5: 0.1583 (0.1724)  loss_giou: 0.4717 (0.4775)  loss_giou_aux_0: 0.4911 (0.5012)  loss_giou_aux_1: 0.4804 (0.4866)  loss_giou_aux_2: 0.4778 (0.4818)  loss_giou_aux_3: 0.4780 (0.4786)  loss_giou_aux_4: 0.4778 (0.4777)  loss_giou_aux_5: 0.5427 (0.5671)  loss_giou_dn_0: 0.5832 (0.5844)  loss_giou_dn_1: 0.4689 (0.4781)  loss_giou_dn_2: 0.4401 (0.4482)  loss_giou_dn_3: 0.4340 (0.4400)  loss_giou_dn_4: 0.4344 (0.4380)  loss_giou_dn_5: 0.4347 (0.4381)  loss_vfl: 0.6587 (0.6772)  loss_vfl_aux_0: 0.7475 (0.7803)  loss_vfl_aux_1: 0.7009 (0.7327)  loss_vfl_aux_2: 0.6695 (0.7033)  loss_vfl_aux_3: 0.6601 (0.6887)  loss_vfl_aux_4: 0.6568 (0.6809)  loss_vfl_aux_5: 0.7056 (0.7633)  loss_vfl_dn_0: 0.4502 (0.4538)  loss_vfl_dn_1: 0.3879 (0.3887)  loss_vfl_dn_2: 0.3704 (0.3730)  loss_vfl_dn_3: 0.3631 (0.3656)  loss_vfl_dn_4: 0.3598 (0.3631)  loss_vfl_dn_5: 0.3591 (0.3623)  time: 0.4807  data: 0.0140  max mem: 5654
Epoch: [40]  [4600/7393]  eta: 0:22:33  lr: 0.000010  loss: 15.5059 (15.9499)  loss_bbox: 0.1295 (0.1546)  loss_bbox_aux_0: 0.1572 (0.1677)  loss_bbox_aux_1: 0.1411 (0.1593)  loss_bbox_aux_2: 0.1344 (0.1568)  loss_bbox_aux_3: 0.1353 (0.1550)  loss_bbox_aux_4: 0.1339 (0.1545)  loss_bbox_aux_5: 0.1897 (0.2054)  loss_bbox_dn_0: 0.2451 (0.2706)  loss_bbox_dn_1: 0.1755 (0.2003)  loss_bbox_dn_2: 0.1604 (0.1798)  loss_bbox_dn_3: 0.1556 (0.1738)  loss_bbox_dn_4: 0.1548 (0.1724)  loss_bbox_dn_5: 0.1549 (0.1724)  loss_giou: 0.4528 (0.4770)  loss_giou_aux_0: 0.4810 (0.5008)  loss_giou_aux_1: 0.4567 (0.4862)  loss_giou_aux_2: 0.4563 (0.4814)  loss_giou_aux_3: 0.4547 (0.4781)  loss_giou_aux_4: 0.4528 (0.4772)  loss_giou_aux_5: 0.5227 (0.5667)  loss_giou_dn_0: 0.5643 (0.5841)  loss_giou_dn_1: 0.4615 (0.4777)  loss_giou_dn_2: 0.4372 (0.4479)  loss_giou_dn_3: 0.4293 (0.4396)  loss_giou_dn_4: 0.4262 (0.4376)  loss_giou_dn_5: 0.4272 (0.4378)  loss_vfl: 0.6604 (0.6776)  loss_vfl_aux_0: 0.7672 (0.7806)  loss_vfl_aux_1: 0.7334 (0.7332)  loss_vfl_aux_2: 0.6912 (0.7036)  loss_vfl_aux_3: 0.6831 (0.6891)  loss_vfl_aux_4: 0.6760 (0.6812)  loss_vfl_aux_5: 0.7517 (0.7634)  loss_vfl_dn_0: 0.4527 (0.4539)  loss_vfl_dn_1: 0.3870 (0.3887)  loss_vfl_dn_2: 0.3762 (0.3730)  loss_vfl_dn_3: 0.3662 (0.3656)  loss_vfl_dn_4: 0.3638 (0.3630)  loss_vfl_dn_5: 0.3625 (0.3623)  time: 0.4835  data: 0.0143  max mem: 5654
Epoch: [40]  [4700/7393]  eta: 0:21:44  lr: 0.000010  loss: 16.0213 (15.9484)  loss_bbox: 0.1559 (0.1545)  loss_bbox_aux_0: 0.1709 (0.1676)  loss_bbox_aux_1: 0.1575 (0.1592)  loss_bbox_aux_2: 0.1564 (0.1568)  loss_bbox_aux_3: 0.1571 (0.1550)  loss_bbox_aux_4: 0.1562 (0.1544)  loss_bbox_aux_5: 0.2113 (0.2053)  loss_bbox_dn_0: 0.3063 (0.2706)  loss_bbox_dn_1: 0.2211 (0.2003)  loss_bbox_dn_2: 0.1946 (0.1798)  loss_bbox_dn_3: 0.1826 (0.1738)  loss_bbox_dn_4: 0.1800 (0.1724)  loss_bbox_dn_5: 0.1801 (0.1724)  loss_giou: 0.4150 (0.4767)  loss_giou_aux_0: 0.4458 (0.5005)  loss_giou_aux_1: 0.4281 (0.4859)  loss_giou_aux_2: 0.4262 (0.4811)  loss_giou_aux_3: 0.4168 (0.4778)  loss_giou_aux_4: 0.4146 (0.4769)  loss_giou_aux_5: 0.5322 (0.5664)  loss_giou_dn_0: 0.5776 (0.5841)  loss_giou_dn_1: 0.4686 (0.4776)  loss_giou_dn_2: 0.4294 (0.4478)  loss_giou_dn_3: 0.4180 (0.4395)  loss_giou_dn_4: 0.4198 (0.4375)  loss_giou_dn_5: 0.4197 (0.4377)  loss_vfl: 0.6863 (0.6778)  loss_vfl_aux_0: 0.7838 (0.7808)  loss_vfl_aux_1: 0.7438 (0.7335)  loss_vfl_aux_2: 0.7165 (0.7039)  loss_vfl_aux_3: 0.6880 (0.6893)  loss_vfl_aux_4: 0.6854 (0.6814)  loss_vfl_aux_5: 0.7578 (0.7635)  loss_vfl_dn_0: 0.4558 (0.4539)  loss_vfl_dn_1: 0.3911 (0.3887)  loss_vfl_dn_2: 0.3751 (0.3730)  loss_vfl_dn_3: 0.3666 (0.3656)  loss_vfl_dn_4: 0.3638 (0.3631)  loss_vfl_dn_5: 0.3656 (0.3623)  time: 0.4839  data: 0.0145  max mem: 5654
Epoch: [40]  [4800/7393]  eta: 0:20:56  lr: 0.000010  loss: 16.0324 (15.9491)  loss_bbox: 0.1449 (0.1545)  loss_bbox_aux_0: 0.1524 (0.1676)  loss_bbox_aux_1: 0.1391 (0.1592)  loss_bbox_aux_2: 0.1339 (0.1567)  loss_bbox_aux_3: 0.1458 (0.1549)  loss_bbox_aux_4: 0.1458 (0.1544)  loss_bbox_aux_5: 0.1932 (0.2053)  loss_bbox_dn_0: 0.2694 (0.2705)  loss_bbox_dn_1: 0.1851 (0.2001)  loss_bbox_dn_2: 0.1676 (0.1797)  loss_bbox_dn_3: 0.1637 (0.1736)  loss_bbox_dn_4: 0.1605 (0.1722)  loss_bbox_dn_5: 0.1604 (0.1722)  loss_giou: 0.4779 (0.4770)  loss_giou_aux_0: 0.4976 (0.5008)  loss_giou_aux_1: 0.5013 (0.4862)  loss_giou_aux_2: 0.4794 (0.4814)  loss_giou_aux_3: 0.4774 (0.4781)  loss_giou_aux_4: 0.4766 (0.4772)  loss_giou_aux_5: 0.5741 (0.5667)  loss_giou_dn_0: 0.5725 (0.5842)  loss_giou_dn_1: 0.4748 (0.4778)  loss_giou_dn_2: 0.4511 (0.4479)  loss_giou_dn_3: 0.4429 (0.4397)  loss_giou_dn_4: 0.4412 (0.4377)  loss_giou_dn_5: 0.4414 (0.4378)  loss_vfl: 0.6481 (0.6776)  loss_vfl_aux_0: 0.7381 (0.7806)  loss_vfl_aux_1: 0.7026 (0.7334)  loss_vfl_aux_2: 0.6794 (0.7038)  loss_vfl_aux_3: 0.6684 (0.6891)  loss_vfl_aux_4: 0.6544 (0.6812)  loss_vfl_aux_5: 0.7299 (0.7634)  loss_vfl_dn_0: 0.4558 (0.4539)  loss_vfl_dn_1: 0.3920 (0.3887)  loss_vfl_dn_2: 0.3729 (0.3730)  loss_vfl_dn_3: 0.3649 (0.3656)  loss_vfl_dn_4: 0.3626 (0.3631)  loss_vfl_dn_5: 0.3620 (0.3623)  time: 0.4760  data: 0.0144  max mem: 5654
Epoch: [40]  [4900/7393]  eta: 0:20:07  lr: 0.000010  loss: 16.1101 (15.9525)  loss_bbox: 0.1554 (0.1545)  loss_bbox_aux_0: 0.1732 (0.1676)  loss_bbox_aux_1: 0.1495 (0.1592)  loss_bbox_aux_2: 0.1559 (0.1568)  loss_bbox_aux_3: 0.1538 (0.1550)  loss_bbox_aux_4: 0.1530 (0.1544)  loss_bbox_aux_5: 0.1957 (0.2053)  loss_bbox_dn_0: 0.2739 (0.2705)  loss_bbox_dn_1: 0.2112 (0.2002)  loss_bbox_dn_2: 0.1832 (0.1797)  loss_bbox_dn_3: 0.1739 (0.1736)  loss_bbox_dn_4: 0.1728 (0.1722)  loss_bbox_dn_5: 0.1730 (0.1723)  loss_giou: 0.4805 (0.4772)  loss_giou_aux_0: 0.4802 (0.5010)  loss_giou_aux_1: 0.4701 (0.4863)  loss_giou_aux_2: 0.4795 (0.4816)  loss_giou_aux_3: 0.4819 (0.4783)  loss_giou_aux_4: 0.4740 (0.4774)  loss_giou_aux_5: 0.5538 (0.5669)  loss_giou_dn_0: 0.5748 (0.5844)  loss_giou_dn_1: 0.4671 (0.4779)  loss_giou_dn_2: 0.4352 (0.4480)  loss_giou_dn_3: 0.4254 (0.4398)  loss_giou_dn_4: 0.4211 (0.4378)  loss_giou_dn_5: 0.4214 (0.4379)  loss_vfl: 0.7099 (0.6777)  loss_vfl_aux_0: 0.8210 (0.7808)  loss_vfl_aux_1: 0.7853 (0.7337)  loss_vfl_aux_2: 0.7414 (0.7039)  loss_vfl_aux_3: 0.7028 (0.6892)  loss_vfl_aux_4: 0.7126 (0.6813)  loss_vfl_aux_5: 0.8063 (0.7635)  loss_vfl_dn_0: 0.4448 (0.4538)  loss_vfl_dn_1: 0.3905 (0.3887)  loss_vfl_dn_2: 0.3742 (0.3730)  loss_vfl_dn_3: 0.3686 (0.3656)  loss_vfl_dn_4: 0.3641 (0.3631)  loss_vfl_dn_5: 0.3649 (0.3623)  time: 0.4698  data: 0.0137  max mem: 5654
Epoch: [40]  [5000/7393]  eta: 0:19:18  lr: 0.000010  loss: 16.0137 (15.9559)  loss_bbox: 0.1543 (0.1545)  loss_bbox_aux_0: 0.1712 (0.1677)  loss_bbox_aux_1: 0.1524 (0.1592)  loss_bbox_aux_2: 0.1535 (0.1567)  loss_bbox_aux_3: 0.1594 (0.1549)  loss_bbox_aux_4: 0.1543 (0.1543)  loss_bbox_aux_5: 0.2137 (0.2052)  loss_bbox_dn_0: 0.2882 (0.2705)  loss_bbox_dn_1: 0.2225 (0.2001)  loss_bbox_dn_2: 0.2019 (0.1797)  loss_bbox_dn_3: 0.1923 (0.1736)  loss_bbox_dn_4: 0.1913 (0.1722)  loss_bbox_dn_5: 0.1917 (0.1722)  loss_giou: 0.4631 (0.4774)  loss_giou_aux_0: 0.4602 (0.5012)  loss_giou_aux_1: 0.4687 (0.4865)  loss_giou_aux_2: 0.4706 (0.4818)  loss_giou_aux_3: 0.4679 (0.4784)  loss_giou_aux_4: 0.4629 (0.4776)  loss_giou_aux_5: 0.5318 (0.5670)  loss_giou_dn_0: 0.5788 (0.5846)  loss_giou_dn_1: 0.4809 (0.4781)  loss_giou_dn_2: 0.4508 (0.4482)  loss_giou_dn_3: 0.4434 (0.4400)  loss_giou_dn_4: 0.4421 (0.4380)  loss_giou_dn_5: 0.4420 (0.4381)  loss_vfl: 0.7146 (0.6779)  loss_vfl_aux_0: 0.8105 (0.7809)  loss_vfl_aux_1: 0.7726 (0.7339)  loss_vfl_aux_2: 0.7248 (0.7040)  loss_vfl_aux_3: 0.7045 (0.6893)  loss_vfl_aux_4: 0.7184 (0.6815)  loss_vfl_aux_5: 0.7784 (0.7636)  loss_vfl_dn_0: 0.4565 (0.4539)  loss_vfl_dn_1: 0.3941 (0.3888)  loss_vfl_dn_2: 0.3801 (0.3731)  loss_vfl_dn_3: 0.3723 (0.3657)  loss_vfl_dn_4: 0.3695 (0.3632)  loss_vfl_dn_5: 0.3665 (0.3624)  time: 0.4661  data: 0.0143  max mem: 5654
Epoch: [40]  [5100/7393]  eta: 0:18:29  lr: 0.000010  loss: 15.8684 (15.9580)  loss_bbox: 0.1443 (0.1545)  loss_bbox_aux_0: 0.1677 (0.1677)  loss_bbox_aux_1: 0.1532 (0.1592)  loss_bbox_aux_2: 0.1454 (0.1568)  loss_bbox_aux_3: 0.1463 (0.1549)  loss_bbox_aux_4: 0.1445 (0.1544)  loss_bbox_aux_5: 0.2144 (0.2053)  loss_bbox_dn_0: 0.2657 (0.2707)  loss_bbox_dn_1: 0.1800 (0.2003)  loss_bbox_dn_2: 0.1584 (0.1798)  loss_bbox_dn_3: 0.1577 (0.1738)  loss_bbox_dn_4: 0.1587 (0.1724)  loss_bbox_dn_5: 0.1587 (0.1724)  loss_giou: 0.4610 (0.4774)  loss_giou_aux_0: 0.4840 (0.5012)  loss_giou_aux_1: 0.4648 (0.4866)  loss_giou_aux_2: 0.4540 (0.4818)  loss_giou_aux_3: 0.4571 (0.4784)  loss_giou_aux_4: 0.4569 (0.4775)  loss_giou_aux_5: 0.5452 (0.5671)  loss_giou_dn_0: 0.5827 (0.5847)  loss_giou_dn_1: 0.4798 (0.4782)  loss_giou_dn_2: 0.4456 (0.4483)  loss_giou_dn_3: 0.4386 (0.4401)  loss_giou_dn_4: 0.4366 (0.4381)  loss_giou_dn_5: 0.4367 (0.4382)  loss_vfl: 0.6619 (0.6778)  loss_vfl_aux_0: 0.7766 (0.7810)  loss_vfl_aux_1: 0.7177 (0.7338)  loss_vfl_aux_2: 0.6951 (0.7040)  loss_vfl_aux_3: 0.6868 (0.6894)  loss_vfl_aux_4: 0.6686 (0.6815)  loss_vfl_aux_5: 0.7545 (0.7635)  loss_vfl_dn_0: 0.4493 (0.4539)  loss_vfl_dn_1: 0.3930 (0.3888)  loss_vfl_dn_2: 0.3736 (0.3731)  loss_vfl_dn_3: 0.3665 (0.3657)  loss_vfl_dn_4: 0.3635 (0.3632)  loss_vfl_dn_5: 0.3619 (0.3624)  time: 0.4723  data: 0.0135  max mem: 5654
Epoch: [40]  [5200/7393]  eta: 0:17:41  lr: 0.000010  loss: 15.3341 (15.9542)  loss_bbox: 0.1436 (0.1544)  loss_bbox_aux_0: 0.1806 (0.1677)  loss_bbox_aux_1: 0.1611 (0.1592)  loss_bbox_aux_2: 0.1583 (0.1568)  loss_bbox_aux_3: 0.1554 (0.1549)  loss_bbox_aux_4: 0.1436 (0.1543)  loss_bbox_aux_5: 0.2187 (0.2053)  loss_bbox_dn_0: 0.3078 (0.2707)  loss_bbox_dn_1: 0.2190 (0.2003)  loss_bbox_dn_2: 0.1882 (0.1798)  loss_bbox_dn_3: 0.1860 (0.1737)  loss_bbox_dn_4: 0.1869 (0.1723)  loss_bbox_dn_5: 0.1868 (0.1723)  loss_giou: 0.4078 (0.4771)  loss_giou_aux_0: 0.4298 (0.5009)  loss_giou_aux_1: 0.4010 (0.4863)  loss_giou_aux_2: 0.4110 (0.4815)  loss_giou_aux_3: 0.4128 (0.4782)  loss_giou_aux_4: 0.4077 (0.4773)  loss_giou_aux_5: 0.5042 (0.5668)  loss_giou_dn_0: 0.5278 (0.5845)  loss_giou_dn_1: 0.4267 (0.4780)  loss_giou_dn_2: 0.3979 (0.4481)  loss_giou_dn_3: 0.3900 (0.4399)  loss_giou_dn_4: 0.3873 (0.4378)  loss_giou_dn_5: 0.3872 (0.4380)  loss_vfl: 0.6866 (0.6778)  loss_vfl_aux_0: 0.8091 (0.7810)  loss_vfl_aux_1: 0.7580 (0.7338)  loss_vfl_aux_2: 0.7136 (0.7039)  loss_vfl_aux_3: 0.6842 (0.6894)  loss_vfl_aux_4: 0.6903 (0.6814)  loss_vfl_aux_5: 0.7708 (0.7636)  loss_vfl_dn_0: 0.4474 (0.4539)  loss_vfl_dn_1: 0.3796 (0.3888)  loss_vfl_dn_2: 0.3643 (0.3731)  loss_vfl_dn_3: 0.3546 (0.3657)  loss_vfl_dn_4: 0.3515 (0.3631)  loss_vfl_dn_5: 0.3517 (0.3624)  time: 0.4670  data: 0.0139  max mem: 5654
Epoch: [40]  [5300/7393]  eta: 0:16:52  lr: 0.000010  loss: 16.5143 (15.9544)  loss_bbox: 0.1528 (0.1545)  loss_bbox_aux_0: 0.1664 (0.1678)  loss_bbox_aux_1: 0.1512 (0.1593)  loss_bbox_aux_2: 0.1543 (0.1568)  loss_bbox_aux_3: 0.1533 (0.1549)  loss_bbox_aux_4: 0.1579 (0.1544)  loss_bbox_aux_5: 0.1931 (0.2053)  loss_bbox_dn_0: 0.2664 (0.2706)  loss_bbox_dn_1: 0.1998 (0.2003)  loss_bbox_dn_2: 0.1771 (0.1798)  loss_bbox_dn_3: 0.1671 (0.1737)  loss_bbox_dn_4: 0.1653 (0.1723)  loss_bbox_dn_5: 0.1654 (0.1723)  loss_giou: 0.4396 (0.4772)  loss_giou_aux_0: 0.4834 (0.5010)  loss_giou_aux_1: 0.4566 (0.4864)  loss_giou_aux_2: 0.4487 (0.4816)  loss_giou_aux_3: 0.4414 (0.4783)  loss_giou_aux_4: 0.4396 (0.4774)  loss_giou_aux_5: 0.5538 (0.5669)  loss_giou_dn_0: 0.5794 (0.5845)  loss_giou_dn_1: 0.4674 (0.4780)  loss_giou_dn_2: 0.4324 (0.4481)  loss_giou_dn_3: 0.4298 (0.4399)  loss_giou_dn_4: 0.4288 (0.4379)  loss_giou_dn_5: 0.4288 (0.4380)  loss_vfl: 0.6728 (0.6777)  loss_vfl_aux_0: 0.7747 (0.7809)  loss_vfl_aux_1: 0.7292 (0.7337)  loss_vfl_aux_2: 0.6723 (0.7038)  loss_vfl_aux_3: 0.6961 (0.6892)  loss_vfl_aux_4: 0.6765 (0.6813)  loss_vfl_aux_5: 0.7506 (0.7635)  loss_vfl_dn_0: 0.4543 (0.4539)  loss_vfl_dn_1: 0.3877 (0.3888)  loss_vfl_dn_2: 0.3694 (0.3731)  loss_vfl_dn_3: 0.3604 (0.3657)  loss_vfl_dn_4: 0.3598 (0.3632)  loss_vfl_dn_5: 0.3599 (0.3624)  time: 0.4824  data: 0.0141  max mem: 5654
Epoch: [40]  [5400/7393]  eta: 0:16:06  lr: 0.000010  loss: 15.8676 (15.9502)  loss_bbox: 0.1647 (0.1545)  loss_bbox_aux_0: 0.1797 (0.1678)  loss_bbox_aux_1: 0.1715 (0.1593)  loss_bbox_aux_2: 0.1724 (0.1568)  loss_bbox_aux_3: 0.1688 (0.1550)  loss_bbox_aux_4: 0.1675 (0.1544)  loss_bbox_aux_5: 0.2107 (0.2054)  loss_bbox_dn_0: 0.2607 (0.2708)  loss_bbox_dn_1: 0.1918 (0.2004)  loss_bbox_dn_2: 0.1795 (0.1799)  loss_bbox_dn_3: 0.1751 (0.1738)  loss_bbox_dn_4: 0.1757 (0.1724)  loss_bbox_dn_5: 0.1758 (0.1724)  loss_giou: 0.4189 (0.4768)  loss_giou_aux_0: 0.4491 (0.5006)  loss_giou_aux_1: 0.4403 (0.4860)  loss_giou_aux_2: 0.4395 (0.4812)  loss_giou_aux_3: 0.4202 (0.4779)  loss_giou_aux_4: 0.4189 (0.4770)  loss_giou_aux_5: 0.5218 (0.5665)  loss_giou_dn_0: 0.5526 (0.5843)  loss_giou_dn_1: 0.4547 (0.4777)  loss_giou_dn_2: 0.4240 (0.4478)  loss_giou_dn_3: 0.4163 (0.4396)  loss_giou_dn_4: 0.4170 (0.4376)  loss_giou_dn_5: 0.4174 (0.4377)  loss_vfl: 0.6930 (0.6775)  loss_vfl_aux_0: 0.8367 (0.7811)  loss_vfl_aux_1: 0.7574 (0.7337)  loss_vfl_aux_2: 0.7241 (0.7037)  loss_vfl_aux_3: 0.7174 (0.6890)  loss_vfl_aux_4: 0.6865 (0.6811)  loss_vfl_aux_5: 0.7919 (0.7637)  loss_vfl_dn_0: 0.4524 (0.4539)  loss_vfl_dn_1: 0.3868 (0.3887)  loss_vfl_dn_2: 0.3667 (0.3730)  loss_vfl_dn_3: 0.3601 (0.3656)  loss_vfl_dn_4: 0.3568 (0.3631)  loss_vfl_dn_5: 0.3556 (0.3623)  time: 0.4915  data: 0.0139  max mem: 5654
Epoch: [40]  [5500/7393]  eta: 0:15:17  lr: 0.000010  loss: 16.3777 (15.9498)  loss_bbox: 0.1602 (0.1546)  loss_bbox_aux_0: 0.1682 (0.1678)  loss_bbox_aux_1: 0.1589 (0.1593)  loss_bbox_aux_2: 0.1640 (0.1569)  loss_bbox_aux_3: 0.1591 (0.1550)  loss_bbox_aux_4: 0.1603 (0.1544)  loss_bbox_aux_5: 0.2136 (0.2055)  loss_bbox_dn_0: 0.2623 (0.2708)  loss_bbox_dn_1: 0.1862 (0.2004)  loss_bbox_dn_2: 0.1671 (0.1799)  loss_bbox_dn_3: 0.1615 (0.1738)  loss_bbox_dn_4: 0.1594 (0.1724)  loss_bbox_dn_5: 0.1594 (0.1724)  loss_giou: 0.4541 (0.4768)  loss_giou_aux_0: 0.4839 (0.5005)  loss_giou_aux_1: 0.4626 (0.4859)  loss_giou_aux_2: 0.4649 (0.4812)  loss_giou_aux_3: 0.4536 (0.4778)  loss_giou_aux_4: 0.4582 (0.4769)  loss_giou_aux_5: 0.5598 (0.5665)  loss_giou_dn_0: 0.6194 (0.5842)  loss_giou_dn_1: 0.5082 (0.4777)  loss_giou_dn_2: 0.4732 (0.4478)  loss_giou_dn_3: 0.4631 (0.4396)  loss_giou_dn_4: 0.4611 (0.4376)  loss_giou_dn_5: 0.4610 (0.4377)  loss_vfl: 0.6912 (0.6774)  loss_vfl_aux_0: 0.7837 (0.7813)  loss_vfl_aux_1: 0.7357 (0.7338)  loss_vfl_aux_2: 0.6950 (0.7036)  loss_vfl_aux_3: 0.6831 (0.6889)  loss_vfl_aux_4: 0.6816 (0.6810)  loss_vfl_aux_5: 0.7535 (0.7637)  loss_vfl_dn_0: 0.4549 (0.4539)  loss_vfl_dn_1: 0.3919 (0.3887)  loss_vfl_dn_2: 0.3807 (0.3730)  loss_vfl_dn_3: 0.3728 (0.3656)  loss_vfl_dn_4: 0.3694 (0.3631)  loss_vfl_dn_5: 0.3714 (0.3623)  time: 0.4742  data: 0.0140  max mem: 5654
Epoch: [40]  [5600/7393]  eta: 0:14:28  lr: 0.000010  loss: 14.9679 (15.9479)  loss_bbox: 0.1401 (0.1546)  loss_bbox_aux_0: 0.1561 (0.1678)  loss_bbox_aux_1: 0.1434 (0.1593)  loss_bbox_aux_2: 0.1405 (0.1568)  loss_bbox_aux_3: 0.1457 (0.1550)  loss_bbox_aux_4: 0.1405 (0.1545)  loss_bbox_aux_5: 0.1906 (0.2055)  loss_bbox_dn_0: 0.2673 (0.2709)  loss_bbox_dn_1: 0.2039 (0.2005)  loss_bbox_dn_2: 0.1778 (0.1799)  loss_bbox_dn_3: 0.1724 (0.1738)  loss_bbox_dn_4: 0.1695 (0.1724)  loss_bbox_dn_5: 0.1702 (0.1724)  loss_giou: 0.3998 (0.4767)  loss_giou_aux_0: 0.4275 (0.5005)  loss_giou_aux_1: 0.4114 (0.4859)  loss_giou_aux_2: 0.4026 (0.4811)  loss_giou_aux_3: 0.4032 (0.4778)  loss_giou_aux_4: 0.4034 (0.4769)  loss_giou_aux_5: 0.4948 (0.5665)  loss_giou_dn_0: 0.5531 (0.5843)  loss_giou_dn_1: 0.4382 (0.4777)  loss_giou_dn_2: 0.4053 (0.4478)  loss_giou_dn_3: 0.3900 (0.4396)  loss_giou_dn_4: 0.3873 (0.4375)  loss_giou_dn_5: 0.3874 (0.4377)  loss_vfl: 0.6458 (0.6771)  loss_vfl_aux_0: 0.7523 (0.7810)  loss_vfl_aux_1: 0.7081 (0.7336)  loss_vfl_aux_2: 0.6641 (0.7035)  loss_vfl_aux_3: 0.6643 (0.6887)  loss_vfl_aux_4: 0.6476 (0.6808)  loss_vfl_aux_5: 0.7536 (0.7634)  loss_vfl_dn_0: 0.4482 (0.4539)  loss_vfl_dn_1: 0.3817 (0.3886)  loss_vfl_dn_2: 0.3656 (0.3730)  loss_vfl_dn_3: 0.3620 (0.3656)  loss_vfl_dn_4: 0.3604 (0.3630)  loss_vfl_dn_5: 0.3598 (0.3622)  time: 0.4801  data: 0.0138  max mem: 5654
Epoch: [40]  [5700/7393]  eta: 0:13:41  lr: 0.000010  loss: 16.1962 (15.9499)  loss_bbox: 0.1652 (0.1546)  loss_bbox_aux_0: 0.1791 (0.1678)  loss_bbox_aux_1: 0.1782 (0.1594)  loss_bbox_aux_2: 0.1693 (0.1569)  loss_bbox_aux_3: 0.1665 (0.1550)  loss_bbox_aux_4: 0.1656 (0.1545)  loss_bbox_aux_5: 0.2291 (0.2055)  loss_bbox_dn_0: 0.2915 (0.2709)  loss_bbox_dn_1: 0.2112 (0.2005)  loss_bbox_dn_2: 0.1877 (0.1799)  loss_bbox_dn_3: 0.1804 (0.1739)  loss_bbox_dn_4: 0.1808 (0.1725)  loss_bbox_dn_5: 0.1810 (0.1725)  loss_giou: 0.4677 (0.4769)  loss_giou_aux_0: 0.4880 (0.5007)  loss_giou_aux_1: 0.4848 (0.4861)  loss_giou_aux_2: 0.4776 (0.4813)  loss_giou_aux_3: 0.4645 (0.4780)  loss_giou_aux_4: 0.4636 (0.4770)  loss_giou_aux_5: 0.5672 (0.5666)  loss_giou_dn_0: 0.5801 (0.5843)  loss_giou_dn_1: 0.4730 (0.4778)  loss_giou_dn_2: 0.4420 (0.4478)  loss_giou_dn_3: 0.4333 (0.4396)  loss_giou_dn_4: 0.4317 (0.4376)  loss_giou_dn_5: 0.4318 (0.4377)  loss_vfl: 0.6582 (0.6772)  loss_vfl_aux_0: 0.7672 (0.7810)  loss_vfl_aux_1: 0.7328 (0.7336)  loss_vfl_aux_2: 0.6994 (0.7035)  loss_vfl_aux_3: 0.6788 (0.6887)  loss_vfl_aux_4: 0.6654 (0.6808)  loss_vfl_aux_5: 0.7832 (0.7635)  loss_vfl_dn_0: 0.4524 (0.4539)  loss_vfl_dn_1: 0.3878 (0.3887)  loss_vfl_dn_2: 0.3702 (0.3730)  loss_vfl_dn_3: 0.3656 (0.3656)  loss_vfl_dn_4: 0.3617 (0.3631)  loss_vfl_dn_5: 0.3612 (0.3623)  time: 0.4800  data: 0.0146  max mem: 5654
Epoch: [40]  [5800/7393]  eta: 0:12:52  lr: 0.000010  loss: 15.9612 (15.9574)  loss_bbox: 0.1376 (0.1547)  loss_bbox_aux_0: 0.1557 (0.1679)  loss_bbox_aux_1: 0.1421 (0.1594)  loss_bbox_aux_2: 0.1391 (0.1570)  loss_bbox_aux_3: 0.1371 (0.1551)  loss_bbox_aux_4: 0.1375 (0.1546)  loss_bbox_aux_5: 0.1995 (0.2056)  loss_bbox_dn_0: 0.2552 (0.2710)  loss_bbox_dn_1: 0.1800 (0.2006)  loss_bbox_dn_2: 0.1649 (0.1800)  loss_bbox_dn_3: 0.1599 (0.1740)  loss_bbox_dn_4: 0.1607 (0.1726)  loss_bbox_dn_5: 0.1607 (0.1726)  loss_giou: 0.4506 (0.4773)  loss_giou_aux_0: 0.4832 (0.5011)  loss_giou_aux_1: 0.4649 (0.4865)  loss_giou_aux_2: 0.4667 (0.4817)  loss_giou_aux_3: 0.4523 (0.4784)  loss_giou_aux_4: 0.4530 (0.4775)  loss_giou_aux_5: 0.5704 (0.5671)  loss_giou_dn_0: 0.5975 (0.5846)  loss_giou_dn_1: 0.4881 (0.4781)  loss_giou_dn_2: 0.4571 (0.4481)  loss_giou_dn_3: 0.4450 (0.4399)  loss_giou_dn_4: 0.4408 (0.4378)  loss_giou_dn_5: 0.4408 (0.4380)  loss_vfl: 0.6787 (0.6774)  loss_vfl_aux_0: 0.7859 (0.7812)  loss_vfl_aux_1: 0.7350 (0.7338)  loss_vfl_aux_2: 0.7010 (0.7036)  loss_vfl_aux_3: 0.6944 (0.6889)  loss_vfl_aux_4: 0.6863 (0.6810)  loss_vfl_aux_5: 0.7450 (0.7636)  loss_vfl_dn_0: 0.4553 (0.4540)  loss_vfl_dn_1: 0.3935 (0.3887)  loss_vfl_dn_2: 0.3776 (0.3731)  loss_vfl_dn_3: 0.3684 (0.3657)  loss_vfl_dn_4: 0.3657 (0.3632)  loss_vfl_dn_5: 0.3664 (0.3624)  time: 0.4755  data: 0.0141  max mem: 5654
Epoch: [40]  [5900/7393]  eta: 0:12:04  lr: 0.000010  loss: 16.2986 (15.9573)  loss_bbox: 0.1500 (0.1546)  loss_bbox_aux_0: 0.1619 (0.1677)  loss_bbox_aux_1: 0.1555 (0.1593)  loss_bbox_aux_2: 0.1526 (0.1569)  loss_bbox_aux_3: 0.1510 (0.1550)  loss_bbox_aux_4: 0.1504 (0.1545)  loss_bbox_aux_5: 0.1859 (0.2055)  loss_bbox_dn_0: 0.2836 (0.2709)  loss_bbox_dn_1: 0.2024 (0.2005)  loss_bbox_dn_2: 0.1858 (0.1800)  loss_bbox_dn_3: 0.1804 (0.1739)  loss_bbox_dn_4: 0.1775 (0.1725)  loss_bbox_dn_5: 0.1775 (0.1725)  loss_giou: 0.4212 (0.4773)  loss_giou_aux_0: 0.4435 (0.5011)  loss_giou_aux_1: 0.4281 (0.4864)  loss_giou_aux_2: 0.4225 (0.4817)  loss_giou_aux_3: 0.4254 (0.4784)  loss_giou_aux_4: 0.4300 (0.4774)  loss_giou_aux_5: 0.5244 (0.5671)  loss_giou_dn_0: 0.6025 (0.5846)  loss_giou_dn_1: 0.4916 (0.4781)  loss_giou_dn_2: 0.4479 (0.4481)  loss_giou_dn_3: 0.4368 (0.4398)  loss_giou_dn_4: 0.4357 (0.4378)  loss_giou_dn_5: 0.4354 (0.4380)  loss_vfl: 0.6822 (0.6775)  loss_vfl_aux_0: 0.7816 (0.7815)  loss_vfl_aux_1: 0.7387 (0.7340)  loss_vfl_aux_2: 0.7102 (0.7037)  loss_vfl_aux_3: 0.7107 (0.6890)  loss_vfl_aux_4: 0.6955 (0.6811)  loss_vfl_aux_5: 0.7602 (0.7637)  loss_vfl_dn_0: 0.4504 (0.4540)  loss_vfl_dn_1: 0.3948 (0.3887)  loss_vfl_dn_2: 0.3785 (0.3731)  loss_vfl_dn_3: 0.3708 (0.3657)  loss_vfl_dn_4: 0.3684 (0.3632)  loss_vfl_dn_5: 0.3663 (0.3624)  time: 0.4806  data: 0.0134  max mem: 5654
Epoch: [40]  [6000/7393]  eta: 0:11:15  lr: 0.000010  loss: 15.7453 (15.9575)  loss_bbox: 0.1532 (0.1546)  loss_bbox_aux_0: 0.1564 (0.1677)  loss_bbox_aux_1: 0.1531 (0.1593)  loss_bbox_aux_2: 0.1443 (0.1569)  loss_bbox_aux_3: 0.1543 (0.1550)  loss_bbox_aux_4: 0.1522 (0.1545)  loss_bbox_aux_5: 0.2014 (0.2054)  loss_bbox_dn_0: 0.2697 (0.2707)  loss_bbox_dn_1: 0.1972 (0.2003)  loss_bbox_dn_2: 0.1801 (0.1798)  loss_bbox_dn_3: 0.1686 (0.1737)  loss_bbox_dn_4: 0.1636 (0.1723)  loss_bbox_dn_5: 0.1637 (0.1723)  loss_giou: 0.4608 (0.4776)  loss_giou_aux_0: 0.4779 (0.5013)  loss_giou_aux_1: 0.4733 (0.4867)  loss_giou_aux_2: 0.4569 (0.4820)  loss_giou_aux_3: 0.4581 (0.4786)  loss_giou_aux_4: 0.4515 (0.4777)  loss_giou_aux_5: 0.5539 (0.5674)  loss_giou_dn_0: 0.5724 (0.5847)  loss_giou_dn_1: 0.4638 (0.4782)  loss_giou_dn_2: 0.4294 (0.4482)  loss_giou_dn_3: 0.4169 (0.4400)  loss_giou_dn_4: 0.4146 (0.4379)  loss_giou_dn_5: 0.4150 (0.4381)  loss_vfl: 0.6565 (0.6774)  loss_vfl_aux_0: 0.7645 (0.7813)  loss_vfl_aux_1: 0.7201 (0.7339)  loss_vfl_aux_2: 0.6629 (0.7035)  loss_vfl_aux_3: 0.6566 (0.6889)  loss_vfl_aux_4: 0.6644 (0.6810)  loss_vfl_aux_5: 0.7412 (0.7636)  loss_vfl_dn_0: 0.4479 (0.4540)  loss_vfl_dn_1: 0.3902 (0.3888)  loss_vfl_dn_2: 0.3731 (0.3731)  loss_vfl_dn_3: 0.3691 (0.3658)  loss_vfl_dn_4: 0.3696 (0.3632)  loss_vfl_dn_5: 0.3684 (0.3624)  time: 0.4753  data: 0.0143  max mem: 5654
Epoch: [40]  [6100/7393]  eta: 0:10:28  lr: 0.000010  loss: 15.4700 (15.9584)  loss_bbox: 0.1371 (0.1546)  loss_bbox_aux_0: 0.1580 (0.1678)  loss_bbox_aux_1: 0.1394 (0.1594)  loss_bbox_aux_2: 0.1424 (0.1569)  loss_bbox_aux_3: 0.1403 (0.1551)  loss_bbox_aux_4: 0.1372 (0.1545)  loss_bbox_aux_5: 0.1926 (0.2055)  loss_bbox_dn_0: 0.2468 (0.2708)  loss_bbox_dn_1: 0.1824 (0.2004)  loss_bbox_dn_2: 0.1593 (0.1798)  loss_bbox_dn_3: 0.1528 (0.1737)  loss_bbox_dn_4: 0.1527 (0.1724)  loss_bbox_dn_5: 0.1527 (0.1724)  loss_giou: 0.4871 (0.4776)  loss_giou_aux_0: 0.5133 (0.5014)  loss_giou_aux_1: 0.4892 (0.4867)  loss_giou_aux_2: 0.4874 (0.4820)  loss_giou_aux_3: 0.4802 (0.4786)  loss_giou_aux_4: 0.4869 (0.4777)  loss_giou_aux_5: 0.5574 (0.5674)  loss_giou_dn_0: 0.5854 (0.5847)  loss_giou_dn_1: 0.4757 (0.4782)  loss_giou_dn_2: 0.4558 (0.4481)  loss_giou_dn_3: 0.4461 (0.4399)  loss_giou_dn_4: 0.4475 (0.4379)  loss_giou_dn_5: 0.4476 (0.4380)  loss_vfl: 0.6390 (0.6774)  loss_vfl_aux_0: 0.7370 (0.7813)  loss_vfl_aux_1: 0.7045 (0.7339)  loss_vfl_aux_2: 0.6749 (0.7035)  loss_vfl_aux_3: 0.6515 (0.6889)  loss_vfl_aux_4: 0.6388 (0.6810)  loss_vfl_aux_5: 0.7396 (0.7637)  loss_vfl_dn_0: 0.4520 (0.4540)  loss_vfl_dn_1: 0.3808 (0.3888)  loss_vfl_dn_2: 0.3697 (0.3731)  loss_vfl_dn_3: 0.3635 (0.3657)  loss_vfl_dn_4: 0.3588 (0.3632)  loss_vfl_dn_5: 0.3583 (0.3624)  time: 0.4893  data: 0.0153  max mem: 5654
Epoch: [40]  [6200/7393]  eta: 0:09:39  lr: 0.000010  loss: 16.3878 (15.9606)  loss_bbox: 0.1532 (0.1547)  loss_bbox_aux_0: 0.1687 (0.1678)  loss_bbox_aux_1: 0.1629 (0.1594)  loss_bbox_aux_2: 0.1605 (0.1570)  loss_bbox_aux_3: 0.1567 (0.1551)  loss_bbox_aux_4: 0.1546 (0.1545)  loss_bbox_aux_5: 0.1963 (0.2056)  loss_bbox_dn_0: 0.2741 (0.2710)  loss_bbox_dn_1: 0.1920 (0.2005)  loss_bbox_dn_2: 0.1775 (0.1799)  loss_bbox_dn_3: 0.1765 (0.1738)  loss_bbox_dn_4: 0.1772 (0.1724)  loss_bbox_dn_5: 0.1773 (0.1724)  loss_giou: 0.5040 (0.4778)  loss_giou_aux_0: 0.5379 (0.5015)  loss_giou_aux_1: 0.5163 (0.4869)  loss_giou_aux_2: 0.5110 (0.4822)  loss_giou_aux_3: 0.5019 (0.4788)  loss_giou_aux_4: 0.4998 (0.4779)  loss_giou_aux_5: 0.5941 (0.5675)  loss_giou_dn_0: 0.5969 (0.5848)  loss_giou_dn_1: 0.4865 (0.4782)  loss_giou_dn_2: 0.4578 (0.4482)  loss_giou_dn_3: 0.4561 (0.4399)  loss_giou_dn_4: 0.4597 (0.4379)  loss_giou_dn_5: 0.4602 (0.4381)  loss_vfl: 0.6645 (0.6774)  loss_vfl_aux_0: 0.7760 (0.7814)  loss_vfl_aux_1: 0.7253 (0.7338)  loss_vfl_aux_2: 0.6898 (0.7035)  loss_vfl_aux_3: 0.6720 (0.6888)  loss_vfl_aux_4: 0.6755 (0.6810)  loss_vfl_aux_5: 0.7606 (0.7637)  loss_vfl_dn_0: 0.4464 (0.4540)  loss_vfl_dn_1: 0.3883 (0.3888)  loss_vfl_dn_2: 0.3733 (0.3731)  loss_vfl_dn_3: 0.3672 (0.3657)  loss_vfl_dn_4: 0.3660 (0.3632)  loss_vfl_dn_5: 0.3659 (0.3624)  time: 0.4773  data: 0.0142  max mem: 5654
Epoch: [40]  [6300/7393]  eta: 0:08:50  lr: 0.000010  loss: 16.0361 (15.9618)  loss_bbox: 0.1550 (0.1547)  loss_bbox_aux_0: 0.1617 (0.1679)  loss_bbox_aux_1: 0.1583 (0.1595)  loss_bbox_aux_2: 0.1528 (0.1570)  loss_bbox_aux_3: 0.1579 (0.1552)  loss_bbox_aux_4: 0.1497 (0.1546)  loss_bbox_aux_5: 0.1987 (0.2056)  loss_bbox_dn_0: 0.2809 (0.2710)  loss_bbox_dn_1: 0.2156 (0.2006)  loss_bbox_dn_2: 0.2043 (0.1800)  loss_bbox_dn_3: 0.1923 (0.1739)  loss_bbox_dn_4: 0.1885 (0.1725)  loss_bbox_dn_5: 0.1883 (0.1725)  loss_giou: 0.4612 (0.4779)  loss_giou_aux_0: 0.4678 (0.5016)  loss_giou_aux_1: 0.4634 (0.4870)  loss_giou_aux_2: 0.4693 (0.4823)  loss_giou_aux_3: 0.4581 (0.4789)  loss_giou_aux_4: 0.4611 (0.4780)  loss_giou_aux_5: 0.5506 (0.5676)  loss_giou_dn_0: 0.5787 (0.5848)  loss_giou_dn_1: 0.4548 (0.4782)  loss_giou_dn_2: 0.4271 (0.4482)  loss_giou_dn_3: 0.4205 (0.4400)  loss_giou_dn_4: 0.4190 (0.4379)  loss_giou_dn_5: 0.4193 (0.4381)  loss_vfl: 0.6705 (0.6773)  loss_vfl_aux_0: 0.7779 (0.7814)  loss_vfl_aux_1: 0.7091 (0.7336)  loss_vfl_aux_2: 0.7069 (0.7034)  loss_vfl_aux_3: 0.6907 (0.6888)  loss_vfl_aux_4: 0.6715 (0.6809)  loss_vfl_aux_5: 0.7600 (0.7637)  loss_vfl_dn_0: 0.4552 (0.4540)  loss_vfl_dn_1: 0.3949 (0.3888)  loss_vfl_dn_2: 0.3790 (0.3731)  loss_vfl_dn_3: 0.3717 (0.3657)  loss_vfl_dn_4: 0.3696 (0.3632)  loss_vfl_dn_5: 0.3687 (0.3624)  time: 0.4677  data: 0.0142  max mem: 5654
Epoch: [40]  [6400/7393]  eta: 0:08:02  lr: 0.000010  loss: 15.4710 (15.9620)  loss_bbox: 0.1472 (0.1547)  loss_bbox_aux_0: 0.1512 (0.1679)  loss_bbox_aux_1: 0.1433 (0.1595)  loss_bbox_aux_2: 0.1486 (0.1571)  loss_bbox_aux_3: 0.1473 (0.1552)  loss_bbox_aux_4: 0.1485 (0.1546)  loss_bbox_aux_5: 0.1888 (0.2056)  loss_bbox_dn_0: 0.2314 (0.2711)  loss_bbox_dn_1: 0.1706 (0.2006)  loss_bbox_dn_2: 0.1566 (0.1800)  loss_bbox_dn_3: 0.1522 (0.1739)  loss_bbox_dn_4: 0.1479 (0.1725)  loss_bbox_dn_5: 0.1479 (0.1725)  loss_giou: 0.4777 (0.4777)  loss_giou_aux_0: 0.5080 (0.5014)  loss_giou_aux_1: 0.4891 (0.4869)  loss_giou_aux_2: 0.4968 (0.4821)  loss_giou_aux_3: 0.4811 (0.4788)  loss_giou_aux_4: 0.4803 (0.4778)  loss_giou_aux_5: 0.5755 (0.5674)  loss_giou_dn_0: 0.5820 (0.5847)  loss_giou_dn_1: 0.4740 (0.4782)  loss_giou_dn_2: 0.4420 (0.4481)  loss_giou_dn_3: 0.4357 (0.4399)  loss_giou_dn_4: 0.4318 (0.4379)  loss_giou_dn_5: 0.4321 (0.4380)  loss_vfl: 0.6343 (0.6774)  loss_vfl_aux_0: 0.7416 (0.7818)  loss_vfl_aux_1: 0.6876 (0.7338)  loss_vfl_aux_2: 0.6525 (0.7036)  loss_vfl_aux_3: 0.6424 (0.6890)  loss_vfl_aux_4: 0.6441 (0.6810)  loss_vfl_aux_5: 0.6910 (0.7640)  loss_vfl_dn_0: 0.4462 (0.4540)  loss_vfl_dn_1: 0.3845 (0.3888)  loss_vfl_dn_2: 0.3674 (0.3732)  loss_vfl_dn_3: 0.3603 (0.3658)  loss_vfl_dn_4: 0.3567 (0.3632)  loss_vfl_dn_5: 0.3560 (0.3624)  time: 0.4714  data: 0.0144  max mem: 5654
Epoch: [40]  [6500/7393]  eta: 0:07:13  lr: 0.000010  loss: 16.1049 (15.9627)  loss_bbox: 0.1573 (0.1547)  loss_bbox_aux_0: 0.1743 (0.1678)  loss_bbox_aux_1: 0.1674 (0.1595)  loss_bbox_aux_2: 0.1616 (0.1570)  loss_bbox_aux_3: 0.1565 (0.1552)  loss_bbox_aux_4: 0.1573 (0.1546)  loss_bbox_aux_5: 0.2103 (0.2056)  loss_bbox_dn_0: 0.2789 (0.2710)  loss_bbox_dn_1: 0.2152 (0.2005)  loss_bbox_dn_2: 0.1913 (0.1799)  loss_bbox_dn_3: 0.1809 (0.1738)  loss_bbox_dn_4: 0.1790 (0.1724)  loss_bbox_dn_5: 0.1790 (0.1724)  loss_giou: 0.4665 (0.4778)  loss_giou_aux_0: 0.5087 (0.5016)  loss_giou_aux_1: 0.5064 (0.4870)  loss_giou_aux_2: 0.4683 (0.4822)  loss_giou_aux_3: 0.4637 (0.4789)  loss_giou_aux_4: 0.4633 (0.4779)  loss_giou_aux_5: 0.5645 (0.5675)  loss_giou_dn_0: 0.5854 (0.5848)  loss_giou_dn_1: 0.4858 (0.4782)  loss_giou_dn_2: 0.4524 (0.4482)  loss_giou_dn_3: 0.4485 (0.4400)  loss_giou_dn_4: 0.4488 (0.4380)  loss_giou_dn_5: 0.4490 (0.4381)  loss_vfl: 0.6572 (0.6775)  loss_vfl_aux_0: 0.7630 (0.7817)  loss_vfl_aux_1: 0.7209 (0.7338)  loss_vfl_aux_2: 0.6853 (0.7036)  loss_vfl_aux_3: 0.6745 (0.6890)  loss_vfl_aux_4: 0.6582 (0.6810)  loss_vfl_aux_5: 0.7631 (0.7640)  loss_vfl_dn_0: 0.4585 (0.4540)  loss_vfl_dn_1: 0.3883 (0.3888)  loss_vfl_dn_2: 0.3755 (0.3732)  loss_vfl_dn_3: 0.3659 (0.3658)  loss_vfl_dn_4: 0.3646 (0.3632)  loss_vfl_dn_5: 0.3631 (0.3625)  time: 0.4825  data: 0.0141  max mem: 5654
Epoch: [40]  [6600/7393]  eta: 0:06:24  lr: 0.000010  loss: 16.0227 (15.9616)  loss_bbox: 0.1573 (0.1548)  loss_bbox_aux_0: 0.1672 (0.1679)  loss_bbox_aux_1: 0.1504 (0.1595)  loss_bbox_aux_2: 0.1484 (0.1570)  loss_bbox_aux_3: 0.1531 (0.1552)  loss_bbox_aux_4: 0.1544 (0.1546)  loss_bbox_aux_5: 0.1997 (0.2056)  loss_bbox_dn_0: 0.2829 (0.2710)  loss_bbox_dn_1: 0.1929 (0.2005)  loss_bbox_dn_2: 0.1718 (0.1799)  loss_bbox_dn_3: 0.1665 (0.1738)  loss_bbox_dn_4: 0.1654 (0.1724)  loss_bbox_dn_5: 0.1658 (0.1724)  loss_giou: 0.4650 (0.4777)  loss_giou_aux_0: 0.5116 (0.5015)  loss_giou_aux_1: 0.4898 (0.4869)  loss_giou_aux_2: 0.4680 (0.4821)  loss_giou_aux_3: 0.4667 (0.4787)  loss_giou_aux_4: 0.4601 (0.4778)  loss_giou_aux_5: 0.5579 (0.5674)  loss_giou_dn_0: 0.5807 (0.5848)  loss_giou_dn_1: 0.4655 (0.4782)  loss_giou_dn_2: 0.4323 (0.4482)  loss_giou_dn_3: 0.4230 (0.4400)  loss_giou_dn_4: 0.4213 (0.4379)  loss_giou_dn_5: 0.4213 (0.4381)  loss_vfl: 0.6436 (0.6774)  loss_vfl_aux_0: 0.7765 (0.7816)  loss_vfl_aux_1: 0.7012 (0.7337)  loss_vfl_aux_2: 0.6811 (0.7035)  loss_vfl_aux_3: 0.6672 (0.6889)  loss_vfl_aux_4: 0.6566 (0.6810)  loss_vfl_aux_5: 0.7720 (0.7638)  loss_vfl_dn_0: 0.4454 (0.4540)  loss_vfl_dn_1: 0.3820 (0.3888)  loss_vfl_dn_2: 0.3646 (0.3732)  loss_vfl_dn_3: 0.3575 (0.3658)  loss_vfl_dn_4: 0.3542 (0.3632)  loss_vfl_dn_5: 0.3538 (0.3624)  time: 0.4766  data: 0.0146  max mem: 5654
Epoch: [40]  [6700/7393]  eta: 0:05:36  lr: 0.000010  loss: 15.6597 (15.9636)  loss_bbox: 0.1344 (0.1548)  loss_bbox_aux_0: 0.1516 (0.1680)  loss_bbox_aux_1: 0.1371 (0.1595)  loss_bbox_aux_2: 0.1390 (0.1571)  loss_bbox_aux_3: 0.1322 (0.1552)  loss_bbox_aux_4: 0.1338 (0.1547)  loss_bbox_aux_5: 0.1780 (0.2057)  loss_bbox_dn_0: 0.2390 (0.2711)  loss_bbox_dn_1: 0.1654 (0.2006)  loss_bbox_dn_2: 0.1505 (0.1800)  loss_bbox_dn_3: 0.1453 (0.1739)  loss_bbox_dn_4: 0.1431 (0.1725)  loss_bbox_dn_5: 0.1432 (0.1725)  loss_giou: 0.4857 (0.4776)  loss_giou_aux_0: 0.5106 (0.5015)  loss_giou_aux_1: 0.5023 (0.4869)  loss_giou_aux_2: 0.4794 (0.4820)  loss_giou_aux_3: 0.4753 (0.4787)  loss_giou_aux_4: 0.4841 (0.4778)  loss_giou_aux_5: 0.5709 (0.5674)  loss_giou_dn_0: 0.5836 (0.5848)  loss_giou_dn_1: 0.4777 (0.4782)  loss_giou_dn_2: 0.4449 (0.4482)  loss_giou_dn_3: 0.4366 (0.4399)  loss_giou_dn_4: 0.4341 (0.4379)  loss_giou_dn_5: 0.4341 (0.4381)  loss_vfl: 0.6653 (0.6777)  loss_vfl_aux_0: 0.7471 (0.7816)  loss_vfl_aux_1: 0.7050 (0.7339)  loss_vfl_aux_2: 0.6917 (0.7038)  loss_vfl_aux_3: 0.6821 (0.6892)  loss_vfl_aux_4: 0.6677 (0.6812)  loss_vfl_aux_5: 0.7384 (0.7639)  loss_vfl_dn_0: 0.4502 (0.4541)  loss_vfl_dn_1: 0.3873 (0.3888)  loss_vfl_dn_2: 0.3725 (0.3732)  loss_vfl_dn_3: 0.3655 (0.3658)  loss_vfl_dn_4: 0.3627 (0.3632)  loss_vfl_dn_5: 0.3607 (0.3625)  time: 0.7485  data: 0.0138  max mem: 5654
Epoch: [40]  [6800/7393]  eta: 0:04:48  lr: 0.000010  loss: 15.3723 (15.9627)  loss_bbox: 0.1487 (0.1549)  loss_bbox_aux_0: 0.1618 (0.1680)  loss_bbox_aux_1: 0.1518 (0.1596)  loss_bbox_aux_2: 0.1538 (0.1572)  loss_bbox_aux_3: 0.1479 (0.1553)  loss_bbox_aux_4: 0.1498 (0.1547)  loss_bbox_aux_5: 0.2155 (0.2058)  loss_bbox_dn_0: 0.2743 (0.2714)  loss_bbox_dn_1: 0.2021 (0.2009)  loss_bbox_dn_2: 0.1768 (0.1802)  loss_bbox_dn_3: 0.1731 (0.1741)  loss_bbox_dn_4: 0.1705 (0.1727)  loss_bbox_dn_5: 0.1706 (0.1728)  loss_giou: 0.4181 (0.4773)  loss_giou_aux_0: 0.4339 (0.5012)  loss_giou_aux_1: 0.4216 (0.4866)  loss_giou_aux_2: 0.4278 (0.4817)  loss_giou_aux_3: 0.4188 (0.4784)  loss_giou_aux_4: 0.4180 (0.4774)  loss_giou_aux_5: 0.5142 (0.5670)  loss_giou_dn_0: 0.5611 (0.5847)  loss_giou_dn_1: 0.4566 (0.4781)  loss_giou_dn_2: 0.4341 (0.4481)  loss_giou_dn_3: 0.4273 (0.4398)  loss_giou_dn_4: 0.4240 (0.4378)  loss_giou_dn_5: 0.4243 (0.4380)  loss_vfl: 0.6866 (0.6777)  loss_vfl_aux_0: 0.7671 (0.7816)  loss_vfl_aux_1: 0.7274 (0.7339)  loss_vfl_aux_2: 0.7017 (0.7038)  loss_vfl_aux_3: 0.6773 (0.6892)  loss_vfl_aux_4: 0.6856 (0.6813)  loss_vfl_aux_5: 0.7567 (0.7639)  loss_vfl_dn_0: 0.4520 (0.4541)  loss_vfl_dn_1: 0.3850 (0.3889)  loss_vfl_dn_2: 0.3685 (0.3732)  loss_vfl_dn_3: 0.3623 (0.3658)  loss_vfl_dn_4: 0.3618 (0.3632)  loss_vfl_dn_5: 0.3584 (0.3624)  time: 0.4918  data: 0.0138  max mem: 5654
Epoch: [40]  [6900/7393]  eta: 0:03:59  lr: 0.000010  loss: 15.4478 (15.9603)  loss_bbox: 0.1297 (0.1548)  loss_bbox_aux_0: 0.1505 (0.1680)  loss_bbox_aux_1: 0.1425 (0.1595)  loss_bbox_aux_2: 0.1398 (0.1571)  loss_bbox_aux_3: 0.1318 (0.1552)  loss_bbox_aux_4: 0.1306 (0.1547)  loss_bbox_aux_5: 0.1691 (0.2058)  loss_bbox_dn_0: 0.2226 (0.2714)  loss_bbox_dn_1: 0.1656 (0.2008)  loss_bbox_dn_2: 0.1576 (0.1802)  loss_bbox_dn_3: 0.1503 (0.1741)  loss_bbox_dn_4: 0.1480 (0.1727)  loss_bbox_dn_5: 0.1479 (0.1727)  loss_giou: 0.4889 (0.4773)  loss_giou_aux_0: 0.5092 (0.5011)  loss_giou_aux_1: 0.4845 (0.4864)  loss_giou_aux_2: 0.4983 (0.4817)  loss_giou_aux_3: 0.4892 (0.4783)  loss_giou_aux_4: 0.4890 (0.4774)  loss_giou_aux_5: 0.5673 (0.5670)  loss_giou_dn_0: 0.5879 (0.5846)  loss_giou_dn_1: 0.4679 (0.4780)  loss_giou_dn_2: 0.4386 (0.4480)  loss_giou_dn_3: 0.4341 (0.4397)  loss_giou_dn_4: 0.4298 (0.4377)  loss_giou_dn_5: 0.4302 (0.4379)  loss_vfl: 0.6470 (0.6776)  loss_vfl_aux_0: 0.7447 (0.7815)  loss_vfl_aux_1: 0.7156 (0.7339)  loss_vfl_aux_2: 0.6761 (0.7037)  loss_vfl_aux_3: 0.6610 (0.6891)  loss_vfl_aux_4: 0.6515 (0.6811)  loss_vfl_aux_5: 0.7458 (0.7640)  loss_vfl_dn_0: 0.4430 (0.4540)  loss_vfl_dn_1: 0.3813 (0.3888)  loss_vfl_dn_2: 0.3686 (0.3731)  loss_vfl_dn_3: 0.3607 (0.3657)  loss_vfl_dn_4: 0.3572 (0.3631)  loss_vfl_dn_5: 0.3555 (0.3624)  time: 0.4901  data: 0.0142  max mem: 5654
Epoch: [40]  [7000/7393]  eta: 0:03:11  lr: 0.000010  loss: 15.4305 (15.9562)  loss_bbox: 0.1325 (0.1548)  loss_bbox_aux_0: 0.1492 (0.1680)  loss_bbox_aux_1: 0.1340 (0.1595)  loss_bbox_aux_2: 0.1322 (0.1571)  loss_bbox_aux_3: 0.1314 (0.1552)  loss_bbox_aux_4: 0.1312 (0.1547)  loss_bbox_aux_5: 0.1821 (0.2058)  loss_bbox_dn_0: 0.2566 (0.2715)  loss_bbox_dn_1: 0.1901 (0.2009)  loss_bbox_dn_2: 0.1678 (0.1803)  loss_bbox_dn_3: 0.1593 (0.1741)  loss_bbox_dn_4: 0.1587 (0.1728)  loss_bbox_dn_5: 0.1588 (0.1728)  loss_giou: 0.4420 (0.4770)  loss_giou_aux_0: 0.4641 (0.5008)  loss_giou_aux_1: 0.4530 (0.4861)  loss_giou_aux_2: 0.4504 (0.4813)  loss_giou_aux_3: 0.4483 (0.4780)  loss_giou_aux_4: 0.4406 (0.4771)  loss_giou_aux_5: 0.5398 (0.5666)  loss_giou_dn_0: 0.5379 (0.5844)  loss_giou_dn_1: 0.4304 (0.4778)  loss_giou_dn_2: 0.4095 (0.4477)  loss_giou_dn_3: 0.3999 (0.4395)  loss_giou_dn_4: 0.3982 (0.4375)  loss_giou_dn_5: 0.3980 (0.4376)  loss_vfl: 0.6455 (0.6775)  loss_vfl_aux_0: 0.7446 (0.7815)  loss_vfl_aux_1: 0.7095 (0.7339)  loss_vfl_aux_2: 0.6665 (0.7037)  loss_vfl_aux_3: 0.6631 (0.6890)  loss_vfl_aux_4: 0.6466 (0.6810)  loss_vfl_aux_5: 0.7401 (0.7640)  loss_vfl_dn_0: 0.4539 (0.4540)  loss_vfl_dn_1: 0.3821 (0.3888)  loss_vfl_dn_2: 0.3667 (0.3731)  loss_vfl_dn_3: 0.3610 (0.3656)  loss_vfl_dn_4: 0.3610 (0.3631)  loss_vfl_dn_5: 0.3606 (0.3623)  time: 0.4869  data: 0.0136  max mem: 5654
Epoch: [40]  [7100/7393]  eta: 0:02:22  lr: 0.000010  loss: 15.8654 (15.9566)  loss_bbox: 0.1520 (0.1547)  loss_bbox_aux_0: 0.1678 (0.1680)  loss_bbox_aux_1: 0.1545 (0.1594)  loss_bbox_aux_2: 0.1515 (0.1571)  loss_bbox_aux_3: 0.1543 (0.1552)  loss_bbox_aux_4: 0.1531 (0.1546)  loss_bbox_aux_5: 0.1958 (0.2058)  loss_bbox_dn_0: 0.2543 (0.2715)  loss_bbox_dn_1: 0.1948 (0.2009)  loss_bbox_dn_2: 0.1748 (0.1803)  loss_bbox_dn_3: 0.1640 (0.1741)  loss_bbox_dn_4: 0.1616 (0.1728)  loss_bbox_dn_5: 0.1617 (0.1728)  loss_giou: 0.4480 (0.4769)  loss_giou_aux_0: 0.4853 (0.5008)  loss_giou_aux_1: 0.4582 (0.4861)  loss_giou_aux_2: 0.4504 (0.4813)  loss_giou_aux_3: 0.4527 (0.4780)  loss_giou_aux_4: 0.4444 (0.4771)  loss_giou_aux_5: 0.5545 (0.5666)  loss_giou_dn_0: 0.5667 (0.5844)  loss_giou_dn_1: 0.4456 (0.4778)  loss_giou_dn_2: 0.4269 (0.4478)  loss_giou_dn_3: 0.4171 (0.4395)  loss_giou_dn_4: 0.4166 (0.4375)  loss_giou_dn_5: 0.4165 (0.4377)  loss_vfl: 0.6751 (0.6776)  loss_vfl_aux_0: 0.7905 (0.7815)  loss_vfl_aux_1: 0.7574 (0.7340)  loss_vfl_aux_2: 0.7187 (0.7038)  loss_vfl_aux_3: 0.6950 (0.6891)  loss_vfl_aux_4: 0.6732 (0.6811)  loss_vfl_aux_5: 0.7616 (0.7640)  loss_vfl_dn_0: 0.4549 (0.4540)  loss_vfl_dn_1: 0.3978 (0.3888)  loss_vfl_dn_2: 0.3779 (0.3731)  loss_vfl_dn_3: 0.3654 (0.3657)  loss_vfl_dn_4: 0.3612 (0.3631)  loss_vfl_dn_5: 0.3615 (0.3623)  time: 0.4930  data: 0.0143  max mem: 5654
Epoch: [40]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 16.0267 (15.9568)  loss_bbox: 0.1502 (0.1547)  loss_bbox_aux_0: 0.1586 (0.1679)  loss_bbox_aux_1: 0.1564 (0.1594)  loss_bbox_aux_2: 0.1559 (0.1571)  loss_bbox_aux_3: 0.1550 (0.1552)  loss_bbox_aux_4: 0.1515 (0.1547)  loss_bbox_aux_5: 0.1940 (0.2058)  loss_bbox_dn_0: 0.2697 (0.2714)  loss_bbox_dn_1: 0.2024 (0.2009)  loss_bbox_dn_2: 0.1784 (0.1803)  loss_bbox_dn_3: 0.1730 (0.1742)  loss_bbox_dn_4: 0.1730 (0.1728)  loss_bbox_dn_5: 0.1730 (0.1728)  loss_giou: 0.4497 (0.4768)  loss_giou_aux_0: 0.4714 (0.5006)  loss_giou_aux_1: 0.4563 (0.4860)  loss_giou_aux_2: 0.4531 (0.4811)  loss_giou_aux_3: 0.4479 (0.4779)  loss_giou_aux_4: 0.4493 (0.4770)  loss_giou_aux_5: 0.5303 (0.5665)  loss_giou_dn_0: 0.5986 (0.5843)  loss_giou_dn_1: 0.4719 (0.4778)  loss_giou_dn_2: 0.4492 (0.4477)  loss_giou_dn_3: 0.4426 (0.4395)  loss_giou_dn_4: 0.4405 (0.4375)  loss_giou_dn_5: 0.4411 (0.4376)  loss_vfl: 0.6671 (0.6777)  loss_vfl_aux_0: 0.7647 (0.7817)  loss_vfl_aux_1: 0.7376 (0.7342)  loss_vfl_aux_2: 0.7138 (0.7041)  loss_vfl_aux_3: 0.6786 (0.6893)  loss_vfl_aux_4: 0.6679 (0.6812)  loss_vfl_aux_5: 0.7573 (0.7641)  loss_vfl_dn_0: 0.4446 (0.4540)  loss_vfl_dn_1: 0.3883 (0.3888)  loss_vfl_dn_2: 0.3685 (0.3731)  loss_vfl_dn_3: 0.3608 (0.3657)  loss_vfl_dn_4: 0.3602 (0.3631)  loss_vfl_dn_5: 0.3588 (0.3624)  time: 0.4821  data: 0.0145  max mem: 5654
Epoch: [40]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 16.3038 (15.9542)  loss_bbox: 0.1564 (0.1547)  loss_bbox_aux_0: 0.1592 (0.1679)  loss_bbox_aux_1: 0.1528 (0.1594)  loss_bbox_aux_2: 0.1540 (0.1570)  loss_bbox_aux_3: 0.1563 (0.1551)  loss_bbox_aux_4: 0.1552 (0.1546)  loss_bbox_aux_5: 0.2056 (0.2057)  loss_bbox_dn_0: 0.2549 (0.2714)  loss_bbox_dn_1: 0.1885 (0.2008)  loss_bbox_dn_2: 0.1604 (0.1802)  loss_bbox_dn_3: 0.1554 (0.1741)  loss_bbox_dn_4: 0.1571 (0.1727)  loss_bbox_dn_5: 0.1571 (0.1727)  loss_giou: 0.4189 (0.4767)  loss_giou_aux_0: 0.4556 (0.5005)  loss_giou_aux_1: 0.4351 (0.4858)  loss_giou_aux_2: 0.4216 (0.4810)  loss_giou_aux_3: 0.4211 (0.4777)  loss_giou_aux_4: 0.4202 (0.4768)  loss_giou_aux_5: 0.5410 (0.5663)  loss_giou_dn_0: 0.5396 (0.5842)  loss_giou_dn_1: 0.4308 (0.4777)  loss_giou_dn_2: 0.4049 (0.4476)  loss_giou_dn_3: 0.3951 (0.4394)  loss_giou_dn_4: 0.3901 (0.4374)  loss_giou_dn_5: 0.3904 (0.4375)  loss_vfl: 0.6662 (0.6777)  loss_vfl_aux_0: 0.7605 (0.7817)  loss_vfl_aux_1: 0.7383 (0.7342)  loss_vfl_aux_2: 0.7021 (0.7041)  loss_vfl_aux_3: 0.6797 (0.6892)  loss_vfl_aux_4: 0.6670 (0.6811)  loss_vfl_aux_5: 0.7560 (0.7641)  loss_vfl_dn_0: 0.4523 (0.4540)  loss_vfl_dn_1: 0.3882 (0.3888)  loss_vfl_dn_2: 0.3700 (0.3731)  loss_vfl_dn_3: 0.3624 (0.3657)  loss_vfl_dn_4: 0.3592 (0.3631)  loss_vfl_dn_5: 0.3590 (0.3624)  time: 0.4627  data: 0.0139  max mem: 5654
Epoch: [40]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.3432 (15.9519)  loss_bbox: 0.1392 (0.1547)  loss_bbox_aux_0: 0.1526 (0.1679)  loss_bbox_aux_1: 0.1450 (0.1593)  loss_bbox_aux_2: 0.1423 (0.1570)  loss_bbox_aux_3: 0.1434 (0.1551)  loss_bbox_aux_4: 0.1391 (0.1546)  loss_bbox_aux_5: 0.1950 (0.2057)  loss_bbox_dn_0: 0.2533 (0.2714)  loss_bbox_dn_1: 0.1830 (0.2008)  loss_bbox_dn_2: 0.1578 (0.1802)  loss_bbox_dn_3: 0.1491 (0.1741)  loss_bbox_dn_4: 0.1482 (0.1727)  loss_bbox_dn_5: 0.1484 (0.1727)  loss_giou: 0.4505 (0.4765)  loss_giou_aux_0: 0.4726 (0.5003)  loss_giou_aux_1: 0.4515 (0.4856)  loss_giou_aux_2: 0.4569 (0.4808)  loss_giou_aux_3: 0.4547 (0.4776)  loss_giou_aux_4: 0.4513 (0.4766)  loss_giou_aux_5: 0.5401 (0.5662)  loss_giou_dn_0: 0.5542 (0.5840)  loss_giou_dn_1: 0.4645 (0.4775)  loss_giou_dn_2: 0.4342 (0.4475)  loss_giou_dn_3: 0.4218 (0.4392)  loss_giou_dn_4: 0.4210 (0.4372)  loss_giou_dn_5: 0.4215 (0.4374)  loss_vfl: 0.6759 (0.6778)  loss_vfl_aux_0: 0.7784 (0.7818)  loss_vfl_aux_1: 0.7115 (0.7342)  loss_vfl_aux_2: 0.6921 (0.7042)  loss_vfl_aux_3: 0.6763 (0.6893)  loss_vfl_aux_4: 0.6758 (0.6812)  loss_vfl_aux_5: 0.7760 (0.7641)  loss_vfl_dn_0: 0.4487 (0.4540)  loss_vfl_dn_1: 0.3853 (0.3888)  loss_vfl_dn_2: 0.3690 (0.3731)  loss_vfl_dn_3: 0.3567 (0.3657)  loss_vfl_dn_4: 0.3545 (0.3631)  loss_vfl_dn_5: 0.3527 (0.3623)  time: 0.4800  data: 0.0137  max mem: 5654
Epoch: [40] Total time: 0:59:52 (0.4859 s / it)
Averaged stats: lr: 0.000010  loss: 15.3432 (15.9519)  loss_bbox: 0.1392 (0.1547)  loss_bbox_aux_0: 0.1526 (0.1679)  loss_bbox_aux_1: 0.1450 (0.1593)  loss_bbox_aux_2: 0.1423 (0.1570)  loss_bbox_aux_3: 0.1434 (0.1551)  loss_bbox_aux_4: 0.1391 (0.1546)  loss_bbox_aux_5: 0.1950 (0.2057)  loss_bbox_dn_0: 0.2533 (0.2714)  loss_bbox_dn_1: 0.1830 (0.2008)  loss_bbox_dn_2: 0.1578 (0.1802)  loss_bbox_dn_3: 0.1491 (0.1741)  loss_bbox_dn_4: 0.1482 (0.1727)  loss_bbox_dn_5: 0.1484 (0.1727)  loss_giou: 0.4505 (0.4765)  loss_giou_aux_0: 0.4726 (0.5003)  loss_giou_aux_1: 0.4515 (0.4856)  loss_giou_aux_2: 0.4569 (0.4808)  loss_giou_aux_3: 0.4547 (0.4776)  loss_giou_aux_4: 0.4513 (0.4766)  loss_giou_aux_5: 0.5401 (0.5662)  loss_giou_dn_0: 0.5542 (0.5840)  loss_giou_dn_1: 0.4645 (0.4775)  loss_giou_dn_2: 0.4342 (0.4475)  loss_giou_dn_3: 0.4218 (0.4392)  loss_giou_dn_4: 0.4210 (0.4372)  loss_giou_dn_5: 0.4215 (0.4374)  loss_vfl: 0.6759 (0.6778)  loss_vfl_aux_0: 0.7784 (0.7818)  loss_vfl_aux_1: 0.7115 (0.7342)  loss_vfl_aux_2: 0.6921 (0.7042)  loss_vfl_aux_3: 0.6763 (0.6893)  loss_vfl_aux_4: 0.6758 (0.6812)  loss_vfl_aux_5: 0.7760 (0.7641)  loss_vfl_dn_0: 0.4487 (0.4540)  loss_vfl_dn_1: 0.3853 (0.3888)  loss_vfl_dn_2: 0.3690 (0.3731)  loss_vfl_dn_3: 0.3567 (0.3657)  loss_vfl_dn_4: 0.3545 (0.3631)  loss_vfl_dn_5: 0.3527 (0.3623)
Test:  [  0/157]  eta: 0:04:16    time: 1.6321  data: 1.2102  max mem: 5654
Test:  [ 10/157]  eta: 0:01:14    time: 0.5092  data: 0.1343  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3938  data: 0.0268  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3921  data: 0.0270  max mem: 5654
Test:  [ 40/157]  eta: 0:00:50    time: 0.4061  data: 0.0280  max mem: 5654
Test:  [ 50/157]  eta: 0:00:45    time: 0.4119  data: 0.0291  max mem: 5654
Test:  [ 60/157]  eta: 0:00:41    time: 0.4131  data: 0.0281  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.7318  data: 0.0265  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.7233  data: 0.0266  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.4036  data: 0.0271  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3918  data: 0.0273  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3859  data: 0.0270  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3882  data: 0.0266  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3893  data: 0.0264  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3861  data: 0.0267  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3767  data: 0.0271  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3657  data: 0.0257  max mem: 5654
Test: Total time: 0:01:10 (0.4465 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=32.75s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.524
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.704
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.570
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.346
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.567
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.699
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.389
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.650
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.718
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.539
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.765
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.884
best_stat:  {'epoch': 40, 'coco_eval_bbox': 0.5235155287048194}
Epoch: [41]  [   0/7393]  eta: 1 day, 4:05:49  lr: 0.000010  loss: 16.5030 (16.5030)  loss_bbox: 0.1536 (0.1536)  loss_bbox_aux_0: 0.1717 (0.1717)  loss_bbox_aux_1: 0.1656 (0.1656)  loss_bbox_aux_2: 0.1558 (0.1558)  loss_bbox_aux_3: 0.1594 (0.1594)  loss_bbox_aux_4: 0.1536 (0.1536)  loss_bbox_aux_5: 0.1998 (0.1998)  loss_bbox_dn_0: 0.2138 (0.2138)  loss_bbox_dn_1: 0.1572 (0.1572)  loss_bbox_dn_2: 0.1332 (0.1332)  loss_bbox_dn_3: 0.1290 (0.1290)  loss_bbox_dn_4: 0.1272 (0.1272)  loss_bbox_dn_5: 0.1271 (0.1271)  loss_giou: 0.6468 (0.6468)  loss_giou_aux_0: 0.6988 (0.6988)  loss_giou_aux_1: 0.6729 (0.6729)  loss_giou_aux_2: 0.6591 (0.6591)  loss_giou_aux_3: 0.6551 (0.6551)  loss_giou_aux_4: 0.6468 (0.6468)  loss_giou_aux_5: 0.8144 (0.8144)  loss_giou_dn_0: 0.6496 (0.6496)  loss_giou_dn_1: 0.5377 (0.5377)  loss_giou_dn_2: 0.4979 (0.4979)  loss_giou_dn_3: 0.4906 (0.4906)  loss_giou_dn_4: 0.4875 (0.4875)  loss_giou_dn_5: 0.4875 (0.4875)  loss_vfl: 0.5850 (0.5850)  loss_vfl_aux_0: 0.6260 (0.6260)  loss_vfl_aux_1: 0.6149 (0.6149)  loss_vfl_aux_2: 0.6009 (0.6009)  loss_vfl_aux_3: 0.5793 (0.5793)  loss_vfl_aux_4: 0.5901 (0.5901)  loss_vfl_aux_5: 0.5899 (0.5899)  loss_vfl_dn_0: 0.4459 (0.4459)  loss_vfl_dn_1: 0.4024 (0.4024)  loss_vfl_dn_2: 0.3776 (0.3776)  loss_vfl_dn_3: 0.3682 (0.3682)  loss_vfl_dn_4: 0.3665 (0.3665)  loss_vfl_dn_5: 0.3646 (0.3646)  time: 13.6818  data: 3.2487  max mem: 5654
Epoch: [41]  [ 100/7393]  eta: 1:14:56  lr: 0.000010  loss: 16.0125 (16.0687)  loss_bbox: 0.1379 (0.1500)  loss_bbox_aux_0: 0.1625 (0.1645)  loss_bbox_aux_1: 0.1464 (0.1562)  loss_bbox_aux_2: 0.1421 (0.1542)  loss_bbox_aux_3: 0.1363 (0.1523)  loss_bbox_aux_4: 0.1369 (0.1500)  loss_bbox_aux_5: 0.1983 (0.2027)  loss_bbox_dn_0: 0.2350 (0.2636)  loss_bbox_dn_1: 0.1672 (0.1953)  loss_bbox_dn_2: 0.1551 (0.1749)  loss_bbox_dn_3: 0.1456 (0.1687)  loss_bbox_dn_4: 0.1441 (0.1672)  loss_bbox_dn_5: 0.1441 (0.1672)  loss_giou: 0.5035 (0.4940)  loss_giou_aux_0: 0.5376 (0.5199)  loss_giou_aux_1: 0.5240 (0.5054)  loss_giou_aux_2: 0.5086 (0.5018)  loss_giou_aux_3: 0.5042 (0.4978)  loss_giou_aux_4: 0.5025 (0.4945)  loss_giou_aux_5: 0.6160 (0.5856)  loss_giou_dn_0: 0.5907 (0.5953)  loss_giou_dn_1: 0.4909 (0.4888)  loss_giou_dn_2: 0.4464 (0.4583)  loss_giou_dn_3: 0.4376 (0.4498)  loss_giou_dn_4: 0.4350 (0.4482)  loss_giou_dn_5: 0.4356 (0.4484)  loss_vfl: 0.6569 (0.6752)  loss_vfl_aux_0: 0.7458 (0.7806)  loss_vfl_aux_1: 0.7038 (0.7276)  loss_vfl_aux_2: 0.6893 (0.6966)  loss_vfl_aux_3: 0.6652 (0.6844)  loss_vfl_aux_4: 0.6590 (0.6806)  loss_vfl_aux_5: 0.7394 (0.7639)  loss_vfl_dn_0: 0.4490 (0.4513)  loss_vfl_dn_1: 0.3888 (0.3887)  loss_vfl_dn_2: 0.3685 (0.3729)  loss_vfl_dn_3: 0.3632 (0.3661)  loss_vfl_dn_4: 0.3588 (0.3636)  loss_vfl_dn_5: 0.3580 (0.3624)  time: 0.4948  data: 0.0141  max mem: 5654
Epoch: [41]  [ 200/7393]  eta: 1:09:29  lr: 0.000010  loss: 16.2482 (15.8980)  loss_bbox: 0.1412 (0.1491)  loss_bbox_aux_0: 0.1597 (0.1641)  loss_bbox_aux_1: 0.1383 (0.1556)  loss_bbox_aux_2: 0.1443 (0.1522)  loss_bbox_aux_3: 0.1442 (0.1505)  loss_bbox_aux_4: 0.1413 (0.1488)  loss_bbox_aux_5: 0.1848 (0.2015)  loss_bbox_dn_0: 0.2319 (0.2657)  loss_bbox_dn_1: 0.1661 (0.1970)  loss_bbox_dn_2: 0.1503 (0.1762)  loss_bbox_dn_3: 0.1401 (0.1700)  loss_bbox_dn_4: 0.1387 (0.1685)  loss_bbox_dn_5: 0.1387 (0.1685)  loss_giou: 0.4922 (0.4809)  loss_giou_aux_0: 0.5103 (0.5076)  loss_giou_aux_1: 0.4985 (0.4927)  loss_giou_aux_2: 0.4881 (0.4868)  loss_giou_aux_3: 0.4917 (0.4837)  loss_giou_aux_4: 0.4901 (0.4807)  loss_giou_aux_5: 0.5550 (0.5735)  loss_giou_dn_0: 0.6103 (0.5865)  loss_giou_dn_1: 0.4981 (0.4802)  loss_giou_dn_2: 0.4601 (0.4501)  loss_giou_dn_3: 0.4501 (0.4421)  loss_giou_dn_4: 0.4479 (0.4403)  loss_giou_dn_5: 0.4480 (0.4405)  loss_vfl: 0.6277 (0.6734)  loss_vfl_aux_0: 0.7426 (0.7713)  loss_vfl_aux_1: 0.6932 (0.7235)  loss_vfl_aux_2: 0.6660 (0.6974)  loss_vfl_aux_3: 0.6455 (0.6823)  loss_vfl_aux_4: 0.6313 (0.6790)  loss_vfl_aux_5: 0.6886 (0.7603)  loss_vfl_dn_0: 0.4458 (0.4512)  loss_vfl_dn_1: 0.3835 (0.3873)  loss_vfl_dn_2: 0.3675 (0.3715)  loss_vfl_dn_3: 0.3629 (0.3645)  loss_vfl_dn_4: 0.3599 (0.3619)  loss_vfl_dn_5: 0.3598 (0.3610)  time: 0.4690  data: 0.0143  max mem: 5654
Epoch: [41]  [ 300/7393]  eta: 1:04:36  lr: 0.000010  loss: 15.2002 (15.9273)  loss_bbox: 0.1357 (0.1523)  loss_bbox_aux_0: 0.1430 (0.1671)  loss_bbox_aux_1: 0.1415 (0.1584)  loss_bbox_aux_2: 0.1367 (0.1550)  loss_bbox_aux_3: 0.1348 (0.1533)  loss_bbox_aux_4: 0.1367 (0.1518)  loss_bbox_aux_5: 0.1788 (0.2051)  loss_bbox_dn_0: 0.2866 (0.2699)  loss_bbox_dn_1: 0.1965 (0.2001)  loss_bbox_dn_2: 0.1727 (0.1786)  loss_bbox_dn_3: 0.1710 (0.1720)  loss_bbox_dn_4: 0.1721 (0.1705)  loss_bbox_dn_5: 0.1721 (0.1705)  loss_giou: 0.4627 (0.4802)  loss_giou_aux_0: 0.4705 (0.5066)  loss_giou_aux_1: 0.4399 (0.4917)  loss_giou_aux_2: 0.4443 (0.4857)  loss_giou_aux_3: 0.4392 (0.4823)  loss_giou_aux_4: 0.4393 (0.4799)  loss_giou_aux_5: 0.5140 (0.5720)  loss_giou_dn_0: 0.5511 (0.5844)  loss_giou_dn_1: 0.4489 (0.4782)  loss_giou_dn_2: 0.4200 (0.4479)  loss_giou_dn_3: 0.4152 (0.4399)  loss_giou_dn_4: 0.4128 (0.4380)  loss_giou_dn_5: 0.4127 (0.4382)  loss_vfl: 0.6677 (0.6741)  loss_vfl_aux_0: 0.7784 (0.7745)  loss_vfl_aux_1: 0.7192 (0.7268)  loss_vfl_aux_2: 0.6816 (0.6987)  loss_vfl_aux_3: 0.6953 (0.6843)  loss_vfl_aux_4: 0.6788 (0.6798)  loss_vfl_aux_5: 0.7477 (0.7600)  loss_vfl_dn_0: 0.4482 (0.4524)  loss_vfl_dn_1: 0.3831 (0.3877)  loss_vfl_dn_2: 0.3571 (0.3717)  loss_vfl_dn_3: 0.3476 (0.3645)  loss_vfl_dn_4: 0.3457 (0.3620)  loss_vfl_dn_5: 0.3475 (0.3612)  time: 0.4831  data: 0.0143  max mem: 5654
Epoch: [41]  [ 400/7393]  eta: 1:01:48  lr: 0.000010  loss: 16.0244 (15.8597)  loss_bbox: 0.1518 (0.1516)  loss_bbox_aux_0: 0.1575 (0.1657)  loss_bbox_aux_1: 0.1664 (0.1573)  loss_bbox_aux_2: 0.1487 (0.1539)  loss_bbox_aux_3: 0.1530 (0.1523)  loss_bbox_aux_4: 0.1517 (0.1508)  loss_bbox_aux_5: 0.2066 (0.2043)  loss_bbox_dn_0: 0.2459 (0.2698)  loss_bbox_dn_1: 0.1895 (0.1995)  loss_bbox_dn_2: 0.1724 (0.1780)  loss_bbox_dn_3: 0.1693 (0.1716)  loss_bbox_dn_4: 0.1681 (0.1702)  loss_bbox_dn_5: 0.1682 (0.1702)  loss_giou: 0.4050 (0.4764)  loss_giou_aux_0: 0.4246 (0.5027)  loss_giou_aux_1: 0.4263 (0.4874)  loss_giou_aux_2: 0.4160 (0.4816)  loss_giou_aux_3: 0.4128 (0.4784)  loss_giou_aux_4: 0.4150 (0.4761)  loss_giou_aux_5: 0.4981 (0.5679)  loss_giou_dn_0: 0.5449 (0.5820)  loss_giou_dn_1: 0.4362 (0.4753)  loss_giou_dn_2: 0.4032 (0.4451)  loss_giou_dn_3: 0.4031 (0.4370)  loss_giou_dn_4: 0.3998 (0.4351)  loss_giou_dn_5: 0.4000 (0.4353)  loss_vfl: 0.6584 (0.6714)  loss_vfl_aux_0: 0.7477 (0.7740)  loss_vfl_aux_1: 0.7007 (0.7272)  loss_vfl_aux_2: 0.6904 (0.6978)  loss_vfl_aux_3: 0.6770 (0.6820)  loss_vfl_aux_4: 0.6704 (0.6768)  loss_vfl_aux_5: 0.7197 (0.7600)  loss_vfl_dn_0: 0.4473 (0.4519)  loss_vfl_dn_1: 0.3913 (0.3867)  loss_vfl_dn_2: 0.3765 (0.3710)  loss_vfl_dn_3: 0.3676 (0.3637)  loss_vfl_dn_4: 0.3653 (0.3613)  loss_vfl_dn_5: 0.3633 (0.3604)  time: 0.4866  data: 0.0147  max mem: 5654
Epoch: [41]  [ 500/7393]  eta: 0:59:56  lr: 0.000010  loss: 16.2270 (15.8696)  loss_bbox: 0.1497 (0.1531)  loss_bbox_aux_0: 0.1671 (0.1669)  loss_bbox_aux_1: 0.1554 (0.1582)  loss_bbox_aux_2: 0.1537 (0.1550)  loss_bbox_aux_3: 0.1503 (0.1535)  loss_bbox_aux_4: 0.1514 (0.1525)  loss_bbox_aux_5: 0.2035 (0.2051)  loss_bbox_dn_0: 0.2654 (0.2696)  loss_bbox_dn_1: 0.2002 (0.1993)  loss_bbox_dn_2: 0.1770 (0.1782)  loss_bbox_dn_3: 0.1739 (0.1719)  loss_bbox_dn_4: 0.1724 (0.1705)  loss_bbox_dn_5: 0.1725 (0.1705)  loss_giou: 0.4682 (0.4765)  loss_giou_aux_0: 0.4921 (0.5025)  loss_giou_aux_1: 0.4753 (0.4868)  loss_giou_aux_2: 0.4621 (0.4812)  loss_giou_aux_3: 0.4715 (0.4783)  loss_giou_aux_4: 0.4681 (0.4763)  loss_giou_aux_5: 0.5458 (0.5672)  loss_giou_dn_0: 0.5803 (0.5813)  loss_giou_dn_1: 0.4833 (0.4747)  loss_giou_dn_2: 0.4523 (0.4447)  loss_giou_dn_3: 0.4400 (0.4366)  loss_giou_dn_4: 0.4376 (0.4347)  loss_giou_dn_5: 0.4378 (0.4349)  loss_vfl: 0.6528 (0.6714)  loss_vfl_aux_0: 0.7622 (0.7753)  loss_vfl_aux_1: 0.7174 (0.7293)  loss_vfl_aux_2: 0.6845 (0.6986)  loss_vfl_aux_3: 0.6558 (0.6818)  loss_vfl_aux_4: 0.6585 (0.6761)  loss_vfl_aux_5: 0.7435 (0.7603)  loss_vfl_dn_0: 0.4594 (0.4523)  loss_vfl_dn_1: 0.3901 (0.3871)  loss_vfl_dn_2: 0.3726 (0.3712)  loss_vfl_dn_3: 0.3685 (0.3639)  loss_vfl_dn_4: 0.3684 (0.3616)  loss_vfl_dn_5: 0.3688 (0.3607)  time: 0.4926  data: 0.0147  max mem: 5654
Epoch: [41]  [ 600/7393]  eta: 0:58:13  lr: 0.000010  loss: 16.0403 (15.9133)  loss_bbox: 0.1476 (0.1527)  loss_bbox_aux_0: 0.1643 (0.1664)  loss_bbox_aux_1: 0.1586 (0.1579)  loss_bbox_aux_2: 0.1540 (0.1544)  loss_bbox_aux_3: 0.1529 (0.1532)  loss_bbox_aux_4: 0.1476 (0.1523)  loss_bbox_aux_5: 0.1950 (0.2038)  loss_bbox_dn_0: 0.2692 (0.2678)  loss_bbox_dn_1: 0.2022 (0.1981)  loss_bbox_dn_2: 0.1885 (0.1773)  loss_bbox_dn_3: 0.1804 (0.1711)  loss_bbox_dn_4: 0.1782 (0.1697)  loss_bbox_dn_5: 0.1783 (0.1697)  loss_giou: 0.4750 (0.4808)  loss_giou_aux_0: 0.4989 (0.5066)  loss_giou_aux_1: 0.4924 (0.4910)  loss_giou_aux_2: 0.4835 (0.4851)  loss_giou_aux_3: 0.4782 (0.4825)  loss_giou_aux_4: 0.4732 (0.4807)  loss_giou_aux_5: 0.5527 (0.5707)  loss_giou_dn_0: 0.5867 (0.5849)  loss_giou_dn_1: 0.4803 (0.4784)  loss_giou_dn_2: 0.4562 (0.4484)  loss_giou_dn_3: 0.4472 (0.4403)  loss_giou_dn_4: 0.4452 (0.4384)  loss_giou_dn_5: 0.4457 (0.4386)  loss_vfl: 0.6827 (0.6712)  loss_vfl_aux_0: 0.7673 (0.7744)  loss_vfl_aux_1: 0.7262 (0.7283)  loss_vfl_aux_2: 0.7133 (0.6993)  loss_vfl_aux_3: 0.6907 (0.6817)  loss_vfl_aux_4: 0.6710 (0.6758)  loss_vfl_aux_5: 0.7353 (0.7593)  loss_vfl_dn_0: 0.4530 (0.4526)  loss_vfl_dn_1: 0.3909 (0.3880)  loss_vfl_dn_2: 0.3715 (0.3723)  loss_vfl_dn_3: 0.3664 (0.3651)  loss_vfl_dn_4: 0.3653 (0.3627)  loss_vfl_dn_5: 0.3640 (0.3618)  time: 0.4657  data: 0.0148  max mem: 5654
Epoch: [41]  [ 700/7393]  eta: 0:56:51  lr: 0.000010  loss: 15.6812 (15.8997)  loss_bbox: 0.1508 (0.1528)  loss_bbox_aux_0: 0.1582 (0.1664)  loss_bbox_aux_1: 0.1575 (0.1582)  loss_bbox_aux_2: 0.1521 (0.1547)  loss_bbox_aux_3: 0.1523 (0.1533)  loss_bbox_aux_4: 0.1542 (0.1524)  loss_bbox_aux_5: 0.1953 (0.2038)  loss_bbox_dn_0: 0.2567 (0.2692)  loss_bbox_dn_1: 0.1958 (0.1990)  loss_bbox_dn_2: 0.1799 (0.1781)  loss_bbox_dn_3: 0.1724 (0.1720)  loss_bbox_dn_4: 0.1679 (0.1706)  loss_bbox_dn_5: 0.1679 (0.1706)  loss_giou: 0.4580 (0.4784)  loss_giou_aux_0: 0.4908 (0.5040)  loss_giou_aux_1: 0.4602 (0.4887)  loss_giou_aux_2: 0.4558 (0.4829)  loss_giou_aux_3: 0.4587 (0.4799)  loss_giou_aux_4: 0.4619 (0.4784)  loss_giou_aux_5: 0.5495 (0.5686)  loss_giou_dn_0: 0.5928 (0.5838)  loss_giou_dn_1: 0.4628 (0.4770)  loss_giou_dn_2: 0.4342 (0.4470)  loss_giou_dn_3: 0.4235 (0.4389)  loss_giou_dn_4: 0.4220 (0.4370)  loss_giou_dn_5: 0.4225 (0.4372)  loss_vfl: 0.6728 (0.6721)  loss_vfl_aux_0: 0.7517 (0.7755)  loss_vfl_aux_1: 0.7202 (0.7289)  loss_vfl_aux_2: 0.6873 (0.6995)  loss_vfl_aux_3: 0.6763 (0.6827)  loss_vfl_aux_4: 0.6708 (0.6764)  loss_vfl_aux_5: 0.7197 (0.7597)  loss_vfl_dn_0: 0.4564 (0.4530)  loss_vfl_dn_1: 0.3890 (0.3877)  loss_vfl_dn_2: 0.3695 (0.3721)  loss_vfl_dn_3: 0.3635 (0.3649)  loss_vfl_dn_4: 0.3607 (0.3625)  loss_vfl_dn_5: 0.3584 (0.3616)  time: 0.4841  data: 0.0159  max mem: 5654
Epoch: [41]  [ 800/7393]  eta: 0:55:35  lr: 0.000010  loss: 16.1390 (15.9195)  loss_bbox: 0.1592 (0.1531)  loss_bbox_aux_0: 0.1700 (0.1667)  loss_bbox_aux_1: 0.1609 (0.1583)  loss_bbox_aux_2: 0.1596 (0.1551)  loss_bbox_aux_3: 0.1570 (0.1536)  loss_bbox_aux_4: 0.1607 (0.1527)  loss_bbox_aux_5: 0.1943 (0.2039)  loss_bbox_dn_0: 0.2740 (0.2689)  loss_bbox_dn_1: 0.1944 (0.1989)  loss_bbox_dn_2: 0.1624 (0.1781)  loss_bbox_dn_3: 0.1570 (0.1720)  loss_bbox_dn_4: 0.1581 (0.1706)  loss_bbox_dn_5: 0.1584 (0.1706)  loss_giou: 0.4572 (0.4797)  loss_giou_aux_0: 0.5070 (0.5052)  loss_giou_aux_1: 0.4897 (0.4899)  loss_giou_aux_2: 0.4762 (0.4843)  loss_giou_aux_3: 0.4627 (0.4813)  loss_giou_aux_4: 0.4541 (0.4797)  loss_giou_aux_5: 0.5551 (0.5694)  loss_giou_dn_0: 0.5952 (0.5848)  loss_giou_dn_1: 0.4893 (0.4779)  loss_giou_dn_2: 0.4607 (0.4479)  loss_giou_dn_3: 0.4545 (0.4398)  loss_giou_dn_4: 0.4532 (0.4379)  loss_giou_dn_5: 0.4531 (0.4381)  loss_vfl: 0.6849 (0.6727)  loss_vfl_aux_0: 0.7884 (0.7764)  loss_vfl_aux_1: 0.7237 (0.7290)  loss_vfl_aux_2: 0.6934 (0.6996)  loss_vfl_aux_3: 0.6938 (0.6834)  loss_vfl_aux_4: 0.6830 (0.6769)  loss_vfl_aux_5: 0.7795 (0.7606)  loss_vfl_dn_0: 0.4497 (0.4531)  loss_vfl_dn_1: 0.3840 (0.3879)  loss_vfl_dn_2: 0.3693 (0.3723)  loss_vfl_dn_3: 0.3641 (0.3649)  loss_vfl_dn_4: 0.3606 (0.3625)  loss_vfl_dn_5: 0.3598 (0.3616)  time: 0.4848  data: 0.0147  max mem: 5654
Epoch: [41]  [ 900/7393]  eta: 0:54:18  lr: 0.000010  loss: 16.4632 (15.9215)  loss_bbox: 0.1567 (0.1536)  loss_bbox_aux_0: 0.1695 (0.1673)  loss_bbox_aux_1: 0.1504 (0.1587)  loss_bbox_aux_2: 0.1599 (0.1556)  loss_bbox_aux_3: 0.1545 (0.1540)  loss_bbox_aux_4: 0.1514 (0.1533)  loss_bbox_aux_5: 0.2027 (0.2041)  loss_bbox_dn_0: 0.2613 (0.2693)  loss_bbox_dn_1: 0.1986 (0.1993)  loss_bbox_dn_2: 0.1766 (0.1784)  loss_bbox_dn_3: 0.1762 (0.1723)  loss_bbox_dn_4: 0.1775 (0.1709)  loss_bbox_dn_5: 0.1776 (0.1709)  loss_giou: 0.5502 (0.4796)  loss_giou_aux_0: 0.5592 (0.5050)  loss_giou_aux_1: 0.5522 (0.4898)  loss_giou_aux_2: 0.5538 (0.4842)  loss_giou_aux_3: 0.5506 (0.4811)  loss_giou_aux_4: 0.5514 (0.4797)  loss_giou_aux_5: 0.6093 (0.5689)  loss_giou_dn_0: 0.5920 (0.5844)  loss_giou_dn_1: 0.5014 (0.4777)  loss_giou_dn_2: 0.4744 (0.4477)  loss_giou_dn_3: 0.4588 (0.4396)  loss_giou_dn_4: 0.4544 (0.4376)  loss_giou_dn_5: 0.4543 (0.4378)  loss_vfl: 0.6584 (0.6731)  loss_vfl_aux_0: 0.7411 (0.7764)  loss_vfl_aux_1: 0.7139 (0.7291)  loss_vfl_aux_2: 0.6913 (0.6999)  loss_vfl_aux_3: 0.6565 (0.6837)  loss_vfl_aux_4: 0.6587 (0.6771)  loss_vfl_aux_5: 0.7520 (0.7605)  loss_vfl_dn_0: 0.4529 (0.4529)  loss_vfl_dn_1: 0.3920 (0.3877)  loss_vfl_dn_2: 0.3736 (0.3720)  loss_vfl_dn_3: 0.3668 (0.3647)  loss_vfl_dn_4: 0.3638 (0.3623)  loss_vfl_dn_5: 0.3628 (0.3614)  time: 0.4550  data: 0.0145  max mem: 5654
Epoch: [41]  [1000/7393]  eta: 0:53:12  lr: 0.000010  loss: 15.4645 (15.9133)  loss_bbox: 0.1516 (0.1537)  loss_bbox_aux_0: 0.1647 (0.1676)  loss_bbox_aux_1: 0.1609 (0.1588)  loss_bbox_aux_2: 0.1570 (0.1557)  loss_bbox_aux_3: 0.1571 (0.1539)  loss_bbox_aux_4: 0.1542 (0.1534)  loss_bbox_aux_5: 0.2055 (0.2044)  loss_bbox_dn_0: 0.2801 (0.2697)  loss_bbox_dn_1: 0.2180 (0.1996)  loss_bbox_dn_2: 0.1994 (0.1787)  loss_bbox_dn_3: 0.1944 (0.1724)  loss_bbox_dn_4: 0.1893 (0.1710)  loss_bbox_dn_5: 0.1893 (0.1710)  loss_giou: 0.4408 (0.4780)  loss_giou_aux_0: 0.4526 (0.5036)  loss_giou_aux_1: 0.4551 (0.4882)  loss_giou_aux_2: 0.4465 (0.4828)  loss_giou_aux_3: 0.4415 (0.4795)  loss_giou_aux_4: 0.4380 (0.4781)  loss_giou_aux_5: 0.5277 (0.5672)  loss_giou_dn_0: 0.5616 (0.5833)  loss_giou_dn_1: 0.4477 (0.4767)  loss_giou_dn_2: 0.4116 (0.4468)  loss_giou_dn_3: 0.4091 (0.4387)  loss_giou_dn_4: 0.4083 (0.4367)  loss_giou_dn_5: 0.4084 (0.4368)  loss_vfl: 0.6802 (0.6737)  loss_vfl_aux_0: 0.8124 (0.7776)  loss_vfl_aux_1: 0.7481 (0.7302)  loss_vfl_aux_2: 0.7016 (0.7006)  loss_vfl_aux_3: 0.6912 (0.6844)  loss_vfl_aux_4: 0.6821 (0.6777)  loss_vfl_aux_5: 0.8017 (0.7617)  loss_vfl_dn_0: 0.4516 (0.4532)  loss_vfl_dn_1: 0.3849 (0.3877)  loss_vfl_dn_2: 0.3684 (0.3720)  loss_vfl_dn_3: 0.3564 (0.3647)  loss_vfl_dn_4: 0.3543 (0.3622)  loss_vfl_dn_5: 0.3525 (0.3613)  time: 0.4819  data: 0.0154  max mem: 5654
Epoch: [41]  [1100/7393]  eta: 0:52:11  lr: 0.000010  loss: 15.9500 (15.9043)  loss_bbox: 0.1393 (0.1537)  loss_bbox_aux_0: 0.1605 (0.1677)  loss_bbox_aux_1: 0.1533 (0.1588)  loss_bbox_aux_2: 0.1419 (0.1557)  loss_bbox_aux_3: 0.1410 (0.1540)  loss_bbox_aux_4: 0.1393 (0.1534)  loss_bbox_aux_5: 0.1967 (0.2045)  loss_bbox_dn_0: 0.2617 (0.2707)  loss_bbox_dn_1: 0.1936 (0.2001)  loss_bbox_dn_2: 0.1731 (0.1791)  loss_bbox_dn_3: 0.1620 (0.1729)  loss_bbox_dn_4: 0.1606 (0.1715)  loss_bbox_dn_5: 0.1606 (0.1715)  loss_giou: 0.4588 (0.4767)  loss_giou_aux_0: 0.4680 (0.5021)  loss_giou_aux_1: 0.4769 (0.4870)  loss_giou_aux_2: 0.4669 (0.4814)  loss_giou_aux_3: 0.4606 (0.4783)  loss_giou_aux_4: 0.4609 (0.4768)  loss_giou_aux_5: 0.5416 (0.5657)  loss_giou_dn_0: 0.5940 (0.5821)  loss_giou_dn_1: 0.4728 (0.4753)  loss_giou_dn_2: 0.4379 (0.4456)  loss_giou_dn_3: 0.4311 (0.4374)  loss_giou_dn_4: 0.4272 (0.4354)  loss_giou_dn_5: 0.4272 (0.4356)  loss_vfl: 0.6941 (0.6741)  loss_vfl_aux_0: 0.8041 (0.7783)  loss_vfl_aux_1: 0.7351 (0.7308)  loss_vfl_aux_2: 0.7192 (0.7013)  loss_vfl_aux_3: 0.6993 (0.6852)  loss_vfl_aux_4: 0.6997 (0.6780)  loss_vfl_aux_5: 0.7753 (0.7627)  loss_vfl_dn_0: 0.4471 (0.4534)  loss_vfl_dn_1: 0.3821 (0.3876)  loss_vfl_dn_2: 0.3631 (0.3719)  loss_vfl_dn_3: 0.3556 (0.3646)  loss_vfl_dn_4: 0.3541 (0.3621)  loss_vfl_dn_5: 0.3537 (0.3612)  time: 0.4789  data: 0.0141  max mem: 5654
Epoch: [41]  [1200/7393]  eta: 0:51:11  lr: 0.000010  loss: 15.4025 (15.9032)  loss_bbox: 0.1458 (0.1532)  loss_bbox_aux_0: 0.1540 (0.1672)  loss_bbox_aux_1: 0.1506 (0.1585)  loss_bbox_aux_2: 0.1530 (0.1554)  loss_bbox_aux_3: 0.1550 (0.1536)  loss_bbox_aux_4: 0.1475 (0.1530)  loss_bbox_aux_5: 0.1831 (0.2039)  loss_bbox_dn_0: 0.2562 (0.2703)  loss_bbox_dn_1: 0.1926 (0.1997)  loss_bbox_dn_2: 0.1726 (0.1788)  loss_bbox_dn_3: 0.1678 (0.1726)  loss_bbox_dn_4: 0.1657 (0.1712)  loss_bbox_dn_5: 0.1657 (0.1712)  loss_giou: 0.4413 (0.4768)  loss_giou_aux_0: 0.4541 (0.5024)  loss_giou_aux_1: 0.4510 (0.4873)  loss_giou_aux_2: 0.4418 (0.4816)  loss_giou_aux_3: 0.4448 (0.4784)  loss_giou_aux_4: 0.4404 (0.4770)  loss_giou_aux_5: 0.5014 (0.5661)  loss_giou_dn_0: 0.5643 (0.5826)  loss_giou_dn_1: 0.4480 (0.4758)  loss_giou_dn_2: 0.4212 (0.4460)  loss_giou_dn_3: 0.4134 (0.4378)  loss_giou_dn_4: 0.4097 (0.4358)  loss_giou_dn_5: 0.4098 (0.4360)  loss_vfl: 0.6828 (0.6745)  loss_vfl_aux_0: 0.7634 (0.7777)  loss_vfl_aux_1: 0.7055 (0.7303)  loss_vfl_aux_2: 0.7131 (0.7015)  loss_vfl_aux_3: 0.6961 (0.6855)  loss_vfl_aux_4: 0.6848 (0.6783)  loss_vfl_aux_5: 0.7636 (0.7621)  loss_vfl_dn_0: 0.4508 (0.4535)  loss_vfl_dn_1: 0.3875 (0.3877)  loss_vfl_dn_2: 0.3692 (0.3720)  loss_vfl_dn_3: 0.3605 (0.3647)  loss_vfl_dn_4: 0.3574 (0.3621)  loss_vfl_dn_5: 0.3535 (0.3612)  time: 0.4870  data: 0.0139  max mem: 5654
Epoch: [41]  [1300/7393]  eta: 0:50:15  lr: 0.000010  loss: 16.0990 (15.8841)  loss_bbox: 0.1505 (0.1530)  loss_bbox_aux_0: 0.1644 (0.1670)  loss_bbox_aux_1: 0.1478 (0.1583)  loss_bbox_aux_2: 0.1426 (0.1552)  loss_bbox_aux_3: 0.1519 (0.1534)  loss_bbox_aux_4: 0.1536 (0.1528)  loss_bbox_aux_5: 0.1984 (0.2039)  loss_bbox_dn_0: 0.2837 (0.2703)  loss_bbox_dn_1: 0.1913 (0.1996)  loss_bbox_dn_2: 0.1722 (0.1787)  loss_bbox_dn_3: 0.1596 (0.1725)  loss_bbox_dn_4: 0.1563 (0.1711)  loss_bbox_dn_5: 0.1562 (0.1711)  loss_giou: 0.4802 (0.4758)  loss_giou_aux_0: 0.5173 (0.5015)  loss_giou_aux_1: 0.4964 (0.4863)  loss_giou_aux_2: 0.4870 (0.4805)  loss_giou_aux_3: 0.4752 (0.4774)  loss_giou_aux_4: 0.4801 (0.4759)  loss_giou_aux_5: 0.5627 (0.5657)  loss_giou_dn_0: 0.5684 (0.5821)  loss_giou_dn_1: 0.4678 (0.4752)  loss_giou_dn_2: 0.4336 (0.4454)  loss_giou_dn_3: 0.4230 (0.4372)  loss_giou_dn_4: 0.4200 (0.4352)  loss_giou_dn_5: 0.4199 (0.4354)  loss_vfl: 0.6670 (0.6735)  loss_vfl_aux_0: 0.7754 (0.7769)  loss_vfl_aux_1: 0.7269 (0.7297)  loss_vfl_aux_2: 0.6905 (0.7008)  loss_vfl_aux_3: 0.6788 (0.6847)  loss_vfl_aux_4: 0.6661 (0.6773)  loss_vfl_aux_5: 0.7483 (0.7606)  loss_vfl_dn_0: 0.4635 (0.4535)  loss_vfl_dn_1: 0.3914 (0.3876)  loss_vfl_dn_2: 0.3750 (0.3717)  loss_vfl_dn_3: 0.3652 (0.3644)  loss_vfl_dn_4: 0.3662 (0.3619)  loss_vfl_dn_5: 0.3639 (0.3610)  time: 0.4763  data: 0.0145  max mem: 5654
Epoch: [41]  [1400/7393]  eta: 0:49:20  lr: 0.000010  loss: 15.7308 (15.8849)  loss_bbox: 0.1549 (0.1533)  loss_bbox_aux_0: 0.1634 (0.1671)  loss_bbox_aux_1: 0.1609 (0.1586)  loss_bbox_aux_2: 0.1585 (0.1556)  loss_bbox_aux_3: 0.1536 (0.1538)  loss_bbox_aux_4: 0.1545 (0.1532)  loss_bbox_aux_5: 0.1950 (0.2038)  loss_bbox_dn_0: 0.2518 (0.2708)  loss_bbox_dn_1: 0.1915 (0.2000)  loss_bbox_dn_2: 0.1718 (0.1791)  loss_bbox_dn_3: 0.1621 (0.1729)  loss_bbox_dn_4: 0.1630 (0.1715)  loss_bbox_dn_5: 0.1630 (0.1715)  loss_giou: 0.4390 (0.4756)  loss_giou_aux_0: 0.4543 (0.5010)  loss_giou_aux_1: 0.4347 (0.4859)  loss_giou_aux_2: 0.4401 (0.4803)  loss_giou_aux_3: 0.4388 (0.4772)  loss_giou_aux_4: 0.4367 (0.4757)  loss_giou_aux_5: 0.5279 (0.5652)  loss_giou_dn_0: 0.5560 (0.5821)  loss_giou_dn_1: 0.4554 (0.4754)  loss_giou_dn_2: 0.4152 (0.4455)  loss_giou_dn_3: 0.4088 (0.4373)  loss_giou_dn_4: 0.4124 (0.4353)  loss_giou_dn_5: 0.4122 (0.4355)  loss_vfl: 0.6617 (0.6734)  loss_vfl_aux_0: 0.7796 (0.7766)  loss_vfl_aux_1: 0.7267 (0.7294)  loss_vfl_aux_2: 0.6815 (0.7001)  loss_vfl_aux_3: 0.6838 (0.6843)  loss_vfl_aux_4: 0.6786 (0.6772)  loss_vfl_aux_5: 0.7662 (0.7603)  loss_vfl_dn_0: 0.4534 (0.4535)  loss_vfl_dn_1: 0.3895 (0.3876)  loss_vfl_dn_2: 0.3733 (0.3718)  loss_vfl_dn_3: 0.3682 (0.3645)  loss_vfl_dn_4: 0.3663 (0.3619)  loss_vfl_dn_5: 0.3652 (0.3611)  time: 0.4864  data: 0.0148  max mem: 5654
Epoch: [41]  [1500/7393]  eta: 0:48:25  lr: 0.000010  loss: 15.7921 (15.8774)  loss_bbox: 0.1593 (0.1530)  loss_bbox_aux_0: 0.1618 (0.1668)  loss_bbox_aux_1: 0.1497 (0.1583)  loss_bbox_aux_2: 0.1517 (0.1553)  loss_bbox_aux_3: 0.1587 (0.1535)  loss_bbox_aux_4: 0.1575 (0.1529)  loss_bbox_aux_5: 0.2009 (0.2034)  loss_bbox_dn_0: 0.2301 (0.2701)  loss_bbox_dn_1: 0.1821 (0.1995)  loss_bbox_dn_2: 0.1612 (0.1786)  loss_bbox_dn_3: 0.1527 (0.1724)  loss_bbox_dn_4: 0.1518 (0.1710)  loss_bbox_dn_5: 0.1519 (0.1710)  loss_giou: 0.4849 (0.4757)  loss_giou_aux_0: 0.5070 (0.5012)  loss_giou_aux_1: 0.4922 (0.4861)  loss_giou_aux_2: 0.4899 (0.4803)  loss_giou_aux_3: 0.4922 (0.4773)  loss_giou_aux_4: 0.4846 (0.4758)  loss_giou_aux_5: 0.5597 (0.5653)  loss_giou_dn_0: 0.5590 (0.5822)  loss_giou_dn_1: 0.4656 (0.4755)  loss_giou_dn_2: 0.4361 (0.4456)  loss_giou_dn_3: 0.4243 (0.4374)  loss_giou_dn_4: 0.4236 (0.4354)  loss_giou_dn_5: 0.4246 (0.4356)  loss_vfl: 0.6784 (0.6726)  loss_vfl_aux_0: 0.7924 (0.7764)  loss_vfl_aux_1: 0.7116 (0.7288)  loss_vfl_aux_2: 0.7173 (0.6996)  loss_vfl_aux_3: 0.6899 (0.6836)  loss_vfl_aux_4: 0.6801 (0.6765)  loss_vfl_aux_5: 0.7684 (0.7602)  loss_vfl_dn_0: 0.4527 (0.4535)  loss_vfl_dn_1: 0.3971 (0.3876)  loss_vfl_dn_2: 0.3783 (0.3718)  loss_vfl_dn_3: 0.3711 (0.3645)  loss_vfl_dn_4: 0.3731 (0.3620)  loss_vfl_dn_5: 0.3728 (0.3611)  time: 0.4817  data: 0.0148  max mem: 5654
Epoch: [41]  [1600/7393]  eta: 0:47:31  lr: 0.000010  loss: 15.3879 (15.8690)  loss_bbox: 0.1514 (0.1531)  loss_bbox_aux_0: 0.1639 (0.1672)  loss_bbox_aux_1: 0.1550 (0.1585)  loss_bbox_aux_2: 0.1560 (0.1554)  loss_bbox_aux_3: 0.1513 (0.1536)  loss_bbox_aux_4: 0.1534 (0.1529)  loss_bbox_aux_5: 0.1944 (0.2035)  loss_bbox_dn_0: 0.2707 (0.2702)  loss_bbox_dn_1: 0.1904 (0.1995)  loss_bbox_dn_2: 0.1737 (0.1786)  loss_bbox_dn_3: 0.1761 (0.1724)  loss_bbox_dn_4: 0.1754 (0.1710)  loss_bbox_dn_5: 0.1755 (0.1710)  loss_giou: 0.4635 (0.4748)  loss_giou_aux_0: 0.4859 (0.5005)  loss_giou_aux_1: 0.4722 (0.4853)  loss_giou_aux_2: 0.4577 (0.4794)  loss_giou_aux_3: 0.4570 (0.4763)  loss_giou_aux_4: 0.4560 (0.4748)  loss_giou_aux_5: 0.5596 (0.5645)  loss_giou_dn_0: 0.5628 (0.5819)  loss_giou_dn_1: 0.4554 (0.4751)  loss_giou_dn_2: 0.4294 (0.4453)  loss_giou_dn_3: 0.4241 (0.4371)  loss_giou_dn_4: 0.4222 (0.4351)  loss_giou_dn_5: 0.4222 (0.4353)  loss_vfl: 0.6400 (0.6723)  loss_vfl_aux_0: 0.7457 (0.7761)  loss_vfl_aux_1: 0.7092 (0.7290)  loss_vfl_aux_2: 0.6734 (0.6992)  loss_vfl_aux_3: 0.6557 (0.6833)  loss_vfl_aux_4: 0.6487 (0.6763)  loss_vfl_aux_5: 0.7512 (0.7601)  loss_vfl_dn_0: 0.4522 (0.4535)  loss_vfl_dn_1: 0.3849 (0.3877)  loss_vfl_dn_2: 0.3731 (0.3719)  loss_vfl_dn_3: 0.3670 (0.3645)  loss_vfl_dn_4: 0.3655 (0.3620)  loss_vfl_dn_5: 0.3652 (0.3611)  time: 0.4787  data: 0.0150  max mem: 5654
Epoch: [41]  [1700/7393]  eta: 0:46:37  lr: 0.000010  loss: 15.1121 (15.8701)  loss_bbox: 0.1327 (0.1533)  loss_bbox_aux_0: 0.1439 (0.1675)  loss_bbox_aux_1: 0.1302 (0.1587)  loss_bbox_aux_2: 0.1306 (0.1559)  loss_bbox_aux_3: 0.1316 (0.1539)  loss_bbox_aux_4: 0.1284 (0.1532)  loss_bbox_aux_5: 0.1675 (0.2039)  loss_bbox_dn_0: 0.2368 (0.2712)  loss_bbox_dn_1: 0.1726 (0.2003)  loss_bbox_dn_2: 0.1494 (0.1793)  loss_bbox_dn_3: 0.1421 (0.1731)  loss_bbox_dn_4: 0.1401 (0.1717)  loss_bbox_dn_5: 0.1401 (0.1717)  loss_giou: 0.4379 (0.4736)  loss_giou_aux_0: 0.4660 (0.4993)  loss_giou_aux_1: 0.4525 (0.4841)  loss_giou_aux_2: 0.4464 (0.4783)  loss_giou_aux_3: 0.4437 (0.4752)  loss_giou_aux_4: 0.4396 (0.4736)  loss_giou_aux_5: 0.5227 (0.5634)  loss_giou_dn_0: 0.5645 (0.5813)  loss_giou_dn_1: 0.4500 (0.4745)  loss_giou_dn_2: 0.4218 (0.4447)  loss_giou_dn_3: 0.4171 (0.4365)  loss_giou_dn_4: 0.4160 (0.4345)  loss_giou_dn_5: 0.4161 (0.4346)  loss_vfl: 0.6466 (0.6734)  loss_vfl_aux_0: 0.7469 (0.7770)  loss_vfl_aux_1: 0.6944 (0.7298)  loss_vfl_aux_2: 0.6617 (0.6997)  loss_vfl_aux_3: 0.6548 (0.6840)  loss_vfl_aux_4: 0.6493 (0.6772)  loss_vfl_aux_5: 0.7425 (0.7610)  loss_vfl_dn_0: 0.4544 (0.4537)  loss_vfl_dn_1: 0.3936 (0.3877)  loss_vfl_dn_2: 0.3753 (0.3718)  loss_vfl_dn_3: 0.3654 (0.3645)  loss_vfl_dn_4: 0.3638 (0.3619)  loss_vfl_dn_5: 0.3632 (0.3611)  time: 0.4841  data: 0.0150  max mem: 5654
Epoch: [41]  [1800/7393]  eta: 0:45:45  lr: 0.000010  loss: 15.7237 (15.8749)  loss_bbox: 0.1490 (0.1535)  loss_bbox_aux_0: 0.1582 (0.1678)  loss_bbox_aux_1: 0.1481 (0.1589)  loss_bbox_aux_2: 0.1465 (0.1561)  loss_bbox_aux_3: 0.1474 (0.1541)  loss_bbox_aux_4: 0.1468 (0.1534)  loss_bbox_aux_5: 0.1950 (0.2041)  loss_bbox_dn_0: 0.2486 (0.2717)  loss_bbox_dn_1: 0.1914 (0.2006)  loss_bbox_dn_2: 0.1726 (0.1796)  loss_bbox_dn_3: 0.1621 (0.1734)  loss_bbox_dn_4: 0.1595 (0.1720)  loss_bbox_dn_5: 0.1596 (0.1720)  loss_giou: 0.4891 (0.4733)  loss_giou_aux_0: 0.5059 (0.4989)  loss_giou_aux_1: 0.4811 (0.4837)  loss_giou_aux_2: 0.4864 (0.4779)  loss_giou_aux_3: 0.4897 (0.4749)  loss_giou_aux_4: 0.4927 (0.4734)  loss_giou_aux_5: 0.5799 (0.5628)  loss_giou_dn_0: 0.5992 (0.5814)  loss_giou_dn_1: 0.4866 (0.4745)  loss_giou_dn_2: 0.4480 (0.4446)  loss_giou_dn_3: 0.4296 (0.4364)  loss_giou_dn_4: 0.4293 (0.4343)  loss_giou_dn_5: 0.4293 (0.4345)  loss_vfl: 0.6484 (0.6739)  loss_vfl_aux_0: 0.7287 (0.7776)  loss_vfl_aux_1: 0.7056 (0.7305)  loss_vfl_aux_2: 0.6693 (0.7001)  loss_vfl_aux_3: 0.6550 (0.6845)  loss_vfl_aux_4: 0.6474 (0.6776)  loss_vfl_aux_5: 0.7190 (0.7618)  loss_vfl_dn_0: 0.4460 (0.4537)  loss_vfl_dn_1: 0.3917 (0.3878)  loss_vfl_dn_2: 0.3762 (0.3719)  loss_vfl_dn_3: 0.3693 (0.3645)  loss_vfl_dn_4: 0.3663 (0.3620)  loss_vfl_dn_5: 0.3640 (0.3611)  time: 0.4849  data: 0.0142  max mem: 5654
Epoch: [41]  [1900/7393]  eta: 0:44:53  lr: 0.000010  loss: 15.4749 (15.8791)  loss_bbox: 0.1376 (0.1535)  loss_bbox_aux_0: 0.1650 (0.1677)  loss_bbox_aux_1: 0.1511 (0.1587)  loss_bbox_aux_2: 0.1417 (0.1559)  loss_bbox_aux_3: 0.1393 (0.1540)  loss_bbox_aux_4: 0.1390 (0.1534)  loss_bbox_aux_5: 0.1935 (0.2041)  loss_bbox_dn_0: 0.2616 (0.2713)  loss_bbox_dn_1: 0.1881 (0.2002)  loss_bbox_dn_2: 0.1662 (0.1792)  loss_bbox_dn_3: 0.1587 (0.1730)  loss_bbox_dn_4: 0.1575 (0.1716)  loss_bbox_dn_5: 0.1575 (0.1716)  loss_giou: 0.4621 (0.4746)  loss_giou_aux_0: 0.4794 (0.5002)  loss_giou_aux_1: 0.4714 (0.4849)  loss_giou_aux_2: 0.4711 (0.4791)  loss_giou_aux_3: 0.4697 (0.4761)  loss_giou_aux_4: 0.4703 (0.4746)  loss_giou_aux_5: 0.5394 (0.5641)  loss_giou_dn_0: 0.5694 (0.5821)  loss_giou_dn_1: 0.4668 (0.4752)  loss_giou_dn_2: 0.4447 (0.4452)  loss_giou_dn_3: 0.4437 (0.4370)  loss_giou_dn_4: 0.4435 (0.4350)  loss_giou_dn_5: 0.4438 (0.4352)  loss_vfl: 0.6507 (0.6730)  loss_vfl_aux_0: 0.7510 (0.7766)  loss_vfl_aux_1: 0.7372 (0.7300)  loss_vfl_aux_2: 0.6895 (0.6995)  loss_vfl_aux_3: 0.6715 (0.6837)  loss_vfl_aux_4: 0.6568 (0.6768)  loss_vfl_aux_5: 0.7186 (0.7608)  loss_vfl_dn_0: 0.4478 (0.4536)  loss_vfl_dn_1: 0.3923 (0.3878)  loss_vfl_dn_2: 0.3792 (0.3719)  loss_vfl_dn_3: 0.3712 (0.3645)  loss_vfl_dn_4: 0.3648 (0.3620)  loss_vfl_dn_5: 0.3646 (0.3612)  time: 0.4699  data: 0.0145  max mem: 5654
Epoch: [41]  [2000/7393]  eta: 0:44:01  lr: 0.000010  loss: 16.2383 (15.8881)  loss_bbox: 0.1468 (0.1535)  loss_bbox_aux_0: 0.1636 (0.1678)  loss_bbox_aux_1: 0.1533 (0.1588)  loss_bbox_aux_2: 0.1536 (0.1560)  loss_bbox_aux_3: 0.1493 (0.1541)  loss_bbox_aux_4: 0.1497 (0.1534)  loss_bbox_aux_5: 0.2063 (0.2042)  loss_bbox_dn_0: 0.2584 (0.2711)  loss_bbox_dn_1: 0.1997 (0.2002)  loss_bbox_dn_2: 0.1768 (0.1792)  loss_bbox_dn_3: 0.1705 (0.1730)  loss_bbox_dn_4: 0.1705 (0.1716)  loss_bbox_dn_5: 0.1707 (0.1716)  loss_giou: 0.4891 (0.4753)  loss_giou_aux_0: 0.5087 (0.5009)  loss_giou_aux_1: 0.5031 (0.4857)  loss_giou_aux_2: 0.4925 (0.4798)  loss_giou_aux_3: 0.4892 (0.4768)  loss_giou_aux_4: 0.4923 (0.4754)  loss_giou_aux_5: 0.5924 (0.5650)  loss_giou_dn_0: 0.5887 (0.5827)  loss_giou_dn_1: 0.4841 (0.4758)  loss_giou_dn_2: 0.4509 (0.4459)  loss_giou_dn_3: 0.4420 (0.4377)  loss_giou_dn_4: 0.4417 (0.4357)  loss_giou_dn_5: 0.4420 (0.4358)  loss_vfl: 0.6785 (0.6732)  loss_vfl_aux_0: 0.7826 (0.7761)  loss_vfl_aux_1: 0.7376 (0.7298)  loss_vfl_aux_2: 0.7043 (0.6995)  loss_vfl_aux_3: 0.6900 (0.6838)  loss_vfl_aux_4: 0.6860 (0.6770)  loss_vfl_aux_5: 0.7584 (0.7599)  loss_vfl_dn_0: 0.4509 (0.4536)  loss_vfl_dn_1: 0.3919 (0.3879)  loss_vfl_dn_2: 0.3767 (0.3720)  loss_vfl_dn_3: 0.3679 (0.3647)  loss_vfl_dn_4: 0.3647 (0.3621)  loss_vfl_dn_5: 0.3656 (0.3613)  time: 0.4855  data: 0.0142  max mem: 5654
Epoch: [41]  [2100/7393]  eta: 0:43:09  lr: 0.000010  loss: 15.9914 (15.8872)  loss_bbox: 0.1607 (0.1535)  loss_bbox_aux_0: 0.1658 (0.1677)  loss_bbox_aux_1: 0.1611 (0.1588)  loss_bbox_aux_2: 0.1539 (0.1560)  loss_bbox_aux_3: 0.1568 (0.1541)  loss_bbox_aux_4: 0.1625 (0.1534)  loss_bbox_aux_5: 0.1923 (0.2041)  loss_bbox_dn_0: 0.2529 (0.2706)  loss_bbox_dn_1: 0.1871 (0.1998)  loss_bbox_dn_2: 0.1629 (0.1789)  loss_bbox_dn_3: 0.1576 (0.1727)  loss_bbox_dn_4: 0.1563 (0.1713)  loss_bbox_dn_5: 0.1563 (0.1713)  loss_giou: 0.5110 (0.4759)  loss_giou_aux_0: 0.5212 (0.5016)  loss_giou_aux_1: 0.5053 (0.4863)  loss_giou_aux_2: 0.5151 (0.4805)  loss_giou_aux_3: 0.5113 (0.4774)  loss_giou_aux_4: 0.5110 (0.4760)  loss_giou_aux_5: 0.5967 (0.5655)  loss_giou_dn_0: 0.5688 (0.5827)  loss_giou_dn_1: 0.4685 (0.4759)  loss_giou_dn_2: 0.4376 (0.4460)  loss_giou_dn_3: 0.4271 (0.4378)  loss_giou_dn_4: 0.4241 (0.4358)  loss_giou_dn_5: 0.4242 (0.4360)  loss_vfl: 0.6413 (0.6730)  loss_vfl_aux_0: 0.7583 (0.7755)  loss_vfl_aux_1: 0.7069 (0.7292)  loss_vfl_aux_2: 0.6674 (0.6989)  loss_vfl_aux_3: 0.6515 (0.6834)  loss_vfl_aux_4: 0.6479 (0.6767)  loss_vfl_aux_5: 0.7219 (0.7595)  loss_vfl_dn_0: 0.4544 (0.4536)  loss_vfl_dn_1: 0.3966 (0.3879)  loss_vfl_dn_2: 0.3802 (0.3720)  loss_vfl_dn_3: 0.3711 (0.3646)  loss_vfl_dn_4: 0.3690 (0.3621)  loss_vfl_dn_5: 0.3655 (0.3613)  time: 0.4815  data: 0.0146  max mem: 5654
Epoch: [41]  [2200/7393]  eta: 0:42:33  lr: 0.000010  loss: 16.3887 (15.8952)  loss_bbox: 0.1421 (0.1537)  loss_bbox_aux_0: 0.1558 (0.1678)  loss_bbox_aux_1: 0.1560 (0.1588)  loss_bbox_aux_2: 0.1519 (0.1561)  loss_bbox_aux_3: 0.1464 (0.1542)  loss_bbox_aux_4: 0.1406 (0.1536)  loss_bbox_aux_5: 0.1938 (0.2040)  loss_bbox_dn_0: 0.2459 (0.2708)  loss_bbox_dn_1: 0.1948 (0.2000)  loss_bbox_dn_2: 0.1742 (0.1790)  loss_bbox_dn_3: 0.1763 (0.1729)  loss_bbox_dn_4: 0.1749 (0.1715)  loss_bbox_dn_5: 0.1750 (0.1715)  loss_giou: 0.4866 (0.4761)  loss_giou_aux_0: 0.5075 (0.5017)  loss_giou_aux_1: 0.4910 (0.4864)  loss_giou_aux_2: 0.4799 (0.4807)  loss_giou_aux_3: 0.4859 (0.4776)  loss_giou_aux_4: 0.4865 (0.4762)  loss_giou_aux_5: 0.5806 (0.5655)  loss_giou_dn_0: 0.5932 (0.5829)  loss_giou_dn_1: 0.4910 (0.4761)  loss_giou_dn_2: 0.4567 (0.4462)  loss_giou_dn_3: 0.4448 (0.4380)  loss_giou_dn_4: 0.4452 (0.4360)  loss_giou_dn_5: 0.4460 (0.4362)  loss_vfl: 0.6482 (0.6733)  loss_vfl_aux_0: 0.7684 (0.7761)  loss_vfl_aux_1: 0.7352 (0.7298)  loss_vfl_aux_2: 0.6784 (0.6994)  loss_vfl_aux_3: 0.6582 (0.6839)  loss_vfl_aux_4: 0.6522 (0.6770)  loss_vfl_aux_5: 0.7505 (0.7602)  loss_vfl_dn_0: 0.4532 (0.4537)  loss_vfl_dn_1: 0.3916 (0.3880)  loss_vfl_dn_2: 0.3760 (0.3722)  loss_vfl_dn_3: 0.3739 (0.3648)  loss_vfl_dn_4: 0.3697 (0.3622)  loss_vfl_dn_5: 0.3695 (0.3614)  time: 0.8138  data: 0.0137  max mem: 5654
Epoch: [41]  [2300/7393]  eta: 0:41:41  lr: 0.000010  loss: 15.6729 (15.9010)  loss_bbox: 0.1421 (0.1538)  loss_bbox_aux_0: 0.1595 (0.1678)  loss_bbox_aux_1: 0.1496 (0.1589)  loss_bbox_aux_2: 0.1494 (0.1562)  loss_bbox_aux_3: 0.1452 (0.1543)  loss_bbox_aux_4: 0.1414 (0.1537)  loss_bbox_aux_5: 0.1961 (0.2041)  loss_bbox_dn_0: 0.2511 (0.2707)  loss_bbox_dn_1: 0.1818 (0.1999)  loss_bbox_dn_2: 0.1664 (0.1790)  loss_bbox_dn_3: 0.1623 (0.1729)  loss_bbox_dn_4: 0.1627 (0.1715)  loss_bbox_dn_5: 0.1627 (0.1715)  loss_giou: 0.4209 (0.4766)  loss_giou_aux_0: 0.4385 (0.5021)  loss_giou_aux_1: 0.4271 (0.4869)  loss_giou_aux_2: 0.4220 (0.4812)  loss_giou_aux_3: 0.4179 (0.4781)  loss_giou_aux_4: 0.4169 (0.4767)  loss_giou_aux_5: 0.5211 (0.5660)  loss_giou_dn_0: 0.5619 (0.5834)  loss_giou_dn_1: 0.4540 (0.4766)  loss_giou_dn_2: 0.4209 (0.4466)  loss_giou_dn_3: 0.4154 (0.4384)  loss_giou_dn_4: 0.4125 (0.4364)  loss_giou_dn_5: 0.4125 (0.4366)  loss_vfl: 0.6899 (0.6733)  loss_vfl_aux_0: 0.8093 (0.7760)  loss_vfl_aux_1: 0.7661 (0.7298)  loss_vfl_aux_2: 0.7335 (0.6993)  loss_vfl_aux_3: 0.7187 (0.6839)  loss_vfl_aux_4: 0.6986 (0.6770)  loss_vfl_aux_5: 0.7796 (0.7598)  loss_vfl_dn_0: 0.4537 (0.4537)  loss_vfl_dn_1: 0.3809 (0.3880)  loss_vfl_dn_2: 0.3667 (0.3721)  loss_vfl_dn_3: 0.3582 (0.3648)  loss_vfl_dn_4: 0.3558 (0.3622)  loss_vfl_dn_5: 0.3539 (0.3614)  time: 0.4822  data: 0.0140  max mem: 5654
Epoch: [41]  [2400/7393]  eta: 0:40:50  lr: 0.000010  loss: 15.8617 (15.9081)  loss_bbox: 0.1406 (0.1538)  loss_bbox_aux_0: 0.1624 (0.1678)  loss_bbox_aux_1: 0.1549 (0.1589)  loss_bbox_aux_2: 0.1504 (0.1562)  loss_bbox_aux_3: 0.1519 (0.1543)  loss_bbox_aux_4: 0.1384 (0.1536)  loss_bbox_aux_5: 0.2025 (0.2041)  loss_bbox_dn_0: 0.2848 (0.2706)  loss_bbox_dn_1: 0.2055 (0.1998)  loss_bbox_dn_2: 0.1760 (0.1789)  loss_bbox_dn_3: 0.1694 (0.1728)  loss_bbox_dn_4: 0.1684 (0.1714)  loss_bbox_dn_5: 0.1684 (0.1714)  loss_giou: 0.4270 (0.4771)  loss_giou_aux_0: 0.4559 (0.5026)  loss_giou_aux_1: 0.4362 (0.4874)  loss_giou_aux_2: 0.4301 (0.4818)  loss_giou_aux_3: 0.4288 (0.4787)  loss_giou_aux_4: 0.4337 (0.4772)  loss_giou_aux_5: 0.5142 (0.5665)  loss_giou_dn_0: 0.5729 (0.5838)  loss_giou_dn_1: 0.4558 (0.4769)  loss_giou_dn_2: 0.4292 (0.4469)  loss_giou_dn_3: 0.4147 (0.4387)  loss_giou_dn_4: 0.4110 (0.4367)  loss_giou_dn_5: 0.4111 (0.4369)  loss_vfl: 0.6591 (0.6736)  loss_vfl_aux_0: 0.7982 (0.7763)  loss_vfl_aux_1: 0.7364 (0.7301)  loss_vfl_aux_2: 0.7002 (0.6995)  loss_vfl_aux_3: 0.6741 (0.6842)  loss_vfl_aux_4: 0.6630 (0.6773)  loss_vfl_aux_5: 0.7635 (0.7598)  loss_vfl_dn_0: 0.4550 (0.4537)  loss_vfl_dn_1: 0.3901 (0.3880)  loss_vfl_dn_2: 0.3683 (0.3722)  loss_vfl_dn_3: 0.3585 (0.3648)  loss_vfl_dn_4: 0.3572 (0.3623)  loss_vfl_dn_5: 0.3576 (0.3615)  time: 0.4856  data: 0.0144  max mem: 5654
Epoch: [41]  [2500/7393]  eta: 0:40:13  lr: 0.000010  loss: 16.1437 (15.9065)  loss_bbox: 0.1465 (0.1537)  loss_bbox_aux_0: 0.1559 (0.1677)  loss_bbox_aux_1: 0.1469 (0.1587)  loss_bbox_aux_2: 0.1520 (0.1561)  loss_bbox_aux_3: 0.1539 (0.1542)  loss_bbox_aux_4: 0.1511 (0.1535)  loss_bbox_aux_5: 0.1857 (0.2041)  loss_bbox_dn_0: 0.2468 (0.2702)  loss_bbox_dn_1: 0.1764 (0.1996)  loss_bbox_dn_2: 0.1521 (0.1788)  loss_bbox_dn_3: 0.1486 (0.1726)  loss_bbox_dn_4: 0.1476 (0.1712)  loss_bbox_dn_5: 0.1476 (0.1712)  loss_giou: 0.4606 (0.4774)  loss_giou_aux_0: 0.4896 (0.5028)  loss_giou_aux_1: 0.4637 (0.4876)  loss_giou_aux_2: 0.4570 (0.4820)  loss_giou_aux_3: 0.4637 (0.4789)  loss_giou_aux_4: 0.4629 (0.4775)  loss_giou_aux_5: 0.5470 (0.5668)  loss_giou_dn_0: 0.5925 (0.5840)  loss_giou_dn_1: 0.4830 (0.4771)  loss_giou_dn_2: 0.4500 (0.4472)  loss_giou_dn_3: 0.4408 (0.4389)  loss_giou_dn_4: 0.4389 (0.4369)  loss_giou_dn_5: 0.4390 (0.4371)  loss_vfl: 0.6707 (0.6730)  loss_vfl_aux_0: 0.7687 (0.7761)  loss_vfl_aux_1: 0.7287 (0.7298)  loss_vfl_aux_2: 0.6908 (0.6990)  loss_vfl_aux_3: 0.6874 (0.6838)  loss_vfl_aux_4: 0.6718 (0.6768)  loss_vfl_aux_5: 0.7534 (0.7594)  loss_vfl_dn_0: 0.4574 (0.4537)  loss_vfl_dn_1: 0.3966 (0.3881)  loss_vfl_dn_2: 0.3799 (0.3722)  loss_vfl_dn_3: 0.3681 (0.3649)  loss_vfl_dn_4: 0.3684 (0.3624)  loss_vfl_dn_5: 0.3683 (0.3616)  time: 0.4777  data: 0.0141  max mem: 5654
Epoch: [41]  [2600/7393]  eta: 0:39:21  lr: 0.000010  loss: 15.9090 (15.9157)  loss_bbox: 0.1574 (0.1539)  loss_bbox_aux_0: 0.1806 (0.1678)  loss_bbox_aux_1: 0.1681 (0.1590)  loss_bbox_aux_2: 0.1623 (0.1563)  loss_bbox_aux_3: 0.1597 (0.1544)  loss_bbox_aux_4: 0.1586 (0.1537)  loss_bbox_aux_5: 0.2112 (0.2043)  loss_bbox_dn_0: 0.2642 (0.2706)  loss_bbox_dn_1: 0.2007 (0.2000)  loss_bbox_dn_2: 0.1856 (0.1792)  loss_bbox_dn_3: 0.1797 (0.1730)  loss_bbox_dn_4: 0.1791 (0.1716)  loss_bbox_dn_5: 0.1791 (0.1716)  loss_giou: 0.5001 (0.4775)  loss_giou_aux_0: 0.5216 (0.5029)  loss_giou_aux_1: 0.5090 (0.4877)  loss_giou_aux_2: 0.5018 (0.4821)  loss_giou_aux_3: 0.5102 (0.4790)  loss_giou_aux_4: 0.4975 (0.4776)  loss_giou_aux_5: 0.5706 (0.5668)  loss_giou_dn_0: 0.5918 (0.5842)  loss_giou_dn_1: 0.4972 (0.4773)  loss_giou_dn_2: 0.4612 (0.4474)  loss_giou_dn_3: 0.4517 (0.4391)  loss_giou_dn_4: 0.4506 (0.4371)  loss_giou_dn_5: 0.4508 (0.4373)  loss_vfl: 0.6546 (0.6734)  loss_vfl_aux_0: 0.7317 (0.7768)  loss_vfl_aux_1: 0.7172 (0.7303)  loss_vfl_aux_2: 0.6785 (0.6995)  loss_vfl_aux_3: 0.6539 (0.6842)  loss_vfl_aux_4: 0.6547 (0.6772)  loss_vfl_aux_5: 0.7186 (0.7598)  loss_vfl_dn_0: 0.4512 (0.4537)  loss_vfl_dn_1: 0.3891 (0.3881)  loss_vfl_dn_2: 0.3750 (0.3723)  loss_vfl_dn_3: 0.3687 (0.3649)  loss_vfl_dn_4: 0.3648 (0.3624)  loss_vfl_dn_5: 0.3642 (0.3616)  time: 0.4914  data: 0.0140  max mem: 5654
Epoch: [41]  [2700/7393]  eta: 0:38:30  lr: 0.000010  loss: 15.7093 (15.9097)  loss_bbox: 0.1589 (0.1539)  loss_bbox_aux_0: 0.1668 (0.1676)  loss_bbox_aux_1: 0.1591 (0.1588)  loss_bbox_aux_2: 0.1586 (0.1562)  loss_bbox_aux_3: 0.1560 (0.1543)  loss_bbox_aux_4: 0.1577 (0.1536)  loss_bbox_aux_5: 0.1986 (0.2042)  loss_bbox_dn_0: 0.3115 (0.2703)  loss_bbox_dn_1: 0.2286 (0.1998)  loss_bbox_dn_2: 0.2006 (0.1789)  loss_bbox_dn_3: 0.1931 (0.1728)  loss_bbox_dn_4: 0.1935 (0.1714)  loss_bbox_dn_5: 0.1935 (0.1714)  loss_giou: 0.4660 (0.4774)  loss_giou_aux_0: 0.4638 (0.5027)  loss_giou_aux_1: 0.4545 (0.4876)  loss_giou_aux_2: 0.4459 (0.4820)  loss_giou_aux_3: 0.4544 (0.4789)  loss_giou_aux_4: 0.4662 (0.4775)  loss_giou_aux_5: 0.5180 (0.5667)  loss_giou_dn_0: 0.5661 (0.5840)  loss_giou_dn_1: 0.4553 (0.4771)  loss_giou_dn_2: 0.4374 (0.4472)  loss_giou_dn_3: 0.4244 (0.4389)  loss_giou_dn_4: 0.4218 (0.4369)  loss_giou_dn_5: 0.4220 (0.4371)  loss_vfl: 0.6681 (0.6731)  loss_vfl_aux_0: 0.7810 (0.7768)  loss_vfl_aux_1: 0.7159 (0.7302)  loss_vfl_aux_2: 0.7005 (0.6992)  loss_vfl_aux_3: 0.6828 (0.6839)  loss_vfl_aux_4: 0.6697 (0.6769)  loss_vfl_aux_5: 0.7552 (0.7594)  loss_vfl_dn_0: 0.4503 (0.4537)  loss_vfl_dn_1: 0.3906 (0.3881)  loss_vfl_dn_2: 0.3729 (0.3722)  loss_vfl_dn_3: 0.3617 (0.3649)  loss_vfl_dn_4: 0.3594 (0.3624)  loss_vfl_dn_5: 0.3582 (0.3616)  time: 0.4904  data: 0.0139  max mem: 5654
Epoch: [41]  [2800/7393]  eta: 0:37:37  lr: 0.000010  loss: 15.6977 (15.9137)  loss_bbox: 0.1444 (0.1539)  loss_bbox_aux_0: 0.1564 (0.1676)  loss_bbox_aux_1: 0.1454 (0.1589)  loss_bbox_aux_2: 0.1530 (0.1563)  loss_bbox_aux_3: 0.1521 (0.1543)  loss_bbox_aux_4: 0.1444 (0.1537)  loss_bbox_aux_5: 0.1905 (0.2043)  loss_bbox_dn_0: 0.2427 (0.2703)  loss_bbox_dn_1: 0.1825 (0.1997)  loss_bbox_dn_2: 0.1655 (0.1789)  loss_bbox_dn_3: 0.1589 (0.1728)  loss_bbox_dn_4: 0.1590 (0.1714)  loss_bbox_dn_5: 0.1590 (0.1714)  loss_giou: 0.4908 (0.4777)  loss_giou_aux_0: 0.5267 (0.5030)  loss_giou_aux_1: 0.5085 (0.4880)  loss_giou_aux_2: 0.5058 (0.4824)  loss_giou_aux_3: 0.4922 (0.4793)  loss_giou_aux_4: 0.4848 (0.4778)  loss_giou_aux_5: 0.5750 (0.5671)  loss_giou_dn_0: 0.5780 (0.5842)  loss_giou_dn_1: 0.4716 (0.4773)  loss_giou_dn_2: 0.4542 (0.4474)  loss_giou_dn_3: 0.4501 (0.4391)  loss_giou_dn_4: 0.4477 (0.4371)  loss_giou_dn_5: 0.4476 (0.4373)  loss_vfl: 0.6895 (0.6731)  loss_vfl_aux_0: 0.7569 (0.7769)  loss_vfl_aux_1: 0.7255 (0.7303)  loss_vfl_aux_2: 0.7002 (0.6992)  loss_vfl_aux_3: 0.6996 (0.6839)  loss_vfl_aux_4: 0.6973 (0.6769)  loss_vfl_aux_5: 0.7255 (0.7591)  loss_vfl_dn_0: 0.4511 (0.4537)  loss_vfl_dn_1: 0.3888 (0.3881)  loss_vfl_dn_2: 0.3704 (0.3722)  loss_vfl_dn_3: 0.3669 (0.3649)  loss_vfl_dn_4: 0.3654 (0.3624)  loss_vfl_dn_5: 0.3639 (0.3616)  time: 0.4806  data: 0.0140  max mem: 5654
Epoch: [41]  [2900/7393]  eta: 0:36:46  lr: 0.000010  loss: 16.1134 (15.9205)  loss_bbox: 0.1539 (0.1539)  loss_bbox_aux_0: 0.1821 (0.1677)  loss_bbox_aux_1: 0.1629 (0.1589)  loss_bbox_aux_2: 0.1602 (0.1563)  loss_bbox_aux_3: 0.1543 (0.1543)  loss_bbox_aux_4: 0.1542 (0.1537)  loss_bbox_aux_5: 0.2229 (0.2045)  loss_bbox_dn_0: 0.2904 (0.2705)  loss_bbox_dn_1: 0.2271 (0.1999)  loss_bbox_dn_2: 0.1955 (0.1791)  loss_bbox_dn_3: 0.1867 (0.1730)  loss_bbox_dn_4: 0.1868 (0.1716)  loss_bbox_dn_5: 0.1867 (0.1716)  loss_giou: 0.4182 (0.4777)  loss_giou_aux_0: 0.4391 (0.5031)  loss_giou_aux_1: 0.4289 (0.4880)  loss_giou_aux_2: 0.4168 (0.4824)  loss_giou_aux_3: 0.4160 (0.4793)  loss_giou_aux_4: 0.4177 (0.4779)  loss_giou_aux_5: 0.5115 (0.5672)  loss_giou_dn_0: 0.5665 (0.5843)  loss_giou_dn_1: 0.4656 (0.4774)  loss_giou_dn_2: 0.4259 (0.4475)  loss_giou_dn_3: 0.4198 (0.4393)  loss_giou_dn_4: 0.4195 (0.4373)  loss_giou_dn_5: 0.4194 (0.4375)  loss_vfl: 0.6788 (0.6736)  loss_vfl_aux_0: 0.7939 (0.7775)  loss_vfl_aux_1: 0.7551 (0.7310)  loss_vfl_aux_2: 0.7136 (0.6998)  loss_vfl_aux_3: 0.6981 (0.6845)  loss_vfl_aux_4: 0.6863 (0.6774)  loss_vfl_aux_5: 0.7479 (0.7594)  loss_vfl_dn_0: 0.4570 (0.4538)  loss_vfl_dn_1: 0.3890 (0.3882)  loss_vfl_dn_2: 0.3716 (0.3723)  loss_vfl_dn_3: 0.3642 (0.3650)  loss_vfl_dn_4: 0.3608 (0.3625)  loss_vfl_dn_5: 0.3614 (0.3617)  time: 0.4815  data: 0.0142  max mem: 5654
Epoch: [41]  [3000/7393]  eta: 0:36:03  lr: 0.000010  loss: 15.6934 (15.9189)  loss_bbox: 0.1296 (0.1538)  loss_bbox_aux_0: 0.1518 (0.1675)  loss_bbox_aux_1: 0.1432 (0.1587)  loss_bbox_aux_2: 0.1353 (0.1562)  loss_bbox_aux_3: 0.1381 (0.1542)  loss_bbox_aux_4: 0.1302 (0.1535)  loss_bbox_aux_5: 0.1843 (0.2042)  loss_bbox_dn_0: 0.2516 (0.2701)  loss_bbox_dn_1: 0.1841 (0.1996)  loss_bbox_dn_2: 0.1630 (0.1788)  loss_bbox_dn_3: 0.1569 (0.1727)  loss_bbox_dn_4: 0.1537 (0.1713)  loss_bbox_dn_5: 0.1538 (0.1714)  loss_giou: 0.4571 (0.4776)  loss_giou_aux_0: 0.4738 (0.5029)  loss_giou_aux_1: 0.4585 (0.4878)  loss_giou_aux_2: 0.4595 (0.4823)  loss_giou_aux_3: 0.4610 (0.4791)  loss_giou_aux_4: 0.4619 (0.4777)  loss_giou_aux_5: 0.5281 (0.5671)  loss_giou_dn_0: 0.5669 (0.5843)  loss_giou_dn_1: 0.4617 (0.4774)  loss_giou_dn_2: 0.4404 (0.4474)  loss_giou_dn_3: 0.4305 (0.4392)  loss_giou_dn_4: 0.4266 (0.4372)  loss_giou_dn_5: 0.4272 (0.4374)  loss_vfl: 0.6546 (0.6739)  loss_vfl_aux_0: 0.7966 (0.7780)  loss_vfl_aux_1: 0.7416 (0.7316)  loss_vfl_aux_2: 0.6960 (0.7003)  loss_vfl_aux_3: 0.6823 (0.6849)  loss_vfl_aux_4: 0.6775 (0.6777)  loss_vfl_aux_5: 0.7593 (0.7595)  loss_vfl_dn_0: 0.4519 (0.4538)  loss_vfl_dn_1: 0.3918 (0.3882)  loss_vfl_dn_2: 0.3787 (0.3723)  loss_vfl_dn_3: 0.3716 (0.3650)  loss_vfl_dn_4: 0.3662 (0.3625)  loss_vfl_dn_5: 0.3651 (0.3617)  time: 0.4642  data: 0.0138  max mem: 5654
Epoch: [41]  [3100/7393]  eta: 0:35:20  lr: 0.000010  loss: 16.4860 (15.9213)  loss_bbox: 0.1535 (0.1539)  loss_bbox_aux_0: 0.1752 (0.1676)  loss_bbox_aux_1: 0.1661 (0.1588)  loss_bbox_aux_2: 0.1581 (0.1562)  loss_bbox_aux_3: 0.1557 (0.1543)  loss_bbox_aux_4: 0.1537 (0.1536)  loss_bbox_aux_5: 0.2117 (0.2043)  loss_bbox_dn_0: 0.2831 (0.2703)  loss_bbox_dn_1: 0.2141 (0.1997)  loss_bbox_dn_2: 0.1935 (0.1790)  loss_bbox_dn_3: 0.1903 (0.1729)  loss_bbox_dn_4: 0.1897 (0.1715)  loss_bbox_dn_5: 0.1898 (0.1715)  loss_giou: 0.4881 (0.4774)  loss_giou_aux_0: 0.5176 (0.5027)  loss_giou_aux_1: 0.4918 (0.4876)  loss_giou_aux_2: 0.4936 (0.4820)  loss_giou_aux_3: 0.4845 (0.4789)  loss_giou_aux_4: 0.4851 (0.4775)  loss_giou_aux_5: 0.5896 (0.5670)  loss_giou_dn_0: 0.5734 (0.5843)  loss_giou_dn_1: 0.4792 (0.4774)  loss_giou_dn_2: 0.4554 (0.4475)  loss_giou_dn_3: 0.4466 (0.4392)  loss_giou_dn_4: 0.4477 (0.4372)  loss_giou_dn_5: 0.4475 (0.4373)  loss_vfl: 0.7048 (0.6742)  loss_vfl_aux_0: 0.8027 (0.7783)  loss_vfl_aux_1: 0.7598 (0.7319)  loss_vfl_aux_2: 0.7363 (0.7007)  loss_vfl_aux_3: 0.7197 (0.6853)  loss_vfl_aux_4: 0.6992 (0.6780)  loss_vfl_aux_5: 0.7745 (0.7595)  loss_vfl_dn_0: 0.4534 (0.4538)  loss_vfl_dn_1: 0.3928 (0.3883)  loss_vfl_dn_2: 0.3791 (0.3724)  loss_vfl_dn_3: 0.3733 (0.3651)  loss_vfl_dn_4: 0.3688 (0.3626)  loss_vfl_dn_5: 0.3681 (0.3618)  time: 0.4622  data: 0.0133  max mem: 5654
Epoch: [41]  [3200/7393]  eta: 0:34:29  lr: 0.000010  loss: 15.8511 (15.9245)  loss_bbox: 0.1499 (0.1539)  loss_bbox_aux_0: 0.1695 (0.1676)  loss_bbox_aux_1: 0.1546 (0.1589)  loss_bbox_aux_2: 0.1561 (0.1563)  loss_bbox_aux_3: 0.1443 (0.1543)  loss_bbox_aux_4: 0.1528 (0.1537)  loss_bbox_aux_5: 0.2102 (0.2042)  loss_bbox_dn_0: 0.2844 (0.2703)  loss_bbox_dn_1: 0.2085 (0.1998)  loss_bbox_dn_2: 0.1825 (0.1791)  loss_bbox_dn_3: 0.1773 (0.1729)  loss_bbox_dn_4: 0.1742 (0.1716)  loss_bbox_dn_5: 0.1742 (0.1716)  loss_giou: 0.4438 (0.4777)  loss_giou_aux_0: 0.4669 (0.5030)  loss_giou_aux_1: 0.4446 (0.4879)  loss_giou_aux_2: 0.4295 (0.4824)  loss_giou_aux_3: 0.4248 (0.4792)  loss_giou_aux_4: 0.4321 (0.4778)  loss_giou_aux_5: 0.5373 (0.5672)  loss_giou_dn_0: 0.5817 (0.5846)  loss_giou_dn_1: 0.4779 (0.4775)  loss_giou_dn_2: 0.4400 (0.4476)  loss_giou_dn_3: 0.4241 (0.4393)  loss_giou_dn_4: 0.4194 (0.4373)  loss_giou_dn_5: 0.4195 (0.4374)  loss_vfl: 0.6730 (0.6740)  loss_vfl_aux_0: 0.7905 (0.7782)  loss_vfl_aux_1: 0.7304 (0.7321)  loss_vfl_aux_2: 0.6821 (0.7007)  loss_vfl_aux_3: 0.6914 (0.6852)  loss_vfl_aux_4: 0.6725 (0.6778)  loss_vfl_aux_5: 0.7821 (0.7597)  loss_vfl_dn_0: 0.4593 (0.4539)  loss_vfl_dn_1: 0.3885 (0.3882)  loss_vfl_dn_2: 0.3687 (0.3723)  loss_vfl_dn_3: 0.3622 (0.3650)  loss_vfl_dn_4: 0.3584 (0.3625)  loss_vfl_dn_5: 0.3571 (0.3617)  time: 0.4830  data: 0.0140  max mem: 5654
Epoch: [41]  [3300/7393]  eta: 0:33:38  lr: 0.000010  loss: 16.3053 (15.9242)  loss_bbox: 0.1429 (0.1537)  loss_bbox_aux_0: 0.1624 (0.1674)  loss_bbox_aux_1: 0.1454 (0.1586)  loss_bbox_aux_2: 0.1464 (0.1561)  loss_bbox_aux_3: 0.1412 (0.1541)  loss_bbox_aux_4: 0.1356 (0.1535)  loss_bbox_aux_5: 0.2008 (0.2040)  loss_bbox_dn_0: 0.2534 (0.2700)  loss_bbox_dn_1: 0.1917 (0.1995)  loss_bbox_dn_2: 0.1655 (0.1788)  loss_bbox_dn_3: 0.1665 (0.1727)  loss_bbox_dn_4: 0.1635 (0.1713)  loss_bbox_dn_5: 0.1635 (0.1713)  loss_giou: 0.4624 (0.4781)  loss_giou_aux_0: 0.5008 (0.5032)  loss_giou_aux_1: 0.4801 (0.4882)  loss_giou_aux_2: 0.4665 (0.4827)  loss_giou_aux_3: 0.4636 (0.4796)  loss_giou_aux_4: 0.4710 (0.4782)  loss_giou_aux_5: 0.5560 (0.5676)  loss_giou_dn_0: 0.5869 (0.5849)  loss_giou_dn_1: 0.4826 (0.4778)  loss_giou_dn_2: 0.4594 (0.4479)  loss_giou_dn_3: 0.4502 (0.4396)  loss_giou_dn_4: 0.4462 (0.4376)  loss_giou_dn_5: 0.4464 (0.4377)  loss_vfl: 0.6977 (0.6737)  loss_vfl_aux_0: 0.7894 (0.7782)  loss_vfl_aux_1: 0.7431 (0.7318)  loss_vfl_aux_2: 0.7150 (0.7005)  loss_vfl_aux_3: 0.7029 (0.6848)  loss_vfl_aux_4: 0.6927 (0.6775)  loss_vfl_aux_5: 0.7719 (0.7595)  loss_vfl_dn_0: 0.4564 (0.4539)  loss_vfl_dn_1: 0.3928 (0.3883)  loss_vfl_dn_2: 0.3768 (0.3724)  loss_vfl_dn_3: 0.3700 (0.3651)  loss_vfl_dn_4: 0.3676 (0.3626)  loss_vfl_dn_5: 0.3666 (0.3618)  time: 0.4834  data: 0.0140  max mem: 5654
Epoch: [41]  [3400/7393]  eta: 0:32:47  lr: 0.000010  loss: 16.5926 (15.9254)  loss_bbox: 0.1554 (0.1538)  loss_bbox_aux_0: 0.1583 (0.1675)  loss_bbox_aux_1: 0.1523 (0.1587)  loss_bbox_aux_2: 0.1591 (0.1562)  loss_bbox_aux_3: 0.1578 (0.1542)  loss_bbox_aux_4: 0.1555 (0.1536)  loss_bbox_aux_5: 0.1980 (0.2041)  loss_bbox_dn_0: 0.2616 (0.2701)  loss_bbox_dn_1: 0.1897 (0.1995)  loss_bbox_dn_2: 0.1684 (0.1788)  loss_bbox_dn_3: 0.1622 (0.1727)  loss_bbox_dn_4: 0.1617 (0.1713)  loss_bbox_dn_5: 0.1617 (0.1713)  loss_giou: 0.4643 (0.4781)  loss_giou_aux_0: 0.5109 (0.5033)  loss_giou_aux_1: 0.4887 (0.4882)  loss_giou_aux_2: 0.4897 (0.4827)  loss_giou_aux_3: 0.4851 (0.4796)  loss_giou_aux_4: 0.4718 (0.4782)  loss_giou_aux_5: 0.5672 (0.5676)  loss_giou_dn_0: 0.5848 (0.5849)  loss_giou_dn_1: 0.4914 (0.4778)  loss_giou_dn_2: 0.4607 (0.4479)  loss_giou_dn_3: 0.4568 (0.4396)  loss_giou_dn_4: 0.4572 (0.4376)  loss_giou_dn_5: 0.4578 (0.4377)  loss_vfl: 0.6563 (0.6737)  loss_vfl_aux_0: 0.7458 (0.7781)  loss_vfl_aux_1: 0.7278 (0.7318)  loss_vfl_aux_2: 0.7006 (0.7003)  loss_vfl_aux_3: 0.6892 (0.6848)  loss_vfl_aux_4: 0.6713 (0.6775)  loss_vfl_aux_5: 0.7378 (0.7597)  loss_vfl_dn_0: 0.4576 (0.4539)  loss_vfl_dn_1: 0.3891 (0.3884)  loss_vfl_dn_2: 0.3770 (0.3724)  loss_vfl_dn_3: 0.3736 (0.3651)  loss_vfl_dn_4: 0.3724 (0.3626)  loss_vfl_dn_5: 0.3711 (0.3618)  time: 0.4746  data: 0.0141  max mem: 5654
Epoch: [41]  [3500/7393]  eta: 0:31:56  lr: 0.000010  loss: 16.6387 (15.9325)  loss_bbox: 0.1558 (0.1540)  loss_bbox_aux_0: 0.1594 (0.1677)  loss_bbox_aux_1: 0.1571 (0.1589)  loss_bbox_aux_2: 0.1518 (0.1564)  loss_bbox_aux_3: 0.1559 (0.1544)  loss_bbox_aux_4: 0.1558 (0.1538)  loss_bbox_aux_5: 0.1937 (0.2043)  loss_bbox_dn_0: 0.2357 (0.2704)  loss_bbox_dn_1: 0.1939 (0.1999)  loss_bbox_dn_2: 0.1713 (0.1792)  loss_bbox_dn_3: 0.1663 (0.1731)  loss_bbox_dn_4: 0.1636 (0.1717)  loss_bbox_dn_5: 0.1636 (0.1717)  loss_giou: 0.5170 (0.4782)  loss_giou_aux_0: 0.5412 (0.5034)  loss_giou_aux_1: 0.5301 (0.4883)  loss_giou_aux_2: 0.5096 (0.4828)  loss_giou_aux_3: 0.5155 (0.4797)  loss_giou_aux_4: 0.5121 (0.4783)  loss_giou_aux_5: 0.6179 (0.5678)  loss_giou_dn_0: 0.6092 (0.5851)  loss_giou_dn_1: 0.5027 (0.4781)  loss_giou_dn_2: 0.4758 (0.4481)  loss_giou_dn_3: 0.4700 (0.4398)  loss_giou_dn_4: 0.4699 (0.4378)  loss_giou_dn_5: 0.4701 (0.4380)  loss_vfl: 0.6686 (0.6739)  loss_vfl_aux_0: 0.7604 (0.7782)  loss_vfl_aux_1: 0.7206 (0.7321)  loss_vfl_aux_2: 0.7057 (0.7007)  loss_vfl_aux_3: 0.6766 (0.6850)  loss_vfl_aux_4: 0.6702 (0.6778)  loss_vfl_aux_5: 0.7475 (0.7599)  loss_vfl_dn_0: 0.4501 (0.4539)  loss_vfl_dn_1: 0.3954 (0.3884)  loss_vfl_dn_2: 0.3811 (0.3725)  loss_vfl_dn_3: 0.3759 (0.3652)  loss_vfl_dn_4: 0.3741 (0.3626)  loss_vfl_dn_5: 0.3735 (0.3618)  time: 0.4796  data: 0.0138  max mem: 5654
Epoch: [41]  [3600/7393]  eta: 0:31:06  lr: 0.000010  loss: 15.9321 (15.9289)  loss_bbox: 0.1486 (0.1540)  loss_bbox_aux_0: 0.1670 (0.1675)  loss_bbox_aux_1: 0.1560 (0.1588)  loss_bbox_aux_2: 0.1522 (0.1563)  loss_bbox_aux_3: 0.1480 (0.1544)  loss_bbox_aux_4: 0.1479 (0.1537)  loss_bbox_aux_5: 0.2088 (0.2041)  loss_bbox_dn_0: 0.2563 (0.2704)  loss_bbox_dn_1: 0.1975 (0.1998)  loss_bbox_dn_2: 0.1769 (0.1792)  loss_bbox_dn_3: 0.1720 (0.1730)  loss_bbox_dn_4: 0.1704 (0.1716)  loss_bbox_dn_5: 0.1704 (0.1716)  loss_giou: 0.5155 (0.4779)  loss_giou_aux_0: 0.5302 (0.5031)  loss_giou_aux_1: 0.5324 (0.4880)  loss_giou_aux_2: 0.5269 (0.4825)  loss_giou_aux_3: 0.5250 (0.4794)  loss_giou_aux_4: 0.5157 (0.4780)  loss_giou_aux_5: 0.6064 (0.5676)  loss_giou_dn_0: 0.6025 (0.5850)  loss_giou_dn_1: 0.5053 (0.4778)  loss_giou_dn_2: 0.4697 (0.4479)  loss_giou_dn_3: 0.4628 (0.4396)  loss_giou_dn_4: 0.4613 (0.4376)  loss_giou_dn_5: 0.4619 (0.4378)  loss_vfl: 0.6759 (0.6739)  loss_vfl_aux_0: 0.7688 (0.7784)  loss_vfl_aux_1: 0.7092 (0.7324)  loss_vfl_aux_2: 0.6778 (0.7007)  loss_vfl_aux_3: 0.6642 (0.6851)  loss_vfl_aux_4: 0.6595 (0.6777)  loss_vfl_aux_5: 0.7286 (0.7598)  loss_vfl_dn_0: 0.4435 (0.4539)  loss_vfl_dn_1: 0.3875 (0.3883)  loss_vfl_dn_2: 0.3750 (0.3724)  loss_vfl_dn_3: 0.3709 (0.3651)  loss_vfl_dn_4: 0.3667 (0.3626)  loss_vfl_dn_5: 0.3683 (0.3618)  time: 0.4829  data: 0.0141  max mem: 5654
Epoch: [41]  [3700/7393]  eta: 0:30:15  lr: 0.000010  loss: 15.9452 (15.9313)  loss_bbox: 0.1453 (0.1539)  loss_bbox_aux_0: 0.1672 (0.1675)  loss_bbox_aux_1: 0.1576 (0.1587)  loss_bbox_aux_2: 0.1518 (0.1562)  loss_bbox_aux_3: 0.1466 (0.1543)  loss_bbox_aux_4: 0.1453 (0.1537)  loss_bbox_aux_5: 0.1946 (0.2040)  loss_bbox_dn_0: 0.2627 (0.2702)  loss_bbox_dn_1: 0.1873 (0.1997)  loss_bbox_dn_2: 0.1671 (0.1791)  loss_bbox_dn_3: 0.1626 (0.1729)  loss_bbox_dn_4: 0.1626 (0.1715)  loss_bbox_dn_5: 0.1626 (0.1715)  loss_giou: 0.4200 (0.4782)  loss_giou_aux_0: 0.4586 (0.5034)  loss_giou_aux_1: 0.4412 (0.4883)  loss_giou_aux_2: 0.4316 (0.4829)  loss_giou_aux_3: 0.4227 (0.4797)  loss_giou_aux_4: 0.4201 (0.4783)  loss_giou_aux_5: 0.5278 (0.5679)  loss_giou_dn_0: 0.5744 (0.5851)  loss_giou_dn_1: 0.4609 (0.4781)  loss_giou_dn_2: 0.4338 (0.4482)  loss_giou_dn_3: 0.4278 (0.4399)  loss_giou_dn_4: 0.4293 (0.4379)  loss_giou_dn_5: 0.4294 (0.4380)  loss_vfl: 0.6667 (0.6739)  loss_vfl_aux_0: 0.7813 (0.7785)  loss_vfl_aux_1: 0.7140 (0.7324)  loss_vfl_aux_2: 0.6959 (0.7006)  loss_vfl_aux_3: 0.6748 (0.6850)  loss_vfl_aux_4: 0.6657 (0.6776)  loss_vfl_aux_5: 0.7539 (0.7597)  loss_vfl_dn_0: 0.4523 (0.4539)  loss_vfl_dn_1: 0.3848 (0.3884)  loss_vfl_dn_2: 0.3712 (0.3725)  loss_vfl_dn_3: 0.3651 (0.3652)  loss_vfl_dn_4: 0.3623 (0.3626)  loss_vfl_dn_5: 0.3624 (0.3618)  time: 0.4765  data: 0.0139  max mem: 5654
Epoch: [41]  [3800/7393]  eta: 0:29:25  lr: 0.000010  loss: 16.2712 (15.9307)  loss_bbox: 0.1509 (0.1539)  loss_bbox_aux_0: 0.1546 (0.1675)  loss_bbox_aux_1: 0.1578 (0.1587)  loss_bbox_aux_2: 0.1520 (0.1562)  loss_bbox_aux_3: 0.1518 (0.1543)  loss_bbox_aux_4: 0.1523 (0.1537)  loss_bbox_aux_5: 0.1942 (0.2040)  loss_bbox_dn_0: 0.2396 (0.2700)  loss_bbox_dn_1: 0.1782 (0.1996)  loss_bbox_dn_2: 0.1622 (0.1790)  loss_bbox_dn_3: 0.1540 (0.1728)  loss_bbox_dn_4: 0.1537 (0.1715)  loss_bbox_dn_5: 0.1533 (0.1715)  loss_giou: 0.4876 (0.4786)  loss_giou_aux_0: 0.4950 (0.5037)  loss_giou_aux_1: 0.4754 (0.4887)  loss_giou_aux_2: 0.4875 (0.4833)  loss_giou_aux_3: 0.4899 (0.4801)  loss_giou_aux_4: 0.4873 (0.4787)  loss_giou_aux_5: 0.5666 (0.5683)  loss_giou_dn_0: 0.5804 (0.5852)  loss_giou_dn_1: 0.4775 (0.4782)  loss_giou_dn_2: 0.4553 (0.4483)  loss_giou_dn_3: 0.4497 (0.4400)  loss_giou_dn_4: 0.4478 (0.4380)  loss_giou_dn_5: 0.4477 (0.4381)  loss_vfl: 0.6546 (0.6735)  loss_vfl_aux_0: 0.7793 (0.7781)  loss_vfl_aux_1: 0.7365 (0.7321)  loss_vfl_aux_2: 0.6806 (0.7001)  loss_vfl_aux_3: 0.6543 (0.6847)  loss_vfl_aux_4: 0.6518 (0.6772)  loss_vfl_aux_5: 0.7496 (0.7594)  loss_vfl_dn_0: 0.4544 (0.4538)  loss_vfl_dn_1: 0.3909 (0.3883)  loss_vfl_dn_2: 0.3748 (0.3724)  loss_vfl_dn_3: 0.3698 (0.3651)  loss_vfl_dn_4: 0.3683 (0.3626)  loss_vfl_dn_5: 0.3655 (0.3618)  time: 0.4813  data: 0.0139  max mem: 5654
Epoch: [41]  [3900/7393]  eta: 0:28:35  lr: 0.000010  loss: 15.9678 (15.9308)  loss_bbox: 0.1568 (0.1538)  loss_bbox_aux_0: 0.1675 (0.1674)  loss_bbox_aux_1: 0.1592 (0.1586)  loss_bbox_aux_2: 0.1526 (0.1562)  loss_bbox_aux_3: 0.1553 (0.1543)  loss_bbox_aux_4: 0.1560 (0.1536)  loss_bbox_aux_5: 0.1988 (0.2040)  loss_bbox_dn_0: 0.2514 (0.2698)  loss_bbox_dn_1: 0.1838 (0.1995)  loss_bbox_dn_2: 0.1674 (0.1788)  loss_bbox_dn_3: 0.1655 (0.1727)  loss_bbox_dn_4: 0.1615 (0.1713)  loss_bbox_dn_5: 0.1613 (0.1713)  loss_giou: 0.4659 (0.4786)  loss_giou_aux_0: 0.4728 (0.5036)  loss_giou_aux_1: 0.4578 (0.4886)  loss_giou_aux_2: 0.4608 (0.4832)  loss_giou_aux_3: 0.4596 (0.4800)  loss_giou_aux_4: 0.4700 (0.4786)  loss_giou_aux_5: 0.5086 (0.5681)  loss_giou_dn_0: 0.5723 (0.5852)  loss_giou_dn_1: 0.4700 (0.4782)  loss_giou_dn_2: 0.4471 (0.4482)  loss_giou_dn_3: 0.4408 (0.4400)  loss_giou_dn_4: 0.4411 (0.4380)  loss_giou_dn_5: 0.4414 (0.4381)  loss_vfl: 0.6721 (0.6738)  loss_vfl_aux_0: 0.7797 (0.7784)  loss_vfl_aux_1: 0.7327 (0.7324)  loss_vfl_aux_2: 0.6967 (0.7004)  loss_vfl_aux_3: 0.6779 (0.6850)  loss_vfl_aux_4: 0.6646 (0.6776)  loss_vfl_aux_5: 0.7729 (0.7597)  loss_vfl_dn_0: 0.4547 (0.4538)  loss_vfl_dn_1: 0.3849 (0.3883)  loss_vfl_dn_2: 0.3694 (0.3724)  loss_vfl_dn_3: 0.3610 (0.3651)  loss_vfl_dn_4: 0.3600 (0.3625)  loss_vfl_dn_5: 0.3588 (0.3617)  time: 0.4720  data: 0.0143  max mem: 5654
Epoch: [41]  [4000/7393]  eta: 0:27:45  lr: 0.000010  loss: 16.0148 (15.9321)  loss_bbox: 0.1534 (0.1539)  loss_bbox_aux_0: 0.1680 (0.1674)  loss_bbox_aux_1: 0.1656 (0.1586)  loss_bbox_aux_2: 0.1574 (0.1562)  loss_bbox_aux_3: 0.1559 (0.1543)  loss_bbox_aux_4: 0.1550 (0.1537)  loss_bbox_aux_5: 0.2117 (0.2040)  loss_bbox_dn_0: 0.2724 (0.2697)  loss_bbox_dn_1: 0.1976 (0.1994)  loss_bbox_dn_2: 0.1677 (0.1788)  loss_bbox_dn_3: 0.1619 (0.1727)  loss_bbox_dn_4: 0.1604 (0.1713)  loss_bbox_dn_5: 0.1605 (0.1713)  loss_giou: 0.4434 (0.4789)  loss_giou_aux_0: 0.4751 (0.5038)  loss_giou_aux_1: 0.4476 (0.4888)  loss_giou_aux_2: 0.4521 (0.4835)  loss_giou_aux_3: 0.4475 (0.4803)  loss_giou_aux_4: 0.4468 (0.4790)  loss_giou_aux_5: 0.5213 (0.5684)  loss_giou_dn_0: 0.5791 (0.5853)  loss_giou_dn_1: 0.4725 (0.4783)  loss_giou_dn_2: 0.4371 (0.4484)  loss_giou_dn_3: 0.4241 (0.4402)  loss_giou_dn_4: 0.4212 (0.4381)  loss_giou_dn_5: 0.4215 (0.4383)  loss_vfl: 0.6604 (0.6734)  loss_vfl_aux_0: 0.7732 (0.7782)  loss_vfl_aux_1: 0.7233 (0.7321)  loss_vfl_aux_2: 0.6948 (0.7001)  loss_vfl_aux_3: 0.6801 (0.6846)  loss_vfl_aux_4: 0.6686 (0.6772)  loss_vfl_aux_5: 0.7458 (0.7596)  loss_vfl_dn_0: 0.4469 (0.4537)  loss_vfl_dn_1: 0.3845 (0.3883)  loss_vfl_dn_2: 0.3711 (0.3724)  loss_vfl_dn_3: 0.3632 (0.3651)  loss_vfl_dn_4: 0.3630 (0.3626)  loss_vfl_dn_5: 0.3612 (0.3618)  time: 0.4743  data: 0.0142  max mem: 5654
Epoch: [41]  [4100/7393]  eta: 0:26:55  lr: 0.000010  loss: 14.8727 (15.9351)  loss_bbox: 0.1605 (0.1540)  loss_bbox_aux_0: 0.1622 (0.1675)  loss_bbox_aux_1: 0.1561 (0.1587)  loss_bbox_aux_2: 0.1532 (0.1563)  loss_bbox_aux_3: 0.1595 (0.1544)  loss_bbox_aux_4: 0.1588 (0.1538)  loss_bbox_aux_5: 0.2094 (0.2041)  loss_bbox_dn_0: 0.2553 (0.2698)  loss_bbox_dn_1: 0.1969 (0.1995)  loss_bbox_dn_2: 0.1701 (0.1789)  loss_bbox_dn_3: 0.1642 (0.1727)  loss_bbox_dn_4: 0.1627 (0.1713)  loss_bbox_dn_5: 0.1628 (0.1713)  loss_giou: 0.4030 (0.4791)  loss_giou_aux_0: 0.4238 (0.5040)  loss_giou_aux_1: 0.4070 (0.4890)  loss_giou_aux_2: 0.4018 (0.4837)  loss_giou_aux_3: 0.3990 (0.4805)  loss_giou_aux_4: 0.3970 (0.4791)  loss_giou_aux_5: 0.5104 (0.5686)  loss_giou_dn_0: 0.5346 (0.5854)  loss_giou_dn_1: 0.4231 (0.4784)  loss_giou_dn_2: 0.3887 (0.4485)  loss_giou_dn_3: 0.3855 (0.4402)  loss_giou_dn_4: 0.3848 (0.4382)  loss_giou_dn_5: 0.3849 (0.4384)  loss_vfl: 0.6531 (0.6735)  loss_vfl_aux_0: 0.7857 (0.7782)  loss_vfl_aux_1: 0.7170 (0.7323)  loss_vfl_aux_2: 0.6788 (0.7003)  loss_vfl_aux_3: 0.6549 (0.6847)  loss_vfl_aux_4: 0.6640 (0.6773)  loss_vfl_aux_5: 0.7352 (0.7594)  loss_vfl_dn_0: 0.4528 (0.4538)  loss_vfl_dn_1: 0.3853 (0.3883)  loss_vfl_dn_2: 0.3679 (0.3725)  loss_vfl_dn_3: 0.3586 (0.3651)  loss_vfl_dn_4: 0.3530 (0.3626)  loss_vfl_dn_5: 0.3515 (0.3618)  time: 0.4728  data: 0.0142  max mem: 5654
Epoch: [41]  [4200/7393]  eta: 0:26:05  lr: 0.000010  loss: 15.9838 (15.9349)  loss_bbox: 0.1491 (0.1541)  loss_bbox_aux_0: 0.1560 (0.1676)  loss_bbox_aux_1: 0.1556 (0.1588)  loss_bbox_aux_2: 0.1525 (0.1564)  loss_bbox_aux_3: 0.1497 (0.1546)  loss_bbox_aux_4: 0.1491 (0.1539)  loss_bbox_aux_5: 0.1908 (0.2042)  loss_bbox_dn_0: 0.2497 (0.2699)  loss_bbox_dn_1: 0.2095 (0.1996)  loss_bbox_dn_2: 0.1907 (0.1790)  loss_bbox_dn_3: 0.1808 (0.1729)  loss_bbox_dn_4: 0.1801 (0.1715)  loss_bbox_dn_5: 0.1799 (0.1715)  loss_giou: 0.4609 (0.4791)  loss_giou_aux_0: 0.4609 (0.5039)  loss_giou_aux_1: 0.4619 (0.4888)  loss_giou_aux_2: 0.4515 (0.4837)  loss_giou_aux_3: 0.4585 (0.4805)  loss_giou_aux_4: 0.4617 (0.4791)  loss_giou_aux_5: 0.5184 (0.5685)  loss_giou_dn_0: 0.5586 (0.5852)  loss_giou_dn_1: 0.4450 (0.4783)  loss_giou_dn_2: 0.4121 (0.4484)  loss_giou_dn_3: 0.4040 (0.4402)  loss_giou_dn_4: 0.4032 (0.4381)  loss_giou_dn_5: 0.4030 (0.4383)  loss_vfl: 0.6563 (0.6733)  loss_vfl_aux_0: 0.7957 (0.7782)  loss_vfl_aux_1: 0.7307 (0.7323)  loss_vfl_aux_2: 0.6885 (0.7001)  loss_vfl_aux_3: 0.6772 (0.6845)  loss_vfl_aux_4: 0.6750 (0.6771)  loss_vfl_aux_5: 0.7398 (0.7594)  loss_vfl_dn_0: 0.4514 (0.4537)  loss_vfl_dn_1: 0.3867 (0.3883)  loss_vfl_dn_2: 0.3723 (0.3724)  loss_vfl_dn_3: 0.3656 (0.3651)  loss_vfl_dn_4: 0.3639 (0.3626)  loss_vfl_dn_5: 0.3626 (0.3618)  time: 0.4809  data: 0.0138  max mem: 5654
Epoch: [41]  [4300/7393]  eta: 0:25:14  lr: 0.000010  loss: 15.5687 (15.9289)  loss_bbox: 0.1355 (0.1541)  loss_bbox_aux_0: 0.1483 (0.1675)  loss_bbox_aux_1: 0.1466 (0.1587)  loss_bbox_aux_2: 0.1419 (0.1564)  loss_bbox_aux_3: 0.1333 (0.1545)  loss_bbox_aux_4: 0.1367 (0.1539)  loss_bbox_aux_5: 0.1977 (0.2042)  loss_bbox_dn_0: 0.2572 (0.2699)  loss_bbox_dn_1: 0.1915 (0.1996)  loss_bbox_dn_2: 0.1740 (0.1791)  loss_bbox_dn_3: 0.1752 (0.1729)  loss_bbox_dn_4: 0.1752 (0.1715)  loss_bbox_dn_5: 0.1754 (0.1715)  loss_giou: 0.4670 (0.4787)  loss_giou_aux_0: 0.4860 (0.5035)  loss_giou_aux_1: 0.4771 (0.4885)  loss_giou_aux_2: 0.4628 (0.4833)  loss_giou_aux_3: 0.4690 (0.4801)  loss_giou_aux_4: 0.4672 (0.4788)  loss_giou_aux_5: 0.5558 (0.5681)  loss_giou_dn_0: 0.5880 (0.5849)  loss_giou_dn_1: 0.4824 (0.4781)  loss_giou_dn_2: 0.4437 (0.4482)  loss_giou_dn_3: 0.4317 (0.4399)  loss_giou_dn_4: 0.4317 (0.4379)  loss_giou_dn_5: 0.4319 (0.4380)  loss_vfl: 0.6404 (0.6730)  loss_vfl_aux_0: 0.7415 (0.7780)  loss_vfl_aux_1: 0.7095 (0.7322)  loss_vfl_aux_2: 0.6749 (0.7000)  loss_vfl_aux_3: 0.6550 (0.6843)  loss_vfl_aux_4: 0.6407 (0.6768)  loss_vfl_aux_5: 0.7454 (0.7592)  loss_vfl_dn_0: 0.4518 (0.4537)  loss_vfl_dn_1: 0.3924 (0.3882)  loss_vfl_dn_2: 0.3694 (0.3724)  loss_vfl_dn_3: 0.3613 (0.3651)  loss_vfl_dn_4: 0.3610 (0.3625)  loss_vfl_dn_5: 0.3591 (0.3617)  time: 0.4633  data: 0.0138  max mem: 5654
Epoch: [41]  [4400/7393]  eta: 0:24:24  lr: 0.000010  loss: 16.5227 (15.9315)  loss_bbox: 0.1558 (0.1542)  loss_bbox_aux_0: 0.1705 (0.1677)  loss_bbox_aux_1: 0.1630 (0.1588)  loss_bbox_aux_2: 0.1607 (0.1564)  loss_bbox_aux_3: 0.1511 (0.1546)  loss_bbox_aux_4: 0.1557 (0.1540)  loss_bbox_aux_5: 0.2121 (0.2043)  loss_bbox_dn_0: 0.2653 (0.2704)  loss_bbox_dn_1: 0.1975 (0.2000)  loss_bbox_dn_2: 0.1767 (0.1794)  loss_bbox_dn_3: 0.1693 (0.1732)  loss_bbox_dn_4: 0.1690 (0.1719)  loss_bbox_dn_5: 0.1686 (0.1719)  loss_giou: 0.5082 (0.4785)  loss_giou_aux_0: 0.5253 (0.5032)  loss_giou_aux_1: 0.5235 (0.4882)  loss_giou_aux_2: 0.5192 (0.4830)  loss_giou_aux_3: 0.5049 (0.4799)  loss_giou_aux_4: 0.5123 (0.4786)  loss_giou_aux_5: 0.5851 (0.5678)  loss_giou_dn_0: 0.5910 (0.5848)  loss_giou_dn_1: 0.4745 (0.4780)  loss_giou_dn_2: 0.4393 (0.4481)  loss_giou_dn_3: 0.4320 (0.4398)  loss_giou_dn_4: 0.4322 (0.4378)  loss_giou_dn_5: 0.4324 (0.4380)  loss_vfl: 0.6805 (0.6732)  loss_vfl_aux_0: 0.7966 (0.7784)  loss_vfl_aux_1: 0.7531 (0.7326)  loss_vfl_aux_2: 0.7200 (0.7002)  loss_vfl_aux_3: 0.6974 (0.6845)  loss_vfl_aux_4: 0.6762 (0.6770)  loss_vfl_aux_5: 0.7557 (0.7594)  loss_vfl_dn_0: 0.4557 (0.4537)  loss_vfl_dn_1: 0.3943 (0.3883)  loss_vfl_dn_2: 0.3798 (0.3724)  loss_vfl_dn_3: 0.3760 (0.3651)  loss_vfl_dn_4: 0.3724 (0.3625)  loss_vfl_dn_5: 0.3714 (0.3617)  time: 0.4795  data: 0.0138  max mem: 5654
Epoch: [41]  [4500/7393]  eta: 0:23:35  lr: 0.000010  loss: 15.9395 (15.9304)  loss_bbox: 0.1481 (0.1542)  loss_bbox_aux_0: 0.1686 (0.1677)  loss_bbox_aux_1: 0.1538 (0.1589)  loss_bbox_aux_2: 0.1501 (0.1565)  loss_bbox_aux_3: 0.1450 (0.1547)  loss_bbox_aux_4: 0.1474 (0.1540)  loss_bbox_aux_5: 0.1986 (0.2045)  loss_bbox_dn_0: 0.2727 (0.2707)  loss_bbox_dn_1: 0.2056 (0.2002)  loss_bbox_dn_2: 0.1818 (0.1796)  loss_bbox_dn_3: 0.1789 (0.1734)  loss_bbox_dn_4: 0.1788 (0.1720)  loss_bbox_dn_5: 0.1786 (0.1720)  loss_giou: 0.4560 (0.4780)  loss_giou_aux_0: 0.4868 (0.5027)  loss_giou_aux_1: 0.4663 (0.4877)  loss_giou_aux_2: 0.4598 (0.4826)  loss_giou_aux_3: 0.4652 (0.4794)  loss_giou_aux_4: 0.4558 (0.4781)  loss_giou_aux_5: 0.5550 (0.5674)  loss_giou_dn_0: 0.5887 (0.5846)  loss_giou_dn_1: 0.4847 (0.4778)  loss_giou_dn_2: 0.4620 (0.4478)  loss_giou_dn_3: 0.4542 (0.4396)  loss_giou_dn_4: 0.4531 (0.4375)  loss_giou_dn_5: 0.4527 (0.4377)  loss_vfl: 0.6605 (0.6734)  loss_vfl_aux_0: 0.7572 (0.7788)  loss_vfl_aux_1: 0.7109 (0.7331)  loss_vfl_aux_2: 0.6789 (0.7005)  loss_vfl_aux_3: 0.6723 (0.6847)  loss_vfl_aux_4: 0.6583 (0.6773)  loss_vfl_aux_5: 0.7339 (0.7599)  loss_vfl_dn_0: 0.4501 (0.4538)  loss_vfl_dn_1: 0.3885 (0.3883)  loss_vfl_dn_2: 0.3708 (0.3724)  loss_vfl_dn_3: 0.3621 (0.3651)  loss_vfl_dn_4: 0.3605 (0.3625)  loss_vfl_dn_5: 0.3596 (0.3617)  time: 0.4793  data: 0.0140  max mem: 5654
Epoch: [41]  [4600/7393]  eta: 0:22:45  lr: 0.000010  loss: 15.6694 (15.9296)  loss_bbox: 0.1413 (0.1542)  loss_bbox_aux_0: 0.1489 (0.1677)  loss_bbox_aux_1: 0.1400 (0.1589)  loss_bbox_aux_2: 0.1374 (0.1565)  loss_bbox_aux_3: 0.1372 (0.1546)  loss_bbox_aux_4: 0.1433 (0.1540)  loss_bbox_aux_5: 0.1894 (0.2044)  loss_bbox_dn_0: 0.2294 (0.2704)  loss_bbox_dn_1: 0.1792 (0.2000)  loss_bbox_dn_2: 0.1570 (0.1794)  loss_bbox_dn_3: 0.1508 (0.1732)  loss_bbox_dn_4: 0.1495 (0.1718)  loss_bbox_dn_5: 0.1495 (0.1718)  loss_giou: 0.4381 (0.4780)  loss_giou_aux_0: 0.4632 (0.5027)  loss_giou_aux_1: 0.4491 (0.4878)  loss_giou_aux_2: 0.4395 (0.4826)  loss_giou_aux_3: 0.4334 (0.4794)  loss_giou_aux_4: 0.4379 (0.4781)  loss_giou_aux_5: 0.5334 (0.5674)  loss_giou_dn_0: 0.5804 (0.5847)  loss_giou_dn_1: 0.4652 (0.4778)  loss_giou_dn_2: 0.4311 (0.4479)  loss_giou_dn_3: 0.4227 (0.4396)  loss_giou_dn_4: 0.4180 (0.4375)  loss_giou_dn_5: 0.4181 (0.4377)  loss_vfl: 0.6845 (0.6735)  loss_vfl_aux_0: 0.8094 (0.7788)  loss_vfl_aux_1: 0.7442 (0.7330)  loss_vfl_aux_2: 0.7150 (0.7005)  loss_vfl_aux_3: 0.7056 (0.6848)  loss_vfl_aux_4: 0.6996 (0.6773)  loss_vfl_aux_5: 0.7592 (0.7599)  loss_vfl_dn_0: 0.4473 (0.4537)  loss_vfl_dn_1: 0.3912 (0.3882)  loss_vfl_dn_2: 0.3746 (0.3724)  loss_vfl_dn_3: 0.3693 (0.3650)  loss_vfl_dn_4: 0.3676 (0.3625)  loss_vfl_dn_5: 0.3682 (0.3617)  time: 0.4804  data: 0.0140  max mem: 5654
Epoch: [41]  [4700/7393]  eta: 0:21:56  lr: 0.000010  loss: 15.7780 (15.9287)  loss_bbox: 0.1414 (0.1541)  loss_bbox_aux_0: 0.1664 (0.1677)  loss_bbox_aux_1: 0.1509 (0.1589)  loss_bbox_aux_2: 0.1438 (0.1565)  loss_bbox_aux_3: 0.1448 (0.1546)  loss_bbox_aux_4: 0.1435 (0.1539)  loss_bbox_aux_5: 0.1790 (0.2044)  loss_bbox_dn_0: 0.2591 (0.2702)  loss_bbox_dn_1: 0.1777 (0.1998)  loss_bbox_dn_2: 0.1599 (0.1793)  loss_bbox_dn_3: 0.1456 (0.1731)  loss_bbox_dn_4: 0.1432 (0.1717)  loss_bbox_dn_5: 0.1432 (0.1717)  loss_giou: 0.4866 (0.4782)  loss_giou_aux_0: 0.4914 (0.5028)  loss_giou_aux_1: 0.4880 (0.4880)  loss_giou_aux_2: 0.4863 (0.4828)  loss_giou_aux_3: 0.4873 (0.4795)  loss_giou_aux_4: 0.4837 (0.4782)  loss_giou_aux_5: 0.5624 (0.5674)  loss_giou_dn_0: 0.5607 (0.5846)  loss_giou_dn_1: 0.4661 (0.4778)  loss_giou_dn_2: 0.4388 (0.4479)  loss_giou_dn_3: 0.4312 (0.4396)  loss_giou_dn_4: 0.4290 (0.4376)  loss_giou_dn_5: 0.4291 (0.4377)  loss_vfl: 0.6489 (0.6735)  loss_vfl_aux_0: 0.7717 (0.7787)  loss_vfl_aux_1: 0.6943 (0.7329)  loss_vfl_aux_2: 0.6618 (0.7004)  loss_vfl_aux_3: 0.6697 (0.6849)  loss_vfl_aux_4: 0.6525 (0.6773)  loss_vfl_aux_5: 0.7460 (0.7599)  loss_vfl_dn_0: 0.4551 (0.4536)  loss_vfl_dn_1: 0.3934 (0.3882)  loss_vfl_dn_2: 0.3739 (0.3724)  loss_vfl_dn_3: 0.3672 (0.3650)  loss_vfl_dn_4: 0.3681 (0.3625)  loss_vfl_dn_5: 0.3657 (0.3617)  time: 0.4834  data: 0.0144  max mem: 5654
Epoch: [41]  [4800/7393]  eta: 0:21:07  lr: 0.000010  loss: 15.6970 (15.9319)  loss_bbox: 0.1657 (0.1542)  loss_bbox_aux_0: 0.1841 (0.1677)  loss_bbox_aux_1: 0.1711 (0.1590)  loss_bbox_aux_2: 0.1662 (0.1566)  loss_bbox_aux_3: 0.1653 (0.1547)  loss_bbox_aux_4: 0.1667 (0.1540)  loss_bbox_aux_5: 0.2214 (0.2044)  loss_bbox_dn_0: 0.2781 (0.2703)  loss_bbox_dn_1: 0.2104 (0.1999)  loss_bbox_dn_2: 0.1827 (0.1794)  loss_bbox_dn_3: 0.1810 (0.1732)  loss_bbox_dn_4: 0.1782 (0.1718)  loss_bbox_dn_5: 0.1781 (0.1718)  loss_giou: 0.4451 (0.4782)  loss_giou_aux_0: 0.4719 (0.5028)  loss_giou_aux_1: 0.4521 (0.4880)  loss_giou_aux_2: 0.4561 (0.4828)  loss_giou_aux_3: 0.4436 (0.4795)  loss_giou_aux_4: 0.4418 (0.4782)  loss_giou_aux_5: 0.5386 (0.5674)  loss_giou_dn_0: 0.5736 (0.5846)  loss_giou_dn_1: 0.4883 (0.4778)  loss_giou_dn_2: 0.4573 (0.4479)  loss_giou_dn_3: 0.4450 (0.4396)  loss_giou_dn_4: 0.4425 (0.4376)  loss_giou_dn_5: 0.4423 (0.4377)  loss_vfl: 0.6826 (0.6737)  loss_vfl_aux_0: 0.7946 (0.7789)  loss_vfl_aux_1: 0.7419 (0.7331)  loss_vfl_aux_2: 0.7252 (0.7006)  loss_vfl_aux_3: 0.6949 (0.6851)  loss_vfl_aux_4: 0.7029 (0.6776)  loss_vfl_aux_5: 0.7810 (0.7601)  loss_vfl_dn_0: 0.4582 (0.4537)  loss_vfl_dn_1: 0.3936 (0.3883)  loss_vfl_dn_2: 0.3760 (0.3724)  loss_vfl_dn_3: 0.3709 (0.3651)  loss_vfl_dn_4: 0.3675 (0.3625)  loss_vfl_dn_5: 0.3668 (0.3617)  time: 0.4809  data: 0.0136  max mem: 5654
Epoch: [41]  [4900/7393]  eta: 0:20:17  lr: 0.000010  loss: 15.6145 (15.9306)  loss_bbox: 0.1442 (0.1542)  loss_bbox_aux_0: 0.1677 (0.1677)  loss_bbox_aux_1: 0.1535 (0.1589)  loss_bbox_aux_2: 0.1435 (0.1565)  loss_bbox_aux_3: 0.1435 (0.1546)  loss_bbox_aux_4: 0.1425 (0.1540)  loss_bbox_aux_5: 0.1920 (0.2043)  loss_bbox_dn_0: 0.2393 (0.2702)  loss_bbox_dn_1: 0.1789 (0.1998)  loss_bbox_dn_2: 0.1620 (0.1793)  loss_bbox_dn_3: 0.1577 (0.1731)  loss_bbox_dn_4: 0.1570 (0.1717)  loss_bbox_dn_5: 0.1567 (0.1718)  loss_giou: 0.4585 (0.4781)  loss_giou_aux_0: 0.4839 (0.5027)  loss_giou_aux_1: 0.4600 (0.4879)  loss_giou_aux_2: 0.4605 (0.4827)  loss_giou_aux_3: 0.4603 (0.4794)  loss_giou_aux_4: 0.4585 (0.4782)  loss_giou_aux_5: 0.5259 (0.5673)  loss_giou_dn_0: 0.5774 (0.5846)  loss_giou_dn_1: 0.4650 (0.4777)  loss_giou_dn_2: 0.4320 (0.4479)  loss_giou_dn_3: 0.4219 (0.4396)  loss_giou_dn_4: 0.4193 (0.4376)  loss_giou_dn_5: 0.4196 (0.4378)  loss_vfl: 0.6354 (0.6737)  loss_vfl_aux_0: 0.7707 (0.7789)  loss_vfl_aux_1: 0.7155 (0.7331)  loss_vfl_aux_2: 0.6709 (0.7006)  loss_vfl_aux_3: 0.6584 (0.6851)  loss_vfl_aux_4: 0.6434 (0.6776)  loss_vfl_aux_5: 0.7460 (0.7601)  loss_vfl_dn_0: 0.4498 (0.4537)  loss_vfl_dn_1: 0.3873 (0.3883)  loss_vfl_dn_2: 0.3717 (0.3724)  loss_vfl_dn_3: 0.3621 (0.3651)  loss_vfl_dn_4: 0.3603 (0.3625)  loss_vfl_dn_5: 0.3608 (0.3617)  time: 0.4782  data: 0.0140  max mem: 5654
Epoch: [41]  [5000/7393]  eta: 0:19:28  lr: 0.000010  loss: 16.2947 (15.9302)  loss_bbox: 0.1633 (0.1544)  loss_bbox_aux_0: 0.1764 (0.1679)  loss_bbox_aux_1: 0.1686 (0.1591)  loss_bbox_aux_2: 0.1645 (0.1567)  loss_bbox_aux_3: 0.1615 (0.1548)  loss_bbox_aux_4: 0.1627 (0.1541)  loss_bbox_aux_5: 0.2009 (0.2045)  loss_bbox_dn_0: 0.2788 (0.2704)  loss_bbox_dn_1: 0.2040 (0.1999)  loss_bbox_dn_2: 0.1770 (0.1794)  loss_bbox_dn_3: 0.1666 (0.1732)  loss_bbox_dn_4: 0.1637 (0.1718)  loss_bbox_dn_5: 0.1635 (0.1718)  loss_giou: 0.4763 (0.4780)  loss_giou_aux_0: 0.4913 (0.5026)  loss_giou_aux_1: 0.4776 (0.4878)  loss_giou_aux_2: 0.4727 (0.4826)  loss_giou_aux_3: 0.4840 (0.4793)  loss_giou_aux_4: 0.4777 (0.4781)  loss_giou_aux_5: 0.5536 (0.5671)  loss_giou_dn_0: 0.5982 (0.5844)  loss_giou_dn_1: 0.4791 (0.4776)  loss_giou_dn_2: 0.4462 (0.4477)  loss_giou_dn_3: 0.4456 (0.4395)  loss_giou_dn_4: 0.4457 (0.4374)  loss_giou_dn_5: 0.4463 (0.4376)  loss_vfl: 0.6382 (0.6737)  loss_vfl_aux_0: 0.7523 (0.7788)  loss_vfl_aux_1: 0.7222 (0.7331)  loss_vfl_aux_2: 0.6885 (0.7006)  loss_vfl_aux_3: 0.6699 (0.6851)  loss_vfl_aux_4: 0.6476 (0.6775)  loss_vfl_aux_5: 0.7512 (0.7602)  loss_vfl_dn_0: 0.4505 (0.4537)  loss_vfl_dn_1: 0.3856 (0.3882)  loss_vfl_dn_2: 0.3692 (0.3724)  loss_vfl_dn_3: 0.3628 (0.3650)  loss_vfl_dn_4: 0.3619 (0.3625)  loss_vfl_dn_5: 0.3595 (0.3617)  time: 0.4849  data: 0.0145  max mem: 5654
Epoch: [41]  [5100/7393]  eta: 0:18:42  lr: 0.000010  loss: 15.8060 (15.9288)  loss_bbox: 0.1405 (0.1543)  loss_bbox_aux_0: 0.1559 (0.1678)  loss_bbox_aux_1: 0.1479 (0.1591)  loss_bbox_aux_2: 0.1451 (0.1566)  loss_bbox_aux_3: 0.1426 (0.1547)  loss_bbox_aux_4: 0.1405 (0.1541)  loss_bbox_aux_5: 0.2009 (0.2044)  loss_bbox_dn_0: 0.2765 (0.2702)  loss_bbox_dn_1: 0.2042 (0.1998)  loss_bbox_dn_2: 0.1782 (0.1793)  loss_bbox_dn_3: 0.1694 (0.1731)  loss_bbox_dn_4: 0.1646 (0.1717)  loss_bbox_dn_5: 0.1646 (0.1717)  loss_giou: 0.4228 (0.4778)  loss_giou_aux_0: 0.4563 (0.5024)  loss_giou_aux_1: 0.4394 (0.4876)  loss_giou_aux_2: 0.4252 (0.4824)  loss_giou_aux_3: 0.4203 (0.4791)  loss_giou_aux_4: 0.4209 (0.4779)  loss_giou_aux_5: 0.5492 (0.5669)  loss_giou_dn_0: 0.5663 (0.5844)  loss_giou_dn_1: 0.4582 (0.4776)  loss_giou_dn_2: 0.4292 (0.4477)  loss_giou_dn_3: 0.4168 (0.4394)  loss_giou_dn_4: 0.4169 (0.4374)  loss_giou_dn_5: 0.4177 (0.4375)  loss_vfl: 0.6663 (0.6739)  loss_vfl_aux_0: 0.7878 (0.7789)  loss_vfl_aux_1: 0.7263 (0.7332)  loss_vfl_aux_2: 0.6902 (0.7008)  loss_vfl_aux_3: 0.6816 (0.6853)  loss_vfl_aux_4: 0.6738 (0.6777)  loss_vfl_aux_5: 0.7723 (0.7603)  loss_vfl_dn_0: 0.4484 (0.4537)  loss_vfl_dn_1: 0.3969 (0.3882)  loss_vfl_dn_2: 0.3787 (0.3724)  loss_vfl_dn_3: 0.3666 (0.3650)  loss_vfl_dn_4: 0.3642 (0.3625)  loss_vfl_dn_5: 0.3624 (0.3617)  time: 0.4813  data: 0.0144  max mem: 5654
Epoch: [41]  [5200/7393]  eta: 0:17:52  lr: 0.000010  loss: 15.2677 (15.9261)  loss_bbox: 0.1684 (0.1543)  loss_bbox_aux_0: 0.1661 (0.1678)  loss_bbox_aux_1: 0.1626 (0.1591)  loss_bbox_aux_2: 0.1596 (0.1566)  loss_bbox_aux_3: 0.1632 (0.1547)  loss_bbox_aux_4: 0.1683 (0.1541)  loss_bbox_aux_5: 0.2086 (0.2044)  loss_bbox_dn_0: 0.3021 (0.2703)  loss_bbox_dn_1: 0.2127 (0.1999)  loss_bbox_dn_2: 0.1840 (0.1793)  loss_bbox_dn_3: 0.1796 (0.1732)  loss_bbox_dn_4: 0.1765 (0.1718)  loss_bbox_dn_5: 0.1765 (0.1718)  loss_giou: 0.4423 (0.4776)  loss_giou_aux_0: 0.4553 (0.5021)  loss_giou_aux_1: 0.4288 (0.4873)  loss_giou_aux_2: 0.4271 (0.4821)  loss_giou_aux_3: 0.4294 (0.4788)  loss_giou_aux_4: 0.4419 (0.4776)  loss_giou_aux_5: 0.5165 (0.5667)  loss_giou_dn_0: 0.5562 (0.5843)  loss_giou_dn_1: 0.4428 (0.4774)  loss_giou_dn_2: 0.4164 (0.4475)  loss_giou_dn_3: 0.4059 (0.4393)  loss_giou_dn_4: 0.4034 (0.4372)  loss_giou_dn_5: 0.4038 (0.4374)  loss_vfl: 0.6407 (0.6738)  loss_vfl_aux_0: 0.7616 (0.7790)  loss_vfl_aux_1: 0.7252 (0.7332)  loss_vfl_aux_2: 0.6902 (0.7008)  loss_vfl_aux_3: 0.6608 (0.6854)  loss_vfl_aux_4: 0.6447 (0.6777)  loss_vfl_aux_5: 0.7437 (0.7605)  loss_vfl_dn_0: 0.4495 (0.4536)  loss_vfl_dn_1: 0.3829 (0.3882)  loss_vfl_dn_2: 0.3688 (0.3724)  loss_vfl_dn_3: 0.3558 (0.3650)  loss_vfl_dn_4: 0.3540 (0.3625)  loss_vfl_dn_5: 0.3534 (0.3617)  time: 0.4811  data: 0.0135  max mem: 5654
Epoch: [41]  [5300/7393]  eta: 0:17:05  lr: 0.000010  loss: 15.1261 (15.9269)  loss_bbox: 0.1468 (0.1543)  loss_bbox_aux_0: 0.1637 (0.1678)  loss_bbox_aux_1: 0.1496 (0.1591)  loss_bbox_aux_2: 0.1457 (0.1566)  loss_bbox_aux_3: 0.1475 (0.1548)  loss_bbox_aux_4: 0.1468 (0.1541)  loss_bbox_aux_5: 0.2103 (0.2044)  loss_bbox_dn_0: 0.2676 (0.2704)  loss_bbox_dn_1: 0.1930 (0.2000)  loss_bbox_dn_2: 0.1692 (0.1794)  loss_bbox_dn_3: 0.1647 (0.1733)  loss_bbox_dn_4: 0.1632 (0.1719)  loss_bbox_dn_5: 0.1632 (0.1719)  loss_giou: 0.4123 (0.4774)  loss_giou_aux_0: 0.4362 (0.5020)  loss_giou_aux_1: 0.4166 (0.4872)  loss_giou_aux_2: 0.4148 (0.4819)  loss_giou_aux_3: 0.4115 (0.4787)  loss_giou_aux_4: 0.4122 (0.4775)  loss_giou_aux_5: 0.5149 (0.5664)  loss_giou_dn_0: 0.5352 (0.5842)  loss_giou_dn_1: 0.4304 (0.4774)  loss_giou_dn_2: 0.3987 (0.4475)  loss_giou_dn_3: 0.3882 (0.4393)  loss_giou_dn_4: 0.3872 (0.4372)  loss_giou_dn_5: 0.3870 (0.4374)  loss_vfl: 0.6629 (0.6739)  loss_vfl_aux_0: 0.7772 (0.7790)  loss_vfl_aux_1: 0.7383 (0.7333)  loss_vfl_aux_2: 0.7041 (0.7010)  loss_vfl_aux_3: 0.6742 (0.6855)  loss_vfl_aux_4: 0.6695 (0.6777)  loss_vfl_aux_5: 0.7640 (0.7608)  loss_vfl_dn_0: 0.4522 (0.4537)  loss_vfl_dn_1: 0.3853 (0.3883)  loss_vfl_dn_2: 0.3693 (0.3724)  loss_vfl_dn_3: 0.3618 (0.3650)  loss_vfl_dn_4: 0.3594 (0.3625)  loss_vfl_dn_5: 0.3589 (0.3617)  time: 0.4739  data: 0.0137  max mem: 5654
Epoch: [41]  [5400/7393]  eta: 0:16:16  lr: 0.000010  loss: 16.2027 (15.9294)  loss_bbox: 0.1440 (0.1543)  loss_bbox_aux_0: 0.1640 (0.1678)  loss_bbox_aux_1: 0.1526 (0.1591)  loss_bbox_aux_2: 0.1481 (0.1566)  loss_bbox_aux_3: 0.1425 (0.1547)  loss_bbox_aux_4: 0.1471 (0.1541)  loss_bbox_aux_5: 0.2075 (0.2044)  loss_bbox_dn_0: 0.2719 (0.2704)  loss_bbox_dn_1: 0.2011 (0.2000)  loss_bbox_dn_2: 0.1842 (0.1794)  loss_bbox_dn_3: 0.1769 (0.1733)  loss_bbox_dn_4: 0.1757 (0.1719)  loss_bbox_dn_5: 0.1758 (0.1719)  loss_giou: 0.4424 (0.4774)  loss_giou_aux_0: 0.4797 (0.5020)  loss_giou_aux_1: 0.4765 (0.4871)  loss_giou_aux_2: 0.4582 (0.4819)  loss_giou_aux_3: 0.4340 (0.4787)  loss_giou_aux_4: 0.4449 (0.4775)  loss_giou_aux_5: 0.5446 (0.5664)  loss_giou_dn_0: 0.5713 (0.5842)  loss_giou_dn_1: 0.4674 (0.4774)  loss_giou_dn_2: 0.4291 (0.4475)  loss_giou_dn_3: 0.4173 (0.4393)  loss_giou_dn_4: 0.4136 (0.4372)  loss_giou_dn_5: 0.4134 (0.4374)  loss_vfl: 0.7067 (0.6742)  loss_vfl_aux_0: 0.8215 (0.7793)  loss_vfl_aux_1: 0.7708 (0.7336)  loss_vfl_aux_2: 0.7294 (0.7014)  loss_vfl_aux_3: 0.7173 (0.6859)  loss_vfl_aux_4: 0.6974 (0.6781)  loss_vfl_aux_5: 0.7849 (0.7611)  loss_vfl_dn_0: 0.4573 (0.4537)  loss_vfl_dn_1: 0.3949 (0.3883)  loss_vfl_dn_2: 0.3815 (0.3725)  loss_vfl_dn_3: 0.3726 (0.3651)  loss_vfl_dn_4: 0.3694 (0.3625)  loss_vfl_dn_5: 0.3669 (0.3618)  time: 0.4741  data: 0.0147  max mem: 5654
Epoch: [41]  [5500/7393]  eta: 0:15:26  lr: 0.000010  loss: 15.9429 (15.9288)  loss_bbox: 0.1455 (0.1543)  loss_bbox_aux_0: 0.1641 (0.1679)  loss_bbox_aux_1: 0.1538 (0.1591)  loss_bbox_aux_2: 0.1511 (0.1566)  loss_bbox_aux_3: 0.1454 (0.1548)  loss_bbox_aux_4: 0.1425 (0.1541)  loss_bbox_aux_5: 0.2134 (0.2045)  loss_bbox_dn_0: 0.2676 (0.2707)  loss_bbox_dn_1: 0.2188 (0.2002)  loss_bbox_dn_2: 0.1978 (0.1796)  loss_bbox_dn_3: 0.1926 (0.1735)  loss_bbox_dn_4: 0.1926 (0.1721)  loss_bbox_dn_5: 0.1926 (0.1721)  loss_giou: 0.4434 (0.4769)  loss_giou_aux_0: 0.4732 (0.5015)  loss_giou_aux_1: 0.4582 (0.4867)  loss_giou_aux_2: 0.4487 (0.4814)  loss_giou_aux_3: 0.4442 (0.4782)  loss_giou_aux_4: 0.4435 (0.4770)  loss_giou_aux_5: 0.5186 (0.5660)  loss_giou_dn_0: 0.5680 (0.5840)  loss_giou_dn_1: 0.4533 (0.4772)  loss_giou_dn_2: 0.4201 (0.4473)  loss_giou_dn_3: 0.4104 (0.4390)  loss_giou_dn_4: 0.4073 (0.4370)  loss_giou_dn_5: 0.4081 (0.4372)  loss_vfl: 0.6928 (0.6745)  loss_vfl_aux_0: 0.7879 (0.7797)  loss_vfl_aux_1: 0.7432 (0.7339)  loss_vfl_aux_2: 0.7174 (0.7017)  loss_vfl_aux_3: 0.6934 (0.6862)  loss_vfl_aux_4: 0.6934 (0.6784)  loss_vfl_aux_5: 0.7719 (0.7615)  loss_vfl_dn_0: 0.4569 (0.4537)  loss_vfl_dn_1: 0.3835 (0.3883)  loss_vfl_dn_2: 0.3667 (0.3724)  loss_vfl_dn_3: 0.3596 (0.3651)  loss_vfl_dn_4: 0.3540 (0.3625)  loss_vfl_dn_5: 0.3532 (0.3617)  time: 0.4842  data: 0.0147  max mem: 5654
Epoch: [41]  [5600/7393]  eta: 0:14:37  lr: 0.000010  loss: 15.7884 (15.9317)  loss_bbox: 0.1610 (0.1544)  loss_bbox_aux_0: 0.1711 (0.1679)  loss_bbox_aux_1: 0.1664 (0.1592)  loss_bbox_aux_2: 0.1545 (0.1567)  loss_bbox_aux_3: 0.1583 (0.1548)  loss_bbox_aux_4: 0.1599 (0.1542)  loss_bbox_aux_5: 0.2105 (0.2045)  loss_bbox_dn_0: 0.2766 (0.2707)  loss_bbox_dn_1: 0.2086 (0.2003)  loss_bbox_dn_2: 0.1916 (0.1797)  loss_bbox_dn_3: 0.1837 (0.1736)  loss_bbox_dn_4: 0.1815 (0.1722)  loss_bbox_dn_5: 0.1815 (0.1722)  loss_giou: 0.4506 (0.4770)  loss_giou_aux_0: 0.4828 (0.5016)  loss_giou_aux_1: 0.4524 (0.4867)  loss_giou_aux_2: 0.4502 (0.4815)  loss_giou_aux_3: 0.4490 (0.4783)  loss_giou_aux_4: 0.4485 (0.4771)  loss_giou_aux_5: 0.5533 (0.5661)  loss_giou_dn_0: 0.5623 (0.5841)  loss_giou_dn_1: 0.4454 (0.4773)  loss_giou_dn_2: 0.4137 (0.4474)  loss_giou_dn_3: 0.4064 (0.4392)  loss_giou_dn_4: 0.4047 (0.4371)  loss_giou_dn_5: 0.4047 (0.4373)  loss_vfl: 0.6383 (0.6746)  loss_vfl_aux_0: 0.7240 (0.7797)  loss_vfl_aux_1: 0.6733 (0.7341)  loss_vfl_aux_2: 0.6580 (0.7018)  loss_vfl_aux_3: 0.6462 (0.6863)  loss_vfl_aux_4: 0.6529 (0.6785)  loss_vfl_aux_5: 0.7266 (0.7616)  loss_vfl_dn_0: 0.4434 (0.4538)  loss_vfl_dn_1: 0.3818 (0.3884)  loss_vfl_dn_2: 0.3647 (0.3725)  loss_vfl_dn_3: 0.3524 (0.3651)  loss_vfl_dn_4: 0.3489 (0.3626)  loss_vfl_dn_5: 0.3492 (0.3618)  time: 0.4986  data: 0.0141  max mem: 5654
Epoch: [41]  [5700/7393]  eta: 0:13:48  lr: 0.000010  loss: 15.7296 (15.9309)  loss_bbox: 0.1442 (0.1544)  loss_bbox_aux_0: 0.1523 (0.1679)  loss_bbox_aux_1: 0.1482 (0.1591)  loss_bbox_aux_2: 0.1496 (0.1567)  loss_bbox_aux_3: 0.1472 (0.1548)  loss_bbox_aux_4: 0.1442 (0.1541)  loss_bbox_aux_5: 0.1894 (0.2045)  loss_bbox_dn_0: 0.2444 (0.2706)  loss_bbox_dn_1: 0.1877 (0.2002)  loss_bbox_dn_2: 0.1705 (0.1796)  loss_bbox_dn_3: 0.1663 (0.1735)  loss_bbox_dn_4: 0.1639 (0.1721)  loss_bbox_dn_5: 0.1639 (0.1721)  loss_giou: 0.4309 (0.4770)  loss_giou_aux_0: 0.4636 (0.5017)  loss_giou_aux_1: 0.4577 (0.4868)  loss_giou_aux_2: 0.4414 (0.4815)  loss_giou_aux_3: 0.4370 (0.4783)  loss_giou_aux_4: 0.4306 (0.4771)  loss_giou_aux_5: 0.5225 (0.5662)  loss_giou_dn_0: 0.5690 (0.5840)  loss_giou_dn_1: 0.4582 (0.4772)  loss_giou_dn_2: 0.4251 (0.4474)  loss_giou_dn_3: 0.4140 (0.4391)  loss_giou_dn_4: 0.4100 (0.4371)  loss_giou_dn_5: 0.4101 (0.4373)  loss_vfl: 0.6870 (0.6747)  loss_vfl_aux_0: 0.8096 (0.7797)  loss_vfl_aux_1: 0.7443 (0.7340)  loss_vfl_aux_2: 0.6985 (0.7018)  loss_vfl_aux_3: 0.6930 (0.6863)  loss_vfl_aux_4: 0.6886 (0.6785)  loss_vfl_aux_5: 0.7684 (0.7616)  loss_vfl_dn_0: 0.4490 (0.4537)  loss_vfl_dn_1: 0.3826 (0.3883)  loss_vfl_dn_2: 0.3681 (0.3725)  loss_vfl_dn_3: 0.3637 (0.3651)  loss_vfl_dn_4: 0.3606 (0.3625)  loss_vfl_dn_5: 0.3593 (0.3618)  time: 0.4829  data: 0.0138  max mem: 5654
Epoch: [41]  [5800/7393]  eta: 0:13:00  lr: 0.000010  loss: 16.1363 (15.9368)  loss_bbox: 0.1410 (0.1544)  loss_bbox_aux_0: 0.1568 (0.1680)  loss_bbox_aux_1: 0.1419 (0.1592)  loss_bbox_aux_2: 0.1429 (0.1567)  loss_bbox_aux_3: 0.1432 (0.1549)  loss_bbox_aux_4: 0.1393 (0.1542)  loss_bbox_aux_5: 0.1923 (0.2045)  loss_bbox_dn_0: 0.2589 (0.2707)  loss_bbox_dn_1: 0.1793 (0.2003)  loss_bbox_dn_2: 0.1626 (0.1797)  loss_bbox_dn_3: 0.1580 (0.1736)  loss_bbox_dn_4: 0.1591 (0.1722)  loss_bbox_dn_5: 0.1594 (0.1722)  loss_giou: 0.4440 (0.4773)  loss_giou_aux_0: 0.4866 (0.5020)  loss_giou_aux_1: 0.4734 (0.4870)  loss_giou_aux_2: 0.4546 (0.4818)  loss_giou_aux_3: 0.4658 (0.4786)  loss_giou_aux_4: 0.4443 (0.4774)  loss_giou_aux_5: 0.5595 (0.5664)  loss_giou_dn_0: 0.6076 (0.5843)  loss_giou_dn_1: 0.4814 (0.4775)  loss_giou_dn_2: 0.4436 (0.4476)  loss_giou_dn_3: 0.4312 (0.4394)  loss_giou_dn_4: 0.4273 (0.4373)  loss_giou_dn_5: 0.4274 (0.4375)  loss_vfl: 0.6567 (0.6749)  loss_vfl_aux_0: 0.7417 (0.7799)  loss_vfl_aux_1: 0.7044 (0.7342)  loss_vfl_aux_2: 0.6793 (0.7021)  loss_vfl_aux_3: 0.6685 (0.6865)  loss_vfl_aux_4: 0.6684 (0.6787)  loss_vfl_aux_5: 0.7347 (0.7618)  loss_vfl_dn_0: 0.4479 (0.4537)  loss_vfl_dn_1: 0.3852 (0.3884)  loss_vfl_dn_2: 0.3676 (0.3725)  loss_vfl_dn_3: 0.3617 (0.3651)  loss_vfl_dn_4: 0.3572 (0.3626)  loss_vfl_dn_5: 0.3565 (0.3618)  time: 0.7471  data: 0.0140  max mem: 5654
Epoch: [41]  [5900/7393]  eta: 0:12:12  lr: 0.000010  loss: 16.0871 (15.9369)  loss_bbox: 0.1487 (0.1544)  loss_bbox_aux_0: 0.1789 (0.1679)  loss_bbox_aux_1: 0.1496 (0.1591)  loss_bbox_aux_2: 0.1522 (0.1567)  loss_bbox_aux_3: 0.1478 (0.1548)  loss_bbox_aux_4: 0.1474 (0.1542)  loss_bbox_aux_5: 0.2127 (0.2045)  loss_bbox_dn_0: 0.2634 (0.2707)  loss_bbox_dn_1: 0.1935 (0.2003)  loss_bbox_dn_2: 0.1705 (0.1797)  loss_bbox_dn_3: 0.1658 (0.1736)  loss_bbox_dn_4: 0.1635 (0.1722)  loss_bbox_dn_5: 0.1633 (0.1722)  loss_giou: 0.4232 (0.4772)  loss_giou_aux_0: 0.4582 (0.5019)  loss_giou_aux_1: 0.4332 (0.4869)  loss_giou_aux_2: 0.4320 (0.4817)  loss_giou_aux_3: 0.4275 (0.4785)  loss_giou_aux_4: 0.4269 (0.4772)  loss_giou_aux_5: 0.5170 (0.5664)  loss_giou_dn_0: 0.5784 (0.5843)  loss_giou_dn_1: 0.4653 (0.4774)  loss_giou_dn_2: 0.4387 (0.4476)  loss_giou_dn_3: 0.4256 (0.4393)  loss_giou_dn_4: 0.4230 (0.4373)  loss_giou_dn_5: 0.4232 (0.4374)  loss_vfl: 0.7181 (0.6751)  loss_vfl_aux_0: 0.7802 (0.7801)  loss_vfl_aux_1: 0.7558 (0.7345)  loss_vfl_aux_2: 0.7479 (0.7023)  loss_vfl_aux_3: 0.7116 (0.6867)  loss_vfl_aux_4: 0.7066 (0.6790)  loss_vfl_aux_5: 0.7592 (0.7620)  loss_vfl_dn_0: 0.4576 (0.4537)  loss_vfl_dn_1: 0.3879 (0.3884)  loss_vfl_dn_2: 0.3680 (0.3725)  loss_vfl_dn_3: 0.3595 (0.3651)  loss_vfl_dn_4: 0.3600 (0.3626)  loss_vfl_dn_5: 0.3589 (0.3618)  time: 0.7866  data: 0.0143  max mem: 5654
Epoch: [41]  [6000/7393]  eta: 0:11:23  lr: 0.000010  loss: 15.5052 (15.9351)  loss_bbox: 0.1553 (0.1544)  loss_bbox_aux_0: 0.1697 (0.1680)  loss_bbox_aux_1: 0.1607 (0.1592)  loss_bbox_aux_2: 0.1584 (0.1567)  loss_bbox_aux_3: 0.1588 (0.1549)  loss_bbox_aux_4: 0.1583 (0.1542)  loss_bbox_aux_5: 0.1969 (0.2045)  loss_bbox_dn_0: 0.2531 (0.2707)  loss_bbox_dn_1: 0.1884 (0.2002)  loss_bbox_dn_2: 0.1678 (0.1796)  loss_bbox_dn_3: 0.1611 (0.1735)  loss_bbox_dn_4: 0.1576 (0.1721)  loss_bbox_dn_5: 0.1576 (0.1721)  loss_giou: 0.4328 (0.4772)  loss_giou_aux_0: 0.4621 (0.5019)  loss_giou_aux_1: 0.4423 (0.4868)  loss_giou_aux_2: 0.4468 (0.4817)  loss_giou_aux_3: 0.4312 (0.4785)  loss_giou_aux_4: 0.4327 (0.4772)  loss_giou_aux_5: 0.5346 (0.5663)  loss_giou_dn_0: 0.5606 (0.5842)  loss_giou_dn_1: 0.4579 (0.4773)  loss_giou_dn_2: 0.4235 (0.4475)  loss_giou_dn_3: 0.4147 (0.4392)  loss_giou_dn_4: 0.4121 (0.4372)  loss_giou_dn_5: 0.4123 (0.4374)  loss_vfl: 0.6356 (0.6750)  loss_vfl_aux_0: 0.7219 (0.7799)  loss_vfl_aux_1: 0.7017 (0.7343)  loss_vfl_aux_2: 0.6701 (0.7021)  loss_vfl_aux_3: 0.6487 (0.6866)  loss_vfl_aux_4: 0.6515 (0.6788)  loss_vfl_aux_5: 0.7189 (0.7620)  loss_vfl_dn_0: 0.4448 (0.4537)  loss_vfl_dn_1: 0.3793 (0.3883)  loss_vfl_dn_2: 0.3627 (0.3724)  loss_vfl_dn_3: 0.3560 (0.3651)  loss_vfl_dn_4: 0.3537 (0.3625)  loss_vfl_dn_5: 0.3527 (0.3618)  time: 0.4841  data: 0.0141  max mem: 5654
Epoch: [41]  [6100/7393]  eta: 0:10:34  lr: 0.000010  loss: 15.7662 (15.9324)  loss_bbox: 0.1460 (0.1544)  loss_bbox_aux_0: 0.1561 (0.1679)  loss_bbox_aux_1: 0.1438 (0.1592)  loss_bbox_aux_2: 0.1470 (0.1567)  loss_bbox_aux_3: 0.1461 (0.1549)  loss_bbox_aux_4: 0.1459 (0.1542)  loss_bbox_aux_5: 0.1984 (0.2045)  loss_bbox_dn_0: 0.2518 (0.2708)  loss_bbox_dn_1: 0.1806 (0.2003)  loss_bbox_dn_2: 0.1601 (0.1797)  loss_bbox_dn_3: 0.1523 (0.1735)  loss_bbox_dn_4: 0.1494 (0.1722)  loss_bbox_dn_5: 0.1493 (0.1722)  loss_giou: 0.4161 (0.4767)  loss_giou_aux_0: 0.4571 (0.5014)  loss_giou_aux_1: 0.4448 (0.4864)  loss_giou_aux_2: 0.4235 (0.4812)  loss_giou_aux_3: 0.4207 (0.4780)  loss_giou_aux_4: 0.4132 (0.4768)  loss_giou_aux_5: 0.5538 (0.5659)  loss_giou_dn_0: 0.5856 (0.5839)  loss_giou_dn_1: 0.4684 (0.4771)  loss_giou_dn_2: 0.4301 (0.4472)  loss_giou_dn_3: 0.4174 (0.4389)  loss_giou_dn_4: 0.4115 (0.4369)  loss_giou_dn_5: 0.4114 (0.4371)  loss_vfl: 0.6853 (0.6751)  loss_vfl_aux_0: 0.7702 (0.7803)  loss_vfl_aux_1: 0.7256 (0.7346)  loss_vfl_aux_2: 0.6939 (0.7023)  loss_vfl_aux_3: 0.6854 (0.6868)  loss_vfl_aux_4: 0.6926 (0.6790)  loss_vfl_aux_5: 0.7442 (0.7622)  loss_vfl_dn_0: 0.4508 (0.4538)  loss_vfl_dn_1: 0.3864 (0.3883)  loss_vfl_dn_2: 0.3734 (0.3724)  loss_vfl_dn_3: 0.3665 (0.3650)  loss_vfl_dn_4: 0.3621 (0.3625)  loss_vfl_dn_5: 0.3616 (0.3617)  time: 0.4726  data: 0.0141  max mem: 5654
Epoch: [41]  [6200/7393]  eta: 0:09:45  lr: 0.000010  loss: 15.5358 (15.9296)  loss_bbox: 0.1446 (0.1544)  loss_bbox_aux_0: 0.1695 (0.1679)  loss_bbox_aux_1: 0.1532 (0.1592)  loss_bbox_aux_2: 0.1575 (0.1568)  loss_bbox_aux_3: 0.1510 (0.1549)  loss_bbox_aux_4: 0.1451 (0.1542)  loss_bbox_aux_5: 0.1961 (0.2045)  loss_bbox_dn_0: 0.2656 (0.2708)  loss_bbox_dn_1: 0.1844 (0.2002)  loss_bbox_dn_2: 0.1644 (0.1796)  loss_bbox_dn_3: 0.1642 (0.1735)  loss_bbox_dn_4: 0.1651 (0.1721)  loss_bbox_dn_5: 0.1652 (0.1721)  loss_giou: 0.4733 (0.4765)  loss_giou_aux_0: 0.4779 (0.5012)  loss_giou_aux_1: 0.4763 (0.4862)  loss_giou_aux_2: 0.4752 (0.4810)  loss_giou_aux_3: 0.4737 (0.4778)  loss_giou_aux_4: 0.4726 (0.4766)  loss_giou_aux_5: 0.5343 (0.5657)  loss_giou_dn_0: 0.5555 (0.5838)  loss_giou_dn_1: 0.4511 (0.4769)  loss_giou_dn_2: 0.4223 (0.4470)  loss_giou_dn_3: 0.4140 (0.4388)  loss_giou_dn_4: 0.4149 (0.4367)  loss_giou_dn_5: 0.4150 (0.4369)  loss_vfl: 0.6461 (0.6752)  loss_vfl_aux_0: 0.7571 (0.7802)  loss_vfl_aux_1: 0.7156 (0.7346)  loss_vfl_aux_2: 0.6775 (0.7024)  loss_vfl_aux_3: 0.6692 (0.6868)  loss_vfl_aux_4: 0.6492 (0.6791)  loss_vfl_aux_5: 0.7631 (0.7622)  loss_vfl_dn_0: 0.4484 (0.4538)  loss_vfl_dn_1: 0.3760 (0.3883)  loss_vfl_dn_2: 0.3626 (0.3724)  loss_vfl_dn_3: 0.3515 (0.3650)  loss_vfl_dn_4: 0.3508 (0.3625)  loss_vfl_dn_5: 0.3497 (0.3617)  time: 0.4782  data: 0.0147  max mem: 5654
Epoch: [41]  [6300/7393]  eta: 0:08:55  lr: 0.000010  loss: 16.1600 (15.9298)  loss_bbox: 0.1495 (0.1543)  loss_bbox_aux_0: 0.1554 (0.1678)  loss_bbox_aux_1: 0.1502 (0.1591)  loss_bbox_aux_2: 0.1477 (0.1566)  loss_bbox_aux_3: 0.1485 (0.1548)  loss_bbox_aux_4: 0.1506 (0.1541)  loss_bbox_aux_5: 0.1961 (0.2044)  loss_bbox_dn_0: 0.2476 (0.2706)  loss_bbox_dn_1: 0.1718 (0.2001)  loss_bbox_dn_2: 0.1543 (0.1795)  loss_bbox_dn_3: 0.1505 (0.1733)  loss_bbox_dn_4: 0.1494 (0.1719)  loss_bbox_dn_5: 0.1494 (0.1719)  loss_giou: 0.5099 (0.4768)  loss_giou_aux_0: 0.5256 (0.5015)  loss_giou_aux_1: 0.5173 (0.4865)  loss_giou_aux_2: 0.5112 (0.4813)  loss_giou_aux_3: 0.5010 (0.4781)  loss_giou_aux_4: 0.5122 (0.4769)  loss_giou_aux_5: 0.5887 (0.5660)  loss_giou_dn_0: 0.5984 (0.5840)  loss_giou_dn_1: 0.4918 (0.4771)  loss_giou_dn_2: 0.4590 (0.4472)  loss_giou_dn_3: 0.4512 (0.4389)  loss_giou_dn_4: 0.4505 (0.4369)  loss_giou_dn_5: 0.4506 (0.4371)  loss_vfl: 0.6591 (0.6751)  loss_vfl_aux_0: 0.7474 (0.7800)  loss_vfl_aux_1: 0.7002 (0.7344)  loss_vfl_aux_2: 0.6854 (0.7022)  loss_vfl_aux_3: 0.6669 (0.6867)  loss_vfl_aux_4: 0.6505 (0.6790)  loss_vfl_aux_5: 0.7400 (0.7619)  loss_vfl_dn_0: 0.4507 (0.4538)  loss_vfl_dn_1: 0.3916 (0.3883)  loss_vfl_dn_2: 0.3755 (0.3725)  loss_vfl_dn_3: 0.3694 (0.3651)  loss_vfl_dn_4: 0.3651 (0.3625)  loss_vfl_dn_5: 0.3644 (0.3617)  time: 0.4781  data: 0.0142  max mem: 5654
Epoch: [41]  [6400/7393]  eta: 0:08:06  lr: 0.000010  loss: 16.3424 (15.9314)  loss_bbox: 0.1500 (0.1543)  loss_bbox_aux_0: 0.1704 (0.1679)  loss_bbox_aux_1: 0.1560 (0.1591)  loss_bbox_aux_2: 0.1663 (0.1567)  loss_bbox_aux_3: 0.1638 (0.1548)  loss_bbox_aux_4: 0.1626 (0.1541)  loss_bbox_aux_5: 0.2191 (0.2044)  loss_bbox_dn_0: 0.2742 (0.2705)  loss_bbox_dn_1: 0.2081 (0.2000)  loss_bbox_dn_2: 0.1805 (0.1794)  loss_bbox_dn_3: 0.1759 (0.1733)  loss_bbox_dn_4: 0.1728 (0.1719)  loss_bbox_dn_5: 0.1728 (0.1719)  loss_giou: 0.4353 (0.4770)  loss_giou_aux_0: 0.4628 (0.5017)  loss_giou_aux_1: 0.4592 (0.4867)  loss_giou_aux_2: 0.4508 (0.4815)  loss_giou_aux_3: 0.4358 (0.4783)  loss_giou_aux_4: 0.4332 (0.4770)  loss_giou_aux_5: 0.5481 (0.5662)  loss_giou_dn_0: 0.5834 (0.5841)  loss_giou_dn_1: 0.4701 (0.4772)  loss_giou_dn_2: 0.4457 (0.4473)  loss_giou_dn_3: 0.4388 (0.4390)  loss_giou_dn_4: 0.4380 (0.4370)  loss_giou_dn_5: 0.4383 (0.4372)  loss_vfl: 0.6845 (0.6751)  loss_vfl_aux_0: 0.8186 (0.7798)  loss_vfl_aux_1: 0.7784 (0.7343)  loss_vfl_aux_2: 0.7308 (0.7021)  loss_vfl_aux_3: 0.7140 (0.6867)  loss_vfl_aux_4: 0.6881 (0.6790)  loss_vfl_aux_5: 0.7756 (0.7618)  loss_vfl_dn_0: 0.4545 (0.4538)  loss_vfl_dn_1: 0.3930 (0.3884)  loss_vfl_dn_2: 0.3786 (0.3725)  loss_vfl_dn_3: 0.3688 (0.3651)  loss_vfl_dn_4: 0.3622 (0.3626)  loss_vfl_dn_5: 0.3612 (0.3618)  time: 0.4902  data: 0.0143  max mem: 5654
Epoch: [41]  [6500/7393]  eta: 0:07:17  lr: 0.000010  loss: 16.1053 (15.9346)  loss_bbox: 0.1435 (0.1544)  loss_bbox_aux_0: 0.1657 (0.1680)  loss_bbox_aux_1: 0.1560 (0.1592)  loss_bbox_aux_2: 0.1540 (0.1567)  loss_bbox_aux_3: 0.1514 (0.1549)  loss_bbox_aux_4: 0.1401 (0.1542)  loss_bbox_aux_5: 0.2006 (0.2046)  loss_bbox_dn_0: 0.2660 (0.2707)  loss_bbox_dn_1: 0.2004 (0.2002)  loss_bbox_dn_2: 0.1738 (0.1796)  loss_bbox_dn_3: 0.1667 (0.1734)  loss_bbox_dn_4: 0.1643 (0.1720)  loss_bbox_dn_5: 0.1643 (0.1720)  loss_giou: 0.4626 (0.4770)  loss_giou_aux_0: 0.4889 (0.5017)  loss_giou_aux_1: 0.4689 (0.4867)  loss_giou_aux_2: 0.4725 (0.4815)  loss_giou_aux_3: 0.4622 (0.4783)  loss_giou_aux_4: 0.4628 (0.4770)  loss_giou_aux_5: 0.5522 (0.5662)  loss_giou_dn_0: 0.5724 (0.5841)  loss_giou_dn_1: 0.4590 (0.4772)  loss_giou_dn_2: 0.4313 (0.4473)  loss_giou_dn_3: 0.4220 (0.4390)  loss_giou_dn_4: 0.4215 (0.4370)  loss_giou_dn_5: 0.4215 (0.4372)  loss_vfl: 0.6666 (0.6754)  loss_vfl_aux_0: 0.7726 (0.7800)  loss_vfl_aux_1: 0.7303 (0.7345)  loss_vfl_aux_2: 0.6950 (0.7024)  loss_vfl_aux_3: 0.6761 (0.6870)  loss_vfl_aux_4: 0.6686 (0.6793)  loss_vfl_aux_5: 0.7745 (0.7620)  loss_vfl_dn_0: 0.4537 (0.4538)  loss_vfl_dn_1: 0.3865 (0.3884)  loss_vfl_dn_2: 0.3730 (0.3725)  loss_vfl_dn_3: 0.3645 (0.3651)  loss_vfl_dn_4: 0.3593 (0.3626)  loss_vfl_dn_5: 0.3609 (0.3618)  time: 0.4744  data: 0.0138  max mem: 5654
Epoch: [41]  [6600/7393]  eta: 0:06:28  lr: 0.000010  loss: 15.9227 (15.9356)  loss_bbox: 0.1527 (0.1544)  loss_bbox_aux_0: 0.1697 (0.1680)  loss_bbox_aux_1: 0.1636 (0.1592)  loss_bbox_aux_2: 0.1604 (0.1568)  loss_bbox_aux_3: 0.1519 (0.1549)  loss_bbox_aux_4: 0.1542 (0.1542)  loss_bbox_aux_5: 0.2079 (0.2046)  loss_bbox_dn_0: 0.2846 (0.2708)  loss_bbox_dn_1: 0.2078 (0.2002)  loss_bbox_dn_2: 0.1838 (0.1796)  loss_bbox_dn_3: 0.1794 (0.1735)  loss_bbox_dn_4: 0.1759 (0.1721)  loss_bbox_dn_5: 0.1759 (0.1721)  loss_giou: 0.4885 (0.4770)  loss_giou_aux_0: 0.5038 (0.5018)  loss_giou_aux_1: 0.4947 (0.4866)  loss_giou_aux_2: 0.4833 (0.4815)  loss_giou_aux_3: 0.4902 (0.4783)  loss_giou_aux_4: 0.4903 (0.4770)  loss_giou_aux_5: 0.5626 (0.5662)  loss_giou_dn_0: 0.5803 (0.5841)  loss_giou_dn_1: 0.4719 (0.4773)  loss_giou_dn_2: 0.4478 (0.4473)  loss_giou_dn_3: 0.4391 (0.4391)  loss_giou_dn_4: 0.4331 (0.4370)  loss_giou_dn_5: 0.4332 (0.4372)  loss_vfl: 0.6736 (0.6755)  loss_vfl_aux_0: 0.7626 (0.7799)  loss_vfl_aux_1: 0.7214 (0.7345)  loss_vfl_aux_2: 0.6972 (0.7024)  loss_vfl_aux_3: 0.6817 (0.6870)  loss_vfl_aux_4: 0.6818 (0.6794)  loss_vfl_aux_5: 0.7476 (0.7619)  loss_vfl_dn_0: 0.4480 (0.4538)  loss_vfl_dn_1: 0.3911 (0.3884)  loss_vfl_dn_2: 0.3738 (0.3725)  loss_vfl_dn_3: 0.3663 (0.3651)  loss_vfl_dn_4: 0.3618 (0.3626)  loss_vfl_dn_5: 0.3611 (0.3618)  time: 0.4803  data: 0.0137  max mem: 5654
Epoch: [41]  [6700/7393]  eta: 0:05:39  lr: 0.000010  loss: 15.5677 (15.9356)  loss_bbox: 0.1361 (0.1544)  loss_bbox_aux_0: 0.1513 (0.1680)  loss_bbox_aux_1: 0.1415 (0.1592)  loss_bbox_aux_2: 0.1375 (0.1568)  loss_bbox_aux_3: 0.1359 (0.1549)  loss_bbox_aux_4: 0.1371 (0.1542)  loss_bbox_aux_5: 0.1843 (0.2046)  loss_bbox_dn_0: 0.2425 (0.2707)  loss_bbox_dn_1: 0.1807 (0.2002)  loss_bbox_dn_2: 0.1516 (0.1796)  loss_bbox_dn_3: 0.1489 (0.1734)  loss_bbox_dn_4: 0.1476 (0.1720)  loss_bbox_dn_5: 0.1476 (0.1721)  loss_giou: 0.4643 (0.4770)  loss_giou_aux_0: 0.4735 (0.5018)  loss_giou_aux_1: 0.4671 (0.4866)  loss_giou_aux_2: 0.4739 (0.4816)  loss_giou_aux_3: 0.4780 (0.4783)  loss_giou_aux_4: 0.4742 (0.4771)  loss_giou_aux_5: 0.5383 (0.5662)  loss_giou_dn_0: 0.5630 (0.5840)  loss_giou_dn_1: 0.4424 (0.4772)  loss_giou_dn_2: 0.4119 (0.4473)  loss_giou_dn_3: 0.4049 (0.4390)  loss_giou_dn_4: 0.4019 (0.4370)  loss_giou_dn_5: 0.4023 (0.4372)  loss_vfl: 0.6535 (0.6754)  loss_vfl_aux_0: 0.7663 (0.7800)  loss_vfl_aux_1: 0.7097 (0.7345)  loss_vfl_aux_2: 0.6795 (0.7023)  loss_vfl_aux_3: 0.6550 (0.6870)  loss_vfl_aux_4: 0.6649 (0.6793)  loss_vfl_aux_5: 0.7514 (0.7619)  loss_vfl_dn_0: 0.4545 (0.4538)  loss_vfl_dn_1: 0.3985 (0.3884)  loss_vfl_dn_2: 0.3798 (0.3725)  loss_vfl_dn_3: 0.3726 (0.3652)  loss_vfl_dn_4: 0.3715 (0.3626)  loss_vfl_dn_5: 0.3705 (0.3619)  time: 0.4784  data: 0.0140  max mem: 5654
Epoch: [41]  [6800/7393]  eta: 0:04:50  lr: 0.000010  loss: 16.6464 (15.9358)  loss_bbox: 0.1621 (0.1545)  loss_bbox_aux_0: 0.1795 (0.1681)  loss_bbox_aux_1: 0.1666 (0.1593)  loss_bbox_aux_2: 0.1639 (0.1568)  loss_bbox_aux_3: 0.1653 (0.1550)  loss_bbox_aux_4: 0.1672 (0.1543)  loss_bbox_aux_5: 0.2041 (0.2046)  loss_bbox_dn_0: 0.2550 (0.2709)  loss_bbox_dn_1: 0.1823 (0.2004)  loss_bbox_dn_2: 0.1735 (0.1797)  loss_bbox_dn_3: 0.1716 (0.1736)  loss_bbox_dn_4: 0.1709 (0.1722)  loss_bbox_dn_5: 0.1719 (0.1722)  loss_giou: 0.5185 (0.4769)  loss_giou_aux_0: 0.5310 (0.5017)  loss_giou_aux_1: 0.5100 (0.4865)  loss_giou_aux_2: 0.5062 (0.4814)  loss_giou_aux_3: 0.5176 (0.4782)  loss_giou_aux_4: 0.5155 (0.4769)  loss_giou_aux_5: 0.5880 (0.5661)  loss_giou_dn_0: 0.5982 (0.5839)  loss_giou_dn_1: 0.4912 (0.4771)  loss_giou_dn_2: 0.4657 (0.4472)  loss_giou_dn_3: 0.4564 (0.4389)  loss_giou_dn_4: 0.4533 (0.4369)  loss_giou_dn_5: 0.4535 (0.4370)  loss_vfl: 0.6716 (0.6755)  loss_vfl_aux_0: 0.7714 (0.7800)  loss_vfl_aux_1: 0.7384 (0.7346)  loss_vfl_aux_2: 0.6941 (0.7024)  loss_vfl_aux_3: 0.6892 (0.6871)  loss_vfl_aux_4: 0.6720 (0.6794)  loss_vfl_aux_5: 0.7569 (0.7620)  loss_vfl_dn_0: 0.4574 (0.4538)  loss_vfl_dn_1: 0.3974 (0.3884)  loss_vfl_dn_2: 0.3816 (0.3725)  loss_vfl_dn_3: 0.3739 (0.3652)  loss_vfl_dn_4: 0.3697 (0.3626)  loss_vfl_dn_5: 0.3671 (0.3618)  time: 0.4791  data: 0.0142  max mem: 5654
Epoch: [41]  [6900/7393]  eta: 0:04:01  lr: 0.000010  loss: 16.0355 (15.9367)  loss_bbox: 0.1550 (0.1544)  loss_bbox_aux_0: 0.1660 (0.1680)  loss_bbox_aux_1: 0.1633 (0.1592)  loss_bbox_aux_2: 0.1607 (0.1567)  loss_bbox_aux_3: 0.1558 (0.1548)  loss_bbox_aux_4: 0.1559 (0.1542)  loss_bbox_aux_5: 0.2054 (0.2046)  loss_bbox_dn_0: 0.2670 (0.2709)  loss_bbox_dn_1: 0.1971 (0.2004)  loss_bbox_dn_2: 0.1761 (0.1797)  loss_bbox_dn_3: 0.1737 (0.1736)  loss_bbox_dn_4: 0.1741 (0.1722)  loss_bbox_dn_5: 0.1741 (0.1722)  loss_giou: 0.4946 (0.4769)  loss_giou_aux_0: 0.5096 (0.5017)  loss_giou_aux_1: 0.5215 (0.4865)  loss_giou_aux_2: 0.4915 (0.4814)  loss_giou_aux_3: 0.4930 (0.4782)  loss_giou_aux_4: 0.4937 (0.4769)  loss_giou_aux_5: 0.6029 (0.5661)  loss_giou_dn_0: 0.6016 (0.5840)  loss_giou_dn_1: 0.5001 (0.4772)  loss_giou_dn_2: 0.4678 (0.4472)  loss_giou_dn_3: 0.4668 (0.4390)  loss_giou_dn_4: 0.4661 (0.4369)  loss_giou_dn_5: 0.4663 (0.4371)  loss_vfl: 0.6694 (0.6758)  loss_vfl_aux_0: 0.7635 (0.7803)  loss_vfl_aux_1: 0.7313 (0.7348)  loss_vfl_aux_2: 0.6803 (0.7026)  loss_vfl_aux_3: 0.6842 (0.6873)  loss_vfl_aux_4: 0.6745 (0.6796)  loss_vfl_aux_5: 0.7346 (0.7621)  loss_vfl_dn_0: 0.4465 (0.4538)  loss_vfl_dn_1: 0.3845 (0.3884)  loss_vfl_dn_2: 0.3731 (0.3725)  loss_vfl_dn_3: 0.3648 (0.3652)  loss_vfl_dn_4: 0.3638 (0.3626)  loss_vfl_dn_5: 0.3637 (0.3619)  time: 0.4752  data: 0.0141  max mem: 5654
Epoch: [41]  [7000/7393]  eta: 0:03:12  lr: 0.000010  loss: 16.0594 (15.9387)  loss_bbox: 0.1483 (0.1545)  loss_bbox_aux_0: 0.1830 (0.1682)  loss_bbox_aux_1: 0.1615 (0.1593)  loss_bbox_aux_2: 0.1567 (0.1569)  loss_bbox_aux_3: 0.1519 (0.1550)  loss_bbox_aux_4: 0.1546 (0.1543)  loss_bbox_aux_5: 0.2040 (0.2048)  loss_bbox_dn_0: 0.2755 (0.2711)  loss_bbox_dn_1: 0.2013 (0.2006)  loss_bbox_dn_2: 0.1775 (0.1799)  loss_bbox_dn_3: 0.1751 (0.1737)  loss_bbox_dn_4: 0.1744 (0.1723)  loss_bbox_dn_5: 0.1745 (0.1723)  loss_giou: 0.4460 (0.4767)  loss_giou_aux_0: 0.4947 (0.5016)  loss_giou_aux_1: 0.4442 (0.4863)  loss_giou_aux_2: 0.4579 (0.4813)  loss_giou_aux_3: 0.4430 (0.4780)  loss_giou_aux_4: 0.4457 (0.4768)  loss_giou_aux_5: 0.5532 (0.5659)  loss_giou_dn_0: 0.5758 (0.5839)  loss_giou_dn_1: 0.4666 (0.4771)  loss_giou_dn_2: 0.4356 (0.4471)  loss_giou_dn_3: 0.4250 (0.4389)  loss_giou_dn_4: 0.4226 (0.4368)  loss_giou_dn_5: 0.4231 (0.4370)  loss_vfl: 0.6753 (0.6759)  loss_vfl_aux_0: 0.7697 (0.7804)  loss_vfl_aux_1: 0.7474 (0.7351)  loss_vfl_aux_2: 0.7124 (0.7027)  loss_vfl_aux_3: 0.6866 (0.6874)  loss_vfl_aux_4: 0.6868 (0.6798)  loss_vfl_aux_5: 0.7536 (0.7623)  loss_vfl_dn_0: 0.4567 (0.4538)  loss_vfl_dn_1: 0.3899 (0.3884)  loss_vfl_dn_2: 0.3751 (0.3725)  loss_vfl_dn_3: 0.3656 (0.3652)  loss_vfl_dn_4: 0.3603 (0.3626)  loss_vfl_dn_5: 0.3581 (0.3618)  time: 0.4800  data: 0.0138  max mem: 5654
Epoch: [41]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 16.1413 (15.9393)  loss_bbox: 0.1522 (0.1545)  loss_bbox_aux_0: 0.1684 (0.1682)  loss_bbox_aux_1: 0.1534 (0.1593)  loss_bbox_aux_2: 0.1479 (0.1569)  loss_bbox_aux_3: 0.1436 (0.1550)  loss_bbox_aux_4: 0.1520 (0.1543)  loss_bbox_aux_5: 0.2019 (0.2048)  loss_bbox_dn_0: 0.2879 (0.2712)  loss_bbox_dn_1: 0.2042 (0.2006)  loss_bbox_dn_2: 0.1827 (0.1799)  loss_bbox_dn_3: 0.1691 (0.1737)  loss_bbox_dn_4: 0.1691 (0.1723)  loss_bbox_dn_5: 0.1691 (0.1723)  loss_giou: 0.4369 (0.4768)  loss_giou_aux_0: 0.4507 (0.5016)  loss_giou_aux_1: 0.4485 (0.4864)  loss_giou_aux_2: 0.4447 (0.4814)  loss_giou_aux_3: 0.4368 (0.4781)  loss_giou_aux_4: 0.4391 (0.4768)  loss_giou_aux_5: 0.5131 (0.5660)  loss_giou_dn_0: 0.5786 (0.5840)  loss_giou_dn_1: 0.4638 (0.4772)  loss_giou_dn_2: 0.4407 (0.4472)  loss_giou_dn_3: 0.4327 (0.4390)  loss_giou_dn_4: 0.4307 (0.4369)  loss_giou_dn_5: 0.4309 (0.4371)  loss_vfl: 0.6789 (0.6758)  loss_vfl_aux_0: 0.8015 (0.7805)  loss_vfl_aux_1: 0.7575 (0.7351)  loss_vfl_aux_2: 0.7185 (0.7027)  loss_vfl_aux_3: 0.6915 (0.6874)  loss_vfl_aux_4: 0.6777 (0.6797)  loss_vfl_aux_5: 0.7589 (0.7623)  loss_vfl_dn_0: 0.4556 (0.4538)  loss_vfl_dn_1: 0.3954 (0.3884)  loss_vfl_dn_2: 0.3780 (0.3725)  loss_vfl_dn_3: 0.3657 (0.3652)  loss_vfl_dn_4: 0.3626 (0.3626)  loss_vfl_dn_5: 0.3624 (0.3618)  time: 0.4764  data: 0.0145  max mem: 5654
Epoch: [41]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 16.1163 (15.9349)  loss_bbox: 0.1421 (0.1544)  loss_bbox_aux_0: 0.1592 (0.1681)  loss_bbox_aux_1: 0.1486 (0.1592)  loss_bbox_aux_2: 0.1439 (0.1568)  loss_bbox_aux_3: 0.1411 (0.1549)  loss_bbox_aux_4: 0.1418 (0.1542)  loss_bbox_aux_5: 0.1869 (0.2048)  loss_bbox_dn_0: 0.2475 (0.2711)  loss_bbox_dn_1: 0.1828 (0.2005)  loss_bbox_dn_2: 0.1665 (0.1798)  loss_bbox_dn_3: 0.1607 (0.1736)  loss_bbox_dn_4: 0.1593 (0.1722)  loss_bbox_dn_5: 0.1593 (0.1722)  loss_giou: 0.4993 (0.4765)  loss_giou_aux_0: 0.5171 (0.5014)  loss_giou_aux_1: 0.4968 (0.4862)  loss_giou_aux_2: 0.5034 (0.4811)  loss_giou_aux_3: 0.4976 (0.4778)  loss_giou_aux_4: 0.4991 (0.4766)  loss_giou_aux_5: 0.5665 (0.5658)  loss_giou_dn_0: 0.6133 (0.5838)  loss_giou_dn_1: 0.5044 (0.4770)  loss_giou_dn_2: 0.4755 (0.4470)  loss_giou_dn_3: 0.4656 (0.4388)  loss_giou_dn_4: 0.4634 (0.4367)  loss_giou_dn_5: 0.4634 (0.4369)  loss_vfl: 0.6785 (0.6758)  loss_vfl_aux_0: 0.7738 (0.7805)  loss_vfl_aux_1: 0.7553 (0.7352)  loss_vfl_aux_2: 0.7124 (0.7026)  loss_vfl_aux_3: 0.7015 (0.6873)  loss_vfl_aux_4: 0.6927 (0.6797)  loss_vfl_aux_5: 0.7497 (0.7623)  loss_vfl_dn_0: 0.4525 (0.4538)  loss_vfl_dn_1: 0.3938 (0.3884)  loss_vfl_dn_2: 0.3767 (0.3725)  loss_vfl_dn_3: 0.3677 (0.3651)  loss_vfl_dn_4: 0.3638 (0.3626)  loss_vfl_dn_5: 0.3634 (0.3618)  time: 0.4977  data: 0.0140  max mem: 5654
Epoch: [41]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.4312 (15.9320)  loss_bbox: 0.1328 (0.1543)  loss_bbox_aux_0: 0.1401 (0.1680)  loss_bbox_aux_1: 0.1367 (0.1591)  loss_bbox_aux_2: 0.1382 (0.1567)  loss_bbox_aux_3: 0.1322 (0.1548)  loss_bbox_aux_4: 0.1303 (0.1541)  loss_bbox_aux_5: 0.1857 (0.2047)  loss_bbox_dn_0: 0.2321 (0.2711)  loss_bbox_dn_1: 0.1669 (0.2005)  loss_bbox_dn_2: 0.1458 (0.1798)  loss_bbox_dn_3: 0.1389 (0.1736)  loss_bbox_dn_4: 0.1374 (0.1722)  loss_bbox_dn_5: 0.1374 (0.1722)  loss_giou: 0.4231 (0.4763)  loss_giou_aux_0: 0.4486 (0.5012)  loss_giou_aux_1: 0.4303 (0.4860)  loss_giou_aux_2: 0.4395 (0.4810)  loss_giou_aux_3: 0.4289 (0.4777)  loss_giou_aux_4: 0.4267 (0.4764)  loss_giou_aux_5: 0.5083 (0.5656)  loss_giou_dn_0: 0.5537 (0.5837)  loss_giou_dn_1: 0.4461 (0.4769)  loss_giou_dn_2: 0.4137 (0.4469)  loss_giou_dn_3: 0.4031 (0.4386)  loss_giou_dn_4: 0.4003 (0.4366)  loss_giou_dn_5: 0.4007 (0.4367)  loss_vfl: 0.6519 (0.6758)  loss_vfl_aux_0: 0.7698 (0.7805)  loss_vfl_aux_1: 0.7378 (0.7353)  loss_vfl_aux_2: 0.6797 (0.7026)  loss_vfl_aux_3: 0.6660 (0.6873)  loss_vfl_aux_4: 0.6569 (0.6797)  loss_vfl_aux_5: 0.7802 (0.7624)  loss_vfl_dn_0: 0.4487 (0.4538)  loss_vfl_dn_1: 0.3850 (0.3883)  loss_vfl_dn_2: 0.3663 (0.3724)  loss_vfl_dn_3: 0.3597 (0.3651)  loss_vfl_dn_4: 0.3587 (0.3625)  loss_vfl_dn_5: 0.3562 (0.3617)  time: 0.4866  data: 0.0140  max mem: 5654
Epoch: [41]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.7413 (15.9310)  loss_bbox: 0.1481 (0.1542)  loss_bbox_aux_0: 0.1668 (0.1680)  loss_bbox_aux_1: 0.1553 (0.1591)  loss_bbox_aux_2: 0.1507 (0.1567)  loss_bbox_aux_3: 0.1522 (0.1547)  loss_bbox_aux_4: 0.1508 (0.1540)  loss_bbox_aux_5: 0.1986 (0.2047)  loss_bbox_dn_0: 0.2637 (0.2710)  loss_bbox_dn_1: 0.1862 (0.2004)  loss_bbox_dn_2: 0.1607 (0.1797)  loss_bbox_dn_3: 0.1553 (0.1735)  loss_bbox_dn_4: 0.1554 (0.1721)  loss_bbox_dn_5: 0.1554 (0.1721)  loss_giou: 0.4189 (0.4763)  loss_giou_aux_0: 0.4672 (0.5012)  loss_giou_aux_1: 0.4426 (0.4860)  loss_giou_aux_2: 0.4268 (0.4809)  loss_giou_aux_3: 0.4212 (0.4776)  loss_giou_aux_4: 0.4244 (0.4764)  loss_giou_aux_5: 0.5481 (0.5656)  loss_giou_dn_0: 0.5698 (0.5838)  loss_giou_dn_1: 0.4538 (0.4769)  loss_giou_dn_2: 0.4199 (0.4469)  loss_giou_dn_3: 0.4100 (0.4386)  loss_giou_dn_4: 0.4097 (0.4365)  loss_giou_dn_5: 0.4095 (0.4367)  loss_vfl: 0.6716 (0.6759)  loss_vfl_aux_0: 0.8049 (0.7805)  loss_vfl_aux_1: 0.7424 (0.7353)  loss_vfl_aux_2: 0.7270 (0.7026)  loss_vfl_aux_3: 0.7039 (0.6874)  loss_vfl_aux_4: 0.6770 (0.6797)  loss_vfl_aux_5: 0.7792 (0.7624)  loss_vfl_dn_0: 0.4604 (0.4538)  loss_vfl_dn_1: 0.3960 (0.3883)  loss_vfl_dn_2: 0.3771 (0.3724)  loss_vfl_dn_3: 0.3666 (0.3651)  loss_vfl_dn_4: 0.3631 (0.3625)  loss_vfl_dn_5: 0.3633 (0.3617)  time: 0.4935  data: 0.0140  max mem: 5654
Epoch: [41] Total time: 1:00:14 (0.4889 s / it)
Averaged stats: lr: 0.000010  loss: 15.7413 (15.9310)  loss_bbox: 0.1481 (0.1542)  loss_bbox_aux_0: 0.1668 (0.1680)  loss_bbox_aux_1: 0.1553 (0.1591)  loss_bbox_aux_2: 0.1507 (0.1567)  loss_bbox_aux_3: 0.1522 (0.1547)  loss_bbox_aux_4: 0.1508 (0.1540)  loss_bbox_aux_5: 0.1986 (0.2047)  loss_bbox_dn_0: 0.2637 (0.2710)  loss_bbox_dn_1: 0.1862 (0.2004)  loss_bbox_dn_2: 0.1607 (0.1797)  loss_bbox_dn_3: 0.1553 (0.1735)  loss_bbox_dn_4: 0.1554 (0.1721)  loss_bbox_dn_5: 0.1554 (0.1721)  loss_giou: 0.4189 (0.4763)  loss_giou_aux_0: 0.4672 (0.5012)  loss_giou_aux_1: 0.4426 (0.4860)  loss_giou_aux_2: 0.4268 (0.4809)  loss_giou_aux_3: 0.4212 (0.4776)  loss_giou_aux_4: 0.4244 (0.4764)  loss_giou_aux_5: 0.5481 (0.5656)  loss_giou_dn_0: 0.5698 (0.5838)  loss_giou_dn_1: 0.4538 (0.4769)  loss_giou_dn_2: 0.4199 (0.4469)  loss_giou_dn_3: 0.4100 (0.4386)  loss_giou_dn_4: 0.4097 (0.4365)  loss_giou_dn_5: 0.4095 (0.4367)  loss_vfl: 0.6716 (0.6759)  loss_vfl_aux_0: 0.8049 (0.7805)  loss_vfl_aux_1: 0.7424 (0.7353)  loss_vfl_aux_2: 0.7270 (0.7026)  loss_vfl_aux_3: 0.7039 (0.6874)  loss_vfl_aux_4: 0.6770 (0.6797)  loss_vfl_aux_5: 0.7792 (0.7624)  loss_vfl_dn_0: 0.4604 (0.4538)  loss_vfl_dn_1: 0.3960 (0.3883)  loss_vfl_dn_2: 0.3771 (0.3724)  loss_vfl_dn_3: 0.3666 (0.3651)  loss_vfl_dn_4: 0.3631 (0.3625)  loss_vfl_dn_5: 0.3633 (0.3617)
Test:  [  0/157]  eta: 0:04:13    time: 1.6162  data: 1.1958  max mem: 5654
Test:  [ 10/157]  eta: 0:01:14    time: 0.5036  data: 0.1290  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3894  data: 0.0239  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3884  data: 0.0258  max mem: 5654
Test:  [ 40/157]  eta: 0:01:06    time: 0.7020  data: 0.0266  max mem: 5654
Test:  [ 50/157]  eta: 0:00:57    time: 0.7054  data: 0.0263  max mem: 5654
Test:  [ 60/157]  eta: 0:00:49    time: 0.3981  data: 0.0257  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.3909  data: 0.0262  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3920  data: 0.0262  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3968  data: 0.0261  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3833  data: 0.0259  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3824  data: 0.0257  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3848  data: 0.0259  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3849  data: 0.0257  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3825  data: 0.0254  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6552  data: 0.0255  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6464  data: 0.0254  max mem: 5654
Test: Total time: 0:01:14 (0.4725 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.19s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.524
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.704
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.570
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.348
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.567
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.700
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.653
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.720
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.546
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.765
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.888
best_stat:  {'epoch': 41, 'coco_eval_bbox': 0.5243968042098192}
Epoch: [42]  [   0/7393]  eta: 7:21:45  lr: 0.000010  loss: 13.3673 (13.3673)  loss_bbox: 0.1378 (0.1378)  loss_bbox_aux_0: 0.1660 (0.1660)  loss_bbox_aux_1: 0.1511 (0.1511)  loss_bbox_aux_2: 0.1457 (0.1457)  loss_bbox_aux_3: 0.1376 (0.1376)  loss_bbox_aux_4: 0.1378 (0.1378)  loss_bbox_aux_5: 0.2375 (0.2375)  loss_bbox_dn_0: 0.3062 (0.3062)  loss_bbox_dn_1: 0.2033 (0.2033)  loss_bbox_dn_2: 0.1598 (0.1598)  loss_bbox_dn_3: 0.1491 (0.1491)  loss_bbox_dn_4: 0.1478 (0.1478)  loss_bbox_dn_5: 0.1478 (0.1478)  loss_giou: 0.2567 (0.2567)  loss_giou_aux_0: 0.3011 (0.3011)  loss_giou_aux_1: 0.2802 (0.2802)  loss_giou_aux_2: 0.2681 (0.2681)  loss_giou_aux_3: 0.2573 (0.2573)  loss_giou_aux_4: 0.2566 (0.2566)  loss_giou_aux_5: 0.3511 (0.3511)  loss_giou_dn_0: 0.4192 (0.4192)  loss_giou_dn_1: 0.3073 (0.3073)  loss_giou_dn_2: 0.2724 (0.2724)  loss_giou_dn_3: 0.2606 (0.2606)  loss_giou_dn_4: 0.2602 (0.2602)  loss_giou_dn_5: 0.2601 (0.2601)  loss_vfl: 0.6677 (0.6677)  loss_vfl_aux_0: 0.8976 (0.8976)  loss_vfl_aux_1: 0.7910 (0.7910)  loss_vfl_aux_2: 0.7201 (0.7201)  loss_vfl_aux_3: 0.7036 (0.7036)  loss_vfl_aux_4: 0.6942 (0.6942)  loss_vfl_aux_5: 0.8890 (0.8890)  loss_vfl_dn_0: 0.4487 (0.4487)  loss_vfl_dn_1: 0.3479 (0.3479)  loss_vfl_dn_2: 0.3191 (0.3191)  loss_vfl_dn_3: 0.3063 (0.3063)  loss_vfl_dn_4: 0.3026 (0.3026)  loss_vfl_dn_5: 0.3010 (0.3010)  time: 3.5852  data: 3.0863  max mem: 5654
Epoch: [42]  [ 100/7393]  eta: 1:03:02  lr: 0.000010  loss: 16.2377 (16.1884)  loss_bbox: 0.1349 (0.1544)  loss_bbox_aux_0: 0.1508 (0.1696)  loss_bbox_aux_1: 0.1427 (0.1584)  loss_bbox_aux_2: 0.1363 (0.1554)  loss_bbox_aux_3: 0.1376 (0.1553)  loss_bbox_aux_4: 0.1388 (0.1544)  loss_bbox_aux_5: 0.1815 (0.2057)  loss_bbox_dn_0: 0.2334 (0.2697)  loss_bbox_dn_1: 0.1800 (0.2000)  loss_bbox_dn_2: 0.1523 (0.1789)  loss_bbox_dn_3: 0.1448 (0.1728)  loss_bbox_dn_4: 0.1423 (0.1716)  loss_bbox_dn_5: 0.1423 (0.1716)  loss_giou: 0.5181 (0.4986)  loss_giou_aux_0: 0.5359 (0.5264)  loss_giou_aux_1: 0.5039 (0.5102)  loss_giou_aux_2: 0.5099 (0.5039)  loss_giou_aux_3: 0.5036 (0.5003)  loss_giou_aux_4: 0.5143 (0.4988)  loss_giou_aux_5: 0.6032 (0.5916)  loss_giou_dn_0: 0.6014 (0.5967)  loss_giou_dn_1: 0.4925 (0.4913)  loss_giou_dn_2: 0.4616 (0.4601)  loss_giou_dn_3: 0.4512 (0.4517)  loss_giou_dn_4: 0.4493 (0.4499)  loss_giou_dn_5: 0.4497 (0.4501)  loss_vfl: 0.6611 (0.6757)  loss_vfl_aux_0: 0.7569 (0.7804)  loss_vfl_aux_1: 0.6784 (0.7346)  loss_vfl_aux_2: 0.6765 (0.7038)  loss_vfl_aux_3: 0.6610 (0.6883)  loss_vfl_aux_4: 0.6626 (0.6796)  loss_vfl_aux_5: 0.7492 (0.7648)  loss_vfl_dn_0: 0.4473 (0.4539)  loss_vfl_dn_1: 0.3867 (0.3898)  loss_vfl_dn_2: 0.3775 (0.3748)  loss_vfl_dn_3: 0.3705 (0.3671)  loss_vfl_dn_4: 0.3626 (0.3647)  loss_vfl_dn_5: 0.3598 (0.3639)  time: 0.4746  data: 0.0147  max mem: 5654
Epoch: [42]  [ 200/7393]  eta: 1:00:05  lr: 0.000010  loss: 15.6699 (16.0516)  loss_bbox: 0.1502 (0.1568)  loss_bbox_aux_0: 0.1647 (0.1724)  loss_bbox_aux_1: 0.1542 (0.1617)  loss_bbox_aux_2: 0.1552 (0.1582)  loss_bbox_aux_3: 0.1492 (0.1572)  loss_bbox_aux_4: 0.1501 (0.1564)  loss_bbox_aux_5: 0.1943 (0.2090)  loss_bbox_dn_0: 0.2768 (0.2731)  loss_bbox_dn_1: 0.2105 (0.2021)  loss_bbox_dn_2: 0.1902 (0.1806)  loss_bbox_dn_3: 0.1767 (0.1741)  loss_bbox_dn_4: 0.1750 (0.1726)  loss_bbox_dn_5: 0.1751 (0.1726)  loss_giou: 0.4241 (0.4831)  loss_giou_aux_0: 0.4463 (0.5097)  loss_giou_aux_1: 0.4327 (0.4940)  loss_giou_aux_2: 0.4261 (0.4887)  loss_giou_aux_3: 0.4253 (0.4854)  loss_giou_aux_4: 0.4266 (0.4831)  loss_giou_aux_5: 0.5151 (0.5732)  loss_giou_dn_0: 0.5622 (0.5861)  loss_giou_dn_1: 0.4513 (0.4803)  loss_giou_dn_2: 0.4217 (0.4496)  loss_giou_dn_3: 0.4129 (0.4411)  loss_giou_dn_4: 0.4103 (0.4390)  loss_giou_dn_5: 0.4102 (0.4393)  loss_vfl: 0.6904 (0.6772)  loss_vfl_aux_0: 0.7917 (0.7802)  loss_vfl_aux_1: 0.7497 (0.7368)  loss_vfl_aux_2: 0.7160 (0.7067)  loss_vfl_aux_3: 0.6987 (0.6897)  loss_vfl_aux_4: 0.7060 (0.6825)  loss_vfl_aux_5: 0.7994 (0.7691)  loss_vfl_dn_0: 0.4541 (0.4543)  loss_vfl_dn_1: 0.3959 (0.3896)  loss_vfl_dn_2: 0.3769 (0.3738)  loss_vfl_dn_3: 0.3649 (0.3660)  loss_vfl_dn_4: 0.3631 (0.3635)  loss_vfl_dn_5: 0.3628 (0.3627)  time: 0.4890  data: 0.0149  max mem: 5654
Epoch: [42]  [ 300/7393]  eta: 0:58:31  lr: 0.000010  loss: 15.4898 (15.9807)  loss_bbox: 0.1580 (0.1572)  loss_bbox_aux_0: 0.1702 (0.1728)  loss_bbox_aux_1: 0.1592 (0.1619)  loss_bbox_aux_2: 0.1583 (0.1588)  loss_bbox_aux_3: 0.1572 (0.1575)  loss_bbox_aux_4: 0.1580 (0.1566)  loss_bbox_aux_5: 0.1991 (0.2106)  loss_bbox_dn_0: 0.2801 (0.2761)  loss_bbox_dn_1: 0.1959 (0.2039)  loss_bbox_dn_2: 0.1798 (0.1825)  loss_bbox_dn_3: 0.1727 (0.1761)  loss_bbox_dn_4: 0.1737 (0.1746)  loss_bbox_dn_5: 0.1737 (0.1746)  loss_giou: 0.4074 (0.4779)  loss_giou_aux_0: 0.4345 (0.5044)  loss_giou_aux_1: 0.4141 (0.4888)  loss_giou_aux_2: 0.4093 (0.4833)  loss_giou_aux_3: 0.4069 (0.4800)  loss_giou_aux_4: 0.4073 (0.4778)  loss_giou_aux_5: 0.5144 (0.5681)  loss_giou_dn_0: 0.5629 (0.5822)  loss_giou_dn_1: 0.4474 (0.4763)  loss_giou_dn_2: 0.4165 (0.4456)  loss_giou_dn_3: 0.3997 (0.4372)  loss_giou_dn_4: 0.3985 (0.4352)  loss_giou_dn_5: 0.3992 (0.4354)  loss_vfl: 0.6789 (0.6745)  loss_vfl_aux_0: 0.7713 (0.7780)  loss_vfl_aux_1: 0.7136 (0.7351)  loss_vfl_aux_2: 0.7118 (0.7043)  loss_vfl_aux_3: 0.6794 (0.6870)  loss_vfl_aux_4: 0.6759 (0.6800)  loss_vfl_aux_5: 0.7743 (0.7664)  loss_vfl_dn_0: 0.4498 (0.4532)  loss_vfl_dn_1: 0.3810 (0.3878)  loss_vfl_dn_2: 0.3670 (0.3720)  loss_vfl_dn_3: 0.3579 (0.3642)  loss_vfl_dn_4: 0.3569 (0.3617)  loss_vfl_dn_5: 0.3567 (0.3609)  time: 0.4848  data: 0.0154  max mem: 5654
Epoch: [42]  [ 400/7393]  eta: 0:57:14  lr: 0.000010  loss: 16.1874 (15.9668)  loss_bbox: 0.1434 (0.1564)  loss_bbox_aux_0: 0.1636 (0.1715)  loss_bbox_aux_1: 0.1510 (0.1609)  loss_bbox_aux_2: 0.1466 (0.1582)  loss_bbox_aux_3: 0.1476 (0.1568)  loss_bbox_aux_4: 0.1460 (0.1558)  loss_bbox_aux_5: 0.1915 (0.2085)  loss_bbox_dn_0: 0.2689 (0.2733)  loss_bbox_dn_1: 0.1958 (0.2020)  loss_bbox_dn_2: 0.1791 (0.1806)  loss_bbox_dn_3: 0.1718 (0.1743)  loss_bbox_dn_4: 0.1707 (0.1727)  loss_bbox_dn_5: 0.1707 (0.1728)  loss_giou: 0.4744 (0.4757)  loss_giou_aux_0: 0.4887 (0.5030)  loss_giou_aux_1: 0.4746 (0.4870)  loss_giou_aux_2: 0.4680 (0.4812)  loss_giou_aux_3: 0.4683 (0.4779)  loss_giou_aux_4: 0.4658 (0.4755)  loss_giou_aux_5: 0.5830 (0.5660)  loss_giou_dn_0: 0.6000 (0.5823)  loss_giou_dn_1: 0.4804 (0.4762)  loss_giou_dn_2: 0.4476 (0.4454)  loss_giou_dn_3: 0.4437 (0.4369)  loss_giou_dn_4: 0.4422 (0.4348)  loss_giou_dn_5: 0.4428 (0.4350)  loss_vfl: 0.6871 (0.6783)  loss_vfl_aux_0: 0.7593 (0.7781)  loss_vfl_aux_1: 0.7391 (0.7374)  loss_vfl_aux_2: 0.6981 (0.7064)  loss_vfl_aux_3: 0.6879 (0.6896)  loss_vfl_aux_4: 0.6917 (0.6837)  loss_vfl_aux_5: 0.7551 (0.7668)  loss_vfl_dn_0: 0.4565 (0.4543)  loss_vfl_dn_1: 0.3920 (0.3888)  loss_vfl_dn_2: 0.3763 (0.3730)  loss_vfl_dn_3: 0.3715 (0.3652)  loss_vfl_dn_4: 0.3667 (0.3627)  loss_vfl_dn_5: 0.3671 (0.3620)  time: 0.4804  data: 0.0147  max mem: 5654
Epoch: [42]  [ 500/7393]  eta: 0:56:15  lr: 0.000010  loss: 15.5110 (15.9390)  loss_bbox: 0.1407 (0.1546)  loss_bbox_aux_0: 0.1482 (0.1691)  loss_bbox_aux_1: 0.1397 (0.1589)  loss_bbox_aux_2: 0.1423 (0.1566)  loss_bbox_aux_3: 0.1405 (0.1553)  loss_bbox_aux_4: 0.1343 (0.1543)  loss_bbox_aux_5: 0.1851 (0.2062)  loss_bbox_dn_0: 0.2282 (0.2705)  loss_bbox_dn_1: 0.1639 (0.1995)  loss_bbox_dn_2: 0.1428 (0.1783)  loss_bbox_dn_3: 0.1387 (0.1720)  loss_bbox_dn_4: 0.1396 (0.1705)  loss_bbox_dn_5: 0.1396 (0.1705)  loss_giou: 0.4812 (0.4771)  loss_giou_aux_0: 0.4958 (0.5044)  loss_giou_aux_1: 0.4682 (0.4882)  loss_giou_aux_2: 0.4822 (0.4825)  loss_giou_aux_3: 0.4750 (0.4795)  loss_giou_aux_4: 0.4790 (0.4771)  loss_giou_aux_5: 0.5486 (0.5674)  loss_giou_dn_0: 0.5861 (0.5830)  loss_giou_dn_1: 0.4627 (0.4763)  loss_giou_dn_2: 0.4306 (0.4456)  loss_giou_dn_3: 0.4214 (0.4373)  loss_giou_dn_4: 0.4177 (0.4352)  loss_giou_dn_5: 0.4175 (0.4354)  loss_vfl: 0.6549 (0.6770)  loss_vfl_aux_0: 0.7724 (0.7764)  loss_vfl_aux_1: 0.7304 (0.7353)  loss_vfl_aux_2: 0.6715 (0.7042)  loss_vfl_aux_3: 0.6662 (0.6876)  loss_vfl_aux_4: 0.6629 (0.6815)  loss_vfl_aux_5: 0.7530 (0.7654)  loss_vfl_dn_0: 0.4504 (0.4543)  loss_vfl_dn_1: 0.3865 (0.3889)  loss_vfl_dn_2: 0.3719 (0.3730)  loss_vfl_dn_3: 0.3672 (0.3653)  loss_vfl_dn_4: 0.3646 (0.3627)  loss_vfl_dn_5: 0.3651 (0.3620)  time: 0.4861  data: 0.0148  max mem: 5654
Epoch: [42]  [ 600/7393]  eta: 0:55:18  lr: 0.000010  loss: 15.2487 (15.9248)  loss_bbox: 0.1461 (0.1546)  loss_bbox_aux_0: 0.1677 (0.1688)  loss_bbox_aux_1: 0.1546 (0.1590)  loss_bbox_aux_2: 0.1479 (0.1564)  loss_bbox_aux_3: 0.1440 (0.1552)  loss_bbox_aux_4: 0.1461 (0.1544)  loss_bbox_aux_5: 0.1981 (0.2054)  loss_bbox_dn_0: 0.2492 (0.2706)  loss_bbox_dn_1: 0.1772 (0.1997)  loss_bbox_dn_2: 0.1579 (0.1786)  loss_bbox_dn_3: 0.1514 (0.1724)  loss_bbox_dn_4: 0.1513 (0.1708)  loss_bbox_dn_5: 0.1512 (0.1709)  loss_giou: 0.4434 (0.4756)  loss_giou_aux_0: 0.4868 (0.5033)  loss_giou_aux_1: 0.4699 (0.4871)  loss_giou_aux_2: 0.4550 (0.4812)  loss_giou_aux_3: 0.4483 (0.4780)  loss_giou_aux_4: 0.4515 (0.4758)  loss_giou_aux_5: 0.5132 (0.5664)  loss_giou_dn_0: 0.5634 (0.5823)  loss_giou_dn_1: 0.4499 (0.4757)  loss_giou_dn_2: 0.4150 (0.4450)  loss_giou_dn_3: 0.4097 (0.4367)  loss_giou_dn_4: 0.4065 (0.4346)  loss_giou_dn_5: 0.4066 (0.4348)  loss_vfl: 0.6629 (0.6773)  loss_vfl_aux_0: 0.7651 (0.7755)  loss_vfl_aux_1: 0.7038 (0.7339)  loss_vfl_aux_2: 0.6777 (0.7039)  loss_vfl_aux_3: 0.6855 (0.6880)  loss_vfl_aux_4: 0.6698 (0.6817)  loss_vfl_aux_5: 0.7477 (0.7634)  loss_vfl_dn_0: 0.4494 (0.4544)  loss_vfl_dn_1: 0.3826 (0.3892)  loss_vfl_dn_2: 0.3655 (0.3734)  loss_vfl_dn_3: 0.3553 (0.3657)  loss_vfl_dn_4: 0.3531 (0.3631)  loss_vfl_dn_5: 0.3536 (0.3623)  time: 0.4748  data: 0.0139  max mem: 5654
Epoch: [42]  [ 700/7393]  eta: 0:54:14  lr: 0.000010  loss: 15.8194 (15.9092)  loss_bbox: 0.1442 (0.1541)  loss_bbox_aux_0: 0.1581 (0.1679)  loss_bbox_aux_1: 0.1384 (0.1583)  loss_bbox_aux_2: 0.1454 (0.1557)  loss_bbox_aux_3: 0.1440 (0.1546)  loss_bbox_aux_4: 0.1442 (0.1537)  loss_bbox_aux_5: 0.1945 (0.2048)  loss_bbox_dn_0: 0.2576 (0.2700)  loss_bbox_dn_1: 0.1883 (0.1988)  loss_bbox_dn_2: 0.1763 (0.1778)  loss_bbox_dn_3: 0.1649 (0.1716)  loss_bbox_dn_4: 0.1621 (0.1701)  loss_bbox_dn_5: 0.1621 (0.1701)  loss_giou: 0.4486 (0.4759)  loss_giou_aux_0: 0.4920 (0.5038)  loss_giou_aux_1: 0.4652 (0.4874)  loss_giou_aux_2: 0.4544 (0.4815)  loss_giou_aux_3: 0.4449 (0.4783)  loss_giou_aux_4: 0.4452 (0.4760)  loss_giou_aux_5: 0.5428 (0.5670)  loss_giou_dn_0: 0.5569 (0.5825)  loss_giou_dn_1: 0.4711 (0.4759)  loss_giou_dn_2: 0.4401 (0.4454)  loss_giou_dn_3: 0.4313 (0.4371)  loss_giou_dn_4: 0.4279 (0.4350)  loss_giou_dn_5: 0.4282 (0.4352)  loss_vfl: 0.6576 (0.6758)  loss_vfl_aux_0: 0.7566 (0.7751)  loss_vfl_aux_1: 0.7365 (0.7325)  loss_vfl_aux_2: 0.6952 (0.7018)  loss_vfl_aux_3: 0.6634 (0.6864)  loss_vfl_aux_4: 0.6541 (0.6804)  loss_vfl_aux_5: 0.7541 (0.7625)  loss_vfl_dn_0: 0.4551 (0.4542)  loss_vfl_dn_1: 0.3857 (0.3890)  loss_vfl_dn_2: 0.3620 (0.3731)  loss_vfl_dn_3: 0.3547 (0.3654)  loss_vfl_dn_4: 0.3535 (0.3627)  loss_vfl_dn_5: 0.3532 (0.3619)  time: 0.4650  data: 0.0137  max mem: 5654
Epoch: [42]  [ 800/7393]  eta: 0:53:11  lr: 0.000010  loss: 15.5291 (15.8776)  loss_bbox: 0.1424 (0.1540)  loss_bbox_aux_0: 0.1641 (0.1681)  loss_bbox_aux_1: 0.1540 (0.1584)  loss_bbox_aux_2: 0.1482 (0.1556)  loss_bbox_aux_3: 0.1469 (0.1544)  loss_bbox_aux_4: 0.1424 (0.1534)  loss_bbox_aux_5: 0.1921 (0.2047)  loss_bbox_dn_0: 0.2641 (0.2702)  loss_bbox_dn_1: 0.1951 (0.1989)  loss_bbox_dn_2: 0.1702 (0.1778)  loss_bbox_dn_3: 0.1648 (0.1715)  loss_bbox_dn_4: 0.1634 (0.1700)  loss_bbox_dn_5: 0.1634 (0.1700)  loss_giou: 0.4473 (0.4747)  loss_giou_aux_0: 0.4502 (0.5027)  loss_giou_aux_1: 0.4484 (0.4864)  loss_giou_aux_2: 0.4465 (0.4804)  loss_giou_aux_3: 0.4478 (0.4770)  loss_giou_aux_4: 0.4470 (0.4746)  loss_giou_aux_5: 0.5235 (0.5656)  loss_giou_dn_0: 0.5527 (0.5815)  loss_giou_dn_1: 0.4374 (0.4747)  loss_giou_dn_2: 0.4069 (0.4440)  loss_giou_dn_3: 0.3956 (0.4358)  loss_giou_dn_4: 0.3950 (0.4336)  loss_giou_dn_5: 0.3951 (0.4338)  loss_vfl: 0.6533 (0.6745)  loss_vfl_aux_0: 0.7561 (0.7732)  loss_vfl_aux_1: 0.6981 (0.7302)  loss_vfl_aux_2: 0.6678 (0.6998)  loss_vfl_aux_3: 0.6672 (0.6847)  loss_vfl_aux_4: 0.6531 (0.6790)  loss_vfl_aux_5: 0.7457 (0.7614)  loss_vfl_dn_0: 0.4531 (0.4540)  loss_vfl_dn_1: 0.3874 (0.3884)  loss_vfl_dn_2: 0.3694 (0.3724)  loss_vfl_dn_3: 0.3582 (0.3648)  loss_vfl_dn_4: 0.3547 (0.3620)  loss_vfl_dn_5: 0.3551 (0.3612)  time: 0.4726  data: 0.0142  max mem: 5654
Epoch: [42]  [ 900/7393]  eta: 0:52:13  lr: 0.000010  loss: 15.2775 (15.8662)  loss_bbox: 0.1569 (0.1542)  loss_bbox_aux_0: 0.1647 (0.1683)  loss_bbox_aux_1: 0.1528 (0.1586)  loss_bbox_aux_2: 0.1561 (0.1560)  loss_bbox_aux_3: 0.1500 (0.1546)  loss_bbox_aux_4: 0.1554 (0.1537)  loss_bbox_aux_5: 0.2074 (0.2051)  loss_bbox_dn_0: 0.2663 (0.2700)  loss_bbox_dn_1: 0.1908 (0.1987)  loss_bbox_dn_2: 0.1723 (0.1776)  loss_bbox_dn_3: 0.1692 (0.1713)  loss_bbox_dn_4: 0.1661 (0.1698)  loss_bbox_dn_5: 0.1661 (0.1698)  loss_giou: 0.4726 (0.4739)  loss_giou_aux_0: 0.4943 (0.5018)  loss_giou_aux_1: 0.4875 (0.4854)  loss_giou_aux_2: 0.4724 (0.4795)  loss_giou_aux_3: 0.4664 (0.4760)  loss_giou_aux_4: 0.4727 (0.4738)  loss_giou_aux_5: 0.5701 (0.5648)  loss_giou_dn_0: 0.5854 (0.5808)  loss_giou_dn_1: 0.4802 (0.4737)  loss_giou_dn_2: 0.4450 (0.4431)  loss_giou_dn_3: 0.4351 (0.4349)  loss_giou_dn_4: 0.4318 (0.4328)  loss_giou_dn_5: 0.4318 (0.4330)  loss_vfl: 0.6365 (0.6738)  loss_vfl_aux_0: 0.7522 (0.7739)  loss_vfl_aux_1: 0.6907 (0.7307)  loss_vfl_aux_2: 0.6642 (0.6998)  loss_vfl_aux_3: 0.6673 (0.6844)  loss_vfl_aux_4: 0.6497 (0.6784)  loss_vfl_aux_5: 0.7031 (0.7609)  loss_vfl_dn_0: 0.4500 (0.4540)  loss_vfl_dn_1: 0.3808 (0.3885)  loss_vfl_dn_2: 0.3701 (0.3724)  loss_vfl_dn_3: 0.3639 (0.3647)  loss_vfl_dn_4: 0.3623 (0.3620)  loss_vfl_dn_5: 0.3621 (0.3612)  time: 0.4650  data: 0.0140  max mem: 5654
Epoch: [42]  [1000/7393]  eta: 0:51:20  lr: 0.000010  loss: 16.0532 (15.8546)  loss_bbox: 0.1476 (0.1544)  loss_bbox_aux_0: 0.1647 (0.1683)  loss_bbox_aux_1: 0.1572 (0.1587)  loss_bbox_aux_2: 0.1530 (0.1563)  loss_bbox_aux_3: 0.1487 (0.1549)  loss_bbox_aux_4: 0.1475 (0.1538)  loss_bbox_aux_5: 0.2184 (0.2055)  loss_bbox_dn_0: 0.2815 (0.2709)  loss_bbox_dn_1: 0.1998 (0.1995)  loss_bbox_dn_2: 0.1748 (0.1784)  loss_bbox_dn_3: 0.1716 (0.1722)  loss_bbox_dn_4: 0.1688 (0.1706)  loss_bbox_dn_5: 0.1688 (0.1707)  loss_giou: 0.4623 (0.4725)  loss_giou_aux_0: 0.4599 (0.5000)  loss_giou_aux_1: 0.4514 (0.4836)  loss_giou_aux_2: 0.4647 (0.4780)  loss_giou_aux_3: 0.4563 (0.4747)  loss_giou_aux_4: 0.4623 (0.4723)  loss_giou_aux_5: 0.5205 (0.5630)  loss_giou_dn_0: 0.5823 (0.5796)  loss_giou_dn_1: 0.4790 (0.4727)  loss_giou_dn_2: 0.4488 (0.4422)  loss_giou_dn_3: 0.4368 (0.4339)  loss_giou_dn_4: 0.4340 (0.4318)  loss_giou_dn_5: 0.4339 (0.4320)  loss_vfl: 0.7203 (0.6735)  loss_vfl_aux_0: 0.7998 (0.7749)  loss_vfl_aux_1: 0.7713 (0.7318)  loss_vfl_aux_2: 0.7268 (0.6996)  loss_vfl_aux_3: 0.7325 (0.6841)  loss_vfl_aux_4: 0.7158 (0.6783)  loss_vfl_aux_5: 0.7795 (0.7608)  loss_vfl_dn_0: 0.4532 (0.4537)  loss_vfl_dn_1: 0.3874 (0.3882)  loss_vfl_dn_2: 0.3728 (0.3721)  loss_vfl_dn_3: 0.3665 (0.3645)  loss_vfl_dn_4: 0.3642 (0.3617)  loss_vfl_dn_5: 0.3627 (0.3609)  time: 0.4852  data: 0.0135  max mem: 5654
Epoch: [42]  [1100/7393]  eta: 0:50:29  lr: 0.000010  loss: 15.5852 (15.8735)  loss_bbox: 0.1440 (0.1544)  loss_bbox_aux_0: 0.1651 (0.1685)  loss_bbox_aux_1: 0.1613 (0.1588)  loss_bbox_aux_2: 0.1480 (0.1564)  loss_bbox_aux_3: 0.1467 (0.1549)  loss_bbox_aux_4: 0.1441 (0.1538)  loss_bbox_aux_5: 0.1847 (0.2056)  loss_bbox_dn_0: 0.2447 (0.2713)  loss_bbox_dn_1: 0.1828 (0.2000)  loss_bbox_dn_2: 0.1612 (0.1790)  loss_bbox_dn_3: 0.1542 (0.1728)  loss_bbox_dn_4: 0.1516 (0.1713)  loss_bbox_dn_5: 0.1516 (0.1713)  loss_giou: 0.4458 (0.4735)  loss_giou_aux_0: 0.4663 (0.5010)  loss_giou_aux_1: 0.4425 (0.4846)  loss_giou_aux_2: 0.4317 (0.4789)  loss_giou_aux_3: 0.4476 (0.4756)  loss_giou_aux_4: 0.4389 (0.4734)  loss_giou_aux_5: 0.5271 (0.5642)  loss_giou_dn_0: 0.5779 (0.5805)  loss_giou_dn_1: 0.4608 (0.4738)  loss_giou_dn_2: 0.4305 (0.4434)  loss_giou_dn_3: 0.4173 (0.4351)  loss_giou_dn_4: 0.4148 (0.4330)  loss_giou_dn_5: 0.4149 (0.4332)  loss_vfl: 0.6879 (0.6737)  loss_vfl_aux_0: 0.7736 (0.7746)  loss_vfl_aux_1: 0.7435 (0.7317)  loss_vfl_aux_2: 0.7242 (0.7001)  loss_vfl_aux_3: 0.7059 (0.6844)  loss_vfl_aux_4: 0.7014 (0.6783)  loss_vfl_aux_5: 0.7817 (0.7602)  loss_vfl_dn_0: 0.4524 (0.4537)  loss_vfl_dn_1: 0.3935 (0.3883)  loss_vfl_dn_2: 0.3805 (0.3723)  loss_vfl_dn_3: 0.3695 (0.3647)  loss_vfl_dn_4: 0.3661 (0.3620)  loss_vfl_dn_5: 0.3671 (0.3612)  time: 0.4791  data: 0.0132  max mem: 5654
Epoch: [42]  [1200/7393]  eta: 0:49:38  lr: 0.000010  loss: 15.7152 (15.8668)  loss_bbox: 0.1402 (0.1543)  loss_bbox_aux_0: 0.1570 (0.1684)  loss_bbox_aux_1: 0.1491 (0.1588)  loss_bbox_aux_2: 0.1434 (0.1563)  loss_bbox_aux_3: 0.1442 (0.1548)  loss_bbox_aux_4: 0.1389 (0.1538)  loss_bbox_aux_5: 0.1868 (0.2052)  loss_bbox_dn_0: 0.2336 (0.2705)  loss_bbox_dn_1: 0.1768 (0.1994)  loss_bbox_dn_2: 0.1626 (0.1783)  loss_bbox_dn_3: 0.1562 (0.1722)  loss_bbox_dn_4: 0.1540 (0.1707)  loss_bbox_dn_5: 0.1541 (0.1707)  loss_giou: 0.4769 (0.4740)  loss_giou_aux_0: 0.5047 (0.5009)  loss_giou_aux_1: 0.4840 (0.4847)  loss_giou_aux_2: 0.4909 (0.4790)  loss_giou_aux_3: 0.4785 (0.4760)  loss_giou_aux_4: 0.4769 (0.4739)  loss_giou_aux_5: 0.5723 (0.5641)  loss_giou_dn_0: 0.5801 (0.5804)  loss_giou_dn_1: 0.4721 (0.4738)  loss_giou_dn_2: 0.4315 (0.4435)  loss_giou_dn_3: 0.4285 (0.4353)  loss_giou_dn_4: 0.4286 (0.4332)  loss_giou_dn_5: 0.4290 (0.4334)  loss_vfl: 0.6451 (0.6732)  loss_vfl_aux_0: 0.7265 (0.7742)  loss_vfl_aux_1: 0.7027 (0.7312)  loss_vfl_aux_2: 0.6840 (0.6998)  loss_vfl_aux_3: 0.6593 (0.6840)  loss_vfl_aux_4: 0.6564 (0.6779)  loss_vfl_aux_5: 0.7328 (0.7596)  loss_vfl_dn_0: 0.4561 (0.4535)  loss_vfl_dn_1: 0.3883 (0.3881)  loss_vfl_dn_2: 0.3697 (0.3721)  loss_vfl_dn_3: 0.3634 (0.3645)  loss_vfl_dn_4: 0.3633 (0.3618)  loss_vfl_dn_5: 0.3630 (0.3610)  time: 0.4731  data: 0.0136  max mem: 5654
Epoch: [42]  [1300/7393]  eta: 0:48:47  lr: 0.000010  loss: 16.2475 (15.8835)  loss_bbox: 0.1686 (0.1550)  loss_bbox_aux_0: 0.1838 (0.1692)  loss_bbox_aux_1: 0.1666 (0.1597)  loss_bbox_aux_2: 0.1757 (0.1571)  loss_bbox_aux_3: 0.1714 (0.1556)  loss_bbox_aux_4: 0.1702 (0.1544)  loss_bbox_aux_5: 0.2080 (0.2058)  loss_bbox_dn_0: 0.2628 (0.2708)  loss_bbox_dn_1: 0.2018 (0.1999)  loss_bbox_dn_2: 0.1888 (0.1790)  loss_bbox_dn_3: 0.1770 (0.1729)  loss_bbox_dn_4: 0.1748 (0.1714)  loss_bbox_dn_5: 0.1748 (0.1715)  loss_giou: 0.4947 (0.4748)  loss_giou_aux_0: 0.5348 (0.5016)  loss_giou_aux_1: 0.5212 (0.4855)  loss_giou_aux_2: 0.5098 (0.4799)  loss_giou_aux_3: 0.5127 (0.4769)  loss_giou_aux_4: 0.5103 (0.4747)  loss_giou_aux_5: 0.5915 (0.5649)  loss_giou_dn_0: 0.6040 (0.5809)  loss_giou_dn_1: 0.4880 (0.4743)  loss_giou_dn_2: 0.4528 (0.4441)  loss_giou_dn_3: 0.4492 (0.4358)  loss_giou_dn_4: 0.4490 (0.4338)  loss_giou_dn_5: 0.4497 (0.4339)  loss_vfl: 0.6349 (0.6731)  loss_vfl_aux_0: 0.7333 (0.7736)  loss_vfl_aux_1: 0.7001 (0.7312)  loss_vfl_aux_2: 0.6667 (0.6997)  loss_vfl_aux_3: 0.6555 (0.6837)  loss_vfl_aux_4: 0.6480 (0.6779)  loss_vfl_aux_5: 0.7390 (0.7590)  loss_vfl_dn_0: 0.4593 (0.4536)  loss_vfl_dn_1: 0.3967 (0.3882)  loss_vfl_dn_2: 0.3827 (0.3723)  loss_vfl_dn_3: 0.3780 (0.3647)  loss_vfl_dn_4: 0.3757 (0.3620)  loss_vfl_dn_5: 0.3746 (0.3612)  time: 0.4692  data: 0.0136  max mem: 5654
Epoch: [42]  [1400/7393]  eta: 0:47:55  lr: 0.000010  loss: 16.0204 (15.8784)  loss_bbox: 0.1386 (0.1547)  loss_bbox_aux_0: 0.1525 (0.1688)  loss_bbox_aux_1: 0.1542 (0.1594)  loss_bbox_aux_2: 0.1458 (0.1568)  loss_bbox_aux_3: 0.1443 (0.1552)  loss_bbox_aux_4: 0.1365 (0.1541)  loss_bbox_aux_5: 0.1809 (0.2056)  loss_bbox_dn_0: 0.2386 (0.2704)  loss_bbox_dn_1: 0.1729 (0.1996)  loss_bbox_dn_2: 0.1574 (0.1787)  loss_bbox_dn_3: 0.1489 (0.1725)  loss_bbox_dn_4: 0.1447 (0.1711)  loss_bbox_dn_5: 0.1446 (0.1711)  loss_giou: 0.4482 (0.4744)  loss_giou_aux_0: 0.4950 (0.5010)  loss_giou_aux_1: 0.4655 (0.4849)  loss_giou_aux_2: 0.4476 (0.4793)  loss_giou_aux_3: 0.4462 (0.4764)  loss_giou_aux_4: 0.4532 (0.4742)  loss_giou_aux_5: 0.5564 (0.5647)  loss_giou_dn_0: 0.5950 (0.5809)  loss_giou_dn_1: 0.4828 (0.4742)  loss_giou_dn_2: 0.4569 (0.4440)  loss_giou_dn_3: 0.4560 (0.4357)  loss_giou_dn_4: 0.4542 (0.4336)  loss_giou_dn_5: 0.4544 (0.4338)  loss_vfl: 0.7060 (0.6734)  loss_vfl_aux_0: 0.8031 (0.7747)  loss_vfl_aux_1: 0.7705 (0.7321)  loss_vfl_aux_2: 0.7290 (0.7003)  loss_vfl_aux_3: 0.7106 (0.6840)  loss_vfl_aux_4: 0.7046 (0.6781)  loss_vfl_aux_5: 0.7910 (0.7590)  loss_vfl_dn_0: 0.4536 (0.4534)  loss_vfl_dn_1: 0.3872 (0.3881)  loss_vfl_dn_2: 0.3733 (0.3722)  loss_vfl_dn_3: 0.3666 (0.3646)  loss_vfl_dn_4: 0.3648 (0.3619)  loss_vfl_dn_5: 0.3634 (0.3612)  time: 0.4724  data: 0.0135  max mem: 5654
Epoch: [42]  [1500/7393]  eta: 0:47:04  lr: 0.000010  loss: 15.2753 (15.8796)  loss_bbox: 0.1368 (0.1548)  loss_bbox_aux_0: 0.1541 (0.1691)  loss_bbox_aux_1: 0.1533 (0.1597)  loss_bbox_aux_2: 0.1393 (0.1570)  loss_bbox_aux_3: 0.1389 (0.1554)  loss_bbox_aux_4: 0.1362 (0.1543)  loss_bbox_aux_5: 0.1932 (0.2059)  loss_bbox_dn_0: 0.2442 (0.2713)  loss_bbox_dn_1: 0.1929 (0.2003)  loss_bbox_dn_2: 0.1607 (0.1792)  loss_bbox_dn_3: 0.1541 (0.1731)  loss_bbox_dn_4: 0.1541 (0.1716)  loss_bbox_dn_5: 0.1544 (0.1716)  loss_giou: 0.4434 (0.4734)  loss_giou_aux_0: 0.4522 (0.4999)  loss_giou_aux_1: 0.4443 (0.4838)  loss_giou_aux_2: 0.4513 (0.4783)  loss_giou_aux_3: 0.4379 (0.4754)  loss_giou_aux_4: 0.4437 (0.4732)  loss_giou_aux_5: 0.5224 (0.5637)  loss_giou_dn_0: 0.5424 (0.5806)  loss_giou_dn_1: 0.4443 (0.4739)  loss_giou_dn_2: 0.4162 (0.4436)  loss_giou_dn_3: 0.4071 (0.4354)  loss_giou_dn_4: 0.4049 (0.4333)  loss_giou_dn_5: 0.4048 (0.4335)  loss_vfl: 0.6567 (0.6738)  loss_vfl_aux_0: 0.7773 (0.7763)  loss_vfl_aux_1: 0.7154 (0.7336)  loss_vfl_aux_2: 0.6710 (0.7011)  loss_vfl_aux_3: 0.6717 (0.6845)  loss_vfl_aux_4: 0.6622 (0.6785)  loss_vfl_aux_5: 0.7632 (0.7597)  loss_vfl_dn_0: 0.4401 (0.4535)  loss_vfl_dn_1: 0.3757 (0.3880)  loss_vfl_dn_2: 0.3610 (0.3721)  loss_vfl_dn_3: 0.3563 (0.3645)  loss_vfl_dn_4: 0.3522 (0.3618)  loss_vfl_dn_5: 0.3509 (0.3610)  time: 0.4713  data: 0.0141  max mem: 5654
Epoch: [42]  [1600/7393]  eta: 0:46:12  lr: 0.000010  loss: 15.9207 (15.8834)  loss_bbox: 0.1475 (0.1551)  loss_bbox_aux_0: 0.1764 (0.1693)  loss_bbox_aux_1: 0.1646 (0.1600)  loss_bbox_aux_2: 0.1552 (0.1573)  loss_bbox_aux_3: 0.1513 (0.1557)  loss_bbox_aux_4: 0.1475 (0.1546)  loss_bbox_aux_5: 0.2169 (0.2062)  loss_bbox_dn_0: 0.2544 (0.2720)  loss_bbox_dn_1: 0.1839 (0.2006)  loss_bbox_dn_2: 0.1668 (0.1794)  loss_bbox_dn_3: 0.1615 (0.1732)  loss_bbox_dn_4: 0.1599 (0.1717)  loss_bbox_dn_5: 0.1599 (0.1717)  loss_giou: 0.4735 (0.4730)  loss_giou_aux_0: 0.5197 (0.4996)  loss_giou_aux_1: 0.5014 (0.4835)  loss_giou_aux_2: 0.4918 (0.4779)  loss_giou_aux_3: 0.4758 (0.4749)  loss_giou_aux_4: 0.4748 (0.4728)  loss_giou_aux_5: 0.5861 (0.5634)  loss_giou_dn_0: 0.5917 (0.5804)  loss_giou_dn_1: 0.4808 (0.4736)  loss_giou_dn_2: 0.4380 (0.4432)  loss_giou_dn_3: 0.4239 (0.4349)  loss_giou_dn_4: 0.4192 (0.4328)  loss_giou_dn_5: 0.4192 (0.4330)  loss_vfl: 0.6826 (0.6742)  loss_vfl_aux_0: 0.7970 (0.7775)  loss_vfl_aux_1: 0.8143 (0.7370)  loss_vfl_aux_2: 0.6972 (0.7017)  loss_vfl_aux_3: 0.6864 (0.6850)  loss_vfl_aux_4: 0.6806 (0.6788)  loss_vfl_aux_5: 0.7712 (0.7599)  loss_vfl_dn_0: 0.4524 (0.4535)  loss_vfl_dn_1: 0.3844 (0.3878)  loss_vfl_dn_2: 0.3667 (0.3718)  loss_vfl_dn_3: 0.3585 (0.3642)  loss_vfl_dn_4: 0.3562 (0.3615)  loss_vfl_dn_5: 0.3555 (0.3607)  time: 0.4638  data: 0.0136  max mem: 5654
Epoch: [42]  [1700/7393]  eta: 0:45:24  lr: 0.000010  loss: 15.9887 (15.8875)  loss_bbox: 0.1488 (0.1549)  loss_bbox_aux_0: 0.1596 (0.1691)  loss_bbox_aux_1: 0.1478 (0.1594)  loss_bbox_aux_2: 0.1526 (0.1570)  loss_bbox_aux_3: 0.1473 (0.1555)  loss_bbox_aux_4: 0.1456 (0.1545)  loss_bbox_aux_5: 0.1990 (0.2060)  loss_bbox_dn_0: 0.2591 (0.2721)  loss_bbox_dn_1: 0.1903 (0.2007)  loss_bbox_dn_2: 0.1675 (0.1795)  loss_bbox_dn_3: 0.1605 (0.1733)  loss_bbox_dn_4: 0.1584 (0.1718)  loss_bbox_dn_5: 0.1587 (0.1718)  loss_giou: 0.4216 (0.4731)  loss_giou_aux_0: 0.4518 (0.4997)  loss_giou_aux_1: 0.4394 (0.4834)  loss_giou_aux_2: 0.4278 (0.4780)  loss_giou_aux_3: 0.4275 (0.4749)  loss_giou_aux_4: 0.4216 (0.4729)  loss_giou_aux_5: 0.5262 (0.5635)  loss_giou_dn_0: 0.5576 (0.5806)  loss_giou_dn_1: 0.4450 (0.4738)  loss_giou_dn_2: 0.4101 (0.4434)  loss_giou_dn_3: 0.4002 (0.4351)  loss_giou_dn_4: 0.3976 (0.4330)  loss_giou_dn_5: 0.3979 (0.4332)  loss_vfl: 0.6880 (0.6743)  loss_vfl_aux_0: 0.8097 (0.7776)  loss_vfl_aux_1: 0.7666 (0.7391)  loss_vfl_aux_2: 0.7088 (0.7024)  loss_vfl_aux_3: 0.6896 (0.6853)  loss_vfl_aux_4: 0.6974 (0.6788)  loss_vfl_aux_5: 0.7604 (0.7597)  loss_vfl_dn_0: 0.4574 (0.4537)  loss_vfl_dn_1: 0.3916 (0.3879)  loss_vfl_dn_2: 0.3736 (0.3719)  loss_vfl_dn_3: 0.3669 (0.3642)  loss_vfl_dn_4: 0.3623 (0.3616)  loss_vfl_dn_5: 0.3640 (0.3608)  time: 0.4681  data: 0.0135  max mem: 5654
Epoch: [42]  [1800/7393]  eta: 0:44:34  lr: 0.000010  loss: 16.0528 (15.8809)  loss_bbox: 0.1424 (0.1547)  loss_bbox_aux_0: 0.1492 (0.1690)  loss_bbox_aux_1: 0.1420 (0.1592)  loss_bbox_aux_2: 0.1410 (0.1569)  loss_bbox_aux_3: 0.1422 (0.1554)  loss_bbox_aux_4: 0.1435 (0.1544)  loss_bbox_aux_5: 0.1832 (0.2060)  loss_bbox_dn_0: 0.2372 (0.2720)  loss_bbox_dn_1: 0.1780 (0.2007)  loss_bbox_dn_2: 0.1596 (0.1795)  loss_bbox_dn_3: 0.1536 (0.1732)  loss_bbox_dn_4: 0.1521 (0.1718)  loss_bbox_dn_5: 0.1521 (0.1718)  loss_giou: 0.4958 (0.4725)  loss_giou_aux_0: 0.4965 (0.4991)  loss_giou_aux_1: 0.4903 (0.4828)  loss_giou_aux_2: 0.4860 (0.4774)  loss_giou_aux_3: 0.4960 (0.4743)  loss_giou_aux_4: 0.4896 (0.4724)  loss_giou_aux_5: 0.5574 (0.5629)  loss_giou_dn_0: 0.5707 (0.5803)  loss_giou_dn_1: 0.4743 (0.4735)  loss_giou_dn_2: 0.4516 (0.4431)  loss_giou_dn_3: 0.4426 (0.4348)  loss_giou_dn_4: 0.4393 (0.4327)  loss_giou_dn_5: 0.4398 (0.4329)  loss_vfl: 0.6457 (0.6744)  loss_vfl_aux_0: 0.7553 (0.7779)  loss_vfl_aux_1: 0.7071 (0.7398)  loss_vfl_aux_2: 0.6653 (0.7025)  loss_vfl_aux_3: 0.6532 (0.6854)  loss_vfl_aux_4: 0.6376 (0.6788)  loss_vfl_aux_5: 0.7497 (0.7595)  loss_vfl_dn_0: 0.4529 (0.4538)  loss_vfl_dn_1: 0.3889 (0.3878)  loss_vfl_dn_2: 0.3744 (0.3717)  loss_vfl_dn_3: 0.3648 (0.3641)  loss_vfl_dn_4: 0.3622 (0.3614)  loss_vfl_dn_5: 0.3621 (0.3606)  time: 0.4688  data: 0.0135  max mem: 5654
Epoch: [42]  [1900/7393]  eta: 0:44:04  lr: 0.000010  loss: 15.9244 (15.8698)  loss_bbox: 0.1423 (0.1544)  loss_bbox_aux_0: 0.1634 (0.1686)  loss_bbox_aux_1: 0.1439 (0.1587)  loss_bbox_aux_2: 0.1430 (0.1565)  loss_bbox_aux_3: 0.1415 (0.1551)  loss_bbox_aux_4: 0.1423 (0.1541)  loss_bbox_aux_5: 0.2027 (0.2055)  loss_bbox_dn_0: 0.2838 (0.2718)  loss_bbox_dn_1: 0.1894 (0.2005)  loss_bbox_dn_2: 0.1731 (0.1793)  loss_bbox_dn_3: 0.1658 (0.1731)  loss_bbox_dn_4: 0.1628 (0.1716)  loss_bbox_dn_5: 0.1630 (0.1716)  loss_giou: 0.4173 (0.4723)  loss_giou_aux_0: 0.4479 (0.4988)  loss_giou_aux_1: 0.4311 (0.4825)  loss_giou_aux_2: 0.4256 (0.4773)  loss_giou_aux_3: 0.4174 (0.4741)  loss_giou_aux_4: 0.4211 (0.4723)  loss_giou_aux_5: 0.5048 (0.5627)  loss_giou_dn_0: 0.5636 (0.5801)  loss_giou_dn_1: 0.4487 (0.4734)  loss_giou_dn_2: 0.4285 (0.4430)  loss_giou_dn_3: 0.4144 (0.4346)  loss_giou_dn_4: 0.4110 (0.4325)  loss_giou_dn_5: 0.4116 (0.4327)  loss_vfl: 0.6333 (0.6736)  loss_vfl_aux_0: 0.7603 (0.7771)  loss_vfl_aux_1: 0.7006 (0.7397)  loss_vfl_aux_2: 0.6736 (0.7019)  loss_vfl_aux_3: 0.6512 (0.6846)  loss_vfl_aux_4: 0.6351 (0.6779)  loss_vfl_aux_5: 0.7679 (0.7590)  loss_vfl_dn_0: 0.4522 (0.4538)  loss_vfl_dn_1: 0.3807 (0.3878)  loss_vfl_dn_2: 0.3603 (0.3716)  loss_vfl_dn_3: 0.3564 (0.3640)  loss_vfl_dn_4: 0.3544 (0.3614)  loss_vfl_dn_5: 0.3537 (0.3606)  time: 0.4725  data: 0.0136  max mem: 5654
Epoch: [42]  [2000/7393]  eta: 0:43:15  lr: 0.000010  loss: 15.9412 (15.8699)  loss_bbox: 0.1416 (0.1541)  loss_bbox_aux_0: 0.1535 (0.1683)  loss_bbox_aux_1: 0.1519 (0.1584)  loss_bbox_aux_2: 0.1448 (0.1562)  loss_bbox_aux_3: 0.1448 (0.1548)  loss_bbox_aux_4: 0.1426 (0.1539)  loss_bbox_aux_5: 0.1931 (0.2052)  loss_bbox_dn_0: 0.2366 (0.2711)  loss_bbox_dn_1: 0.1758 (0.2000)  loss_bbox_dn_2: 0.1578 (0.1788)  loss_bbox_dn_3: 0.1514 (0.1725)  loss_bbox_dn_4: 0.1498 (0.1711)  loss_bbox_dn_5: 0.1497 (0.1711)  loss_giou: 0.4819 (0.4729)  loss_giou_aux_0: 0.4973 (0.4993)  loss_giou_aux_1: 0.4769 (0.4831)  loss_giou_aux_2: 0.4734 (0.4778)  loss_giou_aux_3: 0.4836 (0.4747)  loss_giou_aux_4: 0.4847 (0.4729)  loss_giou_aux_5: 0.5590 (0.5632)  loss_giou_dn_0: 0.6000 (0.5804)  loss_giou_dn_1: 0.4917 (0.4737)  loss_giou_dn_2: 0.4570 (0.4433)  loss_giou_dn_3: 0.4460 (0.4349)  loss_giou_dn_4: 0.4433 (0.4328)  loss_giou_dn_5: 0.4438 (0.4331)  loss_vfl: 0.6793 (0.6734)  loss_vfl_aux_0: 0.7782 (0.7770)  loss_vfl_aux_1: 0.7420 (0.7397)  loss_vfl_aux_2: 0.6960 (0.7019)  loss_vfl_aux_3: 0.6864 (0.6844)  loss_vfl_aux_4: 0.6842 (0.6776)  loss_vfl_aux_5: 0.7568 (0.7589)  loss_vfl_dn_0: 0.4537 (0.4538)  loss_vfl_dn_1: 0.3863 (0.3878)  loss_vfl_dn_2: 0.3714 (0.3717)  loss_vfl_dn_3: 0.3638 (0.3641)  loss_vfl_dn_4: 0.3643 (0.3614)  loss_vfl_dn_5: 0.3649 (0.3606)  time: 0.4773  data: 0.0135  max mem: 5654
Epoch: [42]  [2100/7393]  eta: 0:42:41  lr: 0.000010  loss: 16.1180 (15.8617)  loss_bbox: 0.1526 (0.1542)  loss_bbox_aux_0: 0.1718 (0.1685)  loss_bbox_aux_1: 0.1636 (0.1585)  loss_bbox_aux_2: 0.1615 (0.1563)  loss_bbox_aux_3: 0.1595 (0.1550)  loss_bbox_aux_4: 0.1553 (0.1540)  loss_bbox_aux_5: 0.2088 (0.2054)  loss_bbox_dn_0: 0.2600 (0.2714)  loss_bbox_dn_1: 0.1934 (0.2002)  loss_bbox_dn_2: 0.1734 (0.1790)  loss_bbox_dn_3: 0.1677 (0.1728)  loss_bbox_dn_4: 0.1669 (0.1713)  loss_bbox_dn_5: 0.1669 (0.1713)  loss_giou: 0.4743 (0.4719)  loss_giou_aux_0: 0.5110 (0.4983)  loss_giou_aux_1: 0.4889 (0.4821)  loss_giou_aux_2: 0.4832 (0.4769)  loss_giou_aux_3: 0.4731 (0.4738)  loss_giou_aux_4: 0.4720 (0.4719)  loss_giou_aux_5: 0.5923 (0.5622)  loss_giou_dn_0: 0.6006 (0.5798)  loss_giou_dn_1: 0.4938 (0.4729)  loss_giou_dn_2: 0.4588 (0.4426)  loss_giou_dn_3: 0.4531 (0.4342)  loss_giou_dn_4: 0.4532 (0.4321)  loss_giou_dn_5: 0.4530 (0.4323)  loss_vfl: 0.6546 (0.6735)  loss_vfl_aux_0: 0.7264 (0.7773)  loss_vfl_aux_1: 0.6980 (0.7397)  loss_vfl_aux_2: 0.6663 (0.7021)  loss_vfl_aux_3: 0.6550 (0.6844)  loss_vfl_aux_4: 0.6546 (0.6776)  loss_vfl_aux_5: 0.7141 (0.7595)  loss_vfl_dn_0: 0.4462 (0.4537)  loss_vfl_dn_1: 0.3909 (0.3876)  loss_vfl_dn_2: 0.3731 (0.3715)  loss_vfl_dn_3: 0.3699 (0.3639)  loss_vfl_dn_4: 0.3648 (0.3613)  loss_vfl_dn_5: 0.3650 (0.3605)  time: 0.4724  data: 0.0136  max mem: 5654
Epoch: [42]  [2200/7393]  eta: 0:41:51  lr: 0.000010  loss: 16.7525 (15.8750)  loss_bbox: 0.1625 (0.1543)  loss_bbox_aux_0: 0.1693 (0.1685)  loss_bbox_aux_1: 0.1645 (0.1585)  loss_bbox_aux_2: 0.1693 (0.1564)  loss_bbox_aux_3: 0.1628 (0.1550)  loss_bbox_aux_4: 0.1629 (0.1541)  loss_bbox_aux_5: 0.2031 (0.2054)  loss_bbox_dn_0: 0.2647 (0.2711)  loss_bbox_dn_1: 0.2049 (0.2002)  loss_bbox_dn_2: 0.1903 (0.1790)  loss_bbox_dn_3: 0.1840 (0.1728)  loss_bbox_dn_4: 0.1823 (0.1713)  loss_bbox_dn_5: 0.1822 (0.1713)  loss_giou: 0.4900 (0.4731)  loss_giou_aux_0: 0.5136 (0.4993)  loss_giou_aux_1: 0.5132 (0.4833)  loss_giou_aux_2: 0.5031 (0.4780)  loss_giou_aux_3: 0.5004 (0.4749)  loss_giou_aux_4: 0.4898 (0.4731)  loss_giou_aux_5: 0.5694 (0.5633)  loss_giou_dn_0: 0.6098 (0.5806)  loss_giou_dn_1: 0.4980 (0.4738)  loss_giou_dn_2: 0.4704 (0.4435)  loss_giou_dn_3: 0.4633 (0.4352)  loss_giou_dn_4: 0.4573 (0.4331)  loss_giou_dn_5: 0.4573 (0.4333)  loss_vfl: 0.6926 (0.6734)  loss_vfl_aux_0: 0.7742 (0.7769)  loss_vfl_aux_1: 0.7595 (0.7395)  loss_vfl_aux_2: 0.7241 (0.7020)  loss_vfl_aux_3: 0.6978 (0.6845)  loss_vfl_aux_4: 0.7074 (0.6776)  loss_vfl_aux_5: 0.7565 (0.7592)  loss_vfl_dn_0: 0.4592 (0.4538)  loss_vfl_dn_1: 0.4012 (0.3878)  loss_vfl_dn_2: 0.3850 (0.3717)  loss_vfl_dn_3: 0.3764 (0.3641)  loss_vfl_dn_4: 0.3727 (0.3615)  loss_vfl_dn_5: 0.3713 (0.3607)  time: 0.4589  data: 0.0136  max mem: 5654
Epoch: [42]  [2300/7393]  eta: 0:41:00  lr: 0.000010  loss: 16.3255 (15.8897)  loss_bbox: 0.1404 (0.1543)  loss_bbox_aux_0: 0.1595 (0.1686)  loss_bbox_aux_1: 0.1550 (0.1586)  loss_bbox_aux_2: 0.1525 (0.1565)  loss_bbox_aux_3: 0.1408 (0.1551)  loss_bbox_aux_4: 0.1456 (0.1542)  loss_bbox_aux_5: 0.1957 (0.2056)  loss_bbox_dn_0: 0.2417 (0.2711)  loss_bbox_dn_1: 0.1705 (0.2002)  loss_bbox_dn_2: 0.1583 (0.1791)  loss_bbox_dn_3: 0.1578 (0.1728)  loss_bbox_dn_4: 0.1598 (0.1714)  loss_bbox_dn_5: 0.1600 (0.1714)  loss_giou: 0.5582 (0.4742)  loss_giou_aux_0: 0.5707 (0.5003)  loss_giou_aux_1: 0.5671 (0.4844)  loss_giou_aux_2: 0.5537 (0.4791)  loss_giou_aux_3: 0.5566 (0.4760)  loss_giou_aux_4: 0.5620 (0.4743)  loss_giou_aux_5: 0.6481 (0.5644)  loss_giou_dn_0: 0.6003 (0.5814)  loss_giou_dn_1: 0.5149 (0.4746)  loss_giou_dn_2: 0.4867 (0.4443)  loss_giou_dn_3: 0.4778 (0.4360)  loss_giou_dn_4: 0.4752 (0.4339)  loss_giou_dn_5: 0.4751 (0.4341)  loss_vfl: 0.6323 (0.6734)  loss_vfl_aux_0: 0.7381 (0.7770)  loss_vfl_aux_1: 0.6927 (0.7393)  loss_vfl_aux_2: 0.6681 (0.7020)  loss_vfl_aux_3: 0.6464 (0.6846)  loss_vfl_aux_4: 0.6370 (0.6776)  loss_vfl_aux_5: 0.7128 (0.7592)  loss_vfl_dn_0: 0.4559 (0.4539)  loss_vfl_dn_1: 0.3945 (0.3880)  loss_vfl_dn_2: 0.3768 (0.3719)  loss_vfl_dn_3: 0.3693 (0.3644)  loss_vfl_dn_4: 0.3682 (0.3617)  loss_vfl_dn_5: 0.3671 (0.3609)  time: 0.4793  data: 0.0136  max mem: 5654
Epoch: [42]  [2400/7393]  eta: 0:40:08  lr: 0.000010  loss: 15.5326 (15.8855)  loss_bbox: 0.1371 (0.1541)  loss_bbox_aux_0: 0.1529 (0.1684)  loss_bbox_aux_1: 0.1500 (0.1586)  loss_bbox_aux_2: 0.1419 (0.1563)  loss_bbox_aux_3: 0.1389 (0.1549)  loss_bbox_aux_4: 0.1370 (0.1540)  loss_bbox_aux_5: 0.1960 (0.2055)  loss_bbox_dn_0: 0.2457 (0.2710)  loss_bbox_dn_1: 0.1798 (0.2001)  loss_bbox_dn_2: 0.1598 (0.1790)  loss_bbox_dn_3: 0.1556 (0.1727)  loss_bbox_dn_4: 0.1508 (0.1713)  loss_bbox_dn_5: 0.1510 (0.1713)  loss_giou: 0.4617 (0.4740)  loss_giou_aux_0: 0.4844 (0.4999)  loss_giou_aux_1: 0.4704 (0.4842)  loss_giou_aux_2: 0.4668 (0.4788)  loss_giou_aux_3: 0.4563 (0.4757)  loss_giou_aux_4: 0.4595 (0.4740)  loss_giou_aux_5: 0.5677 (0.5641)  loss_giou_dn_0: 0.5928 (0.5813)  loss_giou_dn_1: 0.4755 (0.4745)  loss_giou_dn_2: 0.4433 (0.4442)  loss_giou_dn_3: 0.4375 (0.4359)  loss_giou_dn_4: 0.4373 (0.4338)  loss_giou_dn_5: 0.4382 (0.4340)  loss_vfl: 0.6437 (0.6736)  loss_vfl_aux_0: 0.7422 (0.7771)  loss_vfl_aux_1: 0.6948 (0.7390)  loss_vfl_aux_2: 0.6618 (0.7020)  loss_vfl_aux_3: 0.6573 (0.6848)  loss_vfl_aux_4: 0.6377 (0.6777)  loss_vfl_aux_5: 0.7190 (0.7590)  loss_vfl_dn_0: 0.4478 (0.4538)  loss_vfl_dn_1: 0.3865 (0.3880)  loss_vfl_dn_2: 0.3717 (0.3719)  loss_vfl_dn_3: 0.3644 (0.3644)  loss_vfl_dn_4: 0.3651 (0.3617)  loss_vfl_dn_5: 0.3628 (0.3609)  time: 0.4705  data: 0.0135  max mem: 5654
Epoch: [42]  [2500/7393]  eta: 0:39:18  lr: 0.000010  loss: 16.2612 (15.8784)  loss_bbox: 0.1285 (0.1540)  loss_bbox_aux_0: 0.1580 (0.1681)  loss_bbox_aux_1: 0.1371 (0.1584)  loss_bbox_aux_2: 0.1339 (0.1562)  loss_bbox_aux_3: 0.1318 (0.1547)  loss_bbox_aux_4: 0.1284 (0.1538)  loss_bbox_aux_5: 0.2038 (0.2054)  loss_bbox_dn_0: 0.2510 (0.2707)  loss_bbox_dn_1: 0.1863 (0.1999)  loss_bbox_dn_2: 0.1643 (0.1788)  loss_bbox_dn_3: 0.1583 (0.1726)  loss_bbox_dn_4: 0.1579 (0.1711)  loss_bbox_dn_5: 0.1579 (0.1711)  loss_giou: 0.4781 (0.4736)  loss_giou_aux_0: 0.5276 (0.4994)  loss_giou_aux_1: 0.4921 (0.4837)  loss_giou_aux_2: 0.4929 (0.4784)  loss_giou_aux_3: 0.4841 (0.4752)  loss_giou_aux_4: 0.4878 (0.4736)  loss_giou_aux_5: 0.5915 (0.5637)  loss_giou_dn_0: 0.6110 (0.5810)  loss_giou_dn_1: 0.4942 (0.4742)  loss_giou_dn_2: 0.4638 (0.4439)  loss_giou_dn_3: 0.4541 (0.4356)  loss_giou_dn_4: 0.4516 (0.4335)  loss_giou_dn_5: 0.4519 (0.4337)  loss_vfl: 0.6764 (0.6735)  loss_vfl_aux_0: 0.7671 (0.7776)  loss_vfl_aux_1: 0.7401 (0.7391)  loss_vfl_aux_2: 0.7050 (0.7019)  loss_vfl_aux_3: 0.6844 (0.6848)  loss_vfl_aux_4: 0.6783 (0.6776)  loss_vfl_aux_5: 0.7587 (0.7591)  loss_vfl_dn_0: 0.4539 (0.4538)  loss_vfl_dn_1: 0.3962 (0.3880)  loss_vfl_dn_2: 0.3762 (0.3718)  loss_vfl_dn_3: 0.3706 (0.3643)  loss_vfl_dn_4: 0.3689 (0.3616)  loss_vfl_dn_5: 0.3675 (0.3609)  time: 0.4683  data: 0.0141  max mem: 5654
Epoch: [42]  [2600/7393]  eta: 0:38:28  lr: 0.000010  loss: 16.0805 (15.8837)  loss_bbox: 0.1453 (0.1540)  loss_bbox_aux_0: 0.1597 (0.1680)  loss_bbox_aux_1: 0.1531 (0.1584)  loss_bbox_aux_2: 0.1465 (0.1561)  loss_bbox_aux_3: 0.1462 (0.1547)  loss_bbox_aux_4: 0.1468 (0.1538)  loss_bbox_aux_5: 0.1966 (0.2052)  loss_bbox_dn_0: 0.2543 (0.2706)  loss_bbox_dn_1: 0.1876 (0.1997)  loss_bbox_dn_2: 0.1647 (0.1786)  loss_bbox_dn_3: 0.1537 (0.1724)  loss_bbox_dn_4: 0.1532 (0.1710)  loss_bbox_dn_5: 0.1532 (0.1710)  loss_giou: 0.4492 (0.4745)  loss_giou_aux_0: 0.4751 (0.5002)  loss_giou_aux_1: 0.4487 (0.4846)  loss_giou_aux_2: 0.4392 (0.4793)  loss_giou_aux_3: 0.4382 (0.4761)  loss_giou_aux_4: 0.4493 (0.4745)  loss_giou_aux_5: 0.5345 (0.5646)  loss_giou_dn_0: 0.5915 (0.5815)  loss_giou_dn_1: 0.4617 (0.4747)  loss_giou_dn_2: 0.4333 (0.4444)  loss_giou_dn_3: 0.4237 (0.4361)  loss_giou_dn_4: 0.4190 (0.4340)  loss_giou_dn_5: 0.4188 (0.4342)  loss_vfl: 0.6753 (0.6732)  loss_vfl_aux_0: 0.7961 (0.7771)  loss_vfl_aux_1: 0.7483 (0.7386)  loss_vfl_aux_2: 0.7248 (0.7016)  loss_vfl_aux_3: 0.6956 (0.6845)  loss_vfl_aux_4: 0.6827 (0.6773)  loss_vfl_aux_5: 0.7733 (0.7587)  loss_vfl_dn_0: 0.4501 (0.4537)  loss_vfl_dn_1: 0.3810 (0.3880)  loss_vfl_dn_2: 0.3657 (0.3719)  loss_vfl_dn_3: 0.3593 (0.3644)  loss_vfl_dn_4: 0.3597 (0.3617)  loss_vfl_dn_5: 0.3585 (0.3609)  time: 0.4721  data: 0.0145  max mem: 5654
Epoch: [42]  [2700/7393]  eta: 0:37:39  lr: 0.000010  loss: 15.3934 (15.8829)  loss_bbox: 0.1343 (0.1540)  loss_bbox_aux_0: 0.1467 (0.1679)  loss_bbox_aux_1: 0.1407 (0.1583)  loss_bbox_aux_2: 0.1421 (0.1561)  loss_bbox_aux_3: 0.1410 (0.1547)  loss_bbox_aux_4: 0.1360 (0.1538)  loss_bbox_aux_5: 0.1986 (0.2051)  loss_bbox_dn_0: 0.2747 (0.2702)  loss_bbox_dn_1: 0.1992 (0.1994)  loss_bbox_dn_2: 0.1787 (0.1783)  loss_bbox_dn_3: 0.1744 (0.1721)  loss_bbox_dn_4: 0.1737 (0.1707)  loss_bbox_dn_5: 0.1737 (0.1707)  loss_giou: 0.4033 (0.4752)  loss_giou_aux_0: 0.4191 (0.5007)  loss_giou_aux_1: 0.4185 (0.4852)  loss_giou_aux_2: 0.4066 (0.4798)  loss_giou_aux_3: 0.3955 (0.4768)  loss_giou_aux_4: 0.4011 (0.4752)  loss_giou_aux_5: 0.4968 (0.5651)  loss_giou_dn_0: 0.5391 (0.5817)  loss_giou_dn_1: 0.4339 (0.4749)  loss_giou_dn_2: 0.4071 (0.4446)  loss_giou_dn_3: 0.4001 (0.4363)  loss_giou_dn_4: 0.3971 (0.4343)  loss_giou_dn_5: 0.3965 (0.4345)  loss_vfl: 0.6452 (0.6726)  loss_vfl_aux_0: 0.7862 (0.7771)  loss_vfl_aux_1: 0.7247 (0.7379)  loss_vfl_aux_2: 0.7002 (0.7011)  loss_vfl_aux_3: 0.6577 (0.6839)  loss_vfl_aux_4: 0.6468 (0.6766)  loss_vfl_aux_5: 0.7455 (0.7583)  loss_vfl_dn_0: 0.4460 (0.4536)  loss_vfl_dn_1: 0.3862 (0.3879)  loss_vfl_dn_2: 0.3585 (0.3718)  loss_vfl_dn_3: 0.3499 (0.3643)  loss_vfl_dn_4: 0.3497 (0.3616)  loss_vfl_dn_5: 0.3494 (0.3609)  time: 0.4663  data: 0.0142  max mem: 5654
Epoch: [42]  [2800/7393]  eta: 0:36:49  lr: 0.000010  loss: 16.5417 (15.8896)  loss_bbox: 0.1607 (0.1542)  loss_bbox_aux_0: 0.1775 (0.1680)  loss_bbox_aux_1: 0.1623 (0.1585)  loss_bbox_aux_2: 0.1621 (0.1562)  loss_bbox_aux_3: 0.1447 (0.1548)  loss_bbox_aux_4: 0.1608 (0.1540)  loss_bbox_aux_5: 0.1994 (0.2053)  loss_bbox_dn_0: 0.2718 (0.2704)  loss_bbox_dn_1: 0.2104 (0.1996)  loss_bbox_dn_2: 0.1829 (0.1785)  loss_bbox_dn_3: 0.1769 (0.1723)  loss_bbox_dn_4: 0.1766 (0.1709)  loss_bbox_dn_5: 0.1766 (0.1709)  loss_giou: 0.4586 (0.4752)  loss_giou_aux_0: 0.4803 (0.5007)  loss_giou_aux_1: 0.4548 (0.4852)  loss_giou_aux_2: 0.4562 (0.4798)  loss_giou_aux_3: 0.4595 (0.4769)  loss_giou_aux_4: 0.4573 (0.4752)  loss_giou_aux_5: 0.5414 (0.5651)  loss_giou_dn_0: 0.6011 (0.5819)  loss_giou_dn_1: 0.4929 (0.4749)  loss_giou_dn_2: 0.4540 (0.4447)  loss_giou_dn_3: 0.4424 (0.4364)  loss_giou_dn_4: 0.4390 (0.4344)  loss_giou_dn_5: 0.4391 (0.4346)  loss_vfl: 0.6957 (0.6728)  loss_vfl_aux_0: 0.7979 (0.7776)  loss_vfl_aux_1: 0.7711 (0.7382)  loss_vfl_aux_2: 0.7269 (0.7015)  loss_vfl_aux_3: 0.7063 (0.6841)  loss_vfl_aux_4: 0.6969 (0.6769)  loss_vfl_aux_5: 0.7972 (0.7587)  loss_vfl_dn_0: 0.4591 (0.4537)  loss_vfl_dn_1: 0.3995 (0.3880)  loss_vfl_dn_2: 0.3867 (0.3720)  loss_vfl_dn_3: 0.3742 (0.3644)  loss_vfl_dn_4: 0.3717 (0.3618)  loss_vfl_dn_5: 0.3711 (0.3610)  time: 0.4694  data: 0.0136  max mem: 5654
Epoch: [42]  [2900/7393]  eta: 0:36:10  lr: 0.000010  loss: 15.4912 (15.8789)  loss_bbox: 0.1460 (0.1540)  loss_bbox_aux_0: 0.1599 (0.1678)  loss_bbox_aux_1: 0.1547 (0.1583)  loss_bbox_aux_2: 0.1573 (0.1560)  loss_bbox_aux_3: 0.1488 (0.1546)  loss_bbox_aux_4: 0.1463 (0.1539)  loss_bbox_aux_5: 0.1947 (0.2051)  loss_bbox_dn_0: 0.2612 (0.2700)  loss_bbox_dn_1: 0.1758 (0.1992)  loss_bbox_dn_2: 0.1568 (0.1782)  loss_bbox_dn_3: 0.1501 (0.1720)  loss_bbox_dn_4: 0.1472 (0.1705)  loss_bbox_dn_5: 0.1472 (0.1706)  loss_giou: 0.4598 (0.4751)  loss_giou_aux_0: 0.5005 (0.5006)  loss_giou_aux_1: 0.4705 (0.4850)  loss_giou_aux_2: 0.4666 (0.4796)  loss_giou_aux_3: 0.4739 (0.4767)  loss_giou_aux_4: 0.4622 (0.4751)  loss_giou_aux_5: 0.5734 (0.5650)  loss_giou_dn_0: 0.5882 (0.5816)  loss_giou_dn_1: 0.4782 (0.4747)  loss_giou_dn_2: 0.4496 (0.4445)  loss_giou_dn_3: 0.4419 (0.4362)  loss_giou_dn_4: 0.4416 (0.4341)  loss_giou_dn_5: 0.4416 (0.4343)  loss_vfl: 0.6536 (0.6723)  loss_vfl_aux_0: 0.7796 (0.7772)  loss_vfl_aux_1: 0.7160 (0.7376)  loss_vfl_aux_2: 0.6657 (0.7011)  loss_vfl_aux_3: 0.6451 (0.6836)  loss_vfl_aux_4: 0.6584 (0.6764)  loss_vfl_aux_5: 0.7273 (0.7583)  loss_vfl_dn_0: 0.4439 (0.4536)  loss_vfl_dn_1: 0.3863 (0.3878)  loss_vfl_dn_2: 0.3706 (0.3718)  loss_vfl_dn_3: 0.3671 (0.3643)  loss_vfl_dn_4: 0.3624 (0.3616)  loss_vfl_dn_5: 0.3602 (0.3608)  time: 0.4563  data: 0.0135  max mem: 5654
Epoch: [42]  [3000/7393]  eta: 0:35:29  lr: 0.000010  loss: 16.0929 (15.8775)  loss_bbox: 0.1514 (0.1540)  loss_bbox_aux_0: 0.1718 (0.1678)  loss_bbox_aux_1: 0.1636 (0.1583)  loss_bbox_aux_2: 0.1554 (0.1560)  loss_bbox_aux_3: 0.1512 (0.1546)  loss_bbox_aux_4: 0.1514 (0.1539)  loss_bbox_aux_5: 0.2079 (0.2052)  loss_bbox_dn_0: 0.2918 (0.2700)  loss_bbox_dn_1: 0.2150 (0.1992)  loss_bbox_dn_2: 0.1965 (0.1781)  loss_bbox_dn_3: 0.1874 (0.1719)  loss_bbox_dn_4: 0.1855 (0.1705)  loss_bbox_dn_5: 0.1854 (0.1705)  loss_giou: 0.4425 (0.4749)  loss_giou_aux_0: 0.4595 (0.5005)  loss_giou_aux_1: 0.4449 (0.4849)  loss_giou_aux_2: 0.4435 (0.4795)  loss_giou_aux_3: 0.4413 (0.4765)  loss_giou_aux_4: 0.4424 (0.4749)  loss_giou_aux_5: 0.5245 (0.5650)  loss_giou_dn_0: 0.5668 (0.5816)  loss_giou_dn_1: 0.4541 (0.4746)  loss_giou_dn_2: 0.4274 (0.4444)  loss_giou_dn_3: 0.4226 (0.4361)  loss_giou_dn_4: 0.4207 (0.4340)  loss_giou_dn_5: 0.4208 (0.4342)  loss_vfl: 0.7025 (0.6725)  loss_vfl_aux_0: 0.7998 (0.7774)  loss_vfl_aux_1: 0.7659 (0.7377)  loss_vfl_aux_2: 0.7325 (0.7012)  loss_vfl_aux_3: 0.7201 (0.6837)  loss_vfl_aux_4: 0.7085 (0.6764)  loss_vfl_aux_5: 0.7870 (0.7582)  loss_vfl_dn_0: 0.4493 (0.4536)  loss_vfl_dn_1: 0.3824 (0.3877)  loss_vfl_dn_2: 0.3613 (0.3717)  loss_vfl_dn_3: 0.3577 (0.3642)  loss_vfl_dn_4: 0.3533 (0.3615)  loss_vfl_dn_5: 0.3508 (0.3607)  time: 0.4670  data: 0.0133  max mem: 5654
Epoch: [42]  [3100/7393]  eta: 0:34:39  lr: 0.000010  loss: 15.4520 (15.8748)  loss_bbox: 0.1389 (0.1539)  loss_bbox_aux_0: 0.1511 (0.1676)  loss_bbox_aux_1: 0.1459 (0.1581)  loss_bbox_aux_2: 0.1390 (0.1558)  loss_bbox_aux_3: 0.1378 (0.1545)  loss_bbox_aux_4: 0.1391 (0.1538)  loss_bbox_aux_5: 0.1848 (0.2051)  loss_bbox_dn_0: 0.2373 (0.2696)  loss_bbox_dn_1: 0.1769 (0.1990)  loss_bbox_dn_2: 0.1573 (0.1779)  loss_bbox_dn_3: 0.1502 (0.1717)  loss_bbox_dn_4: 0.1496 (0.1703)  loss_bbox_dn_5: 0.1495 (0.1703)  loss_giou: 0.4762 (0.4750)  loss_giou_aux_0: 0.4883 (0.5005)  loss_giou_aux_1: 0.4731 (0.4849)  loss_giou_aux_2: 0.4813 (0.4795)  loss_giou_aux_3: 0.4819 (0.4766)  loss_giou_aux_4: 0.4761 (0.4750)  loss_giou_aux_5: 0.5750 (0.5651)  loss_giou_dn_0: 0.5718 (0.5815)  loss_giou_dn_1: 0.4782 (0.4746)  loss_giou_dn_2: 0.4450 (0.4444)  loss_giou_dn_3: 0.4384 (0.4361)  loss_giou_dn_4: 0.4346 (0.4340)  loss_giou_dn_5: 0.4349 (0.4342)  loss_vfl: 0.6409 (0.6723)  loss_vfl_aux_0: 0.7503 (0.7777)  loss_vfl_aux_1: 0.6898 (0.7377)  loss_vfl_aux_2: 0.6640 (0.7012)  loss_vfl_aux_3: 0.6484 (0.6835)  loss_vfl_aux_4: 0.6426 (0.6762)  loss_vfl_aux_5: 0.7162 (0.7581)  loss_vfl_dn_0: 0.4503 (0.4535)  loss_vfl_dn_1: 0.3833 (0.3877)  loss_vfl_dn_2: 0.3683 (0.3717)  loss_vfl_dn_3: 0.3628 (0.3642)  loss_vfl_dn_4: 0.3618 (0.3615)  loss_vfl_dn_5: 0.3611 (0.3607)  time: 0.4728  data: 0.0134  max mem: 5654
Epoch: [42]  [3200/7393]  eta: 0:33:49  lr: 0.000010  loss: 15.7951 (15.8792)  loss_bbox: 0.1374 (0.1540)  loss_bbox_aux_0: 0.1564 (0.1677)  loss_bbox_aux_1: 0.1488 (0.1583)  loss_bbox_aux_2: 0.1475 (0.1559)  loss_bbox_aux_3: 0.1385 (0.1546)  loss_bbox_aux_4: 0.1401 (0.1539)  loss_bbox_aux_5: 0.1940 (0.2052)  loss_bbox_dn_0: 0.2517 (0.2697)  loss_bbox_dn_1: 0.1799 (0.1990)  loss_bbox_dn_2: 0.1579 (0.1780)  loss_bbox_dn_3: 0.1539 (0.1718)  loss_bbox_dn_4: 0.1526 (0.1704)  loss_bbox_dn_5: 0.1526 (0.1704)  loss_giou: 0.4408 (0.4750)  loss_giou_aux_0: 0.4593 (0.5004)  loss_giou_aux_1: 0.4537 (0.4849)  loss_giou_aux_2: 0.4442 (0.4795)  loss_giou_aux_3: 0.4355 (0.4766)  loss_giou_aux_4: 0.4393 (0.4750)  loss_giou_aux_5: 0.5288 (0.5651)  loss_giou_dn_0: 0.5691 (0.5814)  loss_giou_dn_1: 0.4573 (0.4746)  loss_giou_dn_2: 0.4283 (0.4443)  loss_giou_dn_3: 0.4220 (0.4360)  loss_giou_dn_4: 0.4201 (0.4339)  loss_giou_dn_5: 0.4200 (0.4341)  loss_vfl: 0.6693 (0.6727)  loss_vfl_aux_0: 0.7681 (0.7783)  loss_vfl_aux_1: 0.7383 (0.7380)  loss_vfl_aux_2: 0.6841 (0.7015)  loss_vfl_aux_3: 0.6867 (0.6840)  loss_vfl_aux_4: 0.6767 (0.6766)  loss_vfl_aux_5: 0.7520 (0.7587)  loss_vfl_dn_0: 0.4534 (0.4536)  loss_vfl_dn_1: 0.3947 (0.3877)  loss_vfl_dn_2: 0.3789 (0.3718)  loss_vfl_dn_3: 0.3699 (0.3643)  loss_vfl_dn_4: 0.3676 (0.3616)  loss_vfl_dn_5: 0.3677 (0.3608)  time: 0.4625  data: 0.0132  max mem: 5654
Epoch: [42]  [3300/7393]  eta: 0:32:59  lr: 0.000010  loss: 15.6460 (15.8785)  loss_bbox: 0.1487 (0.1539)  loss_bbox_aux_0: 0.1623 (0.1675)  loss_bbox_aux_1: 0.1531 (0.1583)  loss_bbox_aux_2: 0.1475 (0.1560)  loss_bbox_aux_3: 0.1444 (0.1546)  loss_bbox_aux_4: 0.1480 (0.1538)  loss_bbox_aux_5: 0.1937 (0.2050)  loss_bbox_dn_0: 0.2552 (0.2696)  loss_bbox_dn_1: 0.1974 (0.1989)  loss_bbox_dn_2: 0.1742 (0.1779)  loss_bbox_dn_3: 0.1627 (0.1717)  loss_bbox_dn_4: 0.1632 (0.1703)  loss_bbox_dn_5: 0.1632 (0.1703)  loss_giou: 0.4318 (0.4749)  loss_giou_aux_0: 0.4736 (0.5004)  loss_giou_aux_1: 0.4455 (0.4849)  loss_giou_aux_2: 0.4398 (0.4795)  loss_giou_aux_3: 0.4344 (0.4766)  loss_giou_aux_4: 0.4322 (0.4750)  loss_giou_aux_5: 0.5378 (0.5650)  loss_giou_dn_0: 0.5812 (0.5816)  loss_giou_dn_1: 0.4690 (0.4747)  loss_giou_dn_2: 0.4275 (0.4444)  loss_giou_dn_3: 0.4202 (0.4361)  loss_giou_dn_4: 0.4177 (0.4340)  loss_giou_dn_5: 0.4178 (0.4342)  loss_vfl: 0.6891 (0.6728)  loss_vfl_aux_0: 0.7856 (0.7784)  loss_vfl_aux_1: 0.7559 (0.7378)  loss_vfl_aux_2: 0.7037 (0.7012)  loss_vfl_aux_3: 0.7026 (0.6839)  loss_vfl_aux_4: 0.6968 (0.6766)  loss_vfl_aux_5: 0.7764 (0.7588)  loss_vfl_dn_0: 0.4572 (0.4537)  loss_vfl_dn_1: 0.3923 (0.3878)  loss_vfl_dn_2: 0.3723 (0.3718)  loss_vfl_dn_3: 0.3619 (0.3643)  loss_vfl_dn_4: 0.3586 (0.3617)  loss_vfl_dn_5: 0.3572 (0.3609)  time: 0.4692  data: 0.0133  max mem: 5654
Epoch: [42]  [3400/7393]  eta: 0:32:10  lr: 0.000010  loss: 16.1922 (15.8831)  loss_bbox: 0.1458 (0.1541)  loss_bbox_aux_0: 0.1605 (0.1677)  loss_bbox_aux_1: 0.1500 (0.1585)  loss_bbox_aux_2: 0.1500 (0.1562)  loss_bbox_aux_3: 0.1490 (0.1547)  loss_bbox_aux_4: 0.1482 (0.1540)  loss_bbox_aux_5: 0.1879 (0.2051)  loss_bbox_dn_0: 0.2292 (0.2697)  loss_bbox_dn_1: 0.1700 (0.1990)  loss_bbox_dn_2: 0.1535 (0.1780)  loss_bbox_dn_3: 0.1485 (0.1718)  loss_bbox_dn_4: 0.1471 (0.1703)  loss_bbox_dn_5: 0.1471 (0.1703)  loss_giou: 0.4655 (0.4751)  loss_giou_aux_0: 0.4835 (0.5006)  loss_giou_aux_1: 0.4799 (0.4851)  loss_giou_aux_2: 0.4689 (0.4797)  loss_giou_aux_3: 0.4738 (0.4768)  loss_giou_aux_4: 0.4677 (0.4752)  loss_giou_aux_5: 0.5404 (0.5652)  loss_giou_dn_0: 0.5836 (0.5817)  loss_giou_dn_1: 0.4722 (0.4748)  loss_giou_dn_2: 0.4404 (0.4445)  loss_giou_dn_3: 0.4367 (0.4362)  loss_giou_dn_4: 0.4363 (0.4341)  loss_giou_dn_5: 0.4366 (0.4343)  loss_vfl: 0.6939 (0.6728)  loss_vfl_aux_0: 0.7973 (0.7785)  loss_vfl_aux_1: 0.7488 (0.7376)  loss_vfl_aux_2: 0.7166 (0.7012)  loss_vfl_aux_3: 0.6978 (0.6840)  loss_vfl_aux_4: 0.6851 (0.6767)  loss_vfl_aux_5: 0.7578 (0.7589)  loss_vfl_dn_0: 0.4612 (0.4537)  loss_vfl_dn_1: 0.3956 (0.3879)  loss_vfl_dn_2: 0.3768 (0.3719)  loss_vfl_dn_3: 0.3710 (0.3644)  loss_vfl_dn_4: 0.3689 (0.3617)  loss_vfl_dn_5: 0.3680 (0.3610)  time: 0.4889  data: 0.0137  max mem: 5654
Epoch: [42]  [3500/7393]  eta: 0:31:22  lr: 0.000010  loss: 16.1355 (15.8935)  loss_bbox: 0.1596 (0.1541)  loss_bbox_aux_0: 0.1608 (0.1677)  loss_bbox_aux_1: 0.1564 (0.1585)  loss_bbox_aux_2: 0.1560 (0.1562)  loss_bbox_aux_3: 0.1592 (0.1547)  loss_bbox_aux_4: 0.1622 (0.1540)  loss_bbox_aux_5: 0.1966 (0.2051)  loss_bbox_dn_0: 0.2927 (0.2697)  loss_bbox_dn_1: 0.2190 (0.1991)  loss_bbox_dn_2: 0.2025 (0.1781)  loss_bbox_dn_3: 0.1942 (0.1719)  loss_bbox_dn_4: 0.1911 (0.1704)  loss_bbox_dn_5: 0.1911 (0.1704)  loss_giou: 0.4444 (0.4757)  loss_giou_aux_0: 0.4684 (0.5011)  loss_giou_aux_1: 0.4454 (0.4858)  loss_giou_aux_2: 0.4508 (0.4803)  loss_giou_aux_3: 0.4492 (0.4773)  loss_giou_aux_4: 0.4487 (0.4758)  loss_giou_aux_5: 0.5235 (0.5658)  loss_giou_dn_0: 0.5854 (0.5822)  loss_giou_dn_1: 0.4710 (0.4753)  loss_giou_dn_2: 0.4345 (0.4450)  loss_giou_dn_3: 0.4266 (0.4366)  loss_giou_dn_4: 0.4231 (0.4345)  loss_giou_dn_5: 0.4230 (0.4347)  loss_vfl: 0.6810 (0.6732)  loss_vfl_aux_0: 0.7997 (0.7789)  loss_vfl_aux_1: 0.7506 (0.7379)  loss_vfl_aux_2: 0.7102 (0.7017)  loss_vfl_aux_3: 0.6956 (0.6844)  loss_vfl_aux_4: 0.6803 (0.6771)  loss_vfl_aux_5: 0.7738 (0.7594)  loss_vfl_dn_0: 0.4632 (0.4538)  loss_vfl_dn_1: 0.3902 (0.3880)  loss_vfl_dn_2: 0.3766 (0.3720)  loss_vfl_dn_3: 0.3680 (0.3645)  loss_vfl_dn_4: 0.3640 (0.3619)  loss_vfl_dn_5: 0.3634 (0.3611)  time: 0.4791  data: 0.0144  max mem: 5654
Epoch: [42]  [3600/7393]  eta: 0:30:34  lr: 0.000010  loss: 15.8984 (15.9004)  loss_bbox: 0.1547 (0.1542)  loss_bbox_aux_0: 0.1590 (0.1677)  loss_bbox_aux_1: 0.1633 (0.1587)  loss_bbox_aux_2: 0.1532 (0.1563)  loss_bbox_aux_3: 0.1530 (0.1548)  loss_bbox_aux_4: 0.1542 (0.1541)  loss_bbox_aux_5: 0.2066 (0.2051)  loss_bbox_dn_0: 0.2750 (0.2699)  loss_bbox_dn_1: 0.2191 (0.1993)  loss_bbox_dn_2: 0.1943 (0.1782)  loss_bbox_dn_3: 0.1850 (0.1720)  loss_bbox_dn_4: 0.1822 (0.1706)  loss_bbox_dn_5: 0.1822 (0.1706)  loss_giou: 0.4803 (0.4759)  loss_giou_aux_0: 0.5013 (0.5011)  loss_giou_aux_1: 0.4823 (0.4859)  loss_giou_aux_2: 0.4690 (0.4805)  loss_giou_aux_3: 0.4766 (0.4775)  loss_giou_aux_4: 0.4799 (0.4760)  loss_giou_aux_5: 0.5506 (0.5660)  loss_giou_dn_0: 0.5770 (0.5824)  loss_giou_dn_1: 0.4777 (0.4754)  loss_giou_dn_2: 0.4437 (0.4451)  loss_giou_dn_3: 0.4334 (0.4368)  loss_giou_dn_4: 0.4321 (0.4347)  loss_giou_dn_5: 0.4329 (0.4349)  loss_vfl: 0.6851 (0.6734)  loss_vfl_aux_0: 0.8115 (0.7794)  loss_vfl_aux_1: 0.7563 (0.7380)  loss_vfl_aux_2: 0.7130 (0.7020)  loss_vfl_aux_3: 0.7168 (0.6848)  loss_vfl_aux_4: 0.6885 (0.6772)  loss_vfl_aux_5: 0.7726 (0.7598)  loss_vfl_dn_0: 0.4564 (0.4540)  loss_vfl_dn_1: 0.3907 (0.3881)  loss_vfl_dn_2: 0.3705 (0.3721)  loss_vfl_dn_3: 0.3649 (0.3647)  loss_vfl_dn_4: 0.3643 (0.3620)  loss_vfl_dn_5: 0.3634 (0.3612)  time: 0.4890  data: 0.0142  max mem: 5654
Epoch: [42]  [3700/7393]  eta: 0:29:45  lr: 0.000010  loss: 15.3407 (15.9017)  loss_bbox: 0.1342 (0.1542)  loss_bbox_aux_0: 0.1435 (0.1677)  loss_bbox_aux_1: 0.1389 (0.1587)  loss_bbox_aux_2: 0.1361 (0.1562)  loss_bbox_aux_3: 0.1339 (0.1548)  loss_bbox_aux_4: 0.1346 (0.1541)  loss_bbox_aux_5: 0.1854 (0.2051)  loss_bbox_dn_0: 0.2314 (0.2698)  loss_bbox_dn_1: 0.1683 (0.1992)  loss_bbox_dn_2: 0.1575 (0.1782)  loss_bbox_dn_3: 0.1547 (0.1720)  loss_bbox_dn_4: 0.1526 (0.1706)  loss_bbox_dn_5: 0.1526 (0.1706)  loss_giou: 0.4599 (0.4759)  loss_giou_aux_0: 0.4767 (0.5011)  loss_giou_aux_1: 0.4638 (0.4859)  loss_giou_aux_2: 0.4660 (0.4805)  loss_giou_aux_3: 0.4635 (0.4775)  loss_giou_aux_4: 0.4611 (0.4760)  loss_giou_aux_5: 0.5367 (0.5660)  loss_giou_dn_0: 0.5700 (0.5824)  loss_giou_dn_1: 0.4523 (0.4754)  loss_giou_dn_2: 0.4222 (0.4451)  loss_giou_dn_3: 0.4132 (0.4368)  loss_giou_dn_4: 0.4120 (0.4347)  loss_giou_dn_5: 0.4124 (0.4349)  loss_vfl: 0.6963 (0.6737)  loss_vfl_aux_0: 0.7795 (0.7796)  loss_vfl_aux_1: 0.7436 (0.7381)  loss_vfl_aux_2: 0.7219 (0.7024)  loss_vfl_aux_3: 0.7040 (0.6851)  loss_vfl_aux_4: 0.6994 (0.6775)  loss_vfl_aux_5: 0.7591 (0.7600)  loss_vfl_dn_0: 0.4523 (0.4540)  loss_vfl_dn_1: 0.3890 (0.3881)  loss_vfl_dn_2: 0.3697 (0.3721)  loss_vfl_dn_3: 0.3634 (0.3646)  loss_vfl_dn_4: 0.3623 (0.3620)  loss_vfl_dn_5: 0.3616 (0.3612)  time: 0.4787  data: 0.0142  max mem: 5654
Epoch: [42]  [3800/7393]  eta: 0:28:56  lr: 0.000010  loss: 16.2675 (15.9035)  loss_bbox: 0.1509 (0.1542)  loss_bbox_aux_0: 0.1675 (0.1677)  loss_bbox_aux_1: 0.1550 (0.1587)  loss_bbox_aux_2: 0.1514 (0.1562)  loss_bbox_aux_3: 0.1514 (0.1548)  loss_bbox_aux_4: 0.1481 (0.1541)  loss_bbox_aux_5: 0.2090 (0.2052)  loss_bbox_dn_0: 0.2890 (0.2699)  loss_bbox_dn_1: 0.2102 (0.1993)  loss_bbox_dn_2: 0.1883 (0.1783)  loss_bbox_dn_3: 0.1811 (0.1721)  loss_bbox_dn_4: 0.1798 (0.1706)  loss_bbox_dn_5: 0.1798 (0.1707)  loss_giou: 0.4271 (0.4760)  loss_giou_aux_0: 0.4357 (0.5011)  loss_giou_aux_1: 0.4384 (0.4860)  loss_giou_aux_2: 0.4248 (0.4805)  loss_giou_aux_3: 0.4207 (0.4776)  loss_giou_aux_4: 0.4217 (0.4761)  loss_giou_aux_5: 0.5153 (0.5660)  loss_giou_dn_0: 0.5453 (0.5824)  loss_giou_dn_1: 0.4335 (0.4754)  loss_giou_dn_2: 0.4048 (0.4452)  loss_giou_dn_3: 0.4007 (0.4368)  loss_giou_dn_4: 0.3985 (0.4347)  loss_giou_dn_5: 0.3985 (0.4349)  loss_vfl: 0.6867 (0.6738)  loss_vfl_aux_0: 0.8287 (0.7799)  loss_vfl_aux_1: 0.7489 (0.7381)  loss_vfl_aux_2: 0.6973 (0.7024)  loss_vfl_aux_3: 0.6884 (0.6852)  loss_vfl_aux_4: 0.6820 (0.6776)  loss_vfl_aux_5: 0.7800 (0.7602)  loss_vfl_dn_0: 0.4512 (0.4540)  loss_vfl_dn_1: 0.3873 (0.3880)  loss_vfl_dn_2: 0.3721 (0.3720)  loss_vfl_dn_3: 0.3650 (0.3646)  loss_vfl_dn_4: 0.3634 (0.3620)  loss_vfl_dn_5: 0.3629 (0.3612)  time: 0.4770  data: 0.0140  max mem: 5654
Epoch: [42]  [3900/7393]  eta: 0:28:08  lr: 0.000010  loss: 15.7312 (15.9039)  loss_bbox: 0.1500 (0.1543)  loss_bbox_aux_0: 0.1581 (0.1677)  loss_bbox_aux_1: 0.1538 (0.1588)  loss_bbox_aux_2: 0.1488 (0.1564)  loss_bbox_aux_3: 0.1499 (0.1550)  loss_bbox_aux_4: 0.1493 (0.1542)  loss_bbox_aux_5: 0.2025 (0.2053)  loss_bbox_dn_0: 0.2619 (0.2700)  loss_bbox_dn_1: 0.1871 (0.1993)  loss_bbox_dn_2: 0.1772 (0.1783)  loss_bbox_dn_3: 0.1712 (0.1721)  loss_bbox_dn_4: 0.1697 (0.1707)  loss_bbox_dn_5: 0.1695 (0.1707)  loss_giou: 0.4387 (0.4758)  loss_giou_aux_0: 0.4584 (0.5008)  loss_giou_aux_1: 0.4336 (0.4858)  loss_giou_aux_2: 0.4394 (0.4803)  loss_giou_aux_3: 0.4417 (0.4774)  loss_giou_aux_4: 0.4383 (0.4759)  loss_giou_aux_5: 0.5052 (0.5658)  loss_giou_dn_0: 0.5561 (0.5823)  loss_giou_dn_1: 0.4512 (0.4754)  loss_giou_dn_2: 0.4216 (0.4451)  loss_giou_dn_3: 0.4156 (0.4368)  loss_giou_dn_4: 0.4147 (0.4347)  loss_giou_dn_5: 0.4152 (0.4349)  loss_vfl: 0.6901 (0.6739)  loss_vfl_aux_0: 0.7754 (0.7801)  loss_vfl_aux_1: 0.7463 (0.7382)  loss_vfl_aux_2: 0.7088 (0.7026)  loss_vfl_aux_3: 0.6991 (0.6852)  loss_vfl_aux_4: 0.6892 (0.6777)  loss_vfl_aux_5: 0.7399 (0.7604)  loss_vfl_dn_0: 0.4545 (0.4540)  loss_vfl_dn_1: 0.3885 (0.3881)  loss_vfl_dn_2: 0.3726 (0.3721)  loss_vfl_dn_3: 0.3643 (0.3646)  loss_vfl_dn_4: 0.3624 (0.3620)  loss_vfl_dn_5: 0.3604 (0.3612)  time: 0.4794  data: 0.0143  max mem: 5654
Epoch: [42]  [4000/7393]  eta: 0:27:19  lr: 0.000010  loss: 15.7273 (15.9034)  loss_bbox: 0.1329 (0.1543)  loss_bbox_aux_0: 0.1427 (0.1677)  loss_bbox_aux_1: 0.1361 (0.1588)  loss_bbox_aux_2: 0.1372 (0.1564)  loss_bbox_aux_3: 0.1344 (0.1550)  loss_bbox_aux_4: 0.1340 (0.1542)  loss_bbox_aux_5: 0.1820 (0.2052)  loss_bbox_dn_0: 0.2402 (0.2699)  loss_bbox_dn_1: 0.1771 (0.1993)  loss_bbox_dn_2: 0.1619 (0.1783)  loss_bbox_dn_3: 0.1537 (0.1721)  loss_bbox_dn_4: 0.1510 (0.1707)  loss_bbox_dn_5: 0.1510 (0.1707)  loss_giou: 0.4593 (0.4758)  loss_giou_aux_0: 0.4902 (0.5006)  loss_giou_aux_1: 0.4817 (0.4856)  loss_giou_aux_2: 0.4779 (0.4802)  loss_giou_aux_3: 0.4693 (0.4774)  loss_giou_aux_4: 0.4621 (0.4758)  loss_giou_aux_5: 0.5491 (0.5655)  loss_giou_dn_0: 0.5997 (0.5823)  loss_giou_dn_1: 0.4964 (0.4753)  loss_giou_dn_2: 0.4674 (0.4450)  loss_giou_dn_3: 0.4581 (0.4367)  loss_giou_dn_4: 0.4564 (0.4346)  loss_giou_dn_5: 0.4563 (0.4348)  loss_vfl: 0.6782 (0.6740)  loss_vfl_aux_0: 0.7715 (0.7803)  loss_vfl_aux_1: 0.7233 (0.7382)  loss_vfl_aux_2: 0.6769 (0.7027)  loss_vfl_aux_3: 0.6745 (0.6853)  loss_vfl_aux_4: 0.6884 (0.6778)  loss_vfl_aux_5: 0.7574 (0.7608)  loss_vfl_dn_0: 0.4523 (0.4540)  loss_vfl_dn_1: 0.3888 (0.3881)  loss_vfl_dn_2: 0.3781 (0.3721)  loss_vfl_dn_3: 0.3712 (0.3647)  loss_vfl_dn_4: 0.3665 (0.3620)  loss_vfl_dn_5: 0.3657 (0.3612)  time: 0.4818  data: 0.0141  max mem: 5654
Epoch: [42]  [4100/7393]  eta: 0:26:31  lr: 0.000010  loss: 16.1467 (15.9014)  loss_bbox: 0.1503 (0.1542)  loss_bbox_aux_0: 0.1640 (0.1676)  loss_bbox_aux_1: 0.1573 (0.1587)  loss_bbox_aux_2: 0.1542 (0.1563)  loss_bbox_aux_3: 0.1520 (0.1549)  loss_bbox_aux_4: 0.1502 (0.1542)  loss_bbox_aux_5: 0.1986 (0.2050)  loss_bbox_dn_0: 0.2575 (0.2698)  loss_bbox_dn_1: 0.1896 (0.1991)  loss_bbox_dn_2: 0.1715 (0.1782)  loss_bbox_dn_3: 0.1613 (0.1720)  loss_bbox_dn_4: 0.1628 (0.1706)  loss_bbox_dn_5: 0.1638 (0.1706)  loss_giou: 0.4973 (0.4758)  loss_giou_aux_0: 0.5037 (0.5006)  loss_giou_aux_1: 0.4937 (0.4857)  loss_giou_aux_2: 0.5072 (0.4803)  loss_giou_aux_3: 0.5015 (0.4774)  loss_giou_aux_4: 0.5073 (0.4759)  loss_giou_aux_5: 0.5549 (0.5656)  loss_giou_dn_0: 0.5941 (0.5822)  loss_giou_dn_1: 0.4882 (0.4753)  loss_giou_dn_2: 0.4624 (0.4450)  loss_giou_dn_3: 0.4542 (0.4367)  loss_giou_dn_4: 0.4533 (0.4346)  loss_giou_dn_5: 0.4531 (0.4348)  loss_vfl: 0.6580 (0.6739)  loss_vfl_aux_0: 0.7790 (0.7801)  loss_vfl_aux_1: 0.7102 (0.7381)  loss_vfl_aux_2: 0.6890 (0.7026)  loss_vfl_aux_3: 0.6667 (0.6853)  loss_vfl_aux_4: 0.6546 (0.6777)  loss_vfl_aux_5: 0.7415 (0.7606)  loss_vfl_dn_0: 0.4480 (0.4539)  loss_vfl_dn_1: 0.3884 (0.3881)  loss_vfl_dn_2: 0.3768 (0.3721)  loss_vfl_dn_3: 0.3686 (0.3647)  loss_vfl_dn_4: 0.3655 (0.3620)  loss_vfl_dn_5: 0.3630 (0.3612)  time: 0.4863  data: 0.0145  max mem: 5654
Epoch: [42]  [4200/7393]  eta: 0:25:42  lr: 0.000010  loss: 15.5111 (15.9045)  loss_bbox: 0.1422 (0.1544)  loss_bbox_aux_0: 0.1600 (0.1677)  loss_bbox_aux_1: 0.1551 (0.1588)  loss_bbox_aux_2: 0.1535 (0.1565)  loss_bbox_aux_3: 0.1417 (0.1551)  loss_bbox_aux_4: 0.1454 (0.1543)  loss_bbox_aux_5: 0.1953 (0.2051)  loss_bbox_dn_0: 0.2536 (0.2697)  loss_bbox_dn_1: 0.1968 (0.1991)  loss_bbox_dn_2: 0.1734 (0.1782)  loss_bbox_dn_3: 0.1599 (0.1720)  loss_bbox_dn_4: 0.1584 (0.1706)  loss_bbox_dn_5: 0.1584 (0.1706)  loss_giou: 0.4608 (0.4758)  loss_giou_aux_0: 0.4784 (0.5006)  loss_giou_aux_1: 0.4553 (0.4857)  loss_giou_aux_2: 0.4539 (0.4803)  loss_giou_aux_3: 0.4528 (0.4774)  loss_giou_aux_4: 0.4713 (0.4759)  loss_giou_aux_5: 0.5409 (0.5656)  loss_giou_dn_0: 0.5570 (0.5822)  loss_giou_dn_1: 0.4440 (0.4753)  loss_giou_dn_2: 0.4136 (0.4450)  loss_giou_dn_3: 0.4062 (0.4367)  loss_giou_dn_4: 0.4037 (0.4346)  loss_giou_dn_5: 0.4038 (0.4348)  loss_vfl: 0.6380 (0.6743)  loss_vfl_aux_0: 0.7456 (0.7801)  loss_vfl_aux_1: 0.7061 (0.7382)  loss_vfl_aux_2: 0.6819 (0.7029)  loss_vfl_aux_3: 0.6513 (0.6856)  loss_vfl_aux_4: 0.6410 (0.6781)  loss_vfl_aux_5: 0.7495 (0.7607)  loss_vfl_dn_0: 0.4508 (0.4539)  loss_vfl_dn_1: 0.3930 (0.3881)  loss_vfl_dn_2: 0.3726 (0.3722)  loss_vfl_dn_3: 0.3679 (0.3648)  loss_vfl_dn_4: 0.3629 (0.3621)  loss_vfl_dn_5: 0.3568 (0.3613)  time: 0.4750  data: 0.0141  max mem: 5654
Epoch: [42]  [4300/7393]  eta: 0:24:53  lr: 0.000010  loss: 15.4122 (15.9012)  loss_bbox: 0.1262 (0.1544)  loss_bbox_aux_0: 0.1427 (0.1677)  loss_bbox_aux_1: 0.1273 (0.1588)  loss_bbox_aux_2: 0.1326 (0.1564)  loss_bbox_aux_3: 0.1303 (0.1551)  loss_bbox_aux_4: 0.1262 (0.1543)  loss_bbox_aux_5: 0.1832 (0.2051)  loss_bbox_dn_0: 0.2281 (0.2698)  loss_bbox_dn_1: 0.1655 (0.1991)  loss_bbox_dn_2: 0.1509 (0.1782)  loss_bbox_dn_3: 0.1451 (0.1720)  loss_bbox_dn_4: 0.1441 (0.1706)  loss_bbox_dn_5: 0.1441 (0.1706)  loss_giou: 0.4442 (0.4755)  loss_giou_aux_0: 0.4744 (0.5003)  loss_giou_aux_1: 0.4584 (0.4854)  loss_giou_aux_2: 0.4581 (0.4799)  loss_giou_aux_3: 0.4491 (0.4771)  loss_giou_aux_4: 0.4443 (0.4756)  loss_giou_aux_5: 0.5503 (0.5652)  loss_giou_dn_0: 0.5543 (0.5820)  loss_giou_dn_1: 0.4390 (0.4750)  loss_giou_dn_2: 0.4151 (0.4447)  loss_giou_dn_3: 0.4027 (0.4364)  loss_giou_dn_4: 0.3999 (0.4343)  loss_giou_dn_5: 0.3998 (0.4345)  loss_vfl: 0.6698 (0.6745)  loss_vfl_aux_0: 0.7840 (0.7803)  loss_vfl_aux_1: 0.7208 (0.7382)  loss_vfl_aux_2: 0.6925 (0.7030)  loss_vfl_aux_3: 0.6895 (0.6857)  loss_vfl_aux_4: 0.6682 (0.6783)  loss_vfl_aux_5: 0.7474 (0.7608)  loss_vfl_dn_0: 0.4533 (0.4539)  loss_vfl_dn_1: 0.3844 (0.3881)  loss_vfl_dn_2: 0.3668 (0.3722)  loss_vfl_dn_3: 0.3584 (0.3647)  loss_vfl_dn_4: 0.3536 (0.3621)  loss_vfl_dn_5: 0.3543 (0.3613)  time: 0.4741  data: 0.0135  max mem: 5654
Epoch: [42]  [4400/7393]  eta: 0:24:05  lr: 0.000010  loss: 15.9164 (15.9015)  loss_bbox: 0.1470 (0.1543)  loss_bbox_aux_0: 0.1618 (0.1676)  loss_bbox_aux_1: 0.1560 (0.1588)  loss_bbox_aux_2: 0.1499 (0.1564)  loss_bbox_aux_3: 0.1489 (0.1550)  loss_bbox_aux_4: 0.1466 (0.1542)  loss_bbox_aux_5: 0.2103 (0.2051)  loss_bbox_dn_0: 0.2623 (0.2698)  loss_bbox_dn_1: 0.1908 (0.1991)  loss_bbox_dn_2: 0.1759 (0.1782)  loss_bbox_dn_3: 0.1730 (0.1720)  loss_bbox_dn_4: 0.1704 (0.1706)  loss_bbox_dn_5: 0.1705 (0.1706)  loss_giou: 0.4554 (0.4755)  loss_giou_aux_0: 0.4893 (0.5004)  loss_giou_aux_1: 0.4862 (0.4854)  loss_giou_aux_2: 0.4780 (0.4799)  loss_giou_aux_3: 0.4728 (0.4771)  loss_giou_aux_4: 0.4550 (0.4756)  loss_giou_aux_5: 0.5490 (0.5653)  loss_giou_dn_0: 0.5926 (0.5821)  loss_giou_dn_1: 0.4830 (0.4751)  loss_giou_dn_2: 0.4516 (0.4448)  loss_giou_dn_3: 0.4427 (0.4365)  loss_giou_dn_4: 0.4424 (0.4344)  loss_giou_dn_5: 0.4425 (0.4346)  loss_vfl: 0.6714 (0.6745)  loss_vfl_aux_0: 0.7321 (0.7802)  loss_vfl_aux_1: 0.6980 (0.7381)  loss_vfl_aux_2: 0.6893 (0.7030)  loss_vfl_aux_3: 0.6751 (0.6858)  loss_vfl_aux_4: 0.6761 (0.6784)  loss_vfl_aux_5: 0.7303 (0.7608)  loss_vfl_dn_0: 0.4499 (0.4539)  loss_vfl_dn_1: 0.3904 (0.3881)  loss_vfl_dn_2: 0.3767 (0.3722)  loss_vfl_dn_3: 0.3699 (0.3648)  loss_vfl_dn_4: 0.3675 (0.3621)  loss_vfl_dn_5: 0.3670 (0.3613)  time: 0.4680  data: 0.0140  max mem: 5654
Epoch: [42]  [4500/7393]  eta: 0:23:17  lr: 0.000010  loss: 15.5547 (15.9004)  loss_bbox: 0.1546 (0.1542)  loss_bbox_aux_0: 0.1703 (0.1675)  loss_bbox_aux_1: 0.1594 (0.1587)  loss_bbox_aux_2: 0.1526 (0.1562)  loss_bbox_aux_3: 0.1530 (0.1548)  loss_bbox_aux_4: 0.1549 (0.1541)  loss_bbox_aux_5: 0.1952 (0.2049)  loss_bbox_dn_0: 0.2769 (0.2697)  loss_bbox_dn_1: 0.2113 (0.1991)  loss_bbox_dn_2: 0.1771 (0.1781)  loss_bbox_dn_3: 0.1719 (0.1720)  loss_bbox_dn_4: 0.1727 (0.1705)  loss_bbox_dn_5: 0.1727 (0.1705)  loss_giou: 0.4477 (0.4754)  loss_giou_aux_0: 0.4583 (0.5003)  loss_giou_aux_1: 0.4549 (0.4853)  loss_giou_aux_2: 0.4496 (0.4798)  loss_giou_aux_3: 0.4481 (0.4770)  loss_giou_aux_4: 0.4448 (0.4754)  loss_giou_aux_5: 0.5253 (0.5652)  loss_giou_dn_0: 0.5518 (0.5820)  loss_giou_dn_1: 0.4567 (0.4750)  loss_giou_dn_2: 0.4146 (0.4448)  loss_giou_dn_3: 0.4016 (0.4365)  loss_giou_dn_4: 0.3989 (0.4344)  loss_giou_dn_5: 0.3992 (0.4346)  loss_vfl: 0.6594 (0.6747)  loss_vfl_aux_0: 0.7906 (0.7804)  loss_vfl_aux_1: 0.7469 (0.7383)  loss_vfl_aux_2: 0.6986 (0.7032)  loss_vfl_aux_3: 0.6744 (0.6859)  loss_vfl_aux_4: 0.6816 (0.6786)  loss_vfl_aux_5: 0.7672 (0.7610)  loss_vfl_dn_0: 0.4585 (0.4539)  loss_vfl_dn_1: 0.3872 (0.3881)  loss_vfl_dn_2: 0.3654 (0.3722)  loss_vfl_dn_3: 0.3549 (0.3648)  loss_vfl_dn_4: 0.3533 (0.3621)  loss_vfl_dn_5: 0.3514 (0.3613)  time: 0.4809  data: 0.0138  max mem: 5654
Epoch: [42]  [4600/7393]  eta: 0:22:28  lr: 0.000010  loss: 16.1762 (15.8991)  loss_bbox: 0.1547 (0.1541)  loss_bbox_aux_0: 0.1633 (0.1674)  loss_bbox_aux_1: 0.1524 (0.1586)  loss_bbox_aux_2: 0.1625 (0.1562)  loss_bbox_aux_3: 0.1518 (0.1548)  loss_bbox_aux_4: 0.1544 (0.1540)  loss_bbox_aux_5: 0.1918 (0.2048)  loss_bbox_dn_0: 0.3005 (0.2698)  loss_bbox_dn_1: 0.1998 (0.1991)  loss_bbox_dn_2: 0.1706 (0.1781)  loss_bbox_dn_3: 0.1604 (0.1719)  loss_bbox_dn_4: 0.1570 (0.1705)  loss_bbox_dn_5: 0.1570 (0.1705)  loss_giou: 0.4938 (0.4754)  loss_giou_aux_0: 0.5145 (0.5002)  loss_giou_aux_1: 0.4946 (0.4853)  loss_giou_aux_2: 0.4959 (0.4798)  loss_giou_aux_3: 0.4937 (0.4770)  loss_giou_aux_4: 0.4977 (0.4754)  loss_giou_aux_5: 0.5662 (0.5652)  loss_giou_dn_0: 0.5944 (0.5820)  loss_giou_dn_1: 0.4895 (0.4750)  loss_giou_dn_2: 0.4687 (0.4447)  loss_giou_dn_3: 0.4552 (0.4364)  loss_giou_dn_4: 0.4528 (0.4343)  loss_giou_dn_5: 0.4531 (0.4345)  loss_vfl: 0.6989 (0.6746)  loss_vfl_aux_0: 0.7742 (0.7804)  loss_vfl_aux_1: 0.7346 (0.7382)  loss_vfl_aux_2: 0.7009 (0.7031)  loss_vfl_aux_3: 0.7165 (0.6858)  loss_vfl_aux_4: 0.7059 (0.6785)  loss_vfl_aux_5: 0.7566 (0.7610)  loss_vfl_dn_0: 0.4506 (0.4539)  loss_vfl_dn_1: 0.3881 (0.3881)  loss_vfl_dn_2: 0.3720 (0.3722)  loss_vfl_dn_3: 0.3625 (0.3647)  loss_vfl_dn_4: 0.3582 (0.3621)  loss_vfl_dn_5: 0.3561 (0.3613)  time: 0.4752  data: 0.0144  max mem: 5654
Epoch: [42]  [4700/7393]  eta: 0:21:42  lr: 0.000010  loss: 16.3167 (15.9047)  loss_bbox: 0.1625 (0.1541)  loss_bbox_aux_0: 0.1664 (0.1675)  loss_bbox_aux_1: 0.1535 (0.1587)  loss_bbox_aux_2: 0.1655 (0.1563)  loss_bbox_aux_3: 0.1512 (0.1548)  loss_bbox_aux_4: 0.1580 (0.1541)  loss_bbox_aux_5: 0.2047 (0.2048)  loss_bbox_dn_0: 0.2680 (0.2697)  loss_bbox_dn_1: 0.1930 (0.1991)  loss_bbox_dn_2: 0.1616 (0.1781)  loss_bbox_dn_3: 0.1589 (0.1719)  loss_bbox_dn_4: 0.1560 (0.1705)  loss_bbox_dn_5: 0.1560 (0.1705)  loss_giou: 0.4812 (0.4759)  loss_giou_aux_0: 0.5001 (0.5006)  loss_giou_aux_1: 0.4773 (0.4857)  loss_giou_aux_2: 0.4704 (0.4803)  loss_giou_aux_3: 0.4770 (0.4774)  loss_giou_aux_4: 0.4816 (0.4759)  loss_giou_aux_5: 0.5743 (0.5656)  loss_giou_dn_0: 0.6100 (0.5823)  loss_giou_dn_1: 0.5088 (0.4752)  loss_giou_dn_2: 0.4775 (0.4450)  loss_giou_dn_3: 0.4737 (0.4367)  loss_giou_dn_4: 0.4720 (0.4346)  loss_giou_dn_5: 0.4718 (0.4348)  loss_vfl: 0.6750 (0.6746)  loss_vfl_aux_0: 0.7833 (0.7805)  loss_vfl_aux_1: 0.7728 (0.7383)  loss_vfl_aux_2: 0.7081 (0.7030)  loss_vfl_aux_3: 0.6886 (0.6860)  loss_vfl_aux_4: 0.6808 (0.6785)  loss_vfl_aux_5: 0.7182 (0.7610)  loss_vfl_dn_0: 0.4589 (0.4539)  loss_vfl_dn_1: 0.4004 (0.3882)  loss_vfl_dn_2: 0.3812 (0.3723)  loss_vfl_dn_3: 0.3732 (0.3648)  loss_vfl_dn_4: 0.3723 (0.3622)  loss_vfl_dn_5: 0.3704 (0.3614)  time: 0.4734  data: 0.0143  max mem: 5654
Epoch: [42]  [4800/7393]  eta: 0:20:54  lr: 0.000010  loss: 16.0171 (15.9077)  loss_bbox: 0.1422 (0.1541)  loss_bbox_aux_0: 0.1594 (0.1674)  loss_bbox_aux_1: 0.1468 (0.1586)  loss_bbox_aux_2: 0.1496 (0.1562)  loss_bbox_aux_3: 0.1506 (0.1548)  loss_bbox_aux_4: 0.1425 (0.1540)  loss_bbox_aux_5: 0.1958 (0.2047)  loss_bbox_dn_0: 0.2636 (0.2696)  loss_bbox_dn_1: 0.1859 (0.1990)  loss_bbox_dn_2: 0.1686 (0.1780)  loss_bbox_dn_3: 0.1594 (0.1718)  loss_bbox_dn_4: 0.1580 (0.1704)  loss_bbox_dn_5: 0.1580 (0.1704)  loss_giou: 0.4886 (0.4764)  loss_giou_aux_0: 0.5181 (0.5011)  loss_giou_aux_1: 0.4941 (0.4862)  loss_giou_aux_2: 0.4973 (0.4808)  loss_giou_aux_3: 0.4869 (0.4779)  loss_giou_aux_4: 0.4893 (0.4764)  loss_giou_aux_5: 0.5769 (0.5660)  loss_giou_dn_0: 0.6009 (0.5827)  loss_giou_dn_1: 0.4841 (0.4756)  loss_giou_dn_2: 0.4670 (0.4454)  loss_giou_dn_3: 0.4543 (0.4370)  loss_giou_dn_4: 0.4510 (0.4349)  loss_giou_dn_5: 0.4509 (0.4351)  loss_vfl: 0.6522 (0.6743)  loss_vfl_aux_0: 0.7512 (0.7803)  loss_vfl_aux_1: 0.7448 (0.7384)  loss_vfl_aux_2: 0.6822 (0.7028)  loss_vfl_aux_3: 0.6721 (0.6857)  loss_vfl_aux_4: 0.6651 (0.6782)  loss_vfl_aux_5: 0.7490 (0.7608)  loss_vfl_dn_0: 0.4514 (0.4539)  loss_vfl_dn_1: 0.3876 (0.3882)  loss_vfl_dn_2: 0.3730 (0.3723)  loss_vfl_dn_3: 0.3660 (0.3648)  loss_vfl_dn_4: 0.3628 (0.3622)  loss_vfl_dn_5: 0.3607 (0.3614)  time: 0.4768  data: 0.0138  max mem: 5654
Epoch: [42]  [4900/7393]  eta: 0:20:08  lr: 0.000010  loss: 15.5951 (15.9067)  loss_bbox: 0.1374 (0.1541)  loss_bbox_aux_0: 0.1498 (0.1674)  loss_bbox_aux_1: 0.1410 (0.1586)  loss_bbox_aux_2: 0.1360 (0.1562)  loss_bbox_aux_3: 0.1405 (0.1548)  loss_bbox_aux_4: 0.1362 (0.1540)  loss_bbox_aux_5: 0.1766 (0.2047)  loss_bbox_dn_0: 0.2509 (0.2696)  loss_bbox_dn_1: 0.1812 (0.1990)  loss_bbox_dn_2: 0.1617 (0.1780)  loss_bbox_dn_3: 0.1573 (0.1718)  loss_bbox_dn_4: 0.1576 (0.1704)  loss_bbox_dn_5: 0.1576 (0.1704)  loss_giou: 0.4708 (0.4762)  loss_giou_aux_0: 0.4812 (0.5010)  loss_giou_aux_1: 0.4732 (0.4861)  loss_giou_aux_2: 0.4750 (0.4807)  loss_giou_aux_3: 0.4683 (0.4778)  loss_giou_aux_4: 0.4681 (0.4763)  loss_giou_aux_5: 0.5514 (0.5659)  loss_giou_dn_0: 0.5918 (0.5827)  loss_giou_dn_1: 0.4765 (0.4756)  loss_giou_dn_2: 0.4415 (0.4454)  loss_giou_dn_3: 0.4394 (0.4370)  loss_giou_dn_4: 0.4372 (0.4349)  loss_giou_dn_5: 0.4374 (0.4351)  loss_vfl: 0.6676 (0.6741)  loss_vfl_aux_0: 0.7741 (0.7804)  loss_vfl_aux_1: 0.7471 (0.7384)  loss_vfl_aux_2: 0.6961 (0.7028)  loss_vfl_aux_3: 0.6698 (0.6856)  loss_vfl_aux_4: 0.6629 (0.6781)  loss_vfl_aux_5: 0.7596 (0.7609)  loss_vfl_dn_0: 0.4466 (0.4539)  loss_vfl_dn_1: 0.3876 (0.3881)  loss_vfl_dn_2: 0.3708 (0.3722)  loss_vfl_dn_3: 0.3655 (0.3648)  loss_vfl_dn_4: 0.3632 (0.3622)  loss_vfl_dn_5: 0.3630 (0.3614)  time: 0.7586  data: 0.0138  max mem: 5654
Epoch: [42]  [5000/7393]  eta: 0:19:19  lr: 0.000010  loss: 15.6630 (15.9083)  loss_bbox: 0.1460 (0.1541)  loss_bbox_aux_0: 0.1687 (0.1673)  loss_bbox_aux_1: 0.1540 (0.1585)  loss_bbox_aux_2: 0.1541 (0.1561)  loss_bbox_aux_3: 0.1532 (0.1548)  loss_bbox_aux_4: 0.1460 (0.1540)  loss_bbox_aux_5: 0.2080 (0.2047)  loss_bbox_dn_0: 0.2662 (0.2695)  loss_bbox_dn_1: 0.2011 (0.1988)  loss_bbox_dn_2: 0.1774 (0.1779)  loss_bbox_dn_3: 0.1701 (0.1717)  loss_bbox_dn_4: 0.1678 (0.1703)  loss_bbox_dn_5: 0.1679 (0.1703)  loss_giou: 0.4608 (0.4764)  loss_giou_aux_0: 0.4846 (0.5011)  loss_giou_aux_1: 0.4819 (0.4863)  loss_giou_aux_2: 0.4720 (0.4809)  loss_giou_aux_3: 0.4723 (0.4780)  loss_giou_aux_4: 0.4567 (0.4765)  loss_giou_aux_5: 0.5238 (0.5660)  loss_giou_dn_0: 0.5840 (0.5828)  loss_giou_dn_1: 0.4736 (0.4758)  loss_giou_dn_2: 0.4511 (0.4455)  loss_giou_dn_3: 0.4427 (0.4372)  loss_giou_dn_4: 0.4402 (0.4351)  loss_giou_dn_5: 0.4397 (0.4353)  loss_vfl: 0.6752 (0.6741)  loss_vfl_aux_0: 0.7936 (0.7806)  loss_vfl_aux_1: 0.7429 (0.7385)  loss_vfl_aux_2: 0.7026 (0.7028)  loss_vfl_aux_3: 0.6974 (0.6855)  loss_vfl_aux_4: 0.6815 (0.6781)  loss_vfl_aux_5: 0.7768 (0.7610)  loss_vfl_dn_0: 0.4551 (0.4539)  loss_vfl_dn_1: 0.3872 (0.3882)  loss_vfl_dn_2: 0.3750 (0.3723)  loss_vfl_dn_3: 0.3670 (0.3648)  loss_vfl_dn_4: 0.3668 (0.3622)  loss_vfl_dn_5: 0.3651 (0.3614)  time: 0.4782  data: 0.0139  max mem: 5654
Epoch: [42]  [5100/7393]  eta: 0:18:31  lr: 0.000010  loss: 16.0137 (15.9062)  loss_bbox: 0.1619 (0.1541)  loss_bbox_aux_0: 0.1675 (0.1673)  loss_bbox_aux_1: 0.1654 (0.1585)  loss_bbox_aux_2: 0.1625 (0.1562)  loss_bbox_aux_3: 0.1547 (0.1548)  loss_bbox_aux_4: 0.1555 (0.1540)  loss_bbox_aux_5: 0.2078 (0.2047)  loss_bbox_dn_0: 0.2824 (0.2695)  loss_bbox_dn_1: 0.1907 (0.1989)  loss_bbox_dn_2: 0.1703 (0.1779)  loss_bbox_dn_3: 0.1671 (0.1718)  loss_bbox_dn_4: 0.1674 (0.1703)  loss_bbox_dn_5: 0.1675 (0.1703)  loss_giou: 0.4323 (0.4764)  loss_giou_aux_0: 0.4544 (0.5010)  loss_giou_aux_1: 0.4342 (0.4862)  loss_giou_aux_2: 0.4302 (0.4808)  loss_giou_aux_3: 0.4326 (0.4779)  loss_giou_aux_4: 0.4282 (0.4764)  loss_giou_aux_5: 0.5254 (0.5659)  loss_giou_dn_0: 0.5377 (0.5828)  loss_giou_dn_1: 0.4448 (0.4757)  loss_giou_dn_2: 0.4126 (0.4455)  loss_giou_dn_3: 0.4055 (0.4371)  loss_giou_dn_4: 0.4019 (0.4350)  loss_giou_dn_5: 0.4021 (0.4352)  loss_vfl: 0.6602 (0.6739)  loss_vfl_aux_0: 0.7576 (0.7805)  loss_vfl_aux_1: 0.6951 (0.7383)  loss_vfl_aux_2: 0.6725 (0.7026)  loss_vfl_aux_3: 0.6680 (0.6854)  loss_vfl_aux_4: 0.6627 (0.6779)  loss_vfl_aux_5: 0.7366 (0.7608)  loss_vfl_dn_0: 0.4551 (0.4538)  loss_vfl_dn_1: 0.3880 (0.3882)  loss_vfl_dn_2: 0.3713 (0.3723)  loss_vfl_dn_3: 0.3626 (0.3648)  loss_vfl_dn_4: 0.3602 (0.3622)  loss_vfl_dn_5: 0.3592 (0.3614)  time: 0.4802  data: 0.0138  max mem: 5654
Epoch: [42]  [5200/7393]  eta: 0:17:42  lr: 0.000010  loss: 15.7351 (15.9106)  loss_bbox: 0.1407 (0.1540)  loss_bbox_aux_0: 0.1522 (0.1673)  loss_bbox_aux_1: 0.1451 (0.1585)  loss_bbox_aux_2: 0.1336 (0.1562)  loss_bbox_aux_3: 0.1436 (0.1548)  loss_bbox_aux_4: 0.1429 (0.1540)  loss_bbox_aux_5: 0.2018 (0.2047)  loss_bbox_dn_0: 0.2626 (0.2696)  loss_bbox_dn_1: 0.1871 (0.1989)  loss_bbox_dn_2: 0.1697 (0.1780)  loss_bbox_dn_3: 0.1648 (0.1718)  loss_bbox_dn_4: 0.1656 (0.1704)  loss_bbox_dn_5: 0.1656 (0.1704)  loss_giou: 0.4669 (0.4764)  loss_giou_aux_0: 0.4694 (0.5011)  loss_giou_aux_1: 0.4649 (0.4862)  loss_giou_aux_2: 0.4644 (0.4809)  loss_giou_aux_3: 0.4663 (0.4779)  loss_giou_aux_4: 0.4697 (0.4764)  loss_giou_aux_5: 0.5541 (0.5659)  loss_giou_dn_0: 0.5643 (0.5830)  loss_giou_dn_1: 0.4557 (0.4758)  loss_giou_dn_2: 0.4187 (0.4456)  loss_giou_dn_3: 0.4118 (0.4373)  loss_giou_dn_4: 0.4079 (0.4352)  loss_giou_dn_5: 0.4079 (0.4354)  loss_vfl: 0.6900 (0.6744)  loss_vfl_aux_0: 0.8033 (0.7809)  loss_vfl_aux_1: 0.7493 (0.7386)  loss_vfl_aux_2: 0.7197 (0.7028)  loss_vfl_aux_3: 0.6847 (0.6858)  loss_vfl_aux_4: 0.6854 (0.6783)  loss_vfl_aux_5: 0.7664 (0.7610)  loss_vfl_dn_0: 0.4557 (0.4539)  loss_vfl_dn_1: 0.3880 (0.3882)  loss_vfl_dn_2: 0.3740 (0.3724)  loss_vfl_dn_3: 0.3652 (0.3649)  loss_vfl_dn_4: 0.3639 (0.3623)  loss_vfl_dn_5: 0.3630 (0.3615)  time: 0.4805  data: 0.0143  max mem: 5654
Epoch: [42]  [5300/7393]  eta: 0:16:53  lr: 0.000010  loss: 16.0466 (15.9129)  loss_bbox: 0.1567 (0.1540)  loss_bbox_aux_0: 0.1656 (0.1673)  loss_bbox_aux_1: 0.1550 (0.1585)  loss_bbox_aux_2: 0.1602 (0.1561)  loss_bbox_aux_3: 0.1547 (0.1547)  loss_bbox_aux_4: 0.1580 (0.1540)  loss_bbox_aux_5: 0.2032 (0.2047)  loss_bbox_dn_0: 0.2550 (0.2695)  loss_bbox_dn_1: 0.2021 (0.1988)  loss_bbox_dn_2: 0.1718 (0.1779)  loss_bbox_dn_3: 0.1703 (0.1718)  loss_bbox_dn_4: 0.1699 (0.1704)  loss_bbox_dn_5: 0.1698 (0.1704)  loss_giou: 0.4636 (0.4766)  loss_giou_aux_0: 0.4873 (0.5012)  loss_giou_aux_1: 0.4607 (0.4864)  loss_giou_aux_2: 0.4570 (0.4811)  loss_giou_aux_3: 0.4589 (0.4781)  loss_giou_aux_4: 0.4588 (0.4766)  loss_giou_aux_5: 0.5609 (0.5662)  loss_giou_dn_0: 0.5762 (0.5831)  loss_giou_dn_1: 0.4771 (0.4760)  loss_giou_dn_2: 0.4530 (0.4457)  loss_giou_dn_3: 0.4448 (0.4374)  loss_giou_dn_4: 0.4431 (0.4353)  loss_giou_dn_5: 0.4431 (0.4355)  loss_vfl: 0.6802 (0.6745)  loss_vfl_aux_0: 0.7889 (0.7809)  loss_vfl_aux_1: 0.7561 (0.7387)  loss_vfl_aux_2: 0.7101 (0.7029)  loss_vfl_aux_3: 0.6851 (0.6858)  loss_vfl_aux_4: 0.6930 (0.6784)  loss_vfl_aux_5: 0.7544 (0.7609)  loss_vfl_dn_0: 0.4545 (0.4539)  loss_vfl_dn_1: 0.3922 (0.3883)  loss_vfl_dn_2: 0.3740 (0.3724)  loss_vfl_dn_3: 0.3707 (0.3649)  loss_vfl_dn_4: 0.3686 (0.3623)  loss_vfl_dn_5: 0.3668 (0.3615)  time: 0.4726  data: 0.0139  max mem: 5654
Epoch: [42]  [5400/7393]  eta: 0:16:05  lr: 0.000010  loss: 16.1128 (15.9132)  loss_bbox: 0.1442 (0.1541)  loss_bbox_aux_0: 0.1645 (0.1674)  loss_bbox_aux_1: 0.1539 (0.1586)  loss_bbox_aux_2: 0.1491 (0.1562)  loss_bbox_aux_3: 0.1429 (0.1549)  loss_bbox_aux_4: 0.1451 (0.1541)  loss_bbox_aux_5: 0.2003 (0.2049)  loss_bbox_dn_0: 0.2534 (0.2697)  loss_bbox_dn_1: 0.1863 (0.1990)  loss_bbox_dn_2: 0.1706 (0.1781)  loss_bbox_dn_3: 0.1674 (0.1719)  loss_bbox_dn_4: 0.1658 (0.1705)  loss_bbox_dn_5: 0.1659 (0.1705)  loss_giou: 0.4550 (0.4765)  loss_giou_aux_0: 0.4572 (0.5011)  loss_giou_aux_1: 0.4515 (0.4863)  loss_giou_aux_2: 0.4551 (0.4810)  loss_giou_aux_3: 0.4547 (0.4781)  loss_giou_aux_4: 0.4550 (0.4766)  loss_giou_aux_5: 0.5489 (0.5661)  loss_giou_dn_0: 0.5692 (0.5830)  loss_giou_dn_1: 0.4666 (0.4758)  loss_giou_dn_2: 0.4332 (0.4456)  loss_giou_dn_3: 0.4198 (0.4373)  loss_giou_dn_4: 0.4175 (0.4352)  loss_giou_dn_5: 0.4178 (0.4354)  loss_vfl: 0.6412 (0.6743)  loss_vfl_aux_0: 0.7708 (0.7811)  loss_vfl_aux_1: 0.7327 (0.7387)  loss_vfl_aux_2: 0.6823 (0.7028)  loss_vfl_aux_3: 0.6575 (0.6857)  loss_vfl_aux_4: 0.6388 (0.6782)  loss_vfl_aux_5: 0.7596 (0.7612)  loss_vfl_dn_0: 0.4576 (0.4539)  loss_vfl_dn_1: 0.3919 (0.3883)  loss_vfl_dn_2: 0.3737 (0.3723)  loss_vfl_dn_3: 0.3630 (0.3649)  loss_vfl_dn_4: 0.3615 (0.3623)  loss_vfl_dn_5: 0.3601 (0.3615)  time: 0.4925  data: 0.0137  max mem: 5654
Epoch: [42]  [5500/7393]  eta: 0:15:16  lr: 0.000010  loss: 15.9831 (15.9145)  loss_bbox: 0.1593 (0.1542)  loss_bbox_aux_0: 0.1656 (0.1675)  loss_bbox_aux_1: 0.1645 (0.1587)  loss_bbox_aux_2: 0.1607 (0.1564)  loss_bbox_aux_3: 0.1573 (0.1550)  loss_bbox_aux_4: 0.1596 (0.1542)  loss_bbox_aux_5: 0.2053 (0.2051)  loss_bbox_dn_0: 0.2577 (0.2700)  loss_bbox_dn_1: 0.2130 (0.1992)  loss_bbox_dn_2: 0.1954 (0.1783)  loss_bbox_dn_3: 0.1893 (0.1722)  loss_bbox_dn_4: 0.1874 (0.1707)  loss_bbox_dn_5: 0.1874 (0.1707)  loss_giou: 0.4246 (0.4764)  loss_giou_aux_0: 0.4576 (0.5009)  loss_giou_aux_1: 0.4434 (0.4861)  loss_giou_aux_2: 0.4392 (0.4809)  loss_giou_aux_3: 0.4251 (0.4779)  loss_giou_aux_4: 0.4240 (0.4764)  loss_giou_aux_5: 0.5105 (0.5659)  loss_giou_dn_0: 0.5904 (0.5829)  loss_giou_dn_1: 0.4830 (0.4758)  loss_giou_dn_2: 0.4527 (0.4456)  loss_giou_dn_3: 0.4449 (0.4373)  loss_giou_dn_4: 0.4408 (0.4352)  loss_giou_dn_5: 0.4408 (0.4354)  loss_vfl: 0.6496 (0.6745)  loss_vfl_aux_0: 0.7602 (0.7812)  loss_vfl_aux_1: 0.6844 (0.7387)  loss_vfl_aux_2: 0.6686 (0.7028)  loss_vfl_aux_3: 0.6555 (0.6857)  loss_vfl_aux_4: 0.6467 (0.6783)  loss_vfl_aux_5: 0.7473 (0.7613)  loss_vfl_dn_0: 0.4510 (0.4539)  loss_vfl_dn_1: 0.3843 (0.3882)  loss_vfl_dn_2: 0.3733 (0.3723)  loss_vfl_dn_3: 0.3663 (0.3649)  loss_vfl_dn_4: 0.3653 (0.3623)  loss_vfl_dn_5: 0.3640 (0.3615)  time: 0.4648  data: 0.0141  max mem: 5654
Epoch: [42]  [5600/7393]  eta: 0:14:28  lr: 0.000010  loss: 16.0246 (15.9153)  loss_bbox: 0.1420 (0.1542)  loss_bbox_aux_0: 0.1607 (0.1675)  loss_bbox_aux_1: 0.1481 (0.1587)  loss_bbox_aux_2: 0.1501 (0.1564)  loss_bbox_aux_3: 0.1422 (0.1550)  loss_bbox_aux_4: 0.1425 (0.1542)  loss_bbox_aux_5: 0.2028 (0.2051)  loss_bbox_dn_0: 0.2711 (0.2699)  loss_bbox_dn_1: 0.1866 (0.1991)  loss_bbox_dn_2: 0.1615 (0.1783)  loss_bbox_dn_3: 0.1526 (0.1721)  loss_bbox_dn_4: 0.1494 (0.1707)  loss_bbox_dn_5: 0.1494 (0.1707)  loss_giou: 0.4728 (0.4764)  loss_giou_aux_0: 0.5008 (0.5009)  loss_giou_aux_1: 0.4839 (0.4862)  loss_giou_aux_2: 0.4904 (0.4809)  loss_giou_aux_3: 0.4777 (0.4780)  loss_giou_aux_4: 0.4728 (0.4764)  loss_giou_aux_5: 0.5725 (0.5660)  loss_giou_dn_0: 0.5937 (0.5829)  loss_giou_dn_1: 0.4947 (0.4758)  loss_giou_dn_2: 0.4595 (0.4456)  loss_giou_dn_3: 0.4499 (0.4373)  loss_giou_dn_4: 0.4476 (0.4352)  loss_giou_dn_5: 0.4477 (0.4354)  loss_vfl: 0.6959 (0.6746)  loss_vfl_aux_0: 0.7878 (0.7813)  loss_vfl_aux_1: 0.7372 (0.7387)  loss_vfl_aux_2: 0.6969 (0.7030)  loss_vfl_aux_3: 0.6951 (0.6859)  loss_vfl_aux_4: 0.6912 (0.6785)  loss_vfl_aux_5: 0.7476 (0.7614)  loss_vfl_dn_0: 0.4543 (0.4539)  loss_vfl_dn_1: 0.3939 (0.3882)  loss_vfl_dn_2: 0.3744 (0.3723)  loss_vfl_dn_3: 0.3660 (0.3649)  loss_vfl_dn_4: 0.3660 (0.3623)  loss_vfl_dn_5: 0.3650 (0.3615)  time: 0.4788  data: 0.0142  max mem: 5654
Epoch: [42]  [5700/7393]  eta: 0:13:41  lr: 0.000010  loss: 16.2533 (15.9168)  loss_bbox: 0.1451 (0.1542)  loss_bbox_aux_0: 0.1669 (0.1675)  loss_bbox_aux_1: 0.1548 (0.1587)  loss_bbox_aux_2: 0.1428 (0.1564)  loss_bbox_aux_3: 0.1398 (0.1550)  loss_bbox_aux_4: 0.1412 (0.1542)  loss_bbox_aux_5: 0.1974 (0.2051)  loss_bbox_dn_0: 0.2683 (0.2701)  loss_bbox_dn_1: 0.2061 (0.1993)  loss_bbox_dn_2: 0.1856 (0.1784)  loss_bbox_dn_3: 0.1774 (0.1722)  loss_bbox_dn_4: 0.1739 (0.1708)  loss_bbox_dn_5: 0.1739 (0.1708)  loss_giou: 0.4439 (0.4761)  loss_giou_aux_0: 0.4668 (0.5007)  loss_giou_aux_1: 0.4565 (0.4859)  loss_giou_aux_2: 0.4512 (0.4807)  loss_giou_aux_3: 0.4493 (0.4777)  loss_giou_aux_4: 0.4468 (0.4762)  loss_giou_aux_5: 0.5491 (0.5657)  loss_giou_dn_0: 0.5842 (0.5828)  loss_giou_dn_1: 0.4762 (0.4757)  loss_giou_dn_2: 0.4440 (0.4455)  loss_giou_dn_3: 0.4347 (0.4372)  loss_giou_dn_4: 0.4339 (0.4352)  loss_giou_dn_5: 0.4341 (0.4353)  loss_vfl: 0.6851 (0.6750)  loss_vfl_aux_0: 0.8153 (0.7817)  loss_vfl_aux_1: 0.7725 (0.7390)  loss_vfl_aux_2: 0.7196 (0.7034)  loss_vfl_aux_3: 0.7012 (0.6863)  loss_vfl_aux_4: 0.6892 (0.6788)  loss_vfl_aux_5: 0.7935 (0.7618)  loss_vfl_dn_0: 0.4560 (0.4539)  loss_vfl_dn_1: 0.3904 (0.3882)  loss_vfl_dn_2: 0.3725 (0.3723)  loss_vfl_dn_3: 0.3604 (0.3649)  loss_vfl_dn_4: 0.3590 (0.3623)  loss_vfl_dn_5: 0.3586 (0.3615)  time: 0.7611  data: 0.0138  max mem: 5654
Epoch: [42]  [5800/7393]  eta: 0:12:54  lr: 0.000010  loss: 15.5050 (15.9131)  loss_bbox: 0.1416 (0.1541)  loss_bbox_aux_0: 0.1600 (0.1674)  loss_bbox_aux_1: 0.1433 (0.1586)  loss_bbox_aux_2: 0.1393 (0.1562)  loss_bbox_aux_3: 0.1370 (0.1548)  loss_bbox_aux_4: 0.1409 (0.1541)  loss_bbox_aux_5: 0.1995 (0.2050)  loss_bbox_dn_0: 0.2541 (0.2700)  loss_bbox_dn_1: 0.1879 (0.1992)  loss_bbox_dn_2: 0.1725 (0.1783)  loss_bbox_dn_3: 0.1684 (0.1722)  loss_bbox_dn_4: 0.1680 (0.1707)  loss_bbox_dn_5: 0.1679 (0.1707)  loss_giou: 0.4005 (0.4759)  loss_giou_aux_0: 0.4339 (0.5004)  loss_giou_aux_1: 0.4096 (0.4857)  loss_giou_aux_2: 0.4080 (0.4804)  loss_giou_aux_3: 0.3998 (0.4774)  loss_giou_aux_4: 0.4043 (0.4760)  loss_giou_aux_5: 0.4933 (0.5655)  loss_giou_dn_0: 0.5436 (0.5827)  loss_giou_dn_1: 0.4341 (0.4756)  loss_giou_dn_2: 0.4134 (0.4454)  loss_giou_dn_3: 0.4107 (0.4371)  loss_giou_dn_4: 0.4101 (0.4350)  loss_giou_dn_5: 0.4104 (0.4352)  loss_vfl: 0.7057 (0.6751)  loss_vfl_aux_0: 0.7721 (0.7818)  loss_vfl_aux_1: 0.7467 (0.7391)  loss_vfl_aux_2: 0.7158 (0.7035)  loss_vfl_aux_3: 0.7098 (0.6865)  loss_vfl_aux_4: 0.7031 (0.6789)  loss_vfl_aux_5: 0.7864 (0.7619)  loss_vfl_dn_0: 0.4549 (0.4538)  loss_vfl_dn_1: 0.3849 (0.3882)  loss_vfl_dn_2: 0.3667 (0.3723)  loss_vfl_dn_3: 0.3586 (0.3649)  loss_vfl_dn_4: 0.3576 (0.3622)  loss_vfl_dn_5: 0.3546 (0.3614)  time: 0.4689  data: 0.0139  max mem: 5654
Epoch: [42]  [5900/7393]  eta: 0:12:05  lr: 0.000010  loss: 15.6759 (15.9137)  loss_bbox: 0.1600 (0.1542)  loss_bbox_aux_0: 0.1828 (0.1675)  loss_bbox_aux_1: 0.1651 (0.1587)  loss_bbox_aux_2: 0.1575 (0.1563)  loss_bbox_aux_3: 0.1573 (0.1549)  loss_bbox_aux_4: 0.1581 (0.1541)  loss_bbox_aux_5: 0.2050 (0.2050)  loss_bbox_dn_0: 0.2804 (0.2702)  loss_bbox_dn_1: 0.2011 (0.1994)  loss_bbox_dn_2: 0.1875 (0.1785)  loss_bbox_dn_3: 0.1809 (0.1723)  loss_bbox_dn_4: 0.1759 (0.1709)  loss_bbox_dn_5: 0.1757 (0.1709)  loss_giou: 0.4194 (0.4756)  loss_giou_aux_0: 0.4582 (0.5001)  loss_giou_aux_1: 0.4345 (0.4854)  loss_giou_aux_2: 0.4372 (0.4801)  loss_giou_aux_3: 0.4198 (0.4771)  loss_giou_aux_4: 0.4195 (0.4757)  loss_giou_aux_5: 0.5097 (0.5651)  loss_giou_dn_0: 0.5404 (0.5826)  loss_giou_dn_1: 0.4212 (0.4755)  loss_giou_dn_2: 0.3919 (0.4453)  loss_giou_dn_3: 0.3840 (0.4370)  loss_giou_dn_4: 0.3817 (0.4349)  loss_giou_dn_5: 0.3815 (0.4351)  loss_vfl: 0.7117 (0.6754)  loss_vfl_aux_0: 0.7880 (0.7820)  loss_vfl_aux_1: 0.7564 (0.7393)  loss_vfl_aux_2: 0.7283 (0.7037)  loss_vfl_aux_3: 0.7098 (0.6867)  loss_vfl_aux_4: 0.7034 (0.6792)  loss_vfl_aux_5: 0.8043 (0.7622)  loss_vfl_dn_0: 0.4522 (0.4538)  loss_vfl_dn_1: 0.3847 (0.3882)  loss_vfl_dn_2: 0.3750 (0.3723)  loss_vfl_dn_3: 0.3680 (0.3649)  loss_vfl_dn_4: 0.3679 (0.3622)  loss_vfl_dn_5: 0.3664 (0.3614)  time: 0.4777  data: 0.0144  max mem: 5654
Epoch: [42]  [6000/7393]  eta: 0:11:16  lr: 0.000010  loss: 15.7234 (15.9121)  loss_bbox: 0.1419 (0.1542)  loss_bbox_aux_0: 0.1533 (0.1675)  loss_bbox_aux_1: 0.1445 (0.1587)  loss_bbox_aux_2: 0.1427 (0.1563)  loss_bbox_aux_3: 0.1408 (0.1549)  loss_bbox_aux_4: 0.1430 (0.1541)  loss_bbox_aux_5: 0.1934 (0.2051)  loss_bbox_dn_0: 0.2645 (0.2703)  loss_bbox_dn_1: 0.1943 (0.1995)  loss_bbox_dn_2: 0.1735 (0.1786)  loss_bbox_dn_3: 0.1648 (0.1724)  loss_bbox_dn_4: 0.1631 (0.1710)  loss_bbox_dn_5: 0.1631 (0.1710)  loss_giou: 0.4879 (0.4755)  loss_giou_aux_0: 0.4886 (0.5000)  loss_giou_aux_1: 0.4939 (0.4853)  loss_giou_aux_2: 0.4860 (0.4800)  loss_giou_aux_3: 0.4863 (0.4771)  loss_giou_aux_4: 0.4862 (0.4756)  loss_giou_aux_5: 0.5428 (0.5650)  loss_giou_dn_0: 0.5825 (0.5825)  loss_giou_dn_1: 0.4831 (0.4754)  loss_giou_dn_2: 0.4521 (0.4452)  loss_giou_dn_3: 0.4426 (0.4369)  loss_giou_dn_4: 0.4399 (0.4349)  loss_giou_dn_5: 0.4400 (0.4350)  loss_vfl: 0.6734 (0.6753)  loss_vfl_aux_0: 0.7659 (0.7819)  loss_vfl_aux_1: 0.7094 (0.7391)  loss_vfl_aux_2: 0.6879 (0.7036)  loss_vfl_aux_3: 0.6915 (0.6866)  loss_vfl_aux_4: 0.6606 (0.6791)  loss_vfl_aux_5: 0.7739 (0.7622)  loss_vfl_dn_0: 0.4502 (0.4537)  loss_vfl_dn_1: 0.3874 (0.3881)  loss_vfl_dn_2: 0.3729 (0.3722)  loss_vfl_dn_3: 0.3649 (0.3648)  loss_vfl_dn_4: 0.3612 (0.3622)  loss_vfl_dn_5: 0.3614 (0.3614)  time: 0.4811  data: 0.0137  max mem: 5654
Epoch: [42]  [6100/7393]  eta: 0:10:28  lr: 0.000010  loss: 15.7343 (15.9106)  loss_bbox: 0.1547 (0.1541)  loss_bbox_aux_0: 0.1654 (0.1674)  loss_bbox_aux_1: 0.1572 (0.1587)  loss_bbox_aux_2: 0.1497 (0.1563)  loss_bbox_aux_3: 0.1536 (0.1548)  loss_bbox_aux_4: 0.1526 (0.1540)  loss_bbox_aux_5: 0.1931 (0.2050)  loss_bbox_dn_0: 0.2551 (0.2702)  loss_bbox_dn_1: 0.1872 (0.1993)  loss_bbox_dn_2: 0.1674 (0.1784)  loss_bbox_dn_3: 0.1671 (0.1723)  loss_bbox_dn_4: 0.1659 (0.1709)  loss_bbox_dn_5: 0.1660 (0.1709)  loss_giou: 0.4537 (0.4756)  loss_giou_aux_0: 0.4945 (0.5001)  loss_giou_aux_1: 0.4735 (0.4854)  loss_giou_aux_2: 0.4577 (0.4801)  loss_giou_aux_3: 0.4565 (0.4772)  loss_giou_aux_4: 0.4585 (0.4757)  loss_giou_aux_5: 0.5628 (0.5650)  loss_giou_dn_0: 0.5677 (0.5825)  loss_giou_dn_1: 0.4637 (0.4754)  loss_giou_dn_2: 0.4302 (0.4452)  loss_giou_dn_3: 0.4240 (0.4369)  loss_giou_dn_4: 0.4212 (0.4348)  loss_giou_dn_5: 0.4217 (0.4350)  loss_vfl: 0.6734 (0.6752)  loss_vfl_aux_0: 0.7453 (0.7819)  loss_vfl_aux_1: 0.6885 (0.7388)  loss_vfl_aux_2: 0.6752 (0.7034)  loss_vfl_aux_3: 0.6741 (0.6865)  loss_vfl_aux_4: 0.6677 (0.6790)  loss_vfl_aux_5: 0.7457 (0.7622)  loss_vfl_dn_0: 0.4449 (0.4537)  loss_vfl_dn_1: 0.3812 (0.3881)  loss_vfl_dn_2: 0.3645 (0.3722)  loss_vfl_dn_3: 0.3593 (0.3648)  loss_vfl_dn_4: 0.3571 (0.3621)  loss_vfl_dn_5: 0.3556 (0.3613)  time: 0.4879  data: 0.0142  max mem: 5654
Epoch: [42]  [6200/7393]  eta: 0:09:39  lr: 0.000010  loss: 16.4088 (15.9115)  loss_bbox: 0.1515 (0.1541)  loss_bbox_aux_0: 0.1701 (0.1675)  loss_bbox_aux_1: 0.1610 (0.1587)  loss_bbox_aux_2: 0.1585 (0.1563)  loss_bbox_aux_3: 0.1568 (0.1548)  loss_bbox_aux_4: 0.1541 (0.1540)  loss_bbox_aux_5: 0.1926 (0.2050)  loss_bbox_dn_0: 0.2504 (0.2702)  loss_bbox_dn_1: 0.1874 (0.1993)  loss_bbox_dn_2: 0.1709 (0.1784)  loss_bbox_dn_3: 0.1637 (0.1723)  loss_bbox_dn_4: 0.1620 (0.1709)  loss_bbox_dn_5: 0.1620 (0.1709)  loss_giou: 0.4893 (0.4758)  loss_giou_aux_0: 0.5183 (0.5002)  loss_giou_aux_1: 0.5055 (0.4856)  loss_giou_aux_2: 0.4937 (0.4803)  loss_giou_aux_3: 0.4993 (0.4773)  loss_giou_aux_4: 0.4874 (0.4759)  loss_giou_aux_5: 0.5843 (0.5652)  loss_giou_dn_0: 0.5905 (0.5826)  loss_giou_dn_1: 0.4794 (0.4754)  loss_giou_dn_2: 0.4520 (0.4453)  loss_giou_dn_3: 0.4376 (0.4370)  loss_giou_dn_4: 0.4351 (0.4349)  loss_giou_dn_5: 0.4351 (0.4351)  loss_vfl: 0.6740 (0.6752)  loss_vfl_aux_0: 0.7707 (0.7817)  loss_vfl_aux_1: 0.7243 (0.7386)  loss_vfl_aux_2: 0.6835 (0.7033)  loss_vfl_aux_3: 0.6870 (0.6864)  loss_vfl_aux_4: 0.6748 (0.6789)  loss_vfl_aux_5: 0.7536 (0.7621)  loss_vfl_dn_0: 0.4493 (0.4537)  loss_vfl_dn_1: 0.3933 (0.3881)  loss_vfl_dn_2: 0.3730 (0.3722)  loss_vfl_dn_3: 0.3662 (0.3648)  loss_vfl_dn_4: 0.3630 (0.3622)  loss_vfl_dn_5: 0.3603 (0.3614)  time: 0.4769  data: 0.0141  max mem: 5654
Epoch: [42]  [6300/7393]  eta: 0:08:50  lr: 0.000010  loss: 15.2833 (15.9130)  loss_bbox: 0.1433 (0.1541)  loss_bbox_aux_0: 0.1541 (0.1674)  loss_bbox_aux_1: 0.1527 (0.1587)  loss_bbox_aux_2: 0.1490 (0.1563)  loss_bbox_aux_3: 0.1479 (0.1548)  loss_bbox_aux_4: 0.1433 (0.1540)  loss_bbox_aux_5: 0.2008 (0.2049)  loss_bbox_dn_0: 0.2591 (0.2701)  loss_bbox_dn_1: 0.1930 (0.1993)  loss_bbox_dn_2: 0.1715 (0.1784)  loss_bbox_dn_3: 0.1701 (0.1723)  loss_bbox_dn_4: 0.1695 (0.1709)  loss_bbox_dn_5: 0.1695 (0.1709)  loss_giou: 0.4244 (0.4759)  loss_giou_aux_0: 0.4557 (0.5003)  loss_giou_aux_1: 0.4319 (0.4857)  loss_giou_aux_2: 0.4232 (0.4804)  loss_giou_aux_3: 0.4115 (0.4775)  loss_giou_aux_4: 0.4243 (0.4760)  loss_giou_aux_5: 0.5218 (0.5652)  loss_giou_dn_0: 0.5394 (0.5827)  loss_giou_dn_1: 0.4226 (0.4755)  loss_giou_dn_2: 0.3867 (0.4453)  loss_giou_dn_3: 0.3796 (0.4370)  loss_giou_dn_4: 0.3786 (0.4350)  loss_giou_dn_5: 0.3789 (0.4352)  loss_vfl: 0.6892 (0.6753)  loss_vfl_aux_0: 0.8180 (0.7818)  loss_vfl_aux_1: 0.7598 (0.7386)  loss_vfl_aux_2: 0.7149 (0.7034)  loss_vfl_aux_3: 0.6917 (0.6865)  loss_vfl_aux_4: 0.6808 (0.6791)  loss_vfl_aux_5: 0.8013 (0.7623)  loss_vfl_dn_0: 0.4563 (0.4537)  loss_vfl_dn_1: 0.3850 (0.3881)  loss_vfl_dn_2: 0.3638 (0.3722)  loss_vfl_dn_3: 0.3586 (0.3648)  loss_vfl_dn_4: 0.3556 (0.3622)  loss_vfl_dn_5: 0.3547 (0.3614)  time: 0.4805  data: 0.0139  max mem: 5654
Epoch: [42]  [6400/7393]  eta: 0:08:02  lr: 0.000010  loss: 16.1003 (15.9124)  loss_bbox: 0.1410 (0.1540)  loss_bbox_aux_0: 0.1618 (0.1674)  loss_bbox_aux_1: 0.1388 (0.1586)  loss_bbox_aux_2: 0.1402 (0.1562)  loss_bbox_aux_3: 0.1422 (0.1547)  loss_bbox_aux_4: 0.1425 (0.1540)  loss_bbox_aux_5: 0.1831 (0.2048)  loss_bbox_dn_0: 0.2399 (0.2701)  loss_bbox_dn_1: 0.1682 (0.1993)  loss_bbox_dn_2: 0.1513 (0.1784)  loss_bbox_dn_3: 0.1472 (0.1723)  loss_bbox_dn_4: 0.1462 (0.1709)  loss_bbox_dn_5: 0.1462 (0.1709)  loss_giou: 0.4742 (0.4759)  loss_giou_aux_0: 0.4991 (0.5003)  loss_giou_aux_1: 0.4807 (0.4858)  loss_giou_aux_2: 0.4682 (0.4804)  loss_giou_aux_3: 0.4792 (0.4775)  loss_giou_aux_4: 0.4738 (0.4760)  loss_giou_aux_5: 0.5923 (0.5653)  loss_giou_dn_0: 0.5985 (0.5827)  loss_giou_dn_1: 0.4856 (0.4755)  loss_giou_dn_2: 0.4525 (0.4453)  loss_giou_dn_3: 0.4459 (0.4371)  loss_giou_dn_4: 0.4427 (0.4350)  loss_giou_dn_5: 0.4432 (0.4352)  loss_vfl: 0.6739 (0.6753)  loss_vfl_aux_0: 0.8041 (0.7817)  loss_vfl_aux_1: 0.7570 (0.7386)  loss_vfl_aux_2: 0.7118 (0.7034)  loss_vfl_aux_3: 0.6870 (0.6864)  loss_vfl_aux_4: 0.6796 (0.6790)  loss_vfl_aux_5: 0.7630 (0.7622)  loss_vfl_dn_0: 0.4556 (0.4537)  loss_vfl_dn_1: 0.3891 (0.3881)  loss_vfl_dn_2: 0.3715 (0.3722)  loss_vfl_dn_3: 0.3645 (0.3648)  loss_vfl_dn_4: 0.3614 (0.3621)  loss_vfl_dn_5: 0.3611 (0.3613)  time: 0.4719  data: 0.0136  max mem: 5654
Epoch: [42]  [6500/7393]  eta: 0:07:13  lr: 0.000010  loss: 15.8785 (15.9137)  loss_bbox: 0.1512 (0.1540)  loss_bbox_aux_0: 0.1597 (0.1674)  loss_bbox_aux_1: 0.1564 (0.1587)  loss_bbox_aux_2: 0.1450 (0.1562)  loss_bbox_aux_3: 0.1509 (0.1547)  loss_bbox_aux_4: 0.1511 (0.1540)  loss_bbox_aux_5: 0.1899 (0.2048)  loss_bbox_dn_0: 0.2711 (0.2701)  loss_bbox_dn_1: 0.1994 (0.1993)  loss_bbox_dn_2: 0.1826 (0.1784)  loss_bbox_dn_3: 0.1729 (0.1723)  loss_bbox_dn_4: 0.1689 (0.1708)  loss_bbox_dn_5: 0.1689 (0.1709)  loss_giou: 0.4531 (0.4759)  loss_giou_aux_0: 0.4744 (0.5004)  loss_giou_aux_1: 0.4595 (0.4858)  loss_giou_aux_2: 0.4582 (0.4804)  loss_giou_aux_3: 0.4617 (0.4775)  loss_giou_aux_4: 0.4529 (0.4760)  loss_giou_aux_5: 0.5298 (0.5653)  loss_giou_dn_0: 0.5430 (0.5827)  loss_giou_dn_1: 0.4522 (0.4755)  loss_giou_dn_2: 0.4285 (0.4453)  loss_giou_dn_3: 0.4226 (0.4370)  loss_giou_dn_4: 0.4226 (0.4349)  loss_giou_dn_5: 0.4227 (0.4351)  loss_vfl: 0.6514 (0.6753)  loss_vfl_aux_0: 0.7814 (0.7820)  loss_vfl_aux_1: 0.7327 (0.7391)  loss_vfl_aux_2: 0.6792 (0.7036)  loss_vfl_aux_3: 0.6657 (0.6866)  loss_vfl_aux_4: 0.6663 (0.6791)  loss_vfl_aux_5: 0.7670 (0.7623)  loss_vfl_dn_0: 0.4529 (0.4537)  loss_vfl_dn_1: 0.3841 (0.3881)  loss_vfl_dn_2: 0.3663 (0.3722)  loss_vfl_dn_3: 0.3595 (0.3648)  loss_vfl_dn_4: 0.3588 (0.3621)  loss_vfl_dn_5: 0.3573 (0.3613)  time: 0.4863  data: 0.0140  max mem: 5654
Epoch: [42]  [6600/7393]  eta: 0:06:24  lr: 0.000010  loss: 15.9821 (15.9156)  loss_bbox: 0.1444 (0.1540)  loss_bbox_aux_0: 0.1638 (0.1673)  loss_bbox_aux_1: 0.1527 (0.1586)  loss_bbox_aux_2: 0.1446 (0.1561)  loss_bbox_aux_3: 0.1449 (0.1547)  loss_bbox_aux_4: 0.1477 (0.1539)  loss_bbox_aux_5: 0.1984 (0.2048)  loss_bbox_dn_0: 0.2444 (0.2700)  loss_bbox_dn_1: 0.1813 (0.1992)  loss_bbox_dn_2: 0.1575 (0.1783)  loss_bbox_dn_3: 0.1547 (0.1722)  loss_bbox_dn_4: 0.1526 (0.1708)  loss_bbox_dn_5: 0.1528 (0.1708)  loss_giou: 0.4998 (0.4762)  loss_giou_aux_0: 0.5342 (0.5007)  loss_giou_aux_1: 0.5176 (0.4861)  loss_giou_aux_2: 0.5042 (0.4807)  loss_giou_aux_3: 0.5114 (0.4778)  loss_giou_aux_4: 0.4999 (0.4763)  loss_giou_aux_5: 0.5773 (0.5655)  loss_giou_dn_0: 0.5965 (0.5828)  loss_giou_dn_1: 0.4849 (0.4756)  loss_giou_dn_2: 0.4599 (0.4454)  loss_giou_dn_3: 0.4577 (0.4371)  loss_giou_dn_4: 0.4570 (0.4351)  loss_giou_dn_5: 0.4571 (0.4353)  loss_vfl: 0.6668 (0.6753)  loss_vfl_aux_0: 0.7610 (0.7819)  loss_vfl_aux_1: 0.7330 (0.7393)  loss_vfl_aux_2: 0.6919 (0.7037)  loss_vfl_aux_3: 0.6766 (0.6864)  loss_vfl_aux_4: 0.6646 (0.6790)  loss_vfl_aux_5: 0.7392 (0.7623)  loss_vfl_dn_0: 0.4466 (0.4537)  loss_vfl_dn_1: 0.3820 (0.3881)  loss_vfl_dn_2: 0.3680 (0.3722)  loss_vfl_dn_3: 0.3619 (0.3648)  loss_vfl_dn_4: 0.3566 (0.3622)  loss_vfl_dn_5: 0.3581 (0.3614)  time: 0.4851  data: 0.0138  max mem: 5654
Epoch: [42]  [6700/7393]  eta: 0:05:36  lr: 0.000010  loss: 15.6681 (15.9162)  loss_bbox: 0.1557 (0.1541)  loss_bbox_aux_0: 0.1688 (0.1674)  loss_bbox_aux_1: 0.1596 (0.1587)  loss_bbox_aux_2: 0.1643 (0.1562)  loss_bbox_aux_3: 0.1539 (0.1548)  loss_bbox_aux_4: 0.1545 (0.1541)  loss_bbox_aux_5: 0.2068 (0.2048)  loss_bbox_dn_0: 0.2486 (0.2700)  loss_bbox_dn_1: 0.1851 (0.1992)  loss_bbox_dn_2: 0.1735 (0.1783)  loss_bbox_dn_3: 0.1681 (0.1722)  loss_bbox_dn_4: 0.1664 (0.1708)  loss_bbox_dn_5: 0.1664 (0.1708)  loss_giou: 0.4220 (0.4763)  loss_giou_aux_0: 0.4728 (0.5007)  loss_giou_aux_1: 0.4646 (0.4862)  loss_giou_aux_2: 0.4602 (0.4808)  loss_giou_aux_3: 0.4431 (0.4779)  loss_giou_aux_4: 0.4220 (0.4764)  loss_giou_aux_5: 0.5336 (0.5656)  loss_giou_dn_0: 0.5695 (0.5828)  loss_giou_dn_1: 0.4339 (0.4757)  loss_giou_dn_2: 0.4018 (0.4454)  loss_giou_dn_3: 0.3892 (0.4372)  loss_giou_dn_4: 0.3869 (0.4351)  loss_giou_dn_5: 0.3868 (0.4353)  loss_vfl: 0.6557 (0.6752)  loss_vfl_aux_0: 0.7621 (0.7818)  loss_vfl_aux_1: 0.7426 (0.7392)  loss_vfl_aux_2: 0.6823 (0.7035)  loss_vfl_aux_3: 0.6646 (0.6863)  loss_vfl_aux_4: 0.6721 (0.6789)  loss_vfl_aux_5: 0.7286 (0.7622)  loss_vfl_dn_0: 0.4533 (0.4537)  loss_vfl_dn_1: 0.3835 (0.3881)  loss_vfl_dn_2: 0.3692 (0.3722)  loss_vfl_dn_3: 0.3533 (0.3648)  loss_vfl_dn_4: 0.3498 (0.3621)  loss_vfl_dn_5: 0.3494 (0.3613)  time: 0.4790  data: 0.0150  max mem: 5654
Epoch: [42]  [6800/7393]  eta: 0:04:47  lr: 0.000010  loss: 15.8663 (15.9159)  loss_bbox: 0.1437 (0.1540)  loss_bbox_aux_0: 0.1518 (0.1673)  loss_bbox_aux_1: 0.1510 (0.1586)  loss_bbox_aux_2: 0.1430 (0.1561)  loss_bbox_aux_3: 0.1398 (0.1547)  loss_bbox_aux_4: 0.1437 (0.1540)  loss_bbox_aux_5: 0.1923 (0.2047)  loss_bbox_dn_0: 0.2531 (0.2699)  loss_bbox_dn_1: 0.1887 (0.1991)  loss_bbox_dn_2: 0.1736 (0.1782)  loss_bbox_dn_3: 0.1703 (0.1721)  loss_bbox_dn_4: 0.1675 (0.1707)  loss_bbox_dn_5: 0.1674 (0.1707)  loss_giou: 0.5041 (0.4763)  loss_giou_aux_0: 0.5333 (0.5007)  loss_giou_aux_1: 0.5196 (0.4862)  loss_giou_aux_2: 0.5114 (0.4808)  loss_giou_aux_3: 0.5037 (0.4779)  loss_giou_aux_4: 0.5038 (0.4764)  loss_giou_aux_5: 0.5809 (0.5656)  loss_giou_dn_0: 0.6152 (0.5828)  loss_giou_dn_1: 0.4966 (0.4757)  loss_giou_dn_2: 0.4629 (0.4454)  loss_giou_dn_3: 0.4501 (0.4371)  loss_giou_dn_4: 0.4464 (0.4351)  loss_giou_dn_5: 0.4465 (0.4353)  loss_vfl: 0.6716 (0.6753)  loss_vfl_aux_0: 0.7630 (0.7820)  loss_vfl_aux_1: 0.7353 (0.7394)  loss_vfl_aux_2: 0.6922 (0.7037)  loss_vfl_aux_3: 0.6836 (0.6865)  loss_vfl_aux_4: 0.6744 (0.6790)  loss_vfl_aux_5: 0.7388 (0.7623)  loss_vfl_dn_0: 0.4516 (0.4537)  loss_vfl_dn_1: 0.3819 (0.3881)  loss_vfl_dn_2: 0.3656 (0.3721)  loss_vfl_dn_3: 0.3604 (0.3648)  loss_vfl_dn_4: 0.3596 (0.3621)  loss_vfl_dn_5: 0.3595 (0.3613)  time: 0.4771  data: 0.0150  max mem: 5654
Epoch: [42]  [6900/7393]  eta: 0:03:59  lr: 0.000010  loss: 15.1669 (15.9169)  loss_bbox: 0.1487 (0.1539)  loss_bbox_aux_0: 0.1618 (0.1672)  loss_bbox_aux_1: 0.1507 (0.1586)  loss_bbox_aux_2: 0.1558 (0.1561)  loss_bbox_aux_3: 0.1553 (0.1547)  loss_bbox_aux_4: 0.1486 (0.1539)  loss_bbox_aux_5: 0.2046 (0.2047)  loss_bbox_dn_0: 0.2588 (0.2699)  loss_bbox_dn_1: 0.2079 (0.1991)  loss_bbox_dn_2: 0.1874 (0.1782)  loss_bbox_dn_3: 0.1768 (0.1721)  loss_bbox_dn_4: 0.1774 (0.1707)  loss_bbox_dn_5: 0.1774 (0.1707)  loss_giou: 0.4169 (0.4765)  loss_giou_aux_0: 0.4494 (0.5009)  loss_giou_aux_1: 0.4234 (0.4864)  loss_giou_aux_2: 0.4255 (0.4810)  loss_giou_aux_3: 0.4131 (0.4781)  loss_giou_aux_4: 0.4119 (0.4766)  loss_giou_aux_5: 0.5139 (0.5658)  loss_giou_dn_0: 0.5253 (0.5830)  loss_giou_dn_1: 0.4321 (0.4758)  loss_giou_dn_2: 0.4025 (0.4456)  loss_giou_dn_3: 0.3923 (0.4373)  loss_giou_dn_4: 0.3928 (0.4353)  loss_giou_dn_5: 0.3926 (0.4354)  loss_vfl: 0.6459 (0.6752)  loss_vfl_aux_0: 0.7392 (0.7819)  loss_vfl_aux_1: 0.7044 (0.7393)  loss_vfl_aux_2: 0.6625 (0.7035)  loss_vfl_aux_3: 0.6551 (0.6863)  loss_vfl_aux_4: 0.6534 (0.6789)  loss_vfl_aux_5: 0.7258 (0.7621)  loss_vfl_dn_0: 0.4502 (0.4537)  loss_vfl_dn_1: 0.3783 (0.3881)  loss_vfl_dn_2: 0.3598 (0.3722)  loss_vfl_dn_3: 0.3526 (0.3648)  loss_vfl_dn_4: 0.3519 (0.3621)  loss_vfl_dn_5: 0.3515 (0.3613)  time: 0.4800  data: 0.0144  max mem: 5654
Epoch: [42]  [7000/7393]  eta: 0:03:10  lr: 0.000010  loss: 16.0298 (15.9169)  loss_bbox: 0.1439 (0.1540)  loss_bbox_aux_0: 0.1601 (0.1672)  loss_bbox_aux_1: 0.1506 (0.1586)  loss_bbox_aux_2: 0.1455 (0.1561)  loss_bbox_aux_3: 0.1465 (0.1547)  loss_bbox_aux_4: 0.1431 (0.1539)  loss_bbox_aux_5: 0.1911 (0.2047)  loss_bbox_dn_0: 0.2438 (0.2698)  loss_bbox_dn_1: 0.1856 (0.1991)  loss_bbox_dn_2: 0.1573 (0.1782)  loss_bbox_dn_3: 0.1503 (0.1721)  loss_bbox_dn_4: 0.1487 (0.1706)  loss_bbox_dn_5: 0.1487 (0.1707)  loss_giou: 0.4873 (0.4765)  loss_giou_aux_0: 0.5043 (0.5009)  loss_giou_aux_1: 0.4969 (0.4864)  loss_giou_aux_2: 0.4888 (0.4810)  loss_giou_aux_3: 0.4910 (0.4781)  loss_giou_aux_4: 0.4909 (0.4767)  loss_giou_aux_5: 0.5688 (0.5657)  loss_giou_dn_0: 0.5664 (0.5829)  loss_giou_dn_1: 0.4665 (0.4758)  loss_giou_dn_2: 0.4454 (0.4456)  loss_giou_dn_3: 0.4375 (0.4373)  loss_giou_dn_4: 0.4353 (0.4352)  loss_giou_dn_5: 0.4354 (0.4354)  loss_vfl: 0.6815 (0.6752)  loss_vfl_aux_0: 0.7837 (0.7820)  loss_vfl_aux_1: 0.7317 (0.7393)  loss_vfl_aux_2: 0.7092 (0.7036)  loss_vfl_aux_3: 0.6977 (0.6864)  loss_vfl_aux_4: 0.6845 (0.6789)  loss_vfl_aux_5: 0.7711 (0.7623)  loss_vfl_dn_0: 0.4589 (0.4537)  loss_vfl_dn_1: 0.3911 (0.3881)  loss_vfl_dn_2: 0.3742 (0.3722)  loss_vfl_dn_3: 0.3663 (0.3648)  loss_vfl_dn_4: 0.3638 (0.3622)  loss_vfl_dn_5: 0.3626 (0.3614)  time: 0.4714  data: 0.0141  max mem: 5654
Epoch: [42]  [7100/7393]  eta: 0:02:22  lr: 0.000010  loss: 16.4169 (15.9204)  loss_bbox: 0.1442 (0.1540)  loss_bbox_aux_0: 0.1746 (0.1673)  loss_bbox_aux_1: 0.1438 (0.1587)  loss_bbox_aux_2: 0.1424 (0.1562)  loss_bbox_aux_3: 0.1394 (0.1547)  loss_bbox_aux_4: 0.1506 (0.1540)  loss_bbox_aux_5: 0.1895 (0.2048)  loss_bbox_dn_0: 0.2427 (0.2701)  loss_bbox_dn_1: 0.1930 (0.1993)  loss_bbox_dn_2: 0.1737 (0.1784)  loss_bbox_dn_3: 0.1650 (0.1722)  loss_bbox_dn_4: 0.1628 (0.1708)  loss_bbox_dn_5: 0.1628 (0.1708)  loss_giou: 0.4854 (0.4765)  loss_giou_aux_0: 0.5120 (0.5008)  loss_giou_aux_1: 0.4902 (0.4864)  loss_giou_aux_2: 0.4874 (0.4810)  loss_giou_aux_3: 0.4892 (0.4781)  loss_giou_aux_4: 0.4871 (0.4766)  loss_giou_aux_5: 0.5954 (0.5657)  loss_giou_dn_0: 0.5863 (0.5830)  loss_giou_dn_1: 0.4833 (0.4758)  loss_giou_dn_2: 0.4498 (0.4456)  loss_giou_dn_3: 0.4404 (0.4373)  loss_giou_dn_4: 0.4384 (0.4352)  loss_giou_dn_5: 0.4389 (0.4354)  loss_vfl: 0.6852 (0.6754)  loss_vfl_aux_0: 0.7500 (0.7823)  loss_vfl_aux_1: 0.7314 (0.7396)  loss_vfl_aux_2: 0.7175 (0.7038)  loss_vfl_aux_3: 0.6827 (0.6866)  loss_vfl_aux_4: 0.6870 (0.6791)  loss_vfl_aux_5: 0.7435 (0.7626)  loss_vfl_dn_0: 0.4513 (0.4537)  loss_vfl_dn_1: 0.3928 (0.3882)  loss_vfl_dn_2: 0.3801 (0.3722)  loss_vfl_dn_3: 0.3709 (0.3648)  loss_vfl_dn_4: 0.3671 (0.3622)  loss_vfl_dn_5: 0.3668 (0.3614)  time: 0.4812  data: 0.0145  max mem: 5654
Epoch: [42]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 15.6651 (15.9189)  loss_bbox: 0.1363 (0.1540)  loss_bbox_aux_0: 0.1480 (0.1673)  loss_bbox_aux_1: 0.1459 (0.1587)  loss_bbox_aux_2: 0.1513 (0.1562)  loss_bbox_aux_3: 0.1387 (0.1547)  loss_bbox_aux_4: 0.1357 (0.1540)  loss_bbox_aux_5: 0.1941 (0.2048)  loss_bbox_dn_0: 0.2657 (0.2701)  loss_bbox_dn_1: 0.1795 (0.1992)  loss_bbox_dn_2: 0.1579 (0.1783)  loss_bbox_dn_3: 0.1533 (0.1722)  loss_bbox_dn_4: 0.1504 (0.1708)  loss_bbox_dn_5: 0.1504 (0.1708)  loss_giou: 0.4517 (0.4764)  loss_giou_aux_0: 0.4654 (0.5007)  loss_giou_aux_1: 0.4609 (0.4863)  loss_giou_aux_2: 0.4592 (0.4809)  loss_giou_aux_3: 0.4467 (0.4780)  loss_giou_aux_4: 0.4473 (0.4766)  loss_giou_aux_5: 0.5273 (0.5656)  loss_giou_dn_0: 0.5877 (0.5829)  loss_giou_dn_1: 0.4738 (0.4757)  loss_giou_dn_2: 0.4398 (0.4455)  loss_giou_dn_3: 0.4296 (0.4372)  loss_giou_dn_4: 0.4283 (0.4351)  loss_giou_dn_5: 0.4286 (0.4353)  loss_vfl: 0.6604 (0.6754)  loss_vfl_aux_0: 0.7739 (0.7822)  loss_vfl_aux_1: 0.7310 (0.7396)  loss_vfl_aux_2: 0.6847 (0.7037)  loss_vfl_aux_3: 0.6617 (0.6866)  loss_vfl_aux_4: 0.6593 (0.6791)  loss_vfl_aux_5: 0.7444 (0.7626)  loss_vfl_dn_0: 0.4511 (0.4538)  loss_vfl_dn_1: 0.3825 (0.3882)  loss_vfl_dn_2: 0.3673 (0.3722)  loss_vfl_dn_3: 0.3598 (0.3648)  loss_vfl_dn_4: 0.3551 (0.3622)  loss_vfl_dn_5: 0.3551 (0.3614)  time: 0.4791  data: 0.0143  max mem: 5654
Epoch: [42]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.8452 (15.9217)  loss_bbox: 0.1406 (0.1540)  loss_bbox_aux_0: 0.1520 (0.1673)  loss_bbox_aux_1: 0.1414 (0.1587)  loss_bbox_aux_2: 0.1477 (0.1562)  loss_bbox_aux_3: 0.1435 (0.1547)  loss_bbox_aux_4: 0.1409 (0.1540)  loss_bbox_aux_5: 0.1888 (0.2048)  loss_bbox_dn_0: 0.2455 (0.2700)  loss_bbox_dn_1: 0.1837 (0.1992)  loss_bbox_dn_2: 0.1568 (0.1783)  loss_bbox_dn_3: 0.1576 (0.1722)  loss_bbox_dn_4: 0.1560 (0.1708)  loss_bbox_dn_5: 0.1560 (0.1708)  loss_giou: 0.4510 (0.4766)  loss_giou_aux_0: 0.4926 (0.5009)  loss_giou_aux_1: 0.4569 (0.4865)  loss_giou_aux_2: 0.4534 (0.4811)  loss_giou_aux_3: 0.4442 (0.4782)  loss_giou_aux_4: 0.4515 (0.4768)  loss_giou_aux_5: 0.5658 (0.5658)  loss_giou_dn_0: 0.5694 (0.5831)  loss_giou_dn_1: 0.4769 (0.4759)  loss_giou_dn_2: 0.4478 (0.4457)  loss_giou_dn_3: 0.4360 (0.4374)  loss_giou_dn_4: 0.4339 (0.4353)  loss_giou_dn_5: 0.4341 (0.4355)  loss_vfl: 0.6504 (0.6755)  loss_vfl_aux_0: 0.7454 (0.7823)  loss_vfl_aux_1: 0.7028 (0.7395)  loss_vfl_aux_2: 0.6682 (0.7037)  loss_vfl_aux_3: 0.6552 (0.6866)  loss_vfl_aux_4: 0.6573 (0.6791)  loss_vfl_aux_5: 0.7294 (0.7626)  loss_vfl_dn_0: 0.4517 (0.4538)  loss_vfl_dn_1: 0.3830 (0.3882)  loss_vfl_dn_2: 0.3633 (0.3722)  loss_vfl_dn_3: 0.3595 (0.3648)  loss_vfl_dn_4: 0.3569 (0.3622)  loss_vfl_dn_5: 0.3571 (0.3614)  time: 0.4812  data: 0.0140  max mem: 5654
Epoch: [42]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.8250 (15.9187)  loss_bbox: 0.1494 (0.1540)  loss_bbox_aux_0: 0.1568 (0.1672)  loss_bbox_aux_1: 0.1567 (0.1587)  loss_bbox_aux_2: 0.1491 (0.1562)  loss_bbox_aux_3: 0.1492 (0.1547)  loss_bbox_aux_4: 0.1509 (0.1540)  loss_bbox_aux_5: 0.1801 (0.2047)  loss_bbox_dn_0: 0.2444 (0.2699)  loss_bbox_dn_1: 0.1835 (0.1991)  loss_bbox_dn_2: 0.1665 (0.1782)  loss_bbox_dn_3: 0.1603 (0.1721)  loss_bbox_dn_4: 0.1514 (0.1707)  loss_bbox_dn_5: 0.1513 (0.1707)  loss_giou: 0.4700 (0.4765)  loss_giou_aux_0: 0.4824 (0.5008)  loss_giou_aux_1: 0.4806 (0.4864)  loss_giou_aux_2: 0.4716 (0.4810)  loss_giou_aux_3: 0.4716 (0.4781)  loss_giou_aux_4: 0.4703 (0.4767)  loss_giou_aux_5: 0.5454 (0.5657)  loss_giou_dn_0: 0.5751 (0.5830)  loss_giou_dn_1: 0.4691 (0.4759)  loss_giou_dn_2: 0.4426 (0.4456)  loss_giou_dn_3: 0.4306 (0.4373)  loss_giou_dn_4: 0.4299 (0.4352)  loss_giou_dn_5: 0.4297 (0.4354)  loss_vfl: 0.6580 (0.6753)  loss_vfl_aux_0: 0.7681 (0.7823)  loss_vfl_aux_1: 0.7074 (0.7392)  loss_vfl_aux_2: 0.6908 (0.7036)  loss_vfl_aux_3: 0.6652 (0.6865)  loss_vfl_aux_4: 0.6590 (0.6789)  loss_vfl_aux_5: 0.7471 (0.7625)  loss_vfl_dn_0: 0.4548 (0.4537)  loss_vfl_dn_1: 0.3952 (0.3881)  loss_vfl_dn_2: 0.3774 (0.3722)  loss_vfl_dn_3: 0.3691 (0.3648)  loss_vfl_dn_4: 0.3675 (0.3622)  loss_vfl_dn_5: 0.3660 (0.3614)  time: 0.4757  data: 0.0140  max mem: 5654
Epoch: [42] Total time: 0:59:46 (0.4851 s / it)
Averaged stats: lr: 0.000010  loss: 15.8250 (15.9187)  loss_bbox: 0.1494 (0.1540)  loss_bbox_aux_0: 0.1568 (0.1672)  loss_bbox_aux_1: 0.1567 (0.1587)  loss_bbox_aux_2: 0.1491 (0.1562)  loss_bbox_aux_3: 0.1492 (0.1547)  loss_bbox_aux_4: 0.1509 (0.1540)  loss_bbox_aux_5: 0.1801 (0.2047)  loss_bbox_dn_0: 0.2444 (0.2699)  loss_bbox_dn_1: 0.1835 (0.1991)  loss_bbox_dn_2: 0.1665 (0.1782)  loss_bbox_dn_3: 0.1603 (0.1721)  loss_bbox_dn_4: 0.1514 (0.1707)  loss_bbox_dn_5: 0.1513 (0.1707)  loss_giou: 0.4700 (0.4765)  loss_giou_aux_0: 0.4824 (0.5008)  loss_giou_aux_1: 0.4806 (0.4864)  loss_giou_aux_2: 0.4716 (0.4810)  loss_giou_aux_3: 0.4716 (0.4781)  loss_giou_aux_4: 0.4703 (0.4767)  loss_giou_aux_5: 0.5454 (0.5657)  loss_giou_dn_0: 0.5751 (0.5830)  loss_giou_dn_1: 0.4691 (0.4759)  loss_giou_dn_2: 0.4426 (0.4456)  loss_giou_dn_3: 0.4306 (0.4373)  loss_giou_dn_4: 0.4299 (0.4352)  loss_giou_dn_5: 0.4297 (0.4354)  loss_vfl: 0.6580 (0.6753)  loss_vfl_aux_0: 0.7681 (0.7823)  loss_vfl_aux_1: 0.7074 (0.7392)  loss_vfl_aux_2: 0.6908 (0.7036)  loss_vfl_aux_3: 0.6652 (0.6865)  loss_vfl_aux_4: 0.6590 (0.6789)  loss_vfl_aux_5: 0.7471 (0.7625)  loss_vfl_dn_0: 0.4548 (0.4537)  loss_vfl_dn_1: 0.3952 (0.3881)  loss_vfl_dn_2: 0.3774 (0.3722)  loss_vfl_dn_3: 0.3691 (0.3648)  loss_vfl_dn_4: 0.3675 (0.3622)  loss_vfl_dn_5: 0.3660 (0.3614)
Test:  [  0/157]  eta: 0:04:12    time: 1.6082  data: 1.1972  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5108  data: 0.1336  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3962  data: 0.0271  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3937  data: 0.0275  max mem: 5654
Test:  [ 40/157]  eta: 0:01:10    time: 0.7633  data: 0.0282  max mem: 5654
Test:  [ 50/157]  eta: 0:01:00    time: 0.7673  data: 0.0281  max mem: 5654
Test:  [ 60/157]  eta: 0:00:52    time: 0.4057  data: 0.0275  max mem: 5654
Test:  [ 70/157]  eta: 0:00:45    time: 0.3970  data: 0.0268  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.4007  data: 0.0270  max mem: 5654
Test:  [ 90/157]  eta: 0:00:33    time: 0.4086  data: 0.0275  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3990  data: 0.0276  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.4025  data: 0.0276  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3960  data: 0.0271  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3906  data: 0.0274  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3897  data: 0.0273  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6687  data: 0.0262  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6597  data: 0.0257  max mem: 5654
Test: Total time: 0:01:16 (0.4899 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=34.08s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.524
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.704
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.570
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.347
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.568
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.699
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.391
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.652
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.720
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.542
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.767
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
best_stat:  {'epoch': 41, 'coco_eval_bbox': 0.5243968042098192}
Epoch: [43]  [   0/7393]  eta: 8:49:29  lr: 0.000010  loss: 17.5184 (17.5184)  loss_bbox: 0.1486 (0.1486)  loss_bbox_aux_0: 0.1525 (0.1525)  loss_bbox_aux_1: 0.1438 (0.1438)  loss_bbox_aux_2: 0.1496 (0.1496)  loss_bbox_aux_3: 0.1497 (0.1497)  loss_bbox_aux_4: 0.1474 (0.1474)  loss_bbox_aux_5: 0.1578 (0.1578)  loss_bbox_dn_0: 0.1972 (0.1972)  loss_bbox_dn_1: 0.1510 (0.1510)  loss_bbox_dn_2: 0.1365 (0.1365)  loss_bbox_dn_3: 0.1371 (0.1371)  loss_bbox_dn_4: 0.1372 (0.1372)  loss_bbox_dn_5: 0.1372 (0.1372)  loss_giou: 0.5829 (0.5829)  loss_giou_aux_0: 0.6147 (0.6147)  loss_giou_aux_1: 0.6042 (0.6042)  loss_giou_aux_2: 0.6041 (0.6041)  loss_giou_aux_3: 0.5856 (0.5856)  loss_giou_aux_4: 0.5788 (0.5788)  loss_giou_aux_5: 0.6463 (0.6463)  loss_giou_dn_0: 0.6611 (0.6611)  loss_giou_dn_1: 0.5675 (0.5675)  loss_giou_dn_2: 0.5356 (0.5356)  loss_giou_dn_3: 0.5301 (0.5301)  loss_giou_dn_4: 0.5285 (0.5285)  loss_giou_dn_5: 0.5284 (0.5284)  loss_vfl: 0.7621 (0.7621)  loss_vfl_aux_0: 0.8174 (0.8174)  loss_vfl_aux_1: 0.8022 (0.8022)  loss_vfl_aux_2: 0.7747 (0.7747)  loss_vfl_aux_3: 0.7837 (0.7837)  loss_vfl_aux_4: 0.7733 (0.7733)  loss_vfl_aux_5: 0.8203 (0.8203)  loss_vfl_dn_0: 0.4606 (0.4606)  loss_vfl_dn_1: 0.4150 (0.4150)  loss_vfl_dn_2: 0.4032 (0.4032)  loss_vfl_dn_3: 0.3997 (0.3997)  loss_vfl_dn_4: 0.3968 (0.3968)  loss_vfl_dn_5: 0.3959 (0.3959)  time: 4.2972  data: 2.9933  max mem: 5654
Epoch: [43]  [ 100/7393]  eta: 1:03:50  lr: 0.000010  loss: 14.8659 (15.6948)  loss_bbox: 0.1419 (0.1534)  loss_bbox_aux_0: 0.1575 (0.1641)  loss_bbox_aux_1: 0.1575 (0.1570)  loss_bbox_aux_2: 0.1483 (0.1545)  loss_bbox_aux_3: 0.1452 (0.1536)  loss_bbox_aux_4: 0.1488 (0.1533)  loss_bbox_aux_5: 0.1988 (0.2064)  loss_bbox_dn_0: 0.2453 (0.2726)  loss_bbox_dn_1: 0.1807 (0.2001)  loss_bbox_dn_2: 0.1625 (0.1794)  loss_bbox_dn_3: 0.1548 (0.1733)  loss_bbox_dn_4: 0.1536 (0.1721)  loss_bbox_dn_5: 0.1535 (0.1721)  loss_giou: 0.4317 (0.4568)  loss_giou_aux_0: 0.4661 (0.4782)  loss_giou_aux_1: 0.4219 (0.4639)  loss_giou_aux_2: 0.4406 (0.4589)  loss_giou_aux_3: 0.4355 (0.4595)  loss_giou_aux_4: 0.4324 (0.4574)  loss_giou_aux_5: 0.5360 (0.5459)  loss_giou_dn_0: 0.5537 (0.5683)  loss_giou_dn_1: 0.4465 (0.4613)  loss_giou_dn_2: 0.4151 (0.4306)  loss_giou_dn_3: 0.4038 (0.4223)  loss_giou_dn_4: 0.4026 (0.4205)  loss_giou_dn_5: 0.4026 (0.4206)  loss_vfl: 0.6270 (0.6742)  loss_vfl_aux_0: 0.7455 (0.8028)  loss_vfl_aux_1: 0.6957 (0.7443)  loss_vfl_aux_2: 0.6613 (0.7062)  loss_vfl_aux_3: 0.6698 (0.6835)  loss_vfl_aux_4: 0.6343 (0.6784)  loss_vfl_aux_5: 0.7231 (0.7675)  loss_vfl_dn_0: 0.4509 (0.4528)  loss_vfl_dn_1: 0.3823 (0.3848)  loss_vfl_dn_2: 0.3621 (0.3683)  loss_vfl_dn_3: 0.3545 (0.3607)  loss_vfl_dn_4: 0.3522 (0.3582)  loss_vfl_dn_5: 0.3522 (0.3572)  time: 0.4821  data: 0.0154  max mem: 5654
Epoch: [43]  [ 200/7393]  eta: 1:00:24  lr: 0.000010  loss: 15.3659 (15.7432)  loss_bbox: 0.1553 (0.1531)  loss_bbox_aux_0: 0.1719 (0.1645)  loss_bbox_aux_1: 0.1521 (0.1566)  loss_bbox_aux_2: 0.1523 (0.1546)  loss_bbox_aux_3: 0.1438 (0.1526)  loss_bbox_aux_4: 0.1546 (0.1527)  loss_bbox_aux_5: 0.2213 (0.2060)  loss_bbox_dn_0: 0.2630 (0.2691)  loss_bbox_dn_1: 0.1968 (0.1968)  loss_bbox_dn_2: 0.1761 (0.1763)  loss_bbox_dn_3: 0.1705 (0.1704)  loss_bbox_dn_4: 0.1710 (0.1691)  loss_bbox_dn_5: 0.1710 (0.1691)  loss_giou: 0.3843 (0.4658)  loss_giou_aux_0: 0.4293 (0.4876)  loss_giou_aux_1: 0.3999 (0.4739)  loss_giou_aux_2: 0.3873 (0.4691)  loss_giou_aux_3: 0.3858 (0.4675)  loss_giou_aux_4: 0.3839 (0.4667)  loss_giou_aux_5: 0.4902 (0.5548)  loss_giou_dn_0: 0.5328 (0.5717)  loss_giou_dn_1: 0.4291 (0.4646)  loss_giou_dn_2: 0.4001 (0.4341)  loss_giou_dn_3: 0.3915 (0.4259)  loss_giou_dn_4: 0.3913 (0.4240)  loss_giou_dn_5: 0.3913 (0.4242)  loss_vfl: 0.6870 (0.6723)  loss_vfl_aux_0: 0.7939 (0.7952)  loss_vfl_aux_1: 0.7629 (0.7409)  loss_vfl_aux_2: 0.7092 (0.7010)  loss_vfl_aux_3: 0.6908 (0.6831)  loss_vfl_aux_4: 0.6870 (0.6761)  loss_vfl_aux_5: 0.7665 (0.7632)  loss_vfl_dn_0: 0.4523 (0.4539)  loss_vfl_dn_1: 0.3821 (0.3862)  loss_vfl_dn_2: 0.3656 (0.3698)  loss_vfl_dn_3: 0.3593 (0.3623)  loss_vfl_dn_4: 0.3556 (0.3597)  loss_vfl_dn_5: 0.3553 (0.3586)  time: 0.4804  data: 0.0143  max mem: 5654
Epoch: [43]  [ 300/7393]  eta: 0:58:30  lr: 0.000010  loss: 15.4447 (15.8429)  loss_bbox: 0.1603 (0.1536)  loss_bbox_aux_0: 0.1622 (0.1659)  loss_bbox_aux_1: 0.1596 (0.1577)  loss_bbox_aux_2: 0.1586 (0.1555)  loss_bbox_aux_3: 0.1626 (0.1531)  loss_bbox_aux_4: 0.1566 (0.1532)  loss_bbox_aux_5: 0.2050 (0.2059)  loss_bbox_dn_0: 0.2406 (0.2694)  loss_bbox_dn_1: 0.1705 (0.1976)  loss_bbox_dn_2: 0.1544 (0.1769)  loss_bbox_dn_3: 0.1506 (0.1710)  loss_bbox_dn_4: 0.1514 (0.1697)  loss_bbox_dn_5: 0.1514 (0.1697)  loss_giou: 0.5164 (0.4748)  loss_giou_aux_0: 0.5184 (0.4971)  loss_giou_aux_1: 0.5141 (0.4836)  loss_giou_aux_2: 0.5145 (0.4786)  loss_giou_aux_3: 0.5169 (0.4759)  loss_giou_aux_4: 0.5164 (0.4753)  loss_giou_aux_5: 0.5792 (0.5628)  loss_giou_dn_0: 0.5752 (0.5764)  loss_giou_dn_1: 0.4757 (0.4695)  loss_giou_dn_2: 0.4518 (0.4391)  loss_giou_dn_3: 0.4435 (0.4310)  loss_giou_dn_4: 0.4425 (0.4292)  loss_giou_dn_5: 0.4429 (0.4293)  loss_vfl: 0.6396 (0.6734)  loss_vfl_aux_0: 0.7419 (0.7888)  loss_vfl_aux_1: 0.7082 (0.7365)  loss_vfl_aux_2: 0.6659 (0.7003)  loss_vfl_aux_3: 0.6481 (0.6849)  loss_vfl_aux_4: 0.6428 (0.6773)  loss_vfl_aux_5: 0.7479 (0.7616)  loss_vfl_dn_0: 0.4468 (0.4538)  loss_vfl_dn_1: 0.3858 (0.3873)  loss_vfl_dn_2: 0.3745 (0.3715)  loss_vfl_dn_3: 0.3650 (0.3640)  loss_vfl_dn_4: 0.3634 (0.3613)  loss_vfl_dn_5: 0.3635 (0.3604)  time: 0.4620  data: 0.0152  max mem: 5654
Epoch: [43]  [ 400/7393]  eta: 0:57:12  lr: 0.000010  loss: 15.8818 (15.8606)  loss_bbox: 0.1493 (0.1529)  loss_bbox_aux_0: 0.1625 (0.1648)  loss_bbox_aux_1: 0.1521 (0.1569)  loss_bbox_aux_2: 0.1490 (0.1548)  loss_bbox_aux_3: 0.1475 (0.1525)  loss_bbox_aux_4: 0.1445 (0.1525)  loss_bbox_aux_5: 0.1971 (0.2048)  loss_bbox_dn_0: 0.2392 (0.2683)  loss_bbox_dn_1: 0.1729 (0.1967)  loss_bbox_dn_2: 0.1551 (0.1762)  loss_bbox_dn_3: 0.1471 (0.1704)  loss_bbox_dn_4: 0.1451 (0.1690)  loss_bbox_dn_5: 0.1451 (0.1690)  loss_giou: 0.4885 (0.4775)  loss_giou_aux_0: 0.5153 (0.5001)  loss_giou_aux_1: 0.4992 (0.4865)  loss_giou_aux_2: 0.5009 (0.4814)  loss_giou_aux_3: 0.4876 (0.4787)  loss_giou_aux_4: 0.4926 (0.4779)  loss_giou_aux_5: 0.5643 (0.5654)  loss_giou_dn_0: 0.5869 (0.5787)  loss_giou_dn_1: 0.4733 (0.4717)  loss_giou_dn_2: 0.4473 (0.4415)  loss_giou_dn_3: 0.4415 (0.4334)  loss_giou_dn_4: 0.4405 (0.4316)  loss_giou_dn_5: 0.4405 (0.4317)  loss_vfl: 0.6459 (0.6725)  loss_vfl_aux_0: 0.7552 (0.7862)  loss_vfl_aux_1: 0.7088 (0.7359)  loss_vfl_aux_2: 0.6747 (0.6996)  loss_vfl_aux_3: 0.6685 (0.6838)  loss_vfl_aux_4: 0.6367 (0.6764)  loss_vfl_aux_5: 0.7189 (0.7624)  loss_vfl_dn_0: 0.4456 (0.4538)  loss_vfl_dn_1: 0.3877 (0.3873)  loss_vfl_dn_2: 0.3744 (0.3717)  loss_vfl_dn_3: 0.3667 (0.3641)  loss_vfl_dn_4: 0.3629 (0.3615)  loss_vfl_dn_5: 0.3627 (0.3606)  time: 0.4796  data: 0.0148  max mem: 5654
Epoch: [43]  [ 500/7393]  eta: 0:56:07  lr: 0.000010  loss: 15.0184 (15.8801)  loss_bbox: 0.1373 (0.1528)  loss_bbox_aux_0: 0.1505 (0.1650)  loss_bbox_aux_1: 0.1438 (0.1568)  loss_bbox_aux_2: 0.1449 (0.1547)  loss_bbox_aux_3: 0.1368 (0.1525)  loss_bbox_aux_4: 0.1374 (0.1526)  loss_bbox_aux_5: 0.1919 (0.2050)  loss_bbox_dn_0: 0.2841 (0.2694)  loss_bbox_dn_1: 0.2029 (0.1977)  loss_bbox_dn_2: 0.1845 (0.1771)  loss_bbox_dn_3: 0.1794 (0.1712)  loss_bbox_dn_4: 0.1765 (0.1699)  loss_bbox_dn_5: 0.1764 (0.1698)  loss_giou: 0.4036 (0.4782)  loss_giou_aux_0: 0.4188 (0.5016)  loss_giou_aux_1: 0.4117 (0.4878)  loss_giou_aux_2: 0.4086 (0.4821)  loss_giou_aux_3: 0.4142 (0.4795)  loss_giou_aux_4: 0.4039 (0.4785)  loss_giou_aux_5: 0.5140 (0.5669)  loss_giou_dn_0: 0.5201 (0.5792)  loss_giou_dn_1: 0.4155 (0.4726)  loss_giou_dn_2: 0.3830 (0.4424)  loss_giou_dn_3: 0.3811 (0.4344)  loss_giou_dn_4: 0.3817 (0.4325)  loss_giou_dn_5: 0.3815 (0.4326)  loss_vfl: 0.6591 (0.6730)  loss_vfl_aux_0: 0.7824 (0.7866)  loss_vfl_aux_1: 0.7374 (0.7353)  loss_vfl_aux_2: 0.6969 (0.7007)  loss_vfl_aux_3: 0.6747 (0.6848)  loss_vfl_aux_4: 0.6634 (0.6768)  loss_vfl_aux_5: 0.7674 (0.7631)  loss_vfl_dn_0: 0.4536 (0.4538)  loss_vfl_dn_1: 0.3773 (0.3870)  loss_vfl_dn_2: 0.3617 (0.3713)  loss_vfl_dn_3: 0.3526 (0.3637)  loss_vfl_dn_4: 0.3504 (0.3610)  loss_vfl_dn_5: 0.3496 (0.3602)  time: 0.4725  data: 0.0142  max mem: 5654
Epoch: [43]  [ 600/7393]  eta: 0:55:10  lr: 0.000010  loss: 15.3480 (15.9051)  loss_bbox: 0.1507 (0.1540)  loss_bbox_aux_0: 0.1543 (0.1660)  loss_bbox_aux_1: 0.1512 (0.1581)  loss_bbox_aux_2: 0.1504 (0.1561)  loss_bbox_aux_3: 0.1456 (0.1538)  loss_bbox_aux_4: 0.1515 (0.1539)  loss_bbox_aux_5: 0.1811 (0.2056)  loss_bbox_dn_0: 0.2517 (0.2724)  loss_bbox_dn_1: 0.1913 (0.2003)  loss_bbox_dn_2: 0.1722 (0.1794)  loss_bbox_dn_3: 0.1627 (0.1735)  loss_bbox_dn_4: 0.1615 (0.1721)  loss_bbox_dn_5: 0.1614 (0.1721)  loss_giou: 0.4400 (0.4767)  loss_giou_aux_0: 0.4470 (0.5000)  loss_giou_aux_1: 0.4347 (0.4863)  loss_giou_aux_2: 0.4304 (0.4811)  loss_giou_aux_3: 0.4365 (0.4780)  loss_giou_aux_4: 0.4402 (0.4770)  loss_giou_aux_5: 0.5164 (0.5654)  loss_giou_dn_0: 0.5480 (0.5801)  loss_giou_dn_1: 0.4374 (0.4732)  loss_giou_dn_2: 0.4106 (0.4430)  loss_giou_dn_3: 0.4010 (0.4349)  loss_giou_dn_4: 0.4021 (0.4329)  loss_giou_dn_5: 0.4022 (0.4331)  loss_vfl: 0.6460 (0.6742)  loss_vfl_aux_0: 0.7560 (0.7879)  loss_vfl_aux_1: 0.7079 (0.7359)  loss_vfl_aux_2: 0.6808 (0.7012)  loss_vfl_aux_3: 0.6516 (0.6863)  loss_vfl_aux_4: 0.6448 (0.6778)  loss_vfl_aux_5: 0.7260 (0.7641)  loss_vfl_dn_0: 0.4508 (0.4539)  loss_vfl_dn_1: 0.3907 (0.3874)  loss_vfl_dn_2: 0.3732 (0.3715)  loss_vfl_dn_3: 0.3661 (0.3639)  loss_vfl_dn_4: 0.3634 (0.3612)  loss_vfl_dn_5: 0.3620 (0.3604)  time: 0.4781  data: 0.0142  max mem: 5654
Epoch: [43]  [ 700/7393]  eta: 0:54:15  lr: 0.000010  loss: 16.0925 (15.8974)  loss_bbox: 0.1599 (0.1537)  loss_bbox_aux_0: 0.1689 (0.1659)  loss_bbox_aux_1: 0.1624 (0.1580)  loss_bbox_aux_2: 0.1617 (0.1560)  loss_bbox_aux_3: 0.1580 (0.1536)  loss_bbox_aux_4: 0.1633 (0.1536)  loss_bbox_aux_5: 0.1995 (0.2048)  loss_bbox_dn_0: 0.2683 (0.2716)  loss_bbox_dn_1: 0.1922 (0.1998)  loss_bbox_dn_2: 0.1709 (0.1788)  loss_bbox_dn_3: 0.1600 (0.1728)  loss_bbox_dn_4: 0.1567 (0.1714)  loss_bbox_dn_5: 0.1568 (0.1714)  loss_giou: 0.4507 (0.4774)  loss_giou_aux_0: 0.4772 (0.5006)  loss_giou_aux_1: 0.4597 (0.4871)  loss_giou_aux_2: 0.4470 (0.4819)  loss_giou_aux_3: 0.4514 (0.4788)  loss_giou_aux_4: 0.4526 (0.4777)  loss_giou_aux_5: 0.5345 (0.5655)  loss_giou_dn_0: 0.5785 (0.5804)  loss_giou_dn_1: 0.4723 (0.4736)  loss_giou_dn_2: 0.4387 (0.4435)  loss_giou_dn_3: 0.4316 (0.4353)  loss_giou_dn_4: 0.4299 (0.4333)  loss_giou_dn_5: 0.4299 (0.4335)  loss_vfl: 0.6704 (0.6733)  loss_vfl_aux_0: 0.7590 (0.7862)  loss_vfl_aux_1: 0.7242 (0.7342)  loss_vfl_aux_2: 0.6860 (0.6998)  loss_vfl_aux_3: 0.6907 (0.6852)  loss_vfl_aux_4: 0.6635 (0.6769)  loss_vfl_aux_5: 0.7468 (0.7638)  loss_vfl_dn_0: 0.4514 (0.4537)  loss_vfl_dn_1: 0.3866 (0.3874)  loss_vfl_dn_2: 0.3720 (0.3715)  loss_vfl_dn_3: 0.3635 (0.3639)  loss_vfl_dn_4: 0.3614 (0.3612)  loss_vfl_dn_5: 0.3604 (0.3604)  time: 0.4887  data: 0.0144  max mem: 5654
Epoch: [43]  [ 800/7393]  eta: 0:53:18  lr: 0.000010  loss: 16.0722 (15.8874)  loss_bbox: 0.1363 (0.1544)  loss_bbox_aux_0: 0.1548 (0.1665)  loss_bbox_aux_1: 0.1416 (0.1585)  loss_bbox_aux_2: 0.1403 (0.1565)  loss_bbox_aux_3: 0.1379 (0.1542)  loss_bbox_aux_4: 0.1379 (0.1542)  loss_bbox_aux_5: 0.1796 (0.2052)  loss_bbox_dn_0: 0.2725 (0.2729)  loss_bbox_dn_1: 0.1979 (0.2008)  loss_bbox_dn_2: 0.1767 (0.1798)  loss_bbox_dn_3: 0.1710 (0.1738)  loss_bbox_dn_4: 0.1688 (0.1723)  loss_bbox_dn_5: 0.1688 (0.1723)  loss_giou: 0.4402 (0.4753)  loss_giou_aux_0: 0.4715 (0.4986)  loss_giou_aux_1: 0.4563 (0.4852)  loss_giou_aux_2: 0.4445 (0.4797)  loss_giou_aux_3: 0.4379 (0.4766)  loss_giou_aux_4: 0.4366 (0.4756)  loss_giou_aux_5: 0.5339 (0.5634)  loss_giou_dn_0: 0.5852 (0.5793)  loss_giou_dn_1: 0.4678 (0.4725)  loss_giou_dn_2: 0.4383 (0.4423)  loss_giou_dn_3: 0.4336 (0.4341)  loss_giou_dn_4: 0.4324 (0.4321)  loss_giou_dn_5: 0.4323 (0.4322)  loss_vfl: 0.6742 (0.6736)  loss_vfl_aux_0: 0.7744 (0.7870)  loss_vfl_aux_1: 0.7336 (0.7343)  loss_vfl_aux_2: 0.6994 (0.7005)  loss_vfl_aux_3: 0.6950 (0.6860)  loss_vfl_aux_4: 0.6801 (0.6770)  loss_vfl_aux_5: 0.7566 (0.7647)  loss_vfl_dn_0: 0.4465 (0.4533)  loss_vfl_dn_1: 0.3874 (0.3871)  loss_vfl_dn_2: 0.3703 (0.3712)  loss_vfl_dn_3: 0.3643 (0.3635)  loss_vfl_dn_4: 0.3596 (0.3608)  loss_vfl_dn_5: 0.3607 (0.3600)  time: 0.4909  data: 0.0155  max mem: 5654
Epoch: [43]  [ 900/7393]  eta: 0:52:25  lr: 0.000010  loss: 15.8142 (15.8791)  loss_bbox: 0.1541 (0.1545)  loss_bbox_aux_0: 0.1714 (0.1670)  loss_bbox_aux_1: 0.1658 (0.1590)  loss_bbox_aux_2: 0.1591 (0.1568)  loss_bbox_aux_3: 0.1576 (0.1544)  loss_bbox_aux_4: 0.1531 (0.1544)  loss_bbox_aux_5: 0.2136 (0.2058)  loss_bbox_dn_0: 0.2973 (0.2744)  loss_bbox_dn_1: 0.2079 (0.2019)  loss_bbox_dn_2: 0.1892 (0.1808)  loss_bbox_dn_3: 0.1910 (0.1747)  loss_bbox_dn_4: 0.1899 (0.1732)  loss_bbox_dn_5: 0.1900 (0.1732)  loss_giou: 0.4215 (0.4732)  loss_giou_aux_0: 0.4433 (0.4968)  loss_giou_aux_1: 0.4321 (0.4833)  loss_giou_aux_2: 0.4272 (0.4777)  loss_giou_aux_3: 0.4290 (0.4745)  loss_giou_aux_4: 0.4160 (0.4735)  loss_giou_aux_5: 0.4926 (0.5619)  loss_giou_dn_0: 0.5566 (0.5787)  loss_giou_dn_1: 0.4499 (0.4715)  loss_giou_dn_2: 0.4137 (0.4413)  loss_giou_dn_3: 0.4058 (0.4331)  loss_giou_dn_4: 0.4042 (0.4310)  loss_giou_dn_5: 0.4042 (0.4312)  loss_vfl: 0.6869 (0.6745)  loss_vfl_aux_0: 0.7893 (0.7867)  loss_vfl_aux_1: 0.7454 (0.7343)  loss_vfl_aux_2: 0.7104 (0.7013)  loss_vfl_aux_3: 0.6946 (0.6867)  loss_vfl_aux_4: 0.7005 (0.6781)  loss_vfl_aux_5: 0.7958 (0.7649)  loss_vfl_dn_0: 0.4545 (0.4533)  loss_vfl_dn_1: 0.3844 (0.3869)  loss_vfl_dn_2: 0.3669 (0.3710)  loss_vfl_dn_3: 0.3582 (0.3633)  loss_vfl_dn_4: 0.3556 (0.3606)  loss_vfl_dn_5: 0.3560 (0.3598)  time: 0.4846  data: 0.0143  max mem: 5654
Epoch: [43]  [1000/7393]  eta: 0:51:37  lr: 0.000010  loss: 16.1621 (15.8733)  loss_bbox: 0.1416 (0.1543)  loss_bbox_aux_0: 0.1493 (0.1670)  loss_bbox_aux_1: 0.1464 (0.1590)  loss_bbox_aux_2: 0.1351 (0.1567)  loss_bbox_aux_3: 0.1395 (0.1543)  loss_bbox_aux_4: 0.1409 (0.1542)  loss_bbox_aux_5: 0.1837 (0.2057)  loss_bbox_dn_0: 0.2314 (0.2737)  loss_bbox_dn_1: 0.1703 (0.2014)  loss_bbox_dn_2: 0.1503 (0.1803)  loss_bbox_dn_3: 0.1454 (0.1743)  loss_bbox_dn_4: 0.1420 (0.1728)  loss_bbox_dn_5: 0.1420 (0.1728)  loss_giou: 0.5144 (0.4733)  loss_giou_aux_0: 0.5291 (0.4969)  loss_giou_aux_1: 0.5305 (0.4834)  loss_giou_aux_2: 0.5338 (0.4778)  loss_giou_aux_3: 0.5345 (0.4746)  loss_giou_aux_4: 0.5073 (0.4735)  loss_giou_aux_5: 0.6005 (0.5621)  loss_giou_dn_0: 0.6159 (0.5789)  loss_giou_dn_1: 0.5150 (0.4715)  loss_giou_dn_2: 0.4848 (0.4412)  loss_giou_dn_3: 0.4730 (0.4329)  loss_giou_dn_4: 0.4699 (0.4309)  loss_giou_dn_5: 0.4700 (0.4311)  loss_vfl: 0.6565 (0.6744)  loss_vfl_aux_0: 0.7711 (0.7861)  loss_vfl_aux_1: 0.7233 (0.7339)  loss_vfl_aux_2: 0.6847 (0.7008)  loss_vfl_aux_3: 0.6669 (0.6864)  loss_vfl_aux_4: 0.6812 (0.6782)  loss_vfl_aux_5: 0.7496 (0.7643)  loss_vfl_dn_0: 0.4514 (0.4530)  loss_vfl_dn_1: 0.3917 (0.3869)  loss_vfl_dn_2: 0.3746 (0.3710)  loss_vfl_dn_3: 0.3694 (0.3632)  loss_vfl_dn_4: 0.3656 (0.3606)  loss_vfl_dn_5: 0.3655 (0.3598)  time: 0.4803  data: 0.0140  max mem: 5654
Epoch: [43]  [1100/7393]  eta: 0:50:46  lr: 0.000010  loss: 15.9249 (15.8805)  loss_bbox: 0.1535 (0.1542)  loss_bbox_aux_0: 0.1694 (0.1671)  loss_bbox_aux_1: 0.1633 (0.1590)  loss_bbox_aux_2: 0.1516 (0.1567)  loss_bbox_aux_3: 0.1489 (0.1542)  loss_bbox_aux_4: 0.1503 (0.1541)  loss_bbox_aux_5: 0.2093 (0.2057)  loss_bbox_dn_0: 0.2483 (0.2734)  loss_bbox_dn_1: 0.1852 (0.2013)  loss_bbox_dn_2: 0.1642 (0.1802)  loss_bbox_dn_3: 0.1548 (0.1741)  loss_bbox_dn_4: 0.1523 (0.1726)  loss_bbox_dn_5: 0.1524 (0.1726)  loss_giou: 0.5185 (0.4728)  loss_giou_aux_0: 0.5488 (0.4967)  loss_giou_aux_1: 0.5251 (0.4832)  loss_giou_aux_2: 0.5133 (0.4774)  loss_giou_aux_3: 0.4984 (0.4741)  loss_giou_aux_4: 0.5087 (0.4730)  loss_giou_aux_5: 0.6257 (0.5619)  loss_giou_dn_0: 0.6286 (0.5793)  loss_giou_dn_1: 0.5004 (0.4718)  loss_giou_dn_2: 0.4572 (0.4414)  loss_giou_dn_3: 0.4510 (0.4331)  loss_giou_dn_4: 0.4497 (0.4311)  loss_giou_dn_5: 0.4498 (0.4312)  loss_vfl: 0.6354 (0.6758)  loss_vfl_aux_0: 0.7385 (0.7871)  loss_vfl_aux_1: 0.6788 (0.7343)  loss_vfl_aux_2: 0.6569 (0.7016)  loss_vfl_aux_3: 0.6303 (0.6877)  loss_vfl_aux_4: 0.6306 (0.6795)  loss_vfl_aux_5: 0.7251 (0.7652)  loss_vfl_dn_0: 0.4513 (0.4532)  loss_vfl_dn_1: 0.3968 (0.3873)  loss_vfl_dn_2: 0.3812 (0.3714)  loss_vfl_dn_3: 0.3769 (0.3637)  loss_vfl_dn_4: 0.3745 (0.3611)  loss_vfl_dn_5: 0.3732 (0.3603)  time: 0.4849  data: 0.0143  max mem: 5654
Epoch: [43]  [1200/7393]  eta: 0:49:56  lr: 0.000010  loss: 16.4229 (15.8961)  loss_bbox: 0.1471 (0.1545)  loss_bbox_aux_0: 0.1666 (0.1672)  loss_bbox_aux_1: 0.1574 (0.1594)  loss_bbox_aux_2: 0.1548 (0.1570)  loss_bbox_aux_3: 0.1556 (0.1546)  loss_bbox_aux_4: 0.1471 (0.1544)  loss_bbox_aux_5: 0.2043 (0.2059)  loss_bbox_dn_0: 0.2609 (0.2737)  loss_bbox_dn_1: 0.1964 (0.2018)  loss_bbox_dn_2: 0.1794 (0.1808)  loss_bbox_dn_3: 0.1706 (0.1748)  loss_bbox_dn_4: 0.1690 (0.1733)  loss_bbox_dn_5: 0.1690 (0.1733)  loss_giou: 0.4486 (0.4729)  loss_giou_aux_0: 0.4621 (0.4966)  loss_giou_aux_1: 0.4586 (0.4833)  loss_giou_aux_2: 0.4520 (0.4776)  loss_giou_aux_3: 0.4518 (0.4743)  loss_giou_aux_4: 0.4512 (0.4731)  loss_giou_aux_5: 0.5556 (0.5621)  loss_giou_dn_0: 0.5792 (0.5797)  loss_giou_dn_1: 0.4686 (0.4724)  loss_giou_dn_2: 0.4402 (0.4421)  loss_giou_dn_3: 0.4316 (0.4338)  loss_giou_dn_4: 0.4272 (0.4317)  loss_giou_dn_5: 0.4274 (0.4319)  loss_vfl: 0.6819 (0.6765)  loss_vfl_aux_0: 0.7831 (0.7876)  loss_vfl_aux_1: 0.7030 (0.7350)  loss_vfl_aux_2: 0.7102 (0.7024)  loss_vfl_aux_3: 0.6983 (0.6881)  loss_vfl_aux_4: 0.7008 (0.6802)  loss_vfl_aux_5: 0.7246 (0.7656)  loss_vfl_dn_0: 0.4565 (0.4532)  loss_vfl_dn_1: 0.3925 (0.3874)  loss_vfl_dn_2: 0.3790 (0.3716)  loss_vfl_dn_3: 0.3707 (0.3639)  loss_vfl_dn_4: 0.3699 (0.3612)  loss_vfl_dn_5: 0.3687 (0.3605)  time: 0.4849  data: 0.0134  max mem: 5654
Epoch: [43]  [1300/7393]  eta: 0:49:41  lr: 0.000010  loss: 15.9353 (15.8956)  loss_bbox: 0.1513 (0.1541)  loss_bbox_aux_0: 0.1638 (0.1668)  loss_bbox_aux_1: 0.1628 (0.1589)  loss_bbox_aux_2: 0.1586 (0.1566)  loss_bbox_aux_3: 0.1518 (0.1542)  loss_bbox_aux_4: 0.1571 (0.1541)  loss_bbox_aux_5: 0.2067 (0.2053)  loss_bbox_dn_0: 0.2624 (0.2729)  loss_bbox_dn_1: 0.1945 (0.2012)  loss_bbox_dn_2: 0.1778 (0.1802)  loss_bbox_dn_3: 0.1730 (0.1741)  loss_bbox_dn_4: 0.1748 (0.1727)  loss_bbox_dn_5: 0.1748 (0.1727)  loss_giou: 0.5039 (0.4735)  loss_giou_aux_0: 0.5410 (0.4971)  loss_giou_aux_1: 0.5081 (0.4838)  loss_giou_aux_2: 0.5019 (0.4781)  loss_giou_aux_3: 0.5069 (0.4749)  loss_giou_aux_4: 0.5075 (0.4737)  loss_giou_aux_5: 0.6013 (0.5625)  loss_giou_dn_0: 0.6044 (0.5802)  loss_giou_dn_1: 0.5118 (0.4730)  loss_giou_dn_2: 0.4730 (0.4426)  loss_giou_dn_3: 0.4643 (0.4343)  loss_giou_dn_4: 0.4611 (0.4322)  loss_giou_dn_5: 0.4614 (0.4324)  loss_vfl: 0.6726 (0.6762)  loss_vfl_aux_0: 0.7577 (0.7870)  loss_vfl_aux_1: 0.7248 (0.7350)  loss_vfl_aux_2: 0.6920 (0.7022)  loss_vfl_aux_3: 0.6727 (0.6883)  loss_vfl_aux_4: 0.6680 (0.6800)  loss_vfl_aux_5: 0.7496 (0.7654)  loss_vfl_dn_0: 0.4491 (0.4533)  loss_vfl_dn_1: 0.3906 (0.3875)  loss_vfl_dn_2: 0.3768 (0.3719)  loss_vfl_dn_3: 0.3698 (0.3641)  loss_vfl_dn_4: 0.3680 (0.3614)  loss_vfl_dn_5: 0.3679 (0.3606)  time: 0.4892  data: 0.0143  max mem: 5654
Epoch: [43]  [1400/7393]  eta: 0:48:50  lr: 0.000010  loss: 16.4843 (15.8831)  loss_bbox: 0.1450 (0.1541)  loss_bbox_aux_0: 0.1621 (0.1668)  loss_bbox_aux_1: 0.1545 (0.1589)  loss_bbox_aux_2: 0.1509 (0.1566)  loss_bbox_aux_3: 0.1486 (0.1542)  loss_bbox_aux_4: 0.1460 (0.1541)  loss_bbox_aux_5: 0.1900 (0.2052)  loss_bbox_dn_0: 0.2374 (0.2727)  loss_bbox_dn_1: 0.1770 (0.2011)  loss_bbox_dn_2: 0.1578 (0.1801)  loss_bbox_dn_3: 0.1518 (0.1741)  loss_bbox_dn_4: 0.1529 (0.1726)  loss_bbox_dn_5: 0.1529 (0.1726)  loss_giou: 0.4797 (0.4726)  loss_giou_aux_0: 0.5111 (0.4963)  loss_giou_aux_1: 0.5011 (0.4828)  loss_giou_aux_2: 0.4933 (0.4772)  loss_giou_aux_3: 0.4830 (0.4738)  loss_giou_aux_4: 0.4805 (0.4728)  loss_giou_aux_5: 0.5815 (0.5617)  loss_giou_dn_0: 0.5970 (0.5798)  loss_giou_dn_1: 0.4933 (0.4726)  loss_giou_dn_2: 0.4658 (0.4422)  loss_giou_dn_3: 0.4580 (0.4340)  loss_giou_dn_4: 0.4549 (0.4319)  loss_giou_dn_5: 0.4548 (0.4320)  loss_vfl: 0.6657 (0.6762)  loss_vfl_aux_0: 0.7449 (0.7862)  loss_vfl_aux_1: 0.7145 (0.7345)  loss_vfl_aux_2: 0.7065 (0.7022)  loss_vfl_aux_3: 0.6887 (0.6885)  loss_vfl_aux_4: 0.6748 (0.6799)  loss_vfl_aux_5: 0.7158 (0.7649)  loss_vfl_dn_0: 0.4438 (0.4531)  loss_vfl_dn_1: 0.3892 (0.3874)  loss_vfl_dn_2: 0.3745 (0.3717)  loss_vfl_dn_3: 0.3709 (0.3639)  loss_vfl_dn_4: 0.3655 (0.3612)  loss_vfl_dn_5: 0.3650 (0.3605)  time: 0.4902  data: 0.0142  max mem: 5654
Epoch: [43]  [1500/7393]  eta: 0:47:58  lr: 0.000010  loss: 16.1746 (15.8871)  loss_bbox: 0.1398 (0.1542)  loss_bbox_aux_0: 0.1496 (0.1668)  loss_bbox_aux_1: 0.1488 (0.1591)  loss_bbox_aux_2: 0.1394 (0.1566)  loss_bbox_aux_3: 0.1407 (0.1543)  loss_bbox_aux_4: 0.1405 (0.1542)  loss_bbox_aux_5: 0.1878 (0.2051)  loss_bbox_dn_0: 0.2340 (0.2723)  loss_bbox_dn_1: 0.1662 (0.2009)  loss_bbox_dn_2: 0.1514 (0.1800)  loss_bbox_dn_3: 0.1484 (0.1740)  loss_bbox_dn_4: 0.1473 (0.1726)  loss_bbox_dn_5: 0.1473 (0.1726)  loss_giou: 0.5256 (0.4736)  loss_giou_aux_0: 0.5544 (0.4973)  loss_giou_aux_1: 0.5347 (0.4837)  loss_giou_aux_2: 0.5317 (0.4782)  loss_giou_aux_3: 0.5278 (0.4748)  loss_giou_aux_4: 0.5237 (0.4738)  loss_giou_aux_5: 0.6421 (0.5625)  loss_giou_dn_0: 0.6046 (0.5805)  loss_giou_dn_1: 0.4980 (0.4734)  loss_giou_dn_2: 0.4606 (0.4431)  loss_giou_dn_3: 0.4508 (0.4349)  loss_giou_dn_4: 0.4466 (0.4328)  loss_giou_dn_5: 0.4478 (0.4330)  loss_vfl: 0.6399 (0.6752)  loss_vfl_aux_0: 0.7565 (0.7847)  loss_vfl_aux_1: 0.6965 (0.7333)  loss_vfl_aux_2: 0.6717 (0.7013)  loss_vfl_aux_3: 0.6539 (0.6876)  loss_vfl_aux_4: 0.6422 (0.6789)  loss_vfl_aux_5: 0.7226 (0.7642)  loss_vfl_dn_0: 0.4536 (0.4529)  loss_vfl_dn_1: 0.3955 (0.3873)  loss_vfl_dn_2: 0.3815 (0.3716)  loss_vfl_dn_3: 0.3744 (0.3639)  loss_vfl_dn_4: 0.3683 (0.3612)  loss_vfl_dn_5: 0.3666 (0.3604)  time: 0.4677  data: 0.0147  max mem: 5654
Epoch: [43]  [1600/7393]  eta: 0:47:31  lr: 0.000010  loss: 15.4562 (15.8594)  loss_bbox: 0.1429 (0.1537)  loss_bbox_aux_0: 0.1519 (0.1662)  loss_bbox_aux_1: 0.1483 (0.1585)  loss_bbox_aux_2: 0.1426 (0.1560)  loss_bbox_aux_3: 0.1429 (0.1537)  loss_bbox_aux_4: 0.1430 (0.1537)  loss_bbox_aux_5: 0.1932 (0.2046)  loss_bbox_dn_0: 0.2385 (0.2715)  loss_bbox_dn_1: 0.1799 (0.2002)  loss_bbox_dn_2: 0.1596 (0.1793)  loss_bbox_dn_3: 0.1547 (0.1733)  loss_bbox_dn_4: 0.1542 (0.1719)  loss_bbox_dn_5: 0.1542 (0.1719)  loss_giou: 0.4768 (0.4719)  loss_giou_aux_0: 0.4930 (0.4957)  loss_giou_aux_1: 0.4796 (0.4820)  loss_giou_aux_2: 0.4809 (0.4764)  loss_giou_aux_3: 0.4784 (0.4731)  loss_giou_aux_4: 0.4745 (0.4721)  loss_giou_aux_5: 0.5607 (0.5612)  loss_giou_dn_0: 0.5620 (0.5793)  loss_giou_dn_1: 0.4568 (0.4723)  loss_giou_dn_2: 0.4309 (0.4420)  loss_giou_dn_3: 0.4283 (0.4337)  loss_giou_dn_4: 0.4256 (0.4316)  loss_giou_dn_5: 0.4253 (0.4318)  loss_vfl: 0.6827 (0.6752)  loss_vfl_aux_0: 0.7723 (0.7845)  loss_vfl_aux_1: 0.7360 (0.7334)  loss_vfl_aux_2: 0.7026 (0.7015)  loss_vfl_aux_3: 0.7043 (0.6877)  loss_vfl_aux_4: 0.6892 (0.6790)  loss_vfl_aux_5: 0.7548 (0.7643)  loss_vfl_dn_0: 0.4558 (0.4529)  loss_vfl_dn_1: 0.3913 (0.3871)  loss_vfl_dn_2: 0.3724 (0.3714)  loss_vfl_dn_3: 0.3642 (0.3637)  loss_vfl_dn_4: 0.3635 (0.3610)  loss_vfl_dn_5: 0.3608 (0.3602)  time: 0.4737  data: 0.0143  max mem: 5654
Epoch: [43]  [1700/7393]  eta: 0:46:38  lr: 0.000010  loss: 16.0183 (15.8703)  loss_bbox: 0.1587 (0.1539)  loss_bbox_aux_0: 0.1692 (0.1664)  loss_bbox_aux_1: 0.1534 (0.1587)  loss_bbox_aux_2: 0.1551 (0.1562)  loss_bbox_aux_3: 0.1653 (0.1540)  loss_bbox_aux_4: 0.1667 (0.1538)  loss_bbox_aux_5: 0.2001 (0.2047)  loss_bbox_dn_0: 0.2526 (0.2714)  loss_bbox_dn_1: 0.1844 (0.2002)  loss_bbox_dn_2: 0.1624 (0.1793)  loss_bbox_dn_3: 0.1592 (0.1732)  loss_bbox_dn_4: 0.1583 (0.1718)  loss_bbox_dn_5: 0.1582 (0.1718)  loss_giou: 0.4364 (0.4730)  loss_giou_aux_0: 0.4513 (0.4967)  loss_giou_aux_1: 0.4387 (0.4831)  loss_giou_aux_2: 0.4215 (0.4775)  loss_giou_aux_3: 0.4139 (0.4741)  loss_giou_aux_4: 0.4140 (0.4731)  loss_giou_aux_5: 0.5296 (0.5623)  loss_giou_dn_0: 0.5708 (0.5800)  loss_giou_dn_1: 0.4610 (0.4729)  loss_giou_dn_2: 0.4329 (0.4426)  loss_giou_dn_3: 0.4176 (0.4343)  loss_giou_dn_4: 0.4122 (0.4322)  loss_giou_dn_5: 0.4120 (0.4324)  loss_vfl: 0.6499 (0.6751)  loss_vfl_aux_0: 0.7530 (0.7840)  loss_vfl_aux_1: 0.6953 (0.7330)  loss_vfl_aux_2: 0.6863 (0.7013)  loss_vfl_aux_3: 0.6695 (0.6875)  loss_vfl_aux_4: 0.6681 (0.6790)  loss_vfl_aux_5: 0.7470 (0.7639)  loss_vfl_dn_0: 0.4465 (0.4528)  loss_vfl_dn_1: 0.3825 (0.3872)  loss_vfl_dn_2: 0.3651 (0.3715)  loss_vfl_dn_3: 0.3533 (0.3638)  loss_vfl_dn_4: 0.3531 (0.3611)  loss_vfl_dn_5: 0.3530 (0.3604)  time: 0.4792  data: 0.0141  max mem: 5654
Epoch: [43]  [1800/7393]  eta: 0:45:44  lr: 0.000010  loss: 15.9473 (15.8758)  loss_bbox: 0.1400 (0.1537)  loss_bbox_aux_0: 0.1509 (0.1664)  loss_bbox_aux_1: 0.1427 (0.1586)  loss_bbox_aux_2: 0.1404 (0.1561)  loss_bbox_aux_3: 0.1403 (0.1538)  loss_bbox_aux_4: 0.1390 (0.1537)  loss_bbox_aux_5: 0.1981 (0.2043)  loss_bbox_dn_0: 0.2497 (0.2707)  loss_bbox_dn_1: 0.1777 (0.1996)  loss_bbox_dn_2: 0.1602 (0.1788)  loss_bbox_dn_3: 0.1563 (0.1728)  loss_bbox_dn_4: 0.1553 (0.1714)  loss_bbox_dn_5: 0.1553 (0.1714)  loss_giou: 0.4820 (0.4740)  loss_giou_aux_0: 0.4994 (0.4979)  loss_giou_aux_1: 0.4856 (0.4843)  loss_giou_aux_2: 0.4836 (0.4786)  loss_giou_aux_3: 0.4778 (0.4752)  loss_giou_aux_4: 0.4773 (0.4741)  loss_giou_aux_5: 0.5649 (0.5633)  loss_giou_dn_0: 0.5678 (0.5806)  loss_giou_dn_1: 0.4467 (0.4736)  loss_giou_dn_2: 0.4217 (0.4433)  loss_giou_dn_3: 0.4110 (0.4350)  loss_giou_dn_4: 0.4078 (0.4329)  loss_giou_dn_5: 0.4079 (0.4331)  loss_vfl: 0.6419 (0.6751)  loss_vfl_aux_0: 0.7850 (0.7832)  loss_vfl_aux_1: 0.7408 (0.7325)  loss_vfl_aux_2: 0.6901 (0.7011)  loss_vfl_aux_3: 0.6559 (0.6873)  loss_vfl_aux_4: 0.6625 (0.6790)  loss_vfl_aux_5: 0.7594 (0.7633)  loss_vfl_dn_0: 0.4530 (0.4528)  loss_vfl_dn_1: 0.3877 (0.3872)  loss_vfl_dn_2: 0.3692 (0.3716)  loss_vfl_dn_3: 0.3605 (0.3639)  loss_vfl_dn_4: 0.3575 (0.3613)  loss_vfl_dn_5: 0.3565 (0.3605)  time: 0.4691  data: 0.0139  max mem: 5654
Epoch: [43]  [1900/7393]  eta: 0:44:51  lr: 0.000010  loss: 15.4683 (15.8647)  loss_bbox: 0.1391 (0.1534)  loss_bbox_aux_0: 0.1545 (0.1662)  loss_bbox_aux_1: 0.1528 (0.1583)  loss_bbox_aux_2: 0.1477 (0.1558)  loss_bbox_aux_3: 0.1410 (0.1536)  loss_bbox_aux_4: 0.1391 (0.1534)  loss_bbox_aux_5: 0.1983 (0.2041)  loss_bbox_dn_0: 0.2902 (0.2707)  loss_bbox_dn_1: 0.2070 (0.1996)  loss_bbox_dn_2: 0.1868 (0.1787)  loss_bbox_dn_3: 0.1807 (0.1727)  loss_bbox_dn_4: 0.1793 (0.1713)  loss_bbox_dn_5: 0.1793 (0.1713)  loss_giou: 0.3882 (0.4730)  loss_giou_aux_0: 0.4105 (0.4969)  loss_giou_aux_1: 0.3950 (0.4832)  loss_giou_aux_2: 0.3804 (0.4776)  loss_giou_aux_3: 0.3944 (0.4742)  loss_giou_aux_4: 0.3895 (0.4731)  loss_giou_aux_5: 0.4667 (0.5623)  loss_giou_dn_0: 0.5491 (0.5800)  loss_giou_dn_1: 0.4402 (0.4729)  loss_giou_dn_2: 0.4023 (0.4426)  loss_giou_dn_3: 0.3907 (0.4343)  loss_giou_dn_4: 0.3879 (0.4323)  loss_giou_dn_5: 0.3878 (0.4324)  loss_vfl: 0.7322 (0.6753)  loss_vfl_aux_0: 0.8339 (0.7834)  loss_vfl_aux_1: 0.7778 (0.7328)  loss_vfl_aux_2: 0.7402 (0.7013)  loss_vfl_aux_3: 0.7396 (0.6874)  loss_vfl_aux_4: 0.7330 (0.6792)  loss_vfl_aux_5: 0.8256 (0.7639)  loss_vfl_dn_0: 0.4492 (0.4530)  loss_vfl_dn_1: 0.3813 (0.3873)  loss_vfl_dn_2: 0.3673 (0.3716)  loss_vfl_dn_3: 0.3594 (0.3639)  loss_vfl_dn_4: 0.3581 (0.3613)  loss_vfl_dn_5: 0.3557 (0.3605)  time: 0.4762  data: 0.0139  max mem: 5654
Epoch: [43]  [2000/7393]  eta: 0:43:59  lr: 0.000010  loss: 15.7611 (15.8699)  loss_bbox: 0.1370 (0.1535)  loss_bbox_aux_0: 0.1532 (0.1663)  loss_bbox_aux_1: 0.1446 (0.1584)  loss_bbox_aux_2: 0.1404 (0.1559)  loss_bbox_aux_3: 0.1392 (0.1537)  loss_bbox_aux_4: 0.1366 (0.1536)  loss_bbox_aux_5: 0.1889 (0.2042)  loss_bbox_dn_0: 0.2740 (0.2709)  loss_bbox_dn_1: 0.2006 (0.1997)  loss_bbox_dn_2: 0.1788 (0.1788)  loss_bbox_dn_3: 0.1692 (0.1728)  loss_bbox_dn_4: 0.1665 (0.1714)  loss_bbox_dn_5: 0.1664 (0.1714)  loss_giou: 0.4384 (0.4734)  loss_giou_aux_0: 0.4749 (0.4971)  loss_giou_aux_1: 0.4694 (0.4835)  loss_giou_aux_2: 0.4583 (0.4779)  loss_giou_aux_3: 0.4369 (0.4746)  loss_giou_aux_4: 0.4455 (0.4735)  loss_giou_aux_5: 0.5396 (0.5626)  loss_giou_dn_0: 0.5738 (0.5800)  loss_giou_dn_1: 0.4662 (0.4731)  loss_giou_dn_2: 0.4451 (0.4428)  loss_giou_dn_3: 0.4388 (0.4345)  loss_giou_dn_4: 0.4349 (0.4325)  loss_giou_dn_5: 0.4350 (0.4326)  loss_vfl: 0.6686 (0.6754)  loss_vfl_aux_0: 0.7760 (0.7833)  loss_vfl_aux_1: 0.7226 (0.7327)  loss_vfl_aux_2: 0.6778 (0.7013)  loss_vfl_aux_3: 0.6584 (0.6874)  loss_vfl_aux_4: 0.6688 (0.6791)  loss_vfl_aux_5: 0.7569 (0.7634)  loss_vfl_dn_0: 0.4554 (0.4531)  loss_vfl_dn_1: 0.3881 (0.3875)  loss_vfl_dn_2: 0.3743 (0.3718)  loss_vfl_dn_3: 0.3638 (0.3641)  loss_vfl_dn_4: 0.3597 (0.3615)  loss_vfl_dn_5: 0.3594 (0.3607)  time: 0.4854  data: 0.0145  max mem: 5654
Epoch: [43]  [2100/7393]  eta: 0:43:09  lr: 0.000010  loss: 15.9175 (15.8585)  loss_bbox: 0.1481 (0.1533)  loss_bbox_aux_0: 0.1587 (0.1662)  loss_bbox_aux_1: 0.1523 (0.1582)  loss_bbox_aux_2: 0.1566 (0.1558)  loss_bbox_aux_3: 0.1543 (0.1535)  loss_bbox_aux_4: 0.1498 (0.1533)  loss_bbox_aux_5: 0.1848 (0.2040)  loss_bbox_dn_0: 0.2439 (0.2705)  loss_bbox_dn_1: 0.1876 (0.1993)  loss_bbox_dn_2: 0.1584 (0.1784)  loss_bbox_dn_3: 0.1501 (0.1724)  loss_bbox_dn_4: 0.1463 (0.1710)  loss_bbox_dn_5: 0.1463 (0.1710)  loss_giou: 0.4895 (0.4731)  loss_giou_aux_0: 0.4927 (0.4969)  loss_giou_aux_1: 0.4844 (0.4832)  loss_giou_aux_2: 0.4993 (0.4776)  loss_giou_aux_3: 0.4978 (0.4743)  loss_giou_aux_4: 0.5016 (0.4732)  loss_giou_aux_5: 0.5844 (0.5623)  loss_giou_dn_0: 0.5914 (0.5796)  loss_giou_dn_1: 0.4756 (0.4726)  loss_giou_dn_2: 0.4432 (0.4424)  loss_giou_dn_3: 0.4315 (0.4341)  loss_giou_dn_4: 0.4300 (0.4321)  loss_giou_dn_5: 0.4303 (0.4322)  loss_vfl: 0.6366 (0.6751)  loss_vfl_aux_0: 0.7154 (0.7826)  loss_vfl_aux_1: 0.6922 (0.7327)  loss_vfl_aux_2: 0.6525 (0.7009)  loss_vfl_aux_3: 0.6458 (0.6872)  loss_vfl_aux_4: 0.6450 (0.6788)  loss_vfl_aux_5: 0.7232 (0.7632)  loss_vfl_dn_0: 0.4472 (0.4530)  loss_vfl_dn_1: 0.3863 (0.3873)  loss_vfl_dn_2: 0.3700 (0.3716)  loss_vfl_dn_3: 0.3616 (0.3638)  loss_vfl_dn_4: 0.3610 (0.3613)  loss_vfl_dn_5: 0.3604 (0.3605)  time: 0.4795  data: 0.0141  max mem: 5654
Epoch: [43]  [2200/7393]  eta: 0:42:17  lr: 0.000010  loss: 15.6851 (15.8591)  loss_bbox: 0.1417 (0.1534)  loss_bbox_aux_0: 0.1597 (0.1664)  loss_bbox_aux_1: 0.1520 (0.1584)  loss_bbox_aux_2: 0.1422 (0.1559)  loss_bbox_aux_3: 0.1411 (0.1536)  loss_bbox_aux_4: 0.1414 (0.1534)  loss_bbox_aux_5: 0.2039 (0.2040)  loss_bbox_dn_0: 0.2744 (0.2703)  loss_bbox_dn_1: 0.2016 (0.1992)  loss_bbox_dn_2: 0.1833 (0.1784)  loss_bbox_dn_3: 0.1788 (0.1724)  loss_bbox_dn_4: 0.1773 (0.1710)  loss_bbox_dn_5: 0.1774 (0.1711)  loss_giou: 0.4287 (0.4731)  loss_giou_aux_0: 0.4602 (0.4972)  loss_giou_aux_1: 0.4498 (0.4834)  loss_giou_aux_2: 0.4362 (0.4778)  loss_giou_aux_3: 0.4327 (0.4744)  loss_giou_aux_4: 0.4374 (0.4733)  loss_giou_aux_5: 0.5281 (0.5624)  loss_giou_dn_0: 0.5580 (0.5797)  loss_giou_dn_1: 0.4257 (0.4728)  loss_giou_dn_2: 0.3968 (0.4426)  loss_giou_dn_3: 0.3868 (0.4343)  loss_giou_dn_4: 0.3835 (0.4323)  loss_giou_dn_5: 0.3835 (0.4324)  loss_vfl: 0.6763 (0.6750)  loss_vfl_aux_0: 0.7668 (0.7821)  loss_vfl_aux_1: 0.7335 (0.7324)  loss_vfl_aux_2: 0.6848 (0.7007)  loss_vfl_aux_3: 0.6779 (0.6869)  loss_vfl_aux_4: 0.6752 (0.6785)  loss_vfl_aux_5: 0.7405 (0.7631)  loss_vfl_dn_0: 0.4446 (0.4530)  loss_vfl_dn_1: 0.3798 (0.3872)  loss_vfl_dn_2: 0.3646 (0.3715)  loss_vfl_dn_3: 0.3569 (0.3638)  loss_vfl_dn_4: 0.3567 (0.3613)  loss_vfl_dn_5: 0.3546 (0.3605)  time: 0.4701  data: 0.0139  max mem: 5654
Epoch: [43]  [2300/7393]  eta: 0:41:26  lr: 0.000010  loss: 16.3474 (15.8582)  loss_bbox: 0.1284 (0.1533)  loss_bbox_aux_0: 0.1426 (0.1663)  loss_bbox_aux_1: 0.1336 (0.1583)  loss_bbox_aux_2: 0.1329 (0.1558)  loss_bbox_aux_3: 0.1321 (0.1536)  loss_bbox_aux_4: 0.1285 (0.1534)  loss_bbox_aux_5: 0.1775 (0.2039)  loss_bbox_dn_0: 0.2150 (0.2700)  loss_bbox_dn_1: 0.1546 (0.1990)  loss_bbox_dn_2: 0.1467 (0.1783)  loss_bbox_dn_3: 0.1451 (0.1723)  loss_bbox_dn_4: 0.1446 (0.1709)  loss_bbox_dn_5: 0.1446 (0.1709)  loss_giou: 0.4988 (0.4733)  loss_giou_aux_0: 0.5179 (0.4972)  loss_giou_aux_1: 0.4967 (0.4834)  loss_giou_aux_2: 0.5051 (0.4779)  loss_giou_aux_3: 0.4979 (0.4746)  loss_giou_aux_4: 0.4955 (0.4735)  loss_giou_aux_5: 0.5766 (0.5623)  loss_giou_dn_0: 0.5862 (0.5797)  loss_giou_dn_1: 0.4982 (0.4729)  loss_giou_dn_2: 0.4669 (0.4427)  loss_giou_dn_3: 0.4603 (0.4344)  loss_giou_dn_4: 0.4585 (0.4324)  loss_giou_dn_5: 0.4587 (0.4325)  loss_vfl: 0.6565 (0.6748)  loss_vfl_aux_0: 0.7303 (0.7818)  loss_vfl_aux_1: 0.7107 (0.7323)  loss_vfl_aux_2: 0.6732 (0.7006)  loss_vfl_aux_3: 0.6595 (0.6867)  loss_vfl_aux_4: 0.6588 (0.6783)  loss_vfl_aux_5: 0.7357 (0.7628)  loss_vfl_dn_0: 0.4530 (0.4530)  loss_vfl_dn_1: 0.3954 (0.3873)  loss_vfl_dn_2: 0.3855 (0.3716)  loss_vfl_dn_3: 0.3784 (0.3640)  loss_vfl_dn_4: 0.3764 (0.3614)  loss_vfl_dn_5: 0.3757 (0.3607)  time: 0.4854  data: 0.0139  max mem: 5654
Epoch: [43]  [2400/7393]  eta: 0:40:35  lr: 0.000010  loss: 15.1568 (15.8589)  loss_bbox: 0.1438 (0.1536)  loss_bbox_aux_0: 0.1634 (0.1667)  loss_bbox_aux_1: 0.1540 (0.1586)  loss_bbox_aux_2: 0.1535 (0.1561)  loss_bbox_aux_3: 0.1439 (0.1539)  loss_bbox_aux_4: 0.1445 (0.1537)  loss_bbox_aux_5: 0.2045 (0.2042)  loss_bbox_dn_0: 0.2851 (0.2707)  loss_bbox_dn_1: 0.2059 (0.1996)  loss_bbox_dn_2: 0.1809 (0.1788)  loss_bbox_dn_3: 0.1743 (0.1728)  loss_bbox_dn_4: 0.1720 (0.1714)  loss_bbox_dn_5: 0.1721 (0.1714)  loss_giou: 0.4134 (0.4726)  loss_giou_aux_0: 0.4446 (0.4965)  loss_giou_aux_1: 0.4254 (0.4827)  loss_giou_aux_2: 0.4205 (0.4772)  loss_giou_aux_3: 0.4216 (0.4739)  loss_giou_aux_4: 0.4189 (0.4729)  loss_giou_aux_5: 0.5069 (0.5616)  loss_giou_dn_0: 0.5567 (0.5795)  loss_giou_dn_1: 0.4566 (0.4726)  loss_giou_dn_2: 0.4233 (0.4424)  loss_giou_dn_3: 0.4144 (0.4341)  loss_giou_dn_4: 0.4135 (0.4321)  loss_giou_dn_5: 0.4137 (0.4322)  loss_vfl: 0.6509 (0.6750)  loss_vfl_aux_0: 0.7756 (0.7820)  loss_vfl_aux_1: 0.6978 (0.7326)  loss_vfl_aux_2: 0.6739 (0.7009)  loss_vfl_aux_3: 0.6702 (0.6870)  loss_vfl_aux_4: 0.6561 (0.6786)  loss_vfl_aux_5: 0.7389 (0.7631)  loss_vfl_dn_0: 0.4535 (0.4531)  loss_vfl_dn_1: 0.3840 (0.3873)  loss_vfl_dn_2: 0.3665 (0.3716)  loss_vfl_dn_3: 0.3625 (0.3639)  loss_vfl_dn_4: 0.3598 (0.3614)  loss_vfl_dn_5: 0.3580 (0.3606)  time: 0.4768  data: 0.0140  max mem: 5654
Epoch: [43]  [2500/7393]  eta: 0:39:44  lr: 0.000010  loss: 15.4002 (15.8624)  loss_bbox: 0.1533 (0.1537)  loss_bbox_aux_0: 0.1748 (0.1669)  loss_bbox_aux_1: 0.1587 (0.1588)  loss_bbox_aux_2: 0.1566 (0.1562)  loss_bbox_aux_3: 0.1574 (0.1540)  loss_bbox_aux_4: 0.1532 (0.1537)  loss_bbox_aux_5: 0.2095 (0.2044)  loss_bbox_dn_0: 0.2829 (0.2709)  loss_bbox_dn_1: 0.2182 (0.1999)  loss_bbox_dn_2: 0.1970 (0.1791)  loss_bbox_dn_3: 0.1790 (0.1730)  loss_bbox_dn_4: 0.1760 (0.1717)  loss_bbox_dn_5: 0.1760 (0.1717)  loss_giou: 0.4169 (0.4725)  loss_giou_aux_0: 0.4383 (0.4965)  loss_giou_aux_1: 0.4277 (0.4827)  loss_giou_aux_2: 0.4220 (0.4771)  loss_giou_aux_3: 0.4262 (0.4738)  loss_giou_aux_4: 0.4145 (0.4728)  loss_giou_aux_5: 0.4931 (0.5616)  loss_giou_dn_0: 0.5346 (0.5796)  loss_giou_dn_1: 0.4377 (0.4726)  loss_giou_dn_2: 0.4011 (0.4424)  loss_giou_dn_3: 0.3922 (0.4341)  loss_giou_dn_4: 0.3907 (0.4321)  loss_giou_dn_5: 0.3915 (0.4322)  loss_vfl: 0.6875 (0.6752)  loss_vfl_aux_0: 0.7937 (0.7820)  loss_vfl_aux_1: 0.7426 (0.7326)  loss_vfl_aux_2: 0.7013 (0.7010)  loss_vfl_aux_3: 0.7091 (0.6871)  loss_vfl_aux_4: 0.6938 (0.6787)  loss_vfl_aux_5: 0.7734 (0.7631)  loss_vfl_dn_0: 0.4616 (0.4532)  loss_vfl_dn_1: 0.3863 (0.3874)  loss_vfl_dn_2: 0.3673 (0.3717)  loss_vfl_dn_3: 0.3627 (0.3641)  loss_vfl_dn_4: 0.3600 (0.3615)  loss_vfl_dn_5: 0.3587 (0.3607)  time: 0.4788  data: 0.0137  max mem: 5654
Epoch: [43]  [2600/7393]  eta: 0:39:07  lr: 0.000010  loss: 15.9399 (15.8636)  loss_bbox: 0.1553 (0.1538)  loss_bbox_aux_0: 0.1630 (0.1671)  loss_bbox_aux_1: 0.1686 (0.1590)  loss_bbox_aux_2: 0.1665 (0.1564)  loss_bbox_aux_3: 0.1546 (0.1542)  loss_bbox_aux_4: 0.1522 (0.1539)  loss_bbox_aux_5: 0.1956 (0.2045)  loss_bbox_dn_0: 0.2617 (0.2710)  loss_bbox_dn_1: 0.1946 (0.2000)  loss_bbox_dn_2: 0.1881 (0.1792)  loss_bbox_dn_3: 0.1851 (0.1731)  loss_bbox_dn_4: 0.1816 (0.1717)  loss_bbox_dn_5: 0.1817 (0.1717)  loss_giou: 0.4000 (0.4723)  loss_giou_aux_0: 0.4316 (0.4963)  loss_giou_aux_1: 0.4249 (0.4826)  loss_giou_aux_2: 0.4153 (0.4771)  loss_giou_aux_3: 0.4001 (0.4736)  loss_giou_aux_4: 0.4005 (0.4725)  loss_giou_aux_5: 0.5100 (0.5614)  loss_giou_dn_0: 0.5577 (0.5796)  loss_giou_dn_1: 0.4477 (0.4725)  loss_giou_dn_2: 0.4148 (0.4423)  loss_giou_dn_3: 0.4020 (0.4340)  loss_giou_dn_4: 0.4015 (0.4319)  loss_giou_dn_5: 0.4020 (0.4321)  loss_vfl: 0.6621 (0.6754)  loss_vfl_aux_0: 0.7799 (0.7824)  loss_vfl_aux_1: 0.7089 (0.7327)  loss_vfl_aux_2: 0.6791 (0.7010)  loss_vfl_aux_3: 0.6809 (0.6873)  loss_vfl_aux_4: 0.6767 (0.6789)  loss_vfl_aux_5: 0.7735 (0.7633)  loss_vfl_dn_0: 0.4514 (0.4533)  loss_vfl_dn_1: 0.3884 (0.3874)  loss_vfl_dn_2: 0.3726 (0.3717)  loss_vfl_dn_3: 0.3674 (0.3641)  loss_vfl_dn_4: 0.3658 (0.3615)  loss_vfl_dn_5: 0.3635 (0.3607)  time: 0.4847  data: 0.0140  max mem: 5654
Epoch: [43]  [2700/7393]  eta: 0:38:29  lr: 0.000010  loss: 16.3278 (15.8669)  loss_bbox: 0.1446 (0.1540)  loss_bbox_aux_0: 0.1630 (0.1673)  loss_bbox_aux_1: 0.1559 (0.1592)  loss_bbox_aux_2: 0.1501 (0.1566)  loss_bbox_aux_3: 0.1497 (0.1543)  loss_bbox_aux_4: 0.1455 (0.1541)  loss_bbox_aux_5: 0.1759 (0.2045)  loss_bbox_dn_0: 0.2693 (0.2715)  loss_bbox_dn_1: 0.1869 (0.2005)  loss_bbox_dn_2: 0.1686 (0.1796)  loss_bbox_dn_3: 0.1637 (0.1736)  loss_bbox_dn_4: 0.1614 (0.1722)  loss_bbox_dn_5: 0.1613 (0.1722)  loss_giou: 0.4757 (0.4720)  loss_giou_aux_0: 0.5046 (0.4960)  loss_giou_aux_1: 0.4894 (0.4823)  loss_giou_aux_2: 0.4790 (0.4768)  loss_giou_aux_3: 0.4736 (0.4733)  loss_giou_aux_4: 0.4689 (0.4722)  loss_giou_aux_5: 0.5591 (0.5611)  loss_giou_dn_0: 0.5909 (0.5793)  loss_giou_dn_1: 0.4900 (0.4724)  loss_giou_dn_2: 0.4468 (0.4422)  loss_giou_dn_3: 0.4401 (0.4339)  loss_giou_dn_4: 0.4391 (0.4318)  loss_giou_dn_5: 0.4391 (0.4320)  loss_vfl: 0.6363 (0.6759)  loss_vfl_aux_0: 0.7444 (0.7826)  loss_vfl_aux_1: 0.6710 (0.7329)  loss_vfl_aux_2: 0.6523 (0.7012)  loss_vfl_aux_3: 0.6542 (0.6878)  loss_vfl_aux_4: 0.6430 (0.6795)  loss_vfl_aux_5: 0.7345 (0.7636)  loss_vfl_dn_0: 0.4532 (0.4532)  loss_vfl_dn_1: 0.3946 (0.3875)  loss_vfl_dn_2: 0.3838 (0.3717)  loss_vfl_dn_3: 0.3754 (0.3641)  loss_vfl_dn_4: 0.3727 (0.3615)  loss_vfl_dn_5: 0.3707 (0.3607)  time: 0.4777  data: 0.0142  max mem: 5654
Epoch: [43]  [2800/7393]  eta: 0:37:38  lr: 0.000010  loss: 15.1952 (15.8611)  loss_bbox: 0.1376 (0.1539)  loss_bbox_aux_0: 0.1547 (0.1672)  loss_bbox_aux_1: 0.1445 (0.1591)  loss_bbox_aux_2: 0.1464 (0.1565)  loss_bbox_aux_3: 0.1374 (0.1542)  loss_bbox_aux_4: 0.1368 (0.1539)  loss_bbox_aux_5: 0.1978 (0.2043)  loss_bbox_dn_0: 0.2482 (0.2711)  loss_bbox_dn_1: 0.1770 (0.2002)  loss_bbox_dn_2: 0.1546 (0.1794)  loss_bbox_dn_3: 0.1480 (0.1733)  loss_bbox_dn_4: 0.1466 (0.1719)  loss_bbox_dn_5: 0.1465 (0.1719)  loss_giou: 0.4351 (0.4718)  loss_giou_aux_0: 0.4399 (0.4957)  loss_giou_aux_1: 0.4431 (0.4820)  loss_giou_aux_2: 0.4349 (0.4766)  loss_giou_aux_3: 0.4302 (0.4730)  loss_giou_aux_4: 0.4361 (0.4719)  loss_giou_aux_5: 0.5208 (0.5608)  loss_giou_dn_0: 0.5755 (0.5792)  loss_giou_dn_1: 0.4601 (0.4723)  loss_giou_dn_2: 0.4327 (0.4421)  loss_giou_dn_3: 0.4242 (0.4338)  loss_giou_dn_4: 0.4220 (0.4317)  loss_giou_dn_5: 0.4222 (0.4318)  loss_vfl: 0.6425 (0.6758)  loss_vfl_aux_0: 0.7576 (0.7825)  loss_vfl_aux_1: 0.6838 (0.7329)  loss_vfl_aux_2: 0.6607 (0.7010)  loss_vfl_aux_3: 0.6560 (0.6877)  loss_vfl_aux_4: 0.6426 (0.6794)  loss_vfl_aux_5: 0.7407 (0.7635)  loss_vfl_dn_0: 0.4499 (0.4532)  loss_vfl_dn_1: 0.3791 (0.3875)  loss_vfl_dn_2: 0.3661 (0.3717)  loss_vfl_dn_3: 0.3596 (0.3641)  loss_vfl_dn_4: 0.3576 (0.3615)  loss_vfl_dn_5: 0.3561 (0.3607)  time: 0.4772  data: 0.0139  max mem: 5654
Epoch: [43]  [2900/7393]  eta: 0:36:47  lr: 0.000010  loss: 15.8371 (15.8587)  loss_bbox: 0.1437 (0.1538)  loss_bbox_aux_0: 0.1449 (0.1671)  loss_bbox_aux_1: 0.1469 (0.1590)  loss_bbox_aux_2: 0.1513 (0.1564)  loss_bbox_aux_3: 0.1432 (0.1541)  loss_bbox_aux_4: 0.1437 (0.1538)  loss_bbox_aux_5: 0.1920 (0.2042)  loss_bbox_dn_0: 0.2527 (0.2709)  loss_bbox_dn_1: 0.1819 (0.2000)  loss_bbox_dn_2: 0.1645 (0.1792)  loss_bbox_dn_3: 0.1568 (0.1731)  loss_bbox_dn_4: 0.1551 (0.1717)  loss_bbox_dn_5: 0.1551 (0.1717)  loss_giou: 0.4670 (0.4718)  loss_giou_aux_0: 0.4907 (0.4958)  loss_giou_aux_1: 0.4872 (0.4821)  loss_giou_aux_2: 0.4736 (0.4767)  loss_giou_aux_3: 0.4619 (0.4731)  loss_giou_aux_4: 0.4664 (0.4720)  loss_giou_aux_5: 0.5537 (0.5610)  loss_giou_dn_0: 0.5722 (0.5793)  loss_giou_dn_1: 0.4775 (0.4723)  loss_giou_dn_2: 0.4416 (0.4420)  loss_giou_dn_3: 0.4292 (0.4337)  loss_giou_dn_4: 0.4241 (0.4316)  loss_giou_dn_5: 0.4237 (0.4318)  loss_vfl: 0.6661 (0.6757)  loss_vfl_aux_0: 0.8011 (0.7823)  loss_vfl_aux_1: 0.7326 (0.7330)  loss_vfl_aux_2: 0.6850 (0.7008)  loss_vfl_aux_3: 0.6949 (0.6877)  loss_vfl_aux_4: 0.6674 (0.6793)  loss_vfl_aux_5: 0.7996 (0.7634)  loss_vfl_dn_0: 0.4521 (0.4532)  loss_vfl_dn_1: 0.3921 (0.3874)  loss_vfl_dn_2: 0.3738 (0.3716)  loss_vfl_dn_3: 0.3672 (0.3641)  loss_vfl_dn_4: 0.3627 (0.3615)  loss_vfl_dn_5: 0.3625 (0.3607)  time: 0.4741  data: 0.0142  max mem: 5654
Epoch: [43]  [3000/7393]  eta: 0:35:56  lr: 0.000010  loss: 15.6237 (15.8656)  loss_bbox: 0.1320 (0.1538)  loss_bbox_aux_0: 0.1492 (0.1670)  loss_bbox_aux_1: 0.1386 (0.1590)  loss_bbox_aux_2: 0.1342 (0.1564)  loss_bbox_aux_3: 0.1311 (0.1541)  loss_bbox_aux_4: 0.1322 (0.1538)  loss_bbox_aux_5: 0.1881 (0.2041)  loss_bbox_dn_0: 0.2285 (0.2707)  loss_bbox_dn_1: 0.1631 (0.1999)  loss_bbox_dn_2: 0.1471 (0.1791)  loss_bbox_dn_3: 0.1406 (0.1731)  loss_bbox_dn_4: 0.1410 (0.1717)  loss_bbox_dn_5: 0.1409 (0.1717)  loss_giou: 0.4454 (0.4724)  loss_giou_aux_0: 0.4728 (0.4963)  loss_giou_aux_1: 0.4542 (0.4826)  loss_giou_aux_2: 0.4500 (0.4772)  loss_giou_aux_3: 0.4452 (0.4736)  loss_giou_aux_4: 0.4478 (0.4725)  loss_giou_aux_5: 0.5411 (0.5615)  loss_giou_dn_0: 0.5407 (0.5795)  loss_giou_dn_1: 0.4462 (0.4726)  loss_giou_dn_2: 0.4217 (0.4424)  loss_giou_dn_3: 0.4130 (0.4341)  loss_giou_dn_4: 0.4115 (0.4320)  loss_giou_dn_5: 0.4115 (0.4321)  loss_vfl: 0.6759 (0.6758)  loss_vfl_aux_0: 0.7654 (0.7827)  loss_vfl_aux_1: 0.7240 (0.7330)  loss_vfl_aux_2: 0.6753 (0.7009)  loss_vfl_aux_3: 0.6615 (0.6878)  loss_vfl_aux_4: 0.6613 (0.6794)  loss_vfl_aux_5: 0.7488 (0.7637)  loss_vfl_dn_0: 0.4513 (0.4532)  loss_vfl_dn_1: 0.3872 (0.3876)  loss_vfl_dn_2: 0.3702 (0.3718)  loss_vfl_dn_3: 0.3653 (0.3642)  loss_vfl_dn_4: 0.3667 (0.3617)  loss_vfl_dn_5: 0.3666 (0.3609)  time: 0.4691  data: 0.0142  max mem: 5654
Epoch: [43]  [3100/7393]  eta: 0:35:05  lr: 0.000010  loss: 16.0748 (15.8685)  loss_bbox: 0.1512 (0.1538)  loss_bbox_aux_0: 0.1692 (0.1670)  loss_bbox_aux_1: 0.1584 (0.1590)  loss_bbox_aux_2: 0.1516 (0.1564)  loss_bbox_aux_3: 0.1512 (0.1542)  loss_bbox_aux_4: 0.1484 (0.1539)  loss_bbox_aux_5: 0.1983 (0.2041)  loss_bbox_dn_0: 0.2518 (0.2707)  loss_bbox_dn_1: 0.1910 (0.1998)  loss_bbox_dn_2: 0.1742 (0.1791)  loss_bbox_dn_3: 0.1671 (0.1730)  loss_bbox_dn_4: 0.1660 (0.1716)  loss_bbox_dn_5: 0.1660 (0.1716)  loss_giou: 0.4805 (0.4728)  loss_giou_aux_0: 0.5045 (0.4966)  loss_giou_aux_1: 0.4892 (0.4830)  loss_giou_aux_2: 0.4886 (0.4776)  loss_giou_aux_3: 0.4851 (0.4740)  loss_giou_aux_4: 0.4890 (0.4730)  loss_giou_aux_5: 0.5717 (0.5619)  loss_giou_dn_0: 0.6026 (0.5797)  loss_giou_dn_1: 0.4949 (0.4727)  loss_giou_dn_2: 0.4640 (0.4425)  loss_giou_dn_3: 0.4553 (0.4342)  loss_giou_dn_4: 0.4531 (0.4321)  loss_giou_dn_5: 0.4535 (0.4323)  loss_vfl: 0.6640 (0.6756)  loss_vfl_aux_0: 0.7510 (0.7824)  loss_vfl_aux_1: 0.6942 (0.7329)  loss_vfl_aux_2: 0.6769 (0.7008)  loss_vfl_aux_3: 0.6663 (0.6876)  loss_vfl_aux_4: 0.6662 (0.6792)  loss_vfl_aux_5: 0.7529 (0.7636)  loss_vfl_dn_0: 0.4561 (0.4533)  loss_vfl_dn_1: 0.3894 (0.3876)  loss_vfl_dn_2: 0.3778 (0.3717)  loss_vfl_dn_3: 0.3701 (0.3642)  loss_vfl_dn_4: 0.3663 (0.3617)  loss_vfl_dn_5: 0.3662 (0.3609)  time: 0.4646  data: 0.0142  max mem: 5654
Epoch: [43]  [3200/7393]  eta: 0:34:15  lr: 0.000010  loss: 15.5953 (15.8681)  loss_bbox: 0.1467 (0.1538)  loss_bbox_aux_0: 0.1550 (0.1669)  loss_bbox_aux_1: 0.1502 (0.1589)  loss_bbox_aux_2: 0.1465 (0.1563)  loss_bbox_aux_3: 0.1463 (0.1540)  loss_bbox_aux_4: 0.1468 (0.1538)  loss_bbox_aux_5: 0.2030 (0.2041)  loss_bbox_dn_0: 0.2550 (0.2705)  loss_bbox_dn_1: 0.1759 (0.1997)  loss_bbox_dn_2: 0.1540 (0.1789)  loss_bbox_dn_3: 0.1487 (0.1729)  loss_bbox_dn_4: 0.1488 (0.1715)  loss_bbox_dn_5: 0.1489 (0.1715)  loss_giou: 0.4432 (0.4731)  loss_giou_aux_0: 0.4435 (0.4970)  loss_giou_aux_1: 0.4392 (0.4833)  loss_giou_aux_2: 0.4368 (0.4778)  loss_giou_aux_3: 0.4438 (0.4743)  loss_giou_aux_4: 0.4454 (0.4732)  loss_giou_aux_5: 0.5196 (0.5623)  loss_giou_dn_0: 0.5486 (0.5798)  loss_giou_dn_1: 0.4346 (0.4728)  loss_giou_dn_2: 0.4050 (0.4426)  loss_giou_dn_3: 0.4007 (0.4343)  loss_giou_dn_4: 0.3982 (0.4322)  loss_giou_dn_5: 0.3983 (0.4324)  loss_vfl: 0.6293 (0.6753)  loss_vfl_aux_0: 0.7619 (0.7822)  loss_vfl_aux_1: 0.7186 (0.7328)  loss_vfl_aux_2: 0.6711 (0.7007)  loss_vfl_aux_3: 0.6503 (0.6873)  loss_vfl_aux_4: 0.6440 (0.6789)  loss_vfl_aux_5: 0.7516 (0.7634)  loss_vfl_dn_0: 0.4522 (0.4533)  loss_vfl_dn_1: 0.3873 (0.3876)  loss_vfl_dn_2: 0.3702 (0.3717)  loss_vfl_dn_3: 0.3607 (0.3642)  loss_vfl_dn_4: 0.3576 (0.3617)  loss_vfl_dn_5: 0.3572 (0.3609)  time: 0.4759  data: 0.0140  max mem: 5654
Epoch: [43]  [3300/7393]  eta: 0:33:25  lr: 0.000010  loss: 14.8690 (15.8640)  loss_bbox: 0.1154 (0.1535)  loss_bbox_aux_0: 0.1289 (0.1667)  loss_bbox_aux_1: 0.1258 (0.1586)  loss_bbox_aux_2: 0.1172 (0.1560)  loss_bbox_aux_3: 0.1181 (0.1538)  loss_bbox_aux_4: 0.1146 (0.1535)  loss_bbox_aux_5: 0.1885 (0.2039)  loss_bbox_dn_0: 0.2217 (0.2701)  loss_bbox_dn_1: 0.1483 (0.1993)  loss_bbox_dn_2: 0.1371 (0.1786)  loss_bbox_dn_3: 0.1339 (0.1726)  loss_bbox_dn_4: 0.1307 (0.1712)  loss_bbox_dn_5: 0.1307 (0.1712)  loss_giou: 0.4616 (0.4730)  loss_giou_aux_0: 0.4956 (0.4970)  loss_giou_aux_1: 0.4783 (0.4832)  loss_giou_aux_2: 0.4650 (0.4778)  loss_giou_aux_3: 0.4663 (0.4742)  loss_giou_aux_4: 0.4619 (0.4731)  loss_giou_aux_5: 0.5893 (0.5624)  loss_giou_dn_0: 0.5637 (0.5799)  loss_giou_dn_1: 0.4634 (0.4729)  loss_giou_dn_2: 0.4350 (0.4427)  loss_giou_dn_3: 0.4301 (0.4344)  loss_giou_dn_4: 0.4286 (0.4323)  loss_giou_dn_5: 0.4299 (0.4325)  loss_vfl: 0.6549 (0.6752)  loss_vfl_aux_0: 0.7442 (0.7822)  loss_vfl_aux_1: 0.7012 (0.7331)  loss_vfl_aux_2: 0.6659 (0.7006)  loss_vfl_aux_3: 0.6603 (0.6872)  loss_vfl_aux_4: 0.6622 (0.6789)  loss_vfl_aux_5: 0.7211 (0.7630)  loss_vfl_dn_0: 0.4482 (0.4532)  loss_vfl_dn_1: 0.3785 (0.3875)  loss_vfl_dn_2: 0.3604 (0.3717)  loss_vfl_dn_3: 0.3542 (0.3642)  loss_vfl_dn_4: 0.3531 (0.3617)  loss_vfl_dn_5: 0.3511 (0.3609)  time: 0.4786  data: 0.0144  max mem: 5654
Epoch: [43]  [3400/7393]  eta: 0:32:35  lr: 0.000010  loss: 15.8088 (15.8666)  loss_bbox: 0.1474 (0.1536)  loss_bbox_aux_0: 0.1578 (0.1667)  loss_bbox_aux_1: 0.1480 (0.1587)  loss_bbox_aux_2: 0.1488 (0.1561)  loss_bbox_aux_3: 0.1479 (0.1538)  loss_bbox_aux_4: 0.1479 (0.1536)  loss_bbox_aux_5: 0.1979 (0.2040)  loss_bbox_dn_0: 0.2493 (0.2701)  loss_bbox_dn_1: 0.1915 (0.1993)  loss_bbox_dn_2: 0.1681 (0.1786)  loss_bbox_dn_3: 0.1621 (0.1725)  loss_bbox_dn_4: 0.1611 (0.1711)  loss_bbox_dn_5: 0.1612 (0.1711)  loss_giou: 0.4326 (0.4732)  loss_giou_aux_0: 0.4632 (0.4971)  loss_giou_aux_1: 0.4434 (0.4834)  loss_giou_aux_2: 0.4414 (0.4779)  loss_giou_aux_3: 0.4391 (0.4743)  loss_giou_aux_4: 0.4321 (0.4733)  loss_giou_aux_5: 0.5230 (0.5626)  loss_giou_dn_0: 0.5586 (0.5800)  loss_giou_dn_1: 0.4541 (0.4730)  loss_giou_dn_2: 0.4158 (0.4428)  loss_giou_dn_3: 0.4043 (0.4345)  loss_giou_dn_4: 0.4013 (0.4324)  loss_giou_dn_5: 0.4016 (0.4326)  loss_vfl: 0.6409 (0.6753)  loss_vfl_aux_0: 0.7758 (0.7825)  loss_vfl_aux_1: 0.7069 (0.7333)  loss_vfl_aux_2: 0.6583 (0.7007)  loss_vfl_aux_3: 0.6601 (0.6874)  loss_vfl_aux_4: 0.6450 (0.6790)  loss_vfl_aux_5: 0.7563 (0.7630)  loss_vfl_dn_0: 0.4550 (0.4533)  loss_vfl_dn_1: 0.3896 (0.3875)  loss_vfl_dn_2: 0.3681 (0.3717)  loss_vfl_dn_3: 0.3582 (0.3642)  loss_vfl_dn_4: 0.3557 (0.3617)  loss_vfl_dn_5: 0.3549 (0.3609)  time: 0.4789  data: 0.0140  max mem: 5654
Epoch: [43]  [3500/7393]  eta: 0:31:45  lr: 0.000010  loss: 15.9576 (15.8653)  loss_bbox: 0.1387 (0.1536)  loss_bbox_aux_0: 0.1491 (0.1666)  loss_bbox_aux_1: 0.1533 (0.1586)  loss_bbox_aux_2: 0.1434 (0.1560)  loss_bbox_aux_3: 0.1391 (0.1538)  loss_bbox_aux_4: 0.1382 (0.1536)  loss_bbox_aux_5: 0.1763 (0.2039)  loss_bbox_dn_0: 0.2393 (0.2701)  loss_bbox_dn_1: 0.1754 (0.1993)  loss_bbox_dn_2: 0.1581 (0.1785)  loss_bbox_dn_3: 0.1523 (0.1725)  loss_bbox_dn_4: 0.1522 (0.1711)  loss_bbox_dn_5: 0.1523 (0.1711)  loss_giou: 0.4466 (0.4731)  loss_giou_aux_0: 0.4813 (0.4970)  loss_giou_aux_1: 0.4510 (0.4832)  loss_giou_aux_2: 0.4430 (0.4778)  loss_giou_aux_3: 0.4412 (0.4742)  loss_giou_aux_4: 0.4502 (0.4732)  loss_giou_aux_5: 0.5627 (0.5625)  loss_giou_dn_0: 0.5795 (0.5800)  loss_giou_dn_1: 0.4538 (0.4730)  loss_giou_dn_2: 0.4296 (0.4428)  loss_giou_dn_3: 0.4182 (0.4345)  loss_giou_dn_4: 0.4142 (0.4324)  loss_giou_dn_5: 0.4143 (0.4326)  loss_vfl: 0.6613 (0.6753)  loss_vfl_aux_0: 0.7617 (0.7826)  loss_vfl_aux_1: 0.7327 (0.7336)  loss_vfl_aux_2: 0.6699 (0.7007)  loss_vfl_aux_3: 0.6605 (0.6873)  loss_vfl_aux_4: 0.6620 (0.6789)  loss_vfl_aux_5: 0.7436 (0.7629)  loss_vfl_dn_0: 0.4513 (0.4533)  loss_vfl_dn_1: 0.3818 (0.3875)  loss_vfl_dn_2: 0.3656 (0.3717)  loss_vfl_dn_3: 0.3584 (0.3642)  loss_vfl_dn_4: 0.3574 (0.3617)  loss_vfl_dn_5: 0.3569 (0.3609)  time: 0.4828  data: 0.0141  max mem: 5654
Epoch: [43]  [3600/7393]  eta: 0:30:55  lr: 0.000010  loss: 15.5689 (15.8616)  loss_bbox: 0.1377 (0.1534)  loss_bbox_aux_0: 0.1514 (0.1664)  loss_bbox_aux_1: 0.1481 (0.1584)  loss_bbox_aux_2: 0.1375 (0.1559)  loss_bbox_aux_3: 0.1368 (0.1537)  loss_bbox_aux_4: 0.1366 (0.1535)  loss_bbox_aux_5: 0.1726 (0.2038)  loss_bbox_dn_0: 0.2169 (0.2699)  loss_bbox_dn_1: 0.1522 (0.1991)  loss_bbox_dn_2: 0.1399 (0.1784)  loss_bbox_dn_3: 0.1355 (0.1723)  loss_bbox_dn_4: 0.1337 (0.1709)  loss_bbox_dn_5: 0.1334 (0.1709)  loss_giou: 0.4977 (0.4730)  loss_giou_aux_0: 0.5159 (0.4968)  loss_giou_aux_1: 0.4948 (0.4830)  loss_giou_aux_2: 0.5033 (0.4777)  loss_giou_aux_3: 0.5062 (0.4741)  loss_giou_aux_4: 0.4984 (0.4731)  loss_giou_aux_5: 0.5898 (0.5624)  loss_giou_dn_0: 0.5715 (0.5799)  loss_giou_dn_1: 0.4643 (0.4728)  loss_giou_dn_2: 0.4331 (0.4426)  loss_giou_dn_3: 0.4263 (0.4343)  loss_giou_dn_4: 0.4226 (0.4322)  loss_giou_dn_5: 0.4226 (0.4324)  loss_vfl: 0.6703 (0.6752)  loss_vfl_aux_0: 0.8177 (0.7830)  loss_vfl_aux_1: 0.7153 (0.7339)  loss_vfl_aux_2: 0.7007 (0.7007)  loss_vfl_aux_3: 0.6892 (0.6872)  loss_vfl_aux_4: 0.6741 (0.6788)  loss_vfl_aux_5: 0.7683 (0.7629)  loss_vfl_dn_0: 0.4538 (0.4532)  loss_vfl_dn_1: 0.3875 (0.3875)  loss_vfl_dn_2: 0.3698 (0.3716)  loss_vfl_dn_3: 0.3631 (0.3641)  loss_vfl_dn_4: 0.3628 (0.3616)  loss_vfl_dn_5: 0.3613 (0.3608)  time: 0.4847  data: 0.0146  max mem: 5654
Epoch: [43]  [3700/7393]  eta: 0:30:05  lr: 0.000010  loss: 16.0878 (15.8662)  loss_bbox: 0.1447 (0.1535)  loss_bbox_aux_0: 0.1779 (0.1665)  loss_bbox_aux_1: 0.1561 (0.1584)  loss_bbox_aux_2: 0.1644 (0.1560)  loss_bbox_aux_3: 0.1476 (0.1537)  loss_bbox_aux_4: 0.1440 (0.1535)  loss_bbox_aux_5: 0.2075 (0.2039)  loss_bbox_dn_0: 0.2527 (0.2698)  loss_bbox_dn_1: 0.1860 (0.1990)  loss_bbox_dn_2: 0.1598 (0.1783)  loss_bbox_dn_3: 0.1575 (0.1722)  loss_bbox_dn_4: 0.1567 (0.1708)  loss_bbox_dn_5: 0.1570 (0.1708)  loss_giou: 0.4721 (0.4732)  loss_giou_aux_0: 0.5098 (0.4971)  loss_giou_aux_1: 0.4847 (0.4833)  loss_giou_aux_2: 0.4821 (0.4779)  loss_giou_aux_3: 0.4799 (0.4743)  loss_giou_aux_4: 0.4742 (0.4733)  loss_giou_aux_5: 0.5711 (0.5627)  loss_giou_dn_0: 0.5897 (0.5801)  loss_giou_dn_1: 0.4772 (0.4730)  loss_giou_dn_2: 0.4472 (0.4428)  loss_giou_dn_3: 0.4322 (0.4345)  loss_giou_dn_4: 0.4296 (0.4324)  loss_giou_dn_5: 0.4294 (0.4326)  loss_vfl: 0.6843 (0.6755)  loss_vfl_aux_0: 0.8045 (0.7832)  loss_vfl_aux_1: 0.7718 (0.7344)  loss_vfl_aux_2: 0.7136 (0.7009)  loss_vfl_aux_3: 0.7030 (0.6875)  loss_vfl_aux_4: 0.6849 (0.6791)  loss_vfl_aux_5: 0.7656 (0.7629)  loss_vfl_dn_0: 0.4531 (0.4533)  loss_vfl_dn_1: 0.3893 (0.3875)  loss_vfl_dn_2: 0.3743 (0.3717)  loss_vfl_dn_3: 0.3706 (0.3642)  loss_vfl_dn_4: 0.3644 (0.3617)  loss_vfl_dn_5: 0.3620 (0.3609)  time: 0.4882  data: 0.0136  max mem: 5654
Epoch: [43]  [3800/7393]  eta: 0:29:15  lr: 0.000010  loss: 16.0056 (15.8707)  loss_bbox: 0.1398 (0.1535)  loss_bbox_aux_0: 0.1547 (0.1665)  loss_bbox_aux_1: 0.1470 (0.1584)  loss_bbox_aux_2: 0.1482 (0.1560)  loss_bbox_aux_3: 0.1437 (0.1537)  loss_bbox_aux_4: 0.1428 (0.1535)  loss_bbox_aux_5: 0.1973 (0.2038)  loss_bbox_dn_0: 0.2225 (0.2698)  loss_bbox_dn_1: 0.1656 (0.1990)  loss_bbox_dn_2: 0.1447 (0.1783)  loss_bbox_dn_3: 0.1387 (0.1723)  loss_bbox_dn_4: 0.1379 (0.1709)  loss_bbox_dn_5: 0.1379 (0.1709)  loss_giou: 0.4668 (0.4732)  loss_giou_aux_0: 0.5080 (0.4972)  loss_giou_aux_1: 0.4854 (0.4834)  loss_giou_aux_2: 0.4679 (0.4780)  loss_giou_aux_3: 0.4703 (0.4744)  loss_giou_aux_4: 0.4675 (0.4734)  loss_giou_aux_5: 0.5728 (0.5628)  loss_giou_dn_0: 0.5925 (0.5804)  loss_giou_dn_1: 0.4848 (0.4733)  loss_giou_dn_2: 0.4556 (0.4431)  loss_giou_dn_3: 0.4518 (0.4347)  loss_giou_dn_4: 0.4506 (0.4327)  loss_giou_dn_5: 0.4504 (0.4328)  loss_vfl: 0.6679 (0.6757)  loss_vfl_aux_0: 0.7651 (0.7833)  loss_vfl_aux_1: 0.7250 (0.7348)  loss_vfl_aux_2: 0.6870 (0.7010)  loss_vfl_aux_3: 0.6774 (0.6876)  loss_vfl_aux_4: 0.6720 (0.6793)  loss_vfl_aux_5: 0.7630 (0.7631)  loss_vfl_dn_0: 0.4582 (0.4534)  loss_vfl_dn_1: 0.3942 (0.3876)  loss_vfl_dn_2: 0.3758 (0.3718)  loss_vfl_dn_3: 0.3726 (0.3643)  loss_vfl_dn_4: 0.3690 (0.3618)  loss_vfl_dn_5: 0.3691 (0.3610)  time: 0.4800  data: 0.0141  max mem: 5654
Epoch: [43]  [3900/7393]  eta: 0:28:26  lr: 0.000010  loss: 15.8258 (15.8695)  loss_bbox: 0.1446 (0.1534)  loss_bbox_aux_0: 0.1591 (0.1664)  loss_bbox_aux_1: 0.1567 (0.1583)  loss_bbox_aux_2: 0.1515 (0.1558)  loss_bbox_aux_3: 0.1480 (0.1536)  loss_bbox_aux_4: 0.1454 (0.1534)  loss_bbox_aux_5: 0.2038 (0.2037)  loss_bbox_dn_0: 0.2479 (0.2695)  loss_bbox_dn_1: 0.1952 (0.1988)  loss_bbox_dn_2: 0.1683 (0.1780)  loss_bbox_dn_3: 0.1619 (0.1720)  loss_bbox_dn_4: 0.1572 (0.1706)  loss_bbox_dn_5: 0.1572 (0.1706)  loss_giou: 0.4273 (0.4734)  loss_giou_aux_0: 0.4535 (0.4975)  loss_giou_aux_1: 0.4392 (0.4836)  loss_giou_aux_2: 0.4354 (0.4782)  loss_giou_aux_3: 0.4287 (0.4746)  loss_giou_aux_4: 0.4265 (0.4735)  loss_giou_aux_5: 0.5248 (0.5630)  loss_giou_dn_0: 0.5522 (0.5806)  loss_giou_dn_1: 0.4482 (0.4734)  loss_giou_dn_2: 0.4130 (0.4431)  loss_giou_dn_3: 0.4006 (0.4348)  loss_giou_dn_4: 0.3992 (0.4327)  loss_giou_dn_5: 0.3995 (0.4329)  loss_vfl: 0.6469 (0.6756)  loss_vfl_aux_0: 0.7403 (0.7831)  loss_vfl_aux_1: 0.7008 (0.7346)  loss_vfl_aux_2: 0.6654 (0.7010)  loss_vfl_aux_3: 0.6513 (0.6875)  loss_vfl_aux_4: 0.6511 (0.6793)  loss_vfl_aux_5: 0.7440 (0.7628)  loss_vfl_dn_0: 0.4517 (0.4534)  loss_vfl_dn_1: 0.3852 (0.3876)  loss_vfl_dn_2: 0.3707 (0.3718)  loss_vfl_dn_3: 0.3632 (0.3643)  loss_vfl_dn_4: 0.3609 (0.3618)  loss_vfl_dn_5: 0.3598 (0.3610)  time: 0.4824  data: 0.0137  max mem: 5654
Epoch: [43]  [4000/7393]  eta: 0:27:36  lr: 0.000010  loss: 15.4893 (15.8687)  loss_bbox: 0.1388 (0.1533)  loss_bbox_aux_0: 0.1469 (0.1664)  loss_bbox_aux_1: 0.1465 (0.1583)  loss_bbox_aux_2: 0.1396 (0.1558)  loss_bbox_aux_3: 0.1394 (0.1536)  loss_bbox_aux_4: 0.1388 (0.1534)  loss_bbox_aux_5: 0.1861 (0.2037)  loss_bbox_dn_0: 0.2411 (0.2697)  loss_bbox_dn_1: 0.1765 (0.1989)  loss_bbox_dn_2: 0.1535 (0.1781)  loss_bbox_dn_3: 0.1479 (0.1721)  loss_bbox_dn_4: 0.1463 (0.1707)  loss_bbox_dn_5: 0.1462 (0.1707)  loss_giou: 0.5082 (0.4731)  loss_giou_aux_0: 0.5181 (0.4972)  loss_giou_aux_1: 0.5098 (0.4832)  loss_giou_aux_2: 0.5051 (0.4778)  loss_giou_aux_3: 0.5011 (0.4743)  loss_giou_aux_4: 0.5026 (0.4732)  loss_giou_aux_5: 0.5974 (0.5628)  loss_giou_dn_0: 0.6060 (0.5805)  loss_giou_dn_1: 0.4993 (0.4733)  loss_giou_dn_2: 0.4692 (0.4430)  loss_giou_dn_3: 0.4596 (0.4347)  loss_giou_dn_4: 0.4571 (0.4326)  loss_giou_dn_5: 0.4572 (0.4328)  loss_vfl: 0.6526 (0.6759)  loss_vfl_aux_0: 0.7484 (0.7834)  loss_vfl_aux_1: 0.6925 (0.7349)  loss_vfl_aux_2: 0.6790 (0.7014)  loss_vfl_aux_3: 0.6691 (0.6877)  loss_vfl_aux_4: 0.6567 (0.6795)  loss_vfl_aux_5: 0.7359 (0.7630)  loss_vfl_dn_0: 0.4438 (0.4534)  loss_vfl_dn_1: 0.3850 (0.3876)  loss_vfl_dn_2: 0.3709 (0.3718)  loss_vfl_dn_3: 0.3642 (0.3643)  loss_vfl_dn_4: 0.3611 (0.3618)  loss_vfl_dn_5: 0.3605 (0.3609)  time: 0.4858  data: 0.0139  max mem: 5654
Epoch: [43]  [4100/7393]  eta: 0:26:51  lr: 0.000010  loss: 15.8556 (15.8701)  loss_bbox: 0.1491 (0.1533)  loss_bbox_aux_0: 0.1674 (0.1664)  loss_bbox_aux_1: 0.1590 (0.1583)  loss_bbox_aux_2: 0.1550 (0.1558)  loss_bbox_aux_3: 0.1493 (0.1536)  loss_bbox_aux_4: 0.1494 (0.1533)  loss_bbox_aux_5: 0.2023 (0.2037)  loss_bbox_dn_0: 0.2640 (0.2697)  loss_bbox_dn_1: 0.1954 (0.1989)  loss_bbox_dn_2: 0.1703 (0.1782)  loss_bbox_dn_3: 0.1642 (0.1721)  loss_bbox_dn_4: 0.1609 (0.1708)  loss_bbox_dn_5: 0.1609 (0.1708)  loss_giou: 0.4679 (0.4733)  loss_giou_aux_0: 0.4831 (0.4973)  loss_giou_aux_1: 0.4722 (0.4835)  loss_giou_aux_2: 0.4744 (0.4780)  loss_giou_aux_3: 0.4683 (0.4745)  loss_giou_aux_4: 0.4677 (0.4734)  loss_giou_aux_5: 0.5533 (0.5630)  loss_giou_dn_0: 0.5757 (0.5806)  loss_giou_dn_1: 0.4666 (0.4734)  loss_giou_dn_2: 0.4386 (0.4431)  loss_giou_dn_3: 0.4313 (0.4348)  loss_giou_dn_4: 0.4290 (0.4327)  loss_giou_dn_5: 0.4291 (0.4329)  loss_vfl: 0.6583 (0.6758)  loss_vfl_aux_0: 0.7550 (0.7833)  loss_vfl_aux_1: 0.7152 (0.7349)  loss_vfl_aux_2: 0.6706 (0.7013)  loss_vfl_aux_3: 0.6566 (0.6876)  loss_vfl_aux_4: 0.6539 (0.6794)  loss_vfl_aux_5: 0.7523 (0.7631)  loss_vfl_dn_0: 0.4518 (0.4534)  loss_vfl_dn_1: 0.3861 (0.3876)  loss_vfl_dn_2: 0.3695 (0.3718)  loss_vfl_dn_3: 0.3614 (0.3642)  loss_vfl_dn_4: 0.3587 (0.3617)  loss_vfl_dn_5: 0.3573 (0.3609)  time: 0.4954  data: 0.0144  max mem: 5654
Epoch: [43]  [4200/7393]  eta: 0:26:02  lr: 0.000010  loss: 15.9334 (15.8769)  loss_bbox: 0.1482 (0.1534)  loss_bbox_aux_0: 0.1533 (0.1666)  loss_bbox_aux_1: 0.1440 (0.1584)  loss_bbox_aux_2: 0.1474 (0.1559)  loss_bbox_aux_3: 0.1461 (0.1537)  loss_bbox_aux_4: 0.1465 (0.1534)  loss_bbox_aux_5: 0.1873 (0.2038)  loss_bbox_dn_0: 0.2527 (0.2698)  loss_bbox_dn_1: 0.1991 (0.1990)  loss_bbox_dn_2: 0.1858 (0.1782)  loss_bbox_dn_3: 0.1756 (0.1722)  loss_bbox_dn_4: 0.1717 (0.1708)  loss_bbox_dn_5: 0.1714 (0.1708)  loss_giou: 0.4301 (0.4737)  loss_giou_aux_0: 0.4564 (0.4978)  loss_giou_aux_1: 0.4498 (0.4839)  loss_giou_aux_2: 0.4359 (0.4785)  loss_giou_aux_3: 0.4330 (0.4749)  loss_giou_aux_4: 0.4269 (0.4738)  loss_giou_aux_5: 0.5219 (0.5633)  loss_giou_dn_0: 0.5613 (0.5808)  loss_giou_dn_1: 0.4649 (0.4736)  loss_giou_dn_2: 0.4364 (0.4433)  loss_giou_dn_3: 0.4318 (0.4350)  loss_giou_dn_4: 0.4287 (0.4329)  loss_giou_dn_5: 0.4287 (0.4331)  loss_vfl: 0.6583 (0.6759)  loss_vfl_aux_0: 0.7931 (0.7835)  loss_vfl_aux_1: 0.7242 (0.7352)  loss_vfl_aux_2: 0.7075 (0.7015)  loss_vfl_aux_3: 0.6676 (0.6877)  loss_vfl_aux_4: 0.6839 (0.6796)  loss_vfl_aux_5: 0.7735 (0.7630)  loss_vfl_dn_0: 0.4547 (0.4534)  loss_vfl_dn_1: 0.3896 (0.3877)  loss_vfl_dn_2: 0.3751 (0.3719)  loss_vfl_dn_3: 0.3653 (0.3643)  loss_vfl_dn_4: 0.3620 (0.3618)  loss_vfl_dn_5: 0.3640 (0.3610)  time: 0.4847  data: 0.0142  max mem: 5654
Epoch: [43]  [4300/7393]  eta: 0:25:12  lr: 0.000010  loss: 15.7171 (15.8770)  loss_bbox: 0.1465 (0.1534)  loss_bbox_aux_0: 0.1586 (0.1665)  loss_bbox_aux_1: 0.1479 (0.1583)  loss_bbox_aux_2: 0.1386 (0.1558)  loss_bbox_aux_3: 0.1507 (0.1536)  loss_bbox_aux_4: 0.1491 (0.1534)  loss_bbox_aux_5: 0.1805 (0.2036)  loss_bbox_dn_0: 0.2189 (0.2694)  loss_bbox_dn_1: 0.1652 (0.1988)  loss_bbox_dn_2: 0.1533 (0.1780)  loss_bbox_dn_3: 0.1521 (0.1720)  loss_bbox_dn_4: 0.1523 (0.1706)  loss_bbox_dn_5: 0.1523 (0.1706)  loss_giou: 0.4389 (0.4742)  loss_giou_aux_0: 0.4734 (0.4981)  loss_giou_aux_1: 0.4577 (0.4843)  loss_giou_aux_2: 0.4507 (0.4789)  loss_giou_aux_3: 0.4388 (0.4754)  loss_giou_aux_4: 0.4312 (0.4742)  loss_giou_aux_5: 0.5249 (0.5636)  loss_giou_dn_0: 0.5538 (0.5809)  loss_giou_dn_1: 0.4460 (0.4738)  loss_giou_dn_2: 0.4204 (0.4435)  loss_giou_dn_3: 0.4111 (0.4352)  loss_giou_dn_4: 0.4083 (0.4331)  loss_giou_dn_5: 0.4084 (0.4333)  loss_vfl: 0.6579 (0.6756)  loss_vfl_aux_0: 0.7681 (0.7831)  loss_vfl_aux_1: 0.7054 (0.7350)  loss_vfl_aux_2: 0.6747 (0.7012)  loss_vfl_aux_3: 0.6660 (0.6873)  loss_vfl_aux_4: 0.6667 (0.6793)  loss_vfl_aux_5: 0.7289 (0.7627)  loss_vfl_dn_0: 0.4556 (0.4534)  loss_vfl_dn_1: 0.3898 (0.3877)  loss_vfl_dn_2: 0.3711 (0.3719)  loss_vfl_dn_3: 0.3641 (0.3643)  loss_vfl_dn_4: 0.3623 (0.3618)  loss_vfl_dn_5: 0.3611 (0.3610)  time: 0.4888  data: 0.0140  max mem: 5654
Epoch: [43]  [4400/7393]  eta: 0:24:23  lr: 0.000010  loss: 16.4209 (15.8767)  loss_bbox: 0.1458 (0.1533)  loss_bbox_aux_0: 0.1576 (0.1664)  loss_bbox_aux_1: 0.1478 (0.1582)  loss_bbox_aux_2: 0.1414 (0.1557)  loss_bbox_aux_3: 0.1376 (0.1536)  loss_bbox_aux_4: 0.1462 (0.1533)  loss_bbox_aux_5: 0.1855 (0.2035)  loss_bbox_dn_0: 0.2262 (0.2691)  loss_bbox_dn_1: 0.1637 (0.1985)  loss_bbox_dn_2: 0.1416 (0.1778)  loss_bbox_dn_3: 0.1359 (0.1718)  loss_bbox_dn_4: 0.1371 (0.1704)  loss_bbox_dn_5: 0.1370 (0.1704)  loss_giou: 0.4991 (0.4743)  loss_giou_aux_0: 0.5277 (0.4983)  loss_giou_aux_1: 0.5040 (0.4844)  loss_giou_aux_2: 0.5087 (0.4791)  loss_giou_aux_3: 0.5097 (0.4755)  loss_giou_aux_4: 0.5088 (0.4744)  loss_giou_aux_5: 0.5729 (0.5638)  loss_giou_dn_0: 0.5947 (0.5809)  loss_giou_dn_1: 0.4859 (0.4738)  loss_giou_dn_2: 0.4537 (0.4436)  loss_giou_dn_3: 0.4462 (0.4352)  loss_giou_dn_4: 0.4459 (0.4331)  loss_giou_dn_5: 0.4457 (0.4333)  loss_vfl: 0.6452 (0.6756)  loss_vfl_aux_0: 0.7291 (0.7831)  loss_vfl_aux_1: 0.6865 (0.7351)  loss_vfl_aux_2: 0.6606 (0.7014)  loss_vfl_aux_3: 0.6491 (0.6873)  loss_vfl_aux_4: 0.6469 (0.6793)  loss_vfl_aux_5: 0.7490 (0.7627)  loss_vfl_dn_0: 0.4482 (0.4534)  loss_vfl_dn_1: 0.3891 (0.3877)  loss_vfl_dn_2: 0.3729 (0.3718)  loss_vfl_dn_3: 0.3656 (0.3643)  loss_vfl_dn_4: 0.3637 (0.3618)  loss_vfl_dn_5: 0.3637 (0.3610)  time: 0.4763  data: 0.0139  max mem: 5654
Epoch: [43]  [4500/7393]  eta: 0:23:37  lr: 0.000010  loss: 16.2771 (15.8790)  loss_bbox: 0.1455 (0.1533)  loss_bbox_aux_0: 0.1559 (0.1665)  loss_bbox_aux_1: 0.1439 (0.1582)  loss_bbox_aux_2: 0.1453 (0.1557)  loss_bbox_aux_3: 0.1418 (0.1536)  loss_bbox_aux_4: 0.1393 (0.1533)  loss_bbox_aux_5: 0.1946 (0.2036)  loss_bbox_dn_0: 0.2519 (0.2692)  loss_bbox_dn_1: 0.1793 (0.1985)  loss_bbox_dn_2: 0.1529 (0.1778)  loss_bbox_dn_3: 0.1426 (0.1718)  loss_bbox_dn_4: 0.1434 (0.1704)  loss_bbox_dn_5: 0.1434 (0.1704)  loss_giou: 0.4913 (0.4743)  loss_giou_aux_0: 0.5172 (0.4983)  loss_giou_aux_1: 0.4790 (0.4844)  loss_giou_aux_2: 0.4939 (0.4790)  loss_giou_aux_3: 0.4896 (0.4755)  loss_giou_aux_4: 0.4913 (0.4744)  loss_giou_aux_5: 0.5877 (0.5638)  loss_giou_dn_0: 0.5893 (0.5810)  loss_giou_dn_1: 0.4857 (0.4738)  loss_giou_dn_2: 0.4544 (0.4435)  loss_giou_dn_3: 0.4413 (0.4352)  loss_giou_dn_4: 0.4395 (0.4331)  loss_giou_dn_5: 0.4394 (0.4333)  loss_vfl: 0.6615 (0.6758)  loss_vfl_aux_0: 0.7650 (0.7835)  loss_vfl_aux_1: 0.7250 (0.7355)  loss_vfl_aux_2: 0.6831 (0.7017)  loss_vfl_aux_3: 0.6843 (0.6875)  loss_vfl_aux_4: 0.6634 (0.6795)  loss_vfl_aux_5: 0.7504 (0.7629)  loss_vfl_dn_0: 0.4558 (0.4535)  loss_vfl_dn_1: 0.3877 (0.3878)  loss_vfl_dn_2: 0.3736 (0.3719)  loss_vfl_dn_3: 0.3650 (0.3644)  loss_vfl_dn_4: 0.3626 (0.3619)  loss_vfl_dn_5: 0.3630 (0.3611)  time: 0.4720  data: 0.0138  max mem: 5654
Epoch: [43]  [4600/7393]  eta: 0:22:47  lr: 0.000010  loss: 15.9233 (15.8777)  loss_bbox: 0.1397 (0.1534)  loss_bbox_aux_0: 0.1461 (0.1665)  loss_bbox_aux_1: 0.1449 (0.1583)  loss_bbox_aux_2: 0.1440 (0.1558)  loss_bbox_aux_3: 0.1353 (0.1537)  loss_bbox_aux_4: 0.1394 (0.1534)  loss_bbox_aux_5: 0.1885 (0.2036)  loss_bbox_dn_0: 0.2517 (0.2696)  loss_bbox_dn_1: 0.1849 (0.1987)  loss_bbox_dn_2: 0.1631 (0.1780)  loss_bbox_dn_3: 0.1535 (0.1720)  loss_bbox_dn_4: 0.1510 (0.1706)  loss_bbox_dn_5: 0.1510 (0.1706)  loss_giou: 0.4255 (0.4737)  loss_giou_aux_0: 0.4399 (0.4977)  loss_giou_aux_1: 0.4235 (0.4838)  loss_giou_aux_2: 0.4276 (0.4785)  loss_giou_aux_3: 0.4154 (0.4750)  loss_giou_aux_4: 0.4261 (0.4738)  loss_giou_aux_5: 0.4904 (0.5632)  loss_giou_dn_0: 0.5805 (0.5807)  loss_giou_dn_1: 0.4489 (0.4735)  loss_giou_dn_2: 0.4278 (0.4433)  loss_giou_dn_3: 0.4143 (0.4350)  loss_giou_dn_4: 0.4103 (0.4329)  loss_giou_dn_5: 0.4103 (0.4331)  loss_vfl: 0.6608 (0.6761)  loss_vfl_aux_0: 0.7617 (0.7839)  loss_vfl_aux_1: 0.7256 (0.7359)  loss_vfl_aux_2: 0.7020 (0.7020)  loss_vfl_aux_3: 0.6826 (0.6878)  loss_vfl_aux_4: 0.6795 (0.6798)  loss_vfl_aux_5: 0.7553 (0.7635)  loss_vfl_dn_0: 0.4589 (0.4535)  loss_vfl_dn_1: 0.3916 (0.3877)  loss_vfl_dn_2: 0.3769 (0.3718)  loss_vfl_dn_3: 0.3668 (0.3643)  loss_vfl_dn_4: 0.3657 (0.3618)  loss_vfl_dn_5: 0.3658 (0.3610)  time: 0.4765  data: 0.0139  max mem: 5654
Epoch: [43]  [4700/7393]  eta: 0:21:58  lr: 0.000010  loss: 14.8481 (15.8720)  loss_bbox: 0.1415 (0.1534)  loss_bbox_aux_0: 0.1501 (0.1665)  loss_bbox_aux_1: 0.1440 (0.1583)  loss_bbox_aux_2: 0.1389 (0.1558)  loss_bbox_aux_3: 0.1389 (0.1537)  loss_bbox_aux_4: 0.1392 (0.1534)  loss_bbox_aux_5: 0.1829 (0.2036)  loss_bbox_dn_0: 0.2571 (0.2696)  loss_bbox_dn_1: 0.1937 (0.1988)  loss_bbox_dn_2: 0.1673 (0.1781)  loss_bbox_dn_3: 0.1597 (0.1720)  loss_bbox_dn_4: 0.1584 (0.1706)  loss_bbox_dn_5: 0.1584 (0.1706)  loss_giou: 0.4155 (0.4732)  loss_giou_aux_0: 0.4450 (0.4971)  loss_giou_aux_1: 0.4186 (0.4832)  loss_giou_aux_2: 0.4115 (0.4779)  loss_giou_aux_3: 0.4112 (0.4744)  loss_giou_aux_4: 0.4145 (0.4732)  loss_giou_aux_5: 0.4957 (0.5625)  loss_giou_dn_0: 0.5401 (0.5804)  loss_giou_dn_1: 0.4308 (0.4732)  loss_giou_dn_2: 0.3984 (0.4430)  loss_giou_dn_3: 0.3951 (0.4346)  loss_giou_dn_4: 0.3950 (0.4325)  loss_giou_dn_5: 0.3952 (0.4327)  loss_vfl: 0.6716 (0.6761)  loss_vfl_aux_0: 0.7811 (0.7841)  loss_vfl_aux_1: 0.7434 (0.7361)  loss_vfl_aux_2: 0.7006 (0.7021)  loss_vfl_aux_3: 0.6861 (0.6880)  loss_vfl_aux_4: 0.6747 (0.6799)  loss_vfl_aux_5: 0.7563 (0.7636)  loss_vfl_dn_0: 0.4501 (0.4535)  loss_vfl_dn_1: 0.3763 (0.3877)  loss_vfl_dn_2: 0.3614 (0.3717)  loss_vfl_dn_3: 0.3535 (0.3642)  loss_vfl_dn_4: 0.3503 (0.3617)  loss_vfl_dn_5: 0.3487 (0.3609)  time: 0.4731  data: 0.0141  max mem: 5654
Epoch: [43]  [4800/7393]  eta: 0:21:09  lr: 0.000010  loss: 15.7334 (15.8693)  loss_bbox: 0.1483 (0.1532)  loss_bbox_aux_0: 0.1505 (0.1664)  loss_bbox_aux_1: 0.1520 (0.1582)  loss_bbox_aux_2: 0.1503 (0.1557)  loss_bbox_aux_3: 0.1485 (0.1536)  loss_bbox_aux_4: 0.1496 (0.1533)  loss_bbox_aux_5: 0.1895 (0.2034)  loss_bbox_dn_0: 0.2587 (0.2696)  loss_bbox_dn_1: 0.1899 (0.1987)  loss_bbox_dn_2: 0.1643 (0.1780)  loss_bbox_dn_3: 0.1592 (0.1720)  loss_bbox_dn_4: 0.1579 (0.1706)  loss_bbox_dn_5: 0.1580 (0.1706)  loss_giou: 0.4192 (0.4731)  loss_giou_aux_0: 0.4462 (0.4971)  loss_giou_aux_1: 0.4240 (0.4831)  loss_giou_aux_2: 0.4247 (0.4778)  loss_giou_aux_3: 0.4201 (0.4743)  loss_giou_aux_4: 0.4192 (0.4732)  loss_giou_aux_5: 0.5227 (0.5625)  loss_giou_dn_0: 0.5723 (0.5805)  loss_giou_dn_1: 0.4651 (0.4732)  loss_giou_dn_2: 0.4343 (0.4430)  loss_giou_dn_3: 0.4169 (0.4346)  loss_giou_dn_4: 0.4155 (0.4326)  loss_giou_dn_5: 0.4156 (0.4327)  loss_vfl: 0.6667 (0.6759)  loss_vfl_aux_0: 0.7705 (0.7839)  loss_vfl_aux_1: 0.7147 (0.7359)  loss_vfl_aux_2: 0.6926 (0.7020)  loss_vfl_aux_3: 0.6721 (0.6878)  loss_vfl_aux_4: 0.6747 (0.6797)  loss_vfl_aux_5: 0.7435 (0.7635)  loss_vfl_dn_0: 0.4450 (0.4535)  loss_vfl_dn_1: 0.3925 (0.3876)  loss_vfl_dn_2: 0.3762 (0.3717)  loss_vfl_dn_3: 0.3699 (0.3642)  loss_vfl_dn_4: 0.3678 (0.3617)  loss_vfl_dn_5: 0.3667 (0.3609)  time: 0.4911  data: 0.0141  max mem: 5654
Epoch: [43]  [4900/7393]  eta: 0:20:19  lr: 0.000010  loss: 15.2438 (15.8659)  loss_bbox: 0.1361 (0.1531)  loss_bbox_aux_0: 0.1490 (0.1663)  loss_bbox_aux_1: 0.1404 (0.1581)  loss_bbox_aux_2: 0.1403 (0.1555)  loss_bbox_aux_3: 0.1375 (0.1534)  loss_bbox_aux_4: 0.1350 (0.1531)  loss_bbox_aux_5: 0.1903 (0.2034)  loss_bbox_dn_0: 0.2583 (0.2696)  loss_bbox_dn_1: 0.1726 (0.1986)  loss_bbox_dn_2: 0.1565 (0.1779)  loss_bbox_dn_3: 0.1491 (0.1719)  loss_bbox_dn_4: 0.1488 (0.1705)  loss_bbox_dn_5: 0.1488 (0.1705)  loss_giou: 0.4362 (0.4729)  loss_giou_aux_0: 0.4676 (0.4969)  loss_giou_aux_1: 0.4551 (0.4830)  loss_giou_aux_2: 0.4496 (0.4776)  loss_giou_aux_3: 0.4484 (0.4741)  loss_giou_aux_4: 0.4297 (0.4730)  loss_giou_aux_5: 0.5219 (0.5623)  loss_giou_dn_0: 0.5453 (0.5804)  loss_giou_dn_1: 0.4377 (0.4732)  loss_giou_dn_2: 0.4153 (0.4429)  loss_giou_dn_3: 0.4107 (0.4346)  loss_giou_dn_4: 0.4102 (0.4325)  loss_giou_dn_5: 0.4100 (0.4327)  loss_vfl: 0.6496 (0.6759)  loss_vfl_aux_0: 0.7380 (0.7838)  loss_vfl_aux_1: 0.7158 (0.7359)  loss_vfl_aux_2: 0.6786 (0.7020)  loss_vfl_aux_3: 0.6545 (0.6878)  loss_vfl_aux_4: 0.6485 (0.6797)  loss_vfl_aux_5: 0.7197 (0.7633)  loss_vfl_dn_0: 0.4519 (0.4534)  loss_vfl_dn_1: 0.3868 (0.3876)  loss_vfl_dn_2: 0.3703 (0.3716)  loss_vfl_dn_3: 0.3636 (0.3641)  loss_vfl_dn_4: 0.3602 (0.3616)  loss_vfl_dn_5: 0.3613 (0.3608)  time: 0.4754  data: 0.0141  max mem: 5654
Epoch: [43]  [5000/7393]  eta: 0:19:30  lr: 0.000010  loss: 15.8548 (15.8650)  loss_bbox: 0.1634 (0.1531)  loss_bbox_aux_0: 0.1816 (0.1663)  loss_bbox_aux_1: 0.1671 (0.1581)  loss_bbox_aux_2: 0.1629 (0.1556)  loss_bbox_aux_3: 0.1592 (0.1535)  loss_bbox_aux_4: 0.1637 (0.1532)  loss_bbox_aux_5: 0.2227 (0.2035)  loss_bbox_dn_0: 0.2637 (0.2696)  loss_bbox_dn_1: 0.1979 (0.1987)  loss_bbox_dn_2: 0.1727 (0.1780)  loss_bbox_dn_3: 0.1697 (0.1719)  loss_bbox_dn_4: 0.1683 (0.1705)  loss_bbox_dn_5: 0.1681 (0.1705)  loss_giou: 0.4225 (0.4727)  loss_giou_aux_0: 0.4466 (0.4968)  loss_giou_aux_1: 0.4385 (0.4828)  loss_giou_aux_2: 0.4373 (0.4774)  loss_giou_aux_3: 0.4250 (0.4739)  loss_giou_aux_4: 0.4224 (0.4728)  loss_giou_aux_5: 0.5004 (0.5622)  loss_giou_dn_0: 0.5688 (0.5803)  loss_giou_dn_1: 0.4603 (0.4730)  loss_giou_dn_2: 0.4291 (0.4428)  loss_giou_dn_3: 0.4169 (0.4344)  loss_giou_dn_4: 0.4126 (0.4324)  loss_giou_dn_5: 0.4127 (0.4325)  loss_vfl: 0.6790 (0.6760)  loss_vfl_aux_0: 0.8037 (0.7838)  loss_vfl_aux_1: 0.7689 (0.7361)  loss_vfl_aux_2: 0.7201 (0.7022)  loss_vfl_aux_3: 0.6941 (0.6880)  loss_vfl_aux_4: 0.6807 (0.6798)  loss_vfl_aux_5: 0.7868 (0.7634)  loss_vfl_dn_0: 0.4576 (0.4535)  loss_vfl_dn_1: 0.3865 (0.3876)  loss_vfl_dn_2: 0.3725 (0.3716)  loss_vfl_dn_3: 0.3652 (0.3641)  loss_vfl_dn_4: 0.3618 (0.3616)  loss_vfl_dn_5: 0.3609 (0.3608)  time: 0.4842  data: 0.0141  max mem: 5654
Epoch: [43]  [5100/7393]  eta: 0:18:40  lr: 0.000010  loss: 15.7385 (15.8584)  loss_bbox: 0.1465 (0.1530)  loss_bbox_aux_0: 0.1670 (0.1663)  loss_bbox_aux_1: 0.1525 (0.1580)  loss_bbox_aux_2: 0.1498 (0.1555)  loss_bbox_aux_3: 0.1456 (0.1534)  loss_bbox_aux_4: 0.1465 (0.1531)  loss_bbox_aux_5: 0.2161 (0.2035)  loss_bbox_dn_0: 0.2956 (0.2696)  loss_bbox_dn_1: 0.2103 (0.1986)  loss_bbox_dn_2: 0.1894 (0.1779)  loss_bbox_dn_3: 0.1783 (0.1718)  loss_bbox_dn_4: 0.1734 (0.1704)  loss_bbox_dn_5: 0.1727 (0.1704)  loss_giou: 0.4262 (0.4724)  loss_giou_aux_0: 0.4781 (0.4964)  loss_giou_aux_1: 0.4414 (0.4824)  loss_giou_aux_2: 0.4326 (0.4771)  loss_giou_aux_3: 0.4343 (0.4735)  loss_giou_aux_4: 0.4275 (0.4724)  loss_giou_aux_5: 0.5293 (0.5618)  loss_giou_dn_0: 0.5559 (0.5798)  loss_giou_dn_1: 0.4506 (0.4726)  loss_giou_dn_2: 0.4305 (0.4424)  loss_giou_dn_3: 0.4210 (0.4340)  loss_giou_dn_4: 0.4186 (0.4320)  loss_giou_dn_5: 0.4187 (0.4321)  loss_vfl: 0.6563 (0.6760)  loss_vfl_aux_0: 0.7553 (0.7837)  loss_vfl_aux_1: 0.7062 (0.7362)  loss_vfl_aux_2: 0.6860 (0.7023)  loss_vfl_aux_3: 0.6841 (0.6880)  loss_vfl_aux_4: 0.6746 (0.6797)  loss_vfl_aux_5: 0.7319 (0.7633)  loss_vfl_dn_0: 0.4528 (0.4535)  loss_vfl_dn_1: 0.3852 (0.3875)  loss_vfl_dn_2: 0.3723 (0.3716)  loss_vfl_dn_3: 0.3616 (0.3641)  loss_vfl_dn_4: 0.3575 (0.3616)  loss_vfl_dn_5: 0.3563 (0.3608)  time: 0.4806  data: 0.0138  max mem: 5654
Epoch: [43]  [5200/7393]  eta: 0:17:50  lr: 0.000010  loss: 16.2061 (15.8639)  loss_bbox: 0.1444 (0.1531)  loss_bbox_aux_0: 0.1590 (0.1663)  loss_bbox_aux_1: 0.1423 (0.1580)  loss_bbox_aux_2: 0.1480 (0.1555)  loss_bbox_aux_3: 0.1408 (0.1534)  loss_bbox_aux_4: 0.1402 (0.1531)  loss_bbox_aux_5: 0.1910 (0.2035)  loss_bbox_dn_0: 0.2386 (0.2695)  loss_bbox_dn_1: 0.1811 (0.1986)  loss_bbox_dn_2: 0.1638 (0.1779)  loss_bbox_dn_3: 0.1594 (0.1719)  loss_bbox_dn_4: 0.1582 (0.1705)  loss_bbox_dn_5: 0.1582 (0.1705)  loss_giou: 0.4611 (0.4726)  loss_giou_aux_0: 0.5138 (0.4967)  loss_giou_aux_1: 0.4622 (0.4826)  loss_giou_aux_2: 0.4835 (0.4773)  loss_giou_aux_3: 0.4755 (0.4738)  loss_giou_aux_4: 0.4613 (0.4727)  loss_giou_aux_5: 0.5516 (0.5620)  loss_giou_dn_0: 0.5856 (0.5800)  loss_giou_dn_1: 0.4979 (0.4728)  loss_giou_dn_2: 0.4674 (0.4426)  loss_giou_dn_3: 0.4564 (0.4342)  loss_giou_dn_4: 0.4535 (0.4322)  loss_giou_dn_5: 0.4536 (0.4323)  loss_vfl: 0.6586 (0.6762)  loss_vfl_aux_0: 0.7600 (0.7837)  loss_vfl_aux_1: 0.7329 (0.7366)  loss_vfl_aux_2: 0.6813 (0.7025)  loss_vfl_aux_3: 0.6751 (0.6882)  loss_vfl_aux_4: 0.6562 (0.6799)  loss_vfl_aux_5: 0.7361 (0.7633)  loss_vfl_dn_0: 0.4647 (0.4536)  loss_vfl_dn_1: 0.3988 (0.3877)  loss_vfl_dn_2: 0.3826 (0.3717)  loss_vfl_dn_3: 0.3720 (0.3643)  loss_vfl_dn_4: 0.3716 (0.3618)  loss_vfl_dn_5: 0.3697 (0.3609)  time: 0.4616  data: 0.0141  max mem: 5654
Epoch: [43]  [5300/7393]  eta: 0:17:01  lr: 0.000010  loss: 16.1083 (15.8649)  loss_bbox: 0.1563 (0.1530)  loss_bbox_aux_0: 0.1668 (0.1663)  loss_bbox_aux_1: 0.1661 (0.1580)  loss_bbox_aux_2: 0.1613 (0.1555)  loss_bbox_aux_3: 0.1653 (0.1534)  loss_bbox_aux_4: 0.1579 (0.1531)  loss_bbox_aux_5: 0.2006 (0.2035)  loss_bbox_dn_0: 0.2609 (0.2694)  loss_bbox_dn_1: 0.2003 (0.1985)  loss_bbox_dn_2: 0.1822 (0.1778)  loss_bbox_dn_3: 0.1789 (0.1718)  loss_bbox_dn_4: 0.1781 (0.1704)  loss_bbox_dn_5: 0.1782 (0.1704)  loss_giou: 0.4562 (0.4726)  loss_giou_aux_0: 0.4851 (0.4968)  loss_giou_aux_1: 0.4668 (0.4827)  loss_giou_aux_2: 0.4668 (0.4774)  loss_giou_aux_3: 0.4652 (0.4738)  loss_giou_aux_4: 0.4553 (0.4727)  loss_giou_aux_5: 0.5522 (0.5622)  loss_giou_dn_0: 0.5813 (0.5801)  loss_giou_dn_1: 0.4733 (0.4729)  loss_giou_dn_2: 0.4393 (0.4427)  loss_giou_dn_3: 0.4333 (0.4343)  loss_giou_dn_4: 0.4308 (0.4322)  loss_giou_dn_5: 0.4309 (0.4324)  loss_vfl: 0.6912 (0.6763)  loss_vfl_aux_0: 0.8086 (0.7838)  loss_vfl_aux_1: 0.7544 (0.7367)  loss_vfl_aux_2: 0.7353 (0.7026)  loss_vfl_aux_3: 0.7157 (0.6882)  loss_vfl_aux_4: 0.6949 (0.6799)  loss_vfl_aux_5: 0.7666 (0.7633)  loss_vfl_dn_0: 0.4589 (0.4536)  loss_vfl_dn_1: 0.3966 (0.3877)  loss_vfl_dn_2: 0.3788 (0.3718)  loss_vfl_dn_3: 0.3721 (0.3643)  loss_vfl_dn_4: 0.3665 (0.3618)  loss_vfl_dn_5: 0.3688 (0.3610)  time: 0.4668  data: 0.0139  max mem: 5654
Epoch: [43]  [5400/7393]  eta: 0:16:14  lr: 0.000010  loss: 16.1933 (15.8685)  loss_bbox: 0.1554 (0.1531)  loss_bbox_aux_0: 0.1656 (0.1664)  loss_bbox_aux_1: 0.1592 (0.1581)  loss_bbox_aux_2: 0.1645 (0.1555)  loss_bbox_aux_3: 0.1512 (0.1534)  loss_bbox_aux_4: 0.1567 (0.1531)  loss_bbox_aux_5: 0.2024 (0.2036)  loss_bbox_dn_0: 0.2657 (0.2696)  loss_bbox_dn_1: 0.1815 (0.1987)  loss_bbox_dn_2: 0.1635 (0.1780)  loss_bbox_dn_3: 0.1559 (0.1719)  loss_bbox_dn_4: 0.1548 (0.1705)  loss_bbox_dn_5: 0.1548 (0.1705)  loss_giou: 0.4657 (0.4727)  loss_giou_aux_0: 0.5026 (0.4970)  loss_giou_aux_1: 0.4897 (0.4828)  loss_giou_aux_2: 0.4714 (0.4775)  loss_giou_aux_3: 0.4676 (0.4740)  loss_giou_aux_4: 0.4625 (0.4729)  loss_giou_aux_5: 0.5524 (0.5624)  loss_giou_dn_0: 0.5829 (0.5802)  loss_giou_dn_1: 0.4706 (0.4729)  loss_giou_dn_2: 0.4498 (0.4427)  loss_giou_dn_3: 0.4410 (0.4344)  loss_giou_dn_4: 0.4377 (0.4323)  loss_giou_dn_5: 0.4378 (0.4325)  loss_vfl: 0.6800 (0.6764)  loss_vfl_aux_0: 0.7762 (0.7839)  loss_vfl_aux_1: 0.7212 (0.7369)  loss_vfl_aux_2: 0.6652 (0.7027)  loss_vfl_aux_3: 0.6813 (0.6883)  loss_vfl_aux_4: 0.6911 (0.6801)  loss_vfl_aux_5: 0.7665 (0.7634)  loss_vfl_dn_0: 0.4589 (0.4537)  loss_vfl_dn_1: 0.3964 (0.3877)  loss_vfl_dn_2: 0.3758 (0.3718)  loss_vfl_dn_3: 0.3660 (0.3643)  loss_vfl_dn_4: 0.3650 (0.3618)  loss_vfl_dn_5: 0.3652 (0.3610)  time: 0.4856  data: 0.0143  max mem: 5654
Epoch: [43]  [5500/7393]  eta: 0:15:25  lr: 0.000010  loss: 15.4942 (15.8663)  loss_bbox: 0.1429 (0.1531)  loss_bbox_aux_0: 0.1527 (0.1664)  loss_bbox_aux_1: 0.1546 (0.1581)  loss_bbox_aux_2: 0.1442 (0.1556)  loss_bbox_aux_3: 0.1425 (0.1534)  loss_bbox_aux_4: 0.1404 (0.1531)  loss_bbox_aux_5: 0.1899 (0.2036)  loss_bbox_dn_0: 0.2346 (0.2696)  loss_bbox_dn_1: 0.1731 (0.1987)  loss_bbox_dn_2: 0.1538 (0.1780)  loss_bbox_dn_3: 0.1510 (0.1719)  loss_bbox_dn_4: 0.1506 (0.1705)  loss_bbox_dn_5: 0.1506 (0.1705)  loss_giou: 0.5064 (0.4728)  loss_giou_aux_0: 0.5178 (0.4970)  loss_giou_aux_1: 0.5136 (0.4828)  loss_giou_aux_2: 0.5100 (0.4776)  loss_giou_aux_3: 0.5102 (0.4741)  loss_giou_aux_4: 0.5061 (0.4730)  loss_giou_aux_5: 0.5822 (0.5624)  loss_giou_dn_0: 0.6063 (0.5802)  loss_giou_dn_1: 0.5031 (0.4729)  loss_giou_dn_2: 0.4644 (0.4427)  loss_giou_dn_3: 0.4505 (0.4344)  loss_giou_dn_4: 0.4459 (0.4323)  loss_giou_dn_5: 0.4459 (0.4325)  loss_vfl: 0.6292 (0.6760)  loss_vfl_aux_0: 0.7347 (0.7836)  loss_vfl_aux_1: 0.6942 (0.7366)  loss_vfl_aux_2: 0.6526 (0.7023)  loss_vfl_aux_3: 0.6384 (0.6879)  loss_vfl_aux_4: 0.6322 (0.6797)  loss_vfl_aux_5: 0.6999 (0.7631)  loss_vfl_dn_0: 0.4507 (0.4536)  loss_vfl_dn_1: 0.3904 (0.3877)  loss_vfl_dn_2: 0.3742 (0.3718)  loss_vfl_dn_3: 0.3633 (0.3643)  loss_vfl_dn_4: 0.3603 (0.3618)  loss_vfl_dn_5: 0.3597 (0.3610)  time: 0.4742  data: 0.0139  max mem: 5654
Epoch: [43]  [5600/7393]  eta: 0:14:38  lr: 0.000010  loss: 15.7235 (15.8661)  loss_bbox: 0.1364 (0.1531)  loss_bbox_aux_0: 0.1634 (0.1663)  loss_bbox_aux_1: 0.1471 (0.1581)  loss_bbox_aux_2: 0.1315 (0.1555)  loss_bbox_aux_3: 0.1345 (0.1534)  loss_bbox_aux_4: 0.1364 (0.1531)  loss_bbox_aux_5: 0.1935 (0.2036)  loss_bbox_dn_0: 0.2694 (0.2695)  loss_bbox_dn_1: 0.1929 (0.1985)  loss_bbox_dn_2: 0.1802 (0.1778)  loss_bbox_dn_3: 0.1719 (0.1718)  loss_bbox_dn_4: 0.1687 (0.1704)  loss_bbox_dn_5: 0.1688 (0.1704)  loss_giou: 0.4784 (0.4730)  loss_giou_aux_0: 0.5122 (0.4972)  loss_giou_aux_1: 0.4965 (0.4830)  loss_giou_aux_2: 0.4768 (0.4778)  loss_giou_aux_3: 0.4733 (0.4742)  loss_giou_aux_4: 0.4787 (0.4731)  loss_giou_aux_5: 0.5786 (0.5626)  loss_giou_dn_0: 0.5585 (0.5803)  loss_giou_dn_1: 0.4628 (0.4730)  loss_giou_dn_2: 0.4373 (0.4428)  loss_giou_dn_3: 0.4274 (0.4344)  loss_giou_dn_4: 0.4248 (0.4324)  loss_giou_dn_5: 0.4249 (0.4325)  loss_vfl: 0.6813 (0.6759)  loss_vfl_aux_0: 0.7894 (0.7835)  loss_vfl_aux_1: 0.7428 (0.7365)  loss_vfl_aux_2: 0.7143 (0.7022)  loss_vfl_aux_3: 0.7028 (0.6877)  loss_vfl_aux_4: 0.6968 (0.6796)  loss_vfl_aux_5: 0.7591 (0.7630)  loss_vfl_dn_0: 0.4502 (0.4536)  loss_vfl_dn_1: 0.3830 (0.3877)  loss_vfl_dn_2: 0.3679 (0.3718)  loss_vfl_dn_3: 0.3586 (0.3643)  loss_vfl_dn_4: 0.3590 (0.3618)  loss_vfl_dn_5: 0.3575 (0.3610)  time: 0.4744  data: 0.0140  max mem: 5654
Epoch: [43]  [5700/7393]  eta: 0:13:48  lr: 0.000010  loss: 15.8324 (15.8626)  loss_bbox: 0.1474 (0.1530)  loss_bbox_aux_0: 0.1567 (0.1664)  loss_bbox_aux_1: 0.1549 (0.1581)  loss_bbox_aux_2: 0.1533 (0.1555)  loss_bbox_aux_3: 0.1496 (0.1534)  loss_bbox_aux_4: 0.1466 (0.1530)  loss_bbox_aux_5: 0.2007 (0.2036)  loss_bbox_dn_0: 0.2646 (0.2695)  loss_bbox_dn_1: 0.1983 (0.1986)  loss_bbox_dn_2: 0.1742 (0.1779)  loss_bbox_dn_3: 0.1690 (0.1718)  loss_bbox_dn_4: 0.1679 (0.1704)  loss_bbox_dn_5: 0.1680 (0.1704)  loss_giou: 0.4165 (0.4726)  loss_giou_aux_0: 0.4395 (0.4968)  loss_giou_aux_1: 0.4272 (0.4826)  loss_giou_aux_2: 0.4329 (0.4774)  loss_giou_aux_3: 0.4244 (0.4738)  loss_giou_aux_4: 0.4171 (0.4727)  loss_giou_aux_5: 0.5143 (0.5622)  loss_giou_dn_0: 0.5699 (0.5801)  loss_giou_dn_1: 0.4626 (0.4727)  loss_giou_dn_2: 0.4272 (0.4425)  loss_giou_dn_3: 0.4164 (0.4342)  loss_giou_dn_4: 0.4143 (0.4321)  loss_giou_dn_5: 0.4143 (0.4323)  loss_vfl: 0.6773 (0.6760)  loss_vfl_aux_0: 0.7836 (0.7835)  loss_vfl_aux_1: 0.7374 (0.7365)  loss_vfl_aux_2: 0.7002 (0.7023)  loss_vfl_aux_3: 0.6809 (0.6879)  loss_vfl_aux_4: 0.6722 (0.6797)  loss_vfl_aux_5: 0.7874 (0.7632)  loss_vfl_dn_0: 0.4530 (0.4536)  loss_vfl_dn_1: 0.3890 (0.3877)  loss_vfl_dn_2: 0.3727 (0.3718)  loss_vfl_dn_3: 0.3647 (0.3643)  loss_vfl_dn_4: 0.3622 (0.3618)  loss_vfl_dn_5: 0.3601 (0.3610)  time: 0.4830  data: 0.0142  max mem: 5654
Epoch: [43]  [5800/7393]  eta: 0:12:59  lr: 0.000010  loss: 15.5821 (15.8617)  loss_bbox: 0.1392 (0.1530)  loss_bbox_aux_0: 0.1555 (0.1663)  loss_bbox_aux_1: 0.1441 (0.1580)  loss_bbox_aux_2: 0.1469 (0.1555)  loss_bbox_aux_3: 0.1449 (0.1534)  loss_bbox_aux_4: 0.1394 (0.1530)  loss_bbox_aux_5: 0.1879 (0.2035)  loss_bbox_dn_0: 0.2450 (0.2693)  loss_bbox_dn_1: 0.1855 (0.1984)  loss_bbox_dn_2: 0.1573 (0.1777)  loss_bbox_dn_3: 0.1539 (0.1717)  loss_bbox_dn_4: 0.1516 (0.1703)  loss_bbox_dn_5: 0.1516 (0.1703)  loss_giou: 0.4387 (0.4726)  loss_giou_aux_0: 0.4584 (0.4968)  loss_giou_aux_1: 0.4394 (0.4827)  loss_giou_aux_2: 0.4529 (0.4775)  loss_giou_aux_3: 0.4429 (0.4739)  loss_giou_aux_4: 0.4385 (0.4728)  loss_giou_aux_5: 0.5305 (0.5622)  loss_giou_dn_0: 0.5559 (0.5801)  loss_giou_dn_1: 0.4542 (0.4727)  loss_giou_dn_2: 0.4198 (0.4425)  loss_giou_dn_3: 0.4101 (0.4342)  loss_giou_dn_4: 0.4059 (0.4321)  loss_giou_dn_5: 0.4060 (0.4323)  loss_vfl: 0.6926 (0.6760)  loss_vfl_aux_0: 0.7720 (0.7836)  loss_vfl_aux_1: 0.7486 (0.7365)  loss_vfl_aux_2: 0.7063 (0.7022)  loss_vfl_aux_3: 0.6966 (0.6878)  loss_vfl_aux_4: 0.7024 (0.6798)  loss_vfl_aux_5: 0.7760 (0.7632)  loss_vfl_dn_0: 0.4485 (0.4536)  loss_vfl_dn_1: 0.3854 (0.3877)  loss_vfl_dn_2: 0.3689 (0.3717)  loss_vfl_dn_3: 0.3608 (0.3642)  loss_vfl_dn_4: 0.3588 (0.3617)  loss_vfl_dn_5: 0.3568 (0.3609)  time: 0.4686  data: 0.0139  max mem: 5654
Epoch: [43]  [5900/7393]  eta: 0:12:10  lr: 0.000010  loss: 15.5315 (15.8597)  loss_bbox: 0.1444 (0.1530)  loss_bbox_aux_0: 0.1615 (0.1664)  loss_bbox_aux_1: 0.1538 (0.1580)  loss_bbox_aux_2: 0.1460 (0.1555)  loss_bbox_aux_3: 0.1458 (0.1534)  loss_bbox_aux_4: 0.1444 (0.1530)  loss_bbox_aux_5: 0.1923 (0.2036)  loss_bbox_dn_0: 0.2646 (0.2696)  loss_bbox_dn_1: 0.1906 (0.1986)  loss_bbox_dn_2: 0.1710 (0.1779)  loss_bbox_dn_3: 0.1676 (0.1719)  loss_bbox_dn_4: 0.1657 (0.1704)  loss_bbox_dn_5: 0.1658 (0.1704)  loss_giou: 0.4187 (0.4722)  loss_giou_aux_0: 0.4472 (0.4965)  loss_giou_aux_1: 0.4342 (0.4823)  loss_giou_aux_2: 0.4378 (0.4771)  loss_giou_aux_3: 0.4278 (0.4735)  loss_giou_aux_4: 0.4149 (0.4723)  loss_giou_aux_5: 0.5165 (0.5618)  loss_giou_dn_0: 0.5413 (0.5799)  loss_giou_dn_1: 0.4441 (0.4725)  loss_giou_dn_2: 0.4129 (0.4422)  loss_giou_dn_3: 0.4073 (0.4339)  loss_giou_dn_4: 0.4063 (0.4318)  loss_giou_dn_5: 0.4062 (0.4320)  loss_vfl: 0.6660 (0.6761)  loss_vfl_aux_0: 0.8002 (0.7837)  loss_vfl_aux_1: 0.7417 (0.7368)  loss_vfl_aux_2: 0.7100 (0.7023)  loss_vfl_aux_3: 0.6862 (0.6879)  loss_vfl_aux_4: 0.6726 (0.6799)  loss_vfl_aux_5: 0.7770 (0.7633)  loss_vfl_dn_0: 0.4496 (0.4536)  loss_vfl_dn_1: 0.3898 (0.3877)  loss_vfl_dn_2: 0.3702 (0.3717)  loss_vfl_dn_3: 0.3630 (0.3642)  loss_vfl_dn_4: 0.3633 (0.3617)  loss_vfl_dn_5: 0.3639 (0.3609)  time: 0.4863  data: 0.0140  max mem: 5654
Epoch: [43]  [6000/7393]  eta: 0:11:21  lr: 0.000010  loss: 15.9781 (15.8618)  loss_bbox: 0.1475 (0.1531)  loss_bbox_aux_0: 0.1615 (0.1664)  loss_bbox_aux_1: 0.1503 (0.1581)  loss_bbox_aux_2: 0.1535 (0.1556)  loss_bbox_aux_3: 0.1494 (0.1535)  loss_bbox_aux_4: 0.1475 (0.1531)  loss_bbox_aux_5: 0.1899 (0.2037)  loss_bbox_dn_0: 0.2641 (0.2698)  loss_bbox_dn_1: 0.1800 (0.1987)  loss_bbox_dn_2: 0.1620 (0.1780)  loss_bbox_dn_3: 0.1540 (0.1719)  loss_bbox_dn_4: 0.1538 (0.1705)  loss_bbox_dn_5: 0.1538 (0.1705)  loss_giou: 0.4544 (0.4722)  loss_giou_aux_0: 0.4854 (0.4964)  loss_giou_aux_1: 0.4791 (0.4822)  loss_giou_aux_2: 0.4593 (0.4771)  loss_giou_aux_3: 0.4500 (0.4735)  loss_giou_aux_4: 0.4546 (0.4723)  loss_giou_aux_5: 0.5478 (0.5618)  loss_giou_dn_0: 0.5756 (0.5800)  loss_giou_dn_1: 0.4662 (0.4725)  loss_giou_dn_2: 0.4337 (0.4423)  loss_giou_dn_3: 0.4281 (0.4339)  loss_giou_dn_4: 0.4271 (0.4319)  loss_giou_dn_5: 0.4277 (0.4320)  loss_vfl: 0.6693 (0.6763)  loss_vfl_aux_0: 0.7951 (0.7838)  loss_vfl_aux_1: 0.7231 (0.7370)  loss_vfl_aux_2: 0.6807 (0.7025)  loss_vfl_aux_3: 0.6630 (0.6880)  loss_vfl_aux_4: 0.6704 (0.6800)  loss_vfl_aux_5: 0.7645 (0.7635)  loss_vfl_dn_0: 0.4503 (0.4536)  loss_vfl_dn_1: 0.3890 (0.3877)  loss_vfl_dn_2: 0.3701 (0.3717)  loss_vfl_dn_3: 0.3629 (0.3642)  loss_vfl_dn_4: 0.3608 (0.3617)  loss_vfl_dn_5: 0.3587 (0.3609)  time: 0.4762  data: 0.0137  max mem: 5654
Epoch: [43]  [6100/7393]  eta: 0:10:32  lr: 0.000010  loss: 16.1670 (15.8649)  loss_bbox: 0.1422 (0.1532)  loss_bbox_aux_0: 0.1727 (0.1666)  loss_bbox_aux_1: 0.1442 (0.1582)  loss_bbox_aux_2: 0.1430 (0.1557)  loss_bbox_aux_3: 0.1461 (0.1536)  loss_bbox_aux_4: 0.1422 (0.1532)  loss_bbox_aux_5: 0.2153 (0.2037)  loss_bbox_dn_0: 0.2602 (0.2698)  loss_bbox_dn_1: 0.1878 (0.1987)  loss_bbox_dn_2: 0.1694 (0.1780)  loss_bbox_dn_3: 0.1670 (0.1719)  loss_bbox_dn_4: 0.1671 (0.1705)  loss_bbox_dn_5: 0.1671 (0.1705)  loss_giou: 0.4332 (0.4723)  loss_giou_aux_0: 0.4533 (0.4965)  loss_giou_aux_1: 0.4411 (0.4824)  loss_giou_aux_2: 0.4293 (0.4772)  loss_giou_aux_3: 0.4358 (0.4736)  loss_giou_aux_4: 0.4300 (0.4724)  loss_giou_aux_5: 0.5261 (0.5619)  loss_giou_dn_0: 0.5677 (0.5800)  loss_giou_dn_1: 0.4611 (0.4726)  loss_giou_dn_2: 0.4347 (0.4423)  loss_giou_dn_3: 0.4256 (0.4340)  loss_giou_dn_4: 0.4247 (0.4319)  loss_giou_dn_5: 0.4246 (0.4321)  loss_vfl: 0.6937 (0.6763)  loss_vfl_aux_0: 0.8203 (0.7840)  loss_vfl_aux_1: 0.7534 (0.7372)  loss_vfl_aux_2: 0.7043 (0.7025)  loss_vfl_aux_3: 0.7080 (0.6880)  loss_vfl_aux_4: 0.7004 (0.6800)  loss_vfl_aux_5: 0.7907 (0.7637)  loss_vfl_dn_0: 0.4493 (0.4537)  loss_vfl_dn_1: 0.3831 (0.3877)  loss_vfl_dn_2: 0.3677 (0.3718)  loss_vfl_dn_3: 0.3592 (0.3643)  loss_vfl_dn_4: 0.3576 (0.3618)  loss_vfl_dn_5: 0.3568 (0.3610)  time: 0.4814  data: 0.0143  max mem: 5654
Epoch: [43]  [6200/7393]  eta: 0:09:43  lr: 0.000010  loss: 16.0783 (15.8661)  loss_bbox: 0.1521 (0.1532)  loss_bbox_aux_0: 0.1661 (0.1666)  loss_bbox_aux_1: 0.1595 (0.1581)  loss_bbox_aux_2: 0.1564 (0.1557)  loss_bbox_aux_3: 0.1513 (0.1536)  loss_bbox_aux_4: 0.1517 (0.1532)  loss_bbox_aux_5: 0.2077 (0.2038)  loss_bbox_dn_0: 0.2683 (0.2698)  loss_bbox_dn_1: 0.2042 (0.1987)  loss_bbox_dn_2: 0.1843 (0.1780)  loss_bbox_dn_3: 0.1806 (0.1720)  loss_bbox_dn_4: 0.1800 (0.1705)  loss_bbox_dn_5: 0.1800 (0.1705)  loss_giou: 0.4821 (0.4722)  loss_giou_aux_0: 0.5020 (0.4965)  loss_giou_aux_1: 0.4864 (0.4822)  loss_giou_aux_2: 0.4834 (0.4771)  loss_giou_aux_3: 0.4823 (0.4735)  loss_giou_aux_4: 0.4762 (0.4723)  loss_giou_aux_5: 0.5839 (0.5618)  loss_giou_dn_0: 0.5901 (0.5800)  loss_giou_dn_1: 0.4816 (0.4725)  loss_giou_dn_2: 0.4434 (0.4423)  loss_giou_dn_3: 0.4272 (0.4339)  loss_giou_dn_4: 0.4241 (0.4319)  loss_giou_dn_5: 0.4239 (0.4320)  loss_vfl: 0.7093 (0.6765)  loss_vfl_aux_0: 0.8136 (0.7842)  loss_vfl_aux_1: 0.7886 (0.7378)  loss_vfl_aux_2: 0.7419 (0.7029)  loss_vfl_aux_3: 0.7262 (0.6883)  loss_vfl_aux_4: 0.7155 (0.6803)  loss_vfl_aux_5: 0.7760 (0.7640)  loss_vfl_dn_0: 0.4527 (0.4537)  loss_vfl_dn_1: 0.3851 (0.3878)  loss_vfl_dn_2: 0.3702 (0.3718)  loss_vfl_dn_3: 0.3622 (0.3643)  loss_vfl_dn_4: 0.3613 (0.3618)  loss_vfl_dn_5: 0.3610 (0.3610)  time: 0.4806  data: 0.0143  max mem: 5654
Epoch: [43]  [6300/7393]  eta: 0:08:53  lr: 0.000010  loss: 15.5064 (15.8677)  loss_bbox: 0.1579 (0.1532)  loss_bbox_aux_0: 0.1606 (0.1666)  loss_bbox_aux_1: 0.1502 (0.1581)  loss_bbox_aux_2: 0.1506 (0.1557)  loss_bbox_aux_3: 0.1496 (0.1536)  loss_bbox_aux_4: 0.1514 (0.1532)  loss_bbox_aux_5: 0.1938 (0.2037)  loss_bbox_dn_0: 0.2540 (0.2697)  loss_bbox_dn_1: 0.1783 (0.1986)  loss_bbox_dn_2: 0.1627 (0.1779)  loss_bbox_dn_3: 0.1584 (0.1719)  loss_bbox_dn_4: 0.1571 (0.1705)  loss_bbox_dn_5: 0.1571 (0.1705)  loss_giou: 0.4837 (0.4726)  loss_giou_aux_0: 0.4910 (0.4968)  loss_giou_aux_1: 0.4604 (0.4826)  loss_giou_aux_2: 0.4762 (0.4775)  loss_giou_aux_3: 0.4863 (0.4740)  loss_giou_aux_4: 0.4861 (0.4727)  loss_giou_aux_5: 0.5770 (0.5622)  loss_giou_dn_0: 0.5916 (0.5802)  loss_giou_dn_1: 0.4821 (0.4727)  loss_giou_dn_2: 0.4513 (0.4425)  loss_giou_dn_3: 0.4462 (0.4341)  loss_giou_dn_4: 0.4442 (0.4321)  loss_giou_dn_5: 0.4442 (0.4322)  loss_vfl: 0.6320 (0.6762)  loss_vfl_aux_0: 0.7297 (0.7839)  loss_vfl_aux_1: 0.6778 (0.7376)  loss_vfl_aux_2: 0.6540 (0.7026)  loss_vfl_aux_3: 0.6429 (0.6879)  loss_vfl_aux_4: 0.6399 (0.6799)  loss_vfl_aux_5: 0.7094 (0.7637)  loss_vfl_dn_0: 0.4543 (0.4537)  loss_vfl_dn_1: 0.3870 (0.3878)  loss_vfl_dn_2: 0.3730 (0.3718)  loss_vfl_dn_3: 0.3642 (0.3643)  loss_vfl_dn_4: 0.3612 (0.3618)  loss_vfl_dn_5: 0.3609 (0.3610)  time: 0.4658  data: 0.0143  max mem: 5654
Epoch: [43]  [6400/7393]  eta: 0:08:04  lr: 0.000010  loss: 16.4736 (15.8721)  loss_bbox: 0.1455 (0.1533)  loss_bbox_aux_0: 0.1688 (0.1666)  loss_bbox_aux_1: 0.1508 (0.1582)  loss_bbox_aux_2: 0.1560 (0.1558)  loss_bbox_aux_3: 0.1543 (0.1537)  loss_bbox_aux_4: 0.1431 (0.1533)  loss_bbox_aux_5: 0.1917 (0.2037)  loss_bbox_dn_0: 0.2703 (0.2697)  loss_bbox_dn_1: 0.2023 (0.1987)  loss_bbox_dn_2: 0.1774 (0.1780)  loss_bbox_dn_3: 0.1680 (0.1720)  loss_bbox_dn_4: 0.1619 (0.1706)  loss_bbox_dn_5: 0.1619 (0.1706)  loss_giou: 0.5148 (0.4729)  loss_giou_aux_0: 0.5375 (0.4971)  loss_giou_aux_1: 0.5274 (0.4829)  loss_giou_aux_2: 0.5242 (0.4778)  loss_giou_aux_3: 0.5192 (0.4743)  loss_giou_aux_4: 0.5158 (0.4730)  loss_giou_aux_5: 0.6124 (0.5624)  loss_giou_dn_0: 0.6043 (0.5804)  loss_giou_dn_1: 0.4902 (0.4730)  loss_giou_dn_2: 0.4690 (0.4427)  loss_giou_dn_3: 0.4639 (0.4344)  loss_giou_dn_4: 0.4638 (0.4323)  loss_giou_dn_5: 0.4643 (0.4325)  loss_vfl: 0.6829 (0.6762)  loss_vfl_aux_0: 0.7688 (0.7838)  loss_vfl_aux_1: 0.7577 (0.7376)  loss_vfl_aux_2: 0.7094 (0.7026)  loss_vfl_aux_3: 0.7074 (0.6878)  loss_vfl_aux_4: 0.6882 (0.6800)  loss_vfl_aux_5: 0.7449 (0.7637)  loss_vfl_dn_0: 0.4478 (0.4537)  loss_vfl_dn_1: 0.3895 (0.3878)  loss_vfl_dn_2: 0.3762 (0.3718)  loss_vfl_dn_3: 0.3664 (0.3643)  loss_vfl_dn_4: 0.3629 (0.3618)  loss_vfl_dn_5: 0.3620 (0.3610)  time: 0.4931  data: 0.0145  max mem: 5654
Epoch: [43]  [6500/7393]  eta: 0:07:15  lr: 0.000010  loss: 15.6132 (15.8673)  loss_bbox: 0.1428 (0.1532)  loss_bbox_aux_0: 0.1547 (0.1666)  loss_bbox_aux_1: 0.1472 (0.1582)  loss_bbox_aux_2: 0.1423 (0.1557)  loss_bbox_aux_3: 0.1411 (0.1537)  loss_bbox_aux_4: 0.1432 (0.1533)  loss_bbox_aux_5: 0.2044 (0.2037)  loss_bbox_dn_0: 0.2764 (0.2696)  loss_bbox_dn_1: 0.1908 (0.1986)  loss_bbox_dn_2: 0.1715 (0.1780)  loss_bbox_dn_3: 0.1642 (0.1719)  loss_bbox_dn_4: 0.1621 (0.1705)  loss_bbox_dn_5: 0.1621 (0.1705)  loss_giou: 0.4415 (0.4728)  loss_giou_aux_0: 0.4534 (0.4969)  loss_giou_aux_1: 0.4571 (0.4827)  loss_giou_aux_2: 0.4523 (0.4776)  loss_giou_aux_3: 0.4438 (0.4742)  loss_giou_aux_4: 0.4421 (0.4729)  loss_giou_aux_5: 0.5369 (0.5622)  loss_giou_dn_0: 0.5621 (0.5802)  loss_giou_dn_1: 0.4495 (0.4728)  loss_giou_dn_2: 0.4155 (0.4426)  loss_giou_dn_3: 0.4100 (0.4343)  loss_giou_dn_4: 0.4090 (0.4322)  loss_giou_dn_5: 0.4090 (0.4324)  loss_vfl: 0.6418 (0.6759)  loss_vfl_aux_0: 0.7615 (0.7836)  loss_vfl_aux_1: 0.7106 (0.7373)  loss_vfl_aux_2: 0.6776 (0.7024)  loss_vfl_aux_3: 0.6392 (0.6875)  loss_vfl_aux_4: 0.6385 (0.6797)  loss_vfl_aux_5: 0.7309 (0.7634)  loss_vfl_dn_0: 0.4496 (0.4536)  loss_vfl_dn_1: 0.3815 (0.3877)  loss_vfl_dn_2: 0.3664 (0.3718)  loss_vfl_dn_3: 0.3598 (0.3643)  loss_vfl_dn_4: 0.3559 (0.3618)  loss_vfl_dn_5: 0.3564 (0.3610)  time: 0.4730  data: 0.0141  max mem: 5654
Epoch: [43]  [6600/7393]  eta: 0:06:26  lr: 0.000010  loss: 16.5688 (15.8683)  loss_bbox: 0.1599 (0.1532)  loss_bbox_aux_0: 0.1684 (0.1666)  loss_bbox_aux_1: 0.1523 (0.1581)  loss_bbox_aux_2: 0.1506 (0.1558)  loss_bbox_aux_3: 0.1597 (0.1537)  loss_bbox_aux_4: 0.1617 (0.1533)  loss_bbox_aux_5: 0.1923 (0.2037)  loss_bbox_dn_0: 0.2484 (0.2696)  loss_bbox_dn_1: 0.1909 (0.1987)  loss_bbox_dn_2: 0.1727 (0.1780)  loss_bbox_dn_3: 0.1663 (0.1720)  loss_bbox_dn_4: 0.1641 (0.1706)  loss_bbox_dn_5: 0.1643 (0.1706)  loss_giou: 0.4714 (0.4729)  loss_giou_aux_0: 0.4942 (0.4970)  loss_giou_aux_1: 0.4766 (0.4828)  loss_giou_aux_2: 0.4845 (0.4778)  loss_giou_aux_3: 0.4822 (0.4743)  loss_giou_aux_4: 0.4715 (0.4730)  loss_giou_aux_5: 0.5590 (0.5624)  loss_giou_dn_0: 0.5860 (0.5803)  loss_giou_dn_1: 0.4774 (0.4729)  loss_giou_dn_2: 0.4421 (0.4427)  loss_giou_dn_3: 0.4326 (0.4344)  loss_giou_dn_4: 0.4318 (0.4323)  loss_giou_dn_5: 0.4321 (0.4325)  loss_vfl: 0.6727 (0.6758)  loss_vfl_aux_0: 0.7649 (0.7836)  loss_vfl_aux_1: 0.7211 (0.7373)  loss_vfl_aux_2: 0.6958 (0.7022)  loss_vfl_aux_3: 0.6754 (0.6873)  loss_vfl_aux_4: 0.6687 (0.6795)  loss_vfl_aux_5: 0.7460 (0.7634)  loss_vfl_dn_0: 0.4603 (0.4536)  loss_vfl_dn_1: 0.3863 (0.3877)  loss_vfl_dn_2: 0.3652 (0.3718)  loss_vfl_dn_3: 0.3617 (0.3643)  loss_vfl_dn_4: 0.3589 (0.3618)  loss_vfl_dn_5: 0.3583 (0.3610)  time: 0.4836  data: 0.0139  max mem: 5654
Epoch: [43]  [6700/7393]  eta: 0:05:38  lr: 0.000010  loss: 15.2150 (15.8697)  loss_bbox: 0.1430 (0.1533)  loss_bbox_aux_0: 0.1558 (0.1666)  loss_bbox_aux_1: 0.1502 (0.1581)  loss_bbox_aux_2: 0.1444 (0.1557)  loss_bbox_aux_3: 0.1434 (0.1537)  loss_bbox_aux_4: 0.1405 (0.1533)  loss_bbox_aux_5: 0.1959 (0.2036)  loss_bbox_dn_0: 0.2295 (0.2696)  loss_bbox_dn_1: 0.1662 (0.1987)  loss_bbox_dn_2: 0.1482 (0.1780)  loss_bbox_dn_3: 0.1422 (0.1720)  loss_bbox_dn_4: 0.1418 (0.1706)  loss_bbox_dn_5: 0.1418 (0.1706)  loss_giou: 0.4699 (0.4731)  loss_giou_aux_0: 0.4728 (0.4972)  loss_giou_aux_1: 0.4638 (0.4830)  loss_giou_aux_2: 0.4582 (0.4779)  loss_giou_aux_3: 0.4683 (0.4745)  loss_giou_aux_4: 0.4609 (0.4732)  loss_giou_aux_5: 0.5514 (0.5625)  loss_giou_dn_0: 0.5652 (0.5804)  loss_giou_dn_1: 0.4545 (0.4730)  loss_giou_dn_2: 0.4247 (0.4428)  loss_giou_dn_3: 0.4103 (0.4345)  loss_giou_dn_4: 0.4074 (0.4324)  loss_giou_dn_5: 0.4072 (0.4326)  loss_vfl: 0.6357 (0.6757)  loss_vfl_aux_0: 0.7307 (0.7835)  loss_vfl_aux_1: 0.6903 (0.7372)  loss_vfl_aux_2: 0.6626 (0.7022)  loss_vfl_aux_3: 0.6482 (0.6872)  loss_vfl_aux_4: 0.6419 (0.6794)  loss_vfl_aux_5: 0.7136 (0.7633)  loss_vfl_dn_0: 0.4424 (0.4536)  loss_vfl_dn_1: 0.3791 (0.3877)  loss_vfl_dn_2: 0.3629 (0.3718)  loss_vfl_dn_3: 0.3554 (0.3643)  loss_vfl_dn_4: 0.3538 (0.3618)  loss_vfl_dn_5: 0.3550 (0.3610)  time: 0.4878  data: 0.0138  max mem: 5654
Epoch: [43]  [6800/7393]  eta: 0:04:49  lr: 0.000010  loss: 15.5513 (15.8725)  loss_bbox: 0.1267 (0.1533)  loss_bbox_aux_0: 0.1505 (0.1666)  loss_bbox_aux_1: 0.1362 (0.1582)  loss_bbox_aux_2: 0.1348 (0.1558)  loss_bbox_aux_3: 0.1302 (0.1538)  loss_bbox_aux_4: 0.1284 (0.1534)  loss_bbox_aux_5: 0.1805 (0.2037)  loss_bbox_dn_0: 0.2579 (0.2696)  loss_bbox_dn_1: 0.1782 (0.1987)  loss_bbox_dn_2: 0.1608 (0.1780)  loss_bbox_dn_3: 0.1567 (0.1720)  loss_bbox_dn_4: 0.1559 (0.1706)  loss_bbox_dn_5: 0.1559 (0.1706)  loss_giou: 0.4742 (0.4733)  loss_giou_aux_0: 0.4820 (0.4973)  loss_giou_aux_1: 0.4733 (0.4831)  loss_giou_aux_2: 0.4736 (0.4781)  loss_giou_aux_3: 0.4789 (0.4747)  loss_giou_aux_4: 0.4745 (0.4734)  loss_giou_aux_5: 0.5529 (0.5626)  loss_giou_dn_0: 0.5706 (0.5805)  loss_giou_dn_1: 0.4681 (0.4731)  loss_giou_dn_2: 0.4321 (0.4429)  loss_giou_dn_3: 0.4245 (0.4346)  loss_giou_dn_4: 0.4232 (0.4325)  loss_giou_dn_5: 0.4229 (0.4327)  loss_vfl: 0.6506 (0.6757)  loss_vfl_aux_0: 0.7573 (0.7836)  loss_vfl_aux_1: 0.7238 (0.7373)  loss_vfl_aux_2: 0.6838 (0.7024)  loss_vfl_aux_3: 0.6730 (0.6873)  loss_vfl_aux_4: 0.6544 (0.6795)  loss_vfl_aux_5: 0.7292 (0.7633)  loss_vfl_dn_0: 0.4451 (0.4536)  loss_vfl_dn_1: 0.3830 (0.3878)  loss_vfl_dn_2: 0.3730 (0.3718)  loss_vfl_dn_3: 0.3672 (0.3644)  loss_vfl_dn_4: 0.3633 (0.3618)  loss_vfl_dn_5: 0.3611 (0.3611)  time: 0.4932  data: 0.0140  max mem: 5654
Epoch: [43]  [6900/7393]  eta: 0:04:00  lr: 0.000010  loss: 15.1705 (15.8706)  loss_bbox: 0.1418 (0.1533)  loss_bbox_aux_0: 0.1460 (0.1666)  loss_bbox_aux_1: 0.1406 (0.1582)  loss_bbox_aux_2: 0.1354 (0.1558)  loss_bbox_aux_3: 0.1402 (0.1538)  loss_bbox_aux_4: 0.1385 (0.1533)  loss_bbox_aux_5: 0.1745 (0.2036)  loss_bbox_dn_0: 0.2497 (0.2696)  loss_bbox_dn_1: 0.1744 (0.1986)  loss_bbox_dn_2: 0.1504 (0.1780)  loss_bbox_dn_3: 0.1406 (0.1719)  loss_bbox_dn_4: 0.1387 (0.1705)  loss_bbox_dn_5: 0.1388 (0.1705)  loss_giou: 0.4371 (0.4732)  loss_giou_aux_0: 0.4492 (0.4973)  loss_giou_aux_1: 0.4466 (0.4831)  loss_giou_aux_2: 0.4543 (0.4780)  loss_giou_aux_3: 0.4346 (0.4746)  loss_giou_aux_4: 0.4464 (0.4733)  loss_giou_aux_5: 0.5344 (0.5625)  loss_giou_dn_0: 0.5516 (0.5805)  loss_giou_dn_1: 0.4440 (0.4731)  loss_giou_dn_2: 0.4149 (0.4429)  loss_giou_dn_3: 0.4088 (0.4345)  loss_giou_dn_4: 0.4078 (0.4325)  loss_giou_dn_5: 0.4077 (0.4326)  loss_vfl: 0.6609 (0.6757)  loss_vfl_aux_0: 0.7689 (0.7834)  loss_vfl_aux_1: 0.7161 (0.7372)  loss_vfl_aux_2: 0.6823 (0.7023)  loss_vfl_aux_3: 0.6588 (0.6873)  loss_vfl_aux_4: 0.6633 (0.6795)  loss_vfl_aux_5: 0.7243 (0.7631)  loss_vfl_dn_0: 0.4523 (0.4536)  loss_vfl_dn_1: 0.3821 (0.3877)  loss_vfl_dn_2: 0.3662 (0.3718)  loss_vfl_dn_3: 0.3634 (0.3643)  loss_vfl_dn_4: 0.3580 (0.3618)  loss_vfl_dn_5: 0.3573 (0.3610)  time: 0.4768  data: 0.0139  max mem: 5654
Epoch: [43]  [7000/7393]  eta: 0:03:11  lr: 0.000010  loss: 15.4752 (15.8728)  loss_bbox: 0.1409 (0.1533)  loss_bbox_aux_0: 0.1551 (0.1666)  loss_bbox_aux_1: 0.1505 (0.1582)  loss_bbox_aux_2: 0.1489 (0.1558)  loss_bbox_aux_3: 0.1462 (0.1538)  loss_bbox_aux_4: 0.1426 (0.1534)  loss_bbox_aux_5: 0.1879 (0.2037)  loss_bbox_dn_0: 0.2468 (0.2695)  loss_bbox_dn_1: 0.1857 (0.1986)  loss_bbox_dn_2: 0.1635 (0.1780)  loss_bbox_dn_3: 0.1526 (0.1719)  loss_bbox_dn_4: 0.1500 (0.1705)  loss_bbox_dn_5: 0.1501 (0.1705)  loss_giou: 0.4480 (0.4734)  loss_giou_aux_0: 0.4545 (0.4975)  loss_giou_aux_1: 0.4438 (0.4833)  loss_giou_aux_2: 0.4375 (0.4782)  loss_giou_aux_3: 0.4457 (0.4748)  loss_giou_aux_4: 0.4481 (0.4735)  loss_giou_aux_5: 0.5007 (0.5627)  loss_giou_dn_0: 0.5738 (0.5806)  loss_giou_dn_1: 0.4686 (0.4732)  loss_giou_dn_2: 0.4471 (0.4430)  loss_giou_dn_3: 0.4397 (0.4347)  loss_giou_dn_4: 0.4391 (0.4326)  loss_giou_dn_5: 0.4386 (0.4328)  loss_vfl: 0.6438 (0.6757)  loss_vfl_aux_0: 0.7696 (0.7833)  loss_vfl_aux_1: 0.7328 (0.7371)  loss_vfl_aux_2: 0.6780 (0.7023)  loss_vfl_aux_3: 0.6392 (0.6872)  loss_vfl_aux_4: 0.6429 (0.6794)  loss_vfl_aux_5: 0.7614 (0.7631)  loss_vfl_dn_0: 0.4502 (0.4536)  loss_vfl_dn_1: 0.3798 (0.3878)  loss_vfl_dn_2: 0.3658 (0.3718)  loss_vfl_dn_3: 0.3590 (0.3643)  loss_vfl_dn_4: 0.3578 (0.3618)  loss_vfl_dn_5: 0.3550 (0.3610)  time: 0.4896  data: 0.0141  max mem: 5654
Epoch: [43]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 15.0929 (15.8722)  loss_bbox: 0.1490 (0.1534)  loss_bbox_aux_0: 0.1698 (0.1667)  loss_bbox_aux_1: 0.1527 (0.1582)  loss_bbox_aux_2: 0.1500 (0.1559)  loss_bbox_aux_3: 0.1494 (0.1539)  loss_bbox_aux_4: 0.1487 (0.1534)  loss_bbox_aux_5: 0.2140 (0.2037)  loss_bbox_dn_0: 0.2839 (0.2696)  loss_bbox_dn_1: 0.1999 (0.1987)  loss_bbox_dn_2: 0.1804 (0.1781)  loss_bbox_dn_3: 0.1753 (0.1720)  loss_bbox_dn_4: 0.1723 (0.1706)  loss_bbox_dn_5: 0.1723 (0.1706)  loss_giou: 0.3871 (0.4733)  loss_giou_aux_0: 0.4004 (0.4974)  loss_giou_aux_1: 0.3825 (0.4832)  loss_giou_aux_2: 0.3825 (0.4781)  loss_giou_aux_3: 0.3868 (0.4747)  loss_giou_aux_4: 0.3868 (0.4734)  loss_giou_aux_5: 0.4677 (0.5626)  loss_giou_dn_0: 0.5157 (0.5806)  loss_giou_dn_1: 0.4037 (0.4731)  loss_giou_dn_2: 0.3761 (0.4429)  loss_giou_dn_3: 0.3685 (0.4346)  loss_giou_dn_4: 0.3681 (0.4325)  loss_giou_dn_5: 0.3682 (0.4327)  loss_vfl: 0.6832 (0.6757)  loss_vfl_aux_0: 0.7848 (0.7832)  loss_vfl_aux_1: 0.7223 (0.7370)  loss_vfl_aux_2: 0.7142 (0.7023)  loss_vfl_aux_3: 0.6773 (0.6872)  loss_vfl_aux_4: 0.6769 (0.6794)  loss_vfl_aux_5: 0.7641 (0.7631)  loss_vfl_dn_0: 0.4530 (0.4536)  loss_vfl_dn_1: 0.3855 (0.3878)  loss_vfl_dn_2: 0.3663 (0.3718)  loss_vfl_dn_3: 0.3600 (0.3644)  loss_vfl_dn_4: 0.3559 (0.3618)  loss_vfl_dn_5: 0.3566 (0.3611)  time: 0.4758  data: 0.0140  max mem: 5654
Epoch: [43]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.7379 (15.8744)  loss_bbox: 0.1539 (0.1534)  loss_bbox_aux_0: 0.1826 (0.1667)  loss_bbox_aux_1: 0.1682 (0.1583)  loss_bbox_aux_2: 0.1520 (0.1559)  loss_bbox_aux_3: 0.1545 (0.1539)  loss_bbox_aux_4: 0.1537 (0.1535)  loss_bbox_aux_5: 0.1908 (0.2037)  loss_bbox_dn_0: 0.2242 (0.2697)  loss_bbox_dn_1: 0.1676 (0.1987)  loss_bbox_dn_2: 0.1525 (0.1781)  loss_bbox_dn_3: 0.1511 (0.1721)  loss_bbox_dn_4: 0.1515 (0.1707)  loss_bbox_dn_5: 0.1515 (0.1707)  loss_giou: 0.4491 (0.4734)  loss_giou_aux_0: 0.4824 (0.4975)  loss_giou_aux_1: 0.4523 (0.4833)  loss_giou_aux_2: 0.4474 (0.4782)  loss_giou_aux_3: 0.4467 (0.4748)  loss_giou_aux_4: 0.4457 (0.4735)  loss_giou_aux_5: 0.5436 (0.5626)  loss_giou_dn_0: 0.5718 (0.5806)  loss_giou_dn_1: 0.4650 (0.4732)  loss_giou_dn_2: 0.4355 (0.4430)  loss_giou_dn_3: 0.4259 (0.4347)  loss_giou_dn_4: 0.4234 (0.4326)  loss_giou_dn_5: 0.4241 (0.4328)  loss_vfl: 0.6607 (0.6758)  loss_vfl_aux_0: 0.7563 (0.7832)  loss_vfl_aux_1: 0.7107 (0.7371)  loss_vfl_aux_2: 0.6812 (0.7024)  loss_vfl_aux_3: 0.6694 (0.6872)  loss_vfl_aux_4: 0.6677 (0.6795)  loss_vfl_aux_5: 0.7863 (0.7632)  loss_vfl_dn_0: 0.4506 (0.4536)  loss_vfl_dn_1: 0.3859 (0.3878)  loss_vfl_dn_2: 0.3664 (0.3719)  loss_vfl_dn_3: 0.3637 (0.3644)  loss_vfl_dn_4: 0.3609 (0.3619)  loss_vfl_dn_5: 0.3602 (0.3611)  time: 0.4801  data: 0.0138  max mem: 5654
Epoch: [43]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.6348 (15.8764)  loss_bbox: 0.1551 (0.1534)  loss_bbox_aux_0: 0.1631 (0.1667)  loss_bbox_aux_1: 0.1544 (0.1583)  loss_bbox_aux_2: 0.1575 (0.1559)  loss_bbox_aux_3: 0.1480 (0.1539)  loss_bbox_aux_4: 0.1484 (0.1535)  loss_bbox_aux_5: 0.1883 (0.2037)  loss_bbox_dn_0: 0.2465 (0.2696)  loss_bbox_dn_1: 0.1873 (0.1987)  loss_bbox_dn_2: 0.1701 (0.1781)  loss_bbox_dn_3: 0.1655 (0.1720)  loss_bbox_dn_4: 0.1637 (0.1706)  loss_bbox_dn_5: 0.1636 (0.1706)  loss_giou: 0.4716 (0.4737)  loss_giou_aux_0: 0.5072 (0.4978)  loss_giou_aux_1: 0.4860 (0.4836)  loss_giou_aux_2: 0.4692 (0.4785)  loss_giou_aux_3: 0.4851 (0.4752)  loss_giou_aux_4: 0.4783 (0.4738)  loss_giou_aux_5: 0.5432 (0.5630)  loss_giou_dn_0: 0.5909 (0.5807)  loss_giou_dn_1: 0.4641 (0.4733)  loss_giou_dn_2: 0.4344 (0.4431)  loss_giou_dn_3: 0.4256 (0.4349)  loss_giou_dn_4: 0.4241 (0.4328)  loss_giou_dn_5: 0.4243 (0.4330)  loss_vfl: 0.6629 (0.6756)  loss_vfl_aux_0: 0.7519 (0.7830)  loss_vfl_aux_1: 0.7094 (0.7368)  loss_vfl_aux_2: 0.6895 (0.7022)  loss_vfl_aux_3: 0.6725 (0.6871)  loss_vfl_aux_4: 0.6645 (0.6793)  loss_vfl_aux_5: 0.7322 (0.7630)  loss_vfl_dn_0: 0.4484 (0.4536)  loss_vfl_dn_1: 0.3831 (0.3878)  loss_vfl_dn_2: 0.3649 (0.3719)  loss_vfl_dn_3: 0.3588 (0.3644)  loss_vfl_dn_4: 0.3552 (0.3619)  loss_vfl_dn_5: 0.3539 (0.3611)  time: 0.4723  data: 0.0139  max mem: 5654
Epoch: [43]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 16.0762 (15.8784)  loss_bbox: 0.1466 (0.1535)  loss_bbox_aux_0: 0.1624 (0.1668)  loss_bbox_aux_1: 0.1455 (0.1584)  loss_bbox_aux_2: 0.1531 (0.1560)  loss_bbox_aux_3: 0.1509 (0.1540)  loss_bbox_aux_4: 0.1468 (0.1535)  loss_bbox_aux_5: 0.2003 (0.2038)  loss_bbox_dn_0: 0.2539 (0.2697)  loss_bbox_dn_1: 0.1911 (0.1987)  loss_bbox_dn_2: 0.1782 (0.1782)  loss_bbox_dn_3: 0.1708 (0.1721)  loss_bbox_dn_4: 0.1685 (0.1707)  loss_bbox_dn_5: 0.1685 (0.1707)  loss_giou: 0.5249 (0.4738)  loss_giou_aux_0: 0.5515 (0.4979)  loss_giou_aux_1: 0.5282 (0.4837)  loss_giou_aux_2: 0.5147 (0.4786)  loss_giou_aux_3: 0.5213 (0.4753)  loss_giou_aux_4: 0.5223 (0.4739)  loss_giou_aux_5: 0.6070 (0.5630)  loss_giou_dn_0: 0.6038 (0.5808)  loss_giou_dn_1: 0.4912 (0.4734)  loss_giou_dn_2: 0.4667 (0.4432)  loss_giou_dn_3: 0.4612 (0.4349)  loss_giou_dn_4: 0.4594 (0.4329)  loss_giou_dn_5: 0.4597 (0.4330)  loss_vfl: 0.6517 (0.6757)  loss_vfl_aux_0: 0.7624 (0.7829)  loss_vfl_aux_1: 0.7127 (0.7368)  loss_vfl_aux_2: 0.6891 (0.7022)  loss_vfl_aux_3: 0.6571 (0.6871)  loss_vfl_aux_4: 0.6473 (0.6794)  loss_vfl_aux_5: 0.7551 (0.7630)  loss_vfl_dn_0: 0.4506 (0.4536)  loss_vfl_dn_1: 0.3897 (0.3878)  loss_vfl_dn_2: 0.3732 (0.3719)  loss_vfl_dn_3: 0.3639 (0.3644)  loss_vfl_dn_4: 0.3632 (0.3619)  loss_vfl_dn_5: 0.3629 (0.3612)  time: 0.4798  data: 0.0138  max mem: 5654
Epoch: [43] Total time: 1:00:13 (0.4888 s / it)
Averaged stats: lr: 0.000010  loss: 16.0762 (15.8784)  loss_bbox: 0.1466 (0.1535)  loss_bbox_aux_0: 0.1624 (0.1668)  loss_bbox_aux_1: 0.1455 (0.1584)  loss_bbox_aux_2: 0.1531 (0.1560)  loss_bbox_aux_3: 0.1509 (0.1540)  loss_bbox_aux_4: 0.1468 (0.1535)  loss_bbox_aux_5: 0.2003 (0.2038)  loss_bbox_dn_0: 0.2539 (0.2697)  loss_bbox_dn_1: 0.1911 (0.1987)  loss_bbox_dn_2: 0.1782 (0.1782)  loss_bbox_dn_3: 0.1708 (0.1721)  loss_bbox_dn_4: 0.1685 (0.1707)  loss_bbox_dn_5: 0.1685 (0.1707)  loss_giou: 0.5249 (0.4738)  loss_giou_aux_0: 0.5515 (0.4979)  loss_giou_aux_1: 0.5282 (0.4837)  loss_giou_aux_2: 0.5147 (0.4786)  loss_giou_aux_3: 0.5213 (0.4753)  loss_giou_aux_4: 0.5223 (0.4739)  loss_giou_aux_5: 0.6070 (0.5630)  loss_giou_dn_0: 0.6038 (0.5808)  loss_giou_dn_1: 0.4912 (0.4734)  loss_giou_dn_2: 0.4667 (0.4432)  loss_giou_dn_3: 0.4612 (0.4349)  loss_giou_dn_4: 0.4594 (0.4329)  loss_giou_dn_5: 0.4597 (0.4330)  loss_vfl: 0.6517 (0.6757)  loss_vfl_aux_0: 0.7624 (0.7829)  loss_vfl_aux_1: 0.7127 (0.7368)  loss_vfl_aux_2: 0.6891 (0.7022)  loss_vfl_aux_3: 0.6571 (0.6871)  loss_vfl_aux_4: 0.6473 (0.6794)  loss_vfl_aux_5: 0.7551 (0.7630)  loss_vfl_dn_0: 0.4506 (0.4536)  loss_vfl_dn_1: 0.3897 (0.3878)  loss_vfl_dn_2: 0.3732 (0.3719)  loss_vfl_dn_3: 0.3639 (0.3644)  loss_vfl_dn_4: 0.3632 (0.3619)  loss_vfl_dn_5: 0.3629 (0.3612)
Test:  [  0/157]  eta: 0:04:14    time: 1.6184  data: 1.1978  max mem: 5654
Test:  [ 10/157]  eta: 0:01:14    time: 0.5096  data: 0.1330  max mem: 5654
Test:  [ 20/157]  eta: 0:01:48    time: 0.7477  data: 0.0261  max mem: 5654
Test:  [ 30/157]  eta: 0:01:23    time: 0.7404  data: 0.0254  max mem: 5654
Test:  [ 40/157]  eta: 0:01:09    time: 0.3925  data: 0.0258  max mem: 5654
Test:  [ 50/157]  eta: 0:00:59    time: 0.4009  data: 0.0267  max mem: 5654
Test:  [ 60/157]  eta: 0:00:51    time: 0.3999  data: 0.0267  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.3895  data: 0.0263  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.3901  data: 0.0263  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.3958  data: 0.0260  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3866  data: 0.0258  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3876  data: 0.0260  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3862  data: 0.0256  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3864  data: 0.0258  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.6728  data: 0.0262  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6567  data: 0.0256  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3588  data: 0.0248  max mem: 5654
Test: Total time: 0:01:15 (0.4795 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.27s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.524
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.706
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.567
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.348
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.570
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.698
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.389
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.652
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.721
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.544
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.769
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.882
best_stat:  {'epoch': 41, 'coco_eval_bbox': 0.5243968042098192}
Epoch: [44]  [   0/7393]  eta: 15:48:30  lr: 0.000010  loss: 13.5646 (13.5646)  loss_bbox: 0.1339 (0.1339)  loss_bbox_aux_0: 0.1658 (0.1658)  loss_bbox_aux_1: 0.1389 (0.1389)  loss_bbox_aux_2: 0.1381 (0.1381)  loss_bbox_aux_3: 0.1363 (0.1363)  loss_bbox_aux_4: 0.1340 (0.1340)  loss_bbox_aux_5: 0.1828 (0.1828)  loss_bbox_dn_0: 0.2121 (0.2121)  loss_bbox_dn_1: 0.1449 (0.1449)  loss_bbox_dn_2: 0.1318 (0.1318)  loss_bbox_dn_3: 0.1295 (0.1295)  loss_bbox_dn_4: 0.1291 (0.1291)  loss_bbox_dn_5: 0.1290 (0.1290)  loss_giou: 0.3303 (0.3303)  loss_giou_aux_0: 0.3672 (0.3672)  loss_giou_aux_1: 0.3474 (0.3474)  loss_giou_aux_2: 0.3472 (0.3472)  loss_giou_aux_3: 0.3349 (0.3349)  loss_giou_aux_4: 0.3304 (0.3304)  loss_giou_aux_5: 0.4023 (0.4023)  loss_giou_dn_0: 0.4447 (0.4447)  loss_giou_dn_1: 0.3366 (0.3366)  loss_giou_dn_2: 0.3134 (0.3134)  loss_giou_dn_3: 0.3067 (0.3067)  loss_giou_dn_4: 0.3070 (0.3070)  loss_giou_dn_5: 0.3071 (0.3071)  loss_vfl: 0.6852 (0.6852)  loss_vfl_aux_0: 0.7827 (0.7827)  loss_vfl_aux_1: 0.7649 (0.7649)  loss_vfl_aux_2: 0.7126 (0.7126)  loss_vfl_aux_3: 0.6762 (0.6762)  loss_vfl_aux_4: 0.6861 (0.6861)  loss_vfl_aux_5: 0.7949 (0.7949)  loss_vfl_dn_0: 0.4276 (0.4276)  loss_vfl_dn_1: 0.3513 (0.3513)  loss_vfl_dn_2: 0.3318 (0.3318)  loss_vfl_dn_3: 0.3254 (0.3254)  loss_vfl_dn_4: 0.3228 (0.3228)  loss_vfl_dn_5: 0.3217 (0.3217)  time: 7.6978  data: 3.3882  max mem: 5654
Epoch: [44]  [ 100/7393]  eta: 1:08:33  lr: 0.000010  loss: 16.1736 (15.6621)  loss_bbox: 0.1431 (0.1549)  loss_bbox_aux_0: 0.1661 (0.1693)  loss_bbox_aux_1: 0.1554 (0.1604)  loss_bbox_aux_2: 0.1497 (0.1585)  loss_bbox_aux_3: 0.1562 (0.1559)  loss_bbox_aux_4: 0.1483 (0.1553)  loss_bbox_aux_5: 0.1964 (0.2027)  loss_bbox_dn_0: 0.2523 (0.2713)  loss_bbox_dn_1: 0.1901 (0.1994)  loss_bbox_dn_2: 0.1734 (0.1775)  loss_bbox_dn_3: 0.1644 (0.1718)  loss_bbox_dn_4: 0.1606 (0.1704)  loss_bbox_dn_5: 0.1606 (0.1704)  loss_giou: 0.5219 (0.4624)  loss_giou_aux_0: 0.5555 (0.4874)  loss_giou_aux_1: 0.5173 (0.4718)  loss_giou_aux_2: 0.5124 (0.4680)  loss_giou_aux_3: 0.5210 (0.4642)  loss_giou_aux_4: 0.5191 (0.4632)  loss_giou_aux_5: 0.6073 (0.5502)  loss_giou_dn_0: 0.6447 (0.5702)  loss_giou_dn_1: 0.5499 (0.4641)  loss_giou_dn_2: 0.4973 (0.4339)  loss_giou_dn_3: 0.4896 (0.4251)  loss_giou_dn_4: 0.4886 (0.4231)  loss_giou_dn_5: 0.4888 (0.4234)  loss_vfl: 0.6504 (0.6684)  loss_vfl_aux_0: 0.7396 (0.7660)  loss_vfl_aux_1: 0.7061 (0.7222)  loss_vfl_aux_2: 0.6768 (0.6933)  loss_vfl_aux_3: 0.6453 (0.6775)  loss_vfl_aux_4: 0.6380 (0.6703)  loss_vfl_aux_5: 0.7308 (0.7613)  loss_vfl_dn_0: 0.4539 (0.4514)  loss_vfl_dn_1: 0.3932 (0.3839)  loss_vfl_dn_2: 0.3707 (0.3675)  loss_vfl_dn_3: 0.3677 (0.3605)  loss_vfl_dn_4: 0.3649 (0.3579)  loss_vfl_dn_5: 0.3652 (0.3571)  time: 0.4869  data: 0.0159  max mem: 5654
Epoch: [44]  [ 200/7393]  eta: 1:03:33  lr: 0.000010  loss: 15.8799 (15.6965)  loss_bbox: 0.1568 (0.1548)  loss_bbox_aux_0: 0.1638 (0.1692)  loss_bbox_aux_1: 0.1482 (0.1603)  loss_bbox_aux_2: 0.1585 (0.1580)  loss_bbox_aux_3: 0.1603 (0.1553)  loss_bbox_aux_4: 0.1566 (0.1553)  loss_bbox_aux_5: 0.2003 (0.2044)  loss_bbox_dn_0: 0.2828 (0.2694)  loss_bbox_dn_1: 0.1934 (0.1983)  loss_bbox_dn_2: 0.1798 (0.1778)  loss_bbox_dn_3: 0.1757 (0.1720)  loss_bbox_dn_4: 0.1750 (0.1707)  loss_bbox_dn_5: 0.1755 (0.1707)  loss_giou: 0.4485 (0.4655)  loss_giou_aux_0: 0.4760 (0.4898)  loss_giou_aux_1: 0.4499 (0.4744)  loss_giou_aux_2: 0.4394 (0.4710)  loss_giou_aux_3: 0.4478 (0.4673)  loss_giou_aux_4: 0.4483 (0.4662)  loss_giou_aux_5: 0.5437 (0.5545)  loss_giou_dn_0: 0.5633 (0.5737)  loss_giou_dn_1: 0.4579 (0.4669)  loss_giou_dn_2: 0.4196 (0.4373)  loss_giou_dn_3: 0.4171 (0.4288)  loss_giou_dn_4: 0.4157 (0.4267)  loss_giou_dn_5: 0.4157 (0.4269)  loss_vfl: 0.6483 (0.6641)  loss_vfl_aux_0: 0.7465 (0.7680)  loss_vfl_aux_1: 0.7043 (0.7228)  loss_vfl_aux_2: 0.6589 (0.6912)  loss_vfl_aux_3: 0.6643 (0.6766)  loss_vfl_aux_4: 0.6544 (0.6666)  loss_vfl_aux_5: 0.7287 (0.7561)  loss_vfl_dn_0: 0.4576 (0.4521)  loss_vfl_dn_1: 0.3877 (0.3859)  loss_vfl_dn_2: 0.3722 (0.3690)  loss_vfl_dn_3: 0.3676 (0.3618)  loss_vfl_dn_4: 0.3640 (0.3590)  loss_vfl_dn_5: 0.3626 (0.3581)  time: 0.5033  data: 0.0157  max mem: 5654
Epoch: [44]  [ 300/7393]  eta: 1:01:03  lr: 0.000010  loss: 16.3655 (15.7730)  loss_bbox: 0.1596 (0.1551)  loss_bbox_aux_0: 0.1834 (0.1693)  loss_bbox_aux_1: 0.1774 (0.1611)  loss_bbox_aux_2: 0.1755 (0.1584)  loss_bbox_aux_3: 0.1651 (0.1559)  loss_bbox_aux_4: 0.1597 (0.1558)  loss_bbox_aux_5: 0.2156 (0.2053)  loss_bbox_dn_0: 0.2765 (0.2714)  loss_bbox_dn_1: 0.2092 (0.1991)  loss_bbox_dn_2: 0.1757 (0.1786)  loss_bbox_dn_3: 0.1702 (0.1727)  loss_bbox_dn_4: 0.1695 (0.1714)  loss_bbox_dn_5: 0.1696 (0.1715)  loss_giou: 0.4957 (0.4679)  loss_giou_aux_0: 0.4954 (0.4920)  loss_giou_aux_1: 0.5030 (0.4776)  loss_giou_aux_2: 0.5001 (0.4736)  loss_giou_aux_3: 0.4997 (0.4696)  loss_giou_aux_4: 0.4985 (0.4687)  loss_giou_aux_5: 0.5689 (0.5566)  loss_giou_dn_0: 0.6018 (0.5775)  loss_giou_dn_1: 0.4924 (0.4693)  loss_giou_dn_2: 0.4661 (0.4393)  loss_giou_dn_3: 0.4547 (0.4308)  loss_giou_dn_4: 0.4565 (0.4288)  loss_giou_dn_5: 0.4570 (0.4290)  loss_vfl: 0.6375 (0.6675)  loss_vfl_aux_0: 0.7102 (0.7754)  loss_vfl_aux_1: 0.6770 (0.7268)  loss_vfl_aux_2: 0.6433 (0.6947)  loss_vfl_aux_3: 0.6418 (0.6796)  loss_vfl_aux_4: 0.6371 (0.6697)  loss_vfl_aux_5: 0.7217 (0.7614)  loss_vfl_dn_0: 0.4546 (0.4532)  loss_vfl_dn_1: 0.3887 (0.3867)  loss_vfl_dn_2: 0.3750 (0.3701)  loss_vfl_dn_3: 0.3655 (0.3627)  loss_vfl_dn_4: 0.3652 (0.3598)  loss_vfl_dn_5: 0.3643 (0.3590)  time: 0.4868  data: 0.0162  max mem: 5654
Epoch: [44]  [ 400/7393]  eta: 0:59:18  lr: 0.000010  loss: 15.9872 (15.8024)  loss_bbox: 0.1504 (0.1560)  loss_bbox_aux_0: 0.1641 (0.1701)  loss_bbox_aux_1: 0.1612 (0.1620)  loss_bbox_aux_2: 0.1595 (0.1588)  loss_bbox_aux_3: 0.1523 (0.1565)  loss_bbox_aux_4: 0.1573 (0.1564)  loss_bbox_aux_5: 0.1995 (0.2058)  loss_bbox_dn_0: 0.2510 (0.2700)  loss_bbox_dn_1: 0.1812 (0.1984)  loss_bbox_dn_2: 0.1648 (0.1782)  loss_bbox_dn_3: 0.1603 (0.1723)  loss_bbox_dn_4: 0.1586 (0.1710)  loss_bbox_dn_5: 0.1586 (0.1710)  loss_giou: 0.5073 (0.4707)  loss_giou_aux_0: 0.5215 (0.4949)  loss_giou_aux_1: 0.5062 (0.4809)  loss_giou_aux_2: 0.5017 (0.4760)  loss_giou_aux_3: 0.5031 (0.4726)  loss_giou_aux_4: 0.5028 (0.4715)  loss_giou_aux_5: 0.5720 (0.5589)  loss_giou_dn_0: 0.6078 (0.5781)  loss_giou_dn_1: 0.4966 (0.4702)  loss_giou_dn_2: 0.4711 (0.4402)  loss_giou_dn_3: 0.4611 (0.4318)  loss_giou_dn_4: 0.4599 (0.4297)  loss_giou_dn_5: 0.4599 (0.4299)  loss_vfl: 0.6540 (0.6681)  loss_vfl_aux_0: 0.7654 (0.7745)  loss_vfl_aux_1: 0.7297 (0.7259)  loss_vfl_aux_2: 0.6819 (0.6956)  loss_vfl_aux_3: 0.6712 (0.6801)  loss_vfl_aux_4: 0.6625 (0.6703)  loss_vfl_aux_5: 0.7427 (0.7607)  loss_vfl_dn_0: 0.4559 (0.4532)  loss_vfl_dn_1: 0.3953 (0.3873)  loss_vfl_dn_2: 0.3780 (0.3708)  loss_vfl_dn_3: 0.3729 (0.3635)  loss_vfl_dn_4: 0.3690 (0.3607)  loss_vfl_dn_5: 0.3678 (0.3599)  time: 0.4697  data: 0.0149  max mem: 5654
Epoch: [44]  [ 500/7393]  eta: 0:59:21  lr: 0.000010  loss: 15.9326 (15.7890)  loss_bbox: 0.1463 (0.1548)  loss_bbox_aux_0: 0.1485 (0.1688)  loss_bbox_aux_1: 0.1469 (0.1605)  loss_bbox_aux_2: 0.1446 (0.1575)  loss_bbox_aux_3: 0.1492 (0.1554)  loss_bbox_aux_4: 0.1434 (0.1552)  loss_bbox_aux_5: 0.1911 (0.2051)  loss_bbox_dn_0: 0.2389 (0.2678)  loss_bbox_dn_1: 0.1754 (0.1968)  loss_bbox_dn_2: 0.1557 (0.1768)  loss_bbox_dn_3: 0.1501 (0.1709)  loss_bbox_dn_4: 0.1481 (0.1697)  loss_bbox_dn_5: 0.1481 (0.1697)  loss_giou: 0.4370 (0.4709)  loss_giou_aux_0: 0.4639 (0.4954)  loss_giou_aux_1: 0.4541 (0.4812)  loss_giou_aux_2: 0.4541 (0.4763)  loss_giou_aux_3: 0.4462 (0.4729)  loss_giou_aux_4: 0.4394 (0.4718)  loss_giou_aux_5: 0.5293 (0.5596)  loss_giou_dn_0: 0.5620 (0.5777)  loss_giou_dn_1: 0.4434 (0.4697)  loss_giou_dn_2: 0.4156 (0.4397)  loss_giou_dn_3: 0.4048 (0.4314)  loss_giou_dn_4: 0.4004 (0.4293)  loss_giou_dn_5: 0.4008 (0.4295)  loss_vfl: 0.6667 (0.6696)  loss_vfl_aux_0: 0.7608 (0.7741)  loss_vfl_aux_1: 0.7226 (0.7263)  loss_vfl_aux_2: 0.7143 (0.6966)  loss_vfl_aux_3: 0.6802 (0.6812)  loss_vfl_aux_4: 0.6739 (0.6718)  loss_vfl_aux_5: 0.7221 (0.7603)  loss_vfl_dn_0: 0.4521 (0.4528)  loss_vfl_dn_1: 0.3928 (0.3871)  loss_vfl_dn_2: 0.3796 (0.3708)  loss_vfl_dn_3: 0.3715 (0.3635)  loss_vfl_dn_4: 0.3667 (0.3606)  loss_vfl_dn_5: 0.3654 (0.3598)  time: 0.4747  data: 0.0157  max mem: 5654
Epoch: [44]  [ 600/7393]  eta: 0:57:53  lr: 0.000010  loss: 15.2102 (15.7765)  loss_bbox: 0.1261 (0.1546)  loss_bbox_aux_0: 0.1549 (0.1687)  loss_bbox_aux_1: 0.1350 (0.1603)  loss_bbox_aux_2: 0.1404 (0.1574)  loss_bbox_aux_3: 0.1357 (0.1553)  loss_bbox_aux_4: 0.1256 (0.1550)  loss_bbox_aux_5: 0.2041 (0.2053)  loss_bbox_dn_0: 0.2625 (0.2683)  loss_bbox_dn_1: 0.1901 (0.1971)  loss_bbox_dn_2: 0.1643 (0.1768)  loss_bbox_dn_3: 0.1597 (0.1710)  loss_bbox_dn_4: 0.1605 (0.1697)  loss_bbox_dn_5: 0.1606 (0.1697)  loss_giou: 0.3976 (0.4699)  loss_giou_aux_0: 0.4216 (0.4941)  loss_giou_aux_1: 0.4001 (0.4800)  loss_giou_aux_2: 0.4027 (0.4753)  loss_giou_aux_3: 0.3986 (0.4717)  loss_giou_aux_4: 0.3971 (0.4708)  loss_giou_aux_5: 0.4876 (0.5590)  loss_giou_dn_0: 0.5147 (0.5768)  loss_giou_dn_1: 0.4192 (0.4686)  loss_giou_dn_2: 0.3978 (0.4385)  loss_giou_dn_3: 0.3900 (0.4303)  loss_giou_dn_4: 0.3870 (0.4283)  loss_giou_dn_5: 0.3875 (0.4284)  loss_vfl: 0.6844 (0.6696)  loss_vfl_aux_0: 0.7973 (0.7749)  loss_vfl_aux_1: 0.7601 (0.7267)  loss_vfl_aux_2: 0.6991 (0.6964)  loss_vfl_aux_3: 0.6897 (0.6816)  loss_vfl_aux_4: 0.7021 (0.6721)  loss_vfl_aux_5: 0.7705 (0.7613)  loss_vfl_dn_0: 0.4532 (0.4531)  loss_vfl_dn_1: 0.3765 (0.3869)  loss_vfl_dn_2: 0.3553 (0.3705)  loss_vfl_dn_3: 0.3469 (0.3632)  loss_vfl_dn_4: 0.3461 (0.3602)  loss_vfl_dn_5: 0.3436 (0.3594)  time: 0.4875  data: 0.0155  max mem: 5654
Epoch: [44]  [ 700/7393]  eta: 0:56:34  lr: 0.000010  loss: 15.8442 (15.7746)  loss_bbox: 0.1456 (0.1542)  loss_bbox_aux_0: 0.1592 (0.1684)  loss_bbox_aux_1: 0.1540 (0.1599)  loss_bbox_aux_2: 0.1530 (0.1571)  loss_bbox_aux_3: 0.1424 (0.1549)  loss_bbox_aux_4: 0.1456 (0.1546)  loss_bbox_aux_5: 0.1950 (0.2047)  loss_bbox_dn_0: 0.2572 (0.2683)  loss_bbox_dn_1: 0.1920 (0.1971)  loss_bbox_dn_2: 0.1752 (0.1767)  loss_bbox_dn_3: 0.1678 (0.1708)  loss_bbox_dn_4: 0.1647 (0.1695)  loss_bbox_dn_5: 0.1647 (0.1695)  loss_giou: 0.4696 (0.4687)  loss_giou_aux_0: 0.4830 (0.4930)  loss_giou_aux_1: 0.4795 (0.4790)  loss_giou_aux_2: 0.4742 (0.4742)  loss_giou_aux_3: 0.4797 (0.4705)  loss_giou_aux_4: 0.4754 (0.4695)  loss_giou_aux_5: 0.5504 (0.5575)  loss_giou_dn_0: 0.6060 (0.5771)  loss_giou_dn_1: 0.4747 (0.4691)  loss_giou_dn_2: 0.4478 (0.4390)  loss_giou_dn_3: 0.4453 (0.4308)  loss_giou_dn_4: 0.4432 (0.4288)  loss_giou_dn_5: 0.4433 (0.4289)  loss_vfl: 0.6573 (0.6706)  loss_vfl_aux_0: 0.7509 (0.7764)  loss_vfl_aux_1: 0.6945 (0.7277)  loss_vfl_aux_2: 0.6802 (0.6972)  loss_vfl_aux_3: 0.6773 (0.6825)  loss_vfl_aux_4: 0.6645 (0.6729)  loss_vfl_aux_5: 0.7598 (0.7628)  loss_vfl_dn_0: 0.4496 (0.4530)  loss_vfl_dn_1: 0.3901 (0.3869)  loss_vfl_dn_2: 0.3684 (0.3705)  loss_vfl_dn_3: 0.3597 (0.3630)  loss_vfl_dn_4: 0.3573 (0.3601)  loss_vfl_dn_5: 0.3557 (0.3593)  time: 0.4909  data: 0.0148  max mem: 5654
Epoch: [44]  [ 800/7393]  eta: 0:56:15  lr: 0.000010  loss: 15.4714 (15.7840)  loss_bbox: 0.1308 (0.1535)  loss_bbox_aux_0: 0.1544 (0.1677)  loss_bbox_aux_1: 0.1390 (0.1591)  loss_bbox_aux_2: 0.1375 (0.1563)  loss_bbox_aux_3: 0.1397 (0.1541)  loss_bbox_aux_4: 0.1349 (0.1538)  loss_bbox_aux_5: 0.1923 (0.2038)  loss_bbox_dn_0: 0.2110 (0.2670)  loss_bbox_dn_1: 0.1545 (0.1965)  loss_bbox_dn_2: 0.1343 (0.1761)  loss_bbox_dn_3: 0.1289 (0.1702)  loss_bbox_dn_4: 0.1272 (0.1689)  loss_bbox_dn_5: 0.1273 (0.1689)  loss_giou: 0.4701 (0.4712)  loss_giou_aux_0: 0.4942 (0.4956)  loss_giou_aux_1: 0.4703 (0.4813)  loss_giou_aux_2: 0.4763 (0.4766)  loss_giou_aux_3: 0.4771 (0.4730)  loss_giou_aux_4: 0.4760 (0.4720)  loss_giou_aux_5: 0.5606 (0.5608)  loss_giou_dn_0: 0.5835 (0.5792)  loss_giou_dn_1: 0.4748 (0.4713)  loss_giou_dn_2: 0.4433 (0.4411)  loss_giou_dn_3: 0.4348 (0.4330)  loss_giou_dn_4: 0.4347 (0.4309)  loss_giou_dn_5: 0.4348 (0.4311)  loss_vfl: 0.6512 (0.6690)  loss_vfl_aux_0: 0.7663 (0.7745)  loss_vfl_aux_1: 0.7103 (0.7261)  loss_vfl_aux_2: 0.6736 (0.6954)  loss_vfl_aux_3: 0.6579 (0.6806)  loss_vfl_aux_4: 0.6509 (0.6712)  loss_vfl_aux_5: 0.7627 (0.7606)  loss_vfl_dn_0: 0.4504 (0.4528)  loss_vfl_dn_1: 0.3906 (0.3868)  loss_vfl_dn_2: 0.3767 (0.3707)  loss_vfl_dn_3: 0.3697 (0.3633)  loss_vfl_dn_4: 0.3664 (0.3603)  loss_vfl_dn_5: 0.3661 (0.3595)  time: 0.8217  data: 0.0153  max mem: 5654
Epoch: [44]  [ 900/7393]  eta: 0:54:59  lr: 0.000010  loss: 15.3186 (15.7797)  loss_bbox: 0.1325 (0.1534)  loss_bbox_aux_0: 0.1485 (0.1675)  loss_bbox_aux_1: 0.1412 (0.1590)  loss_bbox_aux_2: 0.1427 (0.1562)  loss_bbox_aux_3: 0.1377 (0.1540)  loss_bbox_aux_4: 0.1346 (0.1537)  loss_bbox_aux_5: 0.1824 (0.2039)  loss_bbox_dn_0: 0.2294 (0.2678)  loss_bbox_dn_1: 0.1628 (0.1968)  loss_bbox_dn_2: 0.1509 (0.1763)  loss_bbox_dn_3: 0.1437 (0.1703)  loss_bbox_dn_4: 0.1429 (0.1689)  loss_bbox_dn_5: 0.1429 (0.1689)  loss_giou: 0.4584 (0.4698)  loss_giou_aux_0: 0.4592 (0.4941)  loss_giou_aux_1: 0.4667 (0.4800)  loss_giou_aux_2: 0.4517 (0.4751)  loss_giou_aux_3: 0.4616 (0.4716)  loss_giou_aux_4: 0.4581 (0.4706)  loss_giou_aux_5: 0.5378 (0.5594)  loss_giou_dn_0: 0.5721 (0.5784)  loss_giou_dn_1: 0.4611 (0.4706)  loss_giou_dn_2: 0.4309 (0.4404)  loss_giou_dn_3: 0.4207 (0.4323)  loss_giou_dn_4: 0.4180 (0.4302)  loss_giou_dn_5: 0.4180 (0.4304)  loss_vfl: 0.6520 (0.6707)  loss_vfl_aux_0: 0.7638 (0.7762)  loss_vfl_aux_1: 0.6885 (0.7274)  loss_vfl_aux_2: 0.6658 (0.6964)  loss_vfl_aux_3: 0.6675 (0.6819)  loss_vfl_aux_4: 0.6571 (0.6727)  loss_vfl_aux_5: 0.7484 (0.7618)  loss_vfl_dn_0: 0.4478 (0.4528)  loss_vfl_dn_1: 0.3870 (0.3869)  loss_vfl_dn_2: 0.3686 (0.3707)  loss_vfl_dn_3: 0.3592 (0.3631)  loss_vfl_dn_4: 0.3582 (0.3602)  loss_vfl_dn_5: 0.3584 (0.3594)  time: 0.4828  data: 0.0139  max mem: 5654
Epoch: [44]  [1000/7393]  eta: 0:53:53  lr: 0.000010  loss: 15.9441 (15.7873)  loss_bbox: 0.1664 (0.1535)  loss_bbox_aux_0: 0.1656 (0.1674)  loss_bbox_aux_1: 0.1710 (0.1592)  loss_bbox_aux_2: 0.1704 (0.1564)  loss_bbox_aux_3: 0.1644 (0.1542)  loss_bbox_aux_4: 0.1592 (0.1538)  loss_bbox_aux_5: 0.2067 (0.2043)  loss_bbox_dn_0: 0.2621 (0.2685)  loss_bbox_dn_1: 0.2039 (0.1975)  loss_bbox_dn_2: 0.1794 (0.1770)  loss_bbox_dn_3: 0.1773 (0.1710)  loss_bbox_dn_4: 0.1783 (0.1697)  loss_bbox_dn_5: 0.1781 (0.1697)  loss_giou: 0.4721 (0.4699)  loss_giou_aux_0: 0.4959 (0.4939)  loss_giou_aux_1: 0.4771 (0.4800)  loss_giou_aux_2: 0.4677 (0.4752)  loss_giou_aux_3: 0.4719 (0.4716)  loss_giou_aux_4: 0.4679 (0.4706)  loss_giou_aux_5: 0.5642 (0.5597)  loss_giou_dn_0: 0.5820 (0.5782)  loss_giou_dn_1: 0.4666 (0.4706)  loss_giou_dn_2: 0.4370 (0.4404)  loss_giou_dn_3: 0.4290 (0.4322)  loss_giou_dn_4: 0.4271 (0.4301)  loss_giou_dn_5: 0.4269 (0.4303)  loss_vfl: 0.6634 (0.6712)  loss_vfl_aux_0: 0.7888 (0.7765)  loss_vfl_aux_1: 0.7163 (0.7273)  loss_vfl_aux_2: 0.6890 (0.6968)  loss_vfl_aux_3: 0.6823 (0.6822)  loss_vfl_aux_4: 0.6833 (0.6734)  loss_vfl_aux_5: 0.7442 (0.7618)  loss_vfl_dn_0: 0.4467 (0.4527)  loss_vfl_dn_1: 0.3873 (0.3869)  loss_vfl_dn_2: 0.3716 (0.3706)  loss_vfl_dn_3: 0.3665 (0.3631)  loss_vfl_dn_4: 0.3624 (0.3603)  loss_vfl_dn_5: 0.3626 (0.3595)  time: 0.4617  data: 0.0146  max mem: 5654
Epoch: [44]  [1100/7393]  eta: 0:52:47  lr: 0.000010  loss: 15.0702 (15.7740)  loss_bbox: 0.1369 (0.1533)  loss_bbox_aux_0: 0.1496 (0.1671)  loss_bbox_aux_1: 0.1324 (0.1589)  loss_bbox_aux_2: 0.1348 (0.1561)  loss_bbox_aux_3: 0.1373 (0.1538)  loss_bbox_aux_4: 0.1370 (0.1535)  loss_bbox_aux_5: 0.1860 (0.2038)  loss_bbox_dn_0: 0.2592 (0.2687)  loss_bbox_dn_1: 0.1898 (0.1976)  loss_bbox_dn_2: 0.1693 (0.1770)  loss_bbox_dn_3: 0.1666 (0.1710)  loss_bbox_dn_4: 0.1669 (0.1696)  loss_bbox_dn_5: 0.1662 (0.1696)  loss_giou: 0.4138 (0.4688)  loss_giou_aux_0: 0.4160 (0.4929)  loss_giou_aux_1: 0.4128 (0.4788)  loss_giou_aux_2: 0.4069 (0.4740)  loss_giou_aux_3: 0.3999 (0.4704)  loss_giou_aux_4: 0.4117 (0.4695)  loss_giou_aux_5: 0.4736 (0.5587)  loss_giou_dn_0: 0.5357 (0.5775)  loss_giou_dn_1: 0.4387 (0.4697)  loss_giou_dn_2: 0.4164 (0.4396)  loss_giou_dn_3: 0.4122 (0.4314)  loss_giou_dn_4: 0.4106 (0.4293)  loss_giou_dn_5: 0.4109 (0.4294)  loss_vfl: 0.6427 (0.6714)  loss_vfl_aux_0: 0.7605 (0.7767)  loss_vfl_aux_1: 0.6957 (0.7276)  loss_vfl_aux_2: 0.6753 (0.6971)  loss_vfl_aux_3: 0.6560 (0.6823)  loss_vfl_aux_4: 0.6442 (0.6737)  loss_vfl_aux_5: 0.7553 (0.7625)  loss_vfl_dn_0: 0.4496 (0.4527)  loss_vfl_dn_1: 0.3863 (0.3868)  loss_vfl_dn_2: 0.3663 (0.3705)  loss_vfl_dn_3: 0.3600 (0.3630)  loss_vfl_dn_4: 0.3573 (0.3602)  loss_vfl_dn_5: 0.3559 (0.3595)  time: 0.4740  data: 0.0150  max mem: 5654
Epoch: [44]  [1200/7393]  eta: 0:51:48  lr: 0.000010  loss: 15.6283 (15.7633)  loss_bbox: 0.1384 (0.1529)  loss_bbox_aux_0: 0.1581 (0.1665)  loss_bbox_aux_1: 0.1458 (0.1585)  loss_bbox_aux_2: 0.1419 (0.1556)  loss_bbox_aux_3: 0.1421 (0.1534)  loss_bbox_aux_4: 0.1384 (0.1531)  loss_bbox_aux_5: 0.1837 (0.2032)  loss_bbox_dn_0: 0.2428 (0.2677)  loss_bbox_dn_1: 0.1832 (0.1969)  loss_bbox_dn_2: 0.1610 (0.1763)  loss_bbox_dn_3: 0.1586 (0.1703)  loss_bbox_dn_4: 0.1562 (0.1689)  loss_bbox_dn_5: 0.1561 (0.1689)  loss_giou: 0.4470 (0.4689)  loss_giou_aux_0: 0.4852 (0.4928)  loss_giou_aux_1: 0.4543 (0.4789)  loss_giou_aux_2: 0.4534 (0.4742)  loss_giou_aux_3: 0.4508 (0.4705)  loss_giou_aux_4: 0.4521 (0.4695)  loss_giou_aux_5: 0.5593 (0.5586)  loss_giou_dn_0: 0.5612 (0.5774)  loss_giou_dn_1: 0.4799 (0.4697)  loss_giou_dn_2: 0.4453 (0.4396)  loss_giou_dn_3: 0.4370 (0.4314)  loss_giou_dn_4: 0.4337 (0.4293)  loss_giou_dn_5: 0.4338 (0.4295)  loss_vfl: 0.6448 (0.6712)  loss_vfl_aux_0: 0.7593 (0.7766)  loss_vfl_aux_1: 0.7184 (0.7272)  loss_vfl_aux_2: 0.6783 (0.6967)  loss_vfl_aux_3: 0.6494 (0.6820)  loss_vfl_aux_4: 0.6438 (0.6736)  loss_vfl_aux_5: 0.7312 (0.7620)  loss_vfl_dn_0: 0.4490 (0.4523)  loss_vfl_dn_1: 0.3871 (0.3866)  loss_vfl_dn_2: 0.3704 (0.3702)  loss_vfl_dn_3: 0.3609 (0.3628)  loss_vfl_dn_4: 0.3590 (0.3600)  loss_vfl_dn_5: 0.3583 (0.3592)  time: 0.4906  data: 0.0146  max mem: 5654
Epoch: [44]  [1300/7393]  eta: 0:50:48  lr: 0.000010  loss: 16.1192 (15.7736)  loss_bbox: 0.1521 (0.1527)  loss_bbox_aux_0: 0.1631 (0.1660)  loss_bbox_aux_1: 0.1574 (0.1584)  loss_bbox_aux_2: 0.1580 (0.1555)  loss_bbox_aux_3: 0.1591 (0.1533)  loss_bbox_aux_4: 0.1543 (0.1529)  loss_bbox_aux_5: 0.2023 (0.2028)  loss_bbox_dn_0: 0.2446 (0.2670)  loss_bbox_dn_1: 0.1769 (0.1963)  loss_bbox_dn_2: 0.1529 (0.1759)  loss_bbox_dn_3: 0.1488 (0.1698)  loss_bbox_dn_4: 0.1482 (0.1685)  loss_bbox_dn_5: 0.1482 (0.1685)  loss_giou: 0.5125 (0.4704)  loss_giou_aux_0: 0.5356 (0.4942)  loss_giou_aux_1: 0.5275 (0.4804)  loss_giou_aux_2: 0.5155 (0.4757)  loss_giou_aux_3: 0.5156 (0.4721)  loss_giou_aux_4: 0.5101 (0.4710)  loss_giou_aux_5: 0.5968 (0.5599)  loss_giou_dn_0: 0.5900 (0.5782)  loss_giou_dn_1: 0.4939 (0.4706)  loss_giou_dn_2: 0.4633 (0.4405)  loss_giou_dn_3: 0.4538 (0.4323)  loss_giou_dn_4: 0.4533 (0.4302)  loss_giou_dn_5: 0.4532 (0.4304)  loss_vfl: 0.6565 (0.6712)  loss_vfl_aux_0: 0.7716 (0.7764)  loss_vfl_aux_1: 0.7089 (0.7270)  loss_vfl_aux_2: 0.6818 (0.6965)  loss_vfl_aux_3: 0.6731 (0.6821)  loss_vfl_aux_4: 0.6678 (0.6737)  loss_vfl_aux_5: 0.7516 (0.7613)  loss_vfl_dn_0: 0.4489 (0.4523)  loss_vfl_dn_1: 0.3789 (0.3867)  loss_vfl_dn_2: 0.3669 (0.3704)  loss_vfl_dn_3: 0.3606 (0.3629)  loss_vfl_dn_4: 0.3576 (0.3602)  loss_vfl_dn_5: 0.3574 (0.3594)  time: 0.4816  data: 0.0139  max mem: 5654
Epoch: [44]  [1400/7393]  eta: 0:49:51  lr: 0.000010  loss: 15.7588 (15.7858)  loss_bbox: 0.1463 (0.1526)  loss_bbox_aux_0: 0.1626 (0.1659)  loss_bbox_aux_1: 0.1540 (0.1583)  loss_bbox_aux_2: 0.1552 (0.1555)  loss_bbox_aux_3: 0.1489 (0.1533)  loss_bbox_aux_4: 0.1467 (0.1528)  loss_bbox_aux_5: 0.1982 (0.2027)  loss_bbox_dn_0: 0.2704 (0.2664)  loss_bbox_dn_1: 0.1950 (0.1960)  loss_bbox_dn_2: 0.1722 (0.1756)  loss_bbox_dn_3: 0.1646 (0.1695)  loss_bbox_dn_4: 0.1648 (0.1682)  loss_bbox_dn_5: 0.1642 (0.1682)  loss_giou: 0.4234 (0.4716)  loss_giou_aux_0: 0.4475 (0.4956)  loss_giou_aux_1: 0.4293 (0.4817)  loss_giou_aux_2: 0.4285 (0.4769)  loss_giou_aux_3: 0.4258 (0.4733)  loss_giou_aux_4: 0.4195 (0.4721)  loss_giou_aux_5: 0.5153 (0.5612)  loss_giou_dn_0: 0.5632 (0.5785)  loss_giou_dn_1: 0.4547 (0.4711)  loss_giou_dn_2: 0.4139 (0.4410)  loss_giou_dn_3: 0.4054 (0.4328)  loss_giou_dn_4: 0.4038 (0.4307)  loss_giou_dn_5: 0.4036 (0.4309)  loss_vfl: 0.7059 (0.6717)  loss_vfl_aux_0: 0.8042 (0.7765)  loss_vfl_aux_1: 0.7494 (0.7274)  loss_vfl_aux_2: 0.7236 (0.6966)  loss_vfl_aux_3: 0.7072 (0.6824)  loss_vfl_aux_4: 0.7030 (0.6744)  loss_vfl_aux_5: 0.7797 (0.7613)  loss_vfl_dn_0: 0.4572 (0.4524)  loss_vfl_dn_1: 0.3911 (0.3869)  loss_vfl_dn_2: 0.3736 (0.3706)  loss_vfl_dn_3: 0.3686 (0.3632)  loss_vfl_dn_4: 0.3626 (0.3604)  loss_vfl_dn_5: 0.3617 (0.3597)  time: 0.4901  data: 0.0138  max mem: 5654
Epoch: [44]  [1500/7393]  eta: 0:48:54  lr: 0.000010  loss: 15.5545 (15.7841)  loss_bbox: 0.1529 (0.1527)  loss_bbox_aux_0: 0.1669 (0.1661)  loss_bbox_aux_1: 0.1520 (0.1584)  loss_bbox_aux_2: 0.1539 (0.1556)  loss_bbox_aux_3: 0.1527 (0.1534)  loss_bbox_aux_4: 0.1528 (0.1528)  loss_bbox_aux_5: 0.1954 (0.2029)  loss_bbox_dn_0: 0.2595 (0.2667)  loss_bbox_dn_1: 0.1964 (0.1961)  loss_bbox_dn_2: 0.1758 (0.1756)  loss_bbox_dn_3: 0.1691 (0.1695)  loss_bbox_dn_4: 0.1662 (0.1682)  loss_bbox_dn_5: 0.1662 (0.1682)  loss_giou: 0.4510 (0.4716)  loss_giou_aux_0: 0.4598 (0.4957)  loss_giou_aux_1: 0.4553 (0.4818)  loss_giou_aux_2: 0.4428 (0.4770)  loss_giou_aux_3: 0.4555 (0.4734)  loss_giou_aux_4: 0.4615 (0.4721)  loss_giou_aux_5: 0.5315 (0.5612)  loss_giou_dn_0: 0.5540 (0.5784)  loss_giou_dn_1: 0.4495 (0.4710)  loss_giou_dn_2: 0.4192 (0.4408)  loss_giou_dn_3: 0.4126 (0.4326)  loss_giou_dn_4: 0.4129 (0.4306)  loss_giou_dn_5: 0.4131 (0.4308)  loss_vfl: 0.6459 (0.6714)  loss_vfl_aux_0: 0.7281 (0.7764)  loss_vfl_aux_1: 0.6883 (0.7268)  loss_vfl_aux_2: 0.6661 (0.6960)  loss_vfl_aux_3: 0.6444 (0.6818)  loss_vfl_aux_4: 0.6423 (0.6741)  loss_vfl_aux_5: 0.7287 (0.7610)  loss_vfl_dn_0: 0.4492 (0.4524)  loss_vfl_dn_1: 0.3881 (0.3869)  loss_vfl_dn_2: 0.3695 (0.3706)  loss_vfl_dn_3: 0.3630 (0.3632)  loss_vfl_dn_4: 0.3603 (0.3605)  loss_vfl_dn_5: 0.3612 (0.3597)  time: 0.4761  data: 0.0140  max mem: 5654
Epoch: [44]  [1600/7393]  eta: 0:48:00  lr: 0.000010  loss: 15.6577 (15.7948)  loss_bbox: 0.1451 (0.1529)  loss_bbox_aux_0: 0.1541 (0.1663)  loss_bbox_aux_1: 0.1553 (0.1586)  loss_bbox_aux_2: 0.1505 (0.1558)  loss_bbox_aux_3: 0.1482 (0.1536)  loss_bbox_aux_4: 0.1468 (0.1530)  loss_bbox_aux_5: 0.1876 (0.2032)  loss_bbox_dn_0: 0.2419 (0.2670)  loss_bbox_dn_1: 0.1868 (0.1965)  loss_bbox_dn_2: 0.1714 (0.1759)  loss_bbox_dn_3: 0.1636 (0.1699)  loss_bbox_dn_4: 0.1623 (0.1686)  loss_bbox_dn_5: 0.1624 (0.1686)  loss_giou: 0.4485 (0.4713)  loss_giou_aux_0: 0.4525 (0.4956)  loss_giou_aux_1: 0.4543 (0.4816)  loss_giou_aux_2: 0.4602 (0.4768)  loss_giou_aux_3: 0.4542 (0.4731)  loss_giou_aux_4: 0.4531 (0.4718)  loss_giou_aux_5: 0.5317 (0.5612)  loss_giou_dn_0: 0.5638 (0.5786)  loss_giou_dn_1: 0.4665 (0.4710)  loss_giou_dn_2: 0.4438 (0.4408)  loss_giou_dn_3: 0.4351 (0.4326)  loss_giou_dn_4: 0.4350 (0.4306)  loss_giou_dn_5: 0.4355 (0.4308)  loss_vfl: 0.6856 (0.6726)  loss_vfl_aux_0: 0.7861 (0.7777)  loss_vfl_aux_1: 0.7471 (0.7277)  loss_vfl_aux_2: 0.7092 (0.6970)  loss_vfl_aux_3: 0.7033 (0.6831)  loss_vfl_aux_4: 0.6898 (0.6753)  loss_vfl_aux_5: 0.7790 (0.7615)  loss_vfl_dn_0: 0.4543 (0.4526)  loss_vfl_dn_1: 0.3917 (0.3870)  loss_vfl_dn_2: 0.3725 (0.3708)  loss_vfl_dn_3: 0.3650 (0.3634)  loss_vfl_dn_4: 0.3630 (0.3606)  loss_vfl_dn_5: 0.3631 (0.3599)  time: 0.4789  data: 0.0139  max mem: 5654
Epoch: [44]  [1700/7393]  eta: 0:47:05  lr: 0.000010  loss: 16.1384 (15.7964)  loss_bbox: 0.1592 (0.1527)  loss_bbox_aux_0: 0.1613 (0.1662)  loss_bbox_aux_1: 0.1608 (0.1585)  loss_bbox_aux_2: 0.1589 (0.1557)  loss_bbox_aux_3: 0.1579 (0.1535)  loss_bbox_aux_4: 0.1592 (0.1529)  loss_bbox_aux_5: 0.2250 (0.2028)  loss_bbox_dn_0: 0.2605 (0.2665)  loss_bbox_dn_1: 0.1872 (0.1961)  loss_bbox_dn_2: 0.1741 (0.1756)  loss_bbox_dn_3: 0.1720 (0.1696)  loss_bbox_dn_4: 0.1718 (0.1683)  loss_bbox_dn_5: 0.1718 (0.1683)  loss_giou: 0.4799 (0.4713)  loss_giou_aux_0: 0.5050 (0.4958)  loss_giou_aux_1: 0.4879 (0.4817)  loss_giou_aux_2: 0.4821 (0.4767)  loss_giou_aux_3: 0.4780 (0.4731)  loss_giou_aux_4: 0.4821 (0.4718)  loss_giou_aux_5: 0.5685 (0.5613)  loss_giou_dn_0: 0.5915 (0.5786)  loss_giou_dn_1: 0.4889 (0.4711)  loss_giou_dn_2: 0.4636 (0.4409)  loss_giou_dn_3: 0.4516 (0.4327)  loss_giou_dn_4: 0.4482 (0.4307)  loss_giou_dn_5: 0.4489 (0.4308)  loss_vfl: 0.7200 (0.6731)  loss_vfl_aux_0: 0.7820 (0.7779)  loss_vfl_aux_1: 0.7519 (0.7281)  loss_vfl_aux_2: 0.7378 (0.6975)  loss_vfl_aux_3: 0.7267 (0.6837)  loss_vfl_aux_4: 0.7232 (0.6759)  loss_vfl_aux_5: 0.7657 (0.7617)  loss_vfl_dn_0: 0.4584 (0.4527)  loss_vfl_dn_1: 0.3926 (0.3871)  loss_vfl_dn_2: 0.3793 (0.3709)  loss_vfl_dn_3: 0.3749 (0.3635)  loss_vfl_dn_4: 0.3709 (0.3608)  loss_vfl_dn_5: 0.3682 (0.3601)  time: 0.4871  data: 0.0148  max mem: 5654
Epoch: [44]  [1800/7393]  eta: 0:46:11  lr: 0.000010  loss: 16.2279 (15.8029)  loss_bbox: 0.1486 (0.1526)  loss_bbox_aux_0: 0.1567 (0.1661)  loss_bbox_aux_1: 0.1509 (0.1583)  loss_bbox_aux_2: 0.1449 (0.1556)  loss_bbox_aux_3: 0.1453 (0.1534)  loss_bbox_aux_4: 0.1493 (0.1528)  loss_bbox_aux_5: 0.1842 (0.2027)  loss_bbox_dn_0: 0.2205 (0.2665)  loss_bbox_dn_1: 0.1645 (0.1961)  loss_bbox_dn_2: 0.1457 (0.1757)  loss_bbox_dn_3: 0.1431 (0.1696)  loss_bbox_dn_4: 0.1436 (0.1684)  loss_bbox_dn_5: 0.1436 (0.1684)  loss_giou: 0.4534 (0.4721)  loss_giou_aux_0: 0.4750 (0.4966)  loss_giou_aux_1: 0.4660 (0.4824)  loss_giou_aux_2: 0.4624 (0.4774)  loss_giou_aux_3: 0.4555 (0.4738)  loss_giou_aux_4: 0.4560 (0.4725)  loss_giou_aux_5: 0.5376 (0.5619)  loss_giou_dn_0: 0.5749 (0.5794)  loss_giou_dn_1: 0.4752 (0.4718)  loss_giou_dn_2: 0.4352 (0.4416)  loss_giou_dn_3: 0.4259 (0.4334)  loss_giou_dn_4: 0.4241 (0.4313)  loss_giou_dn_5: 0.4241 (0.4315)  loss_vfl: 0.6357 (0.6727)  loss_vfl_aux_0: 0.7334 (0.7773)  loss_vfl_aux_1: 0.6926 (0.7281)  loss_vfl_aux_2: 0.6590 (0.6972)  loss_vfl_aux_3: 0.6435 (0.6833)  loss_vfl_aux_4: 0.6394 (0.6756)  loss_vfl_aux_5: 0.7056 (0.7611)  loss_vfl_dn_0: 0.4481 (0.4526)  loss_vfl_dn_1: 0.3895 (0.3872)  loss_vfl_dn_2: 0.3726 (0.3710)  loss_vfl_dn_3: 0.3651 (0.3636)  loss_vfl_dn_4: 0.3606 (0.3609)  loss_vfl_dn_5: 0.3611 (0.3602)  time: 0.4812  data: 0.0135  max mem: 5654
Epoch: [44]  [1900/7393]  eta: 0:45:17  lr: 0.000010  loss: 16.4511 (15.8121)  loss_bbox: 0.1456 (0.1529)  loss_bbox_aux_0: 0.1544 (0.1664)  loss_bbox_aux_1: 0.1597 (0.1586)  loss_bbox_aux_2: 0.1617 (0.1558)  loss_bbox_aux_3: 0.1486 (0.1536)  loss_bbox_aux_4: 0.1427 (0.1530)  loss_bbox_aux_5: 0.1901 (0.2030)  loss_bbox_dn_0: 0.2344 (0.2671)  loss_bbox_dn_1: 0.1730 (0.1966)  loss_bbox_dn_2: 0.1607 (0.1761)  loss_bbox_dn_3: 0.1580 (0.1700)  loss_bbox_dn_4: 0.1561 (0.1687)  loss_bbox_dn_5: 0.1561 (0.1687)  loss_giou: 0.5499 (0.4725)  loss_giou_aux_0: 0.5605 (0.4971)  loss_giou_aux_1: 0.5524 (0.4828)  loss_giou_aux_2: 0.5455 (0.4778)  loss_giou_aux_3: 0.5492 (0.4742)  loss_giou_aux_4: 0.5537 (0.4729)  loss_giou_aux_5: 0.6394 (0.5625)  loss_giou_dn_0: 0.6160 (0.5800)  loss_giou_dn_1: 0.5128 (0.4724)  loss_giou_dn_2: 0.4874 (0.4421)  loss_giou_dn_3: 0.4800 (0.4338)  loss_giou_dn_4: 0.4802 (0.4318)  loss_giou_dn_5: 0.4808 (0.4320)  loss_vfl: 0.6616 (0.6726)  loss_vfl_aux_0: 0.7703 (0.7773)  loss_vfl_aux_1: 0.7185 (0.7278)  loss_vfl_aux_2: 0.6798 (0.6971)  loss_vfl_aux_3: 0.6630 (0.6832)  loss_vfl_aux_4: 0.6611 (0.6755)  loss_vfl_aux_5: 0.7231 (0.7607)  loss_vfl_dn_0: 0.4421 (0.4525)  loss_vfl_dn_1: 0.3887 (0.3872)  loss_vfl_dn_2: 0.3692 (0.3710)  loss_vfl_dn_3: 0.3628 (0.3637)  loss_vfl_dn_4: 0.3607 (0.3610)  loss_vfl_dn_5: 0.3595 (0.3602)  time: 0.4613  data: 0.0138  max mem: 5654
Epoch: [44]  [2000/7393]  eta: 0:44:22  lr: 0.000010  loss: 15.9805 (15.8145)  loss_bbox: 0.1510 (0.1529)  loss_bbox_aux_0: 0.1581 (0.1664)  loss_bbox_aux_1: 0.1498 (0.1586)  loss_bbox_aux_2: 0.1532 (0.1559)  loss_bbox_aux_3: 0.1495 (0.1536)  loss_bbox_aux_4: 0.1510 (0.1530)  loss_bbox_aux_5: 0.1999 (0.2030)  loss_bbox_dn_0: 0.2635 (0.2673)  loss_bbox_dn_1: 0.1844 (0.1967)  loss_bbox_dn_2: 0.1639 (0.1761)  loss_bbox_dn_3: 0.1585 (0.1701)  loss_bbox_dn_4: 0.1575 (0.1688)  loss_bbox_dn_5: 0.1572 (0.1688)  loss_giou: 0.4715 (0.4724)  loss_giou_aux_0: 0.5123 (0.4972)  loss_giou_aux_1: 0.4830 (0.4829)  loss_giou_aux_2: 0.4844 (0.4779)  loss_giou_aux_3: 0.4816 (0.4741)  loss_giou_aux_4: 0.4728 (0.4728)  loss_giou_aux_5: 0.5788 (0.5624)  loss_giou_dn_0: 0.5881 (0.5798)  loss_giou_dn_1: 0.4746 (0.4723)  loss_giou_dn_2: 0.4501 (0.4420)  loss_giou_dn_3: 0.4369 (0.4338)  loss_giou_dn_4: 0.4354 (0.4317)  loss_giou_dn_5: 0.4354 (0.4319)  loss_vfl: 0.6657 (0.6730)  loss_vfl_aux_0: 0.7494 (0.7771)  loss_vfl_aux_1: 0.7253 (0.7281)  loss_vfl_aux_2: 0.7014 (0.6973)  loss_vfl_aux_3: 0.6789 (0.6835)  loss_vfl_aux_4: 0.6660 (0.6758)  loss_vfl_aux_5: 0.7579 (0.7612)  loss_vfl_dn_0: 0.4479 (0.4526)  loss_vfl_dn_1: 0.3829 (0.3873)  loss_vfl_dn_2: 0.3725 (0.3711)  loss_vfl_dn_3: 0.3652 (0.3637)  loss_vfl_dn_4: 0.3625 (0.3611)  loss_vfl_dn_5: 0.3603 (0.3603)  time: 0.4758  data: 0.0139  max mem: 5654
Epoch: [44]  [2100/7393]  eta: 0:43:29  lr: 0.000010  loss: 15.7306 (15.8166)  loss_bbox: 0.1549 (0.1530)  loss_bbox_aux_0: 0.1780 (0.1665)  loss_bbox_aux_1: 0.1627 (0.1587)  loss_bbox_aux_2: 0.1625 (0.1559)  loss_bbox_aux_3: 0.1596 (0.1536)  loss_bbox_aux_4: 0.1545 (0.1531)  loss_bbox_aux_5: 0.2059 (0.2031)  loss_bbox_dn_0: 0.2599 (0.2677)  loss_bbox_dn_1: 0.1852 (0.1969)  loss_bbox_dn_2: 0.1660 (0.1764)  loss_bbox_dn_3: 0.1615 (0.1703)  loss_bbox_dn_4: 0.1561 (0.1690)  loss_bbox_dn_5: 0.1560 (0.1690)  loss_giou: 0.4291 (0.4726)  loss_giou_aux_0: 0.4641 (0.4973)  loss_giou_aux_1: 0.4438 (0.4830)  loss_giou_aux_2: 0.4366 (0.4779)  loss_giou_aux_3: 0.4348 (0.4743)  loss_giou_aux_4: 0.4306 (0.4730)  loss_giou_aux_5: 0.5257 (0.5625)  loss_giou_dn_0: 0.5589 (0.5798)  loss_giou_dn_1: 0.4438 (0.4722)  loss_giou_dn_2: 0.4068 (0.4419)  loss_giou_dn_3: 0.3941 (0.4337)  loss_giou_dn_4: 0.3935 (0.4317)  loss_giou_dn_5: 0.3936 (0.4318)  loss_vfl: 0.6334 (0.6727)  loss_vfl_aux_0: 0.7187 (0.7770)  loss_vfl_aux_1: 0.6897 (0.7279)  loss_vfl_aux_2: 0.6575 (0.6975)  loss_vfl_aux_3: 0.6440 (0.6833)  loss_vfl_aux_4: 0.6381 (0.6756)  loss_vfl_aux_5: 0.7205 (0.7613)  loss_vfl_dn_0: 0.4542 (0.4527)  loss_vfl_dn_1: 0.3906 (0.3873)  loss_vfl_dn_2: 0.3736 (0.3712)  loss_vfl_dn_3: 0.3639 (0.3638)  loss_vfl_dn_4: 0.3635 (0.3611)  loss_vfl_dn_5: 0.3615 (0.3604)  time: 0.4806  data: 0.0146  max mem: 5654
Epoch: [44]  [2200/7393]  eta: 0:42:36  lr: 0.000010  loss: 15.9468 (15.8094)  loss_bbox: 0.1437 (0.1530)  loss_bbox_aux_0: 0.1507 (0.1666)  loss_bbox_aux_1: 0.1496 (0.1587)  loss_bbox_aux_2: 0.1487 (0.1559)  loss_bbox_aux_3: 0.1431 (0.1537)  loss_bbox_aux_4: 0.1433 (0.1531)  loss_bbox_aux_5: 0.1834 (0.2032)  loss_bbox_dn_0: 0.2439 (0.2678)  loss_bbox_dn_1: 0.1649 (0.1969)  loss_bbox_dn_2: 0.1467 (0.1763)  loss_bbox_dn_3: 0.1426 (0.1703)  loss_bbox_dn_4: 0.1418 (0.1689)  loss_bbox_dn_5: 0.1420 (0.1689)  loss_giou: 0.4891 (0.4722)  loss_giou_aux_0: 0.5016 (0.4968)  loss_giou_aux_1: 0.4987 (0.4826)  loss_giou_aux_2: 0.4980 (0.4775)  loss_giou_aux_3: 0.4941 (0.4739)  loss_giou_aux_4: 0.4929 (0.4726)  loss_giou_aux_5: 0.5917 (0.5619)  loss_giou_dn_0: 0.5865 (0.5796)  loss_giou_dn_1: 0.4777 (0.4719)  loss_giou_dn_2: 0.4433 (0.4416)  loss_giou_dn_3: 0.4356 (0.4334)  loss_giou_dn_4: 0.4319 (0.4313)  loss_giou_dn_5: 0.4320 (0.4315)  loss_vfl: 0.6432 (0.6723)  loss_vfl_aux_0: 0.7367 (0.7770)  loss_vfl_aux_1: 0.6884 (0.7278)  loss_vfl_aux_2: 0.6602 (0.6970)  loss_vfl_aux_3: 0.6450 (0.6831)  loss_vfl_aux_4: 0.6461 (0.6753)  loss_vfl_aux_5: 0.7409 (0.7612)  loss_vfl_dn_0: 0.4473 (0.4525)  loss_vfl_dn_1: 0.3890 (0.3872)  loss_vfl_dn_2: 0.3744 (0.3710)  loss_vfl_dn_3: 0.3662 (0.3636)  loss_vfl_dn_4: 0.3636 (0.3610)  loss_vfl_dn_5: 0.3631 (0.3602)  time: 0.4729  data: 0.0147  max mem: 5654
Epoch: [44]  [2300/7393]  eta: 0:41:44  lr: 0.000010  loss: 15.6874 (15.8113)  loss_bbox: 0.1542 (0.1532)  loss_bbox_aux_0: 0.1516 (0.1666)  loss_bbox_aux_1: 0.1536 (0.1588)  loss_bbox_aux_2: 0.1435 (0.1560)  loss_bbox_aux_3: 0.1512 (0.1538)  loss_bbox_aux_4: 0.1549 (0.1533)  loss_bbox_aux_5: 0.1900 (0.2033)  loss_bbox_dn_0: 0.2503 (0.2682)  loss_bbox_dn_1: 0.1834 (0.1973)  loss_bbox_dn_2: 0.1679 (0.1766)  loss_bbox_dn_3: 0.1622 (0.1706)  loss_bbox_dn_4: 0.1619 (0.1692)  loss_bbox_dn_5: 0.1627 (0.1692)  loss_giou: 0.4757 (0.4720)  loss_giou_aux_0: 0.5067 (0.4964)  loss_giou_aux_1: 0.4865 (0.4824)  loss_giou_aux_2: 0.4843 (0.4773)  loss_giou_aux_3: 0.4806 (0.4737)  loss_giou_aux_4: 0.4748 (0.4724)  loss_giou_aux_5: 0.5391 (0.5617)  loss_giou_dn_0: 0.5752 (0.5795)  loss_giou_dn_1: 0.4583 (0.4718)  loss_giou_dn_2: 0.4327 (0.4415)  loss_giou_dn_3: 0.4269 (0.4333)  loss_giou_dn_4: 0.4253 (0.4312)  loss_giou_dn_5: 0.4256 (0.4314)  loss_vfl: 0.6426 (0.6725)  loss_vfl_aux_0: 0.7471 (0.7772)  loss_vfl_aux_1: 0.6740 (0.7279)  loss_vfl_aux_2: 0.6637 (0.6973)  loss_vfl_aux_3: 0.6530 (0.6833)  loss_vfl_aux_4: 0.6379 (0.6756)  loss_vfl_aux_5: 0.6980 (0.7613)  loss_vfl_dn_0: 0.4508 (0.4526)  loss_vfl_dn_1: 0.3875 (0.3872)  loss_vfl_dn_2: 0.3736 (0.3710)  loss_vfl_dn_3: 0.3680 (0.3636)  loss_vfl_dn_4: 0.3634 (0.3609)  loss_vfl_dn_5: 0.3625 (0.3602)  time: 0.4753  data: 0.0135  max mem: 5654
Epoch: [44]  [2400/7393]  eta: 0:41:04  lr: 0.000010  loss: 16.0544 (15.8110)  loss_bbox: 0.1447 (0.1531)  loss_bbox_aux_0: 0.1638 (0.1667)  loss_bbox_aux_1: 0.1520 (0.1589)  loss_bbox_aux_2: 0.1506 (0.1561)  loss_bbox_aux_3: 0.1437 (0.1538)  loss_bbox_aux_4: 0.1430 (0.1532)  loss_bbox_aux_5: 0.2023 (0.2034)  loss_bbox_dn_0: 0.2541 (0.2683)  loss_bbox_dn_1: 0.1904 (0.1974)  loss_bbox_dn_2: 0.1587 (0.1767)  loss_bbox_dn_3: 0.1543 (0.1706)  loss_bbox_dn_4: 0.1552 (0.1693)  loss_bbox_dn_5: 0.1552 (0.1693)  loss_giou: 0.4766 (0.4720)  loss_giou_aux_0: 0.5015 (0.4966)  loss_giou_aux_1: 0.4748 (0.4825)  loss_giou_aux_2: 0.4733 (0.4774)  loss_giou_aux_3: 0.4732 (0.4737)  loss_giou_aux_4: 0.4746 (0.4723)  loss_giou_aux_5: 0.5436 (0.5617)  loss_giou_dn_0: 0.5959 (0.5794)  loss_giou_dn_1: 0.4891 (0.4718)  loss_giou_dn_2: 0.4607 (0.4415)  loss_giou_dn_3: 0.4468 (0.4332)  loss_giou_dn_4: 0.4469 (0.4312)  loss_giou_dn_5: 0.4481 (0.4314)  loss_vfl: 0.6526 (0.6727)  loss_vfl_aux_0: 0.7580 (0.7769)  loss_vfl_aux_1: 0.6932 (0.7276)  loss_vfl_aux_2: 0.6870 (0.6972)  loss_vfl_aux_3: 0.6674 (0.6834)  loss_vfl_aux_4: 0.6497 (0.6758)  loss_vfl_aux_5: 0.7261 (0.7609)  loss_vfl_dn_0: 0.4431 (0.4525)  loss_vfl_dn_1: 0.3836 (0.3872)  loss_vfl_dn_2: 0.3674 (0.3710)  loss_vfl_dn_3: 0.3611 (0.3636)  loss_vfl_dn_4: 0.3577 (0.3610)  loss_vfl_dn_5: 0.3580 (0.3602)  time: 0.4779  data: 0.0134  max mem: 5654
Epoch: [44]  [2500/7393]  eta: 0:40:10  lr: 0.000010  loss: 15.8304 (15.8103)  loss_bbox: 0.1430 (0.1529)  loss_bbox_aux_0: 0.1644 (0.1666)  loss_bbox_aux_1: 0.1470 (0.1587)  loss_bbox_aux_2: 0.1425 (0.1559)  loss_bbox_aux_3: 0.1420 (0.1537)  loss_bbox_aux_4: 0.1480 (0.1530)  loss_bbox_aux_5: 0.1967 (0.2033)  loss_bbox_dn_0: 0.2454 (0.2681)  loss_bbox_dn_1: 0.1825 (0.1972)  loss_bbox_dn_2: 0.1643 (0.1765)  loss_bbox_dn_3: 0.1592 (0.1705)  loss_bbox_dn_4: 0.1579 (0.1691)  loss_bbox_dn_5: 0.1580 (0.1691)  loss_giou: 0.4462 (0.4720)  loss_giou_aux_0: 0.4707 (0.4967)  loss_giou_aux_1: 0.4546 (0.4825)  loss_giou_aux_2: 0.4516 (0.4774)  loss_giou_aux_3: 0.4482 (0.4736)  loss_giou_aux_4: 0.4493 (0.4724)  loss_giou_aux_5: 0.5442 (0.5617)  loss_giou_dn_0: 0.5636 (0.5795)  loss_giou_dn_1: 0.4580 (0.4718)  loss_giou_dn_2: 0.4269 (0.4415)  loss_giou_dn_3: 0.4188 (0.4333)  loss_giou_dn_4: 0.4197 (0.4313)  loss_giou_dn_5: 0.4202 (0.4314)  loss_vfl: 0.6806 (0.6728)  loss_vfl_aux_0: 0.7628 (0.7768)  loss_vfl_aux_1: 0.7161 (0.7278)  loss_vfl_aux_2: 0.6839 (0.6973)  loss_vfl_aux_3: 0.6846 (0.6837)  loss_vfl_aux_4: 0.6692 (0.6759)  loss_vfl_aux_5: 0.7707 (0.7609)  loss_vfl_dn_0: 0.4497 (0.4525)  loss_vfl_dn_1: 0.3904 (0.3871)  loss_vfl_dn_2: 0.3734 (0.3709)  loss_vfl_dn_3: 0.3659 (0.3636)  loss_vfl_dn_4: 0.3627 (0.3609)  loss_vfl_dn_5: 0.3631 (0.3602)  time: 0.4700  data: 0.0136  max mem: 5654
Epoch: [44]  [2600/7393]  eta: 0:39:17  lr: 0.000010  loss: 16.0133 (15.8170)  loss_bbox: 0.1421 (0.1529)  loss_bbox_aux_0: 0.1646 (0.1667)  loss_bbox_aux_1: 0.1475 (0.1587)  loss_bbox_aux_2: 0.1433 (0.1559)  loss_bbox_aux_3: 0.1429 (0.1537)  loss_bbox_aux_4: 0.1421 (0.1531)  loss_bbox_aux_5: 0.2186 (0.2033)  loss_bbox_dn_0: 0.3039 (0.2680)  loss_bbox_dn_1: 0.2160 (0.1972)  loss_bbox_dn_2: 0.1878 (0.1765)  loss_bbox_dn_3: 0.1814 (0.1705)  loss_bbox_dn_4: 0.1818 (0.1691)  loss_bbox_dn_5: 0.1818 (0.1691)  loss_giou: 0.4320 (0.4727)  loss_giou_aux_0: 0.4576 (0.4974)  loss_giou_aux_1: 0.4305 (0.4832)  loss_giou_aux_2: 0.4387 (0.4780)  loss_giou_aux_3: 0.4334 (0.4744)  loss_giou_aux_4: 0.4327 (0.4731)  loss_giou_aux_5: 0.5413 (0.5625)  loss_giou_dn_0: 0.5756 (0.5800)  loss_giou_dn_1: 0.4728 (0.4725)  loss_giou_dn_2: 0.4389 (0.4421)  loss_giou_dn_3: 0.4333 (0.4339)  loss_giou_dn_4: 0.4295 (0.4319)  loss_giou_dn_5: 0.4298 (0.4321)  loss_vfl: 0.6777 (0.6727)  loss_vfl_aux_0: 0.7946 (0.7764)  loss_vfl_aux_1: 0.7493 (0.7277)  loss_vfl_aux_2: 0.7055 (0.6971)  loss_vfl_aux_3: 0.6906 (0.6835)  loss_vfl_aux_4: 0.6821 (0.6757)  loss_vfl_aux_5: 0.7572 (0.7603)  loss_vfl_dn_0: 0.4518 (0.4525)  loss_vfl_dn_1: 0.3896 (0.3872)  loss_vfl_dn_2: 0.3744 (0.3710)  loss_vfl_dn_3: 0.3681 (0.3636)  loss_vfl_dn_4: 0.3670 (0.3610)  loss_vfl_dn_5: 0.3647 (0.3602)  time: 0.4736  data: 0.0135  max mem: 5654
Epoch: [44]  [2700/7393]  eta: 0:38:38  lr: 0.000010  loss: 15.2417 (15.8082)  loss_bbox: 0.1541 (0.1529)  loss_bbox_aux_0: 0.1619 (0.1666)  loss_bbox_aux_1: 0.1586 (0.1588)  loss_bbox_aux_2: 0.1559 (0.1558)  loss_bbox_aux_3: 0.1541 (0.1536)  loss_bbox_aux_4: 0.1516 (0.1530)  loss_bbox_aux_5: 0.1956 (0.2032)  loss_bbox_dn_0: 0.2503 (0.2678)  loss_bbox_dn_1: 0.1775 (0.1970)  loss_bbox_dn_2: 0.1578 (0.1763)  loss_bbox_dn_3: 0.1548 (0.1703)  loss_bbox_dn_4: 0.1551 (0.1689)  loss_bbox_dn_5: 0.1551 (0.1689)  loss_giou: 0.4332 (0.4723)  loss_giou_aux_0: 0.4720 (0.4969)  loss_giou_aux_1: 0.4479 (0.4828)  loss_giou_aux_2: 0.4387 (0.4776)  loss_giou_aux_3: 0.4346 (0.4739)  loss_giou_aux_4: 0.4345 (0.4726)  loss_giou_aux_5: 0.5329 (0.5621)  loss_giou_dn_0: 0.5532 (0.5795)  loss_giou_dn_1: 0.4348 (0.4719)  loss_giou_dn_2: 0.3991 (0.4417)  loss_giou_dn_3: 0.3861 (0.4334)  loss_giou_dn_4: 0.3841 (0.4314)  loss_giou_dn_5: 0.3841 (0.4316)  loss_vfl: 0.6358 (0.6725)  loss_vfl_aux_0: 0.7594 (0.7765)  loss_vfl_aux_1: 0.6898 (0.7275)  loss_vfl_aux_2: 0.6714 (0.6970)  loss_vfl_aux_3: 0.6434 (0.6834)  loss_vfl_aux_4: 0.6413 (0.6756)  loss_vfl_aux_5: 0.7327 (0.7604)  loss_vfl_dn_0: 0.4474 (0.4524)  loss_vfl_dn_1: 0.3762 (0.3870)  loss_vfl_dn_2: 0.3580 (0.3708)  loss_vfl_dn_3: 0.3526 (0.3635)  loss_vfl_dn_4: 0.3488 (0.3608)  loss_vfl_dn_5: 0.3486 (0.3601)  time: 0.4652  data: 0.0134  max mem: 5654
Epoch: [44]  [2800/7393]  eta: 0:37:45  lr: 0.000010  loss: 15.0108 (15.8073)  loss_bbox: 0.1404 (0.1528)  loss_bbox_aux_0: 0.1584 (0.1664)  loss_bbox_aux_1: 0.1580 (0.1587)  loss_bbox_aux_2: 0.1453 (0.1558)  loss_bbox_aux_3: 0.1448 (0.1535)  loss_bbox_aux_4: 0.1404 (0.1529)  loss_bbox_aux_5: 0.1884 (0.2030)  loss_bbox_dn_0: 0.2696 (0.2676)  loss_bbox_dn_1: 0.1928 (0.1968)  loss_bbox_dn_2: 0.1681 (0.1761)  loss_bbox_dn_3: 0.1594 (0.1701)  loss_bbox_dn_4: 0.1560 (0.1688)  loss_bbox_dn_5: 0.1560 (0.1688)  loss_giou: 0.3724 (0.4725)  loss_giou_aux_0: 0.4083 (0.4971)  loss_giou_aux_1: 0.3776 (0.4830)  loss_giou_aux_2: 0.3737 (0.4779)  loss_giou_aux_3: 0.3728 (0.4742)  loss_giou_aux_4: 0.3719 (0.4729)  loss_giou_aux_5: 0.4728 (0.5624)  loss_giou_dn_0: 0.5469 (0.5797)  loss_giou_dn_1: 0.4403 (0.4721)  loss_giou_dn_2: 0.4031 (0.4418)  loss_giou_dn_3: 0.3964 (0.4336)  loss_giou_dn_4: 0.3924 (0.4315)  loss_giou_dn_5: 0.3924 (0.4317)  loss_vfl: 0.6517 (0.6723)  loss_vfl_aux_0: 0.7798 (0.7762)  loss_vfl_aux_1: 0.7168 (0.7273)  loss_vfl_aux_2: 0.6856 (0.6966)  loss_vfl_aux_3: 0.6667 (0.6831)  loss_vfl_aux_4: 0.6617 (0.6755)  loss_vfl_aux_5: 0.7464 (0.7600)  loss_vfl_dn_0: 0.4405 (0.4524)  loss_vfl_dn_1: 0.3688 (0.3870)  loss_vfl_dn_2: 0.3529 (0.3708)  loss_vfl_dn_3: 0.3464 (0.3635)  loss_vfl_dn_4: 0.3448 (0.3608)  loss_vfl_dn_5: 0.3439 (0.3601)  time: 0.4720  data: 0.0137  max mem: 5654
Epoch: [44]  [2900/7393]  eta: 0:36:53  lr: 0.000010  loss: 15.4786 (15.8063)  loss_bbox: 0.1442 (0.1527)  loss_bbox_aux_0: 0.1548 (0.1663)  loss_bbox_aux_1: 0.1532 (0.1586)  loss_bbox_aux_2: 0.1423 (0.1557)  loss_bbox_aux_3: 0.1414 (0.1534)  loss_bbox_aux_4: 0.1452 (0.1528)  loss_bbox_aux_5: 0.1879 (0.2031)  loss_bbox_dn_0: 0.2524 (0.2677)  loss_bbox_dn_1: 0.1873 (0.1968)  loss_bbox_dn_2: 0.1632 (0.1761)  loss_bbox_dn_3: 0.1551 (0.1701)  loss_bbox_dn_4: 0.1539 (0.1688)  loss_bbox_dn_5: 0.1539 (0.1688)  loss_giou: 0.4665 (0.4724)  loss_giou_aux_0: 0.4977 (0.4969)  loss_giou_aux_1: 0.4919 (0.4828)  loss_giou_aux_2: 0.4794 (0.4778)  loss_giou_aux_3: 0.4657 (0.4740)  loss_giou_aux_4: 0.4654 (0.4727)  loss_giou_aux_5: 0.5768 (0.5623)  loss_giou_dn_0: 0.5824 (0.5795)  loss_giou_dn_1: 0.4759 (0.4719)  loss_giou_dn_2: 0.4466 (0.4417)  loss_giou_dn_3: 0.4388 (0.4334)  loss_giou_dn_4: 0.4372 (0.4314)  loss_giou_dn_5: 0.4373 (0.4316)  loss_vfl: 0.6240 (0.6725)  loss_vfl_aux_0: 0.7412 (0.7765)  loss_vfl_aux_1: 0.6928 (0.7274)  loss_vfl_aux_2: 0.6471 (0.6967)  loss_vfl_aux_3: 0.6441 (0.6834)  loss_vfl_aux_4: 0.6274 (0.6757)  loss_vfl_aux_5: 0.7220 (0.7601)  loss_vfl_dn_0: 0.4522 (0.4525)  loss_vfl_dn_1: 0.3926 (0.3871)  loss_vfl_dn_2: 0.3739 (0.3709)  loss_vfl_dn_3: 0.3689 (0.3635)  loss_vfl_dn_4: 0.3652 (0.3609)  loss_vfl_dn_5: 0.3650 (0.3601)  time: 0.4834  data: 0.0135  max mem: 5654
Epoch: [44]  [3000/7393]  eta: 0:36:02  lr: 0.000010  loss: 16.3400 (15.8150)  loss_bbox: 0.1624 (0.1529)  loss_bbox_aux_0: 0.1818 (0.1665)  loss_bbox_aux_1: 0.1748 (0.1588)  loss_bbox_aux_2: 0.1668 (0.1560)  loss_bbox_aux_3: 0.1614 (0.1536)  loss_bbox_aux_4: 0.1632 (0.1531)  loss_bbox_aux_5: 0.2252 (0.2035)  loss_bbox_dn_0: 0.3081 (0.2682)  loss_bbox_dn_1: 0.2290 (0.1972)  loss_bbox_dn_2: 0.2112 (0.1765)  loss_bbox_dn_3: 0.2065 (0.1704)  loss_bbox_dn_4: 0.2059 (0.1691)  loss_bbox_dn_5: 0.2059 (0.1691)  loss_giou: 0.4569 (0.4723)  loss_giou_aux_0: 0.4892 (0.4969)  loss_giou_aux_1: 0.4799 (0.4827)  loss_giou_aux_2: 0.4674 (0.4777)  loss_giou_aux_3: 0.4632 (0.4739)  loss_giou_aux_4: 0.4534 (0.4726)  loss_giou_aux_5: 0.5609 (0.5624)  loss_giou_dn_0: 0.6053 (0.5796)  loss_giou_dn_1: 0.4914 (0.4721)  loss_giou_dn_2: 0.4516 (0.4418)  loss_giou_dn_3: 0.4396 (0.4336)  loss_giou_dn_4: 0.4374 (0.4316)  loss_giou_dn_5: 0.4375 (0.4318)  loss_vfl: 0.6982 (0.6730)  loss_vfl_aux_0: 0.8169 (0.7769)  loss_vfl_aux_1: 0.7420 (0.7280)  loss_vfl_aux_2: 0.7327 (0.6973)  loss_vfl_aux_3: 0.7178 (0.6840)  loss_vfl_aux_4: 0.7136 (0.6762)  loss_vfl_aux_5: 0.8162 (0.7603)  loss_vfl_dn_0: 0.4529 (0.4526)  loss_vfl_dn_1: 0.3885 (0.3871)  loss_vfl_dn_2: 0.3747 (0.3709)  loss_vfl_dn_3: 0.3651 (0.3636)  loss_vfl_dn_4: 0.3654 (0.3609)  loss_vfl_dn_5: 0.3648 (0.3602)  time: 0.4833  data: 0.0136  max mem: 5654
Epoch: [44]  [3100/7393]  eta: 0:35:10  lr: 0.000010  loss: 15.1304 (15.8194)  loss_bbox: 0.1359 (0.1530)  loss_bbox_aux_0: 0.1496 (0.1666)  loss_bbox_aux_1: 0.1425 (0.1589)  loss_bbox_aux_2: 0.1387 (0.1560)  loss_bbox_aux_3: 0.1366 (0.1537)  loss_bbox_aux_4: 0.1344 (0.1531)  loss_bbox_aux_5: 0.1812 (0.2036)  loss_bbox_dn_0: 0.2264 (0.2684)  loss_bbox_dn_1: 0.1656 (0.1973)  loss_bbox_dn_2: 0.1481 (0.1766)  loss_bbox_dn_3: 0.1432 (0.1706)  loss_bbox_dn_4: 0.1417 (0.1692)  loss_bbox_dn_5: 0.1417 (0.1693)  loss_giou: 0.4313 (0.4724)  loss_giou_aux_0: 0.4600 (0.4969)  loss_giou_aux_1: 0.4411 (0.4828)  loss_giou_aux_2: 0.4384 (0.4778)  loss_giou_aux_3: 0.4289 (0.4740)  loss_giou_aux_4: 0.4313 (0.4727)  loss_giou_aux_5: 0.5273 (0.5624)  loss_giou_dn_0: 0.5697 (0.5797)  loss_giou_dn_1: 0.4547 (0.4722)  loss_giou_dn_2: 0.4264 (0.4419)  loss_giou_dn_3: 0.4196 (0.4336)  loss_giou_dn_4: 0.4175 (0.4316)  loss_giou_dn_5: 0.4179 (0.4318)  loss_vfl: 0.6429 (0.6733)  loss_vfl_aux_0: 0.7453 (0.7772)  loss_vfl_aux_1: 0.7033 (0.7283)  loss_vfl_aux_2: 0.6507 (0.6976)  loss_vfl_aux_3: 0.6611 (0.6843)  loss_vfl_aux_4: 0.6499 (0.6765)  loss_vfl_aux_5: 0.7200 (0.7605)  loss_vfl_dn_0: 0.4419 (0.4525)  loss_vfl_dn_1: 0.3820 (0.3872)  loss_vfl_dn_2: 0.3607 (0.3710)  loss_vfl_dn_3: 0.3557 (0.3636)  loss_vfl_dn_4: 0.3529 (0.3609)  loss_vfl_dn_5: 0.3527 (0.3602)  time: 0.4811  data: 0.0135  max mem: 5654
Epoch: [44]  [3200/7393]  eta: 0:34:19  lr: 0.000010  loss: 15.5614 (15.8182)  loss_bbox: 0.1505 (0.1530)  loss_bbox_aux_0: 0.1604 (0.1666)  loss_bbox_aux_1: 0.1533 (0.1589)  loss_bbox_aux_2: 0.1518 (0.1561)  loss_bbox_aux_3: 0.1421 (0.1537)  loss_bbox_aux_4: 0.1498 (0.1531)  loss_bbox_aux_5: 0.1962 (0.2035)  loss_bbox_dn_0: 0.2256 (0.2682)  loss_bbox_dn_1: 0.1742 (0.1972)  loss_bbox_dn_2: 0.1623 (0.1766)  loss_bbox_dn_3: 0.1613 (0.1705)  loss_bbox_dn_4: 0.1601 (0.1692)  loss_bbox_dn_5: 0.1602 (0.1692)  loss_giou: 0.4746 (0.4725)  loss_giou_aux_0: 0.5068 (0.4970)  loss_giou_aux_1: 0.4875 (0.4829)  loss_giou_aux_2: 0.4880 (0.4779)  loss_giou_aux_3: 0.4785 (0.4741)  loss_giou_aux_4: 0.4741 (0.4728)  loss_giou_aux_5: 0.5548 (0.5625)  loss_giou_dn_0: 0.5674 (0.5797)  loss_giou_dn_1: 0.4728 (0.4721)  loss_giou_dn_2: 0.4409 (0.4419)  loss_giou_dn_3: 0.4331 (0.4336)  loss_giou_dn_4: 0.4300 (0.4316)  loss_giou_dn_5: 0.4300 (0.4318)  loss_vfl: 0.6572 (0.6731)  loss_vfl_aux_0: 0.7328 (0.7769)  loss_vfl_aux_1: 0.7137 (0.7281)  loss_vfl_aux_2: 0.6902 (0.6975)  loss_vfl_aux_3: 0.6653 (0.6842)  loss_vfl_aux_4: 0.6560 (0.6765)  loss_vfl_aux_5: 0.7470 (0.7603)  loss_vfl_dn_0: 0.4535 (0.4525)  loss_vfl_dn_1: 0.3833 (0.3871)  loss_vfl_dn_2: 0.3671 (0.3709)  loss_vfl_dn_3: 0.3588 (0.3636)  loss_vfl_dn_4: 0.3587 (0.3609)  loss_vfl_dn_5: 0.3574 (0.3602)  time: 0.4797  data: 0.0135  max mem: 5654
Epoch: [44]  [3300/7393]  eta: 0:33:35  lr: 0.000010  loss: 15.8386 (15.8188)  loss_bbox: 0.1651 (0.1531)  loss_bbox_aux_0: 0.1808 (0.1666)  loss_bbox_aux_1: 0.1678 (0.1590)  loss_bbox_aux_2: 0.1658 (0.1562)  loss_bbox_aux_3: 0.1682 (0.1538)  loss_bbox_aux_4: 0.1669 (0.1532)  loss_bbox_aux_5: 0.2170 (0.2037)  loss_bbox_dn_0: 0.3031 (0.2684)  loss_bbox_dn_1: 0.2181 (0.1974)  loss_bbox_dn_2: 0.1933 (0.1767)  loss_bbox_dn_3: 0.1860 (0.1707)  loss_bbox_dn_4: 0.1840 (0.1694)  loss_bbox_dn_5: 0.1840 (0.1694)  loss_giou: 0.4127 (0.4723)  loss_giou_aux_0: 0.4556 (0.4967)  loss_giou_aux_1: 0.4277 (0.4826)  loss_giou_aux_2: 0.4170 (0.4777)  loss_giou_aux_3: 0.4153 (0.4739)  loss_giou_aux_4: 0.4101 (0.4726)  loss_giou_aux_5: 0.5245 (0.5622)  loss_giou_dn_0: 0.5691 (0.5795)  loss_giou_dn_1: 0.4573 (0.4720)  loss_giou_dn_2: 0.4177 (0.4417)  loss_giou_dn_3: 0.4106 (0.4335)  loss_giou_dn_4: 0.4069 (0.4315)  loss_giou_dn_5: 0.4068 (0.4317)  loss_vfl: 0.6616 (0.6733)  loss_vfl_aux_0: 0.7895 (0.7773)  loss_vfl_aux_1: 0.7019 (0.7283)  loss_vfl_aux_2: 0.6862 (0.6977)  loss_vfl_aux_3: 0.6633 (0.6844)  loss_vfl_aux_4: 0.6609 (0.6767)  loss_vfl_aux_5: 0.7524 (0.7606)  loss_vfl_dn_0: 0.4499 (0.4525)  loss_vfl_dn_1: 0.3898 (0.3871)  loss_vfl_dn_2: 0.3696 (0.3709)  loss_vfl_dn_3: 0.3616 (0.3636)  loss_vfl_dn_4: 0.3579 (0.3609)  loss_vfl_dn_5: 0.3577 (0.3601)  time: 0.7583  data: 0.0137  max mem: 5654
Epoch: [44]  [3400/7393]  eta: 0:32:44  lr: 0.000010  loss: 15.8950 (15.8234)  loss_bbox: 0.1313 (0.1532)  loss_bbox_aux_0: 0.1506 (0.1667)  loss_bbox_aux_1: 0.1347 (0.1590)  loss_bbox_aux_2: 0.1336 (0.1562)  loss_bbox_aux_3: 0.1312 (0.1539)  loss_bbox_aux_4: 0.1297 (0.1533)  loss_bbox_aux_5: 0.1831 (0.2037)  loss_bbox_dn_0: 0.2309 (0.2688)  loss_bbox_dn_1: 0.1668 (0.1977)  loss_bbox_dn_2: 0.1482 (0.1770)  loss_bbox_dn_3: 0.1420 (0.1710)  loss_bbox_dn_4: 0.1393 (0.1696)  loss_bbox_dn_5: 0.1392 (0.1696)  loss_giou: 0.4954 (0.4724)  loss_giou_aux_0: 0.5301 (0.4967)  loss_giou_aux_1: 0.5108 (0.4827)  loss_giou_aux_2: 0.5129 (0.4778)  loss_giou_aux_3: 0.4962 (0.4740)  loss_giou_aux_4: 0.4944 (0.4727)  loss_giou_aux_5: 0.6040 (0.5623)  loss_giou_dn_0: 0.6005 (0.5797)  loss_giou_dn_1: 0.5003 (0.4722)  loss_giou_dn_2: 0.4670 (0.4419)  loss_giou_dn_3: 0.4546 (0.4337)  loss_giou_dn_4: 0.4528 (0.4317)  loss_giou_dn_5: 0.4535 (0.4319)  loss_vfl: 0.6524 (0.6733)  loss_vfl_aux_0: 0.7502 (0.7773)  loss_vfl_aux_1: 0.7070 (0.7284)  loss_vfl_aux_2: 0.6876 (0.6976)  loss_vfl_aux_3: 0.6634 (0.6843)  loss_vfl_aux_4: 0.6585 (0.6766)  loss_vfl_aux_5: 0.7390 (0.7608)  loss_vfl_dn_0: 0.4532 (0.4524)  loss_vfl_dn_1: 0.3882 (0.3871)  loss_vfl_dn_2: 0.3772 (0.3710)  loss_vfl_dn_3: 0.3726 (0.3637)  loss_vfl_dn_4: 0.3682 (0.3610)  loss_vfl_dn_5: 0.3661 (0.3603)  time: 0.4725  data: 0.0136  max mem: 5654
Epoch: [44]  [3500/7393]  eta: 0:31:52  lr: 0.000010  loss: 15.6830 (15.8218)  loss_bbox: 0.1389 (0.1532)  loss_bbox_aux_0: 0.1587 (0.1667)  loss_bbox_aux_1: 0.1499 (0.1590)  loss_bbox_aux_2: 0.1421 (0.1563)  loss_bbox_aux_3: 0.1408 (0.1539)  loss_bbox_aux_4: 0.1389 (0.1533)  loss_bbox_aux_5: 0.1763 (0.2038)  loss_bbox_dn_0: 0.2278 (0.2689)  loss_bbox_dn_1: 0.1677 (0.1977)  loss_bbox_dn_2: 0.1482 (0.1770)  loss_bbox_dn_3: 0.1455 (0.1710)  loss_bbox_dn_4: 0.1429 (0.1696)  loss_bbox_dn_5: 0.1429 (0.1696)  loss_giou: 0.4714 (0.4724)  loss_giou_aux_0: 0.4962 (0.4966)  loss_giou_aux_1: 0.4768 (0.4826)  loss_giou_aux_2: 0.4793 (0.4778)  loss_giou_aux_3: 0.4739 (0.4740)  loss_giou_aux_4: 0.4711 (0.4727)  loss_giou_aux_5: 0.5415 (0.5622)  loss_giou_dn_0: 0.5855 (0.5795)  loss_giou_dn_1: 0.4735 (0.4720)  loss_giou_dn_2: 0.4381 (0.4417)  loss_giou_dn_3: 0.4262 (0.4334)  loss_giou_dn_4: 0.4225 (0.4314)  loss_giou_dn_5: 0.4226 (0.4316)  loss_vfl: 0.6524 (0.6733)  loss_vfl_aux_0: 0.7796 (0.7774)  loss_vfl_aux_1: 0.7049 (0.7284)  loss_vfl_aux_2: 0.6938 (0.6977)  loss_vfl_aux_3: 0.6652 (0.6844)  loss_vfl_aux_4: 0.6502 (0.6766)  loss_vfl_aux_5: 0.7519 (0.7609)  loss_vfl_dn_0: 0.4498 (0.4524)  loss_vfl_dn_1: 0.3876 (0.3870)  loss_vfl_dn_2: 0.3713 (0.3709)  loss_vfl_dn_3: 0.3663 (0.3636)  loss_vfl_dn_4: 0.3624 (0.3610)  loss_vfl_dn_5: 0.3639 (0.3602)  time: 0.4665  data: 0.0135  max mem: 5654
Epoch: [44]  [3600/7393]  eta: 0:31:01  lr: 0.000010  loss: 15.6236 (15.8137)  loss_bbox: 0.1398 (0.1530)  loss_bbox_aux_0: 0.1635 (0.1665)  loss_bbox_aux_1: 0.1448 (0.1588)  loss_bbox_aux_2: 0.1412 (0.1560)  loss_bbox_aux_3: 0.1480 (0.1537)  loss_bbox_aux_4: 0.1428 (0.1531)  loss_bbox_aux_5: 0.2001 (0.2035)  loss_bbox_dn_0: 0.2661 (0.2684)  loss_bbox_dn_1: 0.1890 (0.1972)  loss_bbox_dn_2: 0.1660 (0.1766)  loss_bbox_dn_3: 0.1621 (0.1706)  loss_bbox_dn_4: 0.1601 (0.1692)  loss_bbox_dn_5: 0.1602 (0.1692)  loss_giou: 0.4534 (0.4724)  loss_giou_aux_0: 0.4717 (0.4965)  loss_giou_aux_1: 0.4581 (0.4826)  loss_giou_aux_2: 0.4572 (0.4778)  loss_giou_aux_3: 0.4521 (0.4740)  loss_giou_aux_4: 0.4529 (0.4727)  loss_giou_aux_5: 0.5417 (0.5621)  loss_giou_dn_0: 0.5604 (0.5794)  loss_giou_dn_1: 0.4523 (0.4718)  loss_giou_dn_2: 0.4268 (0.4415)  loss_giou_dn_3: 0.4226 (0.4333)  loss_giou_dn_4: 0.4202 (0.4313)  loss_giou_dn_5: 0.4203 (0.4315)  loss_vfl: 0.6478 (0.6730)  loss_vfl_aux_0: 0.7520 (0.7771)  loss_vfl_aux_1: 0.6988 (0.7281)  loss_vfl_aux_2: 0.6695 (0.6974)  loss_vfl_aux_3: 0.6558 (0.6841)  loss_vfl_aux_4: 0.6516 (0.6763)  loss_vfl_aux_5: 0.7502 (0.7606)  loss_vfl_dn_0: 0.4470 (0.4523)  loss_vfl_dn_1: 0.3830 (0.3870)  loss_vfl_dn_2: 0.3690 (0.3709)  loss_vfl_dn_3: 0.3635 (0.3635)  loss_vfl_dn_4: 0.3617 (0.3609)  loss_vfl_dn_5: 0.3605 (0.3601)  time: 0.4724  data: 0.0135  max mem: 5654
Epoch: [44]  [3700/7393]  eta: 0:30:16  lr: 0.000010  loss: 15.9635 (15.8213)  loss_bbox: 0.1587 (0.1529)  loss_bbox_aux_0: 0.1773 (0.1664)  loss_bbox_aux_1: 0.1737 (0.1587)  loss_bbox_aux_2: 0.1686 (0.1560)  loss_bbox_aux_3: 0.1635 (0.1537)  loss_bbox_aux_4: 0.1611 (0.1531)  loss_bbox_aux_5: 0.2080 (0.2034)  loss_bbox_dn_0: 0.2802 (0.2683)  loss_bbox_dn_1: 0.1891 (0.1972)  loss_bbox_dn_2: 0.1659 (0.1766)  loss_bbox_dn_3: 0.1583 (0.1706)  loss_bbox_dn_4: 0.1559 (0.1692)  loss_bbox_dn_5: 0.1559 (0.1692)  loss_giou: 0.4560 (0.4731)  loss_giou_aux_0: 0.4769 (0.4973)  loss_giou_aux_1: 0.4651 (0.4833)  loss_giou_aux_2: 0.4558 (0.4785)  loss_giou_aux_3: 0.4539 (0.4747)  loss_giou_aux_4: 0.4498 (0.4734)  loss_giou_aux_5: 0.5426 (0.5628)  loss_giou_dn_0: 0.5812 (0.5799)  loss_giou_dn_1: 0.4731 (0.4723)  loss_giou_dn_2: 0.4381 (0.4420)  loss_giou_dn_3: 0.4241 (0.4338)  loss_giou_dn_4: 0.4237 (0.4318)  loss_giou_dn_5: 0.4237 (0.4320)  loss_vfl: 0.6817 (0.6730)  loss_vfl_aux_0: 0.7655 (0.7769)  loss_vfl_aux_1: 0.7345 (0.7280)  loss_vfl_aux_2: 0.6905 (0.6973)  loss_vfl_aux_3: 0.6866 (0.6840)  loss_vfl_aux_4: 0.6730 (0.6762)  loss_vfl_aux_5: 0.7502 (0.7603)  loss_vfl_dn_0: 0.4508 (0.4523)  loss_vfl_dn_1: 0.3833 (0.3870)  loss_vfl_dn_2: 0.3732 (0.3709)  loss_vfl_dn_3: 0.3637 (0.3636)  loss_vfl_dn_4: 0.3590 (0.3610)  loss_vfl_dn_5: 0.3591 (0.3602)  time: 0.4739  data: 0.0135  max mem: 5654
Epoch: [44]  [3800/7393]  eta: 0:29:25  lr: 0.000010  loss: 15.8006 (15.8175)  loss_bbox: 0.1387 (0.1529)  loss_bbox_aux_0: 0.1565 (0.1665)  loss_bbox_aux_1: 0.1516 (0.1588)  loss_bbox_aux_2: 0.1427 (0.1560)  loss_bbox_aux_3: 0.1458 (0.1537)  loss_bbox_aux_4: 0.1391 (0.1531)  loss_bbox_aux_5: 0.1897 (0.2034)  loss_bbox_dn_0: 0.2591 (0.2681)  loss_bbox_dn_1: 0.1862 (0.1971)  loss_bbox_dn_2: 0.1625 (0.1765)  loss_bbox_dn_3: 0.1552 (0.1705)  loss_bbox_dn_4: 0.1534 (0.1691)  loss_bbox_dn_5: 0.1533 (0.1691)  loss_giou: 0.4818 (0.4731)  loss_giou_aux_0: 0.4986 (0.4974)  loss_giou_aux_1: 0.4931 (0.4834)  loss_giou_aux_2: 0.4883 (0.4785)  loss_giou_aux_3: 0.4854 (0.4747)  loss_giou_aux_4: 0.4812 (0.4734)  loss_giou_aux_5: 0.5523 (0.5627)  loss_giou_dn_0: 0.5793 (0.5798)  loss_giou_dn_1: 0.4682 (0.4723)  loss_giou_dn_2: 0.4368 (0.4420)  loss_giou_dn_3: 0.4320 (0.4337)  loss_giou_dn_4: 0.4301 (0.4317)  loss_giou_dn_5: 0.4302 (0.4319)  loss_vfl: 0.6723 (0.6729)  loss_vfl_aux_0: 0.7450 (0.7763)  loss_vfl_aux_1: 0.7139 (0.7276)  loss_vfl_aux_2: 0.6916 (0.6971)  loss_vfl_aux_3: 0.6977 (0.6838)  loss_vfl_aux_4: 0.6723 (0.6760)  loss_vfl_aux_5: 0.7409 (0.7600)  loss_vfl_dn_0: 0.4480 (0.4522)  loss_vfl_dn_1: 0.3870 (0.3869)  loss_vfl_dn_2: 0.3745 (0.3708)  loss_vfl_dn_3: 0.3673 (0.3635)  loss_vfl_dn_4: 0.3654 (0.3608)  loss_vfl_dn_5: 0.3658 (0.3601)  time: 0.4740  data: 0.0131  max mem: 5654
Epoch: [44]  [3900/7393]  eta: 0:28:34  lr: 0.000010  loss: 16.1221 (15.8192)  loss_bbox: 0.1490 (0.1531)  loss_bbox_aux_0: 0.1702 (0.1666)  loss_bbox_aux_1: 0.1547 (0.1589)  loss_bbox_aux_2: 0.1496 (0.1561)  loss_bbox_aux_3: 0.1506 (0.1538)  loss_bbox_aux_4: 0.1513 (0.1532)  loss_bbox_aux_5: 0.2109 (0.2035)  loss_bbox_dn_0: 0.2408 (0.2681)  loss_bbox_dn_1: 0.1788 (0.1971)  loss_bbox_dn_2: 0.1574 (0.1765)  loss_bbox_dn_3: 0.1510 (0.1705)  loss_bbox_dn_4: 0.1492 (0.1691)  loss_bbox_dn_5: 0.1492 (0.1691)  loss_giou: 0.4840 (0.4733)  loss_giou_aux_0: 0.4972 (0.4975)  loss_giou_aux_1: 0.4832 (0.4835)  loss_giou_aux_2: 0.4796 (0.4787)  loss_giou_aux_3: 0.4834 (0.4748)  loss_giou_aux_4: 0.4811 (0.4736)  loss_giou_aux_5: 0.5718 (0.5628)  loss_giou_dn_0: 0.5759 (0.5798)  loss_giou_dn_1: 0.4688 (0.4723)  loss_giou_dn_2: 0.4438 (0.4420)  loss_giou_dn_3: 0.4287 (0.4337)  loss_giou_dn_4: 0.4275 (0.4318)  loss_giou_dn_5: 0.4277 (0.4319)  loss_vfl: 0.6622 (0.6729)  loss_vfl_aux_0: 0.7527 (0.7762)  loss_vfl_aux_1: 0.7125 (0.7275)  loss_vfl_aux_2: 0.6823 (0.6970)  loss_vfl_aux_3: 0.6650 (0.6838)  loss_vfl_aux_4: 0.6526 (0.6760)  loss_vfl_aux_5: 0.7202 (0.7600)  loss_vfl_dn_0: 0.4453 (0.4521)  loss_vfl_dn_1: 0.3850 (0.3868)  loss_vfl_dn_2: 0.3645 (0.3708)  loss_vfl_dn_3: 0.3582 (0.3635)  loss_vfl_dn_4: 0.3546 (0.3608)  loss_vfl_dn_5: 0.3524 (0.3601)  time: 0.4803  data: 0.0136  max mem: 5654
Epoch: [44]  [4000/7393]  eta: 0:27:44  lr: 0.000010  loss: 15.8717 (15.8161)  loss_bbox: 0.1416 (0.1530)  loss_bbox_aux_0: 0.1573 (0.1665)  loss_bbox_aux_1: 0.1521 (0.1588)  loss_bbox_aux_2: 0.1465 (0.1560)  loss_bbox_aux_3: 0.1422 (0.1537)  loss_bbox_aux_4: 0.1415 (0.1531)  loss_bbox_aux_5: 0.1895 (0.2034)  loss_bbox_dn_0: 0.2509 (0.2679)  loss_bbox_dn_1: 0.1772 (0.1970)  loss_bbox_dn_2: 0.1580 (0.1764)  loss_bbox_dn_3: 0.1528 (0.1704)  loss_bbox_dn_4: 0.1499 (0.1690)  loss_bbox_dn_5: 0.1499 (0.1690)  loss_giou: 0.5034 (0.4732)  loss_giou_aux_0: 0.5298 (0.4975)  loss_giou_aux_1: 0.5110 (0.4835)  loss_giou_aux_2: 0.5147 (0.4786)  loss_giou_aux_3: 0.5059 (0.4747)  loss_giou_aux_4: 0.5071 (0.4735)  loss_giou_aux_5: 0.5685 (0.5626)  loss_giou_dn_0: 0.5844 (0.5798)  loss_giou_dn_1: 0.4855 (0.4723)  loss_giou_dn_2: 0.4551 (0.4420)  loss_giou_dn_3: 0.4425 (0.4337)  loss_giou_dn_4: 0.4376 (0.4317)  loss_giou_dn_5: 0.4378 (0.4319)  loss_vfl: 0.6364 (0.6729)  loss_vfl_aux_0: 0.7552 (0.7759)  loss_vfl_aux_1: 0.7046 (0.7274)  loss_vfl_aux_2: 0.6630 (0.6970)  loss_vfl_aux_3: 0.6479 (0.6838)  loss_vfl_aux_4: 0.6400 (0.6760)  loss_vfl_aux_5: 0.7547 (0.7599)  loss_vfl_dn_0: 0.4499 (0.4522)  loss_vfl_dn_1: 0.3833 (0.3868)  loss_vfl_dn_2: 0.3664 (0.3708)  loss_vfl_dn_3: 0.3587 (0.3635)  loss_vfl_dn_4: 0.3560 (0.3608)  loss_vfl_dn_5: 0.3565 (0.3601)  time: 0.4643  data: 0.0135  max mem: 5654
Epoch: [44]  [4100/7393]  eta: 0:26:54  lr: 0.000010  loss: 16.2629 (15.8122)  loss_bbox: 0.1485 (0.1530)  loss_bbox_aux_0: 0.1661 (0.1665)  loss_bbox_aux_1: 0.1581 (0.1588)  loss_bbox_aux_2: 0.1538 (0.1560)  loss_bbox_aux_3: 0.1557 (0.1538)  loss_bbox_aux_4: 0.1541 (0.1532)  loss_bbox_aux_5: 0.2044 (0.2033)  loss_bbox_dn_0: 0.2667 (0.2679)  loss_bbox_dn_1: 0.1968 (0.1970)  loss_bbox_dn_2: 0.1751 (0.1764)  loss_bbox_dn_3: 0.1717 (0.1704)  loss_bbox_dn_4: 0.1710 (0.1691)  loss_bbox_dn_5: 0.1711 (0.1691)  loss_giou: 0.4809 (0.4729)  loss_giou_aux_0: 0.5045 (0.4972)  loss_giou_aux_1: 0.4896 (0.4831)  loss_giou_aux_2: 0.4809 (0.4782)  loss_giou_aux_3: 0.4779 (0.4745)  loss_giou_aux_4: 0.4807 (0.4732)  loss_giou_aux_5: 0.5716 (0.5622)  loss_giou_dn_0: 0.5842 (0.5795)  loss_giou_dn_1: 0.4709 (0.4721)  loss_giou_dn_2: 0.4394 (0.4417)  loss_giou_dn_3: 0.4328 (0.4335)  loss_giou_dn_4: 0.4331 (0.4315)  loss_giou_dn_5: 0.4343 (0.4317)  loss_vfl: 0.6823 (0.6728)  loss_vfl_aux_0: 0.7818 (0.7758)  loss_vfl_aux_1: 0.7469 (0.7273)  loss_vfl_aux_2: 0.6919 (0.6970)  loss_vfl_aux_3: 0.6761 (0.6836)  loss_vfl_aux_4: 0.6748 (0.6758)  loss_vfl_aux_5: 0.7584 (0.7600)  loss_vfl_dn_0: 0.4540 (0.4522)  loss_vfl_dn_1: 0.3908 (0.3868)  loss_vfl_dn_2: 0.3754 (0.3708)  loss_vfl_dn_3: 0.3692 (0.3634)  loss_vfl_dn_4: 0.3652 (0.3608)  loss_vfl_dn_5: 0.3635 (0.3600)  time: 0.4857  data: 0.0136  max mem: 5654
Epoch: [44]  [4200/7393]  eta: 0:26:03  lr: 0.000010  loss: 15.5574 (15.8112)  loss_bbox: 0.1553 (0.1530)  loss_bbox_aux_0: 0.1650 (0.1665)  loss_bbox_aux_1: 0.1576 (0.1587)  loss_bbox_aux_2: 0.1612 (0.1560)  loss_bbox_aux_3: 0.1565 (0.1538)  loss_bbox_aux_4: 0.1567 (0.1532)  loss_bbox_aux_5: 0.1981 (0.2033)  loss_bbox_dn_0: 0.2539 (0.2678)  loss_bbox_dn_1: 0.1777 (0.1969)  loss_bbox_dn_2: 0.1646 (0.1763)  loss_bbox_dn_3: 0.1558 (0.1703)  loss_bbox_dn_4: 0.1539 (0.1690)  loss_bbox_dn_5: 0.1541 (0.1690)  loss_giou: 0.4276 (0.4729)  loss_giou_aux_0: 0.4525 (0.4972)  loss_giou_aux_1: 0.4382 (0.4831)  loss_giou_aux_2: 0.4394 (0.4783)  loss_giou_aux_3: 0.4315 (0.4745)  loss_giou_aux_4: 0.4291 (0.4733)  loss_giou_aux_5: 0.5196 (0.5622)  loss_giou_dn_0: 0.5548 (0.5795)  loss_giou_dn_1: 0.4380 (0.4721)  loss_giou_dn_2: 0.4006 (0.4417)  loss_giou_dn_3: 0.3930 (0.4335)  loss_giou_dn_4: 0.3906 (0.4315)  loss_giou_dn_5: 0.3910 (0.4317)  loss_vfl: 0.6320 (0.6729)  loss_vfl_aux_0: 0.7111 (0.7757)  loss_vfl_aux_1: 0.6649 (0.7273)  loss_vfl_aux_2: 0.6619 (0.6970)  loss_vfl_aux_3: 0.6364 (0.6836)  loss_vfl_aux_4: 0.6418 (0.6759)  loss_vfl_aux_5: 0.7437 (0.7599)  loss_vfl_dn_0: 0.4407 (0.4521)  loss_vfl_dn_1: 0.3774 (0.3867)  loss_vfl_dn_2: 0.3628 (0.3707)  loss_vfl_dn_3: 0.3541 (0.3634)  loss_vfl_dn_4: 0.3528 (0.3608)  loss_vfl_dn_5: 0.3518 (0.3600)  time: 0.4727  data: 0.0135  max mem: 5654
Epoch: [44]  [4300/7393]  eta: 0:25:13  lr: 0.000010  loss: 15.7291 (15.8127)  loss_bbox: 0.1518 (0.1530)  loss_bbox_aux_0: 0.1608 (0.1664)  loss_bbox_aux_1: 0.1526 (0.1588)  loss_bbox_aux_2: 0.1555 (0.1560)  loss_bbox_aux_3: 0.1516 (0.1538)  loss_bbox_aux_4: 0.1471 (0.1532)  loss_bbox_aux_5: 0.1864 (0.2034)  loss_bbox_dn_0: 0.2394 (0.2679)  loss_bbox_dn_1: 0.1931 (0.1969)  loss_bbox_dn_2: 0.1746 (0.1764)  loss_bbox_dn_3: 0.1720 (0.1703)  loss_bbox_dn_4: 0.1724 (0.1690)  loss_bbox_dn_5: 0.1724 (0.1690)  loss_giou: 0.4342 (0.4730)  loss_giou_aux_0: 0.4525 (0.4972)  loss_giou_aux_1: 0.4316 (0.4832)  loss_giou_aux_2: 0.4388 (0.4783)  loss_giou_aux_3: 0.4319 (0.4746)  loss_giou_aux_4: 0.4341 (0.4733)  loss_giou_aux_5: 0.5308 (0.5623)  loss_giou_dn_0: 0.5536 (0.5795)  loss_giou_dn_1: 0.4414 (0.4721)  loss_giou_dn_2: 0.4162 (0.4418)  loss_giou_dn_3: 0.4050 (0.4335)  loss_giou_dn_4: 0.4036 (0.4315)  loss_giou_dn_5: 0.4040 (0.4317)  loss_vfl: 0.6763 (0.6730)  loss_vfl_aux_0: 0.7488 (0.7758)  loss_vfl_aux_1: 0.7176 (0.7274)  loss_vfl_aux_2: 0.7080 (0.6971)  loss_vfl_aux_3: 0.6735 (0.6837)  loss_vfl_aux_4: 0.6846 (0.6760)  loss_vfl_aux_5: 0.7549 (0.7598)  loss_vfl_dn_0: 0.4538 (0.4521)  loss_vfl_dn_1: 0.3853 (0.3867)  loss_vfl_dn_2: 0.3681 (0.3707)  loss_vfl_dn_3: 0.3614 (0.3634)  loss_vfl_dn_4: 0.3585 (0.3608)  loss_vfl_dn_5: 0.3577 (0.3600)  time: 0.4698  data: 0.0137  max mem: 5654
Epoch: [44]  [4400/7393]  eta: 0:24:23  lr: 0.000010  loss: 15.5580 (15.8107)  loss_bbox: 0.1450 (0.1530)  loss_bbox_aux_0: 0.1532 (0.1664)  loss_bbox_aux_1: 0.1454 (0.1587)  loss_bbox_aux_2: 0.1390 (0.1560)  loss_bbox_aux_3: 0.1439 (0.1538)  loss_bbox_aux_4: 0.1450 (0.1531)  loss_bbox_aux_5: 0.1891 (0.2034)  loss_bbox_dn_0: 0.2483 (0.2678)  loss_bbox_dn_1: 0.1973 (0.1969)  loss_bbox_dn_2: 0.1675 (0.1764)  loss_bbox_dn_3: 0.1595 (0.1703)  loss_bbox_dn_4: 0.1577 (0.1690)  loss_bbox_dn_5: 0.1577 (0.1690)  loss_giou: 0.4850 (0.4731)  loss_giou_aux_0: 0.5164 (0.4973)  loss_giou_aux_1: 0.4979 (0.4832)  loss_giou_aux_2: 0.4955 (0.4783)  loss_giou_aux_3: 0.4846 (0.4746)  loss_giou_aux_4: 0.4831 (0.4734)  loss_giou_aux_5: 0.5645 (0.5624)  loss_giou_dn_0: 0.5977 (0.5795)  loss_giou_dn_1: 0.4820 (0.4721)  loss_giou_dn_2: 0.4495 (0.4418)  loss_giou_dn_3: 0.4435 (0.4335)  loss_giou_dn_4: 0.4384 (0.4315)  loss_giou_dn_5: 0.4386 (0.4317)  loss_vfl: 0.6636 (0.6726)  loss_vfl_aux_0: 0.7583 (0.7755)  loss_vfl_aux_1: 0.7258 (0.7272)  loss_vfl_aux_2: 0.6838 (0.6968)  loss_vfl_aux_3: 0.6746 (0.6833)  loss_vfl_aux_4: 0.6711 (0.6756)  loss_vfl_aux_5: 0.7494 (0.7595)  loss_vfl_dn_0: 0.4560 (0.4521)  loss_vfl_dn_1: 0.3912 (0.3867)  loss_vfl_dn_2: 0.3730 (0.3707)  loss_vfl_dn_3: 0.3677 (0.3634)  loss_vfl_dn_4: 0.3674 (0.3608)  loss_vfl_dn_5: 0.3641 (0.3600)  time: 0.4755  data: 0.0133  max mem: 5654
Epoch: [44]  [4500/7393]  eta: 0:23:33  lr: 0.000010  loss: 15.5221 (15.8075)  loss_bbox: 0.1486 (0.1530)  loss_bbox_aux_0: 0.1601 (0.1663)  loss_bbox_aux_1: 0.1482 (0.1587)  loss_bbox_aux_2: 0.1443 (0.1559)  loss_bbox_aux_3: 0.1474 (0.1538)  loss_bbox_aux_4: 0.1458 (0.1531)  loss_bbox_aux_5: 0.1802 (0.2034)  loss_bbox_dn_0: 0.2352 (0.2678)  loss_bbox_dn_1: 0.1690 (0.1968)  loss_bbox_dn_2: 0.1596 (0.1763)  loss_bbox_dn_3: 0.1562 (0.1703)  loss_bbox_dn_4: 0.1557 (0.1689)  loss_bbox_dn_5: 0.1557 (0.1689)  loss_giou: 0.4523 (0.4729)  loss_giou_aux_0: 0.4812 (0.4970)  loss_giou_aux_1: 0.4765 (0.4830)  loss_giou_aux_2: 0.4564 (0.4781)  loss_giou_aux_3: 0.4497 (0.4744)  loss_giou_aux_4: 0.4477 (0.4731)  loss_giou_aux_5: 0.5370 (0.5622)  loss_giou_dn_0: 0.5882 (0.5793)  loss_giou_dn_1: 0.4658 (0.4719)  loss_giou_dn_2: 0.4403 (0.4416)  loss_giou_dn_3: 0.4297 (0.4334)  loss_giou_dn_4: 0.4275 (0.4314)  loss_giou_dn_5: 0.4285 (0.4316)  loss_vfl: 0.6709 (0.6725)  loss_vfl_aux_0: 0.7703 (0.7756)  loss_vfl_aux_1: 0.7212 (0.7273)  loss_vfl_aux_2: 0.6943 (0.6969)  loss_vfl_aux_3: 0.6820 (0.6833)  loss_vfl_aux_4: 0.6709 (0.6756)  loss_vfl_aux_5: 0.7441 (0.7596)  loss_vfl_dn_0: 0.4542 (0.4521)  loss_vfl_dn_1: 0.3888 (0.3867)  loss_vfl_dn_2: 0.3709 (0.3707)  loss_vfl_dn_3: 0.3644 (0.3634)  loss_vfl_dn_4: 0.3635 (0.3607)  loss_vfl_dn_5: 0.3620 (0.3600)  time: 0.4730  data: 0.0135  max mem: 5654
Epoch: [44]  [4600/7393]  eta: 0:22:43  lr: 0.000010  loss: 15.1301 (15.8065)  loss_bbox: 0.1324 (0.1531)  loss_bbox_aux_0: 0.1386 (0.1664)  loss_bbox_aux_1: 0.1325 (0.1587)  loss_bbox_aux_2: 0.1347 (0.1560)  loss_bbox_aux_3: 0.1362 (0.1538)  loss_bbox_aux_4: 0.1374 (0.1532)  loss_bbox_aux_5: 0.1704 (0.2035)  loss_bbox_dn_0: 0.2205 (0.2680)  loss_bbox_dn_1: 0.1632 (0.1970)  loss_bbox_dn_2: 0.1469 (0.1764)  loss_bbox_dn_3: 0.1448 (0.1704)  loss_bbox_dn_4: 0.1454 (0.1690)  loss_bbox_dn_5: 0.1454 (0.1690)  loss_giou: 0.4365 (0.4726)  loss_giou_aux_0: 0.4600 (0.4966)  loss_giou_aux_1: 0.4466 (0.4826)  loss_giou_aux_2: 0.4452 (0.4778)  loss_giou_aux_3: 0.4377 (0.4740)  loss_giou_aux_4: 0.4340 (0.4728)  loss_giou_aux_5: 0.5104 (0.5618)  loss_giou_dn_0: 0.5569 (0.5792)  loss_giou_dn_1: 0.4563 (0.4718)  loss_giou_dn_2: 0.4281 (0.4415)  loss_giou_dn_3: 0.4225 (0.4332)  loss_giou_dn_4: 0.4177 (0.4312)  loss_giou_dn_5: 0.4183 (0.4314)  loss_vfl: 0.6628 (0.6727)  loss_vfl_aux_0: 0.7584 (0.7758)  loss_vfl_aux_1: 0.6992 (0.7274)  loss_vfl_aux_2: 0.6996 (0.6971)  loss_vfl_aux_3: 0.6867 (0.6835)  loss_vfl_aux_4: 0.6757 (0.6758)  loss_vfl_aux_5: 0.7443 (0.7598)  loss_vfl_dn_0: 0.4512 (0.4521)  loss_vfl_dn_1: 0.3819 (0.3867)  loss_vfl_dn_2: 0.3698 (0.3707)  loss_vfl_dn_3: 0.3629 (0.3634)  loss_vfl_dn_4: 0.3621 (0.3608)  loss_vfl_dn_5: 0.3607 (0.3600)  time: 0.4710  data: 0.0135  max mem: 5654
Epoch: [44]  [4700/7393]  eta: 0:21:53  lr: 0.000010  loss: 15.9132 (15.8064)  loss_bbox: 0.1540 (0.1531)  loss_bbox_aux_0: 0.1600 (0.1664)  loss_bbox_aux_1: 0.1563 (0.1587)  loss_bbox_aux_2: 0.1609 (0.1560)  loss_bbox_aux_3: 0.1578 (0.1539)  loss_bbox_aux_4: 0.1559 (0.1532)  loss_bbox_aux_5: 0.1940 (0.2035)  loss_bbox_dn_0: 0.2675 (0.2682)  loss_bbox_dn_1: 0.2051 (0.1971)  loss_bbox_dn_2: 0.1843 (0.1765)  loss_bbox_dn_3: 0.1824 (0.1705)  loss_bbox_dn_4: 0.1829 (0.1691)  loss_bbox_dn_5: 0.1829 (0.1691)  loss_giou: 0.4222 (0.4723)  loss_giou_aux_0: 0.4454 (0.4964)  loss_giou_aux_1: 0.4456 (0.4824)  loss_giou_aux_2: 0.4246 (0.4776)  loss_giou_aux_3: 0.4166 (0.4738)  loss_giou_aux_4: 0.4221 (0.4726)  loss_giou_aux_5: 0.5027 (0.5616)  loss_giou_dn_0: 0.5734 (0.5791)  loss_giou_dn_1: 0.4669 (0.4717)  loss_giou_dn_2: 0.4351 (0.4413)  loss_giou_dn_3: 0.4264 (0.4331)  loss_giou_dn_4: 0.4240 (0.4311)  loss_giou_dn_5: 0.4241 (0.4313)  loss_vfl: 0.6649 (0.6728)  loss_vfl_aux_0: 0.7799 (0.7761)  loss_vfl_aux_1: 0.7119 (0.7276)  loss_vfl_aux_2: 0.6822 (0.6971)  loss_vfl_aux_3: 0.6628 (0.6836)  loss_vfl_aux_4: 0.6592 (0.6759)  loss_vfl_aux_5: 0.7456 (0.7600)  loss_vfl_dn_0: 0.4561 (0.4521)  loss_vfl_dn_1: 0.3820 (0.3867)  loss_vfl_dn_2: 0.3636 (0.3707)  loss_vfl_dn_3: 0.3592 (0.3634)  loss_vfl_dn_4: 0.3580 (0.3607)  loss_vfl_dn_5: 0.3566 (0.3600)  time: 0.4867  data: 0.0135  max mem: 5654
Epoch: [44]  [4800/7393]  eta: 0:21:04  lr: 0.000010  loss: 16.0356 (15.8068)  loss_bbox: 0.1447 (0.1531)  loss_bbox_aux_0: 0.1575 (0.1664)  loss_bbox_aux_1: 0.1499 (0.1587)  loss_bbox_aux_2: 0.1465 (0.1560)  loss_bbox_aux_3: 0.1451 (0.1539)  loss_bbox_aux_4: 0.1427 (0.1532)  loss_bbox_aux_5: 0.1932 (0.2035)  loss_bbox_dn_0: 0.2601 (0.2683)  loss_bbox_dn_1: 0.1933 (0.1972)  loss_bbox_dn_2: 0.1679 (0.1767)  loss_bbox_dn_3: 0.1626 (0.1706)  loss_bbox_dn_4: 0.1628 (0.1692)  loss_bbox_dn_5: 0.1629 (0.1692)  loss_giou: 0.4796 (0.4722)  loss_giou_aux_0: 0.5133 (0.4963)  loss_giou_aux_1: 0.4996 (0.4822)  loss_giou_aux_2: 0.4918 (0.4774)  loss_giou_aux_3: 0.4873 (0.4737)  loss_giou_aux_4: 0.4795 (0.4724)  loss_giou_aux_5: 0.5995 (0.5616)  loss_giou_dn_0: 0.6046 (0.5790)  loss_giou_dn_1: 0.4910 (0.4717)  loss_giou_dn_2: 0.4595 (0.4413)  loss_giou_dn_3: 0.4525 (0.4331)  loss_giou_dn_4: 0.4495 (0.4311)  loss_giou_dn_5: 0.4502 (0.4313)  loss_vfl: 0.7071 (0.6729)  loss_vfl_aux_0: 0.8081 (0.7763)  loss_vfl_aux_1: 0.7640 (0.7278)  loss_vfl_aux_2: 0.7083 (0.6971)  loss_vfl_aux_3: 0.7102 (0.6837)  loss_vfl_aux_4: 0.7053 (0.6761)  loss_vfl_aux_5: 0.7639 (0.7601)  loss_vfl_dn_0: 0.4490 (0.4521)  loss_vfl_dn_1: 0.3915 (0.3867)  loss_vfl_dn_2: 0.3728 (0.3707)  loss_vfl_dn_3: 0.3666 (0.3634)  loss_vfl_dn_4: 0.3640 (0.3607)  loss_vfl_dn_5: 0.3654 (0.3600)  time: 0.4734  data: 0.0135  max mem: 5654
Epoch: [44]  [4900/7393]  eta: 0:20:15  lr: 0.000010  loss: 15.7964 (15.8050)  loss_bbox: 0.1355 (0.1530)  loss_bbox_aux_0: 0.1546 (0.1664)  loss_bbox_aux_1: 0.1411 (0.1587)  loss_bbox_aux_2: 0.1334 (0.1559)  loss_bbox_aux_3: 0.1323 (0.1537)  loss_bbox_aux_4: 0.1372 (0.1531)  loss_bbox_aux_5: 0.1951 (0.2034)  loss_bbox_dn_0: 0.2501 (0.2681)  loss_bbox_dn_1: 0.1823 (0.1971)  loss_bbox_dn_2: 0.1619 (0.1766)  loss_bbox_dn_3: 0.1582 (0.1705)  loss_bbox_dn_4: 0.1567 (0.1692)  loss_bbox_dn_5: 0.1567 (0.1692)  loss_giou: 0.4534 (0.4722)  loss_giou_aux_0: 0.4590 (0.4964)  loss_giou_aux_1: 0.4651 (0.4823)  loss_giou_aux_2: 0.4599 (0.4775)  loss_giou_aux_3: 0.4520 (0.4737)  loss_giou_aux_4: 0.4509 (0.4724)  loss_giou_aux_5: 0.5413 (0.5617)  loss_giou_dn_0: 0.5980 (0.5791)  loss_giou_dn_1: 0.4849 (0.4717)  loss_giou_dn_2: 0.4465 (0.4414)  loss_giou_dn_3: 0.4375 (0.4331)  loss_giou_dn_4: 0.4360 (0.4311)  loss_giou_dn_5: 0.4363 (0.4313)  loss_vfl: 0.6799 (0.6728)  loss_vfl_aux_0: 0.7735 (0.7760)  loss_vfl_aux_1: 0.7294 (0.7276)  loss_vfl_aux_2: 0.6875 (0.6970)  loss_vfl_aux_3: 0.6937 (0.6836)  loss_vfl_aux_4: 0.6782 (0.6759)  loss_vfl_aux_5: 0.7620 (0.7599)  loss_vfl_dn_0: 0.4505 (0.4521)  loss_vfl_dn_1: 0.3917 (0.3867)  loss_vfl_dn_2: 0.3724 (0.3707)  loss_vfl_dn_3: 0.3642 (0.3634)  loss_vfl_dn_4: 0.3613 (0.3607)  loss_vfl_dn_5: 0.3609 (0.3600)  time: 0.4705  data: 0.0132  max mem: 5654
Epoch: [44]  [5000/7393]  eta: 0:19:25  lr: 0.000010  loss: 15.5723 (15.8034)  loss_bbox: 0.1354 (0.1530)  loss_bbox_aux_0: 0.1502 (0.1664)  loss_bbox_aux_1: 0.1362 (0.1587)  loss_bbox_aux_2: 0.1353 (0.1559)  loss_bbox_aux_3: 0.1383 (0.1538)  loss_bbox_aux_4: 0.1371 (0.1531)  loss_bbox_aux_5: 0.1862 (0.2034)  loss_bbox_dn_0: 0.2570 (0.2682)  loss_bbox_dn_1: 0.1949 (0.1972)  loss_bbox_dn_2: 0.1720 (0.1766)  loss_bbox_dn_3: 0.1643 (0.1706)  loss_bbox_dn_4: 0.1629 (0.1692)  loss_bbox_dn_5: 0.1629 (0.1692)  loss_giou: 0.4441 (0.4720)  loss_giou_aux_0: 0.4770 (0.4962)  loss_giou_aux_1: 0.4585 (0.4821)  loss_giou_aux_2: 0.4476 (0.4772)  loss_giou_aux_3: 0.4466 (0.4735)  loss_giou_aux_4: 0.4443 (0.4722)  loss_giou_aux_5: 0.5323 (0.5614)  loss_giou_dn_0: 0.5655 (0.5788)  loss_giou_dn_1: 0.4585 (0.4716)  loss_giou_dn_2: 0.4329 (0.4413)  loss_giou_dn_3: 0.4267 (0.4330)  loss_giou_dn_4: 0.4227 (0.4310)  loss_giou_dn_5: 0.4228 (0.4312)  loss_vfl: 0.6585 (0.6728)  loss_vfl_aux_0: 0.7646 (0.7761)  loss_vfl_aux_1: 0.7299 (0.7278)  loss_vfl_aux_2: 0.6952 (0.6971)  loss_vfl_aux_3: 0.6685 (0.6836)  loss_vfl_aux_4: 0.6696 (0.6759)  loss_vfl_aux_5: 0.7647 (0.7600)  loss_vfl_dn_0: 0.4418 (0.4521)  loss_vfl_dn_1: 0.3739 (0.3866)  loss_vfl_dn_2: 0.3624 (0.3706)  loss_vfl_dn_3: 0.3555 (0.3633)  loss_vfl_dn_4: 0.3510 (0.3607)  loss_vfl_dn_5: 0.3499 (0.3599)  time: 0.4908  data: 0.0141  max mem: 5654
Epoch: [44]  [5100/7393]  eta: 0:18:36  lr: 0.000010  loss: 15.3478 (15.8072)  loss_bbox: 0.1428 (0.1529)  loss_bbox_aux_0: 0.1626 (0.1663)  loss_bbox_aux_1: 0.1502 (0.1586)  loss_bbox_aux_2: 0.1499 (0.1558)  loss_bbox_aux_3: 0.1467 (0.1536)  loss_bbox_aux_4: 0.1434 (0.1530)  loss_bbox_aux_5: 0.1951 (0.2033)  loss_bbox_dn_0: 0.2466 (0.2680)  loss_bbox_dn_1: 0.1831 (0.1971)  loss_bbox_dn_2: 0.1692 (0.1766)  loss_bbox_dn_3: 0.1592 (0.1705)  loss_bbox_dn_4: 0.1567 (0.1692)  loss_bbox_dn_5: 0.1567 (0.1692)  loss_giou: 0.4361 (0.4724)  loss_giou_aux_0: 0.4490 (0.4966)  loss_giou_aux_1: 0.4370 (0.4825)  loss_giou_aux_2: 0.4366 (0.4777)  loss_giou_aux_3: 0.4369 (0.4739)  loss_giou_aux_4: 0.4305 (0.4726)  loss_giou_aux_5: 0.5158 (0.5619)  loss_giou_dn_0: 0.5511 (0.5791)  loss_giou_dn_1: 0.4550 (0.4718)  loss_giou_dn_2: 0.4314 (0.4415)  loss_giou_dn_3: 0.4241 (0.4333)  loss_giou_dn_4: 0.4212 (0.4313)  loss_giou_dn_5: 0.4210 (0.4315)  loss_vfl: 0.6848 (0.6729)  loss_vfl_aux_0: 0.7732 (0.7759)  loss_vfl_aux_1: 0.7408 (0.7279)  loss_vfl_aux_2: 0.7043 (0.6972)  loss_vfl_aux_3: 0.7046 (0.6838)  loss_vfl_aux_4: 0.6916 (0.6761)  loss_vfl_aux_5: 0.7736 (0.7598)  loss_vfl_dn_0: 0.4521 (0.4521)  loss_vfl_dn_1: 0.3868 (0.3867)  loss_vfl_dn_2: 0.3721 (0.3707)  loss_vfl_dn_3: 0.3654 (0.3634)  loss_vfl_dn_4: 0.3618 (0.3607)  loss_vfl_dn_5: 0.3601 (0.3600)  time: 0.4894  data: 0.0145  max mem: 5654
Epoch: [44]  [5200/7393]  eta: 0:17:50  lr: 0.000010  loss: 15.8387 (15.8086)  loss_bbox: 0.1418 (0.1530)  loss_bbox_aux_0: 0.1673 (0.1664)  loss_bbox_aux_1: 0.1485 (0.1587)  loss_bbox_aux_2: 0.1430 (0.1559)  loss_bbox_aux_3: 0.1464 (0.1537)  loss_bbox_aux_4: 0.1459 (0.1531)  loss_bbox_aux_5: 0.1977 (0.2035)  loss_bbox_dn_0: 0.2687 (0.2682)  loss_bbox_dn_1: 0.2032 (0.1972)  loss_bbox_dn_2: 0.1782 (0.1767)  loss_bbox_dn_3: 0.1725 (0.1707)  loss_bbox_dn_4: 0.1712 (0.1693)  loss_bbox_dn_5: 0.1712 (0.1693)  loss_giou: 0.4776 (0.4721)  loss_giou_aux_0: 0.4921 (0.4964)  loss_giou_aux_1: 0.4810 (0.4823)  loss_giou_aux_2: 0.4830 (0.4774)  loss_giou_aux_3: 0.4796 (0.4737)  loss_giou_aux_4: 0.4848 (0.4724)  loss_giou_aux_5: 0.5531 (0.5618)  loss_giou_dn_0: 0.5888 (0.5790)  loss_giou_dn_1: 0.4905 (0.4718)  loss_giou_dn_2: 0.4681 (0.4415)  loss_giou_dn_3: 0.4576 (0.4332)  loss_giou_dn_4: 0.4562 (0.4312)  loss_giou_dn_5: 0.4562 (0.4314)  loss_vfl: 0.6647 (0.6731)  loss_vfl_aux_0: 0.7516 (0.7762)  loss_vfl_aux_1: 0.6978 (0.7281)  loss_vfl_aux_2: 0.6893 (0.6974)  loss_vfl_aux_3: 0.6871 (0.6841)  loss_vfl_aux_4: 0.6668 (0.6762)  loss_vfl_aux_5: 0.7221 (0.7598)  loss_vfl_dn_0: 0.4487 (0.4521)  loss_vfl_dn_1: 0.3862 (0.3867)  loss_vfl_dn_2: 0.3717 (0.3707)  loss_vfl_dn_3: 0.3658 (0.3634)  loss_vfl_dn_4: 0.3622 (0.3607)  loss_vfl_dn_5: 0.3630 (0.3600)  time: 0.4832  data: 0.0144  max mem: 5654
Epoch: [44]  [5300/7393]  eta: 0:17:01  lr: 0.000010  loss: 15.9069 (15.8129)  loss_bbox: 0.1491 (0.1530)  loss_bbox_aux_0: 0.1578 (0.1664)  loss_bbox_aux_1: 0.1541 (0.1587)  loss_bbox_aux_2: 0.1484 (0.1559)  loss_bbox_aux_3: 0.1463 (0.1537)  loss_bbox_aux_4: 0.1424 (0.1531)  loss_bbox_aux_5: 0.1902 (0.2035)  loss_bbox_dn_0: 0.2540 (0.2682)  loss_bbox_dn_1: 0.1892 (0.1973)  loss_bbox_dn_2: 0.1704 (0.1767)  loss_bbox_dn_3: 0.1661 (0.1707)  loss_bbox_dn_4: 0.1665 (0.1693)  loss_bbox_dn_5: 0.1665 (0.1693)  loss_giou: 0.4273 (0.4723)  loss_giou_aux_0: 0.4484 (0.4965)  loss_giou_aux_1: 0.4404 (0.4824)  loss_giou_aux_2: 0.4294 (0.4775)  loss_giou_aux_3: 0.4204 (0.4738)  loss_giou_aux_4: 0.4324 (0.4725)  loss_giou_aux_5: 0.5240 (0.5618)  loss_giou_dn_0: 0.5725 (0.5791)  loss_giou_dn_1: 0.4744 (0.4719)  loss_giou_dn_2: 0.4419 (0.4416)  loss_giou_dn_3: 0.4293 (0.4333)  loss_giou_dn_4: 0.4267 (0.4313)  loss_giou_dn_5: 0.4267 (0.4315)  loss_vfl: 0.6630 (0.6734)  loss_vfl_aux_0: 0.7825 (0.7767)  loss_vfl_aux_1: 0.7467 (0.7284)  loss_vfl_aux_2: 0.7010 (0.6978)  loss_vfl_aux_3: 0.6867 (0.6845)  loss_vfl_aux_4: 0.6683 (0.6766)  loss_vfl_aux_5: 0.7800 (0.7602)  loss_vfl_dn_0: 0.4433 (0.4521)  loss_vfl_dn_1: 0.3915 (0.3868)  loss_vfl_dn_2: 0.3710 (0.3707)  loss_vfl_dn_3: 0.3650 (0.3635)  loss_vfl_dn_4: 0.3639 (0.3608)  loss_vfl_dn_5: 0.3627 (0.3600)  time: 0.4882  data: 0.0144  max mem: 5654
Epoch: [44]  [5400/7393]  eta: 0:16:11  lr: 0.000010  loss: 15.6030 (15.8163)  loss_bbox: 0.1568 (0.1531)  loss_bbox_aux_0: 0.1721 (0.1665)  loss_bbox_aux_1: 0.1606 (0.1588)  loss_bbox_aux_2: 0.1629 (0.1560)  loss_bbox_aux_3: 0.1624 (0.1538)  loss_bbox_aux_4: 0.1568 (0.1532)  loss_bbox_aux_5: 0.1977 (0.2035)  loss_bbox_dn_0: 0.2562 (0.2682)  loss_bbox_dn_1: 0.1856 (0.1973)  loss_bbox_dn_2: 0.1690 (0.1768)  loss_bbox_dn_3: 0.1654 (0.1707)  loss_bbox_dn_4: 0.1624 (0.1694)  loss_bbox_dn_5: 0.1624 (0.1694)  loss_giou: 0.4795 (0.4725)  loss_giou_aux_0: 0.4995 (0.4967)  loss_giou_aux_1: 0.4932 (0.4826)  loss_giou_aux_2: 0.4806 (0.4778)  loss_giou_aux_3: 0.4838 (0.4740)  loss_giou_aux_4: 0.4788 (0.4727)  loss_giou_aux_5: 0.5577 (0.5621)  loss_giou_dn_0: 0.5901 (0.5792)  loss_giou_dn_1: 0.4707 (0.4720)  loss_giou_dn_2: 0.4368 (0.4417)  loss_giou_dn_3: 0.4289 (0.4334)  loss_giou_dn_4: 0.4252 (0.4314)  loss_giou_dn_5: 0.4256 (0.4316)  loss_vfl: 0.6328 (0.6735)  loss_vfl_aux_0: 0.7313 (0.7767)  loss_vfl_aux_1: 0.6924 (0.7284)  loss_vfl_aux_2: 0.6548 (0.6978)  loss_vfl_aux_3: 0.6400 (0.6845)  loss_vfl_aux_4: 0.6305 (0.6766)  loss_vfl_aux_5: 0.7310 (0.7602)  loss_vfl_dn_0: 0.4408 (0.4522)  loss_vfl_dn_1: 0.3851 (0.3868)  loss_vfl_dn_2: 0.3736 (0.3708)  loss_vfl_dn_3: 0.3635 (0.3635)  loss_vfl_dn_4: 0.3617 (0.3608)  loss_vfl_dn_5: 0.3615 (0.3601)  time: 0.4893  data: 0.0138  max mem: 5654
Epoch: [44]  [5500/7393]  eta: 0:15:24  lr: 0.000010  loss: 15.7988 (15.8152)  loss_bbox: 0.1374 (0.1530)  loss_bbox_aux_0: 0.1567 (0.1664)  loss_bbox_aux_1: 0.1438 (0.1587)  loss_bbox_aux_2: 0.1329 (0.1559)  loss_bbox_aux_3: 0.1314 (0.1537)  loss_bbox_aux_4: 0.1366 (0.1531)  loss_bbox_aux_5: 0.1860 (0.2034)  loss_bbox_dn_0: 0.2365 (0.2682)  loss_bbox_dn_1: 0.1701 (0.1973)  loss_bbox_dn_2: 0.1555 (0.1767)  loss_bbox_dn_3: 0.1507 (0.1707)  loss_bbox_dn_4: 0.1512 (0.1693)  loss_bbox_dn_5: 0.1512 (0.1693)  loss_giou: 0.4564 (0.4724)  loss_giou_aux_0: 0.4785 (0.4966)  loss_giou_aux_1: 0.4820 (0.4825)  loss_giou_aux_2: 0.4658 (0.4776)  loss_giou_aux_3: 0.4556 (0.4739)  loss_giou_aux_4: 0.4521 (0.4726)  loss_giou_aux_5: 0.5458 (0.5619)  loss_giou_dn_0: 0.5886 (0.5792)  loss_giou_dn_1: 0.4634 (0.4719)  loss_giou_dn_2: 0.4385 (0.4416)  loss_giou_dn_3: 0.4317 (0.4334)  loss_giou_dn_4: 0.4297 (0.4313)  loss_giou_dn_5: 0.4302 (0.4315)  loss_vfl: 0.6898 (0.6737)  loss_vfl_aux_0: 0.7655 (0.7768)  loss_vfl_aux_1: 0.7292 (0.7285)  loss_vfl_aux_2: 0.7144 (0.6980)  loss_vfl_aux_3: 0.7048 (0.6847)  loss_vfl_aux_4: 0.6976 (0.6769)  loss_vfl_aux_5: 0.7449 (0.7602)  loss_vfl_dn_0: 0.4573 (0.4522)  loss_vfl_dn_1: 0.3886 (0.3868)  loss_vfl_dn_2: 0.3729 (0.3708)  loss_vfl_dn_3: 0.3669 (0.3635)  loss_vfl_dn_4: 0.3658 (0.3609)  loss_vfl_dn_5: 0.3662 (0.3601)  time: 0.4842  data: 0.0142  max mem: 5654
Epoch: [44]  [5600/7393]  eta: 0:14:35  lr: 0.000010  loss: 15.7803 (15.8160)  loss_bbox: 0.1560 (0.1531)  loss_bbox_aux_0: 0.1575 (0.1665)  loss_bbox_aux_1: 0.1555 (0.1587)  loss_bbox_aux_2: 0.1560 (0.1560)  loss_bbox_aux_3: 0.1564 (0.1538)  loss_bbox_aux_4: 0.1548 (0.1532)  loss_bbox_aux_5: 0.1987 (0.2035)  loss_bbox_dn_0: 0.2513 (0.2683)  loss_bbox_dn_1: 0.1840 (0.1974)  loss_bbox_dn_2: 0.1632 (0.1768)  loss_bbox_dn_3: 0.1595 (0.1708)  loss_bbox_dn_4: 0.1585 (0.1694)  loss_bbox_dn_5: 0.1585 (0.1694)  loss_giou: 0.4249 (0.4721)  loss_giou_aux_0: 0.4204 (0.4963)  loss_giou_aux_1: 0.4268 (0.4823)  loss_giou_aux_2: 0.4226 (0.4774)  loss_giou_aux_3: 0.4227 (0.4737)  loss_giou_aux_4: 0.4213 (0.4723)  loss_giou_aux_5: 0.4981 (0.5616)  loss_giou_dn_0: 0.5407 (0.5790)  loss_giou_dn_1: 0.4379 (0.4718)  loss_giou_dn_2: 0.3985 (0.4415)  loss_giou_dn_3: 0.3942 (0.4333)  loss_giou_dn_4: 0.3944 (0.4312)  loss_giou_dn_5: 0.3946 (0.4314)  loss_vfl: 0.6730 (0.6740)  loss_vfl_aux_0: 0.7824 (0.7771)  loss_vfl_aux_1: 0.7308 (0.7289)  loss_vfl_aux_2: 0.7088 (0.6983)  loss_vfl_aux_3: 0.6904 (0.6849)  loss_vfl_aux_4: 0.6788 (0.6772)  loss_vfl_aux_5: 0.7414 (0.7604)  loss_vfl_dn_0: 0.4527 (0.4522)  loss_vfl_dn_1: 0.3889 (0.3868)  loss_vfl_dn_2: 0.3703 (0.3708)  loss_vfl_dn_3: 0.3641 (0.3635)  loss_vfl_dn_4: 0.3619 (0.3609)  loss_vfl_dn_5: 0.3619 (0.3601)  time: 0.4881  data: 0.0146  max mem: 5654
Epoch: [44]  [5700/7393]  eta: 0:13:46  lr: 0.000010  loss: 15.6827 (15.8183)  loss_bbox: 0.1501 (0.1531)  loss_bbox_aux_0: 0.1641 (0.1665)  loss_bbox_aux_1: 0.1567 (0.1587)  loss_bbox_aux_2: 0.1484 (0.1560)  loss_bbox_aux_3: 0.1469 (0.1538)  loss_bbox_aux_4: 0.1517 (0.1532)  loss_bbox_aux_5: 0.2085 (0.2036)  loss_bbox_dn_0: 0.2628 (0.2683)  loss_bbox_dn_1: 0.2033 (0.1974)  loss_bbox_dn_2: 0.1764 (0.1768)  loss_bbox_dn_3: 0.1684 (0.1708)  loss_bbox_dn_4: 0.1673 (0.1694)  loss_bbox_dn_5: 0.1672 (0.1694)  loss_giou: 0.4878 (0.4724)  loss_giou_aux_0: 0.4898 (0.4967)  loss_giou_aux_1: 0.4804 (0.4826)  loss_giou_aux_2: 0.4772 (0.4777)  loss_giou_aux_3: 0.4770 (0.4740)  loss_giou_aux_4: 0.4817 (0.4727)  loss_giou_aux_5: 0.5761 (0.5620)  loss_giou_dn_0: 0.6053 (0.5792)  loss_giou_dn_1: 0.4729 (0.4720)  loss_giou_dn_2: 0.4395 (0.4417)  loss_giou_dn_3: 0.4304 (0.4334)  loss_giou_dn_4: 0.4295 (0.4314)  loss_giou_dn_5: 0.4297 (0.4316)  loss_vfl: 0.6659 (0.6739)  loss_vfl_aux_0: 0.7683 (0.7769)  loss_vfl_aux_1: 0.6868 (0.7286)  loss_vfl_aux_2: 0.6687 (0.6981)  loss_vfl_aux_3: 0.6681 (0.6848)  loss_vfl_aux_4: 0.6675 (0.6771)  loss_vfl_aux_5: 0.7257 (0.7601)  loss_vfl_dn_0: 0.4509 (0.4522)  loss_vfl_dn_1: 0.3844 (0.3868)  loss_vfl_dn_2: 0.3738 (0.3708)  loss_vfl_dn_3: 0.3681 (0.3635)  loss_vfl_dn_4: 0.3641 (0.3609)  loss_vfl_dn_5: 0.3641 (0.3601)  time: 0.4811  data: 0.0138  max mem: 5654
Epoch: [44]  [5800/7393]  eta: 0:12:57  lr: 0.000010  loss: 15.3979 (15.8208)  loss_bbox: 0.1403 (0.1531)  loss_bbox_aux_0: 0.1470 (0.1665)  loss_bbox_aux_1: 0.1409 (0.1587)  loss_bbox_aux_2: 0.1370 (0.1560)  loss_bbox_aux_3: 0.1394 (0.1538)  loss_bbox_aux_4: 0.1403 (0.1532)  loss_bbox_aux_5: 0.1958 (0.2036)  loss_bbox_dn_0: 0.2298 (0.2682)  loss_bbox_dn_1: 0.1732 (0.1974)  loss_bbox_dn_2: 0.1541 (0.1768)  loss_bbox_dn_3: 0.1459 (0.1707)  loss_bbox_dn_4: 0.1449 (0.1694)  loss_bbox_dn_5: 0.1451 (0.1694)  loss_giou: 0.5160 (0.4727)  loss_giou_aux_0: 0.5273 (0.4970)  loss_giou_aux_1: 0.5252 (0.4829)  loss_giou_aux_2: 0.5142 (0.4780)  loss_giou_aux_3: 0.5158 (0.4743)  loss_giou_aux_4: 0.5160 (0.4730)  loss_giou_aux_5: 0.5733 (0.5623)  loss_giou_dn_0: 0.5850 (0.5794)  loss_giou_dn_1: 0.4831 (0.4722)  loss_giou_dn_2: 0.4512 (0.4418)  loss_giou_dn_3: 0.4400 (0.4336)  loss_giou_dn_4: 0.4435 (0.4316)  loss_giou_dn_5: 0.4435 (0.4318)  loss_vfl: 0.6551 (0.6738)  loss_vfl_aux_0: 0.7369 (0.7767)  loss_vfl_aux_1: 0.7115 (0.7285)  loss_vfl_aux_2: 0.6831 (0.6980)  loss_vfl_aux_3: 0.6682 (0.6847)  loss_vfl_aux_4: 0.6559 (0.6771)  loss_vfl_aux_5: 0.7243 (0.7600)  loss_vfl_dn_0: 0.4509 (0.4522)  loss_vfl_dn_1: 0.3907 (0.3868)  loss_vfl_dn_2: 0.3757 (0.3708)  loss_vfl_dn_3: 0.3657 (0.3636)  loss_vfl_dn_4: 0.3633 (0.3609)  loss_vfl_dn_5: 0.3642 (0.3602)  time: 0.4856  data: 0.0135  max mem: 5654
Epoch: [44]  [5900/7393]  eta: 0:12:08  lr: 0.000010  loss: 15.2272 (15.8148)  loss_bbox: 0.1375 (0.1531)  loss_bbox_aux_0: 0.1537 (0.1665)  loss_bbox_aux_1: 0.1496 (0.1587)  loss_bbox_aux_2: 0.1452 (0.1560)  loss_bbox_aux_3: 0.1445 (0.1538)  loss_bbox_aux_4: 0.1435 (0.1532)  loss_bbox_aux_5: 0.1824 (0.2036)  loss_bbox_dn_0: 0.2326 (0.2681)  loss_bbox_dn_1: 0.1711 (0.1973)  loss_bbox_dn_2: 0.1497 (0.1767)  loss_bbox_dn_3: 0.1435 (0.1706)  loss_bbox_dn_4: 0.1420 (0.1693)  loss_bbox_dn_5: 0.1421 (0.1693)  loss_giou: 0.4493 (0.4726)  loss_giou_aux_0: 0.4668 (0.4968)  loss_giou_aux_1: 0.4674 (0.4828)  loss_giou_aux_2: 0.4551 (0.4779)  loss_giou_aux_3: 0.4493 (0.4742)  loss_giou_aux_4: 0.4484 (0.4728)  loss_giou_aux_5: 0.5304 (0.5621)  loss_giou_dn_0: 0.5694 (0.5792)  loss_giou_dn_1: 0.4483 (0.4720)  loss_giou_dn_2: 0.4152 (0.4417)  loss_giou_dn_3: 0.4103 (0.4334)  loss_giou_dn_4: 0.4079 (0.4314)  loss_giou_dn_5: 0.4081 (0.4316)  loss_vfl: 0.6166 (0.6734)  loss_vfl_aux_0: 0.7527 (0.7765)  loss_vfl_aux_1: 0.6793 (0.7280)  loss_vfl_aux_2: 0.6583 (0.6977)  loss_vfl_aux_3: 0.6392 (0.6844)  loss_vfl_aux_4: 0.6230 (0.6766)  loss_vfl_aux_5: 0.7280 (0.7596)  loss_vfl_dn_0: 0.4439 (0.4521)  loss_vfl_dn_1: 0.3833 (0.3867)  loss_vfl_dn_2: 0.3679 (0.3707)  loss_vfl_dn_3: 0.3565 (0.3635)  loss_vfl_dn_4: 0.3527 (0.3608)  loss_vfl_dn_5: 0.3504 (0.3601)  time: 0.4807  data: 0.0138  max mem: 5654
Epoch: [44]  [6000/7393]  eta: 0:11:19  lr: 0.000010  loss: 15.9448 (15.8140)  loss_bbox: 0.1609 (0.1531)  loss_bbox_aux_0: 0.1666 (0.1665)  loss_bbox_aux_1: 0.1571 (0.1587)  loss_bbox_aux_2: 0.1595 (0.1560)  loss_bbox_aux_3: 0.1618 (0.1538)  loss_bbox_aux_4: 0.1604 (0.1532)  loss_bbox_aux_5: 0.2095 (0.2036)  loss_bbox_dn_0: 0.2501 (0.2680)  loss_bbox_dn_1: 0.1913 (0.1973)  loss_bbox_dn_2: 0.1764 (0.1767)  loss_bbox_dn_3: 0.1710 (0.1706)  loss_bbox_dn_4: 0.1693 (0.1693)  loss_bbox_dn_5: 0.1693 (0.1693)  loss_giou: 0.5002 (0.4726)  loss_giou_aux_0: 0.5308 (0.4968)  loss_giou_aux_1: 0.5135 (0.4828)  loss_giou_aux_2: 0.5048 (0.4779)  loss_giou_aux_3: 0.4998 (0.4742)  loss_giou_aux_4: 0.4971 (0.4728)  loss_giou_aux_5: 0.5798 (0.5621)  loss_giou_dn_0: 0.5867 (0.5792)  loss_giou_dn_1: 0.4952 (0.4720)  loss_giou_dn_2: 0.4596 (0.4417)  loss_giou_dn_3: 0.4492 (0.4335)  loss_giou_dn_4: 0.4472 (0.4314)  loss_giou_dn_5: 0.4473 (0.4316)  loss_vfl: 0.6601 (0.6733)  loss_vfl_aux_0: 0.7693 (0.7764)  loss_vfl_aux_1: 0.7478 (0.7279)  loss_vfl_aux_2: 0.6912 (0.6975)  loss_vfl_aux_3: 0.6705 (0.6842)  loss_vfl_aux_4: 0.6669 (0.6765)  loss_vfl_aux_5: 0.7332 (0.7595)  loss_vfl_dn_0: 0.4465 (0.4521)  loss_vfl_dn_1: 0.3869 (0.3867)  loss_vfl_dn_2: 0.3712 (0.3707)  loss_vfl_dn_3: 0.3652 (0.3635)  loss_vfl_dn_4: 0.3652 (0.3608)  loss_vfl_dn_5: 0.3642 (0.3601)  time: 0.4809  data: 0.0141  max mem: 5654
Epoch: [44]  [6100/7393]  eta: 0:10:30  lr: 0.000010  loss: 15.7191 (15.8116)  loss_bbox: 0.1570 (0.1531)  loss_bbox_aux_0: 0.1617 (0.1665)  loss_bbox_aux_1: 0.1635 (0.1588)  loss_bbox_aux_2: 0.1594 (0.1560)  loss_bbox_aux_3: 0.1541 (0.1539)  loss_bbox_aux_4: 0.1524 (0.1532)  loss_bbox_aux_5: 0.2047 (0.2036)  loss_bbox_dn_0: 0.2885 (0.2682)  loss_bbox_dn_1: 0.1973 (0.1974)  loss_bbox_dn_2: 0.1753 (0.1768)  loss_bbox_dn_3: 0.1719 (0.1707)  loss_bbox_dn_4: 0.1673 (0.1694)  loss_bbox_dn_5: 0.1673 (0.1694)  loss_giou: 0.4221 (0.4723)  loss_giou_aux_0: 0.4425 (0.4965)  loss_giou_aux_1: 0.4412 (0.4825)  loss_giou_aux_2: 0.4310 (0.4776)  loss_giou_aux_3: 0.4284 (0.4739)  loss_giou_aux_4: 0.4240 (0.4725)  loss_giou_aux_5: 0.5184 (0.5618)  loss_giou_dn_0: 0.5487 (0.5789)  loss_giou_dn_1: 0.4456 (0.4717)  loss_giou_dn_2: 0.4146 (0.4414)  loss_giou_dn_3: 0.4144 (0.4332)  loss_giou_dn_4: 0.4120 (0.4312)  loss_giou_dn_5: 0.4120 (0.4314)  loss_vfl: 0.6719 (0.6733)  loss_vfl_aux_0: 0.7875 (0.7766)  loss_vfl_aux_1: 0.7226 (0.7280)  loss_vfl_aux_2: 0.6973 (0.6976)  loss_vfl_aux_3: 0.6850 (0.6843)  loss_vfl_aux_4: 0.6861 (0.6766)  loss_vfl_aux_5: 0.7829 (0.7596)  loss_vfl_dn_0: 0.4520 (0.4521)  loss_vfl_dn_1: 0.3869 (0.3867)  loss_vfl_dn_2: 0.3697 (0.3707)  loss_vfl_dn_3: 0.3633 (0.3634)  loss_vfl_dn_4: 0.3613 (0.3608)  loss_vfl_dn_5: 0.3605 (0.3600)  time: 0.4878  data: 0.0142  max mem: 5654
Epoch: [44]  [6200/7393]  eta: 0:09:42  lr: 0.000010  loss: 15.5782 (15.8124)  loss_bbox: 0.1415 (0.1531)  loss_bbox_aux_0: 0.1635 (0.1665)  loss_bbox_aux_1: 0.1472 (0.1588)  loss_bbox_aux_2: 0.1500 (0.1560)  loss_bbox_aux_3: 0.1432 (0.1538)  loss_bbox_aux_4: 0.1433 (0.1532)  loss_bbox_aux_5: 0.2119 (0.2037)  loss_bbox_dn_0: 0.2466 (0.2682)  loss_bbox_dn_1: 0.1694 (0.1974)  loss_bbox_dn_2: 0.1594 (0.1768)  loss_bbox_dn_3: 0.1544 (0.1708)  loss_bbox_dn_4: 0.1541 (0.1694)  loss_bbox_dn_5: 0.1541 (0.1694)  loss_giou: 0.4978 (0.4722)  loss_giou_aux_0: 0.5123 (0.4964)  loss_giou_aux_1: 0.5059 (0.4824)  loss_giou_aux_2: 0.4965 (0.4774)  loss_giou_aux_3: 0.4937 (0.4737)  loss_giou_aux_4: 0.4988 (0.4724)  loss_giou_aux_5: 0.5788 (0.5617)  loss_giou_dn_0: 0.5810 (0.5788)  loss_giou_dn_1: 0.4873 (0.4716)  loss_giou_dn_2: 0.4551 (0.4413)  loss_giou_dn_3: 0.4491 (0.4331)  loss_giou_dn_4: 0.4468 (0.4311)  loss_giou_dn_5: 0.4473 (0.4313)  loss_vfl: 0.6821 (0.6736)  loss_vfl_aux_0: 0.7433 (0.7769)  loss_vfl_aux_1: 0.7235 (0.7284)  loss_vfl_aux_2: 0.6933 (0.6979)  loss_vfl_aux_3: 0.7013 (0.6846)  loss_vfl_aux_4: 0.6853 (0.6769)  loss_vfl_aux_5: 0.7210 (0.7598)  loss_vfl_dn_0: 0.4501 (0.4521)  loss_vfl_dn_1: 0.3833 (0.3867)  loss_vfl_dn_2: 0.3693 (0.3707)  loss_vfl_dn_3: 0.3609 (0.3634)  loss_vfl_dn_4: 0.3568 (0.3608)  loss_vfl_dn_5: 0.3564 (0.3601)  time: 0.4959  data: 0.0145  max mem: 5654
Epoch: [44]  [6300/7393]  eta: 0:08:53  lr: 0.000010  loss: 15.6898 (15.8116)  loss_bbox: 0.1381 (0.1531)  loss_bbox_aux_0: 0.1578 (0.1664)  loss_bbox_aux_1: 0.1397 (0.1587)  loss_bbox_aux_2: 0.1375 (0.1560)  loss_bbox_aux_3: 0.1361 (0.1538)  loss_bbox_aux_4: 0.1378 (0.1532)  loss_bbox_aux_5: 0.2002 (0.2036)  loss_bbox_dn_0: 0.2330 (0.2680)  loss_bbox_dn_1: 0.1683 (0.1972)  loss_bbox_dn_2: 0.1481 (0.1766)  loss_bbox_dn_3: 0.1440 (0.1706)  loss_bbox_dn_4: 0.1415 (0.1693)  loss_bbox_dn_5: 0.1418 (0.1693)  loss_giou: 0.4717 (0.4725)  loss_giou_aux_0: 0.4955 (0.4966)  loss_giou_aux_1: 0.4765 (0.4826)  loss_giou_aux_2: 0.4642 (0.4777)  loss_giou_aux_3: 0.4782 (0.4740)  loss_giou_aux_4: 0.4782 (0.4727)  loss_giou_aux_5: 0.5723 (0.5620)  loss_giou_dn_0: 0.5739 (0.5788)  loss_giou_dn_1: 0.4645 (0.4716)  loss_giou_dn_2: 0.4404 (0.4414)  loss_giou_dn_3: 0.4308 (0.4331)  loss_giou_dn_4: 0.4298 (0.4311)  loss_giou_dn_5: 0.4299 (0.4313)  loss_vfl: 0.6707 (0.6734)  loss_vfl_aux_0: 0.7482 (0.7767)  loss_vfl_aux_1: 0.6933 (0.7281)  loss_vfl_aux_2: 0.6750 (0.6978)  loss_vfl_aux_3: 0.6853 (0.6844)  loss_vfl_aux_4: 0.6701 (0.6766)  loss_vfl_aux_5: 0.7341 (0.7596)  loss_vfl_dn_0: 0.4565 (0.4521)  loss_vfl_dn_1: 0.3929 (0.3867)  loss_vfl_dn_2: 0.3757 (0.3707)  loss_vfl_dn_3: 0.3677 (0.3634)  loss_vfl_dn_4: 0.3683 (0.3608)  loss_vfl_dn_5: 0.3684 (0.3600)  time: 0.4771  data: 0.0136  max mem: 5654
Epoch: [44]  [6400/7393]  eta: 0:08:05  lr: 0.000010  loss: 15.9925 (15.8101)  loss_bbox: 0.1506 (0.1531)  loss_bbox_aux_0: 0.1584 (0.1664)  loss_bbox_aux_1: 0.1491 (0.1587)  loss_bbox_aux_2: 0.1483 (0.1560)  loss_bbox_aux_3: 0.1488 (0.1538)  loss_bbox_aux_4: 0.1509 (0.1532)  loss_bbox_aux_5: 0.1938 (0.2037)  loss_bbox_dn_0: 0.2653 (0.2681)  loss_bbox_dn_1: 0.1906 (0.1972)  loss_bbox_dn_2: 0.1668 (0.1767)  loss_bbox_dn_3: 0.1597 (0.1706)  loss_bbox_dn_4: 0.1587 (0.1693)  loss_bbox_dn_5: 0.1587 (0.1693)  loss_giou: 0.4303 (0.4722)  loss_giou_aux_0: 0.4822 (0.4964)  loss_giou_aux_1: 0.4632 (0.4824)  loss_giou_aux_2: 0.4525 (0.4774)  loss_giou_aux_3: 0.4435 (0.4737)  loss_giou_aux_4: 0.4365 (0.4724)  loss_giou_aux_5: 0.5286 (0.5617)  loss_giou_dn_0: 0.5677 (0.5787)  loss_giou_dn_1: 0.4640 (0.4715)  loss_giou_dn_2: 0.4342 (0.4412)  loss_giou_dn_3: 0.4246 (0.4330)  loss_giou_dn_4: 0.4218 (0.4309)  loss_giou_dn_5: 0.4225 (0.4311)  loss_vfl: 0.6945 (0.6735)  loss_vfl_aux_0: 0.7966 (0.7769)  loss_vfl_aux_1: 0.7296 (0.7283)  loss_vfl_aux_2: 0.7141 (0.6980)  loss_vfl_aux_3: 0.6942 (0.6845)  loss_vfl_aux_4: 0.6999 (0.6768)  loss_vfl_aux_5: 0.7913 (0.7598)  loss_vfl_dn_0: 0.4561 (0.4521)  loss_vfl_dn_1: 0.3903 (0.3867)  loss_vfl_dn_2: 0.3725 (0.3707)  loss_vfl_dn_3: 0.3656 (0.3634)  loss_vfl_dn_4: 0.3631 (0.3608)  loss_vfl_dn_5: 0.3614 (0.3600)  time: 0.4830  data: 0.0140  max mem: 5654
Epoch: [44]  [6500/7393]  eta: 0:07:16  lr: 0.000010  loss: 15.8991 (15.8133)  loss_bbox: 0.1535 (0.1531)  loss_bbox_aux_0: 0.1698 (0.1664)  loss_bbox_aux_1: 0.1625 (0.1587)  loss_bbox_aux_2: 0.1604 (0.1560)  loss_bbox_aux_3: 0.1571 (0.1538)  loss_bbox_aux_4: 0.1553 (0.1532)  loss_bbox_aux_5: 0.2118 (0.2036)  loss_bbox_dn_0: 0.2501 (0.2680)  loss_bbox_dn_1: 0.2071 (0.1973)  loss_bbox_dn_2: 0.1933 (0.1767)  loss_bbox_dn_3: 0.1869 (0.1707)  loss_bbox_dn_4: 0.1850 (0.1693)  loss_bbox_dn_5: 0.1850 (0.1693)  loss_giou: 0.4720 (0.4723)  loss_giou_aux_0: 0.4987 (0.4965)  loss_giou_aux_1: 0.4930 (0.4826)  loss_giou_aux_2: 0.4764 (0.4775)  loss_giou_aux_3: 0.4705 (0.4739)  loss_giou_aux_4: 0.4684 (0.4725)  loss_giou_aux_5: 0.5541 (0.5619)  loss_giou_dn_0: 0.5788 (0.5789)  loss_giou_dn_1: 0.4737 (0.4717)  loss_giou_dn_2: 0.4434 (0.4414)  loss_giou_dn_3: 0.4350 (0.4332)  loss_giou_dn_4: 0.4328 (0.4311)  loss_giou_dn_5: 0.4331 (0.4313)  loss_vfl: 0.6662 (0.6738)  loss_vfl_aux_0: 0.7681 (0.7769)  loss_vfl_aux_1: 0.7225 (0.7283)  loss_vfl_aux_2: 0.6947 (0.6981)  loss_vfl_aux_3: 0.6861 (0.6847)  loss_vfl_aux_4: 0.6779 (0.6770)  loss_vfl_aux_5: 0.7450 (0.7597)  loss_vfl_dn_0: 0.4440 (0.4520)  loss_vfl_dn_1: 0.3757 (0.3867)  loss_vfl_dn_2: 0.3629 (0.3707)  loss_vfl_dn_3: 0.3580 (0.3635)  loss_vfl_dn_4: 0.3553 (0.3608)  loss_vfl_dn_5: 0.3534 (0.3601)  time: 0.7575  data: 0.0143  max mem: 5654
Epoch: [44]  [6600/7393]  eta: 0:06:27  lr: 0.000010  loss: 15.6446 (15.8106)  loss_bbox: 0.1465 (0.1530)  loss_bbox_aux_0: 0.1615 (0.1662)  loss_bbox_aux_1: 0.1496 (0.1586)  loss_bbox_aux_2: 0.1420 (0.1559)  loss_bbox_aux_3: 0.1423 (0.1537)  loss_bbox_aux_4: 0.1465 (0.1531)  loss_bbox_aux_5: 0.1953 (0.2035)  loss_bbox_dn_0: 0.2340 (0.2679)  loss_bbox_dn_1: 0.1760 (0.1971)  loss_bbox_dn_2: 0.1620 (0.1766)  loss_bbox_dn_3: 0.1517 (0.1705)  loss_bbox_dn_4: 0.1508 (0.1692)  loss_bbox_dn_5: 0.1507 (0.1692)  loss_giou: 0.4798 (0.4723)  loss_giou_aux_0: 0.4983 (0.4964)  loss_giou_aux_1: 0.4838 (0.4825)  loss_giou_aux_2: 0.4818 (0.4775)  loss_giou_aux_3: 0.4764 (0.4738)  loss_giou_aux_4: 0.4784 (0.4725)  loss_giou_aux_5: 0.5642 (0.5618)  loss_giou_dn_0: 0.5736 (0.5788)  loss_giou_dn_1: 0.4593 (0.4716)  loss_giou_dn_2: 0.4300 (0.4413)  loss_giou_dn_3: 0.4212 (0.4331)  loss_giou_dn_4: 0.4185 (0.4310)  loss_giou_dn_5: 0.4182 (0.4312)  loss_vfl: 0.6578 (0.6738)  loss_vfl_aux_0: 0.7801 (0.7770)  loss_vfl_aux_1: 0.7152 (0.7283)  loss_vfl_aux_2: 0.6809 (0.6981)  loss_vfl_aux_3: 0.6541 (0.6847)  loss_vfl_aux_4: 0.6521 (0.6770)  loss_vfl_aux_5: 0.7290 (0.7598)  loss_vfl_dn_0: 0.4500 (0.4521)  loss_vfl_dn_1: 0.3821 (0.3867)  loss_vfl_dn_2: 0.3698 (0.3707)  loss_vfl_dn_3: 0.3593 (0.3635)  loss_vfl_dn_4: 0.3599 (0.3609)  loss_vfl_dn_5: 0.3582 (0.3601)  time: 0.4787  data: 0.0145  max mem: 5654
Epoch: [44]  [6700/7393]  eta: 0:05:38  lr: 0.000010  loss: 16.1942 (15.8093)  loss_bbox: 0.1316 (0.1529)  loss_bbox_aux_0: 0.1417 (0.1661)  loss_bbox_aux_1: 0.1355 (0.1585)  loss_bbox_aux_2: 0.1331 (0.1558)  loss_bbox_aux_3: 0.1311 (0.1536)  loss_bbox_aux_4: 0.1310 (0.1530)  loss_bbox_aux_5: 0.1749 (0.2034)  loss_bbox_dn_0: 0.2341 (0.2677)  loss_bbox_dn_1: 0.1712 (0.1970)  loss_bbox_dn_2: 0.1552 (0.1765)  loss_bbox_dn_3: 0.1511 (0.1705)  loss_bbox_dn_4: 0.1498 (0.1691)  loss_bbox_dn_5: 0.1498 (0.1691)  loss_giou: 0.4862 (0.4724)  loss_giou_aux_0: 0.4945 (0.4964)  loss_giou_aux_1: 0.4787 (0.4825)  loss_giou_aux_2: 0.4749 (0.4776)  loss_giou_aux_3: 0.4850 (0.4739)  loss_giou_aux_4: 0.4846 (0.4726)  loss_giou_aux_5: 0.5462 (0.5618)  loss_giou_dn_0: 0.5869 (0.5788)  loss_giou_dn_1: 0.4703 (0.4717)  loss_giou_dn_2: 0.4485 (0.4413)  loss_giou_dn_3: 0.4374 (0.4331)  loss_giou_dn_4: 0.4337 (0.4311)  loss_giou_dn_5: 0.4337 (0.4313)  loss_vfl: 0.6272 (0.6737)  loss_vfl_aux_0: 0.7337 (0.7769)  loss_vfl_aux_1: 0.6854 (0.7282)  loss_vfl_aux_2: 0.6386 (0.6979)  loss_vfl_aux_3: 0.6323 (0.6846)  loss_vfl_aux_4: 0.6186 (0.6769)  loss_vfl_aux_5: 0.7177 (0.7597)  loss_vfl_dn_0: 0.4440 (0.4520)  loss_vfl_dn_1: 0.3931 (0.3867)  loss_vfl_dn_2: 0.3766 (0.3707)  loss_vfl_dn_3: 0.3688 (0.3634)  loss_vfl_dn_4: 0.3665 (0.3608)  loss_vfl_dn_5: 0.3660 (0.3601)  time: 0.4682  data: 0.0139  max mem: 5654
Epoch: [44]  [6800/7393]  eta: 0:04:49  lr: 0.000010  loss: 15.3620 (15.8128)  loss_bbox: 0.1411 (0.1530)  loss_bbox_aux_0: 0.1526 (0.1662)  loss_bbox_aux_1: 0.1425 (0.1586)  loss_bbox_aux_2: 0.1444 (0.1559)  loss_bbox_aux_3: 0.1365 (0.1537)  loss_bbox_aux_4: 0.1410 (0.1531)  loss_bbox_aux_5: 0.1754 (0.2034)  loss_bbox_dn_0: 0.2371 (0.2678)  loss_bbox_dn_1: 0.1771 (0.1971)  loss_bbox_dn_2: 0.1650 (0.1766)  loss_bbox_dn_3: 0.1561 (0.1706)  loss_bbox_dn_4: 0.1537 (0.1692)  loss_bbox_dn_5: 0.1537 (0.1692)  loss_giou: 0.4673 (0.4725)  loss_giou_aux_0: 0.5018 (0.4965)  loss_giou_aux_1: 0.5018 (0.4827)  loss_giou_aux_2: 0.4848 (0.4777)  loss_giou_aux_3: 0.4766 (0.4740)  loss_giou_aux_4: 0.4672 (0.4727)  loss_giou_aux_5: 0.5539 (0.5619)  loss_giou_dn_0: 0.5302 (0.5789)  loss_giou_dn_1: 0.4248 (0.4717)  loss_giou_dn_2: 0.4094 (0.4414)  loss_giou_dn_3: 0.3987 (0.4332)  loss_giou_dn_4: 0.3963 (0.4311)  loss_giou_dn_5: 0.3960 (0.4313)  loss_vfl: 0.6764 (0.6738)  loss_vfl_aux_0: 0.7817 (0.7772)  loss_vfl_aux_1: 0.7276 (0.7284)  loss_vfl_aux_2: 0.6848 (0.6980)  loss_vfl_aux_3: 0.6932 (0.6847)  loss_vfl_aux_4: 0.6758 (0.6770)  loss_vfl_aux_5: 0.7585 (0.7599)  loss_vfl_dn_0: 0.4509 (0.4520)  loss_vfl_dn_1: 0.3766 (0.3867)  loss_vfl_dn_2: 0.3629 (0.3707)  loss_vfl_dn_3: 0.3557 (0.3635)  loss_vfl_dn_4: 0.3534 (0.3609)  loss_vfl_dn_5: 0.3519 (0.3601)  time: 0.4872  data: 0.0143  max mem: 5654
Epoch: [44]  [6900/7393]  eta: 0:04:00  lr: 0.000010  loss: 16.2866 (15.8146)  loss_bbox: 0.1430 (0.1529)  loss_bbox_aux_0: 0.1501 (0.1661)  loss_bbox_aux_1: 0.1482 (0.1585)  loss_bbox_aux_2: 0.1451 (0.1558)  loss_bbox_aux_3: 0.1460 (0.1536)  loss_bbox_aux_4: 0.1436 (0.1530)  loss_bbox_aux_5: 0.1872 (0.2033)  loss_bbox_dn_0: 0.2349 (0.2677)  loss_bbox_dn_1: 0.1765 (0.1971)  loss_bbox_dn_2: 0.1573 (0.1765)  loss_bbox_dn_3: 0.1516 (0.1705)  loss_bbox_dn_4: 0.1516 (0.1692)  loss_bbox_dn_5: 0.1517 (0.1692)  loss_giou: 0.4962 (0.4727)  loss_giou_aux_0: 0.5300 (0.4967)  loss_giou_aux_1: 0.5282 (0.4829)  loss_giou_aux_2: 0.5079 (0.4779)  loss_giou_aux_3: 0.4914 (0.4742)  loss_giou_aux_4: 0.4898 (0.4729)  loss_giou_aux_5: 0.5756 (0.5621)  loss_giou_dn_0: 0.5891 (0.5791)  loss_giou_dn_1: 0.4834 (0.4719)  loss_giou_dn_2: 0.4416 (0.4416)  loss_giou_dn_3: 0.4366 (0.4333)  loss_giou_dn_4: 0.4331 (0.4313)  loss_giou_dn_5: 0.4334 (0.4315)  loss_vfl: 0.6448 (0.6738)  loss_vfl_aux_0: 0.7458 (0.7772)  loss_vfl_aux_1: 0.7041 (0.7285)  loss_vfl_aux_2: 0.6852 (0.6981)  loss_vfl_aux_3: 0.6593 (0.6847)  loss_vfl_aux_4: 0.6592 (0.6770)  loss_vfl_aux_5: 0.7371 (0.7598)  loss_vfl_dn_0: 0.4512 (0.4520)  loss_vfl_dn_1: 0.3923 (0.3867)  loss_vfl_dn_2: 0.3807 (0.3708)  loss_vfl_dn_3: 0.3766 (0.3635)  loss_vfl_dn_4: 0.3722 (0.3609)  loss_vfl_dn_5: 0.3728 (0.3602)  time: 0.4836  data: 0.0141  max mem: 5654
Epoch: [44]  [7000/7393]  eta: 0:03:12  lr: 0.000010  loss: 15.9916 (15.8169)  loss_bbox: 0.1600 (0.1528)  loss_bbox_aux_0: 0.1611 (0.1661)  loss_bbox_aux_1: 0.1550 (0.1584)  loss_bbox_aux_2: 0.1526 (0.1558)  loss_bbox_aux_3: 0.1482 (0.1536)  loss_bbox_aux_4: 0.1508 (0.1530)  loss_bbox_aux_5: 0.1954 (0.2033)  loss_bbox_dn_0: 0.2782 (0.2677)  loss_bbox_dn_1: 0.2112 (0.1971)  loss_bbox_dn_2: 0.1895 (0.1765)  loss_bbox_dn_3: 0.1836 (0.1705)  loss_bbox_dn_4: 0.1826 (0.1692)  loss_bbox_dn_5: 0.1826 (0.1692)  loss_giou: 0.4627 (0.4728)  loss_giou_aux_0: 0.4868 (0.4969)  loss_giou_aux_1: 0.4750 (0.4830)  loss_giou_aux_2: 0.4709 (0.4780)  loss_giou_aux_3: 0.4652 (0.4743)  loss_giou_aux_4: 0.4620 (0.4730)  loss_giou_aux_5: 0.5554 (0.5622)  loss_giou_dn_0: 0.5862 (0.5792)  loss_giou_dn_1: 0.4838 (0.4720)  loss_giou_dn_2: 0.4442 (0.4417)  loss_giou_dn_3: 0.4310 (0.4334)  loss_giou_dn_4: 0.4284 (0.4314)  loss_giou_dn_5: 0.4285 (0.4316)  loss_vfl: 0.6848 (0.6741)  loss_vfl_aux_0: 0.7654 (0.7772)  loss_vfl_aux_1: 0.7356 (0.7286)  loss_vfl_aux_2: 0.7189 (0.6984)  loss_vfl_aux_3: 0.6973 (0.6850)  loss_vfl_aux_4: 0.6836 (0.6773)  loss_vfl_aux_5: 0.7555 (0.7599)  loss_vfl_dn_0: 0.4494 (0.4520)  loss_vfl_dn_1: 0.3857 (0.3867)  loss_vfl_dn_2: 0.3712 (0.3708)  loss_vfl_dn_3: 0.3633 (0.3635)  loss_vfl_dn_4: 0.3624 (0.3609)  loss_vfl_dn_5: 0.3607 (0.3602)  time: 0.4750  data: 0.0142  max mem: 5654
Epoch: [44]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 15.7822 (15.8195)  loss_bbox: 0.1542 (0.1529)  loss_bbox_aux_0: 0.1739 (0.1662)  loss_bbox_aux_1: 0.1705 (0.1585)  loss_bbox_aux_2: 0.1625 (0.1559)  loss_bbox_aux_3: 0.1562 (0.1536)  loss_bbox_aux_4: 0.1612 (0.1530)  loss_bbox_aux_5: 0.2076 (0.2034)  loss_bbox_dn_0: 0.2654 (0.2679)  loss_bbox_dn_1: 0.2011 (0.1972)  loss_bbox_dn_2: 0.1793 (0.1767)  loss_bbox_dn_3: 0.1688 (0.1706)  loss_bbox_dn_4: 0.1662 (0.1693)  loss_bbox_dn_5: 0.1662 (0.1693)  loss_giou: 0.4323 (0.4726)  loss_giou_aux_0: 0.4666 (0.4968)  loss_giou_aux_1: 0.4431 (0.4828)  loss_giou_aux_2: 0.4384 (0.4778)  loss_giou_aux_3: 0.4319 (0.4741)  loss_giou_aux_4: 0.4383 (0.4728)  loss_giou_aux_5: 0.5163 (0.5620)  loss_giou_dn_0: 0.5587 (0.5792)  loss_giou_dn_1: 0.4544 (0.4720)  loss_giou_dn_2: 0.4329 (0.4417)  loss_giou_dn_3: 0.4245 (0.4334)  loss_giou_dn_4: 0.4218 (0.4314)  loss_giou_dn_5: 0.4219 (0.4316)  loss_vfl: 0.7087 (0.6744)  loss_vfl_aux_0: 0.7872 (0.7775)  loss_vfl_aux_1: 0.7440 (0.7289)  loss_vfl_aux_2: 0.7319 (0.6987)  loss_vfl_aux_3: 0.7107 (0.6853)  loss_vfl_aux_4: 0.7056 (0.6776)  loss_vfl_aux_5: 0.7543 (0.7602)  loss_vfl_dn_0: 0.4636 (0.4520)  loss_vfl_dn_1: 0.3914 (0.3867)  loss_vfl_dn_2: 0.3789 (0.3708)  loss_vfl_dn_3: 0.3693 (0.3635)  loss_vfl_dn_4: 0.3673 (0.3609)  loss_vfl_dn_5: 0.3667 (0.3602)  time: 0.4788  data: 0.0137  max mem: 5654
Epoch: [44]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 16.3273 (15.8185)  loss_bbox: 0.1454 (0.1528)  loss_bbox_aux_0: 0.1596 (0.1662)  loss_bbox_aux_1: 0.1577 (0.1585)  loss_bbox_aux_2: 0.1502 (0.1558)  loss_bbox_aux_3: 0.1456 (0.1536)  loss_bbox_aux_4: 0.1453 (0.1530)  loss_bbox_aux_5: 0.2033 (0.2033)  loss_bbox_dn_0: 0.2564 (0.2679)  loss_bbox_dn_1: 0.1844 (0.1972)  loss_bbox_dn_2: 0.1600 (0.1767)  loss_bbox_dn_3: 0.1491 (0.1706)  loss_bbox_dn_4: 0.1459 (0.1692)  loss_bbox_dn_5: 0.1460 (0.1692)  loss_giou: 0.5184 (0.4724)  loss_giou_aux_0: 0.5578 (0.4966)  loss_giou_aux_1: 0.5423 (0.4827)  loss_giou_aux_2: 0.5363 (0.4777)  loss_giou_aux_3: 0.5225 (0.4739)  loss_giou_aux_4: 0.5210 (0.4726)  loss_giou_aux_5: 0.6149 (0.5619)  loss_giou_dn_0: 0.6042 (0.5791)  loss_giou_dn_1: 0.5079 (0.4719)  loss_giou_dn_2: 0.4813 (0.4416)  loss_giou_dn_3: 0.4735 (0.4333)  loss_giou_dn_4: 0.4689 (0.4313)  loss_giou_dn_5: 0.4688 (0.4315)  loss_vfl: 0.6396 (0.6745)  loss_vfl_aux_0: 0.7707 (0.7777)  loss_vfl_aux_1: 0.7147 (0.7291)  loss_vfl_aux_2: 0.6752 (0.6988)  loss_vfl_aux_3: 0.6475 (0.6854)  loss_vfl_aux_4: 0.6400 (0.6777)  loss_vfl_aux_5: 0.7558 (0.7604)  loss_vfl_dn_0: 0.4443 (0.4520)  loss_vfl_dn_1: 0.3883 (0.3868)  loss_vfl_dn_2: 0.3744 (0.3708)  loss_vfl_dn_3: 0.3689 (0.3635)  loss_vfl_dn_4: 0.3668 (0.3609)  loss_vfl_dn_5: 0.3649 (0.3602)  time: 0.4715  data: 0.0147  max mem: 5654
Epoch: [44]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.1966 (15.8167)  loss_bbox: 0.1417 (0.1529)  loss_bbox_aux_0: 0.1625 (0.1662)  loss_bbox_aux_1: 0.1516 (0.1585)  loss_bbox_aux_2: 0.1458 (0.1558)  loss_bbox_aux_3: 0.1422 (0.1536)  loss_bbox_aux_4: 0.1434 (0.1530)  loss_bbox_aux_5: 0.1982 (0.2034)  loss_bbox_dn_0: 0.2361 (0.2680)  loss_bbox_dn_1: 0.1649 (0.1973)  loss_bbox_dn_2: 0.1471 (0.1767)  loss_bbox_dn_3: 0.1438 (0.1707)  loss_bbox_dn_4: 0.1436 (0.1693)  loss_bbox_dn_5: 0.1436 (0.1693)  loss_giou: 0.4058 (0.4722)  loss_giou_aux_0: 0.4666 (0.4963)  loss_giou_aux_1: 0.4232 (0.4824)  loss_giou_aux_2: 0.4153 (0.4774)  loss_giou_aux_3: 0.4076 (0.4737)  loss_giou_aux_4: 0.4087 (0.4724)  loss_giou_aux_5: 0.5326 (0.5616)  loss_giou_dn_0: 0.5420 (0.5789)  loss_giou_dn_1: 0.4472 (0.4717)  loss_giou_dn_2: 0.4102 (0.4414)  loss_giou_dn_3: 0.3994 (0.4332)  loss_giou_dn_4: 0.3962 (0.4311)  loss_giou_dn_5: 0.3962 (0.4313)  loss_vfl: 0.6488 (0.6746)  loss_vfl_aux_0: 0.7472 (0.7778)  loss_vfl_aux_1: 0.6954 (0.7291)  loss_vfl_aux_2: 0.6692 (0.6990)  loss_vfl_aux_3: 0.6540 (0.6855)  loss_vfl_aux_4: 0.6470 (0.6778)  loss_vfl_aux_5: 0.7292 (0.7605)  loss_vfl_dn_0: 0.4510 (0.4520)  loss_vfl_dn_1: 0.3828 (0.3867)  loss_vfl_dn_2: 0.3633 (0.3708)  loss_vfl_dn_3: 0.3571 (0.3635)  loss_vfl_dn_4: 0.3534 (0.3609)  loss_vfl_dn_5: 0.3527 (0.3601)  time: 0.4802  data: 0.0136  max mem: 5654
Epoch: [44]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.6125 (15.8174)  loss_bbox: 0.1439 (0.1529)  loss_bbox_aux_0: 0.1615 (0.1662)  loss_bbox_aux_1: 0.1459 (0.1585)  loss_bbox_aux_2: 0.1428 (0.1558)  loss_bbox_aux_3: 0.1437 (0.1536)  loss_bbox_aux_4: 0.1430 (0.1530)  loss_bbox_aux_5: 0.1963 (0.2034)  loss_bbox_dn_0: 0.2769 (0.2680)  loss_bbox_dn_1: 0.2008 (0.1973)  loss_bbox_dn_2: 0.1766 (0.1768)  loss_bbox_dn_3: 0.1732 (0.1707)  loss_bbox_dn_4: 0.1713 (0.1693)  loss_bbox_dn_5: 0.1714 (0.1693)  loss_giou: 0.4494 (0.4723)  loss_giou_aux_0: 0.4733 (0.4965)  loss_giou_aux_1: 0.4555 (0.4826)  loss_giou_aux_2: 0.4522 (0.4775)  loss_giou_aux_3: 0.4527 (0.4738)  loss_giou_aux_4: 0.4497 (0.4725)  loss_giou_aux_5: 0.5393 (0.5618)  loss_giou_dn_0: 0.5525 (0.5790)  loss_giou_dn_1: 0.4559 (0.4718)  loss_giou_dn_2: 0.4226 (0.4415)  loss_giou_dn_3: 0.4095 (0.4332)  loss_giou_dn_4: 0.4080 (0.4311)  loss_giou_dn_5: 0.4083 (0.4313)  loss_vfl: 0.7145 (0.6745)  loss_vfl_aux_0: 0.7749 (0.7776)  loss_vfl_aux_1: 0.7339 (0.7290)  loss_vfl_aux_2: 0.7481 (0.6990)  loss_vfl_aux_3: 0.7199 (0.6855)  loss_vfl_aux_4: 0.7144 (0.6778)  loss_vfl_aux_5: 0.7531 (0.7603)  loss_vfl_dn_0: 0.4464 (0.4520)  loss_vfl_dn_1: 0.3796 (0.3867)  loss_vfl_dn_2: 0.3606 (0.3708)  loss_vfl_dn_3: 0.3502 (0.3635)  loss_vfl_dn_4: 0.3504 (0.3609)  loss_vfl_dn_5: 0.3519 (0.3601)  time: 0.4698  data: 0.0141  max mem: 5654
Epoch: [44] Total time: 1:00:11 (0.4885 s / it)
Averaged stats: lr: 0.000010  loss: 15.6125 (15.8174)  loss_bbox: 0.1439 (0.1529)  loss_bbox_aux_0: 0.1615 (0.1662)  loss_bbox_aux_1: 0.1459 (0.1585)  loss_bbox_aux_2: 0.1428 (0.1558)  loss_bbox_aux_3: 0.1437 (0.1536)  loss_bbox_aux_4: 0.1430 (0.1530)  loss_bbox_aux_5: 0.1963 (0.2034)  loss_bbox_dn_0: 0.2769 (0.2680)  loss_bbox_dn_1: 0.2008 (0.1973)  loss_bbox_dn_2: 0.1766 (0.1768)  loss_bbox_dn_3: 0.1732 (0.1707)  loss_bbox_dn_4: 0.1713 (0.1693)  loss_bbox_dn_5: 0.1714 (0.1693)  loss_giou: 0.4494 (0.4723)  loss_giou_aux_0: 0.4733 (0.4965)  loss_giou_aux_1: 0.4555 (0.4826)  loss_giou_aux_2: 0.4522 (0.4775)  loss_giou_aux_3: 0.4527 (0.4738)  loss_giou_aux_4: 0.4497 (0.4725)  loss_giou_aux_5: 0.5393 (0.5618)  loss_giou_dn_0: 0.5525 (0.5790)  loss_giou_dn_1: 0.4559 (0.4718)  loss_giou_dn_2: 0.4226 (0.4415)  loss_giou_dn_3: 0.4095 (0.4332)  loss_giou_dn_4: 0.4080 (0.4311)  loss_giou_dn_5: 0.4083 (0.4313)  loss_vfl: 0.7145 (0.6745)  loss_vfl_aux_0: 0.7749 (0.7776)  loss_vfl_aux_1: 0.7339 (0.7290)  loss_vfl_aux_2: 0.7481 (0.6990)  loss_vfl_aux_3: 0.7199 (0.6855)  loss_vfl_aux_4: 0.7144 (0.6778)  loss_vfl_aux_5: 0.7531 (0.7603)  loss_vfl_dn_0: 0.4464 (0.4520)  loss_vfl_dn_1: 0.3796 (0.3867)  loss_vfl_dn_2: 0.3606 (0.3708)  loss_vfl_dn_3: 0.3502 (0.3635)  loss_vfl_dn_4: 0.3504 (0.3609)  loss_vfl_dn_5: 0.3519 (0.3601)
Test:  [  0/157]  eta: 0:04:13    time: 1.6163  data: 1.2048  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5145  data: 0.1351  max mem: 5654
Test:  [ 20/157]  eta: 0:01:43    time: 0.7144  data: 0.0270  max mem: 5654
Test:  [ 30/157]  eta: 0:01:21    time: 0.7074  data: 0.0263  max mem: 5654
Test:  [ 40/157]  eta: 0:01:08    time: 0.3967  data: 0.0279  max mem: 5654
Test:  [ 50/157]  eta: 0:00:58    time: 0.4107  data: 0.0296  max mem: 5654
Test:  [ 60/157]  eta: 0:00:50    time: 0.4109  data: 0.0290  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.3951  data: 0.0270  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.3986  data: 0.0266  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.4029  data: 0.0265  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3900  data: 0.0262  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3923  data: 0.0262  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3917  data: 0.0264  max mem: 5654
Test:  [130/157]  eta: 0:00:13    time: 0.6780  data: 0.0265  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.6744  data: 0.0268  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3721  data: 0.0267  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3618  data: 0.0255  max mem: 5654
Test: Total time: 0:01:15 (0.4801 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.71s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.525
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.705
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.567
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.350
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.570
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.697
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.389
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.653
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.722
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.545
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.768
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
best_stat:  {'epoch': 44, 'coco_eval_bbox': 0.5250598822851141}
Epoch: [45]  [   0/7393]  eta: 1 day, 7:25:41  lr: 0.000010  loss: 17.0864 (17.0864)  loss_bbox: 0.1458 (0.1458)  loss_bbox_aux_0: 0.1577 (0.1577)  loss_bbox_aux_1: 0.1426 (0.1426)  loss_bbox_aux_2: 0.1417 (0.1417)  loss_bbox_aux_3: 0.1451 (0.1451)  loss_bbox_aux_4: 0.1450 (0.1450)  loss_bbox_aux_5: 0.1947 (0.1947)  loss_bbox_dn_0: 0.2446 (0.2446)  loss_bbox_dn_1: 0.1782 (0.1782)  loss_bbox_dn_2: 0.1642 (0.1642)  loss_bbox_dn_3: 0.1570 (0.1570)  loss_bbox_dn_4: 0.1557 (0.1557)  loss_bbox_dn_5: 0.1557 (0.1557)  loss_giou: 0.5968 (0.5968)  loss_giou_aux_0: 0.6157 (0.6157)  loss_giou_aux_1: 0.5837 (0.5837)  loss_giou_aux_2: 0.5885 (0.5885)  loss_giou_aux_3: 0.5836 (0.5836)  loss_giou_aux_4: 0.5792 (0.5792)  loss_giou_aux_5: 0.6666 (0.6666)  loss_giou_dn_0: 0.6531 (0.6531)  loss_giou_dn_1: 0.5519 (0.5519)  loss_giou_dn_2: 0.5290 (0.5290)  loss_giou_dn_3: 0.5208 (0.5208)  loss_giou_dn_4: 0.5184 (0.5184)  loss_giou_dn_5: 0.5189 (0.5189)  loss_vfl: 0.7109 (0.7109)  loss_vfl_aux_0: 0.7740 (0.7740)  loss_vfl_aux_1: 0.7273 (0.7273)  loss_vfl_aux_2: 0.7342 (0.7342)  loss_vfl_aux_3: 0.7292 (0.7292)  loss_vfl_aux_4: 0.7329 (0.7329)  loss_vfl_aux_5: 0.7860 (0.7860)  loss_vfl_dn_0: 0.4506 (0.4506)  loss_vfl_dn_1: 0.3784 (0.3784)  loss_vfl_dn_2: 0.3643 (0.3643)  loss_vfl_dn_3: 0.3563 (0.3563)  loss_vfl_dn_4: 0.3537 (0.3537)  loss_vfl_dn_5: 0.3542 (0.3542)  time: 15.3038  data: 3.1450  max mem: 5654
Epoch: [45]  [ 100/7393]  eta: 1:17:28  lr: 0.000010  loss: 15.6540 (15.7867)  loss_bbox: 0.1450 (0.1540)  loss_bbox_aux_0: 0.1574 (0.1684)  loss_bbox_aux_1: 0.1483 (0.1588)  loss_bbox_aux_2: 0.1470 (0.1568)  loss_bbox_aux_3: 0.1467 (0.1540)  loss_bbox_aux_4: 0.1475 (0.1543)  loss_bbox_aux_5: 0.1886 (0.2019)  loss_bbox_dn_0: 0.2560 (0.2743)  loss_bbox_dn_1: 0.1737 (0.2000)  loss_bbox_dn_2: 0.1605 (0.1775)  loss_bbox_dn_3: 0.1556 (0.1713)  loss_bbox_dn_4: 0.1547 (0.1698)  loss_bbox_dn_5: 0.1547 (0.1698)  loss_giou: 0.4627 (0.4623)  loss_giou_aux_0: 0.5001 (0.4880)  loss_giou_aux_1: 0.4765 (0.4738)  loss_giou_aux_2: 0.4735 (0.4673)  loss_giou_aux_3: 0.4668 (0.4638)  loss_giou_aux_4: 0.4650 (0.4624)  loss_giou_aux_5: 0.5491 (0.5516)  loss_giou_dn_0: 0.6029 (0.5790)  loss_giou_dn_1: 0.4727 (0.4697)  loss_giou_dn_2: 0.4426 (0.4385)  loss_giou_dn_3: 0.4322 (0.4300)  loss_giou_dn_4: 0.4298 (0.4277)  loss_giou_dn_5: 0.4296 (0.4278)  loss_vfl: 0.6562 (0.6782)  loss_vfl_aux_0: 0.7368 (0.7811)  loss_vfl_aux_1: 0.7459 (0.7337)  loss_vfl_aux_2: 0.6732 (0.7004)  loss_vfl_aux_3: 0.6779 (0.6887)  loss_vfl_aux_4: 0.6578 (0.6835)  loss_vfl_aux_5: 0.7416 (0.7698)  loss_vfl_dn_0: 0.4516 (0.4538)  loss_vfl_dn_1: 0.3866 (0.3876)  loss_vfl_dn_2: 0.3744 (0.3717)  loss_vfl_dn_3: 0.3603 (0.3636)  loss_vfl_dn_4: 0.3585 (0.3612)  loss_vfl_dn_5: 0.3581 (0.3604)  time: 0.4920  data: 0.0156  max mem: 5654
Epoch: [45]  [ 200/7393]  eta: 1:06:53  lr: 0.000010  loss: 15.5785 (15.7818)  loss_bbox: 0.1472 (0.1521)  loss_bbox_aux_0: 0.1612 (0.1663)  loss_bbox_aux_1: 0.1577 (0.1585)  loss_bbox_aux_2: 0.1509 (0.1561)  loss_bbox_aux_3: 0.1472 (0.1529)  loss_bbox_aux_4: 0.1469 (0.1525)  loss_bbox_aux_5: 0.1901 (0.2015)  loss_bbox_dn_0: 0.2488 (0.2710)  loss_bbox_dn_1: 0.1823 (0.1981)  loss_bbox_dn_2: 0.1585 (0.1766)  loss_bbox_dn_3: 0.1525 (0.1706)  loss_bbox_dn_4: 0.1495 (0.1690)  loss_bbox_dn_5: 0.1495 (0.1690)  loss_giou: 0.4694 (0.4670)  loss_giou_aux_0: 0.4889 (0.4929)  loss_giou_aux_1: 0.4643 (0.4790)  loss_giou_aux_2: 0.4611 (0.4729)  loss_giou_aux_3: 0.4709 (0.4690)  loss_giou_aux_4: 0.4636 (0.4674)  loss_giou_aux_5: 0.5457 (0.5570)  loss_giou_dn_0: 0.5781 (0.5813)  loss_giou_dn_1: 0.4622 (0.4713)  loss_giou_dn_2: 0.4356 (0.4401)  loss_giou_dn_3: 0.4261 (0.4317)  loss_giou_dn_4: 0.4226 (0.4294)  loss_giou_dn_5: 0.4225 (0.4295)  loss_vfl: 0.6559 (0.6740)  loss_vfl_aux_0: 0.7789 (0.7794)  loss_vfl_aux_1: 0.7139 (0.7265)  loss_vfl_aux_2: 0.6819 (0.6963)  loss_vfl_aux_3: 0.6630 (0.6840)  loss_vfl_aux_4: 0.6545 (0.6787)  loss_vfl_aux_5: 0.7484 (0.7630)  loss_vfl_dn_0: 0.4486 (0.4523)  loss_vfl_dn_1: 0.3866 (0.3874)  loss_vfl_dn_2: 0.3729 (0.3717)  loss_vfl_dn_3: 0.3629 (0.3640)  loss_vfl_dn_4: 0.3612 (0.3614)  loss_vfl_dn_5: 0.3598 (0.3606)  time: 0.4680  data: 0.0158  max mem: 5654
Epoch: [45]  [ 300/7393]  eta: 1:02:54  lr: 0.000010  loss: 15.6867 (15.7472)  loss_bbox: 0.1598 (0.1535)  loss_bbox_aux_0: 0.1734 (0.1674)  loss_bbox_aux_1: 0.1648 (0.1602)  loss_bbox_aux_2: 0.1683 (0.1574)  loss_bbox_aux_3: 0.1599 (0.1542)  loss_bbox_aux_4: 0.1591 (0.1538)  loss_bbox_aux_5: 0.2103 (0.2034)  loss_bbox_dn_0: 0.2509 (0.2689)  loss_bbox_dn_1: 0.1949 (0.1964)  loss_bbox_dn_2: 0.1748 (0.1753)  loss_bbox_dn_3: 0.1680 (0.1693)  loss_bbox_dn_4: 0.1694 (0.1679)  loss_bbox_dn_5: 0.1697 (0.1679)  loss_giou: 0.4726 (0.4677)  loss_giou_aux_0: 0.4856 (0.4930)  loss_giou_aux_1: 0.4812 (0.4801)  loss_giou_aux_2: 0.4790 (0.4736)  loss_giou_aux_3: 0.4671 (0.4699)  loss_giou_aux_4: 0.4744 (0.4681)  loss_giou_aux_5: 0.5470 (0.5582)  loss_giou_dn_0: 0.5707 (0.5781)  loss_giou_dn_1: 0.4633 (0.4683)  loss_giou_dn_2: 0.4341 (0.4373)  loss_giou_dn_3: 0.4241 (0.4289)  loss_giou_dn_4: 0.4222 (0.4267)  loss_giou_dn_5: 0.4222 (0.4269)  loss_vfl: 0.6691 (0.6712)  loss_vfl_aux_0: 0.7684 (0.7753)  loss_vfl_aux_1: 0.7241 (0.7213)  loss_vfl_aux_2: 0.6852 (0.6954)  loss_vfl_aux_3: 0.6852 (0.6818)  loss_vfl_aux_4: 0.6693 (0.6759)  loss_vfl_aux_5: 0.7590 (0.7603)  loss_vfl_dn_0: 0.4510 (0.4518)  loss_vfl_dn_1: 0.3845 (0.3865)  loss_vfl_dn_2: 0.3744 (0.3710)  loss_vfl_dn_3: 0.3665 (0.3634)  loss_vfl_dn_4: 0.3638 (0.3608)  loss_vfl_dn_5: 0.3646 (0.3601)  time: 0.4893  data: 0.0155  max mem: 5654
Epoch: [45]  [ 400/7393]  eta: 1:00:32  lr: 0.000010  loss: 16.0043 (15.8447)  loss_bbox: 0.1433 (0.1536)  loss_bbox_aux_0: 0.1622 (0.1672)  loss_bbox_aux_1: 0.1535 (0.1599)  loss_bbox_aux_2: 0.1542 (0.1571)  loss_bbox_aux_3: 0.1490 (0.1545)  loss_bbox_aux_4: 0.1453 (0.1538)  loss_bbox_aux_5: 0.2063 (0.2034)  loss_bbox_dn_0: 0.2572 (0.2666)  loss_bbox_dn_1: 0.1981 (0.1957)  loss_bbox_dn_2: 0.1759 (0.1750)  loss_bbox_dn_3: 0.1685 (0.1691)  loss_bbox_dn_4: 0.1670 (0.1677)  loss_bbox_dn_5: 0.1670 (0.1677)  loss_giou: 0.4538 (0.4759)  loss_giou_aux_0: 0.4871 (0.5001)  loss_giou_aux_1: 0.4591 (0.4873)  loss_giou_aux_2: 0.4618 (0.4811)  loss_giou_aux_3: 0.4490 (0.4781)  loss_giou_aux_4: 0.4549 (0.4760)  loss_giou_aux_5: 0.5720 (0.5655)  loss_giou_dn_0: 0.5842 (0.5827)  loss_giou_dn_1: 0.4741 (0.4740)  loss_giou_dn_2: 0.4396 (0.4430)  loss_giou_dn_3: 0.4325 (0.4347)  loss_giou_dn_4: 0.4305 (0.4325)  loss_giou_dn_5: 0.4311 (0.4327)  loss_vfl: 0.6932 (0.6730)  loss_vfl_aux_0: 0.7783 (0.7760)  loss_vfl_aux_1: 0.7526 (0.7242)  loss_vfl_aux_2: 0.7194 (0.6974)  loss_vfl_aux_3: 0.6939 (0.6831)  loss_vfl_aux_4: 0.6869 (0.6776)  loss_vfl_aux_5: 0.7542 (0.7598)  loss_vfl_dn_0: 0.4543 (0.4519)  loss_vfl_dn_1: 0.3925 (0.3872)  loss_vfl_dn_2: 0.3790 (0.3719)  loss_vfl_dn_3: 0.3701 (0.3645)  loss_vfl_dn_4: 0.3682 (0.3620)  loss_vfl_dn_5: 0.3660 (0.3613)  time: 0.4870  data: 0.0155  max mem: 5654
Epoch: [45]  [ 500/7393]  eta: 0:58:54  lr: 0.000010  loss: 16.0168 (15.8181)  loss_bbox: 0.1421 (0.1537)  loss_bbox_aux_0: 0.1553 (0.1671)  loss_bbox_aux_1: 0.1520 (0.1597)  loss_bbox_aux_2: 0.1489 (0.1571)  loss_bbox_aux_3: 0.1443 (0.1546)  loss_bbox_aux_4: 0.1476 (0.1541)  loss_bbox_aux_5: 0.1938 (0.2041)  loss_bbox_dn_0: 0.2528 (0.2689)  loss_bbox_dn_1: 0.1912 (0.1975)  loss_bbox_dn_2: 0.1719 (0.1767)  loss_bbox_dn_3: 0.1609 (0.1707)  loss_bbox_dn_4: 0.1578 (0.1693)  loss_bbox_dn_5: 0.1579 (0.1693)  loss_giou: 0.4782 (0.4729)  loss_giou_aux_0: 0.5089 (0.4968)  loss_giou_aux_1: 0.5005 (0.4839)  loss_giou_aux_2: 0.4809 (0.4779)  loss_giou_aux_3: 0.4837 (0.4750)  loss_giou_aux_4: 0.4780 (0.4732)  loss_giou_aux_5: 0.5600 (0.5621)  loss_giou_dn_0: 0.5978 (0.5803)  loss_giou_dn_1: 0.4897 (0.4716)  loss_giou_dn_2: 0.4488 (0.4409)  loss_giou_dn_3: 0.4396 (0.4325)  loss_giou_dn_4: 0.4377 (0.4303)  loss_giou_dn_5: 0.4378 (0.4305)  loss_vfl: 0.6549 (0.6719)  loss_vfl_aux_0: 0.7725 (0.7777)  loss_vfl_aux_1: 0.7411 (0.7254)  loss_vfl_aux_2: 0.6972 (0.6975)  loss_vfl_aux_3: 0.6734 (0.6825)  loss_vfl_aux_4: 0.6470 (0.6759)  loss_vfl_aux_5: 0.7310 (0.7611)  loss_vfl_dn_0: 0.4511 (0.4521)  loss_vfl_dn_1: 0.3930 (0.3868)  loss_vfl_dn_2: 0.3777 (0.3712)  loss_vfl_dn_3: 0.3694 (0.3638)  loss_vfl_dn_4: 0.3667 (0.3613)  loss_vfl_dn_5: 0.3663 (0.3605)  time: 0.4874  data: 0.0152  max mem: 5654
Epoch: [45]  [ 600/7393]  eta: 0:57:33  lr: 0.000010  loss: 15.1731 (15.7830)  loss_bbox: 0.1356 (0.1535)  loss_bbox_aux_0: 0.1534 (0.1665)  loss_bbox_aux_1: 0.1497 (0.1590)  loss_bbox_aux_2: 0.1465 (0.1570)  loss_bbox_aux_3: 0.1460 (0.1548)  loss_bbox_aux_4: 0.1356 (0.1539)  loss_bbox_aux_5: 0.1888 (0.2035)  loss_bbox_dn_0: 0.2532 (0.2676)  loss_bbox_dn_1: 0.1818 (0.1961)  loss_bbox_dn_2: 0.1645 (0.1755)  loss_bbox_dn_3: 0.1597 (0.1694)  loss_bbox_dn_4: 0.1585 (0.1680)  loss_bbox_dn_5: 0.1585 (0.1680)  loss_giou: 0.4611 (0.4716)  loss_giou_aux_0: 0.4817 (0.4949)  loss_giou_aux_1: 0.4744 (0.4821)  loss_giou_aux_2: 0.4635 (0.4764)  loss_giou_aux_3: 0.4634 (0.4738)  loss_giou_aux_4: 0.4632 (0.4719)  loss_giou_aux_5: 0.5588 (0.5607)  loss_giou_dn_0: 0.5487 (0.5785)  loss_giou_dn_1: 0.4464 (0.4698)  loss_giou_dn_2: 0.4214 (0.4392)  loss_giou_dn_3: 0.4150 (0.4309)  loss_giou_dn_4: 0.4135 (0.4288)  loss_giou_dn_5: 0.4136 (0.4289)  loss_vfl: 0.6525 (0.6713)  loss_vfl_aux_0: 0.7453 (0.7777)  loss_vfl_aux_1: 0.7150 (0.7260)  loss_vfl_aux_2: 0.6883 (0.6973)  loss_vfl_aux_3: 0.6671 (0.6816)  loss_vfl_aux_4: 0.6586 (0.6751)  loss_vfl_aux_5: 0.7411 (0.7613)  loss_vfl_dn_0: 0.4567 (0.4518)  loss_vfl_dn_1: 0.3816 (0.3862)  loss_vfl_dn_2: 0.3644 (0.3706)  loss_vfl_dn_3: 0.3546 (0.3632)  loss_vfl_dn_4: 0.3518 (0.3607)  loss_vfl_dn_5: 0.3508 (0.3599)  time: 0.4837  data: 0.0156  max mem: 5654
Epoch: [45]  [ 700/7393]  eta: 0:56:16  lr: 0.000010  loss: 15.6287 (15.7982)  loss_bbox: 0.1401 (0.1528)  loss_bbox_aux_0: 0.1580 (0.1655)  loss_bbox_aux_1: 0.1457 (0.1580)  loss_bbox_aux_2: 0.1412 (0.1561)  loss_bbox_aux_3: 0.1403 (0.1542)  loss_bbox_aux_4: 0.1402 (0.1531)  loss_bbox_aux_5: 0.2018 (0.2029)  loss_bbox_dn_0: 0.2593 (0.2664)  loss_bbox_dn_1: 0.1904 (0.1953)  loss_bbox_dn_2: 0.1711 (0.1748)  loss_bbox_dn_3: 0.1671 (0.1688)  loss_bbox_dn_4: 0.1648 (0.1674)  loss_bbox_dn_5: 0.1649 (0.1674)  loss_giou: 0.4394 (0.4736)  loss_giou_aux_0: 0.4696 (0.4968)  loss_giou_aux_1: 0.4601 (0.4839)  loss_giou_aux_2: 0.4514 (0.4784)  loss_giou_aux_3: 0.4394 (0.4758)  loss_giou_aux_4: 0.4448 (0.4739)  loss_giou_aux_5: 0.5562 (0.5634)  loss_giou_dn_0: 0.5641 (0.5801)  loss_giou_dn_1: 0.4590 (0.4714)  loss_giou_dn_2: 0.4296 (0.4408)  loss_giou_dn_3: 0.4128 (0.4326)  loss_giou_dn_4: 0.4092 (0.4304)  loss_giou_dn_5: 0.4092 (0.4306)  loss_vfl: 0.6975 (0.6716)  loss_vfl_aux_0: 0.8017 (0.7781)  loss_vfl_aux_1: 0.7364 (0.7263)  loss_vfl_aux_2: 0.7430 (0.6977)  loss_vfl_aux_3: 0.7055 (0.6818)  loss_vfl_aux_4: 0.6900 (0.6752)  loss_vfl_aux_5: 0.7681 (0.7602)  loss_vfl_dn_0: 0.4480 (0.4517)  loss_vfl_dn_1: 0.3883 (0.3863)  loss_vfl_dn_2: 0.3699 (0.3706)  loss_vfl_dn_3: 0.3629 (0.3634)  loss_vfl_dn_4: 0.3581 (0.3608)  loss_vfl_dn_5: 0.3570 (0.3601)  time: 0.4840  data: 0.0153  max mem: 5654
Epoch: [45]  [ 800/7393]  eta: 0:55:08  lr: 0.000010  loss: 15.7968 (15.7929)  loss_bbox: 0.1298 (0.1523)  loss_bbox_aux_0: 0.1445 (0.1646)  loss_bbox_aux_1: 0.1366 (0.1574)  loss_bbox_aux_2: 0.1348 (0.1554)  loss_bbox_aux_3: 0.1286 (0.1536)  loss_bbox_aux_4: 0.1300 (0.1526)  loss_bbox_aux_5: 0.1718 (0.2017)  loss_bbox_dn_0: 0.2346 (0.2647)  loss_bbox_dn_1: 0.1773 (0.1941)  loss_bbox_dn_2: 0.1573 (0.1739)  loss_bbox_dn_3: 0.1505 (0.1679)  loss_bbox_dn_4: 0.1491 (0.1665)  loss_bbox_dn_5: 0.1490 (0.1665)  loss_giou: 0.4840 (0.4743)  loss_giou_aux_0: 0.5190 (0.4974)  loss_giou_aux_1: 0.5172 (0.4845)  loss_giou_aux_2: 0.4923 (0.4791)  loss_giou_aux_3: 0.4897 (0.4765)  loss_giou_aux_4: 0.4794 (0.4746)  loss_giou_aux_5: 0.5645 (0.5637)  loss_giou_dn_0: 0.5782 (0.5807)  loss_giou_dn_1: 0.4828 (0.4721)  loss_giou_dn_2: 0.4499 (0.4418)  loss_giou_dn_3: 0.4444 (0.4336)  loss_giou_dn_4: 0.4429 (0.4314)  loss_giou_dn_5: 0.4430 (0.4316)  loss_vfl: 0.6353 (0.6707)  loss_vfl_aux_0: 0.7638 (0.7775)  loss_vfl_aux_1: 0.7038 (0.7258)  loss_vfl_aux_2: 0.6828 (0.6970)  loss_vfl_aux_3: 0.6546 (0.6809)  loss_vfl_aux_4: 0.6395 (0.6745)  loss_vfl_aux_5: 0.7625 (0.7599)  loss_vfl_dn_0: 0.4493 (0.4517)  loss_vfl_dn_1: 0.3880 (0.3865)  loss_vfl_dn_2: 0.3739 (0.3708)  loss_vfl_dn_3: 0.3665 (0.3636)  loss_vfl_dn_4: 0.3617 (0.3611)  loss_vfl_dn_5: 0.3598 (0.3603)  time: 0.4823  data: 0.0148  max mem: 5654
Epoch: [45]  [ 900/7393]  eta: 0:54:03  lr: 0.000010  loss: 15.3679 (15.7642)  loss_bbox: 0.1474 (0.1521)  loss_bbox_aux_0: 0.1620 (0.1644)  loss_bbox_aux_1: 0.1517 (0.1573)  loss_bbox_aux_2: 0.1538 (0.1552)  loss_bbox_aux_3: 0.1557 (0.1535)  loss_bbox_aux_4: 0.1510 (0.1525)  loss_bbox_aux_5: 0.2052 (0.2014)  loss_bbox_dn_0: 0.2633 (0.2645)  loss_bbox_dn_1: 0.1940 (0.1941)  loss_bbox_dn_2: 0.1740 (0.1738)  loss_bbox_dn_3: 0.1664 (0.1678)  loss_bbox_dn_4: 0.1643 (0.1664)  loss_bbox_dn_5: 0.1643 (0.1664)  loss_giou: 0.4573 (0.4727)  loss_giou_aux_0: 0.4756 (0.4958)  loss_giou_aux_1: 0.4708 (0.4827)  loss_giou_aux_2: 0.4633 (0.4774)  loss_giou_aux_3: 0.4652 (0.4749)  loss_giou_aux_4: 0.4531 (0.4730)  loss_giou_aux_5: 0.5323 (0.5616)  loss_giou_dn_0: 0.5801 (0.5794)  loss_giou_dn_1: 0.4716 (0.4709)  loss_giou_dn_2: 0.4435 (0.4406)  loss_giou_dn_3: 0.4340 (0.4324)  loss_giou_dn_4: 0.4307 (0.4303)  loss_giou_dn_5: 0.4311 (0.4305)  loss_vfl: 0.6635 (0.6697)  loss_vfl_aux_0: 0.7704 (0.7762)  loss_vfl_aux_1: 0.7092 (0.7252)  loss_vfl_aux_2: 0.6917 (0.6963)  loss_vfl_aux_3: 0.6795 (0.6800)  loss_vfl_aux_4: 0.6693 (0.6736)  loss_vfl_aux_5: 0.7397 (0.7592)  loss_vfl_dn_0: 0.4526 (0.4516)  loss_vfl_dn_1: 0.3860 (0.3862)  loss_vfl_dn_2: 0.3676 (0.3705)  loss_vfl_dn_3: 0.3595 (0.3633)  loss_vfl_dn_4: 0.3571 (0.3608)  loss_vfl_dn_5: 0.3562 (0.3600)  time: 0.4789  data: 0.0152  max mem: 5654
Epoch: [45]  [1000/7393]  eta: 0:53:00  lr: 0.000010  loss: 15.3481 (15.7808)  loss_bbox: 0.1369 (0.1516)  loss_bbox_aux_0: 0.1548 (0.1641)  loss_bbox_aux_1: 0.1473 (0.1568)  loss_bbox_aux_2: 0.1471 (0.1546)  loss_bbox_aux_3: 0.1403 (0.1530)  loss_bbox_aux_4: 0.1412 (0.1520)  loss_bbox_aux_5: 0.1858 (0.2007)  loss_bbox_dn_0: 0.2373 (0.2632)  loss_bbox_dn_1: 0.1757 (0.1932)  loss_bbox_dn_2: 0.1625 (0.1731)  loss_bbox_dn_3: 0.1564 (0.1671)  loss_bbox_dn_4: 0.1531 (0.1657)  loss_bbox_dn_5: 0.1531 (0.1657)  loss_giou: 0.4330 (0.4757)  loss_giou_aux_0: 0.4593 (0.4988)  loss_giou_aux_1: 0.4599 (0.4857)  loss_giou_aux_2: 0.4344 (0.4804)  loss_giou_aux_3: 0.4385 (0.4778)  loss_giou_aux_4: 0.4329 (0.4760)  loss_giou_aux_5: 0.5341 (0.5644)  loss_giou_dn_0: 0.5679 (0.5812)  loss_giou_dn_1: 0.4597 (0.4729)  loss_giou_dn_2: 0.4218 (0.4427)  loss_giou_dn_3: 0.4103 (0.4345)  loss_giou_dn_4: 0.4073 (0.4324)  loss_giou_dn_5: 0.4073 (0.4326)  loss_vfl: 0.6542 (0.6689)  loss_vfl_aux_0: 0.7367 (0.7740)  loss_vfl_aux_1: 0.7157 (0.7237)  loss_vfl_aux_2: 0.6856 (0.6956)  loss_vfl_aux_3: 0.6696 (0.6794)  loss_vfl_aux_4: 0.6542 (0.6726)  loss_vfl_aux_5: 0.7313 (0.7574)  loss_vfl_dn_0: 0.4492 (0.4514)  loss_vfl_dn_1: 0.3851 (0.3863)  loss_vfl_dn_2: 0.3677 (0.3707)  loss_vfl_dn_3: 0.3592 (0.3636)  loss_vfl_dn_4: 0.3596 (0.3610)  loss_vfl_dn_5: 0.3577 (0.3603)  time: 0.4824  data: 0.0157  max mem: 5654
Epoch: [45]  [1100/7393]  eta: 0:52:00  lr: 0.000010  loss: 15.8729 (15.7909)  loss_bbox: 0.1388 (0.1523)  loss_bbox_aux_0: 0.1585 (0.1648)  loss_bbox_aux_1: 0.1425 (0.1574)  loss_bbox_aux_2: 0.1400 (0.1552)  loss_bbox_aux_3: 0.1380 (0.1535)  loss_bbox_aux_4: 0.1388 (0.1526)  loss_bbox_aux_5: 0.1930 (0.2013)  loss_bbox_dn_0: 0.2737 (0.2645)  loss_bbox_dn_1: 0.1968 (0.1945)  loss_bbox_dn_2: 0.1828 (0.1744)  loss_bbox_dn_3: 0.1740 (0.1684)  loss_bbox_dn_4: 0.1721 (0.1670)  loss_bbox_dn_5: 0.1705 (0.1670)  loss_giou: 0.4186 (0.4750)  loss_giou_aux_0: 0.4407 (0.4981)  loss_giou_aux_1: 0.4234 (0.4847)  loss_giou_aux_2: 0.4184 (0.4796)  loss_giou_aux_3: 0.4142 (0.4768)  loss_giou_aux_4: 0.4186 (0.4752)  loss_giou_aux_5: 0.5228 (0.5635)  loss_giou_dn_0: 0.5680 (0.5806)  loss_giou_dn_1: 0.4557 (0.4725)  loss_giou_dn_2: 0.4255 (0.4424)  loss_giou_dn_3: 0.4146 (0.4341)  loss_giou_dn_4: 0.4110 (0.4321)  loss_giou_dn_5: 0.4112 (0.4323)  loss_vfl: 0.6774 (0.6692)  loss_vfl_aux_0: 0.7660 (0.7748)  loss_vfl_aux_1: 0.7258 (0.7251)  loss_vfl_aux_2: 0.6918 (0.6962)  loss_vfl_aux_3: 0.6828 (0.6802)  loss_vfl_aux_4: 0.6762 (0.6732)  loss_vfl_aux_5: 0.7702 (0.7582)  loss_vfl_dn_0: 0.4516 (0.4517)  loss_vfl_dn_1: 0.3859 (0.3865)  loss_vfl_dn_2: 0.3730 (0.3708)  loss_vfl_dn_3: 0.3663 (0.3637)  loss_vfl_dn_4: 0.3627 (0.3611)  loss_vfl_dn_5: 0.3603 (0.3604)  time: 0.4877  data: 0.0152  max mem: 5654
Epoch: [45]  [1200/7393]  eta: 0:51:03  lr: 0.000010  loss: 15.7163 (15.7807)  loss_bbox: 0.1456 (0.1519)  loss_bbox_aux_0: 0.1569 (0.1644)  loss_bbox_aux_1: 0.1520 (0.1570)  loss_bbox_aux_2: 0.1475 (0.1548)  loss_bbox_aux_3: 0.1454 (0.1531)  loss_bbox_aux_4: 0.1466 (0.1522)  loss_bbox_aux_5: 0.1914 (0.2009)  loss_bbox_dn_0: 0.2595 (0.2643)  loss_bbox_dn_1: 0.1844 (0.1943)  loss_bbox_dn_2: 0.1679 (0.1742)  loss_bbox_dn_3: 0.1619 (0.1682)  loss_bbox_dn_4: 0.1591 (0.1668)  loss_bbox_dn_5: 0.1591 (0.1668)  loss_giou: 0.4597 (0.4749)  loss_giou_aux_0: 0.4808 (0.4979)  loss_giou_aux_1: 0.4791 (0.4845)  loss_giou_aux_2: 0.4638 (0.4796)  loss_giou_aux_3: 0.4721 (0.4768)  loss_giou_aux_4: 0.4619 (0.4751)  loss_giou_aux_5: 0.5493 (0.5631)  loss_giou_dn_0: 0.5395 (0.5804)  loss_giou_dn_1: 0.4349 (0.4726)  loss_giou_dn_2: 0.4118 (0.4423)  loss_giou_dn_3: 0.4050 (0.4341)  loss_giou_dn_4: 0.4029 (0.4320)  loss_giou_dn_5: 0.4041 (0.4322)  loss_vfl: 0.6229 (0.6686)  loss_vfl_aux_0: 0.7325 (0.7742)  loss_vfl_aux_1: 0.6853 (0.7243)  loss_vfl_aux_2: 0.6547 (0.6953)  loss_vfl_aux_3: 0.6437 (0.6799)  loss_vfl_aux_4: 0.6335 (0.6728)  loss_vfl_aux_5: 0.7334 (0.7582)  loss_vfl_dn_0: 0.4443 (0.4514)  loss_vfl_dn_1: 0.3820 (0.3863)  loss_vfl_dn_2: 0.3642 (0.3706)  loss_vfl_dn_3: 0.3596 (0.3635)  loss_vfl_dn_4: 0.3547 (0.3609)  loss_vfl_dn_5: 0.3541 (0.3601)  time: 0.4870  data: 0.0153  max mem: 5654
Epoch: [45]  [1300/7393]  eta: 0:50:06  lr: 0.000010  loss: 15.9310 (15.7870)  loss_bbox: 0.1512 (0.1522)  loss_bbox_aux_0: 0.1661 (0.1644)  loss_bbox_aux_1: 0.1605 (0.1572)  loss_bbox_aux_2: 0.1554 (0.1549)  loss_bbox_aux_3: 0.1540 (0.1532)  loss_bbox_aux_4: 0.1538 (0.1524)  loss_bbox_aux_5: 0.2119 (0.2008)  loss_bbox_dn_0: 0.2710 (0.2645)  loss_bbox_dn_1: 0.2033 (0.1947)  loss_bbox_dn_2: 0.1855 (0.1745)  loss_bbox_dn_3: 0.1780 (0.1685)  loss_bbox_dn_4: 0.1768 (0.1672)  loss_bbox_dn_5: 0.1768 (0.1672)  loss_giou: 0.4222 (0.4741)  loss_giou_aux_0: 0.4664 (0.4971)  loss_giou_aux_1: 0.4415 (0.4837)  loss_giou_aux_2: 0.4292 (0.4790)  loss_giou_aux_3: 0.4317 (0.4760)  loss_giou_aux_4: 0.4296 (0.4742)  loss_giou_aux_5: 0.5229 (0.5622)  loss_giou_dn_0: 0.5643 (0.5803)  loss_giou_dn_1: 0.4476 (0.4725)  loss_giou_dn_2: 0.4163 (0.4422)  loss_giou_dn_3: 0.4027 (0.4339)  loss_giou_dn_4: 0.3989 (0.4318)  loss_giou_dn_5: 0.3990 (0.4320)  loss_vfl: 0.6886 (0.6699)  loss_vfl_aux_0: 0.7869 (0.7755)  loss_vfl_aux_1: 0.7345 (0.7258)  loss_vfl_aux_2: 0.6991 (0.6965)  loss_vfl_aux_3: 0.6863 (0.6813)  loss_vfl_aux_4: 0.6887 (0.6742)  loss_vfl_aux_5: 0.7832 (0.7591)  loss_vfl_dn_0: 0.4595 (0.4516)  loss_vfl_dn_1: 0.3890 (0.3865)  loss_vfl_dn_2: 0.3769 (0.3708)  loss_vfl_dn_3: 0.3708 (0.3637)  loss_vfl_dn_4: 0.3708 (0.3611)  loss_vfl_dn_5: 0.3702 (0.3604)  time: 0.4834  data: 0.0161  max mem: 5654
Epoch: [45]  [1400/7393]  eta: 0:49:12  lr: 0.000010  loss: 15.7790 (15.7927)  loss_bbox: 0.1333 (0.1522)  loss_bbox_aux_0: 0.1471 (0.1643)  loss_bbox_aux_1: 0.1406 (0.1571)  loss_bbox_aux_2: 0.1380 (0.1549)  loss_bbox_aux_3: 0.1348 (0.1531)  loss_bbox_aux_4: 0.1356 (0.1523)  loss_bbox_aux_5: 0.1751 (0.2008)  loss_bbox_dn_0: 0.2066 (0.2643)  loss_bbox_dn_1: 0.1469 (0.1945)  loss_bbox_dn_2: 0.1361 (0.1743)  loss_bbox_dn_3: 0.1315 (0.1683)  loss_bbox_dn_4: 0.1300 (0.1670)  loss_bbox_dn_5: 0.1303 (0.1670)  loss_giou: 0.4575 (0.4750)  loss_giou_aux_0: 0.4886 (0.4980)  loss_giou_aux_1: 0.4643 (0.4847)  loss_giou_aux_2: 0.4664 (0.4801)  loss_giou_aux_3: 0.4614 (0.4769)  loss_giou_aux_4: 0.4566 (0.4751)  loss_giou_aux_5: 0.5673 (0.5632)  loss_giou_dn_0: 0.5778 (0.5809)  loss_giou_dn_1: 0.4674 (0.4729)  loss_giou_dn_2: 0.4456 (0.4426)  loss_giou_dn_3: 0.4412 (0.4343)  loss_giou_dn_4: 0.4386 (0.4322)  loss_giou_dn_5: 0.4389 (0.4324)  loss_vfl: 0.6340 (0.6700)  loss_vfl_aux_0: 0.7452 (0.7753)  loss_vfl_aux_1: 0.6780 (0.7254)  loss_vfl_aux_2: 0.6498 (0.6960)  loss_vfl_aux_3: 0.6506 (0.6812)  loss_vfl_aux_4: 0.6432 (0.6743)  loss_vfl_aux_5: 0.7181 (0.7585)  loss_vfl_dn_0: 0.4508 (0.4513)  loss_vfl_dn_1: 0.3854 (0.3863)  loss_vfl_dn_2: 0.3724 (0.3708)  loss_vfl_dn_3: 0.3664 (0.3637)  loss_vfl_dn_4: 0.3638 (0.3611)  loss_vfl_dn_5: 0.3632 (0.3604)  time: 0.4780  data: 0.0147  max mem: 5654
Epoch: [45]  [1500/7393]  eta: 0:48:19  lr: 0.000010  loss: 15.2821 (15.7913)  loss_bbox: 0.1472 (0.1520)  loss_bbox_aux_0: 0.1569 (0.1642)  loss_bbox_aux_1: 0.1520 (0.1570)  loss_bbox_aux_2: 0.1489 (0.1548)  loss_bbox_aux_3: 0.1447 (0.1529)  loss_bbox_aux_4: 0.1460 (0.1521)  loss_bbox_aux_5: 0.1899 (0.2006)  loss_bbox_dn_0: 0.2249 (0.2641)  loss_bbox_dn_1: 0.1656 (0.1943)  loss_bbox_dn_2: 0.1530 (0.1742)  loss_bbox_dn_3: 0.1480 (0.1681)  loss_bbox_dn_4: 0.1454 (0.1668)  loss_bbox_dn_5: 0.1454 (0.1668)  loss_giou: 0.4345 (0.4751)  loss_giou_aux_0: 0.4619 (0.4980)  loss_giou_aux_1: 0.4381 (0.4846)  loss_giou_aux_2: 0.4329 (0.4801)  loss_giou_aux_3: 0.4314 (0.4769)  loss_giou_aux_4: 0.4346 (0.4751)  loss_giou_aux_5: 0.5306 (0.5633)  loss_giou_dn_0: 0.5606 (0.5811)  loss_giou_dn_1: 0.4674 (0.4732)  loss_giou_dn_2: 0.4403 (0.4429)  loss_giou_dn_3: 0.4298 (0.4346)  loss_giou_dn_4: 0.4264 (0.4325)  loss_giou_dn_5: 0.4264 (0.4327)  loss_vfl: 0.6423 (0.6699)  loss_vfl_aux_0: 0.7212 (0.7748)  loss_vfl_aux_1: 0.6846 (0.7252)  loss_vfl_aux_2: 0.6802 (0.6959)  loss_vfl_aux_3: 0.6521 (0.6812)  loss_vfl_aux_4: 0.6490 (0.6743)  loss_vfl_aux_5: 0.7151 (0.7581)  loss_vfl_dn_0: 0.4469 (0.4513)  loss_vfl_dn_1: 0.3827 (0.3864)  loss_vfl_dn_2: 0.3697 (0.3709)  loss_vfl_dn_3: 0.3666 (0.3637)  loss_vfl_dn_4: 0.3643 (0.3612)  loss_vfl_dn_5: 0.3623 (0.3605)  time: 0.4930  data: 0.0151  max mem: 5654
Epoch: [45]  [1600/7393]  eta: 0:47:26  lr: 0.000010  loss: 15.4113 (15.7835)  loss_bbox: 0.1610 (0.1521)  loss_bbox_aux_0: 0.1648 (0.1643)  loss_bbox_aux_1: 0.1637 (0.1571)  loss_bbox_aux_2: 0.1651 (0.1548)  loss_bbox_aux_3: 0.1622 (0.1530)  loss_bbox_aux_4: 0.1608 (0.1522)  loss_bbox_aux_5: 0.1870 (0.2006)  loss_bbox_dn_0: 0.2485 (0.2642)  loss_bbox_dn_1: 0.1925 (0.1944)  loss_bbox_dn_2: 0.1794 (0.1742)  loss_bbox_dn_3: 0.1723 (0.1682)  loss_bbox_dn_4: 0.1731 (0.1668)  loss_bbox_dn_5: 0.1731 (0.1668)  loss_giou: 0.4381 (0.4746)  loss_giou_aux_0: 0.4618 (0.4976)  loss_giou_aux_1: 0.4459 (0.4842)  loss_giou_aux_2: 0.4369 (0.4796)  loss_giou_aux_3: 0.4305 (0.4764)  loss_giou_aux_4: 0.4377 (0.4746)  loss_giou_aux_5: 0.5063 (0.5628)  loss_giou_dn_0: 0.5550 (0.5807)  loss_giou_dn_1: 0.4507 (0.4729)  loss_giou_dn_2: 0.4312 (0.4426)  loss_giou_dn_3: 0.4227 (0.4342)  loss_giou_dn_4: 0.4244 (0.4322)  loss_giou_dn_5: 0.4239 (0.4323)  loss_vfl: 0.6113 (0.6695)  loss_vfl_aux_0: 0.7034 (0.7740)  loss_vfl_aux_1: 0.6745 (0.7249)  loss_vfl_aux_2: 0.6343 (0.6955)  loss_vfl_aux_3: 0.6343 (0.6809)  loss_vfl_aux_4: 0.6206 (0.6737)  loss_vfl_aux_5: 0.7117 (0.7572)  loss_vfl_dn_0: 0.4401 (0.4512)  loss_vfl_dn_1: 0.3829 (0.3865)  loss_vfl_dn_2: 0.3653 (0.3709)  loss_vfl_dn_3: 0.3556 (0.3638)  loss_vfl_dn_4: 0.3530 (0.3613)  loss_vfl_dn_5: 0.3534 (0.3605)  time: 0.4692  data: 0.0145  max mem: 5654
Epoch: [45]  [1700/7393]  eta: 0:46:31  lr: 0.000010  loss: 15.4540 (15.7679)  loss_bbox: 0.1493 (0.1519)  loss_bbox_aux_0: 0.1547 (0.1644)  loss_bbox_aux_1: 0.1513 (0.1569)  loss_bbox_aux_2: 0.1501 (0.1547)  loss_bbox_aux_3: 0.1505 (0.1528)  loss_bbox_aux_4: 0.1545 (0.1520)  loss_bbox_aux_5: 0.1928 (0.2005)  loss_bbox_dn_0: 0.2447 (0.2642)  loss_bbox_dn_1: 0.1846 (0.1942)  loss_bbox_dn_2: 0.1682 (0.1740)  loss_bbox_dn_3: 0.1658 (0.1680)  loss_bbox_dn_4: 0.1667 (0.1666)  loss_bbox_dn_5: 0.1668 (0.1666)  loss_giou: 0.4479 (0.4737)  loss_giou_aux_0: 0.4769 (0.4971)  loss_giou_aux_1: 0.4526 (0.4833)  loss_giou_aux_2: 0.4497 (0.4788)  loss_giou_aux_3: 0.4424 (0.4755)  loss_giou_aux_4: 0.4478 (0.4738)  loss_giou_aux_5: 0.5310 (0.5622)  loss_giou_dn_0: 0.5514 (0.5803)  loss_giou_dn_1: 0.4629 (0.4724)  loss_giou_dn_2: 0.4306 (0.4420)  loss_giou_dn_3: 0.4223 (0.4337)  loss_giou_dn_4: 0.4189 (0.4316)  loss_giou_dn_5: 0.4188 (0.4318)  loss_vfl: 0.6500 (0.6690)  loss_vfl_aux_0: 0.7566 (0.7732)  loss_vfl_aux_1: 0.7223 (0.7246)  loss_vfl_aux_2: 0.6826 (0.6950)  loss_vfl_aux_3: 0.6579 (0.6804)  loss_vfl_aux_4: 0.6534 (0.6733)  loss_vfl_aux_5: 0.7758 (0.7567)  loss_vfl_dn_0: 0.4495 (0.4512)  loss_vfl_dn_1: 0.3823 (0.3863)  loss_vfl_dn_2: 0.3703 (0.3707)  loss_vfl_dn_3: 0.3625 (0.3635)  loss_vfl_dn_4: 0.3622 (0.3610)  loss_vfl_dn_5: 0.3626 (0.3602)  time: 0.4863  data: 0.0141  max mem: 5654
Epoch: [45]  [1800/7393]  eta: 0:45:40  lr: 0.000010  loss: 15.7410 (15.7574)  loss_bbox: 0.1521 (0.1519)  loss_bbox_aux_0: 0.1766 (0.1646)  loss_bbox_aux_1: 0.1621 (0.1570)  loss_bbox_aux_2: 0.1571 (0.1546)  loss_bbox_aux_3: 0.1530 (0.1527)  loss_bbox_aux_4: 0.1537 (0.1519)  loss_bbox_aux_5: 0.2140 (0.2007)  loss_bbox_dn_0: 0.2899 (0.2643)  loss_bbox_dn_1: 0.2123 (0.1942)  loss_bbox_dn_2: 0.1980 (0.1740)  loss_bbox_dn_3: 0.1961 (0.1680)  loss_bbox_dn_4: 0.1926 (0.1667)  loss_bbox_dn_5: 0.1929 (0.1667)  loss_giou: 0.4487 (0.4727)  loss_giou_aux_0: 0.4786 (0.4963)  loss_giou_aux_1: 0.4699 (0.4824)  loss_giou_aux_2: 0.4655 (0.4778)  loss_giou_aux_3: 0.4557 (0.4746)  loss_giou_aux_4: 0.4478 (0.4728)  loss_giou_aux_5: 0.5400 (0.5615)  loss_giou_dn_0: 0.5912 (0.5797)  loss_giou_dn_1: 0.4799 (0.4717)  loss_giou_dn_2: 0.4484 (0.4413)  loss_giou_dn_3: 0.4397 (0.4330)  loss_giou_dn_4: 0.4376 (0.4310)  loss_giou_dn_5: 0.4379 (0.4311)  loss_vfl: 0.6542 (0.6694)  loss_vfl_aux_0: 0.7342 (0.7726)  loss_vfl_aux_1: 0.6880 (0.7244)  loss_vfl_aux_2: 0.6593 (0.6951)  loss_vfl_aux_3: 0.6566 (0.6806)  loss_vfl_aux_4: 0.6556 (0.6736)  loss_vfl_aux_5: 0.7466 (0.7563)  loss_vfl_dn_0: 0.4454 (0.4510)  loss_vfl_dn_1: 0.3878 (0.3862)  loss_vfl_dn_2: 0.3712 (0.3706)  loss_vfl_dn_3: 0.3645 (0.3634)  loss_vfl_dn_4: 0.3622 (0.3609)  loss_vfl_dn_5: 0.3614 (0.3601)  time: 0.4732  data: 0.0140  max mem: 5654
Epoch: [45]  [1900/7393]  eta: 0:44:48  lr: 0.000010  loss: 15.4107 (15.7476)  loss_bbox: 0.1665 (0.1519)  loss_bbox_aux_0: 0.1714 (0.1644)  loss_bbox_aux_1: 0.1671 (0.1569)  loss_bbox_aux_2: 0.1669 (0.1545)  loss_bbox_aux_3: 0.1655 (0.1527)  loss_bbox_aux_4: 0.1641 (0.1519)  loss_bbox_aux_5: 0.1956 (0.2003)  loss_bbox_dn_0: 0.2434 (0.2641)  loss_bbox_dn_1: 0.1841 (0.1941)  loss_bbox_dn_2: 0.1600 (0.1739)  loss_bbox_dn_3: 0.1563 (0.1679)  loss_bbox_dn_4: 0.1542 (0.1665)  loss_bbox_dn_5: 0.1541 (0.1665)  loss_giou: 0.4606 (0.4725)  loss_giou_aux_0: 0.4938 (0.4959)  loss_giou_aux_1: 0.4633 (0.4821)  loss_giou_aux_2: 0.4617 (0.4775)  loss_giou_aux_3: 0.4661 (0.4742)  loss_giou_aux_4: 0.4608 (0.4725)  loss_giou_aux_5: 0.5520 (0.5610)  loss_giou_dn_0: 0.5895 (0.5793)  loss_giou_dn_1: 0.4740 (0.4714)  loss_giou_dn_2: 0.4399 (0.4411)  loss_giou_dn_3: 0.4285 (0.4328)  loss_giou_dn_4: 0.4269 (0.4307)  loss_giou_dn_5: 0.4270 (0.4309)  loss_vfl: 0.6368 (0.6689)  loss_vfl_aux_0: 0.7176 (0.7722)  loss_vfl_aux_1: 0.6749 (0.7238)  loss_vfl_aux_2: 0.6555 (0.6945)  loss_vfl_aux_3: 0.6364 (0.6802)  loss_vfl_aux_4: 0.6365 (0.6731)  loss_vfl_aux_5: 0.7031 (0.7560)  loss_vfl_dn_0: 0.4388 (0.4509)  loss_vfl_dn_1: 0.3842 (0.3861)  loss_vfl_dn_2: 0.3679 (0.3705)  loss_vfl_dn_3: 0.3631 (0.3633)  loss_vfl_dn_4: 0.3611 (0.3608)  loss_vfl_dn_5: 0.3622 (0.3600)  time: 0.4744  data: 0.0155  max mem: 5654
Epoch: [45]  [2000/7393]  eta: 0:44:13  lr: 0.000010  loss: 15.4744 (15.7531)  loss_bbox: 0.1344 (0.1520)  loss_bbox_aux_0: 0.1423 (0.1644)  loss_bbox_aux_1: 0.1368 (0.1570)  loss_bbox_aux_2: 0.1339 (0.1547)  loss_bbox_aux_3: 0.1288 (0.1528)  loss_bbox_aux_4: 0.1315 (0.1520)  loss_bbox_aux_5: 0.1884 (0.2003)  loss_bbox_dn_0: 0.2392 (0.2641)  loss_bbox_dn_1: 0.1689 (0.1941)  loss_bbox_dn_2: 0.1492 (0.1739)  loss_bbox_dn_3: 0.1485 (0.1680)  loss_bbox_dn_4: 0.1480 (0.1666)  loss_bbox_dn_5: 0.1480 (0.1666)  loss_giou: 0.4496 (0.4730)  loss_giou_aux_0: 0.4595 (0.4965)  loss_giou_aux_1: 0.4453 (0.4827)  loss_giou_aux_2: 0.4468 (0.4782)  loss_giou_aux_3: 0.4420 (0.4748)  loss_giou_aux_4: 0.4427 (0.4731)  loss_giou_aux_5: 0.5318 (0.5615)  loss_giou_dn_0: 0.5676 (0.5793)  loss_giou_dn_1: 0.4530 (0.4714)  loss_giou_dn_2: 0.4285 (0.4411)  loss_giou_dn_3: 0.4236 (0.4328)  loss_giou_dn_4: 0.4222 (0.4307)  loss_giou_dn_5: 0.4222 (0.4309)  loss_vfl: 0.6865 (0.6690)  loss_vfl_aux_0: 0.7631 (0.7722)  loss_vfl_aux_1: 0.7351 (0.7237)  loss_vfl_aux_2: 0.7037 (0.6942)  loss_vfl_aux_3: 0.7004 (0.6803)  loss_vfl_aux_4: 0.6920 (0.6731)  loss_vfl_aux_5: 0.7551 (0.7562)  loss_vfl_dn_0: 0.4568 (0.4509)  loss_vfl_dn_1: 0.3958 (0.3861)  loss_vfl_dn_2: 0.3767 (0.3705)  loss_vfl_dn_3: 0.3719 (0.3634)  loss_vfl_dn_4: 0.3693 (0.3608)  loss_vfl_dn_5: 0.3699 (0.3600)  time: 0.4636  data: 0.0148  max mem: 5654
Epoch: [45]  [2100/7393]  eta: 0:43:21  lr: 0.000010  loss: 16.3710 (15.7602)  loss_bbox: 0.1646 (0.1523)  loss_bbox_aux_0: 0.1808 (0.1648)  loss_bbox_aux_1: 0.1774 (0.1573)  loss_bbox_aux_2: 0.1668 (0.1550)  loss_bbox_aux_3: 0.1589 (0.1531)  loss_bbox_aux_4: 0.1591 (0.1523)  loss_bbox_aux_5: 0.2333 (0.2007)  loss_bbox_dn_0: 0.2812 (0.2648)  loss_bbox_dn_1: 0.2064 (0.1947)  loss_bbox_dn_2: 0.1874 (0.1744)  loss_bbox_dn_3: 0.1778 (0.1684)  loss_bbox_dn_4: 0.1754 (0.1671)  loss_bbox_dn_5: 0.1754 (0.1671)  loss_giou: 0.4379 (0.4724)  loss_giou_aux_0: 0.4526 (0.4960)  loss_giou_aux_1: 0.4435 (0.4822)  loss_giou_aux_2: 0.4385 (0.4776)  loss_giou_aux_3: 0.4359 (0.4741)  loss_giou_aux_4: 0.4427 (0.4725)  loss_giou_aux_5: 0.5236 (0.5609)  loss_giou_dn_0: 0.5762 (0.5792)  loss_giou_dn_1: 0.4491 (0.4713)  loss_giou_dn_2: 0.4189 (0.4409)  loss_giou_dn_3: 0.4144 (0.4326)  loss_giou_dn_4: 0.4144 (0.4306)  loss_giou_dn_5: 0.4144 (0.4308)  loss_vfl: 0.6790 (0.6697)  loss_vfl_aux_0: 0.8021 (0.7734)  loss_vfl_aux_1: 0.7450 (0.7245)  loss_vfl_aux_2: 0.7061 (0.6950)  loss_vfl_aux_3: 0.7048 (0.6811)  loss_vfl_aux_4: 0.6755 (0.6737)  loss_vfl_aux_5: 0.7742 (0.7573)  loss_vfl_dn_0: 0.4532 (0.4511)  loss_vfl_dn_1: 0.3875 (0.3862)  loss_vfl_dn_2: 0.3747 (0.3706)  loss_vfl_dn_3: 0.3678 (0.3634)  loss_vfl_dn_4: 0.3643 (0.3608)  loss_vfl_dn_5: 0.3640 (0.3601)  time: 0.4707  data: 0.0141  max mem: 5654
Epoch: [45]  [2200/7393]  eta: 0:42:28  lr: 0.000010  loss: 15.4594 (15.7528)  loss_bbox: 0.1322 (0.1522)  loss_bbox_aux_0: 0.1504 (0.1646)  loss_bbox_aux_1: 0.1427 (0.1573)  loss_bbox_aux_2: 0.1371 (0.1549)  loss_bbox_aux_3: 0.1369 (0.1530)  loss_bbox_aux_4: 0.1333 (0.1523)  loss_bbox_aux_5: 0.1874 (0.2006)  loss_bbox_dn_0: 0.2376 (0.2645)  loss_bbox_dn_1: 0.1759 (0.1945)  loss_bbox_dn_2: 0.1467 (0.1742)  loss_bbox_dn_3: 0.1468 (0.1683)  loss_bbox_dn_4: 0.1470 (0.1669)  loss_bbox_dn_5: 0.1470 (0.1669)  loss_giou: 0.4708 (0.4724)  loss_giou_aux_0: 0.4914 (0.4959)  loss_giou_aux_1: 0.4766 (0.4822)  loss_giou_aux_2: 0.4868 (0.4776)  loss_giou_aux_3: 0.4730 (0.4740)  loss_giou_aux_4: 0.4699 (0.4724)  loss_giou_aux_5: 0.5804 (0.5608)  loss_giou_dn_0: 0.5733 (0.5789)  loss_giou_dn_1: 0.4670 (0.4711)  loss_giou_dn_2: 0.4349 (0.4407)  loss_giou_dn_3: 0.4241 (0.4325)  loss_giou_dn_4: 0.4211 (0.4304)  loss_giou_dn_5: 0.4215 (0.4306)  loss_vfl: 0.6331 (0.6693)  loss_vfl_aux_0: 0.7303 (0.7728)  loss_vfl_aux_1: 0.6777 (0.7239)  loss_vfl_aux_2: 0.6521 (0.6944)  loss_vfl_aux_3: 0.6349 (0.6807)  loss_vfl_aux_4: 0.6274 (0.6733)  loss_vfl_aux_5: 0.7100 (0.7568)  loss_vfl_dn_0: 0.4473 (0.4511)  loss_vfl_dn_1: 0.3819 (0.3861)  loss_vfl_dn_2: 0.3668 (0.3705)  loss_vfl_dn_3: 0.3607 (0.3633)  loss_vfl_dn_4: 0.3577 (0.3608)  loss_vfl_dn_5: 0.3551 (0.3600)  time: 0.4801  data: 0.0138  max mem: 5654
Epoch: [45]  [2300/7393]  eta: 0:41:37  lr: 0.000010  loss: 15.6674 (15.7425)  loss_bbox: 0.1294 (0.1522)  loss_bbox_aux_0: 0.1400 (0.1646)  loss_bbox_aux_1: 0.1388 (0.1573)  loss_bbox_aux_2: 0.1324 (0.1549)  loss_bbox_aux_3: 0.1288 (0.1530)  loss_bbox_aux_4: 0.1260 (0.1523)  loss_bbox_aux_5: 0.1801 (0.2007)  loss_bbox_dn_0: 0.2136 (0.2646)  loss_bbox_dn_1: 0.1516 (0.1945)  loss_bbox_dn_2: 0.1370 (0.1743)  loss_bbox_dn_3: 0.1316 (0.1683)  loss_bbox_dn_4: 0.1320 (0.1670)  loss_bbox_dn_5: 0.1320 (0.1670)  loss_giou: 0.4938 (0.4721)  loss_giou_aux_0: 0.5209 (0.4956)  loss_giou_aux_1: 0.5056 (0.4819)  loss_giou_aux_2: 0.4994 (0.4772)  loss_giou_aux_3: 0.5016 (0.4738)  loss_giou_aux_4: 0.5034 (0.4722)  loss_giou_aux_5: 0.5774 (0.5604)  loss_giou_dn_0: 0.6340 (0.5782)  loss_giou_dn_1: 0.5205 (0.4706)  loss_giou_dn_2: 0.4824 (0.4403)  loss_giou_dn_3: 0.4782 (0.4320)  loss_giou_dn_4: 0.4792 (0.4300)  loss_giou_dn_5: 0.4793 (0.4302)  loss_vfl: 0.6391 (0.6685)  loss_vfl_aux_0: 0.6917 (0.7720)  loss_vfl_aux_1: 0.6737 (0.7231)  loss_vfl_aux_2: 0.6577 (0.6938)  loss_vfl_aux_3: 0.6566 (0.6797)  loss_vfl_aux_4: 0.6424 (0.6725)  loss_vfl_aux_5: 0.6877 (0.7565)  loss_vfl_dn_0: 0.4417 (0.4510)  loss_vfl_dn_1: 0.3892 (0.3860)  loss_vfl_dn_2: 0.3763 (0.3704)  loss_vfl_dn_3: 0.3713 (0.3632)  loss_vfl_dn_4: 0.3697 (0.3607)  loss_vfl_dn_5: 0.3680 (0.3599)  time: 0.4719  data: 0.0154  max mem: 5654
Epoch: [45]  [2400/7393]  eta: 0:40:45  lr: 0.000010  loss: 15.8640 (15.7449)  loss_bbox: 0.1432 (0.1524)  loss_bbox_aux_0: 0.1633 (0.1649)  loss_bbox_aux_1: 0.1473 (0.1575)  loss_bbox_aux_2: 0.1480 (0.1550)  loss_bbox_aux_3: 0.1453 (0.1532)  loss_bbox_aux_4: 0.1481 (0.1525)  loss_bbox_aux_5: 0.2019 (0.2009)  loss_bbox_dn_0: 0.2989 (0.2650)  loss_bbox_dn_1: 0.2152 (0.1948)  loss_bbox_dn_2: 0.1841 (0.1745)  loss_bbox_dn_3: 0.1787 (0.1685)  loss_bbox_dn_4: 0.1793 (0.1671)  loss_bbox_dn_5: 0.1793 (0.1671)  loss_giou: 0.4160 (0.4721)  loss_giou_aux_0: 0.4487 (0.4955)  loss_giou_aux_1: 0.4297 (0.4818)  loss_giou_aux_2: 0.4307 (0.4772)  loss_giou_aux_3: 0.4277 (0.4738)  loss_giou_aux_4: 0.4203 (0.4722)  loss_giou_aux_5: 0.4947 (0.5604)  loss_giou_dn_0: 0.5435 (0.5783)  loss_giou_dn_1: 0.4411 (0.4706)  loss_giou_dn_2: 0.4131 (0.4403)  loss_giou_dn_3: 0.4069 (0.4320)  loss_giou_dn_4: 0.4026 (0.4299)  loss_giou_dn_5: 0.4026 (0.4301)  loss_vfl: 0.6563 (0.6683)  loss_vfl_aux_0: 0.7621 (0.7719)  loss_vfl_aux_1: 0.7044 (0.7232)  loss_vfl_aux_2: 0.6669 (0.6939)  loss_vfl_aux_3: 0.6686 (0.6796)  loss_vfl_aux_4: 0.6542 (0.6723)  loss_vfl_aux_5: 0.7744 (0.7566)  loss_vfl_dn_0: 0.4539 (0.4511)  loss_vfl_dn_1: 0.3858 (0.3860)  loss_vfl_dn_2: 0.3701 (0.3704)  loss_vfl_dn_3: 0.3590 (0.3632)  loss_vfl_dn_4: 0.3587 (0.3606)  loss_vfl_dn_5: 0.3565 (0.3599)  time: 0.4800  data: 0.0145  max mem: 5654
Epoch: [45]  [2500/7393]  eta: 0:39:54  lr: 0.000010  loss: 15.3594 (15.7487)  loss_bbox: 0.1490 (0.1526)  loss_bbox_aux_0: 0.1540 (0.1650)  loss_bbox_aux_1: 0.1515 (0.1576)  loss_bbox_aux_2: 0.1520 (0.1551)  loss_bbox_aux_3: 0.1461 (0.1533)  loss_bbox_aux_4: 0.1502 (0.1527)  loss_bbox_aux_5: 0.1963 (0.2011)  loss_bbox_dn_0: 0.2753 (0.2651)  loss_bbox_dn_1: 0.1918 (0.1949)  loss_bbox_dn_2: 0.1678 (0.1746)  loss_bbox_dn_3: 0.1619 (0.1686)  loss_bbox_dn_4: 0.1592 (0.1673)  loss_bbox_dn_5: 0.1592 (0.1673)  loss_giou: 0.4270 (0.4721)  loss_giou_aux_0: 0.4532 (0.4955)  loss_giou_aux_1: 0.4471 (0.4818)  loss_giou_aux_2: 0.4347 (0.4772)  loss_giou_aux_3: 0.4274 (0.4738)  loss_giou_aux_4: 0.4252 (0.4723)  loss_giou_aux_5: 0.5156 (0.5604)  loss_giou_dn_0: 0.5507 (0.5783)  loss_giou_dn_1: 0.4572 (0.4707)  loss_giou_dn_2: 0.4368 (0.4404)  loss_giou_dn_3: 0.4285 (0.4321)  loss_giou_dn_4: 0.4249 (0.4301)  loss_giou_dn_5: 0.4247 (0.4302)  loss_vfl: 0.6626 (0.6684)  loss_vfl_aux_0: 0.7470 (0.7722)  loss_vfl_aux_1: 0.7155 (0.7235)  loss_vfl_aux_2: 0.6803 (0.6941)  loss_vfl_aux_3: 0.6704 (0.6798)  loss_vfl_aux_4: 0.6670 (0.6723)  loss_vfl_aux_5: 0.7567 (0.7568)  loss_vfl_dn_0: 0.4473 (0.4512)  loss_vfl_dn_1: 0.3761 (0.3860)  loss_vfl_dn_2: 0.3578 (0.3704)  loss_vfl_dn_3: 0.3545 (0.3633)  loss_vfl_dn_4: 0.3513 (0.3606)  loss_vfl_dn_5: 0.3488 (0.3599)  time: 0.4787  data: 0.0152  max mem: 5654
Epoch: [45]  [2600/7393]  eta: 0:39:16  lr: 0.000010  loss: 15.7230 (15.7541)  loss_bbox: 0.1427 (0.1527)  loss_bbox_aux_0: 0.1532 (0.1652)  loss_bbox_aux_1: 0.1475 (0.1577)  loss_bbox_aux_2: 0.1442 (0.1552)  loss_bbox_aux_3: 0.1429 (0.1534)  loss_bbox_aux_4: 0.1456 (0.1528)  loss_bbox_aux_5: 0.1936 (0.2012)  loss_bbox_dn_0: 0.2534 (0.2653)  loss_bbox_dn_1: 0.1770 (0.1951)  loss_bbox_dn_2: 0.1611 (0.1748)  loss_bbox_dn_3: 0.1587 (0.1688)  loss_bbox_dn_4: 0.1569 (0.1674)  loss_bbox_dn_5: 0.1569 (0.1674)  loss_giou: 0.4496 (0.4723)  loss_giou_aux_0: 0.4883 (0.4957)  loss_giou_aux_1: 0.4729 (0.4820)  loss_giou_aux_2: 0.4590 (0.4773)  loss_giou_aux_3: 0.4433 (0.4739)  loss_giou_aux_4: 0.4439 (0.4724)  loss_giou_aux_5: 0.5588 (0.5606)  loss_giou_dn_0: 0.5743 (0.5784)  loss_giou_dn_1: 0.4492 (0.4708)  loss_giou_dn_2: 0.4156 (0.4405)  loss_giou_dn_3: 0.4159 (0.4322)  loss_giou_dn_4: 0.4163 (0.4302)  loss_giou_dn_5: 0.4163 (0.4304)  loss_vfl: 0.6706 (0.6688)  loss_vfl_aux_0: 0.7837 (0.7724)  loss_vfl_aux_1: 0.7384 (0.7236)  loss_vfl_aux_2: 0.7357 (0.6946)  loss_vfl_aux_3: 0.7096 (0.6802)  loss_vfl_aux_4: 0.6752 (0.6727)  loss_vfl_aux_5: 0.7377 (0.7569)  loss_vfl_dn_0: 0.4487 (0.4512)  loss_vfl_dn_1: 0.3879 (0.3860)  loss_vfl_dn_2: 0.3732 (0.3704)  loss_vfl_dn_3: 0.3629 (0.3632)  loss_vfl_dn_4: 0.3598 (0.3606)  loss_vfl_dn_5: 0.3593 (0.3598)  time: 0.4711  data: 0.0147  max mem: 5654
Epoch: [45]  [2700/7393]  eta: 0:38:24  lr: 0.000010  loss: 15.6863 (15.7539)  loss_bbox: 0.1640 (0.1529)  loss_bbox_aux_0: 0.1871 (0.1655)  loss_bbox_aux_1: 0.1770 (0.1580)  loss_bbox_aux_2: 0.1710 (0.1554)  loss_bbox_aux_3: 0.1620 (0.1536)  loss_bbox_aux_4: 0.1645 (0.1530)  loss_bbox_aux_5: 0.2128 (0.2016)  loss_bbox_dn_0: 0.2960 (0.2658)  loss_bbox_dn_1: 0.2092 (0.1954)  loss_bbox_dn_2: 0.1926 (0.1751)  loss_bbox_dn_3: 0.1837 (0.1691)  loss_bbox_dn_4: 0.1822 (0.1677)  loss_bbox_dn_5: 0.1822 (0.1677)  loss_giou: 0.4291 (0.4717)  loss_giou_aux_0: 0.4409 (0.4952)  loss_giou_aux_1: 0.4420 (0.4815)  loss_giou_aux_2: 0.4397 (0.4768)  loss_giou_aux_3: 0.4314 (0.4733)  loss_giou_aux_4: 0.4291 (0.4718)  loss_giou_aux_5: 0.5271 (0.5603)  loss_giou_dn_0: 0.5440 (0.5782)  loss_giou_dn_1: 0.4421 (0.4705)  loss_giou_dn_2: 0.4134 (0.4402)  loss_giou_dn_3: 0.4014 (0.4319)  loss_giou_dn_4: 0.3996 (0.4298)  loss_giou_dn_5: 0.3996 (0.4300)  loss_vfl: 0.6932 (0.6691)  loss_vfl_aux_0: 0.7939 (0.7728)  loss_vfl_aux_1: 0.7316 (0.7238)  loss_vfl_aux_2: 0.7306 (0.6948)  loss_vfl_aux_3: 0.7074 (0.6805)  loss_vfl_aux_4: 0.6879 (0.6729)  loss_vfl_aux_5: 0.7589 (0.7571)  loss_vfl_dn_0: 0.4475 (0.4512)  loss_vfl_dn_1: 0.3866 (0.3860)  loss_vfl_dn_2: 0.3658 (0.3703)  loss_vfl_dn_3: 0.3592 (0.3631)  loss_vfl_dn_4: 0.3587 (0.3605)  loss_vfl_dn_5: 0.3578 (0.3597)  time: 0.4757  data: 0.0138  max mem: 5654
Epoch: [45]  [2800/7393]  eta: 0:37:33  lr: 0.000010  loss: 16.5827 (15.7527)  loss_bbox: 0.1579 (0.1529)  loss_bbox_aux_0: 0.1688 (0.1655)  loss_bbox_aux_1: 0.1627 (0.1580)  loss_bbox_aux_2: 0.1604 (0.1554)  loss_bbox_aux_3: 0.1527 (0.1536)  loss_bbox_aux_4: 0.1565 (0.1530)  loss_bbox_aux_5: 0.2139 (0.2015)  loss_bbox_dn_0: 0.2627 (0.2656)  loss_bbox_dn_1: 0.1927 (0.1953)  loss_bbox_dn_2: 0.1833 (0.1749)  loss_bbox_dn_3: 0.1799 (0.1690)  loss_bbox_dn_4: 0.1775 (0.1676)  loss_bbox_dn_5: 0.1775 (0.1676)  loss_giou: 0.4799 (0.4719)  loss_giou_aux_0: 0.4977 (0.4955)  loss_giou_aux_1: 0.4876 (0.4818)  loss_giou_aux_2: 0.4882 (0.4770)  loss_giou_aux_3: 0.4918 (0.4736)  loss_giou_aux_4: 0.4863 (0.4721)  loss_giou_aux_5: 0.5804 (0.5606)  loss_giou_dn_0: 0.5978 (0.5783)  loss_giou_dn_1: 0.4877 (0.4706)  loss_giou_dn_2: 0.4627 (0.4403)  loss_giou_dn_3: 0.4567 (0.4320)  loss_giou_dn_4: 0.4521 (0.4300)  loss_giou_dn_5: 0.4518 (0.4302)  loss_vfl: 0.7015 (0.6686)  loss_vfl_aux_0: 0.8122 (0.7725)  loss_vfl_aux_1: 0.7673 (0.7232)  loss_vfl_aux_2: 0.7233 (0.6943)  loss_vfl_aux_3: 0.7102 (0.6799)  loss_vfl_aux_4: 0.7115 (0.6724)  loss_vfl_aux_5: 0.8009 (0.7568)  loss_vfl_dn_0: 0.4506 (0.4512)  loss_vfl_dn_1: 0.3949 (0.3860)  loss_vfl_dn_2: 0.3752 (0.3703)  loss_vfl_dn_3: 0.3685 (0.3632)  loss_vfl_dn_4: 0.3659 (0.3606)  loss_vfl_dn_5: 0.3647 (0.3598)  time: 0.4748  data: 0.0143  max mem: 5654
Epoch: [45]  [2900/7393]  eta: 0:36:42  lr: 0.000010  loss: 15.1558 (15.7538)  loss_bbox: 0.1464 (0.1530)  loss_bbox_aux_0: 0.1633 (0.1656)  loss_bbox_aux_1: 0.1544 (0.1581)  loss_bbox_aux_2: 0.1518 (0.1555)  loss_bbox_aux_3: 0.1503 (0.1537)  loss_bbox_aux_4: 0.1471 (0.1530)  loss_bbox_aux_5: 0.1987 (0.2015)  loss_bbox_dn_0: 0.2453 (0.2656)  loss_bbox_dn_1: 0.1800 (0.1953)  loss_bbox_dn_2: 0.1644 (0.1749)  loss_bbox_dn_3: 0.1568 (0.1690)  loss_bbox_dn_4: 0.1553 (0.1676)  loss_bbox_dn_5: 0.1554 (0.1676)  loss_giou: 0.4495 (0.4724)  loss_giou_aux_0: 0.4817 (0.4959)  loss_giou_aux_1: 0.4709 (0.4823)  loss_giou_aux_2: 0.4549 (0.4774)  loss_giou_aux_3: 0.4565 (0.4740)  loss_giou_aux_4: 0.4495 (0.4726)  loss_giou_aux_5: 0.5607 (0.5608)  loss_giou_dn_0: 0.5678 (0.5784)  loss_giou_dn_1: 0.4543 (0.4708)  loss_giou_dn_2: 0.4191 (0.4404)  loss_giou_dn_3: 0.4131 (0.4322)  loss_giou_dn_4: 0.4102 (0.4301)  loss_giou_dn_5: 0.4106 (0.4303)  loss_vfl: 0.6241 (0.6681)  loss_vfl_aux_0: 0.7028 (0.7721)  loss_vfl_aux_1: 0.6731 (0.7226)  loss_vfl_aux_2: 0.6491 (0.6940)  loss_vfl_aux_3: 0.6414 (0.6795)  loss_vfl_aux_4: 0.6275 (0.6719)  loss_vfl_aux_5: 0.6954 (0.7567)  loss_vfl_dn_0: 0.4479 (0.4511)  loss_vfl_dn_1: 0.3789 (0.3859)  loss_vfl_dn_2: 0.3651 (0.3703)  loss_vfl_dn_3: 0.3561 (0.3631)  loss_vfl_dn_4: 0.3561 (0.3605)  loss_vfl_dn_5: 0.3535 (0.3597)  time: 0.4786  data: 0.0144  max mem: 5654
Epoch: [45]  [3000/7393]  eta: 0:35:52  lr: 0.000010  loss: 15.2316 (15.7545)  loss_bbox: 0.1257 (0.1528)  loss_bbox_aux_0: 0.1433 (0.1655)  loss_bbox_aux_1: 0.1293 (0.1579)  loss_bbox_aux_2: 0.1336 (0.1553)  loss_bbox_aux_3: 0.1265 (0.1535)  loss_bbox_aux_4: 0.1256 (0.1529)  loss_bbox_aux_5: 0.1922 (0.2015)  loss_bbox_dn_0: 0.2581 (0.2656)  loss_bbox_dn_1: 0.1906 (0.1952)  loss_bbox_dn_2: 0.1756 (0.1749)  loss_bbox_dn_3: 0.1648 (0.1689)  loss_bbox_dn_4: 0.1608 (0.1675)  loss_bbox_dn_5: 0.1609 (0.1675)  loss_giou: 0.4101 (0.4727)  loss_giou_aux_0: 0.4595 (0.4961)  loss_giou_aux_1: 0.4228 (0.4825)  loss_giou_aux_2: 0.4184 (0.4776)  loss_giou_aux_3: 0.4040 (0.4743)  loss_giou_aux_4: 0.4023 (0.4728)  loss_giou_aux_5: 0.5163 (0.5611)  loss_giou_dn_0: 0.5718 (0.5786)  loss_giou_dn_1: 0.4504 (0.4709)  loss_giou_dn_2: 0.4175 (0.4406)  loss_giou_dn_3: 0.4106 (0.4324)  loss_giou_dn_4: 0.4071 (0.4303)  loss_giou_dn_5: 0.4071 (0.4305)  loss_vfl: 0.6765 (0.6680)  loss_vfl_aux_0: 0.7815 (0.7719)  loss_vfl_aux_1: 0.7361 (0.7226)  loss_vfl_aux_2: 0.6966 (0.6940)  loss_vfl_aux_3: 0.6871 (0.6795)  loss_vfl_aux_4: 0.6865 (0.6719)  loss_vfl_aux_5: 0.7593 (0.7566)  loss_vfl_dn_0: 0.4503 (0.4511)  loss_vfl_dn_1: 0.3804 (0.3859)  loss_vfl_dn_2: 0.3656 (0.3703)  loss_vfl_dn_3: 0.3584 (0.3631)  loss_vfl_dn_4: 0.3586 (0.3605)  loss_vfl_dn_5: 0.3570 (0.3597)  time: 0.4817  data: 0.0143  max mem: 5654
Epoch: [45]  [3100/7393]  eta: 0:35:02  lr: 0.000010  loss: 15.6356 (15.7543)  loss_bbox: 0.1415 (0.1528)  loss_bbox_aux_0: 0.1500 (0.1655)  loss_bbox_aux_1: 0.1444 (0.1579)  loss_bbox_aux_2: 0.1400 (0.1553)  loss_bbox_aux_3: 0.1432 (0.1534)  loss_bbox_aux_4: 0.1412 (0.1528)  loss_bbox_aux_5: 0.1815 (0.2015)  loss_bbox_dn_0: 0.2392 (0.2654)  loss_bbox_dn_1: 0.1662 (0.1951)  loss_bbox_dn_2: 0.1427 (0.1748)  loss_bbox_dn_3: 0.1384 (0.1688)  loss_bbox_dn_4: 0.1370 (0.1674)  loss_bbox_dn_5: 0.1370 (0.1674)  loss_giou: 0.4785 (0.4729)  loss_giou_aux_0: 0.5000 (0.4964)  loss_giou_aux_1: 0.4764 (0.4827)  loss_giou_aux_2: 0.4792 (0.4779)  loss_giou_aux_3: 0.4807 (0.4745)  loss_giou_aux_4: 0.4807 (0.4731)  loss_giou_aux_5: 0.5676 (0.5613)  loss_giou_dn_0: 0.5723 (0.5786)  loss_giou_dn_1: 0.4635 (0.4709)  loss_giou_dn_2: 0.4422 (0.4407)  loss_giou_dn_3: 0.4298 (0.4325)  loss_giou_dn_4: 0.4261 (0.4304)  loss_giou_dn_5: 0.4261 (0.4306)  loss_vfl: 0.6165 (0.6678)  loss_vfl_aux_0: 0.7078 (0.7715)  loss_vfl_aux_1: 0.6759 (0.7223)  loss_vfl_aux_2: 0.6426 (0.6937)  loss_vfl_aux_3: 0.6295 (0.6793)  loss_vfl_aux_4: 0.6190 (0.6716)  loss_vfl_aux_5: 0.7275 (0.7565)  loss_vfl_dn_0: 0.4510 (0.4512)  loss_vfl_dn_1: 0.3879 (0.3859)  loss_vfl_dn_2: 0.3761 (0.3703)  loss_vfl_dn_3: 0.3672 (0.3631)  loss_vfl_dn_4: 0.3644 (0.3605)  loss_vfl_dn_5: 0.3648 (0.3598)  time: 0.4939  data: 0.0145  max mem: 5654
Epoch: [45]  [3200/7393]  eta: 0:34:12  lr: 0.000010  loss: 16.0821 (15.7591)  loss_bbox: 0.1479 (0.1527)  loss_bbox_aux_0: 0.1574 (0.1654)  loss_bbox_aux_1: 0.1519 (0.1579)  loss_bbox_aux_2: 0.1427 (0.1553)  loss_bbox_aux_3: 0.1441 (0.1534)  loss_bbox_aux_4: 0.1458 (0.1528)  loss_bbox_aux_5: 0.1950 (0.2016)  loss_bbox_dn_0: 0.2309 (0.2655)  loss_bbox_dn_1: 0.1764 (0.1952)  loss_bbox_dn_2: 0.1617 (0.1749)  loss_bbox_dn_3: 0.1542 (0.1690)  loss_bbox_dn_4: 0.1513 (0.1676)  loss_bbox_dn_5: 0.1513 (0.1676)  loss_giou: 0.5106 (0.4727)  loss_giou_aux_0: 0.5358 (0.4963)  loss_giou_aux_1: 0.5307 (0.4827)  loss_giou_aux_2: 0.5211 (0.4779)  loss_giou_aux_3: 0.5133 (0.4744)  loss_giou_aux_4: 0.5119 (0.4730)  loss_giou_aux_5: 0.5963 (0.5613)  loss_giou_dn_0: 0.6104 (0.5786)  loss_giou_dn_1: 0.5099 (0.4710)  loss_giou_dn_2: 0.4785 (0.4408)  loss_giou_dn_3: 0.4723 (0.4326)  loss_giou_dn_4: 0.4699 (0.4305)  loss_giou_dn_5: 0.4699 (0.4307)  loss_vfl: 0.6847 (0.6685)  loss_vfl_aux_0: 0.7486 (0.7721)  loss_vfl_aux_1: 0.7205 (0.7228)  loss_vfl_aux_2: 0.7049 (0.6941)  loss_vfl_aux_3: 0.6823 (0.6799)  loss_vfl_aux_4: 0.6755 (0.6723)  loss_vfl_aux_5: 0.7324 (0.7569)  loss_vfl_dn_0: 0.4529 (0.4512)  loss_vfl_dn_1: 0.3909 (0.3860)  loss_vfl_dn_2: 0.3789 (0.3704)  loss_vfl_dn_3: 0.3702 (0.3632)  loss_vfl_dn_4: 0.3680 (0.3606)  loss_vfl_dn_5: 0.3665 (0.3598)  time: 0.4821  data: 0.0143  max mem: 5654
Epoch: [45]  [3300/7393]  eta: 0:33:22  lr: 0.000010  loss: 16.1973 (15.7666)  loss_bbox: 0.1563 (0.1529)  loss_bbox_aux_0: 0.1682 (0.1656)  loss_bbox_aux_1: 0.1571 (0.1580)  loss_bbox_aux_2: 0.1551 (0.1555)  loss_bbox_aux_3: 0.1568 (0.1535)  loss_bbox_aux_4: 0.1570 (0.1529)  loss_bbox_aux_5: 0.1960 (0.2019)  loss_bbox_dn_0: 0.2586 (0.2660)  loss_bbox_dn_1: 0.1855 (0.1956)  loss_bbox_dn_2: 0.1662 (0.1752)  loss_bbox_dn_3: 0.1599 (0.1692)  loss_bbox_dn_4: 0.1585 (0.1679)  loss_bbox_dn_5: 0.1586 (0.1679)  loss_giou: 0.4548 (0.4728)  loss_giou_aux_0: 0.4760 (0.4963)  loss_giou_aux_1: 0.4586 (0.4827)  loss_giou_aux_2: 0.4588 (0.4779)  loss_giou_aux_3: 0.4500 (0.4744)  loss_giou_aux_4: 0.4522 (0.4730)  loss_giou_aux_5: 0.5615 (0.5614)  loss_giou_dn_0: 0.5908 (0.5788)  loss_giou_dn_1: 0.4741 (0.4712)  loss_giou_dn_2: 0.4464 (0.4409)  loss_giou_dn_3: 0.4350 (0.4327)  loss_giou_dn_4: 0.4332 (0.4306)  loss_giou_dn_5: 0.4331 (0.4308)  loss_vfl: 0.6835 (0.6689)  loss_vfl_aux_0: 0.8132 (0.7728)  loss_vfl_aux_1: 0.7573 (0.7234)  loss_vfl_aux_2: 0.7160 (0.6945)  loss_vfl_aux_3: 0.6946 (0.6803)  loss_vfl_aux_4: 0.6822 (0.6727)  loss_vfl_aux_5: 0.7867 (0.7573)  loss_vfl_dn_0: 0.4556 (0.4513)  loss_vfl_dn_1: 0.3937 (0.3860)  loss_vfl_dn_2: 0.3777 (0.3704)  loss_vfl_dn_3: 0.3664 (0.3632)  loss_vfl_dn_4: 0.3624 (0.3606)  loss_vfl_dn_5: 0.3642 (0.3599)  time: 0.4875  data: 0.0149  max mem: 5654
Epoch: [45]  [3400/7393]  eta: 0:32:40  lr: 0.000010  loss: 15.4418 (15.7678)  loss_bbox: 0.1452 (0.1528)  loss_bbox_aux_0: 0.1578 (0.1655)  loss_bbox_aux_1: 0.1514 (0.1580)  loss_bbox_aux_2: 0.1503 (0.1554)  loss_bbox_aux_3: 0.1462 (0.1535)  loss_bbox_aux_4: 0.1451 (0.1529)  loss_bbox_aux_5: 0.2018 (0.2018)  loss_bbox_dn_0: 0.2575 (0.2657)  loss_bbox_dn_1: 0.1889 (0.1954)  loss_bbox_dn_2: 0.1655 (0.1751)  loss_bbox_dn_3: 0.1565 (0.1691)  loss_bbox_dn_4: 0.1535 (0.1677)  loss_bbox_dn_5: 0.1534 (0.1677)  loss_giou: 0.4725 (0.4732)  loss_giou_aux_0: 0.4971 (0.4968)  loss_giou_aux_1: 0.4693 (0.4832)  loss_giou_aux_2: 0.4674 (0.4784)  loss_giou_aux_3: 0.4680 (0.4749)  loss_giou_aux_4: 0.4813 (0.4734)  loss_giou_aux_5: 0.5559 (0.5618)  loss_giou_dn_0: 0.5779 (0.5790)  loss_giou_dn_1: 0.4768 (0.4713)  loss_giou_dn_2: 0.4538 (0.4411)  loss_giou_dn_3: 0.4428 (0.4329)  loss_giou_dn_4: 0.4389 (0.4308)  loss_giou_dn_5: 0.4389 (0.4310)  loss_vfl: 0.6403 (0.6687)  loss_vfl_aux_0: 0.7581 (0.7726)  loss_vfl_aux_1: 0.6914 (0.7231)  loss_vfl_aux_2: 0.6674 (0.6942)  loss_vfl_aux_3: 0.6558 (0.6801)  loss_vfl_aux_4: 0.6475 (0.6725)  loss_vfl_aux_5: 0.7218 (0.7570)  loss_vfl_dn_0: 0.4468 (0.4512)  loss_vfl_dn_1: 0.3830 (0.3860)  loss_vfl_dn_2: 0.3664 (0.3704)  loss_vfl_dn_3: 0.3608 (0.3632)  loss_vfl_dn_4: 0.3568 (0.3606)  loss_vfl_dn_5: 0.3584 (0.3599)  time: 0.4650  data: 0.0137  max mem: 5654
Epoch: [45]  [3500/7393]  eta: 0:31:50  lr: 0.000010  loss: 15.8732 (15.7632)  loss_bbox: 0.1463 (0.1528)  loss_bbox_aux_0: 0.1537 (0.1654)  loss_bbox_aux_1: 0.1520 (0.1579)  loss_bbox_aux_2: 0.1465 (0.1554)  loss_bbox_aux_3: 0.1445 (0.1534)  loss_bbox_aux_4: 0.1444 (0.1528)  loss_bbox_aux_5: 0.1954 (0.2017)  loss_bbox_dn_0: 0.2403 (0.2657)  loss_bbox_dn_1: 0.1758 (0.1954)  loss_bbox_dn_2: 0.1579 (0.1750)  loss_bbox_dn_3: 0.1518 (0.1690)  loss_bbox_dn_4: 0.1498 (0.1677)  loss_bbox_dn_5: 0.1498 (0.1677)  loss_giou: 0.4519 (0.4727)  loss_giou_aux_0: 0.4907 (0.4964)  loss_giou_aux_1: 0.4757 (0.4827)  loss_giou_aux_2: 0.4545 (0.4779)  loss_giou_aux_3: 0.4529 (0.4743)  loss_giou_aux_4: 0.4520 (0.4730)  loss_giou_aux_5: 0.5483 (0.5612)  loss_giou_dn_0: 0.5493 (0.5787)  loss_giou_dn_1: 0.4486 (0.4711)  loss_giou_dn_2: 0.4156 (0.4408)  loss_giou_dn_3: 0.4070 (0.4326)  loss_giou_dn_4: 0.4039 (0.4305)  loss_giou_dn_5: 0.4038 (0.4307)  loss_vfl: 0.6681 (0.6689)  loss_vfl_aux_0: 0.7696 (0.7727)  loss_vfl_aux_1: 0.7242 (0.7233)  loss_vfl_aux_2: 0.6837 (0.6945)  loss_vfl_aux_3: 0.6794 (0.6804)  loss_vfl_aux_4: 0.6622 (0.6727)  loss_vfl_aux_5: 0.7738 (0.7573)  loss_vfl_dn_0: 0.4493 (0.4512)  loss_vfl_dn_1: 0.3863 (0.3860)  loss_vfl_dn_2: 0.3699 (0.3703)  loss_vfl_dn_3: 0.3609 (0.3631)  loss_vfl_dn_4: 0.3567 (0.3606)  loss_vfl_dn_5: 0.3578 (0.3598)  time: 0.4734  data: 0.0139  max mem: 5654
Epoch: [45]  [3600/7393]  eta: 0:31:00  lr: 0.000010  loss: 15.7097 (15.7675)  loss_bbox: 0.1571 (0.1527)  loss_bbox_aux_0: 0.1610 (0.1653)  loss_bbox_aux_1: 0.1563 (0.1578)  loss_bbox_aux_2: 0.1577 (0.1553)  loss_bbox_aux_3: 0.1587 (0.1534)  loss_bbox_aux_4: 0.1559 (0.1527)  loss_bbox_aux_5: 0.1963 (0.2017)  loss_bbox_dn_0: 0.2741 (0.2659)  loss_bbox_dn_1: 0.2109 (0.1955)  loss_bbox_dn_2: 0.1898 (0.1752)  loss_bbox_dn_3: 0.1857 (0.1692)  loss_bbox_dn_4: 0.1849 (0.1678)  loss_bbox_dn_5: 0.1846 (0.1678)  loss_giou: 0.4107 (0.4726)  loss_giou_aux_0: 0.4337 (0.4962)  loss_giou_aux_1: 0.4152 (0.4826)  loss_giou_aux_2: 0.4167 (0.4777)  loss_giou_aux_3: 0.4198 (0.4742)  loss_giou_aux_4: 0.4076 (0.4728)  loss_giou_aux_5: 0.5083 (0.5611)  loss_giou_dn_0: 0.5583 (0.5788)  loss_giou_dn_1: 0.4497 (0.4712)  loss_giou_dn_2: 0.4298 (0.4409)  loss_giou_dn_3: 0.4169 (0.4326)  loss_giou_dn_4: 0.4153 (0.4306)  loss_giou_dn_5: 0.4154 (0.4308)  loss_vfl: 0.6969 (0.6696)  loss_vfl_aux_0: 0.7690 (0.7733)  loss_vfl_aux_1: 0.7550 (0.7237)  loss_vfl_aux_2: 0.7137 (0.6950)  loss_vfl_aux_3: 0.7093 (0.6810)  loss_vfl_aux_4: 0.7027 (0.6733)  loss_vfl_aux_5: 0.7838 (0.7579)  loss_vfl_dn_0: 0.4501 (0.4513)  loss_vfl_dn_1: 0.3849 (0.3861)  loss_vfl_dn_2: 0.3711 (0.3704)  loss_vfl_dn_3: 0.3630 (0.3632)  loss_vfl_dn_4: 0.3604 (0.3606)  loss_vfl_dn_5: 0.3597 (0.3599)  time: 0.4730  data: 0.0146  max mem: 5654
Epoch: [45]  [3700/7393]  eta: 0:30:09  lr: 0.000010  loss: 16.5578 (15.7689)  loss_bbox: 0.1506 (0.1527)  loss_bbox_aux_0: 0.1509 (0.1652)  loss_bbox_aux_1: 0.1469 (0.1578)  loss_bbox_aux_2: 0.1484 (0.1553)  loss_bbox_aux_3: 0.1499 (0.1533)  loss_bbox_aux_4: 0.1506 (0.1527)  loss_bbox_aux_5: 0.1929 (0.2016)  loss_bbox_dn_0: 0.2548 (0.2659)  loss_bbox_dn_1: 0.1834 (0.1955)  loss_bbox_dn_2: 0.1646 (0.1751)  loss_bbox_dn_3: 0.1576 (0.1692)  loss_bbox_dn_4: 0.1586 (0.1678)  loss_bbox_dn_5: 0.1586 (0.1678)  loss_giou: 0.5054 (0.4727)  loss_giou_aux_0: 0.5310 (0.4963)  loss_giou_aux_1: 0.5254 (0.4827)  loss_giou_aux_2: 0.5064 (0.4778)  loss_giou_aux_3: 0.5040 (0.4743)  loss_giou_aux_4: 0.5044 (0.4730)  loss_giou_aux_5: 0.6083 (0.5612)  loss_giou_dn_0: 0.6129 (0.5790)  loss_giou_dn_1: 0.5166 (0.4713)  loss_giou_dn_2: 0.4869 (0.4410)  loss_giou_dn_3: 0.4877 (0.4328)  loss_giou_dn_4: 0.4863 (0.4307)  loss_giou_dn_5: 0.4871 (0.4309)  loss_vfl: 0.6396 (0.6695)  loss_vfl_aux_0: 0.7420 (0.7734)  loss_vfl_aux_1: 0.6864 (0.7237)  loss_vfl_aux_2: 0.6682 (0.6951)  loss_vfl_aux_3: 0.6479 (0.6809)  loss_vfl_aux_4: 0.6452 (0.6732)  loss_vfl_aux_5: 0.7383 (0.7579)  loss_vfl_dn_0: 0.4460 (0.4513)  loss_vfl_dn_1: 0.3882 (0.3861)  loss_vfl_dn_2: 0.3737 (0.3704)  loss_vfl_dn_3: 0.3670 (0.3632)  loss_vfl_dn_4: 0.3616 (0.3607)  loss_vfl_dn_5: 0.3623 (0.3599)  time: 0.4800  data: 0.0143  max mem: 5654
Epoch: [45]  [3800/7393]  eta: 0:29:19  lr: 0.000010  loss: 15.6502 (15.7665)  loss_bbox: 0.1417 (0.1528)  loss_bbox_aux_0: 0.1517 (0.1653)  loss_bbox_aux_1: 0.1467 (0.1579)  loss_bbox_aux_2: 0.1432 (0.1554)  loss_bbox_aux_3: 0.1416 (0.1535)  loss_bbox_aux_4: 0.1417 (0.1528)  loss_bbox_aux_5: 0.2017 (0.2017)  loss_bbox_dn_0: 0.2255 (0.2658)  loss_bbox_dn_1: 0.1631 (0.1955)  loss_bbox_dn_2: 0.1488 (0.1751)  loss_bbox_dn_3: 0.1448 (0.1692)  loss_bbox_dn_4: 0.1442 (0.1678)  loss_bbox_dn_5: 0.1442 (0.1678)  loss_giou: 0.4468 (0.4726)  loss_giou_aux_0: 0.4760 (0.4961)  loss_giou_aux_1: 0.4601 (0.4825)  loss_giou_aux_2: 0.4501 (0.4777)  loss_giou_aux_3: 0.4499 (0.4742)  loss_giou_aux_4: 0.4494 (0.4728)  loss_giou_aux_5: 0.5477 (0.5610)  loss_giou_dn_0: 0.5685 (0.5788)  loss_giou_dn_1: 0.4680 (0.4711)  loss_giou_dn_2: 0.4399 (0.4409)  loss_giou_dn_3: 0.4304 (0.4326)  loss_giou_dn_4: 0.4288 (0.4306)  loss_giou_dn_5: 0.4288 (0.4308)  loss_vfl: 0.6633 (0.6694)  loss_vfl_aux_0: 0.7721 (0.7733)  loss_vfl_aux_1: 0.7474 (0.7237)  loss_vfl_aux_2: 0.6984 (0.6949)  loss_vfl_aux_3: 0.6843 (0.6808)  loss_vfl_aux_4: 0.6625 (0.6731)  loss_vfl_aux_5: 0.7469 (0.7578)  loss_vfl_dn_0: 0.4553 (0.4512)  loss_vfl_dn_1: 0.3875 (0.3860)  loss_vfl_dn_2: 0.3708 (0.3703)  loss_vfl_dn_3: 0.3660 (0.3632)  loss_vfl_dn_4: 0.3634 (0.3606)  loss_vfl_dn_5: 0.3626 (0.3598)  time: 0.4789  data: 0.0137  max mem: 5654
Epoch: [45]  [3900/7393]  eta: 0:28:35  lr: 0.000010  loss: 15.4898 (15.7669)  loss_bbox: 0.1531 (0.1527)  loss_bbox_aux_0: 0.1609 (0.1653)  loss_bbox_aux_1: 0.1561 (0.1579)  loss_bbox_aux_2: 0.1523 (0.1553)  loss_bbox_aux_3: 0.1518 (0.1534)  loss_bbox_aux_4: 0.1519 (0.1528)  loss_bbox_aux_5: 0.1924 (0.2017)  loss_bbox_dn_0: 0.2591 (0.2658)  loss_bbox_dn_1: 0.1957 (0.1954)  loss_bbox_dn_2: 0.1750 (0.1751)  loss_bbox_dn_3: 0.1683 (0.1691)  loss_bbox_dn_4: 0.1666 (0.1677)  loss_bbox_dn_5: 0.1664 (0.1678)  loss_giou: 0.4092 (0.4728)  loss_giou_aux_0: 0.4310 (0.4963)  loss_giou_aux_1: 0.4256 (0.4828)  loss_giou_aux_2: 0.4209 (0.4779)  loss_giou_aux_3: 0.4187 (0.4745)  loss_giou_aux_4: 0.4104 (0.4730)  loss_giou_aux_5: 0.5054 (0.5611)  loss_giou_dn_0: 0.5396 (0.5788)  loss_giou_dn_1: 0.4330 (0.4711)  loss_giou_dn_2: 0.3971 (0.4409)  loss_giou_dn_3: 0.3879 (0.4327)  loss_giou_dn_4: 0.3829 (0.4306)  loss_giou_dn_5: 0.3828 (0.4308)  loss_vfl: 0.6609 (0.6693)  loss_vfl_aux_0: 0.8082 (0.7733)  loss_vfl_aux_1: 0.7524 (0.7236)  loss_vfl_aux_2: 0.7059 (0.6949)  loss_vfl_aux_3: 0.6965 (0.6806)  loss_vfl_aux_4: 0.6837 (0.6730)  loss_vfl_aux_5: 0.7643 (0.7577)  loss_vfl_dn_0: 0.4566 (0.4513)  loss_vfl_dn_1: 0.3859 (0.3861)  loss_vfl_dn_2: 0.3649 (0.3704)  loss_vfl_dn_3: 0.3568 (0.3632)  loss_vfl_dn_4: 0.3559 (0.3606)  loss_vfl_dn_5: 0.3565 (0.3599)  time: 0.7709  data: 0.0142  max mem: 5654
Epoch: [45]  [4000/7393]  eta: 0:27:45  lr: 0.000010  loss: 16.5123 (15.7695)  loss_bbox: 0.1537 (0.1527)  loss_bbox_aux_0: 0.1649 (0.1653)  loss_bbox_aux_1: 0.1586 (0.1579)  loss_bbox_aux_2: 0.1556 (0.1553)  loss_bbox_aux_3: 0.1592 (0.1534)  loss_bbox_aux_4: 0.1566 (0.1528)  loss_bbox_aux_5: 0.2053 (0.2017)  loss_bbox_dn_0: 0.2739 (0.2659)  loss_bbox_dn_1: 0.1988 (0.1955)  loss_bbox_dn_2: 0.1802 (0.1752)  loss_bbox_dn_3: 0.1752 (0.1692)  loss_bbox_dn_4: 0.1723 (0.1678)  loss_bbox_dn_5: 0.1722 (0.1678)  loss_giou: 0.4302 (0.4728)  loss_giou_aux_0: 0.4515 (0.4963)  loss_giou_aux_1: 0.4302 (0.4828)  loss_giou_aux_2: 0.4358 (0.4778)  loss_giou_aux_3: 0.4322 (0.4744)  loss_giou_aux_4: 0.4294 (0.4730)  loss_giou_aux_5: 0.5270 (0.5612)  loss_giou_dn_0: 0.5716 (0.5790)  loss_giou_dn_1: 0.4798 (0.4713)  loss_giou_dn_2: 0.4437 (0.4410)  loss_giou_dn_3: 0.4320 (0.4328)  loss_giou_dn_4: 0.4287 (0.4308)  loss_giou_dn_5: 0.4289 (0.4309)  loss_vfl: 0.6740 (0.6695)  loss_vfl_aux_0: 0.7833 (0.7735)  loss_vfl_aux_1: 0.7325 (0.7236)  loss_vfl_aux_2: 0.7052 (0.6950)  loss_vfl_aux_3: 0.6926 (0.6808)  loss_vfl_aux_4: 0.6818 (0.6732)  loss_vfl_aux_5: 0.7851 (0.7578)  loss_vfl_dn_0: 0.4578 (0.4513)  loss_vfl_dn_1: 0.3972 (0.3861)  loss_vfl_dn_2: 0.3743 (0.3704)  loss_vfl_dn_3: 0.3719 (0.3632)  loss_vfl_dn_4: 0.3697 (0.3607)  loss_vfl_dn_5: 0.3689 (0.3599)  time: 0.4781  data: 0.0139  max mem: 5654
Epoch: [45]  [4100/7393]  eta: 0:26:55  lr: 0.000010  loss: 15.3385 (15.7766)  loss_bbox: 0.1468 (0.1527)  loss_bbox_aux_0: 0.1611 (0.1652)  loss_bbox_aux_1: 0.1500 (0.1579)  loss_bbox_aux_2: 0.1513 (0.1553)  loss_bbox_aux_3: 0.1483 (0.1534)  loss_bbox_aux_4: 0.1438 (0.1527)  loss_bbox_aux_5: 0.2015 (0.2017)  loss_bbox_dn_0: 0.2630 (0.2660)  loss_bbox_dn_1: 0.1841 (0.1956)  loss_bbox_dn_2: 0.1557 (0.1752)  loss_bbox_dn_3: 0.1454 (0.1692)  loss_bbox_dn_4: 0.1439 (0.1678)  loss_bbox_dn_5: 0.1437 (0.1679)  loss_giou: 0.4193 (0.4730)  loss_giou_aux_0: 0.4510 (0.4965)  loss_giou_aux_1: 0.4367 (0.4830)  loss_giou_aux_2: 0.4202 (0.4780)  loss_giou_aux_3: 0.4128 (0.4747)  loss_giou_aux_4: 0.4126 (0.4732)  loss_giou_aux_5: 0.5259 (0.5615)  loss_giou_dn_0: 0.5491 (0.5793)  loss_giou_dn_1: 0.4435 (0.4717)  loss_giou_dn_2: 0.4164 (0.4413)  loss_giou_dn_3: 0.4064 (0.4331)  loss_giou_dn_4: 0.4042 (0.4311)  loss_giou_dn_5: 0.4042 (0.4312)  loss_vfl: 0.6748 (0.6700)  loss_vfl_aux_0: 0.7610 (0.7740)  loss_vfl_aux_1: 0.7196 (0.7240)  loss_vfl_aux_2: 0.6844 (0.6954)  loss_vfl_aux_3: 0.6741 (0.6812)  loss_vfl_aux_4: 0.6678 (0.6736)  loss_vfl_aux_5: 0.7674 (0.7580)  loss_vfl_dn_0: 0.4571 (0.4514)  loss_vfl_dn_1: 0.3871 (0.3862)  loss_vfl_dn_2: 0.3700 (0.3705)  loss_vfl_dn_3: 0.3588 (0.3634)  loss_vfl_dn_4: 0.3548 (0.3608)  loss_vfl_dn_5: 0.3547 (0.3600)  time: 0.4807  data: 0.0135  max mem: 5654
Epoch: [45]  [4200/7393]  eta: 0:26:05  lr: 0.000010  loss: 15.6670 (15.7771)  loss_bbox: 0.1518 (0.1526)  loss_bbox_aux_0: 0.1630 (0.1652)  loss_bbox_aux_1: 0.1566 (0.1578)  loss_bbox_aux_2: 0.1554 (0.1552)  loss_bbox_aux_3: 0.1488 (0.1533)  loss_bbox_aux_4: 0.1513 (0.1527)  loss_bbox_aux_5: 0.1881 (0.2015)  loss_bbox_dn_0: 0.2520 (0.2659)  loss_bbox_dn_1: 0.1751 (0.1955)  loss_bbox_dn_2: 0.1568 (0.1751)  loss_bbox_dn_3: 0.1514 (0.1691)  loss_bbox_dn_4: 0.1515 (0.1678)  loss_bbox_dn_5: 0.1515 (0.1678)  loss_giou: 0.5128 (0.4730)  loss_giou_aux_0: 0.5308 (0.4965)  loss_giou_aux_1: 0.5073 (0.4830)  loss_giou_aux_2: 0.5048 (0.4780)  loss_giou_aux_3: 0.5077 (0.4747)  loss_giou_aux_4: 0.5158 (0.4732)  loss_giou_aux_5: 0.5835 (0.5615)  loss_giou_dn_0: 0.5757 (0.5793)  loss_giou_dn_1: 0.4747 (0.4716)  loss_giou_dn_2: 0.4508 (0.4413)  loss_giou_dn_3: 0.4425 (0.4331)  loss_giou_dn_4: 0.4407 (0.4310)  loss_giou_dn_5: 0.4405 (0.4312)  loss_vfl: 0.6525 (0.6701)  loss_vfl_aux_0: 0.7739 (0.7742)  loss_vfl_aux_1: 0.7248 (0.7242)  loss_vfl_aux_2: 0.6875 (0.6956)  loss_vfl_aux_3: 0.6778 (0.6814)  loss_vfl_aux_4: 0.6578 (0.6738)  loss_vfl_aux_5: 0.7540 (0.7582)  loss_vfl_dn_0: 0.4513 (0.4515)  loss_vfl_dn_1: 0.3879 (0.3863)  loss_vfl_dn_2: 0.3687 (0.3706)  loss_vfl_dn_3: 0.3619 (0.3634)  loss_vfl_dn_4: 0.3578 (0.3608)  loss_vfl_dn_5: 0.3567 (0.3601)  time: 0.4837  data: 0.0147  max mem: 5654
Epoch: [45]  [4300/7393]  eta: 0:25:16  lr: 0.000010  loss: 15.6823 (15.7791)  loss_bbox: 0.1474 (0.1526)  loss_bbox_aux_0: 0.1655 (0.1651)  loss_bbox_aux_1: 0.1597 (0.1578)  loss_bbox_aux_2: 0.1579 (0.1552)  loss_bbox_aux_3: 0.1511 (0.1533)  loss_bbox_aux_4: 0.1507 (0.1526)  loss_bbox_aux_5: 0.2021 (0.2015)  loss_bbox_dn_0: 0.2280 (0.2658)  loss_bbox_dn_1: 0.1713 (0.1954)  loss_bbox_dn_2: 0.1576 (0.1750)  loss_bbox_dn_3: 0.1492 (0.1691)  loss_bbox_dn_4: 0.1488 (0.1677)  loss_bbox_dn_5: 0.1488 (0.1677)  loss_giou: 0.4627 (0.4732)  loss_giou_aux_0: 0.4737 (0.4967)  loss_giou_aux_1: 0.4623 (0.4833)  loss_giou_aux_2: 0.4672 (0.4783)  loss_giou_aux_3: 0.4676 (0.4749)  loss_giou_aux_4: 0.4699 (0.4735)  loss_giou_aux_5: 0.5534 (0.5617)  loss_giou_dn_0: 0.5609 (0.5793)  loss_giou_dn_1: 0.4621 (0.4717)  loss_giou_dn_2: 0.4348 (0.4413)  loss_giou_dn_3: 0.4239 (0.4331)  loss_giou_dn_4: 0.4209 (0.4311)  loss_giou_dn_5: 0.4216 (0.4312)  loss_vfl: 0.6744 (0.6701)  loss_vfl_aux_0: 0.7935 (0.7742)  loss_vfl_aux_1: 0.7432 (0.7243)  loss_vfl_aux_2: 0.6862 (0.6956)  loss_vfl_aux_3: 0.6860 (0.6814)  loss_vfl_aux_4: 0.6713 (0.6738)  loss_vfl_aux_5: 0.7648 (0.7583)  loss_vfl_dn_0: 0.4563 (0.4515)  loss_vfl_dn_1: 0.3836 (0.3863)  loss_vfl_dn_2: 0.3684 (0.3706)  loss_vfl_dn_3: 0.3633 (0.3635)  loss_vfl_dn_4: 0.3630 (0.3609)  loss_vfl_dn_5: 0.3603 (0.3601)  time: 0.4849  data: 0.0142  max mem: 5654
Epoch: [45]  [4400/7393]  eta: 0:24:26  lr: 0.000010  loss: 15.3733 (15.7810)  loss_bbox: 0.1540 (0.1527)  loss_bbox_aux_0: 0.1555 (0.1652)  loss_bbox_aux_1: 0.1590 (0.1579)  loss_bbox_aux_2: 0.1550 (0.1553)  loss_bbox_aux_3: 0.1534 (0.1534)  loss_bbox_aux_4: 0.1537 (0.1527)  loss_bbox_aux_5: 0.1985 (0.2016)  loss_bbox_dn_0: 0.2602 (0.2659)  loss_bbox_dn_1: 0.1997 (0.1955)  loss_bbox_dn_2: 0.1793 (0.1751)  loss_bbox_dn_3: 0.1754 (0.1692)  loss_bbox_dn_4: 0.1749 (0.1678)  loss_bbox_dn_5: 0.1749 (0.1678)  loss_giou: 0.4411 (0.4731)  loss_giou_aux_0: 0.4663 (0.4966)  loss_giou_aux_1: 0.4557 (0.4831)  loss_giou_aux_2: 0.4465 (0.4781)  loss_giou_aux_3: 0.4496 (0.4748)  loss_giou_aux_4: 0.4443 (0.4733)  loss_giou_aux_5: 0.5300 (0.5616)  loss_giou_dn_0: 0.5609 (0.5793)  loss_giou_dn_1: 0.4562 (0.4716)  loss_giou_dn_2: 0.4280 (0.4413)  loss_giou_dn_3: 0.4182 (0.4330)  loss_giou_dn_4: 0.4169 (0.4310)  loss_giou_dn_5: 0.4170 (0.4312)  loss_vfl: 0.6858 (0.6705)  loss_vfl_aux_0: 0.7654 (0.7746)  loss_vfl_aux_1: 0.7234 (0.7244)  loss_vfl_aux_2: 0.7012 (0.6959)  loss_vfl_aux_3: 0.6938 (0.6817)  loss_vfl_aux_4: 0.6890 (0.6741)  loss_vfl_aux_5: 0.7509 (0.7584)  loss_vfl_dn_0: 0.4489 (0.4516)  loss_vfl_dn_1: 0.3848 (0.3864)  loss_vfl_dn_2: 0.3709 (0.3707)  loss_vfl_dn_3: 0.3643 (0.3635)  loss_vfl_dn_4: 0.3614 (0.3609)  loss_vfl_dn_5: 0.3592 (0.3602)  time: 0.4782  data: 0.0141  max mem: 5654
Epoch: [45]  [4500/7393]  eta: 0:23:36  lr: 0.000010  loss: 15.6846 (15.7842)  loss_bbox: 0.1501 (0.1526)  loss_bbox_aux_0: 0.1564 (0.1652)  loss_bbox_aux_1: 0.1568 (0.1579)  loss_bbox_aux_2: 0.1455 (0.1553)  loss_bbox_aux_3: 0.1506 (0.1534)  loss_bbox_aux_4: 0.1501 (0.1527)  loss_bbox_aux_5: 0.2022 (0.2016)  loss_bbox_dn_0: 0.2652 (0.2658)  loss_bbox_dn_1: 0.1956 (0.1955)  loss_bbox_dn_2: 0.1759 (0.1751)  loss_bbox_dn_3: 0.1714 (0.1691)  loss_bbox_dn_4: 0.1707 (0.1678)  loss_bbox_dn_5: 0.1707 (0.1678)  loss_giou: 0.4600 (0.4735)  loss_giou_aux_0: 0.4721 (0.4970)  loss_giou_aux_1: 0.4812 (0.4836)  loss_giou_aux_2: 0.4657 (0.4786)  loss_giou_aux_3: 0.4524 (0.4752)  loss_giou_aux_4: 0.4599 (0.4738)  loss_giou_aux_5: 0.5261 (0.5620)  loss_giou_dn_0: 0.5665 (0.5794)  loss_giou_dn_1: 0.4731 (0.4718)  loss_giou_dn_2: 0.4495 (0.4415)  loss_giou_dn_3: 0.4427 (0.4333)  loss_giou_dn_4: 0.4388 (0.4312)  loss_giou_dn_5: 0.4389 (0.4314)  loss_vfl: 0.6870 (0.6703)  loss_vfl_aux_0: 0.7832 (0.7744)  loss_vfl_aux_1: 0.7367 (0.7242)  loss_vfl_aux_2: 0.7127 (0.6957)  loss_vfl_aux_3: 0.7173 (0.6816)  loss_vfl_aux_4: 0.6904 (0.6740)  loss_vfl_aux_5: 0.7749 (0.7582)  loss_vfl_dn_0: 0.4560 (0.4516)  loss_vfl_dn_1: 0.3924 (0.3864)  loss_vfl_dn_2: 0.3764 (0.3707)  loss_vfl_dn_3: 0.3718 (0.3636)  loss_vfl_dn_4: 0.3681 (0.3610)  loss_vfl_dn_5: 0.3673 (0.3602)  time: 0.4705  data: 0.0143  max mem: 5654
Epoch: [45]  [4600/7393]  eta: 0:22:47  lr: 0.000010  loss: 15.5763 (15.7810)  loss_bbox: 0.1351 (0.1526)  loss_bbox_aux_0: 0.1543 (0.1652)  loss_bbox_aux_1: 0.1371 (0.1579)  loss_bbox_aux_2: 0.1356 (0.1552)  loss_bbox_aux_3: 0.1366 (0.1533)  loss_bbox_aux_4: 0.1351 (0.1527)  loss_bbox_aux_5: 0.1869 (0.2017)  loss_bbox_dn_0: 0.2311 (0.2658)  loss_bbox_dn_1: 0.1602 (0.1954)  loss_bbox_dn_2: 0.1446 (0.1751)  loss_bbox_dn_3: 0.1401 (0.1691)  loss_bbox_dn_4: 0.1394 (0.1678)  loss_bbox_dn_5: 0.1394 (0.1678)  loss_giou: 0.4612 (0.4733)  loss_giou_aux_0: 0.4825 (0.4968)  loss_giou_aux_1: 0.4722 (0.4834)  loss_giou_aux_2: 0.4696 (0.4783)  loss_giou_aux_3: 0.4647 (0.4750)  loss_giou_aux_4: 0.4630 (0.4735)  loss_giou_aux_5: 0.5446 (0.5619)  loss_giou_dn_0: 0.5639 (0.5792)  loss_giou_dn_1: 0.4538 (0.4716)  loss_giou_dn_2: 0.4221 (0.4413)  loss_giou_dn_3: 0.4154 (0.4331)  loss_giou_dn_4: 0.4148 (0.4310)  loss_giou_dn_5: 0.4151 (0.4312)  loss_vfl: 0.6499 (0.6704)  loss_vfl_aux_0: 0.7611 (0.7744)  loss_vfl_aux_1: 0.7349 (0.7242)  loss_vfl_aux_2: 0.6970 (0.6958)  loss_vfl_aux_3: 0.6728 (0.6815)  loss_vfl_aux_4: 0.6563 (0.6740)  loss_vfl_aux_5: 0.7292 (0.7581)  loss_vfl_dn_0: 0.4537 (0.4516)  loss_vfl_dn_1: 0.3879 (0.3864)  loss_vfl_dn_2: 0.3709 (0.3707)  loss_vfl_dn_3: 0.3639 (0.3635)  loss_vfl_dn_4: 0.3622 (0.3610)  loss_vfl_dn_5: 0.3615 (0.3602)  time: 0.4865  data: 0.0144  max mem: 5654
Epoch: [45]  [4700/7393]  eta: 0:21:57  lr: 0.000010  loss: 15.5945 (15.7840)  loss_bbox: 0.1451 (0.1526)  loss_bbox_aux_0: 0.1707 (0.1653)  loss_bbox_aux_1: 0.1544 (0.1579)  loss_bbox_aux_2: 0.1539 (0.1553)  loss_bbox_aux_3: 0.1503 (0.1533)  loss_bbox_aux_4: 0.1468 (0.1527)  loss_bbox_aux_5: 0.2056 (0.2017)  loss_bbox_dn_0: 0.2760 (0.2658)  loss_bbox_dn_1: 0.2097 (0.1956)  loss_bbox_dn_2: 0.1869 (0.1752)  loss_bbox_dn_3: 0.1807 (0.1693)  loss_bbox_dn_4: 0.1793 (0.1679)  loss_bbox_dn_5: 0.1795 (0.1679)  loss_giou: 0.4081 (0.4731)  loss_giou_aux_0: 0.4577 (0.4967)  loss_giou_aux_1: 0.4198 (0.4833)  loss_giou_aux_2: 0.4110 (0.4782)  loss_giou_aux_3: 0.4052 (0.4748)  loss_giou_aux_4: 0.4083 (0.4734)  loss_giou_aux_5: 0.5149 (0.5618)  loss_giou_dn_0: 0.5410 (0.5791)  loss_giou_dn_1: 0.4357 (0.4715)  loss_giou_dn_2: 0.4051 (0.4412)  loss_giou_dn_3: 0.4024 (0.4330)  loss_giou_dn_4: 0.3997 (0.4310)  loss_giou_dn_5: 0.3997 (0.4312)  loss_vfl: 0.6866 (0.6708)  loss_vfl_aux_0: 0.7893 (0.7749)  loss_vfl_aux_1: 0.7424 (0.7247)  loss_vfl_aux_2: 0.7195 (0.6963)  loss_vfl_aux_3: 0.6833 (0.6820)  loss_vfl_aux_4: 0.6822 (0.6744)  loss_vfl_aux_5: 0.7688 (0.7585)  loss_vfl_dn_0: 0.4437 (0.4516)  loss_vfl_dn_1: 0.3793 (0.3864)  loss_vfl_dn_2: 0.3637 (0.3707)  loss_vfl_dn_3: 0.3532 (0.3635)  loss_vfl_dn_4: 0.3496 (0.3610)  loss_vfl_dn_5: 0.3483 (0.3602)  time: 0.4788  data: 0.0138  max mem: 5654
Epoch: [45]  [4800/7393]  eta: 0:21:11  lr: 0.000010  loss: 15.5629 (15.7841)  loss_bbox: 0.1539 (0.1527)  loss_bbox_aux_0: 0.1566 (0.1653)  loss_bbox_aux_1: 0.1539 (0.1580)  loss_bbox_aux_2: 0.1556 (0.1553)  loss_bbox_aux_3: 0.1529 (0.1534)  loss_bbox_aux_4: 0.1561 (0.1527)  loss_bbox_aux_5: 0.1925 (0.2017)  loss_bbox_dn_0: 0.2739 (0.2659)  loss_bbox_dn_1: 0.2054 (0.1956)  loss_bbox_dn_2: 0.1872 (0.1752)  loss_bbox_dn_3: 0.1791 (0.1693)  loss_bbox_dn_4: 0.1807 (0.1679)  loss_bbox_dn_5: 0.1807 (0.1679)  loss_giou: 0.4428 (0.4731)  loss_giou_aux_0: 0.4462 (0.4967)  loss_giou_aux_1: 0.4308 (0.4833)  loss_giou_aux_2: 0.4445 (0.4781)  loss_giou_aux_3: 0.4375 (0.4748)  loss_giou_aux_4: 0.4437 (0.4733)  loss_giou_aux_5: 0.5108 (0.5617)  loss_giou_dn_0: 0.5399 (0.5791)  loss_giou_dn_1: 0.4436 (0.4715)  loss_giou_dn_2: 0.4195 (0.4412)  loss_giou_dn_3: 0.4109 (0.4330)  loss_giou_dn_4: 0.4096 (0.4309)  loss_giou_dn_5: 0.4100 (0.4311)  loss_vfl: 0.6910 (0.6709)  loss_vfl_aux_0: 0.8010 (0.7749)  loss_vfl_aux_1: 0.7408 (0.7247)  loss_vfl_aux_2: 0.7314 (0.6963)  loss_vfl_aux_3: 0.6966 (0.6821)  loss_vfl_aux_4: 0.6875 (0.6746)  loss_vfl_aux_5: 0.7959 (0.7585)  loss_vfl_dn_0: 0.4512 (0.4516)  loss_vfl_dn_1: 0.3823 (0.3864)  loss_vfl_dn_2: 0.3644 (0.3707)  loss_vfl_dn_3: 0.3571 (0.3636)  loss_vfl_dn_4: 0.3545 (0.3610)  loss_vfl_dn_5: 0.3547 (0.3602)  time: 0.4871  data: 0.0145  max mem: 5654
Epoch: [45]  [4900/7393]  eta: 0:20:21  lr: 0.000010  loss: 15.2822 (15.7824)  loss_bbox: 0.1506 (0.1526)  loss_bbox_aux_0: 0.1595 (0.1652)  loss_bbox_aux_1: 0.1493 (0.1579)  loss_bbox_aux_2: 0.1532 (0.1553)  loss_bbox_aux_3: 0.1532 (0.1533)  loss_bbox_aux_4: 0.1507 (0.1527)  loss_bbox_aux_5: 0.2067 (0.2017)  loss_bbox_dn_0: 0.2568 (0.2659)  loss_bbox_dn_1: 0.1926 (0.1957)  loss_bbox_dn_2: 0.1692 (0.1753)  loss_bbox_dn_3: 0.1582 (0.1694)  loss_bbox_dn_4: 0.1554 (0.1680)  loss_bbox_dn_5: 0.1554 (0.1680)  loss_giou: 0.4627 (0.4729)  loss_giou_aux_0: 0.4895 (0.4965)  loss_giou_aux_1: 0.4786 (0.4830)  loss_giou_aux_2: 0.4714 (0.4779)  loss_giou_aux_3: 0.4627 (0.4746)  loss_giou_aux_4: 0.4664 (0.4732)  loss_giou_aux_5: 0.5433 (0.5615)  loss_giou_dn_0: 0.5704 (0.5790)  loss_giou_dn_1: 0.4572 (0.4714)  loss_giou_dn_2: 0.4331 (0.4411)  loss_giou_dn_3: 0.4244 (0.4329)  loss_giou_dn_4: 0.4224 (0.4308)  loss_giou_dn_5: 0.4226 (0.4310)  loss_vfl: 0.6607 (0.6709)  loss_vfl_aux_0: 0.7727 (0.7750)  loss_vfl_aux_1: 0.7252 (0.7248)  loss_vfl_aux_2: 0.6785 (0.6963)  loss_vfl_aux_3: 0.6728 (0.6820)  loss_vfl_aux_4: 0.6631 (0.6745)  loss_vfl_aux_5: 0.7659 (0.7587)  loss_vfl_dn_0: 0.4555 (0.4516)  loss_vfl_dn_1: 0.3855 (0.3864)  loss_vfl_dn_2: 0.3648 (0.3707)  loss_vfl_dn_3: 0.3596 (0.3635)  loss_vfl_dn_4: 0.3556 (0.3609)  loss_vfl_dn_5: 0.3554 (0.3602)  time: 0.4647  data: 0.0137  max mem: 5654
Epoch: [45]  [5000/7393]  eta: 0:19:32  lr: 0.000010  loss: 15.4946 (15.7813)  loss_bbox: 0.1598 (0.1526)  loss_bbox_aux_0: 0.1528 (0.1652)  loss_bbox_aux_1: 0.1566 (0.1578)  loss_bbox_aux_2: 0.1526 (0.1552)  loss_bbox_aux_3: 0.1594 (0.1533)  loss_bbox_aux_4: 0.1597 (0.1526)  loss_bbox_aux_5: 0.2007 (0.2016)  loss_bbox_dn_0: 0.2708 (0.2661)  loss_bbox_dn_1: 0.1902 (0.1957)  loss_bbox_dn_2: 0.1746 (0.1754)  loss_bbox_dn_3: 0.1711 (0.1694)  loss_bbox_dn_4: 0.1710 (0.1681)  loss_bbox_dn_5: 0.1710 (0.1681)  loss_giou: 0.4432 (0.4726)  loss_giou_aux_0: 0.4580 (0.4961)  loss_giou_aux_1: 0.4443 (0.4827)  loss_giou_aux_2: 0.4447 (0.4776)  loss_giou_aux_3: 0.4439 (0.4743)  loss_giou_aux_4: 0.4430 (0.4729)  loss_giou_aux_5: 0.5326 (0.5612)  loss_giou_dn_0: 0.5561 (0.5789)  loss_giou_dn_1: 0.4579 (0.4712)  loss_giou_dn_2: 0.4351 (0.4410)  loss_giou_dn_3: 0.4275 (0.4327)  loss_giou_dn_4: 0.4256 (0.4307)  loss_giou_dn_5: 0.4256 (0.4309)  loss_vfl: 0.6772 (0.6711)  loss_vfl_aux_0: 0.8004 (0.7753)  loss_vfl_aux_1: 0.7314 (0.7250)  loss_vfl_aux_2: 0.7134 (0.6965)  loss_vfl_aux_3: 0.6797 (0.6822)  loss_vfl_aux_4: 0.6822 (0.6747)  loss_vfl_aux_5: 0.7982 (0.7589)  loss_vfl_dn_0: 0.4496 (0.4516)  loss_vfl_dn_1: 0.3900 (0.3864)  loss_vfl_dn_2: 0.3759 (0.3707)  loss_vfl_dn_3: 0.3672 (0.3635)  loss_vfl_dn_4: 0.3635 (0.3610)  loss_vfl_dn_5: 0.3643 (0.3602)  time: 0.4792  data: 0.0142  max mem: 5654
Epoch: [45]  [5100/7393]  eta: 0:18:42  lr: 0.000010  loss: 15.3800 (15.7822)  loss_bbox: 0.1480 (0.1527)  loss_bbox_aux_0: 0.1605 (0.1652)  loss_bbox_aux_1: 0.1504 (0.1580)  loss_bbox_aux_2: 0.1473 (0.1553)  loss_bbox_aux_3: 0.1482 (0.1534)  loss_bbox_aux_4: 0.1547 (0.1528)  loss_bbox_aux_5: 0.1999 (0.2017)  loss_bbox_dn_0: 0.2512 (0.2662)  loss_bbox_dn_1: 0.1950 (0.1958)  loss_bbox_dn_2: 0.1725 (0.1755)  loss_bbox_dn_3: 0.1682 (0.1695)  loss_bbox_dn_4: 0.1671 (0.1681)  loss_bbox_dn_5: 0.1670 (0.1681)  loss_giou: 0.4444 (0.4727)  loss_giou_aux_0: 0.4639 (0.4961)  loss_giou_aux_1: 0.4542 (0.4827)  loss_giou_aux_2: 0.4498 (0.4776)  loss_giou_aux_3: 0.4514 (0.4743)  loss_giou_aux_4: 0.4408 (0.4729)  loss_giou_aux_5: 0.5289 (0.5612)  loss_giou_dn_0: 0.5504 (0.5788)  loss_giou_dn_1: 0.4414 (0.4711)  loss_giou_dn_2: 0.4127 (0.4409)  loss_giou_dn_3: 0.4076 (0.4327)  loss_giou_dn_4: 0.4073 (0.4306)  loss_giou_dn_5: 0.4073 (0.4308)  loss_vfl: 0.6608 (0.6711)  loss_vfl_aux_0: 0.7674 (0.7754)  loss_vfl_aux_1: 0.7214 (0.7251)  loss_vfl_aux_2: 0.6815 (0.6966)  loss_vfl_aux_3: 0.6676 (0.6823)  loss_vfl_aux_4: 0.6656 (0.6748)  loss_vfl_aux_5: 0.7460 (0.7589)  loss_vfl_dn_0: 0.4482 (0.4516)  loss_vfl_dn_1: 0.3826 (0.3864)  loss_vfl_dn_2: 0.3684 (0.3706)  loss_vfl_dn_3: 0.3629 (0.3635)  loss_vfl_dn_4: 0.3590 (0.3609)  loss_vfl_dn_5: 0.3589 (0.3601)  time: 0.4777  data: 0.0137  max mem: 5654
Epoch: [45]  [5200/7393]  eta: 0:17:53  lr: 0.000010  loss: 15.4233 (15.7836)  loss_bbox: 0.1543 (0.1528)  loss_bbox_aux_0: 0.1728 (0.1653)  loss_bbox_aux_1: 0.1684 (0.1581)  loss_bbox_aux_2: 0.1653 (0.1554)  loss_bbox_aux_3: 0.1560 (0.1535)  loss_bbox_aux_4: 0.1557 (0.1529)  loss_bbox_aux_5: 0.2074 (0.2018)  loss_bbox_dn_0: 0.2694 (0.2663)  loss_bbox_dn_1: 0.1970 (0.1959)  loss_bbox_dn_2: 0.1683 (0.1756)  loss_bbox_dn_3: 0.1633 (0.1696)  loss_bbox_dn_4: 0.1631 (0.1682)  loss_bbox_dn_5: 0.1630 (0.1682)  loss_giou: 0.4187 (0.4725)  loss_giou_aux_0: 0.4322 (0.4959)  loss_giou_aux_1: 0.4261 (0.4826)  loss_giou_aux_2: 0.4101 (0.4774)  loss_giou_aux_3: 0.4166 (0.4741)  loss_giou_aux_4: 0.4152 (0.4727)  loss_giou_aux_5: 0.4927 (0.5610)  loss_giou_dn_0: 0.5297 (0.5786)  loss_giou_dn_1: 0.4205 (0.4710)  loss_giou_dn_2: 0.3855 (0.4407)  loss_giou_dn_3: 0.3809 (0.4325)  loss_giou_dn_4: 0.3798 (0.4304)  loss_giou_dn_5: 0.3798 (0.4306)  loss_vfl: 0.6382 (0.6715)  loss_vfl_aux_0: 0.7569 (0.7757)  loss_vfl_aux_1: 0.6927 (0.7254)  loss_vfl_aux_2: 0.6674 (0.6970)  loss_vfl_aux_3: 0.6545 (0.6826)  loss_vfl_aux_4: 0.6468 (0.6751)  loss_vfl_aux_5: 0.7652 (0.7593)  loss_vfl_dn_0: 0.4540 (0.4517)  loss_vfl_dn_1: 0.3817 (0.3864)  loss_vfl_dn_2: 0.3655 (0.3707)  loss_vfl_dn_3: 0.3561 (0.3635)  loss_vfl_dn_4: 0.3538 (0.3609)  loss_vfl_dn_5: 0.3509 (0.3602)  time: 0.4924  data: 0.0144  max mem: 5654
Epoch: [45]  [5300/7393]  eta: 0:17:03  lr: 0.000010  loss: 15.9787 (15.7831)  loss_bbox: 0.1599 (0.1529)  loss_bbox_aux_0: 0.1730 (0.1654)  loss_bbox_aux_1: 0.1572 (0.1581)  loss_bbox_aux_2: 0.1533 (0.1555)  loss_bbox_aux_3: 0.1679 (0.1536)  loss_bbox_aux_4: 0.1563 (0.1529)  loss_bbox_aux_5: 0.2059 (0.2017)  loss_bbox_dn_0: 0.2771 (0.2665)  loss_bbox_dn_1: 0.2041 (0.1961)  loss_bbox_dn_2: 0.1803 (0.1757)  loss_bbox_dn_3: 0.1796 (0.1697)  loss_bbox_dn_4: 0.1782 (0.1683)  loss_bbox_dn_5: 0.1782 (0.1683)  loss_giou: 0.4889 (0.4724)  loss_giou_aux_0: 0.4984 (0.4958)  loss_giou_aux_1: 0.4732 (0.4824)  loss_giou_aux_2: 0.4815 (0.4773)  loss_giou_aux_3: 0.4857 (0.4740)  loss_giou_aux_4: 0.4861 (0.4726)  loss_giou_aux_5: 0.5707 (0.5607)  loss_giou_dn_0: 0.6130 (0.5785)  loss_giou_dn_1: 0.4963 (0.4709)  loss_giou_dn_2: 0.4638 (0.4406)  loss_giou_dn_3: 0.4523 (0.4324)  loss_giou_dn_4: 0.4483 (0.4303)  loss_giou_dn_5: 0.4483 (0.4305)  loss_vfl: 0.6512 (0.6714)  loss_vfl_aux_0: 0.7732 (0.7758)  loss_vfl_aux_1: 0.7158 (0.7254)  loss_vfl_aux_2: 0.6853 (0.6969)  loss_vfl_aux_3: 0.6641 (0.6826)  loss_vfl_aux_4: 0.6609 (0.6751)  loss_vfl_aux_5: 0.7605 (0.7594)  loss_vfl_dn_0: 0.4489 (0.4517)  loss_vfl_dn_1: 0.3900 (0.3864)  loss_vfl_dn_2: 0.3716 (0.3707)  loss_vfl_dn_3: 0.3630 (0.3635)  loss_vfl_dn_4: 0.3621 (0.3609)  loss_vfl_dn_5: 0.3605 (0.3602)  time: 0.4751  data: 0.0140  max mem: 5654
Epoch: [45]  [5400/7393]  eta: 0:16:16  lr: 0.000010  loss: 15.6308 (15.7818)  loss_bbox: 0.1592 (0.1528)  loss_bbox_aux_0: 0.1689 (0.1653)  loss_bbox_aux_1: 0.1605 (0.1580)  loss_bbox_aux_2: 0.1620 (0.1554)  loss_bbox_aux_3: 0.1612 (0.1536)  loss_bbox_aux_4: 0.1598 (0.1528)  loss_bbox_aux_5: 0.1962 (0.2016)  loss_bbox_dn_0: 0.2573 (0.2664)  loss_bbox_dn_1: 0.1848 (0.1960)  loss_bbox_dn_2: 0.1682 (0.1756)  loss_bbox_dn_3: 0.1605 (0.1696)  loss_bbox_dn_4: 0.1584 (0.1683)  loss_bbox_dn_5: 0.1584 (0.1683)  loss_giou: 0.4562 (0.4722)  loss_giou_aux_0: 0.4827 (0.4957)  loss_giou_aux_1: 0.4648 (0.4823)  loss_giou_aux_2: 0.4651 (0.4772)  loss_giou_aux_3: 0.4612 (0.4739)  loss_giou_aux_4: 0.4560 (0.4725)  loss_giou_aux_5: 0.5510 (0.5606)  loss_giou_dn_0: 0.5793 (0.5785)  loss_giou_dn_1: 0.4796 (0.4709)  loss_giou_dn_2: 0.4488 (0.4406)  loss_giou_dn_3: 0.4379 (0.4324)  loss_giou_dn_4: 0.4351 (0.4303)  loss_giou_dn_5: 0.4351 (0.4305)  loss_vfl: 0.6720 (0.6715)  loss_vfl_aux_0: 0.7627 (0.7757)  loss_vfl_aux_1: 0.7195 (0.7255)  loss_vfl_aux_2: 0.6827 (0.6970)  loss_vfl_aux_3: 0.6708 (0.6826)  loss_vfl_aux_4: 0.6788 (0.6752)  loss_vfl_aux_5: 0.7559 (0.7595)  loss_vfl_dn_0: 0.4477 (0.4516)  loss_vfl_dn_1: 0.3855 (0.3864)  loss_vfl_dn_2: 0.3667 (0.3707)  loss_vfl_dn_3: 0.3586 (0.3635)  loss_vfl_dn_4: 0.3592 (0.3609)  loss_vfl_dn_5: 0.3570 (0.3602)  time: 0.4681  data: 0.0143  max mem: 5654
Epoch: [45]  [5500/7393]  eta: 0:15:27  lr: 0.000010  loss: 15.1980 (15.7827)  loss_bbox: 0.1363 (0.1527)  loss_bbox_aux_0: 0.1547 (0.1652)  loss_bbox_aux_1: 0.1414 (0.1579)  loss_bbox_aux_2: 0.1329 (0.1553)  loss_bbox_aux_3: 0.1350 (0.1534)  loss_bbox_aux_4: 0.1363 (0.1527)  loss_bbox_aux_5: 0.1892 (0.2016)  loss_bbox_dn_0: 0.2374 (0.2663)  loss_bbox_dn_1: 0.1746 (0.1959)  loss_bbox_dn_2: 0.1586 (0.1755)  loss_bbox_dn_3: 0.1547 (0.1696)  loss_bbox_dn_4: 0.1525 (0.1682)  loss_bbox_dn_5: 0.1525 (0.1682)  loss_giou: 0.4282 (0.4724)  loss_giou_aux_0: 0.4412 (0.4958)  loss_giou_aux_1: 0.4287 (0.4824)  loss_giou_aux_2: 0.4064 (0.4773)  loss_giou_aux_3: 0.4199 (0.4740)  loss_giou_aux_4: 0.4178 (0.4726)  loss_giou_aux_5: 0.5096 (0.5607)  loss_giou_dn_0: 0.5387 (0.5786)  loss_giou_dn_1: 0.4325 (0.4710)  loss_giou_dn_2: 0.3979 (0.4407)  loss_giou_dn_3: 0.3919 (0.4325)  loss_giou_dn_4: 0.3899 (0.4304)  loss_giou_dn_5: 0.3902 (0.4306)  loss_vfl: 0.6489 (0.6717)  loss_vfl_aux_0: 0.8140 (0.7758)  loss_vfl_aux_1: 0.7224 (0.7257)  loss_vfl_aux_2: 0.6952 (0.6971)  loss_vfl_aux_3: 0.6721 (0.6828)  loss_vfl_aux_4: 0.6575 (0.6753)  loss_vfl_aux_5: 0.7724 (0.7595)  loss_vfl_dn_0: 0.4428 (0.4516)  loss_vfl_dn_1: 0.3790 (0.3865)  loss_vfl_dn_2: 0.3631 (0.3707)  loss_vfl_dn_3: 0.3566 (0.3635)  loss_vfl_dn_4: 0.3539 (0.3609)  loss_vfl_dn_5: 0.3529 (0.3602)  time: 0.4850  data: 0.0146  max mem: 5654
Epoch: [45]  [5600/7393]  eta: 0:14:37  lr: 0.000010  loss: 15.7944 (15.7838)  loss_bbox: 0.1532 (0.1527)  loss_bbox_aux_0: 0.1706 (0.1653)  loss_bbox_aux_1: 0.1593 (0.1579)  loss_bbox_aux_2: 0.1545 (0.1553)  loss_bbox_aux_3: 0.1500 (0.1534)  loss_bbox_aux_4: 0.1531 (0.1527)  loss_bbox_aux_5: 0.2051 (0.2016)  loss_bbox_dn_0: 0.2680 (0.2663)  loss_bbox_dn_1: 0.1919 (0.1959)  loss_bbox_dn_2: 0.1688 (0.1755)  loss_bbox_dn_3: 0.1620 (0.1696)  loss_bbox_dn_4: 0.1643 (0.1682)  loss_bbox_dn_5: 0.1643 (0.1682)  loss_giou: 0.4551 (0.4723)  loss_giou_aux_0: 0.4891 (0.4957)  loss_giou_aux_1: 0.4796 (0.4823)  loss_giou_aux_2: 0.4670 (0.4773)  loss_giou_aux_3: 0.4511 (0.4739)  loss_giou_aux_4: 0.4549 (0.4726)  loss_giou_aux_5: 0.5594 (0.5606)  loss_giou_dn_0: 0.5629 (0.5785)  loss_giou_dn_1: 0.4596 (0.4709)  loss_giou_dn_2: 0.4185 (0.4406)  loss_giou_dn_3: 0.4086 (0.4324)  loss_giou_dn_4: 0.4063 (0.4303)  loss_giou_dn_5: 0.4058 (0.4305)  loss_vfl: 0.6838 (0.6720)  loss_vfl_aux_0: 0.7757 (0.7761)  loss_vfl_aux_1: 0.7218 (0.7260)  loss_vfl_aux_2: 0.7048 (0.6974)  loss_vfl_aux_3: 0.6932 (0.6831)  loss_vfl_aux_4: 0.6868 (0.6756)  loss_vfl_aux_5: 0.7420 (0.7598)  loss_vfl_dn_0: 0.4456 (0.4516)  loss_vfl_dn_1: 0.3860 (0.3864)  loss_vfl_dn_2: 0.3691 (0.3707)  loss_vfl_dn_3: 0.3635 (0.3635)  loss_vfl_dn_4: 0.3594 (0.3609)  loss_vfl_dn_5: 0.3584 (0.3601)  time: 0.4828  data: 0.0138  max mem: 5654
Epoch: [45]  [5700/7393]  eta: 0:13:48  lr: 0.000010  loss: 15.9096 (15.7842)  loss_bbox: 0.1517 (0.1528)  loss_bbox_aux_0: 0.1619 (0.1654)  loss_bbox_aux_1: 0.1516 (0.1580)  loss_bbox_aux_2: 0.1516 (0.1553)  loss_bbox_aux_3: 0.1438 (0.1535)  loss_bbox_aux_4: 0.1511 (0.1528)  loss_bbox_aux_5: 0.2068 (0.2018)  loss_bbox_dn_0: 0.2822 (0.2666)  loss_bbox_dn_1: 0.1905 (0.1962)  loss_bbox_dn_2: 0.1678 (0.1757)  loss_bbox_dn_3: 0.1608 (0.1697)  loss_bbox_dn_4: 0.1588 (0.1684)  loss_bbox_dn_5: 0.1588 (0.1684)  loss_giou: 0.4866 (0.4721)  loss_giou_aux_0: 0.5033 (0.4955)  loss_giou_aux_1: 0.4895 (0.4821)  loss_giou_aux_2: 0.4777 (0.4770)  loss_giou_aux_3: 0.4891 (0.4737)  loss_giou_aux_4: 0.4873 (0.4724)  loss_giou_aux_5: 0.5531 (0.5604)  loss_giou_dn_0: 0.5755 (0.5783)  loss_giou_dn_1: 0.4592 (0.4707)  loss_giou_dn_2: 0.4309 (0.4404)  loss_giou_dn_3: 0.4269 (0.4322)  loss_giou_dn_4: 0.4259 (0.4301)  loss_giou_dn_5: 0.4262 (0.4303)  loss_vfl: 0.6697 (0.6721)  loss_vfl_aux_0: 0.8024 (0.7763)  loss_vfl_aux_1: 0.7381 (0.7263)  loss_vfl_aux_2: 0.7158 (0.6976)  loss_vfl_aux_3: 0.6871 (0.6832)  loss_vfl_aux_4: 0.6796 (0.6757)  loss_vfl_aux_5: 0.7814 (0.7600)  loss_vfl_dn_0: 0.4537 (0.4517)  loss_vfl_dn_1: 0.3845 (0.3864)  loss_vfl_dn_2: 0.3722 (0.3706)  loss_vfl_dn_3: 0.3662 (0.3634)  loss_vfl_dn_4: 0.3631 (0.3609)  loss_vfl_dn_5: 0.3613 (0.3601)  time: 0.4757  data: 0.0150  max mem: 5654
Epoch: [45]  [5800/7393]  eta: 0:12:59  lr: 0.000010  loss: 16.4679 (15.7852)  loss_bbox: 0.1465 (0.1528)  loss_bbox_aux_0: 0.1577 (0.1653)  loss_bbox_aux_1: 0.1492 (0.1580)  loss_bbox_aux_2: 0.1471 (0.1554)  loss_bbox_aux_3: 0.1454 (0.1535)  loss_bbox_aux_4: 0.1448 (0.1528)  loss_bbox_aux_5: 0.1810 (0.2017)  loss_bbox_dn_0: 0.2585 (0.2666)  loss_bbox_dn_1: 0.1852 (0.1962)  loss_bbox_dn_2: 0.1675 (0.1757)  loss_bbox_dn_3: 0.1579 (0.1697)  loss_bbox_dn_4: 0.1563 (0.1684)  loss_bbox_dn_5: 0.1564 (0.1684)  loss_giou: 0.5060 (0.4724)  loss_giou_aux_0: 0.5329 (0.4957)  loss_giou_aux_1: 0.5179 (0.4823)  loss_giou_aux_2: 0.5060 (0.4772)  loss_giou_aux_3: 0.5064 (0.4739)  loss_giou_aux_4: 0.5040 (0.4726)  loss_giou_aux_5: 0.5813 (0.5606)  loss_giou_dn_0: 0.6136 (0.5784)  loss_giou_dn_1: 0.5018 (0.4708)  loss_giou_dn_2: 0.4537 (0.4405)  loss_giou_dn_3: 0.4486 (0.4322)  loss_giou_dn_4: 0.4486 (0.4302)  loss_giou_dn_5: 0.4487 (0.4303)  loss_vfl: 0.6620 (0.6719)  loss_vfl_aux_0: 0.7826 (0.7762)  loss_vfl_aux_1: 0.7157 (0.7262)  loss_vfl_aux_2: 0.7001 (0.6976)  loss_vfl_aux_3: 0.6845 (0.6831)  loss_vfl_aux_4: 0.6612 (0.6756)  loss_vfl_aux_5: 0.7677 (0.7598)  loss_vfl_dn_0: 0.4478 (0.4517)  loss_vfl_dn_1: 0.3811 (0.3864)  loss_vfl_dn_2: 0.3682 (0.3707)  loss_vfl_dn_3: 0.3637 (0.3635)  loss_vfl_dn_4: 0.3605 (0.3609)  loss_vfl_dn_5: 0.3597 (0.3601)  time: 0.4910  data: 0.0140  max mem: 5654
Epoch: [45]  [5900/7393]  eta: 0:12:10  lr: 0.000010  loss: 15.4221 (15.7846)  loss_bbox: 0.1388 (0.1527)  loss_bbox_aux_0: 0.1546 (0.1653)  loss_bbox_aux_1: 0.1428 (0.1579)  loss_bbox_aux_2: 0.1468 (0.1553)  loss_bbox_aux_3: 0.1373 (0.1535)  loss_bbox_aux_4: 0.1359 (0.1528)  loss_bbox_aux_5: 0.1845 (0.2017)  loss_bbox_dn_0: 0.2306 (0.2666)  loss_bbox_dn_1: 0.1729 (0.1962)  loss_bbox_dn_2: 0.1519 (0.1757)  loss_bbox_dn_3: 0.1434 (0.1697)  loss_bbox_dn_4: 0.1418 (0.1683)  loss_bbox_dn_5: 0.1418 (0.1684)  loss_giou: 0.4699 (0.4722)  loss_giou_aux_0: 0.4981 (0.4955)  loss_giou_aux_1: 0.4810 (0.4821)  loss_giou_aux_2: 0.4765 (0.4771)  loss_giou_aux_3: 0.4714 (0.4738)  loss_giou_aux_4: 0.4708 (0.4725)  loss_giou_aux_5: 0.5687 (0.5605)  loss_giou_dn_0: 0.5923 (0.5784)  loss_giou_dn_1: 0.4669 (0.4707)  loss_giou_dn_2: 0.4316 (0.4404)  loss_giou_dn_3: 0.4263 (0.4322)  loss_giou_dn_4: 0.4242 (0.4301)  loss_giou_dn_5: 0.4247 (0.4303)  loss_vfl: 0.6841 (0.6720)  loss_vfl_aux_0: 0.7802 (0.7765)  loss_vfl_aux_1: 0.7367 (0.7264)  loss_vfl_aux_2: 0.6899 (0.6977)  loss_vfl_aux_3: 0.6976 (0.6833)  loss_vfl_aux_4: 0.6811 (0.6757)  loss_vfl_aux_5: 0.7557 (0.7599)  loss_vfl_dn_0: 0.4454 (0.4517)  loss_vfl_dn_1: 0.3844 (0.3864)  loss_vfl_dn_2: 0.3677 (0.3706)  loss_vfl_dn_3: 0.3626 (0.3634)  loss_vfl_dn_4: 0.3591 (0.3609)  loss_vfl_dn_5: 0.3577 (0.3601)  time: 0.4859  data: 0.0142  max mem: 5654
Epoch: [45]  [6000/7393]  eta: 0:11:21  lr: 0.000010  loss: 15.8936 (15.7848)  loss_bbox: 0.1564 (0.1528)  loss_bbox_aux_0: 0.1627 (0.1654)  loss_bbox_aux_1: 0.1630 (0.1580)  loss_bbox_aux_2: 0.1487 (0.1554)  loss_bbox_aux_3: 0.1601 (0.1535)  loss_bbox_aux_4: 0.1576 (0.1528)  loss_bbox_aux_5: 0.2021 (0.2019)  loss_bbox_dn_0: 0.2736 (0.2669)  loss_bbox_dn_1: 0.1902 (0.1964)  loss_bbox_dn_2: 0.1706 (0.1759)  loss_bbox_dn_3: 0.1681 (0.1699)  loss_bbox_dn_4: 0.1678 (0.1685)  loss_bbox_dn_5: 0.1678 (0.1685)  loss_giou: 0.4801 (0.4719)  loss_giou_aux_0: 0.4833 (0.4952)  loss_giou_aux_1: 0.4991 (0.4818)  loss_giou_aux_2: 0.4864 (0.4767)  loss_giou_aux_3: 0.4787 (0.4734)  loss_giou_aux_4: 0.4793 (0.4721)  loss_giou_aux_5: 0.5777 (0.5602)  loss_giou_dn_0: 0.5855 (0.5782)  loss_giou_dn_1: 0.4736 (0.4705)  loss_giou_dn_2: 0.4442 (0.4402)  loss_giou_dn_3: 0.4393 (0.4319)  loss_giou_dn_4: 0.4391 (0.4298)  loss_giou_dn_5: 0.4393 (0.4300)  loss_vfl: 0.6965 (0.6723)  loss_vfl_aux_0: 0.7859 (0.7769)  loss_vfl_aux_1: 0.7442 (0.7268)  loss_vfl_aux_2: 0.7114 (0.6981)  loss_vfl_aux_3: 0.7056 (0.6836)  loss_vfl_aux_4: 0.6982 (0.6760)  loss_vfl_aux_5: 0.7607 (0.7601)  loss_vfl_dn_0: 0.4558 (0.4517)  loss_vfl_dn_1: 0.3851 (0.3864)  loss_vfl_dn_2: 0.3695 (0.3706)  loss_vfl_dn_3: 0.3621 (0.3634)  loss_vfl_dn_4: 0.3592 (0.3609)  loss_vfl_dn_5: 0.3593 (0.3601)  time: 0.4770  data: 0.0139  max mem: 5654
Epoch: [45]  [6100/7393]  eta: 0:10:32  lr: 0.000010  loss: 15.4828 (15.7803)  loss_bbox: 0.1529 (0.1528)  loss_bbox_aux_0: 0.1645 (0.1654)  loss_bbox_aux_1: 0.1525 (0.1580)  loss_bbox_aux_2: 0.1522 (0.1554)  loss_bbox_aux_3: 0.1524 (0.1535)  loss_bbox_aux_4: 0.1515 (0.1528)  loss_bbox_aux_5: 0.1990 (0.2019)  loss_bbox_dn_0: 0.2448 (0.2668)  loss_bbox_dn_1: 0.1774 (0.1963)  loss_bbox_dn_2: 0.1567 (0.1758)  loss_bbox_dn_3: 0.1538 (0.1698)  loss_bbox_dn_4: 0.1532 (0.1684)  loss_bbox_dn_5: 0.1532 (0.1684)  loss_giou: 0.4427 (0.4718)  loss_giou_aux_0: 0.4528 (0.4951)  loss_giou_aux_1: 0.4436 (0.4817)  loss_giou_aux_2: 0.4456 (0.4766)  loss_giou_aux_3: 0.4432 (0.4733)  loss_giou_aux_4: 0.4426 (0.4720)  loss_giou_aux_5: 0.5278 (0.5601)  loss_giou_dn_0: 0.5565 (0.5780)  loss_giou_dn_1: 0.4597 (0.4703)  loss_giou_dn_2: 0.4306 (0.4400)  loss_giou_dn_3: 0.4190 (0.4318)  loss_giou_dn_4: 0.4183 (0.4297)  loss_giou_dn_5: 0.4185 (0.4299)  loss_vfl: 0.6779 (0.6720)  loss_vfl_aux_0: 0.7426 (0.7765)  loss_vfl_aux_1: 0.7084 (0.7266)  loss_vfl_aux_2: 0.6808 (0.6979)  loss_vfl_aux_3: 0.6767 (0.6834)  loss_vfl_aux_4: 0.6748 (0.6758)  loss_vfl_aux_5: 0.7309 (0.7597)  loss_vfl_dn_0: 0.4519 (0.4517)  loss_vfl_dn_1: 0.3872 (0.3863)  loss_vfl_dn_2: 0.3754 (0.3706)  loss_vfl_dn_3: 0.3698 (0.3634)  loss_vfl_dn_4: 0.3674 (0.3608)  loss_vfl_dn_5: 0.3659 (0.3600)  time: 0.4769  data: 0.0139  max mem: 5654
Epoch: [45]  [6200/7393]  eta: 0:09:43  lr: 0.000010  loss: 16.1144 (15.7834)  loss_bbox: 0.1581 (0.1528)  loss_bbox_aux_0: 0.1590 (0.1654)  loss_bbox_aux_1: 0.1526 (0.1580)  loss_bbox_aux_2: 0.1559 (0.1554)  loss_bbox_aux_3: 0.1560 (0.1535)  loss_bbox_aux_4: 0.1581 (0.1528)  loss_bbox_aux_5: 0.2053 (0.2019)  loss_bbox_dn_0: 0.2606 (0.2667)  loss_bbox_dn_1: 0.1968 (0.1962)  loss_bbox_dn_2: 0.1776 (0.1758)  loss_bbox_dn_3: 0.1709 (0.1698)  loss_bbox_dn_4: 0.1691 (0.1684)  loss_bbox_dn_5: 0.1688 (0.1684)  loss_giou: 0.4435 (0.4720)  loss_giou_aux_0: 0.4638 (0.4954)  loss_giou_aux_1: 0.4457 (0.4819)  loss_giou_aux_2: 0.4510 (0.4769)  loss_giou_aux_3: 0.4486 (0.4735)  loss_giou_aux_4: 0.4491 (0.4723)  loss_giou_aux_5: 0.5332 (0.5603)  loss_giou_dn_0: 0.5870 (0.5781)  loss_giou_dn_1: 0.4761 (0.4705)  loss_giou_dn_2: 0.4439 (0.4402)  loss_giou_dn_3: 0.4380 (0.4320)  loss_giou_dn_4: 0.4386 (0.4299)  loss_giou_dn_5: 0.4391 (0.4301)  loss_vfl: 0.6532 (0.6722)  loss_vfl_aux_0: 0.7515 (0.7765)  loss_vfl_aux_1: 0.7096 (0.7267)  loss_vfl_aux_2: 0.6821 (0.6979)  loss_vfl_aux_3: 0.6715 (0.6836)  loss_vfl_aux_4: 0.6619 (0.6759)  loss_vfl_aux_5: 0.7474 (0.7597)  loss_vfl_dn_0: 0.4541 (0.4516)  loss_vfl_dn_1: 0.3907 (0.3863)  loss_vfl_dn_2: 0.3735 (0.3706)  loss_vfl_dn_3: 0.3652 (0.3634)  loss_vfl_dn_4: 0.3620 (0.3608)  loss_vfl_dn_5: 0.3605 (0.3600)  time: 0.4924  data: 0.0137  max mem: 5654
Epoch: [45]  [6300/7393]  eta: 0:08:55  lr: 0.000010  loss: 15.8529 (15.7854)  loss_bbox: 0.1490 (0.1528)  loss_bbox_aux_0: 0.1598 (0.1654)  loss_bbox_aux_1: 0.1472 (0.1581)  loss_bbox_aux_2: 0.1492 (0.1555)  loss_bbox_aux_3: 0.1481 (0.1535)  loss_bbox_aux_4: 0.1497 (0.1529)  loss_bbox_aux_5: 0.1967 (0.2019)  loss_bbox_dn_0: 0.2367 (0.2666)  loss_bbox_dn_1: 0.1663 (0.1961)  loss_bbox_dn_2: 0.1521 (0.1757)  loss_bbox_dn_3: 0.1496 (0.1697)  loss_bbox_dn_4: 0.1486 (0.1684)  loss_bbox_dn_5: 0.1487 (0.1684)  loss_giou: 0.5063 (0.4724)  loss_giou_aux_0: 0.5227 (0.4957)  loss_giou_aux_1: 0.5199 (0.4822)  loss_giou_aux_2: 0.5020 (0.4772)  loss_giou_aux_3: 0.4963 (0.4739)  loss_giou_aux_4: 0.5061 (0.4726)  loss_giou_aux_5: 0.5691 (0.5606)  loss_giou_dn_0: 0.5685 (0.5783)  loss_giou_dn_1: 0.4844 (0.4707)  loss_giou_dn_2: 0.4545 (0.4404)  loss_giou_dn_3: 0.4460 (0.4321)  loss_giou_dn_4: 0.4454 (0.4301)  loss_giou_dn_5: 0.4457 (0.4302)  loss_vfl: 0.6539 (0.6720)  loss_vfl_aux_0: 0.7726 (0.7764)  loss_vfl_aux_1: 0.7077 (0.7266)  loss_vfl_aux_2: 0.6669 (0.6977)  loss_vfl_aux_3: 0.6650 (0.6834)  loss_vfl_aux_4: 0.6538 (0.6757)  loss_vfl_aux_5: 0.7521 (0.7596)  loss_vfl_dn_0: 0.4475 (0.4516)  loss_vfl_dn_1: 0.3760 (0.3863)  loss_vfl_dn_2: 0.3638 (0.3705)  loss_vfl_dn_3: 0.3526 (0.3634)  loss_vfl_dn_4: 0.3505 (0.3608)  loss_vfl_dn_5: 0.3491 (0.3600)  time: 0.4757  data: 0.0141  max mem: 5654
Epoch: [45]  [6400/7393]  eta: 0:08:06  lr: 0.000010  loss: 15.7456 (15.7889)  loss_bbox: 0.1643 (0.1529)  loss_bbox_aux_0: 0.1564 (0.1655)  loss_bbox_aux_1: 0.1596 (0.1581)  loss_bbox_aux_2: 0.1600 (0.1555)  loss_bbox_aux_3: 0.1526 (0.1536)  loss_bbox_aux_4: 0.1600 (0.1529)  loss_bbox_aux_5: 0.2003 (0.2020)  loss_bbox_dn_0: 0.2507 (0.2668)  loss_bbox_dn_1: 0.1882 (0.1962)  loss_bbox_dn_2: 0.1548 (0.1758)  loss_bbox_dn_3: 0.1503 (0.1698)  loss_bbox_dn_4: 0.1525 (0.1685)  loss_bbox_dn_5: 0.1522 (0.1685)  loss_giou: 0.4646 (0.4725)  loss_giou_aux_0: 0.5028 (0.4958)  loss_giou_aux_1: 0.4863 (0.4823)  loss_giou_aux_2: 0.4727 (0.4773)  loss_giou_aux_3: 0.4673 (0.4740)  loss_giou_aux_4: 0.4653 (0.4727)  loss_giou_aux_5: 0.5628 (0.5606)  loss_giou_dn_0: 0.5768 (0.5784)  loss_giou_dn_1: 0.4612 (0.4708)  loss_giou_dn_2: 0.4327 (0.4405)  loss_giou_dn_3: 0.4249 (0.4322)  loss_giou_dn_4: 0.4223 (0.4302)  loss_giou_dn_5: 0.4223 (0.4304)  loss_vfl: 0.7020 (0.6722)  loss_vfl_aux_0: 0.7996 (0.7765)  loss_vfl_aux_1: 0.7455 (0.7267)  loss_vfl_aux_2: 0.7296 (0.6979)  loss_vfl_aux_3: 0.7003 (0.6836)  loss_vfl_aux_4: 0.7021 (0.6759)  loss_vfl_aux_5: 0.7912 (0.7597)  loss_vfl_dn_0: 0.4599 (0.4516)  loss_vfl_dn_1: 0.3919 (0.3864)  loss_vfl_dn_2: 0.3757 (0.3706)  loss_vfl_dn_3: 0.3694 (0.3634)  loss_vfl_dn_4: 0.3678 (0.3608)  loss_vfl_dn_5: 0.3674 (0.3600)  time: 0.4830  data: 0.0134  max mem: 5654
Epoch: [45]  [6500/7393]  eta: 0:07:16  lr: 0.000010  loss: 15.8421 (15.7921)  loss_bbox: 0.1627 (0.1530)  loss_bbox_aux_0: 0.1732 (0.1655)  loss_bbox_aux_1: 0.1609 (0.1582)  loss_bbox_aux_2: 0.1613 (0.1556)  loss_bbox_aux_3: 0.1606 (0.1536)  loss_bbox_aux_4: 0.1619 (0.1530)  loss_bbox_aux_5: 0.1982 (0.2020)  loss_bbox_dn_0: 0.2614 (0.2668)  loss_bbox_dn_1: 0.1902 (0.1963)  loss_bbox_dn_2: 0.1654 (0.1759)  loss_bbox_dn_3: 0.1533 (0.1699)  loss_bbox_dn_4: 0.1526 (0.1685)  loss_bbox_dn_5: 0.1526 (0.1685)  loss_giou: 0.4517 (0.4727)  loss_giou_aux_0: 0.4793 (0.4959)  loss_giou_aux_1: 0.4632 (0.4825)  loss_giou_aux_2: 0.4557 (0.4775)  loss_giou_aux_3: 0.4543 (0.4741)  loss_giou_aux_4: 0.4517 (0.4729)  loss_giou_aux_5: 0.5380 (0.5608)  loss_giou_dn_0: 0.5890 (0.5785)  loss_giou_dn_1: 0.4808 (0.4709)  loss_giou_dn_2: 0.4479 (0.4406)  loss_giou_dn_3: 0.4349 (0.4324)  loss_giou_dn_4: 0.4339 (0.4303)  loss_giou_dn_5: 0.4338 (0.4305)  loss_vfl: 0.6601 (0.6723)  loss_vfl_aux_0: 0.7536 (0.7766)  loss_vfl_aux_1: 0.6946 (0.7268)  loss_vfl_aux_2: 0.6796 (0.6980)  loss_vfl_aux_3: 0.6690 (0.6838)  loss_vfl_aux_4: 0.6617 (0.6760)  loss_vfl_aux_5: 0.7341 (0.7596)  loss_vfl_dn_0: 0.4504 (0.4516)  loss_vfl_dn_1: 0.3855 (0.3864)  loss_vfl_dn_2: 0.3687 (0.3706)  loss_vfl_dn_3: 0.3631 (0.3634)  loss_vfl_dn_4: 0.3606 (0.3608)  loss_vfl_dn_5: 0.3589 (0.3600)  time: 0.4914  data: 0.0138  max mem: 5654
Epoch: [45]  [6600/7393]  eta: 0:06:27  lr: 0.000010  loss: 15.0331 (15.7916)  loss_bbox: 0.1414 (0.1529)  loss_bbox_aux_0: 0.1527 (0.1654)  loss_bbox_aux_1: 0.1487 (0.1581)  loss_bbox_aux_2: 0.1445 (0.1555)  loss_bbox_aux_3: 0.1436 (0.1536)  loss_bbox_aux_4: 0.1429 (0.1529)  loss_bbox_aux_5: 0.1985 (0.2019)  loss_bbox_dn_0: 0.2538 (0.2667)  loss_bbox_dn_1: 0.1871 (0.1963)  loss_bbox_dn_2: 0.1630 (0.1759)  loss_bbox_dn_3: 0.1552 (0.1699)  loss_bbox_dn_4: 0.1556 (0.1685)  loss_bbox_dn_5: 0.1556 (0.1685)  loss_giou: 0.4232 (0.4727)  loss_giou_aux_0: 0.4572 (0.4960)  loss_giou_aux_1: 0.4397 (0.4826)  loss_giou_aux_2: 0.4321 (0.4775)  loss_giou_aux_3: 0.4255 (0.4742)  loss_giou_aux_4: 0.4232 (0.4730)  loss_giou_aux_5: 0.5173 (0.5608)  loss_giou_dn_0: 0.5575 (0.5785)  loss_giou_dn_1: 0.4361 (0.4709)  loss_giou_dn_2: 0.4134 (0.4407)  loss_giou_dn_3: 0.4044 (0.4324)  loss_giou_dn_4: 0.4003 (0.4303)  loss_giou_dn_5: 0.4002 (0.4305)  loss_vfl: 0.6495 (0.6722)  loss_vfl_aux_0: 0.7389 (0.7764)  loss_vfl_aux_1: 0.6718 (0.7267)  loss_vfl_aux_2: 0.6585 (0.6979)  loss_vfl_aux_3: 0.6510 (0.6837)  loss_vfl_aux_4: 0.6516 (0.6760)  loss_vfl_aux_5: 0.7162 (0.7596)  loss_vfl_dn_0: 0.4445 (0.4516)  loss_vfl_dn_1: 0.3771 (0.3863)  loss_vfl_dn_2: 0.3623 (0.3706)  loss_vfl_dn_3: 0.3574 (0.3634)  loss_vfl_dn_4: 0.3567 (0.3608)  loss_vfl_dn_5: 0.3544 (0.3600)  time: 0.4864  data: 0.0140  max mem: 5654
Epoch: [45]  [6700/7393]  eta: 0:05:38  lr: 0.000010  loss: 16.0628 (15.7936)  loss_bbox: 0.1551 (0.1530)  loss_bbox_aux_0: 0.1733 (0.1656)  loss_bbox_aux_1: 0.1641 (0.1582)  loss_bbox_aux_2: 0.1588 (0.1556)  loss_bbox_aux_3: 0.1546 (0.1537)  loss_bbox_aux_4: 0.1574 (0.1530)  loss_bbox_aux_5: 0.2041 (0.2021)  loss_bbox_dn_0: 0.2680 (0.2669)  loss_bbox_dn_1: 0.1877 (0.1964)  loss_bbox_dn_2: 0.1664 (0.1760)  loss_bbox_dn_3: 0.1593 (0.1700)  loss_bbox_dn_4: 0.1579 (0.1686)  loss_bbox_dn_5: 0.1579 (0.1687)  loss_giou: 0.4614 (0.4727)  loss_giou_aux_0: 0.4805 (0.4960)  loss_giou_aux_1: 0.4669 (0.4825)  loss_giou_aux_2: 0.4675 (0.4775)  loss_giou_aux_3: 0.4616 (0.4742)  loss_giou_aux_4: 0.4611 (0.4730)  loss_giou_aux_5: 0.5472 (0.5608)  loss_giou_dn_0: 0.5812 (0.5786)  loss_giou_dn_1: 0.4749 (0.4710)  loss_giou_dn_2: 0.4458 (0.4407)  loss_giou_dn_3: 0.4415 (0.4325)  loss_giou_dn_4: 0.4423 (0.4304)  loss_giou_dn_5: 0.4428 (0.4306)  loss_vfl: 0.6741 (0.6723)  loss_vfl_aux_0: 0.7740 (0.7764)  loss_vfl_aux_1: 0.7358 (0.7267)  loss_vfl_aux_2: 0.7109 (0.6980)  loss_vfl_aux_3: 0.6866 (0.6838)  loss_vfl_aux_4: 0.6811 (0.6760)  loss_vfl_aux_5: 0.7660 (0.7595)  loss_vfl_dn_0: 0.4573 (0.4516)  loss_vfl_dn_1: 0.3904 (0.3863)  loss_vfl_dn_2: 0.3743 (0.3706)  loss_vfl_dn_3: 0.3673 (0.3634)  loss_vfl_dn_4: 0.3646 (0.3608)  loss_vfl_dn_5: 0.3655 (0.3600)  time: 0.4785  data: 0.0140  max mem: 5654
Epoch: [45]  [6800/7393]  eta: 0:04:50  lr: 0.000010  loss: 15.1143 (15.7894)  loss_bbox: 0.1327 (0.1530)  loss_bbox_aux_0: 0.1498 (0.1655)  loss_bbox_aux_1: 0.1407 (0.1582)  loss_bbox_aux_2: 0.1397 (0.1556)  loss_bbox_aux_3: 0.1358 (0.1536)  loss_bbox_aux_4: 0.1355 (0.1530)  loss_bbox_aux_5: 0.1770 (0.2021)  loss_bbox_dn_0: 0.2413 (0.2669)  loss_bbox_dn_1: 0.1771 (0.1964)  loss_bbox_dn_2: 0.1573 (0.1759)  loss_bbox_dn_3: 0.1513 (0.1700)  loss_bbox_dn_4: 0.1512 (0.1686)  loss_bbox_dn_5: 0.1512 (0.1686)  loss_giou: 0.4170 (0.4724)  loss_giou_aux_0: 0.4614 (0.4957)  loss_giou_aux_1: 0.4313 (0.4822)  loss_giou_aux_2: 0.4312 (0.4772)  loss_giou_aux_3: 0.4280 (0.4738)  loss_giou_aux_4: 0.4164 (0.4726)  loss_giou_aux_5: 0.5208 (0.5605)  loss_giou_dn_0: 0.5575 (0.5784)  loss_giou_dn_1: 0.4598 (0.4708)  loss_giou_dn_2: 0.4204 (0.4404)  loss_giou_dn_3: 0.4118 (0.4322)  loss_giou_dn_4: 0.4099 (0.4301)  loss_giou_dn_5: 0.4102 (0.4303)  loss_vfl: 0.6931 (0.6723)  loss_vfl_aux_0: 0.7460 (0.7764)  loss_vfl_aux_1: 0.7266 (0.7267)  loss_vfl_aux_2: 0.7020 (0.6980)  loss_vfl_aux_3: 0.6938 (0.6839)  loss_vfl_aux_4: 0.7024 (0.6760)  loss_vfl_aux_5: 0.7421 (0.7596)  loss_vfl_dn_0: 0.4464 (0.4515)  loss_vfl_dn_1: 0.3877 (0.3863)  loss_vfl_dn_2: 0.3742 (0.3705)  loss_vfl_dn_3: 0.3590 (0.3633)  loss_vfl_dn_4: 0.3555 (0.3607)  loss_vfl_dn_5: 0.3547 (0.3600)  time: 0.4784  data: 0.0136  max mem: 5654
Epoch: [45]  [6900/7393]  eta: 0:04:01  lr: 0.000010  loss: 16.0172 (15.7882)  loss_bbox: 0.1503 (0.1530)  loss_bbox_aux_0: 0.1642 (0.1656)  loss_bbox_aux_1: 0.1546 (0.1582)  loss_bbox_aux_2: 0.1516 (0.1556)  loss_bbox_aux_3: 0.1605 (0.1537)  loss_bbox_aux_4: 0.1511 (0.1530)  loss_bbox_aux_5: 0.1957 (0.2021)  loss_bbox_dn_0: 0.2548 (0.2670)  loss_bbox_dn_1: 0.1899 (0.1964)  loss_bbox_dn_2: 0.1661 (0.1760)  loss_bbox_dn_3: 0.1620 (0.1700)  loss_bbox_dn_4: 0.1601 (0.1687)  loss_bbox_dn_5: 0.1601 (0.1687)  loss_giou: 0.4670 (0.4723)  loss_giou_aux_0: 0.4884 (0.4956)  loss_giou_aux_1: 0.4757 (0.4821)  loss_giou_aux_2: 0.4680 (0.4770)  loss_giou_aux_3: 0.4699 (0.4737)  loss_giou_aux_4: 0.4668 (0.4725)  loss_giou_aux_5: 0.5501 (0.5604)  loss_giou_dn_0: 0.5753 (0.5782)  loss_giou_dn_1: 0.4739 (0.4706)  loss_giou_dn_2: 0.4472 (0.4403)  loss_giou_dn_3: 0.4400 (0.4321)  loss_giou_dn_4: 0.4396 (0.4300)  loss_giou_dn_5: 0.4399 (0.4302)  loss_vfl: 0.6690 (0.6723)  loss_vfl_aux_0: 0.7658 (0.7764)  loss_vfl_aux_1: 0.7149 (0.7267)  loss_vfl_aux_2: 0.6966 (0.6981)  loss_vfl_aux_3: 0.6838 (0.6838)  loss_vfl_aux_4: 0.6762 (0.6760)  loss_vfl_aux_5: 0.7369 (0.7596)  loss_vfl_dn_0: 0.4467 (0.4515)  loss_vfl_dn_1: 0.3867 (0.3862)  loss_vfl_dn_2: 0.3695 (0.3705)  loss_vfl_dn_3: 0.3630 (0.3633)  loss_vfl_dn_4: 0.3603 (0.3607)  loss_vfl_dn_5: 0.3597 (0.3599)  time: 0.4786  data: 0.0136  max mem: 5654
Epoch: [45]  [7000/7393]  eta: 0:03:12  lr: 0.000010  loss: 16.0506 (15.7900)  loss_bbox: 0.1464 (0.1530)  loss_bbox_aux_0: 0.1590 (0.1656)  loss_bbox_aux_1: 0.1583 (0.1583)  loss_bbox_aux_2: 0.1535 (0.1556)  loss_bbox_aux_3: 0.1518 (0.1537)  loss_bbox_aux_4: 0.1465 (0.1531)  loss_bbox_aux_5: 0.1927 (0.2021)  loss_bbox_dn_0: 0.2593 (0.2670)  loss_bbox_dn_1: 0.1894 (0.1965)  loss_bbox_dn_2: 0.1694 (0.1760)  loss_bbox_dn_3: 0.1643 (0.1701)  loss_bbox_dn_4: 0.1625 (0.1687)  loss_bbox_dn_5: 0.1625 (0.1687)  loss_giou: 0.4801 (0.4723)  loss_giou_aux_0: 0.5086 (0.4956)  loss_giou_aux_1: 0.4947 (0.4822)  loss_giou_aux_2: 0.4828 (0.4771)  loss_giou_aux_3: 0.4782 (0.4737)  loss_giou_aux_4: 0.4818 (0.4725)  loss_giou_aux_5: 0.5680 (0.5604)  loss_giou_dn_0: 0.5914 (0.5782)  loss_giou_dn_1: 0.4784 (0.4706)  loss_giou_dn_2: 0.4533 (0.4403)  loss_giou_dn_3: 0.4413 (0.4321)  loss_giou_dn_4: 0.4389 (0.4300)  loss_giou_dn_5: 0.4397 (0.4302)  loss_vfl: 0.6742 (0.6725)  loss_vfl_aux_0: 0.7577 (0.7765)  loss_vfl_aux_1: 0.7134 (0.7267)  loss_vfl_aux_2: 0.6994 (0.6982)  loss_vfl_aux_3: 0.6920 (0.6840)  loss_vfl_aux_4: 0.6834 (0.6763)  loss_vfl_aux_5: 0.7454 (0.7598)  loss_vfl_dn_0: 0.4571 (0.4516)  loss_vfl_dn_1: 0.3952 (0.3863)  loss_vfl_dn_2: 0.3805 (0.3705)  loss_vfl_dn_3: 0.3704 (0.3633)  loss_vfl_dn_4: 0.3672 (0.3607)  loss_vfl_dn_5: 0.3669 (0.3600)  time: 0.4824  data: 0.0137  max mem: 5654
Epoch: [45]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 15.5710 (15.7887)  loss_bbox: 0.1565 (0.1531)  loss_bbox_aux_0: 0.1615 (0.1657)  loss_bbox_aux_1: 0.1518 (0.1584)  loss_bbox_aux_2: 0.1578 (0.1556)  loss_bbox_aux_3: 0.1523 (0.1537)  loss_bbox_aux_4: 0.1514 (0.1531)  loss_bbox_aux_5: 0.1929 (0.2022)  loss_bbox_dn_0: 0.2444 (0.2671)  loss_bbox_dn_1: 0.1737 (0.1965)  loss_bbox_dn_2: 0.1509 (0.1761)  loss_bbox_dn_3: 0.1481 (0.1701)  loss_bbox_dn_4: 0.1476 (0.1687)  loss_bbox_dn_5: 0.1476 (0.1688)  loss_giou: 0.4525 (0.4722)  loss_giou_aux_0: 0.4744 (0.4955)  loss_giou_aux_1: 0.4672 (0.4821)  loss_giou_aux_2: 0.4627 (0.4770)  loss_giou_aux_3: 0.4529 (0.4736)  loss_giou_aux_4: 0.4521 (0.4724)  loss_giou_aux_5: 0.5429 (0.5602)  loss_giou_dn_0: 0.5855 (0.5781)  loss_giou_dn_1: 0.4568 (0.4705)  loss_giou_dn_2: 0.4366 (0.4402)  loss_giou_dn_3: 0.4290 (0.4320)  loss_giou_dn_4: 0.4256 (0.4299)  loss_giou_dn_5: 0.4259 (0.4301)  loss_vfl: 0.6579 (0.6725)  loss_vfl_aux_0: 0.7497 (0.7764)  loss_vfl_aux_1: 0.6957 (0.7266)  loss_vfl_aux_2: 0.6830 (0.6981)  loss_vfl_aux_3: 0.6704 (0.6839)  loss_vfl_aux_4: 0.6671 (0.6762)  loss_vfl_aux_5: 0.7605 (0.7598)  loss_vfl_dn_0: 0.4454 (0.4515)  loss_vfl_dn_1: 0.3891 (0.3863)  loss_vfl_dn_2: 0.3742 (0.3705)  loss_vfl_dn_3: 0.3676 (0.3633)  loss_vfl_dn_4: 0.3628 (0.3607)  loss_vfl_dn_5: 0.3638 (0.3599)  time: 0.4880  data: 0.0146  max mem: 5654
Epoch: [45]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 16.2078 (15.7894)  loss_bbox: 0.1545 (0.1531)  loss_bbox_aux_0: 0.1711 (0.1657)  loss_bbox_aux_1: 0.1523 (0.1584)  loss_bbox_aux_2: 0.1547 (0.1557)  loss_bbox_aux_3: 0.1572 (0.1538)  loss_bbox_aux_4: 0.1527 (0.1531)  loss_bbox_aux_5: 0.2082 (0.2022)  loss_bbox_dn_0: 0.2707 (0.2671)  loss_bbox_dn_1: 0.2016 (0.1965)  loss_bbox_dn_2: 0.1756 (0.1761)  loss_bbox_dn_3: 0.1676 (0.1701)  loss_bbox_dn_4: 0.1657 (0.1688)  loss_bbox_dn_5: 0.1658 (0.1688)  loss_giou: 0.4557 (0.4722)  loss_giou_aux_0: 0.4844 (0.4956)  loss_giou_aux_1: 0.4656 (0.4822)  loss_giou_aux_2: 0.4665 (0.4771)  loss_giou_aux_3: 0.4631 (0.4737)  loss_giou_aux_4: 0.4567 (0.4725)  loss_giou_aux_5: 0.5607 (0.5603)  loss_giou_dn_0: 0.5769 (0.5780)  loss_giou_dn_1: 0.4737 (0.4705)  loss_giou_dn_2: 0.4479 (0.4402)  loss_giou_dn_3: 0.4408 (0.4320)  loss_giou_dn_4: 0.4387 (0.4299)  loss_giou_dn_5: 0.4389 (0.4301)  loss_vfl: 0.6595 (0.6724)  loss_vfl_aux_0: 0.7541 (0.7765)  loss_vfl_aux_1: 0.7425 (0.7265)  loss_vfl_aux_2: 0.6995 (0.6980)  loss_vfl_aux_3: 0.6787 (0.6838)  loss_vfl_aux_4: 0.6671 (0.6762)  loss_vfl_aux_5: 0.7616 (0.7598)  loss_vfl_dn_0: 0.4533 (0.4516)  loss_vfl_dn_1: 0.3872 (0.3863)  loss_vfl_dn_2: 0.3734 (0.3705)  loss_vfl_dn_3: 0.3672 (0.3633)  loss_vfl_dn_4: 0.3645 (0.3607)  loss_vfl_dn_5: 0.3620 (0.3600)  time: 0.4646  data: 0.0141  max mem: 5654
Epoch: [45]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.5585 (15.7891)  loss_bbox: 0.1507 (0.1531)  loss_bbox_aux_0: 0.1776 (0.1658)  loss_bbox_aux_1: 0.1618 (0.1584)  loss_bbox_aux_2: 0.1587 (0.1557)  loss_bbox_aux_3: 0.1531 (0.1538)  loss_bbox_aux_4: 0.1524 (0.1531)  loss_bbox_aux_5: 0.2141 (0.2022)  loss_bbox_dn_0: 0.2623 (0.2672)  loss_bbox_dn_1: 0.1867 (0.1966)  loss_bbox_dn_2: 0.1693 (0.1761)  loss_bbox_dn_3: 0.1669 (0.1702)  loss_bbox_dn_4: 0.1664 (0.1688)  loss_bbox_dn_5: 0.1664 (0.1688)  loss_giou: 0.4028 (0.4721)  loss_giou_aux_0: 0.4387 (0.4955)  loss_giou_aux_1: 0.4211 (0.4821)  loss_giou_aux_2: 0.4169 (0.4769)  loss_giou_aux_3: 0.4108 (0.4736)  loss_giou_aux_4: 0.4060 (0.4723)  loss_giou_aux_5: 0.5141 (0.5602)  loss_giou_dn_0: 0.5669 (0.5780)  loss_giou_dn_1: 0.4463 (0.4704)  loss_giou_dn_2: 0.4141 (0.4402)  loss_giou_dn_3: 0.4042 (0.4319)  loss_giou_dn_4: 0.4000 (0.4299)  loss_giou_dn_5: 0.4002 (0.4301)  loss_vfl: 0.6713 (0.6725)  loss_vfl_aux_0: 0.7822 (0.7766)  loss_vfl_aux_1: 0.7286 (0.7267)  loss_vfl_aux_2: 0.7089 (0.6981)  loss_vfl_aux_3: 0.6873 (0.6839)  loss_vfl_aux_4: 0.6779 (0.6763)  loss_vfl_aux_5: 0.7555 (0.7599)  loss_vfl_dn_0: 0.4459 (0.4516)  loss_vfl_dn_1: 0.3803 (0.3863)  loss_vfl_dn_2: 0.3639 (0.3705)  loss_vfl_dn_3: 0.3558 (0.3633)  loss_vfl_dn_4: 0.3526 (0.3607)  loss_vfl_dn_5: 0.3516 (0.3599)  time: 0.4767  data: 0.0136  max mem: 5654
Epoch: [45]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.9843 (15.7881)  loss_bbox: 0.1513 (0.1531)  loss_bbox_aux_0: 0.1723 (0.1658)  loss_bbox_aux_1: 0.1531 (0.1584)  loss_bbox_aux_2: 0.1513 (0.1557)  loss_bbox_aux_3: 0.1602 (0.1538)  loss_bbox_aux_4: 0.1506 (0.1532)  loss_bbox_aux_5: 0.2100 (0.2023)  loss_bbox_dn_0: 0.2899 (0.2672)  loss_bbox_dn_1: 0.1874 (0.1966)  loss_bbox_dn_2: 0.1644 (0.1761)  loss_bbox_dn_3: 0.1639 (0.1701)  loss_bbox_dn_4: 0.1675 (0.1688)  loss_bbox_dn_5: 0.1677 (0.1688)  loss_giou: 0.4618 (0.4720)  loss_giou_aux_0: 0.4661 (0.4953)  loss_giou_aux_1: 0.4631 (0.4819)  loss_giou_aux_2: 0.4555 (0.4768)  loss_giou_aux_3: 0.4611 (0.4735)  loss_giou_aux_4: 0.4616 (0.4722)  loss_giou_aux_5: 0.5470 (0.5601)  loss_giou_dn_0: 0.5775 (0.5780)  loss_giou_dn_1: 0.4663 (0.4704)  loss_giou_dn_2: 0.4329 (0.4401)  loss_giou_dn_3: 0.4192 (0.4319)  loss_giou_dn_4: 0.4167 (0.4298)  loss_giou_dn_5: 0.4171 (0.4300)  loss_vfl: 0.6698 (0.6725)  loss_vfl_aux_0: 0.7570 (0.7766)  loss_vfl_aux_1: 0.7043 (0.7268)  loss_vfl_aux_2: 0.6783 (0.6981)  loss_vfl_aux_3: 0.6671 (0.6839)  loss_vfl_aux_4: 0.6616 (0.6763)  loss_vfl_aux_5: 0.7423 (0.7599)  loss_vfl_dn_0: 0.4476 (0.4516)  loss_vfl_dn_1: 0.3869 (0.3863)  loss_vfl_dn_2: 0.3732 (0.3705)  loss_vfl_dn_3: 0.3640 (0.3633)  loss_vfl_dn_4: 0.3637 (0.3607)  loss_vfl_dn_5: 0.3631 (0.3599)  time: 0.4770  data: 0.0138  max mem: 5654
Epoch: [45] Total time: 1:00:16 (0.4892 s / it)
Averaged stats: lr: 0.000010  loss: 15.9843 (15.7881)  loss_bbox: 0.1513 (0.1531)  loss_bbox_aux_0: 0.1723 (0.1658)  loss_bbox_aux_1: 0.1531 (0.1584)  loss_bbox_aux_2: 0.1513 (0.1557)  loss_bbox_aux_3: 0.1602 (0.1538)  loss_bbox_aux_4: 0.1506 (0.1532)  loss_bbox_aux_5: 0.2100 (0.2023)  loss_bbox_dn_0: 0.2899 (0.2672)  loss_bbox_dn_1: 0.1874 (0.1966)  loss_bbox_dn_2: 0.1644 (0.1761)  loss_bbox_dn_3: 0.1639 (0.1701)  loss_bbox_dn_4: 0.1675 (0.1688)  loss_bbox_dn_5: 0.1677 (0.1688)  loss_giou: 0.4618 (0.4720)  loss_giou_aux_0: 0.4661 (0.4953)  loss_giou_aux_1: 0.4631 (0.4819)  loss_giou_aux_2: 0.4555 (0.4768)  loss_giou_aux_3: 0.4611 (0.4735)  loss_giou_aux_4: 0.4616 (0.4722)  loss_giou_aux_5: 0.5470 (0.5601)  loss_giou_dn_0: 0.5775 (0.5780)  loss_giou_dn_1: 0.4663 (0.4704)  loss_giou_dn_2: 0.4329 (0.4401)  loss_giou_dn_3: 0.4192 (0.4319)  loss_giou_dn_4: 0.4167 (0.4298)  loss_giou_dn_5: 0.4171 (0.4300)  loss_vfl: 0.6698 (0.6725)  loss_vfl_aux_0: 0.7570 (0.7766)  loss_vfl_aux_1: 0.7043 (0.7268)  loss_vfl_aux_2: 0.6783 (0.6981)  loss_vfl_aux_3: 0.6671 (0.6839)  loss_vfl_aux_4: 0.6616 (0.6763)  loss_vfl_aux_5: 0.7423 (0.7599)  loss_vfl_dn_0: 0.4476 (0.4516)  loss_vfl_dn_1: 0.3869 (0.3863)  loss_vfl_dn_2: 0.3732 (0.3705)  loss_vfl_dn_3: 0.3640 (0.3633)  loss_vfl_dn_4: 0.3637 (0.3607)  loss_vfl_dn_5: 0.3631 (0.3599)
Test:  [  0/157]  eta: 0:04:30    time: 1.7222  data: 1.3023  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5152  data: 0.1378  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3922  data: 0.0240  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3907  data: 0.0275  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3966  data: 0.0280  max mem: 5654
Test:  [ 50/157]  eta: 0:00:45    time: 0.4097  data: 0.0282  max mem: 5654
Test:  [ 60/157]  eta: 0:00:41    time: 0.4166  data: 0.0290  max mem: 5654
Test:  [ 70/157]  eta: 0:00:36    time: 0.4019  data: 0.0283  max mem: 5654
Test:  [ 80/157]  eta: 0:00:32    time: 0.3999  data: 0.0270  max mem: 5654
Test:  [ 90/157]  eta: 0:00:27    time: 0.4074  data: 0.0270  max mem: 5654
Test:  [100/157]  eta: 0:00:23    time: 0.4026  data: 0.0279  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.7270  data: 0.0279  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.7165  data: 0.0271  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3888  data: 0.0275  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3890  data: 0.0275  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3746  data: 0.0268  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3624  data: 0.0260  max mem: 5654
Test: Total time: 0:01:10 (0.4473 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.86s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.526
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.707
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.568
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.349
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.570
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.699
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.389
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.653
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.721
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.547
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.767
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.884
best_stat:  {'epoch': 45, 'coco_eval_bbox': 0.525547986396149}
Epoch: [46]  [   0/7393]  eta: 17:54:46  lr: 0.000010  loss: 15.0398 (15.0398)  loss_bbox: 0.1430 (0.1430)  loss_bbox_aux_0: 0.1461 (0.1461)  loss_bbox_aux_1: 0.1486 (0.1486)  loss_bbox_aux_2: 0.1436 (0.1436)  loss_bbox_aux_3: 0.1311 (0.1311)  loss_bbox_aux_4: 0.1468 (0.1468)  loss_bbox_aux_5: 0.1661 (0.1661)  loss_bbox_dn_0: 0.2072 (0.2072)  loss_bbox_dn_1: 0.1579 (0.1579)  loss_bbox_dn_2: 0.1415 (0.1415)  loss_bbox_dn_3: 0.1371 (0.1371)  loss_bbox_dn_4: 0.1356 (0.1356)  loss_bbox_dn_5: 0.1356 (0.1356)  loss_giou: 0.4714 (0.4714)  loss_giou_aux_0: 0.5033 (0.5033)  loss_giou_aux_1: 0.4805 (0.4805)  loss_giou_aux_2: 0.4677 (0.4677)  loss_giou_aux_3: 0.4783 (0.4783)  loss_giou_aux_4: 0.4733 (0.4733)  loss_giou_aux_5: 0.5485 (0.5485)  loss_giou_dn_0: 0.5361 (0.5361)  loss_giou_dn_1: 0.4518 (0.4518)  loss_giou_dn_2: 0.4262 (0.4262)  loss_giou_dn_3: 0.4181 (0.4181)  loss_giou_dn_4: 0.4158 (0.4158)  loss_giou_dn_5: 0.4158 (0.4158)  loss_vfl: 0.6349 (0.6349)  loss_vfl_aux_0: 0.7197 (0.7197)  loss_vfl_aux_1: 0.6825 (0.6825)  loss_vfl_aux_2: 0.6617 (0.6617)  loss_vfl_aux_3: 0.6438 (0.6438)  loss_vfl_aux_4: 0.6344 (0.6344)  loss_vfl_aux_5: 0.7189 (0.7189)  loss_vfl_dn_0: 0.4657 (0.4657)  loss_vfl_dn_1: 0.3920 (0.3920)  loss_vfl_dn_2: 0.3751 (0.3751)  loss_vfl_dn_3: 0.3658 (0.3658)  loss_vfl_dn_4: 0.3601 (0.3601)  loss_vfl_dn_5: 0.3583 (0.3583)  time: 8.7226  data: 3.1872  max mem: 5654
Epoch: [46]  [ 100/7393]  eta: 1:09:29  lr: 0.000010  loss: 15.8696 (15.6646)  loss_bbox: 0.1626 (0.1534)  loss_bbox_aux_0: 0.1805 (0.1690)  loss_bbox_aux_1: 0.1719 (0.1588)  loss_bbox_aux_2: 0.1709 (0.1554)  loss_bbox_aux_3: 0.1659 (0.1534)  loss_bbox_aux_4: 0.1626 (0.1528)  loss_bbox_aux_5: 0.2092 (0.2063)  loss_bbox_dn_0: 0.2934 (0.2718)  loss_bbox_dn_1: 0.2118 (0.2006)  loss_bbox_dn_2: 0.1909 (0.1797)  loss_bbox_dn_3: 0.1827 (0.1735)  loss_bbox_dn_4: 0.1815 (0.1720)  loss_bbox_dn_5: 0.1816 (0.1720)  loss_giou: 0.3996 (0.4563)  loss_giou_aux_0: 0.4502 (0.4822)  loss_giou_aux_1: 0.4328 (0.4670)  loss_giou_aux_2: 0.4187 (0.4600)  loss_giou_aux_3: 0.4087 (0.4572)  loss_giou_aux_4: 0.3978 (0.4557)  loss_giou_aux_5: 0.5261 (0.5482)  loss_giou_dn_0: 0.5564 (0.5684)  loss_giou_dn_1: 0.4492 (0.4613)  loss_giou_dn_2: 0.4200 (0.4310)  loss_giou_dn_3: 0.4119 (0.4225)  loss_giou_dn_4: 0.4102 (0.4204)  loss_giou_dn_5: 0.4102 (0.4206)  loss_vfl: 0.6731 (0.6755)  loss_vfl_aux_0: 0.7578 (0.7759)  loss_vfl_aux_1: 0.7455 (0.7319)  loss_vfl_aux_2: 0.7083 (0.7051)  loss_vfl_aux_3: 0.6883 (0.6897)  loss_vfl_aux_4: 0.6791 (0.6814)  loss_vfl_aux_5: 0.7554 (0.7548)  loss_vfl_dn_0: 0.4501 (0.4504)  loss_vfl_dn_1: 0.3794 (0.3842)  loss_vfl_dn_2: 0.3675 (0.3686)  loss_vfl_dn_3: 0.3620 (0.3612)  loss_vfl_dn_4: 0.3600 (0.3585)  loss_vfl_dn_5: 0.3576 (0.3579)  time: 0.4911  data: 0.0155  max mem: 5654
Epoch: [46]  [ 200/7393]  eta: 1:03:11  lr: 0.000010  loss: 15.5550 (15.7054)  loss_bbox: 0.1355 (0.1527)  loss_bbox_aux_0: 0.1717 (0.1680)  loss_bbox_aux_1: 0.1442 (0.1587)  loss_bbox_aux_2: 0.1399 (0.1550)  loss_bbox_aux_3: 0.1438 (0.1532)  loss_bbox_aux_4: 0.1291 (0.1522)  loss_bbox_aux_5: 0.1972 (0.2037)  loss_bbox_dn_0: 0.2425 (0.2685)  loss_bbox_dn_1: 0.1802 (0.1980)  loss_bbox_dn_2: 0.1510 (0.1771)  loss_bbox_dn_3: 0.1524 (0.1708)  loss_bbox_dn_4: 0.1534 (0.1693)  loss_bbox_dn_5: 0.1535 (0.1693)  loss_giou: 0.4770 (0.4654)  loss_giou_aux_0: 0.5196 (0.4910)  loss_giou_aux_1: 0.4887 (0.4769)  loss_giou_aux_2: 0.4821 (0.4702)  loss_giou_aux_3: 0.4789 (0.4668)  loss_giou_aux_4: 0.4798 (0.4650)  loss_giou_aux_5: 0.5577 (0.5550)  loss_giou_dn_0: 0.5894 (0.5748)  loss_giou_dn_1: 0.4910 (0.4674)  loss_giou_dn_2: 0.4682 (0.4365)  loss_giou_dn_3: 0.4627 (0.4283)  loss_giou_dn_4: 0.4611 (0.4262)  loss_giou_dn_5: 0.4617 (0.4264)  loss_vfl: 0.6722 (0.6697)  loss_vfl_aux_0: 0.7692 (0.7714)  loss_vfl_aux_1: 0.7258 (0.7246)  loss_vfl_aux_2: 0.7030 (0.6964)  loss_vfl_aux_3: 0.6857 (0.6817)  loss_vfl_aux_4: 0.6799 (0.6750)  loss_vfl_aux_5: 0.7204 (0.7563)  loss_vfl_dn_0: 0.4413 (0.4509)  loss_vfl_dn_1: 0.3836 (0.3852)  loss_vfl_dn_2: 0.3658 (0.3694)  loss_vfl_dn_3: 0.3595 (0.3615)  loss_vfl_dn_4: 0.3576 (0.3588)  loss_vfl_dn_5: 0.3579 (0.3581)  time: 0.4856  data: 0.0142  max mem: 5654
Epoch: [46]  [ 300/7393]  eta: 1:03:19  lr: 0.000010  loss: 15.4212 (15.7308)  loss_bbox: 0.1330 (0.1518)  loss_bbox_aux_0: 0.1483 (0.1662)  loss_bbox_aux_1: 0.1388 (0.1568)  loss_bbox_aux_2: 0.1338 (0.1535)  loss_bbox_aux_3: 0.1309 (0.1521)  loss_bbox_aux_4: 0.1310 (0.1516)  loss_bbox_aux_5: 0.1671 (0.2008)  loss_bbox_dn_0: 0.2246 (0.2657)  loss_bbox_dn_1: 0.1697 (0.1954)  loss_bbox_dn_2: 0.1517 (0.1751)  loss_bbox_dn_3: 0.1442 (0.1689)  loss_bbox_dn_4: 0.1427 (0.1674)  loss_bbox_dn_5: 0.1427 (0.1674)  loss_giou: 0.4868 (0.4705)  loss_giou_aux_0: 0.5335 (0.4958)  loss_giou_aux_1: 0.4981 (0.4808)  loss_giou_aux_2: 0.4900 (0.4752)  loss_giou_aux_3: 0.4910 (0.4718)  loss_giou_aux_4: 0.4846 (0.4702)  loss_giou_aux_5: 0.5952 (0.5601)  loss_giou_dn_0: 0.5792 (0.5783)  loss_giou_dn_1: 0.4750 (0.4701)  loss_giou_dn_2: 0.4421 (0.4399)  loss_giou_dn_3: 0.4320 (0.4318)  loss_giou_dn_4: 0.4301 (0.4296)  loss_giou_dn_5: 0.4302 (0.4299)  loss_vfl: 0.6428 (0.6682)  loss_vfl_aux_0: 0.7287 (0.7701)  loss_vfl_aux_1: 0.7203 (0.7253)  loss_vfl_aux_2: 0.6713 (0.6948)  loss_vfl_aux_3: 0.6660 (0.6797)  loss_vfl_aux_4: 0.6449 (0.6724)  loss_vfl_aux_5: 0.7354 (0.7550)  loss_vfl_dn_0: 0.4494 (0.4511)  loss_vfl_dn_1: 0.3846 (0.3860)  loss_vfl_dn_2: 0.3659 (0.3700)  loss_vfl_dn_3: 0.3626 (0.3626)  loss_vfl_dn_4: 0.3584 (0.3598)  loss_vfl_dn_5: 0.3573 (0.3591)  time: 0.4869  data: 0.0165  max mem: 5654
Epoch: [46]  [ 400/7393]  eta: 1:00:53  lr: 0.000010  loss: 16.0775 (15.7896)  loss_bbox: 0.1387 (0.1517)  loss_bbox_aux_0: 0.1616 (0.1662)  loss_bbox_aux_1: 0.1478 (0.1572)  loss_bbox_aux_2: 0.1470 (0.1538)  loss_bbox_aux_3: 0.1455 (0.1524)  loss_bbox_aux_4: 0.1441 (0.1518)  loss_bbox_aux_5: 0.1809 (0.2009)  loss_bbox_dn_0: 0.2349 (0.2665)  loss_bbox_dn_1: 0.1710 (0.1960)  loss_bbox_dn_2: 0.1567 (0.1754)  loss_bbox_dn_3: 0.1535 (0.1695)  loss_bbox_dn_4: 0.1521 (0.1680)  loss_bbox_dn_5: 0.1520 (0.1680)  loss_giou: 0.4722 (0.4716)  loss_giou_aux_0: 0.4962 (0.4968)  loss_giou_aux_1: 0.4763 (0.4820)  loss_giou_aux_2: 0.4693 (0.4763)  loss_giou_aux_3: 0.4731 (0.4731)  loss_giou_aux_4: 0.4664 (0.4716)  loss_giou_aux_5: 0.5675 (0.5613)  loss_giou_dn_0: 0.6126 (0.5811)  loss_giou_dn_1: 0.4866 (0.4726)  loss_giou_dn_2: 0.4515 (0.4420)  loss_giou_dn_3: 0.4463 (0.4339)  loss_giou_dn_4: 0.4446 (0.4318)  loss_giou_dn_5: 0.4449 (0.4320)  loss_vfl: 0.6500 (0.6718)  loss_vfl_aux_0: 0.7748 (0.7748)  loss_vfl_aux_1: 0.7173 (0.7291)  loss_vfl_aux_2: 0.6955 (0.6987)  loss_vfl_aux_3: 0.6719 (0.6836)  loss_vfl_aux_4: 0.6548 (0.6756)  loss_vfl_aux_5: 0.7644 (0.7592)  loss_vfl_dn_0: 0.4484 (0.4518)  loss_vfl_dn_1: 0.3899 (0.3868)  loss_vfl_dn_2: 0.3740 (0.3709)  loss_vfl_dn_3: 0.3654 (0.3632)  loss_vfl_dn_4: 0.3617 (0.3605)  loss_vfl_dn_5: 0.3622 (0.3598)  time: 0.4908  data: 0.0155  max mem: 5654
Epoch: [46]  [ 500/7393]  eta: 0:59:08  lr: 0.000010  loss: 15.8091 (15.7813)  loss_bbox: 0.1396 (0.1507)  loss_bbox_aux_0: 0.1475 (0.1653)  loss_bbox_aux_1: 0.1355 (0.1563)  loss_bbox_aux_2: 0.1419 (0.1529)  loss_bbox_aux_3: 0.1461 (0.1512)  loss_bbox_aux_4: 0.1424 (0.1507)  loss_bbox_aux_5: 0.1755 (0.1996)  loss_bbox_dn_0: 0.2333 (0.2661)  loss_bbox_dn_1: 0.1683 (0.1953)  loss_bbox_dn_2: 0.1498 (0.1749)  loss_bbox_dn_3: 0.1428 (0.1689)  loss_bbox_dn_4: 0.1392 (0.1675)  loss_bbox_dn_5: 0.1392 (0.1675)  loss_giou: 0.4306 (0.4722)  loss_giou_aux_0: 0.4895 (0.4975)  loss_giou_aux_1: 0.4694 (0.4831)  loss_giou_aux_2: 0.4494 (0.4771)  loss_giou_aux_3: 0.4562 (0.4737)  loss_giou_aux_4: 0.4423 (0.4722)  loss_giou_aux_5: 0.5556 (0.5613)  loss_giou_dn_0: 0.5613 (0.5816)  loss_giou_dn_1: 0.4466 (0.4728)  loss_giou_dn_2: 0.4253 (0.4421)  loss_giou_dn_3: 0.4174 (0.4340)  loss_giou_dn_4: 0.4167 (0.4318)  loss_giou_dn_5: 0.4170 (0.4320)  loss_vfl: 0.6996 (0.6717)  loss_vfl_aux_0: 0.7790 (0.7745)  loss_vfl_aux_1: 0.7310 (0.7285)  loss_vfl_aux_2: 0.7303 (0.6988)  loss_vfl_aux_3: 0.7178 (0.6837)  loss_vfl_aux_4: 0.7034 (0.6757)  loss_vfl_aux_5: 0.7542 (0.7588)  loss_vfl_dn_0: 0.4468 (0.4515)  loss_vfl_dn_1: 0.3865 (0.3865)  loss_vfl_dn_2: 0.3711 (0.3706)  loss_vfl_dn_3: 0.3616 (0.3630)  loss_vfl_dn_4: 0.3581 (0.3603)  loss_vfl_dn_5: 0.3582 (0.3596)  time: 0.4888  data: 0.0145  max mem: 5654
Epoch: [46]  [ 600/7393]  eta: 0:57:35  lr: 0.000010  loss: 15.8900 (15.7748)  loss_bbox: 0.1391 (0.1512)  loss_bbox_aux_0: 0.1572 (0.1653)  loss_bbox_aux_1: 0.1424 (0.1565)  loss_bbox_aux_2: 0.1428 (0.1533)  loss_bbox_aux_3: 0.1404 (0.1513)  loss_bbox_aux_4: 0.1392 (0.1510)  loss_bbox_aux_5: 0.1940 (0.2000)  loss_bbox_dn_0: 0.2617 (0.2650)  loss_bbox_dn_1: 0.1904 (0.1943)  loss_bbox_dn_2: 0.1695 (0.1739)  loss_bbox_dn_3: 0.1660 (0.1679)  loss_bbox_dn_4: 0.1657 (0.1665)  loss_bbox_dn_5: 0.1657 (0.1665)  loss_giou: 0.4618 (0.4740)  loss_giou_aux_0: 0.4986 (0.4987)  loss_giou_aux_1: 0.4769 (0.4845)  loss_giou_aux_2: 0.4697 (0.4786)  loss_giou_aux_3: 0.4602 (0.4752)  loss_giou_aux_4: 0.4645 (0.4739)  loss_giou_aux_5: 0.5499 (0.5623)  loss_giou_dn_0: 0.5827 (0.5817)  loss_giou_dn_1: 0.4772 (0.4731)  loss_giou_dn_2: 0.4428 (0.4425)  loss_giou_dn_3: 0.4372 (0.4344)  loss_giou_dn_4: 0.4376 (0.4322)  loss_giou_dn_5: 0.4379 (0.4324)  loss_vfl: 0.6544 (0.6698)  loss_vfl_aux_0: 0.7529 (0.7730)  loss_vfl_aux_1: 0.6926 (0.7265)  loss_vfl_aux_2: 0.6722 (0.6973)  loss_vfl_aux_3: 0.6594 (0.6823)  loss_vfl_aux_4: 0.6660 (0.6741)  loss_vfl_aux_5: 0.7240 (0.7574)  loss_vfl_dn_0: 0.4470 (0.4509)  loss_vfl_dn_1: 0.3829 (0.3859)  loss_vfl_dn_2: 0.3688 (0.3701)  loss_vfl_dn_3: 0.3596 (0.3625)  loss_vfl_dn_4: 0.3572 (0.3598)  loss_vfl_dn_5: 0.3559 (0.3591)  time: 0.4750  data: 0.0140  max mem: 5654
Epoch: [46]  [ 700/7393]  eta: 0:56:13  lr: 0.000010  loss: 15.5370 (15.7542)  loss_bbox: 0.1331 (0.1510)  loss_bbox_aux_0: 0.1437 (0.1651)  loss_bbox_aux_1: 0.1470 (0.1565)  loss_bbox_aux_2: 0.1406 (0.1532)  loss_bbox_aux_3: 0.1365 (0.1513)  loss_bbox_aux_4: 0.1336 (0.1509)  loss_bbox_aux_5: 0.1832 (0.2000)  loss_bbox_dn_0: 0.2372 (0.2649)  loss_bbox_dn_1: 0.1832 (0.1942)  loss_bbox_dn_2: 0.1555 (0.1736)  loss_bbox_dn_3: 0.1490 (0.1676)  loss_bbox_dn_4: 0.1479 (0.1662)  loss_bbox_dn_5: 0.1479 (0.1663)  loss_giou: 0.4641 (0.4728)  loss_giou_aux_0: 0.4803 (0.4974)  loss_giou_aux_1: 0.4786 (0.4832)  loss_giou_aux_2: 0.4666 (0.4772)  loss_giou_aux_3: 0.4674 (0.4741)  loss_giou_aux_4: 0.4614 (0.4727)  loss_giou_aux_5: 0.5586 (0.5609)  loss_giou_dn_0: 0.5844 (0.5800)  loss_giou_dn_1: 0.4829 (0.4716)  loss_giou_dn_2: 0.4481 (0.4410)  loss_giou_dn_3: 0.4408 (0.4330)  loss_giou_dn_4: 0.4376 (0.4308)  loss_giou_dn_5: 0.4379 (0.4310)  loss_vfl: 0.6635 (0.6700)  loss_vfl_aux_0: 0.7960 (0.7729)  loss_vfl_aux_1: 0.7358 (0.7260)  loss_vfl_aux_2: 0.6955 (0.6981)  loss_vfl_aux_3: 0.6699 (0.6823)  loss_vfl_aux_4: 0.6505 (0.6744)  loss_vfl_aux_5: 0.7610 (0.7572)  loss_vfl_dn_0: 0.4519 (0.4509)  loss_vfl_dn_1: 0.3874 (0.3856)  loss_vfl_dn_2: 0.3751 (0.3698)  loss_vfl_dn_3: 0.3715 (0.3622)  loss_vfl_dn_4: 0.3681 (0.3596)  loss_vfl_dn_5: 0.3662 (0.3588)  time: 0.4817  data: 0.0135  max mem: 5654
Epoch: [46]  [ 800/7393]  eta: 0:55:07  lr: 0.000010  loss: 16.0926 (15.7285)  loss_bbox: 0.1331 (0.1503)  loss_bbox_aux_0: 0.1550 (0.1643)  loss_bbox_aux_1: 0.1412 (0.1554)  loss_bbox_aux_2: 0.1372 (0.1522)  loss_bbox_aux_3: 0.1311 (0.1504)  loss_bbox_aux_4: 0.1323 (0.1500)  loss_bbox_aux_5: 0.1916 (0.1993)  loss_bbox_dn_0: 0.2185 (0.2633)  loss_bbox_dn_1: 0.1662 (0.1929)  loss_bbox_dn_2: 0.1512 (0.1723)  loss_bbox_dn_3: 0.1448 (0.1665)  loss_bbox_dn_4: 0.1441 (0.1651)  loss_bbox_dn_5: 0.1441 (0.1651)  loss_giou: 0.5072 (0.4730)  loss_giou_aux_0: 0.5332 (0.4972)  loss_giou_aux_1: 0.5106 (0.4828)  loss_giou_aux_2: 0.5158 (0.4769)  loss_giou_aux_3: 0.5066 (0.4741)  loss_giou_aux_4: 0.5120 (0.4728)  loss_giou_aux_5: 0.5933 (0.5608)  loss_giou_dn_0: 0.5952 (0.5799)  loss_giou_dn_1: 0.4959 (0.4715)  loss_giou_dn_2: 0.4607 (0.4409)  loss_giou_dn_3: 0.4538 (0.4327)  loss_giou_dn_4: 0.4521 (0.4306)  loss_giou_dn_5: 0.4521 (0.4308)  loss_vfl: 0.6663 (0.6683)  loss_vfl_aux_0: 0.7369 (0.7713)  loss_vfl_aux_1: 0.7021 (0.7253)  loss_vfl_aux_2: 0.6852 (0.6967)  loss_vfl_aux_3: 0.6675 (0.6807)  loss_vfl_aux_4: 0.6659 (0.6729)  loss_vfl_aux_5: 0.7164 (0.7564)  loss_vfl_dn_0: 0.4444 (0.4507)  loss_vfl_dn_1: 0.3825 (0.3853)  loss_vfl_dn_2: 0.3678 (0.3697)  loss_vfl_dn_3: 0.3608 (0.3621)  loss_vfl_dn_4: 0.3603 (0.3595)  loss_vfl_dn_5: 0.3596 (0.3587)  time: 0.4835  data: 0.0148  max mem: 5654
Epoch: [46]  [ 900/7393]  eta: 0:54:02  lr: 0.000010  loss: 16.3089 (15.7174)  loss_bbox: 0.1380 (0.1502)  loss_bbox_aux_0: 0.1483 (0.1640)  loss_bbox_aux_1: 0.1453 (0.1553)  loss_bbox_aux_2: 0.1408 (0.1521)  loss_bbox_aux_3: 0.1334 (0.1504)  loss_bbox_aux_4: 0.1380 (0.1500)  loss_bbox_aux_5: 0.1822 (0.1993)  loss_bbox_dn_0: 0.2579 (0.2632)  loss_bbox_dn_1: 0.1922 (0.1925)  loss_bbox_dn_2: 0.1661 (0.1721)  loss_bbox_dn_3: 0.1625 (0.1662)  loss_bbox_dn_4: 0.1607 (0.1648)  loss_bbox_dn_5: 0.1607 (0.1648)  loss_giou: 0.4814 (0.4727)  loss_giou_aux_0: 0.5141 (0.4967)  loss_giou_aux_1: 0.5190 (0.4825)  loss_giou_aux_2: 0.4904 (0.4765)  loss_giou_aux_3: 0.4941 (0.4739)  loss_giou_aux_4: 0.4807 (0.4725)  loss_giou_aux_5: 0.5649 (0.5608)  loss_giou_dn_0: 0.5868 (0.5794)  loss_giou_dn_1: 0.4772 (0.4711)  loss_giou_dn_2: 0.4554 (0.4405)  loss_giou_dn_3: 0.4477 (0.4323)  loss_giou_dn_4: 0.4466 (0.4302)  loss_giou_dn_5: 0.4470 (0.4304)  loss_vfl: 0.6679 (0.6677)  loss_vfl_aux_0: 0.7921 (0.7719)  loss_vfl_aux_1: 0.7122 (0.7246)  loss_vfl_aux_2: 0.6879 (0.6961)  loss_vfl_aux_3: 0.6945 (0.6798)  loss_vfl_aux_4: 0.6776 (0.6722)  loss_vfl_aux_5: 0.7429 (0.7562)  loss_vfl_dn_0: 0.4510 (0.4504)  loss_vfl_dn_1: 0.3921 (0.3851)  loss_vfl_dn_2: 0.3785 (0.3694)  loss_vfl_dn_3: 0.3714 (0.3618)  loss_vfl_dn_4: 0.3699 (0.3593)  loss_vfl_dn_5: 0.3689 (0.3585)  time: 0.4793  data: 0.0138  max mem: 5654
Epoch: [46]  [1000/7393]  eta: 0:52:59  lr: 0.000010  loss: 15.3371 (15.7089)  loss_bbox: 0.1303 (0.1503)  loss_bbox_aux_0: 0.1532 (0.1641)  loss_bbox_aux_1: 0.1455 (0.1556)  loss_bbox_aux_2: 0.1382 (0.1523)  loss_bbox_aux_3: 0.1330 (0.1506)  loss_bbox_aux_4: 0.1315 (0.1502)  loss_bbox_aux_5: 0.1917 (0.1995)  loss_bbox_dn_0: 0.2334 (0.2633)  loss_bbox_dn_1: 0.1791 (0.1926)  loss_bbox_dn_2: 0.1604 (0.1720)  loss_bbox_dn_3: 0.1513 (0.1661)  loss_bbox_dn_4: 0.1495 (0.1647)  loss_bbox_dn_5: 0.1494 (0.1647)  loss_giou: 0.4704 (0.4729)  loss_giou_aux_0: 0.4850 (0.4970)  loss_giou_aux_1: 0.4859 (0.4830)  loss_giou_aux_2: 0.4696 (0.4769)  loss_giou_aux_3: 0.4663 (0.4742)  loss_giou_aux_4: 0.4742 (0.4728)  loss_giou_aux_5: 0.5354 (0.5609)  loss_giou_dn_0: 0.5667 (0.5789)  loss_giou_dn_1: 0.4572 (0.4708)  loss_giou_dn_2: 0.4282 (0.4401)  loss_giou_dn_3: 0.4255 (0.4320)  loss_giou_dn_4: 0.4236 (0.4298)  loss_giou_dn_5: 0.4237 (0.4300)  loss_vfl: 0.6297 (0.6666)  loss_vfl_aux_0: 0.7296 (0.7706)  loss_vfl_aux_1: 0.6644 (0.7230)  loss_vfl_aux_2: 0.6466 (0.6943)  loss_vfl_aux_3: 0.6320 (0.6785)  loss_vfl_aux_4: 0.6356 (0.6710)  loss_vfl_aux_5: 0.7116 (0.7553)  loss_vfl_dn_0: 0.4490 (0.4505)  loss_vfl_dn_1: 0.3830 (0.3851)  loss_vfl_dn_2: 0.3675 (0.3694)  loss_vfl_dn_3: 0.3617 (0.3618)  loss_vfl_dn_4: 0.3602 (0.3592)  loss_vfl_dn_5: 0.3593 (0.3584)  time: 0.4752  data: 0.0145  max mem: 5654
Epoch: [46]  [1100/7393]  eta: 0:52:06  lr: 0.000010  loss: 16.1376 (15.7066)  loss_bbox: 0.1561 (0.1509)  loss_bbox_aux_0: 0.1649 (0.1645)  loss_bbox_aux_1: 0.1592 (0.1560)  loss_bbox_aux_2: 0.1565 (0.1529)  loss_bbox_aux_3: 0.1521 (0.1511)  loss_bbox_aux_4: 0.1564 (0.1508)  loss_bbox_aux_5: 0.2023 (0.2001)  loss_bbox_dn_0: 0.2594 (0.2647)  loss_bbox_dn_1: 0.1799 (0.1935)  loss_bbox_dn_2: 0.1660 (0.1729)  loss_bbox_dn_3: 0.1624 (0.1669)  loss_bbox_dn_4: 0.1621 (0.1655)  loss_bbox_dn_5: 0.1621 (0.1655)  loss_giou: 0.4401 (0.4713)  loss_giou_aux_0: 0.4417 (0.4952)  loss_giou_aux_1: 0.4503 (0.4811)  loss_giou_aux_2: 0.4373 (0.4753)  loss_giou_aux_3: 0.4344 (0.4726)  loss_giou_aux_4: 0.4368 (0.4712)  loss_giou_aux_5: 0.5087 (0.5593)  loss_giou_dn_0: 0.5298 (0.5780)  loss_giou_dn_1: 0.4177 (0.4696)  loss_giou_dn_2: 0.3885 (0.4389)  loss_giou_dn_3: 0.3810 (0.4307)  loss_giou_dn_4: 0.3794 (0.4285)  loss_giou_dn_5: 0.3797 (0.4287)  loss_vfl: 0.6696 (0.6672)  loss_vfl_aux_0: 0.7920 (0.7721)  loss_vfl_aux_1: 0.7320 (0.7245)  loss_vfl_aux_2: 0.7038 (0.6951)  loss_vfl_aux_3: 0.6969 (0.6792)  loss_vfl_aux_4: 0.6844 (0.6716)  loss_vfl_aux_5: 0.7659 (0.7570)  loss_vfl_dn_0: 0.4477 (0.4507)  loss_vfl_dn_1: 0.3856 (0.3851)  loss_vfl_dn_2: 0.3705 (0.3693)  loss_vfl_dn_3: 0.3651 (0.3617)  loss_vfl_dn_4: 0.3650 (0.3591)  loss_vfl_dn_5: 0.3641 (0.3583)  time: 0.4768  data: 0.0138  max mem: 5654
Epoch: [46]  [1200/7393]  eta: 0:51:10  lr: 0.000010  loss: 15.9353 (15.7161)  loss_bbox: 0.1476 (0.1516)  loss_bbox_aux_0: 0.1547 (0.1650)  loss_bbox_aux_1: 0.1488 (0.1565)  loss_bbox_aux_2: 0.1434 (0.1536)  loss_bbox_aux_3: 0.1469 (0.1517)  loss_bbox_aux_4: 0.1461 (0.1514)  loss_bbox_aux_5: 0.2022 (0.2008)  loss_bbox_dn_0: 0.2619 (0.2660)  loss_bbox_dn_1: 0.1984 (0.1946)  loss_bbox_dn_2: 0.1767 (0.1739)  loss_bbox_dn_3: 0.1701 (0.1680)  loss_bbox_dn_4: 0.1670 (0.1665)  loss_bbox_dn_5: 0.1670 (0.1665)  loss_giou: 0.4764 (0.4699)  loss_giou_aux_0: 0.4818 (0.4939)  loss_giou_aux_1: 0.4688 (0.4799)  loss_giou_aux_2: 0.4786 (0.4738)  loss_giou_aux_3: 0.4849 (0.4712)  loss_giou_aux_4: 0.4766 (0.4699)  loss_giou_aux_5: 0.5596 (0.5583)  loss_giou_dn_0: 0.5696 (0.5772)  loss_giou_dn_1: 0.4545 (0.4688)  loss_giou_dn_2: 0.4264 (0.4382)  loss_giou_dn_3: 0.4205 (0.4299)  loss_giou_dn_4: 0.4178 (0.4277)  loss_giou_dn_5: 0.4179 (0.4279)  loss_vfl: 0.6643 (0.6684)  loss_vfl_aux_0: 0.8168 (0.7739)  loss_vfl_aux_1: 0.7928 (0.7259)  loss_vfl_aux_2: 0.7132 (0.6967)  loss_vfl_aux_3: 0.6977 (0.6806)  loss_vfl_aux_4: 0.6751 (0.6730)  loss_vfl_aux_5: 0.7770 (0.7586)  loss_vfl_dn_0: 0.4634 (0.4511)  loss_vfl_dn_1: 0.3915 (0.3854)  loss_vfl_dn_2: 0.3812 (0.3696)  loss_vfl_dn_3: 0.3707 (0.3620)  loss_vfl_dn_4: 0.3672 (0.3594)  loss_vfl_dn_5: 0.3655 (0.3586)  time: 0.4835  data: 0.0141  max mem: 5654
Epoch: [46]  [1300/7393]  eta: 0:50:11  lr: 0.000010  loss: 16.0484 (15.7158)  loss_bbox: 0.1527 (0.1520)  loss_bbox_aux_0: 0.1653 (0.1652)  loss_bbox_aux_1: 0.1585 (0.1567)  loss_bbox_aux_2: 0.1588 (0.1538)  loss_bbox_aux_3: 0.1570 (0.1522)  loss_bbox_aux_4: 0.1583 (0.1518)  loss_bbox_aux_5: 0.1953 (0.2013)  loss_bbox_dn_0: 0.2315 (0.2664)  loss_bbox_dn_1: 0.1765 (0.1950)  loss_bbox_dn_2: 0.1659 (0.1742)  loss_bbox_dn_3: 0.1622 (0.1682)  loss_bbox_dn_4: 0.1594 (0.1667)  loss_bbox_dn_5: 0.1595 (0.1668)  loss_giou: 0.4616 (0.4694)  loss_giou_aux_0: 0.5023 (0.4932)  loss_giou_aux_1: 0.4846 (0.4793)  loss_giou_aux_2: 0.4722 (0.4732)  loss_giou_aux_3: 0.4626 (0.4707)  loss_giou_aux_4: 0.4602 (0.4694)  loss_giou_aux_5: 0.5448 (0.5576)  loss_giou_dn_0: 0.5824 (0.5766)  loss_giou_dn_1: 0.4798 (0.4683)  loss_giou_dn_2: 0.4446 (0.4377)  loss_giou_dn_3: 0.4358 (0.4294)  loss_giou_dn_4: 0.4338 (0.4272)  loss_giou_dn_5: 0.4337 (0.4274)  loss_vfl: 0.6767 (0.6687)  loss_vfl_aux_0: 0.7661 (0.7748)  loss_vfl_aux_1: 0.7302 (0.7265)  loss_vfl_aux_2: 0.6892 (0.6971)  loss_vfl_aux_3: 0.6823 (0.6806)  loss_vfl_aux_4: 0.6809 (0.6731)  loss_vfl_aux_5: 0.7708 (0.7593)  loss_vfl_dn_0: 0.4516 (0.4512)  loss_vfl_dn_1: 0.3884 (0.3853)  loss_vfl_dn_2: 0.3686 (0.3696)  loss_vfl_dn_3: 0.3632 (0.3619)  loss_vfl_dn_4: 0.3594 (0.3593)  loss_vfl_dn_5: 0.3600 (0.3585)  time: 0.4722  data: 0.0141  max mem: 5654
Epoch: [46]  [1400/7393]  eta: 0:49:44  lr: 0.000010  loss: 16.0088 (15.7170)  loss_bbox: 0.1486 (0.1518)  loss_bbox_aux_0: 0.1573 (0.1650)  loss_bbox_aux_1: 0.1443 (0.1564)  loss_bbox_aux_2: 0.1418 (0.1537)  loss_bbox_aux_3: 0.1474 (0.1520)  loss_bbox_aux_4: 0.1452 (0.1517)  loss_bbox_aux_5: 0.1901 (0.2010)  loss_bbox_dn_0: 0.2254 (0.2658)  loss_bbox_dn_1: 0.1666 (0.1945)  loss_bbox_dn_2: 0.1556 (0.1738)  loss_bbox_dn_3: 0.1498 (0.1678)  loss_bbox_dn_4: 0.1468 (0.1664)  loss_bbox_dn_5: 0.1467 (0.1664)  loss_giou: 0.5136 (0.4701)  loss_giou_aux_0: 0.5308 (0.4937)  loss_giou_aux_1: 0.5116 (0.4799)  loss_giou_aux_2: 0.5064 (0.4740)  loss_giou_aux_3: 0.5147 (0.4715)  loss_giou_aux_4: 0.5097 (0.4702)  loss_giou_aux_5: 0.5904 (0.5581)  loss_giou_dn_0: 0.6222 (0.5769)  loss_giou_dn_1: 0.5066 (0.4686)  loss_giou_dn_2: 0.4812 (0.4380)  loss_giou_dn_3: 0.4714 (0.4298)  loss_giou_dn_4: 0.4703 (0.4276)  loss_giou_dn_5: 0.4706 (0.4278)  loss_vfl: 0.6296 (0.6684)  loss_vfl_aux_0: 0.7442 (0.7748)  loss_vfl_aux_1: 0.6910 (0.7262)  loss_vfl_aux_2: 0.6563 (0.6965)  loss_vfl_aux_3: 0.6410 (0.6800)  loss_vfl_aux_4: 0.6336 (0.6726)  loss_vfl_aux_5: 0.7309 (0.7597)  loss_vfl_dn_0: 0.4507 (0.4513)  loss_vfl_dn_1: 0.3914 (0.3854)  loss_vfl_dn_2: 0.3752 (0.3697)  loss_vfl_dn_3: 0.3656 (0.3620)  loss_vfl_dn_4: 0.3621 (0.3594)  loss_vfl_dn_5: 0.3612 (0.3586)  time: 0.4852  data: 0.0144  max mem: 5654
Epoch: [46]  [1500/7393]  eta: 0:48:48  lr: 0.000010  loss: 15.9714 (15.7256)  loss_bbox: 0.1507 (0.1519)  loss_bbox_aux_0: 0.1593 (0.1652)  loss_bbox_aux_1: 0.1459 (0.1567)  loss_bbox_aux_2: 0.1477 (0.1538)  loss_bbox_aux_3: 0.1474 (0.1522)  loss_bbox_aux_4: 0.1449 (0.1518)  loss_bbox_aux_5: 0.1933 (0.2014)  loss_bbox_dn_0: 0.2564 (0.2658)  loss_bbox_dn_1: 0.1910 (0.1946)  loss_bbox_dn_2: 0.1747 (0.1738)  loss_bbox_dn_3: 0.1700 (0.1679)  loss_bbox_dn_4: 0.1684 (0.1664)  loss_bbox_dn_5: 0.1683 (0.1664)  loss_giou: 0.4721 (0.4705)  loss_giou_aux_0: 0.4647 (0.4941)  loss_giou_aux_1: 0.4824 (0.4803)  loss_giou_aux_2: 0.4755 (0.4744)  loss_giou_aux_3: 0.4791 (0.4718)  loss_giou_aux_4: 0.4692 (0.4707)  loss_giou_aux_5: 0.5453 (0.5588)  loss_giou_dn_0: 0.5816 (0.5771)  loss_giou_dn_1: 0.4707 (0.4687)  loss_giou_dn_2: 0.4355 (0.4381)  loss_giou_dn_3: 0.4236 (0.4298)  loss_giou_dn_4: 0.4206 (0.4277)  loss_giou_dn_5: 0.4206 (0.4279)  loss_vfl: 0.6834 (0.6687)  loss_vfl_aux_0: 0.7701 (0.7753)  loss_vfl_aux_1: 0.7201 (0.7264)  loss_vfl_aux_2: 0.7076 (0.6969)  loss_vfl_aux_3: 0.6898 (0.6806)  loss_vfl_aux_4: 0.6872 (0.6727)  loss_vfl_aux_5: 0.7497 (0.7599)  loss_vfl_dn_0: 0.4475 (0.4515)  loss_vfl_dn_1: 0.3857 (0.3856)  loss_vfl_dn_2: 0.3715 (0.3698)  loss_vfl_dn_3: 0.3640 (0.3622)  loss_vfl_dn_4: 0.3620 (0.3596)  loss_vfl_dn_5: 0.3616 (0.3588)  time: 0.4743  data: 0.0138  max mem: 5654
Epoch: [46]  [1600/7393]  eta: 0:47:53  lr: 0.000010  loss: 15.2860 (15.7426)  loss_bbox: 0.1483 (0.1522)  loss_bbox_aux_0: 0.1616 (0.1653)  loss_bbox_aux_1: 0.1510 (0.1567)  loss_bbox_aux_2: 0.1433 (0.1539)  loss_bbox_aux_3: 0.1416 (0.1523)  loss_bbox_aux_4: 0.1463 (0.1520)  loss_bbox_aux_5: 0.1956 (0.2013)  loss_bbox_dn_0: 0.2691 (0.2658)  loss_bbox_dn_1: 0.1999 (0.1945)  loss_bbox_dn_2: 0.1741 (0.1738)  loss_bbox_dn_3: 0.1680 (0.1679)  loss_bbox_dn_4: 0.1655 (0.1664)  loss_bbox_dn_5: 0.1648 (0.1664)  loss_giou: 0.4378 (0.4717)  loss_giou_aux_0: 0.4558 (0.4952)  loss_giou_aux_1: 0.4533 (0.4814)  loss_giou_aux_2: 0.4565 (0.4755)  loss_giou_aux_3: 0.4360 (0.4730)  loss_giou_aux_4: 0.4347 (0.4718)  loss_giou_aux_5: 0.5344 (0.5598)  loss_giou_dn_0: 0.5612 (0.5777)  loss_giou_dn_1: 0.4517 (0.4694)  loss_giou_dn_2: 0.4179 (0.4388)  loss_giou_dn_3: 0.4088 (0.4305)  loss_giou_dn_4: 0.4070 (0.4284)  loss_giou_dn_5: 0.4071 (0.4286)  loss_vfl: 0.6446 (0.6690)  loss_vfl_aux_0: 0.7527 (0.7757)  loss_vfl_aux_1: 0.6951 (0.7270)  loss_vfl_aux_2: 0.6784 (0.6976)  loss_vfl_aux_3: 0.6635 (0.6811)  loss_vfl_aux_4: 0.6535 (0.6731)  loss_vfl_aux_5: 0.7474 (0.7602)  loss_vfl_dn_0: 0.4450 (0.4517)  loss_vfl_dn_1: 0.3787 (0.3857)  loss_vfl_dn_2: 0.3651 (0.3700)  loss_vfl_dn_3: 0.3582 (0.3624)  loss_vfl_dn_4: 0.3550 (0.3598)  loss_vfl_dn_5: 0.3544 (0.3590)  time: 0.4827  data: 0.0146  max mem: 5654
Epoch: [46]  [1700/7393]  eta: 0:46:59  lr: 0.000010  loss: 15.5855 (15.7466)  loss_bbox: 0.1245 (0.1520)  loss_bbox_aux_0: 0.1478 (0.1652)  loss_bbox_aux_1: 0.1254 (0.1566)  loss_bbox_aux_2: 0.1262 (0.1537)  loss_bbox_aux_3: 0.1225 (0.1522)  loss_bbox_aux_4: 0.1219 (0.1519)  loss_bbox_aux_5: 0.1685 (0.2013)  loss_bbox_dn_0: 0.2338 (0.2662)  loss_bbox_dn_1: 0.1599 (0.1949)  loss_bbox_dn_2: 0.1461 (0.1742)  loss_bbox_dn_3: 0.1385 (0.1683)  loss_bbox_dn_4: 0.1382 (0.1668)  loss_bbox_dn_5: 0.1382 (0.1668)  loss_giou: 0.4807 (0.4719)  loss_giou_aux_0: 0.4988 (0.4954)  loss_giou_aux_1: 0.4840 (0.4815)  loss_giou_aux_2: 0.4876 (0.4757)  loss_giou_aux_3: 0.4846 (0.4732)  loss_giou_aux_4: 0.4752 (0.4720)  loss_giou_aux_5: 0.5735 (0.5600)  loss_giou_dn_0: 0.5902 (0.5778)  loss_giou_dn_1: 0.4741 (0.4696)  loss_giou_dn_2: 0.4466 (0.4390)  loss_giou_dn_3: 0.4429 (0.4307)  loss_giou_dn_4: 0.4456 (0.4286)  loss_giou_dn_5: 0.4468 (0.4288)  loss_vfl: 0.6258 (0.6688)  loss_vfl_aux_0: 0.7056 (0.7756)  loss_vfl_aux_1: 0.6864 (0.7268)  loss_vfl_aux_2: 0.6524 (0.6977)  loss_vfl_aux_3: 0.6317 (0.6811)  loss_vfl_aux_4: 0.6309 (0.6730)  loss_vfl_aux_5: 0.7201 (0.7606)  loss_vfl_dn_0: 0.4400 (0.4516)  loss_vfl_dn_1: 0.3800 (0.3858)  loss_vfl_dn_2: 0.3689 (0.3700)  loss_vfl_dn_3: 0.3612 (0.3624)  loss_vfl_dn_4: 0.3598 (0.3598)  loss_vfl_dn_5: 0.3578 (0.3590)  time: 0.4723  data: 0.0139  max mem: 5654
Epoch: [46]  [1800/7393]  eta: 0:46:03  lr: 0.000010  loss: 15.7989 (15.7500)  loss_bbox: 0.1590 (0.1520)  loss_bbox_aux_0: 0.1601 (0.1653)  loss_bbox_aux_1: 0.1499 (0.1566)  loss_bbox_aux_2: 0.1561 (0.1537)  loss_bbox_aux_3: 0.1584 (0.1522)  loss_bbox_aux_4: 0.1604 (0.1519)  loss_bbox_aux_5: 0.1928 (0.2013)  loss_bbox_dn_0: 0.2397 (0.2658)  loss_bbox_dn_1: 0.1764 (0.1945)  loss_bbox_dn_2: 0.1529 (0.1738)  loss_bbox_dn_3: 0.1448 (0.1679)  loss_bbox_dn_4: 0.1446 (0.1664)  loss_bbox_dn_5: 0.1447 (0.1665)  loss_giou: 0.4603 (0.4725)  loss_giou_aux_0: 0.5032 (0.4961)  loss_giou_aux_1: 0.4735 (0.4822)  loss_giou_aux_2: 0.4609 (0.4764)  loss_giou_aux_3: 0.4659 (0.4738)  loss_giou_aux_4: 0.4602 (0.4726)  loss_giou_aux_5: 0.5694 (0.5607)  loss_giou_dn_0: 0.5790 (0.5782)  loss_giou_dn_1: 0.4586 (0.4700)  loss_giou_dn_2: 0.4300 (0.4394)  loss_giou_dn_3: 0.4219 (0.4311)  loss_giou_dn_4: 0.4155 (0.4290)  loss_giou_dn_5: 0.4154 (0.4292)  loss_vfl: 0.6540 (0.6689)  loss_vfl_aux_0: 0.7596 (0.7751)  loss_vfl_aux_1: 0.7122 (0.7265)  loss_vfl_aux_2: 0.6825 (0.6974)  loss_vfl_aux_3: 0.6595 (0.6809)  loss_vfl_aux_4: 0.6459 (0.6729)  loss_vfl_aux_5: 0.7662 (0.7601)  loss_vfl_dn_0: 0.4522 (0.4517)  loss_vfl_dn_1: 0.3857 (0.3858)  loss_vfl_dn_2: 0.3731 (0.3700)  loss_vfl_dn_3: 0.3665 (0.3625)  loss_vfl_dn_4: 0.3649 (0.3599)  loss_vfl_dn_5: 0.3644 (0.3591)  time: 0.4634  data: 0.0143  max mem: 5654
Epoch: [46]  [1900/7393]  eta: 0:45:09  lr: 0.000010  loss: 15.5469 (15.7500)  loss_bbox: 0.1379 (0.1520)  loss_bbox_aux_0: 0.1540 (0.1654)  loss_bbox_aux_1: 0.1423 (0.1568)  loss_bbox_aux_2: 0.1398 (0.1538)  loss_bbox_aux_3: 0.1373 (0.1522)  loss_bbox_aux_4: 0.1372 (0.1519)  loss_bbox_aux_5: 0.1927 (0.2014)  loss_bbox_dn_0: 0.2359 (0.2657)  loss_bbox_dn_1: 0.1717 (0.1944)  loss_bbox_dn_2: 0.1519 (0.1737)  loss_bbox_dn_3: 0.1484 (0.1678)  loss_bbox_dn_4: 0.1447 (0.1663)  loss_bbox_dn_5: 0.1447 (0.1663)  loss_giou: 0.4478 (0.4725)  loss_giou_aux_0: 0.4656 (0.4961)  loss_giou_aux_1: 0.4476 (0.4824)  loss_giou_aux_2: 0.4458 (0.4766)  loss_giou_aux_3: 0.4438 (0.4738)  loss_giou_aux_4: 0.4510 (0.4727)  loss_giou_aux_5: 0.5285 (0.5608)  loss_giou_dn_0: 0.5571 (0.5781)  loss_giou_dn_1: 0.4407 (0.4700)  loss_giou_dn_2: 0.4153 (0.4394)  loss_giou_dn_3: 0.4160 (0.4312)  loss_giou_dn_4: 0.4157 (0.4290)  loss_giou_dn_5: 0.4160 (0.4292)  loss_vfl: 0.6510 (0.6689)  loss_vfl_aux_0: 0.7508 (0.7751)  loss_vfl_aux_1: 0.7130 (0.7263)  loss_vfl_aux_2: 0.6825 (0.6972)  loss_vfl_aux_3: 0.6816 (0.6811)  loss_vfl_aux_4: 0.6499 (0.6729)  loss_vfl_aux_5: 0.7533 (0.7599)  loss_vfl_dn_0: 0.4522 (0.4516)  loss_vfl_dn_1: 0.3866 (0.3858)  loss_vfl_dn_2: 0.3727 (0.3700)  loss_vfl_dn_3: 0.3658 (0.3625)  loss_vfl_dn_4: 0.3639 (0.3599)  loss_vfl_dn_5: 0.3626 (0.3591)  time: 0.4817  data: 0.0148  max mem: 5654
Epoch: [46]  [2000/7393]  eta: 0:44:15  lr: 0.000010  loss: 15.3663 (15.7469)  loss_bbox: 0.1409 (0.1522)  loss_bbox_aux_0: 0.1590 (0.1655)  loss_bbox_aux_1: 0.1497 (0.1568)  loss_bbox_aux_2: 0.1511 (0.1539)  loss_bbox_aux_3: 0.1433 (0.1523)  loss_bbox_aux_4: 0.1416 (0.1521)  loss_bbox_aux_5: 0.1938 (0.2016)  loss_bbox_dn_0: 0.2498 (0.2662)  loss_bbox_dn_1: 0.1816 (0.1949)  loss_bbox_dn_2: 0.1616 (0.1742)  loss_bbox_dn_3: 0.1568 (0.1683)  loss_bbox_dn_4: 0.1583 (0.1669)  loss_bbox_dn_5: 0.1582 (0.1669)  loss_giou: 0.4501 (0.4715)  loss_giou_aux_0: 0.4830 (0.4952)  loss_giou_aux_1: 0.4639 (0.4813)  loss_giou_aux_2: 0.4473 (0.4756)  loss_giou_aux_3: 0.4527 (0.4728)  loss_giou_aux_4: 0.4500 (0.4717)  loss_giou_aux_5: 0.5321 (0.5600)  loss_giou_dn_0: 0.5494 (0.5775)  loss_giou_dn_1: 0.4410 (0.4694)  loss_giou_dn_2: 0.4139 (0.4389)  loss_giou_dn_3: 0.4054 (0.4306)  loss_giou_dn_4: 0.4044 (0.4285)  loss_giou_dn_5: 0.4065 (0.4287)  loss_vfl: 0.6498 (0.6694)  loss_vfl_aux_0: 0.7397 (0.7756)  loss_vfl_aux_1: 0.7197 (0.7272)  loss_vfl_aux_2: 0.6807 (0.6976)  loss_vfl_aux_3: 0.6704 (0.6816)  loss_vfl_aux_4: 0.6461 (0.6733)  loss_vfl_aux_5: 0.7232 (0.7601)  loss_vfl_dn_0: 0.4456 (0.4517)  loss_vfl_dn_1: 0.3844 (0.3857)  loss_vfl_dn_2: 0.3700 (0.3699)  loss_vfl_dn_3: 0.3641 (0.3625)  loss_vfl_dn_4: 0.3633 (0.3598)  loss_vfl_dn_5: 0.3631 (0.3590)  time: 0.4702  data: 0.0145  max mem: 5654
Epoch: [46]  [2100/7393]  eta: 0:43:21  lr: 0.000010  loss: 15.6939 (15.7492)  loss_bbox: 0.1599 (0.1520)  loss_bbox_aux_0: 0.1764 (0.1654)  loss_bbox_aux_1: 0.1657 (0.1567)  loss_bbox_aux_2: 0.1670 (0.1538)  loss_bbox_aux_3: 0.1657 (0.1522)  loss_bbox_aux_4: 0.1593 (0.1519)  loss_bbox_aux_5: 0.2065 (0.2015)  loss_bbox_dn_0: 0.2935 (0.2661)  loss_bbox_dn_1: 0.2115 (0.1949)  loss_bbox_dn_2: 0.1873 (0.1742)  loss_bbox_dn_3: 0.1791 (0.1683)  loss_bbox_dn_4: 0.1761 (0.1669)  loss_bbox_dn_5: 0.1761 (0.1669)  loss_giou: 0.4680 (0.4717)  loss_giou_aux_0: 0.5062 (0.4954)  loss_giou_aux_1: 0.4947 (0.4815)  loss_giou_aux_2: 0.4839 (0.4758)  loss_giou_aux_3: 0.4857 (0.4731)  loss_giou_aux_4: 0.4686 (0.4719)  loss_giou_aux_5: 0.5678 (0.5601)  loss_giou_dn_0: 0.5805 (0.5777)  loss_giou_dn_1: 0.4720 (0.4697)  loss_giou_dn_2: 0.4469 (0.4391)  loss_giou_dn_3: 0.4358 (0.4309)  loss_giou_dn_4: 0.4296 (0.4288)  loss_giou_dn_5: 0.4296 (0.4290)  loss_vfl: 0.6785 (0.6696)  loss_vfl_aux_0: 0.7891 (0.7756)  loss_vfl_aux_1: 0.7193 (0.7273)  loss_vfl_aux_2: 0.7097 (0.6976)  loss_vfl_aux_3: 0.6965 (0.6815)  loss_vfl_aux_4: 0.6875 (0.6734)  loss_vfl_aux_5: 0.7500 (0.7600)  loss_vfl_dn_0: 0.4531 (0.4517)  loss_vfl_dn_1: 0.3857 (0.3857)  loss_vfl_dn_2: 0.3719 (0.3700)  loss_vfl_dn_3: 0.3631 (0.3625)  loss_vfl_dn_4: 0.3599 (0.3599)  loss_vfl_dn_5: 0.3573 (0.3591)  time: 0.4765  data: 0.0145  max mem: 5654
Epoch: [46]  [2200/7393]  eta: 0:42:30  lr: 0.000010  loss: 15.7992 (15.7456)  loss_bbox: 0.1382 (0.1519)  loss_bbox_aux_0: 0.1509 (0.1653)  loss_bbox_aux_1: 0.1367 (0.1566)  loss_bbox_aux_2: 0.1421 (0.1537)  loss_bbox_aux_3: 0.1400 (0.1521)  loss_bbox_aux_4: 0.1381 (0.1518)  loss_bbox_aux_5: 0.1893 (0.2015)  loss_bbox_dn_0: 0.2594 (0.2662)  loss_bbox_dn_1: 0.1895 (0.1948)  loss_bbox_dn_2: 0.1678 (0.1742)  loss_bbox_dn_3: 0.1619 (0.1682)  loss_bbox_dn_4: 0.1604 (0.1668)  loss_bbox_dn_5: 0.1603 (0.1668)  loss_giou: 0.4226 (0.4714)  loss_giou_aux_0: 0.4440 (0.4950)  loss_giou_aux_1: 0.4203 (0.4812)  loss_giou_aux_2: 0.4221 (0.4755)  loss_giou_aux_3: 0.4148 (0.4729)  loss_giou_aux_4: 0.4209 (0.4717)  loss_giou_aux_5: 0.5147 (0.5599)  loss_giou_dn_0: 0.5380 (0.5773)  loss_giou_dn_1: 0.4492 (0.4693)  loss_giou_dn_2: 0.4162 (0.4388)  loss_giou_dn_3: 0.4097 (0.4305)  loss_giou_dn_4: 0.4038 (0.4284)  loss_giou_dn_5: 0.4036 (0.4286)  loss_vfl: 0.6398 (0.6698)  loss_vfl_aux_0: 0.7605 (0.7760)  loss_vfl_aux_1: 0.7415 (0.7276)  loss_vfl_aux_2: 0.6814 (0.6978)  loss_vfl_aux_3: 0.6630 (0.6816)  loss_vfl_aux_4: 0.6402 (0.6736)  loss_vfl_aux_5: 0.7324 (0.7604)  loss_vfl_dn_0: 0.4453 (0.4517)  loss_vfl_dn_1: 0.3815 (0.3857)  loss_vfl_dn_2: 0.3672 (0.3699)  loss_vfl_dn_3: 0.3600 (0.3624)  loss_vfl_dn_4: 0.3573 (0.3598)  loss_vfl_dn_5: 0.3570 (0.3590)  time: 0.4825  data: 0.0140  max mem: 5654
Epoch: [46]  [2300/7393]  eta: 0:41:56  lr: 0.000010  loss: 16.4576 (15.7486)  loss_bbox: 0.1521 (0.1516)  loss_bbox_aux_0: 0.1650 (0.1651)  loss_bbox_aux_1: 0.1560 (0.1564)  loss_bbox_aux_2: 0.1558 (0.1534)  loss_bbox_aux_3: 0.1523 (0.1518)  loss_bbox_aux_4: 0.1529 (0.1515)  loss_bbox_aux_5: 0.1957 (0.2012)  loss_bbox_dn_0: 0.2452 (0.2657)  loss_bbox_dn_1: 0.1883 (0.1944)  loss_bbox_dn_2: 0.1641 (0.1738)  loss_bbox_dn_3: 0.1571 (0.1678)  loss_bbox_dn_4: 0.1550 (0.1664)  loss_bbox_dn_5: 0.1550 (0.1664)  loss_giou: 0.4831 (0.4725)  loss_giou_aux_0: 0.5183 (0.4961)  loss_giou_aux_1: 0.4923 (0.4822)  loss_giou_aux_2: 0.4979 (0.4766)  loss_giou_aux_3: 0.4884 (0.4740)  loss_giou_aux_4: 0.4855 (0.4727)  loss_giou_aux_5: 0.5840 (0.5611)  loss_giou_dn_0: 0.6014 (0.5781)  loss_giou_dn_1: 0.4851 (0.4700)  loss_giou_dn_2: 0.4590 (0.4394)  loss_giou_dn_3: 0.4566 (0.4312)  loss_giou_dn_4: 0.4566 (0.4291)  loss_giou_dn_5: 0.4566 (0.4293)  loss_vfl: 0.6502 (0.6692)  loss_vfl_aux_0: 0.7738 (0.7752)  loss_vfl_aux_1: 0.7372 (0.7269)  loss_vfl_aux_2: 0.6903 (0.6972)  loss_vfl_aux_3: 0.6579 (0.6810)  loss_vfl_aux_4: 0.6568 (0.6731)  loss_vfl_aux_5: 0.7411 (0.7594)  loss_vfl_dn_0: 0.4512 (0.4516)  loss_vfl_dn_1: 0.3922 (0.3857)  loss_vfl_dn_2: 0.3769 (0.3700)  loss_vfl_dn_3: 0.3675 (0.3625)  loss_vfl_dn_4: 0.3626 (0.3598)  loss_vfl_dn_5: 0.3624 (0.3591)  time: 0.8433  data: 0.0139  max mem: 5654
Epoch: [46]  [2400/7393]  eta: 0:41:04  lr: 0.000010  loss: 15.5442 (15.7449)  loss_bbox: 0.1465 (0.1517)  loss_bbox_aux_0: 0.1629 (0.1651)  loss_bbox_aux_1: 0.1513 (0.1565)  loss_bbox_aux_2: 0.1517 (0.1535)  loss_bbox_aux_3: 0.1425 (0.1519)  loss_bbox_aux_4: 0.1471 (0.1516)  loss_bbox_aux_5: 0.1942 (0.2013)  loss_bbox_dn_0: 0.2376 (0.2659)  loss_bbox_dn_1: 0.1700 (0.1946)  loss_bbox_dn_2: 0.1582 (0.1739)  loss_bbox_dn_3: 0.1533 (0.1680)  loss_bbox_dn_4: 0.1514 (0.1665)  loss_bbox_dn_5: 0.1514 (0.1665)  loss_giou: 0.4718 (0.4719)  loss_giou_aux_0: 0.4707 (0.4955)  loss_giou_aux_1: 0.4779 (0.4816)  loss_giou_aux_2: 0.4701 (0.4760)  loss_giou_aux_3: 0.4691 (0.4734)  loss_giou_aux_4: 0.4691 (0.4722)  loss_giou_aux_5: 0.5522 (0.5605)  loss_giou_dn_0: 0.5623 (0.5776)  loss_giou_dn_1: 0.4600 (0.4696)  loss_giou_dn_2: 0.4284 (0.4391)  loss_giou_dn_3: 0.4192 (0.4308)  loss_giou_dn_4: 0.4168 (0.4287)  loss_giou_dn_5: 0.4169 (0.4289)  loss_vfl: 0.6463 (0.6694)  loss_vfl_aux_0: 0.7598 (0.7756)  loss_vfl_aux_1: 0.7164 (0.7270)  loss_vfl_aux_2: 0.6703 (0.6974)  loss_vfl_aux_3: 0.6659 (0.6812)  loss_vfl_aux_4: 0.6456 (0.6732)  loss_vfl_aux_5: 0.7310 (0.7596)  loss_vfl_dn_0: 0.4457 (0.4516)  loss_vfl_dn_1: 0.3829 (0.3857)  loss_vfl_dn_2: 0.3672 (0.3699)  loss_vfl_dn_3: 0.3592 (0.3625)  loss_vfl_dn_4: 0.3551 (0.3599)  loss_vfl_dn_5: 0.3525 (0.3591)  time: 0.4820  data: 0.0139  max mem: 5654
Epoch: [46]  [2500/7393]  eta: 0:40:12  lr: 0.000010  loss: 15.9364 (15.7512)  loss_bbox: 0.1523 (0.1517)  loss_bbox_aux_0: 0.1700 (0.1651)  loss_bbox_aux_1: 0.1577 (0.1566)  loss_bbox_aux_2: 0.1547 (0.1535)  loss_bbox_aux_3: 0.1530 (0.1520)  loss_bbox_aux_4: 0.1522 (0.1516)  loss_bbox_aux_5: 0.2195 (0.2015)  loss_bbox_dn_0: 0.2778 (0.2659)  loss_bbox_dn_1: 0.2035 (0.1946)  loss_bbox_dn_2: 0.1767 (0.1739)  loss_bbox_dn_3: 0.1725 (0.1680)  loss_bbox_dn_4: 0.1718 (0.1665)  loss_bbox_dn_5: 0.1717 (0.1665)  loss_giou: 0.4512 (0.4726)  loss_giou_aux_0: 0.4704 (0.4962)  loss_giou_aux_1: 0.4526 (0.4824)  loss_giou_aux_2: 0.4519 (0.4767)  loss_giou_aux_3: 0.4548 (0.4741)  loss_giou_aux_4: 0.4512 (0.4728)  loss_giou_aux_5: 0.5312 (0.5611)  loss_giou_dn_0: 0.5801 (0.5780)  loss_giou_dn_1: 0.4578 (0.4700)  loss_giou_dn_2: 0.4256 (0.4394)  loss_giou_dn_3: 0.4146 (0.4312)  loss_giou_dn_4: 0.4134 (0.4291)  loss_giou_dn_5: 0.4135 (0.4293)  loss_vfl: 0.6487 (0.6692)  loss_vfl_aux_0: 0.7708 (0.7752)  loss_vfl_aux_1: 0.7202 (0.7268)  loss_vfl_aux_2: 0.6798 (0.6972)  loss_vfl_aux_3: 0.6576 (0.6809)  loss_vfl_aux_4: 0.6545 (0.6730)  loss_vfl_aux_5: 0.7657 (0.7591)  loss_vfl_dn_0: 0.4473 (0.4515)  loss_vfl_dn_1: 0.3924 (0.3858)  loss_vfl_dn_2: 0.3682 (0.3700)  loss_vfl_dn_3: 0.3581 (0.3626)  loss_vfl_dn_4: 0.3554 (0.3599)  loss_vfl_dn_5: 0.3544 (0.3592)  time: 0.4870  data: 0.0144  max mem: 5654
Epoch: [46]  [2600/7393]  eta: 0:39:22  lr: 0.000010  loss: 15.8576 (15.7515)  loss_bbox: 0.1647 (0.1517)  loss_bbox_aux_0: 0.1573 (0.1651)  loss_bbox_aux_1: 0.1503 (0.1567)  loss_bbox_aux_2: 0.1615 (0.1536)  loss_bbox_aux_3: 0.1640 (0.1520)  loss_bbox_aux_4: 0.1634 (0.1517)  loss_bbox_aux_5: 0.1947 (0.2015)  loss_bbox_dn_0: 0.2553 (0.2659)  loss_bbox_dn_1: 0.1862 (0.1946)  loss_bbox_dn_2: 0.1734 (0.1740)  loss_bbox_dn_3: 0.1705 (0.1681)  loss_bbox_dn_4: 0.1719 (0.1666)  loss_bbox_dn_5: 0.1719 (0.1666)  loss_giou: 0.4369 (0.4726)  loss_giou_aux_0: 0.4652 (0.4963)  loss_giou_aux_1: 0.4619 (0.4824)  loss_giou_aux_2: 0.4460 (0.4769)  loss_giou_aux_3: 0.4619 (0.4742)  loss_giou_aux_4: 0.4551 (0.4729)  loss_giou_aux_5: 0.5173 (0.5612)  loss_giou_dn_0: 0.5707 (0.5778)  loss_giou_dn_1: 0.4580 (0.4700)  loss_giou_dn_2: 0.4184 (0.4394)  loss_giou_dn_3: 0.4094 (0.4312)  loss_giou_dn_4: 0.4054 (0.4291)  loss_giou_dn_5: 0.4056 (0.4293)  loss_vfl: 0.6627 (0.6694)  loss_vfl_aux_0: 0.7653 (0.7750)  loss_vfl_aux_1: 0.7194 (0.7267)  loss_vfl_aux_2: 0.6769 (0.6971)  loss_vfl_aux_3: 0.6633 (0.6809)  loss_vfl_aux_4: 0.6622 (0.6731)  loss_vfl_aux_5: 0.7146 (0.7589)  loss_vfl_dn_0: 0.4559 (0.4515)  loss_vfl_dn_1: 0.3862 (0.3858)  loss_vfl_dn_2: 0.3704 (0.3700)  loss_vfl_dn_3: 0.3630 (0.3626)  loss_vfl_dn_4: 0.3626 (0.3599)  loss_vfl_dn_5: 0.3620 (0.3592)  time: 0.4898  data: 0.0140  max mem: 5654
Epoch: [46]  [2700/7393]  eta: 0:38:29  lr: 0.000010  loss: 15.5368 (15.7621)  loss_bbox: 0.1424 (0.1518)  loss_bbox_aux_0: 0.1601 (0.1653)  loss_bbox_aux_1: 0.1455 (0.1568)  loss_bbox_aux_2: 0.1462 (0.1538)  loss_bbox_aux_3: 0.1431 (0.1522)  loss_bbox_aux_4: 0.1423 (0.1518)  loss_bbox_aux_5: 0.2002 (0.2017)  loss_bbox_dn_0: 0.2625 (0.2659)  loss_bbox_dn_1: 0.1843 (0.1946)  loss_bbox_dn_2: 0.1556 (0.1740)  loss_bbox_dn_3: 0.1517 (0.1681)  loss_bbox_dn_4: 0.1501 (0.1666)  loss_bbox_dn_5: 0.1501 (0.1666)  loss_giou: 0.4838 (0.4734)  loss_giou_aux_0: 0.5053 (0.4971)  loss_giou_aux_1: 0.4944 (0.4832)  loss_giou_aux_2: 0.4833 (0.4777)  loss_giou_aux_3: 0.4762 (0.4750)  loss_giou_aux_4: 0.4839 (0.4737)  loss_giou_aux_5: 0.6000 (0.5621)  loss_giou_dn_0: 0.5904 (0.5783)  loss_giou_dn_1: 0.4776 (0.4704)  loss_giou_dn_2: 0.4496 (0.4399)  loss_giou_dn_3: 0.4404 (0.4316)  loss_giou_dn_4: 0.4379 (0.4296)  loss_giou_dn_5: 0.4379 (0.4297)  loss_vfl: 0.6681 (0.6696)  loss_vfl_aux_0: 0.7420 (0.7747)  loss_vfl_aux_1: 0.7093 (0.7268)  loss_vfl_aux_2: 0.6829 (0.6973)  loss_vfl_aux_3: 0.6782 (0.6811)  loss_vfl_aux_4: 0.6732 (0.6733)  loss_vfl_aux_5: 0.7458 (0.7587)  loss_vfl_dn_0: 0.4467 (0.4515)  loss_vfl_dn_1: 0.3838 (0.3859)  loss_vfl_dn_2: 0.3674 (0.3702)  loss_vfl_dn_3: 0.3592 (0.3627)  loss_vfl_dn_4: 0.3551 (0.3601)  loss_vfl_dn_5: 0.3534 (0.3593)  time: 0.4808  data: 0.0135  max mem: 5654
Epoch: [46]  [2800/7393]  eta: 0:37:39  lr: 0.000010  loss: 15.3746 (15.7543)  loss_bbox: 0.1428 (0.1517)  loss_bbox_aux_0: 0.1523 (0.1652)  loss_bbox_aux_1: 0.1468 (0.1567)  loss_bbox_aux_2: 0.1463 (0.1537)  loss_bbox_aux_3: 0.1460 (0.1521)  loss_bbox_aux_4: 0.1439 (0.1517)  loss_bbox_aux_5: 0.1883 (0.2015)  loss_bbox_dn_0: 0.2472 (0.2656)  loss_bbox_dn_1: 0.1774 (0.1944)  loss_bbox_dn_2: 0.1570 (0.1738)  loss_bbox_dn_3: 0.1584 (0.1679)  loss_bbox_dn_4: 0.1568 (0.1665)  loss_bbox_dn_5: 0.1569 (0.1665)  loss_giou: 0.3923 (0.4726)  loss_giou_aux_0: 0.4141 (0.4964)  loss_giou_aux_1: 0.4262 (0.4825)  loss_giou_aux_2: 0.3956 (0.4770)  loss_giou_aux_3: 0.3927 (0.4743)  loss_giou_aux_4: 0.3916 (0.4730)  loss_giou_aux_5: 0.4842 (0.5614)  loss_giou_dn_0: 0.5386 (0.5779)  loss_giou_dn_1: 0.4379 (0.4700)  loss_giou_dn_2: 0.4113 (0.4395)  loss_giou_dn_3: 0.4042 (0.4312)  loss_giou_dn_4: 0.4011 (0.4292)  loss_giou_dn_5: 0.4012 (0.4293)  loss_vfl: 0.6861 (0.6698)  loss_vfl_aux_0: 0.8083 (0.7751)  loss_vfl_aux_1: 0.7424 (0.7270)  loss_vfl_aux_2: 0.7112 (0.6973)  loss_vfl_aux_3: 0.6741 (0.6811)  loss_vfl_aux_4: 0.6907 (0.6734)  loss_vfl_aux_5: 0.7782 (0.7590)  loss_vfl_dn_0: 0.4593 (0.4516)  loss_vfl_dn_1: 0.3934 (0.3860)  loss_vfl_dn_2: 0.3770 (0.3702)  loss_vfl_dn_3: 0.3645 (0.3627)  loss_vfl_dn_4: 0.3609 (0.3601)  loss_vfl_dn_5: 0.3590 (0.3593)  time: 0.4841  data: 0.0141  max mem: 5654
Epoch: [46]  [2900/7393]  eta: 0:36:48  lr: 0.000010  loss: 15.7722 (15.7564)  loss_bbox: 0.1340 (0.1517)  loss_bbox_aux_0: 0.1525 (0.1652)  loss_bbox_aux_1: 0.1453 (0.1568)  loss_bbox_aux_2: 0.1382 (0.1537)  loss_bbox_aux_3: 0.1325 (0.1521)  loss_bbox_aux_4: 0.1315 (0.1517)  loss_bbox_aux_5: 0.1800 (0.2015)  loss_bbox_dn_0: 0.2300 (0.2657)  loss_bbox_dn_1: 0.1725 (0.1946)  loss_bbox_dn_2: 0.1564 (0.1740)  loss_bbox_dn_3: 0.1532 (0.1681)  loss_bbox_dn_4: 0.1532 (0.1667)  loss_bbox_dn_5: 0.1533 (0.1667)  loss_giou: 0.4666 (0.4729)  loss_giou_aux_0: 0.5025 (0.4966)  loss_giou_aux_1: 0.4780 (0.4827)  loss_giou_aux_2: 0.4722 (0.4772)  loss_giou_aux_3: 0.4629 (0.4744)  loss_giou_aux_4: 0.4743 (0.4732)  loss_giou_aux_5: 0.5643 (0.5615)  loss_giou_dn_0: 0.5715 (0.5779)  loss_giou_dn_1: 0.4616 (0.4700)  loss_giou_dn_2: 0.4286 (0.4395)  loss_giou_dn_3: 0.4181 (0.4313)  loss_giou_dn_4: 0.4174 (0.4293)  loss_giou_dn_5: 0.4178 (0.4294)  loss_vfl: 0.6655 (0.6696)  loss_vfl_aux_0: 0.7644 (0.7752)  loss_vfl_aux_1: 0.7273 (0.7271)  loss_vfl_aux_2: 0.6614 (0.6972)  loss_vfl_aux_3: 0.6599 (0.6810)  loss_vfl_aux_4: 0.6580 (0.6732)  loss_vfl_aux_5: 0.7387 (0.7589)  loss_vfl_dn_0: 0.4383 (0.4515)  loss_vfl_dn_1: 0.3819 (0.3860)  loss_vfl_dn_2: 0.3609 (0.3702)  loss_vfl_dn_3: 0.3508 (0.3627)  loss_vfl_dn_4: 0.3492 (0.3601)  loss_vfl_dn_5: 0.3477 (0.3593)  time: 0.4772  data: 0.0142  max mem: 5654
Epoch: [46]  [3000/7393]  eta: 0:35:58  lr: 0.000010  loss: 15.4497 (15.7563)  loss_bbox: 0.1600 (0.1521)  loss_bbox_aux_0: 0.1605 (0.1654)  loss_bbox_aux_1: 0.1654 (0.1570)  loss_bbox_aux_2: 0.1631 (0.1540)  loss_bbox_aux_3: 0.1611 (0.1524)  loss_bbox_aux_4: 0.1592 (0.1520)  loss_bbox_aux_5: 0.1947 (0.2017)  loss_bbox_dn_0: 0.2152 (0.2662)  loss_bbox_dn_1: 0.1612 (0.1950)  loss_bbox_dn_2: 0.1455 (0.1744)  loss_bbox_dn_3: 0.1416 (0.1684)  loss_bbox_dn_4: 0.1397 (0.1670)  loss_bbox_dn_5: 0.1397 (0.1670)  loss_giou: 0.4697 (0.4725)  loss_giou_aux_0: 0.4890 (0.4961)  loss_giou_aux_1: 0.4811 (0.4823)  loss_giou_aux_2: 0.4686 (0.4767)  loss_giou_aux_3: 0.4759 (0.4740)  loss_giou_aux_4: 0.4778 (0.4728)  loss_giou_aux_5: 0.5524 (0.5611)  loss_giou_dn_0: 0.5919 (0.5777)  loss_giou_dn_1: 0.4893 (0.4698)  loss_giou_dn_2: 0.4497 (0.4393)  loss_giou_dn_3: 0.4431 (0.4311)  loss_giou_dn_4: 0.4416 (0.4290)  loss_giou_dn_5: 0.4416 (0.4292)  loss_vfl: 0.6616 (0.6696)  loss_vfl_aux_0: 0.7625 (0.7753)  loss_vfl_aux_1: 0.6901 (0.7274)  loss_vfl_aux_2: 0.6876 (0.6973)  loss_vfl_aux_3: 0.6721 (0.6809)  loss_vfl_aux_4: 0.6529 (0.6733)  loss_vfl_aux_5: 0.7372 (0.7589)  loss_vfl_dn_0: 0.4497 (0.4516)  loss_vfl_dn_1: 0.3869 (0.3859)  loss_vfl_dn_2: 0.3704 (0.3701)  loss_vfl_dn_3: 0.3663 (0.3626)  loss_vfl_dn_4: 0.3601 (0.3600)  loss_vfl_dn_5: 0.3584 (0.3592)  time: 0.4854  data: 0.0145  max mem: 5654
Epoch: [46]  [3100/7393]  eta: 0:35:16  lr: 0.000010  loss: 15.5650 (15.7545)  loss_bbox: 0.1487 (0.1521)  loss_bbox_aux_0: 0.1549 (0.1653)  loss_bbox_aux_1: 0.1513 (0.1570)  loss_bbox_aux_2: 0.1519 (0.1541)  loss_bbox_aux_3: 0.1484 (0.1524)  loss_bbox_aux_4: 0.1486 (0.1521)  loss_bbox_aux_5: 0.1994 (0.2018)  loss_bbox_dn_0: 0.2337 (0.2661)  loss_bbox_dn_1: 0.1801 (0.1948)  loss_bbox_dn_2: 0.1640 (0.1742)  loss_bbox_dn_3: 0.1532 (0.1683)  loss_bbox_dn_4: 0.1527 (0.1669)  loss_bbox_dn_5: 0.1528 (0.1669)  loss_giou: 0.4542 (0.4726)  loss_giou_aux_0: 0.4947 (0.4961)  loss_giou_aux_1: 0.4828 (0.4823)  loss_giou_aux_2: 0.4679 (0.4769)  loss_giou_aux_3: 0.4584 (0.4741)  loss_giou_aux_4: 0.4544 (0.4730)  loss_giou_aux_5: 0.5545 (0.5611)  loss_giou_dn_0: 0.5779 (0.5777)  loss_giou_dn_1: 0.4765 (0.4697)  loss_giou_dn_2: 0.4429 (0.4392)  loss_giou_dn_3: 0.4327 (0.4310)  loss_giou_dn_4: 0.4296 (0.4289)  loss_giou_dn_5: 0.4294 (0.4291)  loss_vfl: 0.6693 (0.6693)  loss_vfl_aux_0: 0.7723 (0.7754)  loss_vfl_aux_1: 0.7191 (0.7274)  loss_vfl_aux_2: 0.6757 (0.6969)  loss_vfl_aux_3: 0.6624 (0.6806)  loss_vfl_aux_4: 0.6657 (0.6729)  loss_vfl_aux_5: 0.7389 (0.7586)  loss_vfl_dn_0: 0.4535 (0.4516)  loss_vfl_dn_1: 0.3931 (0.3859)  loss_vfl_dn_2: 0.3797 (0.3701)  loss_vfl_dn_3: 0.3704 (0.3626)  loss_vfl_dn_4: 0.3693 (0.3600)  loss_vfl_dn_5: 0.3695 (0.3592)  time: 0.4902  data: 0.0136  max mem: 5654
Epoch: [46]  [3200/7393]  eta: 0:34:24  lr: 0.000010  loss: 16.3217 (15.7634)  loss_bbox: 0.1575 (0.1522)  loss_bbox_aux_0: 0.1647 (0.1652)  loss_bbox_aux_1: 0.1574 (0.1569)  loss_bbox_aux_2: 0.1562 (0.1541)  loss_bbox_aux_3: 0.1601 (0.1524)  loss_bbox_aux_4: 0.1581 (0.1521)  loss_bbox_aux_5: 0.2056 (0.2016)  loss_bbox_dn_0: 0.2556 (0.2660)  loss_bbox_dn_1: 0.1824 (0.1949)  loss_bbox_dn_2: 0.1698 (0.1743)  loss_bbox_dn_3: 0.1693 (0.1684)  loss_bbox_dn_4: 0.1694 (0.1669)  loss_bbox_dn_5: 0.1695 (0.1670)  loss_giou: 0.4874 (0.4731)  loss_giou_aux_0: 0.5042 (0.4966)  loss_giou_aux_1: 0.4930 (0.4828)  loss_giou_aux_2: 0.4976 (0.4774)  loss_giou_aux_3: 0.4910 (0.4745)  loss_giou_aux_4: 0.4890 (0.4734)  loss_giou_aux_5: 0.5767 (0.5615)  loss_giou_dn_0: 0.5790 (0.5780)  loss_giou_dn_1: 0.4729 (0.4700)  loss_giou_dn_2: 0.4453 (0.4396)  loss_giou_dn_3: 0.4353 (0.4313)  loss_giou_dn_4: 0.4324 (0.4292)  loss_giou_dn_5: 0.4324 (0.4294)  loss_vfl: 0.6599 (0.6698)  loss_vfl_aux_0: 0.7565 (0.7760)  loss_vfl_aux_1: 0.7191 (0.7280)  loss_vfl_aux_2: 0.6795 (0.6974)  loss_vfl_aux_3: 0.6630 (0.6813)  loss_vfl_aux_4: 0.6684 (0.6735)  loss_vfl_aux_5: 0.7605 (0.7588)  loss_vfl_dn_0: 0.4563 (0.4516)  loss_vfl_dn_1: 0.3886 (0.3860)  loss_vfl_dn_2: 0.3669 (0.3702)  loss_vfl_dn_3: 0.3626 (0.3627)  loss_vfl_dn_4: 0.3609 (0.3601)  loss_vfl_dn_5: 0.3580 (0.3593)  time: 0.4786  data: 0.0141  max mem: 5654
Epoch: [46]  [3300/7393]  eta: 0:33:33  lr: 0.000010  loss: 15.8900 (15.7705)  loss_bbox: 0.1602 (0.1523)  loss_bbox_aux_0: 0.1686 (0.1654)  loss_bbox_aux_1: 0.1545 (0.1571)  loss_bbox_aux_2: 0.1573 (0.1543)  loss_bbox_aux_3: 0.1577 (0.1526)  loss_bbox_aux_4: 0.1621 (0.1523)  loss_bbox_aux_5: 0.1984 (0.2019)  loss_bbox_dn_0: 0.2525 (0.2664)  loss_bbox_dn_1: 0.1734 (0.1952)  loss_bbox_dn_2: 0.1584 (0.1746)  loss_bbox_dn_3: 0.1554 (0.1687)  loss_bbox_dn_4: 0.1546 (0.1672)  loss_bbox_dn_5: 0.1546 (0.1673)  loss_giou: 0.4921 (0.4730)  loss_giou_aux_0: 0.5146 (0.4965)  loss_giou_aux_1: 0.4909 (0.4826)  loss_giou_aux_2: 0.4930 (0.4772)  loss_giou_aux_3: 0.4909 (0.4744)  loss_giou_aux_4: 0.4943 (0.4733)  loss_giou_aux_5: 0.5796 (0.5615)  loss_giou_dn_0: 0.5885 (0.5780)  loss_giou_dn_1: 0.4809 (0.4701)  loss_giou_dn_2: 0.4520 (0.4396)  loss_giou_dn_3: 0.4466 (0.4313)  loss_giou_dn_4: 0.4456 (0.4293)  loss_giou_dn_5: 0.4456 (0.4294)  loss_vfl: 0.6495 (0.6703)  loss_vfl_aux_0: 0.7369 (0.7764)  loss_vfl_aux_1: 0.6815 (0.7285)  loss_vfl_aux_2: 0.6489 (0.6980)  loss_vfl_aux_3: 0.6488 (0.6819)  loss_vfl_aux_4: 0.6437 (0.6740)  loss_vfl_aux_5: 0.7588 (0.7594)  loss_vfl_dn_0: 0.4609 (0.4517)  loss_vfl_dn_1: 0.3911 (0.3861)  loss_vfl_dn_2: 0.3777 (0.3702)  loss_vfl_dn_3: 0.3711 (0.3628)  loss_vfl_dn_4: 0.3680 (0.3602)  loss_vfl_dn_5: 0.3683 (0.3594)  time: 0.4836  data: 0.0139  max mem: 5654
Epoch: [46]  [3400/7393]  eta: 0:32:43  lr: 0.000010  loss: 15.4120 (15.7762)  loss_bbox: 0.1529 (0.1524)  loss_bbox_aux_0: 0.1715 (0.1654)  loss_bbox_aux_1: 0.1685 (0.1572)  loss_bbox_aux_2: 0.1539 (0.1544)  loss_bbox_aux_3: 0.1541 (0.1527)  loss_bbox_aux_4: 0.1518 (0.1523)  loss_bbox_aux_5: 0.2108 (0.2019)  loss_bbox_dn_0: 0.2688 (0.2665)  loss_bbox_dn_1: 0.2028 (0.1954)  loss_bbox_dn_2: 0.1793 (0.1748)  loss_bbox_dn_3: 0.1740 (0.1688)  loss_bbox_dn_4: 0.1737 (0.1674)  loss_bbox_dn_5: 0.1738 (0.1674)  loss_giou: 0.4536 (0.4730)  loss_giou_aux_0: 0.4822 (0.4965)  loss_giou_aux_1: 0.4630 (0.4827)  loss_giou_aux_2: 0.4586 (0.4773)  loss_giou_aux_3: 0.4646 (0.4744)  loss_giou_aux_4: 0.4568 (0.4733)  loss_giou_aux_5: 0.5460 (0.5615)  loss_giou_dn_0: 0.5488 (0.5781)  loss_giou_dn_1: 0.4399 (0.4702)  loss_giou_dn_2: 0.4105 (0.4398)  loss_giou_dn_3: 0.3987 (0.4315)  loss_giou_dn_4: 0.3945 (0.4294)  loss_giou_dn_5: 0.3947 (0.4296)  loss_vfl: 0.6538 (0.6708)  loss_vfl_aux_0: 0.7751 (0.7766)  loss_vfl_aux_1: 0.7168 (0.7290)  loss_vfl_aux_2: 0.6893 (0.6984)  loss_vfl_aux_3: 0.6625 (0.6823)  loss_vfl_aux_4: 0.6554 (0.6745)  loss_vfl_aux_5: 0.7728 (0.7599)  loss_vfl_dn_0: 0.4475 (0.4518)  loss_vfl_dn_1: 0.3831 (0.3861)  loss_vfl_dn_2: 0.3691 (0.3703)  loss_vfl_dn_3: 0.3617 (0.3629)  loss_vfl_dn_4: 0.3604 (0.3603)  loss_vfl_dn_5: 0.3589 (0.3595)  time: 0.4820  data: 0.0139  max mem: 5654
Epoch: [46]  [3500/7393]  eta: 0:31:54  lr: 0.000010  loss: 15.5889 (15.7758)  loss_bbox: 0.1384 (0.1523)  loss_bbox_aux_0: 0.1515 (0.1653)  loss_bbox_aux_1: 0.1439 (0.1570)  loss_bbox_aux_2: 0.1427 (0.1543)  loss_bbox_aux_3: 0.1405 (0.1526)  loss_bbox_aux_4: 0.1386 (0.1522)  loss_bbox_aux_5: 0.1821 (0.2017)  loss_bbox_dn_0: 0.2250 (0.2662)  loss_bbox_dn_1: 0.1732 (0.1952)  loss_bbox_dn_2: 0.1581 (0.1746)  loss_bbox_dn_3: 0.1521 (0.1687)  loss_bbox_dn_4: 0.1510 (0.1673)  loss_bbox_dn_5: 0.1510 (0.1673)  loss_giou: 0.4940 (0.4732)  loss_giou_aux_0: 0.5030 (0.4968)  loss_giou_aux_1: 0.4943 (0.4829)  loss_giou_aux_2: 0.4944 (0.4775)  loss_giou_aux_3: 0.4899 (0.4746)  loss_giou_aux_4: 0.4866 (0.4735)  loss_giou_aux_5: 0.5670 (0.5616)  loss_giou_dn_0: 0.6054 (0.5783)  loss_giou_dn_1: 0.4994 (0.4704)  loss_giou_dn_2: 0.4632 (0.4399)  loss_giou_dn_3: 0.4507 (0.4317)  loss_giou_dn_4: 0.4465 (0.4296)  loss_giou_dn_5: 0.4465 (0.4298)  loss_vfl: 0.6562 (0.6707)  loss_vfl_aux_0: 0.7459 (0.7763)  loss_vfl_aux_1: 0.7235 (0.7288)  loss_vfl_aux_2: 0.6773 (0.6983)  loss_vfl_aux_3: 0.6720 (0.6822)  loss_vfl_aux_4: 0.6587 (0.6744)  loss_vfl_aux_5: 0.7199 (0.7598)  loss_vfl_dn_0: 0.4534 (0.4518)  loss_vfl_dn_1: 0.3879 (0.3862)  loss_vfl_dn_2: 0.3739 (0.3703)  loss_vfl_dn_3: 0.3673 (0.3630)  loss_vfl_dn_4: 0.3651 (0.3604)  loss_vfl_dn_5: 0.3649 (0.3596)  time: 0.4831  data: 0.0138  max mem: 5654
Epoch: [46]  [3600/7393]  eta: 0:31:03  lr: 0.000010  loss: 15.4169 (15.7827)  loss_bbox: 0.1422 (0.1524)  loss_bbox_aux_0: 0.1568 (0.1654)  loss_bbox_aux_1: 0.1499 (0.1571)  loss_bbox_aux_2: 0.1460 (0.1544)  loss_bbox_aux_3: 0.1484 (0.1527)  loss_bbox_aux_4: 0.1469 (0.1524)  loss_bbox_aux_5: 0.1926 (0.2018)  loss_bbox_dn_0: 0.2771 (0.2662)  loss_bbox_dn_1: 0.1868 (0.1953)  loss_bbox_dn_2: 0.1628 (0.1747)  loss_bbox_dn_3: 0.1524 (0.1687)  loss_bbox_dn_4: 0.1518 (0.1673)  loss_bbox_dn_5: 0.1519 (0.1673)  loss_giou: 0.4102 (0.4737)  loss_giou_aux_0: 0.4504 (0.4972)  loss_giou_aux_1: 0.4380 (0.4833)  loss_giou_aux_2: 0.4410 (0.4779)  loss_giou_aux_3: 0.4263 (0.4751)  loss_giou_aux_4: 0.4095 (0.4740)  loss_giou_aux_5: 0.5307 (0.5620)  loss_giou_dn_0: 0.5495 (0.5786)  loss_giou_dn_1: 0.4359 (0.4707)  loss_giou_dn_2: 0.4017 (0.4402)  loss_giou_dn_3: 0.3951 (0.4320)  loss_giou_dn_4: 0.3949 (0.4299)  loss_giou_dn_5: 0.3949 (0.4301)  loss_vfl: 0.6649 (0.6707)  loss_vfl_aux_0: 0.7628 (0.7763)  loss_vfl_aux_1: 0.7200 (0.7289)  loss_vfl_aux_2: 0.6975 (0.6985)  loss_vfl_aux_3: 0.6765 (0.6822)  loss_vfl_aux_4: 0.6788 (0.6744)  loss_vfl_aux_5: 0.7381 (0.7597)  loss_vfl_dn_0: 0.4450 (0.4518)  loss_vfl_dn_1: 0.3846 (0.3863)  loss_vfl_dn_2: 0.3645 (0.3704)  loss_vfl_dn_3: 0.3563 (0.3630)  loss_vfl_dn_4: 0.3526 (0.3604)  loss_vfl_dn_5: 0.3528 (0.3596)  time: 0.4735  data: 0.0139  max mem: 5654
Epoch: [46]  [3700/7393]  eta: 0:30:20  lr: 0.000010  loss: 15.8137 (15.7812)  loss_bbox: 0.1316 (0.1524)  loss_bbox_aux_0: 0.1518 (0.1653)  loss_bbox_aux_1: 0.1410 (0.1571)  loss_bbox_aux_2: 0.1397 (0.1543)  loss_bbox_aux_3: 0.1341 (0.1527)  loss_bbox_aux_4: 0.1302 (0.1523)  loss_bbox_aux_5: 0.1775 (0.2018)  loss_bbox_dn_0: 0.2257 (0.2662)  loss_bbox_dn_1: 0.1679 (0.1953)  loss_bbox_dn_2: 0.1463 (0.1747)  loss_bbox_dn_3: 0.1451 (0.1687)  loss_bbox_dn_4: 0.1450 (0.1673)  loss_bbox_dn_5: 0.1451 (0.1673)  loss_giou: 0.4482 (0.4736)  loss_giou_aux_0: 0.4693 (0.4970)  loss_giou_aux_1: 0.4562 (0.4831)  loss_giou_aux_2: 0.4404 (0.4777)  loss_giou_aux_3: 0.4465 (0.4750)  loss_giou_aux_4: 0.4480 (0.4738)  loss_giou_aux_5: 0.5483 (0.5618)  loss_giou_dn_0: 0.5708 (0.5785)  loss_giou_dn_1: 0.4681 (0.4706)  loss_giou_dn_2: 0.4415 (0.4402)  loss_giou_dn_3: 0.4302 (0.4319)  loss_giou_dn_4: 0.4286 (0.4299)  loss_giou_dn_5: 0.4300 (0.4301)  loss_vfl: 0.6635 (0.6707)  loss_vfl_aux_0: 0.7546 (0.7763)  loss_vfl_aux_1: 0.7138 (0.7291)  loss_vfl_aux_2: 0.6822 (0.6986)  loss_vfl_aux_3: 0.6674 (0.6823)  loss_vfl_aux_4: 0.6599 (0.6745)  loss_vfl_aux_5: 0.7296 (0.7596)  loss_vfl_dn_0: 0.4511 (0.4518)  loss_vfl_dn_1: 0.3919 (0.3862)  loss_vfl_dn_2: 0.3778 (0.3704)  loss_vfl_dn_3: 0.3703 (0.3630)  loss_vfl_dn_4: 0.3671 (0.3604)  loss_vfl_dn_5: 0.3657 (0.3596)  time: 0.4869  data: 0.0140  max mem: 5654
Epoch: [46]  [3800/7393]  eta: 0:29:29  lr: 0.000010  loss: 15.4977 (15.7822)  loss_bbox: 0.1442 (0.1523)  loss_bbox_aux_0: 0.1587 (0.1653)  loss_bbox_aux_1: 0.1512 (0.1571)  loss_bbox_aux_2: 0.1446 (0.1543)  loss_bbox_aux_3: 0.1492 (0.1527)  loss_bbox_aux_4: 0.1442 (0.1523)  loss_bbox_aux_5: 0.1930 (0.2018)  loss_bbox_dn_0: 0.2565 (0.2661)  loss_bbox_dn_1: 0.1820 (0.1953)  loss_bbox_dn_2: 0.1599 (0.1747)  loss_bbox_dn_3: 0.1564 (0.1687)  loss_bbox_dn_4: 0.1572 (0.1673)  loss_bbox_dn_5: 0.1574 (0.1673)  loss_giou: 0.4356 (0.4736)  loss_giou_aux_0: 0.4381 (0.4970)  loss_giou_aux_1: 0.4315 (0.4832)  loss_giou_aux_2: 0.4393 (0.4778)  loss_giou_aux_3: 0.4387 (0.4750)  loss_giou_aux_4: 0.4304 (0.4738)  loss_giou_aux_5: 0.4966 (0.5619)  loss_giou_dn_0: 0.5567 (0.5785)  loss_giou_dn_1: 0.4487 (0.4707)  loss_giou_dn_2: 0.4227 (0.4403)  loss_giou_dn_3: 0.4131 (0.4320)  loss_giou_dn_4: 0.4093 (0.4300)  loss_giou_dn_5: 0.4095 (0.4301)  loss_vfl: 0.6660 (0.6710)  loss_vfl_aux_0: 0.7694 (0.7762)  loss_vfl_aux_1: 0.7168 (0.7290)  loss_vfl_aux_2: 0.6957 (0.6987)  loss_vfl_aux_3: 0.6645 (0.6825)  loss_vfl_aux_4: 0.6756 (0.6747)  loss_vfl_aux_5: 0.7390 (0.7595)  loss_vfl_dn_0: 0.4561 (0.4518)  loss_vfl_dn_1: 0.3863 (0.3862)  loss_vfl_dn_2: 0.3766 (0.3704)  loss_vfl_dn_3: 0.3656 (0.3630)  loss_vfl_dn_4: 0.3649 (0.3604)  loss_vfl_dn_5: 0.3631 (0.3596)  time: 0.4917  data: 0.0144  max mem: 5654
Epoch: [46]  [3900/7393]  eta: 0:28:39  lr: 0.000010  loss: 16.2172 (15.7831)  loss_bbox: 0.1410 (0.1523)  loss_bbox_aux_0: 0.1712 (0.1654)  loss_bbox_aux_1: 0.1551 (0.1572)  loss_bbox_aux_2: 0.1457 (0.1543)  loss_bbox_aux_3: 0.1422 (0.1526)  loss_bbox_aux_4: 0.1423 (0.1523)  loss_bbox_aux_5: 0.1940 (0.2020)  loss_bbox_dn_0: 0.2302 (0.2661)  loss_bbox_dn_1: 0.1642 (0.1953)  loss_bbox_dn_2: 0.1440 (0.1747)  loss_bbox_dn_3: 0.1392 (0.1687)  loss_bbox_dn_4: 0.1397 (0.1673)  loss_bbox_dn_5: 0.1397 (0.1673)  loss_giou: 0.4855 (0.4736)  loss_giou_aux_0: 0.5170 (0.4971)  loss_giou_aux_1: 0.4993 (0.4833)  loss_giou_aux_2: 0.4930 (0.4778)  loss_giou_aux_3: 0.4894 (0.4750)  loss_giou_aux_4: 0.4854 (0.4739)  loss_giou_aux_5: 0.5777 (0.5619)  loss_giou_dn_0: 0.5809 (0.5784)  loss_giou_dn_1: 0.4801 (0.4706)  loss_giou_dn_2: 0.4459 (0.4402)  loss_giou_dn_3: 0.4384 (0.4319)  loss_giou_dn_4: 0.4366 (0.4299)  loss_giou_dn_5: 0.4365 (0.4301)  loss_vfl: 0.6682 (0.6712)  loss_vfl_aux_0: 0.7499 (0.7761)  loss_vfl_aux_1: 0.7384 (0.7290)  loss_vfl_aux_2: 0.7081 (0.6989)  loss_vfl_aux_3: 0.6964 (0.6828)  loss_vfl_aux_4: 0.6628 (0.6749)  loss_vfl_aux_5: 0.7704 (0.7595)  loss_vfl_dn_0: 0.4441 (0.4518)  loss_vfl_dn_1: 0.3848 (0.3862)  loss_vfl_dn_2: 0.3720 (0.3704)  loss_vfl_dn_3: 0.3658 (0.3630)  loss_vfl_dn_4: 0.3628 (0.3604)  loss_vfl_dn_5: 0.3616 (0.3596)  time: 0.4635  data: 0.0142  max mem: 5654
Epoch: [46]  [4000/7393]  eta: 0:27:49  lr: 0.000010  loss: 16.2233 (15.7816)  loss_bbox: 0.1451 (0.1524)  loss_bbox_aux_0: 0.1559 (0.1655)  loss_bbox_aux_1: 0.1526 (0.1572)  loss_bbox_aux_2: 0.1500 (0.1544)  loss_bbox_aux_3: 0.1522 (0.1527)  loss_bbox_aux_4: 0.1505 (0.1524)  loss_bbox_aux_5: 0.1904 (0.2021)  loss_bbox_dn_0: 0.2545 (0.2663)  loss_bbox_dn_1: 0.1849 (0.1954)  loss_bbox_dn_2: 0.1653 (0.1749)  loss_bbox_dn_3: 0.1619 (0.1689)  loss_bbox_dn_4: 0.1617 (0.1675)  loss_bbox_dn_5: 0.1615 (0.1675)  loss_giou: 0.5225 (0.4735)  loss_giou_aux_0: 0.5259 (0.4970)  loss_giou_aux_1: 0.5230 (0.4831)  loss_giou_aux_2: 0.5290 (0.4777)  loss_giou_aux_3: 0.5309 (0.4748)  loss_giou_aux_4: 0.5242 (0.4738)  loss_giou_aux_5: 0.6014 (0.5618)  loss_giou_dn_0: 0.6271 (0.5783)  loss_giou_dn_1: 0.5138 (0.4705)  loss_giou_dn_2: 0.4822 (0.4401)  loss_giou_dn_3: 0.4772 (0.4318)  loss_giou_dn_4: 0.4747 (0.4297)  loss_giou_dn_5: 0.4748 (0.4299)  loss_vfl: 0.6557 (0.6710)  loss_vfl_aux_0: 0.7572 (0.7760)  loss_vfl_aux_1: 0.7142 (0.7289)  loss_vfl_aux_2: 0.6856 (0.6988)  loss_vfl_aux_3: 0.6655 (0.6827)  loss_vfl_aux_4: 0.6514 (0.6747)  loss_vfl_aux_5: 0.7364 (0.7594)  loss_vfl_dn_0: 0.4533 (0.4517)  loss_vfl_dn_1: 0.3908 (0.3861)  loss_vfl_dn_2: 0.3768 (0.3703)  loss_vfl_dn_3: 0.3704 (0.3629)  loss_vfl_dn_4: 0.3659 (0.3603)  loss_vfl_dn_5: 0.3637 (0.3595)  time: 0.4886  data: 0.0136  max mem: 5654
Epoch: [46]  [4100/7393]  eta: 0:26:58  lr: 0.000010  loss: 15.5088 (15.7855)  loss_bbox: 0.1480 (0.1526)  loss_bbox_aux_0: 0.1562 (0.1657)  loss_bbox_aux_1: 0.1496 (0.1575)  loss_bbox_aux_2: 0.1580 (0.1546)  loss_bbox_aux_3: 0.1559 (0.1529)  loss_bbox_aux_4: 0.1494 (0.1525)  loss_bbox_aux_5: 0.1965 (0.2023)  loss_bbox_dn_0: 0.2506 (0.2668)  loss_bbox_dn_1: 0.1831 (0.1958)  loss_bbox_dn_2: 0.1674 (0.1753)  loss_bbox_dn_3: 0.1652 (0.1693)  loss_bbox_dn_4: 0.1653 (0.1678)  loss_bbox_dn_5: 0.1655 (0.1679)  loss_giou: 0.4545 (0.4733)  loss_giou_aux_0: 0.4707 (0.4968)  loss_giou_aux_1: 0.4573 (0.4830)  loss_giou_aux_2: 0.4607 (0.4775)  loss_giou_aux_3: 0.4583 (0.4746)  loss_giou_aux_4: 0.4523 (0.4735)  loss_giou_aux_5: 0.5238 (0.5616)  loss_giou_dn_0: 0.5564 (0.5783)  loss_giou_dn_1: 0.4593 (0.4705)  loss_giou_dn_2: 0.4207 (0.4400)  loss_giou_dn_3: 0.4106 (0.4318)  loss_giou_dn_4: 0.4088 (0.4297)  loss_giou_dn_5: 0.4092 (0.4299)  loss_vfl: 0.6489 (0.6714)  loss_vfl_aux_0: 0.7578 (0.7762)  loss_vfl_aux_1: 0.7034 (0.7290)  loss_vfl_aux_2: 0.6823 (0.6990)  loss_vfl_aux_3: 0.6654 (0.6830)  loss_vfl_aux_4: 0.6704 (0.6751)  loss_vfl_aux_5: 0.7534 (0.7596)  loss_vfl_dn_0: 0.4443 (0.4517)  loss_vfl_dn_1: 0.3779 (0.3861)  loss_vfl_dn_2: 0.3610 (0.3703)  loss_vfl_dn_3: 0.3566 (0.3629)  loss_vfl_dn_4: 0.3543 (0.3603)  loss_vfl_dn_5: 0.3536 (0.3595)  time: 0.4700  data: 0.0134  max mem: 5654
Epoch: [46]  [4200/7393]  eta: 0:26:12  lr: 0.000010  loss: 16.3282 (15.7897)  loss_bbox: 0.1567 (0.1526)  loss_bbox_aux_0: 0.1690 (0.1657)  loss_bbox_aux_1: 0.1644 (0.1576)  loss_bbox_aux_2: 0.1600 (0.1546)  loss_bbox_aux_3: 0.1584 (0.1530)  loss_bbox_aux_4: 0.1542 (0.1526)  loss_bbox_aux_5: 0.2168 (0.2024)  loss_bbox_dn_0: 0.2616 (0.2669)  loss_bbox_dn_1: 0.1910 (0.1959)  loss_bbox_dn_2: 0.1698 (0.1753)  loss_bbox_dn_3: 0.1594 (0.1693)  loss_bbox_dn_4: 0.1593 (0.1679)  loss_bbox_dn_5: 0.1593 (0.1679)  loss_giou: 0.4718 (0.4735)  loss_giou_aux_0: 0.5094 (0.4970)  loss_giou_aux_1: 0.5013 (0.4832)  loss_giou_aux_2: 0.4861 (0.4777)  loss_giou_aux_3: 0.4891 (0.4748)  loss_giou_aux_4: 0.4844 (0.4737)  loss_giou_aux_5: 0.5630 (0.5619)  loss_giou_dn_0: 0.5857 (0.5785)  loss_giou_dn_1: 0.4673 (0.4707)  loss_giou_dn_2: 0.4327 (0.4402)  loss_giou_dn_3: 0.4232 (0.4320)  loss_giou_dn_4: 0.4250 (0.4299)  loss_giou_dn_5: 0.4250 (0.4301)  loss_vfl: 0.6846 (0.6715)  loss_vfl_aux_0: 0.8138 (0.7764)  loss_vfl_aux_1: 0.7608 (0.7290)  loss_vfl_aux_2: 0.7156 (0.6992)  loss_vfl_aux_3: 0.6852 (0.6831)  loss_vfl_aux_4: 0.6804 (0.6753)  loss_vfl_aux_5: 0.7648 (0.7596)  loss_vfl_dn_0: 0.4542 (0.4517)  loss_vfl_dn_1: 0.3879 (0.3861)  loss_vfl_dn_2: 0.3691 (0.3703)  loss_vfl_dn_3: 0.3609 (0.3629)  loss_vfl_dn_4: 0.3575 (0.3603)  loss_vfl_dn_5: 0.3592 (0.3595)  time: 0.4741  data: 0.0141  max mem: 5654
Epoch: [46]  [4300/7393]  eta: 0:25:22  lr: 0.000010  loss: 15.8230 (15.7897)  loss_bbox: 0.1399 (0.1526)  loss_bbox_aux_0: 0.1495 (0.1657)  loss_bbox_aux_1: 0.1476 (0.1576)  loss_bbox_aux_2: 0.1421 (0.1546)  loss_bbox_aux_3: 0.1400 (0.1530)  loss_bbox_aux_4: 0.1400 (0.1526)  loss_bbox_aux_5: 0.1914 (0.2025)  loss_bbox_dn_0: 0.2414 (0.2669)  loss_bbox_dn_1: 0.1758 (0.1959)  loss_bbox_dn_2: 0.1613 (0.1753)  loss_bbox_dn_3: 0.1566 (0.1693)  loss_bbox_dn_4: 0.1554 (0.1679)  loss_bbox_dn_5: 0.1554 (0.1679)  loss_giou: 0.4649 (0.4734)  loss_giou_aux_0: 0.4891 (0.4969)  loss_giou_aux_1: 0.4732 (0.4832)  loss_giou_aux_2: 0.4667 (0.4777)  loss_giou_aux_3: 0.4682 (0.4748)  loss_giou_aux_4: 0.4662 (0.4737)  loss_giou_aux_5: 0.5481 (0.5618)  loss_giou_dn_0: 0.5706 (0.5786)  loss_giou_dn_1: 0.4659 (0.4707)  loss_giou_dn_2: 0.4341 (0.4403)  loss_giou_dn_3: 0.4232 (0.4320)  loss_giou_dn_4: 0.4200 (0.4299)  loss_giou_dn_5: 0.4203 (0.4301)  loss_vfl: 0.7002 (0.6716)  loss_vfl_aux_0: 0.7896 (0.7763)  loss_vfl_aux_1: 0.7367 (0.7290)  loss_vfl_aux_2: 0.7076 (0.6991)  loss_vfl_aux_3: 0.6994 (0.6831)  loss_vfl_aux_4: 0.6992 (0.6753)  loss_vfl_aux_5: 0.7563 (0.7595)  loss_vfl_dn_0: 0.4482 (0.4517)  loss_vfl_dn_1: 0.3845 (0.3861)  loss_vfl_dn_2: 0.3621 (0.3703)  loss_vfl_dn_3: 0.3569 (0.3629)  loss_vfl_dn_4: 0.3541 (0.3603)  loss_vfl_dn_5: 0.3525 (0.3595)  time: 0.4702  data: 0.0143  max mem: 5654
Epoch: [46]  [4400/7393]  eta: 0:24:31  lr: 0.000010  loss: 15.5853 (15.7866)  loss_bbox: 0.1479 (0.1525)  loss_bbox_aux_0: 0.1604 (0.1656)  loss_bbox_aux_1: 0.1632 (0.1575)  loss_bbox_aux_2: 0.1530 (0.1546)  loss_bbox_aux_3: 0.1520 (0.1529)  loss_bbox_aux_4: 0.1502 (0.1525)  loss_bbox_aux_5: 0.1907 (0.2024)  loss_bbox_dn_0: 0.2416 (0.2669)  loss_bbox_dn_1: 0.1854 (0.1959)  loss_bbox_dn_2: 0.1644 (0.1753)  loss_bbox_dn_3: 0.1660 (0.1693)  loss_bbox_dn_4: 0.1651 (0.1679)  loss_bbox_dn_5: 0.1651 (0.1679)  loss_giou: 0.4353 (0.4732)  loss_giou_aux_0: 0.4774 (0.4967)  loss_giou_aux_1: 0.4425 (0.4830)  loss_giou_aux_2: 0.4398 (0.4774)  loss_giou_aux_3: 0.4383 (0.4746)  loss_giou_aux_4: 0.4337 (0.4734)  loss_giou_aux_5: 0.5220 (0.5615)  loss_giou_dn_0: 0.5710 (0.5784)  loss_giou_dn_1: 0.4518 (0.4706)  loss_giou_dn_2: 0.4203 (0.4401)  loss_giou_dn_3: 0.4110 (0.4319)  loss_giou_dn_4: 0.4081 (0.4298)  loss_giou_dn_5: 0.4084 (0.4300)  loss_vfl: 0.6424 (0.6717)  loss_vfl_aux_0: 0.7870 (0.7765)  loss_vfl_aux_1: 0.7150 (0.7290)  loss_vfl_aux_2: 0.6596 (0.6990)  loss_vfl_aux_3: 0.6566 (0.6831)  loss_vfl_aux_4: 0.6424 (0.6753)  loss_vfl_aux_5: 0.7631 (0.7596)  loss_vfl_dn_0: 0.4441 (0.4516)  loss_vfl_dn_1: 0.3874 (0.3861)  loss_vfl_dn_2: 0.3691 (0.3703)  loss_vfl_dn_3: 0.3636 (0.3629)  loss_vfl_dn_4: 0.3606 (0.3603)  loss_vfl_dn_5: 0.3583 (0.3595)  time: 0.4717  data: 0.0136  max mem: 5654
Epoch: [46]  [4500/7393]  eta: 0:23:40  lr: 0.000010  loss: 15.8573 (15.7909)  loss_bbox: 0.1546 (0.1527)  loss_bbox_aux_0: 0.1702 (0.1657)  loss_bbox_aux_1: 0.1667 (0.1576)  loss_bbox_aux_2: 0.1537 (0.1547)  loss_bbox_aux_3: 0.1535 (0.1530)  loss_bbox_aux_4: 0.1547 (0.1527)  loss_bbox_aux_5: 0.2060 (0.2025)  loss_bbox_dn_0: 0.2980 (0.2672)  loss_bbox_dn_1: 0.2212 (0.1962)  loss_bbox_dn_2: 0.1963 (0.1756)  loss_bbox_dn_3: 0.1898 (0.1695)  loss_bbox_dn_4: 0.1889 (0.1681)  loss_bbox_dn_5: 0.1888 (0.1681)  loss_giou: 0.4555 (0.4729)  loss_giou_aux_0: 0.4611 (0.4964)  loss_giou_aux_1: 0.4491 (0.4827)  loss_giou_aux_2: 0.4403 (0.4772)  loss_giou_aux_3: 0.4420 (0.4743)  loss_giou_aux_4: 0.4331 (0.4732)  loss_giou_aux_5: 0.5213 (0.5612)  loss_giou_dn_0: 0.5535 (0.5784)  loss_giou_dn_1: 0.4480 (0.4706)  loss_giou_dn_2: 0.4222 (0.4401)  loss_giou_dn_3: 0.4164 (0.4319)  loss_giou_dn_4: 0.4150 (0.4298)  loss_giou_dn_5: 0.4153 (0.4299)  loss_vfl: 0.6515 (0.6721)  loss_vfl_aux_0: 0.7478 (0.7769)  loss_vfl_aux_1: 0.7053 (0.7294)  loss_vfl_aux_2: 0.6824 (0.6996)  loss_vfl_aux_3: 0.6614 (0.6836)  loss_vfl_aux_4: 0.6498 (0.6757)  loss_vfl_aux_5: 0.7617 (0.7601)  loss_vfl_dn_0: 0.4452 (0.4517)  loss_vfl_dn_1: 0.3871 (0.3862)  loss_vfl_dn_2: 0.3677 (0.3704)  loss_vfl_dn_3: 0.3587 (0.3630)  loss_vfl_dn_4: 0.3580 (0.3604)  loss_vfl_dn_5: 0.3562 (0.3596)  time: 0.4619  data: 0.0136  max mem: 5654
Epoch: [46]  [4600/7393]  eta: 0:22:50  lr: 0.000010  loss: 15.7526 (15.7893)  loss_bbox: 0.1225 (0.1525)  loss_bbox_aux_0: 0.1336 (0.1655)  loss_bbox_aux_1: 0.1304 (0.1574)  loss_bbox_aux_2: 0.1267 (0.1545)  loss_bbox_aux_3: 0.1278 (0.1528)  loss_bbox_aux_4: 0.1249 (0.1525)  loss_bbox_aux_5: 0.1667 (0.2023)  loss_bbox_dn_0: 0.2135 (0.2669)  loss_bbox_dn_1: 0.1535 (0.1959)  loss_bbox_dn_2: 0.1409 (0.1753)  loss_bbox_dn_3: 0.1368 (0.1693)  loss_bbox_dn_4: 0.1371 (0.1679)  loss_bbox_dn_5: 0.1370 (0.1679)  loss_giou: 0.5329 (0.4729)  loss_giou_aux_0: 0.5452 (0.4964)  loss_giou_aux_1: 0.5275 (0.4828)  loss_giou_aux_2: 0.5317 (0.4772)  loss_giou_aux_3: 0.5356 (0.4744)  loss_giou_aux_4: 0.5331 (0.4732)  loss_giou_aux_5: 0.5891 (0.5612)  loss_giou_dn_0: 0.5794 (0.5784)  loss_giou_dn_1: 0.4873 (0.4706)  loss_giou_dn_2: 0.4614 (0.4402)  loss_giou_dn_3: 0.4557 (0.4319)  loss_giou_dn_4: 0.4539 (0.4298)  loss_giou_dn_5: 0.4538 (0.4300)  loss_vfl: 0.6506 (0.6722)  loss_vfl_aux_0: 0.7415 (0.7770)  loss_vfl_aux_1: 0.7149 (0.7295)  loss_vfl_aux_2: 0.6796 (0.6996)  loss_vfl_aux_3: 0.6612 (0.6836)  loss_vfl_aux_4: 0.6571 (0.6759)  loss_vfl_aux_5: 0.7181 (0.7602)  loss_vfl_dn_0: 0.4511 (0.4517)  loss_vfl_dn_1: 0.3931 (0.3862)  loss_vfl_dn_2: 0.3767 (0.3704)  loss_vfl_dn_3: 0.3718 (0.3630)  loss_vfl_dn_4: 0.3679 (0.3605)  loss_vfl_dn_5: 0.3659 (0.3596)  time: 0.4726  data: 0.0136  max mem: 5654
Epoch: [46]  [4700/7393]  eta: 0:22:00  lr: 0.000010  loss: 15.6161 (15.7917)  loss_bbox: 0.1482 (0.1526)  loss_bbox_aux_0: 0.1546 (0.1657)  loss_bbox_aux_1: 0.1505 (0.1576)  loss_bbox_aux_2: 0.1540 (0.1547)  loss_bbox_aux_3: 0.1502 (0.1530)  loss_bbox_aux_4: 0.1485 (0.1526)  loss_bbox_aux_5: 0.2005 (0.2024)  loss_bbox_dn_0: 0.2466 (0.2668)  loss_bbox_dn_1: 0.1843 (0.1960)  loss_bbox_dn_2: 0.1680 (0.1754)  loss_bbox_dn_3: 0.1594 (0.1694)  loss_bbox_dn_4: 0.1591 (0.1680)  loss_bbox_dn_5: 0.1591 (0.1680)  loss_giou: 0.3990 (0.4730)  loss_giou_aux_0: 0.4457 (0.4965)  loss_giou_aux_1: 0.4196 (0.4828)  loss_giou_aux_2: 0.4121 (0.4773)  loss_giou_aux_3: 0.3978 (0.4744)  loss_giou_aux_4: 0.4030 (0.4733)  loss_giou_aux_5: 0.4945 (0.5614)  loss_giou_dn_0: 0.5576 (0.5785)  loss_giou_dn_1: 0.4437 (0.4707)  loss_giou_dn_2: 0.4136 (0.4402)  loss_giou_dn_3: 0.4047 (0.4320)  loss_giou_dn_4: 0.4029 (0.4299)  loss_giou_dn_5: 0.4033 (0.4301)  loss_vfl: 0.6446 (0.6722)  loss_vfl_aux_0: 0.7628 (0.7769)  loss_vfl_aux_1: 0.7226 (0.7294)  loss_vfl_aux_2: 0.6666 (0.6996)  loss_vfl_aux_3: 0.6533 (0.6836)  loss_vfl_aux_4: 0.6532 (0.6759)  loss_vfl_aux_5: 0.7546 (0.7601)  loss_vfl_dn_0: 0.4496 (0.4517)  loss_vfl_dn_1: 0.3883 (0.3863)  loss_vfl_dn_2: 0.3735 (0.3705)  loss_vfl_dn_3: 0.3653 (0.3631)  loss_vfl_dn_4: 0.3647 (0.3605)  loss_vfl_dn_5: 0.3633 (0.3597)  time: 0.4806  data: 0.0136  max mem: 5654
Epoch: [46]  [4800/7393]  eta: 0:21:10  lr: 0.000010  loss: 15.3744 (15.7899)  loss_bbox: 0.1451 (0.1526)  loss_bbox_aux_0: 0.1548 (0.1656)  loss_bbox_aux_1: 0.1482 (0.1575)  loss_bbox_aux_2: 0.1512 (0.1546)  loss_bbox_aux_3: 0.1477 (0.1530)  loss_bbox_aux_4: 0.1447 (0.1526)  loss_bbox_aux_5: 0.2050 (0.2024)  loss_bbox_dn_0: 0.2483 (0.2668)  loss_bbox_dn_1: 0.1886 (0.1959)  loss_bbox_dn_2: 0.1655 (0.1753)  loss_bbox_dn_3: 0.1598 (0.1693)  loss_bbox_dn_4: 0.1602 (0.1679)  loss_bbox_dn_5: 0.1602 (0.1679)  loss_giou: 0.4614 (0.4730)  loss_giou_aux_0: 0.4861 (0.4965)  loss_giou_aux_1: 0.4680 (0.4827)  loss_giou_aux_2: 0.4437 (0.4772)  loss_giou_aux_3: 0.4609 (0.4744)  loss_giou_aux_4: 0.4608 (0.4732)  loss_giou_aux_5: 0.5496 (0.5614)  loss_giou_dn_0: 0.5861 (0.5784)  loss_giou_dn_1: 0.4799 (0.4706)  loss_giou_dn_2: 0.4476 (0.4402)  loss_giou_dn_3: 0.4319 (0.4319)  loss_giou_dn_4: 0.4272 (0.4298)  loss_giou_dn_5: 0.4274 (0.4300)  loss_vfl: 0.6661 (0.6721)  loss_vfl_aux_0: 0.7469 (0.7769)  loss_vfl_aux_1: 0.7108 (0.7295)  loss_vfl_aux_2: 0.6746 (0.6995)  loss_vfl_aux_3: 0.6623 (0.6835)  loss_vfl_aux_4: 0.6736 (0.6759)  loss_vfl_aux_5: 0.7410 (0.7600)  loss_vfl_dn_0: 0.4524 (0.4517)  loss_vfl_dn_1: 0.3936 (0.3863)  loss_vfl_dn_2: 0.3817 (0.3705)  loss_vfl_dn_3: 0.3750 (0.3631)  loss_vfl_dn_4: 0.3722 (0.3605)  loss_vfl_dn_5: 0.3704 (0.3597)  time: 0.4685  data: 0.0134  max mem: 5654
Epoch: [46]  [4900/7393]  eta: 0:20:20  lr: 0.000010  loss: 15.5268 (15.7901)  loss_bbox: 0.1560 (0.1527)  loss_bbox_aux_0: 0.1683 (0.1657)  loss_bbox_aux_1: 0.1616 (0.1576)  loss_bbox_aux_2: 0.1585 (0.1547)  loss_bbox_aux_3: 0.1558 (0.1531)  loss_bbox_aux_4: 0.1593 (0.1527)  loss_bbox_aux_5: 0.2088 (0.2024)  loss_bbox_dn_0: 0.2839 (0.2669)  loss_bbox_dn_1: 0.2118 (0.1960)  loss_bbox_dn_2: 0.1813 (0.1754)  loss_bbox_dn_3: 0.1771 (0.1694)  loss_bbox_dn_4: 0.1781 (0.1680)  loss_bbox_dn_5: 0.1781 (0.1680)  loss_giou: 0.4279 (0.4729)  loss_giou_aux_0: 0.4491 (0.4963)  loss_giou_aux_1: 0.4160 (0.4826)  loss_giou_aux_2: 0.4267 (0.4772)  loss_giou_aux_3: 0.4260 (0.4743)  loss_giou_aux_4: 0.4274 (0.4732)  loss_giou_aux_5: 0.5030 (0.5612)  loss_giou_dn_0: 0.5632 (0.5784)  loss_giou_dn_1: 0.4613 (0.4706)  loss_giou_dn_2: 0.4370 (0.4401)  loss_giou_dn_3: 0.4236 (0.4318)  loss_giou_dn_4: 0.4206 (0.4297)  loss_giou_dn_5: 0.4207 (0.4299)  loss_vfl: 0.6937 (0.6721)  loss_vfl_aux_0: 0.7854 (0.7770)  loss_vfl_aux_1: 0.7352 (0.7295)  loss_vfl_aux_2: 0.7274 (0.6995)  loss_vfl_aux_3: 0.7010 (0.6834)  loss_vfl_aux_4: 0.6807 (0.6758)  loss_vfl_aux_5: 0.7691 (0.7601)  loss_vfl_dn_0: 0.4532 (0.4517)  loss_vfl_dn_1: 0.3779 (0.3863)  loss_vfl_dn_2: 0.3607 (0.3704)  loss_vfl_dn_3: 0.3536 (0.3631)  loss_vfl_dn_4: 0.3519 (0.3605)  loss_vfl_dn_5: 0.3516 (0.3597)  time: 0.4742  data: 0.0137  max mem: 5654
Epoch: [46]  [5000/7393]  eta: 0:19:31  lr: 0.000010  loss: 15.4981 (15.7850)  loss_bbox: 0.1477 (0.1526)  loss_bbox_aux_0: 0.1567 (0.1657)  loss_bbox_aux_1: 0.1529 (0.1576)  loss_bbox_aux_2: 0.1481 (0.1547)  loss_bbox_aux_3: 0.1501 (0.1530)  loss_bbox_aux_4: 0.1444 (0.1526)  loss_bbox_aux_5: 0.1850 (0.2023)  loss_bbox_dn_0: 0.2348 (0.2668)  loss_bbox_dn_1: 0.1572 (0.1959)  loss_bbox_dn_2: 0.1352 (0.1753)  loss_bbox_dn_3: 0.1323 (0.1693)  loss_bbox_dn_4: 0.1317 (0.1679)  loss_bbox_dn_5: 0.1315 (0.1679)  loss_giou: 0.4606 (0.4727)  loss_giou_aux_0: 0.5112 (0.4962)  loss_giou_aux_1: 0.4697 (0.4824)  loss_giou_aux_2: 0.4578 (0.4770)  loss_giou_aux_3: 0.4464 (0.4741)  loss_giou_aux_4: 0.4523 (0.4730)  loss_giou_aux_5: 0.5889 (0.5610)  loss_giou_dn_0: 0.5709 (0.5782)  loss_giou_dn_1: 0.4727 (0.4704)  loss_giou_dn_2: 0.4397 (0.4400)  loss_giou_dn_3: 0.4309 (0.4317)  loss_giou_dn_4: 0.4290 (0.4296)  loss_giou_dn_5: 0.4291 (0.4298)  loss_vfl: 0.6307 (0.6720)  loss_vfl_aux_0: 0.7239 (0.7767)  loss_vfl_aux_1: 0.6626 (0.7292)  loss_vfl_aux_2: 0.6377 (0.6992)  loss_vfl_aux_3: 0.6387 (0.6833)  loss_vfl_aux_4: 0.6268 (0.6757)  loss_vfl_aux_5: 0.7018 (0.7598)  loss_vfl_dn_0: 0.4404 (0.4516)  loss_vfl_dn_1: 0.3906 (0.3862)  loss_vfl_dn_2: 0.3784 (0.3704)  loss_vfl_dn_3: 0.3740 (0.3630)  loss_vfl_dn_4: 0.3689 (0.3605)  loss_vfl_dn_5: 0.3693 (0.3597)  time: 0.4624  data: 0.0135  max mem: 5654
Epoch: [46]  [5100/7393]  eta: 0:18:43  lr: 0.000010  loss: 15.5548 (15.7841)  loss_bbox: 0.1372 (0.1525)  loss_bbox_aux_0: 0.1543 (0.1656)  loss_bbox_aux_1: 0.1449 (0.1575)  loss_bbox_aux_2: 0.1433 (0.1546)  loss_bbox_aux_3: 0.1399 (0.1529)  loss_bbox_aux_4: 0.1378 (0.1525)  loss_bbox_aux_5: 0.1910 (0.2022)  loss_bbox_dn_0: 0.2406 (0.2664)  loss_bbox_dn_1: 0.1758 (0.1957)  loss_bbox_dn_2: 0.1530 (0.1751)  loss_bbox_dn_3: 0.1497 (0.1691)  loss_bbox_dn_4: 0.1498 (0.1677)  loss_bbox_dn_5: 0.1498 (0.1677)  loss_giou: 0.4504 (0.4730)  loss_giou_aux_0: 0.4817 (0.4965)  loss_giou_aux_1: 0.4658 (0.4827)  loss_giou_aux_2: 0.4541 (0.4773)  loss_giou_aux_3: 0.4543 (0.4744)  loss_giou_aux_4: 0.4503 (0.4732)  loss_giou_aux_5: 0.5476 (0.5613)  loss_giou_dn_0: 0.5693 (0.5783)  loss_giou_dn_1: 0.4720 (0.4705)  loss_giou_dn_2: 0.4367 (0.4401)  loss_giou_dn_3: 0.4248 (0.4318)  loss_giou_dn_4: 0.4208 (0.4297)  loss_giou_dn_5: 0.4213 (0.4299)  loss_vfl: 0.6326 (0.6718)  loss_vfl_aux_0: 0.7141 (0.7764)  loss_vfl_aux_1: 0.7004 (0.7290)  loss_vfl_aux_2: 0.6500 (0.6989)  loss_vfl_aux_3: 0.6443 (0.6831)  loss_vfl_aux_4: 0.6336 (0.6755)  loss_vfl_aux_5: 0.7359 (0.7595)  loss_vfl_dn_0: 0.4457 (0.4516)  loss_vfl_dn_1: 0.3817 (0.3862)  loss_vfl_dn_2: 0.3660 (0.3704)  loss_vfl_dn_3: 0.3600 (0.3630)  loss_vfl_dn_4: 0.3585 (0.3605)  loss_vfl_dn_5: 0.3551 (0.3597)  time: 0.7614  data: 0.0138  max mem: 5654
Epoch: [46]  [5200/7393]  eta: 0:17:54  lr: 0.000010  loss: 15.8794 (15.7824)  loss_bbox: 0.1524 (0.1526)  loss_bbox_aux_0: 0.1637 (0.1656)  loss_bbox_aux_1: 0.1545 (0.1576)  loss_bbox_aux_2: 0.1511 (0.1547)  loss_bbox_aux_3: 0.1534 (0.1530)  loss_bbox_aux_4: 0.1517 (0.1526)  loss_bbox_aux_5: 0.1849 (0.2023)  loss_bbox_dn_0: 0.2347 (0.2664)  loss_bbox_dn_1: 0.1634 (0.1956)  loss_bbox_dn_2: 0.1385 (0.1751)  loss_bbox_dn_3: 0.1316 (0.1691)  loss_bbox_dn_4: 0.1296 (0.1677)  loss_bbox_dn_5: 0.1296 (0.1677)  loss_giou: 0.4905 (0.4730)  loss_giou_aux_0: 0.5069 (0.4964)  loss_giou_aux_1: 0.4885 (0.4827)  loss_giou_aux_2: 0.4890 (0.4773)  loss_giou_aux_3: 0.5008 (0.4744)  loss_giou_aux_4: 0.4921 (0.4732)  loss_giou_aux_5: 0.5800 (0.5612)  loss_giou_dn_0: 0.5880 (0.5781)  loss_giou_dn_1: 0.4692 (0.4704)  loss_giou_dn_2: 0.4355 (0.4400)  loss_giou_dn_3: 0.4249 (0.4317)  loss_giou_dn_4: 0.4195 (0.4296)  loss_giou_dn_5: 0.4196 (0.4298)  loss_vfl: 0.6866 (0.6716)  loss_vfl_aux_0: 0.7611 (0.7763)  loss_vfl_aux_1: 0.7367 (0.7288)  loss_vfl_aux_2: 0.7215 (0.6989)  loss_vfl_aux_3: 0.7032 (0.6829)  loss_vfl_aux_4: 0.6934 (0.6754)  loss_vfl_aux_5: 0.7735 (0.7595)  loss_vfl_dn_0: 0.4486 (0.4516)  loss_vfl_dn_1: 0.3894 (0.3862)  loss_vfl_dn_2: 0.3733 (0.3703)  loss_vfl_dn_3: 0.3670 (0.3630)  loss_vfl_dn_4: 0.3656 (0.3604)  loss_vfl_dn_5: 0.3658 (0.3596)  time: 0.4842  data: 0.0141  max mem: 5654
Epoch: [46]  [5300/7393]  eta: 0:17:04  lr: 0.000010  loss: 16.0259 (15.7806)  loss_bbox: 0.1298 (0.1525)  loss_bbox_aux_0: 0.1401 (0.1656)  loss_bbox_aux_1: 0.1392 (0.1575)  loss_bbox_aux_2: 0.1298 (0.1546)  loss_bbox_aux_3: 0.1340 (0.1529)  loss_bbox_aux_4: 0.1247 (0.1524)  loss_bbox_aux_5: 0.1739 (0.2022)  loss_bbox_dn_0: 0.2401 (0.2662)  loss_bbox_dn_1: 0.1787 (0.1954)  loss_bbox_dn_2: 0.1585 (0.1749)  loss_bbox_dn_3: 0.1531 (0.1689)  loss_bbox_dn_4: 0.1531 (0.1675)  loss_bbox_dn_5: 0.1530 (0.1675)  loss_giou: 0.4806 (0.4730)  loss_giou_aux_0: 0.5042 (0.4965)  loss_giou_aux_1: 0.4834 (0.4828)  loss_giou_aux_2: 0.4756 (0.4773)  loss_giou_aux_3: 0.4857 (0.4744)  loss_giou_aux_4: 0.4844 (0.4732)  loss_giou_aux_5: 0.5775 (0.5613)  loss_giou_dn_0: 0.5838 (0.5782)  loss_giou_dn_1: 0.4831 (0.4705)  loss_giou_dn_2: 0.4545 (0.4400)  loss_giou_dn_3: 0.4430 (0.4317)  loss_giou_dn_4: 0.4412 (0.4296)  loss_giou_dn_5: 0.4416 (0.4298)  loss_vfl: 0.6378 (0.6717)  loss_vfl_aux_0: 0.7196 (0.7761)  loss_vfl_aux_1: 0.6953 (0.7286)  loss_vfl_aux_2: 0.6744 (0.6988)  loss_vfl_aux_3: 0.6495 (0.6829)  loss_vfl_aux_4: 0.6391 (0.6755)  loss_vfl_aux_5: 0.7129 (0.7593)  loss_vfl_dn_0: 0.4519 (0.4516)  loss_vfl_dn_1: 0.3896 (0.3862)  loss_vfl_dn_2: 0.3718 (0.3703)  loss_vfl_dn_3: 0.3681 (0.3630)  loss_vfl_dn_4: 0.3668 (0.3604)  loss_vfl_dn_5: 0.3665 (0.3596)  time: 0.4729  data: 0.0136  max mem: 5654
Epoch: [46]  [5400/7393]  eta: 0:16:15  lr: 0.000010  loss: 15.0642 (15.7766)  loss_bbox: 0.1467 (0.1525)  loss_bbox_aux_0: 0.1690 (0.1656)  loss_bbox_aux_1: 0.1563 (0.1575)  loss_bbox_aux_2: 0.1550 (0.1546)  loss_bbox_aux_3: 0.1524 (0.1529)  loss_bbox_aux_4: 0.1470 (0.1524)  loss_bbox_aux_5: 0.2061 (0.2021)  loss_bbox_dn_0: 0.2567 (0.2661)  loss_bbox_dn_1: 0.1833 (0.1954)  loss_bbox_dn_2: 0.1601 (0.1749)  loss_bbox_dn_3: 0.1531 (0.1689)  loss_bbox_dn_4: 0.1514 (0.1675)  loss_bbox_dn_5: 0.1514 (0.1675)  loss_giou: 0.4728 (0.4729)  loss_giou_aux_0: 0.4920 (0.4965)  loss_giou_aux_1: 0.4868 (0.4827)  loss_giou_aux_2: 0.4776 (0.4773)  loss_giou_aux_3: 0.4737 (0.4744)  loss_giou_aux_4: 0.4724 (0.4732)  loss_giou_aux_5: 0.5743 (0.5612)  loss_giou_dn_0: 0.5799 (0.5781)  loss_giou_dn_1: 0.4661 (0.4703)  loss_giou_dn_2: 0.4332 (0.4399)  loss_giou_dn_3: 0.4245 (0.4316)  loss_giou_dn_4: 0.4240 (0.4296)  loss_giou_dn_5: 0.4240 (0.4297)  loss_vfl: 0.6072 (0.6714)  loss_vfl_aux_0: 0.7337 (0.7758)  loss_vfl_aux_1: 0.6684 (0.7282)  loss_vfl_aux_2: 0.6400 (0.6983)  loss_vfl_aux_3: 0.6185 (0.6826)  loss_vfl_aux_4: 0.6169 (0.6752)  loss_vfl_aux_5: 0.7301 (0.7592)  loss_vfl_dn_0: 0.4386 (0.4515)  loss_vfl_dn_1: 0.3786 (0.3861)  loss_vfl_dn_2: 0.3596 (0.3703)  loss_vfl_dn_3: 0.3520 (0.3630)  loss_vfl_dn_4: 0.3504 (0.3604)  loss_vfl_dn_5: 0.3486 (0.3596)  time: 0.4703  data: 0.0135  max mem: 5654
Epoch: [46]  [5500/7393]  eta: 0:15:25  lr: 0.000010  loss: 15.1782 (15.7755)  loss_bbox: 0.1404 (0.1524)  loss_bbox_aux_0: 0.1593 (0.1655)  loss_bbox_aux_1: 0.1516 (0.1574)  loss_bbox_aux_2: 0.1417 (0.1546)  loss_bbox_aux_3: 0.1423 (0.1529)  loss_bbox_aux_4: 0.1399 (0.1524)  loss_bbox_aux_5: 0.1952 (0.2021)  loss_bbox_dn_0: 0.2505 (0.2661)  loss_bbox_dn_1: 0.1769 (0.1953)  loss_bbox_dn_2: 0.1568 (0.1748)  loss_bbox_dn_3: 0.1515 (0.1688)  loss_bbox_dn_4: 0.1507 (0.1674)  loss_bbox_dn_5: 0.1507 (0.1674)  loss_giou: 0.4701 (0.4730)  loss_giou_aux_0: 0.4984 (0.4965)  loss_giou_aux_1: 0.4968 (0.4828)  loss_giou_aux_2: 0.4863 (0.4774)  loss_giou_aux_3: 0.4823 (0.4745)  loss_giou_aux_4: 0.4753 (0.4732)  loss_giou_aux_5: 0.5458 (0.5613)  loss_giou_dn_0: 0.5627 (0.5781)  loss_giou_dn_1: 0.4457 (0.4703)  loss_giou_dn_2: 0.4202 (0.4399)  loss_giou_dn_3: 0.4177 (0.4316)  loss_giou_dn_4: 0.4170 (0.4295)  loss_giou_dn_5: 0.4181 (0.4297)  loss_vfl: 0.6542 (0.6713)  loss_vfl_aux_0: 0.7235 (0.7758)  loss_vfl_aux_1: 0.6812 (0.7281)  loss_vfl_aux_2: 0.6726 (0.6981)  loss_vfl_aux_3: 0.6555 (0.6824)  loss_vfl_aux_4: 0.6496 (0.6750)  loss_vfl_aux_5: 0.7271 (0.7590)  loss_vfl_dn_0: 0.4427 (0.4515)  loss_vfl_dn_1: 0.3798 (0.3861)  loss_vfl_dn_2: 0.3611 (0.3702)  loss_vfl_dn_3: 0.3523 (0.3629)  loss_vfl_dn_4: 0.3517 (0.3604)  loss_vfl_dn_5: 0.3511 (0.3595)  time: 0.4669  data: 0.0138  max mem: 5654
Epoch: [46]  [5600/7393]  eta: 0:14:36  lr: 0.000010  loss: 15.6499 (15.7796)  loss_bbox: 0.1395 (0.1524)  loss_bbox_aux_0: 0.1563 (0.1656)  loss_bbox_aux_1: 0.1533 (0.1575)  loss_bbox_aux_2: 0.1447 (0.1546)  loss_bbox_aux_3: 0.1420 (0.1529)  loss_bbox_aux_4: 0.1398 (0.1524)  loss_bbox_aux_5: 0.1933 (0.2021)  loss_bbox_dn_0: 0.2725 (0.2661)  loss_bbox_dn_1: 0.1920 (0.1953)  loss_bbox_dn_2: 0.1694 (0.1748)  loss_bbox_dn_3: 0.1598 (0.1689)  loss_bbox_dn_4: 0.1563 (0.1675)  loss_bbox_dn_5: 0.1562 (0.1675)  loss_giou: 0.4714 (0.4732)  loss_giou_aux_0: 0.4772 (0.4968)  loss_giou_aux_1: 0.4796 (0.4831)  loss_giou_aux_2: 0.4779 (0.4776)  loss_giou_aux_3: 0.4695 (0.4747)  loss_giou_aux_4: 0.4713 (0.4735)  loss_giou_aux_5: 0.5372 (0.5616)  loss_giou_dn_0: 0.5804 (0.5783)  loss_giou_dn_1: 0.4773 (0.4706)  loss_giou_dn_2: 0.4443 (0.4401)  loss_giou_dn_3: 0.4304 (0.4319)  loss_giou_dn_4: 0.4270 (0.4298)  loss_giou_dn_5: 0.4271 (0.4300)  loss_vfl: 0.6717 (0.6714)  loss_vfl_aux_0: 0.7862 (0.7757)  loss_vfl_aux_1: 0.7227 (0.7281)  loss_vfl_aux_2: 0.7137 (0.6982)  loss_vfl_aux_3: 0.6890 (0.6825)  loss_vfl_aux_4: 0.6817 (0.6751)  loss_vfl_aux_5: 0.7812 (0.7590)  loss_vfl_dn_0: 0.4523 (0.4515)  loss_vfl_dn_1: 0.3909 (0.3861)  loss_vfl_dn_2: 0.3754 (0.3703)  loss_vfl_dn_3: 0.3682 (0.3630)  loss_vfl_dn_4: 0.3645 (0.3604)  loss_vfl_dn_5: 0.3642 (0.3596)  time: 0.4731  data: 0.0145  max mem: 5654
Epoch: [46]  [5700/7393]  eta: 0:13:47  lr: 0.000010  loss: 15.4526 (15.7788)  loss_bbox: 0.1396 (0.1525)  loss_bbox_aux_0: 0.1603 (0.1656)  loss_bbox_aux_1: 0.1469 (0.1575)  loss_bbox_aux_2: 0.1453 (0.1546)  loss_bbox_aux_3: 0.1402 (0.1529)  loss_bbox_aux_4: 0.1402 (0.1524)  loss_bbox_aux_5: 0.1926 (0.2022)  loss_bbox_dn_0: 0.2606 (0.2661)  loss_bbox_dn_1: 0.1926 (0.1953)  loss_bbox_dn_2: 0.1692 (0.1748)  loss_bbox_dn_3: 0.1686 (0.1689)  loss_bbox_dn_4: 0.1666 (0.1675)  loss_bbox_dn_5: 0.1666 (0.1675)  loss_giou: 0.4250 (0.4732)  loss_giou_aux_0: 0.4553 (0.4967)  loss_giou_aux_1: 0.4308 (0.4831)  loss_giou_aux_2: 0.4264 (0.4775)  loss_giou_aux_3: 0.4376 (0.4747)  loss_giou_aux_4: 0.4267 (0.4734)  loss_giou_aux_5: 0.5286 (0.5615)  loss_giou_dn_0: 0.5586 (0.5783)  loss_giou_dn_1: 0.4613 (0.4706)  loss_giou_dn_2: 0.4257 (0.4401)  loss_giou_dn_3: 0.4231 (0.4319)  loss_giou_dn_4: 0.4187 (0.4298)  loss_giou_dn_5: 0.4187 (0.4300)  loss_vfl: 0.6592 (0.6714)  loss_vfl_aux_0: 0.7618 (0.7756)  loss_vfl_aux_1: 0.7191 (0.7279)  loss_vfl_aux_2: 0.6844 (0.6981)  loss_vfl_aux_3: 0.6627 (0.6824)  loss_vfl_aux_4: 0.6614 (0.6750)  loss_vfl_aux_5: 0.7467 (0.7591)  loss_vfl_dn_0: 0.4536 (0.4515)  loss_vfl_dn_1: 0.3819 (0.3861)  loss_vfl_dn_2: 0.3654 (0.3703)  loss_vfl_dn_3: 0.3596 (0.3630)  loss_vfl_dn_4: 0.3573 (0.3604)  loss_vfl_dn_5: 0.3581 (0.3596)  time: 0.4781  data: 0.0141  max mem: 5654
Epoch: [46]  [5800/7393]  eta: 0:12:58  lr: 0.000010  loss: 15.7307 (15.7804)  loss_bbox: 0.1537 (0.1525)  loss_bbox_aux_0: 0.1691 (0.1656)  loss_bbox_aux_1: 0.1604 (0.1575)  loss_bbox_aux_2: 0.1543 (0.1546)  loss_bbox_aux_3: 0.1541 (0.1530)  loss_bbox_aux_4: 0.1537 (0.1524)  loss_bbox_aux_5: 0.2099 (0.2022)  loss_bbox_dn_0: 0.2543 (0.2663)  loss_bbox_dn_1: 0.1862 (0.1955)  loss_bbox_dn_2: 0.1692 (0.1749)  loss_bbox_dn_3: 0.1659 (0.1690)  loss_bbox_dn_4: 0.1648 (0.1676)  loss_bbox_dn_5: 0.1649 (0.1676)  loss_giou: 0.4058 (0.4730)  loss_giou_aux_0: 0.4295 (0.4965)  loss_giou_aux_1: 0.4166 (0.4829)  loss_giou_aux_2: 0.4197 (0.4774)  loss_giou_aux_3: 0.4173 (0.4745)  loss_giou_aux_4: 0.4076 (0.4732)  loss_giou_aux_5: 0.5020 (0.5613)  loss_giou_dn_0: 0.5414 (0.5783)  loss_giou_dn_1: 0.4356 (0.4705)  loss_giou_dn_2: 0.4094 (0.4401)  loss_giou_dn_3: 0.4005 (0.4318)  loss_giou_dn_4: 0.3987 (0.4298)  loss_giou_dn_5: 0.3987 (0.4299)  loss_vfl: 0.6824 (0.6717)  loss_vfl_aux_0: 0.8052 (0.7760)  loss_vfl_aux_1: 0.7440 (0.7283)  loss_vfl_aux_2: 0.7191 (0.6983)  loss_vfl_aux_3: 0.6937 (0.6827)  loss_vfl_aux_4: 0.6758 (0.6754)  loss_vfl_aux_5: 0.7874 (0.7593)  loss_vfl_dn_0: 0.4575 (0.4515)  loss_vfl_dn_1: 0.3876 (0.3861)  loss_vfl_dn_2: 0.3684 (0.3703)  loss_vfl_dn_3: 0.3603 (0.3630)  loss_vfl_dn_4: 0.3570 (0.3604)  loss_vfl_dn_5: 0.3576 (0.3596)  time: 0.4808  data: 0.0136  max mem: 5654
Epoch: [46]  [5900/7393]  eta: 0:12:10  lr: 0.000010  loss: 15.6959 (15.7796)  loss_bbox: 0.1465 (0.1525)  loss_bbox_aux_0: 0.1536 (0.1656)  loss_bbox_aux_1: 0.1364 (0.1575)  loss_bbox_aux_2: 0.1458 (0.1546)  loss_bbox_aux_3: 0.1475 (0.1529)  loss_bbox_aux_4: 0.1473 (0.1525)  loss_bbox_aux_5: 0.2083 (0.2023)  loss_bbox_dn_0: 0.2944 (0.2662)  loss_bbox_dn_1: 0.2165 (0.1954)  loss_bbox_dn_2: 0.1946 (0.1749)  loss_bbox_dn_3: 0.1876 (0.1689)  loss_bbox_dn_4: 0.1861 (0.1675)  loss_bbox_dn_5: 0.1862 (0.1675)  loss_giou: 0.4858 (0.4729)  loss_giou_aux_0: 0.5031 (0.4964)  loss_giou_aux_1: 0.4854 (0.4828)  loss_giou_aux_2: 0.4832 (0.4773)  loss_giou_aux_3: 0.4849 (0.4744)  loss_giou_aux_4: 0.4912 (0.4731)  loss_giou_aux_5: 0.5681 (0.5613)  loss_giou_dn_0: 0.5830 (0.5782)  loss_giou_dn_1: 0.4759 (0.4705)  loss_giou_dn_2: 0.4355 (0.4400)  loss_giou_dn_3: 0.4314 (0.4318)  loss_giou_dn_4: 0.4277 (0.4297)  loss_giou_dn_5: 0.4278 (0.4299)  loss_vfl: 0.6877 (0.6717)  loss_vfl_aux_0: 0.7917 (0.7761)  loss_vfl_aux_1: 0.7504 (0.7283)  loss_vfl_aux_2: 0.7181 (0.6984)  loss_vfl_aux_3: 0.7121 (0.6828)  loss_vfl_aux_4: 0.6930 (0.6753)  loss_vfl_aux_5: 0.7600 (0.7593)  loss_vfl_dn_0: 0.4499 (0.4515)  loss_vfl_dn_1: 0.3888 (0.3861)  loss_vfl_dn_2: 0.3704 (0.3703)  loss_vfl_dn_3: 0.3655 (0.3630)  loss_vfl_dn_4: 0.3638 (0.3605)  loss_vfl_dn_5: 0.3627 (0.3597)  time: 0.7511  data: 0.0134  max mem: 5654
Epoch: [46]  [6000/7393]  eta: 0:11:20  lr: 0.000010  loss: 16.6400 (15.7841)  loss_bbox: 0.1464 (0.1524)  loss_bbox_aux_0: 0.1657 (0.1656)  loss_bbox_aux_1: 0.1587 (0.1575)  loss_bbox_aux_2: 0.1537 (0.1546)  loss_bbox_aux_3: 0.1490 (0.1529)  loss_bbox_aux_4: 0.1470 (0.1524)  loss_bbox_aux_5: 0.1898 (0.2023)  loss_bbox_dn_0: 0.2417 (0.2663)  loss_bbox_dn_1: 0.1893 (0.1954)  loss_bbox_dn_2: 0.1730 (0.1749)  loss_bbox_dn_3: 0.1654 (0.1690)  loss_bbox_dn_4: 0.1640 (0.1676)  loss_bbox_dn_5: 0.1640 (0.1676)  loss_giou: 0.5269 (0.4731)  loss_giou_aux_0: 0.5552 (0.4967)  loss_giou_aux_1: 0.5501 (0.4830)  loss_giou_aux_2: 0.5421 (0.4775)  loss_giou_aux_3: 0.5336 (0.4746)  loss_giou_aux_4: 0.5268 (0.4733)  loss_giou_aux_5: 0.6096 (0.5615)  loss_giou_dn_0: 0.6242 (0.5784)  loss_giou_dn_1: 0.5268 (0.4707)  loss_giou_dn_2: 0.4948 (0.4402)  loss_giou_dn_3: 0.4874 (0.4320)  loss_giou_dn_4: 0.4861 (0.4299)  loss_giou_dn_5: 0.4861 (0.4301)  loss_vfl: 0.6683 (0.6719)  loss_vfl_aux_0: 0.7665 (0.7761)  loss_vfl_aux_1: 0.7270 (0.7284)  loss_vfl_aux_2: 0.7053 (0.6986)  loss_vfl_aux_3: 0.6885 (0.6830)  loss_vfl_aux_4: 0.6811 (0.6755)  loss_vfl_aux_5: 0.7320 (0.7594)  loss_vfl_dn_0: 0.4565 (0.4515)  loss_vfl_dn_1: 0.3968 (0.3862)  loss_vfl_dn_2: 0.3797 (0.3704)  loss_vfl_dn_3: 0.3697 (0.3631)  loss_vfl_dn_4: 0.3700 (0.3606)  loss_vfl_dn_5: 0.3675 (0.3598)  time: 0.4689  data: 0.0135  max mem: 5654
Epoch: [46]  [6100/7393]  eta: 0:10:31  lr: 0.000010  loss: 16.4178 (15.7871)  loss_bbox: 0.1531 (0.1525)  loss_bbox_aux_0: 0.1648 (0.1657)  loss_bbox_aux_1: 0.1597 (0.1575)  loss_bbox_aux_2: 0.1587 (0.1546)  loss_bbox_aux_3: 0.1403 (0.1529)  loss_bbox_aux_4: 0.1531 (0.1524)  loss_bbox_aux_5: 0.1914 (0.2023)  loss_bbox_dn_0: 0.2514 (0.2663)  loss_bbox_dn_1: 0.1819 (0.1955)  loss_bbox_dn_2: 0.1733 (0.1750)  loss_bbox_dn_3: 0.1717 (0.1690)  loss_bbox_dn_4: 0.1692 (0.1676)  loss_bbox_dn_5: 0.1692 (0.1676)  loss_giou: 0.4946 (0.4734)  loss_giou_aux_0: 0.5375 (0.4970)  loss_giou_aux_1: 0.5174 (0.4833)  loss_giou_aux_2: 0.5113 (0.4778)  loss_giou_aux_3: 0.5010 (0.4749)  loss_giou_aux_4: 0.4944 (0.4736)  loss_giou_aux_5: 0.5915 (0.5617)  loss_giou_dn_0: 0.6146 (0.5786)  loss_giou_dn_1: 0.4945 (0.4709)  loss_giou_dn_2: 0.4636 (0.4404)  loss_giou_dn_3: 0.4591 (0.4322)  loss_giou_dn_4: 0.4586 (0.4301)  loss_giou_dn_5: 0.4587 (0.4303)  loss_vfl: 0.6408 (0.6718)  loss_vfl_aux_0: 0.7384 (0.7758)  loss_vfl_aux_1: 0.7166 (0.7284)  loss_vfl_aux_2: 0.6729 (0.6985)  loss_vfl_aux_3: 0.6537 (0.6829)  loss_vfl_aux_4: 0.6494 (0.6755)  loss_vfl_aux_5: 0.7250 (0.7593)  loss_vfl_dn_0: 0.4526 (0.4515)  loss_vfl_dn_1: 0.3943 (0.3862)  loss_vfl_dn_2: 0.3789 (0.3704)  loss_vfl_dn_3: 0.3746 (0.3631)  loss_vfl_dn_4: 0.3710 (0.3606)  loss_vfl_dn_5: 0.3704 (0.3598)  time: 0.4674  data: 0.0136  max mem: 5654
Epoch: [46]  [6200/7393]  eta: 0:09:42  lr: 0.000010  loss: 15.7240 (15.7867)  loss_bbox: 0.1492 (0.1524)  loss_bbox_aux_0: 0.1664 (0.1656)  loss_bbox_aux_1: 0.1501 (0.1574)  loss_bbox_aux_2: 0.1484 (0.1545)  loss_bbox_aux_3: 0.1464 (0.1528)  loss_bbox_aux_4: 0.1454 (0.1524)  loss_bbox_aux_5: 0.1981 (0.2022)  loss_bbox_dn_0: 0.2616 (0.2662)  loss_bbox_dn_1: 0.1918 (0.1954)  loss_bbox_dn_2: 0.1793 (0.1749)  loss_bbox_dn_3: 0.1747 (0.1689)  loss_bbox_dn_4: 0.1725 (0.1676)  loss_bbox_dn_5: 0.1725 (0.1676)  loss_giou: 0.4298 (0.4733)  loss_giou_aux_0: 0.4606 (0.4969)  loss_giou_aux_1: 0.4481 (0.4832)  loss_giou_aux_2: 0.4482 (0.4777)  loss_giou_aux_3: 0.4341 (0.4748)  loss_giou_aux_4: 0.4269 (0.4735)  loss_giou_aux_5: 0.5239 (0.5617)  loss_giou_dn_0: 0.5605 (0.5786)  loss_giou_dn_1: 0.4596 (0.4708)  loss_giou_dn_2: 0.4248 (0.4404)  loss_giou_dn_3: 0.4184 (0.4321)  loss_giou_dn_4: 0.4141 (0.4300)  loss_giou_dn_5: 0.4136 (0.4302)  loss_vfl: 0.6934 (0.6721)  loss_vfl_aux_0: 0.7985 (0.7761)  loss_vfl_aux_1: 0.7511 (0.7287)  loss_vfl_aux_2: 0.7275 (0.6988)  loss_vfl_aux_3: 0.6996 (0.6832)  loss_vfl_aux_4: 0.6933 (0.6757)  loss_vfl_aux_5: 0.7761 (0.7594)  loss_vfl_dn_0: 0.4480 (0.4515)  loss_vfl_dn_1: 0.3881 (0.3862)  loss_vfl_dn_2: 0.3748 (0.3704)  loss_vfl_dn_3: 0.3662 (0.3632)  loss_vfl_dn_4: 0.3618 (0.3606)  loss_vfl_dn_5: 0.3637 (0.3598)  time: 0.4724  data: 0.0135  max mem: 5654
Epoch: [46]  [6300/7393]  eta: 0:08:53  lr: 0.000010  loss: 15.4040 (15.7825)  loss_bbox: 0.1518 (0.1524)  loss_bbox_aux_0: 0.1540 (0.1655)  loss_bbox_aux_1: 0.1382 (0.1574)  loss_bbox_aux_2: 0.1359 (0.1545)  loss_bbox_aux_3: 0.1485 (0.1528)  loss_bbox_aux_4: 0.1522 (0.1523)  loss_bbox_aux_5: 0.1856 (0.2022)  loss_bbox_dn_0: 0.2413 (0.2661)  loss_bbox_dn_1: 0.1791 (0.1953)  loss_bbox_dn_2: 0.1697 (0.1748)  loss_bbox_dn_3: 0.1649 (0.1688)  loss_bbox_dn_4: 0.1630 (0.1674)  loss_bbox_dn_5: 0.1630 (0.1674)  loss_giou: 0.4648 (0.4732)  loss_giou_aux_0: 0.4644 (0.4968)  loss_giou_aux_1: 0.4621 (0.4831)  loss_giou_aux_2: 0.4564 (0.4776)  loss_giou_aux_3: 0.4656 (0.4747)  loss_giou_aux_4: 0.4649 (0.4734)  loss_giou_aux_5: 0.5148 (0.5615)  loss_giou_dn_0: 0.5601 (0.5784)  loss_giou_dn_1: 0.4515 (0.4706)  loss_giou_dn_2: 0.4227 (0.4402)  loss_giou_dn_3: 0.4157 (0.4320)  loss_giou_dn_4: 0.4093 (0.4299)  loss_giou_dn_5: 0.4096 (0.4301)  loss_vfl: 0.6348 (0.6719)  loss_vfl_aux_0: 0.7485 (0.7759)  loss_vfl_aux_1: 0.7001 (0.7285)  loss_vfl_aux_2: 0.6594 (0.6987)  loss_vfl_aux_3: 0.6448 (0.6830)  loss_vfl_aux_4: 0.6406 (0.6755)  loss_vfl_aux_5: 0.7353 (0.7593)  loss_vfl_dn_0: 0.4503 (0.4515)  loss_vfl_dn_1: 0.3728 (0.3862)  loss_vfl_dn_2: 0.3621 (0.3704)  loss_vfl_dn_3: 0.3561 (0.3631)  loss_vfl_dn_4: 0.3532 (0.3605)  loss_vfl_dn_5: 0.3541 (0.3597)  time: 0.4917  data: 0.0134  max mem: 5654
Epoch: [46]  [6400/7393]  eta: 0:08:04  lr: 0.000010  loss: 16.1651 (15.7825)  loss_bbox: 0.1526 (0.1524)  loss_bbox_aux_0: 0.1547 (0.1656)  loss_bbox_aux_1: 0.1591 (0.1574)  loss_bbox_aux_2: 0.1501 (0.1545)  loss_bbox_aux_3: 0.1497 (0.1528)  loss_bbox_aux_4: 0.1504 (0.1524)  loss_bbox_aux_5: 0.1925 (0.2022)  loss_bbox_dn_0: 0.2336 (0.2661)  loss_bbox_dn_1: 0.1682 (0.1953)  loss_bbox_dn_2: 0.1514 (0.1748)  loss_bbox_dn_3: 0.1424 (0.1688)  loss_bbox_dn_4: 0.1424 (0.1675)  loss_bbox_dn_5: 0.1423 (0.1675)  loss_giou: 0.4644 (0.4730)  loss_giou_aux_0: 0.5087 (0.4967)  loss_giou_aux_1: 0.4838 (0.4829)  loss_giou_aux_2: 0.4783 (0.4775)  loss_giou_aux_3: 0.4688 (0.4745)  loss_giou_aux_4: 0.4665 (0.4733)  loss_giou_aux_5: 0.5714 (0.5614)  loss_giou_dn_0: 0.5862 (0.5784)  loss_giou_dn_1: 0.4769 (0.4705)  loss_giou_dn_2: 0.4420 (0.4401)  loss_giou_dn_3: 0.4319 (0.4319)  loss_giou_dn_4: 0.4305 (0.4298)  loss_giou_dn_5: 0.4309 (0.4300)  loss_vfl: 0.6554 (0.6721)  loss_vfl_aux_0: 0.7494 (0.7761)  loss_vfl_aux_1: 0.7007 (0.7286)  loss_vfl_aux_2: 0.6749 (0.6988)  loss_vfl_aux_3: 0.6744 (0.6832)  loss_vfl_aux_4: 0.6489 (0.6756)  loss_vfl_aux_5: 0.7383 (0.7593)  loss_vfl_dn_0: 0.4531 (0.4515)  loss_vfl_dn_1: 0.3902 (0.3862)  loss_vfl_dn_2: 0.3735 (0.3704)  loss_vfl_dn_3: 0.3708 (0.3632)  loss_vfl_dn_4: 0.3673 (0.3606)  loss_vfl_dn_5: 0.3676 (0.3598)  time: 0.4681  data: 0.0135  max mem: 5654
Epoch: [46]  [6500/7393]  eta: 0:07:16  lr: 0.000010  loss: 15.2459 (15.7820)  loss_bbox: 0.1533 (0.1523)  loss_bbox_aux_0: 0.1706 (0.1655)  loss_bbox_aux_1: 0.1692 (0.1574)  loss_bbox_aux_2: 0.1605 (0.1545)  loss_bbox_aux_3: 0.1556 (0.1528)  loss_bbox_aux_4: 0.1543 (0.1523)  loss_bbox_aux_5: 0.2121 (0.2021)  loss_bbox_dn_0: 0.2807 (0.2660)  loss_bbox_dn_1: 0.1943 (0.1952)  loss_bbox_dn_2: 0.1816 (0.1748)  loss_bbox_dn_3: 0.1719 (0.1688)  loss_bbox_dn_4: 0.1706 (0.1674)  loss_bbox_dn_5: 0.1708 (0.1675)  loss_giou: 0.4189 (0.4731)  loss_giou_aux_0: 0.4553 (0.4968)  loss_giou_aux_1: 0.4316 (0.4830)  loss_giou_aux_2: 0.4165 (0.4775)  loss_giou_aux_3: 0.4338 (0.4746)  loss_giou_aux_4: 0.4151 (0.4734)  loss_giou_aux_5: 0.5397 (0.5615)  loss_giou_dn_0: 0.5501 (0.5784)  loss_giou_dn_1: 0.4433 (0.4706)  loss_giou_dn_2: 0.4083 (0.4402)  loss_giou_dn_3: 0.4046 (0.4319)  loss_giou_dn_4: 0.4030 (0.4299)  loss_giou_dn_5: 0.4033 (0.4301)  loss_vfl: 0.6581 (0.6720)  loss_vfl_aux_0: 0.7654 (0.7759)  loss_vfl_aux_1: 0.7146 (0.7285)  loss_vfl_aux_2: 0.6841 (0.6986)  loss_vfl_aux_3: 0.6687 (0.6831)  loss_vfl_aux_4: 0.6750 (0.6755)  loss_vfl_aux_5: 0.7398 (0.7590)  loss_vfl_dn_0: 0.4522 (0.4515)  loss_vfl_dn_1: 0.3907 (0.3862)  loss_vfl_dn_2: 0.3720 (0.3705)  loss_vfl_dn_3: 0.3663 (0.3632)  loss_vfl_dn_4: 0.3617 (0.3606)  loss_vfl_dn_5: 0.3636 (0.3598)  time: 0.4707  data: 0.0134  max mem: 5654
Epoch: [46]  [6600/7393]  eta: 0:06:27  lr: 0.000010  loss: 15.3551 (15.7797)  loss_bbox: 0.1452 (0.1523)  loss_bbox_aux_0: 0.1602 (0.1655)  loss_bbox_aux_1: 0.1443 (0.1573)  loss_bbox_aux_2: 0.1478 (0.1544)  loss_bbox_aux_3: 0.1446 (0.1528)  loss_bbox_aux_4: 0.1451 (0.1523)  loss_bbox_aux_5: 0.2001 (0.2021)  loss_bbox_dn_0: 0.2650 (0.2659)  loss_bbox_dn_1: 0.1937 (0.1952)  loss_bbox_dn_2: 0.1768 (0.1747)  loss_bbox_dn_3: 0.1717 (0.1688)  loss_bbox_dn_4: 0.1713 (0.1674)  loss_bbox_dn_5: 0.1713 (0.1674)  loss_giou: 0.4440 (0.4731)  loss_giou_aux_0: 0.4515 (0.4968)  loss_giou_aux_1: 0.4564 (0.4830)  loss_giou_aux_2: 0.4470 (0.4775)  loss_giou_aux_3: 0.4450 (0.4745)  loss_giou_aux_4: 0.4518 (0.4734)  loss_giou_aux_5: 0.5373 (0.5615)  loss_giou_dn_0: 0.5615 (0.5784)  loss_giou_dn_1: 0.4626 (0.4706)  loss_giou_dn_2: 0.4272 (0.4402)  loss_giou_dn_3: 0.4182 (0.4319)  loss_giou_dn_4: 0.4171 (0.4299)  loss_giou_dn_5: 0.4166 (0.4301)  loss_vfl: 0.6584 (0.6719)  loss_vfl_aux_0: 0.7297 (0.7756)  loss_vfl_aux_1: 0.7022 (0.7283)  loss_vfl_aux_2: 0.6774 (0.6985)  loss_vfl_aux_3: 0.6726 (0.6831)  loss_vfl_aux_4: 0.6619 (0.6754)  loss_vfl_aux_5: 0.7270 (0.7588)  loss_vfl_dn_0: 0.4419 (0.4514)  loss_vfl_dn_1: 0.3819 (0.3862)  loss_vfl_dn_2: 0.3668 (0.3704)  loss_vfl_dn_3: 0.3607 (0.3631)  loss_vfl_dn_4: 0.3606 (0.3606)  loss_vfl_dn_5: 0.3595 (0.3598)  time: 0.4837  data: 0.0145  max mem: 5654
Epoch: [46]  [6700/7393]  eta: 0:05:38  lr: 0.000010  loss: 16.0724 (15.7808)  loss_bbox: 0.1616 (0.1522)  loss_bbox_aux_0: 0.1746 (0.1655)  loss_bbox_aux_1: 0.1625 (0.1573)  loss_bbox_aux_2: 0.1637 (0.1544)  loss_bbox_aux_3: 0.1577 (0.1527)  loss_bbox_aux_4: 0.1612 (0.1523)  loss_bbox_aux_5: 0.2148 (0.2021)  loss_bbox_dn_0: 0.2926 (0.2658)  loss_bbox_dn_1: 0.2149 (0.1952)  loss_bbox_dn_2: 0.1860 (0.1747)  loss_bbox_dn_3: 0.1846 (0.1688)  loss_bbox_dn_4: 0.1853 (0.1674)  loss_bbox_dn_5: 0.1853 (0.1674)  loss_giou: 0.4838 (0.4731)  loss_giou_aux_0: 0.5142 (0.4968)  loss_giou_aux_1: 0.5083 (0.4830)  loss_giou_aux_2: 0.4903 (0.4776)  loss_giou_aux_3: 0.4911 (0.4746)  loss_giou_aux_4: 0.4905 (0.4734)  loss_giou_aux_5: 0.5831 (0.5616)  loss_giou_dn_0: 0.5780 (0.5785)  loss_giou_dn_1: 0.4786 (0.4707)  loss_giou_dn_2: 0.4506 (0.4403)  loss_giou_dn_3: 0.4456 (0.4320)  loss_giou_dn_4: 0.4448 (0.4300)  loss_giou_dn_5: 0.4451 (0.4302)  loss_vfl: 0.6462 (0.6720)  loss_vfl_aux_0: 0.7342 (0.7754)  loss_vfl_aux_1: 0.6874 (0.7284)  loss_vfl_aux_2: 0.6720 (0.6984)  loss_vfl_aux_3: 0.6654 (0.6831)  loss_vfl_aux_4: 0.6508 (0.6754)  loss_vfl_aux_5: 0.7470 (0.7588)  loss_vfl_dn_0: 0.4523 (0.4514)  loss_vfl_dn_1: 0.3902 (0.3862)  loss_vfl_dn_2: 0.3763 (0.3704)  loss_vfl_dn_3: 0.3662 (0.3632)  loss_vfl_dn_4: 0.3637 (0.3606)  loss_vfl_dn_5: 0.3642 (0.3598)  time: 0.4829  data: 0.0142  max mem: 5654
Epoch: [46]  [6800/7393]  eta: 0:04:49  lr: 0.000010  loss: 15.3630 (15.7804)  loss_bbox: 0.1483 (0.1522)  loss_bbox_aux_0: 0.1553 (0.1655)  loss_bbox_aux_1: 0.1503 (0.1573)  loss_bbox_aux_2: 0.1503 (0.1544)  loss_bbox_aux_3: 0.1506 (0.1527)  loss_bbox_aux_4: 0.1449 (0.1523)  loss_bbox_aux_5: 0.1834 (0.2020)  loss_bbox_dn_0: 0.2357 (0.2656)  loss_bbox_dn_1: 0.1705 (0.1950)  loss_bbox_dn_2: 0.1535 (0.1746)  loss_bbox_dn_3: 0.1452 (0.1687)  loss_bbox_dn_4: 0.1444 (0.1673)  loss_bbox_dn_5: 0.1445 (0.1673)  loss_giou: 0.4845 (0.4732)  loss_giou_aux_0: 0.4898 (0.4969)  loss_giou_aux_1: 0.4915 (0.4831)  loss_giou_aux_2: 0.4845 (0.4777)  loss_giou_aux_3: 0.4806 (0.4746)  loss_giou_aux_4: 0.4790 (0.4734)  loss_giou_aux_5: 0.5467 (0.5616)  loss_giou_dn_0: 0.5727 (0.5784)  loss_giou_dn_1: 0.4563 (0.4706)  loss_giou_dn_2: 0.4253 (0.4402)  loss_giou_dn_3: 0.4175 (0.4320)  loss_giou_dn_4: 0.4172 (0.4300)  loss_giou_dn_5: 0.4171 (0.4302)  loss_vfl: 0.6528 (0.6720)  loss_vfl_aux_0: 0.7764 (0.7754)  loss_vfl_aux_1: 0.7174 (0.7283)  loss_vfl_aux_2: 0.6811 (0.6985)  loss_vfl_aux_3: 0.6572 (0.6832)  loss_vfl_aux_4: 0.6646 (0.6755)  loss_vfl_aux_5: 0.7435 (0.7589)  loss_vfl_dn_0: 0.4470 (0.4514)  loss_vfl_dn_1: 0.3863 (0.3862)  loss_vfl_dn_2: 0.3672 (0.3704)  loss_vfl_dn_3: 0.3620 (0.3632)  loss_vfl_dn_4: 0.3599 (0.3606)  loss_vfl_dn_5: 0.3598 (0.3598)  time: 0.4889  data: 0.0150  max mem: 5654
Epoch: [46]  [6900/7393]  eta: 0:04:00  lr: 0.000010  loss: 16.1700 (15.7815)  loss_bbox: 0.1484 (0.1523)  loss_bbox_aux_0: 0.1589 (0.1655)  loss_bbox_aux_1: 0.1493 (0.1573)  loss_bbox_aux_2: 0.1484 (0.1545)  loss_bbox_aux_3: 0.1518 (0.1528)  loss_bbox_aux_4: 0.1512 (0.1523)  loss_bbox_aux_5: 0.1981 (0.2021)  loss_bbox_dn_0: 0.2674 (0.2657)  loss_bbox_dn_1: 0.1866 (0.1951)  loss_bbox_dn_2: 0.1654 (0.1747)  loss_bbox_dn_3: 0.1614 (0.1687)  loss_bbox_dn_4: 0.1597 (0.1674)  loss_bbox_dn_5: 0.1597 (0.1674)  loss_giou: 0.4876 (0.4733)  loss_giou_aux_0: 0.5074 (0.4970)  loss_giou_aux_1: 0.4961 (0.4832)  loss_giou_aux_2: 0.4887 (0.4778)  loss_giou_aux_3: 0.4869 (0.4747)  loss_giou_aux_4: 0.4874 (0.4736)  loss_giou_aux_5: 0.6033 (0.5616)  loss_giou_dn_0: 0.6096 (0.5785)  loss_giou_dn_1: 0.5028 (0.4707)  loss_giou_dn_2: 0.4699 (0.4403)  loss_giou_dn_3: 0.4619 (0.4321)  loss_giou_dn_4: 0.4598 (0.4300)  loss_giou_dn_5: 0.4602 (0.4302)  loss_vfl: 0.6371 (0.6719)  loss_vfl_aux_0: 0.7435 (0.7753)  loss_vfl_aux_1: 0.6842 (0.7282)  loss_vfl_aux_2: 0.6497 (0.6984)  loss_vfl_aux_3: 0.6367 (0.6831)  loss_vfl_aux_4: 0.6328 (0.6754)  loss_vfl_aux_5: 0.7342 (0.7588)  loss_vfl_dn_0: 0.4414 (0.4514)  loss_vfl_dn_1: 0.3905 (0.3862)  loss_vfl_dn_2: 0.3751 (0.3704)  loss_vfl_dn_3: 0.3626 (0.3632)  loss_vfl_dn_4: 0.3599 (0.3606)  loss_vfl_dn_5: 0.3607 (0.3598)  time: 0.4845  data: 0.0141  max mem: 5654
Epoch: [46]  [7000/7393]  eta: 0:03:11  lr: 0.000010  loss: 15.8064 (15.7834)  loss_bbox: 0.1392 (0.1523)  loss_bbox_aux_0: 0.1597 (0.1655)  loss_bbox_aux_1: 0.1510 (0.1574)  loss_bbox_aux_2: 0.1388 (0.1545)  loss_bbox_aux_3: 0.1376 (0.1528)  loss_bbox_aux_4: 0.1367 (0.1523)  loss_bbox_aux_5: 0.1934 (0.2022)  loss_bbox_dn_0: 0.2681 (0.2658)  loss_bbox_dn_1: 0.1943 (0.1952)  loss_bbox_dn_2: 0.1668 (0.1747)  loss_bbox_dn_3: 0.1580 (0.1688)  loss_bbox_dn_4: 0.1584 (0.1674)  loss_bbox_dn_5: 0.1584 (0.1674)  loss_giou: 0.4466 (0.4733)  loss_giou_aux_0: 0.4721 (0.4971)  loss_giou_aux_1: 0.4517 (0.4833)  loss_giou_aux_2: 0.4454 (0.4778)  loss_giou_aux_3: 0.4443 (0.4748)  loss_giou_aux_4: 0.4412 (0.4736)  loss_giou_aux_5: 0.5339 (0.5617)  loss_giou_dn_0: 0.5702 (0.5785)  loss_giou_dn_1: 0.4649 (0.4708)  loss_giou_dn_2: 0.4292 (0.4404)  loss_giou_dn_3: 0.4217 (0.4322)  loss_giou_dn_4: 0.4174 (0.4301)  loss_giou_dn_5: 0.4174 (0.4303)  loss_vfl: 0.6770 (0.6720)  loss_vfl_aux_0: 0.7634 (0.7753)  loss_vfl_aux_1: 0.7085 (0.7282)  loss_vfl_aux_2: 0.7003 (0.6984)  loss_vfl_aux_3: 0.6864 (0.6831)  loss_vfl_aux_4: 0.6774 (0.6755)  loss_vfl_aux_5: 0.7317 (0.7587)  loss_vfl_dn_0: 0.4504 (0.4515)  loss_vfl_dn_1: 0.3807 (0.3862)  loss_vfl_dn_2: 0.3650 (0.3705)  loss_vfl_dn_3: 0.3549 (0.3632)  loss_vfl_dn_4: 0.3525 (0.3606)  loss_vfl_dn_5: 0.3522 (0.3599)  time: 0.4631  data: 0.0142  max mem: 5654
Epoch: [46]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 15.6214 (15.7825)  loss_bbox: 0.1412 (0.1523)  loss_bbox_aux_0: 0.1574 (0.1655)  loss_bbox_aux_1: 0.1480 (0.1573)  loss_bbox_aux_2: 0.1481 (0.1544)  loss_bbox_aux_3: 0.1457 (0.1528)  loss_bbox_aux_4: 0.1439 (0.1523)  loss_bbox_aux_5: 0.1871 (0.2022)  loss_bbox_dn_0: 0.2511 (0.2658)  loss_bbox_dn_1: 0.1877 (0.1952)  loss_bbox_dn_2: 0.1689 (0.1747)  loss_bbox_dn_3: 0.1591 (0.1688)  loss_bbox_dn_4: 0.1559 (0.1674)  loss_bbox_dn_5: 0.1555 (0.1674)  loss_giou: 0.4748 (0.4733)  loss_giou_aux_0: 0.4882 (0.4971)  loss_giou_aux_1: 0.4812 (0.4833)  loss_giou_aux_2: 0.4835 (0.4778)  loss_giou_aux_3: 0.4742 (0.4749)  loss_giou_aux_4: 0.4742 (0.4736)  loss_giou_aux_5: 0.5499 (0.5618)  loss_giou_dn_0: 0.5666 (0.5785)  loss_giou_dn_1: 0.4637 (0.4708)  loss_giou_dn_2: 0.4354 (0.4404)  loss_giou_dn_3: 0.4243 (0.4322)  loss_giou_dn_4: 0.4213 (0.4301)  loss_giou_dn_5: 0.4212 (0.4303)  loss_vfl: 0.6652 (0.6720)  loss_vfl_aux_0: 0.7553 (0.7751)  loss_vfl_aux_1: 0.7088 (0.7281)  loss_vfl_aux_2: 0.6632 (0.6983)  loss_vfl_aux_3: 0.6510 (0.6830)  loss_vfl_aux_4: 0.6532 (0.6754)  loss_vfl_aux_5: 0.7370 (0.7586)  loss_vfl_dn_0: 0.4429 (0.4515)  loss_vfl_dn_1: 0.3872 (0.3862)  loss_vfl_dn_2: 0.3692 (0.3704)  loss_vfl_dn_3: 0.3627 (0.3632)  loss_vfl_dn_4: 0.3624 (0.3606)  loss_vfl_dn_5: 0.3619 (0.3599)  time: 0.4729  data: 0.0141  max mem: 5654
Epoch: [46]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.9178 (15.7801)  loss_bbox: 0.1406 (0.1522)  loss_bbox_aux_0: 0.1550 (0.1655)  loss_bbox_aux_1: 0.1439 (0.1573)  loss_bbox_aux_2: 0.1430 (0.1544)  loss_bbox_aux_3: 0.1427 (0.1528)  loss_bbox_aux_4: 0.1399 (0.1523)  loss_bbox_aux_5: 0.2074 (0.2021)  loss_bbox_dn_0: 0.2612 (0.2659)  loss_bbox_dn_1: 0.1922 (0.1952)  loss_bbox_dn_2: 0.1710 (0.1747)  loss_bbox_dn_3: 0.1601 (0.1688)  loss_bbox_dn_4: 0.1569 (0.1674)  loss_bbox_dn_5: 0.1568 (0.1674)  loss_giou: 0.4874 (0.4733)  loss_giou_aux_0: 0.5215 (0.4970)  loss_giou_aux_1: 0.4826 (0.4832)  loss_giou_aux_2: 0.4879 (0.4778)  loss_giou_aux_3: 0.4847 (0.4748)  loss_giou_aux_4: 0.4877 (0.4735)  loss_giou_aux_5: 0.5966 (0.5617)  loss_giou_dn_0: 0.6025 (0.5785)  loss_giou_dn_1: 0.4910 (0.4707)  loss_giou_dn_2: 0.4627 (0.4403)  loss_giou_dn_3: 0.4515 (0.4321)  loss_giou_dn_4: 0.4496 (0.4300)  loss_giou_dn_5: 0.4495 (0.4302)  loss_vfl: 0.6622 (0.6718)  loss_vfl_aux_0: 0.7816 (0.7749)  loss_vfl_aux_1: 0.7264 (0.7280)  loss_vfl_aux_2: 0.6870 (0.6981)  loss_vfl_aux_3: 0.6731 (0.6829)  loss_vfl_aux_4: 0.6729 (0.6753)  loss_vfl_aux_5: 0.7976 (0.7585)  loss_vfl_dn_0: 0.4456 (0.4514)  loss_vfl_dn_1: 0.3818 (0.3862)  loss_vfl_dn_2: 0.3654 (0.3704)  loss_vfl_dn_3: 0.3560 (0.3631)  loss_vfl_dn_4: 0.3500 (0.3606)  loss_vfl_dn_5: 0.3505 (0.3598)  time: 0.4873  data: 0.0139  max mem: 5654
Epoch: [46]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.3547 (15.7787)  loss_bbox: 0.1474 (0.1523)  loss_bbox_aux_0: 0.1587 (0.1655)  loss_bbox_aux_1: 0.1534 (0.1573)  loss_bbox_aux_2: 0.1474 (0.1544)  loss_bbox_aux_3: 0.1507 (0.1528)  loss_bbox_aux_4: 0.1470 (0.1523)  loss_bbox_aux_5: 0.2020 (0.2021)  loss_bbox_dn_0: 0.2397 (0.2659)  loss_bbox_dn_1: 0.1763 (0.1952)  loss_bbox_dn_2: 0.1692 (0.1747)  loss_bbox_dn_3: 0.1647 (0.1688)  loss_bbox_dn_4: 0.1610 (0.1674)  loss_bbox_dn_5: 0.1610 (0.1674)  loss_giou: 0.4452 (0.4732)  loss_giou_aux_0: 0.4729 (0.4970)  loss_giou_aux_1: 0.4590 (0.4831)  loss_giou_aux_2: 0.4407 (0.4777)  loss_giou_aux_3: 0.4398 (0.4747)  loss_giou_aux_4: 0.4449 (0.4735)  loss_giou_aux_5: 0.5480 (0.5616)  loss_giou_dn_0: 0.5458 (0.5784)  loss_giou_dn_1: 0.4350 (0.4706)  loss_giou_dn_2: 0.4082 (0.4402)  loss_giou_dn_3: 0.3997 (0.4320)  loss_giou_dn_4: 0.3989 (0.4299)  loss_giou_dn_5: 0.4000 (0.4301)  loss_vfl: 0.6487 (0.6718)  loss_vfl_aux_0: 0.7536 (0.7749)  loss_vfl_aux_1: 0.7137 (0.7280)  loss_vfl_aux_2: 0.6913 (0.6980)  loss_vfl_aux_3: 0.6674 (0.6828)  loss_vfl_aux_4: 0.6551 (0.6752)  loss_vfl_aux_5: 0.7453 (0.7586)  loss_vfl_dn_0: 0.4482 (0.4514)  loss_vfl_dn_1: 0.3851 (0.3861)  loss_vfl_dn_2: 0.3716 (0.3704)  loss_vfl_dn_3: 0.3632 (0.3631)  loss_vfl_dn_4: 0.3606 (0.3606)  loss_vfl_dn_5: 0.3573 (0.3598)  time: 0.4724  data: 0.0144  max mem: 5654
Epoch: [46]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.1781 (15.7760)  loss_bbox: 0.1439 (0.1522)  loss_bbox_aux_0: 0.1620 (0.1655)  loss_bbox_aux_1: 0.1377 (0.1572)  loss_bbox_aux_2: 0.1361 (0.1543)  loss_bbox_aux_3: 0.1481 (0.1527)  loss_bbox_aux_4: 0.1452 (0.1522)  loss_bbox_aux_5: 0.1905 (0.2021)  loss_bbox_dn_0: 0.2664 (0.2658)  loss_bbox_dn_1: 0.2002 (0.1951)  loss_bbox_dn_2: 0.1785 (0.1746)  loss_bbox_dn_3: 0.1761 (0.1687)  loss_bbox_dn_4: 0.1725 (0.1673)  loss_bbox_dn_5: 0.1725 (0.1673)  loss_giou: 0.4809 (0.4732)  loss_giou_aux_0: 0.5023 (0.4971)  loss_giou_aux_1: 0.4921 (0.4832)  loss_giou_aux_2: 0.4828 (0.4778)  loss_giou_aux_3: 0.4866 (0.4748)  loss_giou_aux_4: 0.4784 (0.4735)  loss_giou_aux_5: 0.5590 (0.5617)  loss_giou_dn_0: 0.5904 (0.5785)  loss_giou_dn_1: 0.4827 (0.4707)  loss_giou_dn_2: 0.4527 (0.4402)  loss_giou_dn_3: 0.4449 (0.4320)  loss_giou_dn_4: 0.4445 (0.4299)  loss_giou_dn_5: 0.4452 (0.4301)  loss_vfl: 0.6609 (0.6716)  loss_vfl_aux_0: 0.7104 (0.7745)  loss_vfl_aux_1: 0.6925 (0.7278)  loss_vfl_aux_2: 0.6666 (0.6978)  loss_vfl_aux_3: 0.6668 (0.6825)  loss_vfl_aux_4: 0.6657 (0.6750)  loss_vfl_aux_5: 0.7369 (0.7583)  loss_vfl_dn_0: 0.4480 (0.4514)  loss_vfl_dn_1: 0.3817 (0.3861)  loss_vfl_dn_2: 0.3673 (0.3704)  loss_vfl_dn_3: 0.3596 (0.3631)  loss_vfl_dn_4: 0.3582 (0.3605)  loss_vfl_dn_5: 0.3577 (0.3598)  time: 0.4788  data: 0.0139  max mem: 5654
Epoch: [46] Total time: 1:00:09 (0.4882 s / it)
Averaged stats: lr: 0.000010  loss: 15.1781 (15.7760)  loss_bbox: 0.1439 (0.1522)  loss_bbox_aux_0: 0.1620 (0.1655)  loss_bbox_aux_1: 0.1377 (0.1572)  loss_bbox_aux_2: 0.1361 (0.1543)  loss_bbox_aux_3: 0.1481 (0.1527)  loss_bbox_aux_4: 0.1452 (0.1522)  loss_bbox_aux_5: 0.1905 (0.2021)  loss_bbox_dn_0: 0.2664 (0.2658)  loss_bbox_dn_1: 0.2002 (0.1951)  loss_bbox_dn_2: 0.1785 (0.1746)  loss_bbox_dn_3: 0.1761 (0.1687)  loss_bbox_dn_4: 0.1725 (0.1673)  loss_bbox_dn_5: 0.1725 (0.1673)  loss_giou: 0.4809 (0.4732)  loss_giou_aux_0: 0.5023 (0.4971)  loss_giou_aux_1: 0.4921 (0.4832)  loss_giou_aux_2: 0.4828 (0.4778)  loss_giou_aux_3: 0.4866 (0.4748)  loss_giou_aux_4: 0.4784 (0.4735)  loss_giou_aux_5: 0.5590 (0.5617)  loss_giou_dn_0: 0.5904 (0.5785)  loss_giou_dn_1: 0.4827 (0.4707)  loss_giou_dn_2: 0.4527 (0.4402)  loss_giou_dn_3: 0.4449 (0.4320)  loss_giou_dn_4: 0.4445 (0.4299)  loss_giou_dn_5: 0.4452 (0.4301)  loss_vfl: 0.6609 (0.6716)  loss_vfl_aux_0: 0.7104 (0.7745)  loss_vfl_aux_1: 0.6925 (0.7278)  loss_vfl_aux_2: 0.6666 (0.6978)  loss_vfl_aux_3: 0.6668 (0.6825)  loss_vfl_aux_4: 0.6657 (0.6750)  loss_vfl_aux_5: 0.7369 (0.7583)  loss_vfl_dn_0: 0.4480 (0.4514)  loss_vfl_dn_1: 0.3817 (0.3861)  loss_vfl_dn_2: 0.3673 (0.3704)  loss_vfl_dn_3: 0.3596 (0.3631)  loss_vfl_dn_4: 0.3582 (0.3605)  loss_vfl_dn_5: 0.3577 (0.3598)
Test:  [  0/157]  eta: 0:04:21    time: 1.6638  data: 1.2498  max mem: 5654
Test:  [ 10/157]  eta: 0:01:14    time: 0.5090  data: 0.1339  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3917  data: 0.0242  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3884  data: 0.0261  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3926  data: 0.0263  max mem: 5654
Test:  [ 50/157]  eta: 0:00:45    time: 0.4057  data: 0.0266  max mem: 5654
Test:  [ 60/157]  eta: 0:00:40    time: 0.4071  data: 0.0266  max mem: 5654
Test:  [ 70/157]  eta: 0:00:35    time: 0.3889  data: 0.0258  max mem: 5654
Test:  [ 80/157]  eta: 0:00:31    time: 0.3919  data: 0.0251  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.7527  data: 0.0253  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.7393  data: 0.0254  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3896  data: 0.0255  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3892  data: 0.0257  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3847  data: 0.0256  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3819  data: 0.0253  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3699  data: 0.0256  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3601  data: 0.0248  max mem: 5654
Test: Total time: 0:01:09 (0.4442 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.91s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.526
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.706
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.569
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.350
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.570
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.702
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.389
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.652
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.720
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.553
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.767
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.884
best_stat:  {'epoch': 46, 'coco_eval_bbox': 0.5257881528687125}
Epoch: [47]  [   0/7393]  eta: 1 day, 4:14:18  lr: 0.000010  loss: 14.5580 (14.5580)  loss_bbox: 0.1379 (0.1379)  loss_bbox_aux_0: 0.1355 (0.1355)  loss_bbox_aux_1: 0.1286 (0.1286)  loss_bbox_aux_2: 0.1351 (0.1351)  loss_bbox_aux_3: 0.1380 (0.1380)  loss_bbox_aux_4: 0.1379 (0.1379)  loss_bbox_aux_5: 0.1544 (0.1544)  loss_bbox_dn_0: 0.2307 (0.2307)  loss_bbox_dn_1: 0.1690 (0.1690)  loss_bbox_dn_2: 0.1507 (0.1507)  loss_bbox_dn_3: 0.1474 (0.1474)  loss_bbox_dn_4: 0.1467 (0.1467)  loss_bbox_dn_5: 0.1468 (0.1468)  loss_giou: 0.4002 (0.4002)  loss_giou_aux_0: 0.4083 (0.4083)  loss_giou_aux_1: 0.3930 (0.3930)  loss_giou_aux_2: 0.3965 (0.3965)  loss_giou_aux_3: 0.4024 (0.4024)  loss_giou_aux_4: 0.4001 (0.4001)  loss_giou_aux_5: 0.4809 (0.4809)  loss_giou_dn_0: 0.5361 (0.5361)  loss_giou_dn_1: 0.4387 (0.4387)  loss_giou_dn_2: 0.3974 (0.3974)  loss_giou_dn_3: 0.3880 (0.3880)  loss_giou_dn_4: 0.3858 (0.3858)  loss_giou_dn_5: 0.3863 (0.3863)  loss_vfl: 0.6532 (0.6532)  loss_vfl_aux_0: 0.7669 (0.7669)  loss_vfl_aux_1: 0.7288 (0.7288)  loss_vfl_aux_2: 0.6943 (0.6943)  loss_vfl_aux_3: 0.6628 (0.6628)  loss_vfl_aux_4: 0.6624 (0.6624)  loss_vfl_aux_5: 0.8032 (0.8032)  loss_vfl_dn_0: 0.4540 (0.4540)  loss_vfl_dn_1: 0.3706 (0.3706)  loss_vfl_dn_2: 0.3545 (0.3545)  loss_vfl_dn_3: 0.3456 (0.3456)  loss_vfl_dn_4: 0.3449 (0.3449)  loss_vfl_dn_5: 0.3446 (0.3446)  time: 13.7507  data: 3.1433  max mem: 5654
Epoch: [47]  [ 100/7393]  eta: 1:14:47  lr: 0.000010  loss: 15.8762 (15.7386)  loss_bbox: 0.1341 (0.1489)  loss_bbox_aux_0: 0.1530 (0.1625)  loss_bbox_aux_1: 0.1442 (0.1526)  loss_bbox_aux_2: 0.1399 (0.1506)  loss_bbox_aux_3: 0.1355 (0.1495)  loss_bbox_aux_4: 0.1347 (0.1484)  loss_bbox_aux_5: 0.2020 (0.2000)  loss_bbox_dn_0: 0.2708 (0.2658)  loss_bbox_dn_1: 0.1981 (0.1945)  loss_bbox_dn_2: 0.1712 (0.1738)  loss_bbox_dn_3: 0.1590 (0.1673)  loss_bbox_dn_4: 0.1569 (0.1658)  loss_bbox_dn_5: 0.1570 (0.1658)  loss_giou: 0.4536 (0.4653)  loss_giou_aux_0: 0.4965 (0.4899)  loss_giou_aux_1: 0.4829 (0.4743)  loss_giou_aux_2: 0.4748 (0.4697)  loss_giou_aux_3: 0.4513 (0.4659)  loss_giou_aux_4: 0.4525 (0.4654)  loss_giou_aux_5: 0.5610 (0.5537)  loss_giou_dn_0: 0.5783 (0.5723)  loss_giou_dn_1: 0.4663 (0.4666)  loss_giou_dn_2: 0.4376 (0.4352)  loss_giou_dn_3: 0.4300 (0.4269)  loss_giou_dn_4: 0.4272 (0.4248)  loss_giou_dn_5: 0.4272 (0.4249)  loss_vfl: 0.6665 (0.6833)  loss_vfl_aux_0: 0.7415 (0.7822)  loss_vfl_aux_1: 0.7234 (0.7412)  loss_vfl_aux_2: 0.6885 (0.7116)  loss_vfl_aux_3: 0.6760 (0.6960)  loss_vfl_aux_4: 0.6646 (0.6894)  loss_vfl_aux_5: 0.7412 (0.7647)  loss_vfl_dn_0: 0.4449 (0.4519)  loss_vfl_dn_1: 0.3855 (0.3863)  loss_vfl_dn_2: 0.3680 (0.3700)  loss_vfl_dn_3: 0.3621 (0.3628)  loss_vfl_dn_4: 0.3592 (0.3598)  loss_vfl_dn_5: 0.3577 (0.3589)  time: 0.4816  data: 0.0156  max mem: 5654
Epoch: [47]  [ 200/7393]  eta: 1:05:54  lr: 0.000010  loss: 15.8934 (15.6333)  loss_bbox: 0.1417 (0.1472)  loss_bbox_aux_0: 0.1556 (0.1598)  loss_bbox_aux_1: 0.1447 (0.1510)  loss_bbox_aux_2: 0.1434 (0.1493)  loss_bbox_aux_3: 0.1482 (0.1477)  loss_bbox_aux_4: 0.1412 (0.1467)  loss_bbox_aux_5: 0.2012 (0.1966)  loss_bbox_dn_0: 0.2630 (0.2603)  loss_bbox_dn_1: 0.1937 (0.1907)  loss_bbox_dn_2: 0.1743 (0.1705)  loss_bbox_dn_3: 0.1658 (0.1640)  loss_bbox_dn_4: 0.1639 (0.1626)  loss_bbox_dn_5: 0.1639 (0.1626)  loss_giou: 0.4073 (0.4654)  loss_giou_aux_0: 0.4293 (0.4881)  loss_giou_aux_1: 0.4087 (0.4743)  loss_giou_aux_2: 0.4159 (0.4695)  loss_giou_aux_3: 0.4127 (0.4662)  loss_giou_aux_4: 0.4025 (0.4652)  loss_giou_aux_5: 0.5083 (0.5539)  loss_giou_dn_0: 0.5517 (0.5699)  loss_giou_dn_1: 0.4444 (0.4650)  loss_giou_dn_2: 0.4136 (0.4341)  loss_giou_dn_3: 0.4035 (0.4256)  loss_giou_dn_4: 0.3992 (0.4235)  loss_giou_dn_5: 0.3997 (0.4236)  loss_vfl: 0.6848 (0.6749)  loss_vfl_aux_0: 0.7767 (0.7784)  loss_vfl_aux_1: 0.7413 (0.7339)  loss_vfl_aux_2: 0.7196 (0.7022)  loss_vfl_aux_3: 0.6837 (0.6861)  loss_vfl_aux_4: 0.6838 (0.6795)  loss_vfl_aux_5: 0.7465 (0.7581)  loss_vfl_dn_0: 0.4549 (0.4514)  loss_vfl_dn_1: 0.3894 (0.3857)  loss_vfl_dn_2: 0.3769 (0.3696)  loss_vfl_dn_3: 0.3622 (0.3621)  loss_vfl_dn_4: 0.3573 (0.3595)  loss_vfl_dn_5: 0.3569 (0.3586)  time: 0.4757  data: 0.0141  max mem: 5654
Epoch: [47]  [ 300/7393]  eta: 1:02:13  lr: 0.000010  loss: 15.6529 (15.6706)  loss_bbox: 0.1429 (0.1483)  loss_bbox_aux_0: 0.1584 (0.1605)  loss_bbox_aux_1: 0.1463 (0.1520)  loss_bbox_aux_2: 0.1446 (0.1502)  loss_bbox_aux_3: 0.1398 (0.1489)  loss_bbox_aux_4: 0.1428 (0.1481)  loss_bbox_aux_5: 0.1909 (0.1974)  loss_bbox_dn_0: 0.2399 (0.2595)  loss_bbox_dn_1: 0.1800 (0.1900)  loss_bbox_dn_2: 0.1608 (0.1701)  loss_bbox_dn_3: 0.1525 (0.1637)  loss_bbox_dn_4: 0.1510 (0.1622)  loss_bbox_dn_5: 0.1510 (0.1622)  loss_giou: 0.4670 (0.4713)  loss_giou_aux_0: 0.5095 (0.4935)  loss_giou_aux_1: 0.4841 (0.4796)  loss_giou_aux_2: 0.4832 (0.4750)  loss_giou_aux_3: 0.4734 (0.4725)  loss_giou_aux_4: 0.4745 (0.4712)  loss_giou_aux_5: 0.5660 (0.5592)  loss_giou_dn_0: 0.5967 (0.5747)  loss_giou_dn_1: 0.4883 (0.4693)  loss_giou_dn_2: 0.4557 (0.4386)  loss_giou_dn_3: 0.4412 (0.4304)  loss_giou_dn_4: 0.4382 (0.4283)  loss_giou_dn_5: 0.4382 (0.4285)  loss_vfl: 0.6593 (0.6694)  loss_vfl_aux_0: 0.7641 (0.7731)  loss_vfl_aux_1: 0.7236 (0.7284)  loss_vfl_aux_2: 0.7043 (0.6974)  loss_vfl_aux_3: 0.6690 (0.6812)  loss_vfl_aux_4: 0.6734 (0.6743)  loss_vfl_aux_5: 0.7246 (0.7530)  loss_vfl_dn_0: 0.4525 (0.4513)  loss_vfl_dn_1: 0.3872 (0.3860)  loss_vfl_dn_2: 0.3793 (0.3700)  loss_vfl_dn_3: 0.3705 (0.3626)  loss_vfl_dn_4: 0.3646 (0.3599)  loss_vfl_dn_5: 0.3627 (0.3590)  time: 0.4706  data: 0.0154  max mem: 5654
Epoch: [47]  [ 400/7393]  eta: 1:00:10  lr: 0.000010  loss: 15.9911 (15.6917)  loss_bbox: 0.1399 (0.1482)  loss_bbox_aux_0: 0.1508 (0.1609)  loss_bbox_aux_1: 0.1443 (0.1522)  loss_bbox_aux_2: 0.1414 (0.1501)  loss_bbox_aux_3: 0.1384 (0.1489)  loss_bbox_aux_4: 0.1394 (0.1482)  loss_bbox_aux_5: 0.1966 (0.1978)  loss_bbox_dn_0: 0.2473 (0.2600)  loss_bbox_dn_1: 0.1866 (0.1905)  loss_bbox_dn_2: 0.1648 (0.1703)  loss_bbox_dn_3: 0.1583 (0.1640)  loss_bbox_dn_4: 0.1570 (0.1626)  loss_bbox_dn_5: 0.1569 (0.1626)  loss_giou: 0.4350 (0.4712)  loss_giou_aux_0: 0.4794 (0.4936)  loss_giou_aux_1: 0.4604 (0.4801)  loss_giou_aux_2: 0.4517 (0.4753)  loss_giou_aux_3: 0.4410 (0.4724)  loss_giou_aux_4: 0.4387 (0.4712)  loss_giou_aux_5: 0.5431 (0.5595)  loss_giou_dn_0: 0.5511 (0.5759)  loss_giou_dn_1: 0.4448 (0.4703)  loss_giou_dn_2: 0.4072 (0.4392)  loss_giou_dn_3: 0.4039 (0.4310)  loss_giou_dn_4: 0.4023 (0.4289)  loss_giou_dn_5: 0.4032 (0.4291)  loss_vfl: 0.6836 (0.6707)  loss_vfl_aux_0: 0.7798 (0.7741)  loss_vfl_aux_1: 0.7268 (0.7301)  loss_vfl_aux_2: 0.7043 (0.6985)  loss_vfl_aux_3: 0.6989 (0.6829)  loss_vfl_aux_4: 0.6918 (0.6757)  loss_vfl_aux_5: 0.7715 (0.7539)  loss_vfl_dn_0: 0.4575 (0.4519)  loss_vfl_dn_1: 0.3908 (0.3865)  loss_vfl_dn_2: 0.3734 (0.3706)  loss_vfl_dn_3: 0.3631 (0.3630)  loss_vfl_dn_4: 0.3594 (0.3603)  loss_vfl_dn_5: 0.3586 (0.3594)  time: 0.4824  data: 0.0148  max mem: 5654
Epoch: [47]  [ 500/7393]  eta: 0:58:38  lr: 0.000010  loss: 16.1894 (15.6851)  loss_bbox: 0.1581 (0.1485)  loss_bbox_aux_0: 0.1589 (0.1612)  loss_bbox_aux_1: 0.1582 (0.1525)  loss_bbox_aux_2: 0.1587 (0.1505)  loss_bbox_aux_3: 0.1564 (0.1492)  loss_bbox_aux_4: 0.1583 (0.1485)  loss_bbox_aux_5: 0.1877 (0.1983)  loss_bbox_dn_0: 0.2559 (0.2594)  loss_bbox_dn_1: 0.1939 (0.1903)  loss_bbox_dn_2: 0.1694 (0.1701)  loss_bbox_dn_3: 0.1617 (0.1639)  loss_bbox_dn_4: 0.1613 (0.1625)  loss_bbox_dn_5: 0.1613 (0.1625)  loss_giou: 0.4359 (0.4716)  loss_giou_aux_0: 0.4449 (0.4945)  loss_giou_aux_1: 0.4493 (0.4802)  loss_giou_aux_2: 0.4354 (0.4756)  loss_giou_aux_3: 0.4340 (0.4727)  loss_giou_aux_4: 0.4358 (0.4715)  loss_giou_aux_5: 0.5093 (0.5597)  loss_giou_dn_0: 0.5844 (0.5757)  loss_giou_dn_1: 0.4703 (0.4699)  loss_giou_dn_2: 0.4429 (0.4392)  loss_giou_dn_3: 0.4307 (0.4310)  loss_giou_dn_4: 0.4282 (0.4290)  loss_giou_dn_5: 0.4284 (0.4292)  loss_vfl: 0.6512 (0.6694)  loss_vfl_aux_0: 0.7546 (0.7719)  loss_vfl_aux_1: 0.7371 (0.7285)  loss_vfl_aux_2: 0.6726 (0.6978)  loss_vfl_aux_3: 0.6640 (0.6816)  loss_vfl_aux_4: 0.6649 (0.6748)  loss_vfl_aux_5: 0.7364 (0.7533)  loss_vfl_dn_0: 0.4493 (0.4515)  loss_vfl_dn_1: 0.3858 (0.3863)  loss_vfl_dn_2: 0.3734 (0.3704)  loss_vfl_dn_3: 0.3676 (0.3629)  loss_vfl_dn_4: 0.3658 (0.3602)  loss_vfl_dn_5: 0.3618 (0.3593)  time: 0.5020  data: 0.0146  max mem: 5654
Epoch: [47]  [ 600/7393]  eta: 0:57:15  lr: 0.000010  loss: 15.5386 (15.7140)  loss_bbox: 0.1395 (0.1492)  loss_bbox_aux_0: 0.1451 (0.1621)  loss_bbox_aux_1: 0.1358 (0.1533)  loss_bbox_aux_2: 0.1282 (0.1509)  loss_bbox_aux_3: 0.1370 (0.1497)  loss_bbox_aux_4: 0.1364 (0.1491)  loss_bbox_aux_5: 0.1835 (0.1992)  loss_bbox_dn_0: 0.2403 (0.2593)  loss_bbox_dn_1: 0.1712 (0.1902)  loss_bbox_dn_2: 0.1490 (0.1700)  loss_bbox_dn_3: 0.1417 (0.1639)  loss_bbox_dn_4: 0.1425 (0.1625)  loss_bbox_dn_5: 0.1426 (0.1625)  loss_giou: 0.4655 (0.4739)  loss_giou_aux_0: 0.5072 (0.4973)  loss_giou_aux_1: 0.4814 (0.4825)  loss_giou_aux_2: 0.4733 (0.4775)  loss_giou_aux_3: 0.4731 (0.4750)  loss_giou_aux_4: 0.4709 (0.4736)  loss_giou_aux_5: 0.5651 (0.5619)  loss_giou_dn_0: 0.5757 (0.5771)  loss_giou_dn_1: 0.4675 (0.4712)  loss_giou_dn_2: 0.4326 (0.4404)  loss_giou_dn_3: 0.4255 (0.4322)  loss_giou_dn_4: 0.4257 (0.4302)  loss_giou_dn_5: 0.4272 (0.4304)  loss_vfl: 0.6535 (0.6695)  loss_vfl_aux_0: 0.7461 (0.7712)  loss_vfl_aux_1: 0.7113 (0.7290)  loss_vfl_aux_2: 0.6882 (0.6983)  loss_vfl_aux_3: 0.6750 (0.6815)  loss_vfl_aux_4: 0.6496 (0.6749)  loss_vfl_aux_5: 0.7705 (0.7535)  loss_vfl_dn_0: 0.4495 (0.4515)  loss_vfl_dn_1: 0.3814 (0.3863)  loss_vfl_dn_2: 0.3658 (0.3705)  loss_vfl_dn_3: 0.3586 (0.3629)  loss_vfl_dn_4: 0.3552 (0.3603)  loss_vfl_dn_5: 0.3554 (0.3594)  time: 0.4830  data: 0.0138  max mem: 5654
Epoch: [47]  [ 700/7393]  eta: 0:57:09  lr: 0.000010  loss: 15.4609 (15.7053)  loss_bbox: 0.1441 (0.1496)  loss_bbox_aux_0: 0.1653 (0.1620)  loss_bbox_aux_1: 0.1520 (0.1536)  loss_bbox_aux_2: 0.1449 (0.1511)  loss_bbox_aux_3: 0.1455 (0.1501)  loss_bbox_aux_4: 0.1451 (0.1494)  loss_bbox_aux_5: 0.2023 (0.1988)  loss_bbox_dn_0: 0.2432 (0.2587)  loss_bbox_dn_1: 0.1799 (0.1898)  loss_bbox_dn_2: 0.1513 (0.1698)  loss_bbox_dn_3: 0.1468 (0.1637)  loss_bbox_dn_4: 0.1470 (0.1624)  loss_bbox_dn_5: 0.1470 (0.1624)  loss_giou: 0.4662 (0.4744)  loss_giou_aux_0: 0.4815 (0.4975)  loss_giou_aux_1: 0.4740 (0.4828)  loss_giou_aux_2: 0.4611 (0.4781)  loss_giou_aux_3: 0.4636 (0.4758)  loss_giou_aux_4: 0.4645 (0.4741)  loss_giou_aux_5: 0.5516 (0.5619)  loss_giou_dn_0: 0.5636 (0.5768)  loss_giou_dn_1: 0.4587 (0.4711)  loss_giou_dn_2: 0.4308 (0.4404)  loss_giou_dn_3: 0.4217 (0.4323)  loss_giou_dn_4: 0.4198 (0.4302)  loss_giou_dn_5: 0.4204 (0.4304)  loss_vfl: 0.6486 (0.6686)  loss_vfl_aux_0: 0.7440 (0.7693)  loss_vfl_aux_1: 0.7217 (0.7272)  loss_vfl_aux_2: 0.6969 (0.6970)  loss_vfl_aux_3: 0.6478 (0.6800)  loss_vfl_aux_4: 0.6554 (0.6738)  loss_vfl_aux_5: 0.7229 (0.7522)  loss_vfl_dn_0: 0.4417 (0.4512)  loss_vfl_dn_1: 0.3798 (0.3859)  loss_vfl_dn_2: 0.3690 (0.3703)  loss_vfl_dn_3: 0.3623 (0.3627)  loss_vfl_dn_4: 0.3600 (0.3602)  loss_vfl_dn_5: 0.3591 (0.3593)  time: 0.5109  data: 0.0143  max mem: 5654
Epoch: [47]  [ 800/7393]  eta: 0:55:54  lr: 0.000010  loss: 16.3759 (15.7093)  loss_bbox: 0.1457 (0.1499)  loss_bbox_aux_0: 0.1539 (0.1623)  loss_bbox_aux_1: 0.1514 (0.1543)  loss_bbox_aux_2: 0.1468 (0.1517)  loss_bbox_aux_3: 0.1475 (0.1505)  loss_bbox_aux_4: 0.1457 (0.1497)  loss_bbox_aux_5: 0.1914 (0.1995)  loss_bbox_dn_0: 0.2463 (0.2596)  loss_bbox_dn_1: 0.1836 (0.1906)  loss_bbox_dn_2: 0.1639 (0.1706)  loss_bbox_dn_3: 0.1628 (0.1645)  loss_bbox_dn_4: 0.1611 (0.1631)  loss_bbox_dn_5: 0.1611 (0.1631)  loss_giou: 0.4663 (0.4739)  loss_giou_aux_0: 0.4943 (0.4964)  loss_giou_aux_1: 0.4743 (0.4820)  loss_giou_aux_2: 0.4715 (0.4777)  loss_giou_aux_3: 0.4678 (0.4753)  loss_giou_aux_4: 0.4656 (0.4736)  loss_giou_aux_5: 0.5592 (0.5613)  loss_giou_dn_0: 0.5676 (0.5762)  loss_giou_dn_1: 0.4653 (0.4706)  loss_giou_dn_2: 0.4374 (0.4401)  loss_giou_dn_3: 0.4290 (0.4319)  loss_giou_dn_4: 0.4256 (0.4298)  loss_giou_dn_5: 0.4255 (0.4300)  loss_vfl: 0.6934 (0.6692)  loss_vfl_aux_0: 0.7677 (0.7709)  loss_vfl_aux_1: 0.7476 (0.7276)  loss_vfl_aux_2: 0.7250 (0.6974)  loss_vfl_aux_3: 0.7158 (0.6804)  loss_vfl_aux_4: 0.7021 (0.6743)  loss_vfl_aux_5: 0.7586 (0.7532)  loss_vfl_dn_0: 0.4525 (0.4511)  loss_vfl_dn_1: 0.3875 (0.3856)  loss_vfl_dn_2: 0.3727 (0.3700)  loss_vfl_dn_3: 0.3674 (0.3624)  loss_vfl_dn_4: 0.3631 (0.3599)  loss_vfl_dn_5: 0.3640 (0.3590)  time: 0.4876  data: 0.0136  max mem: 5654
Epoch: [47]  [ 900/7393]  eta: 0:54:44  lr: 0.000010  loss: 15.4857 (15.7029)  loss_bbox: 0.1385 (0.1500)  loss_bbox_aux_0: 0.1600 (0.1626)  loss_bbox_aux_1: 0.1571 (0.1546)  loss_bbox_aux_2: 0.1482 (0.1519)  loss_bbox_aux_3: 0.1357 (0.1505)  loss_bbox_aux_4: 0.1344 (0.1497)  loss_bbox_aux_5: 0.2009 (0.2001)  loss_bbox_dn_0: 0.2426 (0.2598)  loss_bbox_dn_1: 0.1711 (0.1907)  loss_bbox_dn_2: 0.1574 (0.1706)  loss_bbox_dn_3: 0.1503 (0.1646)  loss_bbox_dn_4: 0.1492 (0.1632)  loss_bbox_dn_5: 0.1487 (0.1633)  loss_giou: 0.4487 (0.4732)  loss_giou_aux_0: 0.4815 (0.4960)  loss_giou_aux_1: 0.4628 (0.4817)  loss_giou_aux_2: 0.4546 (0.4772)  loss_giou_aux_3: 0.4498 (0.4745)  loss_giou_aux_4: 0.4486 (0.4729)  loss_giou_aux_5: 0.5388 (0.5611)  loss_giou_dn_0: 0.5612 (0.5754)  loss_giou_dn_1: 0.4479 (0.4696)  loss_giou_dn_2: 0.4176 (0.4392)  loss_giou_dn_3: 0.4106 (0.4310)  loss_giou_dn_4: 0.4091 (0.4289)  loss_giou_dn_5: 0.4098 (0.4291)  loss_vfl: 0.6497 (0.6694)  loss_vfl_aux_0: 0.7677 (0.7713)  loss_vfl_aux_1: 0.7178 (0.7272)  loss_vfl_aux_2: 0.6913 (0.6972)  loss_vfl_aux_3: 0.6687 (0.6807)  loss_vfl_aux_4: 0.6658 (0.6745)  loss_vfl_aux_5: 0.7546 (0.7535)  loss_vfl_dn_0: 0.4461 (0.4509)  loss_vfl_dn_1: 0.3832 (0.3856)  loss_vfl_dn_2: 0.3703 (0.3698)  loss_vfl_dn_3: 0.3619 (0.3623)  loss_vfl_dn_4: 0.3595 (0.3598)  loss_vfl_dn_5: 0.3593 (0.3589)  time: 0.4777  data: 0.0141  max mem: 5654
Epoch: [47]  [1000/7393]  eta: 0:53:39  lr: 0.000010  loss: 15.2413 (15.6989)  loss_bbox: 0.1513 (0.1502)  loss_bbox_aux_0: 0.1634 (0.1626)  loss_bbox_aux_1: 0.1556 (0.1547)  loss_bbox_aux_2: 0.1526 (0.1522)  loss_bbox_aux_3: 0.1517 (0.1507)  loss_bbox_aux_4: 0.1503 (0.1498)  loss_bbox_aux_5: 0.1976 (0.1999)  loss_bbox_dn_0: 0.2777 (0.2593)  loss_bbox_dn_1: 0.2016 (0.1904)  loss_bbox_dn_2: 0.1769 (0.1704)  loss_bbox_dn_3: 0.1668 (0.1644)  loss_bbox_dn_4: 0.1654 (0.1630)  loss_bbox_dn_5: 0.1655 (0.1630)  loss_giou: 0.4118 (0.4739)  loss_giou_aux_0: 0.4336 (0.4966)  loss_giou_aux_1: 0.4148 (0.4823)  loss_giou_aux_2: 0.4037 (0.4781)  loss_giou_aux_3: 0.4106 (0.4752)  loss_giou_aux_4: 0.4114 (0.4735)  loss_giou_aux_5: 0.4905 (0.5614)  loss_giou_dn_0: 0.5322 (0.5758)  loss_giou_dn_1: 0.4337 (0.4699)  loss_giou_dn_2: 0.4061 (0.4395)  loss_giou_dn_3: 0.3950 (0.4313)  loss_giou_dn_4: 0.3926 (0.4293)  loss_giou_dn_5: 0.3925 (0.4295)  loss_vfl: 0.6800 (0.6680)  loss_vfl_aux_0: 0.8174 (0.7706)  loss_vfl_aux_1: 0.7518 (0.7258)  loss_vfl_aux_2: 0.7138 (0.6955)  loss_vfl_aux_3: 0.6893 (0.6796)  loss_vfl_aux_4: 0.6755 (0.6731)  loss_vfl_aux_5: 0.7909 (0.7523)  loss_vfl_dn_0: 0.4501 (0.4508)  loss_vfl_dn_1: 0.3861 (0.3855)  loss_vfl_dn_2: 0.3667 (0.3698)  loss_vfl_dn_3: 0.3627 (0.3623)  loss_vfl_dn_4: 0.3579 (0.3598)  loss_vfl_dn_5: 0.3570 (0.3589)  time: 0.4840  data: 0.0140  max mem: 5654
Epoch: [47]  [1100/7393]  eta: 0:52:40  lr: 0.000010  loss: 16.2837 (15.7177)  loss_bbox: 0.1535 (0.1509)  loss_bbox_aux_0: 0.1618 (0.1634)  loss_bbox_aux_1: 0.1589 (0.1555)  loss_bbox_aux_2: 0.1529 (0.1529)  loss_bbox_aux_3: 0.1538 (0.1513)  loss_bbox_aux_4: 0.1530 (0.1506)  loss_bbox_aux_5: 0.2021 (0.2009)  loss_bbox_dn_0: 0.2700 (0.2602)  loss_bbox_dn_1: 0.2101 (0.1911)  loss_bbox_dn_2: 0.1798 (0.1710)  loss_bbox_dn_3: 0.1738 (0.1650)  loss_bbox_dn_4: 0.1710 (0.1636)  loss_bbox_dn_5: 0.1709 (0.1636)  loss_giou: 0.4743 (0.4751)  loss_giou_aux_0: 0.5054 (0.4980)  loss_giou_aux_1: 0.4874 (0.4836)  loss_giou_aux_2: 0.4823 (0.4792)  loss_giou_aux_3: 0.4799 (0.4763)  loss_giou_aux_4: 0.4767 (0.4748)  loss_giou_aux_5: 0.5828 (0.5630)  loss_giou_dn_0: 0.5826 (0.5761)  loss_giou_dn_1: 0.4797 (0.4701)  loss_giou_dn_2: 0.4465 (0.4398)  loss_giou_dn_3: 0.4366 (0.4315)  loss_giou_dn_4: 0.4335 (0.4295)  loss_giou_dn_5: 0.4335 (0.4297)  loss_vfl: 0.6571 (0.6678)  loss_vfl_aux_0: 0.7482 (0.7709)  loss_vfl_aux_1: 0.7153 (0.7261)  loss_vfl_aux_2: 0.6862 (0.6957)  loss_vfl_aux_3: 0.6591 (0.6795)  loss_vfl_aux_4: 0.6623 (0.6728)  loss_vfl_aux_5: 0.7157 (0.7518)  loss_vfl_dn_0: 0.4487 (0.4507)  loss_vfl_dn_1: 0.3857 (0.3855)  loss_vfl_dn_2: 0.3670 (0.3696)  loss_vfl_dn_3: 0.3586 (0.3621)  loss_vfl_dn_4: 0.3562 (0.3596)  loss_vfl_dn_5: 0.3573 (0.3588)  time: 0.4842  data: 0.0139  max mem: 5654
Epoch: [47]  [1200/7393]  eta: 0:51:37  lr: 0.000010  loss: 16.2146 (15.7219)  loss_bbox: 0.1529 (0.1510)  loss_bbox_aux_0: 0.1768 (0.1637)  loss_bbox_aux_1: 0.1601 (0.1558)  loss_bbox_aux_2: 0.1612 (0.1531)  loss_bbox_aux_3: 0.1595 (0.1515)  loss_bbox_aux_4: 0.1564 (0.1508)  loss_bbox_aux_5: 0.2144 (0.2012)  loss_bbox_dn_0: 0.2668 (0.2612)  loss_bbox_dn_1: 0.1940 (0.1919)  loss_bbox_dn_2: 0.1829 (0.1719)  loss_bbox_dn_3: 0.1792 (0.1659)  loss_bbox_dn_4: 0.1791 (0.1645)  loss_bbox_dn_5: 0.1791 (0.1645)  loss_giou: 0.4439 (0.4736)  loss_giou_aux_0: 0.4882 (0.4966)  loss_giou_aux_1: 0.4844 (0.4824)  loss_giou_aux_2: 0.4508 (0.4779)  loss_giou_aux_3: 0.4420 (0.4749)  loss_giou_aux_4: 0.4437 (0.4734)  loss_giou_aux_5: 0.5714 (0.5618)  loss_giou_dn_0: 0.5775 (0.5755)  loss_giou_dn_1: 0.4804 (0.4695)  loss_giou_dn_2: 0.4553 (0.4393)  loss_giou_dn_3: 0.4446 (0.4311)  loss_giou_dn_4: 0.4425 (0.4290)  loss_giou_dn_5: 0.4425 (0.4292)  loss_vfl: 0.6877 (0.6694)  loss_vfl_aux_0: 0.7636 (0.7724)  loss_vfl_aux_1: 0.7232 (0.7269)  loss_vfl_aux_2: 0.7043 (0.6970)  loss_vfl_aux_3: 0.6794 (0.6811)  loss_vfl_aux_4: 0.6726 (0.6742)  loss_vfl_aux_5: 0.7592 (0.7533)  loss_vfl_dn_0: 0.4479 (0.4508)  loss_vfl_dn_1: 0.3866 (0.3854)  loss_vfl_dn_2: 0.3755 (0.3696)  loss_vfl_dn_3: 0.3668 (0.3621)  loss_vfl_dn_4: 0.3700 (0.3596)  loss_vfl_dn_5: 0.3680 (0.3588)  time: 0.4788  data: 0.0141  max mem: 5654
Epoch: [47]  [1300/7393]  eta: 0:50:41  lr: 0.000010  loss: 14.9436 (15.7375)  loss_bbox: 0.1395 (0.1515)  loss_bbox_aux_0: 0.1555 (0.1643)  loss_bbox_aux_1: 0.1399 (0.1564)  loss_bbox_aux_2: 0.1399 (0.1536)  loss_bbox_aux_3: 0.1390 (0.1520)  loss_bbox_aux_4: 0.1395 (0.1513)  loss_bbox_aux_5: 0.1941 (0.2019)  loss_bbox_dn_0: 0.2428 (0.2627)  loss_bbox_dn_1: 0.1667 (0.1932)  loss_bbox_dn_2: 0.1544 (0.1731)  loss_bbox_dn_3: 0.1489 (0.1670)  loss_bbox_dn_4: 0.1498 (0.1657)  loss_bbox_dn_5: 0.1498 (0.1657)  loss_giou: 0.4057 (0.4732)  loss_giou_aux_0: 0.4465 (0.4963)  loss_giou_aux_1: 0.4238 (0.4822)  loss_giou_aux_2: 0.4013 (0.4776)  loss_giou_aux_3: 0.3943 (0.4745)  loss_giou_aux_4: 0.4053 (0.4731)  loss_giou_aux_5: 0.5226 (0.5616)  loss_giou_dn_0: 0.5316 (0.5756)  loss_giou_dn_1: 0.4212 (0.4696)  loss_giou_dn_2: 0.3970 (0.4393)  loss_giou_dn_3: 0.3877 (0.4311)  loss_giou_dn_4: 0.3832 (0.4290)  loss_giou_dn_5: 0.3832 (0.4292)  loss_vfl: 0.6459 (0.6701)  loss_vfl_aux_0: 0.7688 (0.7734)  loss_vfl_aux_1: 0.7037 (0.7274)  loss_vfl_aux_2: 0.6746 (0.6977)  loss_vfl_aux_3: 0.6616 (0.6822)  loss_vfl_aux_4: 0.6585 (0.6749)  loss_vfl_aux_5: 0.7614 (0.7541)  loss_vfl_dn_0: 0.4549 (0.4510)  loss_vfl_dn_1: 0.3905 (0.3856)  loss_vfl_dn_2: 0.3672 (0.3697)  loss_vfl_dn_3: 0.3612 (0.3622)  loss_vfl_dn_4: 0.3593 (0.3597)  loss_vfl_dn_5: 0.3593 (0.3589)  time: 0.4977  data: 0.0140  max mem: 5654
Epoch: [47]  [1400/7393]  eta: 0:49:42  lr: 0.000010  loss: 16.1403 (15.7322)  loss_bbox: 0.1434 (0.1512)  loss_bbox_aux_0: 0.1444 (0.1639)  loss_bbox_aux_1: 0.1458 (0.1560)  loss_bbox_aux_2: 0.1415 (0.1533)  loss_bbox_aux_3: 0.1393 (0.1516)  loss_bbox_aux_4: 0.1462 (0.1511)  loss_bbox_aux_5: 0.1810 (0.2013)  loss_bbox_dn_0: 0.2349 (0.2627)  loss_bbox_dn_1: 0.1773 (0.1932)  loss_bbox_dn_2: 0.1518 (0.1731)  loss_bbox_dn_3: 0.1467 (0.1671)  loss_bbox_dn_4: 0.1445 (0.1657)  loss_bbox_dn_5: 0.1445 (0.1657)  loss_giou: 0.4833 (0.4736)  loss_giou_aux_0: 0.4983 (0.4965)  loss_giou_aux_1: 0.5002 (0.4825)  loss_giou_aux_2: 0.4903 (0.4779)  loss_giou_aux_3: 0.4892 (0.4748)  loss_giou_aux_4: 0.4824 (0.4735)  loss_giou_aux_5: 0.5764 (0.5620)  loss_giou_dn_0: 0.6048 (0.5757)  loss_giou_dn_1: 0.4913 (0.4697)  loss_giou_dn_2: 0.4713 (0.4394)  loss_giou_dn_3: 0.4615 (0.4312)  loss_giou_dn_4: 0.4617 (0.4291)  loss_giou_dn_5: 0.4623 (0.4293)  loss_vfl: 0.6793 (0.6692)  loss_vfl_aux_0: 0.7701 (0.7727)  loss_vfl_aux_1: 0.7387 (0.7267)  loss_vfl_aux_2: 0.6974 (0.6969)  loss_vfl_aux_3: 0.6743 (0.6814)  loss_vfl_aux_4: 0.6753 (0.6740)  loss_vfl_aux_5: 0.7503 (0.7537)  loss_vfl_dn_0: 0.4443 (0.4509)  loss_vfl_dn_1: 0.3900 (0.3854)  loss_vfl_dn_2: 0.3746 (0.3696)  loss_vfl_dn_3: 0.3681 (0.3621)  loss_vfl_dn_4: 0.3651 (0.3595)  loss_vfl_dn_5: 0.3627 (0.3587)  time: 0.4702  data: 0.0139  max mem: 5654
Epoch: [47]  [1500/7393]  eta: 0:48:47  lr: 0.000010  loss: 16.3081 (15.7277)  loss_bbox: 0.1622 (0.1514)  loss_bbox_aux_0: 0.1689 (0.1642)  loss_bbox_aux_1: 0.1642 (0.1562)  loss_bbox_aux_2: 0.1647 (0.1535)  loss_bbox_aux_3: 0.1595 (0.1518)  loss_bbox_aux_4: 0.1627 (0.1514)  loss_bbox_aux_5: 0.2080 (0.2014)  loss_bbox_dn_0: 0.2707 (0.2634)  loss_bbox_dn_1: 0.2040 (0.1937)  loss_bbox_dn_2: 0.1837 (0.1734)  loss_bbox_dn_3: 0.1792 (0.1674)  loss_bbox_dn_4: 0.1774 (0.1660)  loss_bbox_dn_5: 0.1774 (0.1660)  loss_giou: 0.4205 (0.4729)  loss_giou_aux_0: 0.4683 (0.4959)  loss_giou_aux_1: 0.4443 (0.4818)  loss_giou_aux_2: 0.4228 (0.4772)  loss_giou_aux_3: 0.4178 (0.4741)  loss_giou_aux_4: 0.4147 (0.4728)  loss_giou_aux_5: 0.5379 (0.5613)  loss_giou_dn_0: 0.5591 (0.5755)  loss_giou_dn_1: 0.4654 (0.4692)  loss_giou_dn_2: 0.4338 (0.4388)  loss_giou_dn_3: 0.4280 (0.4306)  loss_giou_dn_4: 0.4269 (0.4285)  loss_giou_dn_5: 0.4270 (0.4287)  loss_vfl: 0.7201 (0.6690)  loss_vfl_aux_0: 0.8033 (0.7729)  loss_vfl_aux_1: 0.7766 (0.7269)  loss_vfl_aux_2: 0.7348 (0.6969)  loss_vfl_aux_3: 0.7307 (0.6814)  loss_vfl_aux_4: 0.7221 (0.6737)  loss_vfl_aux_5: 0.7770 (0.7541)  loss_vfl_dn_0: 0.4575 (0.4508)  loss_vfl_dn_1: 0.3886 (0.3852)  loss_vfl_dn_2: 0.3722 (0.3694)  loss_vfl_dn_3: 0.3678 (0.3620)  loss_vfl_dn_4: 0.3643 (0.3594)  loss_vfl_dn_5: 0.3640 (0.3586)  time: 0.4899  data: 0.0144  max mem: 5654
Epoch: [47]  [1600/7393]  eta: 0:47:52  lr: 0.000010  loss: 15.6573 (15.7334)  loss_bbox: 0.1660 (0.1518)  loss_bbox_aux_0: 0.1715 (0.1647)  loss_bbox_aux_1: 0.1653 (0.1566)  loss_bbox_aux_2: 0.1662 (0.1539)  loss_bbox_aux_3: 0.1621 (0.1521)  loss_bbox_aux_4: 0.1670 (0.1517)  loss_bbox_aux_5: 0.2124 (0.2017)  loss_bbox_dn_0: 0.3123 (0.2642)  loss_bbox_dn_1: 0.2180 (0.1944)  loss_bbox_dn_2: 0.1969 (0.1742)  loss_bbox_dn_3: 0.1943 (0.1681)  loss_bbox_dn_4: 0.1934 (0.1667)  loss_bbox_dn_5: 0.1934 (0.1667)  loss_giou: 0.4150 (0.4724)  loss_giou_aux_0: 0.4377 (0.4955)  loss_giou_aux_1: 0.4240 (0.4814)  loss_giou_aux_2: 0.4175 (0.4767)  loss_giou_aux_3: 0.4137 (0.4736)  loss_giou_aux_4: 0.4196 (0.4724)  loss_giou_aux_5: 0.4999 (0.5607)  loss_giou_dn_0: 0.5482 (0.5754)  loss_giou_dn_1: 0.4340 (0.4690)  loss_giou_dn_2: 0.4105 (0.4387)  loss_giou_dn_3: 0.4022 (0.4304)  loss_giou_dn_4: 0.4013 (0.4284)  loss_giou_dn_5: 0.4012 (0.4286)  loss_vfl: 0.6676 (0.6691)  loss_vfl_aux_0: 0.7746 (0.7733)  loss_vfl_aux_1: 0.7110 (0.7269)  loss_vfl_aux_2: 0.6941 (0.6971)  loss_vfl_aux_3: 0.6713 (0.6817)  loss_vfl_aux_4: 0.6479 (0.6738)  loss_vfl_aux_5: 0.7687 (0.7549)  loss_vfl_dn_0: 0.4543 (0.4510)  loss_vfl_dn_1: 0.3820 (0.3854)  loss_vfl_dn_2: 0.3687 (0.3696)  loss_vfl_dn_3: 0.3579 (0.3622)  loss_vfl_dn_4: 0.3555 (0.3596)  loss_vfl_dn_5: 0.3534 (0.3588)  time: 0.4713  data: 0.0142  max mem: 5654
Epoch: [47]  [1700/7393]  eta: 0:46:56  lr: 0.000010  loss: 15.7002 (15.7237)  loss_bbox: 0.1566 (0.1519)  loss_bbox_aux_0: 0.1606 (0.1647)  loss_bbox_aux_1: 0.1582 (0.1567)  loss_bbox_aux_2: 0.1540 (0.1541)  loss_bbox_aux_3: 0.1549 (0.1521)  loss_bbox_aux_4: 0.1540 (0.1518)  loss_bbox_aux_5: 0.1913 (0.2017)  loss_bbox_dn_0: 0.2489 (0.2642)  loss_bbox_dn_1: 0.1903 (0.1943)  loss_bbox_dn_2: 0.1671 (0.1741)  loss_bbox_dn_3: 0.1632 (0.1680)  loss_bbox_dn_4: 0.1620 (0.1666)  loss_bbox_dn_5: 0.1620 (0.1666)  loss_giou: 0.4559 (0.4721)  loss_giou_aux_0: 0.4831 (0.4951)  loss_giou_aux_1: 0.4771 (0.4809)  loss_giou_aux_2: 0.4601 (0.4764)  loss_giou_aux_3: 0.4597 (0.4732)  loss_giou_aux_4: 0.4545 (0.4721)  loss_giou_aux_5: 0.5604 (0.5601)  loss_giou_dn_0: 0.5933 (0.5751)  loss_giou_dn_1: 0.4835 (0.4686)  loss_giou_dn_2: 0.4417 (0.4383)  loss_giou_dn_3: 0.4291 (0.4300)  loss_giou_dn_4: 0.4262 (0.4279)  loss_giou_dn_5: 0.4263 (0.4281)  loss_vfl: 0.6739 (0.6686)  loss_vfl_aux_0: 0.7458 (0.7728)  loss_vfl_aux_1: 0.7166 (0.7265)  loss_vfl_aux_2: 0.6743 (0.6965)  loss_vfl_aux_3: 0.6618 (0.6812)  loss_vfl_aux_4: 0.6694 (0.6731)  loss_vfl_aux_5: 0.7287 (0.7548)  loss_vfl_dn_0: 0.4524 (0.4510)  loss_vfl_dn_1: 0.3872 (0.3853)  loss_vfl_dn_2: 0.3730 (0.3694)  loss_vfl_dn_3: 0.3633 (0.3620)  loss_vfl_dn_4: 0.3625 (0.3594)  loss_vfl_dn_5: 0.3628 (0.3586)  time: 0.4725  data: 0.0140  max mem: 5654
Epoch: [47]  [1800/7393]  eta: 0:46:02  lr: 0.000010  loss: 15.7422 (15.7265)  loss_bbox: 0.1517 (0.1516)  loss_bbox_aux_0: 0.1646 (0.1644)  loss_bbox_aux_1: 0.1580 (0.1565)  loss_bbox_aux_2: 0.1529 (0.1539)  loss_bbox_aux_3: 0.1509 (0.1518)  loss_bbox_aux_4: 0.1472 (0.1514)  loss_bbox_aux_5: 0.2084 (0.2014)  loss_bbox_dn_0: 0.2488 (0.2641)  loss_bbox_dn_1: 0.1707 (0.1941)  loss_bbox_dn_2: 0.1559 (0.1738)  loss_bbox_dn_3: 0.1544 (0.1678)  loss_bbox_dn_4: 0.1526 (0.1663)  loss_bbox_dn_5: 0.1526 (0.1664)  loss_giou: 0.4496 (0.4724)  loss_giou_aux_0: 0.4658 (0.4955)  loss_giou_aux_1: 0.4519 (0.4814)  loss_giou_aux_2: 0.4524 (0.4769)  loss_giou_aux_3: 0.4408 (0.4736)  loss_giou_aux_4: 0.4452 (0.4724)  loss_giou_aux_5: 0.5450 (0.5606)  loss_giou_dn_0: 0.5761 (0.5756)  loss_giou_dn_1: 0.4773 (0.4689)  loss_giou_dn_2: 0.4357 (0.4386)  loss_giou_dn_3: 0.4216 (0.4303)  loss_giou_dn_4: 0.4197 (0.4282)  loss_giou_dn_5: 0.4200 (0.4284)  loss_vfl: 0.6545 (0.6688)  loss_vfl_aux_0: 0.7583 (0.7730)  loss_vfl_aux_1: 0.7114 (0.7266)  loss_vfl_aux_2: 0.6790 (0.6963)  loss_vfl_aux_3: 0.6908 (0.6814)  loss_vfl_aux_4: 0.6586 (0.6735)  loss_vfl_aux_5: 0.7427 (0.7548)  loss_vfl_dn_0: 0.4511 (0.4509)  loss_vfl_dn_1: 0.3796 (0.3853)  loss_vfl_dn_2: 0.3653 (0.3695)  loss_vfl_dn_3: 0.3558 (0.3621)  loss_vfl_dn_4: 0.3538 (0.3594)  loss_vfl_dn_5: 0.3524 (0.3587)  time: 0.4621  data: 0.0139  max mem: 5654
Epoch: [47]  [1900/7393]  eta: 0:45:29  lr: 0.000010  loss: 15.5653 (15.7229)  loss_bbox: 0.1337 (0.1516)  loss_bbox_aux_0: 0.1439 (0.1642)  loss_bbox_aux_1: 0.1323 (0.1564)  loss_bbox_aux_2: 0.1372 (0.1539)  loss_bbox_aux_3: 0.1322 (0.1518)  loss_bbox_aux_4: 0.1389 (0.1514)  loss_bbox_aux_5: 0.1710 (0.2013)  loss_bbox_dn_0: 0.2266 (0.2642)  loss_bbox_dn_1: 0.1751 (0.1942)  loss_bbox_dn_2: 0.1545 (0.1739)  loss_bbox_dn_3: 0.1447 (0.1679)  loss_bbox_dn_4: 0.1450 (0.1664)  loss_bbox_dn_5: 0.1450 (0.1665)  loss_giou: 0.4698 (0.4715)  loss_giou_aux_0: 0.4906 (0.4945)  loss_giou_aux_1: 0.4844 (0.4805)  loss_giou_aux_2: 0.4661 (0.4760)  loss_giou_aux_3: 0.4714 (0.4727)  loss_giou_aux_4: 0.4699 (0.4715)  loss_giou_aux_5: 0.5569 (0.5597)  loss_giou_dn_0: 0.5792 (0.5753)  loss_giou_dn_1: 0.4748 (0.4686)  loss_giou_dn_2: 0.4451 (0.4383)  loss_giou_dn_3: 0.4355 (0.4300)  loss_giou_dn_4: 0.4324 (0.4279)  loss_giou_dn_5: 0.4323 (0.4281)  loss_vfl: 0.6523 (0.6693)  loss_vfl_aux_0: 0.7762 (0.7741)  loss_vfl_aux_1: 0.7228 (0.7271)  loss_vfl_aux_2: 0.7024 (0.6968)  loss_vfl_aux_3: 0.6719 (0.6818)  loss_vfl_aux_4: 0.6663 (0.6740)  loss_vfl_aux_5: 0.7474 (0.7553)  loss_vfl_dn_0: 0.4540 (0.4511)  loss_vfl_dn_1: 0.3894 (0.3854)  loss_vfl_dn_2: 0.3763 (0.3696)  loss_vfl_dn_3: 0.3693 (0.3621)  loss_vfl_dn_4: 0.3679 (0.3595)  loss_vfl_dn_5: 0.3648 (0.3587)  time: 0.4800  data: 0.0140  max mem: 5654
Epoch: [47]  [2000/7393]  eta: 0:44:34  lr: 0.000010  loss: 15.6384 (15.7152)  loss_bbox: 0.1546 (0.1516)  loss_bbox_aux_0: 0.1540 (0.1641)  loss_bbox_aux_1: 0.1588 (0.1564)  loss_bbox_aux_2: 0.1571 (0.1538)  loss_bbox_aux_3: 0.1563 (0.1519)  loss_bbox_aux_4: 0.1548 (0.1514)  loss_bbox_aux_5: 0.1926 (0.2013)  loss_bbox_dn_0: 0.2655 (0.2644)  loss_bbox_dn_1: 0.1952 (0.1943)  loss_bbox_dn_2: 0.1713 (0.1740)  loss_bbox_dn_3: 0.1666 (0.1680)  loss_bbox_dn_4: 0.1664 (0.1666)  loss_bbox_dn_5: 0.1664 (0.1666)  loss_giou: 0.4525 (0.4710)  loss_giou_aux_0: 0.4601 (0.4941)  loss_giou_aux_1: 0.4631 (0.4800)  loss_giou_aux_2: 0.4665 (0.4754)  loss_giou_aux_3: 0.4575 (0.4722)  loss_giou_aux_4: 0.4605 (0.4709)  loss_giou_aux_5: 0.5323 (0.5592)  loss_giou_dn_0: 0.5778 (0.5748)  loss_giou_dn_1: 0.4574 (0.4681)  loss_giou_dn_2: 0.4257 (0.4378)  loss_giou_dn_3: 0.4136 (0.4296)  loss_giou_dn_4: 0.4112 (0.4275)  loss_giou_dn_5: 0.4113 (0.4277)  loss_vfl: 0.6522 (0.6691)  loss_vfl_aux_0: 0.7642 (0.7740)  loss_vfl_aux_1: 0.7083 (0.7271)  loss_vfl_aux_2: 0.6796 (0.6966)  loss_vfl_aux_3: 0.6709 (0.6815)  loss_vfl_aux_4: 0.6631 (0.6738)  loss_vfl_aux_5: 0.7527 (0.7553)  loss_vfl_dn_0: 0.4490 (0.4509)  loss_vfl_dn_1: 0.3877 (0.3851)  loss_vfl_dn_2: 0.3774 (0.3693)  loss_vfl_dn_3: 0.3718 (0.3619)  loss_vfl_dn_4: 0.3682 (0.3593)  loss_vfl_dn_5: 0.3655 (0.3585)  time: 0.4804  data: 0.0143  max mem: 5654
Epoch: [47]  [2100/7393]  eta: 0:43:41  lr: 0.000010  loss: 15.9449 (15.7053)  loss_bbox: 0.1393 (0.1512)  loss_bbox_aux_0: 0.1585 (0.1638)  loss_bbox_aux_1: 0.1532 (0.1561)  loss_bbox_aux_2: 0.1493 (0.1536)  loss_bbox_aux_3: 0.1442 (0.1516)  loss_bbox_aux_4: 0.1401 (0.1510)  loss_bbox_aux_5: 0.1931 (0.2010)  loss_bbox_dn_0: 0.2675 (0.2643)  loss_bbox_dn_1: 0.1981 (0.1941)  loss_bbox_dn_2: 0.1746 (0.1738)  loss_bbox_dn_3: 0.1679 (0.1678)  loss_bbox_dn_4: 0.1664 (0.1664)  loss_bbox_dn_5: 0.1664 (0.1664)  loss_giou: 0.4569 (0.4702)  loss_giou_aux_0: 0.4817 (0.4935)  loss_giou_aux_1: 0.4807 (0.4795)  loss_giou_aux_2: 0.4599 (0.4748)  loss_giou_aux_3: 0.4563 (0.4714)  loss_giou_aux_4: 0.4564 (0.4702)  loss_giou_aux_5: 0.5431 (0.5585)  loss_giou_dn_0: 0.5935 (0.5745)  loss_giou_dn_1: 0.4769 (0.4678)  loss_giou_dn_2: 0.4427 (0.4374)  loss_giou_dn_3: 0.4334 (0.4292)  loss_giou_dn_4: 0.4313 (0.4271)  loss_giou_dn_5: 0.4317 (0.4273)  loss_vfl: 0.6890 (0.6694)  loss_vfl_aux_0: 0.7787 (0.7741)  loss_vfl_aux_1: 0.7114 (0.7269)  loss_vfl_aux_2: 0.7019 (0.6966)  loss_vfl_aux_3: 0.6867 (0.6817)  loss_vfl_aux_4: 0.6930 (0.6741)  loss_vfl_aux_5: 0.7723 (0.7553)  loss_vfl_dn_0: 0.4450 (0.4509)  loss_vfl_dn_1: 0.3818 (0.3851)  loss_vfl_dn_2: 0.3731 (0.3693)  loss_vfl_dn_3: 0.3622 (0.3619)  loss_vfl_dn_4: 0.3590 (0.3593)  loss_vfl_dn_5: 0.3562 (0.3585)  time: 0.4742  data: 0.0140  max mem: 5654
Epoch: [47]  [2200/7393]  eta: 0:42:48  lr: 0.000010  loss: 15.3154 (15.7081)  loss_bbox: 0.1434 (0.1513)  loss_bbox_aux_0: 0.1620 (0.1640)  loss_bbox_aux_1: 0.1510 (0.1563)  loss_bbox_aux_2: 0.1439 (0.1536)  loss_bbox_aux_3: 0.1457 (0.1515)  loss_bbox_aux_4: 0.1452 (0.1511)  loss_bbox_aux_5: 0.1893 (0.2012)  loss_bbox_dn_0: 0.2672 (0.2644)  loss_bbox_dn_1: 0.1869 (0.1943)  loss_bbox_dn_2: 0.1655 (0.1740)  loss_bbox_dn_3: 0.1625 (0.1680)  loss_bbox_dn_4: 0.1610 (0.1666)  loss_bbox_dn_5: 0.1610 (0.1666)  loss_giou: 0.4076 (0.4699)  loss_giou_aux_0: 0.4434 (0.4932)  loss_giou_aux_1: 0.4249 (0.4794)  loss_giou_aux_2: 0.4235 (0.4744)  loss_giou_aux_3: 0.4132 (0.4710)  loss_giou_aux_4: 0.4058 (0.4698)  loss_giou_aux_5: 0.5217 (0.5583)  loss_giou_dn_0: 0.5604 (0.5744)  loss_giou_dn_1: 0.4527 (0.4677)  loss_giou_dn_2: 0.4273 (0.4373)  loss_giou_dn_3: 0.4169 (0.4290)  loss_giou_dn_4: 0.4169 (0.4270)  loss_giou_dn_5: 0.4168 (0.4272)  loss_vfl: 0.7008 (0.6701)  loss_vfl_aux_0: 0.8082 (0.7743)  loss_vfl_aux_1: 0.7556 (0.7274)  loss_vfl_aux_2: 0.7204 (0.6974)  loss_vfl_aux_3: 0.7071 (0.6825)  loss_vfl_aux_4: 0.7031 (0.6746)  loss_vfl_aux_5: 0.7798 (0.7555)  loss_vfl_dn_0: 0.4469 (0.4508)  loss_vfl_dn_1: 0.3883 (0.3851)  loss_vfl_dn_2: 0.3704 (0.3693)  loss_vfl_dn_3: 0.3630 (0.3619)  loss_vfl_dn_4: 0.3611 (0.3593)  loss_vfl_dn_5: 0.3601 (0.3585)  time: 0.4764  data: 0.0145  max mem: 5654
Epoch: [47]  [2300/7393]  eta: 0:41:55  lr: 0.000010  loss: 16.0087 (15.7027)  loss_bbox: 0.1706 (0.1513)  loss_bbox_aux_0: 0.1774 (0.1640)  loss_bbox_aux_1: 0.1737 (0.1563)  loss_bbox_aux_2: 0.1787 (0.1536)  loss_bbox_aux_3: 0.1755 (0.1515)  loss_bbox_aux_4: 0.1731 (0.1511)  loss_bbox_aux_5: 0.2172 (0.2013)  loss_bbox_dn_0: 0.2735 (0.2647)  loss_bbox_dn_1: 0.2096 (0.1945)  loss_bbox_dn_2: 0.1862 (0.1741)  loss_bbox_dn_3: 0.1836 (0.1681)  loss_bbox_dn_4: 0.1800 (0.1667)  loss_bbox_dn_5: 0.1801 (0.1667)  loss_giou: 0.4264 (0.4689)  loss_giou_aux_0: 0.4492 (0.4924)  loss_giou_aux_1: 0.4286 (0.4785)  loss_giou_aux_2: 0.4219 (0.4736)  loss_giou_aux_3: 0.4283 (0.4701)  loss_giou_aux_4: 0.4265 (0.4689)  loss_giou_aux_5: 0.5171 (0.5575)  loss_giou_dn_0: 0.5570 (0.5740)  loss_giou_dn_1: 0.4450 (0.4672)  loss_giou_dn_2: 0.4137 (0.4368)  loss_giou_dn_3: 0.4061 (0.4285)  loss_giou_dn_4: 0.4021 (0.4265)  loss_giou_dn_5: 0.4024 (0.4267)  loss_vfl: 0.6747 (0.6706)  loss_vfl_aux_0: 0.7856 (0.7744)  loss_vfl_aux_1: 0.7408 (0.7278)  loss_vfl_aux_2: 0.6938 (0.6978)  loss_vfl_aux_3: 0.6839 (0.6828)  loss_vfl_aux_4: 0.6731 (0.6751)  loss_vfl_aux_5: 0.7944 (0.7559)  loss_vfl_dn_0: 0.4537 (0.4508)  loss_vfl_dn_1: 0.3829 (0.3850)  loss_vfl_dn_2: 0.3685 (0.3692)  loss_vfl_dn_3: 0.3626 (0.3618)  loss_vfl_dn_4: 0.3578 (0.3592)  loss_vfl_dn_5: 0.3559 (0.3584)  time: 0.4834  data: 0.0137  max mem: 5654
Epoch: [47]  [2400/7393]  eta: 0:41:04  lr: 0.000010  loss: 15.6711 (15.7068)  loss_bbox: 0.1407 (0.1515)  loss_bbox_aux_0: 0.1499 (0.1642)  loss_bbox_aux_1: 0.1418 (0.1565)  loss_bbox_aux_2: 0.1406 (0.1538)  loss_bbox_aux_3: 0.1395 (0.1518)  loss_bbox_aux_4: 0.1384 (0.1514)  loss_bbox_aux_5: 0.1886 (0.2015)  loss_bbox_dn_0: 0.2549 (0.2649)  loss_bbox_dn_1: 0.1808 (0.1947)  loss_bbox_dn_2: 0.1612 (0.1743)  loss_bbox_dn_3: 0.1535 (0.1683)  loss_bbox_dn_4: 0.1520 (0.1669)  loss_bbox_dn_5: 0.1520 (0.1669)  loss_giou: 0.4586 (0.4688)  loss_giou_aux_0: 0.4919 (0.4921)  loss_giou_aux_1: 0.4798 (0.4783)  loss_giou_aux_2: 0.4688 (0.4733)  loss_giou_aux_3: 0.4637 (0.4700)  loss_giou_aux_4: 0.4631 (0.4688)  loss_giou_aux_5: 0.5593 (0.5573)  loss_giou_dn_0: 0.5854 (0.5739)  loss_giou_dn_1: 0.4897 (0.4671)  loss_giou_dn_2: 0.4575 (0.4367)  loss_giou_dn_3: 0.4442 (0.4285)  loss_giou_dn_4: 0.4422 (0.4264)  loss_giou_dn_5: 0.4421 (0.4266)  loss_vfl: 0.6737 (0.6710)  loss_vfl_aux_0: 0.7647 (0.7750)  loss_vfl_aux_1: 0.7156 (0.7282)  loss_vfl_aux_2: 0.6909 (0.6983)  loss_vfl_aux_3: 0.6830 (0.6832)  loss_vfl_aux_4: 0.6691 (0.6753)  loss_vfl_aux_5: 0.7351 (0.7565)  loss_vfl_dn_0: 0.4463 (0.4509)  loss_vfl_dn_1: 0.3825 (0.3850)  loss_vfl_dn_2: 0.3661 (0.3692)  loss_vfl_dn_3: 0.3610 (0.3618)  loss_vfl_dn_4: 0.3587 (0.3592)  loss_vfl_dn_5: 0.3598 (0.3585)  time: 0.4916  data: 0.0142  max mem: 5654
Epoch: [47]  [2500/7393]  eta: 0:40:12  lr: 0.000010  loss: 15.4417 (15.7089)  loss_bbox: 0.1460 (0.1516)  loss_bbox_aux_0: 0.1533 (0.1644)  loss_bbox_aux_1: 0.1464 (0.1567)  loss_bbox_aux_2: 0.1472 (0.1540)  loss_bbox_aux_3: 0.1456 (0.1519)  loss_bbox_aux_4: 0.1514 (0.1515)  loss_bbox_aux_5: 0.1840 (0.2016)  loss_bbox_dn_0: 0.2392 (0.2648)  loss_bbox_dn_1: 0.1715 (0.1946)  loss_bbox_dn_2: 0.1616 (0.1742)  loss_bbox_dn_3: 0.1532 (0.1682)  loss_bbox_dn_4: 0.1497 (0.1668)  loss_bbox_dn_5: 0.1497 (0.1668)  loss_giou: 0.4693 (0.4691)  loss_giou_aux_0: 0.5004 (0.4924)  loss_giou_aux_1: 0.4836 (0.4786)  loss_giou_aux_2: 0.4745 (0.4736)  loss_giou_aux_3: 0.4715 (0.4703)  loss_giou_aux_4: 0.4626 (0.4690)  loss_giou_aux_5: 0.5588 (0.5577)  loss_giou_dn_0: 0.5837 (0.5740)  loss_giou_dn_1: 0.4847 (0.4672)  loss_giou_dn_2: 0.4567 (0.4368)  loss_giou_dn_3: 0.4440 (0.4285)  loss_giou_dn_4: 0.4397 (0.4264)  loss_giou_dn_5: 0.4399 (0.4266)  loss_vfl: 0.6673 (0.6709)  loss_vfl_aux_0: 0.7891 (0.7753)  loss_vfl_aux_1: 0.7135 (0.7280)  loss_vfl_aux_2: 0.6855 (0.6981)  loss_vfl_aux_3: 0.6763 (0.6832)  loss_vfl_aux_4: 0.6667 (0.6753)  loss_vfl_aux_5: 0.7318 (0.7564)  loss_vfl_dn_0: 0.4464 (0.4509)  loss_vfl_dn_1: 0.3817 (0.3850)  loss_vfl_dn_2: 0.3688 (0.3692)  loss_vfl_dn_3: 0.3617 (0.3618)  loss_vfl_dn_4: 0.3625 (0.3592)  loss_vfl_dn_5: 0.3604 (0.3585)  time: 0.4712  data: 0.0138  max mem: 5654
Epoch: [47]  [2600/7393]  eta: 0:39:20  lr: 0.000010  loss: 15.3126 (15.7107)  loss_bbox: 0.1426 (0.1516)  loss_bbox_aux_0: 0.1543 (0.1645)  loss_bbox_aux_1: 0.1460 (0.1567)  loss_bbox_aux_2: 0.1469 (0.1540)  loss_bbox_aux_3: 0.1451 (0.1519)  loss_bbox_aux_4: 0.1444 (0.1515)  loss_bbox_aux_5: 0.1865 (0.2016)  loss_bbox_dn_0: 0.2528 (0.2649)  loss_bbox_dn_1: 0.1869 (0.1947)  loss_bbox_dn_2: 0.1659 (0.1743)  loss_bbox_dn_3: 0.1624 (0.1683)  loss_bbox_dn_4: 0.1630 (0.1669)  loss_bbox_dn_5: 0.1630 (0.1669)  loss_giou: 0.4152 (0.4690)  loss_giou_aux_0: 0.4277 (0.4923)  loss_giou_aux_1: 0.4133 (0.4785)  loss_giou_aux_2: 0.4155 (0.4735)  loss_giou_aux_3: 0.4197 (0.4701)  loss_giou_aux_4: 0.4103 (0.4690)  loss_giou_aux_5: 0.5005 (0.5574)  loss_giou_dn_0: 0.5475 (0.5741)  loss_giou_dn_1: 0.4404 (0.4673)  loss_giou_dn_2: 0.4108 (0.4368)  loss_giou_dn_3: 0.4034 (0.4285)  loss_giou_dn_4: 0.4005 (0.4264)  loss_giou_dn_5: 0.4005 (0.4266)  loss_vfl: 0.6643 (0.6712)  loss_vfl_aux_0: 0.7640 (0.7751)  loss_vfl_aux_1: 0.7184 (0.7281)  loss_vfl_aux_2: 0.6907 (0.6982)  loss_vfl_aux_3: 0.6737 (0.6835)  loss_vfl_aux_4: 0.6703 (0.6756)  loss_vfl_aux_5: 0.7488 (0.7565)  loss_vfl_dn_0: 0.4477 (0.4509)  loss_vfl_dn_1: 0.3845 (0.3851)  loss_vfl_dn_2: 0.3661 (0.3693)  loss_vfl_dn_3: 0.3588 (0.3619)  loss_vfl_dn_4: 0.3568 (0.3592)  loss_vfl_dn_5: 0.3573 (0.3585)  time: 0.4755  data: 0.0140  max mem: 5654
Epoch: [47]  [2700/7393]  eta: 0:38:28  lr: 0.000010  loss: 16.3277 (15.7134)  loss_bbox: 0.1465 (0.1516)  loss_bbox_aux_0: 0.1572 (0.1645)  loss_bbox_aux_1: 0.1508 (0.1567)  loss_bbox_aux_2: 0.1441 (0.1539)  loss_bbox_aux_3: 0.1424 (0.1519)  loss_bbox_aux_4: 0.1431 (0.1514)  loss_bbox_aux_5: 0.1897 (0.2015)  loss_bbox_dn_0: 0.2447 (0.2646)  loss_bbox_dn_1: 0.1763 (0.1945)  loss_bbox_dn_2: 0.1601 (0.1740)  loss_bbox_dn_3: 0.1558 (0.1680)  loss_bbox_dn_4: 0.1544 (0.1666)  loss_bbox_dn_5: 0.1545 (0.1666)  loss_giou: 0.5019 (0.4697)  loss_giou_aux_0: 0.5445 (0.4931)  loss_giou_aux_1: 0.5295 (0.4792)  loss_giou_aux_2: 0.5112 (0.4743)  loss_giou_aux_3: 0.5043 (0.4709)  loss_giou_aux_4: 0.5054 (0.4697)  loss_giou_aux_5: 0.6116 (0.5581)  loss_giou_dn_0: 0.6069 (0.5745)  loss_giou_dn_1: 0.5096 (0.4677)  loss_giou_dn_2: 0.4718 (0.4371)  loss_giou_dn_3: 0.4598 (0.4288)  loss_giou_dn_4: 0.4560 (0.4268)  loss_giou_dn_5: 0.4565 (0.4270)  loss_vfl: 0.6437 (0.6709)  loss_vfl_aux_0: 0.7314 (0.7745)  loss_vfl_aux_1: 0.6994 (0.7277)  loss_vfl_aux_2: 0.6800 (0.6980)  loss_vfl_aux_3: 0.6665 (0.6833)  loss_vfl_aux_4: 0.6511 (0.6754)  loss_vfl_aux_5: 0.7128 (0.7560)  loss_vfl_dn_0: 0.4503 (0.4509)  loss_vfl_dn_1: 0.3944 (0.3852)  loss_vfl_dn_2: 0.3765 (0.3693)  loss_vfl_dn_3: 0.3683 (0.3619)  loss_vfl_dn_4: 0.3676 (0.3593)  loss_vfl_dn_5: 0.3665 (0.3585)  time: 0.4719  data: 0.0138  max mem: 5654
Epoch: [47]  [2800/7393]  eta: 0:37:36  lr: 0.000010  loss: 15.3482 (15.7102)  loss_bbox: 0.1477 (0.1516)  loss_bbox_aux_0: 0.1571 (0.1646)  loss_bbox_aux_1: 0.1514 (0.1568)  loss_bbox_aux_2: 0.1482 (0.1541)  loss_bbox_aux_3: 0.1499 (0.1519)  loss_bbox_aux_4: 0.1500 (0.1515)  loss_bbox_aux_5: 0.1829 (0.2017)  loss_bbox_dn_0: 0.2291 (0.2648)  loss_bbox_dn_1: 0.1787 (0.1947)  loss_bbox_dn_2: 0.1573 (0.1742)  loss_bbox_dn_3: 0.1521 (0.1682)  loss_bbox_dn_4: 0.1526 (0.1668)  loss_bbox_dn_5: 0.1526 (0.1668)  loss_giou: 0.4777 (0.4691)  loss_giou_aux_0: 0.5083 (0.4924)  loss_giou_aux_1: 0.5006 (0.4787)  loss_giou_aux_2: 0.4870 (0.4737)  loss_giou_aux_3: 0.4797 (0.4703)  loss_giou_aux_4: 0.4772 (0.4690)  loss_giou_aux_5: 0.5632 (0.5576)  loss_giou_dn_0: 0.5775 (0.5742)  loss_giou_dn_1: 0.4754 (0.4674)  loss_giou_dn_2: 0.4398 (0.4368)  loss_giou_dn_3: 0.4365 (0.4285)  loss_giou_dn_4: 0.4378 (0.4264)  loss_giou_dn_5: 0.4379 (0.4266)  loss_vfl: 0.6390 (0.6711)  loss_vfl_aux_0: 0.7312 (0.7748)  loss_vfl_aux_1: 0.6793 (0.7278)  loss_vfl_aux_2: 0.6506 (0.6980)  loss_vfl_aux_3: 0.6524 (0.6835)  loss_vfl_aux_4: 0.6439 (0.6756)  loss_vfl_aux_5: 0.7263 (0.7564)  loss_vfl_dn_0: 0.4440 (0.4510)  loss_vfl_dn_1: 0.3885 (0.3851)  loss_vfl_dn_2: 0.3708 (0.3693)  loss_vfl_dn_3: 0.3635 (0.3619)  loss_vfl_dn_4: 0.3605 (0.3593)  loss_vfl_dn_5: 0.3607 (0.3585)  time: 0.4750  data: 0.0145  max mem: 5654
Epoch: [47]  [2900/7393]  eta: 0:36:45  lr: 0.000010  loss: 16.0867 (15.7094)  loss_bbox: 0.1434 (0.1515)  loss_bbox_aux_0: 0.1598 (0.1644)  loss_bbox_aux_1: 0.1617 (0.1567)  loss_bbox_aux_2: 0.1505 (0.1539)  loss_bbox_aux_3: 0.1493 (0.1518)  loss_bbox_aux_4: 0.1434 (0.1514)  loss_bbox_aux_5: 0.1839 (0.2015)  loss_bbox_dn_0: 0.2408 (0.2645)  loss_bbox_dn_1: 0.1790 (0.1944)  loss_bbox_dn_2: 0.1545 (0.1740)  loss_bbox_dn_3: 0.1515 (0.1679)  loss_bbox_dn_4: 0.1522 (0.1666)  loss_bbox_dn_5: 0.1523 (0.1666)  loss_giou: 0.4586 (0.4695)  loss_giou_aux_0: 0.4833 (0.4929)  loss_giou_aux_1: 0.4738 (0.4792)  loss_giou_aux_2: 0.4567 (0.4742)  loss_giou_aux_3: 0.4554 (0.4707)  loss_giou_aux_4: 0.4584 (0.4695)  loss_giou_aux_5: 0.5372 (0.5579)  loss_giou_dn_0: 0.5831 (0.5744)  loss_giou_dn_1: 0.4791 (0.4676)  loss_giou_dn_2: 0.4405 (0.4370)  loss_giou_dn_3: 0.4330 (0.4287)  loss_giou_dn_4: 0.4316 (0.4267)  loss_giou_dn_5: 0.4317 (0.4269)  loss_vfl: 0.6763 (0.6707)  loss_vfl_aux_0: 0.7837 (0.7743)  loss_vfl_aux_1: 0.7105 (0.7272)  loss_vfl_aux_2: 0.6936 (0.6975)  loss_vfl_aux_3: 0.7012 (0.6830)  loss_vfl_aux_4: 0.6689 (0.6751)  loss_vfl_aux_5: 0.7693 (0.7561)  loss_vfl_dn_0: 0.4480 (0.4509)  loss_vfl_dn_1: 0.3929 (0.3852)  loss_vfl_dn_2: 0.3749 (0.3694)  loss_vfl_dn_3: 0.3661 (0.3619)  loss_vfl_dn_4: 0.3646 (0.3593)  loss_vfl_dn_5: 0.3636 (0.3585)  time: 0.4854  data: 0.0141  max mem: 5654
Epoch: [47]  [3000/7393]  eta: 0:35:55  lr: 0.000010  loss: 15.8897 (15.7093)  loss_bbox: 0.1348 (0.1514)  loss_bbox_aux_0: 0.1573 (0.1644)  loss_bbox_aux_1: 0.1483 (0.1567)  loss_bbox_aux_2: 0.1389 (0.1539)  loss_bbox_aux_3: 0.1355 (0.1517)  loss_bbox_aux_4: 0.1344 (0.1513)  loss_bbox_aux_5: 0.1978 (0.2016)  loss_bbox_dn_0: 0.2722 (0.2646)  loss_bbox_dn_1: 0.2056 (0.1945)  loss_bbox_dn_2: 0.1875 (0.1740)  loss_bbox_dn_3: 0.1789 (0.1680)  loss_bbox_dn_4: 0.1762 (0.1666)  loss_bbox_dn_5: 0.1762 (0.1666)  loss_giou: 0.4384 (0.4694)  loss_giou_aux_0: 0.4560 (0.4929)  loss_giou_aux_1: 0.4522 (0.4791)  loss_giou_aux_2: 0.4333 (0.4741)  loss_giou_aux_3: 0.4325 (0.4706)  loss_giou_aux_4: 0.4322 (0.4694)  loss_giou_aux_5: 0.5510 (0.5579)  loss_giou_dn_0: 0.5684 (0.5743)  loss_giou_dn_1: 0.4716 (0.4675)  loss_giou_dn_2: 0.4400 (0.4369)  loss_giou_dn_3: 0.4282 (0.4287)  loss_giou_dn_4: 0.4228 (0.4266)  loss_giou_dn_5: 0.4229 (0.4268)  loss_vfl: 0.6788 (0.6709)  loss_vfl_aux_0: 0.7854 (0.7743)  loss_vfl_aux_1: 0.7352 (0.7273)  loss_vfl_aux_2: 0.7176 (0.6975)  loss_vfl_aux_3: 0.7154 (0.6831)  loss_vfl_aux_4: 0.6989 (0.6752)  loss_vfl_aux_5: 0.7507 (0.7561)  loss_vfl_dn_0: 0.4514 (0.4509)  loss_vfl_dn_1: 0.3885 (0.3852)  loss_vfl_dn_2: 0.3703 (0.3694)  loss_vfl_dn_3: 0.3623 (0.3619)  loss_vfl_dn_4: 0.3593 (0.3593)  loss_vfl_dn_5: 0.3592 (0.3585)  time: 0.5097  data: 0.0142  max mem: 5654
Epoch: [47]  [3100/7393]  eta: 0:35:14  lr: 0.000010  loss: 16.0681 (15.7017)  loss_bbox: 0.1564 (0.1514)  loss_bbox_aux_0: 0.1582 (0.1645)  loss_bbox_aux_1: 0.1586 (0.1567)  loss_bbox_aux_2: 0.1533 (0.1539)  loss_bbox_aux_3: 0.1538 (0.1517)  loss_bbox_aux_4: 0.1584 (0.1513)  loss_bbox_aux_5: 0.1985 (0.2018)  loss_bbox_dn_0: 0.2734 (0.2649)  loss_bbox_dn_1: 0.2046 (0.1947)  loss_bbox_dn_2: 0.1851 (0.1742)  loss_bbox_dn_3: 0.1778 (0.1682)  loss_bbox_dn_4: 0.1743 (0.1668)  loss_bbox_dn_5: 0.1742 (0.1668)  loss_giou: 0.4338 (0.4687)  loss_giou_aux_0: 0.4426 (0.4923)  loss_giou_aux_1: 0.4457 (0.4784)  loss_giou_aux_2: 0.4507 (0.4735)  loss_giou_aux_3: 0.4466 (0.4699)  loss_giou_aux_4: 0.4306 (0.4688)  loss_giou_aux_5: 0.5167 (0.5574)  loss_giou_dn_0: 0.5663 (0.5738)  loss_giou_dn_1: 0.4500 (0.4669)  loss_giou_dn_2: 0.4239 (0.4364)  loss_giou_dn_3: 0.4171 (0.4281)  loss_giou_dn_4: 0.4150 (0.4260)  loss_giou_dn_5: 0.4150 (0.4262)  loss_vfl: 0.6745 (0.6708)  loss_vfl_aux_0: 0.7577 (0.7743)  loss_vfl_aux_1: 0.7221 (0.7271)  loss_vfl_aux_2: 0.7047 (0.6973)  loss_vfl_aux_3: 0.6843 (0.6830)  loss_vfl_aux_4: 0.6657 (0.6751)  loss_vfl_aux_5: 0.7776 (0.7563)  loss_vfl_dn_0: 0.4642 (0.4509)  loss_vfl_dn_1: 0.3876 (0.3851)  loss_vfl_dn_2: 0.3747 (0.3692)  loss_vfl_dn_3: 0.3680 (0.3618)  loss_vfl_dn_4: 0.3657 (0.3592)  loss_vfl_dn_5: 0.3659 (0.3584)  time: 0.4804  data: 0.0137  max mem: 5654
Epoch: [47]  [3200/7393]  eta: 0:34:24  lr: 0.000010  loss: 15.0834 (15.6971)  loss_bbox: 0.1334 (0.1511)  loss_bbox_aux_0: 0.1434 (0.1642)  loss_bbox_aux_1: 0.1348 (0.1564)  loss_bbox_aux_2: 0.1336 (0.1537)  loss_bbox_aux_3: 0.1352 (0.1515)  loss_bbox_aux_4: 0.1333 (0.1511)  loss_bbox_aux_5: 0.1836 (0.2015)  loss_bbox_dn_0: 0.2492 (0.2645)  loss_bbox_dn_1: 0.1785 (0.1944)  loss_bbox_dn_2: 0.1568 (0.1740)  loss_bbox_dn_3: 0.1476 (0.1679)  loss_bbox_dn_4: 0.1423 (0.1665)  loss_bbox_dn_5: 0.1423 (0.1666)  loss_giou: 0.4418 (0.4685)  loss_giou_aux_0: 0.4520 (0.4920)  loss_giou_aux_1: 0.4405 (0.4781)  loss_giou_aux_2: 0.4353 (0.4732)  loss_giou_aux_3: 0.4434 (0.4697)  loss_giou_aux_4: 0.4429 (0.4684)  loss_giou_aux_5: 0.5118 (0.5572)  loss_giou_dn_0: 0.5471 (0.5736)  loss_giou_dn_1: 0.4389 (0.4668)  loss_giou_dn_2: 0.4026 (0.4362)  loss_giou_dn_3: 0.3972 (0.4280)  loss_giou_dn_4: 0.3959 (0.4259)  loss_giou_dn_5: 0.3958 (0.4261)  loss_vfl: 0.6484 (0.6709)  loss_vfl_aux_0: 0.7480 (0.7744)  loss_vfl_aux_1: 0.6969 (0.7274)  loss_vfl_aux_2: 0.6629 (0.6975)  loss_vfl_aux_3: 0.6637 (0.6832)  loss_vfl_aux_4: 0.6469 (0.6753)  loss_vfl_aux_5: 0.7386 (0.7565)  loss_vfl_dn_0: 0.4425 (0.4509)  loss_vfl_dn_1: 0.3780 (0.3851)  loss_vfl_dn_2: 0.3639 (0.3692)  loss_vfl_dn_3: 0.3571 (0.3618)  loss_vfl_dn_4: 0.3520 (0.3592)  loss_vfl_dn_5: 0.3510 (0.3584)  time: 0.4793  data: 0.0138  max mem: 5654
Epoch: [47]  [3300/7393]  eta: 0:33:32  lr: 0.000010  loss: 15.9092 (15.7012)  loss_bbox: 0.1366 (0.1512)  loss_bbox_aux_0: 0.1421 (0.1643)  loss_bbox_aux_1: 0.1380 (0.1565)  loss_bbox_aux_2: 0.1377 (0.1537)  loss_bbox_aux_3: 0.1373 (0.1515)  loss_bbox_aux_4: 0.1388 (0.1511)  loss_bbox_aux_5: 0.1672 (0.2016)  loss_bbox_dn_0: 0.2332 (0.2645)  loss_bbox_dn_1: 0.1742 (0.1944)  loss_bbox_dn_2: 0.1585 (0.1740)  loss_bbox_dn_3: 0.1543 (0.1680)  loss_bbox_dn_4: 0.1522 (0.1666)  loss_bbox_dn_5: 0.1520 (0.1666)  loss_giou: 0.4913 (0.4685)  loss_giou_aux_0: 0.4989 (0.4922)  loss_giou_aux_1: 0.5010 (0.4782)  loss_giou_aux_2: 0.4982 (0.4732)  loss_giou_aux_3: 0.4924 (0.4697)  loss_giou_aux_4: 0.5000 (0.4685)  loss_giou_aux_5: 0.5698 (0.5572)  loss_giou_dn_0: 0.5940 (0.5738)  loss_giou_dn_1: 0.4887 (0.4670)  loss_giou_dn_2: 0.4630 (0.4364)  loss_giou_dn_3: 0.4571 (0.4282)  loss_giou_dn_4: 0.4538 (0.4261)  loss_giou_dn_5: 0.4539 (0.4263)  loss_vfl: 0.6757 (0.6712)  loss_vfl_aux_0: 0.7577 (0.7744)  loss_vfl_aux_1: 0.7182 (0.7276)  loss_vfl_aux_2: 0.6939 (0.6979)  loss_vfl_aux_3: 0.6896 (0.6835)  loss_vfl_aux_4: 0.6799 (0.6755)  loss_vfl_aux_5: 0.7408 (0.7565)  loss_vfl_dn_0: 0.4518 (0.4511)  loss_vfl_dn_1: 0.3937 (0.3852)  loss_vfl_dn_2: 0.3787 (0.3693)  loss_vfl_dn_3: 0.3746 (0.3619)  loss_vfl_dn_4: 0.3730 (0.3593)  loss_vfl_dn_5: 0.3740 (0.3585)  time: 0.4711  data: 0.0135  max mem: 5654
Epoch: [47]  [3400/7393]  eta: 0:32:42  lr: 0.000010  loss: 15.7101 (15.7082)  loss_bbox: 0.1401 (0.1511)  loss_bbox_aux_0: 0.1564 (0.1642)  loss_bbox_aux_1: 0.1434 (0.1564)  loss_bbox_aux_2: 0.1472 (0.1535)  loss_bbox_aux_3: 0.1443 (0.1514)  loss_bbox_aux_4: 0.1448 (0.1510)  loss_bbox_aux_5: 0.1807 (0.2014)  loss_bbox_dn_0: 0.2392 (0.2644)  loss_bbox_dn_1: 0.1683 (0.1943)  loss_bbox_dn_2: 0.1555 (0.1739)  loss_bbox_dn_3: 0.1533 (0.1679)  loss_bbox_dn_4: 0.1528 (0.1665)  loss_bbox_dn_5: 0.1528 (0.1665)  loss_giou: 0.4411 (0.4688)  loss_giou_aux_0: 0.4557 (0.4925)  loss_giou_aux_1: 0.4494 (0.4785)  loss_giou_aux_2: 0.4373 (0.4734)  loss_giou_aux_3: 0.4491 (0.4700)  loss_giou_aux_4: 0.4429 (0.4688)  loss_giou_aux_5: 0.5194 (0.5574)  loss_giou_dn_0: 0.5562 (0.5742)  loss_giou_dn_1: 0.4532 (0.4673)  loss_giou_dn_2: 0.4215 (0.4367)  loss_giou_dn_3: 0.4086 (0.4285)  loss_giou_dn_4: 0.4050 (0.4264)  loss_giou_dn_5: 0.4046 (0.4266)  loss_vfl: 0.6756 (0.6719)  loss_vfl_aux_0: 0.7470 (0.7747)  loss_vfl_aux_1: 0.7098 (0.7280)  loss_vfl_aux_2: 0.7151 (0.6986)  loss_vfl_aux_3: 0.6815 (0.6842)  loss_vfl_aux_4: 0.6817 (0.6761)  loss_vfl_aux_5: 0.7333 (0.7568)  loss_vfl_dn_0: 0.4507 (0.4511)  loss_vfl_dn_1: 0.3805 (0.3854)  loss_vfl_dn_2: 0.3597 (0.3695)  loss_vfl_dn_3: 0.3494 (0.3621)  loss_vfl_dn_4: 0.3445 (0.3595)  loss_vfl_dn_5: 0.3437 (0.3587)  time: 0.4793  data: 0.0136  max mem: 5654
Epoch: [47]  [3500/7393]  eta: 0:31:58  lr: 0.000010  loss: 15.9885 (15.7052)  loss_bbox: 0.1523 (0.1509)  loss_bbox_aux_0: 0.1665 (0.1642)  loss_bbox_aux_1: 0.1498 (0.1563)  loss_bbox_aux_2: 0.1515 (0.1534)  loss_bbox_aux_3: 0.1478 (0.1513)  loss_bbox_aux_4: 0.1434 (0.1509)  loss_bbox_aux_5: 0.1994 (0.2014)  loss_bbox_dn_0: 0.2612 (0.2644)  loss_bbox_dn_1: 0.1864 (0.1943)  loss_bbox_dn_2: 0.1642 (0.1739)  loss_bbox_dn_3: 0.1604 (0.1678)  loss_bbox_dn_4: 0.1593 (0.1665)  loss_bbox_dn_5: 0.1593 (0.1665)  loss_giou: 0.4702 (0.4683)  loss_giou_aux_0: 0.5067 (0.4921)  loss_giou_aux_1: 0.4783 (0.4780)  loss_giou_aux_2: 0.4618 (0.4729)  loss_giou_aux_3: 0.4693 (0.4695)  loss_giou_aux_4: 0.4641 (0.4683)  loss_giou_aux_5: 0.5774 (0.5569)  loss_giou_dn_0: 0.5933 (0.5740)  loss_giou_dn_1: 0.4817 (0.4671)  loss_giou_dn_2: 0.4575 (0.4365)  loss_giou_dn_3: 0.4460 (0.4282)  loss_giou_dn_4: 0.4436 (0.4262)  loss_giou_dn_5: 0.4440 (0.4264)  loss_vfl: 0.6652 (0.6722)  loss_vfl_aux_0: 0.7618 (0.7749)  loss_vfl_aux_1: 0.7300 (0.7286)  loss_vfl_aux_2: 0.6942 (0.6991)  loss_vfl_aux_3: 0.6901 (0.6845)  loss_vfl_aux_4: 0.6685 (0.6765)  loss_vfl_aux_5: 0.7440 (0.7571)  loss_vfl_dn_0: 0.4538 (0.4511)  loss_vfl_dn_1: 0.3875 (0.3853)  loss_vfl_dn_2: 0.3690 (0.3695)  loss_vfl_dn_3: 0.3614 (0.3621)  loss_vfl_dn_4: 0.3587 (0.3594)  loss_vfl_dn_5: 0.3570 (0.3587)  time: 0.4780  data: 0.0134  max mem: 5654
Epoch: [47]  [3600/7393]  eta: 0:31:08  lr: 0.000010  loss: 15.4573 (15.7040)  loss_bbox: 0.1408 (0.1510)  loss_bbox_aux_0: 0.1542 (0.1642)  loss_bbox_aux_1: 0.1528 (0.1564)  loss_bbox_aux_2: 0.1475 (0.1535)  loss_bbox_aux_3: 0.1475 (0.1513)  loss_bbox_aux_4: 0.1473 (0.1509)  loss_bbox_aux_5: 0.1998 (0.2014)  loss_bbox_dn_0: 0.2348 (0.2644)  loss_bbox_dn_1: 0.1650 (0.1943)  loss_bbox_dn_2: 0.1483 (0.1739)  loss_bbox_dn_3: 0.1459 (0.1679)  loss_bbox_dn_4: 0.1454 (0.1665)  loss_bbox_dn_5: 0.1454 (0.1665)  loss_giou: 0.4913 (0.4682)  loss_giou_aux_0: 0.5197 (0.4920)  loss_giou_aux_1: 0.5001 (0.4779)  loss_giou_aux_2: 0.4874 (0.4728)  loss_giou_aux_3: 0.4877 (0.4694)  loss_giou_aux_4: 0.4918 (0.4682)  loss_giou_aux_5: 0.5939 (0.5568)  loss_giou_dn_0: 0.5783 (0.5740)  loss_giou_dn_1: 0.4760 (0.4670)  loss_giou_dn_2: 0.4555 (0.4365)  loss_giou_dn_3: 0.4540 (0.4282)  loss_giou_dn_4: 0.4514 (0.4261)  loss_giou_dn_5: 0.4509 (0.4263)  loss_vfl: 0.6455 (0.6721)  loss_vfl_aux_0: 0.7408 (0.7748)  loss_vfl_aux_1: 0.7192 (0.7284)  loss_vfl_aux_2: 0.6813 (0.6988)  loss_vfl_aux_3: 0.6603 (0.6844)  loss_vfl_aux_4: 0.6487 (0.6764)  loss_vfl_aux_5: 0.7242 (0.7570)  loss_vfl_dn_0: 0.4513 (0.4511)  loss_vfl_dn_1: 0.3903 (0.3854)  loss_vfl_dn_2: 0.3724 (0.3695)  loss_vfl_dn_3: 0.3677 (0.3621)  loss_vfl_dn_4: 0.3629 (0.3595)  loss_vfl_dn_5: 0.3606 (0.3587)  time: 0.4834  data: 0.0140  max mem: 5654
Epoch: [47]  [3700/7393]  eta: 0:30:17  lr: 0.000010  loss: 15.7488 (15.7077)  loss_bbox: 0.1445 (0.1510)  loss_bbox_aux_0: 0.1684 (0.1642)  loss_bbox_aux_1: 0.1537 (0.1564)  loss_bbox_aux_2: 0.1487 (0.1535)  loss_bbox_aux_3: 0.1449 (0.1513)  loss_bbox_aux_4: 0.1451 (0.1509)  loss_bbox_aux_5: 0.2058 (0.2013)  loss_bbox_dn_0: 0.2695 (0.2643)  loss_bbox_dn_1: 0.1974 (0.1942)  loss_bbox_dn_2: 0.1773 (0.1738)  loss_bbox_dn_3: 0.1736 (0.1678)  loss_bbox_dn_4: 0.1691 (0.1664)  loss_bbox_dn_5: 0.1686 (0.1664)  loss_giou: 0.4850 (0.4688)  loss_giou_aux_0: 0.5035 (0.4927)  loss_giou_aux_1: 0.5108 (0.4786)  loss_giou_aux_2: 0.5005 (0.4735)  loss_giou_aux_3: 0.4769 (0.4701)  loss_giou_aux_4: 0.4867 (0.4689)  loss_giou_aux_5: 0.5698 (0.5574)  loss_giou_dn_0: 0.5870 (0.5744)  loss_giou_dn_1: 0.4756 (0.4675)  loss_giou_dn_2: 0.4461 (0.4369)  loss_giou_dn_3: 0.4368 (0.4286)  loss_giou_dn_4: 0.4366 (0.4265)  loss_giou_dn_5: 0.4365 (0.4267)  loss_vfl: 0.6737 (0.6718)  loss_vfl_aux_0: 0.7521 (0.7743)  loss_vfl_aux_1: 0.7053 (0.7279)  loss_vfl_aux_2: 0.6903 (0.6985)  loss_vfl_aux_3: 0.6703 (0.6840)  loss_vfl_aux_4: 0.6705 (0.6760)  loss_vfl_aux_5: 0.7440 (0.7566)  loss_vfl_dn_0: 0.4500 (0.4511)  loss_vfl_dn_1: 0.3877 (0.3854)  loss_vfl_dn_2: 0.3643 (0.3695)  loss_vfl_dn_3: 0.3579 (0.3621)  loss_vfl_dn_4: 0.3564 (0.3595)  loss_vfl_dn_5: 0.3561 (0.3587)  time: 0.4989  data: 0.0138  max mem: 5654
Epoch: [47]  [3800/7393]  eta: 0:29:32  lr: 0.000010  loss: 15.9123 (15.7073)  loss_bbox: 0.1466 (0.1509)  loss_bbox_aux_0: 0.1457 (0.1642)  loss_bbox_aux_1: 0.1449 (0.1564)  loss_bbox_aux_2: 0.1480 (0.1535)  loss_bbox_aux_3: 0.1437 (0.1513)  loss_bbox_aux_4: 0.1476 (0.1509)  loss_bbox_aux_5: 0.1804 (0.2013)  loss_bbox_dn_0: 0.2303 (0.2642)  loss_bbox_dn_1: 0.1675 (0.1941)  loss_bbox_dn_2: 0.1529 (0.1737)  loss_bbox_dn_3: 0.1441 (0.1676)  loss_bbox_dn_4: 0.1439 (0.1663)  loss_bbox_dn_5: 0.1440 (0.1663)  loss_giou: 0.4261 (0.4692)  loss_giou_aux_0: 0.4628 (0.4930)  loss_giou_aux_1: 0.4346 (0.4789)  loss_giou_aux_2: 0.4362 (0.4738)  loss_giou_aux_3: 0.4349 (0.4704)  loss_giou_aux_4: 0.4295 (0.4692)  loss_giou_aux_5: 0.5215 (0.5578)  loss_giou_dn_0: 0.5775 (0.5746)  loss_giou_dn_1: 0.4748 (0.4676)  loss_giou_dn_2: 0.4470 (0.4370)  loss_giou_dn_3: 0.4345 (0.4287)  loss_giou_dn_4: 0.4298 (0.4267)  loss_giou_dn_5: 0.4299 (0.4269)  loss_vfl: 0.6542 (0.6714)  loss_vfl_aux_0: 0.7594 (0.7739)  loss_vfl_aux_1: 0.7256 (0.7275)  loss_vfl_aux_2: 0.6874 (0.6982)  loss_vfl_aux_3: 0.6655 (0.6837)  loss_vfl_aux_4: 0.6631 (0.6756)  loss_vfl_aux_5: 0.7487 (0.7561)  loss_vfl_dn_0: 0.4462 (0.4511)  loss_vfl_dn_1: 0.3878 (0.3854)  loss_vfl_dn_2: 0.3737 (0.3695)  loss_vfl_dn_3: 0.3665 (0.3621)  loss_vfl_dn_4: 0.3627 (0.3595)  loss_vfl_dn_5: 0.3627 (0.3587)  time: 0.7801  data: 0.0135  max mem: 5654
Epoch: [47]  [3900/7393]  eta: 0:28:42  lr: 0.000010  loss: 15.4786 (15.7064)  loss_bbox: 0.1623 (0.1511)  loss_bbox_aux_0: 0.1679 (0.1644)  loss_bbox_aux_1: 0.1629 (0.1565)  loss_bbox_aux_2: 0.1599 (0.1536)  loss_bbox_aux_3: 0.1645 (0.1515)  loss_bbox_aux_4: 0.1618 (0.1511)  loss_bbox_aux_5: 0.2110 (0.2015)  loss_bbox_dn_0: 0.2459 (0.2645)  loss_bbox_dn_1: 0.1758 (0.1943)  loss_bbox_dn_2: 0.1649 (0.1739)  loss_bbox_dn_3: 0.1619 (0.1679)  loss_bbox_dn_4: 0.1599 (0.1665)  loss_bbox_dn_5: 0.1600 (0.1665)  loss_giou: 0.5032 (0.4689)  loss_giou_aux_0: 0.5146 (0.4927)  loss_giou_aux_1: 0.5092 (0.4786)  loss_giou_aux_2: 0.5124 (0.4735)  loss_giou_aux_3: 0.5065 (0.4702)  loss_giou_aux_4: 0.4921 (0.4690)  loss_giou_aux_5: 0.5918 (0.5575)  loss_giou_dn_0: 0.5806 (0.5744)  loss_giou_dn_1: 0.4791 (0.4674)  loss_giou_dn_2: 0.4508 (0.4368)  loss_giou_dn_3: 0.4434 (0.4285)  loss_giou_dn_4: 0.4417 (0.4264)  loss_giou_dn_5: 0.4415 (0.4266)  loss_vfl: 0.6475 (0.6712)  loss_vfl_aux_0: 0.7570 (0.7740)  loss_vfl_aux_1: 0.7212 (0.7276)  loss_vfl_aux_2: 0.6660 (0.6982)  loss_vfl_aux_3: 0.6536 (0.6835)  loss_vfl_aux_4: 0.6486 (0.6754)  loss_vfl_aux_5: 0.7283 (0.7564)  loss_vfl_dn_0: 0.4507 (0.4511)  loss_vfl_dn_1: 0.3837 (0.3854)  loss_vfl_dn_2: 0.3650 (0.3695)  loss_vfl_dn_3: 0.3597 (0.3621)  loss_vfl_dn_4: 0.3577 (0.3595)  loss_vfl_dn_5: 0.3552 (0.3587)  time: 0.4767  data: 0.0139  max mem: 5654
Epoch: [47]  [4000/7393]  eta: 0:27:51  lr: 0.000010  loss: 15.4401 (15.7034)  loss_bbox: 0.1480 (0.1511)  loss_bbox_aux_0: 0.1577 (0.1643)  loss_bbox_aux_1: 0.1451 (0.1565)  loss_bbox_aux_2: 0.1399 (0.1536)  loss_bbox_aux_3: 0.1420 (0.1515)  loss_bbox_aux_4: 0.1421 (0.1511)  loss_bbox_aux_5: 0.1900 (0.2015)  loss_bbox_dn_0: 0.2487 (0.2645)  loss_bbox_dn_1: 0.1691 (0.1943)  loss_bbox_dn_2: 0.1472 (0.1738)  loss_bbox_dn_3: 0.1436 (0.1678)  loss_bbox_dn_4: 0.1428 (0.1664)  loss_bbox_dn_5: 0.1428 (0.1664)  loss_giou: 0.4062 (0.4690)  loss_giou_aux_0: 0.4331 (0.4927)  loss_giou_aux_1: 0.4126 (0.4786)  loss_giou_aux_2: 0.4075 (0.4735)  loss_giou_aux_3: 0.4075 (0.4702)  loss_giou_aux_4: 0.4087 (0.4690)  loss_giou_aux_5: 0.5099 (0.5576)  loss_giou_dn_0: 0.5423 (0.5743)  loss_giou_dn_1: 0.4337 (0.4673)  loss_giou_dn_2: 0.4133 (0.4367)  loss_giou_dn_3: 0.4065 (0.4284)  loss_giou_dn_4: 0.4058 (0.4263)  loss_giou_dn_5: 0.4061 (0.4265)  loss_vfl: 0.6725 (0.6709)  loss_vfl_aux_0: 0.7669 (0.7738)  loss_vfl_aux_1: 0.7214 (0.7274)  loss_vfl_aux_2: 0.6974 (0.6980)  loss_vfl_aux_3: 0.6820 (0.6832)  loss_vfl_aux_4: 0.6708 (0.6750)  loss_vfl_aux_5: 0.7711 (0.7561)  loss_vfl_dn_0: 0.4495 (0.4510)  loss_vfl_dn_1: 0.3830 (0.3854)  loss_vfl_dn_2: 0.3696 (0.3695)  loss_vfl_dn_3: 0.3626 (0.3621)  loss_vfl_dn_4: 0.3594 (0.3594)  loss_vfl_dn_5: 0.3607 (0.3587)  time: 0.4741  data: 0.0141  max mem: 5654
Epoch: [47]  [4100/7393]  eta: 0:27:01  lr: 0.000010  loss: 15.3294 (15.7031)  loss_bbox: 0.1554 (0.1513)  loss_bbox_aux_0: 0.1669 (0.1645)  loss_bbox_aux_1: 0.1525 (0.1566)  loss_bbox_aux_2: 0.1552 (0.1537)  loss_bbox_aux_3: 0.1591 (0.1516)  loss_bbox_aux_4: 0.1516 (0.1513)  loss_bbox_aux_5: 0.2055 (0.2016)  loss_bbox_dn_0: 0.2616 (0.2646)  loss_bbox_dn_1: 0.1921 (0.1943)  loss_bbox_dn_2: 0.1712 (0.1738)  loss_bbox_dn_3: 0.1694 (0.1678)  loss_bbox_dn_4: 0.1707 (0.1664)  loss_bbox_dn_5: 0.1707 (0.1664)  loss_giou: 0.4373 (0.4689)  loss_giou_aux_0: 0.4697 (0.4926)  loss_giou_aux_1: 0.4485 (0.4785)  loss_giou_aux_2: 0.4361 (0.4734)  loss_giou_aux_3: 0.4463 (0.4701)  loss_giou_aux_4: 0.4322 (0.4689)  loss_giou_aux_5: 0.5316 (0.5576)  loss_giou_dn_0: 0.5645 (0.5743)  loss_giou_dn_1: 0.4592 (0.4672)  loss_giou_dn_2: 0.4281 (0.4366)  loss_giou_dn_3: 0.4213 (0.4283)  loss_giou_dn_4: 0.4200 (0.4262)  loss_giou_dn_5: 0.4200 (0.4264)  loss_vfl: 0.6550 (0.6709)  loss_vfl_aux_0: 0.7614 (0.7739)  loss_vfl_aux_1: 0.7155 (0.7275)  loss_vfl_aux_2: 0.7043 (0.6980)  loss_vfl_aux_3: 0.6718 (0.6831)  loss_vfl_aux_4: 0.6754 (0.6750)  loss_vfl_aux_5: 0.7390 (0.7560)  loss_vfl_dn_0: 0.4504 (0.4511)  loss_vfl_dn_1: 0.3835 (0.3853)  loss_vfl_dn_2: 0.3663 (0.3694)  loss_vfl_dn_3: 0.3619 (0.3620)  loss_vfl_dn_4: 0.3607 (0.3594)  loss_vfl_dn_5: 0.3589 (0.3586)  time: 0.4861  data: 0.0141  max mem: 5654
Epoch: [47]  [4200/7393]  eta: 0:26:10  lr: 0.000010  loss: 16.4232 (15.7053)  loss_bbox: 0.1460 (0.1513)  loss_bbox_aux_0: 0.1561 (0.1645)  loss_bbox_aux_1: 0.1508 (0.1566)  loss_bbox_aux_2: 0.1389 (0.1538)  loss_bbox_aux_3: 0.1497 (0.1517)  loss_bbox_aux_4: 0.1487 (0.1513)  loss_bbox_aux_5: 0.1915 (0.2016)  loss_bbox_dn_0: 0.2463 (0.2646)  loss_bbox_dn_1: 0.1850 (0.1943)  loss_bbox_dn_2: 0.1701 (0.1739)  loss_bbox_dn_3: 0.1639 (0.1679)  loss_bbox_dn_4: 0.1624 (0.1665)  loss_bbox_dn_5: 0.1624 (0.1665)  loss_giou: 0.4680 (0.4691)  loss_giou_aux_0: 0.4942 (0.4928)  loss_giou_aux_1: 0.4690 (0.4787)  loss_giou_aux_2: 0.4699 (0.4736)  loss_giou_aux_3: 0.4708 (0.4703)  loss_giou_aux_4: 0.4640 (0.4691)  loss_giou_aux_5: 0.5666 (0.5578)  loss_giou_dn_0: 0.5996 (0.5745)  loss_giou_dn_1: 0.4876 (0.4673)  loss_giou_dn_2: 0.4599 (0.4367)  loss_giou_dn_3: 0.4467 (0.4284)  loss_giou_dn_4: 0.4458 (0.4264)  loss_giou_dn_5: 0.4458 (0.4265)  loss_vfl: 0.6614 (0.6708)  loss_vfl_aux_0: 0.7587 (0.7736)  loss_vfl_aux_1: 0.7327 (0.7274)  loss_vfl_aux_2: 0.6871 (0.6979)  loss_vfl_aux_3: 0.6811 (0.6830)  loss_vfl_aux_4: 0.6636 (0.6749)  loss_vfl_aux_5: 0.7775 (0.7558)  loss_vfl_dn_0: 0.4535 (0.4510)  loss_vfl_dn_1: 0.3891 (0.3853)  loss_vfl_dn_2: 0.3757 (0.3695)  loss_vfl_dn_3: 0.3696 (0.3621)  loss_vfl_dn_4: 0.3674 (0.3594)  loss_vfl_dn_5: 0.3647 (0.3587)  time: 0.4891  data: 0.0143  max mem: 5654
Epoch: [47]  [4300/7393]  eta: 0:25:20  lr: 0.000010  loss: 15.2470 (15.7020)  loss_bbox: 0.1389 (0.1514)  loss_bbox_aux_0: 0.1560 (0.1646)  loss_bbox_aux_1: 0.1427 (0.1566)  loss_bbox_aux_2: 0.1403 (0.1538)  loss_bbox_aux_3: 0.1381 (0.1517)  loss_bbox_aux_4: 0.1401 (0.1513)  loss_bbox_aux_5: 0.1902 (0.2017)  loss_bbox_dn_0: 0.2320 (0.2645)  loss_bbox_dn_1: 0.1768 (0.1943)  loss_bbox_dn_2: 0.1566 (0.1739)  loss_bbox_dn_3: 0.1526 (0.1678)  loss_bbox_dn_4: 0.1506 (0.1665)  loss_bbox_dn_5: 0.1507 (0.1665)  loss_giou: 0.4566 (0.4688)  loss_giou_aux_0: 0.4764 (0.4926)  loss_giou_aux_1: 0.4783 (0.4785)  loss_giou_aux_2: 0.4591 (0.4733)  loss_giou_aux_3: 0.4684 (0.4701)  loss_giou_aux_4: 0.4595 (0.4689)  loss_giou_aux_5: 0.5302 (0.5575)  loss_giou_dn_0: 0.5621 (0.5744)  loss_giou_dn_1: 0.4586 (0.4671)  loss_giou_dn_2: 0.4314 (0.4365)  loss_giou_dn_3: 0.4295 (0.4282)  loss_giou_dn_4: 0.4289 (0.4262)  loss_giou_dn_5: 0.4290 (0.4263)  loss_vfl: 0.6786 (0.6707)  loss_vfl_aux_0: 0.7527 (0.7734)  loss_vfl_aux_1: 0.7194 (0.7273)  loss_vfl_aux_2: 0.7040 (0.6979)  loss_vfl_aux_3: 0.6817 (0.6830)  loss_vfl_aux_4: 0.6839 (0.6749)  loss_vfl_aux_5: 0.7466 (0.7559)  loss_vfl_dn_0: 0.4455 (0.4510)  loss_vfl_dn_1: 0.3830 (0.3853)  loss_vfl_dn_2: 0.3621 (0.3694)  loss_vfl_dn_3: 0.3555 (0.3620)  loss_vfl_dn_4: 0.3498 (0.3594)  loss_vfl_dn_5: 0.3487 (0.3586)  time: 0.4701  data: 0.0143  max mem: 5654
Epoch: [47]  [4400/7393]  eta: 0:24:30  lr: 0.000010  loss: 15.5468 (15.7051)  loss_bbox: 0.1632 (0.1514)  loss_bbox_aux_0: 0.1722 (0.1646)  loss_bbox_aux_1: 0.1670 (0.1566)  loss_bbox_aux_2: 0.1537 (0.1538)  loss_bbox_aux_3: 0.1659 (0.1518)  loss_bbox_aux_4: 0.1620 (0.1514)  loss_bbox_aux_5: 0.2063 (0.2016)  loss_bbox_dn_0: 0.2764 (0.2645)  loss_bbox_dn_1: 0.1907 (0.1942)  loss_bbox_dn_2: 0.1664 (0.1738)  loss_bbox_dn_3: 0.1605 (0.1678)  loss_bbox_dn_4: 0.1598 (0.1664)  loss_bbox_dn_5: 0.1598 (0.1665)  loss_giou: 0.4722 (0.4691)  loss_giou_aux_0: 0.4979 (0.4929)  loss_giou_aux_1: 0.4839 (0.4788)  loss_giou_aux_2: 0.4800 (0.4736)  loss_giou_aux_3: 0.4722 (0.4704)  loss_giou_aux_4: 0.4656 (0.4692)  loss_giou_aux_5: 0.5683 (0.5577)  loss_giou_dn_0: 0.5729 (0.5747)  loss_giou_dn_1: 0.4575 (0.4675)  loss_giou_dn_2: 0.4215 (0.4368)  loss_giou_dn_3: 0.4106 (0.4285)  loss_giou_dn_4: 0.4097 (0.4264)  loss_giou_dn_5: 0.4101 (0.4266)  loss_vfl: 0.6464 (0.6707)  loss_vfl_aux_0: 0.7356 (0.7732)  loss_vfl_aux_1: 0.7043 (0.7273)  loss_vfl_aux_2: 0.6788 (0.6978)  loss_vfl_aux_3: 0.6530 (0.6829)  loss_vfl_aux_4: 0.6569 (0.6747)  loss_vfl_aux_5: 0.7188 (0.7558)  loss_vfl_dn_0: 0.4452 (0.4510)  loss_vfl_dn_1: 0.3779 (0.3854)  loss_vfl_dn_2: 0.3597 (0.3695)  loss_vfl_dn_3: 0.3522 (0.3621)  loss_vfl_dn_4: 0.3508 (0.3595)  loss_vfl_dn_5: 0.3492 (0.3587)  time: 0.4757  data: 0.0138  max mem: 5654
Epoch: [47]  [4500/7393]  eta: 0:23:40  lr: 0.000010  loss: 15.5745 (15.7072)  loss_bbox: 0.1349 (0.1515)  loss_bbox_aux_0: 0.1500 (0.1646)  loss_bbox_aux_1: 0.1367 (0.1567)  loss_bbox_aux_2: 0.1436 (0.1538)  loss_bbox_aux_3: 0.1341 (0.1518)  loss_bbox_aux_4: 0.1356 (0.1515)  loss_bbox_aux_5: 0.1773 (0.2017)  loss_bbox_dn_0: 0.2469 (0.2647)  loss_bbox_dn_1: 0.1773 (0.1945)  loss_bbox_dn_2: 0.1607 (0.1740)  loss_bbox_dn_3: 0.1556 (0.1680)  loss_bbox_dn_4: 0.1550 (0.1667)  loss_bbox_dn_5: 0.1550 (0.1667)  loss_giou: 0.4656 (0.4688)  loss_giou_aux_0: 0.4812 (0.4925)  loss_giou_aux_1: 0.4769 (0.4784)  loss_giou_aux_2: 0.4704 (0.4733)  loss_giou_aux_3: 0.4759 (0.4700)  loss_giou_aux_4: 0.4678 (0.4688)  loss_giou_aux_5: 0.5581 (0.5574)  loss_giou_dn_0: 0.5776 (0.5746)  loss_giou_dn_1: 0.4728 (0.4673)  loss_giou_dn_2: 0.4402 (0.4366)  loss_giou_dn_3: 0.4317 (0.4283)  loss_giou_dn_4: 0.4308 (0.4263)  loss_giou_dn_5: 0.4308 (0.4265)  loss_vfl: 0.6823 (0.6711)  loss_vfl_aux_0: 0.7879 (0.7739)  loss_vfl_aux_1: 0.7346 (0.7278)  loss_vfl_aux_2: 0.7037 (0.6983)  loss_vfl_aux_3: 0.6794 (0.6833)  loss_vfl_aux_4: 0.6751 (0.6751)  loss_vfl_aux_5: 0.7592 (0.7563)  loss_vfl_dn_0: 0.4581 (0.4511)  loss_vfl_dn_1: 0.3849 (0.3854)  loss_vfl_dn_2: 0.3674 (0.3695)  loss_vfl_dn_3: 0.3575 (0.3621)  loss_vfl_dn_4: 0.3578 (0.3595)  loss_vfl_dn_5: 0.3576 (0.3587)  time: 0.4787  data: 0.0142  max mem: 5654
Epoch: [47]  [4600/7393]  eta: 0:22:50  lr: 0.000010  loss: 15.7129 (15.7090)  loss_bbox: 0.1627 (0.1515)  loss_bbox_aux_0: 0.1723 (0.1647)  loss_bbox_aux_1: 0.1615 (0.1567)  loss_bbox_aux_2: 0.1625 (0.1538)  loss_bbox_aux_3: 0.1638 (0.1518)  loss_bbox_aux_4: 0.1644 (0.1515)  loss_bbox_aux_5: 0.2139 (0.2017)  loss_bbox_dn_0: 0.2999 (0.2646)  loss_bbox_dn_1: 0.2125 (0.1944)  loss_bbox_dn_2: 0.1907 (0.1739)  loss_bbox_dn_3: 0.1852 (0.1680)  loss_bbox_dn_4: 0.1831 (0.1666)  loss_bbox_dn_5: 0.1831 (0.1666)  loss_giou: 0.4963 (0.4692)  loss_giou_aux_0: 0.5168 (0.4929)  loss_giou_aux_1: 0.5029 (0.4788)  loss_giou_aux_2: 0.4993 (0.4737)  loss_giou_aux_3: 0.4958 (0.4704)  loss_giou_aux_4: 0.4963 (0.4692)  loss_giou_aux_5: 0.5688 (0.5578)  loss_giou_dn_0: 0.5721 (0.5746)  loss_giou_dn_1: 0.4649 (0.4674)  loss_giou_dn_2: 0.4359 (0.4367)  loss_giou_dn_3: 0.4313 (0.4284)  loss_giou_dn_4: 0.4299 (0.4264)  loss_giou_dn_5: 0.4301 (0.4266)  loss_vfl: 0.6544 (0.6710)  loss_vfl_aux_0: 0.7457 (0.7738)  loss_vfl_aux_1: 0.6884 (0.7277)  loss_vfl_aux_2: 0.6649 (0.6982)  loss_vfl_aux_3: 0.6593 (0.6832)  loss_vfl_aux_4: 0.6695 (0.6751)  loss_vfl_aux_5: 0.7536 (0.7561)  loss_vfl_dn_0: 0.4547 (0.4511)  loss_vfl_dn_1: 0.3749 (0.3854)  loss_vfl_dn_2: 0.3591 (0.3695)  loss_vfl_dn_3: 0.3516 (0.3621)  loss_vfl_dn_4: 0.3518 (0.3595)  loss_vfl_dn_5: 0.3506 (0.3587)  time: 0.4741  data: 0.0148  max mem: 5654
Epoch: [47]  [4700/7393]  eta: 0:22:01  lr: 0.000010  loss: 15.3644 (15.7073)  loss_bbox: 0.1453 (0.1515)  loss_bbox_aux_0: 0.1690 (0.1647)  loss_bbox_aux_1: 0.1525 (0.1567)  loss_bbox_aux_2: 0.1497 (0.1539)  loss_bbox_aux_3: 0.1416 (0.1518)  loss_bbox_aux_4: 0.1492 (0.1515)  loss_bbox_aux_5: 0.1901 (0.2018)  loss_bbox_dn_0: 0.2482 (0.2645)  loss_bbox_dn_1: 0.1820 (0.1943)  loss_bbox_dn_2: 0.1690 (0.1739)  loss_bbox_dn_3: 0.1632 (0.1679)  loss_bbox_dn_4: 0.1630 (0.1666)  loss_bbox_dn_5: 0.1631 (0.1666)  loss_giou: 0.4497 (0.4691)  loss_giou_aux_0: 0.4819 (0.4928)  loss_giou_aux_1: 0.4726 (0.4788)  loss_giou_aux_2: 0.4554 (0.4736)  loss_giou_aux_3: 0.4514 (0.4703)  loss_giou_aux_4: 0.4493 (0.4691)  loss_giou_aux_5: 0.5552 (0.5578)  loss_giou_dn_0: 0.5565 (0.5743)  loss_giou_dn_1: 0.4478 (0.4672)  loss_giou_dn_2: 0.4143 (0.4365)  loss_giou_dn_3: 0.4078 (0.4282)  loss_giou_dn_4: 0.4083 (0.4262)  loss_giou_dn_5: 0.4087 (0.4264)  loss_vfl: 0.6605 (0.6710)  loss_vfl_aux_0: 0.7837 (0.7740)  loss_vfl_aux_1: 0.7096 (0.7277)  loss_vfl_aux_2: 0.6941 (0.6982)  loss_vfl_aux_3: 0.6834 (0.6832)  loss_vfl_aux_4: 0.6680 (0.6750)  loss_vfl_aux_5: 0.7355 (0.7561)  loss_vfl_dn_0: 0.4474 (0.4511)  loss_vfl_dn_1: 0.3784 (0.3854)  loss_vfl_dn_2: 0.3619 (0.3694)  loss_vfl_dn_3: 0.3557 (0.3621)  loss_vfl_dn_4: 0.3547 (0.3594)  loss_vfl_dn_5: 0.3539 (0.3586)  time: 0.4784  data: 0.0142  max mem: 5654
Epoch: [47]  [4800/7393]  eta: 0:21:14  lr: 0.000010  loss: 15.6239 (15.7064)  loss_bbox: 0.1401 (0.1516)  loss_bbox_aux_0: 0.1545 (0.1647)  loss_bbox_aux_1: 0.1512 (0.1567)  loss_bbox_aux_2: 0.1388 (0.1539)  loss_bbox_aux_3: 0.1405 (0.1519)  loss_bbox_aux_4: 0.1422 (0.1516)  loss_bbox_aux_5: 0.1787 (0.2017)  loss_bbox_dn_0: 0.2378 (0.2645)  loss_bbox_dn_1: 0.1755 (0.1943)  loss_bbox_dn_2: 0.1654 (0.1738)  loss_bbox_dn_3: 0.1589 (0.1679)  loss_bbox_dn_4: 0.1565 (0.1665)  loss_bbox_dn_5: 0.1564 (0.1665)  loss_giou: 0.4387 (0.4692)  loss_giou_aux_0: 0.4595 (0.4929)  loss_giou_aux_1: 0.4382 (0.4789)  loss_giou_aux_2: 0.4454 (0.4737)  loss_giou_aux_3: 0.4426 (0.4704)  loss_giou_aux_4: 0.4378 (0.4692)  loss_giou_aux_5: 0.5113 (0.5578)  loss_giou_dn_0: 0.5774 (0.5744)  loss_giou_dn_1: 0.4693 (0.4672)  loss_giou_dn_2: 0.4351 (0.4366)  loss_giou_dn_3: 0.4249 (0.4283)  loss_giou_dn_4: 0.4216 (0.4263)  loss_giou_dn_5: 0.4226 (0.4265)  loss_vfl: 0.6818 (0.6707)  loss_vfl_aux_0: 0.7752 (0.7739)  loss_vfl_aux_1: 0.7300 (0.7275)  loss_vfl_aux_2: 0.6984 (0.6979)  loss_vfl_aux_3: 0.6843 (0.6829)  loss_vfl_aux_4: 0.6780 (0.6748)  loss_vfl_aux_5: 0.7791 (0.7561)  loss_vfl_dn_0: 0.4495 (0.4511)  loss_vfl_dn_1: 0.3899 (0.3853)  loss_vfl_dn_2: 0.3689 (0.3694)  loss_vfl_dn_3: 0.3648 (0.3620)  loss_vfl_dn_4: 0.3637 (0.3594)  loss_vfl_dn_5: 0.3603 (0.3586)  time: 0.4709  data: 0.0137  max mem: 5654
Epoch: [47]  [4900/7393]  eta: 0:20:25  lr: 0.000010  loss: 15.8613 (15.7075)  loss_bbox: 0.1416 (0.1516)  loss_bbox_aux_0: 0.1493 (0.1647)  loss_bbox_aux_1: 0.1413 (0.1567)  loss_bbox_aux_2: 0.1374 (0.1539)  loss_bbox_aux_3: 0.1380 (0.1519)  loss_bbox_aux_4: 0.1400 (0.1516)  loss_bbox_aux_5: 0.2019 (0.2018)  loss_bbox_dn_0: 0.2653 (0.2646)  loss_bbox_dn_1: 0.1759 (0.1943)  loss_bbox_dn_2: 0.1550 (0.1739)  loss_bbox_dn_3: 0.1522 (0.1679)  loss_bbox_dn_4: 0.1489 (0.1666)  loss_bbox_dn_5: 0.1490 (0.1666)  loss_giou: 0.4550 (0.4691)  loss_giou_aux_0: 0.4806 (0.4929)  loss_giou_aux_1: 0.4727 (0.4788)  loss_giou_aux_2: 0.4515 (0.4736)  loss_giou_aux_3: 0.4497 (0.4703)  loss_giou_aux_4: 0.4522 (0.4691)  loss_giou_aux_5: 0.5423 (0.5578)  loss_giou_dn_0: 0.5593 (0.5744)  loss_giou_dn_1: 0.4554 (0.4672)  loss_giou_dn_2: 0.4276 (0.4366)  loss_giou_dn_3: 0.4212 (0.4283)  loss_giou_dn_4: 0.4170 (0.4263)  loss_giou_dn_5: 0.4171 (0.4265)  loss_vfl: 0.6710 (0.6708)  loss_vfl_aux_0: 0.7936 (0.7739)  loss_vfl_aux_1: 0.7300 (0.7277)  loss_vfl_aux_2: 0.7125 (0.6980)  loss_vfl_aux_3: 0.6884 (0.6831)  loss_vfl_aux_4: 0.6892 (0.6749)  loss_vfl_aux_5: 0.7753 (0.7562)  loss_vfl_dn_0: 0.4483 (0.4511)  loss_vfl_dn_1: 0.3893 (0.3853)  loss_vfl_dn_2: 0.3700 (0.3694)  loss_vfl_dn_3: 0.3612 (0.3620)  loss_vfl_dn_4: 0.3592 (0.3594)  loss_vfl_dn_5: 0.3576 (0.3586)  time: 0.4848  data: 0.0145  max mem: 5654
Epoch: [47]  [5000/7393]  eta: 0:19:35  lr: 0.000010  loss: 14.9411 (15.7038)  loss_bbox: 0.1373 (0.1516)  loss_bbox_aux_0: 0.1498 (0.1647)  loss_bbox_aux_1: 0.1442 (0.1567)  loss_bbox_aux_2: 0.1445 (0.1539)  loss_bbox_aux_3: 0.1369 (0.1519)  loss_bbox_aux_4: 0.1373 (0.1516)  loss_bbox_aux_5: 0.1837 (0.2017)  loss_bbox_dn_0: 0.2241 (0.2645)  loss_bbox_dn_1: 0.1558 (0.1943)  loss_bbox_dn_2: 0.1445 (0.1739)  loss_bbox_dn_3: 0.1413 (0.1679)  loss_bbox_dn_4: 0.1391 (0.1665)  loss_bbox_dn_5: 0.1391 (0.1666)  loss_giou: 0.4275 (0.4691)  loss_giou_aux_0: 0.4491 (0.4928)  loss_giou_aux_1: 0.4345 (0.4788)  loss_giou_aux_2: 0.4343 (0.4735)  loss_giou_aux_3: 0.4271 (0.4702)  loss_giou_aux_4: 0.4257 (0.4691)  loss_giou_aux_5: 0.5243 (0.5577)  loss_giou_dn_0: 0.5485 (0.5742)  loss_giou_dn_1: 0.4352 (0.4671)  loss_giou_dn_2: 0.4073 (0.4364)  loss_giou_dn_3: 0.3973 (0.4282)  loss_giou_dn_4: 0.3936 (0.4261)  loss_giou_dn_5: 0.3937 (0.4263)  loss_vfl: 0.6453 (0.6705)  loss_vfl_aux_0: 0.7518 (0.7737)  loss_vfl_aux_1: 0.7115 (0.7274)  loss_vfl_aux_2: 0.6690 (0.6978)  loss_vfl_aux_3: 0.6560 (0.6829)  loss_vfl_aux_4: 0.6480 (0.6746)  loss_vfl_aux_5: 0.7160 (0.7560)  loss_vfl_dn_0: 0.4393 (0.4511)  loss_vfl_dn_1: 0.3756 (0.3853)  loss_vfl_dn_2: 0.3597 (0.3694)  loss_vfl_dn_3: 0.3555 (0.3620)  loss_vfl_dn_4: 0.3541 (0.3594)  loss_vfl_dn_5: 0.3505 (0.3586)  time: 0.4763  data: 0.0143  max mem: 5654
Epoch: [47]  [5100/7393]  eta: 0:18:45  lr: 0.000010  loss: 15.8556 (15.7046)  loss_bbox: 0.1678 (0.1516)  loss_bbox_aux_0: 0.1804 (0.1647)  loss_bbox_aux_1: 0.1683 (0.1567)  loss_bbox_aux_2: 0.1544 (0.1538)  loss_bbox_aux_3: 0.1690 (0.1519)  loss_bbox_aux_4: 0.1682 (0.1516)  loss_bbox_aux_5: 0.2238 (0.2017)  loss_bbox_dn_0: 0.2787 (0.2646)  loss_bbox_dn_1: 0.1922 (0.1944)  loss_bbox_dn_2: 0.1706 (0.1739)  loss_bbox_dn_3: 0.1676 (0.1680)  loss_bbox_dn_4: 0.1661 (0.1666)  loss_bbox_dn_5: 0.1660 (0.1666)  loss_giou: 0.4409 (0.4692)  loss_giou_aux_0: 0.4719 (0.4929)  loss_giou_aux_1: 0.4433 (0.4788)  loss_giou_aux_2: 0.4374 (0.4736)  loss_giou_aux_3: 0.4411 (0.4703)  loss_giou_aux_4: 0.4414 (0.4692)  loss_giou_aux_5: 0.5523 (0.5579)  loss_giou_dn_0: 0.5631 (0.5743)  loss_giou_dn_1: 0.4471 (0.4671)  loss_giou_dn_2: 0.4147 (0.4364)  loss_giou_dn_3: 0.4055 (0.4282)  loss_giou_dn_4: 0.4043 (0.4261)  loss_giou_dn_5: 0.4043 (0.4263)  loss_vfl: 0.6752 (0.6704)  loss_vfl_aux_0: 0.8041 (0.7736)  loss_vfl_aux_1: 0.7591 (0.7274)  loss_vfl_aux_2: 0.7042 (0.6979)  loss_vfl_aux_3: 0.6967 (0.6828)  loss_vfl_aux_4: 0.6827 (0.6745)  loss_vfl_aux_5: 0.7712 (0.7561)  loss_vfl_dn_0: 0.4498 (0.4511)  loss_vfl_dn_1: 0.3905 (0.3853)  loss_vfl_dn_2: 0.3717 (0.3693)  loss_vfl_dn_3: 0.3626 (0.3620)  loss_vfl_dn_4: 0.3591 (0.3593)  loss_vfl_dn_5: 0.3566 (0.3586)  time: 0.4772  data: 0.0144  max mem: 5654
Epoch: [47]  [5200/7393]  eta: 0:17:56  lr: 0.000010  loss: 16.3397 (15.7059)  loss_bbox: 0.1652 (0.1517)  loss_bbox_aux_0: 0.1695 (0.1648)  loss_bbox_aux_1: 0.1572 (0.1568)  loss_bbox_aux_2: 0.1575 (0.1539)  loss_bbox_aux_3: 0.1630 (0.1519)  loss_bbox_aux_4: 0.1696 (0.1517)  loss_bbox_aux_5: 0.1960 (0.2018)  loss_bbox_dn_0: 0.2494 (0.2649)  loss_bbox_dn_1: 0.1987 (0.1946)  loss_bbox_dn_2: 0.1797 (0.1741)  loss_bbox_dn_3: 0.1760 (0.1681)  loss_bbox_dn_4: 0.1750 (0.1668)  loss_bbox_dn_5: 0.1750 (0.1668)  loss_giou: 0.4952 (0.4692)  loss_giou_aux_0: 0.5237 (0.4929)  loss_giou_aux_1: 0.4999 (0.4789)  loss_giou_aux_2: 0.5093 (0.4736)  loss_giou_aux_3: 0.4907 (0.4703)  loss_giou_aux_4: 0.4939 (0.4692)  loss_giou_aux_5: 0.5700 (0.5579)  loss_giou_dn_0: 0.5930 (0.5743)  loss_giou_dn_1: 0.4915 (0.4671)  loss_giou_dn_2: 0.4676 (0.4365)  loss_giou_dn_3: 0.4603 (0.4282)  loss_giou_dn_4: 0.4578 (0.4261)  loss_giou_dn_5: 0.4580 (0.4263)  loss_vfl: 0.6904 (0.6704)  loss_vfl_aux_0: 0.7668 (0.7734)  loss_vfl_aux_1: 0.7373 (0.7272)  loss_vfl_aux_2: 0.7037 (0.6978)  loss_vfl_aux_3: 0.6868 (0.6827)  loss_vfl_aux_4: 0.6915 (0.6745)  loss_vfl_aux_5: 0.7770 (0.7561)  loss_vfl_dn_0: 0.4493 (0.4510)  loss_vfl_dn_1: 0.3933 (0.3852)  loss_vfl_dn_2: 0.3783 (0.3693)  loss_vfl_dn_3: 0.3722 (0.3620)  loss_vfl_dn_4: 0.3704 (0.3593)  loss_vfl_dn_5: 0.3687 (0.3586)  time: 0.4724  data: 0.0136  max mem: 5654
Epoch: [47]  [5300/7393]  eta: 0:17:06  lr: 0.000010  loss: 15.3011 (15.7003)  loss_bbox: 0.1284 (0.1515)  loss_bbox_aux_0: 0.1412 (0.1647)  loss_bbox_aux_1: 0.1292 (0.1567)  loss_bbox_aux_2: 0.1287 (0.1538)  loss_bbox_aux_3: 0.1279 (0.1518)  loss_bbox_aux_4: 0.1286 (0.1515)  loss_bbox_aux_5: 0.1763 (0.2017)  loss_bbox_dn_0: 0.2359 (0.2647)  loss_bbox_dn_1: 0.1762 (0.1944)  loss_bbox_dn_2: 0.1490 (0.1739)  loss_bbox_dn_3: 0.1458 (0.1680)  loss_bbox_dn_4: 0.1430 (0.1666)  loss_bbox_dn_5: 0.1431 (0.1666)  loss_giou: 0.4437 (0.4691)  loss_giou_aux_0: 0.4677 (0.4929)  loss_giou_aux_1: 0.4545 (0.4789)  loss_giou_aux_2: 0.4389 (0.4735)  loss_giou_aux_3: 0.4468 (0.4703)  loss_giou_aux_4: 0.4464 (0.4691)  loss_giou_aux_5: 0.5238 (0.5578)  loss_giou_dn_0: 0.5569 (0.5742)  loss_giou_dn_1: 0.4379 (0.4670)  loss_giou_dn_2: 0.4099 (0.4363)  loss_giou_dn_3: 0.4030 (0.4281)  loss_giou_dn_4: 0.4014 (0.4260)  loss_giou_dn_5: 0.4014 (0.4262)  loss_vfl: 0.6294 (0.6701)  loss_vfl_aux_0: 0.7229 (0.7730)  loss_vfl_aux_1: 0.6821 (0.7268)  loss_vfl_aux_2: 0.6493 (0.6975)  loss_vfl_aux_3: 0.6351 (0.6825)  loss_vfl_aux_4: 0.6309 (0.6742)  loss_vfl_aux_5: 0.7226 (0.7558)  loss_vfl_dn_0: 0.4421 (0.4510)  loss_vfl_dn_1: 0.3726 (0.3851)  loss_vfl_dn_2: 0.3569 (0.3692)  loss_vfl_dn_3: 0.3467 (0.3619)  loss_vfl_dn_4: 0.3423 (0.3592)  loss_vfl_dn_5: 0.3409 (0.3585)  time: 0.4797  data: 0.0138  max mem: 5654
Epoch: [47]  [5400/7393]  eta: 0:16:17  lr: 0.000010  loss: 15.9032 (15.7059)  loss_bbox: 0.1536 (0.1516)  loss_bbox_aux_0: 0.1689 (0.1649)  loss_bbox_aux_1: 0.1632 (0.1568)  loss_bbox_aux_2: 0.1608 (0.1539)  loss_bbox_aux_3: 0.1570 (0.1519)  loss_bbox_aux_4: 0.1524 (0.1516)  loss_bbox_aux_5: 0.2073 (0.2018)  loss_bbox_dn_0: 0.2662 (0.2648)  loss_bbox_dn_1: 0.1949 (0.1946)  loss_bbox_dn_2: 0.1787 (0.1741)  loss_bbox_dn_3: 0.1767 (0.1681)  loss_bbox_dn_4: 0.1759 (0.1667)  loss_bbox_dn_5: 0.1759 (0.1668)  loss_giou: 0.5052 (0.4694)  loss_giou_aux_0: 0.5244 (0.4931)  loss_giou_aux_1: 0.5122 (0.4791)  loss_giou_aux_2: 0.5094 (0.4738)  loss_giou_aux_3: 0.5154 (0.4705)  loss_giou_aux_4: 0.5047 (0.4693)  loss_giou_aux_5: 0.5844 (0.5581)  loss_giou_dn_0: 0.5843 (0.5744)  loss_giou_dn_1: 0.4776 (0.4672)  loss_giou_dn_2: 0.4513 (0.4366)  loss_giou_dn_3: 0.4455 (0.4283)  loss_giou_dn_4: 0.4480 (0.4263)  loss_giou_dn_5: 0.4495 (0.4264)  loss_vfl: 0.6525 (0.6703)  loss_vfl_aux_0: 0.7778 (0.7730)  loss_vfl_aux_1: 0.7074 (0.7268)  loss_vfl_aux_2: 0.6653 (0.6976)  loss_vfl_aux_3: 0.6654 (0.6826)  loss_vfl_aux_4: 0.6596 (0.6744)  loss_vfl_aux_5: 0.7414 (0.7558)  loss_vfl_dn_0: 0.4549 (0.4510)  loss_vfl_dn_1: 0.3862 (0.3852)  loss_vfl_dn_2: 0.3729 (0.3693)  loss_vfl_dn_3: 0.3672 (0.3619)  loss_vfl_dn_4: 0.3649 (0.3593)  loss_vfl_dn_5: 0.3619 (0.3586)  time: 0.4751  data: 0.0136  max mem: 5654
Epoch: [47]  [5500/7393]  eta: 0:15:27  lr: 0.000010  loss: 15.2095 (15.7036)  loss_bbox: 0.1364 (0.1516)  loss_bbox_aux_0: 0.1487 (0.1648)  loss_bbox_aux_1: 0.1344 (0.1567)  loss_bbox_aux_2: 0.1401 (0.1539)  loss_bbox_aux_3: 0.1386 (0.1519)  loss_bbox_aux_4: 0.1384 (0.1516)  loss_bbox_aux_5: 0.1851 (0.2017)  loss_bbox_dn_0: 0.2237 (0.2647)  loss_bbox_dn_1: 0.1663 (0.1944)  loss_bbox_dn_2: 0.1525 (0.1740)  loss_bbox_dn_3: 0.1445 (0.1680)  loss_bbox_dn_4: 0.1439 (0.1666)  loss_bbox_dn_5: 0.1439 (0.1666)  loss_giou: 0.4518 (0.4693)  loss_giou_aux_0: 0.4629 (0.4931)  loss_giou_aux_1: 0.4584 (0.4790)  loss_giou_aux_2: 0.4556 (0.4738)  loss_giou_aux_3: 0.4531 (0.4704)  loss_giou_aux_4: 0.4540 (0.4693)  loss_giou_aux_5: 0.5188 (0.5579)  loss_giou_dn_0: 0.5520 (0.5743)  loss_giou_dn_1: 0.4404 (0.4671)  loss_giou_dn_2: 0.4076 (0.4365)  loss_giou_dn_3: 0.4034 (0.4283)  loss_giou_dn_4: 0.3996 (0.4262)  loss_giou_dn_5: 0.4001 (0.4264)  loss_vfl: 0.6445 (0.6703)  loss_vfl_aux_0: 0.7682 (0.7729)  loss_vfl_aux_1: 0.7101 (0.7267)  loss_vfl_aux_2: 0.6685 (0.6974)  loss_vfl_aux_3: 0.6547 (0.6826)  loss_vfl_aux_4: 0.6470 (0.6743)  loss_vfl_aux_5: 0.7498 (0.7558)  loss_vfl_dn_0: 0.4445 (0.4510)  loss_vfl_dn_1: 0.3831 (0.3852)  loss_vfl_dn_2: 0.3666 (0.3693)  loss_vfl_dn_3: 0.3611 (0.3619)  loss_vfl_dn_4: 0.3606 (0.3593)  loss_vfl_dn_5: 0.3603 (0.3586)  time: 0.4707  data: 0.0149  max mem: 5654
Epoch: [47]  [5600/7393]  eta: 0:14:38  lr: 0.000010  loss: 15.5760 (15.7007)  loss_bbox: 0.1525 (0.1516)  loss_bbox_aux_0: 0.1500 (0.1647)  loss_bbox_aux_1: 0.1538 (0.1567)  loss_bbox_aux_2: 0.1446 (0.1538)  loss_bbox_aux_3: 0.1500 (0.1519)  loss_bbox_aux_4: 0.1493 (0.1515)  loss_bbox_aux_5: 0.1845 (0.2016)  loss_bbox_dn_0: 0.2612 (0.2646)  loss_bbox_dn_1: 0.1886 (0.1944)  loss_bbox_dn_2: 0.1701 (0.1739)  loss_bbox_dn_3: 0.1635 (0.1680)  loss_bbox_dn_4: 0.1604 (0.1666)  loss_bbox_dn_5: 0.1603 (0.1666)  loss_giou: 0.3966 (0.4693)  loss_giou_aux_0: 0.4227 (0.4930)  loss_giou_aux_1: 0.4039 (0.4789)  loss_giou_aux_2: 0.3925 (0.4737)  loss_giou_aux_3: 0.3993 (0.4704)  loss_giou_aux_4: 0.4034 (0.4693)  loss_giou_aux_5: 0.4946 (0.5578)  loss_giou_dn_0: 0.5487 (0.5743)  loss_giou_dn_1: 0.4286 (0.4671)  loss_giou_dn_2: 0.4038 (0.4365)  loss_giou_dn_3: 0.3933 (0.4282)  loss_giou_dn_4: 0.3897 (0.4262)  loss_giou_dn_5: 0.3896 (0.4264)  loss_vfl: 0.6776 (0.6701)  loss_vfl_aux_0: 0.7910 (0.7728)  loss_vfl_aux_1: 0.7500 (0.7264)  loss_vfl_aux_2: 0.7280 (0.6973)  loss_vfl_aux_3: 0.6956 (0.6824)  loss_vfl_aux_4: 0.6761 (0.6741)  loss_vfl_aux_5: 0.7689 (0.7557)  loss_vfl_dn_0: 0.4389 (0.4510)  loss_vfl_dn_1: 0.3771 (0.3852)  loss_vfl_dn_2: 0.3646 (0.3693)  loss_vfl_dn_3: 0.3580 (0.3619)  loss_vfl_dn_4: 0.3567 (0.3593)  loss_vfl_dn_5: 0.3545 (0.3586)  time: 0.4764  data: 0.0140  max mem: 5654
Epoch: [47]  [5700/7393]  eta: 0:13:49  lr: 0.000010  loss: 15.8052 (15.6995)  loss_bbox: 0.1525 (0.1515)  loss_bbox_aux_0: 0.1580 (0.1648)  loss_bbox_aux_1: 0.1485 (0.1567)  loss_bbox_aux_2: 0.1533 (0.1539)  loss_bbox_aux_3: 0.1482 (0.1519)  loss_bbox_aux_4: 0.1474 (0.1515)  loss_bbox_aux_5: 0.1791 (0.2016)  loss_bbox_dn_0: 0.2343 (0.2646)  loss_bbox_dn_1: 0.1732 (0.1944)  loss_bbox_dn_2: 0.1556 (0.1740)  loss_bbox_dn_3: 0.1514 (0.1680)  loss_bbox_dn_4: 0.1501 (0.1666)  loss_bbox_dn_5: 0.1501 (0.1666)  loss_giou: 0.4674 (0.4693)  loss_giou_aux_0: 0.4899 (0.4930)  loss_giou_aux_1: 0.4771 (0.4790)  loss_giou_aux_2: 0.4558 (0.4737)  loss_giou_aux_3: 0.4569 (0.4704)  loss_giou_aux_4: 0.4767 (0.4693)  loss_giou_aux_5: 0.5560 (0.5578)  loss_giou_dn_0: 0.5684 (0.5743)  loss_giou_dn_1: 0.4641 (0.4670)  loss_giou_dn_2: 0.4341 (0.4364)  loss_giou_dn_3: 0.4290 (0.4281)  loss_giou_dn_4: 0.4264 (0.4261)  loss_giou_dn_5: 0.4269 (0.4263)  loss_vfl: 0.7034 (0.6700)  loss_vfl_aux_0: 0.7777 (0.7726)  loss_vfl_aux_1: 0.7264 (0.7262)  loss_vfl_aux_2: 0.7022 (0.6970)  loss_vfl_aux_3: 0.7049 (0.6822)  loss_vfl_aux_4: 0.7061 (0.6740)  loss_vfl_aux_5: 0.7455 (0.7555)  loss_vfl_dn_0: 0.4537 (0.4510)  loss_vfl_dn_1: 0.3864 (0.3852)  loss_vfl_dn_2: 0.3697 (0.3693)  loss_vfl_dn_3: 0.3612 (0.3619)  loss_vfl_dn_4: 0.3583 (0.3593)  loss_vfl_dn_5: 0.3565 (0.3586)  time: 0.4930  data: 0.0141  max mem: 5654
Epoch: [47]  [5800/7393]  eta: 0:13:00  lr: 0.000010  loss: 15.3364 (15.6966)  loss_bbox: 0.1441 (0.1516)  loss_bbox_aux_0: 0.1541 (0.1648)  loss_bbox_aux_1: 0.1512 (0.1568)  loss_bbox_aux_2: 0.1404 (0.1539)  loss_bbox_aux_3: 0.1355 (0.1519)  loss_bbox_aux_4: 0.1386 (0.1516)  loss_bbox_aux_5: 0.2093 (0.2017)  loss_bbox_dn_0: 0.2533 (0.2648)  loss_bbox_dn_1: 0.1782 (0.1945)  loss_bbox_dn_2: 0.1652 (0.1741)  loss_bbox_dn_3: 0.1582 (0.1681)  loss_bbox_dn_4: 0.1553 (0.1667)  loss_bbox_dn_5: 0.1555 (0.1667)  loss_giou: 0.4540 (0.4690)  loss_giou_aux_0: 0.4542 (0.4927)  loss_giou_aux_1: 0.4646 (0.4787)  loss_giou_aux_2: 0.4630 (0.4734)  loss_giou_aux_3: 0.4566 (0.4701)  loss_giou_aux_4: 0.4554 (0.4689)  loss_giou_aux_5: 0.5198 (0.5575)  loss_giou_dn_0: 0.5420 (0.5741)  loss_giou_dn_1: 0.4463 (0.4668)  loss_giou_dn_2: 0.4193 (0.4361)  loss_giou_dn_3: 0.4116 (0.4279)  loss_giou_dn_4: 0.4101 (0.4259)  loss_giou_dn_5: 0.4101 (0.4261)  loss_vfl: 0.6462 (0.6700)  loss_vfl_aux_0: 0.7493 (0.7725)  loss_vfl_aux_1: 0.7073 (0.7261)  loss_vfl_aux_2: 0.6704 (0.6970)  loss_vfl_aux_3: 0.6651 (0.6823)  loss_vfl_aux_4: 0.6615 (0.6740)  loss_vfl_aux_5: 0.7099 (0.7555)  loss_vfl_dn_0: 0.4429 (0.4510)  loss_vfl_dn_1: 0.3804 (0.3852)  loss_vfl_dn_2: 0.3661 (0.3693)  loss_vfl_dn_3: 0.3599 (0.3619)  loss_vfl_dn_4: 0.3544 (0.3593)  loss_vfl_dn_5: 0.3534 (0.3585)  time: 0.4889  data: 0.0144  max mem: 5654
Epoch: [47]  [5900/7393]  eta: 0:12:12  lr: 0.000010  loss: 15.5354 (15.6977)  loss_bbox: 0.1490 (0.1516)  loss_bbox_aux_0: 0.1625 (0.1648)  loss_bbox_aux_1: 0.1598 (0.1569)  loss_bbox_aux_2: 0.1470 (0.1539)  loss_bbox_aux_3: 0.1551 (0.1519)  loss_bbox_aux_4: 0.1514 (0.1516)  loss_bbox_aux_5: 0.2102 (0.2018)  loss_bbox_dn_0: 0.2726 (0.2648)  loss_bbox_dn_1: 0.1946 (0.1946)  loss_bbox_dn_2: 0.1673 (0.1741)  loss_bbox_dn_3: 0.1685 (0.1682)  loss_bbox_dn_4: 0.1658 (0.1668)  loss_bbox_dn_5: 0.1657 (0.1668)  loss_giou: 0.4136 (0.4691)  loss_giou_aux_0: 0.4427 (0.4928)  loss_giou_aux_1: 0.4213 (0.4788)  loss_giou_aux_2: 0.4073 (0.4735)  loss_giou_aux_3: 0.4150 (0.4702)  loss_giou_aux_4: 0.4162 (0.4691)  loss_giou_aux_5: 0.5268 (0.5576)  loss_giou_dn_0: 0.5475 (0.5741)  loss_giou_dn_1: 0.4433 (0.4668)  loss_giou_dn_2: 0.4136 (0.4362)  loss_giou_dn_3: 0.4043 (0.4279)  loss_giou_dn_4: 0.4003 (0.4259)  loss_giou_dn_5: 0.4010 (0.4261)  loss_vfl: 0.6741 (0.6699)  loss_vfl_aux_0: 0.7911 (0.7724)  loss_vfl_aux_1: 0.7238 (0.7259)  loss_vfl_aux_2: 0.7017 (0.6969)  loss_vfl_aux_3: 0.6849 (0.6822)  loss_vfl_aux_4: 0.6812 (0.6740)  loss_vfl_aux_5: 0.7806 (0.7553)  loss_vfl_dn_0: 0.4480 (0.4510)  loss_vfl_dn_1: 0.3826 (0.3851)  loss_vfl_dn_2: 0.3647 (0.3693)  loss_vfl_dn_3: 0.3572 (0.3619)  loss_vfl_dn_4: 0.3506 (0.3593)  loss_vfl_dn_5: 0.3495 (0.3585)  time: 0.4781  data: 0.0136  max mem: 5654
Epoch: [47]  [6000/7393]  eta: 0:11:22  lr: 0.000010  loss: 15.9320 (15.6960)  loss_bbox: 0.1420 (0.1516)  loss_bbox_aux_0: 0.1556 (0.1649)  loss_bbox_aux_1: 0.1483 (0.1569)  loss_bbox_aux_2: 0.1454 (0.1540)  loss_bbox_aux_3: 0.1425 (0.1520)  loss_bbox_aux_4: 0.1434 (0.1516)  loss_bbox_aux_5: 0.1840 (0.2018)  loss_bbox_dn_0: 0.2627 (0.2649)  loss_bbox_dn_1: 0.1865 (0.1946)  loss_bbox_dn_2: 0.1635 (0.1742)  loss_bbox_dn_3: 0.1571 (0.1682)  loss_bbox_dn_4: 0.1573 (0.1668)  loss_bbox_dn_5: 0.1573 (0.1669)  loss_giou: 0.4408 (0.4690)  loss_giou_aux_0: 0.4634 (0.4926)  loss_giou_aux_1: 0.4538 (0.4787)  loss_giou_aux_2: 0.4415 (0.4734)  loss_giou_aux_3: 0.4365 (0.4700)  loss_giou_aux_4: 0.4378 (0.4689)  loss_giou_aux_5: 0.5135 (0.5575)  loss_giou_dn_0: 0.5507 (0.5739)  loss_giou_dn_1: 0.4540 (0.4667)  loss_giou_dn_2: 0.4167 (0.4361)  loss_giou_dn_3: 0.4075 (0.4278)  loss_giou_dn_4: 0.4072 (0.4258)  loss_giou_dn_5: 0.4079 (0.4260)  loss_vfl: 0.6856 (0.6699)  loss_vfl_aux_0: 0.7720 (0.7724)  loss_vfl_aux_1: 0.7476 (0.7259)  loss_vfl_aux_2: 0.7044 (0.6969)  loss_vfl_aux_3: 0.7009 (0.6822)  loss_vfl_aux_4: 0.6913 (0.6739)  loss_vfl_aux_5: 0.7620 (0.7554)  loss_vfl_dn_0: 0.4497 (0.4509)  loss_vfl_dn_1: 0.3861 (0.3851)  loss_vfl_dn_2: 0.3692 (0.3692)  loss_vfl_dn_3: 0.3650 (0.3618)  loss_vfl_dn_4: 0.3622 (0.3592)  loss_vfl_dn_5: 0.3617 (0.3585)  time: 0.4856  data: 0.0137  max mem: 5654
Epoch: [47]  [6100/7393]  eta: 0:10:33  lr: 0.000010  loss: 15.5899 (15.6921)  loss_bbox: 0.1414 (0.1516)  loss_bbox_aux_0: 0.1533 (0.1648)  loss_bbox_aux_1: 0.1428 (0.1569)  loss_bbox_aux_2: 0.1410 (0.1539)  loss_bbox_aux_3: 0.1401 (0.1519)  loss_bbox_aux_4: 0.1408 (0.1516)  loss_bbox_aux_5: 0.1767 (0.2017)  loss_bbox_dn_0: 0.2275 (0.2648)  loss_bbox_dn_1: 0.1693 (0.1945)  loss_bbox_dn_2: 0.1552 (0.1741)  loss_bbox_dn_3: 0.1511 (0.1681)  loss_bbox_dn_4: 0.1502 (0.1668)  loss_bbox_dn_5: 0.1502 (0.1668)  loss_giou: 0.4747 (0.4688)  loss_giou_aux_0: 0.4873 (0.4924)  loss_giou_aux_1: 0.4913 (0.4785)  loss_giou_aux_2: 0.4819 (0.4732)  loss_giou_aux_3: 0.4757 (0.4698)  loss_giou_aux_4: 0.4797 (0.4687)  loss_giou_aux_5: 0.5665 (0.5573)  loss_giou_dn_0: 0.5818 (0.5738)  loss_giou_dn_1: 0.4838 (0.4665)  loss_giou_dn_2: 0.4565 (0.4359)  loss_giou_dn_3: 0.4368 (0.4277)  loss_giou_dn_4: 0.4357 (0.4256)  loss_giou_dn_5: 0.4358 (0.4258)  loss_vfl: 0.6745 (0.6699)  loss_vfl_aux_0: 0.7466 (0.7723)  loss_vfl_aux_1: 0.7137 (0.7257)  loss_vfl_aux_2: 0.7054 (0.6968)  loss_vfl_aux_3: 0.6750 (0.6822)  loss_vfl_aux_4: 0.6681 (0.6739)  loss_vfl_aux_5: 0.7524 (0.7553)  loss_vfl_dn_0: 0.4461 (0.4509)  loss_vfl_dn_1: 0.3904 (0.3851)  loss_vfl_dn_2: 0.3741 (0.3692)  loss_vfl_dn_3: 0.3649 (0.3618)  loss_vfl_dn_4: 0.3615 (0.3592)  loss_vfl_dn_5: 0.3608 (0.3585)  time: 0.4772  data: 0.0140  max mem: 5654
Epoch: [47]  [6200/7393]  eta: 0:09:44  lr: 0.000010  loss: 15.3936 (15.6942)  loss_bbox: 0.1559 (0.1516)  loss_bbox_aux_0: 0.1691 (0.1648)  loss_bbox_aux_1: 0.1585 (0.1569)  loss_bbox_aux_2: 0.1542 (0.1539)  loss_bbox_aux_3: 0.1510 (0.1519)  loss_bbox_aux_4: 0.1491 (0.1516)  loss_bbox_aux_5: 0.2035 (0.2017)  loss_bbox_dn_0: 0.2547 (0.2648)  loss_bbox_dn_1: 0.1828 (0.1946)  loss_bbox_dn_2: 0.1710 (0.1741)  loss_bbox_dn_3: 0.1652 (0.1682)  loss_bbox_dn_4: 0.1613 (0.1668)  loss_bbox_dn_5: 0.1612 (0.1668)  loss_giou: 0.4279 (0.4688)  loss_giou_aux_0: 0.4623 (0.4924)  loss_giou_aux_1: 0.4511 (0.4785)  loss_giou_aux_2: 0.4323 (0.4732)  loss_giou_aux_3: 0.4311 (0.4699)  loss_giou_aux_4: 0.4232 (0.4688)  loss_giou_aux_5: 0.5180 (0.5572)  loss_giou_dn_0: 0.5494 (0.5739)  loss_giou_dn_1: 0.4442 (0.4666)  loss_giou_dn_2: 0.4138 (0.4360)  loss_giou_dn_3: 0.4041 (0.4278)  loss_giou_dn_4: 0.4027 (0.4257)  loss_giou_dn_5: 0.4031 (0.4259)  loss_vfl: 0.6510 (0.6700)  loss_vfl_aux_0: 0.7523 (0.7725)  loss_vfl_aux_1: 0.7140 (0.7258)  loss_vfl_aux_2: 0.6740 (0.6968)  loss_vfl_aux_3: 0.6596 (0.6823)  loss_vfl_aux_4: 0.6554 (0.6740)  loss_vfl_aux_5: 0.7471 (0.7554)  loss_vfl_dn_0: 0.4530 (0.4509)  loss_vfl_dn_1: 0.3832 (0.3851)  loss_vfl_dn_2: 0.3648 (0.3693)  loss_vfl_dn_3: 0.3589 (0.3619)  loss_vfl_dn_4: 0.3575 (0.3593)  loss_vfl_dn_5: 0.3559 (0.3585)  time: 0.4854  data: 0.0140  max mem: 5654
Epoch: [47]  [6300/7393]  eta: 0:08:56  lr: 0.000010  loss: 15.4386 (15.6979)  loss_bbox: 0.1374 (0.1517)  loss_bbox_aux_0: 0.1495 (0.1649)  loss_bbox_aux_1: 0.1375 (0.1569)  loss_bbox_aux_2: 0.1352 (0.1540)  loss_bbox_aux_3: 0.1392 (0.1520)  loss_bbox_aux_4: 0.1402 (0.1517)  loss_bbox_aux_5: 0.1771 (0.2017)  loss_bbox_dn_0: 0.2237 (0.2648)  loss_bbox_dn_1: 0.1694 (0.1946)  loss_bbox_dn_2: 0.1470 (0.1741)  loss_bbox_dn_3: 0.1410 (0.1682)  loss_bbox_dn_4: 0.1403 (0.1668)  loss_bbox_dn_5: 0.1404 (0.1668)  loss_giou: 0.4894 (0.4690)  loss_giou_aux_0: 0.5013 (0.4926)  loss_giou_aux_1: 0.4909 (0.4787)  loss_giou_aux_2: 0.4784 (0.4734)  loss_giou_aux_3: 0.4930 (0.4701)  loss_giou_aux_4: 0.4893 (0.4690)  loss_giou_aux_5: 0.5514 (0.5574)  loss_giou_dn_0: 0.5825 (0.5741)  loss_giou_dn_1: 0.4811 (0.4668)  loss_giou_dn_2: 0.4456 (0.4362)  loss_giou_dn_3: 0.4404 (0.4280)  loss_giou_dn_4: 0.4355 (0.4259)  loss_giou_dn_5: 0.4354 (0.4261)  loss_vfl: 0.6379 (0.6700)  loss_vfl_aux_0: 0.7258 (0.7725)  loss_vfl_aux_1: 0.6890 (0.7259)  loss_vfl_aux_2: 0.6661 (0.6969)  loss_vfl_aux_3: 0.6516 (0.6823)  loss_vfl_aux_4: 0.6379 (0.6740)  loss_vfl_aux_5: 0.7167 (0.7555)  loss_vfl_dn_0: 0.4592 (0.4510)  loss_vfl_dn_1: 0.3907 (0.3852)  loss_vfl_dn_2: 0.3731 (0.3693)  loss_vfl_dn_3: 0.3668 (0.3619)  loss_vfl_dn_4: 0.3650 (0.3593)  loss_vfl_dn_5: 0.3645 (0.3586)  time: 0.7472  data: 0.0136  max mem: 5654
Epoch: [47]  [6400/7393]  eta: 0:08:07  lr: 0.000010  loss: 15.7444 (15.6954)  loss_bbox: 0.1533 (0.1517)  loss_bbox_aux_0: 0.1574 (0.1648)  loss_bbox_aux_1: 0.1491 (0.1569)  loss_bbox_aux_2: 0.1472 (0.1540)  loss_bbox_aux_3: 0.1503 (0.1520)  loss_bbox_aux_4: 0.1557 (0.1517)  loss_bbox_aux_5: 0.1865 (0.2017)  loss_bbox_dn_0: 0.2552 (0.2647)  loss_bbox_dn_1: 0.2006 (0.1946)  loss_bbox_dn_2: 0.1697 (0.1741)  loss_bbox_dn_3: 0.1692 (0.1681)  loss_bbox_dn_4: 0.1697 (0.1668)  loss_bbox_dn_5: 0.1695 (0.1668)  loss_giou: 0.4817 (0.4689)  loss_giou_aux_0: 0.5050 (0.4924)  loss_giou_aux_1: 0.4830 (0.4786)  loss_giou_aux_2: 0.4936 (0.4733)  loss_giou_aux_3: 0.4889 (0.4699)  loss_giou_aux_4: 0.4923 (0.4689)  loss_giou_aux_5: 0.5612 (0.5572)  loss_giou_dn_0: 0.5913 (0.5740)  loss_giou_dn_1: 0.4750 (0.4667)  loss_giou_dn_2: 0.4441 (0.4361)  loss_giou_dn_3: 0.4335 (0.4279)  loss_giou_dn_4: 0.4324 (0.4258)  loss_giou_dn_5: 0.4324 (0.4260)  loss_vfl: 0.6327 (0.6700)  loss_vfl_aux_0: 0.7178 (0.7724)  loss_vfl_aux_1: 0.6872 (0.7258)  loss_vfl_aux_2: 0.6669 (0.6968)  loss_vfl_aux_3: 0.6389 (0.6823)  loss_vfl_aux_4: 0.6393 (0.6739)  loss_vfl_aux_5: 0.7335 (0.7554)  loss_vfl_dn_0: 0.4434 (0.4509)  loss_vfl_dn_1: 0.3851 (0.3851)  loss_vfl_dn_2: 0.3726 (0.3693)  loss_vfl_dn_3: 0.3658 (0.3619)  loss_vfl_dn_4: 0.3630 (0.3593)  loss_vfl_dn_5: 0.3617 (0.3586)  time: 0.4870  data: 0.0146  max mem: 5654
Epoch: [47]  [6500/7393]  eta: 0:07:17  lr: 0.000010  loss: 16.2498 (15.6975)  loss_bbox: 0.1354 (0.1517)  loss_bbox_aux_0: 0.1465 (0.1649)  loss_bbox_aux_1: 0.1440 (0.1570)  loss_bbox_aux_2: 0.1374 (0.1541)  loss_bbox_aux_3: 0.1377 (0.1521)  loss_bbox_aux_4: 0.1358 (0.1518)  loss_bbox_aux_5: 0.1798 (0.2017)  loss_bbox_dn_0: 0.2130 (0.2648)  loss_bbox_dn_1: 0.1507 (0.1947)  loss_bbox_dn_2: 0.1333 (0.1742)  loss_bbox_dn_3: 0.1298 (0.1682)  loss_bbox_dn_4: 0.1296 (0.1669)  loss_bbox_dn_5: 0.1295 (0.1669)  loss_giou: 0.4889 (0.4689)  loss_giou_aux_0: 0.4940 (0.4925)  loss_giou_aux_1: 0.4915 (0.4787)  loss_giou_aux_2: 0.4879 (0.4733)  loss_giou_aux_3: 0.4825 (0.4699)  loss_giou_aux_4: 0.4883 (0.4689)  loss_giou_aux_5: 0.5752 (0.5573)  loss_giou_dn_0: 0.5794 (0.5740)  loss_giou_dn_1: 0.4742 (0.4668)  loss_giou_dn_2: 0.4495 (0.4361)  loss_giou_dn_3: 0.4407 (0.4279)  loss_giou_dn_4: 0.4371 (0.4258)  loss_giou_dn_5: 0.4373 (0.4260)  loss_vfl: 0.6826 (0.6700)  loss_vfl_aux_0: 0.7591 (0.7725)  loss_vfl_aux_1: 0.7003 (0.7258)  loss_vfl_aux_2: 0.6883 (0.6969)  loss_vfl_aux_3: 0.6793 (0.6824)  loss_vfl_aux_4: 0.6789 (0.6740)  loss_vfl_aux_5: 0.7420 (0.7554)  loss_vfl_dn_0: 0.4524 (0.4509)  loss_vfl_dn_1: 0.3951 (0.3852)  loss_vfl_dn_2: 0.3763 (0.3693)  loss_vfl_dn_3: 0.3707 (0.3620)  loss_vfl_dn_4: 0.3709 (0.3594)  loss_vfl_dn_5: 0.3711 (0.3586)  time: 0.4638  data: 0.0138  max mem: 5654
Epoch: [47]  [6600/7393]  eta: 0:06:28  lr: 0.000010  loss: 15.9941 (15.6997)  loss_bbox: 0.1466 (0.1517)  loss_bbox_aux_0: 0.1735 (0.1649)  loss_bbox_aux_1: 0.1566 (0.1570)  loss_bbox_aux_2: 0.1538 (0.1541)  loss_bbox_aux_3: 0.1498 (0.1521)  loss_bbox_aux_4: 0.1512 (0.1517)  loss_bbox_aux_5: 0.2141 (0.2017)  loss_bbox_dn_0: 0.2831 (0.2647)  loss_bbox_dn_1: 0.2088 (0.1946)  loss_bbox_dn_2: 0.1821 (0.1741)  loss_bbox_dn_3: 0.1784 (0.1682)  loss_bbox_dn_4: 0.1770 (0.1668)  loss_bbox_dn_5: 0.1770 (0.1668)  loss_giou: 0.4403 (0.4693)  loss_giou_aux_0: 0.4796 (0.4928)  loss_giou_aux_1: 0.4704 (0.4790)  loss_giou_aux_2: 0.4426 (0.4737)  loss_giou_aux_3: 0.4406 (0.4703)  loss_giou_aux_4: 0.4395 (0.4693)  loss_giou_aux_5: 0.5192 (0.5577)  loss_giou_dn_0: 0.5753 (0.5742)  loss_giou_dn_1: 0.4728 (0.4670)  loss_giou_dn_2: 0.4377 (0.4364)  loss_giou_dn_3: 0.4271 (0.4281)  loss_giou_dn_4: 0.4268 (0.4261)  loss_giou_dn_5: 0.4268 (0.4263)  loss_vfl: 0.6758 (0.6699)  loss_vfl_aux_0: 0.7982 (0.7722)  loss_vfl_aux_1: 0.7483 (0.7256)  loss_vfl_aux_2: 0.7086 (0.6967)  loss_vfl_aux_3: 0.7033 (0.6823)  loss_vfl_aux_4: 0.6713 (0.6738)  loss_vfl_aux_5: 0.7674 (0.7552)  loss_vfl_dn_0: 0.4433 (0.4509)  loss_vfl_dn_1: 0.3780 (0.3852)  loss_vfl_dn_2: 0.3554 (0.3693)  loss_vfl_dn_3: 0.3458 (0.3620)  loss_vfl_dn_4: 0.3440 (0.3594)  loss_vfl_dn_5: 0.3434 (0.3586)  time: 0.4766  data: 0.0137  max mem: 5654
Epoch: [47]  [6700/7393]  eta: 0:05:40  lr: 0.000010  loss: 15.8327 (15.7019)  loss_bbox: 0.1417 (0.1518)  loss_bbox_aux_0: 0.1511 (0.1650)  loss_bbox_aux_1: 0.1413 (0.1571)  loss_bbox_aux_2: 0.1433 (0.1541)  loss_bbox_aux_3: 0.1432 (0.1521)  loss_bbox_aux_4: 0.1413 (0.1518)  loss_bbox_aux_5: 0.1926 (0.2018)  loss_bbox_dn_0: 0.2313 (0.2649)  loss_bbox_dn_1: 0.1569 (0.1947)  loss_bbox_dn_2: 0.1386 (0.1743)  loss_bbox_dn_3: 0.1366 (0.1683)  loss_bbox_dn_4: 0.1354 (0.1670)  loss_bbox_dn_5: 0.1354 (0.1670)  loss_giou: 0.4833 (0.4692)  loss_giou_aux_0: 0.5002 (0.4928)  loss_giou_aux_1: 0.4667 (0.4790)  loss_giou_aux_2: 0.4703 (0.4736)  loss_giou_aux_3: 0.4600 (0.4702)  loss_giou_aux_4: 0.4833 (0.4692)  loss_giou_aux_5: 0.5898 (0.5576)  loss_giou_dn_0: 0.5748 (0.5742)  loss_giou_dn_1: 0.4706 (0.4670)  loss_giou_dn_2: 0.4438 (0.4364)  loss_giou_dn_3: 0.4372 (0.4281)  loss_giou_dn_4: 0.4349 (0.4261)  loss_giou_dn_5: 0.4354 (0.4263)  loss_vfl: 0.6402 (0.6701)  loss_vfl_aux_0: 0.7505 (0.7724)  loss_vfl_aux_1: 0.7035 (0.7257)  loss_vfl_aux_2: 0.6816 (0.6969)  loss_vfl_aux_3: 0.6715 (0.6825)  loss_vfl_aux_4: 0.6525 (0.6740)  loss_vfl_aux_5: 0.7359 (0.7553)  loss_vfl_dn_0: 0.4504 (0.4509)  loss_vfl_dn_1: 0.3933 (0.3852)  loss_vfl_dn_2: 0.3737 (0.3693)  loss_vfl_dn_3: 0.3695 (0.3620)  loss_vfl_dn_4: 0.3650 (0.3594)  loss_vfl_dn_5: 0.3641 (0.3586)  time: 0.4763  data: 0.0141  max mem: 5654
Epoch: [47]  [6800/7393]  eta: 0:04:51  lr: 0.000010  loss: 14.9267 (15.7033)  loss_bbox: 0.1222 (0.1517)  loss_bbox_aux_0: 0.1329 (0.1649)  loss_bbox_aux_1: 0.1267 (0.1570)  loss_bbox_aux_2: 0.1174 (0.1540)  loss_bbox_aux_3: 0.1207 (0.1520)  loss_bbox_aux_4: 0.1165 (0.1517)  loss_bbox_aux_5: 0.1602 (0.2017)  loss_bbox_dn_0: 0.2059 (0.2647)  loss_bbox_dn_1: 0.1399 (0.1946)  loss_bbox_dn_2: 0.1216 (0.1742)  loss_bbox_dn_3: 0.1176 (0.1682)  loss_bbox_dn_4: 0.1182 (0.1669)  loss_bbox_dn_5: 0.1182 (0.1669)  loss_giou: 0.4446 (0.4693)  loss_giou_aux_0: 0.4921 (0.4930)  loss_giou_aux_1: 0.4585 (0.4792)  loss_giou_aux_2: 0.4602 (0.4738)  loss_giou_aux_3: 0.4547 (0.4704)  loss_giou_aux_4: 0.4489 (0.4693)  loss_giou_aux_5: 0.5426 (0.5579)  loss_giou_dn_0: 0.5618 (0.5744)  loss_giou_dn_1: 0.4585 (0.4671)  loss_giou_dn_2: 0.4281 (0.4366)  loss_giou_dn_3: 0.4203 (0.4283)  loss_giou_dn_4: 0.4171 (0.4262)  loss_giou_dn_5: 0.4172 (0.4264)  loss_vfl: 0.6569 (0.6702)  loss_vfl_aux_0: 0.7321 (0.7724)  loss_vfl_aux_1: 0.7025 (0.7258)  loss_vfl_aux_2: 0.6869 (0.6969)  loss_vfl_aux_3: 0.6759 (0.6826)  loss_vfl_aux_4: 0.6653 (0.6741)  loss_vfl_aux_5: 0.7500 (0.7553)  loss_vfl_dn_0: 0.4482 (0.4509)  loss_vfl_dn_1: 0.3873 (0.3852)  loss_vfl_dn_2: 0.3683 (0.3694)  loss_vfl_dn_3: 0.3629 (0.3620)  loss_vfl_dn_4: 0.3603 (0.3594)  loss_vfl_dn_5: 0.3596 (0.3586)  time: 0.4619  data: 0.0140  max mem: 5654
Epoch: [47]  [6900/7393]  eta: 0:04:01  lr: 0.000010  loss: 15.2338 (15.7049)  loss_bbox: 0.1480 (0.1518)  loss_bbox_aux_0: 0.1637 (0.1650)  loss_bbox_aux_1: 0.1519 (0.1571)  loss_bbox_aux_2: 0.1441 (0.1541)  loss_bbox_aux_3: 0.1522 (0.1521)  loss_bbox_aux_4: 0.1478 (0.1518)  loss_bbox_aux_5: 0.1892 (0.2018)  loss_bbox_dn_0: 0.2543 (0.2648)  loss_bbox_dn_1: 0.1860 (0.1947)  loss_bbox_dn_2: 0.1664 (0.1743)  loss_bbox_dn_3: 0.1580 (0.1683)  loss_bbox_dn_4: 0.1563 (0.1670)  loss_bbox_dn_5: 0.1562 (0.1670)  loss_giou: 0.4016 (0.4694)  loss_giou_aux_0: 0.4050 (0.4930)  loss_giou_aux_1: 0.4080 (0.4791)  loss_giou_aux_2: 0.4131 (0.4738)  loss_giou_aux_3: 0.4106 (0.4704)  loss_giou_aux_4: 0.4061 (0.4693)  loss_giou_aux_5: 0.4675 (0.5578)  loss_giou_dn_0: 0.5363 (0.5744)  loss_giou_dn_1: 0.4364 (0.4672)  loss_giou_dn_2: 0.4063 (0.4366)  loss_giou_dn_3: 0.4001 (0.4283)  loss_giou_dn_4: 0.4001 (0.4263)  loss_giou_dn_5: 0.4004 (0.4265)  loss_vfl: 0.6667 (0.6702)  loss_vfl_aux_0: 0.7873 (0.7725)  loss_vfl_aux_1: 0.7559 (0.7258)  loss_vfl_aux_2: 0.7048 (0.6970)  loss_vfl_aux_3: 0.6777 (0.6826)  loss_vfl_aux_4: 0.6768 (0.6741)  loss_vfl_aux_5: 0.7911 (0.7554)  loss_vfl_dn_0: 0.4464 (0.4509)  loss_vfl_dn_1: 0.3782 (0.3852)  loss_vfl_dn_2: 0.3595 (0.3694)  loss_vfl_dn_3: 0.3514 (0.3620)  loss_vfl_dn_4: 0.3504 (0.3594)  loss_vfl_dn_5: 0.3491 (0.3587)  time: 0.4781  data: 0.0141  max mem: 5654
Epoch: [47]  [7000/7393]  eta: 0:03:12  lr: 0.000010  loss: 15.9404 (15.7070)  loss_bbox: 0.1406 (0.1518)  loss_bbox_aux_0: 0.1552 (0.1650)  loss_bbox_aux_1: 0.1412 (0.1571)  loss_bbox_aux_2: 0.1443 (0.1541)  loss_bbox_aux_3: 0.1405 (0.1521)  loss_bbox_aux_4: 0.1440 (0.1518)  loss_bbox_aux_5: 0.1943 (0.2018)  loss_bbox_dn_0: 0.2265 (0.2649)  loss_bbox_dn_1: 0.1596 (0.1947)  loss_bbox_dn_2: 0.1457 (0.1743)  loss_bbox_dn_3: 0.1412 (0.1683)  loss_bbox_dn_4: 0.1410 (0.1670)  loss_bbox_dn_5: 0.1412 (0.1670)  loss_giou: 0.4986 (0.4694)  loss_giou_aux_0: 0.5323 (0.4931)  loss_giou_aux_1: 0.5158 (0.4793)  loss_giou_aux_2: 0.5191 (0.4739)  loss_giou_aux_3: 0.5124 (0.4705)  loss_giou_aux_4: 0.5025 (0.4694)  loss_giou_aux_5: 0.5891 (0.5579)  loss_giou_dn_0: 0.6029 (0.5745)  loss_giou_dn_1: 0.5004 (0.4672)  loss_giou_dn_2: 0.4784 (0.4367)  loss_giou_dn_3: 0.4703 (0.4284)  loss_giou_dn_4: 0.4698 (0.4263)  loss_giou_dn_5: 0.4699 (0.4265)  loss_vfl: 0.6686 (0.6703)  loss_vfl_aux_0: 0.7233 (0.7725)  loss_vfl_aux_1: 0.6923 (0.7259)  loss_vfl_aux_2: 0.6972 (0.6971)  loss_vfl_aux_3: 0.6844 (0.6827)  loss_vfl_aux_4: 0.6677 (0.6742)  loss_vfl_aux_5: 0.7289 (0.7555)  loss_vfl_dn_0: 0.4484 (0.4509)  loss_vfl_dn_1: 0.3883 (0.3852)  loss_vfl_dn_2: 0.3738 (0.3694)  loss_vfl_dn_3: 0.3681 (0.3620)  loss_vfl_dn_4: 0.3691 (0.3594)  loss_vfl_dn_5: 0.3680 (0.3587)  time: 0.4765  data: 0.0140  max mem: 5654
Epoch: [47]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 15.5201 (15.7111)  loss_bbox: 0.1404 (0.1518)  loss_bbox_aux_0: 0.1559 (0.1650)  loss_bbox_aux_1: 0.1522 (0.1571)  loss_bbox_aux_2: 0.1548 (0.1542)  loss_bbox_aux_3: 0.1497 (0.1522)  loss_bbox_aux_4: 0.1474 (0.1518)  loss_bbox_aux_5: 0.1923 (0.2018)  loss_bbox_dn_0: 0.2454 (0.2649)  loss_bbox_dn_1: 0.1780 (0.1947)  loss_bbox_dn_2: 0.1544 (0.1743)  loss_bbox_dn_3: 0.1468 (0.1683)  loss_bbox_dn_4: 0.1448 (0.1670)  loss_bbox_dn_5: 0.1449 (0.1670)  loss_giou: 0.4614 (0.4698)  loss_giou_aux_0: 0.4827 (0.4934)  loss_giou_aux_1: 0.4719 (0.4796)  loss_giou_aux_2: 0.4680 (0.4742)  loss_giou_aux_3: 0.4588 (0.4708)  loss_giou_aux_4: 0.4641 (0.4698)  loss_giou_aux_5: 0.5469 (0.5582)  loss_giou_dn_0: 0.5850 (0.5747)  loss_giou_dn_1: 0.4649 (0.4675)  loss_giou_dn_2: 0.4404 (0.4369)  loss_giou_dn_3: 0.4308 (0.4286)  loss_giou_dn_4: 0.4291 (0.4265)  loss_giou_dn_5: 0.4293 (0.4267)  loss_vfl: 0.6535 (0.6704)  loss_vfl_aux_0: 0.7483 (0.7724)  loss_vfl_aux_1: 0.7209 (0.7258)  loss_vfl_aux_2: 0.6824 (0.6972)  loss_vfl_aux_3: 0.6640 (0.6828)  loss_vfl_aux_4: 0.6527 (0.6744)  loss_vfl_aux_5: 0.7544 (0.7555)  loss_vfl_dn_0: 0.4479 (0.4509)  loss_vfl_dn_1: 0.3849 (0.3852)  loss_vfl_dn_2: 0.3658 (0.3694)  loss_vfl_dn_3: 0.3599 (0.3621)  loss_vfl_dn_4: 0.3578 (0.3595)  loss_vfl_dn_5: 0.3560 (0.3587)  time: 0.4733  data: 0.0135  max mem: 5654
Epoch: [47]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.8324 (15.7118)  loss_bbox: 0.1502 (0.1519)  loss_bbox_aux_0: 0.1640 (0.1651)  loss_bbox_aux_1: 0.1474 (0.1572)  loss_bbox_aux_2: 0.1485 (0.1542)  loss_bbox_aux_3: 0.1419 (0.1522)  loss_bbox_aux_4: 0.1435 (0.1519)  loss_bbox_aux_5: 0.1942 (0.2018)  loss_bbox_dn_0: 0.2485 (0.2649)  loss_bbox_dn_1: 0.1842 (0.1948)  loss_bbox_dn_2: 0.1590 (0.1743)  loss_bbox_dn_3: 0.1501 (0.1684)  loss_bbox_dn_4: 0.1491 (0.1670)  loss_bbox_dn_5: 0.1491 (0.1670)  loss_giou: 0.4531 (0.4696)  loss_giou_aux_0: 0.4749 (0.4933)  loss_giou_aux_1: 0.4795 (0.4795)  loss_giou_aux_2: 0.4716 (0.4741)  loss_giou_aux_3: 0.4669 (0.4707)  loss_giou_aux_4: 0.4568 (0.4697)  loss_giou_aux_5: 0.5441 (0.5580)  loss_giou_dn_0: 0.5794 (0.5747)  loss_giou_dn_1: 0.4734 (0.4674)  loss_giou_dn_2: 0.4396 (0.4368)  loss_giou_dn_3: 0.4276 (0.4285)  loss_giou_dn_4: 0.4260 (0.4265)  loss_giou_dn_5: 0.4262 (0.4267)  loss_vfl: 0.6823 (0.6706)  loss_vfl_aux_0: 0.7983 (0.7726)  loss_vfl_aux_1: 0.7349 (0.7259)  loss_vfl_aux_2: 0.7203 (0.6973)  loss_vfl_aux_3: 0.7080 (0.6829)  loss_vfl_aux_4: 0.6817 (0.6745)  loss_vfl_aux_5: 0.7860 (0.7557)  loss_vfl_dn_0: 0.4434 (0.4509)  loss_vfl_dn_1: 0.3880 (0.3853)  loss_vfl_dn_2: 0.3704 (0.3695)  loss_vfl_dn_3: 0.3600 (0.3621)  loss_vfl_dn_4: 0.3582 (0.3595)  loss_vfl_dn_5: 0.3572 (0.3588)  time: 0.4941  data: 0.0139  max mem: 5654
Epoch: [47]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.3820 (15.7127)  loss_bbox: 0.1473 (0.1519)  loss_bbox_aux_0: 0.1559 (0.1651)  loss_bbox_aux_1: 0.1480 (0.1572)  loss_bbox_aux_2: 0.1492 (0.1542)  loss_bbox_aux_3: 0.1474 (0.1522)  loss_bbox_aux_4: 0.1459 (0.1519)  loss_bbox_aux_5: 0.2032 (0.2018)  loss_bbox_dn_0: 0.2330 (0.2648)  loss_bbox_dn_1: 0.1706 (0.1947)  loss_bbox_dn_2: 0.1509 (0.1743)  loss_bbox_dn_3: 0.1436 (0.1683)  loss_bbox_dn_4: 0.1395 (0.1670)  loss_bbox_dn_5: 0.1395 (0.1670)  loss_giou: 0.4425 (0.4699)  loss_giou_aux_0: 0.4637 (0.4935)  loss_giou_aux_1: 0.4464 (0.4797)  loss_giou_aux_2: 0.4473 (0.4743)  loss_giou_aux_3: 0.4435 (0.4709)  loss_giou_aux_4: 0.4557 (0.4699)  loss_giou_aux_5: 0.5299 (0.5583)  loss_giou_dn_0: 0.5598 (0.5747)  loss_giou_dn_1: 0.4665 (0.4675)  loss_giou_dn_2: 0.4336 (0.4369)  loss_giou_dn_3: 0.4181 (0.4286)  loss_giou_dn_4: 0.4129 (0.4266)  loss_giou_dn_5: 0.4131 (0.4268)  loss_vfl: 0.6597 (0.6705)  loss_vfl_aux_0: 0.7542 (0.7724)  loss_vfl_aux_1: 0.7082 (0.7257)  loss_vfl_aux_2: 0.6821 (0.6973)  loss_vfl_aux_3: 0.6829 (0.6828)  loss_vfl_aux_4: 0.6592 (0.6744)  loss_vfl_aux_5: 0.7377 (0.7555)  loss_vfl_dn_0: 0.4503 (0.4509)  loss_vfl_dn_1: 0.3861 (0.3853)  loss_vfl_dn_2: 0.3691 (0.3695)  loss_vfl_dn_3: 0.3626 (0.3621)  loss_vfl_dn_4: 0.3588 (0.3595)  loss_vfl_dn_5: 0.3586 (0.3588)  time: 0.4949  data: 0.0148  max mem: 5654
Epoch: [47]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.4793 (15.7128)  loss_bbox: 0.1457 (0.1519)  loss_bbox_aux_0: 0.1574 (0.1651)  loss_bbox_aux_1: 0.1504 (0.1572)  loss_bbox_aux_2: 0.1497 (0.1542)  loss_bbox_aux_3: 0.1459 (0.1522)  loss_bbox_aux_4: 0.1476 (0.1519)  loss_bbox_aux_5: 0.1870 (0.2019)  loss_bbox_dn_0: 0.2619 (0.2648)  loss_bbox_dn_1: 0.1996 (0.1947)  loss_bbox_dn_2: 0.1803 (0.1742)  loss_bbox_dn_3: 0.1764 (0.1683)  loss_bbox_dn_4: 0.1744 (0.1669)  loss_bbox_dn_5: 0.1745 (0.1669)  loss_giou: 0.4724 (0.4699)  loss_giou_aux_0: 0.4786 (0.4936)  loss_giou_aux_1: 0.4619 (0.4798)  loss_giou_aux_2: 0.4669 (0.4744)  loss_giou_aux_3: 0.4681 (0.4710)  loss_giou_aux_4: 0.4642 (0.4699)  loss_giou_aux_5: 0.5393 (0.5583)  loss_giou_dn_0: 0.5788 (0.5747)  loss_giou_dn_1: 0.4638 (0.4674)  loss_giou_dn_2: 0.4340 (0.4368)  loss_giou_dn_3: 0.4259 (0.4286)  loss_giou_dn_4: 0.4241 (0.4265)  loss_giou_dn_5: 0.4246 (0.4267)  loss_vfl: 0.6482 (0.6706)  loss_vfl_aux_0: 0.7169 (0.7723)  loss_vfl_aux_1: 0.7166 (0.7258)  loss_vfl_aux_2: 0.6891 (0.6974)  loss_vfl_aux_3: 0.6833 (0.6829)  loss_vfl_aux_4: 0.6643 (0.6745)  loss_vfl_aux_5: 0.7147 (0.7556)  loss_vfl_dn_0: 0.4481 (0.4509)  loss_vfl_dn_1: 0.3832 (0.3853)  loss_vfl_dn_2: 0.3672 (0.3695)  loss_vfl_dn_3: 0.3602 (0.3621)  loss_vfl_dn_4: 0.3579 (0.3595)  loss_vfl_dn_5: 0.3565 (0.3588)  time: 0.4802  data: 0.0138  max mem: 5654
Epoch: [47] Total time: 1:00:24 (0.4903 s / it)
Averaged stats: lr: 0.000010  loss: 15.4793 (15.7128)  loss_bbox: 0.1457 (0.1519)  loss_bbox_aux_0: 0.1574 (0.1651)  loss_bbox_aux_1: 0.1504 (0.1572)  loss_bbox_aux_2: 0.1497 (0.1542)  loss_bbox_aux_3: 0.1459 (0.1522)  loss_bbox_aux_4: 0.1476 (0.1519)  loss_bbox_aux_5: 0.1870 (0.2019)  loss_bbox_dn_0: 0.2619 (0.2648)  loss_bbox_dn_1: 0.1996 (0.1947)  loss_bbox_dn_2: 0.1803 (0.1742)  loss_bbox_dn_3: 0.1764 (0.1683)  loss_bbox_dn_4: 0.1744 (0.1669)  loss_bbox_dn_5: 0.1745 (0.1669)  loss_giou: 0.4724 (0.4699)  loss_giou_aux_0: 0.4786 (0.4936)  loss_giou_aux_1: 0.4619 (0.4798)  loss_giou_aux_2: 0.4669 (0.4744)  loss_giou_aux_3: 0.4681 (0.4710)  loss_giou_aux_4: 0.4642 (0.4699)  loss_giou_aux_5: 0.5393 (0.5583)  loss_giou_dn_0: 0.5788 (0.5747)  loss_giou_dn_1: 0.4638 (0.4674)  loss_giou_dn_2: 0.4340 (0.4368)  loss_giou_dn_3: 0.4259 (0.4286)  loss_giou_dn_4: 0.4241 (0.4265)  loss_giou_dn_5: 0.4246 (0.4267)  loss_vfl: 0.6482 (0.6706)  loss_vfl_aux_0: 0.7169 (0.7723)  loss_vfl_aux_1: 0.7166 (0.7258)  loss_vfl_aux_2: 0.6891 (0.6974)  loss_vfl_aux_3: 0.6833 (0.6829)  loss_vfl_aux_4: 0.6643 (0.6745)  loss_vfl_aux_5: 0.7147 (0.7556)  loss_vfl_dn_0: 0.4481 (0.4509)  loss_vfl_dn_1: 0.3832 (0.3853)  loss_vfl_dn_2: 0.3672 (0.3695)  loss_vfl_dn_3: 0.3602 (0.3621)  loss_vfl_dn_4: 0.3579 (0.3595)  loss_vfl_dn_5: 0.3565 (0.3588)
Test:  [  0/157]  eta: 0:04:22    time: 1.6744  data: 1.2569  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5162  data: 0.1357  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3944  data: 0.0250  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3886  data: 0.0269  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3937  data: 0.0270  max mem: 5654
Test:  [ 50/157]  eta: 0:00:45    time: 0.4065  data: 0.0274  max mem: 5654
Test:  [ 60/157]  eta: 0:00:50    time: 0.7134  data: 0.0278  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.6974  data: 0.0278  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3918  data: 0.0274  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.4054  data: 0.0272  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3976  data: 0.0268  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3975  data: 0.0261  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3980  data: 0.0269  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3908  data: 0.0272  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3868  data: 0.0267  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3736  data: 0.0266  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3625  data: 0.0259  max mem: 5654
Test: Total time: 0:01:09 (0.4422 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=34.05s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.527
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.707
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.570
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.350
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.571
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.706
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.389
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.653
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.720
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.555
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.767
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.884
best_stat:  {'epoch': 47, 'coco_eval_bbox': 0.5272622429737673}
Epoch: [48]  [   0/7393]  eta: 7:21:52  lr: 0.000010  loss: 17.2048 (17.2048)  loss_bbox: 0.1502 (0.1502)  loss_bbox_aux_0: 0.1564 (0.1564)  loss_bbox_aux_1: 0.1578 (0.1578)  loss_bbox_aux_2: 0.1535 (0.1535)  loss_bbox_aux_3: 0.1536 (0.1536)  loss_bbox_aux_4: 0.1495 (0.1495)  loss_bbox_aux_5: 0.1821 (0.1821)  loss_bbox_dn_0: 0.1844 (0.1844)  loss_bbox_dn_1: 0.1363 (0.1363)  loss_bbox_dn_2: 0.1244 (0.1244)  loss_bbox_dn_3: 0.1220 (0.1220)  loss_bbox_dn_4: 0.1208 (0.1208)  loss_bbox_dn_5: 0.1209 (0.1209)  loss_giou: 0.7185 (0.7185)  loss_giou_aux_0: 0.7302 (0.7302)  loss_giou_aux_1: 0.7306 (0.7306)  loss_giou_aux_2: 0.7203 (0.7203)  loss_giou_aux_3: 0.7308 (0.7308)  loss_giou_aux_4: 0.7167 (0.7167)  loss_giou_aux_5: 0.7879 (0.7879)  loss_giou_dn_0: 0.6833 (0.6833)  loss_giou_dn_1: 0.5747 (0.5747)  loss_giou_dn_2: 0.5535 (0.5535)  loss_giou_dn_3: 0.5456 (0.5456)  loss_giou_dn_4: 0.5434 (0.5434)  loss_giou_dn_5: 0.5436 (0.5436)  loss_vfl: 0.5936 (0.5936)  loss_vfl_aux_0: 0.7122 (0.7122)  loss_vfl_aux_1: 0.6376 (0.6376)  loss_vfl_aux_2: 0.6152 (0.6152)  loss_vfl_aux_3: 0.5853 (0.5853)  loss_vfl_aux_4: 0.6187 (0.6187)  loss_vfl_aux_5: 0.6798 (0.6798)  loss_vfl_dn_0: 0.4304 (0.4304)  loss_vfl_dn_1: 0.3842 (0.3842)  loss_vfl_dn_2: 0.3673 (0.3673)  loss_vfl_dn_3: 0.3643 (0.3643)  loss_vfl_dn_4: 0.3617 (0.3617)  loss_vfl_dn_5: 0.3633 (0.3633)  time: 3.5862  data: 3.0474  max mem: 5654
Epoch: [48]  [ 100/7393]  eta: 1:02:50  lr: 0.000010  loss: 15.4579 (15.7839)  loss_bbox: 0.1477 (0.1559)  loss_bbox_aux_0: 0.1507 (0.1682)  loss_bbox_aux_1: 0.1512 (0.1613)  loss_bbox_aux_2: 0.1492 (0.1570)  loss_bbox_aux_3: 0.1449 (0.1561)  loss_bbox_aux_4: 0.1477 (0.1562)  loss_bbox_aux_5: 0.1942 (0.2063)  loss_bbox_dn_0: 0.2552 (0.2673)  loss_bbox_dn_1: 0.1828 (0.1958)  loss_bbox_dn_2: 0.1624 (0.1754)  loss_bbox_dn_3: 0.1596 (0.1694)  loss_bbox_dn_4: 0.1601 (0.1681)  loss_bbox_dn_5: 0.1601 (0.1681)  loss_giou: 0.4271 (0.4792)  loss_giou_aux_0: 0.4408 (0.5033)  loss_giou_aux_1: 0.4278 (0.4909)  loss_giou_aux_2: 0.4314 (0.4855)  loss_giou_aux_3: 0.4241 (0.4807)  loss_giou_aux_4: 0.4244 (0.4795)  loss_giou_aux_5: 0.5051 (0.5651)  loss_giou_dn_0: 0.5457 (0.5750)  loss_giou_dn_1: 0.4390 (0.4680)  loss_giou_dn_2: 0.4132 (0.4384)  loss_giou_dn_3: 0.4030 (0.4307)  loss_giou_dn_4: 0.4004 (0.4289)  loss_giou_dn_5: 0.4004 (0.4290)  loss_vfl: 0.6684 (0.6659)  loss_vfl_aux_0: 0.7564 (0.7675)  loss_vfl_aux_1: 0.6894 (0.7148)  loss_vfl_aux_2: 0.6797 (0.6914)  loss_vfl_aux_3: 0.6683 (0.6786)  loss_vfl_aux_4: 0.6637 (0.6677)  loss_vfl_aux_5: 0.7493 (0.7599)  loss_vfl_dn_0: 0.4487 (0.4509)  loss_vfl_dn_1: 0.3810 (0.3835)  loss_vfl_dn_2: 0.3675 (0.3678)  loss_vfl_dn_3: 0.3621 (0.3608)  loss_vfl_dn_4: 0.3607 (0.3582)  loss_vfl_dn_5: 0.3593 (0.3574)  time: 0.4742  data: 0.0146  max mem: 5654
Epoch: [48]  [ 200/7393]  eta: 1:03:48  lr: 0.000010  loss: 15.8450 (15.7527)  loss_bbox: 0.1561 (0.1521)  loss_bbox_aux_0: 0.1745 (0.1652)  loss_bbox_aux_1: 0.1580 (0.1580)  loss_bbox_aux_2: 0.1549 (0.1546)  loss_bbox_aux_3: 0.1528 (0.1521)  loss_bbox_aux_4: 0.1564 (0.1524)  loss_bbox_aux_5: 0.2000 (0.2009)  loss_bbox_dn_0: 0.2669 (0.2599)  loss_bbox_dn_1: 0.1972 (0.1913)  loss_bbox_dn_2: 0.1782 (0.1716)  loss_bbox_dn_3: 0.1703 (0.1659)  loss_bbox_dn_4: 0.1675 (0.1646)  loss_bbox_dn_5: 0.1675 (0.1646)  loss_giou: 0.4627 (0.4804)  loss_giou_aux_0: 0.4883 (0.5051)  loss_giou_aux_1: 0.4693 (0.4917)  loss_giou_aux_2: 0.4609 (0.4862)  loss_giou_aux_3: 0.4607 (0.4814)  loss_giou_aux_4: 0.4633 (0.4806)  loss_giou_aux_5: 0.5536 (0.5671)  loss_giou_dn_0: 0.5634 (0.5779)  loss_giou_dn_1: 0.4619 (0.4714)  loss_giou_dn_2: 0.4407 (0.4417)  loss_giou_dn_3: 0.4343 (0.4339)  loss_giou_dn_4: 0.4308 (0.4321)  loss_giou_dn_5: 0.4310 (0.4323)  loss_vfl: 0.6608 (0.6640)  loss_vfl_aux_0: 0.7720 (0.7648)  loss_vfl_aux_1: 0.7094 (0.7125)  loss_vfl_aux_2: 0.6774 (0.6877)  loss_vfl_aux_3: 0.6650 (0.6780)  loss_vfl_aux_4: 0.6658 (0.6669)  loss_vfl_aux_5: 0.7423 (0.7560)  loss_vfl_dn_0: 0.4489 (0.4515)  loss_vfl_dn_1: 0.3887 (0.3855)  loss_vfl_dn_2: 0.3693 (0.3696)  loss_vfl_dn_3: 0.3614 (0.3625)  loss_vfl_dn_4: 0.3599 (0.3598)  loss_vfl_dn_5: 0.3589 (0.3589)  time: 0.4721  data: 0.0147  max mem: 5654
Epoch: [48]  [ 300/7393]  eta: 1:01:13  lr: 0.000010  loss: 15.6654 (15.7225)  loss_bbox: 0.1589 (0.1517)  loss_bbox_aux_0: 0.1615 (0.1647)  loss_bbox_aux_1: 0.1627 (0.1570)  loss_bbox_aux_2: 0.1595 (0.1540)  loss_bbox_aux_3: 0.1580 (0.1516)  loss_bbox_aux_4: 0.1578 (0.1519)  loss_bbox_aux_5: 0.1914 (0.2009)  loss_bbox_dn_0: 0.2717 (0.2600)  loss_bbox_dn_1: 0.1826 (0.1908)  loss_bbox_dn_2: 0.1594 (0.1707)  loss_bbox_dn_3: 0.1556 (0.1649)  loss_bbox_dn_4: 0.1533 (0.1636)  loss_bbox_dn_5: 0.1533 (0.1636)  loss_giou: 0.4561 (0.4797)  loss_giou_aux_0: 0.4888 (0.5039)  loss_giou_aux_1: 0.4660 (0.4900)  loss_giou_aux_2: 0.4600 (0.4846)  loss_giou_aux_3: 0.4553 (0.4804)  loss_giou_aux_4: 0.4595 (0.4796)  loss_giou_aux_5: 0.5479 (0.5665)  loss_giou_dn_0: 0.5795 (0.5790)  loss_giou_dn_1: 0.4627 (0.4722)  loss_giou_dn_2: 0.4300 (0.4419)  loss_giou_dn_3: 0.4195 (0.4340)  loss_giou_dn_4: 0.4172 (0.4321)  loss_giou_dn_5: 0.4173 (0.4323)  loss_vfl: 0.6708 (0.6624)  loss_vfl_aux_0: 0.7735 (0.7614)  loss_vfl_aux_1: 0.7092 (0.7119)  loss_vfl_aux_2: 0.6919 (0.6869)  loss_vfl_aux_3: 0.6741 (0.6757)  loss_vfl_aux_4: 0.6683 (0.6661)  loss_vfl_aux_5: 0.7468 (0.7507)  loss_vfl_dn_0: 0.4448 (0.4503)  loss_vfl_dn_1: 0.3845 (0.3848)  loss_vfl_dn_2: 0.3760 (0.3694)  loss_vfl_dn_3: 0.3714 (0.3624)  loss_vfl_dn_4: 0.3690 (0.3598)  loss_vfl_dn_5: 0.3661 (0.3589)  time: 0.4854  data: 0.0147  max mem: 5654
Epoch: [48]  [ 400/7393]  eta: 0:59:11  lr: 0.000010  loss: 15.0787 (15.6602)  loss_bbox: 0.1432 (0.1507)  loss_bbox_aux_0: 0.1581 (0.1632)  loss_bbox_aux_1: 0.1510 (0.1564)  loss_bbox_aux_2: 0.1434 (0.1530)  loss_bbox_aux_3: 0.1450 (0.1505)  loss_bbox_aux_4: 0.1473 (0.1508)  loss_bbox_aux_5: 0.1881 (0.2001)  loss_bbox_dn_0: 0.2307 (0.2591)  loss_bbox_dn_1: 0.1619 (0.1898)  loss_bbox_dn_2: 0.1480 (0.1699)  loss_bbox_dn_3: 0.1416 (0.1641)  loss_bbox_dn_4: 0.1418 (0.1628)  loss_bbox_dn_5: 0.1419 (0.1628)  loss_giou: 0.4325 (0.4746)  loss_giou_aux_0: 0.4554 (0.4986)  loss_giou_aux_1: 0.4539 (0.4856)  loss_giou_aux_2: 0.4424 (0.4795)  loss_giou_aux_3: 0.4330 (0.4755)  loss_giou_aux_4: 0.4324 (0.4746)  loss_giou_aux_5: 0.5266 (0.5618)  loss_giou_dn_0: 0.5391 (0.5760)  loss_giou_dn_1: 0.4269 (0.4688)  loss_giou_dn_2: 0.4010 (0.4385)  loss_giou_dn_3: 0.3928 (0.4306)  loss_giou_dn_4: 0.3922 (0.4286)  loss_giou_dn_5: 0.3929 (0.4288)  loss_vfl: 0.6534 (0.6630)  loss_vfl_aux_0: 0.7479 (0.7634)  loss_vfl_aux_1: 0.7000 (0.7123)  loss_vfl_aux_2: 0.6681 (0.6887)  loss_vfl_aux_3: 0.6671 (0.6773)  loss_vfl_aux_4: 0.6505 (0.6673)  loss_vfl_aux_5: 0.7639 (0.7501)  loss_vfl_dn_0: 0.4528 (0.4503)  loss_vfl_dn_1: 0.3843 (0.3845)  loss_vfl_dn_2: 0.3675 (0.3690)  loss_vfl_dn_3: 0.3593 (0.3620)  loss_vfl_dn_4: 0.3577 (0.3593)  loss_vfl_dn_5: 0.3559 (0.3584)  time: 0.4740  data: 0.0146  max mem: 5654
Epoch: [48]  [ 500/7393]  eta: 0:57:41  lr: 0.000010  loss: 16.0706 (15.6597)  loss_bbox: 0.1407 (0.1509)  loss_bbox_aux_0: 0.1672 (0.1630)  loss_bbox_aux_1: 0.1533 (0.1566)  loss_bbox_aux_2: 0.1509 (0.1532)  loss_bbox_aux_3: 0.1430 (0.1506)  loss_bbox_aux_4: 0.1423 (0.1511)  loss_bbox_aux_5: 0.2046 (0.2002)  loss_bbox_dn_0: 0.2203 (0.2584)  loss_bbox_dn_1: 0.1733 (0.1895)  loss_bbox_dn_2: 0.1514 (0.1697)  loss_bbox_dn_3: 0.1473 (0.1640)  loss_bbox_dn_4: 0.1470 (0.1627)  loss_bbox_dn_5: 0.1472 (0.1627)  loss_giou: 0.4576 (0.4761)  loss_giou_aux_0: 0.4859 (0.4992)  loss_giou_aux_1: 0.4790 (0.4870)  loss_giou_aux_2: 0.4534 (0.4809)  loss_giou_aux_3: 0.4663 (0.4768)  loss_giou_aux_4: 0.4573 (0.4760)  loss_giou_aux_5: 0.5460 (0.5627)  loss_giou_dn_0: 0.5864 (0.5757)  loss_giou_dn_1: 0.4751 (0.4682)  loss_giou_dn_2: 0.4488 (0.4380)  loss_giou_dn_3: 0.4407 (0.4301)  loss_giou_dn_4: 0.4376 (0.4282)  loss_giou_dn_5: 0.4381 (0.4284)  loss_vfl: 0.6631 (0.6623)  loss_vfl_aux_0: 0.7491 (0.7635)  loss_vfl_aux_1: 0.7111 (0.7118)  loss_vfl_aux_2: 0.6907 (0.6877)  loss_vfl_aux_3: 0.6628 (0.6762)  loss_vfl_aux_4: 0.6710 (0.6665)  loss_vfl_aux_5: 0.7201 (0.7498)  loss_vfl_dn_0: 0.4499 (0.4501)  loss_vfl_dn_1: 0.3877 (0.3842)  loss_vfl_dn_2: 0.3724 (0.3687)  loss_vfl_dn_3: 0.3660 (0.3618)  loss_vfl_dn_4: 0.3634 (0.3591)  loss_vfl_dn_5: 0.3636 (0.3582)  time: 0.4801  data: 0.0147  max mem: 5654
Epoch: [48]  [ 600/7393]  eta: 0:56:28  lr: 0.000010  loss: 15.6692 (15.6523)  loss_bbox: 0.1285 (0.1500)  loss_bbox_aux_0: 0.1348 (0.1624)  loss_bbox_aux_1: 0.1334 (0.1557)  loss_bbox_aux_2: 0.1318 (0.1525)  loss_bbox_aux_3: 0.1311 (0.1501)  loss_bbox_aux_4: 0.1281 (0.1503)  loss_bbox_aux_5: 0.1759 (0.1997)  loss_bbox_dn_0: 0.2435 (0.2575)  loss_bbox_dn_1: 0.1748 (0.1886)  loss_bbox_dn_2: 0.1593 (0.1688)  loss_bbox_dn_3: 0.1514 (0.1630)  loss_bbox_dn_4: 0.1482 (0.1617)  loss_bbox_dn_5: 0.1482 (0.1617)  loss_giou: 0.4700 (0.4751)  loss_giou_aux_0: 0.4912 (0.4984)  loss_giou_aux_1: 0.4765 (0.4859)  loss_giou_aux_2: 0.4768 (0.4802)  loss_giou_aux_3: 0.4751 (0.4762)  loss_giou_aux_4: 0.4733 (0.4752)  loss_giou_aux_5: 0.5460 (0.5626)  loss_giou_dn_0: 0.5765 (0.5749)  loss_giou_dn_1: 0.4711 (0.4674)  loss_giou_dn_2: 0.4313 (0.4370)  loss_giou_dn_3: 0.4231 (0.4290)  loss_giou_dn_4: 0.4209 (0.4270)  loss_giou_dn_5: 0.4212 (0.4272)  loss_vfl: 0.6794 (0.6648)  loss_vfl_aux_0: 0.7735 (0.7657)  loss_vfl_aux_1: 0.7152 (0.7154)  loss_vfl_aux_2: 0.6924 (0.6900)  loss_vfl_aux_3: 0.6920 (0.6781)  loss_vfl_aux_4: 0.6796 (0.6687)  loss_vfl_aux_5: 0.7339 (0.7505)  loss_vfl_dn_0: 0.4455 (0.4503)  loss_vfl_dn_1: 0.3897 (0.3841)  loss_vfl_dn_2: 0.3759 (0.3684)  loss_vfl_dn_3: 0.3707 (0.3614)  loss_vfl_dn_4: 0.3669 (0.3587)  loss_vfl_dn_5: 0.3655 (0.3579)  time: 0.4845  data: 0.0151  max mem: 5654
Epoch: [48]  [ 700/7393]  eta: 0:55:26  lr: 0.000010  loss: 15.6800 (15.6719)  loss_bbox: 0.1491 (0.1498)  loss_bbox_aux_0: 0.1624 (0.1620)  loss_bbox_aux_1: 0.1610 (0.1555)  loss_bbox_aux_2: 0.1526 (0.1523)  loss_bbox_aux_3: 0.1469 (0.1499)  loss_bbox_aux_4: 0.1516 (0.1500)  loss_bbox_aux_5: 0.2012 (0.1994)  loss_bbox_dn_0: 0.2773 (0.2569)  loss_bbox_dn_1: 0.2021 (0.1882)  loss_bbox_dn_2: 0.1714 (0.1684)  loss_bbox_dn_3: 0.1672 (0.1627)  loss_bbox_dn_4: 0.1633 (0.1613)  loss_bbox_dn_5: 0.1633 (0.1614)  loss_giou: 0.4242 (0.4757)  loss_giou_aux_0: 0.4610 (0.4992)  loss_giou_aux_1: 0.4474 (0.4869)  loss_giou_aux_2: 0.4404 (0.4811)  loss_giou_aux_3: 0.4387 (0.4771)  loss_giou_aux_4: 0.4250 (0.4759)  loss_giou_aux_5: 0.5258 (0.5641)  loss_giou_dn_0: 0.5781 (0.5766)  loss_giou_dn_1: 0.4778 (0.4693)  loss_giou_dn_2: 0.4427 (0.4388)  loss_giou_dn_3: 0.4359 (0.4307)  loss_giou_dn_4: 0.4343 (0.4288)  loss_giou_dn_5: 0.4344 (0.4290)  loss_vfl: 0.6368 (0.6658)  loss_vfl_aux_0: 0.7777 (0.7662)  loss_vfl_aux_1: 0.7189 (0.7157)  loss_vfl_aux_2: 0.6680 (0.6908)  loss_vfl_aux_3: 0.6627 (0.6788)  loss_vfl_aux_4: 0.6480 (0.6697)  loss_vfl_aux_5: 0.7888 (0.7501)  loss_vfl_dn_0: 0.4520 (0.4504)  loss_vfl_dn_1: 0.3897 (0.3847)  loss_vfl_dn_2: 0.3722 (0.3690)  loss_vfl_dn_3: 0.3685 (0.3619)  loss_vfl_dn_4: 0.3665 (0.3593)  loss_vfl_dn_5: 0.3659 (0.3585)  time: 0.4802  data: 0.0146  max mem: 5654
Epoch: [48]  [ 800/7393]  eta: 0:54:24  lr: 0.000010  loss: 15.4564 (15.6760)  loss_bbox: 0.1423 (0.1498)  loss_bbox_aux_0: 0.1608 (0.1620)  loss_bbox_aux_1: 0.1577 (0.1556)  loss_bbox_aux_2: 0.1522 (0.1523)  loss_bbox_aux_3: 0.1441 (0.1500)  loss_bbox_aux_4: 0.1426 (0.1501)  loss_bbox_aux_5: 0.1957 (0.1998)  loss_bbox_dn_0: 0.2492 (0.2580)  loss_bbox_dn_1: 0.1928 (0.1889)  loss_bbox_dn_2: 0.1693 (0.1689)  loss_bbox_dn_3: 0.1639 (0.1632)  loss_bbox_dn_4: 0.1626 (0.1619)  loss_bbox_dn_5: 0.1626 (0.1619)  loss_giou: 0.4383 (0.4749)  loss_giou_aux_0: 0.4744 (0.4986)  loss_giou_aux_1: 0.4621 (0.4861)  loss_giou_aux_2: 0.4578 (0.4804)  loss_giou_aux_3: 0.4479 (0.4765)  loss_giou_aux_4: 0.4455 (0.4752)  loss_giou_aux_5: 0.5396 (0.5639)  loss_giou_dn_0: 0.5430 (0.5768)  loss_giou_dn_1: 0.4378 (0.4691)  loss_giou_dn_2: 0.4033 (0.4386)  loss_giou_dn_3: 0.3981 (0.4306)  loss_giou_dn_4: 0.3963 (0.4286)  loss_giou_dn_5: 0.3964 (0.4288)  loss_vfl: 0.6636 (0.6663)  loss_vfl_aux_0: 0.7722 (0.7678)  loss_vfl_aux_1: 0.7108 (0.7167)  loss_vfl_aux_2: 0.6842 (0.6912)  loss_vfl_aux_3: 0.6798 (0.6790)  loss_vfl_aux_4: 0.6719 (0.6702)  loss_vfl_aux_5: 0.7401 (0.7517)  loss_vfl_dn_0: 0.4448 (0.4503)  loss_vfl_dn_1: 0.3782 (0.3845)  loss_vfl_dn_2: 0.3624 (0.3688)  loss_vfl_dn_3: 0.3542 (0.3617)  loss_vfl_dn_4: 0.3505 (0.3591)  loss_vfl_dn_5: 0.3504 (0.3583)  time: 0.4866  data: 0.0146  max mem: 5654
Epoch: [48]  [ 900/7393]  eta: 0:53:28  lr: 0.000010  loss: 16.1064 (15.6811)  loss_bbox: 0.1462 (0.1504)  loss_bbox_aux_0: 0.1567 (0.1628)  loss_bbox_aux_1: 0.1571 (0.1563)  loss_bbox_aux_2: 0.1563 (0.1530)  loss_bbox_aux_3: 0.1528 (0.1507)  loss_bbox_aux_4: 0.1480 (0.1507)  loss_bbox_aux_5: 0.1879 (0.2001)  loss_bbox_dn_0: 0.2220 (0.2584)  loss_bbox_dn_1: 0.1572 (0.1891)  loss_bbox_dn_2: 0.1437 (0.1692)  loss_bbox_dn_3: 0.1417 (0.1635)  loss_bbox_dn_4: 0.1426 (0.1621)  loss_bbox_dn_5: 0.1426 (0.1622)  loss_giou: 0.5198 (0.4745)  loss_giou_aux_0: 0.5149 (0.4981)  loss_giou_aux_1: 0.5018 (0.4858)  loss_giou_aux_2: 0.5095 (0.4802)  loss_giou_aux_3: 0.5147 (0.4762)  loss_giou_aux_4: 0.5171 (0.4749)  loss_giou_aux_5: 0.5945 (0.5633)  loss_giou_dn_0: 0.5929 (0.5762)  loss_giou_dn_1: 0.4782 (0.4685)  loss_giou_dn_2: 0.4388 (0.4381)  loss_giou_dn_3: 0.4288 (0.4300)  loss_giou_dn_4: 0.4272 (0.4280)  loss_giou_dn_5: 0.4273 (0.4282)  loss_vfl: 0.6908 (0.6675)  loss_vfl_aux_0: 0.7419 (0.7680)  loss_vfl_aux_1: 0.7028 (0.7173)  loss_vfl_aux_2: 0.6837 (0.6917)  loss_vfl_aux_3: 0.7097 (0.6799)  loss_vfl_aux_4: 0.7013 (0.6712)  loss_vfl_aux_5: 0.7364 (0.7521)  loss_vfl_dn_0: 0.4520 (0.4503)  loss_vfl_dn_1: 0.3909 (0.3845)  loss_vfl_dn_2: 0.3720 (0.3689)  loss_vfl_dn_3: 0.3634 (0.3618)  loss_vfl_dn_4: 0.3612 (0.3592)  loss_vfl_dn_5: 0.3612 (0.3584)  time: 0.4912  data: 0.0141  max mem: 5654
Epoch: [48]  [1000/7393]  eta: 0:52:32  lr: 0.000010  loss: 15.7124 (15.6634)  loss_bbox: 0.1382 (0.1502)  loss_bbox_aux_0: 0.1556 (0.1628)  loss_bbox_aux_1: 0.1387 (0.1560)  loss_bbox_aux_2: 0.1321 (0.1527)  loss_bbox_aux_3: 0.1370 (0.1505)  loss_bbox_aux_4: 0.1381 (0.1504)  loss_bbox_aux_5: 0.1812 (0.2001)  loss_bbox_dn_0: 0.2371 (0.2586)  loss_bbox_dn_1: 0.1690 (0.1892)  loss_bbox_dn_2: 0.1582 (0.1692)  loss_bbox_dn_3: 0.1517 (0.1635)  loss_bbox_dn_4: 0.1552 (0.1621)  loss_bbox_dn_5: 0.1552 (0.1622)  loss_giou: 0.4925 (0.4735)  loss_giou_aux_0: 0.5269 (0.4971)  loss_giou_aux_1: 0.4937 (0.4847)  loss_giou_aux_2: 0.4980 (0.4791)  loss_giou_aux_3: 0.4991 (0.4752)  loss_giou_aux_4: 0.4928 (0.4738)  loss_giou_aux_5: 0.5853 (0.5622)  loss_giou_dn_0: 0.5935 (0.5752)  loss_giou_dn_1: 0.4994 (0.4675)  loss_giou_dn_2: 0.4655 (0.4372)  loss_giou_dn_3: 0.4605 (0.4291)  loss_giou_dn_4: 0.4583 (0.4271)  loss_giou_dn_5: 0.4588 (0.4273)  loss_vfl: 0.6304 (0.6667)  loss_vfl_aux_0: 0.7335 (0.7677)  loss_vfl_aux_1: 0.7125 (0.7172)  loss_vfl_aux_2: 0.6621 (0.6916)  loss_vfl_aux_3: 0.6468 (0.6790)  loss_vfl_aux_4: 0.6411 (0.6704)  loss_vfl_aux_5: 0.7145 (0.7518)  loss_vfl_dn_0: 0.4424 (0.4504)  loss_vfl_dn_1: 0.3824 (0.3844)  loss_vfl_dn_2: 0.3730 (0.3687)  loss_vfl_dn_3: 0.3631 (0.3615)  loss_vfl_dn_4: 0.3630 (0.3590)  loss_vfl_dn_5: 0.3610 (0.3582)  time: 0.4899  data: 0.0146  max mem: 5654
Epoch: [48]  [1100/7393]  eta: 0:51:35  lr: 0.000010  loss: 15.9974 (15.6572)  loss_bbox: 0.1445 (0.1505)  loss_bbox_aux_0: 0.1615 (0.1631)  loss_bbox_aux_1: 0.1518 (0.1561)  loss_bbox_aux_2: 0.1558 (0.1528)  loss_bbox_aux_3: 0.1534 (0.1506)  loss_bbox_aux_4: 0.1429 (0.1506)  loss_bbox_aux_5: 0.2064 (0.2002)  loss_bbox_dn_0: 0.2822 (0.2598)  loss_bbox_dn_1: 0.2030 (0.1901)  loss_bbox_dn_2: 0.1820 (0.1701)  loss_bbox_dn_3: 0.1790 (0.1643)  loss_bbox_dn_4: 0.1767 (0.1629)  loss_bbox_dn_5: 0.1767 (0.1629)  loss_giou: 0.4131 (0.4717)  loss_giou_aux_0: 0.4430 (0.4953)  loss_giou_aux_1: 0.4407 (0.4828)  loss_giou_aux_2: 0.4217 (0.4770)  loss_giou_aux_3: 0.4252 (0.4733)  loss_giou_aux_4: 0.4131 (0.4719)  loss_giou_aux_5: 0.5185 (0.5601)  loss_giou_dn_0: 0.5584 (0.5741)  loss_giou_dn_1: 0.4615 (0.4666)  loss_giou_dn_2: 0.4283 (0.4362)  loss_giou_dn_3: 0.4209 (0.4281)  loss_giou_dn_4: 0.4200 (0.4261)  loss_giou_dn_5: 0.4201 (0.4263)  loss_vfl: 0.6826 (0.6674)  loss_vfl_aux_0: 0.7975 (0.7687)  loss_vfl_aux_1: 0.7397 (0.7179)  loss_vfl_aux_2: 0.7254 (0.6926)  loss_vfl_aux_3: 0.6910 (0.6800)  loss_vfl_aux_4: 0.6891 (0.6712)  loss_vfl_aux_5: 0.7837 (0.7533)  loss_vfl_dn_0: 0.4574 (0.4506)  loss_vfl_dn_1: 0.3916 (0.3845)  loss_vfl_dn_2: 0.3766 (0.3688)  loss_vfl_dn_3: 0.3698 (0.3616)  loss_vfl_dn_4: 0.3655 (0.3590)  loss_vfl_dn_5: 0.3640 (0.3582)  time: 0.4810  data: 0.0142  max mem: 5654
Epoch: [48]  [1200/7393]  eta: 0:50:42  lr: 0.000010  loss: 15.0643 (15.6560)  loss_bbox: 0.1640 (0.1505)  loss_bbox_aux_0: 0.1719 (0.1630)  loss_bbox_aux_1: 0.1583 (0.1560)  loss_bbox_aux_2: 0.1663 (0.1527)  loss_bbox_aux_3: 0.1629 (0.1505)  loss_bbox_aux_4: 0.1652 (0.1505)  loss_bbox_aux_5: 0.2115 (0.2002)  loss_bbox_dn_0: 0.2783 (0.2604)  loss_bbox_dn_1: 0.1921 (0.1906)  loss_bbox_dn_2: 0.1696 (0.1705)  loss_bbox_dn_3: 0.1599 (0.1646)  loss_bbox_dn_4: 0.1581 (0.1632)  loss_bbox_dn_5: 0.1581 (0.1632)  loss_giou: 0.4313 (0.4713)  loss_giou_aux_0: 0.4458 (0.4948)  loss_giou_aux_1: 0.4282 (0.4824)  loss_giou_aux_2: 0.4272 (0.4765)  loss_giou_aux_3: 0.4329 (0.4728)  loss_giou_aux_4: 0.4303 (0.4716)  loss_giou_aux_5: 0.5039 (0.5597)  loss_giou_dn_0: 0.5523 (0.5739)  loss_giou_dn_1: 0.4325 (0.4664)  loss_giou_dn_2: 0.4175 (0.4360)  loss_giou_dn_3: 0.4055 (0.4279)  loss_giou_dn_4: 0.4048 (0.4258)  loss_giou_dn_5: 0.4047 (0.4260)  loss_vfl: 0.6881 (0.6672)  loss_vfl_aux_0: 0.8053 (0.7692)  loss_vfl_aux_1: 0.7707 (0.7182)  loss_vfl_aux_2: 0.6989 (0.6928)  loss_vfl_aux_3: 0.7085 (0.6799)  loss_vfl_aux_4: 0.6797 (0.6709)  loss_vfl_aux_5: 0.7880 (0.7541)  loss_vfl_dn_0: 0.4545 (0.4506)  loss_vfl_dn_1: 0.3786 (0.3845)  loss_vfl_dn_2: 0.3610 (0.3688)  loss_vfl_dn_3: 0.3490 (0.3616)  loss_vfl_dn_4: 0.3484 (0.3589)  loss_vfl_dn_5: 0.3472 (0.3582)  time: 0.4863  data: 0.0142  max mem: 5654
Epoch: [48]  [1300/7393]  eta: 0:49:49  lr: 0.000010  loss: 15.5330 (15.6547)  loss_bbox: 0.1455 (0.1505)  loss_bbox_aux_0: 0.1543 (0.1630)  loss_bbox_aux_1: 0.1494 (0.1559)  loss_bbox_aux_2: 0.1430 (0.1526)  loss_bbox_aux_3: 0.1512 (0.1505)  loss_bbox_aux_4: 0.1455 (0.1506)  loss_bbox_aux_5: 0.1911 (0.1999)  loss_bbox_dn_0: 0.2431 (0.2597)  loss_bbox_dn_1: 0.1757 (0.1902)  loss_bbox_dn_2: 0.1504 (0.1702)  loss_bbox_dn_3: 0.1477 (0.1644)  loss_bbox_dn_4: 0.1470 (0.1631)  loss_bbox_dn_5: 0.1471 (0.1631)  loss_giou: 0.4947 (0.4720)  loss_giou_aux_0: 0.5220 (0.4956)  loss_giou_aux_1: 0.4939 (0.4829)  loss_giou_aux_2: 0.4899 (0.4772)  loss_giou_aux_3: 0.5023 (0.4734)  loss_giou_aux_4: 0.4983 (0.4723)  loss_giou_aux_5: 0.5671 (0.5603)  loss_giou_dn_0: 0.5882 (0.5743)  loss_giou_dn_1: 0.4917 (0.4669)  loss_giou_dn_2: 0.4554 (0.4366)  loss_giou_dn_3: 0.4457 (0.4285)  loss_giou_dn_4: 0.4448 (0.4264)  loss_giou_dn_5: 0.4448 (0.4266)  loss_vfl: 0.6119 (0.6665)  loss_vfl_aux_0: 0.7107 (0.7675)  loss_vfl_aux_1: 0.6842 (0.7173)  loss_vfl_aux_2: 0.6351 (0.6917)  loss_vfl_aux_3: 0.6256 (0.6792)  loss_vfl_aux_4: 0.6192 (0.6702)  loss_vfl_aux_5: 0.6653 (0.7528)  loss_vfl_dn_0: 0.4448 (0.4504)  loss_vfl_dn_1: 0.3795 (0.3846)  loss_vfl_dn_2: 0.3645 (0.3689)  loss_vfl_dn_3: 0.3616 (0.3616)  loss_vfl_dn_4: 0.3584 (0.3591)  loss_vfl_dn_5: 0.3566 (0.3583)  time: 0.4858  data: 0.0142  max mem: 5654
Epoch: [48]  [1400/7393]  eta: 0:49:26  lr: 0.000010  loss: 15.4443 (15.6390)  loss_bbox: 0.1322 (0.1502)  loss_bbox_aux_0: 0.1447 (0.1625)  loss_bbox_aux_1: 0.1316 (0.1554)  loss_bbox_aux_2: 0.1334 (0.1522)  loss_bbox_aux_3: 0.1347 (0.1502)  loss_bbox_aux_4: 0.1323 (0.1503)  loss_bbox_aux_5: 0.1803 (0.1995)  loss_bbox_dn_0: 0.2475 (0.2601)  loss_bbox_dn_1: 0.1831 (0.1903)  loss_bbox_dn_2: 0.1603 (0.1702)  loss_bbox_dn_3: 0.1553 (0.1645)  loss_bbox_dn_4: 0.1558 (0.1631)  loss_bbox_dn_5: 0.1558 (0.1631)  loss_giou: 0.4520 (0.4703)  loss_giou_aux_0: 0.4884 (0.4936)  loss_giou_aux_1: 0.4666 (0.4810)  loss_giou_aux_2: 0.4559 (0.4753)  loss_giou_aux_3: 0.4544 (0.4717)  loss_giou_aux_4: 0.4519 (0.4706)  loss_giou_aux_5: 0.5396 (0.5584)  loss_giou_dn_0: 0.5716 (0.5735)  loss_giou_dn_1: 0.4493 (0.4660)  loss_giou_dn_2: 0.4251 (0.4357)  loss_giou_dn_3: 0.4153 (0.4276)  loss_giou_dn_4: 0.4138 (0.4255)  loss_giou_dn_5: 0.4139 (0.4257)  loss_vfl: 0.6479 (0.6669)  loss_vfl_aux_0: 0.7633 (0.7686)  loss_vfl_aux_1: 0.7184 (0.7186)  loss_vfl_aux_2: 0.6738 (0.6923)  loss_vfl_aux_3: 0.6601 (0.6797)  loss_vfl_aux_4: 0.6515 (0.6706)  loss_vfl_aux_5: 0.7668 (0.7539)  loss_vfl_dn_0: 0.4569 (0.4505)  loss_vfl_dn_1: 0.3843 (0.3845)  loss_vfl_dn_2: 0.3675 (0.3687)  loss_vfl_dn_3: 0.3620 (0.3614)  loss_vfl_dn_4: 0.3607 (0.3589)  loss_vfl_dn_5: 0.3580 (0.3581)  time: 0.4862  data: 0.0150  max mem: 5654
Epoch: [48]  [1500/7393]  eta: 0:48:31  lr: 0.000010  loss: 15.2417 (15.6350)  loss_bbox: 0.1355 (0.1502)  loss_bbox_aux_0: 0.1527 (0.1624)  loss_bbox_aux_1: 0.1436 (0.1555)  loss_bbox_aux_2: 0.1421 (0.1523)  loss_bbox_aux_3: 0.1382 (0.1502)  loss_bbox_aux_4: 0.1351 (0.1503)  loss_bbox_aux_5: 0.1884 (0.1993)  loss_bbox_dn_0: 0.2327 (0.2599)  loss_bbox_dn_1: 0.1783 (0.1901)  loss_bbox_dn_2: 0.1555 (0.1701)  loss_bbox_dn_3: 0.1477 (0.1643)  loss_bbox_dn_4: 0.1485 (0.1629)  loss_bbox_dn_5: 0.1486 (0.1629)  loss_giou: 0.4894 (0.4708)  loss_giou_aux_0: 0.5069 (0.4938)  loss_giou_aux_1: 0.4954 (0.4815)  loss_giou_aux_2: 0.4919 (0.4758)  loss_giou_aux_3: 0.4880 (0.4722)  loss_giou_aux_4: 0.4863 (0.4711)  loss_giou_aux_5: 0.5673 (0.5586)  loss_giou_dn_0: 0.5438 (0.5736)  loss_giou_dn_1: 0.4341 (0.4660)  loss_giou_dn_2: 0.4136 (0.4358)  loss_giou_dn_3: 0.4145 (0.4277)  loss_giou_dn_4: 0.4135 (0.4257)  loss_giou_dn_5: 0.4137 (0.4259)  loss_vfl: 0.6358 (0.6660)  loss_vfl_aux_0: 0.7589 (0.7684)  loss_vfl_aux_1: 0.7053 (0.7178)  loss_vfl_aux_2: 0.6676 (0.6915)  loss_vfl_aux_3: 0.6554 (0.6787)  loss_vfl_aux_4: 0.6376 (0.6696)  loss_vfl_aux_5: 0.7218 (0.7529)  loss_vfl_dn_0: 0.4436 (0.4502)  loss_vfl_dn_1: 0.3849 (0.3843)  loss_vfl_dn_2: 0.3699 (0.3686)  loss_vfl_dn_3: 0.3650 (0.3613)  loss_vfl_dn_4: 0.3637 (0.3588)  loss_vfl_dn_5: 0.3616 (0.3580)  time: 0.4909  data: 0.0138  max mem: 5654
Epoch: [48]  [1600/7393]  eta: 0:47:39  lr: 0.000010  loss: 15.6459 (15.6430)  loss_bbox: 0.1362 (0.1502)  loss_bbox_aux_0: 0.1473 (0.1624)  loss_bbox_aux_1: 0.1451 (0.1555)  loss_bbox_aux_2: 0.1416 (0.1523)  loss_bbox_aux_3: 0.1378 (0.1503)  loss_bbox_aux_4: 0.1351 (0.1504)  loss_bbox_aux_5: 0.1879 (0.1996)  loss_bbox_dn_0: 0.2344 (0.2605)  loss_bbox_dn_1: 0.1713 (0.1907)  loss_bbox_dn_2: 0.1580 (0.1706)  loss_bbox_dn_3: 0.1517 (0.1648)  loss_bbox_dn_4: 0.1514 (0.1634)  loss_bbox_dn_5: 0.1514 (0.1634)  loss_giou: 0.4946 (0.4707)  loss_giou_aux_0: 0.5038 (0.4937)  loss_giou_aux_1: 0.4958 (0.4813)  loss_giou_aux_2: 0.4879 (0.4756)  loss_giou_aux_3: 0.4844 (0.4721)  loss_giou_aux_4: 0.4882 (0.4711)  loss_giou_aux_5: 0.5727 (0.5584)  loss_giou_dn_0: 0.5808 (0.5736)  loss_giou_dn_1: 0.4843 (0.4661)  loss_giou_dn_2: 0.4450 (0.4359)  loss_giou_dn_3: 0.4294 (0.4278)  loss_giou_dn_4: 0.4280 (0.4257)  loss_giou_dn_5: 0.4284 (0.4259)  loss_vfl: 0.6730 (0.6666)  loss_vfl_aux_0: 0.7520 (0.7693)  loss_vfl_aux_1: 0.7171 (0.7186)  loss_vfl_aux_2: 0.6966 (0.6923)  loss_vfl_aux_3: 0.6819 (0.6791)  loss_vfl_aux_4: 0.6806 (0.6701)  loss_vfl_aux_5: 0.7584 (0.7537)  loss_vfl_dn_0: 0.4461 (0.4502)  loss_vfl_dn_1: 0.3836 (0.3843)  loss_vfl_dn_2: 0.3638 (0.3686)  loss_vfl_dn_3: 0.3554 (0.3614)  loss_vfl_dn_4: 0.3525 (0.3588)  loss_vfl_dn_5: 0.3518 (0.3581)  time: 0.4807  data: 0.0139  max mem: 5654
Epoch: [48]  [1700/7393]  eta: 0:46:47  lr: 0.000010  loss: 15.8798 (15.6471)  loss_bbox: 0.1300 (0.1500)  loss_bbox_aux_0: 0.1397 (0.1622)  loss_bbox_aux_1: 0.1323 (0.1554)  loss_bbox_aux_2: 0.1272 (0.1521)  loss_bbox_aux_3: 0.1274 (0.1501)  loss_bbox_aux_4: 0.1240 (0.1501)  loss_bbox_aux_5: 0.1686 (0.1993)  loss_bbox_dn_0: 0.1949 (0.2604)  loss_bbox_dn_1: 0.1419 (0.1906)  loss_bbox_dn_2: 0.1309 (0.1706)  loss_bbox_dn_3: 0.1250 (0.1649)  loss_bbox_dn_4: 0.1230 (0.1635)  loss_bbox_dn_5: 0.1231 (0.1635)  loss_giou: 0.5475 (0.4710)  loss_giou_aux_0: 0.5558 (0.4939)  loss_giou_aux_1: 0.5485 (0.4815)  loss_giou_aux_2: 0.5425 (0.4757)  loss_giou_aux_3: 0.5527 (0.4722)  loss_giou_aux_4: 0.5541 (0.4712)  loss_giou_aux_5: 0.6282 (0.5587)  loss_giou_dn_0: 0.6112 (0.5738)  loss_giou_dn_1: 0.5109 (0.4662)  loss_giou_dn_2: 0.4747 (0.4361)  loss_giou_dn_3: 0.4684 (0.4280)  loss_giou_dn_4: 0.4651 (0.4260)  loss_giou_dn_5: 0.4650 (0.4262)  loss_vfl: 0.6349 (0.6668)  loss_vfl_aux_0: 0.7226 (0.7695)  loss_vfl_aux_1: 0.6847 (0.7191)  loss_vfl_aux_2: 0.6749 (0.6928)  loss_vfl_aux_3: 0.6618 (0.6794)  loss_vfl_aux_4: 0.6407 (0.6705)  loss_vfl_aux_5: 0.7056 (0.7540)  loss_vfl_dn_0: 0.4527 (0.4502)  loss_vfl_dn_1: 0.3902 (0.3844)  loss_vfl_dn_2: 0.3749 (0.3686)  loss_vfl_dn_3: 0.3696 (0.3614)  loss_vfl_dn_4: 0.3647 (0.3589)  loss_vfl_dn_5: 0.3632 (0.3581)  time: 0.4828  data: 0.0137  max mem: 5654
Epoch: [48]  [1800/7393]  eta: 0:45:54  lr: 0.000010  loss: 16.0509 (15.6494)  loss_bbox: 0.1604 (0.1501)  loss_bbox_aux_0: 0.1783 (0.1623)  loss_bbox_aux_1: 0.1665 (0.1554)  loss_bbox_aux_2: 0.1688 (0.1522)  loss_bbox_aux_3: 0.1585 (0.1502)  loss_bbox_aux_4: 0.1592 (0.1501)  loss_bbox_aux_5: 0.2191 (0.1992)  loss_bbox_dn_0: 0.2688 (0.2610)  loss_bbox_dn_1: 0.1999 (0.1912)  loss_bbox_dn_2: 0.1831 (0.1711)  loss_bbox_dn_3: 0.1792 (0.1653)  loss_bbox_dn_4: 0.1781 (0.1639)  loss_bbox_dn_5: 0.1782 (0.1639)  loss_giou: 0.4788 (0.4704)  loss_giou_aux_0: 0.5000 (0.4932)  loss_giou_aux_1: 0.4870 (0.4808)  loss_giou_aux_2: 0.4855 (0.4751)  loss_giou_aux_3: 0.4814 (0.4717)  loss_giou_aux_4: 0.4747 (0.4706)  loss_giou_aux_5: 0.5551 (0.5582)  loss_giou_dn_0: 0.5840 (0.5738)  loss_giou_dn_1: 0.4769 (0.4662)  loss_giou_dn_2: 0.4448 (0.4360)  loss_giou_dn_3: 0.4351 (0.4278)  loss_giou_dn_4: 0.4347 (0.4258)  loss_giou_dn_5: 0.4351 (0.4260)  loss_vfl: 0.6724 (0.6672)  loss_vfl_aux_0: 0.7616 (0.7701)  loss_vfl_aux_1: 0.6987 (0.7199)  loss_vfl_aux_2: 0.6886 (0.6933)  loss_vfl_aux_3: 0.6844 (0.6798)  loss_vfl_aux_4: 0.6704 (0.6709)  loss_vfl_aux_5: 0.7506 (0.7545)  loss_vfl_dn_0: 0.4499 (0.4503)  loss_vfl_dn_1: 0.3902 (0.3845)  loss_vfl_dn_2: 0.3783 (0.3687)  loss_vfl_dn_3: 0.3712 (0.3615)  loss_vfl_dn_4: 0.3699 (0.3590)  loss_vfl_dn_5: 0.3692 (0.3582)  time: 0.4769  data: 0.0142  max mem: 5654
Epoch: [48]  [1900/7393]  eta: 0:45:00  lr: 0.000010  loss: 15.4987 (15.6494)  loss_bbox: 0.1458 (0.1500)  loss_bbox_aux_0: 0.1532 (0.1620)  loss_bbox_aux_1: 0.1511 (0.1552)  loss_bbox_aux_2: 0.1491 (0.1520)  loss_bbox_aux_3: 0.1455 (0.1501)  loss_bbox_aux_4: 0.1470 (0.1500)  loss_bbox_aux_5: 0.2041 (0.1992)  loss_bbox_dn_0: 0.2391 (0.2611)  loss_bbox_dn_1: 0.1906 (0.1913)  loss_bbox_dn_2: 0.1792 (0.1712)  loss_bbox_dn_3: 0.1725 (0.1654)  loss_bbox_dn_4: 0.1706 (0.1640)  loss_bbox_dn_5: 0.1705 (0.1640)  loss_giou: 0.4317 (0.4706)  loss_giou_aux_0: 0.4833 (0.4933)  loss_giou_aux_1: 0.4428 (0.4810)  loss_giou_aux_2: 0.4262 (0.4753)  loss_giou_aux_3: 0.4314 (0.4718)  loss_giou_aux_4: 0.4264 (0.4708)  loss_giou_aux_5: 0.5332 (0.5584)  loss_giou_dn_0: 0.5729 (0.5741)  loss_giou_dn_1: 0.4662 (0.4664)  loss_giou_dn_2: 0.4328 (0.4362)  loss_giou_dn_3: 0.4186 (0.4280)  loss_giou_dn_4: 0.4156 (0.4260)  loss_giou_dn_5: 0.4166 (0.4262)  loss_vfl: 0.6710 (0.6667)  loss_vfl_aux_0: 0.7759 (0.7702)  loss_vfl_aux_1: 0.7191 (0.7198)  loss_vfl_aux_2: 0.6939 (0.6929)  loss_vfl_aux_3: 0.6857 (0.6794)  loss_vfl_aux_4: 0.6719 (0.6705)  loss_vfl_aux_5: 0.7639 (0.7539)  loss_vfl_dn_0: 0.4534 (0.4502)  loss_vfl_dn_1: 0.3856 (0.3845)  loss_vfl_dn_2: 0.3738 (0.3688)  loss_vfl_dn_3: 0.3654 (0.3615)  loss_vfl_dn_4: 0.3619 (0.3590)  loss_vfl_dn_5: 0.3627 (0.3583)  time: 0.4683  data: 0.0137  max mem: 5654
Epoch: [48]  [2000/7393]  eta: 0:44:07  lr: 0.000010  loss: 16.0061 (15.6455)  loss_bbox: 0.1449 (0.1499)  loss_bbox_aux_0: 0.1582 (0.1620)  loss_bbox_aux_1: 0.1559 (0.1551)  loss_bbox_aux_2: 0.1504 (0.1520)  loss_bbox_aux_3: 0.1464 (0.1500)  loss_bbox_aux_4: 0.1467 (0.1499)  loss_bbox_aux_5: 0.1998 (0.1990)  loss_bbox_dn_0: 0.2519 (0.2608)  loss_bbox_dn_1: 0.1822 (0.1910)  loss_bbox_dn_2: 0.1612 (0.1710)  loss_bbox_dn_3: 0.1590 (0.1651)  loss_bbox_dn_4: 0.1615 (0.1637)  loss_bbox_dn_5: 0.1615 (0.1638)  loss_giou: 0.5045 (0.4706)  loss_giou_aux_0: 0.5425 (0.4934)  loss_giou_aux_1: 0.5302 (0.4810)  loss_giou_aux_2: 0.5131 (0.4754)  loss_giou_aux_3: 0.4966 (0.4719)  loss_giou_aux_4: 0.4929 (0.4708)  loss_giou_aux_5: 0.6037 (0.5584)  loss_giou_dn_0: 0.5665 (0.5740)  loss_giou_dn_1: 0.4646 (0.4664)  loss_giou_dn_2: 0.4403 (0.4361)  loss_giou_dn_3: 0.4345 (0.4280)  loss_giou_dn_4: 0.4339 (0.4259)  loss_giou_dn_5: 0.4338 (0.4261)  loss_vfl: 0.6886 (0.6667)  loss_vfl_aux_0: 0.7778 (0.7698)  loss_vfl_aux_1: 0.7463 (0.7198)  loss_vfl_aux_2: 0.7093 (0.6926)  loss_vfl_aux_3: 0.6885 (0.6792)  loss_vfl_aux_4: 0.6925 (0.6705)  loss_vfl_aux_5: 0.7915 (0.7535)  loss_vfl_dn_0: 0.4481 (0.4501)  loss_vfl_dn_1: 0.3889 (0.3845)  loss_vfl_dn_2: 0.3730 (0.3688)  loss_vfl_dn_3: 0.3697 (0.3615)  loss_vfl_dn_4: 0.3661 (0.3590)  loss_vfl_dn_5: 0.3655 (0.3583)  time: 0.4735  data: 0.0144  max mem: 5654
Epoch: [48]  [2100/7393]  eta: 0:43:15  lr: 0.000010  loss: 15.5096 (15.6390)  loss_bbox: 0.1488 (0.1501)  loss_bbox_aux_0: 0.1672 (0.1621)  loss_bbox_aux_1: 0.1564 (0.1552)  loss_bbox_aux_2: 0.1513 (0.1522)  loss_bbox_aux_3: 0.1479 (0.1502)  loss_bbox_aux_4: 0.1464 (0.1501)  loss_bbox_aux_5: 0.2101 (0.1991)  loss_bbox_dn_0: 0.2576 (0.2611)  loss_bbox_dn_1: 0.2015 (0.1912)  loss_bbox_dn_2: 0.1790 (0.1711)  loss_bbox_dn_3: 0.1748 (0.1652)  loss_bbox_dn_4: 0.1731 (0.1638)  loss_bbox_dn_5: 0.1732 (0.1639)  loss_giou: 0.4206 (0.4699)  loss_giou_aux_0: 0.4549 (0.4926)  loss_giou_aux_1: 0.4441 (0.4802)  loss_giou_aux_2: 0.4293 (0.4746)  loss_giou_aux_3: 0.4218 (0.4711)  loss_giou_aux_4: 0.4209 (0.4700)  loss_giou_aux_5: 0.5112 (0.5573)  loss_giou_dn_0: 0.5457 (0.5735)  loss_giou_dn_1: 0.4321 (0.4659)  loss_giou_dn_2: 0.4146 (0.4356)  loss_giou_dn_3: 0.4068 (0.4274)  loss_giou_dn_4: 0.4044 (0.4254)  loss_giou_dn_5: 0.4048 (0.4256)  loss_vfl: 0.6743 (0.6667)  loss_vfl_aux_0: 0.7748 (0.7699)  loss_vfl_aux_1: 0.7345 (0.7201)  loss_vfl_aux_2: 0.6973 (0.6925)  loss_vfl_aux_3: 0.6769 (0.6793)  loss_vfl_aux_4: 0.6607 (0.6706)  loss_vfl_aux_5: 0.7731 (0.7540)  loss_vfl_dn_0: 0.4488 (0.4501)  loss_vfl_dn_1: 0.3853 (0.3843)  loss_vfl_dn_2: 0.3684 (0.3687)  loss_vfl_dn_3: 0.3620 (0.3614)  loss_vfl_dn_4: 0.3608 (0.3589)  loss_vfl_dn_5: 0.3588 (0.3581)  time: 0.4798  data: 0.0148  max mem: 5654
Epoch: [48]  [2200/7393]  eta: 0:42:23  lr: 0.000010  loss: 15.4090 (15.6478)  loss_bbox: 0.1463 (0.1504)  loss_bbox_aux_0: 0.1665 (0.1625)  loss_bbox_aux_1: 0.1511 (0.1555)  loss_bbox_aux_2: 0.1533 (0.1526)  loss_bbox_aux_3: 0.1473 (0.1506)  loss_bbox_aux_4: 0.1477 (0.1505)  loss_bbox_aux_5: 0.1925 (0.1995)  loss_bbox_dn_0: 0.2618 (0.2616)  loss_bbox_dn_1: 0.1950 (0.1917)  loss_bbox_dn_2: 0.1760 (0.1716)  loss_bbox_dn_3: 0.1713 (0.1657)  loss_bbox_dn_4: 0.1702 (0.1643)  loss_bbox_dn_5: 0.1702 (0.1644)  loss_giou: 0.4668 (0.4704)  loss_giou_aux_0: 0.4852 (0.4931)  loss_giou_aux_1: 0.4686 (0.4806)  loss_giou_aux_2: 0.4566 (0.4751)  loss_giou_aux_3: 0.4624 (0.4716)  loss_giou_aux_4: 0.4633 (0.4705)  loss_giou_aux_5: 0.5535 (0.5578)  loss_giou_dn_0: 0.5438 (0.5737)  loss_giou_dn_1: 0.4431 (0.4662)  loss_giou_dn_2: 0.4099 (0.4358)  loss_giou_dn_3: 0.4023 (0.4277)  loss_giou_dn_4: 0.3982 (0.4257)  loss_giou_dn_5: 0.3985 (0.4258)  loss_vfl: 0.6563 (0.6664)  loss_vfl_aux_0: 0.7624 (0.7694)  loss_vfl_aux_1: 0.7088 (0.7201)  loss_vfl_aux_2: 0.6625 (0.6921)  loss_vfl_aux_3: 0.6772 (0.6790)  loss_vfl_aux_4: 0.6673 (0.6703)  loss_vfl_aux_5: 0.7347 (0.7536)  loss_vfl_dn_0: 0.4478 (0.4500)  loss_vfl_dn_1: 0.3857 (0.3844)  loss_vfl_dn_2: 0.3671 (0.3687)  loss_vfl_dn_3: 0.3597 (0.3614)  loss_vfl_dn_4: 0.3537 (0.3589)  loss_vfl_dn_5: 0.3527 (0.3582)  time: 0.4829  data: 0.0141  max mem: 5654
Epoch: [48]  [2300/7393]  eta: 0:41:32  lr: 0.000010  loss: 15.3124 (15.6483)  loss_bbox: 0.1417 (0.1504)  loss_bbox_aux_0: 0.1534 (0.1625)  loss_bbox_aux_1: 0.1453 (0.1554)  loss_bbox_aux_2: 0.1473 (0.1526)  loss_bbox_aux_3: 0.1374 (0.1507)  loss_bbox_aux_4: 0.1385 (0.1505)  loss_bbox_aux_5: 0.1928 (0.1994)  loss_bbox_dn_0: 0.2425 (0.2614)  loss_bbox_dn_1: 0.1889 (0.1915)  loss_bbox_dn_2: 0.1671 (0.1714)  loss_bbox_dn_3: 0.1665 (0.1655)  loss_bbox_dn_4: 0.1658 (0.1642)  loss_bbox_dn_5: 0.1659 (0.1642)  loss_giou: 0.4457 (0.4707)  loss_giou_aux_0: 0.4458 (0.4933)  loss_giou_aux_1: 0.4350 (0.4808)  loss_giou_aux_2: 0.4425 (0.4753)  loss_giou_aux_3: 0.4382 (0.4718)  loss_giou_aux_4: 0.4334 (0.4707)  loss_giou_aux_5: 0.5194 (0.5579)  loss_giou_dn_0: 0.5519 (0.5737)  loss_giou_dn_1: 0.4457 (0.4663)  loss_giou_dn_2: 0.4178 (0.4360)  loss_giou_dn_3: 0.4090 (0.4278)  loss_giou_dn_4: 0.4066 (0.4258)  loss_giou_dn_5: 0.4066 (0.4260)  loss_vfl: 0.6392 (0.6664)  loss_vfl_aux_0: 0.7464 (0.7695)  loss_vfl_aux_1: 0.6924 (0.7203)  loss_vfl_aux_2: 0.6735 (0.6924)  loss_vfl_aux_3: 0.6498 (0.6790)  loss_vfl_aux_4: 0.6539 (0.6704)  loss_vfl_aux_5: 0.7334 (0.7535)  loss_vfl_dn_0: 0.4423 (0.4499)  loss_vfl_dn_1: 0.3834 (0.3843)  loss_vfl_dn_2: 0.3678 (0.3687)  loss_vfl_dn_3: 0.3580 (0.3614)  loss_vfl_dn_4: 0.3559 (0.3589)  loss_vfl_dn_5: 0.3557 (0.3581)  time: 0.4773  data: 0.0140  max mem: 5654
Epoch: [48]  [2400/7393]  eta: 0:40:42  lr: 0.000010  loss: 16.4136 (15.6558)  loss_bbox: 0.1446 (0.1505)  loss_bbox_aux_0: 0.1649 (0.1627)  loss_bbox_aux_1: 0.1521 (0.1554)  loss_bbox_aux_2: 0.1485 (0.1527)  loss_bbox_aux_3: 0.1444 (0.1508)  loss_bbox_aux_4: 0.1447 (0.1506)  loss_bbox_aux_5: 0.2010 (0.1994)  loss_bbox_dn_0: 0.2460 (0.2616)  loss_bbox_dn_1: 0.1761 (0.1916)  loss_bbox_dn_2: 0.1585 (0.1715)  loss_bbox_dn_3: 0.1523 (0.1656)  loss_bbox_dn_4: 0.1511 (0.1643)  loss_bbox_dn_5: 0.1511 (0.1643)  loss_giou: 0.5512 (0.4710)  loss_giou_aux_0: 0.5838 (0.4938)  loss_giou_aux_1: 0.5675 (0.4812)  loss_giou_aux_2: 0.5653 (0.4758)  loss_giou_aux_3: 0.5604 (0.4722)  loss_giou_aux_4: 0.5514 (0.4712)  loss_giou_aux_5: 0.6187 (0.5585)  loss_giou_dn_0: 0.6212 (0.5741)  loss_giou_dn_1: 0.5145 (0.4666)  loss_giou_dn_2: 0.4773 (0.4363)  loss_giou_dn_3: 0.4658 (0.4281)  loss_giou_dn_4: 0.4636 (0.4261)  loss_giou_dn_5: 0.4650 (0.4263)  loss_vfl: 0.6436 (0.6665)  loss_vfl_aux_0: 0.7511 (0.7694)  loss_vfl_aux_1: 0.6916 (0.7207)  loss_vfl_aux_2: 0.6620 (0.6924)  loss_vfl_aux_3: 0.6565 (0.6790)  loss_vfl_aux_4: 0.6503 (0.6704)  loss_vfl_aux_5: 0.7219 (0.7532)  loss_vfl_dn_0: 0.4507 (0.4500)  loss_vfl_dn_1: 0.3960 (0.3844)  loss_vfl_dn_2: 0.3765 (0.3688)  loss_vfl_dn_3: 0.3675 (0.3615)  loss_vfl_dn_4: 0.3657 (0.3589)  loss_vfl_dn_5: 0.3641 (0.3582)  time: 0.4816  data: 0.0139  max mem: 5654
Epoch: [48]  [2500/7393]  eta: 0:39:51  lr: 0.000010  loss: 15.8426 (15.6557)  loss_bbox: 0.1489 (0.1506)  loss_bbox_aux_0: 0.1744 (0.1628)  loss_bbox_aux_1: 0.1575 (0.1555)  loss_bbox_aux_2: 0.1544 (0.1528)  loss_bbox_aux_3: 0.1549 (0.1509)  loss_bbox_aux_4: 0.1526 (0.1506)  loss_bbox_aux_5: 0.1978 (0.1996)  loss_bbox_dn_0: 0.2580 (0.2619)  loss_bbox_dn_1: 0.1967 (0.1920)  loss_bbox_dn_2: 0.1762 (0.1718)  loss_bbox_dn_3: 0.1680 (0.1660)  loss_bbox_dn_4: 0.1685 (0.1646)  loss_bbox_dn_5: 0.1685 (0.1646)  loss_giou: 0.4689 (0.4704)  loss_giou_aux_0: 0.5007 (0.4932)  loss_giou_aux_1: 0.4732 (0.4805)  loss_giou_aux_2: 0.4727 (0.4752)  loss_giou_aux_3: 0.4688 (0.4716)  loss_giou_aux_4: 0.4661 (0.4706)  loss_giou_aux_5: 0.5786 (0.5580)  loss_giou_dn_0: 0.6038 (0.5740)  loss_giou_dn_1: 0.4818 (0.4665)  loss_giou_dn_2: 0.4396 (0.4362)  loss_giou_dn_3: 0.4280 (0.4280)  loss_giou_dn_4: 0.4281 (0.4260)  loss_giou_dn_5: 0.4283 (0.4262)  loss_vfl: 0.6645 (0.6669)  loss_vfl_aux_0: 0.7453 (0.7696)  loss_vfl_aux_1: 0.7044 (0.7211)  loss_vfl_aux_2: 0.6726 (0.6927)  loss_vfl_aux_3: 0.6802 (0.6793)  loss_vfl_aux_4: 0.6701 (0.6708)  loss_vfl_aux_5: 0.7517 (0.7532)  loss_vfl_dn_0: 0.4449 (0.4500)  loss_vfl_dn_1: 0.3858 (0.3844)  loss_vfl_dn_2: 0.3685 (0.3688)  loss_vfl_dn_3: 0.3637 (0.3615)  loss_vfl_dn_4: 0.3572 (0.3589)  loss_vfl_dn_5: 0.3577 (0.3582)  time: 0.4883  data: 0.0140  max mem: 5654
Epoch: [48]  [2600/7393]  eta: 0:39:01  lr: 0.000010  loss: 15.3633 (15.6628)  loss_bbox: 0.1402 (0.1505)  loss_bbox_aux_0: 0.1463 (0.1627)  loss_bbox_aux_1: 0.1449 (0.1554)  loss_bbox_aux_2: 0.1373 (0.1527)  loss_bbox_aux_3: 0.1404 (0.1508)  loss_bbox_aux_4: 0.1407 (0.1505)  loss_bbox_aux_5: 0.1770 (0.1994)  loss_bbox_dn_0: 0.2592 (0.2618)  loss_bbox_dn_1: 0.1725 (0.1919)  loss_bbox_dn_2: 0.1592 (0.1718)  loss_bbox_dn_3: 0.1454 (0.1659)  loss_bbox_dn_4: 0.1437 (0.1646)  loss_bbox_dn_5: 0.1437 (0.1646)  loss_giou: 0.4660 (0.4709)  loss_giou_aux_0: 0.4833 (0.4937)  loss_giou_aux_1: 0.4887 (0.4810)  loss_giou_aux_2: 0.4678 (0.4756)  loss_giou_aux_3: 0.4698 (0.4720)  loss_giou_aux_4: 0.4700 (0.4710)  loss_giou_aux_5: 0.5402 (0.5584)  loss_giou_dn_0: 0.5765 (0.5745)  loss_giou_dn_1: 0.4735 (0.4671)  loss_giou_dn_2: 0.4398 (0.4367)  loss_giou_dn_3: 0.4336 (0.4285)  loss_giou_dn_4: 0.4338 (0.4265)  loss_giou_dn_5: 0.4340 (0.4267)  loss_vfl: 0.6422 (0.6670)  loss_vfl_aux_0: 0.7506 (0.7699)  loss_vfl_aux_1: 0.6701 (0.7214)  loss_vfl_aux_2: 0.6701 (0.6931)  loss_vfl_aux_3: 0.6546 (0.6797)  loss_vfl_aux_4: 0.6476 (0.6710)  loss_vfl_aux_5: 0.7312 (0.7536)  loss_vfl_dn_0: 0.4402 (0.4499)  loss_vfl_dn_1: 0.3746 (0.3845)  loss_vfl_dn_2: 0.3602 (0.3688)  loss_vfl_dn_3: 0.3542 (0.3616)  loss_vfl_dn_4: 0.3527 (0.3590)  loss_vfl_dn_5: 0.3516 (0.3583)  time: 0.4893  data: 0.0140  max mem: 5654
Epoch: [48]  [2700/7393]  eta: 0:38:10  lr: 0.000010  loss: 15.7070 (15.6677)  loss_bbox: 0.1344 (0.1504)  loss_bbox_aux_0: 0.1406 (0.1626)  loss_bbox_aux_1: 0.1344 (0.1553)  loss_bbox_aux_2: 0.1389 (0.1526)  loss_bbox_aux_3: 0.1365 (0.1507)  loss_bbox_aux_4: 0.1343 (0.1504)  loss_bbox_aux_5: 0.1709 (0.1992)  loss_bbox_dn_0: 0.2547 (0.2618)  loss_bbox_dn_1: 0.1790 (0.1919)  loss_bbox_dn_2: 0.1567 (0.1717)  loss_bbox_dn_3: 0.1508 (0.1659)  loss_bbox_dn_4: 0.1492 (0.1645)  loss_bbox_dn_5: 0.1493 (0.1645)  loss_giou: 0.4571 (0.4711)  loss_giou_aux_0: 0.4909 (0.4939)  loss_giou_aux_1: 0.4580 (0.4812)  loss_giou_aux_2: 0.4669 (0.4758)  loss_giou_aux_3: 0.4587 (0.4723)  loss_giou_aux_4: 0.4578 (0.4713)  loss_giou_aux_5: 0.5595 (0.5585)  loss_giou_dn_0: 0.5810 (0.5748)  loss_giou_dn_1: 0.4531 (0.4674)  loss_giou_dn_2: 0.4188 (0.4369)  loss_giou_dn_3: 0.4116 (0.4288)  loss_giou_dn_4: 0.4105 (0.4267)  loss_giou_dn_5: 0.4117 (0.4269)  loss_vfl: 0.6515 (0.6674)  loss_vfl_aux_0: 0.7288 (0.7700)  loss_vfl_aux_1: 0.7086 (0.7218)  loss_vfl_aux_2: 0.6702 (0.6934)  loss_vfl_aux_3: 0.6461 (0.6799)  loss_vfl_aux_4: 0.6489 (0.6713)  loss_vfl_aux_5: 0.7182 (0.7540)  loss_vfl_dn_0: 0.4525 (0.4499)  loss_vfl_dn_1: 0.3865 (0.3846)  loss_vfl_dn_2: 0.3708 (0.3689)  loss_vfl_dn_3: 0.3626 (0.3617)  loss_vfl_dn_4: 0.3589 (0.3591)  loss_vfl_dn_5: 0.3583 (0.3584)  time: 0.4790  data: 0.0142  max mem: 5654
Epoch: [48]  [2800/7393]  eta: 0:37:21  lr: 0.000010  loss: 15.4993 (15.6651)  loss_bbox: 0.1379 (0.1504)  loss_bbox_aux_0: 0.1522 (0.1625)  loss_bbox_aux_1: 0.1442 (0.1552)  loss_bbox_aux_2: 0.1412 (0.1526)  loss_bbox_aux_3: 0.1409 (0.1507)  loss_bbox_aux_4: 0.1343 (0.1504)  loss_bbox_aux_5: 0.1894 (0.1991)  loss_bbox_dn_0: 0.2315 (0.2617)  loss_bbox_dn_1: 0.1711 (0.1917)  loss_bbox_dn_2: 0.1440 (0.1716)  loss_bbox_dn_3: 0.1387 (0.1657)  loss_bbox_dn_4: 0.1396 (0.1643)  loss_bbox_dn_5: 0.1396 (0.1644)  loss_giou: 0.4693 (0.4713)  loss_giou_aux_0: 0.4897 (0.4939)  loss_giou_aux_1: 0.4953 (0.4813)  loss_giou_aux_2: 0.4849 (0.4760)  loss_giou_aux_3: 0.4740 (0.4724)  loss_giou_aux_4: 0.4723 (0.4714)  loss_giou_aux_5: 0.5585 (0.5586)  loss_giou_dn_0: 0.5954 (0.5748)  loss_giou_dn_1: 0.4765 (0.4673)  loss_giou_dn_2: 0.4465 (0.4369)  loss_giou_dn_3: 0.4387 (0.4287)  loss_giou_dn_4: 0.4370 (0.4267)  loss_giou_dn_5: 0.4384 (0.4269)  loss_vfl: 0.6318 (0.6671)  loss_vfl_aux_0: 0.7359 (0.7699)  loss_vfl_aux_1: 0.6733 (0.7215)  loss_vfl_aux_2: 0.6557 (0.6931)  loss_vfl_aux_3: 0.6421 (0.6797)  loss_vfl_aux_4: 0.6292 (0.6710)  loss_vfl_aux_5: 0.7090 (0.7538)  loss_vfl_dn_0: 0.4456 (0.4499)  loss_vfl_dn_1: 0.3821 (0.3846)  loss_vfl_dn_2: 0.3627 (0.3689)  loss_vfl_dn_3: 0.3576 (0.3616)  loss_vfl_dn_4: 0.3519 (0.3591)  loss_vfl_dn_5: 0.3517 (0.3584)  time: 0.4710  data: 0.0138  max mem: 5654
Epoch: [48]  [2900/7393]  eta: 0:36:31  lr: 0.000010  loss: 16.1740 (15.6636)  loss_bbox: 0.1546 (0.1505)  loss_bbox_aux_0: 0.1720 (0.1627)  loss_bbox_aux_1: 0.1581 (0.1553)  loss_bbox_aux_2: 0.1608 (0.1528)  loss_bbox_aux_3: 0.1627 (0.1508)  loss_bbox_aux_4: 0.1549 (0.1505)  loss_bbox_aux_5: 0.2266 (0.1993)  loss_bbox_dn_0: 0.2519 (0.2619)  loss_bbox_dn_1: 0.1951 (0.1919)  loss_bbox_dn_2: 0.1778 (0.1717)  loss_bbox_dn_3: 0.1752 (0.1658)  loss_bbox_dn_4: 0.1751 (0.1644)  loss_bbox_dn_5: 0.1751 (0.1645)  loss_giou: 0.4461 (0.4709)  loss_giou_aux_0: 0.4737 (0.4936)  loss_giou_aux_1: 0.4558 (0.4810)  loss_giou_aux_2: 0.4584 (0.4756)  loss_giou_aux_3: 0.4363 (0.4720)  loss_giou_aux_4: 0.4394 (0.4710)  loss_giou_aux_5: 0.5463 (0.5583)  loss_giou_dn_0: 0.5724 (0.5746)  loss_giou_dn_1: 0.4719 (0.4672)  loss_giou_dn_2: 0.4375 (0.4367)  loss_giou_dn_3: 0.4318 (0.4285)  loss_giou_dn_4: 0.4316 (0.4265)  loss_giou_dn_5: 0.4316 (0.4267)  loss_vfl: 0.6756 (0.6670)  loss_vfl_aux_0: 0.7621 (0.7699)  loss_vfl_aux_1: 0.7215 (0.7215)  loss_vfl_aux_2: 0.6905 (0.6930)  loss_vfl_aux_3: 0.6891 (0.6797)  loss_vfl_aux_4: 0.6802 (0.6710)  loss_vfl_aux_5: 0.7556 (0.7538)  loss_vfl_dn_0: 0.4502 (0.4500)  loss_vfl_dn_1: 0.3903 (0.3846)  loss_vfl_dn_2: 0.3743 (0.3690)  loss_vfl_dn_3: 0.3677 (0.3617)  loss_vfl_dn_4: 0.3649 (0.3591)  loss_vfl_dn_5: 0.3645 (0.3584)  time: 0.4913  data: 0.0143  max mem: 5654
Epoch: [48]  [3000/7393]  eta: 0:36:01  lr: 0.000010  loss: 15.6098 (15.6621)  loss_bbox: 0.1408 (0.1506)  loss_bbox_aux_0: 0.1499 (0.1627)  loss_bbox_aux_1: 0.1486 (0.1554)  loss_bbox_aux_2: 0.1389 (0.1528)  loss_bbox_aux_3: 0.1405 (0.1509)  loss_bbox_aux_4: 0.1395 (0.1506)  loss_bbox_aux_5: 0.1963 (0.1992)  loss_bbox_dn_0: 0.2461 (0.2617)  loss_bbox_dn_1: 0.1773 (0.1916)  loss_bbox_dn_2: 0.1680 (0.1714)  loss_bbox_dn_3: 0.1668 (0.1655)  loss_bbox_dn_4: 0.1641 (0.1642)  loss_bbox_dn_5: 0.1641 (0.1642)  loss_giou: 0.4526 (0.4714)  loss_giou_aux_0: 0.4833 (0.4940)  loss_giou_aux_1: 0.4659 (0.4814)  loss_giou_aux_2: 0.4529 (0.4761)  loss_giou_aux_3: 0.4539 (0.4725)  loss_giou_aux_4: 0.4510 (0.4715)  loss_giou_aux_5: 0.5382 (0.5587)  loss_giou_dn_0: 0.5478 (0.5749)  loss_giou_dn_1: 0.4479 (0.4674)  loss_giou_dn_2: 0.4167 (0.4370)  loss_giou_dn_3: 0.4107 (0.4288)  loss_giou_dn_4: 0.4104 (0.4268)  loss_giou_dn_5: 0.4104 (0.4270)  loss_vfl: 0.6466 (0.6664)  loss_vfl_aux_0: 0.7392 (0.7692)  loss_vfl_aux_1: 0.6895 (0.7208)  loss_vfl_aux_2: 0.6762 (0.6924)  loss_vfl_aux_3: 0.6624 (0.6791)  loss_vfl_aux_4: 0.6492 (0.6704)  loss_vfl_aux_5: 0.7352 (0.7531)  loss_vfl_dn_0: 0.4514 (0.4499)  loss_vfl_dn_1: 0.3828 (0.3846)  loss_vfl_dn_2: 0.3643 (0.3689)  loss_vfl_dn_3: 0.3560 (0.3616)  loss_vfl_dn_4: 0.3545 (0.3591)  loss_vfl_dn_5: 0.3541 (0.3584)  time: 0.7519  data: 0.0138  max mem: 5654
Epoch: [48]  [3100/7393]  eta: 0:35:10  lr: 0.000010  loss: 15.0538 (15.6620)  loss_bbox: 0.1497 (0.1507)  loss_bbox_aux_0: 0.1674 (0.1628)  loss_bbox_aux_1: 0.1561 (0.1554)  loss_bbox_aux_2: 0.1526 (0.1529)  loss_bbox_aux_3: 0.1521 (0.1510)  loss_bbox_aux_4: 0.1506 (0.1507)  loss_bbox_aux_5: 0.2031 (0.1995)  loss_bbox_dn_0: 0.2375 (0.2621)  loss_bbox_dn_1: 0.1708 (0.1919)  loss_bbox_dn_2: 0.1527 (0.1716)  loss_bbox_dn_3: 0.1490 (0.1658)  loss_bbox_dn_4: 0.1472 (0.1644)  loss_bbox_dn_5: 0.1472 (0.1644)  loss_giou: 0.4432 (0.4708)  loss_giou_aux_0: 0.4639 (0.4934)  loss_giou_aux_1: 0.4403 (0.4808)  loss_giou_aux_2: 0.4526 (0.4755)  loss_giou_aux_3: 0.4537 (0.4719)  loss_giou_aux_4: 0.4407 (0.4709)  loss_giou_aux_5: 0.5466 (0.5582)  loss_giou_dn_0: 0.5580 (0.5747)  loss_giou_dn_1: 0.4557 (0.4672)  loss_giou_dn_2: 0.4321 (0.4367)  loss_giou_dn_3: 0.4232 (0.4285)  loss_giou_dn_4: 0.4199 (0.4265)  loss_giou_dn_5: 0.4201 (0.4267)  loss_vfl: 0.6453 (0.6671)  loss_vfl_aux_0: 0.7399 (0.7697)  loss_vfl_aux_1: 0.7041 (0.7214)  loss_vfl_aux_2: 0.6526 (0.6929)  loss_vfl_aux_3: 0.6493 (0.6796)  loss_vfl_aux_4: 0.6440 (0.6710)  loss_vfl_aux_5: 0.7339 (0.7534)  loss_vfl_dn_0: 0.4432 (0.4499)  loss_vfl_dn_1: 0.3817 (0.3846)  loss_vfl_dn_2: 0.3590 (0.3689)  loss_vfl_dn_3: 0.3533 (0.3616)  loss_vfl_dn_4: 0.3520 (0.3591)  loss_vfl_dn_5: 0.3510 (0.3583)  time: 0.4851  data: 0.0139  max mem: 5654
Epoch: [48]  [3200/7393]  eta: 0:34:20  lr: 0.000010  loss: 15.8975 (15.6643)  loss_bbox: 0.1395 (0.1505)  loss_bbox_aux_0: 0.1487 (0.1626)  loss_bbox_aux_1: 0.1408 (0.1552)  loss_bbox_aux_2: 0.1424 (0.1527)  loss_bbox_aux_3: 0.1355 (0.1508)  loss_bbox_aux_4: 0.1400 (0.1505)  loss_bbox_aux_5: 0.1877 (0.1993)  loss_bbox_dn_0: 0.2502 (0.2618)  loss_bbox_dn_1: 0.1744 (0.1917)  loss_bbox_dn_2: 0.1576 (0.1715)  loss_bbox_dn_3: 0.1496 (0.1656)  loss_bbox_dn_4: 0.1526 (0.1642)  loss_bbox_dn_5: 0.1527 (0.1642)  loss_giou: 0.4491 (0.4712)  loss_giou_aux_0: 0.4667 (0.4938)  loss_giou_aux_1: 0.4637 (0.4812)  loss_giou_aux_2: 0.4531 (0.4759)  loss_giou_aux_3: 0.4545 (0.4723)  loss_giou_aux_4: 0.4463 (0.4713)  loss_giou_aux_5: 0.5474 (0.5587)  loss_giou_dn_0: 0.5788 (0.5752)  loss_giou_dn_1: 0.4608 (0.4676)  loss_giou_dn_2: 0.4259 (0.4372)  loss_giou_dn_3: 0.4151 (0.4290)  loss_giou_dn_4: 0.4157 (0.4270)  loss_giou_dn_5: 0.4163 (0.4272)  loss_vfl: 0.6535 (0.6670)  loss_vfl_aux_0: 0.7741 (0.7693)  loss_vfl_aux_1: 0.7104 (0.7213)  loss_vfl_aux_2: 0.6900 (0.6927)  loss_vfl_aux_3: 0.6679 (0.6795)  loss_vfl_aux_4: 0.6553 (0.6709)  loss_vfl_aux_5: 0.7430 (0.7530)  loss_vfl_dn_0: 0.4503 (0.4499)  loss_vfl_dn_1: 0.3865 (0.3846)  loss_vfl_dn_2: 0.3680 (0.3690)  loss_vfl_dn_3: 0.3599 (0.3617)  loss_vfl_dn_4: 0.3582 (0.3592)  loss_vfl_dn_5: 0.3581 (0.3584)  time: 0.4746  data: 0.0139  max mem: 5654
Epoch: [48]  [3300/7393]  eta: 0:33:30  lr: 0.000010  loss: 15.5730 (15.6644)  loss_bbox: 0.1609 (0.1504)  loss_bbox_aux_0: 0.1671 (0.1625)  loss_bbox_aux_1: 0.1583 (0.1551)  loss_bbox_aux_2: 0.1607 (0.1526)  loss_bbox_aux_3: 0.1590 (0.1507)  loss_bbox_aux_4: 0.1560 (0.1504)  loss_bbox_aux_5: 0.2110 (0.1992)  loss_bbox_dn_0: 0.2685 (0.2616)  loss_bbox_dn_1: 0.2061 (0.1916)  loss_bbox_dn_2: 0.1829 (0.1714)  loss_bbox_dn_3: 0.1765 (0.1655)  loss_bbox_dn_4: 0.1736 (0.1641)  loss_bbox_dn_5: 0.1736 (0.1641)  loss_giou: 0.4423 (0.4714)  loss_giou_aux_0: 0.4508 (0.4940)  loss_giou_aux_1: 0.4395 (0.4813)  loss_giou_aux_2: 0.4318 (0.4761)  loss_giou_aux_3: 0.4370 (0.4725)  loss_giou_aux_4: 0.4323 (0.4715)  loss_giou_aux_5: 0.5295 (0.5589)  loss_giou_dn_0: 0.5847 (0.5753)  loss_giou_dn_1: 0.4825 (0.4677)  loss_giou_dn_2: 0.4478 (0.4373)  loss_giou_dn_3: 0.4356 (0.4291)  loss_giou_dn_4: 0.4348 (0.4270)  loss_giou_dn_5: 0.4348 (0.4272)  loss_vfl: 0.6591 (0.6669)  loss_vfl_aux_0: 0.7629 (0.7692)  loss_vfl_aux_1: 0.7323 (0.7214)  loss_vfl_aux_2: 0.7005 (0.6927)  loss_vfl_aux_3: 0.6935 (0.6793)  loss_vfl_aux_4: 0.6798 (0.6708)  loss_vfl_aux_5: 0.7635 (0.7528)  loss_vfl_dn_0: 0.4517 (0.4499)  loss_vfl_dn_1: 0.3850 (0.3847)  loss_vfl_dn_2: 0.3669 (0.3689)  loss_vfl_dn_3: 0.3614 (0.3617)  loss_vfl_dn_4: 0.3588 (0.3591)  loss_vfl_dn_5: 0.3595 (0.3584)  time: 0.4816  data: 0.0143  max mem: 5654
Epoch: [48]  [3400/7393]  eta: 0:32:40  lr: 0.000010  loss: 15.2195 (15.6669)  loss_bbox: 0.1533 (0.1504)  loss_bbox_aux_0: 0.1687 (0.1625)  loss_bbox_aux_1: 0.1566 (0.1551)  loss_bbox_aux_2: 0.1586 (0.1526)  loss_bbox_aux_3: 0.1563 (0.1507)  loss_bbox_aux_4: 0.1487 (0.1504)  loss_bbox_aux_5: 0.2112 (0.1991)  loss_bbox_dn_0: 0.2773 (0.2615)  loss_bbox_dn_1: 0.2039 (0.1915)  loss_bbox_dn_2: 0.1714 (0.1713)  loss_bbox_dn_3: 0.1638 (0.1654)  loss_bbox_dn_4: 0.1612 (0.1640)  loss_bbox_dn_5: 0.1611 (0.1640)  loss_giou: 0.4499 (0.4718)  loss_giou_aux_0: 0.4809 (0.4945)  loss_giou_aux_1: 0.4592 (0.4817)  loss_giou_aux_2: 0.4551 (0.4765)  loss_giou_aux_3: 0.4566 (0.4730)  loss_giou_aux_4: 0.4497 (0.4719)  loss_giou_aux_5: 0.5262 (0.5594)  loss_giou_dn_0: 0.5518 (0.5754)  loss_giou_dn_1: 0.4438 (0.4678)  loss_giou_dn_2: 0.4174 (0.4374)  loss_giou_dn_3: 0.4083 (0.4291)  loss_giou_dn_4: 0.4064 (0.4271)  loss_giou_dn_5: 0.4067 (0.4273)  loss_vfl: 0.6497 (0.6668)  loss_vfl_aux_0: 0.7445 (0.7691)  loss_vfl_aux_1: 0.7009 (0.7215)  loss_vfl_aux_2: 0.6913 (0.6927)  loss_vfl_aux_3: 0.6635 (0.6793)  loss_vfl_aux_4: 0.6597 (0.6707)  loss_vfl_aux_5: 0.7369 (0.7527)  loss_vfl_dn_0: 0.4422 (0.4498)  loss_vfl_dn_1: 0.3761 (0.3846)  loss_vfl_dn_2: 0.3554 (0.3689)  loss_vfl_dn_3: 0.3472 (0.3617)  loss_vfl_dn_4: 0.3469 (0.3591)  loss_vfl_dn_5: 0.3457 (0.3584)  time: 0.4787  data: 0.0139  max mem: 5654
Epoch: [48]  [3500/7393]  eta: 0:31:49  lr: 0.000010  loss: 15.0800 (15.6690)  loss_bbox: 0.1384 (0.1505)  loss_bbox_aux_0: 0.1509 (0.1627)  loss_bbox_aux_1: 0.1489 (0.1551)  loss_bbox_aux_2: 0.1446 (0.1527)  loss_bbox_aux_3: 0.1390 (0.1508)  loss_bbox_aux_4: 0.1380 (0.1504)  loss_bbox_aux_5: 0.2006 (0.1992)  loss_bbox_dn_0: 0.2522 (0.2616)  loss_bbox_dn_1: 0.1829 (0.1916)  loss_bbox_dn_2: 0.1668 (0.1713)  loss_bbox_dn_3: 0.1633 (0.1655)  loss_bbox_dn_4: 0.1622 (0.1641)  loss_bbox_dn_5: 0.1622 (0.1641)  loss_giou: 0.4552 (0.4720)  loss_giou_aux_0: 0.4824 (0.4947)  loss_giou_aux_1: 0.4757 (0.4818)  loss_giou_aux_2: 0.4595 (0.4766)  loss_giou_aux_3: 0.4597 (0.4731)  loss_giou_aux_4: 0.4548 (0.4721)  loss_giou_aux_5: 0.5478 (0.5596)  loss_giou_dn_0: 0.5731 (0.5755)  loss_giou_dn_1: 0.4599 (0.4679)  loss_giou_dn_2: 0.4230 (0.4375)  loss_giou_dn_3: 0.4161 (0.4293)  loss_giou_dn_4: 0.4125 (0.4273)  loss_giou_dn_5: 0.4123 (0.4274)  loss_vfl: 0.6380 (0.6667)  loss_vfl_aux_0: 0.7525 (0.7689)  loss_vfl_aux_1: 0.6971 (0.7214)  loss_vfl_aux_2: 0.6592 (0.6926)  loss_vfl_aux_3: 0.6553 (0.6792)  loss_vfl_aux_4: 0.6365 (0.6706)  loss_vfl_aux_5: 0.7480 (0.7525)  loss_vfl_dn_0: 0.4454 (0.4498)  loss_vfl_dn_1: 0.3848 (0.3847)  loss_vfl_dn_2: 0.3615 (0.3690)  loss_vfl_dn_3: 0.3522 (0.3617)  loss_vfl_dn_4: 0.3484 (0.3592)  loss_vfl_dn_5: 0.3490 (0.3584)  time: 0.4794  data: 0.0149  max mem: 5654
Epoch: [48]  [3600/7393]  eta: 0:31:06  lr: 0.000010  loss: 15.4616 (15.6657)  loss_bbox: 0.1380 (0.1504)  loss_bbox_aux_0: 0.1578 (0.1628)  loss_bbox_aux_1: 0.1485 (0.1551)  loss_bbox_aux_2: 0.1458 (0.1526)  loss_bbox_aux_3: 0.1413 (0.1507)  loss_bbox_aux_4: 0.1378 (0.1504)  loss_bbox_aux_5: 0.1913 (0.1993)  loss_bbox_dn_0: 0.2292 (0.2615)  loss_bbox_dn_1: 0.1617 (0.1915)  loss_bbox_dn_2: 0.1514 (0.1713)  loss_bbox_dn_3: 0.1486 (0.1655)  loss_bbox_dn_4: 0.1482 (0.1641)  loss_bbox_dn_5: 0.1482 (0.1641)  loss_giou: 0.4330 (0.4717)  loss_giou_aux_0: 0.4829 (0.4945)  loss_giou_aux_1: 0.4628 (0.4815)  loss_giou_aux_2: 0.4418 (0.4763)  loss_giou_aux_3: 0.4479 (0.4729)  loss_giou_aux_4: 0.4398 (0.4718)  loss_giou_aux_5: 0.5406 (0.5594)  loss_giou_dn_0: 0.5601 (0.5754)  loss_giou_dn_1: 0.4494 (0.4678)  loss_giou_dn_2: 0.4145 (0.4374)  loss_giou_dn_3: 0.4075 (0.4292)  loss_giou_dn_4: 0.4080 (0.4271)  loss_giou_dn_5: 0.4078 (0.4273)  loss_vfl: 0.6323 (0.6667)  loss_vfl_aux_0: 0.7327 (0.7687)  loss_vfl_aux_1: 0.6986 (0.7214)  loss_vfl_aux_2: 0.6793 (0.6927)  loss_vfl_aux_3: 0.6481 (0.6792)  loss_vfl_aux_4: 0.6458 (0.6707)  loss_vfl_aux_5: 0.7012 (0.7523)  loss_vfl_dn_0: 0.4454 (0.4498)  loss_vfl_dn_1: 0.3898 (0.3846)  loss_vfl_dn_2: 0.3707 (0.3689)  loss_vfl_dn_3: 0.3609 (0.3617)  loss_vfl_dn_4: 0.3590 (0.3591)  loss_vfl_dn_5: 0.3589 (0.3584)  time: 0.4696  data: 0.0135  max mem: 5654
Epoch: [48]  [3700/7393]  eta: 0:30:15  lr: 0.000010  loss: 15.0863 (15.6666)  loss_bbox: 0.1338 (0.1504)  loss_bbox_aux_0: 0.1447 (0.1627)  loss_bbox_aux_1: 0.1344 (0.1551)  loss_bbox_aux_2: 0.1311 (0.1526)  loss_bbox_aux_3: 0.1371 (0.1507)  loss_bbox_aux_4: 0.1341 (0.1503)  loss_bbox_aux_5: 0.1748 (0.1993)  loss_bbox_dn_0: 0.2415 (0.2615)  loss_bbox_dn_1: 0.1751 (0.1915)  loss_bbox_dn_2: 0.1577 (0.1713)  loss_bbox_dn_3: 0.1515 (0.1655)  loss_bbox_dn_4: 0.1489 (0.1641)  loss_bbox_dn_5: 0.1487 (0.1641)  loss_giou: 0.4458 (0.4717)  loss_giou_aux_0: 0.4691 (0.4945)  loss_giou_aux_1: 0.4516 (0.4815)  loss_giou_aux_2: 0.4611 (0.4763)  loss_giou_aux_3: 0.4461 (0.4729)  loss_giou_aux_4: 0.4452 (0.4718)  loss_giou_aux_5: 0.5427 (0.5594)  loss_giou_dn_0: 0.5619 (0.5755)  loss_giou_dn_1: 0.4491 (0.4678)  loss_giou_dn_2: 0.4170 (0.4374)  loss_giou_dn_3: 0.4065 (0.4292)  loss_giou_dn_4: 0.4051 (0.4272)  loss_giou_dn_5: 0.4053 (0.4274)  loss_vfl: 0.6383 (0.6669)  loss_vfl_aux_0: 0.7128 (0.7688)  loss_vfl_aux_1: 0.6614 (0.7216)  loss_vfl_aux_2: 0.6456 (0.6927)  loss_vfl_aux_3: 0.6430 (0.6793)  loss_vfl_aux_4: 0.6355 (0.6708)  loss_vfl_aux_5: 0.6904 (0.7524)  loss_vfl_dn_0: 0.4409 (0.4498)  loss_vfl_dn_1: 0.3722 (0.3846)  loss_vfl_dn_2: 0.3575 (0.3689)  loss_vfl_dn_3: 0.3510 (0.3617)  loss_vfl_dn_4: 0.3488 (0.3591)  loss_vfl_dn_5: 0.3492 (0.3584)  time: 0.4691  data: 0.0140  max mem: 5654
Epoch: [48]  [3800/7393]  eta: 0:29:25  lr: 0.000010  loss: 15.3567 (15.6641)  loss_bbox: 0.1446 (0.1503)  loss_bbox_aux_0: 0.1491 (0.1627)  loss_bbox_aux_1: 0.1465 (0.1551)  loss_bbox_aux_2: 0.1457 (0.1525)  loss_bbox_aux_3: 0.1425 (0.1507)  loss_bbox_aux_4: 0.1417 (0.1503)  loss_bbox_aux_5: 0.1929 (0.1994)  loss_bbox_dn_0: 0.2370 (0.2617)  loss_bbox_dn_1: 0.1770 (0.1916)  loss_bbox_dn_2: 0.1644 (0.1715)  loss_bbox_dn_3: 0.1502 (0.1656)  loss_bbox_dn_4: 0.1489 (0.1642)  loss_bbox_dn_5: 0.1489 (0.1642)  loss_giou: 0.4927 (0.4714)  loss_giou_aux_0: 0.5111 (0.4942)  loss_giou_aux_1: 0.4935 (0.4812)  loss_giou_aux_2: 0.4952 (0.4760)  loss_giou_aux_3: 0.4965 (0.4726)  loss_giou_aux_4: 0.4944 (0.4715)  loss_giou_aux_5: 0.5718 (0.5592)  loss_giou_dn_0: 0.5676 (0.5753)  loss_giou_dn_1: 0.4528 (0.4677)  loss_giou_dn_2: 0.4160 (0.4372)  loss_giou_dn_3: 0.4094 (0.4290)  loss_giou_dn_4: 0.4114 (0.4270)  loss_giou_dn_5: 0.4110 (0.4272)  loss_vfl: 0.6460 (0.6669)  loss_vfl_aux_0: 0.7394 (0.7688)  loss_vfl_aux_1: 0.6927 (0.7216)  loss_vfl_aux_2: 0.6554 (0.6928)  loss_vfl_aux_3: 0.6611 (0.6793)  loss_vfl_aux_4: 0.6493 (0.6707)  loss_vfl_aux_5: 0.7121 (0.7523)  loss_vfl_dn_0: 0.4538 (0.4498)  loss_vfl_dn_1: 0.3841 (0.3846)  loss_vfl_dn_2: 0.3658 (0.3688)  loss_vfl_dn_3: 0.3584 (0.3616)  loss_vfl_dn_4: 0.3551 (0.3590)  loss_vfl_dn_5: 0.3553 (0.3583)  time: 0.4733  data: 0.0140  max mem: 5654
Epoch: [48]  [3900/7393]  eta: 0:28:35  lr: 0.000010  loss: 16.5407 (15.6639)  loss_bbox: 0.1640 (0.1505)  loss_bbox_aux_0: 0.1705 (0.1629)  loss_bbox_aux_1: 0.1770 (0.1552)  loss_bbox_aux_2: 0.1578 (0.1527)  loss_bbox_aux_3: 0.1647 (0.1508)  loss_bbox_aux_4: 0.1640 (0.1504)  loss_bbox_aux_5: 0.2164 (0.1997)  loss_bbox_dn_0: 0.2821 (0.2620)  loss_bbox_dn_1: 0.2068 (0.1918)  loss_bbox_dn_2: 0.1909 (0.1717)  loss_bbox_dn_3: 0.1836 (0.1658)  loss_bbox_dn_4: 0.1817 (0.1645)  loss_bbox_dn_5: 0.1817 (0.1645)  loss_giou: 0.4481 (0.4708)  loss_giou_aux_0: 0.4872 (0.4937)  loss_giou_aux_1: 0.4705 (0.4806)  loss_giou_aux_2: 0.4612 (0.4754)  loss_giou_aux_3: 0.4528 (0.4720)  loss_giou_aux_4: 0.4466 (0.4709)  loss_giou_aux_5: 0.5438 (0.5587)  loss_giou_dn_0: 0.5790 (0.5750)  loss_giou_dn_1: 0.4660 (0.4674)  loss_giou_dn_2: 0.4297 (0.4369)  loss_giou_dn_3: 0.4206 (0.4287)  loss_giou_dn_4: 0.4210 (0.4267)  loss_giou_dn_5: 0.4211 (0.4269)  loss_vfl: 0.6970 (0.6673)  loss_vfl_aux_0: 0.7958 (0.7692)  loss_vfl_aux_1: 0.7687 (0.7221)  loss_vfl_aux_2: 0.7242 (0.6934)  loss_vfl_aux_3: 0.7183 (0.6797)  loss_vfl_aux_4: 0.7013 (0.6712)  loss_vfl_aux_5: 0.7815 (0.7526)  loss_vfl_dn_0: 0.4623 (0.4499)  loss_vfl_dn_1: 0.3953 (0.3846)  loss_vfl_dn_2: 0.3800 (0.3688)  loss_vfl_dn_3: 0.3718 (0.3616)  loss_vfl_dn_4: 0.3702 (0.3590)  loss_vfl_dn_5: 0.3691 (0.3583)  time: 0.4774  data: 0.0146  max mem: 5654
Epoch: [48]  [4000/7393]  eta: 0:27:45  lr: 0.000010  loss: 15.6695 (15.6630)  loss_bbox: 0.1447 (0.1504)  loss_bbox_aux_0: 0.1647 (0.1629)  loss_bbox_aux_1: 0.1628 (0.1551)  loss_bbox_aux_2: 0.1482 (0.1526)  loss_bbox_aux_3: 0.1525 (0.1508)  loss_bbox_aux_4: 0.1456 (0.1504)  loss_bbox_aux_5: 0.1907 (0.1996)  loss_bbox_dn_0: 0.2506 (0.2620)  loss_bbox_dn_1: 0.1750 (0.1918)  loss_bbox_dn_2: 0.1506 (0.1716)  loss_bbox_dn_3: 0.1473 (0.1658)  loss_bbox_dn_4: 0.1453 (0.1644)  loss_bbox_dn_5: 0.1453 (0.1644)  loss_giou: 0.4334 (0.4706)  loss_giou_aux_0: 0.4693 (0.4935)  loss_giou_aux_1: 0.4633 (0.4804)  loss_giou_aux_2: 0.4608 (0.4752)  loss_giou_aux_3: 0.4474 (0.4718)  loss_giou_aux_4: 0.4332 (0.4707)  loss_giou_aux_5: 0.5099 (0.5583)  loss_giou_dn_0: 0.5656 (0.5749)  loss_giou_dn_1: 0.4688 (0.4673)  loss_giou_dn_2: 0.4408 (0.4368)  loss_giou_dn_3: 0.4336 (0.4286)  loss_giou_dn_4: 0.4303 (0.4266)  loss_giou_dn_5: 0.4303 (0.4268)  loss_vfl: 0.6716 (0.6677)  loss_vfl_aux_0: 0.7663 (0.7693)  loss_vfl_aux_1: 0.7174 (0.7222)  loss_vfl_aux_2: 0.6972 (0.6936)  loss_vfl_aux_3: 0.6927 (0.6801)  loss_vfl_aux_4: 0.6843 (0.6716)  loss_vfl_aux_5: 0.7612 (0.7528)  loss_vfl_dn_0: 0.4494 (0.4499)  loss_vfl_dn_1: 0.3916 (0.3847)  loss_vfl_dn_2: 0.3770 (0.3689)  loss_vfl_dn_3: 0.3676 (0.3616)  loss_vfl_dn_4: 0.3654 (0.3591)  loss_vfl_dn_5: 0.3644 (0.3584)  time: 0.4803  data: 0.0143  max mem: 5654
Epoch: [48]  [4100/7393]  eta: 0:26:55  lr: 0.000010  loss: 15.4875 (15.6635)  loss_bbox: 0.1377 (0.1504)  loss_bbox_aux_0: 0.1582 (0.1629)  loss_bbox_aux_1: 0.1514 (0.1552)  loss_bbox_aux_2: 0.1371 (0.1527)  loss_bbox_aux_3: 0.1372 (0.1507)  loss_bbox_aux_4: 0.1365 (0.1503)  loss_bbox_aux_5: 0.1903 (0.1996)  loss_bbox_dn_0: 0.2549 (0.2619)  loss_bbox_dn_1: 0.1834 (0.1917)  loss_bbox_dn_2: 0.1615 (0.1716)  loss_bbox_dn_3: 0.1549 (0.1658)  loss_bbox_dn_4: 0.1545 (0.1644)  loss_bbox_dn_5: 0.1545 (0.1644)  loss_giou: 0.4220 (0.4706)  loss_giou_aux_0: 0.4516 (0.4936)  loss_giou_aux_1: 0.4382 (0.4805)  loss_giou_aux_2: 0.4144 (0.4752)  loss_giou_aux_3: 0.4137 (0.4718)  loss_giou_aux_4: 0.4110 (0.4707)  loss_giou_aux_5: 0.5246 (0.5584)  loss_giou_dn_0: 0.5506 (0.5750)  loss_giou_dn_1: 0.4434 (0.4673)  loss_giou_dn_2: 0.4138 (0.4368)  loss_giou_dn_3: 0.4051 (0.4287)  loss_giou_dn_4: 0.4018 (0.4266)  loss_giou_dn_5: 0.4018 (0.4268)  loss_vfl: 0.6992 (0.6678)  loss_vfl_aux_0: 0.7795 (0.7693)  loss_vfl_aux_1: 0.7475 (0.7220)  loss_vfl_aux_2: 0.7158 (0.6936)  loss_vfl_aux_3: 0.7089 (0.6802)  loss_vfl_aux_4: 0.7014 (0.6717)  loss_vfl_aux_5: 0.7526 (0.7526)  loss_vfl_dn_0: 0.4498 (0.4499)  loss_vfl_dn_1: 0.3827 (0.3846)  loss_vfl_dn_2: 0.3651 (0.3689)  loss_vfl_dn_3: 0.3629 (0.3617)  loss_vfl_dn_4: 0.3595 (0.3591)  loss_vfl_dn_5: 0.3593 (0.3584)  time: 0.4793  data: 0.0144  max mem: 5654
Epoch: [48]  [4200/7393]  eta: 0:26:10  lr: 0.000010  loss: 16.2981 (15.6651)  loss_bbox: 0.1566 (0.1504)  loss_bbox_aux_0: 0.1676 (0.1629)  loss_bbox_aux_1: 0.1529 (0.1552)  loss_bbox_aux_2: 0.1558 (0.1527)  loss_bbox_aux_3: 0.1558 (0.1507)  loss_bbox_aux_4: 0.1569 (0.1504)  loss_bbox_aux_5: 0.1965 (0.1996)  loss_bbox_dn_0: 0.2230 (0.2620)  loss_bbox_dn_1: 0.1747 (0.1919)  loss_bbox_dn_2: 0.1544 (0.1717)  loss_bbox_dn_3: 0.1504 (0.1659)  loss_bbox_dn_4: 0.1500 (0.1646)  loss_bbox_dn_5: 0.1500 (0.1646)  loss_giou: 0.4765 (0.4704)  loss_giou_aux_0: 0.4897 (0.4932)  loss_giou_aux_1: 0.4838 (0.4802)  loss_giou_aux_2: 0.4799 (0.4749)  loss_giou_aux_3: 0.4766 (0.4715)  loss_giou_aux_4: 0.4832 (0.4705)  loss_giou_aux_5: 0.5882 (0.5580)  loss_giou_dn_0: 0.5955 (0.5749)  loss_giou_dn_1: 0.4858 (0.4672)  loss_giou_dn_2: 0.4616 (0.4368)  loss_giou_dn_3: 0.4524 (0.4286)  loss_giou_dn_4: 0.4501 (0.4266)  loss_giou_dn_5: 0.4497 (0.4268)  loss_vfl: 0.6561 (0.6681)  loss_vfl_aux_0: 0.7509 (0.7698)  loss_vfl_aux_1: 0.7243 (0.7225)  loss_vfl_aux_2: 0.6731 (0.6941)  loss_vfl_aux_3: 0.6672 (0.6807)  loss_vfl_aux_4: 0.6616 (0.6720)  loss_vfl_aux_5: 0.7088 (0.7530)  loss_vfl_dn_0: 0.4434 (0.4500)  loss_vfl_dn_1: 0.3854 (0.3847)  loss_vfl_dn_2: 0.3701 (0.3689)  loss_vfl_dn_3: 0.3624 (0.3617)  loss_vfl_dn_4: 0.3590 (0.3591)  loss_vfl_dn_5: 0.3598 (0.3584)  time: 0.4828  data: 0.0146  max mem: 5654
Epoch: [48]  [4300/7393]  eta: 0:25:19  lr: 0.000010  loss: 15.6320 (15.6628)  loss_bbox: 0.1447 (0.1504)  loss_bbox_aux_0: 0.1549 (0.1629)  loss_bbox_aux_1: 0.1489 (0.1552)  loss_bbox_aux_2: 0.1472 (0.1526)  loss_bbox_aux_3: 0.1498 (0.1507)  loss_bbox_aux_4: 0.1451 (0.1503)  loss_bbox_aux_5: 0.1851 (0.1996)  loss_bbox_dn_0: 0.2354 (0.2620)  loss_bbox_dn_1: 0.1727 (0.1918)  loss_bbox_dn_2: 0.1520 (0.1717)  loss_bbox_dn_3: 0.1466 (0.1659)  loss_bbox_dn_4: 0.1479 (0.1645)  loss_bbox_dn_5: 0.1480 (0.1645)  loss_giou: 0.4269 (0.4703)  loss_giou_aux_0: 0.4671 (0.4931)  loss_giou_aux_1: 0.4389 (0.4801)  loss_giou_aux_2: 0.4291 (0.4748)  loss_giou_aux_3: 0.4274 (0.4714)  loss_giou_aux_4: 0.4254 (0.4704)  loss_giou_aux_5: 0.5298 (0.5579)  loss_giou_dn_0: 0.5745 (0.5749)  loss_giou_dn_1: 0.4535 (0.4672)  loss_giou_dn_2: 0.4251 (0.4367)  loss_giou_dn_3: 0.4131 (0.4286)  loss_giou_dn_4: 0.4108 (0.4266)  loss_giou_dn_5: 0.4107 (0.4268)  loss_vfl: 0.6609 (0.6681)  loss_vfl_aux_0: 0.7461 (0.7696)  loss_vfl_aux_1: 0.6995 (0.7224)  loss_vfl_aux_2: 0.6979 (0.6941)  loss_vfl_aux_3: 0.6848 (0.6806)  loss_vfl_aux_4: 0.6649 (0.6720)  loss_vfl_aux_5: 0.7229 (0.7530)  loss_vfl_dn_0: 0.4442 (0.4499)  loss_vfl_dn_1: 0.3887 (0.3846)  loss_vfl_dn_2: 0.3735 (0.3688)  loss_vfl_dn_3: 0.3656 (0.3616)  loss_vfl_dn_4: 0.3639 (0.3590)  loss_vfl_dn_5: 0.3636 (0.3583)  time: 0.4665  data: 0.0143  max mem: 5654
Epoch: [48]  [4400/7393]  eta: 0:24:29  lr: 0.000010  loss: 15.3248 (15.6635)  loss_bbox: 0.1472 (0.1504)  loss_bbox_aux_0: 0.1528 (0.1630)  loss_bbox_aux_1: 0.1469 (0.1552)  loss_bbox_aux_2: 0.1523 (0.1527)  loss_bbox_aux_3: 0.1460 (0.1507)  loss_bbox_aux_4: 0.1440 (0.1504)  loss_bbox_aux_5: 0.1964 (0.1997)  loss_bbox_dn_0: 0.2569 (0.2622)  loss_bbox_dn_1: 0.1855 (0.1920)  loss_bbox_dn_2: 0.1667 (0.1719)  loss_bbox_dn_3: 0.1618 (0.1660)  loss_bbox_dn_4: 0.1598 (0.1647)  loss_bbox_dn_5: 0.1600 (0.1647)  loss_giou: 0.4189 (0.4701)  loss_giou_aux_0: 0.4264 (0.4930)  loss_giou_aux_1: 0.4154 (0.4798)  loss_giou_aux_2: 0.4137 (0.4746)  loss_giou_aux_3: 0.4038 (0.4712)  loss_giou_aux_4: 0.4084 (0.4702)  loss_giou_aux_5: 0.4970 (0.5578)  loss_giou_dn_0: 0.5339 (0.5749)  loss_giou_dn_1: 0.4304 (0.4672)  loss_giou_dn_2: 0.3865 (0.4367)  loss_giou_dn_3: 0.3787 (0.4285)  loss_giou_dn_4: 0.3760 (0.4265)  loss_giou_dn_5: 0.3761 (0.4267)  loss_vfl: 0.6506 (0.6682)  loss_vfl_aux_0: 0.7654 (0.7695)  loss_vfl_aux_1: 0.7132 (0.7225)  loss_vfl_aux_2: 0.6821 (0.6942)  loss_vfl_aux_3: 0.6599 (0.6807)  loss_vfl_aux_4: 0.6595 (0.6721)  loss_vfl_aux_5: 0.7677 (0.7531)  loss_vfl_dn_0: 0.4480 (0.4500)  loss_vfl_dn_1: 0.3799 (0.3846)  loss_vfl_dn_2: 0.3666 (0.3688)  loss_vfl_dn_3: 0.3618 (0.3616)  loss_vfl_dn_4: 0.3586 (0.3590)  loss_vfl_dn_5: 0.3585 (0.3583)  time: 0.4856  data: 0.0142  max mem: 5654
Epoch: [48]  [4500/7393]  eta: 0:23:40  lr: 0.000010  loss: 15.4811 (15.6657)  loss_bbox: 0.1375 (0.1504)  loss_bbox_aux_0: 0.1536 (0.1629)  loss_bbox_aux_1: 0.1352 (0.1552)  loss_bbox_aux_2: 0.1328 (0.1526)  loss_bbox_aux_3: 0.1285 (0.1507)  loss_bbox_aux_4: 0.1374 (0.1504)  loss_bbox_aux_5: 0.1711 (0.1996)  loss_bbox_dn_0: 0.2286 (0.2621)  loss_bbox_dn_1: 0.1669 (0.1920)  loss_bbox_dn_2: 0.1481 (0.1718)  loss_bbox_dn_3: 0.1465 (0.1660)  loss_bbox_dn_4: 0.1456 (0.1646)  loss_bbox_dn_5: 0.1448 (0.1646)  loss_giou: 0.5029 (0.4705)  loss_giou_aux_0: 0.5191 (0.4934)  loss_giou_aux_1: 0.5039 (0.4802)  loss_giou_aux_2: 0.5134 (0.4750)  loss_giou_aux_3: 0.5034 (0.4716)  loss_giou_aux_4: 0.4993 (0.4705)  loss_giou_aux_5: 0.5781 (0.5581)  loss_giou_dn_0: 0.5964 (0.5751)  loss_giou_dn_1: 0.4846 (0.4674)  loss_giou_dn_2: 0.4559 (0.4369)  loss_giou_dn_3: 0.4513 (0.4288)  loss_giou_dn_4: 0.4504 (0.4268)  loss_giou_dn_5: 0.4504 (0.4269)  loss_vfl: 0.6549 (0.6680)  loss_vfl_aux_0: 0.7342 (0.7693)  loss_vfl_aux_1: 0.7140 (0.7224)  loss_vfl_aux_2: 0.7014 (0.6942)  loss_vfl_aux_3: 0.6871 (0.6806)  loss_vfl_aux_4: 0.6724 (0.6719)  loss_vfl_aux_5: 0.7443 (0.7529)  loss_vfl_dn_0: 0.4458 (0.4500)  loss_vfl_dn_1: 0.3839 (0.3846)  loss_vfl_dn_2: 0.3715 (0.3688)  loss_vfl_dn_3: 0.3673 (0.3616)  loss_vfl_dn_4: 0.3657 (0.3590)  loss_vfl_dn_5: 0.3652 (0.3583)  time: 0.4747  data: 0.0139  max mem: 5654
Epoch: [48]  [4600/7393]  eta: 0:22:50  lr: 0.000010  loss: 15.2421 (15.6686)  loss_bbox: 0.1503 (0.1505)  loss_bbox_aux_0: 0.1611 (0.1630)  loss_bbox_aux_1: 0.1516 (0.1552)  loss_bbox_aux_2: 0.1508 (0.1527)  loss_bbox_aux_3: 0.1501 (0.1508)  loss_bbox_aux_4: 0.1539 (0.1505)  loss_bbox_aux_5: 0.1964 (0.1997)  loss_bbox_dn_0: 0.2856 (0.2623)  loss_bbox_dn_1: 0.2011 (0.1921)  loss_bbox_dn_2: 0.1750 (0.1720)  loss_bbox_dn_3: 0.1724 (0.1662)  loss_bbox_dn_4: 0.1663 (0.1648)  loss_bbox_dn_5: 0.1665 (0.1648)  loss_giou: 0.4250 (0.4704)  loss_giou_aux_0: 0.4512 (0.4933)  loss_giou_aux_1: 0.4349 (0.4802)  loss_giou_aux_2: 0.4320 (0.4749)  loss_giou_aux_3: 0.4260 (0.4715)  loss_giou_aux_4: 0.4239 (0.4705)  loss_giou_aux_5: 0.4938 (0.5581)  loss_giou_dn_0: 0.5686 (0.5751)  loss_giou_dn_1: 0.4533 (0.4674)  loss_giou_dn_2: 0.4229 (0.4369)  loss_giou_dn_3: 0.4144 (0.4288)  loss_giou_dn_4: 0.4125 (0.4267)  loss_giou_dn_5: 0.4130 (0.4269)  loss_vfl: 0.6786 (0.6682)  loss_vfl_aux_0: 0.7732 (0.7693)  loss_vfl_aux_1: 0.7319 (0.7225)  loss_vfl_aux_2: 0.7041 (0.6944)  loss_vfl_aux_3: 0.6868 (0.6808)  loss_vfl_aux_4: 0.6742 (0.6721)  loss_vfl_aux_5: 0.7493 (0.7530)  loss_vfl_dn_0: 0.4532 (0.4501)  loss_vfl_dn_1: 0.3928 (0.3847)  loss_vfl_dn_2: 0.3752 (0.3689)  loss_vfl_dn_3: 0.3676 (0.3617)  loss_vfl_dn_4: 0.3618 (0.3591)  loss_vfl_dn_5: 0.3604 (0.3583)  time: 0.4885  data: 0.0142  max mem: 5654
Epoch: [48]  [4700/7393]  eta: 0:22:01  lr: 0.000010  loss: 15.7825 (15.6665)  loss_bbox: 0.1549 (0.1504)  loss_bbox_aux_0: 0.1766 (0.1630)  loss_bbox_aux_1: 0.1674 (0.1552)  loss_bbox_aux_2: 0.1552 (0.1526)  loss_bbox_aux_3: 0.1545 (0.1507)  loss_bbox_aux_4: 0.1551 (0.1504)  loss_bbox_aux_5: 0.2115 (0.1997)  loss_bbox_dn_0: 0.2782 (0.2622)  loss_bbox_dn_1: 0.2061 (0.1921)  loss_bbox_dn_2: 0.1827 (0.1719)  loss_bbox_dn_3: 0.1769 (0.1661)  loss_bbox_dn_4: 0.1757 (0.1647)  loss_bbox_dn_5: 0.1758 (0.1647)  loss_giou: 0.4522 (0.4701)  loss_giou_aux_0: 0.4708 (0.4931)  loss_giou_aux_1: 0.4584 (0.4799)  loss_giou_aux_2: 0.4423 (0.4746)  loss_giou_aux_3: 0.4483 (0.4712)  loss_giou_aux_4: 0.4520 (0.4702)  loss_giou_aux_5: 0.5243 (0.5578)  loss_giou_dn_0: 0.5675 (0.5750)  loss_giou_dn_1: 0.4559 (0.4672)  loss_giou_dn_2: 0.4232 (0.4367)  loss_giou_dn_3: 0.4191 (0.4286)  loss_giou_dn_4: 0.4178 (0.4265)  loss_giou_dn_5: 0.4179 (0.4267)  loss_vfl: 0.6862 (0.6685)  loss_vfl_aux_0: 0.7744 (0.7696)  loss_vfl_aux_1: 0.7284 (0.7229)  loss_vfl_aux_2: 0.7167 (0.6947)  loss_vfl_aux_3: 0.7000 (0.6811)  loss_vfl_aux_4: 0.6913 (0.6724)  loss_vfl_aux_5: 0.7476 (0.7532)  loss_vfl_dn_0: 0.4520 (0.4501)  loss_vfl_dn_1: 0.3842 (0.3847)  loss_vfl_dn_2: 0.3691 (0.3689)  loss_vfl_dn_3: 0.3601 (0.3617)  loss_vfl_dn_4: 0.3599 (0.3591)  loss_vfl_dn_5: 0.3598 (0.3584)  time: 0.5055  data: 0.0145  max mem: 5654
Epoch: [48]  [4800/7393]  eta: 0:21:12  lr: 0.000010  loss: 15.9476 (15.6698)  loss_bbox: 0.1361 (0.1506)  loss_bbox_aux_0: 0.1557 (0.1632)  loss_bbox_aux_1: 0.1527 (0.1554)  loss_bbox_aux_2: 0.1432 (0.1528)  loss_bbox_aux_3: 0.1392 (0.1508)  loss_bbox_aux_4: 0.1392 (0.1505)  loss_bbox_aux_5: 0.1994 (0.1999)  loss_bbox_dn_0: 0.2513 (0.2626)  loss_bbox_dn_1: 0.1880 (0.1923)  loss_bbox_dn_2: 0.1773 (0.1722)  loss_bbox_dn_3: 0.1725 (0.1663)  loss_bbox_dn_4: 0.1696 (0.1649)  loss_bbox_dn_5: 0.1697 (0.1650)  loss_giou: 0.4497 (0.4700)  loss_giou_aux_0: 0.4689 (0.4930)  loss_giou_aux_1: 0.4572 (0.4798)  loss_giou_aux_2: 0.4525 (0.4745)  loss_giou_aux_3: 0.4461 (0.4711)  loss_giou_aux_4: 0.4433 (0.4700)  loss_giou_aux_5: 0.5486 (0.5576)  loss_giou_dn_0: 0.5715 (0.5749)  loss_giou_dn_1: 0.4500 (0.4672)  loss_giou_dn_2: 0.4171 (0.4367)  loss_giou_dn_3: 0.4065 (0.4286)  loss_giou_dn_4: 0.4048 (0.4265)  loss_giou_dn_5: 0.4051 (0.4267)  loss_vfl: 0.6594 (0.6687)  loss_vfl_aux_0: 0.7423 (0.7698)  loss_vfl_aux_1: 0.7018 (0.7230)  loss_vfl_aux_2: 0.6770 (0.6950)  loss_vfl_aux_3: 0.6599 (0.6814)  loss_vfl_aux_4: 0.6594 (0.6727)  loss_vfl_aux_5: 0.7330 (0.7534)  loss_vfl_dn_0: 0.4466 (0.4501)  loss_vfl_dn_1: 0.3864 (0.3847)  loss_vfl_dn_2: 0.3704 (0.3689)  loss_vfl_dn_3: 0.3634 (0.3617)  loss_vfl_dn_4: 0.3621 (0.3591)  loss_vfl_dn_5: 0.3623 (0.3584)  time: 0.4774  data: 0.0141  max mem: 5654
Epoch: [48]  [4900/7393]  eta: 0:20:22  lr: 0.000010  loss: 15.8380 (15.6705)  loss_bbox: 0.1579 (0.1507)  loss_bbox_aux_0: 0.1614 (0.1633)  loss_bbox_aux_1: 0.1615 (0.1554)  loss_bbox_aux_2: 0.1582 (0.1530)  loss_bbox_aux_3: 0.1589 (0.1509)  loss_bbox_aux_4: 0.1564 (0.1506)  loss_bbox_aux_5: 0.2050 (0.1999)  loss_bbox_dn_0: 0.2400 (0.2628)  loss_bbox_dn_1: 0.1755 (0.1925)  loss_bbox_dn_2: 0.1587 (0.1724)  loss_bbox_dn_3: 0.1546 (0.1665)  loss_bbox_dn_4: 0.1527 (0.1652)  loss_bbox_dn_5: 0.1528 (0.1652)  loss_giou: 0.4872 (0.4698)  loss_giou_aux_0: 0.5078 (0.4929)  loss_giou_aux_1: 0.4926 (0.4796)  loss_giou_aux_2: 0.4949 (0.4743)  loss_giou_aux_3: 0.4844 (0.4709)  loss_giou_aux_4: 0.4851 (0.4698)  loss_giou_aux_5: 0.5686 (0.5574)  loss_giou_dn_0: 0.5821 (0.5749)  loss_giou_dn_1: 0.4730 (0.4672)  loss_giou_dn_2: 0.4414 (0.4367)  loss_giou_dn_3: 0.4349 (0.4285)  loss_giou_dn_4: 0.4352 (0.4265)  loss_giou_dn_5: 0.4360 (0.4267)  loss_vfl: 0.6382 (0.6689)  loss_vfl_aux_0: 0.7488 (0.7697)  loss_vfl_aux_1: 0.7111 (0.7231)  loss_vfl_aux_2: 0.6722 (0.6949)  loss_vfl_aux_3: 0.6603 (0.6814)  loss_vfl_aux_4: 0.6518 (0.6728)  loss_vfl_aux_5: 0.7380 (0.7535)  loss_vfl_dn_0: 0.4410 (0.4501)  loss_vfl_dn_1: 0.3818 (0.3847)  loss_vfl_dn_2: 0.3652 (0.3689)  loss_vfl_dn_3: 0.3593 (0.3617)  loss_vfl_dn_4: 0.3564 (0.3591)  loss_vfl_dn_5: 0.3540 (0.3584)  time: 0.4713  data: 0.0140  max mem: 5654
Epoch: [48]  [5000/7393]  eta: 0:19:33  lr: 0.000010  loss: 15.9170 (15.6707)  loss_bbox: 0.1380 (0.1507)  loss_bbox_aux_0: 0.1613 (0.1634)  loss_bbox_aux_1: 0.1479 (0.1555)  loss_bbox_aux_2: 0.1357 (0.1530)  loss_bbox_aux_3: 0.1374 (0.1510)  loss_bbox_aux_4: 0.1393 (0.1507)  loss_bbox_aux_5: 0.2010 (0.2000)  loss_bbox_dn_0: 0.2434 (0.2629)  loss_bbox_dn_1: 0.1759 (0.1927)  loss_bbox_dn_2: 0.1522 (0.1725)  loss_bbox_dn_3: 0.1459 (0.1666)  loss_bbox_dn_4: 0.1444 (0.1652)  loss_bbox_dn_5: 0.1446 (0.1653)  loss_giou: 0.4922 (0.4698)  loss_giou_aux_0: 0.5154 (0.4929)  loss_giou_aux_1: 0.4993 (0.4796)  loss_giou_aux_2: 0.5014 (0.4743)  loss_giou_aux_3: 0.4882 (0.4709)  loss_giou_aux_4: 0.4893 (0.4698)  loss_giou_aux_5: 0.5664 (0.5575)  loss_giou_dn_0: 0.5839 (0.5748)  loss_giou_dn_1: 0.4688 (0.4671)  loss_giou_dn_2: 0.4338 (0.4366)  loss_giou_dn_3: 0.4247 (0.4285)  loss_giou_dn_4: 0.4230 (0.4265)  loss_giou_dn_5: 0.4231 (0.4266)  loss_vfl: 0.6715 (0.6688)  loss_vfl_aux_0: 0.7563 (0.7695)  loss_vfl_aux_1: 0.7316 (0.7230)  loss_vfl_aux_2: 0.6854 (0.6949)  loss_vfl_aux_3: 0.6710 (0.6812)  loss_vfl_aux_4: 0.6689 (0.6727)  loss_vfl_aux_5: 0.7498 (0.7534)  loss_vfl_dn_0: 0.4604 (0.4501)  loss_vfl_dn_1: 0.3939 (0.3847)  loss_vfl_dn_2: 0.3811 (0.3689)  loss_vfl_dn_3: 0.3761 (0.3617)  loss_vfl_dn_4: 0.3734 (0.3591)  loss_vfl_dn_5: 0.3712 (0.3584)  time: 0.4871  data: 0.0141  max mem: 5654
Epoch: [48]  [5100/7393]  eta: 0:18:43  lr: 0.000010  loss: 16.1844 (15.6725)  loss_bbox: 0.1446 (0.1508)  loss_bbox_aux_0: 0.1656 (0.1635)  loss_bbox_aux_1: 0.1530 (0.1556)  loss_bbox_aux_2: 0.1574 (0.1531)  loss_bbox_aux_3: 0.1522 (0.1511)  loss_bbox_aux_4: 0.1442 (0.1508)  loss_bbox_aux_5: 0.1994 (0.2002)  loss_bbox_dn_0: 0.2763 (0.2632)  loss_bbox_dn_1: 0.1989 (0.1929)  loss_bbox_dn_2: 0.1740 (0.1726)  loss_bbox_dn_3: 0.1673 (0.1668)  loss_bbox_dn_4: 0.1671 (0.1654)  loss_bbox_dn_5: 0.1672 (0.1654)  loss_giou: 0.4526 (0.4696)  loss_giou_aux_0: 0.4651 (0.4927)  loss_giou_aux_1: 0.4530 (0.4794)  loss_giou_aux_2: 0.4502 (0.4741)  loss_giou_aux_3: 0.4491 (0.4708)  loss_giou_aux_4: 0.4549 (0.4697)  loss_giou_aux_5: 0.5292 (0.5573)  loss_giou_dn_0: 0.5657 (0.5747)  loss_giou_dn_1: 0.4456 (0.4670)  loss_giou_dn_2: 0.4208 (0.4365)  loss_giou_dn_3: 0.4074 (0.4283)  loss_giou_dn_4: 0.4038 (0.4263)  loss_giou_dn_5: 0.4034 (0.4265)  loss_vfl: 0.6741 (0.6690)  loss_vfl_aux_0: 0.7834 (0.7698)  loss_vfl_aux_1: 0.7146 (0.7233)  loss_vfl_aux_2: 0.6953 (0.6951)  loss_vfl_aux_3: 0.6796 (0.6815)  loss_vfl_aux_4: 0.6792 (0.6730)  loss_vfl_aux_5: 0.7810 (0.7537)  loss_vfl_dn_0: 0.4602 (0.4502)  loss_vfl_dn_1: 0.3898 (0.3847)  loss_vfl_dn_2: 0.3742 (0.3689)  loss_vfl_dn_3: 0.3661 (0.3617)  loss_vfl_dn_4: 0.3636 (0.3591)  loss_vfl_dn_5: 0.3615 (0.3584)  time: 0.4812  data: 0.0142  max mem: 5654
Epoch: [48]  [5200/7393]  eta: 0:17:54  lr: 0.000010  loss: 15.4557 (15.6717)  loss_bbox: 0.1557 (0.1508)  loss_bbox_aux_0: 0.1656 (0.1635)  loss_bbox_aux_1: 0.1501 (0.1556)  loss_bbox_aux_2: 0.1488 (0.1531)  loss_bbox_aux_3: 0.1526 (0.1511)  loss_bbox_aux_4: 0.1420 (0.1507)  loss_bbox_aux_5: 0.1945 (0.2001)  loss_bbox_dn_0: 0.2367 (0.2632)  loss_bbox_dn_1: 0.1742 (0.1928)  loss_bbox_dn_2: 0.1594 (0.1726)  loss_bbox_dn_3: 0.1548 (0.1667)  loss_bbox_dn_4: 0.1538 (0.1653)  loss_bbox_dn_5: 0.1539 (0.1653)  loss_giou: 0.4710 (0.4698)  loss_giou_aux_0: 0.5012 (0.4930)  loss_giou_aux_1: 0.4787 (0.4796)  loss_giou_aux_2: 0.4730 (0.4743)  loss_giou_aux_3: 0.4854 (0.4710)  loss_giou_aux_4: 0.4771 (0.4699)  loss_giou_aux_5: 0.5463 (0.5575)  loss_giou_dn_0: 0.5810 (0.5748)  loss_giou_dn_1: 0.4731 (0.4670)  loss_giou_dn_2: 0.4430 (0.4366)  loss_giou_dn_3: 0.4394 (0.4284)  loss_giou_dn_4: 0.4381 (0.4264)  loss_giou_dn_5: 0.4381 (0.4266)  loss_vfl: 0.6499 (0.6688)  loss_vfl_aux_0: 0.7492 (0.7695)  loss_vfl_aux_1: 0.6956 (0.7232)  loss_vfl_aux_2: 0.6781 (0.6949)  loss_vfl_aux_3: 0.6517 (0.6812)  loss_vfl_aux_4: 0.6588 (0.6727)  loss_vfl_aux_5: 0.6964 (0.7535)  loss_vfl_dn_0: 0.4441 (0.4501)  loss_vfl_dn_1: 0.3765 (0.3846)  loss_vfl_dn_2: 0.3674 (0.3688)  loss_vfl_dn_3: 0.3581 (0.3616)  loss_vfl_dn_4: 0.3552 (0.3590)  loss_vfl_dn_5: 0.3539 (0.3583)  time: 0.4750  data: 0.0144  max mem: 5654
Epoch: [48]  [5300/7393]  eta: 0:17:04  lr: 0.000010  loss: 15.5159 (15.6748)  loss_bbox: 0.1572 (0.1509)  loss_bbox_aux_0: 0.1653 (0.1637)  loss_bbox_aux_1: 0.1645 (0.1557)  loss_bbox_aux_2: 0.1674 (0.1532)  loss_bbox_aux_3: 0.1486 (0.1512)  loss_bbox_aux_4: 0.1568 (0.1509)  loss_bbox_aux_5: 0.1998 (0.2003)  loss_bbox_dn_0: 0.2925 (0.2633)  loss_bbox_dn_1: 0.2000 (0.1929)  loss_bbox_dn_2: 0.1822 (0.1727)  loss_bbox_dn_3: 0.1749 (0.1668)  loss_bbox_dn_4: 0.1725 (0.1654)  loss_bbox_dn_5: 0.1726 (0.1654)  loss_giou: 0.3968 (0.4699)  loss_giou_aux_0: 0.4115 (0.4931)  loss_giou_aux_1: 0.3968 (0.4796)  loss_giou_aux_2: 0.3910 (0.4744)  loss_giou_aux_3: 0.3966 (0.4711)  loss_giou_aux_4: 0.4004 (0.4699)  loss_giou_aux_5: 0.4704 (0.5576)  loss_giou_dn_0: 0.5367 (0.5748)  loss_giou_dn_1: 0.4177 (0.4670)  loss_giou_dn_2: 0.3866 (0.4366)  loss_giou_dn_3: 0.3774 (0.4284)  loss_giou_dn_4: 0.3757 (0.4264)  loss_giou_dn_5: 0.3756 (0.4266)  loss_vfl: 0.6684 (0.6689)  loss_vfl_aux_0: 0.7778 (0.7695)  loss_vfl_aux_1: 0.7421 (0.7234)  loss_vfl_aux_2: 0.6956 (0.6952)  loss_vfl_aux_3: 0.6772 (0.6813)  loss_vfl_aux_4: 0.6724 (0.6728)  loss_vfl_aux_5: 0.7603 (0.7536)  loss_vfl_dn_0: 0.4431 (0.4501)  loss_vfl_dn_1: 0.3797 (0.3846)  loss_vfl_dn_2: 0.3625 (0.3688)  loss_vfl_dn_3: 0.3551 (0.3616)  loss_vfl_dn_4: 0.3544 (0.3590)  loss_vfl_dn_5: 0.3538 (0.3583)  time: 0.4716  data: 0.0138  max mem: 5654
Epoch: [48]  [5400/7393]  eta: 0:16:15  lr: 0.000010  loss: 15.2940 (15.6710)  loss_bbox: 0.1413 (0.1508)  loss_bbox_aux_0: 0.1457 (0.1636)  loss_bbox_aux_1: 0.1332 (0.1556)  loss_bbox_aux_2: 0.1429 (0.1531)  loss_bbox_aux_3: 0.1289 (0.1511)  loss_bbox_aux_4: 0.1305 (0.1508)  loss_bbox_aux_5: 0.1890 (0.2002)  loss_bbox_dn_0: 0.2311 (0.2632)  loss_bbox_dn_1: 0.1615 (0.1929)  loss_bbox_dn_2: 0.1498 (0.1726)  loss_bbox_dn_3: 0.1421 (0.1667)  loss_bbox_dn_4: 0.1390 (0.1654)  loss_bbox_dn_5: 0.1389 (0.1654)  loss_giou: 0.4339 (0.4696)  loss_giou_aux_0: 0.4527 (0.4929)  loss_giou_aux_1: 0.4383 (0.4793)  loss_giou_aux_2: 0.4378 (0.4742)  loss_giou_aux_3: 0.4341 (0.4708)  loss_giou_aux_4: 0.4347 (0.4697)  loss_giou_aux_5: 0.5106 (0.5574)  loss_giou_dn_0: 0.5598 (0.5747)  loss_giou_dn_1: 0.4508 (0.4670)  loss_giou_dn_2: 0.4187 (0.4365)  loss_giou_dn_3: 0.4098 (0.4284)  loss_giou_dn_4: 0.4046 (0.4263)  loss_giou_dn_5: 0.4046 (0.4265)  loss_vfl: 0.6567 (0.6688)  loss_vfl_aux_0: 0.7481 (0.7693)  loss_vfl_aux_1: 0.7196 (0.7233)  loss_vfl_aux_2: 0.6974 (0.6950)  loss_vfl_aux_3: 0.6708 (0.6812)  loss_vfl_aux_4: 0.6730 (0.6728)  loss_vfl_aux_5: 0.7364 (0.7534)  loss_vfl_dn_0: 0.4451 (0.4500)  loss_vfl_dn_1: 0.3865 (0.3846)  loss_vfl_dn_2: 0.3743 (0.3688)  loss_vfl_dn_3: 0.3643 (0.3616)  loss_vfl_dn_4: 0.3615 (0.3590)  loss_vfl_dn_5: 0.3597 (0.3583)  time: 0.4783  data: 0.0147  max mem: 5654
Epoch: [48]  [5500/7393]  eta: 0:15:26  lr: 0.000010  loss: 15.6666 (15.6720)  loss_bbox: 0.1359 (0.1509)  loss_bbox_aux_0: 0.1544 (0.1637)  loss_bbox_aux_1: 0.1450 (0.1557)  loss_bbox_aux_2: 0.1411 (0.1533)  loss_bbox_aux_3: 0.1412 (0.1513)  loss_bbox_aux_4: 0.1420 (0.1509)  loss_bbox_aux_5: 0.1791 (0.2003)  loss_bbox_dn_0: 0.2238 (0.2634)  loss_bbox_dn_1: 0.1612 (0.1930)  loss_bbox_dn_2: 0.1441 (0.1728)  loss_bbox_dn_3: 0.1389 (0.1669)  loss_bbox_dn_4: 0.1388 (0.1655)  loss_bbox_dn_5: 0.1389 (0.1655)  loss_giou: 0.4927 (0.4696)  loss_giou_aux_0: 0.5085 (0.4927)  loss_giou_aux_1: 0.4909 (0.4792)  loss_giou_aux_2: 0.4852 (0.4740)  loss_giou_aux_3: 0.4890 (0.4708)  loss_giou_aux_4: 0.4952 (0.4696)  loss_giou_aux_5: 0.5595 (0.5571)  loss_giou_dn_0: 0.5910 (0.5746)  loss_giou_dn_1: 0.4768 (0.4669)  loss_giou_dn_2: 0.4490 (0.4365)  loss_giou_dn_3: 0.4436 (0.4283)  loss_giou_dn_4: 0.4425 (0.4263)  loss_giou_dn_5: 0.4426 (0.4264)  loss_vfl: 0.6272 (0.6689)  loss_vfl_aux_0: 0.7501 (0.7694)  loss_vfl_aux_1: 0.6997 (0.7234)  loss_vfl_aux_2: 0.6756 (0.6950)  loss_vfl_aux_3: 0.6538 (0.6812)  loss_vfl_aux_4: 0.6306 (0.6728)  loss_vfl_aux_5: 0.7340 (0.7536)  loss_vfl_dn_0: 0.4498 (0.4500)  loss_vfl_dn_1: 0.3908 (0.3846)  loss_vfl_dn_2: 0.3723 (0.3688)  loss_vfl_dn_3: 0.3678 (0.3616)  loss_vfl_dn_4: 0.3647 (0.3590)  loss_vfl_dn_5: 0.3639 (0.3583)  time: 0.4668  data: 0.0135  max mem: 5654
Epoch: [48]  [5600/7393]  eta: 0:14:36  lr: 0.000010  loss: 15.7600 (15.6707)  loss_bbox: 0.1557 (0.1510)  loss_bbox_aux_0: 0.1712 (0.1638)  loss_bbox_aux_1: 0.1547 (0.1558)  loss_bbox_aux_2: 0.1571 (0.1534)  loss_bbox_aux_3: 0.1551 (0.1513)  loss_bbox_aux_4: 0.1556 (0.1510)  loss_bbox_aux_5: 0.2027 (0.2004)  loss_bbox_dn_0: 0.2337 (0.2635)  loss_bbox_dn_1: 0.1687 (0.1931)  loss_bbox_dn_2: 0.1498 (0.1728)  loss_bbox_dn_3: 0.1457 (0.1669)  loss_bbox_dn_4: 0.1430 (0.1655)  loss_bbox_dn_5: 0.1428 (0.1655)  loss_giou: 0.4758 (0.4696)  loss_giou_aux_0: 0.5072 (0.4928)  loss_giou_aux_1: 0.4897 (0.4792)  loss_giou_aux_2: 0.4938 (0.4741)  loss_giou_aux_3: 0.4809 (0.4708)  loss_giou_aux_4: 0.4846 (0.4697)  loss_giou_aux_5: 0.5623 (0.5571)  loss_giou_dn_0: 0.5492 (0.5745)  loss_giou_dn_1: 0.4318 (0.4668)  loss_giou_dn_2: 0.4013 (0.4364)  loss_giou_dn_3: 0.3885 (0.4282)  loss_giou_dn_4: 0.3844 (0.4261)  loss_giou_dn_5: 0.3842 (0.4263)  loss_vfl: 0.6259 (0.6687)  loss_vfl_aux_0: 0.7263 (0.7692)  loss_vfl_aux_1: 0.6875 (0.7234)  loss_vfl_aux_2: 0.6483 (0.6948)  loss_vfl_aux_3: 0.6466 (0.6810)  loss_vfl_aux_4: 0.6358 (0.6726)  loss_vfl_aux_5: 0.7426 (0.7536)  loss_vfl_dn_0: 0.4493 (0.4500)  loss_vfl_dn_1: 0.3842 (0.3845)  loss_vfl_dn_2: 0.3689 (0.3688)  loss_vfl_dn_3: 0.3619 (0.3615)  loss_vfl_dn_4: 0.3605 (0.3589)  loss_vfl_dn_5: 0.3609 (0.3582)  time: 0.4596  data: 0.0134  max mem: 5654
Epoch: [48]  [5700/7393]  eta: 0:13:47  lr: 0.000010  loss: 15.2505 (15.6691)  loss_bbox: 0.1306 (0.1510)  loss_bbox_aux_0: 0.1559 (0.1637)  loss_bbox_aux_1: 0.1530 (0.1558)  loss_bbox_aux_2: 0.1441 (0.1533)  loss_bbox_aux_3: 0.1417 (0.1513)  loss_bbox_aux_4: 0.1385 (0.1510)  loss_bbox_aux_5: 0.1936 (0.2003)  loss_bbox_dn_0: 0.2382 (0.2634)  loss_bbox_dn_1: 0.1746 (0.1930)  loss_bbox_dn_2: 0.1563 (0.1727)  loss_bbox_dn_3: 0.1501 (0.1668)  loss_bbox_dn_4: 0.1482 (0.1654)  loss_bbox_dn_5: 0.1482 (0.1654)  loss_giou: 0.4107 (0.4696)  loss_giou_aux_0: 0.4265 (0.4928)  loss_giou_aux_1: 0.4103 (0.4792)  loss_giou_aux_2: 0.4111 (0.4741)  loss_giou_aux_3: 0.4057 (0.4708)  loss_giou_aux_4: 0.4063 (0.4697)  loss_giou_aux_5: 0.4879 (0.5572)  loss_giou_dn_0: 0.5247 (0.5744)  loss_giou_dn_1: 0.4100 (0.4667)  loss_giou_dn_2: 0.3803 (0.4362)  loss_giou_dn_3: 0.3720 (0.4280)  loss_giou_dn_4: 0.3704 (0.4260)  loss_giou_dn_5: 0.3708 (0.4262)  loss_vfl: 0.6884 (0.6687)  loss_vfl_aux_0: 0.8054 (0.7692)  loss_vfl_aux_1: 0.7407 (0.7233)  loss_vfl_aux_2: 0.7196 (0.6948)  loss_vfl_aux_3: 0.7042 (0.6810)  loss_vfl_aux_4: 0.6980 (0.6726)  loss_vfl_aux_5: 0.7842 (0.7535)  loss_vfl_dn_0: 0.4484 (0.4500)  loss_vfl_dn_1: 0.3787 (0.3845)  loss_vfl_dn_2: 0.3617 (0.3688)  loss_vfl_dn_3: 0.3525 (0.3615)  loss_vfl_dn_4: 0.3497 (0.3589)  loss_vfl_dn_5: 0.3507 (0.3582)  time: 0.4640  data: 0.0141  max mem: 5654
Epoch: [48]  [5800/7393]  eta: 0:12:59  lr: 0.000010  loss: 15.3827 (15.6658)  loss_bbox: 0.1543 (0.1510)  loss_bbox_aux_0: 0.1644 (0.1638)  loss_bbox_aux_1: 0.1582 (0.1558)  loss_bbox_aux_2: 0.1530 (0.1534)  loss_bbox_aux_3: 0.1576 (0.1514)  loss_bbox_aux_4: 0.1543 (0.1510)  loss_bbox_aux_5: 0.2038 (0.2003)  loss_bbox_dn_0: 0.2620 (0.2634)  loss_bbox_dn_1: 0.1874 (0.1929)  loss_bbox_dn_2: 0.1706 (0.1726)  loss_bbox_dn_3: 0.1649 (0.1667)  loss_bbox_dn_4: 0.1631 (0.1653)  loss_bbox_dn_5: 0.1631 (0.1654)  loss_giou: 0.4420 (0.4694)  loss_giou_aux_0: 0.4669 (0.4927)  loss_giou_aux_1: 0.4469 (0.4791)  loss_giou_aux_2: 0.4396 (0.4739)  loss_giou_aux_3: 0.4385 (0.4706)  loss_giou_aux_4: 0.4414 (0.4695)  loss_giou_aux_5: 0.5208 (0.5569)  loss_giou_dn_0: 0.5566 (0.5742)  loss_giou_dn_1: 0.4473 (0.4665)  loss_giou_dn_2: 0.4171 (0.4360)  loss_giou_dn_3: 0.4065 (0.4278)  loss_giou_dn_4: 0.4046 (0.4258)  loss_giou_dn_5: 0.4050 (0.4260)  loss_vfl: 0.6778 (0.6686)  loss_vfl_aux_0: 0.7735 (0.7690)  loss_vfl_aux_1: 0.7331 (0.7231)  loss_vfl_aux_2: 0.7030 (0.6947)  loss_vfl_aux_3: 0.6827 (0.6809)  loss_vfl_aux_4: 0.6891 (0.6725)  loss_vfl_aux_5: 0.7609 (0.7536)  loss_vfl_dn_0: 0.4552 (0.4500)  loss_vfl_dn_1: 0.3786 (0.3845)  loss_vfl_dn_2: 0.3595 (0.3688)  loss_vfl_dn_3: 0.3543 (0.3615)  loss_vfl_dn_4: 0.3504 (0.3589)  loss_vfl_dn_5: 0.3502 (0.3582)  time: 0.4701  data: 0.0142  max mem: 5654
Epoch: [48]  [5900/7393]  eta: 0:12:11  lr: 0.000010  loss: 15.7225 (15.6670)  loss_bbox: 0.1306 (0.1509)  loss_bbox_aux_0: 0.1534 (0.1638)  loss_bbox_aux_1: 0.1457 (0.1558)  loss_bbox_aux_2: 0.1351 (0.1533)  loss_bbox_aux_3: 0.1334 (0.1513)  loss_bbox_aux_4: 0.1293 (0.1509)  loss_bbox_aux_5: 0.1837 (0.2002)  loss_bbox_dn_0: 0.2275 (0.2633)  loss_bbox_dn_1: 0.1677 (0.1929)  loss_bbox_dn_2: 0.1483 (0.1726)  loss_bbox_dn_3: 0.1477 (0.1667)  loss_bbox_dn_4: 0.1471 (0.1653)  loss_bbox_dn_5: 0.1471 (0.1653)  loss_giou: 0.4908 (0.4694)  loss_giou_aux_0: 0.5043 (0.4928)  loss_giou_aux_1: 0.5053 (0.4792)  loss_giou_aux_2: 0.5041 (0.4740)  loss_giou_aux_3: 0.4890 (0.4707)  loss_giou_aux_4: 0.4874 (0.4695)  loss_giou_aux_5: 0.5746 (0.5570)  loss_giou_dn_0: 0.5851 (0.5743)  loss_giou_dn_1: 0.4758 (0.4665)  loss_giou_dn_2: 0.4379 (0.4360)  loss_giou_dn_3: 0.4297 (0.4279)  loss_giou_dn_4: 0.4270 (0.4258)  loss_giou_dn_5: 0.4269 (0.4260)  loss_vfl: 0.6808 (0.6689)  loss_vfl_aux_0: 0.7510 (0.7691)  loss_vfl_aux_1: 0.7325 (0.7232)  loss_vfl_aux_2: 0.6984 (0.6948)  loss_vfl_aux_3: 0.6788 (0.6810)  loss_vfl_aux_4: 0.6844 (0.6727)  loss_vfl_aux_5: 0.7067 (0.7537)  loss_vfl_dn_0: 0.4484 (0.4500)  loss_vfl_dn_1: 0.3906 (0.3845)  loss_vfl_dn_2: 0.3748 (0.3688)  loss_vfl_dn_3: 0.3673 (0.3616)  loss_vfl_dn_4: 0.3630 (0.3589)  loss_vfl_dn_5: 0.3629 (0.3582)  time: 0.4700  data: 0.0138  max mem: 5654
Epoch: [48]  [6000/7393]  eta: 0:11:22  lr: 0.000010  loss: 15.7320 (15.6679)  loss_bbox: 0.1485 (0.1509)  loss_bbox_aux_0: 0.1535 (0.1638)  loss_bbox_aux_1: 0.1517 (0.1558)  loss_bbox_aux_2: 0.1486 (0.1533)  loss_bbox_aux_3: 0.1499 (0.1513)  loss_bbox_aux_4: 0.1494 (0.1509)  loss_bbox_aux_5: 0.2049 (0.2002)  loss_bbox_dn_0: 0.2641 (0.2633)  loss_bbox_dn_1: 0.1922 (0.1929)  loss_bbox_dn_2: 0.1691 (0.1726)  loss_bbox_dn_3: 0.1620 (0.1667)  loss_bbox_dn_4: 0.1611 (0.1653)  loss_bbox_dn_5: 0.1611 (0.1653)  loss_giou: 0.4583 (0.4696)  loss_giou_aux_0: 0.4759 (0.4929)  loss_giou_aux_1: 0.4781 (0.4794)  loss_giou_aux_2: 0.4722 (0.4741)  loss_giou_aux_3: 0.4710 (0.4708)  loss_giou_aux_4: 0.4582 (0.4697)  loss_giou_aux_5: 0.5487 (0.5571)  loss_giou_dn_0: 0.5723 (0.5744)  loss_giou_dn_1: 0.4760 (0.4666)  loss_giou_dn_2: 0.4370 (0.4361)  loss_giou_dn_3: 0.4259 (0.4279)  loss_giou_dn_4: 0.4257 (0.4259)  loss_giou_dn_5: 0.4258 (0.4261)  loss_vfl: 0.6633 (0.6688)  loss_vfl_aux_0: 0.7617 (0.7690)  loss_vfl_aux_1: 0.7035 (0.7230)  loss_vfl_aux_2: 0.6827 (0.6947)  loss_vfl_aux_3: 0.6715 (0.6809)  loss_vfl_aux_4: 0.6678 (0.6726)  loss_vfl_aux_5: 0.7222 (0.7536)  loss_vfl_dn_0: 0.4495 (0.4500)  loss_vfl_dn_1: 0.3906 (0.3845)  loss_vfl_dn_2: 0.3753 (0.3688)  loss_vfl_dn_3: 0.3640 (0.3616)  loss_vfl_dn_4: 0.3621 (0.3590)  loss_vfl_dn_5: 0.3614 (0.3583)  time: 0.4810  data: 0.0137  max mem: 5654
Epoch: [48]  [6100/7393]  eta: 0:10:32  lr: 0.000010  loss: 15.6938 (15.6698)  loss_bbox: 0.1460 (0.1510)  loss_bbox_aux_0: 0.1691 (0.1638)  loss_bbox_aux_1: 0.1613 (0.1559)  loss_bbox_aux_2: 0.1519 (0.1534)  loss_bbox_aux_3: 0.1465 (0.1514)  loss_bbox_aux_4: 0.1460 (0.1510)  loss_bbox_aux_5: 0.1991 (0.2003)  loss_bbox_dn_0: 0.2460 (0.2634)  loss_bbox_dn_1: 0.1895 (0.1930)  loss_bbox_dn_2: 0.1701 (0.1727)  loss_bbox_dn_3: 0.1608 (0.1667)  loss_bbox_dn_4: 0.1583 (0.1654)  loss_bbox_dn_5: 0.1583 (0.1654)  loss_giou: 0.4900 (0.4695)  loss_giou_aux_0: 0.4994 (0.4929)  loss_giou_aux_1: 0.4966 (0.4794)  loss_giou_aux_2: 0.5130 (0.4740)  loss_giou_aux_3: 0.4921 (0.4708)  loss_giou_aux_4: 0.4864 (0.4696)  loss_giou_aux_5: 0.5597 (0.5570)  loss_giou_dn_0: 0.5760 (0.5744)  loss_giou_dn_1: 0.4693 (0.4666)  loss_giou_dn_2: 0.4406 (0.4361)  loss_giou_dn_3: 0.4382 (0.4279)  loss_giou_dn_4: 0.4384 (0.4259)  loss_giou_dn_5: 0.4387 (0.4261)  loss_vfl: 0.6776 (0.6690)  loss_vfl_aux_0: 0.7736 (0.7693)  loss_vfl_aux_1: 0.7305 (0.7232)  loss_vfl_aux_2: 0.6956 (0.6950)  loss_vfl_aux_3: 0.6892 (0.6811)  loss_vfl_aux_4: 0.6718 (0.6728)  loss_vfl_aux_5: 0.7604 (0.7538)  loss_vfl_dn_0: 0.4585 (0.4501)  loss_vfl_dn_1: 0.3923 (0.3846)  loss_vfl_dn_2: 0.3773 (0.3688)  loss_vfl_dn_3: 0.3694 (0.3616)  loss_vfl_dn_4: 0.3685 (0.3590)  loss_vfl_dn_5: 0.3666 (0.3583)  time: 0.4663  data: 0.0135  max mem: 5654
Epoch: [48]  [6200/7393]  eta: 0:09:43  lr: 0.000010  loss: 15.5571 (15.6704)  loss_bbox: 0.1270 (0.1510)  loss_bbox_aux_0: 0.1338 (0.1638)  loss_bbox_aux_1: 0.1302 (0.1558)  loss_bbox_aux_2: 0.1263 (0.1533)  loss_bbox_aux_3: 0.1281 (0.1514)  loss_bbox_aux_4: 0.1264 (0.1509)  loss_bbox_aux_5: 0.1734 (0.2003)  loss_bbox_dn_0: 0.2214 (0.2634)  loss_bbox_dn_1: 0.1697 (0.1930)  loss_bbox_dn_2: 0.1509 (0.1727)  loss_bbox_dn_3: 0.1432 (0.1668)  loss_bbox_dn_4: 0.1398 (0.1654)  loss_bbox_dn_5: 0.1397 (0.1654)  loss_giou: 0.4586 (0.4696)  loss_giou_aux_0: 0.4934 (0.4930)  loss_giou_aux_1: 0.4810 (0.4794)  loss_giou_aux_2: 0.4809 (0.4741)  loss_giou_aux_3: 0.4741 (0.4708)  loss_giou_aux_4: 0.4617 (0.4697)  loss_giou_aux_5: 0.5699 (0.5571)  loss_giou_dn_0: 0.5883 (0.5744)  loss_giou_dn_1: 0.4812 (0.4666)  loss_giou_dn_2: 0.4518 (0.4361)  loss_giou_dn_3: 0.4449 (0.4280)  loss_giou_dn_4: 0.4441 (0.4259)  loss_giou_dn_5: 0.4442 (0.4261)  loss_vfl: 0.6606 (0.6690)  loss_vfl_aux_0: 0.7574 (0.7692)  loss_vfl_aux_1: 0.7129 (0.7231)  loss_vfl_aux_2: 0.6933 (0.6950)  loss_vfl_aux_3: 0.6660 (0.6812)  loss_vfl_aux_4: 0.6686 (0.6728)  loss_vfl_aux_5: 0.7179 (0.7538)  loss_vfl_dn_0: 0.4412 (0.4500)  loss_vfl_dn_1: 0.3814 (0.3845)  loss_vfl_dn_2: 0.3626 (0.3688)  loss_vfl_dn_3: 0.3560 (0.3616)  loss_vfl_dn_4: 0.3542 (0.3590)  loss_vfl_dn_5: 0.3543 (0.3583)  time: 0.4784  data: 0.0144  max mem: 5654
Epoch: [48]  [6300/7393]  eta: 0:08:54  lr: 0.000010  loss: 15.6079 (15.6700)  loss_bbox: 0.1436 (0.1509)  loss_bbox_aux_0: 0.1582 (0.1637)  loss_bbox_aux_1: 0.1452 (0.1558)  loss_bbox_aux_2: 0.1406 (0.1533)  loss_bbox_aux_3: 0.1423 (0.1513)  loss_bbox_aux_4: 0.1419 (0.1509)  loss_bbox_aux_5: 0.1981 (0.2002)  loss_bbox_dn_0: 0.2722 (0.2634)  loss_bbox_dn_1: 0.1981 (0.1930)  loss_bbox_dn_2: 0.1754 (0.1727)  loss_bbox_dn_3: 0.1687 (0.1668)  loss_bbox_dn_4: 0.1674 (0.1654)  loss_bbox_dn_5: 0.1674 (0.1654)  loss_giou: 0.4492 (0.4695)  loss_giou_aux_0: 0.4648 (0.4930)  loss_giou_aux_1: 0.4467 (0.4794)  loss_giou_aux_2: 0.4388 (0.4741)  loss_giou_aux_3: 0.4372 (0.4708)  loss_giou_aux_4: 0.4494 (0.4697)  loss_giou_aux_5: 0.5148 (0.5571)  loss_giou_dn_0: 0.5789 (0.5744)  loss_giou_dn_1: 0.4607 (0.4666)  loss_giou_dn_2: 0.4347 (0.4361)  loss_giou_dn_3: 0.4160 (0.4279)  loss_giou_dn_4: 0.4112 (0.4259)  loss_giou_dn_5: 0.4117 (0.4261)  loss_vfl: 0.6987 (0.6691)  loss_vfl_aux_0: 0.7710 (0.7693)  loss_vfl_aux_1: 0.7399 (0.7233)  loss_vfl_aux_2: 0.7177 (0.6951)  loss_vfl_aux_3: 0.6850 (0.6812)  loss_vfl_aux_4: 0.6968 (0.6729)  loss_vfl_aux_5: 0.7269 (0.7538)  loss_vfl_dn_0: 0.4517 (0.4500)  loss_vfl_dn_1: 0.3767 (0.3845)  loss_vfl_dn_2: 0.3609 (0.3688)  loss_vfl_dn_3: 0.3536 (0.3615)  loss_vfl_dn_4: 0.3511 (0.3589)  loss_vfl_dn_5: 0.3502 (0.3582)  time: 0.4786  data: 0.0142  max mem: 5654
Epoch: [48]  [6400/7393]  eta: 0:08:05  lr: 0.000010  loss: 16.0538 (15.6725)  loss_bbox: 0.1347 (0.1509)  loss_bbox_aux_0: 0.1485 (0.1638)  loss_bbox_aux_1: 0.1332 (0.1558)  loss_bbox_aux_2: 0.1344 (0.1533)  loss_bbox_aux_3: 0.1439 (0.1514)  loss_bbox_aux_4: 0.1399 (0.1509)  loss_bbox_aux_5: 0.1911 (0.2003)  loss_bbox_dn_0: 0.2419 (0.2634)  loss_bbox_dn_1: 0.1818 (0.1931)  loss_bbox_dn_2: 0.1654 (0.1727)  loss_bbox_dn_3: 0.1606 (0.1668)  loss_bbox_dn_4: 0.1575 (0.1654)  loss_bbox_dn_5: 0.1577 (0.1654)  loss_giou: 0.4964 (0.4697)  loss_giou_aux_0: 0.5155 (0.4931)  loss_giou_aux_1: 0.4995 (0.4795)  loss_giou_aux_2: 0.4982 (0.4742)  loss_giou_aux_3: 0.4928 (0.4710)  loss_giou_aux_4: 0.4953 (0.4698)  loss_giou_aux_5: 0.5736 (0.5572)  loss_giou_dn_0: 0.5956 (0.5745)  loss_giou_dn_1: 0.4891 (0.4667)  loss_giou_dn_2: 0.4550 (0.4362)  loss_giou_dn_3: 0.4467 (0.4280)  loss_giou_dn_4: 0.4458 (0.4260)  loss_giou_dn_5: 0.4461 (0.4262)  loss_vfl: 0.6673 (0.6691)  loss_vfl_aux_0: 0.7399 (0.7692)  loss_vfl_aux_1: 0.7157 (0.7236)  loss_vfl_aux_2: 0.6971 (0.6953)  loss_vfl_aux_3: 0.6732 (0.6813)  loss_vfl_aux_4: 0.6588 (0.6730)  loss_vfl_aux_5: 0.7249 (0.7539)  loss_vfl_dn_0: 0.4480 (0.4500)  loss_vfl_dn_1: 0.3888 (0.3845)  loss_vfl_dn_2: 0.3712 (0.3688)  loss_vfl_dn_3: 0.3612 (0.3615)  loss_vfl_dn_4: 0.3568 (0.3589)  loss_vfl_dn_5: 0.3580 (0.3582)  time: 0.4931  data: 0.0142  max mem: 5654
Epoch: [48]  [6500/7393]  eta: 0:07:16  lr: 0.000010  loss: 15.5092 (15.6729)  loss_bbox: 0.1463 (0.1510)  loss_bbox_aux_0: 0.1596 (0.1638)  loss_bbox_aux_1: 0.1545 (0.1558)  loss_bbox_aux_2: 0.1562 (0.1533)  loss_bbox_aux_3: 0.1477 (0.1514)  loss_bbox_aux_4: 0.1475 (0.1510)  loss_bbox_aux_5: 0.1906 (0.2003)  loss_bbox_dn_0: 0.2460 (0.2636)  loss_bbox_dn_1: 0.1863 (0.1932)  loss_bbox_dn_2: 0.1687 (0.1728)  loss_bbox_dn_3: 0.1625 (0.1669)  loss_bbox_dn_4: 0.1614 (0.1655)  loss_bbox_dn_5: 0.1614 (0.1656)  loss_giou: 0.4557 (0.4696)  loss_giou_aux_0: 0.4654 (0.4930)  loss_giou_aux_1: 0.4396 (0.4793)  loss_giou_aux_2: 0.4474 (0.4741)  loss_giou_aux_3: 0.4475 (0.4708)  loss_giou_aux_4: 0.4510 (0.4697)  loss_giou_aux_5: 0.5263 (0.5570)  loss_giou_dn_0: 0.5861 (0.5744)  loss_giou_dn_1: 0.4755 (0.4666)  loss_giou_dn_2: 0.4392 (0.4361)  loss_giou_dn_3: 0.4321 (0.4280)  loss_giou_dn_4: 0.4295 (0.4259)  loss_giou_dn_5: 0.4296 (0.4261)  loss_vfl: 0.6471 (0.6692)  loss_vfl_aux_0: 0.7649 (0.7694)  loss_vfl_aux_1: 0.7076 (0.7238)  loss_vfl_aux_2: 0.6617 (0.6954)  loss_vfl_aux_3: 0.6412 (0.6813)  loss_vfl_aux_4: 0.6380 (0.6730)  loss_vfl_aux_5: 0.7563 (0.7540)  loss_vfl_dn_0: 0.4438 (0.4500)  loss_vfl_dn_1: 0.3767 (0.3845)  loss_vfl_dn_2: 0.3591 (0.3687)  loss_vfl_dn_3: 0.3523 (0.3615)  loss_vfl_dn_4: 0.3502 (0.3589)  loss_vfl_dn_5: 0.3502 (0.3582)  time: 0.4690  data: 0.0135  max mem: 5654
Epoch: [48]  [6600/7393]  eta: 0:06:27  lr: 0.000010  loss: 15.3761 (15.6732)  loss_bbox: 0.1398 (0.1510)  loss_bbox_aux_0: 0.1516 (0.1638)  loss_bbox_aux_1: 0.1496 (0.1558)  loss_bbox_aux_2: 0.1439 (0.1534)  loss_bbox_aux_3: 0.1399 (0.1514)  loss_bbox_aux_4: 0.1397 (0.1510)  loss_bbox_aux_5: 0.1778 (0.2003)  loss_bbox_dn_0: 0.2208 (0.2635)  loss_bbox_dn_1: 0.1617 (0.1931)  loss_bbox_dn_2: 0.1479 (0.1728)  loss_bbox_dn_3: 0.1443 (0.1669)  loss_bbox_dn_4: 0.1427 (0.1655)  loss_bbox_dn_5: 0.1427 (0.1655)  loss_giou: 0.4661 (0.4697)  loss_giou_aux_0: 0.4910 (0.4931)  loss_giou_aux_1: 0.4744 (0.4795)  loss_giou_aux_2: 0.4676 (0.4742)  loss_giou_aux_3: 0.4625 (0.4709)  loss_giou_aux_4: 0.4680 (0.4698)  loss_giou_aux_5: 0.5497 (0.5571)  loss_giou_dn_0: 0.5751 (0.5745)  loss_giou_dn_1: 0.4690 (0.4667)  loss_giou_dn_2: 0.4405 (0.4362)  loss_giou_dn_3: 0.4302 (0.4280)  loss_giou_dn_4: 0.4272 (0.4260)  loss_giou_dn_5: 0.4274 (0.4262)  loss_vfl: 0.6545 (0.6691)  loss_vfl_aux_0: 0.7385 (0.7693)  loss_vfl_aux_1: 0.7068 (0.7237)  loss_vfl_aux_2: 0.6850 (0.6952)  loss_vfl_aux_3: 0.6679 (0.6813)  loss_vfl_aux_4: 0.6564 (0.6729)  loss_vfl_aux_5: 0.7325 (0.7540)  loss_vfl_dn_0: 0.4518 (0.4501)  loss_vfl_dn_1: 0.3890 (0.3845)  loss_vfl_dn_2: 0.3755 (0.3688)  loss_vfl_dn_3: 0.3688 (0.3615)  loss_vfl_dn_4: 0.3626 (0.3589)  loss_vfl_dn_5: 0.3623 (0.3582)  time: 0.4823  data: 0.0139  max mem: 5654
Epoch: [48]  [6700/7393]  eta: 0:05:38  lr: 0.000010  loss: 15.5596 (15.6730)  loss_bbox: 0.1521 (0.1510)  loss_bbox_aux_0: 0.1587 (0.1638)  loss_bbox_aux_1: 0.1532 (0.1559)  loss_bbox_aux_2: 0.1518 (0.1534)  loss_bbox_aux_3: 0.1496 (0.1514)  loss_bbox_aux_4: 0.1520 (0.1510)  loss_bbox_aux_5: 0.1930 (0.2003)  loss_bbox_dn_0: 0.2408 (0.2633)  loss_bbox_dn_1: 0.1707 (0.1930)  loss_bbox_dn_2: 0.1519 (0.1727)  loss_bbox_dn_3: 0.1458 (0.1668)  loss_bbox_dn_4: 0.1438 (0.1654)  loss_bbox_dn_5: 0.1436 (0.1654)  loss_giou: 0.4839 (0.4699)  loss_giou_aux_0: 0.5267 (0.4934)  loss_giou_aux_1: 0.4872 (0.4797)  loss_giou_aux_2: 0.5032 (0.4745)  loss_giou_aux_3: 0.4846 (0.4712)  loss_giou_aux_4: 0.4843 (0.4701)  loss_giou_aux_5: 0.5379 (0.5573)  loss_giou_dn_0: 0.5763 (0.5745)  loss_giou_dn_1: 0.4770 (0.4667)  loss_giou_dn_2: 0.4419 (0.4363)  loss_giou_dn_3: 0.4376 (0.4281)  loss_giou_dn_4: 0.4369 (0.4261)  loss_giou_dn_5: 0.4368 (0.4263)  loss_vfl: 0.6365 (0.6688)  loss_vfl_aux_0: 0.7502 (0.7691)  loss_vfl_aux_1: 0.6817 (0.7234)  loss_vfl_aux_2: 0.6593 (0.6949)  loss_vfl_aux_3: 0.6512 (0.6810)  loss_vfl_aux_4: 0.6489 (0.6726)  loss_vfl_aux_5: 0.7241 (0.7537)  loss_vfl_dn_0: 0.4530 (0.4501)  loss_vfl_dn_1: 0.3857 (0.3845)  loss_vfl_dn_2: 0.3713 (0.3688)  loss_vfl_dn_3: 0.3638 (0.3615)  loss_vfl_dn_4: 0.3623 (0.3589)  loss_vfl_dn_5: 0.3592 (0.3582)  time: 0.4631  data: 0.0144  max mem: 5654
Epoch: [48]  [6800/7393]  eta: 0:04:49  lr: 0.000010  loss: 14.5733 (15.6698)  loss_bbox: 0.1401 (0.1510)  loss_bbox_aux_0: 0.1530 (0.1638)  loss_bbox_aux_1: 0.1492 (0.1559)  loss_bbox_aux_2: 0.1399 (0.1534)  loss_bbox_aux_3: 0.1426 (0.1514)  loss_bbox_aux_4: 0.1361 (0.1510)  loss_bbox_aux_5: 0.1783 (0.2003)  loss_bbox_dn_0: 0.2409 (0.2634)  loss_bbox_dn_1: 0.1862 (0.1930)  loss_bbox_dn_2: 0.1603 (0.1727)  loss_bbox_dn_3: 0.1540 (0.1668)  loss_bbox_dn_4: 0.1542 (0.1654)  loss_bbox_dn_5: 0.1547 (0.1654)  loss_giou: 0.3914 (0.4697)  loss_giou_aux_0: 0.4100 (0.4931)  loss_giou_aux_1: 0.3883 (0.4795)  loss_giou_aux_2: 0.3983 (0.4742)  loss_giou_aux_3: 0.3896 (0.4709)  loss_giou_aux_4: 0.3913 (0.4698)  loss_giou_aux_5: 0.4938 (0.5571)  loss_giou_dn_0: 0.5163 (0.5743)  loss_giou_dn_1: 0.4113 (0.4666)  loss_giou_dn_2: 0.3789 (0.4361)  loss_giou_dn_3: 0.3734 (0.4279)  loss_giou_dn_4: 0.3720 (0.4259)  loss_giou_dn_5: 0.3724 (0.4261)  loss_vfl: 0.6474 (0.6688)  loss_vfl_aux_0: 0.7572 (0.7690)  loss_vfl_aux_1: 0.7097 (0.7233)  loss_vfl_aux_2: 0.6834 (0.6948)  loss_vfl_aux_3: 0.6552 (0.6809)  loss_vfl_aux_4: 0.6602 (0.6726)  loss_vfl_aux_5: 0.7417 (0.7538)  loss_vfl_dn_0: 0.4468 (0.4501)  loss_vfl_dn_1: 0.3740 (0.3845)  loss_vfl_dn_2: 0.3545 (0.3687)  loss_vfl_dn_3: 0.3500 (0.3615)  loss_vfl_dn_4: 0.3464 (0.3589)  loss_vfl_dn_5: 0.3456 (0.3582)  time: 0.4685  data: 0.0145  max mem: 5654
Epoch: [48]  [6900/7393]  eta: 0:04:00  lr: 0.000010  loss: 16.0970 (15.6758)  loss_bbox: 0.1480 (0.1511)  loss_bbox_aux_0: 0.1607 (0.1640)  loss_bbox_aux_1: 0.1497 (0.1560)  loss_bbox_aux_2: 0.1496 (0.1535)  loss_bbox_aux_3: 0.1443 (0.1516)  loss_bbox_aux_4: 0.1479 (0.1511)  loss_bbox_aux_5: 0.1970 (0.2004)  loss_bbox_dn_0: 0.2510 (0.2636)  loss_bbox_dn_1: 0.1840 (0.1932)  loss_bbox_dn_2: 0.1679 (0.1729)  loss_bbox_dn_3: 0.1678 (0.1670)  loss_bbox_dn_4: 0.1639 (0.1656)  loss_bbox_dn_5: 0.1639 (0.1656)  loss_giou: 0.4462 (0.4699)  loss_giou_aux_0: 0.4768 (0.4933)  loss_giou_aux_1: 0.4709 (0.4797)  loss_giou_aux_2: 0.4614 (0.4744)  loss_giou_aux_3: 0.4531 (0.4711)  loss_giou_aux_4: 0.4503 (0.4700)  loss_giou_aux_5: 0.5491 (0.5572)  loss_giou_dn_0: 0.5684 (0.5746)  loss_giou_dn_1: 0.4790 (0.4668)  loss_giou_dn_2: 0.4487 (0.4364)  loss_giou_dn_3: 0.4446 (0.4282)  loss_giou_dn_4: 0.4445 (0.4262)  loss_giou_dn_5: 0.4448 (0.4263)  loss_vfl: 0.6747 (0.6689)  loss_vfl_aux_0: 0.7465 (0.7691)  loss_vfl_aux_1: 0.6903 (0.7234)  loss_vfl_aux_2: 0.6667 (0.6949)  loss_vfl_aux_3: 0.6710 (0.6810)  loss_vfl_aux_4: 0.6808 (0.6726)  loss_vfl_aux_5: 0.7373 (0.7539)  loss_vfl_dn_0: 0.4462 (0.4501)  loss_vfl_dn_1: 0.3902 (0.3845)  loss_vfl_dn_2: 0.3706 (0.3688)  loss_vfl_dn_3: 0.3692 (0.3616)  loss_vfl_dn_4: 0.3616 (0.3589)  loss_vfl_dn_5: 0.3605 (0.3582)  time: 0.4746  data: 0.0136  max mem: 5654
Epoch: [48]  [7000/7393]  eta: 0:03:12  lr: 0.000010  loss: 15.7776 (15.6752)  loss_bbox: 0.1464 (0.1512)  loss_bbox_aux_0: 0.1570 (0.1640)  loss_bbox_aux_1: 0.1463 (0.1560)  loss_bbox_aux_2: 0.1464 (0.1536)  loss_bbox_aux_3: 0.1516 (0.1516)  loss_bbox_aux_4: 0.1506 (0.1512)  loss_bbox_aux_5: 0.1938 (0.2004)  loss_bbox_dn_0: 0.2527 (0.2635)  loss_bbox_dn_1: 0.1695 (0.1932)  loss_bbox_dn_2: 0.1547 (0.1728)  loss_bbox_dn_3: 0.1475 (0.1669)  loss_bbox_dn_4: 0.1452 (0.1656)  loss_bbox_dn_5: 0.1453 (0.1656)  loss_giou: 0.4783 (0.4699)  loss_giou_aux_0: 0.4929 (0.4934)  loss_giou_aux_1: 0.4765 (0.4798)  loss_giou_aux_2: 0.4780 (0.4745)  loss_giou_aux_3: 0.4766 (0.4712)  loss_giou_aux_4: 0.4807 (0.4701)  loss_giou_aux_5: 0.5705 (0.5574)  loss_giou_dn_0: 0.5872 (0.5747)  loss_giou_dn_1: 0.4762 (0.4669)  loss_giou_dn_2: 0.4540 (0.4364)  loss_giou_dn_3: 0.4446 (0.4282)  loss_giou_dn_4: 0.4399 (0.4262)  loss_giou_dn_5: 0.4405 (0.4264)  loss_vfl: 0.6815 (0.6687)  loss_vfl_aux_0: 0.7596 (0.7689)  loss_vfl_aux_1: 0.7000 (0.7231)  loss_vfl_aux_2: 0.6972 (0.6946)  loss_vfl_aux_3: 0.6753 (0.6808)  loss_vfl_aux_4: 0.6775 (0.6725)  loss_vfl_aux_5: 0.7667 (0.7537)  loss_vfl_dn_0: 0.4529 (0.4501)  loss_vfl_dn_1: 0.3947 (0.3846)  loss_vfl_dn_2: 0.3775 (0.3688)  loss_vfl_dn_3: 0.3688 (0.3616)  loss_vfl_dn_4: 0.3683 (0.3590)  loss_vfl_dn_5: 0.3668 (0.3582)  time: 0.4721  data: 0.0133  max mem: 5654
Epoch: [48]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 15.7149 (15.6760)  loss_bbox: 0.1498 (0.1511)  loss_bbox_aux_0: 0.1555 (0.1640)  loss_bbox_aux_1: 0.1507 (0.1561)  loss_bbox_aux_2: 0.1408 (0.1536)  loss_bbox_aux_3: 0.1451 (0.1516)  loss_bbox_aux_4: 0.1469 (0.1511)  loss_bbox_aux_5: 0.1853 (0.2004)  loss_bbox_dn_0: 0.2585 (0.2635)  loss_bbox_dn_1: 0.1926 (0.1932)  loss_bbox_dn_2: 0.1675 (0.1729)  loss_bbox_dn_3: 0.1626 (0.1670)  loss_bbox_dn_4: 0.1636 (0.1656)  loss_bbox_dn_5: 0.1636 (0.1656)  loss_giou: 0.4560 (0.4700)  loss_giou_aux_0: 0.4963 (0.4936)  loss_giou_aux_1: 0.4849 (0.4800)  loss_giou_aux_2: 0.4591 (0.4746)  loss_giou_aux_3: 0.4662 (0.4713)  loss_giou_aux_4: 0.4601 (0.4702)  loss_giou_aux_5: 0.5706 (0.5575)  loss_giou_dn_0: 0.5780 (0.5748)  loss_giou_dn_1: 0.4666 (0.4670)  loss_giou_dn_2: 0.4390 (0.4365)  loss_giou_dn_3: 0.4314 (0.4283)  loss_giou_dn_4: 0.4304 (0.4263)  loss_giou_dn_5: 0.4305 (0.4265)  loss_vfl: 0.6880 (0.6687)  loss_vfl_aux_0: 0.7483 (0.7687)  loss_vfl_aux_1: 0.7157 (0.7230)  loss_vfl_aux_2: 0.6982 (0.6946)  loss_vfl_aux_3: 0.6769 (0.6807)  loss_vfl_aux_4: 0.6877 (0.6724)  loss_vfl_aux_5: 0.7251 (0.7536)  loss_vfl_dn_0: 0.4542 (0.4500)  loss_vfl_dn_1: 0.3810 (0.3846)  loss_vfl_dn_2: 0.3701 (0.3688)  loss_vfl_dn_3: 0.3605 (0.3616)  loss_vfl_dn_4: 0.3607 (0.3590)  loss_vfl_dn_5: 0.3599 (0.3583)  time: 0.4595  data: 0.0137  max mem: 5654
Epoch: [48]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.4114 (15.6755)  loss_bbox: 0.1378 (0.1511)  loss_bbox_aux_0: 0.1498 (0.1640)  loss_bbox_aux_1: 0.1441 (0.1560)  loss_bbox_aux_2: 0.1415 (0.1536)  loss_bbox_aux_3: 0.1366 (0.1516)  loss_bbox_aux_4: 0.1378 (0.1511)  loss_bbox_aux_5: 0.1829 (0.2003)  loss_bbox_dn_0: 0.2494 (0.2635)  loss_bbox_dn_1: 0.1871 (0.1932)  loss_bbox_dn_2: 0.1623 (0.1728)  loss_bbox_dn_3: 0.1554 (0.1669)  loss_bbox_dn_4: 0.1541 (0.1656)  loss_bbox_dn_5: 0.1541 (0.1656)  loss_giou: 0.4702 (0.4701)  loss_giou_aux_0: 0.4947 (0.4936)  loss_giou_aux_1: 0.4765 (0.4800)  loss_giou_aux_2: 0.4707 (0.4747)  loss_giou_aux_3: 0.4606 (0.4714)  loss_giou_aux_4: 0.4642 (0.4703)  loss_giou_aux_5: 0.5575 (0.5575)  loss_giou_dn_0: 0.5723 (0.5748)  loss_giou_dn_1: 0.4773 (0.4670)  loss_giou_dn_2: 0.4470 (0.4366)  loss_giou_dn_3: 0.4371 (0.4283)  loss_giou_dn_4: 0.4344 (0.4263)  loss_giou_dn_5: 0.4344 (0.4265)  loss_vfl: 0.6493 (0.6686)  loss_vfl_aux_0: 0.7316 (0.7686)  loss_vfl_aux_1: 0.6883 (0.7228)  loss_vfl_aux_2: 0.6753 (0.6945)  loss_vfl_aux_3: 0.6649 (0.6806)  loss_vfl_aux_4: 0.6584 (0.6723)  loss_vfl_aux_5: 0.7314 (0.7535)  loss_vfl_dn_0: 0.4492 (0.4500)  loss_vfl_dn_1: 0.3864 (0.3845)  loss_vfl_dn_2: 0.3694 (0.3688)  loss_vfl_dn_3: 0.3626 (0.3616)  loss_vfl_dn_4: 0.3595 (0.3590)  loss_vfl_dn_5: 0.3577 (0.3583)  time: 0.4741  data: 0.0137  max mem: 5654
Epoch: [48]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.9690 (15.6762)  loss_bbox: 0.1478 (0.1512)  loss_bbox_aux_0: 0.1598 (0.1640)  loss_bbox_aux_1: 0.1560 (0.1561)  loss_bbox_aux_2: 0.1510 (0.1537)  loss_bbox_aux_3: 0.1504 (0.1517)  loss_bbox_aux_4: 0.1536 (0.1512)  loss_bbox_aux_5: 0.2002 (0.2004)  loss_bbox_dn_0: 0.2688 (0.2637)  loss_bbox_dn_1: 0.1952 (0.1933)  loss_bbox_dn_2: 0.1778 (0.1730)  loss_bbox_dn_3: 0.1724 (0.1671)  loss_bbox_dn_4: 0.1720 (0.1657)  loss_bbox_dn_5: 0.1720 (0.1657)  loss_giou: 0.4588 (0.4700)  loss_giou_aux_0: 0.4857 (0.4935)  loss_giou_aux_1: 0.4731 (0.4799)  loss_giou_aux_2: 0.4718 (0.4746)  loss_giou_aux_3: 0.4601 (0.4713)  loss_giou_aux_4: 0.4543 (0.4702)  loss_giou_aux_5: 0.5638 (0.5574)  loss_giou_dn_0: 0.6119 (0.5748)  loss_giou_dn_1: 0.5038 (0.4670)  loss_giou_dn_2: 0.4771 (0.4365)  loss_giou_dn_3: 0.4612 (0.4283)  loss_giou_dn_4: 0.4549 (0.4263)  loss_giou_dn_5: 0.4549 (0.4265)  loss_vfl: 0.6850 (0.6687)  loss_vfl_aux_0: 0.7862 (0.7686)  loss_vfl_aux_1: 0.7418 (0.7228)  loss_vfl_aux_2: 0.7122 (0.6945)  loss_vfl_aux_3: 0.7125 (0.6807)  loss_vfl_aux_4: 0.6914 (0.6723)  loss_vfl_aux_5: 0.7615 (0.7536)  loss_vfl_dn_0: 0.4566 (0.4500)  loss_vfl_dn_1: 0.3879 (0.3845)  loss_vfl_dn_2: 0.3695 (0.3688)  loss_vfl_dn_3: 0.3652 (0.3616)  loss_vfl_dn_4: 0.3642 (0.3589)  loss_vfl_dn_5: 0.3635 (0.3582)  time: 0.4670  data: 0.0137  max mem: 5654
Epoch: [48]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.4894 (15.6787)  loss_bbox: 0.1367 (0.1513)  loss_bbox_aux_0: 0.1528 (0.1641)  loss_bbox_aux_1: 0.1466 (0.1561)  loss_bbox_aux_2: 0.1421 (0.1537)  loss_bbox_aux_3: 0.1461 (0.1517)  loss_bbox_aux_4: 0.1400 (0.1513)  loss_bbox_aux_5: 0.1867 (0.2004)  loss_bbox_dn_0: 0.2118 (0.2637)  loss_bbox_dn_1: 0.1629 (0.1933)  loss_bbox_dn_2: 0.1571 (0.1730)  loss_bbox_dn_3: 0.1532 (0.1671)  loss_bbox_dn_4: 0.1515 (0.1657)  loss_bbox_dn_5: 0.1514 (0.1657)  loss_giou: 0.4620 (0.4701)  loss_giou_aux_0: 0.4768 (0.4937)  loss_giou_aux_1: 0.4476 (0.4800)  loss_giou_aux_2: 0.4525 (0.4747)  loss_giou_aux_3: 0.4560 (0.4714)  loss_giou_aux_4: 0.4619 (0.4703)  loss_giou_aux_5: 0.5488 (0.5575)  loss_giou_dn_0: 0.5517 (0.5749)  loss_giou_dn_1: 0.4598 (0.4671)  loss_giou_dn_2: 0.4339 (0.4366)  loss_giou_dn_3: 0.4213 (0.4284)  loss_giou_dn_4: 0.4194 (0.4264)  loss_giou_dn_5: 0.4196 (0.4265)  loss_vfl: 0.6549 (0.6687)  loss_vfl_aux_0: 0.7641 (0.7687)  loss_vfl_aux_1: 0.7376 (0.7230)  loss_vfl_aux_2: 0.6939 (0.6946)  loss_vfl_aux_3: 0.6726 (0.6808)  loss_vfl_aux_4: 0.6554 (0.6724)  loss_vfl_aux_5: 0.7292 (0.7537)  loss_vfl_dn_0: 0.4430 (0.4500)  loss_vfl_dn_1: 0.3848 (0.3845)  loss_vfl_dn_2: 0.3680 (0.3688)  loss_vfl_dn_3: 0.3579 (0.3616)  loss_vfl_dn_4: 0.3551 (0.3590)  loss_vfl_dn_5: 0.3551 (0.3582)  time: 0.4724  data: 0.0137  max mem: 5654
Epoch: [48] Total time: 1:00:10 (0.4884 s / it)
Averaged stats: lr: 0.000010  loss: 15.4894 (15.6787)  loss_bbox: 0.1367 (0.1513)  loss_bbox_aux_0: 0.1528 (0.1641)  loss_bbox_aux_1: 0.1466 (0.1561)  loss_bbox_aux_2: 0.1421 (0.1537)  loss_bbox_aux_3: 0.1461 (0.1517)  loss_bbox_aux_4: 0.1400 (0.1513)  loss_bbox_aux_5: 0.1867 (0.2004)  loss_bbox_dn_0: 0.2118 (0.2637)  loss_bbox_dn_1: 0.1629 (0.1933)  loss_bbox_dn_2: 0.1571 (0.1730)  loss_bbox_dn_3: 0.1532 (0.1671)  loss_bbox_dn_4: 0.1515 (0.1657)  loss_bbox_dn_5: 0.1514 (0.1657)  loss_giou: 0.4620 (0.4701)  loss_giou_aux_0: 0.4768 (0.4937)  loss_giou_aux_1: 0.4476 (0.4800)  loss_giou_aux_2: 0.4525 (0.4747)  loss_giou_aux_3: 0.4560 (0.4714)  loss_giou_aux_4: 0.4619 (0.4703)  loss_giou_aux_5: 0.5488 (0.5575)  loss_giou_dn_0: 0.5517 (0.5749)  loss_giou_dn_1: 0.4598 (0.4671)  loss_giou_dn_2: 0.4339 (0.4366)  loss_giou_dn_3: 0.4213 (0.4284)  loss_giou_dn_4: 0.4194 (0.4264)  loss_giou_dn_5: 0.4196 (0.4265)  loss_vfl: 0.6549 (0.6687)  loss_vfl_aux_0: 0.7641 (0.7687)  loss_vfl_aux_1: 0.7376 (0.7230)  loss_vfl_aux_2: 0.6939 (0.6946)  loss_vfl_aux_3: 0.6726 (0.6808)  loss_vfl_aux_4: 0.6554 (0.6724)  loss_vfl_aux_5: 0.7292 (0.7537)  loss_vfl_dn_0: 0.4430 (0.4500)  loss_vfl_dn_1: 0.3848 (0.3845)  loss_vfl_dn_2: 0.3680 (0.3688)  loss_vfl_dn_3: 0.3579 (0.3616)  loss_vfl_dn_4: 0.3551 (0.3590)  loss_vfl_dn_5: 0.3551 (0.3582)
Test:  [  0/157]  eta: 0:04:19    time: 1.6558  data: 1.2300  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5125  data: 0.1320  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3921  data: 0.0238  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3875  data: 0.0256  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3884  data: 0.0255  max mem: 5654
Test:  [ 50/157]  eta: 0:00:44    time: 0.3980  data: 0.0258  max mem: 5654
Test:  [ 60/157]  eta: 0:00:50    time: 0.7274  data: 0.0261  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.7112  data: 0.0253  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3852  data: 0.0253  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3927  data: 0.0255  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3852  data: 0.0251  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3887  data: 0.0253  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3932  data: 0.0253  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3892  data: 0.0253  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3803  data: 0.0252  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3669  data: 0.0257  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3575  data: 0.0252  max mem: 5654
Test: Total time: 0:01:08 (0.4385 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=41.40s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.528
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.708
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.570
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.352
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.573
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.704
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.391
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.654
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.721
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.554
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.768
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
best_stat:  {'epoch': 48, 'coco_eval_bbox': 0.5277517703880233}
Epoch: [49]  [   0/7393]  eta: 8:02:55  lr: 0.000010  loss: 13.8299 (13.8299)  loss_bbox: 0.1169 (0.1169)  loss_bbox_aux_0: 0.1308 (0.1308)  loss_bbox_aux_1: 0.1242 (0.1242)  loss_bbox_aux_2: 0.1223 (0.1223)  loss_bbox_aux_3: 0.1187 (0.1187)  loss_bbox_aux_4: 0.1169 (0.1169)  loss_bbox_aux_5: 0.1829 (0.1829)  loss_bbox_dn_0: 0.2528 (0.2528)  loss_bbox_dn_1: 0.1822 (0.1822)  loss_bbox_dn_2: 0.1448 (0.1448)  loss_bbox_dn_3: 0.1360 (0.1360)  loss_bbox_dn_4: 0.1340 (0.1340)  loss_bbox_dn_5: 0.1340 (0.1340)  loss_giou: 0.3646 (0.3646)  loss_giou_aux_0: 0.3762 (0.3762)  loss_giou_aux_1: 0.3727 (0.3727)  loss_giou_aux_2: 0.3740 (0.3740)  loss_giou_aux_3: 0.3625 (0.3625)  loss_giou_aux_4: 0.3649 (0.3649)  loss_giou_aux_5: 0.4289 (0.4289)  loss_giou_dn_0: 0.4998 (0.4998)  loss_giou_dn_1: 0.3982 (0.3982)  loss_giou_dn_2: 0.3567 (0.3567)  loss_giou_dn_3: 0.3496 (0.3496)  loss_giou_dn_4: 0.3469 (0.3469)  loss_giou_dn_5: 0.3468 (0.3468)  loss_vfl: 0.6423 (0.6423)  loss_vfl_aux_0: 0.8235 (0.8235)  loss_vfl_aux_1: 0.7096 (0.7096)  loss_vfl_aux_2: 0.6390 (0.6390)  loss_vfl_aux_3: 0.6330 (0.6330)  loss_vfl_aux_4: 0.6273 (0.6273)  loss_vfl_aux_5: 0.7638 (0.7638)  loss_vfl_dn_0: 0.4371 (0.4371)  loss_vfl_dn_1: 0.3671 (0.3671)  loss_vfl_dn_2: 0.3430 (0.3430)  loss_vfl_dn_3: 0.3358 (0.3358)  loss_vfl_dn_4: 0.3353 (0.3353)  loss_vfl_dn_5: 0.3351 (0.3351)  time: 3.9193  data: 3.3859  max mem: 5654
Epoch: [49]  [ 100/7393]  eta: 1:04:12  lr: 0.000010  loss: 15.6328 (15.5555)  loss_bbox: 0.1593 (0.1518)  loss_bbox_aux_0: 0.1722 (0.1646)  loss_bbox_aux_1: 0.1622 (0.1572)  loss_bbox_aux_2: 0.1633 (0.1527)  loss_bbox_aux_3: 0.1531 (0.1509)  loss_bbox_aux_4: 0.1619 (0.1513)  loss_bbox_aux_5: 0.2183 (0.1984)  loss_bbox_dn_0: 0.2478 (0.2558)  loss_bbox_dn_1: 0.1883 (0.1872)  loss_bbox_dn_2: 0.1659 (0.1675)  loss_bbox_dn_3: 0.1548 (0.1613)  loss_bbox_dn_4: 0.1537 (0.1600)  loss_bbox_dn_5: 0.1537 (0.1600)  loss_giou: 0.4221 (0.4720)  loss_giou_aux_0: 0.4588 (0.4950)  loss_giou_aux_1: 0.4414 (0.4841)  loss_giou_aux_2: 0.4287 (0.4752)  loss_giou_aux_3: 0.4188 (0.4722)  loss_giou_aux_4: 0.4270 (0.4720)  loss_giou_aux_5: 0.5150 (0.5546)  loss_giou_dn_0: 0.5568 (0.5725)  loss_giou_dn_1: 0.4502 (0.4660)  loss_giou_dn_2: 0.4218 (0.4361)  loss_giou_dn_3: 0.4093 (0.4278)  loss_giou_dn_4: 0.4068 (0.4258)  loss_giou_dn_5: 0.4072 (0.4261)  loss_vfl: 0.6805 (0.6558)  loss_vfl_aux_0: 0.7977 (0.7572)  loss_vfl_aux_1: 0.7426 (0.7063)  loss_vfl_aux_2: 0.7127 (0.6849)  loss_vfl_aux_3: 0.6988 (0.6696)  loss_vfl_aux_4: 0.6829 (0.6590)  loss_vfl_aux_5: 0.7831 (0.7543)  loss_vfl_dn_0: 0.4505 (0.4482)  loss_vfl_dn_1: 0.3856 (0.3827)  loss_vfl_dn_2: 0.3680 (0.3666)  loss_vfl_dn_3: 0.3624 (0.3597)  loss_vfl_dn_4: 0.3585 (0.3570)  loss_vfl_dn_5: 0.3580 (0.3563)  time: 0.4876  data: 0.0151  max mem: 5654
Epoch: [49]  [ 200/7393]  eta: 1:00:28  lr: 0.000010  loss: 14.8436 (15.5292)  loss_bbox: 0.1602 (0.1532)  loss_bbox_aux_0: 0.1704 (0.1654)  loss_bbox_aux_1: 0.1662 (0.1578)  loss_bbox_aux_2: 0.1725 (0.1543)  loss_bbox_aux_3: 0.1623 (0.1525)  loss_bbox_aux_4: 0.1622 (0.1529)  loss_bbox_aux_5: 0.2147 (0.2003)  loss_bbox_dn_0: 0.2994 (0.2599)  loss_bbox_dn_1: 0.2085 (0.1896)  loss_bbox_dn_2: 0.1856 (0.1692)  loss_bbox_dn_3: 0.1822 (0.1631)  loss_bbox_dn_4: 0.1833 (0.1616)  loss_bbox_dn_5: 0.1833 (0.1616)  loss_giou: 0.4190 (0.4722)  loss_giou_aux_0: 0.4437 (0.4954)  loss_giou_aux_1: 0.4373 (0.4836)  loss_giou_aux_2: 0.4230 (0.4761)  loss_giou_aux_3: 0.4172 (0.4724)  loss_giou_aux_4: 0.4176 (0.4723)  loss_giou_aux_5: 0.4827 (0.5550)  loss_giou_dn_0: 0.5226 (0.5711)  loss_giou_dn_1: 0.4222 (0.4643)  loss_giou_dn_2: 0.3872 (0.4345)  loss_giou_dn_3: 0.3785 (0.4263)  loss_giou_dn_4: 0.3758 (0.4242)  loss_giou_dn_5: 0.3762 (0.4244)  loss_vfl: 0.6407 (0.6501)  loss_vfl_aux_0: 0.7532 (0.7548)  loss_vfl_aux_1: 0.6986 (0.7024)  loss_vfl_aux_2: 0.6647 (0.6777)  loss_vfl_aux_3: 0.6358 (0.6650)  loss_vfl_aux_4: 0.6345 (0.6541)  loss_vfl_aux_5: 0.7544 (0.7491)  loss_vfl_dn_0: 0.4481 (0.4475)  loss_vfl_dn_1: 0.3741 (0.3813)  loss_vfl_dn_2: 0.3569 (0.3652)  loss_vfl_dn_3: 0.3527 (0.3583)  loss_vfl_dn_4: 0.3475 (0.3555)  loss_vfl_dn_5: 0.3460 (0.3550)  time: 0.4663  data: 0.0152  max mem: 5654
Epoch: [49]  [ 300/7393]  eta: 0:58:29  lr: 0.000010  loss: 15.7030 (15.6307)  loss_bbox: 0.1493 (0.1555)  loss_bbox_aux_0: 0.1583 (0.1677)  loss_bbox_aux_1: 0.1543 (0.1603)  loss_bbox_aux_2: 0.1498 (0.1573)  loss_bbox_aux_3: 0.1499 (0.1551)  loss_bbox_aux_4: 0.1503 (0.1554)  loss_bbox_aux_5: 0.2036 (0.2028)  loss_bbox_dn_0: 0.2537 (0.2645)  loss_bbox_dn_1: 0.1897 (0.1942)  loss_bbox_dn_2: 0.1712 (0.1739)  loss_bbox_dn_3: 0.1626 (0.1677)  loss_bbox_dn_4: 0.1618 (0.1662)  loss_bbox_dn_5: 0.1616 (0.1662)  loss_giou: 0.4546 (0.4732)  loss_giou_aux_0: 0.4740 (0.4969)  loss_giou_aux_1: 0.4569 (0.4844)  loss_giou_aux_2: 0.4601 (0.4780)  loss_giou_aux_3: 0.4630 (0.4733)  loss_giou_aux_4: 0.4596 (0.4733)  loss_giou_aux_5: 0.5457 (0.5569)  loss_giou_dn_0: 0.5833 (0.5723)  loss_giou_dn_1: 0.4682 (0.4653)  loss_giou_dn_2: 0.4333 (0.4354)  loss_giou_dn_3: 0.4262 (0.4271)  loss_giou_dn_4: 0.4228 (0.4250)  loss_giou_dn_5: 0.4229 (0.4252)  loss_vfl: 0.6541 (0.6559)  loss_vfl_aux_0: 0.7466 (0.7591)  loss_vfl_aux_1: 0.7129 (0.7097)  loss_vfl_aux_2: 0.6762 (0.6824)  loss_vfl_aux_3: 0.6746 (0.6708)  loss_vfl_aux_4: 0.6507 (0.6598)  loss_vfl_aux_5: 0.7298 (0.7500)  loss_vfl_dn_0: 0.4425 (0.4480)  loss_vfl_dn_1: 0.3845 (0.3824)  loss_vfl_dn_2: 0.3717 (0.3667)  loss_vfl_dn_3: 0.3610 (0.3597)  loss_vfl_dn_4: 0.3574 (0.3570)  loss_vfl_dn_5: 0.3552 (0.3563)  time: 0.4683  data: 0.0150  max mem: 5654
Epoch: [49]  [ 400/7393]  eta: 0:57:02  lr: 0.000010  loss: 15.9986 (15.6001)  loss_bbox: 0.1548 (0.1541)  loss_bbox_aux_0: 0.1660 (0.1669)  loss_bbox_aux_1: 0.1537 (0.1586)  loss_bbox_aux_2: 0.1578 (0.1561)  loss_bbox_aux_3: 0.1444 (0.1541)  loss_bbox_aux_4: 0.1443 (0.1541)  loss_bbox_aux_5: 0.1847 (0.2011)  loss_bbox_dn_0: 0.2384 (0.2646)  loss_bbox_dn_1: 0.1755 (0.1939)  loss_bbox_dn_2: 0.1566 (0.1733)  loss_bbox_dn_3: 0.1490 (0.1670)  loss_bbox_dn_4: 0.1476 (0.1655)  loss_bbox_dn_5: 0.1476 (0.1655)  loss_giou: 0.4841 (0.4699)  loss_giou_aux_0: 0.4954 (0.4933)  loss_giou_aux_1: 0.5017 (0.4799)  loss_giou_aux_2: 0.4989 (0.4745)  loss_giou_aux_3: 0.5048 (0.4701)  loss_giou_aux_4: 0.4902 (0.4700)  loss_giou_aux_5: 0.5573 (0.5534)  loss_giou_dn_0: 0.5847 (0.5703)  loss_giou_dn_1: 0.4837 (0.4633)  loss_giou_dn_2: 0.4547 (0.4330)  loss_giou_dn_3: 0.4432 (0.4248)  loss_giou_dn_4: 0.4385 (0.4227)  loss_giou_dn_5: 0.4385 (0.4229)  loss_vfl: 0.6449 (0.6588)  loss_vfl_aux_0: 0.7444 (0.7613)  loss_vfl_aux_1: 0.6894 (0.7142)  loss_vfl_aux_2: 0.6607 (0.6850)  loss_vfl_aux_3: 0.6407 (0.6736)  loss_vfl_aux_4: 0.6498 (0.6631)  loss_vfl_aux_5: 0.7168 (0.7513)  loss_vfl_dn_0: 0.4519 (0.4480)  loss_vfl_dn_1: 0.3943 (0.3824)  loss_vfl_dn_2: 0.3807 (0.3667)  loss_vfl_dn_3: 0.3705 (0.3596)  loss_vfl_dn_4: 0.3687 (0.3568)  loss_vfl_dn_5: 0.3665 (0.3562)  time: 0.4751  data: 0.0150  max mem: 5654
Epoch: [49]  [ 500/7393]  eta: 0:57:43  lr: 0.000010  loss: 15.2749 (15.6344)  loss_bbox: 0.1614 (0.1545)  loss_bbox_aux_0: 0.1770 (0.1670)  loss_bbox_aux_1: 0.1566 (0.1589)  loss_bbox_aux_2: 0.1599 (0.1566)  loss_bbox_aux_3: 0.1666 (0.1547)  loss_bbox_aux_4: 0.1614 (0.1545)  loss_bbox_aux_5: 0.2076 (0.2019)  loss_bbox_dn_0: 0.2705 (0.2661)  loss_bbox_dn_1: 0.1829 (0.1953)  loss_bbox_dn_2: 0.1623 (0.1748)  loss_bbox_dn_3: 0.1567 (0.1687)  loss_bbox_dn_4: 0.1575 (0.1673)  loss_bbox_dn_5: 0.1576 (0.1673)  loss_giou: 0.4283 (0.4697)  loss_giou_aux_0: 0.4491 (0.4935)  loss_giou_aux_1: 0.4329 (0.4798)  loss_giou_aux_2: 0.4296 (0.4748)  loss_giou_aux_3: 0.4379 (0.4704)  loss_giou_aux_4: 0.4283 (0.4699)  loss_giou_aux_5: 0.5095 (0.5542)  loss_giou_dn_0: 0.5462 (0.5711)  loss_giou_dn_1: 0.4402 (0.4638)  loss_giou_dn_2: 0.4133 (0.4335)  loss_giou_dn_3: 0.4024 (0.4253)  loss_giou_dn_4: 0.3992 (0.4233)  loss_giou_dn_5: 0.3991 (0.4234)  loss_vfl: 0.6583 (0.6612)  loss_vfl_aux_0: 0.7274 (0.7634)  loss_vfl_aux_1: 0.6832 (0.7167)  loss_vfl_aux_2: 0.6450 (0.6869)  loss_vfl_aux_3: 0.6734 (0.6754)  loss_vfl_aux_4: 0.6658 (0.6655)  loss_vfl_aux_5: 0.7461 (0.7531)  loss_vfl_dn_0: 0.4509 (0.4486)  loss_vfl_dn_1: 0.3744 (0.3829)  loss_vfl_dn_2: 0.3619 (0.3670)  loss_vfl_dn_3: 0.3545 (0.3598)  loss_vfl_dn_4: 0.3540 (0.3571)  loss_vfl_dn_5: 0.3540 (0.3564)  time: 0.4826  data: 0.0150  max mem: 5654
Epoch: [49]  [ 600/7393]  eta: 0:56:38  lr: 0.000010  loss: 15.7066 (15.6141)  loss_bbox: 0.1566 (0.1543)  loss_bbox_aux_0: 0.1669 (0.1667)  loss_bbox_aux_1: 0.1635 (0.1587)  loss_bbox_aux_2: 0.1599 (0.1566)  loss_bbox_aux_3: 0.1490 (0.1545)  loss_bbox_aux_4: 0.1575 (0.1544)  loss_bbox_aux_5: 0.2067 (0.2020)  loss_bbox_dn_0: 0.2680 (0.2673)  loss_bbox_dn_1: 0.2033 (0.1959)  loss_bbox_dn_2: 0.1880 (0.1752)  loss_bbox_dn_3: 0.1784 (0.1692)  loss_bbox_dn_4: 0.1773 (0.1678)  loss_bbox_dn_5: 0.1773 (0.1678)  loss_giou: 0.4152 (0.4665)  loss_giou_aux_0: 0.4379 (0.4903)  loss_giou_aux_1: 0.4282 (0.4767)  loss_giou_aux_2: 0.4266 (0.4717)  loss_giou_aux_3: 0.4193 (0.4673)  loss_giou_aux_4: 0.4164 (0.4668)  loss_giou_aux_5: 0.4903 (0.5512)  loss_giou_dn_0: 0.5536 (0.5698)  loss_giou_dn_1: 0.4466 (0.4623)  loss_giou_dn_2: 0.4132 (0.4320)  loss_giou_dn_3: 0.4008 (0.4238)  loss_giou_dn_4: 0.3968 (0.4218)  loss_giou_dn_5: 0.3967 (0.4220)  loss_vfl: 0.6820 (0.6621)  loss_vfl_aux_0: 0.7776 (0.7656)  loss_vfl_aux_1: 0.7241 (0.7173)  loss_vfl_aux_2: 0.6771 (0.6876)  loss_vfl_aux_3: 0.6911 (0.6760)  loss_vfl_aux_4: 0.6732 (0.6661)  loss_vfl_aux_5: 0.7444 (0.7546)  loss_vfl_dn_0: 0.4469 (0.4489)  loss_vfl_dn_1: 0.3852 (0.3829)  loss_vfl_dn_2: 0.3682 (0.3670)  loss_vfl_dn_3: 0.3630 (0.3600)  loss_vfl_dn_4: 0.3588 (0.3572)  loss_vfl_dn_5: 0.3585 (0.3565)  time: 0.4932  data: 0.0143  max mem: 5654
Epoch: [49]  [ 700/7393]  eta: 0:55:34  lr: 0.000010  loss: 15.8984 (15.6254)  loss_bbox: 0.1585 (0.1540)  loss_bbox_aux_0: 0.1617 (0.1666)  loss_bbox_aux_1: 0.1563 (0.1584)  loss_bbox_aux_2: 0.1569 (0.1565)  loss_bbox_aux_3: 0.1498 (0.1544)  loss_bbox_aux_4: 0.1596 (0.1542)  loss_bbox_aux_5: 0.2033 (0.2026)  loss_bbox_dn_0: 0.2715 (0.2675)  loss_bbox_dn_1: 0.2032 (0.1963)  loss_bbox_dn_2: 0.1723 (0.1755)  loss_bbox_dn_3: 0.1654 (0.1694)  loss_bbox_dn_4: 0.1630 (0.1680)  loss_bbox_dn_5: 0.1630 (0.1680)  loss_giou: 0.4599 (0.4666)  loss_giou_aux_0: 0.4790 (0.4905)  loss_giou_aux_1: 0.4687 (0.4770)  loss_giou_aux_2: 0.4668 (0.4719)  loss_giou_aux_3: 0.4615 (0.4675)  loss_giou_aux_4: 0.4622 (0.4668)  loss_giou_aux_5: 0.5429 (0.5520)  loss_giou_dn_0: 0.5989 (0.5705)  loss_giou_dn_1: 0.4847 (0.4633)  loss_giou_dn_2: 0.4541 (0.4330)  loss_giou_dn_3: 0.4413 (0.4247)  loss_giou_dn_4: 0.4365 (0.4227)  loss_giou_dn_5: 0.4364 (0.4229)  loss_vfl: 0.6661 (0.6627)  loss_vfl_aux_0: 0.7445 (0.7656)  loss_vfl_aux_1: 0.7158 (0.7181)  loss_vfl_aux_2: 0.6846 (0.6884)  loss_vfl_aux_3: 0.6740 (0.6760)  loss_vfl_aux_4: 0.6606 (0.6665)  loss_vfl_aux_5: 0.7515 (0.7539)  loss_vfl_dn_0: 0.4436 (0.4488)  loss_vfl_dn_1: 0.3906 (0.3831)  loss_vfl_dn_2: 0.3763 (0.3671)  loss_vfl_dn_3: 0.3721 (0.3601)  loss_vfl_dn_4: 0.3701 (0.3574)  loss_vfl_dn_5: 0.3692 (0.3567)  time: 0.4842  data: 0.0143  max mem: 5654
Epoch: [49]  [ 800/7393]  eta: 0:54:34  lr: 0.000010  loss: 15.4208 (15.6271)  loss_bbox: 0.1495 (0.1534)  loss_bbox_aux_0: 0.1600 (0.1660)  loss_bbox_aux_1: 0.1510 (0.1582)  loss_bbox_aux_2: 0.1515 (0.1560)  loss_bbox_aux_3: 0.1460 (0.1539)  loss_bbox_aux_4: 0.1520 (0.1537)  loss_bbox_aux_5: 0.1869 (0.2022)  loss_bbox_dn_0: 0.2381 (0.2673)  loss_bbox_dn_1: 0.1756 (0.1959)  loss_bbox_dn_2: 0.1528 (0.1749)  loss_bbox_dn_3: 0.1458 (0.1689)  loss_bbox_dn_4: 0.1431 (0.1675)  loss_bbox_dn_5: 0.1431 (0.1675)  loss_giou: 0.4629 (0.4643)  loss_giou_aux_0: 0.4779 (0.4885)  loss_giou_aux_1: 0.4572 (0.4749)  loss_giou_aux_2: 0.4581 (0.4696)  loss_giou_aux_3: 0.4615 (0.4653)  loss_giou_aux_4: 0.4636 (0.4646)  loss_giou_aux_5: 0.5336 (0.5501)  loss_giou_dn_0: 0.5637 (0.5698)  loss_giou_dn_1: 0.4436 (0.4623)  loss_giou_dn_2: 0.4205 (0.4320)  loss_giou_dn_3: 0.4093 (0.4237)  loss_giou_dn_4: 0.4080 (0.4216)  loss_giou_dn_5: 0.4080 (0.4218)  loss_vfl: 0.6665 (0.6665)  loss_vfl_aux_0: 0.7537 (0.7698)  loss_vfl_aux_1: 0.7211 (0.7217)  loss_vfl_aux_2: 0.6775 (0.6927)  loss_vfl_aux_3: 0.6823 (0.6798)  loss_vfl_aux_4: 0.6586 (0.6702)  loss_vfl_aux_5: 0.7367 (0.7572)  loss_vfl_dn_0: 0.4481 (0.4493)  loss_vfl_dn_1: 0.3773 (0.3834)  loss_vfl_dn_2: 0.3578 (0.3675)  loss_vfl_dn_3: 0.3554 (0.3603)  loss_vfl_dn_4: 0.3522 (0.3576)  loss_vfl_dn_5: 0.3514 (0.3569)  time: 0.4753  data: 0.0147  max mem: 5654
Epoch: [49]  [ 900/7393]  eta: 0:53:29  lr: 0.000010  loss: 15.4711 (15.6153)  loss_bbox: 0.1467 (0.1530)  loss_bbox_aux_0: 0.1615 (0.1653)  loss_bbox_aux_1: 0.1572 (0.1575)  loss_bbox_aux_2: 0.1475 (0.1553)  loss_bbox_aux_3: 0.1426 (0.1534)  loss_bbox_aux_4: 0.1467 (0.1532)  loss_bbox_aux_5: 0.1993 (0.2014)  loss_bbox_dn_0: 0.2443 (0.2655)  loss_bbox_dn_1: 0.1844 (0.1944)  loss_bbox_dn_2: 0.1595 (0.1737)  loss_bbox_dn_3: 0.1521 (0.1678)  loss_bbox_dn_4: 0.1523 (0.1663)  loss_bbox_dn_5: 0.1523 (0.1664)  loss_giou: 0.4216 (0.4648)  loss_giou_aux_0: 0.4516 (0.4888)  loss_giou_aux_1: 0.4404 (0.4752)  loss_giou_aux_2: 0.4407 (0.4700)  loss_giou_aux_3: 0.4241 (0.4657)  loss_giou_aux_4: 0.4262 (0.4651)  loss_giou_aux_5: 0.5152 (0.5507)  loss_giou_dn_0: 0.5449 (0.5694)  loss_giou_dn_1: 0.4437 (0.4619)  loss_giou_dn_2: 0.4104 (0.4317)  loss_giou_dn_3: 0.4012 (0.4235)  loss_giou_dn_4: 0.3981 (0.4215)  loss_giou_dn_5: 0.3983 (0.4217)  loss_vfl: 0.6641 (0.6657)  loss_vfl_aux_0: 0.7810 (0.7706)  loss_vfl_aux_1: 0.7233 (0.7218)  loss_vfl_aux_2: 0.7054 (0.6922)  loss_vfl_aux_3: 0.6969 (0.6793)  loss_vfl_aux_4: 0.6600 (0.6695)  loss_vfl_aux_5: 0.7555 (0.7568)  loss_vfl_dn_0: 0.4596 (0.4496)  loss_vfl_dn_1: 0.3819 (0.3837)  loss_vfl_dn_2: 0.3649 (0.3677)  loss_vfl_dn_3: 0.3571 (0.3605)  loss_vfl_dn_4: 0.3525 (0.3578)  loss_vfl_dn_5: 0.3517 (0.3570)  time: 0.4896  data: 0.0138  max mem: 5654
Epoch: [49]  [1000/7393]  eta: 0:52:32  lr: 0.000010  loss: 15.0872 (15.6073)  loss_bbox: 0.1443 (0.1531)  loss_bbox_aux_0: 0.1492 (0.1651)  loss_bbox_aux_1: 0.1444 (0.1576)  loss_bbox_aux_2: 0.1382 (0.1554)  loss_bbox_aux_3: 0.1447 (0.1536)  loss_bbox_aux_4: 0.1399 (0.1534)  loss_bbox_aux_5: 0.1890 (0.2013)  loss_bbox_dn_0: 0.2492 (0.2648)  loss_bbox_dn_1: 0.1716 (0.1941)  loss_bbox_dn_2: 0.1482 (0.1733)  loss_bbox_dn_3: 0.1421 (0.1674)  loss_bbox_dn_4: 0.1425 (0.1660)  loss_bbox_dn_5: 0.1426 (0.1660)  loss_giou: 0.4673 (0.4657)  loss_giou_aux_0: 0.4847 (0.4894)  loss_giou_aux_1: 0.4669 (0.4760)  loss_giou_aux_2: 0.4509 (0.4707)  loss_giou_aux_3: 0.4681 (0.4667)  loss_giou_aux_4: 0.4574 (0.4659)  loss_giou_aux_5: 0.5563 (0.5513)  loss_giou_dn_0: 0.5652 (0.5694)  loss_giou_dn_1: 0.4620 (0.4621)  loss_giou_dn_2: 0.4333 (0.4319)  loss_giou_dn_3: 0.4244 (0.4237)  loss_giou_dn_4: 0.4208 (0.4218)  loss_giou_dn_5: 0.4213 (0.4219)  loss_vfl: 0.6469 (0.6640)  loss_vfl_aux_0: 0.7158 (0.7687)  loss_vfl_aux_1: 0.6879 (0.7198)  loss_vfl_aux_2: 0.6648 (0.6905)  loss_vfl_aux_3: 0.6669 (0.6773)  loss_vfl_aux_4: 0.6467 (0.6677)  loss_vfl_aux_5: 0.7272 (0.7556)  loss_vfl_dn_0: 0.4436 (0.4494)  loss_vfl_dn_1: 0.3780 (0.3835)  loss_vfl_dn_2: 0.3701 (0.3676)  loss_vfl_dn_3: 0.3609 (0.3605)  loss_vfl_dn_4: 0.3562 (0.3578)  loss_vfl_dn_5: 0.3580 (0.3571)  time: 0.4733  data: 0.0147  max mem: 5654
Epoch: [49]  [1100/7393]  eta: 0:51:33  lr: 0.000010  loss: 15.0957 (15.6171)  loss_bbox: 0.1365 (0.1533)  loss_bbox_aux_0: 0.1591 (0.1652)  loss_bbox_aux_1: 0.1497 (0.1577)  loss_bbox_aux_2: 0.1434 (0.1555)  loss_bbox_aux_3: 0.1383 (0.1538)  loss_bbox_aux_4: 0.1329 (0.1536)  loss_bbox_aux_5: 0.2142 (0.2016)  loss_bbox_dn_0: 0.2616 (0.2654)  loss_bbox_dn_1: 0.1886 (0.1948)  loss_bbox_dn_2: 0.1700 (0.1740)  loss_bbox_dn_3: 0.1639 (0.1681)  loss_bbox_dn_4: 0.1625 (0.1667)  loss_bbox_dn_5: 0.1625 (0.1667)  loss_giou: 0.4066 (0.4658)  loss_giou_aux_0: 0.4252 (0.4893)  loss_giou_aux_1: 0.4042 (0.4758)  loss_giou_aux_2: 0.4086 (0.4706)  loss_giou_aux_3: 0.4021 (0.4668)  loss_giou_aux_4: 0.4015 (0.4659)  loss_giou_aux_5: 0.4949 (0.5514)  loss_giou_dn_0: 0.5505 (0.5695)  loss_giou_dn_1: 0.4395 (0.4623)  loss_giou_dn_2: 0.4085 (0.4321)  loss_giou_dn_3: 0.3998 (0.4239)  loss_giou_dn_4: 0.4000 (0.4219)  loss_giou_dn_5: 0.4000 (0.4221)  loss_vfl: 0.6374 (0.6646)  loss_vfl_aux_0: 0.7608 (0.7696)  loss_vfl_aux_1: 0.7010 (0.7203)  loss_vfl_aux_2: 0.6688 (0.6911)  loss_vfl_aux_3: 0.6504 (0.6778)  loss_vfl_aux_4: 0.6506 (0.6685)  loss_vfl_aux_5: 0.7394 (0.7556)  loss_vfl_dn_0: 0.4469 (0.4494)  loss_vfl_dn_1: 0.3764 (0.3835)  loss_vfl_dn_2: 0.3608 (0.3677)  loss_vfl_dn_3: 0.3535 (0.3606)  loss_vfl_dn_4: 0.3512 (0.3578)  loss_vfl_dn_5: 0.3518 (0.3571)  time: 0.4784  data: 0.0141  max mem: 5654
Epoch: [49]  [1200/7393]  eta: 0:50:36  lr: 0.000010  loss: 15.7150 (15.6444)  loss_bbox: 0.1456 (0.1533)  loss_bbox_aux_0: 0.1651 (0.1650)  loss_bbox_aux_1: 0.1609 (0.1576)  loss_bbox_aux_2: 0.1505 (0.1555)  loss_bbox_aux_3: 0.1452 (0.1537)  loss_bbox_aux_4: 0.1456 (0.1535)  loss_bbox_aux_5: 0.1915 (0.2013)  loss_bbox_dn_0: 0.2484 (0.2651)  loss_bbox_dn_1: 0.1839 (0.1948)  loss_bbox_dn_2: 0.1680 (0.1741)  loss_bbox_dn_3: 0.1647 (0.1683)  loss_bbox_dn_4: 0.1641 (0.1669)  loss_bbox_dn_5: 0.1642 (0.1669)  loss_giou: 0.4642 (0.4676)  loss_giou_aux_0: 0.5032 (0.4910)  loss_giou_aux_1: 0.4860 (0.4776)  loss_giou_aux_2: 0.4718 (0.4725)  loss_giou_aux_3: 0.4694 (0.4686)  loss_giou_aux_4: 0.4642 (0.4677)  loss_giou_aux_5: 0.5707 (0.5533)  loss_giou_dn_0: 0.5750 (0.5710)  loss_giou_dn_1: 0.4738 (0.4638)  loss_giou_dn_2: 0.4445 (0.4337)  loss_giou_dn_3: 0.4392 (0.4256)  loss_giou_dn_4: 0.4355 (0.4236)  loss_giou_dn_5: 0.4353 (0.4238)  loss_vfl: 0.6907 (0.6651)  loss_vfl_aux_0: 0.7834 (0.7704)  loss_vfl_aux_1: 0.7421 (0.7216)  loss_vfl_aux_2: 0.7253 (0.6912)  loss_vfl_aux_3: 0.7159 (0.6786)  loss_vfl_aux_4: 0.7035 (0.6691)  loss_vfl_aux_5: 0.7635 (0.7554)  loss_vfl_dn_0: 0.4525 (0.4493)  loss_vfl_dn_1: 0.3941 (0.3837)  loss_vfl_dn_2: 0.3749 (0.3679)  loss_vfl_dn_3: 0.3690 (0.3608)  loss_vfl_dn_4: 0.3681 (0.3581)  loss_vfl_dn_5: 0.3667 (0.3574)  time: 0.4763  data: 0.0143  max mem: 5654
Epoch: [49]  [1300/7393]  eta: 0:49:44  lr: 0.000010  loss: 15.5153 (15.6456)  loss_bbox: 0.1466 (0.1533)  loss_bbox_aux_0: 0.1659 (0.1650)  loss_bbox_aux_1: 0.1557 (0.1577)  loss_bbox_aux_2: 0.1455 (0.1556)  loss_bbox_aux_3: 0.1497 (0.1537)  loss_bbox_aux_4: 0.1485 (0.1535)  loss_bbox_aux_5: 0.2150 (0.2014)  loss_bbox_dn_0: 0.3048 (0.2660)  loss_bbox_dn_1: 0.2164 (0.1952)  loss_bbox_dn_2: 0.1948 (0.1744)  loss_bbox_dn_3: 0.1931 (0.1686)  loss_bbox_dn_4: 0.1925 (0.1672)  loss_bbox_dn_5: 0.1925 (0.1672)  loss_giou: 0.4018 (0.4671)  loss_giou_aux_0: 0.4318 (0.4906)  loss_giou_aux_1: 0.4209 (0.4773)  loss_giou_aux_2: 0.4043 (0.4721)  loss_giou_aux_3: 0.3971 (0.4681)  loss_giou_aux_4: 0.3972 (0.4672)  loss_giou_aux_5: 0.4901 (0.5530)  loss_giou_dn_0: 0.5407 (0.5707)  loss_giou_dn_1: 0.4261 (0.4633)  loss_giou_dn_2: 0.3899 (0.4331)  loss_giou_dn_3: 0.3770 (0.4249)  loss_giou_dn_4: 0.3757 (0.4229)  loss_giou_dn_5: 0.3762 (0.4231)  loss_vfl: 0.6960 (0.6659)  loss_vfl_aux_0: 0.7928 (0.7714)  loss_vfl_aux_1: 0.7379 (0.7221)  loss_vfl_aux_2: 0.7186 (0.6919)  loss_vfl_aux_3: 0.7029 (0.6793)  loss_vfl_aux_4: 0.6963 (0.6700)  loss_vfl_aux_5: 0.7693 (0.7558)  loss_vfl_dn_0: 0.4569 (0.4494)  loss_vfl_dn_1: 0.3829 (0.3837)  loss_vfl_dn_2: 0.3661 (0.3679)  loss_vfl_dn_3: 0.3562 (0.3608)  loss_vfl_dn_4: 0.3546 (0.3580)  loss_vfl_dn_5: 0.3568 (0.3573)  time: 0.4859  data: 0.0135  max mem: 5654
Epoch: [49]  [1400/7393]  eta: 0:48:50  lr: 0.000010  loss: 15.5506 (15.6448)  loss_bbox: 0.1372 (0.1532)  loss_bbox_aux_0: 0.1549 (0.1649)  loss_bbox_aux_1: 0.1389 (0.1577)  loss_bbox_aux_2: 0.1443 (0.1556)  loss_bbox_aux_3: 0.1333 (0.1537)  loss_bbox_aux_4: 0.1372 (0.1534)  loss_bbox_aux_5: 0.1940 (0.2014)  loss_bbox_dn_0: 0.2268 (0.2660)  loss_bbox_dn_1: 0.1681 (0.1953)  loss_bbox_dn_2: 0.1520 (0.1747)  loss_bbox_dn_3: 0.1485 (0.1688)  loss_bbox_dn_4: 0.1467 (0.1673)  loss_bbox_dn_5: 0.1467 (0.1674)  loss_giou: 0.4802 (0.4671)  loss_giou_aux_0: 0.5061 (0.4905)  loss_giou_aux_1: 0.4898 (0.4774)  loss_giou_aux_2: 0.4847 (0.4723)  loss_giou_aux_3: 0.4781 (0.4681)  loss_giou_aux_4: 0.4732 (0.4672)  loss_giou_aux_5: 0.5913 (0.5531)  loss_giou_dn_0: 0.5954 (0.5706)  loss_giou_dn_1: 0.4751 (0.4631)  loss_giou_dn_2: 0.4443 (0.4329)  loss_giou_dn_3: 0.4378 (0.4247)  loss_giou_dn_4: 0.4362 (0.4228)  loss_giou_dn_5: 0.4369 (0.4229)  loss_vfl: 0.6449 (0.6657)  loss_vfl_aux_0: 0.7593 (0.7715)  loss_vfl_aux_1: 0.6937 (0.7219)  loss_vfl_aux_2: 0.6730 (0.6916)  loss_vfl_aux_3: 0.6654 (0.6790)  loss_vfl_aux_4: 0.6513 (0.6700)  loss_vfl_aux_5: 0.7415 (0.7559)  loss_vfl_dn_0: 0.4460 (0.4493)  loss_vfl_dn_1: 0.3842 (0.3836)  loss_vfl_dn_2: 0.3713 (0.3679)  loss_vfl_dn_3: 0.3623 (0.3608)  loss_vfl_dn_4: 0.3613 (0.3580)  loss_vfl_dn_5: 0.3608 (0.3573)  time: 0.4828  data: 0.0136  max mem: 5654
Epoch: [49]  [1500/7393]  eta: 0:47:57  lr: 0.000010  loss: 15.3719 (15.6513)  loss_bbox: 0.1489 (0.1531)  loss_bbox_aux_0: 0.1543 (0.1647)  loss_bbox_aux_1: 0.1496 (0.1575)  loss_bbox_aux_2: 0.1468 (0.1554)  loss_bbox_aux_3: 0.1386 (0.1536)  loss_bbox_aux_4: 0.1490 (0.1532)  loss_bbox_aux_5: 0.1981 (0.2012)  loss_bbox_dn_0: 0.2620 (0.2656)  loss_bbox_dn_1: 0.1932 (0.1950)  loss_bbox_dn_2: 0.1663 (0.1744)  loss_bbox_dn_3: 0.1586 (0.1684)  loss_bbox_dn_4: 0.1571 (0.1670)  loss_bbox_dn_5: 0.1571 (0.1670)  loss_giou: 0.4424 (0.4679)  loss_giou_aux_0: 0.4722 (0.4913)  loss_giou_aux_1: 0.4471 (0.4782)  loss_giou_aux_2: 0.4482 (0.4730)  loss_giou_aux_3: 0.4439 (0.4689)  loss_giou_aux_4: 0.4429 (0.4679)  loss_giou_aux_5: 0.5356 (0.5540)  loss_giou_dn_0: 0.5495 (0.5714)  loss_giou_dn_1: 0.4406 (0.4638)  loss_giou_dn_2: 0.4132 (0.4335)  loss_giou_dn_3: 0.4054 (0.4253)  loss_giou_dn_4: 0.3989 (0.4233)  loss_giou_dn_5: 0.3989 (0.4235)  loss_vfl: 0.6682 (0.6659)  loss_vfl_aux_0: 0.7684 (0.7710)  loss_vfl_aux_1: 0.7072 (0.7219)  loss_vfl_aux_2: 0.6900 (0.6918)  loss_vfl_aux_3: 0.6853 (0.6791)  loss_vfl_aux_4: 0.6701 (0.6702)  loss_vfl_aux_5: 0.7582 (0.7553)  loss_vfl_dn_0: 0.4537 (0.4495)  loss_vfl_dn_1: 0.3836 (0.3838)  loss_vfl_dn_2: 0.3738 (0.3681)  loss_vfl_dn_3: 0.3662 (0.3609)  loss_vfl_dn_4: 0.3651 (0.3582)  loss_vfl_dn_5: 0.3650 (0.3575)  time: 0.4904  data: 0.0136  max mem: 5654
Epoch: [49]  [1600/7393]  eta: 0:47:05  lr: 0.000010  loss: 15.5842 (15.6453)  loss_bbox: 0.1611 (0.1530)  loss_bbox_aux_0: 0.1726 (0.1648)  loss_bbox_aux_1: 0.1665 (0.1577)  loss_bbox_aux_2: 0.1654 (0.1555)  loss_bbox_aux_3: 0.1622 (0.1536)  loss_bbox_aux_4: 0.1619 (0.1532)  loss_bbox_aux_5: 0.2025 (0.2015)  loss_bbox_dn_0: 0.2417 (0.2657)  loss_bbox_dn_1: 0.1778 (0.1952)  loss_bbox_dn_2: 0.1564 (0.1745)  loss_bbox_dn_3: 0.1478 (0.1686)  loss_bbox_dn_4: 0.1467 (0.1672)  loss_bbox_dn_5: 0.1467 (0.1672)  loss_giou: 0.4258 (0.4669)  loss_giou_aux_0: 0.4473 (0.4903)  loss_giou_aux_1: 0.4437 (0.4774)  loss_giou_aux_2: 0.4215 (0.4720)  loss_giou_aux_3: 0.4264 (0.4679)  loss_giou_aux_4: 0.4277 (0.4669)  loss_giou_aux_5: 0.5152 (0.5533)  loss_giou_dn_0: 0.5834 (0.5709)  loss_giou_dn_1: 0.4678 (0.4633)  loss_giou_dn_2: 0.4437 (0.4331)  loss_giou_dn_3: 0.4321 (0.4248)  loss_giou_dn_4: 0.4329 (0.4228)  loss_giou_dn_5: 0.4329 (0.4230)  loss_vfl: 0.6815 (0.6665)  loss_vfl_aux_0: 0.7656 (0.7711)  loss_vfl_aux_1: 0.7285 (0.7221)  loss_vfl_aux_2: 0.6869 (0.6920)  loss_vfl_aux_3: 0.6812 (0.6795)  loss_vfl_aux_4: 0.6805 (0.6707)  loss_vfl_aux_5: 0.7489 (0.7553)  loss_vfl_dn_0: 0.4533 (0.4495)  loss_vfl_dn_1: 0.3905 (0.3838)  loss_vfl_dn_2: 0.3734 (0.3681)  loss_vfl_dn_3: 0.3681 (0.3609)  loss_vfl_dn_4: 0.3657 (0.3581)  loss_vfl_dn_5: 0.3635 (0.3575)  time: 0.4784  data: 0.0140  max mem: 5654
Epoch: [49]  [1700/7393]  eta: 0:46:13  lr: 0.000010  loss: 15.5016 (15.6466)  loss_bbox: 0.1477 (0.1528)  loss_bbox_aux_0: 0.1552 (0.1647)  loss_bbox_aux_1: 0.1443 (0.1575)  loss_bbox_aux_2: 0.1478 (0.1552)  loss_bbox_aux_3: 0.1470 (0.1532)  loss_bbox_aux_4: 0.1423 (0.1529)  loss_bbox_aux_5: 0.1903 (0.2013)  loss_bbox_dn_0: 0.2414 (0.2657)  loss_bbox_dn_1: 0.1755 (0.1952)  loss_bbox_dn_2: 0.1547 (0.1745)  loss_bbox_dn_3: 0.1486 (0.1685)  loss_bbox_dn_4: 0.1460 (0.1671)  loss_bbox_dn_5: 0.1461 (0.1671)  loss_giou: 0.4643 (0.4668)  loss_giou_aux_0: 0.4806 (0.4905)  loss_giou_aux_1: 0.4716 (0.4773)  loss_giou_aux_2: 0.4692 (0.4719)  loss_giou_aux_3: 0.4685 (0.4678)  loss_giou_aux_4: 0.4674 (0.4669)  loss_giou_aux_5: 0.5661 (0.5535)  loss_giou_dn_0: 0.5856 (0.5711)  loss_giou_dn_1: 0.4845 (0.4634)  loss_giou_dn_2: 0.4509 (0.4331)  loss_giou_dn_3: 0.4399 (0.4248)  loss_giou_dn_4: 0.4378 (0.4228)  loss_giou_dn_5: 0.4379 (0.4230)  loss_vfl: 0.6485 (0.6669)  loss_vfl_aux_0: 0.7580 (0.7713)  loss_vfl_aux_1: 0.7241 (0.7224)  loss_vfl_aux_2: 0.6871 (0.6927)  loss_vfl_aux_3: 0.6591 (0.6800)  loss_vfl_aux_4: 0.6540 (0.6712)  loss_vfl_aux_5: 0.7530 (0.7556)  loss_vfl_dn_0: 0.4430 (0.4496)  loss_vfl_dn_1: 0.3791 (0.3838)  loss_vfl_dn_2: 0.3651 (0.3681)  loss_vfl_dn_3: 0.3601 (0.3609)  loss_vfl_dn_4: 0.3569 (0.3581)  loss_vfl_dn_5: 0.3556 (0.3574)  time: 0.4852  data: 0.0139  max mem: 5654
Epoch: [49]  [1800/7393]  eta: 0:45:22  lr: 0.000010  loss: 15.3188 (15.6543)  loss_bbox: 0.1457 (0.1528)  loss_bbox_aux_0: 0.1625 (0.1648)  loss_bbox_aux_1: 0.1617 (0.1575)  loss_bbox_aux_2: 0.1506 (0.1552)  loss_bbox_aux_3: 0.1424 (0.1532)  loss_bbox_aux_4: 0.1520 (0.1528)  loss_bbox_aux_5: 0.1985 (0.2013)  loss_bbox_dn_0: 0.2356 (0.2653)  loss_bbox_dn_1: 0.1733 (0.1948)  loss_bbox_dn_2: 0.1537 (0.1742)  loss_bbox_dn_3: 0.1488 (0.1682)  loss_bbox_dn_4: 0.1474 (0.1668)  loss_bbox_dn_5: 0.1474 (0.1668)  loss_giou: 0.4485 (0.4674)  loss_giou_aux_0: 0.4693 (0.4912)  loss_giou_aux_1: 0.4494 (0.4779)  loss_giou_aux_2: 0.4478 (0.4725)  loss_giou_aux_3: 0.4486 (0.4686)  loss_giou_aux_4: 0.4511 (0.4675)  loss_giou_aux_5: 0.5274 (0.5543)  loss_giou_dn_0: 0.5659 (0.5716)  loss_giou_dn_1: 0.4585 (0.4638)  loss_giou_dn_2: 0.4278 (0.4335)  loss_giou_dn_3: 0.4188 (0.4252)  loss_giou_dn_4: 0.4141 (0.4232)  loss_giou_dn_5: 0.4142 (0.4234)  loss_vfl: 0.6651 (0.6673)  loss_vfl_aux_0: 0.7561 (0.7710)  loss_vfl_aux_1: 0.7208 (0.7228)  loss_vfl_aux_2: 0.6849 (0.6931)  loss_vfl_aux_3: 0.6649 (0.6801)  loss_vfl_aux_4: 0.6666 (0.6716)  loss_vfl_aux_5: 0.7384 (0.7554)  loss_vfl_dn_0: 0.4519 (0.4498)  loss_vfl_dn_1: 0.3859 (0.3840)  loss_vfl_dn_2: 0.3716 (0.3683)  loss_vfl_dn_3: 0.3629 (0.3611)  loss_vfl_dn_4: 0.3611 (0.3583)  loss_vfl_dn_5: 0.3609 (0.3577)  time: 0.4794  data: 0.0136  max mem: 5654
Epoch: [49]  [1900/7393]  eta: 0:44:31  lr: 0.000010  loss: 15.8571 (15.6516)  loss_bbox: 0.1482 (0.1527)  loss_bbox_aux_0: 0.1618 (0.1649)  loss_bbox_aux_1: 0.1565 (0.1576)  loss_bbox_aux_2: 0.1503 (0.1552)  loss_bbox_aux_3: 0.1448 (0.1532)  loss_bbox_aux_4: 0.1459 (0.1527)  loss_bbox_aux_5: 0.2000 (0.2014)  loss_bbox_dn_0: 0.2477 (0.2655)  loss_bbox_dn_1: 0.1851 (0.1948)  loss_bbox_dn_2: 0.1690 (0.1741)  loss_bbox_dn_3: 0.1627 (0.1682)  loss_bbox_dn_4: 0.1610 (0.1668)  loss_bbox_dn_5: 0.1610 (0.1668)  loss_giou: 0.4471 (0.4668)  loss_giou_aux_0: 0.4913 (0.4907)  loss_giou_aux_1: 0.4607 (0.4773)  loss_giou_aux_2: 0.4521 (0.4718)  loss_giou_aux_3: 0.4472 (0.4679)  loss_giou_aux_4: 0.4451 (0.4669)  loss_giou_aux_5: 0.5439 (0.5538)  loss_giou_dn_0: 0.5648 (0.5713)  loss_giou_dn_1: 0.4706 (0.4635)  loss_giou_dn_2: 0.4376 (0.4332)  loss_giou_dn_3: 0.4257 (0.4249)  loss_giou_dn_4: 0.4219 (0.4229)  loss_giou_dn_5: 0.4221 (0.4231)  loss_vfl: 0.6681 (0.6678)  loss_vfl_aux_0: 0.7475 (0.7714)  loss_vfl_aux_1: 0.6953 (0.7233)  loss_vfl_aux_2: 0.6864 (0.6936)  loss_vfl_aux_3: 0.6791 (0.6804)  loss_vfl_aux_4: 0.6654 (0.6720)  loss_vfl_aux_5: 0.7477 (0.7557)  loss_vfl_dn_0: 0.4494 (0.4500)  loss_vfl_dn_1: 0.3855 (0.3840)  loss_vfl_dn_2: 0.3683 (0.3683)  loss_vfl_dn_3: 0.3602 (0.3611)  loss_vfl_dn_4: 0.3548 (0.3584)  loss_vfl_dn_5: 0.3537 (0.3577)  time: 0.4890  data: 0.0139  max mem: 5654
Epoch: [49]  [2000/7393]  eta: 0:43:42  lr: 0.000010  loss: 14.7031 (15.6510)  loss_bbox: 0.1462 (0.1526)  loss_bbox_aux_0: 0.1588 (0.1649)  loss_bbox_aux_1: 0.1481 (0.1575)  loss_bbox_aux_2: 0.1456 (0.1551)  loss_bbox_aux_3: 0.1475 (0.1531)  loss_bbox_aux_4: 0.1462 (0.1527)  loss_bbox_aux_5: 0.1933 (0.2014)  loss_bbox_dn_0: 0.2709 (0.2652)  loss_bbox_dn_1: 0.1858 (0.1946)  loss_bbox_dn_2: 0.1652 (0.1739)  loss_bbox_dn_3: 0.1600 (0.1680)  loss_bbox_dn_4: 0.1572 (0.1666)  loss_bbox_dn_5: 0.1572 (0.1666)  loss_giou: 0.3796 (0.4671)  loss_giou_aux_0: 0.4256 (0.4910)  loss_giou_aux_1: 0.3841 (0.4775)  loss_giou_aux_2: 0.3912 (0.4721)  loss_giou_aux_3: 0.3953 (0.4682)  loss_giou_aux_4: 0.3919 (0.4672)  loss_giou_aux_5: 0.5304 (0.5544)  loss_giou_dn_0: 0.5123 (0.5712)  loss_giou_dn_1: 0.3999 (0.4635)  loss_giou_dn_2: 0.3741 (0.4332)  loss_giou_dn_3: 0.3700 (0.4249)  loss_giou_dn_4: 0.3682 (0.4229)  loss_giou_dn_5: 0.3684 (0.4231)  loss_vfl: 0.6631 (0.6678)  loss_vfl_aux_0: 0.7392 (0.7710)  loss_vfl_aux_1: 0.7338 (0.7233)  loss_vfl_aux_2: 0.6903 (0.6936)  loss_vfl_aux_3: 0.6605 (0.6804)  loss_vfl_aux_4: 0.6620 (0.6719)  loss_vfl_aux_5: 0.7099 (0.7554)  loss_vfl_dn_0: 0.4432 (0.4499)  loss_vfl_dn_1: 0.3740 (0.3840)  loss_vfl_dn_2: 0.3559 (0.3682)  loss_vfl_dn_3: 0.3490 (0.3611)  loss_vfl_dn_4: 0.3490 (0.3583)  loss_vfl_dn_5: 0.3481 (0.3577)  time: 0.4782  data: 0.0140  max mem: 5654
Epoch: [49]  [2100/7393]  eta: 0:42:53  lr: 0.000010  loss: 15.6381 (15.6600)  loss_bbox: 0.1653 (0.1528)  loss_bbox_aux_0: 0.1740 (0.1651)  loss_bbox_aux_1: 0.1695 (0.1578)  loss_bbox_aux_2: 0.1719 (0.1552)  loss_bbox_aux_3: 0.1616 (0.1533)  loss_bbox_aux_4: 0.1621 (0.1529)  loss_bbox_aux_5: 0.2119 (0.2014)  loss_bbox_dn_0: 0.2786 (0.2655)  loss_bbox_dn_1: 0.1995 (0.1949)  loss_bbox_dn_2: 0.1743 (0.1742)  loss_bbox_dn_3: 0.1699 (0.1683)  loss_bbox_dn_4: 0.1673 (0.1669)  loss_bbox_dn_5: 0.1672 (0.1669)  loss_giou: 0.4307 (0.4678)  loss_giou_aux_0: 0.4602 (0.4917)  loss_giou_aux_1: 0.4502 (0.4783)  loss_giou_aux_2: 0.4450 (0.4729)  loss_giou_aux_3: 0.4423 (0.4690)  loss_giou_aux_4: 0.4395 (0.4680)  loss_giou_aux_5: 0.5201 (0.5551)  loss_giou_dn_0: 0.5436 (0.5718)  loss_giou_dn_1: 0.4467 (0.4641)  loss_giou_dn_2: 0.4154 (0.4338)  loss_giou_dn_3: 0.4087 (0.4255)  loss_giou_dn_4: 0.4101 (0.4235)  loss_giou_dn_5: 0.4102 (0.4237)  loss_vfl: 0.6497 (0.6675)  loss_vfl_aux_0: 0.7640 (0.7704)  loss_vfl_aux_1: 0.6992 (0.7226)  loss_vfl_aux_2: 0.6774 (0.6931)  loss_vfl_aux_3: 0.6584 (0.6801)  loss_vfl_aux_4: 0.6563 (0.6716)  loss_vfl_aux_5: 0.7451 (0.7550)  loss_vfl_dn_0: 0.4505 (0.4499)  loss_vfl_dn_1: 0.3784 (0.3841)  loss_vfl_dn_2: 0.3626 (0.3683)  loss_vfl_dn_3: 0.3551 (0.3611)  loss_vfl_dn_4: 0.3518 (0.3584)  loss_vfl_dn_5: 0.3512 (0.3577)  time: 0.4756  data: 0.0140  max mem: 5654
Epoch: [49]  [2200/7393]  eta: 0:42:02  lr: 0.000010  loss: 15.4596 (15.6493)  loss_bbox: 0.1321 (0.1524)  loss_bbox_aux_0: 0.1476 (0.1647)  loss_bbox_aux_1: 0.1381 (0.1574)  loss_bbox_aux_2: 0.1302 (0.1548)  loss_bbox_aux_3: 0.1310 (0.1529)  loss_bbox_aux_4: 0.1316 (0.1525)  loss_bbox_aux_5: 0.1906 (0.2011)  loss_bbox_dn_0: 0.2640 (0.2651)  loss_bbox_dn_1: 0.1750 (0.1944)  loss_bbox_dn_2: 0.1587 (0.1737)  loss_bbox_dn_3: 0.1537 (0.1678)  loss_bbox_dn_4: 0.1511 (0.1664)  loss_bbox_dn_5: 0.1511 (0.1665)  loss_giou: 0.4384 (0.4675)  loss_giou_aux_0: 0.4738 (0.4916)  loss_giou_aux_1: 0.4477 (0.4781)  loss_giou_aux_2: 0.4432 (0.4726)  loss_giou_aux_3: 0.4383 (0.4687)  loss_giou_aux_4: 0.4398 (0.4678)  loss_giou_aux_5: 0.5199 (0.5550)  loss_giou_dn_0: 0.5699 (0.5718)  loss_giou_dn_1: 0.4641 (0.4640)  loss_giou_dn_2: 0.4271 (0.4337)  loss_giou_dn_3: 0.4158 (0.4254)  loss_giou_dn_4: 0.4125 (0.4234)  loss_giou_dn_5: 0.4124 (0.4236)  loss_vfl: 0.6364 (0.6672)  loss_vfl_aux_0: 0.7652 (0.7697)  loss_vfl_aux_1: 0.6996 (0.7219)  loss_vfl_aux_2: 0.6687 (0.6928)  loss_vfl_aux_3: 0.6582 (0.6798)  loss_vfl_aux_4: 0.6338 (0.6712)  loss_vfl_aux_5: 0.7260 (0.7544)  loss_vfl_dn_0: 0.4515 (0.4498)  loss_vfl_dn_1: 0.3846 (0.3840)  loss_vfl_dn_2: 0.3683 (0.3683)  loss_vfl_dn_3: 0.3634 (0.3611)  loss_vfl_dn_4: 0.3602 (0.3583)  loss_vfl_dn_5: 0.3592 (0.3577)  time: 0.4761  data: 0.0140  max mem: 5654
Epoch: [49]  [2300/7393]  eta: 0:41:13  lr: 0.000010  loss: 15.5228 (15.6493)  loss_bbox: 0.1385 (0.1524)  loss_bbox_aux_0: 0.1575 (0.1647)  loss_bbox_aux_1: 0.1513 (0.1575)  loss_bbox_aux_2: 0.1459 (0.1548)  loss_bbox_aux_3: 0.1443 (0.1529)  loss_bbox_aux_4: 0.1395 (0.1525)  loss_bbox_aux_5: 0.1953 (0.2011)  loss_bbox_dn_0: 0.2314 (0.2652)  loss_bbox_dn_1: 0.1735 (0.1946)  loss_bbox_dn_2: 0.1566 (0.1739)  loss_bbox_dn_3: 0.1521 (0.1680)  loss_bbox_dn_4: 0.1513 (0.1666)  loss_bbox_dn_5: 0.1514 (0.1666)  loss_giou: 0.4811 (0.4677)  loss_giou_aux_0: 0.5064 (0.4916)  loss_giou_aux_1: 0.4916 (0.4782)  loss_giou_aux_2: 0.4864 (0.4726)  loss_giou_aux_3: 0.4805 (0.4688)  loss_giou_aux_4: 0.4877 (0.4679)  loss_giou_aux_5: 0.5573 (0.5550)  loss_giou_dn_0: 0.5806 (0.5717)  loss_giou_dn_1: 0.4879 (0.4640)  loss_giou_dn_2: 0.4554 (0.4336)  loss_giou_dn_3: 0.4388 (0.4254)  loss_giou_dn_4: 0.4349 (0.4234)  loss_giou_dn_5: 0.4350 (0.4236)  loss_vfl: 0.6308 (0.6672)  loss_vfl_aux_0: 0.7595 (0.7695)  loss_vfl_aux_1: 0.6957 (0.7217)  loss_vfl_aux_2: 0.6645 (0.6928)  loss_vfl_aux_3: 0.6513 (0.6797)  loss_vfl_aux_4: 0.6303 (0.6711)  loss_vfl_aux_5: 0.7333 (0.7543)  loss_vfl_dn_0: 0.4446 (0.4498)  loss_vfl_dn_1: 0.3834 (0.3840)  loss_vfl_dn_2: 0.3673 (0.3682)  loss_vfl_dn_3: 0.3596 (0.3610)  loss_vfl_dn_4: 0.3572 (0.3583)  loss_vfl_dn_5: 0.3569 (0.3577)  time: 0.4749  data: 0.0142  max mem: 5654
Epoch: [49]  [2400/7393]  eta: 0:40:21  lr: 0.000010  loss: 15.0427 (15.6427)  loss_bbox: 0.1331 (0.1521)  loss_bbox_aux_0: 0.1409 (0.1645)  loss_bbox_aux_1: 0.1373 (0.1572)  loss_bbox_aux_2: 0.1307 (0.1545)  loss_bbox_aux_3: 0.1313 (0.1526)  loss_bbox_aux_4: 0.1325 (0.1522)  loss_bbox_aux_5: 0.1717 (0.2007)  loss_bbox_dn_0: 0.2269 (0.2647)  loss_bbox_dn_1: 0.1684 (0.1943)  loss_bbox_dn_2: 0.1470 (0.1736)  loss_bbox_dn_3: 0.1425 (0.1677)  loss_bbox_dn_4: 0.1420 (0.1663)  loss_bbox_dn_5: 0.1421 (0.1663)  loss_giou: 0.4538 (0.4675)  loss_giou_aux_0: 0.4799 (0.4915)  loss_giou_aux_1: 0.4636 (0.4781)  loss_giou_aux_2: 0.4547 (0.4725)  loss_giou_aux_3: 0.4615 (0.4686)  loss_giou_aux_4: 0.4531 (0.4677)  loss_giou_aux_5: 0.5363 (0.5550)  loss_giou_dn_0: 0.5695 (0.5716)  loss_giou_dn_1: 0.4649 (0.4639)  loss_giou_dn_2: 0.4357 (0.4336)  loss_giou_dn_3: 0.4289 (0.4253)  loss_giou_dn_4: 0.4271 (0.4233)  loss_giou_dn_5: 0.4271 (0.4235)  loss_vfl: 0.6469 (0.6671)  loss_vfl_aux_0: 0.7377 (0.7693)  loss_vfl_aux_1: 0.6958 (0.7216)  loss_vfl_aux_2: 0.6757 (0.6926)  loss_vfl_aux_3: 0.6512 (0.6796)  loss_vfl_aux_4: 0.6492 (0.6710)  loss_vfl_aux_5: 0.7076 (0.7539)  loss_vfl_dn_0: 0.4448 (0.4498)  loss_vfl_dn_1: 0.3800 (0.3839)  loss_vfl_dn_2: 0.3647 (0.3682)  loss_vfl_dn_3: 0.3574 (0.3610)  loss_vfl_dn_4: 0.3549 (0.3583)  loss_vfl_dn_5: 0.3547 (0.3576)  time: 0.4669  data: 0.0139  max mem: 5654
Epoch: [49]  [2500/7393]  eta: 0:39:33  lr: 0.000010  loss: 15.7591 (15.6450)  loss_bbox: 0.1557 (0.1522)  loss_bbox_aux_0: 0.1767 (0.1645)  loss_bbox_aux_1: 0.1563 (0.1572)  loss_bbox_aux_2: 0.1611 (0.1545)  loss_bbox_aux_3: 0.1596 (0.1526)  loss_bbox_aux_4: 0.1601 (0.1523)  loss_bbox_aux_5: 0.2057 (0.2008)  loss_bbox_dn_0: 0.2565 (0.2649)  loss_bbox_dn_1: 0.2008 (0.1944)  loss_bbox_dn_2: 0.1814 (0.1737)  loss_bbox_dn_3: 0.1791 (0.1678)  loss_bbox_dn_4: 0.1796 (0.1664)  loss_bbox_dn_5: 0.1797 (0.1664)  loss_giou: 0.4092 (0.4675)  loss_giou_aux_0: 0.4571 (0.4914)  loss_giou_aux_1: 0.4456 (0.4780)  loss_giou_aux_2: 0.4267 (0.4724)  loss_giou_aux_3: 0.4097 (0.4685)  loss_giou_aux_4: 0.4098 (0.4677)  loss_giou_aux_5: 0.5133 (0.5551)  loss_giou_dn_0: 0.5685 (0.5716)  loss_giou_dn_1: 0.4570 (0.4639)  loss_giou_dn_2: 0.4236 (0.4336)  loss_giou_dn_3: 0.4159 (0.4253)  loss_giou_dn_4: 0.4138 (0.4233)  loss_giou_dn_5: 0.4141 (0.4235)  loss_vfl: 0.6673 (0.6672)  loss_vfl_aux_0: 0.7684 (0.7695)  loss_vfl_aux_1: 0.7087 (0.7218)  loss_vfl_aux_2: 0.6813 (0.6928)  loss_vfl_aux_3: 0.6776 (0.6797)  loss_vfl_aux_4: 0.6675 (0.6710)  loss_vfl_aux_5: 0.7298 (0.7542)  loss_vfl_dn_0: 0.4476 (0.4498)  loss_vfl_dn_1: 0.3870 (0.3839)  loss_vfl_dn_2: 0.3710 (0.3682)  loss_vfl_dn_3: 0.3609 (0.3610)  loss_vfl_dn_4: 0.3594 (0.3583)  loss_vfl_dn_5: 0.3573 (0.3577)  time: 0.4863  data: 0.0144  max mem: 5654
Epoch: [49]  [2600/7393]  eta: 0:38:44  lr: 0.000010  loss: 15.7450 (15.6400)  loss_bbox: 0.1513 (0.1521)  loss_bbox_aux_0: 0.1672 (0.1644)  loss_bbox_aux_1: 0.1634 (0.1572)  loss_bbox_aux_2: 0.1581 (0.1545)  loss_bbox_aux_3: 0.1493 (0.1526)  loss_bbox_aux_4: 0.1484 (0.1522)  loss_bbox_aux_5: 0.2121 (0.2008)  loss_bbox_dn_0: 0.2640 (0.2647)  loss_bbox_dn_1: 0.1948 (0.1943)  loss_bbox_dn_2: 0.1708 (0.1736)  loss_bbox_dn_3: 0.1661 (0.1676)  loss_bbox_dn_4: 0.1631 (0.1663)  loss_bbox_dn_5: 0.1631 (0.1663)  loss_giou: 0.4212 (0.4673)  loss_giou_aux_0: 0.4314 (0.4913)  loss_giou_aux_1: 0.4270 (0.4778)  loss_giou_aux_2: 0.4267 (0.4723)  loss_giou_aux_3: 0.4213 (0.4683)  loss_giou_aux_4: 0.4283 (0.4675)  loss_giou_aux_5: 0.5006 (0.5549)  loss_giou_dn_0: 0.5425 (0.5712)  loss_giou_dn_1: 0.4332 (0.4637)  loss_giou_dn_2: 0.4028 (0.4333)  loss_giou_dn_3: 0.3968 (0.4250)  loss_giou_dn_4: 0.3907 (0.4231)  loss_giou_dn_5: 0.3908 (0.4233)  loss_vfl: 0.6620 (0.6671)  loss_vfl_aux_0: 0.7633 (0.7693)  loss_vfl_aux_1: 0.7228 (0.7218)  loss_vfl_aux_2: 0.7036 (0.6926)  loss_vfl_aux_3: 0.6695 (0.6797)  loss_vfl_aux_4: 0.6664 (0.6709)  loss_vfl_aux_5: 0.7644 (0.7543)  loss_vfl_dn_0: 0.4516 (0.4498)  loss_vfl_dn_1: 0.3793 (0.3839)  loss_vfl_dn_2: 0.3671 (0.3682)  loss_vfl_dn_3: 0.3625 (0.3610)  loss_vfl_dn_4: 0.3609 (0.3583)  loss_vfl_dn_5: 0.3592 (0.3576)  time: 0.4827  data: 0.0140  max mem: 5654
Epoch: [49]  [2700/7393]  eta: 0:37:55  lr: 0.000010  loss: 15.4095 (15.6441)  loss_bbox: 0.1379 (0.1521)  loss_bbox_aux_0: 0.1570 (0.1643)  loss_bbox_aux_1: 0.1513 (0.1571)  loss_bbox_aux_2: 0.1446 (0.1545)  loss_bbox_aux_3: 0.1398 (0.1524)  loss_bbox_aux_4: 0.1379 (0.1521)  loss_bbox_aux_5: 0.1982 (0.2006)  loss_bbox_dn_0: 0.2484 (0.2645)  loss_bbox_dn_1: 0.1715 (0.1941)  loss_bbox_dn_2: 0.1513 (0.1735)  loss_bbox_dn_3: 0.1471 (0.1675)  loss_bbox_dn_4: 0.1459 (0.1661)  loss_bbox_dn_5: 0.1460 (0.1662)  loss_giou: 0.4562 (0.4676)  loss_giou_aux_0: 0.4893 (0.4916)  loss_giou_aux_1: 0.4766 (0.4781)  loss_giou_aux_2: 0.4626 (0.4726)  loss_giou_aux_3: 0.4549 (0.4686)  loss_giou_aux_4: 0.4560 (0.4678)  loss_giou_aux_5: 0.5607 (0.5552)  loss_giou_dn_0: 0.5669 (0.5716)  loss_giou_dn_1: 0.4693 (0.4641)  loss_giou_dn_2: 0.4390 (0.4338)  loss_giou_dn_3: 0.4322 (0.4255)  loss_giou_dn_4: 0.4276 (0.4235)  loss_giou_dn_5: 0.4275 (0.4237)  loss_vfl: 0.6502 (0.6672)  loss_vfl_aux_0: 0.7666 (0.7692)  loss_vfl_aux_1: 0.7143 (0.7217)  loss_vfl_aux_2: 0.6772 (0.6926)  loss_vfl_aux_3: 0.6790 (0.6798)  loss_vfl_aux_4: 0.6556 (0.6711)  loss_vfl_aux_5: 0.7374 (0.7540)  loss_vfl_dn_0: 0.4447 (0.4499)  loss_vfl_dn_1: 0.3865 (0.3841)  loss_vfl_dn_2: 0.3709 (0.3684)  loss_vfl_dn_3: 0.3598 (0.3611)  loss_vfl_dn_4: 0.3568 (0.3584)  loss_vfl_dn_5: 0.3547 (0.3578)  time: 0.4909  data: 0.0141  max mem: 5654
Epoch: [49]  [2800/7393]  eta: 0:37:18  lr: 0.000010  loss: 15.6629 (15.6411)  loss_bbox: 0.1335 (0.1518)  loss_bbox_aux_0: 0.1516 (0.1640)  loss_bbox_aux_1: 0.1425 (0.1568)  loss_bbox_aux_2: 0.1387 (0.1542)  loss_bbox_aux_3: 0.1386 (0.1522)  loss_bbox_aux_4: 0.1330 (0.1518)  loss_bbox_aux_5: 0.1897 (0.2003)  loss_bbox_dn_0: 0.2458 (0.2639)  loss_bbox_dn_1: 0.1719 (0.1937)  loss_bbox_dn_2: 0.1509 (0.1731)  loss_bbox_dn_3: 0.1478 (0.1672)  loss_bbox_dn_4: 0.1453 (0.1658)  loss_bbox_dn_5: 0.1456 (0.1658)  loss_giou: 0.4525 (0.4678)  loss_giou_aux_0: 0.4800 (0.4917)  loss_giou_aux_1: 0.4657 (0.4783)  loss_giou_aux_2: 0.4669 (0.4727)  loss_giou_aux_3: 0.4616 (0.4688)  loss_giou_aux_4: 0.4565 (0.4680)  loss_giou_aux_5: 0.5334 (0.5554)  loss_giou_dn_0: 0.5642 (0.5717)  loss_giou_dn_1: 0.4627 (0.4642)  loss_giou_dn_2: 0.4373 (0.4339)  loss_giou_dn_3: 0.4245 (0.4256)  loss_giou_dn_4: 0.4211 (0.4236)  loss_giou_dn_5: 0.4210 (0.4238)  loss_vfl: 0.6751 (0.6672)  loss_vfl_aux_0: 0.7510 (0.7690)  loss_vfl_aux_1: 0.7133 (0.7216)  loss_vfl_aux_2: 0.6982 (0.6927)  loss_vfl_aux_3: 0.6863 (0.6797)  loss_vfl_aux_4: 0.6759 (0.6711)  loss_vfl_aux_5: 0.7496 (0.7538)  loss_vfl_dn_0: 0.4561 (0.4500)  loss_vfl_dn_1: 0.3930 (0.3841)  loss_vfl_dn_2: 0.3796 (0.3684)  loss_vfl_dn_3: 0.3713 (0.3612)  loss_vfl_dn_4: 0.3666 (0.3585)  loss_vfl_dn_5: 0.3636 (0.3579)  time: 0.4852  data: 0.0139  max mem: 5654
Epoch: [49]  [2900/7393]  eta: 0:36:39  lr: 0.000010  loss: 15.8732 (15.6474)  loss_bbox: 0.1486 (0.1517)  loss_bbox_aux_0: 0.1578 (0.1639)  loss_bbox_aux_1: 0.1612 (0.1568)  loss_bbox_aux_2: 0.1553 (0.1542)  loss_bbox_aux_3: 0.1525 (0.1522)  loss_bbox_aux_4: 0.1486 (0.1518)  loss_bbox_aux_5: 0.1861 (0.2002)  loss_bbox_dn_0: 0.2335 (0.2637)  loss_bbox_dn_1: 0.1714 (0.1935)  loss_bbox_dn_2: 0.1464 (0.1730)  loss_bbox_dn_3: 0.1425 (0.1671)  loss_bbox_dn_4: 0.1416 (0.1657)  loss_bbox_dn_5: 0.1416 (0.1657)  loss_giou: 0.4599 (0.4682)  loss_giou_aux_0: 0.5018 (0.4921)  loss_giou_aux_1: 0.4906 (0.4787)  loss_giou_aux_2: 0.4786 (0.4732)  loss_giou_aux_3: 0.4732 (0.4693)  loss_giou_aux_4: 0.4635 (0.4685)  loss_giou_aux_5: 0.5755 (0.5560)  loss_giou_dn_0: 0.5713 (0.5719)  loss_giou_dn_1: 0.4611 (0.4644)  loss_giou_dn_2: 0.4334 (0.4341)  loss_giou_dn_3: 0.4261 (0.4258)  loss_giou_dn_4: 0.4261 (0.4238)  loss_giou_dn_5: 0.4261 (0.4240)  loss_vfl: 0.6526 (0.6675)  loss_vfl_aux_0: 0.7766 (0.7695)  loss_vfl_aux_1: 0.7152 (0.7219)  loss_vfl_aux_2: 0.6834 (0.6929)  loss_vfl_aux_3: 0.6541 (0.6798)  loss_vfl_aux_4: 0.6509 (0.6714)  loss_vfl_aux_5: 0.7420 (0.7540)  loss_vfl_dn_0: 0.4537 (0.4501)  loss_vfl_dn_1: 0.3885 (0.3842)  loss_vfl_dn_2: 0.3716 (0.3685)  loss_vfl_dn_3: 0.3658 (0.3613)  loss_vfl_dn_4: 0.3622 (0.3586)  loss_vfl_dn_5: 0.3630 (0.3579)  time: 0.4754  data: 0.0136  max mem: 5654
Epoch: [49]  [3000/7393]  eta: 0:35:49  lr: 0.000010  loss: 15.8660 (15.6459)  loss_bbox: 0.1418 (0.1518)  loss_bbox_aux_0: 0.1542 (0.1639)  loss_bbox_aux_1: 0.1454 (0.1569)  loss_bbox_aux_2: 0.1436 (0.1542)  loss_bbox_aux_3: 0.1402 (0.1522)  loss_bbox_aux_4: 0.1429 (0.1518)  loss_bbox_aux_5: 0.1933 (0.2003)  loss_bbox_dn_0: 0.2516 (0.2636)  loss_bbox_dn_1: 0.1813 (0.1935)  loss_bbox_dn_2: 0.1637 (0.1729)  loss_bbox_dn_3: 0.1562 (0.1670)  loss_bbox_dn_4: 0.1532 (0.1656)  loss_bbox_dn_5: 0.1532 (0.1656)  loss_giou: 0.5115 (0.4681)  loss_giou_aux_0: 0.5229 (0.4919)  loss_giou_aux_1: 0.5194 (0.4786)  loss_giou_aux_2: 0.5185 (0.4730)  loss_giou_aux_3: 0.5175 (0.4692)  loss_giou_aux_4: 0.5118 (0.4683)  loss_giou_aux_5: 0.5796 (0.5559)  loss_giou_dn_0: 0.5952 (0.5718)  loss_giou_dn_1: 0.4835 (0.4643)  loss_giou_dn_2: 0.4541 (0.4339)  loss_giou_dn_3: 0.4426 (0.4257)  loss_giou_dn_4: 0.4423 (0.4237)  loss_giou_dn_5: 0.4424 (0.4239)  loss_vfl: 0.6657 (0.6675)  loss_vfl_aux_0: 0.7396 (0.7698)  loss_vfl_aux_1: 0.7242 (0.7221)  loss_vfl_aux_2: 0.6929 (0.6930)  loss_vfl_aux_3: 0.6680 (0.6797)  loss_vfl_aux_4: 0.6717 (0.6715)  loss_vfl_aux_5: 0.7359 (0.7543)  loss_vfl_dn_0: 0.4480 (0.4501)  loss_vfl_dn_1: 0.3870 (0.3842)  loss_vfl_dn_2: 0.3600 (0.3685)  loss_vfl_dn_3: 0.3550 (0.3613)  loss_vfl_dn_4: 0.3536 (0.3586)  loss_vfl_dn_5: 0.3531 (0.3579)  time: 0.4885  data: 0.0137  max mem: 5654
Epoch: [49]  [3100/7393]  eta: 0:34:59  lr: 0.000010  loss: 15.6936 (15.6484)  loss_bbox: 0.1453 (0.1519)  loss_bbox_aux_0: 0.1675 (0.1640)  loss_bbox_aux_1: 0.1555 (0.1569)  loss_bbox_aux_2: 0.1461 (0.1543)  loss_bbox_aux_3: 0.1444 (0.1523)  loss_bbox_aux_4: 0.1432 (0.1519)  loss_bbox_aux_5: 0.2154 (0.2003)  loss_bbox_dn_0: 0.2642 (0.2638)  loss_bbox_dn_1: 0.1919 (0.1936)  loss_bbox_dn_2: 0.1668 (0.1730)  loss_bbox_dn_3: 0.1597 (0.1671)  loss_bbox_dn_4: 0.1565 (0.1657)  loss_bbox_dn_5: 0.1567 (0.1657)  loss_giou: 0.4390 (0.4680)  loss_giou_aux_0: 0.4767 (0.4918)  loss_giou_aux_1: 0.4652 (0.4785)  loss_giou_aux_2: 0.4491 (0.4730)  loss_giou_aux_3: 0.4467 (0.4691)  loss_giou_aux_4: 0.4490 (0.4682)  loss_giou_aux_5: 0.5273 (0.5558)  loss_giou_dn_0: 0.5711 (0.5719)  loss_giou_dn_1: 0.4681 (0.4644)  loss_giou_dn_2: 0.4292 (0.4341)  loss_giou_dn_3: 0.4220 (0.4258)  loss_giou_dn_4: 0.4212 (0.4238)  loss_giou_dn_5: 0.4212 (0.4240)  loss_vfl: 0.6439 (0.6676)  loss_vfl_aux_0: 0.7720 (0.7701)  loss_vfl_aux_1: 0.7068 (0.7223)  loss_vfl_aux_2: 0.6785 (0.6930)  loss_vfl_aux_3: 0.6577 (0.6797)  loss_vfl_aux_4: 0.6511 (0.6716)  loss_vfl_aux_5: 0.7567 (0.7543)  loss_vfl_dn_0: 0.4421 (0.4502)  loss_vfl_dn_1: 0.3896 (0.3843)  loss_vfl_dn_2: 0.3736 (0.3686)  loss_vfl_dn_3: 0.3634 (0.3613)  loss_vfl_dn_4: 0.3569 (0.3587)  loss_vfl_dn_5: 0.3554 (0.3580)  time: 0.4857  data: 0.0149  max mem: 5654
Epoch: [49]  [3200/7393]  eta: 0:34:09  lr: 0.000010  loss: 15.3104 (15.6503)  loss_bbox: 0.1391 (0.1520)  loss_bbox_aux_0: 0.1400 (0.1641)  loss_bbox_aux_1: 0.1462 (0.1570)  loss_bbox_aux_2: 0.1412 (0.1543)  loss_bbox_aux_3: 0.1414 (0.1524)  loss_bbox_aux_4: 0.1418 (0.1520)  loss_bbox_aux_5: 0.1930 (0.2005)  loss_bbox_dn_0: 0.2536 (0.2640)  loss_bbox_dn_1: 0.1770 (0.1937)  loss_bbox_dn_2: 0.1547 (0.1731)  loss_bbox_dn_3: 0.1505 (0.1672)  loss_bbox_dn_4: 0.1502 (0.1658)  loss_bbox_dn_5: 0.1502 (0.1658)  loss_giou: 0.4202 (0.4682)  loss_giou_aux_0: 0.4555 (0.4919)  loss_giou_aux_1: 0.4351 (0.4786)  loss_giou_aux_2: 0.4283 (0.4731)  loss_giou_aux_3: 0.4260 (0.4693)  loss_giou_aux_4: 0.4202 (0.4684)  loss_giou_aux_5: 0.5104 (0.5560)  loss_giou_dn_0: 0.5441 (0.5720)  loss_giou_dn_1: 0.4326 (0.4645)  loss_giou_dn_2: 0.3958 (0.4341)  loss_giou_dn_3: 0.3873 (0.4258)  loss_giou_dn_4: 0.3880 (0.4238)  loss_giou_dn_5: 0.3884 (0.4240)  loss_vfl: 0.6541 (0.6674)  loss_vfl_aux_0: 0.7545 (0.7700)  loss_vfl_aux_1: 0.7322 (0.7225)  loss_vfl_aux_2: 0.6892 (0.6932)  loss_vfl_aux_3: 0.6728 (0.6797)  loss_vfl_aux_4: 0.6644 (0.6714)  loss_vfl_aux_5: 0.7504 (0.7544)  loss_vfl_dn_0: 0.4518 (0.4501)  loss_vfl_dn_1: 0.3847 (0.3842)  loss_vfl_dn_2: 0.3637 (0.3685)  loss_vfl_dn_3: 0.3543 (0.3612)  loss_vfl_dn_4: 0.3519 (0.3586)  loss_vfl_dn_5: 0.3532 (0.3579)  time: 0.4694  data: 0.0143  max mem: 5654
Epoch: [49]  [3300/7393]  eta: 0:33:27  lr: 0.000010  loss: 15.5374 (15.6463)  loss_bbox: 0.1551 (0.1521)  loss_bbox_aux_0: 0.1706 (0.1642)  loss_bbox_aux_1: 0.1585 (0.1571)  loss_bbox_aux_2: 0.1553 (0.1544)  loss_bbox_aux_3: 0.1525 (0.1525)  loss_bbox_aux_4: 0.1559 (0.1521)  loss_bbox_aux_5: 0.2106 (0.2007)  loss_bbox_dn_0: 0.2598 (0.2644)  loss_bbox_dn_1: 0.1960 (0.1940)  loss_bbox_dn_2: 0.1756 (0.1733)  loss_bbox_dn_3: 0.1663 (0.1673)  loss_bbox_dn_4: 0.1647 (0.1660)  loss_bbox_dn_5: 0.1646 (0.1660)  loss_giou: 0.4741 (0.4676)  loss_giou_aux_0: 0.5023 (0.4913)  loss_giou_aux_1: 0.4915 (0.4780)  loss_giou_aux_2: 0.4817 (0.4725)  loss_giou_aux_3: 0.4802 (0.4687)  loss_giou_aux_4: 0.4747 (0.4678)  loss_giou_aux_5: 0.5657 (0.5554)  loss_giou_dn_0: 0.5697 (0.5717)  loss_giou_dn_1: 0.4745 (0.4642)  loss_giou_dn_2: 0.4429 (0.4338)  loss_giou_dn_3: 0.4370 (0.4255)  loss_giou_dn_4: 0.4335 (0.4235)  loss_giou_dn_5: 0.4336 (0.4237)  loss_vfl: 0.6639 (0.6672)  loss_vfl_aux_0: 0.7773 (0.7703)  loss_vfl_aux_1: 0.7356 (0.7227)  loss_vfl_aux_2: 0.7122 (0.6933)  loss_vfl_aux_3: 0.6798 (0.6796)  loss_vfl_aux_4: 0.6814 (0.6712)  loss_vfl_aux_5: 0.7302 (0.7544)  loss_vfl_dn_0: 0.4505 (0.4500)  loss_vfl_dn_1: 0.3825 (0.3840)  loss_vfl_dn_2: 0.3680 (0.3683)  loss_vfl_dn_3: 0.3605 (0.3611)  loss_vfl_dn_4: 0.3574 (0.3584)  loss_vfl_dn_5: 0.3574 (0.3577)  time: 0.4839  data: 0.0139  max mem: 5654
Epoch: [49]  [3400/7393]  eta: 0:32:36  lr: 0.000010  loss: 15.9969 (15.6446)  loss_bbox: 0.1458 (0.1521)  loss_bbox_aux_0: 0.1557 (0.1642)  loss_bbox_aux_1: 0.1468 (0.1571)  loss_bbox_aux_2: 0.1465 (0.1544)  loss_bbox_aux_3: 0.1493 (0.1525)  loss_bbox_aux_4: 0.1448 (0.1521)  loss_bbox_aux_5: 0.1889 (0.2007)  loss_bbox_dn_0: 0.2541 (0.2643)  loss_bbox_dn_1: 0.1746 (0.1939)  loss_bbox_dn_2: 0.1601 (0.1732)  loss_bbox_dn_3: 0.1601 (0.1673)  loss_bbox_dn_4: 0.1575 (0.1659)  loss_bbox_dn_5: 0.1574 (0.1659)  loss_giou: 0.4882 (0.4675)  loss_giou_aux_0: 0.4934 (0.4911)  loss_giou_aux_1: 0.4915 (0.4778)  loss_giou_aux_2: 0.4964 (0.4723)  loss_giou_aux_3: 0.4872 (0.4685)  loss_giou_aux_4: 0.4795 (0.4677)  loss_giou_aux_5: 0.5610 (0.5552)  loss_giou_dn_0: 0.5959 (0.5716)  loss_giou_dn_1: 0.4864 (0.4642)  loss_giou_dn_2: 0.4525 (0.4338)  loss_giou_dn_3: 0.4495 (0.4255)  loss_giou_dn_4: 0.4488 (0.4235)  loss_giou_dn_5: 0.4492 (0.4237)  loss_vfl: 0.6488 (0.6671)  loss_vfl_aux_0: 0.7787 (0.7704)  loss_vfl_aux_1: 0.7562 (0.7230)  loss_vfl_aux_2: 0.6966 (0.6935)  loss_vfl_aux_3: 0.6742 (0.6797)  loss_vfl_aux_4: 0.6592 (0.6711)  loss_vfl_aux_5: 0.7560 (0.7546)  loss_vfl_dn_0: 0.4502 (0.4499)  loss_vfl_dn_1: 0.3873 (0.3840)  loss_vfl_dn_2: 0.3737 (0.3683)  loss_vfl_dn_3: 0.3698 (0.3610)  loss_vfl_dn_4: 0.3669 (0.3584)  loss_vfl_dn_5: 0.3640 (0.3577)  time: 0.4811  data: 0.0135  max mem: 5654
Epoch: [49]  [3500/7393]  eta: 0:31:46  lr: 0.000010  loss: 15.2408 (15.6496)  loss_bbox: 0.1578 (0.1520)  loss_bbox_aux_0: 0.1605 (0.1641)  loss_bbox_aux_1: 0.1648 (0.1569)  loss_bbox_aux_2: 0.1564 (0.1543)  loss_bbox_aux_3: 0.1560 (0.1524)  loss_bbox_aux_4: 0.1553 (0.1520)  loss_bbox_aux_5: 0.2117 (0.2006)  loss_bbox_dn_0: 0.2309 (0.2641)  loss_bbox_dn_1: 0.1768 (0.1938)  loss_bbox_dn_2: 0.1601 (0.1731)  loss_bbox_dn_3: 0.1572 (0.1672)  loss_bbox_dn_4: 0.1572 (0.1658)  loss_bbox_dn_5: 0.1573 (0.1658)  loss_giou: 0.4556 (0.4680)  loss_giou_aux_0: 0.4749 (0.4916)  loss_giou_aux_1: 0.4616 (0.4782)  loss_giou_aux_2: 0.4625 (0.4729)  loss_giou_aux_3: 0.4706 (0.4691)  loss_giou_aux_4: 0.4557 (0.4682)  loss_giou_aux_5: 0.5544 (0.5557)  loss_giou_dn_0: 0.5287 (0.5720)  loss_giou_dn_1: 0.4453 (0.4646)  loss_giou_dn_2: 0.4191 (0.4342)  loss_giou_dn_3: 0.4098 (0.4260)  loss_giou_dn_4: 0.4099 (0.4239)  loss_giou_dn_5: 0.4100 (0.4241)  loss_vfl: 0.6444 (0.6671)  loss_vfl_aux_0: 0.7709 (0.7705)  loss_vfl_aux_1: 0.7145 (0.7232)  loss_vfl_aux_2: 0.6591 (0.6934)  loss_vfl_aux_3: 0.6630 (0.6796)  loss_vfl_aux_4: 0.6419 (0.6711)  loss_vfl_aux_5: 0.7771 (0.7544)  loss_vfl_dn_0: 0.4452 (0.4499)  loss_vfl_dn_1: 0.3749 (0.3840)  loss_vfl_dn_2: 0.3576 (0.3683)  loss_vfl_dn_3: 0.3490 (0.3611)  loss_vfl_dn_4: 0.3468 (0.3584)  loss_vfl_dn_5: 0.3439 (0.3577)  time: 0.4776  data: 0.0137  max mem: 5654
Epoch: [49]  [3600/7393]  eta: 0:30:57  lr: 0.000010  loss: 15.7158 (15.6487)  loss_bbox: 0.1457 (0.1520)  loss_bbox_aux_0: 0.1645 (0.1641)  loss_bbox_aux_1: 0.1508 (0.1568)  loss_bbox_aux_2: 0.1477 (0.1542)  loss_bbox_aux_3: 0.1457 (0.1523)  loss_bbox_aux_4: 0.1417 (0.1519)  loss_bbox_aux_5: 0.2018 (0.2005)  loss_bbox_dn_0: 0.2532 (0.2638)  loss_bbox_dn_1: 0.1714 (0.1937)  loss_bbox_dn_2: 0.1520 (0.1730)  loss_bbox_dn_3: 0.1499 (0.1671)  loss_bbox_dn_4: 0.1511 (0.1657)  loss_bbox_dn_5: 0.1511 (0.1657)  loss_giou: 0.4234 (0.4679)  loss_giou_aux_0: 0.4646 (0.4915)  loss_giou_aux_1: 0.4419 (0.4781)  loss_giou_aux_2: 0.4375 (0.4728)  loss_giou_aux_3: 0.4223 (0.4691)  loss_giou_aux_4: 0.4232 (0.4681)  loss_giou_aux_5: 0.5368 (0.5557)  loss_giou_dn_0: 0.5697 (0.5721)  loss_giou_dn_1: 0.4618 (0.4647)  loss_giou_dn_2: 0.4313 (0.4343)  loss_giou_dn_3: 0.4250 (0.4260)  loss_giou_dn_4: 0.4217 (0.4240)  loss_giou_dn_5: 0.4218 (0.4242)  loss_vfl: 0.6748 (0.6671)  loss_vfl_aux_0: 0.7599 (0.7706)  loss_vfl_aux_1: 0.7572 (0.7235)  loss_vfl_aux_2: 0.6874 (0.6933)  loss_vfl_aux_3: 0.6968 (0.6796)  loss_vfl_aux_4: 0.7032 (0.6712)  loss_vfl_aux_5: 0.7733 (0.7545)  loss_vfl_dn_0: 0.4473 (0.4499)  loss_vfl_dn_1: 0.3831 (0.3841)  loss_vfl_dn_2: 0.3651 (0.3683)  loss_vfl_dn_3: 0.3583 (0.3611)  loss_vfl_dn_4: 0.3562 (0.3584)  loss_vfl_dn_5: 0.3550 (0.3578)  time: 0.4910  data: 0.0143  max mem: 5654
Epoch: [49]  [3700/7393]  eta: 0:30:15  lr: 0.000010  loss: 15.8868 (15.6480)  loss_bbox: 0.1337 (0.1520)  loss_bbox_aux_0: 0.1594 (0.1641)  loss_bbox_aux_1: 0.1541 (0.1568)  loss_bbox_aux_2: 0.1446 (0.1542)  loss_bbox_aux_3: 0.1372 (0.1524)  loss_bbox_aux_4: 0.1337 (0.1519)  loss_bbox_aux_5: 0.2061 (0.2006)  loss_bbox_dn_0: 0.2855 (0.2641)  loss_bbox_dn_1: 0.2066 (0.1939)  loss_bbox_dn_2: 0.1855 (0.1732)  loss_bbox_dn_3: 0.1810 (0.1672)  loss_bbox_dn_4: 0.1801 (0.1658)  loss_bbox_dn_5: 0.1801 (0.1659)  loss_giou: 0.4578 (0.4677)  loss_giou_aux_0: 0.4686 (0.4913)  loss_giou_aux_1: 0.4572 (0.4779)  loss_giou_aux_2: 0.4668 (0.4726)  loss_giou_aux_3: 0.4615 (0.4688)  loss_giou_aux_4: 0.4583 (0.4679)  loss_giou_aux_5: 0.5522 (0.5554)  loss_giou_dn_0: 0.5818 (0.5720)  loss_giou_dn_1: 0.4816 (0.4646)  loss_giou_dn_2: 0.4479 (0.4342)  loss_giou_dn_3: 0.4406 (0.4259)  loss_giou_dn_4: 0.4365 (0.4238)  loss_giou_dn_5: 0.4367 (0.4240)  loss_vfl: 0.7003 (0.6672)  loss_vfl_aux_0: 0.7673 (0.7707)  loss_vfl_aux_1: 0.7392 (0.7236)  loss_vfl_aux_2: 0.7280 (0.6934)  loss_vfl_aux_3: 0.6921 (0.6796)  loss_vfl_aux_4: 0.6992 (0.6713)  loss_vfl_aux_5: 0.7669 (0.7547)  loss_vfl_dn_0: 0.4495 (0.4499)  loss_vfl_dn_1: 0.3770 (0.3841)  loss_vfl_dn_2: 0.3662 (0.3683)  loss_vfl_dn_3: 0.3576 (0.3610)  loss_vfl_dn_4: 0.3556 (0.3584)  loss_vfl_dn_5: 0.3548 (0.3577)  time: 0.5004  data: 0.0140  max mem: 5654
Epoch: [49]  [3800/7393]  eta: 0:29:25  lr: 0.000010  loss: 15.8339 (15.6526)  loss_bbox: 0.1380 (0.1519)  loss_bbox_aux_0: 0.1566 (0.1641)  loss_bbox_aux_1: 0.1417 (0.1567)  loss_bbox_aux_2: 0.1359 (0.1541)  loss_bbox_aux_3: 0.1375 (0.1523)  loss_bbox_aux_4: 0.1369 (0.1519)  loss_bbox_aux_5: 0.1827 (0.2005)  loss_bbox_dn_0: 0.2532 (0.2639)  loss_bbox_dn_1: 0.1842 (0.1937)  loss_bbox_dn_2: 0.1653 (0.1731)  loss_bbox_dn_3: 0.1593 (0.1671)  loss_bbox_dn_4: 0.1576 (0.1657)  loss_bbox_dn_5: 0.1576 (0.1657)  loss_giou: 0.4892 (0.4682)  loss_giou_aux_0: 0.4972 (0.4918)  loss_giou_aux_1: 0.4980 (0.4783)  loss_giou_aux_2: 0.4898 (0.4730)  loss_giou_aux_3: 0.4828 (0.4693)  loss_giou_aux_4: 0.4842 (0.4684)  loss_giou_aux_5: 0.5643 (0.5558)  loss_giou_dn_0: 0.5792 (0.5724)  loss_giou_dn_1: 0.4713 (0.4649)  loss_giou_dn_2: 0.4398 (0.4344)  loss_giou_dn_3: 0.4295 (0.4261)  loss_giou_dn_4: 0.4289 (0.4241)  loss_giou_dn_5: 0.4293 (0.4243)  loss_vfl: 0.6989 (0.6674)  loss_vfl_aux_0: 0.8172 (0.7705)  loss_vfl_aux_1: 0.7633 (0.7238)  loss_vfl_aux_2: 0.7207 (0.6936)  loss_vfl_aux_3: 0.7170 (0.6797)  loss_vfl_aux_4: 0.6945 (0.6714)  loss_vfl_aux_5: 0.7738 (0.7544)  loss_vfl_dn_0: 0.4489 (0.4499)  loss_vfl_dn_1: 0.3872 (0.3841)  loss_vfl_dn_2: 0.3681 (0.3684)  loss_vfl_dn_3: 0.3613 (0.3611)  loss_vfl_dn_4: 0.3573 (0.3584)  loss_vfl_dn_5: 0.3578 (0.3578)  time: 0.4969  data: 0.0138  max mem: 5654
Epoch: [49]  [3900/7393]  eta: 0:28:34  lr: 0.000010  loss: 15.4896 (15.6561)  loss_bbox: 0.1494 (0.1520)  loss_bbox_aux_0: 0.1495 (0.1641)  loss_bbox_aux_1: 0.1469 (0.1567)  loss_bbox_aux_2: 0.1519 (0.1541)  loss_bbox_aux_3: 0.1433 (0.1523)  loss_bbox_aux_4: 0.1452 (0.1519)  loss_bbox_aux_5: 0.1853 (0.2006)  loss_bbox_dn_0: 0.2673 (0.2642)  loss_bbox_dn_1: 0.1996 (0.1940)  loss_bbox_dn_2: 0.1714 (0.1733)  loss_bbox_dn_3: 0.1685 (0.1674)  loss_bbox_dn_4: 0.1680 (0.1660)  loss_bbox_dn_5: 0.1680 (0.1660)  loss_giou: 0.4360 (0.4680)  loss_giou_aux_0: 0.4726 (0.4915)  loss_giou_aux_1: 0.4584 (0.4780)  loss_giou_aux_2: 0.4532 (0.4728)  loss_giou_aux_3: 0.4350 (0.4690)  loss_giou_aux_4: 0.4354 (0.4681)  loss_giou_aux_5: 0.5546 (0.5556)  loss_giou_dn_0: 0.5584 (0.5725)  loss_giou_dn_1: 0.4438 (0.4650)  loss_giou_dn_2: 0.4146 (0.4345)  loss_giou_dn_3: 0.4032 (0.4262)  loss_giou_dn_4: 0.4005 (0.4241)  loss_giou_dn_5: 0.4006 (0.4243)  loss_vfl: 0.6581 (0.6677)  loss_vfl_aux_0: 0.7562 (0.7711)  loss_vfl_aux_1: 0.7319 (0.7244)  loss_vfl_aux_2: 0.6836 (0.6940)  loss_vfl_aux_3: 0.6696 (0.6801)  loss_vfl_aux_4: 0.6597 (0.6718)  loss_vfl_aux_5: 0.7500 (0.7548)  loss_vfl_dn_0: 0.4495 (0.4500)  loss_vfl_dn_1: 0.3817 (0.3841)  loss_vfl_dn_2: 0.3687 (0.3684)  loss_vfl_dn_3: 0.3627 (0.3611)  loss_vfl_dn_4: 0.3587 (0.3584)  loss_vfl_dn_5: 0.3585 (0.3578)  time: 0.4720  data: 0.0141  max mem: 5654
Epoch: [49]  [4000/7393]  eta: 0:27:44  lr: 0.000010  loss: 15.0649 (15.6566)  loss_bbox: 0.1476 (0.1519)  loss_bbox_aux_0: 0.1629 (0.1641)  loss_bbox_aux_1: 0.1556 (0.1567)  loss_bbox_aux_2: 0.1466 (0.1541)  loss_bbox_aux_3: 0.1470 (0.1523)  loss_bbox_aux_4: 0.1455 (0.1519)  loss_bbox_aux_5: 0.2066 (0.2005)  loss_bbox_dn_0: 0.2527 (0.2641)  loss_bbox_dn_1: 0.1861 (0.1939)  loss_bbox_dn_2: 0.1679 (0.1732)  loss_bbox_dn_3: 0.1615 (0.1673)  loss_bbox_dn_4: 0.1586 (0.1659)  loss_bbox_dn_5: 0.1583 (0.1659)  loss_giou: 0.4394 (0.4682)  loss_giou_aux_0: 0.4620 (0.4919)  loss_giou_aux_1: 0.4357 (0.4783)  loss_giou_aux_2: 0.4461 (0.4730)  loss_giou_aux_3: 0.4386 (0.4693)  loss_giou_aux_4: 0.4356 (0.4684)  loss_giou_aux_5: 0.5271 (0.5560)  loss_giou_dn_0: 0.5624 (0.5726)  loss_giou_dn_1: 0.4552 (0.4651)  loss_giou_dn_2: 0.4285 (0.4346)  loss_giou_dn_3: 0.4197 (0.4263)  loss_giou_dn_4: 0.4194 (0.4243)  loss_giou_dn_5: 0.4197 (0.4245)  loss_vfl: 0.6676 (0.6676)  loss_vfl_aux_0: 0.7602 (0.7707)  loss_vfl_aux_1: 0.7196 (0.7241)  loss_vfl_aux_2: 0.6955 (0.6939)  loss_vfl_aux_3: 0.6784 (0.6799)  loss_vfl_aux_4: 0.6670 (0.6716)  loss_vfl_aux_5: 0.7448 (0.7544)  loss_vfl_dn_0: 0.4497 (0.4499)  loss_vfl_dn_1: 0.3798 (0.3842)  loss_vfl_dn_2: 0.3604 (0.3684)  loss_vfl_dn_3: 0.3538 (0.3611)  loss_vfl_dn_4: 0.3520 (0.3585)  loss_vfl_dn_5: 0.3518 (0.3578)  time: 0.4793  data: 0.0140  max mem: 5654
Epoch: [49]  [4100/7393]  eta: 0:26:54  lr: 0.000010  loss: 15.7343 (15.6531)  loss_bbox: 0.1498 (0.1519)  loss_bbox_aux_0: 0.1601 (0.1641)  loss_bbox_aux_1: 0.1491 (0.1567)  loss_bbox_aux_2: 0.1554 (0.1541)  loss_bbox_aux_3: 0.1486 (0.1523)  loss_bbox_aux_4: 0.1540 (0.1519)  loss_bbox_aux_5: 0.1874 (0.2005)  loss_bbox_dn_0: 0.2490 (0.2638)  loss_bbox_dn_1: 0.1816 (0.1936)  loss_bbox_dn_2: 0.1604 (0.1730)  loss_bbox_dn_3: 0.1518 (0.1671)  loss_bbox_dn_4: 0.1489 (0.1657)  loss_bbox_dn_5: 0.1490 (0.1658)  loss_giou: 0.4900 (0.4682)  loss_giou_aux_0: 0.5346 (0.4919)  loss_giou_aux_1: 0.5012 (0.4783)  loss_giou_aux_2: 0.4932 (0.4731)  loss_giou_aux_3: 0.4842 (0.4693)  loss_giou_aux_4: 0.4976 (0.4684)  loss_giou_aux_5: 0.5817 (0.5559)  loss_giou_dn_0: 0.5893 (0.5726)  loss_giou_dn_1: 0.4860 (0.4651)  loss_giou_dn_2: 0.4487 (0.4346)  loss_giou_dn_3: 0.4381 (0.4263)  loss_giou_dn_4: 0.4368 (0.4243)  loss_giou_dn_5: 0.4373 (0.4245)  loss_vfl: 0.6669 (0.6673)  loss_vfl_aux_0: 0.7591 (0.7703)  loss_vfl_aux_1: 0.7221 (0.7239)  loss_vfl_aux_2: 0.6887 (0.6934)  loss_vfl_aux_3: 0.6735 (0.6796)  loss_vfl_aux_4: 0.6677 (0.6713)  loss_vfl_aux_5: 0.7310 (0.7541)  loss_vfl_dn_0: 0.4524 (0.4499)  loss_vfl_dn_1: 0.3894 (0.3842)  loss_vfl_dn_2: 0.3764 (0.3684)  loss_vfl_dn_3: 0.3685 (0.3611)  loss_vfl_dn_4: 0.3671 (0.3585)  loss_vfl_dn_5: 0.3669 (0.3578)  time: 0.4766  data: 0.0142  max mem: 5654
Epoch: [49]  [4200/7393]  eta: 0:26:05  lr: 0.000010  loss: 14.8483 (15.6541)  loss_bbox: 0.1574 (0.1520)  loss_bbox_aux_0: 0.1557 (0.1642)  loss_bbox_aux_1: 0.1518 (0.1567)  loss_bbox_aux_2: 0.1539 (0.1542)  loss_bbox_aux_3: 0.1526 (0.1523)  loss_bbox_aux_4: 0.1528 (0.1519)  loss_bbox_aux_5: 0.1915 (0.2005)  loss_bbox_dn_0: 0.2558 (0.2638)  loss_bbox_dn_1: 0.1877 (0.1936)  loss_bbox_dn_2: 0.1610 (0.1730)  loss_bbox_dn_3: 0.1536 (0.1671)  loss_bbox_dn_4: 0.1519 (0.1657)  loss_bbox_dn_5: 0.1522 (0.1657)  loss_giou: 0.4449 (0.4685)  loss_giou_aux_0: 0.4550 (0.4922)  loss_giou_aux_1: 0.4403 (0.4787)  loss_giou_aux_2: 0.4409 (0.4734)  loss_giou_aux_3: 0.4386 (0.4697)  loss_giou_aux_4: 0.4454 (0.4687)  loss_giou_aux_5: 0.5199 (0.5562)  loss_giou_dn_0: 0.5623 (0.5727)  loss_giou_dn_1: 0.4450 (0.4653)  loss_giou_dn_2: 0.4122 (0.4348)  loss_giou_dn_3: 0.4035 (0.4265)  loss_giou_dn_4: 0.3990 (0.4245)  loss_giou_dn_5: 0.3990 (0.4247)  loss_vfl: 0.6285 (0.6670)  loss_vfl_aux_0: 0.7407 (0.7701)  loss_vfl_aux_1: 0.7015 (0.7236)  loss_vfl_aux_2: 0.6665 (0.6931)  loss_vfl_aux_3: 0.6455 (0.6792)  loss_vfl_aux_4: 0.6326 (0.6710)  loss_vfl_aux_5: 0.7574 (0.7538)  loss_vfl_dn_0: 0.4506 (0.4499)  loss_vfl_dn_1: 0.3825 (0.3841)  loss_vfl_dn_2: 0.3672 (0.3684)  loss_vfl_dn_3: 0.3592 (0.3611)  loss_vfl_dn_4: 0.3592 (0.3585)  loss_vfl_dn_5: 0.3582 (0.3578)  time: 0.4790  data: 0.0138  max mem: 5654
Epoch: [49]  [4300/7393]  eta: 0:25:15  lr: 0.000010  loss: 15.6251 (15.6550)  loss_bbox: 0.1417 (0.1519)  loss_bbox_aux_0: 0.1529 (0.1642)  loss_bbox_aux_1: 0.1460 (0.1567)  loss_bbox_aux_2: 0.1411 (0.1542)  loss_bbox_aux_3: 0.1415 (0.1523)  loss_bbox_aux_4: 0.1409 (0.1519)  loss_bbox_aux_5: 0.1852 (0.2004)  loss_bbox_dn_0: 0.2472 (0.2637)  loss_bbox_dn_1: 0.1756 (0.1936)  loss_bbox_dn_2: 0.1643 (0.1730)  loss_bbox_dn_3: 0.1545 (0.1671)  loss_bbox_dn_4: 0.1517 (0.1657)  loss_bbox_dn_5: 0.1517 (0.1657)  loss_giou: 0.4690 (0.4684)  loss_giou_aux_0: 0.4967 (0.4920)  loss_giou_aux_1: 0.4803 (0.4785)  loss_giou_aux_2: 0.4770 (0.4733)  loss_giou_aux_3: 0.4883 (0.4696)  loss_giou_aux_4: 0.4768 (0.4686)  loss_giou_aux_5: 0.5397 (0.5560)  loss_giou_dn_0: 0.5789 (0.5726)  loss_giou_dn_1: 0.4766 (0.4652)  loss_giou_dn_2: 0.4496 (0.4348)  loss_giou_dn_3: 0.4409 (0.4265)  loss_giou_dn_4: 0.4401 (0.4244)  loss_giou_dn_5: 0.4411 (0.4246)  loss_vfl: 0.6572 (0.6673)  loss_vfl_aux_0: 0.7629 (0.7704)  loss_vfl_aux_1: 0.7336 (0.7241)  loss_vfl_aux_2: 0.6830 (0.6935)  loss_vfl_aux_3: 0.6569 (0.6795)  loss_vfl_aux_4: 0.6606 (0.6713)  loss_vfl_aux_5: 0.7460 (0.7540)  loss_vfl_dn_0: 0.4519 (0.4499)  loss_vfl_dn_1: 0.3836 (0.3842)  loss_vfl_dn_2: 0.3620 (0.3684)  loss_vfl_dn_3: 0.3531 (0.3611)  loss_vfl_dn_4: 0.3506 (0.3585)  loss_vfl_dn_5: 0.3480 (0.3578)  time: 0.4790  data: 0.0148  max mem: 5654
Epoch: [49]  [4400/7393]  eta: 0:24:26  lr: 0.000010  loss: 15.8897 (15.6586)  loss_bbox: 0.1663 (0.1521)  loss_bbox_aux_0: 0.1600 (0.1643)  loss_bbox_aux_1: 0.1592 (0.1569)  loss_bbox_aux_2: 0.1627 (0.1544)  loss_bbox_aux_3: 0.1532 (0.1525)  loss_bbox_aux_4: 0.1588 (0.1521)  loss_bbox_aux_5: 0.2108 (0.2006)  loss_bbox_dn_0: 0.3066 (0.2642)  loss_bbox_dn_1: 0.2242 (0.1940)  loss_bbox_dn_2: 0.2114 (0.1734)  loss_bbox_dn_3: 0.2025 (0.1675)  loss_bbox_dn_4: 0.1958 (0.1661)  loss_bbox_dn_5: 0.1958 (0.1661)  loss_giou: 0.4189 (0.4681)  loss_giou_aux_0: 0.4453 (0.4917)  loss_giou_aux_1: 0.4259 (0.4781)  loss_giou_aux_2: 0.4256 (0.4729)  loss_giou_aux_3: 0.4217 (0.4693)  loss_giou_aux_4: 0.4210 (0.4683)  loss_giou_aux_5: 0.4972 (0.5555)  loss_giou_dn_0: 0.5584 (0.5724)  loss_giou_dn_1: 0.4503 (0.4651)  loss_giou_dn_2: 0.4274 (0.4346)  loss_giou_dn_3: 0.4195 (0.4263)  loss_giou_dn_4: 0.4185 (0.4243)  loss_giou_dn_5: 0.4188 (0.4245)  loss_vfl: 0.6961 (0.6677)  loss_vfl_aux_0: 0.7913 (0.7709)  loss_vfl_aux_1: 0.7604 (0.7247)  loss_vfl_aux_2: 0.7291 (0.6940)  loss_vfl_aux_3: 0.7003 (0.6799)  loss_vfl_aux_4: 0.6912 (0.6717)  loss_vfl_aux_5: 0.7967 (0.7546)  loss_vfl_dn_0: 0.4558 (0.4499)  loss_vfl_dn_1: 0.3853 (0.3842)  loss_vfl_dn_2: 0.3677 (0.3684)  loss_vfl_dn_3: 0.3579 (0.3611)  loss_vfl_dn_4: 0.3545 (0.3584)  loss_vfl_dn_5: 0.3543 (0.3578)  time: 0.4761  data: 0.0139  max mem: 5654
Epoch: [49]  [4500/7393]  eta: 0:23:36  lr: 0.000010  loss: 15.5764 (15.6572)  loss_bbox: 0.1458 (0.1519)  loss_bbox_aux_0: 0.1499 (0.1641)  loss_bbox_aux_1: 0.1400 (0.1567)  loss_bbox_aux_2: 0.1394 (0.1541)  loss_bbox_aux_3: 0.1412 (0.1523)  loss_bbox_aux_4: 0.1472 (0.1519)  loss_bbox_aux_5: 0.1825 (0.2004)  loss_bbox_dn_0: 0.2421 (0.2640)  loss_bbox_dn_1: 0.1687 (0.1938)  loss_bbox_dn_2: 0.1505 (0.1732)  loss_bbox_dn_3: 0.1436 (0.1673)  loss_bbox_dn_4: 0.1411 (0.1659)  loss_bbox_dn_5: 0.1411 (0.1659)  loss_giou: 0.4141 (0.4683)  loss_giou_aux_0: 0.4372 (0.4919)  loss_giou_aux_1: 0.4145 (0.4783)  loss_giou_aux_2: 0.4093 (0.4730)  loss_giou_aux_3: 0.4186 (0.4694)  loss_giou_aux_4: 0.4179 (0.4685)  loss_giou_aux_5: 0.5112 (0.5557)  loss_giou_dn_0: 0.5650 (0.5725)  loss_giou_dn_1: 0.4458 (0.4652)  loss_giou_dn_2: 0.4169 (0.4347)  loss_giou_dn_3: 0.4165 (0.4263)  loss_giou_dn_4: 0.4160 (0.4243)  loss_giou_dn_5: 0.4159 (0.4245)  loss_vfl: 0.6868 (0.6677)  loss_vfl_aux_0: 0.7820 (0.7708)  loss_vfl_aux_1: 0.7427 (0.7247)  loss_vfl_aux_2: 0.7307 (0.6941)  loss_vfl_aux_3: 0.7163 (0.6800)  loss_vfl_aux_4: 0.6881 (0.6716)  loss_vfl_aux_5: 0.7727 (0.7545)  loss_vfl_dn_0: 0.4478 (0.4499)  loss_vfl_dn_1: 0.3797 (0.3841)  loss_vfl_dn_2: 0.3655 (0.3683)  loss_vfl_dn_3: 0.3560 (0.3611)  loss_vfl_dn_4: 0.3537 (0.3584)  loss_vfl_dn_5: 0.3531 (0.3577)  time: 0.4771  data: 0.0141  max mem: 5654
Epoch: [49]  [4600/7393]  eta: 0:22:46  lr: 0.000010  loss: 15.2790 (15.6573)  loss_bbox: 0.1300 (0.1518)  loss_bbox_aux_0: 0.1449 (0.1640)  loss_bbox_aux_1: 0.1489 (0.1565)  loss_bbox_aux_2: 0.1297 (0.1540)  loss_bbox_aux_3: 0.1309 (0.1521)  loss_bbox_aux_4: 0.1294 (0.1517)  loss_bbox_aux_5: 0.1739 (0.2002)  loss_bbox_dn_0: 0.2269 (0.2636)  loss_bbox_dn_1: 0.1670 (0.1935)  loss_bbox_dn_2: 0.1500 (0.1729)  loss_bbox_dn_3: 0.1456 (0.1670)  loss_bbox_dn_4: 0.1432 (0.1657)  loss_bbox_dn_5: 0.1432 (0.1657)  loss_giou: 0.4646 (0.4687)  loss_giou_aux_0: 0.4931 (0.4923)  loss_giou_aux_1: 0.4825 (0.4786)  loss_giou_aux_2: 0.4742 (0.4734)  loss_giou_aux_3: 0.4690 (0.4697)  loss_giou_aux_4: 0.4648 (0.4688)  loss_giou_aux_5: 0.5343 (0.5560)  loss_giou_dn_0: 0.5662 (0.5727)  loss_giou_dn_1: 0.4517 (0.4654)  loss_giou_dn_2: 0.4276 (0.4349)  loss_giou_dn_3: 0.4155 (0.4266)  loss_giou_dn_4: 0.4106 (0.4246)  loss_giou_dn_5: 0.4109 (0.4248)  loss_vfl: 0.6462 (0.6676)  loss_vfl_aux_0: 0.7339 (0.7703)  loss_vfl_aux_1: 0.6872 (0.7245)  loss_vfl_aux_2: 0.6655 (0.6940)  loss_vfl_aux_3: 0.6574 (0.6799)  loss_vfl_aux_4: 0.6525 (0.6715)  loss_vfl_aux_5: 0.6986 (0.7541)  loss_vfl_dn_0: 0.4429 (0.4499)  loss_vfl_dn_1: 0.3817 (0.3842)  loss_vfl_dn_2: 0.3657 (0.3684)  loss_vfl_dn_3: 0.3605 (0.3611)  loss_vfl_dn_4: 0.3594 (0.3585)  loss_vfl_dn_5: 0.3583 (0.3578)  time: 0.4818  data: 0.0142  max mem: 5654
Epoch: [49]  [4700/7393]  eta: 0:21:57  lr: 0.000010  loss: 15.7832 (15.6586)  loss_bbox: 0.1309 (0.1517)  loss_bbox_aux_0: 0.1514 (0.1639)  loss_bbox_aux_1: 0.1396 (0.1564)  loss_bbox_aux_2: 0.1352 (0.1539)  loss_bbox_aux_3: 0.1370 (0.1521)  loss_bbox_aux_4: 0.1309 (0.1516)  loss_bbox_aux_5: 0.1757 (0.2001)  loss_bbox_dn_0: 0.2280 (0.2634)  loss_bbox_dn_1: 0.1687 (0.1933)  loss_bbox_dn_2: 0.1426 (0.1728)  loss_bbox_dn_3: 0.1380 (0.1669)  loss_bbox_dn_4: 0.1378 (0.1655)  loss_bbox_dn_5: 0.1385 (0.1655)  loss_giou: 0.4968 (0.4690)  loss_giou_aux_0: 0.5373 (0.4926)  loss_giou_aux_1: 0.5267 (0.4789)  loss_giou_aux_2: 0.5118 (0.4737)  loss_giou_aux_3: 0.4972 (0.4700)  loss_giou_aux_4: 0.5001 (0.4691)  loss_giou_aux_5: 0.6176 (0.5564)  loss_giou_dn_0: 0.6051 (0.5729)  loss_giou_dn_1: 0.4967 (0.4657)  loss_giou_dn_2: 0.4755 (0.4351)  loss_giou_dn_3: 0.4650 (0.4268)  loss_giou_dn_4: 0.4634 (0.4248)  loss_giou_dn_5: 0.4628 (0.4250)  loss_vfl: 0.6621 (0.6675)  loss_vfl_aux_0: 0.7528 (0.7701)  loss_vfl_aux_1: 0.7193 (0.7244)  loss_vfl_aux_2: 0.6847 (0.6939)  loss_vfl_aux_3: 0.6763 (0.6798)  loss_vfl_aux_4: 0.6665 (0.6715)  loss_vfl_aux_5: 0.7263 (0.7540)  loss_vfl_dn_0: 0.4445 (0.4499)  loss_vfl_dn_1: 0.3859 (0.3842)  loss_vfl_dn_2: 0.3687 (0.3684)  loss_vfl_dn_3: 0.3605 (0.3612)  loss_vfl_dn_4: 0.3570 (0.3585)  loss_vfl_dn_5: 0.3566 (0.3578)  time: 0.4754  data: 0.0133  max mem: 5654
Epoch: [49]  [4800/7393]  eta: 0:21:08  lr: 0.000010  loss: 15.7850 (15.6613)  loss_bbox: 0.1497 (0.1517)  loss_bbox_aux_0: 0.1650 (0.1640)  loss_bbox_aux_1: 0.1549 (0.1565)  loss_bbox_aux_2: 0.1535 (0.1539)  loss_bbox_aux_3: 0.1527 (0.1521)  loss_bbox_aux_4: 0.1530 (0.1517)  loss_bbox_aux_5: 0.1957 (0.2001)  loss_bbox_dn_0: 0.2517 (0.2635)  loss_bbox_dn_1: 0.1871 (0.1934)  loss_bbox_dn_2: 0.1643 (0.1729)  loss_bbox_dn_3: 0.1597 (0.1670)  loss_bbox_dn_4: 0.1569 (0.1656)  loss_bbox_dn_5: 0.1569 (0.1656)  loss_giou: 0.4685 (0.4691)  loss_giou_aux_0: 0.4912 (0.4928)  loss_giou_aux_1: 0.4846 (0.4790)  loss_giou_aux_2: 0.4804 (0.4738)  loss_giou_aux_3: 0.4730 (0.4701)  loss_giou_aux_4: 0.4710 (0.4692)  loss_giou_aux_5: 0.5592 (0.5565)  loss_giou_dn_0: 0.5799 (0.5731)  loss_giou_dn_1: 0.4775 (0.4658)  loss_giou_dn_2: 0.4484 (0.4353)  loss_giou_dn_3: 0.4410 (0.4270)  loss_giou_dn_4: 0.4402 (0.4249)  loss_giou_dn_5: 0.4403 (0.4251)  loss_vfl: 0.6846 (0.6675)  loss_vfl_aux_0: 0.7444 (0.7701)  loss_vfl_aux_1: 0.7425 (0.7244)  loss_vfl_aux_2: 0.7124 (0.6939)  loss_vfl_aux_3: 0.7057 (0.6798)  loss_vfl_aux_4: 0.6926 (0.6715)  loss_vfl_aux_5: 0.7626 (0.7540)  loss_vfl_dn_0: 0.4531 (0.4499)  loss_vfl_dn_1: 0.3916 (0.3843)  loss_vfl_dn_2: 0.3765 (0.3685)  loss_vfl_dn_3: 0.3664 (0.3612)  loss_vfl_dn_4: 0.3636 (0.3586)  loss_vfl_dn_5: 0.3627 (0.3579)  time: 0.4933  data: 0.0143  max mem: 5654
Epoch: [49]  [4900/7393]  eta: 0:20:18  lr: 0.000010  loss: 15.5209 (15.6634)  loss_bbox: 0.1394 (0.1518)  loss_bbox_aux_0: 0.1474 (0.1640)  loss_bbox_aux_1: 0.1375 (0.1565)  loss_bbox_aux_2: 0.1408 (0.1540)  loss_bbox_aux_3: 0.1392 (0.1522)  loss_bbox_aux_4: 0.1378 (0.1518)  loss_bbox_aux_5: 0.1827 (0.2002)  loss_bbox_dn_0: 0.2458 (0.2637)  loss_bbox_dn_1: 0.1849 (0.1936)  loss_bbox_dn_2: 0.1666 (0.1730)  loss_bbox_dn_3: 0.1596 (0.1671)  loss_bbox_dn_4: 0.1605 (0.1658)  loss_bbox_dn_5: 0.1605 (0.1658)  loss_giou: 0.4623 (0.4690)  loss_giou_aux_0: 0.4512 (0.4926)  loss_giou_aux_1: 0.4546 (0.4789)  loss_giou_aux_2: 0.4597 (0.4737)  loss_giou_aux_3: 0.4662 (0.4701)  loss_giou_aux_4: 0.4599 (0.4691)  loss_giou_aux_5: 0.5291 (0.5564)  loss_giou_dn_0: 0.5568 (0.5730)  loss_giou_dn_1: 0.4528 (0.4657)  loss_giou_dn_2: 0.4223 (0.4352)  loss_giou_dn_3: 0.4122 (0.4269)  loss_giou_dn_4: 0.4081 (0.4249)  loss_giou_dn_5: 0.4081 (0.4251)  loss_vfl: 0.6481 (0.6676)  loss_vfl_aux_0: 0.7587 (0.7704)  loss_vfl_aux_1: 0.7094 (0.7247)  loss_vfl_aux_2: 0.6690 (0.6941)  loss_vfl_aux_3: 0.6580 (0.6799)  loss_vfl_aux_4: 0.6451 (0.6716)  loss_vfl_aux_5: 0.7386 (0.7543)  loss_vfl_dn_0: 0.4500 (0.4499)  loss_vfl_dn_1: 0.3877 (0.3843)  loss_vfl_dn_2: 0.3727 (0.3685)  loss_vfl_dn_3: 0.3659 (0.3612)  loss_vfl_dn_4: 0.3624 (0.3586)  loss_vfl_dn_5: 0.3625 (0.3579)  time: 0.4647  data: 0.0140  max mem: 5654
Epoch: [49]  [5000/7393]  eta: 0:19:29  lr: 0.000010  loss: 15.8027 (15.6666)  loss_bbox: 0.1438 (0.1518)  loss_bbox_aux_0: 0.1563 (0.1640)  loss_bbox_aux_1: 0.1446 (0.1565)  loss_bbox_aux_2: 0.1473 (0.1540)  loss_bbox_aux_3: 0.1455 (0.1522)  loss_bbox_aux_4: 0.1424 (0.1517)  loss_bbox_aux_5: 0.1949 (0.2002)  loss_bbox_dn_0: 0.2503 (0.2637)  loss_bbox_dn_1: 0.1847 (0.1936)  loss_bbox_dn_2: 0.1627 (0.1730)  loss_bbox_dn_3: 0.1536 (0.1671)  loss_bbox_dn_4: 0.1499 (0.1657)  loss_bbox_dn_5: 0.1498 (0.1657)  loss_giou: 0.4779 (0.4694)  loss_giou_aux_0: 0.4914 (0.4931)  loss_giou_aux_1: 0.4749 (0.4793)  loss_giou_aux_2: 0.4791 (0.4741)  loss_giou_aux_3: 0.4790 (0.4705)  loss_giou_aux_4: 0.4856 (0.4695)  loss_giou_aux_5: 0.5444 (0.5567)  loss_giou_dn_0: 0.6083 (0.5732)  loss_giou_dn_1: 0.4911 (0.4660)  loss_giou_dn_2: 0.4524 (0.4355)  loss_giou_dn_3: 0.4412 (0.4272)  loss_giou_dn_4: 0.4385 (0.4251)  loss_giou_dn_5: 0.4395 (0.4253)  loss_vfl: 0.6457 (0.6675)  loss_vfl_aux_0: 0.7540 (0.7702)  loss_vfl_aux_1: 0.6999 (0.7246)  loss_vfl_aux_2: 0.6788 (0.6940)  loss_vfl_aux_3: 0.6657 (0.6798)  loss_vfl_aux_4: 0.6456 (0.6715)  loss_vfl_aux_5: 0.7303 (0.7542)  loss_vfl_dn_0: 0.4415 (0.4499)  loss_vfl_dn_1: 0.3805 (0.3843)  loss_vfl_dn_2: 0.3685 (0.3686)  loss_vfl_dn_3: 0.3641 (0.3613)  loss_vfl_dn_4: 0.3604 (0.3586)  loss_vfl_dn_5: 0.3598 (0.3579)  time: 0.4746  data: 0.0139  max mem: 5654
Epoch: [49]  [5100/7393]  eta: 0:18:40  lr: 0.000010  loss: 16.1724 (15.6684)  loss_bbox: 0.1434 (0.1518)  loss_bbox_aux_0: 0.1589 (0.1641)  loss_bbox_aux_1: 0.1542 (0.1566)  loss_bbox_aux_2: 0.1471 (0.1541)  loss_bbox_aux_3: 0.1455 (0.1523)  loss_bbox_aux_4: 0.1438 (0.1518)  loss_bbox_aux_5: 0.1936 (0.2004)  loss_bbox_dn_0: 0.2659 (0.2639)  loss_bbox_dn_1: 0.1824 (0.1938)  loss_bbox_dn_2: 0.1639 (0.1731)  loss_bbox_dn_3: 0.1584 (0.1672)  loss_bbox_dn_4: 0.1565 (0.1658)  loss_bbox_dn_5: 0.1564 (0.1658)  loss_giou: 0.4798 (0.4695)  loss_giou_aux_0: 0.4976 (0.4932)  loss_giou_aux_1: 0.4986 (0.4794)  loss_giou_aux_2: 0.4870 (0.4742)  loss_giou_aux_3: 0.4833 (0.4706)  loss_giou_aux_4: 0.4798 (0.4696)  loss_giou_aux_5: 0.5674 (0.5568)  loss_giou_dn_0: 0.5801 (0.5733)  loss_giou_dn_1: 0.4653 (0.4661)  loss_giou_dn_2: 0.4392 (0.4355)  loss_giou_dn_3: 0.4293 (0.4272)  loss_giou_dn_4: 0.4290 (0.4251)  loss_giou_dn_5: 0.4293 (0.4253)  loss_vfl: 0.6929 (0.6675)  loss_vfl_aux_0: 0.7891 (0.7702)  loss_vfl_aux_1: 0.7505 (0.7245)  loss_vfl_aux_2: 0.7203 (0.6940)  loss_vfl_aux_3: 0.7048 (0.6797)  loss_vfl_aux_4: 0.7013 (0.6714)  loss_vfl_aux_5: 0.7662 (0.7542)  loss_vfl_dn_0: 0.4471 (0.4499)  loss_vfl_dn_1: 0.3811 (0.3842)  loss_vfl_dn_2: 0.3647 (0.3685)  loss_vfl_dn_3: 0.3610 (0.3612)  loss_vfl_dn_4: 0.3594 (0.3586)  loss_vfl_dn_5: 0.3589 (0.3579)  time: 0.4827  data: 0.0143  max mem: 5654
Epoch: [49]  [5200/7393]  eta: 0:17:51  lr: 0.000010  loss: 15.5802 (15.6674)  loss_bbox: 0.1406 (0.1518)  loss_bbox_aux_0: 0.1486 (0.1641)  loss_bbox_aux_1: 0.1455 (0.1565)  loss_bbox_aux_2: 0.1472 (0.1540)  loss_bbox_aux_3: 0.1458 (0.1522)  loss_bbox_aux_4: 0.1465 (0.1517)  loss_bbox_aux_5: 0.2025 (0.2004)  loss_bbox_dn_0: 0.2546 (0.2639)  loss_bbox_dn_1: 0.1793 (0.1937)  loss_bbox_dn_2: 0.1563 (0.1731)  loss_bbox_dn_3: 0.1534 (0.1672)  loss_bbox_dn_4: 0.1525 (0.1658)  loss_bbox_dn_5: 0.1525 (0.1658)  loss_giou: 0.4267 (0.4694)  loss_giou_aux_0: 0.4772 (0.4931)  loss_giou_aux_1: 0.4506 (0.4793)  loss_giou_aux_2: 0.4396 (0.4741)  loss_giou_aux_3: 0.4236 (0.4706)  loss_giou_aux_4: 0.4196 (0.4696)  loss_giou_aux_5: 0.5422 (0.5567)  loss_giou_dn_0: 0.5691 (0.5734)  loss_giou_dn_1: 0.4593 (0.4661)  loss_giou_dn_2: 0.4330 (0.4355)  loss_giou_dn_3: 0.4226 (0.4272)  loss_giou_dn_4: 0.4191 (0.4252)  loss_giou_dn_5: 0.4196 (0.4254)  loss_vfl: 0.6601 (0.6674)  loss_vfl_aux_0: 0.7648 (0.7701)  loss_vfl_aux_1: 0.7272 (0.7244)  loss_vfl_aux_2: 0.6780 (0.6940)  loss_vfl_aux_3: 0.6750 (0.6796)  loss_vfl_aux_4: 0.6667 (0.6713)  loss_vfl_aux_5: 0.7314 (0.7542)  loss_vfl_dn_0: 0.4506 (0.4499)  loss_vfl_dn_1: 0.3890 (0.3843)  loss_vfl_dn_2: 0.3745 (0.3685)  loss_vfl_dn_3: 0.3670 (0.3612)  loss_vfl_dn_4: 0.3638 (0.3586)  loss_vfl_dn_5: 0.3637 (0.3579)  time: 0.4789  data: 0.0142  max mem: 5654
Epoch: [49]  [5300/7393]  eta: 0:17:02  lr: 0.000010  loss: 16.0281 (15.6692)  loss_bbox: 0.1447 (0.1516)  loss_bbox_aux_0: 0.1647 (0.1640)  loss_bbox_aux_1: 0.1455 (0.1564)  loss_bbox_aux_2: 0.1470 (0.1539)  loss_bbox_aux_3: 0.1448 (0.1520)  loss_bbox_aux_4: 0.1446 (0.1516)  loss_bbox_aux_5: 0.1778 (0.2003)  loss_bbox_dn_0: 0.2262 (0.2637)  loss_bbox_dn_1: 0.1732 (0.1936)  loss_bbox_dn_2: 0.1534 (0.1730)  loss_bbox_dn_3: 0.1492 (0.1671)  loss_bbox_dn_4: 0.1477 (0.1657)  loss_bbox_dn_5: 0.1477 (0.1657)  loss_giou: 0.5037 (0.4697)  loss_giou_aux_0: 0.5383 (0.4934)  loss_giou_aux_1: 0.5159 (0.4795)  loss_giou_aux_2: 0.5086 (0.4744)  loss_giou_aux_3: 0.5054 (0.4708)  loss_giou_aux_4: 0.5013 (0.4698)  loss_giou_aux_5: 0.6035 (0.5569)  loss_giou_dn_0: 0.6100 (0.5736)  loss_giou_dn_1: 0.4944 (0.4663)  loss_giou_dn_2: 0.4559 (0.4357)  loss_giou_dn_3: 0.4485 (0.4274)  loss_giou_dn_4: 0.4476 (0.4254)  loss_giou_dn_5: 0.4477 (0.4256)  loss_vfl: 0.6597 (0.6675)  loss_vfl_aux_0: 0.7429 (0.7701)  loss_vfl_aux_1: 0.7232 (0.7246)  loss_vfl_aux_2: 0.7083 (0.6941)  loss_vfl_aux_3: 0.6736 (0.6798)  loss_vfl_aux_4: 0.6617 (0.6714)  loss_vfl_aux_5: 0.7457 (0.7542)  loss_vfl_dn_0: 0.4409 (0.4499)  loss_vfl_dn_1: 0.3858 (0.3843)  loss_vfl_dn_2: 0.3717 (0.3686)  loss_vfl_dn_3: 0.3657 (0.3612)  loss_vfl_dn_4: 0.3633 (0.3586)  loss_vfl_dn_5: 0.3608 (0.3579)  time: 0.4729  data: 0.0142  max mem: 5654
Epoch: [49]  [5400/7393]  eta: 0:16:12  lr: 0.000010  loss: 15.7693 (15.6715)  loss_bbox: 0.1570 (0.1517)  loss_bbox_aux_0: 0.1741 (0.1642)  loss_bbox_aux_1: 0.1688 (0.1565)  loss_bbox_aux_2: 0.1570 (0.1540)  loss_bbox_aux_3: 0.1498 (0.1522)  loss_bbox_aux_4: 0.1516 (0.1517)  loss_bbox_aux_5: 0.2120 (0.2004)  loss_bbox_dn_0: 0.2655 (0.2638)  loss_bbox_dn_1: 0.1904 (0.1937)  loss_bbox_dn_2: 0.1770 (0.1731)  loss_bbox_dn_3: 0.1759 (0.1672)  loss_bbox_dn_4: 0.1761 (0.1658)  loss_bbox_dn_5: 0.1761 (0.1658)  loss_giou: 0.4554 (0.4698)  loss_giou_aux_0: 0.4958 (0.4935)  loss_giou_aux_1: 0.4909 (0.4797)  loss_giou_aux_2: 0.4748 (0.4745)  loss_giou_aux_3: 0.4723 (0.4710)  loss_giou_aux_4: 0.4600 (0.4700)  loss_giou_aux_5: 0.5340 (0.5570)  loss_giou_dn_0: 0.5924 (0.5737)  loss_giou_dn_1: 0.4717 (0.4665)  loss_giou_dn_2: 0.4357 (0.4359)  loss_giou_dn_3: 0.4299 (0.4276)  loss_giou_dn_4: 0.4268 (0.4256)  loss_giou_dn_5: 0.4272 (0.4257)  loss_vfl: 0.6860 (0.6674)  loss_vfl_aux_0: 0.7429 (0.7698)  loss_vfl_aux_1: 0.7375 (0.7245)  loss_vfl_aux_2: 0.7100 (0.6940)  loss_vfl_aux_3: 0.7039 (0.6796)  loss_vfl_aux_4: 0.6887 (0.6712)  loss_vfl_aux_5: 0.7697 (0.7541)  loss_vfl_dn_0: 0.4536 (0.4498)  loss_vfl_dn_1: 0.3879 (0.3842)  loss_vfl_dn_2: 0.3690 (0.3685)  loss_vfl_dn_3: 0.3611 (0.3612)  loss_vfl_dn_4: 0.3584 (0.3586)  loss_vfl_dn_5: 0.3582 (0.3579)  time: 0.4733  data: 0.0140  max mem: 5654
Epoch: [49]  [5500/7393]  eta: 0:15:23  lr: 0.000010  loss: 15.3525 (15.6675)  loss_bbox: 0.1631 (0.1517)  loss_bbox_aux_0: 0.1705 (0.1642)  loss_bbox_aux_1: 0.1647 (0.1565)  loss_bbox_aux_2: 0.1654 (0.1540)  loss_bbox_aux_3: 0.1641 (0.1522)  loss_bbox_aux_4: 0.1641 (0.1517)  loss_bbox_aux_5: 0.1980 (0.2004)  loss_bbox_dn_0: 0.2649 (0.2638)  loss_bbox_dn_1: 0.1979 (0.1937)  loss_bbox_dn_2: 0.1779 (0.1731)  loss_bbox_dn_3: 0.1735 (0.1672)  loss_bbox_dn_4: 0.1747 (0.1658)  loss_bbox_dn_5: 0.1748 (0.1658)  loss_giou: 0.4426 (0.4694)  loss_giou_aux_0: 0.4587 (0.4932)  loss_giou_aux_1: 0.4566 (0.4792)  loss_giou_aux_2: 0.4480 (0.4741)  loss_giou_aux_3: 0.4374 (0.4705)  loss_giou_aux_4: 0.4426 (0.4695)  loss_giou_aux_5: 0.5242 (0.5566)  loss_giou_dn_0: 0.5585 (0.5735)  loss_giou_dn_1: 0.4519 (0.4662)  loss_giou_dn_2: 0.4155 (0.4356)  loss_giou_dn_3: 0.4041 (0.4273)  loss_giou_dn_4: 0.4028 (0.4252)  loss_giou_dn_5: 0.4029 (0.4254)  loss_vfl: 0.7045 (0.6675)  loss_vfl_aux_0: 0.7740 (0.7699)  loss_vfl_aux_1: 0.7554 (0.7246)  loss_vfl_aux_2: 0.7328 (0.6942)  loss_vfl_aux_3: 0.6959 (0.6798)  loss_vfl_aux_4: 0.6889 (0.6714)  loss_vfl_aux_5: 0.7592 (0.7541)  loss_vfl_dn_0: 0.4478 (0.4499)  loss_vfl_dn_1: 0.3803 (0.3842)  loss_vfl_dn_2: 0.3686 (0.3685)  loss_vfl_dn_3: 0.3622 (0.3612)  loss_vfl_dn_4: 0.3585 (0.3586)  loss_vfl_dn_5: 0.3592 (0.3579)  time: 0.4989  data: 0.0137  max mem: 5654
Epoch: [49]  [5600/7393]  eta: 0:14:36  lr: 0.000010  loss: 16.1168 (15.6682)  loss_bbox: 0.1446 (0.1518)  loss_bbox_aux_0: 0.1569 (0.1642)  loss_bbox_aux_1: 0.1607 (0.1565)  loss_bbox_aux_2: 0.1535 (0.1540)  loss_bbox_aux_3: 0.1478 (0.1522)  loss_bbox_aux_4: 0.1477 (0.1517)  loss_bbox_aux_5: 0.1898 (0.2004)  loss_bbox_dn_0: 0.2551 (0.2639)  loss_bbox_dn_1: 0.1877 (0.1937)  loss_bbox_dn_2: 0.1724 (0.1731)  loss_bbox_dn_3: 0.1712 (0.1672)  loss_bbox_dn_4: 0.1688 (0.1658)  loss_bbox_dn_5: 0.1687 (0.1659)  loss_giou: 0.4938 (0.4693)  loss_giou_aux_0: 0.5171 (0.4932)  loss_giou_aux_1: 0.4984 (0.4791)  loss_giou_aux_2: 0.4857 (0.4740)  loss_giou_aux_3: 0.4852 (0.4705)  loss_giou_aux_4: 0.4935 (0.4695)  loss_giou_aux_5: 0.5708 (0.5565)  loss_giou_dn_0: 0.5817 (0.5734)  loss_giou_dn_1: 0.4708 (0.4661)  loss_giou_dn_2: 0.4459 (0.4355)  loss_giou_dn_3: 0.4385 (0.4272)  loss_giou_dn_4: 0.4375 (0.4251)  loss_giou_dn_5: 0.4374 (0.4253)  loss_vfl: 0.7029 (0.6677)  loss_vfl_aux_0: 0.7803 (0.7699)  loss_vfl_aux_1: 0.7380 (0.7247)  loss_vfl_aux_2: 0.6980 (0.6943)  loss_vfl_aux_3: 0.7012 (0.6800)  loss_vfl_aux_4: 0.6951 (0.6715)  loss_vfl_aux_5: 0.7628 (0.7543)  loss_vfl_dn_0: 0.4511 (0.4499)  loss_vfl_dn_1: 0.3892 (0.3843)  loss_vfl_dn_2: 0.3777 (0.3685)  loss_vfl_dn_3: 0.3704 (0.3612)  loss_vfl_dn_4: 0.3678 (0.3586)  loss_vfl_dn_5: 0.3675 (0.3579)  time: 0.4852  data: 0.0145  max mem: 5654
Epoch: [49]  [5700/7393]  eta: 0:13:49  lr: 0.000010  loss: 15.4065 (15.6644)  loss_bbox: 0.1457 (0.1517)  loss_bbox_aux_0: 0.1527 (0.1642)  loss_bbox_aux_1: 0.1460 (0.1564)  loss_bbox_aux_2: 0.1520 (0.1539)  loss_bbox_aux_3: 0.1464 (0.1521)  loss_bbox_aux_4: 0.1468 (0.1517)  loss_bbox_aux_5: 0.1920 (0.2003)  loss_bbox_dn_0: 0.2461 (0.2638)  loss_bbox_dn_1: 0.1898 (0.1936)  loss_bbox_dn_2: 0.1704 (0.1730)  loss_bbox_dn_3: 0.1638 (0.1671)  loss_bbox_dn_4: 0.1610 (0.1657)  loss_bbox_dn_5: 0.1610 (0.1657)  loss_giou: 0.4472 (0.4692)  loss_giou_aux_0: 0.4620 (0.4930)  loss_giou_aux_1: 0.4573 (0.4790)  loss_giou_aux_2: 0.4510 (0.4739)  loss_giou_aux_3: 0.4494 (0.4703)  loss_giou_aux_4: 0.4472 (0.4694)  loss_giou_aux_5: 0.5285 (0.5563)  loss_giou_dn_0: 0.5765 (0.5733)  loss_giou_dn_1: 0.4550 (0.4659)  loss_giou_dn_2: 0.4210 (0.4354)  loss_giou_dn_3: 0.4112 (0.4271)  loss_giou_dn_4: 0.4094 (0.4250)  loss_giou_dn_5: 0.4094 (0.4252)  loss_vfl: 0.6347 (0.6675)  loss_vfl_aux_0: 0.7600 (0.7699)  loss_vfl_aux_1: 0.7033 (0.7247)  loss_vfl_aux_2: 0.6687 (0.6943)  loss_vfl_aux_3: 0.6510 (0.6798)  loss_vfl_aux_4: 0.6396 (0.6713)  loss_vfl_aux_5: 0.7269 (0.7543)  loss_vfl_dn_0: 0.4435 (0.4498)  loss_vfl_dn_1: 0.3753 (0.3842)  loss_vfl_dn_2: 0.3586 (0.3685)  loss_vfl_dn_3: 0.3499 (0.3612)  loss_vfl_dn_4: 0.3476 (0.3586)  loss_vfl_dn_5: 0.3464 (0.3579)  time: 0.4861  data: 0.0140  max mem: 5654
Epoch: [49]  [5800/7393]  eta: 0:13:00  lr: 0.000010  loss: 15.6376 (15.6637)  loss_bbox: 0.1444 (0.1517)  loss_bbox_aux_0: 0.1645 (0.1641)  loss_bbox_aux_1: 0.1492 (0.1564)  loss_bbox_aux_2: 0.1488 (0.1539)  loss_bbox_aux_3: 0.1497 (0.1521)  loss_bbox_aux_4: 0.1534 (0.1517)  loss_bbox_aux_5: 0.2056 (0.2003)  loss_bbox_dn_0: 0.2805 (0.2638)  loss_bbox_dn_1: 0.2047 (0.1936)  loss_bbox_dn_2: 0.1770 (0.1730)  loss_bbox_dn_3: 0.1692 (0.1671)  loss_bbox_dn_4: 0.1670 (0.1657)  loss_bbox_dn_5: 0.1670 (0.1657)  loss_giou: 0.4737 (0.4691)  loss_giou_aux_0: 0.4883 (0.4929)  loss_giou_aux_1: 0.4800 (0.4789)  loss_giou_aux_2: 0.4743 (0.4738)  loss_giou_aux_3: 0.4718 (0.4703)  loss_giou_aux_4: 0.4736 (0.4693)  loss_giou_aux_5: 0.5445 (0.5562)  loss_giou_dn_0: 0.5714 (0.5732)  loss_giou_dn_1: 0.4652 (0.4659)  loss_giou_dn_2: 0.4367 (0.4353)  loss_giou_dn_3: 0.4265 (0.4270)  loss_giou_dn_4: 0.4237 (0.4250)  loss_giou_dn_5: 0.4239 (0.4251)  loss_vfl: 0.6567 (0.6676)  loss_vfl_aux_0: 0.7560 (0.7700)  loss_vfl_aux_1: 0.7177 (0.7247)  loss_vfl_aux_2: 0.6671 (0.6943)  loss_vfl_aux_3: 0.6717 (0.6799)  loss_vfl_aux_4: 0.6620 (0.6714)  loss_vfl_aux_5: 0.7537 (0.7544)  loss_vfl_dn_0: 0.4414 (0.4499)  loss_vfl_dn_1: 0.3803 (0.3843)  loss_vfl_dn_2: 0.3631 (0.3685)  loss_vfl_dn_3: 0.3577 (0.3612)  loss_vfl_dn_4: 0.3551 (0.3586)  loss_vfl_dn_5: 0.3541 (0.3579)  time: 0.4851  data: 0.0138  max mem: 5654
Epoch: [49]  [5900/7393]  eta: 0:12:11  lr: 0.000010  loss: 16.3330 (15.6649)  loss_bbox: 0.1331 (0.1516)  loss_bbox_aux_0: 0.1473 (0.1641)  loss_bbox_aux_1: 0.1363 (0.1563)  loss_bbox_aux_2: 0.1414 (0.1538)  loss_bbox_aux_3: 0.1379 (0.1520)  loss_bbox_aux_4: 0.1335 (0.1516)  loss_bbox_aux_5: 0.1873 (0.2002)  loss_bbox_dn_0: 0.2359 (0.2636)  loss_bbox_dn_1: 0.1811 (0.1935)  loss_bbox_dn_2: 0.1578 (0.1729)  loss_bbox_dn_3: 0.1504 (0.1670)  loss_bbox_dn_4: 0.1476 (0.1656)  loss_bbox_dn_5: 0.1476 (0.1656)  loss_giou: 0.5050 (0.4694)  loss_giou_aux_0: 0.5303 (0.4932)  loss_giou_aux_1: 0.5088 (0.4792)  loss_giou_aux_2: 0.5083 (0.4741)  loss_giou_aux_3: 0.5072 (0.4705)  loss_giou_aux_4: 0.5049 (0.4695)  loss_giou_aux_5: 0.5780 (0.5566)  loss_giou_dn_0: 0.6091 (0.5734)  loss_giou_dn_1: 0.5009 (0.4661)  loss_giou_dn_2: 0.4725 (0.4355)  loss_giou_dn_3: 0.4617 (0.4272)  loss_giou_dn_4: 0.4610 (0.4252)  loss_giou_dn_5: 0.4611 (0.4253)  loss_vfl: 0.6207 (0.6675)  loss_vfl_aux_0: 0.7242 (0.7698)  loss_vfl_aux_1: 0.6791 (0.7245)  loss_vfl_aux_2: 0.6455 (0.6942)  loss_vfl_aux_3: 0.6466 (0.6798)  loss_vfl_aux_4: 0.6239 (0.6713)  loss_vfl_aux_5: 0.7114 (0.7542)  loss_vfl_dn_0: 0.4505 (0.4499)  loss_vfl_dn_1: 0.3945 (0.3843)  loss_vfl_dn_2: 0.3764 (0.3685)  loss_vfl_dn_3: 0.3688 (0.3612)  loss_vfl_dn_4: 0.3651 (0.3586)  loss_vfl_dn_5: 0.3642 (0.3579)  time: 0.4942  data: 0.0137  max mem: 5654
Epoch: [49]  [6000/7393]  eta: 0:11:22  lr: 0.000010  loss: 15.5330 (15.6666)  loss_bbox: 0.1451 (0.1516)  loss_bbox_aux_0: 0.1498 (0.1640)  loss_bbox_aux_1: 0.1416 (0.1563)  loss_bbox_aux_2: 0.1425 (0.1538)  loss_bbox_aux_3: 0.1453 (0.1520)  loss_bbox_aux_4: 0.1422 (0.1516)  loss_bbox_aux_5: 0.1873 (0.2001)  loss_bbox_dn_0: 0.2379 (0.2635)  loss_bbox_dn_1: 0.1746 (0.1935)  loss_bbox_dn_2: 0.1559 (0.1729)  loss_bbox_dn_3: 0.1524 (0.1670)  loss_bbox_dn_4: 0.1512 (0.1656)  loss_bbox_dn_5: 0.1513 (0.1656)  loss_giou: 0.4816 (0.4695)  loss_giou_aux_0: 0.4846 (0.4933)  loss_giou_aux_1: 0.4771 (0.4794)  loss_giou_aux_2: 0.4771 (0.4743)  loss_giou_aux_3: 0.4661 (0.4707)  loss_giou_aux_4: 0.4678 (0.4697)  loss_giou_aux_5: 0.5425 (0.5566)  loss_giou_dn_0: 0.5933 (0.5735)  loss_giou_dn_1: 0.4797 (0.4662)  loss_giou_dn_2: 0.4482 (0.4356)  loss_giou_dn_3: 0.4400 (0.4273)  loss_giou_dn_4: 0.4372 (0.4253)  loss_giou_dn_5: 0.4375 (0.4254)  loss_vfl: 0.6498 (0.6676)  loss_vfl_aux_0: 0.7367 (0.7698)  loss_vfl_aux_1: 0.7112 (0.7245)  loss_vfl_aux_2: 0.6752 (0.6942)  loss_vfl_aux_3: 0.6774 (0.6799)  loss_vfl_aux_4: 0.6493 (0.6714)  loss_vfl_aux_5: 0.7356 (0.7542)  loss_vfl_dn_0: 0.4507 (0.4499)  loss_vfl_dn_1: 0.3915 (0.3843)  loss_vfl_dn_2: 0.3752 (0.3686)  loss_vfl_dn_3: 0.3692 (0.3613)  loss_vfl_dn_4: 0.3658 (0.3587)  loss_vfl_dn_5: 0.3643 (0.3579)  time: 0.4899  data: 0.0140  max mem: 5654
Epoch: [49]  [6100/7393]  eta: 0:10:34  lr: 0.000010  loss: 16.5283 (15.6685)  loss_bbox: 0.1564 (0.1516)  loss_bbox_aux_0: 0.1759 (0.1640)  loss_bbox_aux_1: 0.1634 (0.1563)  loss_bbox_aux_2: 0.1630 (0.1538)  loss_bbox_aux_3: 0.1617 (0.1520)  loss_bbox_aux_4: 0.1614 (0.1516)  loss_bbox_aux_5: 0.2003 (0.2001)  loss_bbox_dn_0: 0.2743 (0.2636)  loss_bbox_dn_1: 0.2165 (0.1935)  loss_bbox_dn_2: 0.1964 (0.1729)  loss_bbox_dn_3: 0.1907 (0.1670)  loss_bbox_dn_4: 0.1872 (0.1656)  loss_bbox_dn_5: 0.1872 (0.1656)  loss_giou: 0.4732 (0.4698)  loss_giou_aux_0: 0.4773 (0.4936)  loss_giou_aux_1: 0.4761 (0.4797)  loss_giou_aux_2: 0.4806 (0.4745)  loss_giou_aux_3: 0.4728 (0.4709)  loss_giou_aux_4: 0.4736 (0.4699)  loss_giou_aux_5: 0.5343 (0.5569)  loss_giou_dn_0: 0.5694 (0.5737)  loss_giou_dn_1: 0.4543 (0.4663)  loss_giou_dn_2: 0.4300 (0.4358)  loss_giou_dn_3: 0.4183 (0.4274)  loss_giou_dn_4: 0.4171 (0.4254)  loss_giou_dn_5: 0.4180 (0.4256)  loss_vfl: 0.6744 (0.6675)  loss_vfl_aux_0: 0.7857 (0.7697)  loss_vfl_aux_1: 0.7388 (0.7244)  loss_vfl_aux_2: 0.6971 (0.6941)  loss_vfl_aux_3: 0.6812 (0.6798)  loss_vfl_aux_4: 0.6780 (0.6713)  loss_vfl_aux_5: 0.7380 (0.7541)  loss_vfl_dn_0: 0.4571 (0.4499)  loss_vfl_dn_1: 0.3924 (0.3843)  loss_vfl_dn_2: 0.3757 (0.3686)  loss_vfl_dn_3: 0.3676 (0.3612)  loss_vfl_dn_4: 0.3670 (0.3587)  loss_vfl_dn_5: 0.3665 (0.3579)  time: 0.4779  data: 0.0143  max mem: 5654
Epoch: [49]  [6200/7393]  eta: 0:09:44  lr: 0.000010  loss: 15.7464 (15.6661)  loss_bbox: 0.1472 (0.1516)  loss_bbox_aux_0: 0.1691 (0.1640)  loss_bbox_aux_1: 0.1578 (0.1563)  loss_bbox_aux_2: 0.1518 (0.1538)  loss_bbox_aux_3: 0.1517 (0.1520)  loss_bbox_aux_4: 0.1476 (0.1516)  loss_bbox_aux_5: 0.2049 (0.2002)  loss_bbox_dn_0: 0.2998 (0.2637)  loss_bbox_dn_1: 0.2215 (0.1935)  loss_bbox_dn_2: 0.1989 (0.1729)  loss_bbox_dn_3: 0.1956 (0.1670)  loss_bbox_dn_4: 0.1946 (0.1656)  loss_bbox_dn_5: 0.1946 (0.1657)  loss_giou: 0.3882 (0.4693)  loss_giou_aux_0: 0.4045 (0.4932)  loss_giou_aux_1: 0.4161 (0.4793)  loss_giou_aux_2: 0.3930 (0.4741)  loss_giou_aux_3: 0.3903 (0.4705)  loss_giou_aux_4: 0.3881 (0.4695)  loss_giou_aux_5: 0.4676 (0.5565)  loss_giou_dn_0: 0.5540 (0.5735)  loss_giou_dn_1: 0.4422 (0.4661)  loss_giou_dn_2: 0.4062 (0.4355)  loss_giou_dn_3: 0.3935 (0.4272)  loss_giou_dn_4: 0.3858 (0.4252)  loss_giou_dn_5: 0.3856 (0.4254)  loss_vfl: 0.6760 (0.6678)  loss_vfl_aux_0: 0.8136 (0.7700)  loss_vfl_aux_1: 0.7329 (0.7245)  loss_vfl_aux_2: 0.7369 (0.6943)  loss_vfl_aux_3: 0.7022 (0.6801)  loss_vfl_aux_4: 0.6976 (0.6715)  loss_vfl_aux_5: 0.8008 (0.7544)  loss_vfl_dn_0: 0.4508 (0.4499)  loss_vfl_dn_1: 0.3833 (0.3843)  loss_vfl_dn_2: 0.3651 (0.3685)  loss_vfl_dn_3: 0.3585 (0.3612)  loss_vfl_dn_4: 0.3579 (0.3586)  loss_vfl_dn_5: 0.3574 (0.3579)  time: 0.4874  data: 0.0138  max mem: 5654
Epoch: [49]  [6300/7393]  eta: 0:08:55  lr: 0.000010  loss: 15.3777 (15.6674)  loss_bbox: 0.1506 (0.1517)  loss_bbox_aux_0: 0.1630 (0.1641)  loss_bbox_aux_1: 0.1557 (0.1564)  loss_bbox_aux_2: 0.1462 (0.1539)  loss_bbox_aux_3: 0.1441 (0.1521)  loss_bbox_aux_4: 0.1492 (0.1517)  loss_bbox_aux_5: 0.1986 (0.2004)  loss_bbox_dn_0: 0.2695 (0.2640)  loss_bbox_dn_1: 0.1872 (0.1937)  loss_bbox_dn_2: 0.1657 (0.1731)  loss_bbox_dn_3: 0.1619 (0.1672)  loss_bbox_dn_4: 0.1609 (0.1658)  loss_bbox_dn_5: 0.1610 (0.1659)  loss_giou: 0.4329 (0.4691)  loss_giou_aux_0: 0.4640 (0.4930)  loss_giou_aux_1: 0.4482 (0.4791)  loss_giou_aux_2: 0.4441 (0.4739)  loss_giou_aux_3: 0.4333 (0.4702)  loss_giou_aux_4: 0.4299 (0.4692)  loss_giou_aux_5: 0.5342 (0.5563)  loss_giou_dn_0: 0.5592 (0.5734)  loss_giou_dn_1: 0.4608 (0.4660)  loss_giou_dn_2: 0.4245 (0.4354)  loss_giou_dn_3: 0.4149 (0.4271)  loss_giou_dn_4: 0.4127 (0.4251)  loss_giou_dn_5: 0.4130 (0.4252)  loss_vfl: 0.6861 (0.6680)  loss_vfl_aux_0: 0.7671 (0.7702)  loss_vfl_aux_1: 0.7104 (0.7247)  loss_vfl_aux_2: 0.6995 (0.6945)  loss_vfl_aux_3: 0.6931 (0.6803)  loss_vfl_aux_4: 0.6923 (0.6718)  loss_vfl_aux_5: 0.7500 (0.7546)  loss_vfl_dn_0: 0.4511 (0.4499)  loss_vfl_dn_1: 0.3870 (0.3843)  loss_vfl_dn_2: 0.3734 (0.3685)  loss_vfl_dn_3: 0.3673 (0.3612)  loss_vfl_dn_4: 0.3638 (0.3586)  loss_vfl_dn_5: 0.3623 (0.3579)  time: 0.4815  data: 0.0136  max mem: 5654
Epoch: [49]  [6400/7393]  eta: 0:08:06  lr: 0.000010  loss: 15.2095 (15.6668)  loss_bbox: 0.1437 (0.1516)  loss_bbox_aux_0: 0.1564 (0.1641)  loss_bbox_aux_1: 0.1557 (0.1564)  loss_bbox_aux_2: 0.1506 (0.1538)  loss_bbox_aux_3: 0.1451 (0.1520)  loss_bbox_aux_4: 0.1385 (0.1516)  loss_bbox_aux_5: 0.1834 (0.2003)  loss_bbox_dn_0: 0.2501 (0.2639)  loss_bbox_dn_1: 0.1839 (0.1937)  loss_bbox_dn_2: 0.1714 (0.1731)  loss_bbox_dn_3: 0.1638 (0.1672)  loss_bbox_dn_4: 0.1618 (0.1658)  loss_bbox_dn_5: 0.1618 (0.1658)  loss_giou: 0.4049 (0.4690)  loss_giou_aux_0: 0.4346 (0.4929)  loss_giou_aux_1: 0.4268 (0.4790)  loss_giou_aux_2: 0.4018 (0.4738)  loss_giou_aux_3: 0.4035 (0.4702)  loss_giou_aux_4: 0.4049 (0.4691)  loss_giou_aux_5: 0.4915 (0.5563)  loss_giou_dn_0: 0.5425 (0.5734)  loss_giou_dn_1: 0.4378 (0.4660)  loss_giou_dn_2: 0.4025 (0.4354)  loss_giou_dn_3: 0.3923 (0.4271)  loss_giou_dn_4: 0.3909 (0.4250)  loss_giou_dn_5: 0.3908 (0.4252)  loss_vfl: 0.6734 (0.6682)  loss_vfl_aux_0: 0.7560 (0.7701)  loss_vfl_aux_1: 0.7113 (0.7247)  loss_vfl_aux_2: 0.6833 (0.6946)  loss_vfl_aux_3: 0.6679 (0.6804)  loss_vfl_aux_4: 0.6714 (0.6720)  loss_vfl_aux_5: 0.7510 (0.7546)  loss_vfl_dn_0: 0.4470 (0.4499)  loss_vfl_dn_1: 0.3793 (0.3843)  loss_vfl_dn_2: 0.3609 (0.3685)  loss_vfl_dn_3: 0.3528 (0.3612)  loss_vfl_dn_4: 0.3495 (0.3586)  loss_vfl_dn_5: 0.3488 (0.3579)  time: 0.4795  data: 0.0140  max mem: 5654
Epoch: [49]  [6500/7393]  eta: 0:07:18  lr: 0.000010  loss: 15.3295 (15.6670)  loss_bbox: 0.1376 (0.1515)  loss_bbox_aux_0: 0.1432 (0.1640)  loss_bbox_aux_1: 0.1404 (0.1563)  loss_bbox_aux_2: 0.1382 (0.1537)  loss_bbox_aux_3: 0.1373 (0.1519)  loss_bbox_aux_4: 0.1404 (0.1515)  loss_bbox_aux_5: 0.1786 (0.2003)  loss_bbox_dn_0: 0.2361 (0.2638)  loss_bbox_dn_1: 0.1653 (0.1936)  loss_bbox_dn_2: 0.1480 (0.1730)  loss_bbox_dn_3: 0.1462 (0.1671)  loss_bbox_dn_4: 0.1458 (0.1657)  loss_bbox_dn_5: 0.1459 (0.1657)  loss_giou: 0.4157 (0.4690)  loss_giou_aux_0: 0.4238 (0.4930)  loss_giou_aux_1: 0.4204 (0.4791)  loss_giou_aux_2: 0.4151 (0.4738)  loss_giou_aux_3: 0.4104 (0.4702)  loss_giou_aux_4: 0.4147 (0.4691)  loss_giou_aux_5: 0.5060 (0.5563)  loss_giou_dn_0: 0.5471 (0.5734)  loss_giou_dn_1: 0.4306 (0.4660)  loss_giou_dn_2: 0.4050 (0.4354)  loss_giou_dn_3: 0.3932 (0.4271)  loss_giou_dn_4: 0.3885 (0.4250)  loss_giou_dn_5: 0.3885 (0.4252)  loss_vfl: 0.6942 (0.6683)  loss_vfl_aux_0: 0.8140 (0.7703)  loss_vfl_aux_1: 0.7723 (0.7249)  loss_vfl_aux_2: 0.7298 (0.6948)  loss_vfl_aux_3: 0.7059 (0.6805)  loss_vfl_aux_4: 0.7119 (0.6722)  loss_vfl_aux_5: 0.7933 (0.7548)  loss_vfl_dn_0: 0.4532 (0.4500)  loss_vfl_dn_1: 0.3787 (0.3843)  loss_vfl_dn_2: 0.3658 (0.3685)  loss_vfl_dn_3: 0.3558 (0.3612)  loss_vfl_dn_4: 0.3551 (0.3586)  loss_vfl_dn_5: 0.3534 (0.3579)  time: 0.7382  data: 0.0139  max mem: 5654
Epoch: [49]  [6600/7393]  eta: 0:06:29  lr: 0.000010  loss: 15.5249 (15.6659)  loss_bbox: 0.1400 (0.1515)  loss_bbox_aux_0: 0.1497 (0.1640)  loss_bbox_aux_1: 0.1467 (0.1563)  loss_bbox_aux_2: 0.1443 (0.1537)  loss_bbox_aux_3: 0.1425 (0.1519)  loss_bbox_aux_4: 0.1390 (0.1515)  loss_bbox_aux_5: 0.1862 (0.2003)  loss_bbox_dn_0: 0.2308 (0.2638)  loss_bbox_dn_1: 0.1758 (0.1936)  loss_bbox_dn_2: 0.1577 (0.1729)  loss_bbox_dn_3: 0.1493 (0.1671)  loss_bbox_dn_4: 0.1483 (0.1657)  loss_bbox_dn_5: 0.1482 (0.1657)  loss_giou: 0.4583 (0.4691)  loss_giou_aux_0: 0.4912 (0.4931)  loss_giou_aux_1: 0.4777 (0.4792)  loss_giou_aux_2: 0.4645 (0.4739)  loss_giou_aux_3: 0.4539 (0.4703)  loss_giou_aux_4: 0.4579 (0.4692)  loss_giou_aux_5: 0.5459 (0.5564)  loss_giou_dn_0: 0.5848 (0.5734)  loss_giou_dn_1: 0.4729 (0.4660)  loss_giou_dn_2: 0.4378 (0.4354)  loss_giou_dn_3: 0.4249 (0.4271)  loss_giou_dn_4: 0.4237 (0.4250)  loss_giou_dn_5: 0.4238 (0.4252)  loss_vfl: 0.6530 (0.6682)  loss_vfl_aux_0: 0.7406 (0.7701)  loss_vfl_aux_1: 0.7025 (0.7246)  loss_vfl_aux_2: 0.6742 (0.6946)  loss_vfl_aux_3: 0.6655 (0.6803)  loss_vfl_aux_4: 0.6555 (0.6720)  loss_vfl_aux_5: 0.7208 (0.7546)  loss_vfl_dn_0: 0.4426 (0.4499)  loss_vfl_dn_1: 0.3832 (0.3843)  loss_vfl_dn_2: 0.3684 (0.3685)  loss_vfl_dn_3: 0.3651 (0.3612)  loss_vfl_dn_4: 0.3592 (0.3586)  loss_vfl_dn_5: 0.3602 (0.3578)  time: 0.4812  data: 0.0140  max mem: 5654
Epoch: [49]  [6700/7393]  eta: 0:05:40  lr: 0.000010  loss: 15.4028 (15.6637)  loss_bbox: 0.1457 (0.1515)  loss_bbox_aux_0: 0.1576 (0.1640)  loss_bbox_aux_1: 0.1491 (0.1563)  loss_bbox_aux_2: 0.1520 (0.1537)  loss_bbox_aux_3: 0.1498 (0.1519)  loss_bbox_aux_4: 0.1458 (0.1515)  loss_bbox_aux_5: 0.1931 (0.2003)  loss_bbox_dn_0: 0.2136 (0.2636)  loss_bbox_dn_1: 0.1593 (0.1934)  loss_bbox_dn_2: 0.1397 (0.1728)  loss_bbox_dn_3: 0.1327 (0.1669)  loss_bbox_dn_4: 0.1313 (0.1656)  loss_bbox_dn_5: 0.1313 (0.1656)  loss_giou: 0.4814 (0.4691)  loss_giou_aux_0: 0.5075 (0.4931)  loss_giou_aux_1: 0.4899 (0.4792)  loss_giou_aux_2: 0.4936 (0.4739)  loss_giou_aux_3: 0.4788 (0.4703)  loss_giou_aux_4: 0.4769 (0.4692)  loss_giou_aux_5: 0.5781 (0.5564)  loss_giou_dn_0: 0.5689 (0.5734)  loss_giou_dn_1: 0.4675 (0.4660)  loss_giou_dn_2: 0.4460 (0.4353)  loss_giou_dn_3: 0.4436 (0.4270)  loss_giou_dn_4: 0.4423 (0.4250)  loss_giou_dn_5: 0.4425 (0.4252)  loss_vfl: 0.6415 (0.6681)  loss_vfl_aux_0: 0.7333 (0.7699)  loss_vfl_aux_1: 0.6762 (0.7244)  loss_vfl_aux_2: 0.6652 (0.6945)  loss_vfl_aux_3: 0.6482 (0.6802)  loss_vfl_aux_4: 0.6466 (0.6719)  loss_vfl_aux_5: 0.7077 (0.7544)  loss_vfl_dn_0: 0.4412 (0.4498)  loss_vfl_dn_1: 0.3853 (0.3842)  loss_vfl_dn_2: 0.3700 (0.3684)  loss_vfl_dn_3: 0.3654 (0.3611)  loss_vfl_dn_4: 0.3629 (0.3585)  loss_vfl_dn_5: 0.3624 (0.3578)  time: 0.4869  data: 0.0140  max mem: 5654
Epoch: [49]  [6800/7393]  eta: 0:04:50  lr: 0.000010  loss: 15.9468 (15.6644)  loss_bbox: 0.1452 (0.1515)  loss_bbox_aux_0: 0.1616 (0.1640)  loss_bbox_aux_1: 0.1497 (0.1563)  loss_bbox_aux_2: 0.1534 (0.1537)  loss_bbox_aux_3: 0.1482 (0.1519)  loss_bbox_aux_4: 0.1461 (0.1515)  loss_bbox_aux_5: 0.2030 (0.2003)  loss_bbox_dn_0: 0.2484 (0.2637)  loss_bbox_dn_1: 0.1876 (0.1935)  loss_bbox_dn_2: 0.1730 (0.1729)  loss_bbox_dn_3: 0.1728 (0.1670)  loss_bbox_dn_4: 0.1710 (0.1656)  loss_bbox_dn_5: 0.1711 (0.1656)  loss_giou: 0.4645 (0.4691)  loss_giou_aux_0: 0.4851 (0.4931)  loss_giou_aux_1: 0.4657 (0.4792)  loss_giou_aux_2: 0.4709 (0.4740)  loss_giou_aux_3: 0.4644 (0.4704)  loss_giou_aux_4: 0.4638 (0.4693)  loss_giou_aux_5: 0.5240 (0.5564)  loss_giou_dn_0: 0.5722 (0.5735)  loss_giou_dn_1: 0.4741 (0.4661)  loss_giou_dn_2: 0.4441 (0.4354)  loss_giou_dn_3: 0.4329 (0.4271)  loss_giou_dn_4: 0.4317 (0.4251)  loss_giou_dn_5: 0.4318 (0.4253)  loss_vfl: 0.6638 (0.6681)  loss_vfl_aux_0: 0.7499 (0.7698)  loss_vfl_aux_1: 0.7128 (0.7244)  loss_vfl_aux_2: 0.6986 (0.6944)  loss_vfl_aux_3: 0.6763 (0.6801)  loss_vfl_aux_4: 0.6691 (0.6719)  loss_vfl_aux_5: 0.7591 (0.7543)  loss_vfl_dn_0: 0.4532 (0.4498)  loss_vfl_dn_1: 0.3884 (0.3842)  loss_vfl_dn_2: 0.3742 (0.3684)  loss_vfl_dn_3: 0.3722 (0.3611)  loss_vfl_dn_4: 0.3703 (0.3585)  loss_vfl_dn_5: 0.3684 (0.3578)  time: 0.4985  data: 0.0144  max mem: 5654
Epoch: [49]  [6900/7393]  eta: 0:04:01  lr: 0.000010  loss: 15.9009 (15.6683)  loss_bbox: 0.1516 (0.1516)  loss_bbox_aux_0: 0.1584 (0.1640)  loss_bbox_aux_1: 0.1516 (0.1563)  loss_bbox_aux_2: 0.1515 (0.1538)  loss_bbox_aux_3: 0.1546 (0.1519)  loss_bbox_aux_4: 0.1551 (0.1515)  loss_bbox_aux_5: 0.1938 (0.2003)  loss_bbox_dn_0: 0.2557 (0.2637)  loss_bbox_dn_1: 0.1860 (0.1935)  loss_bbox_dn_2: 0.1732 (0.1729)  loss_bbox_dn_3: 0.1687 (0.1670)  loss_bbox_dn_4: 0.1682 (0.1656)  loss_bbox_dn_5: 0.1682 (0.1656)  loss_giou: 0.5083 (0.4693)  loss_giou_aux_0: 0.5318 (0.4933)  loss_giou_aux_1: 0.5083 (0.4794)  loss_giou_aux_2: 0.5109 (0.4742)  loss_giou_aux_3: 0.5090 (0.4706)  loss_giou_aux_4: 0.5016 (0.4694)  loss_giou_aux_5: 0.5988 (0.5566)  loss_giou_dn_0: 0.6058 (0.5736)  loss_giou_dn_1: 0.5018 (0.4662)  loss_giou_dn_2: 0.4668 (0.4356)  loss_giou_dn_3: 0.4583 (0.4273)  loss_giou_dn_4: 0.4578 (0.4252)  loss_giou_dn_5: 0.4581 (0.4254)  loss_vfl: 0.6571 (0.6683)  loss_vfl_aux_0: 0.7288 (0.7699)  loss_vfl_aux_1: 0.6903 (0.7246)  loss_vfl_aux_2: 0.6710 (0.6946)  loss_vfl_aux_3: 0.6618 (0.6803)  loss_vfl_aux_4: 0.6575 (0.6721)  loss_vfl_aux_5: 0.7384 (0.7544)  loss_vfl_dn_0: 0.4536 (0.4499)  loss_vfl_dn_1: 0.3957 (0.3842)  loss_vfl_dn_2: 0.3808 (0.3685)  loss_vfl_dn_3: 0.3767 (0.3612)  loss_vfl_dn_4: 0.3734 (0.3586)  loss_vfl_dn_5: 0.3729 (0.3579)  time: 0.4761  data: 0.0138  max mem: 5654
Epoch: [49]  [7000/7393]  eta: 0:03:12  lr: 0.000010  loss: 15.2745 (15.6680)  loss_bbox: 0.1454 (0.1516)  loss_bbox_aux_0: 0.1629 (0.1641)  loss_bbox_aux_1: 0.1522 (0.1564)  loss_bbox_aux_2: 0.1508 (0.1538)  loss_bbox_aux_3: 0.1468 (0.1520)  loss_bbox_aux_4: 0.1462 (0.1515)  loss_bbox_aux_5: 0.1876 (0.2003)  loss_bbox_dn_0: 0.2381 (0.2636)  loss_bbox_dn_1: 0.1641 (0.1934)  loss_bbox_dn_2: 0.1450 (0.1729)  loss_bbox_dn_3: 0.1412 (0.1670)  loss_bbox_dn_4: 0.1409 (0.1656)  loss_bbox_dn_5: 0.1409 (0.1656)  loss_giou: 0.4419 (0.4695)  loss_giou_aux_0: 0.4774 (0.4935)  loss_giou_aux_1: 0.4697 (0.4796)  loss_giou_aux_2: 0.4643 (0.4744)  loss_giou_aux_3: 0.4498 (0.4708)  loss_giou_aux_4: 0.4482 (0.4696)  loss_giou_aux_5: 0.5322 (0.5567)  loss_giou_dn_0: 0.5711 (0.5736)  loss_giou_dn_1: 0.4490 (0.4662)  loss_giou_dn_2: 0.4153 (0.4356)  loss_giou_dn_3: 0.4047 (0.4273)  loss_giou_dn_4: 0.4019 (0.4252)  loss_giou_dn_5: 0.4020 (0.4254)  loss_vfl: 0.6327 (0.6681)  loss_vfl_aux_0: 0.7038 (0.7696)  loss_vfl_aux_1: 0.6586 (0.7243)  loss_vfl_aux_2: 0.6356 (0.6943)  loss_vfl_aux_3: 0.6415 (0.6801)  loss_vfl_aux_4: 0.6252 (0.6719)  loss_vfl_aux_5: 0.6968 (0.7542)  loss_vfl_dn_0: 0.4508 (0.4499)  loss_vfl_dn_1: 0.3908 (0.3842)  loss_vfl_dn_2: 0.3770 (0.3685)  loss_vfl_dn_3: 0.3717 (0.3612)  loss_vfl_dn_4: 0.3717 (0.3586)  loss_vfl_dn_5: 0.3723 (0.3579)  time: 0.4812  data: 0.0139  max mem: 5654
Epoch: [49]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 15.5036 (15.6675)  loss_bbox: 0.1570 (0.1517)  loss_bbox_aux_0: 0.1711 (0.1642)  loss_bbox_aux_1: 0.1623 (0.1565)  loss_bbox_aux_2: 0.1585 (0.1539)  loss_bbox_aux_3: 0.1549 (0.1521)  loss_bbox_aux_4: 0.1595 (0.1516)  loss_bbox_aux_5: 0.2041 (0.2004)  loss_bbox_dn_0: 0.2806 (0.2638)  loss_bbox_dn_1: 0.2114 (0.1936)  loss_bbox_dn_2: 0.1876 (0.1730)  loss_bbox_dn_3: 0.1842 (0.1671)  loss_bbox_dn_4: 0.1799 (0.1657)  loss_bbox_dn_5: 0.1800 (0.1657)  loss_giou: 0.4241 (0.4694)  loss_giou_aux_0: 0.4507 (0.4934)  loss_giou_aux_1: 0.4169 (0.4795)  loss_giou_aux_2: 0.4233 (0.4743)  loss_giou_aux_3: 0.4215 (0.4706)  loss_giou_aux_4: 0.4257 (0.4695)  loss_giou_aux_5: 0.5157 (0.5566)  loss_giou_dn_0: 0.5467 (0.5735)  loss_giou_dn_1: 0.4390 (0.4661)  loss_giou_dn_2: 0.4087 (0.4355)  loss_giou_dn_3: 0.3979 (0.4272)  loss_giou_dn_4: 0.3960 (0.4252)  loss_giou_dn_5: 0.3963 (0.4253)  loss_vfl: 0.6529 (0.6681)  loss_vfl_aux_0: 0.7645 (0.7695)  loss_vfl_aux_1: 0.7247 (0.7242)  loss_vfl_aux_2: 0.6807 (0.6942)  loss_vfl_aux_3: 0.6722 (0.6801)  loss_vfl_aux_4: 0.6521 (0.6719)  loss_vfl_aux_5: 0.7524 (0.7542)  loss_vfl_dn_0: 0.4522 (0.4499)  loss_vfl_dn_1: 0.3884 (0.3842)  loss_vfl_dn_2: 0.3674 (0.3685)  loss_vfl_dn_3: 0.3635 (0.3612)  loss_vfl_dn_4: 0.3622 (0.3586)  loss_vfl_dn_5: 0.3612 (0.3579)  time: 0.4813  data: 0.0143  max mem: 5654
Epoch: [49]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.5630 (15.6684)  loss_bbox: 0.1346 (0.1517)  loss_bbox_aux_0: 0.1509 (0.1641)  loss_bbox_aux_1: 0.1445 (0.1564)  loss_bbox_aux_2: 0.1366 (0.1539)  loss_bbox_aux_3: 0.1360 (0.1520)  loss_bbox_aux_4: 0.1362 (0.1516)  loss_bbox_aux_5: 0.1979 (0.2003)  loss_bbox_dn_0: 0.2431 (0.2637)  loss_bbox_dn_1: 0.1889 (0.1935)  loss_bbox_dn_2: 0.1700 (0.1730)  loss_bbox_dn_3: 0.1644 (0.1671)  loss_bbox_dn_4: 0.1620 (0.1657)  loss_bbox_dn_5: 0.1621 (0.1657)  loss_giou: 0.4662 (0.4695)  loss_giou_aux_0: 0.4995 (0.4935)  loss_giou_aux_1: 0.4731 (0.4796)  loss_giou_aux_2: 0.4771 (0.4744)  loss_giou_aux_3: 0.4694 (0.4707)  loss_giou_aux_4: 0.4670 (0.4696)  loss_giou_aux_5: 0.5578 (0.5566)  loss_giou_dn_0: 0.5804 (0.5736)  loss_giou_dn_1: 0.4762 (0.4663)  loss_giou_dn_2: 0.4472 (0.4356)  loss_giou_dn_3: 0.4422 (0.4273)  loss_giou_dn_4: 0.4384 (0.4253)  loss_giou_dn_5: 0.4385 (0.4255)  loss_vfl: 0.6741 (0.6681)  loss_vfl_aux_0: 0.7779 (0.7694)  loss_vfl_aux_1: 0.7413 (0.7242)  loss_vfl_aux_2: 0.6835 (0.6943)  loss_vfl_aux_3: 0.6807 (0.6801)  loss_vfl_aux_4: 0.6764 (0.6719)  loss_vfl_aux_5: 0.7499 (0.7541)  loss_vfl_dn_0: 0.4556 (0.4499)  loss_vfl_dn_1: 0.3930 (0.3842)  loss_vfl_dn_2: 0.3758 (0.3685)  loss_vfl_dn_3: 0.3691 (0.3612)  loss_vfl_dn_4: 0.3690 (0.3586)  loss_vfl_dn_5: 0.3676 (0.3579)  time: 0.4840  data: 0.0140  max mem: 5654
Epoch: [49]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.1857 (15.6693)  loss_bbox: 0.1347 (0.1517)  loss_bbox_aux_0: 0.1439 (0.1641)  loss_bbox_aux_1: 0.1374 (0.1564)  loss_bbox_aux_2: 0.1359 (0.1539)  loss_bbox_aux_3: 0.1332 (0.1520)  loss_bbox_aux_4: 0.1346 (0.1515)  loss_bbox_aux_5: 0.1876 (0.2003)  loss_bbox_dn_0: 0.2447 (0.2637)  loss_bbox_dn_1: 0.1793 (0.1935)  loss_bbox_dn_2: 0.1481 (0.1730)  loss_bbox_dn_3: 0.1377 (0.1671)  loss_bbox_dn_4: 0.1371 (0.1657)  loss_bbox_dn_5: 0.1371 (0.1657)  loss_giou: 0.4028 (0.4694)  loss_giou_aux_0: 0.4320 (0.4934)  loss_giou_aux_1: 0.4213 (0.4795)  loss_giou_aux_2: 0.4126 (0.4743)  loss_giou_aux_3: 0.3957 (0.4707)  loss_giou_aux_4: 0.4026 (0.4695)  loss_giou_aux_5: 0.4975 (0.5566)  loss_giou_dn_0: 0.5287 (0.5737)  loss_giou_dn_1: 0.4210 (0.4663)  loss_giou_dn_2: 0.3921 (0.4356)  loss_giou_dn_3: 0.3850 (0.4273)  loss_giou_dn_4: 0.3825 (0.4253)  loss_giou_dn_5: 0.3828 (0.4255)  loss_vfl: 0.7096 (0.6683)  loss_vfl_aux_0: 0.8004 (0.7695)  loss_vfl_aux_1: 0.7587 (0.7243)  loss_vfl_aux_2: 0.7300 (0.6944)  loss_vfl_aux_3: 0.7117 (0.6803)  loss_vfl_aux_4: 0.7133 (0.6721)  loss_vfl_aux_5: 0.7769 (0.7542)  loss_vfl_dn_0: 0.4505 (0.4499)  loss_vfl_dn_1: 0.3765 (0.3843)  loss_vfl_dn_2: 0.3594 (0.3685)  loss_vfl_dn_3: 0.3499 (0.3612)  loss_vfl_dn_4: 0.3466 (0.3586)  loss_vfl_dn_5: 0.3469 (0.3579)  time: 0.4849  data: 0.0135  max mem: 5654
Epoch: [49]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.8270 (15.6676)  loss_bbox: 0.1324 (0.1516)  loss_bbox_aux_0: 0.1471 (0.1641)  loss_bbox_aux_1: 0.1420 (0.1564)  loss_bbox_aux_2: 0.1376 (0.1538)  loss_bbox_aux_3: 0.1338 (0.1519)  loss_bbox_aux_4: 0.1311 (0.1515)  loss_bbox_aux_5: 0.1879 (0.2003)  loss_bbox_dn_0: 0.2301 (0.2636)  loss_bbox_dn_1: 0.1714 (0.1934)  loss_bbox_dn_2: 0.1556 (0.1729)  loss_bbox_dn_3: 0.1524 (0.1670)  loss_bbox_dn_4: 0.1514 (0.1656)  loss_bbox_dn_5: 0.1514 (0.1656)  loss_giou: 0.4056 (0.4693)  loss_giou_aux_0: 0.4474 (0.4934)  loss_giou_aux_1: 0.4021 (0.4794)  loss_giou_aux_2: 0.3972 (0.4742)  loss_giou_aux_3: 0.4106 (0.4706)  loss_giou_aux_4: 0.3977 (0.4694)  loss_giou_aux_5: 0.5065 (0.5565)  loss_giou_dn_0: 0.5369 (0.5736)  loss_giou_dn_1: 0.4205 (0.4662)  loss_giou_dn_2: 0.3988 (0.4356)  loss_giou_dn_3: 0.3859 (0.4272)  loss_giou_dn_4: 0.3819 (0.4252)  loss_giou_dn_5: 0.3817 (0.4254)  loss_vfl: 0.6639 (0.6684)  loss_vfl_aux_0: 0.7650 (0.7695)  loss_vfl_aux_1: 0.7112 (0.7244)  loss_vfl_aux_2: 0.7015 (0.6946)  loss_vfl_aux_3: 0.6784 (0.6804)  loss_vfl_aux_4: 0.6599 (0.6722)  loss_vfl_aux_5: 0.7302 (0.7542)  loss_vfl_dn_0: 0.4455 (0.4499)  loss_vfl_dn_1: 0.3876 (0.3843)  loss_vfl_dn_2: 0.3694 (0.3685)  loss_vfl_dn_3: 0.3620 (0.3612)  loss_vfl_dn_4: 0.3620 (0.3586)  loss_vfl_dn_5: 0.3597 (0.3579)  time: 0.4786  data: 0.0139  max mem: 5654
Epoch: [49] Total time: 1:00:21 (0.4898 s / it)
Averaged stats: lr: 0.000010  loss: 15.8270 (15.6676)  loss_bbox: 0.1324 (0.1516)  loss_bbox_aux_0: 0.1471 (0.1641)  loss_bbox_aux_1: 0.1420 (0.1564)  loss_bbox_aux_2: 0.1376 (0.1538)  loss_bbox_aux_3: 0.1338 (0.1519)  loss_bbox_aux_4: 0.1311 (0.1515)  loss_bbox_aux_5: 0.1879 (0.2003)  loss_bbox_dn_0: 0.2301 (0.2636)  loss_bbox_dn_1: 0.1714 (0.1934)  loss_bbox_dn_2: 0.1556 (0.1729)  loss_bbox_dn_3: 0.1524 (0.1670)  loss_bbox_dn_4: 0.1514 (0.1656)  loss_bbox_dn_5: 0.1514 (0.1656)  loss_giou: 0.4056 (0.4693)  loss_giou_aux_0: 0.4474 (0.4934)  loss_giou_aux_1: 0.4021 (0.4794)  loss_giou_aux_2: 0.3972 (0.4742)  loss_giou_aux_3: 0.4106 (0.4706)  loss_giou_aux_4: 0.3977 (0.4694)  loss_giou_aux_5: 0.5065 (0.5565)  loss_giou_dn_0: 0.5369 (0.5736)  loss_giou_dn_1: 0.4205 (0.4662)  loss_giou_dn_2: 0.3988 (0.4356)  loss_giou_dn_3: 0.3859 (0.4272)  loss_giou_dn_4: 0.3819 (0.4252)  loss_giou_dn_5: 0.3817 (0.4254)  loss_vfl: 0.6639 (0.6684)  loss_vfl_aux_0: 0.7650 (0.7695)  loss_vfl_aux_1: 0.7112 (0.7244)  loss_vfl_aux_2: 0.7015 (0.6946)  loss_vfl_aux_3: 0.6784 (0.6804)  loss_vfl_aux_4: 0.6599 (0.6722)  loss_vfl_aux_5: 0.7302 (0.7542)  loss_vfl_dn_0: 0.4455 (0.4499)  loss_vfl_dn_1: 0.3876 (0.3843)  loss_vfl_dn_2: 0.3694 (0.3685)  loss_vfl_dn_3: 0.3620 (0.3612)  loss_vfl_dn_4: 0.3620 (0.3586)  loss_vfl_dn_5: 0.3597 (0.3579)
Test:  [  0/157]  eta: 0:04:19    time: 1.6530  data: 1.2282  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5104  data: 0.1364  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3928  data: 0.0271  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3909  data: 0.0276  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3946  data: 0.0274  max mem: 5654
Test:  [ 50/157]  eta: 0:00:45    time: 0.4053  data: 0.0270  max mem: 5654
Test:  [ 60/157]  eta: 0:00:40    time: 0.4150  data: 0.0272  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.7212  data: 0.0270  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.7123  data: 0.0274  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.3994  data: 0.0267  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3963  data: 0.0260  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3966  data: 0.0263  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3956  data: 0.0269  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3912  data: 0.0277  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3824  data: 0.0268  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3713  data: 0.0258  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3619  data: 0.0253  max mem: 5654
Test: Total time: 0:01:09 (0.4447 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=44.06s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.529
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.708
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.572
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.349
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.573
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.705
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.391
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.655
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.722
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.553
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.769
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.888
best_stat:  {'epoch': 49, 'coco_eval_bbox': 0.5287010443147385}
Epoch: [50]  [   0/7393]  eta: 7:37:45  lr: 0.000010  loss: 16.9247 (16.9247)  loss_bbox: 0.1452 (0.1452)  loss_bbox_aux_0: 0.1835 (0.1835)  loss_bbox_aux_1: 0.1844 (0.1844)  loss_bbox_aux_2: 0.1599 (0.1599)  loss_bbox_aux_3: 0.1495 (0.1495)  loss_bbox_aux_4: 0.1498 (0.1498)  loss_bbox_aux_5: 0.2238 (0.2238)  loss_bbox_dn_0: 0.2955 (0.2955)  loss_bbox_dn_1: 0.2213 (0.2213)  loss_bbox_dn_2: 0.2036 (0.2036)  loss_bbox_dn_3: 0.1965 (0.1965)  loss_bbox_dn_4: 0.1962 (0.1962)  loss_bbox_dn_5: 0.1962 (0.1962)  loss_giou: 0.4974 (0.4974)  loss_giou_aux_0: 0.5189 (0.5189)  loss_giou_aux_1: 0.5224 (0.5224)  loss_giou_aux_2: 0.5062 (0.5062)  loss_giou_aux_3: 0.5068 (0.5068)  loss_giou_aux_4: 0.5015 (0.5015)  loss_giou_aux_5: 0.6163 (0.6163)  loss_giou_dn_0: 0.6362 (0.6362)  loss_giou_dn_1: 0.5203 (0.5203)  loss_giou_dn_2: 0.4806 (0.4806)  loss_giou_dn_3: 0.4757 (0.4757)  loss_giou_dn_4: 0.4748 (0.4748)  loss_giou_dn_5: 0.4748 (0.4748)  loss_vfl: 0.7301 (0.7301)  loss_vfl_aux_0: 0.8390 (0.8390)  loss_vfl_aux_1: 0.7397 (0.7397)  loss_vfl_aux_2: 0.7390 (0.7390)  loss_vfl_aux_3: 0.7411 (0.7411)  loss_vfl_aux_4: 0.7272 (0.7272)  loss_vfl_aux_5: 0.7738 (0.7738)  loss_vfl_dn_0: 0.4496 (0.4496)  loss_vfl_dn_1: 0.4051 (0.4051)  loss_vfl_dn_2: 0.3940 (0.3940)  loss_vfl_dn_3: 0.3845 (0.3845)  loss_vfl_dn_4: 0.3836 (0.3836)  loss_vfl_dn_5: 0.3807 (0.3807)  time: 3.7150  data: 3.1701  max mem: 5654
Epoch: [50]  [ 100/7393]  eta: 1:03:43  lr: 0.000010  loss: 15.2077 (15.6595)  loss_bbox: 0.1460 (0.1494)  loss_bbox_aux_0: 0.1609 (0.1614)  loss_bbox_aux_1: 0.1497 (0.1542)  loss_bbox_aux_2: 0.1468 (0.1517)  loss_bbox_aux_3: 0.1528 (0.1495)  loss_bbox_aux_4: 0.1490 (0.1501)  loss_bbox_aux_5: 0.1943 (0.1976)  loss_bbox_dn_0: 0.2594 (0.2594)  loss_bbox_dn_1: 0.1963 (0.1906)  loss_bbox_dn_2: 0.1758 (0.1696)  loss_bbox_dn_3: 0.1689 (0.1633)  loss_bbox_dn_4: 0.1671 (0.1617)  loss_bbox_dn_5: 0.1671 (0.1617)  loss_giou: 0.4311 (0.4769)  loss_giou_aux_0: 0.4681 (0.4991)  loss_giou_aux_1: 0.4524 (0.4852)  loss_giou_aux_2: 0.4466 (0.4807)  loss_giou_aux_3: 0.4393 (0.4766)  loss_giou_aux_4: 0.4285 (0.4770)  loss_giou_aux_5: 0.5142 (0.5610)  loss_giou_dn_0: 0.5647 (0.5810)  loss_giou_dn_1: 0.4539 (0.4727)  loss_giou_dn_2: 0.4216 (0.4409)  loss_giou_dn_3: 0.4130 (0.4331)  loss_giou_dn_4: 0.4093 (0.4310)  loss_giou_dn_5: 0.4093 (0.4312)  loss_vfl: 0.6298 (0.6560)  loss_vfl_aux_0: 0.7206 (0.7674)  loss_vfl_aux_1: 0.6712 (0.7170)  loss_vfl_aux_2: 0.6540 (0.6844)  loss_vfl_aux_3: 0.6292 (0.6706)  loss_vfl_aux_4: 0.6202 (0.6605)  loss_vfl_aux_5: 0.7233 (0.7546)  loss_vfl_dn_0: 0.4488 (0.4503)  loss_vfl_dn_1: 0.3824 (0.3854)  loss_vfl_dn_2: 0.3649 (0.3685)  loss_vfl_dn_3: 0.3573 (0.3615)  loss_vfl_dn_4: 0.3553 (0.3587)  loss_vfl_dn_5: 0.3548 (0.3579)  time: 0.4865  data: 0.0146  max mem: 5654
Epoch: [50]  [ 200/7393]  eta: 1:00:40  lr: 0.000010  loss: 15.0984 (15.6887)  loss_bbox: 0.1384 (0.1508)  loss_bbox_aux_0: 0.1513 (0.1623)  loss_bbox_aux_1: 0.1374 (0.1567)  loss_bbox_aux_2: 0.1369 (0.1528)  loss_bbox_aux_3: 0.1318 (0.1508)  loss_bbox_aux_4: 0.1389 (0.1508)  loss_bbox_aux_5: 0.1820 (0.1988)  loss_bbox_dn_0: 0.2180 (0.2611)  loss_bbox_dn_1: 0.1706 (0.1913)  loss_bbox_dn_2: 0.1585 (0.1703)  loss_bbox_dn_3: 0.1517 (0.1643)  loss_bbox_dn_4: 0.1451 (0.1628)  loss_bbox_dn_5: 0.1449 (0.1628)  loss_giou: 0.4685 (0.4761)  loss_giou_aux_0: 0.4842 (0.4997)  loss_giou_aux_1: 0.4757 (0.4857)  loss_giou_aux_2: 0.4757 (0.4797)  loss_giou_aux_3: 0.4688 (0.4760)  loss_giou_aux_4: 0.4719 (0.4763)  loss_giou_aux_5: 0.5583 (0.5628)  loss_giou_dn_0: 0.5652 (0.5782)  loss_giou_dn_1: 0.4525 (0.4707)  loss_giou_dn_2: 0.4268 (0.4399)  loss_giou_dn_3: 0.4225 (0.4321)  loss_giou_dn_4: 0.4212 (0.4301)  loss_giou_dn_5: 0.4213 (0.4303)  loss_vfl: 0.6610 (0.6606)  loss_vfl_aux_0: 0.7541 (0.7671)  loss_vfl_aux_1: 0.6985 (0.7170)  loss_vfl_aux_2: 0.6719 (0.6920)  loss_vfl_aux_3: 0.6554 (0.6746)  loss_vfl_aux_4: 0.6523 (0.6649)  loss_vfl_aux_5: 0.7488 (0.7555)  loss_vfl_dn_0: 0.4474 (0.4504)  loss_vfl_dn_1: 0.3828 (0.3852)  loss_vfl_dn_2: 0.3684 (0.3690)  loss_vfl_dn_3: 0.3642 (0.3618)  loss_vfl_dn_4: 0.3610 (0.3589)  loss_vfl_dn_5: 0.3609 (0.3584)  time: 0.4828  data: 0.0152  max mem: 5654
Epoch: [50]  [ 300/7393]  eta: 0:58:54  lr: 0.000010  loss: 15.1015 (15.6437)  loss_bbox: 0.1501 (0.1505)  loss_bbox_aux_0: 0.1424 (0.1626)  loss_bbox_aux_1: 0.1498 (0.1564)  loss_bbox_aux_2: 0.1502 (0.1520)  loss_bbox_aux_3: 0.1506 (0.1506)  loss_bbox_aux_4: 0.1466 (0.1503)  loss_bbox_aux_5: 0.1951 (0.1987)  loss_bbox_dn_0: 0.2455 (0.2601)  loss_bbox_dn_1: 0.1772 (0.1903)  loss_bbox_dn_2: 0.1646 (0.1693)  loss_bbox_dn_3: 0.1576 (0.1632)  loss_bbox_dn_4: 0.1579 (0.1617)  loss_bbox_dn_5: 0.1579 (0.1618)  loss_giou: 0.4689 (0.4747)  loss_giou_aux_0: 0.4650 (0.4980)  loss_giou_aux_1: 0.4677 (0.4847)  loss_giou_aux_2: 0.4618 (0.4782)  loss_giou_aux_3: 0.4636 (0.4754)  loss_giou_aux_4: 0.4712 (0.4751)  loss_giou_aux_5: 0.5271 (0.5603)  loss_giou_dn_0: 0.5792 (0.5745)  loss_giou_dn_1: 0.4606 (0.4673)  loss_giou_dn_2: 0.4248 (0.4367)  loss_giou_dn_3: 0.4124 (0.4287)  loss_giou_dn_4: 0.4079 (0.4267)  loss_giou_dn_5: 0.4081 (0.4269)  loss_vfl: 0.6534 (0.6617)  loss_vfl_aux_0: 0.7437 (0.7656)  loss_vfl_aux_1: 0.7044 (0.7166)  loss_vfl_aux_2: 0.6869 (0.6930)  loss_vfl_aux_3: 0.6786 (0.6744)  loss_vfl_aux_4: 0.6547 (0.6661)  loss_vfl_aux_5: 0.7332 (0.7546)  loss_vfl_dn_0: 0.4429 (0.4495)  loss_vfl_dn_1: 0.3776 (0.3839)  loss_vfl_dn_2: 0.3645 (0.3681)  loss_vfl_dn_3: 0.3584 (0.3607)  loss_vfl_dn_4: 0.3589 (0.3578)  loss_vfl_dn_5: 0.3582 (0.3572)  time: 0.4886  data: 0.0152  max mem: 5654
Epoch: [50]  [ 400/7393]  eta: 0:57:37  lr: 0.000010  loss: 15.5856 (15.5926)  loss_bbox: 0.1407 (0.1496)  loss_bbox_aux_0: 0.1588 (0.1619)  loss_bbox_aux_1: 0.1460 (0.1553)  loss_bbox_aux_2: 0.1443 (0.1513)  loss_bbox_aux_3: 0.1419 (0.1496)  loss_bbox_aux_4: 0.1423 (0.1494)  loss_bbox_aux_5: 0.1844 (0.1979)  loss_bbox_dn_0: 0.2405 (0.2596)  loss_bbox_dn_1: 0.1738 (0.1902)  loss_bbox_dn_2: 0.1589 (0.1692)  loss_bbox_dn_3: 0.1513 (0.1631)  loss_bbox_dn_4: 0.1473 (0.1615)  loss_bbox_dn_5: 0.1473 (0.1615)  loss_giou: 0.4606 (0.4709)  loss_giou_aux_0: 0.4664 (0.4936)  loss_giou_aux_1: 0.4434 (0.4802)  loss_giou_aux_2: 0.4584 (0.4742)  loss_giou_aux_3: 0.4467 (0.4714)  loss_giou_aux_4: 0.4606 (0.4710)  loss_giou_aux_5: 0.5121 (0.5556)  loss_giou_dn_0: 0.5494 (0.5726)  loss_giou_dn_1: 0.4503 (0.4654)  loss_giou_dn_2: 0.4173 (0.4348)  loss_giou_dn_3: 0.4058 (0.4266)  loss_giou_dn_4: 0.4044 (0.4245)  loss_giou_dn_5: 0.4045 (0.4247)  loss_vfl: 0.6518 (0.6622)  loss_vfl_aux_0: 0.7519 (0.7650)  loss_vfl_aux_1: 0.7110 (0.7165)  loss_vfl_aux_2: 0.6823 (0.6920)  loss_vfl_aux_3: 0.6710 (0.6756)  loss_vfl_aux_4: 0.6523 (0.6666)  loss_vfl_aux_5: 0.7582 (0.7537)  loss_vfl_dn_0: 0.4541 (0.4491)  loss_vfl_dn_1: 0.3844 (0.3834)  loss_vfl_dn_2: 0.3721 (0.3678)  loss_vfl_dn_3: 0.3653 (0.3605)  loss_vfl_dn_4: 0.3602 (0.3576)  loss_vfl_dn_5: 0.3590 (0.3570)  time: 0.4784  data: 0.0152  max mem: 5654
Epoch: [50]  [ 500/7393]  eta: 0:56:32  lr: 0.000010  loss: 15.2245 (15.5840)  loss_bbox: 0.1432 (0.1498)  loss_bbox_aux_0: 0.1615 (0.1617)  loss_bbox_aux_1: 0.1457 (0.1554)  loss_bbox_aux_2: 0.1434 (0.1513)  loss_bbox_aux_3: 0.1423 (0.1497)  loss_bbox_aux_4: 0.1469 (0.1496)  loss_bbox_aux_5: 0.1902 (0.1978)  loss_bbox_dn_0: 0.2528 (0.2607)  loss_bbox_dn_1: 0.1722 (0.1911)  loss_bbox_dn_2: 0.1525 (0.1698)  loss_bbox_dn_3: 0.1457 (0.1637)  loss_bbox_dn_4: 0.1442 (0.1622)  loss_bbox_dn_5: 0.1437 (0.1622)  loss_giou: 0.4597 (0.4696)  loss_giou_aux_0: 0.4620 (0.4921)  loss_giou_aux_1: 0.4518 (0.4787)  loss_giou_aux_2: 0.4576 (0.4728)  loss_giou_aux_3: 0.4609 (0.4700)  loss_giou_aux_4: 0.4602 (0.4697)  loss_giou_aux_5: 0.5437 (0.5549)  loss_giou_dn_0: 0.5580 (0.5722)  loss_giou_dn_1: 0.4541 (0.4651)  loss_giou_dn_2: 0.4181 (0.4346)  loss_giou_dn_3: 0.4112 (0.4263)  loss_giou_dn_4: 0.4085 (0.4242)  loss_giou_dn_5: 0.4085 (0.4244)  loss_vfl: 0.6457 (0.6618)  loss_vfl_aux_0: 0.7436 (0.7656)  loss_vfl_aux_1: 0.7000 (0.7164)  loss_vfl_aux_2: 0.6794 (0.6919)  loss_vfl_aux_3: 0.6661 (0.6755)  loss_vfl_aux_4: 0.6520 (0.6660)  loss_vfl_aux_5: 0.7496 (0.7527)  loss_vfl_dn_0: 0.4467 (0.4490)  loss_vfl_dn_1: 0.3775 (0.3832)  loss_vfl_dn_2: 0.3650 (0.3676)  loss_vfl_dn_3: 0.3592 (0.3601)  loss_vfl_dn_4: 0.3575 (0.3573)  loss_vfl_dn_5: 0.3564 (0.3567)  time: 0.4834  data: 0.0140  max mem: 5654
Epoch: [50]  [ 600/7393]  eta: 0:55:29  lr: 0.000010  loss: 15.4602 (15.6235)  loss_bbox: 0.1489 (0.1510)  loss_bbox_aux_0: 0.1610 (0.1629)  loss_bbox_aux_1: 0.1485 (0.1562)  loss_bbox_aux_2: 0.1488 (0.1524)  loss_bbox_aux_3: 0.1481 (0.1508)  loss_bbox_aux_4: 0.1514 (0.1509)  loss_bbox_aux_5: 0.1930 (0.1983)  loss_bbox_dn_0: 0.2591 (0.2601)  loss_bbox_dn_1: 0.1927 (0.1910)  loss_bbox_dn_2: 0.1708 (0.1702)  loss_bbox_dn_3: 0.1620 (0.1640)  loss_bbox_dn_4: 0.1610 (0.1625)  loss_bbox_dn_5: 0.1611 (0.1625)  loss_giou: 0.4767 (0.4742)  loss_giou_aux_0: 0.5207 (0.4970)  loss_giou_aux_1: 0.4912 (0.4831)  loss_giou_aux_2: 0.4829 (0.4778)  loss_giou_aux_3: 0.4754 (0.4745)  loss_giou_aux_4: 0.4801 (0.4744)  loss_giou_aux_5: 0.5696 (0.5594)  loss_giou_dn_0: 0.5671 (0.5742)  loss_giou_dn_1: 0.4726 (0.4673)  loss_giou_dn_2: 0.4413 (0.4368)  loss_giou_dn_3: 0.4358 (0.4285)  loss_giou_dn_4: 0.4353 (0.4264)  loss_giou_dn_5: 0.4357 (0.4266)  loss_vfl: 0.6464 (0.6599)  loss_vfl_aux_0: 0.7022 (0.7616)  loss_vfl_aux_1: 0.6984 (0.7149)  loss_vfl_aux_2: 0.6700 (0.6893)  loss_vfl_aux_3: 0.6696 (0.6742)  loss_vfl_aux_4: 0.6514 (0.6638)  loss_vfl_aux_5: 0.7185 (0.7507)  loss_vfl_dn_0: 0.4454 (0.4490)  loss_vfl_dn_1: 0.3841 (0.3834)  loss_vfl_dn_2: 0.3672 (0.3679)  loss_vfl_dn_3: 0.3581 (0.3606)  loss_vfl_dn_4: 0.3546 (0.3578)  loss_vfl_dn_5: 0.3548 (0.3572)  time: 0.4824  data: 0.0140  max mem: 5654
Epoch: [50]  [ 700/7393]  eta: 0:54:32  lr: 0.000010  loss: 15.3104 (15.5985)  loss_bbox: 0.1376 (0.1517)  loss_bbox_aux_0: 0.1514 (0.1639)  loss_bbox_aux_1: 0.1476 (0.1568)  loss_bbox_aux_2: 0.1465 (0.1532)  loss_bbox_aux_3: 0.1431 (0.1516)  loss_bbox_aux_4: 0.1402 (0.1517)  loss_bbox_aux_5: 0.1842 (0.1995)  loss_bbox_dn_0: 0.2471 (0.2624)  loss_bbox_dn_1: 0.1723 (0.1926)  loss_bbox_dn_2: 0.1449 (0.1716)  loss_bbox_dn_3: 0.1425 (0.1654)  loss_bbox_dn_4: 0.1424 (0.1639)  loss_bbox_dn_5: 0.1424 (0.1639)  loss_giou: 0.4589 (0.4703)  loss_giou_aux_0: 0.4706 (0.4934)  loss_giou_aux_1: 0.4607 (0.4791)  loss_giou_aux_2: 0.4627 (0.4738)  loss_giou_aux_3: 0.4622 (0.4705)  loss_giou_aux_4: 0.4588 (0.4707)  loss_giou_aux_5: 0.5218 (0.5559)  loss_giou_dn_0: 0.5637 (0.5717)  loss_giou_dn_1: 0.4618 (0.4646)  loss_giou_dn_2: 0.4332 (0.4341)  loss_giou_dn_3: 0.4270 (0.4257)  loss_giou_dn_4: 0.4242 (0.4235)  loss_giou_dn_5: 0.4241 (0.4237)  loss_vfl: 0.6472 (0.6604)  loss_vfl_aux_0: 0.7550 (0.7623)  loss_vfl_aux_1: 0.7160 (0.7166)  loss_vfl_aux_2: 0.6811 (0.6901)  loss_vfl_aux_3: 0.6726 (0.6750)  loss_vfl_aux_4: 0.6553 (0.6640)  loss_vfl_aux_5: 0.7570 (0.7518)  loss_vfl_dn_0: 0.4465 (0.4489)  loss_vfl_dn_1: 0.3819 (0.3829)  loss_vfl_dn_2: 0.3672 (0.3674)  loss_vfl_dn_3: 0.3595 (0.3600)  loss_vfl_dn_4: 0.3566 (0.3572)  loss_vfl_dn_5: 0.3570 (0.3566)  time: 0.4804  data: 0.0137  max mem: 5654
Epoch: [50]  [ 800/7393]  eta: 0:53:40  lr: 0.000010  loss: 15.5539 (15.6057)  loss_bbox: 0.1524 (0.1522)  loss_bbox_aux_0: 0.1591 (0.1644)  loss_bbox_aux_1: 0.1643 (0.1573)  loss_bbox_aux_2: 0.1540 (0.1537)  loss_bbox_aux_3: 0.1441 (0.1519)  loss_bbox_aux_4: 0.1493 (0.1522)  loss_bbox_aux_5: 0.2135 (0.2003)  loss_bbox_dn_0: 0.2630 (0.2641)  loss_bbox_dn_1: 0.1888 (0.1938)  loss_bbox_dn_2: 0.1740 (0.1729)  loss_bbox_dn_3: 0.1713 (0.1668)  loss_bbox_dn_4: 0.1701 (0.1652)  loss_bbox_dn_5: 0.1701 (0.1652)  loss_giou: 0.4409 (0.4686)  loss_giou_aux_0: 0.4549 (0.4918)  loss_giou_aux_1: 0.4506 (0.4776)  loss_giou_aux_2: 0.4483 (0.4723)  loss_giou_aux_3: 0.4403 (0.4687)  loss_giou_aux_4: 0.4415 (0.4691)  loss_giou_aux_5: 0.5010 (0.5547)  loss_giou_dn_0: 0.5342 (0.5706)  loss_giou_dn_1: 0.4275 (0.4635)  loss_giou_dn_2: 0.3965 (0.4331)  loss_giou_dn_3: 0.3918 (0.4248)  loss_giou_dn_4: 0.3897 (0.4227)  loss_giou_dn_5: 0.3900 (0.4229)  loss_vfl: 0.6817 (0.6619)  loss_vfl_aux_0: 0.8155 (0.7643)  loss_vfl_aux_1: 0.7618 (0.7183)  loss_vfl_aux_2: 0.7184 (0.6913)  loss_vfl_aux_3: 0.7112 (0.6766)  loss_vfl_aux_4: 0.6989 (0.6655)  loss_vfl_aux_5: 0.7927 (0.7537)  loss_vfl_dn_0: 0.4506 (0.4493)  loss_vfl_dn_1: 0.3809 (0.3831)  loss_vfl_dn_2: 0.3666 (0.3674)  loss_vfl_dn_3: 0.3593 (0.3601)  loss_vfl_dn_4: 0.3561 (0.3572)  loss_vfl_dn_5: 0.3548 (0.3566)  time: 0.4988  data: 0.0149  max mem: 5654
Epoch: [50]  [ 900/7393]  eta: 0:52:45  lr: 0.000010  loss: 15.4775 (15.6236)  loss_bbox: 0.1568 (0.1523)  loss_bbox_aux_0: 0.1786 (0.1645)  loss_bbox_aux_1: 0.1666 (0.1574)  loss_bbox_aux_2: 0.1514 (0.1538)  loss_bbox_aux_3: 0.1594 (0.1522)  loss_bbox_aux_4: 0.1567 (0.1523)  loss_bbox_aux_5: 0.2076 (0.2004)  loss_bbox_dn_0: 0.2717 (0.2646)  loss_bbox_dn_1: 0.2083 (0.1942)  loss_bbox_dn_2: 0.1909 (0.1733)  loss_bbox_dn_3: 0.1869 (0.1672)  loss_bbox_dn_4: 0.1838 (0.1657)  loss_bbox_dn_5: 0.1837 (0.1657)  loss_giou: 0.4156 (0.4687)  loss_giou_aux_0: 0.4531 (0.4919)  loss_giou_aux_1: 0.4222 (0.4776)  loss_giou_aux_2: 0.4137 (0.4724)  loss_giou_aux_3: 0.4114 (0.4690)  loss_giou_aux_4: 0.4103 (0.4691)  loss_giou_aux_5: 0.4986 (0.5551)  loss_giou_dn_0: 0.5571 (0.5714)  loss_giou_dn_1: 0.4362 (0.4642)  loss_giou_dn_2: 0.4047 (0.4339)  loss_giou_dn_3: 0.3947 (0.4255)  loss_giou_dn_4: 0.3936 (0.4234)  loss_giou_dn_5: 0.3938 (0.4236)  loss_vfl: 0.6662 (0.6629)  loss_vfl_aux_0: 0.7549 (0.7656)  loss_vfl_aux_1: 0.6962 (0.7191)  loss_vfl_aux_2: 0.6836 (0.6920)  loss_vfl_aux_3: 0.6826 (0.6776)  loss_vfl_aux_4: 0.6695 (0.6665)  loss_vfl_aux_5: 0.7479 (0.7546)  loss_vfl_dn_0: 0.4517 (0.4496)  loss_vfl_dn_1: 0.3837 (0.3835)  loss_vfl_dn_2: 0.3680 (0.3677)  loss_vfl_dn_3: 0.3626 (0.3604)  loss_vfl_dn_4: 0.3596 (0.3575)  loss_vfl_dn_5: 0.3601 (0.3569)  time: 0.4717  data: 0.0142  max mem: 5654
Epoch: [50]  [1000/7393]  eta: 0:51:54  lr: 0.000010  loss: 15.1129 (15.6129)  loss_bbox: 0.1358 (0.1521)  loss_bbox_aux_0: 0.1453 (0.1645)  loss_bbox_aux_1: 0.1377 (0.1573)  loss_bbox_aux_2: 0.1375 (0.1537)  loss_bbox_aux_3: 0.1375 (0.1520)  loss_bbox_aux_4: 0.1372 (0.1522)  loss_bbox_aux_5: 0.1746 (0.2006)  loss_bbox_dn_0: 0.2318 (0.2650)  loss_bbox_dn_1: 0.1680 (0.1945)  loss_bbox_dn_2: 0.1559 (0.1735)  loss_bbox_dn_3: 0.1506 (0.1673)  loss_bbox_dn_4: 0.1499 (0.1658)  loss_bbox_dn_5: 0.1499 (0.1658)  loss_giou: 0.4498 (0.4669)  loss_giou_aux_0: 0.4761 (0.4904)  loss_giou_aux_1: 0.4703 (0.4760)  loss_giou_aux_2: 0.4553 (0.4708)  loss_giou_aux_3: 0.4502 (0.4671)  loss_giou_aux_4: 0.4499 (0.4674)  loss_giou_aux_5: 0.5472 (0.5537)  loss_giou_dn_0: 0.5663 (0.5705)  loss_giou_dn_1: 0.4569 (0.4632)  loss_giou_dn_2: 0.4275 (0.4329)  loss_giou_dn_3: 0.4232 (0.4245)  loss_giou_dn_4: 0.4194 (0.4223)  loss_giou_dn_5: 0.4196 (0.4225)  loss_vfl: 0.6507 (0.6639)  loss_vfl_aux_0: 0.7528 (0.7668)  loss_vfl_aux_1: 0.7096 (0.7201)  loss_vfl_aux_2: 0.6706 (0.6929)  loss_vfl_aux_3: 0.6503 (0.6788)  loss_vfl_aux_4: 0.6575 (0.6674)  loss_vfl_aux_5: 0.7136 (0.7549)  loss_vfl_dn_0: 0.4428 (0.4497)  loss_vfl_dn_1: 0.3865 (0.3835)  loss_vfl_dn_2: 0.3669 (0.3677)  loss_vfl_dn_3: 0.3586 (0.3603)  loss_vfl_dn_4: 0.3576 (0.3575)  loss_vfl_dn_5: 0.3581 (0.3569)  time: 0.4853  data: 0.0143  max mem: 5654
Epoch: [50]  [1100/7393]  eta: 0:50:58  lr: 0.000010  loss: 15.3473 (15.6167)  loss_bbox: 0.1526 (0.1519)  loss_bbox_aux_0: 0.1761 (0.1643)  loss_bbox_aux_1: 0.1661 (0.1571)  loss_bbox_aux_2: 0.1505 (0.1535)  loss_bbox_aux_3: 0.1544 (0.1518)  loss_bbox_aux_4: 0.1516 (0.1520)  loss_bbox_aux_5: 0.2163 (0.2006)  loss_bbox_dn_0: 0.3086 (0.2645)  loss_bbox_dn_1: 0.2334 (0.1942)  loss_bbox_dn_2: 0.1961 (0.1733)  loss_bbox_dn_3: 0.1892 (0.1671)  loss_bbox_dn_4: 0.1868 (0.1656)  loss_bbox_dn_5: 0.1868 (0.1656)  loss_giou: 0.4173 (0.4671)  loss_giou_aux_0: 0.4360 (0.4906)  loss_giou_aux_1: 0.4318 (0.4764)  loss_giou_aux_2: 0.4249 (0.4710)  loss_giou_aux_3: 0.4190 (0.4674)  loss_giou_aux_4: 0.4181 (0.4675)  loss_giou_aux_5: 0.4971 (0.5540)  loss_giou_dn_0: 0.5737 (0.5708)  loss_giou_dn_1: 0.4697 (0.4636)  loss_giou_dn_2: 0.4382 (0.4331)  loss_giou_dn_3: 0.4279 (0.4248)  loss_giou_dn_4: 0.4245 (0.4226)  loss_giou_dn_5: 0.4245 (0.4228)  loss_vfl: 0.6885 (0.6646)  loss_vfl_aux_0: 0.7979 (0.7669)  loss_vfl_aux_1: 0.7394 (0.7200)  loss_vfl_aux_2: 0.7148 (0.6935)  loss_vfl_aux_3: 0.7110 (0.6793)  loss_vfl_aux_4: 0.6854 (0.6683)  loss_vfl_aux_5: 0.7468 (0.7546)  loss_vfl_dn_0: 0.4513 (0.4497)  loss_vfl_dn_1: 0.3821 (0.3836)  loss_vfl_dn_2: 0.3639 (0.3677)  loss_vfl_dn_3: 0.3573 (0.3604)  loss_vfl_dn_4: 0.3526 (0.3576)  loss_vfl_dn_5: 0.3532 (0.3570)  time: 0.4737  data: 0.0145  max mem: 5654
Epoch: [50]  [1200/7393]  eta: 0:50:09  lr: 0.000010  loss: 15.7110 (15.6043)  loss_bbox: 0.1478 (0.1516)  loss_bbox_aux_0: 0.1724 (0.1639)  loss_bbox_aux_1: 0.1672 (0.1568)  loss_bbox_aux_2: 0.1487 (0.1531)  loss_bbox_aux_3: 0.1457 (0.1515)  loss_bbox_aux_4: 0.1457 (0.1517)  loss_bbox_aux_5: 0.1973 (0.2002)  loss_bbox_dn_0: 0.2903 (0.2638)  loss_bbox_dn_1: 0.2129 (0.1936)  loss_bbox_dn_2: 0.1951 (0.1727)  loss_bbox_dn_3: 0.1886 (0.1667)  loss_bbox_dn_4: 0.1875 (0.1652)  loss_bbox_dn_5: 0.1875 (0.1652)  loss_giou: 0.4213 (0.4667)  loss_giou_aux_0: 0.4446 (0.4899)  loss_giou_aux_1: 0.4329 (0.4760)  loss_giou_aux_2: 0.4244 (0.4704)  loss_giou_aux_3: 0.4263 (0.4670)  loss_giou_aux_4: 0.4207 (0.4669)  loss_giou_aux_5: 0.4937 (0.5533)  loss_giou_dn_0: 0.5248 (0.5702)  loss_giou_dn_1: 0.4153 (0.4631)  loss_giou_dn_2: 0.3871 (0.4326)  loss_giou_dn_3: 0.3753 (0.4243)  loss_giou_dn_4: 0.3709 (0.4222)  loss_giou_dn_5: 0.3709 (0.4223)  loss_vfl: 0.6797 (0.6648)  loss_vfl_aux_0: 0.7776 (0.7669)  loss_vfl_aux_1: 0.7294 (0.7199)  loss_vfl_aux_2: 0.7292 (0.6939)  loss_vfl_aux_3: 0.6928 (0.6793)  loss_vfl_aux_4: 0.6876 (0.6688)  loss_vfl_aux_5: 0.7822 (0.7549)  loss_vfl_dn_0: 0.4494 (0.4494)  loss_vfl_dn_1: 0.3790 (0.3833)  loss_vfl_dn_2: 0.3656 (0.3674)  loss_vfl_dn_3: 0.3570 (0.3602)  loss_vfl_dn_4: 0.3537 (0.3574)  loss_vfl_dn_5: 0.3528 (0.3568)  time: 0.4968  data: 0.0139  max mem: 5654
Epoch: [50]  [1300/7393]  eta: 0:49:18  lr: 0.000010  loss: 15.0008 (15.6010)  loss_bbox: 0.1481 (0.1509)  loss_bbox_aux_0: 0.1592 (0.1633)  loss_bbox_aux_1: 0.1485 (0.1561)  loss_bbox_aux_2: 0.1481 (0.1524)  loss_bbox_aux_3: 0.1491 (0.1509)  loss_bbox_aux_4: 0.1456 (0.1509)  loss_bbox_aux_5: 0.1881 (0.1993)  loss_bbox_dn_0: 0.2343 (0.2625)  loss_bbox_dn_1: 0.1822 (0.1926)  loss_bbox_dn_2: 0.1707 (0.1719)  loss_bbox_dn_3: 0.1637 (0.1658)  loss_bbox_dn_4: 0.1607 (0.1644)  loss_bbox_dn_5: 0.1607 (0.1644)  loss_giou: 0.4134 (0.4674)  loss_giou_aux_0: 0.4369 (0.4907)  loss_giou_aux_1: 0.4190 (0.4769)  loss_giou_aux_2: 0.4244 (0.4713)  loss_giou_aux_3: 0.4247 (0.4678)  loss_giou_aux_4: 0.4129 (0.4676)  loss_giou_aux_5: 0.5108 (0.5542)  loss_giou_dn_0: 0.5442 (0.5710)  loss_giou_dn_1: 0.4296 (0.4639)  loss_giou_dn_2: 0.4038 (0.4334)  loss_giou_dn_3: 0.3955 (0.4250)  loss_giou_dn_4: 0.3937 (0.4229)  loss_giou_dn_5: 0.3940 (0.4231)  loss_vfl: 0.6587 (0.6646)  loss_vfl_aux_0: 0.7683 (0.7661)  loss_vfl_aux_1: 0.7166 (0.7192)  loss_vfl_aux_2: 0.6850 (0.6934)  loss_vfl_aux_3: 0.6691 (0.6789)  loss_vfl_aux_4: 0.6594 (0.6687)  loss_vfl_aux_5: 0.7470 (0.7542)  loss_vfl_dn_0: 0.4427 (0.4493)  loss_vfl_dn_1: 0.3809 (0.3833)  loss_vfl_dn_2: 0.3618 (0.3676)  loss_vfl_dn_3: 0.3571 (0.3603)  loss_vfl_dn_4: 0.3522 (0.3576)  loss_vfl_dn_5: 0.3518 (0.3570)  time: 0.4831  data: 0.0137  max mem: 5654
Epoch: [50]  [1400/7393]  eta: 0:48:28  lr: 0.000010  loss: 14.9323 (15.5952)  loss_bbox: 0.1509 (0.1509)  loss_bbox_aux_0: 0.1601 (0.1631)  loss_bbox_aux_1: 0.1480 (0.1560)  loss_bbox_aux_2: 0.1460 (0.1523)  loss_bbox_aux_3: 0.1468 (0.1509)  loss_bbox_aux_4: 0.1522 (0.1509)  loss_bbox_aux_5: 0.1951 (0.1992)  loss_bbox_dn_0: 0.2592 (0.2625)  loss_bbox_dn_1: 0.1813 (0.1926)  loss_bbox_dn_2: 0.1627 (0.1720)  loss_bbox_dn_3: 0.1556 (0.1659)  loss_bbox_dn_4: 0.1547 (0.1644)  loss_bbox_dn_5: 0.1547 (0.1644)  loss_giou: 0.4294 (0.4668)  loss_giou_aux_0: 0.4286 (0.4900)  loss_giou_aux_1: 0.4086 (0.4762)  loss_giou_aux_2: 0.4218 (0.4706)  loss_giou_aux_3: 0.4246 (0.4673)  loss_giou_aux_4: 0.4240 (0.4670)  loss_giou_aux_5: 0.4853 (0.5537)  loss_giou_dn_0: 0.5461 (0.5708)  loss_giou_dn_1: 0.4333 (0.4638)  loss_giou_dn_2: 0.4010 (0.4333)  loss_giou_dn_3: 0.3976 (0.4249)  loss_giou_dn_4: 0.3952 (0.4228)  loss_giou_dn_5: 0.3957 (0.4230)  loss_vfl: 0.6460 (0.6647)  loss_vfl_aux_0: 0.7673 (0.7660)  loss_vfl_aux_1: 0.7090 (0.7191)  loss_vfl_aux_2: 0.6817 (0.6932)  loss_vfl_aux_3: 0.6703 (0.6787)  loss_vfl_aux_4: 0.6537 (0.6687)  loss_vfl_aux_5: 0.7689 (0.7544)  loss_vfl_dn_0: 0.4466 (0.4493)  loss_vfl_dn_1: 0.3789 (0.3833)  loss_vfl_dn_2: 0.3593 (0.3676)  loss_vfl_dn_3: 0.3517 (0.3602)  loss_vfl_dn_4: 0.3496 (0.3576)  loss_vfl_dn_5: 0.3492 (0.3569)  time: 0.4866  data: 0.0141  max mem: 5654
Epoch: [50]  [1500/7393]  eta: 0:47:39  lr: 0.000010  loss: 15.1944 (15.5915)  loss_bbox: 0.1374 (0.1505)  loss_bbox_aux_0: 0.1590 (0.1630)  loss_bbox_aux_1: 0.1432 (0.1557)  loss_bbox_aux_2: 0.1417 (0.1521)  loss_bbox_aux_3: 0.1420 (0.1505)  loss_bbox_aux_4: 0.1386 (0.1505)  loss_bbox_aux_5: 0.1867 (0.1992)  loss_bbox_dn_0: 0.2648 (0.2631)  loss_bbox_dn_1: 0.1872 (0.1929)  loss_bbox_dn_2: 0.1595 (0.1722)  loss_bbox_dn_3: 0.1569 (0.1662)  loss_bbox_dn_4: 0.1569 (0.1647)  loss_bbox_dn_5: 0.1569 (0.1647)  loss_giou: 0.4310 (0.4661)  loss_giou_aux_0: 0.4557 (0.4896)  loss_giou_aux_1: 0.4371 (0.4757)  loss_giou_aux_2: 0.4453 (0.4701)  loss_giou_aux_3: 0.4359 (0.4666)  loss_giou_aux_4: 0.4335 (0.4663)  loss_giou_aux_5: 0.5399 (0.5534)  loss_giou_dn_0: 0.5463 (0.5707)  loss_giou_dn_1: 0.4338 (0.4636)  loss_giou_dn_2: 0.4026 (0.4330)  loss_giou_dn_3: 0.3929 (0.4247)  loss_giou_dn_4: 0.3886 (0.4225)  loss_giou_dn_5: 0.3888 (0.4227)  loss_vfl: 0.6663 (0.6654)  loss_vfl_aux_0: 0.7702 (0.7661)  loss_vfl_aux_1: 0.7232 (0.7194)  loss_vfl_aux_2: 0.6788 (0.6934)  loss_vfl_aux_3: 0.6609 (0.6791)  loss_vfl_aux_4: 0.6843 (0.6694)  loss_vfl_aux_5: 0.7450 (0.7546)  loss_vfl_dn_0: 0.4468 (0.4492)  loss_vfl_dn_1: 0.3753 (0.3831)  loss_vfl_dn_2: 0.3612 (0.3673)  loss_vfl_dn_3: 0.3533 (0.3600)  loss_vfl_dn_4: 0.3509 (0.3574)  loss_vfl_dn_5: 0.3490 (0.3567)  time: 0.4842  data: 0.0135  max mem: 5654
Epoch: [50]  [1600/7393]  eta: 0:46:48  lr: 0.000010  loss: 15.3443 (15.5779)  loss_bbox: 0.1343 (0.1502)  loss_bbox_aux_0: 0.1472 (0.1628)  loss_bbox_aux_1: 0.1416 (0.1555)  loss_bbox_aux_2: 0.1346 (0.1519)  loss_bbox_aux_3: 0.1326 (0.1502)  loss_bbox_aux_4: 0.1343 (0.1502)  loss_bbox_aux_5: 0.1832 (0.1989)  loss_bbox_dn_0: 0.2462 (0.2627)  loss_bbox_dn_1: 0.1719 (0.1926)  loss_bbox_dn_2: 0.1477 (0.1718)  loss_bbox_dn_3: 0.1429 (0.1658)  loss_bbox_dn_4: 0.1413 (0.1643)  loss_bbox_dn_5: 0.1413 (0.1643)  loss_giou: 0.4437 (0.4655)  loss_giou_aux_0: 0.4773 (0.4889)  loss_giou_aux_1: 0.4630 (0.4751)  loss_giou_aux_2: 0.4602 (0.4695)  loss_giou_aux_3: 0.4477 (0.4661)  loss_giou_aux_4: 0.4496 (0.4656)  loss_giou_aux_5: 0.5347 (0.5528)  loss_giou_dn_0: 0.5601 (0.5703)  loss_giou_dn_1: 0.4601 (0.4632)  loss_giou_dn_2: 0.4263 (0.4326)  loss_giou_dn_3: 0.4173 (0.4242)  loss_giou_dn_4: 0.4172 (0.4221)  loss_giou_dn_5: 0.4171 (0.4223)  loss_vfl: 0.6648 (0.6653)  loss_vfl_aux_0: 0.7488 (0.7659)  loss_vfl_aux_1: 0.7159 (0.7191)  loss_vfl_aux_2: 0.6967 (0.6931)  loss_vfl_aux_3: 0.6826 (0.6788)  loss_vfl_aux_4: 0.6715 (0.6693)  loss_vfl_aux_5: 0.7407 (0.7543)  loss_vfl_dn_0: 0.4467 (0.4490)  loss_vfl_dn_1: 0.3816 (0.3830)  loss_vfl_dn_2: 0.3688 (0.3672)  loss_vfl_dn_3: 0.3594 (0.3599)  loss_vfl_dn_4: 0.3588 (0.3572)  loss_vfl_dn_5: 0.3562 (0.3565)  time: 0.4836  data: 0.0137  max mem: 5654
Epoch: [50]  [1700/7393]  eta: 0:45:59  lr: 0.000010  loss: 15.3998 (15.5860)  loss_bbox: 0.1513 (0.1501)  loss_bbox_aux_0: 0.1544 (0.1628)  loss_bbox_aux_1: 0.1505 (0.1555)  loss_bbox_aux_2: 0.1526 (0.1519)  loss_bbox_aux_3: 0.1422 (0.1501)  loss_bbox_aux_4: 0.1441 (0.1501)  loss_bbox_aux_5: 0.1979 (0.1989)  loss_bbox_dn_0: 0.2331 (0.2622)  loss_bbox_dn_1: 0.1741 (0.1922)  loss_bbox_dn_2: 0.1546 (0.1716)  loss_bbox_dn_3: 0.1521 (0.1655)  loss_bbox_dn_4: 0.1514 (0.1641)  loss_bbox_dn_5: 0.1515 (0.1641)  loss_giou: 0.4774 (0.4669)  loss_giou_aux_0: 0.5040 (0.4903)  loss_giou_aux_1: 0.4880 (0.4766)  loss_giou_aux_2: 0.4651 (0.4709)  loss_giou_aux_3: 0.4734 (0.4674)  loss_giou_aux_4: 0.4780 (0.4671)  loss_giou_aux_5: 0.5619 (0.5541)  loss_giou_dn_0: 0.5806 (0.5710)  loss_giou_dn_1: 0.4650 (0.4639)  loss_giou_dn_2: 0.4477 (0.4334)  loss_giou_dn_3: 0.4423 (0.4250)  loss_giou_dn_4: 0.4386 (0.4229)  loss_giou_dn_5: 0.4389 (0.4230)  loss_vfl: 0.6474 (0.6647)  loss_vfl_aux_0: 0.7375 (0.7652)  loss_vfl_aux_1: 0.6814 (0.7181)  loss_vfl_aux_2: 0.6730 (0.6924)  loss_vfl_aux_3: 0.6562 (0.6782)  loss_vfl_aux_4: 0.6548 (0.6687)  loss_vfl_aux_5: 0.7255 (0.7535)  loss_vfl_dn_0: 0.4467 (0.4490)  loss_vfl_dn_1: 0.3836 (0.3831)  loss_vfl_dn_2: 0.3654 (0.3673)  loss_vfl_dn_3: 0.3591 (0.3600)  loss_vfl_dn_4: 0.3553 (0.3573)  loss_vfl_dn_5: 0.3566 (0.3567)  time: 0.4831  data: 0.0139  max mem: 5654
Epoch: [50]  [1800/7393]  eta: 0:45:09  lr: 0.000010  loss: 15.1984 (15.6009)  loss_bbox: 0.1548 (0.1504)  loss_bbox_aux_0: 0.1708 (0.1632)  loss_bbox_aux_1: 0.1510 (0.1559)  loss_bbox_aux_2: 0.1534 (0.1523)  loss_bbox_aux_3: 0.1563 (0.1504)  loss_bbox_aux_4: 0.1547 (0.1505)  loss_bbox_aux_5: 0.2057 (0.1993)  loss_bbox_dn_0: 0.2561 (0.2624)  loss_bbox_dn_1: 0.1867 (0.1924)  loss_bbox_dn_2: 0.1618 (0.1717)  loss_bbox_dn_3: 0.1546 (0.1657)  loss_bbox_dn_4: 0.1553 (0.1642)  loss_bbox_dn_5: 0.1553 (0.1643)  loss_giou: 0.4648 (0.4681)  loss_giou_aux_0: 0.4785 (0.4916)  loss_giou_aux_1: 0.4763 (0.4779)  loss_giou_aux_2: 0.4632 (0.4722)  loss_giou_aux_3: 0.4606 (0.4687)  loss_giou_aux_4: 0.4640 (0.4683)  loss_giou_aux_5: 0.5380 (0.5554)  loss_giou_dn_0: 0.5561 (0.5717)  loss_giou_dn_1: 0.4629 (0.4644)  loss_giou_dn_2: 0.4330 (0.4339)  loss_giou_dn_3: 0.4265 (0.4256)  loss_giou_dn_4: 0.4238 (0.4234)  loss_giou_dn_5: 0.4240 (0.4236)  loss_vfl: 0.6567 (0.6647)  loss_vfl_aux_0: 0.7459 (0.7649)  loss_vfl_aux_1: 0.7008 (0.7176)  loss_vfl_aux_2: 0.6829 (0.6922)  loss_vfl_aux_3: 0.6633 (0.6781)  loss_vfl_aux_4: 0.6504 (0.6686)  loss_vfl_aux_5: 0.7278 (0.7530)  loss_vfl_dn_0: 0.4505 (0.4491)  loss_vfl_dn_1: 0.3811 (0.3833)  loss_vfl_dn_2: 0.3653 (0.3675)  loss_vfl_dn_3: 0.3581 (0.3602)  loss_vfl_dn_4: 0.3557 (0.3576)  loss_vfl_dn_5: 0.3560 (0.3569)  time: 0.4856  data: 0.0142  max mem: 5654
Epoch: [50]  [1900/7393]  eta: 0:44:21  lr: 0.000010  loss: 15.9549 (15.6085)  loss_bbox: 0.1472 (0.1505)  loss_bbox_aux_0: 0.1621 (0.1631)  loss_bbox_aux_1: 0.1505 (0.1558)  loss_bbox_aux_2: 0.1472 (0.1524)  loss_bbox_aux_3: 0.1492 (0.1505)  loss_bbox_aux_4: 0.1467 (0.1505)  loss_bbox_aux_5: 0.1885 (0.1992)  loss_bbox_dn_0: 0.2459 (0.2622)  loss_bbox_dn_1: 0.1819 (0.1922)  loss_bbox_dn_2: 0.1681 (0.1717)  loss_bbox_dn_3: 0.1645 (0.1657)  loss_bbox_dn_4: 0.1648 (0.1642)  loss_bbox_dn_5: 0.1647 (0.1642)  loss_giou: 0.5101 (0.4687)  loss_giou_aux_0: 0.5326 (0.4922)  loss_giou_aux_1: 0.5223 (0.4785)  loss_giou_aux_2: 0.5137 (0.4728)  loss_giou_aux_3: 0.5081 (0.4693)  loss_giou_aux_4: 0.5108 (0.4689)  loss_giou_aux_5: 0.5923 (0.5559)  loss_giou_dn_0: 0.5903 (0.5721)  loss_giou_dn_1: 0.4858 (0.4649)  loss_giou_dn_2: 0.4509 (0.4343)  loss_giou_dn_3: 0.4433 (0.4260)  loss_giou_dn_4: 0.4424 (0.4239)  loss_giou_dn_5: 0.4428 (0.4240)  loss_vfl: 0.6425 (0.6648)  loss_vfl_aux_0: 0.7669 (0.7651)  loss_vfl_aux_1: 0.7228 (0.7179)  loss_vfl_aux_2: 0.6707 (0.6919)  loss_vfl_aux_3: 0.6619 (0.6781)  loss_vfl_aux_4: 0.6506 (0.6686)  loss_vfl_aux_5: 0.7658 (0.7531)  loss_vfl_dn_0: 0.4537 (0.4491)  loss_vfl_dn_1: 0.3861 (0.3835)  loss_vfl_dn_2: 0.3698 (0.3676)  loss_vfl_dn_3: 0.3635 (0.3603)  loss_vfl_dn_4: 0.3624 (0.3577)  loss_vfl_dn_5: 0.3629 (0.3570)  time: 0.4814  data: 0.0143  max mem: 5654
Epoch: [50]  [2000/7393]  eta: 0:43:32  lr: 0.000010  loss: 15.6160 (15.6181)  loss_bbox: 0.1509 (0.1503)  loss_bbox_aux_0: 0.1634 (0.1631)  loss_bbox_aux_1: 0.1509 (0.1557)  loss_bbox_aux_2: 0.1509 (0.1523)  loss_bbox_aux_3: 0.1459 (0.1504)  loss_bbox_aux_4: 0.1496 (0.1504)  loss_bbox_aux_5: 0.2062 (0.1990)  loss_bbox_dn_0: 0.2414 (0.2618)  loss_bbox_dn_1: 0.1823 (0.1921)  loss_bbox_dn_2: 0.1659 (0.1716)  loss_bbox_dn_3: 0.1594 (0.1656)  loss_bbox_dn_4: 0.1534 (0.1641)  loss_bbox_dn_5: 0.1531 (0.1641)  loss_giou: 0.4358 (0.4695)  loss_giou_aux_0: 0.4711 (0.4931)  loss_giou_aux_1: 0.4448 (0.4793)  loss_giou_aux_2: 0.4462 (0.4737)  loss_giou_aux_3: 0.4417 (0.4703)  loss_giou_aux_4: 0.4414 (0.4698)  loss_giou_aux_5: 0.5455 (0.5568)  loss_giou_dn_0: 0.5674 (0.5728)  loss_giou_dn_1: 0.4469 (0.4657)  loss_giou_dn_2: 0.4139 (0.4351)  loss_giou_dn_3: 0.4070 (0.4268)  loss_giou_dn_4: 0.4048 (0.4247)  loss_giou_dn_5: 0.4063 (0.4249)  loss_vfl: 0.6632 (0.6649)  loss_vfl_aux_0: 0.7558 (0.7649)  loss_vfl_aux_1: 0.7209 (0.7178)  loss_vfl_aux_2: 0.6781 (0.6918)  loss_vfl_aux_3: 0.6552 (0.6779)  loss_vfl_aux_4: 0.6585 (0.6686)  loss_vfl_aux_5: 0.7237 (0.7528)  loss_vfl_dn_0: 0.4437 (0.4492)  loss_vfl_dn_1: 0.3754 (0.3837)  loss_vfl_dn_2: 0.3588 (0.3678)  loss_vfl_dn_3: 0.3512 (0.3605)  loss_vfl_dn_4: 0.3501 (0.3579)  loss_vfl_dn_5: 0.3501 (0.3572)  time: 0.4811  data: 0.0140  max mem: 5654
Epoch: [50]  [2100/7393]  eta: 0:42:42  lr: 0.000010  loss: 15.1567 (15.6111)  loss_bbox: 0.1324 (0.1502)  loss_bbox_aux_0: 0.1467 (0.1630)  loss_bbox_aux_1: 0.1423 (0.1556)  loss_bbox_aux_2: 0.1350 (0.1522)  loss_bbox_aux_3: 0.1349 (0.1504)  loss_bbox_aux_4: 0.1337 (0.1503)  loss_bbox_aux_5: 0.1942 (0.1991)  loss_bbox_dn_0: 0.2450 (0.2619)  loss_bbox_dn_1: 0.1802 (0.1921)  loss_bbox_dn_2: 0.1536 (0.1716)  loss_bbox_dn_3: 0.1463 (0.1656)  loss_bbox_dn_4: 0.1434 (0.1641)  loss_bbox_dn_5: 0.1434 (0.1642)  loss_giou: 0.4100 (0.4689)  loss_giou_aux_0: 0.4318 (0.4925)  loss_giou_aux_1: 0.4131 (0.4787)  loss_giou_aux_2: 0.4106 (0.4731)  loss_giou_aux_3: 0.4090 (0.4697)  loss_giou_aux_4: 0.4097 (0.4691)  loss_giou_aux_5: 0.5084 (0.5562)  loss_giou_dn_0: 0.5425 (0.5726)  loss_giou_dn_1: 0.4359 (0.4654)  loss_giou_dn_2: 0.4020 (0.4348)  loss_giou_dn_3: 0.3945 (0.4265)  loss_giou_dn_4: 0.3923 (0.4244)  loss_giou_dn_5: 0.3923 (0.4245)  loss_vfl: 0.6876 (0.6648)  loss_vfl_aux_0: 0.7502 (0.7647)  loss_vfl_aux_1: 0.7460 (0.7180)  loss_vfl_aux_2: 0.6869 (0.6918)  loss_vfl_aux_3: 0.6729 (0.6779)  loss_vfl_aux_4: 0.6855 (0.6685)  loss_vfl_aux_5: 0.7441 (0.7525)  loss_vfl_dn_0: 0.4457 (0.4492)  loss_vfl_dn_1: 0.3792 (0.3837)  loss_vfl_dn_2: 0.3583 (0.3678)  loss_vfl_dn_3: 0.3516 (0.3605)  loss_vfl_dn_4: 0.3495 (0.3579)  loss_vfl_dn_5: 0.3493 (0.3572)  time: 0.4750  data: 0.0145  max mem: 5654
Epoch: [50]  [2200/7393]  eta: 0:41:53  lr: 0.000010  loss: 15.2295 (15.6081)  loss_bbox: 0.1328 (0.1502)  loss_bbox_aux_0: 0.1497 (0.1629)  loss_bbox_aux_1: 0.1392 (0.1555)  loss_bbox_aux_2: 0.1342 (0.1521)  loss_bbox_aux_3: 0.1352 (0.1503)  loss_bbox_aux_4: 0.1379 (0.1503)  loss_bbox_aux_5: 0.1927 (0.1989)  loss_bbox_dn_0: 0.2626 (0.2618)  loss_bbox_dn_1: 0.1866 (0.1920)  loss_bbox_dn_2: 0.1672 (0.1715)  loss_bbox_dn_3: 0.1629 (0.1656)  loss_bbox_dn_4: 0.1616 (0.1641)  loss_bbox_dn_5: 0.1616 (0.1641)  loss_giou: 0.4303 (0.4686)  loss_giou_aux_0: 0.4508 (0.4923)  loss_giou_aux_1: 0.4296 (0.4784)  loss_giou_aux_2: 0.4262 (0.4728)  loss_giou_aux_3: 0.4276 (0.4694)  loss_giou_aux_4: 0.4311 (0.4689)  loss_giou_aux_5: 0.5233 (0.5558)  loss_giou_dn_0: 0.5611 (0.5725)  loss_giou_dn_1: 0.4481 (0.4652)  loss_giou_dn_2: 0.4146 (0.4346)  loss_giou_dn_3: 0.4059 (0.4263)  loss_giou_dn_4: 0.4039 (0.4242)  loss_giou_dn_5: 0.4038 (0.4244)  loss_vfl: 0.6743 (0.6648)  loss_vfl_aux_0: 0.7825 (0.7647)  loss_vfl_aux_1: 0.7377 (0.7181)  loss_vfl_aux_2: 0.7203 (0.6919)  loss_vfl_aux_3: 0.6815 (0.6779)  loss_vfl_aux_4: 0.6718 (0.6686)  loss_vfl_aux_5: 0.7596 (0.7527)  loss_vfl_dn_0: 0.4511 (0.4492)  loss_vfl_dn_1: 0.3837 (0.3838)  loss_vfl_dn_2: 0.3712 (0.3679)  loss_vfl_dn_3: 0.3600 (0.3606)  loss_vfl_dn_4: 0.3614 (0.3580)  loss_vfl_dn_5: 0.3593 (0.3573)  time: 0.4832  data: 0.0144  max mem: 5654
Epoch: [50]  [2300/7393]  eta: 0:41:04  lr: 0.000010  loss: 14.9778 (15.6029)  loss_bbox: 0.1377 (0.1499)  loss_bbox_aux_0: 0.1503 (0.1627)  loss_bbox_aux_1: 0.1457 (0.1551)  loss_bbox_aux_2: 0.1404 (0.1518)  loss_bbox_aux_3: 0.1395 (0.1500)  loss_bbox_aux_4: 0.1384 (0.1500)  loss_bbox_aux_5: 0.1934 (0.1987)  loss_bbox_dn_0: 0.2713 (0.2615)  loss_bbox_dn_1: 0.2026 (0.1917)  loss_bbox_dn_2: 0.1709 (0.1712)  loss_bbox_dn_3: 0.1627 (0.1653)  loss_bbox_dn_4: 0.1616 (0.1638)  loss_bbox_dn_5: 0.1614 (0.1639)  loss_giou: 0.4268 (0.4689)  loss_giou_aux_0: 0.4571 (0.4926)  loss_giou_aux_1: 0.4470 (0.4786)  loss_giou_aux_2: 0.4400 (0.4731)  loss_giou_aux_3: 0.4267 (0.4697)  loss_giou_aux_4: 0.4297 (0.4691)  loss_giou_aux_5: 0.5196 (0.5559)  loss_giou_dn_0: 0.5686 (0.5726)  loss_giou_dn_1: 0.4407 (0.4653)  loss_giou_dn_2: 0.4091 (0.4347)  loss_giou_dn_3: 0.3988 (0.4264)  loss_giou_dn_4: 0.3962 (0.4243)  loss_giou_dn_5: 0.3961 (0.4244)  loss_vfl: 0.6490 (0.6643)  loss_vfl_aux_0: 0.7561 (0.7644)  loss_vfl_aux_1: 0.7020 (0.7177)  loss_vfl_aux_2: 0.6711 (0.6914)  loss_vfl_aux_3: 0.6635 (0.6773)  loss_vfl_aux_4: 0.6612 (0.6681)  loss_vfl_aux_5: 0.7490 (0.7523)  loss_vfl_dn_0: 0.4509 (0.4491)  loss_vfl_dn_1: 0.3765 (0.3837)  loss_vfl_dn_2: 0.3586 (0.3678)  loss_vfl_dn_3: 0.3554 (0.3605)  loss_vfl_dn_4: 0.3539 (0.3579)  loss_vfl_dn_5: 0.3520 (0.3572)  time: 0.4854  data: 0.0144  max mem: 5654
Epoch: [50]  [2400/7393]  eta: 0:40:14  lr: 0.000010  loss: 15.2608 (15.5890)  loss_bbox: 0.1434 (0.1497)  loss_bbox_aux_0: 0.1523 (0.1625)  loss_bbox_aux_1: 0.1477 (0.1549)  loss_bbox_aux_2: 0.1436 (0.1516)  loss_bbox_aux_3: 0.1416 (0.1497)  loss_bbox_aux_4: 0.1451 (0.1497)  loss_bbox_aux_5: 0.1778 (0.1984)  loss_bbox_dn_0: 0.2404 (0.2611)  loss_bbox_dn_1: 0.1787 (0.1913)  loss_bbox_dn_2: 0.1515 (0.1708)  loss_bbox_dn_3: 0.1448 (0.1649)  loss_bbox_dn_4: 0.1433 (0.1635)  loss_bbox_dn_5: 0.1434 (0.1635)  loss_giou: 0.4396 (0.4681)  loss_giou_aux_0: 0.4767 (0.4917)  loss_giou_aux_1: 0.4489 (0.4778)  loss_giou_aux_2: 0.4521 (0.4723)  loss_giou_aux_3: 0.4385 (0.4689)  loss_giou_aux_4: 0.4355 (0.4683)  loss_giou_aux_5: 0.5134 (0.5551)  loss_giou_dn_0: 0.5525 (0.5721)  loss_giou_dn_1: 0.4482 (0.4647)  loss_giou_dn_2: 0.4128 (0.4341)  loss_giou_dn_3: 0.4029 (0.4258)  loss_giou_dn_4: 0.3999 (0.4237)  loss_giou_dn_5: 0.3999 (0.4239)  loss_vfl: 0.6582 (0.6643)  loss_vfl_aux_0: 0.7309 (0.7643)  loss_vfl_aux_1: 0.7254 (0.7177)  loss_vfl_aux_2: 0.6766 (0.6915)  loss_vfl_aux_3: 0.6750 (0.6774)  loss_vfl_aux_4: 0.6558 (0.6681)  loss_vfl_aux_5: 0.7170 (0.7519)  loss_vfl_dn_0: 0.4471 (0.4491)  loss_vfl_dn_1: 0.3845 (0.3836)  loss_vfl_dn_2: 0.3678 (0.3677)  loss_vfl_dn_3: 0.3618 (0.3604)  loss_vfl_dn_4: 0.3561 (0.3578)  loss_vfl_dn_5: 0.3563 (0.3571)  time: 0.4838  data: 0.0139  max mem: 5654
Epoch: [50]  [2500/7393]  eta: 0:39:26  lr: 0.000010  loss: 15.6942 (15.5905)  loss_bbox: 0.1315 (0.1496)  loss_bbox_aux_0: 0.1416 (0.1624)  loss_bbox_aux_1: 0.1388 (0.1549)  loss_bbox_aux_2: 0.1355 (0.1515)  loss_bbox_aux_3: 0.1303 (0.1497)  loss_bbox_aux_4: 0.1329 (0.1497)  loss_bbox_aux_5: 0.1913 (0.1985)  loss_bbox_dn_0: 0.2438 (0.2614)  loss_bbox_dn_1: 0.1769 (0.1915)  loss_bbox_dn_2: 0.1492 (0.1710)  loss_bbox_dn_3: 0.1436 (0.1651)  loss_bbox_dn_4: 0.1412 (0.1637)  loss_bbox_dn_5: 0.1413 (0.1637)  loss_giou: 0.4638 (0.4678)  loss_giou_aux_0: 0.4725 (0.4913)  loss_giou_aux_1: 0.4731 (0.4775)  loss_giou_aux_2: 0.4605 (0.4719)  loss_giou_aux_3: 0.4747 (0.4686)  loss_giou_aux_4: 0.4685 (0.4680)  loss_giou_aux_5: 0.5617 (0.5547)  loss_giou_dn_0: 0.5826 (0.5720)  loss_giou_dn_1: 0.4768 (0.4647)  loss_giou_dn_2: 0.4470 (0.4340)  loss_giou_dn_3: 0.4376 (0.4257)  loss_giou_dn_4: 0.4349 (0.4236)  loss_giou_dn_5: 0.4350 (0.4238)  loss_vfl: 0.6638 (0.6648)  loss_vfl_aux_0: 0.7797 (0.7649)  loss_vfl_aux_1: 0.7354 (0.7179)  loss_vfl_aux_2: 0.7159 (0.6920)  loss_vfl_aux_3: 0.6771 (0.6777)  loss_vfl_aux_4: 0.6705 (0.6685)  loss_vfl_aux_5: 0.7422 (0.7526)  loss_vfl_dn_0: 0.4476 (0.4492)  loss_vfl_dn_1: 0.3790 (0.3836)  loss_vfl_dn_2: 0.3613 (0.3677)  loss_vfl_dn_3: 0.3556 (0.3604)  loss_vfl_dn_4: 0.3544 (0.3578)  loss_vfl_dn_5: 0.3549 (0.3571)  time: 0.4824  data: 0.0139  max mem: 5654
Epoch: [50]  [2600/7393]  eta: 0:38:38  lr: 0.000010  loss: 15.3352 (15.5860)  loss_bbox: 0.1473 (0.1497)  loss_bbox_aux_0: 0.1578 (0.1625)  loss_bbox_aux_1: 0.1544 (0.1550)  loss_bbox_aux_2: 0.1527 (0.1516)  loss_bbox_aux_3: 0.1481 (0.1498)  loss_bbox_aux_4: 0.1484 (0.1497)  loss_bbox_aux_5: 0.1910 (0.1986)  loss_bbox_dn_0: 0.2514 (0.2616)  loss_bbox_dn_1: 0.1728 (0.1917)  loss_bbox_dn_2: 0.1551 (0.1712)  loss_bbox_dn_3: 0.1501 (0.1653)  loss_bbox_dn_4: 0.1512 (0.1639)  loss_bbox_dn_5: 0.1512 (0.1639)  loss_giou: 0.4552 (0.4673)  loss_giou_aux_0: 0.4654 (0.4908)  loss_giou_aux_1: 0.4560 (0.4770)  loss_giou_aux_2: 0.4585 (0.4714)  loss_giou_aux_3: 0.4644 (0.4682)  loss_giou_aux_4: 0.4542 (0.4676)  loss_giou_aux_5: 0.4826 (0.5542)  loss_giou_dn_0: 0.5502 (0.5717)  loss_giou_dn_1: 0.4228 (0.4643)  loss_giou_dn_2: 0.3938 (0.4336)  loss_giou_dn_3: 0.3877 (0.4253)  loss_giou_dn_4: 0.3859 (0.4232)  loss_giou_dn_5: 0.3859 (0.4234)  loss_vfl: 0.6550 (0.6647)  loss_vfl_aux_0: 0.7366 (0.7649)  loss_vfl_aux_1: 0.7054 (0.7182)  loss_vfl_aux_2: 0.6724 (0.6921)  loss_vfl_aux_3: 0.6560 (0.6776)  loss_vfl_aux_4: 0.6605 (0.6684)  loss_vfl_aux_5: 0.7077 (0.7525)  loss_vfl_dn_0: 0.4448 (0.4491)  loss_vfl_dn_1: 0.3747 (0.3835)  loss_vfl_dn_2: 0.3599 (0.3676)  loss_vfl_dn_3: 0.3490 (0.3603)  loss_vfl_dn_4: 0.3498 (0.3577)  loss_vfl_dn_5: 0.3487 (0.3570)  time: 0.4709  data: 0.0140  max mem: 5654
Epoch: [50]  [2700/7393]  eta: 0:38:02  lr: 0.000010  loss: 14.9764 (15.5884)  loss_bbox: 0.1521 (0.1499)  loss_bbox_aux_0: 0.1566 (0.1626)  loss_bbox_aux_1: 0.1508 (0.1551)  loss_bbox_aux_2: 0.1526 (0.1518)  loss_bbox_aux_3: 0.1489 (0.1500)  loss_bbox_aux_4: 0.1490 (0.1499)  loss_bbox_aux_5: 0.1755 (0.1987)  loss_bbox_dn_0: 0.2440 (0.2617)  loss_bbox_dn_1: 0.1736 (0.1918)  loss_bbox_dn_2: 0.1646 (0.1713)  loss_bbox_dn_3: 0.1587 (0.1654)  loss_bbox_dn_4: 0.1590 (0.1640)  loss_bbox_dn_5: 0.1589 (0.1640)  loss_giou: 0.4591 (0.4673)  loss_giou_aux_0: 0.4816 (0.4906)  loss_giou_aux_1: 0.4630 (0.4770)  loss_giou_aux_2: 0.4544 (0.4714)  loss_giou_aux_3: 0.4643 (0.4682)  loss_giou_aux_4: 0.4601 (0.4675)  loss_giou_aux_5: 0.5197 (0.5541)  loss_giou_dn_0: 0.5718 (0.5717)  loss_giou_dn_1: 0.4532 (0.4643)  loss_giou_dn_2: 0.4298 (0.4337)  loss_giou_dn_3: 0.4231 (0.4254)  loss_giou_dn_4: 0.4230 (0.4233)  loss_giou_dn_5: 0.4229 (0.4235)  loss_vfl: 0.6433 (0.6646)  loss_vfl_aux_0: 0.7550 (0.7652)  loss_vfl_aux_1: 0.7061 (0.7181)  loss_vfl_aux_2: 0.6569 (0.6919)  loss_vfl_aux_3: 0.6366 (0.6773)  loss_vfl_aux_4: 0.6369 (0.6683)  loss_vfl_aux_5: 0.7449 (0.7529)  loss_vfl_dn_0: 0.4496 (0.4492)  loss_vfl_dn_1: 0.3817 (0.3836)  loss_vfl_dn_2: 0.3655 (0.3677)  loss_vfl_dn_3: 0.3613 (0.3604)  loss_vfl_dn_4: 0.3581 (0.3578)  loss_vfl_dn_5: 0.3594 (0.3571)  time: 0.4841  data: 0.0148  max mem: 5654
Epoch: [50]  [2800/7393]  eta: 0:37:24  lr: 0.000010  loss: 15.3493 (15.5838)  loss_bbox: 0.1352 (0.1497)  loss_bbox_aux_0: 0.1404 (0.1625)  loss_bbox_aux_1: 0.1324 (0.1550)  loss_bbox_aux_2: 0.1299 (0.1516)  loss_bbox_aux_3: 0.1292 (0.1499)  loss_bbox_aux_4: 0.1376 (0.1497)  loss_bbox_aux_5: 0.1851 (0.1986)  loss_bbox_dn_0: 0.2123 (0.2612)  loss_bbox_dn_1: 0.1578 (0.1914)  loss_bbox_dn_2: 0.1368 (0.1709)  loss_bbox_dn_3: 0.1332 (0.1650)  loss_bbox_dn_4: 0.1322 (0.1636)  loss_bbox_dn_5: 0.1324 (0.1636)  loss_giou: 0.4941 (0.4677)  loss_giou_aux_0: 0.5121 (0.4910)  loss_giou_aux_1: 0.4984 (0.4774)  loss_giou_aux_2: 0.4928 (0.4719)  loss_giou_aux_3: 0.4957 (0.4687)  loss_giou_aux_4: 0.4938 (0.4680)  loss_giou_aux_5: 0.5687 (0.5544)  loss_giou_dn_0: 0.5730 (0.5719)  loss_giou_dn_1: 0.4783 (0.4645)  loss_giou_dn_2: 0.4479 (0.4338)  loss_giou_dn_3: 0.4415 (0.4255)  loss_giou_dn_4: 0.4410 (0.4235)  loss_giou_dn_5: 0.4409 (0.4237)  loss_vfl: 0.6270 (0.6641)  loss_vfl_aux_0: 0.7211 (0.7643)  loss_vfl_aux_1: 0.6765 (0.7174)  loss_vfl_aux_2: 0.6539 (0.6913)  loss_vfl_aux_3: 0.6327 (0.6767)  loss_vfl_aux_4: 0.6373 (0.6678)  loss_vfl_aux_5: 0.7273 (0.7523)  loss_vfl_dn_0: 0.4371 (0.4491)  loss_vfl_dn_1: 0.3779 (0.3835)  loss_vfl_dn_2: 0.3620 (0.3676)  loss_vfl_dn_3: 0.3564 (0.3604)  loss_vfl_dn_4: 0.3548 (0.3577)  loss_vfl_dn_5: 0.3510 (0.3570)  time: 0.4759  data: 0.0139  max mem: 5654
Epoch: [50]  [2900/7393]  eta: 0:36:34  lr: 0.000010  loss: 15.6471 (15.5776)  loss_bbox: 0.1393 (0.1498)  loss_bbox_aux_0: 0.1555 (0.1627)  loss_bbox_aux_1: 0.1458 (0.1551)  loss_bbox_aux_2: 0.1410 (0.1518)  loss_bbox_aux_3: 0.1367 (0.1500)  loss_bbox_aux_4: 0.1365 (0.1498)  loss_bbox_aux_5: 0.1744 (0.1988)  loss_bbox_dn_0: 0.2277 (0.2616)  loss_bbox_dn_1: 0.1562 (0.1916)  loss_bbox_dn_2: 0.1399 (0.1711)  loss_bbox_dn_3: 0.1352 (0.1652)  loss_bbox_dn_4: 0.1356 (0.1637)  loss_bbox_dn_5: 0.1356 (0.1637)  loss_giou: 0.4531 (0.4674)  loss_giou_aux_0: 0.4731 (0.4908)  loss_giou_aux_1: 0.4645 (0.4772)  loss_giou_aux_2: 0.4606 (0.4716)  loss_giou_aux_3: 0.4545 (0.4684)  loss_giou_aux_4: 0.4552 (0.4676)  loss_giou_aux_5: 0.5348 (0.5541)  loss_giou_dn_0: 0.5712 (0.5715)  loss_giou_dn_1: 0.4668 (0.4641)  loss_giou_dn_2: 0.4309 (0.4335)  loss_giou_dn_3: 0.4235 (0.4252)  loss_giou_dn_4: 0.4220 (0.4231)  loss_giou_dn_5: 0.4220 (0.4233)  loss_vfl: 0.6382 (0.6636)  loss_vfl_aux_0: 0.7278 (0.7642)  loss_vfl_aux_1: 0.6766 (0.7168)  loss_vfl_aux_2: 0.6577 (0.6907)  loss_vfl_aux_3: 0.6524 (0.6761)  loss_vfl_aux_4: 0.6421 (0.6673)  loss_vfl_aux_5: 0.7211 (0.7519)  loss_vfl_dn_0: 0.4409 (0.4490)  loss_vfl_dn_1: 0.3810 (0.3833)  loss_vfl_dn_2: 0.3630 (0.3675)  loss_vfl_dn_3: 0.3575 (0.3602)  loss_vfl_dn_4: 0.3538 (0.3576)  loss_vfl_dn_5: 0.3543 (0.3569)  time: 0.4899  data: 0.0141  max mem: 5654
Epoch: [50]  [3000/7393]  eta: 0:35:44  lr: 0.000010  loss: 16.0244 (15.5808)  loss_bbox: 0.1525 (0.1499)  loss_bbox_aux_0: 0.1627 (0.1628)  loss_bbox_aux_1: 0.1613 (0.1553)  loss_bbox_aux_2: 0.1559 (0.1520)  loss_bbox_aux_3: 0.1558 (0.1502)  loss_bbox_aux_4: 0.1525 (0.1500)  loss_bbox_aux_5: 0.1977 (0.1989)  loss_bbox_dn_0: 0.2421 (0.2619)  loss_bbox_dn_1: 0.1891 (0.1919)  loss_bbox_dn_2: 0.1672 (0.1714)  loss_bbox_dn_3: 0.1602 (0.1654)  loss_bbox_dn_4: 0.1608 (0.1640)  loss_bbox_dn_5: 0.1608 (0.1640)  loss_giou: 0.4278 (0.4674)  loss_giou_aux_0: 0.4492 (0.4909)  loss_giou_aux_1: 0.4309 (0.4773)  loss_giou_aux_2: 0.4202 (0.4717)  loss_giou_aux_3: 0.4198 (0.4684)  loss_giou_aux_4: 0.4288 (0.4676)  loss_giou_aux_5: 0.5235 (0.5541)  loss_giou_dn_0: 0.5489 (0.5716)  loss_giou_dn_1: 0.4397 (0.4642)  loss_giou_dn_2: 0.4139 (0.4336)  loss_giou_dn_3: 0.4010 (0.4253)  loss_giou_dn_4: 0.3918 (0.4232)  loss_giou_dn_5: 0.3924 (0.4234)  loss_vfl: 0.6680 (0.6637)  loss_vfl_aux_0: 0.7371 (0.7640)  loss_vfl_aux_1: 0.6998 (0.7166)  loss_vfl_aux_2: 0.7059 (0.6906)  loss_vfl_aux_3: 0.6874 (0.6760)  loss_vfl_aux_4: 0.6709 (0.6673)  loss_vfl_aux_5: 0.7571 (0.7519)  loss_vfl_dn_0: 0.4458 (0.4490)  loss_vfl_dn_1: 0.3808 (0.3834)  loss_vfl_dn_2: 0.3647 (0.3675)  loss_vfl_dn_3: 0.3527 (0.3602)  loss_vfl_dn_4: 0.3493 (0.3576)  loss_vfl_dn_5: 0.3483 (0.3569)  time: 0.4679  data: 0.0139  max mem: 5654
Epoch: [50]  [3100/7393]  eta: 0:34:54  lr: 0.000010  loss: 15.4174 (15.5799)  loss_bbox: 0.1345 (0.1500)  loss_bbox_aux_0: 0.1512 (0.1630)  loss_bbox_aux_1: 0.1419 (0.1554)  loss_bbox_aux_2: 0.1372 (0.1521)  loss_bbox_aux_3: 0.1342 (0.1503)  loss_bbox_aux_4: 0.1345 (0.1500)  loss_bbox_aux_5: 0.1914 (0.1990)  loss_bbox_dn_0: 0.2389 (0.2619)  loss_bbox_dn_1: 0.1657 (0.1918)  loss_bbox_dn_2: 0.1513 (0.1713)  loss_bbox_dn_3: 0.1445 (0.1654)  loss_bbox_dn_4: 0.1436 (0.1639)  loss_bbox_dn_5: 0.1436 (0.1639)  loss_giou: 0.4387 (0.4673)  loss_giou_aux_0: 0.4689 (0.4909)  loss_giou_aux_1: 0.4576 (0.4773)  loss_giou_aux_2: 0.4430 (0.4716)  loss_giou_aux_3: 0.4360 (0.4683)  loss_giou_aux_4: 0.4387 (0.4675)  loss_giou_aux_5: 0.5317 (0.5541)  loss_giou_dn_0: 0.5571 (0.5715)  loss_giou_dn_1: 0.4501 (0.4642)  loss_giou_dn_2: 0.4156 (0.4336)  loss_giou_dn_3: 0.4077 (0.4252)  loss_giou_dn_4: 0.4050 (0.4231)  loss_giou_dn_5: 0.4050 (0.4233)  loss_vfl: 0.6510 (0.6636)  loss_vfl_aux_0: 0.7305 (0.7636)  loss_vfl_aux_1: 0.7111 (0.7164)  loss_vfl_aux_2: 0.6895 (0.6905)  loss_vfl_aux_3: 0.6737 (0.6759)  loss_vfl_aux_4: 0.6665 (0.6673)  loss_vfl_aux_5: 0.7619 (0.7519)  loss_vfl_dn_0: 0.4501 (0.4489)  loss_vfl_dn_1: 0.3849 (0.3834)  loss_vfl_dn_2: 0.3666 (0.3676)  loss_vfl_dn_3: 0.3604 (0.3603)  loss_vfl_dn_4: 0.3560 (0.3576)  loss_vfl_dn_5: 0.3564 (0.3570)  time: 0.4831  data: 0.0146  max mem: 5654
Epoch: [50]  [3200/7393]  eta: 0:34:05  lr: 0.000010  loss: 15.6603 (15.5793)  loss_bbox: 0.1423 (0.1499)  loss_bbox_aux_0: 0.1745 (0.1629)  loss_bbox_aux_1: 0.1440 (0.1554)  loss_bbox_aux_2: 0.1528 (0.1520)  loss_bbox_aux_3: 0.1388 (0.1503)  loss_bbox_aux_4: 0.1412 (0.1500)  loss_bbox_aux_5: 0.1988 (0.1988)  loss_bbox_dn_0: 0.2689 (0.2616)  loss_bbox_dn_1: 0.2003 (0.1916)  loss_bbox_dn_2: 0.1822 (0.1711)  loss_bbox_dn_3: 0.1771 (0.1652)  loss_bbox_dn_4: 0.1755 (0.1637)  loss_bbox_dn_5: 0.1755 (0.1638)  loss_giou: 0.4360 (0.4676)  loss_giou_aux_0: 0.4761 (0.4912)  loss_giou_aux_1: 0.4596 (0.4776)  loss_giou_aux_2: 0.4453 (0.4719)  loss_giou_aux_3: 0.4364 (0.4686)  loss_giou_aux_4: 0.4346 (0.4678)  loss_giou_aux_5: 0.5151 (0.5544)  loss_giou_dn_0: 0.5510 (0.5716)  loss_giou_dn_1: 0.4478 (0.4643)  loss_giou_dn_2: 0.4154 (0.4336)  loss_giou_dn_3: 0.4085 (0.4253)  loss_giou_dn_4: 0.4069 (0.4232)  loss_giou_dn_5: 0.4069 (0.4234)  loss_vfl: 0.7022 (0.6634)  loss_vfl_aux_0: 0.7952 (0.7635)  loss_vfl_aux_1: 0.7433 (0.7162)  loss_vfl_aux_2: 0.7255 (0.6902)  loss_vfl_aux_3: 0.7078 (0.6757)  loss_vfl_aux_4: 0.7014 (0.6671)  loss_vfl_aux_5: 0.7848 (0.7515)  loss_vfl_dn_0: 0.4525 (0.4489)  loss_vfl_dn_1: 0.3941 (0.3834)  loss_vfl_dn_2: 0.3795 (0.3676)  loss_vfl_dn_3: 0.3695 (0.3603)  loss_vfl_dn_4: 0.3659 (0.3577)  loss_vfl_dn_5: 0.3639 (0.3570)  time: 0.4779  data: 0.0140  max mem: 5654
Epoch: [50]  [3300/7393]  eta: 0:33:24  lr: 0.000010  loss: 15.8960 (15.5816)  loss_bbox: 0.1295 (0.1500)  loss_bbox_aux_0: 0.1470 (0.1629)  loss_bbox_aux_1: 0.1340 (0.1554)  loss_bbox_aux_2: 0.1396 (0.1521)  loss_bbox_aux_3: 0.1324 (0.1503)  loss_bbox_aux_4: 0.1328 (0.1500)  loss_bbox_aux_5: 0.1911 (0.1989)  loss_bbox_dn_0: 0.2398 (0.2616)  loss_bbox_dn_1: 0.1645 (0.1917)  loss_bbox_dn_2: 0.1496 (0.1713)  loss_bbox_dn_3: 0.1422 (0.1653)  loss_bbox_dn_4: 0.1406 (0.1639)  loss_bbox_dn_5: 0.1406 (0.1639)  loss_giou: 0.4771 (0.4676)  loss_giou_aux_0: 0.4965 (0.4913)  loss_giou_aux_1: 0.4883 (0.4776)  loss_giou_aux_2: 0.4747 (0.4720)  loss_giou_aux_3: 0.4663 (0.4687)  loss_giou_aux_4: 0.4780 (0.4679)  loss_giou_aux_5: 0.5641 (0.5545)  loss_giou_dn_0: 0.5843 (0.5716)  loss_giou_dn_1: 0.4664 (0.4643)  loss_giou_dn_2: 0.4288 (0.4337)  loss_giou_dn_3: 0.4181 (0.4254)  loss_giou_dn_4: 0.4140 (0.4233)  loss_giou_dn_5: 0.4147 (0.4235)  loss_vfl: 0.6717 (0.6636)  loss_vfl_aux_0: 0.7725 (0.7635)  loss_vfl_aux_1: 0.7359 (0.7163)  loss_vfl_aux_2: 0.7108 (0.6903)  loss_vfl_aux_3: 0.6965 (0.6758)  loss_vfl_aux_4: 0.6783 (0.6673)  loss_vfl_aux_5: 0.7527 (0.7514)  loss_vfl_dn_0: 0.4524 (0.4490)  loss_vfl_dn_1: 0.3896 (0.3834)  loss_vfl_dn_2: 0.3748 (0.3676)  loss_vfl_dn_3: 0.3659 (0.3603)  loss_vfl_dn_4: 0.3635 (0.3577)  loss_vfl_dn_5: 0.3638 (0.3570)  time: 0.4800  data: 0.0139  max mem: 5654
Epoch: [50]  [3400/7393]  eta: 0:32:33  lr: 0.000010  loss: 15.8160 (15.5802)  loss_bbox: 0.1542 (0.1499)  loss_bbox_aux_0: 0.1735 (0.1628)  loss_bbox_aux_1: 0.1645 (0.1552)  loss_bbox_aux_2: 0.1544 (0.1520)  loss_bbox_aux_3: 0.1557 (0.1502)  loss_bbox_aux_4: 0.1564 (0.1499)  loss_bbox_aux_5: 0.2048 (0.1988)  loss_bbox_dn_0: 0.2737 (0.2616)  loss_bbox_dn_1: 0.1944 (0.1917)  loss_bbox_dn_2: 0.1696 (0.1713)  loss_bbox_dn_3: 0.1644 (0.1653)  loss_bbox_dn_4: 0.1627 (0.1639)  loss_bbox_dn_5: 0.1627 (0.1639)  loss_giou: 0.4449 (0.4676)  loss_giou_aux_0: 0.4780 (0.4912)  loss_giou_aux_1: 0.4606 (0.4776)  loss_giou_aux_2: 0.4577 (0.4719)  loss_giou_aux_3: 0.4457 (0.4686)  loss_giou_aux_4: 0.4486 (0.4678)  loss_giou_aux_5: 0.5499 (0.5546)  loss_giou_dn_0: 0.5801 (0.5716)  loss_giou_dn_1: 0.4763 (0.4643)  loss_giou_dn_2: 0.4411 (0.4337)  loss_giou_dn_3: 0.4335 (0.4254)  loss_giou_dn_4: 0.4301 (0.4233)  loss_giou_dn_5: 0.4300 (0.4235)  loss_vfl: 0.6744 (0.6635)  loss_vfl_aux_0: 0.7811 (0.7636)  loss_vfl_aux_1: 0.7493 (0.7163)  loss_vfl_aux_2: 0.7040 (0.6903)  loss_vfl_aux_3: 0.7017 (0.6758)  loss_vfl_aux_4: 0.6759 (0.6672)  loss_vfl_aux_5: 0.7536 (0.7512)  loss_vfl_dn_0: 0.4507 (0.4490)  loss_vfl_dn_1: 0.3796 (0.3834)  loss_vfl_dn_2: 0.3695 (0.3676)  loss_vfl_dn_3: 0.3592 (0.3603)  loss_vfl_dn_4: 0.3554 (0.3577)  loss_vfl_dn_5: 0.3532 (0.3570)  time: 0.4808  data: 0.0139  max mem: 5654
Epoch: [50]  [3500/7393]  eta: 0:31:43  lr: 0.000010  loss: 15.9079 (15.5835)  loss_bbox: 0.1513 (0.1500)  loss_bbox_aux_0: 0.1516 (0.1629)  loss_bbox_aux_1: 0.1544 (0.1553)  loss_bbox_aux_2: 0.1533 (0.1521)  loss_bbox_aux_3: 0.1541 (0.1503)  loss_bbox_aux_4: 0.1513 (0.1500)  loss_bbox_aux_5: 0.1892 (0.1989)  loss_bbox_dn_0: 0.2463 (0.2615)  loss_bbox_dn_1: 0.1896 (0.1916)  loss_bbox_dn_2: 0.1713 (0.1712)  loss_bbox_dn_3: 0.1663 (0.1652)  loss_bbox_dn_4: 0.1653 (0.1638)  loss_bbox_dn_5: 0.1653 (0.1638)  loss_giou: 0.4929 (0.4681)  loss_giou_aux_0: 0.5062 (0.4916)  loss_giou_aux_1: 0.4991 (0.4780)  loss_giou_aux_2: 0.5066 (0.4724)  loss_giou_aux_3: 0.4967 (0.4691)  loss_giou_aux_4: 0.4919 (0.4683)  loss_giou_aux_5: 0.5667 (0.5550)  loss_giou_dn_0: 0.5748 (0.5717)  loss_giou_dn_1: 0.4709 (0.4644)  loss_giou_dn_2: 0.4400 (0.4338)  loss_giou_dn_3: 0.4299 (0.4255)  loss_giou_dn_4: 0.4303 (0.4234)  loss_giou_dn_5: 0.4305 (0.4236)  loss_vfl: 0.6490 (0.6633)  loss_vfl_aux_0: 0.7576 (0.7635)  loss_vfl_aux_1: 0.7105 (0.7163)  loss_vfl_aux_2: 0.6800 (0.6901)  loss_vfl_aux_3: 0.6635 (0.6755)  loss_vfl_aux_4: 0.6573 (0.6670)  loss_vfl_aux_5: 0.7354 (0.7512)  loss_vfl_dn_0: 0.4475 (0.4490)  loss_vfl_dn_1: 0.3858 (0.3834)  loss_vfl_dn_2: 0.3649 (0.3677)  loss_vfl_dn_3: 0.3612 (0.3603)  loss_vfl_dn_4: 0.3578 (0.3577)  loss_vfl_dn_5: 0.3599 (0.3570)  time: 0.4792  data: 0.0143  max mem: 5654
Epoch: [50]  [3600/7393]  eta: 0:30:53  lr: 0.000010  loss: 15.8725 (15.5819)  loss_bbox: 0.1552 (0.1499)  loss_bbox_aux_0: 0.1646 (0.1628)  loss_bbox_aux_1: 0.1559 (0.1553)  loss_bbox_aux_2: 0.1588 (0.1521)  loss_bbox_aux_3: 0.1549 (0.1503)  loss_bbox_aux_4: 0.1551 (0.1500)  loss_bbox_aux_5: 0.1938 (0.1988)  loss_bbox_dn_0: 0.2917 (0.2615)  loss_bbox_dn_1: 0.2123 (0.1916)  loss_bbox_dn_2: 0.1937 (0.1712)  loss_bbox_dn_3: 0.1878 (0.1653)  loss_bbox_dn_4: 0.1885 (0.1638)  loss_bbox_dn_5: 0.1884 (0.1638)  loss_giou: 0.4377 (0.4679)  loss_giou_aux_0: 0.4585 (0.4914)  loss_giou_aux_1: 0.4459 (0.4778)  loss_giou_aux_2: 0.4462 (0.4723)  loss_giou_aux_3: 0.4394 (0.4690)  loss_giou_aux_4: 0.4375 (0.4681)  loss_giou_aux_5: 0.5252 (0.5548)  loss_giou_dn_0: 0.5708 (0.5716)  loss_giou_dn_1: 0.4679 (0.4643)  loss_giou_dn_2: 0.4395 (0.4336)  loss_giou_dn_3: 0.4315 (0.4254)  loss_giou_dn_4: 0.4303 (0.4233)  loss_giou_dn_5: 0.4300 (0.4235)  loss_vfl: 0.6843 (0.6632)  loss_vfl_aux_0: 0.7578 (0.7637)  loss_vfl_aux_1: 0.7248 (0.7162)  loss_vfl_aux_2: 0.7295 (0.6901)  loss_vfl_aux_3: 0.7062 (0.6756)  loss_vfl_aux_4: 0.6953 (0.6669)  loss_vfl_aux_5: 0.7800 (0.7512)  loss_vfl_dn_0: 0.4491 (0.4490)  loss_vfl_dn_1: 0.3881 (0.3835)  loss_vfl_dn_2: 0.3716 (0.3677)  loss_vfl_dn_3: 0.3634 (0.3604)  loss_vfl_dn_4: 0.3597 (0.3578)  loss_vfl_dn_5: 0.3608 (0.3571)  time: 0.4777  data: 0.0141  max mem: 5654
Epoch: [50]  [3700/7393]  eta: 0:30:04  lr: 0.000010  loss: 15.2144 (15.5776)  loss_bbox: 0.1479 (0.1499)  loss_bbox_aux_0: 0.1683 (0.1629)  loss_bbox_aux_1: 0.1539 (0.1553)  loss_bbox_aux_2: 0.1504 (0.1521)  loss_bbox_aux_3: 0.1502 (0.1503)  loss_bbox_aux_4: 0.1478 (0.1500)  loss_bbox_aux_5: 0.1986 (0.1988)  loss_bbox_dn_0: 0.2474 (0.2614)  loss_bbox_dn_1: 0.1809 (0.1915)  loss_bbox_dn_2: 0.1674 (0.1711)  loss_bbox_dn_3: 0.1608 (0.1652)  loss_bbox_dn_4: 0.1571 (0.1637)  loss_bbox_dn_5: 0.1571 (0.1638)  loss_giou: 0.4324 (0.4678)  loss_giou_aux_0: 0.4406 (0.4913)  loss_giou_aux_1: 0.4341 (0.4778)  loss_giou_aux_2: 0.4243 (0.4722)  loss_giou_aux_3: 0.4323 (0.4689)  loss_giou_aux_4: 0.4322 (0.4680)  loss_giou_aux_5: 0.5237 (0.5548)  loss_giou_dn_0: 0.5597 (0.5715)  loss_giou_dn_1: 0.4414 (0.4641)  loss_giou_dn_2: 0.4127 (0.4335)  loss_giou_dn_3: 0.4065 (0.4253)  loss_giou_dn_4: 0.4060 (0.4232)  loss_giou_dn_5: 0.4062 (0.4234)  loss_vfl: 0.6793 (0.6630)  loss_vfl_aux_0: 0.7763 (0.7634)  loss_vfl_aux_1: 0.7390 (0.7160)  loss_vfl_aux_2: 0.7038 (0.6898)  loss_vfl_aux_3: 0.6965 (0.6754)  loss_vfl_aux_4: 0.6857 (0.6667)  loss_vfl_aux_5: 0.7528 (0.7508)  loss_vfl_dn_0: 0.4472 (0.4490)  loss_vfl_dn_1: 0.3843 (0.3834)  loss_vfl_dn_2: 0.3624 (0.3676)  loss_vfl_dn_3: 0.3547 (0.3603)  loss_vfl_dn_4: 0.3518 (0.3577)  loss_vfl_dn_5: 0.3516 (0.3570)  time: 0.5013  data: 0.0138  max mem: 5654
Epoch: [50]  [3800/7393]  eta: 0:29:14  lr: 0.000010  loss: 15.5623 (15.5860)  loss_bbox: 0.1467 (0.1502)  loss_bbox_aux_0: 0.1554 (0.1632)  loss_bbox_aux_1: 0.1493 (0.1556)  loss_bbox_aux_2: 0.1497 (0.1524)  loss_bbox_aux_3: 0.1485 (0.1506)  loss_bbox_aux_4: 0.1467 (0.1502)  loss_bbox_aux_5: 0.1910 (0.1990)  loss_bbox_dn_0: 0.2522 (0.2616)  loss_bbox_dn_1: 0.1846 (0.1917)  loss_bbox_dn_2: 0.1631 (0.1713)  loss_bbox_dn_3: 0.1569 (0.1653)  loss_bbox_dn_4: 0.1551 (0.1639)  loss_bbox_dn_5: 0.1551 (0.1639)  loss_giou: 0.4592 (0.4682)  loss_giou_aux_0: 0.4732 (0.4917)  loss_giou_aux_1: 0.4804 (0.4781)  loss_giou_aux_2: 0.4754 (0.4725)  loss_giou_aux_3: 0.4607 (0.4692)  loss_giou_aux_4: 0.4610 (0.4684)  loss_giou_aux_5: 0.5767 (0.5551)  loss_giou_dn_0: 0.5489 (0.5716)  loss_giou_dn_1: 0.4476 (0.4643)  loss_giou_dn_2: 0.4234 (0.4337)  loss_giou_dn_3: 0.4149 (0.4254)  loss_giou_dn_4: 0.4131 (0.4233)  loss_giou_dn_5: 0.4133 (0.4235)  loss_vfl: 0.6502 (0.6632)  loss_vfl_aux_0: 0.7426 (0.7636)  loss_vfl_aux_1: 0.6997 (0.7162)  loss_vfl_aux_2: 0.6715 (0.6901)  loss_vfl_aux_3: 0.6658 (0.6756)  loss_vfl_aux_4: 0.6562 (0.6669)  loss_vfl_aux_5: 0.7343 (0.7510)  loss_vfl_dn_0: 0.4492 (0.4490)  loss_vfl_dn_1: 0.3835 (0.3835)  loss_vfl_dn_2: 0.3665 (0.3677)  loss_vfl_dn_3: 0.3599 (0.3604)  loss_vfl_dn_4: 0.3557 (0.3578)  loss_vfl_dn_5: 0.3545 (0.3571)  time: 0.4768  data: 0.0144  max mem: 5654
Epoch: [50]  [3900/7393]  eta: 0:28:30  lr: 0.000010  loss: 15.6918 (15.5830)  loss_bbox: 0.1370 (0.1501)  loss_bbox_aux_0: 0.1543 (0.1630)  loss_bbox_aux_1: 0.1425 (0.1554)  loss_bbox_aux_2: 0.1428 (0.1523)  loss_bbox_aux_3: 0.1374 (0.1505)  loss_bbox_aux_4: 0.1367 (0.1501)  loss_bbox_aux_5: 0.1810 (0.1988)  loss_bbox_dn_0: 0.2429 (0.2613)  loss_bbox_dn_1: 0.1763 (0.1915)  loss_bbox_dn_2: 0.1512 (0.1711)  loss_bbox_dn_3: 0.1454 (0.1651)  loss_bbox_dn_4: 0.1447 (0.1637)  loss_bbox_dn_5: 0.1447 (0.1637)  loss_giou: 0.4515 (0.4684)  loss_giou_aux_0: 0.4849 (0.4918)  loss_giou_aux_1: 0.4626 (0.4782)  loss_giou_aux_2: 0.4523 (0.4727)  loss_giou_aux_3: 0.4546 (0.4694)  loss_giou_aux_4: 0.4513 (0.4685)  loss_giou_aux_5: 0.5542 (0.5553)  loss_giou_dn_0: 0.5812 (0.5716)  loss_giou_dn_1: 0.4682 (0.4643)  loss_giou_dn_2: 0.4372 (0.4336)  loss_giou_dn_3: 0.4308 (0.4254)  loss_giou_dn_4: 0.4300 (0.4233)  loss_giou_dn_5: 0.4300 (0.4235)  loss_vfl: 0.6417 (0.6630)  loss_vfl_aux_0: 0.7419 (0.7634)  loss_vfl_aux_1: 0.6975 (0.7160)  loss_vfl_aux_2: 0.6653 (0.6898)  loss_vfl_aux_3: 0.6526 (0.6754)  loss_vfl_aux_4: 0.6538 (0.6668)  loss_vfl_aux_5: 0.7303 (0.7507)  loss_vfl_dn_0: 0.4414 (0.4490)  loss_vfl_dn_1: 0.3815 (0.3835)  loss_vfl_dn_2: 0.3632 (0.3677)  loss_vfl_dn_3: 0.3540 (0.3603)  loss_vfl_dn_4: 0.3533 (0.3577)  loss_vfl_dn_5: 0.3525 (0.3570)  time: 0.4688  data: 0.0148  max mem: 5654
Epoch: [50]  [4000/7393]  eta: 0:27:40  lr: 0.000010  loss: 15.8088 (15.5859)  loss_bbox: 0.1464 (0.1502)  loss_bbox_aux_0: 0.1610 (0.1632)  loss_bbox_aux_1: 0.1485 (0.1555)  loss_bbox_aux_2: 0.1464 (0.1524)  loss_bbox_aux_3: 0.1440 (0.1506)  loss_bbox_aux_4: 0.1464 (0.1502)  loss_bbox_aux_5: 0.1872 (0.1990)  loss_bbox_dn_0: 0.2587 (0.2615)  loss_bbox_dn_1: 0.1834 (0.1917)  loss_bbox_dn_2: 0.1700 (0.1713)  loss_bbox_dn_3: 0.1651 (0.1654)  loss_bbox_dn_4: 0.1633 (0.1639)  loss_bbox_dn_5: 0.1633 (0.1639)  loss_giou: 0.4516 (0.4683)  loss_giou_aux_0: 0.4748 (0.4918)  loss_giou_aux_1: 0.4538 (0.4781)  loss_giou_aux_2: 0.4665 (0.4726)  loss_giou_aux_3: 0.4565 (0.4692)  loss_giou_aux_4: 0.4551 (0.4684)  loss_giou_aux_5: 0.5308 (0.5552)  loss_giou_dn_0: 0.5684 (0.5715)  loss_giou_dn_1: 0.4584 (0.4642)  loss_giou_dn_2: 0.4296 (0.4335)  loss_giou_dn_3: 0.4189 (0.4253)  loss_giou_dn_4: 0.4164 (0.4232)  loss_giou_dn_5: 0.4165 (0.4234)  loss_vfl: 0.6721 (0.6633)  loss_vfl_aux_0: 0.7724 (0.7637)  loss_vfl_aux_1: 0.7253 (0.7163)  loss_vfl_aux_2: 0.6844 (0.6900)  loss_vfl_aux_3: 0.6767 (0.6758)  loss_vfl_aux_4: 0.6755 (0.6671)  loss_vfl_aux_5: 0.7364 (0.7509)  loss_vfl_dn_0: 0.4521 (0.4490)  loss_vfl_dn_1: 0.3838 (0.3835)  loss_vfl_dn_2: 0.3662 (0.3677)  loss_vfl_dn_3: 0.3617 (0.3604)  loss_vfl_dn_4: 0.3604 (0.3578)  loss_vfl_dn_5: 0.3606 (0.3570)  time: 0.4784  data: 0.0138  max mem: 5654
Epoch: [50]  [4100/7393]  eta: 0:26:51  lr: 0.000010  loss: 16.0887 (15.5858)  loss_bbox: 0.1484 (0.1501)  loss_bbox_aux_0: 0.1654 (0.1631)  loss_bbox_aux_1: 0.1578 (0.1554)  loss_bbox_aux_2: 0.1527 (0.1523)  loss_bbox_aux_3: 0.1487 (0.1505)  loss_bbox_aux_4: 0.1488 (0.1501)  loss_bbox_aux_5: 0.1964 (0.1989)  loss_bbox_dn_0: 0.2572 (0.2614)  loss_bbox_dn_1: 0.1910 (0.1917)  loss_bbox_dn_2: 0.1701 (0.1713)  loss_bbox_dn_3: 0.1671 (0.1653)  loss_bbox_dn_4: 0.1647 (0.1639)  loss_bbox_dn_5: 0.1650 (0.1639)  loss_giou: 0.4465 (0.4684)  loss_giou_aux_0: 0.4779 (0.4919)  loss_giou_aux_1: 0.4636 (0.4783)  loss_giou_aux_2: 0.4503 (0.4728)  loss_giou_aux_3: 0.4476 (0.4694)  loss_giou_aux_4: 0.4477 (0.4686)  loss_giou_aux_5: 0.5215 (0.5552)  loss_giou_dn_0: 0.5788 (0.5717)  loss_giou_dn_1: 0.4482 (0.4643)  loss_giou_dn_2: 0.4136 (0.4337)  loss_giou_dn_3: 0.4027 (0.4254)  loss_giou_dn_4: 0.4021 (0.4233)  loss_giou_dn_5: 0.4022 (0.4235)  loss_vfl: 0.6465 (0.6632)  loss_vfl_aux_0: 0.7397 (0.7636)  loss_vfl_aux_1: 0.7120 (0.7161)  loss_vfl_aux_2: 0.6752 (0.6898)  loss_vfl_aux_3: 0.6602 (0.6756)  loss_vfl_aux_4: 0.6485 (0.6670)  loss_vfl_aux_5: 0.7377 (0.7508)  loss_vfl_dn_0: 0.4495 (0.4489)  loss_vfl_dn_1: 0.3872 (0.3835)  loss_vfl_dn_2: 0.3668 (0.3677)  loss_vfl_dn_3: 0.3626 (0.3604)  loss_vfl_dn_4: 0.3586 (0.3578)  loss_vfl_dn_5: 0.3595 (0.3571)  time: 0.4858  data: 0.0143  max mem: 5654
Epoch: [50]  [4200/7393]  eta: 0:26:02  lr: 0.000010  loss: 15.2936 (15.5850)  loss_bbox: 0.1515 (0.1500)  loss_bbox_aux_0: 0.1570 (0.1630)  loss_bbox_aux_1: 0.1572 (0.1554)  loss_bbox_aux_2: 0.1525 (0.1523)  loss_bbox_aux_3: 0.1479 (0.1504)  loss_bbox_aux_4: 0.1524 (0.1500)  loss_bbox_aux_5: 0.1898 (0.1988)  loss_bbox_dn_0: 0.2471 (0.2614)  loss_bbox_dn_1: 0.1866 (0.1917)  loss_bbox_dn_2: 0.1612 (0.1712)  loss_bbox_dn_3: 0.1578 (0.1653)  loss_bbox_dn_4: 0.1564 (0.1639)  loss_bbox_dn_5: 0.1564 (0.1639)  loss_giou: 0.3980 (0.4684)  loss_giou_aux_0: 0.4465 (0.4918)  loss_giou_aux_1: 0.4219 (0.4782)  loss_giou_aux_2: 0.4263 (0.4727)  loss_giou_aux_3: 0.4075 (0.4693)  loss_giou_aux_4: 0.3992 (0.4686)  loss_giou_aux_5: 0.5274 (0.5552)  loss_giou_dn_0: 0.5425 (0.5717)  loss_giou_dn_1: 0.4304 (0.4643)  loss_giou_dn_2: 0.4026 (0.4337)  loss_giou_dn_3: 0.3965 (0.4254)  loss_giou_dn_4: 0.3940 (0.4233)  loss_giou_dn_5: 0.3943 (0.4235)  loss_vfl: 0.6639 (0.6633)  loss_vfl_aux_0: 0.7556 (0.7636)  loss_vfl_aux_1: 0.7288 (0.7162)  loss_vfl_aux_2: 0.6857 (0.6899)  loss_vfl_aux_3: 0.6796 (0.6756)  loss_vfl_aux_4: 0.6733 (0.6670)  loss_vfl_aux_5: 0.7542 (0.7509)  loss_vfl_dn_0: 0.4435 (0.4489)  loss_vfl_dn_1: 0.3778 (0.3835)  loss_vfl_dn_2: 0.3608 (0.3677)  loss_vfl_dn_3: 0.3508 (0.3604)  loss_vfl_dn_4: 0.3474 (0.3578)  loss_vfl_dn_5: 0.3472 (0.3571)  time: 0.4933  data: 0.0141  max mem: 5654
Epoch: [50]  [4300/7393]  eta: 0:25:13  lr: 0.000010  loss: 15.7204 (15.5846)  loss_bbox: 0.1483 (0.1500)  loss_bbox_aux_0: 0.1607 (0.1630)  loss_bbox_aux_1: 0.1623 (0.1555)  loss_bbox_aux_2: 0.1511 (0.1523)  loss_bbox_aux_3: 0.1536 (0.1504)  loss_bbox_aux_4: 0.1496 (0.1501)  loss_bbox_aux_5: 0.1929 (0.1989)  loss_bbox_dn_0: 0.2512 (0.2613)  loss_bbox_dn_1: 0.1831 (0.1915)  loss_bbox_dn_2: 0.1628 (0.1711)  loss_bbox_dn_3: 0.1593 (0.1652)  loss_bbox_dn_4: 0.1599 (0.1638)  loss_bbox_dn_5: 0.1600 (0.1638)  loss_giou: 0.4490 (0.4685)  loss_giou_aux_0: 0.4749 (0.4919)  loss_giou_aux_1: 0.4536 (0.4783)  loss_giou_aux_2: 0.4658 (0.4728)  loss_giou_aux_3: 0.4446 (0.4695)  loss_giou_aux_4: 0.4565 (0.4687)  loss_giou_aux_5: 0.5267 (0.5552)  loss_giou_dn_0: 0.5681 (0.5715)  loss_giou_dn_1: 0.4586 (0.4642)  loss_giou_dn_2: 0.4281 (0.4335)  loss_giou_dn_3: 0.4198 (0.4253)  loss_giou_dn_4: 0.4152 (0.4232)  loss_giou_dn_5: 0.4154 (0.4234)  loss_vfl: 0.6774 (0.6632)  loss_vfl_aux_0: 0.7544 (0.7638)  loss_vfl_aux_1: 0.7389 (0.7162)  loss_vfl_aux_2: 0.7071 (0.6899)  loss_vfl_aux_3: 0.6810 (0.6756)  loss_vfl_aux_4: 0.6831 (0.6670)  loss_vfl_aux_5: 0.7530 (0.7511)  loss_vfl_dn_0: 0.4480 (0.4490)  loss_vfl_dn_1: 0.3867 (0.3835)  loss_vfl_dn_2: 0.3703 (0.3677)  loss_vfl_dn_3: 0.3660 (0.3603)  loss_vfl_dn_4: 0.3647 (0.3577)  loss_vfl_dn_5: 0.3635 (0.3570)  time: 0.4852  data: 0.0137  max mem: 5654
Epoch: [50]  [4400/7393]  eta: 0:24:23  lr: 0.000010  loss: 15.5237 (15.5816)  loss_bbox: 0.1417 (0.1500)  loss_bbox_aux_0: 0.1549 (0.1629)  loss_bbox_aux_1: 0.1487 (0.1554)  loss_bbox_aux_2: 0.1424 (0.1523)  loss_bbox_aux_3: 0.1390 (0.1504)  loss_bbox_aux_4: 0.1434 (0.1501)  loss_bbox_aux_5: 0.2133 (0.1989)  loss_bbox_dn_0: 0.2613 (0.2614)  loss_bbox_dn_1: 0.1824 (0.1916)  loss_bbox_dn_2: 0.1661 (0.1712)  loss_bbox_dn_3: 0.1611 (0.1653)  loss_bbox_dn_4: 0.1608 (0.1639)  loss_bbox_dn_5: 0.1608 (0.1639)  loss_giou: 0.4261 (0.4682)  loss_giou_aux_0: 0.4591 (0.4915)  loss_giou_aux_1: 0.4301 (0.4779)  loss_giou_aux_2: 0.4214 (0.4724)  loss_giou_aux_3: 0.4201 (0.4691)  loss_giou_aux_4: 0.4285 (0.4683)  loss_giou_aux_5: 0.5434 (0.5549)  loss_giou_dn_0: 0.5631 (0.5714)  loss_giou_dn_1: 0.4520 (0.4640)  loss_giou_dn_2: 0.4200 (0.4334)  loss_giou_dn_3: 0.4102 (0.4251)  loss_giou_dn_4: 0.4095 (0.4230)  loss_giou_dn_5: 0.4095 (0.4232)  loss_vfl: 0.6774 (0.6632)  loss_vfl_aux_0: 0.7775 (0.7639)  loss_vfl_aux_1: 0.7459 (0.7162)  loss_vfl_aux_2: 0.7030 (0.6899)  loss_vfl_aux_3: 0.6997 (0.6756)  loss_vfl_aux_4: 0.6780 (0.6670)  loss_vfl_aux_5: 0.7961 (0.7512)  loss_vfl_dn_0: 0.4506 (0.4489)  loss_vfl_dn_1: 0.3834 (0.3834)  loss_vfl_dn_2: 0.3703 (0.3676)  loss_vfl_dn_3: 0.3641 (0.3603)  loss_vfl_dn_4: 0.3610 (0.3577)  loss_vfl_dn_5: 0.3605 (0.3570)  time: 0.4767  data: 0.0135  max mem: 5654
Epoch: [50]  [4500/7393]  eta: 0:23:34  lr: 0.000010  loss: 15.7899 (15.5829)  loss_bbox: 0.1522 (0.1502)  loss_bbox_aux_0: 0.1692 (0.1631)  loss_bbox_aux_1: 0.1604 (0.1556)  loss_bbox_aux_2: 0.1548 (0.1524)  loss_bbox_aux_3: 0.1486 (0.1506)  loss_bbox_aux_4: 0.1523 (0.1502)  loss_bbox_aux_5: 0.2060 (0.1991)  loss_bbox_dn_0: 0.2447 (0.2616)  loss_bbox_dn_1: 0.1787 (0.1918)  loss_bbox_dn_2: 0.1524 (0.1714)  loss_bbox_dn_3: 0.1481 (0.1654)  loss_bbox_dn_4: 0.1477 (0.1640)  loss_bbox_dn_5: 0.1476 (0.1640)  loss_giou: 0.4502 (0.4680)  loss_giou_aux_0: 0.4688 (0.4913)  loss_giou_aux_1: 0.4577 (0.4777)  loss_giou_aux_2: 0.4509 (0.4722)  loss_giou_aux_3: 0.4505 (0.4689)  loss_giou_aux_4: 0.4511 (0.4681)  loss_giou_aux_5: 0.5482 (0.5547)  loss_giou_dn_0: 0.5538 (0.5713)  loss_giou_dn_1: 0.4453 (0.4639)  loss_giou_dn_2: 0.4192 (0.4333)  loss_giou_dn_3: 0.4101 (0.4250)  loss_giou_dn_4: 0.4074 (0.4229)  loss_giou_dn_5: 0.4072 (0.4231)  loss_vfl: 0.6583 (0.6634)  loss_vfl_aux_0: 0.7521 (0.7640)  loss_vfl_aux_1: 0.7122 (0.7163)  loss_vfl_aux_2: 0.6647 (0.6900)  loss_vfl_aux_3: 0.6608 (0.6757)  loss_vfl_aux_4: 0.6590 (0.6671)  loss_vfl_aux_5: 0.7371 (0.7513)  loss_vfl_dn_0: 0.4483 (0.4490)  loss_vfl_dn_1: 0.3885 (0.3834)  loss_vfl_dn_2: 0.3725 (0.3676)  loss_vfl_dn_3: 0.3643 (0.3603)  loss_vfl_dn_4: 0.3608 (0.3577)  loss_vfl_dn_5: 0.3596 (0.3570)  time: 0.4770  data: 0.0150  max mem: 5654
Epoch: [50]  [4600/7393]  eta: 0:22:44  lr: 0.000010  loss: 15.8142 (15.5877)  loss_bbox: 0.1437 (0.1502)  loss_bbox_aux_0: 0.1604 (0.1631)  loss_bbox_aux_1: 0.1467 (0.1556)  loss_bbox_aux_2: 0.1421 (0.1524)  loss_bbox_aux_3: 0.1470 (0.1506)  loss_bbox_aux_4: 0.1461 (0.1502)  loss_bbox_aux_5: 0.1915 (0.1991)  loss_bbox_dn_0: 0.2610 (0.2615)  loss_bbox_dn_1: 0.2056 (0.1917)  loss_bbox_dn_2: 0.1858 (0.1713)  loss_bbox_dn_3: 0.1729 (0.1654)  loss_bbox_dn_4: 0.1689 (0.1640)  loss_bbox_dn_5: 0.1689 (0.1640)  loss_giou: 0.4560 (0.4684)  loss_giou_aux_0: 0.4781 (0.4917)  loss_giou_aux_1: 0.4687 (0.4781)  loss_giou_aux_2: 0.4730 (0.4726)  loss_giou_aux_3: 0.4551 (0.4693)  loss_giou_aux_4: 0.4561 (0.4685)  loss_giou_aux_5: 0.5576 (0.5552)  loss_giou_dn_0: 0.5788 (0.5717)  loss_giou_dn_1: 0.4832 (0.4643)  loss_giou_dn_2: 0.4458 (0.4336)  loss_giou_dn_3: 0.4360 (0.4253)  loss_giou_dn_4: 0.4340 (0.4233)  loss_giou_dn_5: 0.4342 (0.4235)  loss_vfl: 0.6851 (0.6633)  loss_vfl_aux_0: 0.7868 (0.7639)  loss_vfl_aux_1: 0.7451 (0.7164)  loss_vfl_aux_2: 0.7031 (0.6900)  loss_vfl_aux_3: 0.6959 (0.6757)  loss_vfl_aux_4: 0.6861 (0.6671)  loss_vfl_aux_5: 0.7502 (0.7512)  loss_vfl_dn_0: 0.4519 (0.4490)  loss_vfl_dn_1: 0.3859 (0.3835)  loss_vfl_dn_2: 0.3748 (0.3677)  loss_vfl_dn_3: 0.3724 (0.3604)  loss_vfl_dn_4: 0.3696 (0.3578)  loss_vfl_dn_5: 0.3685 (0.3570)  time: 0.4852  data: 0.0140  max mem: 5654
Epoch: [50]  [4700/7393]  eta: 0:21:55  lr: 0.000010  loss: 15.1140 (15.5901)  loss_bbox: 0.1431 (0.1502)  loss_bbox_aux_0: 0.1481 (0.1631)  loss_bbox_aux_1: 0.1437 (0.1556)  loss_bbox_aux_2: 0.1425 (0.1524)  loss_bbox_aux_3: 0.1395 (0.1506)  loss_bbox_aux_4: 0.1351 (0.1502)  loss_bbox_aux_5: 0.1864 (0.1990)  loss_bbox_dn_0: 0.2432 (0.2614)  loss_bbox_dn_1: 0.1692 (0.1917)  loss_bbox_dn_2: 0.1558 (0.1713)  loss_bbox_dn_3: 0.1511 (0.1654)  loss_bbox_dn_4: 0.1491 (0.1640)  loss_bbox_dn_5: 0.1491 (0.1640)  loss_giou: 0.4548 (0.4686)  loss_giou_aux_0: 0.4632 (0.4919)  loss_giou_aux_1: 0.4519 (0.4783)  loss_giou_aux_2: 0.4516 (0.4729)  loss_giou_aux_3: 0.4585 (0.4695)  loss_giou_aux_4: 0.4558 (0.4687)  loss_giou_aux_5: 0.5220 (0.5554)  loss_giou_dn_0: 0.5621 (0.5717)  loss_giou_dn_1: 0.4411 (0.4644)  loss_giou_dn_2: 0.4061 (0.4338)  loss_giou_dn_3: 0.3928 (0.4255)  loss_giou_dn_4: 0.3892 (0.4234)  loss_giou_dn_5: 0.3893 (0.4236)  loss_vfl: 0.6292 (0.6635)  loss_vfl_aux_0: 0.7453 (0.7639)  loss_vfl_aux_1: 0.6634 (0.7164)  loss_vfl_aux_2: 0.6693 (0.6901)  loss_vfl_aux_3: 0.6445 (0.6758)  loss_vfl_aux_4: 0.6390 (0.6673)  loss_vfl_aux_5: 0.6933 (0.7512)  loss_vfl_dn_0: 0.4377 (0.4490)  loss_vfl_dn_1: 0.3834 (0.3835)  loss_vfl_dn_2: 0.3685 (0.3677)  loss_vfl_dn_3: 0.3585 (0.3604)  loss_vfl_dn_4: 0.3526 (0.3577)  loss_vfl_dn_5: 0.3524 (0.3570)  time: 0.4844  data: 0.0139  max mem: 5654
Epoch: [50]  [4800/7393]  eta: 0:21:06  lr: 0.000010  loss: 15.6624 (15.5879)  loss_bbox: 0.1405 (0.1501)  loss_bbox_aux_0: 0.1400 (0.1630)  loss_bbox_aux_1: 0.1329 (0.1555)  loss_bbox_aux_2: 0.1356 (0.1523)  loss_bbox_aux_3: 0.1417 (0.1505)  loss_bbox_aux_4: 0.1472 (0.1501)  loss_bbox_aux_5: 0.1792 (0.1989)  loss_bbox_dn_0: 0.2161 (0.2613)  loss_bbox_dn_1: 0.1657 (0.1915)  loss_bbox_dn_2: 0.1409 (0.1712)  loss_bbox_dn_3: 0.1357 (0.1652)  loss_bbox_dn_4: 0.1340 (0.1638)  loss_bbox_dn_5: 0.1340 (0.1638)  loss_giou: 0.4463 (0.4684)  loss_giou_aux_0: 0.4660 (0.4919)  loss_giou_aux_1: 0.4440 (0.4783)  loss_giou_aux_2: 0.4443 (0.4728)  loss_giou_aux_3: 0.4437 (0.4694)  loss_giou_aux_4: 0.4457 (0.4686)  loss_giou_aux_5: 0.5188 (0.5553)  loss_giou_dn_0: 0.5677 (0.5717)  loss_giou_dn_1: 0.4501 (0.4643)  loss_giou_dn_2: 0.4139 (0.4337)  loss_giou_dn_3: 0.4068 (0.4254)  loss_giou_dn_4: 0.4052 (0.4233)  loss_giou_dn_5: 0.4052 (0.4235)  loss_vfl: 0.6606 (0.6636)  loss_vfl_aux_0: 0.7547 (0.7640)  loss_vfl_aux_1: 0.7124 (0.7165)  loss_vfl_aux_2: 0.6966 (0.6900)  loss_vfl_aux_3: 0.6763 (0.6759)  loss_vfl_aux_4: 0.6638 (0.6674)  loss_vfl_aux_5: 0.7411 (0.7513)  loss_vfl_dn_0: 0.4504 (0.4490)  loss_vfl_dn_1: 0.3839 (0.3835)  loss_vfl_dn_2: 0.3675 (0.3677)  loss_vfl_dn_3: 0.3613 (0.3604)  loss_vfl_dn_4: 0.3602 (0.3577)  loss_vfl_dn_5: 0.3588 (0.3570)  time: 0.4793  data: 0.0140  max mem: 5654
Epoch: [50]  [4900/7393]  eta: 0:20:16  lr: 0.000010  loss: 15.4154 (15.5888)  loss_bbox: 0.1434 (0.1501)  loss_bbox_aux_0: 0.1608 (0.1629)  loss_bbox_aux_1: 0.1515 (0.1555)  loss_bbox_aux_2: 0.1527 (0.1524)  loss_bbox_aux_3: 0.1446 (0.1505)  loss_bbox_aux_4: 0.1434 (0.1501)  loss_bbox_aux_5: 0.1942 (0.1989)  loss_bbox_dn_0: 0.2438 (0.2614)  loss_bbox_dn_1: 0.1873 (0.1916)  loss_bbox_dn_2: 0.1702 (0.1712)  loss_bbox_dn_3: 0.1645 (0.1653)  loss_bbox_dn_4: 0.1639 (0.1639)  loss_bbox_dn_5: 0.1639 (0.1639)  loss_giou: 0.4204 (0.4683)  loss_giou_aux_0: 0.4554 (0.4918)  loss_giou_aux_1: 0.4342 (0.4782)  loss_giou_aux_2: 0.4256 (0.4728)  loss_giou_aux_3: 0.4219 (0.4693)  loss_giou_aux_4: 0.4204 (0.4685)  loss_giou_aux_5: 0.5103 (0.5553)  loss_giou_dn_0: 0.5637 (0.5717)  loss_giou_dn_1: 0.4451 (0.4643)  loss_giou_dn_2: 0.4119 (0.4337)  loss_giou_dn_3: 0.3991 (0.4254)  loss_giou_dn_4: 0.3978 (0.4233)  loss_giou_dn_5: 0.3980 (0.4235)  loss_vfl: 0.6959 (0.6639)  loss_vfl_aux_0: 0.7811 (0.7643)  loss_vfl_aux_1: 0.7325 (0.7167)  loss_vfl_aux_2: 0.7053 (0.6901)  loss_vfl_aux_3: 0.7040 (0.6761)  loss_vfl_aux_4: 0.6988 (0.6677)  loss_vfl_aux_5: 0.7333 (0.7514)  loss_vfl_dn_0: 0.4407 (0.4489)  loss_vfl_dn_1: 0.3805 (0.3834)  loss_vfl_dn_2: 0.3650 (0.3676)  loss_vfl_dn_3: 0.3568 (0.3603)  loss_vfl_dn_4: 0.3545 (0.3577)  loss_vfl_dn_5: 0.3540 (0.3570)  time: 0.4641  data: 0.0142  max mem: 5654
Epoch: [50]  [5000/7393]  eta: 0:19:27  lr: 0.000010  loss: 16.1697 (15.5931)  loss_bbox: 0.1498 (0.1500)  loss_bbox_aux_0: 0.1598 (0.1629)  loss_bbox_aux_1: 0.1587 (0.1554)  loss_bbox_aux_2: 0.1544 (0.1524)  loss_bbox_aux_3: 0.1550 (0.1505)  loss_bbox_aux_4: 0.1439 (0.1500)  loss_bbox_aux_5: 0.1994 (0.1988)  loss_bbox_dn_0: 0.2739 (0.2613)  loss_bbox_dn_1: 0.1949 (0.1916)  loss_bbox_dn_2: 0.1751 (0.1712)  loss_bbox_dn_3: 0.1635 (0.1653)  loss_bbox_dn_4: 0.1624 (0.1638)  loss_bbox_dn_5: 0.1624 (0.1639)  loss_giou: 0.4779 (0.4685)  loss_giou_aux_0: 0.4836 (0.4919)  loss_giou_aux_1: 0.4835 (0.4784)  loss_giou_aux_2: 0.4795 (0.4730)  loss_giou_aux_3: 0.4755 (0.4695)  loss_giou_aux_4: 0.4794 (0.4686)  loss_giou_aux_5: 0.5742 (0.5556)  loss_giou_dn_0: 0.5926 (0.5719)  loss_giou_dn_1: 0.4877 (0.4645)  loss_giou_dn_2: 0.4558 (0.4339)  loss_giou_dn_3: 0.4469 (0.4256)  loss_giou_dn_4: 0.4455 (0.4235)  loss_giou_dn_5: 0.4458 (0.4237)  loss_vfl: 0.6471 (0.6643)  loss_vfl_aux_0: 0.7989 (0.7647)  loss_vfl_aux_1: 0.7291 (0.7170)  loss_vfl_aux_2: 0.6836 (0.6903)  loss_vfl_aux_3: 0.6570 (0.6763)  loss_vfl_aux_4: 0.6541 (0.6680)  loss_vfl_aux_5: 0.7443 (0.7515)  loss_vfl_dn_0: 0.4444 (0.4490)  loss_vfl_dn_1: 0.3887 (0.3835)  loss_vfl_dn_2: 0.3743 (0.3677)  loss_vfl_dn_3: 0.3631 (0.3604)  loss_vfl_dn_4: 0.3634 (0.3578)  loss_vfl_dn_5: 0.3627 (0.3571)  time: 0.5020  data: 0.0140  max mem: 5654
Epoch: [50]  [5100/7393]  eta: 0:18:38  lr: 0.000010  loss: 15.7267 (15.5937)  loss_bbox: 0.1479 (0.1500)  loss_bbox_aux_0: 0.1571 (0.1628)  loss_bbox_aux_1: 0.1500 (0.1554)  loss_bbox_aux_2: 0.1508 (0.1523)  loss_bbox_aux_3: 0.1467 (0.1504)  loss_bbox_aux_4: 0.1493 (0.1500)  loss_bbox_aux_5: 0.1817 (0.1987)  loss_bbox_dn_0: 0.2344 (0.2612)  loss_bbox_dn_1: 0.1659 (0.1915)  loss_bbox_dn_2: 0.1522 (0.1711)  loss_bbox_dn_3: 0.1490 (0.1652)  loss_bbox_dn_4: 0.1484 (0.1638)  loss_bbox_dn_5: 0.1484 (0.1638)  loss_giou: 0.4749 (0.4686)  loss_giou_aux_0: 0.4983 (0.4921)  loss_giou_aux_1: 0.4930 (0.4785)  loss_giou_aux_2: 0.4771 (0.4731)  loss_giou_aux_3: 0.4773 (0.4696)  loss_giou_aux_4: 0.4791 (0.4687)  loss_giou_aux_5: 0.5619 (0.5557)  loss_giou_dn_0: 0.5764 (0.5719)  loss_giou_dn_1: 0.4648 (0.4646)  loss_giou_dn_2: 0.4339 (0.4339)  loss_giou_dn_3: 0.4261 (0.4256)  loss_giou_dn_4: 0.4238 (0.4235)  loss_giou_dn_5: 0.4233 (0.4237)  loss_vfl: 0.6388 (0.6644)  loss_vfl_aux_0: 0.7390 (0.7648)  loss_vfl_aux_1: 0.6897 (0.7170)  loss_vfl_aux_2: 0.6606 (0.6905)  loss_vfl_aux_3: 0.6445 (0.6763)  loss_vfl_aux_4: 0.6410 (0.6681)  loss_vfl_aux_5: 0.7265 (0.7515)  loss_vfl_dn_0: 0.4417 (0.4489)  loss_vfl_dn_1: 0.3840 (0.3835)  loss_vfl_dn_2: 0.3675 (0.3677)  loss_vfl_dn_3: 0.3586 (0.3604)  loss_vfl_dn_4: 0.3553 (0.3578)  loss_vfl_dn_5: 0.3553 (0.3571)  time: 0.4788  data: 0.0139  max mem: 5654
Epoch: [50]  [5200/7393]  eta: 0:17:49  lr: 0.000010  loss: 15.4889 (15.5957)  loss_bbox: 0.1553 (0.1500)  loss_bbox_aux_0: 0.1686 (0.1628)  loss_bbox_aux_1: 0.1634 (0.1554)  loss_bbox_aux_2: 0.1635 (0.1523)  loss_bbox_aux_3: 0.1576 (0.1505)  loss_bbox_aux_4: 0.1581 (0.1500)  loss_bbox_aux_5: 0.2125 (0.1988)  loss_bbox_dn_0: 0.2941 (0.2612)  loss_bbox_dn_1: 0.2010 (0.1915)  loss_bbox_dn_2: 0.1777 (0.1711)  loss_bbox_dn_3: 0.1705 (0.1652)  loss_bbox_dn_4: 0.1678 (0.1638)  loss_bbox_dn_5: 0.1678 (0.1638)  loss_giou: 0.4118 (0.4688)  loss_giou_aux_0: 0.4508 (0.4922)  loss_giou_aux_1: 0.4380 (0.4787)  loss_giou_aux_2: 0.4370 (0.4734)  loss_giou_aux_3: 0.4167 (0.4699)  loss_giou_aux_4: 0.4182 (0.4690)  loss_giou_aux_5: 0.5158 (0.5559)  loss_giou_dn_0: 0.5483 (0.5721)  loss_giou_dn_1: 0.4452 (0.4647)  loss_giou_dn_2: 0.4172 (0.4341)  loss_giou_dn_3: 0.4082 (0.4258)  loss_giou_dn_4: 0.4046 (0.4237)  loss_giou_dn_5: 0.4044 (0.4239)  loss_vfl: 0.6514 (0.6642)  loss_vfl_aux_0: 0.7681 (0.7648)  loss_vfl_aux_1: 0.7344 (0.7170)  loss_vfl_aux_2: 0.6844 (0.6903)  loss_vfl_aux_3: 0.6718 (0.6762)  loss_vfl_aux_4: 0.6471 (0.6680)  loss_vfl_aux_5: 0.7602 (0.7514)  loss_vfl_dn_0: 0.4513 (0.4489)  loss_vfl_dn_1: 0.3861 (0.3835)  loss_vfl_dn_2: 0.3668 (0.3677)  loss_vfl_dn_3: 0.3606 (0.3604)  loss_vfl_dn_4: 0.3588 (0.3578)  loss_vfl_dn_5: 0.3577 (0.3571)  time: 0.4860  data: 0.0144  max mem: 5654
Epoch: [50]  [5300/7393]  eta: 0:17:00  lr: 0.000010  loss: 15.3124 (15.5994)  loss_bbox: 0.1389 (0.1501)  loss_bbox_aux_0: 0.1599 (0.1628)  loss_bbox_aux_1: 0.1474 (0.1554)  loss_bbox_aux_2: 0.1398 (0.1524)  loss_bbox_aux_3: 0.1382 (0.1505)  loss_bbox_aux_4: 0.1418 (0.1501)  loss_bbox_aux_5: 0.1987 (0.1988)  loss_bbox_dn_0: 0.2524 (0.2612)  loss_bbox_dn_1: 0.1850 (0.1915)  loss_bbox_dn_2: 0.1643 (0.1711)  loss_bbox_dn_3: 0.1613 (0.1652)  loss_bbox_dn_4: 0.1574 (0.1637)  loss_bbox_dn_5: 0.1571 (0.1638)  loss_giou: 0.4364 (0.4691)  loss_giou_aux_0: 0.4477 (0.4925)  loss_giou_aux_1: 0.4263 (0.4789)  loss_giou_aux_2: 0.4407 (0.4736)  loss_giou_aux_3: 0.4378 (0.4702)  loss_giou_aux_4: 0.4369 (0.4693)  loss_giou_aux_5: 0.5272 (0.5562)  loss_giou_dn_0: 0.5497 (0.5723)  loss_giou_dn_1: 0.4332 (0.4649)  loss_giou_dn_2: 0.4072 (0.4342)  loss_giou_dn_3: 0.4018 (0.4259)  loss_giou_dn_4: 0.4006 (0.4239)  loss_giou_dn_5: 0.4005 (0.4241)  loss_vfl: 0.6842 (0.6642)  loss_vfl_aux_0: 0.7880 (0.7649)  loss_vfl_aux_1: 0.7568 (0.7171)  loss_vfl_aux_2: 0.7121 (0.6902)  loss_vfl_aux_3: 0.7038 (0.6762)  loss_vfl_aux_4: 0.6912 (0.6680)  loss_vfl_aux_5: 0.7408 (0.7514)  loss_vfl_dn_0: 0.4532 (0.4489)  loss_vfl_dn_1: 0.3824 (0.3836)  loss_vfl_dn_2: 0.3665 (0.3678)  loss_vfl_dn_3: 0.3576 (0.3605)  loss_vfl_dn_4: 0.3579 (0.3579)  loss_vfl_dn_5: 0.3565 (0.3572)  time: 0.4882  data: 0.0141  max mem: 5654
Epoch: [50]  [5400/7393]  eta: 0:16:11  lr: 0.000010  loss: 15.5933 (15.5986)  loss_bbox: 0.1415 (0.1501)  loss_bbox_aux_0: 0.1537 (0.1628)  loss_bbox_aux_1: 0.1411 (0.1554)  loss_bbox_aux_2: 0.1421 (0.1524)  loss_bbox_aux_3: 0.1430 (0.1505)  loss_bbox_aux_4: 0.1414 (0.1501)  loss_bbox_aux_5: 0.1867 (0.1988)  loss_bbox_dn_0: 0.2475 (0.2613)  loss_bbox_dn_1: 0.1770 (0.1915)  loss_bbox_dn_2: 0.1600 (0.1711)  loss_bbox_dn_3: 0.1478 (0.1652)  loss_bbox_dn_4: 0.1435 (0.1638)  loss_bbox_dn_5: 0.1434 (0.1638)  loss_giou: 0.4540 (0.4691)  loss_giou_aux_0: 0.4943 (0.4925)  loss_giou_aux_1: 0.4608 (0.4789)  loss_giou_aux_2: 0.4693 (0.4736)  loss_giou_aux_3: 0.4579 (0.4701)  loss_giou_aux_4: 0.4519 (0.4692)  loss_giou_aux_5: 0.5460 (0.5562)  loss_giou_dn_0: 0.5782 (0.5722)  loss_giou_dn_1: 0.4607 (0.4648)  loss_giou_dn_2: 0.4270 (0.4342)  loss_giou_dn_3: 0.4170 (0.4258)  loss_giou_dn_4: 0.4129 (0.4238)  loss_giou_dn_5: 0.4128 (0.4240)  loss_vfl: 0.6564 (0.6642)  loss_vfl_aux_0: 0.7620 (0.7649)  loss_vfl_aux_1: 0.7099 (0.7172)  loss_vfl_aux_2: 0.6850 (0.6902)  loss_vfl_aux_3: 0.6635 (0.6762)  loss_vfl_aux_4: 0.6678 (0.6680)  loss_vfl_aux_5: 0.7469 (0.7513)  loss_vfl_dn_0: 0.4513 (0.4490)  loss_vfl_dn_1: 0.3842 (0.3836)  loss_vfl_dn_2: 0.3653 (0.3678)  loss_vfl_dn_3: 0.3597 (0.3604)  loss_vfl_dn_4: 0.3569 (0.3578)  loss_vfl_dn_5: 0.3542 (0.3571)  time: 0.4848  data: 0.0150  max mem: 5654
Epoch: [50]  [5500/7393]  eta: 0:15:24  lr: 0.000010  loss: 15.8278 (15.6025)  loss_bbox: 0.1473 (0.1501)  loss_bbox_aux_0: 0.1571 (0.1628)  loss_bbox_aux_1: 0.1514 (0.1554)  loss_bbox_aux_2: 0.1525 (0.1524)  loss_bbox_aux_3: 0.1543 (0.1506)  loss_bbox_aux_4: 0.1534 (0.1501)  loss_bbox_aux_5: 0.1885 (0.1988)  loss_bbox_dn_0: 0.2238 (0.2612)  loss_bbox_dn_1: 0.1878 (0.1914)  loss_bbox_dn_2: 0.1664 (0.1710)  loss_bbox_dn_3: 0.1561 (0.1651)  loss_bbox_dn_4: 0.1537 (0.1637)  loss_bbox_dn_5: 0.1538 (0.1637)  loss_giou: 0.4763 (0.4695)  loss_giou_aux_0: 0.5110 (0.4929)  loss_giou_aux_1: 0.4915 (0.4793)  loss_giou_aux_2: 0.4891 (0.4741)  loss_giou_aux_3: 0.4853 (0.4706)  loss_giou_aux_4: 0.4816 (0.4696)  loss_giou_aux_5: 0.5697 (0.5566)  loss_giou_dn_0: 0.5889 (0.5724)  loss_giou_dn_1: 0.4646 (0.4650)  loss_giou_dn_2: 0.4284 (0.4343)  loss_giou_dn_3: 0.4191 (0.4260)  loss_giou_dn_4: 0.4163 (0.4240)  loss_giou_dn_5: 0.4163 (0.4242)  loss_vfl: 0.6591 (0.6641)  loss_vfl_aux_0: 0.7302 (0.7649)  loss_vfl_aux_1: 0.6990 (0.7172)  loss_vfl_aux_2: 0.6736 (0.6901)  loss_vfl_aux_3: 0.6629 (0.6761)  loss_vfl_aux_4: 0.6703 (0.6679)  loss_vfl_aux_5: 0.7133 (0.7511)  loss_vfl_dn_0: 0.4537 (0.4490)  loss_vfl_dn_1: 0.3888 (0.3836)  loss_vfl_dn_2: 0.3727 (0.3678)  loss_vfl_dn_3: 0.3651 (0.3605)  loss_vfl_dn_4: 0.3621 (0.3579)  loss_vfl_dn_5: 0.3627 (0.3572)  time: 0.4749  data: 0.0142  max mem: 5654
Epoch: [50]  [5600/7393]  eta: 0:14:37  lr: 0.000010  loss: 16.0382 (15.6020)  loss_bbox: 0.1459 (0.1501)  loss_bbox_aux_0: 0.1658 (0.1628)  loss_bbox_aux_1: 0.1580 (0.1554)  loss_bbox_aux_2: 0.1475 (0.1524)  loss_bbox_aux_3: 0.1418 (0.1506)  loss_bbox_aux_4: 0.1459 (0.1501)  loss_bbox_aux_5: 0.1998 (0.1988)  loss_bbox_dn_0: 0.2432 (0.2611)  loss_bbox_dn_1: 0.1694 (0.1913)  loss_bbox_dn_2: 0.1479 (0.1709)  loss_bbox_dn_3: 0.1421 (0.1650)  loss_bbox_dn_4: 0.1427 (0.1636)  loss_bbox_dn_5: 0.1427 (0.1636)  loss_giou: 0.5024 (0.4697)  loss_giou_aux_0: 0.5195 (0.4930)  loss_giou_aux_1: 0.5223 (0.4795)  loss_giou_aux_2: 0.5204 (0.4743)  loss_giou_aux_3: 0.5173 (0.4708)  loss_giou_aux_4: 0.5049 (0.4699)  loss_giou_aux_5: 0.6011 (0.5567)  loss_giou_dn_0: 0.6006 (0.5725)  loss_giou_dn_1: 0.5011 (0.4651)  loss_giou_dn_2: 0.4688 (0.4344)  loss_giou_dn_3: 0.4619 (0.4261)  loss_giou_dn_4: 0.4592 (0.4240)  loss_giou_dn_5: 0.4594 (0.4242)  loss_vfl: 0.6063 (0.6638)  loss_vfl_aux_0: 0.6809 (0.7648)  loss_vfl_aux_1: 0.6615 (0.7171)  loss_vfl_aux_2: 0.6212 (0.6899)  loss_vfl_aux_3: 0.6152 (0.6759)  loss_vfl_aux_4: 0.6061 (0.6676)  loss_vfl_aux_5: 0.6970 (0.7511)  loss_vfl_dn_0: 0.4430 (0.4490)  loss_vfl_dn_1: 0.3796 (0.3836)  loss_vfl_dn_2: 0.3696 (0.3678)  loss_vfl_dn_3: 0.3602 (0.3605)  loss_vfl_dn_4: 0.3573 (0.3579)  loss_vfl_dn_5: 0.3562 (0.3572)  time: 0.4910  data: 0.0140  max mem: 5654
Epoch: [50]  [5700/7393]  eta: 0:13:48  lr: 0.000010  loss: 14.9224 (15.5973)  loss_bbox: 0.1337 (0.1501)  loss_bbox_aux_0: 0.1437 (0.1627)  loss_bbox_aux_1: 0.1368 (0.1554)  loss_bbox_aux_2: 0.1338 (0.1524)  loss_bbox_aux_3: 0.1330 (0.1505)  loss_bbox_aux_4: 0.1333 (0.1501)  loss_bbox_aux_5: 0.1835 (0.1988)  loss_bbox_dn_0: 0.2394 (0.2612)  loss_bbox_dn_1: 0.1669 (0.1913)  loss_bbox_dn_2: 0.1432 (0.1709)  loss_bbox_dn_3: 0.1416 (0.1650)  loss_bbox_dn_4: 0.1408 (0.1636)  loss_bbox_dn_5: 0.1409 (0.1636)  loss_giou: 0.4456 (0.4693)  loss_giou_aux_0: 0.4573 (0.4926)  loss_giou_aux_1: 0.4594 (0.4791)  loss_giou_aux_2: 0.4427 (0.4739)  loss_giou_aux_3: 0.4464 (0.4704)  loss_giou_aux_4: 0.4484 (0.4695)  loss_giou_aux_5: 0.5232 (0.5563)  loss_giou_dn_0: 0.5446 (0.5722)  loss_giou_dn_1: 0.4482 (0.4647)  loss_giou_dn_2: 0.4193 (0.4341)  loss_giou_dn_3: 0.4152 (0.4258)  loss_giou_dn_4: 0.4143 (0.4237)  loss_giou_dn_5: 0.4144 (0.4239)  loss_vfl: 0.6375 (0.6638)  loss_vfl_aux_0: 0.7504 (0.7650)  loss_vfl_aux_1: 0.7026 (0.7172)  loss_vfl_aux_2: 0.6886 (0.6899)  loss_vfl_aux_3: 0.6657 (0.6758)  loss_vfl_aux_4: 0.6421 (0.6676)  loss_vfl_aux_5: 0.7181 (0.7512)  loss_vfl_dn_0: 0.4395 (0.4490)  loss_vfl_dn_1: 0.3686 (0.3835)  loss_vfl_dn_2: 0.3510 (0.3677)  loss_vfl_dn_3: 0.3475 (0.3604)  loss_vfl_dn_4: 0.3447 (0.3578)  loss_vfl_dn_5: 0.3435 (0.3571)  time: 0.4866  data: 0.0142  max mem: 5654
Epoch: [50]  [5800/7393]  eta: 0:12:59  lr: 0.000010  loss: 15.8566 (15.5995)  loss_bbox: 0.1371 (0.1502)  loss_bbox_aux_0: 0.1511 (0.1628)  loss_bbox_aux_1: 0.1503 (0.1554)  loss_bbox_aux_2: 0.1413 (0.1525)  loss_bbox_aux_3: 0.1394 (0.1506)  loss_bbox_aux_4: 0.1377 (0.1502)  loss_bbox_aux_5: 0.1795 (0.1989)  loss_bbox_dn_0: 0.2455 (0.2613)  loss_bbox_dn_1: 0.2032 (0.1914)  loss_bbox_dn_2: 0.1805 (0.1710)  loss_bbox_dn_3: 0.1730 (0.1651)  loss_bbox_dn_4: 0.1716 (0.1637)  loss_bbox_dn_5: 0.1717 (0.1637)  loss_giou: 0.5209 (0.4693)  loss_giou_aux_0: 0.5181 (0.4926)  loss_giou_aux_1: 0.5297 (0.4790)  loss_giou_aux_2: 0.5294 (0.4738)  loss_giou_aux_3: 0.5205 (0.4704)  loss_giou_aux_4: 0.5202 (0.4694)  loss_giou_aux_5: 0.5841 (0.5562)  loss_giou_dn_0: 0.5993 (0.5722)  loss_giou_dn_1: 0.4892 (0.4648)  loss_giou_dn_2: 0.4615 (0.4341)  loss_giou_dn_3: 0.4517 (0.4258)  loss_giou_dn_4: 0.4493 (0.4237)  loss_giou_dn_5: 0.4493 (0.4239)  loss_vfl: 0.6506 (0.6640)  loss_vfl_aux_0: 0.7470 (0.7652)  loss_vfl_aux_1: 0.6883 (0.7174)  loss_vfl_aux_2: 0.6639 (0.6901)  loss_vfl_aux_3: 0.6560 (0.6760)  loss_vfl_aux_4: 0.6522 (0.6677)  loss_vfl_aux_5: 0.7517 (0.7515)  loss_vfl_dn_0: 0.4475 (0.4490)  loss_vfl_dn_1: 0.3834 (0.3835)  loss_vfl_dn_2: 0.3674 (0.3677)  loss_vfl_dn_3: 0.3612 (0.3604)  loss_vfl_dn_4: 0.3576 (0.3578)  loss_vfl_dn_5: 0.3550 (0.3571)  time: 0.4919  data: 0.0150  max mem: 5654
Epoch: [50]  [5900/7393]  eta: 0:12:10  lr: 0.000010  loss: 15.7183 (15.6013)  loss_bbox: 0.1373 (0.1503)  loss_bbox_aux_0: 0.1443 (0.1628)  loss_bbox_aux_1: 0.1437 (0.1555)  loss_bbox_aux_2: 0.1392 (0.1525)  loss_bbox_aux_3: 0.1347 (0.1506)  loss_bbox_aux_4: 0.1369 (0.1502)  loss_bbox_aux_5: 0.1754 (0.1989)  loss_bbox_dn_0: 0.2361 (0.2613)  loss_bbox_dn_1: 0.1781 (0.1915)  loss_bbox_dn_2: 0.1589 (0.1710)  loss_bbox_dn_3: 0.1527 (0.1651)  loss_bbox_dn_4: 0.1502 (0.1637)  loss_bbox_dn_5: 0.1500 (0.1637)  loss_giou: 0.4552 (0.4693)  loss_giou_aux_0: 0.4843 (0.4926)  loss_giou_aux_1: 0.4779 (0.4791)  loss_giou_aux_2: 0.4618 (0.4739)  loss_giou_aux_3: 0.4587 (0.4704)  loss_giou_aux_4: 0.4685 (0.4695)  loss_giou_aux_5: 0.5417 (0.5562)  loss_giou_dn_0: 0.5719 (0.5724)  loss_giou_dn_1: 0.4764 (0.4649)  loss_giou_dn_2: 0.4414 (0.4343)  loss_giou_dn_3: 0.4329 (0.4259)  loss_giou_dn_4: 0.4325 (0.4239)  loss_giou_dn_5: 0.4337 (0.4241)  loss_vfl: 0.6488 (0.6640)  loss_vfl_aux_0: 0.7634 (0.7652)  loss_vfl_aux_1: 0.7149 (0.7175)  loss_vfl_aux_2: 0.6814 (0.6902)  loss_vfl_aux_3: 0.6867 (0.6761)  loss_vfl_aux_4: 0.6586 (0.6678)  loss_vfl_aux_5: 0.7490 (0.7515)  loss_vfl_dn_0: 0.4495 (0.4490)  loss_vfl_dn_1: 0.3849 (0.3835)  loss_vfl_dn_2: 0.3716 (0.3677)  loss_vfl_dn_3: 0.3605 (0.3604)  loss_vfl_dn_4: 0.3584 (0.3578)  loss_vfl_dn_5: 0.3579 (0.3571)  time: 0.4861  data: 0.0136  max mem: 5654
Epoch: [50]  [6000/7393]  eta: 0:11:21  lr: 0.000010  loss: 15.2830 (15.5990)  loss_bbox: 0.1477 (0.1503)  loss_bbox_aux_0: 0.1660 (0.1629)  loss_bbox_aux_1: 0.1548 (0.1555)  loss_bbox_aux_2: 0.1499 (0.1525)  loss_bbox_aux_3: 0.1501 (0.1507)  loss_bbox_aux_4: 0.1455 (0.1503)  loss_bbox_aux_5: 0.1939 (0.1989)  loss_bbox_dn_0: 0.2518 (0.2612)  loss_bbox_dn_1: 0.1782 (0.1915)  loss_bbox_dn_2: 0.1638 (0.1711)  loss_bbox_dn_3: 0.1607 (0.1651)  loss_bbox_dn_4: 0.1592 (0.1637)  loss_bbox_dn_5: 0.1592 (0.1637)  loss_giou: 0.3913 (0.4692)  loss_giou_aux_0: 0.4237 (0.4925)  loss_giou_aux_1: 0.4062 (0.4790)  loss_giou_aux_2: 0.4176 (0.4737)  loss_giou_aux_3: 0.4030 (0.4703)  loss_giou_aux_4: 0.3991 (0.4693)  loss_giou_aux_5: 0.4968 (0.5561)  loss_giou_dn_0: 0.5451 (0.5722)  loss_giou_dn_1: 0.4415 (0.4648)  loss_giou_dn_2: 0.4016 (0.4341)  loss_giou_dn_3: 0.3921 (0.4258)  loss_giou_dn_4: 0.3889 (0.4237)  loss_giou_dn_5: 0.3889 (0.4239)  loss_vfl: 0.6475 (0.6639)  loss_vfl_aux_0: 0.7531 (0.7651)  loss_vfl_aux_1: 0.7178 (0.7174)  loss_vfl_aux_2: 0.6769 (0.6902)  loss_vfl_aux_3: 0.6681 (0.6759)  loss_vfl_aux_4: 0.6494 (0.6677)  loss_vfl_aux_5: 0.7450 (0.7513)  loss_vfl_dn_0: 0.4490 (0.4490)  loss_vfl_dn_1: 0.3867 (0.3835)  loss_vfl_dn_2: 0.3721 (0.3677)  loss_vfl_dn_3: 0.3633 (0.3604)  loss_vfl_dn_4: 0.3622 (0.3578)  loss_vfl_dn_5: 0.3604 (0.3571)  time: 0.4866  data: 0.0143  max mem: 5654
Epoch: [50]  [6100/7393]  eta: 0:10:33  lr: 0.000010  loss: 15.2593 (15.5991)  loss_bbox: 0.1463 (0.1503)  loss_bbox_aux_0: 0.1639 (0.1629)  loss_bbox_aux_1: 0.1641 (0.1555)  loss_bbox_aux_2: 0.1559 (0.1526)  loss_bbox_aux_3: 0.1473 (0.1507)  loss_bbox_aux_4: 0.1485 (0.1503)  loss_bbox_aux_5: 0.1972 (0.1990)  loss_bbox_dn_0: 0.2643 (0.2613)  loss_bbox_dn_1: 0.1959 (0.1915)  loss_bbox_dn_2: 0.1698 (0.1711)  loss_bbox_dn_3: 0.1666 (0.1652)  loss_bbox_dn_4: 0.1642 (0.1637)  loss_bbox_dn_5: 0.1642 (0.1637)  loss_giou: 0.4432 (0.4692)  loss_giou_aux_0: 0.4717 (0.4925)  loss_giou_aux_1: 0.4553 (0.4789)  loss_giou_aux_2: 0.4441 (0.4737)  loss_giou_aux_3: 0.4464 (0.4702)  loss_giou_aux_4: 0.4431 (0.4693)  loss_giou_aux_5: 0.5177 (0.5561)  loss_giou_dn_0: 0.5374 (0.5721)  loss_giou_dn_1: 0.4208 (0.4647)  loss_giou_dn_2: 0.3892 (0.4340)  loss_giou_dn_3: 0.3775 (0.4257)  loss_giou_dn_4: 0.3733 (0.4236)  loss_giou_dn_5: 0.3733 (0.4238)  loss_vfl: 0.6350 (0.6641)  loss_vfl_aux_0: 0.7584 (0.7651)  loss_vfl_aux_1: 0.7075 (0.7174)  loss_vfl_aux_2: 0.6676 (0.6902)  loss_vfl_aux_3: 0.6554 (0.6760)  loss_vfl_aux_4: 0.6480 (0.6678)  loss_vfl_aux_5: 0.7573 (0.7514)  loss_vfl_dn_0: 0.4402 (0.4490)  loss_vfl_dn_1: 0.3742 (0.3835)  loss_vfl_dn_2: 0.3607 (0.3677)  loss_vfl_dn_3: 0.3511 (0.3604)  loss_vfl_dn_4: 0.3475 (0.3578)  loss_vfl_dn_5: 0.3470 (0.3571)  time: 0.4833  data: 0.0140  max mem: 5654
Epoch: [50]  [6200/7393]  eta: 0:09:44  lr: 0.000010  loss: 15.7641 (15.5981)  loss_bbox: 0.1378 (0.1503)  loss_bbox_aux_0: 0.1466 (0.1628)  loss_bbox_aux_1: 0.1351 (0.1554)  loss_bbox_aux_2: 0.1380 (0.1525)  loss_bbox_aux_3: 0.1337 (0.1507)  loss_bbox_aux_4: 0.1344 (0.1503)  loss_bbox_aux_5: 0.1841 (0.1989)  loss_bbox_dn_0: 0.2321 (0.2613)  loss_bbox_dn_1: 0.1647 (0.1915)  loss_bbox_dn_2: 0.1465 (0.1711)  loss_bbox_dn_3: 0.1409 (0.1652)  loss_bbox_dn_4: 0.1400 (0.1638)  loss_bbox_dn_5: 0.1400 (0.1638)  loss_giou: 0.4566 (0.4691)  loss_giou_aux_0: 0.4608 (0.4924)  loss_giou_aux_1: 0.4658 (0.4789)  loss_giou_aux_2: 0.4535 (0.4736)  loss_giou_aux_3: 0.4574 (0.4702)  loss_giou_aux_4: 0.4571 (0.4693)  loss_giou_aux_5: 0.5130 (0.5560)  loss_giou_dn_0: 0.5776 (0.5721)  loss_giou_dn_1: 0.4705 (0.4647)  loss_giou_dn_2: 0.4519 (0.4340)  loss_giou_dn_3: 0.4434 (0.4257)  loss_giou_dn_4: 0.4426 (0.4236)  loss_giou_dn_5: 0.4426 (0.4238)  loss_vfl: 0.6503 (0.6640)  loss_vfl_aux_0: 0.7346 (0.7651)  loss_vfl_aux_1: 0.7208 (0.7175)  loss_vfl_aux_2: 0.6689 (0.6902)  loss_vfl_aux_3: 0.6678 (0.6760)  loss_vfl_aux_4: 0.6450 (0.6678)  loss_vfl_aux_5: 0.7445 (0.7515)  loss_vfl_dn_0: 0.4400 (0.4490)  loss_vfl_dn_1: 0.3765 (0.3834)  loss_vfl_dn_2: 0.3658 (0.3676)  loss_vfl_dn_3: 0.3579 (0.3603)  loss_vfl_dn_4: 0.3538 (0.3577)  loss_vfl_dn_5: 0.3543 (0.3570)  time: 0.4784  data: 0.0139  max mem: 5654
Epoch: [50]  [6300/7393]  eta: 0:08:55  lr: 0.000010  loss: 14.9243 (15.6018)  loss_bbox: 0.1395 (0.1503)  loss_bbox_aux_0: 0.1477 (0.1629)  loss_bbox_aux_1: 0.1433 (0.1555)  loss_bbox_aux_2: 0.1424 (0.1526)  loss_bbox_aux_3: 0.1389 (0.1507)  loss_bbox_aux_4: 0.1395 (0.1503)  loss_bbox_aux_5: 0.1793 (0.1990)  loss_bbox_dn_0: 0.2445 (0.2613)  loss_bbox_dn_1: 0.1718 (0.1915)  loss_bbox_dn_2: 0.1454 (0.1711)  loss_bbox_dn_3: 0.1393 (0.1652)  loss_bbox_dn_4: 0.1385 (0.1638)  loss_bbox_dn_5: 0.1385 (0.1638)  loss_giou: 0.4641 (0.4695)  loss_giou_aux_0: 0.4858 (0.4928)  loss_giou_aux_1: 0.4694 (0.4792)  loss_giou_aux_2: 0.4642 (0.4740)  loss_giou_aux_3: 0.4646 (0.4706)  loss_giou_aux_4: 0.4641 (0.4696)  loss_giou_aux_5: 0.5466 (0.5563)  loss_giou_dn_0: 0.5550 (0.5723)  loss_giou_dn_1: 0.4610 (0.4649)  loss_giou_dn_2: 0.4212 (0.4342)  loss_giou_dn_3: 0.4130 (0.4259)  loss_giou_dn_4: 0.4102 (0.4238)  loss_giou_dn_5: 0.4101 (0.4240)  loss_vfl: 0.6308 (0.6639)  loss_vfl_aux_0: 0.7231 (0.7649)  loss_vfl_aux_1: 0.6839 (0.7174)  loss_vfl_aux_2: 0.6585 (0.6901)  loss_vfl_aux_3: 0.6381 (0.6760)  loss_vfl_aux_4: 0.6472 (0.6677)  loss_vfl_aux_5: 0.7209 (0.7514)  loss_vfl_dn_0: 0.4453 (0.4490)  loss_vfl_dn_1: 0.3748 (0.3835)  loss_vfl_dn_2: 0.3579 (0.3677)  loss_vfl_dn_3: 0.3499 (0.3603)  loss_vfl_dn_4: 0.3480 (0.3578)  loss_vfl_dn_5: 0.3483 (0.3571)  time: 0.4834  data: 0.0140  max mem: 5654
Epoch: [50]  [6400/7393]  eta: 0:08:06  lr: 0.000010  loss: 16.0331 (15.6015)  loss_bbox: 0.1420 (0.1503)  loss_bbox_aux_0: 0.1541 (0.1629)  loss_bbox_aux_1: 0.1423 (0.1555)  loss_bbox_aux_2: 0.1406 (0.1526)  loss_bbox_aux_3: 0.1430 (0.1507)  loss_bbox_aux_4: 0.1432 (0.1503)  loss_bbox_aux_5: 0.1881 (0.1990)  loss_bbox_dn_0: 0.2198 (0.2613)  loss_bbox_dn_1: 0.1647 (0.1916)  loss_bbox_dn_2: 0.1438 (0.1711)  loss_bbox_dn_3: 0.1398 (0.1652)  loss_bbox_dn_4: 0.1381 (0.1638)  loss_bbox_dn_5: 0.1381 (0.1638)  loss_giou: 0.5027 (0.4693)  loss_giou_aux_0: 0.5202 (0.4926)  loss_giou_aux_1: 0.5120 (0.4791)  loss_giou_aux_2: 0.5027 (0.4739)  loss_giou_aux_3: 0.5037 (0.4704)  loss_giou_aux_4: 0.5028 (0.4694)  loss_giou_aux_5: 0.5718 (0.5562)  loss_giou_dn_0: 0.5771 (0.5722)  loss_giou_dn_1: 0.4786 (0.4648)  loss_giou_dn_2: 0.4559 (0.4341)  loss_giou_dn_3: 0.4476 (0.4258)  loss_giou_dn_4: 0.4445 (0.4237)  loss_giou_dn_5: 0.4444 (0.4239)  loss_vfl: 0.6540 (0.6641)  loss_vfl_aux_0: 0.7603 (0.7651)  loss_vfl_aux_1: 0.7225 (0.7177)  loss_vfl_aux_2: 0.6950 (0.6903)  loss_vfl_aux_3: 0.6773 (0.6762)  loss_vfl_aux_4: 0.6608 (0.6679)  loss_vfl_aux_5: 0.7304 (0.7515)  loss_vfl_dn_0: 0.4547 (0.4490)  loss_vfl_dn_1: 0.3880 (0.3834)  loss_vfl_dn_2: 0.3712 (0.3677)  loss_vfl_dn_3: 0.3649 (0.3603)  loss_vfl_dn_4: 0.3634 (0.3578)  loss_vfl_dn_5: 0.3620 (0.3570)  time: 0.4715  data: 0.0145  max mem: 5654
Epoch: [50]  [6500/7393]  eta: 0:07:16  lr: 0.000010  loss: 15.5169 (15.6023)  loss_bbox: 0.1438 (0.1503)  loss_bbox_aux_0: 0.1620 (0.1629)  loss_bbox_aux_1: 0.1518 (0.1554)  loss_bbox_aux_2: 0.1470 (0.1526)  loss_bbox_aux_3: 0.1459 (0.1507)  loss_bbox_aux_4: 0.1439 (0.1503)  loss_bbox_aux_5: 0.1955 (0.1990)  loss_bbox_dn_0: 0.2405 (0.2614)  loss_bbox_dn_1: 0.1731 (0.1916)  loss_bbox_dn_2: 0.1563 (0.1712)  loss_bbox_dn_3: 0.1505 (0.1652)  loss_bbox_dn_4: 0.1509 (0.1638)  loss_bbox_dn_5: 0.1509 (0.1638)  loss_giou: 0.4826 (0.4693)  loss_giou_aux_0: 0.4847 (0.4926)  loss_giou_aux_1: 0.4822 (0.4790)  loss_giou_aux_2: 0.4763 (0.4738)  loss_giou_aux_3: 0.4885 (0.4704)  loss_giou_aux_4: 0.4763 (0.4694)  loss_giou_aux_5: 0.5441 (0.5561)  loss_giou_dn_0: 0.5880 (0.5721)  loss_giou_dn_1: 0.4778 (0.4648)  loss_giou_dn_2: 0.4517 (0.4341)  loss_giou_dn_3: 0.4450 (0.4258)  loss_giou_dn_4: 0.4424 (0.4237)  loss_giou_dn_5: 0.4425 (0.4239)  loss_vfl: 0.6649 (0.6642)  loss_vfl_aux_0: 0.7663 (0.7652)  loss_vfl_aux_1: 0.6887 (0.7178)  loss_vfl_aux_2: 0.6833 (0.6905)  loss_vfl_aux_3: 0.6690 (0.6763)  loss_vfl_aux_4: 0.6644 (0.6681)  loss_vfl_aux_5: 0.7756 (0.7517)  loss_vfl_dn_0: 0.4488 (0.4490)  loss_vfl_dn_1: 0.3877 (0.3835)  loss_vfl_dn_2: 0.3713 (0.3677)  loss_vfl_dn_3: 0.3660 (0.3603)  loss_vfl_dn_4: 0.3643 (0.3578)  loss_vfl_dn_5: 0.3644 (0.3571)  time: 0.4846  data: 0.0138  max mem: 5654
Epoch: [50]  [6600/7393]  eta: 0:06:27  lr: 0.000010  loss: 15.5431 (15.5997)  loss_bbox: 0.1547 (0.1504)  loss_bbox_aux_0: 0.1641 (0.1630)  loss_bbox_aux_1: 0.1459 (0.1555)  loss_bbox_aux_2: 0.1401 (0.1526)  loss_bbox_aux_3: 0.1547 (0.1508)  loss_bbox_aux_4: 0.1546 (0.1504)  loss_bbox_aux_5: 0.2053 (0.1991)  loss_bbox_dn_0: 0.2855 (0.2615)  loss_bbox_dn_1: 0.1978 (0.1916)  loss_bbox_dn_2: 0.1753 (0.1712)  loss_bbox_dn_3: 0.1714 (0.1653)  loss_bbox_dn_4: 0.1718 (0.1639)  loss_bbox_dn_5: 0.1717 (0.1639)  loss_giou: 0.4181 (0.4690)  loss_giou_aux_0: 0.4486 (0.4922)  loss_giou_aux_1: 0.4265 (0.4787)  loss_giou_aux_2: 0.4236 (0.4735)  loss_giou_aux_3: 0.4166 (0.4701)  loss_giou_aux_4: 0.4217 (0.4691)  loss_giou_aux_5: 0.5011 (0.5558)  loss_giou_dn_0: 0.5274 (0.5719)  loss_giou_dn_1: 0.4197 (0.4645)  loss_giou_dn_2: 0.4008 (0.4338)  loss_giou_dn_3: 0.3927 (0.4255)  loss_giou_dn_4: 0.3921 (0.4234)  loss_giou_dn_5: 0.3921 (0.4236)  loss_vfl: 0.6578 (0.6643)  loss_vfl_aux_0: 0.7745 (0.7653)  loss_vfl_aux_1: 0.7136 (0.7180)  loss_vfl_aux_2: 0.6756 (0.6906)  loss_vfl_aux_3: 0.6700 (0.6763)  loss_vfl_aux_4: 0.6720 (0.6681)  loss_vfl_aux_5: 0.7756 (0.7519)  loss_vfl_dn_0: 0.4444 (0.4490)  loss_vfl_dn_1: 0.3706 (0.3834)  loss_vfl_dn_2: 0.3587 (0.3676)  loss_vfl_dn_3: 0.3502 (0.3603)  loss_vfl_dn_4: 0.3497 (0.3577)  loss_vfl_dn_5: 0.3497 (0.3570)  time: 0.4894  data: 0.0137  max mem: 5654
Epoch: [50]  [6700/7393]  eta: 0:05:39  lr: 0.000010  loss: 15.7197 (15.6014)  loss_bbox: 0.1544 (0.1504)  loss_bbox_aux_0: 0.1699 (0.1630)  loss_bbox_aux_1: 0.1613 (0.1555)  loss_bbox_aux_2: 0.1533 (0.1527)  loss_bbox_aux_3: 0.1520 (0.1508)  loss_bbox_aux_4: 0.1529 (0.1504)  loss_bbox_aux_5: 0.2134 (0.1991)  loss_bbox_dn_0: 0.2858 (0.2617)  loss_bbox_dn_1: 0.2094 (0.1918)  loss_bbox_dn_2: 0.1809 (0.1714)  loss_bbox_dn_3: 0.1761 (0.1654)  loss_bbox_dn_4: 0.1737 (0.1640)  loss_bbox_dn_5: 0.1737 (0.1640)  loss_giou: 0.4822 (0.4689)  loss_giou_aux_0: 0.4977 (0.4921)  loss_giou_aux_1: 0.4888 (0.4786)  loss_giou_aux_2: 0.4852 (0.4734)  loss_giou_aux_3: 0.4919 (0.4700)  loss_giou_aux_4: 0.4875 (0.4690)  loss_giou_aux_5: 0.5632 (0.5557)  loss_giou_dn_0: 0.6143 (0.5719)  loss_giou_dn_1: 0.5117 (0.4644)  loss_giou_dn_2: 0.4714 (0.4337)  loss_giou_dn_3: 0.4625 (0.4254)  loss_giou_dn_4: 0.4601 (0.4233)  loss_giou_dn_5: 0.4602 (0.4235)  loss_vfl: 0.6388 (0.6644)  loss_vfl_aux_0: 0.7616 (0.7655)  loss_vfl_aux_1: 0.7031 (0.7182)  loss_vfl_aux_2: 0.6810 (0.6908)  loss_vfl_aux_3: 0.6725 (0.6765)  loss_vfl_aux_4: 0.6474 (0.6683)  loss_vfl_aux_5: 0.7471 (0.7521)  loss_vfl_dn_0: 0.4497 (0.4491)  loss_vfl_dn_1: 0.3797 (0.3835)  loss_vfl_dn_2: 0.3659 (0.3677)  loss_vfl_dn_3: 0.3631 (0.3603)  loss_vfl_dn_4: 0.3603 (0.3578)  loss_vfl_dn_5: 0.3608 (0.3570)  time: 0.4786  data: 0.0142  max mem: 5654
Epoch: [50]  [6800/7393]  eta: 0:04:50  lr: 0.000010  loss: 15.4429 (15.6021)  loss_bbox: 0.1421 (0.1504)  loss_bbox_aux_0: 0.1505 (0.1630)  loss_bbox_aux_1: 0.1417 (0.1555)  loss_bbox_aux_2: 0.1374 (0.1526)  loss_bbox_aux_3: 0.1400 (0.1508)  loss_bbox_aux_4: 0.1417 (0.1504)  loss_bbox_aux_5: 0.1988 (0.1991)  loss_bbox_dn_0: 0.2712 (0.2616)  loss_bbox_dn_1: 0.1886 (0.1917)  loss_bbox_dn_2: 0.1614 (0.1713)  loss_bbox_dn_3: 0.1520 (0.1654)  loss_bbox_dn_4: 0.1485 (0.1639)  loss_bbox_dn_5: 0.1485 (0.1639)  loss_giou: 0.4512 (0.4690)  loss_giou_aux_0: 0.4509 (0.4922)  loss_giou_aux_1: 0.4459 (0.4787)  loss_giou_aux_2: 0.4393 (0.4735)  loss_giou_aux_3: 0.4505 (0.4701)  loss_giou_aux_4: 0.4484 (0.4691)  loss_giou_aux_5: 0.5211 (0.5558)  loss_giou_dn_0: 0.5407 (0.5719)  loss_giou_dn_1: 0.4222 (0.4645)  loss_giou_dn_2: 0.3938 (0.4338)  loss_giou_dn_3: 0.3799 (0.4255)  loss_giou_dn_4: 0.3787 (0.4234)  loss_giou_dn_5: 0.3786 (0.4236)  loss_vfl: 0.6724 (0.6644)  loss_vfl_aux_0: 0.7832 (0.7654)  loss_vfl_aux_1: 0.7568 (0.7182)  loss_vfl_aux_2: 0.7151 (0.6907)  loss_vfl_aux_3: 0.6899 (0.6764)  loss_vfl_aux_4: 0.6745 (0.6683)  loss_vfl_aux_5: 0.7843 (0.7521)  loss_vfl_dn_0: 0.4556 (0.4491)  loss_vfl_dn_1: 0.3773 (0.3835)  loss_vfl_dn_2: 0.3616 (0.3677)  loss_vfl_dn_3: 0.3550 (0.3604)  loss_vfl_dn_4: 0.3522 (0.3578)  loss_vfl_dn_5: 0.3495 (0.3571)  time: 0.4653  data: 0.0140  max mem: 5654
Epoch: [50]  [6900/7393]  eta: 0:04:01  lr: 0.000010  loss: 15.2711 (15.6000)  loss_bbox: 0.1411 (0.1504)  loss_bbox_aux_0: 0.1592 (0.1630)  loss_bbox_aux_1: 0.1529 (0.1555)  loss_bbox_aux_2: 0.1476 (0.1526)  loss_bbox_aux_3: 0.1477 (0.1508)  loss_bbox_aux_4: 0.1440 (0.1504)  loss_bbox_aux_5: 0.1963 (0.1991)  loss_bbox_dn_0: 0.2653 (0.2616)  loss_bbox_dn_1: 0.1875 (0.1917)  loss_bbox_dn_2: 0.1685 (0.1712)  loss_bbox_dn_3: 0.1645 (0.1653)  loss_bbox_dn_4: 0.1616 (0.1639)  loss_bbox_dn_5: 0.1618 (0.1639)  loss_giou: 0.4082 (0.4688)  loss_giou_aux_0: 0.4686 (0.4921)  loss_giou_aux_1: 0.4334 (0.4785)  loss_giou_aux_2: 0.4219 (0.4733)  loss_giou_aux_3: 0.4098 (0.4699)  loss_giou_aux_4: 0.4137 (0.4689)  loss_giou_aux_5: 0.5312 (0.5557)  loss_giou_dn_0: 0.5508 (0.5718)  loss_giou_dn_1: 0.4458 (0.4643)  loss_giou_dn_2: 0.4167 (0.4336)  loss_giou_dn_3: 0.4097 (0.4253)  loss_giou_dn_4: 0.4077 (0.4232)  loss_giou_dn_5: 0.4078 (0.4234)  loss_vfl: 0.6528 (0.6646)  loss_vfl_aux_0: 0.7615 (0.7656)  loss_vfl_aux_1: 0.6998 (0.7183)  loss_vfl_aux_2: 0.6670 (0.6907)  loss_vfl_aux_3: 0.6543 (0.6765)  loss_vfl_aux_4: 0.6459 (0.6684)  loss_vfl_aux_5: 0.7502 (0.7522)  loss_vfl_dn_0: 0.4419 (0.4491)  loss_vfl_dn_1: 0.3721 (0.3835)  loss_vfl_dn_2: 0.3560 (0.3677)  loss_vfl_dn_3: 0.3503 (0.3603)  loss_vfl_dn_4: 0.3467 (0.3578)  loss_vfl_dn_5: 0.3463 (0.3570)  time: 0.4726  data: 0.0145  max mem: 5654
Epoch: [50]  [7000/7393]  eta: 0:03:12  lr: 0.000010  loss: 16.1539 (15.6006)  loss_bbox: 0.1501 (0.1504)  loss_bbox_aux_0: 0.1597 (0.1629)  loss_bbox_aux_1: 0.1586 (0.1555)  loss_bbox_aux_2: 0.1515 (0.1526)  loss_bbox_aux_3: 0.1515 (0.1508)  loss_bbox_aux_4: 0.1520 (0.1503)  loss_bbox_aux_5: 0.2043 (0.1991)  loss_bbox_dn_0: 0.2639 (0.2617)  loss_bbox_dn_1: 0.1870 (0.1917)  loss_bbox_dn_2: 0.1670 (0.1713)  loss_bbox_dn_3: 0.1616 (0.1653)  loss_bbox_dn_4: 0.1599 (0.1639)  loss_bbox_dn_5: 0.1599 (0.1639)  loss_giou: 0.4676 (0.4687)  loss_giou_aux_0: 0.4795 (0.4920)  loss_giou_aux_1: 0.4866 (0.4785)  loss_giou_aux_2: 0.4806 (0.4733)  loss_giou_aux_3: 0.4721 (0.4699)  loss_giou_aux_4: 0.4659 (0.4689)  loss_giou_aux_5: 0.5446 (0.5556)  loss_giou_dn_0: 0.5862 (0.5718)  loss_giou_dn_1: 0.4770 (0.4643)  loss_giou_dn_2: 0.4395 (0.4336)  loss_giou_dn_3: 0.4341 (0.4253)  loss_giou_dn_4: 0.4334 (0.4232)  loss_giou_dn_5: 0.4337 (0.4234)  loss_vfl: 0.6876 (0.6647)  loss_vfl_aux_0: 0.8032 (0.7658)  loss_vfl_aux_1: 0.7436 (0.7184)  loss_vfl_aux_2: 0.7203 (0.6908)  loss_vfl_aux_3: 0.7088 (0.6766)  loss_vfl_aux_4: 0.6953 (0.6685)  loss_vfl_aux_5: 0.7881 (0.7524)  loss_vfl_dn_0: 0.4513 (0.4491)  loss_vfl_dn_1: 0.3879 (0.3835)  loss_vfl_dn_2: 0.3718 (0.3677)  loss_vfl_dn_3: 0.3682 (0.3603)  loss_vfl_dn_4: 0.3646 (0.3578)  loss_vfl_dn_5: 0.3637 (0.3571)  time: 0.4824  data: 0.0137  max mem: 5654
Epoch: [50]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 14.8928 (15.5993)  loss_bbox: 0.1202 (0.1504)  loss_bbox_aux_0: 0.1329 (0.1630)  loss_bbox_aux_1: 0.1342 (0.1555)  loss_bbox_aux_2: 0.1369 (0.1527)  loss_bbox_aux_3: 0.1228 (0.1508)  loss_bbox_aux_4: 0.1229 (0.1504)  loss_bbox_aux_5: 0.1773 (0.1991)  loss_bbox_dn_0: 0.2518 (0.2618)  loss_bbox_dn_1: 0.1736 (0.1918)  loss_bbox_dn_2: 0.1541 (0.1714)  loss_bbox_dn_3: 0.1471 (0.1654)  loss_bbox_dn_4: 0.1457 (0.1640)  loss_bbox_dn_5: 0.1457 (0.1640)  loss_giou: 0.4383 (0.4685)  loss_giou_aux_0: 0.4655 (0.4916)  loss_giou_aux_1: 0.4401 (0.4782)  loss_giou_aux_2: 0.4336 (0.4730)  loss_giou_aux_3: 0.4323 (0.4696)  loss_giou_aux_4: 0.4320 (0.4686)  loss_giou_aux_5: 0.5112 (0.5553)  loss_giou_dn_0: 0.5547 (0.5716)  loss_giou_dn_1: 0.4508 (0.4642)  loss_giou_dn_2: 0.4271 (0.4334)  loss_giou_dn_3: 0.4174 (0.4251)  loss_giou_dn_4: 0.4170 (0.4231)  loss_giou_dn_5: 0.4170 (0.4232)  loss_vfl: 0.6492 (0.6647)  loss_vfl_aux_0: 0.7591 (0.7661)  loss_vfl_aux_1: 0.6911 (0.7185)  loss_vfl_aux_2: 0.6673 (0.6910)  loss_vfl_aux_3: 0.6461 (0.6767)  loss_vfl_aux_4: 0.6537 (0.6686)  loss_vfl_aux_5: 0.7479 (0.7526)  loss_vfl_dn_0: 0.4404 (0.4491)  loss_vfl_dn_1: 0.3778 (0.3835)  loss_vfl_dn_2: 0.3624 (0.3676)  loss_vfl_dn_3: 0.3566 (0.3603)  loss_vfl_dn_4: 0.3542 (0.3577)  loss_vfl_dn_5: 0.3531 (0.3570)  time: 0.4602  data: 0.0137  max mem: 5654
Epoch: [50]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.5117 (15.5989)  loss_bbox: 0.1420 (0.1505)  loss_bbox_aux_0: 0.1578 (0.1630)  loss_bbox_aux_1: 0.1473 (0.1556)  loss_bbox_aux_2: 0.1413 (0.1527)  loss_bbox_aux_3: 0.1417 (0.1509)  loss_bbox_aux_4: 0.1373 (0.1504)  loss_bbox_aux_5: 0.1911 (0.1991)  loss_bbox_dn_0: 0.2243 (0.2617)  loss_bbox_dn_1: 0.1621 (0.1918)  loss_bbox_dn_2: 0.1440 (0.1713)  loss_bbox_dn_3: 0.1377 (0.1654)  loss_bbox_dn_4: 0.1350 (0.1640)  loss_bbox_dn_5: 0.1351 (0.1640)  loss_giou: 0.4742 (0.4686)  loss_giou_aux_0: 0.5051 (0.4917)  loss_giou_aux_1: 0.4779 (0.4783)  loss_giou_aux_2: 0.4629 (0.4731)  loss_giou_aux_3: 0.4716 (0.4697)  loss_giou_aux_4: 0.4704 (0.4687)  loss_giou_aux_5: 0.5859 (0.5553)  loss_giou_dn_0: 0.5559 (0.5715)  loss_giou_dn_1: 0.4484 (0.4641)  loss_giou_dn_2: 0.4344 (0.4334)  loss_giou_dn_3: 0.4246 (0.4251)  loss_giou_dn_4: 0.4229 (0.4230)  loss_giou_dn_5: 0.4228 (0.4232)  loss_vfl: 0.6390 (0.6646)  loss_vfl_aux_0: 0.7415 (0.7661)  loss_vfl_aux_1: 0.6699 (0.7185)  loss_vfl_aux_2: 0.6607 (0.6908)  loss_vfl_aux_3: 0.6475 (0.6765)  loss_vfl_aux_4: 0.6431 (0.6684)  loss_vfl_aux_5: 0.7339 (0.7527)  loss_vfl_dn_0: 0.4448 (0.4491)  loss_vfl_dn_1: 0.3803 (0.3835)  loss_vfl_dn_2: 0.3668 (0.3677)  loss_vfl_dn_3: 0.3624 (0.3603)  loss_vfl_dn_4: 0.3621 (0.3578)  loss_vfl_dn_5: 0.3616 (0.3570)  time: 0.4998  data: 0.0138  max mem: 5654
Epoch: [50]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.7682 (15.6018)  loss_bbox: 0.1551 (0.1505)  loss_bbox_aux_0: 0.1633 (0.1631)  loss_bbox_aux_1: 0.1552 (0.1556)  loss_bbox_aux_2: 0.1497 (0.1527)  loss_bbox_aux_3: 0.1489 (0.1509)  loss_bbox_aux_4: 0.1551 (0.1505)  loss_bbox_aux_5: 0.1894 (0.1991)  loss_bbox_dn_0: 0.2327 (0.2619)  loss_bbox_dn_1: 0.1775 (0.1919)  loss_bbox_dn_2: 0.1635 (0.1714)  loss_bbox_dn_3: 0.1581 (0.1655)  loss_bbox_dn_4: 0.1562 (0.1641)  loss_bbox_dn_5: 0.1562 (0.1641)  loss_giou: 0.4689 (0.4686)  loss_giou_aux_0: 0.4987 (0.4917)  loss_giou_aux_1: 0.4839 (0.4784)  loss_giou_aux_2: 0.4789 (0.4732)  loss_giou_aux_3: 0.4722 (0.4698)  loss_giou_aux_4: 0.4695 (0.4688)  loss_giou_aux_5: 0.5504 (0.5553)  loss_giou_dn_0: 0.5718 (0.5716)  loss_giou_dn_1: 0.4762 (0.4642)  loss_giou_dn_2: 0.4453 (0.4335)  loss_giou_dn_3: 0.4367 (0.4252)  loss_giou_dn_4: 0.4338 (0.4232)  loss_giou_dn_5: 0.4342 (0.4234)  loss_vfl: 0.6677 (0.6646)  loss_vfl_aux_0: 0.7696 (0.7662)  loss_vfl_aux_1: 0.7301 (0.7185)  loss_vfl_aux_2: 0.6988 (0.6909)  loss_vfl_aux_3: 0.6847 (0.6765)  loss_vfl_aux_4: 0.6726 (0.6685)  loss_vfl_aux_5: 0.7627 (0.7527)  loss_vfl_dn_0: 0.4530 (0.4492)  loss_vfl_dn_1: 0.3903 (0.3835)  loss_vfl_dn_2: 0.3744 (0.3677)  loss_vfl_dn_3: 0.3661 (0.3603)  loss_vfl_dn_4: 0.3638 (0.3578)  loss_vfl_dn_5: 0.3627 (0.3571)  time: 0.4713  data: 0.0143  max mem: 5654
Epoch: [50]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.0852 (15.6012)  loss_bbox: 0.1411 (0.1506)  loss_bbox_aux_0: 0.1619 (0.1631)  loss_bbox_aux_1: 0.1510 (0.1556)  loss_bbox_aux_2: 0.1489 (0.1528)  loss_bbox_aux_3: 0.1425 (0.1509)  loss_bbox_aux_4: 0.1430 (0.1505)  loss_bbox_aux_5: 0.1971 (0.1991)  loss_bbox_dn_0: 0.2563 (0.2620)  loss_bbox_dn_1: 0.1881 (0.1919)  loss_bbox_dn_2: 0.1595 (0.1715)  loss_bbox_dn_3: 0.1503 (0.1655)  loss_bbox_dn_4: 0.1501 (0.1641)  loss_bbox_dn_5: 0.1501 (0.1641)  loss_giou: 0.3771 (0.4685)  loss_giou_aux_0: 0.4012 (0.4916)  loss_giou_aux_1: 0.3923 (0.4782)  loss_giou_aux_2: 0.3806 (0.4730)  loss_giou_aux_3: 0.3767 (0.4696)  loss_giou_aux_4: 0.3773 (0.4686)  loss_giou_aux_5: 0.4643 (0.5551)  loss_giou_dn_0: 0.5542 (0.5715)  loss_giou_dn_1: 0.4379 (0.4641)  loss_giou_dn_2: 0.4008 (0.4334)  loss_giou_dn_3: 0.3876 (0.4251)  loss_giou_dn_4: 0.3837 (0.4231)  loss_giou_dn_5: 0.3836 (0.4232)  loss_vfl: 0.6632 (0.6647)  loss_vfl_aux_0: 0.7465 (0.7663)  loss_vfl_aux_1: 0.7118 (0.7186)  loss_vfl_aux_2: 0.6850 (0.6910)  loss_vfl_aux_3: 0.6812 (0.6766)  loss_vfl_aux_4: 0.6574 (0.6686)  loss_vfl_aux_5: 0.7481 (0.7529)  loss_vfl_dn_0: 0.4486 (0.4492)  loss_vfl_dn_1: 0.3810 (0.3835)  loss_vfl_dn_2: 0.3677 (0.3677)  loss_vfl_dn_3: 0.3608 (0.3604)  loss_vfl_dn_4: 0.3572 (0.3578)  loss_vfl_dn_5: 0.3545 (0.3571)  time: 0.4741  data: 0.0144  max mem: 5654
Epoch: [50] Total time: 1:00:14 (0.4889 s / it)
Averaged stats: lr: 0.000010  loss: 15.0852 (15.6012)  loss_bbox: 0.1411 (0.1506)  loss_bbox_aux_0: 0.1619 (0.1631)  loss_bbox_aux_1: 0.1510 (0.1556)  loss_bbox_aux_2: 0.1489 (0.1528)  loss_bbox_aux_3: 0.1425 (0.1509)  loss_bbox_aux_4: 0.1430 (0.1505)  loss_bbox_aux_5: 0.1971 (0.1991)  loss_bbox_dn_0: 0.2563 (0.2620)  loss_bbox_dn_1: 0.1881 (0.1919)  loss_bbox_dn_2: 0.1595 (0.1715)  loss_bbox_dn_3: 0.1503 (0.1655)  loss_bbox_dn_4: 0.1501 (0.1641)  loss_bbox_dn_5: 0.1501 (0.1641)  loss_giou: 0.3771 (0.4685)  loss_giou_aux_0: 0.4012 (0.4916)  loss_giou_aux_1: 0.3923 (0.4782)  loss_giou_aux_2: 0.3806 (0.4730)  loss_giou_aux_3: 0.3767 (0.4696)  loss_giou_aux_4: 0.3773 (0.4686)  loss_giou_aux_5: 0.4643 (0.5551)  loss_giou_dn_0: 0.5542 (0.5715)  loss_giou_dn_1: 0.4379 (0.4641)  loss_giou_dn_2: 0.4008 (0.4334)  loss_giou_dn_3: 0.3876 (0.4251)  loss_giou_dn_4: 0.3837 (0.4231)  loss_giou_dn_5: 0.3836 (0.4232)  loss_vfl: 0.6632 (0.6647)  loss_vfl_aux_0: 0.7465 (0.7663)  loss_vfl_aux_1: 0.7118 (0.7186)  loss_vfl_aux_2: 0.6850 (0.6910)  loss_vfl_aux_3: 0.6812 (0.6766)  loss_vfl_aux_4: 0.6574 (0.6686)  loss_vfl_aux_5: 0.7481 (0.7529)  loss_vfl_dn_0: 0.4486 (0.4492)  loss_vfl_dn_1: 0.3810 (0.3835)  loss_vfl_dn_2: 0.3677 (0.3677)  loss_vfl_dn_3: 0.3608 (0.3604)  loss_vfl_dn_4: 0.3572 (0.3578)  loss_vfl_dn_5: 0.3545 (0.3571)
Test:  [  0/157]  eta: 0:04:19    time: 1.6548  data: 1.2318  max mem: 5654
Test:  [ 10/157]  eta: 0:01:14    time: 0.5092  data: 0.1366  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3890  data: 0.0258  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3830  data: 0.0251  max mem: 5654
Test:  [ 40/157]  eta: 0:00:48    time: 0.3825  data: 0.0255  max mem: 5654
Test:  [ 50/157]  eta: 0:00:44    time: 0.3915  data: 0.0256  max mem: 5654
Test:  [ 60/157]  eta: 0:00:40    time: 0.4049  data: 0.0261  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.7049  data: 0.0263  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.6977  data: 0.0256  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3902  data: 0.0249  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3839  data: 0.0248  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3888  data: 0.0251  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3879  data: 0.0251  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3854  data: 0.0250  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3800  data: 0.0251  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3646  data: 0.0246  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3541  data: 0.0238  max mem: 5654
Test: Total time: 0:01:08 (0.4349 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.45s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.528
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.707
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.572
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.350
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.573
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.701
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.654
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.722
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.551
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.769
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
best_stat:  {'epoch': 49, 'coco_eval_bbox': 0.5287010443147385}
Epoch: [51]  [   0/7393]  eta: 1 day, 11:40:24  lr: 0.000010  loss: 16.5790 (16.5790)  loss_bbox: 0.1606 (0.1606)  loss_bbox_aux_0: 0.1679 (0.1679)  loss_bbox_aux_1: 0.1672 (0.1672)  loss_bbox_aux_2: 0.1764 (0.1764)  loss_bbox_aux_3: 0.1562 (0.1562)  loss_bbox_aux_4: 0.1555 (0.1555)  loss_bbox_aux_5: 0.1699 (0.1699)  loss_bbox_dn_0: 0.1851 (0.1851)  loss_bbox_dn_1: 0.1459 (0.1459)  loss_bbox_dn_2: 0.1321 (0.1321)  loss_bbox_dn_3: 0.1289 (0.1289)  loss_bbox_dn_4: 0.1287 (0.1287)  loss_bbox_dn_5: 0.1287 (0.1287)  loss_giou: 0.6609 (0.6609)  loss_giou_aux_0: 0.6984 (0.6984)  loss_giou_aux_1: 0.6873 (0.6873)  loss_giou_aux_2: 0.6716 (0.6716)  loss_giou_aux_3: 0.6549 (0.6549)  loss_giou_aux_4: 0.6613 (0.6613)  loss_giou_aux_5: 0.7337 (0.7337)  loss_giou_dn_0: 0.6921 (0.6921)  loss_giou_dn_1: 0.5768 (0.5768)  loss_giou_dn_2: 0.5290 (0.5290)  loss_giou_dn_3: 0.5195 (0.5195)  loss_giou_dn_4: 0.5207 (0.5207)  loss_giou_dn_5: 0.5210 (0.5210)  loss_vfl: 0.5567 (0.5567)  loss_vfl_aux_0: 0.6294 (0.6294)  loss_vfl_aux_1: 0.5670 (0.5670)  loss_vfl_aux_2: 0.5507 (0.5507)  loss_vfl_aux_3: 0.5523 (0.5523)  loss_vfl_aux_4: 0.5619 (0.5619)  loss_vfl_aux_5: 0.6500 (0.6500)  loss_vfl_dn_0: 0.4510 (0.4510)  loss_vfl_dn_1: 0.3952 (0.3952)  loss_vfl_dn_2: 0.3880 (0.3880)  loss_vfl_dn_3: 0.3853 (0.3853)  loss_vfl_dn_4: 0.3816 (0.3816)  loss_vfl_dn_5: 0.3797 (0.3797)  time: 17.3711  data: 2.1075  max mem: 5654
Epoch: [51]  [ 100/7393]  eta: 1:27:21  lr: 0.000010  loss: 15.8135 (15.6777)  loss_bbox: 0.1472 (0.1549)  loss_bbox_aux_0: 0.1739 (0.1664)  loss_bbox_aux_1: 0.1531 (0.1583)  loss_bbox_aux_2: 0.1516 (0.1567)  loss_bbox_aux_3: 0.1485 (0.1550)  loss_bbox_aux_4: 0.1477 (0.1550)  loss_bbox_aux_5: 0.2049 (0.2041)  loss_bbox_dn_0: 0.2353 (0.2636)  loss_bbox_dn_1: 0.1849 (0.1928)  loss_bbox_dn_2: 0.1648 (0.1725)  loss_bbox_dn_3: 0.1596 (0.1666)  loss_bbox_dn_4: 0.1571 (0.1652)  loss_bbox_dn_5: 0.1571 (0.1652)  loss_giou: 0.4945 (0.4732)  loss_giou_aux_0: 0.5182 (0.4957)  loss_giou_aux_1: 0.4998 (0.4837)  loss_giou_aux_2: 0.4970 (0.4779)  loss_giou_aux_3: 0.4944 (0.4744)  loss_giou_aux_4: 0.4981 (0.4739)  loss_giou_aux_5: 0.5807 (0.5609)  loss_giou_dn_0: 0.5800 (0.5769)  loss_giou_dn_1: 0.4595 (0.4677)  loss_giou_dn_2: 0.4422 (0.4368)  loss_giou_dn_3: 0.4379 (0.4281)  loss_giou_dn_4: 0.4337 (0.4260)  loss_giou_dn_5: 0.4346 (0.4262)  loss_vfl: 0.6498 (0.6618)  loss_vfl_aux_0: 0.7431 (0.7677)  loss_vfl_aux_1: 0.6934 (0.7159)  loss_vfl_aux_2: 0.6895 (0.6861)  loss_vfl_aux_3: 0.6654 (0.6734)  loss_vfl_aux_4: 0.6563 (0.6633)  loss_vfl_aux_5: 0.7155 (0.7510)  loss_vfl_dn_0: 0.4472 (0.4496)  loss_vfl_dn_1: 0.3851 (0.3845)  loss_vfl_dn_2: 0.3711 (0.3689)  loss_vfl_dn_3: 0.3651 (0.3611)  loss_vfl_dn_4: 0.3611 (0.3585)  loss_vfl_dn_5: 0.3592 (0.3579)  time: 0.4790  data: 0.0145  max mem: 5654
Epoch: [51]  [ 200/7393]  eta: 1:11:53  lr: 0.000010  loss: 15.0745 (15.4741)  loss_bbox: 0.1432 (0.1525)  loss_bbox_aux_0: 0.1458 (0.1635)  loss_bbox_aux_1: 0.1421 (0.1557)  loss_bbox_aux_2: 0.1392 (0.1539)  loss_bbox_aux_3: 0.1421 (0.1525)  loss_bbox_aux_4: 0.1430 (0.1523)  loss_bbox_aux_5: 0.1875 (0.2016)  loss_bbox_dn_0: 0.2305 (0.2595)  loss_bbox_dn_1: 0.1616 (0.1893)  loss_bbox_dn_2: 0.1478 (0.1693)  loss_bbox_dn_3: 0.1440 (0.1637)  loss_bbox_dn_4: 0.1406 (0.1623)  loss_bbox_dn_5: 0.1405 (0.1623)  loss_giou: 0.4351 (0.4637)  loss_giou_aux_0: 0.4385 (0.4865)  loss_giou_aux_1: 0.4457 (0.4738)  loss_giou_aux_2: 0.4339 (0.4680)  loss_giou_aux_3: 0.4298 (0.4646)  loss_giou_aux_4: 0.4340 (0.4639)  loss_giou_aux_5: 0.5183 (0.5529)  loss_giou_dn_0: 0.5474 (0.5665)  loss_giou_dn_1: 0.4281 (0.4582)  loss_giou_dn_2: 0.4006 (0.4273)  loss_giou_dn_3: 0.3926 (0.4192)  loss_giou_dn_4: 0.3919 (0.4170)  loss_giou_dn_5: 0.3925 (0.4172)  loss_vfl: 0.6257 (0.6557)  loss_vfl_aux_0: 0.7367 (0.7641)  loss_vfl_aux_1: 0.6695 (0.7142)  loss_vfl_aux_2: 0.6635 (0.6825)  loss_vfl_aux_3: 0.6491 (0.6707)  loss_vfl_aux_4: 0.6282 (0.6593)  loss_vfl_aux_5: 0.7027 (0.7461)  loss_vfl_dn_0: 0.4429 (0.4477)  loss_vfl_dn_1: 0.3746 (0.3815)  loss_vfl_dn_2: 0.3634 (0.3659)  loss_vfl_dn_3: 0.3556 (0.3584)  loss_vfl_dn_4: 0.3541 (0.3559)  loss_vfl_dn_5: 0.3532 (0.3552)  time: 0.4759  data: 0.0143  max mem: 5654
Epoch: [51]  [ 300/7393]  eta: 1:06:00  lr: 0.000010  loss: 15.6332 (15.4872)  loss_bbox: 0.1500 (0.1506)  loss_bbox_aux_0: 0.1607 (0.1622)  loss_bbox_aux_1: 0.1521 (0.1545)  loss_bbox_aux_2: 0.1553 (0.1526)  loss_bbox_aux_3: 0.1454 (0.1504)  loss_bbox_aux_4: 0.1492 (0.1502)  loss_bbox_aux_5: 0.1970 (0.2004)  loss_bbox_dn_0: 0.2716 (0.2598)  loss_bbox_dn_1: 0.2168 (0.1898)  loss_bbox_dn_2: 0.1939 (0.1700)  loss_bbox_dn_3: 0.1857 (0.1643)  loss_bbox_dn_4: 0.1838 (0.1629)  loss_bbox_dn_5: 0.1838 (0.1629)  loss_giou: 0.4458 (0.4635)  loss_giou_aux_0: 0.4716 (0.4869)  loss_giou_aux_1: 0.4452 (0.4734)  loss_giou_aux_2: 0.4523 (0.4681)  loss_giou_aux_3: 0.4482 (0.4641)  loss_giou_aux_4: 0.4486 (0.4635)  loss_giou_aux_5: 0.5474 (0.5526)  loss_giou_dn_0: 0.5802 (0.5691)  loss_giou_dn_1: 0.4696 (0.4605)  loss_giou_dn_2: 0.4363 (0.4295)  loss_giou_dn_3: 0.4269 (0.4213)  loss_giou_dn_4: 0.4245 (0.4192)  loss_giou_dn_5: 0.4246 (0.4194)  loss_vfl: 0.6421 (0.6571)  loss_vfl_aux_0: 0.7288 (0.7634)  loss_vfl_aux_1: 0.6835 (0.7159)  loss_vfl_aux_2: 0.6586 (0.6838)  loss_vfl_aux_3: 0.6541 (0.6723)  loss_vfl_aux_4: 0.6445 (0.6613)  loss_vfl_aux_5: 0.7391 (0.7457)  loss_vfl_dn_0: 0.4471 (0.4481)  loss_vfl_dn_1: 0.3747 (0.3818)  loss_vfl_dn_2: 0.3599 (0.3661)  loss_vfl_dn_3: 0.3528 (0.3586)  loss_vfl_dn_4: 0.3512 (0.3560)  loss_vfl_dn_5: 0.3518 (0.3554)  time: 0.4758  data: 0.0144  max mem: 5654
Epoch: [51]  [ 400/7393]  eta: 1:02:45  lr: 0.000010  loss: 15.5466 (15.5353)  loss_bbox: 0.1488 (0.1511)  loss_bbox_aux_0: 0.1534 (0.1626)  loss_bbox_aux_1: 0.1504 (0.1548)  loss_bbox_aux_2: 0.1537 (0.1532)  loss_bbox_aux_3: 0.1521 (0.1510)  loss_bbox_aux_4: 0.1495 (0.1507)  loss_bbox_aux_5: 0.1885 (0.2003)  loss_bbox_dn_0: 0.2493 (0.2612)  loss_bbox_dn_1: 0.1687 (0.1909)  loss_bbox_dn_2: 0.1523 (0.1713)  loss_bbox_dn_3: 0.1497 (0.1656)  loss_bbox_dn_4: 0.1474 (0.1643)  loss_bbox_dn_5: 0.1475 (0.1643)  loss_giou: 0.4329 (0.4637)  loss_giou_aux_0: 0.4533 (0.4879)  loss_giou_aux_1: 0.4468 (0.4736)  loss_giou_aux_2: 0.4334 (0.4685)  loss_giou_aux_3: 0.4269 (0.4645)  loss_giou_aux_4: 0.4313 (0.4637)  loss_giou_aux_5: 0.5367 (0.5535)  loss_giou_dn_0: 0.5639 (0.5694)  loss_giou_dn_1: 0.4476 (0.4611)  loss_giou_dn_2: 0.4152 (0.4304)  loss_giou_dn_3: 0.4067 (0.4223)  loss_giou_dn_4: 0.4053 (0.4202)  loss_giou_dn_5: 0.4053 (0.4204)  loss_vfl: 0.6548 (0.6610)  loss_vfl_aux_0: 0.7775 (0.7664)  loss_vfl_aux_1: 0.7365 (0.7193)  loss_vfl_aux_2: 0.6923 (0.6868)  loss_vfl_aux_3: 0.6642 (0.6752)  loss_vfl_aux_4: 0.6500 (0.6654)  loss_vfl_aux_5: 0.7395 (0.7468)  loss_vfl_dn_0: 0.4460 (0.4490)  loss_vfl_dn_1: 0.3874 (0.3831)  loss_vfl_dn_2: 0.3653 (0.3675)  loss_vfl_dn_3: 0.3580 (0.3601)  loss_vfl_dn_4: 0.3561 (0.3575)  loss_vfl_dn_5: 0.3547 (0.3569)  time: 0.4809  data: 0.0136  max mem: 5654
Epoch: [51]  [ 500/7393]  eta: 1:00:28  lr: 0.000010  loss: 15.9497 (15.5434)  loss_bbox: 0.1448 (0.1502)  loss_bbox_aux_0: 0.1524 (0.1616)  loss_bbox_aux_1: 0.1461 (0.1540)  loss_bbox_aux_2: 0.1467 (0.1523)  loss_bbox_aux_3: 0.1422 (0.1501)  loss_bbox_aux_4: 0.1451 (0.1500)  loss_bbox_aux_5: 0.1873 (0.1989)  loss_bbox_dn_0: 0.2383 (0.2606)  loss_bbox_dn_1: 0.1732 (0.1907)  loss_bbox_dn_2: 0.1577 (0.1713)  loss_bbox_dn_3: 0.1517 (0.1655)  loss_bbox_dn_4: 0.1519 (0.1641)  loss_bbox_dn_5: 0.1525 (0.1641)  loss_giou: 0.4679 (0.4640)  loss_giou_aux_0: 0.4918 (0.4879)  loss_giou_aux_1: 0.4845 (0.4741)  loss_giou_aux_2: 0.4780 (0.4689)  loss_giou_aux_3: 0.4762 (0.4648)  loss_giou_aux_4: 0.4708 (0.4641)  loss_giou_aux_5: 0.5572 (0.5531)  loss_giou_dn_0: 0.5794 (0.5697)  loss_giou_dn_1: 0.4763 (0.4619)  loss_giou_dn_2: 0.4450 (0.4313)  loss_giou_dn_3: 0.4388 (0.4230)  loss_giou_dn_4: 0.4362 (0.4209)  loss_giou_dn_5: 0.4366 (0.4211)  loss_vfl: 0.6737 (0.6623)  loss_vfl_aux_0: 0.7466 (0.7675)  loss_vfl_aux_1: 0.7059 (0.7205)  loss_vfl_aux_2: 0.6648 (0.6885)  loss_vfl_aux_3: 0.6812 (0.6761)  loss_vfl_aux_4: 0.6622 (0.6665)  loss_vfl_aux_5: 0.7276 (0.7476)  loss_vfl_dn_0: 0.4510 (0.4496)  loss_vfl_dn_1: 0.3955 (0.3833)  loss_vfl_dn_2: 0.3800 (0.3678)  loss_vfl_dn_3: 0.3757 (0.3604)  loss_vfl_dn_4: 0.3728 (0.3579)  loss_vfl_dn_5: 0.3698 (0.3572)  time: 0.4947  data: 0.0143  max mem: 5654
Epoch: [51]  [ 600/7393]  eta: 0:58:38  lr: 0.000010  loss: 15.5917 (15.5213)  loss_bbox: 0.1536 (0.1505)  loss_bbox_aux_0: 0.1714 (0.1623)  loss_bbox_aux_1: 0.1540 (0.1545)  loss_bbox_aux_2: 0.1606 (0.1527)  loss_bbox_aux_3: 0.1591 (0.1506)  loss_bbox_aux_4: 0.1542 (0.1504)  loss_bbox_aux_5: 0.1986 (0.1997)  loss_bbox_dn_0: 0.2465 (0.2608)  loss_bbox_dn_1: 0.1761 (0.1908)  loss_bbox_dn_2: 0.1552 (0.1710)  loss_bbox_dn_3: 0.1479 (0.1652)  loss_bbox_dn_4: 0.1454 (0.1638)  loss_bbox_dn_5: 0.1454 (0.1638)  loss_giou: 0.4251 (0.4632)  loss_giou_aux_0: 0.4621 (0.4872)  loss_giou_aux_1: 0.4349 (0.4733)  loss_giou_aux_2: 0.4343 (0.4681)  loss_giou_aux_3: 0.4231 (0.4641)  loss_giou_aux_4: 0.4299 (0.4634)  loss_giou_aux_5: 0.5105 (0.5523)  loss_giou_dn_0: 0.5421 (0.5683)  loss_giou_dn_1: 0.4359 (0.4603)  loss_giou_dn_2: 0.4043 (0.4298)  loss_giou_dn_3: 0.4016 (0.4215)  loss_giou_dn_4: 0.3981 (0.4194)  loss_giou_dn_5: 0.3982 (0.4196)  loss_vfl: 0.6620 (0.6617)  loss_vfl_aux_0: 0.7787 (0.7659)  loss_vfl_aux_1: 0.7403 (0.7186)  loss_vfl_aux_2: 0.6919 (0.6877)  loss_vfl_aux_3: 0.6748 (0.6751)  loss_vfl_aux_4: 0.6764 (0.6655)  loss_vfl_aux_5: 0.7597 (0.7463)  loss_vfl_dn_0: 0.4398 (0.4492)  loss_vfl_dn_1: 0.3761 (0.3831)  loss_vfl_dn_2: 0.3596 (0.3674)  loss_vfl_dn_3: 0.3482 (0.3600)  loss_vfl_dn_4: 0.3448 (0.3575)  loss_vfl_dn_5: 0.3440 (0.3568)  time: 0.4763  data: 0.0136  max mem: 5654
Epoch: [51]  [ 700/7393]  eta: 0:57:04  lr: 0.000010  loss: 15.6777 (15.5298)  loss_bbox: 0.1358 (0.1506)  loss_bbox_aux_0: 0.1614 (0.1623)  loss_bbox_aux_1: 0.1465 (0.1545)  loss_bbox_aux_2: 0.1416 (0.1526)  loss_bbox_aux_3: 0.1347 (0.1505)  loss_bbox_aux_4: 0.1350 (0.1505)  loss_bbox_aux_5: 0.1886 (0.1998)  loss_bbox_dn_0: 0.2458 (0.2620)  loss_bbox_dn_1: 0.1841 (0.1916)  loss_bbox_dn_2: 0.1598 (0.1717)  loss_bbox_dn_3: 0.1504 (0.1657)  loss_bbox_dn_4: 0.1497 (0.1644)  loss_bbox_dn_5: 0.1496 (0.1644)  loss_giou: 0.4659 (0.4620)  loss_giou_aux_0: 0.4865 (0.4860)  loss_giou_aux_1: 0.4728 (0.4721)  loss_giou_aux_2: 0.4639 (0.4666)  loss_giou_aux_3: 0.4639 (0.4628)  loss_giou_aux_4: 0.4657 (0.4621)  loss_giou_aux_5: 0.5663 (0.5513)  loss_giou_dn_0: 0.5684 (0.5680)  loss_giou_dn_1: 0.4463 (0.4601)  loss_giou_dn_2: 0.4179 (0.4296)  loss_giou_dn_3: 0.4096 (0.4212)  loss_giou_dn_4: 0.4075 (0.4191)  loss_giou_dn_5: 0.4076 (0.4193)  loss_vfl: 0.6927 (0.6637)  loss_vfl_aux_0: 0.7680 (0.7667)  loss_vfl_aux_1: 0.7325 (0.7206)  loss_vfl_aux_2: 0.7090 (0.6902)  loss_vfl_aux_3: 0.6974 (0.6774)  loss_vfl_aux_4: 0.6929 (0.6678)  loss_vfl_aux_5: 0.7692 (0.7491)  loss_vfl_dn_0: 0.4518 (0.4492)  loss_vfl_dn_1: 0.3873 (0.3829)  loss_vfl_dn_2: 0.3724 (0.3673)  loss_vfl_dn_3: 0.3603 (0.3599)  loss_vfl_dn_4: 0.3604 (0.3574)  loss_vfl_dn_5: 0.3606 (0.3567)  time: 0.4723  data: 0.0144  max mem: 5654
Epoch: [51]  [ 800/7393]  eta: 0:55:41  lr: 0.000010  loss: 15.7731 (15.5713)  loss_bbox: 0.1421 (0.1504)  loss_bbox_aux_0: 0.1591 (0.1624)  loss_bbox_aux_1: 0.1419 (0.1544)  loss_bbox_aux_2: 0.1431 (0.1524)  loss_bbox_aux_3: 0.1439 (0.1504)  loss_bbox_aux_4: 0.1402 (0.1504)  loss_bbox_aux_5: 0.1800 (0.1998)  loss_bbox_dn_0: 0.2458 (0.2617)  loss_bbox_dn_1: 0.1652 (0.1916)  loss_bbox_dn_2: 0.1562 (0.1717)  loss_bbox_dn_3: 0.1443 (0.1657)  loss_bbox_dn_4: 0.1413 (0.1643)  loss_bbox_dn_5: 0.1413 (0.1643)  loss_giou: 0.4786 (0.4651)  loss_giou_aux_0: 0.4949 (0.4891)  loss_giou_aux_1: 0.4760 (0.4753)  loss_giou_aux_2: 0.4832 (0.4697)  loss_giou_aux_3: 0.4792 (0.4658)  loss_giou_aux_4: 0.4807 (0.4651)  loss_giou_aux_5: 0.5515 (0.5544)  loss_giou_dn_0: 0.5661 (0.5703)  loss_giou_dn_1: 0.4624 (0.4624)  loss_giou_dn_2: 0.4246 (0.4318)  loss_giou_dn_3: 0.4116 (0.4233)  loss_giou_dn_4: 0.4091 (0.4212)  loss_giou_dn_5: 0.4095 (0.4214)  loss_vfl: 0.6635 (0.6644)  loss_vfl_aux_0: 0.7457 (0.7675)  loss_vfl_aux_1: 0.7317 (0.7215)  loss_vfl_aux_2: 0.6936 (0.6912)  loss_vfl_aux_3: 0.6795 (0.6780)  loss_vfl_aux_4: 0.6747 (0.6685)  loss_vfl_aux_5: 0.7360 (0.7503)  loss_vfl_dn_0: 0.4462 (0.4492)  loss_vfl_dn_1: 0.3863 (0.3833)  loss_vfl_dn_2: 0.3713 (0.3676)  loss_vfl_dn_3: 0.3691 (0.3603)  loss_vfl_dn_4: 0.3689 (0.3579)  loss_vfl_dn_5: 0.3666 (0.3571)  time: 0.4742  data: 0.0142  max mem: 5654
Epoch: [51]  [ 900/7393]  eta: 0:54:29  lr: 0.000010  loss: 15.7509 (15.5581)  loss_bbox: 0.1461 (0.1503)  loss_bbox_aux_0: 0.1603 (0.1624)  loss_bbox_aux_1: 0.1571 (0.1545)  loss_bbox_aux_2: 0.1558 (0.1524)  loss_bbox_aux_3: 0.1477 (0.1504)  loss_bbox_aux_4: 0.1462 (0.1502)  loss_bbox_aux_5: 0.1874 (0.1995)  loss_bbox_dn_0: 0.2306 (0.2612)  loss_bbox_dn_1: 0.1693 (0.1914)  loss_bbox_dn_2: 0.1545 (0.1715)  loss_bbox_dn_3: 0.1497 (0.1655)  loss_bbox_dn_4: 0.1497 (0.1642)  loss_bbox_dn_5: 0.1498 (0.1642)  loss_giou: 0.4806 (0.4648)  loss_giou_aux_0: 0.5119 (0.4886)  loss_giou_aux_1: 0.4988 (0.4749)  loss_giou_aux_2: 0.4883 (0.4692)  loss_giou_aux_3: 0.4826 (0.4655)  loss_giou_aux_4: 0.4813 (0.4648)  loss_giou_aux_5: 0.5850 (0.5535)  loss_giou_dn_0: 0.6039 (0.5691)  loss_giou_dn_1: 0.5055 (0.4612)  loss_giou_dn_2: 0.4717 (0.4307)  loss_giou_dn_3: 0.4633 (0.4223)  loss_giou_dn_4: 0.4608 (0.4202)  loss_giou_dn_5: 0.4609 (0.4204)  loss_vfl: 0.6641 (0.6640)  loss_vfl_aux_0: 0.7335 (0.7673)  loss_vfl_aux_1: 0.7011 (0.7213)  loss_vfl_aux_2: 0.6689 (0.6911)  loss_vfl_aux_3: 0.6736 (0.6774)  loss_vfl_aux_4: 0.6734 (0.6682)  loss_vfl_aux_5: 0.7333 (0.7513)  loss_vfl_dn_0: 0.4498 (0.4492)  loss_vfl_dn_1: 0.3878 (0.3832)  loss_vfl_dn_2: 0.3733 (0.3675)  loss_vfl_dn_3: 0.3677 (0.3602)  loss_vfl_dn_4: 0.3653 (0.3578)  loss_vfl_dn_5: 0.3645 (0.3570)  time: 0.4859  data: 0.0145  max mem: 5654
Epoch: [51]  [1000/7393]  eta: 0:53:17  lr: 0.000010  loss: 15.8346 (15.5672)  loss_bbox: 0.1520 (0.1506)  loss_bbox_aux_0: 0.1534 (0.1625)  loss_bbox_aux_1: 0.1525 (0.1548)  loss_bbox_aux_2: 0.1484 (0.1527)  loss_bbox_aux_3: 0.1482 (0.1507)  loss_bbox_aux_4: 0.1472 (0.1506)  loss_bbox_aux_5: 0.1899 (0.1995)  loss_bbox_dn_0: 0.2649 (0.2613)  loss_bbox_dn_1: 0.1929 (0.1914)  loss_bbox_dn_2: 0.1796 (0.1714)  loss_bbox_dn_3: 0.1721 (0.1656)  loss_bbox_dn_4: 0.1675 (0.1643)  loss_bbox_dn_5: 0.1675 (0.1643)  loss_giou: 0.4548 (0.4656)  loss_giou_aux_0: 0.4677 (0.4892)  loss_giou_aux_1: 0.4594 (0.4759)  loss_giou_aux_2: 0.4600 (0.4702)  loss_giou_aux_3: 0.4508 (0.4665)  loss_giou_aux_4: 0.4499 (0.4657)  loss_giou_aux_5: 0.5279 (0.5539)  loss_giou_dn_0: 0.5702 (0.5693)  loss_giou_dn_1: 0.4667 (0.4614)  loss_giou_dn_2: 0.4389 (0.4310)  loss_giou_dn_3: 0.4294 (0.4227)  loss_giou_dn_4: 0.4290 (0.4206)  loss_giou_dn_5: 0.4290 (0.4208)  loss_vfl: 0.6630 (0.6636)  loss_vfl_aux_0: 0.7649 (0.7676)  loss_vfl_aux_1: 0.7320 (0.7213)  loss_vfl_aux_2: 0.6962 (0.6907)  loss_vfl_aux_3: 0.6925 (0.6770)  loss_vfl_aux_4: 0.6680 (0.6679)  loss_vfl_aux_5: 0.7377 (0.7516)  loss_vfl_dn_0: 0.4551 (0.4493)  loss_vfl_dn_1: 0.3887 (0.3834)  loss_vfl_dn_2: 0.3703 (0.3675)  loss_vfl_dn_3: 0.3670 (0.3602)  loss_vfl_dn_4: 0.3605 (0.3578)  loss_vfl_dn_5: 0.3581 (0.3570)  time: 0.4759  data: 0.0131  max mem: 5654
Epoch: [51]  [1100/7393]  eta: 0:52:10  lr: 0.000010  loss: 16.0006 (15.5716)  loss_bbox: 0.1498 (0.1507)  loss_bbox_aux_0: 0.1516 (0.1626)  loss_bbox_aux_1: 0.1447 (0.1548)  loss_bbox_aux_2: 0.1528 (0.1527)  loss_bbox_aux_3: 0.1525 (0.1507)  loss_bbox_aux_4: 0.1520 (0.1506)  loss_bbox_aux_5: 0.1904 (0.1996)  loss_bbox_dn_0: 0.2435 (0.2614)  loss_bbox_dn_1: 0.1875 (0.1916)  loss_bbox_dn_2: 0.1657 (0.1716)  loss_bbox_dn_3: 0.1627 (0.1657)  loss_bbox_dn_4: 0.1567 (0.1644)  loss_bbox_dn_5: 0.1567 (0.1644)  loss_giou: 0.4244 (0.4660)  loss_giou_aux_0: 0.4582 (0.4896)  loss_giou_aux_1: 0.4521 (0.4764)  loss_giou_aux_2: 0.4320 (0.4706)  loss_giou_aux_3: 0.4209 (0.4669)  loss_giou_aux_4: 0.4295 (0.4661)  loss_giou_aux_5: 0.5410 (0.5543)  loss_giou_dn_0: 0.5905 (0.5694)  loss_giou_dn_1: 0.4713 (0.4618)  loss_giou_dn_2: 0.4266 (0.4313)  loss_giou_dn_3: 0.4191 (0.4230)  loss_giou_dn_4: 0.4199 (0.4209)  loss_giou_dn_5: 0.4201 (0.4211)  loss_vfl: 0.6861 (0.6637)  loss_vfl_aux_0: 0.7655 (0.7676)  loss_vfl_aux_1: 0.7283 (0.7206)  loss_vfl_aux_2: 0.7188 (0.6907)  loss_vfl_aux_3: 0.6998 (0.6772)  loss_vfl_aux_4: 0.6959 (0.6679)  loss_vfl_aux_5: 0.7598 (0.7509)  loss_vfl_dn_0: 0.4453 (0.4492)  loss_vfl_dn_1: 0.3847 (0.3834)  loss_vfl_dn_2: 0.3689 (0.3674)  loss_vfl_dn_3: 0.3614 (0.3602)  loss_vfl_dn_4: 0.3573 (0.3577)  loss_vfl_dn_5: 0.3576 (0.3569)  time: 0.4751  data: 0.0134  max mem: 5654
Epoch: [51]  [1200/7393]  eta: 0:51:08  lr: 0.000010  loss: 15.9226 (15.5821)  loss_bbox: 0.1461 (0.1505)  loss_bbox_aux_0: 0.1617 (0.1627)  loss_bbox_aux_1: 0.1527 (0.1548)  loss_bbox_aux_2: 0.1595 (0.1527)  loss_bbox_aux_3: 0.1502 (0.1507)  loss_bbox_aux_4: 0.1461 (0.1505)  loss_bbox_aux_5: 0.1910 (0.1996)  loss_bbox_dn_0: 0.2502 (0.2611)  loss_bbox_dn_1: 0.1911 (0.1914)  loss_bbox_dn_2: 0.1680 (0.1714)  loss_bbox_dn_3: 0.1624 (0.1655)  loss_bbox_dn_4: 0.1609 (0.1641)  loss_bbox_dn_5: 0.1609 (0.1641)  loss_giou: 0.4302 (0.4672)  loss_giou_aux_0: 0.4679 (0.4909)  loss_giou_aux_1: 0.4374 (0.4775)  loss_giou_aux_2: 0.4403 (0.4717)  loss_giou_aux_3: 0.4283 (0.4681)  loss_giou_aux_4: 0.4302 (0.4672)  loss_giou_aux_5: 0.5372 (0.5555)  loss_giou_dn_0: 0.5484 (0.5700)  loss_giou_dn_1: 0.4323 (0.4624)  loss_giou_dn_2: 0.4067 (0.4318)  loss_giou_dn_3: 0.3975 (0.4235)  loss_giou_dn_4: 0.3971 (0.4214)  loss_giou_dn_5: 0.3972 (0.4216)  loss_vfl: 0.6456 (0.6639)  loss_vfl_aux_0: 0.7403 (0.7673)  loss_vfl_aux_1: 0.7150 (0.7208)  loss_vfl_aux_2: 0.6798 (0.6910)  loss_vfl_aux_3: 0.6703 (0.6772)  loss_vfl_aux_4: 0.6495 (0.6682)  loss_vfl_aux_5: 0.7354 (0.7510)  loss_vfl_dn_0: 0.4519 (0.4493)  loss_vfl_dn_1: 0.3808 (0.3834)  loss_vfl_dn_2: 0.3666 (0.3674)  loss_vfl_dn_3: 0.3600 (0.3601)  loss_vfl_dn_4: 0.3585 (0.3576)  loss_vfl_dn_5: 0.3559 (0.3568)  time: 0.4720  data: 0.0136  max mem: 5654
Epoch: [51]  [1300/7393]  eta: 0:50:08  lr: 0.000010  loss: 16.0950 (15.5877)  loss_bbox: 0.1465 (0.1505)  loss_bbox_aux_0: 0.1621 (0.1629)  loss_bbox_aux_1: 0.1490 (0.1549)  loss_bbox_aux_2: 0.1476 (0.1527)  loss_bbox_aux_3: 0.1503 (0.1508)  loss_bbox_aux_4: 0.1481 (0.1506)  loss_bbox_aux_5: 0.1952 (0.1994)  loss_bbox_dn_0: 0.2345 (0.2604)  loss_bbox_dn_1: 0.1739 (0.1907)  loss_bbox_dn_2: 0.1632 (0.1707)  loss_bbox_dn_3: 0.1571 (0.1649)  loss_bbox_dn_4: 0.1568 (0.1635)  loss_bbox_dn_5: 0.1568 (0.1635)  loss_giou: 0.5113 (0.4682)  loss_giou_aux_0: 0.5431 (0.4920)  loss_giou_aux_1: 0.5174 (0.4786)  loss_giou_aux_2: 0.5160 (0.4727)  loss_giou_aux_3: 0.5145 (0.4692)  loss_giou_aux_4: 0.5142 (0.4682)  loss_giou_aux_5: 0.6147 (0.5563)  loss_giou_dn_0: 0.5879 (0.5705)  loss_giou_dn_1: 0.4765 (0.4628)  loss_giou_dn_2: 0.4457 (0.4323)  loss_giou_dn_3: 0.4442 (0.4240)  loss_giou_dn_4: 0.4425 (0.4219)  loss_giou_dn_5: 0.4427 (0.4221)  loss_vfl: 0.6254 (0.6640)  loss_vfl_aux_0: 0.7097 (0.7668)  loss_vfl_aux_1: 0.6660 (0.7209)  loss_vfl_aux_2: 0.6521 (0.6909)  loss_vfl_aux_3: 0.6339 (0.6771)  loss_vfl_aux_4: 0.6240 (0.6682)  loss_vfl_aux_5: 0.7084 (0.7511)  loss_vfl_dn_0: 0.4444 (0.4493)  loss_vfl_dn_1: 0.3882 (0.3833)  loss_vfl_dn_2: 0.3728 (0.3673)  loss_vfl_dn_3: 0.3694 (0.3601)  loss_vfl_dn_4: 0.3661 (0.3576)  loss_vfl_dn_5: 0.3651 (0.3568)  time: 0.4831  data: 0.0137  max mem: 5654
Epoch: [51]  [1400/7393]  eta: 0:49:11  lr: 0.000010  loss: 15.7438 (15.5825)  loss_bbox: 0.1333 (0.1507)  loss_bbox_aux_0: 0.1518 (0.1630)  loss_bbox_aux_1: 0.1379 (0.1550)  loss_bbox_aux_2: 0.1349 (0.1529)  loss_bbox_aux_3: 0.1364 (0.1510)  loss_bbox_aux_4: 0.1322 (0.1507)  loss_bbox_aux_5: 0.1861 (0.1995)  loss_bbox_dn_0: 0.2273 (0.2608)  loss_bbox_dn_1: 0.1599 (0.1911)  loss_bbox_dn_2: 0.1476 (0.1711)  loss_bbox_dn_3: 0.1445 (0.1652)  loss_bbox_dn_4: 0.1417 (0.1638)  loss_bbox_dn_5: 0.1417 (0.1638)  loss_giou: 0.4799 (0.4672)  loss_giou_aux_0: 0.5412 (0.4909)  loss_giou_aux_1: 0.5141 (0.4775)  loss_giou_aux_2: 0.5131 (0.4717)  loss_giou_aux_3: 0.5119 (0.4683)  loss_giou_aux_4: 0.4867 (0.4673)  loss_giou_aux_5: 0.5942 (0.5554)  loss_giou_dn_0: 0.5774 (0.5698)  loss_giou_dn_1: 0.4675 (0.4621)  loss_giou_dn_2: 0.4366 (0.4316)  loss_giou_dn_3: 0.4275 (0.4234)  loss_giou_dn_4: 0.4229 (0.4213)  loss_giou_dn_5: 0.4232 (0.4215)  loss_vfl: 0.6588 (0.6642)  loss_vfl_aux_0: 0.7325 (0.7675)  loss_vfl_aux_1: 0.7024 (0.7214)  loss_vfl_aux_2: 0.6832 (0.6911)  loss_vfl_aux_3: 0.6688 (0.6771)  loss_vfl_aux_4: 0.6653 (0.6684)  loss_vfl_aux_5: 0.7125 (0.7517)  loss_vfl_dn_0: 0.4441 (0.4494)  loss_vfl_dn_1: 0.3778 (0.3833)  loss_vfl_dn_2: 0.3639 (0.3673)  loss_vfl_dn_3: 0.3561 (0.3600)  loss_vfl_dn_4: 0.3521 (0.3575)  loss_vfl_dn_5: 0.3497 (0.3568)  time: 0.4708  data: 0.0135  max mem: 5654
Epoch: [51]  [1500/7393]  eta: 0:48:15  lr: 0.000010  loss: 15.4788 (15.5785)  loss_bbox: 0.1376 (0.1505)  loss_bbox_aux_0: 0.1648 (0.1629)  loss_bbox_aux_1: 0.1568 (0.1548)  loss_bbox_aux_2: 0.1484 (0.1527)  loss_bbox_aux_3: 0.1466 (0.1508)  loss_bbox_aux_4: 0.1423 (0.1505)  loss_bbox_aux_5: 0.1965 (0.1994)  loss_bbox_dn_0: 0.2582 (0.2613)  loss_bbox_dn_1: 0.1870 (0.1914)  loss_bbox_dn_2: 0.1682 (0.1714)  loss_bbox_dn_3: 0.1579 (0.1655)  loss_bbox_dn_4: 0.1580 (0.1641)  loss_bbox_dn_5: 0.1579 (0.1641)  loss_giou: 0.4707 (0.4666)  loss_giou_aux_0: 0.5017 (0.4903)  loss_giou_aux_1: 0.4898 (0.4767)  loss_giou_aux_2: 0.4831 (0.4710)  loss_giou_aux_3: 0.4789 (0.4676)  loss_giou_aux_4: 0.4721 (0.4665)  loss_giou_aux_5: 0.5766 (0.5546)  loss_giou_dn_0: 0.5832 (0.5694)  loss_giou_dn_1: 0.4682 (0.4617)  loss_giou_dn_2: 0.4371 (0.4312)  loss_giou_dn_3: 0.4305 (0.4230)  loss_giou_dn_4: 0.4295 (0.4209)  loss_giou_dn_5: 0.4295 (0.4211)  loss_vfl: 0.6534 (0.6645)  loss_vfl_aux_0: 0.7409 (0.7678)  loss_vfl_aux_1: 0.6962 (0.7219)  loss_vfl_aux_2: 0.6678 (0.6918)  loss_vfl_aux_3: 0.6550 (0.6776)  loss_vfl_aux_4: 0.6491 (0.6687)  loss_vfl_aux_5: 0.7209 (0.7519)  loss_vfl_dn_0: 0.4560 (0.4495)  loss_vfl_dn_1: 0.3887 (0.3833)  loss_vfl_dn_2: 0.3685 (0.3673)  loss_vfl_dn_3: 0.3602 (0.3600)  loss_vfl_dn_4: 0.3586 (0.3575)  loss_vfl_dn_5: 0.3574 (0.3568)  time: 0.4751  data: 0.0136  max mem: 5654
Epoch: [51]  [1600/7393]  eta: 0:47:22  lr: 0.000010  loss: 15.7565 (15.5844)  loss_bbox: 0.1744 (0.1506)  loss_bbox_aux_0: 0.1794 (0.1629)  loss_bbox_aux_1: 0.1793 (0.1550)  loss_bbox_aux_2: 0.1780 (0.1528)  loss_bbox_aux_3: 0.1800 (0.1509)  loss_bbox_aux_4: 0.1756 (0.1506)  loss_bbox_aux_5: 0.2066 (0.1994)  loss_bbox_dn_0: 0.2649 (0.2613)  loss_bbox_dn_1: 0.1989 (0.1914)  loss_bbox_dn_2: 0.1755 (0.1713)  loss_bbox_dn_3: 0.1683 (0.1654)  loss_bbox_dn_4: 0.1674 (0.1640)  loss_bbox_dn_5: 0.1672 (0.1640)  loss_giou: 0.4493 (0.4671)  loss_giou_aux_0: 0.4481 (0.4906)  loss_giou_aux_1: 0.4399 (0.4770)  loss_giou_aux_2: 0.4460 (0.4714)  loss_giou_aux_3: 0.4451 (0.4681)  loss_giou_aux_4: 0.4468 (0.4671)  loss_giou_aux_5: 0.5079 (0.5549)  loss_giou_dn_0: 0.5491 (0.5698)  loss_giou_dn_1: 0.4466 (0.4621)  loss_giou_dn_2: 0.4198 (0.4316)  loss_giou_dn_3: 0.4128 (0.4234)  loss_giou_dn_4: 0.4096 (0.4213)  loss_giou_dn_5: 0.4096 (0.4215)  loss_vfl: 0.6380 (0.6642)  loss_vfl_aux_0: 0.7619 (0.7678)  loss_vfl_aux_1: 0.7089 (0.7221)  loss_vfl_aux_2: 0.6828 (0.6917)  loss_vfl_aux_3: 0.6585 (0.6775)  loss_vfl_aux_4: 0.6433 (0.6684)  loss_vfl_aux_5: 0.7447 (0.7517)  loss_vfl_dn_0: 0.4487 (0.4495)  loss_vfl_dn_1: 0.3871 (0.3835)  loss_vfl_dn_2: 0.3678 (0.3675)  loss_vfl_dn_3: 0.3630 (0.3603)  loss_vfl_dn_4: 0.3600 (0.3578)  loss_vfl_dn_5: 0.3581 (0.3570)  time: 0.4737  data: 0.0140  max mem: 5654
Epoch: [51]  [1700/7393]  eta: 0:46:26  lr: 0.000010  loss: 15.6433 (15.5890)  loss_bbox: 0.1439 (0.1507)  loss_bbox_aux_0: 0.1493 (0.1630)  loss_bbox_aux_1: 0.1473 (0.1551)  loss_bbox_aux_2: 0.1456 (0.1530)  loss_bbox_aux_3: 0.1445 (0.1511)  loss_bbox_aux_4: 0.1428 (0.1507)  loss_bbox_aux_5: 0.2040 (0.1994)  loss_bbox_dn_0: 0.2648 (0.2615)  loss_bbox_dn_1: 0.1840 (0.1916)  loss_bbox_dn_2: 0.1667 (0.1715)  loss_bbox_dn_3: 0.1608 (0.1657)  loss_bbox_dn_4: 0.1586 (0.1643)  loss_bbox_dn_5: 0.1587 (0.1643)  loss_giou: 0.4396 (0.4668)  loss_giou_aux_0: 0.4644 (0.4902)  loss_giou_aux_1: 0.4431 (0.4767)  loss_giou_aux_2: 0.4380 (0.4712)  loss_giou_aux_3: 0.4397 (0.4678)  loss_giou_aux_4: 0.4349 (0.4668)  loss_giou_aux_5: 0.5276 (0.5542)  loss_giou_dn_0: 0.5548 (0.5697)  loss_giou_dn_1: 0.4565 (0.4620)  loss_giou_dn_2: 0.4291 (0.4315)  loss_giou_dn_3: 0.4184 (0.4233)  loss_giou_dn_4: 0.4162 (0.4212)  loss_giou_dn_5: 0.4162 (0.4214)  loss_vfl: 0.6687 (0.6648)  loss_vfl_aux_0: 0.7533 (0.7682)  loss_vfl_aux_1: 0.7169 (0.7226)  loss_vfl_aux_2: 0.7019 (0.6922)  loss_vfl_aux_3: 0.6744 (0.6779)  loss_vfl_aux_4: 0.6748 (0.6689)  loss_vfl_aux_5: 0.7184 (0.7527)  loss_vfl_dn_0: 0.4466 (0.4497)  loss_vfl_dn_1: 0.3865 (0.3838)  loss_vfl_dn_2: 0.3692 (0.3678)  loss_vfl_dn_3: 0.3593 (0.3605)  loss_vfl_dn_4: 0.3579 (0.3580)  loss_vfl_dn_5: 0.3571 (0.3573)  time: 0.4719  data: 0.0138  max mem: 5654
Epoch: [51]  [1800/7393]  eta: 0:45:31  lr: 0.000010  loss: 15.2334 (15.5791)  loss_bbox: 0.1546 (0.1505)  loss_bbox_aux_0: 0.1721 (0.1630)  loss_bbox_aux_1: 0.1559 (0.1550)  loss_bbox_aux_2: 0.1581 (0.1529)  loss_bbox_aux_3: 0.1501 (0.1510)  loss_bbox_aux_4: 0.1505 (0.1505)  loss_bbox_aux_5: 0.1891 (0.1994)  loss_bbox_dn_0: 0.2439 (0.2616)  loss_bbox_dn_1: 0.1798 (0.1916)  loss_bbox_dn_2: 0.1606 (0.1715)  loss_bbox_dn_3: 0.1586 (0.1657)  loss_bbox_dn_4: 0.1565 (0.1643)  loss_bbox_dn_5: 0.1565 (0.1643)  loss_giou: 0.4655 (0.4665)  loss_giou_aux_0: 0.4944 (0.4900)  loss_giou_aux_1: 0.4720 (0.4764)  loss_giou_aux_2: 0.4709 (0.4710)  loss_giou_aux_3: 0.4756 (0.4676)  loss_giou_aux_4: 0.4652 (0.4666)  loss_giou_aux_5: 0.5560 (0.5540)  loss_giou_dn_0: 0.5772 (0.5696)  loss_giou_dn_1: 0.4715 (0.4618)  loss_giou_dn_2: 0.4296 (0.4313)  loss_giou_dn_3: 0.4231 (0.4230)  loss_giou_dn_4: 0.4258 (0.4209)  loss_giou_dn_5: 0.4257 (0.4211)  loss_vfl: 0.6186 (0.6641)  loss_vfl_aux_0: 0.7120 (0.7675)  loss_vfl_aux_1: 0.6626 (0.7219)  loss_vfl_aux_2: 0.6224 (0.6912)  loss_vfl_aux_3: 0.6210 (0.6770)  loss_vfl_aux_4: 0.6186 (0.6681)  loss_vfl_aux_5: 0.7188 (0.7520)  loss_vfl_dn_0: 0.4423 (0.4496)  loss_vfl_dn_1: 0.3790 (0.3836)  loss_vfl_dn_2: 0.3628 (0.3676)  loss_vfl_dn_3: 0.3542 (0.3604)  loss_vfl_dn_4: 0.3520 (0.3579)  loss_vfl_dn_5: 0.3521 (0.3571)  time: 0.4787  data: 0.0137  max mem: 5654
Epoch: [51]  [1900/7393]  eta: 0:44:37  lr: 0.000010  loss: 14.8915 (15.5702)  loss_bbox: 0.1400 (0.1504)  loss_bbox_aux_0: 0.1484 (0.1630)  loss_bbox_aux_1: 0.1414 (0.1549)  loss_bbox_aux_2: 0.1374 (0.1528)  loss_bbox_aux_3: 0.1410 (0.1509)  loss_bbox_aux_4: 0.1400 (0.1505)  loss_bbox_aux_5: 0.1791 (0.1993)  loss_bbox_dn_0: 0.2242 (0.2617)  loss_bbox_dn_1: 0.1691 (0.1915)  loss_bbox_dn_2: 0.1488 (0.1714)  loss_bbox_dn_3: 0.1402 (0.1655)  loss_bbox_dn_4: 0.1397 (0.1641)  loss_bbox_dn_5: 0.1397 (0.1641)  loss_giou: 0.4597 (0.4661)  loss_giou_aux_0: 0.4599 (0.4896)  loss_giou_aux_1: 0.4556 (0.4760)  loss_giou_aux_2: 0.4660 (0.4706)  loss_giou_aux_3: 0.4427 (0.4671)  loss_giou_aux_4: 0.4662 (0.4662)  loss_giou_aux_5: 0.5206 (0.5534)  loss_giou_dn_0: 0.5632 (0.5692)  loss_giou_dn_1: 0.4526 (0.4614)  loss_giou_dn_2: 0.4201 (0.4308)  loss_giou_dn_3: 0.4127 (0.4226)  loss_giou_dn_4: 0.4139 (0.4205)  loss_giou_dn_5: 0.4138 (0.4207)  loss_vfl: 0.6499 (0.6638)  loss_vfl_aux_0: 0.7373 (0.7672)  loss_vfl_aux_1: 0.6995 (0.7218)  loss_vfl_aux_2: 0.6806 (0.6910)  loss_vfl_aux_3: 0.6644 (0.6769)  loss_vfl_aux_4: 0.6505 (0.6679)  loss_vfl_aux_5: 0.7324 (0.7519)  loss_vfl_dn_0: 0.4449 (0.4495)  loss_vfl_dn_1: 0.3808 (0.3835)  loss_vfl_dn_2: 0.3623 (0.3675)  loss_vfl_dn_3: 0.3564 (0.3602)  loss_vfl_dn_4: 0.3546 (0.3578)  loss_vfl_dn_5: 0.3537 (0.3570)  time: 0.4673  data: 0.0139  max mem: 5654
Epoch: [51]  [2000/7393]  eta: 0:43:43  lr: 0.000010  loss: 15.9522 (15.5702)  loss_bbox: 0.1552 (0.1505)  loss_bbox_aux_0: 0.1640 (0.1631)  loss_bbox_aux_1: 0.1523 (0.1551)  loss_bbox_aux_2: 0.1522 (0.1529)  loss_bbox_aux_3: 0.1525 (0.1510)  loss_bbox_aux_4: 0.1537 (0.1505)  loss_bbox_aux_5: 0.1911 (0.1994)  loss_bbox_dn_0: 0.2421 (0.2616)  loss_bbox_dn_1: 0.1830 (0.1915)  loss_bbox_dn_2: 0.1656 (0.1714)  loss_bbox_dn_3: 0.1575 (0.1655)  loss_bbox_dn_4: 0.1560 (0.1641)  loss_bbox_dn_5: 0.1560 (0.1641)  loss_giou: 0.4755 (0.4660)  loss_giou_aux_0: 0.4930 (0.4893)  loss_giou_aux_1: 0.4833 (0.4759)  loss_giou_aux_2: 0.4634 (0.4704)  loss_giou_aux_3: 0.4724 (0.4670)  loss_giou_aux_4: 0.4753 (0.4660)  loss_giou_aux_5: 0.5520 (0.5532)  loss_giou_dn_0: 0.5641 (0.5692)  loss_giou_dn_1: 0.4659 (0.4614)  loss_giou_dn_2: 0.4335 (0.4309)  loss_giou_dn_3: 0.4230 (0.4227)  loss_giou_dn_4: 0.4220 (0.4206)  loss_giou_dn_5: 0.4220 (0.4208)  loss_vfl: 0.6643 (0.6639)  loss_vfl_aux_0: 0.7429 (0.7672)  loss_vfl_aux_1: 0.6924 (0.7213)  loss_vfl_aux_2: 0.6766 (0.6910)  loss_vfl_aux_3: 0.6835 (0.6768)  loss_vfl_aux_4: 0.6816 (0.6680)  loss_vfl_aux_5: 0.7467 (0.7520)  loss_vfl_dn_0: 0.4460 (0.4494)  loss_vfl_dn_1: 0.3853 (0.3835)  loss_vfl_dn_2: 0.3758 (0.3675)  loss_vfl_dn_3: 0.3673 (0.3603)  loss_vfl_dn_4: 0.3649 (0.3578)  loss_vfl_dn_5: 0.3660 (0.3570)  time: 0.4666  data: 0.0138  max mem: 5654
Epoch: [51]  [2100/7393]  eta: 0:42:53  lr: 0.000010  loss: 15.2158 (15.5798)  loss_bbox: 0.1406 (0.1505)  loss_bbox_aux_0: 0.1480 (0.1631)  loss_bbox_aux_1: 0.1376 (0.1550)  loss_bbox_aux_2: 0.1385 (0.1528)  loss_bbox_aux_3: 0.1380 (0.1510)  loss_bbox_aux_4: 0.1391 (0.1505)  loss_bbox_aux_5: 0.1787 (0.1995)  loss_bbox_dn_0: 0.2459 (0.2616)  loss_bbox_dn_1: 0.1780 (0.1915)  loss_bbox_dn_2: 0.1533 (0.1714)  loss_bbox_dn_3: 0.1437 (0.1655)  loss_bbox_dn_4: 0.1424 (0.1641)  loss_bbox_dn_5: 0.1424 (0.1641)  loss_giou: 0.4243 (0.4665)  loss_giou_aux_0: 0.4473 (0.4898)  loss_giou_aux_1: 0.4344 (0.4763)  loss_giou_aux_2: 0.4203 (0.4709)  loss_giou_aux_3: 0.4270 (0.4675)  loss_giou_aux_4: 0.4286 (0.4665)  loss_giou_aux_5: 0.5127 (0.5539)  loss_giou_dn_0: 0.5370 (0.5696)  loss_giou_dn_1: 0.4330 (0.4619)  loss_giou_dn_2: 0.4030 (0.4314)  loss_giou_dn_3: 0.3950 (0.4231)  loss_giou_dn_4: 0.3921 (0.4210)  loss_giou_dn_5: 0.3919 (0.4212)  loss_vfl: 0.6747 (0.6644)  loss_vfl_aux_0: 0.7988 (0.7679)  loss_vfl_aux_1: 0.7353 (0.7218)  loss_vfl_aux_2: 0.7171 (0.6917)  loss_vfl_aux_3: 0.7002 (0.6773)  loss_vfl_aux_4: 0.6882 (0.6686)  loss_vfl_aux_5: 0.7635 (0.7521)  loss_vfl_dn_0: 0.4492 (0.4494)  loss_vfl_dn_1: 0.3876 (0.3836)  loss_vfl_dn_2: 0.3728 (0.3676)  loss_vfl_dn_3: 0.3598 (0.3603)  loss_vfl_dn_4: 0.3566 (0.3578)  loss_vfl_dn_5: 0.3561 (0.3571)  time: 0.4876  data: 0.0142  max mem: 5654
Epoch: [51]  [2200/7393]  eta: 0:42:05  lr: 0.000010  loss: 15.4709 (15.5807)  loss_bbox: 0.1432 (0.1504)  loss_bbox_aux_0: 0.1505 (0.1630)  loss_bbox_aux_1: 0.1424 (0.1549)  loss_bbox_aux_2: 0.1431 (0.1528)  loss_bbox_aux_3: 0.1420 (0.1509)  loss_bbox_aux_4: 0.1415 (0.1504)  loss_bbox_aux_5: 0.1736 (0.1993)  loss_bbox_dn_0: 0.2410 (0.2612)  loss_bbox_dn_1: 0.1712 (0.1913)  loss_bbox_dn_2: 0.1475 (0.1712)  loss_bbox_dn_3: 0.1443 (0.1653)  loss_bbox_dn_4: 0.1423 (0.1639)  loss_bbox_dn_5: 0.1422 (0.1639)  loss_giou: 0.4469 (0.4667)  loss_giou_aux_0: 0.4627 (0.4900)  loss_giou_aux_1: 0.4476 (0.4766)  loss_giou_aux_2: 0.4507 (0.4713)  loss_giou_aux_3: 0.4467 (0.4678)  loss_giou_aux_4: 0.4469 (0.4668)  loss_giou_aux_5: 0.5286 (0.5541)  loss_giou_dn_0: 0.5534 (0.5696)  loss_giou_dn_1: 0.4365 (0.4620)  loss_giou_dn_2: 0.4098 (0.4315)  loss_giou_dn_3: 0.4072 (0.4232)  loss_giou_dn_4: 0.4056 (0.4211)  loss_giou_dn_5: 0.4057 (0.4213)  loss_vfl: 0.6533 (0.6647)  loss_vfl_aux_0: 0.7688 (0.7680)  loss_vfl_aux_1: 0.7060 (0.7217)  loss_vfl_aux_2: 0.6662 (0.6916)  loss_vfl_aux_3: 0.6498 (0.6774)  loss_vfl_aux_4: 0.6430 (0.6687)  loss_vfl_aux_5: 0.7263 (0.7523)  loss_vfl_dn_0: 0.4469 (0.4493)  loss_vfl_dn_1: 0.3847 (0.3835)  loss_vfl_dn_2: 0.3716 (0.3676)  loss_vfl_dn_3: 0.3629 (0.3603)  loss_vfl_dn_4: 0.3606 (0.3578)  loss_vfl_dn_5: 0.3613 (0.3571)  time: 0.4862  data: 0.0139  max mem: 5654
Epoch: [51]  [2300/7393]  eta: 0:41:14  lr: 0.000010  loss: 15.4948 (15.5880)  loss_bbox: 0.1408 (0.1504)  loss_bbox_aux_0: 0.1510 (0.1631)  loss_bbox_aux_1: 0.1428 (0.1550)  loss_bbox_aux_2: 0.1443 (0.1529)  loss_bbox_aux_3: 0.1398 (0.1509)  loss_bbox_aux_4: 0.1411 (0.1505)  loss_bbox_aux_5: 0.1883 (0.1994)  loss_bbox_dn_0: 0.2452 (0.2612)  loss_bbox_dn_1: 0.1819 (0.1913)  loss_bbox_dn_2: 0.1660 (0.1712)  loss_bbox_dn_3: 0.1646 (0.1653)  loss_bbox_dn_4: 0.1628 (0.1639)  loss_bbox_dn_5: 0.1629 (0.1639)  loss_giou: 0.4476 (0.4672)  loss_giou_aux_0: 0.4831 (0.4904)  loss_giou_aux_1: 0.4534 (0.4771)  loss_giou_aux_2: 0.4485 (0.4717)  loss_giou_aux_3: 0.4274 (0.4682)  loss_giou_aux_4: 0.4398 (0.4672)  loss_giou_aux_5: 0.5493 (0.5546)  loss_giou_dn_0: 0.5604 (0.5700)  loss_giou_dn_1: 0.4516 (0.4623)  loss_giou_dn_2: 0.4235 (0.4318)  loss_giou_dn_3: 0.4168 (0.4236)  loss_giou_dn_4: 0.4157 (0.4215)  loss_giou_dn_5: 0.4165 (0.4217)  loss_vfl: 0.6774 (0.6651)  loss_vfl_aux_0: 0.7625 (0.7680)  loss_vfl_aux_1: 0.7296 (0.7218)  loss_vfl_aux_2: 0.7081 (0.6917)  loss_vfl_aux_3: 0.6718 (0.6778)  loss_vfl_aux_4: 0.6784 (0.6692)  loss_vfl_aux_5: 0.7410 (0.7523)  loss_vfl_dn_0: 0.4448 (0.4493)  loss_vfl_dn_1: 0.3816 (0.3836)  loss_vfl_dn_2: 0.3661 (0.3677)  loss_vfl_dn_3: 0.3638 (0.3604)  loss_vfl_dn_4: 0.3616 (0.3580)  loss_vfl_dn_5: 0.3621 (0.3572)  time: 0.4750  data: 0.0136  max mem: 5654
Epoch: [51]  [2400/7393]  eta: 0:40:25  lr: 0.000010  loss: 14.8350 (15.5822)  loss_bbox: 0.1405 (0.1504)  loss_bbox_aux_0: 0.1543 (0.1631)  loss_bbox_aux_1: 0.1455 (0.1549)  loss_bbox_aux_2: 0.1470 (0.1528)  loss_bbox_aux_3: 0.1394 (0.1509)  loss_bbox_aux_4: 0.1396 (0.1504)  loss_bbox_aux_5: 0.1958 (0.1994)  loss_bbox_dn_0: 0.2507 (0.2611)  loss_bbox_dn_1: 0.1820 (0.1911)  loss_bbox_dn_2: 0.1686 (0.1710)  loss_bbox_dn_3: 0.1646 (0.1651)  loss_bbox_dn_4: 0.1646 (0.1637)  loss_bbox_dn_5: 0.1647 (0.1637)  loss_giou: 0.4488 (0.4671)  loss_giou_aux_0: 0.4897 (0.4904)  loss_giou_aux_1: 0.4706 (0.4771)  loss_giou_aux_2: 0.4626 (0.4717)  loss_giou_aux_3: 0.4484 (0.4682)  loss_giou_aux_4: 0.4518 (0.4672)  loss_giou_aux_5: 0.5177 (0.5546)  loss_giou_dn_0: 0.5750 (0.5701)  loss_giou_dn_1: 0.4583 (0.4624)  loss_giou_dn_2: 0.4319 (0.4318)  loss_giou_dn_3: 0.4249 (0.4236)  loss_giou_dn_4: 0.4250 (0.4215)  loss_giou_dn_5: 0.4250 (0.4217)  loss_vfl: 0.6295 (0.6646)  loss_vfl_aux_0: 0.7260 (0.7673)  loss_vfl_aux_1: 0.6876 (0.7210)  loss_vfl_aux_2: 0.6638 (0.6911)  loss_vfl_aux_3: 0.6515 (0.6771)  loss_vfl_aux_4: 0.6422 (0.6685)  loss_vfl_aux_5: 0.7082 (0.7519)  loss_vfl_dn_0: 0.4403 (0.4492)  loss_vfl_dn_1: 0.3783 (0.3836)  loss_vfl_dn_2: 0.3596 (0.3677)  loss_vfl_dn_3: 0.3499 (0.3604)  loss_vfl_dn_4: 0.3472 (0.3579)  loss_vfl_dn_5: 0.3460 (0.3572)  time: 0.4750  data: 0.0142  max mem: 5654
Epoch: [51]  [2500/7393]  eta: 0:39:49  lr: 0.000010  loss: 15.5148 (15.5879)  loss_bbox: 0.1413 (0.1506)  loss_bbox_aux_0: 0.1589 (0.1633)  loss_bbox_aux_1: 0.1535 (0.1552)  loss_bbox_aux_2: 0.1449 (0.1531)  loss_bbox_aux_3: 0.1390 (0.1511)  loss_bbox_aux_4: 0.1435 (0.1507)  loss_bbox_aux_5: 0.1943 (0.1995)  loss_bbox_dn_0: 0.2563 (0.2614)  loss_bbox_dn_1: 0.1968 (0.1914)  loss_bbox_dn_2: 0.1842 (0.1713)  loss_bbox_dn_3: 0.1783 (0.1654)  loss_bbox_dn_4: 0.1772 (0.1640)  loss_bbox_dn_5: 0.1772 (0.1640)  loss_giou: 0.4526 (0.4675)  loss_giou_aux_0: 0.4632 (0.4907)  loss_giou_aux_1: 0.4546 (0.4774)  loss_giou_aux_2: 0.4532 (0.4720)  loss_giou_aux_3: 0.4542 (0.4686)  loss_giou_aux_4: 0.4526 (0.4676)  loss_giou_aux_5: 0.5151 (0.5548)  loss_giou_dn_0: 0.5635 (0.5703)  loss_giou_dn_1: 0.4567 (0.4625)  loss_giou_dn_2: 0.4382 (0.4320)  loss_giou_dn_3: 0.4314 (0.4238)  loss_giou_dn_4: 0.4281 (0.4217)  loss_giou_dn_5: 0.4281 (0.4219)  loss_vfl: 0.6491 (0.6644)  loss_vfl_aux_0: 0.7535 (0.7672)  loss_vfl_aux_1: 0.6929 (0.7209)  loss_vfl_aux_2: 0.6697 (0.6910)  loss_vfl_aux_3: 0.6570 (0.6769)  loss_vfl_aux_4: 0.6474 (0.6683)  loss_vfl_aux_5: 0.7426 (0.7516)  loss_vfl_dn_0: 0.4438 (0.4491)  loss_vfl_dn_1: 0.3804 (0.3836)  loss_vfl_dn_2: 0.3683 (0.3677)  loss_vfl_dn_3: 0.3622 (0.3604)  loss_vfl_dn_4: 0.3589 (0.3580)  loss_vfl_dn_5: 0.3589 (0.3572)  time: 0.4753  data: 0.0145  max mem: 5654
Epoch: [51]  [2600/7393]  eta: 0:39:12  lr: 0.000010  loss: 15.6009 (15.5931)  loss_bbox: 0.1397 (0.1505)  loss_bbox_aux_0: 0.1531 (0.1632)  loss_bbox_aux_1: 0.1464 (0.1552)  loss_bbox_aux_2: 0.1549 (0.1530)  loss_bbox_aux_3: 0.1374 (0.1510)  loss_bbox_aux_4: 0.1445 (0.1505)  loss_bbox_aux_5: 0.1918 (0.1993)  loss_bbox_dn_0: 0.2526 (0.2611)  loss_bbox_dn_1: 0.1872 (0.1912)  loss_bbox_dn_2: 0.1663 (0.1711)  loss_bbox_dn_3: 0.1584 (0.1652)  loss_bbox_dn_4: 0.1575 (0.1638)  loss_bbox_dn_5: 0.1574 (0.1638)  loss_giou: 0.4076 (0.4682)  loss_giou_aux_0: 0.4271 (0.4914)  loss_giou_aux_1: 0.4250 (0.4781)  loss_giou_aux_2: 0.4193 (0.4728)  loss_giou_aux_3: 0.4091 (0.4693)  loss_giou_aux_4: 0.4140 (0.4683)  loss_giou_aux_5: 0.4971 (0.5554)  loss_giou_dn_0: 0.5441 (0.5709)  loss_giou_dn_1: 0.4280 (0.4631)  loss_giou_dn_2: 0.3975 (0.4326)  loss_giou_dn_3: 0.3906 (0.4244)  loss_giou_dn_4: 0.3890 (0.4223)  loss_giou_dn_5: 0.3890 (0.4224)  loss_vfl: 0.6847 (0.6643)  loss_vfl_aux_0: 0.7716 (0.7667)  loss_vfl_aux_1: 0.7475 (0.7206)  loss_vfl_aux_2: 0.6961 (0.6907)  loss_vfl_aux_3: 0.6899 (0.6769)  loss_vfl_aux_4: 0.6821 (0.6683)  loss_vfl_aux_5: 0.7634 (0.7511)  loss_vfl_dn_0: 0.4526 (0.4492)  loss_vfl_dn_1: 0.3793 (0.3836)  loss_vfl_dn_2: 0.3602 (0.3677)  loss_vfl_dn_3: 0.3526 (0.3605)  loss_vfl_dn_4: 0.3503 (0.3580)  loss_vfl_dn_5: 0.3484 (0.3573)  time: 0.4788  data: 0.0135  max mem: 5654
Epoch: [51]  [2700/7393]  eta: 0:38:21  lr: 0.000010  loss: 15.7884 (15.5919)  loss_bbox: 0.1523 (0.1506)  loss_bbox_aux_0: 0.1670 (0.1633)  loss_bbox_aux_1: 0.1533 (0.1553)  loss_bbox_aux_2: 0.1581 (0.1531)  loss_bbox_aux_3: 0.1550 (0.1511)  loss_bbox_aux_4: 0.1462 (0.1506)  loss_bbox_aux_5: 0.2236 (0.1996)  loss_bbox_dn_0: 0.2684 (0.2613)  loss_bbox_dn_1: 0.1984 (0.1914)  loss_bbox_dn_2: 0.1747 (0.1712)  loss_bbox_dn_3: 0.1673 (0.1654)  loss_bbox_dn_4: 0.1660 (0.1640)  loss_bbox_dn_5: 0.1659 (0.1640)  loss_giou: 0.3972 (0.4680)  loss_giou_aux_0: 0.4151 (0.4912)  loss_giou_aux_1: 0.4100 (0.4778)  loss_giou_aux_2: 0.3932 (0.4725)  loss_giou_aux_3: 0.3901 (0.4691)  loss_giou_aux_4: 0.3861 (0.4681)  loss_giou_aux_5: 0.5308 (0.5553)  loss_giou_dn_0: 0.5598 (0.5708)  loss_giou_dn_1: 0.4415 (0.4630)  loss_giou_dn_2: 0.4079 (0.4325)  loss_giou_dn_3: 0.3924 (0.4243)  loss_giou_dn_4: 0.3876 (0.4222)  loss_giou_dn_5: 0.3874 (0.4223)  loss_vfl: 0.6481 (0.6642)  loss_vfl_aux_0: 0.7639 (0.7666)  loss_vfl_aux_1: 0.6858 (0.7205)  loss_vfl_aux_2: 0.6726 (0.6907)  loss_vfl_aux_3: 0.6622 (0.6768)  loss_vfl_aux_4: 0.6568 (0.6682)  loss_vfl_aux_5: 0.7482 (0.7509)  loss_vfl_dn_0: 0.4469 (0.4492)  loss_vfl_dn_1: 0.3817 (0.3836)  loss_vfl_dn_2: 0.3679 (0.3678)  loss_vfl_dn_3: 0.3591 (0.3605)  loss_vfl_dn_4: 0.3597 (0.3581)  loss_vfl_dn_5: 0.3577 (0.3573)  time: 0.4760  data: 0.0138  max mem: 5654
Epoch: [51]  [2800/7393]  eta: 0:37:30  lr: 0.000010  loss: 15.5332 (15.5835)  loss_bbox: 0.1483 (0.1506)  loss_bbox_aux_0: 0.1614 (0.1633)  loss_bbox_aux_1: 0.1564 (0.1554)  loss_bbox_aux_2: 0.1552 (0.1531)  loss_bbox_aux_3: 0.1491 (0.1511)  loss_bbox_aux_4: 0.1486 (0.1506)  loss_bbox_aux_5: 0.1917 (0.1996)  loss_bbox_dn_0: 0.2485 (0.2612)  loss_bbox_dn_1: 0.1841 (0.1913)  loss_bbox_dn_2: 0.1712 (0.1712)  loss_bbox_dn_3: 0.1670 (0.1653)  loss_bbox_dn_4: 0.1635 (0.1639)  loss_bbox_dn_5: 0.1636 (0.1639)  loss_giou: 0.5076 (0.4675)  loss_giou_aux_0: 0.5257 (0.4908)  loss_giou_aux_1: 0.5142 (0.4774)  loss_giou_aux_2: 0.4977 (0.4721)  loss_giou_aux_3: 0.5059 (0.4687)  loss_giou_aux_4: 0.5094 (0.4676)  loss_giou_aux_5: 0.5733 (0.5548)  loss_giou_dn_0: 0.5805 (0.5703)  loss_giou_dn_1: 0.4725 (0.4626)  loss_giou_dn_2: 0.4456 (0.4321)  loss_giou_dn_3: 0.4329 (0.4239)  loss_giou_dn_4: 0.4259 (0.4218)  loss_giou_dn_5: 0.4258 (0.4220)  loss_vfl: 0.6370 (0.6639)  loss_vfl_aux_0: 0.7339 (0.7661)  loss_vfl_aux_1: 0.7051 (0.7200)  loss_vfl_aux_2: 0.6875 (0.6904)  loss_vfl_aux_3: 0.6685 (0.6765)  loss_vfl_aux_4: 0.6578 (0.6679)  loss_vfl_aux_5: 0.7235 (0.7507)  loss_vfl_dn_0: 0.4522 (0.4491)  loss_vfl_dn_1: 0.3930 (0.3835)  loss_vfl_dn_2: 0.3710 (0.3677)  loss_vfl_dn_3: 0.3657 (0.3604)  loss_vfl_dn_4: 0.3635 (0.3580)  loss_vfl_dn_5: 0.3626 (0.3572)  time: 0.4790  data: 0.0138  max mem: 5654
Epoch: [51]  [2900/7393]  eta: 0:36:49  lr: 0.000010  loss: 15.8600 (15.5771)  loss_bbox: 0.1584 (0.1507)  loss_bbox_aux_0: 0.1839 (0.1635)  loss_bbox_aux_1: 0.1592 (0.1555)  loss_bbox_aux_2: 0.1546 (0.1533)  loss_bbox_aux_3: 0.1570 (0.1512)  loss_bbox_aux_4: 0.1584 (0.1507)  loss_bbox_aux_5: 0.2184 (0.1998)  loss_bbox_dn_0: 0.2638 (0.2617)  loss_bbox_dn_1: 0.2034 (0.1916)  loss_bbox_dn_2: 0.1843 (0.1715)  loss_bbox_dn_3: 0.1807 (0.1656)  loss_bbox_dn_4: 0.1787 (0.1642)  loss_bbox_dn_5: 0.1789 (0.1642)  loss_giou: 0.4512 (0.4665)  loss_giou_aux_0: 0.4676 (0.4898)  loss_giou_aux_1: 0.4526 (0.4763)  loss_giou_aux_2: 0.4506 (0.4710)  loss_giou_aux_3: 0.4531 (0.4676)  loss_giou_aux_4: 0.4483 (0.4666)  loss_giou_aux_5: 0.5468 (0.5538)  loss_giou_dn_0: 0.5645 (0.5698)  loss_giou_dn_1: 0.4465 (0.4621)  loss_giou_dn_2: 0.4133 (0.4315)  loss_giou_dn_3: 0.4048 (0.4233)  loss_giou_dn_4: 0.4038 (0.4212)  loss_giou_dn_5: 0.4038 (0.4214)  loss_vfl: 0.6620 (0.6641)  loss_vfl_aux_0: 0.7725 (0.7664)  loss_vfl_aux_1: 0.7410 (0.7203)  loss_vfl_aux_2: 0.6918 (0.6907)  loss_vfl_aux_3: 0.6796 (0.6768)  loss_vfl_aux_4: 0.6761 (0.6681)  loss_vfl_aux_5: 0.7432 (0.7509)  loss_vfl_dn_0: 0.4528 (0.4491)  loss_vfl_dn_1: 0.3818 (0.3834)  loss_vfl_dn_2: 0.3665 (0.3676)  loss_vfl_dn_3: 0.3586 (0.3603)  loss_vfl_dn_4: 0.3560 (0.3579)  loss_vfl_dn_5: 0.3547 (0.3571)  time: 0.4795  data: 0.0140  max mem: 5654
Epoch: [51]  [3000/7393]  eta: 0:35:58  lr: 0.000010  loss: 15.4885 (15.5759)  loss_bbox: 0.1515 (0.1506)  loss_bbox_aux_0: 0.1536 (0.1634)  loss_bbox_aux_1: 0.1451 (0.1554)  loss_bbox_aux_2: 0.1476 (0.1532)  loss_bbox_aux_3: 0.1402 (0.1511)  loss_bbox_aux_4: 0.1499 (0.1507)  loss_bbox_aux_5: 0.1807 (0.1998)  loss_bbox_dn_0: 0.2334 (0.2615)  loss_bbox_dn_1: 0.1646 (0.1915)  loss_bbox_dn_2: 0.1461 (0.1714)  loss_bbox_dn_3: 0.1438 (0.1655)  loss_bbox_dn_4: 0.1433 (0.1641)  loss_bbox_dn_5: 0.1433 (0.1641)  loss_giou: 0.4186 (0.4665)  loss_giou_aux_0: 0.4552 (0.4898)  loss_giou_aux_1: 0.4374 (0.4763)  loss_giou_aux_2: 0.4325 (0.4710)  loss_giou_aux_3: 0.4232 (0.4676)  loss_giou_aux_4: 0.4185 (0.4666)  loss_giou_aux_5: 0.5071 (0.5539)  loss_giou_dn_0: 0.5721 (0.5697)  loss_giou_dn_1: 0.4576 (0.4620)  loss_giou_dn_2: 0.4282 (0.4315)  loss_giou_dn_3: 0.4209 (0.4233)  loss_giou_dn_4: 0.4188 (0.4212)  loss_giou_dn_5: 0.4195 (0.4213)  loss_vfl: 0.6737 (0.6642)  loss_vfl_aux_0: 0.7602 (0.7665)  loss_vfl_aux_1: 0.7287 (0.7205)  loss_vfl_aux_2: 0.6990 (0.6909)  loss_vfl_aux_3: 0.6916 (0.6769)  loss_vfl_aux_4: 0.6806 (0.6682)  loss_vfl_aux_5: 0.7459 (0.7508)  loss_vfl_dn_0: 0.4453 (0.4491)  loss_vfl_dn_1: 0.3765 (0.3834)  loss_vfl_dn_2: 0.3648 (0.3675)  loss_vfl_dn_3: 0.3609 (0.3603)  loss_vfl_dn_4: 0.3584 (0.3578)  loss_vfl_dn_5: 0.3565 (0.3570)  time: 0.4900  data: 0.0149  max mem: 5654
Epoch: [51]  [3100/7393]  eta: 0:35:07  lr: 0.000010  loss: 15.2527 (15.5738)  loss_bbox: 0.1361 (0.1506)  loss_bbox_aux_0: 0.1538 (0.1633)  loss_bbox_aux_1: 0.1414 (0.1553)  loss_bbox_aux_2: 0.1386 (0.1532)  loss_bbox_aux_3: 0.1414 (0.1510)  loss_bbox_aux_4: 0.1372 (0.1506)  loss_bbox_aux_5: 0.1820 (0.1997)  loss_bbox_dn_0: 0.2423 (0.2616)  loss_bbox_dn_1: 0.1663 (0.1915)  loss_bbox_dn_2: 0.1580 (0.1714)  loss_bbox_dn_3: 0.1532 (0.1655)  loss_bbox_dn_4: 0.1526 (0.1641)  loss_bbox_dn_5: 0.1527 (0.1641)  loss_giou: 0.4583 (0.4664)  loss_giou_aux_0: 0.4807 (0.4897)  loss_giou_aux_1: 0.4575 (0.4762)  loss_giou_aux_2: 0.4654 (0.4709)  loss_giou_aux_3: 0.4611 (0.4675)  loss_giou_aux_4: 0.4675 (0.4665)  loss_giou_aux_5: 0.5554 (0.5539)  loss_giou_dn_0: 0.5661 (0.5697)  loss_giou_dn_1: 0.4634 (0.4620)  loss_giou_dn_2: 0.4363 (0.4315)  loss_giou_dn_3: 0.4277 (0.4233)  loss_giou_dn_4: 0.4220 (0.4212)  loss_giou_dn_5: 0.4224 (0.4213)  loss_vfl: 0.6678 (0.6641)  loss_vfl_aux_0: 0.7554 (0.7664)  loss_vfl_aux_1: 0.7172 (0.7202)  loss_vfl_aux_2: 0.6791 (0.6907)  loss_vfl_aux_3: 0.6793 (0.6768)  loss_vfl_aux_4: 0.6710 (0.6682)  loss_vfl_aux_5: 0.7657 (0.7507)  loss_vfl_dn_0: 0.4514 (0.4491)  loss_vfl_dn_1: 0.3816 (0.3833)  loss_vfl_dn_2: 0.3666 (0.3675)  loss_vfl_dn_3: 0.3631 (0.3602)  loss_vfl_dn_4: 0.3578 (0.3578)  loss_vfl_dn_5: 0.3569 (0.3570)  time: 0.4873  data: 0.0138  max mem: 5654
Epoch: [51]  [3200/7393]  eta: 0:34:17  lr: 0.000010  loss: 15.5735 (15.5738)  loss_bbox: 0.1577 (0.1507)  loss_bbox_aux_0: 0.1579 (0.1634)  loss_bbox_aux_1: 0.1507 (0.1554)  loss_bbox_aux_2: 0.1587 (0.1533)  loss_bbox_aux_3: 0.1568 (0.1511)  loss_bbox_aux_4: 0.1581 (0.1507)  loss_bbox_aux_5: 0.2004 (0.1998)  loss_bbox_dn_0: 0.2555 (0.2617)  loss_bbox_dn_1: 0.1964 (0.1916)  loss_bbox_dn_2: 0.1727 (0.1715)  loss_bbox_dn_3: 0.1672 (0.1656)  loss_bbox_dn_4: 0.1640 (0.1642)  loss_bbox_dn_5: 0.1640 (0.1642)  loss_giou: 0.4511 (0.4663)  loss_giou_aux_0: 0.4677 (0.4897)  loss_giou_aux_1: 0.4607 (0.4761)  loss_giou_aux_2: 0.4595 (0.4708)  loss_giou_aux_3: 0.4615 (0.4674)  loss_giou_aux_4: 0.4488 (0.4664)  loss_giou_aux_5: 0.5433 (0.5538)  loss_giou_dn_0: 0.5650 (0.5696)  loss_giou_dn_1: 0.4568 (0.4620)  loss_giou_dn_2: 0.4277 (0.4315)  loss_giou_dn_3: 0.4145 (0.4233)  loss_giou_dn_4: 0.4130 (0.4212)  loss_giou_dn_5: 0.4130 (0.4214)  loss_vfl: 0.6684 (0.6642)  loss_vfl_aux_0: 0.7956 (0.7661)  loss_vfl_aux_1: 0.7292 (0.7199)  loss_vfl_aux_2: 0.6981 (0.6905)  loss_vfl_aux_3: 0.6953 (0.6768)  loss_vfl_aux_4: 0.6762 (0.6682)  loss_vfl_aux_5: 0.7524 (0.7506)  loss_vfl_dn_0: 0.4480 (0.4491)  loss_vfl_dn_1: 0.3853 (0.3833)  loss_vfl_dn_2: 0.3715 (0.3674)  loss_vfl_dn_3: 0.3590 (0.3602)  loss_vfl_dn_4: 0.3584 (0.3577)  loss_vfl_dn_5: 0.3584 (0.3570)  time: 0.4901  data: 0.0142  max mem: 5654
Epoch: [51]  [3300/7393]  eta: 0:33:36  lr: 0.000010  loss: 15.8077 (15.5713)  loss_bbox: 0.1670 (0.1506)  loss_bbox_aux_0: 0.1619 (0.1633)  loss_bbox_aux_1: 0.1597 (0.1554)  loss_bbox_aux_2: 0.1544 (0.1532)  loss_bbox_aux_3: 0.1551 (0.1511)  loss_bbox_aux_4: 0.1521 (0.1506)  loss_bbox_aux_5: 0.1961 (0.1997)  loss_bbox_dn_0: 0.2295 (0.2619)  loss_bbox_dn_1: 0.1721 (0.1917)  loss_bbox_dn_2: 0.1526 (0.1715)  loss_bbox_dn_3: 0.1501 (0.1657)  loss_bbox_dn_4: 0.1502 (0.1642)  loss_bbox_dn_5: 0.1500 (0.1642)  loss_giou: 0.4603 (0.4662)  loss_giou_aux_0: 0.4578 (0.4895)  loss_giou_aux_1: 0.4510 (0.4760)  loss_giou_aux_2: 0.4546 (0.4707)  loss_giou_aux_3: 0.4537 (0.4672)  loss_giou_aux_4: 0.4600 (0.4663)  loss_giou_aux_5: 0.5319 (0.5536)  loss_giou_dn_0: 0.5675 (0.5696)  loss_giou_dn_1: 0.4511 (0.4619)  loss_giou_dn_2: 0.4272 (0.4314)  loss_giou_dn_3: 0.4158 (0.4232)  loss_giou_dn_4: 0.4122 (0.4211)  loss_giou_dn_5: 0.4121 (0.4212)  loss_vfl: 0.6504 (0.6642)  loss_vfl_aux_0: 0.7325 (0.7661)  loss_vfl_aux_1: 0.6729 (0.7197)  loss_vfl_aux_2: 0.6587 (0.6904)  loss_vfl_aux_3: 0.6580 (0.6767)  loss_vfl_aux_4: 0.6498 (0.6682)  loss_vfl_aux_5: 0.7349 (0.7508)  loss_vfl_dn_0: 0.4509 (0.4490)  loss_vfl_dn_1: 0.3866 (0.3832)  loss_vfl_dn_2: 0.3689 (0.3674)  loss_vfl_dn_3: 0.3618 (0.3601)  loss_vfl_dn_4: 0.3605 (0.3576)  loss_vfl_dn_5: 0.3588 (0.3569)  time: 0.4813  data: 0.0141  max mem: 5654
Epoch: [51]  [3400/7393]  eta: 0:32:45  lr: 0.000010  loss: 15.6837 (15.5706)  loss_bbox: 0.1482 (0.1505)  loss_bbox_aux_0: 0.1667 (0.1632)  loss_bbox_aux_1: 0.1629 (0.1554)  loss_bbox_aux_2: 0.1591 (0.1532)  loss_bbox_aux_3: 0.1532 (0.1510)  loss_bbox_aux_4: 0.1467 (0.1505)  loss_bbox_aux_5: 0.1992 (0.1996)  loss_bbox_dn_0: 0.2462 (0.2617)  loss_bbox_dn_1: 0.1858 (0.1917)  loss_bbox_dn_2: 0.1709 (0.1715)  loss_bbox_dn_3: 0.1659 (0.1656)  loss_bbox_dn_4: 0.1639 (0.1642)  loss_bbox_dn_5: 0.1639 (0.1642)  loss_giou: 0.4613 (0.4662)  loss_giou_aux_0: 0.4810 (0.4896)  loss_giou_aux_1: 0.4706 (0.4761)  loss_giou_aux_2: 0.4593 (0.4708)  loss_giou_aux_3: 0.4553 (0.4673)  loss_giou_aux_4: 0.4527 (0.4663)  loss_giou_aux_5: 0.5338 (0.5537)  loss_giou_dn_0: 0.5534 (0.5696)  loss_giou_dn_1: 0.4459 (0.4619)  loss_giou_dn_2: 0.4220 (0.4314)  loss_giou_dn_3: 0.4166 (0.4232)  loss_giou_dn_4: 0.4120 (0.4211)  loss_giou_dn_5: 0.4125 (0.4213)  loss_vfl: 0.6681 (0.6641)  loss_vfl_aux_0: 0.7467 (0.7659)  loss_vfl_aux_1: 0.6812 (0.7194)  loss_vfl_aux_2: 0.6821 (0.6902)  loss_vfl_aux_3: 0.6879 (0.6766)  loss_vfl_aux_4: 0.6774 (0.6682)  loss_vfl_aux_5: 0.7255 (0.7507)  loss_vfl_dn_0: 0.4494 (0.4489)  loss_vfl_dn_1: 0.3932 (0.3832)  loss_vfl_dn_2: 0.3718 (0.3674)  loss_vfl_dn_3: 0.3663 (0.3602)  loss_vfl_dn_4: 0.3662 (0.3577)  loss_vfl_dn_5: 0.3654 (0.3569)  time: 0.4812  data: 0.0141  max mem: 5654
Epoch: [51]  [3500/7393]  eta: 0:31:55  lr: 0.000010  loss: 15.5309 (15.5726)  loss_bbox: 0.1389 (0.1505)  loss_bbox_aux_0: 0.1524 (0.1632)  loss_bbox_aux_1: 0.1459 (0.1553)  loss_bbox_aux_2: 0.1345 (0.1532)  loss_bbox_aux_3: 0.1366 (0.1510)  loss_bbox_aux_4: 0.1363 (0.1504)  loss_bbox_aux_5: 0.1812 (0.1995)  loss_bbox_dn_0: 0.2243 (0.2615)  loss_bbox_dn_1: 0.1658 (0.1915)  loss_bbox_dn_2: 0.1470 (0.1713)  loss_bbox_dn_3: 0.1393 (0.1655)  loss_bbox_dn_4: 0.1342 (0.1640)  loss_bbox_dn_5: 0.1342 (0.1640)  loss_giou: 0.4714 (0.4665)  loss_giou_aux_0: 0.4948 (0.4899)  loss_giou_aux_1: 0.4775 (0.4764)  loss_giou_aux_2: 0.4736 (0.4710)  loss_giou_aux_3: 0.4749 (0.4675)  loss_giou_aux_4: 0.4798 (0.4665)  loss_giou_aux_5: 0.5620 (0.5539)  loss_giou_dn_0: 0.5687 (0.5696)  loss_giou_dn_1: 0.4572 (0.4619)  loss_giou_dn_2: 0.4299 (0.4315)  loss_giou_dn_3: 0.4293 (0.4233)  loss_giou_dn_4: 0.4289 (0.4212)  loss_giou_dn_5: 0.4295 (0.4214)  loss_vfl: 0.6723 (0.6644)  loss_vfl_aux_0: 0.7576 (0.7661)  loss_vfl_aux_1: 0.7136 (0.7195)  loss_vfl_aux_2: 0.6739 (0.6903)  loss_vfl_aux_3: 0.6692 (0.6769)  loss_vfl_aux_4: 0.6691 (0.6684)  loss_vfl_aux_5: 0.7362 (0.7510)  loss_vfl_dn_0: 0.4510 (0.4490)  loss_vfl_dn_1: 0.3788 (0.3833)  loss_vfl_dn_2: 0.3635 (0.3674)  loss_vfl_dn_3: 0.3590 (0.3602)  loss_vfl_dn_4: 0.3589 (0.3577)  loss_vfl_dn_5: 0.3569 (0.3570)  time: 0.4761  data: 0.0139  max mem: 5654
Epoch: [51]  [3600/7393]  eta: 0:31:04  lr: 0.000010  loss: 16.1673 (15.5724)  loss_bbox: 0.1394 (0.1505)  loss_bbox_aux_0: 0.1577 (0.1632)  loss_bbox_aux_1: 0.1435 (0.1553)  loss_bbox_aux_2: 0.1429 (0.1531)  loss_bbox_aux_3: 0.1391 (0.1509)  loss_bbox_aux_4: 0.1408 (0.1505)  loss_bbox_aux_5: 0.1899 (0.1995)  loss_bbox_dn_0: 0.2399 (0.2616)  loss_bbox_dn_1: 0.1697 (0.1916)  loss_bbox_dn_2: 0.1551 (0.1715)  loss_bbox_dn_3: 0.1465 (0.1656)  loss_bbox_dn_4: 0.1468 (0.1641)  loss_bbox_dn_5: 0.1469 (0.1641)  loss_giou: 0.4283 (0.4662)  loss_giou_aux_0: 0.4487 (0.4896)  loss_giou_aux_1: 0.4351 (0.4761)  loss_giou_aux_2: 0.4303 (0.4708)  loss_giou_aux_3: 0.4269 (0.4673)  loss_giou_aux_4: 0.4257 (0.4663)  loss_giou_aux_5: 0.5164 (0.5536)  loss_giou_dn_0: 0.5707 (0.5695)  loss_giou_dn_1: 0.4625 (0.4619)  loss_giou_dn_2: 0.4315 (0.4314)  loss_giou_dn_3: 0.4193 (0.4232)  loss_giou_dn_4: 0.4165 (0.4211)  loss_giou_dn_5: 0.4165 (0.4213)  loss_vfl: 0.6782 (0.6645)  loss_vfl_aux_0: 0.7752 (0.7663)  loss_vfl_aux_1: 0.7468 (0.7197)  loss_vfl_aux_2: 0.7083 (0.6905)  loss_vfl_aux_3: 0.6998 (0.6771)  loss_vfl_aux_4: 0.6867 (0.6685)  loss_vfl_aux_5: 0.7758 (0.7512)  loss_vfl_dn_0: 0.4588 (0.4490)  loss_vfl_dn_1: 0.3913 (0.3833)  loss_vfl_dn_2: 0.3777 (0.3674)  loss_vfl_dn_3: 0.3692 (0.3602)  loss_vfl_dn_4: 0.3662 (0.3577)  loss_vfl_dn_5: 0.3653 (0.3570)  time: 0.4742  data: 0.0140  max mem: 5654
Epoch: [51]  [3700/7393]  eta: 0:30:14  lr: 0.000010  loss: 15.6374 (15.5743)  loss_bbox: 0.1593 (0.1506)  loss_bbox_aux_0: 0.1682 (0.1633)  loss_bbox_aux_1: 0.1685 (0.1554)  loss_bbox_aux_2: 0.1632 (0.1533)  loss_bbox_aux_3: 0.1562 (0.1510)  loss_bbox_aux_4: 0.1589 (0.1506)  loss_bbox_aux_5: 0.2152 (0.1994)  loss_bbox_dn_0: 0.2716 (0.2617)  loss_bbox_dn_1: 0.2023 (0.1917)  loss_bbox_dn_2: 0.1812 (0.1715)  loss_bbox_dn_3: 0.1762 (0.1656)  loss_bbox_dn_4: 0.1719 (0.1642)  loss_bbox_dn_5: 0.1719 (0.1642)  loss_giou: 0.4390 (0.4662)  loss_giou_aux_0: 0.4482 (0.4895)  loss_giou_aux_1: 0.4355 (0.4760)  loss_giou_aux_2: 0.4353 (0.4707)  loss_giou_aux_3: 0.4339 (0.4672)  loss_giou_aux_4: 0.4368 (0.4662)  loss_giou_aux_5: 0.5003 (0.5534)  loss_giou_dn_0: 0.5461 (0.5695)  loss_giou_dn_1: 0.4393 (0.4618)  loss_giou_dn_2: 0.4038 (0.4313)  loss_giou_dn_3: 0.3967 (0.4231)  loss_giou_dn_4: 0.3955 (0.4210)  loss_giou_dn_5: 0.3956 (0.4212)  loss_vfl: 0.6516 (0.6647)  loss_vfl_aux_0: 0.7661 (0.7667)  loss_vfl_aux_1: 0.7351 (0.7200)  loss_vfl_aux_2: 0.6788 (0.6907)  loss_vfl_aux_3: 0.6585 (0.6772)  loss_vfl_aux_4: 0.6518 (0.6686)  loss_vfl_aux_5: 0.7617 (0.7517)  loss_vfl_dn_0: 0.4474 (0.4491)  loss_vfl_dn_1: 0.3820 (0.3833)  loss_vfl_dn_2: 0.3661 (0.3675)  loss_vfl_dn_3: 0.3611 (0.3602)  loss_vfl_dn_4: 0.3586 (0.3577)  loss_vfl_dn_5: 0.3580 (0.3570)  time: 0.4653  data: 0.0139  max mem: 5654
Epoch: [51]  [3800/7393]  eta: 0:29:24  lr: 0.000010  loss: 16.1751 (15.5758)  loss_bbox: 0.1435 (0.1507)  loss_bbox_aux_0: 0.1608 (0.1634)  loss_bbox_aux_1: 0.1450 (0.1554)  loss_bbox_aux_2: 0.1407 (0.1533)  loss_bbox_aux_3: 0.1389 (0.1511)  loss_bbox_aux_4: 0.1422 (0.1506)  loss_bbox_aux_5: 0.1839 (0.1995)  loss_bbox_dn_0: 0.2272 (0.2619)  loss_bbox_dn_1: 0.1745 (0.1918)  loss_bbox_dn_2: 0.1596 (0.1716)  loss_bbox_dn_3: 0.1558 (0.1658)  loss_bbox_dn_4: 0.1530 (0.1643)  loss_bbox_dn_5: 0.1531 (0.1643)  loss_giou: 0.4971 (0.4663)  loss_giou_aux_0: 0.5177 (0.4897)  loss_giou_aux_1: 0.5186 (0.4762)  loss_giou_aux_2: 0.5155 (0.4709)  loss_giou_aux_3: 0.5080 (0.4673)  loss_giou_aux_4: 0.4979 (0.4663)  loss_giou_aux_5: 0.5743 (0.5536)  loss_giou_dn_0: 0.5903 (0.5696)  loss_giou_dn_1: 0.4829 (0.4619)  loss_giou_dn_2: 0.4658 (0.4314)  loss_giou_dn_3: 0.4586 (0.4232)  loss_giou_dn_4: 0.4537 (0.4211)  loss_giou_dn_5: 0.4543 (0.4213)  loss_vfl: 0.6514 (0.6646)  loss_vfl_aux_0: 0.7195 (0.7665)  loss_vfl_aux_1: 0.6892 (0.7199)  loss_vfl_aux_2: 0.6545 (0.6905)  loss_vfl_aux_3: 0.6507 (0.6772)  loss_vfl_aux_4: 0.6578 (0.6686)  loss_vfl_aux_5: 0.7221 (0.7517)  loss_vfl_dn_0: 0.4432 (0.4490)  loss_vfl_dn_1: 0.3813 (0.3833)  loss_vfl_dn_2: 0.3718 (0.3674)  loss_vfl_dn_3: 0.3613 (0.3602)  loss_vfl_dn_4: 0.3589 (0.3577)  loss_vfl_dn_5: 0.3584 (0.3570)  time: 0.4938  data: 0.0139  max mem: 5654
Epoch: [51]  [3900/7393]  eta: 0:28:34  lr: 0.000010  loss: 15.7494 (15.5830)  loss_bbox: 0.1351 (0.1507)  loss_bbox_aux_0: 0.1594 (0.1633)  loss_bbox_aux_1: 0.1453 (0.1555)  loss_bbox_aux_2: 0.1368 (0.1533)  loss_bbox_aux_3: 0.1437 (0.1511)  loss_bbox_aux_4: 0.1365 (0.1506)  loss_bbox_aux_5: 0.1917 (0.1995)  loss_bbox_dn_0: 0.2417 (0.2618)  loss_bbox_dn_1: 0.1823 (0.1918)  loss_bbox_dn_2: 0.1612 (0.1717)  loss_bbox_dn_3: 0.1580 (0.1658)  loss_bbox_dn_4: 0.1574 (0.1644)  loss_bbox_dn_5: 0.1574 (0.1644)  loss_giou: 0.4611 (0.4667)  loss_giou_aux_0: 0.4959 (0.4901)  loss_giou_aux_1: 0.4790 (0.4767)  loss_giou_aux_2: 0.4662 (0.4714)  loss_giou_aux_3: 0.4590 (0.4678)  loss_giou_aux_4: 0.4612 (0.4668)  loss_giou_aux_5: 0.5506 (0.5540)  loss_giou_dn_0: 0.5715 (0.5699)  loss_giou_dn_1: 0.4633 (0.4623)  loss_giou_dn_2: 0.4335 (0.4318)  loss_giou_dn_3: 0.4244 (0.4236)  loss_giou_dn_4: 0.4212 (0.4215)  loss_giou_dn_5: 0.4221 (0.4217)  loss_vfl: 0.6814 (0.6647)  loss_vfl_aux_0: 0.7824 (0.7666)  loss_vfl_aux_1: 0.7526 (0.7199)  loss_vfl_aux_2: 0.7102 (0.6907)  loss_vfl_aux_3: 0.7054 (0.6772)  loss_vfl_aux_4: 0.6936 (0.6688)  loss_vfl_aux_5: 0.7396 (0.7517)  loss_vfl_dn_0: 0.4515 (0.4491)  loss_vfl_dn_1: 0.3865 (0.3834)  loss_vfl_dn_2: 0.3727 (0.3675)  loss_vfl_dn_3: 0.3666 (0.3603)  loss_vfl_dn_4: 0.3633 (0.3578)  loss_vfl_dn_5: 0.3616 (0.3571)  time: 0.4756  data: 0.0138  max mem: 5654
Epoch: [51]  [4000/7393]  eta: 0:27:44  lr: 0.000010  loss: 15.4172 (15.5863)  loss_bbox: 0.1342 (0.1506)  loss_bbox_aux_0: 0.1496 (0.1633)  loss_bbox_aux_1: 0.1413 (0.1555)  loss_bbox_aux_2: 0.1376 (0.1533)  loss_bbox_aux_3: 0.1351 (0.1511)  loss_bbox_aux_4: 0.1347 (0.1506)  loss_bbox_aux_5: 0.1845 (0.1994)  loss_bbox_dn_0: 0.2548 (0.2616)  loss_bbox_dn_1: 0.1773 (0.1916)  loss_bbox_dn_2: 0.1558 (0.1715)  loss_bbox_dn_3: 0.1507 (0.1656)  loss_bbox_dn_4: 0.1505 (0.1642)  loss_bbox_dn_5: 0.1505 (0.1642)  loss_giou: 0.4113 (0.4670)  loss_giou_aux_0: 0.4346 (0.4904)  loss_giou_aux_1: 0.4097 (0.4770)  loss_giou_aux_2: 0.4200 (0.4717)  loss_giou_aux_3: 0.4124 (0.4682)  loss_giou_aux_4: 0.4106 (0.4671)  loss_giou_aux_5: 0.4977 (0.5543)  loss_giou_dn_0: 0.5452 (0.5701)  loss_giou_dn_1: 0.4382 (0.4625)  loss_giou_dn_2: 0.4145 (0.4320)  loss_giou_dn_3: 0.4065 (0.4238)  loss_giou_dn_4: 0.4043 (0.4217)  loss_giou_dn_5: 0.4045 (0.4219)  loss_vfl: 0.6740 (0.6649)  loss_vfl_aux_0: 0.7666 (0.7668)  loss_vfl_aux_1: 0.7180 (0.7200)  loss_vfl_aux_2: 0.7157 (0.6909)  loss_vfl_aux_3: 0.6958 (0.6774)  loss_vfl_aux_4: 0.6819 (0.6690)  loss_vfl_aux_5: 0.7728 (0.7518)  loss_vfl_dn_0: 0.4481 (0.4491)  loss_vfl_dn_1: 0.3915 (0.3834)  loss_vfl_dn_2: 0.3685 (0.3676)  loss_vfl_dn_3: 0.3630 (0.3603)  loss_vfl_dn_4: 0.3607 (0.3579)  loss_vfl_dn_5: 0.3577 (0.3571)  time: 0.4811  data: 0.0140  max mem: 5654
Epoch: [51]  [4100/7393]  eta: 0:26:54  lr: 0.000010  loss: 15.6656 (15.5884)  loss_bbox: 0.1475 (0.1507)  loss_bbox_aux_0: 0.1574 (0.1633)  loss_bbox_aux_1: 0.1533 (0.1555)  loss_bbox_aux_2: 0.1466 (0.1533)  loss_bbox_aux_3: 0.1496 (0.1512)  loss_bbox_aux_4: 0.1475 (0.1506)  loss_bbox_aux_5: 0.1906 (0.1994)  loss_bbox_dn_0: 0.2393 (0.2617)  loss_bbox_dn_1: 0.1778 (0.1917)  loss_bbox_dn_2: 0.1623 (0.1716)  loss_bbox_dn_3: 0.1565 (0.1657)  loss_bbox_dn_4: 0.1539 (0.1643)  loss_bbox_dn_5: 0.1535 (0.1643)  loss_giou: 0.4806 (0.4670)  loss_giou_aux_0: 0.5086 (0.4904)  loss_giou_aux_1: 0.5017 (0.4771)  loss_giou_aux_2: 0.4950 (0.4717)  loss_giou_aux_3: 0.4843 (0.4681)  loss_giou_aux_4: 0.4846 (0.4671)  loss_giou_aux_5: 0.5620 (0.5543)  loss_giou_dn_0: 0.5935 (0.5701)  loss_giou_dn_1: 0.4913 (0.4626)  loss_giou_dn_2: 0.4690 (0.4321)  loss_giou_dn_3: 0.4598 (0.4239)  loss_giou_dn_4: 0.4574 (0.4218)  loss_giou_dn_5: 0.4578 (0.4219)  loss_vfl: 0.6737 (0.6650)  loss_vfl_aux_0: 0.7388 (0.7669)  loss_vfl_aux_1: 0.7084 (0.7202)  loss_vfl_aux_2: 0.7019 (0.6910)  loss_vfl_aux_3: 0.6756 (0.6775)  loss_vfl_aux_4: 0.6746 (0.6691)  loss_vfl_aux_5: 0.7258 (0.7517)  loss_vfl_dn_0: 0.4499 (0.4491)  loss_vfl_dn_1: 0.3902 (0.3834)  loss_vfl_dn_2: 0.3756 (0.3676)  loss_vfl_dn_3: 0.3699 (0.3603)  loss_vfl_dn_4: 0.3681 (0.3579)  loss_vfl_dn_5: 0.3682 (0.3571)  time: 0.4725  data: 0.0142  max mem: 5654
Epoch: [51]  [4200/7393]  eta: 0:26:04  lr: 0.000010  loss: 15.4339 (15.5883)  loss_bbox: 0.1255 (0.1506)  loss_bbox_aux_0: 0.1438 (0.1632)  loss_bbox_aux_1: 0.1381 (0.1554)  loss_bbox_aux_2: 0.1313 (0.1532)  loss_bbox_aux_3: 0.1270 (0.1510)  loss_bbox_aux_4: 0.1262 (0.1505)  loss_bbox_aux_5: 0.1774 (0.1993)  loss_bbox_dn_0: 0.2517 (0.2614)  loss_bbox_dn_1: 0.1731 (0.1915)  loss_bbox_dn_2: 0.1549 (0.1714)  loss_bbox_dn_3: 0.1471 (0.1655)  loss_bbox_dn_4: 0.1470 (0.1641)  loss_bbox_dn_5: 0.1470 (0.1641)  loss_giou: 0.4533 (0.4673)  loss_giou_aux_0: 0.4899 (0.4907)  loss_giou_aux_1: 0.4871 (0.4774)  loss_giou_aux_2: 0.4735 (0.4720)  loss_giou_aux_3: 0.4639 (0.4684)  loss_giou_aux_4: 0.4564 (0.4673)  loss_giou_aux_5: 0.5765 (0.5546)  loss_giou_dn_0: 0.5632 (0.5704)  loss_giou_dn_1: 0.4637 (0.4628)  loss_giou_dn_2: 0.4298 (0.4323)  loss_giou_dn_3: 0.4244 (0.4241)  loss_giou_dn_4: 0.4259 (0.4220)  loss_giou_dn_5: 0.4270 (0.4222)  loss_vfl: 0.6632 (0.6650)  loss_vfl_aux_0: 0.7358 (0.7667)  loss_vfl_aux_1: 0.6887 (0.7198)  loss_vfl_aux_2: 0.6708 (0.6908)  loss_vfl_aux_3: 0.6639 (0.6776)  loss_vfl_aux_4: 0.6581 (0.6691)  loss_vfl_aux_5: 0.7330 (0.7515)  loss_vfl_dn_0: 0.4464 (0.4490)  loss_vfl_dn_1: 0.3823 (0.3834)  loss_vfl_dn_2: 0.3607 (0.3675)  loss_vfl_dn_3: 0.3584 (0.3603)  loss_vfl_dn_4: 0.3570 (0.3578)  loss_vfl_dn_5: 0.3564 (0.3571)  time: 0.4736  data: 0.0143  max mem: 5654
Epoch: [51]  [4300/7393]  eta: 0:25:14  lr: 0.000010  loss: 15.3440 (15.5856)  loss_bbox: 0.1518 (0.1506)  loss_bbox_aux_0: 0.1580 (0.1633)  loss_bbox_aux_1: 0.1490 (0.1556)  loss_bbox_aux_2: 0.1442 (0.1533)  loss_bbox_aux_3: 0.1444 (0.1511)  loss_bbox_aux_4: 0.1518 (0.1506)  loss_bbox_aux_5: 0.1905 (0.1994)  loss_bbox_dn_0: 0.2172 (0.2615)  loss_bbox_dn_1: 0.1582 (0.1916)  loss_bbox_dn_2: 0.1448 (0.1715)  loss_bbox_dn_3: 0.1425 (0.1656)  loss_bbox_dn_4: 0.1422 (0.1642)  loss_bbox_dn_5: 0.1423 (0.1642)  loss_giou: 0.4450 (0.4670)  loss_giou_aux_0: 0.4653 (0.4906)  loss_giou_aux_1: 0.4575 (0.4772)  loss_giou_aux_2: 0.4417 (0.4717)  loss_giou_aux_3: 0.4478 (0.4681)  loss_giou_aux_4: 0.4410 (0.4671)  loss_giou_aux_5: 0.5325 (0.5544)  loss_giou_dn_0: 0.5680 (0.5702)  loss_giou_dn_1: 0.4521 (0.4626)  loss_giou_dn_2: 0.4165 (0.4321)  loss_giou_dn_3: 0.4079 (0.4239)  loss_giou_dn_4: 0.4053 (0.4218)  loss_giou_dn_5: 0.4056 (0.4220)  loss_vfl: 0.6506 (0.6650)  loss_vfl_aux_0: 0.7063 (0.7663)  loss_vfl_aux_1: 0.6736 (0.7196)  loss_vfl_aux_2: 0.6665 (0.6907)  loss_vfl_aux_3: 0.6562 (0.6774)  loss_vfl_aux_4: 0.6513 (0.6690)  loss_vfl_aux_5: 0.7337 (0.7513)  loss_vfl_dn_0: 0.4492 (0.4490)  loss_vfl_dn_1: 0.3819 (0.3833)  loss_vfl_dn_2: 0.3670 (0.3675)  loss_vfl_dn_3: 0.3601 (0.3603)  loss_vfl_dn_4: 0.3573 (0.3578)  loss_vfl_dn_5: 0.3586 (0.3570)  time: 0.4807  data: 0.0140  max mem: 5654
Epoch: [51]  [4400/7393]  eta: 0:24:24  lr: 0.000010  loss: 15.7797 (15.5888)  loss_bbox: 0.1448 (0.1507)  loss_bbox_aux_0: 0.1496 (0.1634)  loss_bbox_aux_1: 0.1465 (0.1556)  loss_bbox_aux_2: 0.1458 (0.1533)  loss_bbox_aux_3: 0.1425 (0.1511)  loss_bbox_aux_4: 0.1427 (0.1506)  loss_bbox_aux_5: 0.1856 (0.1995)  loss_bbox_dn_0: 0.2288 (0.2617)  loss_bbox_dn_1: 0.1734 (0.1918)  loss_bbox_dn_2: 0.1538 (0.1717)  loss_bbox_dn_3: 0.1516 (0.1658)  loss_bbox_dn_4: 0.1501 (0.1644)  loss_bbox_dn_5: 0.1501 (0.1644)  loss_giou: 0.4633 (0.4671)  loss_giou_aux_0: 0.4858 (0.4906)  loss_giou_aux_1: 0.4727 (0.4773)  loss_giou_aux_2: 0.4674 (0.4718)  loss_giou_aux_3: 0.4680 (0.4682)  loss_giou_aux_4: 0.4634 (0.4672)  loss_giou_aux_5: 0.5650 (0.5545)  loss_giou_dn_0: 0.5798 (0.5703)  loss_giou_dn_1: 0.4704 (0.4628)  loss_giou_dn_2: 0.4442 (0.4323)  loss_giou_dn_3: 0.4375 (0.4241)  loss_giou_dn_4: 0.4349 (0.4220)  loss_giou_dn_5: 0.4349 (0.4222)  loss_vfl: 0.6542 (0.6651)  loss_vfl_aux_0: 0.7892 (0.7663)  loss_vfl_aux_1: 0.6940 (0.7195)  loss_vfl_aux_2: 0.6704 (0.6909)  loss_vfl_aux_3: 0.6685 (0.6775)  loss_vfl_aux_4: 0.6570 (0.6691)  loss_vfl_aux_5: 0.7566 (0.7511)  loss_vfl_dn_0: 0.4465 (0.4490)  loss_vfl_dn_1: 0.3896 (0.3833)  loss_vfl_dn_2: 0.3753 (0.3675)  loss_vfl_dn_3: 0.3685 (0.3603)  loss_vfl_dn_4: 0.3657 (0.3578)  loss_vfl_dn_5: 0.3643 (0.3571)  time: 0.4853  data: 0.0137  max mem: 5654
Epoch: [51]  [4500/7393]  eta: 0:23:34  lr: 0.000010  loss: 15.3537 (15.5873)  loss_bbox: 0.1594 (0.1507)  loss_bbox_aux_0: 0.1649 (0.1634)  loss_bbox_aux_1: 0.1576 (0.1557)  loss_bbox_aux_2: 0.1522 (0.1533)  loss_bbox_aux_3: 0.1542 (0.1512)  loss_bbox_aux_4: 0.1545 (0.1506)  loss_bbox_aux_5: 0.1951 (0.1995)  loss_bbox_dn_0: 0.2503 (0.2618)  loss_bbox_dn_1: 0.1810 (0.1918)  loss_bbox_dn_2: 0.1609 (0.1717)  loss_bbox_dn_3: 0.1517 (0.1658)  loss_bbox_dn_4: 0.1505 (0.1644)  loss_bbox_dn_5: 0.1505 (0.1644)  loss_giou: 0.4259 (0.4669)  loss_giou_aux_0: 0.4253 (0.4903)  loss_giou_aux_1: 0.4157 (0.4771)  loss_giou_aux_2: 0.4043 (0.4715)  loss_giou_aux_3: 0.4128 (0.4680)  loss_giou_aux_4: 0.4190 (0.4670)  loss_giou_aux_5: 0.5245 (0.5542)  loss_giou_dn_0: 0.5551 (0.5702)  loss_giou_dn_1: 0.4484 (0.4626)  loss_giou_dn_2: 0.4149 (0.4322)  loss_giou_dn_3: 0.4044 (0.4239)  loss_giou_dn_4: 0.4017 (0.4219)  loss_giou_dn_5: 0.4022 (0.4220)  loss_vfl: 0.7094 (0.6651)  loss_vfl_aux_0: 0.7729 (0.7666)  loss_vfl_aux_1: 0.7262 (0.7196)  loss_vfl_aux_2: 0.7436 (0.6912)  loss_vfl_aux_3: 0.7146 (0.6775)  loss_vfl_aux_4: 0.7071 (0.6692)  loss_vfl_aux_5: 0.7389 (0.7514)  loss_vfl_dn_0: 0.4511 (0.4490)  loss_vfl_dn_1: 0.3826 (0.3833)  loss_vfl_dn_2: 0.3686 (0.3674)  loss_vfl_dn_3: 0.3604 (0.3602)  loss_vfl_dn_4: 0.3599 (0.3577)  loss_vfl_dn_5: 0.3569 (0.3570)  time: 0.4700  data: 0.0145  max mem: 5654
Epoch: [51]  [4600/7393]  eta: 0:22:45  lr: 0.000010  loss: 14.8231 (15.5872)  loss_bbox: 0.1442 (0.1507)  loss_bbox_aux_0: 0.1518 (0.1633)  loss_bbox_aux_1: 0.1439 (0.1556)  loss_bbox_aux_2: 0.1422 (0.1532)  loss_bbox_aux_3: 0.1434 (0.1511)  loss_bbox_aux_4: 0.1433 (0.1506)  loss_bbox_aux_5: 0.1789 (0.1994)  loss_bbox_dn_0: 0.2548 (0.2616)  loss_bbox_dn_1: 0.1704 (0.1917)  loss_bbox_dn_2: 0.1504 (0.1715)  loss_bbox_dn_3: 0.1439 (0.1656)  loss_bbox_dn_4: 0.1422 (0.1642)  loss_bbox_dn_5: 0.1421 (0.1642)  loss_giou: 0.4022 (0.4671)  loss_giou_aux_0: 0.4019 (0.4905)  loss_giou_aux_1: 0.4054 (0.4773)  loss_giou_aux_2: 0.4116 (0.4716)  loss_giou_aux_3: 0.4033 (0.4682)  loss_giou_aux_4: 0.3923 (0.4671)  loss_giou_aux_5: 0.4855 (0.5544)  loss_giou_dn_0: 0.5326 (0.5703)  loss_giou_dn_1: 0.4257 (0.4627)  loss_giou_dn_2: 0.3896 (0.4322)  loss_giou_dn_3: 0.3790 (0.4240)  loss_giou_dn_4: 0.3744 (0.4219)  loss_giou_dn_5: 0.3748 (0.4221)  loss_vfl: 0.6515 (0.6652)  loss_vfl_aux_0: 0.7866 (0.7665)  loss_vfl_aux_1: 0.7210 (0.7197)  loss_vfl_aux_2: 0.6839 (0.6913)  loss_vfl_aux_3: 0.6568 (0.6775)  loss_vfl_aux_4: 0.6601 (0.6692)  loss_vfl_aux_5: 0.7498 (0.7514)  loss_vfl_dn_0: 0.4437 (0.4489)  loss_vfl_dn_1: 0.3752 (0.3832)  loss_vfl_dn_2: 0.3590 (0.3674)  loss_vfl_dn_3: 0.3522 (0.3602)  loss_vfl_dn_4: 0.3523 (0.3577)  loss_vfl_dn_5: 0.3495 (0.3570)  time: 0.4835  data: 0.0144  max mem: 5654
Epoch: [51]  [4700/7393]  eta: 0:21:55  lr: 0.000010  loss: 15.2159 (15.5888)  loss_bbox: 0.1332 (0.1507)  loss_bbox_aux_0: 0.1493 (0.1633)  loss_bbox_aux_1: 0.1424 (0.1556)  loss_bbox_aux_2: 0.1389 (0.1532)  loss_bbox_aux_3: 0.1346 (0.1512)  loss_bbox_aux_4: 0.1333 (0.1506)  loss_bbox_aux_5: 0.1728 (0.1994)  loss_bbox_dn_0: 0.2285 (0.2616)  loss_bbox_dn_1: 0.1625 (0.1917)  loss_bbox_dn_2: 0.1499 (0.1716)  loss_bbox_dn_3: 0.1454 (0.1656)  loss_bbox_dn_4: 0.1436 (0.1643)  loss_bbox_dn_5: 0.1436 (0.1643)  loss_giou: 0.4667 (0.4672)  loss_giou_aux_0: 0.4748 (0.4906)  loss_giou_aux_1: 0.4687 (0.4773)  loss_giou_aux_2: 0.4772 (0.4717)  loss_giou_aux_3: 0.4692 (0.4682)  loss_giou_aux_4: 0.4660 (0.4672)  loss_giou_aux_5: 0.5123 (0.5544)  loss_giou_dn_0: 0.5729 (0.5704)  loss_giou_dn_1: 0.4689 (0.4628)  loss_giou_dn_2: 0.4526 (0.4323)  loss_giou_dn_3: 0.4455 (0.4241)  loss_giou_dn_4: 0.4452 (0.4220)  loss_giou_dn_5: 0.4453 (0.4222)  loss_vfl: 0.6394 (0.6651)  loss_vfl_aux_0: 0.7452 (0.7666)  loss_vfl_aux_1: 0.6986 (0.7198)  loss_vfl_aux_2: 0.6554 (0.6913)  loss_vfl_aux_3: 0.6453 (0.6776)  loss_vfl_aux_4: 0.6458 (0.6692)  loss_vfl_aux_5: 0.7428 (0.7515)  loss_vfl_dn_0: 0.4454 (0.4489)  loss_vfl_dn_1: 0.3861 (0.3833)  loss_vfl_dn_2: 0.3748 (0.3674)  loss_vfl_dn_3: 0.3656 (0.3602)  loss_vfl_dn_4: 0.3637 (0.3577)  loss_vfl_dn_5: 0.3635 (0.3570)  time: 0.4739  data: 0.0135  max mem: 5654
Epoch: [51]  [4800/7393]  eta: 0:21:06  lr: 0.000010  loss: 15.3510 (15.5893)  loss_bbox: 0.1269 (0.1507)  loss_bbox_aux_0: 0.1540 (0.1633)  loss_bbox_aux_1: 0.1301 (0.1555)  loss_bbox_aux_2: 0.1266 (0.1531)  loss_bbox_aux_3: 0.1270 (0.1511)  loss_bbox_aux_4: 0.1278 (0.1506)  loss_bbox_aux_5: 0.1739 (0.1993)  loss_bbox_dn_0: 0.2369 (0.2615)  loss_bbox_dn_1: 0.1705 (0.1916)  loss_bbox_dn_2: 0.1455 (0.1715)  loss_bbox_dn_3: 0.1440 (0.1656)  loss_bbox_dn_4: 0.1438 (0.1642)  loss_bbox_dn_5: 0.1439 (0.1642)  loss_giou: 0.4671 (0.4671)  loss_giou_aux_0: 0.4859 (0.4905)  loss_giou_aux_1: 0.4726 (0.4772)  loss_giou_aux_2: 0.4723 (0.4716)  loss_giou_aux_3: 0.4682 (0.4682)  loss_giou_aux_4: 0.4674 (0.4672)  loss_giou_aux_5: 0.5226 (0.5543)  loss_giou_dn_0: 0.5731 (0.5704)  loss_giou_dn_1: 0.4594 (0.4628)  loss_giou_dn_2: 0.4377 (0.4323)  loss_giou_dn_3: 0.4238 (0.4241)  loss_giou_dn_4: 0.4225 (0.4220)  loss_giou_dn_5: 0.4225 (0.4222)  loss_vfl: 0.6521 (0.6653)  loss_vfl_aux_0: 0.7375 (0.7669)  loss_vfl_aux_1: 0.7067 (0.7201)  loss_vfl_aux_2: 0.6979 (0.6916)  loss_vfl_aux_3: 0.6667 (0.6777)  loss_vfl_aux_4: 0.6544 (0.6694)  loss_vfl_aux_5: 0.7327 (0.7517)  loss_vfl_dn_0: 0.4457 (0.4489)  loss_vfl_dn_1: 0.3789 (0.3833)  loss_vfl_dn_2: 0.3675 (0.3675)  loss_vfl_dn_3: 0.3580 (0.3602)  loss_vfl_dn_4: 0.3553 (0.3577)  loss_vfl_dn_5: 0.3557 (0.3570)  time: 0.4825  data: 0.0141  max mem: 5654
Epoch: [51]  [4900/7393]  eta: 0:20:17  lr: 0.000010  loss: 15.4337 (15.5911)  loss_bbox: 0.1452 (0.1507)  loss_bbox_aux_0: 0.1478 (0.1633)  loss_bbox_aux_1: 0.1515 (0.1556)  loss_bbox_aux_2: 0.1470 (0.1532)  loss_bbox_aux_3: 0.1488 (0.1512)  loss_bbox_aux_4: 0.1484 (0.1506)  loss_bbox_aux_5: 0.1706 (0.1993)  loss_bbox_dn_0: 0.2212 (0.2615)  loss_bbox_dn_1: 0.1631 (0.1916)  loss_bbox_dn_2: 0.1416 (0.1715)  loss_bbox_dn_3: 0.1376 (0.1656)  loss_bbox_dn_4: 0.1383 (0.1642)  loss_bbox_dn_5: 0.1382 (0.1642)  loss_giou: 0.4579 (0.4673)  loss_giou_aux_0: 0.4855 (0.4907)  loss_giou_aux_1: 0.4601 (0.4774)  loss_giou_aux_2: 0.4640 (0.4718)  loss_giou_aux_3: 0.4647 (0.4684)  loss_giou_aux_4: 0.4612 (0.4673)  loss_giou_aux_5: 0.5382 (0.5545)  loss_giou_dn_0: 0.5731 (0.5705)  loss_giou_dn_1: 0.4754 (0.4628)  loss_giou_dn_2: 0.4497 (0.4323)  loss_giou_dn_3: 0.4400 (0.4241)  loss_giou_dn_4: 0.4369 (0.4220)  loss_giou_dn_5: 0.4371 (0.4222)  loss_vfl: 0.6683 (0.6654)  loss_vfl_aux_0: 0.7519 (0.7669)  loss_vfl_aux_1: 0.7169 (0.7200)  loss_vfl_aux_2: 0.7066 (0.6916)  loss_vfl_aux_3: 0.6868 (0.6777)  loss_vfl_aux_4: 0.6796 (0.6695)  loss_vfl_aux_5: 0.7284 (0.7517)  loss_vfl_dn_0: 0.4443 (0.4489)  loss_vfl_dn_1: 0.3860 (0.3833)  loss_vfl_dn_2: 0.3757 (0.3675)  loss_vfl_dn_3: 0.3677 (0.3603)  loss_vfl_dn_4: 0.3650 (0.3578)  loss_vfl_dn_5: 0.3653 (0.3570)  time: 0.4718  data: 0.0151  max mem: 5654
Epoch: [51]  [5000/7393]  eta: 0:19:28  lr: 0.000010  loss: 15.1470 (15.5860)  loss_bbox: 0.1502 (0.1506)  loss_bbox_aux_0: 0.1528 (0.1632)  loss_bbox_aux_1: 0.1527 (0.1555)  loss_bbox_aux_2: 0.1505 (0.1531)  loss_bbox_aux_3: 0.1501 (0.1511)  loss_bbox_aux_4: 0.1544 (0.1505)  loss_bbox_aux_5: 0.1857 (0.1992)  loss_bbox_dn_0: 0.2435 (0.2615)  loss_bbox_dn_1: 0.1736 (0.1915)  loss_bbox_dn_2: 0.1595 (0.1714)  loss_bbox_dn_3: 0.1568 (0.1655)  loss_bbox_dn_4: 0.1577 (0.1641)  loss_bbox_dn_5: 0.1578 (0.1641)  loss_giou: 0.4171 (0.4669)  loss_giou_aux_0: 0.4360 (0.4904)  loss_giou_aux_1: 0.4239 (0.4771)  loss_giou_aux_2: 0.4308 (0.4715)  loss_giou_aux_3: 0.4176 (0.4680)  loss_giou_aux_4: 0.4181 (0.4670)  loss_giou_aux_5: 0.4934 (0.5541)  loss_giou_dn_0: 0.5400 (0.5703)  loss_giou_dn_1: 0.4330 (0.4627)  loss_giou_dn_2: 0.4118 (0.4322)  loss_giou_dn_3: 0.3986 (0.4240)  loss_giou_dn_4: 0.4005 (0.4219)  loss_giou_dn_5: 0.4005 (0.4221)  loss_vfl: 0.6485 (0.6654)  loss_vfl_aux_0: 0.7484 (0.7668)  loss_vfl_aux_1: 0.7134 (0.7199)  loss_vfl_aux_2: 0.6726 (0.6915)  loss_vfl_aux_3: 0.6658 (0.6777)  loss_vfl_aux_4: 0.6540 (0.6695)  loss_vfl_aux_5: 0.7451 (0.7519)  loss_vfl_dn_0: 0.4402 (0.4488)  loss_vfl_dn_1: 0.3819 (0.3832)  loss_vfl_dn_2: 0.3646 (0.3674)  loss_vfl_dn_3: 0.3568 (0.3602)  loss_vfl_dn_4: 0.3543 (0.3577)  loss_vfl_dn_5: 0.3518 (0.3570)  time: 0.4840  data: 0.0143  max mem: 5654
Epoch: [51]  [5100/7393]  eta: 0:18:39  lr: 0.000010  loss: 15.1558 (15.5839)  loss_bbox: 0.1352 (0.1505)  loss_bbox_aux_0: 0.1443 (0.1631)  loss_bbox_aux_1: 0.1349 (0.1554)  loss_bbox_aux_2: 0.1352 (0.1530)  loss_bbox_aux_3: 0.1362 (0.1510)  loss_bbox_aux_4: 0.1359 (0.1504)  loss_bbox_aux_5: 0.1718 (0.1991)  loss_bbox_dn_0: 0.2305 (0.2614)  loss_bbox_dn_1: 0.1599 (0.1915)  loss_bbox_dn_2: 0.1465 (0.1713)  loss_bbox_dn_3: 0.1435 (0.1654)  loss_bbox_dn_4: 0.1421 (0.1640)  loss_bbox_dn_5: 0.1421 (0.1640)  loss_giou: 0.4364 (0.4668)  loss_giou_aux_0: 0.4586 (0.4903)  loss_giou_aux_1: 0.4402 (0.4770)  loss_giou_aux_2: 0.4338 (0.4714)  loss_giou_aux_3: 0.4376 (0.4680)  loss_giou_aux_4: 0.4362 (0.4669)  loss_giou_aux_5: 0.5426 (0.5541)  loss_giou_dn_0: 0.5496 (0.5703)  loss_giou_dn_1: 0.4515 (0.4627)  loss_giou_dn_2: 0.4133 (0.4322)  loss_giou_dn_3: 0.4032 (0.4239)  loss_giou_dn_4: 0.4019 (0.4218)  loss_giou_dn_5: 0.4025 (0.4220)  loss_vfl: 0.6529 (0.6653)  loss_vfl_aux_0: 0.7550 (0.7668)  loss_vfl_aux_1: 0.7028 (0.7198)  loss_vfl_aux_2: 0.6765 (0.6914)  loss_vfl_aux_3: 0.6588 (0.6776)  loss_vfl_aux_4: 0.6495 (0.6694)  loss_vfl_aux_5: 0.7383 (0.7519)  loss_vfl_dn_0: 0.4482 (0.4488)  loss_vfl_dn_1: 0.3826 (0.3832)  loss_vfl_dn_2: 0.3654 (0.3674)  loss_vfl_dn_3: 0.3588 (0.3602)  loss_vfl_dn_4: 0.3544 (0.3577)  loss_vfl_dn_5: 0.3555 (0.3569)  time: 0.4803  data: 0.0141  max mem: 5654
Epoch: [51]  [5200/7393]  eta: 0:17:50  lr: 0.000010  loss: 15.0950 (15.5839)  loss_bbox: 0.1330 (0.1505)  loss_bbox_aux_0: 0.1596 (0.1631)  loss_bbox_aux_1: 0.1475 (0.1554)  loss_bbox_aux_2: 0.1429 (0.1529)  loss_bbox_aux_3: 0.1435 (0.1510)  loss_bbox_aux_4: 0.1346 (0.1504)  loss_bbox_aux_5: 0.1858 (0.1990)  loss_bbox_dn_0: 0.2264 (0.2613)  loss_bbox_dn_1: 0.1614 (0.1915)  loss_bbox_dn_2: 0.1425 (0.1713)  loss_bbox_dn_3: 0.1357 (0.1654)  loss_bbox_dn_4: 0.1369 (0.1640)  loss_bbox_dn_5: 0.1368 (0.1640)  loss_giou: 0.4564 (0.4668)  loss_giou_aux_0: 0.4923 (0.4904)  loss_giou_aux_1: 0.4775 (0.4771)  loss_giou_aux_2: 0.4644 (0.4714)  loss_giou_aux_3: 0.4583 (0.4680)  loss_giou_aux_4: 0.4632 (0.4669)  loss_giou_aux_5: 0.5276 (0.5541)  loss_giou_dn_0: 0.5588 (0.5703)  loss_giou_dn_1: 0.4467 (0.4627)  loss_giou_dn_2: 0.4132 (0.4322)  loss_giou_dn_3: 0.4037 (0.4239)  loss_giou_dn_4: 0.3996 (0.4218)  loss_giou_dn_5: 0.3998 (0.4220)  loss_vfl: 0.6564 (0.6653)  loss_vfl_aux_0: 0.7559 (0.7668)  loss_vfl_aux_1: 0.6996 (0.7198)  loss_vfl_aux_2: 0.6891 (0.6915)  loss_vfl_aux_3: 0.6609 (0.6776)  loss_vfl_aux_4: 0.6632 (0.6694)  loss_vfl_aux_5: 0.7107 (0.7518)  loss_vfl_dn_0: 0.4438 (0.4489)  loss_vfl_dn_1: 0.3910 (0.3832)  loss_vfl_dn_2: 0.3714 (0.3674)  loss_vfl_dn_3: 0.3623 (0.3602)  loss_vfl_dn_4: 0.3612 (0.3577)  loss_vfl_dn_5: 0.3593 (0.3570)  time: 0.4800  data: 0.0140  max mem: 5654
Epoch: [51]  [5300/7393]  eta: 0:17:03  lr: 0.000010  loss: 15.6380 (15.5894)  loss_bbox: 0.1531 (0.1505)  loss_bbox_aux_0: 0.1722 (0.1631)  loss_bbox_aux_1: 0.1583 (0.1555)  loss_bbox_aux_2: 0.1434 (0.1530)  loss_bbox_aux_3: 0.1552 (0.1510)  loss_bbox_aux_4: 0.1530 (0.1504)  loss_bbox_aux_5: 0.1984 (0.1991)  loss_bbox_dn_0: 0.2665 (0.2612)  loss_bbox_dn_1: 0.1830 (0.1914)  loss_bbox_dn_2: 0.1686 (0.1713)  loss_bbox_dn_3: 0.1589 (0.1654)  loss_bbox_dn_4: 0.1578 (0.1640)  loss_bbox_dn_5: 0.1578 (0.1640)  loss_giou: 0.4709 (0.4672)  loss_giou_aux_0: 0.5113 (0.4907)  loss_giou_aux_1: 0.4753 (0.4774)  loss_giou_aux_2: 0.4690 (0.4717)  loss_giou_aux_3: 0.4727 (0.4684)  loss_giou_aux_4: 0.4728 (0.4673)  loss_giou_aux_5: 0.5390 (0.5545)  loss_giou_dn_0: 0.5758 (0.5705)  loss_giou_dn_1: 0.4637 (0.4629)  loss_giou_dn_2: 0.4388 (0.4324)  loss_giou_dn_3: 0.4290 (0.4242)  loss_giou_dn_4: 0.4262 (0.4221)  loss_giou_dn_5: 0.4266 (0.4223)  loss_vfl: 0.6803 (0.6655)  loss_vfl_aux_0: 0.7592 (0.7668)  loss_vfl_aux_1: 0.7310 (0.7200)  loss_vfl_aux_2: 0.7021 (0.6917)  loss_vfl_aux_3: 0.7029 (0.6777)  loss_vfl_aux_4: 0.6849 (0.6696)  loss_vfl_aux_5: 0.7537 (0.7518)  loss_vfl_dn_0: 0.4506 (0.4489)  loss_vfl_dn_1: 0.3759 (0.3833)  loss_vfl_dn_2: 0.3656 (0.3675)  loss_vfl_dn_3: 0.3589 (0.3603)  loss_vfl_dn_4: 0.3551 (0.3578)  loss_vfl_dn_5: 0.3554 (0.3571)  time: 0.7732  data: 0.0139  max mem: 5654
Epoch: [51]  [5400/7393]  eta: 0:16:15  lr: 0.000010  loss: 14.9890 (15.5887)  loss_bbox: 0.1465 (0.1505)  loss_bbox_aux_0: 0.1658 (0.1632)  loss_bbox_aux_1: 0.1536 (0.1555)  loss_bbox_aux_2: 0.1532 (0.1530)  loss_bbox_aux_3: 0.1495 (0.1511)  loss_bbox_aux_4: 0.1470 (0.1504)  loss_bbox_aux_5: 0.1981 (0.1991)  loss_bbox_dn_0: 0.2654 (0.2612)  loss_bbox_dn_1: 0.1848 (0.1914)  loss_bbox_dn_2: 0.1613 (0.1713)  loss_bbox_dn_3: 0.1554 (0.1653)  loss_bbox_dn_4: 0.1538 (0.1639)  loss_bbox_dn_5: 0.1538 (0.1640)  loss_giou: 0.4382 (0.4673)  loss_giou_aux_0: 0.4595 (0.4909)  loss_giou_aux_1: 0.4538 (0.4776)  loss_giou_aux_2: 0.4364 (0.4719)  loss_giou_aux_3: 0.4504 (0.4685)  loss_giou_aux_4: 0.4380 (0.4674)  loss_giou_aux_5: 0.5054 (0.5545)  loss_giou_dn_0: 0.5581 (0.5706)  loss_giou_dn_1: 0.4456 (0.4630)  loss_giou_dn_2: 0.4180 (0.4324)  loss_giou_dn_3: 0.4077 (0.4242)  loss_giou_dn_4: 0.4040 (0.4221)  loss_giou_dn_5: 0.4041 (0.4223)  loss_vfl: 0.6329 (0.6654)  loss_vfl_aux_0: 0.7210 (0.7665)  loss_vfl_aux_1: 0.6702 (0.7197)  loss_vfl_aux_2: 0.6787 (0.6915)  loss_vfl_aux_3: 0.6378 (0.6775)  loss_vfl_aux_4: 0.6419 (0.6695)  loss_vfl_aux_5: 0.7349 (0.7517)  loss_vfl_dn_0: 0.4458 (0.4489)  loss_vfl_dn_1: 0.3843 (0.3832)  loss_vfl_dn_2: 0.3677 (0.3675)  loss_vfl_dn_3: 0.3607 (0.3602)  loss_vfl_dn_4: 0.3579 (0.3577)  loss_vfl_dn_5: 0.3572 (0.3570)  time: 0.7305  data: 0.0137  max mem: 5654
Epoch: [51]  [5500/7393]  eta: 0:15:26  lr: 0.000010  loss: 16.0718 (15.5916)  loss_bbox: 0.1350 (0.1504)  loss_bbox_aux_0: 0.1361 (0.1631)  loss_bbox_aux_1: 0.1380 (0.1555)  loss_bbox_aux_2: 0.1342 (0.1529)  loss_bbox_aux_3: 0.1338 (0.1510)  loss_bbox_aux_4: 0.1285 (0.1503)  loss_bbox_aux_5: 0.1790 (0.1989)  loss_bbox_dn_0: 0.2414 (0.2611)  loss_bbox_dn_1: 0.1741 (0.1913)  loss_bbox_dn_2: 0.1563 (0.1711)  loss_bbox_dn_3: 0.1533 (0.1652)  loss_bbox_dn_4: 0.1515 (0.1638)  loss_bbox_dn_5: 0.1515 (0.1638)  loss_giou: 0.4656 (0.4675)  loss_giou_aux_0: 0.4729 (0.4912)  loss_giou_aux_1: 0.4624 (0.4779)  loss_giou_aux_2: 0.4597 (0.4722)  loss_giou_aux_3: 0.4628 (0.4687)  loss_giou_aux_4: 0.4696 (0.4676)  loss_giou_aux_5: 0.5309 (0.5546)  loss_giou_dn_0: 0.5990 (0.5707)  loss_giou_dn_1: 0.4997 (0.4631)  loss_giou_dn_2: 0.4616 (0.4326)  loss_giou_dn_3: 0.4490 (0.4243)  loss_giou_dn_4: 0.4473 (0.4223)  loss_giou_dn_5: 0.4472 (0.4224)  loss_vfl: 0.6808 (0.6657)  loss_vfl_aux_0: 0.7840 (0.7666)  loss_vfl_aux_1: 0.7351 (0.7198)  loss_vfl_aux_2: 0.7190 (0.6917)  loss_vfl_aux_3: 0.7011 (0.6778)  loss_vfl_aux_4: 0.6894 (0.6698)  loss_vfl_aux_5: 0.8043 (0.7519)  loss_vfl_dn_0: 0.4504 (0.4489)  loss_vfl_dn_1: 0.3868 (0.3833)  loss_vfl_dn_2: 0.3705 (0.3675)  loss_vfl_dn_3: 0.3618 (0.3603)  loss_vfl_dn_4: 0.3589 (0.3578)  loss_vfl_dn_5: 0.3577 (0.3570)  time: 0.4985  data: 0.0147  max mem: 5654
Epoch: [51]  [5600/7393]  eta: 0:14:37  lr: 0.000010  loss: 15.5164 (15.5930)  loss_bbox: 0.1492 (0.1505)  loss_bbox_aux_0: 0.1631 (0.1632)  loss_bbox_aux_1: 0.1592 (0.1555)  loss_bbox_aux_2: 0.1568 (0.1529)  loss_bbox_aux_3: 0.1553 (0.1510)  loss_bbox_aux_4: 0.1492 (0.1503)  loss_bbox_aux_5: 0.2089 (0.1990)  loss_bbox_dn_0: 0.2550 (0.2611)  loss_bbox_dn_1: 0.1896 (0.1914)  loss_bbox_dn_2: 0.1729 (0.1712)  loss_bbox_dn_3: 0.1691 (0.1653)  loss_bbox_dn_4: 0.1691 (0.1639)  loss_bbox_dn_5: 0.1691 (0.1639)  loss_giou: 0.4285 (0.4675)  loss_giou_aux_0: 0.4520 (0.4911)  loss_giou_aux_1: 0.4334 (0.4778)  loss_giou_aux_2: 0.4310 (0.4721)  loss_giou_aux_3: 0.4274 (0.4687)  loss_giou_aux_4: 0.4264 (0.4675)  loss_giou_aux_5: 0.5203 (0.5545)  loss_giou_dn_0: 0.5527 (0.5706)  loss_giou_dn_1: 0.4444 (0.4631)  loss_giou_dn_2: 0.4161 (0.4326)  loss_giou_dn_3: 0.4043 (0.4243)  loss_giou_dn_4: 0.4009 (0.4222)  loss_giou_dn_5: 0.4009 (0.4224)  loss_vfl: 0.6655 (0.6658)  loss_vfl_aux_0: 0.7551 (0.7667)  loss_vfl_aux_1: 0.7115 (0.7199)  loss_vfl_aux_2: 0.6921 (0.6918)  loss_vfl_aux_3: 0.6636 (0.6779)  loss_vfl_aux_4: 0.6516 (0.6700)  loss_vfl_aux_5: 0.7573 (0.7521)  loss_vfl_dn_0: 0.4517 (0.4489)  loss_vfl_dn_1: 0.3847 (0.3833)  loss_vfl_dn_2: 0.3694 (0.3675)  loss_vfl_dn_3: 0.3612 (0.3603)  loss_vfl_dn_4: 0.3597 (0.3578)  loss_vfl_dn_5: 0.3581 (0.3571)  time: 0.4814  data: 0.0141  max mem: 5654
Epoch: [51]  [5700/7393]  eta: 0:13:50  lr: 0.000010  loss: 15.3604 (15.5942)  loss_bbox: 0.1239 (0.1504)  loss_bbox_aux_0: 0.1425 (0.1631)  loss_bbox_aux_1: 0.1360 (0.1554)  loss_bbox_aux_2: 0.1351 (0.1529)  loss_bbox_aux_3: 0.1245 (0.1510)  loss_bbox_aux_4: 0.1238 (0.1503)  loss_bbox_aux_5: 0.1751 (0.1989)  loss_bbox_dn_0: 0.2272 (0.2612)  loss_bbox_dn_1: 0.1582 (0.1914)  loss_bbox_dn_2: 0.1414 (0.1713)  loss_bbox_dn_3: 0.1348 (0.1654)  loss_bbox_dn_4: 0.1338 (0.1640)  loss_bbox_dn_5: 0.1338 (0.1640)  loss_giou: 0.4736 (0.4675)  loss_giou_aux_0: 0.4950 (0.4911)  loss_giou_aux_1: 0.4789 (0.4778)  loss_giou_aux_2: 0.4680 (0.4721)  loss_giou_aux_3: 0.4714 (0.4687)  loss_giou_aux_4: 0.4685 (0.4675)  loss_giou_aux_5: 0.5517 (0.5545)  loss_giou_dn_0: 0.5860 (0.5707)  loss_giou_dn_1: 0.4890 (0.4631)  loss_giou_dn_2: 0.4545 (0.4326)  loss_giou_dn_3: 0.4480 (0.4244)  loss_giou_dn_4: 0.4427 (0.4223)  loss_giou_dn_5: 0.4426 (0.4225)  loss_vfl: 0.6786 (0.6660)  loss_vfl_aux_0: 0.7536 (0.7668)  loss_vfl_aux_1: 0.7213 (0.7200)  loss_vfl_aux_2: 0.7030 (0.6919)  loss_vfl_aux_3: 0.6880 (0.6781)  loss_vfl_aux_4: 0.6854 (0.6701)  loss_vfl_aux_5: 0.7443 (0.7523)  loss_vfl_dn_0: 0.4437 (0.4490)  loss_vfl_dn_1: 0.3854 (0.3833)  loss_vfl_dn_2: 0.3664 (0.3675)  loss_vfl_dn_3: 0.3620 (0.3603)  loss_vfl_dn_4: 0.3587 (0.3578)  loss_vfl_dn_5: 0.3572 (0.3571)  time: 0.7517  data: 0.0138  max mem: 5654
Epoch: [51]  [5800/7393]  eta: 0:13:00  lr: 0.000010  loss: 15.3675 (15.5972)  loss_bbox: 0.1412 (0.1504)  loss_bbox_aux_0: 0.1546 (0.1631)  loss_bbox_aux_1: 0.1500 (0.1555)  loss_bbox_aux_2: 0.1493 (0.1529)  loss_bbox_aux_3: 0.1428 (0.1510)  loss_bbox_aux_4: 0.1412 (0.1503)  loss_bbox_aux_5: 0.1943 (0.1990)  loss_bbox_dn_0: 0.2554 (0.2612)  loss_bbox_dn_1: 0.1784 (0.1914)  loss_bbox_dn_2: 0.1669 (0.1713)  loss_bbox_dn_3: 0.1557 (0.1654)  loss_bbox_dn_4: 0.1550 (0.1640)  loss_bbox_dn_5: 0.1550 (0.1640)  loss_giou: 0.4624 (0.4676)  loss_giou_aux_0: 0.4803 (0.4912)  loss_giou_aux_1: 0.4773 (0.4779)  loss_giou_aux_2: 0.4738 (0.4722)  loss_giou_aux_3: 0.4572 (0.4688)  loss_giou_aux_4: 0.4645 (0.4677)  loss_giou_aux_5: 0.5605 (0.5547)  loss_giou_dn_0: 0.5761 (0.5708)  loss_giou_dn_1: 0.4642 (0.4633)  loss_giou_dn_2: 0.4326 (0.4327)  loss_giou_dn_3: 0.4255 (0.4245)  loss_giou_dn_4: 0.4253 (0.4224)  loss_giou_dn_5: 0.4254 (0.4226)  loss_vfl: 0.6842 (0.6661)  loss_vfl_aux_0: 0.7817 (0.7669)  loss_vfl_aux_1: 0.7493 (0.7202)  loss_vfl_aux_2: 0.6974 (0.6921)  loss_vfl_aux_3: 0.6922 (0.6782)  loss_vfl_aux_4: 0.6882 (0.6702)  loss_vfl_aux_5: 0.7501 (0.7523)  loss_vfl_dn_0: 0.4493 (0.4489)  loss_vfl_dn_1: 0.3760 (0.3833)  loss_vfl_dn_2: 0.3614 (0.3675)  loss_vfl_dn_3: 0.3526 (0.3603)  loss_vfl_dn_4: 0.3504 (0.3578)  loss_vfl_dn_5: 0.3505 (0.3571)  time: 0.4767  data: 0.0147  max mem: 5654
Epoch: [51]  [5900/7393]  eta: 0:12:11  lr: 0.000010  loss: 15.0721 (15.5955)  loss_bbox: 0.1487 (0.1503)  loss_bbox_aux_0: 0.1616 (0.1631)  loss_bbox_aux_1: 0.1482 (0.1554)  loss_bbox_aux_2: 0.1441 (0.1528)  loss_bbox_aux_3: 0.1449 (0.1509)  loss_bbox_aux_4: 0.1498 (0.1502)  loss_bbox_aux_5: 0.1869 (0.1988)  loss_bbox_dn_0: 0.2574 (0.2611)  loss_bbox_dn_1: 0.1904 (0.1914)  loss_bbox_dn_2: 0.1649 (0.1713)  loss_bbox_dn_3: 0.1638 (0.1654)  loss_bbox_dn_4: 0.1627 (0.1640)  loss_bbox_dn_5: 0.1627 (0.1640)  loss_giou: 0.4546 (0.4675)  loss_giou_aux_0: 0.5125 (0.4912)  loss_giou_aux_1: 0.5021 (0.4778)  loss_giou_aux_2: 0.4761 (0.4721)  loss_giou_aux_3: 0.4619 (0.4687)  loss_giou_aux_4: 0.4597 (0.4675)  loss_giou_aux_5: 0.5273 (0.5545)  loss_giou_dn_0: 0.5583 (0.5707)  loss_giou_dn_1: 0.4520 (0.4632)  loss_giou_dn_2: 0.4151 (0.4327)  loss_giou_dn_3: 0.4069 (0.4245)  loss_giou_dn_4: 0.4044 (0.4224)  loss_giou_dn_5: 0.4048 (0.4226)  loss_vfl: 0.6521 (0.6662)  loss_vfl_aux_0: 0.7332 (0.7669)  loss_vfl_aux_1: 0.6913 (0.7202)  loss_vfl_aux_2: 0.6704 (0.6922)  loss_vfl_aux_3: 0.6669 (0.6783)  loss_vfl_aux_4: 0.6508 (0.6704)  loss_vfl_aux_5: 0.7320 (0.7523)  loss_vfl_dn_0: 0.4462 (0.4489)  loss_vfl_dn_1: 0.3744 (0.3833)  loss_vfl_dn_2: 0.3540 (0.3675)  loss_vfl_dn_3: 0.3481 (0.3603)  loss_vfl_dn_4: 0.3471 (0.3578)  loss_vfl_dn_5: 0.3443 (0.3571)  time: 0.4773  data: 0.0138  max mem: 5654
Epoch: [51]  [6000/7393]  eta: 0:11:22  lr: 0.000010  loss: 15.6699 (15.5959)  loss_bbox: 0.1467 (0.1503)  loss_bbox_aux_0: 0.1624 (0.1631)  loss_bbox_aux_1: 0.1586 (0.1554)  loss_bbox_aux_2: 0.1489 (0.1528)  loss_bbox_aux_3: 0.1479 (0.1509)  loss_bbox_aux_4: 0.1437 (0.1503)  loss_bbox_aux_5: 0.2095 (0.1989)  loss_bbox_dn_0: 0.2749 (0.2610)  loss_bbox_dn_1: 0.1961 (0.1913)  loss_bbox_dn_2: 0.1747 (0.1712)  loss_bbox_dn_3: 0.1629 (0.1653)  loss_bbox_dn_4: 0.1615 (0.1639)  loss_bbox_dn_5: 0.1615 (0.1639)  loss_giou: 0.4305 (0.4675)  loss_giou_aux_0: 0.4723 (0.4912)  loss_giou_aux_1: 0.4522 (0.4779)  loss_giou_aux_2: 0.4413 (0.4722)  loss_giou_aux_3: 0.4317 (0.4687)  loss_giou_aux_4: 0.4242 (0.4676)  loss_giou_aux_5: 0.5424 (0.5546)  loss_giou_dn_0: 0.5403 (0.5706)  loss_giou_dn_1: 0.4291 (0.4632)  loss_giou_dn_2: 0.3933 (0.4327)  loss_giou_dn_3: 0.3877 (0.4244)  loss_giou_dn_4: 0.3862 (0.4224)  loss_giou_dn_5: 0.3863 (0.4225)  loss_vfl: 0.7016 (0.6663)  loss_vfl_aux_0: 0.8244 (0.7671)  loss_vfl_aux_1: 0.7526 (0.7203)  loss_vfl_aux_2: 0.7341 (0.6923)  loss_vfl_aux_3: 0.7114 (0.6783)  loss_vfl_aux_4: 0.7102 (0.6704)  loss_vfl_aux_5: 0.8080 (0.7524)  loss_vfl_dn_0: 0.4470 (0.4489)  loss_vfl_dn_1: 0.3848 (0.3833)  loss_vfl_dn_2: 0.3678 (0.3675)  loss_vfl_dn_3: 0.3569 (0.3603)  loss_vfl_dn_4: 0.3553 (0.3578)  loss_vfl_dn_5: 0.3549 (0.3571)  time: 0.4916  data: 0.0142  max mem: 5654
Epoch: [51]  [6100/7393]  eta: 0:10:34  lr: 0.000010  loss: 15.6555 (15.6012)  loss_bbox: 0.1347 (0.1503)  loss_bbox_aux_0: 0.1486 (0.1630)  loss_bbox_aux_1: 0.1398 (0.1553)  loss_bbox_aux_2: 0.1369 (0.1528)  loss_bbox_aux_3: 0.1398 (0.1509)  loss_bbox_aux_4: 0.1389 (0.1502)  loss_bbox_aux_5: 0.1731 (0.1988)  loss_bbox_dn_0: 0.2241 (0.2610)  loss_bbox_dn_1: 0.1576 (0.1913)  loss_bbox_dn_2: 0.1394 (0.1712)  loss_bbox_dn_3: 0.1350 (0.1653)  loss_bbox_dn_4: 0.1330 (0.1639)  loss_bbox_dn_5: 0.1330 (0.1639)  loss_giou: 0.5055 (0.4678)  loss_giou_aux_0: 0.5170 (0.4915)  loss_giou_aux_1: 0.5211 (0.4782)  loss_giou_aux_2: 0.5146 (0.4725)  loss_giou_aux_3: 0.4980 (0.4691)  loss_giou_aux_4: 0.5052 (0.4679)  loss_giou_aux_5: 0.5848 (0.5548)  loss_giou_dn_0: 0.6264 (0.5709)  loss_giou_dn_1: 0.5101 (0.4635)  loss_giou_dn_2: 0.4793 (0.4329)  loss_giou_dn_3: 0.4703 (0.4247)  loss_giou_dn_4: 0.4681 (0.4227)  loss_giou_dn_5: 0.4681 (0.4228)  loss_vfl: 0.6357 (0.6664)  loss_vfl_aux_0: 0.7307 (0.7673)  loss_vfl_aux_1: 0.6951 (0.7206)  loss_vfl_aux_2: 0.6689 (0.6925)  loss_vfl_aux_3: 0.6436 (0.6784)  loss_vfl_aux_4: 0.6370 (0.6705)  loss_vfl_aux_5: 0.7247 (0.7526)  loss_vfl_dn_0: 0.4503 (0.4489)  loss_vfl_dn_1: 0.3830 (0.3834)  loss_vfl_dn_2: 0.3687 (0.3676)  loss_vfl_dn_3: 0.3629 (0.3604)  loss_vfl_dn_4: 0.3600 (0.3579)  loss_vfl_dn_5: 0.3590 (0.3572)  time: 0.4784  data: 0.0139  max mem: 5654
Epoch: [51]  [6200/7393]  eta: 0:09:45  lr: 0.000010  loss: 15.7511 (15.5990)  loss_bbox: 0.1385 (0.1504)  loss_bbox_aux_0: 0.1628 (0.1631)  loss_bbox_aux_1: 0.1477 (0.1553)  loss_bbox_aux_2: 0.1542 (0.1528)  loss_bbox_aux_3: 0.1457 (0.1509)  loss_bbox_aux_4: 0.1474 (0.1503)  loss_bbox_aux_5: 0.1935 (0.1988)  loss_bbox_dn_0: 0.2663 (0.2612)  loss_bbox_dn_1: 0.1932 (0.1914)  loss_bbox_dn_2: 0.1631 (0.1713)  loss_bbox_dn_3: 0.1573 (0.1654)  loss_bbox_dn_4: 0.1560 (0.1640)  loss_bbox_dn_5: 0.1560 (0.1640)  loss_giou: 0.4412 (0.4675)  loss_giou_aux_0: 0.4571 (0.4912)  loss_giou_aux_1: 0.4276 (0.4779)  loss_giou_aux_2: 0.4360 (0.4722)  loss_giou_aux_3: 0.4313 (0.4687)  loss_giou_aux_4: 0.4326 (0.4676)  loss_giou_aux_5: 0.5116 (0.5545)  loss_giou_dn_0: 0.5463 (0.5707)  loss_giou_dn_1: 0.4216 (0.4633)  loss_giou_dn_2: 0.3843 (0.4327)  loss_giou_dn_3: 0.3764 (0.4245)  loss_giou_dn_4: 0.3738 (0.4224)  loss_giou_dn_5: 0.3736 (0.4226)  loss_vfl: 0.6672 (0.6665)  loss_vfl_aux_0: 0.7701 (0.7675)  loss_vfl_aux_1: 0.7289 (0.7208)  loss_vfl_aux_2: 0.6750 (0.6926)  loss_vfl_aux_3: 0.6840 (0.6785)  loss_vfl_aux_4: 0.6674 (0.6706)  loss_vfl_aux_5: 0.7403 (0.7528)  loss_vfl_dn_0: 0.4440 (0.4489)  loss_vfl_dn_1: 0.3702 (0.3833)  loss_vfl_dn_2: 0.3526 (0.3675)  loss_vfl_dn_3: 0.3447 (0.3603)  loss_vfl_dn_4: 0.3429 (0.3578)  loss_vfl_dn_5: 0.3409 (0.3571)  time: 0.4833  data: 0.0137  max mem: 5654
Epoch: [51]  [6300/7393]  eta: 0:08:55  lr: 0.000010  loss: 15.6369 (15.5993)  loss_bbox: 0.1575 (0.1504)  loss_bbox_aux_0: 0.1613 (0.1632)  loss_bbox_aux_1: 0.1502 (0.1553)  loss_bbox_aux_2: 0.1544 (0.1528)  loss_bbox_aux_3: 0.1566 (0.1509)  loss_bbox_aux_4: 0.1575 (0.1503)  loss_bbox_aux_5: 0.1886 (0.1988)  loss_bbox_dn_0: 0.2565 (0.2612)  loss_bbox_dn_1: 0.1845 (0.1915)  loss_bbox_dn_2: 0.1677 (0.1713)  loss_bbox_dn_3: 0.1667 (0.1654)  loss_bbox_dn_4: 0.1634 (0.1640)  loss_bbox_dn_5: 0.1635 (0.1640)  loss_giou: 0.4270 (0.4675)  loss_giou_aux_0: 0.4224 (0.4912)  loss_giou_aux_1: 0.4325 (0.4778)  loss_giou_aux_2: 0.4103 (0.4722)  loss_giou_aux_3: 0.4244 (0.4687)  loss_giou_aux_4: 0.4268 (0.4675)  loss_giou_aux_5: 0.5283 (0.5544)  loss_giou_dn_0: 0.5373 (0.5707)  loss_giou_dn_1: 0.4352 (0.4632)  loss_giou_dn_2: 0.4047 (0.4327)  loss_giou_dn_3: 0.3996 (0.4244)  loss_giou_dn_4: 0.3971 (0.4224)  loss_giou_dn_5: 0.3969 (0.4226)  loss_vfl: 0.6684 (0.6666)  loss_vfl_aux_0: 0.7757 (0.7676)  loss_vfl_aux_1: 0.7387 (0.7209)  loss_vfl_aux_2: 0.7073 (0.6926)  loss_vfl_aux_3: 0.6871 (0.6785)  loss_vfl_aux_4: 0.6758 (0.6707)  loss_vfl_aux_5: 0.7454 (0.7529)  loss_vfl_dn_0: 0.4492 (0.4489)  loss_vfl_dn_1: 0.3827 (0.3833)  loss_vfl_dn_2: 0.3667 (0.3675)  loss_vfl_dn_3: 0.3572 (0.3603)  loss_vfl_dn_4: 0.3569 (0.3578)  loss_vfl_dn_5: 0.3552 (0.3571)  time: 0.4790  data: 0.0140  max mem: 5654
Epoch: [51]  [6400/7393]  eta: 0:08:06  lr: 0.000010  loss: 15.4248 (15.6004)  loss_bbox: 0.1509 (0.1504)  loss_bbox_aux_0: 0.1582 (0.1632)  loss_bbox_aux_1: 0.1570 (0.1554)  loss_bbox_aux_2: 0.1512 (0.1528)  loss_bbox_aux_3: 0.1552 (0.1510)  loss_bbox_aux_4: 0.1508 (0.1503)  loss_bbox_aux_5: 0.2027 (0.1988)  loss_bbox_dn_0: 0.2321 (0.2612)  loss_bbox_dn_1: 0.1734 (0.1915)  loss_bbox_dn_2: 0.1476 (0.1713)  loss_bbox_dn_3: 0.1447 (0.1654)  loss_bbox_dn_4: 0.1434 (0.1640)  loss_bbox_dn_5: 0.1435 (0.1640)  loss_giou: 0.5180 (0.4676)  loss_giou_aux_0: 0.5172 (0.4914)  loss_giou_aux_1: 0.5104 (0.4780)  loss_giou_aux_2: 0.5075 (0.4723)  loss_giou_aux_3: 0.5072 (0.4689)  loss_giou_aux_4: 0.5160 (0.4677)  loss_giou_aux_5: 0.5864 (0.5546)  loss_giou_dn_0: 0.5640 (0.5707)  loss_giou_dn_1: 0.4729 (0.4633)  loss_giou_dn_2: 0.4476 (0.4327)  loss_giou_dn_3: 0.4397 (0.4245)  loss_giou_dn_4: 0.4380 (0.4224)  loss_giou_dn_5: 0.4381 (0.4226)  loss_vfl: 0.6675 (0.6666)  loss_vfl_aux_0: 0.7433 (0.7675)  loss_vfl_aux_1: 0.7100 (0.7208)  loss_vfl_aux_2: 0.6786 (0.6926)  loss_vfl_aux_3: 0.6781 (0.6785)  loss_vfl_aux_4: 0.6743 (0.6707)  loss_vfl_aux_5: 0.7363 (0.7527)  loss_vfl_dn_0: 0.4434 (0.4488)  loss_vfl_dn_1: 0.3867 (0.3833)  loss_vfl_dn_2: 0.3710 (0.3676)  loss_vfl_dn_3: 0.3654 (0.3603)  loss_vfl_dn_4: 0.3608 (0.3578)  loss_vfl_dn_5: 0.3622 (0.3571)  time: 0.4730  data: 0.0138  max mem: 5654
Epoch: [51]  [6500/7393]  eta: 0:07:17  lr: 0.000010  loss: 15.8722 (15.6007)  loss_bbox: 0.1467 (0.1505)  loss_bbox_aux_0: 0.1681 (0.1633)  loss_bbox_aux_1: 0.1584 (0.1555)  loss_bbox_aux_2: 0.1478 (0.1529)  loss_bbox_aux_3: 0.1487 (0.1510)  loss_bbox_aux_4: 0.1466 (0.1504)  loss_bbox_aux_5: 0.2044 (0.1989)  loss_bbox_dn_0: 0.2599 (0.2614)  loss_bbox_dn_1: 0.1978 (0.1916)  loss_bbox_dn_2: 0.1852 (0.1714)  loss_bbox_dn_3: 0.1787 (0.1655)  loss_bbox_dn_4: 0.1774 (0.1641)  loss_bbox_dn_5: 0.1774 (0.1641)  loss_giou: 0.4535 (0.4674)  loss_giou_aux_0: 0.4824 (0.4912)  loss_giou_aux_1: 0.4726 (0.4778)  loss_giou_aux_2: 0.4726 (0.4721)  loss_giou_aux_3: 0.4562 (0.4687)  loss_giou_aux_4: 0.4537 (0.4675)  loss_giou_aux_5: 0.5523 (0.5545)  loss_giou_dn_0: 0.5627 (0.5706)  loss_giou_dn_1: 0.4591 (0.4632)  loss_giou_dn_2: 0.4347 (0.4327)  loss_giou_dn_3: 0.4271 (0.4244)  loss_giou_dn_4: 0.4239 (0.4224)  loss_giou_dn_5: 0.4241 (0.4225)  loss_vfl: 0.6637 (0.6667)  loss_vfl_aux_0: 0.7865 (0.7676)  loss_vfl_aux_1: 0.7130 (0.7208)  loss_vfl_aux_2: 0.7071 (0.6927)  loss_vfl_aux_3: 0.6721 (0.6785)  loss_vfl_aux_4: 0.6694 (0.6708)  loss_vfl_aux_5: 0.7491 (0.7529)  loss_vfl_dn_0: 0.4470 (0.4489)  loss_vfl_dn_1: 0.3804 (0.3833)  loss_vfl_dn_2: 0.3688 (0.3675)  loss_vfl_dn_3: 0.3614 (0.3603)  loss_vfl_dn_4: 0.3578 (0.3578)  loss_vfl_dn_5: 0.3580 (0.3571)  time: 0.4844  data: 0.0140  max mem: 5654
Epoch: [51]  [6600/7393]  eta: 0:06:28  lr: 0.000010  loss: 15.2537 (15.6012)  loss_bbox: 0.1529 (0.1506)  loss_bbox_aux_0: 0.1658 (0.1634)  loss_bbox_aux_1: 0.1557 (0.1556)  loss_bbox_aux_2: 0.1549 (0.1530)  loss_bbox_aux_3: 0.1462 (0.1512)  loss_bbox_aux_4: 0.1528 (0.1505)  loss_bbox_aux_5: 0.2057 (0.1990)  loss_bbox_dn_0: 0.2470 (0.2617)  loss_bbox_dn_1: 0.1820 (0.1918)  loss_bbox_dn_2: 0.1705 (0.1716)  loss_bbox_dn_3: 0.1659 (0.1657)  loss_bbox_dn_4: 0.1655 (0.1643)  loss_bbox_dn_5: 0.1657 (0.1643)  loss_giou: 0.4188 (0.4671)  loss_giou_aux_0: 0.4298 (0.4909)  loss_giou_aux_1: 0.4258 (0.4774)  loss_giou_aux_2: 0.4138 (0.4718)  loss_giou_aux_3: 0.4083 (0.4684)  loss_giou_aux_4: 0.4192 (0.4671)  loss_giou_aux_5: 0.4940 (0.5540)  loss_giou_dn_0: 0.5381 (0.5704)  loss_giou_dn_1: 0.4288 (0.4630)  loss_giou_dn_2: 0.3970 (0.4325)  loss_giou_dn_3: 0.3853 (0.4242)  loss_giou_dn_4: 0.3823 (0.4221)  loss_giou_dn_5: 0.3825 (0.4223)  loss_vfl: 0.6611 (0.6669)  loss_vfl_aux_0: 0.7622 (0.7679)  loss_vfl_aux_1: 0.7151 (0.7211)  loss_vfl_aux_2: 0.6872 (0.6929)  loss_vfl_aux_3: 0.6782 (0.6787)  loss_vfl_aux_4: 0.6599 (0.6710)  loss_vfl_aux_5: 0.7803 (0.7533)  loss_vfl_dn_0: 0.4457 (0.4489)  loss_vfl_dn_1: 0.3781 (0.3833)  loss_vfl_dn_2: 0.3618 (0.3676)  loss_vfl_dn_3: 0.3578 (0.3603)  loss_vfl_dn_4: 0.3537 (0.3578)  loss_vfl_dn_5: 0.3531 (0.3571)  time: 0.4885  data: 0.0139  max mem: 5654
Epoch: [51]  [6700/7393]  eta: 0:05:39  lr: 0.000010  loss: 15.7552 (15.6030)  loss_bbox: 0.1523 (0.1506)  loss_bbox_aux_0: 0.1722 (0.1635)  loss_bbox_aux_1: 0.1611 (0.1556)  loss_bbox_aux_2: 0.1584 (0.1531)  loss_bbox_aux_3: 0.1577 (0.1512)  loss_bbox_aux_4: 0.1558 (0.1505)  loss_bbox_aux_5: 0.2056 (0.1991)  loss_bbox_dn_0: 0.2713 (0.2618)  loss_bbox_dn_1: 0.1982 (0.1919)  loss_bbox_dn_2: 0.1703 (0.1717)  loss_bbox_dn_3: 0.1631 (0.1658)  loss_bbox_dn_4: 0.1609 (0.1644)  loss_bbox_dn_5: 0.1610 (0.1644)  loss_giou: 0.4432 (0.4671)  loss_giou_aux_0: 0.4734 (0.4909)  loss_giou_aux_1: 0.4722 (0.4774)  loss_giou_aux_2: 0.4507 (0.4718)  loss_giou_aux_3: 0.4474 (0.4684)  loss_giou_aux_4: 0.4473 (0.4671)  loss_giou_aux_5: 0.5447 (0.5540)  loss_giou_dn_0: 0.5541 (0.5705)  loss_giou_dn_1: 0.4376 (0.4630)  loss_giou_dn_2: 0.4071 (0.4325)  loss_giou_dn_3: 0.4014 (0.4242)  loss_giou_dn_4: 0.3984 (0.4222)  loss_giou_dn_5: 0.3985 (0.4223)  loss_vfl: 0.6670 (0.6671)  loss_vfl_aux_0: 0.7776 (0.7681)  loss_vfl_aux_1: 0.7223 (0.7212)  loss_vfl_aux_2: 0.7084 (0.6931)  loss_vfl_aux_3: 0.6842 (0.6788)  loss_vfl_aux_4: 0.6701 (0.6712)  loss_vfl_aux_5: 0.7639 (0.7535)  loss_vfl_dn_0: 0.4467 (0.4490)  loss_vfl_dn_1: 0.3832 (0.3833)  loss_vfl_dn_2: 0.3716 (0.3676)  loss_vfl_dn_3: 0.3613 (0.3604)  loss_vfl_dn_4: 0.3594 (0.3579)  loss_vfl_dn_5: 0.3592 (0.3571)  time: 0.4789  data: 0.0141  max mem: 5654
Epoch: [51]  [6800/7393]  eta: 0:04:50  lr: 0.000010  loss: 15.2573 (15.6019)  loss_bbox: 0.1373 (0.1506)  loss_bbox_aux_0: 0.1391 (0.1634)  loss_bbox_aux_1: 0.1390 (0.1556)  loss_bbox_aux_2: 0.1353 (0.1530)  loss_bbox_aux_3: 0.1350 (0.1512)  loss_bbox_aux_4: 0.1360 (0.1505)  loss_bbox_aux_5: 0.1832 (0.1990)  loss_bbox_dn_0: 0.2161 (0.2616)  loss_bbox_dn_1: 0.1601 (0.1917)  loss_bbox_dn_2: 0.1373 (0.1715)  loss_bbox_dn_3: 0.1331 (0.1656)  loss_bbox_dn_4: 0.1322 (0.1642)  loss_bbox_dn_5: 0.1321 (0.1642)  loss_giou: 0.5069 (0.4672)  loss_giou_aux_0: 0.5102 (0.4909)  loss_giou_aux_1: 0.4996 (0.4775)  loss_giou_aux_2: 0.4991 (0.4718)  loss_giou_aux_3: 0.5030 (0.4685)  loss_giou_aux_4: 0.5020 (0.4672)  loss_giou_aux_5: 0.5633 (0.5541)  loss_giou_dn_0: 0.5888 (0.5705)  loss_giou_dn_1: 0.4806 (0.4630)  loss_giou_dn_2: 0.4432 (0.4325)  loss_giou_dn_3: 0.4407 (0.4242)  loss_giou_dn_4: 0.4380 (0.4221)  loss_giou_dn_5: 0.4379 (0.4223)  loss_vfl: 0.6598 (0.6670)  loss_vfl_aux_0: 0.7659 (0.7680)  loss_vfl_aux_1: 0.7135 (0.7211)  loss_vfl_aux_2: 0.6881 (0.6931)  loss_vfl_aux_3: 0.6639 (0.6788)  loss_vfl_aux_4: 0.6657 (0.6711)  loss_vfl_aux_5: 0.7209 (0.7533)  loss_vfl_dn_0: 0.4498 (0.4490)  loss_vfl_dn_1: 0.3842 (0.3834)  loss_vfl_dn_2: 0.3678 (0.3676)  loss_vfl_dn_3: 0.3588 (0.3604)  loss_vfl_dn_4: 0.3581 (0.3579)  loss_vfl_dn_5: 0.3571 (0.3571)  time: 0.4900  data: 0.0140  max mem: 5654
Epoch: [51]  [6900/7393]  eta: 0:04:01  lr: 0.000010  loss: 15.2255 (15.6030)  loss_bbox: 0.1372 (0.1505)  loss_bbox_aux_0: 0.1492 (0.1634)  loss_bbox_aux_1: 0.1453 (0.1555)  loss_bbox_aux_2: 0.1452 (0.1530)  loss_bbox_aux_3: 0.1452 (0.1511)  loss_bbox_aux_4: 0.1416 (0.1504)  loss_bbox_aux_5: 0.1938 (0.1990)  loss_bbox_dn_0: 0.2218 (0.2615)  loss_bbox_dn_1: 0.1714 (0.1916)  loss_bbox_dn_2: 0.1537 (0.1714)  loss_bbox_dn_3: 0.1446 (0.1655)  loss_bbox_dn_4: 0.1387 (0.1641)  loss_bbox_dn_5: 0.1386 (0.1641)  loss_giou: 0.4486 (0.4674)  loss_giou_aux_0: 0.4690 (0.4911)  loss_giou_aux_1: 0.4541 (0.4777)  loss_giou_aux_2: 0.4574 (0.4721)  loss_giou_aux_3: 0.4459 (0.4687)  loss_giou_aux_4: 0.4579 (0.4675)  loss_giou_aux_5: 0.5436 (0.5543)  loss_giou_dn_0: 0.5516 (0.5706)  loss_giou_dn_1: 0.4322 (0.4632)  loss_giou_dn_2: 0.4000 (0.4326)  loss_giou_dn_3: 0.3907 (0.4244)  loss_giou_dn_4: 0.3894 (0.4223)  loss_giou_dn_5: 0.3894 (0.4225)  loss_vfl: 0.6583 (0.6669)  loss_vfl_aux_0: 0.7441 (0.7679)  loss_vfl_aux_1: 0.6891 (0.7211)  loss_vfl_aux_2: 0.6653 (0.6930)  loss_vfl_aux_3: 0.6611 (0.6787)  loss_vfl_aux_4: 0.6441 (0.6710)  loss_vfl_aux_5: 0.7240 (0.7532)  loss_vfl_dn_0: 0.4430 (0.4490)  loss_vfl_dn_1: 0.3865 (0.3834)  loss_vfl_dn_2: 0.3733 (0.3676)  loss_vfl_dn_3: 0.3654 (0.3604)  loss_vfl_dn_4: 0.3638 (0.3579)  loss_vfl_dn_5: 0.3630 (0.3572)  time: 0.4727  data: 0.0140  max mem: 5654
Epoch: [51]  [7000/7393]  eta: 0:03:12  lr: 0.000010  loss: 15.4759 (15.6005)  loss_bbox: 0.1457 (0.1505)  loss_bbox_aux_0: 0.1626 (0.1634)  loss_bbox_aux_1: 0.1529 (0.1555)  loss_bbox_aux_2: 0.1483 (0.1530)  loss_bbox_aux_3: 0.1496 (0.1511)  loss_bbox_aux_4: 0.1437 (0.1504)  loss_bbox_aux_5: 0.1960 (0.1990)  loss_bbox_dn_0: 0.2498 (0.2616)  loss_bbox_dn_1: 0.1865 (0.1917)  loss_bbox_dn_2: 0.1582 (0.1715)  loss_bbox_dn_3: 0.1513 (0.1655)  loss_bbox_dn_4: 0.1483 (0.1641)  loss_bbox_dn_5: 0.1484 (0.1642)  loss_giou: 0.4977 (0.4673)  loss_giou_aux_0: 0.5129 (0.4910)  loss_giou_aux_1: 0.4888 (0.4775)  loss_giou_aux_2: 0.4821 (0.4719)  loss_giou_aux_3: 0.5089 (0.4686)  loss_giou_aux_4: 0.4970 (0.4674)  loss_giou_aux_5: 0.5611 (0.5542)  loss_giou_dn_0: 0.5645 (0.5705)  loss_giou_dn_1: 0.4650 (0.4631)  loss_giou_dn_2: 0.4367 (0.4325)  loss_giou_dn_3: 0.4353 (0.4242)  loss_giou_dn_4: 0.4348 (0.4222)  loss_giou_dn_5: 0.4353 (0.4223)  loss_vfl: 0.6101 (0.6667)  loss_vfl_aux_0: 0.7336 (0.7678)  loss_vfl_aux_1: 0.6817 (0.7210)  loss_vfl_aux_2: 0.6462 (0.6929)  loss_vfl_aux_3: 0.6110 (0.6785)  loss_vfl_aux_4: 0.6059 (0.6708)  loss_vfl_aux_5: 0.7159 (0.7531)  loss_vfl_dn_0: 0.4424 (0.4490)  loss_vfl_dn_1: 0.3849 (0.3834)  loss_vfl_dn_2: 0.3687 (0.3676)  loss_vfl_dn_3: 0.3613 (0.3604)  loss_vfl_dn_4: 0.3590 (0.3579)  loss_vfl_dn_5: 0.3589 (0.3571)  time: 0.4766  data: 0.0136  max mem: 5654
Epoch: [51]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 15.1221 (15.5983)  loss_bbox: 0.1448 (0.1505)  loss_bbox_aux_0: 0.1538 (0.1633)  loss_bbox_aux_1: 0.1460 (0.1555)  loss_bbox_aux_2: 0.1446 (0.1530)  loss_bbox_aux_3: 0.1507 (0.1511)  loss_bbox_aux_4: 0.1457 (0.1504)  loss_bbox_aux_5: 0.1879 (0.1990)  loss_bbox_dn_0: 0.2587 (0.2616)  loss_bbox_dn_1: 0.1853 (0.1917)  loss_bbox_dn_2: 0.1744 (0.1715)  loss_bbox_dn_3: 0.1681 (0.1655)  loss_bbox_dn_4: 0.1667 (0.1641)  loss_bbox_dn_5: 0.1667 (0.1641)  loss_giou: 0.4238 (0.4673)  loss_giou_aux_0: 0.4361 (0.4909)  loss_giou_aux_1: 0.4213 (0.4775)  loss_giou_aux_2: 0.4293 (0.4719)  loss_giou_aux_3: 0.4237 (0.4686)  loss_giou_aux_4: 0.4257 (0.4674)  loss_giou_aux_5: 0.4946 (0.5541)  loss_giou_dn_0: 0.5411 (0.5704)  loss_giou_dn_1: 0.4331 (0.4630)  loss_giou_dn_2: 0.4046 (0.4324)  loss_giou_dn_3: 0.3970 (0.4242)  loss_giou_dn_4: 0.3962 (0.4221)  loss_giou_dn_5: 0.3963 (0.4223)  loss_vfl: 0.6701 (0.6665)  loss_vfl_aux_0: 0.7595 (0.7677)  loss_vfl_aux_1: 0.7204 (0.7208)  loss_vfl_aux_2: 0.6878 (0.6927)  loss_vfl_aux_3: 0.6713 (0.6783)  loss_vfl_aux_4: 0.6633 (0.6706)  loss_vfl_aux_5: 0.7302 (0.7529)  loss_vfl_dn_0: 0.4476 (0.4489)  loss_vfl_dn_1: 0.3829 (0.3834)  loss_vfl_dn_2: 0.3664 (0.3676)  loss_vfl_dn_3: 0.3575 (0.3603)  loss_vfl_dn_4: 0.3553 (0.3578)  loss_vfl_dn_5: 0.3547 (0.3571)  time: 0.4863  data: 0.0141  max mem: 5654
Epoch: [51]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.8032 (15.5970)  loss_bbox: 0.1465 (0.1506)  loss_bbox_aux_0: 0.1640 (0.1634)  loss_bbox_aux_1: 0.1585 (0.1555)  loss_bbox_aux_2: 0.1535 (0.1530)  loss_bbox_aux_3: 0.1476 (0.1512)  loss_bbox_aux_4: 0.1462 (0.1505)  loss_bbox_aux_5: 0.1884 (0.1991)  loss_bbox_dn_0: 0.2355 (0.2617)  loss_bbox_dn_1: 0.1703 (0.1918)  loss_bbox_dn_2: 0.1560 (0.1715)  loss_bbox_dn_3: 0.1525 (0.1656)  loss_bbox_dn_4: 0.1538 (0.1642)  loss_bbox_dn_5: 0.1538 (0.1642)  loss_giou: 0.4572 (0.4671)  loss_giou_aux_0: 0.4813 (0.4907)  loss_giou_aux_1: 0.4619 (0.4773)  loss_giou_aux_2: 0.4610 (0.4717)  loss_giou_aux_3: 0.4615 (0.4684)  loss_giou_aux_4: 0.4566 (0.4672)  loss_giou_aux_5: 0.5638 (0.5539)  loss_giou_dn_0: 0.5820 (0.5703)  loss_giou_dn_1: 0.4740 (0.4628)  loss_giou_dn_2: 0.4355 (0.4323)  loss_giou_dn_3: 0.4222 (0.4240)  loss_giou_dn_4: 0.4202 (0.4220)  loss_giou_dn_5: 0.4203 (0.4221)  loss_vfl: 0.6892 (0.6665)  loss_vfl_aux_0: 0.7810 (0.7678)  loss_vfl_aux_1: 0.7480 (0.7210)  loss_vfl_aux_2: 0.7233 (0.6927)  loss_vfl_aux_3: 0.7013 (0.6782)  loss_vfl_aux_4: 0.6950 (0.6706)  loss_vfl_aux_5: 0.7655 (0.7529)  loss_vfl_dn_0: 0.4518 (0.4489)  loss_vfl_dn_1: 0.3891 (0.3834)  loss_vfl_dn_2: 0.3773 (0.3676)  loss_vfl_dn_3: 0.3679 (0.3603)  loss_vfl_dn_4: 0.3660 (0.3578)  loss_vfl_dn_5: 0.3642 (0.3571)  time: 0.4902  data: 0.0140  max mem: 5654
Epoch: [51]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.5585 (15.5965)  loss_bbox: 0.1457 (0.1506)  loss_bbox_aux_0: 0.1614 (0.1633)  loss_bbox_aux_1: 0.1511 (0.1555)  loss_bbox_aux_2: 0.1444 (0.1529)  loss_bbox_aux_3: 0.1518 (0.1512)  loss_bbox_aux_4: 0.1457 (0.1505)  loss_bbox_aux_5: 0.1915 (0.1990)  loss_bbox_dn_0: 0.2536 (0.2616)  loss_bbox_dn_1: 0.1831 (0.1917)  loss_bbox_dn_2: 0.1705 (0.1714)  loss_bbox_dn_3: 0.1626 (0.1655)  loss_bbox_dn_4: 0.1605 (0.1641)  loss_bbox_dn_5: 0.1603 (0.1641)  loss_giou: 0.4827 (0.4672)  loss_giou_aux_0: 0.4984 (0.4908)  loss_giou_aux_1: 0.4806 (0.4774)  loss_giou_aux_2: 0.4619 (0.4717)  loss_giou_aux_3: 0.4821 (0.4685)  loss_giou_aux_4: 0.4827 (0.4673)  loss_giou_aux_5: 0.5707 (0.5540)  loss_giou_dn_0: 0.5673 (0.5703)  loss_giou_dn_1: 0.4454 (0.4628)  loss_giou_dn_2: 0.4197 (0.4323)  loss_giou_dn_3: 0.4162 (0.4240)  loss_giou_dn_4: 0.4143 (0.4219)  loss_giou_dn_5: 0.4146 (0.4221)  loss_vfl: 0.6580 (0.6664)  loss_vfl_aux_0: 0.7270 (0.7678)  loss_vfl_aux_1: 0.7011 (0.7210)  loss_vfl_aux_2: 0.6738 (0.6928)  loss_vfl_aux_3: 0.6697 (0.6781)  loss_vfl_aux_4: 0.6619 (0.6705)  loss_vfl_aux_5: 0.7135 (0.7529)  loss_vfl_dn_0: 0.4493 (0.4489)  loss_vfl_dn_1: 0.3873 (0.3834)  loss_vfl_dn_2: 0.3697 (0.3676)  loss_vfl_dn_3: 0.3619 (0.3603)  loss_vfl_dn_4: 0.3612 (0.3578)  loss_vfl_dn_5: 0.3617 (0.3571)  time: 0.4826  data: 0.0139  max mem: 5654
Epoch: [51]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.7237 (15.5972)  loss_bbox: 0.1529 (0.1506)  loss_bbox_aux_0: 0.1703 (0.1633)  loss_bbox_aux_1: 0.1602 (0.1555)  loss_bbox_aux_2: 0.1509 (0.1529)  loss_bbox_aux_3: 0.1509 (0.1512)  loss_bbox_aux_4: 0.1569 (0.1505)  loss_bbox_aux_5: 0.2038 (0.1990)  loss_bbox_dn_0: 0.2602 (0.2615)  loss_bbox_dn_1: 0.1885 (0.1916)  loss_bbox_dn_2: 0.1747 (0.1714)  loss_bbox_dn_3: 0.1684 (0.1654)  loss_bbox_dn_4: 0.1677 (0.1640)  loss_bbox_dn_5: 0.1678 (0.1641)  loss_giou: 0.4395 (0.4676)  loss_giou_aux_0: 0.4741 (0.4910)  loss_giou_aux_1: 0.4716 (0.4776)  loss_giou_aux_2: 0.4430 (0.4719)  loss_giou_aux_3: 0.4392 (0.4689)  loss_giou_aux_4: 0.4396 (0.4677)  loss_giou_aux_5: 0.5290 (0.5542)  loss_giou_dn_0: 0.5504 (0.5704)  loss_giou_dn_1: 0.4498 (0.4629)  loss_giou_dn_2: 0.4128 (0.4323)  loss_giou_dn_3: 0.4025 (0.4241)  loss_giou_dn_4: 0.4001 (0.4220)  loss_giou_dn_5: 0.4001 (0.4222)  loss_vfl: 0.6509 (0.6661)  loss_vfl_aux_0: 0.7600 (0.7677)  loss_vfl_aux_1: 0.7129 (0.7209)  loss_vfl_aux_2: 0.6876 (0.6927)  loss_vfl_aux_3: 0.6779 (0.6779)  loss_vfl_aux_4: 0.6519 (0.6702)  loss_vfl_aux_5: 0.7264 (0.7528)  loss_vfl_dn_0: 0.4449 (0.4489)  loss_vfl_dn_1: 0.3790 (0.3833)  loss_vfl_dn_2: 0.3626 (0.3675)  loss_vfl_dn_3: 0.3552 (0.3603)  loss_vfl_dn_4: 0.3526 (0.3578)  loss_vfl_dn_5: 0.3522 (0.3571)  time: 0.4837  data: 0.0142  max mem: 5654
Epoch: [51] Total time: 1:00:16 (0.4892 s / it)
Averaged stats: lr: 0.000010  loss: 15.7237 (15.5972)  loss_bbox: 0.1529 (0.1506)  loss_bbox_aux_0: 0.1703 (0.1633)  loss_bbox_aux_1: 0.1602 (0.1555)  loss_bbox_aux_2: 0.1509 (0.1529)  loss_bbox_aux_3: 0.1509 (0.1512)  loss_bbox_aux_4: 0.1569 (0.1505)  loss_bbox_aux_5: 0.2038 (0.1990)  loss_bbox_dn_0: 0.2602 (0.2615)  loss_bbox_dn_1: 0.1885 (0.1916)  loss_bbox_dn_2: 0.1747 (0.1714)  loss_bbox_dn_3: 0.1684 (0.1654)  loss_bbox_dn_4: 0.1677 (0.1640)  loss_bbox_dn_5: 0.1678 (0.1641)  loss_giou: 0.4395 (0.4676)  loss_giou_aux_0: 0.4741 (0.4910)  loss_giou_aux_1: 0.4716 (0.4776)  loss_giou_aux_2: 0.4430 (0.4719)  loss_giou_aux_3: 0.4392 (0.4689)  loss_giou_aux_4: 0.4396 (0.4677)  loss_giou_aux_5: 0.5290 (0.5542)  loss_giou_dn_0: 0.5504 (0.5704)  loss_giou_dn_1: 0.4498 (0.4629)  loss_giou_dn_2: 0.4128 (0.4323)  loss_giou_dn_3: 0.4025 (0.4241)  loss_giou_dn_4: 0.4001 (0.4220)  loss_giou_dn_5: 0.4001 (0.4222)  loss_vfl: 0.6509 (0.6661)  loss_vfl_aux_0: 0.7600 (0.7677)  loss_vfl_aux_1: 0.7129 (0.7209)  loss_vfl_aux_2: 0.6876 (0.6927)  loss_vfl_aux_3: 0.6779 (0.6779)  loss_vfl_aux_4: 0.6519 (0.6702)  loss_vfl_aux_5: 0.7264 (0.7528)  loss_vfl_dn_0: 0.4449 (0.4489)  loss_vfl_dn_1: 0.3790 (0.3833)  loss_vfl_dn_2: 0.3626 (0.3675)  loss_vfl_dn_3: 0.3552 (0.3603)  loss_vfl_dn_4: 0.3526 (0.3578)  loss_vfl_dn_5: 0.3522 (0.3571)
Test:  [  0/157]  eta: 0:04:24    time: 1.6862  data: 1.2388  max mem: 5654
Test:  [ 10/157]  eta: 0:01:16    time: 0.5182  data: 0.1371  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3961  data: 0.0266  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3905  data: 0.0265  max mem: 5654
Test:  [ 40/157]  eta: 0:01:08    time: 0.7260  data: 0.0261  max mem: 5654
Test:  [ 50/157]  eta: 0:00:59    time: 0.7326  data: 0.0261  max mem: 5654
Test:  [ 60/157]  eta: 0:00:51    time: 0.4079  data: 0.0270  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.3977  data: 0.0266  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.3958  data: 0.0269  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.4057  data: 0.0271  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3965  data: 0.0263  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.4015  data: 0.0266  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3989  data: 0.0268  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3908  data: 0.0263  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3869  data: 0.0262  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6643  data: 0.0262  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6527  data: 0.0249  max mem: 5654
Test: Total time: 0:01:15 (0.4834 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=34.69s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.528
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.709
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.571
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.352
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.572
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.706
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.654
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.721
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.554
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.769
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.888
best_stat:  {'epoch': 49, 'coco_eval_bbox': 0.5287010443147385}
Epoch: [52]  [   0/7393]  eta: 21:29:22  lr: 0.000010  loss: 16.7434 (16.7434)  loss_bbox: 0.1545 (0.1545)  loss_bbox_aux_0: 0.1795 (0.1795)  loss_bbox_aux_1: 0.1643 (0.1643)  loss_bbox_aux_2: 0.1581 (0.1581)  loss_bbox_aux_3: 0.1582 (0.1582)  loss_bbox_aux_4: 0.1568 (0.1568)  loss_bbox_aux_5: 0.2195 (0.2195)  loss_bbox_dn_0: 0.3222 (0.3222)  loss_bbox_dn_1: 0.2557 (0.2557)  loss_bbox_dn_2: 0.2194 (0.2194)  loss_bbox_dn_3: 0.2136 (0.2136)  loss_bbox_dn_4: 0.2097 (0.2097)  loss_bbox_dn_5: 0.2109 (0.2109)  loss_giou: 0.3918 (0.3918)  loss_giou_aux_0: 0.4334 (0.4334)  loss_giou_aux_1: 0.4125 (0.4125)  loss_giou_aux_2: 0.3965 (0.3965)  loss_giou_aux_3: 0.3974 (0.3974)  loss_giou_aux_4: 0.3985 (0.3985)  loss_giou_aux_5: 0.5178 (0.5178)  loss_giou_dn_0: 0.5696 (0.5696)  loss_giou_dn_1: 0.4687 (0.4687)  loss_giou_dn_2: 0.4339 (0.4339)  loss_giou_dn_3: 0.4227 (0.4227)  loss_giou_dn_4: 0.4203 (0.4203)  loss_giou_dn_5: 0.4205 (0.4205)  loss_vfl: 0.8278 (0.8278)  loss_vfl_aux_0: 0.9067 (0.9067)  loss_vfl_aux_1: 0.8486 (0.8486)  loss_vfl_aux_2: 0.8406 (0.8406)  loss_vfl_aux_3: 0.8338 (0.8338)  loss_vfl_aux_4: 0.8180 (0.8180)  loss_vfl_aux_5: 0.8777 (0.8777)  loss_vfl_dn_0: 0.4915 (0.4915)  loss_vfl_dn_1: 0.4213 (0.4213)  loss_vfl_dn_2: 0.4018 (0.4018)  loss_vfl_dn_3: 0.3933 (0.3933)  loss_vfl_dn_4: 0.3883 (0.3883)  loss_vfl_dn_5: 0.3884 (0.3884)  time: 10.4643  data: 3.4731  max mem: 5654
Epoch: [52]  [ 100/7393]  eta: 1:10:27  lr: 0.000010  loss: 15.3366 (15.5522)  loss_bbox: 0.1441 (0.1518)  loss_bbox_aux_0: 0.1495 (0.1641)  loss_bbox_aux_1: 0.1465 (0.1562)  loss_bbox_aux_2: 0.1433 (0.1556)  loss_bbox_aux_3: 0.1412 (0.1525)  loss_bbox_aux_4: 0.1382 (0.1525)  loss_bbox_aux_5: 0.1807 (0.1996)  loss_bbox_dn_0: 0.2469 (0.2653)  loss_bbox_dn_1: 0.1750 (0.1943)  loss_bbox_dn_2: 0.1498 (0.1735)  loss_bbox_dn_3: 0.1498 (0.1678)  loss_bbox_dn_4: 0.1480 (0.1664)  loss_bbox_dn_5: 0.1480 (0.1664)  loss_giou: 0.4328 (0.4610)  loss_giou_aux_0: 0.4615 (0.4839)  loss_giou_aux_1: 0.4361 (0.4699)  loss_giou_aux_2: 0.4496 (0.4666)  loss_giou_aux_3: 0.4353 (0.4620)  loss_giou_aux_4: 0.4327 (0.4620)  loss_giou_aux_5: 0.5282 (0.5479)  loss_giou_dn_0: 0.5479 (0.5647)  loss_giou_dn_1: 0.4399 (0.4562)  loss_giou_dn_2: 0.4106 (0.4260)  loss_giou_dn_3: 0.4039 (0.4178)  loss_giou_dn_4: 0.4020 (0.4157)  loss_giou_dn_5: 0.4019 (0.4159)  loss_vfl: 0.6709 (0.6688)  loss_vfl_aux_0: 0.7820 (0.7667)  loss_vfl_aux_1: 0.7481 (0.7198)  loss_vfl_aux_2: 0.6974 (0.6889)  loss_vfl_aux_3: 0.7035 (0.6821)  loss_vfl_aux_4: 0.6738 (0.6700)  loss_vfl_aux_5: 0.7641 (0.7518)  loss_vfl_dn_0: 0.4480 (0.4508)  loss_vfl_dn_1: 0.3808 (0.3858)  loss_vfl_dn_2: 0.3676 (0.3701)  loss_vfl_dn_3: 0.3580 (0.3623)  loss_vfl_dn_4: 0.3552 (0.3599)  loss_vfl_dn_5: 0.3554 (0.3595)  time: 0.4749  data: 0.0151  max mem: 5654
Epoch: [52]  [ 200/7393]  eta: 1:03:36  lr: 0.000010  loss: 15.2227 (15.5095)  loss_bbox: 0.1370 (0.1474)  loss_bbox_aux_0: 0.1465 (0.1599)  loss_bbox_aux_1: 0.1438 (0.1525)  loss_bbox_aux_2: 0.1404 (0.1508)  loss_bbox_aux_3: 0.1384 (0.1484)  loss_bbox_aux_4: 0.1379 (0.1479)  loss_bbox_aux_5: 0.1826 (0.1952)  loss_bbox_dn_0: 0.2357 (0.2580)  loss_bbox_dn_1: 0.1758 (0.1886)  loss_bbox_dn_2: 0.1553 (0.1689)  loss_bbox_dn_3: 0.1506 (0.1632)  loss_bbox_dn_4: 0.1486 (0.1618)  loss_bbox_dn_5: 0.1486 (0.1618)  loss_giou: 0.4347 (0.4652)  loss_giou_aux_0: 0.4575 (0.4879)  loss_giou_aux_1: 0.4550 (0.4745)  loss_giou_aux_2: 0.4403 (0.4705)  loss_giou_aux_3: 0.4348 (0.4662)  loss_giou_aux_4: 0.4377 (0.4661)  loss_giou_aux_5: 0.5274 (0.5516)  loss_giou_dn_0: 0.5462 (0.5679)  loss_giou_dn_1: 0.4415 (0.4593)  loss_giou_dn_2: 0.4088 (0.4294)  loss_giou_dn_3: 0.4030 (0.4213)  loss_giou_dn_4: 0.4015 (0.4192)  loss_giou_dn_5: 0.4015 (0.4193)  loss_vfl: 0.6611 (0.6650)  loss_vfl_aux_0: 0.7550 (0.7633)  loss_vfl_aux_1: 0.7020 (0.7156)  loss_vfl_aux_2: 0.6752 (0.6856)  loss_vfl_aux_3: 0.6772 (0.6778)  loss_vfl_aux_4: 0.6655 (0.6664)  loss_vfl_aux_5: 0.7247 (0.7502)  loss_vfl_dn_0: 0.4523 (0.4495)  loss_vfl_dn_1: 0.3894 (0.3844)  loss_vfl_dn_2: 0.3713 (0.3690)  loss_vfl_dn_3: 0.3644 (0.3619)  loss_vfl_dn_4: 0.3635 (0.3592)  loss_vfl_dn_5: 0.3631 (0.3586)  time: 0.4872  data: 0.0143  max mem: 5654
Epoch: [52]  [ 300/7393]  eta: 1:00:59  lr: 0.000010  loss: 16.3431 (15.5521)  loss_bbox: 0.1668 (0.1491)  loss_bbox_aux_0: 0.1711 (0.1618)  loss_bbox_aux_1: 0.1673 (0.1549)  loss_bbox_aux_2: 0.1732 (0.1527)  loss_bbox_aux_3: 0.1654 (0.1500)  loss_bbox_aux_4: 0.1673 (0.1492)  loss_bbox_aux_5: 0.2225 (0.1967)  loss_bbox_dn_0: 0.2641 (0.2572)  loss_bbox_dn_1: 0.1978 (0.1885)  loss_bbox_dn_2: 0.1808 (0.1685)  loss_bbox_dn_3: 0.1759 (0.1628)  loss_bbox_dn_4: 0.1734 (0.1615)  loss_bbox_dn_5: 0.1736 (0.1615)  loss_giou: 0.4527 (0.4682)  loss_giou_aux_0: 0.4584 (0.4908)  loss_giou_aux_1: 0.4306 (0.4778)  loss_giou_aux_2: 0.4128 (0.4728)  loss_giou_aux_3: 0.4479 (0.4690)  loss_giou_aux_4: 0.4530 (0.4685)  loss_giou_aux_5: 0.5268 (0.5540)  loss_giou_dn_0: 0.5643 (0.5700)  loss_giou_dn_1: 0.4517 (0.4618)  loss_giou_dn_2: 0.4218 (0.4317)  loss_giou_dn_3: 0.4113 (0.4236)  loss_giou_dn_4: 0.4087 (0.4216)  loss_giou_dn_5: 0.4086 (0.4217)  loss_vfl: 0.6736 (0.6660)  loss_vfl_aux_0: 0.7319 (0.7604)  loss_vfl_aux_1: 0.7081 (0.7133)  loss_vfl_aux_2: 0.6771 (0.6871)  loss_vfl_aux_3: 0.6704 (0.6787)  loss_vfl_aux_4: 0.6712 (0.6690)  loss_vfl_aux_5: 0.7319 (0.7494)  loss_vfl_dn_0: 0.4502 (0.4493)  loss_vfl_dn_1: 0.3882 (0.3842)  loss_vfl_dn_2: 0.3733 (0.3689)  loss_vfl_dn_3: 0.3686 (0.3619)  loss_vfl_dn_4: 0.3635 (0.3593)  loss_vfl_dn_5: 0.3614 (0.3585)  time: 0.4773  data: 0.0146  max mem: 5654
Epoch: [52]  [ 400/7393]  eta: 0:59:08  lr: 0.000010  loss: 15.3711 (15.5576)  loss_bbox: 0.1565 (0.1487)  loss_bbox_aux_0: 0.1630 (0.1617)  loss_bbox_aux_1: 0.1651 (0.1544)  loss_bbox_aux_2: 0.1583 (0.1515)  loss_bbox_aux_3: 0.1591 (0.1494)  loss_bbox_aux_4: 0.1566 (0.1488)  loss_bbox_aux_5: 0.1920 (0.1964)  loss_bbox_dn_0: 0.2612 (0.2569)  loss_bbox_dn_1: 0.1890 (0.1873)  loss_bbox_dn_2: 0.1659 (0.1673)  loss_bbox_dn_3: 0.1550 (0.1615)  loss_bbox_dn_4: 0.1531 (0.1601)  loss_bbox_dn_5: 0.1532 (0.1602)  loss_giou: 0.4655 (0.4703)  loss_giou_aux_0: 0.4759 (0.4931)  loss_giou_aux_1: 0.4599 (0.4794)  loss_giou_aux_2: 0.4680 (0.4742)  loss_giou_aux_3: 0.4650 (0.4714)  loss_giou_aux_4: 0.4629 (0.4707)  loss_giou_aux_5: 0.5269 (0.5556)  loss_giou_dn_0: 0.5594 (0.5718)  loss_giou_dn_1: 0.4476 (0.4633)  loss_giou_dn_2: 0.4166 (0.4331)  loss_giou_dn_3: 0.4130 (0.4250)  loss_giou_dn_4: 0.4103 (0.4230)  loss_giou_dn_5: 0.4109 (0.4232)  loss_vfl: 0.6586 (0.6647)  loss_vfl_aux_0: 0.7669 (0.7591)  loss_vfl_aux_1: 0.7064 (0.7135)  loss_vfl_aux_2: 0.6756 (0.6882)  loss_vfl_aux_3: 0.6610 (0.6776)  loss_vfl_aux_4: 0.6638 (0.6675)  loss_vfl_aux_5: 0.7653 (0.7476)  loss_vfl_dn_0: 0.4434 (0.4490)  loss_vfl_dn_1: 0.3787 (0.3842)  loss_vfl_dn_2: 0.3659 (0.3688)  loss_vfl_dn_3: 0.3565 (0.3616)  loss_vfl_dn_4: 0.3564 (0.3590)  loss_vfl_dn_5: 0.3576 (0.3582)  time: 0.4809  data: 0.0149  max mem: 5654
Epoch: [52]  [ 500/7393]  eta: 0:57:43  lr: 0.000010  loss: 15.6643 (15.5909)  loss_bbox: 0.1432 (0.1492)  loss_bbox_aux_0: 0.1509 (0.1619)  loss_bbox_aux_1: 0.1426 (0.1546)  loss_bbox_aux_2: 0.1356 (0.1516)  loss_bbox_aux_3: 0.1351 (0.1497)  loss_bbox_aux_4: 0.1386 (0.1491)  loss_bbox_aux_5: 0.1853 (0.1961)  loss_bbox_dn_0: 0.2282 (0.2553)  loss_bbox_dn_1: 0.1795 (0.1864)  loss_bbox_dn_2: 0.1636 (0.1665)  loss_bbox_dn_3: 0.1604 (0.1607)  loss_bbox_dn_4: 0.1593 (0.1594)  loss_bbox_dn_5: 0.1594 (0.1594)  loss_giou: 0.5053 (0.4732)  loss_giou_aux_0: 0.5380 (0.4958)  loss_giou_aux_1: 0.5231 (0.4823)  loss_giou_aux_2: 0.5070 (0.4769)  loss_giou_aux_3: 0.4989 (0.4740)  loss_giou_aux_4: 0.5063 (0.4733)  loss_giou_aux_5: 0.5927 (0.5587)  loss_giou_dn_0: 0.5931 (0.5743)  loss_giou_dn_1: 0.4822 (0.4659)  loss_giou_dn_2: 0.4636 (0.4358)  loss_giou_dn_3: 0.4616 (0.4276)  loss_giou_dn_4: 0.4591 (0.4257)  loss_giou_dn_5: 0.4596 (0.4259)  loss_vfl: 0.6679 (0.6653)  loss_vfl_aux_0: 0.7518 (0.7579)  loss_vfl_aux_1: 0.7009 (0.7137)  loss_vfl_aux_2: 0.6920 (0.6884)  loss_vfl_aux_3: 0.6755 (0.6785)  loss_vfl_aux_4: 0.6698 (0.6685)  loss_vfl_aux_5: 0.7284 (0.7455)  loss_vfl_dn_0: 0.4436 (0.4493)  loss_vfl_dn_1: 0.3904 (0.3845)  loss_vfl_dn_2: 0.3769 (0.3692)  loss_vfl_dn_3: 0.3734 (0.3622)  loss_vfl_dn_4: 0.3697 (0.3597)  loss_vfl_dn_5: 0.3693 (0.3589)  time: 0.4802  data: 0.0154  max mem: 5654
Epoch: [52]  [ 600/7393]  eta: 0:56:32  lr: 0.000010  loss: 16.0410 (15.5880)  loss_bbox: 0.1441 (0.1483)  loss_bbox_aux_0: 0.1621 (0.1611)  loss_bbox_aux_1: 0.1579 (0.1538)  loss_bbox_aux_2: 0.1595 (0.1509)  loss_bbox_aux_3: 0.1438 (0.1489)  loss_bbox_aux_4: 0.1431 (0.1483)  loss_bbox_aux_5: 0.2035 (0.1952)  loss_bbox_dn_0: 0.2630 (0.2540)  loss_bbox_dn_1: 0.1956 (0.1856)  loss_bbox_dn_2: 0.1722 (0.1659)  loss_bbox_dn_3: 0.1649 (0.1601)  loss_bbox_dn_4: 0.1610 (0.1589)  loss_bbox_dn_5: 0.1612 (0.1589)  loss_giou: 0.4941 (0.4747)  loss_giou_aux_0: 0.5073 (0.4977)  loss_giou_aux_1: 0.5025 (0.4843)  loss_giou_aux_2: 0.4884 (0.4790)  loss_giou_aux_3: 0.4929 (0.4758)  loss_giou_aux_4: 0.4946 (0.4749)  loss_giou_aux_5: 0.5746 (0.5609)  loss_giou_dn_0: 0.6033 (0.5749)  loss_giou_dn_1: 0.4832 (0.4669)  loss_giou_dn_2: 0.4466 (0.4368)  loss_giou_dn_3: 0.4413 (0.4288)  loss_giou_dn_4: 0.4383 (0.4268)  loss_giou_dn_5: 0.4383 (0.4270)  loss_vfl: 0.6440 (0.6639)  loss_vfl_aux_0: 0.7413 (0.7571)  loss_vfl_aux_1: 0.6779 (0.7122)  loss_vfl_aux_2: 0.6624 (0.6864)  loss_vfl_aux_3: 0.6439 (0.6762)  loss_vfl_aux_4: 0.6507 (0.6671)  loss_vfl_aux_5: 0.7233 (0.7437)  loss_vfl_dn_0: 0.4485 (0.4490)  loss_vfl_dn_1: 0.3883 (0.3843)  loss_vfl_dn_2: 0.3715 (0.3691)  loss_vfl_dn_3: 0.3645 (0.3621)  loss_vfl_dn_4: 0.3623 (0.3596)  loss_vfl_dn_5: 0.3627 (0.3589)  time: 0.4842  data: 0.0153  max mem: 5654
Epoch: [52]  [ 700/7393]  eta: 0:55:20  lr: 0.000010  loss: 16.0145 (15.6289)  loss_bbox: 0.1450 (0.1490)  loss_bbox_aux_0: 0.1556 (0.1621)  loss_bbox_aux_1: 0.1494 (0.1544)  loss_bbox_aux_2: 0.1435 (0.1518)  loss_bbox_aux_3: 0.1472 (0.1497)  loss_bbox_aux_4: 0.1458 (0.1490)  loss_bbox_aux_5: 0.2139 (0.1965)  loss_bbox_dn_0: 0.2733 (0.2558)  loss_bbox_dn_1: 0.2009 (0.1871)  loss_bbox_dn_2: 0.1752 (0.1671)  loss_bbox_dn_3: 0.1753 (0.1613)  loss_bbox_dn_4: 0.1742 (0.1600)  loss_bbox_dn_5: 0.1742 (0.1600)  loss_giou: 0.4185 (0.4758)  loss_giou_aux_0: 0.4542 (0.4994)  loss_giou_aux_1: 0.4509 (0.4859)  loss_giou_aux_2: 0.4206 (0.4803)  loss_giou_aux_3: 0.4209 (0.4771)  loss_giou_aux_4: 0.4183 (0.4760)  loss_giou_aux_5: 0.5565 (0.5630)  loss_giou_dn_0: 0.5495 (0.5766)  loss_giou_dn_1: 0.4523 (0.4685)  loss_giou_dn_2: 0.4157 (0.4383)  loss_giou_dn_3: 0.4041 (0.4302)  loss_giou_dn_4: 0.3988 (0.4283)  loss_giou_dn_5: 0.3989 (0.4285)  loss_vfl: 0.6856 (0.6647)  loss_vfl_aux_0: 0.7906 (0.7586)  loss_vfl_aux_1: 0.7567 (0.7146)  loss_vfl_aux_2: 0.6994 (0.6875)  loss_vfl_aux_3: 0.6958 (0.6768)  loss_vfl_aux_4: 0.6859 (0.6682)  loss_vfl_aux_5: 0.7569 (0.7433)  loss_vfl_dn_0: 0.4563 (0.4490)  loss_vfl_dn_1: 0.3809 (0.3844)  loss_vfl_dn_2: 0.3611 (0.3692)  loss_vfl_dn_3: 0.3523 (0.3622)  loss_vfl_dn_4: 0.3479 (0.3597)  loss_vfl_dn_5: 0.3494 (0.3590)  time: 0.4712  data: 0.0147  max mem: 5654
Epoch: [52]  [ 800/7393]  eta: 0:54:19  lr: 0.000010  loss: 15.8815 (15.6494)  loss_bbox: 0.1523 (0.1496)  loss_bbox_aux_0: 0.1636 (0.1627)  loss_bbox_aux_1: 0.1561 (0.1551)  loss_bbox_aux_2: 0.1549 (0.1525)  loss_bbox_aux_3: 0.1551 (0.1504)  loss_bbox_aux_4: 0.1459 (0.1495)  loss_bbox_aux_5: 0.2018 (0.1975)  loss_bbox_dn_0: 0.2546 (0.2574)  loss_bbox_dn_1: 0.1912 (0.1882)  loss_bbox_dn_2: 0.1632 (0.1682)  loss_bbox_dn_3: 0.1600 (0.1624)  loss_bbox_dn_4: 0.1590 (0.1610)  loss_bbox_dn_5: 0.1589 (0.1610)  loss_giou: 0.4902 (0.4761)  loss_giou_aux_0: 0.5089 (0.4995)  loss_giou_aux_1: 0.5148 (0.4863)  loss_giou_aux_2: 0.5079 (0.4808)  loss_giou_aux_3: 0.4945 (0.4774)  loss_giou_aux_4: 0.4904 (0.4763)  loss_giou_aux_5: 0.5640 (0.5633)  loss_giou_dn_0: 0.5780 (0.5771)  loss_giou_dn_1: 0.4614 (0.4689)  loss_giou_dn_2: 0.4251 (0.4386)  loss_giou_dn_3: 0.4141 (0.4305)  loss_giou_dn_4: 0.4132 (0.4284)  loss_giou_dn_5: 0.4135 (0.4286)  loss_vfl: 0.6350 (0.6651)  loss_vfl_aux_0: 0.7271 (0.7604)  loss_vfl_aux_1: 0.6720 (0.7153)  loss_vfl_aux_2: 0.6687 (0.6879)  loss_vfl_aux_3: 0.6411 (0.6770)  loss_vfl_aux_4: 0.6442 (0.6688)  loss_vfl_aux_5: 0.7367 (0.7441)  loss_vfl_dn_0: 0.4422 (0.4491)  loss_vfl_dn_1: 0.3855 (0.3845)  loss_vfl_dn_2: 0.3628 (0.3692)  loss_vfl_dn_3: 0.3527 (0.3622)  loss_vfl_dn_4: 0.3495 (0.3597)  loss_vfl_dn_5: 0.3501 (0.3589)  time: 0.4764  data: 0.0153  max mem: 5654
Epoch: [52]  [ 900/7393]  eta: 0:53:20  lr: 0.000010  loss: 15.1923 (15.6375)  loss_bbox: 0.1304 (0.1493)  loss_bbox_aux_0: 0.1464 (0.1625)  loss_bbox_aux_1: 0.1344 (0.1547)  loss_bbox_aux_2: 0.1350 (0.1523)  loss_bbox_aux_3: 0.1316 (0.1501)  loss_bbox_aux_4: 0.1301 (0.1491)  loss_bbox_aux_5: 0.1722 (0.1969)  loss_bbox_dn_0: 0.1898 (0.2566)  loss_bbox_dn_1: 0.1382 (0.1876)  loss_bbox_dn_2: 0.1258 (0.1677)  loss_bbox_dn_3: 0.1230 (0.1619)  loss_bbox_dn_4: 0.1216 (0.1606)  loss_bbox_dn_5: 0.1216 (0.1606)  loss_giou: 0.5001 (0.4758)  loss_giou_aux_0: 0.5180 (0.4993)  loss_giou_aux_1: 0.5062 (0.4858)  loss_giou_aux_2: 0.4952 (0.4806)  loss_giou_aux_3: 0.5026 (0.4771)  loss_giou_aux_4: 0.5013 (0.4758)  loss_giou_aux_5: 0.5866 (0.5629)  loss_giou_dn_0: 0.5758 (0.5767)  loss_giou_dn_1: 0.4603 (0.4686)  loss_giou_dn_2: 0.4306 (0.4382)  loss_giou_dn_3: 0.4226 (0.4301)  loss_giou_dn_4: 0.4212 (0.4281)  loss_giou_dn_5: 0.4226 (0.4283)  loss_vfl: 0.6315 (0.6648)  loss_vfl_aux_0: 0.7113 (0.7596)  loss_vfl_aux_1: 0.6673 (0.7156)  loss_vfl_aux_2: 0.6405 (0.6875)  loss_vfl_aux_3: 0.6391 (0.6765)  loss_vfl_aux_4: 0.6338 (0.6686)  loss_vfl_aux_5: 0.7172 (0.7446)  loss_vfl_dn_0: 0.4378 (0.4491)  loss_vfl_dn_1: 0.3759 (0.3845)  loss_vfl_dn_2: 0.3587 (0.3690)  loss_vfl_dn_3: 0.3546 (0.3620)  loss_vfl_dn_4: 0.3535 (0.3595)  loss_vfl_dn_5: 0.3531 (0.3588)  time: 0.4818  data: 0.0145  max mem: 5654
Epoch: [52]  [1000/7393]  eta: 0:52:27  lr: 0.000010  loss: 15.7802 (15.6211)  loss_bbox: 0.1280 (0.1485)  loss_bbox_aux_0: 0.1533 (0.1617)  loss_bbox_aux_1: 0.1400 (0.1541)  loss_bbox_aux_2: 0.1339 (0.1514)  loss_bbox_aux_3: 0.1306 (0.1493)  loss_bbox_aux_4: 0.1315 (0.1483)  loss_bbox_aux_5: 0.1813 (0.1957)  loss_bbox_dn_0: 0.2207 (0.2549)  loss_bbox_dn_1: 0.1671 (0.1862)  loss_bbox_dn_2: 0.1455 (0.1664)  loss_bbox_dn_3: 0.1419 (0.1607)  loss_bbox_dn_4: 0.1405 (0.1593)  loss_bbox_dn_5: 0.1405 (0.1594)  loss_giou: 0.4873 (0.4766)  loss_giou_aux_0: 0.5118 (0.5003)  loss_giou_aux_1: 0.4910 (0.4868)  loss_giou_aux_2: 0.4802 (0.4816)  loss_giou_aux_3: 0.4752 (0.4781)  loss_giou_aux_4: 0.4756 (0.4768)  loss_giou_aux_5: 0.5725 (0.5639)  loss_giou_dn_0: 0.5742 (0.5768)  loss_giou_dn_1: 0.4731 (0.4686)  loss_giou_dn_2: 0.4380 (0.4382)  loss_giou_dn_3: 0.4261 (0.4301)  loss_giou_dn_4: 0.4248 (0.4281)  loss_giou_dn_5: 0.4248 (0.4283)  loss_vfl: 0.6591 (0.6636)  loss_vfl_aux_0: 0.7311 (0.7585)  loss_vfl_aux_1: 0.7113 (0.7142)  loss_vfl_aux_2: 0.6687 (0.6862)  loss_vfl_aux_3: 0.6843 (0.6753)  loss_vfl_aux_4: 0.6585 (0.6673)  loss_vfl_aux_5: 0.7282 (0.7434)  loss_vfl_dn_0: 0.4461 (0.4489)  loss_vfl_dn_1: 0.3895 (0.3844)  loss_vfl_dn_2: 0.3736 (0.3689)  loss_vfl_dn_3: 0.3647 (0.3619)  loss_vfl_dn_4: 0.3617 (0.3594)  loss_vfl_dn_5: 0.3604 (0.3587)  time: 0.4984  data: 0.0150  max mem: 5654
Epoch: [52]  [1100/7393]  eta: 0:51:32  lr: 0.000010  loss: 15.5163 (15.6195)  loss_bbox: 0.1432 (0.1486)  loss_bbox_aux_0: 0.1602 (0.1620)  loss_bbox_aux_1: 0.1474 (0.1542)  loss_bbox_aux_2: 0.1441 (0.1515)  loss_bbox_aux_3: 0.1427 (0.1493)  loss_bbox_aux_4: 0.1421 (0.1484)  loss_bbox_aux_5: 0.1985 (0.1961)  loss_bbox_dn_0: 0.2507 (0.2552)  loss_bbox_dn_1: 0.1859 (0.1864)  loss_bbox_dn_2: 0.1625 (0.1665)  loss_bbox_dn_3: 0.1563 (0.1607)  loss_bbox_dn_4: 0.1578 (0.1594)  loss_bbox_dn_5: 0.1578 (0.1594)  loss_giou: 0.4466 (0.4767)  loss_giou_aux_0: 0.4808 (0.5006)  loss_giou_aux_1: 0.4605 (0.4871)  loss_giou_aux_2: 0.4569 (0.4817)  loss_giou_aux_3: 0.4498 (0.4783)  loss_giou_aux_4: 0.4465 (0.4768)  loss_giou_aux_5: 0.5475 (0.5640)  loss_giou_dn_0: 0.5644 (0.5773)  loss_giou_dn_1: 0.4620 (0.4690)  loss_giou_dn_2: 0.4261 (0.4384)  loss_giou_dn_3: 0.4113 (0.4302)  loss_giou_dn_4: 0.4074 (0.4282)  loss_giou_dn_5: 0.4074 (0.4284)  loss_vfl: 0.6398 (0.6630)  loss_vfl_aux_0: 0.7197 (0.7578)  loss_vfl_aux_1: 0.6891 (0.7135)  loss_vfl_aux_2: 0.6715 (0.6852)  loss_vfl_aux_3: 0.6569 (0.6744)  loss_vfl_aux_4: 0.6491 (0.6667)  loss_vfl_aux_5: 0.7097 (0.7430)  loss_vfl_dn_0: 0.4481 (0.4486)  loss_vfl_dn_1: 0.3796 (0.3843)  loss_vfl_dn_2: 0.3640 (0.3689)  loss_vfl_dn_3: 0.3568 (0.3618)  loss_vfl_dn_4: 0.3545 (0.3593)  loss_vfl_dn_5: 0.3546 (0.3587)  time: 0.4879  data: 0.0147  max mem: 5654
Epoch: [52]  [1200/7393]  eta: 0:50:36  lr: 0.000010  loss: 15.4192 (15.6088)  loss_bbox: 0.1486 (0.1487)  loss_bbox_aux_0: 0.1502 (0.1620)  loss_bbox_aux_1: 0.1380 (0.1544)  loss_bbox_aux_2: 0.1497 (0.1518)  loss_bbox_aux_3: 0.1488 (0.1496)  loss_bbox_aux_4: 0.1478 (0.1486)  loss_bbox_aux_5: 0.1868 (0.1965)  loss_bbox_dn_0: 0.2347 (0.2555)  loss_bbox_dn_1: 0.1681 (0.1865)  loss_bbox_dn_2: 0.1488 (0.1666)  loss_bbox_dn_3: 0.1427 (0.1607)  loss_bbox_dn_4: 0.1419 (0.1594)  loss_bbox_dn_5: 0.1419 (0.1594)  loss_giou: 0.4544 (0.4757)  loss_giou_aux_0: 0.4786 (0.4994)  loss_giou_aux_1: 0.4556 (0.4860)  loss_giou_aux_2: 0.4530 (0.4808)  loss_giou_aux_3: 0.4564 (0.4774)  loss_giou_aux_4: 0.4576 (0.4759)  loss_giou_aux_5: 0.5322 (0.5629)  loss_giou_dn_0: 0.5817 (0.5767)  loss_giou_dn_1: 0.4678 (0.4683)  loss_giou_dn_2: 0.4348 (0.4376)  loss_giou_dn_3: 0.4190 (0.4294)  loss_giou_dn_4: 0.4163 (0.4273)  loss_giou_dn_5: 0.4163 (0.4275)  loss_vfl: 0.6761 (0.6628)  loss_vfl_aux_0: 0.7702 (0.7582)  loss_vfl_aux_1: 0.7374 (0.7138)  loss_vfl_aux_2: 0.6876 (0.6854)  loss_vfl_aux_3: 0.6822 (0.6742)  loss_vfl_aux_4: 0.6789 (0.6665)  loss_vfl_aux_5: 0.7688 (0.7434)  loss_vfl_dn_0: 0.4541 (0.4484)  loss_vfl_dn_1: 0.3881 (0.3840)  loss_vfl_dn_2: 0.3723 (0.3686)  loss_vfl_dn_3: 0.3657 (0.3615)  loss_vfl_dn_4: 0.3630 (0.3590)  loss_vfl_dn_5: 0.3622 (0.3583)  time: 0.4721  data: 0.0138  max mem: 5654
Epoch: [52]  [1300/7393]  eta: 0:49:44  lr: 0.000010  loss: 15.1964 (15.5871)  loss_bbox: 0.1363 (0.1483)  loss_bbox_aux_0: 0.1484 (0.1616)  loss_bbox_aux_1: 0.1388 (0.1539)  loss_bbox_aux_2: 0.1408 (0.1515)  loss_bbox_aux_3: 0.1488 (0.1492)  loss_bbox_aux_4: 0.1359 (0.1482)  loss_bbox_aux_5: 0.1855 (0.1961)  loss_bbox_dn_0: 0.2809 (0.2552)  loss_bbox_dn_1: 0.2044 (0.1863)  loss_bbox_dn_2: 0.1776 (0.1664)  loss_bbox_dn_3: 0.1685 (0.1606)  loss_bbox_dn_4: 0.1673 (0.1592)  loss_bbox_dn_5: 0.1673 (0.1592)  loss_giou: 0.4294 (0.4746)  loss_giou_aux_0: 0.4735 (0.4984)  loss_giou_aux_1: 0.4546 (0.4850)  loss_giou_aux_2: 0.4407 (0.4798)  loss_giou_aux_3: 0.4357 (0.4763)  loss_giou_aux_4: 0.4347 (0.4748)  loss_giou_aux_5: 0.5441 (0.5619)  loss_giou_dn_0: 0.5683 (0.5756)  loss_giou_dn_1: 0.4469 (0.4673)  loss_giou_dn_2: 0.4161 (0.4367)  loss_giou_dn_3: 0.4062 (0.4284)  loss_giou_dn_4: 0.4057 (0.4263)  loss_giou_dn_5: 0.4057 (0.4265)  loss_vfl: 0.6509 (0.6624)  loss_vfl_aux_0: 0.7635 (0.7577)  loss_vfl_aux_1: 0.7033 (0.7135)  loss_vfl_aux_2: 0.6664 (0.6847)  loss_vfl_aux_3: 0.6470 (0.6736)  loss_vfl_aux_4: 0.6498 (0.6661)  loss_vfl_aux_5: 0.7346 (0.7431)  loss_vfl_dn_0: 0.4438 (0.4483)  loss_vfl_dn_1: 0.3802 (0.3838)  loss_vfl_dn_2: 0.3614 (0.3683)  loss_vfl_dn_3: 0.3535 (0.3612)  loss_vfl_dn_4: 0.3511 (0.3587)  loss_vfl_dn_5: 0.3509 (0.3580)  time: 0.4954  data: 0.0148  max mem: 5654
Epoch: [52]  [1400/7393]  eta: 0:48:49  lr: 0.000010  loss: 15.3878 (15.5909)  loss_bbox: 0.1431 (0.1485)  loss_bbox_aux_0: 0.1568 (0.1617)  loss_bbox_aux_1: 0.1489 (0.1539)  loss_bbox_aux_2: 0.1449 (0.1516)  loss_bbox_aux_3: 0.1515 (0.1494)  loss_bbox_aux_4: 0.1431 (0.1484)  loss_bbox_aux_5: 0.1851 (0.1963)  loss_bbox_dn_0: 0.2498 (0.2556)  loss_bbox_dn_1: 0.1922 (0.1867)  loss_bbox_dn_2: 0.1593 (0.1667)  loss_bbox_dn_3: 0.1551 (0.1610)  loss_bbox_dn_4: 0.1574 (0.1596)  loss_bbox_dn_5: 0.1574 (0.1596)  loss_giou: 0.4411 (0.4747)  loss_giou_aux_0: 0.4586 (0.4986)  loss_giou_aux_1: 0.4598 (0.4850)  loss_giou_aux_2: 0.4496 (0.4798)  loss_giou_aux_3: 0.4443 (0.4764)  loss_giou_aux_4: 0.4395 (0.4749)  loss_giou_aux_5: 0.5278 (0.5620)  loss_giou_dn_0: 0.5747 (0.5757)  loss_giou_dn_1: 0.4572 (0.4676)  loss_giou_dn_2: 0.4260 (0.4369)  loss_giou_dn_3: 0.4173 (0.4287)  loss_giou_dn_4: 0.4148 (0.4267)  loss_giou_dn_5: 0.4148 (0.4269)  loss_vfl: 0.6714 (0.6622)  loss_vfl_aux_0: 0.7602 (0.7575)  loss_vfl_aux_1: 0.7260 (0.7136)  loss_vfl_aux_2: 0.6938 (0.6846)  loss_vfl_aux_3: 0.6773 (0.6733)  loss_vfl_aux_4: 0.6800 (0.6659)  loss_vfl_aux_5: 0.7494 (0.7425)  loss_vfl_dn_0: 0.4492 (0.4482)  loss_vfl_dn_1: 0.3818 (0.3837)  loss_vfl_dn_2: 0.3661 (0.3683)  loss_vfl_dn_3: 0.3579 (0.3612)  loss_vfl_dn_4: 0.3572 (0.3587)  loss_vfl_dn_5: 0.3580 (0.3580)  time: 0.4750  data: 0.0146  max mem: 5654
Epoch: [52]  [1500/7393]  eta: 0:47:59  lr: 0.000010  loss: 15.1634 (15.5667)  loss_bbox: 0.1270 (0.1484)  loss_bbox_aux_0: 0.1462 (0.1616)  loss_bbox_aux_1: 0.1382 (0.1537)  loss_bbox_aux_2: 0.1331 (0.1516)  loss_bbox_aux_3: 0.1297 (0.1494)  loss_bbox_aux_4: 0.1270 (0.1483)  loss_bbox_aux_5: 0.1897 (0.1963)  loss_bbox_dn_0: 0.2389 (0.2559)  loss_bbox_dn_1: 0.1714 (0.1869)  loss_bbox_dn_2: 0.1540 (0.1668)  loss_bbox_dn_3: 0.1391 (0.1611)  loss_bbox_dn_4: 0.1358 (0.1598)  loss_bbox_dn_5: 0.1359 (0.1598)  loss_giou: 0.4201 (0.4725)  loss_giou_aux_0: 0.4490 (0.4963)  loss_giou_aux_1: 0.4220 (0.4827)  loss_giou_aux_2: 0.4278 (0.4777)  loss_giou_aux_3: 0.4187 (0.4743)  loss_giou_aux_4: 0.4165 (0.4727)  loss_giou_aux_5: 0.4992 (0.5597)  loss_giou_dn_0: 0.5356 (0.5743)  loss_giou_dn_1: 0.4291 (0.4662)  loss_giou_dn_2: 0.3997 (0.4355)  loss_giou_dn_3: 0.3909 (0.4273)  loss_giou_dn_4: 0.3863 (0.4252)  loss_giou_dn_5: 0.3860 (0.4254)  loss_vfl: 0.6727 (0.6623)  loss_vfl_aux_0: 0.7600 (0.7580)  loss_vfl_aux_1: 0.7150 (0.7141)  loss_vfl_aux_2: 0.6833 (0.6845)  loss_vfl_aux_3: 0.6818 (0.6729)  loss_vfl_aux_4: 0.6745 (0.6660)  loss_vfl_aux_5: 0.7319 (0.7430)  loss_vfl_dn_0: 0.4514 (0.4482)  loss_vfl_dn_1: 0.3849 (0.3835)  loss_vfl_dn_2: 0.3674 (0.3679)  loss_vfl_dn_3: 0.3592 (0.3608)  loss_vfl_dn_4: 0.3592 (0.3583)  loss_vfl_dn_5: 0.3585 (0.3576)  time: 0.4734  data: 0.0150  max mem: 5654
Epoch: [52]  [1600/7393]  eta: 0:47:08  lr: 0.000010  loss: 15.3165 (15.5828)  loss_bbox: 0.1343 (0.1484)  loss_bbox_aux_0: 0.1493 (0.1614)  loss_bbox_aux_1: 0.1392 (0.1536)  loss_bbox_aux_2: 0.1352 (0.1514)  loss_bbox_aux_3: 0.1346 (0.1494)  loss_bbox_aux_4: 0.1351 (0.1483)  loss_bbox_aux_5: 0.1926 (0.1964)  loss_bbox_dn_0: 0.2500 (0.2553)  loss_bbox_dn_1: 0.1887 (0.1866)  loss_bbox_dn_2: 0.1688 (0.1666)  loss_bbox_dn_3: 0.1605 (0.1609)  loss_bbox_dn_4: 0.1529 (0.1595)  loss_bbox_dn_5: 0.1528 (0.1595)  loss_giou: 0.4409 (0.4744)  loss_giou_aux_0: 0.4678 (0.4981)  loss_giou_aux_1: 0.4638 (0.4846)  loss_giou_aux_2: 0.4512 (0.4795)  loss_giou_aux_3: 0.4398 (0.4762)  loss_giou_aux_4: 0.4407 (0.4745)  loss_giou_aux_5: 0.5435 (0.5618)  loss_giou_dn_0: 0.5574 (0.5753)  loss_giou_dn_1: 0.4460 (0.4674)  loss_giou_dn_2: 0.4143 (0.4367)  loss_giou_dn_3: 0.4070 (0.4285)  loss_giou_dn_4: 0.4054 (0.4264)  loss_giou_dn_5: 0.4054 (0.4266)  loss_vfl: 0.6319 (0.6619)  loss_vfl_aux_0: 0.7763 (0.7578)  loss_vfl_aux_1: 0.7056 (0.7140)  loss_vfl_aux_2: 0.6827 (0.6843)  loss_vfl_aux_3: 0.6616 (0.6724)  loss_vfl_aux_4: 0.6345 (0.6656)  loss_vfl_aux_5: 0.7325 (0.7419)  loss_vfl_dn_0: 0.4513 (0.4483)  loss_vfl_dn_1: 0.3908 (0.3837)  loss_vfl_dn_2: 0.3741 (0.3681)  loss_vfl_dn_3: 0.3640 (0.3611)  loss_vfl_dn_4: 0.3666 (0.3586)  loss_vfl_dn_5: 0.3663 (0.3579)  time: 0.4884  data: 0.0140  max mem: 5654
Epoch: [52]  [1700/7393]  eta: 0:46:20  lr: 0.000010  loss: 16.2406 (15.5892)  loss_bbox: 0.1543 (0.1487)  loss_bbox_aux_0: 0.1609 (0.1616)  loss_bbox_aux_1: 0.1565 (0.1539)  loss_bbox_aux_2: 0.1603 (0.1517)  loss_bbox_aux_3: 0.1553 (0.1497)  loss_bbox_aux_4: 0.1497 (0.1487)  loss_bbox_aux_5: 0.2016 (0.1969)  loss_bbox_dn_0: 0.2779 (0.2559)  loss_bbox_dn_1: 0.1982 (0.1871)  loss_bbox_dn_2: 0.1790 (0.1671)  loss_bbox_dn_3: 0.1633 (0.1613)  loss_bbox_dn_4: 0.1635 (0.1599)  loss_bbox_dn_5: 0.1636 (0.1600)  loss_giou: 0.4609 (0.4745)  loss_giou_aux_0: 0.4792 (0.4981)  loss_giou_aux_1: 0.4751 (0.4847)  loss_giou_aux_2: 0.4742 (0.4796)  loss_giou_aux_3: 0.4629 (0.4762)  loss_giou_aux_4: 0.4609 (0.4746)  loss_giou_aux_5: 0.5400 (0.5617)  loss_giou_dn_0: 0.5728 (0.5755)  loss_giou_dn_1: 0.4636 (0.4675)  loss_giou_dn_2: 0.4366 (0.4367)  loss_giou_dn_3: 0.4291 (0.4285)  loss_giou_dn_4: 0.4289 (0.4265)  loss_giou_dn_5: 0.4287 (0.4267)  loss_vfl: 0.6564 (0.6616)  loss_vfl_aux_0: 0.7702 (0.7584)  loss_vfl_aux_1: 0.7296 (0.7143)  loss_vfl_aux_2: 0.6876 (0.6843)  loss_vfl_aux_3: 0.6749 (0.6722)  loss_vfl_aux_4: 0.6540 (0.6655)  loss_vfl_aux_5: 0.7502 (0.7425)  loss_vfl_dn_0: 0.4528 (0.4484)  loss_vfl_dn_1: 0.3854 (0.3837)  loss_vfl_dn_2: 0.3720 (0.3681)  loss_vfl_dn_3: 0.3641 (0.3610)  loss_vfl_dn_4: 0.3621 (0.3585)  loss_vfl_dn_5: 0.3615 (0.3578)  time: 0.4847  data: 0.0151  max mem: 5654
Epoch: [52]  [1800/7393]  eta: 0:45:30  lr: 0.000010  loss: 15.7647 (15.5857)  loss_bbox: 0.1439 (0.1487)  loss_bbox_aux_0: 0.1530 (0.1616)  loss_bbox_aux_1: 0.1473 (0.1539)  loss_bbox_aux_2: 0.1448 (0.1517)  loss_bbox_aux_3: 0.1447 (0.1497)  loss_bbox_aux_4: 0.1445 (0.1487)  loss_bbox_aux_5: 0.1776 (0.1969)  loss_bbox_dn_0: 0.2274 (0.2559)  loss_bbox_dn_1: 0.1734 (0.1872)  loss_bbox_dn_2: 0.1558 (0.1671)  loss_bbox_dn_3: 0.1522 (0.1614)  loss_bbox_dn_4: 0.1512 (0.1600)  loss_bbox_dn_5: 0.1512 (0.1600)  loss_giou: 0.4499 (0.4740)  loss_giou_aux_0: 0.4669 (0.4977)  loss_giou_aux_1: 0.4622 (0.4844)  loss_giou_aux_2: 0.4590 (0.4791)  loss_giou_aux_3: 0.4567 (0.4757)  loss_giou_aux_4: 0.4462 (0.4741)  loss_giou_aux_5: 0.5266 (0.5614)  loss_giou_dn_0: 0.5661 (0.5751)  loss_giou_dn_1: 0.4633 (0.4672)  loss_giou_dn_2: 0.4353 (0.4365)  loss_giou_dn_3: 0.4260 (0.4283)  loss_giou_dn_4: 0.4231 (0.4262)  loss_giou_dn_5: 0.4230 (0.4264)  loss_vfl: 0.6666 (0.6616)  loss_vfl_aux_0: 0.7833 (0.7589)  loss_vfl_aux_1: 0.7108 (0.7146)  loss_vfl_aux_2: 0.6835 (0.6844)  loss_vfl_aux_3: 0.6800 (0.6723)  loss_vfl_aux_4: 0.6742 (0.6654)  loss_vfl_aux_5: 0.7505 (0.7426)  loss_vfl_dn_0: 0.4502 (0.4483)  loss_vfl_dn_1: 0.3891 (0.3836)  loss_vfl_dn_2: 0.3721 (0.3680)  loss_vfl_dn_3: 0.3606 (0.3609)  loss_vfl_dn_4: 0.3567 (0.3584)  loss_vfl_dn_5: 0.3586 (0.3577)  time: 0.5003  data: 0.0141  max mem: 5654
Epoch: [52]  [1900/7393]  eta: 0:44:41  lr: 0.000010  loss: 15.6106 (15.5844)  loss_bbox: 0.1499 (0.1490)  loss_bbox_aux_0: 0.1649 (0.1618)  loss_bbox_aux_1: 0.1451 (0.1540)  loss_bbox_aux_2: 0.1474 (0.1519)  loss_bbox_aux_3: 0.1620 (0.1499)  loss_bbox_aux_4: 0.1499 (0.1489)  loss_bbox_aux_5: 0.1943 (0.1971)  loss_bbox_dn_0: 0.2899 (0.2566)  loss_bbox_dn_1: 0.2132 (0.1877)  loss_bbox_dn_2: 0.1953 (0.1676)  loss_bbox_dn_3: 0.1884 (0.1618)  loss_bbox_dn_4: 0.1864 (0.1605)  loss_bbox_dn_5: 0.1864 (0.1605)  loss_giou: 0.4245 (0.4734)  loss_giou_aux_0: 0.4508 (0.4968)  loss_giou_aux_1: 0.4237 (0.4835)  loss_giou_aux_2: 0.4186 (0.4784)  loss_giou_aux_3: 0.4164 (0.4751)  loss_giou_aux_4: 0.4244 (0.4735)  loss_giou_aux_5: 0.4919 (0.5604)  loss_giou_dn_0: 0.5575 (0.5745)  loss_giou_dn_1: 0.4517 (0.4667)  loss_giou_dn_2: 0.4238 (0.4359)  loss_giou_dn_3: 0.4204 (0.4277)  loss_giou_dn_4: 0.4182 (0.4257)  loss_giou_dn_5: 0.4183 (0.4259)  loss_vfl: 0.6704 (0.6617)  loss_vfl_aux_0: 0.7768 (0.7595)  loss_vfl_aux_1: 0.7667 (0.7154)  loss_vfl_aux_2: 0.6901 (0.6849)  loss_vfl_aux_3: 0.6828 (0.6724)  loss_vfl_aux_4: 0.6661 (0.6657)  loss_vfl_aux_5: 0.7631 (0.7437)  loss_vfl_dn_0: 0.4457 (0.4483)  loss_vfl_dn_1: 0.3800 (0.3835)  loss_vfl_dn_2: 0.3662 (0.3678)  loss_vfl_dn_3: 0.3593 (0.3607)  loss_vfl_dn_4: 0.3592 (0.3582)  loss_vfl_dn_5: 0.3583 (0.3575)  time: 0.4905  data: 0.0139  max mem: 5654
Epoch: [52]  [2000/7393]  eta: 0:43:51  lr: 0.000010  loss: 15.9717 (15.5890)  loss_bbox: 0.1338 (0.1490)  loss_bbox_aux_0: 0.1589 (0.1618)  loss_bbox_aux_1: 0.1411 (0.1540)  loss_bbox_aux_2: 0.1407 (0.1519)  loss_bbox_aux_3: 0.1374 (0.1500)  loss_bbox_aux_4: 0.1470 (0.1490)  loss_bbox_aux_5: 0.1871 (0.1971)  loss_bbox_dn_0: 0.2505 (0.2570)  loss_bbox_dn_1: 0.1800 (0.1881)  loss_bbox_dn_2: 0.1574 (0.1680)  loss_bbox_dn_3: 0.1509 (0.1622)  loss_bbox_dn_4: 0.1493 (0.1608)  loss_bbox_dn_5: 0.1493 (0.1609)  loss_giou: 0.4783 (0.4735)  loss_giou_aux_0: 0.4794 (0.4970)  loss_giou_aux_1: 0.4752 (0.4836)  loss_giou_aux_2: 0.4699 (0.4787)  loss_giou_aux_3: 0.4660 (0.4753)  loss_giou_aux_4: 0.4885 (0.4736)  loss_giou_aux_5: 0.5510 (0.5607)  loss_giou_dn_0: 0.5831 (0.5745)  loss_giou_dn_1: 0.4792 (0.4668)  loss_giou_dn_2: 0.4437 (0.4361)  loss_giou_dn_3: 0.4314 (0.4280)  loss_giou_dn_4: 0.4279 (0.4259)  loss_giou_dn_5: 0.4278 (0.4261)  loss_vfl: 0.6493 (0.6619)  loss_vfl_aux_0: 0.7264 (0.7591)  loss_vfl_aux_1: 0.7022 (0.7155)  loss_vfl_aux_2: 0.6610 (0.6848)  loss_vfl_aux_3: 0.6606 (0.6726)  loss_vfl_aux_4: 0.6577 (0.6658)  loss_vfl_aux_5: 0.7150 (0.7434)  loss_vfl_dn_0: 0.4433 (0.4482)  loss_vfl_dn_1: 0.3864 (0.3835)  loss_vfl_dn_2: 0.3766 (0.3679)  loss_vfl_dn_3: 0.3704 (0.3608)  loss_vfl_dn_4: 0.3680 (0.3583)  loss_vfl_dn_5: 0.3659 (0.3576)  time: 0.4897  data: 0.0141  max mem: 5654
Epoch: [52]  [2100/7393]  eta: 0:43:19  lr: 0.000010  loss: 15.5107 (15.5899)  loss_bbox: 0.1493 (0.1491)  loss_bbox_aux_0: 0.1499 (0.1618)  loss_bbox_aux_1: 0.1443 (0.1540)  loss_bbox_aux_2: 0.1402 (0.1519)  loss_bbox_aux_3: 0.1490 (0.1499)  loss_bbox_aux_4: 0.1492 (0.1490)  loss_bbox_aux_5: 0.1836 (0.1969)  loss_bbox_dn_0: 0.2391 (0.2572)  loss_bbox_dn_1: 0.1689 (0.1883)  loss_bbox_dn_2: 0.1511 (0.1683)  loss_bbox_dn_3: 0.1448 (0.1625)  loss_bbox_dn_4: 0.1469 (0.1612)  loss_bbox_dn_5: 0.1469 (0.1612)  loss_giou: 0.4367 (0.4734)  loss_giou_aux_0: 0.4388 (0.4968)  loss_giou_aux_1: 0.4213 (0.4834)  loss_giou_aux_2: 0.4196 (0.4785)  loss_giou_aux_3: 0.4312 (0.4752)  loss_giou_aux_4: 0.4344 (0.4735)  loss_giou_aux_5: 0.5291 (0.5605)  loss_giou_dn_0: 0.5437 (0.5743)  loss_giou_dn_1: 0.4361 (0.4668)  loss_giou_dn_2: 0.4083 (0.4361)  loss_giou_dn_3: 0.4043 (0.4280)  loss_giou_dn_4: 0.4025 (0.4259)  loss_giou_dn_5: 0.4025 (0.4261)  loss_vfl: 0.6837 (0.6619)  loss_vfl_aux_0: 0.7742 (0.7592)  loss_vfl_aux_1: 0.7382 (0.7156)  loss_vfl_aux_2: 0.7120 (0.6850)  loss_vfl_aux_3: 0.6946 (0.6726)  loss_vfl_aux_4: 0.6837 (0.6658)  loss_vfl_aux_5: 0.7428 (0.7438)  loss_vfl_dn_0: 0.4442 (0.4481)  loss_vfl_dn_1: 0.3752 (0.3835)  loss_vfl_dn_2: 0.3580 (0.3679)  loss_vfl_dn_3: 0.3517 (0.3608)  loss_vfl_dn_4: 0.3494 (0.3583)  loss_vfl_dn_5: 0.3485 (0.3576)  time: 0.8503  data: 0.0144  max mem: 5654
Epoch: [52]  [2200/7393]  eta: 0:42:28  lr: 0.000010  loss: 15.8116 (15.5954)  loss_bbox: 0.1380 (0.1492)  loss_bbox_aux_0: 0.1434 (0.1619)  loss_bbox_aux_1: 0.1356 (0.1540)  loss_bbox_aux_2: 0.1330 (0.1519)  loss_bbox_aux_3: 0.1321 (0.1500)  loss_bbox_aux_4: 0.1409 (0.1491)  loss_bbox_aux_5: 0.1810 (0.1970)  loss_bbox_dn_0: 0.2222 (0.2574)  loss_bbox_dn_1: 0.1671 (0.1885)  loss_bbox_dn_2: 0.1421 (0.1685)  loss_bbox_dn_3: 0.1342 (0.1627)  loss_bbox_dn_4: 0.1345 (0.1613)  loss_bbox_dn_5: 0.1344 (0.1613)  loss_giou: 0.4573 (0.4738)  loss_giou_aux_0: 0.4925 (0.4971)  loss_giou_aux_1: 0.4635 (0.4836)  loss_giou_aux_2: 0.4639 (0.4787)  loss_giou_aux_3: 0.4588 (0.4755)  loss_giou_aux_4: 0.4736 (0.4739)  loss_giou_aux_5: 0.5674 (0.5609)  loss_giou_dn_0: 0.5975 (0.5744)  loss_giou_dn_1: 0.4743 (0.4669)  loss_giou_dn_2: 0.4295 (0.4362)  loss_giou_dn_3: 0.4224 (0.4281)  loss_giou_dn_4: 0.4192 (0.4260)  loss_giou_dn_5: 0.4193 (0.4262)  loss_vfl: 0.6109 (0.6618)  loss_vfl_aux_0: 0.7075 (0.7593)  loss_vfl_aux_1: 0.6617 (0.7158)  loss_vfl_aux_2: 0.6365 (0.6853)  loss_vfl_aux_3: 0.6229 (0.6727)  loss_vfl_aux_4: 0.6212 (0.6656)  loss_vfl_aux_5: 0.7020 (0.7440)  loss_vfl_dn_0: 0.4458 (0.4483)  loss_vfl_dn_1: 0.3860 (0.3836)  loss_vfl_dn_2: 0.3744 (0.3680)  loss_vfl_dn_3: 0.3662 (0.3608)  loss_vfl_dn_4: 0.3627 (0.3583)  loss_vfl_dn_5: 0.3608 (0.3576)  time: 0.4809  data: 0.0140  max mem: 5654
Epoch: [52]  [2300/7393]  eta: 0:41:53  lr: 0.000010  loss: 15.8179 (15.5966)  loss_bbox: 0.1440 (0.1493)  loss_bbox_aux_0: 0.1531 (0.1622)  loss_bbox_aux_1: 0.1502 (0.1543)  loss_bbox_aux_2: 0.1499 (0.1521)  loss_bbox_aux_3: 0.1458 (0.1502)  loss_bbox_aux_4: 0.1449 (0.1493)  loss_bbox_aux_5: 0.1772 (0.1973)  loss_bbox_dn_0: 0.2298 (0.2580)  loss_bbox_dn_1: 0.1599 (0.1889)  loss_bbox_dn_2: 0.1407 (0.1688)  loss_bbox_dn_3: 0.1376 (0.1630)  loss_bbox_dn_4: 0.1365 (0.1617)  loss_bbox_dn_5: 0.1365 (0.1617)  loss_giou: 0.4382 (0.4734)  loss_giou_aux_0: 0.4615 (0.4968)  loss_giou_aux_1: 0.4471 (0.4833)  loss_giou_aux_2: 0.4352 (0.4784)  loss_giou_aux_3: 0.4410 (0.4751)  loss_giou_aux_4: 0.4383 (0.4735)  loss_giou_aux_5: 0.5205 (0.5604)  loss_giou_dn_0: 0.5483 (0.5743)  loss_giou_dn_1: 0.4277 (0.4667)  loss_giou_dn_2: 0.4006 (0.4360)  loss_giou_dn_3: 0.3920 (0.4279)  loss_giou_dn_4: 0.3909 (0.4258)  loss_giou_dn_5: 0.3909 (0.4260)  loss_vfl: 0.6506 (0.6618)  loss_vfl_aux_0: 0.7362 (0.7594)  loss_vfl_aux_1: 0.6978 (0.7159)  loss_vfl_aux_2: 0.6830 (0.6856)  loss_vfl_aux_3: 0.6733 (0.6728)  loss_vfl_aux_4: 0.6583 (0.6657)  loss_vfl_aux_5: 0.7253 (0.7443)  loss_vfl_dn_0: 0.4497 (0.4483)  loss_vfl_dn_1: 0.3831 (0.3836)  loss_vfl_dn_2: 0.3667 (0.3680)  loss_vfl_dn_3: 0.3602 (0.3609)  loss_vfl_dn_4: 0.3593 (0.3583)  loss_vfl_dn_5: 0.3571 (0.3576)  time: 0.4818  data: 0.0135  max mem: 5654
Epoch: [52]  [2400/7393]  eta: 0:41:01  lr: 0.000010  loss: 15.5929 (15.5948)  loss_bbox: 0.1312 (0.1493)  loss_bbox_aux_0: 0.1456 (0.1621)  loss_bbox_aux_1: 0.1411 (0.1542)  loss_bbox_aux_2: 0.1314 (0.1521)  loss_bbox_aux_3: 0.1376 (0.1502)  loss_bbox_aux_4: 0.1312 (0.1493)  loss_bbox_aux_5: 0.1893 (0.1973)  loss_bbox_dn_0: 0.2464 (0.2580)  loss_bbox_dn_1: 0.1672 (0.1889)  loss_bbox_dn_2: 0.1531 (0.1688)  loss_bbox_dn_3: 0.1522 (0.1629)  loss_bbox_dn_4: 0.1553 (0.1616)  loss_bbox_dn_5: 0.1552 (0.1616)  loss_giou: 0.4526 (0.4733)  loss_giou_aux_0: 0.4739 (0.4967)  loss_giou_aux_1: 0.4732 (0.4832)  loss_giou_aux_2: 0.4594 (0.4783)  loss_giou_aux_3: 0.4533 (0.4750)  loss_giou_aux_4: 0.4594 (0.4734)  loss_giou_aux_5: 0.5495 (0.5604)  loss_giou_dn_0: 0.5674 (0.5743)  loss_giou_dn_1: 0.4598 (0.4666)  loss_giou_dn_2: 0.4301 (0.4359)  loss_giou_dn_3: 0.4183 (0.4278)  loss_giou_dn_4: 0.4159 (0.4258)  loss_giou_dn_5: 0.4159 (0.4259)  loss_vfl: 0.6358 (0.6617)  loss_vfl_aux_0: 0.7244 (0.7593)  loss_vfl_aux_1: 0.6864 (0.7158)  loss_vfl_aux_2: 0.6759 (0.6856)  loss_vfl_aux_3: 0.6532 (0.6728)  loss_vfl_aux_4: 0.6484 (0.6655)  loss_vfl_aux_5: 0.7269 (0.7444)  loss_vfl_dn_0: 0.4467 (0.4484)  loss_vfl_dn_1: 0.3868 (0.3836)  loss_vfl_dn_2: 0.3664 (0.3680)  loss_vfl_dn_3: 0.3593 (0.3608)  loss_vfl_dn_4: 0.3573 (0.3583)  loss_vfl_dn_5: 0.3557 (0.3576)  time: 0.4863  data: 0.0139  max mem: 5654
Epoch: [52]  [2500/7393]  eta: 0:40:10  lr: 0.000010  loss: 15.2911 (15.5889)  loss_bbox: 0.1305 (0.1490)  loss_bbox_aux_0: 0.1451 (0.1618)  loss_bbox_aux_1: 0.1368 (0.1539)  loss_bbox_aux_2: 0.1320 (0.1517)  loss_bbox_aux_3: 0.1327 (0.1498)  loss_bbox_aux_4: 0.1314 (0.1490)  loss_bbox_aux_5: 0.1838 (0.1969)  loss_bbox_dn_0: 0.2258 (0.2573)  loss_bbox_dn_1: 0.1604 (0.1882)  loss_bbox_dn_2: 0.1399 (0.1681)  loss_bbox_dn_3: 0.1369 (0.1624)  loss_bbox_dn_4: 0.1359 (0.1611)  loss_bbox_dn_5: 0.1358 (0.1611)  loss_giou: 0.4753 (0.4736)  loss_giou_aux_0: 0.5001 (0.4969)  loss_giou_aux_1: 0.4831 (0.4833)  loss_giou_aux_2: 0.4748 (0.4784)  loss_giou_aux_3: 0.4745 (0.4752)  loss_giou_aux_4: 0.4753 (0.4737)  loss_giou_aux_5: 0.5666 (0.5607)  loss_giou_dn_0: 0.5737 (0.5743)  loss_giou_dn_1: 0.4779 (0.4667)  loss_giou_dn_2: 0.4558 (0.4360)  loss_giou_dn_3: 0.4472 (0.4279)  loss_giou_dn_4: 0.4468 (0.4258)  loss_giou_dn_5: 0.4467 (0.4260)  loss_vfl: 0.6419 (0.6614)  loss_vfl_aux_0: 0.7395 (0.7592)  loss_vfl_aux_1: 0.6937 (0.7157)  loss_vfl_aux_2: 0.6633 (0.6855)  loss_vfl_aux_3: 0.6569 (0.6726)  loss_vfl_aux_4: 0.6457 (0.6652)  loss_vfl_aux_5: 0.7093 (0.7439)  loss_vfl_dn_0: 0.4444 (0.4483)  loss_vfl_dn_1: 0.3795 (0.3836)  loss_vfl_dn_2: 0.3642 (0.3679)  loss_vfl_dn_3: 0.3562 (0.3608)  loss_vfl_dn_4: 0.3520 (0.3583)  loss_vfl_dn_5: 0.3519 (0.3576)  time: 0.4844  data: 0.0147  max mem: 5654
Epoch: [52]  [2600/7393]  eta: 0:39:19  lr: 0.000010  loss: 15.3686 (15.5831)  loss_bbox: 0.1406 (0.1491)  loss_bbox_aux_0: 0.1463 (0.1618)  loss_bbox_aux_1: 0.1434 (0.1538)  loss_bbox_aux_2: 0.1457 (0.1517)  loss_bbox_aux_3: 0.1401 (0.1499)  loss_bbox_aux_4: 0.1410 (0.1491)  loss_bbox_aux_5: 0.1882 (0.1969)  loss_bbox_dn_0: 0.2229 (0.2576)  loss_bbox_dn_1: 0.1662 (0.1885)  loss_bbox_dn_2: 0.1443 (0.1684)  loss_bbox_dn_3: 0.1391 (0.1626)  loss_bbox_dn_4: 0.1362 (0.1613)  loss_bbox_dn_5: 0.1362 (0.1613)  loss_giou: 0.4482 (0.4728)  loss_giou_aux_0: 0.4584 (0.4961)  loss_giou_aux_1: 0.4438 (0.4824)  loss_giou_aux_2: 0.4426 (0.4776)  loss_giou_aux_3: 0.4495 (0.4744)  loss_giou_aux_4: 0.4485 (0.4729)  loss_giou_aux_5: 0.5195 (0.5598)  loss_giou_dn_0: 0.5566 (0.5738)  loss_giou_dn_1: 0.4456 (0.4662)  loss_giou_dn_2: 0.4161 (0.4355)  loss_giou_dn_3: 0.4099 (0.4274)  loss_giou_dn_4: 0.4070 (0.4253)  loss_giou_dn_5: 0.4077 (0.4255)  loss_vfl: 0.6679 (0.6616)  loss_vfl_aux_0: 0.7652 (0.7595)  loss_vfl_aux_1: 0.7107 (0.7161)  loss_vfl_aux_2: 0.6872 (0.6858)  loss_vfl_aux_3: 0.6572 (0.6728)  loss_vfl_aux_4: 0.6538 (0.6655)  loss_vfl_aux_5: 0.7572 (0.7444)  loss_vfl_dn_0: 0.4480 (0.4483)  loss_vfl_dn_1: 0.3810 (0.3835)  loss_vfl_dn_2: 0.3628 (0.3678)  loss_vfl_dn_3: 0.3536 (0.3607)  loss_vfl_dn_4: 0.3511 (0.3582)  loss_vfl_dn_5: 0.3478 (0.3575)  time: 0.4765  data: 0.0139  max mem: 5654
Epoch: [52]  [2700/7393]  eta: 0:38:28  lr: 0.000010  loss: 15.7638 (15.5901)  loss_bbox: 0.1453 (0.1491)  loss_bbox_aux_0: 0.1577 (0.1619)  loss_bbox_aux_1: 0.1483 (0.1539)  loss_bbox_aux_2: 0.1411 (0.1518)  loss_bbox_aux_3: 0.1433 (0.1499)  loss_bbox_aux_4: 0.1455 (0.1491)  loss_bbox_aux_5: 0.1970 (0.1970)  loss_bbox_dn_0: 0.2434 (0.2578)  loss_bbox_dn_1: 0.1839 (0.1886)  loss_bbox_dn_2: 0.1558 (0.1685)  loss_bbox_dn_3: 0.1529 (0.1627)  loss_bbox_dn_4: 0.1520 (0.1614)  loss_bbox_dn_5: 0.1521 (0.1614)  loss_giou: 0.4481 (0.4729)  loss_giou_aux_0: 0.4870 (0.4963)  loss_giou_aux_1: 0.4656 (0.4825)  loss_giou_aux_2: 0.4499 (0.4777)  loss_giou_aux_3: 0.4630 (0.4745)  loss_giou_aux_4: 0.4516 (0.4731)  loss_giou_aux_5: 0.5544 (0.5600)  loss_giou_dn_0: 0.5573 (0.5738)  loss_giou_dn_1: 0.4424 (0.4662)  loss_giou_dn_2: 0.4092 (0.4355)  loss_giou_dn_3: 0.4049 (0.4274)  loss_giou_dn_4: 0.4036 (0.4253)  loss_giou_dn_5: 0.4036 (0.4255)  loss_vfl: 0.6790 (0.6623)  loss_vfl_aux_0: 0.7776 (0.7600)  loss_vfl_aux_1: 0.7350 (0.7167)  loss_vfl_aux_2: 0.6981 (0.6866)  loss_vfl_aux_3: 0.6912 (0.6734)  loss_vfl_aux_4: 0.6699 (0.6662)  loss_vfl_aux_5: 0.7640 (0.7449)  loss_vfl_dn_0: 0.4482 (0.4484)  loss_vfl_dn_1: 0.3883 (0.3836)  loss_vfl_dn_2: 0.3761 (0.3679)  loss_vfl_dn_3: 0.3696 (0.3608)  loss_vfl_dn_4: 0.3637 (0.3583)  loss_vfl_dn_5: 0.3631 (0.3575)  time: 0.4744  data: 0.0144  max mem: 5654
Epoch: [52]  [2800/7393]  eta: 0:37:36  lr: 0.000010  loss: 15.0587 (15.5887)  loss_bbox: 0.1448 (0.1492)  loss_bbox_aux_0: 0.1552 (0.1621)  loss_bbox_aux_1: 0.1474 (0.1541)  loss_bbox_aux_2: 0.1479 (0.1520)  loss_bbox_aux_3: 0.1446 (0.1501)  loss_bbox_aux_4: 0.1442 (0.1493)  loss_bbox_aux_5: 0.1863 (0.1972)  loss_bbox_dn_0: 0.2335 (0.2580)  loss_bbox_dn_1: 0.1699 (0.1887)  loss_bbox_dn_2: 0.1595 (0.1686)  loss_bbox_dn_3: 0.1545 (0.1628)  loss_bbox_dn_4: 0.1520 (0.1615)  loss_bbox_dn_5: 0.1520 (0.1615)  loss_giou: 0.4136 (0.4728)  loss_giou_aux_0: 0.4427 (0.4962)  loss_giou_aux_1: 0.4236 (0.4824)  loss_giou_aux_2: 0.4245 (0.4776)  loss_giou_aux_3: 0.4173 (0.4743)  loss_giou_aux_4: 0.4139 (0.4729)  loss_giou_aux_5: 0.5031 (0.5598)  loss_giou_dn_0: 0.5541 (0.5736)  loss_giou_dn_1: 0.4359 (0.4660)  loss_giou_dn_2: 0.4060 (0.4353)  loss_giou_dn_3: 0.4017 (0.4272)  loss_giou_dn_4: 0.4000 (0.4251)  loss_giou_dn_5: 0.4000 (0.4253)  loss_vfl: 0.6264 (0.6622)  loss_vfl_aux_0: 0.6989 (0.7597)  loss_vfl_aux_1: 0.6722 (0.7166)  loss_vfl_aux_2: 0.6310 (0.6863)  loss_vfl_aux_3: 0.6344 (0.6734)  loss_vfl_aux_4: 0.6262 (0.6660)  loss_vfl_aux_5: 0.7058 (0.7447)  loss_vfl_dn_0: 0.4452 (0.4484)  loss_vfl_dn_1: 0.3795 (0.3835)  loss_vfl_dn_2: 0.3656 (0.3678)  loss_vfl_dn_3: 0.3559 (0.3607)  loss_vfl_dn_4: 0.3527 (0.3582)  loss_vfl_dn_5: 0.3505 (0.3575)  time: 0.4862  data: 0.0138  max mem: 5654
Epoch: [52]  [2900/7393]  eta: 0:36:57  lr: 0.000010  loss: 15.1946 (15.5886)  loss_bbox: 0.1307 (0.1492)  loss_bbox_aux_0: 0.1502 (0.1621)  loss_bbox_aux_1: 0.1438 (0.1541)  loss_bbox_aux_2: 0.1358 (0.1519)  loss_bbox_aux_3: 0.1371 (0.1500)  loss_bbox_aux_4: 0.1373 (0.1492)  loss_bbox_aux_5: 0.1890 (0.1972)  loss_bbox_dn_0: 0.2775 (0.2581)  loss_bbox_dn_1: 0.1869 (0.1888)  loss_bbox_dn_2: 0.1677 (0.1687)  loss_bbox_dn_3: 0.1632 (0.1628)  loss_bbox_dn_4: 0.1622 (0.1615)  loss_bbox_dn_5: 0.1623 (0.1615)  loss_giou: 0.4168 (0.4726)  loss_giou_aux_0: 0.4478 (0.4961)  loss_giou_aux_1: 0.4283 (0.4823)  loss_giou_aux_2: 0.4232 (0.4774)  loss_giou_aux_3: 0.4261 (0.4741)  loss_giou_aux_4: 0.4260 (0.4728)  loss_giou_aux_5: 0.5039 (0.5597)  loss_giou_dn_0: 0.5448 (0.5737)  loss_giou_dn_1: 0.4298 (0.4661)  loss_giou_dn_2: 0.4033 (0.4353)  loss_giou_dn_3: 0.3962 (0.4272)  loss_giou_dn_4: 0.3940 (0.4251)  loss_giou_dn_5: 0.3942 (0.4253)  loss_vfl: 0.6447 (0.6623)  loss_vfl_aux_0: 0.7329 (0.7597)  loss_vfl_aux_1: 0.6951 (0.7166)  loss_vfl_aux_2: 0.6700 (0.6865)  loss_vfl_aux_3: 0.6449 (0.6737)  loss_vfl_aux_4: 0.6383 (0.6661)  loss_vfl_aux_5: 0.7263 (0.7447)  loss_vfl_dn_0: 0.4489 (0.4483)  loss_vfl_dn_1: 0.3742 (0.3835)  loss_vfl_dn_2: 0.3549 (0.3678)  loss_vfl_dn_3: 0.3469 (0.3607)  loss_vfl_dn_4: 0.3446 (0.3582)  loss_vfl_dn_5: 0.3429 (0.3574)  time: 0.4883  data: 0.0138  max mem: 5654
Epoch: [52]  [3000/7393]  eta: 0:36:06  lr: 0.000010  loss: 15.5002 (15.5924)  loss_bbox: 0.1438 (0.1492)  loss_bbox_aux_0: 0.1663 (0.1622)  loss_bbox_aux_1: 0.1388 (0.1541)  loss_bbox_aux_2: 0.1460 (0.1519)  loss_bbox_aux_3: 0.1457 (0.1500)  loss_bbox_aux_4: 0.1441 (0.1492)  loss_bbox_aux_5: 0.1915 (0.1972)  loss_bbox_dn_0: 0.2568 (0.2581)  loss_bbox_dn_1: 0.1894 (0.1888)  loss_bbox_dn_2: 0.1675 (0.1687)  loss_bbox_dn_3: 0.1612 (0.1629)  loss_bbox_dn_4: 0.1580 (0.1615)  loss_bbox_dn_5: 0.1581 (0.1615)  loss_giou: 0.4509 (0.4729)  loss_giou_aux_0: 0.4813 (0.4964)  loss_giou_aux_1: 0.4710 (0.4827)  loss_giou_aux_2: 0.4608 (0.4777)  loss_giou_aux_3: 0.4632 (0.4744)  loss_giou_aux_4: 0.4457 (0.4731)  loss_giou_aux_5: 0.5392 (0.5599)  loss_giou_dn_0: 0.5783 (0.5740)  loss_giou_dn_1: 0.4587 (0.4663)  loss_giou_dn_2: 0.4181 (0.4356)  loss_giou_dn_3: 0.4133 (0.4274)  loss_giou_dn_4: 0.4092 (0.4254)  loss_giou_dn_5: 0.4094 (0.4255)  loss_vfl: 0.6547 (0.6623)  loss_vfl_aux_0: 0.7500 (0.7596)  loss_vfl_aux_1: 0.7074 (0.7166)  loss_vfl_aux_2: 0.6651 (0.6866)  loss_vfl_aux_3: 0.6554 (0.6737)  loss_vfl_aux_4: 0.6659 (0.6662)  loss_vfl_aux_5: 0.7467 (0.7448)  loss_vfl_dn_0: 0.4454 (0.4484)  loss_vfl_dn_1: 0.3884 (0.3835)  loss_vfl_dn_2: 0.3706 (0.3679)  loss_vfl_dn_3: 0.3617 (0.3607)  loss_vfl_dn_4: 0.3616 (0.3582)  loss_vfl_dn_5: 0.3594 (0.3575)  time: 0.4827  data: 0.0141  max mem: 5654
Epoch: [52]  [3100/7393]  eta: 0:35:15  lr: 0.000010  loss: 15.8212 (15.5937)  loss_bbox: 0.1457 (0.1492)  loss_bbox_aux_0: 0.1615 (0.1622)  loss_bbox_aux_1: 0.1492 (0.1541)  loss_bbox_aux_2: 0.1434 (0.1519)  loss_bbox_aux_3: 0.1442 (0.1500)  loss_bbox_aux_4: 0.1454 (0.1492)  loss_bbox_aux_5: 0.1918 (0.1972)  loss_bbox_dn_0: 0.2372 (0.2582)  loss_bbox_dn_1: 0.1674 (0.1888)  loss_bbox_dn_2: 0.1458 (0.1687)  loss_bbox_dn_3: 0.1385 (0.1629)  loss_bbox_dn_4: 0.1376 (0.1616)  loss_bbox_dn_5: 0.1376 (0.1616)  loss_giou: 0.4500 (0.4729)  loss_giou_aux_0: 0.4704 (0.4965)  loss_giou_aux_1: 0.4715 (0.4827)  loss_giou_aux_2: 0.4653 (0.4778)  loss_giou_aux_3: 0.4492 (0.4745)  loss_giou_aux_4: 0.4421 (0.4731)  loss_giou_aux_5: 0.5336 (0.5599)  loss_giou_dn_0: 0.5707 (0.5739)  loss_giou_dn_1: 0.4751 (0.4662)  loss_giou_dn_2: 0.4512 (0.4355)  loss_giou_dn_3: 0.4393 (0.4273)  loss_giou_dn_4: 0.4377 (0.4253)  loss_giou_dn_5: 0.4377 (0.4255)  loss_vfl: 0.6536 (0.6624)  loss_vfl_aux_0: 0.7777 (0.7597)  loss_vfl_aux_1: 0.7227 (0.7168)  loss_vfl_aux_2: 0.6765 (0.6866)  loss_vfl_aux_3: 0.6803 (0.6738)  loss_vfl_aux_4: 0.6734 (0.6663)  loss_vfl_aux_5: 0.7529 (0.7452)  loss_vfl_dn_0: 0.4483 (0.4484)  loss_vfl_dn_1: 0.3841 (0.3835)  loss_vfl_dn_2: 0.3701 (0.3678)  loss_vfl_dn_3: 0.3599 (0.3607)  loss_vfl_dn_4: 0.3586 (0.3582)  loss_vfl_dn_5: 0.3586 (0.3574)  time: 0.4797  data: 0.0144  max mem: 5654
Epoch: [52]  [3200/7393]  eta: 0:34:25  lr: 0.000010  loss: 15.4950 (15.5903)  loss_bbox: 0.1436 (0.1492)  loss_bbox_aux_0: 0.1642 (0.1623)  loss_bbox_aux_1: 0.1504 (0.1542)  loss_bbox_aux_2: 0.1448 (0.1520)  loss_bbox_aux_3: 0.1398 (0.1501)  loss_bbox_aux_4: 0.1439 (0.1493)  loss_bbox_aux_5: 0.1940 (0.1973)  loss_bbox_dn_0: 0.2521 (0.2583)  loss_bbox_dn_1: 0.1783 (0.1889)  loss_bbox_dn_2: 0.1620 (0.1688)  loss_bbox_dn_3: 0.1600 (0.1630)  loss_bbox_dn_4: 0.1573 (0.1616)  loss_bbox_dn_5: 0.1573 (0.1616)  loss_giou: 0.4914 (0.4730)  loss_giou_aux_0: 0.5092 (0.4965)  loss_giou_aux_1: 0.4985 (0.4828)  loss_giou_aux_2: 0.5010 (0.4779)  loss_giou_aux_3: 0.4970 (0.4745)  loss_giou_aux_4: 0.4911 (0.4732)  loss_giou_aux_5: 0.5686 (0.5598)  loss_giou_dn_0: 0.5767 (0.5738)  loss_giou_dn_1: 0.4668 (0.4661)  loss_giou_dn_2: 0.4259 (0.4354)  loss_giou_dn_3: 0.4205 (0.4272)  loss_giou_dn_4: 0.4190 (0.4252)  loss_giou_dn_5: 0.4189 (0.4254)  loss_vfl: 0.6053 (0.6619)  loss_vfl_aux_0: 0.7083 (0.7592)  loss_vfl_aux_1: 0.6589 (0.7162)  loss_vfl_aux_2: 0.6503 (0.6862)  loss_vfl_aux_3: 0.6288 (0.6733)  loss_vfl_aux_4: 0.6142 (0.6658)  loss_vfl_aux_5: 0.6867 (0.7449)  loss_vfl_dn_0: 0.4455 (0.4484)  loss_vfl_dn_1: 0.3812 (0.3834)  loss_vfl_dn_2: 0.3658 (0.3677)  loss_vfl_dn_3: 0.3580 (0.3606)  loss_vfl_dn_4: 0.3547 (0.3581)  loss_vfl_dn_5: 0.3543 (0.3573)  time: 0.4987  data: 0.0144  max mem: 5654
Epoch: [52]  [3300/7393]  eta: 0:33:34  lr: 0.000010  loss: 14.8995 (15.5953)  loss_bbox: 0.1479 (0.1494)  loss_bbox_aux_0: 0.1573 (0.1624)  loss_bbox_aux_1: 0.1534 (0.1544)  loss_bbox_aux_2: 0.1445 (0.1521)  loss_bbox_aux_3: 0.1487 (0.1502)  loss_bbox_aux_4: 0.1480 (0.1494)  loss_bbox_aux_5: 0.1900 (0.1975)  loss_bbox_dn_0: 0.2682 (0.2586)  loss_bbox_dn_1: 0.2032 (0.1892)  loss_bbox_dn_2: 0.1858 (0.1691)  loss_bbox_dn_3: 0.1819 (0.1633)  loss_bbox_dn_4: 0.1793 (0.1619)  loss_bbox_dn_5: 0.1793 (0.1619)  loss_giou: 0.4058 (0.4728)  loss_giou_aux_0: 0.4242 (0.4963)  loss_giou_aux_1: 0.4101 (0.4827)  loss_giou_aux_2: 0.4071 (0.4777)  loss_giou_aux_3: 0.4037 (0.4743)  loss_giou_aux_4: 0.4059 (0.4730)  loss_giou_aux_5: 0.4767 (0.5596)  loss_giou_dn_0: 0.5356 (0.5738)  loss_giou_dn_1: 0.4298 (0.4661)  loss_giou_dn_2: 0.3986 (0.4355)  loss_giou_dn_3: 0.3895 (0.4273)  loss_giou_dn_4: 0.3870 (0.4252)  loss_giou_dn_5: 0.3872 (0.4254)  loss_vfl: 0.7029 (0.6624)  loss_vfl_aux_0: 0.7987 (0.7597)  loss_vfl_aux_1: 0.7306 (0.7164)  loss_vfl_aux_2: 0.7273 (0.6866)  loss_vfl_aux_3: 0.6965 (0.6736)  loss_vfl_aux_4: 0.6886 (0.6662)  loss_vfl_aux_5: 0.7592 (0.7454)  loss_vfl_dn_0: 0.4519 (0.4484)  loss_vfl_dn_1: 0.3843 (0.3835)  loss_vfl_dn_2: 0.3661 (0.3678)  loss_vfl_dn_3: 0.3587 (0.3606)  loss_vfl_dn_4: 0.3549 (0.3581)  loss_vfl_dn_5: 0.3543 (0.3574)  time: 0.4995  data: 0.0142  max mem: 5654
Epoch: [52]  [3400/7393]  eta: 0:32:52  lr: 0.000010  loss: 15.5166 (15.5926)  loss_bbox: 0.1495 (0.1494)  loss_bbox_aux_0: 0.1597 (0.1624)  loss_bbox_aux_1: 0.1524 (0.1544)  loss_bbox_aux_2: 0.1529 (0.1522)  loss_bbox_aux_3: 0.1500 (0.1503)  loss_bbox_aux_4: 0.1490 (0.1495)  loss_bbox_aux_5: 0.1738 (0.1975)  loss_bbox_dn_0: 0.2713 (0.2586)  loss_bbox_dn_1: 0.1936 (0.1893)  loss_bbox_dn_2: 0.1691 (0.1691)  loss_bbox_dn_3: 0.1602 (0.1633)  loss_bbox_dn_4: 0.1573 (0.1620)  loss_bbox_dn_5: 0.1572 (0.1620)  loss_giou: 0.4331 (0.4723)  loss_giou_aux_0: 0.4749 (0.4959)  loss_giou_aux_1: 0.4529 (0.4823)  loss_giou_aux_2: 0.4338 (0.4772)  loss_giou_aux_3: 0.4277 (0.4739)  loss_giou_aux_4: 0.4260 (0.4725)  loss_giou_aux_5: 0.5209 (0.5592)  loss_giou_dn_0: 0.5549 (0.5735)  loss_giou_dn_1: 0.4508 (0.4658)  loss_giou_dn_2: 0.3994 (0.4351)  loss_giou_dn_3: 0.3880 (0.4269)  loss_giou_dn_4: 0.3844 (0.4249)  loss_giou_dn_5: 0.3844 (0.4251)  loss_vfl: 0.6802 (0.6627)  loss_vfl_aux_0: 0.7702 (0.7599)  loss_vfl_aux_1: 0.7147 (0.7165)  loss_vfl_aux_2: 0.7025 (0.6869)  loss_vfl_aux_3: 0.6894 (0.6739)  loss_vfl_aux_4: 0.6816 (0.6664)  loss_vfl_aux_5: 0.7505 (0.7456)  loss_vfl_dn_0: 0.4493 (0.4485)  loss_vfl_dn_1: 0.3848 (0.3835)  loss_vfl_dn_2: 0.3682 (0.3678)  loss_vfl_dn_3: 0.3605 (0.3607)  loss_vfl_dn_4: 0.3572 (0.3582)  loss_vfl_dn_5: 0.3568 (0.3574)  time: 0.4777  data: 0.0140  max mem: 5654
Epoch: [52]  [3500/7393]  eta: 0:32:02  lr: 0.000010  loss: 14.8908 (15.5954)  loss_bbox: 0.1525 (0.1493)  loss_bbox_aux_0: 0.1531 (0.1623)  loss_bbox_aux_1: 0.1429 (0.1543)  loss_bbox_aux_2: 0.1444 (0.1520)  loss_bbox_aux_3: 0.1522 (0.1501)  loss_bbox_aux_4: 0.1525 (0.1493)  loss_bbox_aux_5: 0.1867 (0.1974)  loss_bbox_dn_0: 0.2411 (0.2584)  loss_bbox_dn_1: 0.1669 (0.1890)  loss_bbox_dn_2: 0.1475 (0.1689)  loss_bbox_dn_3: 0.1423 (0.1631)  loss_bbox_dn_4: 0.1429 (0.1618)  loss_bbox_dn_5: 0.1429 (0.1618)  loss_giou: 0.4263 (0.4726)  loss_giou_aux_0: 0.4503 (0.4961)  loss_giou_aux_1: 0.4451 (0.4825)  loss_giou_aux_2: 0.4360 (0.4775)  loss_giou_aux_3: 0.4432 (0.4741)  loss_giou_aux_4: 0.4321 (0.4728)  loss_giou_aux_5: 0.5135 (0.5595)  loss_giou_dn_0: 0.5314 (0.5737)  loss_giou_dn_1: 0.4278 (0.4660)  loss_giou_dn_2: 0.4018 (0.4353)  loss_giou_dn_3: 0.3925 (0.4271)  loss_giou_dn_4: 0.3894 (0.4251)  loss_giou_dn_5: 0.3893 (0.4253)  loss_vfl: 0.6502 (0.6630)  loss_vfl_aux_0: 0.7572 (0.7603)  loss_vfl_aux_1: 0.7135 (0.7168)  loss_vfl_aux_2: 0.6820 (0.6872)  loss_vfl_aux_3: 0.6633 (0.6743)  loss_vfl_aux_4: 0.6555 (0.6667)  loss_vfl_aux_5: 0.7351 (0.7458)  loss_vfl_dn_0: 0.4417 (0.4485)  loss_vfl_dn_1: 0.3773 (0.3835)  loss_vfl_dn_2: 0.3573 (0.3678)  loss_vfl_dn_3: 0.3501 (0.3607)  loss_vfl_dn_4: 0.3457 (0.3582)  loss_vfl_dn_5: 0.3454 (0.3574)  time: 0.4772  data: 0.0141  max mem: 5654
Epoch: [52]  [3600/7393]  eta: 0:31:11  lr: 0.000010  loss: 15.4706 (15.5967)  loss_bbox: 0.1435 (0.1492)  loss_bbox_aux_0: 0.1456 (0.1622)  loss_bbox_aux_1: 0.1442 (0.1542)  loss_bbox_aux_2: 0.1409 (0.1520)  loss_bbox_aux_3: 0.1411 (0.1501)  loss_bbox_aux_4: 0.1379 (0.1493)  loss_bbox_aux_5: 0.1845 (0.1972)  loss_bbox_dn_0: 0.2329 (0.2580)  loss_bbox_dn_1: 0.1656 (0.1889)  loss_bbox_dn_2: 0.1480 (0.1688)  loss_bbox_dn_3: 0.1479 (0.1630)  loss_bbox_dn_4: 0.1463 (0.1616)  loss_bbox_dn_5: 0.1463 (0.1616)  loss_giou: 0.5061 (0.4732)  loss_giou_aux_0: 0.5424 (0.4967)  loss_giou_aux_1: 0.5253 (0.4832)  loss_giou_aux_2: 0.5193 (0.4781)  loss_giou_aux_3: 0.5106 (0.4747)  loss_giou_aux_4: 0.5063 (0.4734)  loss_giou_aux_5: 0.6198 (0.5601)  loss_giou_dn_0: 0.5934 (0.5740)  loss_giou_dn_1: 0.4852 (0.4663)  loss_giou_dn_2: 0.4474 (0.4355)  loss_giou_dn_3: 0.4397 (0.4274)  loss_giou_dn_4: 0.4388 (0.4253)  loss_giou_dn_5: 0.4389 (0.4255)  loss_vfl: 0.6143 (0.6626)  loss_vfl_aux_0: 0.7226 (0.7599)  loss_vfl_aux_1: 0.6807 (0.7162)  loss_vfl_aux_2: 0.6482 (0.6867)  loss_vfl_aux_3: 0.6246 (0.6738)  loss_vfl_aux_4: 0.6321 (0.6663)  loss_vfl_aux_5: 0.7009 (0.7456)  loss_vfl_dn_0: 0.4400 (0.4484)  loss_vfl_dn_1: 0.3795 (0.3836)  loss_vfl_dn_2: 0.3672 (0.3679)  loss_vfl_dn_3: 0.3619 (0.3607)  loss_vfl_dn_4: 0.3602 (0.3582)  loss_vfl_dn_5: 0.3597 (0.3575)  time: 0.4937  data: 0.0149  max mem: 5654
Epoch: [52]  [3700/7393]  eta: 0:30:20  lr: 0.000010  loss: 15.4305 (15.5912)  loss_bbox: 0.1442 (0.1494)  loss_bbox_aux_0: 0.1634 (0.1623)  loss_bbox_aux_1: 0.1530 (0.1544)  loss_bbox_aux_2: 0.1509 (0.1521)  loss_bbox_aux_3: 0.1463 (0.1502)  loss_bbox_aux_4: 0.1419 (0.1495)  loss_bbox_aux_5: 0.2053 (0.1975)  loss_bbox_dn_0: 0.2686 (0.2585)  loss_bbox_dn_1: 0.2083 (0.1892)  loss_bbox_dn_2: 0.1888 (0.1691)  loss_bbox_dn_3: 0.1808 (0.1632)  loss_bbox_dn_4: 0.1801 (0.1619)  loss_bbox_dn_5: 0.1801 (0.1619)  loss_giou: 0.4506 (0.4726)  loss_giou_aux_0: 0.4868 (0.4961)  loss_giou_aux_1: 0.4769 (0.4826)  loss_giou_aux_2: 0.4581 (0.4776)  loss_giou_aux_3: 0.4568 (0.4741)  loss_giou_aux_4: 0.4506 (0.4728)  loss_giou_aux_5: 0.5287 (0.5596)  loss_giou_dn_0: 0.5448 (0.5734)  loss_giou_dn_1: 0.4323 (0.4657)  loss_giou_dn_2: 0.4136 (0.4349)  loss_giou_dn_3: 0.4034 (0.4268)  loss_giou_dn_4: 0.4035 (0.4247)  loss_giou_dn_5: 0.4036 (0.4249)  loss_vfl: 0.6456 (0.6626)  loss_vfl_aux_0: 0.7530 (0.7599)  loss_vfl_aux_1: 0.6838 (0.7160)  loss_vfl_aux_2: 0.6615 (0.6866)  loss_vfl_aux_3: 0.6616 (0.6738)  loss_vfl_aux_4: 0.6493 (0.6662)  loss_vfl_aux_5: 0.7233 (0.7456)  loss_vfl_dn_0: 0.4526 (0.4484)  loss_vfl_dn_1: 0.3760 (0.3835)  loss_vfl_dn_2: 0.3569 (0.3677)  loss_vfl_dn_3: 0.3510 (0.3606)  loss_vfl_dn_4: 0.3495 (0.3581)  loss_vfl_dn_5: 0.3487 (0.3573)  time: 0.4708  data: 0.0144  max mem: 5654
Epoch: [52]  [3800/7393]  eta: 0:29:30  lr: 0.000010  loss: 15.4106 (15.5928)  loss_bbox: 0.1377 (0.1494)  loss_bbox_aux_0: 0.1539 (0.1623)  loss_bbox_aux_1: 0.1522 (0.1545)  loss_bbox_aux_2: 0.1438 (0.1521)  loss_bbox_aux_3: 0.1429 (0.1502)  loss_bbox_aux_4: 0.1384 (0.1495)  loss_bbox_aux_5: 0.1924 (0.1975)  loss_bbox_dn_0: 0.2404 (0.2584)  loss_bbox_dn_1: 0.1781 (0.1892)  loss_bbox_dn_2: 0.1588 (0.1690)  loss_bbox_dn_3: 0.1510 (0.1632)  loss_bbox_dn_4: 0.1506 (0.1619)  loss_bbox_dn_5: 0.1506 (0.1619)  loss_giou: 0.4706 (0.4725)  loss_giou_aux_0: 0.4908 (0.4961)  loss_giou_aux_1: 0.4739 (0.4826)  loss_giou_aux_2: 0.4736 (0.4776)  loss_giou_aux_3: 0.4732 (0.4741)  loss_giou_aux_4: 0.4710 (0.4727)  loss_giou_aux_5: 0.5419 (0.5595)  loss_giou_dn_0: 0.5621 (0.5734)  loss_giou_dn_1: 0.4482 (0.4658)  loss_giou_dn_2: 0.4199 (0.4350)  loss_giou_dn_3: 0.4116 (0.4269)  loss_giou_dn_4: 0.4073 (0.4248)  loss_giou_dn_5: 0.4074 (0.4250)  loss_vfl: 0.6342 (0.6627)  loss_vfl_aux_0: 0.7390 (0.7600)  loss_vfl_aux_1: 0.6821 (0.7161)  loss_vfl_aux_2: 0.6748 (0.6868)  loss_vfl_aux_3: 0.6544 (0.6741)  loss_vfl_aux_4: 0.6359 (0.6664)  loss_vfl_aux_5: 0.7089 (0.7458)  loss_vfl_dn_0: 0.4480 (0.4485)  loss_vfl_dn_1: 0.3801 (0.3835)  loss_vfl_dn_2: 0.3628 (0.3678)  loss_vfl_dn_3: 0.3582 (0.3606)  loss_vfl_dn_4: 0.3549 (0.3581)  loss_vfl_dn_5: 0.3536 (0.3574)  time: 0.4849  data: 0.0147  max mem: 5654
Epoch: [52]  [3900/7393]  eta: 0:28:40  lr: 0.000010  loss: 15.8843 (15.5946)  loss_bbox: 0.1454 (0.1495)  loss_bbox_aux_0: 0.1550 (0.1625)  loss_bbox_aux_1: 0.1494 (0.1546)  loss_bbox_aux_2: 0.1406 (0.1522)  loss_bbox_aux_3: 0.1434 (0.1503)  loss_bbox_aux_4: 0.1442 (0.1496)  loss_bbox_aux_5: 0.1888 (0.1976)  loss_bbox_dn_0: 0.2496 (0.2587)  loss_bbox_dn_1: 0.1863 (0.1894)  loss_bbox_dn_2: 0.1637 (0.1693)  loss_bbox_dn_3: 0.1550 (0.1634)  loss_bbox_dn_4: 0.1547 (0.1621)  loss_bbox_dn_5: 0.1549 (0.1621)  loss_giou: 0.4768 (0.4724)  loss_giou_aux_0: 0.4929 (0.4960)  loss_giou_aux_1: 0.4867 (0.4825)  loss_giou_aux_2: 0.4784 (0.4774)  loss_giou_aux_3: 0.4811 (0.4739)  loss_giou_aux_4: 0.4802 (0.4726)  loss_giou_aux_5: 0.5655 (0.5592)  loss_giou_dn_0: 0.5942 (0.5733)  loss_giou_dn_1: 0.4874 (0.4657)  loss_giou_dn_2: 0.4615 (0.4350)  loss_giou_dn_3: 0.4553 (0.4269)  loss_giou_dn_4: 0.4529 (0.4248)  loss_giou_dn_5: 0.4530 (0.4250)  loss_vfl: 0.6788 (0.6627)  loss_vfl_aux_0: 0.7753 (0.7602)  loss_vfl_aux_1: 0.7428 (0.7162)  loss_vfl_aux_2: 0.7241 (0.6870)  loss_vfl_aux_3: 0.6881 (0.6740)  loss_vfl_aux_4: 0.6873 (0.6664)  loss_vfl_aux_5: 0.7695 (0.7461)  loss_vfl_dn_0: 0.4496 (0.4486)  loss_vfl_dn_1: 0.3896 (0.3835)  loss_vfl_dn_2: 0.3719 (0.3678)  loss_vfl_dn_3: 0.3627 (0.3607)  loss_vfl_dn_4: 0.3603 (0.3582)  loss_vfl_dn_5: 0.3599 (0.3574)  time: 0.4779  data: 0.0144  max mem: 5654
Epoch: [52]  [4000/7393]  eta: 0:27:49  lr: 0.000010  loss: 15.8777 (15.5967)  loss_bbox: 0.1448 (0.1497)  loss_bbox_aux_0: 0.1630 (0.1626)  loss_bbox_aux_1: 0.1449 (0.1547)  loss_bbox_aux_2: 0.1477 (0.1524)  loss_bbox_aux_3: 0.1462 (0.1504)  loss_bbox_aux_4: 0.1447 (0.1497)  loss_bbox_aux_5: 0.1939 (0.1977)  loss_bbox_dn_0: 0.2366 (0.2589)  loss_bbox_dn_1: 0.1714 (0.1896)  loss_bbox_dn_2: 0.1533 (0.1695)  loss_bbox_dn_3: 0.1411 (0.1636)  loss_bbox_dn_4: 0.1405 (0.1623)  loss_bbox_dn_5: 0.1405 (0.1623)  loss_giou: 0.4603 (0.4724)  loss_giou_aux_0: 0.5006 (0.4960)  loss_giou_aux_1: 0.4792 (0.4825)  loss_giou_aux_2: 0.4728 (0.4774)  loss_giou_aux_3: 0.4555 (0.4739)  loss_giou_aux_4: 0.4635 (0.4726)  loss_giou_aux_5: 0.5477 (0.5592)  loss_giou_dn_0: 0.5590 (0.5733)  loss_giou_dn_1: 0.4541 (0.4657)  loss_giou_dn_2: 0.4227 (0.4349)  loss_giou_dn_3: 0.4144 (0.4268)  loss_giou_dn_4: 0.4113 (0.4247)  loss_giou_dn_5: 0.4113 (0.4249)  loss_vfl: 0.6515 (0.6626)  loss_vfl_aux_0: 0.7568 (0.7604)  loss_vfl_aux_1: 0.7213 (0.7164)  loss_vfl_aux_2: 0.6821 (0.6870)  loss_vfl_aux_3: 0.6538 (0.6740)  loss_vfl_aux_4: 0.6561 (0.6663)  loss_vfl_aux_5: 0.7301 (0.7462)  loss_vfl_dn_0: 0.4481 (0.4486)  loss_vfl_dn_1: 0.3795 (0.3835)  loss_vfl_dn_2: 0.3662 (0.3678)  loss_vfl_dn_3: 0.3629 (0.3607)  loss_vfl_dn_4: 0.3587 (0.3581)  loss_vfl_dn_5: 0.3593 (0.3574)  time: 0.4828  data: 0.0144  max mem: 5654
Epoch: [52]  [4100/7393]  eta: 0:27:00  lr: 0.000010  loss: 15.6509 (15.5932)  loss_bbox: 0.1569 (0.1499)  loss_bbox_aux_0: 0.1741 (0.1628)  loss_bbox_aux_1: 0.1704 (0.1549)  loss_bbox_aux_2: 0.1575 (0.1526)  loss_bbox_aux_3: 0.1532 (0.1506)  loss_bbox_aux_4: 0.1569 (0.1499)  loss_bbox_aux_5: 0.2127 (0.1980)  loss_bbox_dn_0: 0.2956 (0.2594)  loss_bbox_dn_1: 0.2001 (0.1898)  loss_bbox_dn_2: 0.1844 (0.1696)  loss_bbox_dn_3: 0.1801 (0.1638)  loss_bbox_dn_4: 0.1782 (0.1625)  loss_bbox_dn_5: 0.1782 (0.1625)  loss_giou: 0.4375 (0.4717)  loss_giou_aux_0: 0.4501 (0.4954)  loss_giou_aux_1: 0.4443 (0.4818)  loss_giou_aux_2: 0.4397 (0.4767)  loss_giou_aux_3: 0.4338 (0.4732)  loss_giou_aux_4: 0.4492 (0.4719)  loss_giou_aux_5: 0.4983 (0.5586)  loss_giou_dn_0: 0.5620 (0.5729)  loss_giou_dn_1: 0.4689 (0.4652)  loss_giou_dn_2: 0.4342 (0.4345)  loss_giou_dn_3: 0.4283 (0.4263)  loss_giou_dn_4: 0.4291 (0.4243)  loss_giou_dn_5: 0.4287 (0.4244)  loss_vfl: 0.6612 (0.6628)  loss_vfl_aux_0: 0.7672 (0.7606)  loss_vfl_aux_1: 0.7283 (0.7164)  loss_vfl_aux_2: 0.7048 (0.6871)  loss_vfl_aux_3: 0.6795 (0.6742)  loss_vfl_aux_4: 0.6677 (0.6665)  loss_vfl_aux_5: 0.7504 (0.7466)  loss_vfl_dn_0: 0.4507 (0.4486)  loss_vfl_dn_1: 0.3860 (0.3835)  loss_vfl_dn_2: 0.3704 (0.3677)  loss_vfl_dn_3: 0.3592 (0.3606)  loss_vfl_dn_4: 0.3553 (0.3581)  loss_vfl_dn_5: 0.3530 (0.3573)  time: 0.4803  data: 0.0139  max mem: 5654
Epoch: [52]  [4200/7393]  eta: 0:26:10  lr: 0.000010  loss: 14.9176 (15.5891)  loss_bbox: 0.1505 (0.1499)  loss_bbox_aux_0: 0.1600 (0.1629)  loss_bbox_aux_1: 0.1475 (0.1550)  loss_bbox_aux_2: 0.1454 (0.1526)  loss_bbox_aux_3: 0.1341 (0.1506)  loss_bbox_aux_4: 0.1344 (0.1499)  loss_bbox_aux_5: 0.1825 (0.1980)  loss_bbox_dn_0: 0.2374 (0.2595)  loss_bbox_dn_1: 0.1806 (0.1899)  loss_bbox_dn_2: 0.1539 (0.1696)  loss_bbox_dn_3: 0.1492 (0.1638)  loss_bbox_dn_4: 0.1475 (0.1624)  loss_bbox_dn_5: 0.1475 (0.1624)  loss_giou: 0.4031 (0.4713)  loss_giou_aux_0: 0.4358 (0.4950)  loss_giou_aux_1: 0.4191 (0.4814)  loss_giou_aux_2: 0.4224 (0.4763)  loss_giou_aux_3: 0.4115 (0.4728)  loss_giou_aux_4: 0.4126 (0.4715)  loss_giou_aux_5: 0.5099 (0.5582)  loss_giou_dn_0: 0.5192 (0.5726)  loss_giou_dn_1: 0.4121 (0.4649)  loss_giou_dn_2: 0.3881 (0.4341)  loss_giou_dn_3: 0.3768 (0.4260)  loss_giou_dn_4: 0.3751 (0.4239)  loss_giou_dn_5: 0.3750 (0.4241)  loss_vfl: 0.6462 (0.6629)  loss_vfl_aux_0: 0.7598 (0.7608)  loss_vfl_aux_1: 0.6955 (0.7165)  loss_vfl_aux_2: 0.6552 (0.6872)  loss_vfl_aux_3: 0.6537 (0.6743)  loss_vfl_aux_4: 0.6465 (0.6666)  loss_vfl_aux_5: 0.7346 (0.7468)  loss_vfl_dn_0: 0.4404 (0.4486)  loss_vfl_dn_1: 0.3702 (0.3834)  loss_vfl_dn_2: 0.3551 (0.3677)  loss_vfl_dn_3: 0.3464 (0.3605)  loss_vfl_dn_4: 0.3459 (0.3580)  loss_vfl_dn_5: 0.3429 (0.3573)  time: 0.5013  data: 0.0147  max mem: 5654
Epoch: [52]  [4300/7393]  eta: 0:25:21  lr: 0.000010  loss: 15.2645 (15.5886)  loss_bbox: 0.1334 (0.1498)  loss_bbox_aux_0: 0.1534 (0.1628)  loss_bbox_aux_1: 0.1426 (0.1549)  loss_bbox_aux_2: 0.1339 (0.1526)  loss_bbox_aux_3: 0.1433 (0.1506)  loss_bbox_aux_4: 0.1329 (0.1499)  loss_bbox_aux_5: 0.1779 (0.1980)  loss_bbox_dn_0: 0.2247 (0.2594)  loss_bbox_dn_1: 0.1710 (0.1898)  loss_bbox_dn_2: 0.1507 (0.1696)  loss_bbox_dn_3: 0.1483 (0.1638)  loss_bbox_dn_4: 0.1483 (0.1624)  loss_bbox_dn_5: 0.1483 (0.1624)  loss_giou: 0.4443 (0.4711)  loss_giou_aux_0: 0.4594 (0.4948)  loss_giou_aux_1: 0.4548 (0.4812)  loss_giou_aux_2: 0.4556 (0.4761)  loss_giou_aux_3: 0.4505 (0.4726)  loss_giou_aux_4: 0.4457 (0.4713)  loss_giou_aux_5: 0.5206 (0.5579)  loss_giou_dn_0: 0.5441 (0.5724)  loss_giou_dn_1: 0.4383 (0.4647)  loss_giou_dn_2: 0.4137 (0.4340)  loss_giou_dn_3: 0.4030 (0.4258)  loss_giou_dn_4: 0.4002 (0.4238)  loss_giou_dn_5: 0.4001 (0.4240)  loss_vfl: 0.6534 (0.6631)  loss_vfl_aux_0: 0.7804 (0.7612)  loss_vfl_aux_1: 0.7336 (0.7169)  loss_vfl_aux_2: 0.6868 (0.6876)  loss_vfl_aux_3: 0.6706 (0.6745)  loss_vfl_aux_4: 0.6531 (0.6669)  loss_vfl_aux_5: 0.7491 (0.7472)  loss_vfl_dn_0: 0.4454 (0.4486)  loss_vfl_dn_1: 0.3817 (0.3834)  loss_vfl_dn_2: 0.3672 (0.3677)  loss_vfl_dn_3: 0.3589 (0.3605)  loss_vfl_dn_4: 0.3573 (0.3580)  loss_vfl_dn_5: 0.3555 (0.3573)  time: 0.4932  data: 0.0141  max mem: 5654
Epoch: [52]  [4400/7393]  eta: 0:24:31  lr: 0.000010  loss: 14.9267 (15.5841)  loss_bbox: 0.1324 (0.1498)  loss_bbox_aux_0: 0.1475 (0.1627)  loss_bbox_aux_1: 0.1384 (0.1549)  loss_bbox_aux_2: 0.1365 (0.1525)  loss_bbox_aux_3: 0.1342 (0.1505)  loss_bbox_aux_4: 0.1305 (0.1498)  loss_bbox_aux_5: 0.1790 (0.1979)  loss_bbox_dn_0: 0.2261 (0.2595)  loss_bbox_dn_1: 0.1634 (0.1898)  loss_bbox_dn_2: 0.1533 (0.1696)  loss_bbox_dn_3: 0.1513 (0.1638)  loss_bbox_dn_4: 0.1500 (0.1624)  loss_bbox_dn_5: 0.1501 (0.1624)  loss_giou: 0.4158 (0.4706)  loss_giou_aux_0: 0.4323 (0.4942)  loss_giou_aux_1: 0.4166 (0.4807)  loss_giou_aux_2: 0.4203 (0.4756)  loss_giou_aux_3: 0.4207 (0.4721)  loss_giou_aux_4: 0.4141 (0.4708)  loss_giou_aux_5: 0.4786 (0.5574)  loss_giou_dn_0: 0.5464 (0.5721)  loss_giou_dn_1: 0.4342 (0.4644)  loss_giou_dn_2: 0.4024 (0.4337)  loss_giou_dn_3: 0.3937 (0.4255)  loss_giou_dn_4: 0.3916 (0.4235)  loss_giou_dn_5: 0.3916 (0.4237)  loss_vfl: 0.6658 (0.6633)  loss_vfl_aux_0: 0.7718 (0.7614)  loss_vfl_aux_1: 0.7294 (0.7171)  loss_vfl_aux_2: 0.7058 (0.6879)  loss_vfl_aux_3: 0.6893 (0.6747)  loss_vfl_aux_4: 0.6702 (0.6671)  loss_vfl_aux_5: 0.7539 (0.7477)  loss_vfl_dn_0: 0.4446 (0.4487)  loss_vfl_dn_1: 0.3758 (0.3834)  loss_vfl_dn_2: 0.3589 (0.3676)  loss_vfl_dn_3: 0.3516 (0.3604)  loss_vfl_dn_4: 0.3502 (0.3579)  loss_vfl_dn_5: 0.3454 (0.3572)  time: 0.4791  data: 0.0143  max mem: 5654
Epoch: [52]  [4500/7393]  eta: 0:23:41  lr: 0.000010  loss: 15.3987 (15.5877)  loss_bbox: 0.1345 (0.1500)  loss_bbox_aux_0: 0.1424 (0.1628)  loss_bbox_aux_1: 0.1382 (0.1550)  loss_bbox_aux_2: 0.1390 (0.1526)  loss_bbox_aux_3: 0.1368 (0.1507)  loss_bbox_aux_4: 0.1365 (0.1500)  loss_bbox_aux_5: 0.1822 (0.1980)  loss_bbox_dn_0: 0.2427 (0.2597)  loss_bbox_dn_1: 0.1735 (0.1900)  loss_bbox_dn_2: 0.1466 (0.1698)  loss_bbox_dn_3: 0.1396 (0.1639)  loss_bbox_dn_4: 0.1355 (0.1626)  loss_bbox_dn_5: 0.1353 (0.1626)  loss_giou: 0.4449 (0.4707)  loss_giou_aux_0: 0.4735 (0.4943)  loss_giou_aux_1: 0.4631 (0.4808)  loss_giou_aux_2: 0.4531 (0.4757)  loss_giou_aux_3: 0.4481 (0.4722)  loss_giou_aux_4: 0.4465 (0.4709)  loss_giou_aux_5: 0.5417 (0.5575)  loss_giou_dn_0: 0.5747 (0.5722)  loss_giou_dn_1: 0.4681 (0.4645)  loss_giou_dn_2: 0.4271 (0.4337)  loss_giou_dn_3: 0.4229 (0.4256)  loss_giou_dn_4: 0.4228 (0.4235)  loss_giou_dn_5: 0.4227 (0.4237)  loss_vfl: 0.6706 (0.6633)  loss_vfl_aux_0: 0.7671 (0.7616)  loss_vfl_aux_1: 0.7166 (0.7172)  loss_vfl_aux_2: 0.6917 (0.6879)  loss_vfl_aux_3: 0.6939 (0.6747)  loss_vfl_aux_4: 0.6786 (0.6671)  loss_vfl_aux_5: 0.7658 (0.7478)  loss_vfl_dn_0: 0.4406 (0.4487)  loss_vfl_dn_1: 0.3820 (0.3834)  loss_vfl_dn_2: 0.3685 (0.3676)  loss_vfl_dn_3: 0.3609 (0.3604)  loss_vfl_dn_4: 0.3592 (0.3579)  loss_vfl_dn_5: 0.3593 (0.3572)  time: 0.4830  data: 0.0142  max mem: 5654
Epoch: [52]  [4600/7393]  eta: 0:22:51  lr: 0.000010  loss: 15.3220 (15.5846)  loss_bbox: 0.1479 (0.1500)  loss_bbox_aux_0: 0.1644 (0.1628)  loss_bbox_aux_1: 0.1620 (0.1550)  loss_bbox_aux_2: 0.1627 (0.1526)  loss_bbox_aux_3: 0.1460 (0.1507)  loss_bbox_aux_4: 0.1452 (0.1500)  loss_bbox_aux_5: 0.2053 (0.1980)  loss_bbox_dn_0: 0.2636 (0.2598)  loss_bbox_dn_1: 0.1955 (0.1900)  loss_bbox_dn_2: 0.1665 (0.1698)  loss_bbox_dn_3: 0.1588 (0.1640)  loss_bbox_dn_4: 0.1577 (0.1626)  loss_bbox_dn_5: 0.1577 (0.1626)  loss_giou: 0.4112 (0.4704)  loss_giou_aux_0: 0.4404 (0.4940)  loss_giou_aux_1: 0.4205 (0.4805)  loss_giou_aux_2: 0.4169 (0.4753)  loss_giou_aux_3: 0.4161 (0.4719)  loss_giou_aux_4: 0.4113 (0.4706)  loss_giou_aux_5: 0.4974 (0.5571)  loss_giou_dn_0: 0.5478 (0.5720)  loss_giou_dn_1: 0.4248 (0.4643)  loss_giou_dn_2: 0.3867 (0.4335)  loss_giou_dn_3: 0.3773 (0.4254)  loss_giou_dn_4: 0.3784 (0.4233)  loss_giou_dn_5: 0.3785 (0.4235)  loss_vfl: 0.6458 (0.6632)  loss_vfl_aux_0: 0.7816 (0.7618)  loss_vfl_aux_1: 0.7127 (0.7172)  loss_vfl_aux_2: 0.6829 (0.6879)  loss_vfl_aux_3: 0.6710 (0.6746)  loss_vfl_aux_4: 0.6493 (0.6670)  loss_vfl_aux_5: 0.7579 (0.7479)  loss_vfl_dn_0: 0.4426 (0.4487)  loss_vfl_dn_1: 0.3822 (0.3834)  loss_vfl_dn_2: 0.3714 (0.3676)  loss_vfl_dn_3: 0.3651 (0.3604)  loss_vfl_dn_4: 0.3630 (0.3579)  loss_vfl_dn_5: 0.3625 (0.3572)  time: 0.4837  data: 0.0140  max mem: 5654
Epoch: [52]  [4700/7393]  eta: 0:22:02  lr: 0.000010  loss: 15.5437 (15.5845)  loss_bbox: 0.1467 (0.1500)  loss_bbox_aux_0: 0.1453 (0.1627)  loss_bbox_aux_1: 0.1452 (0.1550)  loss_bbox_aux_2: 0.1502 (0.1527)  loss_bbox_aux_3: 0.1502 (0.1507)  loss_bbox_aux_4: 0.1515 (0.1500)  loss_bbox_aux_5: 0.1881 (0.1980)  loss_bbox_dn_0: 0.2600 (0.2598)  loss_bbox_dn_1: 0.1749 (0.1900)  loss_bbox_dn_2: 0.1557 (0.1697)  loss_bbox_dn_3: 0.1499 (0.1639)  loss_bbox_dn_4: 0.1497 (0.1626)  loss_bbox_dn_5: 0.1497 (0.1626)  loss_giou: 0.4436 (0.4705)  loss_giou_aux_0: 0.4554 (0.4941)  loss_giou_aux_1: 0.4548 (0.4806)  loss_giou_aux_2: 0.4402 (0.4755)  loss_giou_aux_3: 0.4470 (0.4720)  loss_giou_aux_4: 0.4457 (0.4707)  loss_giou_aux_5: 0.5114 (0.5572)  loss_giou_dn_0: 0.5766 (0.5720)  loss_giou_dn_1: 0.4644 (0.4643)  loss_giou_dn_2: 0.4312 (0.4335)  loss_giou_dn_3: 0.4246 (0.4254)  loss_giou_dn_4: 0.4222 (0.4233)  loss_giou_dn_5: 0.4228 (0.4235)  loss_vfl: 0.6273 (0.6631)  loss_vfl_aux_0: 0.7417 (0.7618)  loss_vfl_aux_1: 0.6583 (0.7171)  loss_vfl_aux_2: 0.6431 (0.6878)  loss_vfl_aux_3: 0.6263 (0.6746)  loss_vfl_aux_4: 0.6227 (0.6669)  loss_vfl_aux_5: 0.7247 (0.7479)  loss_vfl_dn_0: 0.4470 (0.4487)  loss_vfl_dn_1: 0.3796 (0.3833)  loss_vfl_dn_2: 0.3639 (0.3676)  loss_vfl_dn_3: 0.3586 (0.3604)  loss_vfl_dn_4: 0.3560 (0.3579)  loss_vfl_dn_5: 0.3558 (0.3572)  time: 0.4850  data: 0.0138  max mem: 5654
Epoch: [52]  [4800/7393]  eta: 0:21:12  lr: 0.000010  loss: 15.3286 (15.5816)  loss_bbox: 0.1434 (0.1499)  loss_bbox_aux_0: 0.1602 (0.1626)  loss_bbox_aux_1: 0.1541 (0.1549)  loss_bbox_aux_2: 0.1519 (0.1526)  loss_bbox_aux_3: 0.1413 (0.1506)  loss_bbox_aux_4: 0.1384 (0.1499)  loss_bbox_aux_5: 0.1933 (0.1979)  loss_bbox_dn_0: 0.2720 (0.2597)  loss_bbox_dn_1: 0.1843 (0.1899)  loss_bbox_dn_2: 0.1642 (0.1697)  loss_bbox_dn_3: 0.1630 (0.1639)  loss_bbox_dn_4: 0.1615 (0.1625)  loss_bbox_dn_5: 0.1616 (0.1625)  loss_giou: 0.4414 (0.4702)  loss_giou_aux_0: 0.4276 (0.4937)  loss_giou_aux_1: 0.4210 (0.4802)  loss_giou_aux_2: 0.4252 (0.4752)  loss_giou_aux_3: 0.4396 (0.4716)  loss_giou_aux_4: 0.4369 (0.4704)  loss_giou_aux_5: 0.5119 (0.5569)  loss_giou_dn_0: 0.5483 (0.5719)  loss_giou_dn_1: 0.4489 (0.4641)  loss_giou_dn_2: 0.4162 (0.4333)  loss_giou_dn_3: 0.4094 (0.4252)  loss_giou_dn_4: 0.4099 (0.4231)  loss_giou_dn_5: 0.4098 (0.4233)  loss_vfl: 0.6991 (0.6633)  loss_vfl_aux_0: 0.7800 (0.7621)  loss_vfl_aux_1: 0.7345 (0.7175)  loss_vfl_aux_2: 0.6992 (0.6880)  loss_vfl_aux_3: 0.7010 (0.6749)  loss_vfl_aux_4: 0.6986 (0.6671)  loss_vfl_aux_5: 0.7635 (0.7481)  loss_vfl_dn_0: 0.4484 (0.4487)  loss_vfl_dn_1: 0.3823 (0.3833)  loss_vfl_dn_2: 0.3692 (0.3675)  loss_vfl_dn_3: 0.3586 (0.3604)  loss_vfl_dn_4: 0.3531 (0.3579)  loss_vfl_dn_5: 0.3519 (0.3571)  time: 0.4936  data: 0.0145  max mem: 5654
Epoch: [52]  [4900/7393]  eta: 0:20:26  lr: 0.000010  loss: 16.2220 (15.5833)  loss_bbox: 0.1401 (0.1499)  loss_bbox_aux_0: 0.1458 (0.1626)  loss_bbox_aux_1: 0.1414 (0.1548)  loss_bbox_aux_2: 0.1428 (0.1526)  loss_bbox_aux_3: 0.1405 (0.1506)  loss_bbox_aux_4: 0.1370 (0.1499)  loss_bbox_aux_5: 0.1849 (0.1978)  loss_bbox_dn_0: 0.2287 (0.2596)  loss_bbox_dn_1: 0.1701 (0.1899)  loss_bbox_dn_2: 0.1523 (0.1696)  loss_bbox_dn_3: 0.1473 (0.1638)  loss_bbox_dn_4: 0.1466 (0.1625)  loss_bbox_dn_5: 0.1464 (0.1625)  loss_giou: 0.5232 (0.4705)  loss_giou_aux_0: 0.5611 (0.4939)  loss_giou_aux_1: 0.5317 (0.4805)  loss_giou_aux_2: 0.5233 (0.4754)  loss_giou_aux_3: 0.5248 (0.4719)  loss_giou_aux_4: 0.5275 (0.4706)  loss_giou_aux_5: 0.6141 (0.5572)  loss_giou_dn_0: 0.6172 (0.5720)  loss_giou_dn_1: 0.5140 (0.4642)  loss_giou_dn_2: 0.4739 (0.4334)  loss_giou_dn_3: 0.4673 (0.4253)  loss_giou_dn_4: 0.4649 (0.4233)  loss_giou_dn_5: 0.4649 (0.4234)  loss_vfl: 0.6072 (0.6633)  loss_vfl_aux_0: 0.7025 (0.7621)  loss_vfl_aux_1: 0.6348 (0.7174)  loss_vfl_aux_2: 0.6115 (0.6879)  loss_vfl_aux_3: 0.6161 (0.6749)  loss_vfl_aux_4: 0.6102 (0.6671)  loss_vfl_aux_5: 0.6881 (0.7479)  loss_vfl_dn_0: 0.4352 (0.4487)  loss_vfl_dn_1: 0.3869 (0.3833)  loss_vfl_dn_2: 0.3725 (0.3676)  loss_vfl_dn_3: 0.3647 (0.3604)  loss_vfl_dn_4: 0.3627 (0.3579)  loss_vfl_dn_5: 0.3636 (0.3571)  time: 0.7842  data: 0.0141  max mem: 5654
Epoch: [52]  [5000/7393]  eta: 0:19:36  lr: 0.000010  loss: 15.6344 (15.5843)  loss_bbox: 0.1584 (0.1499)  loss_bbox_aux_0: 0.1731 (0.1626)  loss_bbox_aux_1: 0.1568 (0.1548)  loss_bbox_aux_2: 0.1506 (0.1526)  loss_bbox_aux_3: 0.1537 (0.1506)  loss_bbox_aux_4: 0.1542 (0.1499)  loss_bbox_aux_5: 0.2288 (0.1979)  loss_bbox_dn_0: 0.2631 (0.2595)  loss_bbox_dn_1: 0.1975 (0.1898)  loss_bbox_dn_2: 0.1709 (0.1696)  loss_bbox_dn_3: 0.1645 (0.1638)  loss_bbox_dn_4: 0.1634 (0.1625)  loss_bbox_dn_5: 0.1634 (0.1625)  loss_giou: 0.4572 (0.4705)  loss_giou_aux_0: 0.5048 (0.4939)  loss_giou_aux_1: 0.4729 (0.4805)  loss_giou_aux_2: 0.4676 (0.4755)  loss_giou_aux_3: 0.4554 (0.4720)  loss_giou_aux_4: 0.4620 (0.4707)  loss_giou_aux_5: 0.5437 (0.5573)  loss_giou_dn_0: 0.5726 (0.5720)  loss_giou_dn_1: 0.4606 (0.4643)  loss_giou_dn_2: 0.4268 (0.4335)  loss_giou_dn_3: 0.4194 (0.4254)  loss_giou_dn_4: 0.4182 (0.4233)  loss_giou_dn_5: 0.4182 (0.4235)  loss_vfl: 0.6721 (0.6634)  loss_vfl_aux_0: 0.7732 (0.7622)  loss_vfl_aux_1: 0.7518 (0.7175)  loss_vfl_aux_2: 0.7064 (0.6880)  loss_vfl_aux_3: 0.6765 (0.6749)  loss_vfl_aux_4: 0.6725 (0.6672)  loss_vfl_aux_5: 0.7300 (0.7478)  loss_vfl_dn_0: 0.4445 (0.4487)  loss_vfl_dn_1: 0.3804 (0.3833)  loss_vfl_dn_2: 0.3648 (0.3676)  loss_vfl_dn_3: 0.3541 (0.3604)  loss_vfl_dn_4: 0.3509 (0.3579)  loss_vfl_dn_5: 0.3508 (0.3571)  time: 0.4845  data: 0.0139  max mem: 5654
Epoch: [52]  [5100/7393]  eta: 0:18:49  lr: 0.000010  loss: 15.4402 (15.5813)  loss_bbox: 0.1388 (0.1499)  loss_bbox_aux_0: 0.1571 (0.1625)  loss_bbox_aux_1: 0.1470 (0.1548)  loss_bbox_aux_2: 0.1402 (0.1526)  loss_bbox_aux_3: 0.1355 (0.1506)  loss_bbox_aux_4: 0.1387 (0.1499)  loss_bbox_aux_5: 0.1855 (0.1979)  loss_bbox_dn_0: 0.2504 (0.2596)  loss_bbox_dn_1: 0.1870 (0.1899)  loss_bbox_dn_2: 0.1689 (0.1697)  loss_bbox_dn_3: 0.1517 (0.1639)  loss_bbox_dn_4: 0.1496 (0.1626)  loss_bbox_dn_5: 0.1496 (0.1626)  loss_giou: 0.4892 (0.4701)  loss_giou_aux_0: 0.5042 (0.4936)  loss_giou_aux_1: 0.4902 (0.4802)  loss_giou_aux_2: 0.4893 (0.4752)  loss_giou_aux_3: 0.4932 (0.4716)  loss_giou_aux_4: 0.4912 (0.4704)  loss_giou_aux_5: 0.5550 (0.5569)  loss_giou_dn_0: 0.5783 (0.5719)  loss_giou_dn_1: 0.4621 (0.4641)  loss_giou_dn_2: 0.4373 (0.4333)  loss_giou_dn_3: 0.4282 (0.4252)  loss_giou_dn_4: 0.4260 (0.4231)  loss_giou_dn_5: 0.4262 (0.4233)  loss_vfl: 0.6247 (0.6633)  loss_vfl_aux_0: 0.7200 (0.7624)  loss_vfl_aux_1: 0.6729 (0.7177)  loss_vfl_aux_2: 0.6581 (0.6880)  loss_vfl_aux_3: 0.6408 (0.6749)  loss_vfl_aux_4: 0.6336 (0.6671)  loss_vfl_aux_5: 0.7222 (0.7478)  loss_vfl_dn_0: 0.4409 (0.4486)  loss_vfl_dn_1: 0.3783 (0.3833)  loss_vfl_dn_2: 0.3605 (0.3675)  loss_vfl_dn_3: 0.3593 (0.3604)  loss_vfl_dn_4: 0.3577 (0.3579)  loss_vfl_dn_5: 0.3566 (0.3571)  time: 0.4814  data: 0.0144  max mem: 5654
Epoch: [52]  [5200/7393]  eta: 0:18:00  lr: 0.000010  loss: 15.8582 (15.5820)  loss_bbox: 0.1388 (0.1499)  loss_bbox_aux_0: 0.1571 (0.1626)  loss_bbox_aux_1: 0.1481 (0.1548)  loss_bbox_aux_2: 0.1421 (0.1526)  loss_bbox_aux_3: 0.1428 (0.1507)  loss_bbox_aux_4: 0.1387 (0.1500)  loss_bbox_aux_5: 0.1920 (0.1979)  loss_bbox_dn_0: 0.2654 (0.2597)  loss_bbox_dn_1: 0.1951 (0.1900)  loss_bbox_dn_2: 0.1725 (0.1698)  loss_bbox_dn_3: 0.1683 (0.1640)  loss_bbox_dn_4: 0.1655 (0.1626)  loss_bbox_dn_5: 0.1655 (0.1626)  loss_giou: 0.5019 (0.4702)  loss_giou_aux_0: 0.4989 (0.4937)  loss_giou_aux_1: 0.4937 (0.4802)  loss_giou_aux_2: 0.5096 (0.4753)  loss_giou_aux_3: 0.5090 (0.4717)  loss_giou_aux_4: 0.5032 (0.4704)  loss_giou_aux_5: 0.5565 (0.5570)  loss_giou_dn_0: 0.5682 (0.5719)  loss_giou_dn_1: 0.4694 (0.4641)  loss_giou_dn_2: 0.4432 (0.4333)  loss_giou_dn_3: 0.4325 (0.4252)  loss_giou_dn_4: 0.4294 (0.4231)  loss_giou_dn_5: 0.4295 (0.4233)  loss_vfl: 0.6848 (0.6632)  loss_vfl_aux_0: 0.7790 (0.7624)  loss_vfl_aux_1: 0.7234 (0.7177)  loss_vfl_aux_2: 0.6962 (0.6879)  loss_vfl_aux_3: 0.6890 (0.6747)  loss_vfl_aux_4: 0.6883 (0.6670)  loss_vfl_aux_5: 0.7517 (0.7479)  loss_vfl_dn_0: 0.4444 (0.4486)  loss_vfl_dn_1: 0.3753 (0.3832)  loss_vfl_dn_2: 0.3630 (0.3675)  loss_vfl_dn_3: 0.3531 (0.3603)  loss_vfl_dn_4: 0.3552 (0.3578)  loss_vfl_dn_5: 0.3541 (0.3571)  time: 0.4832  data: 0.0142  max mem: 5654
Epoch: [52]  [5300/7393]  eta: 0:17:10  lr: 0.000010  loss: 15.8326 (15.5810)  loss_bbox: 0.1307 (0.1499)  loss_bbox_aux_0: 0.1566 (0.1626)  loss_bbox_aux_1: 0.1435 (0.1549)  loss_bbox_aux_2: 0.1330 (0.1526)  loss_bbox_aux_3: 0.1335 (0.1507)  loss_bbox_aux_4: 0.1326 (0.1499)  loss_bbox_aux_5: 0.1825 (0.1980)  loss_bbox_dn_0: 0.2182 (0.2597)  loss_bbox_dn_1: 0.1638 (0.1900)  loss_bbox_dn_2: 0.1505 (0.1698)  loss_bbox_dn_3: 0.1411 (0.1639)  loss_bbox_dn_4: 0.1370 (0.1626)  loss_bbox_dn_5: 0.1370 (0.1626)  loss_giou: 0.4790 (0.4702)  loss_giou_aux_0: 0.4936 (0.4936)  loss_giou_aux_1: 0.4878 (0.4802)  loss_giou_aux_2: 0.4977 (0.4752)  loss_giou_aux_3: 0.4834 (0.4717)  loss_giou_aux_4: 0.4833 (0.4704)  loss_giou_aux_5: 0.5654 (0.5571)  loss_giou_dn_0: 0.5811 (0.5719)  loss_giou_dn_1: 0.4833 (0.4642)  loss_giou_dn_2: 0.4480 (0.4334)  loss_giou_dn_3: 0.4344 (0.4252)  loss_giou_dn_4: 0.4300 (0.4231)  loss_giou_dn_5: 0.4297 (0.4233)  loss_vfl: 0.6598 (0.6631)  loss_vfl_aux_0: 0.7546 (0.7622)  loss_vfl_aux_1: 0.7144 (0.7176)  loss_vfl_aux_2: 0.6905 (0.6878)  loss_vfl_aux_3: 0.6641 (0.6746)  loss_vfl_aux_4: 0.6539 (0.6668)  loss_vfl_aux_5: 0.7149 (0.7476)  loss_vfl_dn_0: 0.4527 (0.4486)  loss_vfl_dn_1: 0.3877 (0.3832)  loss_vfl_dn_2: 0.3765 (0.3675)  loss_vfl_dn_3: 0.3705 (0.3603)  loss_vfl_dn_4: 0.3703 (0.3578)  loss_vfl_dn_5: 0.3733 (0.3571)  time: 0.5006  data: 0.0143  max mem: 5654
Epoch: [52]  [5400/7393]  eta: 0:16:21  lr: 0.000010  loss: 15.2821 (15.5784)  loss_bbox: 0.1393 (0.1499)  loss_bbox_aux_0: 0.1531 (0.1626)  loss_bbox_aux_1: 0.1422 (0.1549)  loss_bbox_aux_2: 0.1462 (0.1526)  loss_bbox_aux_3: 0.1412 (0.1506)  loss_bbox_aux_4: 0.1382 (0.1499)  loss_bbox_aux_5: 0.1881 (0.1980)  loss_bbox_dn_0: 0.2362 (0.2597)  loss_bbox_dn_1: 0.1843 (0.1900)  loss_bbox_dn_2: 0.1648 (0.1698)  loss_bbox_dn_3: 0.1611 (0.1639)  loss_bbox_dn_4: 0.1615 (0.1626)  loss_bbox_dn_5: 0.1614 (0.1626)  loss_giou: 0.4245 (0.4698)  loss_giou_aux_0: 0.4446 (0.4933)  loss_giou_aux_1: 0.4317 (0.4799)  loss_giou_aux_2: 0.4339 (0.4749)  loss_giou_aux_3: 0.4246 (0.4714)  loss_giou_aux_4: 0.4231 (0.4701)  loss_giou_aux_5: 0.5046 (0.5568)  loss_giou_dn_0: 0.5659 (0.5717)  loss_giou_dn_1: 0.4290 (0.4640)  loss_giou_dn_2: 0.3957 (0.4332)  loss_giou_dn_3: 0.3890 (0.4250)  loss_giou_dn_4: 0.3880 (0.4229)  loss_giou_dn_5: 0.3882 (0.4231)  loss_vfl: 0.6858 (0.6633)  loss_vfl_aux_0: 0.7953 (0.7624)  loss_vfl_aux_1: 0.7292 (0.7177)  loss_vfl_aux_2: 0.7198 (0.6880)  loss_vfl_aux_3: 0.7093 (0.6748)  loss_vfl_aux_4: 0.7020 (0.6670)  loss_vfl_aux_5: 0.7696 (0.7477)  loss_vfl_dn_0: 0.4434 (0.4485)  loss_vfl_dn_1: 0.3862 (0.3832)  loss_vfl_dn_2: 0.3699 (0.3675)  loss_vfl_dn_3: 0.3632 (0.3603)  loss_vfl_dn_4: 0.3574 (0.3578)  loss_vfl_dn_5: 0.3554 (0.3571)  time: 0.4798  data: 0.0137  max mem: 5654
Epoch: [52]  [5500/7393]  eta: 0:15:31  lr: 0.000010  loss: 15.0747 (15.5774)  loss_bbox: 0.1320 (0.1499)  loss_bbox_aux_0: 0.1361 (0.1626)  loss_bbox_aux_1: 0.1334 (0.1549)  loss_bbox_aux_2: 0.1332 (0.1526)  loss_bbox_aux_3: 0.1368 (0.1507)  loss_bbox_aux_4: 0.1321 (0.1499)  loss_bbox_aux_5: 0.1755 (0.1980)  loss_bbox_dn_0: 0.2228 (0.2597)  loss_bbox_dn_1: 0.1677 (0.1900)  loss_bbox_dn_2: 0.1461 (0.1698)  loss_bbox_dn_3: 0.1406 (0.1639)  loss_bbox_dn_4: 0.1405 (0.1626)  loss_bbox_dn_5: 0.1405 (0.1626)  loss_giou: 0.4691 (0.4699)  loss_giou_aux_0: 0.4731 (0.4934)  loss_giou_aux_1: 0.4739 (0.4799)  loss_giou_aux_2: 0.4670 (0.4749)  loss_giou_aux_3: 0.4597 (0.4714)  loss_giou_aux_4: 0.4693 (0.4701)  loss_giou_aux_5: 0.5348 (0.5569)  loss_giou_dn_0: 0.5471 (0.5717)  loss_giou_dn_1: 0.4444 (0.4640)  loss_giou_dn_2: 0.4130 (0.4332)  loss_giou_dn_3: 0.4048 (0.4250)  loss_giou_dn_4: 0.4036 (0.4230)  loss_giou_dn_5: 0.4040 (0.4232)  loss_vfl: 0.6470 (0.6631)  loss_vfl_aux_0: 0.7112 (0.7621)  loss_vfl_aux_1: 0.6965 (0.7174)  loss_vfl_aux_2: 0.6711 (0.6878)  loss_vfl_aux_3: 0.6645 (0.6746)  loss_vfl_aux_4: 0.6581 (0.6669)  loss_vfl_aux_5: 0.7158 (0.7474)  loss_vfl_dn_0: 0.4455 (0.4485)  loss_vfl_dn_1: 0.3805 (0.3832)  loss_vfl_dn_2: 0.3630 (0.3675)  loss_vfl_dn_3: 0.3575 (0.3603)  loss_vfl_dn_4: 0.3554 (0.3578)  loss_vfl_dn_5: 0.3551 (0.3571)  time: 0.4826  data: 0.0141  max mem: 5654
Epoch: [52]  [5600/7393]  eta: 0:14:42  lr: 0.000010  loss: 16.1525 (15.5754)  loss_bbox: 0.1404 (0.1499)  loss_bbox_aux_0: 0.1523 (0.1626)  loss_bbox_aux_1: 0.1425 (0.1548)  loss_bbox_aux_2: 0.1416 (0.1526)  loss_bbox_aux_3: 0.1397 (0.1506)  loss_bbox_aux_4: 0.1413 (0.1499)  loss_bbox_aux_5: 0.1836 (0.1980)  loss_bbox_dn_0: 0.2419 (0.2595)  loss_bbox_dn_1: 0.1704 (0.1899)  loss_bbox_dn_2: 0.1527 (0.1696)  loss_bbox_dn_3: 0.1443 (0.1638)  loss_bbox_dn_4: 0.1418 (0.1625)  loss_bbox_dn_5: 0.1417 (0.1625)  loss_giou: 0.4554 (0.4698)  loss_giou_aux_0: 0.4853 (0.4933)  loss_giou_aux_1: 0.4657 (0.4799)  loss_giou_aux_2: 0.4529 (0.4749)  loss_giou_aux_3: 0.4555 (0.4714)  loss_giou_aux_4: 0.4573 (0.4700)  loss_giou_aux_5: 0.5679 (0.5568)  loss_giou_dn_0: 0.5655 (0.5717)  loss_giou_dn_1: 0.4560 (0.4639)  loss_giou_dn_2: 0.4220 (0.4331)  loss_giou_dn_3: 0.4134 (0.4250)  loss_giou_dn_4: 0.4121 (0.4229)  loss_giou_dn_5: 0.4130 (0.4231)  loss_vfl: 0.6537 (0.6631)  loss_vfl_aux_0: 0.7358 (0.7620)  loss_vfl_aux_1: 0.7056 (0.7174)  loss_vfl_aux_2: 0.6906 (0.6879)  loss_vfl_aux_3: 0.6531 (0.6746)  loss_vfl_aux_4: 0.6566 (0.6670)  loss_vfl_aux_5: 0.7213 (0.7473)  loss_vfl_dn_0: 0.4486 (0.4485)  loss_vfl_dn_1: 0.3859 (0.3832)  loss_vfl_dn_2: 0.3640 (0.3675)  loss_vfl_dn_3: 0.3571 (0.3603)  loss_vfl_dn_4: 0.3537 (0.3578)  loss_vfl_dn_5: 0.3514 (0.3570)  time: 0.4751  data: 0.0140  max mem: 5654
Epoch: [52]  [5700/7393]  eta: 0:13:54  lr: 0.000010  loss: 15.5278 (15.5743)  loss_bbox: 0.1396 (0.1499)  loss_bbox_aux_0: 0.1541 (0.1625)  loss_bbox_aux_1: 0.1467 (0.1548)  loss_bbox_aux_2: 0.1419 (0.1526)  loss_bbox_aux_3: 0.1378 (0.1506)  loss_bbox_aux_4: 0.1396 (0.1498)  loss_bbox_aux_5: 0.1890 (0.1980)  loss_bbox_dn_0: 0.2408 (0.2594)  loss_bbox_dn_1: 0.1793 (0.1898)  loss_bbox_dn_2: 0.1536 (0.1696)  loss_bbox_dn_3: 0.1471 (0.1638)  loss_bbox_dn_4: 0.1492 (0.1624)  loss_bbox_dn_5: 0.1492 (0.1624)  loss_giou: 0.4322 (0.4698)  loss_giou_aux_0: 0.4722 (0.4933)  loss_giou_aux_1: 0.4550 (0.4798)  loss_giou_aux_2: 0.4485 (0.4748)  loss_giou_aux_3: 0.4403 (0.4713)  loss_giou_aux_4: 0.4325 (0.4700)  loss_giou_aux_5: 0.5268 (0.5568)  loss_giou_dn_0: 0.5606 (0.5716)  loss_giou_dn_1: 0.4486 (0.4638)  loss_giou_dn_2: 0.4233 (0.4331)  loss_giou_dn_3: 0.4195 (0.4249)  loss_giou_dn_4: 0.4159 (0.4228)  loss_giou_dn_5: 0.4161 (0.4230)  loss_vfl: 0.6610 (0.6631)  loss_vfl_aux_0: 0.7468 (0.7620)  loss_vfl_aux_1: 0.7027 (0.7173)  loss_vfl_aux_2: 0.6880 (0.6879)  loss_vfl_aux_3: 0.6552 (0.6746)  loss_vfl_aux_4: 0.6587 (0.6669)  loss_vfl_aux_5: 0.7362 (0.7474)  loss_vfl_dn_0: 0.4506 (0.4486)  loss_vfl_dn_1: 0.3880 (0.3832)  loss_vfl_dn_2: 0.3748 (0.3675)  loss_vfl_dn_3: 0.3697 (0.3603)  loss_vfl_dn_4: 0.3678 (0.3578)  loss_vfl_dn_5: 0.3659 (0.3571)  time: 0.4836  data: 0.0143  max mem: 5654
Epoch: [52]  [5800/7393]  eta: 0:13:04  lr: 0.000010  loss: 15.4111 (15.5719)  loss_bbox: 0.1420 (0.1499)  loss_bbox_aux_0: 0.1519 (0.1625)  loss_bbox_aux_1: 0.1457 (0.1548)  loss_bbox_aux_2: 0.1447 (0.1526)  loss_bbox_aux_3: 0.1456 (0.1506)  loss_bbox_aux_4: 0.1441 (0.1499)  loss_bbox_aux_5: 0.1996 (0.1980)  loss_bbox_dn_0: 0.2375 (0.2595)  loss_bbox_dn_1: 0.1761 (0.1898)  loss_bbox_dn_2: 0.1624 (0.1696)  loss_bbox_dn_3: 0.1519 (0.1638)  loss_bbox_dn_4: 0.1517 (0.1624)  loss_bbox_dn_5: 0.1516 (0.1624)  loss_giou: 0.4600 (0.4696)  loss_giou_aux_0: 0.4894 (0.4930)  loss_giou_aux_1: 0.4831 (0.4796)  loss_giou_aux_2: 0.4678 (0.4746)  loss_giou_aux_3: 0.4658 (0.4711)  loss_giou_aux_4: 0.4568 (0.4698)  loss_giou_aux_5: 0.5661 (0.5565)  loss_giou_dn_0: 0.5643 (0.5714)  loss_giou_dn_1: 0.4564 (0.4636)  loss_giou_dn_2: 0.4245 (0.4328)  loss_giou_dn_3: 0.4202 (0.4247)  loss_giou_dn_4: 0.4207 (0.4226)  loss_giou_dn_5: 0.4213 (0.4228)  loss_vfl: 0.6658 (0.6632)  loss_vfl_aux_0: 0.7834 (0.7622)  loss_vfl_aux_1: 0.7424 (0.7174)  loss_vfl_aux_2: 0.7073 (0.6880)  loss_vfl_aux_3: 0.6793 (0.6746)  loss_vfl_aux_4: 0.6655 (0.6670)  loss_vfl_aux_5: 0.7645 (0.7476)  loss_vfl_dn_0: 0.4473 (0.4486)  loss_vfl_dn_1: 0.3766 (0.3832)  loss_vfl_dn_2: 0.3553 (0.3674)  loss_vfl_dn_3: 0.3478 (0.3603)  loss_vfl_dn_4: 0.3466 (0.3577)  loss_vfl_dn_5: 0.3442 (0.3570)  time: 0.4832  data: 0.0138  max mem: 5654
Epoch: [52]  [5900/7393]  eta: 0:12:15  lr: 0.000010  loss: 15.6779 (15.5742)  loss_bbox: 0.1369 (0.1498)  loss_bbox_aux_0: 0.1502 (0.1625)  loss_bbox_aux_1: 0.1451 (0.1548)  loss_bbox_aux_2: 0.1402 (0.1526)  loss_bbox_aux_3: 0.1445 (0.1506)  loss_bbox_aux_4: 0.1366 (0.1498)  loss_bbox_aux_5: 0.1814 (0.1980)  loss_bbox_dn_0: 0.2576 (0.2594)  loss_bbox_dn_1: 0.1744 (0.1898)  loss_bbox_dn_2: 0.1515 (0.1696)  loss_bbox_dn_3: 0.1525 (0.1637)  loss_bbox_dn_4: 0.1528 (0.1624)  loss_bbox_dn_5: 0.1529 (0.1624)  loss_giou: 0.4566 (0.4697)  loss_giou_aux_0: 0.4960 (0.4932)  loss_giou_aux_1: 0.4745 (0.4797)  loss_giou_aux_2: 0.4739 (0.4747)  loss_giou_aux_3: 0.4746 (0.4713)  loss_giou_aux_4: 0.4551 (0.4699)  loss_giou_aux_5: 0.5523 (0.5567)  loss_giou_dn_0: 0.5824 (0.5715)  loss_giou_dn_1: 0.4748 (0.4638)  loss_giou_dn_2: 0.4455 (0.4330)  loss_giou_dn_3: 0.4305 (0.4248)  loss_giou_dn_4: 0.4279 (0.4228)  loss_giou_dn_5: 0.4279 (0.4230)  loss_vfl: 0.6993 (0.6633)  loss_vfl_aux_0: 0.7779 (0.7622)  loss_vfl_aux_1: 0.7286 (0.7175)  loss_vfl_aux_2: 0.6998 (0.6880)  loss_vfl_aux_3: 0.6830 (0.6747)  loss_vfl_aux_4: 0.6957 (0.6671)  loss_vfl_aux_5: 0.7468 (0.7476)  loss_vfl_dn_0: 0.4499 (0.4485)  loss_vfl_dn_1: 0.3906 (0.3832)  loss_vfl_dn_2: 0.3741 (0.3674)  loss_vfl_dn_3: 0.3674 (0.3603)  loss_vfl_dn_4: 0.3643 (0.3577)  loss_vfl_dn_5: 0.3645 (0.3570)  time: 0.4804  data: 0.0134  max mem: 5654
Epoch: [52]  [6000/7393]  eta: 0:11:25  lr: 0.000010  loss: 15.7993 (15.5744)  loss_bbox: 0.1487 (0.1498)  loss_bbox_aux_0: 0.1717 (0.1625)  loss_bbox_aux_1: 0.1556 (0.1548)  loss_bbox_aux_2: 0.1574 (0.1525)  loss_bbox_aux_3: 0.1559 (0.1506)  loss_bbox_aux_4: 0.1485 (0.1498)  loss_bbox_aux_5: 0.2028 (0.1979)  loss_bbox_dn_0: 0.2682 (0.2593)  loss_bbox_dn_1: 0.1814 (0.1897)  loss_bbox_dn_2: 0.1615 (0.1695)  loss_bbox_dn_3: 0.1545 (0.1637)  loss_bbox_dn_4: 0.1529 (0.1623)  loss_bbox_dn_5: 0.1529 (0.1624)  loss_giou: 0.4734 (0.4699)  loss_giou_aux_0: 0.4951 (0.4933)  loss_giou_aux_1: 0.4888 (0.4798)  loss_giou_aux_2: 0.4778 (0.4748)  loss_giou_aux_3: 0.4695 (0.4714)  loss_giou_aux_4: 0.4736 (0.4701)  loss_giou_aux_5: 0.5482 (0.5568)  loss_giou_dn_0: 0.5708 (0.5716)  loss_giou_dn_1: 0.4649 (0.4638)  loss_giou_dn_2: 0.4272 (0.4330)  loss_giou_dn_3: 0.4123 (0.4248)  loss_giou_dn_4: 0.4073 (0.4228)  loss_giou_dn_5: 0.4080 (0.4229)  loss_vfl: 0.6518 (0.6633)  loss_vfl_aux_0: 0.7631 (0.7622)  loss_vfl_aux_1: 0.7288 (0.7175)  loss_vfl_aux_2: 0.6729 (0.6882)  loss_vfl_aux_3: 0.6631 (0.6747)  loss_vfl_aux_4: 0.6486 (0.6671)  loss_vfl_aux_5: 0.7484 (0.7474)  loss_vfl_dn_0: 0.4424 (0.4485)  loss_vfl_dn_1: 0.3777 (0.3832)  loss_vfl_dn_2: 0.3614 (0.3674)  loss_vfl_dn_3: 0.3527 (0.3603)  loss_vfl_dn_4: 0.3475 (0.3577)  loss_vfl_dn_5: 0.3476 (0.3570)  time: 0.4804  data: 0.0141  max mem: 5654
Epoch: [52]  [6100/7393]  eta: 0:10:36  lr: 0.000010  loss: 15.2891 (15.5707)  loss_bbox: 0.1343 (0.1498)  loss_bbox_aux_0: 0.1417 (0.1624)  loss_bbox_aux_1: 0.1343 (0.1547)  loss_bbox_aux_2: 0.1387 (0.1525)  loss_bbox_aux_3: 0.1356 (0.1506)  loss_bbox_aux_4: 0.1348 (0.1498)  loss_bbox_aux_5: 0.1766 (0.1979)  loss_bbox_dn_0: 0.2309 (0.2593)  loss_bbox_dn_1: 0.1622 (0.1897)  loss_bbox_dn_2: 0.1480 (0.1695)  loss_bbox_dn_3: 0.1451 (0.1636)  loss_bbox_dn_4: 0.1434 (0.1623)  loss_bbox_dn_5: 0.1434 (0.1623)  loss_giou: 0.4961 (0.4696)  loss_giou_aux_0: 0.5147 (0.4930)  loss_giou_aux_1: 0.5005 (0.4795)  loss_giou_aux_2: 0.5017 (0.4745)  loss_giou_aux_3: 0.5008 (0.4711)  loss_giou_aux_4: 0.4971 (0.4698)  loss_giou_aux_5: 0.5835 (0.5565)  loss_giou_dn_0: 0.5823 (0.5714)  loss_giou_dn_1: 0.4681 (0.4636)  loss_giou_dn_2: 0.4274 (0.4328)  loss_giou_dn_3: 0.4178 (0.4246)  loss_giou_dn_4: 0.4150 (0.4226)  loss_giou_dn_5: 0.4152 (0.4228)  loss_vfl: 0.6561 (0.6633)  loss_vfl_aux_0: 0.7625 (0.7622)  loss_vfl_aux_1: 0.7205 (0.7176)  loss_vfl_aux_2: 0.6704 (0.6882)  loss_vfl_aux_3: 0.6458 (0.6746)  loss_vfl_aux_4: 0.6499 (0.6671)  loss_vfl_aux_5: 0.7105 (0.7475)  loss_vfl_dn_0: 0.4447 (0.4485)  loss_vfl_dn_1: 0.3766 (0.3832)  loss_vfl_dn_2: 0.3657 (0.3674)  loss_vfl_dn_3: 0.3582 (0.3602)  loss_vfl_dn_4: 0.3560 (0.3577)  loss_vfl_dn_5: 0.3557 (0.3570)  time: 0.4785  data: 0.0149  max mem: 5654
Epoch: [52]  [6200/7393]  eta: 0:09:46  lr: 0.000010  loss: 15.1566 (15.5695)  loss_bbox: 0.1415 (0.1497)  loss_bbox_aux_0: 0.1527 (0.1623)  loss_bbox_aux_1: 0.1478 (0.1546)  loss_bbox_aux_2: 0.1465 (0.1524)  loss_bbox_aux_3: 0.1463 (0.1505)  loss_bbox_aux_4: 0.1410 (0.1497)  loss_bbox_aux_5: 0.1947 (0.1978)  loss_bbox_dn_0: 0.2420 (0.2593)  loss_bbox_dn_1: 0.1774 (0.1896)  loss_bbox_dn_2: 0.1556 (0.1694)  loss_bbox_dn_3: 0.1497 (0.1636)  loss_bbox_dn_4: 0.1504 (0.1622)  loss_bbox_dn_5: 0.1504 (0.1622)  loss_giou: 0.4845 (0.4695)  loss_giou_aux_0: 0.5179 (0.4929)  loss_giou_aux_1: 0.5119 (0.4793)  loss_giou_aux_2: 0.5069 (0.4744)  loss_giou_aux_3: 0.4887 (0.4710)  loss_giou_aux_4: 0.4845 (0.4697)  loss_giou_aux_5: 0.5579 (0.5564)  loss_giou_dn_0: 0.5742 (0.5713)  loss_giou_dn_1: 0.4577 (0.4635)  loss_giou_dn_2: 0.4235 (0.4328)  loss_giou_dn_3: 0.4145 (0.4246)  loss_giou_dn_4: 0.4136 (0.4225)  loss_giou_dn_5: 0.4137 (0.4227)  loss_vfl: 0.6947 (0.6635)  loss_vfl_aux_0: 0.7839 (0.7625)  loss_vfl_aux_1: 0.7365 (0.7179)  loss_vfl_aux_2: 0.7076 (0.6884)  loss_vfl_aux_3: 0.7135 (0.6748)  loss_vfl_aux_4: 0.6990 (0.6673)  loss_vfl_aux_5: 0.7117 (0.7476)  loss_vfl_dn_0: 0.4444 (0.4485)  loss_vfl_dn_1: 0.3792 (0.3831)  loss_vfl_dn_2: 0.3644 (0.3673)  loss_vfl_dn_3: 0.3543 (0.3602)  loss_vfl_dn_4: 0.3517 (0.3576)  loss_vfl_dn_5: 0.3519 (0.3569)  time: 0.4723  data: 0.0142  max mem: 5654
Epoch: [52]  [6300/7393]  eta: 0:08:58  lr: 0.000010  loss: 15.4873 (15.5691)  loss_bbox: 0.1335 (0.1497)  loss_bbox_aux_0: 0.1478 (0.1623)  loss_bbox_aux_1: 0.1390 (0.1546)  loss_bbox_aux_2: 0.1377 (0.1524)  loss_bbox_aux_3: 0.1336 (0.1504)  loss_bbox_aux_4: 0.1328 (0.1496)  loss_bbox_aux_5: 0.1940 (0.1978)  loss_bbox_dn_0: 0.2469 (0.2594)  loss_bbox_dn_1: 0.1821 (0.1897)  loss_bbox_dn_2: 0.1614 (0.1695)  loss_bbox_dn_3: 0.1558 (0.1636)  loss_bbox_dn_4: 0.1536 (0.1623)  loss_bbox_dn_5: 0.1537 (0.1623)  loss_giou: 0.4333 (0.4693)  loss_giou_aux_0: 0.4440 (0.4927)  loss_giou_aux_1: 0.4342 (0.4791)  loss_giou_aux_2: 0.4424 (0.4742)  loss_giou_aux_3: 0.4271 (0.4708)  loss_giou_aux_4: 0.4332 (0.4695)  loss_giou_aux_5: 0.5128 (0.5562)  loss_giou_dn_0: 0.5640 (0.5712)  loss_giou_dn_1: 0.4617 (0.4634)  loss_giou_dn_2: 0.4183 (0.4327)  loss_giou_dn_3: 0.4101 (0.4245)  loss_giou_dn_4: 0.4078 (0.4224)  loss_giou_dn_5: 0.4079 (0.4226)  loss_vfl: 0.6764 (0.6636)  loss_vfl_aux_0: 0.7852 (0.7627)  loss_vfl_aux_1: 0.7499 (0.7181)  loss_vfl_aux_2: 0.7164 (0.6886)  loss_vfl_aux_3: 0.7024 (0.6751)  loss_vfl_aux_4: 0.6845 (0.6674)  loss_vfl_aux_5: 0.7452 (0.7479)  loss_vfl_dn_0: 0.4520 (0.4485)  loss_vfl_dn_1: 0.3878 (0.3831)  loss_vfl_dn_2: 0.3738 (0.3673)  loss_vfl_dn_3: 0.3676 (0.3601)  loss_vfl_dn_4: 0.3645 (0.3576)  loss_vfl_dn_5: 0.3638 (0.3569)  time: 0.4833  data: 0.0137  max mem: 5654
Epoch: [52]  [6400/7393]  eta: 0:08:09  lr: 0.000010  loss: 15.5906 (15.5682)  loss_bbox: 0.1488 (0.1497)  loss_bbox_aux_0: 0.1644 (0.1623)  loss_bbox_aux_1: 0.1508 (0.1546)  loss_bbox_aux_2: 0.1472 (0.1523)  loss_bbox_aux_3: 0.1524 (0.1504)  loss_bbox_aux_4: 0.1500 (0.1496)  loss_bbox_aux_5: 0.2029 (0.1978)  loss_bbox_dn_0: 0.2549 (0.2594)  loss_bbox_dn_1: 0.1845 (0.1897)  loss_bbox_dn_2: 0.1633 (0.1695)  loss_bbox_dn_3: 0.1600 (0.1636)  loss_bbox_dn_4: 0.1587 (0.1623)  loss_bbox_dn_5: 0.1587 (0.1623)  loss_giou: 0.4321 (0.4691)  loss_giou_aux_0: 0.4480 (0.4924)  loss_giou_aux_1: 0.4298 (0.4789)  loss_giou_aux_2: 0.4330 (0.4740)  loss_giou_aux_3: 0.4301 (0.4706)  loss_giou_aux_4: 0.4298 (0.4692)  loss_giou_aux_5: 0.5038 (0.5560)  loss_giou_dn_0: 0.5377 (0.5711)  loss_giou_dn_1: 0.4263 (0.4633)  loss_giou_dn_2: 0.3941 (0.4326)  loss_giou_dn_3: 0.3882 (0.4244)  loss_giou_dn_4: 0.3862 (0.4223)  loss_giou_dn_5: 0.3863 (0.4225)  loss_vfl: 0.6816 (0.6637)  loss_vfl_aux_0: 0.7848 (0.7630)  loss_vfl_aux_1: 0.7443 (0.7184)  loss_vfl_aux_2: 0.7261 (0.6888)  loss_vfl_aux_3: 0.6902 (0.6751)  loss_vfl_aux_4: 0.6939 (0.6675)  loss_vfl_aux_5: 0.7855 (0.7482)  loss_vfl_dn_0: 0.4552 (0.4485)  loss_vfl_dn_1: 0.3746 (0.3831)  loss_vfl_dn_2: 0.3612 (0.3673)  loss_vfl_dn_3: 0.3539 (0.3601)  loss_vfl_dn_4: 0.3506 (0.3576)  loss_vfl_dn_5: 0.3495 (0.3569)  time: 0.4775  data: 0.0137  max mem: 5654
Epoch: [52]  [6500/7393]  eta: 0:07:19  lr: 0.000010  loss: 15.6913 (15.5705)  loss_bbox: 0.1445 (0.1497)  loss_bbox_aux_0: 0.1643 (0.1623)  loss_bbox_aux_1: 0.1558 (0.1546)  loss_bbox_aux_2: 0.1458 (0.1524)  loss_bbox_aux_3: 0.1459 (0.1505)  loss_bbox_aux_4: 0.1386 (0.1497)  loss_bbox_aux_5: 0.1927 (0.1979)  loss_bbox_dn_0: 0.2442 (0.2594)  loss_bbox_dn_1: 0.1743 (0.1897)  loss_bbox_dn_2: 0.1564 (0.1695)  loss_bbox_dn_3: 0.1505 (0.1636)  loss_bbox_dn_4: 0.1502 (0.1623)  loss_bbox_dn_5: 0.1503 (0.1623)  loss_giou: 0.4554 (0.4691)  loss_giou_aux_0: 0.4822 (0.4924)  loss_giou_aux_1: 0.4620 (0.4789)  loss_giou_aux_2: 0.4444 (0.4740)  loss_giou_aux_3: 0.4538 (0.4706)  loss_giou_aux_4: 0.4405 (0.4693)  loss_giou_aux_5: 0.5606 (0.5560)  loss_giou_dn_0: 0.5520 (0.5711)  loss_giou_dn_1: 0.4342 (0.4634)  loss_giou_dn_2: 0.4038 (0.4326)  loss_giou_dn_3: 0.3986 (0.4244)  loss_giou_dn_4: 0.3968 (0.4224)  loss_giou_dn_5: 0.3970 (0.4225)  loss_vfl: 0.7004 (0.6639)  loss_vfl_aux_0: 0.7968 (0.7632)  loss_vfl_aux_1: 0.7522 (0.7186)  loss_vfl_aux_2: 0.7186 (0.6891)  loss_vfl_aux_3: 0.7037 (0.6753)  loss_vfl_aux_4: 0.6978 (0.6677)  loss_vfl_aux_5: 0.7792 (0.7483)  loss_vfl_dn_0: 0.4575 (0.4486)  loss_vfl_dn_1: 0.3889 (0.3831)  loss_vfl_dn_2: 0.3722 (0.3673)  loss_vfl_dn_3: 0.3632 (0.3602)  loss_vfl_dn_4: 0.3563 (0.3576)  loss_vfl_dn_5: 0.3533 (0.3569)  time: 0.4911  data: 0.0142  max mem: 5654
Epoch: [52]  [6600/7393]  eta: 0:06:30  lr: 0.000010  loss: 15.9700 (15.5730)  loss_bbox: 0.1444 (0.1497)  loss_bbox_aux_0: 0.1596 (0.1623)  loss_bbox_aux_1: 0.1457 (0.1546)  loss_bbox_aux_2: 0.1480 (0.1524)  loss_bbox_aux_3: 0.1404 (0.1505)  loss_bbox_aux_4: 0.1445 (0.1497)  loss_bbox_aux_5: 0.1816 (0.1978)  loss_bbox_dn_0: 0.2450 (0.2593)  loss_bbox_dn_1: 0.1747 (0.1897)  loss_bbox_dn_2: 0.1535 (0.1695)  loss_bbox_dn_3: 0.1505 (0.1637)  loss_bbox_dn_4: 0.1491 (0.1623)  loss_bbox_dn_5: 0.1491 (0.1623)  loss_giou: 0.4952 (0.4693)  loss_giou_aux_0: 0.5111 (0.4926)  loss_giou_aux_1: 0.5008 (0.4791)  loss_giou_aux_2: 0.4996 (0.4742)  loss_giou_aux_3: 0.4961 (0.4708)  loss_giou_aux_4: 0.4946 (0.4695)  loss_giou_aux_5: 0.5865 (0.5561)  loss_giou_dn_0: 0.6025 (0.5712)  loss_giou_dn_1: 0.5005 (0.4635)  loss_giou_dn_2: 0.4656 (0.4328)  loss_giou_dn_3: 0.4620 (0.4246)  loss_giou_dn_4: 0.4617 (0.4225)  loss_giou_dn_5: 0.4617 (0.4227)  loss_vfl: 0.6910 (0.6640)  loss_vfl_aux_0: 0.8008 (0.7631)  loss_vfl_aux_1: 0.7629 (0.7187)  loss_vfl_aux_2: 0.7356 (0.6891)  loss_vfl_aux_3: 0.7278 (0.6754)  loss_vfl_aux_4: 0.7046 (0.6678)  loss_vfl_aux_5: 0.7628 (0.7483)  loss_vfl_dn_0: 0.4490 (0.4486)  loss_vfl_dn_1: 0.3889 (0.3832)  loss_vfl_dn_2: 0.3743 (0.3674)  loss_vfl_dn_3: 0.3678 (0.3602)  loss_vfl_dn_4: 0.3665 (0.3577)  loss_vfl_dn_5: 0.3642 (0.3569)  time: 0.4842  data: 0.0140  max mem: 5654
Epoch: [52]  [6700/7393]  eta: 0:05:40  lr: 0.000010  loss: 15.5513 (15.5720)  loss_bbox: 0.1425 (0.1497)  loss_bbox_aux_0: 0.1579 (0.1623)  loss_bbox_aux_1: 0.1521 (0.1546)  loss_bbox_aux_2: 0.1465 (0.1524)  loss_bbox_aux_3: 0.1425 (0.1505)  loss_bbox_aux_4: 0.1456 (0.1497)  loss_bbox_aux_5: 0.1894 (0.1978)  loss_bbox_dn_0: 0.2290 (0.2592)  loss_bbox_dn_1: 0.1640 (0.1896)  loss_bbox_dn_2: 0.1499 (0.1694)  loss_bbox_dn_3: 0.1395 (0.1636)  loss_bbox_dn_4: 0.1378 (0.1622)  loss_bbox_dn_5: 0.1377 (0.1622)  loss_giou: 0.4701 (0.4696)  loss_giou_aux_0: 0.5017 (0.4929)  loss_giou_aux_1: 0.4860 (0.4793)  loss_giou_aux_2: 0.4742 (0.4744)  loss_giou_aux_3: 0.4757 (0.4710)  loss_giou_aux_4: 0.4671 (0.4697)  loss_giou_aux_5: 0.5611 (0.5564)  loss_giou_dn_0: 0.5729 (0.5713)  loss_giou_dn_1: 0.4680 (0.4636)  loss_giou_dn_2: 0.4443 (0.4329)  loss_giou_dn_3: 0.4383 (0.4247)  loss_giou_dn_4: 0.4373 (0.4226)  loss_giou_dn_5: 0.4377 (0.4228)  loss_vfl: 0.6374 (0.6636)  loss_vfl_aux_0: 0.7341 (0.7628)  loss_vfl_aux_1: 0.6834 (0.7183)  loss_vfl_aux_2: 0.6688 (0.6888)  loss_vfl_aux_3: 0.6409 (0.6750)  loss_vfl_aux_4: 0.6357 (0.6675)  loss_vfl_aux_5: 0.7315 (0.7480)  loss_vfl_dn_0: 0.4455 (0.4485)  loss_vfl_dn_1: 0.3862 (0.3831)  loss_vfl_dn_2: 0.3683 (0.3673)  loss_vfl_dn_3: 0.3605 (0.3602)  loss_vfl_dn_4: 0.3589 (0.3576)  loss_vfl_dn_5: 0.3586 (0.3569)  time: 0.4664  data: 0.0141  max mem: 5654
Epoch: [52]  [6800/7393]  eta: 0:04:51  lr: 0.000010  loss: 15.5986 (15.5727)  loss_bbox: 0.1479 (0.1497)  loss_bbox_aux_0: 0.1658 (0.1623)  loss_bbox_aux_1: 0.1584 (0.1546)  loss_bbox_aux_2: 0.1505 (0.1524)  loss_bbox_aux_3: 0.1525 (0.1505)  loss_bbox_aux_4: 0.1498 (0.1497)  loss_bbox_aux_5: 0.2044 (0.1978)  loss_bbox_dn_0: 0.2693 (0.2592)  loss_bbox_dn_1: 0.2033 (0.1896)  loss_bbox_dn_2: 0.1804 (0.1695)  loss_bbox_dn_3: 0.1735 (0.1636)  loss_bbox_dn_4: 0.1705 (0.1623)  loss_bbox_dn_5: 0.1705 (0.1623)  loss_giou: 0.4444 (0.4695)  loss_giou_aux_0: 0.4587 (0.4928)  loss_giou_aux_1: 0.4474 (0.4793)  loss_giou_aux_2: 0.4411 (0.4743)  loss_giou_aux_3: 0.4523 (0.4709)  loss_giou_aux_4: 0.4463 (0.4696)  loss_giou_aux_5: 0.5358 (0.5563)  loss_giou_dn_0: 0.5492 (0.5713)  loss_giou_dn_1: 0.4521 (0.4636)  loss_giou_dn_2: 0.4351 (0.4329)  loss_giou_dn_3: 0.4254 (0.4247)  loss_giou_dn_4: 0.4246 (0.4226)  loss_giou_dn_5: 0.4247 (0.4228)  loss_vfl: 0.6751 (0.6637)  loss_vfl_aux_0: 0.7720 (0.7629)  loss_vfl_aux_1: 0.7324 (0.7184)  loss_vfl_aux_2: 0.7059 (0.6889)  loss_vfl_aux_3: 0.6857 (0.6751)  loss_vfl_aux_4: 0.6718 (0.6675)  loss_vfl_aux_5: 0.7903 (0.7481)  loss_vfl_dn_0: 0.4514 (0.4485)  loss_vfl_dn_1: 0.3810 (0.3832)  loss_vfl_dn_2: 0.3724 (0.3674)  loss_vfl_dn_3: 0.3648 (0.3602)  loss_vfl_dn_4: 0.3605 (0.3577)  loss_vfl_dn_5: 0.3577 (0.3570)  time: 0.4792  data: 0.0144  max mem: 5654
Epoch: [52]  [6900/7393]  eta: 0:04:02  lr: 0.000010  loss: 15.2582 (15.5716)  loss_bbox: 0.1461 (0.1497)  loss_bbox_aux_0: 0.1654 (0.1624)  loss_bbox_aux_1: 0.1492 (0.1546)  loss_bbox_aux_2: 0.1516 (0.1523)  loss_bbox_aux_3: 0.1441 (0.1505)  loss_bbox_aux_4: 0.1437 (0.1497)  loss_bbox_aux_5: 0.1980 (0.1979)  loss_bbox_dn_0: 0.2459 (0.2593)  loss_bbox_dn_1: 0.1751 (0.1897)  loss_bbox_dn_2: 0.1632 (0.1695)  loss_bbox_dn_3: 0.1601 (0.1637)  loss_bbox_dn_4: 0.1600 (0.1624)  loss_bbox_dn_5: 0.1601 (0.1624)  loss_giou: 0.4059 (0.4693)  loss_giou_aux_0: 0.4598 (0.4927)  loss_giou_aux_1: 0.4097 (0.4790)  loss_giou_aux_2: 0.4151 (0.4741)  loss_giou_aux_3: 0.4072 (0.4708)  loss_giou_aux_4: 0.4057 (0.4694)  loss_giou_aux_5: 0.5098 (0.5561)  loss_giou_dn_0: 0.5362 (0.5713)  loss_giou_dn_1: 0.4295 (0.4635)  loss_giou_dn_2: 0.3992 (0.4327)  loss_giou_dn_3: 0.3922 (0.4246)  loss_giou_dn_4: 0.3902 (0.4225)  loss_giou_dn_5: 0.3903 (0.4227)  loss_vfl: 0.6427 (0.6638)  loss_vfl_aux_0: 0.7276 (0.7629)  loss_vfl_aux_1: 0.6955 (0.7186)  loss_vfl_aux_2: 0.6509 (0.6891)  loss_vfl_aux_3: 0.6587 (0.6752)  loss_vfl_aux_4: 0.6473 (0.6676)  loss_vfl_aux_5: 0.7185 (0.7482)  loss_vfl_dn_0: 0.4438 (0.4485)  loss_vfl_dn_1: 0.3737 (0.3831)  loss_vfl_dn_2: 0.3604 (0.3673)  loss_vfl_dn_3: 0.3563 (0.3602)  loss_vfl_dn_4: 0.3507 (0.3576)  loss_vfl_dn_5: 0.3479 (0.3569)  time: 0.4855  data: 0.0138  max mem: 5654
Epoch: [52]  [7000/7393]  eta: 0:03:13  lr: 0.000010  loss: 15.6567 (15.5750)  loss_bbox: 0.1285 (0.1498)  loss_bbox_aux_0: 0.1477 (0.1624)  loss_bbox_aux_1: 0.1362 (0.1547)  loss_bbox_aux_2: 0.1340 (0.1524)  loss_bbox_aux_3: 0.1305 (0.1505)  loss_bbox_aux_4: 0.1268 (0.1497)  loss_bbox_aux_5: 0.1969 (0.1980)  loss_bbox_dn_0: 0.2666 (0.2595)  loss_bbox_dn_1: 0.1882 (0.1899)  loss_bbox_dn_2: 0.1666 (0.1697)  loss_bbox_dn_3: 0.1534 (0.1638)  loss_bbox_dn_4: 0.1544 (0.1625)  loss_bbox_dn_5: 0.1544 (0.1625)  loss_giou: 0.4454 (0.4693)  loss_giou_aux_0: 0.4561 (0.4927)  loss_giou_aux_1: 0.4496 (0.4791)  loss_giou_aux_2: 0.4580 (0.4742)  loss_giou_aux_3: 0.4519 (0.4708)  loss_giou_aux_4: 0.4517 (0.4695)  loss_giou_aux_5: 0.5142 (0.5561)  loss_giou_dn_0: 0.5698 (0.5713)  loss_giou_dn_1: 0.4722 (0.4636)  loss_giou_dn_2: 0.4381 (0.4328)  loss_giou_dn_3: 0.4275 (0.4246)  loss_giou_dn_4: 0.4256 (0.4226)  loss_giou_dn_5: 0.4263 (0.4227)  loss_vfl: 0.6627 (0.6640)  loss_vfl_aux_0: 0.7829 (0.7631)  loss_vfl_aux_1: 0.7184 (0.7188)  loss_vfl_aux_2: 0.6928 (0.6893)  loss_vfl_aux_3: 0.6776 (0.6754)  loss_vfl_aux_4: 0.6747 (0.6678)  loss_vfl_aux_5: 0.7598 (0.7484)  loss_vfl_dn_0: 0.4539 (0.4485)  loss_vfl_dn_1: 0.3850 (0.3831)  loss_vfl_dn_2: 0.3647 (0.3673)  loss_vfl_dn_3: 0.3555 (0.3602)  loss_vfl_dn_4: 0.3514 (0.3576)  loss_vfl_dn_5: 0.3497 (0.3569)  time: 0.4877  data: 0.0139  max mem: 5654
Epoch: [52]  [7100/7393]  eta: 0:02:24  lr: 0.000010  loss: 14.9992 (15.5736)  loss_bbox: 0.1322 (0.1497)  loss_bbox_aux_0: 0.1429 (0.1624)  loss_bbox_aux_1: 0.1372 (0.1547)  loss_bbox_aux_2: 0.1320 (0.1524)  loss_bbox_aux_3: 0.1319 (0.1505)  loss_bbox_aux_4: 0.1322 (0.1497)  loss_bbox_aux_5: 0.1783 (0.1980)  loss_bbox_dn_0: 0.2284 (0.2595)  loss_bbox_dn_1: 0.1601 (0.1899)  loss_bbox_dn_2: 0.1380 (0.1697)  loss_bbox_dn_3: 0.1332 (0.1639)  loss_bbox_dn_4: 0.1317 (0.1625)  loss_bbox_dn_5: 0.1317 (0.1625)  loss_giou: 0.4193 (0.4691)  loss_giou_aux_0: 0.4462 (0.4924)  loss_giou_aux_1: 0.4232 (0.4788)  loss_giou_aux_2: 0.4282 (0.4739)  loss_giou_aux_3: 0.4112 (0.4705)  loss_giou_aux_4: 0.4014 (0.4692)  loss_giou_aux_5: 0.4985 (0.5559)  loss_giou_dn_0: 0.5492 (0.5712)  loss_giou_dn_1: 0.4358 (0.4634)  loss_giou_dn_2: 0.4033 (0.4327)  loss_giou_dn_3: 0.3969 (0.4245)  loss_giou_dn_4: 0.3950 (0.4224)  loss_giou_dn_5: 0.3951 (0.4226)  loss_vfl: 0.6683 (0.6642)  loss_vfl_aux_0: 0.7765 (0.7633)  loss_vfl_aux_1: 0.7390 (0.7190)  loss_vfl_aux_2: 0.6815 (0.6895)  loss_vfl_aux_3: 0.6724 (0.6756)  loss_vfl_aux_4: 0.6732 (0.6680)  loss_vfl_aux_5: 0.7537 (0.7485)  loss_vfl_dn_0: 0.4455 (0.4486)  loss_vfl_dn_1: 0.3826 (0.3831)  loss_vfl_dn_2: 0.3658 (0.3673)  loss_vfl_dn_3: 0.3584 (0.3602)  loss_vfl_dn_4: 0.3537 (0.3576)  loss_vfl_dn_5: 0.3529 (0.3569)  time: 0.4832  data: 0.0156  max mem: 5654
Epoch: [52]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.3927 (15.5748)  loss_bbox: 0.1392 (0.1498)  loss_bbox_aux_0: 0.1688 (0.1624)  loss_bbox_aux_1: 0.1471 (0.1547)  loss_bbox_aux_2: 0.1410 (0.1524)  loss_bbox_aux_3: 0.1372 (0.1505)  loss_bbox_aux_4: 0.1389 (0.1497)  loss_bbox_aux_5: 0.1943 (0.1981)  loss_bbox_dn_0: 0.2718 (0.2597)  loss_bbox_dn_1: 0.1879 (0.1900)  loss_bbox_dn_2: 0.1734 (0.1698)  loss_bbox_dn_3: 0.1656 (0.1640)  loss_bbox_dn_4: 0.1648 (0.1626)  loss_bbox_dn_5: 0.1648 (0.1626)  loss_giou: 0.4448 (0.4690)  loss_giou_aux_0: 0.4641 (0.4924)  loss_giou_aux_1: 0.4507 (0.4788)  loss_giou_aux_2: 0.4548 (0.4739)  loss_giou_aux_3: 0.4390 (0.4705)  loss_giou_aux_4: 0.4465 (0.4691)  loss_giou_aux_5: 0.5280 (0.5559)  loss_giou_dn_0: 0.5661 (0.5712)  loss_giou_dn_1: 0.4609 (0.4634)  loss_giou_dn_2: 0.4265 (0.4327)  loss_giou_dn_3: 0.4189 (0.4245)  loss_giou_dn_4: 0.4152 (0.4224)  loss_giou_dn_5: 0.4155 (0.4226)  loss_vfl: 0.6616 (0.6643)  loss_vfl_aux_0: 0.7456 (0.7633)  loss_vfl_aux_1: 0.7076 (0.7190)  loss_vfl_aux_2: 0.6873 (0.6895)  loss_vfl_aux_3: 0.6739 (0.6757)  loss_vfl_aux_4: 0.6662 (0.6681)  loss_vfl_aux_5: 0.7274 (0.7485)  loss_vfl_dn_0: 0.4423 (0.4486)  loss_vfl_dn_1: 0.3824 (0.3831)  loss_vfl_dn_2: 0.3642 (0.3673)  loss_vfl_dn_3: 0.3584 (0.3601)  loss_vfl_dn_4: 0.3547 (0.3576)  loss_vfl_dn_5: 0.3541 (0.3569)  time: 0.4764  data: 0.0138  max mem: 5654
Epoch: [52]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.6988 (15.5766)  loss_bbox: 0.1418 (0.1498)  loss_bbox_aux_0: 0.1696 (0.1625)  loss_bbox_aux_1: 0.1601 (0.1547)  loss_bbox_aux_2: 0.1512 (0.1524)  loss_bbox_aux_3: 0.1469 (0.1505)  loss_bbox_aux_4: 0.1467 (0.1497)  loss_bbox_aux_5: 0.2034 (0.1981)  loss_bbox_dn_0: 0.2677 (0.2598)  loss_bbox_dn_1: 0.1931 (0.1900)  loss_bbox_dn_2: 0.1717 (0.1699)  loss_bbox_dn_3: 0.1639 (0.1640)  loss_bbox_dn_4: 0.1637 (0.1627)  loss_bbox_dn_5: 0.1637 (0.1627)  loss_giou: 0.4659 (0.4691)  loss_giou_aux_0: 0.5003 (0.4926)  loss_giou_aux_1: 0.4812 (0.4790)  loss_giou_aux_2: 0.4717 (0.4740)  loss_giou_aux_3: 0.4700 (0.4706)  loss_giou_aux_4: 0.4710 (0.4693)  loss_giou_aux_5: 0.5661 (0.5561)  loss_giou_dn_0: 0.5979 (0.5713)  loss_giou_dn_1: 0.4878 (0.4635)  loss_giou_dn_2: 0.4611 (0.4328)  loss_giou_dn_3: 0.4533 (0.4246)  loss_giou_dn_4: 0.4494 (0.4225)  loss_giou_dn_5: 0.4494 (0.4227)  loss_vfl: 0.6830 (0.6643)  loss_vfl_aux_0: 0.7569 (0.7632)  loss_vfl_aux_1: 0.7292 (0.7189)  loss_vfl_aux_2: 0.7095 (0.6895)  loss_vfl_aux_3: 0.6868 (0.6757)  loss_vfl_aux_4: 0.6855 (0.6680)  loss_vfl_aux_5: 0.7420 (0.7484)  loss_vfl_dn_0: 0.4510 (0.4486)  loss_vfl_dn_1: 0.3842 (0.3831)  loss_vfl_dn_2: 0.3663 (0.3673)  loss_vfl_dn_3: 0.3578 (0.3601)  loss_vfl_dn_4: 0.3551 (0.3576)  loss_vfl_dn_5: 0.3540 (0.3569)  time: 0.4724  data: 0.0149  max mem: 5654
Epoch: [52]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.4578 (15.5753)  loss_bbox: 0.1428 (0.1497)  loss_bbox_aux_0: 0.1646 (0.1625)  loss_bbox_aux_1: 0.1502 (0.1548)  loss_bbox_aux_2: 0.1480 (0.1524)  loss_bbox_aux_3: 0.1415 (0.1505)  loss_bbox_aux_4: 0.1428 (0.1497)  loss_bbox_aux_5: 0.1974 (0.1981)  loss_bbox_dn_0: 0.2519 (0.2597)  loss_bbox_dn_1: 0.1739 (0.1900)  loss_bbox_dn_2: 0.1507 (0.1698)  loss_bbox_dn_3: 0.1421 (0.1639)  loss_bbox_dn_4: 0.1387 (0.1626)  loss_bbox_dn_5: 0.1387 (0.1626)  loss_giou: 0.4694 (0.4693)  loss_giou_aux_0: 0.4904 (0.4927)  loss_giou_aux_1: 0.4903 (0.4791)  loss_giou_aux_2: 0.4768 (0.4742)  loss_giou_aux_3: 0.4756 (0.4707)  loss_giou_aux_4: 0.4754 (0.4694)  loss_giou_aux_5: 0.5434 (0.5562)  loss_giou_dn_0: 0.5664 (0.5713)  loss_giou_dn_1: 0.4664 (0.4635)  loss_giou_dn_2: 0.4354 (0.4327)  loss_giou_dn_3: 0.4268 (0.4245)  loss_giou_dn_4: 0.4268 (0.4224)  loss_giou_dn_5: 0.4273 (0.4226)  loss_vfl: 0.6205 (0.6641)  loss_vfl_aux_0: 0.7449 (0.7630)  loss_vfl_aux_1: 0.7026 (0.7188)  loss_vfl_aux_2: 0.6635 (0.6893)  loss_vfl_aux_3: 0.6398 (0.6755)  loss_vfl_aux_4: 0.6214 (0.6679)  loss_vfl_aux_5: 0.7190 (0.7482)  loss_vfl_dn_0: 0.4383 (0.4485)  loss_vfl_dn_1: 0.3779 (0.3831)  loss_vfl_dn_2: 0.3624 (0.3672)  loss_vfl_dn_3: 0.3536 (0.3601)  loss_vfl_dn_4: 0.3525 (0.3575)  loss_vfl_dn_5: 0.3513 (0.3568)  time: 0.4756  data: 0.0140  max mem: 5654
Epoch: [52] Total time: 1:00:32 (0.4913 s / it)
Averaged stats: lr: 0.000010  loss: 15.4578 (15.5753)  loss_bbox: 0.1428 (0.1497)  loss_bbox_aux_0: 0.1646 (0.1625)  loss_bbox_aux_1: 0.1502 (0.1548)  loss_bbox_aux_2: 0.1480 (0.1524)  loss_bbox_aux_3: 0.1415 (0.1505)  loss_bbox_aux_4: 0.1428 (0.1497)  loss_bbox_aux_5: 0.1974 (0.1981)  loss_bbox_dn_0: 0.2519 (0.2597)  loss_bbox_dn_1: 0.1739 (0.1900)  loss_bbox_dn_2: 0.1507 (0.1698)  loss_bbox_dn_3: 0.1421 (0.1639)  loss_bbox_dn_4: 0.1387 (0.1626)  loss_bbox_dn_5: 0.1387 (0.1626)  loss_giou: 0.4694 (0.4693)  loss_giou_aux_0: 0.4904 (0.4927)  loss_giou_aux_1: 0.4903 (0.4791)  loss_giou_aux_2: 0.4768 (0.4742)  loss_giou_aux_3: 0.4756 (0.4707)  loss_giou_aux_4: 0.4754 (0.4694)  loss_giou_aux_5: 0.5434 (0.5562)  loss_giou_dn_0: 0.5664 (0.5713)  loss_giou_dn_1: 0.4664 (0.4635)  loss_giou_dn_2: 0.4354 (0.4327)  loss_giou_dn_3: 0.4268 (0.4245)  loss_giou_dn_4: 0.4268 (0.4224)  loss_giou_dn_5: 0.4273 (0.4226)  loss_vfl: 0.6205 (0.6641)  loss_vfl_aux_0: 0.7449 (0.7630)  loss_vfl_aux_1: 0.7026 (0.7188)  loss_vfl_aux_2: 0.6635 (0.6893)  loss_vfl_aux_3: 0.6398 (0.6755)  loss_vfl_aux_4: 0.6214 (0.6679)  loss_vfl_aux_5: 0.7190 (0.7482)  loss_vfl_dn_0: 0.4383 (0.4485)  loss_vfl_dn_1: 0.3779 (0.3831)  loss_vfl_dn_2: 0.3624 (0.3672)  loss_vfl_dn_3: 0.3536 (0.3601)  loss_vfl_dn_4: 0.3525 (0.3575)  loss_vfl_dn_5: 0.3513 (0.3568)
Test:  [  0/157]  eta: 0:04:19    time: 1.6500  data: 1.2359  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5126  data: 0.1374  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3934  data: 0.0270  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3892  data: 0.0272  max mem: 5654
Test:  [ 40/157]  eta: 0:01:09    time: 0.7424  data: 0.0270  max mem: 5654
Test:  [ 50/157]  eta: 0:00:59    time: 0.7464  data: 0.0265  max mem: 5654
Test:  [ 60/157]  eta: 0:00:51    time: 0.4031  data: 0.0269  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.4013  data: 0.0271  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.4000  data: 0.0270  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.4040  data: 0.0266  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3925  data: 0.0260  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3929  data: 0.0257  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3962  data: 0.0263  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3917  data: 0.0267  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3874  data: 0.0263  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6673  data: 0.0260  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6560  data: 0.0256  max mem: 5654
Test: Total time: 0:01:16 (0.4844 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=34.01s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.528
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.709
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.570
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.353
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.573
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.705
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.655
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.722
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.553
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.770
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
best_stat:  {'epoch': 49, 'coco_eval_bbox': 0.5287010443147385}
Epoch: [53]  [   0/7393]  eta: 1 day, 2:18:35  lr: 0.000010  loss: 15.2212 (15.2212)  loss_bbox: 0.1956 (0.1956)  loss_bbox_aux_0: 0.2175 (0.2175)  loss_bbox_aux_1: 0.2052 (0.2052)  loss_bbox_aux_2: 0.2093 (0.2093)  loss_bbox_aux_3: 0.2043 (0.2043)  loss_bbox_aux_4: 0.2067 (0.2067)  loss_bbox_aux_5: 0.2218 (0.2218)  loss_bbox_dn_0: 0.3898 (0.3898)  loss_bbox_dn_1: 0.2948 (0.2948)  loss_bbox_dn_2: 0.2481 (0.2481)  loss_bbox_dn_3: 0.2332 (0.2332)  loss_bbox_dn_4: 0.2294 (0.2294)  loss_bbox_dn_5: 0.2295 (0.2295)  loss_giou: 0.3715 (0.3715)  loss_giou_aux_0: 0.3818 (0.3818)  loss_giou_aux_1: 0.3696 (0.3696)  loss_giou_aux_2: 0.3756 (0.3756)  loss_giou_aux_3: 0.3728 (0.3728)  loss_giou_aux_4: 0.3913 (0.3913)  loss_giou_aux_5: 0.4336 (0.4336)  loss_giou_dn_0: 0.5295 (0.5295)  loss_giou_dn_1: 0.4180 (0.4180)  loss_giou_dn_2: 0.3667 (0.3667)  loss_giou_dn_3: 0.3504 (0.3504)  loss_giou_dn_4: 0.3463 (0.3463)  loss_giou_dn_5: 0.3467 (0.3467)  loss_vfl: 0.6104 (0.6104)  loss_vfl_aux_0: 0.7631 (0.7631)  loss_vfl_aux_1: 0.7023 (0.7023)  loss_vfl_aux_2: 0.6253 (0.6253)  loss_vfl_aux_3: 0.6223 (0.6223)  loss_vfl_aux_4: 0.5952 (0.5952)  loss_vfl_aux_5: 0.7948 (0.7948)  loss_vfl_dn_0: 0.4671 (0.4671)  loss_vfl_dn_1: 0.4075 (0.4075)  loss_vfl_dn_2: 0.3877 (0.3877)  loss_vfl_dn_3: 0.3728 (0.3728)  loss_vfl_dn_4: 0.3680 (0.3680)  loss_vfl_dn_5: 0.3658 (0.3658)  time: 12.8115  data: 3.4473  max mem: 5654
Epoch: [53]  [ 100/7393]  eta: 1:13:08  lr: 0.000010  loss: 15.3908 (15.5053)  loss_bbox: 0.1564 (0.1466)  loss_bbox_aux_0: 0.1606 (0.1607)  loss_bbox_aux_1: 0.1593 (0.1507)  loss_bbox_aux_2: 0.1539 (0.1497)  loss_bbox_aux_3: 0.1577 (0.1467)  loss_bbox_aux_4: 0.1511 (0.1466)  loss_bbox_aux_5: 0.1963 (0.1951)  loss_bbox_dn_0: 0.2596 (0.2526)  loss_bbox_dn_1: 0.1914 (0.1840)  loss_bbox_dn_2: 0.1649 (0.1646)  loss_bbox_dn_3: 0.1604 (0.1586)  loss_bbox_dn_4: 0.1601 (0.1573)  loss_bbox_dn_5: 0.1602 (0.1573)  loss_giou: 0.4370 (0.4770)  loss_giou_aux_0: 0.4623 (0.5048)  loss_giou_aux_1: 0.4269 (0.4876)  loss_giou_aux_2: 0.4346 (0.4848)  loss_giou_aux_3: 0.4319 (0.4783)  loss_giou_aux_4: 0.4378 (0.4781)  loss_giou_aux_5: 0.5335 (0.5648)  loss_giou_dn_0: 0.5712 (0.5734)  loss_giou_dn_1: 0.4230 (0.4650)  loss_giou_dn_2: 0.3961 (0.4342)  loss_giou_dn_3: 0.3916 (0.4258)  loss_giou_dn_4: 0.3904 (0.4237)  loss_giou_dn_5: 0.3905 (0.4240)  loss_vfl: 0.6440 (0.6516)  loss_vfl_aux_0: 0.7598 (0.7503)  loss_vfl_aux_1: 0.7139 (0.7130)  loss_vfl_aux_2: 0.6786 (0.6764)  loss_vfl_aux_3: 0.6538 (0.6660)  loss_vfl_aux_4: 0.6460 (0.6550)  loss_vfl_aux_5: 0.7563 (0.7341)  loss_vfl_dn_0: 0.4496 (0.4485)  loss_vfl_dn_1: 0.3765 (0.3821)  loss_vfl_dn_2: 0.3627 (0.3664)  loss_vfl_dn_3: 0.3563 (0.3587)  loss_vfl_dn_4: 0.3534 (0.3561)  loss_vfl_dn_5: 0.3512 (0.3552)  time: 0.4747  data: 0.0146  max mem: 5654
Epoch: [53]  [ 200/7393]  eta: 1:04:56  lr: 0.000010  loss: 14.8222 (15.4481)  loss_bbox: 0.1328 (0.1447)  loss_bbox_aux_0: 0.1354 (0.1585)  loss_bbox_aux_1: 0.1273 (0.1494)  loss_bbox_aux_2: 0.1299 (0.1470)  loss_bbox_aux_3: 0.1281 (0.1448)  loss_bbox_aux_4: 0.1266 (0.1442)  loss_bbox_aux_5: 0.1780 (0.1940)  loss_bbox_dn_0: 0.2384 (0.2524)  loss_bbox_dn_1: 0.1696 (0.1828)  loss_bbox_dn_2: 0.1461 (0.1635)  loss_bbox_dn_3: 0.1426 (0.1575)  loss_bbox_dn_4: 0.1428 (0.1562)  loss_bbox_dn_5: 0.1428 (0.1563)  loss_giou: 0.4119 (0.4741)  loss_giou_aux_0: 0.4387 (0.4992)  loss_giou_aux_1: 0.4251 (0.4849)  loss_giou_aux_2: 0.4176 (0.4799)  loss_giou_aux_3: 0.4131 (0.4750)  loss_giou_aux_4: 0.4099 (0.4744)  loss_giou_aux_5: 0.5240 (0.5610)  loss_giou_dn_0: 0.5340 (0.5743)  loss_giou_dn_1: 0.4199 (0.4640)  loss_giou_dn_2: 0.3843 (0.4326)  loss_giou_dn_3: 0.3758 (0.4242)  loss_giou_dn_4: 0.3738 (0.4220)  loss_giou_dn_5: 0.3739 (0.4223)  loss_vfl: 0.6319 (0.6519)  loss_vfl_aux_0: 0.7389 (0.7508)  loss_vfl_aux_1: 0.6853 (0.7085)  loss_vfl_aux_2: 0.6690 (0.6791)  loss_vfl_aux_3: 0.6385 (0.6659)  loss_vfl_aux_4: 0.6455 (0.6569)  loss_vfl_aux_5: 0.7117 (0.7367)  loss_vfl_dn_0: 0.4459 (0.4473)  loss_vfl_dn_1: 0.3733 (0.3801)  loss_vfl_dn_2: 0.3545 (0.3649)  loss_vfl_dn_3: 0.3511 (0.3575)  loss_vfl_dn_4: 0.3474 (0.3550)  loss_vfl_dn_5: 0.3469 (0.3542)  time: 0.4798  data: 0.0148  max mem: 5654
Epoch: [53]  [ 300/7393]  eta: 1:01:29  lr: 0.000010  loss: 15.6889 (15.5367)  loss_bbox: 0.1354 (0.1463)  loss_bbox_aux_0: 0.1626 (0.1595)  loss_bbox_aux_1: 0.1560 (0.1518)  loss_bbox_aux_2: 0.1580 (0.1486)  loss_bbox_aux_3: 0.1392 (0.1466)  loss_bbox_aux_4: 0.1356 (0.1462)  loss_bbox_aux_5: 0.1953 (0.1958)  loss_bbox_dn_0: 0.2580 (0.2534)  loss_bbox_dn_1: 0.1855 (0.1841)  loss_bbox_dn_2: 0.1530 (0.1646)  loss_bbox_dn_3: 0.1477 (0.1586)  loss_bbox_dn_4: 0.1462 (0.1571)  loss_bbox_dn_5: 0.1461 (0.1572)  loss_giou: 0.4915 (0.4786)  loss_giou_aux_0: 0.5191 (0.5040)  loss_giou_aux_1: 0.5315 (0.4901)  loss_giou_aux_2: 0.5189 (0.4841)  loss_giou_aux_3: 0.5026 (0.4797)  loss_giou_aux_4: 0.4996 (0.4788)  loss_giou_aux_5: 0.5853 (0.5679)  loss_giou_dn_0: 0.5878 (0.5785)  loss_giou_dn_1: 0.4745 (0.4688)  loss_giou_dn_2: 0.4321 (0.4375)  loss_giou_dn_3: 0.4209 (0.4291)  loss_giou_dn_4: 0.4147 (0.4269)  loss_giou_dn_5: 0.4148 (0.4272)  loss_vfl: 0.6134 (0.6530)  loss_vfl_aux_0: 0.7193 (0.7507)  loss_vfl_aux_1: 0.6611 (0.7062)  loss_vfl_aux_2: 0.6364 (0.6811)  loss_vfl_aux_3: 0.6251 (0.6666)  loss_vfl_aux_4: 0.6361 (0.6581)  loss_vfl_aux_5: 0.7093 (0.7342)  loss_vfl_dn_0: 0.4451 (0.4476)  loss_vfl_dn_1: 0.3825 (0.3816)  loss_vfl_dn_2: 0.3689 (0.3661)  loss_vfl_dn_3: 0.3612 (0.3587)  loss_vfl_dn_4: 0.3565 (0.3562)  loss_vfl_dn_5: 0.3575 (0.3555)  time: 0.4728  data: 0.0148  max mem: 5654
Epoch: [53]  [ 400/7393]  eta: 0:59:33  lr: 0.000010  loss: 15.1472 (15.5018)  loss_bbox: 0.1482 (0.1483)  loss_bbox_aux_0: 0.1648 (0.1614)  loss_bbox_aux_1: 0.1589 (0.1535)  loss_bbox_aux_2: 0.1567 (0.1505)  loss_bbox_aux_3: 0.1500 (0.1486)  loss_bbox_aux_4: 0.1481 (0.1479)  loss_bbox_aux_5: 0.2073 (0.1975)  loss_bbox_dn_0: 0.2692 (0.2568)  loss_bbox_dn_1: 0.1997 (0.1869)  loss_bbox_dn_2: 0.1758 (0.1669)  loss_bbox_dn_3: 0.1639 (0.1608)  loss_bbox_dn_4: 0.1613 (0.1594)  loss_bbox_dn_5: 0.1613 (0.1594)  loss_giou: 0.3901 (0.4716)  loss_giou_aux_0: 0.4027 (0.4961)  loss_giou_aux_1: 0.3923 (0.4824)  loss_giou_aux_2: 0.3897 (0.4771)  loss_giou_aux_3: 0.3871 (0.4729)  loss_giou_aux_4: 0.3863 (0.4717)  loss_giou_aux_5: 0.4802 (0.5599)  loss_giou_dn_0: 0.5104 (0.5727)  loss_giou_dn_1: 0.4060 (0.4636)  loss_giou_dn_2: 0.3771 (0.4325)  loss_giou_dn_3: 0.3731 (0.4240)  loss_giou_dn_4: 0.3716 (0.4219)  loss_giou_dn_5: 0.3716 (0.4221)  loss_vfl: 0.6495 (0.6552)  loss_vfl_aux_0: 0.7354 (0.7556)  loss_vfl_aux_1: 0.7059 (0.7095)  loss_vfl_aux_2: 0.6743 (0.6824)  loss_vfl_aux_3: 0.6640 (0.6682)  loss_vfl_aux_4: 0.6426 (0.6602)  loss_vfl_aux_5: 0.7368 (0.7402)  loss_vfl_dn_0: 0.4401 (0.4477)  loss_vfl_dn_1: 0.3719 (0.3812)  loss_vfl_dn_2: 0.3638 (0.3657)  loss_vfl_dn_3: 0.3604 (0.3583)  loss_vfl_dn_4: 0.3561 (0.3559)  loss_vfl_dn_5: 0.3584 (0.3552)  time: 0.4760  data: 0.0137  max mem: 5654
Epoch: [53]  [ 500/7393]  eta: 0:57:51  lr: 0.000010  loss: 15.4486 (15.5415)  loss_bbox: 0.1402 (0.1489)  loss_bbox_aux_0: 0.1512 (0.1619)  loss_bbox_aux_1: 0.1520 (0.1540)  loss_bbox_aux_2: 0.1417 (0.1512)  loss_bbox_aux_3: 0.1409 (0.1492)  loss_bbox_aux_4: 0.1402 (0.1487)  loss_bbox_aux_5: 0.1954 (0.1976)  loss_bbox_dn_0: 0.2503 (0.2590)  loss_bbox_dn_1: 0.1835 (0.1888)  loss_bbox_dn_2: 0.1598 (0.1690)  loss_bbox_dn_3: 0.1536 (0.1630)  loss_bbox_dn_4: 0.1571 (0.1615)  loss_bbox_dn_5: 0.1571 (0.1615)  loss_giou: 0.4771 (0.4705)  loss_giou_aux_0: 0.4896 (0.4947)  loss_giou_aux_1: 0.4854 (0.4815)  loss_giou_aux_2: 0.4800 (0.4764)  loss_giou_aux_3: 0.4771 (0.4720)  loss_giou_aux_4: 0.4727 (0.4709)  loss_giou_aux_5: 0.5557 (0.5583)  loss_giou_dn_0: 0.5849 (0.5729)  loss_giou_dn_1: 0.4830 (0.4642)  loss_giou_dn_2: 0.4501 (0.4332)  loss_giou_dn_3: 0.4468 (0.4247)  loss_giou_dn_4: 0.4448 (0.4226)  loss_giou_dn_5: 0.4448 (0.4228)  loss_vfl: 0.6580 (0.6589)  loss_vfl_aux_0: 0.7404 (0.7602)  loss_vfl_aux_1: 0.6803 (0.7134)  loss_vfl_aux_2: 0.6760 (0.6851)  loss_vfl_aux_3: 0.6690 (0.6713)  loss_vfl_aux_4: 0.6573 (0.6635)  loss_vfl_aux_5: 0.7411 (0.7448)  loss_vfl_dn_0: 0.4432 (0.4477)  loss_vfl_dn_1: 0.3834 (0.3814)  loss_vfl_dn_2: 0.3699 (0.3660)  loss_vfl_dn_3: 0.3593 (0.3586)  loss_vfl_dn_4: 0.3566 (0.3561)  loss_vfl_dn_5: 0.3550 (0.3554)  time: 0.4724  data: 0.0144  max mem: 5654
Epoch: [53]  [ 600/7393]  eta: 0:56:46  lr: 0.000010  loss: 15.2905 (15.5566)  loss_bbox: 0.1507 (0.1494)  loss_bbox_aux_0: 0.1633 (0.1631)  loss_bbox_aux_1: 0.1560 (0.1548)  loss_bbox_aux_2: 0.1551 (0.1518)  loss_bbox_aux_3: 0.1508 (0.1496)  loss_bbox_aux_4: 0.1505 (0.1492)  loss_bbox_aux_5: 0.2001 (0.1988)  loss_bbox_dn_0: 0.2649 (0.2604)  loss_bbox_dn_1: 0.1907 (0.1896)  loss_bbox_dn_2: 0.1638 (0.1694)  loss_bbox_dn_3: 0.1609 (0.1633)  loss_bbox_dn_4: 0.1603 (0.1618)  loss_bbox_dn_5: 0.1608 (0.1618)  loss_giou: 0.4639 (0.4707)  loss_giou_aux_0: 0.4925 (0.4956)  loss_giou_aux_1: 0.4820 (0.4818)  loss_giou_aux_2: 0.4727 (0.4765)  loss_giou_aux_3: 0.4621 (0.4721)  loss_giou_aux_4: 0.4680 (0.4710)  loss_giou_aux_5: 0.5444 (0.5590)  loss_giou_dn_0: 0.5970 (0.5729)  loss_giou_dn_1: 0.4716 (0.4642)  loss_giou_dn_2: 0.4339 (0.4331)  loss_giou_dn_3: 0.4193 (0.4245)  loss_giou_dn_4: 0.4164 (0.4224)  loss_giou_dn_5: 0.4166 (0.4226)  loss_vfl: 0.6702 (0.6603)  loss_vfl_aux_0: 0.7342 (0.7596)  loss_vfl_aux_1: 0.7086 (0.7139)  loss_vfl_aux_2: 0.6843 (0.6863)  loss_vfl_aux_3: 0.6631 (0.6726)  loss_vfl_aux_4: 0.6705 (0.6648)  loss_vfl_aux_5: 0.7332 (0.7447)  loss_vfl_dn_0: 0.4438 (0.4477)  loss_vfl_dn_1: 0.3834 (0.3815)  loss_vfl_dn_2: 0.3630 (0.3659)  loss_vfl_dn_3: 0.3566 (0.3585)  loss_vfl_dn_4: 0.3563 (0.3560)  loss_vfl_dn_5: 0.3536 (0.3553)  time: 0.4849  data: 0.0147  max mem: 5654
Epoch: [53]  [ 700/7393]  eta: 0:55:40  lr: 0.000010  loss: 15.2078 (15.5564)  loss_bbox: 0.1352 (0.1491)  loss_bbox_aux_0: 0.1509 (0.1627)  loss_bbox_aux_1: 0.1396 (0.1544)  loss_bbox_aux_2: 0.1403 (0.1515)  loss_bbox_aux_3: 0.1352 (0.1492)  loss_bbox_aux_4: 0.1355 (0.1489)  loss_bbox_aux_5: 0.1859 (0.1982)  loss_bbox_dn_0: 0.2335 (0.2596)  loss_bbox_dn_1: 0.1735 (0.1893)  loss_bbox_dn_2: 0.1593 (0.1691)  loss_bbox_dn_3: 0.1568 (0.1631)  loss_bbox_dn_4: 0.1561 (0.1616)  loss_bbox_dn_5: 0.1562 (0.1616)  loss_giou: 0.4498 (0.4708)  loss_giou_aux_0: 0.4907 (0.4956)  loss_giou_aux_1: 0.4565 (0.4817)  loss_giou_aux_2: 0.4485 (0.4765)  loss_giou_aux_3: 0.4569 (0.4724)  loss_giou_aux_4: 0.4487 (0.4711)  loss_giou_aux_5: 0.5395 (0.5588)  loss_giou_dn_0: 0.5806 (0.5723)  loss_giou_dn_1: 0.4706 (0.4640)  loss_giou_dn_2: 0.4360 (0.4330)  loss_giou_dn_3: 0.4304 (0.4246)  loss_giou_dn_4: 0.4289 (0.4224)  loss_giou_dn_5: 0.4289 (0.4226)  loss_vfl: 0.6834 (0.6614)  loss_vfl_aux_0: 0.7518 (0.7594)  loss_vfl_aux_1: 0.7327 (0.7144)  loss_vfl_aux_2: 0.6976 (0.6865)  loss_vfl_aux_3: 0.6856 (0.6731)  loss_vfl_aux_4: 0.6841 (0.6654)  loss_vfl_aux_5: 0.7298 (0.7443)  loss_vfl_dn_0: 0.4555 (0.4481)  loss_vfl_dn_1: 0.3872 (0.3819)  loss_vfl_dn_2: 0.3741 (0.3664)  loss_vfl_dn_3: 0.3629 (0.3589)  loss_vfl_dn_4: 0.3593 (0.3565)  loss_vfl_dn_5: 0.3607 (0.3557)  time: 0.4890  data: 0.0145  max mem: 5654
Epoch: [53]  [ 800/7393]  eta: 0:54:35  lr: 0.000010  loss: 15.9887 (15.5558)  loss_bbox: 0.1586 (0.1489)  loss_bbox_aux_0: 0.1732 (0.1628)  loss_bbox_aux_1: 0.1590 (0.1543)  loss_bbox_aux_2: 0.1637 (0.1514)  loss_bbox_aux_3: 0.1588 (0.1491)  loss_bbox_aux_4: 0.1575 (0.1488)  loss_bbox_aux_5: 0.2044 (0.1982)  loss_bbox_dn_0: 0.2605 (0.2592)  loss_bbox_dn_1: 0.1866 (0.1891)  loss_bbox_dn_2: 0.1651 (0.1690)  loss_bbox_dn_3: 0.1604 (0.1629)  loss_bbox_dn_4: 0.1577 (0.1614)  loss_bbox_dn_5: 0.1577 (0.1615)  loss_giou: 0.4976 (0.4709)  loss_giou_aux_0: 0.5258 (0.4954)  loss_giou_aux_1: 0.5190 (0.4816)  loss_giou_aux_2: 0.5048 (0.4765)  loss_giou_aux_3: 0.5009 (0.4726)  loss_giou_aux_4: 0.5056 (0.4712)  loss_giou_aux_5: 0.5841 (0.5589)  loss_giou_dn_0: 0.5855 (0.5721)  loss_giou_dn_1: 0.4818 (0.4638)  loss_giou_dn_2: 0.4511 (0.4327)  loss_giou_dn_3: 0.4431 (0.4243)  loss_giou_dn_4: 0.4401 (0.4222)  loss_giou_dn_5: 0.4405 (0.4224)  loss_vfl: 0.6484 (0.6618)  loss_vfl_aux_0: 0.7493 (0.7598)  loss_vfl_aux_1: 0.7130 (0.7150)  loss_vfl_aux_2: 0.6739 (0.6872)  loss_vfl_aux_3: 0.6548 (0.6733)  loss_vfl_aux_4: 0.6565 (0.6659)  loss_vfl_aux_5: 0.7109 (0.7445)  loss_vfl_dn_0: 0.4457 (0.4480)  loss_vfl_dn_1: 0.3816 (0.3818)  loss_vfl_dn_2: 0.3669 (0.3663)  loss_vfl_dn_3: 0.3589 (0.3589)  loss_vfl_dn_4: 0.3585 (0.3565)  loss_vfl_dn_5: 0.3575 (0.3557)  time: 0.4776  data: 0.0140  max mem: 5654
Epoch: [53]  [ 900/7393]  eta: 0:53:37  lr: 0.000010  loss: 16.0679 (15.5695)  loss_bbox: 0.1408 (0.1491)  loss_bbox_aux_0: 0.1477 (0.1628)  loss_bbox_aux_1: 0.1430 (0.1545)  loss_bbox_aux_2: 0.1402 (0.1516)  loss_bbox_aux_3: 0.1395 (0.1493)  loss_bbox_aux_4: 0.1407 (0.1491)  loss_bbox_aux_5: 0.2049 (0.1981)  loss_bbox_dn_0: 0.2430 (0.2580)  loss_bbox_dn_1: 0.1750 (0.1884)  loss_bbox_dn_2: 0.1569 (0.1684)  loss_bbox_dn_3: 0.1496 (0.1625)  loss_bbox_dn_4: 0.1459 (0.1610)  loss_bbox_dn_5: 0.1459 (0.1610)  loss_giou: 0.5208 (0.4736)  loss_giou_aux_0: 0.5474 (0.4981)  loss_giou_aux_1: 0.5397 (0.4844)  loss_giou_aux_2: 0.5234 (0.4791)  loss_giou_aux_3: 0.5202 (0.4752)  loss_giou_aux_4: 0.5211 (0.4739)  loss_giou_aux_5: 0.6199 (0.5617)  loss_giou_dn_0: 0.5772 (0.5736)  loss_giou_dn_1: 0.4724 (0.4655)  loss_giou_dn_2: 0.4399 (0.4344)  loss_giou_dn_3: 0.4314 (0.4261)  loss_giou_dn_4: 0.4298 (0.4239)  loss_giou_dn_5: 0.4301 (0.4242)  loss_vfl: 0.6409 (0.6600)  loss_vfl_aux_0: 0.7483 (0.7576)  loss_vfl_aux_1: 0.6760 (0.7123)  loss_vfl_aux_2: 0.6703 (0.6853)  loss_vfl_aux_3: 0.6640 (0.6716)  loss_vfl_aux_4: 0.6543 (0.6639)  loss_vfl_aux_5: 0.7124 (0.7427)  loss_vfl_dn_0: 0.4475 (0.4479)  loss_vfl_dn_1: 0.3842 (0.3820)  loss_vfl_dn_2: 0.3690 (0.3665)  loss_vfl_dn_3: 0.3622 (0.3592)  loss_vfl_dn_4: 0.3618 (0.3567)  loss_vfl_dn_5: 0.3606 (0.3560)  time: 0.4874  data: 0.0137  max mem: 5654
Epoch: [53]  [1000/7393]  eta: 0:52:32  lr: 0.000010  loss: 15.8513 (15.5460)  loss_bbox: 0.1563 (0.1491)  loss_bbox_aux_0: 0.1736 (0.1627)  loss_bbox_aux_1: 0.1594 (0.1545)  loss_bbox_aux_2: 0.1546 (0.1516)  loss_bbox_aux_3: 0.1582 (0.1492)  loss_bbox_aux_4: 0.1599 (0.1490)  loss_bbox_aux_5: 0.2090 (0.1983)  loss_bbox_dn_0: 0.2630 (0.2577)  loss_bbox_dn_1: 0.1873 (0.1882)  loss_bbox_dn_2: 0.1662 (0.1681)  loss_bbox_dn_3: 0.1612 (0.1622)  loss_bbox_dn_4: 0.1604 (0.1607)  loss_bbox_dn_5: 0.1604 (0.1607)  loss_giou: 0.4290 (0.4724)  loss_giou_aux_0: 0.4465 (0.4968)  loss_giou_aux_1: 0.4386 (0.4831)  loss_giou_aux_2: 0.4441 (0.4776)  loss_giou_aux_3: 0.4311 (0.4738)  loss_giou_aux_4: 0.4252 (0.4727)  loss_giou_aux_5: 0.5205 (0.5606)  loss_giou_dn_0: 0.5740 (0.5722)  loss_giou_dn_1: 0.4595 (0.4641)  loss_giou_dn_2: 0.4194 (0.4331)  loss_giou_dn_3: 0.4070 (0.4247)  loss_giou_dn_4: 0.4026 (0.4226)  loss_giou_dn_5: 0.4030 (0.4228)  loss_vfl: 0.6773 (0.6591)  loss_vfl_aux_0: 0.7837 (0.7573)  loss_vfl_aux_1: 0.7437 (0.7119)  loss_vfl_aux_2: 0.7018 (0.6849)  loss_vfl_aux_3: 0.6939 (0.6713)  loss_vfl_aux_4: 0.6882 (0.6629)  loss_vfl_aux_5: 0.7635 (0.7421)  loss_vfl_dn_0: 0.4541 (0.4477)  loss_vfl_dn_1: 0.3908 (0.3820)  loss_vfl_dn_2: 0.3736 (0.3665)  loss_vfl_dn_3: 0.3666 (0.3591)  loss_vfl_dn_4: 0.3642 (0.3567)  loss_vfl_dn_5: 0.3611 (0.3559)  time: 0.4630  data: 0.0143  max mem: 5654
Epoch: [53]  [1100/7393]  eta: 0:51:31  lr: 0.000010  loss: 15.8174 (15.5583)  loss_bbox: 0.1457 (0.1494)  loss_bbox_aux_0: 0.1580 (0.1631)  loss_bbox_aux_1: 0.1519 (0.1548)  loss_bbox_aux_2: 0.1473 (0.1520)  loss_bbox_aux_3: 0.1443 (0.1495)  loss_bbox_aux_4: 0.1457 (0.1493)  loss_bbox_aux_5: 0.1942 (0.1983)  loss_bbox_dn_0: 0.2085 (0.2579)  loss_bbox_dn_1: 0.1628 (0.1886)  loss_bbox_dn_2: 0.1516 (0.1685)  loss_bbox_dn_3: 0.1448 (0.1626)  loss_bbox_dn_4: 0.1439 (0.1611)  loss_bbox_dn_5: 0.1439 (0.1612)  loss_giou: 0.4618 (0.4724)  loss_giou_aux_0: 0.4836 (0.4969)  loss_giou_aux_1: 0.4728 (0.4832)  loss_giou_aux_2: 0.4671 (0.4777)  loss_giou_aux_3: 0.4506 (0.4737)  loss_giou_aux_4: 0.4545 (0.4727)  loss_giou_aux_5: 0.5346 (0.5603)  loss_giou_dn_0: 0.5644 (0.5721)  loss_giou_dn_1: 0.4449 (0.4641)  loss_giou_dn_2: 0.4212 (0.4332)  loss_giou_dn_3: 0.4161 (0.4249)  loss_giou_dn_4: 0.4150 (0.4227)  loss_giou_dn_5: 0.4152 (0.4229)  loss_vfl: 0.6471 (0.6601)  loss_vfl_aux_0: 0.7273 (0.7579)  loss_vfl_aux_1: 0.7081 (0.7126)  loss_vfl_aux_2: 0.6749 (0.6857)  loss_vfl_aux_3: 0.6825 (0.6722)  loss_vfl_aux_4: 0.6469 (0.6639)  loss_vfl_aux_5: 0.7373 (0.7433)  loss_vfl_dn_0: 0.4449 (0.4481)  loss_vfl_dn_1: 0.3742 (0.3823)  loss_vfl_dn_2: 0.3580 (0.3667)  loss_vfl_dn_3: 0.3520 (0.3593)  loss_vfl_dn_4: 0.3503 (0.3569)  loss_vfl_dn_5: 0.3494 (0.3562)  time: 0.4715  data: 0.0135  max mem: 5654
Epoch: [53]  [1200/7393]  eta: 0:50:34  lr: 0.000010  loss: 15.5599 (15.5541)  loss_bbox: 0.1504 (0.1490)  loss_bbox_aux_0: 0.1686 (0.1628)  loss_bbox_aux_1: 0.1565 (0.1545)  loss_bbox_aux_2: 0.1500 (0.1517)  loss_bbox_aux_3: 0.1471 (0.1492)  loss_bbox_aux_4: 0.1499 (0.1489)  loss_bbox_aux_5: 0.2012 (0.1979)  loss_bbox_dn_0: 0.2697 (0.2572)  loss_bbox_dn_1: 0.2038 (0.1881)  loss_bbox_dn_2: 0.1805 (0.1681)  loss_bbox_dn_3: 0.1745 (0.1623)  loss_bbox_dn_4: 0.1733 (0.1608)  loss_bbox_dn_5: 0.1734 (0.1608)  loss_giou: 0.4142 (0.4724)  loss_giou_aux_0: 0.4435 (0.4970)  loss_giou_aux_1: 0.4330 (0.4832)  loss_giou_aux_2: 0.4285 (0.4775)  loss_giou_aux_3: 0.4150 (0.4737)  loss_giou_aux_4: 0.4081 (0.4726)  loss_giou_aux_5: 0.4951 (0.5603)  loss_giou_dn_0: 0.5477 (0.5720)  loss_giou_dn_1: 0.4445 (0.4642)  loss_giou_dn_2: 0.4180 (0.4333)  loss_giou_dn_3: 0.4127 (0.4249)  loss_giou_dn_4: 0.4114 (0.4228)  loss_giou_dn_5: 0.4115 (0.4230)  loss_vfl: 0.6834 (0.6605)  loss_vfl_aux_0: 0.8023 (0.7577)  loss_vfl_aux_1: 0.7266 (0.7127)  loss_vfl_aux_2: 0.6882 (0.6860)  loss_vfl_aux_3: 0.6987 (0.6726)  loss_vfl_aux_4: 0.6813 (0.6643)  loss_vfl_aux_5: 0.7790 (0.7431)  loss_vfl_dn_0: 0.4440 (0.4477)  loss_vfl_dn_1: 0.3782 (0.3821)  loss_vfl_dn_2: 0.3672 (0.3667)  loss_vfl_dn_3: 0.3593 (0.3593)  loss_vfl_dn_4: 0.3579 (0.3569)  loss_vfl_dn_5: 0.3573 (0.3561)  time: 0.4807  data: 0.0135  max mem: 5654
Epoch: [53]  [1300/7393]  eta: 0:49:39  lr: 0.000010  loss: 15.2565 (15.5546)  loss_bbox: 0.1357 (0.1491)  loss_bbox_aux_0: 0.1448 (0.1628)  loss_bbox_aux_1: 0.1439 (0.1546)  loss_bbox_aux_2: 0.1286 (0.1518)  loss_bbox_aux_3: 0.1339 (0.1493)  loss_bbox_aux_4: 0.1325 (0.1490)  loss_bbox_aux_5: 0.1785 (0.1980)  loss_bbox_dn_0: 0.2249 (0.2576)  loss_bbox_dn_1: 0.1663 (0.1884)  loss_bbox_dn_2: 0.1455 (0.1685)  loss_bbox_dn_3: 0.1420 (0.1626)  loss_bbox_dn_4: 0.1367 (0.1611)  loss_bbox_dn_5: 0.1367 (0.1612)  loss_giou: 0.4463 (0.4717)  loss_giou_aux_0: 0.4531 (0.4961)  loss_giou_aux_1: 0.4419 (0.4824)  loss_giou_aux_2: 0.4509 (0.4768)  loss_giou_aux_3: 0.4487 (0.4731)  loss_giou_aux_4: 0.4427 (0.4720)  loss_giou_aux_5: 0.5156 (0.5595)  loss_giou_dn_0: 0.5572 (0.5715)  loss_giou_dn_1: 0.4551 (0.4637)  loss_giou_dn_2: 0.4219 (0.4329)  loss_giou_dn_3: 0.4115 (0.4245)  loss_giou_dn_4: 0.4085 (0.4224)  loss_giou_dn_5: 0.4085 (0.4226)  loss_vfl: 0.6591 (0.6613)  loss_vfl_aux_0: 0.7412 (0.7584)  loss_vfl_aux_1: 0.7029 (0.7133)  loss_vfl_aux_2: 0.6866 (0.6869)  loss_vfl_aux_3: 0.6663 (0.6733)  loss_vfl_aux_4: 0.6568 (0.6651)  loss_vfl_aux_5: 0.7163 (0.7438)  loss_vfl_dn_0: 0.4393 (0.4478)  loss_vfl_dn_1: 0.3861 (0.3823)  loss_vfl_dn_2: 0.3695 (0.3668)  loss_vfl_dn_3: 0.3620 (0.3594)  loss_vfl_dn_4: 0.3608 (0.3570)  loss_vfl_dn_5: 0.3604 (0.3562)  time: 0.4856  data: 0.0137  max mem: 5654
Epoch: [53]  [1400/7393]  eta: 0:48:44  lr: 0.000010  loss: 15.5420 (15.5466)  loss_bbox: 0.1313 (0.1489)  loss_bbox_aux_0: 0.1466 (0.1625)  loss_bbox_aux_1: 0.1434 (0.1543)  loss_bbox_aux_2: 0.1348 (0.1514)  loss_bbox_aux_3: 0.1366 (0.1491)  loss_bbox_aux_4: 0.1353 (0.1488)  loss_bbox_aux_5: 0.1725 (0.1977)  loss_bbox_dn_0: 0.2357 (0.2571)  loss_bbox_dn_1: 0.1654 (0.1882)  loss_bbox_dn_2: 0.1485 (0.1683)  loss_bbox_dn_3: 0.1446 (0.1625)  loss_bbox_dn_4: 0.1434 (0.1610)  loss_bbox_dn_5: 0.1435 (0.1610)  loss_giou: 0.4881 (0.4708)  loss_giou_aux_0: 0.5107 (0.4953)  loss_giou_aux_1: 0.4969 (0.4815)  loss_giou_aux_2: 0.4940 (0.4759)  loss_giou_aux_3: 0.4895 (0.4722)  loss_giou_aux_4: 0.4826 (0.4710)  loss_giou_aux_5: 0.5786 (0.5588)  loss_giou_dn_0: 0.5904 (0.5709)  loss_giou_dn_1: 0.4820 (0.4632)  loss_giou_dn_2: 0.4442 (0.4324)  loss_giou_dn_3: 0.4393 (0.4241)  loss_giou_dn_4: 0.4348 (0.4220)  loss_giou_dn_5: 0.4349 (0.4222)  loss_vfl: 0.6730 (0.6620)  loss_vfl_aux_0: 0.7639 (0.7593)  loss_vfl_aux_1: 0.7188 (0.7141)  loss_vfl_aux_2: 0.6946 (0.6873)  loss_vfl_aux_3: 0.6820 (0.6736)  loss_vfl_aux_4: 0.6756 (0.6657)  loss_vfl_aux_5: 0.7565 (0.7442)  loss_vfl_dn_0: 0.4441 (0.4477)  loss_vfl_dn_1: 0.3833 (0.3822)  loss_vfl_dn_2: 0.3660 (0.3667)  loss_vfl_dn_3: 0.3602 (0.3594)  loss_vfl_dn_4: 0.3572 (0.3569)  loss_vfl_dn_5: 0.3559 (0.3562)  time: 0.4831  data: 0.0135  max mem: 5654
Epoch: [53]  [1500/7393]  eta: 0:47:55  lr: 0.000010  loss: 15.8082 (15.5412)  loss_bbox: 0.1460 (0.1489)  loss_bbox_aux_0: 0.1537 (0.1624)  loss_bbox_aux_1: 0.1428 (0.1542)  loss_bbox_aux_2: 0.1384 (0.1514)  loss_bbox_aux_3: 0.1460 (0.1491)  loss_bbox_aux_4: 0.1461 (0.1488)  loss_bbox_aux_5: 0.1925 (0.1974)  loss_bbox_dn_0: 0.2282 (0.2568)  loss_bbox_dn_1: 0.1653 (0.1879)  loss_bbox_dn_2: 0.1603 (0.1680)  loss_bbox_dn_3: 0.1552 (0.1621)  loss_bbox_dn_4: 0.1531 (0.1607)  loss_bbox_dn_5: 0.1529 (0.1607)  loss_giou: 0.4610 (0.4711)  loss_giou_aux_0: 0.4859 (0.4955)  loss_giou_aux_1: 0.4622 (0.4818)  loss_giou_aux_2: 0.4575 (0.4763)  loss_giou_aux_3: 0.4670 (0.4726)  loss_giou_aux_4: 0.4608 (0.4714)  loss_giou_aux_5: 0.5537 (0.5592)  loss_giou_dn_0: 0.5687 (0.5709)  loss_giou_dn_1: 0.4639 (0.4631)  loss_giou_dn_2: 0.4251 (0.4324)  loss_giou_dn_3: 0.4189 (0.4241)  loss_giou_dn_4: 0.4140 (0.4220)  loss_giou_dn_5: 0.4139 (0.4221)  loss_vfl: 0.6102 (0.6613)  loss_vfl_aux_0: 0.7375 (0.7588)  loss_vfl_aux_1: 0.6881 (0.7136)  loss_vfl_aux_2: 0.6409 (0.6866)  loss_vfl_aux_3: 0.6290 (0.6727)  loss_vfl_aux_4: 0.6113 (0.6651)  loss_vfl_aux_5: 0.7409 (0.7439)  loss_vfl_dn_0: 0.4456 (0.4476)  loss_vfl_dn_1: 0.3804 (0.3820)  loss_vfl_dn_2: 0.3691 (0.3665)  loss_vfl_dn_3: 0.3628 (0.3592)  loss_vfl_dn_4: 0.3594 (0.3567)  loss_vfl_dn_5: 0.3575 (0.3560)  time: 0.4900  data: 0.0134  max mem: 5654
Epoch: [53]  [1600/7393]  eta: 0:47:24  lr: 0.000010  loss: 15.5205 (15.5362)  loss_bbox: 0.1448 (0.1489)  loss_bbox_aux_0: 0.1636 (0.1621)  loss_bbox_aux_1: 0.1565 (0.1541)  loss_bbox_aux_2: 0.1480 (0.1513)  loss_bbox_aux_3: 0.1478 (0.1492)  loss_bbox_aux_4: 0.1474 (0.1488)  loss_bbox_aux_5: 0.2019 (0.1974)  loss_bbox_dn_0: 0.2423 (0.2569)  loss_bbox_dn_1: 0.1749 (0.1878)  loss_bbox_dn_2: 0.1584 (0.1678)  loss_bbox_dn_3: 0.1507 (0.1620)  loss_bbox_dn_4: 0.1532 (0.1605)  loss_bbox_dn_5: 0.1532 (0.1606)  loss_giou: 0.4493 (0.4707)  loss_giou_aux_0: 0.4780 (0.4950)  loss_giou_aux_1: 0.4613 (0.4814)  loss_giou_aux_2: 0.4512 (0.4760)  loss_giou_aux_3: 0.4490 (0.4723)  loss_giou_aux_4: 0.4358 (0.4709)  loss_giou_aux_5: 0.5354 (0.5589)  loss_giou_dn_0: 0.5489 (0.5707)  loss_giou_dn_1: 0.4381 (0.4629)  loss_giou_dn_2: 0.4108 (0.4321)  loss_giou_dn_3: 0.4009 (0.4238)  loss_giou_dn_4: 0.3980 (0.4217)  loss_giou_dn_5: 0.3992 (0.4219)  loss_vfl: 0.6850 (0.6613)  loss_vfl_aux_0: 0.7708 (0.7591)  loss_vfl_aux_1: 0.7371 (0.7138)  loss_vfl_aux_2: 0.7227 (0.6865)  loss_vfl_aux_3: 0.6900 (0.6727)  loss_vfl_aux_4: 0.6870 (0.6652)  loss_vfl_aux_5: 0.7697 (0.7441)  loss_vfl_dn_0: 0.4448 (0.4475)  loss_vfl_dn_1: 0.3848 (0.3819)  loss_vfl_dn_2: 0.3670 (0.3665)  loss_vfl_dn_3: 0.3615 (0.3591)  loss_vfl_dn_4: 0.3603 (0.3566)  loss_vfl_dn_5: 0.3566 (0.3559)  time: 0.4716  data: 0.0135  max mem: 5654
Epoch: [53]  [1700/7393]  eta: 0:46:30  lr: 0.000010  loss: 15.0227 (15.5407)  loss_bbox: 0.1368 (0.1491)  loss_bbox_aux_0: 0.1496 (0.1622)  loss_bbox_aux_1: 0.1397 (0.1541)  loss_bbox_aux_2: 0.1348 (0.1514)  loss_bbox_aux_3: 0.1328 (0.1493)  loss_bbox_aux_4: 0.1328 (0.1489)  loss_bbox_aux_5: 0.1777 (0.1974)  loss_bbox_dn_0: 0.2490 (0.2570)  loss_bbox_dn_1: 0.1811 (0.1879)  loss_bbox_dn_2: 0.1637 (0.1681)  loss_bbox_dn_3: 0.1599 (0.1622)  loss_bbox_dn_4: 0.1576 (0.1608)  loss_bbox_dn_5: 0.1576 (0.1608)  loss_giou: 0.4332 (0.4705)  loss_giou_aux_0: 0.4572 (0.4947)  loss_giou_aux_1: 0.4370 (0.4811)  loss_giou_aux_2: 0.4455 (0.4757)  loss_giou_aux_3: 0.4368 (0.4720)  loss_giou_aux_4: 0.4344 (0.4706)  loss_giou_aux_5: 0.5257 (0.5587)  loss_giou_dn_0: 0.5499 (0.5708)  loss_giou_dn_1: 0.4437 (0.4630)  loss_giou_dn_2: 0.4146 (0.4323)  loss_giou_dn_3: 0.4065 (0.4240)  loss_giou_dn_4: 0.4042 (0.4219)  loss_giou_dn_5: 0.4041 (0.4221)  loss_vfl: 0.6564 (0.6618)  loss_vfl_aux_0: 0.7455 (0.7593)  loss_vfl_aux_1: 0.7134 (0.7141)  loss_vfl_aux_2: 0.6654 (0.6869)  loss_vfl_aux_3: 0.6562 (0.6731)  loss_vfl_aux_4: 0.6676 (0.6658)  loss_vfl_aux_5: 0.7458 (0.7443)  loss_vfl_dn_0: 0.4427 (0.4477)  loss_vfl_dn_1: 0.3728 (0.3821)  loss_vfl_dn_2: 0.3588 (0.3666)  loss_vfl_dn_3: 0.3517 (0.3593)  loss_vfl_dn_4: 0.3488 (0.3568)  loss_vfl_dn_5: 0.3478 (0.3561)  time: 0.4819  data: 0.0135  max mem: 5654
Epoch: [53]  [1800/7393]  eta: 0:45:34  lr: 0.000010  loss: 15.7841 (15.5526)  loss_bbox: 0.1421 (0.1491)  loss_bbox_aux_0: 0.1544 (0.1623)  loss_bbox_aux_1: 0.1445 (0.1541)  loss_bbox_aux_2: 0.1394 (0.1514)  loss_bbox_aux_3: 0.1417 (0.1494)  loss_bbox_aux_4: 0.1405 (0.1489)  loss_bbox_aux_5: 0.1925 (0.1975)  loss_bbox_dn_0: 0.2319 (0.2574)  loss_bbox_dn_1: 0.1621 (0.1883)  loss_bbox_dn_2: 0.1476 (0.1683)  loss_bbox_dn_3: 0.1418 (0.1624)  loss_bbox_dn_4: 0.1397 (0.1610)  loss_bbox_dn_5: 0.1397 (0.1610)  loss_giou: 0.4954 (0.4709)  loss_giou_aux_0: 0.5136 (0.4952)  loss_giou_aux_1: 0.5031 (0.4816)  loss_giou_aux_2: 0.4964 (0.4762)  loss_giou_aux_3: 0.4926 (0.4725)  loss_giou_aux_4: 0.4935 (0.4711)  loss_giou_aux_5: 0.5916 (0.5591)  loss_giou_dn_0: 0.5989 (0.5715)  loss_giou_dn_1: 0.4824 (0.4637)  loss_giou_dn_2: 0.4516 (0.4329)  loss_giou_dn_3: 0.4460 (0.4246)  loss_giou_dn_4: 0.4435 (0.4225)  loss_giou_dn_5: 0.4435 (0.4226)  loss_vfl: 0.6470 (0.6621)  loss_vfl_aux_0: 0.7511 (0.7596)  loss_vfl_aux_1: 0.7101 (0.7145)  loss_vfl_aux_2: 0.6748 (0.6873)  loss_vfl_aux_3: 0.6565 (0.6736)  loss_vfl_aux_4: 0.6532 (0.6660)  loss_vfl_aux_5: 0.7304 (0.7448)  loss_vfl_dn_0: 0.4510 (0.4478)  loss_vfl_dn_1: 0.3923 (0.3822)  loss_vfl_dn_2: 0.3754 (0.3668)  loss_vfl_dn_3: 0.3717 (0.3594)  loss_vfl_dn_4: 0.3712 (0.3570)  loss_vfl_dn_5: 0.3691 (0.3562)  time: 0.4765  data: 0.0138  max mem: 5654
Epoch: [53]  [1900/7393]  eta: 0:44:43  lr: 0.000010  loss: 15.4303 (15.5480)  loss_bbox: 0.1574 (0.1490)  loss_bbox_aux_0: 0.1580 (0.1620)  loss_bbox_aux_1: 0.1564 (0.1540)  loss_bbox_aux_2: 0.1546 (0.1513)  loss_bbox_aux_3: 0.1555 (0.1493)  loss_bbox_aux_4: 0.1462 (0.1489)  loss_bbox_aux_5: 0.1913 (0.1971)  loss_bbox_dn_0: 0.2704 (0.2569)  loss_bbox_dn_1: 0.1966 (0.1879)  loss_bbox_dn_2: 0.1758 (0.1680)  loss_bbox_dn_3: 0.1695 (0.1621)  loss_bbox_dn_4: 0.1685 (0.1607)  loss_bbox_dn_5: 0.1685 (0.1607)  loss_giou: 0.4233 (0.4711)  loss_giou_aux_0: 0.4461 (0.4950)  loss_giou_aux_1: 0.4300 (0.4816)  loss_giou_aux_2: 0.4278 (0.4763)  loss_giou_aux_3: 0.4214 (0.4727)  loss_giou_aux_4: 0.4239 (0.4713)  loss_giou_aux_5: 0.5054 (0.5590)  loss_giou_dn_0: 0.5573 (0.5715)  loss_giou_dn_1: 0.4450 (0.4638)  loss_giou_dn_2: 0.4136 (0.4330)  loss_giou_dn_3: 0.4066 (0.4247)  loss_giou_dn_4: 0.4041 (0.4226)  loss_giou_dn_5: 0.4044 (0.4228)  loss_vfl: 0.6693 (0.6616)  loss_vfl_aux_0: 0.7547 (0.7595)  loss_vfl_aux_1: 0.7141 (0.7142)  loss_vfl_aux_2: 0.6961 (0.6867)  loss_vfl_aux_3: 0.6645 (0.6730)  loss_vfl_aux_4: 0.6708 (0.6656)  loss_vfl_aux_5: 0.7446 (0.7447)  loss_vfl_dn_0: 0.4466 (0.4477)  loss_vfl_dn_1: 0.3736 (0.3822)  loss_vfl_dn_2: 0.3615 (0.3668)  loss_vfl_dn_3: 0.3556 (0.3594)  loss_vfl_dn_4: 0.3530 (0.3570)  loss_vfl_dn_5: 0.3525 (0.3563)  time: 0.4779  data: 0.0135  max mem: 5654
Epoch: [53]  [2000/7393]  eta: 0:44:08  lr: 0.000010  loss: 15.6195 (15.5462)  loss_bbox: 0.1358 (0.1491)  loss_bbox_aux_0: 0.1554 (0.1619)  loss_bbox_aux_1: 0.1414 (0.1539)  loss_bbox_aux_2: 0.1382 (0.1514)  loss_bbox_aux_3: 0.1360 (0.1493)  loss_bbox_aux_4: 0.1357 (0.1489)  loss_bbox_aux_5: 0.1898 (0.1971)  loss_bbox_dn_0: 0.2409 (0.2568)  loss_bbox_dn_1: 0.1785 (0.1877)  loss_bbox_dn_2: 0.1537 (0.1678)  loss_bbox_dn_3: 0.1573 (0.1620)  loss_bbox_dn_4: 0.1558 (0.1605)  loss_bbox_dn_5: 0.1558 (0.1606)  loss_giou: 0.4864 (0.4709)  loss_giou_aux_0: 0.5072 (0.4948)  loss_giou_aux_1: 0.4964 (0.4814)  loss_giou_aux_2: 0.4947 (0.4762)  loss_giou_aux_3: 0.4843 (0.4725)  loss_giou_aux_4: 0.4863 (0.4711)  loss_giou_aux_5: 0.5860 (0.5588)  loss_giou_dn_0: 0.5662 (0.5715)  loss_giou_dn_1: 0.4650 (0.4637)  loss_giou_dn_2: 0.4315 (0.4329)  loss_giou_dn_3: 0.4231 (0.4246)  loss_giou_dn_4: 0.4195 (0.4225)  loss_giou_dn_5: 0.4205 (0.4227)  loss_vfl: 0.6597 (0.6618)  loss_vfl_aux_0: 0.7511 (0.7594)  loss_vfl_aux_1: 0.7003 (0.7143)  loss_vfl_aux_2: 0.6605 (0.6866)  loss_vfl_aux_3: 0.6658 (0.6732)  loss_vfl_aux_4: 0.6513 (0.6657)  loss_vfl_aux_5: 0.7280 (0.7447)  loss_vfl_dn_0: 0.4468 (0.4477)  loss_vfl_dn_1: 0.3875 (0.3823)  loss_vfl_dn_2: 0.3739 (0.3668)  loss_vfl_dn_3: 0.3642 (0.3595)  loss_vfl_dn_4: 0.3623 (0.3570)  loss_vfl_dn_5: 0.3613 (0.3563)  time: 0.4749  data: 0.0137  max mem: 5654
Epoch: [53]  [2100/7393]  eta: 0:43:16  lr: 0.000010  loss: 15.4546 (15.5536)  loss_bbox: 0.1421 (0.1493)  loss_bbox_aux_0: 0.1611 (0.1622)  loss_bbox_aux_1: 0.1474 (0.1543)  loss_bbox_aux_2: 0.1448 (0.1516)  loss_bbox_aux_3: 0.1359 (0.1496)  loss_bbox_aux_4: 0.1420 (0.1492)  loss_bbox_aux_5: 0.1973 (0.1972)  loss_bbox_dn_0: 0.2647 (0.2569)  loss_bbox_dn_1: 0.2132 (0.1879)  loss_bbox_dn_2: 0.1802 (0.1680)  loss_bbox_dn_3: 0.1779 (0.1621)  loss_bbox_dn_4: 0.1720 (0.1607)  loss_bbox_dn_5: 0.1721 (0.1607)  loss_giou: 0.4318 (0.4712)  loss_giou_aux_0: 0.4544 (0.4950)  loss_giou_aux_1: 0.4379 (0.4815)  loss_giou_aux_2: 0.4173 (0.4763)  loss_giou_aux_3: 0.4263 (0.4727)  loss_giou_aux_4: 0.4264 (0.4713)  loss_giou_aux_5: 0.5333 (0.5589)  loss_giou_dn_0: 0.5511 (0.5714)  loss_giou_dn_1: 0.4477 (0.4637)  loss_giou_dn_2: 0.4190 (0.4330)  loss_giou_dn_3: 0.4051 (0.4246)  loss_giou_dn_4: 0.4021 (0.4225)  loss_giou_dn_5: 0.4022 (0.4227)  loss_vfl: 0.6717 (0.6623)  loss_vfl_aux_0: 0.7366 (0.7595)  loss_vfl_aux_1: 0.6915 (0.7146)  loss_vfl_aux_2: 0.6847 (0.6871)  loss_vfl_aux_3: 0.6773 (0.6737)  loss_vfl_aux_4: 0.6689 (0.6662)  loss_vfl_aux_5: 0.7220 (0.7449)  loss_vfl_dn_0: 0.4531 (0.4479)  loss_vfl_dn_1: 0.3826 (0.3824)  loss_vfl_dn_2: 0.3696 (0.3670)  loss_vfl_dn_3: 0.3614 (0.3596)  loss_vfl_dn_4: 0.3610 (0.3572)  loss_vfl_dn_5: 0.3592 (0.3564)  time: 0.4779  data: 0.0133  max mem: 5654
Epoch: [53]  [2200/7393]  eta: 0:42:23  lr: 0.000010  loss: 15.5916 (15.5497)  loss_bbox: 0.1527 (0.1494)  loss_bbox_aux_0: 0.1637 (0.1624)  loss_bbox_aux_1: 0.1651 (0.1544)  loss_bbox_aux_2: 0.1561 (0.1517)  loss_bbox_aux_3: 0.1510 (0.1497)  loss_bbox_aux_4: 0.1527 (0.1492)  loss_bbox_aux_5: 0.1980 (0.1975)  loss_bbox_dn_0: 0.2816 (0.2569)  loss_bbox_dn_1: 0.2078 (0.1880)  loss_bbox_dn_2: 0.1786 (0.1680)  loss_bbox_dn_3: 0.1714 (0.1622)  loss_bbox_dn_4: 0.1667 (0.1608)  loss_bbox_dn_5: 0.1668 (0.1608)  loss_giou: 0.4504 (0.4708)  loss_giou_aux_0: 0.4791 (0.4946)  loss_giou_aux_1: 0.4636 (0.4812)  loss_giou_aux_2: 0.4577 (0.4760)  loss_giou_aux_3: 0.4477 (0.4723)  loss_giou_aux_4: 0.4503 (0.4709)  loss_giou_aux_5: 0.5518 (0.5585)  loss_giou_dn_0: 0.5828 (0.5712)  loss_giou_dn_1: 0.4630 (0.4635)  loss_giou_dn_2: 0.4241 (0.4327)  loss_giou_dn_3: 0.4155 (0.4244)  loss_giou_dn_4: 0.4146 (0.4223)  loss_giou_dn_5: 0.4148 (0.4225)  loss_vfl: 0.6629 (0.6624)  loss_vfl_aux_0: 0.7447 (0.7590)  loss_vfl_aux_1: 0.7058 (0.7143)  loss_vfl_aux_2: 0.6775 (0.6869)  loss_vfl_aux_3: 0.6749 (0.6738)  loss_vfl_aux_4: 0.6656 (0.6662)  loss_vfl_aux_5: 0.7337 (0.7448)  loss_vfl_dn_0: 0.4525 (0.4479)  loss_vfl_dn_1: 0.3865 (0.3823)  loss_vfl_dn_2: 0.3690 (0.3669)  loss_vfl_dn_3: 0.3609 (0.3596)  loss_vfl_dn_4: 0.3587 (0.3571)  loss_vfl_dn_5: 0.3573 (0.3564)  time: 0.4773  data: 0.0132  max mem: 5654
Epoch: [53]  [2300/7393]  eta: 0:41:30  lr: 0.000010  loss: 16.2045 (15.5643)  loss_bbox: 0.1421 (0.1494)  loss_bbox_aux_0: 0.1549 (0.1624)  loss_bbox_aux_1: 0.1466 (0.1545)  loss_bbox_aux_2: 0.1440 (0.1518)  loss_bbox_aux_3: 0.1464 (0.1497)  loss_bbox_aux_4: 0.1441 (0.1493)  loss_bbox_aux_5: 0.1898 (0.1976)  loss_bbox_dn_0: 0.2461 (0.2569)  loss_bbox_dn_1: 0.1753 (0.1879)  loss_bbox_dn_2: 0.1543 (0.1680)  loss_bbox_dn_3: 0.1487 (0.1622)  loss_bbox_dn_4: 0.1487 (0.1607)  loss_bbox_dn_5: 0.1488 (0.1607)  loss_giou: 0.4537 (0.4720)  loss_giou_aux_0: 0.4798 (0.4958)  loss_giou_aux_1: 0.4709 (0.4824)  loss_giou_aux_2: 0.4593 (0.4773)  loss_giou_aux_3: 0.4544 (0.4735)  loss_giou_aux_4: 0.4522 (0.4721)  loss_giou_aux_5: 0.5472 (0.5598)  loss_giou_dn_0: 0.5846 (0.5721)  loss_giou_dn_1: 0.4738 (0.4644)  loss_giou_dn_2: 0.4480 (0.4336)  loss_giou_dn_3: 0.4361 (0.4252)  loss_giou_dn_4: 0.4334 (0.4231)  loss_giou_dn_5: 0.4337 (0.4233)  loss_vfl: 0.6508 (0.6625)  loss_vfl_aux_0: 0.7369 (0.7588)  loss_vfl_aux_1: 0.6934 (0.7143)  loss_vfl_aux_2: 0.6630 (0.6868)  loss_vfl_aux_3: 0.6571 (0.6738)  loss_vfl_aux_4: 0.6485 (0.6663)  loss_vfl_aux_5: 0.7305 (0.7446)  loss_vfl_dn_0: 0.4432 (0.4480)  loss_vfl_dn_1: 0.3892 (0.3825)  loss_vfl_dn_2: 0.3726 (0.3671)  loss_vfl_dn_3: 0.3655 (0.3598)  loss_vfl_dn_4: 0.3623 (0.3573)  loss_vfl_dn_5: 0.3594 (0.3566)  time: 0.4632  data: 0.0133  max mem: 5654
Epoch: [53]  [2400/7393]  eta: 0:40:39  lr: 0.000010  loss: 15.8963 (15.5664)  loss_bbox: 0.1421 (0.1492)  loss_bbox_aux_0: 0.1589 (0.1621)  loss_bbox_aux_1: 0.1475 (0.1543)  loss_bbox_aux_2: 0.1485 (0.1516)  loss_bbox_aux_3: 0.1441 (0.1496)  loss_bbox_aux_4: 0.1452 (0.1492)  loss_bbox_aux_5: 0.1905 (0.1975)  loss_bbox_dn_0: 0.2382 (0.2566)  loss_bbox_dn_1: 0.1782 (0.1877)  loss_bbox_dn_2: 0.1541 (0.1678)  loss_bbox_dn_3: 0.1484 (0.1620)  loss_bbox_dn_4: 0.1478 (0.1605)  loss_bbox_dn_5: 0.1478 (0.1605)  loss_giou: 0.4737 (0.4724)  loss_giou_aux_0: 0.4989 (0.4962)  loss_giou_aux_1: 0.4914 (0.4829)  loss_giou_aux_2: 0.4828 (0.4777)  loss_giou_aux_3: 0.4781 (0.4740)  loss_giou_aux_4: 0.4821 (0.4726)  loss_giou_aux_5: 0.5751 (0.5602)  loss_giou_dn_0: 0.5870 (0.5723)  loss_giou_dn_1: 0.4742 (0.4646)  loss_giou_dn_2: 0.4367 (0.4338)  loss_giou_dn_3: 0.4284 (0.4254)  loss_giou_dn_4: 0.4271 (0.4234)  loss_giou_dn_5: 0.4276 (0.4235)  loss_vfl: 0.6593 (0.6626)  loss_vfl_aux_0: 0.7237 (0.7588)  loss_vfl_aux_1: 0.7076 (0.7142)  loss_vfl_aux_2: 0.6674 (0.6869)  loss_vfl_aux_3: 0.6736 (0.6738)  loss_vfl_aux_4: 0.6520 (0.6663)  loss_vfl_aux_5: 0.7243 (0.7445)  loss_vfl_dn_0: 0.4423 (0.4480)  loss_vfl_dn_1: 0.3840 (0.3826)  loss_vfl_dn_2: 0.3721 (0.3672)  loss_vfl_dn_3: 0.3630 (0.3599)  loss_vfl_dn_4: 0.3572 (0.3574)  loss_vfl_dn_5: 0.3571 (0.3567)  time: 0.4680  data: 0.0136  max mem: 5654
Epoch: [53]  [2500/7393]  eta: 0:39:47  lr: 0.000010  loss: 15.3609 (15.5726)  loss_bbox: 0.1650 (0.1491)  loss_bbox_aux_0: 0.1636 (0.1620)  loss_bbox_aux_1: 0.1638 (0.1542)  loss_bbox_aux_2: 0.1636 (0.1515)  loss_bbox_aux_3: 0.1648 (0.1495)  loss_bbox_aux_4: 0.1619 (0.1490)  loss_bbox_aux_5: 0.1978 (0.1973)  loss_bbox_dn_0: 0.2443 (0.2563)  loss_bbox_dn_1: 0.1693 (0.1876)  loss_bbox_dn_2: 0.1520 (0.1677)  loss_bbox_dn_3: 0.1475 (0.1619)  loss_bbox_dn_4: 0.1462 (0.1605)  loss_bbox_dn_5: 0.1462 (0.1605)  loss_giou: 0.4636 (0.4730)  loss_giou_aux_0: 0.4731 (0.4966)  loss_giou_aux_1: 0.4627 (0.4833)  loss_giou_aux_2: 0.4678 (0.4782)  loss_giou_aux_3: 0.4615 (0.4744)  loss_giou_aux_4: 0.4628 (0.4731)  loss_giou_aux_5: 0.5239 (0.5607)  loss_giou_dn_0: 0.5469 (0.5728)  loss_giou_dn_1: 0.4449 (0.4650)  loss_giou_dn_2: 0.4107 (0.4342)  loss_giou_dn_3: 0.4028 (0.4258)  loss_giou_dn_4: 0.4006 (0.4238)  loss_giou_dn_5: 0.4006 (0.4239)  loss_vfl: 0.6307 (0.6628)  loss_vfl_aux_0: 0.7430 (0.7589)  loss_vfl_aux_1: 0.6903 (0.7144)  loss_vfl_aux_2: 0.6455 (0.6870)  loss_vfl_aux_3: 0.6409 (0.6740)  loss_vfl_aux_4: 0.6344 (0.6665)  loss_vfl_aux_5: 0.7218 (0.7443)  loss_vfl_dn_0: 0.4454 (0.4480)  loss_vfl_dn_1: 0.3792 (0.3828)  loss_vfl_dn_2: 0.3638 (0.3674)  loss_vfl_dn_3: 0.3572 (0.3601)  loss_vfl_dn_4: 0.3559 (0.3576)  loss_vfl_dn_5: 0.3544 (0.3569)  time: 0.4712  data: 0.0135  max mem: 5654
Epoch: [53]  [2600/7393]  eta: 0:38:56  lr: 0.000010  loss: 15.9267 (15.5762)  loss_bbox: 0.1539 (0.1493)  loss_bbox_aux_0: 0.1684 (0.1621)  loss_bbox_aux_1: 0.1599 (0.1544)  loss_bbox_aux_2: 0.1511 (0.1517)  loss_bbox_aux_3: 0.1527 (0.1497)  loss_bbox_aux_4: 0.1519 (0.1492)  loss_bbox_aux_5: 0.2036 (0.1976)  loss_bbox_dn_0: 0.2337 (0.2567)  loss_bbox_dn_1: 0.1663 (0.1879)  loss_bbox_dn_2: 0.1511 (0.1680)  loss_bbox_dn_3: 0.1470 (0.1622)  loss_bbox_dn_4: 0.1460 (0.1607)  loss_bbox_dn_5: 0.1459 (0.1607)  loss_giou: 0.4845 (0.4731)  loss_giou_aux_0: 0.5216 (0.4967)  loss_giou_aux_1: 0.5175 (0.4835)  loss_giou_aux_2: 0.5031 (0.4783)  loss_giou_aux_3: 0.4866 (0.4746)  loss_giou_aux_4: 0.4909 (0.4732)  loss_giou_aux_5: 0.5884 (0.5608)  loss_giou_dn_0: 0.5887 (0.5728)  loss_giou_dn_1: 0.4789 (0.4651)  loss_giou_dn_2: 0.4407 (0.4342)  loss_giou_dn_3: 0.4368 (0.4258)  loss_giou_dn_4: 0.4346 (0.4238)  loss_giou_dn_5: 0.4350 (0.4239)  loss_vfl: 0.6300 (0.6627)  loss_vfl_aux_0: 0.7220 (0.7588)  loss_vfl_aux_1: 0.6884 (0.7144)  loss_vfl_aux_2: 0.6451 (0.6870)  loss_vfl_aux_3: 0.6264 (0.6738)  loss_vfl_aux_4: 0.6239 (0.6663)  loss_vfl_aux_5: 0.7116 (0.7440)  loss_vfl_dn_0: 0.4427 (0.4480)  loss_vfl_dn_1: 0.3833 (0.3828)  loss_vfl_dn_2: 0.3724 (0.3674)  loss_vfl_dn_3: 0.3637 (0.3601)  loss_vfl_dn_4: 0.3613 (0.3577)  loss_vfl_dn_5: 0.3609 (0.3570)  time: 0.4645  data: 0.0141  max mem: 5654
Epoch: [53]  [2700/7393]  eta: 0:38:17  lr: 0.000010  loss: 15.0610 (15.5768)  loss_bbox: 0.1371 (0.1496)  loss_bbox_aux_0: 0.1516 (0.1623)  loss_bbox_aux_1: 0.1439 (0.1546)  loss_bbox_aux_2: 0.1361 (0.1519)  loss_bbox_aux_3: 0.1347 (0.1500)  loss_bbox_aux_4: 0.1377 (0.1495)  loss_bbox_aux_5: 0.1872 (0.1979)  loss_bbox_dn_0: 0.2773 (0.2571)  loss_bbox_dn_1: 0.1919 (0.1882)  loss_bbox_dn_2: 0.1664 (0.1683)  loss_bbox_dn_3: 0.1618 (0.1625)  loss_bbox_dn_4: 0.1598 (0.1610)  loss_bbox_dn_5: 0.1598 (0.1610)  loss_giou: 0.3943 (0.4727)  loss_giou_aux_0: 0.4191 (0.4962)  loss_giou_aux_1: 0.4054 (0.4830)  loss_giou_aux_2: 0.3929 (0.4779)  loss_giou_aux_3: 0.3891 (0.4742)  loss_giou_aux_4: 0.4009 (0.4728)  loss_giou_aux_5: 0.5048 (0.5604)  loss_giou_dn_0: 0.5520 (0.5728)  loss_giou_dn_1: 0.4381 (0.4650)  loss_giou_dn_2: 0.4094 (0.4341)  loss_giou_dn_3: 0.4017 (0.4257)  loss_giou_dn_4: 0.3989 (0.4237)  loss_giou_dn_5: 0.3996 (0.4238)  loss_vfl: 0.6768 (0.6628)  loss_vfl_aux_0: 0.7666 (0.7592)  loss_vfl_aux_1: 0.7138 (0.7144)  loss_vfl_aux_2: 0.6886 (0.6869)  loss_vfl_aux_3: 0.6772 (0.6739)  loss_vfl_aux_4: 0.6779 (0.6665)  loss_vfl_aux_5: 0.7179 (0.7442)  loss_vfl_dn_0: 0.4444 (0.4480)  loss_vfl_dn_1: 0.3836 (0.3828)  loss_vfl_dn_2: 0.3610 (0.3674)  loss_vfl_dn_3: 0.3563 (0.3601)  loss_vfl_dn_4: 0.3546 (0.3576)  loss_vfl_dn_5: 0.3526 (0.3569)  time: 0.4896  data: 0.0141  max mem: 5654
Epoch: [53]  [2800/7393]  eta: 0:37:26  lr: 0.000010  loss: 15.1922 (15.5700)  loss_bbox: 0.1527 (0.1496)  loss_bbox_aux_0: 0.1510 (0.1621)  loss_bbox_aux_1: 0.1498 (0.1546)  loss_bbox_aux_2: 0.1499 (0.1519)  loss_bbox_aux_3: 0.1477 (0.1500)  loss_bbox_aux_4: 0.1544 (0.1495)  loss_bbox_aux_5: 0.1784 (0.1977)  loss_bbox_dn_0: 0.2496 (0.2571)  loss_bbox_dn_1: 0.1773 (0.1881)  loss_bbox_dn_2: 0.1569 (0.1682)  loss_bbox_dn_3: 0.1492 (0.1624)  loss_bbox_dn_4: 0.1494 (0.1609)  loss_bbox_dn_5: 0.1494 (0.1609)  loss_giou: 0.4446 (0.4724)  loss_giou_aux_0: 0.4715 (0.4956)  loss_giou_aux_1: 0.4578 (0.4825)  loss_giou_aux_2: 0.4399 (0.4774)  loss_giou_aux_3: 0.4481 (0.4737)  loss_giou_aux_4: 0.4445 (0.4724)  loss_giou_aux_5: 0.5144 (0.5598)  loss_giou_dn_0: 0.5490 (0.5724)  loss_giou_dn_1: 0.4313 (0.4645)  loss_giou_dn_2: 0.4104 (0.4337)  loss_giou_dn_3: 0.4007 (0.4253)  loss_giou_dn_4: 0.3964 (0.4232)  loss_giou_dn_5: 0.3964 (0.4234)  loss_vfl: 0.6315 (0.6625)  loss_vfl_aux_0: 0.7497 (0.7595)  loss_vfl_aux_1: 0.6996 (0.7145)  loss_vfl_aux_2: 0.6759 (0.6870)  loss_vfl_aux_3: 0.6504 (0.6737)  loss_vfl_aux_4: 0.6473 (0.6663)  loss_vfl_aux_5: 0.7428 (0.7444)  loss_vfl_dn_0: 0.4526 (0.4480)  loss_vfl_dn_1: 0.3829 (0.3828)  loss_vfl_dn_2: 0.3681 (0.3673)  loss_vfl_dn_3: 0.3639 (0.3600)  loss_vfl_dn_4: 0.3624 (0.3576)  loss_vfl_dn_5: 0.3631 (0.3569)  time: 0.4872  data: 0.0135  max mem: 5654
Epoch: [53]  [2900/7393]  eta: 0:36:35  lr: 0.000010  loss: 15.7646 (15.5683)  loss_bbox: 0.1507 (0.1496)  loss_bbox_aux_0: 0.1569 (0.1620)  loss_bbox_aux_1: 0.1482 (0.1545)  loss_bbox_aux_2: 0.1504 (0.1519)  loss_bbox_aux_3: 0.1505 (0.1500)  loss_bbox_aux_4: 0.1506 (0.1495)  loss_bbox_aux_5: 0.1826 (0.1976)  loss_bbox_dn_0: 0.2557 (0.2572)  loss_bbox_dn_1: 0.1873 (0.1882)  loss_bbox_dn_2: 0.1624 (0.1681)  loss_bbox_dn_3: 0.1512 (0.1623)  loss_bbox_dn_4: 0.1515 (0.1609)  loss_bbox_dn_5: 0.1515 (0.1609)  loss_giou: 0.4495 (0.4720)  loss_giou_aux_0: 0.4612 (0.4952)  loss_giou_aux_1: 0.4585 (0.4821)  loss_giou_aux_2: 0.4448 (0.4771)  loss_giou_aux_3: 0.4469 (0.4734)  loss_giou_aux_4: 0.4436 (0.4721)  loss_giou_aux_5: 0.5385 (0.5593)  loss_giou_dn_0: 0.5657 (0.5721)  loss_giou_dn_1: 0.4587 (0.4642)  loss_giou_dn_2: 0.4137 (0.4333)  loss_giou_dn_3: 0.4038 (0.4250)  loss_giou_dn_4: 0.4019 (0.4229)  loss_giou_dn_5: 0.4023 (0.4231)  loss_vfl: 0.6759 (0.6629)  loss_vfl_aux_0: 0.7565 (0.7601)  loss_vfl_aux_1: 0.7168 (0.7150)  loss_vfl_aux_2: 0.6939 (0.6875)  loss_vfl_aux_3: 0.6814 (0.6741)  loss_vfl_aux_4: 0.6903 (0.6667)  loss_vfl_aux_5: 0.7630 (0.7451)  loss_vfl_dn_0: 0.4533 (0.4481)  loss_vfl_dn_1: 0.3882 (0.3829)  loss_vfl_dn_2: 0.3732 (0.3674)  loss_vfl_dn_3: 0.3668 (0.3601)  loss_vfl_dn_4: 0.3654 (0.3576)  loss_vfl_dn_5: 0.3650 (0.3569)  time: 0.4808  data: 0.0142  max mem: 5654
Epoch: [53]  [3000/7393]  eta: 0:35:45  lr: 0.000010  loss: 15.5180 (15.5680)  loss_bbox: 0.1479 (0.1495)  loss_bbox_aux_0: 0.1600 (0.1620)  loss_bbox_aux_1: 0.1569 (0.1544)  loss_bbox_aux_2: 0.1513 (0.1517)  loss_bbox_aux_3: 0.1475 (0.1500)  loss_bbox_aux_4: 0.1464 (0.1495)  loss_bbox_aux_5: 0.1987 (0.1976)  loss_bbox_dn_0: 0.2526 (0.2572)  loss_bbox_dn_1: 0.1793 (0.1881)  loss_bbox_dn_2: 0.1631 (0.1681)  loss_bbox_dn_3: 0.1588 (0.1623)  loss_bbox_dn_4: 0.1592 (0.1609)  loss_bbox_dn_5: 0.1592 (0.1609)  loss_giou: 0.4541 (0.4719)  loss_giou_aux_0: 0.4676 (0.4951)  loss_giou_aux_1: 0.4552 (0.4820)  loss_giou_aux_2: 0.4487 (0.4769)  loss_giou_aux_3: 0.4509 (0.4733)  loss_giou_aux_4: 0.4516 (0.4720)  loss_giou_aux_5: 0.5147 (0.5593)  loss_giou_dn_0: 0.5450 (0.5721)  loss_giou_dn_1: 0.4337 (0.4642)  loss_giou_dn_2: 0.4038 (0.4333)  loss_giou_dn_3: 0.3967 (0.4250)  loss_giou_dn_4: 0.3932 (0.4229)  loss_giou_dn_5: 0.3933 (0.4231)  loss_vfl: 0.6370 (0.6630)  loss_vfl_aux_0: 0.7481 (0.7601)  loss_vfl_aux_1: 0.6917 (0.7153)  loss_vfl_aux_2: 0.6759 (0.6876)  loss_vfl_aux_3: 0.6562 (0.6741)  loss_vfl_aux_4: 0.6503 (0.6668)  loss_vfl_aux_5: 0.7611 (0.7451)  loss_vfl_dn_0: 0.4444 (0.4481)  loss_vfl_dn_1: 0.3785 (0.3828)  loss_vfl_dn_2: 0.3642 (0.3673)  loss_vfl_dn_3: 0.3581 (0.3600)  loss_vfl_dn_4: 0.3572 (0.3575)  loss_vfl_dn_5: 0.3570 (0.3568)  time: 0.4905  data: 0.0139  max mem: 5654
Epoch: [53]  [3100/7393]  eta: 0:34:55  lr: 0.000010  loss: 15.6505 (15.5660)  loss_bbox: 0.1576 (0.1495)  loss_bbox_aux_0: 0.1746 (0.1619)  loss_bbox_aux_1: 0.1679 (0.1544)  loss_bbox_aux_2: 0.1507 (0.1516)  loss_bbox_aux_3: 0.1490 (0.1499)  loss_bbox_aux_4: 0.1578 (0.1494)  loss_bbox_aux_5: 0.2130 (0.1975)  loss_bbox_dn_0: 0.2967 (0.2572)  loss_bbox_dn_1: 0.2090 (0.1881)  loss_bbox_dn_2: 0.1793 (0.1681)  loss_bbox_dn_3: 0.1706 (0.1623)  loss_bbox_dn_4: 0.1695 (0.1609)  loss_bbox_dn_5: 0.1695 (0.1609)  loss_giou: 0.4340 (0.4718)  loss_giou_aux_0: 0.4420 (0.4949)  loss_giou_aux_1: 0.4395 (0.4818)  loss_giou_aux_2: 0.4411 (0.4768)  loss_giou_aux_3: 0.4372 (0.4732)  loss_giou_aux_4: 0.4321 (0.4719)  loss_giou_aux_5: 0.5195 (0.5591)  loss_giou_dn_0: 0.5473 (0.5719)  loss_giou_dn_1: 0.4456 (0.4641)  loss_giou_dn_2: 0.4197 (0.4332)  loss_giou_dn_3: 0.4129 (0.4249)  loss_giou_dn_4: 0.4078 (0.4228)  loss_giou_dn_5: 0.4078 (0.4230)  loss_vfl: 0.6692 (0.6630)  loss_vfl_aux_0: 0.7732 (0.7603)  loss_vfl_aux_1: 0.7345 (0.7152)  loss_vfl_aux_2: 0.7043 (0.6876)  loss_vfl_aux_3: 0.6688 (0.6741)  loss_vfl_aux_4: 0.6780 (0.6668)  loss_vfl_aux_5: 0.7714 (0.7453)  loss_vfl_dn_0: 0.4475 (0.4481)  loss_vfl_dn_1: 0.3759 (0.3828)  loss_vfl_dn_2: 0.3589 (0.3672)  loss_vfl_dn_3: 0.3525 (0.3599)  loss_vfl_dn_4: 0.3505 (0.3575)  loss_vfl_dn_5: 0.3521 (0.3568)  time: 0.4676  data: 0.0135  max mem: 5654
Epoch: [53]  [3200/7393]  eta: 0:34:04  lr: 0.000010  loss: 14.8163 (15.5585)  loss_bbox: 0.1344 (0.1494)  loss_bbox_aux_0: 0.1483 (0.1617)  loss_bbox_aux_1: 0.1376 (0.1542)  loss_bbox_aux_2: 0.1381 (0.1515)  loss_bbox_aux_3: 0.1344 (0.1498)  loss_bbox_aux_4: 0.1329 (0.1493)  loss_bbox_aux_5: 0.1928 (0.1975)  loss_bbox_dn_0: 0.2378 (0.2570)  loss_bbox_dn_1: 0.1736 (0.1879)  loss_bbox_dn_2: 0.1514 (0.1679)  loss_bbox_dn_3: 0.1467 (0.1621)  loss_bbox_dn_4: 0.1462 (0.1607)  loss_bbox_dn_5: 0.1462 (0.1607)  loss_giou: 0.3907 (0.4713)  loss_giou_aux_0: 0.4190 (0.4943)  loss_giou_aux_1: 0.3833 (0.4813)  loss_giou_aux_2: 0.3835 (0.4762)  loss_giou_aux_3: 0.3876 (0.4727)  loss_giou_aux_4: 0.3906 (0.4714)  loss_giou_aux_5: 0.4848 (0.5586)  loss_giou_dn_0: 0.5368 (0.5715)  loss_giou_dn_1: 0.4141 (0.4637)  loss_giou_dn_2: 0.3841 (0.4328)  loss_giou_dn_3: 0.3760 (0.4245)  loss_giou_dn_4: 0.3750 (0.4224)  loss_giou_dn_5: 0.3750 (0.4226)  loss_vfl: 0.6499 (0.6632)  loss_vfl_aux_0: 0.7456 (0.7605)  loss_vfl_aux_1: 0.7027 (0.7154)  loss_vfl_aux_2: 0.6790 (0.6878)  loss_vfl_aux_3: 0.6603 (0.6742)  loss_vfl_aux_4: 0.6536 (0.6669)  loss_vfl_aux_5: 0.7132 (0.7452)  loss_vfl_dn_0: 0.4402 (0.4481)  loss_vfl_dn_1: 0.3736 (0.3827)  loss_vfl_dn_2: 0.3552 (0.3672)  loss_vfl_dn_3: 0.3512 (0.3599)  loss_vfl_dn_4: 0.3467 (0.3574)  loss_vfl_dn_5: 0.3459 (0.3567)  time: 0.4646  data: 0.0135  max mem: 5654
Epoch: [53]  [3300/7393]  eta: 0:33:13  lr: 0.000010  loss: 15.6928 (15.5592)  loss_bbox: 0.1379 (0.1494)  loss_bbox_aux_0: 0.1577 (0.1618)  loss_bbox_aux_1: 0.1583 (0.1543)  loss_bbox_aux_2: 0.1530 (0.1516)  loss_bbox_aux_3: 0.1499 (0.1499)  loss_bbox_aux_4: 0.1442 (0.1494)  loss_bbox_aux_5: 0.1976 (0.1976)  loss_bbox_dn_0: 0.2493 (0.2570)  loss_bbox_dn_1: 0.1869 (0.1880)  loss_bbox_dn_2: 0.1704 (0.1680)  loss_bbox_dn_3: 0.1644 (0.1622)  loss_bbox_dn_4: 0.1621 (0.1608)  loss_bbox_dn_5: 0.1621 (0.1608)  loss_giou: 0.4109 (0.4712)  loss_giou_aux_0: 0.4407 (0.4942)  loss_giou_aux_1: 0.4267 (0.4812)  loss_giou_aux_2: 0.4254 (0.4761)  loss_giou_aux_3: 0.4164 (0.4726)  loss_giou_aux_4: 0.4160 (0.4713)  loss_giou_aux_5: 0.5081 (0.5585)  loss_giou_dn_0: 0.5414 (0.5715)  loss_giou_dn_1: 0.4304 (0.4637)  loss_giou_dn_2: 0.4095 (0.4327)  loss_giou_dn_3: 0.4028 (0.4245)  loss_giou_dn_4: 0.3996 (0.4224)  loss_giou_dn_5: 0.3995 (0.4226)  loss_vfl: 0.6870 (0.6632)  loss_vfl_aux_0: 0.7698 (0.7607)  loss_vfl_aux_1: 0.7377 (0.7156)  loss_vfl_aux_2: 0.7217 (0.6880)  loss_vfl_aux_3: 0.7036 (0.6743)  loss_vfl_aux_4: 0.6879 (0.6670)  loss_vfl_aux_5: 0.7511 (0.7455)  loss_vfl_dn_0: 0.4508 (0.4481)  loss_vfl_dn_1: 0.3805 (0.3826)  loss_vfl_dn_2: 0.3676 (0.3671)  loss_vfl_dn_3: 0.3605 (0.3598)  loss_vfl_dn_4: 0.3559 (0.3574)  loss_vfl_dn_5: 0.3544 (0.3566)  time: 0.4678  data: 0.0134  max mem: 5654
Epoch: [53]  [3400/7393]  eta: 0:32:23  lr: 0.000010  loss: 15.1640 (15.5522)  loss_bbox: 0.1435 (0.1494)  loss_bbox_aux_0: 0.1577 (0.1618)  loss_bbox_aux_1: 0.1599 (0.1543)  loss_bbox_aux_2: 0.1499 (0.1516)  loss_bbox_aux_3: 0.1498 (0.1498)  loss_bbox_aux_4: 0.1458 (0.1493)  loss_bbox_aux_5: 0.1984 (0.1976)  loss_bbox_dn_0: 0.2605 (0.2571)  loss_bbox_dn_1: 0.1833 (0.1879)  loss_bbox_dn_2: 0.1656 (0.1680)  loss_bbox_dn_3: 0.1600 (0.1622)  loss_bbox_dn_4: 0.1620 (0.1608)  loss_bbox_dn_5: 0.1620 (0.1608)  loss_giou: 0.4275 (0.4706)  loss_giou_aux_0: 0.4480 (0.4937)  loss_giou_aux_1: 0.4527 (0.4806)  loss_giou_aux_2: 0.4262 (0.4755)  loss_giou_aux_3: 0.4282 (0.4720)  loss_giou_aux_4: 0.4276 (0.4707)  loss_giou_aux_5: 0.5172 (0.5578)  loss_giou_dn_0: 0.5510 (0.5710)  loss_giou_dn_1: 0.4348 (0.4632)  loss_giou_dn_2: 0.4009 (0.4323)  loss_giou_dn_3: 0.3924 (0.4240)  loss_giou_dn_4: 0.3910 (0.4219)  loss_giou_dn_5: 0.3921 (0.4221)  loss_vfl: 0.6637 (0.6633)  loss_vfl_aux_0: 0.7734 (0.7609)  loss_vfl_aux_1: 0.7244 (0.7157)  loss_vfl_aux_2: 0.6740 (0.6880)  loss_vfl_aux_3: 0.6776 (0.6744)  loss_vfl_aux_4: 0.6701 (0.6670)  loss_vfl_aux_5: 0.7594 (0.7458)  loss_vfl_dn_0: 0.4480 (0.4481)  loss_vfl_dn_1: 0.3873 (0.3826)  loss_vfl_dn_2: 0.3688 (0.3671)  loss_vfl_dn_3: 0.3630 (0.3598)  loss_vfl_dn_4: 0.3609 (0.3573)  loss_vfl_dn_5: 0.3605 (0.3566)  time: 0.4731  data: 0.0135  max mem: 5654
Epoch: [53]  [3500/7393]  eta: 0:31:40  lr: 0.000010  loss: 15.3558 (15.5430)  loss_bbox: 0.1542 (0.1494)  loss_bbox_aux_0: 0.1623 (0.1618)  loss_bbox_aux_1: 0.1609 (0.1543)  loss_bbox_aux_2: 0.1594 (0.1516)  loss_bbox_aux_3: 0.1607 (0.1498)  loss_bbox_aux_4: 0.1555 (0.1493)  loss_bbox_aux_5: 0.2076 (0.1975)  loss_bbox_dn_0: 0.2544 (0.2571)  loss_bbox_dn_1: 0.1794 (0.1879)  loss_bbox_dn_2: 0.1532 (0.1679)  loss_bbox_dn_3: 0.1536 (0.1621)  loss_bbox_dn_4: 0.1520 (0.1607)  loss_bbox_dn_5: 0.1519 (0.1607)  loss_giou: 0.4280 (0.4699)  loss_giou_aux_0: 0.4554 (0.4930)  loss_giou_aux_1: 0.4407 (0.4800)  loss_giou_aux_2: 0.4279 (0.4748)  loss_giou_aux_3: 0.4285 (0.4713)  loss_giou_aux_4: 0.4275 (0.4700)  loss_giou_aux_5: 0.5158 (0.5571)  loss_giou_dn_0: 0.5352 (0.5706)  loss_giou_dn_1: 0.4255 (0.4628)  loss_giou_dn_2: 0.3997 (0.4318)  loss_giou_dn_3: 0.3904 (0.4236)  loss_giou_dn_4: 0.3882 (0.4215)  loss_giou_dn_5: 0.3884 (0.4217)  loss_vfl: 0.6249 (0.6630)  loss_vfl_aux_0: 0.7467 (0.7608)  loss_vfl_aux_1: 0.6568 (0.7153)  loss_vfl_aux_2: 0.6358 (0.6877)  loss_vfl_aux_3: 0.6370 (0.6741)  loss_vfl_aux_4: 0.6202 (0.6668)  loss_vfl_aux_5: 0.7198 (0.7459)  loss_vfl_dn_0: 0.4443 (0.4481)  loss_vfl_dn_1: 0.3805 (0.3826)  loss_vfl_dn_2: 0.3640 (0.3670)  loss_vfl_dn_3: 0.3584 (0.3597)  loss_vfl_dn_4: 0.3573 (0.3572)  loss_vfl_dn_5: 0.3560 (0.3565)  time: 0.4690  data: 0.0135  max mem: 5654
Epoch: [53]  [3600/7393]  eta: 0:30:49  lr: 0.000010  loss: 15.3910 (15.5444)  loss_bbox: 0.1592 (0.1495)  loss_bbox_aux_0: 0.1574 (0.1619)  loss_bbox_aux_1: 0.1511 (0.1544)  loss_bbox_aux_2: 0.1562 (0.1517)  loss_bbox_aux_3: 0.1615 (0.1499)  loss_bbox_aux_4: 0.1611 (0.1495)  loss_bbox_aux_5: 0.1918 (0.1976)  loss_bbox_dn_0: 0.2514 (0.2572)  loss_bbox_dn_1: 0.1815 (0.1879)  loss_bbox_dn_2: 0.1606 (0.1680)  loss_bbox_dn_3: 0.1565 (0.1622)  loss_bbox_dn_4: 0.1548 (0.1608)  loss_bbox_dn_5: 0.1548 (0.1608)  loss_giou: 0.4221 (0.4698)  loss_giou_aux_0: 0.4477 (0.4929)  loss_giou_aux_1: 0.4478 (0.4799)  loss_giou_aux_2: 0.4212 (0.4748)  loss_giou_aux_3: 0.4269 (0.4712)  loss_giou_aux_4: 0.4257 (0.4700)  loss_giou_aux_5: 0.5440 (0.5570)  loss_giou_dn_0: 0.5505 (0.5705)  loss_giou_dn_1: 0.4491 (0.4626)  loss_giou_dn_2: 0.4214 (0.4317)  loss_giou_dn_3: 0.4165 (0.4234)  loss_giou_dn_4: 0.4142 (0.4213)  loss_giou_dn_5: 0.4146 (0.4215)  loss_vfl: 0.6742 (0.6632)  loss_vfl_aux_0: 0.7693 (0.7610)  loss_vfl_aux_1: 0.7273 (0.7157)  loss_vfl_aux_2: 0.6906 (0.6878)  loss_vfl_aux_3: 0.6896 (0.6743)  loss_vfl_aux_4: 0.6752 (0.6669)  loss_vfl_aux_5: 0.7467 (0.7461)  loss_vfl_dn_0: 0.4528 (0.4482)  loss_vfl_dn_1: 0.3868 (0.3826)  loss_vfl_dn_2: 0.3730 (0.3670)  loss_vfl_dn_3: 0.3658 (0.3597)  loss_vfl_dn_4: 0.3633 (0.3572)  loss_vfl_dn_5: 0.3628 (0.3565)  time: 0.4719  data: 0.0133  max mem: 5654
Epoch: [53]  [3700/7393]  eta: 0:29:59  lr: 0.000010  loss: 15.4144 (15.5430)  loss_bbox: 0.1389 (0.1494)  loss_bbox_aux_0: 0.1560 (0.1618)  loss_bbox_aux_1: 0.1410 (0.1543)  loss_bbox_aux_2: 0.1419 (0.1517)  loss_bbox_aux_3: 0.1379 (0.1498)  loss_bbox_aux_4: 0.1388 (0.1494)  loss_bbox_aux_5: 0.1937 (0.1976)  loss_bbox_dn_0: 0.2497 (0.2571)  loss_bbox_dn_1: 0.1782 (0.1878)  loss_bbox_dn_2: 0.1561 (0.1679)  loss_bbox_dn_3: 0.1508 (0.1621)  loss_bbox_dn_4: 0.1495 (0.1607)  loss_bbox_dn_5: 0.1495 (0.1607)  loss_giou: 0.4555 (0.4697)  loss_giou_aux_0: 0.4514 (0.4928)  loss_giou_aux_1: 0.4537 (0.4798)  loss_giou_aux_2: 0.4527 (0.4747)  loss_giou_aux_3: 0.4456 (0.4712)  loss_giou_aux_4: 0.4555 (0.4699)  loss_giou_aux_5: 0.5200 (0.5569)  loss_giou_dn_0: 0.5567 (0.5705)  loss_giou_dn_1: 0.4635 (0.4626)  loss_giou_dn_2: 0.4165 (0.4317)  loss_giou_dn_3: 0.4140 (0.4234)  loss_giou_dn_4: 0.4150 (0.4214)  loss_giou_dn_5: 0.4150 (0.4215)  loss_vfl: 0.6529 (0.6632)  loss_vfl_aux_0: 0.7659 (0.7610)  loss_vfl_aux_1: 0.7323 (0.7159)  loss_vfl_aux_2: 0.6947 (0.6879)  loss_vfl_aux_3: 0.6699 (0.6743)  loss_vfl_aux_4: 0.6736 (0.6669)  loss_vfl_aux_5: 0.7571 (0.7461)  loss_vfl_dn_0: 0.4437 (0.4481)  loss_vfl_dn_1: 0.3854 (0.3826)  loss_vfl_dn_2: 0.3694 (0.3670)  loss_vfl_dn_3: 0.3608 (0.3597)  loss_vfl_dn_4: 0.3583 (0.3573)  loss_vfl_dn_5: 0.3597 (0.3565)  time: 0.4724  data: 0.0138  max mem: 5654
Epoch: [53]  [3800/7393]  eta: 0:29:09  lr: 0.000010  loss: 15.7649 (15.5422)  loss_bbox: 0.1520 (0.1493)  loss_bbox_aux_0: 0.1736 (0.1618)  loss_bbox_aux_1: 0.1635 (0.1543)  loss_bbox_aux_2: 0.1606 (0.1516)  loss_bbox_aux_3: 0.1554 (0.1498)  loss_bbox_aux_4: 0.1567 (0.1494)  loss_bbox_aux_5: 0.2055 (0.1976)  loss_bbox_dn_0: 0.2557 (0.2569)  loss_bbox_dn_1: 0.1919 (0.1876)  loss_bbox_dn_2: 0.1735 (0.1677)  loss_bbox_dn_3: 0.1674 (0.1619)  loss_bbox_dn_4: 0.1650 (0.1605)  loss_bbox_dn_5: 0.1650 (0.1605)  loss_giou: 0.4635 (0.4700)  loss_giou_aux_0: 0.4897 (0.4931)  loss_giou_aux_1: 0.4739 (0.4800)  loss_giou_aux_2: 0.4602 (0.4749)  loss_giou_aux_3: 0.4615 (0.4714)  loss_giou_aux_4: 0.4647 (0.4701)  loss_giou_aux_5: 0.5648 (0.5571)  loss_giou_dn_0: 0.5816 (0.5707)  loss_giou_dn_1: 0.4743 (0.4627)  loss_giou_dn_2: 0.4357 (0.4318)  loss_giou_dn_3: 0.4269 (0.4235)  loss_giou_dn_4: 0.4249 (0.4215)  loss_giou_dn_5: 0.4250 (0.4216)  loss_vfl: 0.6625 (0.6630)  loss_vfl_aux_0: 0.7357 (0.7607)  loss_vfl_aux_1: 0.7086 (0.7158)  loss_vfl_aux_2: 0.6781 (0.6877)  loss_vfl_aux_3: 0.6676 (0.6741)  loss_vfl_aux_4: 0.6675 (0.6667)  loss_vfl_aux_5: 0.7228 (0.7457)  loss_vfl_dn_0: 0.4442 (0.4481)  loss_vfl_dn_1: 0.3914 (0.3826)  loss_vfl_dn_2: 0.3744 (0.3670)  loss_vfl_dn_3: 0.3664 (0.3597)  loss_vfl_dn_4: 0.3623 (0.3572)  loss_vfl_dn_5: 0.3623 (0.3565)  time: 0.4769  data: 0.0139  max mem: 5654
Epoch: [53]  [3900/7393]  eta: 0:28:20  lr: 0.000010  loss: 15.2908 (15.5437)  loss_bbox: 0.1545 (0.1492)  loss_bbox_aux_0: 0.1597 (0.1617)  loss_bbox_aux_1: 0.1496 (0.1542)  loss_bbox_aux_2: 0.1484 (0.1516)  loss_bbox_aux_3: 0.1572 (0.1497)  loss_bbox_aux_4: 0.1554 (0.1493)  loss_bbox_aux_5: 0.1930 (0.1975)  loss_bbox_dn_0: 0.2449 (0.2568)  loss_bbox_dn_1: 0.1785 (0.1875)  loss_bbox_dn_2: 0.1576 (0.1676)  loss_bbox_dn_3: 0.1522 (0.1618)  loss_bbox_dn_4: 0.1512 (0.1604)  loss_bbox_dn_5: 0.1511 (0.1604)  loss_giou: 0.4476 (0.4700)  loss_giou_aux_0: 0.4664 (0.4931)  loss_giou_aux_1: 0.4559 (0.4800)  loss_giou_aux_2: 0.4541 (0.4749)  loss_giou_aux_3: 0.4424 (0.4714)  loss_giou_aux_4: 0.4419 (0.4701)  loss_giou_aux_5: 0.5259 (0.5572)  loss_giou_dn_0: 0.5656 (0.5708)  loss_giou_dn_1: 0.4544 (0.4628)  loss_giou_dn_2: 0.4225 (0.4319)  loss_giou_dn_3: 0.4136 (0.4236)  loss_giou_dn_4: 0.4097 (0.4215)  loss_giou_dn_5: 0.4097 (0.4217)  loss_vfl: 0.6792 (0.6633)  loss_vfl_aux_0: 0.7672 (0.7609)  loss_vfl_aux_1: 0.7330 (0.7160)  loss_vfl_aux_2: 0.6850 (0.6879)  loss_vfl_aux_3: 0.6791 (0.6743)  loss_vfl_aux_4: 0.6749 (0.6670)  loss_vfl_aux_5: 0.7782 (0.7458)  loss_vfl_dn_0: 0.4472 (0.4481)  loss_vfl_dn_1: 0.3802 (0.3827)  loss_vfl_dn_2: 0.3632 (0.3671)  loss_vfl_dn_3: 0.3584 (0.3598)  loss_vfl_dn_4: 0.3543 (0.3573)  loss_vfl_dn_5: 0.3521 (0.3566)  time: 0.4893  data: 0.0140  max mem: 5654
Epoch: [53]  [4000/7393]  eta: 0:27:32  lr: 0.000010  loss: 15.4185 (15.5402)  loss_bbox: 0.1304 (0.1491)  loss_bbox_aux_0: 0.1493 (0.1616)  loss_bbox_aux_1: 0.1364 (0.1541)  loss_bbox_aux_2: 0.1316 (0.1514)  loss_bbox_aux_3: 0.1306 (0.1496)  loss_bbox_aux_4: 0.1307 (0.1492)  loss_bbox_aux_5: 0.1872 (0.1974)  loss_bbox_dn_0: 0.2563 (0.2568)  loss_bbox_dn_1: 0.1748 (0.1875)  loss_bbox_dn_2: 0.1563 (0.1676)  loss_bbox_dn_3: 0.1502 (0.1618)  loss_bbox_dn_4: 0.1490 (0.1604)  loss_bbox_dn_5: 0.1490 (0.1604)  loss_giou: 0.4270 (0.4696)  loss_giou_aux_0: 0.4696 (0.4927)  loss_giou_aux_1: 0.4448 (0.4795)  loss_giou_aux_2: 0.4372 (0.4744)  loss_giou_aux_3: 0.4311 (0.4710)  loss_giou_aux_4: 0.4298 (0.4697)  loss_giou_aux_5: 0.5333 (0.5567)  loss_giou_dn_0: 0.5694 (0.5706)  loss_giou_dn_1: 0.4710 (0.4627)  loss_giou_dn_2: 0.4291 (0.4317)  loss_giou_dn_3: 0.4178 (0.4234)  loss_giou_dn_4: 0.4155 (0.4213)  loss_giou_dn_5: 0.4155 (0.4215)  loss_vfl: 0.6598 (0.6636)  loss_vfl_aux_0: 0.7779 (0.7612)  loss_vfl_aux_1: 0.7316 (0.7163)  loss_vfl_aux_2: 0.7007 (0.6882)  loss_vfl_aux_3: 0.6943 (0.6746)  loss_vfl_aux_4: 0.6577 (0.6672)  loss_vfl_aux_5: 0.7691 (0.7460)  loss_vfl_dn_0: 0.4546 (0.4481)  loss_vfl_dn_1: 0.3861 (0.3827)  loss_vfl_dn_2: 0.3691 (0.3671)  loss_vfl_dn_3: 0.3612 (0.3598)  loss_vfl_dn_4: 0.3591 (0.3573)  loss_vfl_dn_5: 0.3596 (0.3565)  time: 0.4756  data: 0.0142  max mem: 5654
Epoch: [53]  [4100/7393]  eta: 0:26:42  lr: 0.000010  loss: 15.0892 (15.5377)  loss_bbox: 0.1469 (0.1490)  loss_bbox_aux_0: 0.1539 (0.1615)  loss_bbox_aux_1: 0.1511 (0.1540)  loss_bbox_aux_2: 0.1497 (0.1514)  loss_bbox_aux_3: 0.1477 (0.1495)  loss_bbox_aux_4: 0.1459 (0.1491)  loss_bbox_aux_5: 0.1995 (0.1974)  loss_bbox_dn_0: 0.2451 (0.2568)  loss_bbox_dn_1: 0.1636 (0.1876)  loss_bbox_dn_2: 0.1477 (0.1676)  loss_bbox_dn_3: 0.1408 (0.1618)  loss_bbox_dn_4: 0.1404 (0.1605)  loss_bbox_dn_5: 0.1404 (0.1605)  loss_giou: 0.4470 (0.4692)  loss_giou_aux_0: 0.4645 (0.4924)  loss_giou_aux_1: 0.4499 (0.4792)  loss_giou_aux_2: 0.4524 (0.4741)  loss_giou_aux_3: 0.4571 (0.4706)  loss_giou_aux_4: 0.4542 (0.4693)  loss_giou_aux_5: 0.5150 (0.5565)  loss_giou_dn_0: 0.5434 (0.5703)  loss_giou_dn_1: 0.4342 (0.4624)  loss_giou_dn_2: 0.4051 (0.4315)  loss_giou_dn_3: 0.3929 (0.4232)  loss_giou_dn_4: 0.3909 (0.4212)  loss_giou_dn_5: 0.3918 (0.4213)  loss_vfl: 0.6626 (0.6638)  loss_vfl_aux_0: 0.7596 (0.7612)  loss_vfl_aux_1: 0.7212 (0.7166)  loss_vfl_aux_2: 0.6716 (0.6884)  loss_vfl_aux_3: 0.6693 (0.6748)  loss_vfl_aux_4: 0.6687 (0.6674)  loss_vfl_aux_5: 0.7550 (0.7461)  loss_vfl_dn_0: 0.4529 (0.4482)  loss_vfl_dn_1: 0.3857 (0.3826)  loss_vfl_dn_2: 0.3687 (0.3670)  loss_vfl_dn_3: 0.3602 (0.3597)  loss_vfl_dn_4: 0.3607 (0.3572)  loss_vfl_dn_5: 0.3616 (0.3565)  time: 0.4751  data: 0.0138  max mem: 5654
Epoch: [53]  [4200/7393]  eta: 0:25:53  lr: 0.000010  loss: 15.8569 (15.5398)  loss_bbox: 0.1318 (0.1490)  loss_bbox_aux_0: 0.1526 (0.1615)  loss_bbox_aux_1: 0.1491 (0.1540)  loss_bbox_aux_2: 0.1409 (0.1514)  loss_bbox_aux_3: 0.1373 (0.1495)  loss_bbox_aux_4: 0.1320 (0.1490)  loss_bbox_aux_5: 0.1950 (0.1974)  loss_bbox_dn_0: 0.2290 (0.2566)  loss_bbox_dn_1: 0.1644 (0.1874)  loss_bbox_dn_2: 0.1501 (0.1674)  loss_bbox_dn_3: 0.1458 (0.1616)  loss_bbox_dn_4: 0.1449 (0.1603)  loss_bbox_dn_5: 0.1449 (0.1603)  loss_giou: 0.4750 (0.4699)  loss_giou_aux_0: 0.4941 (0.4932)  loss_giou_aux_1: 0.4714 (0.4799)  loss_giou_aux_2: 0.4608 (0.4748)  loss_giou_aux_3: 0.4651 (0.4713)  loss_giou_aux_4: 0.4665 (0.4700)  loss_giou_aux_5: 0.5572 (0.5572)  loss_giou_dn_0: 0.5865 (0.5707)  loss_giou_dn_1: 0.4862 (0.4628)  loss_giou_dn_2: 0.4588 (0.4319)  loss_giou_dn_3: 0.4497 (0.4236)  loss_giou_dn_4: 0.4474 (0.4215)  loss_giou_dn_5: 0.4473 (0.4217)  loss_vfl: 0.6394 (0.6632)  loss_vfl_aux_0: 0.7297 (0.7605)  loss_vfl_aux_1: 0.6810 (0.7160)  loss_vfl_aux_2: 0.6769 (0.6878)  loss_vfl_aux_3: 0.6568 (0.6743)  loss_vfl_aux_4: 0.6464 (0.6669)  loss_vfl_aux_5: 0.7413 (0.7456)  loss_vfl_dn_0: 0.4495 (0.4481)  loss_vfl_dn_1: 0.3812 (0.3827)  loss_vfl_dn_2: 0.3687 (0.3671)  loss_vfl_dn_3: 0.3616 (0.3598)  loss_vfl_dn_4: 0.3587 (0.3573)  loss_vfl_dn_5: 0.3581 (0.3566)  time: 0.4828  data: 0.0144  max mem: 5654
Epoch: [53]  [4300/7393]  eta: 0:25:05  lr: 0.000010  loss: 15.8533 (15.5403)  loss_bbox: 0.1376 (0.1490)  loss_bbox_aux_0: 0.1530 (0.1616)  loss_bbox_aux_1: 0.1380 (0.1540)  loss_bbox_aux_2: 0.1388 (0.1514)  loss_bbox_aux_3: 0.1382 (0.1495)  loss_bbox_aux_4: 0.1362 (0.1490)  loss_bbox_aux_5: 0.1826 (0.1975)  loss_bbox_dn_0: 0.2175 (0.2565)  loss_bbox_dn_1: 0.1613 (0.1873)  loss_bbox_dn_2: 0.1416 (0.1674)  loss_bbox_dn_3: 0.1373 (0.1616)  loss_bbox_dn_4: 0.1351 (0.1602)  loss_bbox_dn_5: 0.1351 (0.1602)  loss_giou: 0.4624 (0.4699)  loss_giou_aux_0: 0.4970 (0.4932)  loss_giou_aux_1: 0.4875 (0.4798)  loss_giou_aux_2: 0.4736 (0.4748)  loss_giou_aux_3: 0.4596 (0.4713)  loss_giou_aux_4: 0.4618 (0.4700)  loss_giou_aux_5: 0.5508 (0.5571)  loss_giou_dn_0: 0.5767 (0.5707)  loss_giou_dn_1: 0.4726 (0.4628)  loss_giou_dn_2: 0.4334 (0.4319)  loss_giou_dn_3: 0.4311 (0.4236)  loss_giou_dn_4: 0.4315 (0.4215)  loss_giou_dn_5: 0.4315 (0.4217)  loss_vfl: 0.6655 (0.6633)  loss_vfl_aux_0: 0.7597 (0.7605)  loss_vfl_aux_1: 0.7396 (0.7161)  loss_vfl_aux_2: 0.7004 (0.6879)  loss_vfl_aux_3: 0.6821 (0.6744)  loss_vfl_aux_4: 0.6752 (0.6671)  loss_vfl_aux_5: 0.7479 (0.7457)  loss_vfl_dn_0: 0.4494 (0.4481)  loss_vfl_dn_1: 0.3896 (0.3827)  loss_vfl_dn_2: 0.3778 (0.3671)  loss_vfl_dn_3: 0.3726 (0.3598)  loss_vfl_dn_4: 0.3663 (0.3573)  loss_vfl_dn_5: 0.3672 (0.3566)  time: 0.4988  data: 0.0141  max mem: 5654
Epoch: [53]  [4400/7393]  eta: 0:24:20  lr: 0.000010  loss: 15.2058 (15.5387)  loss_bbox: 0.1451 (0.1491)  loss_bbox_aux_0: 0.1575 (0.1616)  loss_bbox_aux_1: 0.1474 (0.1540)  loss_bbox_aux_2: 0.1496 (0.1514)  loss_bbox_aux_3: 0.1472 (0.1496)  loss_bbox_aux_4: 0.1474 (0.1491)  loss_bbox_aux_5: 0.1865 (0.1975)  loss_bbox_dn_0: 0.2570 (0.2567)  loss_bbox_dn_1: 0.1894 (0.1875)  loss_bbox_dn_2: 0.1717 (0.1675)  loss_bbox_dn_3: 0.1642 (0.1617)  loss_bbox_dn_4: 0.1614 (0.1603)  loss_bbox_dn_5: 0.1613 (0.1604)  loss_giou: 0.4487 (0.4695)  loss_giou_aux_0: 0.4772 (0.4927)  loss_giou_aux_1: 0.4554 (0.4793)  loss_giou_aux_2: 0.4576 (0.4744)  loss_giou_aux_3: 0.4514 (0.4709)  loss_giou_aux_4: 0.4499 (0.4696)  loss_giou_aux_5: 0.5298 (0.5567)  loss_giou_dn_0: 0.5615 (0.5705)  loss_giou_dn_1: 0.4414 (0.4626)  loss_giou_dn_2: 0.4171 (0.4316)  loss_giou_dn_3: 0.4104 (0.4233)  loss_giou_dn_4: 0.4069 (0.4213)  loss_giou_dn_5: 0.4067 (0.4214)  loss_vfl: 0.6413 (0.6635)  loss_vfl_aux_0: 0.7554 (0.7608)  loss_vfl_aux_1: 0.7141 (0.7164)  loss_vfl_aux_2: 0.6654 (0.6880)  loss_vfl_aux_3: 0.6494 (0.6745)  loss_vfl_aux_4: 0.6495 (0.6673)  loss_vfl_aux_5: 0.7422 (0.7462)  loss_vfl_dn_0: 0.4547 (0.4482)  loss_vfl_dn_1: 0.3843 (0.3827)  loss_vfl_dn_2: 0.3665 (0.3671)  loss_vfl_dn_3: 0.3596 (0.3598)  loss_vfl_dn_4: 0.3562 (0.3573)  loss_vfl_dn_5: 0.3556 (0.3566)  time: 0.7785  data: 0.0141  max mem: 5654
Epoch: [53]  [4500/7393]  eta: 0:23:30  lr: 0.000010  loss: 15.5182 (15.5403)  loss_bbox: 0.1581 (0.1492)  loss_bbox_aux_0: 0.1643 (0.1617)  loss_bbox_aux_1: 0.1646 (0.1541)  loss_bbox_aux_2: 0.1527 (0.1516)  loss_bbox_aux_3: 0.1573 (0.1497)  loss_bbox_aux_4: 0.1581 (0.1492)  loss_bbox_aux_5: 0.1962 (0.1976)  loss_bbox_dn_0: 0.2627 (0.2569)  loss_bbox_dn_1: 0.1985 (0.1876)  loss_bbox_dn_2: 0.1828 (0.1677)  loss_bbox_dn_3: 0.1792 (0.1619)  loss_bbox_dn_4: 0.1759 (0.1605)  loss_bbox_dn_5: 0.1759 (0.1605)  loss_giou: 0.4549 (0.4695)  loss_giou_aux_0: 0.4910 (0.4928)  loss_giou_aux_1: 0.4741 (0.4794)  loss_giou_aux_2: 0.4698 (0.4744)  loss_giou_aux_3: 0.4582 (0.4710)  loss_giou_aux_4: 0.4585 (0.4696)  loss_giou_aux_5: 0.5683 (0.5567)  loss_giou_dn_0: 0.5764 (0.5706)  loss_giou_dn_1: 0.4553 (0.4627)  loss_giou_dn_2: 0.4335 (0.4318)  loss_giou_dn_3: 0.4245 (0.4235)  loss_giou_dn_4: 0.4229 (0.4214)  loss_giou_dn_5: 0.4231 (0.4216)  loss_vfl: 0.6301 (0.6634)  loss_vfl_aux_0: 0.7206 (0.7606)  loss_vfl_aux_1: 0.7019 (0.7162)  loss_vfl_aux_2: 0.6623 (0.6879)  loss_vfl_aux_3: 0.6382 (0.6743)  loss_vfl_aux_4: 0.6375 (0.6671)  loss_vfl_aux_5: 0.6866 (0.7459)  loss_vfl_dn_0: 0.4377 (0.4481)  loss_vfl_dn_1: 0.3750 (0.3827)  loss_vfl_dn_2: 0.3614 (0.3671)  loss_vfl_dn_3: 0.3537 (0.3598)  loss_vfl_dn_4: 0.3514 (0.3573)  loss_vfl_dn_5: 0.3511 (0.3566)  time: 0.4849  data: 0.0139  max mem: 5654
Epoch: [53]  [4600/7393]  eta: 0:22:41  lr: 0.000010  loss: 15.3953 (15.5425)  loss_bbox: 0.1460 (0.1493)  loss_bbox_aux_0: 0.1540 (0.1619)  loss_bbox_aux_1: 0.1499 (0.1542)  loss_bbox_aux_2: 0.1533 (0.1517)  loss_bbox_aux_3: 0.1533 (0.1498)  loss_bbox_aux_4: 0.1479 (0.1493)  loss_bbox_aux_5: 0.1976 (0.1977)  loss_bbox_dn_0: 0.2475 (0.2570)  loss_bbox_dn_1: 0.1715 (0.1877)  loss_bbox_dn_2: 0.1517 (0.1677)  loss_bbox_dn_3: 0.1484 (0.1619)  loss_bbox_dn_4: 0.1488 (0.1605)  loss_bbox_dn_5: 0.1488 (0.1606)  loss_giou: 0.4159 (0.4695)  loss_giou_aux_0: 0.4417 (0.4929)  loss_giou_aux_1: 0.4157 (0.4794)  loss_giou_aux_2: 0.4077 (0.4744)  loss_giou_aux_3: 0.4235 (0.4710)  loss_giou_aux_4: 0.4154 (0.4696)  loss_giou_aux_5: 0.5060 (0.5567)  loss_giou_dn_0: 0.5398 (0.5706)  loss_giou_dn_1: 0.4238 (0.4627)  loss_giou_dn_2: 0.3876 (0.4318)  loss_giou_dn_3: 0.3842 (0.4235)  loss_giou_dn_4: 0.3784 (0.4214)  loss_giou_dn_5: 0.3789 (0.4216)  loss_vfl: 0.6822 (0.6635)  loss_vfl_aux_0: 0.7573 (0.7606)  loss_vfl_aux_1: 0.7372 (0.7163)  loss_vfl_aux_2: 0.7073 (0.6881)  loss_vfl_aux_3: 0.6913 (0.6745)  loss_vfl_aux_4: 0.6806 (0.6673)  loss_vfl_aux_5: 0.7650 (0.7460)  loss_vfl_dn_0: 0.4548 (0.4481)  loss_vfl_dn_1: 0.3843 (0.3827)  loss_vfl_dn_2: 0.3650 (0.3671)  loss_vfl_dn_3: 0.3599 (0.3598)  loss_vfl_dn_4: 0.3567 (0.3573)  loss_vfl_dn_5: 0.3564 (0.3566)  time: 0.4874  data: 0.0141  max mem: 5654
Epoch: [53]  [4700/7393]  eta: 0:21:53  lr: 0.000010  loss: 15.5714 (15.5447)  loss_bbox: 0.1661 (0.1494)  loss_bbox_aux_0: 0.1689 (0.1620)  loss_bbox_aux_1: 0.1642 (0.1544)  loss_bbox_aux_2: 0.1658 (0.1518)  loss_bbox_aux_3: 0.1618 (0.1500)  loss_bbox_aux_4: 0.1671 (0.1494)  loss_bbox_aux_5: 0.2027 (0.1979)  loss_bbox_dn_0: 0.2969 (0.2573)  loss_bbox_dn_1: 0.2240 (0.1879)  loss_bbox_dn_2: 0.2041 (0.1679)  loss_bbox_dn_3: 0.1952 (0.1621)  loss_bbox_dn_4: 0.1914 (0.1608)  loss_bbox_dn_5: 0.1915 (0.1608)  loss_giou: 0.4147 (0.4694)  loss_giou_aux_0: 0.4407 (0.4928)  loss_giou_aux_1: 0.4243 (0.4793)  loss_giou_aux_2: 0.4227 (0.4743)  loss_giou_aux_3: 0.4165 (0.4709)  loss_giou_aux_4: 0.4147 (0.4695)  loss_giou_aux_5: 0.4910 (0.5565)  loss_giou_dn_0: 0.5556 (0.5706)  loss_giou_dn_1: 0.4444 (0.4627)  loss_giou_dn_2: 0.4035 (0.4318)  loss_giou_dn_3: 0.3966 (0.4235)  loss_giou_dn_4: 0.3923 (0.4214)  loss_giou_dn_5: 0.3924 (0.4216)  loss_vfl: 0.6763 (0.6636)  loss_vfl_aux_0: 0.7794 (0.7608)  loss_vfl_aux_1: 0.7240 (0.7165)  loss_vfl_aux_2: 0.6978 (0.6881)  loss_vfl_aux_3: 0.6979 (0.6745)  loss_vfl_aux_4: 0.6739 (0.6674)  loss_vfl_aux_5: 0.7553 (0.7462)  loss_vfl_dn_0: 0.4527 (0.4481)  loss_vfl_dn_1: 0.3816 (0.3827)  loss_vfl_dn_2: 0.3641 (0.3671)  loss_vfl_dn_3: 0.3565 (0.3598)  loss_vfl_dn_4: 0.3508 (0.3573)  loss_vfl_dn_5: 0.3506 (0.3566)  time: 0.4860  data: 0.0143  max mem: 5654
Epoch: [53]  [4800/7393]  eta: 0:21:07  lr: 0.000010  loss: 16.0851 (15.5491)  loss_bbox: 0.1503 (0.1495)  loss_bbox_aux_0: 0.1663 (0.1621)  loss_bbox_aux_1: 0.1536 (0.1545)  loss_bbox_aux_2: 0.1553 (0.1518)  loss_bbox_aux_3: 0.1534 (0.1501)  loss_bbox_aux_4: 0.1455 (0.1495)  loss_bbox_aux_5: 0.1928 (0.1979)  loss_bbox_dn_0: 0.2454 (0.2574)  loss_bbox_dn_1: 0.1773 (0.1880)  loss_bbox_dn_2: 0.1638 (0.1680)  loss_bbox_dn_3: 0.1598 (0.1622)  loss_bbox_dn_4: 0.1578 (0.1608)  loss_bbox_dn_5: 0.1578 (0.1608)  loss_giou: 0.4949 (0.4698)  loss_giou_aux_0: 0.5222 (0.4932)  loss_giou_aux_1: 0.5170 (0.4798)  loss_giou_aux_2: 0.5060 (0.4747)  loss_giou_aux_3: 0.4982 (0.4713)  loss_giou_aux_4: 0.4996 (0.4699)  loss_giou_aux_5: 0.5985 (0.5570)  loss_giou_dn_0: 0.5765 (0.5709)  loss_giou_dn_1: 0.4669 (0.4630)  loss_giou_dn_2: 0.4317 (0.4321)  loss_giou_dn_3: 0.4240 (0.4237)  loss_giou_dn_4: 0.4211 (0.4217)  loss_giou_dn_5: 0.4211 (0.4219)  loss_vfl: 0.6296 (0.6634)  loss_vfl_aux_0: 0.7260 (0.7606)  loss_vfl_aux_1: 0.6754 (0.7162)  loss_vfl_aux_2: 0.6526 (0.6880)  loss_vfl_aux_3: 0.6406 (0.6743)  loss_vfl_aux_4: 0.6356 (0.6672)  loss_vfl_aux_5: 0.7040 (0.7460)  loss_vfl_dn_0: 0.4422 (0.4481)  loss_vfl_dn_1: 0.3856 (0.3827)  loss_vfl_dn_2: 0.3710 (0.3671)  loss_vfl_dn_3: 0.3616 (0.3598)  loss_vfl_dn_4: 0.3613 (0.3573)  loss_vfl_dn_5: 0.3610 (0.3566)  time: 0.7575  data: 0.0140  max mem: 5654
Epoch: [53]  [4900/7393]  eta: 0:20:18  lr: 0.000010  loss: 15.4361 (15.5514)  loss_bbox: 0.1450 (0.1495)  loss_bbox_aux_0: 0.1461 (0.1621)  loss_bbox_aux_1: 0.1482 (0.1545)  loss_bbox_aux_2: 0.1434 (0.1519)  loss_bbox_aux_3: 0.1454 (0.1501)  loss_bbox_aux_4: 0.1449 (0.1495)  loss_bbox_aux_5: 0.1843 (0.1980)  loss_bbox_dn_0: 0.2596 (0.2574)  loss_bbox_dn_1: 0.1813 (0.1881)  loss_bbox_dn_2: 0.1614 (0.1680)  loss_bbox_dn_3: 0.1560 (0.1622)  loss_bbox_dn_4: 0.1568 (0.1609)  loss_bbox_dn_5: 0.1568 (0.1609)  loss_giou: 0.4597 (0.4698)  loss_giou_aux_0: 0.4840 (0.4933)  loss_giou_aux_1: 0.4652 (0.4798)  loss_giou_aux_2: 0.4764 (0.4748)  loss_giou_aux_3: 0.4517 (0.4713)  loss_giou_aux_4: 0.4595 (0.4699)  loss_giou_aux_5: 0.5437 (0.5570)  loss_giou_dn_0: 0.5530 (0.5709)  loss_giou_dn_1: 0.4378 (0.4630)  loss_giou_dn_2: 0.3965 (0.4320)  loss_giou_dn_3: 0.3909 (0.4237)  loss_giou_dn_4: 0.3918 (0.4217)  loss_giou_dn_5: 0.3919 (0.4218)  loss_vfl: 0.6637 (0.6636)  loss_vfl_aux_0: 0.7501 (0.7609)  loss_vfl_aux_1: 0.7138 (0.7164)  loss_vfl_aux_2: 0.6739 (0.6881)  loss_vfl_aux_3: 0.6720 (0.6746)  loss_vfl_aux_4: 0.6700 (0.6673)  loss_vfl_aux_5: 0.7356 (0.7463)  loss_vfl_dn_0: 0.4400 (0.4481)  loss_vfl_dn_1: 0.3703 (0.3827)  loss_vfl_dn_2: 0.3597 (0.3671)  loss_vfl_dn_3: 0.3538 (0.3599)  loss_vfl_dn_4: 0.3513 (0.3573)  loss_vfl_dn_5: 0.3503 (0.3566)  time: 0.4780  data: 0.0140  max mem: 5654
Epoch: [53]  [5000/7393]  eta: 0:19:28  lr: 0.000010  loss: 15.4300 (15.5491)  loss_bbox: 0.1503 (0.1495)  loss_bbox_aux_0: 0.1639 (0.1621)  loss_bbox_aux_1: 0.1518 (0.1545)  loss_bbox_aux_2: 0.1538 (0.1519)  loss_bbox_aux_3: 0.1382 (0.1501)  loss_bbox_aux_4: 0.1422 (0.1495)  loss_bbox_aux_5: 0.1937 (0.1980)  loss_bbox_dn_0: 0.2346 (0.2575)  loss_bbox_dn_1: 0.1583 (0.1881)  loss_bbox_dn_2: 0.1369 (0.1681)  loss_bbox_dn_3: 0.1333 (0.1623)  loss_bbox_dn_4: 0.1333 (0.1609)  loss_bbox_dn_5: 0.1333 (0.1609)  loss_giou: 0.4360 (0.4694)  loss_giou_aux_0: 0.4816 (0.4928)  loss_giou_aux_1: 0.4667 (0.4794)  loss_giou_aux_2: 0.4593 (0.4744)  loss_giou_aux_3: 0.4412 (0.4709)  loss_giou_aux_4: 0.4425 (0.4695)  loss_giou_aux_5: 0.5246 (0.5566)  loss_giou_dn_0: 0.5448 (0.5706)  loss_giou_dn_1: 0.4497 (0.4627)  loss_giou_dn_2: 0.4217 (0.4318)  loss_giou_dn_3: 0.4107 (0.4235)  loss_giou_dn_4: 0.4077 (0.4214)  loss_giou_dn_5: 0.4076 (0.4216)  loss_vfl: 0.6590 (0.6639)  loss_vfl_aux_0: 0.7508 (0.7612)  loss_vfl_aux_1: 0.7195 (0.7167)  loss_vfl_aux_2: 0.6754 (0.6883)  loss_vfl_aux_3: 0.6783 (0.6749)  loss_vfl_aux_4: 0.6570 (0.6677)  loss_vfl_aux_5: 0.7400 (0.7466)  loss_vfl_dn_0: 0.4407 (0.4480)  loss_vfl_dn_1: 0.3764 (0.3827)  loss_vfl_dn_2: 0.3633 (0.3671)  loss_vfl_dn_3: 0.3575 (0.3598)  loss_vfl_dn_4: 0.3527 (0.3573)  loss_vfl_dn_5: 0.3517 (0.3566)  time: 0.4756  data: 0.0145  max mem: 5654
Epoch: [53]  [5100/7393]  eta: 0:18:39  lr: 0.000010  loss: 14.9268 (15.5476)  loss_bbox: 0.1188 (0.1495)  loss_bbox_aux_0: 0.1340 (0.1621)  loss_bbox_aux_1: 0.1248 (0.1545)  loss_bbox_aux_2: 0.1224 (0.1519)  loss_bbox_aux_3: 0.1252 (0.1500)  loss_bbox_aux_4: 0.1238 (0.1495)  loss_bbox_aux_5: 0.1743 (0.1980)  loss_bbox_dn_0: 0.2485 (0.2576)  loss_bbox_dn_1: 0.1740 (0.1882)  loss_bbox_dn_2: 0.1426 (0.1681)  loss_bbox_dn_3: 0.1346 (0.1623)  loss_bbox_dn_4: 0.1321 (0.1610)  loss_bbox_dn_5: 0.1321 (0.1610)  loss_giou: 0.4527 (0.4693)  loss_giou_aux_0: 0.4886 (0.4927)  loss_giou_aux_1: 0.4611 (0.4793)  loss_giou_aux_2: 0.4705 (0.4743)  loss_giou_aux_3: 0.4568 (0.4707)  loss_giou_aux_4: 0.4523 (0.4694)  loss_giou_aux_5: 0.5548 (0.5565)  loss_giou_dn_0: 0.5477 (0.5705)  loss_giou_dn_1: 0.4332 (0.4626)  loss_giou_dn_2: 0.3927 (0.4317)  loss_giou_dn_3: 0.3826 (0.4234)  loss_giou_dn_4: 0.3811 (0.4213)  loss_giou_dn_5: 0.3812 (0.4215)  loss_vfl: 0.6633 (0.6639)  loss_vfl_aux_0: 0.7495 (0.7613)  loss_vfl_aux_1: 0.7073 (0.7167)  loss_vfl_aux_2: 0.6820 (0.6884)  loss_vfl_aux_3: 0.6732 (0.6750)  loss_vfl_aux_4: 0.6581 (0.6677)  loss_vfl_aux_5: 0.7349 (0.7466)  loss_vfl_dn_0: 0.4474 (0.4480)  loss_vfl_dn_1: 0.3786 (0.3826)  loss_vfl_dn_2: 0.3635 (0.3670)  loss_vfl_dn_3: 0.3551 (0.3598)  loss_vfl_dn_4: 0.3530 (0.3572)  loss_vfl_dn_5: 0.3533 (0.3565)  time: 0.4795  data: 0.0140  max mem: 5654
Epoch: [53]  [5200/7393]  eta: 0:17:50  lr: 0.000010  loss: 15.6724 (15.5486)  loss_bbox: 0.1472 (0.1494)  loss_bbox_aux_0: 0.1717 (0.1621)  loss_bbox_aux_1: 0.1565 (0.1545)  loss_bbox_aux_2: 0.1487 (0.1519)  loss_bbox_aux_3: 0.1473 (0.1499)  loss_bbox_aux_4: 0.1469 (0.1494)  loss_bbox_aux_5: 0.1981 (0.1980)  loss_bbox_dn_0: 0.2394 (0.2575)  loss_bbox_dn_1: 0.1686 (0.1881)  loss_bbox_dn_2: 0.1564 (0.1681)  loss_bbox_dn_3: 0.1467 (0.1623)  loss_bbox_dn_4: 0.1463 (0.1609)  loss_bbox_dn_5: 0.1463 (0.1609)  loss_giou: 0.4713 (0.4692)  loss_giou_aux_0: 0.4956 (0.4927)  loss_giou_aux_1: 0.4759 (0.4792)  loss_giou_aux_2: 0.4684 (0.4743)  loss_giou_aux_3: 0.4713 (0.4707)  loss_giou_aux_4: 0.4722 (0.4693)  loss_giou_aux_5: 0.5602 (0.5565)  loss_giou_dn_0: 0.5649 (0.5706)  loss_giou_dn_1: 0.4732 (0.4627)  loss_giou_dn_2: 0.4452 (0.4318)  loss_giou_dn_3: 0.4390 (0.4235)  loss_giou_dn_4: 0.4372 (0.4214)  loss_giou_dn_5: 0.4373 (0.4216)  loss_vfl: 0.6343 (0.6641)  loss_vfl_aux_0: 0.7328 (0.7614)  loss_vfl_aux_1: 0.6989 (0.7168)  loss_vfl_aux_2: 0.6558 (0.6885)  loss_vfl_aux_3: 0.6481 (0.6752)  loss_vfl_aux_4: 0.6331 (0.6679)  loss_vfl_aux_5: 0.7457 (0.7468)  loss_vfl_dn_0: 0.4524 (0.4480)  loss_vfl_dn_1: 0.3853 (0.3827)  loss_vfl_dn_2: 0.3683 (0.3671)  loss_vfl_dn_3: 0.3603 (0.3598)  loss_vfl_dn_4: 0.3575 (0.3573)  loss_vfl_dn_5: 0.3580 (0.3566)  time: 0.4755  data: 0.0137  max mem: 5654
Epoch: [53]  [5300/7393]  eta: 0:17:01  lr: 0.000010  loss: 15.6109 (15.5496)  loss_bbox: 0.1385 (0.1493)  loss_bbox_aux_0: 0.1532 (0.1620)  loss_bbox_aux_1: 0.1422 (0.1544)  loss_bbox_aux_2: 0.1404 (0.1518)  loss_bbox_aux_3: 0.1383 (0.1499)  loss_bbox_aux_4: 0.1370 (0.1494)  loss_bbox_aux_5: 0.1858 (0.1979)  loss_bbox_dn_0: 0.2371 (0.2574)  loss_bbox_dn_1: 0.1735 (0.1881)  loss_bbox_dn_2: 0.1540 (0.1680)  loss_bbox_dn_3: 0.1446 (0.1622)  loss_bbox_dn_4: 0.1429 (0.1609)  loss_bbox_dn_5: 0.1429 (0.1609)  loss_giou: 0.4726 (0.4692)  loss_giou_aux_0: 0.4655 (0.4927)  loss_giou_aux_1: 0.4534 (0.4792)  loss_giou_aux_2: 0.4668 (0.4742)  loss_giou_aux_3: 0.4680 (0.4707)  loss_giou_aux_4: 0.4728 (0.4693)  loss_giou_aux_5: 0.5230 (0.5565)  loss_giou_dn_0: 0.5579 (0.5705)  loss_giou_dn_1: 0.4510 (0.4627)  loss_giou_dn_2: 0.4230 (0.4317)  loss_giou_dn_3: 0.4169 (0.4234)  loss_giou_dn_4: 0.4161 (0.4214)  loss_giou_dn_5: 0.4166 (0.4216)  loss_vfl: 0.6268 (0.6643)  loss_vfl_aux_0: 0.7238 (0.7618)  loss_vfl_aux_1: 0.6803 (0.7170)  loss_vfl_aux_2: 0.6700 (0.6887)  loss_vfl_aux_3: 0.6355 (0.6754)  loss_vfl_aux_4: 0.6236 (0.6681)  loss_vfl_aux_5: 0.7312 (0.7470)  loss_vfl_dn_0: 0.4505 (0.4481)  loss_vfl_dn_1: 0.3772 (0.3828)  loss_vfl_dn_2: 0.3685 (0.3672)  loss_vfl_dn_3: 0.3598 (0.3599)  loss_vfl_dn_4: 0.3550 (0.3574)  loss_vfl_dn_5: 0.3542 (0.3567)  time: 0.4720  data: 0.0142  max mem: 5654
Epoch: [53]  [5400/7393]  eta: 0:16:12  lr: 0.000010  loss: 15.9973 (15.5488)  loss_bbox: 0.1453 (0.1493)  loss_bbox_aux_0: 0.1530 (0.1619)  loss_bbox_aux_1: 0.1437 (0.1543)  loss_bbox_aux_2: 0.1499 (0.1517)  loss_bbox_aux_3: 0.1460 (0.1498)  loss_bbox_aux_4: 0.1438 (0.1493)  loss_bbox_aux_5: 0.1946 (0.1979)  loss_bbox_dn_0: 0.2537 (0.2574)  loss_bbox_dn_1: 0.1760 (0.1881)  loss_bbox_dn_2: 0.1537 (0.1680)  loss_bbox_dn_3: 0.1469 (0.1622)  loss_bbox_dn_4: 0.1466 (0.1609)  loss_bbox_dn_5: 0.1466 (0.1609)  loss_giou: 0.5224 (0.4691)  loss_giou_aux_0: 0.5459 (0.4925)  loss_giou_aux_1: 0.5336 (0.4790)  loss_giou_aux_2: 0.5323 (0.4741)  loss_giou_aux_3: 0.5276 (0.4705)  loss_giou_aux_4: 0.5233 (0.4692)  loss_giou_aux_5: 0.6075 (0.5563)  loss_giou_dn_0: 0.6319 (0.5704)  loss_giou_dn_1: 0.5130 (0.4626)  loss_giou_dn_2: 0.4813 (0.4316)  loss_giou_dn_3: 0.4756 (0.4233)  loss_giou_dn_4: 0.4720 (0.4213)  loss_giou_dn_5: 0.4719 (0.4215)  loss_vfl: 0.6235 (0.6644)  loss_vfl_aux_0: 0.7081 (0.7622)  loss_vfl_aux_1: 0.6784 (0.7173)  loss_vfl_aux_2: 0.6499 (0.6888)  loss_vfl_aux_3: 0.6353 (0.6756)  loss_vfl_aux_4: 0.6288 (0.6683)  loss_vfl_aux_5: 0.7168 (0.7472)  loss_vfl_dn_0: 0.4526 (0.4481)  loss_vfl_dn_1: 0.3947 (0.3828)  loss_vfl_dn_2: 0.3816 (0.3672)  loss_vfl_dn_3: 0.3697 (0.3599)  loss_vfl_dn_4: 0.3671 (0.3574)  loss_vfl_dn_5: 0.3666 (0.3566)  time: 0.4740  data: 0.0142  max mem: 5654
Epoch: [53]  [5500/7393]  eta: 0:15:25  lr: 0.000010  loss: 15.5219 (15.5476)  loss_bbox: 0.1291 (0.1492)  loss_bbox_aux_0: 0.1370 (0.1618)  loss_bbox_aux_1: 0.1326 (0.1542)  loss_bbox_aux_2: 0.1297 (0.1517)  loss_bbox_aux_3: 0.1304 (0.1498)  loss_bbox_aux_4: 0.1301 (0.1492)  loss_bbox_aux_5: 0.1825 (0.1978)  loss_bbox_dn_0: 0.2485 (0.2575)  loss_bbox_dn_1: 0.1803 (0.1881)  loss_bbox_dn_2: 0.1556 (0.1681)  loss_bbox_dn_3: 0.1505 (0.1623)  loss_bbox_dn_4: 0.1489 (0.1609)  loss_bbox_dn_5: 0.1489 (0.1609)  loss_giou: 0.4478 (0.4688)  loss_giou_aux_0: 0.4695 (0.4922)  loss_giou_aux_1: 0.4495 (0.4787)  loss_giou_aux_2: 0.4581 (0.4738)  loss_giou_aux_3: 0.4475 (0.4702)  loss_giou_aux_4: 0.4463 (0.4689)  loss_giou_aux_5: 0.5186 (0.5560)  loss_giou_dn_0: 0.5776 (0.5704)  loss_giou_dn_1: 0.4609 (0.4624)  loss_giou_dn_2: 0.4254 (0.4315)  loss_giou_dn_3: 0.4156 (0.4232)  loss_giou_dn_4: 0.4117 (0.4212)  loss_giou_dn_5: 0.4124 (0.4214)  loss_vfl: 0.6704 (0.6647)  loss_vfl_aux_0: 0.7554 (0.7624)  loss_vfl_aux_1: 0.7272 (0.7176)  loss_vfl_aux_2: 0.7008 (0.6890)  loss_vfl_aux_3: 0.6828 (0.6757)  loss_vfl_aux_4: 0.6688 (0.6685)  loss_vfl_aux_5: 0.7459 (0.7475)  loss_vfl_dn_0: 0.4505 (0.4482)  loss_vfl_dn_1: 0.3803 (0.3828)  loss_vfl_dn_2: 0.3635 (0.3672)  loss_vfl_dn_3: 0.3585 (0.3599)  loss_vfl_dn_4: 0.3530 (0.3574)  loss_vfl_dn_5: 0.3536 (0.3566)  time: 0.4913  data: 0.0143  max mem: 5654
Epoch: [53]  [5600/7393]  eta: 0:14:36  lr: 0.000010  loss: 15.3535 (15.5467)  loss_bbox: 0.1427 (0.1492)  loss_bbox_aux_0: 0.1535 (0.1619)  loss_bbox_aux_1: 0.1484 (0.1543)  loss_bbox_aux_2: 0.1393 (0.1518)  loss_bbox_aux_3: 0.1439 (0.1498)  loss_bbox_aux_4: 0.1428 (0.1492)  loss_bbox_aux_5: 0.2002 (0.1979)  loss_bbox_dn_0: 0.2634 (0.2577)  loss_bbox_dn_1: 0.1817 (0.1882)  loss_bbox_dn_2: 0.1661 (0.1681)  loss_bbox_dn_3: 0.1595 (0.1624)  loss_bbox_dn_4: 0.1542 (0.1610)  loss_bbox_dn_5: 0.1540 (0.1610)  loss_giou: 0.4388 (0.4686)  loss_giou_aux_0: 0.4575 (0.4920)  loss_giou_aux_1: 0.4469 (0.4785)  loss_giou_aux_2: 0.4435 (0.4737)  loss_giou_aux_3: 0.4400 (0.4701)  loss_giou_aux_4: 0.4402 (0.4687)  loss_giou_aux_5: 0.5188 (0.5559)  loss_giou_dn_0: 0.5504 (0.5703)  loss_giou_dn_1: 0.4463 (0.4623)  loss_giou_dn_2: 0.4129 (0.4314)  loss_giou_dn_3: 0.4079 (0.4231)  loss_giou_dn_4: 0.4054 (0.4211)  loss_giou_dn_5: 0.4054 (0.4213)  loss_vfl: 0.6864 (0.6646)  loss_vfl_aux_0: 0.7556 (0.7623)  loss_vfl_aux_1: 0.7332 (0.7175)  loss_vfl_aux_2: 0.6905 (0.6890)  loss_vfl_aux_3: 0.6817 (0.6757)  loss_vfl_aux_4: 0.6877 (0.6685)  loss_vfl_aux_5: 0.7743 (0.7475)  loss_vfl_dn_0: 0.4450 (0.4482)  loss_vfl_dn_1: 0.3811 (0.3828)  loss_vfl_dn_2: 0.3649 (0.3672)  loss_vfl_dn_3: 0.3587 (0.3599)  loss_vfl_dn_4: 0.3550 (0.3574)  loss_vfl_dn_5: 0.3532 (0.3566)  time: 0.4884  data: 0.0139  max mem: 5654
Epoch: [53]  [5700/7393]  eta: 0:13:46  lr: 0.000010  loss: 15.4482 (15.5474)  loss_bbox: 0.1477 (0.1493)  loss_bbox_aux_0: 0.1612 (0.1619)  loss_bbox_aux_1: 0.1596 (0.1543)  loss_bbox_aux_2: 0.1626 (0.1518)  loss_bbox_aux_3: 0.1535 (0.1498)  loss_bbox_aux_4: 0.1479 (0.1493)  loss_bbox_aux_5: 0.2028 (0.1979)  loss_bbox_dn_0: 0.2637 (0.2577)  loss_bbox_dn_1: 0.1960 (0.1882)  loss_bbox_dn_2: 0.1731 (0.1682)  loss_bbox_dn_3: 0.1649 (0.1624)  loss_bbox_dn_4: 0.1612 (0.1610)  loss_bbox_dn_5: 0.1612 (0.1610)  loss_giou: 0.4509 (0.4688)  loss_giou_aux_0: 0.4749 (0.4922)  loss_giou_aux_1: 0.4515 (0.4786)  loss_giou_aux_2: 0.4508 (0.4738)  loss_giou_aux_3: 0.4489 (0.4703)  loss_giou_aux_4: 0.4485 (0.4689)  loss_giou_aux_5: 0.5519 (0.5560)  loss_giou_dn_0: 0.5723 (0.5704)  loss_giou_dn_1: 0.4712 (0.4624)  loss_giou_dn_2: 0.4332 (0.4315)  loss_giou_dn_3: 0.4205 (0.4232)  loss_giou_dn_4: 0.4191 (0.4211)  loss_giou_dn_5: 0.4192 (0.4213)  loss_vfl: 0.6496 (0.6645)  loss_vfl_aux_0: 0.7465 (0.7623)  loss_vfl_aux_1: 0.6955 (0.7174)  loss_vfl_aux_2: 0.6471 (0.6889)  loss_vfl_aux_3: 0.6486 (0.6755)  loss_vfl_aux_4: 0.6478 (0.6683)  loss_vfl_aux_5: 0.7446 (0.7474)  loss_vfl_dn_0: 0.4422 (0.4481)  loss_vfl_dn_1: 0.3773 (0.3828)  loss_vfl_dn_2: 0.3642 (0.3672)  loss_vfl_dn_3: 0.3526 (0.3599)  loss_vfl_dn_4: 0.3502 (0.3574)  loss_vfl_dn_5: 0.3492 (0.3566)  time: 0.4834  data: 0.0140  max mem: 5654
Epoch: [53]  [5800/7393]  eta: 0:12:58  lr: 0.000010  loss: 16.2071 (15.5502)  loss_bbox: 0.1467 (0.1493)  loss_bbox_aux_0: 0.1552 (0.1619)  loss_bbox_aux_1: 0.1505 (0.1544)  loss_bbox_aux_2: 0.1487 (0.1519)  loss_bbox_aux_3: 0.1471 (0.1499)  loss_bbox_aux_4: 0.1462 (0.1493)  loss_bbox_aux_5: 0.1988 (0.1980)  loss_bbox_dn_0: 0.2491 (0.2580)  loss_bbox_dn_1: 0.1811 (0.1885)  loss_bbox_dn_2: 0.1605 (0.1683)  loss_bbox_dn_3: 0.1546 (0.1625)  loss_bbox_dn_4: 0.1531 (0.1612)  loss_bbox_dn_5: 0.1531 (0.1612)  loss_giou: 0.4787 (0.4688)  loss_giou_aux_0: 0.5083 (0.4921)  loss_giou_aux_1: 0.4839 (0.4787)  loss_giou_aux_2: 0.4945 (0.4739)  loss_giou_aux_3: 0.4829 (0.4703)  loss_giou_aux_4: 0.4777 (0.4689)  loss_giou_aux_5: 0.5664 (0.5560)  loss_giou_dn_0: 0.5861 (0.5704)  loss_giou_dn_1: 0.4804 (0.4625)  loss_giou_dn_2: 0.4509 (0.4315)  loss_giou_dn_3: 0.4451 (0.4233)  loss_giou_dn_4: 0.4422 (0.4212)  loss_giou_dn_5: 0.4422 (0.4214)  loss_vfl: 0.6676 (0.6646)  loss_vfl_aux_0: 0.7483 (0.7624)  loss_vfl_aux_1: 0.7032 (0.7174)  loss_vfl_aux_2: 0.6819 (0.6889)  loss_vfl_aux_3: 0.6640 (0.6755)  loss_vfl_aux_4: 0.6666 (0.6684)  loss_vfl_aux_5: 0.7382 (0.7475)  loss_vfl_dn_0: 0.4532 (0.4482)  loss_vfl_dn_1: 0.3856 (0.3828)  loss_vfl_dn_2: 0.3707 (0.3672)  loss_vfl_dn_3: 0.3653 (0.3599)  loss_vfl_dn_4: 0.3593 (0.3574)  loss_vfl_dn_5: 0.3568 (0.3567)  time: 0.4899  data: 0.0141  max mem: 5654
Epoch: [53]  [5900/7393]  eta: 0:12:08  lr: 0.000010  loss: 15.6338 (15.5492)  loss_bbox: 0.1733 (0.1494)  loss_bbox_aux_0: 0.1685 (0.1620)  loss_bbox_aux_1: 0.1706 (0.1544)  loss_bbox_aux_2: 0.1789 (0.1519)  loss_bbox_aux_3: 0.1658 (0.1500)  loss_bbox_aux_4: 0.1792 (0.1494)  loss_bbox_aux_5: 0.2093 (0.1981)  loss_bbox_dn_0: 0.2620 (0.2582)  loss_bbox_dn_1: 0.2032 (0.1886)  loss_bbox_dn_2: 0.1831 (0.1685)  loss_bbox_dn_3: 0.1795 (0.1627)  loss_bbox_dn_4: 0.1753 (0.1613)  loss_bbox_dn_5: 0.1754 (0.1613)  loss_giou: 0.4133 (0.4685)  loss_giou_aux_0: 0.4179 (0.4919)  loss_giou_aux_1: 0.4145 (0.4783)  loss_giou_aux_2: 0.4132 (0.4736)  loss_giou_aux_3: 0.4177 (0.4700)  loss_giou_aux_4: 0.4096 (0.4686)  loss_giou_aux_5: 0.5108 (0.5557)  loss_giou_dn_0: 0.5439 (0.5703)  loss_giou_dn_1: 0.4211 (0.4623)  loss_giou_dn_2: 0.3830 (0.4314)  loss_giou_dn_3: 0.3765 (0.4231)  loss_giou_dn_4: 0.3742 (0.4210)  loss_giou_dn_5: 0.3742 (0.4212)  loss_vfl: 0.6728 (0.6646)  loss_vfl_aux_0: 0.7700 (0.7625)  loss_vfl_aux_1: 0.7302 (0.7175)  loss_vfl_aux_2: 0.6963 (0.6890)  loss_vfl_aux_3: 0.6940 (0.6755)  loss_vfl_aux_4: 0.6734 (0.6684)  loss_vfl_aux_5: 0.7584 (0.7477)  loss_vfl_dn_0: 0.4562 (0.4482)  loss_vfl_dn_1: 0.3880 (0.3828)  loss_vfl_dn_2: 0.3717 (0.3672)  loss_vfl_dn_3: 0.3656 (0.3599)  loss_vfl_dn_4: 0.3604 (0.3574)  loss_vfl_dn_5: 0.3615 (0.3566)  time: 0.4843  data: 0.0144  max mem: 5654
Epoch: [53]  [6000/7393]  eta: 0:11:20  lr: 0.000010  loss: 15.8359 (15.5462)  loss_bbox: 0.1510 (0.1494)  loss_bbox_aux_0: 0.1655 (0.1620)  loss_bbox_aux_1: 0.1591 (0.1544)  loss_bbox_aux_2: 0.1558 (0.1519)  loss_bbox_aux_3: 0.1559 (0.1500)  loss_bbox_aux_4: 0.1510 (0.1494)  loss_bbox_aux_5: 0.1947 (0.1981)  loss_bbox_dn_0: 0.2393 (0.2582)  loss_bbox_dn_1: 0.1832 (0.1886)  loss_bbox_dn_2: 0.1602 (0.1685)  loss_bbox_dn_3: 0.1559 (0.1626)  loss_bbox_dn_4: 0.1548 (0.1613)  loss_bbox_dn_5: 0.1548 (0.1613)  loss_giou: 0.4631 (0.4684)  loss_giou_aux_0: 0.4806 (0.4917)  loss_giou_aux_1: 0.4642 (0.4782)  loss_giou_aux_2: 0.4731 (0.4734)  loss_giou_aux_3: 0.4612 (0.4699)  loss_giou_aux_4: 0.4564 (0.4685)  loss_giou_aux_5: 0.5540 (0.5555)  loss_giou_dn_0: 0.5903 (0.5701)  loss_giou_dn_1: 0.4727 (0.4622)  loss_giou_dn_2: 0.4466 (0.4312)  loss_giou_dn_3: 0.4393 (0.4230)  loss_giou_dn_4: 0.4369 (0.4209)  loss_giou_dn_5: 0.4367 (0.4211)  loss_vfl: 0.6590 (0.6645)  loss_vfl_aux_0: 0.7582 (0.7624)  loss_vfl_aux_1: 0.7101 (0.7175)  loss_vfl_aux_2: 0.6884 (0.6889)  loss_vfl_aux_3: 0.6838 (0.6754)  loss_vfl_aux_4: 0.6730 (0.6683)  loss_vfl_aux_5: 0.7300 (0.7476)  loss_vfl_dn_0: 0.4503 (0.4482)  loss_vfl_dn_1: 0.3881 (0.3828)  loss_vfl_dn_2: 0.3745 (0.3671)  loss_vfl_dn_3: 0.3658 (0.3599)  loss_vfl_dn_4: 0.3618 (0.3573)  loss_vfl_dn_5: 0.3604 (0.3566)  time: 0.4809  data: 0.0144  max mem: 5654
Epoch: [53]  [6100/7393]  eta: 0:10:31  lr: 0.000010  loss: 15.2065 (15.5427)  loss_bbox: 0.1441 (0.1494)  loss_bbox_aux_0: 0.1576 (0.1620)  loss_bbox_aux_1: 0.1430 (0.1544)  loss_bbox_aux_2: 0.1412 (0.1519)  loss_bbox_aux_3: 0.1416 (0.1500)  loss_bbox_aux_4: 0.1464 (0.1494)  loss_bbox_aux_5: 0.1843 (0.1981)  loss_bbox_dn_0: 0.2564 (0.2581)  loss_bbox_dn_1: 0.1901 (0.1886)  loss_bbox_dn_2: 0.1659 (0.1684)  loss_bbox_dn_3: 0.1607 (0.1626)  loss_bbox_dn_4: 0.1573 (0.1612)  loss_bbox_dn_5: 0.1573 (0.1612)  loss_giou: 0.3883 (0.4682)  loss_giou_aux_0: 0.4026 (0.4915)  loss_giou_aux_1: 0.3933 (0.4780)  loss_giou_aux_2: 0.3792 (0.4732)  loss_giou_aux_3: 0.3835 (0.4697)  loss_giou_aux_4: 0.3858 (0.4683)  loss_giou_aux_5: 0.4768 (0.5554)  loss_giou_dn_0: 0.5180 (0.5699)  loss_giou_dn_1: 0.4200 (0.4620)  loss_giou_dn_2: 0.3869 (0.4311)  loss_giou_dn_3: 0.3803 (0.4228)  loss_giou_dn_4: 0.3801 (0.4207)  loss_giou_dn_5: 0.3801 (0.4209)  loss_vfl: 0.6666 (0.6644)  loss_vfl_aux_0: 0.7931 (0.7623)  loss_vfl_aux_1: 0.7462 (0.7175)  loss_vfl_aux_2: 0.7105 (0.6889)  loss_vfl_aux_3: 0.6705 (0.6753)  loss_vfl_aux_4: 0.6669 (0.6682)  loss_vfl_aux_5: 0.7861 (0.7475)  loss_vfl_dn_0: 0.4491 (0.4482)  loss_vfl_dn_1: 0.3818 (0.3828)  loss_vfl_dn_2: 0.3602 (0.3671)  loss_vfl_dn_3: 0.3539 (0.3599)  loss_vfl_dn_4: 0.3503 (0.3573)  loss_vfl_dn_5: 0.3486 (0.3566)  time: 0.4835  data: 0.0141  max mem: 5654
Epoch: [53]  [6200/7393]  eta: 0:09:42  lr: 0.000010  loss: 15.3690 (15.5420)  loss_bbox: 0.1397 (0.1493)  loss_bbox_aux_0: 0.1467 (0.1619)  loss_bbox_aux_1: 0.1478 (0.1544)  loss_bbox_aux_2: 0.1448 (0.1518)  loss_bbox_aux_3: 0.1412 (0.1499)  loss_bbox_aux_4: 0.1401 (0.1494)  loss_bbox_aux_5: 0.1785 (0.1981)  loss_bbox_dn_0: 0.2390 (0.2581)  loss_bbox_dn_1: 0.1704 (0.1885)  loss_bbox_dn_2: 0.1508 (0.1684)  loss_bbox_dn_3: 0.1472 (0.1626)  loss_bbox_dn_4: 0.1475 (0.1612)  loss_bbox_dn_5: 0.1475 (0.1612)  loss_giou: 0.4798 (0.4681)  loss_giou_aux_0: 0.4951 (0.4914)  loss_giou_aux_1: 0.5017 (0.4779)  loss_giou_aux_2: 0.4908 (0.4731)  loss_giou_aux_3: 0.4876 (0.4696)  loss_giou_aux_4: 0.4800 (0.4682)  loss_giou_aux_5: 0.5628 (0.5553)  loss_giou_dn_0: 0.5886 (0.5700)  loss_giou_dn_1: 0.4808 (0.4620)  loss_giou_dn_2: 0.4527 (0.4311)  loss_giou_dn_3: 0.4468 (0.4228)  loss_giou_dn_4: 0.4465 (0.4208)  loss_giou_dn_5: 0.4465 (0.4209)  loss_vfl: 0.6309 (0.6644)  loss_vfl_aux_0: 0.7212 (0.7623)  loss_vfl_aux_1: 0.6909 (0.7175)  loss_vfl_aux_2: 0.6663 (0.6889)  loss_vfl_aux_3: 0.6444 (0.6753)  loss_vfl_aux_4: 0.6408 (0.6683)  loss_vfl_aux_5: 0.7247 (0.7474)  loss_vfl_dn_0: 0.4455 (0.4481)  loss_vfl_dn_1: 0.3840 (0.3828)  loss_vfl_dn_2: 0.3732 (0.3671)  loss_vfl_dn_3: 0.3643 (0.3599)  loss_vfl_dn_4: 0.3639 (0.3573)  loss_vfl_dn_5: 0.3626 (0.3566)  time: 0.4741  data: 0.0140  max mem: 5654
Epoch: [53]  [6300/7393]  eta: 0:08:53  lr: 0.000010  loss: 14.9853 (15.5400)  loss_bbox: 0.1310 (0.1493)  loss_bbox_aux_0: 0.1387 (0.1619)  loss_bbox_aux_1: 0.1319 (0.1543)  loss_bbox_aux_2: 0.1305 (0.1518)  loss_bbox_aux_3: 0.1296 (0.1499)  loss_bbox_aux_4: 0.1332 (0.1494)  loss_bbox_aux_5: 0.1760 (0.1980)  loss_bbox_dn_0: 0.2357 (0.2581)  loss_bbox_dn_1: 0.1556 (0.1885)  loss_bbox_dn_2: 0.1373 (0.1684)  loss_bbox_dn_3: 0.1334 (0.1626)  loss_bbox_dn_4: 0.1338 (0.1612)  loss_bbox_dn_5: 0.1338 (0.1612)  loss_giou: 0.4156 (0.4679)  loss_giou_aux_0: 0.4318 (0.4912)  loss_giou_aux_1: 0.4220 (0.4777)  loss_giou_aux_2: 0.4193 (0.4729)  loss_giou_aux_3: 0.4191 (0.4694)  loss_giou_aux_4: 0.4144 (0.4680)  loss_giou_aux_5: 0.5062 (0.5551)  loss_giou_dn_0: 0.5478 (0.5699)  loss_giou_dn_1: 0.4385 (0.4619)  loss_giou_dn_2: 0.4047 (0.4310)  loss_giou_dn_3: 0.4014 (0.4227)  loss_giou_dn_4: 0.4002 (0.4207)  loss_giou_dn_5: 0.4003 (0.4208)  loss_vfl: 0.6747 (0.6645)  loss_vfl_aux_0: 0.7618 (0.7624)  loss_vfl_aux_1: 0.7210 (0.7175)  loss_vfl_aux_2: 0.6919 (0.6889)  loss_vfl_aux_3: 0.6760 (0.6753)  loss_vfl_aux_4: 0.6750 (0.6683)  loss_vfl_aux_5: 0.7568 (0.7475)  loss_vfl_dn_0: 0.4406 (0.4481)  loss_vfl_dn_1: 0.3761 (0.3827)  loss_vfl_dn_2: 0.3621 (0.3671)  loss_vfl_dn_3: 0.3541 (0.3598)  loss_vfl_dn_4: 0.3545 (0.3573)  loss_vfl_dn_5: 0.3529 (0.3565)  time: 0.4788  data: 0.0137  max mem: 5654
Epoch: [53]  [6400/7393]  eta: 0:08:05  lr: 0.000010  loss: 15.5806 (15.5389)  loss_bbox: 0.1480 (0.1494)  loss_bbox_aux_0: 0.1557 (0.1619)  loss_bbox_aux_1: 0.1480 (0.1544)  loss_bbox_aux_2: 0.1454 (0.1519)  loss_bbox_aux_3: 0.1483 (0.1500)  loss_bbox_aux_4: 0.1479 (0.1494)  loss_bbox_aux_5: 0.1858 (0.1980)  loss_bbox_dn_0: 0.2609 (0.2581)  loss_bbox_dn_1: 0.1859 (0.1885)  loss_bbox_dn_2: 0.1630 (0.1684)  loss_bbox_dn_3: 0.1568 (0.1626)  loss_bbox_dn_4: 0.1560 (0.1612)  loss_bbox_dn_5: 0.1560 (0.1612)  loss_giou: 0.4278 (0.4677)  loss_giou_aux_0: 0.4540 (0.4909)  loss_giou_aux_1: 0.4332 (0.4774)  loss_giou_aux_2: 0.4332 (0.4727)  loss_giou_aux_3: 0.4377 (0.4692)  loss_giou_aux_4: 0.4224 (0.4678)  loss_giou_aux_5: 0.5249 (0.5549)  loss_giou_dn_0: 0.5809 (0.5697)  loss_giou_dn_1: 0.4376 (0.4618)  loss_giou_dn_2: 0.4073 (0.4308)  loss_giou_dn_3: 0.4001 (0.4226)  loss_giou_dn_4: 0.3962 (0.4205)  loss_giou_dn_5: 0.3962 (0.4207)  loss_vfl: 0.6622 (0.6646)  loss_vfl_aux_0: 0.7669 (0.7627)  loss_vfl_aux_1: 0.7221 (0.7177)  loss_vfl_aux_2: 0.6990 (0.6891)  loss_vfl_aux_3: 0.6740 (0.6754)  loss_vfl_aux_4: 0.6797 (0.6683)  loss_vfl_aux_5: 0.7549 (0.7477)  loss_vfl_dn_0: 0.4495 (0.4482)  loss_vfl_dn_1: 0.3914 (0.3827)  loss_vfl_dn_2: 0.3698 (0.3671)  loss_vfl_dn_3: 0.3659 (0.3598)  loss_vfl_dn_4: 0.3642 (0.3573)  loss_vfl_dn_5: 0.3619 (0.3565)  time: 0.4958  data: 0.0138  max mem: 5654
Epoch: [53]  [6500/7393]  eta: 0:07:16  lr: 0.000010  loss: 15.7684 (15.5405)  loss_bbox: 0.1508 (0.1494)  loss_bbox_aux_0: 0.1630 (0.1619)  loss_bbox_aux_1: 0.1520 (0.1544)  loss_bbox_aux_2: 0.1522 (0.1519)  loss_bbox_aux_3: 0.1535 (0.1500)  loss_bbox_aux_4: 0.1513 (0.1494)  loss_bbox_aux_5: 0.1885 (0.1980)  loss_bbox_dn_0: 0.2261 (0.2581)  loss_bbox_dn_1: 0.1752 (0.1886)  loss_bbox_dn_2: 0.1627 (0.1684)  loss_bbox_dn_3: 0.1502 (0.1626)  loss_bbox_dn_4: 0.1493 (0.1612)  loss_bbox_dn_5: 0.1493 (0.1612)  loss_giou: 0.4831 (0.4678)  loss_giou_aux_0: 0.5105 (0.4910)  loss_giou_aux_1: 0.4842 (0.4775)  loss_giou_aux_2: 0.4912 (0.4728)  loss_giou_aux_3: 0.4835 (0.4693)  loss_giou_aux_4: 0.4831 (0.4679)  loss_giou_aux_5: 0.5685 (0.5550)  loss_giou_dn_0: 0.5821 (0.5698)  loss_giou_dn_1: 0.4709 (0.4618)  loss_giou_dn_2: 0.4414 (0.4309)  loss_giou_dn_3: 0.4314 (0.4227)  loss_giou_dn_4: 0.4292 (0.4206)  loss_giou_dn_5: 0.4293 (0.4208)  loss_vfl: 0.6288 (0.6646)  loss_vfl_aux_0: 0.7136 (0.7627)  loss_vfl_aux_1: 0.6882 (0.7178)  loss_vfl_aux_2: 0.6606 (0.6892)  loss_vfl_aux_3: 0.6387 (0.6754)  loss_vfl_aux_4: 0.6235 (0.6683)  loss_vfl_aux_5: 0.6806 (0.7477)  loss_vfl_dn_0: 0.4512 (0.4482)  loss_vfl_dn_1: 0.3828 (0.3828)  loss_vfl_dn_2: 0.3748 (0.3671)  loss_vfl_dn_3: 0.3610 (0.3599)  loss_vfl_dn_4: 0.3585 (0.3573)  loss_vfl_dn_5: 0.3582 (0.3566)  time: 0.4743  data: 0.0156  max mem: 5654
Epoch: [53]  [6600/7393]  eta: 0:06:27  lr: 0.000010  loss: 16.1626 (15.5415)  loss_bbox: 0.1327 (0.1494)  loss_bbox_aux_0: 0.1439 (0.1618)  loss_bbox_aux_1: 0.1329 (0.1543)  loss_bbox_aux_2: 0.1337 (0.1519)  loss_bbox_aux_3: 0.1346 (0.1500)  loss_bbox_aux_4: 0.1311 (0.1494)  loss_bbox_aux_5: 0.1797 (0.1981)  loss_bbox_dn_0: 0.2110 (0.2582)  loss_bbox_dn_1: 0.1513 (0.1886)  loss_bbox_dn_2: 0.1382 (0.1684)  loss_bbox_dn_3: 0.1352 (0.1626)  loss_bbox_dn_4: 0.1320 (0.1612)  loss_bbox_dn_5: 0.1320 (0.1612)  loss_giou: 0.4876 (0.4678)  loss_giou_aux_0: 0.4849 (0.4910)  loss_giou_aux_1: 0.4770 (0.4775)  loss_giou_aux_2: 0.4900 (0.4727)  loss_giou_aux_3: 0.4874 (0.4693)  loss_giou_aux_4: 0.4759 (0.4679)  loss_giou_aux_5: 0.5629 (0.5549)  loss_giou_dn_0: 0.5862 (0.5699)  loss_giou_dn_1: 0.4641 (0.4619)  loss_giou_dn_2: 0.4395 (0.4309)  loss_giou_dn_3: 0.4337 (0.4227)  loss_giou_dn_4: 0.4319 (0.4206)  loss_giou_dn_5: 0.4319 (0.4208)  loss_vfl: 0.6556 (0.6647)  loss_vfl_aux_0: 0.7422 (0.7629)  loss_vfl_aux_1: 0.7073 (0.7180)  loss_vfl_aux_2: 0.6951 (0.6894)  loss_vfl_aux_3: 0.6674 (0.6756)  loss_vfl_aux_4: 0.6599 (0.6684)  loss_vfl_aux_5: 0.7290 (0.7479)  loss_vfl_dn_0: 0.4375 (0.4482)  loss_vfl_dn_1: 0.3740 (0.3828)  loss_vfl_dn_2: 0.3607 (0.3671)  loss_vfl_dn_3: 0.3529 (0.3599)  loss_vfl_dn_4: 0.3525 (0.3573)  loss_vfl_dn_5: 0.3533 (0.3566)  time: 0.5039  data: 0.0141  max mem: 5654
Epoch: [53]  [6700/7393]  eta: 0:05:38  lr: 0.000010  loss: 15.2543 (15.5438)  loss_bbox: 0.1361 (0.1495)  loss_bbox_aux_0: 0.1535 (0.1619)  loss_bbox_aux_1: 0.1424 (0.1544)  loss_bbox_aux_2: 0.1392 (0.1519)  loss_bbox_aux_3: 0.1368 (0.1501)  loss_bbox_aux_4: 0.1392 (0.1495)  loss_bbox_aux_5: 0.1966 (0.1982)  loss_bbox_dn_0: 0.2602 (0.2583)  loss_bbox_dn_1: 0.1910 (0.1887)  loss_bbox_dn_2: 0.1638 (0.1685)  loss_bbox_dn_3: 0.1533 (0.1627)  loss_bbox_dn_4: 0.1487 (0.1613)  loss_bbox_dn_5: 0.1488 (0.1613)  loss_giou: 0.4452 (0.4678)  loss_giou_aux_0: 0.4677 (0.4910)  loss_giou_aux_1: 0.4554 (0.4775)  loss_giou_aux_2: 0.4507 (0.4727)  loss_giou_aux_3: 0.4516 (0.4693)  loss_giou_aux_4: 0.4416 (0.4679)  loss_giou_aux_5: 0.5454 (0.5549)  loss_giou_dn_0: 0.5556 (0.5700)  loss_giou_dn_1: 0.4394 (0.4619)  loss_giou_dn_2: 0.4046 (0.4310)  loss_giou_dn_3: 0.4002 (0.4227)  loss_giou_dn_4: 0.3998 (0.4206)  loss_giou_dn_5: 0.4000 (0.4208)  loss_vfl: 0.6782 (0.6647)  loss_vfl_aux_0: 0.7900 (0.7630)  loss_vfl_aux_1: 0.7144 (0.7181)  loss_vfl_aux_2: 0.6930 (0.6895)  loss_vfl_aux_3: 0.6617 (0.6756)  loss_vfl_aux_4: 0.6778 (0.6685)  loss_vfl_aux_5: 0.7459 (0.7479)  loss_vfl_dn_0: 0.4506 (0.4482)  loss_vfl_dn_1: 0.3803 (0.3828)  loss_vfl_dn_2: 0.3676 (0.3671)  loss_vfl_dn_3: 0.3609 (0.3599)  loss_vfl_dn_4: 0.3581 (0.3573)  loss_vfl_dn_5: 0.3559 (0.3566)  time: 0.4972  data: 0.0139  max mem: 5654
Epoch: [53]  [6800/7393]  eta: 0:04:49  lr: 0.000010  loss: 15.7447 (15.5403)  loss_bbox: 0.1417 (0.1494)  loss_bbox_aux_0: 0.1418 (0.1618)  loss_bbox_aux_1: 0.1438 (0.1543)  loss_bbox_aux_2: 0.1427 (0.1519)  loss_bbox_aux_3: 0.1393 (0.1500)  loss_bbox_aux_4: 0.1423 (0.1495)  loss_bbox_aux_5: 0.1921 (0.1982)  loss_bbox_dn_0: 0.2578 (0.2585)  loss_bbox_dn_1: 0.1768 (0.1888)  loss_bbox_dn_2: 0.1551 (0.1686)  loss_bbox_dn_3: 0.1494 (0.1628)  loss_bbox_dn_4: 0.1480 (0.1614)  loss_bbox_dn_5: 0.1480 (0.1614)  loss_giou: 0.4285 (0.4675)  loss_giou_aux_0: 0.4513 (0.4907)  loss_giou_aux_1: 0.4377 (0.4771)  loss_giou_aux_2: 0.4277 (0.4724)  loss_giou_aux_3: 0.4242 (0.4690)  loss_giou_aux_4: 0.4224 (0.4676)  loss_giou_aux_5: 0.5307 (0.5546)  loss_giou_dn_0: 0.5436 (0.5697)  loss_giou_dn_1: 0.4447 (0.4617)  loss_giou_dn_2: 0.4131 (0.4308)  loss_giou_dn_3: 0.4065 (0.4225)  loss_giou_dn_4: 0.3999 (0.4204)  loss_giou_dn_5: 0.3999 (0.4206)  loss_vfl: 0.6622 (0.6647)  loss_vfl_aux_0: 0.7712 (0.7631)  loss_vfl_aux_1: 0.7444 (0.7182)  loss_vfl_aux_2: 0.6944 (0.6895)  loss_vfl_aux_3: 0.6853 (0.6756)  loss_vfl_aux_4: 0.6735 (0.6685)  loss_vfl_aux_5: 0.7626 (0.7481)  loss_vfl_dn_0: 0.4442 (0.4482)  loss_vfl_dn_1: 0.3852 (0.3827)  loss_vfl_dn_2: 0.3651 (0.3670)  loss_vfl_dn_3: 0.3623 (0.3598)  loss_vfl_dn_4: 0.3601 (0.3573)  loss_vfl_dn_5: 0.3577 (0.3565)  time: 0.4919  data: 0.0140  max mem: 5654
Epoch: [53]  [6900/7393]  eta: 0:04:00  lr: 0.000010  loss: 15.0745 (15.5395)  loss_bbox: 0.1409 (0.1493)  loss_bbox_aux_0: 0.1521 (0.1618)  loss_bbox_aux_1: 0.1474 (0.1543)  loss_bbox_aux_2: 0.1442 (0.1518)  loss_bbox_aux_3: 0.1398 (0.1500)  loss_bbox_aux_4: 0.1410 (0.1494)  loss_bbox_aux_5: 0.1884 (0.1981)  loss_bbox_dn_0: 0.2377 (0.2583)  loss_bbox_dn_1: 0.1534 (0.1887)  loss_bbox_dn_2: 0.1358 (0.1685)  loss_bbox_dn_3: 0.1329 (0.1627)  loss_bbox_dn_4: 0.1321 (0.1613)  loss_bbox_dn_5: 0.1321 (0.1613)  loss_giou: 0.3914 (0.4677)  loss_giou_aux_0: 0.4519 (0.4909)  loss_giou_aux_1: 0.4159 (0.4773)  loss_giou_aux_2: 0.3958 (0.4726)  loss_giou_aux_3: 0.3960 (0.4692)  loss_giou_aux_4: 0.3958 (0.4678)  loss_giou_aux_5: 0.5419 (0.5549)  loss_giou_dn_0: 0.5298 (0.5698)  loss_giou_dn_1: 0.4185 (0.4618)  loss_giou_dn_2: 0.3848 (0.4308)  loss_giou_dn_3: 0.3756 (0.4226)  loss_giou_dn_4: 0.3713 (0.4205)  loss_giou_dn_5: 0.3713 (0.4206)  loss_vfl: 0.6693 (0.6644)  loss_vfl_aux_0: 0.7412 (0.7629)  loss_vfl_aux_1: 0.7356 (0.7180)  loss_vfl_aux_2: 0.6807 (0.6893)  loss_vfl_aux_3: 0.6659 (0.6754)  loss_vfl_aux_4: 0.6607 (0.6682)  loss_vfl_aux_5: 0.7555 (0.7480)  loss_vfl_dn_0: 0.4485 (0.4482)  loss_vfl_dn_1: 0.3807 (0.3827)  loss_vfl_dn_2: 0.3642 (0.3670)  loss_vfl_dn_3: 0.3557 (0.3598)  loss_vfl_dn_4: 0.3526 (0.3573)  loss_vfl_dn_5: 0.3508 (0.3565)  time: 0.4787  data: 0.0139  max mem: 5654
Epoch: [53]  [7000/7393]  eta: 0:03:11  lr: 0.000010  loss: 15.8380 (15.5396)  loss_bbox: 0.1301 (0.1493)  loss_bbox_aux_0: 0.1463 (0.1617)  loss_bbox_aux_1: 0.1395 (0.1542)  loss_bbox_aux_2: 0.1310 (0.1518)  loss_bbox_aux_3: 0.1317 (0.1499)  loss_bbox_aux_4: 0.1302 (0.1493)  loss_bbox_aux_5: 0.1836 (0.1981)  loss_bbox_dn_0: 0.2180 (0.2583)  loss_bbox_dn_1: 0.1627 (0.1887)  loss_bbox_dn_2: 0.1453 (0.1685)  loss_bbox_dn_3: 0.1391 (0.1627)  loss_bbox_dn_4: 0.1373 (0.1613)  loss_bbox_dn_5: 0.1373 (0.1613)  loss_giou: 0.4361 (0.4677)  loss_giou_aux_0: 0.4877 (0.4909)  loss_giou_aux_1: 0.4763 (0.4773)  loss_giou_aux_2: 0.4620 (0.4726)  loss_giou_aux_3: 0.4404 (0.4692)  loss_giou_aux_4: 0.4361 (0.4678)  loss_giou_aux_5: 0.5421 (0.5549)  loss_giou_dn_0: 0.5903 (0.5698)  loss_giou_dn_1: 0.4798 (0.4618)  loss_giou_dn_2: 0.4497 (0.4309)  loss_giou_dn_3: 0.4382 (0.4226)  loss_giou_dn_4: 0.4375 (0.4205)  loss_giou_dn_5: 0.4374 (0.4207)  loss_vfl: 0.6678 (0.6645)  loss_vfl_aux_0: 0.7508 (0.7629)  loss_vfl_aux_1: 0.7175 (0.7180)  loss_vfl_aux_2: 0.7091 (0.6894)  loss_vfl_aux_3: 0.6912 (0.6755)  loss_vfl_aux_4: 0.6646 (0.6683)  loss_vfl_aux_5: 0.7299 (0.7479)  loss_vfl_dn_0: 0.4431 (0.4482)  loss_vfl_dn_1: 0.3781 (0.3827)  loss_vfl_dn_2: 0.3635 (0.3670)  loss_vfl_dn_3: 0.3528 (0.3598)  loss_vfl_dn_4: 0.3497 (0.3572)  loss_vfl_dn_5: 0.3490 (0.3565)  time: 0.4830  data: 0.0138  max mem: 5654
Epoch: [53]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 15.5212 (15.5397)  loss_bbox: 0.1528 (0.1493)  loss_bbox_aux_0: 0.1688 (0.1618)  loss_bbox_aux_1: 0.1546 (0.1543)  loss_bbox_aux_2: 0.1527 (0.1518)  loss_bbox_aux_3: 0.1559 (0.1500)  loss_bbox_aux_4: 0.1492 (0.1494)  loss_bbox_aux_5: 0.2025 (0.1982)  loss_bbox_dn_0: 0.2424 (0.2585)  loss_bbox_dn_1: 0.1861 (0.1888)  loss_bbox_dn_2: 0.1599 (0.1686)  loss_bbox_dn_3: 0.1514 (0.1627)  loss_bbox_dn_4: 0.1477 (0.1613)  loss_bbox_dn_5: 0.1476 (0.1613)  loss_giou: 0.4568 (0.4674)  loss_giou_aux_0: 0.4787 (0.4906)  loss_giou_aux_1: 0.4749 (0.4771)  loss_giou_aux_2: 0.4857 (0.4723)  loss_giou_aux_3: 0.4623 (0.4689)  loss_giou_aux_4: 0.4561 (0.4675)  loss_giou_aux_5: 0.5559 (0.5547)  loss_giou_dn_0: 0.5874 (0.5697)  loss_giou_dn_1: 0.4739 (0.4617)  loss_giou_dn_2: 0.4420 (0.4307)  loss_giou_dn_3: 0.4322 (0.4225)  loss_giou_dn_4: 0.4284 (0.4204)  loss_giou_dn_5: 0.4286 (0.4205)  loss_vfl: 0.6685 (0.6648)  loss_vfl_aux_0: 0.7584 (0.7631)  loss_vfl_aux_1: 0.7018 (0.7183)  loss_vfl_aux_2: 0.6789 (0.6896)  loss_vfl_aux_3: 0.6872 (0.6758)  loss_vfl_aux_4: 0.6724 (0.6686)  loss_vfl_aux_5: 0.7644 (0.7482)  loss_vfl_dn_0: 0.4506 (0.4482)  loss_vfl_dn_1: 0.3851 (0.3827)  loss_vfl_dn_2: 0.3690 (0.3670)  loss_vfl_dn_3: 0.3641 (0.3598)  loss_vfl_dn_4: 0.3599 (0.3572)  loss_vfl_dn_5: 0.3604 (0.3565)  time: 0.5040  data: 0.0143  max mem: 5654
Epoch: [53]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.4689 (15.5416)  loss_bbox: 0.1316 (0.1493)  loss_bbox_aux_0: 0.1526 (0.1618)  loss_bbox_aux_1: 0.1456 (0.1543)  loss_bbox_aux_2: 0.1436 (0.1518)  loss_bbox_aux_3: 0.1376 (0.1500)  loss_bbox_aux_4: 0.1306 (0.1493)  loss_bbox_aux_5: 0.1866 (0.1981)  loss_bbox_dn_0: 0.2188 (0.2584)  loss_bbox_dn_1: 0.1664 (0.1887)  loss_bbox_dn_2: 0.1381 (0.1686)  loss_bbox_dn_3: 0.1341 (0.1627)  loss_bbox_dn_4: 0.1351 (0.1613)  loss_bbox_dn_5: 0.1351 (0.1613)  loss_giou: 0.4669 (0.4675)  loss_giou_aux_0: 0.4877 (0.4907)  loss_giou_aux_1: 0.4858 (0.4772)  loss_giou_aux_2: 0.4729 (0.4724)  loss_giou_aux_3: 0.4678 (0.4690)  loss_giou_aux_4: 0.4583 (0.4676)  loss_giou_aux_5: 0.5595 (0.5547)  loss_giou_dn_0: 0.5711 (0.5698)  loss_giou_dn_1: 0.4635 (0.4618)  loss_giou_dn_2: 0.4338 (0.4308)  loss_giou_dn_3: 0.4250 (0.4225)  loss_giou_dn_4: 0.4229 (0.4205)  loss_giou_dn_5: 0.4230 (0.4206)  loss_vfl: 0.6390 (0.6649)  loss_vfl_aux_0: 0.7224 (0.7632)  loss_vfl_aux_1: 0.6882 (0.7184)  loss_vfl_aux_2: 0.6616 (0.6898)  loss_vfl_aux_3: 0.6570 (0.6759)  loss_vfl_aux_4: 0.6478 (0.6687)  loss_vfl_aux_5: 0.7471 (0.7483)  loss_vfl_dn_0: 0.4456 (0.4482)  loss_vfl_dn_1: 0.3906 (0.3827)  loss_vfl_dn_2: 0.3707 (0.3670)  loss_vfl_dn_3: 0.3640 (0.3598)  loss_vfl_dn_4: 0.3606 (0.3573)  loss_vfl_dn_5: 0.3620 (0.3565)  time: 0.4822  data: 0.0139  max mem: 5654
Epoch: [53]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.4516 (15.5399)  loss_bbox: 0.1336 (0.1493)  loss_bbox_aux_0: 0.1528 (0.1618)  loss_bbox_aux_1: 0.1424 (0.1543)  loss_bbox_aux_2: 0.1354 (0.1518)  loss_bbox_aux_3: 0.1372 (0.1499)  loss_bbox_aux_4: 0.1410 (0.1493)  loss_bbox_aux_5: 0.1800 (0.1981)  loss_bbox_dn_0: 0.2191 (0.2584)  loss_bbox_dn_1: 0.1635 (0.1887)  loss_bbox_dn_2: 0.1460 (0.1686)  loss_bbox_dn_3: 0.1411 (0.1627)  loss_bbox_dn_4: 0.1406 (0.1613)  loss_bbox_dn_5: 0.1406 (0.1613)  loss_giou: 0.4610 (0.4673)  loss_giou_aux_0: 0.4974 (0.4906)  loss_giou_aux_1: 0.4823 (0.4770)  loss_giou_aux_2: 0.4731 (0.4722)  loss_giou_aux_3: 0.4707 (0.4687)  loss_giou_aux_4: 0.4767 (0.4674)  loss_giou_aux_5: 0.5624 (0.5545)  loss_giou_dn_0: 0.5761 (0.5697)  loss_giou_dn_1: 0.4771 (0.4617)  loss_giou_dn_2: 0.4417 (0.4307)  loss_giou_dn_3: 0.4395 (0.4225)  loss_giou_dn_4: 0.4377 (0.4204)  loss_giou_dn_5: 0.4382 (0.4205)  loss_vfl: 0.6324 (0.6649)  loss_vfl_aux_0: 0.7403 (0.7632)  loss_vfl_aux_1: 0.6987 (0.7185)  loss_vfl_aux_2: 0.6681 (0.6898)  loss_vfl_aux_3: 0.6651 (0.6760)  loss_vfl_aux_4: 0.6391 (0.6687)  loss_vfl_aux_5: 0.7132 (0.7484)  loss_vfl_dn_0: 0.4392 (0.4482)  loss_vfl_dn_1: 0.3812 (0.3827)  loss_vfl_dn_2: 0.3663 (0.3670)  loss_vfl_dn_3: 0.3600 (0.3598)  loss_vfl_dn_4: 0.3585 (0.3573)  loss_vfl_dn_5: 0.3584 (0.3565)  time: 0.4723  data: 0.0147  max mem: 5654
Epoch: [53]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 14.9217 (15.5404)  loss_bbox: 0.1364 (0.1493)  loss_bbox_aux_0: 0.1500 (0.1618)  loss_bbox_aux_1: 0.1467 (0.1543)  loss_bbox_aux_2: 0.1431 (0.1518)  loss_bbox_aux_3: 0.1406 (0.1500)  loss_bbox_aux_4: 0.1351 (0.1493)  loss_bbox_aux_5: 0.1942 (0.1981)  loss_bbox_dn_0: 0.2477 (0.2584)  loss_bbox_dn_1: 0.1656 (0.1887)  loss_bbox_dn_2: 0.1403 (0.1686)  loss_bbox_dn_3: 0.1394 (0.1627)  loss_bbox_dn_4: 0.1393 (0.1613)  loss_bbox_dn_5: 0.1393 (0.1613)  loss_giou: 0.4337 (0.4675)  loss_giou_aux_0: 0.4420 (0.4907)  loss_giou_aux_1: 0.4229 (0.4771)  loss_giou_aux_2: 0.4266 (0.4724)  loss_giou_aux_3: 0.4328 (0.4689)  loss_giou_aux_4: 0.4331 (0.4676)  loss_giou_aux_5: 0.5412 (0.5547)  loss_giou_dn_0: 0.5449 (0.5697)  loss_giou_dn_1: 0.4302 (0.4617)  loss_giou_dn_2: 0.3989 (0.4308)  loss_giou_dn_3: 0.3914 (0.4225)  loss_giou_dn_4: 0.3898 (0.4204)  loss_giou_dn_5: 0.3900 (0.4206)  loss_vfl: 0.6443 (0.6648)  loss_vfl_aux_0: 0.7305 (0.7630)  loss_vfl_aux_1: 0.7124 (0.7184)  loss_vfl_aux_2: 0.6641 (0.6897)  loss_vfl_aux_3: 0.6549 (0.6759)  loss_vfl_aux_4: 0.6484 (0.6686)  loss_vfl_aux_5: 0.7331 (0.7483)  loss_vfl_dn_0: 0.4520 (0.4482)  loss_vfl_dn_1: 0.3791 (0.3827)  loss_vfl_dn_2: 0.3657 (0.3670)  loss_vfl_dn_3: 0.3583 (0.3598)  loss_vfl_dn_4: 0.3556 (0.3573)  loss_vfl_dn_5: 0.3531 (0.3565)  time: 0.4811  data: 0.0141  max mem: 5654
Epoch: [53] Total time: 1:00:15 (0.4891 s / it)
Averaged stats: lr: 0.000010  loss: 14.9217 (15.5404)  loss_bbox: 0.1364 (0.1493)  loss_bbox_aux_0: 0.1500 (0.1618)  loss_bbox_aux_1: 0.1467 (0.1543)  loss_bbox_aux_2: 0.1431 (0.1518)  loss_bbox_aux_3: 0.1406 (0.1500)  loss_bbox_aux_4: 0.1351 (0.1493)  loss_bbox_aux_5: 0.1942 (0.1981)  loss_bbox_dn_0: 0.2477 (0.2584)  loss_bbox_dn_1: 0.1656 (0.1887)  loss_bbox_dn_2: 0.1403 (0.1686)  loss_bbox_dn_3: 0.1394 (0.1627)  loss_bbox_dn_4: 0.1393 (0.1613)  loss_bbox_dn_5: 0.1393 (0.1613)  loss_giou: 0.4337 (0.4675)  loss_giou_aux_0: 0.4420 (0.4907)  loss_giou_aux_1: 0.4229 (0.4771)  loss_giou_aux_2: 0.4266 (0.4724)  loss_giou_aux_3: 0.4328 (0.4689)  loss_giou_aux_4: 0.4331 (0.4676)  loss_giou_aux_5: 0.5412 (0.5547)  loss_giou_dn_0: 0.5449 (0.5697)  loss_giou_dn_1: 0.4302 (0.4617)  loss_giou_dn_2: 0.3989 (0.4308)  loss_giou_dn_3: 0.3914 (0.4225)  loss_giou_dn_4: 0.3898 (0.4204)  loss_giou_dn_5: 0.3900 (0.4206)  loss_vfl: 0.6443 (0.6648)  loss_vfl_aux_0: 0.7305 (0.7630)  loss_vfl_aux_1: 0.7124 (0.7184)  loss_vfl_aux_2: 0.6641 (0.6897)  loss_vfl_aux_3: 0.6549 (0.6759)  loss_vfl_aux_4: 0.6484 (0.6686)  loss_vfl_aux_5: 0.7331 (0.7483)  loss_vfl_dn_0: 0.4520 (0.4482)  loss_vfl_dn_1: 0.3791 (0.3827)  loss_vfl_dn_2: 0.3657 (0.3670)  loss_vfl_dn_3: 0.3583 (0.3598)  loss_vfl_dn_4: 0.3556 (0.3573)  loss_vfl_dn_5: 0.3531 (0.3565)
Test:  [  0/157]  eta: 0:04:21    time: 1.6647  data: 1.2488  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5137  data: 0.1385  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3938  data: 0.0268  max mem: 5654
Test:  [ 30/157]  eta: 0:01:25    time: 0.7651  data: 0.0260  max mem: 5654
Test:  [ 40/157]  eta: 0:01:10    time: 0.7638  data: 0.0257  max mem: 5654
Test:  [ 50/157]  eta: 0:01:00    time: 0.3931  data: 0.0262  max mem: 5654
Test:  [ 60/157]  eta: 0:00:52    time: 0.4046  data: 0.0264  max mem: 5654
Test:  [ 70/157]  eta: 0:00:45    time: 0.3983  data: 0.0261  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.3952  data: 0.0260  max mem: 5654
Test:  [ 90/157]  eta: 0:00:33    time: 0.4023  data: 0.0269  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3897  data: 0.0273  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3902  data: 0.0259  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3946  data: 0.0252  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3886  data: 0.0253  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.6876  data: 0.0253  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6738  data: 0.0260  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6612  data: 0.0250  max mem: 5654
Test: Total time: 0:01:16 (0.4865 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=34.34s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.528
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.709
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.572
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.351
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.573
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.706
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.655
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.722
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.552
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.770
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.889
best_stat:  {'epoch': 49, 'coco_eval_bbox': 0.5287010443147385}
Epoch: [54]  [   0/7393]  eta: 20:23:51  lr: 0.000010  loss: 15.8333 (15.8333)  loss_bbox: 0.1230 (0.1230)  loss_bbox_aux_0: 0.1486 (0.1486)  loss_bbox_aux_1: 0.1403 (0.1403)  loss_bbox_aux_2: 0.1308 (0.1308)  loss_bbox_aux_3: 0.1393 (0.1393)  loss_bbox_aux_4: 0.1230 (0.1230)  loss_bbox_aux_5: 0.1798 (0.1798)  loss_bbox_dn_0: 0.2466 (0.2466)  loss_bbox_dn_1: 0.1849 (0.1849)  loss_bbox_dn_2: 0.1737 (0.1737)  loss_bbox_dn_3: 0.1720 (0.1720)  loss_bbox_dn_4: 0.1719 (0.1719)  loss_bbox_dn_5: 0.1719 (0.1719)  loss_giou: 0.4911 (0.4911)  loss_giou_aux_0: 0.5320 (0.5320)  loss_giou_aux_1: 0.5152 (0.5152)  loss_giou_aux_2: 0.5058 (0.5058)  loss_giou_aux_3: 0.5030 (0.5030)  loss_giou_aux_4: 0.4914 (0.4914)  loss_giou_aux_5: 0.5819 (0.5819)  loss_giou_dn_0: 0.6246 (0.6246)  loss_giou_dn_1: 0.5163 (0.5163)  loss_giou_dn_2: 0.4968 (0.4968)  loss_giou_dn_3: 0.4911 (0.4911)  loss_giou_dn_4: 0.4898 (0.4898)  loss_giou_dn_5: 0.4899 (0.4899)  loss_vfl: 0.6295 (0.6295)  loss_vfl_aux_0: 0.7199 (0.7199)  loss_vfl_aux_1: 0.6873 (0.6873)  loss_vfl_aux_2: 0.6632 (0.6632)  loss_vfl_aux_3: 0.6347 (0.6347)  loss_vfl_aux_4: 0.6415 (0.6415)  loss_vfl_aux_5: 0.7201 (0.7201)  loss_vfl_dn_0: 0.4480 (0.4480)  loss_vfl_dn_1: 0.3882 (0.3882)  loss_vfl_dn_2: 0.3700 (0.3700)  loss_vfl_dn_3: 0.3666 (0.3666)  loss_vfl_dn_4: 0.3648 (0.3648)  loss_vfl_dn_5: 0.3648 (0.3648)  time: 9.9326  data: 3.3477  max mem: 5654
Epoch: [54]  [ 100/7393]  eta: 1:11:25  lr: 0.000010  loss: 15.0444 (15.6015)  loss_bbox: 0.1503 (0.1508)  loss_bbox_aux_0: 0.1523 (0.1624)  loss_bbox_aux_1: 0.1430 (0.1560)  loss_bbox_aux_2: 0.1557 (0.1530)  loss_bbox_aux_3: 0.1483 (0.1516)  loss_bbox_aux_4: 0.1480 (0.1511)  loss_bbox_aux_5: 0.1860 (0.1988)  loss_bbox_dn_0: 0.2369 (0.2651)  loss_bbox_dn_1: 0.1746 (0.1945)  loss_bbox_dn_2: 0.1528 (0.1729)  loss_bbox_dn_3: 0.1504 (0.1665)  loss_bbox_dn_4: 0.1510 (0.1649)  loss_bbox_dn_5: 0.1510 (0.1649)  loss_giou: 0.4894 (0.4594)  loss_giou_aux_0: 0.5044 (0.4867)  loss_giou_aux_1: 0.4894 (0.4721)  loss_giou_aux_2: 0.4974 (0.4648)  loss_giou_aux_3: 0.4897 (0.4614)  loss_giou_aux_4: 0.4893 (0.4600)  loss_giou_aux_5: 0.5668 (0.5526)  loss_giou_dn_0: 0.5447 (0.5725)  loss_giou_dn_1: 0.4478 (0.4614)  loss_giou_dn_2: 0.4255 (0.4299)  loss_giou_dn_3: 0.4180 (0.4215)  loss_giou_dn_4: 0.4163 (0.4196)  loss_giou_dn_5: 0.4169 (0.4197)  loss_vfl: 0.6229 (0.6729)  loss_vfl_aux_0: 0.7168 (0.7686)  loss_vfl_aux_1: 0.6822 (0.7308)  loss_vfl_aux_2: 0.6533 (0.7010)  loss_vfl_aux_3: 0.6352 (0.6859)  loss_vfl_aux_4: 0.6223 (0.6774)  loss_vfl_aux_5: 0.6979 (0.7525)  loss_vfl_dn_0: 0.4427 (0.4491)  loss_vfl_dn_1: 0.3765 (0.3843)  loss_vfl_dn_2: 0.3622 (0.3685)  loss_vfl_dn_3: 0.3598 (0.3609)  loss_vfl_dn_4: 0.3583 (0.3584)  loss_vfl_dn_5: 0.3562 (0.3573)  time: 0.4801  data: 0.0158  max mem: 5654
Epoch: [54]  [ 200/7393]  eta: 1:03:57  lr: 0.000010  loss: 15.2080 (15.5861)  loss_bbox: 0.1461 (0.1508)  loss_bbox_aux_0: 0.1570 (0.1623)  loss_bbox_aux_1: 0.1455 (0.1560)  loss_bbox_aux_2: 0.1509 (0.1536)  loss_bbox_aux_3: 0.1416 (0.1515)  loss_bbox_aux_4: 0.1453 (0.1513)  loss_bbox_aux_5: 0.2018 (0.2001)  loss_bbox_dn_0: 0.2608 (0.2646)  loss_bbox_dn_1: 0.1909 (0.1950)  loss_bbox_dn_2: 0.1788 (0.1736)  loss_bbox_dn_3: 0.1681 (0.1674)  loss_bbox_dn_4: 0.1631 (0.1658)  loss_bbox_dn_5: 0.1631 (0.1658)  loss_giou: 0.4666 (0.4594)  loss_giou_aux_0: 0.4685 (0.4842)  loss_giou_aux_1: 0.4546 (0.4705)  loss_giou_aux_2: 0.4622 (0.4647)  loss_giou_aux_3: 0.4639 (0.4608)  loss_giou_aux_4: 0.4597 (0.4600)  loss_giou_aux_5: 0.5358 (0.5501)  loss_giou_dn_0: 0.5834 (0.5685)  loss_giou_dn_1: 0.4699 (0.4610)  loss_giou_dn_2: 0.4355 (0.4298)  loss_giou_dn_3: 0.4249 (0.4213)  loss_giou_dn_4: 0.4224 (0.4192)  loss_giou_dn_5: 0.4239 (0.4194)  loss_vfl: 0.6810 (0.6706)  loss_vfl_aux_0: 0.7939 (0.7724)  loss_vfl_aux_1: 0.7425 (0.7277)  loss_vfl_aux_2: 0.7049 (0.6970)  loss_vfl_aux_3: 0.6931 (0.6839)  loss_vfl_aux_4: 0.6785 (0.6745)  loss_vfl_aux_5: 0.7486 (0.7542)  loss_vfl_dn_0: 0.4535 (0.4500)  loss_vfl_dn_1: 0.3916 (0.3843)  loss_vfl_dn_2: 0.3762 (0.3684)  loss_vfl_dn_3: 0.3657 (0.3608)  loss_vfl_dn_4: 0.3618 (0.3582)  loss_vfl_dn_5: 0.3611 (0.3573)  time: 0.4793  data: 0.0152  max mem: 5654
Epoch: [54]  [ 300/7393]  eta: 1:00:54  lr: 0.000010  loss: 15.2201 (15.5145)  loss_bbox: 0.1543 (0.1502)  loss_bbox_aux_0: 0.1621 (0.1618)  loss_bbox_aux_1: 0.1660 (0.1555)  loss_bbox_aux_2: 0.1587 (0.1530)  loss_bbox_aux_3: 0.1570 (0.1508)  loss_bbox_aux_4: 0.1528 (0.1505)  loss_bbox_aux_5: 0.1975 (0.1993)  loss_bbox_dn_0: 0.2300 (0.2633)  loss_bbox_dn_1: 0.1746 (0.1936)  loss_bbox_dn_2: 0.1570 (0.1724)  loss_bbox_dn_3: 0.1525 (0.1663)  loss_bbox_dn_4: 0.1519 (0.1648)  loss_bbox_dn_5: 0.1520 (0.1648)  loss_giou: 0.4659 (0.4582)  loss_giou_aux_0: 0.4892 (0.4829)  loss_giou_aux_1: 0.4699 (0.4695)  loss_giou_aux_2: 0.4705 (0.4639)  loss_giou_aux_3: 0.4655 (0.4596)  loss_giou_aux_4: 0.4561 (0.4588)  loss_giou_aux_5: 0.5679 (0.5489)  loss_giou_dn_0: 0.5659 (0.5662)  loss_giou_dn_1: 0.4544 (0.4586)  loss_giou_dn_2: 0.4276 (0.4276)  loss_giou_dn_3: 0.4147 (0.4192)  loss_giou_dn_4: 0.4126 (0.4171)  loss_giou_dn_5: 0.4125 (0.4173)  loss_vfl: 0.6254 (0.6666)  loss_vfl_aux_0: 0.7315 (0.7669)  loss_vfl_aux_1: 0.6979 (0.7215)  loss_vfl_aux_2: 0.6434 (0.6907)  loss_vfl_aux_3: 0.6524 (0.6788)  loss_vfl_aux_4: 0.6366 (0.6706)  loss_vfl_aux_5: 0.7156 (0.7508)  loss_vfl_dn_0: 0.4487 (0.4495)  loss_vfl_dn_1: 0.3746 (0.3836)  loss_vfl_dn_2: 0.3548 (0.3676)  loss_vfl_dn_3: 0.3467 (0.3600)  loss_vfl_dn_4: 0.3440 (0.3573)  loss_vfl_dn_5: 0.3437 (0.3566)  time: 0.4797  data: 0.0145  max mem: 5654
Epoch: [54]  [ 400/7393]  eta: 0:59:04  lr: 0.000010  loss: 15.2776 (15.4800)  loss_bbox: 0.1296 (0.1487)  loss_bbox_aux_0: 0.1458 (0.1611)  loss_bbox_aux_1: 0.1401 (0.1541)  loss_bbox_aux_2: 0.1319 (0.1515)  loss_bbox_aux_3: 0.1309 (0.1495)  loss_bbox_aux_4: 0.1310 (0.1490)  loss_bbox_aux_5: 0.1775 (0.1980)  loss_bbox_dn_0: 0.2383 (0.2610)  loss_bbox_dn_1: 0.1690 (0.1912)  loss_bbox_dn_2: 0.1535 (0.1703)  loss_bbox_dn_3: 0.1461 (0.1643)  loss_bbox_dn_4: 0.1449 (0.1628)  loss_bbox_dn_5: 0.1448 (0.1628)  loss_giou: 0.4180 (0.4590)  loss_giou_aux_0: 0.4414 (0.4838)  loss_giou_aux_1: 0.4463 (0.4696)  loss_giou_aux_2: 0.4215 (0.4641)  loss_giou_aux_3: 0.4257 (0.4607)  loss_giou_aux_4: 0.4239 (0.4595)  loss_giou_aux_5: 0.5341 (0.5488)  loss_giou_dn_0: 0.5671 (0.5651)  loss_giou_dn_1: 0.4610 (0.4575)  loss_giou_dn_2: 0.4223 (0.4266)  loss_giou_dn_3: 0.4128 (0.4182)  loss_giou_dn_4: 0.4103 (0.4161)  loss_giou_dn_5: 0.4103 (0.4163)  loss_vfl: 0.6388 (0.6655)  loss_vfl_aux_0: 0.7238 (0.7656)  loss_vfl_aux_1: 0.7053 (0.7209)  loss_vfl_aux_2: 0.6844 (0.6908)  loss_vfl_aux_3: 0.6503 (0.6774)  loss_vfl_aux_4: 0.6516 (0.6692)  loss_vfl_aux_5: 0.7194 (0.7508)  loss_vfl_dn_0: 0.4435 (0.4488)  loss_vfl_dn_1: 0.3802 (0.3828)  loss_vfl_dn_2: 0.3685 (0.3668)  loss_vfl_dn_3: 0.3565 (0.3593)  loss_vfl_dn_4: 0.3541 (0.3567)  loss_vfl_dn_5: 0.3539 (0.3559)  time: 0.4789  data: 0.0148  max mem: 5654
Epoch: [54]  [ 500/7393]  eta: 0:57:45  lr: 0.000010  loss: 15.5659 (15.4927)  loss_bbox: 0.1366 (0.1474)  loss_bbox_aux_0: 0.1558 (0.1599)  loss_bbox_aux_1: 0.1396 (0.1529)  loss_bbox_aux_2: 0.1449 (0.1501)  loss_bbox_aux_3: 0.1457 (0.1480)  loss_bbox_aux_4: 0.1403 (0.1476)  loss_bbox_aux_5: 0.1828 (0.1964)  loss_bbox_dn_0: 0.2254 (0.2596)  loss_bbox_dn_1: 0.1695 (0.1899)  loss_bbox_dn_2: 0.1577 (0.1690)  loss_bbox_dn_3: 0.1491 (0.1631)  loss_bbox_dn_4: 0.1482 (0.1617)  loss_bbox_dn_5: 0.1485 (0.1617)  loss_giou: 0.4518 (0.4623)  loss_giou_aux_0: 0.4794 (0.4873)  loss_giou_aux_1: 0.4658 (0.4733)  loss_giou_aux_2: 0.4606 (0.4675)  loss_giou_aux_3: 0.4592 (0.4639)  loss_giou_aux_4: 0.4497 (0.4627)  loss_giou_aux_5: 0.5348 (0.5521)  loss_giou_dn_0: 0.5594 (0.5673)  loss_giou_dn_1: 0.4536 (0.4598)  loss_giou_dn_2: 0.4259 (0.4289)  loss_giou_dn_3: 0.4172 (0.4206)  loss_giou_dn_4: 0.4155 (0.4186)  loss_giou_dn_5: 0.4159 (0.4188)  loss_vfl: 0.6517 (0.6652)  loss_vfl_aux_0: 0.7533 (0.7638)  loss_vfl_aux_1: 0.6919 (0.7195)  loss_vfl_aux_2: 0.6755 (0.6903)  loss_vfl_aux_3: 0.6535 (0.6772)  loss_vfl_aux_4: 0.6571 (0.6687)  loss_vfl_aux_5: 0.7512 (0.7496)  loss_vfl_dn_0: 0.4429 (0.4482)  loss_vfl_dn_1: 0.3803 (0.3823)  loss_vfl_dn_2: 0.3641 (0.3664)  loss_vfl_dn_3: 0.3572 (0.3589)  loss_vfl_dn_4: 0.3559 (0.3564)  loss_vfl_dn_5: 0.3533 (0.3556)  time: 0.4977  data: 0.0149  max mem: 5654
Epoch: [54]  [ 600/7393]  eta: 0:56:40  lr: 0.000010  loss: 14.9994 (15.5205)  loss_bbox: 0.1499 (0.1474)  loss_bbox_aux_0: 0.1547 (0.1600)  loss_bbox_aux_1: 0.1482 (0.1531)  loss_bbox_aux_2: 0.1466 (0.1502)  loss_bbox_aux_3: 0.1525 (0.1482)  loss_bbox_aux_4: 0.1499 (0.1478)  loss_bbox_aux_5: 0.1797 (0.1959)  loss_bbox_dn_0: 0.2340 (0.2578)  loss_bbox_dn_1: 0.1734 (0.1889)  loss_bbox_dn_2: 0.1617 (0.1683)  loss_bbox_dn_3: 0.1596 (0.1625)  loss_bbox_dn_4: 0.1594 (0.1612)  loss_bbox_dn_5: 0.1594 (0.1612)  loss_giou: 0.4771 (0.4657)  loss_giou_aux_0: 0.4719 (0.4905)  loss_giou_aux_1: 0.4825 (0.4767)  loss_giou_aux_2: 0.4784 (0.4709)  loss_giou_aux_3: 0.4766 (0.4673)  loss_giou_aux_4: 0.4774 (0.4662)  loss_giou_aux_5: 0.5450 (0.5551)  loss_giou_dn_0: 0.5526 (0.5691)  loss_giou_dn_1: 0.4559 (0.4616)  loss_giou_dn_2: 0.4346 (0.4309)  loss_giou_dn_3: 0.4213 (0.4226)  loss_giou_dn_4: 0.4186 (0.4206)  loss_giou_dn_5: 0.4187 (0.4208)  loss_vfl: 0.6376 (0.6647)  loss_vfl_aux_0: 0.7491 (0.7622)  loss_vfl_aux_1: 0.6889 (0.7183)  loss_vfl_aux_2: 0.6527 (0.6897)  loss_vfl_aux_3: 0.6454 (0.6765)  loss_vfl_aux_4: 0.6463 (0.6681)  loss_vfl_aux_5: 0.7505 (0.7488)  loss_vfl_dn_0: 0.4486 (0.4484)  loss_vfl_dn_1: 0.3820 (0.3830)  loss_vfl_dn_2: 0.3643 (0.3671)  loss_vfl_dn_3: 0.3575 (0.3598)  loss_vfl_dn_4: 0.3524 (0.3572)  loss_vfl_dn_5: 0.3505 (0.3563)  time: 0.4970  data: 0.0148  max mem: 5654
Epoch: [54]  [ 700/7393]  eta: 0:55:37  lr: 0.000010  loss: 15.3527 (15.5212)  loss_bbox: 0.1345 (0.1471)  loss_bbox_aux_0: 0.1497 (0.1598)  loss_bbox_aux_1: 0.1433 (0.1528)  loss_bbox_aux_2: 0.1399 (0.1499)  loss_bbox_aux_3: 0.1357 (0.1479)  loss_bbox_aux_4: 0.1374 (0.1475)  loss_bbox_aux_5: 0.1776 (0.1954)  loss_bbox_dn_0: 0.2161 (0.2567)  loss_bbox_dn_1: 0.1556 (0.1882)  loss_bbox_dn_2: 0.1466 (0.1680)  loss_bbox_dn_3: 0.1446 (0.1623)  loss_bbox_dn_4: 0.1443 (0.1610)  loss_bbox_dn_5: 0.1443 (0.1610)  loss_giou: 0.4518 (0.4682)  loss_giou_aux_0: 0.4692 (0.4925)  loss_giou_aux_1: 0.4562 (0.4792)  loss_giou_aux_2: 0.4510 (0.4733)  loss_giou_aux_3: 0.4440 (0.4698)  loss_giou_aux_4: 0.4495 (0.4685)  loss_giou_aux_5: 0.5287 (0.5571)  loss_giou_dn_0: 0.5828 (0.5703)  loss_giou_dn_1: 0.4709 (0.4630)  loss_giou_dn_2: 0.4327 (0.4323)  loss_giou_dn_3: 0.4192 (0.4241)  loss_giou_dn_4: 0.4163 (0.4221)  loss_giou_dn_5: 0.4168 (0.4223)  loss_vfl: 0.6628 (0.6622)  loss_vfl_aux_0: 0.7727 (0.7599)  loss_vfl_aux_1: 0.7198 (0.7150)  loss_vfl_aux_2: 0.6973 (0.6877)  loss_vfl_aux_3: 0.6840 (0.6740)  loss_vfl_aux_4: 0.6690 (0.6658)  loss_vfl_aux_5: 0.7294 (0.7456)  loss_vfl_dn_0: 0.4428 (0.4478)  loss_vfl_dn_1: 0.3819 (0.3828)  loss_vfl_dn_2: 0.3623 (0.3670)  loss_vfl_dn_3: 0.3546 (0.3598)  loss_vfl_dn_4: 0.3510 (0.3571)  loss_vfl_dn_5: 0.3509 (0.3563)  time: 0.4731  data: 0.0144  max mem: 5654
Epoch: [54]  [ 800/7393]  eta: 0:54:31  lr: 0.000010  loss: 15.5170 (15.4853)  loss_bbox: 0.1531 (0.1467)  loss_bbox_aux_0: 0.1676 (0.1597)  loss_bbox_aux_1: 0.1518 (0.1522)  loss_bbox_aux_2: 0.1484 (0.1495)  loss_bbox_aux_3: 0.1542 (0.1475)  loss_bbox_aux_4: 0.1427 (0.1471)  loss_bbox_aux_5: 0.1949 (0.1951)  loss_bbox_dn_0: 0.2457 (0.2567)  loss_bbox_dn_1: 0.1826 (0.1880)  loss_bbox_dn_2: 0.1645 (0.1677)  loss_bbox_dn_3: 0.1577 (0.1620)  loss_bbox_dn_4: 0.1586 (0.1607)  loss_bbox_dn_5: 0.1587 (0.1607)  loss_giou: 0.4389 (0.4655)  loss_giou_aux_0: 0.4680 (0.4898)  loss_giou_aux_1: 0.4444 (0.4764)  loss_giou_aux_2: 0.4378 (0.4703)  loss_giou_aux_3: 0.4384 (0.4670)  loss_giou_aux_4: 0.4390 (0.4657)  loss_giou_aux_5: 0.5274 (0.5542)  loss_giou_dn_0: 0.5553 (0.5686)  loss_giou_dn_1: 0.4543 (0.4613)  loss_giou_dn_2: 0.4282 (0.4305)  loss_giou_dn_3: 0.4196 (0.4222)  loss_giou_dn_4: 0.4186 (0.4203)  loss_giou_dn_5: 0.4188 (0.4205)  loss_vfl: 0.6773 (0.6623)  loss_vfl_aux_0: 0.7760 (0.7597)  loss_vfl_aux_1: 0.7319 (0.7147)  loss_vfl_aux_2: 0.7204 (0.6873)  loss_vfl_aux_3: 0.6978 (0.6741)  loss_vfl_aux_4: 0.6818 (0.6661)  loss_vfl_aux_5: 0.7538 (0.7458)  loss_vfl_dn_0: 0.4477 (0.4476)  loss_vfl_dn_1: 0.3890 (0.3826)  loss_vfl_dn_2: 0.3711 (0.3668)  loss_vfl_dn_3: 0.3611 (0.3595)  loss_vfl_dn_4: 0.3581 (0.3569)  loss_vfl_dn_5: 0.3574 (0.3561)  time: 0.4608  data: 0.0142  max mem: 5654
Epoch: [54]  [ 900/7393]  eta: 0:54:18  lr: 0.000010  loss: 15.3870 (15.4896)  loss_bbox: 0.1344 (0.1463)  loss_bbox_aux_0: 0.1494 (0.1596)  loss_bbox_aux_1: 0.1387 (0.1520)  loss_bbox_aux_2: 0.1328 (0.1491)  loss_bbox_aux_3: 0.1343 (0.1472)  loss_bbox_aux_4: 0.1336 (0.1467)  loss_bbox_aux_5: 0.1774 (0.1944)  loss_bbox_dn_0: 0.2146 (0.2555)  loss_bbox_dn_1: 0.1604 (0.1870)  loss_bbox_dn_2: 0.1398 (0.1668)  loss_bbox_dn_3: 0.1386 (0.1612)  loss_bbox_dn_4: 0.1387 (0.1598)  loss_bbox_dn_5: 0.1387 (0.1598)  loss_giou: 0.4944 (0.4667)  loss_giou_aux_0: 0.5250 (0.4912)  loss_giou_aux_1: 0.5147 (0.4778)  loss_giou_aux_2: 0.5092 (0.4715)  loss_giou_aux_3: 0.4934 (0.4683)  loss_giou_aux_4: 0.4953 (0.4670)  loss_giou_aux_5: 0.5808 (0.5550)  loss_giou_dn_0: 0.5799 (0.5695)  loss_giou_dn_1: 0.4773 (0.4618)  loss_giou_dn_2: 0.4483 (0.4310)  loss_giou_dn_3: 0.4397 (0.4227)  loss_giou_dn_4: 0.4380 (0.4207)  loss_giou_dn_5: 0.4384 (0.4210)  loss_vfl: 0.6580 (0.6626)  loss_vfl_aux_0: 0.7347 (0.7591)  loss_vfl_aux_1: 0.7173 (0.7140)  loss_vfl_aux_2: 0.6957 (0.6880)  loss_vfl_aux_3: 0.6758 (0.6742)  loss_vfl_aux_4: 0.6662 (0.6663)  loss_vfl_aux_5: 0.7361 (0.7461)  loss_vfl_dn_0: 0.4473 (0.4476)  loss_vfl_dn_1: 0.3839 (0.3827)  loss_vfl_dn_2: 0.3696 (0.3669)  loss_vfl_dn_3: 0.3638 (0.3596)  loss_vfl_dn_4: 0.3645 (0.3570)  loss_vfl_dn_5: 0.3635 (0.3562)  time: 0.4767  data: 0.0140  max mem: 5654
Epoch: [54]  [1000/7393]  eta: 0:53:16  lr: 0.000010  loss: 15.7286 (15.4759)  loss_bbox: 0.1386 (0.1459)  loss_bbox_aux_0: 0.1598 (0.1593)  loss_bbox_aux_1: 0.1493 (0.1516)  loss_bbox_aux_2: 0.1432 (0.1486)  loss_bbox_aux_3: 0.1411 (0.1468)  loss_bbox_aux_4: 0.1391 (0.1462)  loss_bbox_aux_5: 0.1943 (0.1941)  loss_bbox_dn_0: 0.2475 (0.2544)  loss_bbox_dn_1: 0.1811 (0.1861)  loss_bbox_dn_2: 0.1564 (0.1660)  loss_bbox_dn_3: 0.1477 (0.1604)  loss_bbox_dn_4: 0.1486 (0.1590)  loss_bbox_dn_5: 0.1487 (0.1590)  loss_giou: 0.4469 (0.4664)  loss_giou_aux_0: 0.4472 (0.4912)  loss_giou_aux_1: 0.4484 (0.4777)  loss_giou_aux_2: 0.4391 (0.4712)  loss_giou_aux_3: 0.4429 (0.4681)  loss_giou_aux_4: 0.4471 (0.4667)  loss_giou_aux_5: 0.5362 (0.5551)  loss_giou_dn_0: 0.5525 (0.5694)  loss_giou_dn_1: 0.4606 (0.4618)  loss_giou_dn_2: 0.4244 (0.4308)  loss_giou_dn_3: 0.4153 (0.4225)  loss_giou_dn_4: 0.4100 (0.4205)  loss_giou_dn_5: 0.4102 (0.4207)  loss_vfl: 0.6674 (0.6623)  loss_vfl_aux_0: 0.7808 (0.7586)  loss_vfl_aux_1: 0.7021 (0.7133)  loss_vfl_aux_2: 0.7055 (0.6877)  loss_vfl_aux_3: 0.6863 (0.6736)  loss_vfl_aux_4: 0.6763 (0.6660)  loss_vfl_aux_5: 0.7760 (0.7452)  loss_vfl_dn_0: 0.4550 (0.4478)  loss_vfl_dn_1: 0.3824 (0.3827)  loss_vfl_dn_2: 0.3636 (0.3668)  loss_vfl_dn_3: 0.3596 (0.3595)  loss_vfl_dn_4: 0.3567 (0.3568)  loss_vfl_dn_5: 0.3570 (0.3560)  time: 0.4867  data: 0.0139  max mem: 5654
Epoch: [54]  [1100/7393]  eta: 0:52:17  lr: 0.000010  loss: 15.4331 (15.4654)  loss_bbox: 0.1424 (0.1466)  loss_bbox_aux_0: 0.1502 (0.1599)  loss_bbox_aux_1: 0.1491 (0.1521)  loss_bbox_aux_2: 0.1429 (0.1491)  loss_bbox_aux_3: 0.1392 (0.1475)  loss_bbox_aux_4: 0.1382 (0.1468)  loss_bbox_aux_5: 0.1876 (0.1947)  loss_bbox_dn_0: 0.2643 (0.2557)  loss_bbox_dn_1: 0.1740 (0.1871)  loss_bbox_dn_2: 0.1576 (0.1669)  loss_bbox_dn_3: 0.1525 (0.1612)  loss_bbox_dn_4: 0.1492 (0.1598)  loss_bbox_dn_5: 0.1491 (0.1598)  loss_giou: 0.4302 (0.4638)  loss_giou_aux_0: 0.4336 (0.4886)  loss_giou_aux_1: 0.4383 (0.4749)  loss_giou_aux_2: 0.4423 (0.4684)  loss_giou_aux_3: 0.4319 (0.4656)  loss_giou_aux_4: 0.4300 (0.4640)  loss_giou_aux_5: 0.5200 (0.5522)  loss_giou_dn_0: 0.5616 (0.5680)  loss_giou_dn_1: 0.4334 (0.4603)  loss_giou_dn_2: 0.3901 (0.4293)  loss_giou_dn_3: 0.3778 (0.4210)  loss_giou_dn_4: 0.3751 (0.4189)  loss_giou_dn_5: 0.3752 (0.4192)  loss_vfl: 0.6782 (0.6633)  loss_vfl_aux_0: 0.7737 (0.7600)  loss_vfl_aux_1: 0.7296 (0.7145)  loss_vfl_aux_2: 0.6933 (0.6892)  loss_vfl_aux_3: 0.6737 (0.6745)  loss_vfl_aux_4: 0.6741 (0.6672)  loss_vfl_aux_5: 0.7750 (0.7471)  loss_vfl_dn_0: 0.4428 (0.4477)  loss_vfl_dn_1: 0.3797 (0.3824)  loss_vfl_dn_2: 0.3637 (0.3665)  loss_vfl_dn_3: 0.3574 (0.3592)  loss_vfl_dn_4: 0.3549 (0.3565)  loss_vfl_dn_5: 0.3557 (0.3557)  time: 0.4861  data: 0.0136  max mem: 5654
Epoch: [54]  [1200/7393]  eta: 0:51:20  lr: 0.000010  loss: 16.1255 (15.4854)  loss_bbox: 0.1468 (0.1473)  loss_bbox_aux_0: 0.1664 (0.1603)  loss_bbox_aux_1: 0.1552 (0.1527)  loss_bbox_aux_2: 0.1603 (0.1496)  loss_bbox_aux_3: 0.1498 (0.1481)  loss_bbox_aux_4: 0.1520 (0.1475)  loss_bbox_aux_5: 0.2142 (0.1951)  loss_bbox_dn_0: 0.2411 (0.2561)  loss_bbox_dn_1: 0.1721 (0.1875)  loss_bbox_dn_2: 0.1558 (0.1673)  loss_bbox_dn_3: 0.1549 (0.1616)  loss_bbox_dn_4: 0.1537 (0.1602)  loss_bbox_dn_5: 0.1537 (0.1602)  loss_giou: 0.4610 (0.4649)  loss_giou_aux_0: 0.5082 (0.4898)  loss_giou_aux_1: 0.4944 (0.4760)  loss_giou_aux_2: 0.4888 (0.4695)  loss_giou_aux_3: 0.4708 (0.4668)  loss_giou_aux_4: 0.4726 (0.4651)  loss_giou_aux_5: 0.5805 (0.5535)  loss_giou_dn_0: 0.5852 (0.5687)  loss_giou_dn_1: 0.4792 (0.4610)  loss_giou_dn_2: 0.4473 (0.4300)  loss_giou_dn_3: 0.4412 (0.4217)  loss_giou_dn_4: 0.4379 (0.4197)  loss_giou_dn_5: 0.4381 (0.4199)  loss_vfl: 0.6727 (0.6634)  loss_vfl_aux_0: 0.7734 (0.7598)  loss_vfl_aux_1: 0.7278 (0.7144)  loss_vfl_aux_2: 0.6932 (0.6894)  loss_vfl_aux_3: 0.6908 (0.6745)  loss_vfl_aux_4: 0.6759 (0.6673)  loss_vfl_aux_5: 0.7346 (0.7469)  loss_vfl_dn_0: 0.4460 (0.4479)  loss_vfl_dn_1: 0.3866 (0.3826)  loss_vfl_dn_2: 0.3733 (0.3668)  loss_vfl_dn_3: 0.3670 (0.3595)  loss_vfl_dn_4: 0.3645 (0.3568)  loss_vfl_dn_5: 0.3658 (0.3561)  time: 0.4810  data: 0.0141  max mem: 5654
Epoch: [54]  [1300/7393]  eta: 0:50:23  lr: 0.000010  loss: 15.0021 (15.4806)  loss_bbox: 0.1478 (0.1474)  loss_bbox_aux_0: 0.1531 (0.1604)  loss_bbox_aux_1: 0.1452 (0.1528)  loss_bbox_aux_2: 0.1457 (0.1498)  loss_bbox_aux_3: 0.1469 (0.1482)  loss_bbox_aux_4: 0.1458 (0.1475)  loss_bbox_aux_5: 0.1794 (0.1953)  loss_bbox_dn_0: 0.2561 (0.2563)  loss_bbox_dn_1: 0.1924 (0.1876)  loss_bbox_dn_2: 0.1700 (0.1674)  loss_bbox_dn_3: 0.1592 (0.1617)  loss_bbox_dn_4: 0.1578 (0.1603)  loss_bbox_dn_5: 0.1578 (0.1603)  loss_giou: 0.4272 (0.4643)  loss_giou_aux_0: 0.4335 (0.4890)  loss_giou_aux_1: 0.4304 (0.4753)  loss_giou_aux_2: 0.4305 (0.4690)  loss_giou_aux_3: 0.4311 (0.4662)  loss_giou_aux_4: 0.4306 (0.4645)  loss_giou_aux_5: 0.4997 (0.5528)  loss_giou_dn_0: 0.5397 (0.5678)  loss_giou_dn_1: 0.4374 (0.4603)  loss_giou_dn_2: 0.4062 (0.4294)  loss_giou_dn_3: 0.3974 (0.4210)  loss_giou_dn_4: 0.3958 (0.4190)  loss_giou_dn_5: 0.3959 (0.4192)  loss_vfl: 0.6567 (0.6638)  loss_vfl_aux_0: 0.7476 (0.7603)  loss_vfl_aux_1: 0.7022 (0.7148)  loss_vfl_aux_2: 0.6686 (0.6895)  loss_vfl_aux_3: 0.6618 (0.6748)  loss_vfl_aux_4: 0.6433 (0.6676)  loss_vfl_aux_5: 0.7581 (0.7481)  loss_vfl_dn_0: 0.4538 (0.4480)  loss_vfl_dn_1: 0.3788 (0.3824)  loss_vfl_dn_2: 0.3631 (0.3666)  loss_vfl_dn_3: 0.3556 (0.3593)  loss_vfl_dn_4: 0.3541 (0.3567)  loss_vfl_dn_5: 0.3539 (0.3560)  time: 0.4822  data: 0.0140  max mem: 5654
Epoch: [54]  [1400/7393]  eta: 0:49:29  lr: 0.000010  loss: 15.2925 (15.4984)  loss_bbox: 0.1437 (0.1477)  loss_bbox_aux_0: 0.1542 (0.1608)  loss_bbox_aux_1: 0.1469 (0.1531)  loss_bbox_aux_2: 0.1447 (0.1502)  loss_bbox_aux_3: 0.1412 (0.1485)  loss_bbox_aux_4: 0.1438 (0.1478)  loss_bbox_aux_5: 0.1962 (0.1957)  loss_bbox_dn_0: 0.2393 (0.2569)  loss_bbox_dn_1: 0.1563 (0.1881)  loss_bbox_dn_2: 0.1391 (0.1678)  loss_bbox_dn_3: 0.1342 (0.1621)  loss_bbox_dn_4: 0.1326 (0.1607)  loss_bbox_dn_5: 0.1327 (0.1607)  loss_giou: 0.4199 (0.4651)  loss_giou_aux_0: 0.4538 (0.4900)  loss_giou_aux_1: 0.4357 (0.4761)  loss_giou_aux_2: 0.4329 (0.4699)  loss_giou_aux_3: 0.4178 (0.4671)  loss_giou_aux_4: 0.4172 (0.4653)  loss_giou_aux_5: 0.5252 (0.5535)  loss_giou_dn_0: 0.5568 (0.5683)  loss_giou_dn_1: 0.4692 (0.4607)  loss_giou_dn_2: 0.4279 (0.4298)  loss_giou_dn_3: 0.4127 (0.4214)  loss_giou_dn_4: 0.4069 (0.4194)  loss_giou_dn_5: 0.4072 (0.4196)  loss_vfl: 0.6504 (0.6639)  loss_vfl_aux_0: 0.7685 (0.7610)  loss_vfl_aux_1: 0.6981 (0.7154)  loss_vfl_aux_2: 0.6799 (0.6899)  loss_vfl_aux_3: 0.6608 (0.6751)  loss_vfl_aux_4: 0.6607 (0.6680)  loss_vfl_aux_5: 0.7245 (0.7487)  loss_vfl_dn_0: 0.4484 (0.4481)  loss_vfl_dn_1: 0.3853 (0.3826)  loss_vfl_dn_2: 0.3719 (0.3667)  loss_vfl_dn_3: 0.3617 (0.3595)  loss_vfl_dn_4: 0.3584 (0.3568)  loss_vfl_dn_5: 0.3583 (0.3561)  time: 0.4783  data: 0.0139  max mem: 5654
Epoch: [54]  [1500/7393]  eta: 0:48:35  lr: 0.000010  loss: 15.5752 (15.5062)  loss_bbox: 0.1413 (0.1479)  loss_bbox_aux_0: 0.1579 (0.1608)  loss_bbox_aux_1: 0.1497 (0.1532)  loss_bbox_aux_2: 0.1445 (0.1502)  loss_bbox_aux_3: 0.1414 (0.1486)  loss_bbox_aux_4: 0.1409 (0.1480)  loss_bbox_aux_5: 0.1854 (0.1956)  loss_bbox_dn_0: 0.2469 (0.2567)  loss_bbox_dn_1: 0.1785 (0.1880)  loss_bbox_dn_2: 0.1576 (0.1678)  loss_bbox_dn_3: 0.1529 (0.1620)  loss_bbox_dn_4: 0.1511 (0.1606)  loss_bbox_dn_5: 0.1511 (0.1607)  loss_giou: 0.4765 (0.4664)  loss_giou_aux_0: 0.5029 (0.4912)  loss_giou_aux_1: 0.4796 (0.4773)  loss_giou_aux_2: 0.4811 (0.4712)  loss_giou_aux_3: 0.4736 (0.4682)  loss_giou_aux_4: 0.4737 (0.4666)  loss_giou_aux_5: 0.5624 (0.5547)  loss_giou_dn_0: 0.6011 (0.5692)  loss_giou_dn_1: 0.4833 (0.4615)  loss_giou_dn_2: 0.4555 (0.4305)  loss_giou_dn_3: 0.4536 (0.4221)  loss_giou_dn_4: 0.4505 (0.4201)  loss_giou_dn_5: 0.4507 (0.4203)  loss_vfl: 0.6572 (0.6633)  loss_vfl_aux_0: 0.7336 (0.7605)  loss_vfl_aux_1: 0.6891 (0.7146)  loss_vfl_aux_2: 0.6740 (0.6891)  loss_vfl_aux_3: 0.6497 (0.6745)  loss_vfl_aux_4: 0.6536 (0.6673)  loss_vfl_aux_5: 0.7435 (0.7479)  loss_vfl_dn_0: 0.4488 (0.4479)  loss_vfl_dn_1: 0.3887 (0.3826)  loss_vfl_dn_2: 0.3713 (0.3667)  loss_vfl_dn_3: 0.3634 (0.3595)  loss_vfl_dn_4: 0.3588 (0.3568)  loss_vfl_dn_5: 0.3603 (0.3561)  time: 0.4748  data: 0.0136  max mem: 5654
Epoch: [54]  [1600/7393]  eta: 0:48:04  lr: 0.000010  loss: 15.2094 (15.5071)  loss_bbox: 0.1435 (0.1481)  loss_bbox_aux_0: 0.1602 (0.1609)  loss_bbox_aux_1: 0.1481 (0.1534)  loss_bbox_aux_2: 0.1516 (0.1504)  loss_bbox_aux_3: 0.1410 (0.1487)  loss_bbox_aux_4: 0.1435 (0.1482)  loss_bbox_aux_5: 0.1946 (0.1956)  loss_bbox_dn_0: 0.2761 (0.2571)  loss_bbox_dn_1: 0.1939 (0.1883)  loss_bbox_dn_2: 0.1630 (0.1680)  loss_bbox_dn_3: 0.1564 (0.1622)  loss_bbox_dn_4: 0.1519 (0.1608)  loss_bbox_dn_5: 0.1519 (0.1609)  loss_giou: 0.4392 (0.4662)  loss_giou_aux_0: 0.4751 (0.4909)  loss_giou_aux_1: 0.4538 (0.4770)  loss_giou_aux_2: 0.4382 (0.4709)  loss_giou_aux_3: 0.4371 (0.4679)  loss_giou_aux_4: 0.4391 (0.4665)  loss_giou_aux_5: 0.5326 (0.5543)  loss_giou_dn_0: 0.5641 (0.5690)  loss_giou_dn_1: 0.4345 (0.4613)  loss_giou_dn_2: 0.4110 (0.4304)  loss_giou_dn_3: 0.4020 (0.4220)  loss_giou_dn_4: 0.4013 (0.4200)  loss_giou_dn_5: 0.4014 (0.4202)  loss_vfl: 0.6259 (0.6635)  loss_vfl_aux_0: 0.7081 (0.7604)  loss_vfl_aux_1: 0.6859 (0.7147)  loss_vfl_aux_2: 0.6699 (0.6894)  loss_vfl_aux_3: 0.6376 (0.6749)  loss_vfl_aux_4: 0.6336 (0.6675)  loss_vfl_aux_5: 0.7261 (0.7482)  loss_vfl_dn_0: 0.4451 (0.4479)  loss_vfl_dn_1: 0.3835 (0.3825)  loss_vfl_dn_2: 0.3657 (0.3666)  loss_vfl_dn_3: 0.3590 (0.3594)  loss_vfl_dn_4: 0.3561 (0.3568)  loss_vfl_dn_5: 0.3544 (0.3561)  time: 0.4828  data: 0.0147  max mem: 5654
Epoch: [54]  [1700/7393]  eta: 0:47:07  lr: 0.000010  loss: 15.0624 (15.5021)  loss_bbox: 0.1389 (0.1482)  loss_bbox_aux_0: 0.1467 (0.1610)  loss_bbox_aux_1: 0.1368 (0.1534)  loss_bbox_aux_2: 0.1379 (0.1504)  loss_bbox_aux_3: 0.1363 (0.1488)  loss_bbox_aux_4: 0.1376 (0.1482)  loss_bbox_aux_5: 0.1765 (0.1959)  loss_bbox_dn_0: 0.2224 (0.2574)  loss_bbox_dn_1: 0.1567 (0.1884)  loss_bbox_dn_2: 0.1412 (0.1680)  loss_bbox_dn_3: 0.1368 (0.1623)  loss_bbox_dn_4: 0.1312 (0.1609)  loss_bbox_dn_5: 0.1312 (0.1609)  loss_giou: 0.4377 (0.4653)  loss_giou_aux_0: 0.4409 (0.4900)  loss_giou_aux_1: 0.4408 (0.4761)  loss_giou_aux_2: 0.4486 (0.4700)  loss_giou_aux_3: 0.4491 (0.4671)  loss_giou_aux_4: 0.4368 (0.4656)  loss_giou_aux_5: 0.5324 (0.5534)  loss_giou_dn_0: 0.5260 (0.5685)  loss_giou_dn_1: 0.4382 (0.4608)  loss_giou_dn_2: 0.4077 (0.4298)  loss_giou_dn_3: 0.3993 (0.4215)  loss_giou_dn_4: 0.3978 (0.4194)  loss_giou_dn_5: 0.3978 (0.4196)  loss_vfl: 0.6632 (0.6639)  loss_vfl_aux_0: 0.7559 (0.7613)  loss_vfl_aux_1: 0.7033 (0.7153)  loss_vfl_aux_2: 0.6916 (0.6898)  loss_vfl_aux_3: 0.6736 (0.6754)  loss_vfl_aux_4: 0.6752 (0.6680)  loss_vfl_aux_5: 0.7390 (0.7487)  loss_vfl_dn_0: 0.4418 (0.4478)  loss_vfl_dn_1: 0.3819 (0.3824)  loss_vfl_dn_2: 0.3602 (0.3665)  loss_vfl_dn_3: 0.3492 (0.3593)  loss_vfl_dn_4: 0.3489 (0.3567)  loss_vfl_dn_5: 0.3476 (0.3560)  time: 0.4894  data: 0.0150  max mem: 5654
Epoch: [54]  [1800/7393]  eta: 0:46:11  lr: 0.000010  loss: 15.1330 (15.4996)  loss_bbox: 0.1484 (0.1483)  loss_bbox_aux_0: 0.1554 (0.1610)  loss_bbox_aux_1: 0.1490 (0.1536)  loss_bbox_aux_2: 0.1456 (0.1506)  loss_bbox_aux_3: 0.1446 (0.1489)  loss_bbox_aux_4: 0.1435 (0.1484)  loss_bbox_aux_5: 0.1964 (0.1961)  loss_bbox_dn_0: 0.2538 (0.2580)  loss_bbox_dn_1: 0.1850 (0.1889)  loss_bbox_dn_2: 0.1610 (0.1684)  loss_bbox_dn_3: 0.1528 (0.1626)  loss_bbox_dn_4: 0.1498 (0.1613)  loss_bbox_dn_5: 0.1498 (0.1613)  loss_giou: 0.5066 (0.4648)  loss_giou_aux_0: 0.5141 (0.4892)  loss_giou_aux_1: 0.5101 (0.4755)  loss_giou_aux_2: 0.5054 (0.4694)  loss_giou_aux_3: 0.5001 (0.4665)  loss_giou_aux_4: 0.5093 (0.4650)  loss_giou_aux_5: 0.5866 (0.5528)  loss_giou_dn_0: 0.5812 (0.5682)  loss_giou_dn_1: 0.4685 (0.4604)  loss_giou_dn_2: 0.4448 (0.4294)  loss_giou_dn_3: 0.4335 (0.4211)  loss_giou_dn_4: 0.4326 (0.4190)  loss_giou_dn_5: 0.4331 (0.4192)  loss_vfl: 0.6229 (0.6640)  loss_vfl_aux_0: 0.7487 (0.7617)  loss_vfl_aux_1: 0.6971 (0.7154)  loss_vfl_aux_2: 0.6602 (0.6898)  loss_vfl_aux_3: 0.6480 (0.6754)  loss_vfl_aux_4: 0.6247 (0.6680)  loss_vfl_aux_5: 0.7429 (0.7489)  loss_vfl_dn_0: 0.4384 (0.4479)  loss_vfl_dn_1: 0.3711 (0.3823)  loss_vfl_dn_2: 0.3632 (0.3665)  loss_vfl_dn_3: 0.3555 (0.3592)  loss_vfl_dn_4: 0.3550 (0.3566)  loss_vfl_dn_5: 0.3550 (0.3559)  time: 0.4642  data: 0.0142  max mem: 5654
Epoch: [54]  [1900/7393]  eta: 0:45:18  lr: 0.000010  loss: 15.3123 (15.4985)  loss_bbox: 0.1359 (0.1486)  loss_bbox_aux_0: 0.1477 (0.1614)  loss_bbox_aux_1: 0.1380 (0.1539)  loss_bbox_aux_2: 0.1417 (0.1509)  loss_bbox_aux_3: 0.1361 (0.1492)  loss_bbox_aux_4: 0.1345 (0.1487)  loss_bbox_aux_5: 0.1893 (0.1966)  loss_bbox_dn_0: 0.2236 (0.2584)  loss_bbox_dn_1: 0.1621 (0.1892)  loss_bbox_dn_2: 0.1530 (0.1687)  loss_bbox_dn_3: 0.1455 (0.1629)  loss_bbox_dn_4: 0.1449 (0.1615)  loss_bbox_dn_5: 0.1449 (0.1615)  loss_giou: 0.4542 (0.4646)  loss_giou_aux_0: 0.4874 (0.4891)  loss_giou_aux_1: 0.4566 (0.4754)  loss_giou_aux_2: 0.4567 (0.4694)  loss_giou_aux_3: 0.4575 (0.4664)  loss_giou_aux_4: 0.4476 (0.4649)  loss_giou_aux_5: 0.5368 (0.5526)  loss_giou_dn_0: 0.5583 (0.5680)  loss_giou_dn_1: 0.4561 (0.4601)  loss_giou_dn_2: 0.4268 (0.4291)  loss_giou_dn_3: 0.4162 (0.4208)  loss_giou_dn_4: 0.4141 (0.4187)  loss_giou_dn_5: 0.4140 (0.4189)  loss_vfl: 0.6482 (0.6636)  loss_vfl_aux_0: 0.7810 (0.7614)  loss_vfl_aux_1: 0.7201 (0.7150)  loss_vfl_aux_2: 0.6703 (0.6892)  loss_vfl_aux_3: 0.6668 (0.6750)  loss_vfl_aux_4: 0.6513 (0.6676)  loss_vfl_aux_5: 0.7594 (0.7489)  loss_vfl_dn_0: 0.4474 (0.4478)  loss_vfl_dn_1: 0.3780 (0.3822)  loss_vfl_dn_2: 0.3682 (0.3664)  loss_vfl_dn_3: 0.3597 (0.3592)  loss_vfl_dn_4: 0.3591 (0.3566)  loss_vfl_dn_5: 0.3581 (0.3559)  time: 0.4762  data: 0.0138  max mem: 5654
Epoch: [54]  [2000/7393]  eta: 0:44:24  lr: 0.000010  loss: 15.9092 (15.5088)  loss_bbox: 0.1401 (0.1487)  loss_bbox_aux_0: 0.1551 (0.1613)  loss_bbox_aux_1: 0.1454 (0.1539)  loss_bbox_aux_2: 0.1435 (0.1510)  loss_bbox_aux_3: 0.1415 (0.1492)  loss_bbox_aux_4: 0.1451 (0.1487)  loss_bbox_aux_5: 0.2000 (0.1965)  loss_bbox_dn_0: 0.2558 (0.2585)  loss_bbox_dn_1: 0.1751 (0.1892)  loss_bbox_dn_2: 0.1530 (0.1688)  loss_bbox_dn_3: 0.1476 (0.1630)  loss_bbox_dn_4: 0.1471 (0.1617)  loss_bbox_dn_5: 0.1471 (0.1617)  loss_giou: 0.4603 (0.4651)  loss_giou_aux_0: 0.4624 (0.4895)  loss_giou_aux_1: 0.4662 (0.4758)  loss_giou_aux_2: 0.4562 (0.4699)  loss_giou_aux_3: 0.4494 (0.4668)  loss_giou_aux_4: 0.4577 (0.4653)  loss_giou_aux_5: 0.5271 (0.5530)  loss_giou_dn_0: 0.5695 (0.5685)  loss_giou_dn_1: 0.4489 (0.4605)  loss_giou_dn_2: 0.4130 (0.4295)  loss_giou_dn_3: 0.4050 (0.4212)  loss_giou_dn_4: 0.4023 (0.4191)  loss_giou_dn_5: 0.4024 (0.4193)  loss_vfl: 0.6469 (0.6640)  loss_vfl_aux_0: 0.7648 (0.7618)  loss_vfl_aux_1: 0.7106 (0.7156)  loss_vfl_aux_2: 0.6633 (0.6897)  loss_vfl_aux_3: 0.6633 (0.6754)  loss_vfl_aux_4: 0.6460 (0.6681)  loss_vfl_aux_5: 0.7400 (0.7493)  loss_vfl_dn_0: 0.4524 (0.4479)  loss_vfl_dn_1: 0.3742 (0.3824)  loss_vfl_dn_2: 0.3597 (0.3666)  loss_vfl_dn_3: 0.3539 (0.3594)  loss_vfl_dn_4: 0.3509 (0.3568)  loss_vfl_dn_5: 0.3507 (0.3561)  time: 0.4833  data: 0.0139  max mem: 5654
Epoch: [54]  [2100/7393]  eta: 0:43:32  lr: 0.000010  loss: 15.4669 (15.5045)  loss_bbox: 0.1451 (0.1488)  loss_bbox_aux_0: 0.1633 (0.1614)  loss_bbox_aux_1: 0.1520 (0.1540)  loss_bbox_aux_2: 0.1473 (0.1511)  loss_bbox_aux_3: 0.1479 (0.1494)  loss_bbox_aux_4: 0.1477 (0.1488)  loss_bbox_aux_5: 0.2064 (0.1967)  loss_bbox_dn_0: 0.2598 (0.2584)  loss_bbox_dn_1: 0.1855 (0.1890)  loss_bbox_dn_2: 0.1651 (0.1687)  loss_bbox_dn_3: 0.1566 (0.1629)  loss_bbox_dn_4: 0.1546 (0.1616)  loss_bbox_dn_5: 0.1546 (0.1616)  loss_giou: 0.4313 (0.4651)  loss_giou_aux_0: 0.4380 (0.4895)  loss_giou_aux_1: 0.4265 (0.4757)  loss_giou_aux_2: 0.4267 (0.4699)  loss_giou_aux_3: 0.4316 (0.4669)  loss_giou_aux_4: 0.4310 (0.4653)  loss_giou_aux_5: 0.5183 (0.5531)  loss_giou_dn_0: 0.5402 (0.5683)  loss_giou_dn_1: 0.4283 (0.4603)  loss_giou_dn_2: 0.3993 (0.4294)  loss_giou_dn_3: 0.3905 (0.4210)  loss_giou_dn_4: 0.3883 (0.4190)  loss_giou_dn_5: 0.3886 (0.4192)  loss_vfl: 0.6649 (0.6635)  loss_vfl_aux_0: 0.7372 (0.7617)  loss_vfl_aux_1: 0.7226 (0.7152)  loss_vfl_aux_2: 0.7051 (0.6893)  loss_vfl_aux_3: 0.6691 (0.6749)  loss_vfl_aux_4: 0.6742 (0.6676)  loss_vfl_aux_5: 0.7476 (0.7488)  loss_vfl_dn_0: 0.4476 (0.4479)  loss_vfl_dn_1: 0.3798 (0.3823)  loss_vfl_dn_2: 0.3660 (0.3665)  loss_vfl_dn_3: 0.3577 (0.3593)  loss_vfl_dn_4: 0.3540 (0.3567)  loss_vfl_dn_5: 0.3531 (0.3560)  time: 0.4982  data: 0.0144  max mem: 5654
Epoch: [54]  [2200/7393]  eta: 0:42:40  lr: 0.000010  loss: 14.9208 (15.5115)  loss_bbox: 0.1537 (0.1491)  loss_bbox_aux_0: 0.1621 (0.1618)  loss_bbox_aux_1: 0.1544 (0.1544)  loss_bbox_aux_2: 0.1530 (0.1514)  loss_bbox_aux_3: 0.1565 (0.1497)  loss_bbox_aux_4: 0.1519 (0.1490)  loss_bbox_aux_5: 0.1979 (0.1971)  loss_bbox_dn_0: 0.2620 (0.2588)  loss_bbox_dn_1: 0.1891 (0.1893)  loss_bbox_dn_2: 0.1734 (0.1690)  loss_bbox_dn_3: 0.1695 (0.1632)  loss_bbox_dn_4: 0.1669 (0.1618)  loss_bbox_dn_5: 0.1669 (0.1618)  loss_giou: 0.4153 (0.4656)  loss_giou_aux_0: 0.4203 (0.4901)  loss_giou_aux_1: 0.4087 (0.4764)  loss_giou_aux_2: 0.4037 (0.4704)  loss_giou_aux_3: 0.4147 (0.4674)  loss_giou_aux_4: 0.4088 (0.4658)  loss_giou_aux_5: 0.4832 (0.5536)  loss_giou_dn_0: 0.5251 (0.5685)  loss_giou_dn_1: 0.4215 (0.4605)  loss_giou_dn_2: 0.3895 (0.4296)  loss_giou_dn_3: 0.3811 (0.4212)  loss_giou_dn_4: 0.3783 (0.4192)  loss_giou_dn_5: 0.3783 (0.4194)  loss_vfl: 0.6600 (0.6632)  loss_vfl_aux_0: 0.7709 (0.7612)  loss_vfl_aux_1: 0.7066 (0.7146)  loss_vfl_aux_2: 0.6809 (0.6890)  loss_vfl_aux_3: 0.6568 (0.6745)  loss_vfl_aux_4: 0.6564 (0.6673)  loss_vfl_aux_5: 0.7566 (0.7486)  loss_vfl_dn_0: 0.4466 (0.4480)  loss_vfl_dn_1: 0.3809 (0.3823)  loss_vfl_dn_2: 0.3678 (0.3666)  loss_vfl_dn_3: 0.3633 (0.3594)  loss_vfl_dn_4: 0.3587 (0.3568)  loss_vfl_dn_5: 0.3581 (0.3561)  time: 0.4832  data: 0.0147  max mem: 5654
Epoch: [54]  [2300/7393]  eta: 0:41:48  lr: 0.000010  loss: 14.9002 (15.5022)  loss_bbox: 0.1389 (0.1490)  loss_bbox_aux_0: 0.1440 (0.1617)  loss_bbox_aux_1: 0.1404 (0.1543)  loss_bbox_aux_2: 0.1359 (0.1514)  loss_bbox_aux_3: 0.1395 (0.1497)  loss_bbox_aux_4: 0.1395 (0.1490)  loss_bbox_aux_5: 0.1861 (0.1971)  loss_bbox_dn_0: 0.2293 (0.2586)  loss_bbox_dn_1: 0.1740 (0.1893)  loss_bbox_dn_2: 0.1541 (0.1689)  loss_bbox_dn_3: 0.1485 (0.1632)  loss_bbox_dn_4: 0.1488 (0.1618)  loss_bbox_dn_5: 0.1488 (0.1618)  loss_giou: 0.3957 (0.4653)  loss_giou_aux_0: 0.4132 (0.4897)  loss_giou_aux_1: 0.3962 (0.4760)  loss_giou_aux_2: 0.4017 (0.4701)  loss_giou_aux_3: 0.3948 (0.4671)  loss_giou_aux_4: 0.3956 (0.4655)  loss_giou_aux_5: 0.4834 (0.5533)  loss_giou_dn_0: 0.5168 (0.5680)  loss_giou_dn_1: 0.4038 (0.4602)  loss_giou_dn_2: 0.3755 (0.4293)  loss_giou_dn_3: 0.3685 (0.4210)  loss_giou_dn_4: 0.3651 (0.4190)  loss_giou_dn_5: 0.3652 (0.4192)  loss_vfl: 0.6956 (0.6627)  loss_vfl_aux_0: 0.7798 (0.7606)  loss_vfl_aux_1: 0.7267 (0.7142)  loss_vfl_aux_2: 0.6918 (0.6884)  loss_vfl_aux_3: 0.6856 (0.6739)  loss_vfl_aux_4: 0.6681 (0.6667)  loss_vfl_aux_5: 0.7615 (0.7481)  loss_vfl_dn_0: 0.4396 (0.4478)  loss_vfl_dn_1: 0.3754 (0.3822)  loss_vfl_dn_2: 0.3571 (0.3665)  loss_vfl_dn_3: 0.3492 (0.3592)  loss_vfl_dn_4: 0.3460 (0.3566)  loss_vfl_dn_5: 0.3471 (0.3559)  time: 0.4995  data: 0.0138  max mem: 5654
Epoch: [54]  [2400/7393]  eta: 0:40:58  lr: 0.000010  loss: 15.1650 (15.5026)  loss_bbox: 0.1353 (0.1491)  loss_bbox_aux_0: 0.1436 (0.1617)  loss_bbox_aux_1: 0.1383 (0.1542)  loss_bbox_aux_2: 0.1326 (0.1514)  loss_bbox_aux_3: 0.1347 (0.1497)  loss_bbox_aux_4: 0.1370 (0.1491)  loss_bbox_aux_5: 0.1938 (0.1971)  loss_bbox_dn_0: 0.2556 (0.2585)  loss_bbox_dn_1: 0.1798 (0.1892)  loss_bbox_dn_2: 0.1619 (0.1688)  loss_bbox_dn_3: 0.1552 (0.1631)  loss_bbox_dn_4: 0.1532 (0.1618)  loss_bbox_dn_5: 0.1532 (0.1618)  loss_giou: 0.4134 (0.4656)  loss_giou_aux_0: 0.4592 (0.4900)  loss_giou_aux_1: 0.4172 (0.4761)  loss_giou_aux_2: 0.4207 (0.4703)  loss_giou_aux_3: 0.4182 (0.4674)  loss_giou_aux_4: 0.4134 (0.4658)  loss_giou_aux_5: 0.5141 (0.5535)  loss_giou_dn_0: 0.5622 (0.5680)  loss_giou_dn_1: 0.4446 (0.4603)  loss_giou_dn_2: 0.4099 (0.4294)  loss_giou_dn_3: 0.4042 (0.4211)  loss_giou_dn_4: 0.4034 (0.4191)  loss_giou_dn_5: 0.4033 (0.4193)  loss_vfl: 0.6612 (0.6625)  loss_vfl_aux_0: 0.7746 (0.7603)  loss_vfl_aux_1: 0.7122 (0.7141)  loss_vfl_aux_2: 0.6806 (0.6882)  loss_vfl_aux_3: 0.6687 (0.6736)  loss_vfl_aux_4: 0.6638 (0.6665)  loss_vfl_aux_5: 0.7416 (0.7478)  loss_vfl_dn_0: 0.4372 (0.4477)  loss_vfl_dn_1: 0.3739 (0.3822)  loss_vfl_dn_2: 0.3580 (0.3664)  loss_vfl_dn_3: 0.3505 (0.3592)  loss_vfl_dn_4: 0.3484 (0.3566)  loss_vfl_dn_5: 0.3489 (0.3559)  time: 0.4936  data: 0.0139  max mem: 5654
Epoch: [54]  [2500/7393]  eta: 0:40:21  lr: 0.000010  loss: 14.5659 (15.5021)  loss_bbox: 0.1347 (0.1491)  loss_bbox_aux_0: 0.1547 (0.1616)  loss_bbox_aux_1: 0.1445 (0.1542)  loss_bbox_aux_2: 0.1422 (0.1513)  loss_bbox_aux_3: 0.1394 (0.1497)  loss_bbox_aux_4: 0.1380 (0.1491)  loss_bbox_aux_5: 0.1886 (0.1971)  loss_bbox_dn_0: 0.2535 (0.2585)  loss_bbox_dn_1: 0.1712 (0.1892)  loss_bbox_dn_2: 0.1556 (0.1688)  loss_bbox_dn_3: 0.1503 (0.1631)  loss_bbox_dn_4: 0.1508 (0.1618)  loss_bbox_dn_5: 0.1508 (0.1618)  loss_giou: 0.4014 (0.4657)  loss_giou_aux_0: 0.4231 (0.4900)  loss_giou_aux_1: 0.4188 (0.4763)  loss_giou_aux_2: 0.4208 (0.4704)  loss_giou_aux_3: 0.4082 (0.4675)  loss_giou_aux_4: 0.4022 (0.4660)  loss_giou_aux_5: 0.4962 (0.5537)  loss_giou_dn_0: 0.5242 (0.5681)  loss_giou_dn_1: 0.4125 (0.4604)  loss_giou_dn_2: 0.3841 (0.4295)  loss_giou_dn_3: 0.3745 (0.4212)  loss_giou_dn_4: 0.3726 (0.4192)  loss_giou_dn_5: 0.3727 (0.4194)  loss_vfl: 0.6096 (0.6623)  loss_vfl_aux_0: 0.7132 (0.7601)  loss_vfl_aux_1: 0.6570 (0.7137)  loss_vfl_aux_2: 0.6497 (0.6883)  loss_vfl_aux_3: 0.6231 (0.6735)  loss_vfl_aux_4: 0.6084 (0.6663)  loss_vfl_aux_5: 0.7279 (0.7473)  loss_vfl_dn_0: 0.4427 (0.4477)  loss_vfl_dn_1: 0.3748 (0.3822)  loss_vfl_dn_2: 0.3556 (0.3664)  loss_vfl_dn_3: 0.3474 (0.3592)  loss_vfl_dn_4: 0.3457 (0.3566)  loss_vfl_dn_5: 0.3445 (0.3559)  time: 0.4913  data: 0.0144  max mem: 5654
Epoch: [54]  [2600/7393]  eta: 0:39:30  lr: 0.000010  loss: 15.3519 (15.4989)  loss_bbox: 0.1352 (0.1490)  loss_bbox_aux_0: 0.1434 (0.1614)  loss_bbox_aux_1: 0.1390 (0.1542)  loss_bbox_aux_2: 0.1350 (0.1512)  loss_bbox_aux_3: 0.1390 (0.1497)  loss_bbox_aux_4: 0.1339 (0.1490)  loss_bbox_aux_5: 0.1888 (0.1969)  loss_bbox_dn_0: 0.2325 (0.2584)  loss_bbox_dn_1: 0.1648 (0.1891)  loss_bbox_dn_2: 0.1369 (0.1688)  loss_bbox_dn_3: 0.1344 (0.1631)  loss_bbox_dn_4: 0.1343 (0.1617)  loss_bbox_dn_5: 0.1344 (0.1617)  loss_giou: 0.4506 (0.4652)  loss_giou_aux_0: 0.4836 (0.4894)  loss_giou_aux_1: 0.4552 (0.4758)  loss_giou_aux_2: 0.4466 (0.4698)  loss_giou_aux_3: 0.4590 (0.4670)  loss_giou_aux_4: 0.4506 (0.4655)  loss_giou_aux_5: 0.5400 (0.5532)  loss_giou_dn_0: 0.5590 (0.5677)  loss_giou_dn_1: 0.4296 (0.4600)  loss_giou_dn_2: 0.4060 (0.4292)  loss_giou_dn_3: 0.3976 (0.4209)  loss_giou_dn_4: 0.3944 (0.4189)  loss_giou_dn_5: 0.3943 (0.4191)  loss_vfl: 0.6695 (0.6627)  loss_vfl_aux_0: 0.7554 (0.7609)  loss_vfl_aux_1: 0.7111 (0.7143)  loss_vfl_aux_2: 0.6880 (0.6887)  loss_vfl_aux_3: 0.6722 (0.6737)  loss_vfl_aux_4: 0.6745 (0.6666)  loss_vfl_aux_5: 0.7496 (0.7478)  loss_vfl_dn_0: 0.4466 (0.4478)  loss_vfl_dn_1: 0.3820 (0.3822)  loss_vfl_dn_2: 0.3670 (0.3664)  loss_vfl_dn_3: 0.3588 (0.3592)  loss_vfl_dn_4: 0.3563 (0.3566)  loss_vfl_dn_5: 0.3536 (0.3559)  time: 0.4834  data: 0.0139  max mem: 5654
Epoch: [54]  [2700/7393]  eta: 0:38:39  lr: 0.000010  loss: 15.2385 (15.5027)  loss_bbox: 0.1272 (0.1489)  loss_bbox_aux_0: 0.1364 (0.1613)  loss_bbox_aux_1: 0.1351 (0.1541)  loss_bbox_aux_2: 0.1311 (0.1512)  loss_bbox_aux_3: 0.1308 (0.1497)  loss_bbox_aux_4: 0.1298 (0.1489)  loss_bbox_aux_5: 0.1813 (0.1968)  loss_bbox_dn_0: 0.1934 (0.2584)  loss_bbox_dn_1: 0.1454 (0.1891)  loss_bbox_dn_2: 0.1335 (0.1687)  loss_bbox_dn_3: 0.1281 (0.1630)  loss_bbox_dn_4: 0.1279 (0.1616)  loss_bbox_dn_5: 0.1279 (0.1616)  loss_giou: 0.4726 (0.4654)  loss_giou_aux_0: 0.5035 (0.4895)  loss_giou_aux_1: 0.4888 (0.4758)  loss_giou_aux_2: 0.4625 (0.4700)  loss_giou_aux_3: 0.4672 (0.4672)  loss_giou_aux_4: 0.4709 (0.4656)  loss_giou_aux_5: 0.5715 (0.5532)  loss_giou_dn_0: 0.5843 (0.5678)  loss_giou_dn_1: 0.4855 (0.4602)  loss_giou_dn_2: 0.4594 (0.4293)  loss_giou_dn_3: 0.4545 (0.4210)  loss_giou_dn_4: 0.4520 (0.4190)  loss_giou_dn_5: 0.4521 (0.4192)  loss_vfl: 0.6417 (0.6629)  loss_vfl_aux_0: 0.7381 (0.7613)  loss_vfl_aux_1: 0.7357 (0.7152)  loss_vfl_aux_2: 0.6796 (0.6893)  loss_vfl_aux_3: 0.6420 (0.6739)  loss_vfl_aux_4: 0.6481 (0.6669)  loss_vfl_aux_5: 0.7182 (0.7482)  loss_vfl_dn_0: 0.4557 (0.4478)  loss_vfl_dn_1: 0.3894 (0.3823)  loss_vfl_dn_2: 0.3749 (0.3664)  loss_vfl_dn_3: 0.3684 (0.3592)  loss_vfl_dn_4: 0.3644 (0.3566)  loss_vfl_dn_5: 0.3651 (0.3559)  time: 0.4941  data: 0.0140  max mem: 5654
Epoch: [54]  [2800/7393]  eta: 0:37:49  lr: 0.000010  loss: 14.9750 (15.5007)  loss_bbox: 0.1470 (0.1489)  loss_bbox_aux_0: 0.1519 (0.1612)  loss_bbox_aux_1: 0.1555 (0.1539)  loss_bbox_aux_2: 0.1469 (0.1510)  loss_bbox_aux_3: 0.1481 (0.1496)  loss_bbox_aux_4: 0.1478 (0.1488)  loss_bbox_aux_5: 0.1985 (0.1968)  loss_bbox_dn_0: 0.2468 (0.2585)  loss_bbox_dn_1: 0.1819 (0.1891)  loss_bbox_dn_2: 0.1597 (0.1687)  loss_bbox_dn_3: 0.1578 (0.1630)  loss_bbox_dn_4: 0.1573 (0.1616)  loss_bbox_dn_5: 0.1573 (0.1616)  loss_giou: 0.4199 (0.4655)  loss_giou_aux_0: 0.4383 (0.4894)  loss_giou_aux_1: 0.4168 (0.4758)  loss_giou_aux_2: 0.4316 (0.4700)  loss_giou_aux_3: 0.4350 (0.4674)  loss_giou_aux_4: 0.4203 (0.4657)  loss_giou_aux_5: 0.4932 (0.5532)  loss_giou_dn_0: 0.5439 (0.5678)  loss_giou_dn_1: 0.4291 (0.4601)  loss_giou_dn_2: 0.3970 (0.4292)  loss_giou_dn_3: 0.3880 (0.4210)  loss_giou_dn_4: 0.3867 (0.4190)  loss_giou_dn_5: 0.3867 (0.4192)  loss_vfl: 0.6352 (0.6627)  loss_vfl_aux_0: 0.7479 (0.7615)  loss_vfl_aux_1: 0.7035 (0.7152)  loss_vfl_aux_2: 0.6884 (0.6892)  loss_vfl_aux_3: 0.6480 (0.6737)  loss_vfl_aux_4: 0.6500 (0.6667)  loss_vfl_aux_5: 0.7500 (0.7480)  loss_vfl_dn_0: 0.4441 (0.4478)  loss_vfl_dn_1: 0.3776 (0.3822)  loss_vfl_dn_2: 0.3631 (0.3663)  loss_vfl_dn_3: 0.3539 (0.3591)  loss_vfl_dn_4: 0.3533 (0.3565)  loss_vfl_dn_5: 0.3516 (0.3558)  time: 0.4875  data: 0.0136  max mem: 5654
Epoch: [54]  [2900/7393]  eta: 0:36:58  lr: 0.000010  loss: 15.0814 (15.5042)  loss_bbox: 0.1596 (0.1491)  loss_bbox_aux_0: 0.1591 (0.1614)  loss_bbox_aux_1: 0.1580 (0.1541)  loss_bbox_aux_2: 0.1563 (0.1512)  loss_bbox_aux_3: 0.1572 (0.1498)  loss_bbox_aux_4: 0.1598 (0.1491)  loss_bbox_aux_5: 0.2152 (0.1971)  loss_bbox_dn_0: 0.2727 (0.2590)  loss_bbox_dn_1: 0.2156 (0.1895)  loss_bbox_dn_2: 0.1900 (0.1690)  loss_bbox_dn_3: 0.1768 (0.1633)  loss_bbox_dn_4: 0.1726 (0.1619)  loss_bbox_dn_5: 0.1726 (0.1619)  loss_giou: 0.4486 (0.4655)  loss_giou_aux_0: 0.4664 (0.4892)  loss_giou_aux_1: 0.4554 (0.4757)  loss_giou_aux_2: 0.4486 (0.4699)  loss_giou_aux_3: 0.4489 (0.4673)  loss_giou_aux_4: 0.4461 (0.4657)  loss_giou_aux_5: 0.5315 (0.5530)  loss_giou_dn_0: 0.5437 (0.5678)  loss_giou_dn_1: 0.4499 (0.4601)  loss_giou_dn_2: 0.4130 (0.4292)  loss_giou_dn_3: 0.4073 (0.4209)  loss_giou_dn_4: 0.4053 (0.4189)  loss_giou_dn_5: 0.4056 (0.4191)  loss_vfl: 0.6231 (0.6626)  loss_vfl_aux_0: 0.7510 (0.7617)  loss_vfl_aux_1: 0.7057 (0.7153)  loss_vfl_aux_2: 0.6714 (0.6893)  loss_vfl_aux_3: 0.6412 (0.6738)  loss_vfl_aux_4: 0.6288 (0.6666)  loss_vfl_aux_5: 0.7306 (0.7482)  loss_vfl_dn_0: 0.4550 (0.4478)  loss_vfl_dn_1: 0.3841 (0.3822)  loss_vfl_dn_2: 0.3676 (0.3663)  loss_vfl_dn_3: 0.3580 (0.3591)  loss_vfl_dn_4: 0.3548 (0.3565)  loss_vfl_dn_5: 0.3546 (0.3558)  time: 0.4895  data: 0.0142  max mem: 5654
Epoch: [54]  [3000/7393]  eta: 0:36:08  lr: 0.000010  loss: 14.6620 (15.4963)  loss_bbox: 0.1328 (0.1491)  loss_bbox_aux_0: 0.1455 (0.1613)  loss_bbox_aux_1: 0.1351 (0.1540)  loss_bbox_aux_2: 0.1353 (0.1511)  loss_bbox_aux_3: 0.1344 (0.1497)  loss_bbox_aux_4: 0.1336 (0.1490)  loss_bbox_aux_5: 0.1884 (0.1971)  loss_bbox_dn_0: 0.2408 (0.2590)  loss_bbox_dn_1: 0.1623 (0.1894)  loss_bbox_dn_2: 0.1430 (0.1690)  loss_bbox_dn_3: 0.1372 (0.1632)  loss_bbox_dn_4: 0.1356 (0.1618)  loss_bbox_dn_5: 0.1357 (0.1618)  loss_giou: 0.4412 (0.4650)  loss_giou_aux_0: 0.4505 (0.4888)  loss_giou_aux_1: 0.4388 (0.4753)  loss_giou_aux_2: 0.4356 (0.4694)  loss_giou_aux_3: 0.4381 (0.4668)  loss_giou_aux_4: 0.4425 (0.4653)  loss_giou_aux_5: 0.5179 (0.5527)  loss_giou_dn_0: 0.5358 (0.5675)  loss_giou_dn_1: 0.4430 (0.4598)  loss_giou_dn_2: 0.4055 (0.4290)  loss_giou_dn_3: 0.3984 (0.4207)  loss_giou_dn_4: 0.3978 (0.4186)  loss_giou_dn_5: 0.3978 (0.4188)  loss_vfl: 0.6466 (0.6623)  loss_vfl_aux_0: 0.7192 (0.7612)  loss_vfl_aux_1: 0.6870 (0.7152)  loss_vfl_aux_2: 0.6602 (0.6890)  loss_vfl_aux_3: 0.6562 (0.6737)  loss_vfl_aux_4: 0.6427 (0.6662)  loss_vfl_aux_5: 0.7273 (0.7480)  loss_vfl_dn_0: 0.4440 (0.4478)  loss_vfl_dn_1: 0.3752 (0.3821)  loss_vfl_dn_2: 0.3631 (0.3663)  loss_vfl_dn_3: 0.3565 (0.3590)  loss_vfl_dn_4: 0.3522 (0.3564)  loss_vfl_dn_5: 0.3490 (0.3557)  time: 0.4889  data: 0.0142  max mem: 5654
Epoch: [54]  [3100/7393]  eta: 0:35:17  lr: 0.000010  loss: 15.9457 (15.5031)  loss_bbox: 0.1654 (0.1491)  loss_bbox_aux_0: 0.1660 (0.1613)  loss_bbox_aux_1: 0.1629 (0.1541)  loss_bbox_aux_2: 0.1706 (0.1512)  loss_bbox_aux_3: 0.1617 (0.1498)  loss_bbox_aux_4: 0.1643 (0.1491)  loss_bbox_aux_5: 0.2022 (0.1971)  loss_bbox_dn_0: 0.2750 (0.2590)  loss_bbox_dn_1: 0.2065 (0.1895)  loss_bbox_dn_2: 0.1860 (0.1690)  loss_bbox_dn_3: 0.1796 (0.1633)  loss_bbox_dn_4: 0.1770 (0.1619)  loss_bbox_dn_5: 0.1770 (0.1619)  loss_giou: 0.4272 (0.4654)  loss_giou_aux_0: 0.4347 (0.4890)  loss_giou_aux_1: 0.4353 (0.4755)  loss_giou_aux_2: 0.4295 (0.4697)  loss_giou_aux_3: 0.4327 (0.4671)  loss_giou_aux_4: 0.4323 (0.4656)  loss_giou_aux_5: 0.5035 (0.5529)  loss_giou_dn_0: 0.5395 (0.5678)  loss_giou_dn_1: 0.4403 (0.4601)  loss_giou_dn_2: 0.4121 (0.4292)  loss_giou_dn_3: 0.4016 (0.4209)  loss_giou_dn_4: 0.4013 (0.4189)  loss_giou_dn_5: 0.4017 (0.4191)  loss_vfl: 0.6564 (0.6625)  loss_vfl_aux_0: 0.7625 (0.7616)  loss_vfl_aux_1: 0.6959 (0.7154)  loss_vfl_aux_2: 0.6869 (0.6893)  loss_vfl_aux_3: 0.6827 (0.6740)  loss_vfl_aux_4: 0.6776 (0.6664)  loss_vfl_aux_5: 0.7288 (0.7482)  loss_vfl_dn_0: 0.4567 (0.4479)  loss_vfl_dn_1: 0.3855 (0.3823)  loss_vfl_dn_2: 0.3748 (0.3664)  loss_vfl_dn_3: 0.3623 (0.3592)  loss_vfl_dn_4: 0.3621 (0.3566)  loss_vfl_dn_5: 0.3605 (0.3559)  time: 0.4788  data: 0.0142  max mem: 5654
Epoch: [54]  [3200/7393]  eta: 0:34:26  lr: 0.000010  loss: 16.2111 (15.5075)  loss_bbox: 0.1349 (0.1491)  loss_bbox_aux_0: 0.1511 (0.1613)  loss_bbox_aux_1: 0.1516 (0.1541)  loss_bbox_aux_2: 0.1487 (0.1512)  loss_bbox_aux_3: 0.1409 (0.1498)  loss_bbox_aux_4: 0.1415 (0.1490)  loss_bbox_aux_5: 0.1943 (0.1973)  loss_bbox_dn_0: 0.2631 (0.2591)  loss_bbox_dn_1: 0.1916 (0.1895)  loss_bbox_dn_2: 0.1758 (0.1691)  loss_bbox_dn_3: 0.1635 (0.1633)  loss_bbox_dn_4: 0.1628 (0.1619)  loss_bbox_dn_5: 0.1628 (0.1619)  loss_giou: 0.4947 (0.4657)  loss_giou_aux_0: 0.5247 (0.4894)  loss_giou_aux_1: 0.5001 (0.4760)  loss_giou_aux_2: 0.5054 (0.4701)  loss_giou_aux_3: 0.4996 (0.4674)  loss_giou_aux_4: 0.4997 (0.4659)  loss_giou_aux_5: 0.5938 (0.5534)  loss_giou_dn_0: 0.6026 (0.5681)  loss_giou_dn_1: 0.4961 (0.4604)  loss_giou_dn_2: 0.4652 (0.4294)  loss_giou_dn_3: 0.4582 (0.4212)  loss_giou_dn_4: 0.4580 (0.4191)  loss_giou_dn_5: 0.4583 (0.4193)  loss_vfl: 0.6513 (0.6625)  loss_vfl_aux_0: 0.7401 (0.7615)  loss_vfl_aux_1: 0.7107 (0.7154)  loss_vfl_aux_2: 0.6666 (0.6893)  loss_vfl_aux_3: 0.6676 (0.6741)  loss_vfl_aux_4: 0.6519 (0.6665)  loss_vfl_aux_5: 0.7320 (0.7482)  loss_vfl_dn_0: 0.4444 (0.4479)  loss_vfl_dn_1: 0.3868 (0.3822)  loss_vfl_dn_2: 0.3736 (0.3664)  loss_vfl_dn_3: 0.3682 (0.3591)  loss_vfl_dn_4: 0.3661 (0.3566)  loss_vfl_dn_5: 0.3674 (0.3558)  time: 0.4751  data: 0.0140  max mem: 5654
Epoch: [54]  [3300/7393]  eta: 0:33:35  lr: 0.000010  loss: 15.3452 (15.5050)  loss_bbox: 0.1271 (0.1490)  loss_bbox_aux_0: 0.1410 (0.1613)  loss_bbox_aux_1: 0.1387 (0.1540)  loss_bbox_aux_2: 0.1338 (0.1512)  loss_bbox_aux_3: 0.1292 (0.1498)  loss_bbox_aux_4: 0.1283 (0.1490)  loss_bbox_aux_5: 0.1720 (0.1973)  loss_bbox_dn_0: 0.2224 (0.2589)  loss_bbox_dn_1: 0.1593 (0.1893)  loss_bbox_dn_2: 0.1427 (0.1689)  loss_bbox_dn_3: 0.1341 (0.1632)  loss_bbox_dn_4: 0.1326 (0.1618)  loss_bbox_dn_5: 0.1327 (0.1618)  loss_giou: 0.4906 (0.4657)  loss_giou_aux_0: 0.5165 (0.4894)  loss_giou_aux_1: 0.5091 (0.4760)  loss_giou_aux_2: 0.4948 (0.4701)  loss_giou_aux_3: 0.4975 (0.4674)  loss_giou_aux_4: 0.4898 (0.4660)  loss_giou_aux_5: 0.5838 (0.5534)  loss_giou_dn_0: 0.5762 (0.5679)  loss_giou_dn_1: 0.4727 (0.4603)  loss_giou_dn_2: 0.4409 (0.4294)  loss_giou_dn_3: 0.4345 (0.4211)  loss_giou_dn_4: 0.4316 (0.4191)  loss_giou_dn_5: 0.4326 (0.4193)  loss_vfl: 0.6449 (0.6625)  loss_vfl_aux_0: 0.7344 (0.7614)  loss_vfl_aux_1: 0.6860 (0.7153)  loss_vfl_aux_2: 0.6591 (0.6891)  loss_vfl_aux_3: 0.6457 (0.6740)  loss_vfl_aux_4: 0.6474 (0.6664)  loss_vfl_aux_5: 0.7314 (0.7479)  loss_vfl_dn_0: 0.4459 (0.4479)  loss_vfl_dn_1: 0.3812 (0.3822)  loss_vfl_dn_2: 0.3678 (0.3664)  loss_vfl_dn_3: 0.3593 (0.3591)  loss_vfl_dn_4: 0.3564 (0.3565)  loss_vfl_dn_5: 0.3564 (0.3558)  time: 0.4846  data: 0.0140  max mem: 5654
Epoch: [54]  [3400/7393]  eta: 0:32:46  lr: 0.000010  loss: 15.8565 (15.5092)  loss_bbox: 0.1498 (0.1491)  loss_bbox_aux_0: 0.1657 (0.1613)  loss_bbox_aux_1: 0.1501 (0.1540)  loss_bbox_aux_2: 0.1481 (0.1512)  loss_bbox_aux_3: 0.1518 (0.1499)  loss_bbox_aux_4: 0.1495 (0.1491)  loss_bbox_aux_5: 0.1925 (0.1973)  loss_bbox_dn_0: 0.2402 (0.2590)  loss_bbox_dn_1: 0.1816 (0.1894)  loss_bbox_dn_2: 0.1628 (0.1689)  loss_bbox_dn_3: 0.1579 (0.1632)  loss_bbox_dn_4: 0.1537 (0.1618)  loss_bbox_dn_5: 0.1537 (0.1618)  loss_giou: 0.4695 (0.4659)  loss_giou_aux_0: 0.4876 (0.4895)  loss_giou_aux_1: 0.4839 (0.4761)  loss_giou_aux_2: 0.4784 (0.4703)  loss_giou_aux_3: 0.4698 (0.4676)  loss_giou_aux_4: 0.4738 (0.4661)  loss_giou_aux_5: 0.5720 (0.5535)  loss_giou_dn_0: 0.6009 (0.5681)  loss_giou_dn_1: 0.5038 (0.4604)  loss_giou_dn_2: 0.4596 (0.4294)  loss_giou_dn_3: 0.4512 (0.4212)  loss_giou_dn_4: 0.4477 (0.4192)  loss_giou_dn_5: 0.4489 (0.4194)  loss_vfl: 0.6543 (0.6627)  loss_vfl_aux_0: 0.7311 (0.7617)  loss_vfl_aux_1: 0.6924 (0.7156)  loss_vfl_aux_2: 0.6820 (0.6893)  loss_vfl_aux_3: 0.6579 (0.6741)  loss_vfl_aux_4: 0.6584 (0.6665)  loss_vfl_aux_5: 0.7155 (0.7482)  loss_vfl_dn_0: 0.4467 (0.4479)  loss_vfl_dn_1: 0.3827 (0.3823)  loss_vfl_dn_2: 0.3668 (0.3664)  loss_vfl_dn_3: 0.3606 (0.3592)  loss_vfl_dn_4: 0.3566 (0.3566)  loss_vfl_dn_5: 0.3562 (0.3559)  time: 0.4976  data: 0.0145  max mem: 5654
Epoch: [54]  [3500/7393]  eta: 0:31:56  lr: 0.000010  loss: 15.4165 (15.5048)  loss_bbox: 0.1421 (0.1491)  loss_bbox_aux_0: 0.1567 (0.1613)  loss_bbox_aux_1: 0.1562 (0.1541)  loss_bbox_aux_2: 0.1450 (0.1513)  loss_bbox_aux_3: 0.1416 (0.1499)  loss_bbox_aux_4: 0.1403 (0.1491)  loss_bbox_aux_5: 0.1850 (0.1973)  loss_bbox_dn_0: 0.2495 (0.2590)  loss_bbox_dn_1: 0.1845 (0.1893)  loss_bbox_dn_2: 0.1615 (0.1688)  loss_bbox_dn_3: 0.1572 (0.1631)  loss_bbox_dn_4: 0.1582 (0.1617)  loss_bbox_dn_5: 0.1582 (0.1617)  loss_giou: 0.4648 (0.4656)  loss_giou_aux_0: 0.4581 (0.4892)  loss_giou_aux_1: 0.4457 (0.4759)  loss_giou_aux_2: 0.4469 (0.4700)  loss_giou_aux_3: 0.4568 (0.4673)  loss_giou_aux_4: 0.4639 (0.4659)  loss_giou_aux_5: 0.5217 (0.5533)  loss_giou_dn_0: 0.5804 (0.5680)  loss_giou_dn_1: 0.4587 (0.4603)  loss_giou_dn_2: 0.4236 (0.4293)  loss_giou_dn_3: 0.4106 (0.4210)  loss_giou_dn_4: 0.4072 (0.4190)  loss_giou_dn_5: 0.4072 (0.4192)  loss_vfl: 0.6478 (0.6625)  loss_vfl_aux_0: 0.7630 (0.7616)  loss_vfl_aux_1: 0.7045 (0.7154)  loss_vfl_aux_2: 0.6643 (0.6891)  loss_vfl_aux_3: 0.6623 (0.6738)  loss_vfl_aux_4: 0.6524 (0.6663)  loss_vfl_aux_5: 0.7488 (0.7482)  loss_vfl_dn_0: 0.4481 (0.4479)  loss_vfl_dn_1: 0.3839 (0.3822)  loss_vfl_dn_2: 0.3647 (0.3664)  loss_vfl_dn_3: 0.3583 (0.3592)  loss_vfl_dn_4: 0.3546 (0.3566)  loss_vfl_dn_5: 0.3542 (0.3559)  time: 0.4785  data: 0.0139  max mem: 5654
Epoch: [54]  [3600/7393]  eta: 0:31:05  lr: 0.000010  loss: 14.9999 (15.4991)  loss_bbox: 0.1291 (0.1490)  loss_bbox_aux_0: 0.1466 (0.1612)  loss_bbox_aux_1: 0.1400 (0.1540)  loss_bbox_aux_2: 0.1328 (0.1512)  loss_bbox_aux_3: 0.1326 (0.1498)  loss_bbox_aux_4: 0.1288 (0.1491)  loss_bbox_aux_5: 0.1863 (0.1973)  loss_bbox_dn_0: 0.2468 (0.2589)  loss_bbox_dn_1: 0.1758 (0.1892)  loss_bbox_dn_2: 0.1492 (0.1687)  loss_bbox_dn_3: 0.1445 (0.1630)  loss_bbox_dn_4: 0.1412 (0.1616)  loss_bbox_dn_5: 0.1412 (0.1616)  loss_giou: 0.4199 (0.4654)  loss_giou_aux_0: 0.4321 (0.4890)  loss_giou_aux_1: 0.4327 (0.4757)  loss_giou_aux_2: 0.4270 (0.4699)  loss_giou_aux_3: 0.4281 (0.4672)  loss_giou_aux_4: 0.4201 (0.4657)  loss_giou_aux_5: 0.5001 (0.5532)  loss_giou_dn_0: 0.5463 (0.5679)  loss_giou_dn_1: 0.4320 (0.4601)  loss_giou_dn_2: 0.4042 (0.4291)  loss_giou_dn_3: 0.3967 (0.4209)  loss_giou_dn_4: 0.3941 (0.4188)  loss_giou_dn_5: 0.3942 (0.4190)  loss_vfl: 0.6359 (0.6623)  loss_vfl_aux_0: 0.7360 (0.7613)  loss_vfl_aux_1: 0.6808 (0.7151)  loss_vfl_aux_2: 0.6712 (0.6888)  loss_vfl_aux_3: 0.6460 (0.6737)  loss_vfl_aux_4: 0.6453 (0.6661)  loss_vfl_aux_5: 0.7407 (0.7479)  loss_vfl_dn_0: 0.4482 (0.4478)  loss_vfl_dn_1: 0.3819 (0.3821)  loss_vfl_dn_2: 0.3631 (0.3663)  loss_vfl_dn_3: 0.3569 (0.3590)  loss_vfl_dn_4: 0.3538 (0.3565)  loss_vfl_dn_5: 0.3515 (0.3557)  time: 0.4884  data: 0.0141  max mem: 5654
Epoch: [54]  [3700/7393]  eta: 0:30:21  lr: 0.000010  loss: 15.5010 (15.4920)  loss_bbox: 0.1527 (0.1489)  loss_bbox_aux_0: 0.1653 (0.1611)  loss_bbox_aux_1: 0.1675 (0.1539)  loss_bbox_aux_2: 0.1573 (0.1511)  loss_bbox_aux_3: 0.1579 (0.1497)  loss_bbox_aux_4: 0.1547 (0.1490)  loss_bbox_aux_5: 0.2094 (0.1972)  loss_bbox_dn_0: 0.2651 (0.2588)  loss_bbox_dn_1: 0.1918 (0.1891)  loss_bbox_dn_2: 0.1758 (0.1686)  loss_bbox_dn_3: 0.1700 (0.1628)  loss_bbox_dn_4: 0.1693 (0.1614)  loss_bbox_dn_5: 0.1693 (0.1614)  loss_giou: 0.4283 (0.4651)  loss_giou_aux_0: 0.4621 (0.4887)  loss_giou_aux_1: 0.4389 (0.4755)  loss_giou_aux_2: 0.4357 (0.4696)  loss_giou_aux_3: 0.4329 (0.4669)  loss_giou_aux_4: 0.4343 (0.4655)  loss_giou_aux_5: 0.5170 (0.5528)  loss_giou_dn_0: 0.5407 (0.5675)  loss_giou_dn_1: 0.4348 (0.4598)  loss_giou_dn_2: 0.4096 (0.4288)  loss_giou_dn_3: 0.4000 (0.4206)  loss_giou_dn_4: 0.3969 (0.4185)  loss_giou_dn_5: 0.3969 (0.4187)  loss_vfl: 0.6614 (0.6622)  loss_vfl_aux_0: 0.7694 (0.7611)  loss_vfl_aux_1: 0.7188 (0.7148)  loss_vfl_aux_2: 0.6770 (0.6886)  loss_vfl_aux_3: 0.6608 (0.6735)  loss_vfl_aux_4: 0.6638 (0.6659)  loss_vfl_aux_5: 0.7496 (0.7478)  loss_vfl_dn_0: 0.4435 (0.4477)  loss_vfl_dn_1: 0.3703 (0.3820)  loss_vfl_dn_2: 0.3559 (0.3662)  loss_vfl_dn_3: 0.3485 (0.3589)  loss_vfl_dn_4: 0.3473 (0.3563)  loss_vfl_dn_5: 0.3487 (0.3556)  time: 0.7634  data: 0.0140  max mem: 5654
Epoch: [54]  [3800/7393]  eta: 0:29:31  lr: 0.000010  loss: 15.3491 (15.4898)  loss_bbox: 0.1425 (0.1489)  loss_bbox_aux_0: 0.1554 (0.1611)  loss_bbox_aux_1: 0.1509 (0.1539)  loss_bbox_aux_2: 0.1437 (0.1511)  loss_bbox_aux_3: 0.1453 (0.1497)  loss_bbox_aux_4: 0.1471 (0.1490)  loss_bbox_aux_5: 0.1948 (0.1972)  loss_bbox_dn_0: 0.2564 (0.2588)  loss_bbox_dn_1: 0.1882 (0.1890)  loss_bbox_dn_2: 0.1697 (0.1686)  loss_bbox_dn_3: 0.1667 (0.1629)  loss_bbox_dn_4: 0.1655 (0.1614)  loss_bbox_dn_5: 0.1655 (0.1614)  loss_giou: 0.4334 (0.4649)  loss_giou_aux_0: 0.4559 (0.4884)  loss_giou_aux_1: 0.4355 (0.4752)  loss_giou_aux_2: 0.4363 (0.4694)  loss_giou_aux_3: 0.4324 (0.4666)  loss_giou_aux_4: 0.4425 (0.4652)  loss_giou_aux_5: 0.5124 (0.5525)  loss_giou_dn_0: 0.5547 (0.5673)  loss_giou_dn_1: 0.4479 (0.4596)  loss_giou_dn_2: 0.4151 (0.4286)  loss_giou_dn_3: 0.4095 (0.4204)  loss_giou_dn_4: 0.4044 (0.4184)  loss_giou_dn_5: 0.4048 (0.4185)  loss_vfl: 0.6820 (0.6624)  loss_vfl_aux_0: 0.7962 (0.7614)  loss_vfl_aux_1: 0.7280 (0.7150)  loss_vfl_aux_2: 0.7059 (0.6887)  loss_vfl_aux_3: 0.6970 (0.6737)  loss_vfl_aux_4: 0.6766 (0.6661)  loss_vfl_aux_5: 0.7728 (0.7479)  loss_vfl_dn_0: 0.4475 (0.4477)  loss_vfl_dn_1: 0.3793 (0.3820)  loss_vfl_dn_2: 0.3627 (0.3661)  loss_vfl_dn_3: 0.3570 (0.3589)  loss_vfl_dn_4: 0.3558 (0.3563)  loss_vfl_dn_5: 0.3545 (0.3556)  time: 0.4843  data: 0.0138  max mem: 5654
Epoch: [54]  [3900/7393]  eta: 0:28:47  lr: 0.000010  loss: 15.5151 (15.4894)  loss_bbox: 0.1540 (0.1490)  loss_bbox_aux_0: 0.1790 (0.1611)  loss_bbox_aux_1: 0.1671 (0.1540)  loss_bbox_aux_2: 0.1588 (0.1511)  loss_bbox_aux_3: 0.1568 (0.1498)  loss_bbox_aux_4: 0.1600 (0.1490)  loss_bbox_aux_5: 0.1941 (0.1973)  loss_bbox_dn_0: 0.2860 (0.2588)  loss_bbox_dn_1: 0.1910 (0.1891)  loss_bbox_dn_2: 0.1591 (0.1686)  loss_bbox_dn_3: 0.1458 (0.1629)  loss_bbox_dn_4: 0.1433 (0.1615)  loss_bbox_dn_5: 0.1434 (0.1615)  loss_giou: 0.4186 (0.4646)  loss_giou_aux_0: 0.4477 (0.4881)  loss_giou_aux_1: 0.4356 (0.4750)  loss_giou_aux_2: 0.4307 (0.4692)  loss_giou_aux_3: 0.4172 (0.4664)  loss_giou_aux_4: 0.4198 (0.4650)  loss_giou_aux_5: 0.5368 (0.5522)  loss_giou_dn_0: 0.5542 (0.5672)  loss_giou_dn_1: 0.4485 (0.4594)  loss_giou_dn_2: 0.4274 (0.4285)  loss_giou_dn_3: 0.4150 (0.4203)  loss_giou_dn_4: 0.4120 (0.4182)  loss_giou_dn_5: 0.4123 (0.4184)  loss_vfl: 0.6575 (0.6626)  loss_vfl_aux_0: 0.7728 (0.7617)  loss_vfl_aux_1: 0.7135 (0.7151)  loss_vfl_aux_2: 0.6659 (0.6890)  loss_vfl_aux_3: 0.6543 (0.6738)  loss_vfl_aux_4: 0.6614 (0.6663)  loss_vfl_aux_5: 0.7547 (0.7483)  loss_vfl_dn_0: 0.4565 (0.4477)  loss_vfl_dn_1: 0.3847 (0.3819)  loss_vfl_dn_2: 0.3651 (0.3661)  loss_vfl_dn_3: 0.3602 (0.3589)  loss_vfl_dn_4: 0.3579 (0.3563)  loss_vfl_dn_5: 0.3572 (0.3556)  time: 0.4750  data: 0.0145  max mem: 5654
Epoch: [54]  [4000/7393]  eta: 0:27:56  lr: 0.000010  loss: 15.6257 (15.4902)  loss_bbox: 0.1380 (0.1489)  loss_bbox_aux_0: 0.1567 (0.1611)  loss_bbox_aux_1: 0.1404 (0.1539)  loss_bbox_aux_2: 0.1359 (0.1511)  loss_bbox_aux_3: 0.1419 (0.1498)  loss_bbox_aux_4: 0.1409 (0.1490)  loss_bbox_aux_5: 0.1866 (0.1972)  loss_bbox_dn_0: 0.2458 (0.2588)  loss_bbox_dn_1: 0.1867 (0.1891)  loss_bbox_dn_2: 0.1731 (0.1686)  loss_bbox_dn_3: 0.1674 (0.1629)  loss_bbox_dn_4: 0.1671 (0.1615)  loss_bbox_dn_5: 0.1667 (0.1615)  loss_giou: 0.4703 (0.4648)  loss_giou_aux_0: 0.5043 (0.4883)  loss_giou_aux_1: 0.4871 (0.4751)  loss_giou_aux_2: 0.4809 (0.4693)  loss_giou_aux_3: 0.4773 (0.4667)  loss_giou_aux_4: 0.4656 (0.4652)  loss_giou_aux_5: 0.5581 (0.5523)  loss_giou_dn_0: 0.5574 (0.5673)  loss_giou_dn_1: 0.4439 (0.4596)  loss_giou_dn_2: 0.4189 (0.4286)  loss_giou_dn_3: 0.4082 (0.4204)  loss_giou_dn_4: 0.4075 (0.4183)  loss_giou_dn_5: 0.4076 (0.4185)  loss_vfl: 0.6666 (0.6624)  loss_vfl_aux_0: 0.7625 (0.7616)  loss_vfl_aux_1: 0.7050 (0.7152)  loss_vfl_aux_2: 0.6792 (0.6889)  loss_vfl_aux_3: 0.6662 (0.6734)  loss_vfl_aux_4: 0.6714 (0.6661)  loss_vfl_aux_5: 0.7611 (0.7483)  loss_vfl_dn_0: 0.4517 (0.4477)  loss_vfl_dn_1: 0.3824 (0.3819)  loss_vfl_dn_2: 0.3648 (0.3661)  loss_vfl_dn_3: 0.3596 (0.3589)  loss_vfl_dn_4: 0.3574 (0.3563)  loss_vfl_dn_5: 0.3557 (0.3556)  time: 0.4861  data: 0.0136  max mem: 5654
Epoch: [54]  [4100/7393]  eta: 0:27:06  lr: 0.000010  loss: 15.5315 (15.4926)  loss_bbox: 0.1529 (0.1492)  loss_bbox_aux_0: 0.1571 (0.1612)  loss_bbox_aux_1: 0.1480 (0.1540)  loss_bbox_aux_2: 0.1542 (0.1512)  loss_bbox_aux_3: 0.1498 (0.1500)  loss_bbox_aux_4: 0.1516 (0.1492)  loss_bbox_aux_5: 0.1945 (0.1973)  loss_bbox_dn_0: 0.2594 (0.2590)  loss_bbox_dn_1: 0.1921 (0.1892)  loss_bbox_dn_2: 0.1707 (0.1688)  loss_bbox_dn_3: 0.1619 (0.1631)  loss_bbox_dn_4: 0.1605 (0.1616)  loss_bbox_dn_5: 0.1606 (0.1617)  loss_giou: 0.4373 (0.4653)  loss_giou_aux_0: 0.4516 (0.4884)  loss_giou_aux_1: 0.4256 (0.4753)  loss_giou_aux_2: 0.4167 (0.4696)  loss_giou_aux_3: 0.4334 (0.4672)  loss_giou_aux_4: 0.4364 (0.4657)  loss_giou_aux_5: 0.5299 (0.5524)  loss_giou_dn_0: 0.5519 (0.5675)  loss_giou_dn_1: 0.4427 (0.4597)  loss_giou_dn_2: 0.4239 (0.4288)  loss_giou_dn_3: 0.4134 (0.4206)  loss_giou_dn_4: 0.4130 (0.4185)  loss_giou_dn_5: 0.4132 (0.4187)  loss_vfl: 0.6375 (0.6618)  loss_vfl_aux_0: 0.7758 (0.7614)  loss_vfl_aux_1: 0.7314 (0.7149)  loss_vfl_aux_2: 0.6924 (0.6886)  loss_vfl_aux_3: 0.6523 (0.6729)  loss_vfl_aux_4: 0.6473 (0.6654)  loss_vfl_aux_5: 0.7325 (0.7480)  loss_vfl_dn_0: 0.4447 (0.4476)  loss_vfl_dn_1: 0.3829 (0.3819)  loss_vfl_dn_2: 0.3664 (0.3661)  loss_vfl_dn_3: 0.3614 (0.3589)  loss_vfl_dn_4: 0.3606 (0.3563)  loss_vfl_dn_5: 0.3603 (0.3556)  time: 0.4733  data: 0.0139  max mem: 5654
Epoch: [54]  [4200/7393]  eta: 0:26:15  lr: 0.000010  loss: 15.0514 (15.4955)  loss_bbox: 0.1525 (0.1492)  loss_bbox_aux_0: 0.1631 (0.1611)  loss_bbox_aux_1: 0.1513 (0.1540)  loss_bbox_aux_2: 0.1524 (0.1513)  loss_bbox_aux_3: 0.1527 (0.1500)  loss_bbox_aux_4: 0.1532 (0.1493)  loss_bbox_aux_5: 0.1969 (0.1973)  loss_bbox_dn_0: 0.2648 (0.2590)  loss_bbox_dn_1: 0.1891 (0.1892)  loss_bbox_dn_2: 0.1824 (0.1688)  loss_bbox_dn_3: 0.1757 (0.1631)  loss_bbox_dn_4: 0.1715 (0.1617)  loss_bbox_dn_5: 0.1715 (0.1617)  loss_giou: 0.4385 (0.4656)  loss_giou_aux_0: 0.4472 (0.4886)  loss_giou_aux_1: 0.4453 (0.4755)  loss_giou_aux_2: 0.4478 (0.4699)  loss_giou_aux_3: 0.4391 (0.4674)  loss_giou_aux_4: 0.4470 (0.4659)  loss_giou_aux_5: 0.5116 (0.5525)  loss_giou_dn_0: 0.5477 (0.5676)  loss_giou_dn_1: 0.4332 (0.4599)  loss_giou_dn_2: 0.4047 (0.4290)  loss_giou_dn_3: 0.4002 (0.4207)  loss_giou_dn_4: 0.3990 (0.4187)  loss_giou_dn_5: 0.3990 (0.4189)  loss_vfl: 0.6643 (0.6618)  loss_vfl_aux_0: 0.7468 (0.7614)  loss_vfl_aux_1: 0.7105 (0.7149)  loss_vfl_aux_2: 0.7009 (0.6885)  loss_vfl_aux_3: 0.6735 (0.6731)  loss_vfl_aux_4: 0.6701 (0.6655)  loss_vfl_aux_5: 0.7345 (0.7479)  loss_vfl_dn_0: 0.4445 (0.4476)  loss_vfl_dn_1: 0.3839 (0.3820)  loss_vfl_dn_2: 0.3688 (0.3661)  loss_vfl_dn_3: 0.3622 (0.3589)  loss_vfl_dn_4: 0.3578 (0.3563)  loss_vfl_dn_5: 0.3561 (0.3556)  time: 0.4796  data: 0.0140  max mem: 5654
Epoch: [54]  [4300/7393]  eta: 0:25:25  lr: 0.000010  loss: 15.3234 (15.4988)  loss_bbox: 0.1327 (0.1492)  loss_bbox_aux_0: 0.1483 (0.1611)  loss_bbox_aux_1: 0.1399 (0.1540)  loss_bbox_aux_2: 0.1417 (0.1512)  loss_bbox_aux_3: 0.1357 (0.1500)  loss_bbox_aux_4: 0.1324 (0.1492)  loss_bbox_aux_5: 0.1844 (0.1973)  loss_bbox_dn_0: 0.2354 (0.2590)  loss_bbox_dn_1: 0.1752 (0.1892)  loss_bbox_dn_2: 0.1574 (0.1688)  loss_bbox_dn_3: 0.1525 (0.1631)  loss_bbox_dn_4: 0.1526 (0.1617)  loss_bbox_dn_5: 0.1526 (0.1617)  loss_giou: 0.4714 (0.4657)  loss_giou_aux_0: 0.4943 (0.4886)  loss_giou_aux_1: 0.4863 (0.4756)  loss_giou_aux_2: 0.4703 (0.4700)  loss_giou_aux_3: 0.4679 (0.4675)  loss_giou_aux_4: 0.4690 (0.4660)  loss_giou_aux_5: 0.5592 (0.5526)  loss_giou_dn_0: 0.5708 (0.5677)  loss_giou_dn_1: 0.4585 (0.4600)  loss_giou_dn_2: 0.4272 (0.4291)  loss_giou_dn_3: 0.4217 (0.4208)  loss_giou_dn_4: 0.4189 (0.4188)  loss_giou_dn_5: 0.4193 (0.4190)  loss_vfl: 0.6605 (0.6620)  loss_vfl_aux_0: 0.7422 (0.7619)  loss_vfl_aux_1: 0.7082 (0.7153)  loss_vfl_aux_2: 0.6772 (0.6888)  loss_vfl_aux_3: 0.6704 (0.6734)  loss_vfl_aux_4: 0.6667 (0.6657)  loss_vfl_aux_5: 0.7422 (0.7481)  loss_vfl_dn_0: 0.4445 (0.4476)  loss_vfl_dn_1: 0.3813 (0.3819)  loss_vfl_dn_2: 0.3671 (0.3661)  loss_vfl_dn_3: 0.3607 (0.3589)  loss_vfl_dn_4: 0.3592 (0.3563)  loss_vfl_dn_5: 0.3595 (0.3556)  time: 0.4884  data: 0.0142  max mem: 5654
Epoch: [54]  [4400/7393]  eta: 0:24:39  lr: 0.000010  loss: 14.9995 (15.4974)  loss_bbox: 0.1290 (0.1492)  loss_bbox_aux_0: 0.1400 (0.1610)  loss_bbox_aux_1: 0.1338 (0.1539)  loss_bbox_aux_2: 0.1313 (0.1512)  loss_bbox_aux_3: 0.1287 (0.1500)  loss_bbox_aux_4: 0.1318 (0.1492)  loss_bbox_aux_5: 0.1813 (0.1973)  loss_bbox_dn_0: 0.2210 (0.2588)  loss_bbox_dn_1: 0.1649 (0.1892)  loss_bbox_dn_2: 0.1452 (0.1688)  loss_bbox_dn_3: 0.1402 (0.1631)  loss_bbox_dn_4: 0.1393 (0.1617)  loss_bbox_dn_5: 0.1393 (0.1617)  loss_giou: 0.4452 (0.4655)  loss_giou_aux_0: 0.4626 (0.4884)  loss_giou_aux_1: 0.4453 (0.4754)  loss_giou_aux_2: 0.4424 (0.4698)  loss_giou_aux_3: 0.4479 (0.4672)  loss_giou_aux_4: 0.4509 (0.4658)  loss_giou_aux_5: 0.5117 (0.5523)  loss_giou_dn_0: 0.5525 (0.5676)  loss_giou_dn_1: 0.4510 (0.4599)  loss_giou_dn_2: 0.4241 (0.4290)  loss_giou_dn_3: 0.4142 (0.4208)  loss_giou_dn_4: 0.4125 (0.4187)  loss_giou_dn_5: 0.4123 (0.4189)  loss_vfl: 0.6368 (0.6622)  loss_vfl_aux_0: 0.7348 (0.7621)  loss_vfl_aux_1: 0.6866 (0.7154)  loss_vfl_aux_2: 0.6606 (0.6890)  loss_vfl_aux_3: 0.6414 (0.6736)  loss_vfl_aux_4: 0.6405 (0.6659)  loss_vfl_aux_5: 0.7500 (0.7483)  loss_vfl_dn_0: 0.4441 (0.4476)  loss_vfl_dn_1: 0.3770 (0.3820)  loss_vfl_dn_2: 0.3621 (0.3661)  loss_vfl_dn_3: 0.3577 (0.3589)  loss_vfl_dn_4: 0.3559 (0.3564)  loss_vfl_dn_5: 0.3554 (0.3556)  time: 0.4820  data: 0.0147  max mem: 5654
Epoch: [54]  [4500/7393]  eta: 0:23:49  lr: 0.000010  loss: 15.5443 (15.5002)  loss_bbox: 0.1507 (0.1493)  loss_bbox_aux_0: 0.1598 (0.1611)  loss_bbox_aux_1: 0.1589 (0.1540)  loss_bbox_aux_2: 0.1564 (0.1513)  loss_bbox_aux_3: 0.1458 (0.1500)  loss_bbox_aux_4: 0.1508 (0.1493)  loss_bbox_aux_5: 0.1788 (0.1974)  loss_bbox_dn_0: 0.2560 (0.2592)  loss_bbox_dn_1: 0.1874 (0.1895)  loss_bbox_dn_2: 0.1737 (0.1690)  loss_bbox_dn_3: 0.1682 (0.1633)  loss_bbox_dn_4: 0.1671 (0.1619)  loss_bbox_dn_5: 0.1672 (0.1619)  loss_giou: 0.4540 (0.4653)  loss_giou_aux_0: 0.4855 (0.4882)  loss_giou_aux_1: 0.4749 (0.4751)  loss_giou_aux_2: 0.4676 (0.4696)  loss_giou_aux_3: 0.4539 (0.4670)  loss_giou_aux_4: 0.4543 (0.4656)  loss_giou_aux_5: 0.5544 (0.5521)  loss_giou_dn_0: 0.5707 (0.5675)  loss_giou_dn_1: 0.4585 (0.4598)  loss_giou_dn_2: 0.4264 (0.4290)  loss_giou_dn_3: 0.4135 (0.4207)  loss_giou_dn_4: 0.4107 (0.4186)  loss_giou_dn_5: 0.4106 (0.4188)  loss_vfl: 0.6587 (0.6624)  loss_vfl_aux_0: 0.7712 (0.7626)  loss_vfl_aux_1: 0.7047 (0.7159)  loss_vfl_aux_2: 0.6838 (0.6894)  loss_vfl_aux_3: 0.6679 (0.6739)  loss_vfl_aux_4: 0.6644 (0.6661)  loss_vfl_aux_5: 0.7585 (0.7486)  loss_vfl_dn_0: 0.4485 (0.4476)  loss_vfl_dn_1: 0.3868 (0.3820)  loss_vfl_dn_2: 0.3728 (0.3661)  loss_vfl_dn_3: 0.3687 (0.3589)  loss_vfl_dn_4: 0.3680 (0.3564)  loss_vfl_dn_5: 0.3673 (0.3557)  time: 0.4915  data: 0.0139  max mem: 5654
Epoch: [54]  [4600/7393]  eta: 0:22:59  lr: 0.000010  loss: 15.7170 (15.4995)  loss_bbox: 0.1345 (0.1493)  loss_bbox_aux_0: 0.1432 (0.1611)  loss_bbox_aux_1: 0.1369 (0.1540)  loss_bbox_aux_2: 0.1373 (0.1513)  loss_bbox_aux_3: 0.1342 (0.1500)  loss_bbox_aux_4: 0.1354 (0.1493)  loss_bbox_aux_5: 0.1715 (0.1974)  loss_bbox_dn_0: 0.2487 (0.2592)  loss_bbox_dn_1: 0.1755 (0.1895)  loss_bbox_dn_2: 0.1561 (0.1691)  loss_bbox_dn_3: 0.1493 (0.1633)  loss_bbox_dn_4: 0.1461 (0.1619)  loss_bbox_dn_5: 0.1460 (0.1619)  loss_giou: 0.4833 (0.4652)  loss_giou_aux_0: 0.5235 (0.4880)  loss_giou_aux_1: 0.5101 (0.4750)  loss_giou_aux_2: 0.4888 (0.4695)  loss_giou_aux_3: 0.4842 (0.4669)  loss_giou_aux_4: 0.4837 (0.4655)  loss_giou_aux_5: 0.5750 (0.5520)  loss_giou_dn_0: 0.5783 (0.5674)  loss_giou_dn_1: 0.4770 (0.4597)  loss_giou_dn_2: 0.4471 (0.4288)  loss_giou_dn_3: 0.4378 (0.4206)  loss_giou_dn_4: 0.4342 (0.4185)  loss_giou_dn_5: 0.4341 (0.4187)  loss_vfl: 0.6305 (0.6625)  loss_vfl_aux_0: 0.7448 (0.7628)  loss_vfl_aux_1: 0.7111 (0.7161)  loss_vfl_aux_2: 0.6477 (0.6894)  loss_vfl_aux_3: 0.6527 (0.6740)  loss_vfl_aux_4: 0.6377 (0.6662)  loss_vfl_aux_5: 0.7263 (0.7487)  loss_vfl_dn_0: 0.4496 (0.4477)  loss_vfl_dn_1: 0.3903 (0.3820)  loss_vfl_dn_2: 0.3754 (0.3661)  loss_vfl_dn_3: 0.3661 (0.3589)  loss_vfl_dn_4: 0.3607 (0.3563)  loss_vfl_dn_5: 0.3617 (0.3556)  time: 0.4747  data: 0.0144  max mem: 5654
Epoch: [54]  [4700/7393]  eta: 0:22:08  lr: 0.000010  loss: 16.3909 (15.4988)  loss_bbox: 0.1409 (0.1491)  loss_bbox_aux_0: 0.1573 (0.1609)  loss_bbox_aux_1: 0.1473 (0.1537)  loss_bbox_aux_2: 0.1504 (0.1511)  loss_bbox_aux_3: 0.1446 (0.1498)  loss_bbox_aux_4: 0.1409 (0.1491)  loss_bbox_aux_5: 0.1791 (0.1972)  loss_bbox_dn_0: 0.2475 (0.2589)  loss_bbox_dn_1: 0.1777 (0.1892)  loss_bbox_dn_2: 0.1582 (0.1688)  loss_bbox_dn_3: 0.1519 (0.1631)  loss_bbox_dn_4: 0.1522 (0.1617)  loss_bbox_dn_5: 0.1523 (0.1617)  loss_giou: 0.5403 (0.4655)  loss_giou_aux_0: 0.5526 (0.4883)  loss_giou_aux_1: 0.5494 (0.4753)  loss_giou_aux_2: 0.5424 (0.4698)  loss_giou_aux_3: 0.5420 (0.4672)  loss_giou_aux_4: 0.5405 (0.4658)  loss_giou_aux_5: 0.6053 (0.5523)  loss_giou_dn_0: 0.6033 (0.5675)  loss_giou_dn_1: 0.5121 (0.4598)  loss_giou_dn_2: 0.4741 (0.4289)  loss_giou_dn_3: 0.4601 (0.4207)  loss_giou_dn_4: 0.4570 (0.4186)  loss_giou_dn_5: 0.4571 (0.4188)  loss_vfl: 0.6567 (0.6625)  loss_vfl_aux_0: 0.7404 (0.7628)  loss_vfl_aux_1: 0.6996 (0.7160)  loss_vfl_aux_2: 0.6739 (0.6893)  loss_vfl_aux_3: 0.6656 (0.6740)  loss_vfl_aux_4: 0.6622 (0.6662)  loss_vfl_aux_5: 0.7250 (0.7486)  loss_vfl_dn_0: 0.4479 (0.4476)  loss_vfl_dn_1: 0.3772 (0.3820)  loss_vfl_dn_2: 0.3655 (0.3661)  loss_vfl_dn_3: 0.3556 (0.3589)  loss_vfl_dn_4: 0.3524 (0.3563)  loss_vfl_dn_5: 0.3512 (0.3556)  time: 0.4864  data: 0.0144  max mem: 5654
Epoch: [54]  [4800/7393]  eta: 0:21:18  lr: 0.000010  loss: 16.0219 (15.5017)  loss_bbox: 0.1362 (0.1490)  loss_bbox_aux_0: 0.1422 (0.1609)  loss_bbox_aux_1: 0.1465 (0.1537)  loss_bbox_aux_2: 0.1437 (0.1510)  loss_bbox_aux_3: 0.1366 (0.1498)  loss_bbox_aux_4: 0.1363 (0.1491)  loss_bbox_aux_5: 0.1760 (0.1971)  loss_bbox_dn_0: 0.2293 (0.2589)  loss_bbox_dn_1: 0.1689 (0.1892)  loss_bbox_dn_2: 0.1503 (0.1688)  loss_bbox_dn_3: 0.1433 (0.1631)  loss_bbox_dn_4: 0.1397 (0.1617)  loss_bbox_dn_5: 0.1398 (0.1617)  loss_giou: 0.4990 (0.4656)  loss_giou_aux_0: 0.5187 (0.4884)  loss_giou_aux_1: 0.5124 (0.4754)  loss_giou_aux_2: 0.5025 (0.4700)  loss_giou_aux_3: 0.4953 (0.4673)  loss_giou_aux_4: 0.5023 (0.4659)  loss_giou_aux_5: 0.5838 (0.5524)  loss_giou_dn_0: 0.6061 (0.5677)  loss_giou_dn_1: 0.5004 (0.4600)  loss_giou_dn_2: 0.4668 (0.4291)  loss_giou_dn_3: 0.4603 (0.4209)  loss_giou_dn_4: 0.4574 (0.4188)  loss_giou_dn_5: 0.4577 (0.4190)  loss_vfl: 0.6558 (0.6628)  loss_vfl_aux_0: 0.7665 (0.7630)  loss_vfl_aux_1: 0.7049 (0.7162)  loss_vfl_aux_2: 0.6745 (0.6894)  loss_vfl_aux_3: 0.6624 (0.6742)  loss_vfl_aux_4: 0.6543 (0.6664)  loss_vfl_aux_5: 0.7246 (0.7486)  loss_vfl_dn_0: 0.4483 (0.4476)  loss_vfl_dn_1: 0.3905 (0.3820)  loss_vfl_dn_2: 0.3748 (0.3662)  loss_vfl_dn_3: 0.3654 (0.3589)  loss_vfl_dn_4: 0.3626 (0.3564)  loss_vfl_dn_5: 0.3618 (0.3556)  time: 0.4735  data: 0.0138  max mem: 5654
Epoch: [54]  [4900/7393]  eta: 0:20:28  lr: 0.000010  loss: 15.4806 (15.4990)  loss_bbox: 0.1537 (0.1491)  loss_bbox_aux_0: 0.1544 (0.1609)  loss_bbox_aux_1: 0.1532 (0.1538)  loss_bbox_aux_2: 0.1531 (0.1511)  loss_bbox_aux_3: 0.1508 (0.1498)  loss_bbox_aux_4: 0.1538 (0.1491)  loss_bbox_aux_5: 0.1929 (0.1971)  loss_bbox_dn_0: 0.2576 (0.2591)  loss_bbox_dn_1: 0.1860 (0.1894)  loss_bbox_dn_2: 0.1645 (0.1690)  loss_bbox_dn_3: 0.1594 (0.1632)  loss_bbox_dn_4: 0.1579 (0.1618)  loss_bbox_dn_5: 0.1579 (0.1618)  loss_giou: 0.3999 (0.4652)  loss_giou_aux_0: 0.4230 (0.4880)  loss_giou_aux_1: 0.4002 (0.4751)  loss_giou_aux_2: 0.3931 (0.4696)  loss_giou_aux_3: 0.3974 (0.4669)  loss_giou_aux_4: 0.3899 (0.4655)  loss_giou_aux_5: 0.4822 (0.5519)  loss_giou_dn_0: 0.5502 (0.5676)  loss_giou_dn_1: 0.4434 (0.4599)  loss_giou_dn_2: 0.4056 (0.4289)  loss_giou_dn_3: 0.3973 (0.4207)  loss_giou_dn_4: 0.3963 (0.4186)  loss_giou_dn_5: 0.3965 (0.4188)  loss_vfl: 0.6359 (0.6627)  loss_vfl_aux_0: 0.7639 (0.7631)  loss_vfl_aux_1: 0.7034 (0.7162)  loss_vfl_aux_2: 0.6560 (0.6894)  loss_vfl_aux_3: 0.6331 (0.6742)  loss_vfl_aux_4: 0.6280 (0.6664)  loss_vfl_aux_5: 0.7459 (0.7487)  loss_vfl_dn_0: 0.4487 (0.4476)  loss_vfl_dn_1: 0.3800 (0.3820)  loss_vfl_dn_2: 0.3644 (0.3661)  loss_vfl_dn_3: 0.3553 (0.3589)  loss_vfl_dn_4: 0.3539 (0.3563)  loss_vfl_dn_5: 0.3540 (0.3556)  time: 0.4928  data: 0.0144  max mem: 5654
Epoch: [54]  [5000/7393]  eta: 0:19:39  lr: 0.000010  loss: 15.3631 (15.4984)  loss_bbox: 0.1487 (0.1491)  loss_bbox_aux_0: 0.1583 (0.1609)  loss_bbox_aux_1: 0.1525 (0.1537)  loss_bbox_aux_2: 0.1541 (0.1511)  loss_bbox_aux_3: 0.1488 (0.1498)  loss_bbox_aux_4: 0.1503 (0.1491)  loss_bbox_aux_5: 0.1913 (0.1971)  loss_bbox_dn_0: 0.2434 (0.2592)  loss_bbox_dn_1: 0.1731 (0.1894)  loss_bbox_dn_2: 0.1570 (0.1690)  loss_bbox_dn_3: 0.1506 (0.1632)  loss_bbox_dn_4: 0.1509 (0.1618)  loss_bbox_dn_5: 0.1510 (0.1618)  loss_giou: 0.4044 (0.4649)  loss_giou_aux_0: 0.4368 (0.4878)  loss_giou_aux_1: 0.4221 (0.4748)  loss_giou_aux_2: 0.4109 (0.4694)  loss_giou_aux_3: 0.3971 (0.4667)  loss_giou_aux_4: 0.3980 (0.4652)  loss_giou_aux_5: 0.4977 (0.5517)  loss_giou_dn_0: 0.5480 (0.5675)  loss_giou_dn_1: 0.4467 (0.4597)  loss_giou_dn_2: 0.4216 (0.4288)  loss_giou_dn_3: 0.4105 (0.4205)  loss_giou_dn_4: 0.4081 (0.4184)  loss_giou_dn_5: 0.4081 (0.4186)  loss_vfl: 0.6613 (0.6630)  loss_vfl_aux_0: 0.7488 (0.7634)  loss_vfl_aux_1: 0.7165 (0.7165)  loss_vfl_aux_2: 0.6864 (0.6896)  loss_vfl_aux_3: 0.6709 (0.6744)  loss_vfl_aux_4: 0.6588 (0.6667)  loss_vfl_aux_5: 0.7358 (0.7489)  loss_vfl_dn_0: 0.4461 (0.4476)  loss_vfl_dn_1: 0.3768 (0.3820)  loss_vfl_dn_2: 0.3630 (0.3661)  loss_vfl_dn_3: 0.3561 (0.3589)  loss_vfl_dn_4: 0.3547 (0.3563)  loss_vfl_dn_5: 0.3534 (0.3556)  time: 0.4800  data: 0.0137  max mem: 5654
Epoch: [54]  [5100/7393]  eta: 0:18:49  lr: 0.000010  loss: 14.9831 (15.4986)  loss_bbox: 0.1442 (0.1491)  loss_bbox_aux_0: 0.1596 (0.1610)  loss_bbox_aux_1: 0.1482 (0.1538)  loss_bbox_aux_2: 0.1426 (0.1511)  loss_bbox_aux_3: 0.1392 (0.1499)  loss_bbox_aux_4: 0.1440 (0.1492)  loss_bbox_aux_5: 0.1807 (0.1972)  loss_bbox_dn_0: 0.2713 (0.2593)  loss_bbox_dn_1: 0.1950 (0.1895)  loss_bbox_dn_2: 0.1796 (0.1691)  loss_bbox_dn_3: 0.1773 (0.1633)  loss_bbox_dn_4: 0.1770 (0.1619)  loss_bbox_dn_5: 0.1768 (0.1619)  loss_giou: 0.4320 (0.4649)  loss_giou_aux_0: 0.4489 (0.4877)  loss_giou_aux_1: 0.4280 (0.4747)  loss_giou_aux_2: 0.4405 (0.4693)  loss_giou_aux_3: 0.4467 (0.4666)  loss_giou_aux_4: 0.4331 (0.4652)  loss_giou_aux_5: 0.5356 (0.5516)  loss_giou_dn_0: 0.5483 (0.5674)  loss_giou_dn_1: 0.4406 (0.4597)  loss_giou_dn_2: 0.4096 (0.4287)  loss_giou_dn_3: 0.4012 (0.4204)  loss_giou_dn_4: 0.3975 (0.4184)  loss_giou_dn_5: 0.3980 (0.4186)  loss_vfl: 0.6420 (0.6631)  loss_vfl_aux_0: 0.7643 (0.7634)  loss_vfl_aux_1: 0.7113 (0.7164)  loss_vfl_aux_2: 0.6810 (0.6896)  loss_vfl_aux_3: 0.6501 (0.6744)  loss_vfl_aux_4: 0.6447 (0.6668)  loss_vfl_aux_5: 0.7550 (0.7490)  loss_vfl_dn_0: 0.4530 (0.4476)  loss_vfl_dn_1: 0.3826 (0.3820)  loss_vfl_dn_2: 0.3652 (0.3661)  loss_vfl_dn_3: 0.3590 (0.3589)  loss_vfl_dn_4: 0.3555 (0.3563)  loss_vfl_dn_5: 0.3554 (0.3556)  time: 0.4715  data: 0.0136  max mem: 5654
Epoch: [54]  [5200/7393]  eta: 0:17:59  lr: 0.000010  loss: 15.4845 (15.5016)  loss_bbox: 0.1321 (0.1491)  loss_bbox_aux_0: 0.1439 (0.1610)  loss_bbox_aux_1: 0.1373 (0.1537)  loss_bbox_aux_2: 0.1301 (0.1511)  loss_bbox_aux_3: 0.1342 (0.1498)  loss_bbox_aux_4: 0.1322 (0.1491)  loss_bbox_aux_5: 0.1787 (0.1970)  loss_bbox_dn_0: 0.2108 (0.2592)  loss_bbox_dn_1: 0.1585 (0.1895)  loss_bbox_dn_2: 0.1378 (0.1691)  loss_bbox_dn_3: 0.1304 (0.1633)  loss_bbox_dn_4: 0.1296 (0.1619)  loss_bbox_dn_5: 0.1297 (0.1619)  loss_giou: 0.4704 (0.4650)  loss_giou_aux_0: 0.4856 (0.4879)  loss_giou_aux_1: 0.4619 (0.4749)  loss_giou_aux_2: 0.4705 (0.4695)  loss_giou_aux_3: 0.4683 (0.4667)  loss_giou_aux_4: 0.4657 (0.4653)  loss_giou_aux_5: 0.5451 (0.5517)  loss_giou_dn_0: 0.5868 (0.5676)  loss_giou_dn_1: 0.4836 (0.4598)  loss_giou_dn_2: 0.4493 (0.4289)  loss_giou_dn_3: 0.4463 (0.4206)  loss_giou_dn_4: 0.4433 (0.4185)  loss_giou_dn_5: 0.4437 (0.4187)  loss_vfl: 0.6545 (0.6633)  loss_vfl_aux_0: 0.7228 (0.7634)  loss_vfl_aux_1: 0.6989 (0.7166)  loss_vfl_aux_2: 0.6940 (0.6896)  loss_vfl_aux_3: 0.6636 (0.6747)  loss_vfl_aux_4: 0.6641 (0.6670)  loss_vfl_aux_5: 0.7083 (0.7492)  loss_vfl_dn_0: 0.4446 (0.4476)  loss_vfl_dn_1: 0.3891 (0.3820)  loss_vfl_dn_2: 0.3753 (0.3662)  loss_vfl_dn_3: 0.3674 (0.3590)  loss_vfl_dn_4: 0.3662 (0.3564)  loss_vfl_dn_5: 0.3673 (0.3557)  time: 0.4865  data: 0.0141  max mem: 5654
Epoch: [54]  [5300/7393]  eta: 0:17:12  lr: 0.000010  loss: 15.8228 (15.5019)  loss_bbox: 0.1589 (0.1491)  loss_bbox_aux_0: 0.1669 (0.1610)  loss_bbox_aux_1: 0.1612 (0.1537)  loss_bbox_aux_2: 0.1638 (0.1511)  loss_bbox_aux_3: 0.1574 (0.1498)  loss_bbox_aux_4: 0.1589 (0.1491)  loss_bbox_aux_5: 0.2086 (0.1970)  loss_bbox_dn_0: 0.2532 (0.2592)  loss_bbox_dn_1: 0.1848 (0.1895)  loss_bbox_dn_2: 0.1616 (0.1691)  loss_bbox_dn_3: 0.1561 (0.1633)  loss_bbox_dn_4: 0.1561 (0.1619)  loss_bbox_dn_5: 0.1561 (0.1619)  loss_giou: 0.4626 (0.4653)  loss_giou_aux_0: 0.4646 (0.4881)  loss_giou_aux_1: 0.4637 (0.4751)  loss_giou_aux_2: 0.4716 (0.4698)  loss_giou_aux_3: 0.4610 (0.4670)  loss_giou_aux_4: 0.4664 (0.4656)  loss_giou_aux_5: 0.5407 (0.5519)  loss_giou_dn_0: 0.5857 (0.5677)  loss_giou_dn_1: 0.4804 (0.4599)  loss_giou_dn_2: 0.4424 (0.4290)  loss_giou_dn_3: 0.4283 (0.4207)  loss_giou_dn_4: 0.4222 (0.4187)  loss_giou_dn_5: 0.4224 (0.4188)  loss_vfl: 0.6640 (0.6630)  loss_vfl_aux_0: 0.7273 (0.7631)  loss_vfl_aux_1: 0.6980 (0.7164)  loss_vfl_aux_2: 0.6899 (0.6892)  loss_vfl_aux_3: 0.6827 (0.6744)  loss_vfl_aux_4: 0.6571 (0.6667)  loss_vfl_aux_5: 0.7266 (0.7489)  loss_vfl_dn_0: 0.4493 (0.4476)  loss_vfl_dn_1: 0.3914 (0.3820)  loss_vfl_dn_2: 0.3724 (0.3662)  loss_vfl_dn_3: 0.3620 (0.3590)  loss_vfl_dn_4: 0.3589 (0.3564)  loss_vfl_dn_5: 0.3566 (0.3557)  time: 0.7471  data: 0.0142  max mem: 5654
Epoch: [54]  [5400/7393]  eta: 0:16:22  lr: 0.000010  loss: 15.1085 (15.5055)  loss_bbox: 0.1272 (0.1491)  loss_bbox_aux_0: 0.1521 (0.1610)  loss_bbox_aux_1: 0.1455 (0.1538)  loss_bbox_aux_2: 0.1324 (0.1512)  loss_bbox_aux_3: 0.1305 (0.1498)  loss_bbox_aux_4: 0.1272 (0.1491)  loss_bbox_aux_5: 0.1736 (0.1970)  loss_bbox_dn_0: 0.2266 (0.2591)  loss_bbox_dn_1: 0.1586 (0.1894)  loss_bbox_dn_2: 0.1448 (0.1690)  loss_bbox_dn_3: 0.1378 (0.1633)  loss_bbox_dn_4: 0.1358 (0.1618)  loss_bbox_dn_5: 0.1358 (0.1619)  loss_giou: 0.4276 (0.4655)  loss_giou_aux_0: 0.4677 (0.4884)  loss_giou_aux_1: 0.4504 (0.4754)  loss_giou_aux_2: 0.4467 (0.4701)  loss_giou_aux_3: 0.4356 (0.4672)  loss_giou_aux_4: 0.4326 (0.4658)  loss_giou_aux_5: 0.5317 (0.5520)  loss_giou_dn_0: 0.5553 (0.5680)  loss_giou_dn_1: 0.4589 (0.4602)  loss_giou_dn_2: 0.4331 (0.4293)  loss_giou_dn_3: 0.4240 (0.4210)  loss_giou_dn_4: 0.4223 (0.4189)  loss_giou_dn_5: 0.4223 (0.4191)  loss_vfl: 0.6405 (0.6631)  loss_vfl_aux_0: 0.7229 (0.7631)  loss_vfl_aux_1: 0.6780 (0.7164)  loss_vfl_aux_2: 0.6539 (0.6892)  loss_vfl_aux_3: 0.6448 (0.6744)  loss_vfl_aux_4: 0.6398 (0.6668)  loss_vfl_aux_5: 0.7143 (0.7490)  loss_vfl_dn_0: 0.4423 (0.4476)  loss_vfl_dn_1: 0.3760 (0.3821)  loss_vfl_dn_2: 0.3595 (0.3663)  loss_vfl_dn_3: 0.3561 (0.3590)  loss_vfl_dn_4: 0.3535 (0.3565)  loss_vfl_dn_5: 0.3543 (0.3558)  time: 0.4802  data: 0.0140  max mem: 5654
Epoch: [54]  [5500/7393]  eta: 0:15:33  lr: 0.000010  loss: 15.1904 (15.5013)  loss_bbox: 0.1572 (0.1492)  loss_bbox_aux_0: 0.1655 (0.1611)  loss_bbox_aux_1: 0.1572 (0.1539)  loss_bbox_aux_2: 0.1563 (0.1513)  loss_bbox_aux_3: 0.1572 (0.1499)  loss_bbox_aux_4: 0.1586 (0.1492)  loss_bbox_aux_5: 0.1996 (0.1970)  loss_bbox_dn_0: 0.2755 (0.2590)  loss_bbox_dn_1: 0.1844 (0.1893)  loss_bbox_dn_2: 0.1647 (0.1690)  loss_bbox_dn_3: 0.1585 (0.1632)  loss_bbox_dn_4: 0.1577 (0.1618)  loss_bbox_dn_5: 0.1578 (0.1618)  loss_giou: 0.4202 (0.4654)  loss_giou_aux_0: 0.4496 (0.4883)  loss_giou_aux_1: 0.4315 (0.4753)  loss_giou_aux_2: 0.4312 (0.4700)  loss_giou_aux_3: 0.4179 (0.4671)  loss_giou_aux_4: 0.4200 (0.4657)  loss_giou_aux_5: 0.5068 (0.5519)  loss_giou_dn_0: 0.5418 (0.5678)  loss_giou_dn_1: 0.4250 (0.4600)  loss_giou_dn_2: 0.3831 (0.4291)  loss_giou_dn_3: 0.3760 (0.4208)  loss_giou_dn_4: 0.3734 (0.4188)  loss_giou_dn_5: 0.3735 (0.4190)  loss_vfl: 0.6477 (0.6627)  loss_vfl_aux_0: 0.7396 (0.7627)  loss_vfl_aux_1: 0.6960 (0.7160)  loss_vfl_aux_2: 0.6705 (0.6888)  loss_vfl_aux_3: 0.6571 (0.6741)  loss_vfl_aux_4: 0.6427 (0.6665)  loss_vfl_aux_5: 0.7247 (0.7487)  loss_vfl_dn_0: 0.4433 (0.4476)  loss_vfl_dn_1: 0.3792 (0.3820)  loss_vfl_dn_2: 0.3584 (0.3662)  loss_vfl_dn_3: 0.3523 (0.3590)  loss_vfl_dn_4: 0.3508 (0.3564)  loss_vfl_dn_5: 0.3493 (0.3557)  time: 0.4940  data: 0.0140  max mem: 5654
Epoch: [54]  [5600/7393]  eta: 0:14:43  lr: 0.000010  loss: 15.1731 (15.5015)  loss_bbox: 0.1453 (0.1492)  loss_bbox_aux_0: 0.1530 (0.1613)  loss_bbox_aux_1: 0.1458 (0.1539)  loss_bbox_aux_2: 0.1472 (0.1513)  loss_bbox_aux_3: 0.1460 (0.1499)  loss_bbox_aux_4: 0.1473 (0.1493)  loss_bbox_aux_5: 0.1937 (0.1971)  loss_bbox_dn_0: 0.2532 (0.2592)  loss_bbox_dn_1: 0.1848 (0.1894)  loss_bbox_dn_2: 0.1695 (0.1690)  loss_bbox_dn_3: 0.1673 (0.1633)  loss_bbox_dn_4: 0.1670 (0.1619)  loss_bbox_dn_5: 0.1670 (0.1619)  loss_giou: 0.4154 (0.4652)  loss_giou_aux_0: 0.4300 (0.4881)  loss_giou_aux_1: 0.4332 (0.4751)  loss_giou_aux_2: 0.4200 (0.4698)  loss_giou_aux_3: 0.4183 (0.4669)  loss_giou_aux_4: 0.4164 (0.4655)  loss_giou_aux_5: 0.4827 (0.5517)  loss_giou_dn_0: 0.5644 (0.5677)  loss_giou_dn_1: 0.4493 (0.4599)  loss_giou_dn_2: 0.4187 (0.4290)  loss_giou_dn_3: 0.4101 (0.4207)  loss_giou_dn_4: 0.4100 (0.4186)  loss_giou_dn_5: 0.4101 (0.4188)  loss_vfl: 0.6676 (0.6629)  loss_vfl_aux_0: 0.7851 (0.7629)  loss_vfl_aux_1: 0.7416 (0.7162)  loss_vfl_aux_2: 0.7106 (0.6890)  loss_vfl_aux_3: 0.6977 (0.6742)  loss_vfl_aux_4: 0.6893 (0.6666)  loss_vfl_aux_5: 0.7659 (0.7490)  loss_vfl_dn_0: 0.4512 (0.4476)  loss_vfl_dn_1: 0.3791 (0.3820)  loss_vfl_dn_2: 0.3642 (0.3662)  loss_vfl_dn_3: 0.3573 (0.3590)  loss_vfl_dn_4: 0.3570 (0.3564)  loss_vfl_dn_5: 0.3539 (0.3557)  time: 0.4925  data: 0.0146  max mem: 5654
Epoch: [54]  [5700/7393]  eta: 0:13:54  lr: 0.000010  loss: 16.3561 (15.5040)  loss_bbox: 0.1439 (0.1492)  loss_bbox_aux_0: 0.1664 (0.1612)  loss_bbox_aux_1: 0.1713 (0.1539)  loss_bbox_aux_2: 0.1611 (0.1513)  loss_bbox_aux_3: 0.1447 (0.1499)  loss_bbox_aux_4: 0.1517 (0.1493)  loss_bbox_aux_5: 0.2000 (0.1971)  loss_bbox_dn_0: 0.2462 (0.2592)  loss_bbox_dn_1: 0.1802 (0.1894)  loss_bbox_dn_2: 0.1748 (0.1690)  loss_bbox_dn_3: 0.1620 (0.1633)  loss_bbox_dn_4: 0.1604 (0.1618)  loss_bbox_dn_5: 0.1604 (0.1619)  loss_giou: 0.5691 (0.4655)  loss_giou_aux_0: 0.5932 (0.4883)  loss_giou_aux_1: 0.5776 (0.4753)  loss_giou_aux_2: 0.5756 (0.4701)  loss_giou_aux_3: 0.5673 (0.4672)  loss_giou_aux_4: 0.5666 (0.4658)  loss_giou_aux_5: 0.6342 (0.5520)  loss_giou_dn_0: 0.6242 (0.5679)  loss_giou_dn_1: 0.4994 (0.4601)  loss_giou_dn_2: 0.4763 (0.4292)  loss_giou_dn_3: 0.4675 (0.4210)  loss_giou_dn_4: 0.4673 (0.4189)  loss_giou_dn_5: 0.4680 (0.4191)  loss_vfl: 0.6436 (0.6627)  loss_vfl_aux_0: 0.7551 (0.7630)  loss_vfl_aux_1: 0.7140 (0.7162)  loss_vfl_aux_2: 0.6819 (0.6888)  loss_vfl_aux_3: 0.6601 (0.6741)  loss_vfl_aux_4: 0.6460 (0.6665)  loss_vfl_aux_5: 0.7190 (0.7489)  loss_vfl_dn_0: 0.4412 (0.4476)  loss_vfl_dn_1: 0.3923 (0.3820)  loss_vfl_dn_2: 0.3749 (0.3662)  loss_vfl_dn_3: 0.3675 (0.3590)  loss_vfl_dn_4: 0.3645 (0.3564)  loss_vfl_dn_5: 0.3643 (0.3557)  time: 0.4945  data: 0.0140  max mem: 5654
Epoch: [54]  [5800/7393]  eta: 0:13:04  lr: 0.000010  loss: 15.5038 (15.5010)  loss_bbox: 0.1401 (0.1492)  loss_bbox_aux_0: 0.1444 (0.1612)  loss_bbox_aux_1: 0.1450 (0.1538)  loss_bbox_aux_2: 0.1363 (0.1513)  loss_bbox_aux_3: 0.1393 (0.1499)  loss_bbox_aux_4: 0.1387 (0.1492)  loss_bbox_aux_5: 0.1860 (0.1971)  loss_bbox_dn_0: 0.2410 (0.2591)  loss_bbox_dn_1: 0.1647 (0.1893)  loss_bbox_dn_2: 0.1513 (0.1689)  loss_bbox_dn_3: 0.1476 (0.1632)  loss_bbox_dn_4: 0.1485 (0.1618)  loss_bbox_dn_5: 0.1485 (0.1618)  loss_giou: 0.4495 (0.4654)  loss_giou_aux_0: 0.4805 (0.4882)  loss_giou_aux_1: 0.4641 (0.4751)  loss_giou_aux_2: 0.4563 (0.4699)  loss_giou_aux_3: 0.4508 (0.4671)  loss_giou_aux_4: 0.4504 (0.4657)  loss_giou_aux_5: 0.5414 (0.5520)  loss_giou_dn_0: 0.5619 (0.5678)  loss_giou_dn_1: 0.4496 (0.4600)  loss_giou_dn_2: 0.4130 (0.4290)  loss_giou_dn_3: 0.4080 (0.4208)  loss_giou_dn_4: 0.4091 (0.4187)  loss_giou_dn_5: 0.4091 (0.4189)  loss_vfl: 0.6852 (0.6627)  loss_vfl_aux_0: 0.8004 (0.7630)  loss_vfl_aux_1: 0.7436 (0.7162)  loss_vfl_aux_2: 0.7101 (0.6888)  loss_vfl_aux_3: 0.7023 (0.6741)  loss_vfl_aux_4: 0.6865 (0.6664)  loss_vfl_aux_5: 0.7692 (0.7488)  loss_vfl_dn_0: 0.4475 (0.4476)  loss_vfl_dn_1: 0.3806 (0.3820)  loss_vfl_dn_2: 0.3649 (0.3661)  loss_vfl_dn_3: 0.3548 (0.3589)  loss_vfl_dn_4: 0.3548 (0.3564)  loss_vfl_dn_5: 0.3530 (0.3556)  time: 0.4860  data: 0.0144  max mem: 5654
Epoch: [54]  [5900/7393]  eta: 0:12:15  lr: 0.000010  loss: 15.9337 (15.5024)  loss_bbox: 0.1363 (0.1492)  loss_bbox_aux_0: 0.1447 (0.1612)  loss_bbox_aux_1: 0.1373 (0.1538)  loss_bbox_aux_2: 0.1382 (0.1513)  loss_bbox_aux_3: 0.1336 (0.1499)  loss_bbox_aux_4: 0.1363 (0.1492)  loss_bbox_aux_5: 0.1871 (0.1972)  loss_bbox_dn_0: 0.2429 (0.2592)  loss_bbox_dn_1: 0.1735 (0.1894)  loss_bbox_dn_2: 0.1498 (0.1690)  loss_bbox_dn_3: 0.1473 (0.1633)  loss_bbox_dn_4: 0.1455 (0.1618)  loss_bbox_dn_5: 0.1452 (0.1619)  loss_giou: 0.4728 (0.4653)  loss_giou_aux_0: 0.4930 (0.4881)  loss_giou_aux_1: 0.4801 (0.4750)  loss_giou_aux_2: 0.4744 (0.4698)  loss_giou_aux_3: 0.4763 (0.4670)  loss_giou_aux_4: 0.4787 (0.4656)  loss_giou_aux_5: 0.5514 (0.5519)  loss_giou_dn_0: 0.5855 (0.5678)  loss_giou_dn_1: 0.4746 (0.4599)  loss_giou_dn_2: 0.4446 (0.4290)  loss_giou_dn_3: 0.4416 (0.4207)  loss_giou_dn_4: 0.4373 (0.4187)  loss_giou_dn_5: 0.4374 (0.4189)  loss_vfl: 0.6885 (0.6629)  loss_vfl_aux_0: 0.7631 (0.7632)  loss_vfl_aux_1: 0.7375 (0.7166)  loss_vfl_aux_2: 0.7165 (0.6890)  loss_vfl_aux_3: 0.6977 (0.6743)  loss_vfl_aux_4: 0.6856 (0.6666)  loss_vfl_aux_5: 0.7382 (0.7490)  loss_vfl_dn_0: 0.4514 (0.4477)  loss_vfl_dn_1: 0.3801 (0.3820)  loss_vfl_dn_2: 0.3659 (0.3662)  loss_vfl_dn_3: 0.3619 (0.3590)  loss_vfl_dn_4: 0.3604 (0.3564)  loss_vfl_dn_5: 0.3603 (0.3557)  time: 0.4797  data: 0.0143  max mem: 5654
Epoch: [54]  [6000/7393]  eta: 0:11:25  lr: 0.000010  loss: 15.0885 (15.5014)  loss_bbox: 0.1555 (0.1493)  loss_bbox_aux_0: 0.1722 (0.1613)  loss_bbox_aux_1: 0.1569 (0.1539)  loss_bbox_aux_2: 0.1564 (0.1514)  loss_bbox_aux_3: 0.1480 (0.1499)  loss_bbox_aux_4: 0.1572 (0.1493)  loss_bbox_aux_5: 0.2147 (0.1974)  loss_bbox_dn_0: 0.2805 (0.2594)  loss_bbox_dn_1: 0.1950 (0.1895)  loss_bbox_dn_2: 0.1784 (0.1690)  loss_bbox_dn_3: 0.1704 (0.1633)  loss_bbox_dn_4: 0.1703 (0.1619)  loss_bbox_dn_5: 0.1704 (0.1619)  loss_giou: 0.4052 (0.4650)  loss_giou_aux_0: 0.4378 (0.4879)  loss_giou_aux_1: 0.4110 (0.4748)  loss_giou_aux_2: 0.4039 (0.4696)  loss_giou_aux_3: 0.4030 (0.4667)  loss_giou_aux_4: 0.4052 (0.4653)  loss_giou_aux_5: 0.4850 (0.5517)  loss_giou_dn_0: 0.5321 (0.5676)  loss_giou_dn_1: 0.4249 (0.4598)  loss_giou_dn_2: 0.4005 (0.4288)  loss_giou_dn_3: 0.3961 (0.4205)  loss_giou_dn_4: 0.3924 (0.4185)  loss_giou_dn_5: 0.3924 (0.4187)  loss_vfl: 0.6480 (0.6630)  loss_vfl_aux_0: 0.7323 (0.7634)  loss_vfl_aux_1: 0.7059 (0.7169)  loss_vfl_aux_2: 0.6663 (0.6892)  loss_vfl_aux_3: 0.6534 (0.6744)  loss_vfl_aux_4: 0.6524 (0.6667)  loss_vfl_aux_5: 0.7387 (0.7491)  loss_vfl_dn_0: 0.4483 (0.4477)  loss_vfl_dn_1: 0.3786 (0.3820)  loss_vfl_dn_2: 0.3634 (0.3661)  loss_vfl_dn_3: 0.3556 (0.3589)  loss_vfl_dn_4: 0.3538 (0.3564)  loss_vfl_dn_5: 0.3534 (0.3556)  time: 0.4881  data: 0.0138  max mem: 5654
Epoch: [54]  [6100/7393]  eta: 0:10:36  lr: 0.000010  loss: 15.5419 (15.4983)  loss_bbox: 0.1458 (0.1493)  loss_bbox_aux_0: 0.1629 (0.1613)  loss_bbox_aux_1: 0.1516 (0.1540)  loss_bbox_aux_2: 0.1496 (0.1514)  loss_bbox_aux_3: 0.1487 (0.1499)  loss_bbox_aux_4: 0.1474 (0.1493)  loss_bbox_aux_5: 0.2058 (0.1974)  loss_bbox_dn_0: 0.2445 (0.2593)  loss_bbox_dn_1: 0.1775 (0.1894)  loss_bbox_dn_2: 0.1587 (0.1690)  loss_bbox_dn_3: 0.1516 (0.1632)  loss_bbox_dn_4: 0.1480 (0.1618)  loss_bbox_dn_5: 0.1481 (0.1618)  loss_giou: 0.4329 (0.4649)  loss_giou_aux_0: 0.4666 (0.4878)  loss_giou_aux_1: 0.4457 (0.4747)  loss_giou_aux_2: 0.4420 (0.4694)  loss_giou_aux_3: 0.4419 (0.4666)  loss_giou_aux_4: 0.4321 (0.4652)  loss_giou_aux_5: 0.5303 (0.5515)  loss_giou_dn_0: 0.5437 (0.5675)  loss_giou_dn_1: 0.4411 (0.4596)  loss_giou_dn_2: 0.4128 (0.4287)  loss_giou_dn_3: 0.4038 (0.4204)  loss_giou_dn_4: 0.4005 (0.4184)  loss_giou_dn_5: 0.4006 (0.4185)  loss_vfl: 0.6789 (0.6629)  loss_vfl_aux_0: 0.7116 (0.7632)  loss_vfl_aux_1: 0.6996 (0.7168)  loss_vfl_aux_2: 0.6799 (0.6890)  loss_vfl_aux_3: 0.6757 (0.6743)  loss_vfl_aux_4: 0.6670 (0.6666)  loss_vfl_aux_5: 0.7401 (0.7491)  loss_vfl_dn_0: 0.4394 (0.4476)  loss_vfl_dn_1: 0.3714 (0.3819)  loss_vfl_dn_2: 0.3535 (0.3661)  loss_vfl_dn_3: 0.3469 (0.3588)  loss_vfl_dn_4: 0.3459 (0.3563)  loss_vfl_dn_5: 0.3435 (0.3555)  time: 0.4989  data: 0.0140  max mem: 5654
Epoch: [54]  [6200/7393]  eta: 0:09:47  lr: 0.000010  loss: 16.1425 (15.4998)  loss_bbox: 0.1690 (0.1493)  loss_bbox_aux_0: 0.1771 (0.1614)  loss_bbox_aux_1: 0.1740 (0.1540)  loss_bbox_aux_2: 0.1734 (0.1514)  loss_bbox_aux_3: 0.1684 (0.1500)  loss_bbox_aux_4: 0.1689 (0.1494)  loss_bbox_aux_5: 0.2186 (0.1975)  loss_bbox_dn_0: 0.2918 (0.2593)  loss_bbox_dn_1: 0.2286 (0.1894)  loss_bbox_dn_2: 0.2041 (0.1690)  loss_bbox_dn_3: 0.1974 (0.1632)  loss_bbox_dn_4: 0.1972 (0.1618)  loss_bbox_dn_5: 0.1972 (0.1618)  loss_giou: 0.4356 (0.4650)  loss_giou_aux_0: 0.4625 (0.4879)  loss_giou_aux_1: 0.4397 (0.4748)  loss_giou_aux_2: 0.4452 (0.4695)  loss_giou_aux_3: 0.4459 (0.4667)  loss_giou_aux_4: 0.4315 (0.4653)  loss_giou_aux_5: 0.5408 (0.5516)  loss_giou_dn_0: 0.5644 (0.5674)  loss_giou_dn_1: 0.4597 (0.4596)  loss_giou_dn_2: 0.4439 (0.4287)  loss_giou_dn_3: 0.4362 (0.4204)  loss_giou_dn_4: 0.4327 (0.4183)  loss_giou_dn_5: 0.4330 (0.4185)  loss_vfl: 0.6824 (0.6630)  loss_vfl_aux_0: 0.7722 (0.7632)  loss_vfl_aux_1: 0.7159 (0.7168)  loss_vfl_aux_2: 0.6990 (0.6891)  loss_vfl_aux_3: 0.6864 (0.6744)  loss_vfl_aux_4: 0.6941 (0.6667)  loss_vfl_aux_5: 0.7412 (0.7490)  loss_vfl_dn_0: 0.4547 (0.4477)  loss_vfl_dn_1: 0.3865 (0.3819)  loss_vfl_dn_2: 0.3719 (0.3661)  loss_vfl_dn_3: 0.3636 (0.3589)  loss_vfl_dn_4: 0.3620 (0.3563)  loss_vfl_dn_5: 0.3606 (0.3556)  time: 0.4784  data: 0.0140  max mem: 5654
Epoch: [54]  [6300/7393]  eta: 0:08:57  lr: 0.000010  loss: 15.3200 (15.5017)  loss_bbox: 0.1417 (0.1493)  loss_bbox_aux_0: 0.1573 (0.1614)  loss_bbox_aux_1: 0.1451 (0.1540)  loss_bbox_aux_2: 0.1482 (0.1514)  loss_bbox_aux_3: 0.1390 (0.1499)  loss_bbox_aux_4: 0.1417 (0.1493)  loss_bbox_aux_5: 0.1898 (0.1974)  loss_bbox_dn_0: 0.2462 (0.2592)  loss_bbox_dn_1: 0.1930 (0.1893)  loss_bbox_dn_2: 0.1648 (0.1689)  loss_bbox_dn_3: 0.1612 (0.1632)  loss_bbox_dn_4: 0.1574 (0.1617)  loss_bbox_dn_5: 0.1574 (0.1618)  loss_giou: 0.4559 (0.4652)  loss_giou_aux_0: 0.4597 (0.4881)  loss_giou_aux_1: 0.4545 (0.4750)  loss_giou_aux_2: 0.4457 (0.4697)  loss_giou_aux_3: 0.4576 (0.4669)  loss_giou_aux_4: 0.4530 (0.4655)  loss_giou_aux_5: 0.5120 (0.5518)  loss_giou_dn_0: 0.5691 (0.5676)  loss_giou_dn_1: 0.4628 (0.4598)  loss_giou_dn_2: 0.4288 (0.4289)  loss_giou_dn_3: 0.4198 (0.4206)  loss_giou_dn_4: 0.4176 (0.4185)  loss_giou_dn_5: 0.4175 (0.4187)  loss_vfl: 0.6562 (0.6631)  loss_vfl_aux_0: 0.7725 (0.7632)  loss_vfl_aux_1: 0.7255 (0.7168)  loss_vfl_aux_2: 0.6713 (0.6892)  loss_vfl_aux_3: 0.6697 (0.6745)  loss_vfl_aux_4: 0.6586 (0.6668)  loss_vfl_aux_5: 0.7447 (0.7489)  loss_vfl_dn_0: 0.4403 (0.4476)  loss_vfl_dn_1: 0.3782 (0.3820)  loss_vfl_dn_2: 0.3664 (0.3661)  loss_vfl_dn_3: 0.3603 (0.3589)  loss_vfl_dn_4: 0.3571 (0.3563)  loss_vfl_dn_5: 0.3569 (0.3556)  time: 0.4885  data: 0.0141  max mem: 5654
Epoch: [54]  [6400/7393]  eta: 0:08:08  lr: 0.000010  loss: 15.6391 (15.5012)  loss_bbox: 0.1337 (0.1493)  loss_bbox_aux_0: 0.1548 (0.1614)  loss_bbox_aux_1: 0.1391 (0.1539)  loss_bbox_aux_2: 0.1413 (0.1513)  loss_bbox_aux_3: 0.1372 (0.1499)  loss_bbox_aux_4: 0.1360 (0.1493)  loss_bbox_aux_5: 0.1873 (0.1974)  loss_bbox_dn_0: 0.2352 (0.2591)  loss_bbox_dn_1: 0.1731 (0.1892)  loss_bbox_dn_2: 0.1535 (0.1688)  loss_bbox_dn_3: 0.1490 (0.1631)  loss_bbox_dn_4: 0.1475 (0.1617)  loss_bbox_dn_5: 0.1476 (0.1617)  loss_giou: 0.4987 (0.4653)  loss_giou_aux_0: 0.5038 (0.4882)  loss_giou_aux_1: 0.4958 (0.4750)  loss_giou_aux_2: 0.4993 (0.4698)  loss_giou_aux_3: 0.4987 (0.4669)  loss_giou_aux_4: 0.4973 (0.4655)  loss_giou_aux_5: 0.5676 (0.5518)  loss_giou_dn_0: 0.5701 (0.5677)  loss_giou_dn_1: 0.4561 (0.4598)  loss_giou_dn_2: 0.4283 (0.4289)  loss_giou_dn_3: 0.4234 (0.4206)  loss_giou_dn_4: 0.4208 (0.4186)  loss_giou_dn_5: 0.4209 (0.4188)  loss_vfl: 0.6495 (0.6631)  loss_vfl_aux_0: 0.7423 (0.7630)  loss_vfl_aux_1: 0.7075 (0.7168)  loss_vfl_aux_2: 0.6728 (0.6891)  loss_vfl_aux_3: 0.6587 (0.6745)  loss_vfl_aux_4: 0.6528 (0.6668)  loss_vfl_aux_5: 0.7213 (0.7487)  loss_vfl_dn_0: 0.4434 (0.4476)  loss_vfl_dn_1: 0.3835 (0.3820)  loss_vfl_dn_2: 0.3693 (0.3661)  loss_vfl_dn_3: 0.3561 (0.3589)  loss_vfl_dn_4: 0.3561 (0.3563)  loss_vfl_dn_5: 0.3535 (0.3556)  time: 0.4730  data: 0.0142  max mem: 5654
Epoch: [54]  [6500/7393]  eta: 0:07:18  lr: 0.000010  loss: 15.0923 (15.5015)  loss_bbox: 0.1498 (0.1492)  loss_bbox_aux_0: 0.1544 (0.1613)  loss_bbox_aux_1: 0.1405 (0.1539)  loss_bbox_aux_2: 0.1385 (0.1513)  loss_bbox_aux_3: 0.1403 (0.1499)  loss_bbox_aux_4: 0.1497 (0.1493)  loss_bbox_aux_5: 0.1899 (0.1974)  loss_bbox_dn_0: 0.2647 (0.2590)  loss_bbox_dn_1: 0.1850 (0.1891)  loss_bbox_dn_2: 0.1687 (0.1687)  loss_bbox_dn_3: 0.1622 (0.1630)  loss_bbox_dn_4: 0.1607 (0.1616)  loss_bbox_dn_5: 0.1606 (0.1616)  loss_giou: 0.4253 (0.4654)  loss_giou_aux_0: 0.4335 (0.4883)  loss_giou_aux_1: 0.4248 (0.4751)  loss_giou_aux_2: 0.4171 (0.4699)  loss_giou_aux_3: 0.4221 (0.4670)  loss_giou_aux_4: 0.4199 (0.4657)  loss_giou_aux_5: 0.4963 (0.5519)  loss_giou_dn_0: 0.5285 (0.5678)  loss_giou_dn_1: 0.4228 (0.4599)  loss_giou_dn_2: 0.3845 (0.4290)  loss_giou_dn_3: 0.3809 (0.4207)  loss_giou_dn_4: 0.3777 (0.4187)  loss_giou_dn_5: 0.3779 (0.4189)  loss_vfl: 0.6487 (0.6630)  loss_vfl_aux_0: 0.7346 (0.7629)  loss_vfl_aux_1: 0.7079 (0.7167)  loss_vfl_aux_2: 0.6793 (0.6890)  loss_vfl_aux_3: 0.6626 (0.6744)  loss_vfl_aux_4: 0.6478 (0.6667)  loss_vfl_aux_5: 0.7437 (0.7486)  loss_vfl_dn_0: 0.4439 (0.4476)  loss_vfl_dn_1: 0.3828 (0.3820)  loss_vfl_dn_2: 0.3670 (0.3661)  loss_vfl_dn_3: 0.3578 (0.3589)  loss_vfl_dn_4: 0.3518 (0.3564)  loss_vfl_dn_5: 0.3520 (0.3556)  time: 0.4829  data: 0.0139  max mem: 5654
Epoch: [54]  [6600/7393]  eta: 0:06:30  lr: 0.000010  loss: 15.7267 (15.5034)  loss_bbox: 0.1492 (0.1493)  loss_bbox_aux_0: 0.1668 (0.1614)  loss_bbox_aux_1: 0.1554 (0.1540)  loss_bbox_aux_2: 0.1537 (0.1514)  loss_bbox_aux_3: 0.1494 (0.1499)  loss_bbox_aux_4: 0.1476 (0.1493)  loss_bbox_aux_5: 0.2079 (0.1975)  loss_bbox_dn_0: 0.2786 (0.2591)  loss_bbox_dn_1: 0.1935 (0.1892)  loss_bbox_dn_2: 0.1671 (0.1688)  loss_bbox_dn_3: 0.1602 (0.1630)  loss_bbox_dn_4: 0.1610 (0.1616)  loss_bbox_dn_5: 0.1610 (0.1616)  loss_giou: 0.4594 (0.4655)  loss_giou_aux_0: 0.4755 (0.4884)  loss_giou_aux_1: 0.4632 (0.4752)  loss_giou_aux_2: 0.4805 (0.4700)  loss_giou_aux_3: 0.4597 (0.4671)  loss_giou_aux_4: 0.4556 (0.4658)  loss_giou_aux_5: 0.5447 (0.5521)  loss_giou_dn_0: 0.5539 (0.5678)  loss_giou_dn_1: 0.4553 (0.4599)  loss_giou_dn_2: 0.4261 (0.4290)  loss_giou_dn_3: 0.4205 (0.4207)  loss_giou_dn_4: 0.4173 (0.4187)  loss_giou_dn_5: 0.4173 (0.4189)  loss_vfl: 0.6666 (0.6630)  loss_vfl_aux_0: 0.7673 (0.7628)  loss_vfl_aux_1: 0.7200 (0.7168)  loss_vfl_aux_2: 0.7020 (0.6891)  loss_vfl_aux_3: 0.6816 (0.6744)  loss_vfl_aux_4: 0.6842 (0.6667)  loss_vfl_aux_5: 0.7473 (0.7486)  loss_vfl_dn_0: 0.4520 (0.4476)  loss_vfl_dn_1: 0.3807 (0.3820)  loss_vfl_dn_2: 0.3654 (0.3661)  loss_vfl_dn_3: 0.3569 (0.3589)  loss_vfl_dn_4: 0.3558 (0.3564)  loss_vfl_dn_5: 0.3566 (0.3556)  time: 0.4664  data: 0.0143  max mem: 5654
Epoch: [54]  [6700/7393]  eta: 0:05:41  lr: 0.000010  loss: 14.8823 (15.5012)  loss_bbox: 0.1414 (0.1493)  loss_bbox_aux_0: 0.1562 (0.1614)  loss_bbox_aux_1: 0.1455 (0.1540)  loss_bbox_aux_2: 0.1422 (0.1513)  loss_bbox_aux_3: 0.1403 (0.1499)  loss_bbox_aux_4: 0.1419 (0.1493)  loss_bbox_aux_5: 0.1908 (0.1975)  loss_bbox_dn_0: 0.2565 (0.2590)  loss_bbox_dn_1: 0.1841 (0.1891)  loss_bbox_dn_2: 0.1653 (0.1687)  loss_bbox_dn_3: 0.1607 (0.1630)  loss_bbox_dn_4: 0.1590 (0.1615)  loss_bbox_dn_5: 0.1589 (0.1615)  loss_giou: 0.4252 (0.4654)  loss_giou_aux_0: 0.4616 (0.4884)  loss_giou_aux_1: 0.4437 (0.4751)  loss_giou_aux_2: 0.4333 (0.4699)  loss_giou_aux_3: 0.4363 (0.4671)  loss_giou_aux_4: 0.4196 (0.4657)  loss_giou_aux_5: 0.5123 (0.5520)  loss_giou_dn_0: 0.5315 (0.5677)  loss_giou_dn_1: 0.4245 (0.4599)  loss_giou_dn_2: 0.3982 (0.4289)  loss_giou_dn_3: 0.3910 (0.4207)  loss_giou_dn_4: 0.3905 (0.4186)  loss_giou_dn_5: 0.3906 (0.4188)  loss_vfl: 0.6497 (0.6629)  loss_vfl_aux_0: 0.7461 (0.7627)  loss_vfl_aux_1: 0.7044 (0.7167)  loss_vfl_aux_2: 0.6772 (0.6891)  loss_vfl_aux_3: 0.6553 (0.6744)  loss_vfl_aux_4: 0.6553 (0.6666)  loss_vfl_aux_5: 0.7289 (0.7485)  loss_vfl_dn_0: 0.4481 (0.4476)  loss_vfl_dn_1: 0.3771 (0.3820)  loss_vfl_dn_2: 0.3624 (0.3661)  loss_vfl_dn_3: 0.3538 (0.3589)  loss_vfl_dn_4: 0.3507 (0.3563)  loss_vfl_dn_5: 0.3499 (0.3556)  time: 0.4720  data: 0.0139  max mem: 5654
Epoch: [54]  [6800/7393]  eta: 0:04:52  lr: 0.000010  loss: 15.1697 (15.5047)  loss_bbox: 0.1453 (0.1492)  loss_bbox_aux_0: 0.1564 (0.1614)  loss_bbox_aux_1: 0.1476 (0.1539)  loss_bbox_aux_2: 0.1480 (0.1513)  loss_bbox_aux_3: 0.1460 (0.1499)  loss_bbox_aux_4: 0.1469 (0.1493)  loss_bbox_aux_5: 0.2046 (0.1975)  loss_bbox_dn_0: 0.2772 (0.2589)  loss_bbox_dn_1: 0.1903 (0.1891)  loss_bbox_dn_2: 0.1603 (0.1687)  loss_bbox_dn_3: 0.1587 (0.1629)  loss_bbox_dn_4: 0.1569 (0.1615)  loss_bbox_dn_5: 0.1569 (0.1615)  loss_giou: 0.4161 (0.4657)  loss_giou_aux_0: 0.4467 (0.4886)  loss_giou_aux_1: 0.4283 (0.4754)  loss_giou_aux_2: 0.4163 (0.4702)  loss_giou_aux_3: 0.4211 (0.4674)  loss_giou_aux_4: 0.4207 (0.4660)  loss_giou_aux_5: 0.5015 (0.5523)  loss_giou_dn_0: 0.5343 (0.5680)  loss_giou_dn_1: 0.4316 (0.4601)  loss_giou_dn_2: 0.3850 (0.4292)  loss_giou_dn_3: 0.3755 (0.4209)  loss_giou_dn_4: 0.3749 (0.4189)  loss_giou_dn_5: 0.3748 (0.4191)  loss_vfl: 0.6626 (0.6630)  loss_vfl_aux_0: 0.7229 (0.7627)  loss_vfl_aux_1: 0.7045 (0.7167)  loss_vfl_aux_2: 0.6933 (0.6892)  loss_vfl_aux_3: 0.6793 (0.6744)  loss_vfl_aux_4: 0.6584 (0.6667)  loss_vfl_aux_5: 0.7328 (0.7484)  loss_vfl_dn_0: 0.4445 (0.4477)  loss_vfl_dn_1: 0.3806 (0.3821)  loss_vfl_dn_2: 0.3654 (0.3662)  loss_vfl_dn_3: 0.3563 (0.3590)  loss_vfl_dn_4: 0.3547 (0.3564)  loss_vfl_dn_5: 0.3555 (0.3557)  time: 0.5014  data: 0.0143  max mem: 5654
Epoch: [54]  [6900/7393]  eta: 0:04:02  lr: 0.000010  loss: 15.3146 (15.5052)  loss_bbox: 0.1516 (0.1492)  loss_bbox_aux_0: 0.1655 (0.1614)  loss_bbox_aux_1: 0.1588 (0.1539)  loss_bbox_aux_2: 0.1544 (0.1513)  loss_bbox_aux_3: 0.1513 (0.1499)  loss_bbox_aux_4: 0.1516 (0.1493)  loss_bbox_aux_5: 0.1957 (0.1975)  loss_bbox_dn_0: 0.2498 (0.2590)  loss_bbox_dn_1: 0.1636 (0.1891)  loss_bbox_dn_2: 0.1438 (0.1687)  loss_bbox_dn_3: 0.1395 (0.1630)  loss_bbox_dn_4: 0.1398 (0.1615)  loss_bbox_dn_5: 0.1398 (0.1616)  loss_giou: 0.4143 (0.4657)  loss_giou_aux_0: 0.4393 (0.4887)  loss_giou_aux_1: 0.4362 (0.4755)  loss_giou_aux_2: 0.4322 (0.4702)  loss_giou_aux_3: 0.4216 (0.4674)  loss_giou_aux_4: 0.4234 (0.4660)  loss_giou_aux_5: 0.5021 (0.5523)  loss_giou_dn_0: 0.5515 (0.5680)  loss_giou_dn_1: 0.4142 (0.4601)  loss_giou_dn_2: 0.3790 (0.4292)  loss_giou_dn_3: 0.3715 (0.4210)  loss_giou_dn_4: 0.3701 (0.4189)  loss_giou_dn_5: 0.3705 (0.4191)  loss_vfl: 0.6420 (0.6630)  loss_vfl_aux_0: 0.7278 (0.7626)  loss_vfl_aux_1: 0.6838 (0.7166)  loss_vfl_aux_2: 0.6672 (0.6891)  loss_vfl_aux_3: 0.6440 (0.6744)  loss_vfl_aux_4: 0.6488 (0.6666)  loss_vfl_aux_5: 0.7196 (0.7484)  loss_vfl_dn_0: 0.4452 (0.4477)  loss_vfl_dn_1: 0.3765 (0.3821)  loss_vfl_dn_2: 0.3582 (0.3662)  loss_vfl_dn_3: 0.3513 (0.3590)  loss_vfl_dn_4: 0.3495 (0.3564)  loss_vfl_dn_5: 0.3489 (0.3557)  time: 0.4814  data: 0.0150  max mem: 5654
Epoch: [54]  [7000/7393]  eta: 0:03:13  lr: 0.000010  loss: 15.6344 (15.5083)  loss_bbox: 0.1542 (0.1493)  loss_bbox_aux_0: 0.1526 (0.1614)  loss_bbox_aux_1: 0.1507 (0.1540)  loss_bbox_aux_2: 0.1460 (0.1513)  loss_bbox_aux_3: 0.1428 (0.1499)  loss_bbox_aux_4: 0.1546 (0.1493)  loss_bbox_aux_5: 0.1911 (0.1975)  loss_bbox_dn_0: 0.2404 (0.2590)  loss_bbox_dn_1: 0.1765 (0.1891)  loss_bbox_dn_2: 0.1605 (0.1687)  loss_bbox_dn_3: 0.1532 (0.1630)  loss_bbox_dn_4: 0.1504 (0.1616)  loss_bbox_dn_5: 0.1503 (0.1616)  loss_giou: 0.4553 (0.4659)  loss_giou_aux_0: 0.4927 (0.4888)  loss_giou_aux_1: 0.4866 (0.4756)  loss_giou_aux_2: 0.4639 (0.4703)  loss_giou_aux_3: 0.4619 (0.4675)  loss_giou_aux_4: 0.4531 (0.4662)  loss_giou_aux_5: 0.5443 (0.5525)  loss_giou_dn_0: 0.5603 (0.5682)  loss_giou_dn_1: 0.4528 (0.4602)  loss_giou_dn_2: 0.4188 (0.4293)  loss_giou_dn_3: 0.4111 (0.4211)  loss_giou_dn_4: 0.4099 (0.4190)  loss_giou_dn_5: 0.4099 (0.4192)  loss_vfl: 0.6574 (0.6631)  loss_vfl_aux_0: 0.7686 (0.7627)  loss_vfl_aux_1: 0.7361 (0.7167)  loss_vfl_aux_2: 0.7027 (0.6892)  loss_vfl_aux_3: 0.6715 (0.6746)  loss_vfl_aux_4: 0.6640 (0.6668)  loss_vfl_aux_5: 0.7639 (0.7485)  loss_vfl_dn_0: 0.4551 (0.4477)  loss_vfl_dn_1: 0.3798 (0.3821)  loss_vfl_dn_2: 0.3668 (0.3662)  loss_vfl_dn_3: 0.3610 (0.3590)  loss_vfl_dn_4: 0.3595 (0.3565)  loss_vfl_dn_5: 0.3595 (0.3558)  time: 0.4969  data: 0.0147  max mem: 5654
Epoch: [54]  [7100/7393]  eta: 0:02:24  lr: 0.000010  loss: 15.5910 (15.5091)  loss_bbox: 0.1326 (0.1492)  loss_bbox_aux_0: 0.1445 (0.1613)  loss_bbox_aux_1: 0.1398 (0.1539)  loss_bbox_aux_2: 0.1351 (0.1513)  loss_bbox_aux_3: 0.1304 (0.1498)  loss_bbox_aux_4: 0.1334 (0.1492)  loss_bbox_aux_5: 0.1802 (0.1974)  loss_bbox_dn_0: 0.2141 (0.2589)  loss_bbox_dn_1: 0.1575 (0.1891)  loss_bbox_dn_2: 0.1424 (0.1687)  loss_bbox_dn_3: 0.1345 (0.1629)  loss_bbox_dn_4: 0.1327 (0.1615)  loss_bbox_dn_5: 0.1327 (0.1615)  loss_giou: 0.5006 (0.4660)  loss_giou_aux_0: 0.5143 (0.4889)  loss_giou_aux_1: 0.5055 (0.4757)  loss_giou_aux_2: 0.5022 (0.4705)  loss_giou_aux_3: 0.4959 (0.4676)  loss_giou_aux_4: 0.5006 (0.4662)  loss_giou_aux_5: 0.6045 (0.5525)  loss_giou_dn_0: 0.5805 (0.5683)  loss_giou_dn_1: 0.4700 (0.4603)  loss_giou_dn_2: 0.4417 (0.4294)  loss_giou_dn_3: 0.4356 (0.4212)  loss_giou_dn_4: 0.4327 (0.4191)  loss_giou_dn_5: 0.4326 (0.4193)  loss_vfl: 0.6233 (0.6632)  loss_vfl_aux_0: 0.7450 (0.7629)  loss_vfl_aux_1: 0.7023 (0.7168)  loss_vfl_aux_2: 0.6550 (0.6893)  loss_vfl_aux_3: 0.6387 (0.6746)  loss_vfl_aux_4: 0.6323 (0.6669)  loss_vfl_aux_5: 0.7175 (0.7485)  loss_vfl_dn_0: 0.4418 (0.4477)  loss_vfl_dn_1: 0.3860 (0.3821)  loss_vfl_dn_2: 0.3697 (0.3663)  loss_vfl_dn_3: 0.3609 (0.3591)  loss_vfl_dn_4: 0.3583 (0.3565)  loss_vfl_dn_5: 0.3573 (0.3558)  time: 0.4855  data: 0.0143  max mem: 5654
Epoch: [54]  [7200/7393]  eta: 0:01:35  lr: 0.000010  loss: 15.7906 (15.5083)  loss_bbox: 0.1443 (0.1492)  loss_bbox_aux_0: 0.1554 (0.1613)  loss_bbox_aux_1: 0.1504 (0.1539)  loss_bbox_aux_2: 0.1454 (0.1513)  loss_bbox_aux_3: 0.1442 (0.1498)  loss_bbox_aux_4: 0.1417 (0.1492)  loss_bbox_aux_5: 0.2046 (0.1974)  loss_bbox_dn_0: 0.2383 (0.2589)  loss_bbox_dn_1: 0.1844 (0.1890)  loss_bbox_dn_2: 0.1677 (0.1686)  loss_bbox_dn_3: 0.1610 (0.1629)  loss_bbox_dn_4: 0.1591 (0.1615)  loss_bbox_dn_5: 0.1591 (0.1615)  loss_giou: 0.4669 (0.4660)  loss_giou_aux_0: 0.5001 (0.4889)  loss_giou_aux_1: 0.4829 (0.4757)  loss_giou_aux_2: 0.4830 (0.4705)  loss_giou_aux_3: 0.4741 (0.4676)  loss_giou_aux_4: 0.4663 (0.4663)  loss_giou_aux_5: 0.5740 (0.5526)  loss_giou_dn_0: 0.5865 (0.5683)  loss_giou_dn_1: 0.4751 (0.4603)  loss_giou_dn_2: 0.4446 (0.4294)  loss_giou_dn_3: 0.4340 (0.4211)  loss_giou_dn_4: 0.4298 (0.4191)  loss_giou_dn_5: 0.4298 (0.4193)  loss_vfl: 0.6791 (0.6631)  loss_vfl_aux_0: 0.7733 (0.7629)  loss_vfl_aux_1: 0.7167 (0.7167)  loss_vfl_aux_2: 0.6887 (0.6892)  loss_vfl_aux_3: 0.6752 (0.6745)  loss_vfl_aux_4: 0.6777 (0.6668)  loss_vfl_aux_5: 0.7386 (0.7483)  loss_vfl_dn_0: 0.4527 (0.4477)  loss_vfl_dn_1: 0.3869 (0.3821)  loss_vfl_dn_2: 0.3722 (0.3662)  loss_vfl_dn_3: 0.3687 (0.3590)  loss_vfl_dn_4: 0.3650 (0.3565)  loss_vfl_dn_5: 0.3641 (0.3558)  time: 0.4766  data: 0.0136  max mem: 5654
Epoch: [54]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.2661 (15.5072)  loss_bbox: 0.1349 (0.1492)  loss_bbox_aux_0: 0.1453 (0.1613)  loss_bbox_aux_1: 0.1383 (0.1539)  loss_bbox_aux_2: 0.1343 (0.1513)  loss_bbox_aux_3: 0.1309 (0.1498)  loss_bbox_aux_4: 0.1330 (0.1492)  loss_bbox_aux_5: 0.1789 (0.1974)  loss_bbox_dn_0: 0.2255 (0.2589)  loss_bbox_dn_1: 0.1668 (0.1890)  loss_bbox_dn_2: 0.1552 (0.1686)  loss_bbox_dn_3: 0.1492 (0.1629)  loss_bbox_dn_4: 0.1491 (0.1615)  loss_bbox_dn_5: 0.1492 (0.1615)  loss_giou: 0.4206 (0.4658)  loss_giou_aux_0: 0.4444 (0.4887)  loss_giou_aux_1: 0.4304 (0.4755)  loss_giou_aux_2: 0.4243 (0.4703)  loss_giou_aux_3: 0.4245 (0.4674)  loss_giou_aux_4: 0.4204 (0.4661)  loss_giou_aux_5: 0.5103 (0.5525)  loss_giou_dn_0: 0.5332 (0.5682)  loss_giou_dn_1: 0.4231 (0.4602)  loss_giou_dn_2: 0.3946 (0.4293)  loss_giou_dn_3: 0.3827 (0.4210)  loss_giou_dn_4: 0.3812 (0.4190)  loss_giou_dn_5: 0.3813 (0.4192)  loss_vfl: 0.6590 (0.6631)  loss_vfl_aux_0: 0.7751 (0.7630)  loss_vfl_aux_1: 0.7300 (0.7169)  loss_vfl_aux_2: 0.6902 (0.6892)  loss_vfl_aux_3: 0.6731 (0.6745)  loss_vfl_aux_4: 0.6651 (0.6668)  loss_vfl_aux_5: 0.7465 (0.7483)  loss_vfl_dn_0: 0.4515 (0.4478)  loss_vfl_dn_1: 0.3866 (0.3821)  loss_vfl_dn_2: 0.3691 (0.3662)  loss_vfl_dn_3: 0.3603 (0.3591)  loss_vfl_dn_4: 0.3568 (0.3565)  loss_vfl_dn_5: 0.3562 (0.3558)  time: 0.4972  data: 0.0140  max mem: 5654
Epoch: [54]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.5707 (15.5075)  loss_bbox: 0.1473 (0.1492)  loss_bbox_aux_0: 0.1630 (0.1613)  loss_bbox_aux_1: 0.1574 (0.1539)  loss_bbox_aux_2: 0.1549 (0.1513)  loss_bbox_aux_3: 0.1508 (0.1497)  loss_bbox_aux_4: 0.1477 (0.1492)  loss_bbox_aux_5: 0.1929 (0.1974)  loss_bbox_dn_0: 0.2401 (0.2588)  loss_bbox_dn_1: 0.1787 (0.1890)  loss_bbox_dn_2: 0.1613 (0.1686)  loss_bbox_dn_3: 0.1583 (0.1629)  loss_bbox_dn_4: 0.1587 (0.1614)  loss_bbox_dn_5: 0.1586 (0.1615)  loss_giou: 0.4495 (0.4660)  loss_giou_aux_0: 0.4920 (0.4889)  loss_giou_aux_1: 0.4819 (0.4757)  loss_giou_aux_2: 0.4914 (0.4705)  loss_giou_aux_3: 0.4462 (0.4676)  loss_giou_aux_4: 0.4586 (0.4663)  loss_giou_aux_5: 0.5430 (0.5526)  loss_giou_dn_0: 0.5621 (0.5683)  loss_giou_dn_1: 0.4682 (0.4603)  loss_giou_dn_2: 0.4366 (0.4294)  loss_giou_dn_3: 0.4254 (0.4211)  loss_giou_dn_4: 0.4200 (0.4191)  loss_giou_dn_5: 0.4200 (0.4193)  loss_vfl: 0.6767 (0.6630)  loss_vfl_aux_0: 0.7634 (0.7628)  loss_vfl_aux_1: 0.7074 (0.7167)  loss_vfl_aux_2: 0.6593 (0.6890)  loss_vfl_aux_3: 0.6775 (0.6744)  loss_vfl_aux_4: 0.6716 (0.6667)  loss_vfl_aux_5: 0.7424 (0.7481)  loss_vfl_dn_0: 0.4556 (0.4478)  loss_vfl_dn_1: 0.3821 (0.3822)  loss_vfl_dn_2: 0.3685 (0.3663)  loss_vfl_dn_3: 0.3599 (0.3591)  loss_vfl_dn_4: 0.3576 (0.3565)  loss_vfl_dn_5: 0.3569 (0.3558)  time: 0.4893  data: 0.0142  max mem: 5654
Epoch: [54] Total time: 1:00:45 (0.4930 s / it)
Averaged stats: lr: 0.000010  loss: 15.5707 (15.5075)  loss_bbox: 0.1473 (0.1492)  loss_bbox_aux_0: 0.1630 (0.1613)  loss_bbox_aux_1: 0.1574 (0.1539)  loss_bbox_aux_2: 0.1549 (0.1513)  loss_bbox_aux_3: 0.1508 (0.1497)  loss_bbox_aux_4: 0.1477 (0.1492)  loss_bbox_aux_5: 0.1929 (0.1974)  loss_bbox_dn_0: 0.2401 (0.2588)  loss_bbox_dn_1: 0.1787 (0.1890)  loss_bbox_dn_2: 0.1613 (0.1686)  loss_bbox_dn_3: 0.1583 (0.1629)  loss_bbox_dn_4: 0.1587 (0.1614)  loss_bbox_dn_5: 0.1586 (0.1615)  loss_giou: 0.4495 (0.4660)  loss_giou_aux_0: 0.4920 (0.4889)  loss_giou_aux_1: 0.4819 (0.4757)  loss_giou_aux_2: 0.4914 (0.4705)  loss_giou_aux_3: 0.4462 (0.4676)  loss_giou_aux_4: 0.4586 (0.4663)  loss_giou_aux_5: 0.5430 (0.5526)  loss_giou_dn_0: 0.5621 (0.5683)  loss_giou_dn_1: 0.4682 (0.4603)  loss_giou_dn_2: 0.4366 (0.4294)  loss_giou_dn_3: 0.4254 (0.4211)  loss_giou_dn_4: 0.4200 (0.4191)  loss_giou_dn_5: 0.4200 (0.4193)  loss_vfl: 0.6767 (0.6630)  loss_vfl_aux_0: 0.7634 (0.7628)  loss_vfl_aux_1: 0.7074 (0.7167)  loss_vfl_aux_2: 0.6593 (0.6890)  loss_vfl_aux_3: 0.6775 (0.6744)  loss_vfl_aux_4: 0.6716 (0.6667)  loss_vfl_aux_5: 0.7424 (0.7481)  loss_vfl_dn_0: 0.4556 (0.4478)  loss_vfl_dn_1: 0.3821 (0.3822)  loss_vfl_dn_2: 0.3685 (0.3663)  loss_vfl_dn_3: 0.3599 (0.3591)  loss_vfl_dn_4: 0.3576 (0.3565)  loss_vfl_dn_5: 0.3569 (0.3558)
Test:  [  0/157]  eta: 0:04:24    time: 1.6826  data: 1.2374  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5164  data: 0.1351  max mem: 5654
Test:  [ 20/157]  eta: 0:01:43    time: 0.7086  data: 0.0255  max mem: 5654
Test:  [ 30/157]  eta: 0:01:20    time: 0.7040  data: 0.0262  max mem: 5654
Test:  [ 40/157]  eta: 0:01:07    time: 0.3904  data: 0.0264  max mem: 5654
Test:  [ 50/157]  eta: 0:00:57    time: 0.3936  data: 0.0266  max mem: 5654
Test:  [ 60/157]  eta: 0:00:50    time: 0.4031  data: 0.0272  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.4015  data: 0.0272  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3962  data: 0.0266  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.3964  data: 0.0263  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3899  data: 0.0262  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3899  data: 0.0260  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3889  data: 0.0260  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3880  data: 0.0259  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.6954  data: 0.0261  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6847  data: 0.0265  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3654  data: 0.0251  max mem: 5654
Test: Total time: 0:01:15 (0.4805 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.76s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.529
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.708
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.570
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.352
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.573
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.705
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.391
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.655
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.721
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.551
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.769
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.884
best_stat:  {'epoch': 49, 'coco_eval_bbox': 0.5287010443147385}
Epoch: [55]  [   0/7393]  eta: 1 day, 1:09:34  lr: 0.000010  loss: 16.8883 (16.8883)  loss_bbox: 0.1687 (0.1687)  loss_bbox_aux_0: 0.1765 (0.1765)  loss_bbox_aux_1: 0.1912 (0.1912)  loss_bbox_aux_2: 0.1842 (0.1842)  loss_bbox_aux_3: 0.1774 (0.1774)  loss_bbox_aux_4: 0.1742 (0.1742)  loss_bbox_aux_5: 0.2073 (0.2073)  loss_bbox_dn_0: 0.2092 (0.2092)  loss_bbox_dn_1: 0.1529 (0.1529)  loss_bbox_dn_2: 0.1412 (0.1412)  loss_bbox_dn_3: 0.1390 (0.1390)  loss_bbox_dn_4: 0.1395 (0.1395)  loss_bbox_dn_5: 0.1396 (0.1396)  loss_giou: 0.6992 (0.6992)  loss_giou_aux_0: 0.7099 (0.7099)  loss_giou_aux_1: 0.6900 (0.6900)  loss_giou_aux_2: 0.7218 (0.7218)  loss_giou_aux_3: 0.7178 (0.7178)  loss_giou_aux_4: 0.7138 (0.7138)  loss_giou_aux_5: 0.7727 (0.7727)  loss_giou_dn_0: 0.6792 (0.6792)  loss_giou_dn_1: 0.5708 (0.5708)  loss_giou_dn_2: 0.5551 (0.5551)  loss_giou_dn_3: 0.5466 (0.5466)  loss_giou_dn_4: 0.5458 (0.5458)  loss_giou_dn_5: 0.5488 (0.5488)  loss_vfl: 0.5310 (0.5310)  loss_vfl_aux_0: 0.6333 (0.6333)  loss_vfl_aux_1: 0.5810 (0.5810)  loss_vfl_aux_2: 0.5330 (0.5330)  loss_vfl_aux_3: 0.5374 (0.5374)  loss_vfl_aux_4: 0.5226 (0.5226)  loss_vfl_aux_5: 0.6364 (0.6364)  loss_vfl_dn_0: 0.4218 (0.4218)  loss_vfl_dn_1: 0.3736 (0.3736)  loss_vfl_dn_2: 0.3648 (0.3648)  loss_vfl_dn_3: 0.3600 (0.3600)  loss_vfl_dn_4: 0.3590 (0.3590)  loss_vfl_dn_5: 0.3623 (0.3623)  time: 12.2514  data: 3.2341  max mem: 5654
Epoch: [55]  [ 100/7393]  eta: 1:21:45  lr: 0.000010  loss: 15.5200 (15.3762)  loss_bbox: 0.1395 (0.1464)  loss_bbox_aux_0: 0.1575 (0.1617)  loss_bbox_aux_1: 0.1463 (0.1530)  loss_bbox_aux_2: 0.1407 (0.1492)  loss_bbox_aux_3: 0.1412 (0.1473)  loss_bbox_aux_4: 0.1414 (0.1455)  loss_bbox_aux_5: 0.1959 (0.1982)  loss_bbox_dn_0: 0.2497 (0.2560)  loss_bbox_dn_1: 0.1913 (0.1869)  loss_bbox_dn_2: 0.1661 (0.1663)  loss_bbox_dn_3: 0.1597 (0.1600)  loss_bbox_dn_4: 0.1573 (0.1586)  loss_bbox_dn_5: 0.1574 (0.1586)  loss_giou: 0.4410 (0.4587)  loss_giou_aux_0: 0.4691 (0.4837)  loss_giou_aux_1: 0.4432 (0.4685)  loss_giou_aux_2: 0.4483 (0.4630)  loss_giou_aux_3: 0.4445 (0.4601)  loss_giou_aux_4: 0.4423 (0.4586)  loss_giou_aux_5: 0.5353 (0.5475)  loss_giou_dn_0: 0.5646 (0.5629)  loss_giou_dn_1: 0.4537 (0.4542)  loss_giou_dn_2: 0.4228 (0.4232)  loss_giou_dn_3: 0.4139 (0.4151)  loss_giou_dn_4: 0.4120 (0.4133)  loss_giou_dn_5: 0.4121 (0.4135)  loss_vfl: 0.6483 (0.6633)  loss_vfl_aux_0: 0.7660 (0.7604)  loss_vfl_aux_1: 0.7299 (0.7155)  loss_vfl_aux_2: 0.6795 (0.6885)  loss_vfl_aux_3: 0.6663 (0.6737)  loss_vfl_aux_4: 0.6643 (0.6674)  loss_vfl_aux_5: 0.7605 (0.7447)  loss_vfl_dn_0: 0.4470 (0.4481)  loss_vfl_dn_1: 0.3827 (0.3799)  loss_vfl_dn_2: 0.3632 (0.3631)  loss_vfl_dn_3: 0.3567 (0.3555)  loss_vfl_dn_4: 0.3540 (0.3535)  loss_vfl_dn_5: 0.3529 (0.3525)  time: 0.4922  data: 0.0152  max mem: 5654
Epoch: [55]  [ 200/7393]  eta: 1:09:23  lr: 0.000010  loss: 14.9693 (15.4443)  loss_bbox: 0.1392 (0.1475)  loss_bbox_aux_0: 0.1482 (0.1614)  loss_bbox_aux_1: 0.1337 (0.1535)  loss_bbox_aux_2: 0.1354 (0.1504)  loss_bbox_aux_3: 0.1395 (0.1484)  loss_bbox_aux_4: 0.1395 (0.1473)  loss_bbox_aux_5: 0.1783 (0.1964)  loss_bbox_dn_0: 0.2121 (0.2565)  loss_bbox_dn_1: 0.1582 (0.1880)  loss_bbox_dn_2: 0.1422 (0.1678)  loss_bbox_dn_3: 0.1421 (0.1617)  loss_bbox_dn_4: 0.1417 (0.1605)  loss_bbox_dn_5: 0.1418 (0.1605)  loss_giou: 0.4705 (0.4612)  loss_giou_aux_0: 0.4887 (0.4848)  loss_giou_aux_1: 0.4851 (0.4714)  loss_giou_aux_2: 0.4769 (0.4658)  loss_giou_aux_3: 0.4736 (0.4621)  loss_giou_aux_4: 0.4714 (0.4610)  loss_giou_aux_5: 0.5710 (0.5473)  loss_giou_dn_0: 0.5734 (0.5654)  loss_giou_dn_1: 0.4665 (0.4575)  loss_giou_dn_2: 0.4457 (0.4260)  loss_giou_dn_3: 0.4387 (0.4179)  loss_giou_dn_4: 0.4367 (0.4160)  loss_giou_dn_5: 0.4370 (0.4162)  loss_vfl: 0.6448 (0.6648)  loss_vfl_aux_0: 0.7357 (0.7622)  loss_vfl_aux_1: 0.6962 (0.7156)  loss_vfl_aux_2: 0.6727 (0.6900)  loss_vfl_aux_3: 0.6578 (0.6762)  loss_vfl_aux_4: 0.6563 (0.6690)  loss_vfl_aux_5: 0.7136 (0.7486)  loss_vfl_dn_0: 0.4538 (0.4491)  loss_vfl_dn_1: 0.3850 (0.3818)  loss_vfl_dn_2: 0.3731 (0.3653)  loss_vfl_dn_3: 0.3705 (0.3581)  loss_vfl_dn_4: 0.3672 (0.3559)  loss_vfl_dn_5: 0.3668 (0.3551)  time: 0.4988  data: 0.0154  max mem: 5654
Epoch: [55]  [ 300/7393]  eta: 1:04:33  lr: 0.000010  loss: 15.8631 (15.5095)  loss_bbox: 0.1445 (0.1475)  loss_bbox_aux_0: 0.1654 (0.1620)  loss_bbox_aux_1: 0.1480 (0.1536)  loss_bbox_aux_2: 0.1490 (0.1503)  loss_bbox_aux_3: 0.1401 (0.1485)  loss_bbox_aux_4: 0.1444 (0.1476)  loss_bbox_aux_5: 0.1929 (0.1959)  loss_bbox_dn_0: 0.2388 (0.2531)  loss_bbox_dn_1: 0.1853 (0.1856)  loss_bbox_dn_2: 0.1617 (0.1658)  loss_bbox_dn_3: 0.1466 (0.1599)  loss_bbox_dn_4: 0.1439 (0.1588)  loss_bbox_dn_5: 0.1439 (0.1588)  loss_giou: 0.5372 (0.4700)  loss_giou_aux_0: 0.5616 (0.4942)  loss_giou_aux_1: 0.5525 (0.4803)  loss_giou_aux_2: 0.5459 (0.4751)  loss_giou_aux_3: 0.5415 (0.4712)  loss_giou_aux_4: 0.5376 (0.4704)  loss_giou_aux_5: 0.6235 (0.5553)  loss_giou_dn_0: 0.6098 (0.5703)  loss_giou_dn_1: 0.4936 (0.4634)  loss_giou_dn_2: 0.4622 (0.4322)  loss_giou_dn_3: 0.4506 (0.4241)  loss_giou_dn_4: 0.4471 (0.4221)  loss_giou_dn_5: 0.4473 (0.4223)  loss_vfl: 0.6442 (0.6621)  loss_vfl_aux_0: 0.7414 (0.7555)  loss_vfl_aux_1: 0.7038 (0.7130)  loss_vfl_aux_2: 0.6786 (0.6865)  loss_vfl_aux_3: 0.6599 (0.6732)  loss_vfl_aux_4: 0.6365 (0.6659)  loss_vfl_aux_5: 0.7087 (0.7447)  loss_vfl_dn_0: 0.4482 (0.4487)  loss_vfl_dn_1: 0.3902 (0.3826)  loss_vfl_dn_2: 0.3718 (0.3665)  loss_vfl_dn_3: 0.3664 (0.3593)  loss_vfl_dn_4: 0.3655 (0.3571)  loss_vfl_dn_5: 0.3622 (0.3563)  time: 0.4751  data: 0.0150  max mem: 5654
Epoch: [55]  [ 400/7393]  eta: 1:01:51  lr: 0.000010  loss: 15.2815 (15.4933)  loss_bbox: 0.1391 (0.1465)  loss_bbox_aux_0: 0.1599 (0.1605)  loss_bbox_aux_1: 0.1449 (0.1518)  loss_bbox_aux_2: 0.1404 (0.1489)  loss_bbox_aux_3: 0.1350 (0.1476)  loss_bbox_aux_4: 0.1408 (0.1468)  loss_bbox_aux_5: 0.1891 (0.1944)  loss_bbox_dn_0: 0.2255 (0.2499)  loss_bbox_dn_1: 0.1620 (0.1833)  loss_bbox_dn_2: 0.1485 (0.1637)  loss_bbox_dn_3: 0.1439 (0.1581)  loss_bbox_dn_4: 0.1440 (0.1570)  loss_bbox_dn_5: 0.1440 (0.1570)  loss_giou: 0.4606 (0.4738)  loss_giou_aux_0: 0.4626 (0.4976)  loss_giou_aux_1: 0.4619 (0.4836)  loss_giou_aux_2: 0.4568 (0.4786)  loss_giou_aux_3: 0.4545 (0.4753)  loss_giou_aux_4: 0.4605 (0.4747)  loss_giou_aux_5: 0.5312 (0.5591)  loss_giou_dn_0: 0.5645 (0.5722)  loss_giou_dn_1: 0.4486 (0.4651)  loss_giou_dn_2: 0.4149 (0.4339)  loss_giou_dn_3: 0.4084 (0.4259)  loss_giou_dn_4: 0.4046 (0.4240)  loss_giou_dn_5: 0.4051 (0.4241)  loss_vfl: 0.6502 (0.6576)  loss_vfl_aux_0: 0.7033 (0.7508)  loss_vfl_aux_1: 0.6873 (0.7094)  loss_vfl_aux_2: 0.6814 (0.6825)  loss_vfl_aux_3: 0.6667 (0.6682)  loss_vfl_aux_4: 0.6452 (0.6606)  loss_vfl_aux_5: 0.7205 (0.7404)  loss_vfl_dn_0: 0.4430 (0.4481)  loss_vfl_dn_1: 0.3809 (0.3825)  loss_vfl_dn_2: 0.3681 (0.3667)  loss_vfl_dn_3: 0.3606 (0.3595)  loss_vfl_dn_4: 0.3578 (0.3573)  loss_vfl_dn_5: 0.3527 (0.3565)  time: 0.4864  data: 0.0147  max mem: 5654
Epoch: [55]  [ 500/7393]  eta: 0:59:50  lr: 0.000010  loss: 15.9342 (15.4920)  loss_bbox: 0.1654 (0.1474)  loss_bbox_aux_0: 0.1680 (0.1612)  loss_bbox_aux_1: 0.1651 (0.1526)  loss_bbox_aux_2: 0.1568 (0.1499)  loss_bbox_aux_3: 0.1603 (0.1486)  loss_bbox_aux_4: 0.1654 (0.1479)  loss_bbox_aux_5: 0.2071 (0.1956)  loss_bbox_dn_0: 0.2883 (0.2529)  loss_bbox_dn_1: 0.2119 (0.1853)  loss_bbox_dn_2: 0.1855 (0.1655)  loss_bbox_dn_3: 0.1751 (0.1599)  loss_bbox_dn_4: 0.1752 (0.1587)  loss_bbox_dn_5: 0.1752 (0.1587)  loss_giou: 0.4280 (0.4711)  loss_giou_aux_0: 0.4411 (0.4948)  loss_giou_aux_1: 0.4393 (0.4806)  loss_giou_aux_2: 0.4379 (0.4756)  loss_giou_aux_3: 0.4295 (0.4726)  loss_giou_aux_4: 0.4240 (0.4718)  loss_giou_aux_5: 0.5274 (0.5563)  loss_giou_dn_0: 0.5674 (0.5704)  loss_giou_dn_1: 0.4604 (0.4633)  loss_giou_dn_2: 0.4320 (0.4323)  loss_giou_dn_3: 0.4222 (0.4242)  loss_giou_dn_4: 0.4197 (0.4223)  loss_giou_dn_5: 0.4198 (0.4225)  loss_vfl: 0.6474 (0.6592)  loss_vfl_aux_0: 0.7553 (0.7532)  loss_vfl_aux_1: 0.7069 (0.7110)  loss_vfl_aux_2: 0.6913 (0.6849)  loss_vfl_aux_3: 0.6616 (0.6696)  loss_vfl_aux_4: 0.6481 (0.6619)  loss_vfl_aux_5: 0.7521 (0.7428)  loss_vfl_dn_0: 0.4434 (0.4476)  loss_vfl_dn_1: 0.3811 (0.3822)  loss_vfl_dn_2: 0.3670 (0.3661)  loss_vfl_dn_3: 0.3638 (0.3589)  loss_vfl_dn_4: 0.3601 (0.3567)  loss_vfl_dn_5: 0.3568 (0.3559)  time: 0.4929  data: 0.0149  max mem: 5654
Epoch: [55]  [ 600/7393]  eta: 0:58:10  lr: 0.000010  loss: 15.4339 (15.5039)  loss_bbox: 0.1270 (0.1471)  loss_bbox_aux_0: 0.1530 (0.1609)  loss_bbox_aux_1: 0.1452 (0.1525)  loss_bbox_aux_2: 0.1379 (0.1497)  loss_bbox_aux_3: 0.1329 (0.1483)  loss_bbox_aux_4: 0.1265 (0.1475)  loss_bbox_aux_5: 0.1926 (0.1957)  loss_bbox_dn_0: 0.2379 (0.2527)  loss_bbox_dn_1: 0.1656 (0.1850)  loss_bbox_dn_2: 0.1435 (0.1651)  loss_bbox_dn_3: 0.1410 (0.1595)  loss_bbox_dn_4: 0.1378 (0.1583)  loss_bbox_dn_5: 0.1379 (0.1583)  loss_giou: 0.4724 (0.4725)  loss_giou_aux_0: 0.5073 (0.4963)  loss_giou_aux_1: 0.4943 (0.4823)  loss_giou_aux_2: 0.4777 (0.4771)  loss_giou_aux_3: 0.4884 (0.4740)  loss_giou_aux_4: 0.4709 (0.4730)  loss_giou_aux_5: 0.5621 (0.5580)  loss_giou_dn_0: 0.5752 (0.5713)  loss_giou_dn_1: 0.4680 (0.4640)  loss_giou_dn_2: 0.4377 (0.4328)  loss_giou_dn_3: 0.4331 (0.4247)  loss_giou_dn_4: 0.4311 (0.4228)  loss_giou_dn_5: 0.4315 (0.4229)  loss_vfl: 0.6471 (0.6592)  loss_vfl_aux_0: 0.7475 (0.7544)  loss_vfl_aux_1: 0.6926 (0.7107)  loss_vfl_aux_2: 0.6856 (0.6848)  loss_vfl_aux_3: 0.6621 (0.6698)  loss_vfl_aux_4: 0.6501 (0.6622)  loss_vfl_aux_5: 0.7389 (0.7422)  loss_vfl_dn_0: 0.4449 (0.4478)  loss_vfl_dn_1: 0.3791 (0.3823)  loss_vfl_dn_2: 0.3661 (0.3663)  loss_vfl_dn_3: 0.3597 (0.3591)  loss_vfl_dn_4: 0.3560 (0.3567)  loss_vfl_dn_5: 0.3546 (0.3560)  time: 0.4814  data: 0.0147  max mem: 5654
Epoch: [55]  [ 700/7393]  eta: 0:56:48  lr: 0.000010  loss: 15.5110 (15.5031)  loss_bbox: 0.1458 (0.1479)  loss_bbox_aux_0: 0.1550 (0.1614)  loss_bbox_aux_1: 0.1517 (0.1532)  loss_bbox_aux_2: 0.1495 (0.1504)  loss_bbox_aux_3: 0.1482 (0.1491)  loss_bbox_aux_4: 0.1463 (0.1483)  loss_bbox_aux_5: 0.1960 (0.1962)  loss_bbox_dn_0: 0.2423 (0.2541)  loss_bbox_dn_1: 0.1744 (0.1860)  loss_bbox_dn_2: 0.1556 (0.1661)  loss_bbox_dn_3: 0.1559 (0.1605)  loss_bbox_dn_4: 0.1580 (0.1593)  loss_bbox_dn_5: 0.1579 (0.1593)  loss_giou: 0.4914 (0.4721)  loss_giou_aux_0: 0.4958 (0.4952)  loss_giou_aux_1: 0.4980 (0.4816)  loss_giou_aux_2: 0.4929 (0.4766)  loss_giou_aux_3: 0.4836 (0.4736)  loss_giou_aux_4: 0.4867 (0.4726)  loss_giou_aux_5: 0.5509 (0.5570)  loss_giou_dn_0: 0.5737 (0.5709)  loss_giou_dn_1: 0.4755 (0.4635)  loss_giou_dn_2: 0.4434 (0.4326)  loss_giou_dn_3: 0.4375 (0.4244)  loss_giou_dn_4: 0.4360 (0.4224)  loss_giou_dn_5: 0.4360 (0.4226)  loss_vfl: 0.6508 (0.6582)  loss_vfl_aux_0: 0.7282 (0.7542)  loss_vfl_aux_1: 0.6837 (0.7097)  loss_vfl_aux_2: 0.6641 (0.6839)  loss_vfl_aux_3: 0.6496 (0.6688)  loss_vfl_aux_4: 0.6551 (0.6613)  loss_vfl_aux_5: 0.7245 (0.7409)  loss_vfl_dn_0: 0.4539 (0.4477)  loss_vfl_dn_1: 0.3908 (0.3824)  loss_vfl_dn_2: 0.3752 (0.3666)  loss_vfl_dn_3: 0.3682 (0.3593)  loss_vfl_dn_4: 0.3668 (0.3569)  loss_vfl_dn_5: 0.3665 (0.3562)  time: 0.4773  data: 0.0140  max mem: 5654
Epoch: [55]  [ 800/7393]  eta: 0:55:37  lr: 0.000010  loss: 15.3891 (15.5167)  loss_bbox: 0.1452 (0.1484)  loss_bbox_aux_0: 0.1603 (0.1617)  loss_bbox_aux_1: 0.1503 (0.1535)  loss_bbox_aux_2: 0.1448 (0.1509)  loss_bbox_aux_3: 0.1486 (0.1495)  loss_bbox_aux_4: 0.1452 (0.1487)  loss_bbox_aux_5: 0.2042 (0.1969)  loss_bbox_dn_0: 0.2489 (0.2556)  loss_bbox_dn_1: 0.1858 (0.1873)  loss_bbox_dn_2: 0.1666 (0.1673)  loss_bbox_dn_3: 0.1586 (0.1616)  loss_bbox_dn_4: 0.1543 (0.1604)  loss_bbox_dn_5: 0.1542 (0.1604)  loss_giou: 0.4367 (0.4721)  loss_giou_aux_0: 0.4495 (0.4946)  loss_giou_aux_1: 0.4417 (0.4811)  loss_giou_aux_2: 0.4291 (0.4761)  loss_giou_aux_3: 0.4363 (0.4735)  loss_giou_aux_4: 0.4346 (0.4724)  loss_giou_aux_5: 0.5261 (0.5570)  loss_giou_dn_0: 0.5417 (0.5708)  loss_giou_dn_1: 0.4432 (0.4634)  loss_giou_dn_2: 0.4131 (0.4326)  loss_giou_dn_3: 0.3994 (0.4245)  loss_giou_dn_4: 0.3972 (0.4225)  loss_giou_dn_5: 0.3979 (0.4227)  loss_vfl: 0.6562 (0.6580)  loss_vfl_aux_0: 0.7603 (0.7564)  loss_vfl_aux_1: 0.7247 (0.7113)  loss_vfl_aux_2: 0.6967 (0.6847)  loss_vfl_aux_3: 0.6955 (0.6694)  loss_vfl_aux_4: 0.6568 (0.6613)  loss_vfl_aux_5: 0.7475 (0.7419)  loss_vfl_dn_0: 0.4424 (0.4477)  loss_vfl_dn_1: 0.3786 (0.3823)  loss_vfl_dn_2: 0.3609 (0.3665)  loss_vfl_dn_3: 0.3546 (0.3592)  loss_vfl_dn_4: 0.3513 (0.3568)  loss_vfl_dn_5: 0.3512 (0.3560)  time: 0.4799  data: 0.0138  max mem: 5654
Epoch: [55]  [ 900/7393]  eta: 0:55:16  lr: 0.000010  loss: 15.5214 (15.5185)  loss_bbox: 0.1457 (0.1489)  loss_bbox_aux_0: 0.1662 (0.1622)  loss_bbox_aux_1: 0.1611 (0.1540)  loss_bbox_aux_2: 0.1488 (0.1513)  loss_bbox_aux_3: 0.1389 (0.1498)  loss_bbox_aux_4: 0.1392 (0.1492)  loss_bbox_aux_5: 0.2053 (0.1977)  loss_bbox_dn_0: 0.2619 (0.2559)  loss_bbox_dn_1: 0.1936 (0.1874)  loss_bbox_dn_2: 0.1719 (0.1673)  loss_bbox_dn_3: 0.1636 (0.1616)  loss_bbox_dn_4: 0.1626 (0.1604)  loss_bbox_dn_5: 0.1626 (0.1604)  loss_giou: 0.4466 (0.4712)  loss_giou_aux_0: 0.4767 (0.4939)  loss_giou_aux_1: 0.4433 (0.4802)  loss_giou_aux_2: 0.4509 (0.4753)  loss_giou_aux_3: 0.4434 (0.4724)  loss_giou_aux_4: 0.4492 (0.4714)  loss_giou_aux_5: 0.5173 (0.5563)  loss_giou_dn_0: 0.5589 (0.5699)  loss_giou_dn_1: 0.4639 (0.4625)  loss_giou_dn_2: 0.4210 (0.4318)  loss_giou_dn_3: 0.4111 (0.4236)  loss_giou_dn_4: 0.4086 (0.4216)  loss_giou_dn_5: 0.4084 (0.4218)  loss_vfl: 0.6966 (0.6585)  loss_vfl_aux_0: 0.7885 (0.7583)  loss_vfl_aux_1: 0.7463 (0.7137)  loss_vfl_aux_2: 0.7268 (0.6858)  loss_vfl_aux_3: 0.7025 (0.6713)  loss_vfl_aux_4: 0.7095 (0.6622)  loss_vfl_aux_5: 0.7756 (0.7438)  loss_vfl_dn_0: 0.4417 (0.4477)  loss_vfl_dn_1: 0.3762 (0.3819)  loss_vfl_dn_2: 0.3635 (0.3661)  loss_vfl_dn_3: 0.3561 (0.3588)  loss_vfl_dn_4: 0.3526 (0.3563)  loss_vfl_dn_5: 0.3523 (0.3556)  time: 0.4799  data: 0.0148  max mem: 5654
Epoch: [55]  [1000/7393]  eta: 0:54:05  lr: 0.000010  loss: 15.8001 (15.4957)  loss_bbox: 0.1436 (0.1484)  loss_bbox_aux_0: 0.1539 (0.1620)  loss_bbox_aux_1: 0.1478 (0.1537)  loss_bbox_aux_2: 0.1406 (0.1508)  loss_bbox_aux_3: 0.1443 (0.1493)  loss_bbox_aux_4: 0.1425 (0.1487)  loss_bbox_aux_5: 0.1887 (0.1972)  loss_bbox_dn_0: 0.2407 (0.2556)  loss_bbox_dn_1: 0.1764 (0.1868)  loss_bbox_dn_2: 0.1517 (0.1667)  loss_bbox_dn_3: 0.1458 (0.1610)  loss_bbox_dn_4: 0.1453 (0.1597)  loss_bbox_dn_5: 0.1453 (0.1597)  loss_giou: 0.4677 (0.4698)  loss_giou_aux_0: 0.4973 (0.4926)  loss_giou_aux_1: 0.4946 (0.4790)  loss_giou_aux_2: 0.4749 (0.4741)  loss_giou_aux_3: 0.4670 (0.4709)  loss_giou_aux_4: 0.4629 (0.4700)  loss_giou_aux_5: 0.6014 (0.5555)  loss_giou_dn_0: 0.5693 (0.5692)  loss_giou_dn_1: 0.4791 (0.4615)  loss_giou_dn_2: 0.4465 (0.4308)  loss_giou_dn_3: 0.4363 (0.4226)  loss_giou_dn_4: 0.4357 (0.4207)  loss_giou_dn_5: 0.4358 (0.4209)  loss_vfl: 0.6460 (0.6587)  loss_vfl_aux_0: 0.7405 (0.7579)  loss_vfl_aux_1: 0.7122 (0.7133)  loss_vfl_aux_2: 0.6689 (0.6858)  loss_vfl_aux_3: 0.6503 (0.6716)  loss_vfl_aux_4: 0.6563 (0.6625)  loss_vfl_aux_5: 0.7360 (0.7439)  loss_vfl_dn_0: 0.4465 (0.4474)  loss_vfl_dn_1: 0.3922 (0.3817)  loss_vfl_dn_2: 0.3715 (0.3658)  loss_vfl_dn_3: 0.3669 (0.3585)  loss_vfl_dn_4: 0.3640 (0.3560)  loss_vfl_dn_5: 0.3633 (0.3552)  time: 0.4903  data: 0.0139  max mem: 5654
Epoch: [55]  [1100/7393]  eta: 0:52:59  lr: 0.000010  loss: 14.9519 (15.4946)  loss_bbox: 0.1345 (0.1480)  loss_bbox_aux_0: 0.1509 (0.1616)  loss_bbox_aux_1: 0.1424 (0.1532)  loss_bbox_aux_2: 0.1437 (0.1504)  loss_bbox_aux_3: 0.1351 (0.1489)  loss_bbox_aux_4: 0.1345 (0.1483)  loss_bbox_aux_5: 0.1850 (0.1965)  loss_bbox_dn_0: 0.2507 (0.2557)  loss_bbox_dn_1: 0.1866 (0.1869)  loss_bbox_dn_2: 0.1686 (0.1668)  loss_bbox_dn_3: 0.1643 (0.1610)  loss_bbox_dn_4: 0.1627 (0.1598)  loss_bbox_dn_5: 0.1627 (0.1598)  loss_giou: 0.3865 (0.4691)  loss_giou_aux_0: 0.4152 (0.4920)  loss_giou_aux_1: 0.4019 (0.4784)  loss_giou_aux_2: 0.4004 (0.4735)  loss_giou_aux_3: 0.4028 (0.4702)  loss_giou_aux_4: 0.3877 (0.4694)  loss_giou_aux_5: 0.4794 (0.5545)  loss_giou_dn_0: 0.5106 (0.5687)  loss_giou_dn_1: 0.3990 (0.4611)  loss_giou_dn_2: 0.3711 (0.4305)  loss_giou_dn_3: 0.3619 (0.4223)  loss_giou_dn_4: 0.3610 (0.4203)  loss_giou_dn_5: 0.3610 (0.4205)  loss_vfl: 0.6525 (0.6603)  loss_vfl_aux_0: 0.7551 (0.7589)  loss_vfl_aux_1: 0.7180 (0.7145)  loss_vfl_aux_2: 0.6487 (0.6869)  loss_vfl_aux_3: 0.6648 (0.6733)  loss_vfl_aux_4: 0.6541 (0.6639)  loss_vfl_aux_5: 0.7704 (0.7456)  loss_vfl_dn_0: 0.4417 (0.4473)  loss_vfl_dn_1: 0.3801 (0.3816)  loss_vfl_dn_2: 0.3634 (0.3657)  loss_vfl_dn_3: 0.3532 (0.3584)  loss_vfl_dn_4: 0.3474 (0.3559)  loss_vfl_dn_5: 0.3461 (0.3552)  time: 0.4835  data: 0.0139  max mem: 5654
Epoch: [55]  [1200/7393]  eta: 0:51:58  lr: 0.000010  loss: 14.7897 (15.4769)  loss_bbox: 0.1398 (0.1481)  loss_bbox_aux_0: 0.1568 (0.1616)  loss_bbox_aux_1: 0.1485 (0.1532)  loss_bbox_aux_2: 0.1422 (0.1504)  loss_bbox_aux_3: 0.1352 (0.1489)  loss_bbox_aux_4: 0.1406 (0.1484)  loss_bbox_aux_5: 0.1917 (0.1965)  loss_bbox_dn_0: 0.2473 (0.2562)  loss_bbox_dn_1: 0.1860 (0.1872)  loss_bbox_dn_2: 0.1659 (0.1670)  loss_bbox_dn_3: 0.1540 (0.1612)  loss_bbox_dn_4: 0.1525 (0.1600)  loss_bbox_dn_5: 0.1525 (0.1600)  loss_giou: 0.4030 (0.4677)  loss_giou_aux_0: 0.4144 (0.4907)  loss_giou_aux_1: 0.4027 (0.4769)  loss_giou_aux_2: 0.4065 (0.4722)  loss_giou_aux_3: 0.3968 (0.4687)  loss_giou_aux_4: 0.4038 (0.4680)  loss_giou_aux_5: 0.4715 (0.5531)  loss_giou_dn_0: 0.5355 (0.5678)  loss_giou_dn_1: 0.4202 (0.4601)  loss_giou_dn_2: 0.3891 (0.4294)  loss_giou_dn_3: 0.3809 (0.4212)  loss_giou_dn_4: 0.3772 (0.4193)  loss_giou_dn_5: 0.3773 (0.4195)  loss_vfl: 0.6563 (0.6600)  loss_vfl_aux_0: 0.7429 (0.7584)  loss_vfl_aux_1: 0.6844 (0.7141)  loss_vfl_aux_2: 0.6608 (0.6864)  loss_vfl_aux_3: 0.6580 (0.6731)  loss_vfl_aux_4: 0.6572 (0.6637)  loss_vfl_aux_5: 0.7130 (0.7452)  loss_vfl_dn_0: 0.4391 (0.4472)  loss_vfl_dn_1: 0.3751 (0.3814)  loss_vfl_dn_2: 0.3618 (0.3655)  loss_vfl_dn_3: 0.3508 (0.3581)  loss_vfl_dn_4: 0.3459 (0.3556)  loss_vfl_dn_5: 0.3433 (0.3549)  time: 0.4831  data: 0.0137  max mem: 5654
Epoch: [55]  [1300/7393]  eta: 0:50:57  lr: 0.000010  loss: 15.8986 (15.4860)  loss_bbox: 0.1525 (0.1486)  loss_bbox_aux_0: 0.1504 (0.1620)  loss_bbox_aux_1: 0.1597 (0.1536)  loss_bbox_aux_2: 0.1561 (0.1508)  loss_bbox_aux_3: 0.1556 (0.1494)  loss_bbox_aux_4: 0.1537 (0.1488)  loss_bbox_aux_5: 0.1939 (0.1969)  loss_bbox_dn_0: 0.2494 (0.2572)  loss_bbox_dn_1: 0.1908 (0.1880)  loss_bbox_dn_2: 0.1624 (0.1677)  loss_bbox_dn_3: 0.1578 (0.1619)  loss_bbox_dn_4: 0.1527 (0.1607)  loss_bbox_dn_5: 0.1527 (0.1607)  loss_giou: 0.4510 (0.4668)  loss_giou_aux_0: 0.4724 (0.4898)  loss_giou_aux_1: 0.4646 (0.4760)  loss_giou_aux_2: 0.4623 (0.4712)  loss_giou_aux_3: 0.4586 (0.4678)  loss_giou_aux_4: 0.4500 (0.4671)  loss_giou_aux_5: 0.5662 (0.5524)  loss_giou_dn_0: 0.5820 (0.5675)  loss_giou_dn_1: 0.4670 (0.4597)  loss_giou_dn_2: 0.4368 (0.4289)  loss_giou_dn_3: 0.4282 (0.4207)  loss_giou_dn_4: 0.4244 (0.4187)  loss_giou_dn_5: 0.4245 (0.4189)  loss_vfl: 0.6694 (0.6610)  loss_vfl_aux_0: 0.8065 (0.7600)  loss_vfl_aux_1: 0.7298 (0.7153)  loss_vfl_aux_2: 0.7015 (0.6876)  loss_vfl_aux_3: 0.6898 (0.6743)  loss_vfl_aux_4: 0.6722 (0.6648)  loss_vfl_aux_5: 0.7791 (0.7469)  loss_vfl_dn_0: 0.4478 (0.4474)  loss_vfl_dn_1: 0.3871 (0.3817)  loss_vfl_dn_2: 0.3739 (0.3657)  loss_vfl_dn_3: 0.3657 (0.3584)  loss_vfl_dn_4: 0.3632 (0.3559)  loss_vfl_dn_5: 0.3647 (0.3551)  time: 0.4800  data: 0.0146  max mem: 5654
Epoch: [55]  [1400/7393]  eta: 0:50:01  lr: 0.000010  loss: 15.5835 (15.5149)  loss_bbox: 0.1377 (0.1485)  loss_bbox_aux_0: 0.1543 (0.1617)  loss_bbox_aux_1: 0.1463 (0.1536)  loss_bbox_aux_2: 0.1422 (0.1508)  loss_bbox_aux_3: 0.1386 (0.1493)  loss_bbox_aux_4: 0.1391 (0.1487)  loss_bbox_aux_5: 0.1811 (0.1967)  loss_bbox_dn_0: 0.2068 (0.2567)  loss_bbox_dn_1: 0.1514 (0.1878)  loss_bbox_dn_2: 0.1398 (0.1676)  loss_bbox_dn_3: 0.1397 (0.1619)  loss_bbox_dn_4: 0.1405 (0.1606)  loss_bbox_dn_5: 0.1406 (0.1606)  loss_giou: 0.4992 (0.4694)  loss_giou_aux_0: 0.5221 (0.4924)  loss_giou_aux_1: 0.5115 (0.4787)  loss_giou_aux_2: 0.5014 (0.4741)  loss_giou_aux_3: 0.5043 (0.4704)  loss_giou_aux_4: 0.5000 (0.4696)  loss_giou_aux_5: 0.5977 (0.5551)  loss_giou_dn_0: 0.5994 (0.5693)  loss_giou_dn_1: 0.4914 (0.4616)  loss_giou_dn_2: 0.4636 (0.4308)  loss_giou_dn_3: 0.4626 (0.4226)  loss_giou_dn_4: 0.4606 (0.4206)  loss_giou_dn_5: 0.4606 (0.4208)  loss_vfl: 0.6402 (0.6609)  loss_vfl_aux_0: 0.7309 (0.7601)  loss_vfl_aux_1: 0.6767 (0.7151)  loss_vfl_aux_2: 0.6537 (0.6872)  loss_vfl_aux_3: 0.6474 (0.6741)  loss_vfl_aux_4: 0.6411 (0.6649)  loss_vfl_aux_5: 0.7199 (0.7465)  loss_vfl_dn_0: 0.4422 (0.4475)  loss_vfl_dn_1: 0.3819 (0.3819)  loss_vfl_dn_2: 0.3701 (0.3660)  loss_vfl_dn_3: 0.3603 (0.3587)  loss_vfl_dn_4: 0.3590 (0.3562)  loss_vfl_dn_5: 0.3597 (0.3555)  time: 0.4901  data: 0.0140  max mem: 5654
Epoch: [55]  [1500/7393]  eta: 0:49:06  lr: 0.000010  loss: 15.6397 (15.5113)  loss_bbox: 0.1386 (0.1484)  loss_bbox_aux_0: 0.1605 (0.1616)  loss_bbox_aux_1: 0.1478 (0.1535)  loss_bbox_aux_2: 0.1439 (0.1508)  loss_bbox_aux_3: 0.1384 (0.1492)  loss_bbox_aux_4: 0.1374 (0.1485)  loss_bbox_aux_5: 0.1984 (0.1969)  loss_bbox_dn_0: 0.2677 (0.2564)  loss_bbox_dn_1: 0.1856 (0.1873)  loss_bbox_dn_2: 0.1697 (0.1671)  loss_bbox_dn_3: 0.1579 (0.1614)  loss_bbox_dn_4: 0.1536 (0.1601)  loss_bbox_dn_5: 0.1535 (0.1601)  loss_giou: 0.4769 (0.4698)  loss_giou_aux_0: 0.4937 (0.4926)  loss_giou_aux_1: 0.4833 (0.4791)  loss_giou_aux_2: 0.4861 (0.4744)  loss_giou_aux_3: 0.4798 (0.4708)  loss_giou_aux_4: 0.4789 (0.4700)  loss_giou_aux_5: 0.5675 (0.5555)  loss_giou_dn_0: 0.5667 (0.5692)  loss_giou_dn_1: 0.4497 (0.4615)  loss_giou_dn_2: 0.4139 (0.4307)  loss_giou_dn_3: 0.4037 (0.4224)  loss_giou_dn_4: 0.4036 (0.4204)  loss_giou_dn_5: 0.4036 (0.4206)  loss_vfl: 0.6494 (0.6607)  loss_vfl_aux_0: 0.7628 (0.7602)  loss_vfl_aux_1: 0.7105 (0.7147)  loss_vfl_aux_2: 0.6759 (0.6872)  loss_vfl_aux_3: 0.6651 (0.6741)  loss_vfl_aux_4: 0.6563 (0.6648)  loss_vfl_aux_5: 0.7328 (0.7462)  loss_vfl_dn_0: 0.4481 (0.4475)  loss_vfl_dn_1: 0.3863 (0.3818)  loss_vfl_dn_2: 0.3721 (0.3659)  loss_vfl_dn_3: 0.3638 (0.3586)  loss_vfl_dn_4: 0.3621 (0.3561)  loss_vfl_dn_5: 0.3629 (0.3553)  time: 0.4868  data: 0.0136  max mem: 5654
Epoch: [55]  [1600/7393]  eta: 0:48:09  lr: 0.000010  loss: 15.8233 (15.5102)  loss_bbox: 0.1447 (0.1486)  loss_bbox_aux_0: 0.1659 (0.1618)  loss_bbox_aux_1: 0.1573 (0.1537)  loss_bbox_aux_2: 0.1425 (0.1511)  loss_bbox_aux_3: 0.1441 (0.1494)  loss_bbox_aux_4: 0.1443 (0.1488)  loss_bbox_aux_5: 0.2097 (0.1973)  loss_bbox_dn_0: 0.2500 (0.2568)  loss_bbox_dn_1: 0.1649 (0.1876)  loss_bbox_dn_2: 0.1479 (0.1674)  loss_bbox_dn_3: 0.1435 (0.1616)  loss_bbox_dn_4: 0.1433 (0.1604)  loss_bbox_dn_5: 0.1433 (0.1604)  loss_giou: 0.4411 (0.4693)  loss_giou_aux_0: 0.4732 (0.4922)  loss_giou_aux_1: 0.4604 (0.4787)  loss_giou_aux_2: 0.4562 (0.4740)  loss_giou_aux_3: 0.4430 (0.4703)  loss_giou_aux_4: 0.4343 (0.4695)  loss_giou_aux_5: 0.5379 (0.5552)  loss_giou_dn_0: 0.5657 (0.5692)  loss_giou_dn_1: 0.4509 (0.4614)  loss_giou_dn_2: 0.4175 (0.4306)  loss_giou_dn_3: 0.4120 (0.4224)  loss_giou_dn_4: 0.4108 (0.4203)  loss_giou_dn_5: 0.4107 (0.4205)  loss_vfl: 0.6951 (0.6606)  loss_vfl_aux_0: 0.7915 (0.7602)  loss_vfl_aux_1: 0.7292 (0.7146)  loss_vfl_aux_2: 0.7030 (0.6868)  loss_vfl_aux_3: 0.7068 (0.6741)  loss_vfl_aux_4: 0.7020 (0.6647)  loss_vfl_aux_5: 0.7474 (0.7458)  loss_vfl_dn_0: 0.4467 (0.4475)  loss_vfl_dn_1: 0.3823 (0.3817)  loss_vfl_dn_2: 0.3704 (0.3658)  loss_vfl_dn_3: 0.3633 (0.3585)  loss_vfl_dn_4: 0.3635 (0.3560)  loss_vfl_dn_5: 0.3631 (0.3552)  time: 0.4845  data: 0.0155  max mem: 5654
Epoch: [55]  [1700/7393]  eta: 0:47:11  lr: 0.000010  loss: 15.2820 (15.5149)  loss_bbox: 0.1420 (0.1488)  loss_bbox_aux_0: 0.1573 (0.1619)  loss_bbox_aux_1: 0.1520 (0.1539)  loss_bbox_aux_2: 0.1476 (0.1513)  loss_bbox_aux_3: 0.1433 (0.1496)  loss_bbox_aux_4: 0.1420 (0.1490)  loss_bbox_aux_5: 0.1889 (0.1975)  loss_bbox_dn_0: 0.2233 (0.2567)  loss_bbox_dn_1: 0.1589 (0.1876)  loss_bbox_dn_2: 0.1424 (0.1674)  loss_bbox_dn_3: 0.1368 (0.1617)  loss_bbox_dn_4: 0.1362 (0.1604)  loss_bbox_dn_5: 0.1362 (0.1605)  loss_giou: 0.4604 (0.4696)  loss_giou_aux_0: 0.4872 (0.4927)  loss_giou_aux_1: 0.4687 (0.4791)  loss_giou_aux_2: 0.4694 (0.4744)  loss_giou_aux_3: 0.4628 (0.4706)  loss_giou_aux_4: 0.4594 (0.4698)  loss_giou_aux_5: 0.5501 (0.5557)  loss_giou_dn_0: 0.5696 (0.5694)  loss_giou_dn_1: 0.4555 (0.4616)  loss_giou_dn_2: 0.4213 (0.4309)  loss_giou_dn_3: 0.4179 (0.4227)  loss_giou_dn_4: 0.4187 (0.4207)  loss_giou_dn_5: 0.4188 (0.4208)  loss_vfl: 0.6464 (0.6608)  loss_vfl_aux_0: 0.7214 (0.7595)  loss_vfl_aux_1: 0.6841 (0.7145)  loss_vfl_aux_2: 0.6613 (0.6867)  loss_vfl_aux_3: 0.6539 (0.6741)  loss_vfl_aux_4: 0.6562 (0.6649)  loss_vfl_aux_5: 0.6796 (0.7452)  loss_vfl_dn_0: 0.4438 (0.4474)  loss_vfl_dn_1: 0.3831 (0.3817)  loss_vfl_dn_2: 0.3719 (0.3658)  loss_vfl_dn_3: 0.3652 (0.3586)  loss_vfl_dn_4: 0.3618 (0.3561)  loss_vfl_dn_5: 0.3613 (0.3553)  time: 0.4696  data: 0.0142  max mem: 5654
Epoch: [55]  [1800/7393]  eta: 0:46:16  lr: 0.000010  loss: 15.2278 (15.5029)  loss_bbox: 0.1531 (0.1490)  loss_bbox_aux_0: 0.1746 (0.1619)  loss_bbox_aux_1: 0.1608 (0.1540)  loss_bbox_aux_2: 0.1566 (0.1514)  loss_bbox_aux_3: 0.1518 (0.1497)  loss_bbox_aux_4: 0.1531 (0.1491)  loss_bbox_aux_5: 0.2084 (0.1976)  loss_bbox_dn_0: 0.2682 (0.2573)  loss_bbox_dn_1: 0.1995 (0.1880)  loss_bbox_dn_2: 0.1819 (0.1677)  loss_bbox_dn_3: 0.1780 (0.1620)  loss_bbox_dn_4: 0.1787 (0.1607)  loss_bbox_dn_5: 0.1787 (0.1607)  loss_giou: 0.4129 (0.4685)  loss_giou_aux_0: 0.4313 (0.4915)  loss_giou_aux_1: 0.4193 (0.4779)  loss_giou_aux_2: 0.4188 (0.4733)  loss_giou_aux_3: 0.4122 (0.4696)  loss_giou_aux_4: 0.4123 (0.4687)  loss_giou_aux_5: 0.4877 (0.5545)  loss_giou_dn_0: 0.5354 (0.5684)  loss_giou_dn_1: 0.4290 (0.4606)  loss_giou_dn_2: 0.3910 (0.4298)  loss_giou_dn_3: 0.3826 (0.4216)  loss_giou_dn_4: 0.3796 (0.4196)  loss_giou_dn_5: 0.3800 (0.4198)  loss_vfl: 0.6552 (0.6605)  loss_vfl_aux_0: 0.7847 (0.7605)  loss_vfl_aux_1: 0.7222 (0.7145)  loss_vfl_aux_2: 0.7033 (0.6865)  loss_vfl_aux_3: 0.6893 (0.6738)  loss_vfl_aux_4: 0.6748 (0.6646)  loss_vfl_aux_5: 0.7601 (0.7457)  loss_vfl_dn_0: 0.4427 (0.4472)  loss_vfl_dn_1: 0.3772 (0.3815)  loss_vfl_dn_2: 0.3607 (0.3655)  loss_vfl_dn_3: 0.3517 (0.3583)  loss_vfl_dn_4: 0.3481 (0.3558)  loss_vfl_dn_5: 0.3480 (0.3550)  time: 0.4755  data: 0.0138  max mem: 5654
Epoch: [55]  [1900/7393]  eta: 0:45:23  lr: 0.000010  loss: 15.4013 (15.4952)  loss_bbox: 0.1430 (0.1489)  loss_bbox_aux_0: 0.1592 (0.1619)  loss_bbox_aux_1: 0.1461 (0.1540)  loss_bbox_aux_2: 0.1520 (0.1514)  loss_bbox_aux_3: 0.1505 (0.1497)  loss_bbox_aux_4: 0.1453 (0.1490)  loss_bbox_aux_5: 0.1935 (0.1976)  loss_bbox_dn_0: 0.2489 (0.2573)  loss_bbox_dn_1: 0.1801 (0.1880)  loss_bbox_dn_2: 0.1618 (0.1677)  loss_bbox_dn_3: 0.1590 (0.1620)  loss_bbox_dn_4: 0.1594 (0.1607)  loss_bbox_dn_5: 0.1594 (0.1607)  loss_giou: 0.4073 (0.4682)  loss_giou_aux_0: 0.4317 (0.4913)  loss_giou_aux_1: 0.4282 (0.4776)  loss_giou_aux_2: 0.4160 (0.4730)  loss_giou_aux_3: 0.4199 (0.4693)  loss_giou_aux_4: 0.4141 (0.4683)  loss_giou_aux_5: 0.4919 (0.5542)  loss_giou_dn_0: 0.5351 (0.5683)  loss_giou_dn_1: 0.4435 (0.4606)  loss_giou_dn_2: 0.4059 (0.4297)  loss_giou_dn_3: 0.3943 (0.4215)  loss_giou_dn_4: 0.3908 (0.4195)  loss_giou_dn_5: 0.3911 (0.4197)  loss_vfl: 0.6646 (0.6602)  loss_vfl_aux_0: 0.7572 (0.7596)  loss_vfl_aux_1: 0.7151 (0.7138)  loss_vfl_aux_2: 0.6937 (0.6861)  loss_vfl_aux_3: 0.6588 (0.6731)  loss_vfl_aux_4: 0.6659 (0.6644)  loss_vfl_aux_5: 0.7353 (0.7451)  loss_vfl_dn_0: 0.4428 (0.4471)  loss_vfl_dn_1: 0.3694 (0.3813)  loss_vfl_dn_2: 0.3564 (0.3654)  loss_vfl_dn_3: 0.3487 (0.3582)  loss_vfl_dn_4: 0.3459 (0.3557)  loss_vfl_dn_5: 0.3456 (0.3549)  time: 0.4995  data: 0.0137  max mem: 5654
Epoch: [55]  [2000/7393]  eta: 0:44:28  lr: 0.000010  loss: 15.5284 (15.4873)  loss_bbox: 0.1540 (0.1489)  loss_bbox_aux_0: 0.1715 (0.1618)  loss_bbox_aux_1: 0.1674 (0.1539)  loss_bbox_aux_2: 0.1577 (0.1513)  loss_bbox_aux_3: 0.1554 (0.1497)  loss_bbox_aux_4: 0.1531 (0.1490)  loss_bbox_aux_5: 0.1983 (0.1974)  loss_bbox_dn_0: 0.2519 (0.2571)  loss_bbox_dn_1: 0.1822 (0.1878)  loss_bbox_dn_2: 0.1649 (0.1675)  loss_bbox_dn_3: 0.1584 (0.1618)  loss_bbox_dn_4: 0.1550 (0.1605)  loss_bbox_dn_5: 0.1550 (0.1605)  loss_giou: 0.4673 (0.4680)  loss_giou_aux_0: 0.4851 (0.4911)  loss_giou_aux_1: 0.4698 (0.4774)  loss_giou_aux_2: 0.4689 (0.4728)  loss_giou_aux_3: 0.4637 (0.4692)  loss_giou_aux_4: 0.4610 (0.4681)  loss_giou_aux_5: 0.5423 (0.5539)  loss_giou_dn_0: 0.5691 (0.5681)  loss_giou_dn_1: 0.4567 (0.4604)  loss_giou_dn_2: 0.4407 (0.4296)  loss_giou_dn_3: 0.4305 (0.4214)  loss_giou_dn_4: 0.4258 (0.4194)  loss_giou_dn_5: 0.4259 (0.4196)  loss_vfl: 0.6399 (0.6596)  loss_vfl_aux_0: 0.7435 (0.7589)  loss_vfl_aux_1: 0.6836 (0.7132)  loss_vfl_aux_2: 0.6831 (0.6857)  loss_vfl_aux_3: 0.6407 (0.6725)  loss_vfl_aux_4: 0.6412 (0.6638)  loss_vfl_aux_5: 0.7037 (0.7445)  loss_vfl_dn_0: 0.4507 (0.4470)  loss_vfl_dn_1: 0.3859 (0.3813)  loss_vfl_dn_2: 0.3691 (0.3655)  loss_vfl_dn_3: 0.3628 (0.3582)  loss_vfl_dn_4: 0.3616 (0.3557)  loss_vfl_dn_5: 0.3605 (0.3549)  time: 0.4700  data: 0.0138  max mem: 5654
Epoch: [55]  [2100/7393]  eta: 0:43:35  lr: 0.000010  loss: 14.5211 (15.4812)  loss_bbox: 0.1339 (0.1487)  loss_bbox_aux_0: 0.1509 (0.1616)  loss_bbox_aux_1: 0.1464 (0.1537)  loss_bbox_aux_2: 0.1372 (0.1512)  loss_bbox_aux_3: 0.1355 (0.1495)  loss_bbox_aux_4: 0.1339 (0.1488)  loss_bbox_aux_5: 0.1957 (0.1972)  loss_bbox_dn_0: 0.2279 (0.2568)  loss_bbox_dn_1: 0.1567 (0.1875)  loss_bbox_dn_2: 0.1421 (0.1672)  loss_bbox_dn_3: 0.1327 (0.1614)  loss_bbox_dn_4: 0.1296 (0.1601)  loss_bbox_dn_5: 0.1296 (0.1602)  loss_giou: 0.4364 (0.4678)  loss_giou_aux_0: 0.4786 (0.4909)  loss_giou_aux_1: 0.4662 (0.4774)  loss_giou_aux_2: 0.4549 (0.4727)  loss_giou_aux_3: 0.4477 (0.4690)  loss_giou_aux_4: 0.4366 (0.4679)  loss_giou_aux_5: 0.5528 (0.5537)  loss_giou_dn_0: 0.5442 (0.5679)  loss_giou_dn_1: 0.4255 (0.4601)  loss_giou_dn_2: 0.3948 (0.4293)  loss_giou_dn_3: 0.3827 (0.4210)  loss_giou_dn_4: 0.3787 (0.4191)  loss_giou_dn_5: 0.3788 (0.4192)  loss_vfl: 0.6224 (0.6596)  loss_vfl_aux_0: 0.7333 (0.7592)  loss_vfl_aux_1: 0.6870 (0.7134)  loss_vfl_aux_2: 0.6471 (0.6858)  loss_vfl_aux_3: 0.6313 (0.6725)  loss_vfl_aux_4: 0.6264 (0.6638)  loss_vfl_aux_5: 0.7142 (0.7446)  loss_vfl_dn_0: 0.4504 (0.4471)  loss_vfl_dn_1: 0.3734 (0.3813)  loss_vfl_dn_2: 0.3606 (0.3654)  loss_vfl_dn_3: 0.3540 (0.3582)  loss_vfl_dn_4: 0.3492 (0.3557)  loss_vfl_dn_5: 0.3491 (0.3549)  time: 0.4779  data: 0.0140  max mem: 5654
Epoch: [55]  [2200/7393]  eta: 0:42:59  lr: 0.000010  loss: 14.9768 (15.4891)  loss_bbox: 0.1428 (0.1490)  loss_bbox_aux_0: 0.1558 (0.1619)  loss_bbox_aux_1: 0.1456 (0.1540)  loss_bbox_aux_2: 0.1420 (0.1514)  loss_bbox_aux_3: 0.1433 (0.1497)  loss_bbox_aux_4: 0.1421 (0.1490)  loss_bbox_aux_5: 0.1994 (0.1976)  loss_bbox_dn_0: 0.2651 (0.2574)  loss_bbox_dn_1: 0.1891 (0.1880)  loss_bbox_dn_2: 0.1599 (0.1676)  loss_bbox_dn_3: 0.1546 (0.1618)  loss_bbox_dn_4: 0.1509 (0.1606)  loss_bbox_dn_5: 0.1508 (0.1606)  loss_giou: 0.4356 (0.4678)  loss_giou_aux_0: 0.4515 (0.4910)  loss_giou_aux_1: 0.4411 (0.4773)  loss_giou_aux_2: 0.4299 (0.4726)  loss_giou_aux_3: 0.4285 (0.4689)  loss_giou_aux_4: 0.4319 (0.4679)  loss_giou_aux_5: 0.5173 (0.5539)  loss_giou_dn_0: 0.5262 (0.5679)  loss_giou_dn_1: 0.4207 (0.4601)  loss_giou_dn_2: 0.3910 (0.4292)  loss_giou_dn_3: 0.3833 (0.4209)  loss_giou_dn_4: 0.3831 (0.4189)  loss_giou_dn_5: 0.3831 (0.4191)  loss_vfl: 0.6319 (0.6600)  loss_vfl_aux_0: 0.7243 (0.7593)  loss_vfl_aux_1: 0.6893 (0.7138)  loss_vfl_aux_2: 0.6627 (0.6862)  loss_vfl_aux_3: 0.6411 (0.6730)  loss_vfl_aux_4: 0.6292 (0.6642)  loss_vfl_aux_5: 0.7328 (0.7449)  loss_vfl_dn_0: 0.4414 (0.4473)  loss_vfl_dn_1: 0.3795 (0.3815)  loss_vfl_dn_2: 0.3626 (0.3656)  loss_vfl_dn_3: 0.3599 (0.3583)  loss_vfl_dn_4: 0.3566 (0.3558)  loss_vfl_dn_5: 0.3568 (0.3550)  time: 0.4883  data: 0.0138  max mem: 5654
Epoch: [55]  [2300/7393]  eta: 0:42:07  lr: 0.000010  loss: 15.4832 (15.4875)  loss_bbox: 0.1315 (0.1489)  loss_bbox_aux_0: 0.1475 (0.1619)  loss_bbox_aux_1: 0.1339 (0.1540)  loss_bbox_aux_2: 0.1282 (0.1513)  loss_bbox_aux_3: 0.1299 (0.1496)  loss_bbox_aux_4: 0.1251 (0.1489)  loss_bbox_aux_5: 0.1813 (0.1975)  loss_bbox_dn_0: 0.2223 (0.2574)  loss_bbox_dn_1: 0.1696 (0.1880)  loss_bbox_dn_2: 0.1534 (0.1677)  loss_bbox_dn_3: 0.1491 (0.1619)  loss_bbox_dn_4: 0.1471 (0.1606)  loss_bbox_dn_5: 0.1471 (0.1606)  loss_giou: 0.4922 (0.4676)  loss_giou_aux_0: 0.5224 (0.4909)  loss_giou_aux_1: 0.5002 (0.4773)  loss_giou_aux_2: 0.4883 (0.4724)  loss_giou_aux_3: 0.4862 (0.4687)  loss_giou_aux_4: 0.4908 (0.4676)  loss_giou_aux_5: 0.5641 (0.5538)  loss_giou_dn_0: 0.5821 (0.5678)  loss_giou_dn_1: 0.4853 (0.4600)  loss_giou_dn_2: 0.4587 (0.4291)  loss_giou_dn_3: 0.4477 (0.4209)  loss_giou_dn_4: 0.4443 (0.4189)  loss_giou_dn_5: 0.4449 (0.4191)  loss_vfl: 0.6424 (0.6602)  loss_vfl_aux_0: 0.7094 (0.7591)  loss_vfl_aux_1: 0.6594 (0.7137)  loss_vfl_aux_2: 0.6285 (0.6861)  loss_vfl_aux_3: 0.6361 (0.6732)  loss_vfl_aux_4: 0.6532 (0.6645)  loss_vfl_aux_5: 0.6809 (0.7449)  loss_vfl_dn_0: 0.4382 (0.4473)  loss_vfl_dn_1: 0.3832 (0.3814)  loss_vfl_dn_2: 0.3736 (0.3656)  loss_vfl_dn_3: 0.3667 (0.3583)  loss_vfl_dn_4: 0.3641 (0.3558)  loss_vfl_dn_5: 0.3620 (0.3550)  time: 0.4867  data: 0.0142  max mem: 5654
Epoch: [55]  [2400/7393]  eta: 0:41:15  lr: 0.000010  loss: 15.2399 (15.4828)  loss_bbox: 0.1379 (0.1490)  loss_bbox_aux_0: 0.1527 (0.1619)  loss_bbox_aux_1: 0.1442 (0.1540)  loss_bbox_aux_2: 0.1443 (0.1515)  loss_bbox_aux_3: 0.1429 (0.1497)  loss_bbox_aux_4: 0.1386 (0.1490)  loss_bbox_aux_5: 0.1851 (0.1975)  loss_bbox_dn_0: 0.2373 (0.2576)  loss_bbox_dn_1: 0.1699 (0.1881)  loss_bbox_dn_2: 0.1564 (0.1678)  loss_bbox_dn_3: 0.1486 (0.1620)  loss_bbox_dn_4: 0.1461 (0.1607)  loss_bbox_dn_5: 0.1461 (0.1607)  loss_giou: 0.4531 (0.4671)  loss_giou_aux_0: 0.4756 (0.4905)  loss_giou_aux_1: 0.4646 (0.4769)  loss_giou_aux_2: 0.4549 (0.4720)  loss_giou_aux_3: 0.4561 (0.4683)  loss_giou_aux_4: 0.4541 (0.4672)  loss_giou_aux_5: 0.5306 (0.5532)  loss_giou_dn_0: 0.5823 (0.5675)  loss_giou_dn_1: 0.4747 (0.4598)  loss_giou_dn_2: 0.4218 (0.4288)  loss_giou_dn_3: 0.4151 (0.4206)  loss_giou_dn_4: 0.4171 (0.4186)  loss_giou_dn_5: 0.4172 (0.4188)  loss_vfl: 0.6497 (0.6601)  loss_vfl_aux_0: 0.7244 (0.7587)  loss_vfl_aux_1: 0.6883 (0.7134)  loss_vfl_aux_2: 0.6715 (0.6858)  loss_vfl_aux_3: 0.6480 (0.6728)  loss_vfl_aux_4: 0.6519 (0.6643)  loss_vfl_aux_5: 0.7285 (0.7448)  loss_vfl_dn_0: 0.4465 (0.4474)  loss_vfl_dn_1: 0.3824 (0.3815)  loss_vfl_dn_2: 0.3702 (0.3656)  loss_vfl_dn_3: 0.3636 (0.3584)  loss_vfl_dn_4: 0.3607 (0.3559)  loss_vfl_dn_5: 0.3595 (0.3551)  time: 0.4655  data: 0.0139  max mem: 5654
Epoch: [55]  [2500/7393]  eta: 0:40:21  lr: 0.000010  loss: 15.6314 (15.4741)  loss_bbox: 0.1485 (0.1488)  loss_bbox_aux_0: 0.1626 (0.1619)  loss_bbox_aux_1: 0.1570 (0.1539)  loss_bbox_aux_2: 0.1532 (0.1514)  loss_bbox_aux_3: 0.1516 (0.1496)  loss_bbox_aux_4: 0.1509 (0.1489)  loss_bbox_aux_5: 0.1940 (0.1974)  loss_bbox_dn_0: 0.2562 (0.2577)  loss_bbox_dn_1: 0.1836 (0.1881)  loss_bbox_dn_2: 0.1627 (0.1677)  loss_bbox_dn_3: 0.1574 (0.1619)  loss_bbox_dn_4: 0.1556 (0.1606)  loss_bbox_dn_5: 0.1556 (0.1606)  loss_giou: 0.4652 (0.4667)  loss_giou_aux_0: 0.4823 (0.4901)  loss_giou_aux_1: 0.4792 (0.4765)  loss_giou_aux_2: 0.4681 (0.4716)  loss_giou_aux_3: 0.4703 (0.4678)  loss_giou_aux_4: 0.4611 (0.4667)  loss_giou_aux_5: 0.5377 (0.5526)  loss_giou_dn_0: 0.5682 (0.5673)  loss_giou_dn_1: 0.4519 (0.4595)  loss_giou_dn_2: 0.4188 (0.4285)  loss_giou_dn_3: 0.4132 (0.4203)  loss_giou_dn_4: 0.4120 (0.4183)  loss_giou_dn_5: 0.4126 (0.4184)  loss_vfl: 0.6647 (0.6598)  loss_vfl_aux_0: 0.7560 (0.7584)  loss_vfl_aux_1: 0.7113 (0.7129)  loss_vfl_aux_2: 0.6806 (0.6853)  loss_vfl_aux_3: 0.6640 (0.6724)  loss_vfl_aux_4: 0.6631 (0.6640)  loss_vfl_aux_5: 0.7409 (0.7448)  loss_vfl_dn_0: 0.4441 (0.4474)  loss_vfl_dn_1: 0.3808 (0.3814)  loss_vfl_dn_2: 0.3678 (0.3656)  loss_vfl_dn_3: 0.3609 (0.3583)  loss_vfl_dn_4: 0.3565 (0.3558)  loss_vfl_dn_5: 0.3550 (0.3550)  time: 0.4715  data: 0.0137  max mem: 5654
Epoch: [55]  [2600/7393]  eta: 0:39:28  lr: 0.000010  loss: 15.6521 (15.4758)  loss_bbox: 0.1351 (0.1489)  loss_bbox_aux_0: 0.1497 (0.1619)  loss_bbox_aux_1: 0.1402 (0.1540)  loss_bbox_aux_2: 0.1401 (0.1515)  loss_bbox_aux_3: 0.1403 (0.1497)  loss_bbox_aux_4: 0.1382 (0.1490)  loss_bbox_aux_5: 0.1817 (0.1974)  loss_bbox_dn_0: 0.2595 (0.2576)  loss_bbox_dn_1: 0.1855 (0.1881)  loss_bbox_dn_2: 0.1565 (0.1677)  loss_bbox_dn_3: 0.1468 (0.1619)  loss_bbox_dn_4: 0.1439 (0.1606)  loss_bbox_dn_5: 0.1439 (0.1606)  loss_giou: 0.4670 (0.4668)  loss_giou_aux_0: 0.4920 (0.4903)  loss_giou_aux_1: 0.4885 (0.4767)  loss_giou_aux_2: 0.4815 (0.4718)  loss_giou_aux_3: 0.4705 (0.4681)  loss_giou_aux_4: 0.4730 (0.4669)  loss_giou_aux_5: 0.5775 (0.5528)  loss_giou_dn_0: 0.5752 (0.5675)  loss_giou_dn_1: 0.4695 (0.4597)  loss_giou_dn_2: 0.4458 (0.4287)  loss_giou_dn_3: 0.4430 (0.4204)  loss_giou_dn_4: 0.4424 (0.4184)  loss_giou_dn_5: 0.4425 (0.4186)  loss_vfl: 0.6323 (0.6596)  loss_vfl_aux_0: 0.7225 (0.7582)  loss_vfl_aux_1: 0.6793 (0.7129)  loss_vfl_aux_2: 0.6378 (0.6851)  loss_vfl_aux_3: 0.6316 (0.6722)  loss_vfl_aux_4: 0.6308 (0.6638)  loss_vfl_aux_5: 0.7234 (0.7448)  loss_vfl_dn_0: 0.4479 (0.4475)  loss_vfl_dn_1: 0.3848 (0.3815)  loss_vfl_dn_2: 0.3678 (0.3657)  loss_vfl_dn_3: 0.3582 (0.3584)  loss_vfl_dn_4: 0.3553 (0.3559)  loss_vfl_dn_5: 0.3544 (0.3551)  time: 0.4705  data: 0.0137  max mem: 5654
Epoch: [55]  [2700/7393]  eta: 0:38:35  lr: 0.000010  loss: 15.8586 (15.4795)  loss_bbox: 0.1406 (0.1489)  loss_bbox_aux_0: 0.1627 (0.1620)  loss_bbox_aux_1: 0.1511 (0.1541)  loss_bbox_aux_2: 0.1434 (0.1515)  loss_bbox_aux_3: 0.1468 (0.1497)  loss_bbox_aux_4: 0.1466 (0.1490)  loss_bbox_aux_5: 0.1919 (0.1975)  loss_bbox_dn_0: 0.2579 (0.2577)  loss_bbox_dn_1: 0.1795 (0.1881)  loss_bbox_dn_2: 0.1545 (0.1677)  loss_bbox_dn_3: 0.1511 (0.1619)  loss_bbox_dn_4: 0.1507 (0.1606)  loss_bbox_dn_5: 0.1507 (0.1606)  loss_giou: 0.4603 (0.4670)  loss_giou_aux_0: 0.5022 (0.4908)  loss_giou_aux_1: 0.4750 (0.4771)  loss_giou_aux_2: 0.4731 (0.4721)  loss_giou_aux_3: 0.4624 (0.4682)  loss_giou_aux_4: 0.4634 (0.4671)  loss_giou_aux_5: 0.5868 (0.5532)  loss_giou_dn_0: 0.5903 (0.5678)  loss_giou_dn_1: 0.4796 (0.4600)  loss_giou_dn_2: 0.4470 (0.4289)  loss_giou_dn_3: 0.4397 (0.4207)  loss_giou_dn_4: 0.4379 (0.4187)  loss_giou_dn_5: 0.4378 (0.4188)  loss_vfl: 0.6726 (0.6597)  loss_vfl_aux_0: 0.7564 (0.7578)  loss_vfl_aux_1: 0.7236 (0.7128)  loss_vfl_aux_2: 0.6853 (0.6851)  loss_vfl_aux_3: 0.6630 (0.6723)  loss_vfl_aux_4: 0.6717 (0.6639)  loss_vfl_aux_5: 0.7350 (0.7444)  loss_vfl_dn_0: 0.4488 (0.4474)  loss_vfl_dn_1: 0.3770 (0.3815)  loss_vfl_dn_2: 0.3622 (0.3656)  loss_vfl_dn_3: 0.3544 (0.3584)  loss_vfl_dn_4: 0.3503 (0.3558)  loss_vfl_dn_5: 0.3492 (0.3551)  time: 0.4680  data: 0.0136  max mem: 5654
Epoch: [55]  [2800/7393]  eta: 0:37:42  lr: 0.000010  loss: 15.8233 (15.4869)  loss_bbox: 0.1398 (0.1488)  loss_bbox_aux_0: 0.1592 (0.1620)  loss_bbox_aux_1: 0.1568 (0.1540)  loss_bbox_aux_2: 0.1471 (0.1514)  loss_bbox_aux_3: 0.1423 (0.1496)  loss_bbox_aux_4: 0.1436 (0.1489)  loss_bbox_aux_5: 0.1913 (0.1974)  loss_bbox_dn_0: 0.2309 (0.2575)  loss_bbox_dn_1: 0.1708 (0.1879)  loss_bbox_dn_2: 0.1506 (0.1675)  loss_bbox_dn_3: 0.1388 (0.1617)  loss_bbox_dn_4: 0.1379 (0.1604)  loss_bbox_dn_5: 0.1379 (0.1604)  loss_giou: 0.4721 (0.4678)  loss_giou_aux_0: 0.4946 (0.4916)  loss_giou_aux_1: 0.4794 (0.4778)  loss_giou_aux_2: 0.4764 (0.4728)  loss_giou_aux_3: 0.4737 (0.4690)  loss_giou_aux_4: 0.4726 (0.4679)  loss_giou_aux_5: 0.5733 (0.5542)  loss_giou_dn_0: 0.5781 (0.5685)  loss_giou_dn_1: 0.4753 (0.4606)  loss_giou_dn_2: 0.4394 (0.4296)  loss_giou_dn_3: 0.4332 (0.4213)  loss_giou_dn_4: 0.4322 (0.4193)  loss_giou_dn_5: 0.4322 (0.4195)  loss_vfl: 0.6719 (0.6597)  loss_vfl_aux_0: 0.7517 (0.7573)  loss_vfl_aux_1: 0.7387 (0.7128)  loss_vfl_aux_2: 0.7004 (0.6851)  loss_vfl_aux_3: 0.6845 (0.6723)  loss_vfl_aux_4: 0.6674 (0.6637)  loss_vfl_aux_5: 0.7438 (0.7439)  loss_vfl_dn_0: 0.4460 (0.4474)  loss_vfl_dn_1: 0.3837 (0.3816)  loss_vfl_dn_2: 0.3676 (0.3658)  loss_vfl_dn_3: 0.3629 (0.3585)  loss_vfl_dn_4: 0.3636 (0.3560)  loss_vfl_dn_5: 0.3627 (0.3552)  time: 0.4737  data: 0.0133  max mem: 5654
Epoch: [55]  [2900/7393]  eta: 0:36:59  lr: 0.000010  loss: 15.3561 (15.4877)  loss_bbox: 0.1424 (0.1491)  loss_bbox_aux_0: 0.1614 (0.1622)  loss_bbox_aux_1: 0.1477 (0.1542)  loss_bbox_aux_2: 0.1473 (0.1516)  loss_bbox_aux_3: 0.1439 (0.1498)  loss_bbox_aux_4: 0.1437 (0.1492)  loss_bbox_aux_5: 0.1959 (0.1977)  loss_bbox_dn_0: 0.2401 (0.2580)  loss_bbox_dn_1: 0.1746 (0.1883)  loss_bbox_dn_2: 0.1625 (0.1679)  loss_bbox_dn_3: 0.1597 (0.1620)  loss_bbox_dn_4: 0.1588 (0.1607)  loss_bbox_dn_5: 0.1589 (0.1608)  loss_giou: 0.4399 (0.4675)  loss_giou_aux_0: 0.4648 (0.4913)  loss_giou_aux_1: 0.4605 (0.4776)  loss_giou_aux_2: 0.4528 (0.4725)  loss_giou_aux_3: 0.4409 (0.4687)  loss_giou_aux_4: 0.4386 (0.4677)  loss_giou_aux_5: 0.5156 (0.5539)  loss_giou_dn_0: 0.5525 (0.5684)  loss_giou_dn_1: 0.4443 (0.4605)  loss_giou_dn_2: 0.4009 (0.4294)  loss_giou_dn_3: 0.3951 (0.4211)  loss_giou_dn_4: 0.3928 (0.4191)  loss_giou_dn_5: 0.3928 (0.4193)  loss_vfl: 0.6523 (0.6594)  loss_vfl_aux_0: 0.7283 (0.7573)  loss_vfl_aux_1: 0.6971 (0.7129)  loss_vfl_aux_2: 0.6755 (0.6852)  loss_vfl_aux_3: 0.6586 (0.6721)  loss_vfl_aux_4: 0.6519 (0.6634)  loss_vfl_aux_5: 0.7289 (0.7440)  loss_vfl_dn_0: 0.4421 (0.4473)  loss_vfl_dn_1: 0.3833 (0.3816)  loss_vfl_dn_2: 0.3665 (0.3658)  loss_vfl_dn_3: 0.3542 (0.3585)  loss_vfl_dn_4: 0.3525 (0.3560)  loss_vfl_dn_5: 0.3513 (0.3552)  time: 0.4619  data: 0.0136  max mem: 5654
Epoch: [55]  [3000/7393]  eta: 0:36:07  lr: 0.000010  loss: 15.8872 (15.4928)  loss_bbox: 0.1496 (0.1492)  loss_bbox_aux_0: 0.1555 (0.1624)  loss_bbox_aux_1: 0.1534 (0.1543)  loss_bbox_aux_2: 0.1564 (0.1518)  loss_bbox_aux_3: 0.1512 (0.1500)  loss_bbox_aux_4: 0.1483 (0.1493)  loss_bbox_aux_5: 0.1977 (0.1978)  loss_bbox_dn_0: 0.2541 (0.2583)  loss_bbox_dn_1: 0.1917 (0.1885)  loss_bbox_dn_2: 0.1700 (0.1680)  loss_bbox_dn_3: 0.1674 (0.1622)  loss_bbox_dn_4: 0.1632 (0.1609)  loss_bbox_dn_5: 0.1632 (0.1609)  loss_giou: 0.4573 (0.4675)  loss_giou_aux_0: 0.4693 (0.4914)  loss_giou_aux_1: 0.4564 (0.4776)  loss_giou_aux_2: 0.4597 (0.4725)  loss_giou_aux_3: 0.4455 (0.4687)  loss_giou_aux_4: 0.4577 (0.4677)  loss_giou_aux_5: 0.5425 (0.5541)  loss_giou_dn_0: 0.5803 (0.5685)  loss_giou_dn_1: 0.4664 (0.4605)  loss_giou_dn_2: 0.4315 (0.4294)  loss_giou_dn_3: 0.4227 (0.4212)  loss_giou_dn_4: 0.4214 (0.4192)  loss_giou_dn_5: 0.4215 (0.4193)  loss_vfl: 0.6717 (0.6597)  loss_vfl_aux_0: 0.7796 (0.7577)  loss_vfl_aux_1: 0.7458 (0.7137)  loss_vfl_aux_2: 0.7031 (0.6856)  loss_vfl_aux_3: 0.6815 (0.6724)  loss_vfl_aux_4: 0.6702 (0.6637)  loss_vfl_aux_5: 0.7413 (0.7440)  loss_vfl_dn_0: 0.4533 (0.4474)  loss_vfl_dn_1: 0.3927 (0.3817)  loss_vfl_dn_2: 0.3744 (0.3658)  loss_vfl_dn_3: 0.3672 (0.3586)  loss_vfl_dn_4: 0.3624 (0.3560)  loss_vfl_dn_5: 0.3613 (0.3553)  time: 0.4700  data: 0.0135  max mem: 5654
Epoch: [55]  [3100/7393]  eta: 0:35:15  lr: 0.000010  loss: 16.1224 (15.4985)  loss_bbox: 0.1566 (0.1494)  loss_bbox_aux_0: 0.1666 (0.1626)  loss_bbox_aux_1: 0.1557 (0.1546)  loss_bbox_aux_2: 0.1563 (0.1520)  loss_bbox_aux_3: 0.1610 (0.1502)  loss_bbox_aux_4: 0.1555 (0.1495)  loss_bbox_aux_5: 0.1966 (0.1980)  loss_bbox_dn_0: 0.2483 (0.2586)  loss_bbox_dn_1: 0.1957 (0.1888)  loss_bbox_dn_2: 0.1700 (0.1683)  loss_bbox_dn_3: 0.1646 (0.1625)  loss_bbox_dn_4: 0.1632 (0.1611)  loss_bbox_dn_5: 0.1632 (0.1612)  loss_giou: 0.4450 (0.4676)  loss_giou_aux_0: 0.4740 (0.4915)  loss_giou_aux_1: 0.4659 (0.4777)  loss_giou_aux_2: 0.4654 (0.4726)  loss_giou_aux_3: 0.4496 (0.4688)  loss_giou_aux_4: 0.4501 (0.4678)  loss_giou_aux_5: 0.5303 (0.5540)  loss_giou_dn_0: 0.5693 (0.5683)  loss_giou_dn_1: 0.4705 (0.4605)  loss_giou_dn_2: 0.4447 (0.4294)  loss_giou_dn_3: 0.4335 (0.4211)  loss_giou_dn_4: 0.4322 (0.4191)  loss_giou_dn_5: 0.4324 (0.4193)  loss_vfl: 0.6504 (0.6599)  loss_vfl_aux_0: 0.7588 (0.7582)  loss_vfl_aux_1: 0.7062 (0.7140)  loss_vfl_aux_2: 0.6700 (0.6861)  loss_vfl_aux_3: 0.6688 (0.6725)  loss_vfl_aux_4: 0.6594 (0.6639)  loss_vfl_aux_5: 0.7565 (0.7443)  loss_vfl_dn_0: 0.4460 (0.4474)  loss_vfl_dn_1: 0.3800 (0.3817)  loss_vfl_dn_2: 0.3651 (0.3659)  loss_vfl_dn_3: 0.3614 (0.3586)  loss_vfl_dn_4: 0.3558 (0.3561)  loss_vfl_dn_5: 0.3556 (0.3553)  time: 0.4696  data: 0.0133  max mem: 5654
Epoch: [55]  [3200/7393]  eta: 0:34:23  lr: 0.000010  loss: 15.1689 (15.4998)  loss_bbox: 0.1335 (0.1494)  loss_bbox_aux_0: 0.1495 (0.1626)  loss_bbox_aux_1: 0.1345 (0.1545)  loss_bbox_aux_2: 0.1402 (0.1520)  loss_bbox_aux_3: 0.1332 (0.1503)  loss_bbox_aux_4: 0.1293 (0.1495)  loss_bbox_aux_5: 0.1720 (0.1978)  loss_bbox_dn_0: 0.2439 (0.2584)  loss_bbox_dn_1: 0.1710 (0.1886)  loss_bbox_dn_2: 0.1517 (0.1681)  loss_bbox_dn_3: 0.1415 (0.1623)  loss_bbox_dn_4: 0.1403 (0.1610)  loss_bbox_dn_5: 0.1403 (0.1610)  loss_giou: 0.4099 (0.4676)  loss_giou_aux_0: 0.4479 (0.4915)  loss_giou_aux_1: 0.4265 (0.4777)  loss_giou_aux_2: 0.4195 (0.4726)  loss_giou_aux_3: 0.4157 (0.4690)  loss_giou_aux_4: 0.4131 (0.4678)  loss_giou_aux_5: 0.5057 (0.5539)  loss_giou_dn_0: 0.5541 (0.5684)  loss_giou_dn_1: 0.4540 (0.4606)  loss_giou_dn_2: 0.4242 (0.4295)  loss_giou_dn_3: 0.4198 (0.4212)  loss_giou_dn_4: 0.4172 (0.4192)  loss_giou_dn_5: 0.4172 (0.4194)  loss_vfl: 0.6672 (0.6602)  loss_vfl_aux_0: 0.7928 (0.7586)  loss_vfl_aux_1: 0.7270 (0.7143)  loss_vfl_aux_2: 0.7074 (0.6865)  loss_vfl_aux_3: 0.6808 (0.6726)  loss_vfl_aux_4: 0.6742 (0.6642)  loss_vfl_aux_5: 0.7388 (0.7446)  loss_vfl_dn_0: 0.4454 (0.4474)  loss_vfl_dn_1: 0.3834 (0.3817)  loss_vfl_dn_2: 0.3741 (0.3658)  loss_vfl_dn_3: 0.3665 (0.3586)  loss_vfl_dn_4: 0.3621 (0.3561)  loss_vfl_dn_5: 0.3613 (0.3553)  time: 0.4735  data: 0.0140  max mem: 5654
Epoch: [55]  [3300/7393]  eta: 0:33:31  lr: 0.000010  loss: 16.1528 (15.4984)  loss_bbox: 0.1536 (0.1494)  loss_bbox_aux_0: 0.1628 (0.1625)  loss_bbox_aux_1: 0.1637 (0.1545)  loss_bbox_aux_2: 0.1611 (0.1521)  loss_bbox_aux_3: 0.1550 (0.1503)  loss_bbox_aux_4: 0.1560 (0.1495)  loss_bbox_aux_5: 0.1867 (0.1977)  loss_bbox_dn_0: 0.2560 (0.2583)  loss_bbox_dn_1: 0.1891 (0.1885)  loss_bbox_dn_2: 0.1715 (0.1681)  loss_bbox_dn_3: 0.1655 (0.1623)  loss_bbox_dn_4: 0.1656 (0.1610)  loss_bbox_dn_5: 0.1656 (0.1610)  loss_giou: 0.4891 (0.4675)  loss_giou_aux_0: 0.4991 (0.4913)  loss_giou_aux_1: 0.4899 (0.4777)  loss_giou_aux_2: 0.4890 (0.4726)  loss_giou_aux_3: 0.4919 (0.4690)  loss_giou_aux_4: 0.4870 (0.4678)  loss_giou_aux_5: 0.5520 (0.5538)  loss_giou_dn_0: 0.5884 (0.5684)  loss_giou_dn_1: 0.4839 (0.4605)  loss_giou_dn_2: 0.4576 (0.4295)  loss_giou_dn_3: 0.4464 (0.4212)  loss_giou_dn_4: 0.4443 (0.4192)  loss_giou_dn_5: 0.4445 (0.4194)  loss_vfl: 0.6598 (0.6600)  loss_vfl_aux_0: 0.7830 (0.7587)  loss_vfl_aux_1: 0.7369 (0.7141)  loss_vfl_aux_2: 0.6966 (0.6862)  loss_vfl_aux_3: 0.6736 (0.6723)  loss_vfl_aux_4: 0.6751 (0.6640)  loss_vfl_aux_5: 0.7749 (0.7447)  loss_vfl_dn_0: 0.4517 (0.4475)  loss_vfl_dn_1: 0.3798 (0.3818)  loss_vfl_dn_2: 0.3675 (0.3659)  loss_vfl_dn_3: 0.3590 (0.3586)  loss_vfl_dn_4: 0.3561 (0.3561)  loss_vfl_dn_5: 0.3557 (0.3553)  time: 0.4828  data: 0.0136  max mem: 5654
Epoch: [55]  [3400/7393]  eta: 0:32:41  lr: 0.000010  loss: 15.7950 (15.5007)  loss_bbox: 0.1523 (0.1495)  loss_bbox_aux_0: 0.1586 (0.1625)  loss_bbox_aux_1: 0.1534 (0.1546)  loss_bbox_aux_2: 0.1476 (0.1521)  loss_bbox_aux_3: 0.1487 (0.1504)  loss_bbox_aux_4: 0.1474 (0.1496)  loss_bbox_aux_5: 0.1936 (0.1978)  loss_bbox_dn_0: 0.2521 (0.2582)  loss_bbox_dn_1: 0.1921 (0.1885)  loss_bbox_dn_2: 0.1682 (0.1681)  loss_bbox_dn_3: 0.1608 (0.1623)  loss_bbox_dn_4: 0.1625 (0.1610)  loss_bbox_dn_5: 0.1626 (0.1610)  loss_giou: 0.4561 (0.4678)  loss_giou_aux_0: 0.4843 (0.4913)  loss_giou_aux_1: 0.4712 (0.4778)  loss_giou_aux_2: 0.4722 (0.4727)  loss_giou_aux_3: 0.4566 (0.4693)  loss_giou_aux_4: 0.4509 (0.4680)  loss_giou_aux_5: 0.5455 (0.5539)  loss_giou_dn_0: 0.5700 (0.5685)  loss_giou_dn_1: 0.4726 (0.4606)  loss_giou_dn_2: 0.4330 (0.4296)  loss_giou_dn_3: 0.4194 (0.4213)  loss_giou_dn_4: 0.4174 (0.4193)  loss_giou_dn_5: 0.4175 (0.4195)  loss_vfl: 0.6629 (0.6599)  loss_vfl_aux_0: 0.7520 (0.7589)  loss_vfl_aux_1: 0.7089 (0.7143)  loss_vfl_aux_2: 0.6699 (0.6862)  loss_vfl_aux_3: 0.6651 (0.6721)  loss_vfl_aux_4: 0.6656 (0.6639)  loss_vfl_aux_5: 0.7377 (0.7448)  loss_vfl_dn_0: 0.4484 (0.4475)  loss_vfl_dn_1: 0.3894 (0.3818)  loss_vfl_dn_2: 0.3736 (0.3659)  loss_vfl_dn_3: 0.3647 (0.3587)  loss_vfl_dn_4: 0.3575 (0.3562)  loss_vfl_dn_5: 0.3580 (0.3554)  time: 0.5036  data: 0.0142  max mem: 5654
Epoch: [55]  [3500/7393]  eta: 0:31:50  lr: 0.000010  loss: 15.2711 (15.5028)  loss_bbox: 0.1482 (0.1497)  loss_bbox_aux_0: 0.1528 (0.1625)  loss_bbox_aux_1: 0.1424 (0.1547)  loss_bbox_aux_2: 0.1449 (0.1522)  loss_bbox_aux_3: 0.1468 (0.1506)  loss_bbox_aux_4: 0.1468 (0.1498)  loss_bbox_aux_5: 0.1849 (0.1979)  loss_bbox_dn_0: 0.2434 (0.2585)  loss_bbox_dn_1: 0.1826 (0.1887)  loss_bbox_dn_2: 0.1579 (0.1683)  loss_bbox_dn_3: 0.1531 (0.1625)  loss_bbox_dn_4: 0.1523 (0.1611)  loss_bbox_dn_5: 0.1523 (0.1612)  loss_giou: 0.4498 (0.4678)  loss_giou_aux_0: 0.4690 (0.4912)  loss_giou_aux_1: 0.4630 (0.4778)  loss_giou_aux_2: 0.4479 (0.4727)  loss_giou_aux_3: 0.4512 (0.4693)  loss_giou_aux_4: 0.4525 (0.4680)  loss_giou_aux_5: 0.5162 (0.5538)  loss_giou_dn_0: 0.5465 (0.5685)  loss_giou_dn_1: 0.4417 (0.4607)  loss_giou_dn_2: 0.4176 (0.4296)  loss_giou_dn_3: 0.4147 (0.4214)  loss_giou_dn_4: 0.4122 (0.4193)  loss_giou_dn_5: 0.4123 (0.4195)  loss_vfl: 0.6247 (0.6598)  loss_vfl_aux_0: 0.7356 (0.7591)  loss_vfl_aux_1: 0.6883 (0.7142)  loss_vfl_aux_2: 0.6657 (0.6862)  loss_vfl_aux_3: 0.6226 (0.6720)  loss_vfl_aux_4: 0.6321 (0.6638)  loss_vfl_aux_5: 0.7354 (0.7447)  loss_vfl_dn_0: 0.4477 (0.4475)  loss_vfl_dn_1: 0.3772 (0.3818)  loss_vfl_dn_2: 0.3651 (0.3660)  loss_vfl_dn_3: 0.3600 (0.3587)  loss_vfl_dn_4: 0.3504 (0.3562)  loss_vfl_dn_5: 0.3518 (0.3554)  time: 0.4731  data: 0.0134  max mem: 5654
Epoch: [55]  [3600/7393]  eta: 0:30:59  lr: 0.000010  loss: 15.9495 (15.5003)  loss_bbox: 0.1339 (0.1497)  loss_bbox_aux_0: 0.1437 (0.1625)  loss_bbox_aux_1: 0.1336 (0.1547)  loss_bbox_aux_2: 0.1356 (0.1522)  loss_bbox_aux_3: 0.1364 (0.1506)  loss_bbox_aux_4: 0.1354 (0.1498)  loss_bbox_aux_5: 0.1776 (0.1979)  loss_bbox_dn_0: 0.2257 (0.2586)  loss_bbox_dn_1: 0.1637 (0.1888)  loss_bbox_dn_2: 0.1460 (0.1683)  loss_bbox_dn_3: 0.1431 (0.1625)  loss_bbox_dn_4: 0.1414 (0.1612)  loss_bbox_dn_5: 0.1414 (0.1612)  loss_giou: 0.5096 (0.4678)  loss_giou_aux_0: 0.5236 (0.4911)  loss_giou_aux_1: 0.5147 (0.4778)  loss_giou_aux_2: 0.5039 (0.4726)  loss_giou_aux_3: 0.5026 (0.4693)  loss_giou_aux_4: 0.5095 (0.4681)  loss_giou_aux_5: 0.5512 (0.5537)  loss_giou_dn_0: 0.5680 (0.5684)  loss_giou_dn_1: 0.4777 (0.4605)  loss_giou_dn_2: 0.4542 (0.4295)  loss_giou_dn_3: 0.4448 (0.4213)  loss_giou_dn_4: 0.4435 (0.4192)  loss_giou_dn_5: 0.4439 (0.4194)  loss_vfl: 0.6397 (0.6595)  loss_vfl_aux_0: 0.7504 (0.7591)  loss_vfl_aux_1: 0.6749 (0.7140)  loss_vfl_aux_2: 0.6658 (0.6862)  loss_vfl_aux_3: 0.6315 (0.6716)  loss_vfl_aux_4: 0.6455 (0.6634)  loss_vfl_aux_5: 0.7568 (0.7447)  loss_vfl_dn_0: 0.4480 (0.4474)  loss_vfl_dn_1: 0.3876 (0.3818)  loss_vfl_dn_2: 0.3705 (0.3659)  loss_vfl_dn_3: 0.3636 (0.3587)  loss_vfl_dn_4: 0.3622 (0.3562)  loss_vfl_dn_5: 0.3622 (0.3554)  time: 0.4680  data: 0.0135  max mem: 5654
Epoch: [55]  [3700/7393]  eta: 0:30:08  lr: 0.000010  loss: 15.2317 (15.4966)  loss_bbox: 0.1515 (0.1498)  loss_bbox_aux_0: 0.1585 (0.1625)  loss_bbox_aux_1: 0.1515 (0.1547)  loss_bbox_aux_2: 0.1523 (0.1522)  loss_bbox_aux_3: 0.1527 (0.1507)  loss_bbox_aux_4: 0.1523 (0.1499)  loss_bbox_aux_5: 0.1993 (0.1979)  loss_bbox_dn_0: 0.2764 (0.2588)  loss_bbox_dn_1: 0.1859 (0.1889)  loss_bbox_dn_2: 0.1611 (0.1684)  loss_bbox_dn_3: 0.1548 (0.1626)  loss_bbox_dn_4: 0.1538 (0.1612)  loss_bbox_dn_5: 0.1540 (0.1612)  loss_giou: 0.4221 (0.4676)  loss_giou_aux_0: 0.4085 (0.4906)  loss_giou_aux_1: 0.4102 (0.4774)  loss_giou_aux_2: 0.3991 (0.4722)  loss_giou_aux_3: 0.4099 (0.4691)  loss_giou_aux_4: 0.4261 (0.4678)  loss_giou_aux_5: 0.4628 (0.5532)  loss_giou_dn_0: 0.5367 (0.5682)  loss_giou_dn_1: 0.4236 (0.4604)  loss_giou_dn_2: 0.3907 (0.4293)  loss_giou_dn_3: 0.3803 (0.4210)  loss_giou_dn_4: 0.3757 (0.4190)  loss_giou_dn_5: 0.3757 (0.4192)  loss_vfl: 0.6352 (0.6592)  loss_vfl_aux_0: 0.7529 (0.7591)  loss_vfl_aux_1: 0.7010 (0.7139)  loss_vfl_aux_2: 0.6811 (0.6860)  loss_vfl_aux_3: 0.6468 (0.6714)  loss_vfl_aux_4: 0.6467 (0.6632)  loss_vfl_aux_5: 0.7448 (0.7447)  loss_vfl_dn_0: 0.4502 (0.4474)  loss_vfl_dn_1: 0.3854 (0.3817)  loss_vfl_dn_2: 0.3686 (0.3659)  loss_vfl_dn_3: 0.3629 (0.3587)  loss_vfl_dn_4: 0.3593 (0.3561)  loss_vfl_dn_5: 0.3591 (0.3553)  time: 0.4677  data: 0.0134  max mem: 5654
Epoch: [55]  [3800/7393]  eta: 0:29:23  lr: 0.000010  loss: 15.3292 (15.4943)  loss_bbox: 0.1594 (0.1500)  loss_bbox_aux_0: 0.1650 (0.1626)  loss_bbox_aux_1: 0.1609 (0.1548)  loss_bbox_aux_2: 0.1640 (0.1524)  loss_bbox_aux_3: 0.1664 (0.1509)  loss_bbox_aux_4: 0.1561 (0.1501)  loss_bbox_aux_5: 0.2132 (0.1980)  loss_bbox_dn_0: 0.2603 (0.2590)  loss_bbox_dn_1: 0.1870 (0.1891)  loss_bbox_dn_2: 0.1740 (0.1686)  loss_bbox_dn_3: 0.1697 (0.1627)  loss_bbox_dn_4: 0.1675 (0.1614)  loss_bbox_dn_5: 0.1675 (0.1614)  loss_giou: 0.4158 (0.4672)  loss_giou_aux_0: 0.4411 (0.4901)  loss_giou_aux_1: 0.4304 (0.4770)  loss_giou_aux_2: 0.4211 (0.4718)  loss_giou_aux_3: 0.4223 (0.4687)  loss_giou_aux_4: 0.4156 (0.4674)  loss_giou_aux_5: 0.5144 (0.5527)  loss_giou_dn_0: 0.5319 (0.5680)  loss_giou_dn_1: 0.4157 (0.4601)  loss_giou_dn_2: 0.3900 (0.4291)  loss_giou_dn_3: 0.3816 (0.4208)  loss_giou_dn_4: 0.3783 (0.4187)  loss_giou_dn_5: 0.3785 (0.4189)  loss_vfl: 0.6680 (0.6591)  loss_vfl_aux_0: 0.7704 (0.7593)  loss_vfl_aux_1: 0.7174 (0.7139)  loss_vfl_aux_2: 0.6912 (0.6860)  loss_vfl_aux_3: 0.6713 (0.6713)  loss_vfl_aux_4: 0.6775 (0.6631)  loss_vfl_aux_5: 0.7486 (0.7450)  loss_vfl_dn_0: 0.4483 (0.4474)  loss_vfl_dn_1: 0.3824 (0.3817)  loss_vfl_dn_2: 0.3619 (0.3659)  loss_vfl_dn_3: 0.3544 (0.3586)  loss_vfl_dn_4: 0.3503 (0.3561)  loss_vfl_dn_5: 0.3479 (0.3553)  time: 0.4733  data: 0.0135  max mem: 5654
Epoch: [55]  [3900/7393]  eta: 0:28:32  lr: 0.000010  loss: 15.2226 (15.4909)  loss_bbox: 0.1403 (0.1500)  loss_bbox_aux_0: 0.1496 (0.1625)  loss_bbox_aux_1: 0.1457 (0.1548)  loss_bbox_aux_2: 0.1446 (0.1523)  loss_bbox_aux_3: 0.1388 (0.1509)  loss_bbox_aux_4: 0.1394 (0.1501)  loss_bbox_aux_5: 0.1895 (0.1979)  loss_bbox_dn_0: 0.2407 (0.2589)  loss_bbox_dn_1: 0.1862 (0.1890)  loss_bbox_dn_2: 0.1662 (0.1685)  loss_bbox_dn_3: 0.1560 (0.1626)  loss_bbox_dn_4: 0.1496 (0.1613)  loss_bbox_dn_5: 0.1495 (0.1613)  loss_giou: 0.4320 (0.4669)  loss_giou_aux_0: 0.4692 (0.4898)  loss_giou_aux_1: 0.4516 (0.4767)  loss_giou_aux_2: 0.4344 (0.4716)  loss_giou_aux_3: 0.4351 (0.4684)  loss_giou_aux_4: 0.4344 (0.4671)  loss_giou_aux_5: 0.5119 (0.5524)  loss_giou_dn_0: 0.5362 (0.5679)  loss_giou_dn_1: 0.4431 (0.4600)  loss_giou_dn_2: 0.4212 (0.4289)  loss_giou_dn_3: 0.4137 (0.4206)  loss_giou_dn_4: 0.4108 (0.4186)  loss_giou_dn_5: 0.4111 (0.4188)  loss_vfl: 0.6257 (0.6591)  loss_vfl_aux_0: 0.7100 (0.7594)  loss_vfl_aux_1: 0.6717 (0.7140)  loss_vfl_aux_2: 0.6531 (0.6861)  loss_vfl_aux_3: 0.6497 (0.6714)  loss_vfl_aux_4: 0.6313 (0.6632)  loss_vfl_aux_5: 0.6985 (0.7450)  loss_vfl_dn_0: 0.4388 (0.4474)  loss_vfl_dn_1: 0.3831 (0.3817)  loss_vfl_dn_2: 0.3671 (0.3659)  loss_vfl_dn_3: 0.3582 (0.3586)  loss_vfl_dn_4: 0.3566 (0.3561)  loss_vfl_dn_5: 0.3571 (0.3553)  time: 0.4918  data: 0.0135  max mem: 5654
Epoch: [55]  [4000/7393]  eta: 0:27:47  lr: 0.000010  loss: 15.1073 (15.4873)  loss_bbox: 0.1479 (0.1499)  loss_bbox_aux_0: 0.1577 (0.1624)  loss_bbox_aux_1: 0.1456 (0.1547)  loss_bbox_aux_2: 0.1500 (0.1523)  loss_bbox_aux_3: 0.1482 (0.1508)  loss_bbox_aux_4: 0.1506 (0.1500)  loss_bbox_aux_5: 0.1991 (0.1979)  loss_bbox_dn_0: 0.2647 (0.2591)  loss_bbox_dn_1: 0.1880 (0.1891)  loss_bbox_dn_2: 0.1629 (0.1686)  loss_bbox_dn_3: 0.1555 (0.1627)  loss_bbox_dn_4: 0.1532 (0.1614)  loss_bbox_dn_5: 0.1531 (0.1614)  loss_giou: 0.3752 (0.4664)  loss_giou_aux_0: 0.4108 (0.4892)  loss_giou_aux_1: 0.3890 (0.4762)  loss_giou_aux_2: 0.3873 (0.4711)  loss_giou_aux_3: 0.3762 (0.4679)  loss_giou_aux_4: 0.3753 (0.4666)  loss_giou_aux_5: 0.4732 (0.5518)  loss_giou_dn_0: 0.5394 (0.5676)  loss_giou_dn_1: 0.4254 (0.4597)  loss_giou_dn_2: 0.3902 (0.4286)  loss_giou_dn_3: 0.3779 (0.4203)  loss_giou_dn_4: 0.3753 (0.4183)  loss_giou_dn_5: 0.3754 (0.4185)  loss_vfl: 0.6369 (0.6591)  loss_vfl_aux_0: 0.7926 (0.7600)  loss_vfl_aux_1: 0.7006 (0.7141)  loss_vfl_aux_2: 0.6735 (0.6862)  loss_vfl_aux_3: 0.6587 (0.6715)  loss_vfl_aux_4: 0.6297 (0.6632)  loss_vfl_aux_5: 0.7668 (0.7454)  loss_vfl_dn_0: 0.4395 (0.4474)  loss_vfl_dn_1: 0.3771 (0.3817)  loss_vfl_dn_2: 0.3652 (0.3658)  loss_vfl_dn_3: 0.3555 (0.3586)  loss_vfl_dn_4: 0.3515 (0.3561)  loss_vfl_dn_5: 0.3513 (0.3553)  time: 0.4715  data: 0.0135  max mem: 5654
Epoch: [55]  [4100/7393]  eta: 0:26:57  lr: 0.000010  loss: 14.7117 (15.4833)  loss_bbox: 0.1305 (0.1498)  loss_bbox_aux_0: 0.1439 (0.1622)  loss_bbox_aux_1: 0.1310 (0.1546)  loss_bbox_aux_2: 0.1368 (0.1521)  loss_bbox_aux_3: 0.1422 (0.1507)  loss_bbox_aux_4: 0.1335 (0.1499)  loss_bbox_aux_5: 0.1747 (0.1978)  loss_bbox_dn_0: 0.2111 (0.2589)  loss_bbox_dn_1: 0.1533 (0.1889)  loss_bbox_dn_2: 0.1404 (0.1684)  loss_bbox_dn_3: 0.1344 (0.1625)  loss_bbox_dn_4: 0.1320 (0.1612)  loss_bbox_dn_5: 0.1320 (0.1612)  loss_giou: 0.4534 (0.4664)  loss_giou_aux_0: 0.4956 (0.4892)  loss_giou_aux_1: 0.4704 (0.4761)  loss_giou_aux_2: 0.4550 (0.4709)  loss_giou_aux_3: 0.4655 (0.4678)  loss_giou_aux_4: 0.4557 (0.4666)  loss_giou_aux_5: 0.5378 (0.5517)  loss_giou_dn_0: 0.5586 (0.5675)  loss_giou_dn_1: 0.4504 (0.4596)  loss_giou_dn_2: 0.4163 (0.4285)  loss_giou_dn_3: 0.4077 (0.4202)  loss_giou_dn_4: 0.4055 (0.4182)  loss_giou_dn_5: 0.4058 (0.4184)  loss_vfl: 0.6466 (0.6591)  loss_vfl_aux_0: 0.7314 (0.7598)  loss_vfl_aux_1: 0.6855 (0.7141)  loss_vfl_aux_2: 0.6678 (0.6862)  loss_vfl_aux_3: 0.6481 (0.6715)  loss_vfl_aux_4: 0.6457 (0.6631)  loss_vfl_aux_5: 0.7018 (0.7453)  loss_vfl_dn_0: 0.4380 (0.4474)  loss_vfl_dn_1: 0.3790 (0.3817)  loss_vfl_dn_2: 0.3607 (0.3658)  loss_vfl_dn_3: 0.3537 (0.3586)  loss_vfl_dn_4: 0.3522 (0.3561)  loss_vfl_dn_5: 0.3525 (0.3553)  time: 0.4668  data: 0.0137  max mem: 5654
Epoch: [55]  [4200/7393]  eta: 0:26:06  lr: 0.000010  loss: 15.6484 (15.4865)  loss_bbox: 0.1429 (0.1498)  loss_bbox_aux_0: 0.1500 (0.1622)  loss_bbox_aux_1: 0.1427 (0.1546)  loss_bbox_aux_2: 0.1555 (0.1521)  loss_bbox_aux_3: 0.1436 (0.1506)  loss_bbox_aux_4: 0.1466 (0.1499)  loss_bbox_aux_5: 0.1842 (0.1977)  loss_bbox_dn_0: 0.2435 (0.2587)  loss_bbox_dn_1: 0.1854 (0.1888)  loss_bbox_dn_2: 0.1642 (0.1684)  loss_bbox_dn_3: 0.1546 (0.1625)  loss_bbox_dn_4: 0.1496 (0.1611)  loss_bbox_dn_5: 0.1496 (0.1612)  loss_giou: 0.4816 (0.4665)  loss_giou_aux_0: 0.4912 (0.4893)  loss_giou_aux_1: 0.4928 (0.4762)  loss_giou_aux_2: 0.4944 (0.4710)  loss_giou_aux_3: 0.4857 (0.4679)  loss_giou_aux_4: 0.4817 (0.4667)  loss_giou_aux_5: 0.5489 (0.5518)  loss_giou_dn_0: 0.5742 (0.5676)  loss_giou_dn_1: 0.4652 (0.4597)  loss_giou_dn_2: 0.4343 (0.4286)  loss_giou_dn_3: 0.4287 (0.4204)  loss_giou_dn_4: 0.4243 (0.4183)  loss_giou_dn_5: 0.4244 (0.4185)  loss_vfl: 0.6766 (0.6594)  loss_vfl_aux_0: 0.7975 (0.7601)  loss_vfl_aux_1: 0.7349 (0.7144)  loss_vfl_aux_2: 0.6863 (0.6865)  loss_vfl_aux_3: 0.6918 (0.6718)  loss_vfl_aux_4: 0.6690 (0.6633)  loss_vfl_aux_5: 0.7616 (0.7455)  loss_vfl_dn_0: 0.4585 (0.4475)  loss_vfl_dn_1: 0.3901 (0.3818)  loss_vfl_dn_2: 0.3724 (0.3659)  loss_vfl_dn_3: 0.3640 (0.3587)  loss_vfl_dn_4: 0.3627 (0.3562)  loss_vfl_dn_5: 0.3622 (0.3554)  time: 0.4696  data: 0.0134  max mem: 5654
Epoch: [55]  [4300/7393]  eta: 0:25:17  lr: 0.000010  loss: 15.1390 (15.4878)  loss_bbox: 0.1375 (0.1498)  loss_bbox_aux_0: 0.1469 (0.1622)  loss_bbox_aux_1: 0.1435 (0.1546)  loss_bbox_aux_2: 0.1420 (0.1521)  loss_bbox_aux_3: 0.1388 (0.1506)  loss_bbox_aux_4: 0.1425 (0.1500)  loss_bbox_aux_5: 0.1873 (0.1977)  loss_bbox_dn_0: 0.2160 (0.2587)  loss_bbox_dn_1: 0.1589 (0.1888)  loss_bbox_dn_2: 0.1477 (0.1683)  loss_bbox_dn_3: 0.1428 (0.1625)  loss_bbox_dn_4: 0.1388 (0.1611)  loss_bbox_dn_5: 0.1388 (0.1611)  loss_giou: 0.4799 (0.4668)  loss_giou_aux_0: 0.5088 (0.4895)  loss_giou_aux_1: 0.5042 (0.4764)  loss_giou_aux_2: 0.4943 (0.4713)  loss_giou_aux_3: 0.4872 (0.4682)  loss_giou_aux_4: 0.4859 (0.4670)  loss_giou_aux_5: 0.5555 (0.5520)  loss_giou_dn_0: 0.5772 (0.5678)  loss_giou_dn_1: 0.4704 (0.4599)  loss_giou_dn_2: 0.4367 (0.4288)  loss_giou_dn_3: 0.4275 (0.4205)  loss_giou_dn_4: 0.4240 (0.4185)  loss_giou_dn_5: 0.4243 (0.4186)  loss_vfl: 0.6236 (0.6591)  loss_vfl_aux_0: 0.7137 (0.7599)  loss_vfl_aux_1: 0.6574 (0.7142)  loss_vfl_aux_2: 0.6450 (0.6863)  loss_vfl_aux_3: 0.6380 (0.6716)  loss_vfl_aux_4: 0.6281 (0.6630)  loss_vfl_aux_5: 0.6780 (0.7453)  loss_vfl_dn_0: 0.4379 (0.4475)  loss_vfl_dn_1: 0.3862 (0.3818)  loss_vfl_dn_2: 0.3761 (0.3660)  loss_vfl_dn_3: 0.3648 (0.3587)  loss_vfl_dn_4: 0.3636 (0.3562)  loss_vfl_dn_5: 0.3626 (0.3554)  time: 0.4767  data: 0.0137  max mem: 5654
Epoch: [55]  [4400/7393]  eta: 0:24:27  lr: 0.000010  loss: 15.1764 (15.4877)  loss_bbox: 0.1462 (0.1498)  loss_bbox_aux_0: 0.1585 (0.1622)  loss_bbox_aux_1: 0.1463 (0.1545)  loss_bbox_aux_2: 0.1433 (0.1520)  loss_bbox_aux_3: 0.1429 (0.1506)  loss_bbox_aux_4: 0.1451 (0.1499)  loss_bbox_aux_5: 0.1811 (0.1977)  loss_bbox_dn_0: 0.2244 (0.2585)  loss_bbox_dn_1: 0.1706 (0.1887)  loss_bbox_dn_2: 0.1555 (0.1682)  loss_bbox_dn_3: 0.1543 (0.1624)  loss_bbox_dn_4: 0.1538 (0.1610)  loss_bbox_dn_5: 0.1537 (0.1610)  loss_giou: 0.4364 (0.4668)  loss_giou_aux_0: 0.4673 (0.4896)  loss_giou_aux_1: 0.4467 (0.4765)  loss_giou_aux_2: 0.4362 (0.4713)  loss_giou_aux_3: 0.4383 (0.4682)  loss_giou_aux_4: 0.4416 (0.4670)  loss_giou_aux_5: 0.5452 (0.5520)  loss_giou_dn_0: 0.5557 (0.5677)  loss_giou_dn_1: 0.4619 (0.4599)  loss_giou_dn_2: 0.4246 (0.4288)  loss_giou_dn_3: 0.4139 (0.4205)  loss_giou_dn_4: 0.4110 (0.4184)  loss_giou_dn_5: 0.4110 (0.4186)  loss_vfl: 0.6408 (0.6593)  loss_vfl_aux_0: 0.7472 (0.7598)  loss_vfl_aux_1: 0.6941 (0.7142)  loss_vfl_aux_2: 0.6865 (0.6865)  loss_vfl_aux_3: 0.6463 (0.6718)  loss_vfl_aux_4: 0.6450 (0.6632)  loss_vfl_aux_5: 0.7231 (0.7453)  loss_vfl_dn_0: 0.4414 (0.4475)  loss_vfl_dn_1: 0.3826 (0.3818)  loss_vfl_dn_2: 0.3603 (0.3660)  loss_vfl_dn_3: 0.3542 (0.3588)  loss_vfl_dn_4: 0.3523 (0.3562)  loss_vfl_dn_5: 0.3506 (0.3555)  time: 0.4838  data: 0.0135  max mem: 5654
Epoch: [55]  [4500/7393]  eta: 0:23:37  lr: 0.000010  loss: 15.1301 (15.4840)  loss_bbox: 0.1411 (0.1498)  loss_bbox_aux_0: 0.1537 (0.1622)  loss_bbox_aux_1: 0.1386 (0.1545)  loss_bbox_aux_2: 0.1396 (0.1520)  loss_bbox_aux_3: 0.1445 (0.1505)  loss_bbox_aux_4: 0.1402 (0.1499)  loss_bbox_aux_5: 0.1942 (0.1976)  loss_bbox_dn_0: 0.2546 (0.2585)  loss_bbox_dn_1: 0.1735 (0.1887)  loss_bbox_dn_2: 0.1486 (0.1682)  loss_bbox_dn_3: 0.1441 (0.1624)  loss_bbox_dn_4: 0.1434 (0.1610)  loss_bbox_dn_5: 0.1434 (0.1610)  loss_giou: 0.4208 (0.4664)  loss_giou_aux_0: 0.4441 (0.4891)  loss_giou_aux_1: 0.4280 (0.4761)  loss_giou_aux_2: 0.4190 (0.4709)  loss_giou_aux_3: 0.4195 (0.4677)  loss_giou_aux_4: 0.4214 (0.4666)  loss_giou_aux_5: 0.4932 (0.5516)  loss_giou_dn_0: 0.5441 (0.5675)  loss_giou_dn_1: 0.4465 (0.4596)  loss_giou_dn_2: 0.4111 (0.4285)  loss_giou_dn_3: 0.3911 (0.4202)  loss_giou_dn_4: 0.3878 (0.4181)  loss_giou_dn_5: 0.3877 (0.4183)  loss_vfl: 0.6685 (0.6595)  loss_vfl_aux_0: 0.7549 (0.7600)  loss_vfl_aux_1: 0.7093 (0.7143)  loss_vfl_aux_2: 0.6787 (0.6867)  loss_vfl_aux_3: 0.6660 (0.6719)  loss_vfl_aux_4: 0.6650 (0.6634)  loss_vfl_aux_5: 0.7486 (0.7455)  loss_vfl_dn_0: 0.4465 (0.4475)  loss_vfl_dn_1: 0.3807 (0.3818)  loss_vfl_dn_2: 0.3592 (0.3660)  loss_vfl_dn_3: 0.3527 (0.3588)  loss_vfl_dn_4: 0.3505 (0.3562)  loss_vfl_dn_5: 0.3501 (0.3555)  time: 0.4767  data: 0.0143  max mem: 5654
Epoch: [55]  [4600/7393]  eta: 0:22:47  lr: 0.000010  loss: 15.5330 (15.4868)  loss_bbox: 0.1338 (0.1497)  loss_bbox_aux_0: 0.1501 (0.1622)  loss_bbox_aux_1: 0.1376 (0.1545)  loss_bbox_aux_2: 0.1323 (0.1520)  loss_bbox_aux_3: 0.1329 (0.1505)  loss_bbox_aux_4: 0.1261 (0.1498)  loss_bbox_aux_5: 0.1760 (0.1976)  loss_bbox_dn_0: 0.2218 (0.2585)  loss_bbox_dn_1: 0.1620 (0.1887)  loss_bbox_dn_2: 0.1430 (0.1683)  loss_bbox_dn_3: 0.1377 (0.1624)  loss_bbox_dn_4: 0.1360 (0.1611)  loss_bbox_dn_5: 0.1360 (0.1611)  loss_giou: 0.4864 (0.4666)  loss_giou_aux_0: 0.5141 (0.4893)  loss_giou_aux_1: 0.5050 (0.4763)  loss_giou_aux_2: 0.4974 (0.4711)  loss_giou_aux_3: 0.4926 (0.4679)  loss_giou_aux_4: 0.4895 (0.4668)  loss_giou_aux_5: 0.5896 (0.5517)  loss_giou_dn_0: 0.5807 (0.5676)  loss_giou_dn_1: 0.4667 (0.4597)  loss_giou_dn_2: 0.4407 (0.4286)  loss_giou_dn_3: 0.4346 (0.4204)  loss_giou_dn_4: 0.4318 (0.4183)  loss_giou_dn_5: 0.4320 (0.4185)  loss_vfl: 0.6369 (0.6594)  loss_vfl_aux_0: 0.7390 (0.7600)  loss_vfl_aux_1: 0.7016 (0.7144)  loss_vfl_aux_2: 0.6605 (0.6866)  loss_vfl_aux_3: 0.6595 (0.6719)  loss_vfl_aux_4: 0.6439 (0.6634)  loss_vfl_aux_5: 0.7127 (0.7455)  loss_vfl_dn_0: 0.4434 (0.4476)  loss_vfl_dn_1: 0.3849 (0.3819)  loss_vfl_dn_2: 0.3738 (0.3661)  loss_vfl_dn_3: 0.3639 (0.3588)  loss_vfl_dn_4: 0.3619 (0.3563)  loss_vfl_dn_5: 0.3616 (0.3556)  time: 0.4746  data: 0.0134  max mem: 5654
Epoch: [55]  [4700/7393]  eta: 0:21:57  lr: 0.000010  loss: 14.9553 (15.4849)  loss_bbox: 0.1429 (0.1497)  loss_bbox_aux_0: 0.1599 (0.1622)  loss_bbox_aux_1: 0.1514 (0.1545)  loss_bbox_aux_2: 0.1447 (0.1520)  loss_bbox_aux_3: 0.1441 (0.1505)  loss_bbox_aux_4: 0.1449 (0.1498)  loss_bbox_aux_5: 0.1832 (0.1975)  loss_bbox_dn_0: 0.2216 (0.2585)  loss_bbox_dn_1: 0.1615 (0.1887)  loss_bbox_dn_2: 0.1420 (0.1682)  loss_bbox_dn_3: 0.1374 (0.1624)  loss_bbox_dn_4: 0.1356 (0.1610)  loss_bbox_dn_5: 0.1356 (0.1610)  loss_giou: 0.4391 (0.4666)  loss_giou_aux_0: 0.4664 (0.4893)  loss_giou_aux_1: 0.4460 (0.4762)  loss_giou_aux_2: 0.4447 (0.4711)  loss_giou_aux_3: 0.4418 (0.4679)  loss_giou_aux_4: 0.4451 (0.4668)  loss_giou_aux_5: 0.5146 (0.5517)  loss_giou_dn_0: 0.5459 (0.5676)  loss_giou_dn_1: 0.4359 (0.4597)  loss_giou_dn_2: 0.4034 (0.4286)  loss_giou_dn_3: 0.3958 (0.4203)  loss_giou_dn_4: 0.3927 (0.4183)  loss_giou_dn_5: 0.3929 (0.4184)  loss_vfl: 0.6449 (0.6593)  loss_vfl_aux_0: 0.7416 (0.7598)  loss_vfl_aux_1: 0.7035 (0.7143)  loss_vfl_aux_2: 0.6854 (0.6865)  loss_vfl_aux_3: 0.6621 (0.6717)  loss_vfl_aux_4: 0.6503 (0.6633)  loss_vfl_aux_5: 0.7439 (0.7455)  loss_vfl_dn_0: 0.4444 (0.4475)  loss_vfl_dn_1: 0.3790 (0.3819)  loss_vfl_dn_2: 0.3629 (0.3661)  loss_vfl_dn_3: 0.3570 (0.3588)  loss_vfl_dn_4: 0.3519 (0.3563)  loss_vfl_dn_5: 0.3510 (0.3555)  time: 0.4750  data: 0.0136  max mem: 5654
Epoch: [55]  [4800/7393]  eta: 0:21:08  lr: 0.000010  loss: 15.5537 (15.4828)  loss_bbox: 0.1437 (0.1497)  loss_bbox_aux_0: 0.1561 (0.1622)  loss_bbox_aux_1: 0.1459 (0.1545)  loss_bbox_aux_2: 0.1392 (0.1520)  loss_bbox_aux_3: 0.1448 (0.1505)  loss_bbox_aux_4: 0.1436 (0.1498)  loss_bbox_aux_5: 0.1896 (0.1975)  loss_bbox_dn_0: 0.2566 (0.2586)  loss_bbox_dn_1: 0.1904 (0.1887)  loss_bbox_dn_2: 0.1568 (0.1683)  loss_bbox_dn_3: 0.1505 (0.1624)  loss_bbox_dn_4: 0.1468 (0.1611)  loss_bbox_dn_5: 0.1468 (0.1611)  loss_giou: 0.4336 (0.4665)  loss_giou_aux_0: 0.4634 (0.4892)  loss_giou_aux_1: 0.4451 (0.4762)  loss_giou_aux_2: 0.4298 (0.4710)  loss_giou_aux_3: 0.4311 (0.4679)  loss_giou_aux_4: 0.4301 (0.4667)  loss_giou_aux_5: 0.5283 (0.5516)  loss_giou_dn_0: 0.5852 (0.5675)  loss_giou_dn_1: 0.4580 (0.4596)  loss_giou_dn_2: 0.4228 (0.4285)  loss_giou_dn_3: 0.4126 (0.4202)  loss_giou_dn_4: 0.4120 (0.4182)  loss_giou_dn_5: 0.4121 (0.4184)  loss_vfl: 0.6539 (0.6591)  loss_vfl_aux_0: 0.7730 (0.7596)  loss_vfl_aux_1: 0.7340 (0.7141)  loss_vfl_aux_2: 0.6971 (0.6863)  loss_vfl_aux_3: 0.6666 (0.6715)  loss_vfl_aux_4: 0.6686 (0.6630)  loss_vfl_aux_5: 0.7290 (0.7453)  loss_vfl_dn_0: 0.4518 (0.4475)  loss_vfl_dn_1: 0.3884 (0.3818)  loss_vfl_dn_2: 0.3690 (0.3660)  loss_vfl_dn_3: 0.3621 (0.3588)  loss_vfl_dn_4: 0.3561 (0.3562)  loss_vfl_dn_5: 0.3552 (0.3555)  time: 0.4845  data: 0.0135  max mem: 5654
Epoch: [55]  [4900/7393]  eta: 0:20:18  lr: 0.000010  loss: 15.5563 (15.4833)  loss_bbox: 0.1308 (0.1498)  loss_bbox_aux_0: 0.1446 (0.1623)  loss_bbox_aux_1: 0.1348 (0.1546)  loss_bbox_aux_2: 0.1329 (0.1520)  loss_bbox_aux_3: 0.1316 (0.1505)  loss_bbox_aux_4: 0.1318 (0.1499)  loss_bbox_aux_5: 0.1758 (0.1976)  loss_bbox_dn_0: 0.2182 (0.2587)  loss_bbox_dn_1: 0.1580 (0.1888)  loss_bbox_dn_2: 0.1478 (0.1683)  loss_bbox_dn_3: 0.1437 (0.1625)  loss_bbox_dn_4: 0.1410 (0.1611)  loss_bbox_dn_5: 0.1410 (0.1611)  loss_giou: 0.4736 (0.4666)  loss_giou_aux_0: 0.5015 (0.4893)  loss_giou_aux_1: 0.4906 (0.4762)  loss_giou_aux_2: 0.4780 (0.4710)  loss_giou_aux_3: 0.4727 (0.4679)  loss_giou_aux_4: 0.4740 (0.4668)  loss_giou_aux_5: 0.5670 (0.5517)  loss_giou_dn_0: 0.5653 (0.5676)  loss_giou_dn_1: 0.4614 (0.4596)  loss_giou_dn_2: 0.4254 (0.4286)  loss_giou_dn_3: 0.4193 (0.4203)  loss_giou_dn_4: 0.4157 (0.4183)  loss_giou_dn_5: 0.4159 (0.4185)  loss_vfl: 0.6319 (0.6590)  loss_vfl_aux_0: 0.7416 (0.7594)  loss_vfl_aux_1: 0.7018 (0.7139)  loss_vfl_aux_2: 0.6752 (0.6862)  loss_vfl_aux_3: 0.6552 (0.6714)  loss_vfl_aux_4: 0.6315 (0.6628)  loss_vfl_aux_5: 0.7473 (0.7451)  loss_vfl_dn_0: 0.4471 (0.4475)  loss_vfl_dn_1: 0.3834 (0.3818)  loss_vfl_dn_2: 0.3705 (0.3660)  loss_vfl_dn_3: 0.3594 (0.3587)  loss_vfl_dn_4: 0.3562 (0.3562)  loss_vfl_dn_5: 0.3564 (0.3555)  time: 0.4870  data: 0.0133  max mem: 5654
Epoch: [55]  [5000/7393]  eta: 0:19:29  lr: 0.000010  loss: 15.3851 (15.4841)  loss_bbox: 0.1418 (0.1498)  loss_bbox_aux_0: 0.1646 (0.1623)  loss_bbox_aux_1: 0.1603 (0.1546)  loss_bbox_aux_2: 0.1532 (0.1519)  loss_bbox_aux_3: 0.1431 (0.1505)  loss_bbox_aux_4: 0.1418 (0.1498)  loss_bbox_aux_5: 0.2048 (0.1975)  loss_bbox_dn_0: 0.2185 (0.2584)  loss_bbox_dn_1: 0.1639 (0.1886)  loss_bbox_dn_2: 0.1497 (0.1682)  loss_bbox_dn_3: 0.1454 (0.1623)  loss_bbox_dn_4: 0.1448 (0.1609)  loss_bbox_dn_5: 0.1448 (0.1610)  loss_giou: 0.4743 (0.4669)  loss_giou_aux_0: 0.5117 (0.4896)  loss_giou_aux_1: 0.4807 (0.4765)  loss_giou_aux_2: 0.4769 (0.4713)  loss_giou_aux_3: 0.4758 (0.4681)  loss_giou_aux_4: 0.4658 (0.4670)  loss_giou_aux_5: 0.5671 (0.5520)  loss_giou_dn_0: 0.5770 (0.5678)  loss_giou_dn_1: 0.4670 (0.4599)  loss_giou_dn_2: 0.4264 (0.4288)  loss_giou_dn_3: 0.4161 (0.4205)  loss_giou_dn_4: 0.4159 (0.4185)  loss_giou_dn_5: 0.4163 (0.4187)  loss_vfl: 0.6327 (0.6589)  loss_vfl_aux_0: 0.6940 (0.7592)  loss_vfl_aux_1: 0.6618 (0.7136)  loss_vfl_aux_2: 0.6570 (0.6862)  loss_vfl_aux_3: 0.6378 (0.6714)  loss_vfl_aux_4: 0.6347 (0.6628)  loss_vfl_aux_5: 0.6885 (0.7448)  loss_vfl_dn_0: 0.4478 (0.4475)  loss_vfl_dn_1: 0.3845 (0.3819)  loss_vfl_dn_2: 0.3690 (0.3661)  loss_vfl_dn_3: 0.3600 (0.3588)  loss_vfl_dn_4: 0.3599 (0.3563)  loss_vfl_dn_5: 0.3573 (0.3555)  time: 0.4786  data: 0.0134  max mem: 5654
Epoch: [55]  [5100/7393]  eta: 0:18:42  lr: 0.000010  loss: 14.9755 (15.4815)  loss_bbox: 0.1358 (0.1497)  loss_bbox_aux_0: 0.1615 (0.1623)  loss_bbox_aux_1: 0.1454 (0.1545)  loss_bbox_aux_2: 0.1424 (0.1519)  loss_bbox_aux_3: 0.1347 (0.1504)  loss_bbox_aux_4: 0.1359 (0.1498)  loss_bbox_aux_5: 0.2041 (0.1974)  loss_bbox_dn_0: 0.2410 (0.2584)  loss_bbox_dn_1: 0.1789 (0.1886)  loss_bbox_dn_2: 0.1522 (0.1682)  loss_bbox_dn_3: 0.1462 (0.1623)  loss_bbox_dn_4: 0.1441 (0.1609)  loss_bbox_dn_5: 0.1442 (0.1610)  loss_giou: 0.4422 (0.4667)  loss_giou_aux_0: 0.4592 (0.4894)  loss_giou_aux_1: 0.4507 (0.4763)  loss_giou_aux_2: 0.4475 (0.4711)  loss_giou_aux_3: 0.4398 (0.4680)  loss_giou_aux_4: 0.4357 (0.4668)  loss_giou_aux_5: 0.5292 (0.5518)  loss_giou_dn_0: 0.5579 (0.5677)  loss_giou_dn_1: 0.4423 (0.4597)  loss_giou_dn_2: 0.4194 (0.4287)  loss_giou_dn_3: 0.4085 (0.4204)  loss_giou_dn_4: 0.4070 (0.4183)  loss_giou_dn_5: 0.4070 (0.4185)  loss_vfl: 0.6430 (0.6590)  loss_vfl_aux_0: 0.7465 (0.7591)  loss_vfl_aux_1: 0.6972 (0.7136)  loss_vfl_aux_2: 0.6701 (0.6861)  loss_vfl_aux_3: 0.6657 (0.6713)  loss_vfl_aux_4: 0.6390 (0.6628)  loss_vfl_aux_5: 0.7478 (0.7449)  loss_vfl_dn_0: 0.4380 (0.4475)  loss_vfl_dn_1: 0.3735 (0.3819)  loss_vfl_dn_2: 0.3586 (0.3660)  loss_vfl_dn_3: 0.3572 (0.3588)  loss_vfl_dn_4: 0.3537 (0.3563)  loss_vfl_dn_5: 0.3522 (0.3555)  time: 0.4734  data: 0.0133  max mem: 5654
Epoch: [55]  [5200/7393]  eta: 0:17:52  lr: 0.000010  loss: 15.0831 (15.4816)  loss_bbox: 0.1339 (0.1497)  loss_bbox_aux_0: 0.1478 (0.1624)  loss_bbox_aux_1: 0.1533 (0.1546)  loss_bbox_aux_2: 0.1344 (0.1519)  loss_bbox_aux_3: 0.1316 (0.1504)  loss_bbox_aux_4: 0.1335 (0.1498)  loss_bbox_aux_5: 0.1937 (0.1975)  loss_bbox_dn_0: 0.2373 (0.2585)  loss_bbox_dn_1: 0.1659 (0.1887)  loss_bbox_dn_2: 0.1476 (0.1683)  loss_bbox_dn_3: 0.1436 (0.1624)  loss_bbox_dn_4: 0.1413 (0.1610)  loss_bbox_dn_5: 0.1413 (0.1610)  loss_giou: 0.4426 (0.4666)  loss_giou_aux_0: 0.4786 (0.4894)  loss_giou_aux_1: 0.4479 (0.4762)  loss_giou_aux_2: 0.4500 (0.4710)  loss_giou_aux_3: 0.4457 (0.4679)  loss_giou_aux_4: 0.4420 (0.4667)  loss_giou_aux_5: 0.5290 (0.5518)  loss_giou_dn_0: 0.5450 (0.5675)  loss_giou_dn_1: 0.4414 (0.4596)  loss_giou_dn_2: 0.4099 (0.4286)  loss_giou_dn_3: 0.4005 (0.4203)  loss_giou_dn_4: 0.4001 (0.4183)  loss_giou_dn_5: 0.4002 (0.4184)  loss_vfl: 0.6601 (0.6591)  loss_vfl_aux_0: 0.7610 (0.7589)  loss_vfl_aux_1: 0.7219 (0.7136)  loss_vfl_aux_2: 0.6915 (0.6863)  loss_vfl_aux_3: 0.6748 (0.6715)  loss_vfl_aux_4: 0.6784 (0.6630)  loss_vfl_aux_5: 0.7270 (0.7448)  loss_vfl_dn_0: 0.4423 (0.4474)  loss_vfl_dn_1: 0.3775 (0.3818)  loss_vfl_dn_2: 0.3582 (0.3660)  loss_vfl_dn_3: 0.3499 (0.3587)  loss_vfl_dn_4: 0.3465 (0.3562)  loss_vfl_dn_5: 0.3458 (0.3555)  time: 0.4852  data: 0.0145  max mem: 5654
Epoch: [55]  [5300/7393]  eta: 0:17:03  lr: 0.000010  loss: 15.7323 (15.4798)  loss_bbox: 0.1284 (0.1497)  loss_bbox_aux_0: 0.1557 (0.1623)  loss_bbox_aux_1: 0.1413 (0.1546)  loss_bbox_aux_2: 0.1346 (0.1519)  loss_bbox_aux_3: 0.1299 (0.1504)  loss_bbox_aux_4: 0.1293 (0.1498)  loss_bbox_aux_5: 0.1838 (0.1975)  loss_bbox_dn_0: 0.2305 (0.2585)  loss_bbox_dn_1: 0.1684 (0.1887)  loss_bbox_dn_2: 0.1452 (0.1683)  loss_bbox_dn_3: 0.1383 (0.1624)  loss_bbox_dn_4: 0.1369 (0.1610)  loss_bbox_dn_5: 0.1369 (0.1610)  loss_giou: 0.4417 (0.4662)  loss_giou_aux_0: 0.4444 (0.4891)  loss_giou_aux_1: 0.4247 (0.4759)  loss_giou_aux_2: 0.4292 (0.4706)  loss_giou_aux_3: 0.4400 (0.4675)  loss_giou_aux_4: 0.4431 (0.4664)  loss_giou_aux_5: 0.5217 (0.5515)  loss_giou_dn_0: 0.5518 (0.5674)  loss_giou_dn_1: 0.4400 (0.4594)  loss_giou_dn_2: 0.4015 (0.4284)  loss_giou_dn_3: 0.3941 (0.4201)  loss_giou_dn_4: 0.3925 (0.4181)  loss_giou_dn_5: 0.3929 (0.4183)  loss_vfl: 0.6822 (0.6595)  loss_vfl_aux_0: 0.7746 (0.7591)  loss_vfl_aux_1: 0.7080 (0.7138)  loss_vfl_aux_2: 0.6996 (0.6866)  loss_vfl_aux_3: 0.6913 (0.6718)  loss_vfl_aux_4: 0.6880 (0.6633)  loss_vfl_aux_5: 0.7564 (0.7450)  loss_vfl_dn_0: 0.4514 (0.4475)  loss_vfl_dn_1: 0.3888 (0.3818)  loss_vfl_dn_2: 0.3733 (0.3660)  loss_vfl_dn_3: 0.3680 (0.3587)  loss_vfl_dn_4: 0.3667 (0.3562)  loss_vfl_dn_5: 0.3666 (0.3555)  time: 0.4848  data: 0.0139  max mem: 5654
Epoch: [55]  [5400/7393]  eta: 0:16:14  lr: 0.000010  loss: 15.9816 (15.4851)  loss_bbox: 0.1496 (0.1498)  loss_bbox_aux_0: 0.1646 (0.1624)  loss_bbox_aux_1: 0.1504 (0.1546)  loss_bbox_aux_2: 0.1534 (0.1520)  loss_bbox_aux_3: 0.1522 (0.1504)  loss_bbox_aux_4: 0.1517 (0.1499)  loss_bbox_aux_5: 0.2094 (0.1975)  loss_bbox_dn_0: 0.2472 (0.2585)  loss_bbox_dn_1: 0.1787 (0.1887)  loss_bbox_dn_2: 0.1660 (0.1683)  loss_bbox_dn_3: 0.1634 (0.1624)  loss_bbox_dn_4: 0.1627 (0.1611)  loss_bbox_dn_5: 0.1627 (0.1611)  loss_giou: 0.4723 (0.4665)  loss_giou_aux_0: 0.4931 (0.4894)  loss_giou_aux_1: 0.4754 (0.4762)  loss_giou_aux_2: 0.4797 (0.4709)  loss_giou_aux_3: 0.4738 (0.4678)  loss_giou_aux_4: 0.4716 (0.4667)  loss_giou_aux_5: 0.5506 (0.5517)  loss_giou_dn_0: 0.5784 (0.5675)  loss_giou_dn_1: 0.4642 (0.4596)  loss_giou_dn_2: 0.4288 (0.4286)  loss_giou_dn_3: 0.4218 (0.4203)  loss_giou_dn_4: 0.4211 (0.4182)  loss_giou_dn_5: 0.4211 (0.4184)  loss_vfl: 0.6506 (0.6598)  loss_vfl_aux_0: 0.7719 (0.7592)  loss_vfl_aux_1: 0.7079 (0.7139)  loss_vfl_aux_2: 0.7017 (0.6867)  loss_vfl_aux_3: 0.6737 (0.6721)  loss_vfl_aux_4: 0.6673 (0.6636)  loss_vfl_aux_5: 0.7467 (0.7452)  loss_vfl_dn_0: 0.4515 (0.4475)  loss_vfl_dn_1: 0.3875 (0.3819)  loss_vfl_dn_2: 0.3717 (0.3661)  loss_vfl_dn_3: 0.3638 (0.3588)  loss_vfl_dn_4: 0.3623 (0.3563)  loss_vfl_dn_5: 0.3611 (0.3556)  time: 0.4845  data: 0.0143  max mem: 5654
Epoch: [55]  [5500/7393]  eta: 0:15:25  lr: 0.000010  loss: 15.7347 (15.4841)  loss_bbox: 0.1453 (0.1498)  loss_bbox_aux_0: 0.1644 (0.1624)  loss_bbox_aux_1: 0.1579 (0.1546)  loss_bbox_aux_2: 0.1449 (0.1520)  loss_bbox_aux_3: 0.1482 (0.1504)  loss_bbox_aux_4: 0.1485 (0.1499)  loss_bbox_aux_5: 0.1877 (0.1975)  loss_bbox_dn_0: 0.2535 (0.2586)  loss_bbox_dn_1: 0.1822 (0.1887)  loss_bbox_dn_2: 0.1580 (0.1683)  loss_bbox_dn_3: 0.1450 (0.1625)  loss_bbox_dn_4: 0.1438 (0.1611)  loss_bbox_dn_5: 0.1438 (0.1611)  loss_giou: 0.4717 (0.4663)  loss_giou_aux_0: 0.4955 (0.4892)  loss_giou_aux_1: 0.4857 (0.4760)  loss_giou_aux_2: 0.4825 (0.4708)  loss_giou_aux_3: 0.4775 (0.4677)  loss_giou_aux_4: 0.4720 (0.4665)  loss_giou_aux_5: 0.5608 (0.5515)  loss_giou_dn_0: 0.5952 (0.5675)  loss_giou_dn_1: 0.4750 (0.4595)  loss_giou_dn_2: 0.4474 (0.4285)  loss_giou_dn_3: 0.4358 (0.4202)  loss_giou_dn_4: 0.4316 (0.4182)  loss_giou_dn_5: 0.4315 (0.4184)  loss_vfl: 0.6438 (0.6598)  loss_vfl_aux_0: 0.7462 (0.7592)  loss_vfl_aux_1: 0.7131 (0.7139)  loss_vfl_aux_2: 0.6755 (0.6868)  loss_vfl_aux_3: 0.6579 (0.6721)  loss_vfl_aux_4: 0.6409 (0.6636)  loss_vfl_aux_5: 0.7148 (0.7452)  loss_vfl_dn_0: 0.4437 (0.4475)  loss_vfl_dn_1: 0.3814 (0.3819)  loss_vfl_dn_2: 0.3655 (0.3661)  loss_vfl_dn_3: 0.3578 (0.3588)  loss_vfl_dn_4: 0.3554 (0.3563)  loss_vfl_dn_5: 0.3553 (0.3555)  time: 0.4857  data: 0.0139  max mem: 5654
Epoch: [55]  [5600/7393]  eta: 0:14:36  lr: 0.000010  loss: 14.3390 (15.4805)  loss_bbox: 0.1383 (0.1498)  loss_bbox_aux_0: 0.1564 (0.1624)  loss_bbox_aux_1: 0.1415 (0.1546)  loss_bbox_aux_2: 0.1402 (0.1519)  loss_bbox_aux_3: 0.1380 (0.1504)  loss_bbox_aux_4: 0.1383 (0.1498)  loss_bbox_aux_5: 0.1805 (0.1976)  loss_bbox_dn_0: 0.2421 (0.2586)  loss_bbox_dn_1: 0.1744 (0.1888)  loss_bbox_dn_2: 0.1523 (0.1684)  loss_bbox_dn_3: 0.1465 (0.1625)  loss_bbox_dn_4: 0.1477 (0.1611)  loss_bbox_dn_5: 0.1478 (0.1611)  loss_giou: 0.3976 (0.4661)  loss_giou_aux_0: 0.4224 (0.4890)  loss_giou_aux_1: 0.4112 (0.4758)  loss_giou_aux_2: 0.4010 (0.4705)  loss_giou_aux_3: 0.3968 (0.4674)  loss_giou_aux_4: 0.3974 (0.4662)  loss_giou_aux_5: 0.4577 (0.5514)  loss_giou_dn_0: 0.5018 (0.5672)  loss_giou_dn_1: 0.3870 (0.4593)  loss_giou_dn_2: 0.3585 (0.4283)  loss_giou_dn_3: 0.3481 (0.4200)  loss_giou_dn_4: 0.3470 (0.4179)  loss_giou_dn_5: 0.3471 (0.4181)  loss_vfl: 0.6207 (0.6598)  loss_vfl_aux_0: 0.7293 (0.7591)  loss_vfl_aux_1: 0.6902 (0.7139)  loss_vfl_aux_2: 0.6519 (0.6868)  loss_vfl_aux_3: 0.6363 (0.6721)  loss_vfl_aux_4: 0.6277 (0.6636)  loss_vfl_aux_5: 0.7316 (0.7452)  loss_vfl_dn_0: 0.4381 (0.4476)  loss_vfl_dn_1: 0.3717 (0.3819)  loss_vfl_dn_2: 0.3541 (0.3660)  loss_vfl_dn_3: 0.3467 (0.3587)  loss_vfl_dn_4: 0.3424 (0.3562)  loss_vfl_dn_5: 0.3423 (0.3555)  time: 0.4852  data: 0.0138  max mem: 5654
Epoch: [55]  [5700/7393]  eta: 0:13:49  lr: 0.000010  loss: 15.5560 (15.4795)  loss_bbox: 0.1421 (0.1497)  loss_bbox_aux_0: 0.1558 (0.1624)  loss_bbox_aux_1: 0.1493 (0.1545)  loss_bbox_aux_2: 0.1451 (0.1519)  loss_bbox_aux_3: 0.1453 (0.1503)  loss_bbox_aux_4: 0.1421 (0.1498)  loss_bbox_aux_5: 0.1832 (0.1975)  loss_bbox_dn_0: 0.2443 (0.2587)  loss_bbox_dn_1: 0.1723 (0.1888)  loss_bbox_dn_2: 0.1473 (0.1684)  loss_bbox_dn_3: 0.1468 (0.1625)  loss_bbox_dn_4: 0.1491 (0.1611)  loss_bbox_dn_5: 0.1493 (0.1611)  loss_giou: 0.4320 (0.4660)  loss_giou_aux_0: 0.4545 (0.4889)  loss_giou_aux_1: 0.4455 (0.4756)  loss_giou_aux_2: 0.4341 (0.4703)  loss_giou_aux_3: 0.4387 (0.4673)  loss_giou_aux_4: 0.4371 (0.4661)  loss_giou_aux_5: 0.5022 (0.5511)  loss_giou_dn_0: 0.5625 (0.5672)  loss_giou_dn_1: 0.4396 (0.4592)  loss_giou_dn_2: 0.4048 (0.4282)  loss_giou_dn_3: 0.3944 (0.4199)  loss_giou_dn_4: 0.3950 (0.4178)  loss_giou_dn_5: 0.3959 (0.4180)  loss_vfl: 0.6456 (0.6599)  loss_vfl_aux_0: 0.7209 (0.7591)  loss_vfl_aux_1: 0.7207 (0.7141)  loss_vfl_aux_2: 0.6895 (0.6871)  loss_vfl_aux_3: 0.6551 (0.6722)  loss_vfl_aux_4: 0.6534 (0.6638)  loss_vfl_aux_5: 0.7272 (0.7454)  loss_vfl_dn_0: 0.4398 (0.4476)  loss_vfl_dn_1: 0.3823 (0.3819)  loss_vfl_dn_2: 0.3622 (0.3660)  loss_vfl_dn_3: 0.3569 (0.3587)  loss_vfl_dn_4: 0.3542 (0.3562)  loss_vfl_dn_5: 0.3529 (0.3554)  time: 0.7723  data: 0.0138  max mem: 5654
Epoch: [55]  [5800/7393]  eta: 0:12:59  lr: 0.000010  loss: 15.1584 (15.4822)  loss_bbox: 0.1438 (0.1497)  loss_bbox_aux_0: 0.1621 (0.1624)  loss_bbox_aux_1: 0.1496 (0.1545)  loss_bbox_aux_2: 0.1402 (0.1518)  loss_bbox_aux_3: 0.1406 (0.1503)  loss_bbox_aux_4: 0.1438 (0.1498)  loss_bbox_aux_5: 0.2071 (0.1976)  loss_bbox_dn_0: 0.2516 (0.2587)  loss_bbox_dn_1: 0.1767 (0.1887)  loss_bbox_dn_2: 0.1589 (0.1683)  loss_bbox_dn_3: 0.1495 (0.1624)  loss_bbox_dn_4: 0.1477 (0.1610)  loss_bbox_dn_5: 0.1477 (0.1610)  loss_giou: 0.4778 (0.4663)  loss_giou_aux_0: 0.4977 (0.4892)  loss_giou_aux_1: 0.4817 (0.4759)  loss_giou_aux_2: 0.4769 (0.4706)  loss_giou_aux_3: 0.4708 (0.4676)  loss_giou_aux_4: 0.4801 (0.4664)  loss_giou_aux_5: 0.5492 (0.5515)  loss_giou_dn_0: 0.5706 (0.5674)  loss_giou_dn_1: 0.4497 (0.4594)  loss_giou_dn_2: 0.4165 (0.4284)  loss_giou_dn_3: 0.4046 (0.4201)  loss_giou_dn_4: 0.3993 (0.4180)  loss_giou_dn_5: 0.3993 (0.4182)  loss_vfl: 0.6389 (0.6598)  loss_vfl_aux_0: 0.7535 (0.7590)  loss_vfl_aux_1: 0.7026 (0.7141)  loss_vfl_aux_2: 0.6846 (0.6870)  loss_vfl_aux_3: 0.6481 (0.6722)  loss_vfl_aux_4: 0.6432 (0.6637)  loss_vfl_aux_5: 0.7246 (0.7454)  loss_vfl_dn_0: 0.4492 (0.4476)  loss_vfl_dn_1: 0.3851 (0.3819)  loss_vfl_dn_2: 0.3671 (0.3660)  loss_vfl_dn_3: 0.3613 (0.3587)  loss_vfl_dn_4: 0.3584 (0.3562)  loss_vfl_dn_5: 0.3565 (0.3555)  time: 0.4951  data: 0.0138  max mem: 5654
Epoch: [55]  [5900/7393]  eta: 0:12:10  lr: 0.000010  loss: 15.1876 (15.4820)  loss_bbox: 0.1560 (0.1497)  loss_bbox_aux_0: 0.1647 (0.1623)  loss_bbox_aux_1: 0.1583 (0.1544)  loss_bbox_aux_2: 0.1515 (0.1518)  loss_bbox_aux_3: 0.1526 (0.1503)  loss_bbox_aux_4: 0.1517 (0.1497)  loss_bbox_aux_5: 0.2058 (0.1975)  loss_bbox_dn_0: 0.2572 (0.2588)  loss_bbox_dn_1: 0.1912 (0.1888)  loss_bbox_dn_2: 0.1696 (0.1684)  loss_bbox_dn_3: 0.1672 (0.1625)  loss_bbox_dn_4: 0.1664 (0.1611)  loss_bbox_dn_5: 0.1665 (0.1611)  loss_giou: 0.4171 (0.4662)  loss_giou_aux_0: 0.4575 (0.4891)  loss_giou_aux_1: 0.4493 (0.4758)  loss_giou_aux_2: 0.4311 (0.4705)  loss_giou_aux_3: 0.4179 (0.4675)  loss_giou_aux_4: 0.4163 (0.4664)  loss_giou_aux_5: 0.5300 (0.5513)  loss_giou_dn_0: 0.5483 (0.5673)  loss_giou_dn_1: 0.4261 (0.4593)  loss_giou_dn_2: 0.3829 (0.4282)  loss_giou_dn_3: 0.3752 (0.4199)  loss_giou_dn_4: 0.3723 (0.4179)  loss_giou_dn_5: 0.3725 (0.4181)  loss_vfl: 0.6595 (0.6599)  loss_vfl_aux_0: 0.7473 (0.7592)  loss_vfl_aux_1: 0.7055 (0.7141)  loss_vfl_aux_2: 0.6732 (0.6873)  loss_vfl_aux_3: 0.6565 (0.6723)  loss_vfl_aux_4: 0.6398 (0.6638)  loss_vfl_aux_5: 0.7305 (0.7456)  loss_vfl_dn_0: 0.4430 (0.4476)  loss_vfl_dn_1: 0.3793 (0.3819)  loss_vfl_dn_2: 0.3609 (0.3660)  loss_vfl_dn_3: 0.3517 (0.3587)  loss_vfl_dn_4: 0.3499 (0.3562)  loss_vfl_dn_5: 0.3500 (0.3555)  time: 0.4813  data: 0.0138  max mem: 5654
Epoch: [55]  [6000/7393]  eta: 0:11:21  lr: 0.000010  loss: 15.8470 (15.4845)  loss_bbox: 0.1613 (0.1498)  loss_bbox_aux_0: 0.1709 (0.1624)  loss_bbox_aux_1: 0.1703 (0.1545)  loss_bbox_aux_2: 0.1616 (0.1519)  loss_bbox_aux_3: 0.1645 (0.1504)  loss_bbox_aux_4: 0.1611 (0.1498)  loss_bbox_aux_5: 0.2200 (0.1976)  loss_bbox_dn_0: 0.2586 (0.2589)  loss_bbox_dn_1: 0.1920 (0.1889)  loss_bbox_dn_2: 0.1706 (0.1685)  loss_bbox_dn_3: 0.1669 (0.1626)  loss_bbox_dn_4: 0.1657 (0.1612)  loss_bbox_dn_5: 0.1658 (0.1612)  loss_giou: 0.4683 (0.4662)  loss_giou_aux_0: 0.4694 (0.4891)  loss_giou_aux_1: 0.4573 (0.4758)  loss_giou_aux_2: 0.4695 (0.4705)  loss_giou_aux_3: 0.4662 (0.4676)  loss_giou_aux_4: 0.4680 (0.4664)  loss_giou_aux_5: 0.5400 (0.5514)  loss_giou_dn_0: 0.5615 (0.5673)  loss_giou_dn_1: 0.4519 (0.4593)  loss_giou_dn_2: 0.4156 (0.4283)  loss_giou_dn_3: 0.4083 (0.4200)  loss_giou_dn_4: 0.4062 (0.4179)  loss_giou_dn_5: 0.4068 (0.4181)  loss_vfl: 0.6544 (0.6600)  loss_vfl_aux_0: 0.7608 (0.7594)  loss_vfl_aux_1: 0.7160 (0.7143)  loss_vfl_aux_2: 0.6812 (0.6874)  loss_vfl_aux_3: 0.6606 (0.6723)  loss_vfl_aux_4: 0.6623 (0.6639)  loss_vfl_aux_5: 0.7515 (0.7457)  loss_vfl_dn_0: 0.4438 (0.4476)  loss_vfl_dn_1: 0.3817 (0.3820)  loss_vfl_dn_2: 0.3690 (0.3660)  loss_vfl_dn_3: 0.3621 (0.3588)  loss_vfl_dn_4: 0.3604 (0.3562)  loss_vfl_dn_5: 0.3591 (0.3555)  time: 0.4850  data: 0.0137  max mem: 5654
Epoch: [55]  [6100/7393]  eta: 0:10:32  lr: 0.000010  loss: 15.0198 (15.4822)  loss_bbox: 0.1395 (0.1497)  loss_bbox_aux_0: 0.1493 (0.1623)  loss_bbox_aux_1: 0.1334 (0.1544)  loss_bbox_aux_2: 0.1345 (0.1518)  loss_bbox_aux_3: 0.1387 (0.1504)  loss_bbox_aux_4: 0.1418 (0.1498)  loss_bbox_aux_5: 0.1751 (0.1975)  loss_bbox_dn_0: 0.2233 (0.2588)  loss_bbox_dn_1: 0.1635 (0.1888)  loss_bbox_dn_2: 0.1444 (0.1684)  loss_bbox_dn_3: 0.1408 (0.1625)  loss_bbox_dn_4: 0.1393 (0.1611)  loss_bbox_dn_5: 0.1393 (0.1611)  loss_giou: 0.4463 (0.4663)  loss_giou_aux_0: 0.4714 (0.4890)  loss_giou_aux_1: 0.4476 (0.4757)  loss_giou_aux_2: 0.4507 (0.4704)  loss_giou_aux_3: 0.4533 (0.4676)  loss_giou_aux_4: 0.4484 (0.4664)  loss_giou_aux_5: 0.5172 (0.5513)  loss_giou_dn_0: 0.5434 (0.5672)  loss_giou_dn_1: 0.4372 (0.4592)  loss_giou_dn_2: 0.4104 (0.4282)  loss_giou_dn_3: 0.4053 (0.4198)  loss_giou_dn_4: 0.4030 (0.4178)  loss_giou_dn_5: 0.4033 (0.4179)  loss_vfl: 0.6402 (0.6598)  loss_vfl_aux_0: 0.7595 (0.7595)  loss_vfl_aux_1: 0.7222 (0.7144)  loss_vfl_aux_2: 0.6723 (0.6873)  loss_vfl_aux_3: 0.6530 (0.6721)  loss_vfl_aux_4: 0.6449 (0.6637)  loss_vfl_aux_5: 0.7453 (0.7457)  loss_vfl_dn_0: 0.4553 (0.4476)  loss_vfl_dn_1: 0.3797 (0.3820)  loss_vfl_dn_2: 0.3686 (0.3660)  loss_vfl_dn_3: 0.3603 (0.3588)  loss_vfl_dn_4: 0.3593 (0.3562)  loss_vfl_dn_5: 0.3577 (0.3555)  time: 0.4836  data: 0.0143  max mem: 5654
Epoch: [55]  [6200/7393]  eta: 0:09:43  lr: 0.000010  loss: 14.9481 (15.4819)  loss_bbox: 0.1302 (0.1497)  loss_bbox_aux_0: 0.1473 (0.1622)  loss_bbox_aux_1: 0.1312 (0.1544)  loss_bbox_aux_2: 0.1340 (0.1518)  loss_bbox_aux_3: 0.1273 (0.1504)  loss_bbox_aux_4: 0.1268 (0.1498)  loss_bbox_aux_5: 0.1730 (0.1974)  loss_bbox_dn_0: 0.2173 (0.2586)  loss_bbox_dn_1: 0.1660 (0.1887)  loss_bbox_dn_2: 0.1442 (0.1683)  loss_bbox_dn_3: 0.1419 (0.1624)  loss_bbox_dn_4: 0.1414 (0.1610)  loss_bbox_dn_5: 0.1414 (0.1610)  loss_giou: 0.4500 (0.4663)  loss_giou_aux_0: 0.4771 (0.4890)  loss_giou_aux_1: 0.4519 (0.4758)  loss_giou_aux_2: 0.4526 (0.4705)  loss_giou_aux_3: 0.4567 (0.4677)  loss_giou_aux_4: 0.4482 (0.4665)  loss_giou_aux_5: 0.5454 (0.5513)  loss_giou_dn_0: 0.5533 (0.5672)  loss_giou_dn_1: 0.4477 (0.4592)  loss_giou_dn_2: 0.4117 (0.4282)  loss_giou_dn_3: 0.4044 (0.4199)  loss_giou_dn_4: 0.4025 (0.4178)  loss_giou_dn_5: 0.4029 (0.4180)  loss_vfl: 0.6384 (0.6598)  loss_vfl_aux_0: 0.7473 (0.7596)  loss_vfl_aux_1: 0.6879 (0.7145)  loss_vfl_aux_2: 0.6682 (0.6874)  loss_vfl_aux_3: 0.6409 (0.6721)  loss_vfl_aux_4: 0.6298 (0.6637)  loss_vfl_aux_5: 0.7161 (0.7458)  loss_vfl_dn_0: 0.4396 (0.4476)  loss_vfl_dn_1: 0.3741 (0.3819)  loss_vfl_dn_2: 0.3608 (0.3660)  loss_vfl_dn_3: 0.3561 (0.3588)  loss_vfl_dn_4: 0.3531 (0.3562)  loss_vfl_dn_5: 0.3526 (0.3555)  time: 0.4710  data: 0.0144  max mem: 5654
Epoch: [55]  [6300/7393]  eta: 0:08:54  lr: 0.000010  loss: 15.4520 (15.4832)  loss_bbox: 0.1497 (0.1497)  loss_bbox_aux_0: 0.1557 (0.1622)  loss_bbox_aux_1: 0.1492 (0.1544)  loss_bbox_aux_2: 0.1394 (0.1518)  loss_bbox_aux_3: 0.1483 (0.1503)  loss_bbox_aux_4: 0.1497 (0.1497)  loss_bbox_aux_5: 0.1849 (0.1974)  loss_bbox_dn_0: 0.2405 (0.2585)  loss_bbox_dn_1: 0.1687 (0.1887)  loss_bbox_dn_2: 0.1493 (0.1683)  loss_bbox_dn_3: 0.1447 (0.1624)  loss_bbox_dn_4: 0.1410 (0.1610)  loss_bbox_dn_5: 0.1410 (0.1610)  loss_giou: 0.4275 (0.4665)  loss_giou_aux_0: 0.4625 (0.4891)  loss_giou_aux_1: 0.4503 (0.4759)  loss_giou_aux_2: 0.4351 (0.4706)  loss_giou_aux_3: 0.4312 (0.4679)  loss_giou_aux_4: 0.4323 (0.4666)  loss_giou_aux_5: 0.5238 (0.5515)  loss_giou_dn_0: 0.5548 (0.5672)  loss_giou_dn_1: 0.4429 (0.4592)  loss_giou_dn_2: 0.4080 (0.4282)  loss_giou_dn_3: 0.3990 (0.4200)  loss_giou_dn_4: 0.3976 (0.4179)  loss_giou_dn_5: 0.3977 (0.4181)  loss_vfl: 0.6684 (0.6599)  loss_vfl_aux_0: 0.7742 (0.7596)  loss_vfl_aux_1: 0.7270 (0.7146)  loss_vfl_aux_2: 0.7077 (0.6875)  loss_vfl_aux_3: 0.6769 (0.6721)  loss_vfl_aux_4: 0.6742 (0.6637)  loss_vfl_aux_5: 0.7553 (0.7458)  loss_vfl_dn_0: 0.4383 (0.4476)  loss_vfl_dn_1: 0.3869 (0.3820)  loss_vfl_dn_2: 0.3695 (0.3661)  loss_vfl_dn_3: 0.3634 (0.3588)  loss_vfl_dn_4: 0.3577 (0.3563)  loss_vfl_dn_5: 0.3575 (0.3555)  time: 0.4701  data: 0.0140  max mem: 5654
Epoch: [55]  [6400/7393]  eta: 0:08:05  lr: 0.000010  loss: 15.6098 (15.4855)  loss_bbox: 0.1524 (0.1498)  loss_bbox_aux_0: 0.1667 (0.1623)  loss_bbox_aux_1: 0.1535 (0.1544)  loss_bbox_aux_2: 0.1517 (0.1519)  loss_bbox_aux_3: 0.1536 (0.1505)  loss_bbox_aux_4: 0.1530 (0.1498)  loss_bbox_aux_5: 0.1924 (0.1975)  loss_bbox_dn_0: 0.2407 (0.2586)  loss_bbox_dn_1: 0.1804 (0.1887)  loss_bbox_dn_2: 0.1577 (0.1683)  loss_bbox_dn_3: 0.1530 (0.1624)  loss_bbox_dn_4: 0.1516 (0.1611)  loss_bbox_dn_5: 0.1516 (0.1611)  loss_giou: 0.4698 (0.4667)  loss_giou_aux_0: 0.4885 (0.4893)  loss_giou_aux_1: 0.4672 (0.4760)  loss_giou_aux_2: 0.4651 (0.4708)  loss_giou_aux_3: 0.4837 (0.4680)  loss_giou_aux_4: 0.4627 (0.4668)  loss_giou_aux_5: 0.5429 (0.5517)  loss_giou_dn_0: 0.5564 (0.5673)  loss_giou_dn_1: 0.4527 (0.4593)  loss_giou_dn_2: 0.4321 (0.4283)  loss_giou_dn_3: 0.4257 (0.4200)  loss_giou_dn_4: 0.4225 (0.4179)  loss_giou_dn_5: 0.4225 (0.4181)  loss_vfl: 0.6279 (0.6598)  loss_vfl_aux_0: 0.7274 (0.7596)  loss_vfl_aux_1: 0.6917 (0.7145)  loss_vfl_aux_2: 0.6455 (0.6875)  loss_vfl_aux_3: 0.6306 (0.6720)  loss_vfl_aux_4: 0.6263 (0.6636)  loss_vfl_aux_5: 0.6977 (0.7456)  loss_vfl_dn_0: 0.4470 (0.4476)  loss_vfl_dn_1: 0.3836 (0.3820)  loss_vfl_dn_2: 0.3680 (0.3661)  loss_vfl_dn_3: 0.3602 (0.3588)  loss_vfl_dn_4: 0.3565 (0.3563)  loss_vfl_dn_5: 0.3559 (0.3555)  time: 0.4823  data: 0.0142  max mem: 5654
Epoch: [55]  [6500/7393]  eta: 0:07:16  lr: 0.000010  loss: 15.8960 (15.4868)  loss_bbox: 0.1524 (0.1498)  loss_bbox_aux_0: 0.1748 (0.1624)  loss_bbox_aux_1: 0.1595 (0.1545)  loss_bbox_aux_2: 0.1504 (0.1519)  loss_bbox_aux_3: 0.1484 (0.1505)  loss_bbox_aux_4: 0.1532 (0.1499)  loss_bbox_aux_5: 0.2017 (0.1975)  loss_bbox_dn_0: 0.2532 (0.2586)  loss_bbox_dn_1: 0.1791 (0.1888)  loss_bbox_dn_2: 0.1557 (0.1684)  loss_bbox_dn_3: 0.1516 (0.1625)  loss_bbox_dn_4: 0.1524 (0.1611)  loss_bbox_dn_5: 0.1524 (0.1611)  loss_giou: 0.4655 (0.4666)  loss_giou_aux_0: 0.4992 (0.4893)  loss_giou_aux_1: 0.4831 (0.4760)  loss_giou_aux_2: 0.4774 (0.4708)  loss_giou_aux_3: 0.4666 (0.4680)  loss_giou_aux_4: 0.4646 (0.4668)  loss_giou_aux_5: 0.5633 (0.5516)  loss_giou_dn_0: 0.6060 (0.5674)  loss_giou_dn_1: 0.4921 (0.4594)  loss_giou_dn_2: 0.4599 (0.4284)  loss_giou_dn_3: 0.4514 (0.4201)  loss_giou_dn_4: 0.4460 (0.4180)  loss_giou_dn_5: 0.4458 (0.4182)  loss_vfl: 0.6469 (0.6599)  loss_vfl_aux_0: 0.7475 (0.7596)  loss_vfl_aux_1: 0.6848 (0.7145)  loss_vfl_aux_2: 0.6676 (0.6875)  loss_vfl_aux_3: 0.6640 (0.6720)  loss_vfl_aux_4: 0.6534 (0.6637)  loss_vfl_aux_5: 0.7292 (0.7456)  loss_vfl_dn_0: 0.4489 (0.4476)  loss_vfl_dn_1: 0.3880 (0.3820)  loss_vfl_dn_2: 0.3784 (0.3661)  loss_vfl_dn_3: 0.3714 (0.3588)  loss_vfl_dn_4: 0.3677 (0.3563)  loss_vfl_dn_5: 0.3664 (0.3555)  time: 0.4909  data: 0.0140  max mem: 5654
Epoch: [55]  [6600/7393]  eta: 0:06:28  lr: 0.000010  loss: 15.6621 (15.4904)  loss_bbox: 0.1556 (0.1499)  loss_bbox_aux_0: 0.1635 (0.1624)  loss_bbox_aux_1: 0.1604 (0.1545)  loss_bbox_aux_2: 0.1511 (0.1519)  loss_bbox_aux_3: 0.1499 (0.1505)  loss_bbox_aux_4: 0.1563 (0.1499)  loss_bbox_aux_5: 0.1962 (0.1975)  loss_bbox_dn_0: 0.2441 (0.2586)  loss_bbox_dn_1: 0.1862 (0.1887)  loss_bbox_dn_2: 0.1681 (0.1684)  loss_bbox_dn_3: 0.1630 (0.1625)  loss_bbox_dn_4: 0.1592 (0.1611)  loss_bbox_dn_5: 0.1592 (0.1611)  loss_giou: 0.4889 (0.4669)  loss_giou_aux_0: 0.5185 (0.4896)  loss_giou_aux_1: 0.4984 (0.4763)  loss_giou_aux_2: 0.4945 (0.4710)  loss_giou_aux_3: 0.4928 (0.4683)  loss_giou_aux_4: 0.4923 (0.4670)  loss_giou_aux_5: 0.5373 (0.5519)  loss_giou_dn_0: 0.5718 (0.5675)  loss_giou_dn_1: 0.4656 (0.4595)  loss_giou_dn_2: 0.4243 (0.4285)  loss_giou_dn_3: 0.4183 (0.4202)  loss_giou_dn_4: 0.4169 (0.4181)  loss_giou_dn_5: 0.4172 (0.4183)  loss_vfl: 0.6631 (0.6600)  loss_vfl_aux_0: 0.7605 (0.7596)  loss_vfl_aux_1: 0.7182 (0.7146)  loss_vfl_aux_2: 0.6953 (0.6877)  loss_vfl_aux_3: 0.6804 (0.6722)  loss_vfl_aux_4: 0.6683 (0.6638)  loss_vfl_aux_5: 0.7352 (0.7457)  loss_vfl_dn_0: 0.4514 (0.4476)  loss_vfl_dn_1: 0.3862 (0.3821)  loss_vfl_dn_2: 0.3728 (0.3662)  loss_vfl_dn_3: 0.3622 (0.3589)  loss_vfl_dn_4: 0.3601 (0.3563)  loss_vfl_dn_5: 0.3601 (0.3556)  time: 0.4899  data: 0.0138  max mem: 5654
Epoch: [55]  [6700/7393]  eta: 0:05:39  lr: 0.000010  loss: 15.0379 (15.4898)  loss_bbox: 0.1520 (0.1499)  loss_bbox_aux_0: 0.1574 (0.1624)  loss_bbox_aux_1: 0.1499 (0.1546)  loss_bbox_aux_2: 0.1520 (0.1519)  loss_bbox_aux_3: 0.1518 (0.1505)  loss_bbox_aux_4: 0.1520 (0.1499)  loss_bbox_aux_5: 0.2050 (0.1976)  loss_bbox_dn_0: 0.2769 (0.2586)  loss_bbox_dn_1: 0.2037 (0.1888)  loss_bbox_dn_2: 0.1748 (0.1684)  loss_bbox_dn_3: 0.1667 (0.1625)  loss_bbox_dn_4: 0.1683 (0.1611)  loss_bbox_dn_5: 0.1683 (0.1611)  loss_giou: 0.4109 (0.4668)  loss_giou_aux_0: 0.4521 (0.4895)  loss_giou_aux_1: 0.4119 (0.4762)  loss_giou_aux_2: 0.4121 (0.4709)  loss_giou_aux_3: 0.4091 (0.4682)  loss_giou_aux_4: 0.4084 (0.4669)  loss_giou_aux_5: 0.4950 (0.5518)  loss_giou_dn_0: 0.5486 (0.5674)  loss_giou_dn_1: 0.4439 (0.4595)  loss_giou_dn_2: 0.4022 (0.4284)  loss_giou_dn_3: 0.3912 (0.4201)  loss_giou_dn_4: 0.3893 (0.4181)  loss_giou_dn_5: 0.3893 (0.4182)  loss_vfl: 0.6525 (0.6600)  loss_vfl_aux_0: 0.7650 (0.7596)  loss_vfl_aux_1: 0.7151 (0.7146)  loss_vfl_aux_2: 0.6928 (0.6877)  loss_vfl_aux_3: 0.6850 (0.6722)  loss_vfl_aux_4: 0.6620 (0.6639)  loss_vfl_aux_5: 0.7459 (0.7457)  loss_vfl_dn_0: 0.4492 (0.4477)  loss_vfl_dn_1: 0.3767 (0.3821)  loss_vfl_dn_2: 0.3591 (0.3662)  loss_vfl_dn_3: 0.3541 (0.3589)  loss_vfl_dn_4: 0.3528 (0.3564)  loss_vfl_dn_5: 0.3528 (0.3556)  time: 0.4650  data: 0.0136  max mem: 5654
Epoch: [55]  [6800/7393]  eta: 0:04:50  lr: 0.000010  loss: 15.8103 (15.4885)  loss_bbox: 0.1429 (0.1499)  loss_bbox_aux_0: 0.1536 (0.1624)  loss_bbox_aux_1: 0.1431 (0.1545)  loss_bbox_aux_2: 0.1427 (0.1519)  loss_bbox_aux_3: 0.1434 (0.1505)  loss_bbox_aux_4: 0.1430 (0.1499)  loss_bbox_aux_5: 0.1875 (0.1975)  loss_bbox_dn_0: 0.2272 (0.2585)  loss_bbox_dn_1: 0.1503 (0.1887)  loss_bbox_dn_2: 0.1308 (0.1683)  loss_bbox_dn_3: 0.1272 (0.1624)  loss_bbox_dn_4: 0.1263 (0.1610)  loss_bbox_dn_5: 0.1263 (0.1610)  loss_giou: 0.4820 (0.4669)  loss_giou_aux_0: 0.5243 (0.4896)  loss_giou_aux_1: 0.4952 (0.4762)  loss_giou_aux_2: 0.4946 (0.4709)  loss_giou_aux_3: 0.4915 (0.4682)  loss_giou_aux_4: 0.4806 (0.4670)  loss_giou_aux_5: 0.5723 (0.5519)  loss_giou_dn_0: 0.6021 (0.5675)  loss_giou_dn_1: 0.4806 (0.4595)  loss_giou_dn_2: 0.4538 (0.4285)  loss_giou_dn_3: 0.4455 (0.4202)  loss_giou_dn_4: 0.4423 (0.4181)  loss_giou_dn_5: 0.4426 (0.4183)  loss_vfl: 0.6381 (0.6599)  loss_vfl_aux_0: 0.7306 (0.7594)  loss_vfl_aux_1: 0.6883 (0.7145)  loss_vfl_aux_2: 0.6738 (0.6876)  loss_vfl_aux_3: 0.6669 (0.6722)  loss_vfl_aux_4: 0.6498 (0.6638)  loss_vfl_aux_5: 0.7194 (0.7454)  loss_vfl_dn_0: 0.4396 (0.4476)  loss_vfl_dn_1: 0.3890 (0.3821)  loss_vfl_dn_2: 0.3758 (0.3662)  loss_vfl_dn_3: 0.3673 (0.3589)  loss_vfl_dn_4: 0.3630 (0.3564)  loss_vfl_dn_5: 0.3626 (0.3556)  time: 0.7572  data: 0.0140  max mem: 5654
Epoch: [55]  [6900/7393]  eta: 0:04:01  lr: 0.000010  loss: 15.5560 (15.4888)  loss_bbox: 0.1437 (0.1499)  loss_bbox_aux_0: 0.1632 (0.1624)  loss_bbox_aux_1: 0.1531 (0.1546)  loss_bbox_aux_2: 0.1551 (0.1520)  loss_bbox_aux_3: 0.1408 (0.1505)  loss_bbox_aux_4: 0.1423 (0.1499)  loss_bbox_aux_5: 0.1979 (0.1976)  loss_bbox_dn_0: 0.2582 (0.2586)  loss_bbox_dn_1: 0.1873 (0.1887)  loss_bbox_dn_2: 0.1709 (0.1684)  loss_bbox_dn_3: 0.1656 (0.1624)  loss_bbox_dn_4: 0.1641 (0.1611)  loss_bbox_dn_5: 0.1641 (0.1611)  loss_giou: 0.4702 (0.4667)  loss_giou_aux_0: 0.4982 (0.4894)  loss_giou_aux_1: 0.4721 (0.4761)  loss_giou_aux_2: 0.4710 (0.4708)  loss_giou_aux_3: 0.4767 (0.4681)  loss_giou_aux_4: 0.4702 (0.4668)  loss_giou_aux_5: 0.5778 (0.5517)  loss_giou_dn_0: 0.5796 (0.5674)  loss_giou_dn_1: 0.4667 (0.4595)  loss_giou_dn_2: 0.4393 (0.4285)  loss_giou_dn_3: 0.4275 (0.4202)  loss_giou_dn_4: 0.4241 (0.4181)  loss_giou_dn_5: 0.4242 (0.4182)  loss_vfl: 0.6825 (0.6600)  loss_vfl_aux_0: 0.7678 (0.7595)  loss_vfl_aux_1: 0.7292 (0.7146)  loss_vfl_aux_2: 0.7042 (0.6876)  loss_vfl_aux_3: 0.6881 (0.6723)  loss_vfl_aux_4: 0.6860 (0.6639)  loss_vfl_aux_5: 0.7347 (0.7454)  loss_vfl_dn_0: 0.4476 (0.4476)  loss_vfl_dn_1: 0.3801 (0.3821)  loss_vfl_dn_2: 0.3626 (0.3662)  loss_vfl_dn_3: 0.3556 (0.3589)  loss_vfl_dn_4: 0.3535 (0.3564)  loss_vfl_dn_5: 0.3528 (0.3556)  time: 0.4795  data: 0.0137  max mem: 5654
Epoch: [55]  [7000/7393]  eta: 0:03:12  lr: 0.000010  loss: 15.9170 (15.4889)  loss_bbox: 0.1353 (0.1500)  loss_bbox_aux_0: 0.1526 (0.1625)  loss_bbox_aux_1: 0.1484 (0.1546)  loss_bbox_aux_2: 0.1389 (0.1520)  loss_bbox_aux_3: 0.1364 (0.1506)  loss_bbox_aux_4: 0.1353 (0.1500)  loss_bbox_aux_5: 0.1945 (0.1977)  loss_bbox_dn_0: 0.2291 (0.2587)  loss_bbox_dn_1: 0.1699 (0.1888)  loss_bbox_dn_2: 0.1608 (0.1684)  loss_bbox_dn_3: 0.1570 (0.1625)  loss_bbox_dn_4: 0.1565 (0.1611)  loss_bbox_dn_5: 0.1564 (0.1611)  loss_giou: 0.4766 (0.4666)  loss_giou_aux_0: 0.5112 (0.4894)  loss_giou_aux_1: 0.4963 (0.4760)  loss_giou_aux_2: 0.4845 (0.4707)  loss_giou_aux_3: 0.4709 (0.4679)  loss_giou_aux_4: 0.4758 (0.4667)  loss_giou_aux_5: 0.5784 (0.5516)  loss_giou_dn_0: 0.5904 (0.5675)  loss_giou_dn_1: 0.4909 (0.4595)  loss_giou_dn_2: 0.4610 (0.4285)  loss_giou_dn_3: 0.4513 (0.4202)  loss_giou_dn_4: 0.4471 (0.4181)  loss_giou_dn_5: 0.4472 (0.4183)  loss_vfl: 0.6477 (0.6600)  loss_vfl_aux_0: 0.7418 (0.7594)  loss_vfl_aux_1: 0.6815 (0.7145)  loss_vfl_aux_2: 0.6672 (0.6876)  loss_vfl_aux_3: 0.6702 (0.6723)  loss_vfl_aux_4: 0.6521 (0.6639)  loss_vfl_aux_5: 0.6992 (0.7454)  loss_vfl_dn_0: 0.4402 (0.4476)  loss_vfl_dn_1: 0.3789 (0.3821)  loss_vfl_dn_2: 0.3663 (0.3662)  loss_vfl_dn_3: 0.3622 (0.3589)  loss_vfl_dn_4: 0.3626 (0.3564)  loss_vfl_dn_5: 0.3621 (0.3556)  time: 0.4771  data: 0.0141  max mem: 5654
Epoch: [55]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 14.9595 (15.4850)  loss_bbox: 0.1368 (0.1500)  loss_bbox_aux_0: 0.1531 (0.1625)  loss_bbox_aux_1: 0.1389 (0.1546)  loss_bbox_aux_2: 0.1356 (0.1520)  loss_bbox_aux_3: 0.1362 (0.1506)  loss_bbox_aux_4: 0.1354 (0.1500)  loss_bbox_aux_5: 0.1856 (0.1976)  loss_bbox_dn_0: 0.2528 (0.2586)  loss_bbox_dn_1: 0.1890 (0.1888)  loss_bbox_dn_2: 0.1636 (0.1684)  loss_bbox_dn_3: 0.1602 (0.1625)  loss_bbox_dn_4: 0.1559 (0.1611)  loss_bbox_dn_5: 0.1560 (0.1611)  loss_giou: 0.4237 (0.4663)  loss_giou_aux_0: 0.4619 (0.4890)  loss_giou_aux_1: 0.4361 (0.4757)  loss_giou_aux_2: 0.4387 (0.4704)  loss_giou_aux_3: 0.4272 (0.4676)  loss_giou_aux_4: 0.4147 (0.4664)  loss_giou_aux_5: 0.5112 (0.5512)  loss_giou_dn_0: 0.5674 (0.5672)  loss_giou_dn_1: 0.4572 (0.4593)  loss_giou_dn_2: 0.4267 (0.4282)  loss_giou_dn_3: 0.4182 (0.4199)  loss_giou_dn_4: 0.4153 (0.4178)  loss_giou_dn_5: 0.4153 (0.4180)  loss_vfl: 0.6299 (0.6600)  loss_vfl_aux_0: 0.7245 (0.7595)  loss_vfl_aux_1: 0.6854 (0.7146)  loss_vfl_aux_2: 0.6640 (0.6876)  loss_vfl_aux_3: 0.6618 (0.6723)  loss_vfl_aux_4: 0.6296 (0.6639)  loss_vfl_aux_5: 0.7282 (0.7454)  loss_vfl_dn_0: 0.4484 (0.4476)  loss_vfl_dn_1: 0.3789 (0.3821)  loss_vfl_dn_2: 0.3653 (0.3662)  loss_vfl_dn_3: 0.3563 (0.3589)  loss_vfl_dn_4: 0.3551 (0.3563)  loss_vfl_dn_5: 0.3566 (0.3556)  time: 0.4785  data: 0.0141  max mem: 5654
Epoch: [55]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.6375 (15.4878)  loss_bbox: 0.1624 (0.1500)  loss_bbox_aux_0: 0.1616 (0.1625)  loss_bbox_aux_1: 0.1668 (0.1547)  loss_bbox_aux_2: 0.1634 (0.1521)  loss_bbox_aux_3: 0.1640 (0.1506)  loss_bbox_aux_4: 0.1635 (0.1500)  loss_bbox_aux_5: 0.2048 (0.1976)  loss_bbox_dn_0: 0.2660 (0.2586)  loss_bbox_dn_1: 0.1903 (0.1888)  loss_bbox_dn_2: 0.1724 (0.1685)  loss_bbox_dn_3: 0.1697 (0.1626)  loss_bbox_dn_4: 0.1688 (0.1612)  loss_bbox_dn_5: 0.1689 (0.1612)  loss_giou: 0.4708 (0.4664)  loss_giou_aux_0: 0.4981 (0.4891)  loss_giou_aux_1: 0.4917 (0.4758)  loss_giou_aux_2: 0.4680 (0.4706)  loss_giou_aux_3: 0.4704 (0.4677)  loss_giou_aux_4: 0.4763 (0.4665)  loss_giou_aux_5: 0.5648 (0.5513)  loss_giou_dn_0: 0.5820 (0.5673)  loss_giou_dn_1: 0.4786 (0.4594)  loss_giou_dn_2: 0.4455 (0.4284)  loss_giou_dn_3: 0.4380 (0.4201)  loss_giou_dn_4: 0.4352 (0.4180)  loss_giou_dn_5: 0.4356 (0.4181)  loss_vfl: 0.6546 (0.6602)  loss_vfl_aux_0: 0.7408 (0.7596)  loss_vfl_aux_1: 0.6898 (0.7146)  loss_vfl_aux_2: 0.6633 (0.6876)  loss_vfl_aux_3: 0.6598 (0.6725)  loss_vfl_aux_4: 0.6544 (0.6641)  loss_vfl_aux_5: 0.7302 (0.7454)  loss_vfl_dn_0: 0.4484 (0.4476)  loss_vfl_dn_1: 0.3843 (0.3821)  loss_vfl_dn_2: 0.3690 (0.3662)  loss_vfl_dn_3: 0.3638 (0.3589)  loss_vfl_dn_4: 0.3618 (0.3564)  loss_vfl_dn_5: 0.3615 (0.3556)  time: 0.4654  data: 0.0141  max mem: 5654
Epoch: [55]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.8290 (15.4899)  loss_bbox: 0.1472 (0.1500)  loss_bbox_aux_0: 0.1691 (0.1626)  loss_bbox_aux_1: 0.1560 (0.1547)  loss_bbox_aux_2: 0.1562 (0.1521)  loss_bbox_aux_3: 0.1496 (0.1507)  loss_bbox_aux_4: 0.1534 (0.1500)  loss_bbox_aux_5: 0.2082 (0.1976)  loss_bbox_dn_0: 0.2805 (0.2587)  loss_bbox_dn_1: 0.2087 (0.1889)  loss_bbox_dn_2: 0.1755 (0.1685)  loss_bbox_dn_3: 0.1689 (0.1626)  loss_bbox_dn_4: 0.1695 (0.1612)  loss_bbox_dn_5: 0.1696 (0.1612)  loss_giou: 0.4114 (0.4664)  loss_giou_aux_0: 0.4470 (0.4892)  loss_giou_aux_1: 0.4222 (0.4759)  loss_giou_aux_2: 0.4102 (0.4706)  loss_giou_aux_3: 0.4075 (0.4678)  loss_giou_aux_4: 0.4002 (0.4666)  loss_giou_aux_5: 0.5009 (0.5514)  loss_giou_dn_0: 0.5774 (0.5674)  loss_giou_dn_1: 0.4551 (0.4595)  loss_giou_dn_2: 0.4127 (0.4284)  loss_giou_dn_3: 0.4055 (0.4201)  loss_giou_dn_4: 0.4027 (0.4180)  loss_giou_dn_5: 0.4028 (0.4182)  loss_vfl: 0.6757 (0.6602)  loss_vfl_aux_0: 0.7576 (0.7596)  loss_vfl_aux_1: 0.7316 (0.7147)  loss_vfl_aux_2: 0.7004 (0.6877)  loss_vfl_aux_3: 0.6854 (0.6725)  loss_vfl_aux_4: 0.6753 (0.6641)  loss_vfl_aux_5: 0.7326 (0.7454)  loss_vfl_dn_0: 0.4502 (0.4477)  loss_vfl_dn_1: 0.3818 (0.3821)  loss_vfl_dn_2: 0.3658 (0.3662)  loss_vfl_dn_3: 0.3610 (0.3589)  loss_vfl_dn_4: 0.3570 (0.3564)  loss_vfl_dn_5: 0.3575 (0.3556)  time: 0.4809  data: 0.0137  max mem: 5654
Epoch: [55]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.0784 (15.4876)  loss_bbox: 0.1417 (0.1500)  loss_bbox_aux_0: 0.1563 (0.1625)  loss_bbox_aux_1: 0.1469 (0.1547)  loss_bbox_aux_2: 0.1435 (0.1521)  loss_bbox_aux_3: 0.1393 (0.1506)  loss_bbox_aux_4: 0.1404 (0.1500)  loss_bbox_aux_5: 0.1917 (0.1976)  loss_bbox_dn_0: 0.2425 (0.2587)  loss_bbox_dn_1: 0.1811 (0.1889)  loss_bbox_dn_2: 0.1585 (0.1685)  loss_bbox_dn_3: 0.1507 (0.1626)  loss_bbox_dn_4: 0.1502 (0.1612)  loss_bbox_dn_5: 0.1501 (0.1612)  loss_giou: 0.4440 (0.4664)  loss_giou_aux_0: 0.4555 (0.4892)  loss_giou_aux_1: 0.4388 (0.4758)  loss_giou_aux_2: 0.4581 (0.4706)  loss_giou_aux_3: 0.4388 (0.4678)  loss_giou_aux_4: 0.4282 (0.4665)  loss_giou_aux_5: 0.5053 (0.5513)  loss_giou_dn_0: 0.5431 (0.5673)  loss_giou_dn_1: 0.4236 (0.4594)  loss_giou_dn_2: 0.3944 (0.4283)  loss_giou_dn_3: 0.3833 (0.4200)  loss_giou_dn_4: 0.3815 (0.4179)  loss_giou_dn_5: 0.3815 (0.4181)  loss_vfl: 0.6415 (0.6602)  loss_vfl_aux_0: 0.7437 (0.7594)  loss_vfl_aux_1: 0.6980 (0.7147)  loss_vfl_aux_2: 0.6798 (0.6876)  loss_vfl_aux_3: 0.6624 (0.6724)  loss_vfl_aux_4: 0.6487 (0.6641)  loss_vfl_aux_5: 0.7236 (0.7453)  loss_vfl_dn_0: 0.4434 (0.4476)  loss_vfl_dn_1: 0.3707 (0.3821)  loss_vfl_dn_2: 0.3529 (0.3662)  loss_vfl_dn_3: 0.3467 (0.3589)  loss_vfl_dn_4: 0.3457 (0.3564)  loss_vfl_dn_5: 0.3445 (0.3556)  time: 0.4819  data: 0.0138  max mem: 5654
Epoch: [55] Total time: 1:00:16 (0.4892 s / it)
Averaged stats: lr: 0.000010  loss: 15.0784 (15.4876)  loss_bbox: 0.1417 (0.1500)  loss_bbox_aux_0: 0.1563 (0.1625)  loss_bbox_aux_1: 0.1469 (0.1547)  loss_bbox_aux_2: 0.1435 (0.1521)  loss_bbox_aux_3: 0.1393 (0.1506)  loss_bbox_aux_4: 0.1404 (0.1500)  loss_bbox_aux_5: 0.1917 (0.1976)  loss_bbox_dn_0: 0.2425 (0.2587)  loss_bbox_dn_1: 0.1811 (0.1889)  loss_bbox_dn_2: 0.1585 (0.1685)  loss_bbox_dn_3: 0.1507 (0.1626)  loss_bbox_dn_4: 0.1502 (0.1612)  loss_bbox_dn_5: 0.1501 (0.1612)  loss_giou: 0.4440 (0.4664)  loss_giou_aux_0: 0.4555 (0.4892)  loss_giou_aux_1: 0.4388 (0.4758)  loss_giou_aux_2: 0.4581 (0.4706)  loss_giou_aux_3: 0.4388 (0.4678)  loss_giou_aux_4: 0.4282 (0.4665)  loss_giou_aux_5: 0.5053 (0.5513)  loss_giou_dn_0: 0.5431 (0.5673)  loss_giou_dn_1: 0.4236 (0.4594)  loss_giou_dn_2: 0.3944 (0.4283)  loss_giou_dn_3: 0.3833 (0.4200)  loss_giou_dn_4: 0.3815 (0.4179)  loss_giou_dn_5: 0.3815 (0.4181)  loss_vfl: 0.6415 (0.6602)  loss_vfl_aux_0: 0.7437 (0.7594)  loss_vfl_aux_1: 0.6980 (0.7147)  loss_vfl_aux_2: 0.6798 (0.6876)  loss_vfl_aux_3: 0.6624 (0.6724)  loss_vfl_aux_4: 0.6487 (0.6641)  loss_vfl_aux_5: 0.7236 (0.7453)  loss_vfl_dn_0: 0.4434 (0.4476)  loss_vfl_dn_1: 0.3707 (0.3821)  loss_vfl_dn_2: 0.3529 (0.3662)  loss_vfl_dn_3: 0.3467 (0.3589)  loss_vfl_dn_4: 0.3457 (0.3564)  loss_vfl_dn_5: 0.3445 (0.3556)
Test:  [  0/157]  eta: 0:04:17    time: 1.6404  data: 1.2274  max mem: 5654
Test:  [ 10/157]  eta: 0:02:47    time: 1.1388  data: 0.1346  max mem: 5654
Test:  [ 20/157]  eta: 0:01:47    time: 0.7388  data: 0.0254  max mem: 5654
Test:  [ 30/157]  eta: 0:01:23    time: 0.3889  data: 0.0269  max mem: 5654
Test:  [ 40/157]  eta: 0:01:09    time: 0.3889  data: 0.0269  max mem: 5654
Test:  [ 50/157]  eta: 0:00:59    time: 0.3951  data: 0.0260  max mem: 5654
Test:  [ 60/157]  eta: 0:00:51    time: 0.4023  data: 0.0263  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.3996  data: 0.0262  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.4008  data: 0.0266  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.4040  data: 0.0272  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3926  data: 0.0269  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3916  data: 0.0262  max mem: 5654
Test:  [120/157]  eta: 0:00:18    time: 0.6865  data: 0.0261  max mem: 5654
Test:  [130/157]  eta: 0:00:13    time: 0.6852  data: 0.0262  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.3886  data: 0.0260  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3751  data: 0.0269  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3643  data: 0.0261  max mem: 5654
Test: Total time: 0:01:15 (0.4833 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=34.02s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.531
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.710
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.574
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.352
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.706
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.392
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.656
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.723
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.555
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.772
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
best_stat:  {'epoch': 55, 'coco_eval_bbox': 0.5308058637257101}
Epoch: [56]  [   0/7393]  eta: 11:20:13  lr: 0.000010  loss: 14.9722 (14.9722)  loss_bbox: 0.1519 (0.1519)  loss_bbox_aux_0: 0.1596 (0.1596)  loss_bbox_aux_1: 0.1520 (0.1520)  loss_bbox_aux_2: 0.1452 (0.1452)  loss_bbox_aux_3: 0.1550 (0.1550)  loss_bbox_aux_4: 0.1510 (0.1510)  loss_bbox_aux_5: 0.2376 (0.2376)  loss_bbox_dn_0: 0.3450 (0.3450)  loss_bbox_dn_1: 0.2462 (0.2462)  loss_bbox_dn_2: 0.2111 (0.2111)  loss_bbox_dn_3: 0.2078 (0.2078)  loss_bbox_dn_4: 0.2069 (0.2069)  loss_bbox_dn_5: 0.2070 (0.2070)  loss_giou: 0.3553 (0.3553)  loss_giou_aux_0: 0.3924 (0.3924)  loss_giou_aux_1: 0.3618 (0.3618)  loss_giou_aux_2: 0.3828 (0.3828)  loss_giou_aux_3: 0.3620 (0.3620)  loss_giou_aux_4: 0.3522 (0.3522)  loss_giou_aux_5: 0.4552 (0.4552)  loss_giou_dn_0: 0.5190 (0.5190)  loss_giou_dn_1: 0.4248 (0.4248)  loss_giou_dn_2: 0.3945 (0.3945)  loss_giou_dn_3: 0.3854 (0.3854)  loss_giou_dn_4: 0.3793 (0.3793)  loss_giou_dn_5: 0.3794 (0.3794)  loss_vfl: 0.6832 (0.6832)  loss_vfl_aux_0: 0.7730 (0.7730)  loss_vfl_aux_1: 0.7398 (0.7398)  loss_vfl_aux_2: 0.6901 (0.6901)  loss_vfl_aux_3: 0.6643 (0.6643)  loss_vfl_aux_4: 0.6917 (0.6917)  loss_vfl_aux_5: 0.7620 (0.7620)  loss_vfl_dn_0: 0.4509 (0.4509)  loss_vfl_dn_1: 0.3753 (0.3753)  loss_vfl_dn_2: 0.3599 (0.3599)  loss_vfl_dn_3: 0.3565 (0.3565)  loss_vfl_dn_4: 0.3525 (0.3525)  loss_vfl_dn_5: 0.3528 (0.3528)  time: 5.5205  data: 3.5323  max mem: 5654
Epoch: [56]  [ 100/7393]  eta: 1:13:07  lr: 0.000010  loss: 15.1486 (15.3159)  loss_bbox: 0.1379 (0.1500)  loss_bbox_aux_0: 0.1520 (0.1610)  loss_bbox_aux_1: 0.1472 (0.1537)  loss_bbox_aux_2: 0.1344 (0.1515)  loss_bbox_aux_3: 0.1397 (0.1499)  loss_bbox_aux_4: 0.1347 (0.1491)  loss_bbox_aux_5: 0.1833 (0.1952)  loss_bbox_dn_0: 0.2383 (0.2621)  loss_bbox_dn_1: 0.1706 (0.1913)  loss_bbox_dn_2: 0.1590 (0.1715)  loss_bbox_dn_3: 0.1565 (0.1660)  loss_bbox_dn_4: 0.1554 (0.1647)  loss_bbox_dn_5: 0.1554 (0.1646)  loss_giou: 0.4528 (0.4483)  loss_giou_aux_0: 0.4503 (0.4712)  loss_giou_aux_1: 0.4351 (0.4568)  loss_giou_aux_2: 0.4430 (0.4527)  loss_giou_aux_3: 0.4482 (0.4490)  loss_giou_aux_4: 0.4451 (0.4477)  loss_giou_aux_5: 0.5190 (0.5323)  loss_giou_dn_0: 0.5626 (0.5570)  loss_giou_dn_1: 0.4495 (0.4469)  loss_giou_dn_2: 0.4250 (0.4158)  loss_giou_dn_3: 0.4172 (0.4079)  loss_giou_dn_4: 0.4130 (0.4057)  loss_giou_dn_5: 0.4132 (0.4058)  loss_vfl: 0.6574 (0.6622)  loss_vfl_aux_0: 0.7454 (0.7632)  loss_vfl_aux_1: 0.7020 (0.7171)  loss_vfl_aux_2: 0.6532 (0.6866)  loss_vfl_aux_3: 0.6466 (0.6750)  loss_vfl_aux_4: 0.6459 (0.6671)  loss_vfl_aux_5: 0.7377 (0.7549)  loss_vfl_dn_0: 0.4461 (0.4462)  loss_vfl_dn_1: 0.3835 (0.3821)  loss_vfl_dn_2: 0.3625 (0.3656)  loss_vfl_dn_3: 0.3574 (0.3580)  loss_vfl_dn_4: 0.3550 (0.3555)  loss_vfl_dn_5: 0.3561 (0.3549)  time: 0.4895  data: 0.0137  max mem: 5654
Epoch: [56]  [ 200/7393]  eta: 1:04:56  lr: 0.000010  loss: 14.9988 (15.3785)  loss_bbox: 0.1387 (0.1486)  loss_bbox_aux_0: 0.1527 (0.1611)  loss_bbox_aux_1: 0.1472 (0.1536)  loss_bbox_aux_2: 0.1419 (0.1504)  loss_bbox_aux_3: 0.1373 (0.1489)  loss_bbox_aux_4: 0.1386 (0.1480)  loss_bbox_aux_5: 0.1923 (0.1969)  loss_bbox_dn_0: 0.2298 (0.2616)  loss_bbox_dn_1: 0.1703 (0.1905)  loss_bbox_dn_2: 0.1544 (0.1704)  loss_bbox_dn_3: 0.1523 (0.1645)  loss_bbox_dn_4: 0.1515 (0.1629)  loss_bbox_dn_5: 0.1511 (0.1629)  loss_giou: 0.4477 (0.4577)  loss_giou_aux_0: 0.4562 (0.4813)  loss_giou_aux_1: 0.4458 (0.4674)  loss_giou_aux_2: 0.4333 (0.4626)  loss_giou_aux_3: 0.4507 (0.4596)  loss_giou_aux_4: 0.4425 (0.4576)  loss_giou_aux_5: 0.5397 (0.5429)  loss_giou_dn_0: 0.5436 (0.5614)  loss_giou_dn_1: 0.4468 (0.4525)  loss_giou_dn_2: 0.4203 (0.4218)  loss_giou_dn_3: 0.4105 (0.4138)  loss_giou_dn_4: 0.4078 (0.4115)  loss_giou_dn_5: 0.4077 (0.4117)  loss_vfl: 0.6444 (0.6599)  loss_vfl_aux_0: 0.7394 (0.7612)  loss_vfl_aux_1: 0.6874 (0.7108)  loss_vfl_aux_2: 0.6530 (0.6834)  loss_vfl_aux_3: 0.6491 (0.6692)  loss_vfl_aux_4: 0.6486 (0.6642)  loss_vfl_aux_5: 0.7248 (0.7489)  loss_vfl_dn_0: 0.4443 (0.4465)  loss_vfl_dn_1: 0.3838 (0.3812)  loss_vfl_dn_2: 0.3663 (0.3649)  loss_vfl_dn_3: 0.3573 (0.3574)  loss_vfl_dn_4: 0.3557 (0.3547)  loss_vfl_dn_5: 0.3548 (0.3540)  time: 0.4881  data: 0.0139  max mem: 5654
Epoch: [56]  [ 300/7393]  eta: 1:01:48  lr: 0.000010  loss: 15.2502 (15.3819)  loss_bbox: 0.1368 (0.1488)  loss_bbox_aux_0: 0.1467 (0.1610)  loss_bbox_aux_1: 0.1415 (0.1535)  loss_bbox_aux_2: 0.1387 (0.1507)  loss_bbox_aux_3: 0.1388 (0.1491)  loss_bbox_aux_4: 0.1366 (0.1481)  loss_bbox_aux_5: 0.1821 (0.1957)  loss_bbox_dn_0: 0.2448 (0.2587)  loss_bbox_dn_1: 0.1730 (0.1881)  loss_bbox_dn_2: 0.1490 (0.1680)  loss_bbox_dn_3: 0.1409 (0.1621)  loss_bbox_dn_4: 0.1418 (0.1607)  loss_bbox_dn_5: 0.1418 (0.1608)  loss_giou: 0.4352 (0.4602)  loss_giou_aux_0: 0.4513 (0.4829)  loss_giou_aux_1: 0.4461 (0.4697)  loss_giou_aux_2: 0.4310 (0.4648)  loss_giou_aux_3: 0.4342 (0.4616)  loss_giou_aux_4: 0.4368 (0.4600)  loss_giou_aux_5: 0.5239 (0.5445)  loss_giou_dn_0: 0.5566 (0.5623)  loss_giou_dn_1: 0.4404 (0.4530)  loss_giou_dn_2: 0.4137 (0.4221)  loss_giou_dn_3: 0.4078 (0.4141)  loss_giou_dn_4: 0.4084 (0.4120)  loss_giou_dn_5: 0.4097 (0.4121)  loss_vfl: 0.6554 (0.6584)  loss_vfl_aux_0: 0.7579 (0.7614)  loss_vfl_aux_1: 0.7194 (0.7115)  loss_vfl_aux_2: 0.6836 (0.6847)  loss_vfl_aux_3: 0.6643 (0.6693)  loss_vfl_aux_4: 0.6669 (0.6634)  loss_vfl_aux_5: 0.7270 (0.7489)  loss_vfl_dn_0: 0.4411 (0.4469)  loss_vfl_dn_1: 0.3819 (0.3814)  loss_vfl_dn_2: 0.3661 (0.3650)  loss_vfl_dn_3: 0.3601 (0.3574)  loss_vfl_dn_4: 0.3563 (0.3548)  loss_vfl_dn_5: 0.3570 (0.3541)  time: 0.4877  data: 0.0138  max mem: 5654
Epoch: [56]  [ 400/7393]  eta: 1:02:10  lr: 0.000010  loss: 15.8653 (15.4451)  loss_bbox: 0.1389 (0.1489)  loss_bbox_aux_0: 0.1516 (0.1609)  loss_bbox_aux_1: 0.1445 (0.1535)  loss_bbox_aux_2: 0.1398 (0.1507)  loss_bbox_aux_3: 0.1379 (0.1492)  loss_bbox_aux_4: 0.1391 (0.1482)  loss_bbox_aux_5: 0.1811 (0.1955)  loss_bbox_dn_0: 0.2411 (0.2569)  loss_bbox_dn_1: 0.1646 (0.1873)  loss_bbox_dn_2: 0.1449 (0.1672)  loss_bbox_dn_3: 0.1404 (0.1613)  loss_bbox_dn_4: 0.1381 (0.1599)  loss_bbox_dn_5: 0.1385 (0.1599)  loss_giou: 0.4869 (0.4667)  loss_giou_aux_0: 0.5230 (0.4890)  loss_giou_aux_1: 0.5010 (0.4768)  loss_giou_aux_2: 0.4924 (0.4715)  loss_giou_aux_3: 0.4888 (0.4683)  loss_giou_aux_4: 0.4868 (0.4666)  loss_giou_aux_5: 0.5667 (0.5511)  loss_giou_dn_0: 0.5967 (0.5666)  loss_giou_dn_1: 0.4893 (0.4579)  loss_giou_dn_2: 0.4594 (0.4269)  loss_giou_dn_3: 0.4468 (0.4189)  loss_giou_dn_4: 0.4415 (0.4168)  loss_giou_dn_5: 0.4417 (0.4170)  loss_vfl: 0.6388 (0.6577)  loss_vfl_aux_0: 0.7541 (0.7606)  loss_vfl_aux_1: 0.6886 (0.7087)  loss_vfl_aux_2: 0.6867 (0.6837)  loss_vfl_aux_3: 0.6659 (0.6685)  loss_vfl_aux_4: 0.6533 (0.6625)  loss_vfl_aux_5: 0.7254 (0.7469)  loss_vfl_dn_0: 0.4470 (0.4464)  loss_vfl_dn_1: 0.3867 (0.3817)  loss_vfl_dn_2: 0.3686 (0.3657)  loss_vfl_dn_3: 0.3647 (0.3583)  loss_vfl_dn_4: 0.3619 (0.3558)  loss_vfl_dn_5: 0.3610 (0.3550)  time: 0.5008  data: 0.0143  max mem: 5654
Epoch: [56]  [ 500/7393]  eta: 1:00:02  lr: 0.000010  loss: 15.8590 (15.4710)  loss_bbox: 0.1486 (0.1503)  loss_bbox_aux_0: 0.1651 (0.1622)  loss_bbox_aux_1: 0.1520 (0.1553)  loss_bbox_aux_2: 0.1545 (0.1524)  loss_bbox_aux_3: 0.1494 (0.1507)  loss_bbox_aux_4: 0.1486 (0.1496)  loss_bbox_aux_5: 0.1959 (0.1967)  loss_bbox_dn_0: 0.2306 (0.2577)  loss_bbox_dn_1: 0.1731 (0.1883)  loss_bbox_dn_2: 0.1545 (0.1682)  loss_bbox_dn_3: 0.1525 (0.1622)  loss_bbox_dn_4: 0.1509 (0.1609)  loss_bbox_dn_5: 0.1509 (0.1609)  loss_giou: 0.4828 (0.4680)  loss_giou_aux_0: 0.5209 (0.4902)  loss_giou_aux_1: 0.4918 (0.4783)  loss_giou_aux_2: 0.5001 (0.4728)  loss_giou_aux_3: 0.4875 (0.4694)  loss_giou_aux_4: 0.4827 (0.4678)  loss_giou_aux_5: 0.5766 (0.5517)  loss_giou_dn_0: 0.5783 (0.5672)  loss_giou_dn_1: 0.4823 (0.4589)  loss_giou_dn_2: 0.4585 (0.4280)  loss_giou_dn_3: 0.4474 (0.4199)  loss_giou_dn_4: 0.4458 (0.4179)  loss_giou_dn_5: 0.4458 (0.4180)  loss_vfl: 0.6696 (0.6572)  loss_vfl_aux_0: 0.7535 (0.7593)  loss_vfl_aux_1: 0.7036 (0.7076)  loss_vfl_aux_2: 0.7013 (0.6825)  loss_vfl_aux_3: 0.6868 (0.6677)  loss_vfl_aux_4: 0.6751 (0.6619)  loss_vfl_aux_5: 0.7510 (0.7473)  loss_vfl_dn_0: 0.4453 (0.4467)  loss_vfl_dn_1: 0.3824 (0.3817)  loss_vfl_dn_2: 0.3687 (0.3659)  loss_vfl_dn_3: 0.3637 (0.3585)  loss_vfl_dn_4: 0.3602 (0.3559)  loss_vfl_dn_5: 0.3599 (0.3551)  time: 0.4808  data: 0.0137  max mem: 5654
Epoch: [56]  [ 600/7393]  eta: 0:58:26  lr: 0.000010  loss: 14.9925 (15.4558)  loss_bbox: 0.1396 (0.1498)  loss_bbox_aux_0: 0.1680 (0.1619)  loss_bbox_aux_1: 0.1491 (0.1549)  loss_bbox_aux_2: 0.1477 (0.1521)  loss_bbox_aux_3: 0.1403 (0.1504)  loss_bbox_aux_4: 0.1398 (0.1492)  loss_bbox_aux_5: 0.2022 (0.1967)  loss_bbox_dn_0: 0.2522 (0.2586)  loss_bbox_dn_1: 0.1818 (0.1888)  loss_bbox_dn_2: 0.1634 (0.1685)  loss_bbox_dn_3: 0.1567 (0.1625)  loss_bbox_dn_4: 0.1557 (0.1612)  loss_bbox_dn_5: 0.1557 (0.1612)  loss_giou: 0.4233 (0.4652)  loss_giou_aux_0: 0.4613 (0.4880)  loss_giou_aux_1: 0.4389 (0.4755)  loss_giou_aux_2: 0.4265 (0.4702)  loss_giou_aux_3: 0.4264 (0.4667)  loss_giou_aux_4: 0.4246 (0.4649)  loss_giou_aux_5: 0.5179 (0.5498)  loss_giou_dn_0: 0.5552 (0.5661)  loss_giou_dn_1: 0.4592 (0.4583)  loss_giou_dn_2: 0.4268 (0.4273)  loss_giou_dn_3: 0.4147 (0.4191)  loss_giou_dn_4: 0.4129 (0.4169)  loss_giou_dn_5: 0.4132 (0.4171)  loss_vfl: 0.6496 (0.6583)  loss_vfl_aux_0: 0.7442 (0.7598)  loss_vfl_aux_1: 0.7202 (0.7101)  loss_vfl_aux_2: 0.6890 (0.6844)  loss_vfl_aux_3: 0.6668 (0.6695)  loss_vfl_aux_4: 0.6655 (0.6632)  loss_vfl_aux_5: 0.7484 (0.7480)  loss_vfl_dn_0: 0.4448 (0.4464)  loss_vfl_dn_1: 0.3719 (0.3813)  loss_vfl_dn_2: 0.3552 (0.3656)  loss_vfl_dn_3: 0.3504 (0.3582)  loss_vfl_dn_4: 0.3469 (0.3556)  loss_vfl_dn_5: 0.3480 (0.3548)  time: 0.4767  data: 0.0137  max mem: 5654
Epoch: [56]  [ 700/7393]  eta: 0:57:01  lr: 0.000010  loss: 14.8809 (15.3935)  loss_bbox: 0.1429 (0.1489)  loss_bbox_aux_0: 0.1554 (0.1614)  loss_bbox_aux_1: 0.1469 (0.1540)  loss_bbox_aux_2: 0.1464 (0.1515)  loss_bbox_aux_3: 0.1455 (0.1497)  loss_bbox_aux_4: 0.1367 (0.1484)  loss_bbox_aux_5: 0.1889 (0.1965)  loss_bbox_dn_0: 0.2486 (0.2587)  loss_bbox_dn_1: 0.1769 (0.1886)  loss_bbox_dn_2: 0.1574 (0.1683)  loss_bbox_dn_3: 0.1550 (0.1623)  loss_bbox_dn_4: 0.1539 (0.1609)  loss_bbox_dn_5: 0.1539 (0.1609)  loss_giou: 0.4059 (0.4612)  loss_giou_aux_0: 0.4237 (0.4845)  loss_giou_aux_1: 0.4119 (0.4714)  loss_giou_aux_2: 0.4092 (0.4659)  loss_giou_aux_3: 0.4122 (0.4626)  loss_giou_aux_4: 0.4012 (0.4609)  loss_giou_aux_5: 0.4709 (0.5459)  loss_giou_dn_0: 0.5515 (0.5630)  loss_giou_dn_1: 0.4248 (0.4554)  loss_giou_dn_2: 0.3911 (0.4246)  loss_giou_dn_3: 0.3820 (0.4164)  loss_giou_dn_4: 0.3820 (0.4142)  loss_giou_dn_5: 0.3822 (0.4144)  loss_vfl: 0.6494 (0.6574)  loss_vfl_aux_0: 0.7476 (0.7579)  loss_vfl_aux_1: 0.6861 (0.7093)  loss_vfl_aux_2: 0.6710 (0.6830)  loss_vfl_aux_3: 0.6574 (0.6682)  loss_vfl_aux_4: 0.6526 (0.6621)  loss_vfl_aux_5: 0.7328 (0.7472)  loss_vfl_dn_0: 0.4504 (0.4462)  loss_vfl_dn_1: 0.3835 (0.3805)  loss_vfl_dn_2: 0.3647 (0.3648)  loss_vfl_dn_3: 0.3612 (0.3574)  loss_vfl_dn_4: 0.3574 (0.3549)  loss_vfl_dn_5: 0.3560 (0.3541)  time: 0.4862  data: 0.0142  max mem: 5654
Epoch: [56]  [ 800/7393]  eta: 0:55:48  lr: 0.000010  loss: 14.7443 (15.3736)  loss_bbox: 0.1417 (0.1488)  loss_bbox_aux_0: 0.1620 (0.1613)  loss_bbox_aux_1: 0.1500 (0.1538)  loss_bbox_aux_2: 0.1432 (0.1511)  loss_bbox_aux_3: 0.1474 (0.1494)  loss_bbox_aux_4: 0.1455 (0.1483)  loss_bbox_aux_5: 0.2051 (0.1966)  loss_bbox_dn_0: 0.2506 (0.2588)  loss_bbox_dn_1: 0.1745 (0.1887)  loss_bbox_dn_2: 0.1521 (0.1683)  loss_bbox_dn_3: 0.1470 (0.1622)  loss_bbox_dn_4: 0.1456 (0.1608)  loss_bbox_dn_5: 0.1456 (0.1608)  loss_giou: 0.4044 (0.4599)  loss_giou_aux_0: 0.4120 (0.4832)  loss_giou_aux_1: 0.4122 (0.4700)  loss_giou_aux_2: 0.4047 (0.4644)  loss_giou_aux_3: 0.3995 (0.4612)  loss_giou_aux_4: 0.4037 (0.4596)  loss_giou_aux_5: 0.4763 (0.5445)  loss_giou_dn_0: 0.5092 (0.5618)  loss_giou_dn_1: 0.4188 (0.4543)  loss_giou_dn_2: 0.3881 (0.4235)  loss_giou_dn_3: 0.3799 (0.4152)  loss_giou_dn_4: 0.3789 (0.4131)  loss_giou_dn_5: 0.3791 (0.4132)  loss_vfl: 0.6149 (0.6569)  loss_vfl_aux_0: 0.7317 (0.7573)  loss_vfl_aux_1: 0.7010 (0.7096)  loss_vfl_aux_2: 0.6535 (0.6833)  loss_vfl_aux_3: 0.6312 (0.6684)  loss_vfl_aux_4: 0.6205 (0.6619)  loss_vfl_aux_5: 0.7122 (0.7468)  loss_vfl_dn_0: 0.4425 (0.4461)  loss_vfl_dn_1: 0.3861 (0.3803)  loss_vfl_dn_2: 0.3665 (0.3645)  loss_vfl_dn_3: 0.3541 (0.3572)  loss_vfl_dn_4: 0.3525 (0.3546)  loss_vfl_dn_5: 0.3517 (0.3538)  time: 0.4835  data: 0.0139  max mem: 5654
Epoch: [56]  [ 900/7393]  eta: 0:54:48  lr: 0.000010  loss: 15.3718 (15.3677)  loss_bbox: 0.1365 (0.1485)  loss_bbox_aux_0: 0.1458 (0.1612)  loss_bbox_aux_1: 0.1385 (0.1537)  loss_bbox_aux_2: 0.1370 (0.1511)  loss_bbox_aux_3: 0.1357 (0.1492)  loss_bbox_aux_4: 0.1346 (0.1481)  loss_bbox_aux_5: 0.1805 (0.1965)  loss_bbox_dn_0: 0.2304 (0.2590)  loss_bbox_dn_1: 0.1742 (0.1888)  loss_bbox_dn_2: 0.1528 (0.1684)  loss_bbox_dn_3: 0.1522 (0.1624)  loss_bbox_dn_4: 0.1522 (0.1610)  loss_bbox_dn_5: 0.1522 (0.1610)  loss_giou: 0.4765 (0.4592)  loss_giou_aux_0: 0.4959 (0.4826)  loss_giou_aux_1: 0.4785 (0.4696)  loss_giou_aux_2: 0.4859 (0.4640)  loss_giou_aux_3: 0.4751 (0.4605)  loss_giou_aux_4: 0.4735 (0.4589)  loss_giou_aux_5: 0.5599 (0.5439)  loss_giou_dn_0: 0.5550 (0.5615)  loss_giou_dn_1: 0.4540 (0.4540)  loss_giou_dn_2: 0.4182 (0.4231)  loss_giou_dn_3: 0.4117 (0.4148)  loss_giou_dn_4: 0.4113 (0.4127)  loss_giou_dn_5: 0.4121 (0.4129)  loss_vfl: 0.6601 (0.6576)  loss_vfl_aux_0: 0.7407 (0.7570)  loss_vfl_aux_1: 0.6937 (0.7092)  loss_vfl_aux_2: 0.6700 (0.6831)  loss_vfl_aux_3: 0.6647 (0.6691)  loss_vfl_aux_4: 0.6619 (0.6624)  loss_vfl_aux_5: 0.7115 (0.7468)  loss_vfl_dn_0: 0.4399 (0.4461)  loss_vfl_dn_1: 0.3766 (0.3802)  loss_vfl_dn_2: 0.3591 (0.3644)  loss_vfl_dn_3: 0.3523 (0.3571)  loss_vfl_dn_4: 0.3492 (0.3546)  loss_vfl_dn_5: 0.3489 (0.3538)  time: 0.4879  data: 0.0141  max mem: 5654
Epoch: [56]  [1000/7393]  eta: 0:53:42  lr: 0.000010  loss: 15.7674 (15.3635)  loss_bbox: 0.1227 (0.1484)  loss_bbox_aux_0: 0.1378 (0.1611)  loss_bbox_aux_1: 0.1384 (0.1537)  loss_bbox_aux_2: 0.1304 (0.1511)  loss_bbox_aux_3: 0.1299 (0.1493)  loss_bbox_aux_4: 0.1227 (0.1480)  loss_bbox_aux_5: 0.1738 (0.1967)  loss_bbox_dn_0: 0.2389 (0.2587)  loss_bbox_dn_1: 0.1597 (0.1885)  loss_bbox_dn_2: 0.1344 (0.1679)  loss_bbox_dn_3: 0.1283 (0.1619)  loss_bbox_dn_4: 0.1285 (0.1605)  loss_bbox_dn_5: 0.1285 (0.1605)  loss_giou: 0.4794 (0.4590)  loss_giou_aux_0: 0.4993 (0.4824)  loss_giou_aux_1: 0.4848 (0.4695)  loss_giou_aux_2: 0.4786 (0.4638)  loss_giou_aux_3: 0.4725 (0.4605)  loss_giou_aux_4: 0.4791 (0.4587)  loss_giou_aux_5: 0.5714 (0.5442)  loss_giou_dn_0: 0.5592 (0.5614)  loss_giou_dn_1: 0.4530 (0.4538)  loss_giou_dn_2: 0.4222 (0.4229)  loss_giou_dn_3: 0.4153 (0.4146)  loss_giou_dn_4: 0.4121 (0.4124)  loss_giou_dn_5: 0.4120 (0.4126)  loss_vfl: 0.6388 (0.6576)  loss_vfl_aux_0: 0.7265 (0.7573)  loss_vfl_aux_1: 0.6870 (0.7096)  loss_vfl_aux_2: 0.6570 (0.6835)  loss_vfl_aux_3: 0.6243 (0.6689)  loss_vfl_aux_4: 0.6379 (0.6624)  loss_vfl_aux_5: 0.7168 (0.7463)  loss_vfl_dn_0: 0.4409 (0.4461)  loss_vfl_dn_1: 0.3759 (0.3802)  loss_vfl_dn_2: 0.3653 (0.3645)  loss_vfl_dn_3: 0.3581 (0.3571)  loss_vfl_dn_4: 0.3549 (0.3546)  loss_vfl_dn_5: 0.3537 (0.3537)  time: 0.4807  data: 0.0138  max mem: 5654
Epoch: [56]  [1100/7393]  eta: 0:52:37  lr: 0.000010  loss: 15.1430 (15.3577)  loss_bbox: 0.1153 (0.1478)  loss_bbox_aux_0: 0.1256 (0.1603)  loss_bbox_aux_1: 0.1243 (0.1529)  loss_bbox_aux_2: 0.1213 (0.1504)  loss_bbox_aux_3: 0.1166 (0.1486)  loss_bbox_aux_4: 0.1148 (0.1474)  loss_bbox_aux_5: 0.1639 (0.1958)  loss_bbox_dn_0: 0.2070 (0.2576)  loss_bbox_dn_1: 0.1526 (0.1877)  loss_bbox_dn_2: 0.1265 (0.1672)  loss_bbox_dn_3: 0.1237 (0.1612)  loss_bbox_dn_4: 0.1258 (0.1598)  loss_bbox_dn_5: 0.1258 (0.1598)  loss_giou: 0.4220 (0.4591)  loss_giou_aux_0: 0.4424 (0.4824)  loss_giou_aux_1: 0.4418 (0.4698)  loss_giou_aux_2: 0.4279 (0.4641)  loss_giou_aux_3: 0.4335 (0.4607)  loss_giou_aux_4: 0.4224 (0.4588)  loss_giou_aux_5: 0.5047 (0.5444)  loss_giou_dn_0: 0.5860 (0.5617)  loss_giou_dn_1: 0.4863 (0.4542)  loss_giou_dn_2: 0.4577 (0.4233)  loss_giou_dn_3: 0.4444 (0.4151)  loss_giou_dn_4: 0.4397 (0.4129)  loss_giou_dn_5: 0.4398 (0.4131)  loss_vfl: 0.6542 (0.6577)  loss_vfl_aux_0: 0.7376 (0.7574)  loss_vfl_aux_1: 0.6925 (0.7094)  loss_vfl_aux_2: 0.6593 (0.6834)  loss_vfl_aux_3: 0.6584 (0.6689)  loss_vfl_aux_4: 0.6623 (0.6624)  loss_vfl_aux_5: 0.7304 (0.7456)  loss_vfl_dn_0: 0.4420 (0.4462)  loss_vfl_dn_1: 0.3728 (0.3803)  loss_vfl_dn_2: 0.3590 (0.3646)  loss_vfl_dn_3: 0.3529 (0.3572)  loss_vfl_dn_4: 0.3498 (0.3547)  loss_vfl_dn_5: 0.3480 (0.3538)  time: 0.4725  data: 0.0139  max mem: 5654
Epoch: [56]  [1200/7393]  eta: 0:51:36  lr: 0.000010  loss: 15.7766 (15.3548)  loss_bbox: 0.1471 (0.1476)  loss_bbox_aux_0: 0.1529 (0.1599)  loss_bbox_aux_1: 0.1506 (0.1527)  loss_bbox_aux_2: 0.1476 (0.1503)  loss_bbox_aux_3: 0.1463 (0.1483)  loss_bbox_aux_4: 0.1476 (0.1472)  loss_bbox_aux_5: 0.1990 (0.1955)  loss_bbox_dn_0: 0.2424 (0.2570)  loss_bbox_dn_1: 0.1795 (0.1871)  loss_bbox_dn_2: 0.1591 (0.1666)  loss_bbox_dn_3: 0.1484 (0.1606)  loss_bbox_dn_4: 0.1445 (0.1592)  loss_bbox_dn_5: 0.1445 (0.1592)  loss_giou: 0.4675 (0.4593)  loss_giou_aux_0: 0.4900 (0.4825)  loss_giou_aux_1: 0.4850 (0.4701)  loss_giou_aux_2: 0.4781 (0.4644)  loss_giou_aux_3: 0.4705 (0.4610)  loss_giou_aux_4: 0.4644 (0.4591)  loss_giou_aux_5: 0.5441 (0.5447)  loss_giou_dn_0: 0.5669 (0.5620)  loss_giou_dn_1: 0.4641 (0.4544)  loss_giou_dn_2: 0.4356 (0.4236)  loss_giou_dn_3: 0.4300 (0.4154)  loss_giou_dn_4: 0.4249 (0.4132)  loss_giou_dn_5: 0.4250 (0.4134)  loss_vfl: 0.6315 (0.6578)  loss_vfl_aux_0: 0.7403 (0.7569)  loss_vfl_aux_1: 0.6982 (0.7090)  loss_vfl_aux_2: 0.6596 (0.6830)  loss_vfl_aux_3: 0.6657 (0.6690)  loss_vfl_aux_4: 0.6470 (0.6623)  loss_vfl_aux_5: 0.7191 (0.7447)  loss_vfl_dn_0: 0.4485 (0.4465)  loss_vfl_dn_1: 0.3909 (0.3805)  loss_vfl_dn_2: 0.3699 (0.3647)  loss_vfl_dn_3: 0.3642 (0.3574)  loss_vfl_dn_4: 0.3607 (0.3548)  loss_vfl_dn_5: 0.3581 (0.3540)  time: 0.4828  data: 0.0141  max mem: 5654
Epoch: [56]  [1300/7393]  eta: 0:50:38  lr: 0.000010  loss: 15.3518 (15.3631)  loss_bbox: 0.1637 (0.1478)  loss_bbox_aux_0: 0.1651 (0.1602)  loss_bbox_aux_1: 0.1523 (0.1530)  loss_bbox_aux_2: 0.1507 (0.1505)  loss_bbox_aux_3: 0.1574 (0.1486)  loss_bbox_aux_4: 0.1614 (0.1474)  loss_bbox_aux_5: 0.2006 (0.1957)  loss_bbox_dn_0: 0.2265 (0.2577)  loss_bbox_dn_1: 0.1630 (0.1875)  loss_bbox_dn_2: 0.1484 (0.1670)  loss_bbox_dn_3: 0.1436 (0.1610)  loss_bbox_dn_4: 0.1438 (0.1596)  loss_bbox_dn_5: 0.1438 (0.1596)  loss_giou: 0.4514 (0.4591)  loss_giou_aux_0: 0.4907 (0.4823)  loss_giou_aux_1: 0.4647 (0.4700)  loss_giou_aux_2: 0.4554 (0.4641)  loss_giou_aux_3: 0.4580 (0.4608)  loss_giou_aux_4: 0.4500 (0.4589)  loss_giou_aux_5: 0.5649 (0.5445)  loss_giou_dn_0: 0.5663 (0.5620)  loss_giou_dn_1: 0.4656 (0.4543)  loss_giou_dn_2: 0.4360 (0.4235)  loss_giou_dn_3: 0.4264 (0.4153)  loss_giou_dn_4: 0.4260 (0.4132)  loss_giou_dn_5: 0.4261 (0.4134)  loss_vfl: 0.6424 (0.6585)  loss_vfl_aux_0: 0.7435 (0.7575)  loss_vfl_aux_1: 0.6616 (0.7095)  loss_vfl_aux_2: 0.6614 (0.6840)  loss_vfl_aux_3: 0.6382 (0.6696)  loss_vfl_aux_4: 0.6323 (0.6631)  loss_vfl_aux_5: 0.7240 (0.7455)  loss_vfl_dn_0: 0.4457 (0.4468)  loss_vfl_dn_1: 0.3764 (0.3806)  loss_vfl_dn_2: 0.3592 (0.3646)  loss_vfl_dn_3: 0.3554 (0.3574)  loss_vfl_dn_4: 0.3544 (0.3548)  loss_vfl_dn_5: 0.3543 (0.3540)  time: 0.4866  data: 0.0144  max mem: 5654
Epoch: [56]  [1400/7393]  eta: 0:49:45  lr: 0.000010  loss: 14.9220 (15.3836)  loss_bbox: 0.1409 (0.1481)  loss_bbox_aux_0: 0.1530 (0.1604)  loss_bbox_aux_1: 0.1384 (0.1532)  loss_bbox_aux_2: 0.1378 (0.1507)  loss_bbox_aux_3: 0.1372 (0.1488)  loss_bbox_aux_4: 0.1361 (0.1477)  loss_bbox_aux_5: 0.1813 (0.1959)  loss_bbox_dn_0: 0.2426 (0.2574)  loss_bbox_dn_1: 0.1769 (0.1874)  loss_bbox_dn_2: 0.1527 (0.1669)  loss_bbox_dn_3: 0.1499 (0.1610)  loss_bbox_dn_4: 0.1494 (0.1596)  loss_bbox_dn_5: 0.1493 (0.1596)  loss_giou: 0.4712 (0.4610)  loss_giou_aux_0: 0.4815 (0.4843)  loss_giou_aux_1: 0.4547 (0.4720)  loss_giou_aux_2: 0.4742 (0.4660)  loss_giou_aux_3: 0.4652 (0.4627)  loss_giou_aux_4: 0.4614 (0.4607)  loss_giou_aux_5: 0.5425 (0.5463)  loss_giou_dn_0: 0.5574 (0.5632)  loss_giou_dn_1: 0.4423 (0.4555)  loss_giou_dn_2: 0.4189 (0.4247)  loss_giou_dn_3: 0.4077 (0.4165)  loss_giou_dn_4: 0.4076 (0.4143)  loss_giou_dn_5: 0.4075 (0.4145)  loss_vfl: 0.6662 (0.6585)  loss_vfl_aux_0: 0.7697 (0.7571)  loss_vfl_aux_1: 0.7044 (0.7092)  loss_vfl_aux_2: 0.6776 (0.6838)  loss_vfl_aux_3: 0.6740 (0.6694)  loss_vfl_aux_4: 0.6469 (0.6629)  loss_vfl_aux_5: 0.7605 (0.7449)  loss_vfl_dn_0: 0.4453 (0.4468)  loss_vfl_dn_1: 0.3772 (0.3808)  loss_vfl_dn_2: 0.3593 (0.3649)  loss_vfl_dn_3: 0.3544 (0.3577)  loss_vfl_dn_4: 0.3515 (0.3551)  loss_vfl_dn_5: 0.3511 (0.3543)  time: 0.4833  data: 0.0135  max mem: 5654
Epoch: [56]  [1500/7393]  eta: 0:48:49  lr: 0.000010  loss: 15.1427 (15.3849)  loss_bbox: 0.1483 (0.1479)  loss_bbox_aux_0: 0.1469 (0.1603)  loss_bbox_aux_1: 0.1406 (0.1532)  loss_bbox_aux_2: 0.1466 (0.1506)  loss_bbox_aux_3: 0.1510 (0.1487)  loss_bbox_aux_4: 0.1460 (0.1476)  loss_bbox_aux_5: 0.1813 (0.1959)  loss_bbox_dn_0: 0.2538 (0.2575)  loss_bbox_dn_1: 0.1843 (0.1874)  loss_bbox_dn_2: 0.1642 (0.1670)  loss_bbox_dn_3: 0.1588 (0.1610)  loss_bbox_dn_4: 0.1576 (0.1596)  loss_bbox_dn_5: 0.1575 (0.1596)  loss_giou: 0.4405 (0.4611)  loss_giou_aux_0: 0.4541 (0.4842)  loss_giou_aux_1: 0.4460 (0.4720)  loss_giou_aux_2: 0.4302 (0.4660)  loss_giou_aux_3: 0.4368 (0.4628)  loss_giou_aux_4: 0.4410 (0.4608)  loss_giou_aux_5: 0.5245 (0.5464)  loss_giou_dn_0: 0.5522 (0.5632)  loss_giou_dn_1: 0.4466 (0.4556)  loss_giou_dn_2: 0.4139 (0.4248)  loss_giou_dn_3: 0.4034 (0.4166)  loss_giou_dn_4: 0.4010 (0.4145)  loss_giou_dn_5: 0.4016 (0.4147)  loss_vfl: 0.6429 (0.6583)  loss_vfl_aux_0: 0.7612 (0.7577)  loss_vfl_aux_1: 0.6927 (0.7095)  loss_vfl_aux_2: 0.6863 (0.6839)  loss_vfl_aux_3: 0.6647 (0.6691)  loss_vfl_aux_4: 0.6367 (0.6627)  loss_vfl_aux_5: 0.7226 (0.7452)  loss_vfl_dn_0: 0.4483 (0.4470)  loss_vfl_dn_1: 0.3823 (0.3807)  loss_vfl_dn_2: 0.3681 (0.3648)  loss_vfl_dn_3: 0.3633 (0.3576)  loss_vfl_dn_4: 0.3594 (0.3550)  loss_vfl_dn_5: 0.3576 (0.3542)  time: 0.4822  data: 0.0138  max mem: 5654
Epoch: [56]  [1600/7393]  eta: 0:47:53  lr: 0.000010  loss: 15.8600 (15.3908)  loss_bbox: 0.1389 (0.1479)  loss_bbox_aux_0: 0.1503 (0.1599)  loss_bbox_aux_1: 0.1377 (0.1529)  loss_bbox_aux_2: 0.1430 (0.1505)  loss_bbox_aux_3: 0.1448 (0.1486)  loss_bbox_aux_4: 0.1428 (0.1476)  loss_bbox_aux_5: 0.1762 (0.1957)  loss_bbox_dn_0: 0.2257 (0.2569)  loss_bbox_dn_1: 0.1506 (0.1871)  loss_bbox_dn_2: 0.1390 (0.1666)  loss_bbox_dn_3: 0.1379 (0.1608)  loss_bbox_dn_4: 0.1380 (0.1594)  loss_bbox_dn_5: 0.1382 (0.1594)  loss_giou: 0.4888 (0.4620)  loss_giou_aux_0: 0.5051 (0.4849)  loss_giou_aux_1: 0.4862 (0.4728)  loss_giou_aux_2: 0.4835 (0.4668)  loss_giou_aux_3: 0.4944 (0.4637)  loss_giou_aux_4: 0.4877 (0.4618)  loss_giou_aux_5: 0.5408 (0.5472)  loss_giou_dn_0: 0.5948 (0.5637)  loss_giou_dn_1: 0.4785 (0.4562)  loss_giou_dn_2: 0.4493 (0.4253)  loss_giou_dn_3: 0.4405 (0.4172)  loss_giou_dn_4: 0.4404 (0.4150)  loss_giou_dn_5: 0.4400 (0.4152)  loss_vfl: 0.6126 (0.6581)  loss_vfl_aux_0: 0.7160 (0.7578)  loss_vfl_aux_1: 0.6881 (0.7097)  loss_vfl_aux_2: 0.6660 (0.6840)  loss_vfl_aux_3: 0.6399 (0.6692)  loss_vfl_aux_4: 0.6184 (0.6624)  loss_vfl_aux_5: 0.6913 (0.7446)  loss_vfl_dn_0: 0.4493 (0.4468)  loss_vfl_dn_1: 0.3839 (0.3808)  loss_vfl_dn_2: 0.3672 (0.3649)  loss_vfl_dn_3: 0.3591 (0.3577)  loss_vfl_dn_4: 0.3560 (0.3551)  loss_vfl_dn_5: 0.3541 (0.3543)  time: 0.4769  data: 0.0138  max mem: 5654
Epoch: [56]  [1700/7393]  eta: 0:46:58  lr: 0.000010  loss: 15.0149 (15.3783)  loss_bbox: 0.1530 (0.1482)  loss_bbox_aux_0: 0.1642 (0.1602)  loss_bbox_aux_1: 0.1573 (0.1531)  loss_bbox_aux_2: 0.1574 (0.1507)  loss_bbox_aux_3: 0.1525 (0.1488)  loss_bbox_aux_4: 0.1541 (0.1479)  loss_bbox_aux_5: 0.1967 (0.1960)  loss_bbox_dn_0: 0.2588 (0.2572)  loss_bbox_dn_1: 0.1851 (0.1872)  loss_bbox_dn_2: 0.1601 (0.1667)  loss_bbox_dn_3: 0.1570 (0.1609)  loss_bbox_dn_4: 0.1571 (0.1594)  loss_bbox_dn_5: 0.1572 (0.1595)  loss_giou: 0.4274 (0.4611)  loss_giou_aux_0: 0.4408 (0.4840)  loss_giou_aux_1: 0.4217 (0.4718)  loss_giou_aux_2: 0.4214 (0.4659)  loss_giou_aux_3: 0.4167 (0.4627)  loss_giou_aux_4: 0.4196 (0.4609)  loss_giou_aux_5: 0.5125 (0.5464)  loss_giou_dn_0: 0.5365 (0.5631)  loss_giou_dn_1: 0.4237 (0.4554)  loss_giou_dn_2: 0.3913 (0.4245)  loss_giou_dn_3: 0.3827 (0.4163)  loss_giou_dn_4: 0.3809 (0.4142)  loss_giou_dn_5: 0.3813 (0.4144)  loss_vfl: 0.6765 (0.6577)  loss_vfl_aux_0: 0.7693 (0.7571)  loss_vfl_aux_1: 0.7408 (0.7095)  loss_vfl_aux_2: 0.7041 (0.6836)  loss_vfl_aux_3: 0.6798 (0.6687)  loss_vfl_aux_4: 0.6765 (0.6617)  loss_vfl_aux_5: 0.7575 (0.7439)  loss_vfl_dn_0: 0.4475 (0.4468)  loss_vfl_dn_1: 0.3782 (0.3808)  loss_vfl_dn_2: 0.3556 (0.3649)  loss_vfl_dn_3: 0.3517 (0.3576)  loss_vfl_dn_4: 0.3492 (0.3551)  loss_vfl_dn_5: 0.3486 (0.3543)  time: 0.4798  data: 0.0139  max mem: 5654
Epoch: [56]  [1800/7393]  eta: 0:46:01  lr: 0.000010  loss: 15.1149 (15.3841)  loss_bbox: 0.1455 (0.1482)  loss_bbox_aux_0: 0.1552 (0.1603)  loss_bbox_aux_1: 0.1418 (0.1531)  loss_bbox_aux_2: 0.1473 (0.1508)  loss_bbox_aux_3: 0.1474 (0.1489)  loss_bbox_aux_4: 0.1445 (0.1479)  loss_bbox_aux_5: 0.1809 (0.1962)  loss_bbox_dn_0: 0.2398 (0.2573)  loss_bbox_dn_1: 0.1712 (0.1873)  loss_bbox_dn_2: 0.1495 (0.1669)  loss_bbox_dn_3: 0.1432 (0.1610)  loss_bbox_dn_4: 0.1438 (0.1596)  loss_bbox_dn_5: 0.1438 (0.1596)  loss_giou: 0.4645 (0.4614)  loss_giou_aux_0: 0.4824 (0.4842)  loss_giou_aux_1: 0.4730 (0.4720)  loss_giou_aux_2: 0.4727 (0.4662)  loss_giou_aux_3: 0.4701 (0.4630)  loss_giou_aux_4: 0.4645 (0.4613)  loss_giou_aux_5: 0.5376 (0.5464)  loss_giou_dn_0: 0.5690 (0.5633)  loss_giou_dn_1: 0.4642 (0.4556)  loss_giou_dn_2: 0.4294 (0.4248)  loss_giou_dn_3: 0.4166 (0.4166)  loss_giou_dn_4: 0.4146 (0.4145)  loss_giou_dn_5: 0.4147 (0.4147)  loss_vfl: 0.6223 (0.6579)  loss_vfl_aux_0: 0.7337 (0.7571)  loss_vfl_aux_1: 0.6900 (0.7096)  loss_vfl_aux_2: 0.6468 (0.6836)  loss_vfl_aux_3: 0.6378 (0.6689)  loss_vfl_aux_4: 0.6215 (0.6619)  loss_vfl_aux_5: 0.7317 (0.7440)  loss_vfl_dn_0: 0.4399 (0.4468)  loss_vfl_dn_1: 0.3846 (0.3808)  loss_vfl_dn_2: 0.3653 (0.3649)  loss_vfl_dn_3: 0.3616 (0.3577)  loss_vfl_dn_4: 0.3581 (0.3552)  loss_vfl_dn_5: 0.3573 (0.3544)  time: 0.4703  data: 0.0143  max mem: 5654
Epoch: [56]  [1900/7393]  eta: 0:45:28  lr: 0.000010  loss: 15.9898 (15.3893)  loss_bbox: 0.1559 (0.1481)  loss_bbox_aux_0: 0.1719 (0.1604)  loss_bbox_aux_1: 0.1647 (0.1531)  loss_bbox_aux_2: 0.1595 (0.1508)  loss_bbox_aux_3: 0.1579 (0.1489)  loss_bbox_aux_4: 0.1563 (0.1479)  loss_bbox_aux_5: 0.2075 (0.1962)  loss_bbox_dn_0: 0.2479 (0.2571)  loss_bbox_dn_1: 0.1825 (0.1872)  loss_bbox_dn_2: 0.1608 (0.1667)  loss_bbox_dn_3: 0.1538 (0.1609)  loss_bbox_dn_4: 0.1537 (0.1595)  loss_bbox_dn_5: 0.1537 (0.1595)  loss_giou: 0.4633 (0.4621)  loss_giou_aux_0: 0.4992 (0.4853)  loss_giou_aux_1: 0.4781 (0.4729)  loss_giou_aux_2: 0.4609 (0.4670)  loss_giou_aux_3: 0.4688 (0.4638)  loss_giou_aux_4: 0.4632 (0.4620)  loss_giou_aux_5: 0.5452 (0.5474)  loss_giou_dn_0: 0.5850 (0.5638)  loss_giou_dn_1: 0.4779 (0.4561)  loss_giou_dn_2: 0.4472 (0.4253)  loss_giou_dn_3: 0.4356 (0.4171)  loss_giou_dn_4: 0.4318 (0.4149)  loss_giou_dn_5: 0.4316 (0.4151)  loss_vfl: 0.6364 (0.6578)  loss_vfl_aux_0: 0.7412 (0.7561)  loss_vfl_aux_1: 0.6953 (0.7091)  loss_vfl_aux_2: 0.6658 (0.6833)  loss_vfl_aux_3: 0.6573 (0.6685)  loss_vfl_aux_4: 0.6402 (0.6617)  loss_vfl_aux_5: 0.7304 (0.7432)  loss_vfl_dn_0: 0.4519 (0.4468)  loss_vfl_dn_1: 0.3840 (0.3809)  loss_vfl_dn_2: 0.3708 (0.3650)  loss_vfl_dn_3: 0.3628 (0.3578)  loss_vfl_dn_4: 0.3630 (0.3553)  loss_vfl_dn_5: 0.3611 (0.3545)  time: 0.4829  data: 0.0143  max mem: 5654
Epoch: [56]  [2000/7393]  eta: 0:44:34  lr: 0.000010  loss: 15.5818 (15.3954)  loss_bbox: 0.1587 (0.1483)  loss_bbox_aux_0: 0.1620 (0.1605)  loss_bbox_aux_1: 0.1512 (0.1533)  loss_bbox_aux_2: 0.1538 (0.1509)  loss_bbox_aux_3: 0.1511 (0.1491)  loss_bbox_aux_4: 0.1588 (0.1481)  loss_bbox_aux_5: 0.2105 (0.1963)  loss_bbox_dn_0: 0.2627 (0.2572)  loss_bbox_dn_1: 0.1860 (0.1874)  loss_bbox_dn_2: 0.1701 (0.1669)  loss_bbox_dn_3: 0.1674 (0.1610)  loss_bbox_dn_4: 0.1679 (0.1596)  loss_bbox_dn_5: 0.1680 (0.1596)  loss_giou: 0.4488 (0.4624)  loss_giou_aux_0: 0.4663 (0.4854)  loss_giou_aux_1: 0.4670 (0.4730)  loss_giou_aux_2: 0.4624 (0.4671)  loss_giou_aux_3: 0.4580 (0.4641)  loss_giou_aux_4: 0.4400 (0.4622)  loss_giou_aux_5: 0.5313 (0.5476)  loss_giou_dn_0: 0.5550 (0.5641)  loss_giou_dn_1: 0.4517 (0.4565)  loss_giou_dn_2: 0.4244 (0.4256)  loss_giou_dn_3: 0.4132 (0.4174)  loss_giou_dn_4: 0.4080 (0.4153)  loss_giou_dn_5: 0.4081 (0.4155)  loss_vfl: 0.6381 (0.6579)  loss_vfl_aux_0: 0.7456 (0.7561)  loss_vfl_aux_1: 0.7041 (0.7092)  loss_vfl_aux_2: 0.6981 (0.6837)  loss_vfl_aux_3: 0.6667 (0.6686)  loss_vfl_aux_4: 0.6521 (0.6618)  loss_vfl_aux_5: 0.7316 (0.7431)  loss_vfl_dn_0: 0.4458 (0.4467)  loss_vfl_dn_1: 0.3848 (0.3810)  loss_vfl_dn_2: 0.3723 (0.3651)  loss_vfl_dn_3: 0.3654 (0.3579)  loss_vfl_dn_4: 0.3618 (0.3554)  loss_vfl_dn_5: 0.3610 (0.3546)  time: 0.4824  data: 0.0140  max mem: 5654
Epoch: [56]  [2100/7393]  eta: 0:43:42  lr: 0.000010  loss: 15.6364 (15.4037)  loss_bbox: 0.1603 (0.1484)  loss_bbox_aux_0: 0.1687 (0.1606)  loss_bbox_aux_1: 0.1643 (0.1534)  loss_bbox_aux_2: 0.1659 (0.1509)  loss_bbox_aux_3: 0.1658 (0.1492)  loss_bbox_aux_4: 0.1614 (0.1482)  loss_bbox_aux_5: 0.2036 (0.1964)  loss_bbox_dn_0: 0.2473 (0.2574)  loss_bbox_dn_1: 0.1838 (0.1876)  loss_bbox_dn_2: 0.1637 (0.1671)  loss_bbox_dn_3: 0.1641 (0.1612)  loss_bbox_dn_4: 0.1629 (0.1598)  loss_bbox_dn_5: 0.1629 (0.1598)  loss_giou: 0.4875 (0.4629)  loss_giou_aux_0: 0.5041 (0.4859)  loss_giou_aux_1: 0.4902 (0.4735)  loss_giou_aux_2: 0.4884 (0.4675)  loss_giou_aux_3: 0.4913 (0.4645)  loss_giou_aux_4: 0.4933 (0.4628)  loss_giou_aux_5: 0.5747 (0.5481)  loss_giou_dn_0: 0.5720 (0.5645)  loss_giou_dn_1: 0.4703 (0.4569)  loss_giou_dn_2: 0.4343 (0.4260)  loss_giou_dn_3: 0.4233 (0.4178)  loss_giou_dn_4: 0.4203 (0.4156)  loss_giou_dn_5: 0.4207 (0.4158)  loss_vfl: 0.6612 (0.6579)  loss_vfl_aux_0: 0.7532 (0.7563)  loss_vfl_aux_1: 0.7045 (0.7093)  loss_vfl_aux_2: 0.6877 (0.6838)  loss_vfl_aux_3: 0.6766 (0.6687)  loss_vfl_aux_4: 0.6645 (0.6619)  loss_vfl_aux_5: 0.7554 (0.7431)  loss_vfl_dn_0: 0.4452 (0.4468)  loss_vfl_dn_1: 0.3774 (0.3810)  loss_vfl_dn_2: 0.3665 (0.3652)  loss_vfl_dn_3: 0.3595 (0.3579)  loss_vfl_dn_4: 0.3570 (0.3554)  loss_vfl_dn_5: 0.3572 (0.3546)  time: 0.5044  data: 0.0150  max mem: 5654
Epoch: [56]  [2200/7393]  eta: 0:42:50  lr: 0.000010  loss: 15.7472 (15.4061)  loss_bbox: 0.1444 (0.1484)  loss_bbox_aux_0: 0.1507 (0.1606)  loss_bbox_aux_1: 0.1436 (0.1534)  loss_bbox_aux_2: 0.1380 (0.1507)  loss_bbox_aux_3: 0.1453 (0.1492)  loss_bbox_aux_4: 0.1428 (0.1483)  loss_bbox_aux_5: 0.1867 (0.1965)  loss_bbox_dn_0: 0.2349 (0.2575)  loss_bbox_dn_1: 0.1703 (0.1875)  loss_bbox_dn_2: 0.1549 (0.1669)  loss_bbox_dn_3: 0.1516 (0.1611)  loss_bbox_dn_4: 0.1528 (0.1597)  loss_bbox_dn_5: 0.1528 (0.1597)  loss_giou: 0.4802 (0.4632)  loss_giou_aux_0: 0.4846 (0.4862)  loss_giou_aux_1: 0.4821 (0.4738)  loss_giou_aux_2: 0.4701 (0.4678)  loss_giou_aux_3: 0.4789 (0.4649)  loss_giou_aux_4: 0.4783 (0.4631)  loss_giou_aux_5: 0.5458 (0.5486)  loss_giou_dn_0: 0.5845 (0.5646)  loss_giou_dn_1: 0.4841 (0.4570)  loss_giou_dn_2: 0.4476 (0.4261)  loss_giou_dn_3: 0.4410 (0.4179)  loss_giou_dn_4: 0.4390 (0.4158)  loss_giou_dn_5: 0.4392 (0.4160)  loss_vfl: 0.6298 (0.6577)  loss_vfl_aux_0: 0.7600 (0.7565)  loss_vfl_aux_1: 0.6881 (0.7094)  loss_vfl_aux_2: 0.6611 (0.6841)  loss_vfl_aux_3: 0.6311 (0.6685)  loss_vfl_aux_4: 0.6290 (0.6617)  loss_vfl_aux_5: 0.7526 (0.7432)  loss_vfl_dn_0: 0.4438 (0.4468)  loss_vfl_dn_1: 0.3797 (0.3810)  loss_vfl_dn_2: 0.3676 (0.3651)  loss_vfl_dn_3: 0.3620 (0.3579)  loss_vfl_dn_4: 0.3563 (0.3553)  loss_vfl_dn_5: 0.3542 (0.3545)  time: 0.4782  data: 0.0138  max mem: 5654
Epoch: [56]  [2300/7393]  eta: 0:41:58  lr: 0.000010  loss: 14.9323 (15.4069)  loss_bbox: 0.1397 (0.1487)  loss_bbox_aux_0: 0.1442 (0.1609)  loss_bbox_aux_1: 0.1468 (0.1537)  loss_bbox_aux_2: 0.1364 (0.1509)  loss_bbox_aux_3: 0.1430 (0.1494)  loss_bbox_aux_4: 0.1397 (0.1485)  loss_bbox_aux_5: 0.1680 (0.1966)  loss_bbox_dn_0: 0.2191 (0.2578)  loss_bbox_dn_1: 0.1612 (0.1877)  loss_bbox_dn_2: 0.1470 (0.1671)  loss_bbox_dn_3: 0.1456 (0.1613)  loss_bbox_dn_4: 0.1436 (0.1599)  loss_bbox_dn_5: 0.1437 (0.1599)  loss_giou: 0.4351 (0.4629)  loss_giou_aux_0: 0.4635 (0.4858)  loss_giou_aux_1: 0.4441 (0.4733)  loss_giou_aux_2: 0.4323 (0.4673)  loss_giou_aux_3: 0.4351 (0.4644)  loss_giou_aux_4: 0.4350 (0.4627)  loss_giou_aux_5: 0.5211 (0.5481)  loss_giou_dn_0: 0.5620 (0.5644)  loss_giou_dn_1: 0.4526 (0.4568)  loss_giou_dn_2: 0.4171 (0.4259)  loss_giou_dn_3: 0.4058 (0.4176)  loss_giou_dn_4: 0.4021 (0.4155)  loss_giou_dn_5: 0.4022 (0.4157)  loss_vfl: 0.6317 (0.6578)  loss_vfl_aux_0: 0.7205 (0.7570)  loss_vfl_aux_1: 0.6668 (0.7098)  loss_vfl_aux_2: 0.6537 (0.6844)  loss_vfl_aux_3: 0.6406 (0.6688)  loss_vfl_aux_4: 0.6320 (0.6619)  loss_vfl_aux_5: 0.7119 (0.7439)  loss_vfl_dn_0: 0.4391 (0.4468)  loss_vfl_dn_1: 0.3769 (0.3810)  loss_vfl_dn_2: 0.3670 (0.3651)  loss_vfl_dn_3: 0.3595 (0.3579)  loss_vfl_dn_4: 0.3574 (0.3553)  loss_vfl_dn_5: 0.3556 (0.3545)  time: 0.4791  data: 0.0136  max mem: 5654
Epoch: [56]  [2400/7393]  eta: 0:41:06  lr: 0.000010  loss: 14.9619 (15.4201)  loss_bbox: 0.1463 (0.1486)  loss_bbox_aux_0: 0.1587 (0.1608)  loss_bbox_aux_1: 0.1489 (0.1536)  loss_bbox_aux_2: 0.1483 (0.1509)  loss_bbox_aux_3: 0.1443 (0.1493)  loss_bbox_aux_4: 0.1440 (0.1485)  loss_bbox_aux_5: 0.1947 (0.1965)  loss_bbox_dn_0: 0.2603 (0.2578)  loss_bbox_dn_1: 0.1894 (0.1878)  loss_bbox_dn_2: 0.1660 (0.1673)  loss_bbox_dn_3: 0.1603 (0.1613)  loss_bbox_dn_4: 0.1609 (0.1599)  loss_bbox_dn_5: 0.1609 (0.1600)  loss_giou: 0.3904 (0.4637)  loss_giou_aux_0: 0.3973 (0.4867)  loss_giou_aux_1: 0.3946 (0.4742)  loss_giou_aux_2: 0.3966 (0.4682)  loss_giou_aux_3: 0.3875 (0.4653)  loss_giou_aux_4: 0.3897 (0.4636)  loss_giou_aux_5: 0.4790 (0.5489)  loss_giou_dn_0: 0.5251 (0.5651)  loss_giou_dn_1: 0.4167 (0.4575)  loss_giou_dn_2: 0.3814 (0.4266)  loss_giou_dn_3: 0.3730 (0.4183)  loss_giou_dn_4: 0.3717 (0.4162)  loss_giou_dn_5: 0.3717 (0.4164)  loss_vfl: 0.6567 (0.6582)  loss_vfl_aux_0: 0.7530 (0.7569)  loss_vfl_aux_1: 0.7062 (0.7101)  loss_vfl_aux_2: 0.6829 (0.6846)  loss_vfl_aux_3: 0.6735 (0.6692)  loss_vfl_aux_4: 0.6743 (0.6624)  loss_vfl_aux_5: 0.7628 (0.7440)  loss_vfl_dn_0: 0.4533 (0.4469)  loss_vfl_dn_1: 0.3850 (0.3812)  loss_vfl_dn_2: 0.3632 (0.3653)  loss_vfl_dn_3: 0.3535 (0.3581)  loss_vfl_dn_4: 0.3517 (0.3555)  loss_vfl_dn_5: 0.3513 (0.3547)  time: 0.4868  data: 0.0147  max mem: 5654
Epoch: [56]  [2500/7393]  eta: 0:40:14  lr: 0.000010  loss: 15.2630 (15.4204)  loss_bbox: 0.1308 (0.1485)  loss_bbox_aux_0: 0.1405 (0.1605)  loss_bbox_aux_1: 0.1351 (0.1533)  loss_bbox_aux_2: 0.1321 (0.1507)  loss_bbox_aux_3: 0.1264 (0.1490)  loss_bbox_aux_4: 0.1308 (0.1483)  loss_bbox_aux_5: 0.1745 (0.1963)  loss_bbox_dn_0: 0.2293 (0.2572)  loss_bbox_dn_1: 0.1541 (0.1873)  loss_bbox_dn_2: 0.1386 (0.1668)  loss_bbox_dn_3: 0.1351 (0.1609)  loss_bbox_dn_4: 0.1345 (0.1595)  loss_bbox_dn_5: 0.1345 (0.1595)  loss_giou: 0.4542 (0.4644)  loss_giou_aux_0: 0.4759 (0.4872)  loss_giou_aux_1: 0.4569 (0.4748)  loss_giou_aux_2: 0.4617 (0.4688)  loss_giou_aux_3: 0.4587 (0.4660)  loss_giou_aux_4: 0.4593 (0.4643)  loss_giou_aux_5: 0.5370 (0.5496)  loss_giou_dn_0: 0.5810 (0.5655)  loss_giou_dn_1: 0.4603 (0.4578)  loss_giou_dn_2: 0.4320 (0.4269)  loss_giou_dn_3: 0.4298 (0.4186)  loss_giou_dn_4: 0.4256 (0.4165)  loss_giou_dn_5: 0.4258 (0.4167)  loss_vfl: 0.6317 (0.6578)  loss_vfl_aux_0: 0.7330 (0.7567)  loss_vfl_aux_1: 0.6735 (0.7101)  loss_vfl_aux_2: 0.6492 (0.6843)  loss_vfl_aux_3: 0.6385 (0.6690)  loss_vfl_aux_4: 0.6259 (0.6619)  loss_vfl_aux_5: 0.7109 (0.7436)  loss_vfl_dn_0: 0.4457 (0.4470)  loss_vfl_dn_1: 0.3874 (0.3813)  loss_vfl_dn_2: 0.3733 (0.3654)  loss_vfl_dn_3: 0.3636 (0.3581)  loss_vfl_dn_4: 0.3621 (0.3556)  loss_vfl_dn_5: 0.3608 (0.3548)  time: 0.4755  data: 0.0140  max mem: 5654
Epoch: [56]  [2600/7393]  eta: 0:39:23  lr: 0.000010  loss: 15.8233 (15.4289)  loss_bbox: 0.1377 (0.1485)  loss_bbox_aux_0: 0.1504 (0.1606)  loss_bbox_aux_1: 0.1546 (0.1535)  loss_bbox_aux_2: 0.1430 (0.1507)  loss_bbox_aux_3: 0.1411 (0.1491)  loss_bbox_aux_4: 0.1419 (0.1483)  loss_bbox_aux_5: 0.1897 (0.1963)  loss_bbox_dn_0: 0.2512 (0.2571)  loss_bbox_dn_1: 0.1905 (0.1873)  loss_bbox_dn_2: 0.1687 (0.1668)  loss_bbox_dn_3: 0.1627 (0.1609)  loss_bbox_dn_4: 0.1601 (0.1595)  loss_bbox_dn_5: 0.1601 (0.1595)  loss_giou: 0.5017 (0.4650)  loss_giou_aux_0: 0.5194 (0.4878)  loss_giou_aux_1: 0.5046 (0.4754)  loss_giou_aux_2: 0.5097 (0.4694)  loss_giou_aux_3: 0.5025 (0.4666)  loss_giou_aux_4: 0.5020 (0.4648)  loss_giou_aux_5: 0.5770 (0.5502)  loss_giou_dn_0: 0.6043 (0.5658)  loss_giou_dn_1: 0.4833 (0.4582)  loss_giou_dn_2: 0.4549 (0.4273)  loss_giou_dn_3: 0.4473 (0.4191)  loss_giou_dn_4: 0.4469 (0.4170)  loss_giou_dn_5: 0.4469 (0.4172)  loss_vfl: 0.6490 (0.6580)  loss_vfl_aux_0: 0.7348 (0.7569)  loss_vfl_aux_1: 0.6858 (0.7100)  loss_vfl_aux_2: 0.6739 (0.6843)  loss_vfl_aux_3: 0.6647 (0.6692)  loss_vfl_aux_4: 0.6611 (0.6623)  loss_vfl_aux_5: 0.7298 (0.7436)  loss_vfl_dn_0: 0.4470 (0.4470)  loss_vfl_dn_1: 0.3875 (0.3814)  loss_vfl_dn_2: 0.3693 (0.3655)  loss_vfl_dn_3: 0.3624 (0.3583)  loss_vfl_dn_4: 0.3610 (0.3557)  loss_vfl_dn_5: 0.3611 (0.3549)  time: 0.4850  data: 0.0142  max mem: 5654
Epoch: [56]  [2700/7393]  eta: 0:38:32  lr: 0.000010  loss: 15.1618 (15.4306)  loss_bbox: 0.1354 (0.1486)  loss_bbox_aux_0: 0.1469 (0.1606)  loss_bbox_aux_1: 0.1342 (0.1535)  loss_bbox_aux_2: 0.1386 (0.1508)  loss_bbox_aux_3: 0.1376 (0.1492)  loss_bbox_aux_4: 0.1375 (0.1484)  loss_bbox_aux_5: 0.1787 (0.1962)  loss_bbox_dn_0: 0.2326 (0.2569)  loss_bbox_dn_1: 0.1638 (0.1871)  loss_bbox_dn_2: 0.1450 (0.1667)  loss_bbox_dn_3: 0.1386 (0.1608)  loss_bbox_dn_4: 0.1360 (0.1594)  loss_bbox_dn_5: 0.1360 (0.1594)  loss_giou: 0.4295 (0.4655)  loss_giou_aux_0: 0.4578 (0.4882)  loss_giou_aux_1: 0.4528 (0.4759)  loss_giou_aux_2: 0.4456 (0.4700)  loss_giou_aux_3: 0.4356 (0.4671)  loss_giou_aux_4: 0.4337 (0.4653)  loss_giou_aux_5: 0.5344 (0.5506)  loss_giou_dn_0: 0.5630 (0.5660)  loss_giou_dn_1: 0.4571 (0.4584)  loss_giou_dn_2: 0.4252 (0.4275)  loss_giou_dn_3: 0.4198 (0.4192)  loss_giou_dn_4: 0.4188 (0.4171)  loss_giou_dn_5: 0.4188 (0.4173)  loss_vfl: 0.6371 (0.6576)  loss_vfl_aux_0: 0.7136 (0.7567)  loss_vfl_aux_1: 0.7037 (0.7098)  loss_vfl_aux_2: 0.6459 (0.6839)  loss_vfl_aux_3: 0.6526 (0.6690)  loss_vfl_aux_4: 0.6390 (0.6619)  loss_vfl_aux_5: 0.7093 (0.7432)  loss_vfl_dn_0: 0.4397 (0.4469)  loss_vfl_dn_1: 0.3831 (0.3814)  loss_vfl_dn_2: 0.3646 (0.3655)  loss_vfl_dn_3: 0.3606 (0.3582)  loss_vfl_dn_4: 0.3576 (0.3557)  loss_vfl_dn_5: 0.3537 (0.3549)  time: 0.4916  data: 0.0140  max mem: 5654
Epoch: [56]  [2800/7393]  eta: 0:37:53  lr: 0.000010  loss: 15.1036 (15.4256)  loss_bbox: 0.1381 (0.1485)  loss_bbox_aux_0: 0.1454 (0.1606)  loss_bbox_aux_1: 0.1411 (0.1535)  loss_bbox_aux_2: 0.1402 (0.1507)  loss_bbox_aux_3: 0.1371 (0.1491)  loss_bbox_aux_4: 0.1387 (0.1483)  loss_bbox_aux_5: 0.1882 (0.1962)  loss_bbox_dn_0: 0.2440 (0.2570)  loss_bbox_dn_1: 0.1812 (0.1872)  loss_bbox_dn_2: 0.1620 (0.1668)  loss_bbox_dn_3: 0.1530 (0.1609)  loss_bbox_dn_4: 0.1534 (0.1595)  loss_bbox_dn_5: 0.1535 (0.1595)  loss_giou: 0.4339 (0.4650)  loss_giou_aux_0: 0.4465 (0.4877)  loss_giou_aux_1: 0.4401 (0.4754)  loss_giou_aux_2: 0.4409 (0.4695)  loss_giou_aux_3: 0.4364 (0.4665)  loss_giou_aux_4: 0.4345 (0.4648)  loss_giou_aux_5: 0.5178 (0.5502)  loss_giou_dn_0: 0.5628 (0.5657)  loss_giou_dn_1: 0.4585 (0.4581)  loss_giou_dn_2: 0.4224 (0.4271)  loss_giou_dn_3: 0.4109 (0.4189)  loss_giou_dn_4: 0.4075 (0.4168)  loss_giou_dn_5: 0.4077 (0.4170)  loss_vfl: 0.6671 (0.6577)  loss_vfl_aux_0: 0.8017 (0.7568)  loss_vfl_aux_1: 0.7106 (0.7098)  loss_vfl_aux_2: 0.6979 (0.6840)  loss_vfl_aux_3: 0.6735 (0.6692)  loss_vfl_aux_4: 0.6682 (0.6619)  loss_vfl_aux_5: 0.7961 (0.7435)  loss_vfl_dn_0: 0.4422 (0.4469)  loss_vfl_dn_1: 0.3785 (0.3814)  loss_vfl_dn_2: 0.3620 (0.3654)  loss_vfl_dn_3: 0.3549 (0.3582)  loss_vfl_dn_4: 0.3534 (0.3557)  loss_vfl_dn_5: 0.3507 (0.3548)  time: 0.8377  data: 0.0149  max mem: 5654
Epoch: [56]  [2900/7393]  eta: 0:37:12  lr: 0.000010  loss: 15.3515 (15.4202)  loss_bbox: 0.1413 (0.1485)  loss_bbox_aux_0: 0.1513 (0.1606)  loss_bbox_aux_1: 0.1459 (0.1535)  loss_bbox_aux_2: 0.1473 (0.1508)  loss_bbox_aux_3: 0.1432 (0.1492)  loss_bbox_aux_4: 0.1404 (0.1484)  loss_bbox_aux_5: 0.1817 (0.1963)  loss_bbox_dn_0: 0.2416 (0.2568)  loss_bbox_dn_1: 0.1803 (0.1871)  loss_bbox_dn_2: 0.1651 (0.1666)  loss_bbox_dn_3: 0.1594 (0.1608)  loss_bbox_dn_4: 0.1539 (0.1594)  loss_bbox_dn_5: 0.1539 (0.1594)  loss_giou: 0.4466 (0.4645)  loss_giou_aux_0: 0.4572 (0.4874)  loss_giou_aux_1: 0.4438 (0.4749)  loss_giou_aux_2: 0.4468 (0.4691)  loss_giou_aux_3: 0.4517 (0.4661)  loss_giou_aux_4: 0.4493 (0.4644)  loss_giou_aux_5: 0.5368 (0.5498)  loss_giou_dn_0: 0.5487 (0.5653)  loss_giou_dn_1: 0.4326 (0.4578)  loss_giou_dn_2: 0.4059 (0.4268)  loss_giou_dn_3: 0.4021 (0.4186)  loss_giou_dn_4: 0.4011 (0.4165)  loss_giou_dn_5: 0.4013 (0.4167)  loss_vfl: 0.6250 (0.6576)  loss_vfl_aux_0: 0.7305 (0.7568)  loss_vfl_aux_1: 0.6747 (0.7098)  loss_vfl_aux_2: 0.6653 (0.6839)  loss_vfl_aux_3: 0.6344 (0.6691)  loss_vfl_aux_4: 0.6285 (0.6618)  loss_vfl_aux_5: 0.7409 (0.7435)  loss_vfl_dn_0: 0.4537 (0.4470)  loss_vfl_dn_1: 0.3844 (0.3813)  loss_vfl_dn_2: 0.3654 (0.3654)  loss_vfl_dn_3: 0.3555 (0.3582)  loss_vfl_dn_4: 0.3525 (0.3556)  loss_vfl_dn_5: 0.3517 (0.3548)  time: 0.4995  data: 0.0141  max mem: 5654
Epoch: [56]  [3000/7393]  eta: 0:36:20  lr: 0.000010  loss: 15.4322 (15.4212)  loss_bbox: 0.1359 (0.1487)  loss_bbox_aux_0: 0.1650 (0.1608)  loss_bbox_aux_1: 0.1565 (0.1537)  loss_bbox_aux_2: 0.1411 (0.1509)  loss_bbox_aux_3: 0.1382 (0.1493)  loss_bbox_aux_4: 0.1356 (0.1485)  loss_bbox_aux_5: 0.1907 (0.1965)  loss_bbox_dn_0: 0.2378 (0.2570)  loss_bbox_dn_1: 0.1678 (0.1872)  loss_bbox_dn_2: 0.1539 (0.1668)  loss_bbox_dn_3: 0.1504 (0.1609)  loss_bbox_dn_4: 0.1471 (0.1595)  loss_bbox_dn_5: 0.1470 (0.1595)  loss_giou: 0.4586 (0.4644)  loss_giou_aux_0: 0.4966 (0.4872)  loss_giou_aux_1: 0.4801 (0.4748)  loss_giou_aux_2: 0.4683 (0.4689)  loss_giou_aux_3: 0.4652 (0.4659)  loss_giou_aux_4: 0.4740 (0.4643)  loss_giou_aux_5: 0.5371 (0.5497)  loss_giou_dn_0: 0.5729 (0.5653)  loss_giou_dn_1: 0.4536 (0.4577)  loss_giou_dn_2: 0.4245 (0.4268)  loss_giou_dn_3: 0.4172 (0.4186)  loss_giou_dn_4: 0.4153 (0.4164)  loss_giou_dn_5: 0.4153 (0.4166)  loss_vfl: 0.6683 (0.6577)  loss_vfl_aux_0: 0.7564 (0.7566)  loss_vfl_aux_1: 0.7170 (0.7098)  loss_vfl_aux_2: 0.6986 (0.6840)  loss_vfl_aux_3: 0.6781 (0.6693)  loss_vfl_aux_4: 0.6693 (0.6620)  loss_vfl_aux_5: 0.7683 (0.7436)  loss_vfl_dn_0: 0.4506 (0.4470)  loss_vfl_dn_1: 0.3832 (0.3813)  loss_vfl_dn_2: 0.3697 (0.3654)  loss_vfl_dn_3: 0.3619 (0.3581)  loss_vfl_dn_4: 0.3592 (0.3556)  loss_vfl_dn_5: 0.3593 (0.3548)  time: 0.4804  data: 0.0140  max mem: 5654
Epoch: [56]  [3100/7393]  eta: 0:35:28  lr: 0.000010  loss: 14.9820 (15.4236)  loss_bbox: 0.1354 (0.1488)  loss_bbox_aux_0: 0.1512 (0.1609)  loss_bbox_aux_1: 0.1466 (0.1539)  loss_bbox_aux_2: 0.1399 (0.1511)  loss_bbox_aux_3: 0.1387 (0.1494)  loss_bbox_aux_4: 0.1352 (0.1486)  loss_bbox_aux_5: 0.1773 (0.1965)  loss_bbox_dn_0: 0.2318 (0.2570)  loss_bbox_dn_1: 0.1688 (0.1873)  loss_bbox_dn_2: 0.1524 (0.1668)  loss_bbox_dn_3: 0.1492 (0.1610)  loss_bbox_dn_4: 0.1478 (0.1596)  loss_bbox_dn_5: 0.1478 (0.1596)  loss_giou: 0.4360 (0.4645)  loss_giou_aux_0: 0.4782 (0.4874)  loss_giou_aux_1: 0.4521 (0.4749)  loss_giou_aux_2: 0.4413 (0.4691)  loss_giou_aux_3: 0.4378 (0.4660)  loss_giou_aux_4: 0.4347 (0.4644)  loss_giou_aux_5: 0.5347 (0.5498)  loss_giou_dn_0: 0.5565 (0.5653)  loss_giou_dn_1: 0.4498 (0.4577)  loss_giou_dn_2: 0.4174 (0.4268)  loss_giou_dn_3: 0.4071 (0.4186)  loss_giou_dn_4: 0.4045 (0.4165)  loss_giou_dn_5: 0.4045 (0.4167)  loss_vfl: 0.6413 (0.6577)  loss_vfl_aux_0: 0.7206 (0.7566)  loss_vfl_aux_1: 0.6970 (0.7097)  loss_vfl_aux_2: 0.6675 (0.6839)  loss_vfl_aux_3: 0.6560 (0.6693)  loss_vfl_aux_4: 0.6592 (0.6619)  loss_vfl_aux_5: 0.7336 (0.7437)  loss_vfl_dn_0: 0.4440 (0.4470)  loss_vfl_dn_1: 0.3821 (0.3814)  loss_vfl_dn_2: 0.3633 (0.3654)  loss_vfl_dn_3: 0.3575 (0.3582)  loss_vfl_dn_4: 0.3560 (0.3556)  loss_vfl_dn_5: 0.3547 (0.3549)  time: 0.4808  data: 0.0142  max mem: 5654
Epoch: [56]  [3200/7393]  eta: 0:34:45  lr: 0.000010  loss: 15.3326 (15.4221)  loss_bbox: 0.1409 (0.1487)  loss_bbox_aux_0: 0.1565 (0.1608)  loss_bbox_aux_1: 0.1403 (0.1537)  loss_bbox_aux_2: 0.1375 (0.1510)  loss_bbox_aux_3: 0.1438 (0.1493)  loss_bbox_aux_4: 0.1436 (0.1485)  loss_bbox_aux_5: 0.1849 (0.1964)  loss_bbox_dn_0: 0.2079 (0.2565)  loss_bbox_dn_1: 0.1608 (0.1869)  loss_bbox_dn_2: 0.1406 (0.1665)  loss_bbox_dn_3: 0.1344 (0.1606)  loss_bbox_dn_4: 0.1294 (0.1592)  loss_bbox_dn_5: 0.1294 (0.1592)  loss_giou: 0.4450 (0.4650)  loss_giou_aux_0: 0.4661 (0.4879)  loss_giou_aux_1: 0.4496 (0.4753)  loss_giou_aux_2: 0.4471 (0.4695)  loss_giou_aux_3: 0.4515 (0.4665)  loss_giou_aux_4: 0.4449 (0.4649)  loss_giou_aux_5: 0.5320 (0.5503)  loss_giou_dn_0: 0.5386 (0.5654)  loss_giou_dn_1: 0.4331 (0.4579)  loss_giou_dn_2: 0.4072 (0.4270)  loss_giou_dn_3: 0.4050 (0.4188)  loss_giou_dn_4: 0.4041 (0.4167)  loss_giou_dn_5: 0.4039 (0.4169)  loss_vfl: 0.6667 (0.6574)  loss_vfl_aux_0: 0.7434 (0.7561)  loss_vfl_aux_1: 0.7130 (0.7095)  loss_vfl_aux_2: 0.6826 (0.6835)  loss_vfl_aux_3: 0.6765 (0.6689)  loss_vfl_aux_4: 0.6735 (0.6616)  loss_vfl_aux_5: 0.7220 (0.7432)  loss_vfl_dn_0: 0.4511 (0.4470)  loss_vfl_dn_1: 0.3858 (0.3814)  loss_vfl_dn_2: 0.3713 (0.3655)  loss_vfl_dn_3: 0.3641 (0.3582)  loss_vfl_dn_4: 0.3613 (0.3557)  loss_vfl_dn_5: 0.3585 (0.3549)  time: 0.7773  data: 0.0144  max mem: 5654
Epoch: [56]  [3300/7393]  eta: 0:33:53  lr: 0.000010  loss: 15.2845 (15.4159)  loss_bbox: 0.1308 (0.1487)  loss_bbox_aux_0: 0.1356 (0.1609)  loss_bbox_aux_1: 0.1256 (0.1536)  loss_bbox_aux_2: 0.1229 (0.1509)  loss_bbox_aux_3: 0.1285 (0.1493)  loss_bbox_aux_4: 0.1308 (0.1485)  loss_bbox_aux_5: 0.1729 (0.1964)  loss_bbox_dn_0: 0.2525 (0.2566)  loss_bbox_dn_1: 0.1664 (0.1870)  loss_bbox_dn_2: 0.1448 (0.1665)  loss_bbox_dn_3: 0.1423 (0.1607)  loss_bbox_dn_4: 0.1412 (0.1593)  loss_bbox_dn_5: 0.1412 (0.1593)  loss_giou: 0.4674 (0.4645)  loss_giou_aux_0: 0.4869 (0.4874)  loss_giou_aux_1: 0.4724 (0.4747)  loss_giou_aux_2: 0.4668 (0.4689)  loss_giou_aux_3: 0.4674 (0.4659)  loss_giou_aux_4: 0.4713 (0.4643)  loss_giou_aux_5: 0.5460 (0.5498)  loss_giou_dn_0: 0.5410 (0.5650)  loss_giou_dn_1: 0.4415 (0.4574)  loss_giou_dn_2: 0.4090 (0.4265)  loss_giou_dn_3: 0.4043 (0.4183)  loss_giou_dn_4: 0.4036 (0.4162)  loss_giou_dn_5: 0.4036 (0.4164)  loss_vfl: 0.6295 (0.6574)  loss_vfl_aux_0: 0.7242 (0.7560)  loss_vfl_aux_1: 0.6827 (0.7096)  loss_vfl_aux_2: 0.6515 (0.6839)  loss_vfl_aux_3: 0.6546 (0.6691)  loss_vfl_aux_4: 0.6296 (0.6617)  loss_vfl_aux_5: 0.7312 (0.7432)  loss_vfl_dn_0: 0.4351 (0.4470)  loss_vfl_dn_1: 0.3781 (0.3813)  loss_vfl_dn_2: 0.3630 (0.3654)  loss_vfl_dn_3: 0.3569 (0.3581)  loss_vfl_dn_4: 0.3552 (0.3556)  loss_vfl_dn_5: 0.3549 (0.3548)  time: 0.4775  data: 0.0140  max mem: 5654
Epoch: [56]  [3400/7393]  eta: 0:33:02  lr: 0.000010  loss: 15.5625 (15.4160)  loss_bbox: 0.1429 (0.1486)  loss_bbox_aux_0: 0.1640 (0.1609)  loss_bbox_aux_1: 0.1519 (0.1536)  loss_bbox_aux_2: 0.1486 (0.1509)  loss_bbox_aux_3: 0.1430 (0.1492)  loss_bbox_aux_4: 0.1429 (0.1485)  loss_bbox_aux_5: 0.1978 (0.1964)  loss_bbox_dn_0: 0.2731 (0.2567)  loss_bbox_dn_1: 0.1879 (0.1870)  loss_bbox_dn_2: 0.1652 (0.1665)  loss_bbox_dn_3: 0.1624 (0.1607)  loss_bbox_dn_4: 0.1610 (0.1593)  loss_bbox_dn_5: 0.1611 (0.1593)  loss_giou: 0.4758 (0.4643)  loss_giou_aux_0: 0.5061 (0.4874)  loss_giou_aux_1: 0.4868 (0.4746)  loss_giou_aux_2: 0.4769 (0.4688)  loss_giou_aux_3: 0.4808 (0.4658)  loss_giou_aux_4: 0.4741 (0.4642)  loss_giou_aux_5: 0.5525 (0.5499)  loss_giou_dn_0: 0.5835 (0.5651)  loss_giou_dn_1: 0.4689 (0.4575)  loss_giou_dn_2: 0.4510 (0.4265)  loss_giou_dn_3: 0.4435 (0.4183)  loss_giou_dn_4: 0.4410 (0.4162)  loss_giou_dn_5: 0.4411 (0.4164)  loss_vfl: 0.6467 (0.6575)  loss_vfl_aux_0: 0.7432 (0.7557)  loss_vfl_aux_1: 0.7136 (0.7098)  loss_vfl_aux_2: 0.6873 (0.6839)  loss_vfl_aux_3: 0.6622 (0.6693)  loss_vfl_aux_4: 0.6565 (0.6619)  loss_vfl_aux_5: 0.7118 (0.7430)  loss_vfl_dn_0: 0.4411 (0.4470)  loss_vfl_dn_1: 0.3809 (0.3813)  loss_vfl_dn_2: 0.3664 (0.3654)  loss_vfl_dn_3: 0.3606 (0.3582)  loss_vfl_dn_4: 0.3578 (0.3556)  loss_vfl_dn_5: 0.3565 (0.3548)  time: 0.4797  data: 0.0141  max mem: 5654
Epoch: [56]  [3500/7393]  eta: 0:32:11  lr: 0.000010  loss: 15.1173 (15.4221)  loss_bbox: 0.1476 (0.1488)  loss_bbox_aux_0: 0.1567 (0.1611)  loss_bbox_aux_1: 0.1524 (0.1538)  loss_bbox_aux_2: 0.1522 (0.1511)  loss_bbox_aux_3: 0.1494 (0.1494)  loss_bbox_aux_4: 0.1466 (0.1486)  loss_bbox_aux_5: 0.1972 (0.1966)  loss_bbox_dn_0: 0.2590 (0.2569)  loss_bbox_dn_1: 0.1900 (0.1872)  loss_bbox_dn_2: 0.1668 (0.1667)  loss_bbox_dn_3: 0.1597 (0.1609)  loss_bbox_dn_4: 0.1613 (0.1595)  loss_bbox_dn_5: 0.1614 (0.1595)  loss_giou: 0.4317 (0.4646)  loss_giou_aux_0: 0.4652 (0.4877)  loss_giou_aux_1: 0.4594 (0.4749)  loss_giou_aux_2: 0.4368 (0.4691)  loss_giou_aux_3: 0.4491 (0.4661)  loss_giou_aux_4: 0.4303 (0.4645)  loss_giou_aux_5: 0.5182 (0.5502)  loss_giou_dn_0: 0.5438 (0.5653)  loss_giou_dn_1: 0.4546 (0.4577)  loss_giou_dn_2: 0.4283 (0.4267)  loss_giou_dn_3: 0.4163 (0.4185)  loss_giou_dn_4: 0.4142 (0.4164)  loss_giou_dn_5: 0.4142 (0.4166)  loss_vfl: 0.6415 (0.6577)  loss_vfl_aux_0: 0.7243 (0.7555)  loss_vfl_aux_1: 0.6876 (0.7097)  loss_vfl_aux_2: 0.6752 (0.6840)  loss_vfl_aux_3: 0.6663 (0.6695)  loss_vfl_aux_4: 0.6483 (0.6621)  loss_vfl_aux_5: 0.7210 (0.7428)  loss_vfl_dn_0: 0.4413 (0.4470)  loss_vfl_dn_1: 0.3751 (0.3814)  loss_vfl_dn_2: 0.3619 (0.3655)  loss_vfl_dn_3: 0.3515 (0.3582)  loss_vfl_dn_4: 0.3532 (0.3556)  loss_vfl_dn_5: 0.3533 (0.3549)  time: 0.4700  data: 0.0140  max mem: 5654
Epoch: [56]  [3600/7393]  eta: 0:31:20  lr: 0.000010  loss: 15.8356 (15.4190)  loss_bbox: 0.1379 (0.1487)  loss_bbox_aux_0: 0.1541 (0.1611)  loss_bbox_aux_1: 0.1438 (0.1537)  loss_bbox_aux_2: 0.1456 (0.1510)  loss_bbox_aux_3: 0.1401 (0.1493)  loss_bbox_aux_4: 0.1366 (0.1485)  loss_bbox_aux_5: 0.1818 (0.1965)  loss_bbox_dn_0: 0.2267 (0.2567)  loss_bbox_dn_1: 0.1553 (0.1871)  loss_bbox_dn_2: 0.1384 (0.1666)  loss_bbox_dn_3: 0.1339 (0.1608)  loss_bbox_dn_4: 0.1349 (0.1594)  loss_bbox_dn_5: 0.1349 (0.1594)  loss_giou: 0.4960 (0.4645)  loss_giou_aux_0: 0.5122 (0.4876)  loss_giou_aux_1: 0.4963 (0.4748)  loss_giou_aux_2: 0.4951 (0.4690)  loss_giou_aux_3: 0.4889 (0.4660)  loss_giou_aux_4: 0.4925 (0.4643)  loss_giou_aux_5: 0.5869 (0.5501)  loss_giou_dn_0: 0.5797 (0.5652)  loss_giou_dn_1: 0.4661 (0.4576)  loss_giou_dn_2: 0.4367 (0.4267)  loss_giou_dn_3: 0.4264 (0.4185)  loss_giou_dn_4: 0.4222 (0.4163)  loss_giou_dn_5: 0.4223 (0.4165)  loss_vfl: 0.6724 (0.6576)  loss_vfl_aux_0: 0.7543 (0.7553)  loss_vfl_aux_1: 0.7204 (0.7095)  loss_vfl_aux_2: 0.6867 (0.6838)  loss_vfl_aux_3: 0.6730 (0.6694)  loss_vfl_aux_4: 0.6674 (0.6620)  loss_vfl_aux_5: 0.7506 (0.7426)  loss_vfl_dn_0: 0.4499 (0.4470)  loss_vfl_dn_1: 0.3862 (0.3813)  loss_vfl_dn_2: 0.3772 (0.3654)  loss_vfl_dn_3: 0.3695 (0.3582)  loss_vfl_dn_4: 0.3676 (0.3556)  loss_vfl_dn_5: 0.3676 (0.3549)  time: 0.4878  data: 0.0139  max mem: 5654
Epoch: [56]  [3700/7393]  eta: 0:30:30  lr: 0.000010  loss: 14.5030 (15.4156)  loss_bbox: 0.1420 (0.1488)  loss_bbox_aux_0: 0.1573 (0.1612)  loss_bbox_aux_1: 0.1473 (0.1538)  loss_bbox_aux_2: 0.1326 (0.1511)  loss_bbox_aux_3: 0.1382 (0.1494)  loss_bbox_aux_4: 0.1460 (0.1486)  loss_bbox_aux_5: 0.1860 (0.1966)  loss_bbox_dn_0: 0.2326 (0.2570)  loss_bbox_dn_1: 0.1641 (0.1873)  loss_bbox_dn_2: 0.1463 (0.1668)  loss_bbox_dn_3: 0.1422 (0.1610)  loss_bbox_dn_4: 0.1409 (0.1596)  loss_bbox_dn_5: 0.1418 (0.1596)  loss_giou: 0.4011 (0.4641)  loss_giou_aux_0: 0.4502 (0.4873)  loss_giou_aux_1: 0.4142 (0.4745)  loss_giou_aux_2: 0.4101 (0.4686)  loss_giou_aux_3: 0.4112 (0.4656)  loss_giou_aux_4: 0.4057 (0.4639)  loss_giou_aux_5: 0.5025 (0.5497)  loss_giou_dn_0: 0.5097 (0.5649)  loss_giou_dn_1: 0.4056 (0.4573)  loss_giou_dn_2: 0.3676 (0.4264)  loss_giou_dn_3: 0.3626 (0.4182)  loss_giou_dn_4: 0.3595 (0.4161)  loss_giou_dn_5: 0.3597 (0.4163)  loss_vfl: 0.6184 (0.6576)  loss_vfl_aux_0: 0.7224 (0.7553)  loss_vfl_aux_1: 0.7001 (0.7095)  loss_vfl_aux_2: 0.6637 (0.6838)  loss_vfl_aux_3: 0.6353 (0.6694)  loss_vfl_aux_4: 0.6219 (0.6620)  loss_vfl_aux_5: 0.7373 (0.7427)  loss_vfl_dn_0: 0.4374 (0.4469)  loss_vfl_dn_1: 0.3671 (0.3813)  loss_vfl_dn_2: 0.3532 (0.3653)  loss_vfl_dn_3: 0.3450 (0.3581)  loss_vfl_dn_4: 0.3421 (0.3555)  loss_vfl_dn_5: 0.3406 (0.3548)  time: 0.4872  data: 0.0140  max mem: 5654
Epoch: [56]  [3800/7393]  eta: 0:29:39  lr: 0.000010  loss: 15.7457 (15.4175)  loss_bbox: 0.1352 (0.1488)  loss_bbox_aux_0: 0.1502 (0.1613)  loss_bbox_aux_1: 0.1422 (0.1539)  loss_bbox_aux_2: 0.1378 (0.1511)  loss_bbox_aux_3: 0.1396 (0.1494)  loss_bbox_aux_4: 0.1367 (0.1486)  loss_bbox_aux_5: 0.1902 (0.1968)  loss_bbox_dn_0: 0.2445 (0.2573)  loss_bbox_dn_1: 0.1776 (0.1875)  loss_bbox_dn_2: 0.1557 (0.1670)  loss_bbox_dn_3: 0.1541 (0.1612)  loss_bbox_dn_4: 0.1527 (0.1597)  loss_bbox_dn_5: 0.1528 (0.1598)  loss_giou: 0.4356 (0.4639)  loss_giou_aux_0: 0.4516 (0.4871)  loss_giou_aux_1: 0.4406 (0.4742)  loss_giou_aux_2: 0.4318 (0.4684)  loss_giou_aux_3: 0.4335 (0.4654)  loss_giou_aux_4: 0.4353 (0.4637)  loss_giou_aux_5: 0.5280 (0.5495)  loss_giou_dn_0: 0.5590 (0.5649)  loss_giou_dn_1: 0.4616 (0.4573)  loss_giou_dn_2: 0.4289 (0.4263)  loss_giou_dn_3: 0.4183 (0.4181)  loss_giou_dn_4: 0.4141 (0.4160)  loss_giou_dn_5: 0.4148 (0.4162)  loss_vfl: 0.6195 (0.6577)  loss_vfl_aux_0: 0.7099 (0.7555)  loss_vfl_aux_1: 0.6691 (0.7097)  loss_vfl_aux_2: 0.6432 (0.6840)  loss_vfl_aux_3: 0.6295 (0.6696)  loss_vfl_aux_4: 0.6300 (0.6622)  loss_vfl_aux_5: 0.7026 (0.7432)  loss_vfl_dn_0: 0.4446 (0.4470)  loss_vfl_dn_1: 0.3843 (0.3813)  loss_vfl_dn_2: 0.3639 (0.3654)  loss_vfl_dn_3: 0.3597 (0.3582)  loss_vfl_dn_4: 0.3546 (0.3556)  loss_vfl_dn_5: 0.3549 (0.3548)  time: 0.4707  data: 0.0142  max mem: 5654
Epoch: [56]  [3900/7393]  eta: 0:28:48  lr: 0.000010  loss: 15.3413 (15.4232)  loss_bbox: 0.1421 (0.1489)  loss_bbox_aux_0: 0.1564 (0.1614)  loss_bbox_aux_1: 0.1545 (0.1540)  loss_bbox_aux_2: 0.1496 (0.1512)  loss_bbox_aux_3: 0.1528 (0.1496)  loss_bbox_aux_4: 0.1452 (0.1487)  loss_bbox_aux_5: 0.1945 (0.1968)  loss_bbox_dn_0: 0.2623 (0.2572)  loss_bbox_dn_1: 0.2013 (0.1875)  loss_bbox_dn_2: 0.1752 (0.1670)  loss_bbox_dn_3: 0.1707 (0.1612)  loss_bbox_dn_4: 0.1701 (0.1598)  loss_bbox_dn_5: 0.1703 (0.1598)  loss_giou: 0.4568 (0.4643)  loss_giou_aux_0: 0.4764 (0.4874)  loss_giou_aux_1: 0.4625 (0.4745)  loss_giou_aux_2: 0.4663 (0.4688)  loss_giou_aux_3: 0.4640 (0.4658)  loss_giou_aux_4: 0.4570 (0.4641)  loss_giou_aux_5: 0.5322 (0.5498)  loss_giou_dn_0: 0.5529 (0.5651)  loss_giou_dn_1: 0.4510 (0.4575)  loss_giou_dn_2: 0.4238 (0.4266)  loss_giou_dn_3: 0.4126 (0.4183)  loss_giou_dn_4: 0.4091 (0.4162)  loss_giou_dn_5: 0.4092 (0.4164)  loss_vfl: 0.6401 (0.6578)  loss_vfl_aux_0: 0.7395 (0.7557)  loss_vfl_aux_1: 0.7035 (0.7099)  loss_vfl_aux_2: 0.6756 (0.6841)  loss_vfl_aux_3: 0.6575 (0.6697)  loss_vfl_aux_4: 0.6491 (0.6623)  loss_vfl_aux_5: 0.7385 (0.7432)  loss_vfl_dn_0: 0.4508 (0.4470)  loss_vfl_dn_1: 0.3867 (0.3814)  loss_vfl_dn_2: 0.3700 (0.3655)  loss_vfl_dn_3: 0.3615 (0.3582)  loss_vfl_dn_4: 0.3589 (0.3557)  loss_vfl_dn_5: 0.3598 (0.3549)  time: 0.4962  data: 0.0140  max mem: 5654
Epoch: [56]  [4000/7393]  eta: 0:27:58  lr: 0.000010  loss: 15.0750 (15.4257)  loss_bbox: 0.1350 (0.1491)  loss_bbox_aux_0: 0.1443 (0.1616)  loss_bbox_aux_1: 0.1329 (0.1541)  loss_bbox_aux_2: 0.1279 (0.1514)  loss_bbox_aux_3: 0.1269 (0.1497)  loss_bbox_aux_4: 0.1283 (0.1489)  loss_bbox_aux_5: 0.1716 (0.1969)  loss_bbox_dn_0: 0.2327 (0.2576)  loss_bbox_dn_1: 0.1638 (0.1877)  loss_bbox_dn_2: 0.1431 (0.1672)  loss_bbox_dn_3: 0.1411 (0.1614)  loss_bbox_dn_4: 0.1409 (0.1600)  loss_bbox_dn_5: 0.1409 (0.1600)  loss_giou: 0.4658 (0.4641)  loss_giou_aux_0: 0.4933 (0.4873)  loss_giou_aux_1: 0.4734 (0.4744)  loss_giou_aux_2: 0.4698 (0.4687)  loss_giou_aux_3: 0.4700 (0.4656)  loss_giou_aux_4: 0.4694 (0.4639)  loss_giou_aux_5: 0.5640 (0.5496)  loss_giou_dn_0: 0.5766 (0.5650)  loss_giou_dn_1: 0.4589 (0.4573)  loss_giou_dn_2: 0.4288 (0.4264)  loss_giou_dn_3: 0.4223 (0.4182)  loss_giou_dn_4: 0.4212 (0.4160)  loss_giou_dn_5: 0.4217 (0.4162)  loss_vfl: 0.6578 (0.6581)  loss_vfl_aux_0: 0.7479 (0.7560)  loss_vfl_aux_1: 0.7021 (0.7101)  loss_vfl_aux_2: 0.6789 (0.6844)  loss_vfl_aux_3: 0.6618 (0.6700)  loss_vfl_aux_4: 0.6595 (0.6626)  loss_vfl_aux_5: 0.7323 (0.7437)  loss_vfl_dn_0: 0.4476 (0.4470)  loss_vfl_dn_1: 0.3822 (0.3814)  loss_vfl_dn_2: 0.3693 (0.3655)  loss_vfl_dn_3: 0.3638 (0.3582)  loss_vfl_dn_4: 0.3588 (0.3557)  loss_vfl_dn_5: 0.3569 (0.3549)  time: 0.4783  data: 0.0138  max mem: 5654
Epoch: [56]  [4100/7393]  eta: 0:27:08  lr: 0.000010  loss: 15.2194 (15.4285)  loss_bbox: 0.1442 (0.1491)  loss_bbox_aux_0: 0.1605 (0.1616)  loss_bbox_aux_1: 0.1471 (0.1541)  loss_bbox_aux_2: 0.1498 (0.1513)  loss_bbox_aux_3: 0.1451 (0.1496)  loss_bbox_aux_4: 0.1464 (0.1489)  loss_bbox_aux_5: 0.2013 (0.1969)  loss_bbox_dn_0: 0.2657 (0.2576)  loss_bbox_dn_1: 0.1888 (0.1878)  loss_bbox_dn_2: 0.1743 (0.1673)  loss_bbox_dn_3: 0.1681 (0.1615)  loss_bbox_dn_4: 0.1665 (0.1600)  loss_bbox_dn_5: 0.1665 (0.1601)  loss_giou: 0.4476 (0.4641)  loss_giou_aux_0: 0.4691 (0.4873)  loss_giou_aux_1: 0.4515 (0.4744)  loss_giou_aux_2: 0.4420 (0.4686)  loss_giou_aux_3: 0.4405 (0.4656)  loss_giou_aux_4: 0.4472 (0.4639)  loss_giou_aux_5: 0.5111 (0.5496)  loss_giou_dn_0: 0.5641 (0.5650)  loss_giou_dn_1: 0.4522 (0.4574)  loss_giou_dn_2: 0.4102 (0.4265)  loss_giou_dn_3: 0.4011 (0.4183)  loss_giou_dn_4: 0.4007 (0.4162)  loss_giou_dn_5: 0.4007 (0.4163)  loss_vfl: 0.6509 (0.6583)  loss_vfl_aux_0: 0.7548 (0.7562)  loss_vfl_aux_1: 0.7206 (0.7104)  loss_vfl_aux_2: 0.6832 (0.6846)  loss_vfl_aux_3: 0.6716 (0.6702)  loss_vfl_aux_4: 0.6552 (0.6628)  loss_vfl_aux_5: 0.7477 (0.7440)  loss_vfl_dn_0: 0.4484 (0.4471)  loss_vfl_dn_1: 0.3768 (0.3815)  loss_vfl_dn_2: 0.3596 (0.3655)  loss_vfl_dn_3: 0.3534 (0.3583)  loss_vfl_dn_4: 0.3501 (0.3557)  loss_vfl_dn_5: 0.3511 (0.3550)  time: 0.4778  data: 0.0138  max mem: 5654
Epoch: [56]  [4200/7393]  eta: 0:26:17  lr: 0.000010  loss: 15.2778 (15.4287)  loss_bbox: 0.1368 (0.1491)  loss_bbox_aux_0: 0.1531 (0.1617)  loss_bbox_aux_1: 0.1486 (0.1541)  loss_bbox_aux_2: 0.1366 (0.1514)  loss_bbox_aux_3: 0.1350 (0.1497)  loss_bbox_aux_4: 0.1368 (0.1489)  loss_bbox_aux_5: 0.1819 (0.1971)  loss_bbox_dn_0: 0.2342 (0.2578)  loss_bbox_dn_1: 0.1748 (0.1879)  loss_bbox_dn_2: 0.1578 (0.1675)  loss_bbox_dn_3: 0.1422 (0.1616)  loss_bbox_dn_4: 0.1389 (0.1602)  loss_bbox_dn_5: 0.1389 (0.1602)  loss_giou: 0.4486 (0.4639)  loss_giou_aux_0: 0.4779 (0.4872)  loss_giou_aux_1: 0.4694 (0.4742)  loss_giou_aux_2: 0.4535 (0.4685)  loss_giou_aux_3: 0.4503 (0.4654)  loss_giou_aux_4: 0.4513 (0.4637)  loss_giou_aux_5: 0.5452 (0.5494)  loss_giou_dn_0: 0.5631 (0.5649)  loss_giou_dn_1: 0.4478 (0.4573)  loss_giou_dn_2: 0.4243 (0.4264)  loss_giou_dn_3: 0.4182 (0.4182)  loss_giou_dn_4: 0.4153 (0.4161)  loss_giou_dn_5: 0.4152 (0.4163)  loss_vfl: 0.6751 (0.6584)  loss_vfl_aux_0: 0.7882 (0.7563)  loss_vfl_aux_1: 0.7648 (0.7105)  loss_vfl_aux_2: 0.7326 (0.6846)  loss_vfl_aux_3: 0.7052 (0.6703)  loss_vfl_aux_4: 0.6725 (0.6629)  loss_vfl_aux_5: 0.7463 (0.7441)  loss_vfl_dn_0: 0.4552 (0.4471)  loss_vfl_dn_1: 0.3860 (0.3814)  loss_vfl_dn_2: 0.3714 (0.3655)  loss_vfl_dn_3: 0.3630 (0.3582)  loss_vfl_dn_4: 0.3602 (0.3557)  loss_vfl_dn_5: 0.3594 (0.3549)  time: 0.4889  data: 0.0145  max mem: 5654
Epoch: [56]  [4300/7393]  eta: 0:25:27  lr: 0.000010  loss: 15.0834 (15.4229)  loss_bbox: 0.1469 (0.1491)  loss_bbox_aux_0: 0.1565 (0.1617)  loss_bbox_aux_1: 0.1411 (0.1541)  loss_bbox_aux_2: 0.1408 (0.1514)  loss_bbox_aux_3: 0.1475 (0.1497)  loss_bbox_aux_4: 0.1469 (0.1490)  loss_bbox_aux_5: 0.1875 (0.1971)  loss_bbox_dn_0: 0.2366 (0.2579)  loss_bbox_dn_1: 0.1793 (0.1880)  loss_bbox_dn_2: 0.1609 (0.1675)  loss_bbox_dn_3: 0.1571 (0.1616)  loss_bbox_dn_4: 0.1552 (0.1602)  loss_bbox_dn_5: 0.1552 (0.1602)  loss_giou: 0.4377 (0.4635)  loss_giou_aux_0: 0.4669 (0.4868)  loss_giou_aux_1: 0.4562 (0.4738)  loss_giou_aux_2: 0.4523 (0.4681)  loss_giou_aux_3: 0.4435 (0.4650)  loss_giou_aux_4: 0.4418 (0.4634)  loss_giou_aux_5: 0.5295 (0.5491)  loss_giou_dn_0: 0.5593 (0.5646)  loss_giou_dn_1: 0.4513 (0.4571)  loss_giou_dn_2: 0.4210 (0.4262)  loss_giou_dn_3: 0.4146 (0.4179)  loss_giou_dn_4: 0.4120 (0.4158)  loss_giou_dn_5: 0.4128 (0.4160)  loss_vfl: 0.6557 (0.6581)  loss_vfl_aux_0: 0.7580 (0.7562)  loss_vfl_aux_1: 0.6995 (0.7103)  loss_vfl_aux_2: 0.6939 (0.6844)  loss_vfl_aux_3: 0.6698 (0.6700)  loss_vfl_aux_4: 0.6444 (0.6625)  loss_vfl_aux_5: 0.7421 (0.7440)  loss_vfl_dn_0: 0.4427 (0.4471)  loss_vfl_dn_1: 0.3817 (0.3813)  loss_vfl_dn_2: 0.3665 (0.3654)  loss_vfl_dn_3: 0.3612 (0.3582)  loss_vfl_dn_4: 0.3585 (0.3556)  loss_vfl_dn_5: 0.3598 (0.3548)  time: 0.4762  data: 0.0140  max mem: 5654
Epoch: [56]  [4400/7393]  eta: 0:24:36  lr: 0.000010  loss: 15.4772 (15.4242)  loss_bbox: 0.1582 (0.1493)  loss_bbox_aux_0: 0.1493 (0.1617)  loss_bbox_aux_1: 0.1555 (0.1542)  loss_bbox_aux_2: 0.1463 (0.1515)  loss_bbox_aux_3: 0.1557 (0.1499)  loss_bbox_aux_4: 0.1558 (0.1491)  loss_bbox_aux_5: 0.1994 (0.1973)  loss_bbox_dn_0: 0.2476 (0.2579)  loss_bbox_dn_1: 0.1848 (0.1880)  loss_bbox_dn_2: 0.1685 (0.1676)  loss_bbox_dn_3: 0.1599 (0.1617)  loss_bbox_dn_4: 0.1568 (0.1602)  loss_bbox_dn_5: 0.1568 (0.1602)  loss_giou: 0.4484 (0.4636)  loss_giou_aux_0: 0.4584 (0.4867)  loss_giou_aux_1: 0.4566 (0.4738)  loss_giou_aux_2: 0.4445 (0.4681)  loss_giou_aux_3: 0.4467 (0.4650)  loss_giou_aux_4: 0.4475 (0.4634)  loss_giou_aux_5: 0.5444 (0.5491)  loss_giou_dn_0: 0.5592 (0.5645)  loss_giou_dn_1: 0.4455 (0.4569)  loss_giou_dn_2: 0.4103 (0.4261)  loss_giou_dn_3: 0.3985 (0.4178)  loss_giou_dn_4: 0.3956 (0.4157)  loss_giou_dn_5: 0.3962 (0.4159)  loss_vfl: 0.6552 (0.6582)  loss_vfl_aux_0: 0.7726 (0.7563)  loss_vfl_aux_1: 0.7287 (0.7104)  loss_vfl_aux_2: 0.7087 (0.6846)  loss_vfl_aux_3: 0.6752 (0.6702)  loss_vfl_aux_4: 0.6626 (0.6626)  loss_vfl_aux_5: 0.7295 (0.7441)  loss_vfl_dn_0: 0.4457 (0.4470)  loss_vfl_dn_1: 0.3858 (0.3813)  loss_vfl_dn_2: 0.3646 (0.3654)  loss_vfl_dn_3: 0.3561 (0.3581)  loss_vfl_dn_4: 0.3538 (0.3556)  loss_vfl_dn_5: 0.3540 (0.3548)  time: 0.4763  data: 0.0143  max mem: 5654
Epoch: [56]  [4500/7393]  eta: 0:23:46  lr: 0.000010  loss: 15.9149 (15.4238)  loss_bbox: 0.1393 (0.1494)  loss_bbox_aux_0: 0.1572 (0.1618)  loss_bbox_aux_1: 0.1446 (0.1543)  loss_bbox_aux_2: 0.1411 (0.1516)  loss_bbox_aux_3: 0.1426 (0.1499)  loss_bbox_aux_4: 0.1401 (0.1492)  loss_bbox_aux_5: 0.2016 (0.1973)  loss_bbox_dn_0: 0.2542 (0.2579)  loss_bbox_dn_1: 0.1837 (0.1880)  loss_bbox_dn_2: 0.1622 (0.1676)  loss_bbox_dn_3: 0.1549 (0.1617)  loss_bbox_dn_4: 0.1459 (0.1603)  loss_bbox_dn_5: 0.1460 (0.1603)  loss_giou: 0.4747 (0.4635)  loss_giou_aux_0: 0.5068 (0.4867)  loss_giou_aux_1: 0.4891 (0.4738)  loss_giou_aux_2: 0.4787 (0.4681)  loss_giou_aux_3: 0.4820 (0.4650)  loss_giou_aux_4: 0.4759 (0.4633)  loss_giou_aux_5: 0.5835 (0.5491)  loss_giou_dn_0: 0.5893 (0.5645)  loss_giou_dn_1: 0.4805 (0.4568)  loss_giou_dn_2: 0.4513 (0.4260)  loss_giou_dn_3: 0.4418 (0.4177)  loss_giou_dn_4: 0.4394 (0.4156)  loss_giou_dn_5: 0.4397 (0.4158)  loss_vfl: 0.6644 (0.6583)  loss_vfl_aux_0: 0.7339 (0.7564)  loss_vfl_aux_1: 0.7062 (0.7103)  loss_vfl_aux_2: 0.6852 (0.6845)  loss_vfl_aux_3: 0.6707 (0.6701)  loss_vfl_aux_4: 0.6775 (0.6627)  loss_vfl_aux_5: 0.7366 (0.7440)  loss_vfl_dn_0: 0.4433 (0.4470)  loss_vfl_dn_1: 0.3874 (0.3813)  loss_vfl_dn_2: 0.3695 (0.3654)  loss_vfl_dn_3: 0.3628 (0.3581)  loss_vfl_dn_4: 0.3632 (0.3556)  loss_vfl_dn_5: 0.3634 (0.3548)  time: 0.4809  data: 0.0142  max mem: 5654
Epoch: [56]  [4600/7393]  eta: 0:22:56  lr: 0.000010  loss: 15.0552 (15.4296)  loss_bbox: 0.1474 (0.1494)  loss_bbox_aux_0: 0.1606 (0.1619)  loss_bbox_aux_1: 0.1466 (0.1544)  loss_bbox_aux_2: 0.1489 (0.1517)  loss_bbox_aux_3: 0.1449 (0.1500)  loss_bbox_aux_4: 0.1474 (0.1493)  loss_bbox_aux_5: 0.2069 (0.1974)  loss_bbox_dn_0: 0.2549 (0.2579)  loss_bbox_dn_1: 0.1802 (0.1880)  loss_bbox_dn_2: 0.1584 (0.1676)  loss_bbox_dn_3: 0.1530 (0.1617)  loss_bbox_dn_4: 0.1516 (0.1603)  loss_bbox_dn_5: 0.1516 (0.1603)  loss_giou: 0.4217 (0.4638)  loss_giou_aux_0: 0.4397 (0.4870)  loss_giou_aux_1: 0.4338 (0.4741)  loss_giou_aux_2: 0.4161 (0.4684)  loss_giou_aux_3: 0.4177 (0.4653)  loss_giou_aux_4: 0.4221 (0.4637)  loss_giou_aux_5: 0.5061 (0.5494)  loss_giou_dn_0: 0.5520 (0.5647)  loss_giou_dn_1: 0.4382 (0.4571)  loss_giou_dn_2: 0.3957 (0.4262)  loss_giou_dn_3: 0.3872 (0.4180)  loss_giou_dn_4: 0.3858 (0.4159)  loss_giou_dn_5: 0.3859 (0.4161)  loss_vfl: 0.6499 (0.6585)  loss_vfl_aux_0: 0.7590 (0.7564)  loss_vfl_aux_1: 0.7243 (0.7104)  loss_vfl_aux_2: 0.6861 (0.6847)  loss_vfl_aux_3: 0.6702 (0.6703)  loss_vfl_aux_4: 0.6543 (0.6629)  loss_vfl_aux_5: 0.7489 (0.7440)  loss_vfl_dn_0: 0.4476 (0.4470)  loss_vfl_dn_1: 0.3748 (0.3814)  loss_vfl_dn_2: 0.3578 (0.3654)  loss_vfl_dn_3: 0.3509 (0.3582)  loss_vfl_dn_4: 0.3445 (0.3556)  loss_vfl_dn_5: 0.3440 (0.3549)  time: 0.4873  data: 0.0140  max mem: 5654
Epoch: [56]  [4700/7393]  eta: 0:22:10  lr: 0.000010  loss: 15.4698 (15.4296)  loss_bbox: 0.1476 (0.1493)  loss_bbox_aux_0: 0.1613 (0.1618)  loss_bbox_aux_1: 0.1458 (0.1543)  loss_bbox_aux_2: 0.1519 (0.1516)  loss_bbox_aux_3: 0.1509 (0.1499)  loss_bbox_aux_4: 0.1486 (0.1492)  loss_bbox_aux_5: 0.1935 (0.1974)  loss_bbox_dn_0: 0.2632 (0.2578)  loss_bbox_dn_1: 0.1898 (0.1880)  loss_bbox_dn_2: 0.1778 (0.1676)  loss_bbox_dn_3: 0.1764 (0.1617)  loss_bbox_dn_4: 0.1721 (0.1603)  loss_bbox_dn_5: 0.1721 (0.1603)  loss_giou: 0.4124 (0.4638)  loss_giou_aux_0: 0.4283 (0.4869)  loss_giou_aux_1: 0.4241 (0.4741)  loss_giou_aux_2: 0.4169 (0.4684)  loss_giou_aux_3: 0.4128 (0.4653)  loss_giou_aux_4: 0.4082 (0.4636)  loss_giou_aux_5: 0.4901 (0.5494)  loss_giou_dn_0: 0.5524 (0.5648)  loss_giou_dn_1: 0.4414 (0.4572)  loss_giou_dn_2: 0.3966 (0.4263)  loss_giou_dn_3: 0.3908 (0.4181)  loss_giou_dn_4: 0.3905 (0.4160)  loss_giou_dn_5: 0.3907 (0.4162)  loss_vfl: 0.6816 (0.6586)  loss_vfl_aux_0: 0.7615 (0.7565)  loss_vfl_aux_1: 0.6948 (0.7104)  loss_vfl_aux_2: 0.6931 (0.6848)  loss_vfl_aux_3: 0.6792 (0.6704)  loss_vfl_aux_4: 0.6849 (0.6630)  loss_vfl_aux_5: 0.7611 (0.7440)  loss_vfl_dn_0: 0.4508 (0.4470)  loss_vfl_dn_1: 0.3890 (0.3814)  loss_vfl_dn_2: 0.3725 (0.3655)  loss_vfl_dn_3: 0.3637 (0.3583)  loss_vfl_dn_4: 0.3637 (0.3557)  loss_vfl_dn_5: 0.3643 (0.3550)  time: 0.7906  data: 0.0139  max mem: 5654
Epoch: [56]  [4800/7393]  eta: 0:21:20  lr: 0.000010  loss: 15.4070 (15.4331)  loss_bbox: 0.1520 (0.1494)  loss_bbox_aux_0: 0.1651 (0.1618)  loss_bbox_aux_1: 0.1569 (0.1544)  loss_bbox_aux_2: 0.1551 (0.1517)  loss_bbox_aux_3: 0.1525 (0.1500)  loss_bbox_aux_4: 0.1502 (0.1493)  loss_bbox_aux_5: 0.1982 (0.1975)  loss_bbox_dn_0: 0.2437 (0.2579)  loss_bbox_dn_1: 0.1805 (0.1880)  loss_bbox_dn_2: 0.1595 (0.1676)  loss_bbox_dn_3: 0.1541 (0.1618)  loss_bbox_dn_4: 0.1526 (0.1603)  loss_bbox_dn_5: 0.1527 (0.1604)  loss_giou: 0.4553 (0.4640)  loss_giou_aux_0: 0.4683 (0.4871)  loss_giou_aux_1: 0.4571 (0.4743)  loss_giou_aux_2: 0.4660 (0.4686)  loss_giou_aux_3: 0.4509 (0.4655)  loss_giou_aux_4: 0.4560 (0.4639)  loss_giou_aux_5: 0.5540 (0.5496)  loss_giou_dn_0: 0.5535 (0.5650)  loss_giou_dn_1: 0.4526 (0.4573)  loss_giou_dn_2: 0.4145 (0.4265)  loss_giou_dn_3: 0.4077 (0.4182)  loss_giou_dn_4: 0.4098 (0.4161)  loss_giou_dn_5: 0.4104 (0.4163)  loss_vfl: 0.6427 (0.6586)  loss_vfl_aux_0: 0.7407 (0.7566)  loss_vfl_aux_1: 0.6844 (0.7104)  loss_vfl_aux_2: 0.6712 (0.6847)  loss_vfl_aux_3: 0.6633 (0.6704)  loss_vfl_aux_4: 0.6554 (0.6630)  loss_vfl_aux_5: 0.7258 (0.7441)  loss_vfl_dn_0: 0.4420 (0.4470)  loss_vfl_dn_1: 0.3740 (0.3815)  loss_vfl_dn_2: 0.3561 (0.3655)  loss_vfl_dn_3: 0.3499 (0.3583)  loss_vfl_dn_4: 0.3468 (0.3557)  loss_vfl_dn_5: 0.3451 (0.3550)  time: 0.4755  data: 0.0141  max mem: 5654
Epoch: [56]  [4900/7393]  eta: 0:20:30  lr: 0.000010  loss: 15.5040 (15.4305)  loss_bbox: 0.1506 (0.1495)  loss_bbox_aux_0: 0.1644 (0.1619)  loss_bbox_aux_1: 0.1570 (0.1544)  loss_bbox_aux_2: 0.1517 (0.1517)  loss_bbox_aux_3: 0.1525 (0.1501)  loss_bbox_aux_4: 0.1509 (0.1493)  loss_bbox_aux_5: 0.1992 (0.1975)  loss_bbox_dn_0: 0.2516 (0.2580)  loss_bbox_dn_1: 0.1899 (0.1881)  loss_bbox_dn_2: 0.1618 (0.1677)  loss_bbox_dn_3: 0.1464 (0.1619)  loss_bbox_dn_4: 0.1454 (0.1604)  loss_bbox_dn_5: 0.1453 (0.1605)  loss_giou: 0.4424 (0.4637)  loss_giou_aux_0: 0.4894 (0.4868)  loss_giou_aux_1: 0.4754 (0.4739)  loss_giou_aux_2: 0.4490 (0.4682)  loss_giou_aux_3: 0.4408 (0.4651)  loss_giou_aux_4: 0.4426 (0.4635)  loss_giou_aux_5: 0.5478 (0.5492)  loss_giou_dn_0: 0.5759 (0.5646)  loss_giou_dn_1: 0.4629 (0.4570)  loss_giou_dn_2: 0.4246 (0.4262)  loss_giou_dn_3: 0.4191 (0.4180)  loss_giou_dn_4: 0.4148 (0.4159)  loss_giou_dn_5: 0.4147 (0.4161)  loss_vfl: 0.6711 (0.6587)  loss_vfl_aux_0: 0.7430 (0.7566)  loss_vfl_aux_1: 0.7238 (0.7105)  loss_vfl_aux_2: 0.6954 (0.6848)  loss_vfl_aux_3: 0.6795 (0.6705)  loss_vfl_aux_4: 0.6776 (0.6631)  loss_vfl_aux_5: 0.7477 (0.7442)  loss_vfl_dn_0: 0.4386 (0.4471)  loss_vfl_dn_1: 0.3793 (0.3814)  loss_vfl_dn_2: 0.3671 (0.3655)  loss_vfl_dn_3: 0.3609 (0.3583)  loss_vfl_dn_4: 0.3582 (0.3557)  loss_vfl_dn_5: 0.3576 (0.3549)  time: 0.4876  data: 0.0144  max mem: 5654
Epoch: [56]  [5000/7393]  eta: 0:19:40  lr: 0.000010  loss: 15.3800 (15.4342)  loss_bbox: 0.1534 (0.1495)  loss_bbox_aux_0: 0.1646 (0.1620)  loss_bbox_aux_1: 0.1548 (0.1545)  loss_bbox_aux_2: 0.1536 (0.1518)  loss_bbox_aux_3: 0.1524 (0.1501)  loss_bbox_aux_4: 0.1535 (0.1494)  loss_bbox_aux_5: 0.2009 (0.1976)  loss_bbox_dn_0: 0.2743 (0.2580)  loss_bbox_dn_1: 0.1971 (0.1882)  loss_bbox_dn_2: 0.1773 (0.1678)  loss_bbox_dn_3: 0.1711 (0.1619)  loss_bbox_dn_4: 0.1706 (0.1605)  loss_bbox_dn_5: 0.1706 (0.1605)  loss_giou: 0.4703 (0.4639)  loss_giou_aux_0: 0.4993 (0.4870)  loss_giou_aux_1: 0.4876 (0.4741)  loss_giou_aux_2: 0.4770 (0.4684)  loss_giou_aux_3: 0.4679 (0.4653)  loss_giou_aux_4: 0.4641 (0.4637)  loss_giou_aux_5: 0.5605 (0.5494)  loss_giou_dn_0: 0.5733 (0.5648)  loss_giou_dn_1: 0.4430 (0.4572)  loss_giou_dn_2: 0.4292 (0.4263)  loss_giou_dn_3: 0.4249 (0.4181)  loss_giou_dn_4: 0.4258 (0.4160)  loss_giou_dn_5: 0.4261 (0.4162)  loss_vfl: 0.6365 (0.6589)  loss_vfl_aux_0: 0.7671 (0.7566)  loss_vfl_aux_1: 0.6969 (0.7106)  loss_vfl_aux_2: 0.6728 (0.6850)  loss_vfl_aux_3: 0.6490 (0.6707)  loss_vfl_aux_4: 0.6449 (0.6633)  loss_vfl_aux_5: 0.7473 (0.7441)  loss_vfl_dn_0: 0.4479 (0.4471)  loss_vfl_dn_1: 0.3863 (0.3814)  loss_vfl_dn_2: 0.3695 (0.3655)  loss_vfl_dn_3: 0.3625 (0.3583)  loss_vfl_dn_4: 0.3610 (0.3557)  loss_vfl_dn_5: 0.3586 (0.3550)  time: 0.4942  data: 0.0143  max mem: 5654
Epoch: [56]  [5100/7393]  eta: 0:18:51  lr: 0.000010  loss: 15.3238 (15.4370)  loss_bbox: 0.1548 (0.1497)  loss_bbox_aux_0: 0.1625 (0.1621)  loss_bbox_aux_1: 0.1576 (0.1546)  loss_bbox_aux_2: 0.1551 (0.1519)  loss_bbox_aux_3: 0.1531 (0.1502)  loss_bbox_aux_4: 0.1540 (0.1495)  loss_bbox_aux_5: 0.1951 (0.1978)  loss_bbox_dn_0: 0.2714 (0.2583)  loss_bbox_dn_1: 0.2046 (0.1884)  loss_bbox_dn_2: 0.1813 (0.1680)  loss_bbox_dn_3: 0.1821 (0.1622)  loss_bbox_dn_4: 0.1822 (0.1607)  loss_bbox_dn_5: 0.1822 (0.1607)  loss_giou: 0.4475 (0.4637)  loss_giou_aux_0: 0.4674 (0.4868)  loss_giou_aux_1: 0.4505 (0.4740)  loss_giou_aux_2: 0.4403 (0.4682)  loss_giou_aux_3: 0.4493 (0.4652)  loss_giou_aux_4: 0.4399 (0.4636)  loss_giou_aux_5: 0.5282 (0.5494)  loss_giou_dn_0: 0.5585 (0.5647)  loss_giou_dn_1: 0.4519 (0.4571)  loss_giou_dn_2: 0.4160 (0.4262)  loss_giou_dn_3: 0.4043 (0.4180)  loss_giou_dn_4: 0.4031 (0.4159)  loss_giou_dn_5: 0.4032 (0.4161)  loss_vfl: 0.6481 (0.6591)  loss_vfl_aux_0: 0.7609 (0.7570)  loss_vfl_aux_1: 0.7339 (0.7109)  loss_vfl_aux_2: 0.6852 (0.6853)  loss_vfl_aux_3: 0.6593 (0.6709)  loss_vfl_aux_4: 0.6537 (0.6635)  loss_vfl_aux_5: 0.7485 (0.7443)  loss_vfl_dn_0: 0.4521 (0.4471)  loss_vfl_dn_1: 0.3896 (0.3814)  loss_vfl_dn_2: 0.3696 (0.3655)  loss_vfl_dn_3: 0.3659 (0.3583)  loss_vfl_dn_4: 0.3620 (0.3557)  loss_vfl_dn_5: 0.3610 (0.3550)  time: 0.4832  data: 0.0141  max mem: 5654
Epoch: [56]  [5200/7393]  eta: 0:18:01  lr: 0.000010  loss: 15.7181 (15.4394)  loss_bbox: 0.1421 (0.1498)  loss_bbox_aux_0: 0.1543 (0.1621)  loss_bbox_aux_1: 0.1531 (0.1547)  loss_bbox_aux_2: 0.1473 (0.1520)  loss_bbox_aux_3: 0.1486 (0.1504)  loss_bbox_aux_4: 0.1491 (0.1496)  loss_bbox_aux_5: 0.1929 (0.1977)  loss_bbox_dn_0: 0.2495 (0.2583)  loss_bbox_dn_1: 0.1903 (0.1885)  loss_bbox_dn_2: 0.1641 (0.1681)  loss_bbox_dn_3: 0.1604 (0.1622)  loss_bbox_dn_4: 0.1591 (0.1608)  loss_bbox_dn_5: 0.1591 (0.1608)  loss_giou: 0.4323 (0.4639)  loss_giou_aux_0: 0.4497 (0.4869)  loss_giou_aux_1: 0.4405 (0.4742)  loss_giou_aux_2: 0.4506 (0.4684)  loss_giou_aux_3: 0.4293 (0.4653)  loss_giou_aux_4: 0.4312 (0.4637)  loss_giou_aux_5: 0.5078 (0.5495)  loss_giou_dn_0: 0.5645 (0.5647)  loss_giou_dn_1: 0.4571 (0.4571)  loss_giou_dn_2: 0.4226 (0.4263)  loss_giou_dn_3: 0.4135 (0.4181)  loss_giou_dn_4: 0.4103 (0.4159)  loss_giou_dn_5: 0.4104 (0.4161)  loss_vfl: 0.6767 (0.6592)  loss_vfl_aux_0: 0.7479 (0.7570)  loss_vfl_aux_1: 0.7307 (0.7110)  loss_vfl_aux_2: 0.6982 (0.6854)  loss_vfl_aux_3: 0.6950 (0.6709)  loss_vfl_aux_4: 0.6784 (0.6636)  loss_vfl_aux_5: 0.7755 (0.7443)  loss_vfl_dn_0: 0.4493 (0.4471)  loss_vfl_dn_1: 0.3854 (0.3814)  loss_vfl_dn_2: 0.3706 (0.3655)  loss_vfl_dn_3: 0.3601 (0.3583)  loss_vfl_dn_4: 0.3575 (0.3557)  loss_vfl_dn_5: 0.3556 (0.3550)  time: 0.4827  data: 0.0139  max mem: 5654
Epoch: [56]  [5300/7393]  eta: 0:17:11  lr: 0.000010  loss: 15.3117 (15.4360)  loss_bbox: 0.1461 (0.1497)  loss_bbox_aux_0: 0.1644 (0.1620)  loss_bbox_aux_1: 0.1548 (0.1546)  loss_bbox_aux_2: 0.1515 (0.1520)  loss_bbox_aux_3: 0.1456 (0.1503)  loss_bbox_aux_4: 0.1461 (0.1496)  loss_bbox_aux_5: 0.2043 (0.1976)  loss_bbox_dn_0: 0.2502 (0.2581)  loss_bbox_dn_1: 0.1764 (0.1884)  loss_bbox_dn_2: 0.1518 (0.1680)  loss_bbox_dn_3: 0.1433 (0.1621)  loss_bbox_dn_4: 0.1430 (0.1607)  loss_bbox_dn_5: 0.1431 (0.1607)  loss_giou: 0.4796 (0.4638)  loss_giou_aux_0: 0.4957 (0.4868)  loss_giou_aux_1: 0.4804 (0.4740)  loss_giou_aux_2: 0.4805 (0.4683)  loss_giou_aux_3: 0.4818 (0.4652)  loss_giou_aux_4: 0.4808 (0.4636)  loss_giou_aux_5: 0.5603 (0.5494)  loss_giou_dn_0: 0.5725 (0.5647)  loss_giou_dn_1: 0.4703 (0.4571)  loss_giou_dn_2: 0.4388 (0.4262)  loss_giou_dn_3: 0.4314 (0.4180)  loss_giou_dn_4: 0.4286 (0.4159)  loss_giou_dn_5: 0.4286 (0.4160)  loss_vfl: 0.6699 (0.6591)  loss_vfl_aux_0: 0.7678 (0.7568)  loss_vfl_aux_1: 0.7293 (0.7109)  loss_vfl_aux_2: 0.6893 (0.6853)  loss_vfl_aux_3: 0.6762 (0.6708)  loss_vfl_aux_4: 0.6649 (0.6634)  loss_vfl_aux_5: 0.7372 (0.7442)  loss_vfl_dn_0: 0.4452 (0.4470)  loss_vfl_dn_1: 0.3870 (0.3814)  loss_vfl_dn_2: 0.3751 (0.3655)  loss_vfl_dn_3: 0.3694 (0.3582)  loss_vfl_dn_4: 0.3667 (0.3557)  loss_vfl_dn_5: 0.3640 (0.3549)  time: 0.4819  data: 0.0141  max mem: 5654
Epoch: [56]  [5400/7393]  eta: 0:16:22  lr: 0.000010  loss: 15.4298 (15.4373)  loss_bbox: 0.1379 (0.1498)  loss_bbox_aux_0: 0.1422 (0.1620)  loss_bbox_aux_1: 0.1418 (0.1547)  loss_bbox_aux_2: 0.1411 (0.1520)  loss_bbox_aux_3: 0.1409 (0.1504)  loss_bbox_aux_4: 0.1361 (0.1497)  loss_bbox_aux_5: 0.1875 (0.1976)  loss_bbox_dn_0: 0.2243 (0.2581)  loss_bbox_dn_1: 0.1749 (0.1883)  loss_bbox_dn_2: 0.1507 (0.1680)  loss_bbox_dn_3: 0.1449 (0.1621)  loss_bbox_dn_4: 0.1441 (0.1607)  loss_bbox_dn_5: 0.1442 (0.1607)  loss_giou: 0.4861 (0.4640)  loss_giou_aux_0: 0.5109 (0.4869)  loss_giou_aux_1: 0.5013 (0.4742)  loss_giou_aux_2: 0.4869 (0.4685)  loss_giou_aux_3: 0.4890 (0.4654)  loss_giou_aux_4: 0.4871 (0.4639)  loss_giou_aux_5: 0.5730 (0.5495)  loss_giou_dn_0: 0.5710 (0.5647)  loss_giou_dn_1: 0.4574 (0.4572)  loss_giou_dn_2: 0.4304 (0.4263)  loss_giou_dn_3: 0.4253 (0.4181)  loss_giou_dn_4: 0.4248 (0.4160)  loss_giou_dn_5: 0.4249 (0.4162)  loss_vfl: 0.6277 (0.6589)  loss_vfl_aux_0: 0.7178 (0.7567)  loss_vfl_aux_1: 0.6850 (0.7108)  loss_vfl_aux_2: 0.6731 (0.6851)  loss_vfl_aux_3: 0.6410 (0.6706)  loss_vfl_aux_4: 0.6370 (0.6632)  loss_vfl_aux_5: 0.7336 (0.7441)  loss_vfl_dn_0: 0.4452 (0.4470)  loss_vfl_dn_1: 0.3896 (0.3814)  loss_vfl_dn_2: 0.3710 (0.3655)  loss_vfl_dn_3: 0.3663 (0.3583)  loss_vfl_dn_4: 0.3637 (0.3557)  loss_vfl_dn_5: 0.3615 (0.3550)  time: 0.4789  data: 0.0139  max mem: 5654
Epoch: [56]  [5500/7393]  eta: 0:15:32  lr: 0.000010  loss: 15.4514 (15.4337)  loss_bbox: 0.1436 (0.1498)  loss_bbox_aux_0: 0.1598 (0.1620)  loss_bbox_aux_1: 0.1587 (0.1547)  loss_bbox_aux_2: 0.1537 (0.1520)  loss_bbox_aux_3: 0.1432 (0.1504)  loss_bbox_aux_4: 0.1382 (0.1497)  loss_bbox_aux_5: 0.1941 (0.1976)  loss_bbox_dn_0: 0.2667 (0.2583)  loss_bbox_dn_1: 0.1972 (0.1885)  loss_bbox_dn_2: 0.1761 (0.1681)  loss_bbox_dn_3: 0.1656 (0.1622)  loss_bbox_dn_4: 0.1630 (0.1608)  loss_bbox_dn_5: 0.1633 (0.1608)  loss_giou: 0.4458 (0.4636)  loss_giou_aux_0: 0.4465 (0.4865)  loss_giou_aux_1: 0.4413 (0.4738)  loss_giou_aux_2: 0.4392 (0.4680)  loss_giou_aux_3: 0.4515 (0.4650)  loss_giou_aux_4: 0.4458 (0.4635)  loss_giou_aux_5: 0.5161 (0.5491)  loss_giou_dn_0: 0.5325 (0.5645)  loss_giou_dn_1: 0.4252 (0.4569)  loss_giou_dn_2: 0.3870 (0.4260)  loss_giou_dn_3: 0.3778 (0.4178)  loss_giou_dn_4: 0.3743 (0.4157)  loss_giou_dn_5: 0.3746 (0.4159)  loss_vfl: 0.6363 (0.6588)  loss_vfl_aux_0: 0.7408 (0.7568)  loss_vfl_aux_1: 0.6748 (0.7109)  loss_vfl_aux_2: 0.6701 (0.6852)  loss_vfl_aux_3: 0.6457 (0.6705)  loss_vfl_aux_4: 0.6419 (0.6631)  loss_vfl_aux_5: 0.7530 (0.7443)  loss_vfl_dn_0: 0.4505 (0.4471)  loss_vfl_dn_1: 0.3799 (0.3814)  loss_vfl_dn_2: 0.3632 (0.3654)  loss_vfl_dn_3: 0.3567 (0.3582)  loss_vfl_dn_4: 0.3543 (0.3556)  loss_vfl_dn_5: 0.3539 (0.3549)  time: 0.4872  data: 0.0138  max mem: 5654
Epoch: [56]  [5600/7393]  eta: 0:14:42  lr: 0.000010  loss: 15.8344 (15.4325)  loss_bbox: 0.1371 (0.1498)  loss_bbox_aux_0: 0.1515 (0.1620)  loss_bbox_aux_1: 0.1464 (0.1547)  loss_bbox_aux_2: 0.1441 (0.1520)  loss_bbox_aux_3: 0.1410 (0.1504)  loss_bbox_aux_4: 0.1370 (0.1497)  loss_bbox_aux_5: 0.1934 (0.1976)  loss_bbox_dn_0: 0.2252 (0.2582)  loss_bbox_dn_1: 0.1635 (0.1884)  loss_bbox_dn_2: 0.1483 (0.1680)  loss_bbox_dn_3: 0.1444 (0.1621)  loss_bbox_dn_4: 0.1438 (0.1607)  loss_bbox_dn_5: 0.1438 (0.1607)  loss_giou: 0.4987 (0.4638)  loss_giou_aux_0: 0.5296 (0.4866)  loss_giou_aux_1: 0.4920 (0.4739)  loss_giou_aux_2: 0.4864 (0.4681)  loss_giou_aux_3: 0.5008 (0.4652)  loss_giou_aux_4: 0.4996 (0.4636)  loss_giou_aux_5: 0.5754 (0.5491)  loss_giou_dn_0: 0.5846 (0.5645)  loss_giou_dn_1: 0.4740 (0.4569)  loss_giou_dn_2: 0.4361 (0.4260)  loss_giou_dn_3: 0.4298 (0.4178)  loss_giou_dn_4: 0.4262 (0.4157)  loss_giou_dn_5: 0.4265 (0.4159)  loss_vfl: 0.6267 (0.6587)  loss_vfl_aux_0: 0.7256 (0.7568)  loss_vfl_aux_1: 0.6802 (0.7107)  loss_vfl_aux_2: 0.6512 (0.6850)  loss_vfl_aux_3: 0.6476 (0.6704)  loss_vfl_aux_4: 0.6408 (0.6630)  loss_vfl_aux_5: 0.7110 (0.7443)  loss_vfl_dn_0: 0.4388 (0.4470)  loss_vfl_dn_1: 0.3804 (0.3813)  loss_vfl_dn_2: 0.3667 (0.3654)  loss_vfl_dn_3: 0.3576 (0.3582)  loss_vfl_dn_4: 0.3554 (0.3556)  loss_vfl_dn_5: 0.3558 (0.3549)  time: 0.4768  data: 0.0140  max mem: 5654
Epoch: [56]  [5700/7393]  eta: 0:13:54  lr: 0.000010  loss: 15.0314 (15.4346)  loss_bbox: 0.1207 (0.1498)  loss_bbox_aux_0: 0.1438 (0.1620)  loss_bbox_aux_1: 0.1312 (0.1546)  loss_bbox_aux_2: 0.1249 (0.1520)  loss_bbox_aux_3: 0.1202 (0.1504)  loss_bbox_aux_4: 0.1215 (0.1497)  loss_bbox_aux_5: 0.1734 (0.1975)  loss_bbox_dn_0: 0.2073 (0.2581)  loss_bbox_dn_1: 0.1528 (0.1883)  loss_bbox_dn_2: 0.1369 (0.1680)  loss_bbox_dn_3: 0.1352 (0.1621)  loss_bbox_dn_4: 0.1347 (0.1607)  loss_bbox_dn_5: 0.1347 (0.1607)  loss_giou: 0.4135 (0.4640)  loss_giou_aux_0: 0.4637 (0.4868)  loss_giou_aux_1: 0.4372 (0.4741)  loss_giou_aux_2: 0.4307 (0.4684)  loss_giou_aux_3: 0.4226 (0.4654)  loss_giou_aux_4: 0.4213 (0.4638)  loss_giou_aux_5: 0.5242 (0.5493)  loss_giou_dn_0: 0.5414 (0.5646)  loss_giou_dn_1: 0.4370 (0.4569)  loss_giou_dn_2: 0.4061 (0.4261)  loss_giou_dn_3: 0.3948 (0.4179)  loss_giou_dn_4: 0.3925 (0.4158)  loss_giou_dn_5: 0.3925 (0.4160)  loss_vfl: 0.6398 (0.6586)  loss_vfl_aux_0: 0.7453 (0.7568)  loss_vfl_aux_1: 0.6965 (0.7109)  loss_vfl_aux_2: 0.6816 (0.6851)  loss_vfl_aux_3: 0.6525 (0.6704)  loss_vfl_aux_4: 0.6422 (0.6630)  loss_vfl_aux_5: 0.7259 (0.7443)  loss_vfl_dn_0: 0.4438 (0.4471)  loss_vfl_dn_1: 0.3809 (0.3813)  loss_vfl_dn_2: 0.3674 (0.3654)  loss_vfl_dn_3: 0.3591 (0.3582)  loss_vfl_dn_4: 0.3568 (0.3556)  loss_vfl_dn_5: 0.3536 (0.3549)  time: 0.4767  data: 0.0141  max mem: 5654
Epoch: [56]  [5800/7393]  eta: 0:13:06  lr: 0.000010  loss: 15.2896 (15.4351)  loss_bbox: 0.1388 (0.1498)  loss_bbox_aux_0: 0.1586 (0.1620)  loss_bbox_aux_1: 0.1467 (0.1546)  loss_bbox_aux_2: 0.1407 (0.1520)  loss_bbox_aux_3: 0.1417 (0.1504)  loss_bbox_aux_4: 0.1387 (0.1497)  loss_bbox_aux_5: 0.1935 (0.1975)  loss_bbox_dn_0: 0.2461 (0.2582)  loss_bbox_dn_1: 0.1832 (0.1884)  loss_bbox_dn_2: 0.1673 (0.1680)  loss_bbox_dn_3: 0.1596 (0.1621)  loss_bbox_dn_4: 0.1574 (0.1607)  loss_bbox_dn_5: 0.1574 (0.1607)  loss_giou: 0.4339 (0.4638)  loss_giou_aux_0: 0.4276 (0.4867)  loss_giou_aux_1: 0.4276 (0.4739)  loss_giou_aux_2: 0.4359 (0.4682)  loss_giou_aux_3: 0.4241 (0.4652)  loss_giou_aux_4: 0.4296 (0.4637)  loss_giou_aux_5: 0.4954 (0.5491)  loss_giou_dn_0: 0.5358 (0.5646)  loss_giou_dn_1: 0.4351 (0.4569)  loss_giou_dn_2: 0.4132 (0.4261)  loss_giou_dn_3: 0.4045 (0.4179)  loss_giou_dn_4: 0.4049 (0.4157)  loss_giou_dn_5: 0.4048 (0.4159)  loss_vfl: 0.6584 (0.6588)  loss_vfl_aux_0: 0.7745 (0.7570)  loss_vfl_aux_1: 0.7028 (0.7111)  loss_vfl_aux_2: 0.6790 (0.6852)  loss_vfl_aux_3: 0.6692 (0.6707)  loss_vfl_aux_4: 0.6643 (0.6632)  loss_vfl_aux_5: 0.7491 (0.7445)  loss_vfl_dn_0: 0.4480 (0.4471)  loss_vfl_dn_1: 0.3809 (0.3814)  loss_vfl_dn_2: 0.3622 (0.3655)  loss_vfl_dn_3: 0.3550 (0.3582)  loss_vfl_dn_4: 0.3518 (0.3557)  loss_vfl_dn_5: 0.3514 (0.3549)  time: 0.4765  data: 0.0141  max mem: 5654
Epoch: [56]  [5900/7393]  eta: 0:12:17  lr: 0.000010  loss: 14.7470 (15.4340)  loss_bbox: 0.1264 (0.1497)  loss_bbox_aux_0: 0.1332 (0.1618)  loss_bbox_aux_1: 0.1268 (0.1545)  loss_bbox_aux_2: 0.1234 (0.1518)  loss_bbox_aux_3: 0.1264 (0.1502)  loss_bbox_aux_4: 0.1263 (0.1495)  loss_bbox_aux_5: 0.1764 (0.1974)  loss_bbox_dn_0: 0.2094 (0.2578)  loss_bbox_dn_1: 0.1548 (0.1881)  loss_bbox_dn_2: 0.1374 (0.1678)  loss_bbox_dn_3: 0.1313 (0.1619)  loss_bbox_dn_4: 0.1307 (0.1605)  loss_bbox_dn_5: 0.1307 (0.1605)  loss_giou: 0.4154 (0.4641)  loss_giou_aux_0: 0.4583 (0.4869)  loss_giou_aux_1: 0.4398 (0.4742)  loss_giou_aux_2: 0.4321 (0.4685)  loss_giou_aux_3: 0.4166 (0.4655)  loss_giou_aux_4: 0.4153 (0.4639)  loss_giou_aux_5: 0.5329 (0.5495)  loss_giou_dn_0: 0.5470 (0.5647)  loss_giou_dn_1: 0.4412 (0.4571)  loss_giou_dn_2: 0.4097 (0.4262)  loss_giou_dn_3: 0.4010 (0.4180)  loss_giou_dn_4: 0.3981 (0.4159)  loss_giou_dn_5: 0.3981 (0.4161)  loss_vfl: 0.6463 (0.6587)  loss_vfl_aux_0: 0.7114 (0.7567)  loss_vfl_aux_1: 0.6861 (0.7108)  loss_vfl_aux_2: 0.6620 (0.6850)  loss_vfl_aux_3: 0.6502 (0.6705)  loss_vfl_aux_4: 0.6501 (0.6631)  loss_vfl_aux_5: 0.7003 (0.7441)  loss_vfl_dn_0: 0.4436 (0.4471)  loss_vfl_dn_1: 0.3747 (0.3814)  loss_vfl_dn_2: 0.3606 (0.3655)  loss_vfl_dn_3: 0.3544 (0.3582)  loss_vfl_dn_4: 0.3515 (0.3557)  loss_vfl_dn_5: 0.3508 (0.3550)  time: 0.4737  data: 0.0136  max mem: 5654
Epoch: [56]  [6000/7393]  eta: 0:11:27  lr: 0.000010  loss: 14.8262 (15.4339)  loss_bbox: 0.1364 (0.1497)  loss_bbox_aux_0: 0.1486 (0.1618)  loss_bbox_aux_1: 0.1328 (0.1545)  loss_bbox_aux_2: 0.1392 (0.1519)  loss_bbox_aux_3: 0.1306 (0.1502)  loss_bbox_aux_4: 0.1363 (0.1496)  loss_bbox_aux_5: 0.1865 (0.1975)  loss_bbox_dn_0: 0.2338 (0.2580)  loss_bbox_dn_1: 0.1701 (0.1883)  loss_bbox_dn_2: 0.1577 (0.1679)  loss_bbox_dn_3: 0.1525 (0.1621)  loss_bbox_dn_4: 0.1504 (0.1606)  loss_bbox_dn_5: 0.1504 (0.1607)  loss_giou: 0.4374 (0.4640)  loss_giou_aux_0: 0.4579 (0.4868)  loss_giou_aux_1: 0.4444 (0.4741)  loss_giou_aux_2: 0.4384 (0.4684)  loss_giou_aux_3: 0.4381 (0.4654)  loss_giou_aux_4: 0.4376 (0.4638)  loss_giou_aux_5: 0.4992 (0.5493)  loss_giou_dn_0: 0.5366 (0.5647)  loss_giou_dn_1: 0.4230 (0.4571)  loss_giou_dn_2: 0.3957 (0.4262)  loss_giou_dn_3: 0.3859 (0.4180)  loss_giou_dn_4: 0.3817 (0.4159)  loss_giou_dn_5: 0.3818 (0.4161)  loss_vfl: 0.6035 (0.6587)  loss_vfl_aux_0: 0.7056 (0.7566)  loss_vfl_aux_1: 0.6619 (0.7109)  loss_vfl_aux_2: 0.6425 (0.6850)  loss_vfl_aux_3: 0.6453 (0.6705)  loss_vfl_aux_4: 0.6143 (0.6631)  loss_vfl_aux_5: 0.7011 (0.7441)  loss_vfl_dn_0: 0.4430 (0.4471)  loss_vfl_dn_1: 0.3778 (0.3814)  loss_vfl_dn_2: 0.3671 (0.3655)  loss_vfl_dn_3: 0.3617 (0.3582)  loss_vfl_dn_4: 0.3592 (0.3557)  loss_vfl_dn_5: 0.3582 (0.3549)  time: 0.4882  data: 0.0141  max mem: 5654
Epoch: [56]  [6100/7393]  eta: 0:10:39  lr: 0.000010  loss: 15.2721 (15.4322)  loss_bbox: 0.1441 (0.1496)  loss_bbox_aux_0: 0.1496 (0.1618)  loss_bbox_aux_1: 0.1531 (0.1544)  loss_bbox_aux_2: 0.1494 (0.1518)  loss_bbox_aux_3: 0.1459 (0.1502)  loss_bbox_aux_4: 0.1464 (0.1495)  loss_bbox_aux_5: 0.1764 (0.1973)  loss_bbox_dn_0: 0.2458 (0.2579)  loss_bbox_dn_1: 0.1754 (0.1882)  loss_bbox_dn_2: 0.1608 (0.1679)  loss_bbox_dn_3: 0.1553 (0.1620)  loss_bbox_dn_4: 0.1545 (0.1606)  loss_bbox_dn_5: 0.1545 (0.1606)  loss_giou: 0.4237 (0.4638)  loss_giou_aux_0: 0.4333 (0.4866)  loss_giou_aux_1: 0.4255 (0.4739)  loss_giou_aux_2: 0.4239 (0.4682)  loss_giou_aux_3: 0.4219 (0.4652)  loss_giou_aux_4: 0.4253 (0.4637)  loss_giou_aux_5: 0.5068 (0.5492)  loss_giou_dn_0: 0.5499 (0.5645)  loss_giou_dn_1: 0.4377 (0.4569)  loss_giou_dn_2: 0.4148 (0.4261)  loss_giou_dn_3: 0.3973 (0.4179)  loss_giou_dn_4: 0.3899 (0.4157)  loss_giou_dn_5: 0.3899 (0.4159)  loss_vfl: 0.6718 (0.6589)  loss_vfl_aux_0: 0.7651 (0.7567)  loss_vfl_aux_1: 0.7117 (0.7111)  loss_vfl_aux_2: 0.6999 (0.6852)  loss_vfl_aux_3: 0.6976 (0.6707)  loss_vfl_aux_4: 0.6863 (0.6633)  loss_vfl_aux_5: 0.7427 (0.7442)  loss_vfl_dn_0: 0.4370 (0.4471)  loss_vfl_dn_1: 0.3799 (0.3814)  loss_vfl_dn_2: 0.3676 (0.3655)  loss_vfl_dn_3: 0.3581 (0.3582)  loss_vfl_dn_4: 0.3546 (0.3557)  loss_vfl_dn_5: 0.3536 (0.3550)  time: 0.4825  data: 0.0140  max mem: 5654
Epoch: [56]  [6200/7393]  eta: 0:09:49  lr: 0.000010  loss: 15.1049 (15.4306)  loss_bbox: 0.1387 (0.1495)  loss_bbox_aux_0: 0.1453 (0.1617)  loss_bbox_aux_1: 0.1404 (0.1543)  loss_bbox_aux_2: 0.1396 (0.1517)  loss_bbox_aux_3: 0.1357 (0.1500)  loss_bbox_aux_4: 0.1402 (0.1494)  loss_bbox_aux_5: 0.1810 (0.1972)  loss_bbox_dn_0: 0.2305 (0.2577)  loss_bbox_dn_1: 0.1652 (0.1881)  loss_bbox_dn_2: 0.1503 (0.1678)  loss_bbox_dn_3: 0.1468 (0.1619)  loss_bbox_dn_4: 0.1442 (0.1605)  loss_bbox_dn_5: 0.1442 (0.1605)  loss_giou: 0.4560 (0.4638)  loss_giou_aux_0: 0.4685 (0.4867)  loss_giou_aux_1: 0.4547 (0.4738)  loss_giou_aux_2: 0.4636 (0.4682)  loss_giou_aux_3: 0.4614 (0.4652)  loss_giou_aux_4: 0.4564 (0.4636)  loss_giou_aux_5: 0.5367 (0.5493)  loss_giou_dn_0: 0.5725 (0.5645)  loss_giou_dn_1: 0.4660 (0.4569)  loss_giou_dn_2: 0.4226 (0.4261)  loss_giou_dn_3: 0.4126 (0.4178)  loss_giou_dn_4: 0.4080 (0.4157)  loss_giou_dn_5: 0.4080 (0.4159)  loss_vfl: 0.6604 (0.6589)  loss_vfl_aux_0: 0.7261 (0.7566)  loss_vfl_aux_1: 0.7038 (0.7111)  loss_vfl_aux_2: 0.6854 (0.6852)  loss_vfl_aux_3: 0.6778 (0.6707)  loss_vfl_aux_4: 0.6570 (0.6634)  loss_vfl_aux_5: 0.7110 (0.7441)  loss_vfl_dn_0: 0.4466 (0.4471)  loss_vfl_dn_1: 0.3833 (0.3813)  loss_vfl_dn_2: 0.3598 (0.3654)  loss_vfl_dn_3: 0.3532 (0.3582)  loss_vfl_dn_4: 0.3510 (0.3556)  loss_vfl_dn_5: 0.3510 (0.3549)  time: 0.4751  data: 0.0137  max mem: 5654
Epoch: [56]  [6300/7393]  eta: 0:08:59  lr: 0.000010  loss: 15.6143 (15.4320)  loss_bbox: 0.1437 (0.1495)  loss_bbox_aux_0: 0.1502 (0.1617)  loss_bbox_aux_1: 0.1407 (0.1543)  loss_bbox_aux_2: 0.1443 (0.1517)  loss_bbox_aux_3: 0.1422 (0.1501)  loss_bbox_aux_4: 0.1427 (0.1494)  loss_bbox_aux_5: 0.1805 (0.1972)  loss_bbox_dn_0: 0.2175 (0.2576)  loss_bbox_dn_1: 0.1476 (0.1880)  loss_bbox_dn_2: 0.1349 (0.1677)  loss_bbox_dn_3: 0.1322 (0.1619)  loss_bbox_dn_4: 0.1319 (0.1604)  loss_bbox_dn_5: 0.1319 (0.1605)  loss_giou: 0.5033 (0.4641)  loss_giou_aux_0: 0.5097 (0.4869)  loss_giou_aux_1: 0.5012 (0.4741)  loss_giou_aux_2: 0.5220 (0.4685)  loss_giou_aux_3: 0.5064 (0.4654)  loss_giou_aux_4: 0.5053 (0.4639)  loss_giou_aux_5: 0.5913 (0.5494)  loss_giou_dn_0: 0.5883 (0.5645)  loss_giou_dn_1: 0.4869 (0.4570)  loss_giou_dn_2: 0.4600 (0.4262)  loss_giou_dn_3: 0.4520 (0.4179)  loss_giou_dn_4: 0.4485 (0.4158)  loss_giou_dn_5: 0.4488 (0.4160)  loss_vfl: 0.6086 (0.6588)  loss_vfl_aux_0: 0.7107 (0.7564)  loss_vfl_aux_1: 0.6755 (0.7109)  loss_vfl_aux_2: 0.6377 (0.6851)  loss_vfl_aux_3: 0.6263 (0.6706)  loss_vfl_aux_4: 0.6301 (0.6633)  loss_vfl_aux_5: 0.7026 (0.7440)  loss_vfl_dn_0: 0.4535 (0.4471)  loss_vfl_dn_1: 0.3863 (0.3814)  loss_vfl_dn_2: 0.3714 (0.3655)  loss_vfl_dn_3: 0.3653 (0.3582)  loss_vfl_dn_4: 0.3623 (0.3557)  loss_vfl_dn_5: 0.3622 (0.3550)  time: 0.4868  data: 0.0148  max mem: 5654
Epoch: [56]  [6400/7393]  eta: 0:08:10  lr: 0.000010  loss: 16.0175 (15.4312)  loss_bbox: 0.1290 (0.1495)  loss_bbox_aux_0: 0.1384 (0.1617)  loss_bbox_aux_1: 0.1315 (0.1543)  loss_bbox_aux_2: 0.1332 (0.1517)  loss_bbox_aux_3: 0.1325 (0.1500)  loss_bbox_aux_4: 0.1324 (0.1494)  loss_bbox_aux_5: 0.1757 (0.1972)  loss_bbox_dn_0: 0.2292 (0.2576)  loss_bbox_dn_1: 0.1618 (0.1880)  loss_bbox_dn_2: 0.1508 (0.1677)  loss_bbox_dn_3: 0.1432 (0.1618)  loss_bbox_dn_4: 0.1408 (0.1604)  loss_bbox_dn_5: 0.1408 (0.1604)  loss_giou: 0.4789 (0.4640)  loss_giou_aux_0: 0.5096 (0.4869)  loss_giou_aux_1: 0.4797 (0.4741)  loss_giou_aux_2: 0.4780 (0.4684)  loss_giou_aux_3: 0.4876 (0.4654)  loss_giou_aux_4: 0.4805 (0.4638)  loss_giou_aux_5: 0.5651 (0.5494)  loss_giou_dn_0: 0.6076 (0.5645)  loss_giou_dn_1: 0.4965 (0.4570)  loss_giou_dn_2: 0.4647 (0.4261)  loss_giou_dn_3: 0.4540 (0.4179)  loss_giou_dn_4: 0.4496 (0.4158)  loss_giou_dn_5: 0.4499 (0.4160)  loss_vfl: 0.6624 (0.6588)  loss_vfl_aux_0: 0.7526 (0.7564)  loss_vfl_aux_1: 0.7156 (0.7109)  loss_vfl_aux_2: 0.6949 (0.6851)  loss_vfl_aux_3: 0.6751 (0.6706)  loss_vfl_aux_4: 0.6663 (0.6633)  loss_vfl_aux_5: 0.7446 (0.7440)  loss_vfl_dn_0: 0.4510 (0.4471)  loss_vfl_dn_1: 0.3866 (0.3814)  loss_vfl_dn_2: 0.3694 (0.3655)  loss_vfl_dn_3: 0.3627 (0.3582)  loss_vfl_dn_4: 0.3579 (0.3557)  loss_vfl_dn_5: 0.3563 (0.3550)  time: 0.4779  data: 0.0136  max mem: 5654
Epoch: [56]  [6500/7393]  eta: 0:07:20  lr: 0.000010  loss: 15.4822 (15.4319)  loss_bbox: 0.1268 (0.1495)  loss_bbox_aux_0: 0.1365 (0.1616)  loss_bbox_aux_1: 0.1335 (0.1542)  loss_bbox_aux_2: 0.1293 (0.1516)  loss_bbox_aux_3: 0.1293 (0.1500)  loss_bbox_aux_4: 0.1304 (0.1493)  loss_bbox_aux_5: 0.1722 (0.1972)  loss_bbox_dn_0: 0.2264 (0.2575)  loss_bbox_dn_1: 0.1661 (0.1880)  loss_bbox_dn_2: 0.1466 (0.1676)  loss_bbox_dn_3: 0.1427 (0.1618)  loss_bbox_dn_4: 0.1404 (0.1604)  loss_bbox_dn_5: 0.1403 (0.1604)  loss_giou: 0.4570 (0.4642)  loss_giou_aux_0: 0.4727 (0.4870)  loss_giou_aux_1: 0.4678 (0.4741)  loss_giou_aux_2: 0.4619 (0.4686)  loss_giou_aux_3: 0.4519 (0.4655)  loss_giou_aux_4: 0.4583 (0.4640)  loss_giou_aux_5: 0.5599 (0.5495)  loss_giou_dn_0: 0.5454 (0.5646)  loss_giou_dn_1: 0.4359 (0.4571)  loss_giou_dn_2: 0.4172 (0.4262)  loss_giou_dn_3: 0.4108 (0.4180)  loss_giou_dn_4: 0.4099 (0.4159)  loss_giou_dn_5: 0.4103 (0.4161)  loss_vfl: 0.6620 (0.6588)  loss_vfl_aux_0: 0.7602 (0.7564)  loss_vfl_aux_1: 0.6964 (0.7109)  loss_vfl_aux_2: 0.6885 (0.6850)  loss_vfl_aux_3: 0.6810 (0.6706)  loss_vfl_aux_4: 0.6719 (0.6633)  loss_vfl_aux_5: 0.7491 (0.7439)  loss_vfl_dn_0: 0.4485 (0.4471)  loss_vfl_dn_1: 0.3865 (0.3814)  loss_vfl_dn_2: 0.3687 (0.3655)  loss_vfl_dn_3: 0.3593 (0.3583)  loss_vfl_dn_4: 0.3548 (0.3557)  loss_vfl_dn_5: 0.3530 (0.3550)  time: 0.4828  data: 0.0140  max mem: 5654
Epoch: [56]  [6600/7393]  eta: 0:06:31  lr: 0.000010  loss: 15.2389 (15.4317)  loss_bbox: 0.1328 (0.1495)  loss_bbox_aux_0: 0.1445 (0.1616)  loss_bbox_aux_1: 0.1337 (0.1542)  loss_bbox_aux_2: 0.1343 (0.1516)  loss_bbox_aux_3: 0.1324 (0.1500)  loss_bbox_aux_4: 0.1325 (0.1493)  loss_bbox_aux_5: 0.1736 (0.1972)  loss_bbox_dn_0: 0.2140 (0.2575)  loss_bbox_dn_1: 0.1464 (0.1879)  loss_bbox_dn_2: 0.1375 (0.1676)  loss_bbox_dn_3: 0.1352 (0.1618)  loss_bbox_dn_4: 0.1335 (0.1604)  loss_bbox_dn_5: 0.1335 (0.1604)  loss_giou: 0.4389 (0.4641)  loss_giou_aux_0: 0.4684 (0.4870)  loss_giou_aux_1: 0.4502 (0.4741)  loss_giou_aux_2: 0.4517 (0.4686)  loss_giou_aux_3: 0.4408 (0.4655)  loss_giou_aux_4: 0.4389 (0.4640)  loss_giou_aux_5: 0.5358 (0.5495)  loss_giou_dn_0: 0.5496 (0.5645)  loss_giou_dn_1: 0.4525 (0.4571)  loss_giou_dn_2: 0.4206 (0.4262)  loss_giou_dn_3: 0.4115 (0.4180)  loss_giou_dn_4: 0.4106 (0.4159)  loss_giou_dn_5: 0.4107 (0.4161)  loss_vfl: 0.6325 (0.6588)  loss_vfl_aux_0: 0.7203 (0.7565)  loss_vfl_aux_1: 0.6891 (0.7109)  loss_vfl_aux_2: 0.6586 (0.6850)  loss_vfl_aux_3: 0.6500 (0.6707)  loss_vfl_aux_4: 0.6408 (0.6633)  loss_vfl_aux_5: 0.7121 (0.7439)  loss_vfl_dn_0: 0.4433 (0.4471)  loss_vfl_dn_1: 0.3831 (0.3814)  loss_vfl_dn_2: 0.3667 (0.3655)  loss_vfl_dn_3: 0.3597 (0.3583)  loss_vfl_dn_4: 0.3567 (0.3558)  loss_vfl_dn_5: 0.3566 (0.3550)  time: 0.4862  data: 0.0141  max mem: 5654
Epoch: [56]  [6700/7393]  eta: 0:05:41  lr: 0.000010  loss: 15.3704 (15.4288)  loss_bbox: 0.1448 (0.1494)  loss_bbox_aux_0: 0.1609 (0.1616)  loss_bbox_aux_1: 0.1570 (0.1542)  loss_bbox_aux_2: 0.1546 (0.1516)  loss_bbox_aux_3: 0.1579 (0.1499)  loss_bbox_aux_4: 0.1448 (0.1492)  loss_bbox_aux_5: 0.1990 (0.1971)  loss_bbox_dn_0: 0.2812 (0.2573)  loss_bbox_dn_1: 0.1993 (0.1878)  loss_bbox_dn_2: 0.1741 (0.1676)  loss_bbox_dn_3: 0.1686 (0.1617)  loss_bbox_dn_4: 0.1669 (0.1603)  loss_bbox_dn_5: 0.1669 (0.1603)  loss_giou: 0.4436 (0.4641)  loss_giou_aux_0: 0.4569 (0.4869)  loss_giou_aux_1: 0.4525 (0.4740)  loss_giou_aux_2: 0.4449 (0.4685)  loss_giou_aux_3: 0.4520 (0.4654)  loss_giou_aux_4: 0.4435 (0.4639)  loss_giou_aux_5: 0.5285 (0.5495)  loss_giou_dn_0: 0.5614 (0.5644)  loss_giou_dn_1: 0.4546 (0.4570)  loss_giou_dn_2: 0.4232 (0.4262)  loss_giou_dn_3: 0.4113 (0.4179)  loss_giou_dn_4: 0.4022 (0.4158)  loss_giou_dn_5: 0.4023 (0.4160)  loss_vfl: 0.6619 (0.6587)  loss_vfl_aux_0: 0.7694 (0.7563)  loss_vfl_aux_1: 0.7078 (0.7108)  loss_vfl_aux_2: 0.6914 (0.6849)  loss_vfl_aux_3: 0.6720 (0.6706)  loss_vfl_aux_4: 0.6690 (0.6632)  loss_vfl_aux_5: 0.7582 (0.7437)  loss_vfl_dn_0: 0.4426 (0.4471)  loss_vfl_dn_1: 0.3810 (0.3814)  loss_vfl_dn_2: 0.3646 (0.3655)  loss_vfl_dn_3: 0.3568 (0.3583)  loss_vfl_dn_4: 0.3544 (0.3558)  loss_vfl_dn_5: 0.3545 (0.3551)  time: 0.4829  data: 0.0136  max mem: 5654
Epoch: [56]  [6800/7393]  eta: 0:04:52  lr: 0.000010  loss: 15.5009 (15.4277)  loss_bbox: 0.1484 (0.1494)  loss_bbox_aux_0: 0.1732 (0.1616)  loss_bbox_aux_1: 0.1558 (0.1541)  loss_bbox_aux_2: 0.1623 (0.1515)  loss_bbox_aux_3: 0.1553 (0.1499)  loss_bbox_aux_4: 0.1478 (0.1492)  loss_bbox_aux_5: 0.2020 (0.1971)  loss_bbox_dn_0: 0.2719 (0.2574)  loss_bbox_dn_1: 0.1969 (0.1879)  loss_bbox_dn_2: 0.1727 (0.1676)  loss_bbox_dn_3: 0.1668 (0.1617)  loss_bbox_dn_4: 0.1646 (0.1603)  loss_bbox_dn_5: 0.1646 (0.1603)  loss_giou: 0.4248 (0.4639)  loss_giou_aux_0: 0.4751 (0.4867)  loss_giou_aux_1: 0.4522 (0.4739)  loss_giou_aux_2: 0.4340 (0.4684)  loss_giou_aux_3: 0.4297 (0.4653)  loss_giou_aux_4: 0.4247 (0.4637)  loss_giou_aux_5: 0.5370 (0.5493)  loss_giou_dn_0: 0.5462 (0.5644)  loss_giou_dn_1: 0.4373 (0.4569)  loss_giou_dn_2: 0.4094 (0.4261)  loss_giou_dn_3: 0.4009 (0.4179)  loss_giou_dn_4: 0.4007 (0.4158)  loss_giou_dn_5: 0.4013 (0.4159)  loss_vfl: 0.6409 (0.6587)  loss_vfl_aux_0: 0.7301 (0.7564)  loss_vfl_aux_1: 0.6809 (0.7108)  loss_vfl_aux_2: 0.6661 (0.6849)  loss_vfl_aux_3: 0.6435 (0.6705)  loss_vfl_aux_4: 0.6492 (0.6632)  loss_vfl_aux_5: 0.7307 (0.7438)  loss_vfl_dn_0: 0.4378 (0.4471)  loss_vfl_dn_1: 0.3741 (0.3814)  loss_vfl_dn_2: 0.3554 (0.3655)  loss_vfl_dn_3: 0.3478 (0.3583)  loss_vfl_dn_4: 0.3464 (0.3558)  loss_vfl_dn_5: 0.3456 (0.3550)  time: 0.4930  data: 0.0151  max mem: 5654
Epoch: [56]  [6900/7393]  eta: 0:04:03  lr: 0.000010  loss: 15.1949 (15.4237)  loss_bbox: 0.1376 (0.1493)  loss_bbox_aux_0: 0.1518 (0.1615)  loss_bbox_aux_1: 0.1349 (0.1541)  loss_bbox_aux_2: 0.1358 (0.1515)  loss_bbox_aux_3: 0.1338 (0.1498)  loss_bbox_aux_4: 0.1376 (0.1491)  loss_bbox_aux_5: 0.1847 (0.1970)  loss_bbox_dn_0: 0.2462 (0.2573)  loss_bbox_dn_1: 0.1836 (0.1878)  loss_bbox_dn_2: 0.1574 (0.1675)  loss_bbox_dn_3: 0.1519 (0.1616)  loss_bbox_dn_4: 0.1502 (0.1602)  loss_bbox_dn_5: 0.1502 (0.1602)  loss_giou: 0.4099 (0.4639)  loss_giou_aux_0: 0.4424 (0.4866)  loss_giou_aux_1: 0.4131 (0.4738)  loss_giou_aux_2: 0.4075 (0.4683)  loss_giou_aux_3: 0.4045 (0.4652)  loss_giou_aux_4: 0.4120 (0.4637)  loss_giou_aux_5: 0.4845 (0.5492)  loss_giou_dn_0: 0.5158 (0.5642)  loss_giou_dn_1: 0.4126 (0.4568)  loss_giou_dn_2: 0.3807 (0.4259)  loss_giou_dn_3: 0.3732 (0.4177)  loss_giou_dn_4: 0.3716 (0.4156)  loss_giou_dn_5: 0.3717 (0.4158)  loss_vfl: 0.6561 (0.6585)  loss_vfl_aux_0: 0.7302 (0.7562)  loss_vfl_aux_1: 0.7049 (0.7106)  loss_vfl_aux_2: 0.6772 (0.6847)  loss_vfl_aux_3: 0.6691 (0.6703)  loss_vfl_aux_4: 0.6598 (0.6630)  loss_vfl_aux_5: 0.7334 (0.7436)  loss_vfl_dn_0: 0.4358 (0.4471)  loss_vfl_dn_1: 0.3767 (0.3814)  loss_vfl_dn_2: 0.3597 (0.3655)  loss_vfl_dn_3: 0.3518 (0.3582)  loss_vfl_dn_4: 0.3489 (0.3557)  loss_vfl_dn_5: 0.3492 (0.3550)  time: 0.4855  data: 0.0142  max mem: 5654
Epoch: [56]  [7000/7393]  eta: 0:03:13  lr: 0.000010  loss: 14.8230 (15.4247)  loss_bbox: 0.1438 (0.1494)  loss_bbox_aux_0: 0.1554 (0.1616)  loss_bbox_aux_1: 0.1511 (0.1541)  loss_bbox_aux_2: 0.1461 (0.1516)  loss_bbox_aux_3: 0.1415 (0.1499)  loss_bbox_aux_4: 0.1446 (0.1492)  loss_bbox_aux_5: 0.1864 (0.1971)  loss_bbox_dn_0: 0.2484 (0.2575)  loss_bbox_dn_1: 0.1729 (0.1879)  loss_bbox_dn_2: 0.1574 (0.1676)  loss_bbox_dn_3: 0.1495 (0.1617)  loss_bbox_dn_4: 0.1477 (0.1603)  loss_bbox_dn_5: 0.1478 (0.1603)  loss_giou: 0.4487 (0.4639)  loss_giou_aux_0: 0.4752 (0.4867)  loss_giou_aux_1: 0.4647 (0.4738)  loss_giou_aux_2: 0.4623 (0.4683)  loss_giou_aux_3: 0.4510 (0.4652)  loss_giou_aux_4: 0.4477 (0.4637)  loss_giou_aux_5: 0.5440 (0.5492)  loss_giou_dn_0: 0.5431 (0.5643)  loss_giou_dn_1: 0.4223 (0.4569)  loss_giou_dn_2: 0.3999 (0.4260)  loss_giou_dn_3: 0.3913 (0.4178)  loss_giou_dn_4: 0.3899 (0.4157)  loss_giou_dn_5: 0.3912 (0.4159)  loss_vfl: 0.6436 (0.6585)  loss_vfl_aux_0: 0.7303 (0.7561)  loss_vfl_aux_1: 0.6836 (0.7105)  loss_vfl_aux_2: 0.6692 (0.6846)  loss_vfl_aux_3: 0.6572 (0.6703)  loss_vfl_aux_4: 0.6459 (0.6630)  loss_vfl_aux_5: 0.6959 (0.7436)  loss_vfl_dn_0: 0.4456 (0.4471)  loss_vfl_dn_1: 0.3808 (0.3814)  loss_vfl_dn_2: 0.3648 (0.3654)  loss_vfl_dn_3: 0.3567 (0.3582)  loss_vfl_dn_4: 0.3565 (0.3557)  loss_vfl_dn_5: 0.3561 (0.3550)  time: 0.4676  data: 0.0140  max mem: 5654
Epoch: [56]  [7100/7393]  eta: 0:02:24  lr: 0.000010  loss: 15.5593 (15.4222)  loss_bbox: 0.1434 (0.1494)  loss_bbox_aux_0: 0.1522 (0.1615)  loss_bbox_aux_1: 0.1437 (0.1541)  loss_bbox_aux_2: 0.1443 (0.1515)  loss_bbox_aux_3: 0.1416 (0.1499)  loss_bbox_aux_4: 0.1449 (0.1492)  loss_bbox_aux_5: 0.1859 (0.1971)  loss_bbox_dn_0: 0.2488 (0.2576)  loss_bbox_dn_1: 0.1784 (0.1879)  loss_bbox_dn_2: 0.1528 (0.1676)  loss_bbox_dn_3: 0.1407 (0.1617)  loss_bbox_dn_4: 0.1388 (0.1603)  loss_bbox_dn_5: 0.1389 (0.1603)  loss_giou: 0.4722 (0.4637)  loss_giou_aux_0: 0.4887 (0.4865)  loss_giou_aux_1: 0.4788 (0.4736)  loss_giou_aux_2: 0.4721 (0.4681)  loss_giou_aux_3: 0.4599 (0.4650)  loss_giou_aux_4: 0.4723 (0.4635)  loss_giou_aux_5: 0.5564 (0.5491)  loss_giou_dn_0: 0.5771 (0.5642)  loss_giou_dn_1: 0.4860 (0.4567)  loss_giou_dn_2: 0.4489 (0.4259)  loss_giou_dn_3: 0.4282 (0.4176)  loss_giou_dn_4: 0.4225 (0.4155)  loss_giou_dn_5: 0.4229 (0.4157)  loss_vfl: 0.6352 (0.6584)  loss_vfl_aux_0: 0.7357 (0.7561)  loss_vfl_aux_1: 0.6848 (0.7105)  loss_vfl_aux_2: 0.6672 (0.6846)  loss_vfl_aux_3: 0.6555 (0.6702)  loss_vfl_aux_4: 0.6375 (0.6629)  loss_vfl_aux_5: 0.7000 (0.7436)  loss_vfl_dn_0: 0.4432 (0.4471)  loss_vfl_dn_1: 0.3867 (0.3813)  loss_vfl_dn_2: 0.3732 (0.3654)  loss_vfl_dn_3: 0.3670 (0.3582)  loss_vfl_dn_4: 0.3656 (0.3556)  loss_vfl_dn_5: 0.3634 (0.3549)  time: 0.5015  data: 0.0142  max mem: 5654
Epoch: [56]  [7200/7393]  eta: 0:01:35  lr: 0.000010  loss: 16.0420 (15.4229)  loss_bbox: 0.1466 (0.1493)  loss_bbox_aux_0: 0.1468 (0.1615)  loss_bbox_aux_1: 0.1519 (0.1541)  loss_bbox_aux_2: 0.1402 (0.1515)  loss_bbox_aux_3: 0.1487 (0.1498)  loss_bbox_aux_4: 0.1499 (0.1491)  loss_bbox_aux_5: 0.1873 (0.1970)  loss_bbox_dn_0: 0.2574 (0.2575)  loss_bbox_dn_1: 0.1924 (0.1878)  loss_bbox_dn_2: 0.1701 (0.1675)  loss_bbox_dn_3: 0.1637 (0.1616)  loss_bbox_dn_4: 0.1645 (0.1602)  loss_bbox_dn_5: 0.1645 (0.1602)  loss_giou: 0.4451 (0.4638)  loss_giou_aux_0: 0.4709 (0.4865)  loss_giou_aux_1: 0.4539 (0.4737)  loss_giou_aux_2: 0.4401 (0.4681)  loss_giou_aux_3: 0.4428 (0.4651)  loss_giou_aux_4: 0.4422 (0.4636)  loss_giou_aux_5: 0.5238 (0.5491)  loss_giou_dn_0: 0.5715 (0.5642)  loss_giou_dn_1: 0.4608 (0.4567)  loss_giou_dn_2: 0.4319 (0.4259)  loss_giou_dn_3: 0.4211 (0.4176)  loss_giou_dn_4: 0.4198 (0.4155)  loss_giou_dn_5: 0.4198 (0.4157)  loss_vfl: 0.6998 (0.6586)  loss_vfl_aux_0: 0.8038 (0.7562)  loss_vfl_aux_1: 0.7432 (0.7107)  loss_vfl_aux_2: 0.7293 (0.6847)  loss_vfl_aux_3: 0.6981 (0.6704)  loss_vfl_aux_4: 0.7009 (0.6631)  loss_vfl_aux_5: 0.7636 (0.7437)  loss_vfl_dn_0: 0.4506 (0.4471)  loss_vfl_dn_1: 0.3849 (0.3814)  loss_vfl_dn_2: 0.3700 (0.3654)  loss_vfl_dn_3: 0.3635 (0.3582)  loss_vfl_dn_4: 0.3589 (0.3557)  loss_vfl_dn_5: 0.3589 (0.3549)  time: 0.5012  data: 0.0142  max mem: 5654
Epoch: [56]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.1355 (15.4233)  loss_bbox: 0.1381 (0.1492)  loss_bbox_aux_0: 0.1620 (0.1614)  loss_bbox_aux_1: 0.1493 (0.1540)  loss_bbox_aux_2: 0.1452 (0.1514)  loss_bbox_aux_3: 0.1407 (0.1497)  loss_bbox_aux_4: 0.1410 (0.1491)  loss_bbox_aux_5: 0.1981 (0.1970)  loss_bbox_dn_0: 0.2668 (0.2574)  loss_bbox_dn_1: 0.1874 (0.1878)  loss_bbox_dn_2: 0.1698 (0.1675)  loss_bbox_dn_3: 0.1637 (0.1616)  loss_bbox_dn_4: 0.1626 (0.1602)  loss_bbox_dn_5: 0.1626 (0.1602)  loss_giou: 0.4147 (0.4638)  loss_giou_aux_0: 0.4402 (0.4865)  loss_giou_aux_1: 0.4231 (0.4736)  loss_giou_aux_2: 0.4198 (0.4681)  loss_giou_aux_3: 0.4111 (0.4651)  loss_giou_aux_4: 0.4148 (0.4635)  loss_giou_aux_5: 0.5143 (0.5491)  loss_giou_dn_0: 0.5312 (0.5642)  loss_giou_dn_1: 0.4260 (0.4567)  loss_giou_dn_2: 0.3999 (0.4258)  loss_giou_dn_3: 0.3924 (0.4176)  loss_giou_dn_4: 0.3908 (0.4155)  loss_giou_dn_5: 0.3905 (0.4157)  loss_vfl: 0.6972 (0.6588)  loss_vfl_aux_0: 0.7728 (0.7564)  loss_vfl_aux_1: 0.7451 (0.7109)  loss_vfl_aux_2: 0.7261 (0.6849)  loss_vfl_aux_3: 0.7130 (0.6707)  loss_vfl_aux_4: 0.7101 (0.6633)  loss_vfl_aux_5: 0.7587 (0.7438)  loss_vfl_dn_0: 0.4522 (0.4471)  loss_vfl_dn_1: 0.3817 (0.3813)  loss_vfl_dn_2: 0.3697 (0.3654)  loss_vfl_dn_3: 0.3597 (0.3582)  loss_vfl_dn_4: 0.3546 (0.3557)  loss_vfl_dn_5: 0.3548 (0.3549)  time: 0.4834  data: 0.0139  max mem: 5654
Epoch: [56]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.6601 (15.4223)  loss_bbox: 0.1403 (0.1492)  loss_bbox_aux_0: 0.1521 (0.1613)  loss_bbox_aux_1: 0.1437 (0.1539)  loss_bbox_aux_2: 0.1459 (0.1513)  loss_bbox_aux_3: 0.1402 (0.1497)  loss_bbox_aux_4: 0.1374 (0.1490)  loss_bbox_aux_5: 0.1897 (0.1969)  loss_bbox_dn_0: 0.2372 (0.2573)  loss_bbox_dn_1: 0.1814 (0.1877)  loss_bbox_dn_2: 0.1654 (0.1674)  loss_bbox_dn_3: 0.1600 (0.1616)  loss_bbox_dn_4: 0.1583 (0.1602)  loss_bbox_dn_5: 0.1583 (0.1602)  loss_giou: 0.4666 (0.4638)  loss_giou_aux_0: 0.4720 (0.4865)  loss_giou_aux_1: 0.4787 (0.4736)  loss_giou_aux_2: 0.4673 (0.4681)  loss_giou_aux_3: 0.4625 (0.4651)  loss_giou_aux_4: 0.4558 (0.4636)  loss_giou_aux_5: 0.5326 (0.5491)  loss_giou_dn_0: 0.5785 (0.5642)  loss_giou_dn_1: 0.4699 (0.4567)  loss_giou_dn_2: 0.4446 (0.4259)  loss_giou_dn_3: 0.4326 (0.4177)  loss_giou_dn_4: 0.4299 (0.4156)  loss_giou_dn_5: 0.4303 (0.4158)  loss_vfl: 0.6809 (0.6587)  loss_vfl_aux_0: 0.7333 (0.7562)  loss_vfl_aux_1: 0.7213 (0.7108)  loss_vfl_aux_2: 0.6921 (0.6849)  loss_vfl_aux_3: 0.6892 (0.6706)  loss_vfl_aux_4: 0.6821 (0.6632)  loss_vfl_aux_5: 0.7381 (0.7437)  loss_vfl_dn_0: 0.4522 (0.4471)  loss_vfl_dn_1: 0.3871 (0.3813)  loss_vfl_dn_2: 0.3728 (0.3654)  loss_vfl_dn_3: 0.3628 (0.3582)  loss_vfl_dn_4: 0.3606 (0.3557)  loss_vfl_dn_5: 0.3594 (0.3550)  time: 0.5023  data: 0.0142  max mem: 5654
Epoch: [56] Total time: 1:00:42 (0.4927 s / it)
Averaged stats: lr: 0.000010  loss: 15.6601 (15.4223)  loss_bbox: 0.1403 (0.1492)  loss_bbox_aux_0: 0.1521 (0.1613)  loss_bbox_aux_1: 0.1437 (0.1539)  loss_bbox_aux_2: 0.1459 (0.1513)  loss_bbox_aux_3: 0.1402 (0.1497)  loss_bbox_aux_4: 0.1374 (0.1490)  loss_bbox_aux_5: 0.1897 (0.1969)  loss_bbox_dn_0: 0.2372 (0.2573)  loss_bbox_dn_1: 0.1814 (0.1877)  loss_bbox_dn_2: 0.1654 (0.1674)  loss_bbox_dn_3: 0.1600 (0.1616)  loss_bbox_dn_4: 0.1583 (0.1602)  loss_bbox_dn_5: 0.1583 (0.1602)  loss_giou: 0.4666 (0.4638)  loss_giou_aux_0: 0.4720 (0.4865)  loss_giou_aux_1: 0.4787 (0.4736)  loss_giou_aux_2: 0.4673 (0.4681)  loss_giou_aux_3: 0.4625 (0.4651)  loss_giou_aux_4: 0.4558 (0.4636)  loss_giou_aux_5: 0.5326 (0.5491)  loss_giou_dn_0: 0.5785 (0.5642)  loss_giou_dn_1: 0.4699 (0.4567)  loss_giou_dn_2: 0.4446 (0.4259)  loss_giou_dn_3: 0.4326 (0.4177)  loss_giou_dn_4: 0.4299 (0.4156)  loss_giou_dn_5: 0.4303 (0.4158)  loss_vfl: 0.6809 (0.6587)  loss_vfl_aux_0: 0.7333 (0.7562)  loss_vfl_aux_1: 0.7213 (0.7108)  loss_vfl_aux_2: 0.6921 (0.6849)  loss_vfl_aux_3: 0.6892 (0.6706)  loss_vfl_aux_4: 0.6821 (0.6632)  loss_vfl_aux_5: 0.7381 (0.7437)  loss_vfl_dn_0: 0.4522 (0.4471)  loss_vfl_dn_1: 0.3871 (0.3813)  loss_vfl_dn_2: 0.3728 (0.3654)  loss_vfl_dn_3: 0.3628 (0.3582)  loss_vfl_dn_4: 0.3606 (0.3557)  loss_vfl_dn_5: 0.3594 (0.3550)
Test:  [  0/157]  eta: 0:04:23    time: 1.6791  data: 1.2500  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5117  data: 0.1367  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3914  data: 0.0264  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3854  data: 0.0261  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3872  data: 0.0254  max mem: 5654
Test:  [ 50/157]  eta: 0:00:44    time: 0.3956  data: 0.0264  max mem: 5654
Test:  [ 60/157]  eta: 0:00:40    time: 0.3998  data: 0.0265  max mem: 5654
Test:  [ 70/157]  eta: 0:00:35    time: 0.3975  data: 0.0266  max mem: 5654
Test:  [ 80/157]  eta: 0:00:31    time: 0.4010  data: 0.0263  max mem: 5654
Test:  [ 90/157]  eta: 0:00:27    time: 0.4028  data: 0.0256  max mem: 5654
Test:  [100/157]  eta: 0:00:23    time: 0.3929  data: 0.0253  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.6960  data: 0.0251  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.6960  data: 0.0257  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3890  data: 0.0257  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3839  data: 0.0257  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3712  data: 0.0261  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3600  data: 0.0248  max mem: 5654
Test: Total time: 0:01:08 (0.4390 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.14s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.532
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.712
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.574
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.352
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.709
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.391
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.656
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.723
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.546
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.771
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
best_stat:  {'epoch': 56, 'coco_eval_bbox': 0.5316288688767281}
Epoch: [57]  [   0/7393]  eta: 1 day, 4:18:43  lr: 0.000010  loss: 16.0527 (16.0527)  loss_bbox: 0.1186 (0.1186)  loss_bbox_aux_0: 0.1129 (0.1129)  loss_bbox_aux_1: 0.1048 (0.1048)  loss_bbox_aux_2: 0.1062 (0.1062)  loss_bbox_aux_3: 0.1115 (0.1115)  loss_bbox_aux_4: 0.1185 (0.1185)  loss_bbox_aux_5: 0.1435 (0.1435)  loss_bbox_dn_0: 0.1626 (0.1626)  loss_bbox_dn_1: 0.1195 (0.1195)  loss_bbox_dn_2: 0.1097 (0.1097)  loss_bbox_dn_3: 0.1083 (0.1083)  loss_bbox_dn_4: 0.1085 (0.1085)  loss_bbox_dn_5: 0.1085 (0.1085)  loss_giou: 0.5950 (0.5950)  loss_giou_aux_0: 0.6005 (0.6005)  loss_giou_aux_1: 0.5868 (0.5868)  loss_giou_aux_2: 0.5817 (0.5817)  loss_giou_aux_3: 0.5961 (0.5961)  loss_giou_aux_4: 0.5948 (0.5948)  loss_giou_aux_5: 0.6638 (0.6638)  loss_giou_dn_0: 0.6536 (0.6536)  loss_giou_dn_1: 0.5503 (0.5503)  loss_giou_dn_2: 0.5202 (0.5202)  loss_giou_dn_3: 0.5160 (0.5160)  loss_giou_dn_4: 0.5149 (0.5149)  loss_giou_dn_5: 0.5150 (0.5150)  loss_vfl: 0.6301 (0.6301)  loss_vfl_aux_0: 0.7178 (0.7178)  loss_vfl_aux_1: 0.6814 (0.6814)  loss_vfl_aux_2: 0.6741 (0.6741)  loss_vfl_aux_3: 0.6410 (0.6410)  loss_vfl_aux_4: 0.6334 (0.6334)  loss_vfl_aux_5: 0.7086 (0.7086)  loss_vfl_dn_0: 0.4410 (0.4410)  loss_vfl_dn_1: 0.3847 (0.3847)  loss_vfl_dn_2: 0.3852 (0.3852)  loss_vfl_dn_3: 0.3786 (0.3786)  loss_vfl_dn_4: 0.3776 (0.3776)  loss_vfl_dn_5: 0.3776 (0.3776)  time: 13.7865  data: 3.5664  max mem: 5654
Epoch: [57]  [ 100/7393]  eta: 1:17:16  lr: 0.000010  loss: 15.2498 (15.3382)  loss_bbox: 0.1509 (0.1537)  loss_bbox_aux_0: 0.1535 (0.1639)  loss_bbox_aux_1: 0.1557 (0.1547)  loss_bbox_aux_2: 0.1485 (0.1536)  loss_bbox_aux_3: 0.1471 (0.1520)  loss_bbox_aux_4: 0.1489 (0.1530)  loss_bbox_aux_5: 0.2030 (0.2037)  loss_bbox_dn_0: 0.2708 (0.2697)  loss_bbox_dn_1: 0.1966 (0.1963)  loss_bbox_dn_2: 0.1682 (0.1751)  loss_bbox_dn_3: 0.1620 (0.1688)  loss_bbox_dn_4: 0.1574 (0.1672)  loss_bbox_dn_5: 0.1574 (0.1672)  loss_giou: 0.4381 (0.4533)  loss_giou_aux_0: 0.4459 (0.4722)  loss_giou_aux_1: 0.4440 (0.4605)  loss_giou_aux_2: 0.4457 (0.4569)  loss_giou_aux_3: 0.4389 (0.4531)  loss_giou_aux_4: 0.4380 (0.4528)  loss_giou_aux_5: 0.5075 (0.5360)  loss_giou_dn_0: 0.5555 (0.5551)  loss_giou_dn_1: 0.4348 (0.4471)  loss_giou_dn_2: 0.4130 (0.4169)  loss_giou_dn_3: 0.4069 (0.4086)  loss_giou_dn_4: 0.4035 (0.4065)  loss_giou_dn_5: 0.4037 (0.4068)  loss_vfl: 0.6385 (0.6518)  loss_vfl_aux_0: 0.7304 (0.7617)  loss_vfl_aux_1: 0.6995 (0.7171)  loss_vfl_aux_2: 0.6594 (0.6828)  loss_vfl_aux_3: 0.6710 (0.6705)  loss_vfl_aux_4: 0.6521 (0.6574)  loss_vfl_aux_5: 0.7291 (0.7450)  loss_vfl_dn_0: 0.4414 (0.4461)  loss_vfl_dn_1: 0.3788 (0.3791)  loss_vfl_dn_2: 0.3642 (0.3624)  loss_vfl_dn_3: 0.3609 (0.3549)  loss_vfl_dn_4: 0.3583 (0.3526)  loss_vfl_dn_5: 0.3574 (0.3517)  time: 0.4978  data: 0.0144  max mem: 5654
Epoch: [57]  [ 200/7393]  eta: 1:07:18  lr: 0.000010  loss: 15.3439 (15.4464)  loss_bbox: 0.1354 (0.1496)  loss_bbox_aux_0: 0.1480 (0.1605)  loss_bbox_aux_1: 0.1387 (0.1523)  loss_bbox_aux_2: 0.1384 (0.1509)  loss_bbox_aux_3: 0.1423 (0.1491)  loss_bbox_aux_4: 0.1350 (0.1495)  loss_bbox_aux_5: 0.1894 (0.1973)  loss_bbox_dn_0: 0.2548 (0.2590)  loss_bbox_dn_1: 0.1830 (0.1885)  loss_bbox_dn_2: 0.1591 (0.1683)  loss_bbox_dn_3: 0.1565 (0.1627)  loss_bbox_dn_4: 0.1517 (0.1611)  loss_bbox_dn_5: 0.1517 (0.1611)  loss_giou: 0.4374 (0.4680)  loss_giou_aux_0: 0.4574 (0.4888)  loss_giou_aux_1: 0.4406 (0.4768)  loss_giou_aux_2: 0.4241 (0.4726)  loss_giou_aux_3: 0.4177 (0.4682)  loss_giou_aux_4: 0.4147 (0.4680)  loss_giou_aux_5: 0.5192 (0.5503)  loss_giou_dn_0: 0.5650 (0.5656)  loss_giou_dn_1: 0.4522 (0.4581)  loss_giou_dn_2: 0.4245 (0.4275)  loss_giou_dn_3: 0.4163 (0.4191)  loss_giou_dn_4: 0.4118 (0.4169)  loss_giou_dn_5: 0.4121 (0.4172)  loss_vfl: 0.6621 (0.6532)  loss_vfl_aux_0: 0.7312 (0.7574)  loss_vfl_aux_1: 0.7071 (0.7150)  loss_vfl_aux_2: 0.6775 (0.6833)  loss_vfl_aux_3: 0.6694 (0.6704)  loss_vfl_aux_4: 0.6575 (0.6585)  loss_vfl_aux_5: 0.7341 (0.7431)  loss_vfl_dn_0: 0.4459 (0.4470)  loss_vfl_dn_1: 0.3845 (0.3812)  loss_vfl_dn_2: 0.3683 (0.3646)  loss_vfl_dn_3: 0.3617 (0.3572)  loss_vfl_dn_4: 0.3586 (0.3547)  loss_vfl_dn_5: 0.3591 (0.3539)  time: 0.4890  data: 0.0147  max mem: 5654
Epoch: [57]  [ 300/7393]  eta: 1:03:17  lr: 0.000010  loss: 15.3470 (15.4118)  loss_bbox: 0.1347 (0.1492)  loss_bbox_aux_0: 0.1573 (0.1605)  loss_bbox_aux_1: 0.1450 (0.1518)  loss_bbox_aux_2: 0.1379 (0.1506)  loss_bbox_aux_3: 0.1372 (0.1487)  loss_bbox_aux_4: 0.1395 (0.1488)  loss_bbox_aux_5: 0.2014 (0.1973)  loss_bbox_dn_0: 0.2596 (0.2575)  loss_bbox_dn_1: 0.1802 (0.1880)  loss_bbox_dn_2: 0.1545 (0.1677)  loss_bbox_dn_3: 0.1503 (0.1621)  loss_bbox_dn_4: 0.1472 (0.1606)  loss_bbox_dn_5: 0.1472 (0.1606)  loss_giou: 0.4516 (0.4651)  loss_giou_aux_0: 0.4804 (0.4866)  loss_giou_aux_1: 0.4673 (0.4732)  loss_giou_aux_2: 0.4538 (0.4694)  loss_giou_aux_3: 0.4529 (0.4655)  loss_giou_aux_4: 0.4513 (0.4649)  loss_giou_aux_5: 0.5413 (0.5486)  loss_giou_dn_0: 0.5663 (0.5642)  loss_giou_dn_1: 0.4416 (0.4564)  loss_giou_dn_2: 0.4079 (0.4259)  loss_giou_dn_3: 0.4034 (0.4177)  loss_giou_dn_4: 0.4003 (0.4155)  loss_giou_dn_5: 0.4005 (0.4157)  loss_vfl: 0.6586 (0.6539)  loss_vfl_aux_0: 0.7247 (0.7564)  loss_vfl_aux_1: 0.7071 (0.7159)  loss_vfl_aux_2: 0.6625 (0.6831)  loss_vfl_aux_3: 0.6518 (0.6690)  loss_vfl_aux_4: 0.6540 (0.6592)  loss_vfl_aux_5: 0.7298 (0.7426)  loss_vfl_dn_0: 0.4486 (0.4471)  loss_vfl_dn_1: 0.3831 (0.3814)  loss_vfl_dn_2: 0.3612 (0.3646)  loss_vfl_dn_3: 0.3510 (0.3575)  loss_vfl_dn_4: 0.3460 (0.3548)  loss_vfl_dn_5: 0.3454 (0.3541)  time: 0.4822  data: 0.0149  max mem: 5654
Epoch: [57]  [ 400/7393]  eta: 1:00:56  lr: 0.000010  loss: 15.4298 (15.4014)  loss_bbox: 0.1430 (0.1486)  loss_bbox_aux_0: 0.1665 (0.1605)  loss_bbox_aux_1: 0.1511 (0.1517)  loss_bbox_aux_2: 0.1560 (0.1503)  loss_bbox_aux_3: 0.1435 (0.1482)  loss_bbox_aux_4: 0.1430 (0.1483)  loss_bbox_aux_5: 0.1933 (0.1971)  loss_bbox_dn_0: 0.2727 (0.2584)  loss_bbox_dn_1: 0.1993 (0.1889)  loss_bbox_dn_2: 0.1790 (0.1685)  loss_bbox_dn_3: 0.1695 (0.1628)  loss_bbox_dn_4: 0.1687 (0.1613)  loss_bbox_dn_5: 0.1687 (0.1613)  loss_giou: 0.4385 (0.4620)  loss_giou_aux_0: 0.4562 (0.4838)  loss_giou_aux_1: 0.4396 (0.4701)  loss_giou_aux_2: 0.4404 (0.4663)  loss_giou_aux_3: 0.4392 (0.4625)  loss_giou_aux_4: 0.4384 (0.4620)  loss_giou_aux_5: 0.5217 (0.5458)  loss_giou_dn_0: 0.5405 (0.5635)  loss_giou_dn_1: 0.4356 (0.4561)  loss_giou_dn_2: 0.3984 (0.4254)  loss_giou_dn_3: 0.3913 (0.4171)  loss_giou_dn_4: 0.3886 (0.4150)  loss_giou_dn_5: 0.3886 (0.4152)  loss_vfl: 0.6783 (0.6569)  loss_vfl_aux_0: 0.7791 (0.7580)  loss_vfl_aux_1: 0.7163 (0.7172)  loss_vfl_aux_2: 0.6946 (0.6848)  loss_vfl_aux_3: 0.6661 (0.6699)  loss_vfl_aux_4: 0.6795 (0.6614)  loss_vfl_aux_5: 0.7634 (0.7454)  loss_vfl_dn_0: 0.4450 (0.4465)  loss_vfl_dn_1: 0.3789 (0.3807)  loss_vfl_dn_2: 0.3605 (0.3642)  loss_vfl_dn_3: 0.3549 (0.3571)  loss_vfl_dn_4: 0.3530 (0.3545)  loss_vfl_dn_5: 0.3535 (0.3537)  time: 0.4895  data: 0.0145  max mem: 5654
Epoch: [57]  [ 500/7393]  eta: 0:59:07  lr: 0.000010  loss: 15.1659 (15.4555)  loss_bbox: 0.1489 (0.1492)  loss_bbox_aux_0: 0.1569 (0.1610)  loss_bbox_aux_1: 0.1507 (0.1525)  loss_bbox_aux_2: 0.1520 (0.1513)  loss_bbox_aux_3: 0.1498 (0.1490)  loss_bbox_aux_4: 0.1489 (0.1489)  loss_bbox_aux_5: 0.1900 (0.1969)  loss_bbox_dn_0: 0.2449 (0.2578)  loss_bbox_dn_1: 0.1685 (0.1886)  loss_bbox_dn_2: 0.1537 (0.1683)  loss_bbox_dn_3: 0.1444 (0.1627)  loss_bbox_dn_4: 0.1444 (0.1612)  loss_bbox_dn_5: 0.1444 (0.1612)  loss_giou: 0.4611 (0.4656)  loss_giou_aux_0: 0.4812 (0.4880)  loss_giou_aux_1: 0.4701 (0.4742)  loss_giou_aux_2: 0.4655 (0.4702)  loss_giou_aux_3: 0.4623 (0.4666)  loss_giou_aux_4: 0.4611 (0.4659)  loss_giou_aux_5: 0.5446 (0.5498)  loss_giou_dn_0: 0.5542 (0.5666)  loss_giou_dn_1: 0.4494 (0.4592)  loss_giou_dn_2: 0.4164 (0.4285)  loss_giou_dn_3: 0.4028 (0.4202)  loss_giou_dn_4: 0.4001 (0.4181)  loss_giou_dn_5: 0.4003 (0.4183)  loss_vfl: 0.6301 (0.6582)  loss_vfl_aux_0: 0.7207 (0.7576)  loss_vfl_aux_1: 0.6957 (0.7158)  loss_vfl_aux_2: 0.6534 (0.6852)  loss_vfl_aux_3: 0.6387 (0.6708)  loss_vfl_aux_4: 0.6422 (0.6626)  loss_vfl_aux_5: 0.7323 (0.7439)  loss_vfl_dn_0: 0.4384 (0.4464)  loss_vfl_dn_1: 0.3784 (0.3813)  loss_vfl_dn_2: 0.3607 (0.3652)  loss_vfl_dn_3: 0.3560 (0.3581)  loss_vfl_dn_4: 0.3551 (0.3555)  loss_vfl_dn_5: 0.3554 (0.3548)  time: 0.4992  data: 0.0142  max mem: 5654
Epoch: [57]  [ 600/7393]  eta: 0:57:38  lr: 0.000010  loss: 15.4245 (15.4374)  loss_bbox: 0.1355 (0.1486)  loss_bbox_aux_0: 0.1413 (0.1606)  loss_bbox_aux_1: 0.1373 (0.1521)  loss_bbox_aux_2: 0.1378 (0.1507)  loss_bbox_aux_3: 0.1303 (0.1486)  loss_bbox_aux_4: 0.1374 (0.1484)  loss_bbox_aux_5: 0.1765 (0.1966)  loss_bbox_dn_0: 0.2391 (0.2577)  loss_bbox_dn_1: 0.1714 (0.1883)  loss_bbox_dn_2: 0.1491 (0.1678)  loss_bbox_dn_3: 0.1412 (0.1622)  loss_bbox_dn_4: 0.1414 (0.1608)  loss_bbox_dn_5: 0.1414 (0.1608)  loss_giou: 0.4798 (0.4644)  loss_giou_aux_0: 0.4926 (0.4867)  loss_giou_aux_1: 0.4913 (0.4730)  loss_giou_aux_2: 0.4814 (0.4688)  loss_giou_aux_3: 0.4822 (0.4653)  loss_giou_aux_4: 0.4832 (0.4645)  loss_giou_aux_5: 0.5544 (0.5493)  loss_giou_dn_0: 0.5563 (0.5660)  loss_giou_dn_1: 0.4638 (0.4584)  loss_giou_dn_2: 0.4302 (0.4274)  loss_giou_dn_3: 0.4212 (0.4191)  loss_giou_dn_4: 0.4189 (0.4171)  loss_giou_dn_5: 0.4189 (0.4173)  loss_vfl: 0.6288 (0.6586)  loss_vfl_aux_0: 0.7303 (0.7591)  loss_vfl_aux_1: 0.6938 (0.7164)  loss_vfl_aux_2: 0.6581 (0.6858)  loss_vfl_aux_3: 0.6418 (0.6717)  loss_vfl_aux_4: 0.6351 (0.6635)  loss_vfl_aux_5: 0.7215 (0.7439)  loss_vfl_dn_0: 0.4455 (0.4459)  loss_vfl_dn_1: 0.3775 (0.3806)  loss_vfl_dn_2: 0.3648 (0.3647)  loss_vfl_dn_3: 0.3567 (0.3576)  loss_vfl_dn_4: 0.3530 (0.3550)  loss_vfl_dn_5: 0.3522 (0.3543)  time: 0.4787  data: 0.0144  max mem: 5654
Epoch: [57]  [ 700/7393]  eta: 0:56:22  lr: 0.000010  loss: 14.9995 (15.4466)  loss_bbox: 0.1283 (0.1478)  loss_bbox_aux_0: 0.1477 (0.1603)  loss_bbox_aux_1: 0.1391 (0.1517)  loss_bbox_aux_2: 0.1302 (0.1500)  loss_bbox_aux_3: 0.1302 (0.1479)  loss_bbox_aux_4: 0.1322 (0.1477)  loss_bbox_aux_5: 0.2044 (0.1965)  loss_bbox_dn_0: 0.2509 (0.2576)  loss_bbox_dn_1: 0.1830 (0.1883)  loss_bbox_dn_2: 0.1593 (0.1678)  loss_bbox_dn_3: 0.1488 (0.1622)  loss_bbox_dn_4: 0.1484 (0.1608)  loss_bbox_dn_5: 0.1486 (0.1608)  loss_giou: 0.3893 (0.4636)  loss_giou_aux_0: 0.4117 (0.4864)  loss_giou_aux_1: 0.3981 (0.4729)  loss_giou_aux_2: 0.4010 (0.4682)  loss_giou_aux_3: 0.3879 (0.4646)  loss_giou_aux_4: 0.3872 (0.4638)  loss_giou_aux_5: 0.4701 (0.5493)  loss_giou_dn_0: 0.5373 (0.5666)  loss_giou_dn_1: 0.4353 (0.4587)  loss_giou_dn_2: 0.3971 (0.4277)  loss_giou_dn_3: 0.3882 (0.4193)  loss_giou_dn_4: 0.3863 (0.4173)  loss_giou_dn_5: 0.3876 (0.4175)  loss_vfl: 0.6485 (0.6609)  loss_vfl_aux_0: 0.7638 (0.7605)  loss_vfl_aux_1: 0.7033 (0.7173)  loss_vfl_aux_2: 0.6783 (0.6882)  loss_vfl_aux_3: 0.6751 (0.6739)  loss_vfl_aux_4: 0.6598 (0.6655)  loss_vfl_aux_5: 0.7373 (0.7442)  loss_vfl_dn_0: 0.4481 (0.4464)  loss_vfl_dn_1: 0.3785 (0.3811)  loss_vfl_dn_2: 0.3676 (0.3651)  loss_vfl_dn_3: 0.3587 (0.3580)  loss_vfl_dn_4: 0.3539 (0.3555)  loss_vfl_dn_5: 0.3550 (0.3547)  time: 0.4752  data: 0.0145  max mem: 5654
Epoch: [57]  [ 800/7393]  eta: 0:55:07  lr: 0.000010  loss: 15.0282 (15.4324)  loss_bbox: 0.1375 (0.1481)  loss_bbox_aux_0: 0.1502 (0.1607)  loss_bbox_aux_1: 0.1417 (0.1523)  loss_bbox_aux_2: 0.1385 (0.1502)  loss_bbox_aux_3: 0.1371 (0.1480)  loss_bbox_aux_4: 0.1375 (0.1480)  loss_bbox_aux_5: 0.1928 (0.1975)  loss_bbox_dn_0: 0.2167 (0.2585)  loss_bbox_dn_1: 0.1630 (0.1890)  loss_bbox_dn_2: 0.1545 (0.1685)  loss_bbox_dn_3: 0.1479 (0.1628)  loss_bbox_dn_4: 0.1472 (0.1614)  loss_bbox_dn_5: 0.1472 (0.1614)  loss_giou: 0.4563 (0.4622)  loss_giou_aux_0: 0.4644 (0.4848)  loss_giou_aux_1: 0.4556 (0.4717)  loss_giou_aux_2: 0.4533 (0.4667)  loss_giou_aux_3: 0.4452 (0.4632)  loss_giou_aux_4: 0.4441 (0.4624)  loss_giou_aux_5: 0.5143 (0.5481)  loss_giou_dn_0: 0.5680 (0.5657)  loss_giou_dn_1: 0.4432 (0.4579)  loss_giou_dn_2: 0.4104 (0.4269)  loss_giou_dn_3: 0.4028 (0.4185)  loss_giou_dn_4: 0.3985 (0.4165)  loss_giou_dn_5: 0.3985 (0.4166)  loss_vfl: 0.6493 (0.6600)  loss_vfl_aux_0: 0.7633 (0.7596)  loss_vfl_aux_1: 0.7010 (0.7159)  loss_vfl_aux_2: 0.6750 (0.6876)  loss_vfl_aux_3: 0.6804 (0.6733)  loss_vfl_aux_4: 0.6502 (0.6644)  loss_vfl_aux_5: 0.7496 (0.7435)  loss_vfl_dn_0: 0.4417 (0.4465)  loss_vfl_dn_1: 0.3745 (0.3810)  loss_vfl_dn_2: 0.3609 (0.3652)  loss_vfl_dn_3: 0.3544 (0.3580)  loss_vfl_dn_4: 0.3492 (0.3554)  loss_vfl_dn_5: 0.3478 (0.3547)  time: 0.4787  data: 0.0139  max mem: 5654
Epoch: [57]  [ 900/7393]  eta: 0:54:04  lr: 0.000010  loss: 15.5415 (15.4294)  loss_bbox: 0.1374 (0.1480)  loss_bbox_aux_0: 0.1461 (0.1606)  loss_bbox_aux_1: 0.1408 (0.1523)  loss_bbox_aux_2: 0.1361 (0.1501)  loss_bbox_aux_3: 0.1340 (0.1480)  loss_bbox_aux_4: 0.1357 (0.1480)  loss_bbox_aux_5: 0.1716 (0.1971)  loss_bbox_dn_0: 0.2035 (0.2575)  loss_bbox_dn_1: 0.1581 (0.1882)  loss_bbox_dn_2: 0.1412 (0.1678)  loss_bbox_dn_3: 0.1311 (0.1621)  loss_bbox_dn_4: 0.1314 (0.1607)  loss_bbox_dn_5: 0.1315 (0.1607)  loss_giou: 0.4718 (0.4635)  loss_giou_aux_0: 0.5017 (0.4861)  loss_giou_aux_1: 0.4823 (0.4729)  loss_giou_aux_2: 0.4820 (0.4680)  loss_giou_aux_3: 0.4777 (0.4646)  loss_giou_aux_4: 0.4716 (0.4638)  loss_giou_aux_5: 0.5457 (0.5494)  loss_giou_dn_0: 0.5791 (0.5660)  loss_giou_dn_1: 0.4817 (0.4582)  loss_giou_dn_2: 0.4500 (0.4272)  loss_giou_dn_3: 0.4379 (0.4189)  loss_giou_dn_4: 0.4342 (0.4169)  loss_giou_dn_5: 0.4338 (0.4170)  loss_vfl: 0.6111 (0.6587)  loss_vfl_aux_0: 0.7129 (0.7583)  loss_vfl_aux_1: 0.6769 (0.7143)  loss_vfl_aux_2: 0.6352 (0.6862)  loss_vfl_aux_3: 0.6258 (0.6718)  loss_vfl_aux_4: 0.6140 (0.6630)  loss_vfl_aux_5: 0.6871 (0.7417)  loss_vfl_dn_0: 0.4424 (0.4466)  loss_vfl_dn_1: 0.3810 (0.3812)  loss_vfl_dn_2: 0.3614 (0.3653)  loss_vfl_dn_3: 0.3536 (0.3582)  loss_vfl_dn_4: 0.3524 (0.3556)  loss_vfl_dn_5: 0.3512 (0.3549)  time: 0.4845  data: 0.0140  max mem: 5654
Epoch: [57]  [1000/7393]  eta: 0:53:10  lr: 0.000010  loss: 15.2098 (15.4107)  loss_bbox: 0.1386 (0.1479)  loss_bbox_aux_0: 0.1571 (0.1605)  loss_bbox_aux_1: 0.1429 (0.1523)  loss_bbox_aux_2: 0.1336 (0.1502)  loss_bbox_aux_3: 0.1382 (0.1480)  loss_bbox_aux_4: 0.1363 (0.1479)  loss_bbox_aux_5: 0.1816 (0.1970)  loss_bbox_dn_0: 0.2085 (0.2576)  loss_bbox_dn_1: 0.1526 (0.1884)  loss_bbox_dn_2: 0.1433 (0.1679)  loss_bbox_dn_3: 0.1409 (0.1622)  loss_bbox_dn_4: 0.1391 (0.1608)  loss_bbox_dn_5: 0.1391 (0.1608)  loss_giou: 0.4392 (0.4622)  loss_giou_aux_0: 0.4558 (0.4848)  loss_giou_aux_1: 0.4619 (0.4715)  loss_giou_aux_2: 0.4592 (0.4667)  loss_giou_aux_3: 0.4514 (0.4633)  loss_giou_aux_4: 0.4391 (0.4625)  loss_giou_aux_5: 0.5212 (0.5481)  loss_giou_dn_0: 0.5788 (0.5651)  loss_giou_dn_1: 0.4714 (0.4574)  loss_giou_dn_2: 0.4420 (0.4264)  loss_giou_dn_3: 0.4351 (0.4180)  loss_giou_dn_4: 0.4314 (0.4160)  loss_giou_dn_5: 0.4315 (0.4162)  loss_vfl: 0.6589 (0.6585)  loss_vfl_aux_0: 0.7431 (0.7575)  loss_vfl_aux_1: 0.6821 (0.7139)  loss_vfl_aux_2: 0.6684 (0.6856)  loss_vfl_aux_3: 0.6531 (0.6714)  loss_vfl_aux_4: 0.6585 (0.6627)  loss_vfl_aux_5: 0.7409 (0.7413)  loss_vfl_dn_0: 0.4387 (0.4464)  loss_vfl_dn_1: 0.3791 (0.3809)  loss_vfl_dn_2: 0.3621 (0.3650)  loss_vfl_dn_3: 0.3580 (0.3578)  loss_vfl_dn_4: 0.3548 (0.3553)  loss_vfl_dn_5: 0.3541 (0.3545)  time: 0.4851  data: 0.0141  max mem: 5654
Epoch: [57]  [1100/7393]  eta: 0:52:10  lr: 0.000010  loss: 15.1484 (15.4222)  loss_bbox: 0.1355 (0.1481)  loss_bbox_aux_0: 0.1503 (0.1607)  loss_bbox_aux_1: 0.1507 (0.1525)  loss_bbox_aux_2: 0.1398 (0.1503)  loss_bbox_aux_3: 0.1351 (0.1482)  loss_bbox_aux_4: 0.1316 (0.1481)  loss_bbox_aux_5: 0.1732 (0.1968)  loss_bbox_dn_0: 0.2168 (0.2573)  loss_bbox_dn_1: 0.1497 (0.1884)  loss_bbox_dn_2: 0.1363 (0.1680)  loss_bbox_dn_3: 0.1315 (0.1623)  loss_bbox_dn_4: 0.1319 (0.1610)  loss_bbox_dn_5: 0.1319 (0.1610)  loss_giou: 0.4490 (0.4638)  loss_giou_aux_0: 0.4627 (0.4865)  loss_giou_aux_1: 0.4521 (0.4732)  loss_giou_aux_2: 0.4243 (0.4683)  loss_giou_aux_3: 0.4347 (0.4650)  loss_giou_aux_4: 0.4358 (0.4641)  loss_giou_aux_5: 0.5034 (0.5492)  loss_giou_dn_0: 0.5528 (0.5658)  loss_giou_dn_1: 0.4552 (0.4582)  loss_giou_dn_2: 0.4246 (0.4273)  loss_giou_dn_3: 0.4163 (0.4190)  loss_giou_dn_4: 0.4127 (0.4170)  loss_giou_dn_5: 0.4128 (0.4172)  loss_vfl: 0.6246 (0.6581)  loss_vfl_aux_0: 0.7123 (0.7562)  loss_vfl_aux_1: 0.6582 (0.7125)  loss_vfl_aux_2: 0.6358 (0.6848)  loss_vfl_aux_3: 0.6300 (0.6706)  loss_vfl_aux_4: 0.6238 (0.6621)  loss_vfl_aux_5: 0.7016 (0.7402)  loss_vfl_dn_0: 0.4477 (0.4463)  loss_vfl_dn_1: 0.3786 (0.3809)  loss_vfl_dn_2: 0.3645 (0.3651)  loss_vfl_dn_3: 0.3600 (0.3579)  loss_vfl_dn_4: 0.3573 (0.3554)  loss_vfl_dn_5: 0.3578 (0.3547)  time: 0.4763  data: 0.0139  max mem: 5654
Epoch: [57]  [1200/7393]  eta: 0:51:48  lr: 0.000010  loss: 15.3321 (15.4285)  loss_bbox: 0.1530 (0.1484)  loss_bbox_aux_0: 0.1569 (0.1608)  loss_bbox_aux_1: 0.1587 (0.1528)  loss_bbox_aux_2: 0.1511 (0.1505)  loss_bbox_aux_3: 0.1543 (0.1483)  loss_bbox_aux_4: 0.1530 (0.1484)  loss_bbox_aux_5: 0.1860 (0.1967)  loss_bbox_dn_0: 0.2282 (0.2573)  loss_bbox_dn_1: 0.1680 (0.1884)  loss_bbox_dn_2: 0.1525 (0.1680)  loss_bbox_dn_3: 0.1500 (0.1623)  loss_bbox_dn_4: 0.1500 (0.1609)  loss_bbox_dn_5: 0.1500 (0.1609)  loss_giou: 0.4942 (0.4644)  loss_giou_aux_0: 0.5151 (0.4869)  loss_giou_aux_1: 0.5039 (0.4740)  loss_giou_aux_2: 0.4929 (0.4689)  loss_giou_aux_3: 0.4876 (0.4656)  loss_giou_aux_4: 0.4939 (0.4648)  loss_giou_aux_5: 0.5804 (0.5497)  loss_giou_dn_0: 0.5773 (0.5661)  loss_giou_dn_1: 0.4568 (0.4586)  loss_giou_dn_2: 0.4341 (0.4276)  loss_giou_dn_3: 0.4310 (0.4193)  loss_giou_dn_4: 0.4306 (0.4173)  loss_giou_dn_5: 0.4322 (0.4175)  loss_vfl: 0.6229 (0.6580)  loss_vfl_aux_0: 0.7303 (0.7562)  loss_vfl_aux_1: 0.6593 (0.7118)  loss_vfl_aux_2: 0.6637 (0.6849)  loss_vfl_aux_3: 0.6435 (0.6708)  loss_vfl_aux_4: 0.6285 (0.6619)  loss_vfl_aux_5: 0.7090 (0.7399)  loss_vfl_dn_0: 0.4432 (0.4463)  loss_vfl_dn_1: 0.3806 (0.3810)  loss_vfl_dn_2: 0.3606 (0.3651)  loss_vfl_dn_3: 0.3556 (0.3580)  loss_vfl_dn_4: 0.3544 (0.3555)  loss_vfl_dn_5: 0.3531 (0.3548)  time: 0.4840  data: 0.0136  max mem: 5654
Epoch: [57]  [1300/7393]  eta: 0:50:47  lr: 0.000010  loss: 15.2858 (15.4407)  loss_bbox: 0.1357 (0.1483)  loss_bbox_aux_0: 0.1409 (0.1605)  loss_bbox_aux_1: 0.1412 (0.1527)  loss_bbox_aux_2: 0.1393 (0.1503)  loss_bbox_aux_3: 0.1352 (0.1482)  loss_bbox_aux_4: 0.1357 (0.1483)  loss_bbox_aux_5: 0.1874 (0.1964)  loss_bbox_dn_0: 0.2342 (0.2565)  loss_bbox_dn_1: 0.1672 (0.1878)  loss_bbox_dn_2: 0.1396 (0.1675)  loss_bbox_dn_3: 0.1341 (0.1618)  loss_bbox_dn_4: 0.1312 (0.1605)  loss_bbox_dn_5: 0.1312 (0.1605)  loss_giou: 0.4536 (0.4664)  loss_giou_aux_0: 0.4869 (0.4887)  loss_giou_aux_1: 0.4746 (0.4758)  loss_giou_aux_2: 0.4681 (0.4708)  loss_giou_aux_3: 0.4590 (0.4675)  loss_giou_aux_4: 0.4539 (0.4668)  loss_giou_aux_5: 0.5483 (0.5513)  loss_giou_dn_0: 0.5471 (0.5674)  loss_giou_dn_1: 0.4564 (0.4598)  loss_giou_dn_2: 0.4263 (0.4288)  loss_giou_dn_3: 0.4127 (0.4206)  loss_giou_dn_4: 0.4084 (0.4186)  loss_giou_dn_5: 0.4084 (0.4187)  loss_vfl: 0.6490 (0.6574)  loss_vfl_aux_0: 0.7343 (0.7552)  loss_vfl_aux_1: 0.6906 (0.7108)  loss_vfl_aux_2: 0.6803 (0.6842)  loss_vfl_aux_3: 0.6564 (0.6703)  loss_vfl_aux_4: 0.6476 (0.6612)  loss_vfl_aux_5: 0.7300 (0.7391)  loss_vfl_dn_0: 0.4391 (0.4462)  loss_vfl_dn_1: 0.3833 (0.3813)  loss_vfl_dn_2: 0.3669 (0.3654)  loss_vfl_dn_3: 0.3577 (0.3584)  loss_vfl_dn_4: 0.3546 (0.3558)  loss_vfl_dn_5: 0.3554 (0.3551)  time: 0.4870  data: 0.0136  max mem: 5654
Epoch: [57]  [1400/7393]  eta: 0:49:50  lr: 0.000010  loss: 15.0496 (15.4329)  loss_bbox: 0.1313 (0.1480)  loss_bbox_aux_0: 0.1488 (0.1604)  loss_bbox_aux_1: 0.1408 (0.1526)  loss_bbox_aux_2: 0.1315 (0.1501)  loss_bbox_aux_3: 0.1314 (0.1480)  loss_bbox_aux_4: 0.1276 (0.1481)  loss_bbox_aux_5: 0.1900 (0.1964)  loss_bbox_dn_0: 0.2508 (0.2561)  loss_bbox_dn_1: 0.1826 (0.1874)  loss_bbox_dn_2: 0.1609 (0.1671)  loss_bbox_dn_3: 0.1553 (0.1615)  loss_bbox_dn_4: 0.1514 (0.1601)  loss_bbox_dn_5: 0.1513 (0.1601)  loss_giou: 0.4355 (0.4659)  loss_giou_aux_0: 0.4441 (0.4883)  loss_giou_aux_1: 0.4420 (0.4756)  loss_giou_aux_2: 0.4379 (0.4703)  loss_giou_aux_3: 0.4373 (0.4670)  loss_giou_aux_4: 0.4354 (0.4663)  loss_giou_aux_5: 0.4973 (0.5508)  loss_giou_dn_0: 0.5389 (0.5669)  loss_giou_dn_1: 0.4387 (0.4594)  loss_giou_dn_2: 0.3963 (0.4284)  loss_giou_dn_3: 0.3920 (0.4202)  loss_giou_dn_4: 0.3922 (0.4182)  loss_giou_dn_5: 0.3926 (0.4183)  loss_vfl: 0.6759 (0.6575)  loss_vfl_aux_0: 0.7494 (0.7557)  loss_vfl_aux_1: 0.6995 (0.7105)  loss_vfl_aux_2: 0.7032 (0.6844)  loss_vfl_aux_3: 0.6858 (0.6704)  loss_vfl_aux_4: 0.6748 (0.6613)  loss_vfl_aux_5: 0.7156 (0.7396)  loss_vfl_dn_0: 0.4397 (0.4463)  loss_vfl_dn_1: 0.3795 (0.3813)  loss_vfl_dn_2: 0.3614 (0.3654)  loss_vfl_dn_3: 0.3512 (0.3583)  loss_vfl_dn_4: 0.3496 (0.3558)  loss_vfl_dn_5: 0.3485 (0.3551)  time: 0.4890  data: 0.0138  max mem: 5654
Epoch: [57]  [1500/7393]  eta: 0:48:54  lr: 0.000010  loss: 15.6998 (15.4241)  loss_bbox: 0.1391 (0.1480)  loss_bbox_aux_0: 0.1558 (0.1605)  loss_bbox_aux_1: 0.1437 (0.1527)  loss_bbox_aux_2: 0.1514 (0.1502)  loss_bbox_aux_3: 0.1404 (0.1481)  loss_bbox_aux_4: 0.1393 (0.1481)  loss_bbox_aux_5: 0.1861 (0.1966)  loss_bbox_dn_0: 0.2301 (0.2563)  loss_bbox_dn_1: 0.1636 (0.1875)  loss_bbox_dn_2: 0.1432 (0.1672)  loss_bbox_dn_3: 0.1403 (0.1615)  loss_bbox_dn_4: 0.1390 (0.1601)  loss_bbox_dn_5: 0.1391 (0.1601)  loss_giou: 0.4425 (0.4652)  loss_giou_aux_0: 0.4642 (0.4878)  loss_giou_aux_1: 0.4426 (0.4750)  loss_giou_aux_2: 0.4429 (0.4696)  loss_giou_aux_3: 0.4438 (0.4662)  loss_giou_aux_4: 0.4466 (0.4655)  loss_giou_aux_5: 0.5417 (0.5504)  loss_giou_dn_0: 0.5765 (0.5666)  loss_giou_dn_1: 0.4642 (0.4590)  loss_giou_dn_2: 0.4340 (0.4280)  loss_giou_dn_3: 0.4283 (0.4198)  loss_giou_dn_4: 0.4269 (0.4177)  loss_giou_dn_5: 0.4270 (0.4179)  loss_vfl: 0.6665 (0.6572)  loss_vfl_aux_0: 0.7618 (0.7554)  loss_vfl_aux_1: 0.7197 (0.7102)  loss_vfl_aux_2: 0.6942 (0.6839)  loss_vfl_aux_3: 0.6928 (0.6700)  loss_vfl_aux_4: 0.6663 (0.6609)  loss_vfl_aux_5: 0.7617 (0.7393)  loss_vfl_dn_0: 0.4509 (0.4464)  loss_vfl_dn_1: 0.3861 (0.3812)  loss_vfl_dn_2: 0.3708 (0.3653)  loss_vfl_dn_3: 0.3621 (0.3582)  loss_vfl_dn_4: 0.3581 (0.3557)  loss_vfl_dn_5: 0.3574 (0.3550)  time: 0.4814  data: 0.0141  max mem: 5654
Epoch: [57]  [1600/7393]  eta: 0:48:00  lr: 0.000010  loss: 15.9692 (15.4223)  loss_bbox: 0.1462 (0.1482)  loss_bbox_aux_0: 0.1601 (0.1608)  loss_bbox_aux_1: 0.1525 (0.1529)  loss_bbox_aux_2: 0.1440 (0.1503)  loss_bbox_aux_3: 0.1450 (0.1483)  loss_bbox_aux_4: 0.1448 (0.1482)  loss_bbox_aux_5: 0.1943 (0.1969)  loss_bbox_dn_0: 0.2452 (0.2567)  loss_bbox_dn_1: 0.1852 (0.1877)  loss_bbox_dn_2: 0.1685 (0.1673)  loss_bbox_dn_3: 0.1602 (0.1615)  loss_bbox_dn_4: 0.1593 (0.1601)  loss_bbox_dn_5: 0.1594 (0.1601)  loss_giou: 0.4959 (0.4651)  loss_giou_aux_0: 0.5070 (0.4878)  loss_giou_aux_1: 0.4922 (0.4750)  loss_giou_aux_2: 0.4958 (0.4696)  loss_giou_aux_3: 0.4918 (0.4662)  loss_giou_aux_4: 0.4912 (0.4655)  loss_giou_aux_5: 0.5852 (0.5504)  loss_giou_dn_0: 0.5778 (0.5664)  loss_giou_dn_1: 0.4820 (0.4588)  loss_giou_dn_2: 0.4606 (0.4277)  loss_giou_dn_3: 0.4492 (0.4195)  loss_giou_dn_4: 0.4460 (0.4174)  loss_giou_dn_5: 0.4459 (0.4176)  loss_vfl: 0.6440 (0.6567)  loss_vfl_aux_0: 0.7806 (0.7553)  loss_vfl_aux_1: 0.7148 (0.7099)  loss_vfl_aux_2: 0.6993 (0.6835)  loss_vfl_aux_3: 0.6759 (0.6695)  loss_vfl_aux_4: 0.6699 (0.6605)  loss_vfl_aux_5: 0.7679 (0.7397)  loss_vfl_dn_0: 0.4459 (0.4464)  loss_vfl_dn_1: 0.3832 (0.3812)  loss_vfl_dn_2: 0.3695 (0.3652)  loss_vfl_dn_3: 0.3660 (0.3581)  loss_vfl_dn_4: 0.3630 (0.3556)  loss_vfl_dn_5: 0.3629 (0.3549)  time: 0.4827  data: 0.0143  max mem: 5654
Epoch: [57]  [1700/7393]  eta: 0:47:06  lr: 0.000010  loss: 15.6430 (15.4192)  loss_bbox: 0.1639 (0.1482)  loss_bbox_aux_0: 0.1670 (0.1608)  loss_bbox_aux_1: 0.1624 (0.1530)  loss_bbox_aux_2: 0.1662 (0.1504)  loss_bbox_aux_3: 0.1627 (0.1484)  loss_bbox_aux_4: 0.1627 (0.1483)  loss_bbox_aux_5: 0.1989 (0.1969)  loss_bbox_dn_0: 0.2691 (0.2569)  loss_bbox_dn_1: 0.1903 (0.1878)  loss_bbox_dn_2: 0.1683 (0.1675)  loss_bbox_dn_3: 0.1694 (0.1618)  loss_bbox_dn_4: 0.1674 (0.1604)  loss_bbox_dn_5: 0.1674 (0.1604)  loss_giou: 0.4691 (0.4649)  loss_giou_aux_0: 0.5097 (0.4876)  loss_giou_aux_1: 0.4885 (0.4748)  loss_giou_aux_2: 0.4754 (0.4694)  loss_giou_aux_3: 0.4724 (0.4660)  loss_giou_aux_4: 0.4716 (0.4653)  loss_giou_aux_5: 0.5411 (0.5500)  loss_giou_dn_0: 0.5712 (0.5660)  loss_giou_dn_1: 0.4570 (0.4585)  loss_giou_dn_2: 0.4365 (0.4276)  loss_giou_dn_3: 0.4267 (0.4193)  loss_giou_dn_4: 0.4246 (0.4173)  loss_giou_dn_5: 0.4247 (0.4175)  loss_vfl: 0.6548 (0.6564)  loss_vfl_aux_0: 0.7442 (0.7552)  loss_vfl_aux_1: 0.7039 (0.7095)  loss_vfl_aux_2: 0.6781 (0.6831)  loss_vfl_aux_3: 0.6620 (0.6691)  loss_vfl_aux_4: 0.6553 (0.6601)  loss_vfl_aux_5: 0.7455 (0.7397)  loss_vfl_dn_0: 0.4448 (0.4464)  loss_vfl_dn_1: 0.3770 (0.3811)  loss_vfl_dn_2: 0.3643 (0.3652)  loss_vfl_dn_3: 0.3573 (0.3580)  loss_vfl_dn_4: 0.3558 (0.3555)  loss_vfl_dn_5: 0.3557 (0.3548)  time: 0.4838  data: 0.0141  max mem: 5654
Epoch: [57]  [1800/7393]  eta: 0:46:12  lr: 0.000010  loss: 16.0912 (15.4184)  loss_bbox: 0.1527 (0.1483)  loss_bbox_aux_0: 0.1609 (0.1608)  loss_bbox_aux_1: 0.1605 (0.1531)  loss_bbox_aux_2: 0.1541 (0.1503)  loss_bbox_aux_3: 0.1540 (0.1484)  loss_bbox_aux_4: 0.1528 (0.1483)  loss_bbox_aux_5: 0.1952 (0.1971)  loss_bbox_dn_0: 0.2275 (0.2571)  loss_bbox_dn_1: 0.1667 (0.1879)  loss_bbox_dn_2: 0.1556 (0.1676)  loss_bbox_dn_3: 0.1497 (0.1618)  loss_bbox_dn_4: 0.1478 (0.1604)  loss_bbox_dn_5: 0.1478 (0.1604)  loss_giou: 0.4973 (0.4647)  loss_giou_aux_0: 0.5248 (0.4873)  loss_giou_aux_1: 0.5108 (0.4745)  loss_giou_aux_2: 0.5034 (0.4691)  loss_giou_aux_3: 0.4967 (0.4658)  loss_giou_aux_4: 0.4978 (0.4651)  loss_giou_aux_5: 0.5980 (0.5498)  loss_giou_dn_0: 0.5778 (0.5658)  loss_giou_dn_1: 0.4727 (0.4581)  loss_giou_dn_2: 0.4452 (0.4272)  loss_giou_dn_3: 0.4398 (0.4190)  loss_giou_dn_4: 0.4388 (0.4169)  loss_giou_dn_5: 0.4387 (0.4171)  loss_vfl: 0.6613 (0.6565)  loss_vfl_aux_0: 0.7207 (0.7555)  loss_vfl_aux_1: 0.6946 (0.7101)  loss_vfl_aux_2: 0.6879 (0.6833)  loss_vfl_aux_3: 0.6706 (0.6693)  loss_vfl_aux_4: 0.6542 (0.6603)  loss_vfl_aux_5: 0.7081 (0.7401)  loss_vfl_dn_0: 0.4426 (0.4465)  loss_vfl_dn_1: 0.3836 (0.3811)  loss_vfl_dn_2: 0.3680 (0.3652)  loss_vfl_dn_3: 0.3611 (0.3581)  loss_vfl_dn_4: 0.3581 (0.3556)  loss_vfl_dn_5: 0.3573 (0.3549)  time: 0.4794  data: 0.0140  max mem: 5654
Epoch: [57]  [1900/7393]  eta: 0:45:18  lr: 0.000010  loss: 14.4345 (15.4191)  loss_bbox: 0.1232 (0.1481)  loss_bbox_aux_0: 0.1432 (0.1605)  loss_bbox_aux_1: 0.1309 (0.1528)  loss_bbox_aux_2: 0.1275 (0.1501)  loss_bbox_aux_3: 0.1246 (0.1483)  loss_bbox_aux_4: 0.1283 (0.1481)  loss_bbox_aux_5: 0.1690 (0.1967)  loss_bbox_dn_0: 0.2254 (0.2565)  loss_bbox_dn_1: 0.1619 (0.1874)  loss_bbox_dn_2: 0.1410 (0.1671)  loss_bbox_dn_3: 0.1339 (0.1614)  loss_bbox_dn_4: 0.1332 (0.1599)  loss_bbox_dn_5: 0.1332 (0.1599)  loss_giou: 0.4270 (0.4652)  loss_giou_aux_0: 0.4574 (0.4878)  loss_giou_aux_1: 0.4381 (0.4749)  loss_giou_aux_2: 0.4385 (0.4696)  loss_giou_aux_3: 0.4312 (0.4663)  loss_giou_aux_4: 0.4269 (0.4655)  loss_giou_aux_5: 0.5165 (0.5504)  loss_giou_dn_0: 0.5118 (0.5661)  loss_giou_dn_1: 0.4171 (0.4585)  loss_giou_dn_2: 0.3923 (0.4275)  loss_giou_dn_3: 0.3831 (0.4193)  loss_giou_dn_4: 0.3811 (0.4173)  loss_giou_dn_5: 0.3810 (0.4174)  loss_vfl: 0.6494 (0.6566)  loss_vfl_aux_0: 0.7419 (0.7555)  loss_vfl_aux_1: 0.6966 (0.7102)  loss_vfl_aux_2: 0.6701 (0.6831)  loss_vfl_aux_3: 0.6597 (0.6691)  loss_vfl_aux_4: 0.6503 (0.6603)  loss_vfl_aux_5: 0.7151 (0.7397)  loss_vfl_dn_0: 0.4418 (0.4465)  loss_vfl_dn_1: 0.3806 (0.3813)  loss_vfl_dn_2: 0.3603 (0.3654)  loss_vfl_dn_3: 0.3572 (0.3583)  loss_vfl_dn_4: 0.3557 (0.3557)  loss_vfl_dn_5: 0.3558 (0.3550)  time: 0.4702  data: 0.0142  max mem: 5654
Epoch: [57]  [2000/7393]  eta: 0:44:26  lr: 0.000010  loss: 15.6978 (15.4288)  loss_bbox: 0.1466 (0.1483)  loss_bbox_aux_0: 0.1645 (0.1606)  loss_bbox_aux_1: 0.1502 (0.1529)  loss_bbox_aux_2: 0.1489 (0.1503)  loss_bbox_aux_3: 0.1486 (0.1485)  loss_bbox_aux_4: 0.1465 (0.1483)  loss_bbox_aux_5: 0.2036 (0.1969)  loss_bbox_dn_0: 0.2737 (0.2567)  loss_bbox_dn_1: 0.1915 (0.1875)  loss_bbox_dn_2: 0.1746 (0.1672)  loss_bbox_dn_3: 0.1658 (0.1615)  loss_bbox_dn_4: 0.1612 (0.1601)  loss_bbox_dn_5: 0.1611 (0.1601)  loss_giou: 0.4480 (0.4656)  loss_giou_aux_0: 0.4760 (0.4881)  loss_giou_aux_1: 0.4524 (0.4752)  loss_giou_aux_2: 0.4505 (0.4700)  loss_giou_aux_3: 0.4405 (0.4667)  loss_giou_aux_4: 0.4369 (0.4659)  loss_giou_aux_5: 0.5372 (0.5509)  loss_giou_dn_0: 0.5380 (0.5663)  loss_giou_dn_1: 0.4400 (0.4587)  loss_giou_dn_2: 0.4115 (0.4277)  loss_giou_dn_3: 0.4038 (0.4195)  loss_giou_dn_4: 0.4035 (0.4175)  loss_giou_dn_5: 0.4035 (0.4176)  loss_vfl: 0.6880 (0.6567)  loss_vfl_aux_0: 0.7931 (0.7561)  loss_vfl_aux_1: 0.7519 (0.7107)  loss_vfl_aux_2: 0.7113 (0.6836)  loss_vfl_aux_3: 0.6997 (0.6693)  loss_vfl_aux_4: 0.6929 (0.6605)  loss_vfl_aux_5: 0.7770 (0.7401)  loss_vfl_dn_0: 0.4544 (0.4467)  loss_vfl_dn_1: 0.3911 (0.3814)  loss_vfl_dn_2: 0.3761 (0.3655)  loss_vfl_dn_3: 0.3705 (0.3584)  loss_vfl_dn_4: 0.3671 (0.3559)  loss_vfl_dn_5: 0.3651 (0.3552)  time: 0.4965  data: 0.0142  max mem: 5654
Epoch: [57]  [2100/7393]  eta: 0:43:34  lr: 0.000010  loss: 15.3011 (15.4304)  loss_bbox: 0.1382 (0.1483)  loss_bbox_aux_0: 0.1497 (0.1607)  loss_bbox_aux_1: 0.1395 (0.1530)  loss_bbox_aux_2: 0.1423 (0.1504)  loss_bbox_aux_3: 0.1431 (0.1485)  loss_bbox_aux_4: 0.1400 (0.1483)  loss_bbox_aux_5: 0.1955 (0.1968)  loss_bbox_dn_0: 0.2749 (0.2569)  loss_bbox_dn_1: 0.2012 (0.1877)  loss_bbox_dn_2: 0.1738 (0.1673)  loss_bbox_dn_3: 0.1749 (0.1615)  loss_bbox_dn_4: 0.1722 (0.1601)  loss_bbox_dn_5: 0.1723 (0.1601)  loss_giou: 0.4438 (0.4657)  loss_giou_aux_0: 0.4611 (0.4883)  loss_giou_aux_1: 0.4444 (0.4754)  loss_giou_aux_2: 0.4395 (0.4702)  loss_giou_aux_3: 0.4430 (0.4669)  loss_giou_aux_4: 0.4477 (0.4661)  loss_giou_aux_5: 0.5082 (0.5507)  loss_giou_dn_0: 0.5423 (0.5662)  loss_giou_dn_1: 0.4233 (0.4586)  loss_giou_dn_2: 0.3980 (0.4277)  loss_giou_dn_3: 0.3900 (0.4194)  loss_giou_dn_4: 0.3880 (0.4173)  loss_giou_dn_5: 0.3882 (0.4175)  loss_vfl: 0.6631 (0.6568)  loss_vfl_aux_0: 0.7419 (0.7559)  loss_vfl_aux_1: 0.7068 (0.7105)  loss_vfl_aux_2: 0.6674 (0.6834)  loss_vfl_aux_3: 0.6615 (0.6691)  loss_vfl_aux_4: 0.6597 (0.6605)  loss_vfl_aux_5: 0.7297 (0.7406)  loss_vfl_dn_0: 0.4451 (0.4468)  loss_vfl_dn_1: 0.3833 (0.3815)  loss_vfl_dn_2: 0.3688 (0.3656)  loss_vfl_dn_3: 0.3635 (0.3585)  loss_vfl_dn_4: 0.3608 (0.3560)  loss_vfl_dn_5: 0.3599 (0.3552)  time: 0.4855  data: 0.0141  max mem: 5654
Epoch: [57]  [2200/7393]  eta: 0:42:43  lr: 0.000010  loss: 15.2919 (15.4243)  loss_bbox: 0.1255 (0.1480)  loss_bbox_aux_0: 0.1322 (0.1603)  loss_bbox_aux_1: 0.1311 (0.1527)  loss_bbox_aux_2: 0.1301 (0.1501)  loss_bbox_aux_3: 0.1265 (0.1483)  loss_bbox_aux_4: 0.1253 (0.1480)  loss_bbox_aux_5: 0.1731 (0.1965)  loss_bbox_dn_0: 0.2188 (0.2563)  loss_bbox_dn_1: 0.1582 (0.1872)  loss_bbox_dn_2: 0.1353 (0.1669)  loss_bbox_dn_3: 0.1336 (0.1612)  loss_bbox_dn_4: 0.1315 (0.1598)  loss_bbox_dn_5: 0.1315 (0.1598)  loss_giou: 0.4900 (0.4656)  loss_giou_aux_0: 0.5180 (0.4882)  loss_giou_aux_1: 0.4880 (0.4753)  loss_giou_aux_2: 0.4859 (0.4702)  loss_giou_aux_3: 0.5027 (0.4669)  loss_giou_aux_4: 0.5055 (0.4659)  loss_giou_aux_5: 0.5626 (0.5507)  loss_giou_dn_0: 0.5724 (0.5661)  loss_giou_dn_1: 0.4669 (0.4585)  loss_giou_dn_2: 0.4356 (0.4276)  loss_giou_dn_3: 0.4235 (0.4193)  loss_giou_dn_4: 0.4211 (0.4172)  loss_giou_dn_5: 0.4211 (0.4174)  loss_vfl: 0.6416 (0.6568)  loss_vfl_aux_0: 0.7319 (0.7560)  loss_vfl_aux_1: 0.6960 (0.7106)  loss_vfl_aux_2: 0.6618 (0.6834)  loss_vfl_aux_3: 0.6421 (0.6691)  loss_vfl_aux_4: 0.6389 (0.6605)  loss_vfl_aux_5: 0.7118 (0.7407)  loss_vfl_dn_0: 0.4409 (0.4467)  loss_vfl_dn_1: 0.3742 (0.3814)  loss_vfl_dn_2: 0.3604 (0.3655)  loss_vfl_dn_3: 0.3533 (0.3584)  loss_vfl_dn_4: 0.3519 (0.3559)  loss_vfl_dn_5: 0.3512 (0.3551)  time: 0.4751  data: 0.0140  max mem: 5654
Epoch: [57]  [2300/7393]  eta: 0:41:51  lr: 0.000010  loss: 15.2937 (15.4224)  loss_bbox: 0.1386 (0.1482)  loss_bbox_aux_0: 0.1507 (0.1604)  loss_bbox_aux_1: 0.1463 (0.1528)  loss_bbox_aux_2: 0.1444 (0.1503)  loss_bbox_aux_3: 0.1390 (0.1485)  loss_bbox_aux_4: 0.1386 (0.1482)  loss_bbox_aux_5: 0.1843 (0.1966)  loss_bbox_dn_0: 0.2275 (0.2569)  loss_bbox_dn_1: 0.1610 (0.1876)  loss_bbox_dn_2: 0.1482 (0.1673)  loss_bbox_dn_3: 0.1435 (0.1615)  loss_bbox_dn_4: 0.1440 (0.1600)  loss_bbox_dn_5: 0.1440 (0.1600)  loss_giou: 0.4794 (0.4654)  loss_giou_aux_0: 0.5003 (0.4879)  loss_giou_aux_1: 0.4926 (0.4750)  loss_giou_aux_2: 0.4867 (0.4699)  loss_giou_aux_3: 0.4712 (0.4666)  loss_giou_aux_4: 0.4793 (0.4657)  loss_giou_aux_5: 0.5556 (0.5505)  loss_giou_dn_0: 0.5656 (0.5659)  loss_giou_dn_1: 0.4564 (0.4582)  loss_giou_dn_2: 0.4104 (0.4272)  loss_giou_dn_3: 0.3992 (0.4190)  loss_giou_dn_4: 0.3984 (0.4169)  loss_giou_dn_5: 0.3984 (0.4171)  loss_vfl: 0.6285 (0.6566)  loss_vfl_aux_0: 0.7172 (0.7561)  loss_vfl_aux_1: 0.6728 (0.7106)  loss_vfl_aux_2: 0.6423 (0.6831)  loss_vfl_aux_3: 0.6317 (0.6688)  loss_vfl_aux_4: 0.6308 (0.6602)  loss_vfl_aux_5: 0.6866 (0.7407)  loss_vfl_dn_0: 0.4419 (0.4468)  loss_vfl_dn_1: 0.3797 (0.3814)  loss_vfl_dn_2: 0.3614 (0.3654)  loss_vfl_dn_3: 0.3545 (0.3583)  loss_vfl_dn_4: 0.3538 (0.3558)  loss_vfl_dn_5: 0.3537 (0.3551)  time: 0.4899  data: 0.0140  max mem: 5654
Epoch: [57]  [2400/7393]  eta: 0:40:59  lr: 0.000010  loss: 15.8191 (15.4297)  loss_bbox: 0.1534 (0.1484)  loss_bbox_aux_0: 0.1664 (0.1606)  loss_bbox_aux_1: 0.1556 (0.1530)  loss_bbox_aux_2: 0.1540 (0.1505)  loss_bbox_aux_3: 0.1562 (0.1487)  loss_bbox_aux_4: 0.1560 (0.1485)  loss_bbox_aux_5: 0.2006 (0.1969)  loss_bbox_dn_0: 0.2599 (0.2574)  loss_bbox_dn_1: 0.1849 (0.1881)  loss_bbox_dn_2: 0.1645 (0.1677)  loss_bbox_dn_3: 0.1641 (0.1619)  loss_bbox_dn_4: 0.1652 (0.1604)  loss_bbox_dn_5: 0.1653 (0.1604)  loss_giou: 0.4586 (0.4651)  loss_giou_aux_0: 0.4731 (0.4875)  loss_giou_aux_1: 0.4678 (0.4747)  loss_giou_aux_2: 0.4574 (0.4696)  loss_giou_aux_3: 0.4585 (0.4662)  loss_giou_aux_4: 0.4574 (0.4653)  loss_giou_aux_5: 0.5178 (0.5502)  loss_giou_dn_0: 0.5634 (0.5658)  loss_giou_dn_1: 0.4711 (0.4582)  loss_giou_dn_2: 0.4407 (0.4272)  loss_giou_dn_3: 0.4352 (0.4189)  loss_giou_dn_4: 0.4337 (0.4168)  loss_giou_dn_5: 0.4338 (0.4170)  loss_vfl: 0.6650 (0.6573)  loss_vfl_aux_0: 0.7518 (0.7567)  loss_vfl_aux_1: 0.7215 (0.7117)  loss_vfl_aux_2: 0.6737 (0.6839)  loss_vfl_aux_3: 0.6704 (0.6698)  loss_vfl_aux_4: 0.6599 (0.6610)  loss_vfl_aux_5: 0.7431 (0.7414)  loss_vfl_dn_0: 0.4461 (0.4468)  loss_vfl_dn_1: 0.3837 (0.3814)  loss_vfl_dn_2: 0.3673 (0.3655)  loss_vfl_dn_3: 0.3608 (0.3583)  loss_vfl_dn_4: 0.3595 (0.3558)  loss_vfl_dn_5: 0.3572 (0.3551)  time: 0.4775  data: 0.0144  max mem: 5654
Epoch: [57]  [2500/7393]  eta: 0:40:08  lr: 0.000010  loss: 15.3884 (15.4220)  loss_bbox: 0.1433 (0.1484)  loss_bbox_aux_0: 0.1651 (0.1608)  loss_bbox_aux_1: 0.1481 (0.1531)  loss_bbox_aux_2: 0.1475 (0.1506)  loss_bbox_aux_3: 0.1417 (0.1487)  loss_bbox_aux_4: 0.1437 (0.1485)  loss_bbox_aux_5: 0.1971 (0.1971)  loss_bbox_dn_0: 0.2774 (0.2577)  loss_bbox_dn_1: 0.1964 (0.1884)  loss_bbox_dn_2: 0.1742 (0.1679)  loss_bbox_dn_3: 0.1687 (0.1621)  loss_bbox_dn_4: 0.1696 (0.1607)  loss_bbox_dn_5: 0.1696 (0.1607)  loss_giou: 0.4395 (0.4643)  loss_giou_aux_0: 0.4708 (0.4868)  loss_giou_aux_1: 0.4585 (0.4739)  loss_giou_aux_2: 0.4474 (0.4688)  loss_giou_aux_3: 0.4437 (0.4654)  loss_giou_aux_4: 0.4401 (0.4645)  loss_giou_aux_5: 0.5232 (0.5495)  loss_giou_dn_0: 0.5647 (0.5652)  loss_giou_dn_1: 0.4464 (0.4576)  loss_giou_dn_2: 0.4105 (0.4266)  loss_giou_dn_3: 0.4061 (0.4183)  loss_giou_dn_4: 0.4064 (0.4163)  loss_giou_dn_5: 0.4066 (0.4165)  loss_vfl: 0.6619 (0.6573)  loss_vfl_aux_0: 0.7701 (0.7564)  loss_vfl_aux_1: 0.7284 (0.7115)  loss_vfl_aux_2: 0.6973 (0.6838)  loss_vfl_aux_3: 0.6918 (0.6699)  loss_vfl_aux_4: 0.6688 (0.6609)  loss_vfl_aux_5: 0.7678 (0.7414)  loss_vfl_dn_0: 0.4491 (0.4467)  loss_vfl_dn_1: 0.3819 (0.3812)  loss_vfl_dn_2: 0.3641 (0.3654)  loss_vfl_dn_3: 0.3548 (0.3582)  loss_vfl_dn_4: 0.3514 (0.3556)  loss_vfl_dn_5: 0.3519 (0.3549)  time: 0.4822  data: 0.0144  max mem: 5654
Epoch: [57]  [2600/7393]  eta: 0:39:17  lr: 0.000010  loss: 14.6025 (15.4218)  loss_bbox: 0.1434 (0.1485)  loss_bbox_aux_0: 0.1500 (0.1609)  loss_bbox_aux_1: 0.1503 (0.1531)  loss_bbox_aux_2: 0.1417 (0.1506)  loss_bbox_aux_3: 0.1440 (0.1487)  loss_bbox_aux_4: 0.1433 (0.1485)  loss_bbox_aux_5: 0.1987 (0.1972)  loss_bbox_dn_0: 0.2599 (0.2581)  loss_bbox_dn_1: 0.1802 (0.1886)  loss_bbox_dn_2: 0.1546 (0.1682)  loss_bbox_dn_3: 0.1442 (0.1624)  loss_bbox_dn_4: 0.1434 (0.1609)  loss_bbox_dn_5: 0.1435 (0.1609)  loss_giou: 0.4112 (0.4638)  loss_giou_aux_0: 0.4202 (0.4864)  loss_giou_aux_1: 0.4116 (0.4734)  loss_giou_aux_2: 0.4095 (0.4683)  loss_giou_aux_3: 0.4117 (0.4649)  loss_giou_aux_4: 0.4146 (0.4641)  loss_giou_aux_5: 0.5011 (0.5491)  loss_giou_dn_0: 0.5151 (0.5649)  loss_giou_dn_1: 0.4084 (0.4573)  loss_giou_dn_2: 0.3781 (0.4263)  loss_giou_dn_3: 0.3723 (0.4181)  loss_giou_dn_4: 0.3701 (0.4160)  loss_giou_dn_5: 0.3701 (0.4162)  loss_vfl: 0.6439 (0.6578)  loss_vfl_aux_0: 0.7557 (0.7568)  loss_vfl_aux_1: 0.7235 (0.7122)  loss_vfl_aux_2: 0.6613 (0.6843)  loss_vfl_aux_3: 0.6551 (0.6704)  loss_vfl_aux_4: 0.6448 (0.6615)  loss_vfl_aux_5: 0.7292 (0.7418)  loss_vfl_dn_0: 0.4418 (0.4468)  loss_vfl_dn_1: 0.3708 (0.3812)  loss_vfl_dn_2: 0.3514 (0.3653)  loss_vfl_dn_3: 0.3433 (0.3581)  loss_vfl_dn_4: 0.3407 (0.3556)  loss_vfl_dn_5: 0.3391 (0.3549)  time: 0.4755  data: 0.0142  max mem: 5654
Epoch: [57]  [2700/7393]  eta: 0:38:39  lr: 0.000010  loss: 15.9511 (15.4179)  loss_bbox: 0.1606 (0.1484)  loss_bbox_aux_0: 0.1813 (0.1608)  loss_bbox_aux_1: 0.1678 (0.1531)  loss_bbox_aux_2: 0.1616 (0.1506)  loss_bbox_aux_3: 0.1630 (0.1488)  loss_bbox_aux_4: 0.1620 (0.1485)  loss_bbox_aux_5: 0.2038 (0.1970)  loss_bbox_dn_0: 0.2547 (0.2579)  loss_bbox_dn_1: 0.1842 (0.1885)  loss_bbox_dn_2: 0.1674 (0.1681)  loss_bbox_dn_3: 0.1632 (0.1622)  loss_bbox_dn_4: 0.1622 (0.1608)  loss_bbox_dn_5: 0.1622 (0.1608)  loss_giou: 0.4719 (0.4635)  loss_giou_aux_0: 0.4887 (0.4862)  loss_giou_aux_1: 0.4750 (0.4732)  loss_giou_aux_2: 0.4710 (0.4681)  loss_giou_aux_3: 0.4705 (0.4647)  loss_giou_aux_4: 0.4718 (0.4639)  loss_giou_aux_5: 0.5578 (0.5488)  loss_giou_dn_0: 0.5790 (0.5647)  loss_giou_dn_1: 0.4837 (0.4571)  loss_giou_dn_2: 0.4544 (0.4261)  loss_giou_dn_3: 0.4442 (0.4178)  loss_giou_dn_4: 0.4408 (0.4158)  loss_giou_dn_5: 0.4408 (0.4159)  loss_vfl: 0.6860 (0.6579)  loss_vfl_aux_0: 0.7730 (0.7568)  loss_vfl_aux_1: 0.7300 (0.7121)  loss_vfl_aux_2: 0.7040 (0.6842)  loss_vfl_aux_3: 0.6844 (0.6704)  loss_vfl_aux_4: 0.6727 (0.6616)  loss_vfl_aux_5: 0.7574 (0.7416)  loss_vfl_dn_0: 0.4526 (0.4468)  loss_vfl_dn_1: 0.3891 (0.3812)  loss_vfl_dn_2: 0.3741 (0.3653)  loss_vfl_dn_3: 0.3676 (0.3581)  loss_vfl_dn_4: 0.3655 (0.3556)  loss_vfl_dn_5: 0.3648 (0.3549)  time: 0.4779  data: 0.0139  max mem: 5654
Epoch: [57]  [2800/7393]  eta: 0:37:48  lr: 0.000010  loss: 15.6592 (15.4183)  loss_bbox: 0.1596 (0.1484)  loss_bbox_aux_0: 0.1727 (0.1608)  loss_bbox_aux_1: 0.1633 (0.1531)  loss_bbox_aux_2: 0.1588 (0.1506)  loss_bbox_aux_3: 0.1592 (0.1488)  loss_bbox_aux_4: 0.1619 (0.1485)  loss_bbox_aux_5: 0.2073 (0.1970)  loss_bbox_dn_0: 0.2639 (0.2578)  loss_bbox_dn_1: 0.1942 (0.1883)  loss_bbox_dn_2: 0.1740 (0.1679)  loss_bbox_dn_3: 0.1725 (0.1621)  loss_bbox_dn_4: 0.1718 (0.1607)  loss_bbox_dn_5: 0.1718 (0.1607)  loss_giou: 0.4545 (0.4639)  loss_giou_aux_0: 0.4796 (0.4864)  loss_giou_aux_1: 0.4593 (0.4735)  loss_giou_aux_2: 0.4515 (0.4684)  loss_giou_aux_3: 0.4469 (0.4651)  loss_giou_aux_4: 0.4554 (0.4642)  loss_giou_aux_5: 0.5400 (0.5491)  loss_giou_dn_0: 0.5638 (0.5648)  loss_giou_dn_1: 0.4506 (0.4571)  loss_giou_dn_2: 0.4214 (0.4261)  loss_giou_dn_3: 0.4102 (0.4179)  loss_giou_dn_4: 0.4080 (0.4158)  loss_giou_dn_5: 0.4083 (0.4160)  loss_vfl: 0.6458 (0.6577)  loss_vfl_aux_0: 0.7503 (0.7567)  loss_vfl_aux_1: 0.7047 (0.7119)  loss_vfl_aux_2: 0.6924 (0.6842)  loss_vfl_aux_3: 0.6560 (0.6702)  loss_vfl_aux_4: 0.6387 (0.6614)  loss_vfl_aux_5: 0.7407 (0.7415)  loss_vfl_dn_0: 0.4402 (0.4468)  loss_vfl_dn_1: 0.3746 (0.3811)  loss_vfl_dn_2: 0.3535 (0.3652)  loss_vfl_dn_3: 0.3484 (0.3581)  loss_vfl_dn_4: 0.3471 (0.3555)  loss_vfl_dn_5: 0.3481 (0.3548)  time: 0.4812  data: 0.0136  max mem: 5654
Epoch: [57]  [2900/7393]  eta: 0:37:08  lr: 0.000010  loss: 15.9892 (15.4146)  loss_bbox: 0.1363 (0.1482)  loss_bbox_aux_0: 0.1496 (0.1606)  loss_bbox_aux_1: 0.1298 (0.1529)  loss_bbox_aux_2: 0.1305 (0.1504)  loss_bbox_aux_3: 0.1329 (0.1485)  loss_bbox_aux_4: 0.1366 (0.1483)  loss_bbox_aux_5: 0.1792 (0.1968)  loss_bbox_dn_0: 0.2312 (0.2574)  loss_bbox_dn_1: 0.1664 (0.1880)  loss_bbox_dn_2: 0.1501 (0.1676)  loss_bbox_dn_3: 0.1480 (0.1619)  loss_bbox_dn_4: 0.1472 (0.1605)  loss_bbox_dn_5: 0.1472 (0.1605)  loss_giou: 0.4844 (0.4638)  loss_giou_aux_0: 0.4977 (0.4863)  loss_giou_aux_1: 0.4915 (0.4734)  loss_giou_aux_2: 0.4775 (0.4682)  loss_giou_aux_3: 0.4805 (0.4649)  loss_giou_aux_4: 0.4887 (0.4641)  loss_giou_aux_5: 0.5643 (0.5490)  loss_giou_dn_0: 0.5823 (0.5646)  loss_giou_dn_1: 0.4805 (0.4570)  loss_giou_dn_2: 0.4395 (0.4260)  loss_giou_dn_3: 0.4274 (0.4178)  loss_giou_dn_4: 0.4240 (0.4157)  loss_giou_dn_5: 0.4239 (0.4159)  loss_vfl: 0.6633 (0.6579)  loss_vfl_aux_0: 0.7693 (0.7569)  loss_vfl_aux_1: 0.7295 (0.7120)  loss_vfl_aux_2: 0.6959 (0.6844)  loss_vfl_aux_3: 0.6747 (0.6705)  loss_vfl_aux_4: 0.6555 (0.6616)  loss_vfl_aux_5: 0.7485 (0.7417)  loss_vfl_dn_0: 0.4495 (0.4468)  loss_vfl_dn_1: 0.3891 (0.3811)  loss_vfl_dn_2: 0.3699 (0.3651)  loss_vfl_dn_3: 0.3660 (0.3580)  loss_vfl_dn_4: 0.3629 (0.3554)  loss_vfl_dn_5: 0.3607 (0.3547)  time: 0.4847  data: 0.0139  max mem: 5654
Epoch: [57]  [3000/7393]  eta: 0:36:16  lr: 0.000010  loss: 14.7395 (15.4145)  loss_bbox: 0.1340 (0.1480)  loss_bbox_aux_0: 0.1518 (0.1605)  loss_bbox_aux_1: 0.1399 (0.1527)  loss_bbox_aux_2: 0.1376 (0.1502)  loss_bbox_aux_3: 0.1370 (0.1484)  loss_bbox_aux_4: 0.1323 (0.1481)  loss_bbox_aux_5: 0.1810 (0.1967)  loss_bbox_dn_0: 0.2485 (0.2573)  loss_bbox_dn_1: 0.1827 (0.1879)  loss_bbox_dn_2: 0.1566 (0.1675)  loss_bbox_dn_3: 0.1510 (0.1617)  loss_bbox_dn_4: 0.1512 (0.1603)  loss_bbox_dn_5: 0.1513 (0.1604)  loss_giou: 0.4159 (0.4634)  loss_giou_aux_0: 0.4340 (0.4861)  loss_giou_aux_1: 0.4148 (0.4731)  loss_giou_aux_2: 0.4163 (0.4679)  loss_giou_aux_3: 0.4117 (0.4646)  loss_giou_aux_4: 0.4104 (0.4638)  loss_giou_aux_5: 0.4908 (0.5488)  loss_giou_dn_0: 0.5519 (0.5647)  loss_giou_dn_1: 0.4474 (0.4570)  loss_giou_dn_2: 0.4173 (0.4260)  loss_giou_dn_3: 0.4096 (0.4177)  loss_giou_dn_4: 0.4055 (0.4157)  loss_giou_dn_5: 0.4056 (0.4159)  loss_vfl: 0.6283 (0.6584)  loss_vfl_aux_0: 0.7412 (0.7575)  loss_vfl_aux_1: 0.7108 (0.7129)  loss_vfl_aux_2: 0.6777 (0.6849)  loss_vfl_aux_3: 0.6567 (0.6711)  loss_vfl_aux_4: 0.6291 (0.6621)  loss_vfl_aux_5: 0.7190 (0.7420)  loss_vfl_dn_0: 0.4401 (0.4468)  loss_vfl_dn_1: 0.3776 (0.3810)  loss_vfl_dn_2: 0.3606 (0.3651)  loss_vfl_dn_3: 0.3541 (0.3580)  loss_vfl_dn_4: 0.3520 (0.3554)  loss_vfl_dn_5: 0.3523 (0.3547)  time: 0.4759  data: 0.0140  max mem: 5654
Epoch: [57]  [3100/7393]  eta: 0:35:25  lr: 0.000010  loss: 15.0372 (15.4075)  loss_bbox: 0.1276 (0.1479)  loss_bbox_aux_0: 0.1480 (0.1604)  loss_bbox_aux_1: 0.1366 (0.1526)  loss_bbox_aux_2: 0.1267 (0.1501)  loss_bbox_aux_3: 0.1284 (0.1483)  loss_bbox_aux_4: 0.1276 (0.1480)  loss_bbox_aux_5: 0.1840 (0.1966)  loss_bbox_dn_0: 0.2126 (0.2573)  loss_bbox_dn_1: 0.1540 (0.1879)  loss_bbox_dn_2: 0.1358 (0.1675)  loss_bbox_dn_3: 0.1318 (0.1617)  loss_bbox_dn_4: 0.1314 (0.1603)  loss_bbox_dn_5: 0.1314 (0.1603)  loss_giou: 0.4531 (0.4629)  loss_giou_aux_0: 0.4929 (0.4857)  loss_giou_aux_1: 0.4726 (0.4726)  loss_giou_aux_2: 0.4609 (0.4674)  loss_giou_aux_3: 0.4590 (0.4641)  loss_giou_aux_4: 0.4530 (0.4633)  loss_giou_aux_5: 0.5623 (0.5484)  loss_giou_dn_0: 0.5555 (0.5644)  loss_giou_dn_1: 0.4578 (0.4567)  loss_giou_dn_2: 0.4329 (0.4257)  loss_giou_dn_3: 0.4238 (0.4175)  loss_giou_dn_4: 0.4198 (0.4154)  loss_giou_dn_5: 0.4200 (0.4156)  loss_vfl: 0.6323 (0.6584)  loss_vfl_aux_0: 0.7028 (0.7572)  loss_vfl_aux_1: 0.6766 (0.7129)  loss_vfl_aux_2: 0.6617 (0.6849)  loss_vfl_aux_3: 0.6415 (0.6710)  loss_vfl_aux_4: 0.6387 (0.6621)  loss_vfl_aux_5: 0.7131 (0.7418)  loss_vfl_dn_0: 0.4379 (0.4466)  loss_vfl_dn_1: 0.3750 (0.3809)  loss_vfl_dn_2: 0.3601 (0.3649)  loss_vfl_dn_3: 0.3538 (0.3578)  loss_vfl_dn_4: 0.3520 (0.3553)  loss_vfl_dn_5: 0.3503 (0.3545)  time: 0.4769  data: 0.0142  max mem: 5654
Epoch: [57]  [3200/7393]  eta: 0:34:33  lr: 0.000010  loss: 15.4221 (15.4104)  loss_bbox: 0.1257 (0.1479)  loss_bbox_aux_0: 0.1463 (0.1605)  loss_bbox_aux_1: 0.1405 (0.1526)  loss_bbox_aux_2: 0.1348 (0.1501)  loss_bbox_aux_3: 0.1317 (0.1483)  loss_bbox_aux_4: 0.1291 (0.1480)  loss_bbox_aux_5: 0.1846 (0.1966)  loss_bbox_dn_0: 0.2210 (0.2571)  loss_bbox_dn_1: 0.1706 (0.1878)  loss_bbox_dn_2: 0.1459 (0.1674)  loss_bbox_dn_3: 0.1452 (0.1616)  loss_bbox_dn_4: 0.1434 (0.1602)  loss_bbox_dn_5: 0.1434 (0.1603)  loss_giou: 0.4725 (0.4633)  loss_giou_aux_0: 0.5082 (0.4861)  loss_giou_aux_1: 0.4840 (0.4730)  loss_giou_aux_2: 0.4732 (0.4678)  loss_giou_aux_3: 0.4730 (0.4645)  loss_giou_aux_4: 0.4725 (0.4636)  loss_giou_aux_5: 0.5614 (0.5488)  loss_giou_dn_0: 0.5711 (0.5646)  loss_giou_dn_1: 0.4706 (0.4569)  loss_giou_dn_2: 0.4408 (0.4259)  loss_giou_dn_3: 0.4334 (0.4177)  loss_giou_dn_4: 0.4296 (0.4156)  loss_giou_dn_5: 0.4300 (0.4158)  loss_vfl: 0.6339 (0.6585)  loss_vfl_aux_0: 0.7434 (0.7571)  loss_vfl_aux_1: 0.6911 (0.7128)  loss_vfl_aux_2: 0.6662 (0.6849)  loss_vfl_aux_3: 0.6472 (0.6710)  loss_vfl_aux_4: 0.6384 (0.6622)  loss_vfl_aux_5: 0.7281 (0.7415)  loss_vfl_dn_0: 0.4439 (0.4467)  loss_vfl_dn_1: 0.3852 (0.3809)  loss_vfl_dn_2: 0.3682 (0.3650)  loss_vfl_dn_3: 0.3654 (0.3579)  loss_vfl_dn_4: 0.3623 (0.3553)  loss_vfl_dn_5: 0.3612 (0.3546)  time: 0.4820  data: 0.0148  max mem: 5654
Epoch: [57]  [3300/7393]  eta: 0:33:51  lr: 0.000010  loss: 15.3425 (15.4145)  loss_bbox: 0.1269 (0.1478)  loss_bbox_aux_0: 0.1462 (0.1604)  loss_bbox_aux_1: 0.1373 (0.1526)  loss_bbox_aux_2: 0.1318 (0.1500)  loss_bbox_aux_3: 0.1274 (0.1482)  loss_bbox_aux_4: 0.1268 (0.1479)  loss_bbox_aux_5: 0.1861 (0.1965)  loss_bbox_dn_0: 0.2243 (0.2570)  loss_bbox_dn_1: 0.1655 (0.1877)  loss_bbox_dn_2: 0.1386 (0.1673)  loss_bbox_dn_3: 0.1322 (0.1615)  loss_bbox_dn_4: 0.1303 (0.1602)  loss_bbox_dn_5: 0.1303 (0.1602)  loss_giou: 0.4392 (0.4636)  loss_giou_aux_0: 0.4648 (0.4864)  loss_giou_aux_1: 0.4519 (0.4733)  loss_giou_aux_2: 0.4541 (0.4681)  loss_giou_aux_3: 0.4443 (0.4649)  loss_giou_aux_4: 0.4379 (0.4640)  loss_giou_aux_5: 0.5575 (0.5493)  loss_giou_dn_0: 0.5396 (0.5649)  loss_giou_dn_1: 0.4359 (0.4571)  loss_giou_dn_2: 0.4111 (0.4261)  loss_giou_dn_3: 0.4050 (0.4179)  loss_giou_dn_4: 0.4039 (0.4158)  loss_giou_dn_5: 0.4041 (0.4160)  loss_vfl: 0.6648 (0.6587)  loss_vfl_aux_0: 0.7334 (0.7573)  loss_vfl_aux_1: 0.6924 (0.7130)  loss_vfl_aux_2: 0.6755 (0.6851)  loss_vfl_aux_3: 0.6660 (0.6713)  loss_vfl_aux_4: 0.6661 (0.6625)  loss_vfl_aux_5: 0.7135 (0.7414)  loss_vfl_dn_0: 0.4398 (0.4467)  loss_vfl_dn_1: 0.3758 (0.3809)  loss_vfl_dn_2: 0.3643 (0.3650)  loss_vfl_dn_3: 0.3555 (0.3579)  loss_vfl_dn_4: 0.3531 (0.3554)  loss_vfl_dn_5: 0.3519 (0.3546)  time: 0.4834  data: 0.0143  max mem: 5654
Epoch: [57]  [3400/7393]  eta: 0:33:00  lr: 0.000010  loss: 15.2700 (15.4207)  loss_bbox: 0.1444 (0.1478)  loss_bbox_aux_0: 0.1574 (0.1605)  loss_bbox_aux_1: 0.1550 (0.1526)  loss_bbox_aux_2: 0.1489 (0.1501)  loss_bbox_aux_3: 0.1490 (0.1482)  loss_bbox_aux_4: 0.1473 (0.1479)  loss_bbox_aux_5: 0.1834 (0.1965)  loss_bbox_dn_0: 0.2344 (0.2567)  loss_bbox_dn_1: 0.1705 (0.1875)  loss_bbox_dn_2: 0.1503 (0.1671)  loss_bbox_dn_3: 0.1406 (0.1613)  loss_bbox_dn_4: 0.1389 (0.1599)  loss_bbox_dn_5: 0.1390 (0.1599)  loss_giou: 0.4661 (0.4643)  loss_giou_aux_0: 0.4849 (0.4872)  loss_giou_aux_1: 0.4557 (0.4740)  loss_giou_aux_2: 0.4463 (0.4689)  loss_giou_aux_3: 0.4500 (0.4656)  loss_giou_aux_4: 0.4492 (0.4646)  loss_giou_aux_5: 0.5775 (0.5501)  loss_giou_dn_0: 0.5563 (0.5652)  loss_giou_dn_1: 0.4432 (0.4574)  loss_giou_dn_2: 0.3994 (0.4264)  loss_giou_dn_3: 0.3894 (0.4181)  loss_giou_dn_4: 0.3884 (0.4161)  loss_giou_dn_5: 0.3915 (0.4162)  loss_vfl: 0.6448 (0.6589)  loss_vfl_aux_0: 0.7513 (0.7571)  loss_vfl_aux_1: 0.7254 (0.7131)  loss_vfl_aux_2: 0.6718 (0.6851)  loss_vfl_aux_3: 0.6549 (0.6714)  loss_vfl_aux_4: 0.6431 (0.6626)  loss_vfl_aux_5: 0.7246 (0.7413)  loss_vfl_dn_0: 0.4453 (0.4467)  loss_vfl_dn_1: 0.3829 (0.3810)  loss_vfl_dn_2: 0.3691 (0.3651)  loss_vfl_dn_3: 0.3615 (0.3580)  loss_vfl_dn_4: 0.3563 (0.3554)  loss_vfl_dn_5: 0.3564 (0.3547)  time: 0.4948  data: 0.0140  max mem: 5654
Epoch: [57]  [3500/7393]  eta: 0:32:10  lr: 0.000010  loss: 14.9104 (15.4191)  loss_bbox: 0.1347 (0.1477)  loss_bbox_aux_0: 0.1480 (0.1604)  loss_bbox_aux_1: 0.1408 (0.1525)  loss_bbox_aux_2: 0.1435 (0.1500)  loss_bbox_aux_3: 0.1349 (0.1481)  loss_bbox_aux_4: 0.1345 (0.1478)  loss_bbox_aux_5: 0.1772 (0.1964)  loss_bbox_dn_0: 0.2139 (0.2564)  loss_bbox_dn_1: 0.1648 (0.1872)  loss_bbox_dn_2: 0.1443 (0.1669)  loss_bbox_dn_3: 0.1409 (0.1612)  loss_bbox_dn_4: 0.1396 (0.1598)  loss_bbox_dn_5: 0.1396 (0.1598)  loss_giou: 0.4705 (0.4646)  loss_giou_aux_0: 0.4848 (0.4875)  loss_giou_aux_1: 0.4935 (0.4743)  loss_giou_aux_2: 0.4701 (0.4692)  loss_giou_aux_3: 0.4838 (0.4658)  loss_giou_aux_4: 0.4699 (0.4649)  loss_giou_aux_5: 0.5449 (0.5504)  loss_giou_dn_0: 0.5561 (0.5653)  loss_giou_dn_1: 0.4481 (0.4575)  loss_giou_dn_2: 0.4128 (0.4266)  loss_giou_dn_3: 0.4039 (0.4183)  loss_giou_dn_4: 0.4021 (0.4163)  loss_giou_dn_5: 0.4024 (0.4164)  loss_vfl: 0.6143 (0.6586)  loss_vfl_aux_0: 0.7307 (0.7567)  loss_vfl_aux_1: 0.6754 (0.7128)  loss_vfl_aux_2: 0.6382 (0.6847)  loss_vfl_aux_3: 0.6278 (0.6710)  loss_vfl_aux_4: 0.6308 (0.6624)  loss_vfl_aux_5: 0.7250 (0.7409)  loss_vfl_dn_0: 0.4420 (0.4466)  loss_vfl_dn_1: 0.3783 (0.3810)  loss_vfl_dn_2: 0.3646 (0.3651)  loss_vfl_dn_3: 0.3617 (0.3580)  loss_vfl_dn_4: 0.3562 (0.3554)  loss_vfl_dn_5: 0.3545 (0.3547)  time: 0.4878  data: 0.0148  max mem: 5654
Epoch: [57]  [3600/7393]  eta: 0:31:19  lr: 0.000010  loss: 15.8744 (15.4234)  loss_bbox: 0.1428 (0.1477)  loss_bbox_aux_0: 0.1496 (0.1604)  loss_bbox_aux_1: 0.1469 (0.1525)  loss_bbox_aux_2: 0.1414 (0.1500)  loss_bbox_aux_3: 0.1403 (0.1481)  loss_bbox_aux_4: 0.1426 (0.1478)  loss_bbox_aux_5: 0.1881 (0.1963)  loss_bbox_dn_0: 0.2262 (0.2562)  loss_bbox_dn_1: 0.1650 (0.1871)  loss_bbox_dn_2: 0.1506 (0.1668)  loss_bbox_dn_3: 0.1441 (0.1610)  loss_bbox_dn_4: 0.1431 (0.1596)  loss_bbox_dn_5: 0.1431 (0.1597)  loss_giou: 0.4973 (0.4648)  loss_giou_aux_0: 0.5372 (0.4878)  loss_giou_aux_1: 0.5120 (0.4745)  loss_giou_aux_2: 0.5137 (0.4694)  loss_giou_aux_3: 0.5055 (0.4661)  loss_giou_aux_4: 0.4942 (0.4651)  loss_giou_aux_5: 0.5967 (0.5507)  loss_giou_dn_0: 0.5851 (0.5655)  loss_giou_dn_1: 0.4766 (0.4577)  loss_giou_dn_2: 0.4457 (0.4268)  loss_giou_dn_3: 0.4405 (0.4185)  loss_giou_dn_4: 0.4395 (0.4165)  loss_giou_dn_5: 0.4394 (0.4166)  loss_vfl: 0.6545 (0.6588)  loss_vfl_aux_0: 0.7336 (0.7569)  loss_vfl_aux_1: 0.7127 (0.7131)  loss_vfl_aux_2: 0.6749 (0.6848)  loss_vfl_aux_3: 0.6643 (0.6712)  loss_vfl_aux_4: 0.6613 (0.6626)  loss_vfl_aux_5: 0.7168 (0.7412)  loss_vfl_dn_0: 0.4464 (0.4468)  loss_vfl_dn_1: 0.3855 (0.3811)  loss_vfl_dn_2: 0.3751 (0.3652)  loss_vfl_dn_3: 0.3720 (0.3581)  loss_vfl_dn_4: 0.3694 (0.3555)  loss_vfl_dn_5: 0.3682 (0.3548)  time: 0.4821  data: 0.0135  max mem: 5654
Epoch: [57]  [3700/7393]  eta: 0:30:29  lr: 0.000010  loss: 15.1086 (15.4248)  loss_bbox: 0.1393 (0.1477)  loss_bbox_aux_0: 0.1555 (0.1604)  loss_bbox_aux_1: 0.1509 (0.1525)  loss_bbox_aux_2: 0.1428 (0.1501)  loss_bbox_aux_3: 0.1388 (0.1481)  loss_bbox_aux_4: 0.1397 (0.1477)  loss_bbox_aux_5: 0.1873 (0.1963)  loss_bbox_dn_0: 0.2536 (0.2561)  loss_bbox_dn_1: 0.1783 (0.1870)  loss_bbox_dn_2: 0.1575 (0.1667)  loss_bbox_dn_3: 0.1503 (0.1610)  loss_bbox_dn_4: 0.1483 (0.1596)  loss_bbox_dn_5: 0.1483 (0.1596)  loss_giou: 0.4299 (0.4652)  loss_giou_aux_0: 0.4409 (0.4880)  loss_giou_aux_1: 0.4364 (0.4748)  loss_giou_aux_2: 0.4343 (0.4698)  loss_giou_aux_3: 0.4285 (0.4664)  loss_giou_aux_4: 0.4297 (0.4654)  loss_giou_aux_5: 0.4984 (0.5509)  loss_giou_dn_0: 0.5433 (0.5656)  loss_giou_dn_1: 0.4445 (0.4578)  loss_giou_dn_2: 0.4059 (0.4269)  loss_giou_dn_3: 0.4011 (0.4186)  loss_giou_dn_4: 0.3986 (0.4166)  loss_giou_dn_5: 0.3986 (0.4168)  loss_vfl: 0.6414 (0.6586)  loss_vfl_aux_0: 0.7459 (0.7569)  loss_vfl_aux_1: 0.6945 (0.7130)  loss_vfl_aux_2: 0.6649 (0.6846)  loss_vfl_aux_3: 0.6617 (0.6711)  loss_vfl_aux_4: 0.6434 (0.6624)  loss_vfl_aux_5: 0.7382 (0.7412)  loss_vfl_dn_0: 0.4403 (0.4467)  loss_vfl_dn_1: 0.3801 (0.3811)  loss_vfl_dn_2: 0.3628 (0.3652)  loss_vfl_dn_3: 0.3564 (0.3581)  loss_vfl_dn_4: 0.3544 (0.3555)  loss_vfl_dn_5: 0.3542 (0.3548)  time: 0.4855  data: 0.0147  max mem: 5654
Epoch: [57]  [3800/7393]  eta: 0:29:38  lr: 0.000010  loss: 15.5466 (15.4224)  loss_bbox: 0.1355 (0.1476)  loss_bbox_aux_0: 0.1401 (0.1603)  loss_bbox_aux_1: 0.1329 (0.1525)  loss_bbox_aux_2: 0.1370 (0.1500)  loss_bbox_aux_3: 0.1352 (0.1480)  loss_bbox_aux_4: 0.1387 (0.1477)  loss_bbox_aux_5: 0.1794 (0.1962)  loss_bbox_dn_0: 0.2235 (0.2559)  loss_bbox_dn_1: 0.1693 (0.1869)  loss_bbox_dn_2: 0.1509 (0.1666)  loss_bbox_dn_3: 0.1411 (0.1609)  loss_bbox_dn_4: 0.1388 (0.1595)  loss_bbox_dn_5: 0.1387 (0.1595)  loss_giou: 0.4791 (0.4650)  loss_giou_aux_0: 0.5101 (0.4878)  loss_giou_aux_1: 0.4900 (0.4746)  loss_giou_aux_2: 0.4897 (0.4696)  loss_giou_aux_3: 0.4800 (0.4662)  loss_giou_aux_4: 0.4791 (0.4653)  loss_giou_aux_5: 0.5709 (0.5507)  loss_giou_dn_0: 0.5804 (0.5655)  loss_giou_dn_1: 0.4634 (0.4578)  loss_giou_dn_2: 0.4310 (0.4268)  loss_giou_dn_3: 0.4205 (0.4186)  loss_giou_dn_4: 0.4188 (0.4165)  loss_giou_dn_5: 0.4191 (0.4167)  loss_vfl: 0.6424 (0.6587)  loss_vfl_aux_0: 0.7416 (0.7570)  loss_vfl_aux_1: 0.7008 (0.7130)  loss_vfl_aux_2: 0.6601 (0.6847)  loss_vfl_aux_3: 0.6438 (0.6711)  loss_vfl_aux_4: 0.6528 (0.6624)  loss_vfl_aux_5: 0.7225 (0.7413)  loss_vfl_dn_0: 0.4415 (0.4466)  loss_vfl_dn_1: 0.3824 (0.3811)  loss_vfl_dn_2: 0.3659 (0.3652)  loss_vfl_dn_3: 0.3569 (0.3581)  loss_vfl_dn_4: 0.3565 (0.3555)  loss_vfl_dn_5: 0.3557 (0.3548)  time: 0.4892  data: 0.0141  max mem: 5654
Epoch: [57]  [3900/7393]  eta: 0:28:47  lr: 0.000010  loss: 14.9718 (15.4213)  loss_bbox: 0.1295 (0.1476)  loss_bbox_aux_0: 0.1331 (0.1602)  loss_bbox_aux_1: 0.1366 (0.1525)  loss_bbox_aux_2: 0.1406 (0.1500)  loss_bbox_aux_3: 0.1301 (0.1480)  loss_bbox_aux_4: 0.1303 (0.1476)  loss_bbox_aux_5: 0.1705 (0.1961)  loss_bbox_dn_0: 0.2231 (0.2558)  loss_bbox_dn_1: 0.1687 (0.1869)  loss_bbox_dn_2: 0.1542 (0.1666)  loss_bbox_dn_3: 0.1490 (0.1608)  loss_bbox_dn_4: 0.1463 (0.1595)  loss_bbox_dn_5: 0.1461 (0.1595)  loss_giou: 0.4443 (0.4650)  loss_giou_aux_0: 0.4605 (0.4878)  loss_giou_aux_1: 0.4432 (0.4746)  loss_giou_aux_2: 0.4413 (0.4696)  loss_giou_aux_3: 0.4428 (0.4662)  loss_giou_aux_4: 0.4472 (0.4652)  loss_giou_aux_5: 0.5167 (0.5507)  loss_giou_dn_0: 0.5558 (0.5655)  loss_giou_dn_1: 0.4504 (0.4578)  loss_giou_dn_2: 0.4188 (0.4268)  loss_giou_dn_3: 0.4086 (0.4186)  loss_giou_dn_4: 0.4056 (0.4165)  loss_giou_dn_5: 0.4052 (0.4167)  loss_vfl: 0.6127 (0.6586)  loss_vfl_aux_0: 0.7119 (0.7570)  loss_vfl_aux_1: 0.6947 (0.7131)  loss_vfl_aux_2: 0.6610 (0.6847)  loss_vfl_aux_3: 0.6297 (0.6711)  loss_vfl_aux_4: 0.6261 (0.6624)  loss_vfl_aux_5: 0.7108 (0.7411)  loss_vfl_dn_0: 0.4454 (0.4466)  loss_vfl_dn_1: 0.3825 (0.3811)  loss_vfl_dn_2: 0.3695 (0.3652)  loss_vfl_dn_3: 0.3636 (0.3581)  loss_vfl_dn_4: 0.3620 (0.3555)  loss_vfl_dn_5: 0.3600 (0.3548)  time: 0.4914  data: 0.0139  max mem: 5654
Epoch: [57]  [4000/7393]  eta: 0:28:01  lr: 0.000010  loss: 15.0665 (15.4199)  loss_bbox: 0.1383 (0.1475)  loss_bbox_aux_0: 0.1477 (0.1602)  loss_bbox_aux_1: 0.1423 (0.1524)  loss_bbox_aux_2: 0.1399 (0.1499)  loss_bbox_aux_3: 0.1413 (0.1479)  loss_bbox_aux_4: 0.1379 (0.1476)  loss_bbox_aux_5: 0.1867 (0.1960)  loss_bbox_dn_0: 0.2289 (0.2557)  loss_bbox_dn_1: 0.1649 (0.1867)  loss_bbox_dn_2: 0.1455 (0.1665)  loss_bbox_dn_3: 0.1390 (0.1607)  loss_bbox_dn_4: 0.1392 (0.1594)  loss_bbox_dn_5: 0.1392 (0.1594)  loss_giou: 0.4447 (0.4650)  loss_giou_aux_0: 0.4544 (0.4879)  loss_giou_aux_1: 0.4570 (0.4746)  loss_giou_aux_2: 0.4478 (0.4696)  loss_giou_aux_3: 0.4426 (0.4663)  loss_giou_aux_4: 0.4447 (0.4652)  loss_giou_aux_5: 0.5443 (0.5507)  loss_giou_dn_0: 0.5703 (0.5655)  loss_giou_dn_1: 0.4565 (0.4577)  loss_giou_dn_2: 0.4251 (0.4268)  loss_giou_dn_3: 0.4255 (0.4185)  loss_giou_dn_4: 0.4232 (0.4165)  loss_giou_dn_5: 0.4230 (0.4167)  loss_vfl: 0.6475 (0.6585)  loss_vfl_aux_0: 0.7471 (0.7568)  loss_vfl_aux_1: 0.7097 (0.7130)  loss_vfl_aux_2: 0.6774 (0.6846)  loss_vfl_aux_3: 0.6546 (0.6709)  loss_vfl_aux_4: 0.6571 (0.6623)  loss_vfl_aux_5: 0.7308 (0.7410)  loss_vfl_dn_0: 0.4421 (0.4466)  loss_vfl_dn_1: 0.3762 (0.3811)  loss_vfl_dn_2: 0.3627 (0.3653)  loss_vfl_dn_3: 0.3553 (0.3582)  loss_vfl_dn_4: 0.3529 (0.3556)  loss_vfl_dn_5: 0.3532 (0.3549)  time: 0.4802  data: 0.0135  max mem: 5654
Epoch: [57]  [4100/7393]  eta: 0:27:10  lr: 0.000010  loss: 14.8186 (15.4147)  loss_bbox: 0.1314 (0.1475)  loss_bbox_aux_0: 0.1597 (0.1601)  loss_bbox_aux_1: 0.1406 (0.1524)  loss_bbox_aux_2: 0.1380 (0.1499)  loss_bbox_aux_3: 0.1353 (0.1479)  loss_bbox_aux_4: 0.1297 (0.1475)  loss_bbox_aux_5: 0.1904 (0.1960)  loss_bbox_dn_0: 0.2364 (0.2557)  loss_bbox_dn_1: 0.1774 (0.1867)  loss_bbox_dn_2: 0.1585 (0.1665)  loss_bbox_dn_3: 0.1528 (0.1607)  loss_bbox_dn_4: 0.1502 (0.1593)  loss_bbox_dn_5: 0.1504 (0.1593)  loss_giou: 0.4066 (0.4647)  loss_giou_aux_0: 0.4252 (0.4876)  loss_giou_aux_1: 0.4218 (0.4743)  loss_giou_aux_2: 0.4192 (0.4694)  loss_giou_aux_3: 0.4169 (0.4660)  loss_giou_aux_4: 0.4051 (0.4649)  loss_giou_aux_5: 0.4791 (0.5504)  loss_giou_dn_0: 0.5125 (0.5653)  loss_giou_dn_1: 0.4116 (0.4575)  loss_giou_dn_2: 0.3822 (0.4266)  loss_giou_dn_3: 0.3739 (0.4183)  loss_giou_dn_4: 0.3727 (0.4163)  loss_giou_dn_5: 0.3729 (0.4164)  loss_vfl: 0.6474 (0.6584)  loss_vfl_aux_0: 0.7166 (0.7566)  loss_vfl_aux_1: 0.6956 (0.7128)  loss_vfl_aux_2: 0.6651 (0.6843)  loss_vfl_aux_3: 0.6452 (0.6707)  loss_vfl_aux_4: 0.6511 (0.6623)  loss_vfl_aux_5: 0.7253 (0.7410)  loss_vfl_dn_0: 0.4417 (0.4466)  loss_vfl_dn_1: 0.3809 (0.3811)  loss_vfl_dn_2: 0.3640 (0.3652)  loss_vfl_dn_3: 0.3565 (0.3581)  loss_vfl_dn_4: 0.3552 (0.3556)  loss_vfl_dn_5: 0.3531 (0.3548)  time: 0.4748  data: 0.0137  max mem: 5654
Epoch: [57]  [4200/7393]  eta: 0:26:19  lr: 0.000010  loss: 15.1676 (15.4178)  loss_bbox: 0.1474 (0.1474)  loss_bbox_aux_0: 0.1483 (0.1600)  loss_bbox_aux_1: 0.1491 (0.1522)  loss_bbox_aux_2: 0.1483 (0.1499)  loss_bbox_aux_3: 0.1424 (0.1479)  loss_bbox_aux_4: 0.1395 (0.1475)  loss_bbox_aux_5: 0.1895 (0.1957)  loss_bbox_dn_0: 0.2395 (0.2554)  loss_bbox_dn_1: 0.1706 (0.1866)  loss_bbox_dn_2: 0.1496 (0.1663)  loss_bbox_dn_3: 0.1436 (0.1606)  loss_bbox_dn_4: 0.1424 (0.1592)  loss_bbox_dn_5: 0.1424 (0.1592)  loss_giou: 0.4586 (0.4650)  loss_giou_aux_0: 0.4786 (0.4878)  loss_giou_aux_1: 0.4712 (0.4746)  loss_giou_aux_2: 0.4743 (0.4697)  loss_giou_aux_3: 0.4653 (0.4663)  loss_giou_aux_4: 0.4588 (0.4652)  loss_giou_aux_5: 0.5589 (0.5505)  loss_giou_dn_0: 0.5729 (0.5655)  loss_giou_dn_1: 0.4608 (0.4578)  loss_giou_dn_2: 0.4294 (0.4268)  loss_giou_dn_3: 0.4234 (0.4186)  loss_giou_dn_4: 0.4212 (0.4165)  loss_giou_dn_5: 0.4214 (0.4167)  loss_vfl: 0.6156 (0.6584)  loss_vfl_aux_0: 0.7163 (0.7569)  loss_vfl_aux_1: 0.6629 (0.7131)  loss_vfl_aux_2: 0.6454 (0.6844)  loss_vfl_aux_3: 0.6284 (0.6708)  loss_vfl_aux_4: 0.6180 (0.6623)  loss_vfl_aux_5: 0.6969 (0.7411)  loss_vfl_dn_0: 0.4416 (0.4467)  loss_vfl_dn_1: 0.3812 (0.3812)  loss_vfl_dn_2: 0.3675 (0.3653)  loss_vfl_dn_3: 0.3638 (0.3582)  loss_vfl_dn_4: 0.3622 (0.3556)  loss_vfl_dn_5: 0.3611 (0.3549)  time: 0.4777  data: 0.0137  max mem: 5654
Epoch: [57]  [4300/7393]  eta: 0:25:28  lr: 0.000010  loss: 15.4876 (15.4177)  loss_bbox: 0.1501 (0.1475)  loss_bbox_aux_0: 0.1633 (0.1601)  loss_bbox_aux_1: 0.1473 (0.1523)  loss_bbox_aux_2: 0.1520 (0.1499)  loss_bbox_aux_3: 0.1481 (0.1479)  loss_bbox_aux_4: 0.1548 (0.1475)  loss_bbox_aux_5: 0.2022 (0.1958)  loss_bbox_dn_0: 0.3035 (0.2556)  loss_bbox_dn_1: 0.2072 (0.1867)  loss_bbox_dn_2: 0.1802 (0.1665)  loss_bbox_dn_3: 0.1705 (0.1607)  loss_bbox_dn_4: 0.1697 (0.1593)  loss_bbox_dn_5: 0.1697 (0.1593)  loss_giou: 0.4223 (0.4648)  loss_giou_aux_0: 0.4540 (0.4876)  loss_giou_aux_1: 0.4388 (0.4744)  loss_giou_aux_2: 0.4316 (0.4694)  loss_giou_aux_3: 0.4222 (0.4661)  loss_giou_aux_4: 0.4240 (0.4650)  loss_giou_aux_5: 0.5138 (0.5503)  loss_giou_dn_0: 0.5528 (0.5654)  loss_giou_dn_1: 0.4497 (0.4577)  loss_giou_dn_2: 0.4165 (0.4267)  loss_giou_dn_3: 0.4026 (0.4184)  loss_giou_dn_4: 0.4018 (0.4164)  loss_giou_dn_5: 0.4019 (0.4166)  loss_vfl: 0.6436 (0.6586)  loss_vfl_aux_0: 0.7554 (0.7570)  loss_vfl_aux_1: 0.7161 (0.7132)  loss_vfl_aux_2: 0.6936 (0.6846)  loss_vfl_aux_3: 0.6718 (0.6709)  loss_vfl_aux_4: 0.6410 (0.6624)  loss_vfl_aux_5: 0.7256 (0.7414)  loss_vfl_dn_0: 0.4426 (0.4466)  loss_vfl_dn_1: 0.3776 (0.3812)  loss_vfl_dn_2: 0.3625 (0.3653)  loss_vfl_dn_3: 0.3571 (0.3581)  loss_vfl_dn_4: 0.3545 (0.3556)  loss_vfl_dn_5: 0.3526 (0.3549)  time: 0.4769  data: 0.0137  max mem: 5654
Epoch: [57]  [4400/7393]  eta: 0:24:37  lr: 0.000010  loss: 14.9131 (15.4218)  loss_bbox: 0.1318 (0.1475)  loss_bbox_aux_0: 0.1455 (0.1601)  loss_bbox_aux_1: 0.1390 (0.1523)  loss_bbox_aux_2: 0.1352 (0.1500)  loss_bbox_aux_3: 0.1316 (0.1480)  loss_bbox_aux_4: 0.1333 (0.1475)  loss_bbox_aux_5: 0.1682 (0.1959)  loss_bbox_dn_0: 0.2211 (0.2557)  loss_bbox_dn_1: 0.1563 (0.1868)  loss_bbox_dn_2: 0.1386 (0.1665)  loss_bbox_dn_3: 0.1305 (0.1608)  loss_bbox_dn_4: 0.1268 (0.1594)  loss_bbox_dn_5: 0.1269 (0.1594)  loss_giou: 0.4613 (0.4648)  loss_giou_aux_0: 0.4799 (0.4876)  loss_giou_aux_1: 0.4692 (0.4744)  loss_giou_aux_2: 0.4693 (0.4694)  loss_giou_aux_3: 0.4695 (0.4661)  loss_giou_aux_4: 0.4536 (0.4650)  loss_giou_aux_5: 0.5486 (0.5503)  loss_giou_dn_0: 0.5627 (0.5655)  loss_giou_dn_1: 0.4542 (0.4578)  loss_giou_dn_2: 0.4095 (0.4267)  loss_giou_dn_3: 0.3984 (0.4185)  loss_giou_dn_4: 0.3954 (0.4164)  loss_giou_dn_5: 0.3966 (0.4166)  loss_vfl: 0.6691 (0.6590)  loss_vfl_aux_0: 0.7365 (0.7574)  loss_vfl_aux_1: 0.6985 (0.7136)  loss_vfl_aux_2: 0.6905 (0.6849)  loss_vfl_aux_3: 0.6736 (0.6713)  loss_vfl_aux_4: 0.6668 (0.6629)  loss_vfl_aux_5: 0.7241 (0.7417)  loss_vfl_dn_0: 0.4436 (0.4467)  loss_vfl_dn_1: 0.3837 (0.3812)  loss_vfl_dn_2: 0.3671 (0.3654)  loss_vfl_dn_3: 0.3606 (0.3582)  loss_vfl_dn_4: 0.3577 (0.3557)  loss_vfl_dn_5: 0.3574 (0.3549)  time: 0.4787  data: 0.0136  max mem: 5654
Epoch: [57]  [4500/7393]  eta: 0:23:46  lr: 0.000010  loss: 15.0891 (15.4177)  loss_bbox: 0.1406 (0.1474)  loss_bbox_aux_0: 0.1487 (0.1600)  loss_bbox_aux_1: 0.1501 (0.1522)  loss_bbox_aux_2: 0.1489 (0.1498)  loss_bbox_aux_3: 0.1390 (0.1478)  loss_bbox_aux_4: 0.1405 (0.1474)  loss_bbox_aux_5: 0.1848 (0.1957)  loss_bbox_dn_0: 0.2135 (0.2554)  loss_bbox_dn_1: 0.1508 (0.1866)  loss_bbox_dn_2: 0.1402 (0.1663)  loss_bbox_dn_3: 0.1345 (0.1606)  loss_bbox_dn_4: 0.1327 (0.1592)  loss_bbox_dn_5: 0.1327 (0.1592)  loss_giou: 0.4419 (0.4647)  loss_giou_aux_0: 0.4754 (0.4876)  loss_giou_aux_1: 0.4576 (0.4743)  loss_giou_aux_2: 0.4422 (0.4694)  loss_giou_aux_3: 0.4399 (0.4660)  loss_giou_aux_4: 0.4420 (0.4649)  loss_giou_aux_5: 0.5498 (0.5503)  loss_giou_dn_0: 0.5662 (0.5654)  loss_giou_dn_1: 0.4605 (0.4576)  loss_giou_dn_2: 0.4393 (0.4266)  loss_giou_dn_3: 0.4272 (0.4184)  loss_giou_dn_4: 0.4254 (0.4163)  loss_giou_dn_5: 0.4256 (0.4165)  loss_vfl: 0.6258 (0.6591)  loss_vfl_aux_0: 0.7042 (0.7572)  loss_vfl_aux_1: 0.6842 (0.7135)  loss_vfl_aux_2: 0.6560 (0.6848)  loss_vfl_aux_3: 0.6383 (0.6713)  loss_vfl_aux_4: 0.6338 (0.6630)  loss_vfl_aux_5: 0.7139 (0.7416)  loss_vfl_dn_0: 0.4399 (0.4466)  loss_vfl_dn_1: 0.3771 (0.3811)  loss_vfl_dn_2: 0.3664 (0.3653)  loss_vfl_dn_3: 0.3607 (0.3581)  loss_vfl_dn_4: 0.3588 (0.3556)  loss_vfl_dn_5: 0.3577 (0.3549)  time: 0.4670  data: 0.0135  max mem: 5654
Epoch: [57]  [4600/7393]  eta: 0:22:56  lr: 0.000010  loss: 15.3164 (15.4187)  loss_bbox: 0.1580 (0.1474)  loss_bbox_aux_0: 0.1618 (0.1601)  loss_bbox_aux_1: 0.1544 (0.1523)  loss_bbox_aux_2: 0.1482 (0.1499)  loss_bbox_aux_3: 0.1509 (0.1479)  loss_bbox_aux_4: 0.1556 (0.1475)  loss_bbox_aux_5: 0.2033 (0.1958)  loss_bbox_dn_0: 0.2623 (0.2556)  loss_bbox_dn_1: 0.1957 (0.1866)  loss_bbox_dn_2: 0.1802 (0.1664)  loss_bbox_dn_3: 0.1754 (0.1606)  loss_bbox_dn_4: 0.1766 (0.1592)  loss_bbox_dn_5: 0.1766 (0.1592)  loss_giou: 0.4446 (0.4647)  loss_giou_aux_0: 0.4748 (0.4877)  loss_giou_aux_1: 0.4435 (0.4744)  loss_giou_aux_2: 0.4382 (0.4694)  loss_giou_aux_3: 0.4325 (0.4661)  loss_giou_aux_4: 0.4410 (0.4649)  loss_giou_aux_5: 0.5120 (0.5504)  loss_giou_dn_0: 0.5500 (0.5655)  loss_giou_dn_1: 0.4436 (0.4577)  loss_giou_dn_2: 0.4113 (0.4266)  loss_giou_dn_3: 0.4078 (0.4184)  loss_giou_dn_4: 0.4043 (0.4164)  loss_giou_dn_5: 0.4055 (0.4165)  loss_vfl: 0.6492 (0.6590)  loss_vfl_aux_0: 0.7730 (0.7571)  loss_vfl_aux_1: 0.7182 (0.7134)  loss_vfl_aux_2: 0.6894 (0.6848)  loss_vfl_aux_3: 0.6606 (0.6712)  loss_vfl_aux_4: 0.6557 (0.6629)  loss_vfl_aux_5: 0.7669 (0.7417)  loss_vfl_dn_0: 0.4450 (0.4465)  loss_vfl_dn_1: 0.3774 (0.3811)  loss_vfl_dn_2: 0.3646 (0.3652)  loss_vfl_dn_3: 0.3584 (0.3581)  loss_vfl_dn_4: 0.3560 (0.3556)  loss_vfl_dn_5: 0.3540 (0.3549)  time: 0.4904  data: 0.0135  max mem: 5654
Epoch: [57]  [4700/7393]  eta: 0:22:06  lr: 0.000010  loss: 14.8429 (15.4167)  loss_bbox: 0.1424 (0.1475)  loss_bbox_aux_0: 0.1626 (0.1601)  loss_bbox_aux_1: 0.1482 (0.1524)  loss_bbox_aux_2: 0.1462 (0.1500)  loss_bbox_aux_3: 0.1418 (0.1480)  loss_bbox_aux_4: 0.1404 (0.1475)  loss_bbox_aux_5: 0.1937 (0.1958)  loss_bbox_dn_0: 0.2395 (0.2556)  loss_bbox_dn_1: 0.1777 (0.1867)  loss_bbox_dn_2: 0.1471 (0.1665)  loss_bbox_dn_3: 0.1404 (0.1607)  loss_bbox_dn_4: 0.1382 (0.1593)  loss_bbox_dn_5: 0.1382 (0.1594)  loss_giou: 0.4265 (0.4645)  loss_giou_aux_0: 0.4543 (0.4875)  loss_giou_aux_1: 0.4462 (0.4742)  loss_giou_aux_2: 0.4413 (0.4693)  loss_giou_aux_3: 0.4264 (0.4659)  loss_giou_aux_4: 0.4250 (0.4648)  loss_giou_aux_5: 0.5324 (0.5502)  loss_giou_dn_0: 0.5516 (0.5653)  loss_giou_dn_1: 0.4513 (0.4575)  loss_giou_dn_2: 0.4196 (0.4265)  loss_giou_dn_3: 0.4109 (0.4183)  loss_giou_dn_4: 0.4101 (0.4162)  loss_giou_dn_5: 0.4100 (0.4164)  loss_vfl: 0.6544 (0.6589)  loss_vfl_aux_0: 0.7801 (0.7570)  loss_vfl_aux_1: 0.7123 (0.7132)  loss_vfl_aux_2: 0.6689 (0.6847)  loss_vfl_aux_3: 0.6527 (0.6710)  loss_vfl_aux_4: 0.6493 (0.6627)  loss_vfl_aux_5: 0.7505 (0.7416)  loss_vfl_dn_0: 0.4452 (0.4465)  loss_vfl_dn_1: 0.3797 (0.3811)  loss_vfl_dn_2: 0.3643 (0.3652)  loss_vfl_dn_3: 0.3574 (0.3581)  loss_vfl_dn_4: 0.3551 (0.3555)  loss_vfl_dn_5: 0.3538 (0.3548)  time: 0.4795  data: 0.0135  max mem: 5654
Epoch: [57]  [4800/7393]  eta: 0:21:16  lr: 0.000010  loss: 15.5440 (15.4248)  loss_bbox: 0.1443 (0.1478)  loss_bbox_aux_0: 0.1654 (0.1604)  loss_bbox_aux_1: 0.1536 (0.1526)  loss_bbox_aux_2: 0.1484 (0.1502)  loss_bbox_aux_3: 0.1436 (0.1482)  loss_bbox_aux_4: 0.1434 (0.1478)  loss_bbox_aux_5: 0.2139 (0.1961)  loss_bbox_dn_0: 0.2650 (0.2559)  loss_bbox_dn_1: 0.1950 (0.1870)  loss_bbox_dn_2: 0.1779 (0.1667)  loss_bbox_dn_3: 0.1733 (0.1609)  loss_bbox_dn_4: 0.1712 (0.1596)  loss_bbox_dn_5: 0.1715 (0.1596)  loss_giou: 0.4332 (0.4648)  loss_giou_aux_0: 0.4759 (0.4878)  loss_giou_aux_1: 0.4635 (0.4746)  loss_giou_aux_2: 0.4474 (0.4696)  loss_giou_aux_3: 0.4417 (0.4662)  loss_giou_aux_4: 0.4411 (0.4650)  loss_giou_aux_5: 0.5327 (0.5506)  loss_giou_dn_0: 0.5606 (0.5656)  loss_giou_dn_1: 0.4464 (0.4578)  loss_giou_dn_2: 0.4077 (0.4268)  loss_giou_dn_3: 0.4043 (0.4185)  loss_giou_dn_4: 0.4032 (0.4165)  loss_giou_dn_5: 0.4036 (0.4166)  loss_vfl: 0.6994 (0.6591)  loss_vfl_aux_0: 0.7943 (0.7571)  loss_vfl_aux_1: 0.7485 (0.7135)  loss_vfl_aux_2: 0.7211 (0.6848)  loss_vfl_aux_3: 0.6989 (0.6712)  loss_vfl_aux_4: 0.6947 (0.6629)  loss_vfl_aux_5: 0.7728 (0.7417)  loss_vfl_dn_0: 0.4468 (0.4465)  loss_vfl_dn_1: 0.3856 (0.3811)  loss_vfl_dn_2: 0.3692 (0.3653)  loss_vfl_dn_3: 0.3648 (0.3582)  loss_vfl_dn_4: 0.3611 (0.3556)  loss_vfl_dn_5: 0.3597 (0.3549)  time: 0.4686  data: 0.0140  max mem: 5654
Epoch: [57]  [4900/7393]  eta: 0:20:26  lr: 0.000010  loss: 14.9966 (15.4226)  loss_bbox: 0.1356 (0.1477)  loss_bbox_aux_0: 0.1524 (0.1603)  loss_bbox_aux_1: 0.1362 (0.1525)  loss_bbox_aux_2: 0.1338 (0.1502)  loss_bbox_aux_3: 0.1324 (0.1482)  loss_bbox_aux_4: 0.1343 (0.1477)  loss_bbox_aux_5: 0.1984 (0.1961)  loss_bbox_dn_0: 0.2683 (0.2560)  loss_bbox_dn_1: 0.1885 (0.1870)  loss_bbox_dn_2: 0.1645 (0.1667)  loss_bbox_dn_3: 0.1619 (0.1610)  loss_bbox_dn_4: 0.1606 (0.1596)  loss_bbox_dn_5: 0.1607 (0.1596)  loss_giou: 0.4035 (0.4643)  loss_giou_aux_0: 0.4300 (0.4874)  loss_giou_aux_1: 0.4120 (0.4741)  loss_giou_aux_2: 0.4013 (0.4691)  loss_giou_aux_3: 0.4042 (0.4657)  loss_giou_aux_4: 0.4068 (0.4645)  loss_giou_aux_5: 0.4895 (0.5502)  loss_giou_dn_0: 0.5220 (0.5654)  loss_giou_dn_1: 0.4134 (0.4576)  loss_giou_dn_2: 0.3796 (0.4265)  loss_giou_dn_3: 0.3778 (0.4183)  loss_giou_dn_4: 0.3744 (0.4162)  loss_giou_dn_5: 0.3745 (0.4164)  loss_vfl: 0.6587 (0.6594)  loss_vfl_aux_0: 0.7664 (0.7576)  loss_vfl_aux_1: 0.7192 (0.7140)  loss_vfl_aux_2: 0.6775 (0.6851)  loss_vfl_aux_3: 0.6731 (0.6714)  loss_vfl_aux_4: 0.6667 (0.6632)  loss_vfl_aux_5: 0.7583 (0.7420)  loss_vfl_dn_0: 0.4453 (0.4465)  loss_vfl_dn_1: 0.3740 (0.3811)  loss_vfl_dn_2: 0.3612 (0.3653)  loss_vfl_dn_3: 0.3555 (0.3581)  loss_vfl_dn_4: 0.3504 (0.3556)  loss_vfl_dn_5: 0.3522 (0.3549)  time: 0.4858  data: 0.0138  max mem: 5654
Epoch: [57]  [5000/7393]  eta: 0:19:36  lr: 0.000010  loss: 15.8704 (15.4194)  loss_bbox: 0.1352 (0.1478)  loss_bbox_aux_0: 0.1463 (0.1603)  loss_bbox_aux_1: 0.1452 (0.1525)  loss_bbox_aux_2: 0.1425 (0.1503)  loss_bbox_aux_3: 0.1385 (0.1482)  loss_bbox_aux_4: 0.1322 (0.1478)  loss_bbox_aux_5: 0.1699 (0.1961)  loss_bbox_dn_0: 0.2408 (0.2561)  loss_bbox_dn_1: 0.1710 (0.1870)  loss_bbox_dn_2: 0.1590 (0.1667)  loss_bbox_dn_3: 0.1550 (0.1610)  loss_bbox_dn_4: 0.1507 (0.1596)  loss_bbox_dn_5: 0.1507 (0.1596)  loss_giou: 0.4709 (0.4639)  loss_giou_aux_0: 0.5053 (0.4869)  loss_giou_aux_1: 0.4755 (0.4737)  loss_giou_aux_2: 0.4741 (0.4687)  loss_giou_aux_3: 0.4660 (0.4653)  loss_giou_aux_4: 0.4684 (0.4641)  loss_giou_aux_5: 0.5659 (0.5497)  loss_giou_dn_0: 0.5871 (0.5652)  loss_giou_dn_1: 0.4846 (0.4574)  loss_giou_dn_2: 0.4518 (0.4263)  loss_giou_dn_3: 0.4419 (0.4181)  loss_giou_dn_4: 0.4388 (0.4160)  loss_giou_dn_5: 0.4388 (0.4162)  loss_vfl: 0.6827 (0.6594)  loss_vfl_aux_0: 0.7876 (0.7578)  loss_vfl_aux_1: 0.7337 (0.7142)  loss_vfl_aux_2: 0.6905 (0.6851)  loss_vfl_aux_3: 0.7061 (0.6715)  loss_vfl_aux_4: 0.6840 (0.6632)  loss_vfl_aux_5: 0.7425 (0.7423)  loss_vfl_dn_0: 0.4453 (0.4465)  loss_vfl_dn_1: 0.3744 (0.3810)  loss_vfl_dn_2: 0.3626 (0.3652)  loss_vfl_dn_3: 0.3533 (0.3581)  loss_vfl_dn_4: 0.3498 (0.3555)  loss_vfl_dn_5: 0.3506 (0.3548)  time: 0.4618  data: 0.0133  max mem: 5654
Epoch: [57]  [5100/7393]  eta: 0:18:46  lr: 0.000010  loss: 15.4091 (15.4205)  loss_bbox: 0.1451 (0.1477)  loss_bbox_aux_0: 0.1665 (0.1603)  loss_bbox_aux_1: 0.1512 (0.1525)  loss_bbox_aux_2: 0.1477 (0.1502)  loss_bbox_aux_3: 0.1450 (0.1482)  loss_bbox_aux_4: 0.1451 (0.1477)  loss_bbox_aux_5: 0.1961 (0.1960)  loss_bbox_dn_0: 0.2327 (0.2559)  loss_bbox_dn_1: 0.1614 (0.1869)  loss_bbox_dn_2: 0.1463 (0.1667)  loss_bbox_dn_3: 0.1392 (0.1609)  loss_bbox_dn_4: 0.1379 (0.1595)  loss_bbox_dn_5: 0.1379 (0.1596)  loss_giou: 0.4571 (0.4641)  loss_giou_aux_0: 0.4722 (0.4872)  loss_giou_aux_1: 0.4630 (0.4739)  loss_giou_aux_2: 0.4476 (0.4690)  loss_giou_aux_3: 0.4492 (0.4656)  loss_giou_aux_4: 0.4574 (0.4644)  loss_giou_aux_5: 0.5325 (0.5500)  loss_giou_dn_0: 0.5707 (0.5652)  loss_giou_dn_1: 0.4647 (0.4575)  loss_giou_dn_2: 0.4248 (0.4264)  loss_giou_dn_3: 0.4144 (0.4182)  loss_giou_dn_4: 0.4121 (0.4161)  loss_giou_dn_5: 0.4121 (0.4163)  loss_vfl: 0.6536 (0.6594)  loss_vfl_aux_0: 0.7642 (0.7578)  loss_vfl_aux_1: 0.7068 (0.7142)  loss_vfl_aux_2: 0.6684 (0.6850)  loss_vfl_aux_3: 0.6630 (0.6714)  loss_vfl_aux_4: 0.6523 (0.6632)  loss_vfl_aux_5: 0.7240 (0.7422)  loss_vfl_dn_0: 0.4483 (0.4465)  loss_vfl_dn_1: 0.3811 (0.3810)  loss_vfl_dn_2: 0.3673 (0.3652)  loss_vfl_dn_3: 0.3616 (0.3581)  loss_vfl_dn_4: 0.3577 (0.3555)  loss_vfl_dn_5: 0.3571 (0.3548)  time: 0.4727  data: 0.0143  max mem: 5654
Epoch: [57]  [5200/7393]  eta: 0:17:56  lr: 0.000010  loss: 15.4499 (15.4221)  loss_bbox: 0.1536 (0.1478)  loss_bbox_aux_0: 0.1631 (0.1603)  loss_bbox_aux_1: 0.1575 (0.1525)  loss_bbox_aux_2: 0.1568 (0.1503)  loss_bbox_aux_3: 0.1539 (0.1482)  loss_bbox_aux_4: 0.1545 (0.1478)  loss_bbox_aux_5: 0.1900 (0.1960)  loss_bbox_dn_0: 0.2531 (0.2559)  loss_bbox_dn_1: 0.1851 (0.1869)  loss_bbox_dn_2: 0.1636 (0.1667)  loss_bbox_dn_3: 0.1545 (0.1609)  loss_bbox_dn_4: 0.1523 (0.1595)  loss_bbox_dn_5: 0.1523 (0.1595)  loss_giou: 0.4504 (0.4644)  loss_giou_aux_0: 0.4694 (0.4873)  loss_giou_aux_1: 0.4529 (0.4741)  loss_giou_aux_2: 0.4483 (0.4692)  loss_giou_aux_3: 0.4517 (0.4658)  loss_giou_aux_4: 0.4571 (0.4646)  loss_giou_aux_5: 0.5357 (0.5502)  loss_giou_dn_0: 0.5568 (0.5653)  loss_giou_dn_1: 0.4522 (0.4576)  loss_giou_dn_2: 0.4217 (0.4265)  loss_giou_dn_3: 0.4124 (0.4183)  loss_giou_dn_4: 0.4117 (0.4162)  loss_giou_dn_5: 0.4116 (0.4164)  loss_vfl: 0.6548 (0.6593)  loss_vfl_aux_0: 0.7689 (0.7579)  loss_vfl_aux_1: 0.7247 (0.7142)  loss_vfl_aux_2: 0.6898 (0.6850)  loss_vfl_aux_3: 0.6714 (0.6713)  loss_vfl_aux_4: 0.6555 (0.6631)  loss_vfl_aux_5: 0.7425 (0.7422)  loss_vfl_dn_0: 0.4539 (0.4465)  loss_vfl_dn_1: 0.3827 (0.3810)  loss_vfl_dn_2: 0.3669 (0.3652)  loss_vfl_dn_3: 0.3600 (0.3580)  loss_vfl_dn_4: 0.3590 (0.3555)  loss_vfl_dn_5: 0.3583 (0.3548)  time: 0.4817  data: 0.0135  max mem: 5654
Epoch: [57]  [5300/7393]  eta: 0:17:06  lr: 0.000010  loss: 15.7533 (15.4241)  loss_bbox: 0.1585 (0.1479)  loss_bbox_aux_0: 0.1796 (0.1604)  loss_bbox_aux_1: 0.1712 (0.1526)  loss_bbox_aux_2: 0.1635 (0.1504)  loss_bbox_aux_3: 0.1591 (0.1483)  loss_bbox_aux_4: 0.1583 (0.1479)  loss_bbox_aux_5: 0.2145 (0.1961)  loss_bbox_dn_0: 0.2508 (0.2559)  loss_bbox_dn_1: 0.1846 (0.1870)  loss_bbox_dn_2: 0.1627 (0.1667)  loss_bbox_dn_3: 0.1557 (0.1609)  loss_bbox_dn_4: 0.1522 (0.1596)  loss_bbox_dn_5: 0.1523 (0.1596)  loss_giou: 0.4410 (0.4645)  loss_giou_aux_0: 0.4618 (0.4874)  loss_giou_aux_1: 0.4642 (0.4742)  loss_giou_aux_2: 0.4462 (0.4693)  loss_giou_aux_3: 0.4453 (0.4659)  loss_giou_aux_4: 0.4456 (0.4647)  loss_giou_aux_5: 0.5199 (0.5502)  loss_giou_dn_0: 0.5655 (0.5654)  loss_giou_dn_1: 0.4525 (0.4576)  loss_giou_dn_2: 0.4216 (0.4265)  loss_giou_dn_3: 0.4223 (0.4183)  loss_giou_dn_4: 0.4185 (0.4162)  loss_giou_dn_5: 0.4184 (0.4164)  loss_vfl: 0.6459 (0.6593)  loss_vfl_aux_0: 0.7519 (0.7580)  loss_vfl_aux_1: 0.7243 (0.7143)  loss_vfl_aux_2: 0.6943 (0.6850)  loss_vfl_aux_3: 0.6706 (0.6714)  loss_vfl_aux_4: 0.6637 (0.6632)  loss_vfl_aux_5: 0.7384 (0.7422)  loss_vfl_dn_0: 0.4481 (0.4465)  loss_vfl_dn_1: 0.3777 (0.3810)  loss_vfl_dn_2: 0.3634 (0.3652)  loss_vfl_dn_3: 0.3568 (0.3580)  loss_vfl_dn_4: 0.3536 (0.3555)  loss_vfl_dn_5: 0.3541 (0.3548)  time: 0.4805  data: 0.0135  max mem: 5654
Epoch: [57]  [5400/7393]  eta: 0:16:17  lr: 0.000010  loss: 15.7736 (15.4272)  loss_bbox: 0.1455 (0.1478)  loss_bbox_aux_0: 0.1572 (0.1603)  loss_bbox_aux_1: 0.1499 (0.1525)  loss_bbox_aux_2: 0.1472 (0.1503)  loss_bbox_aux_3: 0.1458 (0.1483)  loss_bbox_aux_4: 0.1454 (0.1478)  loss_bbox_aux_5: 0.1805 (0.1961)  loss_bbox_dn_0: 0.2249 (0.2558)  loss_bbox_dn_1: 0.1687 (0.1869)  loss_bbox_dn_2: 0.1498 (0.1666)  loss_bbox_dn_3: 0.1476 (0.1608)  loss_bbox_dn_4: 0.1474 (0.1595)  loss_bbox_dn_5: 0.1474 (0.1595)  loss_giou: 0.4841 (0.4647)  loss_giou_aux_0: 0.5186 (0.4876)  loss_giou_aux_1: 0.5097 (0.4744)  loss_giou_aux_2: 0.5045 (0.4696)  loss_giou_aux_3: 0.4924 (0.4662)  loss_giou_aux_4: 0.4859 (0.4649)  loss_giou_aux_5: 0.5726 (0.5505)  loss_giou_dn_0: 0.5634 (0.5655)  loss_giou_dn_1: 0.4692 (0.4578)  loss_giou_dn_2: 0.4431 (0.4267)  loss_giou_dn_3: 0.4374 (0.4184)  loss_giou_dn_4: 0.4379 (0.4164)  loss_giou_dn_5: 0.4382 (0.4165)  loss_vfl: 0.6372 (0.6594)  loss_vfl_aux_0: 0.7533 (0.7583)  loss_vfl_aux_1: 0.7052 (0.7146)  loss_vfl_aux_2: 0.6736 (0.6851)  loss_vfl_aux_3: 0.6451 (0.6715)  loss_vfl_aux_4: 0.6357 (0.6633)  loss_vfl_aux_5: 0.7336 (0.7423)  loss_vfl_dn_0: 0.4460 (0.4465)  loss_vfl_dn_1: 0.3821 (0.3810)  loss_vfl_dn_2: 0.3651 (0.3652)  loss_vfl_dn_3: 0.3590 (0.3581)  loss_vfl_dn_4: 0.3573 (0.3555)  loss_vfl_dn_5: 0.3579 (0.3548)  time: 0.4869  data: 0.0134  max mem: 5654
Epoch: [57]  [5500/7393]  eta: 0:15:29  lr: 0.000010  loss: 15.4175 (15.4280)  loss_bbox: 0.1457 (0.1479)  loss_bbox_aux_0: 0.1601 (0.1604)  loss_bbox_aux_1: 0.1535 (0.1526)  loss_bbox_aux_2: 0.1538 (0.1504)  loss_bbox_aux_3: 0.1497 (0.1484)  loss_bbox_aux_4: 0.1494 (0.1479)  loss_bbox_aux_5: 0.1970 (0.1962)  loss_bbox_dn_0: 0.2647 (0.2560)  loss_bbox_dn_1: 0.1804 (0.1870)  loss_bbox_dn_2: 0.1649 (0.1667)  loss_bbox_dn_3: 0.1552 (0.1609)  loss_bbox_dn_4: 0.1535 (0.1595)  loss_bbox_dn_5: 0.1535 (0.1595)  loss_giou: 0.4261 (0.4645)  loss_giou_aux_0: 0.4386 (0.4873)  loss_giou_aux_1: 0.4301 (0.4741)  loss_giou_aux_2: 0.4253 (0.4693)  loss_giou_aux_3: 0.4152 (0.4659)  loss_giou_aux_4: 0.4226 (0.4647)  loss_giou_aux_5: 0.5006 (0.5503)  loss_giou_dn_0: 0.5477 (0.5654)  loss_giou_dn_1: 0.4358 (0.4577)  loss_giou_dn_2: 0.4013 (0.4266)  loss_giou_dn_3: 0.3922 (0.4183)  loss_giou_dn_4: 0.3914 (0.4162)  loss_giou_dn_5: 0.3914 (0.4164)  loss_vfl: 0.6454 (0.6597)  loss_vfl_aux_0: 0.7458 (0.7587)  loss_vfl_aux_1: 0.7279 (0.7150)  loss_vfl_aux_2: 0.6686 (0.6855)  loss_vfl_aux_3: 0.6572 (0.6718)  loss_vfl_aux_4: 0.6448 (0.6636)  loss_vfl_aux_5: 0.7172 (0.7425)  loss_vfl_dn_0: 0.4499 (0.4465)  loss_vfl_dn_1: 0.3813 (0.3811)  loss_vfl_dn_2: 0.3666 (0.3652)  loss_vfl_dn_3: 0.3568 (0.3581)  loss_vfl_dn_4: 0.3532 (0.3555)  loss_vfl_dn_5: 0.3498 (0.3548)  time: 0.4554  data: 0.0142  max mem: 5654
Epoch: [57]  [5600/7393]  eta: 0:14:40  lr: 0.000010  loss: 15.6802 (15.4309)  loss_bbox: 0.1464 (0.1480)  loss_bbox_aux_0: 0.1507 (0.1604)  loss_bbox_aux_1: 0.1528 (0.1526)  loss_bbox_aux_2: 0.1438 (0.1505)  loss_bbox_aux_3: 0.1473 (0.1484)  loss_bbox_aux_4: 0.1460 (0.1479)  loss_bbox_aux_5: 0.1886 (0.1962)  loss_bbox_dn_0: 0.2470 (0.2560)  loss_bbox_dn_1: 0.1817 (0.1870)  loss_bbox_dn_2: 0.1594 (0.1667)  loss_bbox_dn_3: 0.1543 (0.1610)  loss_bbox_dn_4: 0.1531 (0.1596)  loss_bbox_dn_5: 0.1531 (0.1596)  loss_giou: 0.4418 (0.4646)  loss_giou_aux_0: 0.4742 (0.4874)  loss_giou_aux_1: 0.4491 (0.4742)  loss_giou_aux_2: 0.4456 (0.4694)  loss_giou_aux_3: 0.4424 (0.4660)  loss_giou_aux_4: 0.4351 (0.4648)  loss_giou_aux_5: 0.5509 (0.5503)  loss_giou_dn_0: 0.5642 (0.5655)  loss_giou_dn_1: 0.4573 (0.4578)  loss_giou_dn_2: 0.4214 (0.4266)  loss_giou_dn_3: 0.4121 (0.4184)  loss_giou_dn_4: 0.4114 (0.4163)  loss_giou_dn_5: 0.4116 (0.4165)  loss_vfl: 0.6507 (0.6598)  loss_vfl_aux_0: 0.7434 (0.7589)  loss_vfl_aux_1: 0.7052 (0.7153)  loss_vfl_aux_2: 0.6743 (0.6857)  loss_vfl_aux_3: 0.6594 (0.6719)  loss_vfl_aux_4: 0.6539 (0.6637)  loss_vfl_aux_5: 0.7259 (0.7426)  loss_vfl_dn_0: 0.4415 (0.4465)  loss_vfl_dn_1: 0.3804 (0.3811)  loss_vfl_dn_2: 0.3680 (0.3652)  loss_vfl_dn_3: 0.3630 (0.3581)  loss_vfl_dn_4: 0.3601 (0.3556)  loss_vfl_dn_5: 0.3598 (0.3549)  time: 0.4808  data: 0.0136  max mem: 5654
Epoch: [57]  [5700/7393]  eta: 0:13:50  lr: 0.000010  loss: 15.0004 (15.4331)  loss_bbox: 0.1334 (0.1480)  loss_bbox_aux_0: 0.1473 (0.1604)  loss_bbox_aux_1: 0.1387 (0.1527)  loss_bbox_aux_2: 0.1355 (0.1505)  loss_bbox_aux_3: 0.1342 (0.1485)  loss_bbox_aux_4: 0.1322 (0.1480)  loss_bbox_aux_5: 0.1877 (0.1962)  loss_bbox_dn_0: 0.2487 (0.2562)  loss_bbox_dn_1: 0.1804 (0.1872)  loss_bbox_dn_2: 0.1636 (0.1669)  loss_bbox_dn_3: 0.1551 (0.1611)  loss_bbox_dn_4: 0.1531 (0.1597)  loss_bbox_dn_5: 0.1531 (0.1598)  loss_giou: 0.4270 (0.4645)  loss_giou_aux_0: 0.4508 (0.4873)  loss_giou_aux_1: 0.4418 (0.4741)  loss_giou_aux_2: 0.4369 (0.4693)  loss_giou_aux_3: 0.4429 (0.4659)  loss_giou_aux_4: 0.4362 (0.4647)  loss_giou_aux_5: 0.5270 (0.5502)  loss_giou_dn_0: 0.5504 (0.5656)  loss_giou_dn_1: 0.4451 (0.4578)  loss_giou_dn_2: 0.4126 (0.4267)  loss_giou_dn_3: 0.4109 (0.4184)  loss_giou_dn_4: 0.4114 (0.4163)  loss_giou_dn_5: 0.4114 (0.4165)  loss_vfl: 0.6484 (0.6600)  loss_vfl_aux_0: 0.7476 (0.7592)  loss_vfl_aux_1: 0.6953 (0.7155)  loss_vfl_aux_2: 0.6750 (0.6858)  loss_vfl_aux_3: 0.6726 (0.6721)  loss_vfl_aux_4: 0.6526 (0.6639)  loss_vfl_aux_5: 0.7154 (0.7428)  loss_vfl_dn_0: 0.4496 (0.4465)  loss_vfl_dn_1: 0.3850 (0.3811)  loss_vfl_dn_2: 0.3641 (0.3653)  loss_vfl_dn_3: 0.3576 (0.3581)  loss_vfl_dn_4: 0.3552 (0.3556)  loss_vfl_dn_5: 0.3550 (0.3549)  time: 0.4736  data: 0.0135  max mem: 5654
Epoch: [57]  [5800/7393]  eta: 0:13:02  lr: 0.000010  loss: 15.1369 (15.4337)  loss_bbox: 0.1336 (0.1481)  loss_bbox_aux_0: 0.1598 (0.1605)  loss_bbox_aux_1: 0.1382 (0.1527)  loss_bbox_aux_2: 0.1420 (0.1506)  loss_bbox_aux_3: 0.1332 (0.1485)  loss_bbox_aux_4: 0.1337 (0.1480)  loss_bbox_aux_5: 0.1952 (0.1963)  loss_bbox_dn_0: 0.2374 (0.2563)  loss_bbox_dn_1: 0.1677 (0.1872)  loss_bbox_dn_2: 0.1500 (0.1670)  loss_bbox_dn_3: 0.1444 (0.1612)  loss_bbox_dn_4: 0.1428 (0.1598)  loss_bbox_dn_5: 0.1428 (0.1598)  loss_giou: 0.4159 (0.4644)  loss_giou_aux_0: 0.4455 (0.4872)  loss_giou_aux_1: 0.4342 (0.4740)  loss_giou_aux_2: 0.4160 (0.4692)  loss_giou_aux_3: 0.4152 (0.4658)  loss_giou_aux_4: 0.4155 (0.4646)  loss_giou_aux_5: 0.5144 (0.5501)  loss_giou_dn_0: 0.5325 (0.5655)  loss_giou_dn_1: 0.4294 (0.4578)  loss_giou_dn_2: 0.4037 (0.4266)  loss_giou_dn_3: 0.3945 (0.4183)  loss_giou_dn_4: 0.3946 (0.4162)  loss_giou_dn_5: 0.3945 (0.4164)  loss_vfl: 0.6505 (0.6601)  loss_vfl_aux_0: 0.7686 (0.7592)  loss_vfl_aux_1: 0.7108 (0.7155)  loss_vfl_aux_2: 0.6887 (0.6859)  loss_vfl_aux_3: 0.6674 (0.6721)  loss_vfl_aux_4: 0.6548 (0.6640)  loss_vfl_aux_5: 0.7639 (0.7429)  loss_vfl_dn_0: 0.4511 (0.4466)  loss_vfl_dn_1: 0.3780 (0.3811)  loss_vfl_dn_2: 0.3636 (0.3653)  loss_vfl_dn_3: 0.3551 (0.3581)  loss_vfl_dn_4: 0.3511 (0.3556)  loss_vfl_dn_5: 0.3508 (0.3549)  time: 0.4697  data: 0.0136  max mem: 5654
Epoch: [57]  [5900/7393]  eta: 0:12:12  lr: 0.000010  loss: 15.3942 (15.4335)  loss_bbox: 0.1310 (0.1481)  loss_bbox_aux_0: 0.1506 (0.1605)  loss_bbox_aux_1: 0.1421 (0.1527)  loss_bbox_aux_2: 0.1495 (0.1506)  loss_bbox_aux_3: 0.1347 (0.1486)  loss_bbox_aux_4: 0.1318 (0.1480)  loss_bbox_aux_5: 0.1899 (0.1963)  loss_bbox_dn_0: 0.2351 (0.2562)  loss_bbox_dn_1: 0.1766 (0.1872)  loss_bbox_dn_2: 0.1496 (0.1669)  loss_bbox_dn_3: 0.1402 (0.1611)  loss_bbox_dn_4: 0.1352 (0.1597)  loss_bbox_dn_5: 0.1348 (0.1598)  loss_giou: 0.4607 (0.4645)  loss_giou_aux_0: 0.4812 (0.4872)  loss_giou_aux_1: 0.4547 (0.4740)  loss_giou_aux_2: 0.4576 (0.4693)  loss_giou_aux_3: 0.4606 (0.4658)  loss_giou_aux_4: 0.4643 (0.4646)  loss_giou_aux_5: 0.5375 (0.5501)  loss_giou_dn_0: 0.5566 (0.5655)  loss_giou_dn_1: 0.4783 (0.4578)  loss_giou_dn_2: 0.4500 (0.4266)  loss_giou_dn_3: 0.4379 (0.4183)  loss_giou_dn_4: 0.4387 (0.4163)  loss_giou_dn_5: 0.4388 (0.4164)  loss_vfl: 0.6353 (0.6601)  loss_vfl_aux_0: 0.7502 (0.7593)  loss_vfl_aux_1: 0.7049 (0.7156)  loss_vfl_aux_2: 0.6607 (0.6859)  loss_vfl_aux_3: 0.6516 (0.6721)  loss_vfl_aux_4: 0.6422 (0.6640)  loss_vfl_aux_5: 0.7306 (0.7430)  loss_vfl_dn_0: 0.4471 (0.4465)  loss_vfl_dn_1: 0.3863 (0.3811)  loss_vfl_dn_2: 0.3685 (0.3653)  loss_vfl_dn_3: 0.3578 (0.3581)  loss_vfl_dn_4: 0.3554 (0.3556)  loss_vfl_dn_5: 0.3540 (0.3549)  time: 0.4663  data: 0.0136  max mem: 5654
Epoch: [57]  [6000/7393]  eta: 0:11:23  lr: 0.000010  loss: 15.4724 (15.4338)  loss_bbox: 0.1524 (0.1482)  loss_bbox_aux_0: 0.1663 (0.1607)  loss_bbox_aux_1: 0.1618 (0.1529)  loss_bbox_aux_2: 0.1579 (0.1507)  loss_bbox_aux_3: 0.1528 (0.1487)  loss_bbox_aux_4: 0.1496 (0.1482)  loss_bbox_aux_5: 0.2022 (0.1965)  loss_bbox_dn_0: 0.2737 (0.2565)  loss_bbox_dn_1: 0.1933 (0.1874)  loss_bbox_dn_2: 0.1741 (0.1670)  loss_bbox_dn_3: 0.1686 (0.1613)  loss_bbox_dn_4: 0.1677 (0.1599)  loss_bbox_dn_5: 0.1675 (0.1599)  loss_giou: 0.4025 (0.4642)  loss_giou_aux_0: 0.4224 (0.4869)  loss_giou_aux_1: 0.4205 (0.4738)  loss_giou_aux_2: 0.4223 (0.4690)  loss_giou_aux_3: 0.4052 (0.4656)  loss_giou_aux_4: 0.4026 (0.4644)  loss_giou_aux_5: 0.4817 (0.5498)  loss_giou_dn_0: 0.5459 (0.5653)  loss_giou_dn_1: 0.4202 (0.4576)  loss_giou_dn_2: 0.3895 (0.4264)  loss_giou_dn_3: 0.3855 (0.4181)  loss_giou_dn_4: 0.3835 (0.4161)  loss_giou_dn_5: 0.3840 (0.4162)  loss_vfl: 0.6605 (0.6601)  loss_vfl_aux_0: 0.7940 (0.7596)  loss_vfl_aux_1: 0.7268 (0.7157)  loss_vfl_aux_2: 0.6814 (0.6861)  loss_vfl_aux_3: 0.6587 (0.6722)  loss_vfl_aux_4: 0.6572 (0.6640)  loss_vfl_aux_5: 0.8030 (0.7433)  loss_vfl_dn_0: 0.4530 (0.4466)  loss_vfl_dn_1: 0.3751 (0.3811)  loss_vfl_dn_2: 0.3560 (0.3652)  loss_vfl_dn_3: 0.3456 (0.3581)  loss_vfl_dn_4: 0.3429 (0.3556)  loss_vfl_dn_5: 0.3408 (0.3548)  time: 0.4869  data: 0.0136  max mem: 5654
Epoch: [57]  [6100/7393]  eta: 0:10:35  lr: 0.000010  loss: 15.2437 (15.4314)  loss_bbox: 0.1375 (0.1482)  loss_bbox_aux_0: 0.1537 (0.1606)  loss_bbox_aux_1: 0.1392 (0.1528)  loss_bbox_aux_2: 0.1408 (0.1506)  loss_bbox_aux_3: 0.1371 (0.1487)  loss_bbox_aux_4: 0.1365 (0.1481)  loss_bbox_aux_5: 0.1859 (0.1964)  loss_bbox_dn_0: 0.2358 (0.2564)  loss_bbox_dn_1: 0.1732 (0.1873)  loss_bbox_dn_2: 0.1506 (0.1669)  loss_bbox_dn_3: 0.1401 (0.1612)  loss_bbox_dn_4: 0.1380 (0.1598)  loss_bbox_dn_5: 0.1376 (0.1598)  loss_giou: 0.4579 (0.4641)  loss_giou_aux_0: 0.4636 (0.4868)  loss_giou_aux_1: 0.4524 (0.4737)  loss_giou_aux_2: 0.4580 (0.4689)  loss_giou_aux_3: 0.4568 (0.4654)  loss_giou_aux_4: 0.4517 (0.4642)  loss_giou_aux_5: 0.5222 (0.5497)  loss_giou_dn_0: 0.5564 (0.5653)  loss_giou_dn_1: 0.4535 (0.4575)  loss_giou_dn_2: 0.4266 (0.4263)  loss_giou_dn_3: 0.4184 (0.4181)  loss_giou_dn_4: 0.4173 (0.4160)  loss_giou_dn_5: 0.4180 (0.4162)  loss_vfl: 0.6430 (0.6602)  loss_vfl_aux_0: 0.7429 (0.7596)  loss_vfl_aux_1: 0.7007 (0.7159)  loss_vfl_aux_2: 0.6614 (0.6862)  loss_vfl_aux_3: 0.6547 (0.6722)  loss_vfl_aux_4: 0.6518 (0.6641)  loss_vfl_aux_5: 0.7014 (0.7434)  loss_vfl_dn_0: 0.4363 (0.4465)  loss_vfl_dn_1: 0.3763 (0.3810)  loss_vfl_dn_2: 0.3635 (0.3652)  loss_vfl_dn_3: 0.3606 (0.3581)  loss_vfl_dn_4: 0.3583 (0.3555)  loss_vfl_dn_5: 0.3556 (0.3548)  time: 0.4696  data: 0.0135  max mem: 5654
Epoch: [57]  [6200/7393]  eta: 0:09:45  lr: 0.000010  loss: 14.8662 (15.4325)  loss_bbox: 0.1419 (0.1482)  loss_bbox_aux_0: 0.1567 (0.1607)  loss_bbox_aux_1: 0.1470 (0.1529)  loss_bbox_aux_2: 0.1440 (0.1507)  loss_bbox_aux_3: 0.1416 (0.1487)  loss_bbox_aux_4: 0.1441 (0.1482)  loss_bbox_aux_5: 0.1919 (0.1965)  loss_bbox_dn_0: 0.2493 (0.2565)  loss_bbox_dn_1: 0.1864 (0.1874)  loss_bbox_dn_2: 0.1580 (0.1670)  loss_bbox_dn_3: 0.1527 (0.1613)  loss_bbox_dn_4: 0.1509 (0.1599)  loss_bbox_dn_5: 0.1510 (0.1599)  loss_giou: 0.4250 (0.4640)  loss_giou_aux_0: 0.4430 (0.4867)  loss_giou_aux_1: 0.4235 (0.4735)  loss_giou_aux_2: 0.4296 (0.4688)  loss_giou_aux_3: 0.4277 (0.4654)  loss_giou_aux_4: 0.4247 (0.4642)  loss_giou_aux_5: 0.5004 (0.5495)  loss_giou_dn_0: 0.5261 (0.5652)  loss_giou_dn_1: 0.4383 (0.4575)  loss_giou_dn_2: 0.3981 (0.4263)  loss_giou_dn_3: 0.3930 (0.4180)  loss_giou_dn_4: 0.3921 (0.4159)  loss_giou_dn_5: 0.3927 (0.4161)  loss_vfl: 0.6513 (0.6602)  loss_vfl_aux_0: 0.7595 (0.7597)  loss_vfl_aux_1: 0.7378 (0.7161)  loss_vfl_aux_2: 0.6647 (0.6863)  loss_vfl_aux_3: 0.6510 (0.6722)  loss_vfl_aux_4: 0.6532 (0.6641)  loss_vfl_aux_5: 0.7257 (0.7434)  loss_vfl_dn_0: 0.4441 (0.4466)  loss_vfl_dn_1: 0.3757 (0.3811)  loss_vfl_dn_2: 0.3640 (0.3652)  loss_vfl_dn_3: 0.3539 (0.3581)  loss_vfl_dn_4: 0.3527 (0.3555)  loss_vfl_dn_5: 0.3498 (0.3548)  time: 0.4681  data: 0.0134  max mem: 5654
Epoch: [57]  [6300/7393]  eta: 0:08:56  lr: 0.000010  loss: 15.6137 (15.4320)  loss_bbox: 0.1459 (0.1483)  loss_bbox_aux_0: 0.1575 (0.1607)  loss_bbox_aux_1: 0.1556 (0.1530)  loss_bbox_aux_2: 0.1504 (0.1507)  loss_bbox_aux_3: 0.1478 (0.1488)  loss_bbox_aux_4: 0.1457 (0.1482)  loss_bbox_aux_5: 0.1782 (0.1965)  loss_bbox_dn_0: 0.2279 (0.2565)  loss_bbox_dn_1: 0.1620 (0.1874)  loss_bbox_dn_2: 0.1473 (0.1671)  loss_bbox_dn_3: 0.1451 (0.1613)  loss_bbox_dn_4: 0.1437 (0.1599)  loss_bbox_dn_5: 0.1437 (0.1599)  loss_giou: 0.4715 (0.4639)  loss_giou_aux_0: 0.4830 (0.4866)  loss_giou_aux_1: 0.4690 (0.4734)  loss_giou_aux_2: 0.4712 (0.4686)  loss_giou_aux_3: 0.4734 (0.4653)  loss_giou_aux_4: 0.4705 (0.4641)  loss_giou_aux_5: 0.5470 (0.5494)  loss_giou_dn_0: 0.5690 (0.5651)  loss_giou_dn_1: 0.4643 (0.4574)  loss_giou_dn_2: 0.4383 (0.4262)  loss_giou_dn_3: 0.4299 (0.4180)  loss_giou_dn_4: 0.4283 (0.4159)  loss_giou_dn_5: 0.4285 (0.4160)  loss_vfl: 0.6602 (0.6602)  loss_vfl_aux_0: 0.7476 (0.7597)  loss_vfl_aux_1: 0.7147 (0.7162)  loss_vfl_aux_2: 0.6919 (0.6864)  loss_vfl_aux_3: 0.6734 (0.6723)  loss_vfl_aux_4: 0.6646 (0.6641)  loss_vfl_aux_5: 0.7278 (0.7435)  loss_vfl_dn_0: 0.4432 (0.4466)  loss_vfl_dn_1: 0.3870 (0.3811)  loss_vfl_dn_2: 0.3666 (0.3652)  loss_vfl_dn_3: 0.3564 (0.3581)  loss_vfl_dn_4: 0.3564 (0.3555)  loss_vfl_dn_5: 0.3575 (0.3548)  time: 0.4791  data: 0.0134  max mem: 5654
Epoch: [57]  [6400/7393]  eta: 0:08:07  lr: 0.000010  loss: 15.4100 (15.4323)  loss_bbox: 0.1536 (0.1483)  loss_bbox_aux_0: 0.1671 (0.1608)  loss_bbox_aux_1: 0.1512 (0.1530)  loss_bbox_aux_2: 0.1485 (0.1508)  loss_bbox_aux_3: 0.1480 (0.1488)  loss_bbox_aux_4: 0.1535 (0.1483)  loss_bbox_aux_5: 0.1980 (0.1965)  loss_bbox_dn_0: 0.2667 (0.2566)  loss_bbox_dn_1: 0.1985 (0.1875)  loss_bbox_dn_2: 0.1765 (0.1671)  loss_bbox_dn_3: 0.1706 (0.1614)  loss_bbox_dn_4: 0.1686 (0.1600)  loss_bbox_dn_5: 0.1687 (0.1600)  loss_giou: 0.4361 (0.4639)  loss_giou_aux_0: 0.5008 (0.4865)  loss_giou_aux_1: 0.4689 (0.4734)  loss_giou_aux_2: 0.4558 (0.4686)  loss_giou_aux_3: 0.4364 (0.4652)  loss_giou_aux_4: 0.4383 (0.4641)  loss_giou_aux_5: 0.5496 (0.5493)  loss_giou_dn_0: 0.5632 (0.5651)  loss_giou_dn_1: 0.4760 (0.4573)  loss_giou_dn_2: 0.4400 (0.4262)  loss_giou_dn_3: 0.4317 (0.4179)  loss_giou_dn_4: 0.4294 (0.4158)  loss_giou_dn_5: 0.4297 (0.4160)  loss_vfl: 0.6669 (0.6602)  loss_vfl_aux_0: 0.7409 (0.7598)  loss_vfl_aux_1: 0.7351 (0.7163)  loss_vfl_aux_2: 0.6989 (0.6864)  loss_vfl_aux_3: 0.6802 (0.6723)  loss_vfl_aux_4: 0.6678 (0.6640)  loss_vfl_aux_5: 0.7377 (0.7436)  loss_vfl_dn_0: 0.4512 (0.4466)  loss_vfl_dn_1: 0.3896 (0.3811)  loss_vfl_dn_2: 0.3754 (0.3652)  loss_vfl_dn_3: 0.3651 (0.3581)  loss_vfl_dn_4: 0.3603 (0.3555)  loss_vfl_dn_5: 0.3593 (0.3548)  time: 0.4650  data: 0.0135  max mem: 5654
Epoch: [57]  [6500/7393]  eta: 0:07:17  lr: 0.000010  loss: 15.0897 (15.4315)  loss_bbox: 0.1398 (0.1483)  loss_bbox_aux_0: 0.1505 (0.1608)  loss_bbox_aux_1: 0.1428 (0.1529)  loss_bbox_aux_2: 0.1387 (0.1507)  loss_bbox_aux_3: 0.1440 (0.1488)  loss_bbox_aux_4: 0.1398 (0.1483)  loss_bbox_aux_5: 0.1873 (0.1965)  loss_bbox_dn_0: 0.2548 (0.2567)  loss_bbox_dn_1: 0.1924 (0.1875)  loss_bbox_dn_2: 0.1646 (0.1672)  loss_bbox_dn_3: 0.1530 (0.1614)  loss_bbox_dn_4: 0.1525 (0.1600)  loss_bbox_dn_5: 0.1525 (0.1600)  loss_giou: 0.4349 (0.4638)  loss_giou_aux_0: 0.4270 (0.4865)  loss_giou_aux_1: 0.4194 (0.4733)  loss_giou_aux_2: 0.4253 (0.4685)  loss_giou_aux_3: 0.4181 (0.4652)  loss_giou_aux_4: 0.4310 (0.4640)  loss_giou_aux_5: 0.4929 (0.5493)  loss_giou_dn_0: 0.5512 (0.5651)  loss_giou_dn_1: 0.4443 (0.4573)  loss_giou_dn_2: 0.4158 (0.4262)  loss_giou_dn_3: 0.4077 (0.4179)  loss_giou_dn_4: 0.4061 (0.4158)  loss_giou_dn_5: 0.4067 (0.4160)  loss_vfl: 0.6537 (0.6601)  loss_vfl_aux_0: 0.7552 (0.7597)  loss_vfl_aux_1: 0.7048 (0.7163)  loss_vfl_aux_2: 0.6919 (0.6865)  loss_vfl_aux_3: 0.6553 (0.6723)  loss_vfl_aux_4: 0.6604 (0.6640)  loss_vfl_aux_5: 0.7257 (0.7436)  loss_vfl_dn_0: 0.4349 (0.4466)  loss_vfl_dn_1: 0.3777 (0.3811)  loss_vfl_dn_2: 0.3598 (0.3652)  loss_vfl_dn_3: 0.3508 (0.3581)  loss_vfl_dn_4: 0.3504 (0.3555)  loss_vfl_dn_5: 0.3525 (0.3548)  time: 0.4799  data: 0.0136  max mem: 5654
Epoch: [57]  [6600/7393]  eta: 0:06:28  lr: 0.000010  loss: 15.3704 (15.4311)  loss_bbox: 0.1349 (0.1484)  loss_bbox_aux_0: 0.1441 (0.1608)  loss_bbox_aux_1: 0.1414 (0.1530)  loss_bbox_aux_2: 0.1406 (0.1508)  loss_bbox_aux_3: 0.1378 (0.1488)  loss_bbox_aux_4: 0.1317 (0.1483)  loss_bbox_aux_5: 0.1844 (0.1966)  loss_bbox_dn_0: 0.2245 (0.2567)  loss_bbox_dn_1: 0.1717 (0.1875)  loss_bbox_dn_2: 0.1490 (0.1672)  loss_bbox_dn_3: 0.1435 (0.1614)  loss_bbox_dn_4: 0.1432 (0.1600)  loss_bbox_dn_5: 0.1433 (0.1600)  loss_giou: 0.4699 (0.4638)  loss_giou_aux_0: 0.4872 (0.4865)  loss_giou_aux_1: 0.4784 (0.4733)  loss_giou_aux_2: 0.4769 (0.4685)  loss_giou_aux_3: 0.4664 (0.4652)  loss_giou_aux_4: 0.4692 (0.4640)  loss_giou_aux_5: 0.5558 (0.5493)  loss_giou_dn_0: 0.5596 (0.5650)  loss_giou_dn_1: 0.4567 (0.4573)  loss_giou_dn_2: 0.4313 (0.4261)  loss_giou_dn_3: 0.4264 (0.4178)  loss_giou_dn_4: 0.4261 (0.4158)  loss_giou_dn_5: 0.4262 (0.4159)  loss_vfl: 0.6441 (0.6600)  loss_vfl_aux_0: 0.7368 (0.7597)  loss_vfl_aux_1: 0.7041 (0.7163)  loss_vfl_aux_2: 0.6669 (0.6864)  loss_vfl_aux_3: 0.6594 (0.6721)  loss_vfl_aux_4: 0.6450 (0.6638)  loss_vfl_aux_5: 0.7217 (0.7435)  loss_vfl_dn_0: 0.4412 (0.4466)  loss_vfl_dn_1: 0.3819 (0.3810)  loss_vfl_dn_2: 0.3647 (0.3652)  loss_vfl_dn_3: 0.3597 (0.3580)  loss_vfl_dn_4: 0.3563 (0.3555)  loss_vfl_dn_5: 0.3582 (0.3547)  time: 0.4608  data: 0.0135  max mem: 5654
Epoch: [57]  [6700/7393]  eta: 0:05:39  lr: 0.000010  loss: 15.0429 (15.4307)  loss_bbox: 0.1375 (0.1483)  loss_bbox_aux_0: 0.1508 (0.1608)  loss_bbox_aux_1: 0.1446 (0.1529)  loss_bbox_aux_2: 0.1420 (0.1507)  loss_bbox_aux_3: 0.1433 (0.1488)  loss_bbox_aux_4: 0.1406 (0.1483)  loss_bbox_aux_5: 0.1923 (0.1965)  loss_bbox_dn_0: 0.2280 (0.2567)  loss_bbox_dn_1: 0.1589 (0.1875)  loss_bbox_dn_2: 0.1402 (0.1672)  loss_bbox_dn_3: 0.1369 (0.1614)  loss_bbox_dn_4: 0.1356 (0.1600)  loss_bbox_dn_5: 0.1356 (0.1600)  loss_giou: 0.4970 (0.4639)  loss_giou_aux_0: 0.5025 (0.4866)  loss_giou_aux_1: 0.4950 (0.4734)  loss_giou_aux_2: 0.4873 (0.4686)  loss_giou_aux_3: 0.4982 (0.4652)  loss_giou_aux_4: 0.4999 (0.4641)  loss_giou_aux_5: 0.5799 (0.5494)  loss_giou_dn_0: 0.5545 (0.5651)  loss_giou_dn_1: 0.4567 (0.4573)  loss_giou_dn_2: 0.4269 (0.4262)  loss_giou_dn_3: 0.4207 (0.4179)  loss_giou_dn_4: 0.4201 (0.4158)  loss_giou_dn_5: 0.4201 (0.4159)  loss_vfl: 0.6459 (0.6599)  loss_vfl_aux_0: 0.7404 (0.7596)  loss_vfl_aux_1: 0.6956 (0.7163)  loss_vfl_aux_2: 0.6622 (0.6864)  loss_vfl_aux_3: 0.6560 (0.6721)  loss_vfl_aux_4: 0.6485 (0.6638)  loss_vfl_aux_5: 0.7223 (0.7434)  loss_vfl_dn_0: 0.4431 (0.4465)  loss_vfl_dn_1: 0.3827 (0.3810)  loss_vfl_dn_2: 0.3689 (0.3652)  loss_vfl_dn_3: 0.3620 (0.3580)  loss_vfl_dn_4: 0.3615 (0.3555)  loss_vfl_dn_5: 0.3657 (0.3548)  time: 0.4731  data: 0.0134  max mem: 5654
Epoch: [57]  [6800/7393]  eta: 0:04:50  lr: 0.000010  loss: 15.2973 (15.4314)  loss_bbox: 0.1560 (0.1483)  loss_bbox_aux_0: 0.1661 (0.1607)  loss_bbox_aux_1: 0.1553 (0.1529)  loss_bbox_aux_2: 0.1593 (0.1507)  loss_bbox_aux_3: 0.1526 (0.1487)  loss_bbox_aux_4: 0.1569 (0.1482)  loss_bbox_aux_5: 0.2011 (0.1964)  loss_bbox_dn_0: 0.2520 (0.2564)  loss_bbox_dn_1: 0.1773 (0.1873)  loss_bbox_dn_2: 0.1538 (0.1670)  loss_bbox_dn_3: 0.1497 (0.1612)  loss_bbox_dn_4: 0.1504 (0.1599)  loss_bbox_dn_5: 0.1505 (0.1599)  loss_giou: 0.4372 (0.4641)  loss_giou_aux_0: 0.4622 (0.4868)  loss_giou_aux_1: 0.4437 (0.4736)  loss_giou_aux_2: 0.4420 (0.4688)  loss_giou_aux_3: 0.4362 (0.4655)  loss_giou_aux_4: 0.4374 (0.4644)  loss_giou_aux_5: 0.5193 (0.5496)  loss_giou_dn_0: 0.5399 (0.5651)  loss_giou_dn_1: 0.4311 (0.4574)  loss_giou_dn_2: 0.3996 (0.4263)  loss_giou_dn_3: 0.3865 (0.4180)  loss_giou_dn_4: 0.3866 (0.4159)  loss_giou_dn_5: 0.3869 (0.4160)  loss_vfl: 0.6561 (0.6598)  loss_vfl_aux_0: 0.7456 (0.7595)  loss_vfl_aux_1: 0.7014 (0.7162)  loss_vfl_aux_2: 0.6859 (0.6863)  loss_vfl_aux_3: 0.6618 (0.6721)  loss_vfl_aux_4: 0.6509 (0.6637)  loss_vfl_aux_5: 0.7366 (0.7433)  loss_vfl_dn_0: 0.4495 (0.4466)  loss_vfl_dn_1: 0.3781 (0.3811)  loss_vfl_dn_2: 0.3577 (0.3652)  loss_vfl_dn_3: 0.3488 (0.3581)  loss_vfl_dn_4: 0.3485 (0.3555)  loss_vfl_dn_5: 0.3479 (0.3548)  time: 0.4759  data: 0.0143  max mem: 5654
Epoch: [57]  [6900/7393]  eta: 0:04:01  lr: 0.000010  loss: 15.7096 (15.4284)  loss_bbox: 0.1324 (0.1482)  loss_bbox_aux_0: 0.1472 (0.1607)  loss_bbox_aux_1: 0.1393 (0.1529)  loss_bbox_aux_2: 0.1368 (0.1506)  loss_bbox_aux_3: 0.1289 (0.1487)  loss_bbox_aux_4: 0.1323 (0.1482)  loss_bbox_aux_5: 0.1747 (0.1964)  loss_bbox_dn_0: 0.2090 (0.2563)  loss_bbox_dn_1: 0.1553 (0.1873)  loss_bbox_dn_2: 0.1331 (0.1670)  loss_bbox_dn_3: 0.1303 (0.1612)  loss_bbox_dn_4: 0.1292 (0.1598)  loss_bbox_dn_5: 0.1292 (0.1598)  loss_giou: 0.5097 (0.4640)  loss_giou_aux_0: 0.5208 (0.4867)  loss_giou_aux_1: 0.5112 (0.4734)  loss_giou_aux_2: 0.5090 (0.4686)  loss_giou_aux_3: 0.5020 (0.4653)  loss_giou_aux_4: 0.4996 (0.4642)  loss_giou_aux_5: 0.5714 (0.5494)  loss_giou_dn_0: 0.5870 (0.5650)  loss_giou_dn_1: 0.4662 (0.4573)  loss_giou_dn_2: 0.4369 (0.4262)  loss_giou_dn_3: 0.4336 (0.4179)  loss_giou_dn_4: 0.4305 (0.4158)  loss_giou_dn_5: 0.4305 (0.4160)  loss_vfl: 0.6371 (0.6597)  loss_vfl_aux_0: 0.6950 (0.7593)  loss_vfl_aux_1: 0.6791 (0.7161)  loss_vfl_aux_2: 0.6592 (0.6862)  loss_vfl_aux_3: 0.6571 (0.6720)  loss_vfl_aux_4: 0.6418 (0.6636)  loss_vfl_aux_5: 0.7117 (0.7433)  loss_vfl_dn_0: 0.4477 (0.4466)  loss_vfl_dn_1: 0.3877 (0.3811)  loss_vfl_dn_2: 0.3748 (0.3652)  loss_vfl_dn_3: 0.3652 (0.3581)  loss_vfl_dn_4: 0.3645 (0.3555)  loss_vfl_dn_5: 0.3639 (0.3548)  time: 0.4854  data: 0.0141  max mem: 5654
Epoch: [57]  [7000/7393]  eta: 0:03:12  lr: 0.000010  loss: 15.5902 (15.4290)  loss_bbox: 0.1513 (0.1483)  loss_bbox_aux_0: 0.1648 (0.1607)  loss_bbox_aux_1: 0.1546 (0.1529)  loss_bbox_aux_2: 0.1515 (0.1507)  loss_bbox_aux_3: 0.1529 (0.1487)  loss_bbox_aux_4: 0.1508 (0.1482)  loss_bbox_aux_5: 0.2001 (0.1964)  loss_bbox_dn_0: 0.2767 (0.2564)  loss_bbox_dn_1: 0.1875 (0.1874)  loss_bbox_dn_2: 0.1745 (0.1671)  loss_bbox_dn_3: 0.1685 (0.1613)  loss_bbox_dn_4: 0.1677 (0.1599)  loss_bbox_dn_5: 0.1677 (0.1599)  loss_giou: 0.4074 (0.4638)  loss_giou_aux_0: 0.4547 (0.4865)  loss_giou_aux_1: 0.4140 (0.4733)  loss_giou_aux_2: 0.4250 (0.4685)  loss_giou_aux_3: 0.4090 (0.4651)  loss_giou_aux_4: 0.4306 (0.4640)  loss_giou_aux_5: 0.5187 (0.5492)  loss_giou_dn_0: 0.5539 (0.5649)  loss_giou_dn_1: 0.4534 (0.4572)  loss_giou_dn_2: 0.4219 (0.4260)  loss_giou_dn_3: 0.4122 (0.4178)  loss_giou_dn_4: 0.4078 (0.4157)  loss_giou_dn_5: 0.4078 (0.4158)  loss_vfl: 0.6784 (0.6600)  loss_vfl_aux_0: 0.7752 (0.7595)  loss_vfl_aux_1: 0.7231 (0.7163)  loss_vfl_aux_2: 0.7119 (0.6865)  loss_vfl_aux_3: 0.6864 (0.6722)  loss_vfl_aux_4: 0.6830 (0.6639)  loss_vfl_aux_5: 0.7541 (0.7435)  loss_vfl_dn_0: 0.4471 (0.4466)  loss_vfl_dn_1: 0.3797 (0.3811)  loss_vfl_dn_2: 0.3617 (0.3652)  loss_vfl_dn_3: 0.3560 (0.3581)  loss_vfl_dn_4: 0.3544 (0.3555)  loss_vfl_dn_5: 0.3539 (0.3548)  time: 0.4913  data: 0.0137  max mem: 5654
Epoch: [57]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 14.9365 (15.4294)  loss_bbox: 0.1427 (0.1483)  loss_bbox_aux_0: 0.1612 (0.1608)  loss_bbox_aux_1: 0.1528 (0.1529)  loss_bbox_aux_2: 0.1534 (0.1507)  loss_bbox_aux_3: 0.1443 (0.1488)  loss_bbox_aux_4: 0.1408 (0.1482)  loss_bbox_aux_5: 0.1907 (0.1964)  loss_bbox_dn_0: 0.2436 (0.2564)  loss_bbox_dn_1: 0.1673 (0.1874)  loss_bbox_dn_2: 0.1539 (0.1671)  loss_bbox_dn_3: 0.1454 (0.1613)  loss_bbox_dn_4: 0.1436 (0.1599)  loss_bbox_dn_5: 0.1437 (0.1599)  loss_giou: 0.4289 (0.4638)  loss_giou_aux_0: 0.4535 (0.4865)  loss_giou_aux_1: 0.4444 (0.4732)  loss_giou_aux_2: 0.4318 (0.4684)  loss_giou_aux_3: 0.4308 (0.4652)  loss_giou_aux_4: 0.4314 (0.4640)  loss_giou_aux_5: 0.5259 (0.5492)  loss_giou_dn_0: 0.5444 (0.5649)  loss_giou_dn_1: 0.4457 (0.4572)  loss_giou_dn_2: 0.4143 (0.4260)  loss_giou_dn_3: 0.4096 (0.4178)  loss_giou_dn_4: 0.4081 (0.4157)  loss_giou_dn_5: 0.4092 (0.4158)  loss_vfl: 0.6430 (0.6600)  loss_vfl_aux_0: 0.7311 (0.7595)  loss_vfl_aux_1: 0.6832 (0.7164)  loss_vfl_aux_2: 0.6666 (0.6866)  loss_vfl_aux_3: 0.6552 (0.6723)  loss_vfl_aux_4: 0.6422 (0.6639)  loss_vfl_aux_5: 0.7212 (0.7434)  loss_vfl_dn_0: 0.4429 (0.4466)  loss_vfl_dn_1: 0.3822 (0.3811)  loss_vfl_dn_2: 0.3621 (0.3652)  loss_vfl_dn_3: 0.3539 (0.3581)  loss_vfl_dn_4: 0.3499 (0.3555)  loss_vfl_dn_5: 0.3486 (0.3548)  time: 0.4942  data: 0.0139  max mem: 5654
Epoch: [57]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 14.8576 (15.4282)  loss_bbox: 0.1460 (0.1482)  loss_bbox_aux_0: 0.1587 (0.1607)  loss_bbox_aux_1: 0.1547 (0.1528)  loss_bbox_aux_2: 0.1513 (0.1506)  loss_bbox_aux_3: 0.1464 (0.1487)  loss_bbox_aux_4: 0.1457 (0.1482)  loss_bbox_aux_5: 0.1942 (0.1963)  loss_bbox_dn_0: 0.2447 (0.2563)  loss_bbox_dn_1: 0.1761 (0.1873)  loss_bbox_dn_2: 0.1610 (0.1670)  loss_bbox_dn_3: 0.1525 (0.1612)  loss_bbox_dn_4: 0.1512 (0.1598)  loss_bbox_dn_5: 0.1512 (0.1598)  loss_giou: 0.4010 (0.4638)  loss_giou_aux_0: 0.4372 (0.4865)  loss_giou_aux_1: 0.4259 (0.4732)  loss_giou_aux_2: 0.4054 (0.4684)  loss_giou_aux_3: 0.4167 (0.4651)  loss_giou_aux_4: 0.3987 (0.4640)  loss_giou_aux_5: 0.4917 (0.5492)  loss_giou_dn_0: 0.5396 (0.5649)  loss_giou_dn_1: 0.4334 (0.4572)  loss_giou_dn_2: 0.4030 (0.4260)  loss_giou_dn_3: 0.3988 (0.4177)  loss_giou_dn_4: 0.3985 (0.4156)  loss_giou_dn_5: 0.3988 (0.4158)  loss_vfl: 0.6656 (0.6601)  loss_vfl_aux_0: 0.7535 (0.7594)  loss_vfl_aux_1: 0.7121 (0.7164)  loss_vfl_aux_2: 0.6861 (0.6866)  loss_vfl_aux_3: 0.6797 (0.6723)  loss_vfl_aux_4: 0.6603 (0.6640)  loss_vfl_aux_5: 0.7537 (0.7435)  loss_vfl_dn_0: 0.4448 (0.4466)  loss_vfl_dn_1: 0.3760 (0.3811)  loss_vfl_dn_2: 0.3621 (0.3652)  loss_vfl_dn_3: 0.3535 (0.3581)  loss_vfl_dn_4: 0.3500 (0.3555)  loss_vfl_dn_5: 0.3511 (0.3548)  time: 0.4846  data: 0.0141  max mem: 5654
Epoch: [57]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.2964 (15.4256)  loss_bbox: 0.1417 (0.1482)  loss_bbox_aux_0: 0.1539 (0.1608)  loss_bbox_aux_1: 0.1454 (0.1529)  loss_bbox_aux_2: 0.1415 (0.1507)  loss_bbox_aux_3: 0.1436 (0.1487)  loss_bbox_aux_4: 0.1406 (0.1482)  loss_bbox_aux_5: 0.1895 (0.1963)  loss_bbox_dn_0: 0.2500 (0.2563)  loss_bbox_dn_1: 0.1740 (0.1873)  loss_bbox_dn_2: 0.1614 (0.1670)  loss_bbox_dn_3: 0.1601 (0.1612)  loss_bbox_dn_4: 0.1540 (0.1598)  loss_bbox_dn_5: 0.1540 (0.1598)  loss_giou: 0.3966 (0.4637)  loss_giou_aux_0: 0.4240 (0.4864)  loss_giou_aux_1: 0.4246 (0.4731)  loss_giou_aux_2: 0.4143 (0.4683)  loss_giou_aux_3: 0.4031 (0.4650)  loss_giou_aux_4: 0.4097 (0.4639)  loss_giou_aux_5: 0.4997 (0.5491)  loss_giou_dn_0: 0.5295 (0.5648)  loss_giou_dn_1: 0.4326 (0.4571)  loss_giou_dn_2: 0.4047 (0.4259)  loss_giou_dn_3: 0.4023 (0.4176)  loss_giou_dn_4: 0.4014 (0.4155)  loss_giou_dn_5: 0.4015 (0.4157)  loss_vfl: 0.6587 (0.6599)  loss_vfl_aux_0: 0.7609 (0.7592)  loss_vfl_aux_1: 0.7005 (0.7161)  loss_vfl_aux_2: 0.6865 (0.6863)  loss_vfl_aux_3: 0.6754 (0.6722)  loss_vfl_aux_4: 0.6655 (0.6638)  loss_vfl_aux_5: 0.7443 (0.7434)  loss_vfl_dn_0: 0.4557 (0.4466)  loss_vfl_dn_1: 0.3879 (0.3811)  loss_vfl_dn_2: 0.3741 (0.3652)  loss_vfl_dn_3: 0.3662 (0.3581)  loss_vfl_dn_4: 0.3623 (0.3555)  loss_vfl_dn_5: 0.3597 (0.3548)  time: 0.4824  data: 0.0141  max mem: 5654
Epoch: [57]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.3617 (15.4280)  loss_bbox: 0.1454 (0.1483)  loss_bbox_aux_0: 0.1597 (0.1609)  loss_bbox_aux_1: 0.1494 (0.1530)  loss_bbox_aux_2: 0.1456 (0.1507)  loss_bbox_aux_3: 0.1507 (0.1488)  loss_bbox_aux_4: 0.1444 (0.1482)  loss_bbox_aux_5: 0.1919 (0.1964)  loss_bbox_dn_0: 0.2513 (0.2563)  loss_bbox_dn_1: 0.1799 (0.1873)  loss_bbox_dn_2: 0.1614 (0.1670)  loss_bbox_dn_3: 0.1569 (0.1612)  loss_bbox_dn_4: 0.1552 (0.1598)  loss_bbox_dn_5: 0.1552 (0.1598)  loss_giou: 0.4360 (0.4638)  loss_giou_aux_0: 0.4517 (0.4866)  loss_giou_aux_1: 0.4402 (0.4733)  loss_giou_aux_2: 0.4349 (0.4684)  loss_giou_aux_3: 0.4294 (0.4651)  loss_giou_aux_4: 0.4350 (0.4640)  loss_giou_aux_5: 0.5283 (0.5492)  loss_giou_dn_0: 0.5503 (0.5649)  loss_giou_dn_1: 0.4443 (0.4571)  loss_giou_dn_2: 0.4112 (0.4260)  loss_giou_dn_3: 0.4057 (0.4177)  loss_giou_dn_4: 0.4011 (0.4156)  loss_giou_dn_5: 0.4010 (0.4158)  loss_vfl: 0.6473 (0.6600)  loss_vfl_aux_0: 0.7656 (0.7592)  loss_vfl_aux_1: 0.7197 (0.7161)  loss_vfl_aux_2: 0.6825 (0.6864)  loss_vfl_aux_3: 0.6604 (0.6723)  loss_vfl_aux_4: 0.6480 (0.6639)  loss_vfl_aux_5: 0.7455 (0.7434)  loss_vfl_dn_0: 0.4427 (0.4466)  loss_vfl_dn_1: 0.3820 (0.3811)  loss_vfl_dn_2: 0.3641 (0.3653)  loss_vfl_dn_3: 0.3615 (0.3581)  loss_vfl_dn_4: 0.3596 (0.3555)  loss_vfl_dn_5: 0.3586 (0.3548)  time: 0.4924  data: 0.0140  max mem: 5654
Epoch: [57] Total time: 1:00:24 (0.4902 s / it)
Averaged stats: lr: 0.000010  loss: 15.3617 (15.4280)  loss_bbox: 0.1454 (0.1483)  loss_bbox_aux_0: 0.1597 (0.1609)  loss_bbox_aux_1: 0.1494 (0.1530)  loss_bbox_aux_2: 0.1456 (0.1507)  loss_bbox_aux_3: 0.1507 (0.1488)  loss_bbox_aux_4: 0.1444 (0.1482)  loss_bbox_aux_5: 0.1919 (0.1964)  loss_bbox_dn_0: 0.2513 (0.2563)  loss_bbox_dn_1: 0.1799 (0.1873)  loss_bbox_dn_2: 0.1614 (0.1670)  loss_bbox_dn_3: 0.1569 (0.1612)  loss_bbox_dn_4: 0.1552 (0.1598)  loss_bbox_dn_5: 0.1552 (0.1598)  loss_giou: 0.4360 (0.4638)  loss_giou_aux_0: 0.4517 (0.4866)  loss_giou_aux_1: 0.4402 (0.4733)  loss_giou_aux_2: 0.4349 (0.4684)  loss_giou_aux_3: 0.4294 (0.4651)  loss_giou_aux_4: 0.4350 (0.4640)  loss_giou_aux_5: 0.5283 (0.5492)  loss_giou_dn_0: 0.5503 (0.5649)  loss_giou_dn_1: 0.4443 (0.4571)  loss_giou_dn_2: 0.4112 (0.4260)  loss_giou_dn_3: 0.4057 (0.4177)  loss_giou_dn_4: 0.4011 (0.4156)  loss_giou_dn_5: 0.4010 (0.4158)  loss_vfl: 0.6473 (0.6600)  loss_vfl_aux_0: 0.7656 (0.7592)  loss_vfl_aux_1: 0.7197 (0.7161)  loss_vfl_aux_2: 0.6825 (0.6864)  loss_vfl_aux_3: 0.6604 (0.6723)  loss_vfl_aux_4: 0.6480 (0.6639)  loss_vfl_aux_5: 0.7455 (0.7434)  loss_vfl_dn_0: 0.4427 (0.4466)  loss_vfl_dn_1: 0.3820 (0.3811)  loss_vfl_dn_2: 0.3641 (0.3653)  loss_vfl_dn_3: 0.3615 (0.3581)  loss_vfl_dn_4: 0.3596 (0.3555)  loss_vfl_dn_5: 0.3586 (0.3548)
Test:  [  0/157]  eta: 0:04:24    time: 1.6857  data: 1.2642  max mem: 5654
Test:  [ 10/157]  eta: 0:01:16    time: 0.5179  data: 0.1380  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3944  data: 0.0257  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3896  data: 0.0264  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3906  data: 0.0264  max mem: 5654
Test:  [ 50/157]  eta: 0:00:44    time: 0.3969  data: 0.0262  max mem: 5654
Test:  [ 60/157]  eta: 0:00:40    time: 0.4025  data: 0.0263  max mem: 5654
Test:  [ 70/157]  eta: 0:00:36    time: 0.4013  data: 0.0265  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.7699  data: 0.0270  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.7664  data: 0.0269  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3931  data: 0.0260  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3963  data: 0.0258  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3957  data: 0.0265  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3939  data: 0.0267  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3894  data: 0.0263  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3761  data: 0.0261  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3663  data: 0.0255  max mem: 5654
Test: Total time: 0:01:10 (0.4503 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.92s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.532
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.713
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.576
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.353
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.709
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.392
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.656
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.723
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.547
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.771
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.884
best_stat:  {'epoch': 57, 'coco_eval_bbox': 0.5317733536715519}
Epoch: [58]  [   0/7393]  eta: 1 day, 0:01:43  lr: 0.000010  loss: 15.8523 (15.8523)  loss_bbox: 0.1530 (0.1530)  loss_bbox_aux_0: 0.1580 (0.1580)  loss_bbox_aux_1: 0.1550 (0.1550)  loss_bbox_aux_2: 0.1518 (0.1518)  loss_bbox_aux_3: 0.1497 (0.1497)  loss_bbox_aux_4: 0.1495 (0.1495)  loss_bbox_aux_5: 0.2034 (0.2034)  loss_bbox_dn_0: 0.2813 (0.2813)  loss_bbox_dn_1: 0.2117 (0.2117)  loss_bbox_dn_2: 0.1852 (0.1852)  loss_bbox_dn_3: 0.1793 (0.1793)  loss_bbox_dn_4: 0.1776 (0.1776)  loss_bbox_dn_5: 0.1776 (0.1776)  loss_giou: 0.4578 (0.4578)  loss_giou_aux_0: 0.4574 (0.4574)  loss_giou_aux_1: 0.4644 (0.4644)  loss_giou_aux_2: 0.4520 (0.4520)  loss_giou_aux_3: 0.4528 (0.4528)  loss_giou_aux_4: 0.4593 (0.4593)  loss_giou_aux_5: 0.5246 (0.5246)  loss_giou_dn_0: 0.5784 (0.5784)  loss_giou_dn_1: 0.4778 (0.4778)  loss_giou_dn_2: 0.4478 (0.4478)  loss_giou_dn_3: 0.4373 (0.4373)  loss_giou_dn_4: 0.4341 (0.4341)  loss_giou_dn_5: 0.4342 (0.4342)  loss_vfl: 0.6711 (0.6711)  loss_vfl_aux_0: 0.8475 (0.8475)  loss_vfl_aux_1: 0.7156 (0.7156)  loss_vfl_aux_2: 0.7278 (0.7278)  loss_vfl_aux_3: 0.6848 (0.6848)  loss_vfl_aux_4: 0.6759 (0.6759)  loss_vfl_aux_5: 0.8064 (0.8064)  loss_vfl_dn_0: 0.4533 (0.4533)  loss_vfl_dn_1: 0.3912 (0.3912)  loss_vfl_dn_2: 0.3726 (0.3726)  loss_vfl_dn_3: 0.3659 (0.3659)  loss_vfl_dn_4: 0.3648 (0.3648)  loss_vfl_dn_5: 0.3642 (0.3642)  time: 11.7007  data: 3.6124  max mem: 5654
Epoch: [58]  [ 100/7393]  eta: 1:14:15  lr: 0.000010  loss: 14.6888 (15.1948)  loss_bbox: 0.1295 (0.1431)  loss_bbox_aux_0: 0.1323 (0.1559)  loss_bbox_aux_1: 0.1270 (0.1480)  loss_bbox_aux_2: 0.1311 (0.1442)  loss_bbox_aux_3: 0.1271 (0.1420)  loss_bbox_aux_4: 0.1290 (0.1427)  loss_bbox_aux_5: 0.1752 (0.1920)  loss_bbox_dn_0: 0.2213 (0.2508)  loss_bbox_dn_1: 0.1555 (0.1826)  loss_bbox_dn_2: 0.1386 (0.1627)  loss_bbox_dn_3: 0.1346 (0.1567)  loss_bbox_dn_4: 0.1340 (0.1550)  loss_bbox_dn_5: 0.1340 (0.1550)  loss_giou: 0.4342 (0.4601)  loss_giou_aux_0: 0.4454 (0.4838)  loss_giou_aux_1: 0.4561 (0.4714)  loss_giou_aux_2: 0.4359 (0.4633)  loss_giou_aux_3: 0.4367 (0.4592)  loss_giou_aux_4: 0.4311 (0.4599)  loss_giou_aux_5: 0.5173 (0.5487)  loss_giou_dn_0: 0.5419 (0.5604)  loss_giou_dn_1: 0.4252 (0.4534)  loss_giou_dn_2: 0.3992 (0.4219)  loss_giou_dn_3: 0.3892 (0.4135)  loss_giou_dn_4: 0.3894 (0.4113)  loss_giou_dn_5: 0.3896 (0.4115)  loss_vfl: 0.6310 (0.6445)  loss_vfl_aux_0: 0.7363 (0.7426)  loss_vfl_aux_1: 0.6844 (0.6979)  loss_vfl_aux_2: 0.6715 (0.6758)  loss_vfl_aux_3: 0.6551 (0.6622)  loss_vfl_aux_4: 0.6332 (0.6483)  loss_vfl_aux_5: 0.7035 (0.7268)  loss_vfl_dn_0: 0.4432 (0.4448)  loss_vfl_dn_1: 0.3672 (0.3791)  loss_vfl_dn_2: 0.3553 (0.3632)  loss_vfl_dn_3: 0.3494 (0.3554)  loss_vfl_dn_4: 0.3444 (0.3529)  loss_vfl_dn_5: 0.3431 (0.3522)  time: 0.4912  data: 0.0152  max mem: 5654
Epoch: [58]  [ 200/7393]  eta: 1:10:19  lr: 0.000010  loss: 15.6828 (15.2735)  loss_bbox: 0.1481 (0.1470)  loss_bbox_aux_0: 0.1567 (0.1591)  loss_bbox_aux_1: 0.1519 (0.1519)  loss_bbox_aux_2: 0.1530 (0.1488)  loss_bbox_aux_3: 0.1495 (0.1465)  loss_bbox_aux_4: 0.1442 (0.1465)  loss_bbox_aux_5: 0.2025 (0.1938)  loss_bbox_dn_0: 0.2591 (0.2535)  loss_bbox_dn_1: 0.1918 (0.1856)  loss_bbox_dn_2: 0.1734 (0.1658)  loss_bbox_dn_3: 0.1683 (0.1598)  loss_bbox_dn_4: 0.1671 (0.1581)  loss_bbox_dn_5: 0.1671 (0.1581)  loss_giou: 0.4487 (0.4598)  loss_giou_aux_0: 0.4817 (0.4842)  loss_giou_aux_1: 0.4666 (0.4709)  loss_giou_aux_2: 0.4635 (0.4639)  loss_giou_aux_3: 0.4542 (0.4597)  loss_giou_aux_4: 0.4549 (0.4594)  loss_giou_aux_5: 0.5451 (0.5472)  loss_giou_dn_0: 0.5771 (0.5621)  loss_giou_dn_1: 0.4711 (0.4547)  loss_giou_dn_2: 0.4336 (0.4234)  loss_giou_dn_3: 0.4250 (0.4150)  loss_giou_dn_4: 0.4225 (0.4127)  loss_giou_dn_5: 0.4223 (0.4129)  loss_vfl: 0.6456 (0.6478)  loss_vfl_aux_0: 0.7119 (0.7420)  loss_vfl_aux_1: 0.6776 (0.6996)  loss_vfl_aux_2: 0.6602 (0.6760)  loss_vfl_aux_3: 0.6570 (0.6650)  loss_vfl_aux_4: 0.6596 (0.6533)  loss_vfl_aux_5: 0.7049 (0.7291)  loss_vfl_dn_0: 0.4427 (0.4458)  loss_vfl_dn_1: 0.3807 (0.3811)  loss_vfl_dn_2: 0.3655 (0.3652)  loss_vfl_dn_3: 0.3615 (0.3578)  loss_vfl_dn_4: 0.3594 (0.3555)  loss_vfl_dn_5: 0.3595 (0.3546)  time: 0.8193  data: 0.0151  max mem: 5654
Epoch: [58]  [ 300/7393]  eta: 1:05:11  lr: 0.000010  loss: 15.5230 (15.2673)  loss_bbox: 0.1432 (0.1464)  loss_bbox_aux_0: 0.1501 (0.1586)  loss_bbox_aux_1: 0.1446 (0.1511)  loss_bbox_aux_2: 0.1459 (0.1484)  loss_bbox_aux_3: 0.1420 (0.1464)  loss_bbox_aux_4: 0.1431 (0.1459)  loss_bbox_aux_5: 0.1807 (0.1930)  loss_bbox_dn_0: 0.2153 (0.2540)  loss_bbox_dn_1: 0.1619 (0.1857)  loss_bbox_dn_2: 0.1449 (0.1655)  loss_bbox_dn_3: 0.1430 (0.1594)  loss_bbox_dn_4: 0.1425 (0.1577)  loss_bbox_dn_5: 0.1425 (0.1577)  loss_giou: 0.4387 (0.4579)  loss_giou_aux_0: 0.4654 (0.4814)  loss_giou_aux_1: 0.4533 (0.4678)  loss_giou_aux_2: 0.4426 (0.4619)  loss_giou_aux_3: 0.4386 (0.4579)  loss_giou_aux_4: 0.4383 (0.4575)  loss_giou_aux_5: 0.5408 (0.5431)  loss_giou_dn_0: 0.5443 (0.5607)  loss_giou_dn_1: 0.4331 (0.4533)  loss_giou_dn_2: 0.4143 (0.4221)  loss_giou_dn_3: 0.4028 (0.4137)  loss_giou_dn_4: 0.3988 (0.4114)  loss_giou_dn_5: 0.3991 (0.4116)  loss_vfl: 0.6592 (0.6493)  loss_vfl_aux_0: 0.7484 (0.7484)  loss_vfl_aux_1: 0.7079 (0.7046)  loss_vfl_aux_2: 0.6794 (0.6778)  loss_vfl_aux_3: 0.6832 (0.6662)  loss_vfl_aux_4: 0.6662 (0.6553)  loss_vfl_aux_5: 0.7507 (0.7373)  loss_vfl_dn_0: 0.4471 (0.4462)  loss_vfl_dn_1: 0.3790 (0.3807)  loss_vfl_dn_2: 0.3686 (0.3648)  loss_vfl_dn_3: 0.3630 (0.3574)  loss_vfl_dn_4: 0.3616 (0.3551)  loss_vfl_dn_5: 0.3620 (0.3543)  time: 0.4812  data: 0.0151  max mem: 5654
Epoch: [58]  [ 400/7393]  eta: 1:02:16  lr: 0.000010  loss: 15.2576 (15.2588)  loss_bbox: 0.1411 (0.1480)  loss_bbox_aux_0: 0.1556 (0.1604)  loss_bbox_aux_1: 0.1483 (0.1529)  loss_bbox_aux_2: 0.1480 (0.1500)  loss_bbox_aux_3: 0.1513 (0.1483)  loss_bbox_aux_4: 0.1413 (0.1476)  loss_bbox_aux_5: 0.2002 (0.1949)  loss_bbox_dn_0: 0.2392 (0.2535)  loss_bbox_dn_1: 0.1659 (0.1853)  loss_bbox_dn_2: 0.1493 (0.1653)  loss_bbox_dn_3: 0.1410 (0.1593)  loss_bbox_dn_4: 0.1365 (0.1576)  loss_bbox_dn_5: 0.1365 (0.1576)  loss_giou: 0.4541 (0.4576)  loss_giou_aux_0: 0.4802 (0.4808)  loss_giou_aux_1: 0.4588 (0.4676)  loss_giou_aux_2: 0.4526 (0.4619)  loss_giou_aux_3: 0.4535 (0.4579)  loss_giou_aux_4: 0.4539 (0.4574)  loss_giou_aux_5: 0.5278 (0.5428)  loss_giou_dn_0: 0.5307 (0.5597)  loss_giou_dn_1: 0.4294 (0.4525)  loss_giou_dn_2: 0.3963 (0.4213)  loss_giou_dn_3: 0.3854 (0.4129)  loss_giou_dn_4: 0.3835 (0.4107)  loss_giou_dn_5: 0.3834 (0.4109)  loss_vfl: 0.6250 (0.6482)  loss_vfl_aux_0: 0.7364 (0.7472)  loss_vfl_aux_1: 0.6910 (0.7024)  loss_vfl_aux_2: 0.6642 (0.6767)  loss_vfl_aux_3: 0.6313 (0.6641)  loss_vfl_aux_4: 0.6287 (0.6539)  loss_vfl_aux_5: 0.7036 (0.7366)  loss_vfl_dn_0: 0.4428 (0.4456)  loss_vfl_dn_1: 0.3745 (0.3801)  loss_vfl_dn_2: 0.3612 (0.3642)  loss_vfl_dn_3: 0.3531 (0.3569)  loss_vfl_dn_4: 0.3491 (0.3545)  loss_vfl_dn_5: 0.3493 (0.3537)  time: 0.4771  data: 0.0148  max mem: 5654
Epoch: [58]  [ 500/7393]  eta: 1:00:22  lr: 0.000010  loss: 15.4696 (15.2822)  loss_bbox: 0.1360 (0.1481)  loss_bbox_aux_0: 0.1591 (0.1606)  loss_bbox_aux_1: 0.1480 (0.1531)  loss_bbox_aux_2: 0.1428 (0.1504)  loss_bbox_aux_3: 0.1358 (0.1483)  loss_bbox_aux_4: 0.1393 (0.1479)  loss_bbox_aux_5: 0.1905 (0.1951)  loss_bbox_dn_0: 0.2282 (0.2531)  loss_bbox_dn_1: 0.1755 (0.1852)  loss_bbox_dn_2: 0.1620 (0.1651)  loss_bbox_dn_3: 0.1569 (0.1591)  loss_bbox_dn_4: 0.1568 (0.1575)  loss_bbox_dn_5: 0.1566 (0.1575)  loss_giou: 0.4795 (0.4577)  loss_giou_aux_0: 0.5082 (0.4811)  loss_giou_aux_1: 0.4821 (0.4677)  loss_giou_aux_2: 0.4870 (0.4620)  loss_giou_aux_3: 0.4775 (0.4582)  loss_giou_aux_4: 0.4792 (0.4575)  loss_giou_aux_5: 0.5671 (0.5430)  loss_giou_dn_0: 0.5952 (0.5605)  loss_giou_dn_1: 0.4829 (0.4534)  loss_giou_dn_2: 0.4448 (0.4224)  loss_giou_dn_3: 0.4329 (0.4140)  loss_giou_dn_4: 0.4337 (0.4118)  loss_giou_dn_5: 0.4337 (0.4120)  loss_vfl: 0.6333 (0.6503)  loss_vfl_aux_0: 0.7171 (0.7491)  loss_vfl_aux_1: 0.6840 (0.7050)  loss_vfl_aux_2: 0.6685 (0.6788)  loss_vfl_aux_3: 0.6494 (0.6655)  loss_vfl_aux_4: 0.6327 (0.6553)  loss_vfl_aux_5: 0.7187 (0.7371)  loss_vfl_dn_0: 0.4478 (0.4461)  loss_vfl_dn_1: 0.3846 (0.3807)  loss_vfl_dn_2: 0.3705 (0.3648)  loss_vfl_dn_3: 0.3651 (0.3576)  loss_vfl_dn_4: 0.3624 (0.3551)  loss_vfl_dn_5: 0.3622 (0.3543)  time: 0.4882  data: 0.0136  max mem: 5654
Epoch: [58]  [ 600/7393]  eta: 0:58:38  lr: 0.000010  loss: 15.2649 (15.3067)  loss_bbox: 0.1368 (0.1483)  loss_bbox_aux_0: 0.1570 (0.1605)  loss_bbox_aux_1: 0.1499 (0.1531)  loss_bbox_aux_2: 0.1401 (0.1504)  loss_bbox_aux_3: 0.1355 (0.1485)  loss_bbox_aux_4: 0.1367 (0.1480)  loss_bbox_aux_5: 0.1916 (0.1957)  loss_bbox_dn_0: 0.2366 (0.2531)  loss_bbox_dn_1: 0.1698 (0.1849)  loss_bbox_dn_2: 0.1538 (0.1648)  loss_bbox_dn_3: 0.1494 (0.1587)  loss_bbox_dn_4: 0.1501 (0.1573)  loss_bbox_dn_5: 0.1501 (0.1573)  loss_giou: 0.4844 (0.4597)  loss_giou_aux_0: 0.4985 (0.4830)  loss_giou_aux_1: 0.4873 (0.4697)  loss_giou_aux_2: 0.4852 (0.4636)  loss_giou_aux_3: 0.4852 (0.4603)  loss_giou_aux_4: 0.4847 (0.4595)  loss_giou_aux_5: 0.5574 (0.5449)  loss_giou_dn_0: 0.5740 (0.5614)  loss_giou_dn_1: 0.4616 (0.4544)  loss_giou_dn_2: 0.4331 (0.4233)  loss_giou_dn_3: 0.4253 (0.4150)  loss_giou_dn_4: 0.4235 (0.4128)  loss_giou_dn_5: 0.4233 (0.4130)  loss_vfl: 0.6534 (0.6509)  loss_vfl_aux_0: 0.7505 (0.7503)  loss_vfl_aux_1: 0.7004 (0.7062)  loss_vfl_aux_2: 0.6776 (0.6793)  loss_vfl_aux_3: 0.6704 (0.6658)  loss_vfl_aux_4: 0.6762 (0.6560)  loss_vfl_aux_5: 0.7304 (0.7375)  loss_vfl_dn_0: 0.4478 (0.4462)  loss_vfl_dn_1: 0.3846 (0.3808)  loss_vfl_dn_2: 0.3692 (0.3650)  loss_vfl_dn_3: 0.3633 (0.3577)  loss_vfl_dn_4: 0.3607 (0.3553)  loss_vfl_dn_5: 0.3592 (0.3545)  time: 0.4967  data: 0.0153  max mem: 5654
Epoch: [58]  [ 700/7393]  eta: 0:57:13  lr: 0.000010  loss: 15.1954 (15.3044)  loss_bbox: 0.1333 (0.1479)  loss_bbox_aux_0: 0.1462 (0.1602)  loss_bbox_aux_1: 0.1437 (0.1528)  loss_bbox_aux_2: 0.1363 (0.1499)  loss_bbox_aux_3: 0.1295 (0.1480)  loss_bbox_aux_4: 0.1292 (0.1476)  loss_bbox_aux_5: 0.1734 (0.1955)  loss_bbox_dn_0: 0.2308 (0.2532)  loss_bbox_dn_1: 0.1734 (0.1847)  loss_bbox_dn_2: 0.1490 (0.1646)  loss_bbox_dn_3: 0.1448 (0.1587)  loss_bbox_dn_4: 0.1438 (0.1573)  loss_bbox_dn_5: 0.1441 (0.1573)  loss_giou: 0.4714 (0.4600)  loss_giou_aux_0: 0.5140 (0.4832)  loss_giou_aux_1: 0.4906 (0.4699)  loss_giou_aux_2: 0.4884 (0.4639)  loss_giou_aux_3: 0.4708 (0.4605)  loss_giou_aux_4: 0.4768 (0.4598)  loss_giou_aux_5: 0.5675 (0.5454)  loss_giou_dn_0: 0.5664 (0.5614)  loss_giou_dn_1: 0.4504 (0.4540)  loss_giou_dn_2: 0.4202 (0.4231)  loss_giou_dn_3: 0.4095 (0.4148)  loss_giou_dn_4: 0.4053 (0.4127)  loss_giou_dn_5: 0.4055 (0.4129)  loss_vfl: 0.6487 (0.6510)  loss_vfl_aux_0: 0.6980 (0.7500)  loss_vfl_aux_1: 0.6744 (0.7056)  loss_vfl_aux_2: 0.6709 (0.6802)  loss_vfl_aux_3: 0.6570 (0.6661)  loss_vfl_aux_4: 0.6440 (0.6563)  loss_vfl_aux_5: 0.6875 (0.7362)  loss_vfl_dn_0: 0.4410 (0.4462)  loss_vfl_dn_1: 0.3816 (0.3807)  loss_vfl_dn_2: 0.3633 (0.3650)  loss_vfl_dn_3: 0.3545 (0.3578)  loss_vfl_dn_4: 0.3537 (0.3554)  loss_vfl_dn_5: 0.3543 (0.3546)  time: 0.4877  data: 0.0150  max mem: 5654
Epoch: [58]  [ 800/7393]  eta: 0:55:59  lr: 0.000010  loss: 15.4509 (15.3161)  loss_bbox: 0.1441 (0.1474)  loss_bbox_aux_0: 0.1584 (0.1597)  loss_bbox_aux_1: 0.1520 (0.1524)  loss_bbox_aux_2: 0.1477 (0.1493)  loss_bbox_aux_3: 0.1439 (0.1475)  loss_bbox_aux_4: 0.1447 (0.1470)  loss_bbox_aux_5: 0.1795 (0.1950)  loss_bbox_dn_0: 0.2235 (0.2528)  loss_bbox_dn_1: 0.1697 (0.1845)  loss_bbox_dn_2: 0.1508 (0.1643)  loss_bbox_dn_3: 0.1498 (0.1584)  loss_bbox_dn_4: 0.1488 (0.1570)  loss_bbox_dn_5: 0.1488 (0.1570)  loss_giou: 0.4571 (0.4606)  loss_giou_aux_0: 0.4731 (0.4839)  loss_giou_aux_1: 0.4586 (0.4708)  loss_giou_aux_2: 0.4559 (0.4645)  loss_giou_aux_3: 0.4594 (0.4611)  loss_giou_aux_4: 0.4583 (0.4603)  loss_giou_aux_5: 0.5291 (0.5465)  loss_giou_dn_0: 0.5579 (0.5620)  loss_giou_dn_1: 0.4452 (0.4547)  loss_giou_dn_2: 0.4111 (0.4236)  loss_giou_dn_3: 0.4078 (0.4153)  loss_giou_dn_4: 0.4052 (0.4131)  loss_giou_dn_5: 0.4049 (0.4133)  loss_vfl: 0.6468 (0.6522)  loss_vfl_aux_0: 0.7337 (0.7507)  loss_vfl_aux_1: 0.6951 (0.7062)  loss_vfl_aux_2: 0.6753 (0.6810)  loss_vfl_aux_3: 0.6621 (0.6673)  loss_vfl_aux_4: 0.6496 (0.6574)  loss_vfl_aux_5: 0.7388 (0.7371)  loss_vfl_dn_0: 0.4442 (0.4464)  loss_vfl_dn_1: 0.3816 (0.3812)  loss_vfl_dn_2: 0.3659 (0.3655)  loss_vfl_dn_3: 0.3601 (0.3582)  loss_vfl_dn_4: 0.3576 (0.3558)  loss_vfl_dn_5: 0.3555 (0.3550)  time: 0.4843  data: 0.0143  max mem: 5654
Epoch: [58]  [ 900/7393]  eta: 0:54:49  lr: 0.000010  loss: 15.0134 (15.3234)  loss_bbox: 0.1475 (0.1473)  loss_bbox_aux_0: 0.1501 (0.1595)  loss_bbox_aux_1: 0.1456 (0.1522)  loss_bbox_aux_2: 0.1499 (0.1492)  loss_bbox_aux_3: 0.1398 (0.1474)  loss_bbox_aux_4: 0.1405 (0.1471)  loss_bbox_aux_5: 0.1887 (0.1950)  loss_bbox_dn_0: 0.2506 (0.2537)  loss_bbox_dn_1: 0.1850 (0.1851)  loss_bbox_dn_2: 0.1671 (0.1648)  loss_bbox_dn_3: 0.1601 (0.1588)  loss_bbox_dn_4: 0.1589 (0.1574)  loss_bbox_dn_5: 0.1584 (0.1574)  loss_giou: 0.4723 (0.4600)  loss_giou_aux_0: 0.4833 (0.4833)  loss_giou_aux_1: 0.4703 (0.4701)  loss_giou_aux_2: 0.4633 (0.4639)  loss_giou_aux_3: 0.4656 (0.4606)  loss_giou_aux_4: 0.4699 (0.4599)  loss_giou_aux_5: 0.5380 (0.5460)  loss_giou_dn_0: 0.5490 (0.5619)  loss_giou_dn_1: 0.4435 (0.4546)  loss_giou_dn_2: 0.4193 (0.4235)  loss_giou_dn_3: 0.4148 (0.4151)  loss_giou_dn_4: 0.4129 (0.4130)  loss_giou_dn_5: 0.4130 (0.4131)  loss_vfl: 0.6454 (0.6537)  loss_vfl_aux_0: 0.7558 (0.7528)  loss_vfl_aux_1: 0.7137 (0.7080)  loss_vfl_aux_2: 0.6802 (0.6824)  loss_vfl_aux_3: 0.6619 (0.6684)  loss_vfl_aux_4: 0.6406 (0.6583)  loss_vfl_aux_5: 0.7282 (0.7388)  loss_vfl_dn_0: 0.4438 (0.4463)  loss_vfl_dn_1: 0.3809 (0.3811)  loss_vfl_dn_2: 0.3595 (0.3653)  loss_vfl_dn_3: 0.3491 (0.3580)  loss_vfl_dn_4: 0.3472 (0.3556)  loss_vfl_dn_5: 0.3467 (0.3548)  time: 0.4958  data: 0.0133  max mem: 5654
Epoch: [58]  [1000/7393]  eta: 0:53:48  lr: 0.000010  loss: 15.5049 (15.3384)  loss_bbox: 0.1341 (0.1471)  loss_bbox_aux_0: 0.1505 (0.1595)  loss_bbox_aux_1: 0.1415 (0.1521)  loss_bbox_aux_2: 0.1348 (0.1491)  loss_bbox_aux_3: 0.1339 (0.1472)  loss_bbox_aux_4: 0.1334 (0.1468)  loss_bbox_aux_5: 0.1841 (0.1951)  loss_bbox_dn_0: 0.2143 (0.2538)  loss_bbox_dn_1: 0.1581 (0.1851)  loss_bbox_dn_2: 0.1346 (0.1648)  loss_bbox_dn_3: 0.1266 (0.1589)  loss_bbox_dn_4: 0.1281 (0.1574)  loss_bbox_dn_5: 0.1281 (0.1574)  loss_giou: 0.4803 (0.4601)  loss_giou_aux_0: 0.5168 (0.4834)  loss_giou_aux_1: 0.4859 (0.4700)  loss_giou_aux_2: 0.4859 (0.4639)  loss_giou_aux_3: 0.4878 (0.4607)  loss_giou_aux_4: 0.4824 (0.4599)  loss_giou_aux_5: 0.5901 (0.5462)  loss_giou_dn_0: 0.5754 (0.5619)  loss_giou_dn_1: 0.4740 (0.4544)  loss_giou_dn_2: 0.4496 (0.4234)  loss_giou_dn_3: 0.4441 (0.4151)  loss_giou_dn_4: 0.4413 (0.4129)  loss_giou_dn_5: 0.4413 (0.4131)  loss_vfl: 0.6649 (0.6556)  loss_vfl_aux_0: 0.7686 (0.7552)  loss_vfl_aux_1: 0.7236 (0.7107)  loss_vfl_aux_2: 0.6960 (0.6846)  loss_vfl_aux_3: 0.6747 (0.6698)  loss_vfl_aux_4: 0.6801 (0.6602)  loss_vfl_aux_5: 0.7357 (0.7408)  loss_vfl_dn_0: 0.4417 (0.4466)  loss_vfl_dn_1: 0.3870 (0.3813)  loss_vfl_dn_2: 0.3695 (0.3654)  loss_vfl_dn_3: 0.3626 (0.3581)  loss_vfl_dn_4: 0.3606 (0.3557)  loss_vfl_dn_5: 0.3598 (0.3549)  time: 0.4830  data: 0.0139  max mem: 5654
Epoch: [58]  [1100/7393]  eta: 0:52:46  lr: 0.000010  loss: 15.4273 (15.3615)  loss_bbox: 0.1375 (0.1475)  loss_bbox_aux_0: 0.1524 (0.1600)  loss_bbox_aux_1: 0.1482 (0.1525)  loss_bbox_aux_2: 0.1401 (0.1495)  loss_bbox_aux_3: 0.1449 (0.1477)  loss_bbox_aux_4: 0.1411 (0.1472)  loss_bbox_aux_5: 0.1815 (0.1957)  loss_bbox_dn_0: 0.2537 (0.2542)  loss_bbox_dn_1: 0.1873 (0.1854)  loss_bbox_dn_2: 0.1758 (0.1651)  loss_bbox_dn_3: 0.1732 (0.1592)  loss_bbox_dn_4: 0.1722 (0.1577)  loss_bbox_dn_5: 0.1722 (0.1577)  loss_giou: 0.4083 (0.4604)  loss_giou_aux_0: 0.4366 (0.4838)  loss_giou_aux_1: 0.4108 (0.4705)  loss_giou_aux_2: 0.4140 (0.4643)  loss_giou_aux_3: 0.4112 (0.4613)  loss_giou_aux_4: 0.4081 (0.4603)  loss_giou_aux_5: 0.5114 (0.5468)  loss_giou_dn_0: 0.5613 (0.5627)  loss_giou_dn_1: 0.4486 (0.4550)  loss_giou_dn_2: 0.4102 (0.4240)  loss_giou_dn_3: 0.4067 (0.4157)  loss_giou_dn_4: 0.4039 (0.4135)  loss_giou_dn_5: 0.4038 (0.4137)  loss_vfl: 0.6614 (0.6573)  loss_vfl_aux_0: 0.7904 (0.7572)  loss_vfl_aux_1: 0.7038 (0.7122)  loss_vfl_aux_2: 0.6981 (0.6864)  loss_vfl_aux_3: 0.6760 (0.6711)  loss_vfl_aux_4: 0.6679 (0.6619)  loss_vfl_aux_5: 0.7735 (0.7415)  loss_vfl_dn_0: 0.4494 (0.4466)  loss_vfl_dn_1: 0.3834 (0.3814)  loss_vfl_dn_2: 0.3615 (0.3655)  loss_vfl_dn_3: 0.3565 (0.3582)  loss_vfl_dn_4: 0.3563 (0.3557)  loss_vfl_dn_5: 0.3542 (0.3550)  time: 0.4874  data: 0.0138  max mem: 5654
Epoch: [58]  [1200/7393]  eta: 0:51:47  lr: 0.000010  loss: 15.1353 (15.3642)  loss_bbox: 0.1421 (0.1476)  loss_bbox_aux_0: 0.1507 (0.1600)  loss_bbox_aux_1: 0.1409 (0.1525)  loss_bbox_aux_2: 0.1408 (0.1495)  loss_bbox_aux_3: 0.1407 (0.1479)  loss_bbox_aux_4: 0.1389 (0.1473)  loss_bbox_aux_5: 0.1826 (0.1956)  loss_bbox_dn_0: 0.2393 (0.2545)  loss_bbox_dn_1: 0.1731 (0.1855)  loss_bbox_dn_2: 0.1531 (0.1652)  loss_bbox_dn_3: 0.1462 (0.1593)  loss_bbox_dn_4: 0.1449 (0.1578)  loss_bbox_dn_5: 0.1449 (0.1578)  loss_giou: 0.4384 (0.4604)  loss_giou_aux_0: 0.4635 (0.4837)  loss_giou_aux_1: 0.4420 (0.4702)  loss_giou_aux_2: 0.4400 (0.4642)  loss_giou_aux_3: 0.4362 (0.4613)  loss_giou_aux_4: 0.4387 (0.4603)  loss_giou_aux_5: 0.5155 (0.5467)  loss_giou_dn_0: 0.5534 (0.5630)  loss_giou_dn_1: 0.4509 (0.4551)  loss_giou_dn_2: 0.4183 (0.4240)  loss_giou_dn_3: 0.4096 (0.4156)  loss_giou_dn_4: 0.4069 (0.4134)  loss_giou_dn_5: 0.4072 (0.4136)  loss_vfl: 0.6289 (0.6579)  loss_vfl_aux_0: 0.7196 (0.7572)  loss_vfl_aux_1: 0.7111 (0.7129)  loss_vfl_aux_2: 0.6595 (0.6868)  loss_vfl_aux_3: 0.6402 (0.6716)  loss_vfl_aux_4: 0.6333 (0.6625)  loss_vfl_aux_5: 0.7205 (0.7417)  loss_vfl_dn_0: 0.4418 (0.4465)  loss_vfl_dn_1: 0.3712 (0.3812)  loss_vfl_dn_2: 0.3581 (0.3654)  loss_vfl_dn_3: 0.3497 (0.3581)  loss_vfl_dn_4: 0.3475 (0.3556)  loss_vfl_dn_5: 0.3478 (0.3548)  time: 0.4981  data: 0.0153  max mem: 5654
Epoch: [58]  [1300/7393]  eta: 0:50:50  lr: 0.000010  loss: 15.9465 (15.3678)  loss_bbox: 0.1504 (0.1475)  loss_bbox_aux_0: 0.1597 (0.1598)  loss_bbox_aux_1: 0.1528 (0.1522)  loss_bbox_aux_2: 0.1434 (0.1494)  loss_bbox_aux_3: 0.1481 (0.1478)  loss_bbox_aux_4: 0.1492 (0.1471)  loss_bbox_aux_5: 0.1972 (0.1953)  loss_bbox_dn_0: 0.2429 (0.2543)  loss_bbox_dn_1: 0.1798 (0.1855)  loss_bbox_dn_2: 0.1630 (0.1652)  loss_bbox_dn_3: 0.1610 (0.1593)  loss_bbox_dn_4: 0.1596 (0.1579)  loss_bbox_dn_5: 0.1598 (0.1579)  loss_giou: 0.4759 (0.4611)  loss_giou_aux_0: 0.4947 (0.4842)  loss_giou_aux_1: 0.4860 (0.4707)  loss_giou_aux_2: 0.4872 (0.4648)  loss_giou_aux_3: 0.4721 (0.4620)  loss_giou_aux_4: 0.4809 (0.4610)  loss_giou_aux_5: 0.5621 (0.5473)  loss_giou_dn_0: 0.5734 (0.5632)  loss_giou_dn_1: 0.4610 (0.4554)  loss_giou_dn_2: 0.4336 (0.4242)  loss_giou_dn_3: 0.4271 (0.4159)  loss_giou_dn_4: 0.4264 (0.4137)  loss_giou_dn_5: 0.4270 (0.4139)  loss_vfl: 0.6448 (0.6578)  loss_vfl_aux_0: 0.7538 (0.7570)  loss_vfl_aux_1: 0.7101 (0.7131)  loss_vfl_aux_2: 0.6663 (0.6868)  loss_vfl_aux_3: 0.6491 (0.6714)  loss_vfl_aux_4: 0.6574 (0.6625)  loss_vfl_aux_5: 0.7310 (0.7411)  loss_vfl_dn_0: 0.4457 (0.4464)  loss_vfl_dn_1: 0.3888 (0.3811)  loss_vfl_dn_2: 0.3739 (0.3653)  loss_vfl_dn_3: 0.3653 (0.3581)  loss_vfl_dn_4: 0.3625 (0.3555)  loss_vfl_dn_5: 0.3625 (0.3548)  time: 0.4880  data: 0.0137  max mem: 5654
Epoch: [58]  [1400/7393]  eta: 0:49:52  lr: 0.000010  loss: 15.1523 (15.3808)  loss_bbox: 0.1397 (0.1477)  loss_bbox_aux_0: 0.1523 (0.1600)  loss_bbox_aux_1: 0.1530 (0.1525)  loss_bbox_aux_2: 0.1453 (0.1496)  loss_bbox_aux_3: 0.1440 (0.1479)  loss_bbox_aux_4: 0.1410 (0.1473)  loss_bbox_aux_5: 0.1792 (0.1952)  loss_bbox_dn_0: 0.2492 (0.2545)  loss_bbox_dn_1: 0.1885 (0.1858)  loss_bbox_dn_2: 0.1618 (0.1655)  loss_bbox_dn_3: 0.1566 (0.1596)  loss_bbox_dn_4: 0.1578 (0.1581)  loss_bbox_dn_5: 0.1581 (0.1581)  loss_giou: 0.4552 (0.4619)  loss_giou_aux_0: 0.4611 (0.4849)  loss_giou_aux_1: 0.4602 (0.4715)  loss_giou_aux_2: 0.4595 (0.4658)  loss_giou_aux_3: 0.4575 (0.4629)  loss_giou_aux_4: 0.4532 (0.4618)  loss_giou_aux_5: 0.5392 (0.5479)  loss_giou_dn_0: 0.5446 (0.5640)  loss_giou_dn_1: 0.4427 (0.4562)  loss_giou_dn_2: 0.4096 (0.4250)  loss_giou_dn_3: 0.4031 (0.4166)  loss_giou_dn_4: 0.4023 (0.4144)  loss_giou_dn_5: 0.4033 (0.4147)  loss_vfl: 0.6688 (0.6578)  loss_vfl_aux_0: 0.8168 (0.7572)  loss_vfl_aux_1: 0.7621 (0.7131)  loss_vfl_aux_2: 0.7347 (0.6866)  loss_vfl_aux_3: 0.6981 (0.6711)  loss_vfl_aux_4: 0.6786 (0.6624)  loss_vfl_aux_5: 0.7590 (0.7410)  loss_vfl_dn_0: 0.4480 (0.4466)  loss_vfl_dn_1: 0.3930 (0.3814)  loss_vfl_dn_2: 0.3743 (0.3655)  loss_vfl_dn_3: 0.3641 (0.3582)  loss_vfl_dn_4: 0.3617 (0.3557)  loss_vfl_dn_5: 0.3618 (0.3549)  time: 0.4735  data: 0.0143  max mem: 5654
Epoch: [58]  [1500/7393]  eta: 0:48:54  lr: 0.000010  loss: 15.1734 (15.3890)  loss_bbox: 0.1421 (0.1483)  loss_bbox_aux_0: 0.1585 (0.1605)  loss_bbox_aux_1: 0.1461 (0.1531)  loss_bbox_aux_2: 0.1442 (0.1502)  loss_bbox_aux_3: 0.1426 (0.1486)  loss_bbox_aux_4: 0.1416 (0.1479)  loss_bbox_aux_5: 0.1943 (0.1958)  loss_bbox_dn_0: 0.2387 (0.2555)  loss_bbox_dn_1: 0.1676 (0.1865)  loss_bbox_dn_2: 0.1570 (0.1661)  loss_bbox_dn_3: 0.1525 (0.1601)  loss_bbox_dn_4: 0.1497 (0.1587)  loss_bbox_dn_5: 0.1497 (0.1587)  loss_giou: 0.4264 (0.4616)  loss_giou_aux_0: 0.4385 (0.4845)  loss_giou_aux_1: 0.4266 (0.4712)  loss_giou_aux_2: 0.4252 (0.4654)  loss_giou_aux_3: 0.4252 (0.4626)  loss_giou_aux_4: 0.4204 (0.4615)  loss_giou_aux_5: 0.5312 (0.5474)  loss_giou_dn_0: 0.5460 (0.5638)  loss_giou_dn_1: 0.4574 (0.4560)  loss_giou_dn_2: 0.4186 (0.4248)  loss_giou_dn_3: 0.4054 (0.4164)  loss_giou_dn_4: 0.4010 (0.4142)  loss_giou_dn_5: 0.4012 (0.4144)  loss_vfl: 0.6377 (0.6581)  loss_vfl_aux_0: 0.7549 (0.7580)  loss_vfl_aux_1: 0.7081 (0.7136)  loss_vfl_aux_2: 0.6579 (0.6870)  loss_vfl_aux_3: 0.6333 (0.6713)  loss_vfl_aux_4: 0.6468 (0.6627)  loss_vfl_aux_5: 0.7431 (0.7418)  loss_vfl_dn_0: 0.4442 (0.4468)  loss_vfl_dn_1: 0.3803 (0.3815)  loss_vfl_dn_2: 0.3623 (0.3656)  loss_vfl_dn_3: 0.3574 (0.3582)  loss_vfl_dn_4: 0.3562 (0.3557)  loss_vfl_dn_5: 0.3559 (0.3550)  time: 0.4802  data: 0.0137  max mem: 5654
Epoch: [58]  [1600/7393]  eta: 0:47:58  lr: 0.000010  loss: 14.8804 (15.3836)  loss_bbox: 0.1377 (0.1482)  loss_bbox_aux_0: 0.1435 (0.1604)  loss_bbox_aux_1: 0.1308 (0.1530)  loss_bbox_aux_2: 0.1364 (0.1501)  loss_bbox_aux_3: 0.1336 (0.1485)  loss_bbox_aux_4: 0.1341 (0.1479)  loss_bbox_aux_5: 0.1723 (0.1957)  loss_bbox_dn_0: 0.2270 (0.2553)  loss_bbox_dn_1: 0.1600 (0.1863)  loss_bbox_dn_2: 0.1460 (0.1660)  loss_bbox_dn_3: 0.1400 (0.1600)  loss_bbox_dn_4: 0.1401 (0.1586)  loss_bbox_dn_5: 0.1400 (0.1586)  loss_giou: 0.4482 (0.4616)  loss_giou_aux_0: 0.4621 (0.4845)  loss_giou_aux_1: 0.4450 (0.4711)  loss_giou_aux_2: 0.4374 (0.4653)  loss_giou_aux_3: 0.4537 (0.4626)  loss_giou_aux_4: 0.4513 (0.4615)  loss_giou_aux_5: 0.5198 (0.5472)  loss_giou_dn_0: 0.5365 (0.5636)  loss_giou_dn_1: 0.4472 (0.4558)  loss_giou_dn_2: 0.4205 (0.4247)  loss_giou_dn_3: 0.4038 (0.4163)  loss_giou_dn_4: 0.4020 (0.4141)  loss_giou_dn_5: 0.4024 (0.4143)  loss_vfl: 0.6316 (0.6576)  loss_vfl_aux_0: 0.7347 (0.7575)  loss_vfl_aux_1: 0.6841 (0.7132)  loss_vfl_aux_2: 0.6567 (0.6866)  loss_vfl_aux_3: 0.6458 (0.6709)  loss_vfl_aux_4: 0.6469 (0.6622)  loss_vfl_aux_5: 0.7416 (0.7418)  loss_vfl_dn_0: 0.4446 (0.4467)  loss_vfl_dn_1: 0.3820 (0.3814)  loss_vfl_dn_2: 0.3661 (0.3655)  loss_vfl_dn_3: 0.3602 (0.3582)  loss_vfl_dn_4: 0.3556 (0.3557)  loss_vfl_dn_5: 0.3550 (0.3549)  time: 0.4781  data: 0.0143  max mem: 5654
Epoch: [58]  [1700/7393]  eta: 0:47:04  lr: 0.000010  loss: 15.6631 (15.3961)  loss_bbox: 0.1524 (0.1485)  loss_bbox_aux_0: 0.1658 (0.1606)  loss_bbox_aux_1: 0.1530 (0.1532)  loss_bbox_aux_2: 0.1512 (0.1505)  loss_bbox_aux_3: 0.1517 (0.1489)  loss_bbox_aux_4: 0.1521 (0.1482)  loss_bbox_aux_5: 0.1998 (0.1958)  loss_bbox_dn_0: 0.2700 (0.2556)  loss_bbox_dn_1: 0.1955 (0.1866)  loss_bbox_dn_2: 0.1718 (0.1663)  loss_bbox_dn_3: 0.1639 (0.1603)  loss_bbox_dn_4: 0.1607 (0.1589)  loss_bbox_dn_5: 0.1607 (0.1589)  loss_giou: 0.4255 (0.4624)  loss_giou_aux_0: 0.4680 (0.4852)  loss_giou_aux_1: 0.4409 (0.4720)  loss_giou_aux_2: 0.4377 (0.4663)  loss_giou_aux_3: 0.4331 (0.4635)  loss_giou_aux_4: 0.4301 (0.4623)  loss_giou_aux_5: 0.5235 (0.5478)  loss_giou_dn_0: 0.5573 (0.5643)  loss_giou_dn_1: 0.4386 (0.4564)  loss_giou_dn_2: 0.3983 (0.4252)  loss_giou_dn_3: 0.3852 (0.4168)  loss_giou_dn_4: 0.3876 (0.4146)  loss_giou_dn_5: 0.3876 (0.4148)  loss_vfl: 0.6501 (0.6576)  loss_vfl_aux_0: 0.7876 (0.7577)  loss_vfl_aux_1: 0.7246 (0.7130)  loss_vfl_aux_2: 0.6856 (0.6864)  loss_vfl_aux_3: 0.6734 (0.6707)  loss_vfl_aux_4: 0.6504 (0.6621)  loss_vfl_aux_5: 0.7605 (0.7423)  loss_vfl_dn_0: 0.4394 (0.4468)  loss_vfl_dn_1: 0.3779 (0.3814)  loss_vfl_dn_2: 0.3554 (0.3655)  loss_vfl_dn_3: 0.3547 (0.3582)  loss_vfl_dn_4: 0.3505 (0.3557)  loss_vfl_dn_5: 0.3481 (0.3549)  time: 0.4849  data: 0.0137  max mem: 5654
Epoch: [58]  [1800/7393]  eta: 0:46:11  lr: 0.000010  loss: 15.4187 (15.4024)  loss_bbox: 0.1419 (0.1485)  loss_bbox_aux_0: 0.1585 (0.1606)  loss_bbox_aux_1: 0.1393 (0.1533)  loss_bbox_aux_2: 0.1401 (0.1506)  loss_bbox_aux_3: 0.1380 (0.1489)  loss_bbox_aux_4: 0.1419 (0.1482)  loss_bbox_aux_5: 0.1849 (0.1958)  loss_bbox_dn_0: 0.2586 (0.2560)  loss_bbox_dn_1: 0.1846 (0.1869)  loss_bbox_dn_2: 0.1595 (0.1666)  loss_bbox_dn_3: 0.1515 (0.1606)  loss_bbox_dn_4: 0.1512 (0.1592)  loss_bbox_dn_5: 0.1512 (0.1592)  loss_giou: 0.4432 (0.4629)  loss_giou_aux_0: 0.4636 (0.4857)  loss_giou_aux_1: 0.4614 (0.4725)  loss_giou_aux_2: 0.4565 (0.4669)  loss_giou_aux_3: 0.4446 (0.4640)  loss_giou_aux_4: 0.4431 (0.4628)  loss_giou_aux_5: 0.5313 (0.5482)  loss_giou_dn_0: 0.5547 (0.5645)  loss_giou_dn_1: 0.4552 (0.4567)  loss_giou_dn_2: 0.4292 (0.4256)  loss_giou_dn_3: 0.4182 (0.4171)  loss_giou_dn_4: 0.4160 (0.4150)  loss_giou_dn_5: 0.4160 (0.4152)  loss_vfl: 0.6291 (0.6574)  loss_vfl_aux_0: 0.7462 (0.7577)  loss_vfl_aux_1: 0.6945 (0.7131)  loss_vfl_aux_2: 0.6596 (0.6859)  loss_vfl_aux_3: 0.6468 (0.6705)  loss_vfl_aux_4: 0.6291 (0.6620)  loss_vfl_aux_5: 0.7273 (0.7424)  loss_vfl_dn_0: 0.4427 (0.4466)  loss_vfl_dn_1: 0.3858 (0.3812)  loss_vfl_dn_2: 0.3667 (0.3653)  loss_vfl_dn_3: 0.3615 (0.3581)  loss_vfl_dn_4: 0.3609 (0.3556)  loss_vfl_dn_5: 0.3613 (0.3548)  time: 0.4874  data: 0.0136  max mem: 5654
Epoch: [58]  [1900/7393]  eta: 0:45:18  lr: 0.000010  loss: 15.5235 (15.4067)  loss_bbox: 0.1498 (0.1484)  loss_bbox_aux_0: 0.1613 (0.1605)  loss_bbox_aux_1: 0.1453 (0.1530)  loss_bbox_aux_2: 0.1541 (0.1505)  loss_bbox_aux_3: 0.1529 (0.1488)  loss_bbox_aux_4: 0.1532 (0.1482)  loss_bbox_aux_5: 0.1975 (0.1957)  loss_bbox_dn_0: 0.2486 (0.2556)  loss_bbox_dn_1: 0.1886 (0.1866)  loss_bbox_dn_2: 0.1691 (0.1663)  loss_bbox_dn_3: 0.1606 (0.1604)  loss_bbox_dn_4: 0.1579 (0.1590)  loss_bbox_dn_5: 0.1580 (0.1590)  loss_giou: 0.4476 (0.4637)  loss_giou_aux_0: 0.4975 (0.4865)  loss_giou_aux_1: 0.4597 (0.4732)  loss_giou_aux_2: 0.4611 (0.4679)  loss_giou_aux_3: 0.4501 (0.4649)  loss_giou_aux_4: 0.4472 (0.4637)  loss_giou_aux_5: 0.5354 (0.5492)  loss_giou_dn_0: 0.5722 (0.5648)  loss_giou_dn_1: 0.4668 (0.4571)  loss_giou_dn_2: 0.4351 (0.4260)  loss_giou_dn_3: 0.4263 (0.4176)  loss_giou_dn_4: 0.4269 (0.4154)  loss_giou_dn_5: 0.4278 (0.4157)  loss_vfl: 0.6800 (0.6572)  loss_vfl_aux_0: 0.7591 (0.7578)  loss_vfl_aux_1: 0.7345 (0.7134)  loss_vfl_aux_2: 0.6988 (0.6857)  loss_vfl_aux_3: 0.6927 (0.6702)  loss_vfl_aux_4: 0.6881 (0.6618)  loss_vfl_aux_5: 0.7520 (0.7419)  loss_vfl_dn_0: 0.4444 (0.4465)  loss_vfl_dn_1: 0.3837 (0.3811)  loss_vfl_dn_2: 0.3710 (0.3652)  loss_vfl_dn_3: 0.3662 (0.3580)  loss_vfl_dn_4: 0.3648 (0.3555)  loss_vfl_dn_5: 0.3644 (0.3548)  time: 0.4787  data: 0.0135  max mem: 5654
Epoch: [58]  [2000/7393]  eta: 0:44:25  lr: 0.000010  loss: 14.8348 (15.4084)  loss_bbox: 0.1631 (0.1484)  loss_bbox_aux_0: 0.1704 (0.1604)  loss_bbox_aux_1: 0.1563 (0.1529)  loss_bbox_aux_2: 0.1597 (0.1504)  loss_bbox_aux_3: 0.1645 (0.1488)  loss_bbox_aux_4: 0.1630 (0.1482)  loss_bbox_aux_5: 0.2019 (0.1957)  loss_bbox_dn_0: 0.2706 (0.2556)  loss_bbox_dn_1: 0.1955 (0.1867)  loss_bbox_dn_2: 0.1746 (0.1664)  loss_bbox_dn_3: 0.1678 (0.1604)  loss_bbox_dn_4: 0.1670 (0.1590)  loss_bbox_dn_5: 0.1671 (0.1590)  loss_giou: 0.4247 (0.4639)  loss_giou_aux_0: 0.4236 (0.4863)  loss_giou_aux_1: 0.4172 (0.4732)  loss_giou_aux_2: 0.4234 (0.4681)  loss_giou_aux_3: 0.4172 (0.4652)  loss_giou_aux_4: 0.4187 (0.4639)  loss_giou_aux_5: 0.4959 (0.5493)  loss_giou_dn_0: 0.5289 (0.5649)  loss_giou_dn_1: 0.4141 (0.4572)  loss_giou_dn_2: 0.3834 (0.4261)  loss_giou_dn_3: 0.3741 (0.4177)  loss_giou_dn_4: 0.3729 (0.4156)  loss_giou_dn_5: 0.3729 (0.4158)  loss_vfl: 0.6666 (0.6569)  loss_vfl_aux_0: 0.8017 (0.7585)  loss_vfl_aux_1: 0.7558 (0.7138)  loss_vfl_aux_2: 0.7111 (0.6856)  loss_vfl_aux_3: 0.6784 (0.6698)  loss_vfl_aux_4: 0.6643 (0.6614)  loss_vfl_aux_5: 0.7668 (0.7420)  loss_vfl_dn_0: 0.4474 (0.4465)  loss_vfl_dn_1: 0.3800 (0.3811)  loss_vfl_dn_2: 0.3615 (0.3652)  loss_vfl_dn_3: 0.3536 (0.3580)  loss_vfl_dn_4: 0.3531 (0.3555)  loss_vfl_dn_5: 0.3517 (0.3548)  time: 0.4992  data: 0.0143  max mem: 5654
Epoch: [58]  [2100/7393]  eta: 0:43:31  lr: 0.000010  loss: 15.5862 (15.4165)  loss_bbox: 0.1557 (0.1486)  loss_bbox_aux_0: 0.1793 (0.1606)  loss_bbox_aux_1: 0.1719 (0.1531)  loss_bbox_aux_2: 0.1704 (0.1507)  loss_bbox_aux_3: 0.1609 (0.1490)  loss_bbox_aux_4: 0.1584 (0.1485)  loss_bbox_aux_5: 0.1887 (0.1958)  loss_bbox_dn_0: 0.2465 (0.2557)  loss_bbox_dn_1: 0.1877 (0.1867)  loss_bbox_dn_2: 0.1688 (0.1664)  loss_bbox_dn_3: 0.1649 (0.1604)  loss_bbox_dn_4: 0.1648 (0.1590)  loss_bbox_dn_5: 0.1652 (0.1590)  loss_giou: 0.4940 (0.4646)  loss_giou_aux_0: 0.5216 (0.4867)  loss_giou_aux_1: 0.5064 (0.4738)  loss_giou_aux_2: 0.4971 (0.4687)  loss_giou_aux_3: 0.5017 (0.4658)  loss_giou_aux_4: 0.4972 (0.4645)  loss_giou_aux_5: 0.5635 (0.5498)  loss_giou_dn_0: 0.5787 (0.5652)  loss_giou_dn_1: 0.4781 (0.4576)  loss_giou_dn_2: 0.4522 (0.4264)  loss_giou_dn_3: 0.4460 (0.4180)  loss_giou_dn_4: 0.4469 (0.4159)  loss_giou_dn_5: 0.4471 (0.4161)  loss_vfl: 0.6565 (0.6570)  loss_vfl_aux_0: 0.7588 (0.7584)  loss_vfl_aux_1: 0.6952 (0.7137)  loss_vfl_aux_2: 0.6757 (0.6855)  loss_vfl_aux_3: 0.6648 (0.6698)  loss_vfl_aux_4: 0.6549 (0.6613)  loss_vfl_aux_5: 0.7196 (0.7421)  loss_vfl_dn_0: 0.4446 (0.4466)  loss_vfl_dn_1: 0.3841 (0.3813)  loss_vfl_dn_2: 0.3696 (0.3654)  loss_vfl_dn_3: 0.3625 (0.3582)  loss_vfl_dn_4: 0.3597 (0.3557)  loss_vfl_dn_5: 0.3584 (0.3549)  time: 0.4730  data: 0.0142  max mem: 5654
Epoch: [58]  [2200/7393]  eta: 0:42:39  lr: 0.000010  loss: 15.1956 (15.4191)  loss_bbox: 0.1455 (0.1487)  loss_bbox_aux_0: 0.1530 (0.1606)  loss_bbox_aux_1: 0.1418 (0.1531)  loss_bbox_aux_2: 0.1460 (0.1508)  loss_bbox_aux_3: 0.1459 (0.1491)  loss_bbox_aux_4: 0.1454 (0.1486)  loss_bbox_aux_5: 0.1748 (0.1958)  loss_bbox_dn_0: 0.2175 (0.2558)  loss_bbox_dn_1: 0.1587 (0.1868)  loss_bbox_dn_2: 0.1479 (0.1666)  loss_bbox_dn_3: 0.1438 (0.1606)  loss_bbox_dn_4: 0.1436 (0.1592)  loss_bbox_dn_5: 0.1436 (0.1593)  loss_giou: 0.4679 (0.4647)  loss_giou_aux_0: 0.4785 (0.4868)  loss_giou_aux_1: 0.4680 (0.4738)  loss_giou_aux_2: 0.4677 (0.4688)  loss_giou_aux_3: 0.4710 (0.4660)  loss_giou_aux_4: 0.4671 (0.4647)  loss_giou_aux_5: 0.5367 (0.5497)  loss_giou_dn_0: 0.5569 (0.5653)  loss_giou_dn_1: 0.4595 (0.4576)  loss_giou_dn_2: 0.4284 (0.4265)  loss_giou_dn_3: 0.4217 (0.4181)  loss_giou_dn_4: 0.4186 (0.4160)  loss_giou_dn_5: 0.4187 (0.4162)  loss_vfl: 0.6490 (0.6568)  loss_vfl_aux_0: 0.7521 (0.7581)  loss_vfl_aux_1: 0.7224 (0.7140)  loss_vfl_aux_2: 0.6838 (0.6855)  loss_vfl_aux_3: 0.6570 (0.6697)  loss_vfl_aux_4: 0.6540 (0.6611)  loss_vfl_aux_5: 0.7284 (0.7419)  loss_vfl_dn_0: 0.4425 (0.4466)  loss_vfl_dn_1: 0.3821 (0.3813)  loss_vfl_dn_2: 0.3657 (0.3654)  loss_vfl_dn_3: 0.3596 (0.3582)  loss_vfl_dn_4: 0.3579 (0.3557)  loss_vfl_dn_5: 0.3559 (0.3549)  time: 0.4710  data: 0.0141  max mem: 5654
Epoch: [58]  [2300/7393]  eta: 0:41:47  lr: 0.000010  loss: 14.9057 (15.4177)  loss_bbox: 0.1352 (0.1486)  loss_bbox_aux_0: 0.1521 (0.1607)  loss_bbox_aux_1: 0.1395 (0.1531)  loss_bbox_aux_2: 0.1396 (0.1508)  loss_bbox_aux_3: 0.1396 (0.1491)  loss_bbox_aux_4: 0.1381 (0.1485)  loss_bbox_aux_5: 0.1888 (0.1960)  loss_bbox_dn_0: 0.2320 (0.2560)  loss_bbox_dn_1: 0.1689 (0.1869)  loss_bbox_dn_2: 0.1450 (0.1667)  loss_bbox_dn_3: 0.1419 (0.1607)  loss_bbox_dn_4: 0.1403 (0.1593)  loss_bbox_dn_5: 0.1402 (0.1594)  loss_giou: 0.4374 (0.4643)  loss_giou_aux_0: 0.4560 (0.4866)  loss_giou_aux_1: 0.4382 (0.4735)  loss_giou_aux_2: 0.4445 (0.4685)  loss_giou_aux_3: 0.4461 (0.4656)  loss_giou_aux_4: 0.4277 (0.4643)  loss_giou_aux_5: 0.5281 (0.5496)  loss_giou_dn_0: 0.5426 (0.5652)  loss_giou_dn_1: 0.4363 (0.4575)  loss_giou_dn_2: 0.4112 (0.4263)  loss_giou_dn_3: 0.3979 (0.4179)  loss_giou_dn_4: 0.3932 (0.4158)  loss_giou_dn_5: 0.3932 (0.4160)  loss_vfl: 0.6601 (0.6571)  loss_vfl_aux_0: 0.7632 (0.7581)  loss_vfl_aux_1: 0.7206 (0.7148)  loss_vfl_aux_2: 0.6768 (0.6860)  loss_vfl_aux_3: 0.6704 (0.6700)  loss_vfl_aux_4: 0.6666 (0.6614)  loss_vfl_aux_5: 0.7290 (0.7417)  loss_vfl_dn_0: 0.4368 (0.4466)  loss_vfl_dn_1: 0.3764 (0.3812)  loss_vfl_dn_2: 0.3613 (0.3653)  loss_vfl_dn_3: 0.3500 (0.3581)  loss_vfl_dn_4: 0.3464 (0.3555)  loss_vfl_dn_5: 0.3447 (0.3548)  time: 0.4891  data: 0.0147  max mem: 5654
Epoch: [58]  [2400/7393]  eta: 0:40:56  lr: 0.000010  loss: 15.4796 (15.4171)  loss_bbox: 0.1496 (0.1486)  loss_bbox_aux_0: 0.1620 (0.1607)  loss_bbox_aux_1: 0.1544 (0.1530)  loss_bbox_aux_2: 0.1542 (0.1507)  loss_bbox_aux_3: 0.1530 (0.1489)  loss_bbox_aux_4: 0.1508 (0.1484)  loss_bbox_aux_5: 0.1940 (0.1960)  loss_bbox_dn_0: 0.2440 (0.2558)  loss_bbox_dn_1: 0.1779 (0.1868)  loss_bbox_dn_2: 0.1533 (0.1666)  loss_bbox_dn_3: 0.1489 (0.1606)  loss_bbox_dn_4: 0.1486 (0.1592)  loss_bbox_dn_5: 0.1486 (0.1592)  loss_giou: 0.4442 (0.4642)  loss_giou_aux_0: 0.4808 (0.4865)  loss_giou_aux_1: 0.4608 (0.4734)  loss_giou_aux_2: 0.4564 (0.4683)  loss_giou_aux_3: 0.4440 (0.4654)  loss_giou_aux_4: 0.4321 (0.4642)  loss_giou_aux_5: 0.5482 (0.5496)  loss_giou_dn_0: 0.5442 (0.5650)  loss_giou_dn_1: 0.4441 (0.4573)  loss_giou_dn_2: 0.4203 (0.4262)  loss_giou_dn_3: 0.4106 (0.4178)  loss_giou_dn_4: 0.4090 (0.4157)  loss_giou_dn_5: 0.4091 (0.4159)  loss_vfl: 0.6728 (0.6575)  loss_vfl_aux_0: 0.7549 (0.7585)  loss_vfl_aux_1: 0.7271 (0.7152)  loss_vfl_aux_2: 0.6861 (0.6866)  loss_vfl_aux_3: 0.6887 (0.6705)  loss_vfl_aux_4: 0.6722 (0.6619)  loss_vfl_aux_5: 0.7295 (0.7417)  loss_vfl_dn_0: 0.4436 (0.4466)  loss_vfl_dn_1: 0.3779 (0.3811)  loss_vfl_dn_2: 0.3648 (0.3652)  loss_vfl_dn_3: 0.3591 (0.3580)  loss_vfl_dn_4: 0.3561 (0.3554)  loss_vfl_dn_5: 0.3568 (0.3547)  time: 0.4882  data: 0.0140  max mem: 5654
Epoch: [58]  [2500/7393]  eta: 0:40:05  lr: 0.000010  loss: 14.9523 (15.4069)  loss_bbox: 0.1280 (0.1483)  loss_bbox_aux_0: 0.1494 (0.1605)  loss_bbox_aux_1: 0.1314 (0.1528)  loss_bbox_aux_2: 0.1294 (0.1505)  loss_bbox_aux_3: 0.1288 (0.1486)  loss_bbox_aux_4: 0.1280 (0.1481)  loss_bbox_aux_5: 0.1697 (0.1957)  loss_bbox_dn_0: 0.2349 (0.2554)  loss_bbox_dn_1: 0.1638 (0.1864)  loss_bbox_dn_2: 0.1388 (0.1662)  loss_bbox_dn_3: 0.1359 (0.1603)  loss_bbox_dn_4: 0.1339 (0.1589)  loss_bbox_dn_5: 0.1339 (0.1589)  loss_giou: 0.4068 (0.4639)  loss_giou_aux_0: 0.4452 (0.4862)  loss_giou_aux_1: 0.4185 (0.4731)  loss_giou_aux_2: 0.4126 (0.4680)  loss_giou_aux_3: 0.4090 (0.4650)  loss_giou_aux_4: 0.4047 (0.4638)  loss_giou_aux_5: 0.5203 (0.5492)  loss_giou_dn_0: 0.5319 (0.5647)  loss_giou_dn_1: 0.4267 (0.4570)  loss_giou_dn_2: 0.3987 (0.4259)  loss_giou_dn_3: 0.3862 (0.4175)  loss_giou_dn_4: 0.3819 (0.4154)  loss_giou_dn_5: 0.3827 (0.4156)  loss_vfl: 0.6620 (0.6574)  loss_vfl_aux_0: 0.7613 (0.7580)  loss_vfl_aux_1: 0.6687 (0.7148)  loss_vfl_aux_2: 0.6637 (0.6863)  loss_vfl_aux_3: 0.6715 (0.6705)  loss_vfl_aux_4: 0.6626 (0.6619)  loss_vfl_aux_5: 0.7297 (0.7415)  loss_vfl_dn_0: 0.4469 (0.4466)  loss_vfl_dn_1: 0.3773 (0.3810)  loss_vfl_dn_2: 0.3616 (0.3651)  loss_vfl_dn_3: 0.3554 (0.3578)  loss_vfl_dn_4: 0.3489 (0.3553)  loss_vfl_dn_5: 0.3459 (0.3546)  time: 0.4778  data: 0.0140  max mem: 5654
Epoch: [58]  [2600/7393]  eta: 0:39:26  lr: 0.000010  loss: 15.2667 (15.4075)  loss_bbox: 0.1523 (0.1482)  loss_bbox_aux_0: 0.1555 (0.1603)  loss_bbox_aux_1: 0.1461 (0.1527)  loss_bbox_aux_2: 0.1477 (0.1503)  loss_bbox_aux_3: 0.1501 (0.1485)  loss_bbox_aux_4: 0.1497 (0.1480)  loss_bbox_aux_5: 0.1789 (0.1957)  loss_bbox_dn_0: 0.2614 (0.2552)  loss_bbox_dn_1: 0.1895 (0.1862)  loss_bbox_dn_2: 0.1722 (0.1660)  loss_bbox_dn_3: 0.1680 (0.1601)  loss_bbox_dn_4: 0.1657 (0.1587)  loss_bbox_dn_5: 0.1657 (0.1587)  loss_giou: 0.4217 (0.4640)  loss_giou_aux_0: 0.4511 (0.4864)  loss_giou_aux_1: 0.4319 (0.4733)  loss_giou_aux_2: 0.4278 (0.4682)  loss_giou_aux_3: 0.4275 (0.4653)  loss_giou_aux_4: 0.4214 (0.4640)  loss_giou_aux_5: 0.5179 (0.5495)  loss_giou_dn_0: 0.5405 (0.5650)  loss_giou_dn_1: 0.4415 (0.4572)  loss_giou_dn_2: 0.4052 (0.4261)  loss_giou_dn_3: 0.3955 (0.4178)  loss_giou_dn_4: 0.3936 (0.4156)  loss_giou_dn_5: 0.3938 (0.4158)  loss_vfl: 0.6506 (0.6574)  loss_vfl_aux_0: 0.7495 (0.7579)  loss_vfl_aux_1: 0.7153 (0.7148)  loss_vfl_aux_2: 0.6850 (0.6863)  loss_vfl_aux_3: 0.6698 (0.6704)  loss_vfl_aux_4: 0.6540 (0.6619)  loss_vfl_aux_5: 0.7447 (0.7414)  loss_vfl_dn_0: 0.4476 (0.4465)  loss_vfl_dn_1: 0.3797 (0.3810)  loss_vfl_dn_2: 0.3663 (0.3651)  loss_vfl_dn_3: 0.3558 (0.3578)  loss_vfl_dn_4: 0.3545 (0.3553)  loss_vfl_dn_5: 0.3532 (0.3546)  time: 0.4839  data: 0.0139  max mem: 5654
Epoch: [58]  [2700/7393]  eta: 0:38:35  lr: 0.000010  loss: 14.9876 (15.4021)  loss_bbox: 0.1384 (0.1483)  loss_bbox_aux_0: 0.1430 (0.1604)  loss_bbox_aux_1: 0.1396 (0.1527)  loss_bbox_aux_2: 0.1412 (0.1504)  loss_bbox_aux_3: 0.1385 (0.1486)  loss_bbox_aux_4: 0.1326 (0.1481)  loss_bbox_aux_5: 0.1761 (0.1957)  loss_bbox_dn_0: 0.2216 (0.2550)  loss_bbox_dn_1: 0.1508 (0.1860)  loss_bbox_dn_2: 0.1380 (0.1658)  loss_bbox_dn_3: 0.1352 (0.1599)  loss_bbox_dn_4: 0.1343 (0.1585)  loss_bbox_dn_5: 0.1342 (0.1585)  loss_giou: 0.4879 (0.4641)  loss_giou_aux_0: 0.4940 (0.4864)  loss_giou_aux_1: 0.4823 (0.4734)  loss_giou_aux_2: 0.4802 (0.4683)  loss_giou_aux_3: 0.4792 (0.4653)  loss_giou_aux_4: 0.4892 (0.4640)  loss_giou_aux_5: 0.5555 (0.5494)  loss_giou_dn_0: 0.5525 (0.5647)  loss_giou_dn_1: 0.4393 (0.4569)  loss_giou_dn_2: 0.4132 (0.4259)  loss_giou_dn_3: 0.3995 (0.4175)  loss_giou_dn_4: 0.3965 (0.4154)  loss_giou_dn_5: 0.3964 (0.4156)  loss_vfl: 0.6243 (0.6569)  loss_vfl_aux_0: 0.7143 (0.7576)  loss_vfl_aux_1: 0.6768 (0.7144)  loss_vfl_aux_2: 0.6517 (0.6859)  loss_vfl_aux_3: 0.6273 (0.6699)  loss_vfl_aux_4: 0.6200 (0.6614)  loss_vfl_aux_5: 0.7261 (0.7414)  loss_vfl_dn_0: 0.4437 (0.4465)  loss_vfl_dn_1: 0.3853 (0.3810)  loss_vfl_dn_2: 0.3732 (0.3650)  loss_vfl_dn_3: 0.3663 (0.3578)  loss_vfl_dn_4: 0.3619 (0.3552)  loss_vfl_dn_5: 0.3628 (0.3545)  time: 0.4922  data: 0.0137  max mem: 5654
Epoch: [58]  [2800/7393]  eta: 0:37:44  lr: 0.000010  loss: 15.3610 (15.4089)  loss_bbox: 0.1353 (0.1482)  loss_bbox_aux_0: 0.1498 (0.1602)  loss_bbox_aux_1: 0.1407 (0.1526)  loss_bbox_aux_2: 0.1397 (0.1502)  loss_bbox_aux_3: 0.1368 (0.1485)  loss_bbox_aux_4: 0.1346 (0.1480)  loss_bbox_aux_5: 0.1777 (0.1955)  loss_bbox_dn_0: 0.2237 (0.2546)  loss_bbox_dn_1: 0.1531 (0.1857)  loss_bbox_dn_2: 0.1413 (0.1655)  loss_bbox_dn_3: 0.1347 (0.1596)  loss_bbox_dn_4: 0.1321 (0.1582)  loss_bbox_dn_5: 0.1321 (0.1582)  loss_giou: 0.4796 (0.4649)  loss_giou_aux_0: 0.5176 (0.4871)  loss_giou_aux_1: 0.4984 (0.4742)  loss_giou_aux_2: 0.4945 (0.4690)  loss_giou_aux_3: 0.4845 (0.4662)  loss_giou_aux_4: 0.4797 (0.4648)  loss_giou_aux_5: 0.5964 (0.5503)  loss_giou_dn_0: 0.5889 (0.5654)  loss_giou_dn_1: 0.4808 (0.4576)  loss_giou_dn_2: 0.4507 (0.4265)  loss_giou_dn_3: 0.4419 (0.4181)  loss_giou_dn_4: 0.4355 (0.4159)  loss_giou_dn_5: 0.4354 (0.4162)  loss_vfl: 0.6370 (0.6569)  loss_vfl_aux_0: 0.7576 (0.7576)  loss_vfl_aux_1: 0.6893 (0.7145)  loss_vfl_aux_2: 0.6697 (0.6860)  loss_vfl_aux_3: 0.6465 (0.6699)  loss_vfl_aux_4: 0.6498 (0.6614)  loss_vfl_aux_5: 0.6971 (0.7413)  loss_vfl_dn_0: 0.4441 (0.4465)  loss_vfl_dn_1: 0.3851 (0.3811)  loss_vfl_dn_2: 0.3670 (0.3651)  loss_vfl_dn_3: 0.3593 (0.3578)  loss_vfl_dn_4: 0.3574 (0.3553)  loss_vfl_dn_5: 0.3570 (0.3545)  time: 0.4783  data: 0.0136  max mem: 5654
Epoch: [58]  [2900/7393]  eta: 0:37:03  lr: 0.000010  loss: 15.0876 (15.4095)  loss_bbox: 0.1440 (0.1482)  loss_bbox_aux_0: 0.1503 (0.1602)  loss_bbox_aux_1: 0.1530 (0.1526)  loss_bbox_aux_2: 0.1427 (0.1503)  loss_bbox_aux_3: 0.1421 (0.1485)  loss_bbox_aux_4: 0.1396 (0.1480)  loss_bbox_aux_5: 0.1833 (0.1954)  loss_bbox_dn_0: 0.2549 (0.2547)  loss_bbox_dn_1: 0.1960 (0.1858)  loss_bbox_dn_2: 0.1696 (0.1656)  loss_bbox_dn_3: 0.1603 (0.1597)  loss_bbox_dn_4: 0.1571 (0.1583)  loss_bbox_dn_5: 0.1579 (0.1583)  loss_giou: 0.4420 (0.4649)  loss_giou_aux_0: 0.4799 (0.4871)  loss_giou_aux_1: 0.4598 (0.4741)  loss_giou_aux_2: 0.4563 (0.4690)  loss_giou_aux_3: 0.4406 (0.4661)  loss_giou_aux_4: 0.4416 (0.4648)  loss_giou_aux_5: 0.5310 (0.5502)  loss_giou_dn_0: 0.5628 (0.5654)  loss_giou_dn_1: 0.4502 (0.4577)  loss_giou_dn_2: 0.4186 (0.4266)  loss_giou_dn_3: 0.4044 (0.4182)  loss_giou_dn_4: 0.4046 (0.4161)  loss_giou_dn_5: 0.4072 (0.4163)  loss_vfl: 0.6721 (0.6568)  loss_vfl_aux_0: 0.7636 (0.7575)  loss_vfl_aux_1: 0.7456 (0.7144)  loss_vfl_aux_2: 0.7116 (0.6860)  loss_vfl_aux_3: 0.6829 (0.6698)  loss_vfl_aux_4: 0.6729 (0.6614)  loss_vfl_aux_5: 0.7475 (0.7412)  loss_vfl_dn_0: 0.4456 (0.4465)  loss_vfl_dn_1: 0.3753 (0.3810)  loss_vfl_dn_2: 0.3621 (0.3651)  loss_vfl_dn_3: 0.3531 (0.3578)  loss_vfl_dn_4: 0.3509 (0.3552)  loss_vfl_dn_5: 0.3497 (0.3545)  time: 0.8110  data: 0.0148  max mem: 5654
Epoch: [58]  [3000/7393]  eta: 0:36:13  lr: 0.000010  loss: 15.2745 (15.4131)  loss_bbox: 0.1426 (0.1482)  loss_bbox_aux_0: 0.1727 (0.1604)  loss_bbox_aux_1: 0.1480 (0.1528)  loss_bbox_aux_2: 0.1505 (0.1503)  loss_bbox_aux_3: 0.1428 (0.1485)  loss_bbox_aux_4: 0.1451 (0.1480)  loss_bbox_aux_5: 0.2068 (0.1957)  loss_bbox_dn_0: 0.2882 (0.2552)  loss_bbox_dn_1: 0.2013 (0.1861)  loss_bbox_dn_2: 0.1808 (0.1659)  loss_bbox_dn_3: 0.1757 (0.1600)  loss_bbox_dn_4: 0.1712 (0.1586)  loss_bbox_dn_5: 0.1712 (0.1586)  loss_giou: 0.4266 (0.4647)  loss_giou_aux_0: 0.4208 (0.4870)  loss_giou_aux_1: 0.4127 (0.4740)  loss_giou_aux_2: 0.4102 (0.4688)  loss_giou_aux_3: 0.4299 (0.4659)  loss_giou_aux_4: 0.4264 (0.4646)  loss_giou_aux_5: 0.5155 (0.5501)  loss_giou_dn_0: 0.5252 (0.5653)  loss_giou_dn_1: 0.4200 (0.4576)  loss_giou_dn_2: 0.3881 (0.4265)  loss_giou_dn_3: 0.3825 (0.4182)  loss_giou_dn_4: 0.3798 (0.4161)  loss_giou_dn_5: 0.3800 (0.4163)  loss_vfl: 0.6652 (0.6573)  loss_vfl_aux_0: 0.7562 (0.7578)  loss_vfl_aux_1: 0.7119 (0.7146)  loss_vfl_aux_2: 0.6959 (0.6864)  loss_vfl_aux_3: 0.6784 (0.6703)  loss_vfl_aux_4: 0.6719 (0.6618)  loss_vfl_aux_5: 0.7416 (0.7412)  loss_vfl_dn_0: 0.4457 (0.4466)  loss_vfl_dn_1: 0.3737 (0.3810)  loss_vfl_dn_2: 0.3623 (0.3651)  loss_vfl_dn_3: 0.3480 (0.3578)  loss_vfl_dn_4: 0.3453 (0.3552)  loss_vfl_dn_5: 0.3436 (0.3545)  time: 0.4872  data: 0.0136  max mem: 5654
Epoch: [58]  [3100/7393]  eta: 0:35:30  lr: 0.000010  loss: 15.0508 (15.4138)  loss_bbox: 0.1404 (0.1484)  loss_bbox_aux_0: 0.1551 (0.1605)  loss_bbox_aux_1: 0.1521 (0.1529)  loss_bbox_aux_2: 0.1451 (0.1504)  loss_bbox_aux_3: 0.1449 (0.1487)  loss_bbox_aux_4: 0.1410 (0.1481)  loss_bbox_aux_5: 0.1788 (0.1958)  loss_bbox_dn_0: 0.2317 (0.2553)  loss_bbox_dn_1: 0.1595 (0.1861)  loss_bbox_dn_2: 0.1356 (0.1659)  loss_bbox_dn_3: 0.1300 (0.1599)  loss_bbox_dn_4: 0.1285 (0.1585)  loss_bbox_dn_5: 0.1285 (0.1586)  loss_giou: 0.4433 (0.4647)  loss_giou_aux_0: 0.4584 (0.4870)  loss_giou_aux_1: 0.4567 (0.4740)  loss_giou_aux_2: 0.4468 (0.4688)  loss_giou_aux_3: 0.4380 (0.4660)  loss_giou_aux_4: 0.4432 (0.4647)  loss_giou_aux_5: 0.5413 (0.5501)  loss_giou_dn_0: 0.5609 (0.5654)  loss_giou_dn_1: 0.4480 (0.4576)  loss_giou_dn_2: 0.4210 (0.4265)  loss_giou_dn_3: 0.4127 (0.4181)  loss_giou_dn_4: 0.4115 (0.4160)  loss_giou_dn_5: 0.4117 (0.4162)  loss_vfl: 0.6398 (0.6573)  loss_vfl_aux_0: 0.7661 (0.7580)  loss_vfl_aux_1: 0.6953 (0.7145)  loss_vfl_aux_2: 0.6717 (0.6864)  loss_vfl_aux_3: 0.6623 (0.6703)  loss_vfl_aux_4: 0.6601 (0.6618)  loss_vfl_aux_5: 0.7324 (0.7414)  loss_vfl_dn_0: 0.4429 (0.4467)  loss_vfl_dn_1: 0.3721 (0.3810)  loss_vfl_dn_2: 0.3550 (0.3651)  loss_vfl_dn_3: 0.3478 (0.3578)  loss_vfl_dn_4: 0.3461 (0.3552)  loss_vfl_dn_5: 0.3443 (0.3545)  time: 0.4881  data: 0.0135  max mem: 5654
Epoch: [58]  [3200/7393]  eta: 0:34:38  lr: 0.000010  loss: 14.9665 (15.4123)  loss_bbox: 0.1372 (0.1485)  loss_bbox_aux_0: 0.1491 (0.1605)  loss_bbox_aux_1: 0.1407 (0.1529)  loss_bbox_aux_2: 0.1392 (0.1505)  loss_bbox_aux_3: 0.1315 (0.1487)  loss_bbox_aux_4: 0.1354 (0.1482)  loss_bbox_aux_5: 0.1814 (0.1959)  loss_bbox_dn_0: 0.2377 (0.2555)  loss_bbox_dn_1: 0.1663 (0.1863)  loss_bbox_dn_2: 0.1512 (0.1660)  loss_bbox_dn_3: 0.1468 (0.1601)  loss_bbox_dn_4: 0.1449 (0.1587)  loss_bbox_dn_5: 0.1449 (0.1587)  loss_giou: 0.4474 (0.4644)  loss_giou_aux_0: 0.4729 (0.4867)  loss_giou_aux_1: 0.4547 (0.4737)  loss_giou_aux_2: 0.4450 (0.4685)  loss_giou_aux_3: 0.4462 (0.4657)  loss_giou_aux_4: 0.4474 (0.4644)  loss_giou_aux_5: 0.5523 (0.5498)  loss_giou_dn_0: 0.5560 (0.5651)  loss_giou_dn_1: 0.4341 (0.4573)  loss_giou_dn_2: 0.4086 (0.4262)  loss_giou_dn_3: 0.4016 (0.4178)  loss_giou_dn_4: 0.3986 (0.4157)  loss_giou_dn_5: 0.3987 (0.4159)  loss_vfl: 0.6552 (0.6574)  loss_vfl_aux_0: 0.7675 (0.7582)  loss_vfl_aux_1: 0.7342 (0.7148)  loss_vfl_aux_2: 0.6842 (0.6866)  loss_vfl_aux_3: 0.6766 (0.6705)  loss_vfl_aux_4: 0.6676 (0.6619)  loss_vfl_aux_5: 0.7306 (0.7412)  loss_vfl_dn_0: 0.4418 (0.4467)  loss_vfl_dn_1: 0.3787 (0.3810)  loss_vfl_dn_2: 0.3642 (0.3650)  loss_vfl_dn_3: 0.3568 (0.3577)  loss_vfl_dn_4: 0.3568 (0.3551)  loss_vfl_dn_5: 0.3552 (0.3544)  time: 0.4769  data: 0.0148  max mem: 5654
Epoch: [58]  [3300/7393]  eta: 0:33:47  lr: 0.000010  loss: 15.3800 (15.4123)  loss_bbox: 0.1334 (0.1485)  loss_bbox_aux_0: 0.1564 (0.1606)  loss_bbox_aux_1: 0.1400 (0.1530)  loss_bbox_aux_2: 0.1398 (0.1506)  loss_bbox_aux_3: 0.1330 (0.1488)  loss_bbox_aux_4: 0.1340 (0.1483)  loss_bbox_aux_5: 0.1836 (0.1960)  loss_bbox_dn_0: 0.2590 (0.2558)  loss_bbox_dn_1: 0.1838 (0.1865)  loss_bbox_dn_2: 0.1709 (0.1662)  loss_bbox_dn_3: 0.1621 (0.1603)  loss_bbox_dn_4: 0.1594 (0.1589)  loss_bbox_dn_5: 0.1594 (0.1590)  loss_giou: 0.4065 (0.4642)  loss_giou_aux_0: 0.4238 (0.4865)  loss_giou_aux_1: 0.4183 (0.4735)  loss_giou_aux_2: 0.4093 (0.4683)  loss_giou_aux_3: 0.4068 (0.4656)  loss_giou_aux_4: 0.4059 (0.4642)  loss_giou_aux_5: 0.4826 (0.5496)  loss_giou_dn_0: 0.5449 (0.5650)  loss_giou_dn_1: 0.4275 (0.4571)  loss_giou_dn_2: 0.3910 (0.4260)  loss_giou_dn_3: 0.3785 (0.4177)  loss_giou_dn_4: 0.3740 (0.4156)  loss_giou_dn_5: 0.3744 (0.4158)  loss_vfl: 0.6559 (0.6574)  loss_vfl_aux_0: 0.7512 (0.7582)  loss_vfl_aux_1: 0.7264 (0.7147)  loss_vfl_aux_2: 0.7018 (0.6868)  loss_vfl_aux_3: 0.6655 (0.6704)  loss_vfl_aux_4: 0.6569 (0.6619)  loss_vfl_aux_5: 0.7502 (0.7413)  loss_vfl_dn_0: 0.4516 (0.4467)  loss_vfl_dn_1: 0.3849 (0.3810)  loss_vfl_dn_2: 0.3669 (0.3650)  loss_vfl_dn_3: 0.3578 (0.3577)  loss_vfl_dn_4: 0.3569 (0.3552)  loss_vfl_dn_5: 0.3549 (0.3544)  time: 0.4759  data: 0.0140  max mem: 5654
Epoch: [58]  [3400/7393]  eta: 0:33:04  lr: 0.000010  loss: 15.2553 (15.4168)  loss_bbox: 0.1446 (0.1486)  loss_bbox_aux_0: 0.1486 (0.1607)  loss_bbox_aux_1: 0.1408 (0.1531)  loss_bbox_aux_2: 0.1379 (0.1507)  loss_bbox_aux_3: 0.1356 (0.1489)  loss_bbox_aux_4: 0.1464 (0.1484)  loss_bbox_aux_5: 0.1892 (0.1960)  loss_bbox_dn_0: 0.2397 (0.2558)  loss_bbox_dn_1: 0.1785 (0.1865)  loss_bbox_dn_2: 0.1603 (0.1662)  loss_bbox_dn_3: 0.1542 (0.1603)  loss_bbox_dn_4: 0.1538 (0.1589)  loss_bbox_dn_5: 0.1538 (0.1589)  loss_giou: 0.4397 (0.4645)  loss_giou_aux_0: 0.4627 (0.4868)  loss_giou_aux_1: 0.4371 (0.4738)  loss_giou_aux_2: 0.4407 (0.4686)  loss_giou_aux_3: 0.4389 (0.4658)  loss_giou_aux_4: 0.4396 (0.4646)  loss_giou_aux_5: 0.5422 (0.5499)  loss_giou_dn_0: 0.5760 (0.5652)  loss_giou_dn_1: 0.4556 (0.4572)  loss_giou_dn_2: 0.4172 (0.4262)  loss_giou_dn_3: 0.4056 (0.4178)  loss_giou_dn_4: 0.4036 (0.4157)  loss_giou_dn_5: 0.4037 (0.4159)  loss_vfl: 0.6347 (0.6576)  loss_vfl_aux_0: 0.7560 (0.7583)  loss_vfl_aux_1: 0.7154 (0.7149)  loss_vfl_aux_2: 0.6807 (0.6869)  loss_vfl_aux_3: 0.6646 (0.6706)  loss_vfl_aux_4: 0.6350 (0.6620)  loss_vfl_aux_5: 0.7477 (0.7414)  loss_vfl_dn_0: 0.4414 (0.4467)  loss_vfl_dn_1: 0.3656 (0.3810)  loss_vfl_dn_2: 0.3598 (0.3651)  loss_vfl_dn_3: 0.3519 (0.3578)  loss_vfl_dn_4: 0.3467 (0.3552)  loss_vfl_dn_5: 0.3505 (0.3545)  time: 0.4873  data: 0.0139  max mem: 5654
Epoch: [58]  [3500/7393]  eta: 0:32:12  lr: 0.000010  loss: 16.1568 (15.4185)  loss_bbox: 0.1496 (0.1486)  loss_bbox_aux_0: 0.1614 (0.1608)  loss_bbox_aux_1: 0.1495 (0.1531)  loss_bbox_aux_2: 0.1437 (0.1507)  loss_bbox_aux_3: 0.1470 (0.1489)  loss_bbox_aux_4: 0.1480 (0.1484)  loss_bbox_aux_5: 0.1925 (0.1961)  loss_bbox_dn_0: 0.2420 (0.2559)  loss_bbox_dn_1: 0.1823 (0.1866)  loss_bbox_dn_2: 0.1609 (0.1663)  loss_bbox_dn_3: 0.1577 (0.1604)  loss_bbox_dn_4: 0.1546 (0.1590)  loss_bbox_dn_5: 0.1542 (0.1590)  loss_giou: 0.4836 (0.4645)  loss_giou_aux_0: 0.5151 (0.4870)  loss_giou_aux_1: 0.5016 (0.4738)  loss_giou_aux_2: 0.4817 (0.4686)  loss_giou_aux_3: 0.4798 (0.4658)  loss_giou_aux_4: 0.4864 (0.4646)  loss_giou_aux_5: 0.5739 (0.5499)  loss_giou_dn_0: 0.5891 (0.5651)  loss_giou_dn_1: 0.4847 (0.4573)  loss_giou_dn_2: 0.4597 (0.4262)  loss_giou_dn_3: 0.4510 (0.4178)  loss_giou_dn_4: 0.4490 (0.4157)  loss_giou_dn_5: 0.4491 (0.4159)  loss_vfl: 0.6893 (0.6578)  loss_vfl_aux_0: 0.7560 (0.7582)  loss_vfl_aux_1: 0.7181 (0.7149)  loss_vfl_aux_2: 0.7175 (0.6870)  loss_vfl_aux_3: 0.7088 (0.6708)  loss_vfl_aux_4: 0.6789 (0.6621)  loss_vfl_aux_5: 0.7221 (0.7414)  loss_vfl_dn_0: 0.4492 (0.4467)  loss_vfl_dn_1: 0.3892 (0.3810)  loss_vfl_dn_2: 0.3771 (0.3650)  loss_vfl_dn_3: 0.3685 (0.3578)  loss_vfl_dn_4: 0.3666 (0.3552)  loss_vfl_dn_5: 0.3652 (0.3545)  time: 0.4822  data: 0.0137  max mem: 5654
Epoch: [58]  [3600/7393]  eta: 0:31:20  lr: 0.000010  loss: 15.1886 (15.4127)  loss_bbox: 0.1303 (0.1486)  loss_bbox_aux_0: 0.1382 (0.1607)  loss_bbox_aux_1: 0.1385 (0.1531)  loss_bbox_aux_2: 0.1326 (0.1506)  loss_bbox_aux_3: 0.1330 (0.1488)  loss_bbox_aux_4: 0.1319 (0.1483)  loss_bbox_aux_5: 0.1800 (0.1960)  loss_bbox_dn_0: 0.2431 (0.2559)  loss_bbox_dn_1: 0.1779 (0.1866)  loss_bbox_dn_2: 0.1612 (0.1663)  loss_bbox_dn_3: 0.1523 (0.1604)  loss_bbox_dn_4: 0.1535 (0.1590)  loss_bbox_dn_5: 0.1537 (0.1590)  loss_giou: 0.4227 (0.4639)  loss_giou_aux_0: 0.4416 (0.4863)  loss_giou_aux_1: 0.4311 (0.4731)  loss_giou_aux_2: 0.4137 (0.4679)  loss_giou_aux_3: 0.4184 (0.4651)  loss_giou_aux_4: 0.4205 (0.4639)  loss_giou_aux_5: 0.5195 (0.5492)  loss_giou_dn_0: 0.5543 (0.5646)  loss_giou_dn_1: 0.4448 (0.4568)  loss_giou_dn_2: 0.4136 (0.4257)  loss_giou_dn_3: 0.4040 (0.4174)  loss_giou_dn_4: 0.4047 (0.4153)  loss_giou_dn_5: 0.4047 (0.4155)  loss_vfl: 0.6535 (0.6583)  loss_vfl_aux_0: 0.7482 (0.7585)  loss_vfl_aux_1: 0.7267 (0.7154)  loss_vfl_aux_2: 0.6932 (0.6876)  loss_vfl_aux_3: 0.6897 (0.6714)  loss_vfl_aux_4: 0.6619 (0.6626)  loss_vfl_aux_5: 0.7375 (0.7418)  loss_vfl_dn_0: 0.4455 (0.4466)  loss_vfl_dn_1: 0.3809 (0.3809)  loss_vfl_dn_2: 0.3650 (0.3649)  loss_vfl_dn_3: 0.3568 (0.3577)  loss_vfl_dn_4: 0.3539 (0.3551)  loss_vfl_dn_5: 0.3537 (0.3543)  time: 0.4753  data: 0.0137  max mem: 5654
Epoch: [58]  [3700/7393]  eta: 0:30:30  lr: 0.000010  loss: 14.3856 (15.4110)  loss_bbox: 0.1411 (0.1485)  loss_bbox_aux_0: 0.1624 (0.1607)  loss_bbox_aux_1: 0.1475 (0.1531)  loss_bbox_aux_2: 0.1381 (0.1506)  loss_bbox_aux_3: 0.1370 (0.1488)  loss_bbox_aux_4: 0.1411 (0.1483)  loss_bbox_aux_5: 0.1980 (0.1960)  loss_bbox_dn_0: 0.2602 (0.2559)  loss_bbox_dn_1: 0.1866 (0.1866)  loss_bbox_dn_2: 0.1666 (0.1663)  loss_bbox_dn_3: 0.1582 (0.1604)  loss_bbox_dn_4: 0.1571 (0.1590)  loss_bbox_dn_5: 0.1572 (0.1590)  loss_giou: 0.3865 (0.4638)  loss_giou_aux_0: 0.3992 (0.4863)  loss_giou_aux_1: 0.3915 (0.4731)  loss_giou_aux_2: 0.3843 (0.4678)  loss_giou_aux_3: 0.3836 (0.4650)  loss_giou_aux_4: 0.3854 (0.4639)  loss_giou_aux_5: 0.4597 (0.5492)  loss_giou_dn_0: 0.4858 (0.5645)  loss_giou_dn_1: 0.3779 (0.4567)  loss_giou_dn_2: 0.3512 (0.4257)  loss_giou_dn_3: 0.3454 (0.4173)  loss_giou_dn_4: 0.3439 (0.4152)  loss_giou_dn_5: 0.3436 (0.4154)  loss_vfl: 0.6220 (0.6583)  loss_vfl_aux_0: 0.7337 (0.7581)  loss_vfl_aux_1: 0.6884 (0.7150)  loss_vfl_aux_2: 0.6446 (0.6875)  loss_vfl_aux_3: 0.6374 (0.6714)  loss_vfl_aux_4: 0.6449 (0.6626)  loss_vfl_aux_5: 0.7448 (0.7417)  loss_vfl_dn_0: 0.4393 (0.4466)  loss_vfl_dn_1: 0.3626 (0.3809)  loss_vfl_dn_2: 0.3470 (0.3649)  loss_vfl_dn_3: 0.3421 (0.3576)  loss_vfl_dn_4: 0.3383 (0.3550)  loss_vfl_dn_5: 0.3384 (0.3543)  time: 0.4817  data: 0.0139  max mem: 5654
Epoch: [58]  [3800/7393]  eta: 0:29:39  lr: 0.000010  loss: 14.9403 (15.4073)  loss_bbox: 0.1360 (0.1484)  loss_bbox_aux_0: 0.1548 (0.1606)  loss_bbox_aux_1: 0.1477 (0.1530)  loss_bbox_aux_2: 0.1306 (0.1505)  loss_bbox_aux_3: 0.1310 (0.1487)  loss_bbox_aux_4: 0.1361 (0.1482)  loss_bbox_aux_5: 0.1767 (0.1959)  loss_bbox_dn_0: 0.2125 (0.2559)  loss_bbox_dn_1: 0.1552 (0.1865)  loss_bbox_dn_2: 0.1416 (0.1663)  loss_bbox_dn_3: 0.1378 (0.1604)  loss_bbox_dn_4: 0.1367 (0.1590)  loss_bbox_dn_5: 0.1367 (0.1590)  loss_giou: 0.4410 (0.4635)  loss_giou_aux_0: 0.4638 (0.4860)  loss_giou_aux_1: 0.4532 (0.4729)  loss_giou_aux_2: 0.4357 (0.4675)  loss_giou_aux_3: 0.4446 (0.4647)  loss_giou_aux_4: 0.4465 (0.4636)  loss_giou_aux_5: 0.5195 (0.5489)  loss_giou_dn_0: 0.5488 (0.5643)  loss_giou_dn_1: 0.4502 (0.4566)  loss_giou_dn_2: 0.4206 (0.4255)  loss_giou_dn_3: 0.4083 (0.4172)  loss_giou_dn_4: 0.4030 (0.4151)  loss_giou_dn_5: 0.4040 (0.4153)  loss_vfl: 0.6161 (0.6583)  loss_vfl_aux_0: 0.7429 (0.7582)  loss_vfl_aux_1: 0.6693 (0.7148)  loss_vfl_aux_2: 0.6629 (0.6875)  loss_vfl_aux_3: 0.6379 (0.6714)  loss_vfl_aux_4: 0.6274 (0.6626)  loss_vfl_aux_5: 0.7361 (0.7417)  loss_vfl_dn_0: 0.4478 (0.4466)  loss_vfl_dn_1: 0.3878 (0.3809)  loss_vfl_dn_2: 0.3717 (0.3648)  loss_vfl_dn_3: 0.3623 (0.3576)  loss_vfl_dn_4: 0.3606 (0.3550)  loss_vfl_dn_5: 0.3615 (0.3543)  time: 0.4803  data: 0.0141  max mem: 5654
Epoch: [58]  [3900/7393]  eta: 0:28:48  lr: 0.000010  loss: 15.5863 (15.4107)  loss_bbox: 0.1506 (0.1485)  loss_bbox_aux_0: 0.1585 (0.1606)  loss_bbox_aux_1: 0.1636 (0.1531)  loss_bbox_aux_2: 0.1516 (0.1506)  loss_bbox_aux_3: 0.1490 (0.1488)  loss_bbox_aux_4: 0.1510 (0.1483)  loss_bbox_aux_5: 0.1902 (0.1960)  loss_bbox_dn_0: 0.2354 (0.2557)  loss_bbox_dn_1: 0.1816 (0.1864)  loss_bbox_dn_2: 0.1668 (0.1662)  loss_bbox_dn_3: 0.1612 (0.1603)  loss_bbox_dn_4: 0.1609 (0.1589)  loss_bbox_dn_5: 0.1609 (0.1589)  loss_giou: 0.4743 (0.4641)  loss_giou_aux_0: 0.4924 (0.4865)  loss_giou_aux_1: 0.4723 (0.4734)  loss_giou_aux_2: 0.4710 (0.4680)  loss_giou_aux_3: 0.4779 (0.4653)  loss_giou_aux_4: 0.4800 (0.4642)  loss_giou_aux_5: 0.5457 (0.5493)  loss_giou_dn_0: 0.5713 (0.5646)  loss_giou_dn_1: 0.4680 (0.4569)  loss_giou_dn_2: 0.4232 (0.4259)  loss_giou_dn_3: 0.4160 (0.4175)  loss_giou_dn_4: 0.4149 (0.4154)  loss_giou_dn_5: 0.4149 (0.4156)  loss_vfl: 0.6698 (0.6580)  loss_vfl_aux_0: 0.7339 (0.7579)  loss_vfl_aux_1: 0.7117 (0.7145)  loss_vfl_aux_2: 0.6829 (0.6872)  loss_vfl_aux_3: 0.6744 (0.6710)  loss_vfl_aux_4: 0.6699 (0.6623)  loss_vfl_aux_5: 0.7402 (0.7415)  loss_vfl_dn_0: 0.4448 (0.4466)  loss_vfl_dn_1: 0.3868 (0.3808)  loss_vfl_dn_2: 0.3667 (0.3648)  loss_vfl_dn_3: 0.3591 (0.3576)  loss_vfl_dn_4: 0.3575 (0.3550)  loss_vfl_dn_5: 0.3570 (0.3543)  time: 0.4843  data: 0.0140  max mem: 5654
Epoch: [58]  [4000/7393]  eta: 0:27:58  lr: 0.000010  loss: 15.8227 (15.4142)  loss_bbox: 0.1347 (0.1484)  loss_bbox_aux_0: 0.1461 (0.1605)  loss_bbox_aux_1: 0.1376 (0.1530)  loss_bbox_aux_2: 0.1322 (0.1504)  loss_bbox_aux_3: 0.1321 (0.1487)  loss_bbox_aux_4: 0.1338 (0.1482)  loss_bbox_aux_5: 0.1733 (0.1959)  loss_bbox_dn_0: 0.2330 (0.2554)  loss_bbox_dn_1: 0.1691 (0.1862)  loss_bbox_dn_2: 0.1538 (0.1660)  loss_bbox_dn_3: 0.1472 (0.1601)  loss_bbox_dn_4: 0.1460 (0.1588)  loss_bbox_dn_5: 0.1461 (0.1588)  loss_giou: 0.4634 (0.4645)  loss_giou_aux_0: 0.4911 (0.4871)  loss_giou_aux_1: 0.4757 (0.4739)  loss_giou_aux_2: 0.4716 (0.4685)  loss_giou_aux_3: 0.4632 (0.4658)  loss_giou_aux_4: 0.4633 (0.4646)  loss_giou_aux_5: 0.5588 (0.5499)  loss_giou_dn_0: 0.5826 (0.5649)  loss_giou_dn_1: 0.4734 (0.4572)  loss_giou_dn_2: 0.4341 (0.4262)  loss_giou_dn_3: 0.4259 (0.4179)  loss_giou_dn_4: 0.4232 (0.4158)  loss_giou_dn_5: 0.4238 (0.4160)  loss_vfl: 0.6574 (0.6580)  loss_vfl_aux_0: 0.7475 (0.7576)  loss_vfl_aux_1: 0.7041 (0.7145)  loss_vfl_aux_2: 0.6788 (0.6872)  loss_vfl_aux_3: 0.6640 (0.6711)  loss_vfl_aux_4: 0.6612 (0.6623)  loss_vfl_aux_5: 0.7410 (0.7413)  loss_vfl_dn_0: 0.4443 (0.4466)  loss_vfl_dn_1: 0.3815 (0.3809)  loss_vfl_dn_2: 0.3650 (0.3649)  loss_vfl_dn_3: 0.3561 (0.3577)  loss_vfl_dn_4: 0.3545 (0.3551)  loss_vfl_dn_5: 0.3553 (0.3544)  time: 0.4769  data: 0.0142  max mem: 5654
Epoch: [58]  [4100/7393]  eta: 0:27:07  lr: 0.000010  loss: 16.3698 (15.4125)  loss_bbox: 0.1459 (0.1484)  loss_bbox_aux_0: 0.1677 (0.1607)  loss_bbox_aux_1: 0.1537 (0.1530)  loss_bbox_aux_2: 0.1506 (0.1505)  loss_bbox_aux_3: 0.1475 (0.1487)  loss_bbox_aux_4: 0.1459 (0.1482)  loss_bbox_aux_5: 0.1903 (0.1960)  loss_bbox_dn_0: 0.2817 (0.2556)  loss_bbox_dn_1: 0.1807 (0.1863)  loss_bbox_dn_2: 0.1602 (0.1661)  loss_bbox_dn_3: 0.1562 (0.1602)  loss_bbox_dn_4: 0.1562 (0.1588)  loss_bbox_dn_5: 0.1560 (0.1588)  loss_giou: 0.4618 (0.4643)  loss_giou_aux_0: 0.4760 (0.4870)  loss_giou_aux_1: 0.4728 (0.4737)  loss_giou_aux_2: 0.4664 (0.4683)  loss_giou_aux_3: 0.4584 (0.4656)  loss_giou_aux_4: 0.4615 (0.4644)  loss_giou_aux_5: 0.5548 (0.5498)  loss_giou_dn_0: 0.5811 (0.5647)  loss_giou_dn_1: 0.4603 (0.4570)  loss_giou_dn_2: 0.4290 (0.4259)  loss_giou_dn_3: 0.4163 (0.4176)  loss_giou_dn_4: 0.4163 (0.4155)  loss_giou_dn_5: 0.4165 (0.4157)  loss_vfl: 0.6771 (0.6581)  loss_vfl_aux_0: 0.8051 (0.7577)  loss_vfl_aux_1: 0.7695 (0.7146)  loss_vfl_aux_2: 0.7045 (0.6872)  loss_vfl_aux_3: 0.7023 (0.6711)  loss_vfl_aux_4: 0.6835 (0.6624)  loss_vfl_aux_5: 0.7906 (0.7413)  loss_vfl_dn_0: 0.4456 (0.4465)  loss_vfl_dn_1: 0.3892 (0.3808)  loss_vfl_dn_2: 0.3783 (0.3648)  loss_vfl_dn_3: 0.3680 (0.3576)  loss_vfl_dn_4: 0.3665 (0.3550)  loss_vfl_dn_5: 0.3661 (0.3543)  time: 0.4793  data: 0.0137  max mem: 5654
Epoch: [58]  [4200/7393]  eta: 0:26:16  lr: 0.000010  loss: 15.2855 (15.4111)  loss_bbox: 0.1394 (0.1483)  loss_bbox_aux_0: 0.1430 (0.1605)  loss_bbox_aux_1: 0.1398 (0.1529)  loss_bbox_aux_2: 0.1433 (0.1504)  loss_bbox_aux_3: 0.1418 (0.1486)  loss_bbox_aux_4: 0.1420 (0.1481)  loss_bbox_aux_5: 0.1805 (0.1960)  loss_bbox_dn_0: 0.2310 (0.2556)  loss_bbox_dn_1: 0.1713 (0.1863)  loss_bbox_dn_2: 0.1506 (0.1661)  loss_bbox_dn_3: 0.1425 (0.1602)  loss_bbox_dn_4: 0.1411 (0.1588)  loss_bbox_dn_5: 0.1408 (0.1588)  loss_giou: 0.4865 (0.4644)  loss_giou_aux_0: 0.5042 (0.4870)  loss_giou_aux_1: 0.4932 (0.4737)  loss_giou_aux_2: 0.4918 (0.4683)  loss_giou_aux_3: 0.4851 (0.4656)  loss_giou_aux_4: 0.4823 (0.4645)  loss_giou_aux_5: 0.5713 (0.5499)  loss_giou_dn_0: 0.5674 (0.5647)  loss_giou_dn_1: 0.4541 (0.4570)  loss_giou_dn_2: 0.4258 (0.4260)  loss_giou_dn_3: 0.4160 (0.4176)  loss_giou_dn_4: 0.4151 (0.4155)  loss_giou_dn_5: 0.4153 (0.4157)  loss_vfl: 0.6406 (0.6579)  loss_vfl_aux_0: 0.7194 (0.7576)  loss_vfl_aux_1: 0.6933 (0.7145)  loss_vfl_aux_2: 0.6695 (0.6871)  loss_vfl_aux_3: 0.6523 (0.6710)  loss_vfl_aux_4: 0.6382 (0.6622)  loss_vfl_aux_5: 0.7295 (0.7412)  loss_vfl_dn_0: 0.4442 (0.4465)  loss_vfl_dn_1: 0.3775 (0.3808)  loss_vfl_dn_2: 0.3688 (0.3648)  loss_vfl_dn_3: 0.3603 (0.3576)  loss_vfl_dn_4: 0.3570 (0.3550)  loss_vfl_dn_5: 0.3566 (0.3543)  time: 0.4749  data: 0.0144  max mem: 5654
Epoch: [58]  [4300/7393]  eta: 0:25:26  lr: 0.000010  loss: 15.4841 (15.4084)  loss_bbox: 0.1511 (0.1482)  loss_bbox_aux_0: 0.1635 (0.1605)  loss_bbox_aux_1: 0.1613 (0.1528)  loss_bbox_aux_2: 0.1570 (0.1503)  loss_bbox_aux_3: 0.1528 (0.1485)  loss_bbox_aux_4: 0.1493 (0.1480)  loss_bbox_aux_5: 0.1957 (0.1959)  loss_bbox_dn_0: 0.2572 (0.2555)  loss_bbox_dn_1: 0.1813 (0.1862)  loss_bbox_dn_2: 0.1593 (0.1660)  loss_bbox_dn_3: 0.1565 (0.1601)  loss_bbox_dn_4: 0.1567 (0.1587)  loss_bbox_dn_5: 0.1567 (0.1588)  loss_giou: 0.4073 (0.4642)  loss_giou_aux_0: 0.4377 (0.4870)  loss_giou_aux_1: 0.4294 (0.4737)  loss_giou_aux_2: 0.4310 (0.4682)  loss_giou_aux_3: 0.4180 (0.4654)  loss_giou_aux_4: 0.4104 (0.4643)  loss_giou_aux_5: 0.4917 (0.5499)  loss_giou_dn_0: 0.5479 (0.5647)  loss_giou_dn_1: 0.4346 (0.4569)  loss_giou_dn_2: 0.4069 (0.4259)  loss_giou_dn_3: 0.3972 (0.4176)  loss_giou_dn_4: 0.3944 (0.4155)  loss_giou_dn_5: 0.3944 (0.4157)  loss_vfl: 0.6712 (0.6579)  loss_vfl_aux_0: 0.7454 (0.7574)  loss_vfl_aux_1: 0.7256 (0.7143)  loss_vfl_aux_2: 0.6969 (0.6871)  loss_vfl_aux_3: 0.6780 (0.6710)  loss_vfl_aux_4: 0.6645 (0.6622)  loss_vfl_aux_5: 0.7513 (0.7409)  loss_vfl_dn_0: 0.4525 (0.4466)  loss_vfl_dn_1: 0.3861 (0.3808)  loss_vfl_dn_2: 0.3673 (0.3648)  loss_vfl_dn_3: 0.3576 (0.3575)  loss_vfl_dn_4: 0.3557 (0.3550)  loss_vfl_dn_5: 0.3547 (0.3543)  time: 0.4758  data: 0.0143  max mem: 5654
Epoch: [58]  [4400/7393]  eta: 0:24:36  lr: 0.000010  loss: 15.2610 (15.4096)  loss_bbox: 0.1484 (0.1482)  loss_bbox_aux_0: 0.1552 (0.1604)  loss_bbox_aux_1: 0.1518 (0.1528)  loss_bbox_aux_2: 0.1565 (0.1503)  loss_bbox_aux_3: 0.1449 (0.1485)  loss_bbox_aux_4: 0.1449 (0.1480)  loss_bbox_aux_5: 0.1908 (0.1958)  loss_bbox_dn_0: 0.2400 (0.2554)  loss_bbox_dn_1: 0.1745 (0.1861)  loss_bbox_dn_2: 0.1608 (0.1660)  loss_bbox_dn_3: 0.1550 (0.1601)  loss_bbox_dn_4: 0.1538 (0.1587)  loss_bbox_dn_5: 0.1538 (0.1587)  loss_giou: 0.4448 (0.4645)  loss_giou_aux_0: 0.4653 (0.4872)  loss_giou_aux_1: 0.4506 (0.4739)  loss_giou_aux_2: 0.4413 (0.4684)  loss_giou_aux_3: 0.4536 (0.4656)  loss_giou_aux_4: 0.4448 (0.4645)  loss_giou_aux_5: 0.5194 (0.5501)  loss_giou_dn_0: 0.5417 (0.5648)  loss_giou_dn_1: 0.4391 (0.4570)  loss_giou_dn_2: 0.4075 (0.4260)  loss_giou_dn_3: 0.3970 (0.4177)  loss_giou_dn_4: 0.3964 (0.4156)  loss_giou_dn_5: 0.3963 (0.4158)  loss_vfl: 0.6419 (0.6579)  loss_vfl_aux_0: 0.7512 (0.7573)  loss_vfl_aux_1: 0.6990 (0.7142)  loss_vfl_aux_2: 0.6688 (0.6870)  loss_vfl_aux_3: 0.6484 (0.6710)  loss_vfl_aux_4: 0.6489 (0.6622)  loss_vfl_aux_5: 0.7535 (0.7410)  loss_vfl_dn_0: 0.4427 (0.4466)  loss_vfl_dn_1: 0.3792 (0.3808)  loss_vfl_dn_2: 0.3606 (0.3648)  loss_vfl_dn_3: 0.3532 (0.3576)  loss_vfl_dn_4: 0.3494 (0.3550)  loss_vfl_dn_5: 0.3494 (0.3543)  time: 0.4780  data: 0.0136  max mem: 5654
Epoch: [58]  [4500/7393]  eta: 0:23:46  lr: 0.000010  loss: 15.5309 (15.4095)  loss_bbox: 0.1364 (0.1482)  loss_bbox_aux_0: 0.1562 (0.1605)  loss_bbox_aux_1: 0.1481 (0.1528)  loss_bbox_aux_2: 0.1506 (0.1503)  loss_bbox_aux_3: 0.1395 (0.1485)  loss_bbox_aux_4: 0.1370 (0.1480)  loss_bbox_aux_5: 0.2032 (0.1959)  loss_bbox_dn_0: 0.2457 (0.2554)  loss_bbox_dn_1: 0.1887 (0.1862)  loss_bbox_dn_2: 0.1690 (0.1660)  loss_bbox_dn_3: 0.1580 (0.1601)  loss_bbox_dn_4: 0.1548 (0.1587)  loss_bbox_dn_5: 0.1548 (0.1587)  loss_giou: 0.3737 (0.4644)  loss_giou_aux_0: 0.4275 (0.4872)  loss_giou_aux_1: 0.3998 (0.4738)  loss_giou_aux_2: 0.3915 (0.4684)  loss_giou_aux_3: 0.3817 (0.4656)  loss_giou_aux_4: 0.3763 (0.4645)  loss_giou_aux_5: 0.4878 (0.5500)  loss_giou_dn_0: 0.5329 (0.5647)  loss_giou_dn_1: 0.4230 (0.4570)  loss_giou_dn_2: 0.3906 (0.4260)  loss_giou_dn_3: 0.3849 (0.4177)  loss_giou_dn_4: 0.3810 (0.4156)  loss_giou_dn_5: 0.3810 (0.4158)  loss_vfl: 0.6723 (0.6579)  loss_vfl_aux_0: 0.7606 (0.7574)  loss_vfl_aux_1: 0.7235 (0.7143)  loss_vfl_aux_2: 0.7034 (0.6870)  loss_vfl_aux_3: 0.6958 (0.6710)  loss_vfl_aux_4: 0.6733 (0.6622)  loss_vfl_aux_5: 0.7557 (0.7411)  loss_vfl_dn_0: 0.4442 (0.4465)  loss_vfl_dn_1: 0.3787 (0.3808)  loss_vfl_dn_2: 0.3614 (0.3647)  loss_vfl_dn_3: 0.3532 (0.3575)  loss_vfl_dn_4: 0.3503 (0.3550)  loss_vfl_dn_5: 0.3495 (0.3542)  time: 0.4852  data: 0.0157  max mem: 5654
Epoch: [58]  [4600/7393]  eta: 0:22:56  lr: 0.000010  loss: 15.8245 (15.4129)  loss_bbox: 0.1430 (0.1482)  loss_bbox_aux_0: 0.1527 (0.1605)  loss_bbox_aux_1: 0.1541 (0.1528)  loss_bbox_aux_2: 0.1460 (0.1503)  loss_bbox_aux_3: 0.1450 (0.1485)  loss_bbox_aux_4: 0.1434 (0.1480)  loss_bbox_aux_5: 0.1860 (0.1958)  loss_bbox_dn_0: 0.2617 (0.2554)  loss_bbox_dn_1: 0.1868 (0.1861)  loss_bbox_dn_2: 0.1641 (0.1659)  loss_bbox_dn_3: 0.1554 (0.1600)  loss_bbox_dn_4: 0.1532 (0.1587)  loss_bbox_dn_5: 0.1532 (0.1587)  loss_giou: 0.4949 (0.4647)  loss_giou_aux_0: 0.5012 (0.4875)  loss_giou_aux_1: 0.4971 (0.4741)  loss_giou_aux_2: 0.5001 (0.4687)  loss_giou_aux_3: 0.5020 (0.4658)  loss_giou_aux_4: 0.5129 (0.4647)  loss_giou_aux_5: 0.5813 (0.5503)  loss_giou_dn_0: 0.5796 (0.5649)  loss_giou_dn_1: 0.4782 (0.4572)  loss_giou_dn_2: 0.4443 (0.4262)  loss_giou_dn_3: 0.4387 (0.4179)  loss_giou_dn_4: 0.4381 (0.4158)  loss_giou_dn_5: 0.4388 (0.4160)  loss_vfl: 0.6474 (0.6580)  loss_vfl_aux_0: 0.7382 (0.7574)  loss_vfl_aux_1: 0.6852 (0.7144)  loss_vfl_aux_2: 0.6807 (0.6870)  loss_vfl_aux_3: 0.6660 (0.6711)  loss_vfl_aux_4: 0.6590 (0.6623)  loss_vfl_aux_5: 0.7265 (0.7411)  loss_vfl_dn_0: 0.4462 (0.4465)  loss_vfl_dn_1: 0.3886 (0.3808)  loss_vfl_dn_2: 0.3648 (0.3648)  loss_vfl_dn_3: 0.3583 (0.3576)  loss_vfl_dn_4: 0.3561 (0.3550)  loss_vfl_dn_5: 0.3559 (0.3543)  time: 0.4858  data: 0.0141  max mem: 5654
Epoch: [58]  [4700/7393]  eta: 0:22:06  lr: 0.000010  loss: 15.8326 (15.4114)  loss_bbox: 0.1482 (0.1483)  loss_bbox_aux_0: 0.1619 (0.1605)  loss_bbox_aux_1: 0.1573 (0.1529)  loss_bbox_aux_2: 0.1567 (0.1504)  loss_bbox_aux_3: 0.1485 (0.1485)  loss_bbox_aux_4: 0.1489 (0.1481)  loss_bbox_aux_5: 0.2000 (0.1959)  loss_bbox_dn_0: 0.2489 (0.2554)  loss_bbox_dn_1: 0.1783 (0.1862)  loss_bbox_dn_2: 0.1647 (0.1660)  loss_bbox_dn_3: 0.1576 (0.1601)  loss_bbox_dn_4: 0.1553 (0.1587)  loss_bbox_dn_5: 0.1553 (0.1587)  loss_giou: 0.4720 (0.4645)  loss_giou_aux_0: 0.4857 (0.4873)  loss_giou_aux_1: 0.4752 (0.4739)  loss_giou_aux_2: 0.4779 (0.4685)  loss_giou_aux_3: 0.4780 (0.4657)  loss_giou_aux_4: 0.4720 (0.4645)  loss_giou_aux_5: 0.5530 (0.5501)  loss_giou_dn_0: 0.5707 (0.5646)  loss_giou_dn_1: 0.4566 (0.4569)  loss_giou_dn_2: 0.4289 (0.4259)  loss_giou_dn_3: 0.4215 (0.4176)  loss_giou_dn_4: 0.4210 (0.4155)  loss_giou_dn_5: 0.4210 (0.4157)  loss_vfl: 0.6778 (0.6581)  loss_vfl_aux_0: 0.7594 (0.7575)  loss_vfl_aux_1: 0.7217 (0.7145)  loss_vfl_aux_2: 0.6866 (0.6870)  loss_vfl_aux_3: 0.6696 (0.6712)  loss_vfl_aux_4: 0.6777 (0.6624)  loss_vfl_aux_5: 0.7254 (0.7412)  loss_vfl_dn_0: 0.4516 (0.4465)  loss_vfl_dn_1: 0.3804 (0.3808)  loss_vfl_dn_2: 0.3656 (0.3648)  loss_vfl_dn_3: 0.3588 (0.3576)  loss_vfl_dn_4: 0.3573 (0.3550)  loss_vfl_dn_5: 0.3583 (0.3543)  time: 0.4739  data: 0.0140  max mem: 5654
Epoch: [58]  [4800/7393]  eta: 0:21:17  lr: 0.000010  loss: 15.7726 (15.4126)  loss_bbox: 0.1382 (0.1482)  loss_bbox_aux_0: 0.1521 (0.1605)  loss_bbox_aux_1: 0.1524 (0.1528)  loss_bbox_aux_2: 0.1469 (0.1503)  loss_bbox_aux_3: 0.1385 (0.1485)  loss_bbox_aux_4: 0.1377 (0.1480)  loss_bbox_aux_5: 0.1835 (0.1958)  loss_bbox_dn_0: 0.2418 (0.2554)  loss_bbox_dn_1: 0.1840 (0.1862)  loss_bbox_dn_2: 0.1630 (0.1660)  loss_bbox_dn_3: 0.1578 (0.1601)  loss_bbox_dn_4: 0.1576 (0.1587)  loss_bbox_dn_5: 0.1576 (0.1587)  loss_giou: 0.4518 (0.4645)  loss_giou_aux_0: 0.4648 (0.4873)  loss_giou_aux_1: 0.4528 (0.4740)  loss_giou_aux_2: 0.4535 (0.4686)  loss_giou_aux_3: 0.4463 (0.4657)  loss_giou_aux_4: 0.4495 (0.4645)  loss_giou_aux_5: 0.5313 (0.5501)  loss_giou_dn_0: 0.5529 (0.5647)  loss_giou_dn_1: 0.4503 (0.4570)  loss_giou_dn_2: 0.4236 (0.4260)  loss_giou_dn_3: 0.4107 (0.4177)  loss_giou_dn_4: 0.4086 (0.4156)  loss_giou_dn_5: 0.4087 (0.4158)  loss_vfl: 0.6836 (0.6583)  loss_vfl_aux_0: 0.8104 (0.7576)  loss_vfl_aux_1: 0.7429 (0.7146)  loss_vfl_aux_2: 0.7193 (0.6872)  loss_vfl_aux_3: 0.6951 (0.6714)  loss_vfl_aux_4: 0.6809 (0.6626)  loss_vfl_aux_5: 0.7510 (0.7415)  loss_vfl_dn_0: 0.4427 (0.4465)  loss_vfl_dn_1: 0.3866 (0.3808)  loss_vfl_dn_2: 0.3749 (0.3648)  loss_vfl_dn_3: 0.3627 (0.3576)  loss_vfl_dn_4: 0.3611 (0.3550)  loss_vfl_dn_5: 0.3622 (0.3543)  time: 0.4819  data: 0.0137  max mem: 5654
Epoch: [58]  [4900/7393]  eta: 0:20:27  lr: 0.000010  loss: 15.1689 (15.4106)  loss_bbox: 0.1343 (0.1483)  loss_bbox_aux_0: 0.1577 (0.1606)  loss_bbox_aux_1: 0.1480 (0.1530)  loss_bbox_aux_2: 0.1394 (0.1504)  loss_bbox_aux_3: 0.1370 (0.1486)  loss_bbox_aux_4: 0.1340 (0.1481)  loss_bbox_aux_5: 0.1891 (0.1960)  loss_bbox_dn_0: 0.2433 (0.2557)  loss_bbox_dn_1: 0.1790 (0.1864)  loss_bbox_dn_2: 0.1661 (0.1662)  loss_bbox_dn_3: 0.1590 (0.1603)  loss_bbox_dn_4: 0.1553 (0.1589)  loss_bbox_dn_5: 0.1554 (0.1589)  loss_giou: 0.4168 (0.4639)  loss_giou_aux_0: 0.4583 (0.4869)  loss_giou_aux_1: 0.4459 (0.4734)  loss_giou_aux_2: 0.4259 (0.4680)  loss_giou_aux_3: 0.4174 (0.4651)  loss_giou_aux_4: 0.4168 (0.4640)  loss_giou_aux_5: 0.5262 (0.5495)  loss_giou_dn_0: 0.5318 (0.5644)  loss_giou_dn_1: 0.4256 (0.4566)  loss_giou_dn_2: 0.4006 (0.4256)  loss_giou_dn_3: 0.3928 (0.4173)  loss_giou_dn_4: 0.3917 (0.4152)  loss_giou_dn_5: 0.3918 (0.4154)  loss_vfl: 0.6630 (0.6584)  loss_vfl_aux_0: 0.7816 (0.7578)  loss_vfl_aux_1: 0.7482 (0.7149)  loss_vfl_aux_2: 0.6938 (0.6874)  loss_vfl_aux_3: 0.6749 (0.6715)  loss_vfl_aux_4: 0.6563 (0.6628)  loss_vfl_aux_5: 0.7630 (0.7419)  loss_vfl_dn_0: 0.4421 (0.4465)  loss_vfl_dn_1: 0.3776 (0.3808)  loss_vfl_dn_2: 0.3619 (0.3648)  loss_vfl_dn_3: 0.3560 (0.3575)  loss_vfl_dn_4: 0.3544 (0.3550)  loss_vfl_dn_5: 0.3531 (0.3542)  time: 0.4842  data: 0.0139  max mem: 5654
Epoch: [58]  [5000/7393]  eta: 0:19:37  lr: 0.000010  loss: 15.0506 (15.4099)  loss_bbox: 0.1516 (0.1482)  loss_bbox_aux_0: 0.1617 (0.1606)  loss_bbox_aux_1: 0.1543 (0.1529)  loss_bbox_aux_2: 0.1533 (0.1503)  loss_bbox_aux_3: 0.1450 (0.1485)  loss_bbox_aux_4: 0.1519 (0.1480)  loss_bbox_aux_5: 0.1955 (0.1960)  loss_bbox_dn_0: 0.2522 (0.2557)  loss_bbox_dn_1: 0.1860 (0.1864)  loss_bbox_dn_2: 0.1703 (0.1662)  loss_bbox_dn_3: 0.1669 (0.1603)  loss_bbox_dn_4: 0.1630 (0.1589)  loss_bbox_dn_5: 0.1630 (0.1589)  loss_giou: 0.4013 (0.4638)  loss_giou_aux_0: 0.4311 (0.4869)  loss_giou_aux_1: 0.4155 (0.4734)  loss_giou_aux_2: 0.4153 (0.4680)  loss_giou_aux_3: 0.4083 (0.4651)  loss_giou_aux_4: 0.4013 (0.4639)  loss_giou_aux_5: 0.4996 (0.5495)  loss_giou_dn_0: 0.5291 (0.5644)  loss_giou_dn_1: 0.4108 (0.4566)  loss_giou_dn_2: 0.3781 (0.4256)  loss_giou_dn_3: 0.3703 (0.4173)  loss_giou_dn_4: 0.3707 (0.4152)  loss_giou_dn_5: 0.3708 (0.4154)  loss_vfl: 0.6515 (0.6586)  loss_vfl_aux_0: 0.7407 (0.7578)  loss_vfl_aux_1: 0.7070 (0.7148)  loss_vfl_aux_2: 0.6639 (0.6874)  loss_vfl_aux_3: 0.6630 (0.6716)  loss_vfl_aux_4: 0.6531 (0.6629)  loss_vfl_aux_5: 0.7313 (0.7420)  loss_vfl_dn_0: 0.4459 (0.4466)  loss_vfl_dn_1: 0.3759 (0.3808)  loss_vfl_dn_2: 0.3584 (0.3648)  loss_vfl_dn_3: 0.3535 (0.3576)  loss_vfl_dn_4: 0.3472 (0.3550)  loss_vfl_dn_5: 0.3451 (0.3543)  time: 0.4817  data: 0.0140  max mem: 5654
Epoch: [58]  [5100/7393]  eta: 0:18:47  lr: 0.000010  loss: 15.2981 (15.4089)  loss_bbox: 0.1392 (0.1482)  loss_bbox_aux_0: 0.1519 (0.1606)  loss_bbox_aux_1: 0.1448 (0.1529)  loss_bbox_aux_2: 0.1421 (0.1503)  loss_bbox_aux_3: 0.1374 (0.1485)  loss_bbox_aux_4: 0.1385 (0.1480)  loss_bbox_aux_5: 0.1890 (0.1958)  loss_bbox_dn_0: 0.2234 (0.2555)  loss_bbox_dn_1: 0.1641 (0.1862)  loss_bbox_dn_2: 0.1443 (0.1660)  loss_bbox_dn_3: 0.1381 (0.1601)  loss_bbox_dn_4: 0.1380 (0.1588)  loss_bbox_dn_5: 0.1381 (0.1588)  loss_giou: 0.4516 (0.4637)  loss_giou_aux_0: 0.4746 (0.4868)  loss_giou_aux_1: 0.4675 (0.4733)  loss_giou_aux_2: 0.4685 (0.4679)  loss_giou_aux_3: 0.4676 (0.4650)  loss_giou_aux_4: 0.4591 (0.4638)  loss_giou_aux_5: 0.5423 (0.5494)  loss_giou_dn_0: 0.5688 (0.5644)  loss_giou_dn_1: 0.4568 (0.4566)  loss_giou_dn_2: 0.4213 (0.4256)  loss_giou_dn_3: 0.4131 (0.4172)  loss_giou_dn_4: 0.4128 (0.4151)  loss_giou_dn_5: 0.4134 (0.4153)  loss_vfl: 0.6827 (0.6588)  loss_vfl_aux_0: 0.7503 (0.7577)  loss_vfl_aux_1: 0.7317 (0.7149)  loss_vfl_aux_2: 0.7162 (0.6876)  loss_vfl_aux_3: 0.6915 (0.6718)  loss_vfl_aux_4: 0.6853 (0.6630)  loss_vfl_aux_5: 0.7438 (0.7421)  loss_vfl_dn_0: 0.4454 (0.4466)  loss_vfl_dn_1: 0.3798 (0.3808)  loss_vfl_dn_2: 0.3627 (0.3648)  loss_vfl_dn_3: 0.3556 (0.3576)  loss_vfl_dn_4: 0.3538 (0.3550)  loss_vfl_dn_5: 0.3525 (0.3543)  time: 0.4910  data: 0.0137  max mem: 5654
Epoch: [58]  [5200/7393]  eta: 0:17:58  lr: 0.000010  loss: 14.7257 (15.4027)  loss_bbox: 0.1478 (0.1482)  loss_bbox_aux_0: 0.1648 (0.1606)  loss_bbox_aux_1: 0.1531 (0.1529)  loss_bbox_aux_2: 0.1513 (0.1503)  loss_bbox_aux_3: 0.1500 (0.1485)  loss_bbox_aux_4: 0.1470 (0.1480)  loss_bbox_aux_5: 0.1966 (0.1959)  loss_bbox_dn_0: 0.2435 (0.2556)  loss_bbox_dn_1: 0.1742 (0.1862)  loss_bbox_dn_2: 0.1505 (0.1661)  loss_bbox_dn_3: 0.1416 (0.1602)  loss_bbox_dn_4: 0.1393 (0.1588)  loss_bbox_dn_5: 0.1393 (0.1588)  loss_giou: 0.4168 (0.4633)  loss_giou_aux_0: 0.4528 (0.4865)  loss_giou_aux_1: 0.4387 (0.4729)  loss_giou_aux_2: 0.4203 (0.4675)  loss_giou_aux_3: 0.4194 (0.4646)  loss_giou_aux_4: 0.4165 (0.4634)  loss_giou_aux_5: 0.5145 (0.5491)  loss_giou_dn_0: 0.5285 (0.5641)  loss_giou_dn_1: 0.4088 (0.4563)  loss_giou_dn_2: 0.3855 (0.4252)  loss_giou_dn_3: 0.3732 (0.4169)  loss_giou_dn_4: 0.3710 (0.4148)  loss_giou_dn_5: 0.3710 (0.4150)  loss_vfl: 0.6134 (0.6586)  loss_vfl_aux_0: 0.7188 (0.7574)  loss_vfl_aux_1: 0.6685 (0.7146)  loss_vfl_aux_2: 0.6346 (0.6874)  loss_vfl_aux_3: 0.6158 (0.6716)  loss_vfl_aux_4: 0.6190 (0.6628)  loss_vfl_aux_5: 0.7165 (0.7418)  loss_vfl_dn_0: 0.4417 (0.4466)  loss_vfl_dn_1: 0.3756 (0.3808)  loss_vfl_dn_2: 0.3655 (0.3648)  loss_vfl_dn_3: 0.3561 (0.3576)  loss_vfl_dn_4: 0.3555 (0.3550)  loss_vfl_dn_5: 0.3548 (0.3543)  time: 0.4998  data: 0.0142  max mem: 5654
Epoch: [58]  [5300/7393]  eta: 0:17:09  lr: 0.000010  loss: 15.7666 (15.4020)  loss_bbox: 0.1400 (0.1482)  loss_bbox_aux_0: 0.1504 (0.1606)  loss_bbox_aux_1: 0.1438 (0.1529)  loss_bbox_aux_2: 0.1408 (0.1503)  loss_bbox_aux_3: 0.1407 (0.1485)  loss_bbox_aux_4: 0.1392 (0.1480)  loss_bbox_aux_5: 0.1863 (0.1959)  loss_bbox_dn_0: 0.2320 (0.2557)  loss_bbox_dn_1: 0.1643 (0.1863)  loss_bbox_dn_2: 0.1409 (0.1661)  loss_bbox_dn_3: 0.1351 (0.1602)  loss_bbox_dn_4: 0.1347 (0.1588)  loss_bbox_dn_5: 0.1348 (0.1589)  loss_giou: 0.4778 (0.4633)  loss_giou_aux_0: 0.5102 (0.4865)  loss_giou_aux_1: 0.4744 (0.4729)  loss_giou_aux_2: 0.4696 (0.4674)  loss_giou_aux_3: 0.4818 (0.4645)  loss_giou_aux_4: 0.4778 (0.4633)  loss_giou_aux_5: 0.5390 (0.5489)  loss_giou_dn_0: 0.5808 (0.5641)  loss_giou_dn_1: 0.4679 (0.4562)  loss_giou_dn_2: 0.4388 (0.4252)  loss_giou_dn_3: 0.4296 (0.4168)  loss_giou_dn_4: 0.4270 (0.4147)  loss_giou_dn_5: 0.4269 (0.4149)  loss_vfl: 0.6072 (0.6586)  loss_vfl_aux_0: 0.7124 (0.7573)  loss_vfl_aux_1: 0.6672 (0.7145)  loss_vfl_aux_2: 0.6352 (0.6873)  loss_vfl_aux_3: 0.6099 (0.6714)  loss_vfl_aux_4: 0.6139 (0.6628)  loss_vfl_aux_5: 0.7142 (0.7420)  loss_vfl_dn_0: 0.4376 (0.4465)  loss_vfl_dn_1: 0.3856 (0.3808)  loss_vfl_dn_2: 0.3712 (0.3648)  loss_vfl_dn_3: 0.3633 (0.3575)  loss_vfl_dn_4: 0.3612 (0.3550)  loss_vfl_dn_5: 0.3605 (0.3543)  time: 0.4831  data: 0.0141  max mem: 5654
Epoch: [58]  [5400/7393]  eta: 0:16:21  lr: 0.000010  loss: 15.7666 (15.4048)  loss_bbox: 0.1386 (0.1482)  loss_bbox_aux_0: 0.1549 (0.1606)  loss_bbox_aux_1: 0.1429 (0.1529)  loss_bbox_aux_2: 0.1432 (0.1503)  loss_bbox_aux_3: 0.1395 (0.1485)  loss_bbox_aux_4: 0.1391 (0.1481)  loss_bbox_aux_5: 0.1763 (0.1959)  loss_bbox_dn_0: 0.2219 (0.2556)  loss_bbox_dn_1: 0.1586 (0.1863)  loss_bbox_dn_2: 0.1340 (0.1661)  loss_bbox_dn_3: 0.1314 (0.1602)  loss_bbox_dn_4: 0.1311 (0.1588)  loss_bbox_dn_5: 0.1311 (0.1589)  loss_giou: 0.5011 (0.4635)  loss_giou_aux_0: 0.5252 (0.4868)  loss_giou_aux_1: 0.5093 (0.4731)  loss_giou_aux_2: 0.4915 (0.4677)  loss_giou_aux_3: 0.5034 (0.4647)  loss_giou_aux_4: 0.5009 (0.4636)  loss_giou_aux_5: 0.6069 (0.5492)  loss_giou_dn_0: 0.6014 (0.5644)  loss_giou_dn_1: 0.4850 (0.4565)  loss_giou_dn_2: 0.4515 (0.4254)  loss_giou_dn_3: 0.4436 (0.4171)  loss_giou_dn_4: 0.4440 (0.4150)  loss_giou_dn_5: 0.4440 (0.4152)  loss_vfl: 0.6708 (0.6585)  loss_vfl_aux_0: 0.7367 (0.7570)  loss_vfl_aux_1: 0.7016 (0.7143)  loss_vfl_aux_2: 0.6953 (0.6871)  loss_vfl_aux_3: 0.6735 (0.6714)  loss_vfl_aux_4: 0.6732 (0.6628)  loss_vfl_aux_5: 0.7196 (0.7418)  loss_vfl_dn_0: 0.4477 (0.4466)  loss_vfl_dn_1: 0.3891 (0.3808)  loss_vfl_dn_2: 0.3761 (0.3648)  loss_vfl_dn_3: 0.3689 (0.3576)  loss_vfl_dn_4: 0.3671 (0.3550)  loss_vfl_dn_5: 0.3664 (0.3543)  time: 0.7771  data: 0.0143  max mem: 5654
Epoch: [58]  [5500/7393]  eta: 0:15:32  lr: 0.000010  loss: 15.2422 (15.4006)  loss_bbox: 0.1466 (0.1482)  loss_bbox_aux_0: 0.1531 (0.1606)  loss_bbox_aux_1: 0.1434 (0.1528)  loss_bbox_aux_2: 0.1392 (0.1502)  loss_bbox_aux_3: 0.1440 (0.1484)  loss_bbox_aux_4: 0.1459 (0.1480)  loss_bbox_aux_5: 0.1954 (0.1958)  loss_bbox_dn_0: 0.2496 (0.2555)  loss_bbox_dn_1: 0.1779 (0.1861)  loss_bbox_dn_2: 0.1583 (0.1660)  loss_bbox_dn_3: 0.1542 (0.1601)  loss_bbox_dn_4: 0.1518 (0.1587)  loss_bbox_dn_5: 0.1518 (0.1587)  loss_giou: 0.4485 (0.4634)  loss_giou_aux_0: 0.4626 (0.4867)  loss_giou_aux_1: 0.4572 (0.4730)  loss_giou_aux_2: 0.4505 (0.4676)  loss_giou_aux_3: 0.4505 (0.4647)  loss_giou_aux_4: 0.4442 (0.4635)  loss_giou_aux_5: 0.5179 (0.5490)  loss_giou_dn_0: 0.5486 (0.5643)  loss_giou_dn_1: 0.4411 (0.4563)  loss_giou_dn_2: 0.4136 (0.4253)  loss_giou_dn_3: 0.4022 (0.4170)  loss_giou_dn_4: 0.3995 (0.4149)  loss_giou_dn_5: 0.3995 (0.4151)  loss_vfl: 0.6182 (0.6584)  loss_vfl_aux_0: 0.7112 (0.7568)  loss_vfl_aux_1: 0.6735 (0.7141)  loss_vfl_aux_2: 0.6435 (0.6868)  loss_vfl_aux_3: 0.6393 (0.6712)  loss_vfl_aux_4: 0.6208 (0.6626)  loss_vfl_aux_5: 0.7303 (0.7418)  loss_vfl_dn_0: 0.4406 (0.4466)  loss_vfl_dn_1: 0.3774 (0.3808)  loss_vfl_dn_2: 0.3628 (0.3648)  loss_vfl_dn_3: 0.3571 (0.3576)  loss_vfl_dn_4: 0.3536 (0.3550)  loss_vfl_dn_5: 0.3552 (0.3543)  time: 0.4911  data: 0.0142  max mem: 5654
Epoch: [58]  [5600/7393]  eta: 0:14:42  lr: 0.000010  loss: 15.0728 (15.4025)  loss_bbox: 0.1508 (0.1481)  loss_bbox_aux_0: 0.1590 (0.1605)  loss_bbox_aux_1: 0.1599 (0.1528)  loss_bbox_aux_2: 0.1438 (0.1502)  loss_bbox_aux_3: 0.1468 (0.1484)  loss_bbox_aux_4: 0.1450 (0.1479)  loss_bbox_aux_5: 0.2133 (0.1957)  loss_bbox_dn_0: 0.2861 (0.2555)  loss_bbox_dn_1: 0.2114 (0.1862)  loss_bbox_dn_2: 0.1877 (0.1660)  loss_bbox_dn_3: 0.1788 (0.1601)  loss_bbox_dn_4: 0.1788 (0.1587)  loss_bbox_dn_5: 0.1788 (0.1588)  loss_giou: 0.3979 (0.4635)  loss_giou_aux_0: 0.4157 (0.4868)  loss_giou_aux_1: 0.4018 (0.4731)  loss_giou_aux_2: 0.4003 (0.4677)  loss_giou_aux_3: 0.3911 (0.4647)  loss_giou_aux_4: 0.3868 (0.4636)  loss_giou_aux_5: 0.4657 (0.5491)  loss_giou_dn_0: 0.5388 (0.5645)  loss_giou_dn_1: 0.4431 (0.4565)  loss_giou_dn_2: 0.4113 (0.4255)  loss_giou_dn_3: 0.4066 (0.4171)  loss_giou_dn_4: 0.4043 (0.4150)  loss_giou_dn_5: 0.4044 (0.4152)  loss_vfl: 0.6636 (0.6584)  loss_vfl_aux_0: 0.7835 (0.7570)  loss_vfl_aux_1: 0.7446 (0.7141)  loss_vfl_aux_2: 0.7046 (0.6868)  loss_vfl_aux_3: 0.6870 (0.6713)  loss_vfl_aux_4: 0.6714 (0.6627)  loss_vfl_aux_5: 0.7578 (0.7418)  loss_vfl_dn_0: 0.4450 (0.4466)  loss_vfl_dn_1: 0.3755 (0.3808)  loss_vfl_dn_2: 0.3588 (0.3648)  loss_vfl_dn_3: 0.3507 (0.3576)  loss_vfl_dn_4: 0.3480 (0.3551)  loss_vfl_dn_5: 0.3480 (0.3543)  time: 0.4836  data: 0.0137  max mem: 5654
Epoch: [58]  [5700/7393]  eta: 0:13:53  lr: 0.000010  loss: 15.2997 (15.3995)  loss_bbox: 0.1477 (0.1481)  loss_bbox_aux_0: 0.1647 (0.1605)  loss_bbox_aux_1: 0.1593 (0.1528)  loss_bbox_aux_2: 0.1521 (0.1502)  loss_bbox_aux_3: 0.1459 (0.1484)  loss_bbox_aux_4: 0.1499 (0.1479)  loss_bbox_aux_5: 0.2049 (0.1958)  loss_bbox_dn_0: 0.2624 (0.2556)  loss_bbox_dn_1: 0.1879 (0.1862)  loss_bbox_dn_2: 0.1658 (0.1660)  loss_bbox_dn_3: 0.1614 (0.1601)  loss_bbox_dn_4: 0.1585 (0.1587)  loss_bbox_dn_5: 0.1585 (0.1587)  loss_giou: 0.4102 (0.4633)  loss_giou_aux_0: 0.4454 (0.4866)  loss_giou_aux_1: 0.4336 (0.4729)  loss_giou_aux_2: 0.4217 (0.4675)  loss_giou_aux_3: 0.4126 (0.4645)  loss_giou_aux_4: 0.4098 (0.4634)  loss_giou_aux_5: 0.5114 (0.5489)  loss_giou_dn_0: 0.5482 (0.5643)  loss_giou_dn_1: 0.4331 (0.4563)  loss_giou_dn_2: 0.3995 (0.4253)  loss_giou_dn_3: 0.3942 (0.4169)  loss_giou_dn_4: 0.3925 (0.4148)  loss_giou_dn_5: 0.3912 (0.4150)  loss_vfl: 0.6336 (0.6584)  loss_vfl_aux_0: 0.7669 (0.7570)  loss_vfl_aux_1: 0.7127 (0.7140)  loss_vfl_aux_2: 0.6690 (0.6867)  loss_vfl_aux_3: 0.6448 (0.6712)  loss_vfl_aux_4: 0.6382 (0.6626)  loss_vfl_aux_5: 0.7400 (0.7419)  loss_vfl_dn_0: 0.4435 (0.4465)  loss_vfl_dn_1: 0.3826 (0.3808)  loss_vfl_dn_2: 0.3649 (0.3648)  loss_vfl_dn_3: 0.3564 (0.3576)  loss_vfl_dn_4: 0.3538 (0.3550)  loss_vfl_dn_5: 0.3522 (0.3543)  time: 0.4842  data: 0.0139  max mem: 5654
Epoch: [58]  [5800/7393]  eta: 0:13:05  lr: 0.000010  loss: 15.7053 (15.4028)  loss_bbox: 0.1307 (0.1482)  loss_bbox_aux_0: 0.1463 (0.1605)  loss_bbox_aux_1: 0.1348 (0.1529)  loss_bbox_aux_2: 0.1381 (0.1502)  loss_bbox_aux_3: 0.1370 (0.1484)  loss_bbox_aux_4: 0.1304 (0.1480)  loss_bbox_aux_5: 0.1674 (0.1959)  loss_bbox_dn_0: 0.2072 (0.2556)  loss_bbox_dn_1: 0.1539 (0.1862)  loss_bbox_dn_2: 0.1373 (0.1660)  loss_bbox_dn_3: 0.1336 (0.1601)  loss_bbox_dn_4: 0.1329 (0.1588)  loss_bbox_dn_5: 0.1329 (0.1588)  loss_giou: 0.4863 (0.4636)  loss_giou_aux_0: 0.5078 (0.4868)  loss_giou_aux_1: 0.5020 (0.4732)  loss_giou_aux_2: 0.4984 (0.4677)  loss_giou_aux_3: 0.4935 (0.4648)  loss_giou_aux_4: 0.4863 (0.4636)  loss_giou_aux_5: 0.5666 (0.5491)  loss_giou_dn_0: 0.5641 (0.5645)  loss_giou_dn_1: 0.4609 (0.4565)  loss_giou_dn_2: 0.4248 (0.4254)  loss_giou_dn_3: 0.4171 (0.4171)  loss_giou_dn_4: 0.4148 (0.4149)  loss_giou_dn_5: 0.4152 (0.4151)  loss_vfl: 0.6235 (0.6585)  loss_vfl_aux_0: 0.7114 (0.7570)  loss_vfl_aux_1: 0.6656 (0.7139)  loss_vfl_aux_2: 0.6567 (0.6867)  loss_vfl_aux_3: 0.6563 (0.6713)  loss_vfl_aux_4: 0.6358 (0.6627)  loss_vfl_aux_5: 0.6916 (0.7419)  loss_vfl_dn_0: 0.4474 (0.4465)  loss_vfl_dn_1: 0.3872 (0.3808)  loss_vfl_dn_2: 0.3686 (0.3648)  loss_vfl_dn_3: 0.3671 (0.3576)  loss_vfl_dn_4: 0.3623 (0.3550)  loss_vfl_dn_5: 0.3623 (0.3543)  time: 0.4743  data: 0.0141  max mem: 5654
Epoch: [58]  [5900/7393]  eta: 0:12:15  lr: 0.000010  loss: 14.9193 (15.4021)  loss_bbox: 0.1329 (0.1481)  loss_bbox_aux_0: 0.1462 (0.1605)  loss_bbox_aux_1: 0.1437 (0.1528)  loss_bbox_aux_2: 0.1393 (0.1502)  loss_bbox_aux_3: 0.1308 (0.1484)  loss_bbox_aux_4: 0.1324 (0.1479)  loss_bbox_aux_5: 0.1896 (0.1958)  loss_bbox_dn_0: 0.2445 (0.2556)  loss_bbox_dn_1: 0.1636 (0.1862)  loss_bbox_dn_2: 0.1393 (0.1660)  loss_bbox_dn_3: 0.1397 (0.1601)  loss_bbox_dn_4: 0.1430 (0.1588)  loss_bbox_dn_5: 0.1430 (0.1588)  loss_giou: 0.4334 (0.4636)  loss_giou_aux_0: 0.4589 (0.4868)  loss_giou_aux_1: 0.4319 (0.4733)  loss_giou_aux_2: 0.4498 (0.4678)  loss_giou_aux_3: 0.4338 (0.4648)  loss_giou_aux_4: 0.4302 (0.4636)  loss_giou_aux_5: 0.5342 (0.5492)  loss_giou_dn_0: 0.5548 (0.5645)  loss_giou_dn_1: 0.4286 (0.4565)  loss_giou_dn_2: 0.3977 (0.4254)  loss_giou_dn_3: 0.3949 (0.4170)  loss_giou_dn_4: 0.3908 (0.4149)  loss_giou_dn_5: 0.3908 (0.4151)  loss_vfl: 0.6256 (0.6585)  loss_vfl_aux_0: 0.7239 (0.7570)  loss_vfl_aux_1: 0.6987 (0.7138)  loss_vfl_aux_2: 0.6507 (0.6866)  loss_vfl_aux_3: 0.6306 (0.6712)  loss_vfl_aux_4: 0.6303 (0.6627)  loss_vfl_aux_5: 0.7180 (0.7419)  loss_vfl_dn_0: 0.4433 (0.4465)  loss_vfl_dn_1: 0.3737 (0.3807)  loss_vfl_dn_2: 0.3565 (0.3648)  loss_vfl_dn_3: 0.3498 (0.3576)  loss_vfl_dn_4: 0.3487 (0.3550)  loss_vfl_dn_5: 0.3479 (0.3543)  time: 0.4881  data: 0.0142  max mem: 5654
Epoch: [58]  [6000/7393]  eta: 0:11:27  lr: 0.000010  loss: 14.9895 (15.4062)  loss_bbox: 0.1386 (0.1482)  loss_bbox_aux_0: 0.1612 (0.1606)  loss_bbox_aux_1: 0.1502 (0.1529)  loss_bbox_aux_2: 0.1433 (0.1503)  loss_bbox_aux_3: 0.1411 (0.1485)  loss_bbox_aux_4: 0.1408 (0.1480)  loss_bbox_aux_5: 0.2006 (0.1959)  loss_bbox_dn_0: 0.2367 (0.2556)  loss_bbox_dn_1: 0.1719 (0.1863)  loss_bbox_dn_2: 0.1535 (0.1661)  loss_bbox_dn_3: 0.1489 (0.1602)  loss_bbox_dn_4: 0.1449 (0.1588)  loss_bbox_dn_5: 0.1450 (0.1588)  loss_giou: 0.4633 (0.4639)  loss_giou_aux_0: 0.4871 (0.4872)  loss_giou_aux_1: 0.4812 (0.4736)  loss_giou_aux_2: 0.4795 (0.4681)  loss_giou_aux_3: 0.4591 (0.4652)  loss_giou_aux_4: 0.4716 (0.4640)  loss_giou_aux_5: 0.5434 (0.5495)  loss_giou_dn_0: 0.5493 (0.5647)  loss_giou_dn_1: 0.4316 (0.4567)  loss_giou_dn_2: 0.4059 (0.4256)  loss_giou_dn_3: 0.3968 (0.4172)  loss_giou_dn_4: 0.3928 (0.4151)  loss_giou_dn_5: 0.3930 (0.4153)  loss_vfl: 0.6394 (0.6584)  loss_vfl_aux_0: 0.7372 (0.7569)  loss_vfl_aux_1: 0.7062 (0.7137)  loss_vfl_aux_2: 0.6743 (0.6865)  loss_vfl_aux_3: 0.6630 (0.6710)  loss_vfl_aux_4: 0.6416 (0.6626)  loss_vfl_aux_5: 0.7069 (0.7417)  loss_vfl_dn_0: 0.4444 (0.4465)  loss_vfl_dn_1: 0.3857 (0.3808)  loss_vfl_dn_2: 0.3691 (0.3648)  loss_vfl_dn_3: 0.3609 (0.3576)  loss_vfl_dn_4: 0.3591 (0.3551)  loss_vfl_dn_5: 0.3601 (0.3543)  time: 0.4752  data: 0.0142  max mem: 5654
Epoch: [58]  [6100/7393]  eta: 0:10:37  lr: 0.000010  loss: 14.7590 (15.4022)  loss_bbox: 0.1553 (0.1482)  loss_bbox_aux_0: 0.1603 (0.1606)  loss_bbox_aux_1: 0.1488 (0.1529)  loss_bbox_aux_2: 0.1529 (0.1504)  loss_bbox_aux_3: 0.1434 (0.1485)  loss_bbox_aux_4: 0.1552 (0.1481)  loss_bbox_aux_5: 0.2005 (0.1960)  loss_bbox_dn_0: 0.2642 (0.2558)  loss_bbox_dn_1: 0.1874 (0.1864)  loss_bbox_dn_2: 0.1610 (0.1661)  loss_bbox_dn_3: 0.1522 (0.1602)  loss_bbox_dn_4: 0.1473 (0.1589)  loss_bbox_dn_5: 0.1472 (0.1589)  loss_giou: 0.3990 (0.4636)  loss_giou_aux_0: 0.4226 (0.4869)  loss_giou_aux_1: 0.3980 (0.4733)  loss_giou_aux_2: 0.4010 (0.4679)  loss_giou_aux_3: 0.3976 (0.4649)  loss_giou_aux_4: 0.3962 (0.4637)  loss_giou_aux_5: 0.4787 (0.5493)  loss_giou_dn_0: 0.4990 (0.5645)  loss_giou_dn_1: 0.3976 (0.4564)  loss_giou_dn_2: 0.3660 (0.4253)  loss_giou_dn_3: 0.3559 (0.4169)  loss_giou_dn_4: 0.3524 (0.4148)  loss_giou_dn_5: 0.3525 (0.4150)  loss_vfl: 0.6376 (0.6582)  loss_vfl_aux_0: 0.7446 (0.7568)  loss_vfl_aux_1: 0.7085 (0.7137)  loss_vfl_aux_2: 0.6774 (0.6864)  loss_vfl_aux_3: 0.6573 (0.6709)  loss_vfl_aux_4: 0.6449 (0.6624)  loss_vfl_aux_5: 0.7262 (0.7416)  loss_vfl_dn_0: 0.4400 (0.4464)  loss_vfl_dn_1: 0.3726 (0.3807)  loss_vfl_dn_2: 0.3529 (0.3647)  loss_vfl_dn_3: 0.3474 (0.3575)  loss_vfl_dn_4: 0.3442 (0.3550)  loss_vfl_dn_5: 0.3432 (0.3542)  time: 0.4751  data: 0.0142  max mem: 5654
Epoch: [58]  [6200/7393]  eta: 0:09:49  lr: 0.000010  loss: 15.5901 (15.4039)  loss_bbox: 0.1527 (0.1483)  loss_bbox_aux_0: 0.1514 (0.1606)  loss_bbox_aux_1: 0.1516 (0.1530)  loss_bbox_aux_2: 0.1492 (0.1504)  loss_bbox_aux_3: 0.1534 (0.1486)  loss_bbox_aux_4: 0.1517 (0.1481)  loss_bbox_aux_5: 0.1918 (0.1961)  loss_bbox_dn_0: 0.2774 (0.2560)  loss_bbox_dn_1: 0.1929 (0.1865)  loss_bbox_dn_2: 0.1618 (0.1663)  loss_bbox_dn_3: 0.1493 (0.1604)  loss_bbox_dn_4: 0.1473 (0.1590)  loss_bbox_dn_5: 0.1474 (0.1590)  loss_giou: 0.4690 (0.4635)  loss_giou_aux_0: 0.4875 (0.4868)  loss_giou_aux_1: 0.4747 (0.4732)  loss_giou_aux_2: 0.4708 (0.4678)  loss_giou_aux_3: 0.4700 (0.4648)  loss_giou_aux_4: 0.4681 (0.4636)  loss_giou_aux_5: 0.5485 (0.5492)  loss_giou_dn_0: 0.5780 (0.5645)  loss_giou_dn_1: 0.4676 (0.4564)  loss_giou_dn_2: 0.4325 (0.4253)  loss_giou_dn_3: 0.4236 (0.4169)  loss_giou_dn_4: 0.4218 (0.4148)  loss_giou_dn_5: 0.4225 (0.4150)  loss_vfl: 0.6654 (0.6584)  loss_vfl_aux_0: 0.7633 (0.7570)  loss_vfl_aux_1: 0.7134 (0.7139)  loss_vfl_aux_2: 0.6629 (0.6865)  loss_vfl_aux_3: 0.6688 (0.6711)  loss_vfl_aux_4: 0.6603 (0.6626)  loss_vfl_aux_5: 0.7281 (0.7418)  loss_vfl_dn_0: 0.4497 (0.4464)  loss_vfl_dn_1: 0.3821 (0.3807)  loss_vfl_dn_2: 0.3683 (0.3647)  loss_vfl_dn_3: 0.3635 (0.3575)  loss_vfl_dn_4: 0.3620 (0.3550)  loss_vfl_dn_5: 0.3621 (0.3543)  time: 0.4829  data: 0.0141  max mem: 5654
Epoch: [58]  [6300/7393]  eta: 0:08:59  lr: 0.000010  loss: 14.4410 (15.4055)  loss_bbox: 0.1356 (0.1483)  loss_bbox_aux_0: 0.1577 (0.1607)  loss_bbox_aux_1: 0.1457 (0.1530)  loss_bbox_aux_2: 0.1415 (0.1504)  loss_bbox_aux_3: 0.1330 (0.1486)  loss_bbox_aux_4: 0.1368 (0.1482)  loss_bbox_aux_5: 0.1902 (0.1962)  loss_bbox_dn_0: 0.2411 (0.2561)  loss_bbox_dn_1: 0.1776 (0.1866)  loss_bbox_dn_2: 0.1523 (0.1663)  loss_bbox_dn_3: 0.1475 (0.1604)  loss_bbox_dn_4: 0.1472 (0.1590)  loss_bbox_dn_5: 0.1472 (0.1590)  loss_giou: 0.4129 (0.4636)  loss_giou_aux_0: 0.4406 (0.4868)  loss_giou_aux_1: 0.4272 (0.4732)  loss_giou_aux_2: 0.4145 (0.4678)  loss_giou_aux_3: 0.4137 (0.4649)  loss_giou_aux_4: 0.4105 (0.4636)  loss_giou_aux_5: 0.4800 (0.5493)  loss_giou_dn_0: 0.5285 (0.5645)  loss_giou_dn_1: 0.4271 (0.4564)  loss_giou_dn_2: 0.3919 (0.4253)  loss_giou_dn_3: 0.3788 (0.4169)  loss_giou_dn_4: 0.3742 (0.4148)  loss_giou_dn_5: 0.3742 (0.4150)  loss_vfl: 0.6362 (0.6586)  loss_vfl_aux_0: 0.7772 (0.7570)  loss_vfl_aux_1: 0.6855 (0.7139)  loss_vfl_aux_2: 0.6601 (0.6866)  loss_vfl_aux_3: 0.6504 (0.6712)  loss_vfl_aux_4: 0.6471 (0.6627)  loss_vfl_aux_5: 0.7613 (0.7419)  loss_vfl_dn_0: 0.4469 (0.4464)  loss_vfl_dn_1: 0.3775 (0.3807)  loss_vfl_dn_2: 0.3614 (0.3647)  loss_vfl_dn_3: 0.3531 (0.3576)  loss_vfl_dn_4: 0.3508 (0.3550)  loss_vfl_dn_5: 0.3515 (0.3543)  time: 0.4917  data: 0.0141  max mem: 5654
Epoch: [58]  [6400/7393]  eta: 0:08:10  lr: 0.000010  loss: 15.1218 (15.4026)  loss_bbox: 0.1487 (0.1483)  loss_bbox_aux_0: 0.1481 (0.1607)  loss_bbox_aux_1: 0.1550 (0.1530)  loss_bbox_aux_2: 0.1447 (0.1504)  loss_bbox_aux_3: 0.1473 (0.1486)  loss_bbox_aux_4: 0.1474 (0.1481)  loss_bbox_aux_5: 0.1911 (0.1962)  loss_bbox_dn_0: 0.2639 (0.2561)  loss_bbox_dn_1: 0.1686 (0.1866)  loss_bbox_dn_2: 0.1517 (0.1663)  loss_bbox_dn_3: 0.1493 (0.1604)  loss_bbox_dn_4: 0.1478 (0.1591)  loss_bbox_dn_5: 0.1478 (0.1591)  loss_giou: 0.4454 (0.4634)  loss_giou_aux_0: 0.4715 (0.4867)  loss_giou_aux_1: 0.4634 (0.4731)  loss_giou_aux_2: 0.4640 (0.4677)  loss_giou_aux_3: 0.4452 (0.4647)  loss_giou_aux_4: 0.4455 (0.4635)  loss_giou_aux_5: 0.5284 (0.5491)  loss_giou_dn_0: 0.5543 (0.5643)  loss_giou_dn_1: 0.4419 (0.4563)  loss_giou_dn_2: 0.3993 (0.4251)  loss_giou_dn_3: 0.3930 (0.4168)  loss_giou_dn_4: 0.3929 (0.4147)  loss_giou_dn_5: 0.3930 (0.4149)  loss_vfl: 0.6483 (0.6585)  loss_vfl_aux_0: 0.7210 (0.7569)  loss_vfl_aux_1: 0.6795 (0.7137)  loss_vfl_aux_2: 0.6598 (0.6865)  loss_vfl_aux_3: 0.6545 (0.6711)  loss_vfl_aux_4: 0.6518 (0.6627)  loss_vfl_aux_5: 0.7195 (0.7418)  loss_vfl_dn_0: 0.4480 (0.4464)  loss_vfl_dn_1: 0.3733 (0.3807)  loss_vfl_dn_2: 0.3565 (0.3647)  loss_vfl_dn_3: 0.3512 (0.3575)  loss_vfl_dn_4: 0.3496 (0.3550)  loss_vfl_dn_5: 0.3493 (0.3543)  time: 0.4713  data: 0.0143  max mem: 5654
Epoch: [58]  [6500/7393]  eta: 0:07:20  lr: 0.000010  loss: 15.1156 (15.4005)  loss_bbox: 0.1304 (0.1482)  loss_bbox_aux_0: 0.1427 (0.1605)  loss_bbox_aux_1: 0.1354 (0.1529)  loss_bbox_aux_2: 0.1351 (0.1503)  loss_bbox_aux_3: 0.1320 (0.1484)  loss_bbox_aux_4: 0.1291 (0.1480)  loss_bbox_aux_5: 0.1754 (0.1960)  loss_bbox_dn_0: 0.2154 (0.2559)  loss_bbox_dn_1: 0.1565 (0.1864)  loss_bbox_dn_2: 0.1403 (0.1662)  loss_bbox_dn_3: 0.1411 (0.1603)  loss_bbox_dn_4: 0.1389 (0.1589)  loss_bbox_dn_5: 0.1389 (0.1589)  loss_giou: 0.4757 (0.4635)  loss_giou_aux_0: 0.4904 (0.4868)  loss_giou_aux_1: 0.4865 (0.4732)  loss_giou_aux_2: 0.4889 (0.4678)  loss_giou_aux_3: 0.4731 (0.4648)  loss_giou_aux_4: 0.4764 (0.4636)  loss_giou_aux_5: 0.5733 (0.5492)  loss_giou_dn_0: 0.5603 (0.5643)  loss_giou_dn_1: 0.4559 (0.4563)  loss_giou_dn_2: 0.4221 (0.4252)  loss_giou_dn_3: 0.4158 (0.4168)  loss_giou_dn_4: 0.4129 (0.4147)  loss_giou_dn_5: 0.4128 (0.4149)  loss_vfl: 0.6249 (0.6583)  loss_vfl_aux_0: 0.7107 (0.7566)  loss_vfl_aux_1: 0.6774 (0.7135)  loss_vfl_aux_2: 0.6506 (0.6863)  loss_vfl_aux_3: 0.6394 (0.6709)  loss_vfl_aux_4: 0.6502 (0.6625)  loss_vfl_aux_5: 0.7059 (0.7416)  loss_vfl_dn_0: 0.4386 (0.4464)  loss_vfl_dn_1: 0.3792 (0.3807)  loss_vfl_dn_2: 0.3619 (0.3647)  loss_vfl_dn_3: 0.3573 (0.3576)  loss_vfl_dn_4: 0.3541 (0.3550)  loss_vfl_dn_5: 0.3545 (0.3543)  time: 0.4810  data: 0.0138  max mem: 5654
Epoch: [58]  [6600/7393]  eta: 0:06:31  lr: 0.000010  loss: 14.5358 (15.3998)  loss_bbox: 0.1393 (0.1481)  loss_bbox_aux_0: 0.1550 (0.1605)  loss_bbox_aux_1: 0.1396 (0.1529)  loss_bbox_aux_2: 0.1440 (0.1503)  loss_bbox_aux_3: 0.1413 (0.1484)  loss_bbox_aux_4: 0.1393 (0.1480)  loss_bbox_aux_5: 0.1898 (0.1960)  loss_bbox_dn_0: 0.2396 (0.2559)  loss_bbox_dn_1: 0.1749 (0.1865)  loss_bbox_dn_2: 0.1561 (0.1662)  loss_bbox_dn_3: 0.1486 (0.1603)  loss_bbox_dn_4: 0.1468 (0.1589)  loss_bbox_dn_5: 0.1468 (0.1590)  loss_giou: 0.4301 (0.4633)  loss_giou_aux_0: 0.4520 (0.4866)  loss_giou_aux_1: 0.4380 (0.4730)  loss_giou_aux_2: 0.4342 (0.4676)  loss_giou_aux_3: 0.4259 (0.4646)  loss_giou_aux_4: 0.4296 (0.4634)  loss_giou_aux_5: 0.5103 (0.5490)  loss_giou_dn_0: 0.5425 (0.5643)  loss_giou_dn_1: 0.4272 (0.4562)  loss_giou_dn_2: 0.3964 (0.4251)  loss_giou_dn_3: 0.3893 (0.4168)  loss_giou_dn_4: 0.3855 (0.4146)  loss_giou_dn_5: 0.3855 (0.4148)  loss_vfl: 0.6413 (0.6585)  loss_vfl_aux_0: 0.7471 (0.7567)  loss_vfl_aux_1: 0.6915 (0.7136)  loss_vfl_aux_2: 0.6510 (0.6863)  loss_vfl_aux_3: 0.6596 (0.6710)  loss_vfl_aux_4: 0.6474 (0.6626)  loss_vfl_aux_5: 0.7107 (0.7417)  loss_vfl_dn_0: 0.4484 (0.4464)  loss_vfl_dn_1: 0.3819 (0.3807)  loss_vfl_dn_2: 0.3628 (0.3647)  loss_vfl_dn_3: 0.3490 (0.3575)  loss_vfl_dn_4: 0.3464 (0.3550)  loss_vfl_dn_5: 0.3466 (0.3543)  time: 0.4834  data: 0.0146  max mem: 5654
Epoch: [58]  [6700/7393]  eta: 0:05:41  lr: 0.000010  loss: 15.6325 (15.4001)  loss_bbox: 0.1423 (0.1481)  loss_bbox_aux_0: 0.1379 (0.1605)  loss_bbox_aux_1: 0.1486 (0.1529)  loss_bbox_aux_2: 0.1426 (0.1503)  loss_bbox_aux_3: 0.1417 (0.1484)  loss_bbox_aux_4: 0.1487 (0.1480)  loss_bbox_aux_5: 0.1867 (0.1960)  loss_bbox_dn_0: 0.2227 (0.2558)  loss_bbox_dn_1: 0.1662 (0.1864)  loss_bbox_dn_2: 0.1515 (0.1662)  loss_bbox_dn_3: 0.1447 (0.1603)  loss_bbox_dn_4: 0.1429 (0.1589)  loss_bbox_dn_5: 0.1430 (0.1589)  loss_giou: 0.4754 (0.4635)  loss_giou_aux_0: 0.4930 (0.4867)  loss_giou_aux_1: 0.4867 (0.4731)  loss_giou_aux_2: 0.4801 (0.4677)  loss_giou_aux_3: 0.4776 (0.4648)  loss_giou_aux_4: 0.4801 (0.4635)  loss_giou_aux_5: 0.5496 (0.5491)  loss_giou_dn_0: 0.5743 (0.5643)  loss_giou_dn_1: 0.4744 (0.4563)  loss_giou_dn_2: 0.4458 (0.4252)  loss_giou_dn_3: 0.4361 (0.4169)  loss_giou_dn_4: 0.4346 (0.4148)  loss_giou_dn_5: 0.4351 (0.4150)  loss_vfl: 0.6413 (0.6584)  loss_vfl_aux_0: 0.7444 (0.7565)  loss_vfl_aux_1: 0.7041 (0.7134)  loss_vfl_aux_2: 0.6789 (0.6862)  loss_vfl_aux_3: 0.6592 (0.6710)  loss_vfl_aux_4: 0.6443 (0.6625)  loss_vfl_aux_5: 0.7097 (0.7417)  loss_vfl_dn_0: 0.4486 (0.4464)  loss_vfl_dn_1: 0.3861 (0.3807)  loss_vfl_dn_2: 0.3698 (0.3648)  loss_vfl_dn_3: 0.3648 (0.3576)  loss_vfl_dn_4: 0.3614 (0.3550)  loss_vfl_dn_5: 0.3604 (0.3543)  time: 0.4794  data: 0.0138  max mem: 5654
Epoch: [58]  [6800/7393]  eta: 0:04:52  lr: 0.000010  loss: 14.9293 (15.4016)  loss_bbox: 0.1417 (0.1482)  loss_bbox_aux_0: 0.1441 (0.1606)  loss_bbox_aux_1: 0.1350 (0.1529)  loss_bbox_aux_2: 0.1386 (0.1503)  loss_bbox_aux_3: 0.1306 (0.1485)  loss_bbox_aux_4: 0.1427 (0.1480)  loss_bbox_aux_5: 0.1794 (0.1960)  loss_bbox_dn_0: 0.2510 (0.2559)  loss_bbox_dn_1: 0.1718 (0.1865)  loss_bbox_dn_2: 0.1540 (0.1662)  loss_bbox_dn_3: 0.1484 (0.1603)  loss_bbox_dn_4: 0.1491 (0.1590)  loss_bbox_dn_5: 0.1488 (0.1590)  loss_giou: 0.4130 (0.4634)  loss_giou_aux_0: 0.4138 (0.4867)  loss_giou_aux_1: 0.4191 (0.4731)  loss_giou_aux_2: 0.4164 (0.4677)  loss_giou_aux_3: 0.4119 (0.4647)  loss_giou_aux_4: 0.4137 (0.4635)  loss_giou_aux_5: 0.4791 (0.5490)  loss_giou_dn_0: 0.5206 (0.5643)  loss_giou_dn_1: 0.4135 (0.4563)  loss_giou_dn_2: 0.3782 (0.4252)  loss_giou_dn_3: 0.3713 (0.4169)  loss_giou_dn_4: 0.3689 (0.4147)  loss_giou_dn_5: 0.3689 (0.4149)  loss_vfl: 0.6762 (0.6586)  loss_vfl_aux_0: 0.7844 (0.7566)  loss_vfl_aux_1: 0.7171 (0.7135)  loss_vfl_aux_2: 0.6961 (0.6863)  loss_vfl_aux_3: 0.6859 (0.6712)  loss_vfl_aux_4: 0.6753 (0.6627)  loss_vfl_aux_5: 0.7577 (0.7419)  loss_vfl_dn_0: 0.4434 (0.4464)  loss_vfl_dn_1: 0.3741 (0.3807)  loss_vfl_dn_2: 0.3540 (0.3647)  loss_vfl_dn_3: 0.3483 (0.3576)  loss_vfl_dn_4: 0.3438 (0.3550)  loss_vfl_dn_5: 0.3432 (0.3543)  time: 0.4829  data: 0.0140  max mem: 5654
Epoch: [58]  [6900/7393]  eta: 0:04:02  lr: 0.000010  loss: 15.4826 (15.4005)  loss_bbox: 0.1441 (0.1481)  loss_bbox_aux_0: 0.1443 (0.1605)  loss_bbox_aux_1: 0.1438 (0.1529)  loss_bbox_aux_2: 0.1442 (0.1503)  loss_bbox_aux_3: 0.1448 (0.1484)  loss_bbox_aux_4: 0.1423 (0.1480)  loss_bbox_aux_5: 0.1852 (0.1959)  loss_bbox_dn_0: 0.2526 (0.2557)  loss_bbox_dn_1: 0.1934 (0.1864)  loss_bbox_dn_2: 0.1618 (0.1661)  loss_bbox_dn_3: 0.1582 (0.1602)  loss_bbox_dn_4: 0.1534 (0.1588)  loss_bbox_dn_5: 0.1534 (0.1589)  loss_giou: 0.4182 (0.4636)  loss_giou_aux_0: 0.4361 (0.4869)  loss_giou_aux_1: 0.4353 (0.4733)  loss_giou_aux_2: 0.4266 (0.4678)  loss_giou_aux_3: 0.4190 (0.4649)  loss_giou_aux_4: 0.4166 (0.4636)  loss_giou_aux_5: 0.5089 (0.5492)  loss_giou_dn_0: 0.5570 (0.5643)  loss_giou_dn_1: 0.4453 (0.4563)  loss_giou_dn_2: 0.4174 (0.4252)  loss_giou_dn_3: 0.4050 (0.4169)  loss_giou_dn_4: 0.4051 (0.4148)  loss_giou_dn_5: 0.4051 (0.4150)  loss_vfl: 0.6513 (0.6585)  loss_vfl_aux_0: 0.7715 (0.7564)  loss_vfl_aux_1: 0.7273 (0.7134)  loss_vfl_aux_2: 0.7072 (0.6862)  loss_vfl_aux_3: 0.6675 (0.6711)  loss_vfl_aux_4: 0.6513 (0.6626)  loss_vfl_aux_5: 0.7450 (0.7418)  loss_vfl_dn_0: 0.4392 (0.4464)  loss_vfl_dn_1: 0.3767 (0.3807)  loss_vfl_dn_2: 0.3611 (0.3647)  loss_vfl_dn_3: 0.3559 (0.3576)  loss_vfl_dn_4: 0.3525 (0.3550)  loss_vfl_dn_5: 0.3523 (0.3543)  time: 0.4781  data: 0.0138  max mem: 5654
Epoch: [58]  [7000/7393]  eta: 0:03:13  lr: 0.000010  loss: 15.2329 (15.4012)  loss_bbox: 0.1302 (0.1481)  loss_bbox_aux_0: 0.1583 (0.1605)  loss_bbox_aux_1: 0.1465 (0.1529)  loss_bbox_aux_2: 0.1431 (0.1502)  loss_bbox_aux_3: 0.1333 (0.1484)  loss_bbox_aux_4: 0.1362 (0.1480)  loss_bbox_aux_5: 0.2040 (0.1959)  loss_bbox_dn_0: 0.2422 (0.2557)  loss_bbox_dn_1: 0.1794 (0.1864)  loss_bbox_dn_2: 0.1676 (0.1661)  loss_bbox_dn_3: 0.1536 (0.1602)  loss_bbox_dn_4: 0.1521 (0.1588)  loss_bbox_dn_5: 0.1521 (0.1589)  loss_giou: 0.4258 (0.4635)  loss_giou_aux_0: 0.4627 (0.4869)  loss_giou_aux_1: 0.4379 (0.4733)  loss_giou_aux_2: 0.4178 (0.4678)  loss_giou_aux_3: 0.4301 (0.4648)  loss_giou_aux_4: 0.4299 (0.4636)  loss_giou_aux_5: 0.5029 (0.5492)  loss_giou_dn_0: 0.5519 (0.5643)  loss_giou_dn_1: 0.4363 (0.4563)  loss_giou_dn_2: 0.4184 (0.4252)  loss_giou_dn_3: 0.4087 (0.4168)  loss_giou_dn_4: 0.4068 (0.4147)  loss_giou_dn_5: 0.4066 (0.4149)  loss_vfl: 0.6635 (0.6587)  loss_vfl_aux_0: 0.7610 (0.7566)  loss_vfl_aux_1: 0.7128 (0.7134)  loss_vfl_aux_2: 0.6807 (0.6864)  loss_vfl_aux_3: 0.6690 (0.6713)  loss_vfl_aux_4: 0.6639 (0.6628)  loss_vfl_aux_5: 0.7526 (0.7419)  loss_vfl_dn_0: 0.4414 (0.4464)  loss_vfl_dn_1: 0.3750 (0.3807)  loss_vfl_dn_2: 0.3567 (0.3647)  loss_vfl_dn_3: 0.3521 (0.3576)  loss_vfl_dn_4: 0.3512 (0.3550)  loss_vfl_dn_5: 0.3518 (0.3543)  time: 0.4902  data: 0.0137  max mem: 5654
Epoch: [58]  [7100/7393]  eta: 0:02:24  lr: 0.000010  loss: 14.8679 (15.4035)  loss_bbox: 0.1272 (0.1480)  loss_bbox_aux_0: 0.1397 (0.1605)  loss_bbox_aux_1: 0.1251 (0.1529)  loss_bbox_aux_2: 0.1300 (0.1502)  loss_bbox_aux_3: 0.1299 (0.1483)  loss_bbox_aux_4: 0.1264 (0.1479)  loss_bbox_aux_5: 0.1748 (0.1959)  loss_bbox_dn_0: 0.2315 (0.2557)  loss_bbox_dn_1: 0.1617 (0.1863)  loss_bbox_dn_2: 0.1420 (0.1661)  loss_bbox_dn_3: 0.1356 (0.1602)  loss_bbox_dn_4: 0.1349 (0.1588)  loss_bbox_dn_5: 0.1349 (0.1588)  loss_giou: 0.4236 (0.4637)  loss_giou_aux_0: 0.4548 (0.4870)  loss_giou_aux_1: 0.4575 (0.4734)  loss_giou_aux_2: 0.4322 (0.4680)  loss_giou_aux_3: 0.4287 (0.4650)  loss_giou_aux_4: 0.4227 (0.4637)  loss_giou_aux_5: 0.5181 (0.5493)  loss_giou_dn_0: 0.5551 (0.5644)  loss_giou_dn_1: 0.4459 (0.4564)  loss_giou_dn_2: 0.4184 (0.4253)  loss_giou_dn_3: 0.4055 (0.4169)  loss_giou_dn_4: 0.3988 (0.4148)  loss_giou_dn_5: 0.3988 (0.4150)  loss_vfl: 0.6724 (0.6588)  loss_vfl_aux_0: 0.7442 (0.7568)  loss_vfl_aux_1: 0.7323 (0.7136)  loss_vfl_aux_2: 0.6839 (0.6865)  loss_vfl_aux_3: 0.6794 (0.6714)  loss_vfl_aux_4: 0.6748 (0.6629)  loss_vfl_aux_5: 0.7201 (0.7420)  loss_vfl_dn_0: 0.4448 (0.4465)  loss_vfl_dn_1: 0.3824 (0.3807)  loss_vfl_dn_2: 0.3657 (0.3648)  loss_vfl_dn_3: 0.3569 (0.3576)  loss_vfl_dn_4: 0.3548 (0.3550)  loss_vfl_dn_5: 0.3535 (0.3543)  time: 0.4755  data: 0.0141  max mem: 5654
Epoch: [58]  [7200/7393]  eta: 0:01:35  lr: 0.000010  loss: 15.8525 (15.4048)  loss_bbox: 0.1442 (0.1481)  loss_bbox_aux_0: 0.1508 (0.1604)  loss_bbox_aux_1: 0.1420 (0.1528)  loss_bbox_aux_2: 0.1411 (0.1502)  loss_bbox_aux_3: 0.1435 (0.1484)  loss_bbox_aux_4: 0.1466 (0.1479)  loss_bbox_aux_5: 0.1849 (0.1959)  loss_bbox_dn_0: 0.2341 (0.2556)  loss_bbox_dn_1: 0.1612 (0.1863)  loss_bbox_dn_2: 0.1457 (0.1661)  loss_bbox_dn_3: 0.1427 (0.1602)  loss_bbox_dn_4: 0.1414 (0.1588)  loss_bbox_dn_5: 0.1414 (0.1588)  loss_giou: 0.4786 (0.4638)  loss_giou_aux_0: 0.4785 (0.4870)  loss_giou_aux_1: 0.4710 (0.4735)  loss_giou_aux_2: 0.4796 (0.4681)  loss_giou_aux_3: 0.4761 (0.4651)  loss_giou_aux_4: 0.4785 (0.4638)  loss_giou_aux_5: 0.5584 (0.5494)  loss_giou_dn_0: 0.5919 (0.5645)  loss_giou_dn_1: 0.4858 (0.4565)  loss_giou_dn_2: 0.4542 (0.4254)  loss_giou_dn_3: 0.4447 (0.4170)  loss_giou_dn_4: 0.4423 (0.4149)  loss_giou_dn_5: 0.4423 (0.4151)  loss_vfl: 0.6548 (0.6589)  loss_vfl_aux_0: 0.7447 (0.7569)  loss_vfl_aux_1: 0.7082 (0.7137)  loss_vfl_aux_2: 0.6931 (0.6866)  loss_vfl_aux_3: 0.6722 (0.6714)  loss_vfl_aux_4: 0.6572 (0.6630)  loss_vfl_aux_5: 0.7249 (0.7419)  loss_vfl_dn_0: 0.4461 (0.4465)  loss_vfl_dn_1: 0.3813 (0.3807)  loss_vfl_dn_2: 0.3660 (0.3648)  loss_vfl_dn_3: 0.3575 (0.3576)  loss_vfl_dn_4: 0.3575 (0.3551)  loss_vfl_dn_5: 0.3564 (0.3543)  time: 0.4680  data: 0.0137  max mem: 5654
Epoch: [58]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 14.9202 (15.4056)  loss_bbox: 0.1363 (0.1481)  loss_bbox_aux_0: 0.1503 (0.1605)  loss_bbox_aux_1: 0.1428 (0.1529)  loss_bbox_aux_2: 0.1351 (0.1502)  loss_bbox_aux_3: 0.1360 (0.1484)  loss_bbox_aux_4: 0.1363 (0.1480)  loss_bbox_aux_5: 0.1971 (0.1959)  loss_bbox_dn_0: 0.2655 (0.2557)  loss_bbox_dn_1: 0.1881 (0.1864)  loss_bbox_dn_2: 0.1756 (0.1662)  loss_bbox_dn_3: 0.1688 (0.1603)  loss_bbox_dn_4: 0.1630 (0.1589)  loss_bbox_dn_5: 0.1630 (0.1589)  loss_giou: 0.4371 (0.4637)  loss_giou_aux_0: 0.4460 (0.4869)  loss_giou_aux_1: 0.4478 (0.4734)  loss_giou_aux_2: 0.4393 (0.4679)  loss_giou_aux_3: 0.4342 (0.4650)  loss_giou_aux_4: 0.4366 (0.4637)  loss_giou_aux_5: 0.5068 (0.5493)  loss_giou_dn_0: 0.5456 (0.5644)  loss_giou_dn_1: 0.4481 (0.4564)  loss_giou_dn_2: 0.4190 (0.4253)  loss_giou_dn_3: 0.4142 (0.4170)  loss_giou_dn_4: 0.4109 (0.4149)  loss_giou_dn_5: 0.4116 (0.4151)  loss_vfl: 0.6280 (0.6589)  loss_vfl_aux_0: 0.7187 (0.7571)  loss_vfl_aux_1: 0.6760 (0.7138)  loss_vfl_aux_2: 0.6460 (0.6867)  loss_vfl_aux_3: 0.6411 (0.6714)  loss_vfl_aux_4: 0.6250 (0.6630)  loss_vfl_aux_5: 0.6998 (0.7420)  loss_vfl_dn_0: 0.4360 (0.4465)  loss_vfl_dn_1: 0.3813 (0.3807)  loss_vfl_dn_2: 0.3613 (0.3648)  loss_vfl_dn_3: 0.3591 (0.3577)  loss_vfl_dn_4: 0.3540 (0.3551)  loss_vfl_dn_5: 0.3552 (0.3544)  time: 0.4892  data: 0.0140  max mem: 5654
Epoch: [58]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.1658 (15.4058)  loss_bbox: 0.1416 (0.1481)  loss_bbox_aux_0: 0.1674 (0.1605)  loss_bbox_aux_1: 0.1538 (0.1529)  loss_bbox_aux_2: 0.1531 (0.1503)  loss_bbox_aux_3: 0.1436 (0.1484)  loss_bbox_aux_4: 0.1414 (0.1480)  loss_bbox_aux_5: 0.1989 (0.1960)  loss_bbox_dn_0: 0.2625 (0.2559)  loss_bbox_dn_1: 0.1904 (0.1866)  loss_bbox_dn_2: 0.1668 (0.1663)  loss_bbox_dn_3: 0.1569 (0.1604)  loss_bbox_dn_4: 0.1542 (0.1590)  loss_bbox_dn_5: 0.1543 (0.1590)  loss_giou: 0.4199 (0.4635)  loss_giou_aux_0: 0.4467 (0.4867)  loss_giou_aux_1: 0.4389 (0.4732)  loss_giou_aux_2: 0.4385 (0.4678)  loss_giou_aux_3: 0.4281 (0.4648)  loss_giou_aux_4: 0.4186 (0.4635)  loss_giou_aux_5: 0.5210 (0.5490)  loss_giou_dn_0: 0.5469 (0.5643)  loss_giou_dn_1: 0.4328 (0.4563)  loss_giou_dn_2: 0.4059 (0.4252)  loss_giou_dn_3: 0.3970 (0.4169)  loss_giou_dn_4: 0.3955 (0.4148)  loss_giou_dn_5: 0.3955 (0.4150)  loss_vfl: 0.6737 (0.6590)  loss_vfl_aux_0: 0.7804 (0.7574)  loss_vfl_aux_1: 0.7258 (0.7140)  loss_vfl_aux_2: 0.6915 (0.6868)  loss_vfl_aux_3: 0.6636 (0.6715)  loss_vfl_aux_4: 0.6699 (0.6631)  loss_vfl_aux_5: 0.7754 (0.7423)  loss_vfl_dn_0: 0.4529 (0.4465)  loss_vfl_dn_1: 0.3880 (0.3807)  loss_vfl_dn_2: 0.3686 (0.3648)  loss_vfl_dn_3: 0.3602 (0.3576)  loss_vfl_dn_4: 0.3583 (0.3551)  loss_vfl_dn_5: 0.3580 (0.3544)  time: 0.4835  data: 0.0141  max mem: 5654
Epoch: [58] Total time: 1:00:39 (0.4923 s / it)
Averaged stats: lr: 0.000010  loss: 15.1658 (15.4058)  loss_bbox: 0.1416 (0.1481)  loss_bbox_aux_0: 0.1674 (0.1605)  loss_bbox_aux_1: 0.1538 (0.1529)  loss_bbox_aux_2: 0.1531 (0.1503)  loss_bbox_aux_3: 0.1436 (0.1484)  loss_bbox_aux_4: 0.1414 (0.1480)  loss_bbox_aux_5: 0.1989 (0.1960)  loss_bbox_dn_0: 0.2625 (0.2559)  loss_bbox_dn_1: 0.1904 (0.1866)  loss_bbox_dn_2: 0.1668 (0.1663)  loss_bbox_dn_3: 0.1569 (0.1604)  loss_bbox_dn_4: 0.1542 (0.1590)  loss_bbox_dn_5: 0.1543 (0.1590)  loss_giou: 0.4199 (0.4635)  loss_giou_aux_0: 0.4467 (0.4867)  loss_giou_aux_1: 0.4389 (0.4732)  loss_giou_aux_2: 0.4385 (0.4678)  loss_giou_aux_3: 0.4281 (0.4648)  loss_giou_aux_4: 0.4186 (0.4635)  loss_giou_aux_5: 0.5210 (0.5490)  loss_giou_dn_0: 0.5469 (0.5643)  loss_giou_dn_1: 0.4328 (0.4563)  loss_giou_dn_2: 0.4059 (0.4252)  loss_giou_dn_3: 0.3970 (0.4169)  loss_giou_dn_4: 0.3955 (0.4148)  loss_giou_dn_5: 0.3955 (0.4150)  loss_vfl: 0.6737 (0.6590)  loss_vfl_aux_0: 0.7804 (0.7574)  loss_vfl_aux_1: 0.7258 (0.7140)  loss_vfl_aux_2: 0.6915 (0.6868)  loss_vfl_aux_3: 0.6636 (0.6715)  loss_vfl_aux_4: 0.6699 (0.6631)  loss_vfl_aux_5: 0.7754 (0.7423)  loss_vfl_dn_0: 0.4529 (0.4465)  loss_vfl_dn_1: 0.3880 (0.3807)  loss_vfl_dn_2: 0.3686 (0.3648)  loss_vfl_dn_3: 0.3602 (0.3576)  loss_vfl_dn_4: 0.3583 (0.3551)  loss_vfl_dn_5: 0.3580 (0.3544)
Test:  [  0/157]  eta: 0:04:28    time: 1.7100  data: 1.2783  max mem: 5654
Test:  [ 10/157]  eta: 0:01:16    time: 0.5218  data: 0.1408  max mem: 5654
Test:  [ 20/157]  eta: 0:01:03    time: 0.3978  data: 0.0269  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3907  data: 0.0264  max mem: 5654
Test:  [ 40/157]  eta: 0:01:09    time: 0.7264  data: 0.0258  max mem: 5654
Test:  [ 50/157]  eta: 0:00:59    time: 0.7297  data: 0.0257  max mem: 5654
Test:  [ 60/157]  eta: 0:00:51    time: 0.3980  data: 0.0261  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.3956  data: 0.0261  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.4033  data: 0.0263  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.4096  data: 0.0267  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3930  data: 0.0266  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3950  data: 0.0269  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3939  data: 0.0266  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3866  data: 0.0260  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3871  data: 0.0259  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3767  data: 0.0265  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6573  data: 0.0260  max mem: 5654
Test: Total time: 0:01:15 (0.4829 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.05s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.531
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.711
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.573
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.354
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.575
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.708
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.656
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.722
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.548
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.770
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
best_stat:  {'epoch': 57, 'coco_eval_bbox': 0.5317733536715519}
Epoch: [59]  [   0/7393]  eta: 1 day, 1:56:39  lr: 0.000010  loss: 17.2029 (17.2029)  loss_bbox: 0.1449 (0.1449)  loss_bbox_aux_0: 0.1612 (0.1612)  loss_bbox_aux_1: 0.1557 (0.1557)  loss_bbox_aux_2: 0.1485 (0.1485)  loss_bbox_aux_3: 0.1466 (0.1466)  loss_bbox_aux_4: 0.1465 (0.1465)  loss_bbox_aux_5: 0.1856 (0.1856)  loss_bbox_dn_0: 0.2159 (0.2159)  loss_bbox_dn_1: 0.1621 (0.1621)  loss_bbox_dn_2: 0.1440 (0.1440)  loss_bbox_dn_3: 0.1407 (0.1407)  loss_bbox_dn_4: 0.1410 (0.1410)  loss_bbox_dn_5: 0.1410 (0.1410)  loss_giou: 0.6886 (0.6886)  loss_giou_aux_0: 0.7439 (0.7439)  loss_giou_aux_1: 0.7245 (0.7245)  loss_giou_aux_2: 0.7146 (0.7146)  loss_giou_aux_3: 0.6993 (0.6993)  loss_giou_aux_4: 0.6919 (0.6919)  loss_giou_aux_5: 0.7896 (0.7896)  loss_giou_dn_0: 0.6574 (0.6574)  loss_giou_dn_1: 0.5530 (0.5530)  loss_giou_dn_2: 0.5328 (0.5328)  loss_giou_dn_3: 0.5208 (0.5208)  loss_giou_dn_4: 0.5189 (0.5189)  loss_giou_dn_5: 0.5191 (0.5191)  loss_vfl: 0.6196 (0.6196)  loss_vfl_aux_0: 0.6903 (0.6903)  loss_vfl_aux_1: 0.6745 (0.6745)  loss_vfl_aux_2: 0.6306 (0.6306)  loss_vfl_aux_3: 0.6322 (0.6322)  loss_vfl_aux_4: 0.6265 (0.6265)  loss_vfl_aux_5: 0.6911 (0.6911)  loss_vfl_dn_0: 0.4272 (0.4272)  loss_vfl_dn_1: 0.3821 (0.3821)  loss_vfl_dn_2: 0.3653 (0.3653)  loss_vfl_dn_3: 0.3604 (0.3604)  loss_vfl_dn_4: 0.3574 (0.3574)  loss_vfl_dn_5: 0.3574 (0.3574)  time: 12.6335  data: 3.5561  max mem: 5654
Epoch: [59]  [ 100/7393]  eta: 1:14:19  lr: 0.000010  loss: 15.5587 (15.2283)  loss_bbox: 0.1409 (0.1466)  loss_bbox_aux_0: 0.1487 (0.1569)  loss_bbox_aux_1: 0.1428 (0.1511)  loss_bbox_aux_2: 0.1375 (0.1482)  loss_bbox_aux_3: 0.1408 (0.1475)  loss_bbox_aux_4: 0.1409 (0.1469)  loss_bbox_aux_5: 0.1785 (0.1941)  loss_bbox_dn_0: 0.2298 (0.2584)  loss_bbox_dn_1: 0.1841 (0.1876)  loss_bbox_dn_2: 0.1598 (0.1666)  loss_bbox_dn_3: 0.1537 (0.1601)  loss_bbox_dn_4: 0.1500 (0.1585)  loss_bbox_dn_5: 0.1498 (0.1585)  loss_giou: 0.4531 (0.4491)  loss_giou_aux_0: 0.4571 (0.4695)  loss_giou_aux_1: 0.4464 (0.4563)  loss_giou_aux_2: 0.4531 (0.4538)  loss_giou_aux_3: 0.4436 (0.4511)  loss_giou_aux_4: 0.4543 (0.4496)  loss_giou_aux_5: 0.5425 (0.5338)  loss_giou_dn_0: 0.5513 (0.5552)  loss_giou_dn_1: 0.4487 (0.4460)  loss_giou_dn_2: 0.4256 (0.4148)  loss_giou_dn_3: 0.4156 (0.4060)  loss_giou_dn_4: 0.4146 (0.4040)  loss_giou_dn_5: 0.4147 (0.4042)  loss_vfl: 0.6644 (0.6586)  loss_vfl_aux_0: 0.7759 (0.7686)  loss_vfl_aux_1: 0.7197 (0.7241)  loss_vfl_aux_2: 0.7150 (0.6884)  loss_vfl_aux_3: 0.6983 (0.6700)  loss_vfl_aux_4: 0.6605 (0.6600)  loss_vfl_aux_5: 0.7530 (0.7516)  loss_vfl_dn_0: 0.4466 (0.4459)  loss_vfl_dn_1: 0.3781 (0.3767)  loss_vfl_dn_2: 0.3581 (0.3598)  loss_vfl_dn_3: 0.3505 (0.3523)  loss_vfl_dn_4: 0.3470 (0.3491)  loss_vfl_dn_5: 0.3462 (0.3484)  time: 0.4931  data: 0.0158  max mem: 5654
Epoch: [59]  [ 200/7393]  eta: 1:06:15  lr: 0.000010  loss: 15.0079 (15.2953)  loss_bbox: 0.1391 (0.1483)  loss_bbox_aux_0: 0.1494 (0.1595)  loss_bbox_aux_1: 0.1350 (0.1525)  loss_bbox_aux_2: 0.1370 (0.1497)  loss_bbox_aux_3: 0.1396 (0.1491)  loss_bbox_aux_4: 0.1455 (0.1488)  loss_bbox_aux_5: 0.1895 (0.1962)  loss_bbox_dn_0: 0.2228 (0.2582)  loss_bbox_dn_1: 0.1470 (0.1878)  loss_bbox_dn_2: 0.1272 (0.1673)  loss_bbox_dn_3: 0.1206 (0.1610)  loss_bbox_dn_4: 0.1203 (0.1595)  loss_bbox_dn_5: 0.1203 (0.1595)  loss_giou: 0.4950 (0.4566)  loss_giou_aux_0: 0.5158 (0.4784)  loss_giou_aux_1: 0.5074 (0.4655)  loss_giou_aux_2: 0.5013 (0.4618)  loss_giou_aux_3: 0.4917 (0.4582)  loss_giou_aux_4: 0.4949 (0.4574)  loss_giou_aux_5: 0.5726 (0.5419)  loss_giou_dn_0: 0.5867 (0.5589)  loss_giou_dn_1: 0.4608 (0.4510)  loss_giou_dn_2: 0.4269 (0.4202)  loss_giou_dn_3: 0.4175 (0.4119)  loss_giou_dn_4: 0.4165 (0.4098)  loss_giou_dn_5: 0.4163 (0.4101)  loss_vfl: 0.6446 (0.6545)  loss_vfl_aux_0: 0.7306 (0.7595)  loss_vfl_aux_1: 0.7094 (0.7166)  loss_vfl_aux_2: 0.6529 (0.6813)  loss_vfl_aux_3: 0.6508 (0.6667)  loss_vfl_aux_4: 0.6395 (0.6559)  loss_vfl_aux_5: 0.7061 (0.7423)  loss_vfl_dn_0: 0.4398 (0.4453)  loss_vfl_dn_1: 0.3774 (0.3779)  loss_vfl_dn_2: 0.3597 (0.3612)  loss_vfl_dn_3: 0.3517 (0.3536)  loss_vfl_dn_4: 0.3494 (0.3509)  loss_vfl_dn_5: 0.3489 (0.3503)  time: 0.4956  data: 0.0149  max mem: 5654
Epoch: [59]  [ 300/7393]  eta: 1:02:34  lr: 0.000010  loss: 14.9847 (15.3381)  loss_bbox: 0.1487 (0.1477)  loss_bbox_aux_0: 0.1571 (0.1585)  loss_bbox_aux_1: 0.1536 (0.1520)  loss_bbox_aux_2: 0.1438 (0.1489)  loss_bbox_aux_3: 0.1394 (0.1481)  loss_bbox_aux_4: 0.1487 (0.1481)  loss_bbox_aux_5: 0.1863 (0.1951)  loss_bbox_dn_0: 0.2684 (0.2545)  loss_bbox_dn_1: 0.2026 (0.1853)  loss_bbox_dn_2: 0.1775 (0.1652)  loss_bbox_dn_3: 0.1692 (0.1590)  loss_bbox_dn_4: 0.1670 (0.1575)  loss_bbox_dn_5: 0.1671 (0.1575)  loss_giou: 0.4168 (0.4614)  loss_giou_aux_0: 0.4324 (0.4833)  loss_giou_aux_1: 0.4236 (0.4705)  loss_giou_aux_2: 0.4227 (0.4659)  loss_giou_aux_3: 0.4169 (0.4627)  loss_giou_aux_4: 0.4176 (0.4623)  loss_giou_aux_5: 0.5025 (0.5473)  loss_giou_dn_0: 0.5383 (0.5624)  loss_giou_dn_1: 0.4208 (0.4542)  loss_giou_dn_2: 0.3912 (0.4234)  loss_giou_dn_3: 0.3802 (0.4151)  loss_giou_dn_4: 0.3782 (0.4130)  loss_giou_dn_5: 0.3782 (0.4132)  loss_vfl: 0.7112 (0.6555)  loss_vfl_aux_0: 0.7803 (0.7603)  loss_vfl_aux_1: 0.7183 (0.7143)  loss_vfl_aux_2: 0.7122 (0.6828)  loss_vfl_aux_3: 0.7188 (0.6684)  loss_vfl_aux_4: 0.6877 (0.6570)  loss_vfl_aux_5: 0.7395 (0.7397)  loss_vfl_dn_0: 0.4458 (0.4460)  loss_vfl_dn_1: 0.3747 (0.3791)  loss_vfl_dn_2: 0.3615 (0.3627)  loss_vfl_dn_3: 0.3518 (0.3554)  loss_vfl_dn_4: 0.3503 (0.3528)  loss_vfl_dn_5: 0.3507 (0.3521)  time: 0.4675  data: 0.0152  max mem: 5654
Epoch: [59]  [ 400/7393]  eta: 1:00:20  lr: 0.000010  loss: 15.7005 (15.3679)  loss_bbox: 0.1486 (0.1482)  loss_bbox_aux_0: 0.1568 (0.1596)  loss_bbox_aux_1: 0.1488 (0.1529)  loss_bbox_aux_2: 0.1479 (0.1497)  loss_bbox_aux_3: 0.1444 (0.1486)  loss_bbox_aux_4: 0.1430 (0.1486)  loss_bbox_aux_5: 0.1900 (0.1968)  loss_bbox_dn_0: 0.2445 (0.2563)  loss_bbox_dn_1: 0.1719 (0.1865)  loss_bbox_dn_2: 0.1521 (0.1665)  loss_bbox_dn_3: 0.1463 (0.1604)  loss_bbox_dn_4: 0.1466 (0.1589)  loss_bbox_dn_5: 0.1465 (0.1589)  loss_giou: 0.4721 (0.4591)  loss_giou_aux_0: 0.5062 (0.4817)  loss_giou_aux_1: 0.4887 (0.4683)  loss_giou_aux_2: 0.4746 (0.4636)  loss_giou_aux_3: 0.4752 (0.4605)  loss_giou_aux_4: 0.4729 (0.4599)  loss_giou_aux_5: 0.5733 (0.5465)  loss_giou_dn_0: 0.5808 (0.5623)  loss_giou_dn_1: 0.4666 (0.4542)  loss_giou_dn_2: 0.4372 (0.4234)  loss_giou_dn_3: 0.4245 (0.4152)  loss_giou_dn_4: 0.4176 (0.4131)  loss_giou_dn_5: 0.4177 (0.4133)  loss_vfl: 0.6670 (0.6594)  loss_vfl_aux_0: 0.7629 (0.7620)  loss_vfl_aux_1: 0.7510 (0.7183)  loss_vfl_aux_2: 0.7176 (0.6872)  loss_vfl_aux_3: 0.6847 (0.6720)  loss_vfl_aux_4: 0.6827 (0.6613)  loss_vfl_aux_5: 0.7504 (0.7426)  loss_vfl_dn_0: 0.4501 (0.4466)  loss_vfl_dn_1: 0.3818 (0.3799)  loss_vfl_dn_2: 0.3634 (0.3633)  loss_vfl_dn_3: 0.3572 (0.3561)  loss_vfl_dn_4: 0.3538 (0.3534)  loss_vfl_dn_5: 0.3516 (0.3527)  time: 0.4882  data: 0.0157  max mem: 5654
Epoch: [59]  [ 500/7393]  eta: 0:58:41  lr: 0.000010  loss: 15.0161 (15.3591)  loss_bbox: 0.1331 (0.1480)  loss_bbox_aux_0: 0.1457 (0.1593)  loss_bbox_aux_1: 0.1377 (0.1525)  loss_bbox_aux_2: 0.1347 (0.1495)  loss_bbox_aux_3: 0.1341 (0.1483)  loss_bbox_aux_4: 0.1365 (0.1483)  loss_bbox_aux_5: 0.1842 (0.1964)  loss_bbox_dn_0: 0.2182 (0.2562)  loss_bbox_dn_1: 0.1564 (0.1862)  loss_bbox_dn_2: 0.1372 (0.1661)  loss_bbox_dn_3: 0.1320 (0.1601)  loss_bbox_dn_4: 0.1316 (0.1587)  loss_bbox_dn_5: 0.1314 (0.1587)  loss_giou: 0.4518 (0.4600)  loss_giou_aux_0: 0.4767 (0.4828)  loss_giou_aux_1: 0.4584 (0.4692)  loss_giou_aux_2: 0.4596 (0.4645)  loss_giou_aux_3: 0.4482 (0.4613)  loss_giou_aux_4: 0.4519 (0.4606)  loss_giou_aux_5: 0.5387 (0.5470)  loss_giou_dn_0: 0.5746 (0.5629)  loss_giou_dn_1: 0.4642 (0.4548)  loss_giou_dn_2: 0.4309 (0.4240)  loss_giou_dn_3: 0.4207 (0.4158)  loss_giou_dn_4: 0.4197 (0.4137)  loss_giou_dn_5: 0.4197 (0.4139)  loss_vfl: 0.6331 (0.6563)  loss_vfl_aux_0: 0.7286 (0.7602)  loss_vfl_aux_1: 0.6881 (0.7162)  loss_vfl_aux_2: 0.6687 (0.6851)  loss_vfl_aux_3: 0.6385 (0.6687)  loss_vfl_aux_4: 0.6314 (0.6587)  loss_vfl_aux_5: 0.7276 (0.7424)  loss_vfl_dn_0: 0.4470 (0.4465)  loss_vfl_dn_1: 0.3811 (0.3800)  loss_vfl_dn_2: 0.3672 (0.3636)  loss_vfl_dn_3: 0.3580 (0.3563)  loss_vfl_dn_4: 0.3530 (0.3536)  loss_vfl_dn_5: 0.3509 (0.3529)  time: 0.4913  data: 0.0147  max mem: 5654
Epoch: [59]  [ 600/7393]  eta: 0:57:19  lr: 0.000010  loss: 15.8940 (15.3809)  loss_bbox: 0.1424 (0.1486)  loss_bbox_aux_0: 0.1594 (0.1605)  loss_bbox_aux_1: 0.1469 (0.1534)  loss_bbox_aux_2: 0.1461 (0.1504)  loss_bbox_aux_3: 0.1443 (0.1490)  loss_bbox_aux_4: 0.1409 (0.1489)  loss_bbox_aux_5: 0.2048 (0.1968)  loss_bbox_dn_0: 0.2578 (0.2566)  loss_bbox_dn_1: 0.1897 (0.1870)  loss_bbox_dn_2: 0.1719 (0.1670)  loss_bbox_dn_3: 0.1657 (0.1611)  loss_bbox_dn_4: 0.1654 (0.1596)  loss_bbox_dn_5: 0.1653 (0.1596)  loss_giou: 0.4448 (0.4602)  loss_giou_aux_0: 0.4860 (0.4832)  loss_giou_aux_1: 0.4803 (0.4698)  loss_giou_aux_2: 0.4361 (0.4648)  loss_giou_aux_3: 0.4481 (0.4615)  loss_giou_aux_4: 0.4429 (0.4609)  loss_giou_aux_5: 0.5438 (0.5465)  loss_giou_dn_0: 0.5773 (0.5627)  loss_giou_dn_1: 0.4772 (0.4549)  loss_giou_dn_2: 0.4438 (0.4240)  loss_giou_dn_3: 0.4325 (0.4158)  loss_giou_dn_4: 0.4313 (0.4138)  loss_giou_dn_5: 0.4311 (0.4140)  loss_vfl: 0.6770 (0.6584)  loss_vfl_aux_0: 0.7581 (0.7603)  loss_vfl_aux_1: 0.7248 (0.7164)  loss_vfl_aux_2: 0.6837 (0.6860)  loss_vfl_aux_3: 0.6911 (0.6709)  loss_vfl_aux_4: 0.6773 (0.6608)  loss_vfl_aux_5: 0.7694 (0.7447)  loss_vfl_dn_0: 0.4444 (0.4464)  loss_vfl_dn_1: 0.3821 (0.3800)  loss_vfl_dn_2: 0.3652 (0.3635)  loss_vfl_dn_3: 0.3607 (0.3563)  loss_vfl_dn_4: 0.3574 (0.3536)  loss_vfl_dn_5: 0.3578 (0.3530)  time: 0.4881  data: 0.0153  max mem: 5654
Epoch: [59]  [ 700/7393]  eta: 0:56:06  lr: 0.000010  loss: 14.9588 (15.3741)  loss_bbox: 0.1414 (0.1481)  loss_bbox_aux_0: 0.1490 (0.1599)  loss_bbox_aux_1: 0.1444 (0.1528)  loss_bbox_aux_2: 0.1410 (0.1497)  loss_bbox_aux_3: 0.1422 (0.1484)  loss_bbox_aux_4: 0.1408 (0.1484)  loss_bbox_aux_5: 0.1880 (0.1963)  loss_bbox_dn_0: 0.2361 (0.2573)  loss_bbox_dn_1: 0.1716 (0.1875)  loss_bbox_dn_2: 0.1621 (0.1674)  loss_bbox_dn_3: 0.1633 (0.1616)  loss_bbox_dn_4: 0.1634 (0.1602)  loss_bbox_dn_5: 0.1639 (0.1602)  loss_giou: 0.4188 (0.4587)  loss_giou_aux_0: 0.4427 (0.4818)  loss_giou_aux_1: 0.4266 (0.4687)  loss_giou_aux_2: 0.4232 (0.4634)  loss_giou_aux_3: 0.4317 (0.4601)  loss_giou_aux_4: 0.4260 (0.4594)  loss_giou_aux_5: 0.5115 (0.5451)  loss_giou_dn_0: 0.5467 (0.5622)  loss_giou_dn_1: 0.4400 (0.4543)  loss_giou_dn_2: 0.4130 (0.4234)  loss_giou_dn_3: 0.3992 (0.4152)  loss_giou_dn_4: 0.3951 (0.4132)  loss_giou_dn_5: 0.3948 (0.4134)  loss_vfl: 0.6566 (0.6594)  loss_vfl_aux_0: 0.7684 (0.7619)  loss_vfl_aux_1: 0.7042 (0.7169)  loss_vfl_aux_2: 0.6768 (0.6870)  loss_vfl_aux_3: 0.6751 (0.6722)  loss_vfl_aux_4: 0.6606 (0.6620)  loss_vfl_aux_5: 0.7357 (0.7454)  loss_vfl_dn_0: 0.4403 (0.4463)  loss_vfl_dn_1: 0.3683 (0.3799)  loss_vfl_dn_2: 0.3519 (0.3635)  loss_vfl_dn_3: 0.3476 (0.3563)  loss_vfl_dn_4: 0.3456 (0.3536)  loss_vfl_dn_5: 0.3448 (0.3529)  time: 0.4844  data: 0.0145  max mem: 5654
Epoch: [59]  [ 800/7393]  eta: 0:55:10  lr: 0.000010  loss: 15.0603 (15.3797)  loss_bbox: 0.1290 (0.1480)  loss_bbox_aux_0: 0.1472 (0.1601)  loss_bbox_aux_1: 0.1317 (0.1526)  loss_bbox_aux_2: 0.1330 (0.1496)  loss_bbox_aux_3: 0.1305 (0.1482)  loss_bbox_aux_4: 0.1256 (0.1482)  loss_bbox_aux_5: 0.1715 (0.1960)  loss_bbox_dn_0: 0.2126 (0.2571)  loss_bbox_dn_1: 0.1532 (0.1878)  loss_bbox_dn_2: 0.1376 (0.1678)  loss_bbox_dn_3: 0.1329 (0.1619)  loss_bbox_dn_4: 0.1333 (0.1605)  loss_bbox_dn_5: 0.1333 (0.1605)  loss_giou: 0.4592 (0.4596)  loss_giou_aux_0: 0.4926 (0.4829)  loss_giou_aux_1: 0.4708 (0.4695)  loss_giou_aux_2: 0.4605 (0.4642)  loss_giou_aux_3: 0.4565 (0.4608)  loss_giou_aux_4: 0.4583 (0.4602)  loss_giou_aux_5: 0.5244 (0.5460)  loss_giou_dn_0: 0.5644 (0.5628)  loss_giou_dn_1: 0.4457 (0.4547)  loss_giou_dn_2: 0.4215 (0.4237)  loss_giou_dn_3: 0.4088 (0.4155)  loss_giou_dn_4: 0.4089 (0.4135)  loss_giou_dn_5: 0.4090 (0.4137)  loss_vfl: 0.6347 (0.6591)  loss_vfl_aux_0: 0.7303 (0.7608)  loss_vfl_aux_1: 0.6699 (0.7159)  loss_vfl_aux_2: 0.6498 (0.6866)  loss_vfl_aux_3: 0.6473 (0.6719)  loss_vfl_aux_4: 0.6473 (0.6617)  loss_vfl_aux_5: 0.7311 (0.7445)  loss_vfl_dn_0: 0.4349 (0.4462)  loss_vfl_dn_1: 0.3717 (0.3801)  loss_vfl_dn_2: 0.3604 (0.3638)  loss_vfl_dn_3: 0.3522 (0.3566)  loss_vfl_dn_4: 0.3503 (0.3539)  loss_vfl_dn_5: 0.3501 (0.3532)  time: 0.4903  data: 0.0146  max mem: 5654
Epoch: [59]  [ 900/7393]  eta: 0:54:04  lr: 0.000010  loss: 15.3363 (15.3538)  loss_bbox: 0.1334 (0.1483)  loss_bbox_aux_0: 0.1525 (0.1605)  loss_bbox_aux_1: 0.1356 (0.1531)  loss_bbox_aux_2: 0.1328 (0.1501)  loss_bbox_aux_3: 0.1306 (0.1485)  loss_bbox_aux_4: 0.1317 (0.1485)  loss_bbox_aux_5: 0.1860 (0.1963)  loss_bbox_dn_0: 0.2260 (0.2578)  loss_bbox_dn_1: 0.1593 (0.1883)  loss_bbox_dn_2: 0.1429 (0.1682)  loss_bbox_dn_3: 0.1378 (0.1623)  loss_bbox_dn_4: 0.1370 (0.1609)  loss_bbox_dn_5: 0.1370 (0.1609)  loss_giou: 0.4585 (0.4586)  loss_giou_aux_0: 0.4847 (0.4818)  loss_giou_aux_1: 0.4795 (0.4685)  loss_giou_aux_2: 0.4618 (0.4632)  loss_giou_aux_3: 0.4526 (0.4598)  loss_giou_aux_4: 0.4570 (0.4591)  loss_giou_aux_5: 0.5580 (0.5445)  loss_giou_dn_0: 0.5617 (0.5618)  loss_giou_dn_1: 0.4708 (0.4536)  loss_giou_dn_2: 0.4433 (0.4227)  loss_giou_dn_3: 0.4353 (0.4144)  loss_giou_dn_4: 0.4321 (0.4124)  loss_giou_dn_5: 0.4322 (0.4125)  loss_vfl: 0.6193 (0.6572)  loss_vfl_aux_0: 0.7210 (0.7585)  loss_vfl_aux_1: 0.6709 (0.7137)  loss_vfl_aux_2: 0.6435 (0.6843)  loss_vfl_aux_3: 0.6353 (0.6701)  loss_vfl_aux_4: 0.6217 (0.6602)  loss_vfl_aux_5: 0.6995 (0.7421)  loss_vfl_dn_0: 0.4408 (0.4457)  loss_vfl_dn_1: 0.3789 (0.3796)  loss_vfl_dn_2: 0.3637 (0.3633)  loss_vfl_dn_3: 0.3524 (0.3561)  loss_vfl_dn_4: 0.3508 (0.3535)  loss_vfl_dn_5: 0.3524 (0.3528)  time: 0.4814  data: 0.0148  max mem: 5654
Epoch: [59]  [1000/7393]  eta: 0:53:05  lr: 0.000010  loss: 15.0264 (15.3498)  loss_bbox: 0.1477 (0.1482)  loss_bbox_aux_0: 0.1578 (0.1604)  loss_bbox_aux_1: 0.1547 (0.1529)  loss_bbox_aux_2: 0.1424 (0.1500)  loss_bbox_aux_3: 0.1514 (0.1485)  loss_bbox_aux_4: 0.1476 (0.1484)  loss_bbox_aux_5: 0.1988 (0.1964)  loss_bbox_dn_0: 0.2505 (0.2578)  loss_bbox_dn_1: 0.1865 (0.1880)  loss_bbox_dn_2: 0.1686 (0.1679)  loss_bbox_dn_3: 0.1614 (0.1620)  loss_bbox_dn_4: 0.1597 (0.1606)  loss_bbox_dn_5: 0.1598 (0.1606)  loss_giou: 0.4345 (0.4588)  loss_giou_aux_0: 0.4531 (0.4819)  loss_giou_aux_1: 0.4515 (0.4685)  loss_giou_aux_2: 0.4376 (0.4633)  loss_giou_aux_3: 0.4370 (0.4600)  loss_giou_aux_4: 0.4409 (0.4593)  loss_giou_aux_5: 0.5234 (0.5446)  loss_giou_dn_0: 0.5383 (0.5615)  loss_giou_dn_1: 0.4320 (0.4533)  loss_giou_dn_2: 0.4119 (0.4225)  loss_giou_dn_3: 0.4043 (0.4143)  loss_giou_dn_4: 0.4006 (0.4122)  loss_giou_dn_5: 0.4005 (0.4124)  loss_vfl: 0.6432 (0.6569)  loss_vfl_aux_0: 0.7423 (0.7582)  loss_vfl_aux_1: 0.7032 (0.7138)  loss_vfl_aux_2: 0.6853 (0.6843)  loss_vfl_aux_3: 0.6599 (0.6696)  loss_vfl_aux_4: 0.6570 (0.6598)  loss_vfl_aux_5: 0.7352 (0.7418)  loss_vfl_dn_0: 0.4405 (0.4457)  loss_vfl_dn_1: 0.3748 (0.3797)  loss_vfl_dn_2: 0.3601 (0.3633)  loss_vfl_dn_3: 0.3541 (0.3562)  loss_vfl_dn_4: 0.3524 (0.3535)  loss_vfl_dn_5: 0.3505 (0.3528)  time: 0.4835  data: 0.0146  max mem: 5654
Epoch: [59]  [1100/7393]  eta: 0:52:07  lr: 0.000010  loss: 15.3236 (15.3577)  loss_bbox: 0.1585 (0.1482)  loss_bbox_aux_0: 0.1703 (0.1605)  loss_bbox_aux_1: 0.1599 (0.1529)  loss_bbox_aux_2: 0.1583 (0.1501)  loss_bbox_aux_3: 0.1501 (0.1484)  loss_bbox_aux_4: 0.1571 (0.1484)  loss_bbox_aux_5: 0.1986 (0.1966)  loss_bbox_dn_0: 0.2404 (0.2575)  loss_bbox_dn_1: 0.1758 (0.1878)  loss_bbox_dn_2: 0.1585 (0.1676)  loss_bbox_dn_3: 0.1529 (0.1617)  loss_bbox_dn_4: 0.1527 (0.1602)  loss_bbox_dn_5: 0.1529 (0.1603)  loss_giou: 0.4631 (0.4603)  loss_giou_aux_0: 0.4778 (0.4833)  loss_giou_aux_1: 0.4643 (0.4700)  loss_giou_aux_2: 0.4707 (0.4647)  loss_giou_aux_3: 0.4670 (0.4615)  loss_giou_aux_4: 0.4651 (0.4608)  loss_giou_aux_5: 0.5177 (0.5462)  loss_giou_dn_0: 0.5615 (0.5620)  loss_giou_dn_1: 0.4514 (0.4539)  loss_giou_dn_2: 0.4237 (0.4230)  loss_giou_dn_3: 0.4165 (0.4148)  loss_giou_dn_4: 0.4144 (0.4128)  loss_giou_dn_5: 0.4146 (0.4130)  loss_vfl: 0.6304 (0.6564)  loss_vfl_aux_0: 0.7440 (0.7575)  loss_vfl_aux_1: 0.6991 (0.7130)  loss_vfl_aux_2: 0.6640 (0.6837)  loss_vfl_aux_3: 0.6534 (0.6691)  loss_vfl_aux_4: 0.6263 (0.6593)  loss_vfl_aux_5: 0.7377 (0.7410)  loss_vfl_dn_0: 0.4461 (0.4455)  loss_vfl_dn_1: 0.3820 (0.3797)  loss_vfl_dn_2: 0.3644 (0.3634)  loss_vfl_dn_3: 0.3578 (0.3562)  loss_vfl_dn_4: 0.3550 (0.3535)  loss_vfl_dn_5: 0.3555 (0.3529)  time: 0.4805  data: 0.0144  max mem: 5654
Epoch: [59]  [1200/7393]  eta: 0:51:12  lr: 0.000010  loss: 15.0164 (15.3734)  loss_bbox: 0.1350 (0.1480)  loss_bbox_aux_0: 0.1500 (0.1602)  loss_bbox_aux_1: 0.1495 (0.1528)  loss_bbox_aux_2: 0.1407 (0.1499)  loss_bbox_aux_3: 0.1402 (0.1482)  loss_bbox_aux_4: 0.1354 (0.1482)  loss_bbox_aux_5: 0.1906 (0.1963)  loss_bbox_dn_0: 0.2299 (0.2574)  loss_bbox_dn_1: 0.1678 (0.1876)  loss_bbox_dn_2: 0.1550 (0.1673)  loss_bbox_dn_3: 0.1499 (0.1613)  loss_bbox_dn_4: 0.1479 (0.1599)  loss_bbox_dn_5: 0.1479 (0.1599)  loss_giou: 0.4371 (0.4612)  loss_giou_aux_0: 0.4628 (0.4843)  loss_giou_aux_1: 0.4296 (0.4711)  loss_giou_aux_2: 0.4276 (0.4656)  loss_giou_aux_3: 0.4530 (0.4624)  loss_giou_aux_4: 0.4521 (0.4617)  loss_giou_aux_5: 0.5350 (0.5474)  loss_giou_dn_0: 0.5482 (0.5632)  loss_giou_dn_1: 0.4506 (0.4549)  loss_giou_dn_2: 0.4213 (0.4239)  loss_giou_dn_3: 0.4124 (0.4157)  loss_giou_dn_4: 0.4104 (0.4136)  loss_giou_dn_5: 0.4110 (0.4138)  loss_vfl: 0.6202 (0.6571)  loss_vfl_aux_0: 0.7131 (0.7580)  loss_vfl_aux_1: 0.6671 (0.7134)  loss_vfl_aux_2: 0.6316 (0.6846)  loss_vfl_aux_3: 0.6296 (0.6700)  loss_vfl_aux_4: 0.6204 (0.6602)  loss_vfl_aux_5: 0.6858 (0.7415)  loss_vfl_dn_0: 0.4364 (0.4457)  loss_vfl_dn_1: 0.3764 (0.3799)  loss_vfl_dn_2: 0.3583 (0.3636)  loss_vfl_dn_3: 0.3523 (0.3565)  loss_vfl_dn_4: 0.3497 (0.3538)  loss_vfl_dn_5: 0.3481 (0.3531)  time: 0.4756  data: 0.0145  max mem: 5654
Epoch: [59]  [1300/7393]  eta: 0:50:15  lr: 0.000010  loss: 14.6442 (15.3521)  loss_bbox: 0.1493 (0.1483)  loss_bbox_aux_0: 0.1632 (0.1606)  loss_bbox_aux_1: 0.1583 (0.1531)  loss_bbox_aux_2: 0.1496 (0.1503)  loss_bbox_aux_3: 0.1469 (0.1485)  loss_bbox_aux_4: 0.1469 (0.1485)  loss_bbox_aux_5: 0.2071 (0.1968)  loss_bbox_dn_0: 0.2643 (0.2579)  loss_bbox_dn_1: 0.1913 (0.1879)  loss_bbox_dn_2: 0.1685 (0.1675)  loss_bbox_dn_3: 0.1650 (0.1616)  loss_bbox_dn_4: 0.1641 (0.1602)  loss_bbox_dn_5: 0.1641 (0.1602)  loss_giou: 0.4125 (0.4599)  loss_giou_aux_0: 0.4105 (0.4829)  loss_giou_aux_1: 0.3898 (0.4696)  loss_giou_aux_2: 0.4041 (0.4641)  loss_giou_aux_3: 0.4010 (0.4611)  loss_giou_aux_4: 0.4097 (0.4604)  loss_giou_aux_5: 0.4684 (0.5458)  loss_giou_dn_0: 0.5032 (0.5621)  loss_giou_dn_1: 0.3936 (0.4538)  loss_giou_dn_2: 0.3719 (0.4229)  loss_giou_dn_3: 0.3674 (0.4146)  loss_giou_dn_4: 0.3672 (0.4126)  loss_giou_dn_5: 0.3673 (0.4128)  loss_vfl: 0.6383 (0.6556)  loss_vfl_aux_0: 0.7484 (0.7569)  loss_vfl_aux_1: 0.6853 (0.7125)  loss_vfl_aux_2: 0.6719 (0.6835)  loss_vfl_aux_3: 0.6501 (0.6683)  loss_vfl_aux_4: 0.6437 (0.6587)  loss_vfl_aux_5: 0.7392 (0.7411)  loss_vfl_dn_0: 0.4301 (0.4454)  loss_vfl_dn_1: 0.3656 (0.3796)  loss_vfl_dn_2: 0.3504 (0.3634)  loss_vfl_dn_3: 0.3443 (0.3562)  loss_vfl_dn_4: 0.3410 (0.3536)  loss_vfl_dn_5: 0.3404 (0.3529)  time: 0.4801  data: 0.0140  max mem: 5654
Epoch: [59]  [1400/7393]  eta: 0:49:19  lr: 0.000010  loss: 15.3612 (15.3647)  loss_bbox: 0.1367 (0.1485)  loss_bbox_aux_0: 0.1443 (0.1608)  loss_bbox_aux_1: 0.1390 (0.1533)  loss_bbox_aux_2: 0.1379 (0.1504)  loss_bbox_aux_3: 0.1379 (0.1488)  loss_bbox_aux_4: 0.1372 (0.1487)  loss_bbox_aux_5: 0.1807 (0.1969)  loss_bbox_dn_0: 0.2413 (0.2574)  loss_bbox_dn_1: 0.1769 (0.1876)  loss_bbox_dn_2: 0.1583 (0.1673)  loss_bbox_dn_3: 0.1536 (0.1613)  loss_bbox_dn_4: 0.1527 (0.1600)  loss_bbox_dn_5: 0.1528 (0.1600)  loss_giou: 0.4571 (0.4613)  loss_giou_aux_0: 0.4784 (0.4841)  loss_giou_aux_1: 0.4515 (0.4708)  loss_giou_aux_2: 0.4563 (0.4654)  loss_giou_aux_3: 0.4651 (0.4626)  loss_giou_aux_4: 0.4556 (0.4617)  loss_giou_aux_5: 0.5310 (0.5468)  loss_giou_dn_0: 0.5459 (0.5630)  loss_giou_dn_1: 0.4363 (0.4547)  loss_giou_dn_2: 0.4070 (0.4237)  loss_giou_dn_3: 0.3963 (0.4155)  loss_giou_dn_4: 0.3956 (0.4135)  loss_giou_dn_5: 0.3957 (0.4137)  loss_vfl: 0.6461 (0.6553)  loss_vfl_aux_0: 0.7342 (0.7564)  loss_vfl_aux_1: 0.6984 (0.7121)  loss_vfl_aux_2: 0.6607 (0.6834)  loss_vfl_aux_3: 0.6523 (0.6680)  loss_vfl_aux_4: 0.6458 (0.6586)  loss_vfl_aux_5: 0.7140 (0.7411)  loss_vfl_dn_0: 0.4410 (0.4454)  loss_vfl_dn_1: 0.3804 (0.3797)  loss_vfl_dn_2: 0.3596 (0.3636)  loss_vfl_dn_3: 0.3549 (0.3564)  loss_vfl_dn_4: 0.3536 (0.3538)  loss_vfl_dn_5: 0.3516 (0.3531)  time: 0.4802  data: 0.0143  max mem: 5654
Epoch: [59]  [1500/7393]  eta: 0:48:28  lr: 0.000010  loss: 16.1084 (15.3782)  loss_bbox: 0.1364 (0.1485)  loss_bbox_aux_0: 0.1496 (0.1608)  loss_bbox_aux_1: 0.1479 (0.1535)  loss_bbox_aux_2: 0.1427 (0.1505)  loss_bbox_aux_3: 0.1414 (0.1490)  loss_bbox_aux_4: 0.1391 (0.1487)  loss_bbox_aux_5: 0.1932 (0.1972)  loss_bbox_dn_0: 0.2464 (0.2584)  loss_bbox_dn_1: 0.1791 (0.1882)  loss_bbox_dn_2: 0.1549 (0.1678)  loss_bbox_dn_3: 0.1493 (0.1618)  loss_bbox_dn_4: 0.1500 (0.1604)  loss_bbox_dn_5: 0.1500 (0.1604)  loss_giou: 0.4757 (0.4613)  loss_giou_aux_0: 0.5050 (0.4842)  loss_giou_aux_1: 0.4845 (0.4709)  loss_giou_aux_2: 0.4821 (0.4654)  loss_giou_aux_3: 0.4841 (0.4627)  loss_giou_aux_4: 0.4762 (0.4617)  loss_giou_aux_5: 0.5773 (0.5471)  loss_giou_dn_0: 0.6155 (0.5635)  loss_giou_dn_1: 0.4994 (0.4550)  loss_giou_dn_2: 0.4753 (0.4239)  loss_giou_dn_3: 0.4609 (0.4157)  loss_giou_dn_4: 0.4586 (0.4136)  loss_giou_dn_5: 0.4588 (0.4138)  loss_vfl: 0.6569 (0.6564)  loss_vfl_aux_0: 0.7614 (0.7573)  loss_vfl_aux_1: 0.7120 (0.7130)  loss_vfl_aux_2: 0.6892 (0.6843)  loss_vfl_aux_3: 0.6867 (0.6689)  loss_vfl_aux_4: 0.6716 (0.6598)  loss_vfl_aux_5: 0.7236 (0.7415)  loss_vfl_dn_0: 0.4491 (0.4457)  loss_vfl_dn_1: 0.3914 (0.3799)  loss_vfl_dn_2: 0.3758 (0.3638)  loss_vfl_dn_3: 0.3684 (0.3565)  loss_vfl_dn_4: 0.3665 (0.3539)  loss_vfl_dn_5: 0.3666 (0.3533)  time: 0.4793  data: 0.0139  max mem: 5654
Epoch: [59]  [1600/7393]  eta: 0:47:36  lr: 0.000010  loss: 14.5654 (15.3711)  loss_bbox: 0.1274 (0.1484)  loss_bbox_aux_0: 0.1468 (0.1606)  loss_bbox_aux_1: 0.1318 (0.1533)  loss_bbox_aux_2: 0.1296 (0.1503)  loss_bbox_aux_3: 0.1278 (0.1488)  loss_bbox_aux_4: 0.1280 (0.1485)  loss_bbox_aux_5: 0.1866 (0.1971)  loss_bbox_dn_0: 0.2484 (0.2582)  loss_bbox_dn_1: 0.1888 (0.1882)  loss_bbox_dn_2: 0.1656 (0.1677)  loss_bbox_dn_3: 0.1603 (0.1617)  loss_bbox_dn_4: 0.1581 (0.1603)  loss_bbox_dn_5: 0.1577 (0.1603)  loss_giou: 0.4541 (0.4609)  loss_giou_aux_0: 0.4794 (0.4838)  loss_giou_aux_1: 0.4669 (0.4705)  loss_giou_aux_2: 0.4524 (0.4650)  loss_giou_aux_3: 0.4558 (0.4623)  loss_giou_aux_4: 0.4535 (0.4614)  loss_giou_aux_5: 0.5541 (0.5469)  loss_giou_dn_0: 0.5457 (0.5633)  loss_giou_dn_1: 0.4573 (0.4549)  loss_giou_dn_2: 0.4276 (0.4239)  loss_giou_dn_3: 0.4145 (0.4156)  loss_giou_dn_4: 0.4103 (0.4136)  loss_giou_dn_5: 0.4108 (0.4138)  loss_vfl: 0.6196 (0.6560)  loss_vfl_aux_0: 0.7277 (0.7572)  loss_vfl_aux_1: 0.6652 (0.7127)  loss_vfl_aux_2: 0.6349 (0.6839)  loss_vfl_aux_3: 0.6388 (0.6686)  loss_vfl_aux_4: 0.6165 (0.6594)  loss_vfl_aux_5: 0.7319 (0.7412)  loss_vfl_dn_0: 0.4445 (0.4457)  loss_vfl_dn_1: 0.3756 (0.3799)  loss_vfl_dn_2: 0.3577 (0.3637)  loss_vfl_dn_3: 0.3521 (0.3565)  loss_vfl_dn_4: 0.3527 (0.3539)  loss_vfl_dn_5: 0.3504 (0.3532)  time: 0.4804  data: 0.0137  max mem: 5654
Epoch: [59]  [1700/7393]  eta: 0:46:43  lr: 0.000010  loss: 15.2849 (15.3692)  loss_bbox: 0.1338 (0.1483)  loss_bbox_aux_0: 0.1481 (0.1604)  loss_bbox_aux_1: 0.1473 (0.1530)  loss_bbox_aux_2: 0.1328 (0.1501)  loss_bbox_aux_3: 0.1406 (0.1486)  loss_bbox_aux_4: 0.1280 (0.1484)  loss_bbox_aux_5: 0.1891 (0.1967)  loss_bbox_dn_0: 0.2477 (0.2577)  loss_bbox_dn_1: 0.1731 (0.1878)  loss_bbox_dn_2: 0.1468 (0.1673)  loss_bbox_dn_3: 0.1408 (0.1613)  loss_bbox_dn_4: 0.1411 (0.1599)  loss_bbox_dn_5: 0.1411 (0.1599)  loss_giou: 0.4279 (0.4613)  loss_giou_aux_0: 0.4510 (0.4843)  loss_giou_aux_1: 0.4392 (0.4708)  loss_giou_aux_2: 0.4395 (0.4655)  loss_giou_aux_3: 0.4322 (0.4627)  loss_giou_aux_4: 0.4277 (0.4618)  loss_giou_aux_5: 0.5143 (0.5473)  loss_giou_dn_0: 0.5467 (0.5635)  loss_giou_dn_1: 0.4353 (0.4550)  loss_giou_dn_2: 0.4035 (0.4239)  loss_giou_dn_3: 0.3949 (0.4157)  loss_giou_dn_4: 0.3939 (0.4136)  loss_giou_dn_5: 0.3942 (0.4138)  loss_vfl: 0.6604 (0.6559)  loss_vfl_aux_0: 0.7657 (0.7569)  loss_vfl_aux_1: 0.7287 (0.7127)  loss_vfl_aux_2: 0.6852 (0.6836)  loss_vfl_aux_3: 0.6730 (0.6683)  loss_vfl_aux_4: 0.6620 (0.6592)  loss_vfl_aux_5: 0.7411 (0.7409)  loss_vfl_dn_0: 0.4533 (0.4458)  loss_vfl_dn_1: 0.3822 (0.3799)  loss_vfl_dn_2: 0.3631 (0.3637)  loss_vfl_dn_3: 0.3581 (0.3565)  loss_vfl_dn_4: 0.3541 (0.3539)  loss_vfl_dn_5: 0.3532 (0.3532)  time: 0.4819  data: 0.0145  max mem: 5654
Epoch: [59]  [1800/7393]  eta: 0:45:50  lr: 0.000010  loss: 14.8684 (15.3750)  loss_bbox: 0.1369 (0.1486)  loss_bbox_aux_0: 0.1558 (0.1608)  loss_bbox_aux_1: 0.1496 (0.1533)  loss_bbox_aux_2: 0.1470 (0.1505)  loss_bbox_aux_3: 0.1406 (0.1489)  loss_bbox_aux_4: 0.1375 (0.1487)  loss_bbox_aux_5: 0.1852 (0.1972)  loss_bbox_dn_0: 0.2421 (0.2585)  loss_bbox_dn_1: 0.1701 (0.1884)  loss_bbox_dn_2: 0.1518 (0.1678)  loss_bbox_dn_3: 0.1496 (0.1618)  loss_bbox_dn_4: 0.1500 (0.1603)  loss_bbox_dn_5: 0.1501 (0.1604)  loss_giou: 0.3891 (0.4611)  loss_giou_aux_0: 0.4168 (0.4838)  loss_giou_aux_1: 0.3966 (0.4704)  loss_giou_aux_2: 0.3921 (0.4651)  loss_giou_aux_3: 0.3883 (0.4624)  loss_giou_aux_4: 0.3870 (0.4615)  loss_giou_aux_5: 0.4681 (0.5470)  loss_giou_dn_0: 0.5270 (0.5633)  loss_giou_dn_1: 0.4060 (0.4550)  loss_giou_dn_2: 0.3685 (0.4238)  loss_giou_dn_3: 0.3599 (0.4156)  loss_giou_dn_4: 0.3578 (0.4135)  loss_giou_dn_5: 0.3583 (0.4137)  loss_vfl: 0.6715 (0.6562)  loss_vfl_aux_0: 0.7766 (0.7570)  loss_vfl_aux_1: 0.7461 (0.7134)  loss_vfl_aux_2: 0.6919 (0.6841)  loss_vfl_aux_3: 0.6790 (0.6687)  loss_vfl_aux_4: 0.6716 (0.6596)  loss_vfl_aux_5: 0.7232 (0.7413)  loss_vfl_dn_0: 0.4430 (0.4457)  loss_vfl_dn_1: 0.3684 (0.3799)  loss_vfl_dn_2: 0.3571 (0.3638)  loss_vfl_dn_3: 0.3475 (0.3566)  loss_vfl_dn_4: 0.3430 (0.3540)  loss_vfl_dn_5: 0.3419 (0.3533)  time: 0.4902  data: 0.0138  max mem: 5654
Epoch: [59]  [1900/7393]  eta: 0:44:57  lr: 0.000010  loss: 15.2624 (15.3792)  loss_bbox: 0.1466 (0.1487)  loss_bbox_aux_0: 0.1586 (0.1610)  loss_bbox_aux_1: 0.1437 (0.1535)  loss_bbox_aux_2: 0.1498 (0.1507)  loss_bbox_aux_3: 0.1385 (0.1490)  loss_bbox_aux_4: 0.1417 (0.1487)  loss_bbox_aux_5: 0.1810 (0.1973)  loss_bbox_dn_0: 0.2365 (0.2584)  loss_bbox_dn_1: 0.1612 (0.1884)  loss_bbox_dn_2: 0.1472 (0.1678)  loss_bbox_dn_3: 0.1426 (0.1618)  loss_bbox_dn_4: 0.1416 (0.1604)  loss_bbox_dn_5: 0.1417 (0.1604)  loss_giou: 0.4339 (0.4615)  loss_giou_aux_0: 0.4624 (0.4843)  loss_giou_aux_1: 0.4408 (0.4708)  loss_giou_aux_2: 0.4399 (0.4655)  loss_giou_aux_3: 0.4330 (0.4628)  loss_giou_aux_4: 0.4350 (0.4618)  loss_giou_aux_5: 0.5232 (0.5476)  loss_giou_dn_0: 0.5437 (0.5636)  loss_giou_dn_1: 0.4389 (0.4552)  loss_giou_dn_2: 0.4103 (0.4241)  loss_giou_dn_3: 0.4053 (0.4159)  loss_giou_dn_4: 0.4015 (0.4138)  loss_giou_dn_5: 0.4015 (0.4140)  loss_vfl: 0.6646 (0.6561)  loss_vfl_aux_0: 0.7735 (0.7566)  loss_vfl_aux_1: 0.7385 (0.7131)  loss_vfl_aux_2: 0.6912 (0.6838)  loss_vfl_aux_3: 0.6872 (0.6686)  loss_vfl_aux_4: 0.6694 (0.6596)  loss_vfl_aux_5: 0.7443 (0.7410)  loss_vfl_dn_0: 0.4405 (0.4457)  loss_vfl_dn_1: 0.3812 (0.3799)  loss_vfl_dn_2: 0.3644 (0.3638)  loss_vfl_dn_3: 0.3561 (0.3566)  loss_vfl_dn_4: 0.3543 (0.3540)  loss_vfl_dn_5: 0.3538 (0.3533)  time: 0.4790  data: 0.0139  max mem: 5654
Epoch: [59]  [2000/7393]  eta: 0:44:04  lr: 0.000010  loss: 15.1741 (15.3790)  loss_bbox: 0.1417 (0.1486)  loss_bbox_aux_0: 0.1539 (0.1610)  loss_bbox_aux_1: 0.1447 (0.1534)  loss_bbox_aux_2: 0.1411 (0.1506)  loss_bbox_aux_3: 0.1418 (0.1490)  loss_bbox_aux_4: 0.1413 (0.1486)  loss_bbox_aux_5: 0.1978 (0.1972)  loss_bbox_dn_0: 0.2529 (0.2582)  loss_bbox_dn_1: 0.1747 (0.1882)  loss_bbox_dn_2: 0.1568 (0.1676)  loss_bbox_dn_3: 0.1512 (0.1617)  loss_bbox_dn_4: 0.1485 (0.1603)  loss_bbox_dn_5: 0.1485 (0.1603)  loss_giou: 0.3674 (0.4616)  loss_giou_aux_0: 0.4191 (0.4846)  loss_giou_aux_1: 0.3894 (0.4709)  loss_giou_aux_2: 0.3824 (0.4657)  loss_giou_aux_3: 0.3755 (0.4629)  loss_giou_aux_4: 0.3678 (0.4620)  loss_giou_aux_5: 0.4810 (0.5478)  loss_giou_dn_0: 0.4975 (0.5636)  loss_giou_dn_1: 0.3870 (0.4554)  loss_giou_dn_2: 0.3594 (0.4243)  loss_giou_dn_3: 0.3545 (0.4160)  loss_giou_dn_4: 0.3543 (0.4139)  loss_giou_dn_5: 0.3546 (0.4141)  loss_vfl: 0.6546 (0.6561)  loss_vfl_aux_0: 0.7424 (0.7563)  loss_vfl_aux_1: 0.7061 (0.7129)  loss_vfl_aux_2: 0.6800 (0.6837)  loss_vfl_aux_3: 0.6638 (0.6685)  loss_vfl_aux_4: 0.6795 (0.6596)  loss_vfl_aux_5: 0.7272 (0.7407)  loss_vfl_dn_0: 0.4527 (0.4457)  loss_vfl_dn_1: 0.3759 (0.3799)  loss_vfl_dn_2: 0.3626 (0.3639)  loss_vfl_dn_3: 0.3512 (0.3567)  loss_vfl_dn_4: 0.3485 (0.3541)  loss_vfl_dn_5: 0.3473 (0.3534)  time: 0.4919  data: 0.0141  max mem: 5654
Epoch: [59]  [2100/7393]  eta: 0:43:14  lr: 0.000010  loss: 15.0082 (15.3765)  loss_bbox: 0.1509 (0.1486)  loss_bbox_aux_0: 0.1472 (0.1609)  loss_bbox_aux_1: 0.1529 (0.1533)  loss_bbox_aux_2: 0.1589 (0.1506)  loss_bbox_aux_3: 0.1514 (0.1490)  loss_bbox_aux_4: 0.1509 (0.1486)  loss_bbox_aux_5: 0.1848 (0.1970)  loss_bbox_dn_0: 0.2445 (0.2578)  loss_bbox_dn_1: 0.1760 (0.1879)  loss_bbox_dn_2: 0.1517 (0.1673)  loss_bbox_dn_3: 0.1441 (0.1614)  loss_bbox_dn_4: 0.1418 (0.1600)  loss_bbox_dn_5: 0.1419 (0.1600)  loss_giou: 0.4248 (0.4620)  loss_giou_aux_0: 0.4466 (0.4850)  loss_giou_aux_1: 0.4277 (0.4713)  loss_giou_aux_2: 0.4306 (0.4661)  loss_giou_aux_3: 0.4268 (0.4633)  loss_giou_aux_4: 0.4283 (0.4624)  loss_giou_aux_5: 0.5134 (0.5481)  loss_giou_dn_0: 0.5427 (0.5638)  loss_giou_dn_1: 0.4431 (0.4555)  loss_giou_dn_2: 0.4199 (0.4244)  loss_giou_dn_3: 0.4175 (0.4162)  loss_giou_dn_4: 0.4148 (0.4141)  loss_giou_dn_5: 0.4150 (0.4143)  loss_vfl: 0.6476 (0.6556)  loss_vfl_aux_0: 0.7309 (0.7556)  loss_vfl_aux_1: 0.6996 (0.7124)  loss_vfl_aux_2: 0.6716 (0.6829)  loss_vfl_aux_3: 0.6579 (0.6679)  loss_vfl_aux_4: 0.6509 (0.6591)  loss_vfl_aux_5: 0.7192 (0.7403)  loss_vfl_dn_0: 0.4498 (0.4458)  loss_vfl_dn_1: 0.3836 (0.3799)  loss_vfl_dn_2: 0.3664 (0.3639)  loss_vfl_dn_3: 0.3603 (0.3567)  loss_vfl_dn_4: 0.3569 (0.3541)  loss_vfl_dn_5: 0.3568 (0.3535)  time: 0.4864  data: 0.0141  max mem: 5654
Epoch: [59]  [2200/7393]  eta: 0:42:23  lr: 0.000010  loss: 15.2824 (15.3777)  loss_bbox: 0.1340 (0.1485)  loss_bbox_aux_0: 0.1461 (0.1609)  loss_bbox_aux_1: 0.1417 (0.1533)  loss_bbox_aux_2: 0.1358 (0.1506)  loss_bbox_aux_3: 0.1332 (0.1489)  loss_bbox_aux_4: 0.1340 (0.1486)  loss_bbox_aux_5: 0.1825 (0.1969)  loss_bbox_dn_0: 0.2376 (0.2578)  loss_bbox_dn_1: 0.1753 (0.1877)  loss_bbox_dn_2: 0.1544 (0.1672)  loss_bbox_dn_3: 0.1466 (0.1613)  loss_bbox_dn_4: 0.1480 (0.1599)  loss_bbox_dn_5: 0.1480 (0.1599)  loss_giou: 0.4236 (0.4619)  loss_giou_aux_0: 0.4370 (0.4850)  loss_giou_aux_1: 0.4224 (0.4713)  loss_giou_aux_2: 0.4073 (0.4661)  loss_giou_aux_3: 0.4121 (0.4632)  loss_giou_aux_4: 0.4260 (0.4623)  loss_giou_aux_5: 0.5001 (0.5482)  loss_giou_dn_0: 0.5523 (0.5638)  loss_giou_dn_1: 0.4363 (0.4554)  loss_giou_dn_2: 0.4041 (0.4243)  loss_giou_dn_3: 0.3960 (0.4161)  loss_giou_dn_4: 0.3930 (0.4140)  loss_giou_dn_5: 0.3934 (0.4142)  loss_vfl: 0.6574 (0.6560)  loss_vfl_aux_0: 0.7212 (0.7558)  loss_vfl_aux_1: 0.6839 (0.7128)  loss_vfl_aux_2: 0.6693 (0.6833)  loss_vfl_aux_3: 0.6678 (0.6684)  loss_vfl_aux_4: 0.6467 (0.6595)  loss_vfl_aux_5: 0.7197 (0.7406)  loss_vfl_dn_0: 0.4413 (0.4458)  loss_vfl_dn_1: 0.3769 (0.3799)  loss_vfl_dn_2: 0.3653 (0.3639)  loss_vfl_dn_3: 0.3556 (0.3567)  loss_vfl_dn_4: 0.3527 (0.3541)  loss_vfl_dn_5: 0.3535 (0.3534)  time: 0.4833  data: 0.0145  max mem: 5654
Epoch: [59]  [2300/7393]  eta: 0:41:34  lr: 0.000010  loss: 15.6587 (15.3797)  loss_bbox: 0.1381 (0.1484)  loss_bbox_aux_0: 0.1467 (0.1607)  loss_bbox_aux_1: 0.1443 (0.1531)  loss_bbox_aux_2: 0.1396 (0.1505)  loss_bbox_aux_3: 0.1420 (0.1488)  loss_bbox_aux_4: 0.1381 (0.1484)  loss_bbox_aux_5: 0.1854 (0.1966)  loss_bbox_dn_0: 0.2309 (0.2571)  loss_bbox_dn_1: 0.1653 (0.1872)  loss_bbox_dn_2: 0.1505 (0.1668)  loss_bbox_dn_3: 0.1447 (0.1609)  loss_bbox_dn_4: 0.1435 (0.1595)  loss_bbox_dn_5: 0.1435 (0.1595)  loss_giou: 0.4490 (0.4627)  loss_giou_aux_0: 0.4636 (0.4859)  loss_giou_aux_1: 0.4441 (0.4721)  loss_giou_aux_2: 0.4557 (0.4669)  loss_giou_aux_3: 0.4504 (0.4641)  loss_giou_aux_4: 0.4495 (0.4631)  loss_giou_aux_5: 0.5376 (0.5491)  loss_giou_dn_0: 0.5579 (0.5642)  loss_giou_dn_1: 0.4442 (0.4558)  loss_giou_dn_2: 0.4138 (0.4247)  loss_giou_dn_3: 0.4084 (0.4165)  loss_giou_dn_4: 0.4034 (0.4145)  loss_giou_dn_5: 0.4036 (0.4147)  loss_vfl: 0.6645 (0.6558)  loss_vfl_aux_0: 0.7512 (0.7551)  loss_vfl_aux_1: 0.7258 (0.7124)  loss_vfl_aux_2: 0.6831 (0.6830)  loss_vfl_aux_3: 0.6705 (0.6680)  loss_vfl_aux_4: 0.6750 (0.6592)  loss_vfl_aux_5: 0.7667 (0.7400)  loss_vfl_dn_0: 0.4553 (0.4459)  loss_vfl_dn_1: 0.3840 (0.3800)  loss_vfl_dn_2: 0.3688 (0.3640)  loss_vfl_dn_3: 0.3641 (0.3568)  loss_vfl_dn_4: 0.3634 (0.3542)  loss_vfl_dn_5: 0.3625 (0.3535)  time: 0.4891  data: 0.0140  max mem: 5654
Epoch: [59]  [2400/7393]  eta: 0:40:43  lr: 0.000010  loss: 15.2789 (15.3745)  loss_bbox: 0.1539 (0.1483)  loss_bbox_aux_0: 0.1645 (0.1606)  loss_bbox_aux_1: 0.1591 (0.1531)  loss_bbox_aux_2: 0.1570 (0.1504)  loss_bbox_aux_3: 0.1607 (0.1488)  loss_bbox_aux_4: 0.1575 (0.1484)  loss_bbox_aux_5: 0.1990 (0.1965)  loss_bbox_dn_0: 0.2526 (0.2571)  loss_bbox_dn_1: 0.1853 (0.1872)  loss_bbox_dn_2: 0.1683 (0.1668)  loss_bbox_dn_3: 0.1667 (0.1609)  loss_bbox_dn_4: 0.1640 (0.1595)  loss_bbox_dn_5: 0.1640 (0.1596)  loss_giou: 0.4303 (0.4622)  loss_giou_aux_0: 0.4421 (0.4854)  loss_giou_aux_1: 0.4194 (0.4716)  loss_giou_aux_2: 0.4312 (0.4664)  loss_giou_aux_3: 0.4311 (0.4636)  loss_giou_aux_4: 0.4303 (0.4626)  loss_giou_aux_5: 0.4941 (0.5484)  loss_giou_dn_0: 0.5421 (0.5640)  loss_giou_dn_1: 0.4423 (0.4556)  loss_giou_dn_2: 0.4090 (0.4245)  loss_giou_dn_3: 0.3971 (0.4163)  loss_giou_dn_4: 0.3940 (0.4142)  loss_giou_dn_5: 0.3942 (0.4144)  loss_vfl: 0.6465 (0.6558)  loss_vfl_aux_0: 0.7980 (0.7551)  loss_vfl_aux_1: 0.7427 (0.7125)  loss_vfl_aux_2: 0.6719 (0.6829)  loss_vfl_aux_3: 0.6590 (0.6680)  loss_vfl_aux_4: 0.6528 (0.6593)  loss_vfl_aux_5: 0.7532 (0.7400)  loss_vfl_dn_0: 0.4407 (0.4458)  loss_vfl_dn_1: 0.3812 (0.3800)  loss_vfl_dn_2: 0.3674 (0.3641)  loss_vfl_dn_3: 0.3581 (0.3568)  loss_vfl_dn_4: 0.3554 (0.3542)  loss_vfl_dn_5: 0.3554 (0.3535)  time: 0.4771  data: 0.0136  max mem: 5654
Epoch: [59]  [2500/7393]  eta: 0:40:07  lr: 0.000010  loss: 15.5085 (15.3794)  loss_bbox: 0.1445 (0.1485)  loss_bbox_aux_0: 0.1503 (0.1606)  loss_bbox_aux_1: 0.1475 (0.1532)  loss_bbox_aux_2: 0.1439 (0.1505)  loss_bbox_aux_3: 0.1429 (0.1489)  loss_bbox_aux_4: 0.1434 (0.1485)  loss_bbox_aux_5: 0.1769 (0.1963)  loss_bbox_dn_0: 0.2460 (0.2569)  loss_bbox_dn_1: 0.1801 (0.1871)  loss_bbox_dn_2: 0.1679 (0.1668)  loss_bbox_dn_3: 0.1631 (0.1609)  loss_bbox_dn_4: 0.1642 (0.1595)  loss_bbox_dn_5: 0.1642 (0.1595)  loss_giou: 0.4283 (0.4627)  loss_giou_aux_0: 0.4410 (0.4859)  loss_giou_aux_1: 0.4303 (0.4722)  loss_giou_aux_2: 0.4231 (0.4669)  loss_giou_aux_3: 0.4375 (0.4641)  loss_giou_aux_4: 0.4394 (0.4631)  loss_giou_aux_5: 0.4856 (0.5489)  loss_giou_dn_0: 0.5479 (0.5642)  loss_giou_dn_1: 0.4400 (0.4558)  loss_giou_dn_2: 0.4072 (0.4247)  loss_giou_dn_3: 0.3986 (0.4165)  loss_giou_dn_4: 0.3975 (0.4144)  loss_giou_dn_5: 0.3978 (0.4146)  loss_vfl: 0.6542 (0.6557)  loss_vfl_aux_0: 0.7881 (0.7551)  loss_vfl_aux_1: 0.7295 (0.7125)  loss_vfl_aux_2: 0.6997 (0.6828)  loss_vfl_aux_3: 0.6752 (0.6679)  loss_vfl_aux_4: 0.6601 (0.6592)  loss_vfl_aux_5: 0.7566 (0.7401)  loss_vfl_dn_0: 0.4505 (0.4458)  loss_vfl_dn_1: 0.3882 (0.3801)  loss_vfl_dn_2: 0.3691 (0.3642)  loss_vfl_dn_3: 0.3620 (0.3569)  loss_vfl_dn_4: 0.3598 (0.3543)  loss_vfl_dn_5: 0.3569 (0.3536)  time: 0.4769  data: 0.0142  max mem: 5654
Epoch: [59]  [2600/7393]  eta: 0:39:16  lr: 0.000010  loss: 16.1298 (15.3812)  loss_bbox: 0.1415 (0.1487)  loss_bbox_aux_0: 0.1540 (0.1609)  loss_bbox_aux_1: 0.1464 (0.1534)  loss_bbox_aux_2: 0.1397 (0.1507)  loss_bbox_aux_3: 0.1427 (0.1491)  loss_bbox_aux_4: 0.1428 (0.1487)  loss_bbox_aux_5: 0.1881 (0.1966)  loss_bbox_dn_0: 0.2127 (0.2571)  loss_bbox_dn_1: 0.1634 (0.1873)  loss_bbox_dn_2: 0.1466 (0.1668)  loss_bbox_dn_3: 0.1423 (0.1609)  loss_bbox_dn_4: 0.1417 (0.1596)  loss_bbox_dn_5: 0.1418 (0.1596)  loss_giou: 0.4752 (0.4630)  loss_giou_aux_0: 0.4948 (0.4863)  loss_giou_aux_1: 0.4768 (0.4725)  loss_giou_aux_2: 0.4798 (0.4672)  loss_giou_aux_3: 0.4740 (0.4644)  loss_giou_aux_4: 0.4761 (0.4634)  loss_giou_aux_5: 0.5605 (0.5493)  loss_giou_dn_0: 0.5671 (0.5642)  loss_giou_dn_1: 0.4589 (0.4558)  loss_giou_dn_2: 0.4272 (0.4247)  loss_giou_dn_3: 0.4207 (0.4165)  loss_giou_dn_4: 0.4187 (0.4144)  loss_giou_dn_5: 0.4187 (0.4146)  loss_vfl: 0.6583 (0.6555)  loss_vfl_aux_0: 0.7667 (0.7546)  loss_vfl_aux_1: 0.6889 (0.7120)  loss_vfl_aux_2: 0.6904 (0.6825)  loss_vfl_aux_3: 0.6850 (0.6676)  loss_vfl_aux_4: 0.6771 (0.6589)  loss_vfl_aux_5: 0.7497 (0.7398)  loss_vfl_dn_0: 0.4483 (0.4458)  loss_vfl_dn_1: 0.3860 (0.3801)  loss_vfl_dn_2: 0.3703 (0.3642)  loss_vfl_dn_3: 0.3643 (0.3569)  loss_vfl_dn_4: 0.3626 (0.3543)  loss_vfl_dn_5: 0.3628 (0.3536)  time: 0.4945  data: 0.0139  max mem: 5654
Epoch: [59]  [2700/7393]  eta: 0:38:26  lr: 0.000010  loss: 15.7021 (15.3865)  loss_bbox: 0.1470 (0.1487)  loss_bbox_aux_0: 0.1647 (0.1611)  loss_bbox_aux_1: 0.1557 (0.1536)  loss_bbox_aux_2: 0.1547 (0.1508)  loss_bbox_aux_3: 0.1470 (0.1493)  loss_bbox_aux_4: 0.1465 (0.1488)  loss_bbox_aux_5: 0.2020 (0.1969)  loss_bbox_dn_0: 0.2354 (0.2573)  loss_bbox_dn_1: 0.1828 (0.1875)  loss_bbox_dn_2: 0.1651 (0.1671)  loss_bbox_dn_3: 0.1646 (0.1612)  loss_bbox_dn_4: 0.1595 (0.1598)  loss_bbox_dn_5: 0.1595 (0.1598)  loss_giou: 0.4609 (0.4630)  loss_giou_aux_0: 0.5025 (0.4864)  loss_giou_aux_1: 0.4812 (0.4726)  loss_giou_aux_2: 0.4753 (0.4673)  loss_giou_aux_3: 0.4667 (0.4644)  loss_giou_aux_4: 0.4607 (0.4634)  loss_giou_aux_5: 0.5654 (0.5494)  loss_giou_dn_0: 0.5658 (0.5642)  loss_giou_dn_1: 0.4567 (0.4558)  loss_giou_dn_2: 0.4198 (0.4247)  loss_giou_dn_3: 0.4121 (0.4164)  loss_giou_dn_4: 0.4090 (0.4144)  loss_giou_dn_5: 0.4091 (0.4146)  loss_vfl: 0.6529 (0.6558)  loss_vfl_aux_0: 0.7393 (0.7549)  loss_vfl_aux_1: 0.7093 (0.7122)  loss_vfl_aux_2: 0.6770 (0.6826)  loss_vfl_aux_3: 0.6500 (0.6677)  loss_vfl_aux_4: 0.6515 (0.6592)  loss_vfl_aux_5: 0.7351 (0.7400)  loss_vfl_dn_0: 0.4446 (0.4459)  loss_vfl_dn_1: 0.3818 (0.3802)  loss_vfl_dn_2: 0.3679 (0.3643)  loss_vfl_dn_3: 0.3600 (0.3570)  loss_vfl_dn_4: 0.3603 (0.3544)  loss_vfl_dn_5: 0.3598 (0.3537)  time: 0.4742  data: 0.0147  max mem: 5654
Epoch: [59]  [2800/7393]  eta: 0:37:47  lr: 0.000010  loss: 15.9803 (15.3892)  loss_bbox: 0.1402 (0.1487)  loss_bbox_aux_0: 0.1545 (0.1611)  loss_bbox_aux_1: 0.1446 (0.1535)  loss_bbox_aux_2: 0.1448 (0.1508)  loss_bbox_aux_3: 0.1419 (0.1492)  loss_bbox_aux_4: 0.1409 (0.1488)  loss_bbox_aux_5: 0.1819 (0.1968)  loss_bbox_dn_0: 0.2454 (0.2571)  loss_bbox_dn_1: 0.1744 (0.1873)  loss_bbox_dn_2: 0.1527 (0.1669)  loss_bbox_dn_3: 0.1469 (0.1610)  loss_bbox_dn_4: 0.1471 (0.1597)  loss_bbox_dn_5: 0.1472 (0.1597)  loss_giou: 0.4782 (0.4632)  loss_giou_aux_0: 0.5170 (0.4867)  loss_giou_aux_1: 0.5002 (0.4727)  loss_giou_aux_2: 0.4840 (0.4675)  loss_giou_aux_3: 0.4765 (0.4646)  loss_giou_aux_4: 0.4740 (0.4636)  loss_giou_aux_5: 0.5695 (0.5496)  loss_giou_dn_0: 0.5795 (0.5644)  loss_giou_dn_1: 0.4752 (0.4560)  loss_giou_dn_2: 0.4506 (0.4248)  loss_giou_dn_3: 0.4453 (0.4166)  loss_giou_dn_4: 0.4419 (0.4145)  loss_giou_dn_5: 0.4419 (0.4147)  loss_vfl: 0.6630 (0.6558)  loss_vfl_aux_0: 0.7467 (0.7551)  loss_vfl_aux_1: 0.7189 (0.7125)  loss_vfl_aux_2: 0.6935 (0.6828)  loss_vfl_aux_3: 0.6839 (0.6678)  loss_vfl_aux_4: 0.6816 (0.6593)  loss_vfl_aux_5: 0.7291 (0.7403)  loss_vfl_dn_0: 0.4441 (0.4459)  loss_vfl_dn_1: 0.3861 (0.3803)  loss_vfl_dn_2: 0.3725 (0.3644)  loss_vfl_dn_3: 0.3639 (0.3571)  loss_vfl_dn_4: 0.3643 (0.3545)  loss_vfl_dn_5: 0.3623 (0.3538)  time: 0.4812  data: 0.0137  max mem: 5654
Epoch: [59]  [2900/7393]  eta: 0:36:55  lr: 0.000010  loss: 14.9942 (15.3805)  loss_bbox: 0.1292 (0.1487)  loss_bbox_aux_0: 0.1428 (0.1611)  loss_bbox_aux_1: 0.1369 (0.1535)  loss_bbox_aux_2: 0.1364 (0.1507)  loss_bbox_aux_3: 0.1305 (0.1492)  loss_bbox_aux_4: 0.1268 (0.1488)  loss_bbox_aux_5: 0.1835 (0.1968)  loss_bbox_dn_0: 0.2297 (0.2572)  loss_bbox_dn_1: 0.1625 (0.1873)  loss_bbox_dn_2: 0.1411 (0.1669)  loss_bbox_dn_3: 0.1345 (0.1610)  loss_bbox_dn_4: 0.1316 (0.1596)  loss_bbox_dn_5: 0.1316 (0.1596)  loss_giou: 0.4346 (0.4627)  loss_giou_aux_0: 0.4573 (0.4862)  loss_giou_aux_1: 0.4372 (0.4722)  loss_giou_aux_2: 0.4458 (0.4670)  loss_giou_aux_3: 0.4348 (0.4641)  loss_giou_aux_4: 0.4436 (0.4631)  loss_giou_aux_5: 0.5146 (0.5490)  loss_giou_dn_0: 0.5471 (0.5640)  loss_giou_dn_1: 0.4451 (0.4556)  loss_giou_dn_2: 0.4175 (0.4245)  loss_giou_dn_3: 0.4070 (0.4162)  loss_giou_dn_4: 0.4037 (0.4141)  loss_giou_dn_5: 0.4037 (0.4143)  loss_vfl: 0.6410 (0.6555)  loss_vfl_aux_0: 0.7269 (0.7549)  loss_vfl_aux_1: 0.6917 (0.7122)  loss_vfl_aux_2: 0.6709 (0.6825)  loss_vfl_aux_3: 0.6587 (0.6675)  loss_vfl_aux_4: 0.6486 (0.6590)  loss_vfl_aux_5: 0.7424 (0.7402)  loss_vfl_dn_0: 0.4444 (0.4458)  loss_vfl_dn_1: 0.3731 (0.3802)  loss_vfl_dn_2: 0.3547 (0.3643)  loss_vfl_dn_3: 0.3488 (0.3570)  loss_vfl_dn_4: 0.3451 (0.3544)  loss_vfl_dn_5: 0.3452 (0.3537)  time: 0.4840  data: 0.0141  max mem: 5654
Epoch: [59]  [3000/7393]  eta: 0:36:05  lr: 0.000010  loss: 14.8179 (15.3861)  loss_bbox: 0.1428 (0.1488)  loss_bbox_aux_0: 0.1571 (0.1612)  loss_bbox_aux_1: 0.1488 (0.1536)  loss_bbox_aux_2: 0.1487 (0.1508)  loss_bbox_aux_3: 0.1427 (0.1492)  loss_bbox_aux_4: 0.1452 (0.1488)  loss_bbox_aux_5: 0.1940 (0.1967)  loss_bbox_dn_0: 0.2326 (0.2569)  loss_bbox_dn_1: 0.1769 (0.1872)  loss_bbox_dn_2: 0.1547 (0.1667)  loss_bbox_dn_3: 0.1506 (0.1608)  loss_bbox_dn_4: 0.1492 (0.1594)  loss_bbox_dn_5: 0.1492 (0.1595)  loss_giou: 0.4454 (0.4634)  loss_giou_aux_0: 0.4631 (0.4869)  loss_giou_aux_1: 0.4448 (0.4729)  loss_giou_aux_2: 0.4453 (0.4677)  loss_giou_aux_3: 0.4437 (0.4648)  loss_giou_aux_4: 0.4499 (0.4638)  loss_giou_aux_5: 0.5131 (0.5496)  loss_giou_dn_0: 0.5390 (0.5645)  loss_giou_dn_1: 0.4346 (0.4561)  loss_giou_dn_2: 0.4011 (0.4249)  loss_giou_dn_3: 0.3949 (0.4166)  loss_giou_dn_4: 0.3926 (0.4146)  loss_giou_dn_5: 0.3929 (0.4148)  loss_vfl: 0.6439 (0.6554)  loss_vfl_aux_0: 0.7349 (0.7544)  loss_vfl_aux_1: 0.6892 (0.7119)  loss_vfl_aux_2: 0.6602 (0.6823)  loss_vfl_aux_3: 0.6522 (0.6673)  loss_vfl_aux_4: 0.6442 (0.6589)  loss_vfl_aux_5: 0.7070 (0.7400)  loss_vfl_dn_0: 0.4443 (0.4459)  loss_vfl_dn_1: 0.3739 (0.3803)  loss_vfl_dn_2: 0.3629 (0.3644)  loss_vfl_dn_3: 0.3562 (0.3571)  loss_vfl_dn_4: 0.3519 (0.3545)  loss_vfl_dn_5: 0.3512 (0.3538)  time: 0.4707  data: 0.0139  max mem: 5654
Epoch: [59]  [3100/7393]  eta: 0:35:23  lr: 0.000010  loss: 15.8777 (15.3894)  loss_bbox: 0.1350 (0.1486)  loss_bbox_aux_0: 0.1526 (0.1610)  loss_bbox_aux_1: 0.1363 (0.1534)  loss_bbox_aux_2: 0.1388 (0.1506)  loss_bbox_aux_3: 0.1356 (0.1491)  loss_bbox_aux_4: 0.1350 (0.1486)  loss_bbox_aux_5: 0.1868 (0.1964)  loss_bbox_dn_0: 0.2286 (0.2566)  loss_bbox_dn_1: 0.1712 (0.1870)  loss_bbox_dn_2: 0.1456 (0.1666)  loss_bbox_dn_3: 0.1334 (0.1607)  loss_bbox_dn_4: 0.1315 (0.1593)  loss_bbox_dn_5: 0.1315 (0.1593)  loss_giou: 0.5151 (0.4639)  loss_giou_aux_0: 0.5429 (0.4873)  loss_giou_aux_1: 0.5214 (0.4734)  loss_giou_aux_2: 0.5247 (0.4682)  loss_giou_aux_3: 0.5162 (0.4653)  loss_giou_aux_4: 0.5178 (0.4642)  loss_giou_aux_5: 0.6033 (0.5499)  loss_giou_dn_0: 0.5930 (0.5648)  loss_giou_dn_1: 0.4886 (0.4563)  loss_giou_dn_2: 0.4564 (0.4252)  loss_giou_dn_3: 0.4430 (0.4169)  loss_giou_dn_4: 0.4393 (0.4148)  loss_giou_dn_5: 0.4392 (0.4150)  loss_vfl: 0.6342 (0.6556)  loss_vfl_aux_0: 0.7220 (0.7544)  loss_vfl_aux_1: 0.6872 (0.7120)  loss_vfl_aux_2: 0.6485 (0.6826)  loss_vfl_aux_3: 0.6293 (0.6675)  loss_vfl_aux_4: 0.6368 (0.6590)  loss_vfl_aux_5: 0.7185 (0.7401)  loss_vfl_dn_0: 0.4492 (0.4458)  loss_vfl_dn_1: 0.3844 (0.3803)  loss_vfl_dn_2: 0.3687 (0.3644)  loss_vfl_dn_3: 0.3601 (0.3572)  loss_vfl_dn_4: 0.3569 (0.3545)  loss_vfl_dn_5: 0.3595 (0.3538)  time: 0.4830  data: 0.0140  max mem: 5654
Epoch: [59]  [3200/7393]  eta: 0:34:33  lr: 0.000010  loss: 15.2301 (15.3899)  loss_bbox: 0.1407 (0.1486)  loss_bbox_aux_0: 0.1524 (0.1611)  loss_bbox_aux_1: 0.1415 (0.1534)  loss_bbox_aux_2: 0.1406 (0.1507)  loss_bbox_aux_3: 0.1435 (0.1492)  loss_bbox_aux_4: 0.1440 (0.1487)  loss_bbox_aux_5: 0.1903 (0.1965)  loss_bbox_dn_0: 0.2511 (0.2566)  loss_bbox_dn_1: 0.1909 (0.1870)  loss_bbox_dn_2: 0.1680 (0.1666)  loss_bbox_dn_3: 0.1615 (0.1607)  loss_bbox_dn_4: 0.1597 (0.1593)  loss_bbox_dn_5: 0.1597 (0.1593)  loss_giou: 0.4023 (0.4638)  loss_giou_aux_0: 0.4250 (0.4872)  loss_giou_aux_1: 0.4043 (0.4732)  loss_giou_aux_2: 0.4039 (0.4681)  loss_giou_aux_3: 0.4113 (0.4652)  loss_giou_aux_4: 0.4039 (0.4641)  loss_giou_aux_5: 0.4601 (0.5499)  loss_giou_dn_0: 0.5234 (0.5648)  loss_giou_dn_1: 0.4185 (0.4564)  loss_giou_dn_2: 0.3972 (0.4252)  loss_giou_dn_3: 0.3862 (0.4169)  loss_giou_dn_4: 0.3820 (0.4149)  loss_giou_dn_5: 0.3820 (0.4151)  loss_vfl: 0.6685 (0.6557)  loss_vfl_aux_0: 0.7808 (0.7544)  loss_vfl_aux_1: 0.7381 (0.7121)  loss_vfl_aux_2: 0.6941 (0.6826)  loss_vfl_aux_3: 0.6872 (0.6675)  loss_vfl_aux_4: 0.6772 (0.6591)  loss_vfl_aux_5: 0.7597 (0.7402)  loss_vfl_dn_0: 0.4395 (0.4458)  loss_vfl_dn_1: 0.3751 (0.3803)  loss_vfl_dn_2: 0.3568 (0.3644)  loss_vfl_dn_3: 0.3489 (0.3571)  loss_vfl_dn_4: 0.3446 (0.3545)  loss_vfl_dn_5: 0.3434 (0.3538)  time: 0.4755  data: 0.0139  max mem: 5654
Epoch: [59]  [3300/7393]  eta: 0:33:42  lr: 0.000010  loss: 15.1708 (15.3827)  loss_bbox: 0.1243 (0.1486)  loss_bbox_aux_0: 0.1431 (0.1610)  loss_bbox_aux_1: 0.1315 (0.1534)  loss_bbox_aux_2: 0.1334 (0.1507)  loss_bbox_aux_3: 0.1244 (0.1491)  loss_bbox_aux_4: 0.1241 (0.1487)  loss_bbox_aux_5: 0.1800 (0.1964)  loss_bbox_dn_0: 0.2075 (0.2565)  loss_bbox_dn_1: 0.1547 (0.1868)  loss_bbox_dn_2: 0.1351 (0.1665)  loss_bbox_dn_3: 0.1292 (0.1605)  loss_bbox_dn_4: 0.1280 (0.1592)  loss_bbox_dn_5: 0.1280 (0.1592)  loss_giou: 0.4755 (0.4635)  loss_giou_aux_0: 0.4815 (0.4869)  loss_giou_aux_1: 0.4776 (0.4729)  loss_giou_aux_2: 0.4774 (0.4679)  loss_giou_aux_3: 0.4783 (0.4649)  loss_giou_aux_4: 0.4672 (0.4638)  loss_giou_aux_5: 0.5424 (0.5495)  loss_giou_dn_0: 0.5636 (0.5645)  loss_giou_dn_1: 0.4551 (0.4561)  loss_giou_dn_2: 0.4228 (0.4250)  loss_giou_dn_3: 0.4130 (0.4167)  loss_giou_dn_4: 0.4100 (0.4146)  loss_giou_dn_5: 0.4104 (0.4148)  loss_vfl: 0.6257 (0.6554)  loss_vfl_aux_0: 0.7408 (0.7542)  loss_vfl_aux_1: 0.6814 (0.7117)  loss_vfl_aux_2: 0.6590 (0.6822)  loss_vfl_aux_3: 0.6411 (0.6672)  loss_vfl_aux_4: 0.6354 (0.6588)  loss_vfl_aux_5: 0.6979 (0.7399)  loss_vfl_dn_0: 0.4429 (0.4458)  loss_vfl_dn_1: 0.3770 (0.3802)  loss_vfl_dn_2: 0.3630 (0.3643)  loss_vfl_dn_3: 0.3565 (0.3570)  loss_vfl_dn_4: 0.3538 (0.3544)  loss_vfl_dn_5: 0.3534 (0.3537)  time: 0.4849  data: 0.0145  max mem: 5654
Epoch: [59]  [3400/7393]  eta: 0:32:51  lr: 0.000010  loss: 15.4505 (15.3837)  loss_bbox: 0.1399 (0.1486)  loss_bbox_aux_0: 0.1544 (0.1610)  loss_bbox_aux_1: 0.1432 (0.1534)  loss_bbox_aux_2: 0.1389 (0.1507)  loss_bbox_aux_3: 0.1434 (0.1491)  loss_bbox_aux_4: 0.1385 (0.1487)  loss_bbox_aux_5: 0.1893 (0.1964)  loss_bbox_dn_0: 0.2412 (0.2565)  loss_bbox_dn_1: 0.1805 (0.1869)  loss_bbox_dn_2: 0.1712 (0.1665)  loss_bbox_dn_3: 0.1632 (0.1606)  loss_bbox_dn_4: 0.1636 (0.1592)  loss_bbox_dn_5: 0.1637 (0.1592)  loss_giou: 0.4456 (0.4633)  loss_giou_aux_0: 0.4659 (0.4867)  loss_giou_aux_1: 0.4432 (0.4728)  loss_giou_aux_2: 0.4409 (0.4676)  loss_giou_aux_3: 0.4437 (0.4646)  loss_giou_aux_4: 0.4472 (0.4635)  loss_giou_aux_5: 0.5315 (0.5494)  loss_giou_dn_0: 0.5737 (0.5644)  loss_giou_dn_1: 0.4469 (0.4560)  loss_giou_dn_2: 0.4175 (0.4249)  loss_giou_dn_3: 0.4085 (0.4166)  loss_giou_dn_4: 0.4053 (0.4145)  loss_giou_dn_5: 0.4052 (0.4147)  loss_vfl: 0.6657 (0.6559)  loss_vfl_aux_0: 0.7835 (0.7544)  loss_vfl_aux_1: 0.7397 (0.7120)  loss_vfl_aux_2: 0.7019 (0.6826)  loss_vfl_aux_3: 0.6888 (0.6677)  loss_vfl_aux_4: 0.6818 (0.6593)  loss_vfl_aux_5: 0.7512 (0.7401)  loss_vfl_dn_0: 0.4594 (0.4459)  loss_vfl_dn_1: 0.3856 (0.3802)  loss_vfl_dn_2: 0.3718 (0.3643)  loss_vfl_dn_3: 0.3632 (0.3571)  loss_vfl_dn_4: 0.3616 (0.3545)  loss_vfl_dn_5: 0.3606 (0.3538)  time: 0.4820  data: 0.0138  max mem: 5654
Epoch: [59]  [3500/7393]  eta: 0:32:00  lr: 0.000010  loss: 15.5893 (15.3859)  loss_bbox: 0.1530 (0.1486)  loss_bbox_aux_0: 0.1565 (0.1610)  loss_bbox_aux_1: 0.1596 (0.1534)  loss_bbox_aux_2: 0.1528 (0.1507)  loss_bbox_aux_3: 0.1492 (0.1491)  loss_bbox_aux_4: 0.1526 (0.1488)  loss_bbox_aux_5: 0.1775 (0.1963)  loss_bbox_dn_0: 0.2222 (0.2565)  loss_bbox_dn_1: 0.1656 (0.1870)  loss_bbox_dn_2: 0.1467 (0.1666)  loss_bbox_dn_3: 0.1429 (0.1607)  loss_bbox_dn_4: 0.1421 (0.1594)  loss_bbox_dn_5: 0.1421 (0.1594)  loss_giou: 0.4801 (0.4636)  loss_giou_aux_0: 0.5147 (0.4870)  loss_giou_aux_1: 0.5039 (0.4731)  loss_giou_aux_2: 0.4876 (0.4680)  loss_giou_aux_3: 0.4735 (0.4650)  loss_giou_aux_4: 0.4888 (0.4639)  loss_giou_aux_5: 0.5614 (0.5496)  loss_giou_dn_0: 0.5709 (0.5646)  loss_giou_dn_1: 0.4699 (0.4563)  loss_giou_dn_2: 0.4483 (0.4252)  loss_giou_dn_3: 0.4424 (0.4169)  loss_giou_dn_4: 0.4420 (0.4148)  loss_giou_dn_5: 0.4424 (0.4150)  loss_vfl: 0.6148 (0.6556)  loss_vfl_aux_0: 0.7116 (0.7540)  loss_vfl_aux_1: 0.6529 (0.7117)  loss_vfl_aux_2: 0.6472 (0.6823)  loss_vfl_aux_3: 0.6478 (0.6675)  loss_vfl_aux_4: 0.6164 (0.6590)  loss_vfl_aux_5: 0.7012 (0.7399)  loss_vfl_dn_0: 0.4404 (0.4459)  loss_vfl_dn_1: 0.3737 (0.3802)  loss_vfl_dn_2: 0.3563 (0.3643)  loss_vfl_dn_3: 0.3530 (0.3570)  loss_vfl_dn_4: 0.3507 (0.3544)  loss_vfl_dn_5: 0.3494 (0.3537)  time: 0.4679  data: 0.0138  max mem: 5654
Epoch: [59]  [3600/7393]  eta: 0:31:17  lr: 0.000010  loss: 15.2555 (15.3884)  loss_bbox: 0.1372 (0.1486)  loss_bbox_aux_0: 0.1477 (0.1610)  loss_bbox_aux_1: 0.1424 (0.1534)  loss_bbox_aux_2: 0.1396 (0.1507)  loss_bbox_aux_3: 0.1324 (0.1491)  loss_bbox_aux_4: 0.1372 (0.1487)  loss_bbox_aux_5: 0.1707 (0.1963)  loss_bbox_dn_0: 0.2651 (0.2566)  loss_bbox_dn_1: 0.1907 (0.1871)  loss_bbox_dn_2: 0.1663 (0.1668)  loss_bbox_dn_3: 0.1606 (0.1609)  loss_bbox_dn_4: 0.1566 (0.1595)  loss_bbox_dn_5: 0.1566 (0.1595)  loss_giou: 0.4651 (0.4634)  loss_giou_aux_0: 0.4776 (0.4867)  loss_giou_aux_1: 0.4681 (0.4728)  loss_giou_aux_2: 0.4672 (0.4677)  loss_giou_aux_3: 0.4675 (0.4648)  loss_giou_aux_4: 0.4706 (0.4637)  loss_giou_aux_5: 0.5426 (0.5494)  loss_giou_dn_0: 0.5773 (0.5645)  loss_giou_dn_1: 0.4702 (0.4562)  loss_giou_dn_2: 0.4372 (0.4252)  loss_giou_dn_3: 0.4309 (0.4169)  loss_giou_dn_4: 0.4267 (0.4148)  loss_giou_dn_5: 0.4269 (0.4150)  loss_vfl: 0.6591 (0.6559)  loss_vfl_aux_0: 0.7652 (0.7546)  loss_vfl_aux_1: 0.6962 (0.7122)  loss_vfl_aux_2: 0.6696 (0.6827)  loss_vfl_aux_3: 0.6594 (0.6678)  loss_vfl_aux_4: 0.6592 (0.6593)  loss_vfl_aux_5: 0.7482 (0.7404)  loss_vfl_dn_0: 0.4506 (0.4460)  loss_vfl_dn_1: 0.3856 (0.3803)  loss_vfl_dn_2: 0.3725 (0.3644)  loss_vfl_dn_3: 0.3647 (0.3571)  loss_vfl_dn_4: 0.3617 (0.3545)  loss_vfl_dn_5: 0.3604 (0.3538)  time: 0.4819  data: 0.0143  max mem: 5654
Epoch: [59]  [3700/7393]  eta: 0:30:26  lr: 0.000010  loss: 14.8634 (15.3872)  loss_bbox: 0.1370 (0.1486)  loss_bbox_aux_0: 0.1460 (0.1610)  loss_bbox_aux_1: 0.1433 (0.1533)  loss_bbox_aux_2: 0.1439 (0.1506)  loss_bbox_aux_3: 0.1438 (0.1491)  loss_bbox_aux_4: 0.1371 (0.1487)  loss_bbox_aux_5: 0.1865 (0.1963)  loss_bbox_dn_0: 0.2281 (0.2566)  loss_bbox_dn_1: 0.1671 (0.1871)  loss_bbox_dn_2: 0.1507 (0.1668)  loss_bbox_dn_3: 0.1453 (0.1609)  loss_bbox_dn_4: 0.1428 (0.1595)  loss_bbox_dn_5: 0.1429 (0.1595)  loss_giou: 0.4357 (0.4632)  loss_giou_aux_0: 0.4516 (0.4865)  loss_giou_aux_1: 0.4526 (0.4727)  loss_giou_aux_2: 0.4296 (0.4676)  loss_giou_aux_3: 0.4314 (0.4646)  loss_giou_aux_4: 0.4307 (0.4635)  loss_giou_aux_5: 0.5180 (0.5491)  loss_giou_dn_0: 0.5486 (0.5644)  loss_giou_dn_1: 0.4411 (0.4561)  loss_giou_dn_2: 0.3976 (0.4250)  loss_giou_dn_3: 0.3879 (0.4168)  loss_giou_dn_4: 0.3852 (0.4147)  loss_giou_dn_5: 0.3858 (0.4149)  loss_vfl: 0.6590 (0.6560)  loss_vfl_aux_0: 0.7578 (0.7549)  loss_vfl_aux_1: 0.7092 (0.7125)  loss_vfl_aux_2: 0.6858 (0.6829)  loss_vfl_aux_3: 0.6641 (0.6678)  loss_vfl_aux_4: 0.6556 (0.6594)  loss_vfl_aux_5: 0.7657 (0.7406)  loss_vfl_dn_0: 0.4542 (0.4460)  loss_vfl_dn_1: 0.3755 (0.3803)  loss_vfl_dn_2: 0.3580 (0.3644)  loss_vfl_dn_3: 0.3516 (0.3571)  loss_vfl_dn_4: 0.3504 (0.3545)  loss_vfl_dn_5: 0.3492 (0.3538)  time: 0.4878  data: 0.0134  max mem: 5654
Epoch: [59]  [3800/7393]  eta: 0:29:35  lr: 0.000010  loss: 15.0362 (15.3862)  loss_bbox: 0.1339 (0.1486)  loss_bbox_aux_0: 0.1528 (0.1609)  loss_bbox_aux_1: 0.1425 (0.1533)  loss_bbox_aux_2: 0.1392 (0.1507)  loss_bbox_aux_3: 0.1349 (0.1491)  loss_bbox_aux_4: 0.1341 (0.1487)  loss_bbox_aux_5: 0.1797 (0.1961)  loss_bbox_dn_0: 0.2201 (0.2567)  loss_bbox_dn_1: 0.1616 (0.1872)  loss_bbox_dn_2: 0.1446 (0.1669)  loss_bbox_dn_3: 0.1390 (0.1610)  loss_bbox_dn_4: 0.1362 (0.1596)  loss_bbox_dn_5: 0.1362 (0.1596)  loss_giou: 0.4398 (0.4631)  loss_giou_aux_0: 0.4691 (0.4864)  loss_giou_aux_1: 0.4511 (0.4726)  loss_giou_aux_2: 0.4469 (0.4675)  loss_giou_aux_3: 0.4370 (0.4645)  loss_giou_aux_4: 0.4370 (0.4634)  loss_giou_aux_5: 0.5381 (0.5490)  loss_giou_dn_0: 0.5616 (0.5644)  loss_giou_dn_1: 0.4454 (0.4561)  loss_giou_dn_2: 0.4067 (0.4250)  loss_giou_dn_3: 0.3958 (0.4167)  loss_giou_dn_4: 0.3917 (0.4146)  loss_giou_dn_5: 0.3919 (0.4148)  loss_vfl: 0.6341 (0.6558)  loss_vfl_aux_0: 0.7193 (0.7549)  loss_vfl_aux_1: 0.6936 (0.7125)  loss_vfl_aux_2: 0.6602 (0.6828)  loss_vfl_aux_3: 0.6562 (0.6677)  loss_vfl_aux_4: 0.6513 (0.6593)  loss_vfl_aux_5: 0.7274 (0.7407)  loss_vfl_dn_0: 0.4441 (0.4460)  loss_vfl_dn_1: 0.3790 (0.3803)  loss_vfl_dn_2: 0.3663 (0.3643)  loss_vfl_dn_3: 0.3604 (0.3571)  loss_vfl_dn_4: 0.3555 (0.3545)  loss_vfl_dn_5: 0.3561 (0.3538)  time: 0.4963  data: 0.0149  max mem: 5654
Epoch: [59]  [3900/7393]  eta: 0:28:44  lr: 0.000010  loss: 15.1189 (15.3882)  loss_bbox: 0.1412 (0.1486)  loss_bbox_aux_0: 0.1510 (0.1608)  loss_bbox_aux_1: 0.1411 (0.1533)  loss_bbox_aux_2: 0.1344 (0.1507)  loss_bbox_aux_3: 0.1350 (0.1491)  loss_bbox_aux_4: 0.1380 (0.1487)  loss_bbox_aux_5: 0.1781 (0.1960)  loss_bbox_dn_0: 0.2397 (0.2567)  loss_bbox_dn_1: 0.1751 (0.1873)  loss_bbox_dn_2: 0.1558 (0.1669)  loss_bbox_dn_3: 0.1494 (0.1611)  loss_bbox_dn_4: 0.1475 (0.1597)  loss_bbox_dn_5: 0.1475 (0.1597)  loss_giou: 0.4588 (0.4632)  loss_giou_aux_0: 0.4726 (0.4863)  loss_giou_aux_1: 0.4621 (0.4726)  loss_giou_aux_2: 0.4589 (0.4676)  loss_giou_aux_3: 0.4621 (0.4646)  loss_giou_aux_4: 0.4604 (0.4635)  loss_giou_aux_5: 0.5367 (0.5489)  loss_giou_dn_0: 0.5448 (0.5643)  loss_giou_dn_1: 0.4502 (0.4561)  loss_giou_dn_2: 0.4174 (0.4250)  loss_giou_dn_3: 0.4085 (0.4167)  loss_giou_dn_4: 0.4072 (0.4146)  loss_giou_dn_5: 0.4073 (0.4148)  loss_vfl: 0.6834 (0.6561)  loss_vfl_aux_0: 0.7724 (0.7552)  loss_vfl_aux_1: 0.7428 (0.7126)  loss_vfl_aux_2: 0.6967 (0.6829)  loss_vfl_aux_3: 0.6992 (0.6680)  loss_vfl_aux_4: 0.6871 (0.6596)  loss_vfl_aux_5: 0.7576 (0.7411)  loss_vfl_dn_0: 0.4497 (0.4460)  loss_vfl_dn_1: 0.3791 (0.3803)  loss_vfl_dn_2: 0.3646 (0.3643)  loss_vfl_dn_3: 0.3593 (0.3571)  loss_vfl_dn_4: 0.3581 (0.3545)  loss_vfl_dn_5: 0.3563 (0.3538)  time: 0.4734  data: 0.0138  max mem: 5654
Epoch: [59]  [4000/7393]  eta: 0:27:53  lr: 0.000010  loss: 15.2659 (15.3852)  loss_bbox: 0.1465 (0.1485)  loss_bbox_aux_0: 0.1596 (0.1608)  loss_bbox_aux_1: 0.1507 (0.1532)  loss_bbox_aux_2: 0.1458 (0.1506)  loss_bbox_aux_3: 0.1469 (0.1491)  loss_bbox_aux_4: 0.1448 (0.1486)  loss_bbox_aux_5: 0.1943 (0.1961)  loss_bbox_dn_0: 0.2523 (0.2568)  loss_bbox_dn_1: 0.1846 (0.1873)  loss_bbox_dn_2: 0.1664 (0.1670)  loss_bbox_dn_3: 0.1625 (0.1611)  loss_bbox_dn_4: 0.1614 (0.1597)  loss_bbox_dn_5: 0.1614 (0.1597)  loss_giou: 0.4234 (0.4628)  loss_giou_aux_0: 0.4406 (0.4859)  loss_giou_aux_1: 0.4223 (0.4722)  loss_giou_aux_2: 0.4116 (0.4672)  loss_giou_aux_3: 0.4297 (0.4641)  loss_giou_aux_4: 0.4270 (0.4630)  loss_giou_aux_5: 0.5307 (0.5485)  loss_giou_dn_0: 0.5571 (0.5641)  loss_giou_dn_1: 0.4415 (0.4559)  loss_giou_dn_2: 0.4058 (0.4248)  loss_giou_dn_3: 0.3949 (0.4165)  loss_giou_dn_4: 0.3940 (0.4144)  loss_giou_dn_5: 0.3940 (0.4146)  loss_vfl: 0.6627 (0.6562)  loss_vfl_aux_0: 0.7401 (0.7555)  loss_vfl_aux_1: 0.7093 (0.7129)  loss_vfl_aux_2: 0.6712 (0.6830)  loss_vfl_aux_3: 0.6565 (0.6681)  loss_vfl_aux_4: 0.6647 (0.6598)  loss_vfl_aux_5: 0.7424 (0.7415)  loss_vfl_dn_0: 0.4370 (0.4460)  loss_vfl_dn_1: 0.3697 (0.3802)  loss_vfl_dn_2: 0.3565 (0.3643)  loss_vfl_dn_3: 0.3542 (0.3571)  loss_vfl_dn_4: 0.3525 (0.3545)  loss_vfl_dn_5: 0.3528 (0.3538)  time: 0.4763  data: 0.0138  max mem: 5654
Epoch: [59]  [4100/7393]  eta: 0:27:03  lr: 0.000010  loss: 15.1876 (15.3820)  loss_bbox: 0.1439 (0.1483)  loss_bbox_aux_0: 0.1598 (0.1606)  loss_bbox_aux_1: 0.1526 (0.1531)  loss_bbox_aux_2: 0.1403 (0.1504)  loss_bbox_aux_3: 0.1440 (0.1489)  loss_bbox_aux_4: 0.1436 (0.1484)  loss_bbox_aux_5: 0.1768 (0.1958)  loss_bbox_dn_0: 0.2211 (0.2566)  loss_bbox_dn_1: 0.1579 (0.1870)  loss_bbox_dn_2: 0.1414 (0.1667)  loss_bbox_dn_3: 0.1339 (0.1608)  loss_bbox_dn_4: 0.1327 (0.1594)  loss_bbox_dn_5: 0.1327 (0.1594)  loss_giou: 0.4695 (0.4630)  loss_giou_aux_0: 0.4800 (0.4860)  loss_giou_aux_1: 0.4719 (0.4724)  loss_giou_aux_2: 0.4688 (0.4673)  loss_giou_aux_3: 0.4709 (0.4643)  loss_giou_aux_4: 0.4693 (0.4632)  loss_giou_aux_5: 0.5300 (0.5486)  loss_giou_dn_0: 0.5778 (0.5641)  loss_giou_dn_1: 0.4670 (0.4559)  loss_giou_dn_2: 0.4382 (0.4248)  loss_giou_dn_3: 0.4264 (0.4165)  loss_giou_dn_4: 0.4237 (0.4144)  loss_giou_dn_5: 0.4238 (0.4146)  loss_vfl: 0.6521 (0.6560)  loss_vfl_aux_0: 0.7538 (0.7552)  loss_vfl_aux_1: 0.7111 (0.7126)  loss_vfl_aux_2: 0.6625 (0.6827)  loss_vfl_aux_3: 0.6644 (0.6679)  loss_vfl_aux_4: 0.6525 (0.6596)  loss_vfl_aux_5: 0.7459 (0.7414)  loss_vfl_dn_0: 0.4406 (0.4460)  loss_vfl_dn_1: 0.3792 (0.3802)  loss_vfl_dn_2: 0.3618 (0.3643)  loss_vfl_dn_3: 0.3565 (0.3570)  loss_vfl_dn_4: 0.3530 (0.3544)  loss_vfl_dn_5: 0.3523 (0.3537)  time: 0.4805  data: 0.0143  max mem: 5654
Epoch: [59]  [4200/7393]  eta: 0:26:13  lr: 0.000010  loss: 15.3783 (15.3809)  loss_bbox: 0.1416 (0.1483)  loss_bbox_aux_0: 0.1649 (0.1606)  loss_bbox_aux_1: 0.1492 (0.1531)  loss_bbox_aux_2: 0.1490 (0.1504)  loss_bbox_aux_3: 0.1424 (0.1489)  loss_bbox_aux_4: 0.1393 (0.1484)  loss_bbox_aux_5: 0.1979 (0.1958)  loss_bbox_dn_0: 0.2558 (0.2566)  loss_bbox_dn_1: 0.1829 (0.1870)  loss_bbox_dn_2: 0.1605 (0.1667)  loss_bbox_dn_3: 0.1539 (0.1608)  loss_bbox_dn_4: 0.1548 (0.1594)  loss_bbox_dn_5: 0.1548 (0.1594)  loss_giou: 0.4029 (0.4627)  loss_giou_aux_0: 0.4464 (0.4858)  loss_giou_aux_1: 0.4120 (0.4721)  loss_giou_aux_2: 0.4091 (0.4671)  loss_giou_aux_3: 0.4033 (0.4641)  loss_giou_aux_4: 0.4034 (0.4630)  loss_giou_aux_5: 0.4939 (0.5484)  loss_giou_dn_0: 0.5525 (0.5640)  loss_giou_dn_1: 0.4459 (0.4558)  loss_giou_dn_2: 0.4072 (0.4247)  loss_giou_dn_3: 0.3995 (0.4164)  loss_giou_dn_4: 0.3970 (0.4143)  loss_giou_dn_5: 0.3969 (0.4145)  loss_vfl: 0.6377 (0.6562)  loss_vfl_aux_0: 0.7433 (0.7554)  loss_vfl_aux_1: 0.7174 (0.7127)  loss_vfl_aux_2: 0.6856 (0.6829)  loss_vfl_aux_3: 0.6487 (0.6680)  loss_vfl_aux_4: 0.6441 (0.6598)  loss_vfl_aux_5: 0.7523 (0.7416)  loss_vfl_dn_0: 0.4396 (0.4461)  loss_vfl_dn_1: 0.3804 (0.3803)  loss_vfl_dn_2: 0.3666 (0.3643)  loss_vfl_dn_3: 0.3590 (0.3571)  loss_vfl_dn_4: 0.3578 (0.3545)  loss_vfl_dn_5: 0.3559 (0.3538)  time: 0.4844  data: 0.0140  max mem: 5654
Epoch: [59]  [4300/7393]  eta: 0:25:23  lr: 0.000010  loss: 14.8808 (15.3813)  loss_bbox: 0.1258 (0.1483)  loss_bbox_aux_0: 0.1476 (0.1607)  loss_bbox_aux_1: 0.1422 (0.1531)  loss_bbox_aux_2: 0.1258 (0.1504)  loss_bbox_aux_3: 0.1267 (0.1489)  loss_bbox_aux_4: 0.1256 (0.1484)  loss_bbox_aux_5: 0.1674 (0.1959)  loss_bbox_dn_0: 0.2244 (0.2569)  loss_bbox_dn_1: 0.1717 (0.1873)  loss_bbox_dn_2: 0.1566 (0.1669)  loss_bbox_dn_3: 0.1481 (0.1610)  loss_bbox_dn_4: 0.1445 (0.1596)  loss_bbox_dn_5: 0.1445 (0.1597)  loss_giou: 0.4437 (0.4624)  loss_giou_aux_0: 0.4514 (0.4855)  loss_giou_aux_1: 0.4443 (0.4717)  loss_giou_aux_2: 0.4438 (0.4666)  loss_giou_aux_3: 0.4475 (0.4637)  loss_giou_aux_4: 0.4463 (0.4626)  loss_giou_aux_5: 0.5352 (0.5480)  loss_giou_dn_0: 0.5594 (0.5638)  loss_giou_dn_1: 0.4451 (0.4557)  loss_giou_dn_2: 0.4099 (0.4245)  loss_giou_dn_3: 0.4029 (0.4162)  loss_giou_dn_4: 0.4055 (0.4142)  loss_giou_dn_5: 0.4056 (0.4143)  loss_vfl: 0.6058 (0.6564)  loss_vfl_aux_0: 0.7315 (0.7557)  loss_vfl_aux_1: 0.6958 (0.7130)  loss_vfl_aux_2: 0.6577 (0.6832)  loss_vfl_aux_3: 0.6333 (0.6682)  loss_vfl_aux_4: 0.6163 (0.6600)  loss_vfl_aux_5: 0.7190 (0.7420)  loss_vfl_dn_0: 0.4483 (0.4461)  loss_vfl_dn_1: 0.3860 (0.3803)  loss_vfl_dn_2: 0.3685 (0.3643)  loss_vfl_dn_3: 0.3605 (0.3571)  loss_vfl_dn_4: 0.3606 (0.3545)  loss_vfl_dn_5: 0.3599 (0.3538)  time: 0.4804  data: 0.0140  max mem: 5654
Epoch: [59]  [4400/7393]  eta: 0:24:33  lr: 0.000010  loss: 15.2850 (15.3846)  loss_bbox: 0.1441 (0.1484)  loss_bbox_aux_0: 0.1499 (0.1608)  loss_bbox_aux_1: 0.1529 (0.1532)  loss_bbox_aux_2: 0.1487 (0.1505)  loss_bbox_aux_3: 0.1494 (0.1489)  loss_bbox_aux_4: 0.1486 (0.1485)  loss_bbox_aux_5: 0.2020 (0.1959)  loss_bbox_dn_0: 0.2711 (0.2569)  loss_bbox_dn_1: 0.1874 (0.1873)  loss_bbox_dn_2: 0.1664 (0.1669)  loss_bbox_dn_3: 0.1608 (0.1610)  loss_bbox_dn_4: 0.1601 (0.1597)  loss_bbox_dn_5: 0.1601 (0.1597)  loss_giou: 0.4324 (0.4625)  loss_giou_aux_0: 0.4666 (0.4856)  loss_giou_aux_1: 0.4637 (0.4719)  loss_giou_aux_2: 0.4578 (0.4668)  loss_giou_aux_3: 0.4413 (0.4639)  loss_giou_aux_4: 0.4290 (0.4627)  loss_giou_aux_5: 0.5339 (0.5481)  loss_giou_dn_0: 0.5776 (0.5640)  loss_giou_dn_1: 0.4629 (0.4558)  loss_giou_dn_2: 0.4319 (0.4247)  loss_giou_dn_3: 0.4245 (0.4164)  loss_giou_dn_4: 0.4259 (0.4143)  loss_giou_dn_5: 0.4262 (0.4145)  loss_vfl: 0.6269 (0.6564)  loss_vfl_aux_0: 0.7378 (0.7557)  loss_vfl_aux_1: 0.6922 (0.7130)  loss_vfl_aux_2: 0.6654 (0.6832)  loss_vfl_aux_3: 0.6441 (0.6683)  loss_vfl_aux_4: 0.6330 (0.6602)  loss_vfl_aux_5: 0.7453 (0.7421)  loss_vfl_dn_0: 0.4450 (0.4461)  loss_vfl_dn_1: 0.3848 (0.3804)  loss_vfl_dn_2: 0.3657 (0.3644)  loss_vfl_dn_3: 0.3601 (0.3572)  loss_vfl_dn_4: 0.3565 (0.3546)  loss_vfl_dn_5: 0.3555 (0.3539)  time: 0.4891  data: 0.0137  max mem: 5654
Epoch: [59]  [4500/7393]  eta: 0:23:44  lr: 0.000010  loss: 15.5656 (15.3818)  loss_bbox: 0.1341 (0.1485)  loss_bbox_aux_0: 0.1482 (0.1609)  loss_bbox_aux_1: 0.1451 (0.1533)  loss_bbox_aux_2: 0.1457 (0.1506)  loss_bbox_aux_3: 0.1396 (0.1490)  loss_bbox_aux_4: 0.1385 (0.1485)  loss_bbox_aux_5: 0.1770 (0.1959)  loss_bbox_dn_0: 0.2354 (0.2570)  loss_bbox_dn_1: 0.1757 (0.1874)  loss_bbox_dn_2: 0.1556 (0.1670)  loss_bbox_dn_3: 0.1486 (0.1611)  loss_bbox_dn_4: 0.1480 (0.1598)  loss_bbox_dn_5: 0.1480 (0.1598)  loss_giou: 0.4556 (0.4621)  loss_giou_aux_0: 0.4594 (0.4852)  loss_giou_aux_1: 0.4601 (0.4715)  loss_giou_aux_2: 0.4580 (0.4664)  loss_giou_aux_3: 0.4505 (0.4635)  loss_giou_aux_4: 0.4618 (0.4623)  loss_giou_aux_5: 0.5082 (0.5477)  loss_giou_dn_0: 0.5622 (0.5637)  loss_giou_dn_1: 0.4647 (0.4556)  loss_giou_dn_2: 0.4309 (0.4244)  loss_giou_dn_3: 0.4135 (0.4161)  loss_giou_dn_4: 0.4109 (0.4140)  loss_giou_dn_5: 0.4110 (0.4142)  loss_vfl: 0.6780 (0.6565)  loss_vfl_aux_0: 0.7674 (0.7559)  loss_vfl_aux_1: 0.7111 (0.7131)  loss_vfl_aux_2: 0.6820 (0.6834)  loss_vfl_aux_3: 0.6675 (0.6685)  loss_vfl_aux_4: 0.6724 (0.6603)  loss_vfl_aux_5: 0.7563 (0.7424)  loss_vfl_dn_0: 0.4526 (0.4462)  loss_vfl_dn_1: 0.3880 (0.3803)  loss_vfl_dn_2: 0.3691 (0.3643)  loss_vfl_dn_3: 0.3595 (0.3571)  loss_vfl_dn_4: 0.3587 (0.3545)  loss_vfl_dn_5: 0.3582 (0.3538)  time: 0.4838  data: 0.0146  max mem: 5654
Epoch: [59]  [4600/7393]  eta: 0:22:54  lr: 0.000010  loss: 15.8488 (15.3857)  loss_bbox: 0.1419 (0.1486)  loss_bbox_aux_0: 0.1506 (0.1610)  loss_bbox_aux_1: 0.1429 (0.1534)  loss_bbox_aux_2: 0.1496 (0.1507)  loss_bbox_aux_3: 0.1429 (0.1491)  loss_bbox_aux_4: 0.1376 (0.1487)  loss_bbox_aux_5: 0.1822 (0.1961)  loss_bbox_dn_0: 0.2473 (0.2571)  loss_bbox_dn_1: 0.1835 (0.1876)  loss_bbox_dn_2: 0.1617 (0.1672)  loss_bbox_dn_3: 0.1577 (0.1613)  loss_bbox_dn_4: 0.1563 (0.1599)  loss_bbox_dn_5: 0.1563 (0.1599)  loss_giou: 0.4668 (0.4621)  loss_giou_aux_0: 0.4859 (0.4852)  loss_giou_aux_1: 0.4653 (0.4714)  loss_giou_aux_2: 0.4712 (0.4663)  loss_giou_aux_3: 0.4598 (0.4634)  loss_giou_aux_4: 0.4755 (0.4623)  loss_giou_aux_5: 0.5478 (0.5476)  loss_giou_dn_0: 0.5967 (0.5637)  loss_giou_dn_1: 0.4882 (0.4556)  loss_giou_dn_2: 0.4463 (0.4245)  loss_giou_dn_3: 0.4346 (0.4162)  loss_giou_dn_4: 0.4344 (0.4141)  loss_giou_dn_5: 0.4344 (0.4143)  loss_vfl: 0.6497 (0.6568)  loss_vfl_aux_0: 0.7674 (0.7560)  loss_vfl_aux_1: 0.7159 (0.7133)  loss_vfl_aux_2: 0.6926 (0.6837)  loss_vfl_aux_3: 0.6719 (0.6688)  loss_vfl_aux_4: 0.6628 (0.6606)  loss_vfl_aux_5: 0.7475 (0.7426)  loss_vfl_dn_0: 0.4481 (0.4462)  loss_vfl_dn_1: 0.3931 (0.3804)  loss_vfl_dn_2: 0.3786 (0.3644)  loss_vfl_dn_3: 0.3721 (0.3572)  loss_vfl_dn_4: 0.3701 (0.3546)  loss_vfl_dn_5: 0.3691 (0.3539)  time: 0.4835  data: 0.0142  max mem: 5654
Epoch: [59]  [4700/7393]  eta: 0:22:04  lr: 0.000010  loss: 15.2219 (15.3844)  loss_bbox: 0.1399 (0.1485)  loss_bbox_aux_0: 0.1500 (0.1610)  loss_bbox_aux_1: 0.1392 (0.1534)  loss_bbox_aux_2: 0.1448 (0.1507)  loss_bbox_aux_3: 0.1417 (0.1491)  loss_bbox_aux_4: 0.1380 (0.1486)  loss_bbox_aux_5: 0.1892 (0.1961)  loss_bbox_dn_0: 0.2337 (0.2572)  loss_bbox_dn_1: 0.1651 (0.1876)  loss_bbox_dn_2: 0.1455 (0.1671)  loss_bbox_dn_3: 0.1418 (0.1613)  loss_bbox_dn_4: 0.1400 (0.1599)  loss_bbox_dn_5: 0.1401 (0.1599)  loss_giou: 0.4719 (0.4618)  loss_giou_aux_0: 0.5021 (0.4850)  loss_giou_aux_1: 0.4738 (0.4712)  loss_giou_aux_2: 0.4695 (0.4661)  loss_giou_aux_3: 0.4717 (0.4631)  loss_giou_aux_4: 0.4720 (0.4621)  loss_giou_aux_5: 0.5620 (0.5474)  loss_giou_dn_0: 0.5793 (0.5636)  loss_giou_dn_1: 0.4709 (0.4555)  loss_giou_dn_2: 0.4365 (0.4244)  loss_giou_dn_3: 0.4241 (0.4161)  loss_giou_dn_4: 0.4214 (0.4140)  loss_giou_dn_5: 0.4214 (0.4142)  loss_vfl: 0.6480 (0.6570)  loss_vfl_aux_0: 0.7771 (0.7562)  loss_vfl_aux_1: 0.6944 (0.7134)  loss_vfl_aux_2: 0.6696 (0.6838)  loss_vfl_aux_3: 0.6422 (0.6689)  loss_vfl_aux_4: 0.6453 (0.6608)  loss_vfl_aux_5: 0.7493 (0.7429)  loss_vfl_dn_0: 0.4441 (0.4463)  loss_vfl_dn_1: 0.3781 (0.3804)  loss_vfl_dn_2: 0.3607 (0.3644)  loss_vfl_dn_3: 0.3512 (0.3572)  loss_vfl_dn_4: 0.3487 (0.3546)  loss_vfl_dn_5: 0.3483 (0.3539)  time: 0.4801  data: 0.0138  max mem: 5654
Epoch: [59]  [4800/7393]  eta: 0:21:14  lr: 0.000010  loss: 15.2417 (15.3853)  loss_bbox: 0.1331 (0.1485)  loss_bbox_aux_0: 0.1482 (0.1610)  loss_bbox_aux_1: 0.1399 (0.1534)  loss_bbox_aux_2: 0.1372 (0.1507)  loss_bbox_aux_3: 0.1363 (0.1491)  loss_bbox_aux_4: 0.1372 (0.1486)  loss_bbox_aux_5: 0.1763 (0.1961)  loss_bbox_dn_0: 0.2197 (0.2571)  loss_bbox_dn_1: 0.1578 (0.1875)  loss_bbox_dn_2: 0.1457 (0.1671)  loss_bbox_dn_3: 0.1374 (0.1612)  loss_bbox_dn_4: 0.1367 (0.1599)  loss_bbox_dn_5: 0.1367 (0.1599)  loss_giou: 0.4980 (0.4620)  loss_giou_aux_0: 0.5006 (0.4851)  loss_giou_aux_1: 0.4950 (0.4713)  loss_giou_aux_2: 0.4707 (0.4662)  loss_giou_aux_3: 0.4907 (0.4632)  loss_giou_aux_4: 0.4958 (0.4622)  loss_giou_aux_5: 0.5594 (0.5475)  loss_giou_dn_0: 0.5596 (0.5637)  loss_giou_dn_1: 0.4479 (0.4556)  loss_giou_dn_2: 0.4267 (0.4244)  loss_giou_dn_3: 0.4182 (0.4161)  loss_giou_dn_4: 0.4148 (0.4140)  loss_giou_dn_5: 0.4153 (0.4142)  loss_vfl: 0.6562 (0.6570)  loss_vfl_aux_0: 0.7426 (0.7559)  loss_vfl_aux_1: 0.7023 (0.7133)  loss_vfl_aux_2: 0.6877 (0.6838)  loss_vfl_aux_3: 0.6724 (0.6689)  loss_vfl_aux_4: 0.6619 (0.6608)  loss_vfl_aux_5: 0.7364 (0.7429)  loss_vfl_dn_0: 0.4464 (0.4463)  loss_vfl_dn_1: 0.3818 (0.3804)  loss_vfl_dn_2: 0.3697 (0.3644)  loss_vfl_dn_3: 0.3644 (0.3572)  loss_vfl_dn_4: 0.3623 (0.3546)  loss_vfl_dn_5: 0.3600 (0.3539)  time: 0.4803  data: 0.0141  max mem: 5654
Epoch: [59]  [4900/7393]  eta: 0:20:25  lr: 0.000010  loss: 15.9246 (15.3884)  loss_bbox: 0.1376 (0.1485)  loss_bbox_aux_0: 0.1551 (0.1610)  loss_bbox_aux_1: 0.1463 (0.1534)  loss_bbox_aux_2: 0.1426 (0.1507)  loss_bbox_aux_3: 0.1427 (0.1491)  loss_bbox_aux_4: 0.1396 (0.1486)  loss_bbox_aux_5: 0.1927 (0.1961)  loss_bbox_dn_0: 0.2467 (0.2570)  loss_bbox_dn_1: 0.1763 (0.1875)  loss_bbox_dn_2: 0.1582 (0.1671)  loss_bbox_dn_3: 0.1548 (0.1612)  loss_bbox_dn_4: 0.1522 (0.1598)  loss_bbox_dn_5: 0.1523 (0.1599)  loss_giou: 0.4765 (0.4623)  loss_giou_aux_0: 0.5100 (0.4854)  loss_giou_aux_1: 0.4922 (0.4717)  loss_giou_aux_2: 0.4862 (0.4666)  loss_giou_aux_3: 0.4824 (0.4636)  loss_giou_aux_4: 0.4761 (0.4625)  loss_giou_aux_5: 0.5718 (0.5478)  loss_giou_dn_0: 0.5860 (0.5639)  loss_giou_dn_1: 0.4684 (0.4558)  loss_giou_dn_2: 0.4438 (0.4246)  loss_giou_dn_3: 0.4353 (0.4163)  loss_giou_dn_4: 0.4313 (0.4142)  loss_giou_dn_5: 0.4318 (0.4144)  loss_vfl: 0.6884 (0.6571)  loss_vfl_aux_0: 0.7684 (0.7558)  loss_vfl_aux_1: 0.7157 (0.7131)  loss_vfl_aux_2: 0.7158 (0.6838)  loss_vfl_aux_3: 0.6936 (0.6690)  loss_vfl_aux_4: 0.6871 (0.6608)  loss_vfl_aux_5: 0.7600 (0.7428)  loss_vfl_dn_0: 0.4416 (0.4462)  loss_vfl_dn_1: 0.3790 (0.3804)  loss_vfl_dn_2: 0.3638 (0.3644)  loss_vfl_dn_3: 0.3587 (0.3572)  loss_vfl_dn_4: 0.3576 (0.3547)  loss_vfl_dn_5: 0.3572 (0.3540)  time: 0.4961  data: 0.0140  max mem: 5654
Epoch: [59]  [5000/7393]  eta: 0:19:35  lr: 0.000010  loss: 15.6564 (15.3945)  loss_bbox: 0.1424 (0.1485)  loss_bbox_aux_0: 0.1571 (0.1610)  loss_bbox_aux_1: 0.1468 (0.1534)  loss_bbox_aux_2: 0.1415 (0.1507)  loss_bbox_aux_3: 0.1445 (0.1491)  loss_bbox_aux_4: 0.1440 (0.1486)  loss_bbox_aux_5: 0.1866 (0.1961)  loss_bbox_dn_0: 0.2505 (0.2570)  loss_bbox_dn_1: 0.1886 (0.1875)  loss_bbox_dn_2: 0.1541 (0.1671)  loss_bbox_dn_3: 0.1442 (0.1612)  loss_bbox_dn_4: 0.1424 (0.1598)  loss_bbox_dn_5: 0.1424 (0.1598)  loss_giou: 0.4805 (0.4627)  loss_giou_aux_0: 0.5087 (0.4859)  loss_giou_aux_1: 0.4820 (0.4721)  loss_giou_aux_2: 0.4788 (0.4670)  loss_giou_aux_3: 0.4842 (0.4640)  loss_giou_aux_4: 0.4794 (0.4629)  loss_giou_aux_5: 0.5643 (0.5482)  loss_giou_dn_0: 0.5896 (0.5643)  loss_giou_dn_1: 0.4787 (0.4562)  loss_giou_dn_2: 0.4426 (0.4250)  loss_giou_dn_3: 0.4371 (0.4167)  loss_giou_dn_4: 0.4398 (0.4146)  loss_giou_dn_5: 0.4410 (0.4148)  loss_vfl: 0.6597 (0.6572)  loss_vfl_aux_0: 0.7295 (0.7558)  loss_vfl_aux_1: 0.6979 (0.7131)  loss_vfl_aux_2: 0.6722 (0.6839)  loss_vfl_aux_3: 0.6589 (0.6691)  loss_vfl_aux_4: 0.6599 (0.6610)  loss_vfl_aux_5: 0.7299 (0.7427)  loss_vfl_dn_0: 0.4431 (0.4462)  loss_vfl_dn_1: 0.3872 (0.3805)  loss_vfl_dn_2: 0.3748 (0.3645)  loss_vfl_dn_3: 0.3669 (0.3573)  loss_vfl_dn_4: 0.3665 (0.3547)  loss_vfl_dn_5: 0.3657 (0.3540)  time: 0.4910  data: 0.0137  max mem: 5654
Epoch: [59]  [5100/7393]  eta: 0:18:46  lr: 0.000010  loss: 15.9219 (15.3965)  loss_bbox: 0.1338 (0.1484)  loss_bbox_aux_0: 0.1621 (0.1609)  loss_bbox_aux_1: 0.1496 (0.1533)  loss_bbox_aux_2: 0.1464 (0.1506)  loss_bbox_aux_3: 0.1393 (0.1490)  loss_bbox_aux_4: 0.1377 (0.1484)  loss_bbox_aux_5: 0.1877 (0.1959)  loss_bbox_dn_0: 0.2404 (0.2568)  loss_bbox_dn_1: 0.1851 (0.1873)  loss_bbox_dn_2: 0.1552 (0.1669)  loss_bbox_dn_3: 0.1474 (0.1610)  loss_bbox_dn_4: 0.1442 (0.1597)  loss_bbox_dn_5: 0.1442 (0.1597)  loss_giou: 0.4811 (0.4630)  loss_giou_aux_0: 0.4856 (0.4862)  loss_giou_aux_1: 0.4694 (0.4725)  loss_giou_aux_2: 0.4711 (0.4673)  loss_giou_aux_3: 0.4649 (0.4643)  loss_giou_aux_4: 0.4724 (0.4632)  loss_giou_aux_5: 0.5592 (0.5486)  loss_giou_dn_0: 0.5702 (0.5645)  loss_giou_dn_1: 0.4596 (0.4565)  loss_giou_dn_2: 0.4187 (0.4252)  loss_giou_dn_3: 0.4090 (0.4169)  loss_giou_dn_4: 0.4081 (0.4148)  loss_giou_dn_5: 0.4087 (0.4150)  loss_vfl: 0.6565 (0.6573)  loss_vfl_aux_0: 0.7285 (0.7557)  loss_vfl_aux_1: 0.7095 (0.7132)  loss_vfl_aux_2: 0.6679 (0.6840)  loss_vfl_aux_3: 0.6706 (0.6691)  loss_vfl_aux_4: 0.6582 (0.6611)  loss_vfl_aux_5: 0.6980 (0.7426)  loss_vfl_dn_0: 0.4376 (0.4462)  loss_vfl_dn_1: 0.3748 (0.3805)  loss_vfl_dn_2: 0.3619 (0.3646)  loss_vfl_dn_3: 0.3533 (0.3574)  loss_vfl_dn_4: 0.3521 (0.3548)  loss_vfl_dn_5: 0.3501 (0.3541)  time: 0.4815  data: 0.0138  max mem: 5654
Epoch: [59]  [5200/7393]  eta: 0:17:57  lr: 0.000010  loss: 15.2234 (15.3969)  loss_bbox: 0.1570 (0.1483)  loss_bbox_aux_0: 0.1688 (0.1608)  loss_bbox_aux_1: 0.1629 (0.1532)  loss_bbox_aux_2: 0.1530 (0.1505)  loss_bbox_aux_3: 0.1539 (0.1489)  loss_bbox_aux_4: 0.1538 (0.1484)  loss_bbox_aux_5: 0.1876 (0.1958)  loss_bbox_dn_0: 0.2551 (0.2564)  loss_bbox_dn_1: 0.1795 (0.1871)  loss_bbox_dn_2: 0.1576 (0.1667)  loss_bbox_dn_3: 0.1536 (0.1609)  loss_bbox_dn_4: 0.1519 (0.1595)  loss_bbox_dn_5: 0.1519 (0.1595)  loss_giou: 0.4775 (0.4633)  loss_giou_aux_0: 0.4948 (0.4866)  loss_giou_aux_1: 0.4837 (0.4728)  loss_giou_aux_2: 0.4704 (0.4677)  loss_giou_aux_3: 0.4706 (0.4647)  loss_giou_aux_4: 0.4697 (0.4635)  loss_giou_aux_5: 0.5484 (0.5490)  loss_giou_dn_0: 0.5599 (0.5647)  loss_giou_dn_1: 0.4522 (0.4566)  loss_giou_dn_2: 0.4210 (0.4254)  loss_giou_dn_3: 0.4096 (0.4171)  loss_giou_dn_4: 0.4076 (0.4150)  loss_giou_dn_5: 0.4077 (0.4152)  loss_vfl: 0.6317 (0.6572)  loss_vfl_aux_0: 0.7218 (0.7555)  loss_vfl_aux_1: 0.6706 (0.7130)  loss_vfl_aux_2: 0.6529 (0.6838)  loss_vfl_aux_3: 0.6412 (0.6689)  loss_vfl_aux_4: 0.6353 (0.6610)  loss_vfl_aux_5: 0.7071 (0.7422)  loss_vfl_dn_0: 0.4459 (0.4462)  loss_vfl_dn_1: 0.3817 (0.3805)  loss_vfl_dn_2: 0.3667 (0.3646)  loss_vfl_dn_3: 0.3610 (0.3574)  loss_vfl_dn_4: 0.3575 (0.3548)  loss_vfl_dn_5: 0.3576 (0.3541)  time: 0.4893  data: 0.0144  max mem: 5654
Epoch: [59]  [5300/7393]  eta: 0:17:10  lr: 0.000010  loss: 15.8756 (15.3961)  loss_bbox: 0.1574 (0.1484)  loss_bbox_aux_0: 0.1656 (0.1609)  loss_bbox_aux_1: 0.1620 (0.1533)  loss_bbox_aux_2: 0.1605 (0.1506)  loss_bbox_aux_3: 0.1558 (0.1490)  loss_bbox_aux_4: 0.1544 (0.1485)  loss_bbox_aux_5: 0.2047 (0.1959)  loss_bbox_dn_0: 0.2549 (0.2566)  loss_bbox_dn_1: 0.1863 (0.1872)  loss_bbox_dn_2: 0.1628 (0.1668)  loss_bbox_dn_3: 0.1571 (0.1610)  loss_bbox_dn_4: 0.1547 (0.1596)  loss_bbox_dn_5: 0.1547 (0.1596)  loss_giou: 0.4616 (0.4631)  loss_giou_aux_0: 0.4920 (0.4863)  loss_giou_aux_1: 0.4886 (0.4726)  loss_giou_aux_2: 0.4654 (0.4674)  loss_giou_aux_3: 0.4545 (0.4644)  loss_giou_aux_4: 0.4671 (0.4633)  loss_giou_aux_5: 0.5433 (0.5487)  loss_giou_dn_0: 0.5616 (0.5645)  loss_giou_dn_1: 0.4576 (0.4564)  loss_giou_dn_2: 0.4256 (0.4252)  loss_giou_dn_3: 0.4114 (0.4169)  loss_giou_dn_4: 0.4110 (0.4148)  loss_giou_dn_5: 0.4110 (0.4150)  loss_vfl: 0.6523 (0.6573)  loss_vfl_aux_0: 0.7649 (0.7556)  loss_vfl_aux_1: 0.7067 (0.7129)  loss_vfl_aux_2: 0.6747 (0.6838)  loss_vfl_aux_3: 0.6759 (0.6690)  loss_vfl_aux_4: 0.6533 (0.6611)  loss_vfl_aux_5: 0.7573 (0.7424)  loss_vfl_dn_0: 0.4421 (0.4462)  loss_vfl_dn_1: 0.3781 (0.3805)  loss_vfl_dn_2: 0.3642 (0.3646)  loss_vfl_dn_3: 0.3560 (0.3574)  loss_vfl_dn_4: 0.3525 (0.3548)  loss_vfl_dn_5: 0.3511 (0.3541)  time: 0.7905  data: 0.0143  max mem: 5654
Epoch: [59]  [5400/7393]  eta: 0:16:20  lr: 0.000010  loss: 14.9340 (15.3949)  loss_bbox: 0.1463 (0.1484)  loss_bbox_aux_0: 0.1640 (0.1608)  loss_bbox_aux_1: 0.1561 (0.1533)  loss_bbox_aux_2: 0.1530 (0.1506)  loss_bbox_aux_3: 0.1488 (0.1490)  loss_bbox_aux_4: 0.1463 (0.1484)  loss_bbox_aux_5: 0.1956 (0.1958)  loss_bbox_dn_0: 0.2420 (0.2564)  loss_bbox_dn_1: 0.1693 (0.1871)  loss_bbox_dn_2: 0.1572 (0.1667)  loss_bbox_dn_3: 0.1523 (0.1608)  loss_bbox_dn_4: 0.1505 (0.1595)  loss_bbox_dn_5: 0.1505 (0.1595)  loss_giou: 0.4481 (0.4631)  loss_giou_aux_0: 0.4903 (0.4864)  loss_giou_aux_1: 0.4727 (0.4727)  loss_giou_aux_2: 0.4642 (0.4675)  loss_giou_aux_3: 0.4527 (0.4645)  loss_giou_aux_4: 0.4501 (0.4633)  loss_giou_aux_5: 0.5697 (0.5487)  loss_giou_dn_0: 0.5549 (0.5644)  loss_giou_dn_1: 0.4473 (0.4564)  loss_giou_dn_2: 0.4142 (0.4252)  loss_giou_dn_3: 0.4107 (0.4168)  loss_giou_dn_4: 0.4083 (0.4147)  loss_giou_dn_5: 0.4086 (0.4149)  loss_vfl: 0.6307 (0.6573)  loss_vfl_aux_0: 0.7199 (0.7556)  loss_vfl_aux_1: 0.6719 (0.7128)  loss_vfl_aux_2: 0.6467 (0.6839)  loss_vfl_aux_3: 0.6377 (0.6690)  loss_vfl_aux_4: 0.6356 (0.6611)  loss_vfl_aux_5: 0.7134 (0.7424)  loss_vfl_dn_0: 0.4435 (0.4462)  loss_vfl_dn_1: 0.3756 (0.3805)  loss_vfl_dn_2: 0.3600 (0.3646)  loss_vfl_dn_3: 0.3528 (0.3574)  loss_vfl_dn_4: 0.3524 (0.3548)  loss_vfl_dn_5: 0.3525 (0.3541)  time: 0.4744  data: 0.0136  max mem: 5654
Epoch: [59]  [5500/7393]  eta: 0:15:31  lr: 0.000010  loss: 15.2288 (15.3936)  loss_bbox: 0.1448 (0.1484)  loss_bbox_aux_0: 0.1592 (0.1608)  loss_bbox_aux_1: 0.1544 (0.1533)  loss_bbox_aux_2: 0.1483 (0.1506)  loss_bbox_aux_3: 0.1444 (0.1490)  loss_bbox_aux_4: 0.1469 (0.1484)  loss_bbox_aux_5: 0.1963 (0.1958)  loss_bbox_dn_0: 0.2431 (0.2563)  loss_bbox_dn_1: 0.1851 (0.1870)  loss_bbox_dn_2: 0.1727 (0.1666)  loss_bbox_dn_3: 0.1612 (0.1607)  loss_bbox_dn_4: 0.1604 (0.1594)  loss_bbox_dn_5: 0.1605 (0.1594)  loss_giou: 0.4732 (0.4633)  loss_giou_aux_0: 0.5013 (0.4864)  loss_giou_aux_1: 0.4633 (0.4729)  loss_giou_aux_2: 0.4769 (0.4677)  loss_giou_aux_3: 0.4794 (0.4647)  loss_giou_aux_4: 0.4730 (0.4635)  loss_giou_aux_5: 0.5694 (0.5488)  loss_giou_dn_0: 0.5509 (0.5644)  loss_giou_dn_1: 0.4398 (0.4564)  loss_giou_dn_2: 0.4072 (0.4252)  loss_giou_dn_3: 0.3984 (0.4169)  loss_giou_dn_4: 0.3964 (0.4148)  loss_giou_dn_5: 0.3965 (0.4150)  loss_vfl: 0.6612 (0.6571)  loss_vfl_aux_0: 0.7535 (0.7554)  loss_vfl_aux_1: 0.7123 (0.7125)  loss_vfl_aux_2: 0.6633 (0.6836)  loss_vfl_aux_3: 0.6634 (0.6687)  loss_vfl_aux_4: 0.6583 (0.6609)  loss_vfl_aux_5: 0.7088 (0.7422)  loss_vfl_dn_0: 0.4403 (0.4462)  loss_vfl_dn_1: 0.3794 (0.3805)  loss_vfl_dn_2: 0.3631 (0.3646)  loss_vfl_dn_3: 0.3582 (0.3574)  loss_vfl_dn_4: 0.3552 (0.3548)  loss_vfl_dn_5: 0.3538 (0.3541)  time: 0.4812  data: 0.0142  max mem: 5654
Epoch: [59]  [5600/7393]  eta: 0:14:43  lr: 0.000010  loss: 15.2330 (15.3901)  loss_bbox: 0.1434 (0.1483)  loss_bbox_aux_0: 0.1481 (0.1608)  loss_bbox_aux_1: 0.1381 (0.1532)  loss_bbox_aux_2: 0.1415 (0.1506)  loss_bbox_aux_3: 0.1448 (0.1490)  loss_bbox_aux_4: 0.1436 (0.1484)  loss_bbox_aux_5: 0.1888 (0.1957)  loss_bbox_dn_0: 0.2441 (0.2563)  loss_bbox_dn_1: 0.1723 (0.1870)  loss_bbox_dn_2: 0.1533 (0.1666)  loss_bbox_dn_3: 0.1507 (0.1607)  loss_bbox_dn_4: 0.1484 (0.1593)  loss_bbox_dn_5: 0.1484 (0.1594)  loss_giou: 0.4078 (0.4632)  loss_giou_aux_0: 0.4174 (0.4863)  loss_giou_aux_1: 0.4105 (0.4729)  loss_giou_aux_2: 0.4172 (0.4677)  loss_giou_aux_3: 0.4175 (0.4646)  loss_giou_aux_4: 0.4006 (0.4634)  loss_giou_aux_5: 0.5131 (0.5487)  loss_giou_dn_0: 0.5335 (0.5643)  loss_giou_dn_1: 0.4235 (0.4563)  loss_giou_dn_2: 0.3860 (0.4251)  loss_giou_dn_3: 0.3789 (0.4168)  loss_giou_dn_4: 0.3752 (0.4147)  loss_giou_dn_5: 0.3752 (0.4149)  loss_vfl: 0.6777 (0.6569)  loss_vfl_aux_0: 0.7515 (0.7551)  loss_vfl_aux_1: 0.7434 (0.7121)  loss_vfl_aux_2: 0.7118 (0.6831)  loss_vfl_aux_3: 0.6734 (0.6684)  loss_vfl_aux_4: 0.6767 (0.6607)  loss_vfl_aux_5: 0.7786 (0.7421)  loss_vfl_dn_0: 0.4497 (0.4462)  loss_vfl_dn_1: 0.3825 (0.3805)  loss_vfl_dn_2: 0.3669 (0.3646)  loss_vfl_dn_3: 0.3558 (0.3573)  loss_vfl_dn_4: 0.3531 (0.3548)  loss_vfl_dn_5: 0.3502 (0.3541)  time: 0.4808  data: 0.0136  max mem: 5654
Epoch: [59]  [5700/7393]  eta: 0:13:53  lr: 0.000010  loss: 15.3985 (15.3873)  loss_bbox: 0.1516 (0.1484)  loss_bbox_aux_0: 0.1658 (0.1609)  loss_bbox_aux_1: 0.1553 (0.1533)  loss_bbox_aux_2: 0.1521 (0.1507)  loss_bbox_aux_3: 0.1576 (0.1491)  loss_bbox_aux_4: 0.1515 (0.1485)  loss_bbox_aux_5: 0.2050 (0.1959)  loss_bbox_dn_0: 0.2869 (0.2566)  loss_bbox_dn_1: 0.2178 (0.1872)  loss_bbox_dn_2: 0.1910 (0.1668)  loss_bbox_dn_3: 0.1883 (0.1609)  loss_bbox_dn_4: 0.1847 (0.1595)  loss_bbox_dn_5: 0.1847 (0.1596)  loss_giou: 0.4765 (0.4628)  loss_giou_aux_0: 0.4702 (0.4858)  loss_giou_aux_1: 0.4781 (0.4723)  loss_giou_aux_2: 0.4759 (0.4672)  loss_giou_aux_3: 0.4804 (0.4642)  loss_giou_aux_4: 0.4766 (0.4629)  loss_giou_aux_5: 0.5323 (0.5481)  loss_giou_dn_0: 0.5702 (0.5640)  loss_giou_dn_1: 0.4632 (0.4560)  loss_giou_dn_2: 0.4322 (0.4248)  loss_giou_dn_3: 0.4261 (0.4165)  loss_giou_dn_4: 0.4223 (0.4144)  loss_giou_dn_5: 0.4224 (0.4146)  loss_vfl: 0.6293 (0.6569)  loss_vfl_aux_0: 0.7319 (0.7554)  loss_vfl_aux_1: 0.6999 (0.7123)  loss_vfl_aux_2: 0.6748 (0.6834)  loss_vfl_aux_3: 0.6441 (0.6684)  loss_vfl_aux_4: 0.6380 (0.6607)  loss_vfl_aux_5: 0.7269 (0.7424)  loss_vfl_dn_0: 0.4417 (0.4461)  loss_vfl_dn_1: 0.3788 (0.3804)  loss_vfl_dn_2: 0.3639 (0.3645)  loss_vfl_dn_3: 0.3536 (0.3572)  loss_vfl_dn_4: 0.3511 (0.3547)  loss_vfl_dn_5: 0.3493 (0.3540)  time: 0.4783  data: 0.0135  max mem: 5654
Epoch: [59]  [5800/7393]  eta: 0:13:03  lr: 0.000010  loss: 15.9966 (15.3902)  loss_bbox: 0.1528 (0.1485)  loss_bbox_aux_0: 0.1649 (0.1609)  loss_bbox_aux_1: 0.1577 (0.1534)  loss_bbox_aux_2: 0.1496 (0.1507)  loss_bbox_aux_3: 0.1521 (0.1491)  loss_bbox_aux_4: 0.1522 (0.1485)  loss_bbox_aux_5: 0.2033 (0.1958)  loss_bbox_dn_0: 0.2313 (0.2566)  loss_bbox_dn_1: 0.1758 (0.1872)  loss_bbox_dn_2: 0.1636 (0.1668)  loss_bbox_dn_3: 0.1635 (0.1609)  loss_bbox_dn_4: 0.1641 (0.1595)  loss_bbox_dn_5: 0.1641 (0.1595)  loss_giou: 0.4965 (0.4631)  loss_giou_aux_0: 0.5022 (0.4861)  loss_giou_aux_1: 0.4938 (0.4727)  loss_giou_aux_2: 0.4863 (0.4676)  loss_giou_aux_3: 0.4869 (0.4645)  loss_giou_aux_4: 0.4932 (0.4633)  loss_giou_aux_5: 0.5546 (0.5484)  loss_giou_dn_0: 0.6116 (0.5641)  loss_giou_dn_1: 0.4900 (0.4561)  loss_giou_dn_2: 0.4588 (0.4250)  loss_giou_dn_3: 0.4483 (0.4166)  loss_giou_dn_4: 0.4481 (0.4146)  loss_giou_dn_5: 0.4484 (0.4148)  loss_vfl: 0.6315 (0.6568)  loss_vfl_aux_0: 0.7346 (0.7553)  loss_vfl_aux_1: 0.6852 (0.7122)  loss_vfl_aux_2: 0.6426 (0.6832)  loss_vfl_aux_3: 0.6423 (0.6683)  loss_vfl_aux_4: 0.6271 (0.6606)  loss_vfl_aux_5: 0.7193 (0.7424)  loss_vfl_dn_0: 0.4470 (0.4461)  loss_vfl_dn_1: 0.3888 (0.3804)  loss_vfl_dn_2: 0.3765 (0.3645)  loss_vfl_dn_3: 0.3713 (0.3573)  loss_vfl_dn_4: 0.3713 (0.3547)  loss_vfl_dn_5: 0.3720 (0.3540)  time: 0.4769  data: 0.0136  max mem: 5654
Epoch: [59]  [5900/7393]  eta: 0:12:15  lr: 0.000010  loss: 15.3364 (15.3898)  loss_bbox: 0.1397 (0.1485)  loss_bbox_aux_0: 0.1460 (0.1610)  loss_bbox_aux_1: 0.1417 (0.1534)  loss_bbox_aux_2: 0.1400 (0.1508)  loss_bbox_aux_3: 0.1401 (0.1492)  loss_bbox_aux_4: 0.1397 (0.1486)  loss_bbox_aux_5: 0.1731 (0.1959)  loss_bbox_dn_0: 0.2368 (0.2566)  loss_bbox_dn_1: 0.1679 (0.1872)  loss_bbox_dn_2: 0.1488 (0.1668)  loss_bbox_dn_3: 0.1425 (0.1609)  loss_bbox_dn_4: 0.1386 (0.1595)  loss_bbox_dn_5: 0.1385 (0.1596)  loss_giou: 0.4366 (0.4632)  loss_giou_aux_0: 0.4816 (0.4862)  loss_giou_aux_1: 0.4485 (0.4727)  loss_giou_aux_2: 0.4431 (0.4677)  loss_giou_aux_3: 0.4372 (0.4646)  loss_giou_aux_4: 0.4488 (0.4634)  loss_giou_aux_5: 0.5306 (0.5484)  loss_giou_dn_0: 0.5747 (0.5641)  loss_giou_dn_1: 0.4695 (0.4562)  loss_giou_dn_2: 0.4390 (0.4250)  loss_giou_dn_3: 0.4363 (0.4167)  loss_giou_dn_4: 0.4356 (0.4146)  loss_giou_dn_5: 0.4359 (0.4148)  loss_vfl: 0.6565 (0.6566)  loss_vfl_aux_0: 0.7540 (0.7550)  loss_vfl_aux_1: 0.7180 (0.7120)  loss_vfl_aux_2: 0.6837 (0.6829)  loss_vfl_aux_3: 0.6545 (0.6681)  loss_vfl_aux_4: 0.6612 (0.6604)  loss_vfl_aux_5: 0.7397 (0.7423)  loss_vfl_dn_0: 0.4435 (0.4461)  loss_vfl_dn_1: 0.3808 (0.3804)  loss_vfl_dn_2: 0.3637 (0.3645)  loss_vfl_dn_3: 0.3557 (0.3573)  loss_vfl_dn_4: 0.3515 (0.3547)  loss_vfl_dn_5: 0.3505 (0.3540)  time: 0.4799  data: 0.0137  max mem: 5654
Epoch: [59]  [6000/7393]  eta: 0:11:25  lr: 0.000010  loss: 15.7321 (15.3915)  loss_bbox: 0.1438 (0.1486)  loss_bbox_aux_0: 0.1548 (0.1610)  loss_bbox_aux_1: 0.1529 (0.1535)  loss_bbox_aux_2: 0.1492 (0.1509)  loss_bbox_aux_3: 0.1481 (0.1493)  loss_bbox_aux_4: 0.1442 (0.1486)  loss_bbox_aux_5: 0.1951 (0.1959)  loss_bbox_dn_0: 0.2428 (0.2567)  loss_bbox_dn_1: 0.1781 (0.1873)  loss_bbox_dn_2: 0.1633 (0.1669)  loss_bbox_dn_3: 0.1589 (0.1610)  loss_bbox_dn_4: 0.1589 (0.1596)  loss_bbox_dn_5: 0.1590 (0.1597)  loss_giou: 0.4548 (0.4633)  loss_giou_aux_0: 0.4653 (0.4861)  loss_giou_aux_1: 0.4626 (0.4726)  loss_giou_aux_2: 0.4578 (0.4677)  loss_giou_aux_3: 0.4535 (0.4647)  loss_giou_aux_4: 0.4543 (0.4635)  loss_giou_aux_5: 0.5349 (0.5482)  loss_giou_dn_0: 0.5530 (0.5640)  loss_giou_dn_1: 0.4589 (0.4561)  loss_giou_dn_2: 0.4232 (0.4249)  loss_giou_dn_3: 0.4139 (0.4166)  loss_giou_dn_4: 0.4131 (0.4145)  loss_giou_dn_5: 0.4132 (0.4147)  loss_vfl: 0.6494 (0.6567)  loss_vfl_aux_0: 0.7564 (0.7552)  loss_vfl_aux_1: 0.6957 (0.7123)  loss_vfl_aux_2: 0.6912 (0.6830)  loss_vfl_aux_3: 0.6756 (0.6682)  loss_vfl_aux_4: 0.6664 (0.6605)  loss_vfl_aux_5: 0.7279 (0.7425)  loss_vfl_dn_0: 0.4447 (0.4461)  loss_vfl_dn_1: 0.3821 (0.3804)  loss_vfl_dn_2: 0.3656 (0.3645)  loss_vfl_dn_3: 0.3608 (0.3573)  loss_vfl_dn_4: 0.3617 (0.3547)  loss_vfl_dn_5: 0.3609 (0.3540)  time: 0.4635  data: 0.0133  max mem: 5654
Epoch: [59]  [6100/7393]  eta: 0:10:36  lr: 0.000010  loss: 15.2429 (15.3912)  loss_bbox: 0.1450 (0.1486)  loss_bbox_aux_0: 0.1612 (0.1610)  loss_bbox_aux_1: 0.1514 (0.1535)  loss_bbox_aux_2: 0.1440 (0.1509)  loss_bbox_aux_3: 0.1447 (0.1493)  loss_bbox_aux_4: 0.1441 (0.1487)  loss_bbox_aux_5: 0.1840 (0.1959)  loss_bbox_dn_0: 0.2352 (0.2566)  loss_bbox_dn_1: 0.1891 (0.1872)  loss_bbox_dn_2: 0.1592 (0.1668)  loss_bbox_dn_3: 0.1550 (0.1610)  loss_bbox_dn_4: 0.1513 (0.1596)  loss_bbox_dn_5: 0.1512 (0.1596)  loss_giou: 0.4207 (0.4633)  loss_giou_aux_0: 0.4467 (0.4861)  loss_giou_aux_1: 0.4406 (0.4726)  loss_giou_aux_2: 0.4244 (0.4678)  loss_giou_aux_3: 0.4247 (0.4647)  loss_giou_aux_4: 0.4241 (0.4636)  loss_giou_aux_5: 0.5206 (0.5483)  loss_giou_dn_0: 0.5523 (0.5640)  loss_giou_dn_1: 0.4379 (0.4561)  loss_giou_dn_2: 0.4111 (0.4250)  loss_giou_dn_3: 0.4033 (0.4167)  loss_giou_dn_4: 0.4006 (0.4146)  loss_giou_dn_5: 0.4005 (0.4148)  loss_vfl: 0.6635 (0.6565)  loss_vfl_aux_0: 0.7554 (0.7552)  loss_vfl_aux_1: 0.7131 (0.7122)  loss_vfl_aux_2: 0.6978 (0.6830)  loss_vfl_aux_3: 0.6651 (0.6680)  loss_vfl_aux_4: 0.6670 (0.6604)  loss_vfl_aux_5: 0.7407 (0.7423)  loss_vfl_dn_0: 0.4441 (0.4461)  loss_vfl_dn_1: 0.3757 (0.3804)  loss_vfl_dn_2: 0.3588 (0.3645)  loss_vfl_dn_3: 0.3545 (0.3573)  loss_vfl_dn_4: 0.3520 (0.3547)  loss_vfl_dn_5: 0.3508 (0.3540)  time: 0.4716  data: 0.0139  max mem: 5654
Epoch: [59]  [6200/7393]  eta: 0:09:46  lr: 0.000010  loss: 15.1881 (15.3911)  loss_bbox: 0.1449 (0.1486)  loss_bbox_aux_0: 0.1603 (0.1610)  loss_bbox_aux_1: 0.1520 (0.1535)  loss_bbox_aux_2: 0.1470 (0.1509)  loss_bbox_aux_3: 0.1449 (0.1493)  loss_bbox_aux_4: 0.1458 (0.1486)  loss_bbox_aux_5: 0.1818 (0.1960)  loss_bbox_dn_0: 0.2296 (0.2566)  loss_bbox_dn_1: 0.1710 (0.1872)  loss_bbox_dn_2: 0.1498 (0.1668)  loss_bbox_dn_3: 0.1452 (0.1610)  loss_bbox_dn_4: 0.1446 (0.1596)  loss_bbox_dn_5: 0.1446 (0.1596)  loss_giou: 0.4244 (0.4633)  loss_giou_aux_0: 0.4510 (0.4861)  loss_giou_aux_1: 0.4369 (0.4725)  loss_giou_aux_2: 0.4324 (0.4677)  loss_giou_aux_3: 0.4227 (0.4646)  loss_giou_aux_4: 0.4274 (0.4635)  loss_giou_aux_5: 0.5092 (0.5482)  loss_giou_dn_0: 0.5648 (0.5640)  loss_giou_dn_1: 0.4473 (0.4561)  loss_giou_dn_2: 0.4199 (0.4250)  loss_giou_dn_3: 0.4099 (0.4167)  loss_giou_dn_4: 0.4089 (0.4146)  loss_giou_dn_5: 0.4090 (0.4148)  loss_vfl: 0.6476 (0.6567)  loss_vfl_aux_0: 0.7445 (0.7552)  loss_vfl_aux_1: 0.6824 (0.7123)  loss_vfl_aux_2: 0.6703 (0.6833)  loss_vfl_aux_3: 0.6629 (0.6682)  loss_vfl_aux_4: 0.6512 (0.6605)  loss_vfl_aux_5: 0.7323 (0.7423)  loss_vfl_dn_0: 0.4473 (0.4461)  loss_vfl_dn_1: 0.3873 (0.3804)  loss_vfl_dn_2: 0.3687 (0.3645)  loss_vfl_dn_3: 0.3640 (0.3573)  loss_vfl_dn_4: 0.3638 (0.3547)  loss_vfl_dn_5: 0.3632 (0.3540)  time: 0.4846  data: 0.0137  max mem: 5654
Epoch: [59]  [6300/7393]  eta: 0:08:57  lr: 0.000010  loss: 14.6711 (15.3917)  loss_bbox: 0.1342 (0.1485)  loss_bbox_aux_0: 0.1420 (0.1610)  loss_bbox_aux_1: 0.1370 (0.1534)  loss_bbox_aux_2: 0.1391 (0.1509)  loss_bbox_aux_3: 0.1363 (0.1492)  loss_bbox_aux_4: 0.1368 (0.1486)  loss_bbox_aux_5: 0.1786 (0.1959)  loss_bbox_dn_0: 0.2372 (0.2565)  loss_bbox_dn_1: 0.1720 (0.1871)  loss_bbox_dn_2: 0.1494 (0.1667)  loss_bbox_dn_3: 0.1446 (0.1609)  loss_bbox_dn_4: 0.1444 (0.1595)  loss_bbox_dn_5: 0.1444 (0.1595)  loss_giou: 0.4130 (0.4635)  loss_giou_aux_0: 0.4240 (0.4863)  loss_giou_aux_1: 0.4070 (0.4728)  loss_giou_aux_2: 0.4162 (0.4679)  loss_giou_aux_3: 0.4117 (0.4649)  loss_giou_aux_4: 0.4119 (0.4637)  loss_giou_aux_5: 0.5270 (0.5485)  loss_giou_dn_0: 0.5385 (0.5641)  loss_giou_dn_1: 0.4392 (0.4563)  loss_giou_dn_2: 0.4090 (0.4251)  loss_giou_dn_3: 0.4001 (0.4168)  loss_giou_dn_4: 0.3986 (0.4147)  loss_giou_dn_5: 0.3998 (0.4149)  loss_vfl: 0.6426 (0.6566)  loss_vfl_aux_0: 0.7224 (0.7549)  loss_vfl_aux_1: 0.7201 (0.7122)  loss_vfl_aux_2: 0.6523 (0.6832)  loss_vfl_aux_3: 0.6495 (0.6681)  loss_vfl_aux_4: 0.6332 (0.6604)  loss_vfl_aux_5: 0.7246 (0.7420)  loss_vfl_dn_0: 0.4434 (0.4460)  loss_vfl_dn_1: 0.3780 (0.3804)  loss_vfl_dn_2: 0.3606 (0.3645)  loss_vfl_dn_3: 0.3539 (0.3573)  loss_vfl_dn_4: 0.3533 (0.3547)  loss_vfl_dn_5: 0.3513 (0.3540)  time: 0.4586  data: 0.0138  max mem: 5654
Epoch: [59]  [6400/7393]  eta: 0:08:08  lr: 0.000010  loss: 16.0095 (15.3939)  loss_bbox: 0.1467 (0.1485)  loss_bbox_aux_0: 0.1449 (0.1609)  loss_bbox_aux_1: 0.1421 (0.1533)  loss_bbox_aux_2: 0.1429 (0.1508)  loss_bbox_aux_3: 0.1440 (0.1492)  loss_bbox_aux_4: 0.1426 (0.1485)  loss_bbox_aux_5: 0.1749 (0.1958)  loss_bbox_dn_0: 0.2245 (0.2563)  loss_bbox_dn_1: 0.1738 (0.1870)  loss_bbox_dn_2: 0.1586 (0.1666)  loss_bbox_dn_3: 0.1545 (0.1608)  loss_bbox_dn_4: 0.1520 (0.1594)  loss_bbox_dn_5: 0.1520 (0.1595)  loss_giou: 0.5322 (0.4638)  loss_giou_aux_0: 0.5526 (0.4866)  loss_giou_aux_1: 0.5292 (0.4731)  loss_giou_aux_2: 0.5552 (0.4682)  loss_giou_aux_3: 0.5451 (0.4652)  loss_giou_aux_4: 0.5383 (0.4640)  loss_giou_aux_5: 0.6196 (0.5488)  loss_giou_dn_0: 0.6146 (0.5643)  loss_giou_dn_1: 0.5220 (0.4564)  loss_giou_dn_2: 0.4913 (0.4253)  loss_giou_dn_3: 0.4858 (0.4169)  loss_giou_dn_4: 0.4842 (0.4149)  loss_giou_dn_5: 0.4839 (0.4151)  loss_vfl: 0.6175 (0.6567)  loss_vfl_aux_0: 0.7082 (0.7549)  loss_vfl_aux_1: 0.6848 (0.7122)  loss_vfl_aux_2: 0.6480 (0.6832)  loss_vfl_aux_3: 0.6288 (0.6681)  loss_vfl_aux_4: 0.6188 (0.6605)  loss_vfl_aux_5: 0.6997 (0.7421)  loss_vfl_dn_0: 0.4434 (0.4461)  loss_vfl_dn_1: 0.3817 (0.3804)  loss_vfl_dn_2: 0.3687 (0.3645)  loss_vfl_dn_3: 0.3620 (0.3573)  loss_vfl_dn_4: 0.3610 (0.3547)  loss_vfl_dn_5: 0.3600 (0.3540)  time: 0.4666  data: 0.0136  max mem: 5654
Epoch: [59]  [6500/7393]  eta: 0:07:19  lr: 0.000010  loss: 15.0071 (15.3910)  loss_bbox: 0.1429 (0.1485)  loss_bbox_aux_0: 0.1570 (0.1610)  loss_bbox_aux_1: 0.1509 (0.1534)  loss_bbox_aux_2: 0.1481 (0.1509)  loss_bbox_aux_3: 0.1451 (0.1492)  loss_bbox_aux_4: 0.1431 (0.1486)  loss_bbox_aux_5: 0.1876 (0.1959)  loss_bbox_dn_0: 0.2388 (0.2563)  loss_bbox_dn_1: 0.1658 (0.1870)  loss_bbox_dn_2: 0.1507 (0.1666)  loss_bbox_dn_3: 0.1389 (0.1608)  loss_bbox_dn_4: 0.1377 (0.1594)  loss_bbox_dn_5: 0.1377 (0.1595)  loss_giou: 0.4410 (0.4635)  loss_giou_aux_0: 0.4561 (0.4863)  loss_giou_aux_1: 0.4457 (0.4728)  loss_giou_aux_2: 0.4429 (0.4679)  loss_giou_aux_3: 0.4376 (0.4649)  loss_giou_aux_4: 0.4402 (0.4637)  loss_giou_aux_5: 0.5150 (0.5484)  loss_giou_dn_0: 0.5246 (0.5640)  loss_giou_dn_1: 0.4288 (0.4562)  loss_giou_dn_2: 0.4026 (0.4250)  loss_giou_dn_3: 0.3939 (0.4167)  loss_giou_dn_4: 0.3929 (0.4146)  loss_giou_dn_5: 0.3930 (0.4148)  loss_vfl: 0.6527 (0.6567)  loss_vfl_aux_0: 0.7526 (0.7551)  loss_vfl_aux_1: 0.7134 (0.7122)  loss_vfl_aux_2: 0.6807 (0.6832)  loss_vfl_aux_3: 0.6667 (0.6682)  loss_vfl_aux_4: 0.6562 (0.6605)  loss_vfl_aux_5: 0.7515 (0.7423)  loss_vfl_dn_0: 0.4456 (0.4461)  loss_vfl_dn_1: 0.3800 (0.3804)  loss_vfl_dn_2: 0.3592 (0.3645)  loss_vfl_dn_3: 0.3517 (0.3573)  loss_vfl_dn_4: 0.3490 (0.3547)  loss_vfl_dn_5: 0.3482 (0.3540)  time: 0.4738  data: 0.0136  max mem: 5654
Epoch: [59]  [6600/7393]  eta: 0:06:29  lr: 0.000010  loss: 15.0713 (15.3895)  loss_bbox: 0.1326 (0.1485)  loss_bbox_aux_0: 0.1559 (0.1610)  loss_bbox_aux_1: 0.1407 (0.1533)  loss_bbox_aux_2: 0.1393 (0.1509)  loss_bbox_aux_3: 0.1318 (0.1492)  loss_bbox_aux_4: 0.1358 (0.1486)  loss_bbox_aux_5: 0.1850 (0.1959)  loss_bbox_dn_0: 0.2171 (0.2563)  loss_bbox_dn_1: 0.1532 (0.1870)  loss_bbox_dn_2: 0.1371 (0.1666)  loss_bbox_dn_3: 0.1323 (0.1608)  loss_bbox_dn_4: 0.1321 (0.1594)  loss_bbox_dn_5: 0.1322 (0.1594)  loss_giou: 0.4316 (0.4634)  loss_giou_aux_0: 0.4594 (0.4863)  loss_giou_aux_1: 0.4381 (0.4727)  loss_giou_aux_2: 0.4321 (0.4678)  loss_giou_aux_3: 0.4356 (0.4648)  loss_giou_aux_4: 0.4316 (0.4636)  loss_giou_aux_5: 0.5167 (0.5483)  loss_giou_dn_0: 0.5569 (0.5640)  loss_giou_dn_1: 0.4414 (0.4561)  loss_giou_dn_2: 0.4050 (0.4250)  loss_giou_dn_3: 0.3950 (0.4167)  loss_giou_dn_4: 0.3929 (0.4146)  loss_giou_dn_5: 0.3933 (0.4148)  loss_vfl: 0.6236 (0.6567)  loss_vfl_aux_0: 0.7601 (0.7549)  loss_vfl_aux_1: 0.6912 (0.7122)  loss_vfl_aux_2: 0.6648 (0.6832)  loss_vfl_aux_3: 0.6411 (0.6682)  loss_vfl_aux_4: 0.6271 (0.6605)  loss_vfl_aux_5: 0.7050 (0.7422)  loss_vfl_dn_0: 0.4459 (0.4461)  loss_vfl_dn_1: 0.3819 (0.3804)  loss_vfl_dn_2: 0.3648 (0.3645)  loss_vfl_dn_3: 0.3560 (0.3573)  loss_vfl_dn_4: 0.3527 (0.3547)  loss_vfl_dn_5: 0.3512 (0.3540)  time: 0.4600  data: 0.0135  max mem: 5654
Epoch: [59]  [6700/7393]  eta: 0:05:40  lr: 0.000010  loss: 15.3021 (15.3920)  loss_bbox: 0.1383 (0.1485)  loss_bbox_aux_0: 0.1436 (0.1610)  loss_bbox_aux_1: 0.1395 (0.1534)  loss_bbox_aux_2: 0.1378 (0.1509)  loss_bbox_aux_3: 0.1380 (0.1492)  loss_bbox_aux_4: 0.1387 (0.1486)  loss_bbox_aux_5: 0.1884 (0.1959)  loss_bbox_dn_0: 0.2375 (0.2562)  loss_bbox_dn_1: 0.1710 (0.1869)  loss_bbox_dn_2: 0.1519 (0.1666)  loss_bbox_dn_3: 0.1458 (0.1607)  loss_bbox_dn_4: 0.1446 (0.1594)  loss_bbox_dn_5: 0.1446 (0.1594)  loss_giou: 0.4527 (0.4636)  loss_giou_aux_0: 0.4758 (0.4865)  loss_giou_aux_1: 0.4579 (0.4729)  loss_giou_aux_2: 0.4573 (0.4681)  loss_giou_aux_3: 0.4553 (0.4651)  loss_giou_aux_4: 0.4498 (0.4638)  loss_giou_aux_5: 0.5255 (0.5485)  loss_giou_dn_0: 0.5544 (0.5642)  loss_giou_dn_1: 0.4346 (0.4563)  loss_giou_dn_2: 0.4051 (0.4251)  loss_giou_dn_3: 0.3927 (0.4168)  loss_giou_dn_4: 0.3911 (0.4147)  loss_giou_dn_5: 0.3911 (0.4149)  loss_vfl: 0.6541 (0.6566)  loss_vfl_aux_0: 0.7647 (0.7549)  loss_vfl_aux_1: 0.7094 (0.7121)  loss_vfl_aux_2: 0.6884 (0.6831)  loss_vfl_aux_3: 0.6762 (0.6681)  loss_vfl_aux_4: 0.6498 (0.6604)  loss_vfl_aux_5: 0.7373 (0.7422)  loss_vfl_dn_0: 0.4473 (0.4461)  loss_vfl_dn_1: 0.3877 (0.3805)  loss_vfl_dn_2: 0.3686 (0.3646)  loss_vfl_dn_3: 0.3575 (0.3573)  loss_vfl_dn_4: 0.3571 (0.3547)  loss_vfl_dn_5: 0.3552 (0.3540)  time: 0.4768  data: 0.0135  max mem: 5654
Epoch: [59]  [6800/7393]  eta: 0:04:51  lr: 0.000010  loss: 15.0679 (15.3923)  loss_bbox: 0.1387 (0.1486)  loss_bbox_aux_0: 0.1554 (0.1611)  loss_bbox_aux_1: 0.1455 (0.1535)  loss_bbox_aux_2: 0.1430 (0.1510)  loss_bbox_aux_3: 0.1396 (0.1493)  loss_bbox_aux_4: 0.1381 (0.1487)  loss_bbox_aux_5: 0.1939 (0.1959)  loss_bbox_dn_0: 0.2425 (0.2564)  loss_bbox_dn_1: 0.1784 (0.1871)  loss_bbox_dn_2: 0.1603 (0.1667)  loss_bbox_dn_3: 0.1521 (0.1609)  loss_bbox_dn_4: 0.1511 (0.1595)  loss_bbox_dn_5: 0.1505 (0.1595)  loss_giou: 0.4291 (0.4636)  loss_giou_aux_0: 0.4510 (0.4864)  loss_giou_aux_1: 0.4370 (0.4729)  loss_giou_aux_2: 0.4380 (0.4681)  loss_giou_aux_3: 0.4342 (0.4650)  loss_giou_aux_4: 0.4255 (0.4638)  loss_giou_aux_5: 0.5023 (0.5484)  loss_giou_dn_0: 0.5623 (0.5642)  loss_giou_dn_1: 0.4540 (0.4563)  loss_giou_dn_2: 0.4144 (0.4251)  loss_giou_dn_3: 0.4067 (0.4168)  loss_giou_dn_4: 0.4065 (0.4147)  loss_giou_dn_5: 0.4063 (0.4149)  loss_vfl: 0.6807 (0.6566)  loss_vfl_aux_0: 0.7623 (0.7548)  loss_vfl_aux_1: 0.7104 (0.7120)  loss_vfl_aux_2: 0.6991 (0.6830)  loss_vfl_aux_3: 0.6736 (0.6680)  loss_vfl_aux_4: 0.6790 (0.6603)  loss_vfl_aux_5: 0.7618 (0.7421)  loss_vfl_dn_0: 0.4444 (0.4461)  loss_vfl_dn_1: 0.3810 (0.3804)  loss_vfl_dn_2: 0.3667 (0.3645)  loss_vfl_dn_3: 0.3571 (0.3573)  loss_vfl_dn_4: 0.3556 (0.3547)  loss_vfl_dn_5: 0.3553 (0.3540)  time: 0.4664  data: 0.0137  max mem: 5654
Epoch: [59]  [6900/7393]  eta: 0:04:01  lr: 0.000010  loss: 15.1839 (15.3907)  loss_bbox: 0.1370 (0.1486)  loss_bbox_aux_0: 0.1435 (0.1610)  loss_bbox_aux_1: 0.1372 (0.1534)  loss_bbox_aux_2: 0.1387 (0.1510)  loss_bbox_aux_3: 0.1367 (0.1492)  loss_bbox_aux_4: 0.1362 (0.1486)  loss_bbox_aux_5: 0.1782 (0.1959)  loss_bbox_dn_0: 0.2470 (0.2563)  loss_bbox_dn_1: 0.1732 (0.1870)  loss_bbox_dn_2: 0.1508 (0.1666)  loss_bbox_dn_3: 0.1439 (0.1608)  loss_bbox_dn_4: 0.1440 (0.1594)  loss_bbox_dn_5: 0.1441 (0.1594)  loss_giou: 0.4374 (0.4636)  loss_giou_aux_0: 0.4464 (0.4864)  loss_giou_aux_1: 0.4466 (0.4728)  loss_giou_aux_2: 0.4412 (0.4680)  loss_giou_aux_3: 0.4425 (0.4650)  loss_giou_aux_4: 0.4357 (0.4638)  loss_giou_aux_5: 0.4983 (0.5484)  loss_giou_dn_0: 0.5607 (0.5642)  loss_giou_dn_1: 0.4475 (0.4562)  loss_giou_dn_2: 0.4096 (0.4250)  loss_giou_dn_3: 0.4017 (0.4167)  loss_giou_dn_4: 0.3998 (0.4146)  loss_giou_dn_5: 0.3997 (0.4148)  loss_vfl: 0.6503 (0.6565)  loss_vfl_aux_0: 0.7763 (0.7548)  loss_vfl_aux_1: 0.7187 (0.7120)  loss_vfl_aux_2: 0.6756 (0.6831)  loss_vfl_aux_3: 0.6660 (0.6680)  loss_vfl_aux_4: 0.6579 (0.6603)  loss_vfl_aux_5: 0.7530 (0.7422)  loss_vfl_dn_0: 0.4418 (0.4461)  loss_vfl_dn_1: 0.3884 (0.3804)  loss_vfl_dn_2: 0.3685 (0.3645)  loss_vfl_dn_3: 0.3596 (0.3573)  loss_vfl_dn_4: 0.3598 (0.3547)  loss_vfl_dn_5: 0.3600 (0.3540)  time: 0.4893  data: 0.0137  max mem: 5654
Epoch: [59]  [7000/7393]  eta: 0:03:12  lr: 0.000010  loss: 15.3699 (15.3912)  loss_bbox: 0.1391 (0.1486)  loss_bbox_aux_0: 0.1489 (0.1611)  loss_bbox_aux_1: 0.1402 (0.1534)  loss_bbox_aux_2: 0.1392 (0.1510)  loss_bbox_aux_3: 0.1396 (0.1493)  loss_bbox_aux_4: 0.1375 (0.1487)  loss_bbox_aux_5: 0.1880 (0.1960)  loss_bbox_dn_0: 0.2347 (0.2564)  loss_bbox_dn_1: 0.1737 (0.1871)  loss_bbox_dn_2: 0.1598 (0.1668)  loss_bbox_dn_3: 0.1507 (0.1609)  loss_bbox_dn_4: 0.1495 (0.1596)  loss_bbox_dn_5: 0.1496 (0.1596)  loss_giou: 0.4355 (0.4635)  loss_giou_aux_0: 0.4589 (0.4863)  loss_giou_aux_1: 0.4480 (0.4727)  loss_giou_aux_2: 0.4362 (0.4679)  loss_giou_aux_3: 0.4461 (0.4649)  loss_giou_aux_4: 0.4341 (0.4637)  loss_giou_aux_5: 0.5213 (0.5482)  loss_giou_dn_0: 0.5609 (0.5641)  loss_giou_dn_1: 0.4558 (0.4562)  loss_giou_dn_2: 0.4210 (0.4250)  loss_giou_dn_3: 0.4102 (0.4167)  loss_giou_dn_4: 0.4065 (0.4146)  loss_giou_dn_5: 0.4067 (0.4148)  loss_vfl: 0.6682 (0.6566)  loss_vfl_aux_0: 0.7506 (0.7547)  loss_vfl_aux_1: 0.7095 (0.7121)  loss_vfl_aux_2: 0.6876 (0.6832)  loss_vfl_aux_3: 0.6692 (0.6680)  loss_vfl_aux_4: 0.6730 (0.6604)  loss_vfl_aux_5: 0.7323 (0.7422)  loss_vfl_dn_0: 0.4492 (0.4461)  loss_vfl_dn_1: 0.3773 (0.3804)  loss_vfl_dn_2: 0.3597 (0.3645)  loss_vfl_dn_3: 0.3548 (0.3573)  loss_vfl_dn_4: 0.3504 (0.3547)  loss_vfl_dn_5: 0.3489 (0.3540)  time: 0.4693  data: 0.0143  max mem: 5654
Epoch: [59]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 15.5089 (15.3893)  loss_bbox: 0.1455 (0.1486)  loss_bbox_aux_0: 0.1605 (0.1611)  loss_bbox_aux_1: 0.1510 (0.1534)  loss_bbox_aux_2: 0.1479 (0.1510)  loss_bbox_aux_3: 0.1444 (0.1493)  loss_bbox_aux_4: 0.1460 (0.1487)  loss_bbox_aux_5: 0.2020 (0.1960)  loss_bbox_dn_0: 0.2612 (0.2564)  loss_bbox_dn_1: 0.1914 (0.1871)  loss_bbox_dn_2: 0.1678 (0.1667)  loss_bbox_dn_3: 0.1595 (0.1609)  loss_bbox_dn_4: 0.1570 (0.1595)  loss_bbox_dn_5: 0.1570 (0.1595)  loss_giou: 0.4505 (0.4634)  loss_giou_aux_0: 0.4614 (0.4862)  loss_giou_aux_1: 0.4405 (0.4727)  loss_giou_aux_2: 0.4600 (0.4678)  loss_giou_aux_3: 0.4494 (0.4648)  loss_giou_aux_4: 0.4510 (0.4636)  loss_giou_aux_5: 0.5065 (0.5481)  loss_giou_dn_0: 0.5719 (0.5640)  loss_giou_dn_1: 0.4464 (0.4561)  loss_giou_dn_2: 0.4182 (0.4249)  loss_giou_dn_3: 0.4091 (0.4166)  loss_giou_dn_4: 0.4068 (0.4145)  loss_giou_dn_5: 0.4073 (0.4147)  loss_vfl: 0.6445 (0.6566)  loss_vfl_aux_0: 0.7279 (0.7547)  loss_vfl_aux_1: 0.6962 (0.7119)  loss_vfl_aux_2: 0.6646 (0.6831)  loss_vfl_aux_3: 0.6438 (0.6680)  loss_vfl_aux_4: 0.6445 (0.6603)  loss_vfl_aux_5: 0.7060 (0.7422)  loss_vfl_dn_0: 0.4406 (0.4461)  loss_vfl_dn_1: 0.3753 (0.3804)  loss_vfl_dn_2: 0.3627 (0.3645)  loss_vfl_dn_3: 0.3584 (0.3572)  loss_vfl_dn_4: 0.3572 (0.3547)  loss_vfl_dn_5: 0.3563 (0.3540)  time: 0.4885  data: 0.0153  max mem: 5654
Epoch: [59]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.8219 (15.3892)  loss_bbox: 0.1443 (0.1487)  loss_bbox_aux_0: 0.1618 (0.1611)  loss_bbox_aux_1: 0.1585 (0.1534)  loss_bbox_aux_2: 0.1581 (0.1510)  loss_bbox_aux_3: 0.1444 (0.1494)  loss_bbox_aux_4: 0.1460 (0.1487)  loss_bbox_aux_5: 0.1981 (0.1960)  loss_bbox_dn_0: 0.2726 (0.2565)  loss_bbox_dn_1: 0.2042 (0.1872)  loss_bbox_dn_2: 0.1686 (0.1668)  loss_bbox_dn_3: 0.1670 (0.1609)  loss_bbox_dn_4: 0.1673 (0.1596)  loss_bbox_dn_5: 0.1672 (0.1596)  loss_giou: 0.4821 (0.4634)  loss_giou_aux_0: 0.4863 (0.4862)  loss_giou_aux_1: 0.4875 (0.4727)  loss_giou_aux_2: 0.4879 (0.4678)  loss_giou_aux_3: 0.4853 (0.4649)  loss_giou_aux_4: 0.4822 (0.4636)  loss_giou_aux_5: 0.5993 (0.5481)  loss_giou_dn_0: 0.5855 (0.5640)  loss_giou_dn_1: 0.4855 (0.4561)  loss_giou_dn_2: 0.4422 (0.4249)  loss_giou_dn_3: 0.4356 (0.4166)  loss_giou_dn_4: 0.4329 (0.4145)  loss_giou_dn_5: 0.4328 (0.4147)  loss_vfl: 0.6263 (0.6564)  loss_vfl_aux_0: 0.7708 (0.7546)  loss_vfl_aux_1: 0.6974 (0.7118)  loss_vfl_aux_2: 0.6631 (0.6830)  loss_vfl_aux_3: 0.6642 (0.6679)  loss_vfl_aux_4: 0.6299 (0.6602)  loss_vfl_aux_5: 0.7407 (0.7421)  loss_vfl_dn_0: 0.4470 (0.4460)  loss_vfl_dn_1: 0.3858 (0.3804)  loss_vfl_dn_2: 0.3692 (0.3645)  loss_vfl_dn_3: 0.3637 (0.3572)  loss_vfl_dn_4: 0.3631 (0.3547)  loss_vfl_dn_5: 0.3614 (0.3540)  time: 0.4677  data: 0.0143  max mem: 5654
Epoch: [59]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 14.8485 (15.3885)  loss_bbox: 0.1433 (0.1487)  loss_bbox_aux_0: 0.1490 (0.1611)  loss_bbox_aux_1: 0.1491 (0.1535)  loss_bbox_aux_2: 0.1450 (0.1511)  loss_bbox_aux_3: 0.1447 (0.1494)  loss_bbox_aux_4: 0.1412 (0.1488)  loss_bbox_aux_5: 0.1788 (0.1960)  loss_bbox_dn_0: 0.2322 (0.2565)  loss_bbox_dn_1: 0.1602 (0.1872)  loss_bbox_dn_2: 0.1541 (0.1668)  loss_bbox_dn_3: 0.1501 (0.1610)  loss_bbox_dn_4: 0.1476 (0.1596)  loss_bbox_dn_5: 0.1476 (0.1596)  loss_giou: 0.4187 (0.4633)  loss_giou_aux_0: 0.4235 (0.4860)  loss_giou_aux_1: 0.4105 (0.4725)  loss_giou_aux_2: 0.4254 (0.4677)  loss_giou_aux_3: 0.4265 (0.4647)  loss_giou_aux_4: 0.4096 (0.4635)  loss_giou_aux_5: 0.5016 (0.5479)  loss_giou_dn_0: 0.5229 (0.5638)  loss_giou_dn_1: 0.4158 (0.4560)  loss_giou_dn_2: 0.3853 (0.4248)  loss_giou_dn_3: 0.3768 (0.4165)  loss_giou_dn_4: 0.3748 (0.4144)  loss_giou_dn_5: 0.3747 (0.4146)  loss_vfl: 0.6600 (0.6565)  loss_vfl_aux_0: 0.7698 (0.7547)  loss_vfl_aux_1: 0.7135 (0.7118)  loss_vfl_aux_2: 0.6962 (0.6831)  loss_vfl_aux_3: 0.6748 (0.6679)  loss_vfl_aux_4: 0.6637 (0.6603)  loss_vfl_aux_5: 0.7526 (0.7423)  loss_vfl_dn_0: 0.4484 (0.4460)  loss_vfl_dn_1: 0.3805 (0.3804)  loss_vfl_dn_2: 0.3630 (0.3645)  loss_vfl_dn_3: 0.3541 (0.3572)  loss_vfl_dn_4: 0.3538 (0.3547)  loss_vfl_dn_5: 0.3534 (0.3540)  time: 0.4790  data: 0.0138  max mem: 5654
Epoch: [59]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.4019 (15.3890)  loss_bbox: 0.1383 (0.1488)  loss_bbox_aux_0: 0.1553 (0.1612)  loss_bbox_aux_1: 0.1425 (0.1535)  loss_bbox_aux_2: 0.1409 (0.1511)  loss_bbox_aux_3: 0.1392 (0.1495)  loss_bbox_aux_4: 0.1370 (0.1488)  loss_bbox_aux_5: 0.1824 (0.1960)  loss_bbox_dn_0: 0.2598 (0.2566)  loss_bbox_dn_1: 0.1905 (0.1872)  loss_bbox_dn_2: 0.1701 (0.1669)  loss_bbox_dn_3: 0.1640 (0.1610)  loss_bbox_dn_4: 0.1620 (0.1597)  loss_bbox_dn_5: 0.1620 (0.1597)  loss_giou: 0.4178 (0.4631)  loss_giou_aux_0: 0.4353 (0.4859)  loss_giou_aux_1: 0.4169 (0.4724)  loss_giou_aux_2: 0.4117 (0.4675)  loss_giou_aux_3: 0.4129 (0.4646)  loss_giou_aux_4: 0.4234 (0.4633)  loss_giou_aux_5: 0.4985 (0.5477)  loss_giou_dn_0: 0.5536 (0.5637)  loss_giou_dn_1: 0.4496 (0.4559)  loss_giou_dn_2: 0.4181 (0.4247)  loss_giou_dn_3: 0.4080 (0.4164)  loss_giou_dn_4: 0.4064 (0.4143)  loss_giou_dn_5: 0.4064 (0.4145)  loss_vfl: 0.6551 (0.6568)  loss_vfl_aux_0: 0.7622 (0.7549)  loss_vfl_aux_1: 0.7234 (0.7121)  loss_vfl_aux_2: 0.6765 (0.6833)  loss_vfl_aux_3: 0.6683 (0.6681)  loss_vfl_aux_4: 0.6577 (0.6605)  loss_vfl_aux_5: 0.7633 (0.7426)  loss_vfl_dn_0: 0.4494 (0.4461)  loss_vfl_dn_1: 0.3823 (0.3804)  loss_vfl_dn_2: 0.3652 (0.3645)  loss_vfl_dn_3: 0.3553 (0.3572)  loss_vfl_dn_4: 0.3515 (0.3547)  loss_vfl_dn_5: 0.3505 (0.3540)  time: 0.4792  data: 0.0136  max mem: 5654
Epoch: [59] Total time: 1:00:22 (0.4900 s / it)
Averaged stats: lr: 0.000010  loss: 15.4019 (15.3890)  loss_bbox: 0.1383 (0.1488)  loss_bbox_aux_0: 0.1553 (0.1612)  loss_bbox_aux_1: 0.1425 (0.1535)  loss_bbox_aux_2: 0.1409 (0.1511)  loss_bbox_aux_3: 0.1392 (0.1495)  loss_bbox_aux_4: 0.1370 (0.1488)  loss_bbox_aux_5: 0.1824 (0.1960)  loss_bbox_dn_0: 0.2598 (0.2566)  loss_bbox_dn_1: 0.1905 (0.1872)  loss_bbox_dn_2: 0.1701 (0.1669)  loss_bbox_dn_3: 0.1640 (0.1610)  loss_bbox_dn_4: 0.1620 (0.1597)  loss_bbox_dn_5: 0.1620 (0.1597)  loss_giou: 0.4178 (0.4631)  loss_giou_aux_0: 0.4353 (0.4859)  loss_giou_aux_1: 0.4169 (0.4724)  loss_giou_aux_2: 0.4117 (0.4675)  loss_giou_aux_3: 0.4129 (0.4646)  loss_giou_aux_4: 0.4234 (0.4633)  loss_giou_aux_5: 0.4985 (0.5477)  loss_giou_dn_0: 0.5536 (0.5637)  loss_giou_dn_1: 0.4496 (0.4559)  loss_giou_dn_2: 0.4181 (0.4247)  loss_giou_dn_3: 0.4080 (0.4164)  loss_giou_dn_4: 0.4064 (0.4143)  loss_giou_dn_5: 0.4064 (0.4145)  loss_vfl: 0.6551 (0.6568)  loss_vfl_aux_0: 0.7622 (0.7549)  loss_vfl_aux_1: 0.7234 (0.7121)  loss_vfl_aux_2: 0.6765 (0.6833)  loss_vfl_aux_3: 0.6683 (0.6681)  loss_vfl_aux_4: 0.6577 (0.6605)  loss_vfl_aux_5: 0.7633 (0.7426)  loss_vfl_dn_0: 0.4494 (0.4461)  loss_vfl_dn_1: 0.3823 (0.3804)  loss_vfl_dn_2: 0.3652 (0.3645)  loss_vfl_dn_3: 0.3553 (0.3572)  loss_vfl_dn_4: 0.3515 (0.3547)  loss_vfl_dn_5: 0.3505 (0.3540)
Test:  [  0/157]  eta: 0:04:28    time: 1.7099  data: 1.2730  max mem: 5654
Test:  [ 10/157]  eta: 0:01:16    time: 0.5226  data: 0.1386  max mem: 5654
Test:  [ 20/157]  eta: 0:01:03    time: 0.4000  data: 0.0264  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3931  data: 0.0273  max mem: 5654
Test:  [ 40/157]  eta: 0:01:09    time: 0.7347  data: 0.0264  max mem: 5654
Test:  [ 50/157]  eta: 0:00:59    time: 0.7381  data: 0.0259  max mem: 5654
Test:  [ 60/157]  eta: 0:00:51    time: 0.3949  data: 0.0256  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.3921  data: 0.0259  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.4058  data: 0.0267  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.4157  data: 0.0265  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.4027  data: 0.0264  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.4009  data: 0.0268  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3949  data: 0.0271  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3889  data: 0.0264  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3883  data: 0.0257  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3745  data: 0.0257  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6701  data: 0.0249  max mem: 5654
Test: Total time: 0:01:16 (0.4872 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.53s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.532
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.711
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.575
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.356
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.575
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.712
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.393
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.657
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.725
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.551
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.772
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.889
best_stat:  {'epoch': 59, 'coco_eval_bbox': 0.5319644360890239}
Epoch: [60]  [   0/7393]  eta: 1 day, 4:10:23  lr: 0.000010  loss: 13.8950 (13.8950)  loss_bbox: 0.1276 (0.1276)  loss_bbox_aux_0: 0.1367 (0.1367)  loss_bbox_aux_1: 0.1226 (0.1226)  loss_bbox_aux_2: 0.1264 (0.1264)  loss_bbox_aux_3: 0.1289 (0.1289)  loss_bbox_aux_4: 0.1276 (0.1276)  loss_bbox_aux_5: 0.1566 (0.1566)  loss_bbox_dn_0: 0.2029 (0.2029)  loss_bbox_dn_1: 0.1428 (0.1428)  loss_bbox_dn_2: 0.1283 (0.1283)  loss_bbox_dn_3: 0.1268 (0.1268)  loss_bbox_dn_4: 0.1260 (0.1260)  loss_bbox_dn_5: 0.1260 (0.1260)  loss_giou: 0.3693 (0.3693)  loss_giou_aux_0: 0.3799 (0.3799)  loss_giou_aux_1: 0.3686 (0.3686)  loss_giou_aux_2: 0.3640 (0.3640)  loss_giou_aux_3: 0.3707 (0.3707)  loss_giou_aux_4: 0.3692 (0.3692)  loss_giou_aux_5: 0.4273 (0.4273)  loss_giou_dn_0: 0.4705 (0.4705)  loss_giou_dn_1: 0.3614 (0.3614)  loss_giou_dn_2: 0.3368 (0.3368)  loss_giou_dn_3: 0.3306 (0.3306)  loss_giou_dn_4: 0.3300 (0.3300)  loss_giou_dn_5: 0.3303 (0.3303)  loss_vfl: 0.6974 (0.6974)  loss_vfl_aux_0: 0.7901 (0.7901)  loss_vfl_aux_1: 0.7535 (0.7535)  loss_vfl_aux_2: 0.7404 (0.7404)  loss_vfl_aux_3: 0.6918 (0.6918)  loss_vfl_aux_4: 0.6887 (0.6887)  loss_vfl_aux_5: 0.7799 (0.7799)  loss_vfl_dn_0: 0.4408 (0.4408)  loss_vfl_dn_1: 0.3625 (0.3625)  loss_vfl_dn_2: 0.3457 (0.3457)  loss_vfl_dn_3: 0.3403 (0.3403)  loss_vfl_dn_4: 0.3385 (0.3385)  loss_vfl_dn_5: 0.3376 (0.3376)  time: 13.7188  data: 3.5107  max mem: 5654
Epoch: [60]  [ 100/7393]  eta: 1:16:58  lr: 0.000010  loss: 15.4804 (15.5242)  loss_bbox: 0.1586 (0.1532)  loss_bbox_aux_0: 0.1809 (0.1691)  loss_bbox_aux_1: 0.1669 (0.1610)  loss_bbox_aux_2: 0.1623 (0.1565)  loss_bbox_aux_3: 0.1583 (0.1541)  loss_bbox_aux_4: 0.1642 (0.1528)  loss_bbox_aux_5: 0.2089 (0.2030)  loss_bbox_dn_0: 0.2451 (0.2628)  loss_bbox_dn_1: 0.1794 (0.1908)  loss_bbox_dn_2: 0.1559 (0.1693)  loss_bbox_dn_3: 0.1522 (0.1629)  loss_bbox_dn_4: 0.1531 (0.1615)  loss_bbox_dn_5: 0.1532 (0.1615)  loss_giou: 0.4479 (0.4692)  loss_giou_aux_0: 0.4859 (0.4916)  loss_giou_aux_1: 0.4633 (0.4801)  loss_giou_aux_2: 0.4435 (0.4731)  loss_giou_aux_3: 0.4468 (0.4695)  loss_giou_aux_4: 0.4507 (0.4691)  loss_giou_aux_5: 0.5503 (0.5511)  loss_giou_dn_0: 0.5583 (0.5719)  loss_giou_dn_1: 0.4625 (0.4604)  loss_giou_dn_2: 0.4274 (0.4277)  loss_giou_dn_3: 0.4155 (0.4187)  loss_giou_dn_4: 0.4114 (0.4164)  loss_giou_dn_5: 0.4121 (0.4166)  loss_vfl: 0.6519 (0.6539)  loss_vfl_aux_0: 0.7718 (0.7565)  loss_vfl_aux_1: 0.7185 (0.7133)  loss_vfl_aux_2: 0.7076 (0.6877)  loss_vfl_aux_3: 0.6881 (0.6678)  loss_vfl_aux_4: 0.6626 (0.6568)  loss_vfl_aux_5: 0.7450 (0.7464)  loss_vfl_dn_0: 0.4476 (0.4465)  loss_vfl_dn_1: 0.3840 (0.3829)  loss_vfl_dn_2: 0.3655 (0.3662)  loss_vfl_dn_3: 0.3601 (0.3594)  loss_vfl_dn_4: 0.3566 (0.3568)  loss_vfl_dn_5: 0.3559 (0.3561)  time: 0.4902  data: 0.0151  max mem: 5654
Epoch: [60]  [ 200/7393]  eta: 1:06:56  lr: 0.000010  loss: 15.5707 (15.5491)  loss_bbox: 0.1433 (0.1520)  loss_bbox_aux_0: 0.1433 (0.1646)  loss_bbox_aux_1: 0.1437 (0.1579)  loss_bbox_aux_2: 0.1461 (0.1550)  loss_bbox_aux_3: 0.1448 (0.1528)  loss_bbox_aux_4: 0.1442 (0.1520)  loss_bbox_aux_5: 0.1917 (0.1996)  loss_bbox_dn_0: 0.2508 (0.2612)  loss_bbox_dn_1: 0.1902 (0.1901)  loss_bbox_dn_2: 0.1705 (0.1687)  loss_bbox_dn_3: 0.1589 (0.1623)  loss_bbox_dn_4: 0.1609 (0.1609)  loss_bbox_dn_5: 0.1610 (0.1609)  loss_giou: 0.4562 (0.4731)  loss_giou_aux_0: 0.4750 (0.4948)  loss_giou_aux_1: 0.4839 (0.4838)  loss_giou_aux_2: 0.4633 (0.4773)  loss_giou_aux_3: 0.4581 (0.4740)  loss_giou_aux_4: 0.4553 (0.4737)  loss_giou_aux_5: 0.5479 (0.5550)  loss_giou_dn_0: 0.5816 (0.5738)  loss_giou_dn_1: 0.4666 (0.4629)  loss_giou_dn_2: 0.4221 (0.4307)  loss_giou_dn_3: 0.4142 (0.4218)  loss_giou_dn_4: 0.4126 (0.4196)  loss_giou_dn_5: 0.4124 (0.4198)  loss_vfl: 0.6649 (0.6553)  loss_vfl_aux_0: 0.7503 (0.7575)  loss_vfl_aux_1: 0.7304 (0.7114)  loss_vfl_aux_2: 0.7061 (0.6871)  loss_vfl_aux_3: 0.6828 (0.6677)  loss_vfl_aux_4: 0.6717 (0.6591)  loss_vfl_aux_5: 0.7402 (0.7425)  loss_vfl_dn_0: 0.4460 (0.4463)  loss_vfl_dn_1: 0.3873 (0.3835)  loss_vfl_dn_2: 0.3680 (0.3667)  loss_vfl_dn_3: 0.3620 (0.3598)  loss_vfl_dn_4: 0.3607 (0.3570)  loss_vfl_dn_5: 0.3591 (0.3565)  time: 0.4637  data: 0.0144  max mem: 5654
Epoch: [60]  [ 300/7393]  eta: 1:02:57  lr: 0.000010  loss: 15.3500 (15.4164)  loss_bbox: 0.1557 (0.1496)  loss_bbox_aux_0: 0.1597 (0.1616)  loss_bbox_aux_1: 0.1470 (0.1544)  loss_bbox_aux_2: 0.1566 (0.1519)  loss_bbox_aux_3: 0.1530 (0.1505)  loss_bbox_aux_4: 0.1530 (0.1496)  loss_bbox_aux_5: 0.2043 (0.1977)  loss_bbox_dn_0: 0.2749 (0.2579)  loss_bbox_dn_1: 0.1973 (0.1867)  loss_bbox_dn_2: 0.1783 (0.1660)  loss_bbox_dn_3: 0.1737 (0.1598)  loss_bbox_dn_4: 0.1720 (0.1585)  loss_bbox_dn_5: 0.1720 (0.1585)  loss_giou: 0.4404 (0.4682)  loss_giou_aux_0: 0.4637 (0.4891)  loss_giou_aux_1: 0.4510 (0.4773)  loss_giou_aux_2: 0.4392 (0.4714)  loss_giou_aux_3: 0.4439 (0.4688)  loss_giou_aux_4: 0.4420 (0.4687)  loss_giou_aux_5: 0.5192 (0.5499)  loss_giou_dn_0: 0.5638 (0.5675)  loss_giou_dn_1: 0.4467 (0.4572)  loss_giou_dn_2: 0.4113 (0.4254)  loss_giou_dn_3: 0.4031 (0.4167)  loss_giou_dn_4: 0.4008 (0.4146)  loss_giou_dn_5: 0.4018 (0.4148)  loss_vfl: 0.6532 (0.6535)  loss_vfl_aux_0: 0.7341 (0.7542)  loss_vfl_aux_1: 0.7135 (0.7100)  loss_vfl_aux_2: 0.6836 (0.6855)  loss_vfl_aux_3: 0.6434 (0.6651)  loss_vfl_aux_4: 0.6386 (0.6574)  loss_vfl_aux_5: 0.7470 (0.7422)  loss_vfl_dn_0: 0.4460 (0.4456)  loss_vfl_dn_1: 0.3781 (0.3809)  loss_vfl_dn_2: 0.3651 (0.3643)  loss_vfl_dn_3: 0.3569 (0.3571)  loss_vfl_dn_4: 0.3555 (0.3546)  loss_vfl_dn_5: 0.3548 (0.3538)  time: 0.4753  data: 0.0144  max mem: 5654
Epoch: [60]  [ 400/7393]  eta: 1:00:28  lr: 0.000010  loss: 15.0504 (15.4250)  loss_bbox: 0.1352 (0.1501)  loss_bbox_aux_0: 0.1500 (0.1613)  loss_bbox_aux_1: 0.1408 (0.1539)  loss_bbox_aux_2: 0.1351 (0.1516)  loss_bbox_aux_3: 0.1337 (0.1509)  loss_bbox_aux_4: 0.1362 (0.1500)  loss_bbox_aux_5: 0.1781 (0.1972)  loss_bbox_dn_0: 0.2208 (0.2577)  loss_bbox_dn_1: 0.1606 (0.1870)  loss_bbox_dn_2: 0.1446 (0.1661)  loss_bbox_dn_3: 0.1418 (0.1598)  loss_bbox_dn_4: 0.1402 (0.1586)  loss_bbox_dn_5: 0.1402 (0.1586)  loss_giou: 0.4569 (0.4712)  loss_giou_aux_0: 0.4921 (0.4914)  loss_giou_aux_1: 0.4670 (0.4793)  loss_giou_aux_2: 0.4741 (0.4735)  loss_giou_aux_3: 0.4541 (0.4716)  loss_giou_aux_4: 0.4614 (0.4714)  loss_giou_aux_5: 0.5333 (0.5527)  loss_giou_dn_0: 0.5583 (0.5688)  loss_giou_dn_1: 0.4485 (0.4591)  loss_giou_dn_2: 0.4120 (0.4272)  loss_giou_dn_3: 0.4032 (0.4186)  loss_giou_dn_4: 0.4022 (0.4166)  loss_giou_dn_5: 0.4031 (0.4168)  loss_vfl: 0.6321 (0.6507)  loss_vfl_aux_0: 0.7202 (0.7507)  loss_vfl_aux_1: 0.6751 (0.7071)  loss_vfl_aux_2: 0.6541 (0.6840)  loss_vfl_aux_3: 0.6396 (0.6628)  loss_vfl_aux_4: 0.6272 (0.6547)  loss_vfl_aux_5: 0.7191 (0.7397)  loss_vfl_dn_0: 0.4442 (0.4452)  loss_vfl_dn_1: 0.3804 (0.3802)  loss_vfl_dn_2: 0.3612 (0.3640)  loss_vfl_dn_3: 0.3542 (0.3568)  loss_vfl_dn_4: 0.3523 (0.3543)  loss_vfl_dn_5: 0.3523 (0.3536)  time: 0.4853  data: 0.0146  max mem: 5654
Epoch: [60]  [ 500/7393]  eta: 0:58:37  lr: 0.000010  loss: 14.8774 (15.4253)  loss_bbox: 0.1472 (0.1504)  loss_bbox_aux_0: 0.1496 (0.1614)  loss_bbox_aux_1: 0.1480 (0.1539)  loss_bbox_aux_2: 0.1511 (0.1515)  loss_bbox_aux_3: 0.1463 (0.1510)  loss_bbox_aux_4: 0.1498 (0.1504)  loss_bbox_aux_5: 0.1859 (0.1970)  loss_bbox_dn_0: 0.2189 (0.2575)  loss_bbox_dn_1: 0.1614 (0.1871)  loss_bbox_dn_2: 0.1426 (0.1662)  loss_bbox_dn_3: 0.1384 (0.1601)  loss_bbox_dn_4: 0.1390 (0.1588)  loss_bbox_dn_5: 0.1390 (0.1588)  loss_giou: 0.4729 (0.4702)  loss_giou_aux_0: 0.5168 (0.4910)  loss_giou_aux_1: 0.5067 (0.4784)  loss_giou_aux_2: 0.4841 (0.4724)  loss_giou_aux_3: 0.4763 (0.4707)  loss_giou_aux_4: 0.4754 (0.4705)  loss_giou_aux_5: 0.5703 (0.5524)  loss_giou_dn_0: 0.5678 (0.5674)  loss_giou_dn_1: 0.4709 (0.4586)  loss_giou_dn_2: 0.4527 (0.4266)  loss_giou_dn_3: 0.4379 (0.4180)  loss_giou_dn_4: 0.4374 (0.4160)  loss_giou_dn_5: 0.4380 (0.4162)  loss_vfl: 0.6444 (0.6527)  loss_vfl_aux_0: 0.7305 (0.7510)  loss_vfl_aux_1: 0.6918 (0.7088)  loss_vfl_aux_2: 0.6649 (0.6861)  loss_vfl_aux_3: 0.6536 (0.6648)  loss_vfl_aux_4: 0.6427 (0.6560)  loss_vfl_aux_5: 0.7343 (0.7408)  loss_vfl_dn_0: 0.4420 (0.4449)  loss_vfl_dn_1: 0.3844 (0.3801)  loss_vfl_dn_2: 0.3663 (0.3639)  loss_vfl_dn_3: 0.3612 (0.3567)  loss_vfl_dn_4: 0.3572 (0.3541)  loss_vfl_dn_5: 0.3585 (0.3534)  time: 0.4742  data: 0.0142  max mem: 5654
Epoch: [60]  [ 600/7393]  eta: 0:57:15  lr: 0.000010  loss: 15.6752 (15.4059)  loss_bbox: 0.1539 (0.1486)  loss_bbox_aux_0: 0.1577 (0.1600)  loss_bbox_aux_1: 0.1477 (0.1522)  loss_bbox_aux_2: 0.1559 (0.1498)  loss_bbox_aux_3: 0.1512 (0.1493)  loss_bbox_aux_4: 0.1471 (0.1486)  loss_bbox_aux_5: 0.1929 (0.1951)  loss_bbox_dn_0: 0.2635 (0.2558)  loss_bbox_dn_1: 0.1983 (0.1861)  loss_bbox_dn_2: 0.1815 (0.1655)  loss_bbox_dn_3: 0.1816 (0.1595)  loss_bbox_dn_4: 0.1781 (0.1582)  loss_bbox_dn_5: 0.1780 (0.1582)  loss_giou: 0.4836 (0.4693)  loss_giou_aux_0: 0.5033 (0.4906)  loss_giou_aux_1: 0.4875 (0.4776)  loss_giou_aux_2: 0.4868 (0.4714)  loss_giou_aux_3: 0.4860 (0.4701)  loss_giou_aux_4: 0.4795 (0.4695)  loss_giou_aux_5: 0.5640 (0.5520)  loss_giou_dn_0: 0.5706 (0.5671)  loss_giou_dn_1: 0.4635 (0.4586)  loss_giou_dn_2: 0.4365 (0.4268)  loss_giou_dn_3: 0.4297 (0.4182)  loss_giou_dn_4: 0.4268 (0.4162)  loss_giou_dn_5: 0.4267 (0.4164)  loss_vfl: 0.6729 (0.6527)  loss_vfl_aux_0: 0.7790 (0.7510)  loss_vfl_aux_1: 0.7321 (0.7094)  loss_vfl_aux_2: 0.7174 (0.6869)  loss_vfl_aux_3: 0.6931 (0.6650)  loss_vfl_aux_4: 0.6702 (0.6566)  loss_vfl_aux_5: 0.7449 (0.7399)  loss_vfl_dn_0: 0.4475 (0.4449)  loss_vfl_dn_1: 0.3809 (0.3802)  loss_vfl_dn_2: 0.3679 (0.3640)  loss_vfl_dn_3: 0.3618 (0.3569)  loss_vfl_dn_4: 0.3631 (0.3544)  loss_vfl_dn_5: 0.3655 (0.3537)  time: 0.4917  data: 0.0152  max mem: 5654
Epoch: [60]  [ 700/7393]  eta: 0:56:03  lr: 0.000010  loss: 15.6286 (15.3953)  loss_bbox: 0.1401 (0.1484)  loss_bbox_aux_0: 0.1504 (0.1597)  loss_bbox_aux_1: 0.1493 (0.1521)  loss_bbox_aux_2: 0.1416 (0.1495)  loss_bbox_aux_3: 0.1406 (0.1493)  loss_bbox_aux_4: 0.1394 (0.1485)  loss_bbox_aux_5: 0.1837 (0.1949)  loss_bbox_dn_0: 0.2299 (0.2554)  loss_bbox_dn_1: 0.1694 (0.1861)  loss_bbox_dn_2: 0.1477 (0.1654)  loss_bbox_dn_3: 0.1404 (0.1594)  loss_bbox_dn_4: 0.1409 (0.1581)  loss_bbox_dn_5: 0.1408 (0.1581)  loss_giou: 0.4235 (0.4678)  loss_giou_aux_0: 0.4538 (0.4893)  loss_giou_aux_1: 0.4253 (0.4763)  loss_giou_aux_2: 0.4205 (0.4699)  loss_giou_aux_3: 0.4216 (0.4687)  loss_giou_aux_4: 0.4220 (0.4680)  loss_giou_aux_5: 0.5396 (0.5509)  loss_giou_dn_0: 0.5494 (0.5664)  loss_giou_dn_1: 0.4489 (0.4580)  loss_giou_dn_2: 0.4080 (0.4263)  loss_giou_dn_3: 0.3960 (0.4178)  loss_giou_dn_4: 0.3967 (0.4157)  loss_giou_dn_5: 0.3968 (0.4160)  loss_vfl: 0.6694 (0.6530)  loss_vfl_aux_0: 0.7674 (0.7517)  loss_vfl_aux_1: 0.7442 (0.7097)  loss_vfl_aux_2: 0.7105 (0.6875)  loss_vfl_aux_3: 0.6888 (0.6655)  loss_vfl_aux_4: 0.6775 (0.6570)  loss_vfl_aux_5: 0.7604 (0.7402)  loss_vfl_dn_0: 0.4456 (0.4449)  loss_vfl_dn_1: 0.3830 (0.3803)  loss_vfl_dn_2: 0.3703 (0.3642)  loss_vfl_dn_3: 0.3612 (0.3571)  loss_vfl_dn_4: 0.3573 (0.3546)  loss_vfl_dn_5: 0.3581 (0.3539)  time: 0.4875  data: 0.0151  max mem: 5654
Epoch: [60]  [ 800/7393]  eta: 0:54:56  lr: 0.000010  loss: 14.6317 (15.3561)  loss_bbox: 0.1275 (0.1472)  loss_bbox_aux_0: 0.1448 (0.1586)  loss_bbox_aux_1: 0.1367 (0.1508)  loss_bbox_aux_2: 0.1307 (0.1483)  loss_bbox_aux_3: 0.1302 (0.1479)  loss_bbox_aux_4: 0.1300 (0.1473)  loss_bbox_aux_5: 0.1932 (0.1938)  loss_bbox_dn_0: 0.2475 (0.2532)  loss_bbox_dn_1: 0.1813 (0.1846)  loss_bbox_dn_2: 0.1569 (0.1641)  loss_bbox_dn_3: 0.1530 (0.1581)  loss_bbox_dn_4: 0.1515 (0.1568)  loss_bbox_dn_5: 0.1515 (0.1568)  loss_giou: 0.3848 (0.4667)  loss_giou_aux_0: 0.4108 (0.4885)  loss_giou_aux_1: 0.4077 (0.4755)  loss_giou_aux_2: 0.3971 (0.4690)  loss_giou_aux_3: 0.3946 (0.4677)  loss_giou_aux_4: 0.3942 (0.4670)  loss_giou_aux_5: 0.4888 (0.5506)  loss_giou_dn_0: 0.5134 (0.5655)  loss_giou_dn_1: 0.4045 (0.4573)  loss_giou_dn_2: 0.3704 (0.4256)  loss_giou_dn_3: 0.3624 (0.4171)  loss_giou_dn_4: 0.3595 (0.4151)  loss_giou_dn_5: 0.3599 (0.4153)  loss_vfl: 0.6544 (0.6517)  loss_vfl_aux_0: 0.7570 (0.7505)  loss_vfl_aux_1: 0.7179 (0.7075)  loss_vfl_aux_2: 0.7053 (0.6863)  loss_vfl_aux_3: 0.6697 (0.6643)  loss_vfl_aux_4: 0.6653 (0.6554)  loss_vfl_aux_5: 0.7536 (0.7382)  loss_vfl_dn_0: 0.4442 (0.4448)  loss_vfl_dn_1: 0.3750 (0.3801)  loss_vfl_dn_2: 0.3601 (0.3639)  loss_vfl_dn_3: 0.3531 (0.3568)  loss_vfl_dn_4: 0.3497 (0.3544)  loss_vfl_dn_5: 0.3489 (0.3536)  time: 0.4854  data: 0.0150  max mem: 5654
Epoch: [60]  [ 900/7393]  eta: 0:53:54  lr: 0.000010  loss: 15.8967 (15.3676)  loss_bbox: 0.1463 (0.1475)  loss_bbox_aux_0: 0.1663 (0.1589)  loss_bbox_aux_1: 0.1622 (0.1515)  loss_bbox_aux_2: 0.1582 (0.1487)  loss_bbox_aux_3: 0.1461 (0.1481)  loss_bbox_aux_4: 0.1467 (0.1476)  loss_bbox_aux_5: 0.1930 (0.1943)  loss_bbox_dn_0: 0.2455 (0.2530)  loss_bbox_dn_1: 0.1936 (0.1846)  loss_bbox_dn_2: 0.1721 (0.1642)  loss_bbox_dn_3: 0.1664 (0.1583)  loss_bbox_dn_4: 0.1633 (0.1570)  loss_bbox_dn_5: 0.1633 (0.1570)  loss_giou: 0.5090 (0.4676)  loss_giou_aux_0: 0.5270 (0.4892)  loss_giou_aux_1: 0.5208 (0.4764)  loss_giou_aux_2: 0.5056 (0.4699)  loss_giou_aux_3: 0.5091 (0.4686)  loss_giou_aux_4: 0.5063 (0.4679)  loss_giou_aux_5: 0.5720 (0.5516)  loss_giou_dn_0: 0.5961 (0.5656)  loss_giou_dn_1: 0.4920 (0.4576)  loss_giou_dn_2: 0.4569 (0.4260)  loss_giou_dn_3: 0.4523 (0.4176)  loss_giou_dn_4: 0.4495 (0.4155)  loss_giou_dn_5: 0.4496 (0.4157)  loss_vfl: 0.6160 (0.6516)  loss_vfl_aux_0: 0.7652 (0.7509)  loss_vfl_aux_1: 0.6936 (0.7064)  loss_vfl_aux_2: 0.6689 (0.6855)  loss_vfl_aux_3: 0.6390 (0.6643)  loss_vfl_aux_4: 0.6201 (0.6552)  loss_vfl_aux_5: 0.7470 (0.7381)  loss_vfl_dn_0: 0.4471 (0.4451)  loss_vfl_dn_1: 0.3900 (0.3802)  loss_vfl_dn_2: 0.3783 (0.3642)  loss_vfl_dn_3: 0.3697 (0.3571)  loss_vfl_dn_4: 0.3681 (0.3547)  loss_vfl_dn_5: 0.3663 (0.3539)  time: 0.4837  data: 0.0147  max mem: 5654
Epoch: [60]  [1000/7393]  eta: 0:52:55  lr: 0.000010  loss: 15.2264 (15.3857)  loss_bbox: 0.1483 (0.1480)  loss_bbox_aux_0: 0.1472 (0.1593)  loss_bbox_aux_1: 0.1463 (0.1522)  loss_bbox_aux_2: 0.1462 (0.1492)  loss_bbox_aux_3: 0.1463 (0.1486)  loss_bbox_aux_4: 0.1483 (0.1480)  loss_bbox_aux_5: 0.1890 (0.1947)  loss_bbox_dn_0: 0.2521 (0.2536)  loss_bbox_dn_1: 0.1808 (0.1850)  loss_bbox_dn_2: 0.1670 (0.1647)  loss_bbox_dn_3: 0.1633 (0.1588)  loss_bbox_dn_4: 0.1646 (0.1575)  loss_bbox_dn_5: 0.1648 (0.1575)  loss_giou: 0.4345 (0.4677)  loss_giou_aux_0: 0.4608 (0.4893)  loss_giou_aux_1: 0.4441 (0.4767)  loss_giou_aux_2: 0.4397 (0.4701)  loss_giou_aux_3: 0.4501 (0.4687)  loss_giou_aux_4: 0.4343 (0.4680)  loss_giou_aux_5: 0.5191 (0.5516)  loss_giou_dn_0: 0.5433 (0.5661)  loss_giou_dn_1: 0.4440 (0.4582)  loss_giou_dn_2: 0.4148 (0.4265)  loss_giou_dn_3: 0.4055 (0.4180)  loss_giou_dn_4: 0.3999 (0.4160)  loss_giou_dn_5: 0.4002 (0.4162)  loss_vfl: 0.6538 (0.6528)  loss_vfl_aux_0: 0.7589 (0.7518)  loss_vfl_aux_1: 0.7012 (0.7071)  loss_vfl_aux_2: 0.6745 (0.6859)  loss_vfl_aux_3: 0.6451 (0.6650)  loss_vfl_aux_4: 0.6569 (0.6565)  loss_vfl_aux_5: 0.7243 (0.7393)  loss_vfl_dn_0: 0.4403 (0.4453)  loss_vfl_dn_1: 0.3787 (0.3805)  loss_vfl_dn_2: 0.3638 (0.3645)  loss_vfl_dn_3: 0.3567 (0.3575)  loss_vfl_dn_4: 0.3541 (0.3550)  loss_vfl_dn_5: 0.3527 (0.3543)  time: 0.4909  data: 0.0148  max mem: 5654
Epoch: [60]  [1100/7393]  eta: 0:51:58  lr: 0.000010  loss: 15.0040 (15.3892)  loss_bbox: 0.1466 (0.1481)  loss_bbox_aux_0: 0.1607 (0.1595)  loss_bbox_aux_1: 0.1567 (0.1525)  loss_bbox_aux_2: 0.1516 (0.1494)  loss_bbox_aux_3: 0.1457 (0.1487)  loss_bbox_aux_4: 0.1466 (0.1481)  loss_bbox_aux_5: 0.1907 (0.1950)  loss_bbox_dn_0: 0.2525 (0.2540)  loss_bbox_dn_1: 0.1781 (0.1854)  loss_bbox_dn_2: 0.1654 (0.1650)  loss_bbox_dn_3: 0.1580 (0.1592)  loss_bbox_dn_4: 0.1565 (0.1578)  loss_bbox_dn_5: 0.1566 (0.1579)  loss_giou: 0.4281 (0.4671)  loss_giou_aux_0: 0.4452 (0.4884)  loss_giou_aux_1: 0.4380 (0.4759)  loss_giou_aux_2: 0.4373 (0.4696)  loss_giou_aux_3: 0.4270 (0.4683)  loss_giou_aux_4: 0.4350 (0.4674)  loss_giou_aux_5: 0.4972 (0.5509)  loss_giou_dn_0: 0.5395 (0.5658)  loss_giou_dn_1: 0.4316 (0.4579)  loss_giou_dn_2: 0.4061 (0.4262)  loss_giou_dn_3: 0.3973 (0.4177)  loss_giou_dn_4: 0.3969 (0.4157)  loss_giou_dn_5: 0.3970 (0.4159)  loss_vfl: 0.6628 (0.6534)  loss_vfl_aux_0: 0.7637 (0.7531)  loss_vfl_aux_1: 0.7184 (0.7083)  loss_vfl_aux_2: 0.6953 (0.6864)  loss_vfl_aux_3: 0.6780 (0.6657)  loss_vfl_aux_4: 0.6734 (0.6573)  loss_vfl_aux_5: 0.7549 (0.7398)  loss_vfl_dn_0: 0.4470 (0.4455)  loss_vfl_dn_1: 0.3797 (0.3806)  loss_vfl_dn_2: 0.3608 (0.3646)  loss_vfl_dn_3: 0.3553 (0.3576)  loss_vfl_dn_4: 0.3498 (0.3551)  loss_vfl_dn_5: 0.3501 (0.3544)  time: 0.4830  data: 0.0151  max mem: 5654
Epoch: [60]  [1200/7393]  eta: 0:51:01  lr: 0.000010  loss: 15.1722 (15.3725)  loss_bbox: 0.1307 (0.1483)  loss_bbox_aux_0: 0.1425 (0.1597)  loss_bbox_aux_1: 0.1362 (0.1527)  loss_bbox_aux_2: 0.1411 (0.1498)  loss_bbox_aux_3: 0.1358 (0.1489)  loss_bbox_aux_4: 0.1278 (0.1482)  loss_bbox_aux_5: 0.1794 (0.1950)  loss_bbox_dn_0: 0.2324 (0.2546)  loss_bbox_dn_1: 0.1626 (0.1857)  loss_bbox_dn_2: 0.1423 (0.1652)  loss_bbox_dn_3: 0.1394 (0.1593)  loss_bbox_dn_4: 0.1380 (0.1579)  loss_bbox_dn_5: 0.1380 (0.1580)  loss_giou: 0.4638 (0.4656)  loss_giou_aux_0: 0.4776 (0.4868)  loss_giou_aux_1: 0.4599 (0.4745)  loss_giou_aux_2: 0.4607 (0.4682)  loss_giou_aux_3: 0.4692 (0.4669)  loss_giou_aux_4: 0.4664 (0.4658)  loss_giou_aux_5: 0.5463 (0.5493)  loss_giou_dn_0: 0.5500 (0.5646)  loss_giou_dn_1: 0.4478 (0.4566)  loss_giou_dn_2: 0.4143 (0.4250)  loss_giou_dn_3: 0.4044 (0.4165)  loss_giou_dn_4: 0.4025 (0.4145)  loss_giou_dn_5: 0.4030 (0.4147)  loss_vfl: 0.6440 (0.6532)  loss_vfl_aux_0: 0.7386 (0.7536)  loss_vfl_aux_1: 0.6990 (0.7083)  loss_vfl_aux_2: 0.6635 (0.6858)  loss_vfl_aux_3: 0.6374 (0.6652)  loss_vfl_aux_4: 0.6419 (0.6572)  loss_vfl_aux_5: 0.7390 (0.7408)  loss_vfl_dn_0: 0.4413 (0.4454)  loss_vfl_dn_1: 0.3789 (0.3804)  loss_vfl_dn_2: 0.3620 (0.3644)  loss_vfl_dn_3: 0.3536 (0.3572)  loss_vfl_dn_4: 0.3512 (0.3548)  loss_vfl_dn_5: 0.3496 (0.3540)  time: 0.4721  data: 0.0146  max mem: 5654
Epoch: [60]  [1300/7393]  eta: 0:50:09  lr: 0.000010  loss: 15.1903 (15.3643)  loss_bbox: 0.1320 (0.1484)  loss_bbox_aux_0: 0.1498 (0.1599)  loss_bbox_aux_1: 0.1401 (0.1528)  loss_bbox_aux_2: 0.1412 (0.1499)  loss_bbox_aux_3: 0.1292 (0.1490)  loss_bbox_aux_4: 0.1301 (0.1483)  loss_bbox_aux_5: 0.1773 (0.1950)  loss_bbox_dn_0: 0.2486 (0.2546)  loss_bbox_dn_1: 0.1740 (0.1856)  loss_bbox_dn_2: 0.1510 (0.1651)  loss_bbox_dn_3: 0.1502 (0.1592)  loss_bbox_dn_4: 0.1493 (0.1579)  loss_bbox_dn_5: 0.1493 (0.1579)  loss_giou: 0.4133 (0.4653)  loss_giou_aux_0: 0.4317 (0.4867)  loss_giou_aux_1: 0.4216 (0.4743)  loss_giou_aux_2: 0.4176 (0.4680)  loss_giou_aux_3: 0.4136 (0.4668)  loss_giou_aux_4: 0.4089 (0.4655)  loss_giou_aux_5: 0.4970 (0.5491)  loss_giou_dn_0: 0.5238 (0.5643)  loss_giou_dn_1: 0.4201 (0.4563)  loss_giou_dn_2: 0.3941 (0.4247)  loss_giou_dn_3: 0.3853 (0.4163)  loss_giou_dn_4: 0.3826 (0.4142)  loss_giou_dn_5: 0.3827 (0.4144)  loss_vfl: 0.6403 (0.6526)  loss_vfl_aux_0: 0.7322 (0.7531)  loss_vfl_aux_1: 0.6904 (0.7075)  loss_vfl_aux_2: 0.6651 (0.6847)  loss_vfl_aux_3: 0.6662 (0.6646)  loss_vfl_aux_4: 0.6366 (0.6565)  loss_vfl_aux_5: 0.7464 (0.7406)  loss_vfl_dn_0: 0.4431 (0.4453)  loss_vfl_dn_1: 0.3752 (0.3802)  loss_vfl_dn_2: 0.3625 (0.3642)  loss_vfl_dn_3: 0.3530 (0.3571)  loss_vfl_dn_4: 0.3488 (0.3546)  loss_vfl_dn_5: 0.3476 (0.3539)  time: 0.4897  data: 0.0149  max mem: 5654
Epoch: [60]  [1400/7393]  eta: 0:49:15  lr: 0.000010  loss: 15.6142 (15.3605)  loss_bbox: 0.1429 (0.1484)  loss_bbox_aux_0: 0.1577 (0.1599)  loss_bbox_aux_1: 0.1403 (0.1527)  loss_bbox_aux_2: 0.1333 (0.1499)  loss_bbox_aux_3: 0.1434 (0.1490)  loss_bbox_aux_4: 0.1400 (0.1483)  loss_bbox_aux_5: 0.1800 (0.1951)  loss_bbox_dn_0: 0.2142 (0.2549)  loss_bbox_dn_1: 0.1628 (0.1857)  loss_bbox_dn_2: 0.1466 (0.1652)  loss_bbox_dn_3: 0.1422 (0.1594)  loss_bbox_dn_4: 0.1413 (0.1580)  loss_bbox_dn_5: 0.1414 (0.1580)  loss_giou: 0.4174 (0.4651)  loss_giou_aux_0: 0.4465 (0.4865)  loss_giou_aux_1: 0.4299 (0.4741)  loss_giou_aux_2: 0.4259 (0.4679)  loss_giou_aux_3: 0.4229 (0.4666)  loss_giou_aux_4: 0.4192 (0.4654)  loss_giou_aux_5: 0.5501 (0.5489)  loss_giou_dn_0: 0.5402 (0.5642)  loss_giou_dn_1: 0.4439 (0.4560)  loss_giou_dn_2: 0.4109 (0.4245)  loss_giou_dn_3: 0.4021 (0.4161)  loss_giou_dn_4: 0.4006 (0.4140)  loss_giou_dn_5: 0.4007 (0.4142)  loss_vfl: 0.6309 (0.6523)  loss_vfl_aux_0: 0.7152 (0.7530)  loss_vfl_aux_1: 0.6589 (0.7074)  loss_vfl_aux_2: 0.6479 (0.6843)  loss_vfl_aux_3: 0.6382 (0.6644)  loss_vfl_aux_4: 0.6339 (0.6562)  loss_vfl_aux_5: 0.6945 (0.7403)  loss_vfl_dn_0: 0.4450 (0.4451)  loss_vfl_dn_1: 0.3848 (0.3800)  loss_vfl_dn_2: 0.3668 (0.3640)  loss_vfl_dn_3: 0.3639 (0.3570)  loss_vfl_dn_4: 0.3639 (0.3545)  loss_vfl_dn_5: 0.3646 (0.3538)  time: 0.4895  data: 0.0144  max mem: 5654
Epoch: [60]  [1500/7393]  eta: 0:48:22  lr: 0.000010  loss: 15.8606 (15.3523)  loss_bbox: 0.1393 (0.1485)  loss_bbox_aux_0: 0.1525 (0.1599)  loss_bbox_aux_1: 0.1488 (0.1527)  loss_bbox_aux_2: 0.1433 (0.1501)  loss_bbox_aux_3: 0.1415 (0.1492)  loss_bbox_aux_4: 0.1429 (0.1485)  loss_bbox_aux_5: 0.1817 (0.1951)  loss_bbox_dn_0: 0.2246 (0.2552)  loss_bbox_dn_1: 0.1666 (0.1860)  loss_bbox_dn_2: 0.1500 (0.1655)  loss_bbox_dn_3: 0.1461 (0.1596)  loss_bbox_dn_4: 0.1440 (0.1583)  loss_bbox_dn_5: 0.1440 (0.1583)  loss_giou: 0.4934 (0.4641)  loss_giou_aux_0: 0.5045 (0.4854)  loss_giou_aux_1: 0.4990 (0.4730)  loss_giou_aux_2: 0.4872 (0.4669)  loss_giou_aux_3: 0.4875 (0.4656)  loss_giou_aux_4: 0.4885 (0.4644)  loss_giou_aux_5: 0.5514 (0.5478)  loss_giou_dn_0: 0.5678 (0.5635)  loss_giou_dn_1: 0.4607 (0.4554)  loss_giou_dn_2: 0.4376 (0.4239)  loss_giou_dn_3: 0.4290 (0.4155)  loss_giou_dn_4: 0.4281 (0.4134)  loss_giou_dn_5: 0.4281 (0.4136)  loss_vfl: 0.6345 (0.6522)  loss_vfl_aux_0: 0.7438 (0.7536)  loss_vfl_aux_1: 0.6886 (0.7078)  loss_vfl_aux_2: 0.6719 (0.6844)  loss_vfl_aux_3: 0.6463 (0.6644)  loss_vfl_aux_4: 0.6373 (0.6561)  loss_vfl_aux_5: 0.7128 (0.7408)  loss_vfl_dn_0: 0.4455 (0.4451)  loss_vfl_dn_1: 0.3825 (0.3799)  loss_vfl_dn_2: 0.3701 (0.3639)  loss_vfl_dn_3: 0.3629 (0.3568)  loss_vfl_dn_4: 0.3586 (0.3544)  loss_vfl_dn_5: 0.3593 (0.3536)  time: 0.4921  data: 0.0140  max mem: 5654
Epoch: [60]  [1600/7393]  eta: 0:47:30  lr: 0.000010  loss: 15.8453 (15.3601)  loss_bbox: 0.1563 (0.1488)  loss_bbox_aux_0: 0.1665 (0.1603)  loss_bbox_aux_1: 0.1548 (0.1531)  loss_bbox_aux_2: 0.1570 (0.1504)  loss_bbox_aux_3: 0.1508 (0.1495)  loss_bbox_aux_4: 0.1557 (0.1489)  loss_bbox_aux_5: 0.2018 (0.1953)  loss_bbox_dn_0: 0.2642 (0.2560)  loss_bbox_dn_1: 0.1978 (0.1867)  loss_bbox_dn_2: 0.1803 (0.1662)  loss_bbox_dn_3: 0.1693 (0.1603)  loss_bbox_dn_4: 0.1635 (0.1590)  loss_bbox_dn_5: 0.1635 (0.1590)  loss_giou: 0.4258 (0.4636)  loss_giou_aux_0: 0.4546 (0.4850)  loss_giou_aux_1: 0.4478 (0.4726)  loss_giou_aux_2: 0.4303 (0.4664)  loss_giou_aux_3: 0.4283 (0.4651)  loss_giou_aux_4: 0.4266 (0.4639)  loss_giou_aux_5: 0.5023 (0.5473)  loss_giou_dn_0: 0.5494 (0.5634)  loss_giou_dn_1: 0.4342 (0.4554)  loss_giou_dn_2: 0.4032 (0.4239)  loss_giou_dn_3: 0.3883 (0.4155)  loss_giou_dn_4: 0.3864 (0.4134)  loss_giou_dn_5: 0.3866 (0.4136)  loss_vfl: 0.6474 (0.6527)  loss_vfl_aux_0: 0.7460 (0.7538)  loss_vfl_aux_1: 0.7112 (0.7083)  loss_vfl_aux_2: 0.6856 (0.6852)  loss_vfl_aux_3: 0.6620 (0.6651)  loss_vfl_aux_4: 0.6464 (0.6567)  loss_vfl_aux_5: 0.7345 (0.7410)  loss_vfl_dn_0: 0.4416 (0.4453)  loss_vfl_dn_1: 0.3812 (0.3800)  loss_vfl_dn_2: 0.3623 (0.3640)  loss_vfl_dn_3: 0.3528 (0.3569)  loss_vfl_dn_4: 0.3504 (0.3545)  loss_vfl_dn_5: 0.3491 (0.3537)  time: 0.4925  data: 0.0142  max mem: 5654
Epoch: [60]  [1700/7393]  eta: 0:46:37  lr: 0.000010  loss: 15.2391 (15.3582)  loss_bbox: 0.1450 (0.1489)  loss_bbox_aux_0: 0.1494 (0.1604)  loss_bbox_aux_1: 0.1445 (0.1532)  loss_bbox_aux_2: 0.1491 (0.1505)  loss_bbox_aux_3: 0.1469 (0.1496)  loss_bbox_aux_4: 0.1467 (0.1490)  loss_bbox_aux_5: 0.1855 (0.1955)  loss_bbox_dn_0: 0.2375 (0.2562)  loss_bbox_dn_1: 0.1679 (0.1868)  loss_bbox_dn_2: 0.1567 (0.1664)  loss_bbox_dn_3: 0.1467 (0.1605)  loss_bbox_dn_4: 0.1451 (0.1591)  loss_bbox_dn_5: 0.1452 (0.1591)  loss_giou: 0.4197 (0.4634)  loss_giou_aux_0: 0.4467 (0.4850)  loss_giou_aux_1: 0.4352 (0.4724)  loss_giou_aux_2: 0.4321 (0.4663)  loss_giou_aux_3: 0.4304 (0.4649)  loss_giou_aux_4: 0.4209 (0.4637)  loss_giou_aux_5: 0.5179 (0.5472)  loss_giou_dn_0: 0.5526 (0.5631)  loss_giou_dn_1: 0.4403 (0.4551)  loss_giou_dn_2: 0.4122 (0.4235)  loss_giou_dn_3: 0.4001 (0.4151)  loss_giou_dn_4: 0.3968 (0.4130)  loss_giou_dn_5: 0.3972 (0.4132)  loss_vfl: 0.6612 (0.6530)  loss_vfl_aux_0: 0.7546 (0.7537)  loss_vfl_aux_1: 0.7040 (0.7083)  loss_vfl_aux_2: 0.6811 (0.6850)  loss_vfl_aux_3: 0.6561 (0.6653)  loss_vfl_aux_4: 0.6548 (0.6569)  loss_vfl_aux_5: 0.7585 (0.7410)  loss_vfl_dn_0: 0.4433 (0.4452)  loss_vfl_dn_1: 0.3911 (0.3799)  loss_vfl_dn_2: 0.3713 (0.3639)  loss_vfl_dn_3: 0.3632 (0.3569)  loss_vfl_dn_4: 0.3619 (0.3544)  loss_vfl_dn_5: 0.3603 (0.3536)  time: 0.4780  data: 0.0143  max mem: 5654
Epoch: [60]  [1800/7393]  eta: 0:45:45  lr: 0.000010  loss: 15.7147 (15.3547)  loss_bbox: 0.1436 (0.1488)  loss_bbox_aux_0: 0.1567 (0.1601)  loss_bbox_aux_1: 0.1438 (0.1530)  loss_bbox_aux_2: 0.1496 (0.1504)  loss_bbox_aux_3: 0.1389 (0.1494)  loss_bbox_aux_4: 0.1471 (0.1488)  loss_bbox_aux_5: 0.1967 (0.1953)  loss_bbox_dn_0: 0.2494 (0.2559)  loss_bbox_dn_1: 0.1702 (0.1865)  loss_bbox_dn_2: 0.1455 (0.1661)  loss_bbox_dn_3: 0.1415 (0.1602)  loss_bbox_dn_4: 0.1408 (0.1588)  loss_bbox_dn_5: 0.1409 (0.1588)  loss_giou: 0.4345 (0.4639)  loss_giou_aux_0: 0.4799 (0.4853)  loss_giou_aux_1: 0.4567 (0.4728)  loss_giou_aux_2: 0.4527 (0.4669)  loss_giou_aux_3: 0.4412 (0.4654)  loss_giou_aux_4: 0.4555 (0.4642)  loss_giou_aux_5: 0.5392 (0.5477)  loss_giou_dn_0: 0.5543 (0.5631)  loss_giou_dn_1: 0.4266 (0.4550)  loss_giou_dn_2: 0.3997 (0.4235)  loss_giou_dn_3: 0.3900 (0.4150)  loss_giou_dn_4: 0.3872 (0.4130)  loss_giou_dn_5: 0.3876 (0.4132)  loss_vfl: 0.6465 (0.6526)  loss_vfl_aux_0: 0.7504 (0.7535)  loss_vfl_aux_1: 0.7027 (0.7080)  loss_vfl_aux_2: 0.6904 (0.6843)  loss_vfl_aux_3: 0.6666 (0.6649)  loss_vfl_aux_4: 0.6657 (0.6565)  loss_vfl_aux_5: 0.7363 (0.7404)  loss_vfl_dn_0: 0.4482 (0.4452)  loss_vfl_dn_1: 0.3855 (0.3799)  loss_vfl_dn_2: 0.3726 (0.3639)  loss_vfl_dn_3: 0.3552 (0.3568)  loss_vfl_dn_4: 0.3553 (0.3543)  loss_vfl_dn_5: 0.3538 (0.3536)  time: 0.4805  data: 0.0140  max mem: 5654
Epoch: [60]  [1900/7393]  eta: 0:44:54  lr: 0.000010  loss: 14.9295 (15.3379)  loss_bbox: 0.1460 (0.1484)  loss_bbox_aux_0: 0.1552 (0.1599)  loss_bbox_aux_1: 0.1483 (0.1528)  loss_bbox_aux_2: 0.1427 (0.1501)  loss_bbox_aux_3: 0.1370 (0.1490)  loss_bbox_aux_4: 0.1370 (0.1483)  loss_bbox_aux_5: 0.1939 (0.1951)  loss_bbox_dn_0: 0.2399 (0.2552)  loss_bbox_dn_1: 0.1665 (0.1858)  loss_bbox_dn_2: 0.1529 (0.1654)  loss_bbox_dn_3: 0.1462 (0.1595)  loss_bbox_dn_4: 0.1444 (0.1581)  loss_bbox_dn_5: 0.1443 (0.1581)  loss_giou: 0.3955 (0.4632)  loss_giou_aux_0: 0.4184 (0.4847)  loss_giou_aux_1: 0.4047 (0.4720)  loss_giou_aux_2: 0.4058 (0.4662)  loss_giou_aux_3: 0.4003 (0.4647)  loss_giou_aux_4: 0.3955 (0.4634)  loss_giou_aux_5: 0.4725 (0.5470)  loss_giou_dn_0: 0.5232 (0.5626)  loss_giou_dn_1: 0.4134 (0.4544)  loss_giou_dn_2: 0.3866 (0.4229)  loss_giou_dn_3: 0.3774 (0.4145)  loss_giou_dn_4: 0.3758 (0.4124)  loss_giou_dn_5: 0.3758 (0.4126)  loss_vfl: 0.6415 (0.6525)  loss_vfl_aux_0: 0.7459 (0.7532)  loss_vfl_aux_1: 0.6876 (0.7077)  loss_vfl_aux_2: 0.6624 (0.6840)  loss_vfl_aux_3: 0.6637 (0.6647)  loss_vfl_aux_4: 0.6578 (0.6565)  loss_vfl_aux_5: 0.7387 (0.7402)  loss_vfl_dn_0: 0.4449 (0.4451)  loss_vfl_dn_1: 0.3743 (0.3797)  loss_vfl_dn_2: 0.3598 (0.3637)  loss_vfl_dn_3: 0.3470 (0.3567)  loss_vfl_dn_4: 0.3438 (0.3542)  loss_vfl_dn_5: 0.3423 (0.3535)  time: 0.4859  data: 0.0140  max mem: 5654
Epoch: [60]  [2000/7393]  eta: 0:44:01  lr: 0.000010  loss: 15.4329 (15.3385)  loss_bbox: 0.1497 (0.1483)  loss_bbox_aux_0: 0.1578 (0.1599)  loss_bbox_aux_1: 0.1513 (0.1527)  loss_bbox_aux_2: 0.1493 (0.1500)  loss_bbox_aux_3: 0.1521 (0.1489)  loss_bbox_aux_4: 0.1521 (0.1482)  loss_bbox_aux_5: 0.1884 (0.1952)  loss_bbox_dn_0: 0.2181 (0.2552)  loss_bbox_dn_1: 0.1600 (0.1858)  loss_bbox_dn_2: 0.1412 (0.1654)  loss_bbox_dn_3: 0.1383 (0.1595)  loss_bbox_dn_4: 0.1381 (0.1581)  loss_bbox_dn_5: 0.1381 (0.1581)  loss_giou: 0.4186 (0.4628)  loss_giou_aux_0: 0.4629 (0.4844)  loss_giou_aux_1: 0.4233 (0.4716)  loss_giou_aux_2: 0.4137 (0.4658)  loss_giou_aux_3: 0.4190 (0.4642)  loss_giou_aux_4: 0.4180 (0.4630)  loss_giou_aux_5: 0.5481 (0.5469)  loss_giou_dn_0: 0.5710 (0.5625)  loss_giou_dn_1: 0.4506 (0.4544)  loss_giou_dn_2: 0.4151 (0.4229)  loss_giou_dn_3: 0.4070 (0.4145)  loss_giou_dn_4: 0.4035 (0.4124)  loss_giou_dn_5: 0.4036 (0.4126)  loss_vfl: 0.6531 (0.6531)  loss_vfl_aux_0: 0.7287 (0.7536)  loss_vfl_aux_1: 0.6975 (0.7083)  loss_vfl_aux_2: 0.6826 (0.6844)  loss_vfl_aux_3: 0.6643 (0.6652)  loss_vfl_aux_4: 0.6565 (0.6571)  loss_vfl_aux_5: 0.7030 (0.7402)  loss_vfl_dn_0: 0.4433 (0.4452)  loss_vfl_dn_1: 0.3796 (0.3798)  loss_vfl_dn_2: 0.3628 (0.3638)  loss_vfl_dn_3: 0.3571 (0.3567)  loss_vfl_dn_4: 0.3537 (0.3543)  loss_vfl_dn_5: 0.3532 (0.3535)  time: 0.4818  data: 0.0142  max mem: 5654
Epoch: [60]  [2100/7393]  eta: 0:43:11  lr: 0.000010  loss: 15.1283 (15.3333)  loss_bbox: 0.1298 (0.1481)  loss_bbox_aux_0: 0.1397 (0.1598)  loss_bbox_aux_1: 0.1399 (0.1527)  loss_bbox_aux_2: 0.1305 (0.1499)  loss_bbox_aux_3: 0.1336 (0.1488)  loss_bbox_aux_4: 0.1320 (0.1481)  loss_bbox_aux_5: 0.1779 (0.1953)  loss_bbox_dn_0: 0.2403 (0.2553)  loss_bbox_dn_1: 0.1693 (0.1858)  loss_bbox_dn_2: 0.1484 (0.1654)  loss_bbox_dn_3: 0.1433 (0.1595)  loss_bbox_dn_4: 0.1422 (0.1581)  loss_bbox_dn_5: 0.1422 (0.1582)  loss_giou: 0.4527 (0.4625)  loss_giou_aux_0: 0.4921 (0.4840)  loss_giou_aux_1: 0.4679 (0.4714)  loss_giou_aux_2: 0.4561 (0.4655)  loss_giou_aux_3: 0.4601 (0.4639)  loss_giou_aux_4: 0.4613 (0.4626)  loss_giou_aux_5: 0.5696 (0.5467)  loss_giou_dn_0: 0.5489 (0.5623)  loss_giou_dn_1: 0.4404 (0.4541)  loss_giou_dn_2: 0.4134 (0.4227)  loss_giou_dn_3: 0.4064 (0.4143)  loss_giou_dn_4: 0.4048 (0.4122)  loss_giou_dn_5: 0.4046 (0.4124)  loss_vfl: 0.6117 (0.6530)  loss_vfl_aux_0: 0.7149 (0.7535)  loss_vfl_aux_1: 0.6826 (0.7081)  loss_vfl_aux_2: 0.6572 (0.6842)  loss_vfl_aux_3: 0.6322 (0.6651)  loss_vfl_aux_4: 0.6146 (0.6570)  loss_vfl_aux_5: 0.7096 (0.7402)  loss_vfl_dn_0: 0.4391 (0.4452)  loss_vfl_dn_1: 0.3764 (0.3797)  loss_vfl_dn_2: 0.3581 (0.3637)  loss_vfl_dn_3: 0.3525 (0.3566)  loss_vfl_dn_4: 0.3502 (0.3541)  loss_vfl_dn_5: 0.3486 (0.3534)  time: 0.4771  data: 0.0144  max mem: 5654
Epoch: [60]  [2200/7393]  eta: 0:42:21  lr: 0.000010  loss: 15.6214 (15.3341)  loss_bbox: 0.1600 (0.1483)  loss_bbox_aux_0: 0.1662 (0.1601)  loss_bbox_aux_1: 0.1531 (0.1528)  loss_bbox_aux_2: 0.1567 (0.1501)  loss_bbox_aux_3: 0.1583 (0.1489)  loss_bbox_aux_4: 0.1563 (0.1482)  loss_bbox_aux_5: 0.1971 (0.1956)  loss_bbox_dn_0: 0.2592 (0.2555)  loss_bbox_dn_1: 0.1887 (0.1860)  loss_bbox_dn_2: 0.1719 (0.1656)  loss_bbox_dn_3: 0.1623 (0.1597)  loss_bbox_dn_4: 0.1620 (0.1583)  loss_bbox_dn_5: 0.1620 (0.1584)  loss_giou: 0.4377 (0.4622)  loss_giou_aux_0: 0.4636 (0.4839)  loss_giou_aux_1: 0.4506 (0.4712)  loss_giou_aux_2: 0.4435 (0.4653)  loss_giou_aux_3: 0.4434 (0.4637)  loss_giou_aux_4: 0.4379 (0.4624)  loss_giou_aux_5: 0.5292 (0.5465)  loss_giou_dn_0: 0.5727 (0.5623)  loss_giou_dn_1: 0.4408 (0.4541)  loss_giou_dn_2: 0.4060 (0.4226)  loss_giou_dn_3: 0.3967 (0.4142)  loss_giou_dn_4: 0.3942 (0.4121)  loss_giou_dn_5: 0.3942 (0.4123)  loss_vfl: 0.6507 (0.6529)  loss_vfl_aux_0: 0.7335 (0.7535)  loss_vfl_aux_1: 0.6982 (0.7081)  loss_vfl_aux_2: 0.6714 (0.6841)  loss_vfl_aux_3: 0.6603 (0.6651)  loss_vfl_aux_4: 0.6544 (0.6570)  loss_vfl_aux_5: 0.7220 (0.7403)  loss_vfl_dn_0: 0.4466 (0.4453)  loss_vfl_dn_1: 0.3863 (0.3798)  loss_vfl_dn_2: 0.3689 (0.3637)  loss_vfl_dn_3: 0.3603 (0.3566)  loss_vfl_dn_4: 0.3587 (0.3541)  loss_vfl_dn_5: 0.3570 (0.3534)  time: 0.4817  data: 0.0138  max mem: 5654
Epoch: [60]  [2300/7393]  eta: 0:41:47  lr: 0.000010  loss: 14.9849 (15.3310)  loss_bbox: 0.1427 (0.1482)  loss_bbox_aux_0: 0.1697 (0.1601)  loss_bbox_aux_1: 0.1561 (0.1529)  loss_bbox_aux_2: 0.1513 (0.1502)  loss_bbox_aux_3: 0.1455 (0.1489)  loss_bbox_aux_4: 0.1426 (0.1482)  loss_bbox_aux_5: 0.2042 (0.1958)  loss_bbox_dn_0: 0.2492 (0.2558)  loss_bbox_dn_1: 0.1771 (0.1862)  loss_bbox_dn_2: 0.1562 (0.1658)  loss_bbox_dn_3: 0.1428 (0.1599)  loss_bbox_dn_4: 0.1403 (0.1585)  loss_bbox_dn_5: 0.1404 (0.1586)  loss_giou: 0.3943 (0.4615)  loss_giou_aux_0: 0.4253 (0.4831)  loss_giou_aux_1: 0.4019 (0.4705)  loss_giou_aux_2: 0.4032 (0.4647)  loss_giou_aux_3: 0.4018 (0.4630)  loss_giou_aux_4: 0.3940 (0.4617)  loss_giou_aux_5: 0.4953 (0.5459)  loss_giou_dn_0: 0.5299 (0.5617)  loss_giou_dn_1: 0.4148 (0.4536)  loss_giou_dn_2: 0.3913 (0.4221)  loss_giou_dn_3: 0.3862 (0.4137)  loss_giou_dn_4: 0.3841 (0.4116)  loss_giou_dn_5: 0.3841 (0.4118)  loss_vfl: 0.6489 (0.6534)  loss_vfl_aux_0: 0.7356 (0.7542)  loss_vfl_aux_1: 0.6980 (0.7083)  loss_vfl_aux_2: 0.6594 (0.6844)  loss_vfl_aux_3: 0.6565 (0.6656)  loss_vfl_aux_4: 0.6487 (0.6574)  loss_vfl_aux_5: 0.7520 (0.7410)  loss_vfl_dn_0: 0.4431 (0.4453)  loss_vfl_dn_1: 0.3810 (0.3797)  loss_vfl_dn_2: 0.3638 (0.3637)  loss_vfl_dn_3: 0.3595 (0.3565)  loss_vfl_dn_4: 0.3566 (0.3541)  loss_vfl_dn_5: 0.3556 (0.3533)  time: 0.4924  data: 0.0139  max mem: 5654
Epoch: [60]  [2400/7393]  eta: 0:40:57  lr: 0.000010  loss: 16.0480 (15.3330)  loss_bbox: 0.1611 (0.1483)  loss_bbox_aux_0: 0.1713 (0.1602)  loss_bbox_aux_1: 0.1649 (0.1530)  loss_bbox_aux_2: 0.1587 (0.1502)  loss_bbox_aux_3: 0.1588 (0.1489)  loss_bbox_aux_4: 0.1603 (0.1483)  loss_bbox_aux_5: 0.2005 (0.1959)  loss_bbox_dn_0: 0.2580 (0.2556)  loss_bbox_dn_1: 0.1945 (0.1860)  loss_bbox_dn_2: 0.1732 (0.1656)  loss_bbox_dn_3: 0.1664 (0.1597)  loss_bbox_dn_4: 0.1659 (0.1584)  loss_bbox_dn_5: 0.1659 (0.1584)  loss_giou: 0.4953 (0.4621)  loss_giou_aux_0: 0.4932 (0.4839)  loss_giou_aux_1: 0.4804 (0.4713)  loss_giou_aux_2: 0.4836 (0.4654)  loss_giou_aux_3: 0.4976 (0.4636)  loss_giou_aux_4: 0.4950 (0.4624)  loss_giou_aux_5: 0.5750 (0.5465)  loss_giou_dn_0: 0.5850 (0.5619)  loss_giou_dn_1: 0.4834 (0.4538)  loss_giou_dn_2: 0.4537 (0.4224)  loss_giou_dn_3: 0.4435 (0.4140)  loss_giou_dn_4: 0.4386 (0.4119)  loss_giou_dn_5: 0.4386 (0.4121)  loss_vfl: 0.6382 (0.6531)  loss_vfl_aux_0: 0.7105 (0.7534)  loss_vfl_aux_1: 0.6920 (0.7076)  loss_vfl_aux_2: 0.6765 (0.6838)  loss_vfl_aux_3: 0.6373 (0.6651)  loss_vfl_aux_4: 0.6439 (0.6571)  loss_vfl_aux_5: 0.7199 (0.7404)  loss_vfl_dn_0: 0.4480 (0.4453)  loss_vfl_dn_1: 0.3856 (0.3797)  loss_vfl_dn_2: 0.3728 (0.3637)  loss_vfl_dn_3: 0.3643 (0.3566)  loss_vfl_dn_4: 0.3642 (0.3541)  loss_vfl_dn_5: 0.3631 (0.3534)  time: 0.4829  data: 0.0139  max mem: 5654
Epoch: [60]  [2500/7393]  eta: 0:40:07  lr: 0.000010  loss: 14.8663 (15.3273)  loss_bbox: 0.1389 (0.1484)  loss_bbox_aux_0: 0.1490 (0.1604)  loss_bbox_aux_1: 0.1504 (0.1532)  loss_bbox_aux_2: 0.1428 (0.1504)  loss_bbox_aux_3: 0.1420 (0.1491)  loss_bbox_aux_4: 0.1352 (0.1484)  loss_bbox_aux_5: 0.1953 (0.1961)  loss_bbox_dn_0: 0.2226 (0.2558)  loss_bbox_dn_1: 0.1560 (0.1861)  loss_bbox_dn_2: 0.1380 (0.1657)  loss_bbox_dn_3: 0.1344 (0.1598)  loss_bbox_dn_4: 0.1331 (0.1585)  loss_bbox_dn_5: 0.1331 (0.1585)  loss_giou: 0.4388 (0.4614)  loss_giou_aux_0: 0.4582 (0.4830)  loss_giou_aux_1: 0.4430 (0.4705)  loss_giou_aux_2: 0.4412 (0.4647)  loss_giou_aux_3: 0.4443 (0.4629)  loss_giou_aux_4: 0.4440 (0.4616)  loss_giou_aux_5: 0.5532 (0.5457)  loss_giou_dn_0: 0.5577 (0.5615)  loss_giou_dn_1: 0.4456 (0.4533)  loss_giou_dn_2: 0.4171 (0.4219)  loss_giou_dn_3: 0.4110 (0.4135)  loss_giou_dn_4: 0.4086 (0.4114)  loss_giou_dn_5: 0.4087 (0.4116)  loss_vfl: 0.6166 (0.6531)  loss_vfl_aux_0: 0.7258 (0.7538)  loss_vfl_aux_1: 0.6780 (0.7076)  loss_vfl_aux_2: 0.6390 (0.6836)  loss_vfl_aux_3: 0.6332 (0.6650)  loss_vfl_aux_4: 0.6162 (0.6572)  loss_vfl_aux_5: 0.7177 (0.7408)  loss_vfl_dn_0: 0.4491 (0.4454)  loss_vfl_dn_1: 0.3830 (0.3797)  loss_vfl_dn_2: 0.3678 (0.3637)  loss_vfl_dn_3: 0.3592 (0.3565)  loss_vfl_dn_4: 0.3571 (0.3541)  loss_vfl_dn_5: 0.3570 (0.3534)  time: 0.5068  data: 0.0139  max mem: 5654
Epoch: [60]  [2600/7393]  eta: 0:39:17  lr: 0.000010  loss: 15.8553 (15.3350)  loss_bbox: 0.1385 (0.1484)  loss_bbox_aux_0: 0.1536 (0.1603)  loss_bbox_aux_1: 0.1400 (0.1532)  loss_bbox_aux_2: 0.1409 (0.1503)  loss_bbox_aux_3: 0.1389 (0.1491)  loss_bbox_aux_4: 0.1394 (0.1483)  loss_bbox_aux_5: 0.1897 (0.1961)  loss_bbox_dn_0: 0.2729 (0.2557)  loss_bbox_dn_1: 0.1977 (0.1861)  loss_bbox_dn_2: 0.1731 (0.1657)  loss_bbox_dn_3: 0.1605 (0.1599)  loss_bbox_dn_4: 0.1580 (0.1585)  loss_bbox_dn_5: 0.1580 (0.1585)  loss_giou: 0.4390 (0.4620)  loss_giou_aux_0: 0.4721 (0.4837)  loss_giou_aux_1: 0.4509 (0.4711)  loss_giou_aux_2: 0.4405 (0.4654)  loss_giou_aux_3: 0.4386 (0.4636)  loss_giou_aux_4: 0.4324 (0.4622)  loss_giou_aux_5: 0.5372 (0.5464)  loss_giou_dn_0: 0.5631 (0.5620)  loss_giou_dn_1: 0.4507 (0.4538)  loss_giou_dn_2: 0.4184 (0.4224)  loss_giou_dn_3: 0.4113 (0.4140)  loss_giou_dn_4: 0.4086 (0.4119)  loss_giou_dn_5: 0.4085 (0.4121)  loss_vfl: 0.6404 (0.6532)  loss_vfl_aux_0: 0.7253 (0.7538)  loss_vfl_aux_1: 0.6869 (0.7077)  loss_vfl_aux_2: 0.6658 (0.6834)  loss_vfl_aux_3: 0.6465 (0.6648)  loss_vfl_aux_4: 0.6401 (0.6572)  loss_vfl_aux_5: 0.7350 (0.7408)  loss_vfl_dn_0: 0.4492 (0.4455)  loss_vfl_dn_1: 0.3828 (0.3798)  loss_vfl_dn_2: 0.3683 (0.3638)  loss_vfl_dn_3: 0.3607 (0.3567)  loss_vfl_dn_4: 0.3554 (0.3542)  loss_vfl_dn_5: 0.3530 (0.3535)  time: 0.4722  data: 0.0144  max mem: 5654
Epoch: [60]  [2700/7393]  eta: 0:38:38  lr: 0.000010  loss: 15.1760 (15.3395)  loss_bbox: 0.1458 (0.1483)  loss_bbox_aux_0: 0.1434 (0.1603)  loss_bbox_aux_1: 0.1401 (0.1531)  loss_bbox_aux_2: 0.1458 (0.1503)  loss_bbox_aux_3: 0.1444 (0.1490)  loss_bbox_aux_4: 0.1445 (0.1483)  loss_bbox_aux_5: 0.1917 (0.1960)  loss_bbox_dn_0: 0.2459 (0.2556)  loss_bbox_dn_1: 0.1770 (0.1860)  loss_bbox_dn_2: 0.1525 (0.1656)  loss_bbox_dn_3: 0.1463 (0.1598)  loss_bbox_dn_4: 0.1450 (0.1584)  loss_bbox_dn_5: 0.1450 (0.1584)  loss_giou: 0.4316 (0.4623)  loss_giou_aux_0: 0.4534 (0.4839)  loss_giou_aux_1: 0.4326 (0.4714)  loss_giou_aux_2: 0.4369 (0.4658)  loss_giou_aux_3: 0.4358 (0.4640)  loss_giou_aux_4: 0.4330 (0.4625)  loss_giou_aux_5: 0.5165 (0.5467)  loss_giou_dn_0: 0.5539 (0.5621)  loss_giou_dn_1: 0.4350 (0.4540)  loss_giou_dn_2: 0.4083 (0.4226)  loss_giou_dn_3: 0.4050 (0.4142)  loss_giou_dn_4: 0.3996 (0.4121)  loss_giou_dn_5: 0.3993 (0.4123)  loss_vfl: 0.6564 (0.6533)  loss_vfl_aux_0: 0.7502 (0.7543)  loss_vfl_aux_1: 0.7063 (0.7080)  loss_vfl_aux_2: 0.6920 (0.6835)  loss_vfl_aux_3: 0.6720 (0.6649)  loss_vfl_aux_4: 0.6681 (0.6574)  loss_vfl_aux_5: 0.7463 (0.7413)  loss_vfl_dn_0: 0.4496 (0.4456)  loss_vfl_dn_1: 0.3825 (0.3799)  loss_vfl_dn_2: 0.3651 (0.3639)  loss_vfl_dn_3: 0.3580 (0.3567)  loss_vfl_dn_4: 0.3541 (0.3543)  loss_vfl_dn_5: 0.3550 (0.3536)  time: 0.4832  data: 0.0149  max mem: 5654
Epoch: [60]  [2800/7393]  eta: 0:37:47  lr: 0.000010  loss: 14.6363 (15.3375)  loss_bbox: 0.1310 (0.1484)  loss_bbox_aux_0: 0.1430 (0.1603)  loss_bbox_aux_1: 0.1447 (0.1532)  loss_bbox_aux_2: 0.1355 (0.1503)  loss_bbox_aux_3: 0.1294 (0.1490)  loss_bbox_aux_4: 0.1310 (0.1483)  loss_bbox_aux_5: 0.1772 (0.1961)  loss_bbox_dn_0: 0.2406 (0.2557)  loss_bbox_dn_1: 0.1668 (0.1861)  loss_bbox_dn_2: 0.1513 (0.1657)  loss_bbox_dn_3: 0.1440 (0.1598)  loss_bbox_dn_4: 0.1427 (0.1584)  loss_bbox_dn_5: 0.1427 (0.1584)  loss_giou: 0.4223 (0.4620)  loss_giou_aux_0: 0.4312 (0.4837)  loss_giou_aux_1: 0.4252 (0.4711)  loss_giou_aux_2: 0.4222 (0.4656)  loss_giou_aux_3: 0.4283 (0.4637)  loss_giou_aux_4: 0.4234 (0.4623)  loss_giou_aux_5: 0.4764 (0.5463)  loss_giou_dn_0: 0.5060 (0.5620)  loss_giou_dn_1: 0.4071 (0.4538)  loss_giou_dn_2: 0.3761 (0.4224)  loss_giou_dn_3: 0.3608 (0.4140)  loss_giou_dn_4: 0.3598 (0.4119)  loss_giou_dn_5: 0.3601 (0.4121)  loss_vfl: 0.6318 (0.6533)  loss_vfl_aux_0: 0.7353 (0.7545)  loss_vfl_aux_1: 0.6936 (0.7080)  loss_vfl_aux_2: 0.6537 (0.6835)  loss_vfl_aux_3: 0.6411 (0.6649)  loss_vfl_aux_4: 0.6391 (0.6574)  loss_vfl_aux_5: 0.7331 (0.7415)  loss_vfl_dn_0: 0.4404 (0.4456)  loss_vfl_dn_1: 0.3659 (0.3799)  loss_vfl_dn_2: 0.3488 (0.3638)  loss_vfl_dn_3: 0.3451 (0.3567)  loss_vfl_dn_4: 0.3423 (0.3542)  loss_vfl_dn_5: 0.3404 (0.3535)  time: 0.4778  data: 0.0143  max mem: 5654
Epoch: [60]  [2900/7393]  eta: 0:36:56  lr: 0.000010  loss: 15.8635 (15.3413)  loss_bbox: 0.1637 (0.1486)  loss_bbox_aux_0: 0.1709 (0.1605)  loss_bbox_aux_1: 0.1659 (0.1534)  loss_bbox_aux_2: 0.1665 (0.1505)  loss_bbox_aux_3: 0.1619 (0.1492)  loss_bbox_aux_4: 0.1618 (0.1486)  loss_bbox_aux_5: 0.2082 (0.1962)  loss_bbox_dn_0: 0.2638 (0.2561)  loss_bbox_dn_1: 0.1924 (0.1864)  loss_bbox_dn_2: 0.1721 (0.1660)  loss_bbox_dn_3: 0.1687 (0.1602)  loss_bbox_dn_4: 0.1679 (0.1588)  loss_bbox_dn_5: 0.1680 (0.1588)  loss_giou: 0.4651 (0.4618)  loss_giou_aux_0: 0.4744 (0.4834)  loss_giou_aux_1: 0.4710 (0.4708)  loss_giou_aux_2: 0.4669 (0.4653)  loss_giou_aux_3: 0.4676 (0.4634)  loss_giou_aux_4: 0.4649 (0.4621)  loss_giou_aux_5: 0.5245 (0.5460)  loss_giou_dn_0: 0.5684 (0.5620)  loss_giou_dn_1: 0.4523 (0.4537)  loss_giou_dn_2: 0.4272 (0.4224)  loss_giou_dn_3: 0.4161 (0.4140)  loss_giou_dn_4: 0.4144 (0.4119)  loss_giou_dn_5: 0.4146 (0.4121)  loss_vfl: 0.6736 (0.6534)  loss_vfl_aux_0: 0.7954 (0.7550)  loss_vfl_aux_1: 0.7250 (0.7086)  loss_vfl_aux_2: 0.6793 (0.6836)  loss_vfl_aux_3: 0.6758 (0.6652)  loss_vfl_aux_4: 0.6740 (0.6574)  loss_vfl_aux_5: 0.7674 (0.7419)  loss_vfl_dn_0: 0.4507 (0.4456)  loss_vfl_dn_1: 0.3840 (0.3799)  loss_vfl_dn_2: 0.3706 (0.3638)  loss_vfl_dn_3: 0.3643 (0.3567)  loss_vfl_dn_4: 0.3627 (0.3543)  loss_vfl_dn_5: 0.3611 (0.3535)  time: 0.4776  data: 0.0137  max mem: 5654
Epoch: [60]  [3000/7393]  eta: 0:36:15  lr: 0.000010  loss: 15.4093 (15.3440)  loss_bbox: 0.1373 (0.1486)  loss_bbox_aux_0: 0.1514 (0.1604)  loss_bbox_aux_1: 0.1380 (0.1532)  loss_bbox_aux_2: 0.1372 (0.1505)  loss_bbox_aux_3: 0.1387 (0.1492)  loss_bbox_aux_4: 0.1407 (0.1486)  loss_bbox_aux_5: 0.1836 (0.1963)  loss_bbox_dn_0: 0.2189 (0.2562)  loss_bbox_dn_1: 0.1617 (0.1865)  loss_bbox_dn_2: 0.1411 (0.1661)  loss_bbox_dn_3: 0.1386 (0.1602)  loss_bbox_dn_4: 0.1380 (0.1588)  loss_bbox_dn_5: 0.1380 (0.1588)  loss_giou: 0.4596 (0.4620)  loss_giou_aux_0: 0.4819 (0.4835)  loss_giou_aux_1: 0.4721 (0.4708)  loss_giou_aux_2: 0.4601 (0.4655)  loss_giou_aux_3: 0.4586 (0.4636)  loss_giou_aux_4: 0.4588 (0.4622)  loss_giou_aux_5: 0.5584 (0.5463)  loss_giou_dn_0: 0.5479 (0.5621)  loss_giou_dn_1: 0.4479 (0.4538)  loss_giou_dn_2: 0.4195 (0.4224)  loss_giou_dn_3: 0.4086 (0.4140)  loss_giou_dn_4: 0.4027 (0.4119)  loss_giou_dn_5: 0.4027 (0.4121)  loss_vfl: 0.6364 (0.6534)  loss_vfl_aux_0: 0.7384 (0.7552)  loss_vfl_aux_1: 0.7074 (0.7094)  loss_vfl_aux_2: 0.6523 (0.6837)  loss_vfl_aux_3: 0.6524 (0.6653)  loss_vfl_aux_4: 0.6266 (0.6574)  loss_vfl_aux_5: 0.7179 (0.7418)  loss_vfl_dn_0: 0.4460 (0.4456)  loss_vfl_dn_1: 0.3884 (0.3799)  loss_vfl_dn_2: 0.3714 (0.3639)  loss_vfl_dn_3: 0.3637 (0.3568)  loss_vfl_dn_4: 0.3597 (0.3543)  loss_vfl_dn_5: 0.3588 (0.3536)  time: 0.8234  data: 0.0145  max mem: 5654
Epoch: [60]  [3100/7393]  eta: 0:35:23  lr: 0.000010  loss: 15.3962 (15.3478)  loss_bbox: 0.1374 (0.1486)  loss_bbox_aux_0: 0.1454 (0.1604)  loss_bbox_aux_1: 0.1362 (0.1532)  loss_bbox_aux_2: 0.1319 (0.1505)  loss_bbox_aux_3: 0.1343 (0.1492)  loss_bbox_aux_4: 0.1376 (0.1486)  loss_bbox_aux_5: 0.1803 (0.1962)  loss_bbox_dn_0: 0.2198 (0.2561)  loss_bbox_dn_1: 0.1688 (0.1865)  loss_bbox_dn_2: 0.1530 (0.1661)  loss_bbox_dn_3: 0.1480 (0.1602)  loss_bbox_dn_4: 0.1446 (0.1588)  loss_bbox_dn_5: 0.1446 (0.1589)  loss_giou: 0.4102 (0.4621)  loss_giou_aux_0: 0.4364 (0.4837)  loss_giou_aux_1: 0.4140 (0.4710)  loss_giou_aux_2: 0.4092 (0.4657)  loss_giou_aux_3: 0.4182 (0.4637)  loss_giou_aux_4: 0.4117 (0.4623)  loss_giou_aux_5: 0.4971 (0.5464)  loss_giou_dn_0: 0.5546 (0.5622)  loss_giou_dn_1: 0.4436 (0.4540)  loss_giou_dn_2: 0.4128 (0.4226)  loss_giou_dn_3: 0.4106 (0.4142)  loss_giou_dn_4: 0.4086 (0.4121)  loss_giou_dn_5: 0.4095 (0.4123)  loss_vfl: 0.6685 (0.6536)  loss_vfl_aux_0: 0.7612 (0.7554)  loss_vfl_aux_1: 0.7327 (0.7098)  loss_vfl_aux_2: 0.7028 (0.6838)  loss_vfl_aux_3: 0.6731 (0.6655)  loss_vfl_aux_4: 0.6791 (0.6576)  loss_vfl_aux_5: 0.7370 (0.7420)  loss_vfl_dn_0: 0.4472 (0.4457)  loss_vfl_dn_1: 0.3829 (0.3800)  loss_vfl_dn_2: 0.3623 (0.3639)  loss_vfl_dn_3: 0.3556 (0.3569)  loss_vfl_dn_4: 0.3526 (0.3544)  loss_vfl_dn_5: 0.3520 (0.3536)  time: 0.4837  data: 0.0143  max mem: 5654
Epoch: [60]  [3200/7393]  eta: 0:34:32  lr: 0.000010  loss: 14.9864 (15.3509)  loss_bbox: 0.1442 (0.1488)  loss_bbox_aux_0: 0.1582 (0.1606)  loss_bbox_aux_1: 0.1516 (0.1534)  loss_bbox_aux_2: 0.1470 (0.1506)  loss_bbox_aux_3: 0.1456 (0.1494)  loss_bbox_aux_4: 0.1442 (0.1488)  loss_bbox_aux_5: 0.1951 (0.1963)  loss_bbox_dn_0: 0.2487 (0.2563)  loss_bbox_dn_1: 0.1949 (0.1866)  loss_bbox_dn_2: 0.1715 (0.1662)  loss_bbox_dn_3: 0.1627 (0.1603)  loss_bbox_dn_4: 0.1584 (0.1590)  loss_bbox_dn_5: 0.1586 (0.1590)  loss_giou: 0.4655 (0.4622)  loss_giou_aux_0: 0.4769 (0.4839)  loss_giou_aux_1: 0.4659 (0.4711)  loss_giou_aux_2: 0.4693 (0.4658)  loss_giou_aux_3: 0.4773 (0.4638)  loss_giou_aux_4: 0.4679 (0.4624)  loss_giou_aux_5: 0.5456 (0.5465)  loss_giou_dn_0: 0.5800 (0.5622)  loss_giou_dn_1: 0.4750 (0.4539)  loss_giou_dn_2: 0.4423 (0.4226)  loss_giou_dn_3: 0.4328 (0.4142)  loss_giou_dn_4: 0.4293 (0.4121)  loss_giou_dn_5: 0.4296 (0.4123)  loss_vfl: 0.6438 (0.6537)  loss_vfl_aux_0: 0.7183 (0.7554)  loss_vfl_aux_1: 0.6774 (0.7098)  loss_vfl_aux_2: 0.6705 (0.6839)  loss_vfl_aux_3: 0.6507 (0.6656)  loss_vfl_aux_4: 0.6433 (0.6577)  loss_vfl_aux_5: 0.7276 (0.7421)  loss_vfl_dn_0: 0.4419 (0.4457)  loss_vfl_dn_1: 0.3786 (0.3800)  loss_vfl_dn_2: 0.3657 (0.3639)  loss_vfl_dn_3: 0.3575 (0.3569)  loss_vfl_dn_4: 0.3555 (0.3544)  loss_vfl_dn_5: 0.3545 (0.3536)  time: 0.4771  data: 0.0140  max mem: 5654
Epoch: [60]  [3300/7393]  eta: 0:33:41  lr: 0.000010  loss: 14.8903 (15.3459)  loss_bbox: 0.1410 (0.1489)  loss_bbox_aux_0: 0.1524 (0.1607)  loss_bbox_aux_1: 0.1451 (0.1536)  loss_bbox_aux_2: 0.1387 (0.1507)  loss_bbox_aux_3: 0.1348 (0.1495)  loss_bbox_aux_4: 0.1357 (0.1489)  loss_bbox_aux_5: 0.1880 (0.1965)  loss_bbox_dn_0: 0.2443 (0.2567)  loss_bbox_dn_1: 0.1719 (0.1869)  loss_bbox_dn_2: 0.1464 (0.1665)  loss_bbox_dn_3: 0.1384 (0.1606)  loss_bbox_dn_4: 0.1364 (0.1592)  loss_bbox_dn_5: 0.1364 (0.1592)  loss_giou: 0.4196 (0.4616)  loss_giou_aux_0: 0.4283 (0.4834)  loss_giou_aux_1: 0.4229 (0.4707)  loss_giou_aux_2: 0.4168 (0.4652)  loss_giou_aux_3: 0.4127 (0.4632)  loss_giou_aux_4: 0.4147 (0.4618)  loss_giou_aux_5: 0.4889 (0.5459)  loss_giou_dn_0: 0.5323 (0.5618)  loss_giou_dn_1: 0.4193 (0.4535)  loss_giou_dn_2: 0.3947 (0.4222)  loss_giou_dn_3: 0.3872 (0.4138)  loss_giou_dn_4: 0.3840 (0.4117)  loss_giou_dn_5: 0.3840 (0.4119)  loss_vfl: 0.6403 (0.6537)  loss_vfl_aux_0: 0.7240 (0.7550)  loss_vfl_aux_1: 0.6801 (0.7095)  loss_vfl_aux_2: 0.6649 (0.6839)  loss_vfl_aux_3: 0.6551 (0.6656)  loss_vfl_aux_4: 0.6516 (0.6577)  loss_vfl_aux_5: 0.7467 (0.7421)  loss_vfl_dn_0: 0.4396 (0.4456)  loss_vfl_dn_1: 0.3735 (0.3799)  loss_vfl_dn_2: 0.3554 (0.3638)  loss_vfl_dn_3: 0.3486 (0.3567)  loss_vfl_dn_4: 0.3451 (0.3542)  loss_vfl_dn_5: 0.3468 (0.3535)  time: 0.4884  data: 0.0141  max mem: 5654
Epoch: [60]  [3400/7393]  eta: 0:32:50  lr: 0.000010  loss: 15.6733 (15.3420)  loss_bbox: 0.1429 (0.1489)  loss_bbox_aux_0: 0.1510 (0.1607)  loss_bbox_aux_1: 0.1475 (0.1536)  loss_bbox_aux_2: 0.1431 (0.1506)  loss_bbox_aux_3: 0.1384 (0.1494)  loss_bbox_aux_4: 0.1385 (0.1488)  loss_bbox_aux_5: 0.1858 (0.1964)  loss_bbox_dn_0: 0.2462 (0.2566)  loss_bbox_dn_1: 0.1753 (0.1868)  loss_bbox_dn_2: 0.1657 (0.1663)  loss_bbox_dn_3: 0.1578 (0.1605)  loss_bbox_dn_4: 0.1530 (0.1591)  loss_bbox_dn_5: 0.1530 (0.1591)  loss_giou: 0.4234 (0.4613)  loss_giou_aux_0: 0.4459 (0.4832)  loss_giou_aux_1: 0.4401 (0.4705)  loss_giou_aux_2: 0.4376 (0.4650)  loss_giou_aux_3: 0.4335 (0.4629)  loss_giou_aux_4: 0.4273 (0.4616)  loss_giou_aux_5: 0.5124 (0.5457)  loss_giou_dn_0: 0.5526 (0.5618)  loss_giou_dn_1: 0.4504 (0.4534)  loss_giou_dn_2: 0.4220 (0.4221)  loss_giou_dn_3: 0.4132 (0.4137)  loss_giou_dn_4: 0.4131 (0.4116)  loss_giou_dn_5: 0.4130 (0.4118)  loss_vfl: 0.6569 (0.6536)  loss_vfl_aux_0: 0.7411 (0.7549)  loss_vfl_aux_1: 0.6848 (0.7093)  loss_vfl_aux_2: 0.6750 (0.6839)  loss_vfl_aux_3: 0.6616 (0.6656)  loss_vfl_aux_4: 0.6613 (0.6576)  loss_vfl_aux_5: 0.7216 (0.7420)  loss_vfl_dn_0: 0.4473 (0.4456)  loss_vfl_dn_1: 0.3831 (0.3800)  loss_vfl_dn_2: 0.3666 (0.3638)  loss_vfl_dn_3: 0.3561 (0.3567)  loss_vfl_dn_4: 0.3556 (0.3542)  loss_vfl_dn_5: 0.3546 (0.3535)  time: 0.5040  data: 0.0138  max mem: 5654
Epoch: [60]  [3500/7393]  eta: 0:32:00  lr: 0.000010  loss: 15.2919 (15.3415)  loss_bbox: 0.1345 (0.1487)  loss_bbox_aux_0: 0.1443 (0.1605)  loss_bbox_aux_1: 0.1347 (0.1534)  loss_bbox_aux_2: 0.1307 (0.1505)  loss_bbox_aux_3: 0.1333 (0.1493)  loss_bbox_aux_4: 0.1306 (0.1487)  loss_bbox_aux_5: 0.1765 (0.1962)  loss_bbox_dn_0: 0.2433 (0.2563)  loss_bbox_dn_1: 0.1701 (0.1866)  loss_bbox_dn_2: 0.1480 (0.1661)  loss_bbox_dn_3: 0.1428 (0.1603)  loss_bbox_dn_4: 0.1417 (0.1589)  loss_bbox_dn_5: 0.1418 (0.1589)  loss_giou: 0.4494 (0.4615)  loss_giou_aux_0: 0.4744 (0.4834)  loss_giou_aux_1: 0.4702 (0.4706)  loss_giou_aux_2: 0.4589 (0.4651)  loss_giou_aux_3: 0.4573 (0.4631)  loss_giou_aux_4: 0.4510 (0.4617)  loss_giou_aux_5: 0.5470 (0.5458)  loss_giou_dn_0: 0.5678 (0.5618)  loss_giou_dn_1: 0.4543 (0.4536)  loss_giou_dn_2: 0.4269 (0.4222)  loss_giou_dn_3: 0.4159 (0.4138)  loss_giou_dn_4: 0.4137 (0.4117)  loss_giou_dn_5: 0.4141 (0.4119)  loss_vfl: 0.6582 (0.6537)  loss_vfl_aux_0: 0.7370 (0.7548)  loss_vfl_aux_1: 0.6969 (0.7093)  loss_vfl_aux_2: 0.6857 (0.6839)  loss_vfl_aux_3: 0.6587 (0.6656)  loss_vfl_aux_4: 0.6622 (0.6577)  loss_vfl_aux_5: 0.7130 (0.7419)  loss_vfl_dn_0: 0.4450 (0.4456)  loss_vfl_dn_1: 0.3859 (0.3800)  loss_vfl_dn_2: 0.3615 (0.3639)  loss_vfl_dn_3: 0.3543 (0.3568)  loss_vfl_dn_4: 0.3520 (0.3543)  loss_vfl_dn_5: 0.3523 (0.3536)  time: 0.4892  data: 0.0141  max mem: 5654
Epoch: [60]  [3600/7393]  eta: 0:31:09  lr: 0.000010  loss: 16.0603 (15.3475)  loss_bbox: 0.1401 (0.1487)  loss_bbox_aux_0: 0.1571 (0.1605)  loss_bbox_aux_1: 0.1447 (0.1534)  loss_bbox_aux_2: 0.1425 (0.1504)  loss_bbox_aux_3: 0.1387 (0.1492)  loss_bbox_aux_4: 0.1387 (0.1487)  loss_bbox_aux_5: 0.1784 (0.1962)  loss_bbox_dn_0: 0.2421 (0.2562)  loss_bbox_dn_1: 0.1842 (0.1866)  loss_bbox_dn_2: 0.1580 (0.1662)  loss_bbox_dn_3: 0.1545 (0.1603)  loss_bbox_dn_4: 0.1521 (0.1589)  loss_bbox_dn_5: 0.1521 (0.1589)  loss_giou: 0.4696 (0.4617)  loss_giou_aux_0: 0.4929 (0.4836)  loss_giou_aux_1: 0.4744 (0.4708)  loss_giou_aux_2: 0.4807 (0.4654)  loss_giou_aux_3: 0.4756 (0.4633)  loss_giou_aux_4: 0.4697 (0.4620)  loss_giou_aux_5: 0.5486 (0.5460)  loss_giou_dn_0: 0.5902 (0.5621)  loss_giou_dn_1: 0.4773 (0.4538)  loss_giou_dn_2: 0.4410 (0.4224)  loss_giou_dn_3: 0.4292 (0.4140)  loss_giou_dn_4: 0.4255 (0.4119)  loss_giou_dn_5: 0.4255 (0.4121)  loss_vfl: 0.6872 (0.6541)  loss_vfl_aux_0: 0.7397 (0.7551)  loss_vfl_aux_1: 0.7219 (0.7097)  loss_vfl_aux_2: 0.6986 (0.6842)  loss_vfl_aux_3: 0.6982 (0.6661)  loss_vfl_aux_4: 0.6930 (0.6581)  loss_vfl_aux_5: 0.7582 (0.7421)  loss_vfl_dn_0: 0.4488 (0.4457)  loss_vfl_dn_1: 0.3892 (0.3801)  loss_vfl_dn_2: 0.3745 (0.3640)  loss_vfl_dn_3: 0.3701 (0.3569)  loss_vfl_dn_4: 0.3669 (0.3544)  loss_vfl_dn_5: 0.3672 (0.3537)  time: 0.4818  data: 0.0136  max mem: 5654
Epoch: [60]  [3700/7393]  eta: 0:30:18  lr: 0.000010  loss: 15.6350 (15.3453)  loss_bbox: 0.1492 (0.1487)  loss_bbox_aux_0: 0.1707 (0.1605)  loss_bbox_aux_1: 0.1625 (0.1534)  loss_bbox_aux_2: 0.1503 (0.1504)  loss_bbox_aux_3: 0.1495 (0.1492)  loss_bbox_aux_4: 0.1480 (0.1486)  loss_bbox_aux_5: 0.1973 (0.1961)  loss_bbox_dn_0: 0.2528 (0.2563)  loss_bbox_dn_1: 0.1958 (0.1867)  loss_bbox_dn_2: 0.1657 (0.1662)  loss_bbox_dn_3: 0.1627 (0.1603)  loss_bbox_dn_4: 0.1638 (0.1589)  loss_bbox_dn_5: 0.1639 (0.1589)  loss_giou: 0.4066 (0.4614)  loss_giou_aux_0: 0.4290 (0.4833)  loss_giou_aux_1: 0.4044 (0.4705)  loss_giou_aux_2: 0.4078 (0.4652)  loss_giou_aux_3: 0.4164 (0.4630)  loss_giou_aux_4: 0.4115 (0.4617)  loss_giou_aux_5: 0.4927 (0.5456)  loss_giou_dn_0: 0.5733 (0.5619)  loss_giou_dn_1: 0.4488 (0.4536)  loss_giou_dn_2: 0.4093 (0.4222)  loss_giou_dn_3: 0.3984 (0.4138)  loss_giou_dn_4: 0.3934 (0.4117)  loss_giou_dn_5: 0.3936 (0.4119)  loss_vfl: 0.6427 (0.6542)  loss_vfl_aux_0: 0.7290 (0.7551)  loss_vfl_aux_1: 0.6969 (0.7098)  loss_vfl_aux_2: 0.6699 (0.6843)  loss_vfl_aux_3: 0.6661 (0.6662)  loss_vfl_aux_4: 0.6453 (0.6583)  loss_vfl_aux_5: 0.7495 (0.7423)  loss_vfl_dn_0: 0.4445 (0.4457)  loss_vfl_dn_1: 0.3833 (0.3801)  loss_vfl_dn_2: 0.3712 (0.3639)  loss_vfl_dn_3: 0.3594 (0.3569)  loss_vfl_dn_4: 0.3570 (0.3544)  loss_vfl_dn_5: 0.3550 (0.3536)  time: 0.4712  data: 0.0140  max mem: 5654
Epoch: [60]  [3800/7393]  eta: 0:29:28  lr: 0.000010  loss: 15.6985 (15.3508)  loss_bbox: 0.1394 (0.1488)  loss_bbox_aux_0: 0.1571 (0.1606)  loss_bbox_aux_1: 0.1426 (0.1535)  loss_bbox_aux_2: 0.1430 (0.1505)  loss_bbox_aux_3: 0.1425 (0.1493)  loss_bbox_aux_4: 0.1424 (0.1487)  loss_bbox_aux_5: 0.1892 (0.1961)  loss_bbox_dn_0: 0.2396 (0.2565)  loss_bbox_dn_1: 0.1722 (0.1868)  loss_bbox_dn_2: 0.1506 (0.1663)  loss_bbox_dn_3: 0.1467 (0.1604)  loss_bbox_dn_4: 0.1435 (0.1590)  loss_bbox_dn_5: 0.1435 (0.1591)  loss_giou: 0.4320 (0.4617)  loss_giou_aux_0: 0.4326 (0.4836)  loss_giou_aux_1: 0.4333 (0.4708)  loss_giou_aux_2: 0.4244 (0.4654)  loss_giou_aux_3: 0.4215 (0.4633)  loss_giou_aux_4: 0.4222 (0.4619)  loss_giou_aux_5: 0.4748 (0.5459)  loss_giou_dn_0: 0.5413 (0.5621)  loss_giou_dn_1: 0.4372 (0.4538)  loss_giou_dn_2: 0.4057 (0.4224)  loss_giou_dn_3: 0.4056 (0.4140)  loss_giou_dn_4: 0.4037 (0.4119)  loss_giou_dn_5: 0.4039 (0.4121)  loss_vfl: 0.6425 (0.6544)  loss_vfl_aux_0: 0.7489 (0.7552)  loss_vfl_aux_1: 0.6866 (0.7100)  loss_vfl_aux_2: 0.6695 (0.6843)  loss_vfl_aux_3: 0.6543 (0.6663)  loss_vfl_aux_4: 0.6577 (0.6584)  loss_vfl_aux_5: 0.7725 (0.7427)  loss_vfl_dn_0: 0.4454 (0.4457)  loss_vfl_dn_1: 0.3812 (0.3801)  loss_vfl_dn_2: 0.3686 (0.3640)  loss_vfl_dn_3: 0.3613 (0.3569)  loss_vfl_dn_4: 0.3563 (0.3544)  loss_vfl_dn_5: 0.3550 (0.3537)  time: 0.4898  data: 0.0144  max mem: 5654
Epoch: [60]  [3900/7393]  eta: 0:28:44  lr: 0.000010  loss: 15.2957 (15.3470)  loss_bbox: 0.1291 (0.1487)  loss_bbox_aux_0: 0.1388 (0.1605)  loss_bbox_aux_1: 0.1455 (0.1534)  loss_bbox_aux_2: 0.1268 (0.1505)  loss_bbox_aux_3: 0.1275 (0.1492)  loss_bbox_aux_4: 0.1326 (0.1486)  loss_bbox_aux_5: 0.1735 (0.1960)  loss_bbox_dn_0: 0.2209 (0.2563)  loss_bbox_dn_1: 0.1503 (0.1866)  loss_bbox_dn_2: 0.1336 (0.1661)  loss_bbox_dn_3: 0.1305 (0.1602)  loss_bbox_dn_4: 0.1295 (0.1589)  loss_bbox_dn_5: 0.1295 (0.1589)  loss_giou: 0.4767 (0.4616)  loss_giou_aux_0: 0.4854 (0.4836)  loss_giou_aux_1: 0.4679 (0.4707)  loss_giou_aux_2: 0.4926 (0.4655)  loss_giou_aux_3: 0.4766 (0.4633)  loss_giou_aux_4: 0.4773 (0.4618)  loss_giou_aux_5: 0.5389 (0.5458)  loss_giou_dn_0: 0.5594 (0.5620)  loss_giou_dn_1: 0.4557 (0.4538)  loss_giou_dn_2: 0.4193 (0.4224)  loss_giou_dn_3: 0.4083 (0.4140)  loss_giou_dn_4: 0.4060 (0.4119)  loss_giou_dn_5: 0.4061 (0.4120)  loss_vfl: 0.6267 (0.6542)  loss_vfl_aux_0: 0.7285 (0.7551)  loss_vfl_aux_1: 0.6800 (0.7098)  loss_vfl_aux_2: 0.6357 (0.6839)  loss_vfl_aux_3: 0.6416 (0.6661)  loss_vfl_aux_4: 0.6297 (0.6583)  loss_vfl_aux_5: 0.7293 (0.7426)  loss_vfl_dn_0: 0.4379 (0.4457)  loss_vfl_dn_1: 0.3825 (0.3801)  loss_vfl_dn_2: 0.3679 (0.3640)  loss_vfl_dn_3: 0.3628 (0.3569)  loss_vfl_dn_4: 0.3619 (0.3544)  loss_vfl_dn_5: 0.3625 (0.3537)  time: 0.4698  data: 0.0147  max mem: 5654
Epoch: [60]  [4000/7393]  eta: 0:27:54  lr: 0.000010  loss: 15.5559 (15.3513)  loss_bbox: 0.1493 (0.1487)  loss_bbox_aux_0: 0.1479 (0.1605)  loss_bbox_aux_1: 0.1466 (0.1535)  loss_bbox_aux_2: 0.1585 (0.1505)  loss_bbox_aux_3: 0.1567 (0.1492)  loss_bbox_aux_4: 0.1558 (0.1486)  loss_bbox_aux_5: 0.1877 (0.1960)  loss_bbox_dn_0: 0.2443 (0.2561)  loss_bbox_dn_1: 0.1775 (0.1864)  loss_bbox_dn_2: 0.1600 (0.1660)  loss_bbox_dn_3: 0.1524 (0.1601)  loss_bbox_dn_4: 0.1532 (0.1587)  loss_bbox_dn_5: 0.1533 (0.1587)  loss_giou: 0.4921 (0.4622)  loss_giou_aux_0: 0.4899 (0.4840)  loss_giou_aux_1: 0.4904 (0.4712)  loss_giou_aux_2: 0.4906 (0.4661)  loss_giou_aux_3: 0.4886 (0.4638)  loss_giou_aux_4: 0.4918 (0.4624)  loss_giou_aux_5: 0.5514 (0.5463)  loss_giou_dn_0: 0.5768 (0.5623)  loss_giou_dn_1: 0.4612 (0.4541)  loss_giou_dn_2: 0.4267 (0.4227)  loss_giou_dn_3: 0.4218 (0.4143)  loss_giou_dn_4: 0.4184 (0.4121)  loss_giou_dn_5: 0.4187 (0.4123)  loss_vfl: 0.6451 (0.6542)  loss_vfl_aux_0: 0.7422 (0.7550)  loss_vfl_aux_1: 0.7214 (0.7098)  loss_vfl_aux_2: 0.6890 (0.6838)  loss_vfl_aux_3: 0.6666 (0.6661)  loss_vfl_aux_4: 0.6511 (0.6582)  loss_vfl_aux_5: 0.7307 (0.7425)  loss_vfl_dn_0: 0.4499 (0.4456)  loss_vfl_dn_1: 0.3821 (0.3801)  loss_vfl_dn_2: 0.3645 (0.3640)  loss_vfl_dn_3: 0.3574 (0.3569)  loss_vfl_dn_4: 0.3551 (0.3544)  loss_vfl_dn_5: 0.3548 (0.3537)  time: 0.4960  data: 0.0149  max mem: 5654
Epoch: [60]  [4100/7393]  eta: 0:27:04  lr: 0.000010  loss: 16.3270 (15.3551)  loss_bbox: 0.1515 (0.1488)  loss_bbox_aux_0: 0.1625 (0.1606)  loss_bbox_aux_1: 0.1555 (0.1536)  loss_bbox_aux_2: 0.1554 (0.1506)  loss_bbox_aux_3: 0.1532 (0.1493)  loss_bbox_aux_4: 0.1530 (0.1487)  loss_bbox_aux_5: 0.1995 (0.1960)  loss_bbox_dn_0: 0.2533 (0.2559)  loss_bbox_dn_1: 0.1798 (0.1864)  loss_bbox_dn_2: 0.1573 (0.1659)  loss_bbox_dn_3: 0.1534 (0.1600)  loss_bbox_dn_4: 0.1537 (0.1586)  loss_bbox_dn_5: 0.1537 (0.1587)  loss_giou: 0.5106 (0.4625)  loss_giou_aux_0: 0.5363 (0.4843)  loss_giou_aux_1: 0.5135 (0.4715)  loss_giou_aux_2: 0.5045 (0.4664)  loss_giou_aux_3: 0.5138 (0.4641)  loss_giou_aux_4: 0.5064 (0.4627)  loss_giou_aux_5: 0.5950 (0.5466)  loss_giou_dn_0: 0.6039 (0.5625)  loss_giou_dn_1: 0.4970 (0.4543)  loss_giou_dn_2: 0.4641 (0.4229)  loss_giou_dn_3: 0.4535 (0.4145)  loss_giou_dn_4: 0.4517 (0.4123)  loss_giou_dn_5: 0.4516 (0.4125)  loss_vfl: 0.6583 (0.6543)  loss_vfl_aux_0: 0.7507 (0.7549)  loss_vfl_aux_1: 0.6913 (0.7098)  loss_vfl_aux_2: 0.6777 (0.6838)  loss_vfl_aux_3: 0.6569 (0.6661)  loss_vfl_aux_4: 0.6603 (0.6583)  loss_vfl_aux_5: 0.7566 (0.7425)  loss_vfl_dn_0: 0.4396 (0.4456)  loss_vfl_dn_1: 0.3852 (0.3802)  loss_vfl_dn_2: 0.3693 (0.3641)  loss_vfl_dn_3: 0.3638 (0.3570)  loss_vfl_dn_4: 0.3622 (0.3545)  loss_vfl_dn_5: 0.3604 (0.3538)  time: 0.4908  data: 0.0147  max mem: 5654
Epoch: [60]  [4200/7393]  eta: 0:26:14  lr: 0.000010  loss: 15.6385 (15.3508)  loss_bbox: 0.1479 (0.1487)  loss_bbox_aux_0: 0.1562 (0.1605)  loss_bbox_aux_1: 0.1462 (0.1535)  loss_bbox_aux_2: 0.1440 (0.1505)  loss_bbox_aux_3: 0.1428 (0.1492)  loss_bbox_aux_4: 0.1511 (0.1486)  loss_bbox_aux_5: 0.1911 (0.1959)  loss_bbox_dn_0: 0.2567 (0.2559)  loss_bbox_dn_1: 0.1959 (0.1863)  loss_bbox_dn_2: 0.1727 (0.1658)  loss_bbox_dn_3: 0.1654 (0.1599)  loss_bbox_dn_4: 0.1648 (0.1585)  loss_bbox_dn_5: 0.1648 (0.1586)  loss_giou: 0.4239 (0.4623)  loss_giou_aux_0: 0.4593 (0.4842)  loss_giou_aux_1: 0.4466 (0.4713)  loss_giou_aux_2: 0.4375 (0.4661)  loss_giou_aux_3: 0.4311 (0.4638)  loss_giou_aux_4: 0.4262 (0.4624)  loss_giou_aux_5: 0.5430 (0.5464)  loss_giou_dn_0: 0.5583 (0.5623)  loss_giou_dn_1: 0.4546 (0.4542)  loss_giou_dn_2: 0.4215 (0.4227)  loss_giou_dn_3: 0.4095 (0.4143)  loss_giou_dn_4: 0.4086 (0.4122)  loss_giou_dn_5: 0.4087 (0.4124)  loss_vfl: 0.6713 (0.6543)  loss_vfl_aux_0: 0.7731 (0.7548)  loss_vfl_aux_1: 0.7447 (0.7097)  loss_vfl_aux_2: 0.7171 (0.6839)  loss_vfl_aux_3: 0.6832 (0.6663)  loss_vfl_aux_4: 0.6679 (0.6584)  loss_vfl_aux_5: 0.7626 (0.7426)  loss_vfl_dn_0: 0.4438 (0.4456)  loss_vfl_dn_1: 0.3840 (0.3800)  loss_vfl_dn_2: 0.3681 (0.3640)  loss_vfl_dn_3: 0.3653 (0.3569)  loss_vfl_dn_4: 0.3618 (0.3544)  loss_vfl_dn_5: 0.3614 (0.3537)  time: 0.4847  data: 0.0141  max mem: 5654
Epoch: [60]  [4300/7393]  eta: 0:25:24  lr: 0.000010  loss: 15.3733 (15.3478)  loss_bbox: 0.1369 (0.1486)  loss_bbox_aux_0: 0.1537 (0.1604)  loss_bbox_aux_1: 0.1512 (0.1534)  loss_bbox_aux_2: 0.1473 (0.1505)  loss_bbox_aux_3: 0.1433 (0.1491)  loss_bbox_aux_4: 0.1453 (0.1486)  loss_bbox_aux_5: 0.1857 (0.1958)  loss_bbox_dn_0: 0.2441 (0.2559)  loss_bbox_dn_1: 0.1688 (0.1863)  loss_bbox_dn_2: 0.1468 (0.1658)  loss_bbox_dn_3: 0.1373 (0.1599)  loss_bbox_dn_4: 0.1356 (0.1585)  loss_bbox_dn_5: 0.1357 (0.1586)  loss_giou: 0.4196 (0.4619)  loss_giou_aux_0: 0.4469 (0.4839)  loss_giou_aux_1: 0.4282 (0.4709)  loss_giou_aux_2: 0.4178 (0.4657)  loss_giou_aux_3: 0.4204 (0.4634)  loss_giou_aux_4: 0.4201 (0.4620)  loss_giou_aux_5: 0.5226 (0.5461)  loss_giou_dn_0: 0.5436 (0.5622)  loss_giou_dn_1: 0.4370 (0.4540)  loss_giou_dn_2: 0.4077 (0.4225)  loss_giou_dn_3: 0.3987 (0.4141)  loss_giou_dn_4: 0.3959 (0.4119)  loss_giou_dn_5: 0.3960 (0.4121)  loss_vfl: 0.6866 (0.6545)  loss_vfl_aux_0: 0.7709 (0.7550)  loss_vfl_aux_1: 0.7183 (0.7100)  loss_vfl_aux_2: 0.7004 (0.6841)  loss_vfl_aux_3: 0.6865 (0.6666)  loss_vfl_aux_4: 0.6847 (0.6586)  loss_vfl_aux_5: 0.7371 (0.7428)  loss_vfl_dn_0: 0.4468 (0.4456)  loss_vfl_dn_1: 0.3800 (0.3800)  loss_vfl_dn_2: 0.3603 (0.3639)  loss_vfl_dn_3: 0.3474 (0.3569)  loss_vfl_dn_4: 0.3456 (0.3544)  loss_vfl_dn_5: 0.3447 (0.3536)  time: 0.4930  data: 0.0136  max mem: 5654
Epoch: [60]  [4400/7393]  eta: 0:24:34  lr: 0.000010  loss: 15.4353 (15.3471)  loss_bbox: 0.1551 (0.1485)  loss_bbox_aux_0: 0.1603 (0.1604)  loss_bbox_aux_1: 0.1583 (0.1533)  loss_bbox_aux_2: 0.1435 (0.1504)  loss_bbox_aux_3: 0.1570 (0.1491)  loss_bbox_aux_4: 0.1551 (0.1485)  loss_bbox_aux_5: 0.1946 (0.1958)  loss_bbox_dn_0: 0.2247 (0.2557)  loss_bbox_dn_1: 0.1658 (0.1861)  loss_bbox_dn_2: 0.1560 (0.1657)  loss_bbox_dn_3: 0.1482 (0.1598)  loss_bbox_dn_4: 0.1451 (0.1585)  loss_bbox_dn_5: 0.1451 (0.1585)  loss_giou: 0.4760 (0.4622)  loss_giou_aux_0: 0.4996 (0.4843)  loss_giou_aux_1: 0.4953 (0.4712)  loss_giou_aux_2: 0.4816 (0.4661)  loss_giou_aux_3: 0.4922 (0.4638)  loss_giou_aux_4: 0.4795 (0.4623)  loss_giou_aux_5: 0.5663 (0.5465)  loss_giou_dn_0: 0.5636 (0.5623)  loss_giou_dn_1: 0.4493 (0.4541)  loss_giou_dn_2: 0.4243 (0.4227)  loss_giou_dn_3: 0.4143 (0.4143)  loss_giou_dn_4: 0.4124 (0.4121)  loss_giou_dn_5: 0.4126 (0.4123)  loss_vfl: 0.6088 (0.6541)  loss_vfl_aux_0: 0.7275 (0.7544)  loss_vfl_aux_1: 0.6844 (0.7095)  loss_vfl_aux_2: 0.6283 (0.6835)  loss_vfl_aux_3: 0.6132 (0.6662)  loss_vfl_aux_4: 0.6071 (0.6582)  loss_vfl_aux_5: 0.7095 (0.7424)  loss_vfl_dn_0: 0.4469 (0.4455)  loss_vfl_dn_1: 0.3799 (0.3800)  loss_vfl_dn_2: 0.3685 (0.3640)  loss_vfl_dn_3: 0.3598 (0.3569)  loss_vfl_dn_4: 0.3555 (0.3544)  loss_vfl_dn_5: 0.3550 (0.3536)  time: 0.4814  data: 0.0141  max mem: 5654
Epoch: [60]  [4500/7393]  eta: 0:23:45  lr: 0.000010  loss: 15.5810 (15.3536)  loss_bbox: 0.1426 (0.1486)  loss_bbox_aux_0: 0.1496 (0.1604)  loss_bbox_aux_1: 0.1452 (0.1533)  loss_bbox_aux_2: 0.1439 (0.1504)  loss_bbox_aux_3: 0.1413 (0.1491)  loss_bbox_aux_4: 0.1426 (0.1486)  loss_bbox_aux_5: 0.1862 (0.1957)  loss_bbox_dn_0: 0.2500 (0.2554)  loss_bbox_dn_1: 0.1797 (0.1860)  loss_bbox_dn_2: 0.1585 (0.1656)  loss_bbox_dn_3: 0.1514 (0.1598)  loss_bbox_dn_4: 0.1504 (0.1584)  loss_bbox_dn_5: 0.1503 (0.1584)  loss_giou: 0.4352 (0.4629)  loss_giou_aux_0: 0.4649 (0.4848)  loss_giou_aux_1: 0.4381 (0.4718)  loss_giou_aux_2: 0.4427 (0.4667)  loss_giou_aux_3: 0.4369 (0.4644)  loss_giou_aux_4: 0.4332 (0.4630)  loss_giou_aux_5: 0.5100 (0.5471)  loss_giou_dn_0: 0.5570 (0.5627)  loss_giou_dn_1: 0.4474 (0.4545)  loss_giou_dn_2: 0.4209 (0.4231)  loss_giou_dn_3: 0.4070 (0.4147)  loss_giou_dn_4: 0.4040 (0.4126)  loss_giou_dn_5: 0.4040 (0.4128)  loss_vfl: 0.6479 (0.6540)  loss_vfl_aux_0: 0.7303 (0.7543)  loss_vfl_aux_1: 0.6851 (0.7097)  loss_vfl_aux_2: 0.6523 (0.6834)  loss_vfl_aux_3: 0.6591 (0.6661)  loss_vfl_aux_4: 0.6433 (0.6581)  loss_vfl_aux_5: 0.7289 (0.7423)  loss_vfl_dn_0: 0.4402 (0.4456)  loss_vfl_dn_1: 0.3736 (0.3801)  loss_vfl_dn_2: 0.3584 (0.3641)  loss_vfl_dn_3: 0.3539 (0.3570)  loss_vfl_dn_4: 0.3528 (0.3545)  loss_vfl_dn_5: 0.3517 (0.3538)  time: 0.4849  data: 0.0137  max mem: 5654
Epoch: [60]  [4600/7393]  eta: 0:22:54  lr: 0.000010  loss: 15.2678 (15.3537)  loss_bbox: 0.1494 (0.1485)  loss_bbox_aux_0: 0.1535 (0.1603)  loss_bbox_aux_1: 0.1473 (0.1532)  loss_bbox_aux_2: 0.1508 (0.1504)  loss_bbox_aux_3: 0.1521 (0.1491)  loss_bbox_aux_4: 0.1494 (0.1485)  loss_bbox_aux_5: 0.1836 (0.1955)  loss_bbox_dn_0: 0.2333 (0.2552)  loss_bbox_dn_1: 0.1694 (0.1859)  loss_bbox_dn_2: 0.1480 (0.1655)  loss_bbox_dn_3: 0.1372 (0.1597)  loss_bbox_dn_4: 0.1351 (0.1583)  loss_bbox_dn_5: 0.1351 (0.1583)  loss_giou: 0.4474 (0.4630)  loss_giou_aux_0: 0.4524 (0.4849)  loss_giou_aux_1: 0.4495 (0.4719)  loss_giou_aux_2: 0.4608 (0.4669)  loss_giou_aux_3: 0.4552 (0.4645)  loss_giou_aux_4: 0.4379 (0.4631)  loss_giou_aux_5: 0.5041 (0.5472)  loss_giou_dn_0: 0.5649 (0.5628)  loss_giou_dn_1: 0.4611 (0.4546)  loss_giou_dn_2: 0.4284 (0.4232)  loss_giou_dn_3: 0.4171 (0.4148)  loss_giou_dn_4: 0.4143 (0.4126)  loss_giou_dn_5: 0.4144 (0.4128)  loss_vfl: 0.6318 (0.6540)  loss_vfl_aux_0: 0.7409 (0.7544)  loss_vfl_aux_1: 0.6977 (0.7098)  loss_vfl_aux_2: 0.6493 (0.6832)  loss_vfl_aux_3: 0.6344 (0.6661)  loss_vfl_aux_4: 0.6345 (0.6581)  loss_vfl_aux_5: 0.7117 (0.7424)  loss_vfl_dn_0: 0.4414 (0.4455)  loss_vfl_dn_1: 0.3798 (0.3801)  loss_vfl_dn_2: 0.3658 (0.3641)  loss_vfl_dn_3: 0.3606 (0.3570)  loss_vfl_dn_4: 0.3595 (0.3545)  loss_vfl_dn_5: 0.3592 (0.3538)  time: 0.4751  data: 0.0140  max mem: 5654
Epoch: [60]  [4700/7393]  eta: 0:22:05  lr: 0.000010  loss: 14.7689 (15.3529)  loss_bbox: 0.1328 (0.1485)  loss_bbox_aux_0: 0.1511 (0.1603)  loss_bbox_aux_1: 0.1499 (0.1532)  loss_bbox_aux_2: 0.1342 (0.1504)  loss_bbox_aux_3: 0.1286 (0.1491)  loss_bbox_aux_4: 0.1349 (0.1485)  loss_bbox_aux_5: 0.1922 (0.1956)  loss_bbox_dn_0: 0.2575 (0.2553)  loss_bbox_dn_1: 0.1726 (0.1860)  loss_bbox_dn_2: 0.1567 (0.1655)  loss_bbox_dn_3: 0.1530 (0.1597)  loss_bbox_dn_4: 0.1532 (0.1584)  loss_bbox_dn_5: 0.1532 (0.1584)  loss_giou: 0.4072 (0.4627)  loss_giou_aux_0: 0.4288 (0.4847)  loss_giou_aux_1: 0.4261 (0.4717)  loss_giou_aux_2: 0.4116 (0.4667)  loss_giou_aux_3: 0.4065 (0.4643)  loss_giou_aux_4: 0.4053 (0.4629)  loss_giou_aux_5: 0.5092 (0.5470)  loss_giou_dn_0: 0.5220 (0.5626)  loss_giou_dn_1: 0.4069 (0.4545)  loss_giou_dn_2: 0.3765 (0.4231)  loss_giou_dn_3: 0.3724 (0.4146)  loss_giou_dn_4: 0.3730 (0.4125)  loss_giou_dn_5: 0.3732 (0.4127)  loss_vfl: 0.6410 (0.6541)  loss_vfl_aux_0: 0.7443 (0.7547)  loss_vfl_aux_1: 0.6932 (0.7099)  loss_vfl_aux_2: 0.6854 (0.6832)  loss_vfl_aux_3: 0.6473 (0.6662)  loss_vfl_aux_4: 0.6430 (0.6582)  loss_vfl_aux_5: 0.6904 (0.7426)  loss_vfl_dn_0: 0.4404 (0.4456)  loss_vfl_dn_1: 0.3714 (0.3801)  loss_vfl_dn_2: 0.3554 (0.3641)  loss_vfl_dn_3: 0.3457 (0.3570)  loss_vfl_dn_4: 0.3445 (0.3545)  loss_vfl_dn_5: 0.3457 (0.3538)  time: 0.4769  data: 0.0135  max mem: 5654
Epoch: [60]  [4800/7393]  eta: 0:21:15  lr: 0.000010  loss: 15.6042 (15.3534)  loss_bbox: 0.1368 (0.1485)  loss_bbox_aux_0: 0.1542 (0.1604)  loss_bbox_aux_1: 0.1514 (0.1533)  loss_bbox_aux_2: 0.1383 (0.1505)  loss_bbox_aux_3: 0.1388 (0.1491)  loss_bbox_aux_4: 0.1347 (0.1485)  loss_bbox_aux_5: 0.1947 (0.1956)  loss_bbox_dn_0: 0.2353 (0.2553)  loss_bbox_dn_1: 0.1627 (0.1859)  loss_bbox_dn_2: 0.1510 (0.1655)  loss_bbox_dn_3: 0.1471 (0.1597)  loss_bbox_dn_4: 0.1488 (0.1584)  loss_bbox_dn_5: 0.1489 (0.1584)  loss_giou: 0.4735 (0.4628)  loss_giou_aux_0: 0.4991 (0.4849)  loss_giou_aux_1: 0.4970 (0.4718)  loss_giou_aux_2: 0.4784 (0.4668)  loss_giou_aux_3: 0.4861 (0.4644)  loss_giou_aux_4: 0.4837 (0.4630)  loss_giou_aux_5: 0.5576 (0.5472)  loss_giou_dn_0: 0.5451 (0.5626)  loss_giou_dn_1: 0.4455 (0.4545)  loss_giou_dn_2: 0.4242 (0.4231)  loss_giou_dn_3: 0.4212 (0.4147)  loss_giou_dn_4: 0.4220 (0.4126)  loss_giou_dn_5: 0.4227 (0.4128)  loss_vfl: 0.6609 (0.6541)  loss_vfl_aux_0: 0.7439 (0.7544)  loss_vfl_aux_1: 0.6930 (0.7098)  loss_vfl_aux_2: 0.6798 (0.6831)  loss_vfl_aux_3: 0.6646 (0.6661)  loss_vfl_aux_4: 0.6587 (0.6582)  loss_vfl_aux_5: 0.7452 (0.7425)  loss_vfl_dn_0: 0.4479 (0.4455)  loss_vfl_dn_1: 0.3785 (0.3801)  loss_vfl_dn_2: 0.3630 (0.3641)  loss_vfl_dn_3: 0.3561 (0.3570)  loss_vfl_dn_4: 0.3520 (0.3545)  loss_vfl_dn_5: 0.3538 (0.3538)  time: 0.4866  data: 0.0137  max mem: 5654
Epoch: [60]  [4900/7393]  eta: 0:20:26  lr: 0.000010  loss: 15.8452 (15.3557)  loss_bbox: 0.1407 (0.1486)  loss_bbox_aux_0: 0.1517 (0.1604)  loss_bbox_aux_1: 0.1487 (0.1533)  loss_bbox_aux_2: 0.1439 (0.1505)  loss_bbox_aux_3: 0.1408 (0.1491)  loss_bbox_aux_4: 0.1401 (0.1485)  loss_bbox_aux_5: 0.1864 (0.1958)  loss_bbox_dn_0: 0.2459 (0.2555)  loss_bbox_dn_1: 0.1731 (0.1861)  loss_bbox_dn_2: 0.1551 (0.1656)  loss_bbox_dn_3: 0.1471 (0.1598)  loss_bbox_dn_4: 0.1473 (0.1585)  loss_bbox_dn_5: 0.1474 (0.1585)  loss_giou: 0.4712 (0.4627)  loss_giou_aux_0: 0.4927 (0.4848)  loss_giou_aux_1: 0.4926 (0.4717)  loss_giou_aux_2: 0.4895 (0.4667)  loss_giou_aux_3: 0.4813 (0.4643)  loss_giou_aux_4: 0.4713 (0.4628)  loss_giou_aux_5: 0.5666 (0.5472)  loss_giou_dn_0: 0.5670 (0.5627)  loss_giou_dn_1: 0.4577 (0.4545)  loss_giou_dn_2: 0.4331 (0.4231)  loss_giou_dn_3: 0.4215 (0.4147)  loss_giou_dn_4: 0.4185 (0.4125)  loss_giou_dn_5: 0.4186 (0.4127)  loss_vfl: 0.6695 (0.6544)  loss_vfl_aux_0: 0.7508 (0.7549)  loss_vfl_aux_1: 0.7057 (0.7101)  loss_vfl_aux_2: 0.7001 (0.6834)  loss_vfl_aux_3: 0.6713 (0.6664)  loss_vfl_aux_4: 0.6790 (0.6585)  loss_vfl_aux_5: 0.7211 (0.7428)  loss_vfl_dn_0: 0.4396 (0.4454)  loss_vfl_dn_1: 0.3783 (0.3800)  loss_vfl_dn_2: 0.3563 (0.3640)  loss_vfl_dn_3: 0.3502 (0.3569)  loss_vfl_dn_4: 0.3470 (0.3544)  loss_vfl_dn_5: 0.3466 (0.3537)  time: 0.4826  data: 0.0141  max mem: 5654
Epoch: [60]  [5000/7393]  eta: 0:19:36  lr: 0.000010  loss: 15.5884 (15.3572)  loss_bbox: 0.1531 (0.1486)  loss_bbox_aux_0: 0.1693 (0.1605)  loss_bbox_aux_1: 0.1565 (0.1534)  loss_bbox_aux_2: 0.1547 (0.1506)  loss_bbox_aux_3: 0.1585 (0.1492)  loss_bbox_aux_4: 0.1569 (0.1486)  loss_bbox_aux_5: 0.1953 (0.1959)  loss_bbox_dn_0: 0.2356 (0.2557)  loss_bbox_dn_1: 0.1683 (0.1862)  loss_bbox_dn_2: 0.1566 (0.1658)  loss_bbox_dn_3: 0.1537 (0.1600)  loss_bbox_dn_4: 0.1523 (0.1586)  loss_bbox_dn_5: 0.1523 (0.1586)  loss_giou: 0.4394 (0.4628)  loss_giou_aux_0: 0.4751 (0.4849)  loss_giou_aux_1: 0.4620 (0.4718)  loss_giou_aux_2: 0.4515 (0.4669)  loss_giou_aux_3: 0.4505 (0.4644)  loss_giou_aux_4: 0.4484 (0.4630)  loss_giou_aux_5: 0.5362 (0.5473)  loss_giou_dn_0: 0.5555 (0.5627)  loss_giou_dn_1: 0.4483 (0.4545)  loss_giou_dn_2: 0.4173 (0.4231)  loss_giou_dn_3: 0.4096 (0.4147)  loss_giou_dn_4: 0.4083 (0.4126)  loss_giou_dn_5: 0.4086 (0.4128)  loss_vfl: 0.6307 (0.6543)  loss_vfl_aux_0: 0.7362 (0.7548)  loss_vfl_aux_1: 0.6811 (0.7099)  loss_vfl_aux_2: 0.6499 (0.6832)  loss_vfl_aux_3: 0.6300 (0.6663)  loss_vfl_aux_4: 0.6187 (0.6584)  loss_vfl_aux_5: 0.7237 (0.7428)  loss_vfl_dn_0: 0.4398 (0.4454)  loss_vfl_dn_1: 0.3779 (0.3800)  loss_vfl_dn_2: 0.3624 (0.3640)  loss_vfl_dn_3: 0.3568 (0.3569)  loss_vfl_dn_4: 0.3526 (0.3544)  loss_vfl_dn_5: 0.3525 (0.3537)  time: 0.4839  data: 0.0146  max mem: 5654
Epoch: [60]  [5100/7393]  eta: 0:18:49  lr: 0.000010  loss: 14.8851 (15.3587)  loss_bbox: 0.1519 (0.1486)  loss_bbox_aux_0: 0.1675 (0.1605)  loss_bbox_aux_1: 0.1575 (0.1533)  loss_bbox_aux_2: 0.1522 (0.1506)  loss_bbox_aux_3: 0.1500 (0.1491)  loss_bbox_aux_4: 0.1506 (0.1485)  loss_bbox_aux_5: 0.1965 (0.1958)  loss_bbox_dn_0: 0.2874 (0.2558)  loss_bbox_dn_1: 0.2166 (0.1863)  loss_bbox_dn_2: 0.1943 (0.1658)  loss_bbox_dn_3: 0.1897 (0.1600)  loss_bbox_dn_4: 0.1885 (0.1587)  loss_bbox_dn_5: 0.1885 (0.1587)  loss_giou: 0.4162 (0.4627)  loss_giou_aux_0: 0.4253 (0.4848)  loss_giou_aux_1: 0.4289 (0.4717)  loss_giou_aux_2: 0.4207 (0.4668)  loss_giou_aux_3: 0.4140 (0.4643)  loss_giou_aux_4: 0.4178 (0.4628)  loss_giou_aux_5: 0.4917 (0.5472)  loss_giou_dn_0: 0.5233 (0.5627)  loss_giou_dn_1: 0.4180 (0.4545)  loss_giou_dn_2: 0.3954 (0.4231)  loss_giou_dn_3: 0.3844 (0.4147)  loss_giou_dn_4: 0.3803 (0.4126)  loss_giou_dn_5: 0.3803 (0.4128)  loss_vfl: 0.6687 (0.6547)  loss_vfl_aux_0: 0.7479 (0.7551)  loss_vfl_aux_1: 0.7174 (0.7102)  loss_vfl_aux_2: 0.7019 (0.6834)  loss_vfl_aux_3: 0.6806 (0.6667)  loss_vfl_aux_4: 0.6680 (0.6587)  loss_vfl_aux_5: 0.7633 (0.7432)  loss_vfl_dn_0: 0.4423 (0.4455)  loss_vfl_dn_1: 0.3763 (0.3800)  loss_vfl_dn_2: 0.3585 (0.3640)  loss_vfl_dn_3: 0.3492 (0.3569)  loss_vfl_dn_4: 0.3462 (0.3544)  loss_vfl_dn_5: 0.3443 (0.3537)  time: 0.4908  data: 0.0142  max mem: 5654
Epoch: [60]  [5200/7393]  eta: 0:18:00  lr: 0.000010  loss: 15.0781 (15.3555)  loss_bbox: 0.1513 (0.1485)  loss_bbox_aux_0: 0.1584 (0.1604)  loss_bbox_aux_1: 0.1503 (0.1533)  loss_bbox_aux_2: 0.1525 (0.1506)  loss_bbox_aux_3: 0.1504 (0.1491)  loss_bbox_aux_4: 0.1483 (0.1485)  loss_bbox_aux_5: 0.1929 (0.1957)  loss_bbox_dn_0: 0.2356 (0.2556)  loss_bbox_dn_1: 0.1616 (0.1862)  loss_bbox_dn_2: 0.1454 (0.1657)  loss_bbox_dn_3: 0.1396 (0.1599)  loss_bbox_dn_4: 0.1401 (0.1586)  loss_bbox_dn_5: 0.1401 (0.1586)  loss_giou: 0.4449 (0.4628)  loss_giou_aux_0: 0.4687 (0.4849)  loss_giou_aux_1: 0.4662 (0.4719)  loss_giou_aux_2: 0.4616 (0.4669)  loss_giou_aux_3: 0.4600 (0.4644)  loss_giou_aux_4: 0.4506 (0.4629)  loss_giou_aux_5: 0.5353 (0.5473)  loss_giou_dn_0: 0.5617 (0.5627)  loss_giou_dn_1: 0.4588 (0.4545)  loss_giou_dn_2: 0.4182 (0.4231)  loss_giou_dn_3: 0.4103 (0.4147)  loss_giou_dn_4: 0.4090 (0.4125)  loss_giou_dn_5: 0.4089 (0.4127)  loss_vfl: 0.6203 (0.6544)  loss_vfl_aux_0: 0.7028 (0.7546)  loss_vfl_aux_1: 0.6881 (0.7097)  loss_vfl_aux_2: 0.6617 (0.6831)  loss_vfl_aux_3: 0.6435 (0.6664)  loss_vfl_aux_4: 0.6402 (0.6584)  loss_vfl_aux_5: 0.7149 (0.7428)  loss_vfl_dn_0: 0.4472 (0.4454)  loss_vfl_dn_1: 0.3840 (0.3800)  loss_vfl_dn_2: 0.3692 (0.3640)  loss_vfl_dn_3: 0.3620 (0.3569)  loss_vfl_dn_4: 0.3590 (0.3544)  loss_vfl_dn_5: 0.3583 (0.3537)  time: 0.4839  data: 0.0139  max mem: 5654
Epoch: [60]  [5300/7393]  eta: 0:17:10  lr: 0.000010  loss: 15.1854 (15.3538)  loss_bbox: 0.1490 (0.1485)  loss_bbox_aux_0: 0.1680 (0.1604)  loss_bbox_aux_1: 0.1496 (0.1533)  loss_bbox_aux_2: 0.1477 (0.1505)  loss_bbox_aux_3: 0.1494 (0.1490)  loss_bbox_aux_4: 0.1487 (0.1484)  loss_bbox_aux_5: 0.1954 (0.1956)  loss_bbox_dn_0: 0.2137 (0.2554)  loss_bbox_dn_1: 0.1565 (0.1860)  loss_bbox_dn_2: 0.1418 (0.1656)  loss_bbox_dn_3: 0.1364 (0.1598)  loss_bbox_dn_4: 0.1356 (0.1584)  loss_bbox_dn_5: 0.1356 (0.1585)  loss_giou: 0.4408 (0.4627)  loss_giou_aux_0: 0.4873 (0.4848)  loss_giou_aux_1: 0.4546 (0.4718)  loss_giou_aux_2: 0.4538 (0.4668)  loss_giou_aux_3: 0.4444 (0.4643)  loss_giou_aux_4: 0.4466 (0.4629)  loss_giou_aux_5: 0.5473 (0.5473)  loss_giou_dn_0: 0.5561 (0.5626)  loss_giou_dn_1: 0.4538 (0.4544)  loss_giou_dn_2: 0.4242 (0.4230)  loss_giou_dn_3: 0.4170 (0.4147)  loss_giou_dn_4: 0.4163 (0.4125)  loss_giou_dn_5: 0.4164 (0.4127)  loss_vfl: 0.6248 (0.6544)  loss_vfl_aux_0: 0.6961 (0.7546)  loss_vfl_aux_1: 0.6622 (0.7096)  loss_vfl_aux_2: 0.6428 (0.6831)  loss_vfl_aux_3: 0.6295 (0.6664)  loss_vfl_aux_4: 0.6158 (0.6584)  loss_vfl_aux_5: 0.7183 (0.7428)  loss_vfl_dn_0: 0.4372 (0.4454)  loss_vfl_dn_1: 0.3792 (0.3800)  loss_vfl_dn_2: 0.3642 (0.3640)  loss_vfl_dn_3: 0.3550 (0.3569)  loss_vfl_dn_4: 0.3508 (0.3544)  loss_vfl_dn_5: 0.3514 (0.3537)  time: 0.4826  data: 0.0145  max mem: 5654
Epoch: [60]  [5400/7393]  eta: 0:16:21  lr: 0.000010  loss: 15.3235 (15.3539)  loss_bbox: 0.1483 (0.1485)  loss_bbox_aux_0: 0.1554 (0.1604)  loss_bbox_aux_1: 0.1444 (0.1533)  loss_bbox_aux_2: 0.1410 (0.1505)  loss_bbox_aux_3: 0.1369 (0.1490)  loss_bbox_aux_4: 0.1429 (0.1484)  loss_bbox_aux_5: 0.1968 (0.1957)  loss_bbox_dn_0: 0.2411 (0.2553)  loss_bbox_dn_1: 0.1788 (0.1859)  loss_bbox_dn_2: 0.1618 (0.1655)  loss_bbox_dn_3: 0.1546 (0.1597)  loss_bbox_dn_4: 0.1528 (0.1584)  loss_bbox_dn_5: 0.1528 (0.1584)  loss_giou: 0.4416 (0.4628)  loss_giou_aux_0: 0.4548 (0.4850)  loss_giou_aux_1: 0.4296 (0.4719)  loss_giou_aux_2: 0.4380 (0.4670)  loss_giou_aux_3: 0.4227 (0.4644)  loss_giou_aux_4: 0.4409 (0.4630)  loss_giou_aux_5: 0.5478 (0.5475)  loss_giou_dn_0: 0.5729 (0.5626)  loss_giou_dn_1: 0.4463 (0.4545)  loss_giou_dn_2: 0.4111 (0.4231)  loss_giou_dn_3: 0.4009 (0.4147)  loss_giou_dn_4: 0.4012 (0.4125)  loss_giou_dn_5: 0.4012 (0.4127)  loss_vfl: 0.6521 (0.6544)  loss_vfl_aux_0: 0.7554 (0.7545)  loss_vfl_aux_1: 0.7085 (0.7095)  loss_vfl_aux_2: 0.6787 (0.6830)  loss_vfl_aux_3: 0.6612 (0.6664)  loss_vfl_aux_4: 0.6650 (0.6585)  loss_vfl_aux_5: 0.7202 (0.7426)  loss_vfl_dn_0: 0.4413 (0.4453)  loss_vfl_dn_1: 0.3795 (0.3800)  loss_vfl_dn_2: 0.3686 (0.3640)  loss_vfl_dn_3: 0.3602 (0.3569)  loss_vfl_dn_4: 0.3572 (0.3544)  loss_vfl_dn_5: 0.3566 (0.3537)  time: 0.4910  data: 0.0145  max mem: 5654
Epoch: [60]  [5500/7393]  eta: 0:15:33  lr: 0.000010  loss: 14.9437 (15.3568)  loss_bbox: 0.1460 (0.1485)  loss_bbox_aux_0: 0.1534 (0.1604)  loss_bbox_aux_1: 0.1446 (0.1533)  loss_bbox_aux_2: 0.1478 (0.1505)  loss_bbox_aux_3: 0.1424 (0.1490)  loss_bbox_aux_4: 0.1435 (0.1485)  loss_bbox_aux_5: 0.2023 (0.1956)  loss_bbox_dn_0: 0.2448 (0.2554)  loss_bbox_dn_1: 0.1835 (0.1860)  loss_bbox_dn_2: 0.1663 (0.1656)  loss_bbox_dn_3: 0.1586 (0.1598)  loss_bbox_dn_4: 0.1568 (0.1585)  loss_bbox_dn_5: 0.1568 (0.1585)  loss_giou: 0.4127 (0.4629)  loss_giou_aux_0: 0.4451 (0.4851)  loss_giou_aux_1: 0.4344 (0.4720)  loss_giou_aux_2: 0.4377 (0.4670)  loss_giou_aux_3: 0.4330 (0.4645)  loss_giou_aux_4: 0.4158 (0.4631)  loss_giou_aux_5: 0.5015 (0.5475)  loss_giou_dn_0: 0.5381 (0.5627)  loss_giou_dn_1: 0.4262 (0.4546)  loss_giou_dn_2: 0.3955 (0.4232)  loss_giou_dn_3: 0.3908 (0.4148)  loss_giou_dn_4: 0.3893 (0.4127)  loss_giou_dn_5: 0.3895 (0.4129)  loss_vfl: 0.6659 (0.6546)  loss_vfl_aux_0: 0.7616 (0.7546)  loss_vfl_aux_1: 0.7212 (0.7096)  loss_vfl_aux_2: 0.6895 (0.6831)  loss_vfl_aux_3: 0.6746 (0.6665)  loss_vfl_aux_4: 0.6649 (0.6586)  loss_vfl_aux_5: 0.7553 (0.7428)  loss_vfl_dn_0: 0.4508 (0.4454)  loss_vfl_dn_1: 0.3855 (0.3801)  loss_vfl_dn_2: 0.3647 (0.3641)  loss_vfl_dn_3: 0.3567 (0.3570)  loss_vfl_dn_4: 0.3546 (0.3545)  loss_vfl_dn_5: 0.3543 (0.3538)  time: 0.4967  data: 0.0139  max mem: 5654
Epoch: [60]  [5600/7393]  eta: 0:14:43  lr: 0.000010  loss: 15.6473 (15.3568)  loss_bbox: 0.1432 (0.1484)  loss_bbox_aux_0: 0.1554 (0.1604)  loss_bbox_aux_1: 0.1448 (0.1532)  loss_bbox_aux_2: 0.1433 (0.1505)  loss_bbox_aux_3: 0.1444 (0.1489)  loss_bbox_aux_4: 0.1400 (0.1484)  loss_bbox_aux_5: 0.1817 (0.1956)  loss_bbox_dn_0: 0.2441 (0.2553)  loss_bbox_dn_1: 0.1579 (0.1859)  loss_bbox_dn_2: 0.1359 (0.1656)  loss_bbox_dn_3: 0.1289 (0.1598)  loss_bbox_dn_4: 0.1264 (0.1584)  loss_bbox_dn_5: 0.1265 (0.1584)  loss_giou: 0.4258 (0.4630)  loss_giou_aux_0: 0.4413 (0.4851)  loss_giou_aux_1: 0.4248 (0.4720)  loss_giou_aux_2: 0.4298 (0.4671)  loss_giou_aux_3: 0.4293 (0.4645)  loss_giou_aux_4: 0.4274 (0.4631)  loss_giou_aux_5: 0.5090 (0.5475)  loss_giou_dn_0: 0.5466 (0.5627)  loss_giou_dn_1: 0.4344 (0.4546)  loss_giou_dn_2: 0.4048 (0.4232)  loss_giou_dn_3: 0.3965 (0.4148)  loss_giou_dn_4: 0.3961 (0.4127)  loss_giou_dn_5: 0.3965 (0.4129)  loss_vfl: 0.6678 (0.6546)  loss_vfl_aux_0: 0.7631 (0.7546)  loss_vfl_aux_1: 0.7248 (0.7097)  loss_vfl_aux_2: 0.6950 (0.6831)  loss_vfl_aux_3: 0.6912 (0.6667)  loss_vfl_aux_4: 0.6722 (0.6586)  loss_vfl_aux_5: 0.7625 (0.7428)  loss_vfl_dn_0: 0.4460 (0.4454)  loss_vfl_dn_1: 0.3841 (0.3800)  loss_vfl_dn_2: 0.3699 (0.3640)  loss_vfl_dn_3: 0.3629 (0.3570)  loss_vfl_dn_4: 0.3566 (0.3545)  loss_vfl_dn_5: 0.3565 (0.3538)  time: 0.4783  data: 0.0137  max mem: 5654
Epoch: [60]  [5700/7393]  eta: 0:13:54  lr: 0.000010  loss: 16.0499 (15.3582)  loss_bbox: 0.1427 (0.1484)  loss_bbox_aux_0: 0.1528 (0.1604)  loss_bbox_aux_1: 0.1454 (0.1532)  loss_bbox_aux_2: 0.1397 (0.1505)  loss_bbox_aux_3: 0.1399 (0.1489)  loss_bbox_aux_4: 0.1427 (0.1484)  loss_bbox_aux_5: 0.1750 (0.1955)  loss_bbox_dn_0: 0.2354 (0.2553)  loss_bbox_dn_1: 0.1774 (0.1859)  loss_bbox_dn_2: 0.1622 (0.1656)  loss_bbox_dn_3: 0.1564 (0.1598)  loss_bbox_dn_4: 0.1567 (0.1584)  loss_bbox_dn_5: 0.1567 (0.1584)  loss_giou: 0.4792 (0.4629)  loss_giou_aux_0: 0.4907 (0.4850)  loss_giou_aux_1: 0.4825 (0.4719)  loss_giou_aux_2: 0.4857 (0.4670)  loss_giou_aux_3: 0.4846 (0.4644)  loss_giou_aux_4: 0.4855 (0.4630)  loss_giou_aux_5: 0.5546 (0.5475)  loss_giou_dn_0: 0.5832 (0.5627)  loss_giou_dn_1: 0.4645 (0.4546)  loss_giou_dn_2: 0.4382 (0.4232)  loss_giou_dn_3: 0.4329 (0.4148)  loss_giou_dn_4: 0.4325 (0.4127)  loss_giou_dn_5: 0.4325 (0.4128)  loss_vfl: 0.6835 (0.6550)  loss_vfl_aux_0: 0.7680 (0.7549)  loss_vfl_aux_1: 0.7186 (0.7100)  loss_vfl_aux_2: 0.6860 (0.6834)  loss_vfl_aux_3: 0.6955 (0.6670)  loss_vfl_aux_4: 0.6901 (0.6589)  loss_vfl_aux_5: 0.7460 (0.7432)  loss_vfl_dn_0: 0.4522 (0.4455)  loss_vfl_dn_1: 0.3882 (0.3800)  loss_vfl_dn_2: 0.3717 (0.3640)  loss_vfl_dn_3: 0.3675 (0.3570)  loss_vfl_dn_4: 0.3634 (0.3544)  loss_vfl_dn_5: 0.3613 (0.3537)  time: 0.4836  data: 0.0136  max mem: 5654
Epoch: [60]  [5800/7393]  eta: 0:13:04  lr: 0.000010  loss: 14.8009 (15.3551)  loss_bbox: 0.1285 (0.1484)  loss_bbox_aux_0: 0.1495 (0.1603)  loss_bbox_aux_1: 0.1396 (0.1532)  loss_bbox_aux_2: 0.1363 (0.1504)  loss_bbox_aux_3: 0.1279 (0.1489)  loss_bbox_aux_4: 0.1263 (0.1483)  loss_bbox_aux_5: 0.1762 (0.1955)  loss_bbox_dn_0: 0.2265 (0.2551)  loss_bbox_dn_1: 0.1563 (0.1858)  loss_bbox_dn_2: 0.1490 (0.1654)  loss_bbox_dn_3: 0.1439 (0.1596)  loss_bbox_dn_4: 0.1434 (0.1583)  loss_bbox_dn_5: 0.1434 (0.1583)  loss_giou: 0.4599 (0.4628)  loss_giou_aux_0: 0.4959 (0.4850)  loss_giou_aux_1: 0.4815 (0.4719)  loss_giou_aux_2: 0.4719 (0.4669)  loss_giou_aux_3: 0.4701 (0.4644)  loss_giou_aux_4: 0.4708 (0.4630)  loss_giou_aux_5: 0.5526 (0.5473)  loss_giou_dn_0: 0.5622 (0.5626)  loss_giou_dn_1: 0.4496 (0.4545)  loss_giou_dn_2: 0.4151 (0.4231)  loss_giou_dn_3: 0.4037 (0.4147)  loss_giou_dn_4: 0.4018 (0.4126)  loss_giou_dn_5: 0.4018 (0.4128)  loss_vfl: 0.6307 (0.6548)  loss_vfl_aux_0: 0.7149 (0.7548)  loss_vfl_aux_1: 0.6694 (0.7098)  loss_vfl_aux_2: 0.6349 (0.6833)  loss_vfl_aux_3: 0.6514 (0.6669)  loss_vfl_aux_4: 0.6353 (0.6589)  loss_vfl_aux_5: 0.7181 (0.7431)  loss_vfl_dn_0: 0.4424 (0.4454)  loss_vfl_dn_1: 0.3745 (0.3800)  loss_vfl_dn_2: 0.3561 (0.3640)  loss_vfl_dn_3: 0.3527 (0.3570)  loss_vfl_dn_4: 0.3496 (0.3544)  loss_vfl_dn_5: 0.3481 (0.3537)  time: 0.4929  data: 0.0137  max mem: 5654
Epoch: [60]  [5900/7393]  eta: 0:12:16  lr: 0.000010  loss: 15.6819 (15.3536)  loss_bbox: 0.1411 (0.1484)  loss_bbox_aux_0: 0.1440 (0.1603)  loss_bbox_aux_1: 0.1390 (0.1532)  loss_bbox_aux_2: 0.1414 (0.1505)  loss_bbox_aux_3: 0.1387 (0.1489)  loss_bbox_aux_4: 0.1401 (0.1484)  loss_bbox_aux_5: 0.1871 (0.1955)  loss_bbox_dn_0: 0.2473 (0.2552)  loss_bbox_dn_1: 0.1765 (0.1858)  loss_bbox_dn_2: 0.1557 (0.1655)  loss_bbox_dn_3: 0.1473 (0.1597)  loss_bbox_dn_4: 0.1456 (0.1583)  loss_bbox_dn_5: 0.1457 (0.1584)  loss_giou: 0.4844 (0.4628)  loss_giou_aux_0: 0.5031 (0.4849)  loss_giou_aux_1: 0.4845 (0.4719)  loss_giou_aux_2: 0.4879 (0.4669)  loss_giou_aux_3: 0.4854 (0.4643)  loss_giou_aux_4: 0.4837 (0.4629)  loss_giou_aux_5: 0.5258 (0.5473)  loss_giou_dn_0: 0.5437 (0.5625)  loss_giou_dn_1: 0.4559 (0.4544)  loss_giou_dn_2: 0.4263 (0.4231)  loss_giou_dn_3: 0.4125 (0.4147)  loss_giou_dn_4: 0.4122 (0.4125)  loss_giou_dn_5: 0.4124 (0.4127)  loss_vfl: 0.6540 (0.6546)  loss_vfl_aux_0: 0.7239 (0.7546)  loss_vfl_aux_1: 0.7051 (0.7095)  loss_vfl_aux_2: 0.6859 (0.6830)  loss_vfl_aux_3: 0.6715 (0.6667)  loss_vfl_aux_4: 0.6497 (0.6586)  loss_vfl_aux_5: 0.7290 (0.7429)  loss_vfl_dn_0: 0.4398 (0.4454)  loss_vfl_dn_1: 0.3766 (0.3800)  loss_vfl_dn_2: 0.3661 (0.3640)  loss_vfl_dn_3: 0.3582 (0.3569)  loss_vfl_dn_4: 0.3552 (0.3544)  loss_vfl_dn_5: 0.3538 (0.3537)  time: 0.4989  data: 0.0141  max mem: 5654
Epoch: [60]  [6000/7393]  eta: 0:11:27  lr: 0.000010  loss: 15.1341 (15.3559)  loss_bbox: 0.1420 (0.1484)  loss_bbox_aux_0: 0.1628 (0.1604)  loss_bbox_aux_1: 0.1532 (0.1532)  loss_bbox_aux_2: 0.1441 (0.1505)  loss_bbox_aux_3: 0.1460 (0.1489)  loss_bbox_aux_4: 0.1422 (0.1484)  loss_bbox_aux_5: 0.1883 (0.1956)  loss_bbox_dn_0: 0.2547 (0.2552)  loss_bbox_dn_1: 0.1850 (0.1859)  loss_bbox_dn_2: 0.1665 (0.1655)  loss_bbox_dn_3: 0.1554 (0.1597)  loss_bbox_dn_4: 0.1578 (0.1584)  loss_bbox_dn_5: 0.1578 (0.1584)  loss_giou: 0.4533 (0.4629)  loss_giou_aux_0: 0.4602 (0.4851)  loss_giou_aux_1: 0.4452 (0.4720)  loss_giou_aux_2: 0.4502 (0.4671)  loss_giou_aux_3: 0.4414 (0.4645)  loss_giou_aux_4: 0.4403 (0.4631)  loss_giou_aux_5: 0.5318 (0.5475)  loss_giou_dn_0: 0.5382 (0.5626)  loss_giou_dn_1: 0.4157 (0.4545)  loss_giou_dn_2: 0.3864 (0.4232)  loss_giou_dn_3: 0.3767 (0.4147)  loss_giou_dn_4: 0.3754 (0.4126)  loss_giou_dn_5: 0.3754 (0.4128)  loss_vfl: 0.6447 (0.6547)  loss_vfl_aux_0: 0.7408 (0.7545)  loss_vfl_aux_1: 0.6825 (0.7095)  loss_vfl_aux_2: 0.6630 (0.6830)  loss_vfl_aux_3: 0.6615 (0.6668)  loss_vfl_aux_4: 0.6479 (0.6587)  loss_vfl_aux_5: 0.7383 (0.7429)  loss_vfl_dn_0: 0.4464 (0.4455)  loss_vfl_dn_1: 0.3835 (0.3800)  loss_vfl_dn_2: 0.3596 (0.3640)  loss_vfl_dn_3: 0.3505 (0.3570)  loss_vfl_dn_4: 0.3482 (0.3544)  loss_vfl_dn_5: 0.3486 (0.3537)  time: 0.4817  data: 0.0142  max mem: 5654
Epoch: [60]  [6100/7393]  eta: 0:10:37  lr: 0.000010  loss: 15.6521 (15.3598)  loss_bbox: 0.1437 (0.1484)  loss_bbox_aux_0: 0.1591 (0.1603)  loss_bbox_aux_1: 0.1482 (0.1532)  loss_bbox_aux_2: 0.1456 (0.1504)  loss_bbox_aux_3: 0.1420 (0.1489)  loss_bbox_aux_4: 0.1429 (0.1483)  loss_bbox_aux_5: 0.1864 (0.1955)  loss_bbox_dn_0: 0.2435 (0.2551)  loss_bbox_dn_1: 0.1752 (0.1858)  loss_bbox_dn_2: 0.1593 (0.1654)  loss_bbox_dn_3: 0.1512 (0.1597)  loss_bbox_dn_4: 0.1510 (0.1583)  loss_bbox_dn_5: 0.1510 (0.1583)  loss_giou: 0.5064 (0.4632)  loss_giou_aux_0: 0.5302 (0.4854)  loss_giou_aux_1: 0.5180 (0.4723)  loss_giou_aux_2: 0.5189 (0.4673)  loss_giou_aux_3: 0.5080 (0.4647)  loss_giou_aux_4: 0.5066 (0.4633)  loss_giou_aux_5: 0.5999 (0.5477)  loss_giou_dn_0: 0.5866 (0.5628)  loss_giou_dn_1: 0.4875 (0.4547)  loss_giou_dn_2: 0.4557 (0.4234)  loss_giou_dn_3: 0.4478 (0.4149)  loss_giou_dn_4: 0.4473 (0.4128)  loss_giou_dn_5: 0.4473 (0.4130)  loss_vfl: 0.6689 (0.6550)  loss_vfl_aux_0: 0.7577 (0.7545)  loss_vfl_aux_1: 0.7093 (0.7098)  loss_vfl_aux_2: 0.7015 (0.6834)  loss_vfl_aux_3: 0.6831 (0.6670)  loss_vfl_aux_4: 0.6729 (0.6590)  loss_vfl_aux_5: 0.7449 (0.7430)  loss_vfl_dn_0: 0.4450 (0.4455)  loss_vfl_dn_1: 0.3826 (0.3801)  loss_vfl_dn_2: 0.3675 (0.3641)  loss_vfl_dn_3: 0.3601 (0.3570)  loss_vfl_dn_4: 0.3594 (0.3545)  loss_vfl_dn_5: 0.3578 (0.3538)  time: 0.4737  data: 0.0143  max mem: 5654
Epoch: [60]  [6200/7393]  eta: 0:09:48  lr: 0.000010  loss: 15.5384 (15.3606)  loss_bbox: 0.1365 (0.1483)  loss_bbox_aux_0: 0.1512 (0.1603)  loss_bbox_aux_1: 0.1405 (0.1531)  loss_bbox_aux_2: 0.1304 (0.1503)  loss_bbox_aux_3: 0.1330 (0.1488)  loss_bbox_aux_4: 0.1341 (0.1483)  loss_bbox_aux_5: 0.1867 (0.1954)  loss_bbox_dn_0: 0.2281 (0.2549)  loss_bbox_dn_1: 0.1662 (0.1857)  loss_bbox_dn_2: 0.1484 (0.1654)  loss_bbox_dn_3: 0.1454 (0.1596)  loss_bbox_dn_4: 0.1448 (0.1582)  loss_bbox_dn_5: 0.1448 (0.1582)  loss_giou: 0.4521 (0.4633)  loss_giou_aux_0: 0.4827 (0.4855)  loss_giou_aux_1: 0.4622 (0.4724)  loss_giou_aux_2: 0.4470 (0.4674)  loss_giou_aux_3: 0.4546 (0.4648)  loss_giou_aux_4: 0.4532 (0.4635)  loss_giou_aux_5: 0.5298 (0.5478)  loss_giou_dn_0: 0.5862 (0.5630)  loss_giou_dn_1: 0.4681 (0.4549)  loss_giou_dn_2: 0.4373 (0.4235)  loss_giou_dn_3: 0.4301 (0.4151)  loss_giou_dn_4: 0.4304 (0.4130)  loss_giou_dn_5: 0.4306 (0.4132)  loss_vfl: 0.6627 (0.6549)  loss_vfl_aux_0: 0.7454 (0.7544)  loss_vfl_aux_1: 0.7050 (0.7098)  loss_vfl_aux_2: 0.6950 (0.6834)  loss_vfl_aux_3: 0.6827 (0.6671)  loss_vfl_aux_4: 0.6730 (0.6590)  loss_vfl_aux_5: 0.7140 (0.7429)  loss_vfl_dn_0: 0.4489 (0.4455)  loss_vfl_dn_1: 0.3865 (0.3801)  loss_vfl_dn_2: 0.3734 (0.3641)  loss_vfl_dn_3: 0.3658 (0.3571)  loss_vfl_dn_4: 0.3611 (0.3545)  loss_vfl_dn_5: 0.3618 (0.3538)  time: 0.4812  data: 0.0139  max mem: 5654
Epoch: [60]  [6300/7393]  eta: 0:08:58  lr: 0.000010  loss: 15.2568 (15.3634)  loss_bbox: 0.1431 (0.1484)  loss_bbox_aux_0: 0.1542 (0.1603)  loss_bbox_aux_1: 0.1472 (0.1531)  loss_bbox_aux_2: 0.1456 (0.1504)  loss_bbox_aux_3: 0.1410 (0.1489)  loss_bbox_aux_4: 0.1416 (0.1484)  loss_bbox_aux_5: 0.1893 (0.1955)  loss_bbox_dn_0: 0.2505 (0.2550)  loss_bbox_dn_1: 0.1679 (0.1857)  loss_bbox_dn_2: 0.1479 (0.1654)  loss_bbox_dn_3: 0.1440 (0.1596)  loss_bbox_dn_4: 0.1442 (0.1583)  loss_bbox_dn_5: 0.1442 (0.1583)  loss_giou: 0.4650 (0.4635)  loss_giou_aux_0: 0.4895 (0.4856)  loss_giou_aux_1: 0.4721 (0.4725)  loss_giou_aux_2: 0.4629 (0.4675)  loss_giou_aux_3: 0.4694 (0.4650)  loss_giou_aux_4: 0.4649 (0.4636)  loss_giou_aux_5: 0.5396 (0.5479)  loss_giou_dn_0: 0.5621 (0.5631)  loss_giou_dn_1: 0.4697 (0.4550)  loss_giou_dn_2: 0.4397 (0.4236)  loss_giou_dn_3: 0.4312 (0.4152)  loss_giou_dn_4: 0.4308 (0.4130)  loss_giou_dn_5: 0.4308 (0.4132)  loss_vfl: 0.6442 (0.6550)  loss_vfl_aux_0: 0.7396 (0.7546)  loss_vfl_aux_1: 0.6828 (0.7099)  loss_vfl_aux_2: 0.6766 (0.6835)  loss_vfl_aux_3: 0.6550 (0.6671)  loss_vfl_aux_4: 0.6431 (0.6590)  loss_vfl_aux_5: 0.7299 (0.7429)  loss_vfl_dn_0: 0.4476 (0.4456)  loss_vfl_dn_1: 0.3830 (0.3802)  loss_vfl_dn_2: 0.3679 (0.3642)  loss_vfl_dn_3: 0.3606 (0.3571)  loss_vfl_dn_4: 0.3568 (0.3546)  loss_vfl_dn_5: 0.3556 (0.3538)  time: 0.4812  data: 0.0146  max mem: 5654
Epoch: [60]  [6400/7393]  eta: 0:08:09  lr: 0.000010  loss: 15.2149 (15.3623)  loss_bbox: 0.1529 (0.1484)  loss_bbox_aux_0: 0.1742 (0.1603)  loss_bbox_aux_1: 0.1607 (0.1531)  loss_bbox_aux_2: 0.1509 (0.1504)  loss_bbox_aux_3: 0.1563 (0.1489)  loss_bbox_aux_4: 0.1519 (0.1484)  loss_bbox_aux_5: 0.1988 (0.1955)  loss_bbox_dn_0: 0.2314 (0.2549)  loss_bbox_dn_1: 0.1784 (0.1856)  loss_bbox_dn_2: 0.1558 (0.1653)  loss_bbox_dn_3: 0.1498 (0.1596)  loss_bbox_dn_4: 0.1503 (0.1582)  loss_bbox_dn_5: 0.1503 (0.1582)  loss_giou: 0.4735 (0.4635)  loss_giou_aux_0: 0.4742 (0.4857)  loss_giou_aux_1: 0.4634 (0.4726)  loss_giou_aux_2: 0.4660 (0.4675)  loss_giou_aux_3: 0.4739 (0.4650)  loss_giou_aux_4: 0.4736 (0.4637)  loss_giou_aux_5: 0.5460 (0.5480)  loss_giou_dn_0: 0.5624 (0.5630)  loss_giou_dn_1: 0.4556 (0.4549)  loss_giou_dn_2: 0.4207 (0.4235)  loss_giou_dn_3: 0.4123 (0.4151)  loss_giou_dn_4: 0.4118 (0.4130)  loss_giou_dn_5: 0.4120 (0.4132)  loss_vfl: 0.6301 (0.6549)  loss_vfl_aux_0: 0.7303 (0.7546)  loss_vfl_aux_1: 0.6773 (0.7098)  loss_vfl_aux_2: 0.6475 (0.6835)  loss_vfl_aux_3: 0.6360 (0.6670)  loss_vfl_aux_4: 0.6440 (0.6590)  loss_vfl_aux_5: 0.7074 (0.7429)  loss_vfl_dn_0: 0.4481 (0.4456)  loss_vfl_dn_1: 0.3843 (0.3801)  loss_vfl_dn_2: 0.3688 (0.3641)  loss_vfl_dn_3: 0.3616 (0.3570)  loss_vfl_dn_4: 0.3594 (0.3545)  loss_vfl_dn_5: 0.3586 (0.3538)  time: 0.4830  data: 0.0139  max mem: 5654
Epoch: [60]  [6500/7393]  eta: 0:07:19  lr: 0.000010  loss: 15.4138 (15.3631)  loss_bbox: 0.1369 (0.1483)  loss_bbox_aux_0: 0.1503 (0.1602)  loss_bbox_aux_1: 0.1423 (0.1531)  loss_bbox_aux_2: 0.1403 (0.1503)  loss_bbox_aux_3: 0.1387 (0.1488)  loss_bbox_aux_4: 0.1344 (0.1483)  loss_bbox_aux_5: 0.1875 (0.1954)  loss_bbox_dn_0: 0.2462 (0.2548)  loss_bbox_dn_1: 0.1858 (0.1856)  loss_bbox_dn_2: 0.1588 (0.1653)  loss_bbox_dn_3: 0.1556 (0.1595)  loss_bbox_dn_4: 0.1536 (0.1581)  loss_bbox_dn_5: 0.1536 (0.1581)  loss_giou: 0.4411 (0.4637)  loss_giou_aux_0: 0.4619 (0.4858)  loss_giou_aux_1: 0.4424 (0.4727)  loss_giou_aux_2: 0.4384 (0.4677)  loss_giou_aux_3: 0.4368 (0.4651)  loss_giou_aux_4: 0.4476 (0.4638)  loss_giou_aux_5: 0.5319 (0.5481)  loss_giou_dn_0: 0.5399 (0.5631)  loss_giou_dn_1: 0.4493 (0.4550)  loss_giou_dn_2: 0.4204 (0.4237)  loss_giou_dn_3: 0.4144 (0.4153)  loss_giou_dn_4: 0.4146 (0.4131)  loss_giou_dn_5: 0.4152 (0.4133)  loss_vfl: 0.6569 (0.6550)  loss_vfl_aux_0: 0.7455 (0.7545)  loss_vfl_aux_1: 0.6988 (0.7097)  loss_vfl_aux_2: 0.6703 (0.6835)  loss_vfl_aux_3: 0.6772 (0.6671)  loss_vfl_aux_4: 0.6561 (0.6591)  loss_vfl_aux_5: 0.7206 (0.7428)  loss_vfl_dn_0: 0.4502 (0.4455)  loss_vfl_dn_1: 0.3845 (0.3801)  loss_vfl_dn_2: 0.3687 (0.3641)  loss_vfl_dn_3: 0.3608 (0.3570)  loss_vfl_dn_4: 0.3575 (0.3545)  loss_vfl_dn_5: 0.3572 (0.3538)  time: 0.4819  data: 0.0141  max mem: 5654
Epoch: [60]  [6600/7393]  eta: 0:06:30  lr: 0.000010  loss: 15.6081 (15.3638)  loss_bbox: 0.1378 (0.1483)  loss_bbox_aux_0: 0.1498 (0.1603)  loss_bbox_aux_1: 0.1490 (0.1531)  loss_bbox_aux_2: 0.1434 (0.1503)  loss_bbox_aux_3: 0.1393 (0.1488)  loss_bbox_aux_4: 0.1389 (0.1483)  loss_bbox_aux_5: 0.1894 (0.1954)  loss_bbox_dn_0: 0.2402 (0.2548)  loss_bbox_dn_1: 0.1814 (0.1856)  loss_bbox_dn_2: 0.1553 (0.1653)  loss_bbox_dn_3: 0.1479 (0.1596)  loss_bbox_dn_4: 0.1474 (0.1582)  loss_bbox_dn_5: 0.1474 (0.1582)  loss_giou: 0.4482 (0.4636)  loss_giou_aux_0: 0.4727 (0.4858)  loss_giou_aux_1: 0.4676 (0.4727)  loss_giou_aux_2: 0.4611 (0.4676)  loss_giou_aux_3: 0.4496 (0.4650)  loss_giou_aux_4: 0.4468 (0.4637)  loss_giou_aux_5: 0.5366 (0.5480)  loss_giou_dn_0: 0.5632 (0.5631)  loss_giou_dn_1: 0.4498 (0.4550)  loss_giou_dn_2: 0.4144 (0.4237)  loss_giou_dn_3: 0.4061 (0.4152)  loss_giou_dn_4: 0.4029 (0.4131)  loss_giou_dn_5: 0.4032 (0.4133)  loss_vfl: 0.6728 (0.6552)  loss_vfl_aux_0: 0.7685 (0.7546)  loss_vfl_aux_1: 0.7241 (0.7097)  loss_vfl_aux_2: 0.6890 (0.6835)  loss_vfl_aux_3: 0.6762 (0.6673)  loss_vfl_aux_4: 0.6615 (0.6592)  loss_vfl_aux_5: 0.7692 (0.7428)  loss_vfl_dn_0: 0.4424 (0.4455)  loss_vfl_dn_1: 0.3753 (0.3801)  loss_vfl_dn_2: 0.3615 (0.3641)  loss_vfl_dn_3: 0.3505 (0.3571)  loss_vfl_dn_4: 0.3473 (0.3545)  loss_vfl_dn_5: 0.3462 (0.3538)  time: 0.4815  data: 0.0145  max mem: 5654
Epoch: [60]  [6700/7393]  eta: 0:05:41  lr: 0.000010  loss: 15.8207 (15.3648)  loss_bbox: 0.1401 (0.1483)  loss_bbox_aux_0: 0.1544 (0.1603)  loss_bbox_aux_1: 0.1462 (0.1531)  loss_bbox_aux_2: 0.1423 (0.1503)  loss_bbox_aux_3: 0.1415 (0.1488)  loss_bbox_aux_4: 0.1406 (0.1483)  loss_bbox_aux_5: 0.1860 (0.1955)  loss_bbox_dn_0: 0.2408 (0.2548)  loss_bbox_dn_1: 0.1730 (0.1856)  loss_bbox_dn_2: 0.1507 (0.1653)  loss_bbox_dn_3: 0.1486 (0.1595)  loss_bbox_dn_4: 0.1459 (0.1582)  loss_bbox_dn_5: 0.1459 (0.1582)  loss_giou: 0.4577 (0.4636)  loss_giou_aux_0: 0.4617 (0.4859)  loss_giou_aux_1: 0.4526 (0.4727)  loss_giou_aux_2: 0.4554 (0.4677)  loss_giou_aux_3: 0.4371 (0.4651)  loss_giou_aux_4: 0.4472 (0.4637)  loss_giou_aux_5: 0.5194 (0.5481)  loss_giou_dn_0: 0.5726 (0.5632)  loss_giou_dn_1: 0.4752 (0.4550)  loss_giou_dn_2: 0.4398 (0.4236)  loss_giou_dn_3: 0.4315 (0.4152)  loss_giou_dn_4: 0.4303 (0.4131)  loss_giou_dn_5: 0.4304 (0.4133)  loss_vfl: 0.6602 (0.6554)  loss_vfl_aux_0: 0.7668 (0.7547)  loss_vfl_aux_1: 0.7230 (0.7098)  loss_vfl_aux_2: 0.6947 (0.6836)  loss_vfl_aux_3: 0.6739 (0.6675)  loss_vfl_aux_4: 0.6744 (0.6594)  loss_vfl_aux_5: 0.7504 (0.7428)  loss_vfl_dn_0: 0.4530 (0.4456)  loss_vfl_dn_1: 0.3840 (0.3801)  loss_vfl_dn_2: 0.3682 (0.3641)  loss_vfl_dn_3: 0.3624 (0.3571)  loss_vfl_dn_4: 0.3604 (0.3546)  loss_vfl_dn_5: 0.3593 (0.3538)  time: 0.4812  data: 0.0147  max mem: 5654
Epoch: [60]  [6800/7393]  eta: 0:04:52  lr: 0.000010  loss: 15.5308 (15.3623)  loss_bbox: 0.1281 (0.1483)  loss_bbox_aux_0: 0.1490 (0.1603)  loss_bbox_aux_1: 0.1334 (0.1531)  loss_bbox_aux_2: 0.1280 (0.1503)  loss_bbox_aux_3: 0.1290 (0.1488)  loss_bbox_aux_4: 0.1284 (0.1483)  loss_bbox_aux_5: 0.1674 (0.1954)  loss_bbox_dn_0: 0.2368 (0.2548)  loss_bbox_dn_1: 0.1668 (0.1856)  loss_bbox_dn_2: 0.1495 (0.1653)  loss_bbox_dn_3: 0.1458 (0.1595)  loss_bbox_dn_4: 0.1427 (0.1581)  loss_bbox_dn_5: 0.1427 (0.1581)  loss_giou: 0.4897 (0.4634)  loss_giou_aux_0: 0.5099 (0.4856)  loss_giou_aux_1: 0.4796 (0.4725)  loss_giou_aux_2: 0.4904 (0.4675)  loss_giou_aux_3: 0.4904 (0.4649)  loss_giou_aux_4: 0.4911 (0.4635)  loss_giou_aux_5: 0.5669 (0.5479)  loss_giou_dn_0: 0.5761 (0.5630)  loss_giou_dn_1: 0.4705 (0.4548)  loss_giou_dn_2: 0.4355 (0.4235)  loss_giou_dn_3: 0.4242 (0.4151)  loss_giou_dn_4: 0.4214 (0.4130)  loss_giou_dn_5: 0.4213 (0.4132)  loss_vfl: 0.6434 (0.6555)  loss_vfl_aux_0: 0.7093 (0.7547)  loss_vfl_aux_1: 0.6968 (0.7099)  loss_vfl_aux_2: 0.6728 (0.6836)  loss_vfl_aux_3: 0.6501 (0.6675)  loss_vfl_aux_4: 0.6488 (0.6595)  loss_vfl_aux_5: 0.7130 (0.7428)  loss_vfl_dn_0: 0.4434 (0.4456)  loss_vfl_dn_1: 0.3874 (0.3801)  loss_vfl_dn_2: 0.3721 (0.3641)  loss_vfl_dn_3: 0.3669 (0.3571)  loss_vfl_dn_4: 0.3629 (0.3546)  loss_vfl_dn_5: 0.3621 (0.3538)  time: 0.4839  data: 0.0137  max mem: 5654
Epoch: [60]  [6900/7393]  eta: 0:04:02  lr: 0.000010  loss: 15.3760 (15.3603)  loss_bbox: 0.1573 (0.1483)  loss_bbox_aux_0: 0.1736 (0.1602)  loss_bbox_aux_1: 0.1630 (0.1530)  loss_bbox_aux_2: 0.1632 (0.1503)  loss_bbox_aux_3: 0.1555 (0.1487)  loss_bbox_aux_4: 0.1509 (0.1482)  loss_bbox_aux_5: 0.2030 (0.1954)  loss_bbox_dn_0: 0.2547 (0.2548)  loss_bbox_dn_1: 0.1944 (0.1856)  loss_bbox_dn_2: 0.1727 (0.1653)  loss_bbox_dn_3: 0.1665 (0.1595)  loss_bbox_dn_4: 0.1655 (0.1581)  loss_bbox_dn_5: 0.1655 (0.1581)  loss_giou: 0.4431 (0.4632)  loss_giou_aux_0: 0.4553 (0.4855)  loss_giou_aux_1: 0.4450 (0.4724)  loss_giou_aux_2: 0.4436 (0.4674)  loss_giou_aux_3: 0.4438 (0.4647)  loss_giou_aux_4: 0.4404 (0.4633)  loss_giou_aux_5: 0.5395 (0.5478)  loss_giou_dn_0: 0.5526 (0.5629)  loss_giou_dn_1: 0.4490 (0.4548)  loss_giou_dn_2: 0.4219 (0.4235)  loss_giou_dn_3: 0.4150 (0.4151)  loss_giou_dn_4: 0.4140 (0.4129)  loss_giou_dn_5: 0.4151 (0.4131)  loss_vfl: 0.6517 (0.6555)  loss_vfl_aux_0: 0.7478 (0.7547)  loss_vfl_aux_1: 0.7120 (0.7099)  loss_vfl_aux_2: 0.6633 (0.6835)  loss_vfl_aux_3: 0.6485 (0.6675)  loss_vfl_aux_4: 0.6540 (0.6595)  loss_vfl_aux_5: 0.7483 (0.7426)  loss_vfl_dn_0: 0.4368 (0.4456)  loss_vfl_dn_1: 0.3748 (0.3801)  loss_vfl_dn_2: 0.3629 (0.3641)  loss_vfl_dn_3: 0.3573 (0.3570)  loss_vfl_dn_4: 0.3549 (0.3545)  loss_vfl_dn_5: 0.3553 (0.3538)  time: 0.4855  data: 0.0140  max mem: 5654
Epoch: [60]  [7000/7393]  eta: 0:03:13  lr: 0.000010  loss: 15.3558 (15.3608)  loss_bbox: 0.1317 (0.1482)  loss_bbox_aux_0: 0.1422 (0.1602)  loss_bbox_aux_1: 0.1551 (0.1530)  loss_bbox_aux_2: 0.1387 (0.1502)  loss_bbox_aux_3: 0.1386 (0.1487)  loss_bbox_aux_4: 0.1397 (0.1482)  loss_bbox_aux_5: 0.1746 (0.1954)  loss_bbox_dn_0: 0.2200 (0.2547)  loss_bbox_dn_1: 0.1530 (0.1855)  loss_bbox_dn_2: 0.1397 (0.1652)  loss_bbox_dn_3: 0.1396 (0.1594)  loss_bbox_dn_4: 0.1423 (0.1580)  loss_bbox_dn_5: 0.1424 (0.1581)  loss_giou: 0.4338 (0.4634)  loss_giou_aux_0: 0.4456 (0.4857)  loss_giou_aux_1: 0.4308 (0.4725)  loss_giou_aux_2: 0.4249 (0.4675)  loss_giou_aux_3: 0.4181 (0.4649)  loss_giou_aux_4: 0.4147 (0.4635)  loss_giou_aux_5: 0.5136 (0.5480)  loss_giou_dn_0: 0.5352 (0.5630)  loss_giou_dn_1: 0.4311 (0.4549)  loss_giou_dn_2: 0.3977 (0.4235)  loss_giou_dn_3: 0.3899 (0.4151)  loss_giou_dn_4: 0.3867 (0.4130)  loss_giou_dn_5: 0.3871 (0.4132)  loss_vfl: 0.6676 (0.6554)  loss_vfl_aux_0: 0.7687 (0.7545)  loss_vfl_aux_1: 0.7107 (0.7098)  loss_vfl_aux_2: 0.6779 (0.6835)  loss_vfl_aux_3: 0.6794 (0.6674)  loss_vfl_aux_4: 0.6652 (0.6594)  loss_vfl_aux_5: 0.7611 (0.7425)  loss_vfl_dn_0: 0.4565 (0.4456)  loss_vfl_dn_1: 0.3895 (0.3801)  loss_vfl_dn_2: 0.3680 (0.3641)  loss_vfl_dn_3: 0.3595 (0.3571)  loss_vfl_dn_4: 0.3603 (0.3545)  loss_vfl_dn_5: 0.3602 (0.3538)  time: 0.4844  data: 0.0143  max mem: 5654
Epoch: [60]  [7100/7393]  eta: 0:02:24  lr: 0.000010  loss: 14.8383 (15.3610)  loss_bbox: 0.1305 (0.1482)  loss_bbox_aux_0: 0.1394 (0.1601)  loss_bbox_aux_1: 0.1287 (0.1530)  loss_bbox_aux_2: 0.1295 (0.1502)  loss_bbox_aux_3: 0.1286 (0.1487)  loss_bbox_aux_4: 0.1315 (0.1482)  loss_bbox_aux_5: 0.1741 (0.1953)  loss_bbox_dn_0: 0.2323 (0.2545)  loss_bbox_dn_1: 0.1706 (0.1854)  loss_bbox_dn_2: 0.1557 (0.1651)  loss_bbox_dn_3: 0.1452 (0.1593)  loss_bbox_dn_4: 0.1449 (0.1580)  loss_bbox_dn_5: 0.1449 (0.1580)  loss_giou: 0.4364 (0.4636)  loss_giou_aux_0: 0.4773 (0.4859)  loss_giou_aux_1: 0.4571 (0.4727)  loss_giou_aux_2: 0.4513 (0.4677)  loss_giou_aux_3: 0.4391 (0.4650)  loss_giou_aux_4: 0.4362 (0.4637)  loss_giou_aux_5: 0.5113 (0.5481)  loss_giou_dn_0: 0.5300 (0.5631)  loss_giou_dn_1: 0.4134 (0.4550)  loss_giou_dn_2: 0.3896 (0.4236)  loss_giou_dn_3: 0.3865 (0.4152)  loss_giou_dn_4: 0.3844 (0.4131)  loss_giou_dn_5: 0.3845 (0.4133)  loss_vfl: 0.6549 (0.6554)  loss_vfl_aux_0: 0.7436 (0.7543)  loss_vfl_aux_1: 0.7056 (0.7096)  loss_vfl_aux_2: 0.6757 (0.6834)  loss_vfl_aux_3: 0.6709 (0.6674)  loss_vfl_aux_4: 0.6498 (0.6593)  loss_vfl_aux_5: 0.7319 (0.7423)  loss_vfl_dn_0: 0.4429 (0.4455)  loss_vfl_dn_1: 0.3786 (0.3801)  loss_vfl_dn_2: 0.3590 (0.3642)  loss_vfl_dn_3: 0.3526 (0.3571)  loss_vfl_dn_4: 0.3508 (0.3546)  loss_vfl_dn_5: 0.3503 (0.3539)  time: 0.4866  data: 0.0142  max mem: 5654
Epoch: [60]  [7200/7393]  eta: 0:01:35  lr: 0.000010  loss: 15.5946 (15.3653)  loss_bbox: 0.1523 (0.1483)  loss_bbox_aux_0: 0.1665 (0.1602)  loss_bbox_aux_1: 0.1662 (0.1531)  loss_bbox_aux_2: 0.1494 (0.1503)  loss_bbox_aux_3: 0.1521 (0.1488)  loss_bbox_aux_4: 0.1549 (0.1483)  loss_bbox_aux_5: 0.2133 (0.1954)  loss_bbox_dn_0: 0.2690 (0.2547)  loss_bbox_dn_1: 0.1941 (0.1855)  loss_bbox_dn_2: 0.1737 (0.1652)  loss_bbox_dn_3: 0.1645 (0.1594)  loss_bbox_dn_4: 0.1607 (0.1581)  loss_bbox_dn_5: 0.1607 (0.1581)  loss_giou: 0.4560 (0.4636)  loss_giou_aux_0: 0.4895 (0.4860)  loss_giou_aux_1: 0.4751 (0.4728)  loss_giou_aux_2: 0.4545 (0.4678)  loss_giou_aux_3: 0.4515 (0.4651)  loss_giou_aux_4: 0.4484 (0.4638)  loss_giou_aux_5: 0.5312 (0.5482)  loss_giou_dn_0: 0.5673 (0.5633)  loss_giou_dn_1: 0.4629 (0.4551)  loss_giou_dn_2: 0.4314 (0.4238)  loss_giou_dn_3: 0.4251 (0.4154)  loss_giou_dn_4: 0.4241 (0.4132)  loss_giou_dn_5: 0.4247 (0.4134)  loss_vfl: 0.6702 (0.6556)  loss_vfl_aux_0: 0.7812 (0.7544)  loss_vfl_aux_1: 0.7448 (0.7098)  loss_vfl_aux_2: 0.7143 (0.6836)  loss_vfl_aux_3: 0.6827 (0.6676)  loss_vfl_aux_4: 0.6766 (0.6595)  loss_vfl_aux_5: 0.7724 (0.7424)  loss_vfl_dn_0: 0.4498 (0.4456)  loss_vfl_dn_1: 0.3893 (0.3802)  loss_vfl_dn_2: 0.3759 (0.3642)  loss_vfl_dn_3: 0.3694 (0.3571)  loss_vfl_dn_4: 0.3656 (0.3546)  loss_vfl_dn_5: 0.3643 (0.3539)  time: 0.4875  data: 0.0140  max mem: 5654
Epoch: [60]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.6298 (15.3677)  loss_bbox: 0.1583 (0.1485)  loss_bbox_aux_0: 0.1719 (0.1604)  loss_bbox_aux_1: 0.1669 (0.1532)  loss_bbox_aux_2: 0.1662 (0.1504)  loss_bbox_aux_3: 0.1668 (0.1489)  loss_bbox_aux_4: 0.1637 (0.1484)  loss_bbox_aux_5: 0.2170 (0.1955)  loss_bbox_dn_0: 0.2652 (0.2549)  loss_bbox_dn_1: 0.1986 (0.1857)  loss_bbox_dn_2: 0.1795 (0.1654)  loss_bbox_dn_3: 0.1698 (0.1596)  loss_bbox_dn_4: 0.1660 (0.1583)  loss_bbox_dn_5: 0.1660 (0.1583)  loss_giou: 0.4566 (0.4636)  loss_giou_aux_0: 0.4747 (0.4859)  loss_giou_aux_1: 0.4571 (0.4728)  loss_giou_aux_2: 0.4475 (0.4677)  loss_giou_aux_3: 0.4540 (0.4650)  loss_giou_aux_4: 0.4541 (0.4637)  loss_giou_aux_5: 0.5413 (0.5481)  loss_giou_dn_0: 0.5567 (0.5633)  loss_giou_dn_1: 0.4462 (0.4551)  loss_giou_dn_2: 0.4144 (0.4238)  loss_giou_dn_3: 0.4111 (0.4154)  loss_giou_dn_4: 0.4099 (0.4133)  loss_giou_dn_5: 0.4099 (0.4135)  loss_vfl: 0.6527 (0.6556)  loss_vfl_aux_0: 0.7798 (0.7544)  loss_vfl_aux_1: 0.7172 (0.7098)  loss_vfl_aux_2: 0.6931 (0.6837)  loss_vfl_aux_3: 0.6763 (0.6676)  loss_vfl_aux_4: 0.6600 (0.6596)  loss_vfl_aux_5: 0.7455 (0.7425)  loss_vfl_dn_0: 0.4500 (0.4455)  loss_vfl_dn_1: 0.3828 (0.3802)  loss_vfl_dn_2: 0.3669 (0.3642)  loss_vfl_dn_3: 0.3604 (0.3572)  loss_vfl_dn_4: 0.3585 (0.3546)  loss_vfl_dn_5: 0.3584 (0.3539)  time: 0.4850  data: 0.0142  max mem: 5654
Epoch: [60]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.5631 (15.3683)  loss_bbox: 0.1289 (0.1484)  loss_bbox_aux_0: 0.1471 (0.1603)  loss_bbox_aux_1: 0.1417 (0.1532)  loss_bbox_aux_2: 0.1329 (0.1504)  loss_bbox_aux_3: 0.1341 (0.1488)  loss_bbox_aux_4: 0.1291 (0.1484)  loss_bbox_aux_5: 0.1778 (0.1955)  loss_bbox_dn_0: 0.2327 (0.2548)  loss_bbox_dn_1: 0.1642 (0.1856)  loss_bbox_dn_2: 0.1518 (0.1653)  loss_bbox_dn_3: 0.1486 (0.1595)  loss_bbox_dn_4: 0.1486 (0.1582)  loss_bbox_dn_5: 0.1486 (0.1582)  loss_giou: 0.4601 (0.4637)  loss_giou_aux_0: 0.4708 (0.4861)  loss_giou_aux_1: 0.4597 (0.4729)  loss_giou_aux_2: 0.4545 (0.4678)  loss_giou_aux_3: 0.4534 (0.4652)  loss_giou_aux_4: 0.4558 (0.4638)  loss_giou_aux_5: 0.5345 (0.5482)  loss_giou_dn_0: 0.5863 (0.5633)  loss_giou_dn_1: 0.4746 (0.4552)  loss_giou_dn_2: 0.4407 (0.4238)  loss_giou_dn_3: 0.4294 (0.4154)  loss_giou_dn_4: 0.4272 (0.4133)  loss_giou_dn_5: 0.4277 (0.4135)  loss_vfl: 0.6694 (0.6557)  loss_vfl_aux_0: 0.7664 (0.7544)  loss_vfl_aux_1: 0.7225 (0.7099)  loss_vfl_aux_2: 0.7040 (0.6837)  loss_vfl_aux_3: 0.6849 (0.6677)  loss_vfl_aux_4: 0.6722 (0.6596)  loss_vfl_aux_5: 0.7545 (0.7425)  loss_vfl_dn_0: 0.4421 (0.4455)  loss_vfl_dn_1: 0.3813 (0.3802)  loss_vfl_dn_2: 0.3667 (0.3642)  loss_vfl_dn_3: 0.3593 (0.3572)  loss_vfl_dn_4: 0.3570 (0.3547)  loss_vfl_dn_5: 0.3560 (0.3539)  time: 0.4767  data: 0.0138  max mem: 5654
Epoch: [60] Total time: 1:00:40 (0.4924 s / it)
Averaged stats: lr: 0.000010  loss: 15.5631 (15.3683)  loss_bbox: 0.1289 (0.1484)  loss_bbox_aux_0: 0.1471 (0.1603)  loss_bbox_aux_1: 0.1417 (0.1532)  loss_bbox_aux_2: 0.1329 (0.1504)  loss_bbox_aux_3: 0.1341 (0.1488)  loss_bbox_aux_4: 0.1291 (0.1484)  loss_bbox_aux_5: 0.1778 (0.1955)  loss_bbox_dn_0: 0.2327 (0.2548)  loss_bbox_dn_1: 0.1642 (0.1856)  loss_bbox_dn_2: 0.1518 (0.1653)  loss_bbox_dn_3: 0.1486 (0.1595)  loss_bbox_dn_4: 0.1486 (0.1582)  loss_bbox_dn_5: 0.1486 (0.1582)  loss_giou: 0.4601 (0.4637)  loss_giou_aux_0: 0.4708 (0.4861)  loss_giou_aux_1: 0.4597 (0.4729)  loss_giou_aux_2: 0.4545 (0.4678)  loss_giou_aux_3: 0.4534 (0.4652)  loss_giou_aux_4: 0.4558 (0.4638)  loss_giou_aux_5: 0.5345 (0.5482)  loss_giou_dn_0: 0.5863 (0.5633)  loss_giou_dn_1: 0.4746 (0.4552)  loss_giou_dn_2: 0.4407 (0.4238)  loss_giou_dn_3: 0.4294 (0.4154)  loss_giou_dn_4: 0.4272 (0.4133)  loss_giou_dn_5: 0.4277 (0.4135)  loss_vfl: 0.6694 (0.6557)  loss_vfl_aux_0: 0.7664 (0.7544)  loss_vfl_aux_1: 0.7225 (0.7099)  loss_vfl_aux_2: 0.7040 (0.6837)  loss_vfl_aux_3: 0.6849 (0.6677)  loss_vfl_aux_4: 0.6722 (0.6596)  loss_vfl_aux_5: 0.7545 (0.7425)  loss_vfl_dn_0: 0.4421 (0.4455)  loss_vfl_dn_1: 0.3813 (0.3802)  loss_vfl_dn_2: 0.3667 (0.3642)  loss_vfl_dn_3: 0.3593 (0.3572)  loss_vfl_dn_4: 0.3570 (0.3547)  loss_vfl_dn_5: 0.3560 (0.3539)
Test:  [  0/157]  eta: 0:04:18    time: 1.6461  data: 1.2244  max mem: 5654
Test:  [ 10/157]  eta: 0:01:16    time: 0.5179  data: 0.1373  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3969  data: 0.0282  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3925  data: 0.0277  max mem: 5654
Test:  [ 40/157]  eta: 0:01:07    time: 0.7090  data: 0.0267  max mem: 5654
Test:  [ 50/157]  eta: 0:00:58    time: 0.7111  data: 0.0267  max mem: 5654
Test:  [ 60/157]  eta: 0:00:50    time: 0.4018  data: 0.0273  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.3940  data: 0.0268  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3998  data: 0.0269  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.4116  data: 0.0274  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3997  data: 0.0276  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.4000  data: 0.0276  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3992  data: 0.0282  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3942  data: 0.0281  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3905  data: 0.0273  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3806  data: 0.0277  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6877  data: 0.0269  max mem: 5654
Test: Total time: 0:01:16 (0.4869 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=34.50s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.532
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.712
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.576
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.354
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.709
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.658
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.725
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.559
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.771
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.888
best_stat:  {'epoch': 59, 'coco_eval_bbox': 0.5319644360890239}
Epoch: [61]  [   0/7393]  eta: 8:18:18  lr: 0.000010  loss: 16.0720 (16.0720)  loss_bbox: 0.1138 (0.1138)  loss_bbox_aux_0: 0.1400 (0.1400)  loss_bbox_aux_1: 0.1558 (0.1558)  loss_bbox_aux_2: 0.1602 (0.1602)  loss_bbox_aux_3: 0.1215 (0.1215)  loss_bbox_aux_4: 0.1159 (0.1159)  loss_bbox_aux_5: 0.1550 (0.1550)  loss_bbox_dn_0: 0.2241 (0.2241)  loss_bbox_dn_1: 0.1560 (0.1560)  loss_bbox_dn_2: 0.1438 (0.1438)  loss_bbox_dn_3: 0.1377 (0.1377)  loss_bbox_dn_4: 0.1389 (0.1389)  loss_bbox_dn_5: 0.1389 (0.1389)  loss_giou: 0.5185 (0.5185)  loss_giou_aux_0: 0.5699 (0.5699)  loss_giou_aux_1: 0.5559 (0.5559)  loss_giou_aux_2: 0.5610 (0.5610)  loss_giou_aux_3: 0.5444 (0.5444)  loss_giou_aux_4: 0.5292 (0.5292)  loss_giou_aux_5: 0.6351 (0.6351)  loss_giou_dn_0: 0.6396 (0.6396)  loss_giou_dn_1: 0.5419 (0.5419)  loss_giou_dn_2: 0.5116 (0.5116)  loss_giou_dn_3: 0.5047 (0.5047)  loss_giou_dn_4: 0.5024 (0.5024)  loss_giou_dn_5: 0.5023 (0.5023)  loss_vfl: 0.6865 (0.6865)  loss_vfl_aux_0: 0.6808 (0.6808)  loss_vfl_aux_1: 0.6814 (0.6814)  loss_vfl_aux_2: 0.6266 (0.6266)  loss_vfl_aux_3: 0.6682 (0.6682)  loss_vfl_aux_4: 0.6706 (0.6706)  loss_vfl_aux_5: 0.6508 (0.6508)  loss_vfl_dn_0: 0.4378 (0.4378)  loss_vfl_dn_1: 0.3994 (0.3994)  loss_vfl_dn_2: 0.3906 (0.3906)  loss_vfl_dn_3: 0.3889 (0.3889)  loss_vfl_dn_4: 0.3868 (0.3868)  loss_vfl_dn_5: 0.3854 (0.3854)  time: 4.0441  data: 3.5899  max mem: 5654
Epoch: [61]  [ 100/7393]  eta: 1:03:52  lr: 0.000010  loss: 14.9768 (15.2059)  loss_bbox: 0.1511 (0.1488)  loss_bbox_aux_0: 0.1600 (0.1605)  loss_bbox_aux_1: 0.1401 (0.1547)  loss_bbox_aux_2: 0.1532 (0.1511)  loss_bbox_aux_3: 0.1523 (0.1505)  loss_bbox_aux_4: 0.1498 (0.1495)  loss_bbox_aux_5: 0.1944 (0.1964)  loss_bbox_dn_0: 0.2447 (0.2599)  loss_bbox_dn_1: 0.1793 (0.1879)  loss_bbox_dn_2: 0.1572 (0.1675)  loss_bbox_dn_3: 0.1580 (0.1620)  loss_bbox_dn_4: 0.1561 (0.1608)  loss_bbox_dn_5: 0.1561 (0.1608)  loss_giou: 0.4305 (0.4469)  loss_giou_aux_0: 0.4557 (0.4683)  loss_giou_aux_1: 0.4389 (0.4574)  loss_giou_aux_2: 0.4366 (0.4515)  loss_giou_aux_3: 0.4380 (0.4489)  loss_giou_aux_4: 0.4305 (0.4478)  loss_giou_aux_5: 0.5045 (0.5291)  loss_giou_dn_0: 0.5399 (0.5437)  loss_giou_dn_1: 0.4364 (0.4368)  loss_giou_dn_2: 0.4113 (0.4076)  loss_giou_dn_3: 0.4046 (0.3997)  loss_giou_dn_4: 0.4033 (0.3975)  loss_giou_dn_5: 0.4032 (0.3977)  loss_vfl: 0.6597 (0.6611)  loss_vfl_aux_0: 0.7377 (0.7632)  loss_vfl_aux_1: 0.7111 (0.7121)  loss_vfl_aux_2: 0.6779 (0.6877)  loss_vfl_aux_3: 0.6671 (0.6706)  loss_vfl_aux_4: 0.6653 (0.6635)  loss_vfl_aux_5: 0.7250 (0.7560)  loss_vfl_dn_0: 0.4451 (0.4475)  loss_vfl_dn_1: 0.3802 (0.3788)  loss_vfl_dn_2: 0.3664 (0.3623)  loss_vfl_dn_3: 0.3550 (0.3552)  loss_vfl_dn_4: 0.3529 (0.3527)  loss_vfl_dn_5: 0.3515 (0.3518)  time: 0.4812  data: 0.0141  max mem: 5654
Epoch: [61]  [ 200/7393]  eta: 1:05:02  lr: 0.000010  loss: 14.8853 (15.3289)  loss_bbox: 0.1363 (0.1471)  loss_bbox_aux_0: 0.1512 (0.1592)  loss_bbox_aux_1: 0.1416 (0.1529)  loss_bbox_aux_2: 0.1401 (0.1491)  loss_bbox_aux_3: 0.1360 (0.1481)  loss_bbox_aux_4: 0.1363 (0.1474)  loss_bbox_aux_5: 0.1743 (0.1934)  loss_bbox_dn_0: 0.2320 (0.2531)  loss_bbox_dn_1: 0.1546 (0.1833)  loss_bbox_dn_2: 0.1456 (0.1637)  loss_bbox_dn_3: 0.1414 (0.1582)  loss_bbox_dn_4: 0.1420 (0.1569)  loss_bbox_dn_5: 0.1420 (0.1569)  loss_giou: 0.4563 (0.4624)  loss_giou_aux_0: 0.4755 (0.4844)  loss_giou_aux_1: 0.4615 (0.4725)  loss_giou_aux_2: 0.4700 (0.4661)  loss_giou_aux_3: 0.4466 (0.4637)  loss_giou_aux_4: 0.4496 (0.4628)  loss_giou_aux_5: 0.5399 (0.5439)  loss_giou_dn_0: 0.5533 (0.5586)  loss_giou_dn_1: 0.4293 (0.4515)  loss_giou_dn_2: 0.3969 (0.4206)  loss_giou_dn_3: 0.3883 (0.4126)  loss_giou_dn_4: 0.3834 (0.4105)  loss_giou_dn_5: 0.3834 (0.4107)  loss_vfl: 0.6498 (0.6594)  loss_vfl_aux_0: 0.7035 (0.7546)  loss_vfl_aux_1: 0.6674 (0.7087)  loss_vfl_aux_2: 0.6471 (0.6865)  loss_vfl_aux_3: 0.6576 (0.6699)  loss_vfl_aux_4: 0.6534 (0.6623)  loss_vfl_aux_5: 0.6920 (0.7463)  loss_vfl_dn_0: 0.4428 (0.4454)  loss_vfl_dn_1: 0.3731 (0.3788)  loss_vfl_dn_2: 0.3596 (0.3634)  loss_vfl_dn_3: 0.3518 (0.3564)  loss_vfl_dn_4: 0.3526 (0.3540)  loss_vfl_dn_5: 0.3513 (0.3532)  time: 0.4864  data: 0.0139  max mem: 5654
Epoch: [61]  [ 300/7393]  eta: 1:01:32  lr: 0.000010  loss: 15.4439 (15.3811)  loss_bbox: 0.1575 (0.1493)  loss_bbox_aux_0: 0.1721 (0.1612)  loss_bbox_aux_1: 0.1614 (0.1553)  loss_bbox_aux_2: 0.1580 (0.1513)  loss_bbox_aux_3: 0.1557 (0.1504)  loss_bbox_aux_4: 0.1551 (0.1499)  loss_bbox_aux_5: 0.1996 (0.1940)  loss_bbox_dn_0: 0.2472 (0.2526)  loss_bbox_dn_1: 0.1824 (0.1833)  loss_bbox_dn_2: 0.1604 (0.1639)  loss_bbox_dn_3: 0.1557 (0.1586)  loss_bbox_dn_4: 0.1542 (0.1574)  loss_bbox_dn_5: 0.1542 (0.1574)  loss_giou: 0.4659 (0.4712)  loss_giou_aux_0: 0.4969 (0.4931)  loss_giou_aux_1: 0.4834 (0.4813)  loss_giou_aux_2: 0.4635 (0.4753)  loss_giou_aux_3: 0.4716 (0.4729)  loss_giou_aux_4: 0.4701 (0.4721)  loss_giou_aux_5: 0.5635 (0.5519)  loss_giou_dn_0: 0.5724 (0.5642)  loss_giou_dn_1: 0.4689 (0.4565)  loss_giou_dn_2: 0.4423 (0.4256)  loss_giou_dn_3: 0.4356 (0.4176)  loss_giou_dn_4: 0.4341 (0.4155)  loss_giou_dn_5: 0.4341 (0.4157)  loss_vfl: 0.6659 (0.6529)  loss_vfl_aux_0: 0.7355 (0.7438)  loss_vfl_aux_1: 0.7016 (0.6987)  loss_vfl_aux_2: 0.6841 (0.6782)  loss_vfl_aux_3: 0.6759 (0.6628)  loss_vfl_aux_4: 0.6601 (0.6548)  loss_vfl_aux_5: 0.7416 (0.7372)  loss_vfl_dn_0: 0.4433 (0.4452)  loss_vfl_dn_1: 0.3844 (0.3798)  loss_vfl_dn_2: 0.3645 (0.3641)  loss_vfl_dn_3: 0.3579 (0.3571)  loss_vfl_dn_4: 0.3542 (0.3547)  loss_vfl_dn_5: 0.3545 (0.3540)  time: 0.4787  data: 0.0146  max mem: 5654
Epoch: [61]  [ 400/7393]  eta: 0:59:36  lr: 0.000010  loss: 15.1680 (15.2982)  loss_bbox: 0.1384 (0.1486)  loss_bbox_aux_0: 0.1465 (0.1613)  loss_bbox_aux_1: 0.1425 (0.1545)  loss_bbox_aux_2: 0.1413 (0.1505)  loss_bbox_aux_3: 0.1339 (0.1496)  loss_bbox_aux_4: 0.1288 (0.1491)  loss_bbox_aux_5: 0.1749 (0.1940)  loss_bbox_dn_0: 0.2283 (0.2531)  loss_bbox_dn_1: 0.1558 (0.1835)  loss_bbox_dn_2: 0.1370 (0.1639)  loss_bbox_dn_3: 0.1281 (0.1584)  loss_bbox_dn_4: 0.1247 (0.1572)  loss_bbox_dn_5: 0.1247 (0.1572)  loss_giou: 0.4211 (0.4638)  loss_giou_aux_0: 0.4487 (0.4864)  loss_giou_aux_1: 0.4339 (0.4739)  loss_giou_aux_2: 0.4224 (0.4681)  loss_giou_aux_3: 0.4342 (0.4656)  loss_giou_aux_4: 0.4227 (0.4645)  loss_giou_aux_5: 0.5253 (0.5462)  loss_giou_dn_0: 0.5261 (0.5607)  loss_giou_dn_1: 0.4333 (0.4528)  loss_giou_dn_2: 0.4045 (0.4219)  loss_giou_dn_3: 0.3973 (0.4140)  loss_giou_dn_4: 0.3975 (0.4118)  loss_giou_dn_5: 0.3978 (0.4120)  loss_vfl: 0.6223 (0.6515)  loss_vfl_aux_0: 0.7188 (0.7441)  loss_vfl_aux_1: 0.6721 (0.6992)  loss_vfl_aux_2: 0.6459 (0.6768)  loss_vfl_aux_3: 0.6389 (0.6619)  loss_vfl_aux_4: 0.6286 (0.6537)  loss_vfl_aux_5: 0.7099 (0.7374)  loss_vfl_dn_0: 0.4424 (0.4451)  loss_vfl_dn_1: 0.3727 (0.3793)  loss_vfl_dn_2: 0.3535 (0.3633)  loss_vfl_dn_3: 0.3497 (0.3564)  loss_vfl_dn_4: 0.3465 (0.3538)  loss_vfl_dn_5: 0.3444 (0.3531)  time: 0.4794  data: 0.0149  max mem: 5654
Epoch: [61]  [ 500/7393]  eta: 0:58:20  lr: 0.000010  loss: 15.3872 (15.2812)  loss_bbox: 0.1509 (0.1482)  loss_bbox_aux_0: 0.1610 (0.1608)  loss_bbox_aux_1: 0.1526 (0.1537)  loss_bbox_aux_2: 0.1525 (0.1502)  loss_bbox_aux_3: 0.1505 (0.1489)  loss_bbox_aux_4: 0.1506 (0.1486)  loss_bbox_aux_5: 0.1915 (0.1943)  loss_bbox_dn_0: 0.2517 (0.2517)  loss_bbox_dn_1: 0.1761 (0.1821)  loss_bbox_dn_2: 0.1522 (0.1626)  loss_bbox_dn_3: 0.1459 (0.1571)  loss_bbox_dn_4: 0.1440 (0.1558)  loss_bbox_dn_5: 0.1439 (0.1558)  loss_giou: 0.4343 (0.4635)  loss_giou_aux_0: 0.4537 (0.4857)  loss_giou_aux_1: 0.4454 (0.4732)  loss_giou_aux_2: 0.4383 (0.4683)  loss_giou_aux_3: 0.4361 (0.4652)  loss_giou_aux_4: 0.4339 (0.4641)  loss_giou_aux_5: 0.5219 (0.5464)  loss_giou_dn_0: 0.5561 (0.5602)  loss_giou_dn_1: 0.4338 (0.4521)  loss_giou_dn_2: 0.4072 (0.4212)  loss_giou_dn_3: 0.3971 (0.4132)  loss_giou_dn_4: 0.3955 (0.4110)  loss_giou_dn_5: 0.3956 (0.4112)  loss_vfl: 0.6214 (0.6516)  loss_vfl_aux_0: 0.7215 (0.7452)  loss_vfl_aux_1: 0.6616 (0.7003)  loss_vfl_aux_2: 0.6339 (0.6763)  loss_vfl_aux_3: 0.6269 (0.6620)  loss_vfl_aux_4: 0.6277 (0.6543)  loss_vfl_aux_5: 0.7055 (0.7365)  loss_vfl_dn_0: 0.4422 (0.4450)  loss_vfl_dn_1: 0.3703 (0.3793)  loss_vfl_dn_2: 0.3565 (0.3632)  loss_vfl_dn_3: 0.3495 (0.3561)  loss_vfl_dn_4: 0.3493 (0.3536)  loss_vfl_dn_5: 0.3477 (0.3529)  time: 0.4858  data: 0.0141  max mem: 5654
Epoch: [61]  [ 600/7393]  eta: 0:57:02  lr: 0.000010  loss: 15.5377 (15.2596)  loss_bbox: 0.1264 (0.1478)  loss_bbox_aux_0: 0.1365 (0.1604)  loss_bbox_aux_1: 0.1325 (0.1531)  loss_bbox_aux_2: 0.1244 (0.1498)  loss_bbox_aux_3: 0.1280 (0.1485)  loss_bbox_aux_4: 0.1279 (0.1480)  loss_bbox_aux_5: 0.1731 (0.1940)  loss_bbox_dn_0: 0.2143 (0.2513)  loss_bbox_dn_1: 0.1518 (0.1821)  loss_bbox_dn_2: 0.1311 (0.1624)  loss_bbox_dn_3: 0.1249 (0.1567)  loss_bbox_dn_4: 0.1264 (0.1554)  loss_bbox_dn_5: 0.1264 (0.1554)  loss_giou: 0.4817 (0.4624)  loss_giou_aux_0: 0.4922 (0.4844)  loss_giou_aux_1: 0.4841 (0.4720)  loss_giou_aux_2: 0.4862 (0.4672)  loss_giou_aux_3: 0.4871 (0.4642)  loss_giou_aux_4: 0.4816 (0.4629)  loss_giou_aux_5: 0.5444 (0.5450)  loss_giou_dn_0: 0.5797 (0.5593)  loss_giou_dn_1: 0.4694 (0.4515)  loss_giou_dn_2: 0.4348 (0.4206)  loss_giou_dn_3: 0.4233 (0.4125)  loss_giou_dn_4: 0.4218 (0.4104)  loss_giou_dn_5: 0.4220 (0.4105)  loss_vfl: 0.6548 (0.6505)  loss_vfl_aux_0: 0.7471 (0.7454)  loss_vfl_aux_1: 0.7010 (0.7002)  loss_vfl_aux_2: 0.6790 (0.6760)  loss_vfl_aux_3: 0.6589 (0.6611)  loss_vfl_aux_4: 0.6569 (0.6536)  loss_vfl_aux_5: 0.7435 (0.7370)  loss_vfl_dn_0: 0.4387 (0.4444)  loss_vfl_dn_1: 0.3783 (0.3789)  loss_vfl_dn_2: 0.3706 (0.3629)  loss_vfl_dn_3: 0.3633 (0.3558)  loss_vfl_dn_4: 0.3589 (0.3533)  loss_vfl_dn_5: 0.3595 (0.3525)  time: 0.4776  data: 0.0145  max mem: 5654
Epoch: [61]  [ 700/7393]  eta: 0:55:57  lr: 0.000010  loss: 15.4369 (15.2658)  loss_bbox: 0.1406 (0.1473)  loss_bbox_aux_0: 0.1554 (0.1594)  loss_bbox_aux_1: 0.1380 (0.1523)  loss_bbox_aux_2: 0.1431 (0.1493)  loss_bbox_aux_3: 0.1407 (0.1479)  loss_bbox_aux_4: 0.1414 (0.1476)  loss_bbox_aux_5: 0.1838 (0.1932)  loss_bbox_dn_0: 0.2457 (0.2506)  loss_bbox_dn_1: 0.1834 (0.1818)  loss_bbox_dn_2: 0.1652 (0.1619)  loss_bbox_dn_3: 0.1641 (0.1563)  loss_bbox_dn_4: 0.1645 (0.1549)  loss_bbox_dn_5: 0.1645 (0.1549)  loss_giou: 0.4207 (0.4631)  loss_giou_aux_0: 0.4429 (0.4849)  loss_giou_aux_1: 0.4322 (0.4726)  loss_giou_aux_2: 0.4287 (0.4680)  loss_giou_aux_3: 0.4231 (0.4650)  loss_giou_aux_4: 0.4208 (0.4636)  loss_giou_aux_5: 0.4939 (0.5454)  loss_giou_dn_0: 0.5547 (0.5600)  loss_giou_dn_1: 0.4468 (0.4524)  loss_giou_dn_2: 0.4114 (0.4214)  loss_giou_dn_3: 0.4020 (0.4133)  loss_giou_dn_4: 0.4036 (0.4111)  loss_giou_dn_5: 0.4037 (0.4113)  loss_vfl: 0.6485 (0.6501)  loss_vfl_aux_0: 0.7353 (0.7468)  loss_vfl_aux_1: 0.6989 (0.7006)  loss_vfl_aux_2: 0.6773 (0.6759)  loss_vfl_aux_3: 0.6533 (0.6608)  loss_vfl_aux_4: 0.6615 (0.6531)  loss_vfl_aux_5: 0.7550 (0.7390)  loss_vfl_dn_0: 0.4547 (0.4449)  loss_vfl_dn_1: 0.3909 (0.3792)  loss_vfl_dn_2: 0.3753 (0.3632)  loss_vfl_dn_3: 0.3689 (0.3562)  loss_vfl_dn_4: 0.3644 (0.3536)  loss_vfl_dn_5: 0.3633 (0.3528)  time: 0.4785  data: 0.0146  max mem: 5654
Epoch: [61]  [ 800/7393]  eta: 0:54:46  lr: 0.000010  loss: 15.0697 (15.2707)  loss_bbox: 0.1507 (0.1470)  loss_bbox_aux_0: 0.1559 (0.1587)  loss_bbox_aux_1: 0.1445 (0.1518)  loss_bbox_aux_2: 0.1459 (0.1490)  loss_bbox_aux_3: 0.1531 (0.1476)  loss_bbox_aux_4: 0.1524 (0.1472)  loss_bbox_aux_5: 0.1917 (0.1926)  loss_bbox_dn_0: 0.2422 (0.2503)  loss_bbox_dn_1: 0.1704 (0.1815)  loss_bbox_dn_2: 0.1554 (0.1617)  loss_bbox_dn_3: 0.1469 (0.1560)  loss_bbox_dn_4: 0.1427 (0.1547)  loss_bbox_dn_5: 0.1426 (0.1547)  loss_giou: 0.4198 (0.4637)  loss_giou_aux_0: 0.4241 (0.4854)  loss_giou_aux_1: 0.4144 (0.4733)  loss_giou_aux_2: 0.4190 (0.4687)  loss_giou_aux_3: 0.4223 (0.4656)  loss_giou_aux_4: 0.4197 (0.4642)  loss_giou_aux_5: 0.5070 (0.5463)  loss_giou_dn_0: 0.5648 (0.5610)  loss_giou_dn_1: 0.4385 (0.4532)  loss_giou_dn_2: 0.4018 (0.4223)  loss_giou_dn_3: 0.3999 (0.4142)  loss_giou_dn_4: 0.3994 (0.4120)  loss_giou_dn_5: 0.3995 (0.4122)  loss_vfl: 0.6675 (0.6497)  loss_vfl_aux_0: 0.7372 (0.7478)  loss_vfl_aux_1: 0.7193 (0.7009)  loss_vfl_aux_2: 0.6698 (0.6752)  loss_vfl_aux_3: 0.6731 (0.6602)  loss_vfl_aux_4: 0.6738 (0.6527)  loss_vfl_aux_5: 0.7317 (0.7389)  loss_vfl_dn_0: 0.4433 (0.4448)  loss_vfl_dn_1: 0.3768 (0.3793)  loss_vfl_dn_2: 0.3573 (0.3633)  loss_vfl_dn_3: 0.3522 (0.3563)  loss_vfl_dn_4: 0.3484 (0.3538)  loss_vfl_dn_5: 0.3483 (0.3531)  time: 0.4748  data: 0.0143  max mem: 5654
Epoch: [61]  [ 900/7393]  eta: 0:53:45  lr: 0.000010  loss: 15.4777 (15.2608)  loss_bbox: 0.1351 (0.1467)  loss_bbox_aux_0: 0.1483 (0.1585)  loss_bbox_aux_1: 0.1402 (0.1517)  loss_bbox_aux_2: 0.1379 (0.1489)  loss_bbox_aux_3: 0.1386 (0.1475)  loss_bbox_aux_4: 0.1375 (0.1470)  loss_bbox_aux_5: 0.1762 (0.1927)  loss_bbox_dn_0: 0.2206 (0.2500)  loss_bbox_dn_1: 0.1581 (0.1815)  loss_bbox_dn_2: 0.1393 (0.1618)  loss_bbox_dn_3: 0.1330 (0.1562)  loss_bbox_dn_4: 0.1323 (0.1548)  loss_bbox_dn_5: 0.1324 (0.1548)  loss_giou: 0.4695 (0.4630)  loss_giou_aux_0: 0.4858 (0.4849)  loss_giou_aux_1: 0.4896 (0.4729)  loss_giou_aux_2: 0.4730 (0.4682)  loss_giou_aux_3: 0.4682 (0.4649)  loss_giou_aux_4: 0.4692 (0.4635)  loss_giou_aux_5: 0.5487 (0.5461)  loss_giou_dn_0: 0.5530 (0.5605)  loss_giou_dn_1: 0.4450 (0.4527)  loss_giou_dn_2: 0.4122 (0.4218)  loss_giou_dn_3: 0.4025 (0.4138)  loss_giou_dn_4: 0.3992 (0.4116)  loss_giou_dn_5: 0.3992 (0.4118)  loss_vfl: 0.6129 (0.6498)  loss_vfl_aux_0: 0.7065 (0.7478)  loss_vfl_aux_1: 0.6571 (0.7003)  loss_vfl_aux_2: 0.6290 (0.6746)  loss_vfl_aux_3: 0.6249 (0.6600)  loss_vfl_aux_4: 0.6087 (0.6527)  loss_vfl_aux_5: 0.7065 (0.7386)  loss_vfl_dn_0: 0.4385 (0.4448)  loss_vfl_dn_1: 0.3776 (0.3790)  loss_vfl_dn_2: 0.3638 (0.3630)  loss_vfl_dn_3: 0.3590 (0.3560)  loss_vfl_dn_4: 0.3558 (0.3534)  loss_vfl_dn_5: 0.3550 (0.3527)  time: 0.4858  data: 0.0142  max mem: 5654
Epoch: [61]  [1000/7393]  eta: 0:52:44  lr: 0.000010  loss: 15.3285 (15.2700)  loss_bbox: 0.1294 (0.1463)  loss_bbox_aux_0: 0.1360 (0.1583)  loss_bbox_aux_1: 0.1298 (0.1514)  loss_bbox_aux_2: 0.1283 (0.1485)  loss_bbox_aux_3: 0.1277 (0.1471)  loss_bbox_aux_4: 0.1253 (0.1466)  loss_bbox_aux_5: 0.1901 (0.1927)  loss_bbox_dn_0: 0.2739 (0.2502)  loss_bbox_dn_1: 0.1951 (0.1817)  loss_bbox_dn_2: 0.1796 (0.1619)  loss_bbox_dn_3: 0.1715 (0.1562)  loss_bbox_dn_4: 0.1669 (0.1548)  loss_bbox_dn_5: 0.1671 (0.1549)  loss_giou: 0.4794 (0.4644)  loss_giou_aux_0: 0.4794 (0.4862)  loss_giou_aux_1: 0.4772 (0.4744)  loss_giou_aux_2: 0.4817 (0.4695)  loss_giou_aux_3: 0.4827 (0.4662)  loss_giou_aux_4: 0.4798 (0.4648)  loss_giou_aux_5: 0.5634 (0.5477)  loss_giou_dn_0: 0.5838 (0.5615)  loss_giou_dn_1: 0.4684 (0.4536)  loss_giou_dn_2: 0.4408 (0.4227)  loss_giou_dn_3: 0.4338 (0.4146)  loss_giou_dn_4: 0.4324 (0.4125)  loss_giou_dn_5: 0.4323 (0.4127)  loss_vfl: 0.6456 (0.6489)  loss_vfl_aux_0: 0.7361 (0.7469)  loss_vfl_aux_1: 0.6881 (0.6997)  loss_vfl_aux_2: 0.6834 (0.6743)  loss_vfl_aux_3: 0.6665 (0.6596)  loss_vfl_aux_4: 0.6564 (0.6519)  loss_vfl_aux_5: 0.7278 (0.7381)  loss_vfl_dn_0: 0.4417 (0.4448)  loss_vfl_dn_1: 0.3760 (0.3791)  loss_vfl_dn_2: 0.3652 (0.3631)  loss_vfl_dn_3: 0.3583 (0.3561)  loss_vfl_dn_4: 0.3550 (0.3535)  loss_vfl_dn_5: 0.3536 (0.3528)  time: 0.4798  data: 0.0141  max mem: 5654
Epoch: [61]  [1100/7393]  eta: 0:51:48  lr: 0.000010  loss: 15.3871 (15.2869)  loss_bbox: 0.1476 (0.1467)  loss_bbox_aux_0: 0.1611 (0.1587)  loss_bbox_aux_1: 0.1565 (0.1519)  loss_bbox_aux_2: 0.1507 (0.1490)  loss_bbox_aux_3: 0.1463 (0.1474)  loss_bbox_aux_4: 0.1487 (0.1469)  loss_bbox_aux_5: 0.1881 (0.1929)  loss_bbox_dn_0: 0.2336 (0.2505)  loss_bbox_dn_1: 0.1608 (0.1819)  loss_bbox_dn_2: 0.1378 (0.1621)  loss_bbox_dn_3: 0.1347 (0.1564)  loss_bbox_dn_4: 0.1334 (0.1551)  loss_bbox_dn_5: 0.1334 (0.1551)  loss_giou: 0.4523 (0.4658)  loss_giou_aux_0: 0.4539 (0.4876)  loss_giou_aux_1: 0.4474 (0.4758)  loss_giou_aux_2: 0.4276 (0.4709)  loss_giou_aux_3: 0.4503 (0.4676)  loss_giou_aux_4: 0.4507 (0.4662)  loss_giou_aux_5: 0.5170 (0.5495)  loss_giou_dn_0: 0.5491 (0.5625)  loss_giou_dn_1: 0.4320 (0.4546)  loss_giou_dn_2: 0.4005 (0.4237)  loss_giou_dn_3: 0.3931 (0.4156)  loss_giou_dn_4: 0.3892 (0.4135)  loss_giou_dn_5: 0.3892 (0.4137)  loss_vfl: 0.6337 (0.6481)  loss_vfl_aux_0: 0.7157 (0.7464)  loss_vfl_aux_1: 0.6956 (0.6991)  loss_vfl_aux_2: 0.6677 (0.6735)  loss_vfl_aux_3: 0.6610 (0.6591)  loss_vfl_aux_4: 0.6385 (0.6512)  loss_vfl_aux_5: 0.7173 (0.7376)  loss_vfl_dn_0: 0.4361 (0.4448)  loss_vfl_dn_1: 0.3799 (0.3792)  loss_vfl_dn_2: 0.3601 (0.3633)  loss_vfl_dn_3: 0.3512 (0.3562)  loss_vfl_dn_4: 0.3450 (0.3537)  loss_vfl_dn_5: 0.3454 (0.3530)  time: 0.4805  data: 0.0139  max mem: 5654
Epoch: [61]  [1200/7393]  eta: 0:50:54  lr: 0.000010  loss: 16.1144 (15.3102)  loss_bbox: 0.1492 (0.1470)  loss_bbox_aux_0: 0.1648 (0.1591)  loss_bbox_aux_1: 0.1504 (0.1522)  loss_bbox_aux_2: 0.1524 (0.1494)  loss_bbox_aux_3: 0.1504 (0.1477)  loss_bbox_aux_4: 0.1504 (0.1473)  loss_bbox_aux_5: 0.1955 (0.1933)  loss_bbox_dn_0: 0.2548 (0.2510)  loss_bbox_dn_1: 0.1760 (0.1822)  loss_bbox_dn_2: 0.1561 (0.1625)  loss_bbox_dn_3: 0.1532 (0.1568)  loss_bbox_dn_4: 0.1502 (0.1555)  loss_bbox_dn_5: 0.1502 (0.1555)  loss_giou: 0.5392 (0.4671)  loss_giou_aux_0: 0.5479 (0.4889)  loss_giou_aux_1: 0.5512 (0.4772)  loss_giou_aux_2: 0.5441 (0.4721)  loss_giou_aux_3: 0.5317 (0.4689)  loss_giou_aux_4: 0.5392 (0.4676)  loss_giou_aux_5: 0.5908 (0.5508)  loss_giou_dn_0: 0.6028 (0.5636)  loss_giou_dn_1: 0.5010 (0.4557)  loss_giou_dn_2: 0.4611 (0.4248)  loss_giou_dn_3: 0.4586 (0.4167)  loss_giou_dn_4: 0.4568 (0.4145)  loss_giou_dn_5: 0.4567 (0.4147)  loss_vfl: 0.6407 (0.6483)  loss_vfl_aux_0: 0.7252 (0.7468)  loss_vfl_aux_1: 0.6877 (0.6990)  loss_vfl_aux_2: 0.6527 (0.6735)  loss_vfl_aux_3: 0.6578 (0.6591)  loss_vfl_aux_4: 0.6358 (0.6515)  loss_vfl_aux_5: 0.7031 (0.7379)  loss_vfl_dn_0: 0.4465 (0.4450)  loss_vfl_dn_1: 0.3890 (0.3795)  loss_vfl_dn_2: 0.3763 (0.3635)  loss_vfl_dn_3: 0.3662 (0.3565)  loss_vfl_dn_4: 0.3601 (0.3540)  loss_vfl_dn_5: 0.3602 (0.3533)  time: 0.4822  data: 0.0137  max mem: 5654
Epoch: [61]  [1300/7393]  eta: 0:49:59  lr: 0.000010  loss: 15.5188 (15.3195)  loss_bbox: 0.1355 (0.1469)  loss_bbox_aux_0: 0.1499 (0.1590)  loss_bbox_aux_1: 0.1392 (0.1522)  loss_bbox_aux_2: 0.1370 (0.1493)  loss_bbox_aux_3: 0.1364 (0.1476)  loss_bbox_aux_4: 0.1308 (0.1472)  loss_bbox_aux_5: 0.1761 (0.1930)  loss_bbox_dn_0: 0.2321 (0.2502)  loss_bbox_dn_1: 0.1667 (0.1817)  loss_bbox_dn_2: 0.1509 (0.1620)  loss_bbox_dn_3: 0.1447 (0.1563)  loss_bbox_dn_4: 0.1412 (0.1550)  loss_bbox_dn_5: 0.1413 (0.1550)  loss_giou: 0.4953 (0.4683)  loss_giou_aux_0: 0.5018 (0.4902)  loss_giou_aux_1: 0.4976 (0.4785)  loss_giou_aux_2: 0.5042 (0.4733)  loss_giou_aux_3: 0.4928 (0.4700)  loss_giou_aux_4: 0.4917 (0.4687)  loss_giou_aux_5: 0.5585 (0.5518)  loss_giou_dn_0: 0.5922 (0.5645)  loss_giou_dn_1: 0.4740 (0.4566)  loss_giou_dn_2: 0.4336 (0.4256)  loss_giou_dn_3: 0.4256 (0.4174)  loss_giou_dn_4: 0.4216 (0.4153)  loss_giou_dn_5: 0.4220 (0.4155)  loss_vfl: 0.6653 (0.6483)  loss_vfl_aux_0: 0.7479 (0.7462)  loss_vfl_aux_1: 0.7007 (0.6989)  loss_vfl_aux_2: 0.6811 (0.6738)  loss_vfl_aux_3: 0.6674 (0.6593)  loss_vfl_aux_4: 0.6743 (0.6515)  loss_vfl_aux_5: 0.7478 (0.7380)  loss_vfl_dn_0: 0.4411 (0.4450)  loss_vfl_dn_1: 0.3852 (0.3796)  loss_vfl_dn_2: 0.3693 (0.3637)  loss_vfl_dn_3: 0.3633 (0.3566)  loss_vfl_dn_4: 0.3614 (0.3541)  loss_vfl_dn_5: 0.3600 (0.3534)  time: 0.5014  data: 0.0139  max mem: 5654
Epoch: [61]  [1400/7393]  eta: 0:49:05  lr: 0.000010  loss: 15.0000 (15.3110)  loss_bbox: 0.1410 (0.1467)  loss_bbox_aux_0: 0.1423 (0.1588)  loss_bbox_aux_1: 0.1397 (0.1521)  loss_bbox_aux_2: 0.1456 (0.1492)  loss_bbox_aux_3: 0.1412 (0.1474)  loss_bbox_aux_4: 0.1409 (0.1469)  loss_bbox_aux_5: 0.1902 (0.1927)  loss_bbox_dn_0: 0.2130 (0.2499)  loss_bbox_dn_1: 0.1586 (0.1815)  loss_bbox_dn_2: 0.1375 (0.1618)  loss_bbox_dn_3: 0.1309 (0.1562)  loss_bbox_dn_4: 0.1297 (0.1548)  loss_bbox_dn_5: 0.1297 (0.1548)  loss_giou: 0.4732 (0.4682)  loss_giou_aux_0: 0.4971 (0.4903)  loss_giou_aux_1: 0.4780 (0.4786)  loss_giou_aux_2: 0.4833 (0.4733)  loss_giou_aux_3: 0.4646 (0.4699)  loss_giou_aux_4: 0.4768 (0.4686)  loss_giou_aux_5: 0.5571 (0.5518)  loss_giou_dn_0: 0.5581 (0.5645)  loss_giou_dn_1: 0.4452 (0.4565)  loss_giou_dn_2: 0.4208 (0.4255)  loss_giou_dn_3: 0.4111 (0.4174)  loss_giou_dn_4: 0.4101 (0.4152)  loss_giou_dn_5: 0.4117 (0.4154)  loss_vfl: 0.6111 (0.6478)  loss_vfl_aux_0: 0.6958 (0.7455)  loss_vfl_aux_1: 0.6418 (0.6977)  loss_vfl_aux_2: 0.6263 (0.6728)  loss_vfl_aux_3: 0.6198 (0.6588)  loss_vfl_aux_4: 0.6038 (0.6509)  loss_vfl_aux_5: 0.6946 (0.7373)  loss_vfl_dn_0: 0.4377 (0.4449)  loss_vfl_dn_1: 0.3781 (0.3796)  loss_vfl_dn_2: 0.3567 (0.3636)  loss_vfl_dn_3: 0.3500 (0.3566)  loss_vfl_dn_4: 0.3510 (0.3541)  loss_vfl_dn_5: 0.3492 (0.3534)  time: 0.4815  data: 0.0144  max mem: 5654
Epoch: [61]  [1500/7393]  eta: 0:48:12  lr: 0.000010  loss: 15.2326 (15.3239)  loss_bbox: 0.1299 (0.1467)  loss_bbox_aux_0: 0.1377 (0.1587)  loss_bbox_aux_1: 0.1357 (0.1520)  loss_bbox_aux_2: 0.1307 (0.1491)  loss_bbox_aux_3: 0.1310 (0.1475)  loss_bbox_aux_4: 0.1299 (0.1469)  loss_bbox_aux_5: 0.1719 (0.1924)  loss_bbox_dn_0: 0.2186 (0.2497)  loss_bbox_dn_1: 0.1561 (0.1813)  loss_bbox_dn_2: 0.1308 (0.1617)  loss_bbox_dn_3: 0.1274 (0.1561)  loss_bbox_dn_4: 0.1255 (0.1547)  loss_bbox_dn_5: 0.1255 (0.1547)  loss_giou: 0.4542 (0.4694)  loss_giou_aux_0: 0.4800 (0.4916)  loss_giou_aux_1: 0.4665 (0.4798)  loss_giou_aux_2: 0.4517 (0.4745)  loss_giou_aux_3: 0.4607 (0.4712)  loss_giou_aux_4: 0.4578 (0.4698)  loss_giou_aux_5: 0.5215 (0.5530)  loss_giou_dn_0: 0.5556 (0.5653)  loss_giou_dn_1: 0.4505 (0.4573)  loss_giou_dn_2: 0.4246 (0.4262)  loss_giou_dn_3: 0.4156 (0.4181)  loss_giou_dn_4: 0.4157 (0.4160)  loss_giou_dn_5: 0.4157 (0.4162)  loss_vfl: 0.6870 (0.6480)  loss_vfl_aux_0: 0.7790 (0.7452)  loss_vfl_aux_1: 0.7321 (0.6978)  loss_vfl_aux_2: 0.7084 (0.6728)  loss_vfl_aux_3: 0.6916 (0.6587)  loss_vfl_aux_4: 0.6921 (0.6511)  loss_vfl_aux_5: 0.7604 (0.7370)  loss_vfl_dn_0: 0.4478 (0.4450)  loss_vfl_dn_1: 0.3799 (0.3798)  loss_vfl_dn_2: 0.3643 (0.3639)  loss_vfl_dn_3: 0.3576 (0.3568)  loss_vfl_dn_4: 0.3557 (0.3544)  loss_vfl_dn_5: 0.3546 (0.3537)  time: 0.4742  data: 0.0142  max mem: 5654
Epoch: [61]  [1600/7393]  eta: 0:47:19  lr: 0.000010  loss: 15.5788 (15.3206)  loss_bbox: 0.1473 (0.1469)  loss_bbox_aux_0: 0.1534 (0.1588)  loss_bbox_aux_1: 0.1494 (0.1520)  loss_bbox_aux_2: 0.1433 (0.1493)  loss_bbox_aux_3: 0.1445 (0.1477)  loss_bbox_aux_4: 0.1493 (0.1471)  loss_bbox_aux_5: 0.1870 (0.1923)  loss_bbox_dn_0: 0.2354 (0.2494)  loss_bbox_dn_1: 0.1591 (0.1812)  loss_bbox_dn_2: 0.1366 (0.1616)  loss_bbox_dn_3: 0.1324 (0.1560)  loss_bbox_dn_4: 0.1308 (0.1546)  loss_bbox_dn_5: 0.1308 (0.1546)  loss_giou: 0.4997 (0.4695)  loss_giou_aux_0: 0.5379 (0.4917)  loss_giou_aux_1: 0.5331 (0.4797)  loss_giou_aux_2: 0.5060 (0.4744)  loss_giou_aux_3: 0.4958 (0.4712)  loss_giou_aux_4: 0.5042 (0.4699)  loss_giou_aux_5: 0.5816 (0.5528)  loss_giou_dn_0: 0.5816 (0.5651)  loss_giou_dn_1: 0.4713 (0.4571)  loss_giou_dn_2: 0.4461 (0.4260)  loss_giou_dn_3: 0.4358 (0.4179)  loss_giou_dn_4: 0.4357 (0.4158)  loss_giou_dn_5: 0.4362 (0.4160)  loss_vfl: 0.6165 (0.6479)  loss_vfl_aux_0: 0.7095 (0.7445)  loss_vfl_aux_1: 0.6809 (0.6974)  loss_vfl_aux_2: 0.6523 (0.6725)  loss_vfl_aux_3: 0.6241 (0.6584)  loss_vfl_aux_4: 0.6242 (0.6508)  loss_vfl_aux_5: 0.7317 (0.7366)  loss_vfl_dn_0: 0.4447 (0.4450)  loss_vfl_dn_1: 0.3876 (0.3799)  loss_vfl_dn_2: 0.3716 (0.3639)  loss_vfl_dn_3: 0.3665 (0.3569)  loss_vfl_dn_4: 0.3644 (0.3544)  loss_vfl_dn_5: 0.3641 (0.3538)  time: 0.4655  data: 0.0139  max mem: 5654
Epoch: [61]  [1700/7393]  eta: 0:46:28  lr: 0.000010  loss: 15.3129 (15.3213)  loss_bbox: 0.1313 (0.1469)  loss_bbox_aux_0: 0.1470 (0.1590)  loss_bbox_aux_1: 0.1402 (0.1521)  loss_bbox_aux_2: 0.1318 (0.1493)  loss_bbox_aux_3: 0.1277 (0.1476)  loss_bbox_aux_4: 0.1277 (0.1471)  loss_bbox_aux_5: 0.1928 (0.1926)  loss_bbox_dn_0: 0.2342 (0.2499)  loss_bbox_dn_1: 0.1740 (0.1817)  loss_bbox_dn_2: 0.1600 (0.1621)  loss_bbox_dn_3: 0.1571 (0.1565)  loss_bbox_dn_4: 0.1576 (0.1551)  loss_bbox_dn_5: 0.1576 (0.1551)  loss_giou: 0.4157 (0.4683)  loss_giou_aux_0: 0.4397 (0.4906)  loss_giou_aux_1: 0.4270 (0.4785)  loss_giou_aux_2: 0.4249 (0.4732)  loss_giou_aux_3: 0.4201 (0.4699)  loss_giou_aux_4: 0.4201 (0.4686)  loss_giou_aux_5: 0.4929 (0.5515)  loss_giou_dn_0: 0.5425 (0.5645)  loss_giou_dn_1: 0.4389 (0.4565)  loss_giou_dn_2: 0.4058 (0.4255)  loss_giou_dn_3: 0.4001 (0.4174)  loss_giou_dn_4: 0.3947 (0.4153)  loss_giou_dn_5: 0.3948 (0.4155)  loss_vfl: 0.6522 (0.6492)  loss_vfl_aux_0: 0.7240 (0.7452)  loss_vfl_aux_1: 0.6827 (0.6986)  loss_vfl_aux_2: 0.6823 (0.6739)  loss_vfl_aux_3: 0.6835 (0.6599)  loss_vfl_aux_4: 0.6581 (0.6522)  loss_vfl_aux_5: 0.7178 (0.7377)  loss_vfl_dn_0: 0.4467 (0.4451)  loss_vfl_dn_1: 0.3806 (0.3800)  loss_vfl_dn_2: 0.3597 (0.3641)  loss_vfl_dn_3: 0.3547 (0.3570)  loss_vfl_dn_4: 0.3502 (0.3545)  loss_vfl_dn_5: 0.3486 (0.3538)  time: 0.4756  data: 0.0137  max mem: 5654
Epoch: [61]  [1800/7393]  eta: 0:45:36  lr: 0.000010  loss: 15.0194 (15.3163)  loss_bbox: 0.1429 (0.1467)  loss_bbox_aux_0: 0.1494 (0.1588)  loss_bbox_aux_1: 0.1441 (0.1519)  loss_bbox_aux_2: 0.1454 (0.1491)  loss_bbox_aux_3: 0.1453 (0.1474)  loss_bbox_aux_4: 0.1436 (0.1470)  loss_bbox_aux_5: 0.1967 (0.1925)  loss_bbox_dn_0: 0.2433 (0.2500)  loss_bbox_dn_1: 0.1678 (0.1816)  loss_bbox_dn_2: 0.1488 (0.1620)  loss_bbox_dn_3: 0.1415 (0.1564)  loss_bbox_dn_4: 0.1417 (0.1550)  loss_bbox_dn_5: 0.1417 (0.1550)  loss_giou: 0.4835 (0.4680)  loss_giou_aux_0: 0.5101 (0.4904)  loss_giou_aux_1: 0.5021 (0.4783)  loss_giou_aux_2: 0.4874 (0.4729)  loss_giou_aux_3: 0.4851 (0.4696)  loss_giou_aux_4: 0.4856 (0.4684)  loss_giou_aux_5: 0.5803 (0.5515)  loss_giou_dn_0: 0.5767 (0.5643)  loss_giou_dn_1: 0.4548 (0.4562)  loss_giou_dn_2: 0.4277 (0.4252)  loss_giou_dn_3: 0.4203 (0.4171)  loss_giou_dn_4: 0.4173 (0.4150)  loss_giou_dn_5: 0.4173 (0.4152)  loss_vfl: 0.6222 (0.6490)  loss_vfl_aux_0: 0.7187 (0.7453)  loss_vfl_aux_1: 0.6637 (0.6986)  loss_vfl_aux_2: 0.6352 (0.6738)  loss_vfl_aux_3: 0.6336 (0.6599)  loss_vfl_aux_4: 0.6259 (0.6521)  loss_vfl_aux_5: 0.7296 (0.7378)  loss_vfl_dn_0: 0.4366 (0.4450)  loss_vfl_dn_1: 0.3785 (0.3799)  loss_vfl_dn_2: 0.3630 (0.3640)  loss_vfl_dn_3: 0.3557 (0.3569)  loss_vfl_dn_4: 0.3548 (0.3544)  loss_vfl_dn_5: 0.3542 (0.3538)  time: 0.4773  data: 0.0144  max mem: 5654
Epoch: [61]  [1900/7393]  eta: 0:44:43  lr: 0.000010  loss: 14.8103 (15.3067)  loss_bbox: 0.1261 (0.1468)  loss_bbox_aux_0: 0.1476 (0.1590)  loss_bbox_aux_1: 0.1407 (0.1519)  loss_bbox_aux_2: 0.1326 (0.1491)  loss_bbox_aux_3: 0.1278 (0.1474)  loss_bbox_aux_4: 0.1237 (0.1470)  loss_bbox_aux_5: 0.1861 (0.1927)  loss_bbox_dn_0: 0.2353 (0.2504)  loss_bbox_dn_1: 0.1727 (0.1820)  loss_bbox_dn_2: 0.1482 (0.1622)  loss_bbox_dn_3: 0.1438 (0.1566)  loss_bbox_dn_4: 0.1451 (0.1552)  loss_bbox_dn_5: 0.1451 (0.1552)  loss_giou: 0.4037 (0.4666)  loss_giou_aux_0: 0.4541 (0.4891)  loss_giou_aux_1: 0.4255 (0.4769)  loss_giou_aux_2: 0.4009 (0.4716)  loss_giou_aux_3: 0.4090 (0.4682)  loss_giou_aux_4: 0.4028 (0.4670)  loss_giou_aux_5: 0.5053 (0.5501)  loss_giou_dn_0: 0.5230 (0.5635)  loss_giou_dn_1: 0.4175 (0.4555)  loss_giou_dn_2: 0.3798 (0.4244)  loss_giou_dn_3: 0.3704 (0.4163)  loss_giou_dn_4: 0.3681 (0.4141)  loss_giou_dn_5: 0.3680 (0.4143)  loss_vfl: 0.6263 (0.6496)  loss_vfl_aux_0: 0.7423 (0.7456)  loss_vfl_aux_1: 0.6851 (0.6991)  loss_vfl_aux_2: 0.6591 (0.6745)  loss_vfl_aux_3: 0.6356 (0.6605)  loss_vfl_aux_4: 0.6594 (0.6526)  loss_vfl_aux_5: 0.7306 (0.7384)  loss_vfl_dn_0: 0.4403 (0.4450)  loss_vfl_dn_1: 0.3693 (0.3798)  loss_vfl_dn_2: 0.3508 (0.3638)  loss_vfl_dn_3: 0.3425 (0.3568)  loss_vfl_dn_4: 0.3400 (0.3543)  loss_vfl_dn_5: 0.3401 (0.3536)  time: 0.4694  data: 0.0134  max mem: 5654
Epoch: [61]  [2000/7393]  eta: 0:44:10  lr: 0.000010  loss: 14.8809 (15.3051)  loss_bbox: 0.1273 (0.1467)  loss_bbox_aux_0: 0.1433 (0.1591)  loss_bbox_aux_1: 0.1343 (0.1519)  loss_bbox_aux_2: 0.1280 (0.1491)  loss_bbox_aux_3: 0.1277 (0.1474)  loss_bbox_aux_4: 0.1303 (0.1470)  loss_bbox_aux_5: 0.1729 (0.1929)  loss_bbox_dn_0: 0.2310 (0.2507)  loss_bbox_dn_1: 0.1621 (0.1822)  loss_bbox_dn_2: 0.1433 (0.1624)  loss_bbox_dn_3: 0.1351 (0.1567)  loss_bbox_dn_4: 0.1345 (0.1554)  loss_bbox_dn_5: 0.1346 (0.1554)  loss_giou: 0.4213 (0.4661)  loss_giou_aux_0: 0.4539 (0.4889)  loss_giou_aux_1: 0.4347 (0.4765)  loss_giou_aux_2: 0.4296 (0.4711)  loss_giou_aux_3: 0.4206 (0.4677)  loss_giou_aux_4: 0.4322 (0.4666)  loss_giou_aux_5: 0.5108 (0.5500)  loss_giou_dn_0: 0.5494 (0.5634)  loss_giou_dn_1: 0.4380 (0.4553)  loss_giou_dn_2: 0.4097 (0.4242)  loss_giou_dn_3: 0.4039 (0.4161)  loss_giou_dn_4: 0.4068 (0.4139)  loss_giou_dn_5: 0.4071 (0.4142)  loss_vfl: 0.6544 (0.6499)  loss_vfl_aux_0: 0.7350 (0.7455)  loss_vfl_aux_1: 0.6932 (0.6994)  loss_vfl_aux_2: 0.6699 (0.6747)  loss_vfl_aux_3: 0.6736 (0.6609)  loss_vfl_aux_4: 0.6616 (0.6529)  loss_vfl_aux_5: 0.7345 (0.7382)  loss_vfl_dn_0: 0.4387 (0.4450)  loss_vfl_dn_1: 0.3750 (0.3797)  loss_vfl_dn_2: 0.3603 (0.3638)  loss_vfl_dn_3: 0.3522 (0.3567)  loss_vfl_dn_4: 0.3501 (0.3542)  loss_vfl_dn_5: 0.3490 (0.3535)  time: 0.4842  data: 0.0139  max mem: 5654
Epoch: [61]  [2100/7393]  eta: 0:43:20  lr: 0.000010  loss: 15.3094 (15.3005)  loss_bbox: 0.1354 (0.1465)  loss_bbox_aux_0: 0.1510 (0.1591)  loss_bbox_aux_1: 0.1450 (0.1518)  loss_bbox_aux_2: 0.1388 (0.1490)  loss_bbox_aux_3: 0.1356 (0.1472)  loss_bbox_aux_4: 0.1354 (0.1468)  loss_bbox_aux_5: 0.1762 (0.1930)  loss_bbox_dn_0: 0.2320 (0.2506)  loss_bbox_dn_1: 0.1655 (0.1821)  loss_bbox_dn_2: 0.1470 (0.1624)  loss_bbox_dn_3: 0.1425 (0.1567)  loss_bbox_dn_4: 0.1410 (0.1553)  loss_bbox_dn_5: 0.1411 (0.1553)  loss_giou: 0.4326 (0.4656)  loss_giou_aux_0: 0.4591 (0.4885)  loss_giou_aux_1: 0.4416 (0.4759)  loss_giou_aux_2: 0.4407 (0.4707)  loss_giou_aux_3: 0.4468 (0.4672)  loss_giou_aux_4: 0.4321 (0.4661)  loss_giou_aux_5: 0.5146 (0.5495)  loss_giou_dn_0: 0.5490 (0.5630)  loss_giou_dn_1: 0.4274 (0.4549)  loss_giou_dn_2: 0.3965 (0.4239)  loss_giou_dn_3: 0.3927 (0.4157)  loss_giou_dn_4: 0.3918 (0.4136)  loss_giou_dn_5: 0.3934 (0.4138)  loss_vfl: 0.6866 (0.6504)  loss_vfl_aux_0: 0.7364 (0.7456)  loss_vfl_aux_1: 0.6907 (0.6998)  loss_vfl_aux_2: 0.7035 (0.6750)  loss_vfl_aux_3: 0.6845 (0.6614)  loss_vfl_aux_4: 0.6894 (0.6535)  loss_vfl_aux_5: 0.7666 (0.7386)  loss_vfl_dn_0: 0.4423 (0.4449)  loss_vfl_dn_1: 0.3772 (0.3795)  loss_vfl_dn_2: 0.3632 (0.3636)  loss_vfl_dn_3: 0.3593 (0.3566)  loss_vfl_dn_4: 0.3562 (0.3541)  loss_vfl_dn_5: 0.3560 (0.3534)  time: 0.4876  data: 0.0141  max mem: 5654
Epoch: [61]  [2200/7393]  eta: 0:42:27  lr: 0.000010  loss: 15.0899 (15.2922)  loss_bbox: 0.1555 (0.1465)  loss_bbox_aux_0: 0.1675 (0.1589)  loss_bbox_aux_1: 0.1550 (0.1517)  loss_bbox_aux_2: 0.1519 (0.1490)  loss_bbox_aux_3: 0.1584 (0.1471)  loss_bbox_aux_4: 0.1545 (0.1467)  loss_bbox_aux_5: 0.1983 (0.1929)  loss_bbox_dn_0: 0.2496 (0.2507)  loss_bbox_dn_1: 0.1806 (0.1822)  loss_bbox_dn_2: 0.1662 (0.1624)  loss_bbox_dn_3: 0.1647 (0.1567)  loss_bbox_dn_4: 0.1642 (0.1553)  loss_bbox_dn_5: 0.1641 (0.1553)  loss_giou: 0.4316 (0.4649)  loss_giou_aux_0: 0.4601 (0.4878)  loss_giou_aux_1: 0.4429 (0.4753)  loss_giou_aux_2: 0.4332 (0.4700)  loss_giou_aux_3: 0.4367 (0.4664)  loss_giou_aux_4: 0.4321 (0.4654)  loss_giou_aux_5: 0.4964 (0.5490)  loss_giou_dn_0: 0.5214 (0.5624)  loss_giou_dn_1: 0.4133 (0.4544)  loss_giou_dn_2: 0.3819 (0.4234)  loss_giou_dn_3: 0.3749 (0.4152)  loss_giou_dn_4: 0.3738 (0.4131)  loss_giou_dn_5: 0.3737 (0.4133)  loss_vfl: 0.6503 (0.6504)  loss_vfl_aux_0: 0.7593 (0.7457)  loss_vfl_aux_1: 0.7171 (0.6998)  loss_vfl_aux_2: 0.7138 (0.6751)  loss_vfl_aux_3: 0.6894 (0.6617)  loss_vfl_aux_4: 0.6681 (0.6536)  loss_vfl_aux_5: 0.7356 (0.7386)  loss_vfl_dn_0: 0.4418 (0.4448)  loss_vfl_dn_1: 0.3803 (0.3794)  loss_vfl_dn_2: 0.3565 (0.3635)  loss_vfl_dn_3: 0.3465 (0.3564)  loss_vfl_dn_4: 0.3403 (0.3539)  loss_vfl_dn_5: 0.3393 (0.3532)  time: 0.4664  data: 0.0138  max mem: 5654
Epoch: [61]  [2300/7393]  eta: 0:41:36  lr: 0.000010  loss: 14.5621 (15.2956)  loss_bbox: 0.1337 (0.1467)  loss_bbox_aux_0: 0.1529 (0.1591)  loss_bbox_aux_1: 0.1502 (0.1519)  loss_bbox_aux_2: 0.1403 (0.1492)  loss_bbox_aux_3: 0.1347 (0.1472)  loss_bbox_aux_4: 0.1335 (0.1469)  loss_bbox_aux_5: 0.1891 (0.1930)  loss_bbox_dn_0: 0.2354 (0.2507)  loss_bbox_dn_1: 0.1654 (0.1822)  loss_bbox_dn_2: 0.1502 (0.1624)  loss_bbox_dn_3: 0.1437 (0.1567)  loss_bbox_dn_4: 0.1408 (0.1554)  loss_bbox_dn_5: 0.1408 (0.1554)  loss_giou: 0.3936 (0.4652)  loss_giou_aux_0: 0.4193 (0.4880)  loss_giou_aux_1: 0.3954 (0.4756)  loss_giou_aux_2: 0.3906 (0.4703)  loss_giou_aux_3: 0.3865 (0.4667)  loss_giou_aux_4: 0.3946 (0.4656)  loss_giou_aux_5: 0.4771 (0.5490)  loss_giou_dn_0: 0.5096 (0.5626)  loss_giou_dn_1: 0.4008 (0.4545)  loss_giou_dn_2: 0.3735 (0.4235)  loss_giou_dn_3: 0.3668 (0.4154)  loss_giou_dn_4: 0.3636 (0.4132)  loss_giou_dn_5: 0.3636 (0.4134)  loss_vfl: 0.6445 (0.6504)  loss_vfl_aux_0: 0.7370 (0.7457)  loss_vfl_aux_1: 0.6843 (0.6996)  loss_vfl_aux_2: 0.6695 (0.6750)  loss_vfl_aux_3: 0.6477 (0.6617)  loss_vfl_aux_4: 0.6435 (0.6537)  loss_vfl_aux_5: 0.7421 (0.7387)  loss_vfl_dn_0: 0.4378 (0.4448)  loss_vfl_dn_1: 0.3688 (0.3793)  loss_vfl_dn_2: 0.3564 (0.3635)  loss_vfl_dn_3: 0.3476 (0.3564)  loss_vfl_dn_4: 0.3443 (0.3539)  loss_vfl_dn_5: 0.3447 (0.3532)  time: 0.4785  data: 0.0140  max mem: 5654
Epoch: [61]  [2400/7393]  eta: 0:41:00  lr: 0.000010  loss: 15.4963 (15.3077)  loss_bbox: 0.1545 (0.1470)  loss_bbox_aux_0: 0.1606 (0.1594)  loss_bbox_aux_1: 0.1535 (0.1522)  loss_bbox_aux_2: 0.1558 (0.1495)  loss_bbox_aux_3: 0.1494 (0.1475)  loss_bbox_aux_4: 0.1526 (0.1471)  loss_bbox_aux_5: 0.1931 (0.1933)  loss_bbox_dn_0: 0.2596 (0.2511)  loss_bbox_dn_1: 0.1820 (0.1825)  loss_bbox_dn_2: 0.1614 (0.1627)  loss_bbox_dn_3: 0.1566 (0.1570)  loss_bbox_dn_4: 0.1562 (0.1556)  loss_bbox_dn_5: 0.1562 (0.1556)  loss_giou: 0.4565 (0.4655)  loss_giou_aux_0: 0.4616 (0.4883)  loss_giou_aux_1: 0.4656 (0.4758)  loss_giou_aux_2: 0.4461 (0.4707)  loss_giou_aux_3: 0.4561 (0.4670)  loss_giou_aux_4: 0.4509 (0.4659)  loss_giou_aux_5: 0.5346 (0.5493)  loss_giou_dn_0: 0.5742 (0.5628)  loss_giou_dn_1: 0.4630 (0.4549)  loss_giou_dn_2: 0.4277 (0.4239)  loss_giou_dn_3: 0.4156 (0.4157)  loss_giou_dn_4: 0.4149 (0.4136)  loss_giou_dn_5: 0.4151 (0.4138)  loss_vfl: 0.6597 (0.6510)  loss_vfl_aux_0: 0.7710 (0.7462)  loss_vfl_aux_1: 0.7303 (0.7004)  loss_vfl_aux_2: 0.7002 (0.6755)  loss_vfl_aux_3: 0.6645 (0.6622)  loss_vfl_aux_4: 0.6646 (0.6542)  loss_vfl_aux_5: 0.7859 (0.7391)  loss_vfl_dn_0: 0.4463 (0.4448)  loss_vfl_dn_1: 0.3841 (0.3793)  loss_vfl_dn_2: 0.3682 (0.3636)  loss_vfl_dn_3: 0.3625 (0.3564)  loss_vfl_dn_4: 0.3596 (0.3539)  loss_vfl_dn_5: 0.3589 (0.3532)  time: 0.4778  data: 0.0141  max mem: 5654
Epoch: [61]  [2500/7393]  eta: 0:40:10  lr: 0.000010  loss: 15.2000 (15.3104)  loss_bbox: 0.1403 (0.1470)  loss_bbox_aux_0: 0.1550 (0.1594)  loss_bbox_aux_1: 0.1472 (0.1523)  loss_bbox_aux_2: 0.1410 (0.1496)  loss_bbox_aux_3: 0.1426 (0.1475)  loss_bbox_aux_4: 0.1410 (0.1472)  loss_bbox_aux_5: 0.1887 (0.1933)  loss_bbox_dn_0: 0.2654 (0.2512)  loss_bbox_dn_1: 0.1877 (0.1826)  loss_bbox_dn_2: 0.1623 (0.1628)  loss_bbox_dn_3: 0.1607 (0.1571)  loss_bbox_dn_4: 0.1597 (0.1557)  loss_bbox_dn_5: 0.1597 (0.1557)  loss_giou: 0.4387 (0.4654)  loss_giou_aux_0: 0.4674 (0.4881)  loss_giou_aux_1: 0.4435 (0.4757)  loss_giou_aux_2: 0.4272 (0.4705)  loss_giou_aux_3: 0.4444 (0.4668)  loss_giou_aux_4: 0.4389 (0.4658)  loss_giou_aux_5: 0.4897 (0.5490)  loss_giou_dn_0: 0.5439 (0.5627)  loss_giou_dn_1: 0.4365 (0.4548)  loss_giou_dn_2: 0.4050 (0.4238)  loss_giou_dn_3: 0.3955 (0.4156)  loss_giou_dn_4: 0.3941 (0.4135)  loss_giou_dn_5: 0.3942 (0.4137)  loss_vfl: 0.6535 (0.6513)  loss_vfl_aux_0: 0.7346 (0.7468)  loss_vfl_aux_1: 0.6900 (0.7006)  loss_vfl_aux_2: 0.6800 (0.6758)  loss_vfl_aux_3: 0.6673 (0.6627)  loss_vfl_aux_4: 0.6588 (0.6547)  loss_vfl_aux_5: 0.7464 (0.7397)  loss_vfl_dn_0: 0.4457 (0.4449)  loss_vfl_dn_1: 0.3802 (0.3795)  loss_vfl_dn_2: 0.3644 (0.3637)  loss_vfl_dn_3: 0.3566 (0.3566)  loss_vfl_dn_4: 0.3572 (0.3541)  loss_vfl_dn_5: 0.3557 (0.3534)  time: 0.4828  data: 0.0140  max mem: 5654
Epoch: [61]  [2600/7393]  eta: 0:39:19  lr: 0.000010  loss: 15.3928 (15.3031)  loss_bbox: 0.1384 (0.1469)  loss_bbox_aux_0: 0.1462 (0.1593)  loss_bbox_aux_1: 0.1466 (0.1521)  loss_bbox_aux_2: 0.1436 (0.1495)  loss_bbox_aux_3: 0.1404 (0.1474)  loss_bbox_aux_4: 0.1408 (0.1470)  loss_bbox_aux_5: 0.1871 (0.1933)  loss_bbox_dn_0: 0.2301 (0.2512)  loss_bbox_dn_1: 0.1601 (0.1826)  loss_bbox_dn_2: 0.1382 (0.1627)  loss_bbox_dn_3: 0.1327 (0.1570)  loss_bbox_dn_4: 0.1272 (0.1556)  loss_bbox_dn_5: 0.1272 (0.1556)  loss_giou: 0.4597 (0.4649)  loss_giou_aux_0: 0.4801 (0.4875)  loss_giou_aux_1: 0.4678 (0.4752)  loss_giou_aux_2: 0.4688 (0.4699)  loss_giou_aux_3: 0.4642 (0.4663)  loss_giou_aux_4: 0.4615 (0.4653)  loss_giou_aux_5: 0.5471 (0.5485)  loss_giou_dn_0: 0.5707 (0.5620)  loss_giou_dn_1: 0.4629 (0.4542)  loss_giou_dn_2: 0.4338 (0.4231)  loss_giou_dn_3: 0.4146 (0.4149)  loss_giou_dn_4: 0.4119 (0.4128)  loss_giou_dn_5: 0.4120 (0.4130)  loss_vfl: 0.6239 (0.6514)  loss_vfl_aux_0: 0.7362 (0.7475)  loss_vfl_aux_1: 0.7021 (0.7010)  loss_vfl_aux_2: 0.6598 (0.6762)  loss_vfl_aux_3: 0.6318 (0.6629)  loss_vfl_aux_4: 0.6386 (0.6548)  loss_vfl_aux_5: 0.7143 (0.7402)  loss_vfl_dn_0: 0.4422 (0.4449)  loss_vfl_dn_1: 0.3749 (0.3794)  loss_vfl_dn_2: 0.3589 (0.3635)  loss_vfl_dn_3: 0.3527 (0.3564)  loss_vfl_dn_4: 0.3513 (0.3539)  loss_vfl_dn_5: 0.3507 (0.3532)  time: 0.4756  data: 0.0141  max mem: 5654
Epoch: [61]  [2700/7393]  eta: 0:38:28  lr: 0.000010  loss: 15.1670 (15.3050)  loss_bbox: 0.1520 (0.1468)  loss_bbox_aux_0: 0.1547 (0.1593)  loss_bbox_aux_1: 0.1535 (0.1521)  loss_bbox_aux_2: 0.1515 (0.1494)  loss_bbox_aux_3: 0.1510 (0.1474)  loss_bbox_aux_4: 0.1484 (0.1470)  loss_bbox_aux_5: 0.1962 (0.1934)  loss_bbox_dn_0: 0.2536 (0.2510)  loss_bbox_dn_1: 0.1852 (0.1824)  loss_bbox_dn_2: 0.1644 (0.1626)  loss_bbox_dn_3: 0.1579 (0.1568)  loss_bbox_dn_4: 0.1567 (0.1555)  loss_bbox_dn_5: 0.1570 (0.1555)  loss_giou: 0.4210 (0.4654)  loss_giou_aux_0: 0.4404 (0.4881)  loss_giou_aux_1: 0.4360 (0.4757)  loss_giou_aux_2: 0.4313 (0.4704)  loss_giou_aux_3: 0.4229 (0.4668)  loss_giou_aux_4: 0.4205 (0.4658)  loss_giou_aux_5: 0.4997 (0.5489)  loss_giou_dn_0: 0.5497 (0.5621)  loss_giou_dn_1: 0.4350 (0.4543)  loss_giou_dn_2: 0.4068 (0.4233)  loss_giou_dn_3: 0.3999 (0.4151)  loss_giou_dn_4: 0.3970 (0.4129)  loss_giou_dn_5: 0.3968 (0.4131)  loss_vfl: 0.6444 (0.6511)  loss_vfl_aux_0: 0.7262 (0.7475)  loss_vfl_aux_1: 0.6658 (0.7009)  loss_vfl_aux_2: 0.6553 (0.6759)  loss_vfl_aux_3: 0.6569 (0.6626)  loss_vfl_aux_4: 0.6502 (0.6546)  loss_vfl_aux_5: 0.7320 (0.7399)  loss_vfl_dn_0: 0.4433 (0.4450)  loss_vfl_dn_1: 0.3760 (0.3794)  loss_vfl_dn_2: 0.3594 (0.3635)  loss_vfl_dn_3: 0.3529 (0.3564)  loss_vfl_dn_4: 0.3507 (0.3539)  loss_vfl_dn_5: 0.3478 (0.3532)  time: 0.4829  data: 0.0140  max mem: 5654
Epoch: [61]  [2800/7393]  eta: 0:37:38  lr: 0.000010  loss: 15.4518 (15.2941)  loss_bbox: 0.1391 (0.1468)  loss_bbox_aux_0: 0.1475 (0.1592)  loss_bbox_aux_1: 0.1427 (0.1521)  loss_bbox_aux_2: 0.1481 (0.1495)  loss_bbox_aux_3: 0.1467 (0.1475)  loss_bbox_aux_4: 0.1386 (0.1470)  loss_bbox_aux_5: 0.1904 (0.1934)  loss_bbox_dn_0: 0.2235 (0.2510)  loss_bbox_dn_1: 0.1668 (0.1824)  loss_bbox_dn_2: 0.1436 (0.1625)  loss_bbox_dn_3: 0.1362 (0.1567)  loss_bbox_dn_4: 0.1350 (0.1553)  loss_bbox_dn_5: 0.1348 (0.1553)  loss_giou: 0.4212 (0.4646)  loss_giou_aux_0: 0.4491 (0.4872)  loss_giou_aux_1: 0.4329 (0.4749)  loss_giou_aux_2: 0.4297 (0.4696)  loss_giou_aux_3: 0.4218 (0.4660)  loss_giou_aux_4: 0.4237 (0.4650)  loss_giou_aux_5: 0.5109 (0.5481)  loss_giou_dn_0: 0.5397 (0.5615)  loss_giou_dn_1: 0.4427 (0.4537)  loss_giou_dn_2: 0.4028 (0.4226)  loss_giou_dn_3: 0.3945 (0.4144)  loss_giou_dn_4: 0.3925 (0.4123)  loss_giou_dn_5: 0.3925 (0.4125)  loss_vfl: 0.6164 (0.6508)  loss_vfl_aux_0: 0.7331 (0.7477)  loss_vfl_aux_1: 0.6795 (0.7009)  loss_vfl_aux_2: 0.6584 (0.6759)  loss_vfl_aux_3: 0.6347 (0.6625)  loss_vfl_aux_4: 0.6261 (0.6544)  loss_vfl_aux_5: 0.7263 (0.7401)  loss_vfl_dn_0: 0.4391 (0.4449)  loss_vfl_dn_1: 0.3710 (0.3793)  loss_vfl_dn_2: 0.3560 (0.3634)  loss_vfl_dn_3: 0.3524 (0.3563)  loss_vfl_dn_4: 0.3483 (0.3538)  loss_vfl_dn_5: 0.3498 (0.3531)  time: 0.4787  data: 0.0134  max mem: 5654
Epoch: [61]  [2900/7393]  eta: 0:36:58  lr: 0.000010  loss: 15.1225 (15.2973)  loss_bbox: 0.1210 (0.1469)  loss_bbox_aux_0: 0.1316 (0.1593)  loss_bbox_aux_1: 0.1317 (0.1522)  loss_bbox_aux_2: 0.1268 (0.1496)  loss_bbox_aux_3: 0.1229 (0.1476)  loss_bbox_aux_4: 0.1209 (0.1470)  loss_bbox_aux_5: 0.1658 (0.1935)  loss_bbox_dn_0: 0.2050 (0.2512)  loss_bbox_dn_1: 0.1427 (0.1826)  loss_bbox_dn_2: 0.1282 (0.1627)  loss_bbox_dn_3: 0.1226 (0.1569)  loss_bbox_dn_4: 0.1202 (0.1555)  loss_bbox_dn_5: 0.1201 (0.1555)  loss_giou: 0.4558 (0.4645)  loss_giou_aux_0: 0.4890 (0.4871)  loss_giou_aux_1: 0.4834 (0.4748)  loss_giou_aux_2: 0.4745 (0.4694)  loss_giou_aux_3: 0.4693 (0.4659)  loss_giou_aux_4: 0.4653 (0.4648)  loss_giou_aux_5: 0.5428 (0.5480)  loss_giou_dn_0: 0.5377 (0.5615)  loss_giou_dn_1: 0.4280 (0.4537)  loss_giou_dn_2: 0.4063 (0.4226)  loss_giou_dn_3: 0.4036 (0.4144)  loss_giou_dn_4: 0.4090 (0.4123)  loss_giou_dn_5: 0.4091 (0.4125)  loss_vfl: 0.6463 (0.6511)  loss_vfl_aux_0: 0.7123 (0.7481)  loss_vfl_aux_1: 0.6691 (0.7011)  loss_vfl_aux_2: 0.6678 (0.6763)  loss_vfl_aux_3: 0.6499 (0.6628)  loss_vfl_aux_4: 0.6523 (0.6547)  loss_vfl_aux_5: 0.7371 (0.7402)  loss_vfl_dn_0: 0.4420 (0.4450)  loss_vfl_dn_1: 0.3724 (0.3794)  loss_vfl_dn_2: 0.3594 (0.3635)  loss_vfl_dn_3: 0.3553 (0.3563)  loss_vfl_dn_4: 0.3517 (0.3538)  loss_vfl_dn_5: 0.3502 (0.3531)  time: 0.4794  data: 0.0143  max mem: 5654
Epoch: [61]  [3000/7393]  eta: 0:36:07  lr: 0.000010  loss: 15.3171 (15.3027)  loss_bbox: 0.1438 (0.1471)  loss_bbox_aux_0: 0.1610 (0.1594)  loss_bbox_aux_1: 0.1433 (0.1524)  loss_bbox_aux_2: 0.1564 (0.1497)  loss_bbox_aux_3: 0.1579 (0.1478)  loss_bbox_aux_4: 0.1528 (0.1472)  loss_bbox_aux_5: 0.1982 (0.1936)  loss_bbox_dn_0: 0.2595 (0.2514)  loss_bbox_dn_1: 0.1878 (0.1827)  loss_bbox_dn_2: 0.1630 (0.1628)  loss_bbox_dn_3: 0.1558 (0.1570)  loss_bbox_dn_4: 0.1563 (0.1556)  loss_bbox_dn_5: 0.1564 (0.1556)  loss_giou: 0.4326 (0.4648)  loss_giou_aux_0: 0.4491 (0.4873)  loss_giou_aux_1: 0.4196 (0.4750)  loss_giou_aux_2: 0.4263 (0.4696)  loss_giou_aux_3: 0.4322 (0.4661)  loss_giou_aux_4: 0.4304 (0.4651)  loss_giou_aux_5: 0.5106 (0.5481)  loss_giou_dn_0: 0.5464 (0.5616)  loss_giou_dn_1: 0.4405 (0.4538)  loss_giou_dn_2: 0.4156 (0.4227)  loss_giou_dn_3: 0.4068 (0.4145)  loss_giou_dn_4: 0.4032 (0.4124)  loss_giou_dn_5: 0.4033 (0.4126)  loss_vfl: 0.6592 (0.6511)  loss_vfl_aux_0: 0.7456 (0.7483)  loss_vfl_aux_1: 0.7318 (0.7013)  loss_vfl_aux_2: 0.6889 (0.6765)  loss_vfl_aux_3: 0.6807 (0.6628)  loss_vfl_aux_4: 0.6666 (0.6547)  loss_vfl_aux_5: 0.7512 (0.7405)  loss_vfl_dn_0: 0.4515 (0.4450)  loss_vfl_dn_1: 0.3734 (0.3795)  loss_vfl_dn_2: 0.3643 (0.3636)  loss_vfl_dn_3: 0.3527 (0.3564)  loss_vfl_dn_4: 0.3517 (0.3539)  loss_vfl_dn_5: 0.3510 (0.3532)  time: 0.4744  data: 0.0138  max mem: 5654
Epoch: [61]  [3100/7393]  eta: 0:35:24  lr: 0.000010  loss: 15.0172 (15.3028)  loss_bbox: 0.1354 (0.1471)  loss_bbox_aux_0: 0.1498 (0.1595)  loss_bbox_aux_1: 0.1464 (0.1525)  loss_bbox_aux_2: 0.1402 (0.1498)  loss_bbox_aux_3: 0.1441 (0.1478)  loss_bbox_aux_4: 0.1387 (0.1473)  loss_bbox_aux_5: 0.1768 (0.1938)  loss_bbox_dn_0: 0.2470 (0.2517)  loss_bbox_dn_1: 0.1790 (0.1830)  loss_bbox_dn_2: 0.1606 (0.1630)  loss_bbox_dn_3: 0.1555 (0.1572)  loss_bbox_dn_4: 0.1571 (0.1558)  loss_bbox_dn_5: 0.1571 (0.1558)  loss_giou: 0.4361 (0.4644)  loss_giou_aux_0: 0.4487 (0.4870)  loss_giou_aux_1: 0.4398 (0.4747)  loss_giou_aux_2: 0.4471 (0.4694)  loss_giou_aux_3: 0.4407 (0.4658)  loss_giou_aux_4: 0.4388 (0.4648)  loss_giou_aux_5: 0.5098 (0.5479)  loss_giou_dn_0: 0.5295 (0.5615)  loss_giou_dn_1: 0.4181 (0.4536)  loss_giou_dn_2: 0.3870 (0.4225)  loss_giou_dn_3: 0.3829 (0.4143)  loss_giou_dn_4: 0.3819 (0.4122)  loss_giou_dn_5: 0.3816 (0.4124)  loss_vfl: 0.6473 (0.6513)  loss_vfl_aux_0: 0.7243 (0.7485)  loss_vfl_aux_1: 0.6775 (0.7014)  loss_vfl_aux_2: 0.6485 (0.6766)  loss_vfl_aux_3: 0.6378 (0.6630)  loss_vfl_aux_4: 0.6453 (0.6549)  loss_vfl_aux_5: 0.7216 (0.7406)  loss_vfl_dn_0: 0.4479 (0.4450)  loss_vfl_dn_1: 0.3862 (0.3796)  loss_vfl_dn_2: 0.3655 (0.3636)  loss_vfl_dn_3: 0.3579 (0.3564)  loss_vfl_dn_4: 0.3571 (0.3539)  loss_vfl_dn_5: 0.3546 (0.3532)  time: 0.4889  data: 0.0138  max mem: 5654
Epoch: [61]  [3200/7393]  eta: 0:34:34  lr: 0.000010  loss: 15.4810 (15.3097)  loss_bbox: 0.1613 (0.1475)  loss_bbox_aux_0: 0.1726 (0.1598)  loss_bbox_aux_1: 0.1708 (0.1528)  loss_bbox_aux_2: 0.1612 (0.1502)  loss_bbox_aux_3: 0.1614 (0.1482)  loss_bbox_aux_4: 0.1591 (0.1476)  loss_bbox_aux_5: 0.2120 (0.1942)  loss_bbox_dn_0: 0.2725 (0.2523)  loss_bbox_dn_1: 0.2000 (0.1835)  loss_bbox_dn_2: 0.1780 (0.1634)  loss_bbox_dn_3: 0.1756 (0.1576)  loss_bbox_dn_4: 0.1727 (0.1562)  loss_bbox_dn_5: 0.1726 (0.1562)  loss_giou: 0.4706 (0.4646)  loss_giou_aux_0: 0.4748 (0.4871)  loss_giou_aux_1: 0.4703 (0.4749)  loss_giou_aux_2: 0.4709 (0.4695)  loss_giou_aux_3: 0.4637 (0.4659)  loss_giou_aux_4: 0.4704 (0.4649)  loss_giou_aux_5: 0.5444 (0.5480)  loss_giou_dn_0: 0.5615 (0.5617)  loss_giou_dn_1: 0.4465 (0.4538)  loss_giou_dn_2: 0.4123 (0.4227)  loss_giou_dn_3: 0.4072 (0.4145)  loss_giou_dn_4: 0.4043 (0.4123)  loss_giou_dn_5: 0.4045 (0.4125)  loss_vfl: 0.6437 (0.6513)  loss_vfl_aux_0: 0.7545 (0.7486)  loss_vfl_aux_1: 0.6886 (0.7014)  loss_vfl_aux_2: 0.6817 (0.6765)  loss_vfl_aux_3: 0.6692 (0.6630)  loss_vfl_aux_4: 0.6507 (0.6549)  loss_vfl_aux_5: 0.7301 (0.7405)  loss_vfl_dn_0: 0.4432 (0.4450)  loss_vfl_dn_1: 0.3798 (0.3796)  loss_vfl_dn_2: 0.3648 (0.3636)  loss_vfl_dn_3: 0.3587 (0.3564)  loss_vfl_dn_4: 0.3558 (0.3539)  loss_vfl_dn_5: 0.3558 (0.3532)  time: 0.4951  data: 0.0144  max mem: 5654
Epoch: [61]  [3300/7393]  eta: 0:33:42  lr: 0.000010  loss: 15.3219 (15.3114)  loss_bbox: 0.1487 (0.1475)  loss_bbox_aux_0: 0.1684 (0.1599)  loss_bbox_aux_1: 0.1691 (0.1529)  loss_bbox_aux_2: 0.1645 (0.1502)  loss_bbox_aux_3: 0.1537 (0.1482)  loss_bbox_aux_4: 0.1504 (0.1476)  loss_bbox_aux_5: 0.1982 (0.1942)  loss_bbox_dn_0: 0.2479 (0.2525)  loss_bbox_dn_1: 0.1846 (0.1835)  loss_bbox_dn_2: 0.1555 (0.1635)  loss_bbox_dn_3: 0.1477 (0.1576)  loss_bbox_dn_4: 0.1457 (0.1563)  loss_bbox_dn_5: 0.1458 (0.1563)  loss_giou: 0.4332 (0.4647)  loss_giou_aux_0: 0.4560 (0.4872)  loss_giou_aux_1: 0.4496 (0.4750)  loss_giou_aux_2: 0.4370 (0.4696)  loss_giou_aux_3: 0.4355 (0.4661)  loss_giou_aux_4: 0.4327 (0.4651)  loss_giou_aux_5: 0.5282 (0.5481)  loss_giou_dn_0: 0.5563 (0.5617)  loss_giou_dn_1: 0.4366 (0.4538)  loss_giou_dn_2: 0.4004 (0.4227)  loss_giou_dn_3: 0.3848 (0.4144)  loss_giou_dn_4: 0.3812 (0.4123)  loss_giou_dn_5: 0.3813 (0.4125)  loss_vfl: 0.6749 (0.6513)  loss_vfl_aux_0: 0.7750 (0.7487)  loss_vfl_aux_1: 0.7179 (0.7015)  loss_vfl_aux_2: 0.6864 (0.6766)  loss_vfl_aux_3: 0.6848 (0.6631)  loss_vfl_aux_4: 0.6694 (0.6550)  loss_vfl_aux_5: 0.7540 (0.7404)  loss_vfl_dn_0: 0.4469 (0.4450)  loss_vfl_dn_1: 0.3822 (0.3795)  loss_vfl_dn_2: 0.3641 (0.3636)  loss_vfl_dn_3: 0.3575 (0.3564)  loss_vfl_dn_4: 0.3517 (0.3539)  loss_vfl_dn_5: 0.3513 (0.3531)  time: 0.4846  data: 0.0144  max mem: 5654
Epoch: [61]  [3400/7393]  eta: 0:32:51  lr: 0.000010  loss: 15.1441 (15.3120)  loss_bbox: 0.1553 (0.1476)  loss_bbox_aux_0: 0.1534 (0.1600)  loss_bbox_aux_1: 0.1511 (0.1530)  loss_bbox_aux_2: 0.1540 (0.1503)  loss_bbox_aux_3: 0.1491 (0.1483)  loss_bbox_aux_4: 0.1492 (0.1477)  loss_bbox_aux_5: 0.1865 (0.1942)  loss_bbox_dn_0: 0.2555 (0.2526)  loss_bbox_dn_1: 0.1874 (0.1836)  loss_bbox_dn_2: 0.1625 (0.1635)  loss_bbox_dn_3: 0.1549 (0.1577)  loss_bbox_dn_4: 0.1537 (0.1563)  loss_bbox_dn_5: 0.1537 (0.1563)  loss_giou: 0.4508 (0.4647)  loss_giou_aux_0: 0.4719 (0.4871)  loss_giou_aux_1: 0.4608 (0.4749)  loss_giou_aux_2: 0.4576 (0.4695)  loss_giou_aux_3: 0.4572 (0.4660)  loss_giou_aux_4: 0.4574 (0.4650)  loss_giou_aux_5: 0.5266 (0.5481)  loss_giou_dn_0: 0.5624 (0.5617)  loss_giou_dn_1: 0.4554 (0.4537)  loss_giou_dn_2: 0.4364 (0.4226)  loss_giou_dn_3: 0.4338 (0.4144)  loss_giou_dn_4: 0.4347 (0.4122)  loss_giou_dn_5: 0.4351 (0.4124)  loss_vfl: 0.6588 (0.6512)  loss_vfl_aux_0: 0.7752 (0.7488)  loss_vfl_aux_1: 0.7046 (0.7017)  loss_vfl_aux_2: 0.6801 (0.6768)  loss_vfl_aux_3: 0.6735 (0.6632)  loss_vfl_aux_4: 0.6670 (0.6550)  loss_vfl_aux_5: 0.7415 (0.7404)  loss_vfl_dn_0: 0.4468 (0.4450)  loss_vfl_dn_1: 0.3840 (0.3795)  loss_vfl_dn_2: 0.3675 (0.3636)  loss_vfl_dn_3: 0.3631 (0.3564)  loss_vfl_dn_4: 0.3602 (0.3539)  loss_vfl_dn_5: 0.3590 (0.3531)  time: 0.4855  data: 0.0139  max mem: 5654
Epoch: [61]  [3500/7393]  eta: 0:32:00  lr: 0.000010  loss: 15.5065 (15.3145)  loss_bbox: 0.1352 (0.1476)  loss_bbox_aux_0: 0.1459 (0.1599)  loss_bbox_aux_1: 0.1458 (0.1529)  loss_bbox_aux_2: 0.1416 (0.1502)  loss_bbox_aux_3: 0.1432 (0.1483)  loss_bbox_aux_4: 0.1335 (0.1476)  loss_bbox_aux_5: 0.1801 (0.1942)  loss_bbox_dn_0: 0.2344 (0.2527)  loss_bbox_dn_1: 0.1742 (0.1837)  loss_bbox_dn_2: 0.1529 (0.1636)  loss_bbox_dn_3: 0.1440 (0.1578)  loss_bbox_dn_4: 0.1409 (0.1564)  loss_bbox_dn_5: 0.1409 (0.1564)  loss_giou: 0.4742 (0.4646)  loss_giou_aux_0: 0.5014 (0.4870)  loss_giou_aux_1: 0.4903 (0.4748)  loss_giou_aux_2: 0.4789 (0.4694)  loss_giou_aux_3: 0.4759 (0.4659)  loss_giou_aux_4: 0.4697 (0.4649)  loss_giou_aux_5: 0.5541 (0.5480)  loss_giou_dn_0: 0.5834 (0.5617)  loss_giou_dn_1: 0.4745 (0.4538)  loss_giou_dn_2: 0.4439 (0.4227)  loss_giou_dn_3: 0.4395 (0.4145)  loss_giou_dn_4: 0.4367 (0.4123)  loss_giou_dn_5: 0.4366 (0.4125)  loss_vfl: 0.6659 (0.6516)  loss_vfl_aux_0: 0.7628 (0.7492)  loss_vfl_aux_1: 0.7061 (0.7020)  loss_vfl_aux_2: 0.6892 (0.6772)  loss_vfl_aux_3: 0.6637 (0.6635)  loss_vfl_aux_4: 0.6630 (0.6554)  loss_vfl_aux_5: 0.7569 (0.7408)  loss_vfl_dn_0: 0.4495 (0.4450)  loss_vfl_dn_1: 0.3816 (0.3795)  loss_vfl_dn_2: 0.3651 (0.3636)  loss_vfl_dn_3: 0.3598 (0.3564)  loss_vfl_dn_4: 0.3577 (0.3539)  loss_vfl_dn_5: 0.3588 (0.3531)  time: 0.4748  data: 0.0143  max mem: 5654
Epoch: [61]  [3600/7393]  eta: 0:31:09  lr: 0.000010  loss: 14.7573 (15.3154)  loss_bbox: 0.1432 (0.1477)  loss_bbox_aux_0: 0.1526 (0.1600)  loss_bbox_aux_1: 0.1535 (0.1530)  loss_bbox_aux_2: 0.1472 (0.1504)  loss_bbox_aux_3: 0.1431 (0.1484)  loss_bbox_aux_4: 0.1431 (0.1478)  loss_bbox_aux_5: 0.1844 (0.1943)  loss_bbox_dn_0: 0.2333 (0.2528)  loss_bbox_dn_1: 0.1675 (0.1838)  loss_bbox_dn_2: 0.1472 (0.1637)  loss_bbox_dn_3: 0.1417 (0.1579)  loss_bbox_dn_4: 0.1393 (0.1565)  loss_bbox_dn_5: 0.1393 (0.1565)  loss_giou: 0.4142 (0.4645)  loss_giou_aux_0: 0.4480 (0.4869)  loss_giou_aux_1: 0.4269 (0.4747)  loss_giou_aux_2: 0.4227 (0.4692)  loss_giou_aux_3: 0.4174 (0.4657)  loss_giou_aux_4: 0.4188 (0.4648)  loss_giou_aux_5: 0.5200 (0.5478)  loss_giou_dn_0: 0.5163 (0.5616)  loss_giou_dn_1: 0.4051 (0.4537)  loss_giou_dn_2: 0.3777 (0.4226)  loss_giou_dn_3: 0.3680 (0.4144)  loss_giou_dn_4: 0.3673 (0.4122)  loss_giou_dn_5: 0.3673 (0.4124)  loss_vfl: 0.6200 (0.6517)  loss_vfl_aux_0: 0.7208 (0.7492)  loss_vfl_aux_1: 0.6762 (0.7020)  loss_vfl_aux_2: 0.6471 (0.6774)  loss_vfl_aux_3: 0.6301 (0.6637)  loss_vfl_aux_4: 0.6266 (0.6555)  loss_vfl_aux_5: 0.7230 (0.7408)  loss_vfl_dn_0: 0.4453 (0.4450)  loss_vfl_dn_1: 0.3800 (0.3795)  loss_vfl_dn_2: 0.3655 (0.3636)  loss_vfl_dn_3: 0.3568 (0.3564)  loss_vfl_dn_4: 0.3546 (0.3539)  loss_vfl_dn_5: 0.3546 (0.3532)  time: 0.4815  data: 0.0145  max mem: 5654
Epoch: [61]  [3700/7393]  eta: 0:30:19  lr: 0.000010  loss: 15.1678 (15.3115)  loss_bbox: 0.1647 (0.1478)  loss_bbox_aux_0: 0.1719 (0.1602)  loss_bbox_aux_1: 0.1644 (0.1531)  loss_bbox_aux_2: 0.1637 (0.1505)  loss_bbox_aux_3: 0.1608 (0.1485)  loss_bbox_aux_4: 0.1629 (0.1479)  loss_bbox_aux_5: 0.2120 (0.1945)  loss_bbox_dn_0: 0.2788 (0.2531)  loss_bbox_dn_1: 0.2037 (0.1841)  loss_bbox_dn_2: 0.1840 (0.1640)  loss_bbox_dn_3: 0.1788 (0.1581)  loss_bbox_dn_4: 0.1792 (0.1567)  loss_bbox_dn_5: 0.1791 (0.1567)  loss_giou: 0.3920 (0.4638)  loss_giou_aux_0: 0.4412 (0.4862)  loss_giou_aux_1: 0.4058 (0.4739)  loss_giou_aux_2: 0.3960 (0.4685)  loss_giou_aux_3: 0.3860 (0.4650)  loss_giou_aux_4: 0.3916 (0.4641)  loss_giou_aux_5: 0.4993 (0.5472)  loss_giou_dn_0: 0.5612 (0.5612)  loss_giou_dn_1: 0.4513 (0.4533)  loss_giou_dn_2: 0.4169 (0.4222)  loss_giou_dn_3: 0.4102 (0.4139)  loss_giou_dn_4: 0.4084 (0.4118)  loss_giou_dn_5: 0.4084 (0.4120)  loss_vfl: 0.6282 (0.6519)  loss_vfl_aux_0: 0.7591 (0.7494)  loss_vfl_aux_1: 0.6985 (0.7023)  loss_vfl_aux_2: 0.6651 (0.6776)  loss_vfl_aux_3: 0.6669 (0.6639)  loss_vfl_aux_4: 0.6454 (0.6557)  loss_vfl_aux_5: 0.7454 (0.7409)  loss_vfl_dn_0: 0.4418 (0.4450)  loss_vfl_dn_1: 0.3744 (0.3795)  loss_vfl_dn_2: 0.3599 (0.3636)  loss_vfl_dn_3: 0.3561 (0.3564)  loss_vfl_dn_4: 0.3550 (0.3538)  loss_vfl_dn_5: 0.3554 (0.3531)  time: 0.4840  data: 0.0138  max mem: 5654
Epoch: [61]  [3800/7393]  eta: 0:29:29  lr: 0.000010  loss: 14.5594 (15.3099)  loss_bbox: 0.1275 (0.1477)  loss_bbox_aux_0: 0.1401 (0.1600)  loss_bbox_aux_1: 0.1320 (0.1529)  loss_bbox_aux_2: 0.1310 (0.1502)  loss_bbox_aux_3: 0.1285 (0.1483)  loss_bbox_aux_4: 0.1267 (0.1477)  loss_bbox_aux_5: 0.1715 (0.1943)  loss_bbox_dn_0: 0.2266 (0.2529)  loss_bbox_dn_1: 0.1628 (0.1839)  loss_bbox_dn_2: 0.1424 (0.1638)  loss_bbox_dn_3: 0.1375 (0.1579)  loss_bbox_dn_4: 0.1370 (0.1565)  loss_bbox_dn_5: 0.1370 (0.1565)  loss_giou: 0.4511 (0.4640)  loss_giou_aux_0: 0.4724 (0.4863)  loss_giou_aux_1: 0.4601 (0.4740)  loss_giou_aux_2: 0.4585 (0.4686)  loss_giou_aux_3: 0.4552 (0.4651)  loss_giou_aux_4: 0.4514 (0.4642)  loss_giou_aux_5: 0.5397 (0.5474)  loss_giou_dn_0: 0.5744 (0.5614)  loss_giou_dn_1: 0.4535 (0.4534)  loss_giou_dn_2: 0.4226 (0.4223)  loss_giou_dn_3: 0.4105 (0.4141)  loss_giou_dn_4: 0.4081 (0.4119)  loss_giou_dn_5: 0.4081 (0.4121)  loss_vfl: 0.6377 (0.6517)  loss_vfl_aux_0: 0.7082 (0.7492)  loss_vfl_aux_1: 0.6614 (0.7022)  loss_vfl_aux_2: 0.6464 (0.6775)  loss_vfl_aux_3: 0.6399 (0.6639)  loss_vfl_aux_4: 0.6415 (0.6556)  loss_vfl_aux_5: 0.7151 (0.7407)  loss_vfl_dn_0: 0.4387 (0.4450)  loss_vfl_dn_1: 0.3809 (0.3795)  loss_vfl_dn_2: 0.3667 (0.3636)  loss_vfl_dn_3: 0.3611 (0.3564)  loss_vfl_dn_4: 0.3564 (0.3539)  loss_vfl_dn_5: 0.3558 (0.3531)  time: 0.4752  data: 0.0139  max mem: 5654
Epoch: [61]  [3900/7393]  eta: 0:28:39  lr: 0.000010  loss: 15.2232 (15.3110)  loss_bbox: 0.1428 (0.1477)  loss_bbox_aux_0: 0.1600 (0.1600)  loss_bbox_aux_1: 0.1513 (0.1529)  loss_bbox_aux_2: 0.1504 (0.1503)  loss_bbox_aux_3: 0.1431 (0.1483)  loss_bbox_aux_4: 0.1419 (0.1477)  loss_bbox_aux_5: 0.1923 (0.1944)  loss_bbox_dn_0: 0.2429 (0.2528)  loss_bbox_dn_1: 0.1655 (0.1838)  loss_bbox_dn_2: 0.1428 (0.1637)  loss_bbox_dn_3: 0.1384 (0.1579)  loss_bbox_dn_4: 0.1364 (0.1565)  loss_bbox_dn_5: 0.1364 (0.1565)  loss_giou: 0.4466 (0.4643)  loss_giou_aux_0: 0.4777 (0.4867)  loss_giou_aux_1: 0.4573 (0.4743)  loss_giou_aux_2: 0.4459 (0.4688)  loss_giou_aux_3: 0.4485 (0.4654)  loss_giou_aux_4: 0.4466 (0.4645)  loss_giou_aux_5: 0.5332 (0.5477)  loss_giou_dn_0: 0.5448 (0.5615)  loss_giou_dn_1: 0.4241 (0.4536)  loss_giou_dn_2: 0.4059 (0.4224)  loss_giou_dn_3: 0.4026 (0.4142)  loss_giou_dn_4: 0.3994 (0.4121)  loss_giou_dn_5: 0.3994 (0.4123)  loss_vfl: 0.6282 (0.6513)  loss_vfl_aux_0: 0.7388 (0.7488)  loss_vfl_aux_1: 0.7096 (0.7021)  loss_vfl_aux_2: 0.6685 (0.6775)  loss_vfl_aux_3: 0.6413 (0.6637)  loss_vfl_aux_4: 0.6388 (0.6552)  loss_vfl_aux_5: 0.7689 (0.7405)  loss_vfl_dn_0: 0.4471 (0.4450)  loss_vfl_dn_1: 0.3717 (0.3795)  loss_vfl_dn_2: 0.3580 (0.3636)  loss_vfl_dn_3: 0.3467 (0.3564)  loss_vfl_dn_4: 0.3463 (0.3539)  loss_vfl_dn_5: 0.3456 (0.3531)  time: 0.4761  data: 0.0150  max mem: 5654
Epoch: [61]  [4000/7393]  eta: 0:27:49  lr: 0.000010  loss: 15.5420 (15.3149)  loss_bbox: 0.1679 (0.1479)  loss_bbox_aux_0: 0.1675 (0.1602)  loss_bbox_aux_1: 0.1619 (0.1532)  loss_bbox_aux_2: 0.1698 (0.1504)  loss_bbox_aux_3: 0.1638 (0.1485)  loss_bbox_aux_4: 0.1717 (0.1479)  loss_bbox_aux_5: 0.2101 (0.1946)  loss_bbox_dn_0: 0.2739 (0.2531)  loss_bbox_dn_1: 0.1823 (0.1841)  loss_bbox_dn_2: 0.1650 (0.1640)  loss_bbox_dn_3: 0.1615 (0.1581)  loss_bbox_dn_4: 0.1607 (0.1568)  loss_bbox_dn_5: 0.1607 (0.1568)  loss_giou: 0.4439 (0.4642)  loss_giou_aux_0: 0.4812 (0.4866)  loss_giou_aux_1: 0.4676 (0.4742)  loss_giou_aux_2: 0.4626 (0.4687)  loss_giou_aux_3: 0.4595 (0.4653)  loss_giou_aux_4: 0.4497 (0.4644)  loss_giou_aux_5: 0.5454 (0.5476)  loss_giou_dn_0: 0.5477 (0.5614)  loss_giou_dn_1: 0.4346 (0.4535)  loss_giou_dn_2: 0.4063 (0.4223)  loss_giou_dn_3: 0.3957 (0.4141)  loss_giou_dn_4: 0.3937 (0.4120)  loss_giou_dn_5: 0.3938 (0.4122)  loss_vfl: 0.6661 (0.6515)  loss_vfl_aux_0: 0.7280 (0.7492)  loss_vfl_aux_1: 0.6992 (0.7024)  loss_vfl_aux_2: 0.6775 (0.6778)  loss_vfl_aux_3: 0.6485 (0.6639)  loss_vfl_aux_4: 0.6539 (0.6555)  loss_vfl_aux_5: 0.7367 (0.7406)  loss_vfl_dn_0: 0.4381 (0.4451)  loss_vfl_dn_1: 0.3830 (0.3796)  loss_vfl_dn_2: 0.3653 (0.3636)  loss_vfl_dn_3: 0.3629 (0.3565)  loss_vfl_dn_4: 0.3585 (0.3539)  loss_vfl_dn_5: 0.3598 (0.3532)  time: 0.4826  data: 0.0137  max mem: 5654
Epoch: [61]  [4100/7393]  eta: 0:26:59  lr: 0.000010  loss: 14.8436 (15.3120)  loss_bbox: 0.1563 (0.1479)  loss_bbox_aux_0: 0.1667 (0.1602)  loss_bbox_aux_1: 0.1538 (0.1531)  loss_bbox_aux_2: 0.1591 (0.1504)  loss_bbox_aux_3: 0.1608 (0.1485)  loss_bbox_aux_4: 0.1537 (0.1479)  loss_bbox_aux_5: 0.1997 (0.1946)  loss_bbox_dn_0: 0.2742 (0.2531)  loss_bbox_dn_1: 0.2009 (0.1841)  loss_bbox_dn_2: 0.1763 (0.1640)  loss_bbox_dn_3: 0.1681 (0.1581)  loss_bbox_dn_4: 0.1667 (0.1567)  loss_bbox_dn_5: 0.1668 (0.1568)  loss_giou: 0.3946 (0.4641)  loss_giou_aux_0: 0.4272 (0.4865)  loss_giou_aux_1: 0.4075 (0.4741)  loss_giou_aux_2: 0.4015 (0.4687)  loss_giou_aux_3: 0.3928 (0.4653)  loss_giou_aux_4: 0.3901 (0.4643)  loss_giou_aux_5: 0.4743 (0.5476)  loss_giou_dn_0: 0.5112 (0.5612)  loss_giou_dn_1: 0.3984 (0.4533)  loss_giou_dn_2: 0.3708 (0.4222)  loss_giou_dn_3: 0.3652 (0.4140)  loss_giou_dn_4: 0.3655 (0.4118)  loss_giou_dn_5: 0.3662 (0.4120)  loss_vfl: 0.6345 (0.6515)  loss_vfl_aux_0: 0.7345 (0.7490)  loss_vfl_aux_1: 0.6857 (0.7022)  loss_vfl_aux_2: 0.6530 (0.6777)  loss_vfl_aux_3: 0.6417 (0.6638)  loss_vfl_aux_4: 0.6292 (0.6555)  loss_vfl_aux_5: 0.7323 (0.7403)  loss_vfl_dn_0: 0.4449 (0.4450)  loss_vfl_dn_1: 0.3723 (0.3795)  loss_vfl_dn_2: 0.3566 (0.3635)  loss_vfl_dn_3: 0.3471 (0.3564)  loss_vfl_dn_4: 0.3447 (0.3538)  loss_vfl_dn_5: 0.3435 (0.3531)  time: 0.4800  data: 0.0140  max mem: 5654
Epoch: [61]  [4200/7393]  eta: 0:26:09  lr: 0.000010  loss: 15.2178 (15.3142)  loss_bbox: 0.1352 (0.1478)  loss_bbox_aux_0: 0.1532 (0.1601)  loss_bbox_aux_1: 0.1419 (0.1531)  loss_bbox_aux_2: 0.1383 (0.1503)  loss_bbox_aux_3: 0.1353 (0.1485)  loss_bbox_aux_4: 0.1316 (0.1478)  loss_bbox_aux_5: 0.1787 (0.1945)  loss_bbox_dn_0: 0.2324 (0.2530)  loss_bbox_dn_1: 0.1735 (0.1841)  loss_bbox_dn_2: 0.1598 (0.1640)  loss_bbox_dn_3: 0.1532 (0.1581)  loss_bbox_dn_4: 0.1489 (0.1567)  loss_bbox_dn_5: 0.1489 (0.1568)  loss_giou: 0.4835 (0.4641)  loss_giou_aux_0: 0.5029 (0.4865)  loss_giou_aux_1: 0.5038 (0.4741)  loss_giou_aux_2: 0.4906 (0.4687)  loss_giou_aux_3: 0.4806 (0.4652)  loss_giou_aux_4: 0.4816 (0.4643)  loss_giou_aux_5: 0.5746 (0.5476)  loss_giou_dn_0: 0.5532 (0.5613)  loss_giou_dn_1: 0.4643 (0.4534)  loss_giou_dn_2: 0.4352 (0.4222)  loss_giou_dn_3: 0.4262 (0.4140)  loss_giou_dn_4: 0.4232 (0.4119)  loss_giou_dn_5: 0.4233 (0.4121)  loss_vfl: 0.6552 (0.6520)  loss_vfl_aux_0: 0.7332 (0.7492)  loss_vfl_aux_1: 0.7098 (0.7025)  loss_vfl_aux_2: 0.6799 (0.6781)  loss_vfl_aux_3: 0.6777 (0.6643)  loss_vfl_aux_4: 0.6627 (0.6559)  loss_vfl_aux_5: 0.7281 (0.7405)  loss_vfl_dn_0: 0.4412 (0.4450)  loss_vfl_dn_1: 0.3784 (0.3795)  loss_vfl_dn_2: 0.3633 (0.3636)  loss_vfl_dn_3: 0.3604 (0.3564)  loss_vfl_dn_4: 0.3550 (0.3539)  loss_vfl_dn_5: 0.3560 (0.3531)  time: 0.4849  data: 0.0137  max mem: 5654
Epoch: [61]  [4300/7393]  eta: 0:25:20  lr: 0.000010  loss: 15.2819 (15.3054)  loss_bbox: 0.1514 (0.1478)  loss_bbox_aux_0: 0.1642 (0.1601)  loss_bbox_aux_1: 0.1542 (0.1530)  loss_bbox_aux_2: 0.1514 (0.1502)  loss_bbox_aux_3: 0.1485 (0.1484)  loss_bbox_aux_4: 0.1489 (0.1478)  loss_bbox_aux_5: 0.2026 (0.1945)  loss_bbox_dn_0: 0.2460 (0.2532)  loss_bbox_dn_1: 0.1870 (0.1842)  loss_bbox_dn_2: 0.1648 (0.1640)  loss_bbox_dn_3: 0.1624 (0.1582)  loss_bbox_dn_4: 0.1596 (0.1568)  loss_bbox_dn_5: 0.1597 (0.1569)  loss_giou: 0.4203 (0.4633)  loss_giou_aux_0: 0.4426 (0.4857)  loss_giou_aux_1: 0.4376 (0.4733)  loss_giou_aux_2: 0.4326 (0.4678)  loss_giou_aux_3: 0.4202 (0.4644)  loss_giou_aux_4: 0.4350 (0.4635)  loss_giou_aux_5: 0.5067 (0.5469)  loss_giou_dn_0: 0.5451 (0.5608)  loss_giou_dn_1: 0.4416 (0.4529)  loss_giou_dn_2: 0.4158 (0.4217)  loss_giou_dn_3: 0.4011 (0.4135)  loss_giou_dn_4: 0.3979 (0.4113)  loss_giou_dn_5: 0.3980 (0.4115)  loss_vfl: 0.6317 (0.6520)  loss_vfl_aux_0: 0.7242 (0.7492)  loss_vfl_aux_1: 0.6844 (0.7026)  loss_vfl_aux_2: 0.6703 (0.6782)  loss_vfl_aux_3: 0.6418 (0.6643)  loss_vfl_aux_4: 0.6389 (0.6559)  loss_vfl_aux_5: 0.7323 (0.7406)  loss_vfl_dn_0: 0.4412 (0.4450)  loss_vfl_dn_1: 0.3848 (0.3794)  loss_vfl_dn_2: 0.3625 (0.3635)  loss_vfl_dn_3: 0.3537 (0.3563)  loss_vfl_dn_4: 0.3497 (0.3538)  loss_vfl_dn_5: 0.3497 (0.3530)  time: 0.4807  data: 0.0143  max mem: 5654
Epoch: [61]  [4400/7393]  eta: 0:24:30  lr: 0.000010  loss: 15.3677 (15.3119)  loss_bbox: 0.1381 (0.1478)  loss_bbox_aux_0: 0.1501 (0.1602)  loss_bbox_aux_1: 0.1418 (0.1531)  loss_bbox_aux_2: 0.1407 (0.1503)  loss_bbox_aux_3: 0.1382 (0.1484)  loss_bbox_aux_4: 0.1381 (0.1478)  loss_bbox_aux_5: 0.1839 (0.1946)  loss_bbox_dn_0: 0.2370 (0.2532)  loss_bbox_dn_1: 0.1731 (0.1842)  loss_bbox_dn_2: 0.1528 (0.1641)  loss_bbox_dn_3: 0.1523 (0.1583)  loss_bbox_dn_4: 0.1525 (0.1569)  loss_bbox_dn_5: 0.1525 (0.1569)  loss_giou: 0.4621 (0.4637)  loss_giou_aux_0: 0.4838 (0.4862)  loss_giou_aux_1: 0.4743 (0.4738)  loss_giou_aux_2: 0.4721 (0.4683)  loss_giou_aux_3: 0.4657 (0.4649)  loss_giou_aux_4: 0.4624 (0.4639)  loss_giou_aux_5: 0.5527 (0.5474)  loss_giou_dn_0: 0.5713 (0.5612)  loss_giou_dn_1: 0.4616 (0.4533)  loss_giou_dn_2: 0.4376 (0.4221)  loss_giou_dn_3: 0.4286 (0.4139)  loss_giou_dn_4: 0.4281 (0.4118)  loss_giou_dn_5: 0.4281 (0.4120)  loss_vfl: 0.6345 (0.6519)  loss_vfl_aux_0: 0.7386 (0.7491)  loss_vfl_aux_1: 0.7000 (0.7025)  loss_vfl_aux_2: 0.6781 (0.6782)  loss_vfl_aux_3: 0.6477 (0.6642)  loss_vfl_aux_4: 0.6394 (0.6559)  loss_vfl_aux_5: 0.7065 (0.7404)  loss_vfl_dn_0: 0.4418 (0.4450)  loss_vfl_dn_1: 0.3844 (0.3795)  loss_vfl_dn_2: 0.3688 (0.3636)  loss_vfl_dn_3: 0.3604 (0.3564)  loss_vfl_dn_4: 0.3605 (0.3539)  loss_vfl_dn_5: 0.3561 (0.3531)  time: 0.4750  data: 0.0137  max mem: 5654
Epoch: [61]  [4500/7393]  eta: 0:23:41  lr: 0.000010  loss: 14.9875 (15.3113)  loss_bbox: 0.1554 (0.1478)  loss_bbox_aux_0: 0.1539 (0.1602)  loss_bbox_aux_1: 0.1443 (0.1531)  loss_bbox_aux_2: 0.1430 (0.1503)  loss_bbox_aux_3: 0.1434 (0.1484)  loss_bbox_aux_4: 0.1556 (0.1478)  loss_bbox_aux_5: 0.1994 (0.1947)  loss_bbox_dn_0: 0.2370 (0.2531)  loss_bbox_dn_1: 0.1630 (0.1842)  loss_bbox_dn_2: 0.1409 (0.1640)  loss_bbox_dn_3: 0.1393 (0.1582)  loss_bbox_dn_4: 0.1375 (0.1568)  loss_bbox_dn_5: 0.1376 (0.1568)  loss_giou: 0.4538 (0.4638)  loss_giou_aux_0: 0.4558 (0.4863)  loss_giou_aux_1: 0.4588 (0.4738)  loss_giou_aux_2: 0.4514 (0.4684)  loss_giou_aux_3: 0.4545 (0.4650)  loss_giou_aux_4: 0.4620 (0.4640)  loss_giou_aux_5: 0.5202 (0.5475)  loss_giou_dn_0: 0.5578 (0.5613)  loss_giou_dn_1: 0.4492 (0.4534)  loss_giou_dn_2: 0.4136 (0.4222)  loss_giou_dn_3: 0.4064 (0.4140)  loss_giou_dn_4: 0.4037 (0.4118)  loss_giou_dn_5: 0.4036 (0.4120)  loss_vfl: 0.6340 (0.6518)  loss_vfl_aux_0: 0.7272 (0.7490)  loss_vfl_aux_1: 0.6976 (0.7023)  loss_vfl_aux_2: 0.6702 (0.6781)  loss_vfl_aux_3: 0.6432 (0.6641)  loss_vfl_aux_4: 0.6324 (0.6557)  loss_vfl_aux_5: 0.7187 (0.7402)  loss_vfl_dn_0: 0.4349 (0.4450)  loss_vfl_dn_1: 0.3751 (0.3795)  loss_vfl_dn_2: 0.3592 (0.3635)  loss_vfl_dn_3: 0.3525 (0.3564)  loss_vfl_dn_4: 0.3502 (0.3538)  loss_vfl_dn_5: 0.3491 (0.3531)  time: 0.4897  data: 0.0139  max mem: 5654
Epoch: [61]  [4600/7393]  eta: 0:22:51  lr: 0.000010  loss: 15.0516 (15.3067)  loss_bbox: 0.1459 (0.1478)  loss_bbox_aux_0: 0.1576 (0.1601)  loss_bbox_aux_1: 0.1523 (0.1530)  loss_bbox_aux_2: 0.1476 (0.1503)  loss_bbox_aux_3: 0.1496 (0.1484)  loss_bbox_aux_4: 0.1459 (0.1478)  loss_bbox_aux_5: 0.1857 (0.1946)  loss_bbox_dn_0: 0.2540 (0.2531)  loss_bbox_dn_1: 0.1824 (0.1841)  loss_bbox_dn_2: 0.1629 (0.1640)  loss_bbox_dn_3: 0.1565 (0.1582)  loss_bbox_dn_4: 0.1560 (0.1568)  loss_bbox_dn_5: 0.1560 (0.1568)  loss_giou: 0.4535 (0.4636)  loss_giou_aux_0: 0.4865 (0.4860)  loss_giou_aux_1: 0.4683 (0.4736)  loss_giou_aux_2: 0.4564 (0.4681)  loss_giou_aux_3: 0.4623 (0.4648)  loss_giou_aux_4: 0.4634 (0.4638)  loss_giou_aux_5: 0.5408 (0.5474)  loss_giou_dn_0: 0.5565 (0.5611)  loss_giou_dn_1: 0.4351 (0.4531)  loss_giou_dn_2: 0.4046 (0.4220)  loss_giou_dn_3: 0.3979 (0.4138)  loss_giou_dn_4: 0.3977 (0.4116)  loss_giou_dn_5: 0.3986 (0.4118)  loss_vfl: 0.6496 (0.6516)  loss_vfl_aux_0: 0.7343 (0.7489)  loss_vfl_aux_1: 0.6996 (0.7023)  loss_vfl_aux_2: 0.6714 (0.6778)  loss_vfl_aux_3: 0.6581 (0.6638)  loss_vfl_aux_4: 0.6458 (0.6555)  loss_vfl_aux_5: 0.7281 (0.7400)  loss_vfl_dn_0: 0.4459 (0.4449)  loss_vfl_dn_1: 0.3809 (0.3794)  loss_vfl_dn_2: 0.3603 (0.3634)  loss_vfl_dn_3: 0.3563 (0.3563)  loss_vfl_dn_4: 0.3546 (0.3537)  loss_vfl_dn_5: 0.3521 (0.3530)  time: 0.4805  data: 0.0142  max mem: 5654
Epoch: [61]  [4700/7393]  eta: 0:22:02  lr: 0.000010  loss: 15.1248 (15.3050)  loss_bbox: 0.1454 (0.1477)  loss_bbox_aux_0: 0.1645 (0.1601)  loss_bbox_aux_1: 0.1518 (0.1530)  loss_bbox_aux_2: 0.1512 (0.1502)  loss_bbox_aux_3: 0.1509 (0.1484)  loss_bbox_aux_4: 0.1514 (0.1477)  loss_bbox_aux_5: 0.1917 (0.1946)  loss_bbox_dn_0: 0.2630 (0.2533)  loss_bbox_dn_1: 0.1948 (0.1843)  loss_bbox_dn_2: 0.1745 (0.1641)  loss_bbox_dn_3: 0.1665 (0.1583)  loss_bbox_dn_4: 0.1664 (0.1569)  loss_bbox_dn_5: 0.1663 (0.1570)  loss_giou: 0.4077 (0.4634)  loss_giou_aux_0: 0.4259 (0.4858)  loss_giou_aux_1: 0.4157 (0.4733)  loss_giou_aux_2: 0.4169 (0.4679)  loss_giou_aux_3: 0.4090 (0.4646)  loss_giou_aux_4: 0.4078 (0.4636)  loss_giou_aux_5: 0.5024 (0.5472)  loss_giou_dn_0: 0.5597 (0.5611)  loss_giou_dn_1: 0.4452 (0.4530)  loss_giou_dn_2: 0.4069 (0.4219)  loss_giou_dn_3: 0.3929 (0.4137)  loss_giou_dn_4: 0.3917 (0.4115)  loss_giou_dn_5: 0.3918 (0.4117)  loss_vfl: 0.6670 (0.6516)  loss_vfl_aux_0: 0.7744 (0.7489)  loss_vfl_aux_1: 0.7023 (0.7023)  loss_vfl_aux_2: 0.6759 (0.6779)  loss_vfl_aux_3: 0.6695 (0.6638)  loss_vfl_aux_4: 0.6493 (0.6556)  loss_vfl_aux_5: 0.7478 (0.7401)  loss_vfl_dn_0: 0.4390 (0.4449)  loss_vfl_dn_1: 0.3774 (0.3793)  loss_vfl_dn_2: 0.3593 (0.3634)  loss_vfl_dn_3: 0.3506 (0.3562)  loss_vfl_dn_4: 0.3489 (0.3537)  loss_vfl_dn_5: 0.3470 (0.3530)  time: 0.4864  data: 0.0139  max mem: 5654
Epoch: [61]  [4800/7393]  eta: 0:21:15  lr: 0.000010  loss: 14.9519 (15.3027)  loss_bbox: 0.1577 (0.1478)  loss_bbox_aux_0: 0.1606 (0.1602)  loss_bbox_aux_1: 0.1541 (0.1530)  loss_bbox_aux_2: 0.1520 (0.1503)  loss_bbox_aux_3: 0.1496 (0.1485)  loss_bbox_aux_4: 0.1546 (0.1478)  loss_bbox_aux_5: 0.2146 (0.1948)  loss_bbox_dn_0: 0.2808 (0.2534)  loss_bbox_dn_1: 0.2047 (0.1844)  loss_bbox_dn_2: 0.1778 (0.1642)  loss_bbox_dn_3: 0.1666 (0.1584)  loss_bbox_dn_4: 0.1622 (0.1570)  loss_bbox_dn_5: 0.1622 (0.1570)  loss_giou: 0.4063 (0.4630)  loss_giou_aux_0: 0.4428 (0.4854)  loss_giou_aux_1: 0.4273 (0.4729)  loss_giou_aux_2: 0.4206 (0.4675)  loss_giou_aux_3: 0.4055 (0.4642)  loss_giou_aux_4: 0.4128 (0.4632)  loss_giou_aux_5: 0.5062 (0.5467)  loss_giou_dn_0: 0.5255 (0.5608)  loss_giou_dn_1: 0.4148 (0.4528)  loss_giou_dn_2: 0.3844 (0.4216)  loss_giou_dn_3: 0.3780 (0.4134)  loss_giou_dn_4: 0.3740 (0.4113)  loss_giou_dn_5: 0.3741 (0.4115)  loss_vfl: 0.6524 (0.6518)  loss_vfl_aux_0: 0.7712 (0.7492)  loss_vfl_aux_1: 0.7206 (0.7025)  loss_vfl_aux_2: 0.6703 (0.6781)  loss_vfl_aux_3: 0.6577 (0.6640)  loss_vfl_aux_4: 0.6503 (0.6558)  loss_vfl_aux_5: 0.7625 (0.7402)  loss_vfl_dn_0: 0.4405 (0.4449)  loss_vfl_dn_1: 0.3748 (0.3793)  loss_vfl_dn_2: 0.3552 (0.3633)  loss_vfl_dn_3: 0.3489 (0.3562)  loss_vfl_dn_4: 0.3462 (0.3536)  loss_vfl_dn_5: 0.3454 (0.3529)  time: 0.4822  data: 0.0140  max mem: 5654
Epoch: [61]  [4900/7393]  eta: 0:20:25  lr: 0.000010  loss: 15.4961 (15.2995)  loss_bbox: 0.1531 (0.1477)  loss_bbox_aux_0: 0.1703 (0.1601)  loss_bbox_aux_1: 0.1681 (0.1530)  loss_bbox_aux_2: 0.1700 (0.1502)  loss_bbox_aux_3: 0.1595 (0.1484)  loss_bbox_aux_4: 0.1590 (0.1477)  loss_bbox_aux_5: 0.1999 (0.1948)  loss_bbox_dn_0: 0.2891 (0.2533)  loss_bbox_dn_1: 0.2134 (0.1843)  loss_bbox_dn_2: 0.1921 (0.1642)  loss_bbox_dn_3: 0.1874 (0.1584)  loss_bbox_dn_4: 0.1853 (0.1570)  loss_bbox_dn_5: 0.1853 (0.1570)  loss_giou: 0.4225 (0.4629)  loss_giou_aux_0: 0.4557 (0.4853)  loss_giou_aux_1: 0.4409 (0.4728)  loss_giou_aux_2: 0.4312 (0.4673)  loss_giou_aux_3: 0.4196 (0.4640)  loss_giou_aux_4: 0.4230 (0.4630)  loss_giou_aux_5: 0.5129 (0.5466)  loss_giou_dn_0: 0.5363 (0.5607)  loss_giou_dn_1: 0.4281 (0.4527)  loss_giou_dn_2: 0.4033 (0.4215)  loss_giou_dn_3: 0.3983 (0.4133)  loss_giou_dn_4: 0.3950 (0.4112)  loss_giou_dn_5: 0.3953 (0.4113)  loss_vfl: 0.6531 (0.6517)  loss_vfl_aux_0: 0.7346 (0.7492)  loss_vfl_aux_1: 0.6855 (0.7024)  loss_vfl_aux_2: 0.6665 (0.6779)  loss_vfl_aux_3: 0.6574 (0.6638)  loss_vfl_aux_4: 0.6603 (0.6556)  loss_vfl_aux_5: 0.7347 (0.7402)  loss_vfl_dn_0: 0.4453 (0.4448)  loss_vfl_dn_1: 0.3783 (0.3792)  loss_vfl_dn_2: 0.3575 (0.3633)  loss_vfl_dn_3: 0.3500 (0.3561)  loss_vfl_dn_4: 0.3482 (0.3536)  loss_vfl_dn_5: 0.3455 (0.3528)  time: 0.4909  data: 0.0140  max mem: 5654
Epoch: [61]  [5000/7393]  eta: 0:19:35  lr: 0.000010  loss: 15.7736 (15.3032)  loss_bbox: 0.1491 (0.1477)  loss_bbox_aux_0: 0.1537 (0.1600)  loss_bbox_aux_1: 0.1548 (0.1530)  loss_bbox_aux_2: 0.1500 (0.1502)  loss_bbox_aux_3: 0.1541 (0.1483)  loss_bbox_aux_4: 0.1556 (0.1477)  loss_bbox_aux_5: 0.1896 (0.1948)  loss_bbox_dn_0: 0.2339 (0.2533)  loss_bbox_dn_1: 0.1860 (0.1843)  loss_bbox_dn_2: 0.1618 (0.1642)  loss_bbox_dn_3: 0.1543 (0.1584)  loss_bbox_dn_4: 0.1535 (0.1570)  loss_bbox_dn_5: 0.1535 (0.1570)  loss_giou: 0.4805 (0.4630)  loss_giou_aux_0: 0.5180 (0.4854)  loss_giou_aux_1: 0.4946 (0.4729)  loss_giou_aux_2: 0.4815 (0.4675)  loss_giou_aux_3: 0.4779 (0.4642)  loss_giou_aux_4: 0.4852 (0.4631)  loss_giou_aux_5: 0.5636 (0.5468)  loss_giou_dn_0: 0.5916 (0.5608)  loss_giou_dn_1: 0.4723 (0.4528)  loss_giou_dn_2: 0.4445 (0.4217)  loss_giou_dn_3: 0.4354 (0.4135)  loss_giou_dn_4: 0.4319 (0.4113)  loss_giou_dn_5: 0.4326 (0.4115)  loss_vfl: 0.6720 (0.6520)  loss_vfl_aux_0: 0.7654 (0.7495)  loss_vfl_aux_1: 0.7127 (0.7026)  loss_vfl_aux_2: 0.6792 (0.6782)  loss_vfl_aux_3: 0.6795 (0.6642)  loss_vfl_aux_4: 0.6736 (0.6560)  loss_vfl_aux_5: 0.7502 (0.7403)  loss_vfl_dn_0: 0.4420 (0.4448)  loss_vfl_dn_1: 0.3793 (0.3792)  loss_vfl_dn_2: 0.3619 (0.3633)  loss_vfl_dn_3: 0.3559 (0.3562)  loss_vfl_dn_4: 0.3537 (0.3536)  loss_vfl_dn_5: 0.3529 (0.3529)  time: 0.4848  data: 0.0138  max mem: 5654
Epoch: [61]  [5100/7393]  eta: 0:18:46  lr: 0.000010  loss: 15.3238 (15.3048)  loss_bbox: 0.1357 (0.1477)  loss_bbox_aux_0: 0.1620 (0.1600)  loss_bbox_aux_1: 0.1433 (0.1530)  loss_bbox_aux_2: 0.1395 (0.1502)  loss_bbox_aux_3: 0.1307 (0.1483)  loss_bbox_aux_4: 0.1356 (0.1477)  loss_bbox_aux_5: 0.1955 (0.1947)  loss_bbox_dn_0: 0.2293 (0.2532)  loss_bbox_dn_1: 0.1780 (0.1843)  loss_bbox_dn_2: 0.1583 (0.1642)  loss_bbox_dn_3: 0.1528 (0.1583)  loss_bbox_dn_4: 0.1529 (0.1569)  loss_bbox_dn_5: 0.1529 (0.1570)  loss_giou: 0.4701 (0.4631)  loss_giou_aux_0: 0.4732 (0.4855)  loss_giou_aux_1: 0.4716 (0.4730)  loss_giou_aux_2: 0.4719 (0.4675)  loss_giou_aux_3: 0.4728 (0.4642)  loss_giou_aux_4: 0.4686 (0.4632)  loss_giou_aux_5: 0.5492 (0.5469)  loss_giou_dn_0: 0.5543 (0.5608)  loss_giou_dn_1: 0.4456 (0.4529)  loss_giou_dn_2: 0.4187 (0.4217)  loss_giou_dn_3: 0.4065 (0.4135)  loss_giou_dn_4: 0.4053 (0.4114)  loss_giou_dn_5: 0.4060 (0.4116)  loss_vfl: 0.6518 (0.6522)  loss_vfl_aux_0: 0.7403 (0.7497)  loss_vfl_aux_1: 0.7229 (0.7028)  loss_vfl_aux_2: 0.6973 (0.6784)  loss_vfl_aux_3: 0.6944 (0.6644)  loss_vfl_aux_4: 0.6745 (0.6562)  loss_vfl_aux_5: 0.7178 (0.7403)  loss_vfl_dn_0: 0.4384 (0.4448)  loss_vfl_dn_1: 0.3742 (0.3793)  loss_vfl_dn_2: 0.3628 (0.3633)  loss_vfl_dn_3: 0.3557 (0.3562)  loss_vfl_dn_4: 0.3524 (0.3537)  loss_vfl_dn_5: 0.3512 (0.3529)  time: 0.4808  data: 0.0135  max mem: 5654
Epoch: [61]  [5200/7393]  eta: 0:17:59  lr: 0.000010  loss: 14.9792 (15.3023)  loss_bbox: 0.1356 (0.1477)  loss_bbox_aux_0: 0.1566 (0.1600)  loss_bbox_aux_1: 0.1389 (0.1530)  loss_bbox_aux_2: 0.1391 (0.1502)  loss_bbox_aux_3: 0.1361 (0.1484)  loss_bbox_aux_4: 0.1382 (0.1477)  loss_bbox_aux_5: 0.2049 (0.1948)  loss_bbox_dn_0: 0.2378 (0.2534)  loss_bbox_dn_1: 0.1647 (0.1844)  loss_bbox_dn_2: 0.1475 (0.1642)  loss_bbox_dn_3: 0.1451 (0.1584)  loss_bbox_dn_4: 0.1429 (0.1570)  loss_bbox_dn_5: 0.1429 (0.1570)  loss_giou: 0.4427 (0.4628)  loss_giou_aux_0: 0.4647 (0.4851)  loss_giou_aux_1: 0.4466 (0.4727)  loss_giou_aux_2: 0.4364 (0.4672)  loss_giou_aux_3: 0.4477 (0.4639)  loss_giou_aux_4: 0.4404 (0.4629)  loss_giou_aux_5: 0.5302 (0.5466)  loss_giou_dn_0: 0.5343 (0.5606)  loss_giou_dn_1: 0.4214 (0.4526)  loss_giou_dn_2: 0.3945 (0.4215)  loss_giou_dn_3: 0.3868 (0.4133)  loss_giou_dn_4: 0.3838 (0.4111)  loss_giou_dn_5: 0.3840 (0.4113)  loss_vfl: 0.6562 (0.6522)  loss_vfl_aux_0: 0.7375 (0.7497)  loss_vfl_aux_1: 0.6983 (0.7028)  loss_vfl_aux_2: 0.6778 (0.6784)  loss_vfl_aux_3: 0.6555 (0.6645)  loss_vfl_aux_4: 0.6399 (0.6562)  loss_vfl_aux_5: 0.7351 (0.7403)  loss_vfl_dn_0: 0.4374 (0.4448)  loss_vfl_dn_1: 0.3748 (0.3792)  loss_vfl_dn_2: 0.3580 (0.3633)  loss_vfl_dn_3: 0.3473 (0.3562)  loss_vfl_dn_4: 0.3465 (0.3536)  loss_vfl_dn_5: 0.3465 (0.3529)  time: 0.4908  data: 0.0137  max mem: 5654
Epoch: [61]  [5300/7393]  eta: 0:17:09  lr: 0.000010  loss: 15.2314 (15.3031)  loss_bbox: 0.1474 (0.1477)  loss_bbox_aux_0: 0.1633 (0.1600)  loss_bbox_aux_1: 0.1546 (0.1530)  loss_bbox_aux_2: 0.1480 (0.1502)  loss_bbox_aux_3: 0.1488 (0.1484)  loss_bbox_aux_4: 0.1450 (0.1477)  loss_bbox_aux_5: 0.1896 (0.1948)  loss_bbox_dn_0: 0.2384 (0.2534)  loss_bbox_dn_1: 0.1786 (0.1844)  loss_bbox_dn_2: 0.1619 (0.1643)  loss_bbox_dn_3: 0.1585 (0.1585)  loss_bbox_dn_4: 0.1577 (0.1571)  loss_bbox_dn_5: 0.1577 (0.1571)  loss_giou: 0.4814 (0.4626)  loss_giou_aux_0: 0.4905 (0.4849)  loss_giou_aux_1: 0.4570 (0.4724)  loss_giou_aux_2: 0.4680 (0.4670)  loss_giou_aux_3: 0.4669 (0.4637)  loss_giou_aux_4: 0.4738 (0.4627)  loss_giou_aux_5: 0.5309 (0.5464)  loss_giou_dn_0: 0.5559 (0.5605)  loss_giou_dn_1: 0.4439 (0.4526)  loss_giou_dn_2: 0.4140 (0.4215)  loss_giou_dn_3: 0.4097 (0.4133)  loss_giou_dn_4: 0.4096 (0.4111)  loss_giou_dn_5: 0.4097 (0.4113)  loss_vfl: 0.6549 (0.6525)  loss_vfl_aux_0: 0.7540 (0.7502)  loss_vfl_aux_1: 0.7136 (0.7032)  loss_vfl_aux_2: 0.6762 (0.6787)  loss_vfl_aux_3: 0.6747 (0.6648)  loss_vfl_aux_4: 0.6563 (0.6564)  loss_vfl_aux_5: 0.7451 (0.7407)  loss_vfl_dn_0: 0.4455 (0.4449)  loss_vfl_dn_1: 0.3773 (0.3792)  loss_vfl_dn_2: 0.3624 (0.3633)  loss_vfl_dn_3: 0.3555 (0.3562)  loss_vfl_dn_4: 0.3536 (0.3537)  loss_vfl_dn_5: 0.3532 (0.3529)  time: 0.4806  data: 0.0144  max mem: 5654
Epoch: [61]  [5400/7393]  eta: 0:16:20  lr: 0.000010  loss: 14.6089 (15.3012)  loss_bbox: 0.1352 (0.1477)  loss_bbox_aux_0: 0.1498 (0.1600)  loss_bbox_aux_1: 0.1412 (0.1530)  loss_bbox_aux_2: 0.1373 (0.1502)  loss_bbox_aux_3: 0.1339 (0.1484)  loss_bbox_aux_4: 0.1359 (0.1477)  loss_bbox_aux_5: 0.1782 (0.1947)  loss_bbox_dn_0: 0.2308 (0.2533)  loss_bbox_dn_1: 0.1709 (0.1844)  loss_bbox_dn_2: 0.1560 (0.1643)  loss_bbox_dn_3: 0.1439 (0.1585)  loss_bbox_dn_4: 0.1440 (0.1571)  loss_bbox_dn_5: 0.1440 (0.1571)  loss_giou: 0.4080 (0.4625)  loss_giou_aux_0: 0.4697 (0.4848)  loss_giou_aux_1: 0.4261 (0.4723)  loss_giou_aux_2: 0.4176 (0.4669)  loss_giou_aux_3: 0.4133 (0.4636)  loss_giou_aux_4: 0.4094 (0.4627)  loss_giou_aux_5: 0.5268 (0.5463)  loss_giou_dn_0: 0.5651 (0.5605)  loss_giou_dn_1: 0.4525 (0.4525)  loss_giou_dn_2: 0.4201 (0.4214)  loss_giou_dn_3: 0.4091 (0.4132)  loss_giou_dn_4: 0.4021 (0.4111)  loss_giou_dn_5: 0.4021 (0.4112)  loss_vfl: 0.6395 (0.6524)  loss_vfl_aux_0: 0.7185 (0.7500)  loss_vfl_aux_1: 0.6860 (0.7031)  loss_vfl_aux_2: 0.6733 (0.6786)  loss_vfl_aux_3: 0.6534 (0.6646)  loss_vfl_aux_4: 0.6426 (0.6563)  loss_vfl_aux_5: 0.7153 (0.7406)  loss_vfl_dn_0: 0.4480 (0.4449)  loss_vfl_dn_1: 0.3783 (0.3792)  loss_vfl_dn_2: 0.3632 (0.3633)  loss_vfl_dn_3: 0.3553 (0.3562)  loss_vfl_dn_4: 0.3544 (0.3536)  loss_vfl_dn_5: 0.3518 (0.3529)  time: 0.4759  data: 0.0141  max mem: 5654
Epoch: [61]  [5500/7393]  eta: 0:15:30  lr: 0.000010  loss: 15.4112 (15.3020)  loss_bbox: 0.1419 (0.1478)  loss_bbox_aux_0: 0.1538 (0.1602)  loss_bbox_aux_1: 0.1508 (0.1531)  loss_bbox_aux_2: 0.1473 (0.1503)  loss_bbox_aux_3: 0.1474 (0.1485)  loss_bbox_aux_4: 0.1475 (0.1478)  loss_bbox_aux_5: 0.1931 (0.1949)  loss_bbox_dn_0: 0.2397 (0.2536)  loss_bbox_dn_1: 0.1700 (0.1846)  loss_bbox_dn_2: 0.1538 (0.1644)  loss_bbox_dn_3: 0.1461 (0.1586)  loss_bbox_dn_4: 0.1451 (0.1572)  loss_bbox_dn_5: 0.1451 (0.1572)  loss_giou: 0.4122 (0.4624)  loss_giou_aux_0: 0.4588 (0.4847)  loss_giou_aux_1: 0.4210 (0.4722)  loss_giou_aux_2: 0.4368 (0.4668)  loss_giou_aux_3: 0.4122 (0.4635)  loss_giou_aux_4: 0.4120 (0.4625)  loss_giou_aux_5: 0.5082 (0.5461)  loss_giou_dn_0: 0.5564 (0.5604)  loss_giou_dn_1: 0.4523 (0.4525)  loss_giou_dn_2: 0.4168 (0.4213)  loss_giou_dn_3: 0.4098 (0.4131)  loss_giou_dn_4: 0.4052 (0.4110)  loss_giou_dn_5: 0.4051 (0.4112)  loss_vfl: 0.6602 (0.6524)  loss_vfl_aux_0: 0.7362 (0.7501)  loss_vfl_aux_1: 0.6837 (0.7032)  loss_vfl_aux_2: 0.6855 (0.6787)  loss_vfl_aux_3: 0.6643 (0.6647)  loss_vfl_aux_4: 0.6660 (0.6565)  loss_vfl_aux_5: 0.7319 (0.7407)  loss_vfl_dn_0: 0.4436 (0.4449)  loss_vfl_dn_1: 0.3841 (0.3792)  loss_vfl_dn_2: 0.3664 (0.3632)  loss_vfl_dn_3: 0.3571 (0.3561)  loss_vfl_dn_4: 0.3560 (0.3536)  loss_vfl_dn_5: 0.3545 (0.3529)  time: 0.4807  data: 0.0141  max mem: 5654
Epoch: [61]  [5600/7393]  eta: 0:14:41  lr: 0.000010  loss: 15.0232 (15.3038)  loss_bbox: 0.1382 (0.1478)  loss_bbox_aux_0: 0.1485 (0.1602)  loss_bbox_aux_1: 0.1445 (0.1532)  loss_bbox_aux_2: 0.1396 (0.1504)  loss_bbox_aux_3: 0.1395 (0.1485)  loss_bbox_aux_4: 0.1360 (0.1479)  loss_bbox_aux_5: 0.1846 (0.1950)  loss_bbox_dn_0: 0.2326 (0.2535)  loss_bbox_dn_1: 0.1692 (0.1846)  loss_bbox_dn_2: 0.1504 (0.1644)  loss_bbox_dn_3: 0.1434 (0.1586)  loss_bbox_dn_4: 0.1422 (0.1572)  loss_bbox_dn_5: 0.1422 (0.1572)  loss_giou: 0.4405 (0.4624)  loss_giou_aux_0: 0.4613 (0.4848)  loss_giou_aux_1: 0.4538 (0.4722)  loss_giou_aux_2: 0.4552 (0.4668)  loss_giou_aux_3: 0.4406 (0.4635)  loss_giou_aux_4: 0.4427 (0.4625)  loss_giou_aux_5: 0.5461 (0.5462)  loss_giou_dn_0: 0.5407 (0.5604)  loss_giou_dn_1: 0.4379 (0.4525)  loss_giou_dn_2: 0.4095 (0.4214)  loss_giou_dn_3: 0.3972 (0.4131)  loss_giou_dn_4: 0.3977 (0.4110)  loss_giou_dn_5: 0.3979 (0.4112)  loss_vfl: 0.6391 (0.6526)  loss_vfl_aux_0: 0.7379 (0.7502)  loss_vfl_aux_1: 0.6799 (0.7034)  loss_vfl_aux_2: 0.6621 (0.6789)  loss_vfl_aux_3: 0.6446 (0.6648)  loss_vfl_aux_4: 0.6387 (0.6566)  loss_vfl_aux_5: 0.7233 (0.7407)  loss_vfl_dn_0: 0.4458 (0.4449)  loss_vfl_dn_1: 0.3804 (0.3792)  loss_vfl_dn_2: 0.3678 (0.3633)  loss_vfl_dn_3: 0.3617 (0.3562)  loss_vfl_dn_4: 0.3576 (0.3536)  loss_vfl_dn_5: 0.3567 (0.3529)  time: 0.4817  data: 0.0138  max mem: 5654
Epoch: [61]  [5700/7393]  eta: 0:13:53  lr: 0.000010  loss: 15.3758 (15.3042)  loss_bbox: 0.1339 (0.1478)  loss_bbox_aux_0: 0.1463 (0.1602)  loss_bbox_aux_1: 0.1391 (0.1531)  loss_bbox_aux_2: 0.1363 (0.1503)  loss_bbox_aux_3: 0.1346 (0.1485)  loss_bbox_aux_4: 0.1337 (0.1478)  loss_bbox_aux_5: 0.1743 (0.1950)  loss_bbox_dn_0: 0.1997 (0.2536)  loss_bbox_dn_1: 0.1526 (0.1846)  loss_bbox_dn_2: 0.1369 (0.1645)  loss_bbox_dn_3: 0.1338 (0.1586)  loss_bbox_dn_4: 0.1322 (0.1572)  loss_bbox_dn_5: 0.1322 (0.1572)  loss_giou: 0.5160 (0.4623)  loss_giou_aux_0: 0.5210 (0.4847)  loss_giou_aux_1: 0.5179 (0.4722)  loss_giou_aux_2: 0.5226 (0.4667)  loss_giou_aux_3: 0.5200 (0.4635)  loss_giou_aux_4: 0.5254 (0.4625)  loss_giou_aux_5: 0.5939 (0.5462)  loss_giou_dn_0: 0.5701 (0.5605)  loss_giou_dn_1: 0.4656 (0.4526)  loss_giou_dn_2: 0.4460 (0.4214)  loss_giou_dn_3: 0.4391 (0.4132)  loss_giou_dn_4: 0.4375 (0.4110)  loss_giou_dn_5: 0.4375 (0.4112)  loss_vfl: 0.6594 (0.6527)  loss_vfl_aux_0: 0.7465 (0.7503)  loss_vfl_aux_1: 0.7078 (0.7035)  loss_vfl_aux_2: 0.6849 (0.6789)  loss_vfl_aux_3: 0.6801 (0.6650)  loss_vfl_aux_4: 0.6690 (0.6567)  loss_vfl_aux_5: 0.7422 (0.7407)  loss_vfl_dn_0: 0.4507 (0.4449)  loss_vfl_dn_1: 0.3786 (0.3792)  loss_vfl_dn_2: 0.3659 (0.3632)  loss_vfl_dn_3: 0.3588 (0.3561)  loss_vfl_dn_4: 0.3532 (0.3536)  loss_vfl_dn_5: 0.3534 (0.3529)  time: 0.7577  data: 0.0139  max mem: 5654
Epoch: [61]  [5800/7393]  eta: 0:13:03  lr: 0.000010  loss: 15.2316 (15.3046)  loss_bbox: 0.1501 (0.1477)  loss_bbox_aux_0: 0.1638 (0.1602)  loss_bbox_aux_1: 0.1448 (0.1531)  loss_bbox_aux_2: 0.1526 (0.1503)  loss_bbox_aux_3: 0.1522 (0.1484)  loss_bbox_aux_4: 0.1504 (0.1478)  loss_bbox_aux_5: 0.1971 (0.1950)  loss_bbox_dn_0: 0.2396 (0.2536)  loss_bbox_dn_1: 0.1870 (0.1846)  loss_bbox_dn_2: 0.1644 (0.1644)  loss_bbox_dn_3: 0.1597 (0.1586)  loss_bbox_dn_4: 0.1592 (0.1572)  loss_bbox_dn_5: 0.1592 (0.1572)  loss_giou: 0.4444 (0.4623)  loss_giou_aux_0: 0.4696 (0.4848)  loss_giou_aux_1: 0.4613 (0.4722)  loss_giou_aux_2: 0.4672 (0.4668)  loss_giou_aux_3: 0.4553 (0.4635)  loss_giou_aux_4: 0.4378 (0.4625)  loss_giou_aux_5: 0.5518 (0.5462)  loss_giou_dn_0: 0.5715 (0.5604)  loss_giou_dn_1: 0.4595 (0.4525)  loss_giou_dn_2: 0.4311 (0.4214)  loss_giou_dn_3: 0.4229 (0.4132)  loss_giou_dn_4: 0.4191 (0.4110)  loss_giou_dn_5: 0.4191 (0.4112)  loss_vfl: 0.6610 (0.6528)  loss_vfl_aux_0: 0.7548 (0.7504)  loss_vfl_aux_1: 0.7065 (0.7037)  loss_vfl_aux_2: 0.6772 (0.6789)  loss_vfl_aux_3: 0.6726 (0.6650)  loss_vfl_aux_4: 0.6397 (0.6568)  loss_vfl_aux_5: 0.7498 (0.7408)  loss_vfl_dn_0: 0.4480 (0.4449)  loss_vfl_dn_1: 0.3871 (0.3792)  loss_vfl_dn_2: 0.3654 (0.3633)  loss_vfl_dn_3: 0.3594 (0.3561)  loss_vfl_dn_4: 0.3611 (0.3536)  loss_vfl_dn_5: 0.3603 (0.3529)  time: 0.4726  data: 0.0140  max mem: 5654
Epoch: [61]  [5900/7393]  eta: 0:12:15  lr: 0.000010  loss: 14.9870 (15.3031)  loss_bbox: 0.1378 (0.1477)  loss_bbox_aux_0: 0.1506 (0.1602)  loss_bbox_aux_1: 0.1475 (0.1531)  loss_bbox_aux_2: 0.1409 (0.1503)  loss_bbox_aux_3: 0.1403 (0.1484)  loss_bbox_aux_4: 0.1398 (0.1477)  loss_bbox_aux_5: 0.1854 (0.1950)  loss_bbox_dn_0: 0.2335 (0.2535)  loss_bbox_dn_1: 0.1735 (0.1845)  loss_bbox_dn_2: 0.1369 (0.1644)  loss_bbox_dn_3: 0.1373 (0.1585)  loss_bbox_dn_4: 0.1388 (0.1571)  loss_bbox_dn_5: 0.1388 (0.1571)  loss_giou: 0.4300 (0.4624)  loss_giou_aux_0: 0.4368 (0.4848)  loss_giou_aux_1: 0.4340 (0.4723)  loss_giou_aux_2: 0.4316 (0.4669)  loss_giou_aux_3: 0.4304 (0.4636)  loss_giou_aux_4: 0.4307 (0.4626)  loss_giou_aux_5: 0.5004 (0.5463)  loss_giou_dn_0: 0.5455 (0.5605)  loss_giou_dn_1: 0.4376 (0.4526)  loss_giou_dn_2: 0.3971 (0.4214)  loss_giou_dn_3: 0.3883 (0.4132)  loss_giou_dn_4: 0.3866 (0.4111)  loss_giou_dn_5: 0.3866 (0.4112)  loss_vfl: 0.6378 (0.6526)  loss_vfl_aux_0: 0.7214 (0.7503)  loss_vfl_aux_1: 0.6894 (0.7035)  loss_vfl_aux_2: 0.6704 (0.6786)  loss_vfl_aux_3: 0.6551 (0.6648)  loss_vfl_aux_4: 0.6390 (0.6566)  loss_vfl_aux_5: 0.7122 (0.7407)  loss_vfl_dn_0: 0.4451 (0.4449)  loss_vfl_dn_1: 0.3762 (0.3792)  loss_vfl_dn_2: 0.3641 (0.3632)  loss_vfl_dn_3: 0.3584 (0.3561)  loss_vfl_dn_4: 0.3519 (0.3536)  loss_vfl_dn_5: 0.3529 (0.3529)  time: 0.4735  data: 0.0144  max mem: 5654
Epoch: [61]  [6000/7393]  eta: 0:11:26  lr: 0.000010  loss: 15.7085 (15.3053)  loss_bbox: 0.1611 (0.1478)  loss_bbox_aux_0: 0.1629 (0.1602)  loss_bbox_aux_1: 0.1580 (0.1532)  loss_bbox_aux_2: 0.1559 (0.1504)  loss_bbox_aux_3: 0.1549 (0.1485)  loss_bbox_aux_4: 0.1546 (0.1478)  loss_bbox_aux_5: 0.1920 (0.1950)  loss_bbox_dn_0: 0.2591 (0.2536)  loss_bbox_dn_1: 0.1849 (0.1846)  loss_bbox_dn_2: 0.1603 (0.1644)  loss_bbox_dn_3: 0.1563 (0.1586)  loss_bbox_dn_4: 0.1554 (0.1572)  loss_bbox_dn_5: 0.1554 (0.1572)  loss_giou: 0.4482 (0.4624)  loss_giou_aux_0: 0.4732 (0.4847)  loss_giou_aux_1: 0.4532 (0.4722)  loss_giou_aux_2: 0.4450 (0.4669)  loss_giou_aux_3: 0.4573 (0.4636)  loss_giou_aux_4: 0.4503 (0.4625)  loss_giou_aux_5: 0.5261 (0.5462)  loss_giou_dn_0: 0.5774 (0.5605)  loss_giou_dn_1: 0.4798 (0.4526)  loss_giou_dn_2: 0.4531 (0.4214)  loss_giou_dn_3: 0.4434 (0.4132)  loss_giou_dn_4: 0.4419 (0.4110)  loss_giou_dn_5: 0.4421 (0.4112)  loss_vfl: 0.6777 (0.6527)  loss_vfl_aux_0: 0.7541 (0.7504)  loss_vfl_aux_1: 0.7177 (0.7037)  loss_vfl_aux_2: 0.6928 (0.6788)  loss_vfl_aux_3: 0.6829 (0.6649)  loss_vfl_aux_4: 0.6717 (0.6567)  loss_vfl_aux_5: 0.7749 (0.7408)  loss_vfl_dn_0: 0.4469 (0.4449)  loss_vfl_dn_1: 0.3883 (0.3793)  loss_vfl_dn_2: 0.3764 (0.3633)  loss_vfl_dn_3: 0.3681 (0.3562)  loss_vfl_dn_4: 0.3666 (0.3537)  loss_vfl_dn_5: 0.3658 (0.3529)  time: 0.4823  data: 0.0138  max mem: 5654
Epoch: [61]  [6100/7393]  eta: 0:10:36  lr: 0.000010  loss: 14.6639 (15.3046)  loss_bbox: 0.1474 (0.1478)  loss_bbox_aux_0: 0.1555 (0.1603)  loss_bbox_aux_1: 0.1512 (0.1532)  loss_bbox_aux_2: 0.1531 (0.1504)  loss_bbox_aux_3: 0.1494 (0.1486)  loss_bbox_aux_4: 0.1481 (0.1479)  loss_bbox_aux_5: 0.1860 (0.1951)  loss_bbox_dn_0: 0.2379 (0.2538)  loss_bbox_dn_1: 0.1730 (0.1848)  loss_bbox_dn_2: 0.1538 (0.1646)  loss_bbox_dn_3: 0.1503 (0.1587)  loss_bbox_dn_4: 0.1489 (0.1573)  loss_bbox_dn_5: 0.1489 (0.1574)  loss_giou: 0.4035 (0.4621)  loss_giou_aux_0: 0.4451 (0.4845)  loss_giou_aux_1: 0.4175 (0.4719)  loss_giou_aux_2: 0.4132 (0.4666)  loss_giou_aux_3: 0.4130 (0.4633)  loss_giou_aux_4: 0.4121 (0.4623)  loss_giou_aux_5: 0.5170 (0.5459)  loss_giou_dn_0: 0.5334 (0.5604)  loss_giou_dn_1: 0.4336 (0.4524)  loss_giou_dn_2: 0.3935 (0.4213)  loss_giou_dn_3: 0.3870 (0.4130)  loss_giou_dn_4: 0.3854 (0.4109)  loss_giou_dn_5: 0.3855 (0.4111)  loss_vfl: 0.6731 (0.6528)  loss_vfl_aux_0: 0.7283 (0.7506)  loss_vfl_aux_1: 0.7019 (0.7039)  loss_vfl_aux_2: 0.6750 (0.6788)  loss_vfl_aux_3: 0.6868 (0.6650)  loss_vfl_aux_4: 0.6754 (0.6568)  loss_vfl_aux_5: 0.7191 (0.7410)  loss_vfl_dn_0: 0.4395 (0.4449)  loss_vfl_dn_1: 0.3709 (0.3792)  loss_vfl_dn_2: 0.3596 (0.3633)  loss_vfl_dn_3: 0.3532 (0.3562)  loss_vfl_dn_4: 0.3486 (0.3536)  loss_vfl_dn_5: 0.3488 (0.3529)  time: 0.4937  data: 0.0140  max mem: 5654
Epoch: [61]  [6200/7393]  eta: 0:09:47  lr: 0.000010  loss: 15.3610 (15.3056)  loss_bbox: 0.1360 (0.1478)  loss_bbox_aux_0: 0.1508 (0.1603)  loss_bbox_aux_1: 0.1447 (0.1532)  loss_bbox_aux_2: 0.1425 (0.1504)  loss_bbox_aux_3: 0.1343 (0.1485)  loss_bbox_aux_4: 0.1374 (0.1478)  loss_bbox_aux_5: 0.1894 (0.1951)  loss_bbox_dn_0: 0.2644 (0.2538)  loss_bbox_dn_1: 0.1866 (0.1848)  loss_bbox_dn_2: 0.1669 (0.1646)  loss_bbox_dn_3: 0.1625 (0.1587)  loss_bbox_dn_4: 0.1606 (0.1573)  loss_bbox_dn_5: 0.1606 (0.1574)  loss_giou: 0.4184 (0.4620)  loss_giou_aux_0: 0.4451 (0.4844)  loss_giou_aux_1: 0.4280 (0.4718)  loss_giou_aux_2: 0.4237 (0.4665)  loss_giou_aux_3: 0.4214 (0.4632)  loss_giou_aux_4: 0.4243 (0.4622)  loss_giou_aux_5: 0.5001 (0.5458)  loss_giou_dn_0: 0.5482 (0.5604)  loss_giou_dn_1: 0.4433 (0.4524)  loss_giou_dn_2: 0.4147 (0.4213)  loss_giou_dn_3: 0.4073 (0.4130)  loss_giou_dn_4: 0.4058 (0.4109)  loss_giou_dn_5: 0.4057 (0.4111)  loss_vfl: 0.6770 (0.6531)  loss_vfl_aux_0: 0.7895 (0.7508)  loss_vfl_aux_1: 0.7169 (0.7041)  loss_vfl_aux_2: 0.7119 (0.6792)  loss_vfl_aux_3: 0.6981 (0.6653)  loss_vfl_aux_4: 0.6860 (0.6570)  loss_vfl_aux_5: 0.7590 (0.7413)  loss_vfl_dn_0: 0.4443 (0.4450)  loss_vfl_dn_1: 0.3800 (0.3793)  loss_vfl_dn_2: 0.3604 (0.3633)  loss_vfl_dn_3: 0.3505 (0.3562)  loss_vfl_dn_4: 0.3477 (0.3536)  loss_vfl_dn_5: 0.3491 (0.3529)  time: 0.4914  data: 0.0141  max mem: 5654
Epoch: [61]  [6300/7393]  eta: 0:08:57  lr: 0.000010  loss: 15.3812 (15.3061)  loss_bbox: 0.1384 (0.1478)  loss_bbox_aux_0: 0.1462 (0.1603)  loss_bbox_aux_1: 0.1397 (0.1532)  loss_bbox_aux_2: 0.1421 (0.1504)  loss_bbox_aux_3: 0.1368 (0.1485)  loss_bbox_aux_4: 0.1381 (0.1478)  loss_bbox_aux_5: 0.1731 (0.1951)  loss_bbox_dn_0: 0.2248 (0.2539)  loss_bbox_dn_1: 0.1699 (0.1848)  loss_bbox_dn_2: 0.1539 (0.1646)  loss_bbox_dn_3: 0.1479 (0.1587)  loss_bbox_dn_4: 0.1467 (0.1573)  loss_bbox_dn_5: 0.1467 (0.1573)  loss_giou: 0.4785 (0.4620)  loss_giou_aux_0: 0.4928 (0.4844)  loss_giou_aux_1: 0.4855 (0.4718)  loss_giou_aux_2: 0.4785 (0.4665)  loss_giou_aux_3: 0.4817 (0.4632)  loss_giou_aux_4: 0.4785 (0.4622)  loss_giou_aux_5: 0.5593 (0.5459)  loss_giou_dn_0: 0.5607 (0.5604)  loss_giou_dn_1: 0.4473 (0.4525)  loss_giou_dn_2: 0.4201 (0.4213)  loss_giou_dn_3: 0.4140 (0.4130)  loss_giou_dn_4: 0.4135 (0.4109)  loss_giou_dn_5: 0.4136 (0.4111)  loss_vfl: 0.6368 (0.6532)  loss_vfl_aux_0: 0.7147 (0.7508)  loss_vfl_aux_1: 0.6880 (0.7042)  loss_vfl_aux_2: 0.6678 (0.6792)  loss_vfl_aux_3: 0.6456 (0.6654)  loss_vfl_aux_4: 0.6439 (0.6571)  loss_vfl_aux_5: 0.6946 (0.7412)  loss_vfl_dn_0: 0.4422 (0.4449)  loss_vfl_dn_1: 0.3761 (0.3793)  loss_vfl_dn_2: 0.3634 (0.3633)  loss_vfl_dn_3: 0.3583 (0.3562)  loss_vfl_dn_4: 0.3541 (0.3537)  loss_vfl_dn_5: 0.3564 (0.3529)  time: 0.4689  data: 0.0140  max mem: 5654
Epoch: [61]  [6400/7393]  eta: 0:08:08  lr: 0.000010  loss: 15.2662 (15.3074)  loss_bbox: 0.1348 (0.1478)  loss_bbox_aux_0: 0.1475 (0.1603)  loss_bbox_aux_1: 0.1282 (0.1532)  loss_bbox_aux_2: 0.1327 (0.1504)  loss_bbox_aux_3: 0.1345 (0.1485)  loss_bbox_aux_4: 0.1267 (0.1478)  loss_bbox_aux_5: 0.1872 (0.1951)  loss_bbox_dn_0: 0.2494 (0.2538)  loss_bbox_dn_1: 0.1791 (0.1848)  loss_bbox_dn_2: 0.1545 (0.1646)  loss_bbox_dn_3: 0.1479 (0.1587)  loss_bbox_dn_4: 0.1459 (0.1573)  loss_bbox_dn_5: 0.1459 (0.1574)  loss_giou: 0.4760 (0.4620)  loss_giou_aux_0: 0.4986 (0.4844)  loss_giou_aux_1: 0.4778 (0.4717)  loss_giou_aux_2: 0.4810 (0.4665)  loss_giou_aux_3: 0.4742 (0.4632)  loss_giou_aux_4: 0.4760 (0.4622)  loss_giou_aux_5: 0.5582 (0.5459)  loss_giou_dn_0: 0.5676 (0.5604)  loss_giou_dn_1: 0.4555 (0.4525)  loss_giou_dn_2: 0.4267 (0.4213)  loss_giou_dn_3: 0.4212 (0.4130)  loss_giou_dn_4: 0.4201 (0.4109)  loss_giou_dn_5: 0.4202 (0.4111)  loss_vfl: 0.6311 (0.6533)  loss_vfl_aux_0: 0.7482 (0.7510)  loss_vfl_aux_1: 0.7093 (0.7045)  loss_vfl_aux_2: 0.6758 (0.6793)  loss_vfl_aux_3: 0.6350 (0.6655)  loss_vfl_aux_4: 0.6332 (0.6572)  loss_vfl_aux_5: 0.7300 (0.7412)  loss_vfl_dn_0: 0.4421 (0.4450)  loss_vfl_dn_1: 0.3794 (0.3793)  loss_vfl_dn_2: 0.3651 (0.3633)  loss_vfl_dn_3: 0.3595 (0.3562)  loss_vfl_dn_4: 0.3560 (0.3537)  loss_vfl_dn_5: 0.3560 (0.3530)  time: 0.4903  data: 0.0144  max mem: 5654
Epoch: [61]  [6500/7393]  eta: 0:07:19  lr: 0.000010  loss: 15.0567 (15.3048)  loss_bbox: 0.1507 (0.1477)  loss_bbox_aux_0: 0.1595 (0.1602)  loss_bbox_aux_1: 0.1416 (0.1531)  loss_bbox_aux_2: 0.1482 (0.1503)  loss_bbox_aux_3: 0.1431 (0.1484)  loss_bbox_aux_4: 0.1506 (0.1478)  loss_bbox_aux_5: 0.1965 (0.1950)  loss_bbox_dn_0: 0.2557 (0.2537)  loss_bbox_dn_1: 0.1793 (0.1847)  loss_bbox_dn_2: 0.1520 (0.1644)  loss_bbox_dn_3: 0.1438 (0.1586)  loss_bbox_dn_4: 0.1411 (0.1572)  loss_bbox_dn_5: 0.1411 (0.1573)  loss_giou: 0.4712 (0.4619)  loss_giou_aux_0: 0.4845 (0.4844)  loss_giou_aux_1: 0.4749 (0.4716)  loss_giou_aux_2: 0.4761 (0.4664)  loss_giou_aux_3: 0.4737 (0.4631)  loss_giou_aux_4: 0.4738 (0.4621)  loss_giou_aux_5: 0.5337 (0.5459)  loss_giou_dn_0: 0.5728 (0.5605)  loss_giou_dn_1: 0.4550 (0.4525)  loss_giou_dn_2: 0.4164 (0.4212)  loss_giou_dn_3: 0.4081 (0.4130)  loss_giou_dn_4: 0.4077 (0.4109)  loss_giou_dn_5: 0.4078 (0.4111)  loss_vfl: 0.6355 (0.6532)  loss_vfl_aux_0: 0.7255 (0.7509)  loss_vfl_aux_1: 0.6823 (0.7044)  loss_vfl_aux_2: 0.6510 (0.6792)  loss_vfl_aux_3: 0.6365 (0.6654)  loss_vfl_aux_4: 0.6269 (0.6571)  loss_vfl_aux_5: 0.7357 (0.7410)  loss_vfl_dn_0: 0.4381 (0.4450)  loss_vfl_dn_1: 0.3758 (0.3793)  loss_vfl_dn_2: 0.3639 (0.3633)  loss_vfl_dn_3: 0.3557 (0.3562)  loss_vfl_dn_4: 0.3556 (0.3537)  loss_vfl_dn_5: 0.3541 (0.3530)  time: 0.4765  data: 0.0138  max mem: 5654
Epoch: [61]  [6600/7393]  eta: 0:06:29  lr: 0.000010  loss: 14.8629 (15.3077)  loss_bbox: 0.1436 (0.1477)  loss_bbox_aux_0: 0.1491 (0.1601)  loss_bbox_aux_1: 0.1423 (0.1530)  loss_bbox_aux_2: 0.1429 (0.1503)  loss_bbox_aux_3: 0.1421 (0.1484)  loss_bbox_aux_4: 0.1435 (0.1477)  loss_bbox_aux_5: 0.1866 (0.1950)  loss_bbox_dn_0: 0.2406 (0.2536)  loss_bbox_dn_1: 0.1851 (0.1846)  loss_bbox_dn_2: 0.1657 (0.1644)  loss_bbox_dn_3: 0.1637 (0.1586)  loss_bbox_dn_4: 0.1628 (0.1572)  loss_bbox_dn_5: 0.1628 (0.1572)  loss_giou: 0.4522 (0.4621)  loss_giou_aux_0: 0.4693 (0.4845)  loss_giou_aux_1: 0.4569 (0.4719)  loss_giou_aux_2: 0.4625 (0.4666)  loss_giou_aux_3: 0.4595 (0.4633)  loss_giou_aux_4: 0.4521 (0.4623)  loss_giou_aux_5: 0.5426 (0.5461)  loss_giou_dn_0: 0.5663 (0.5606)  loss_giou_dn_1: 0.4621 (0.4526)  loss_giou_dn_2: 0.4248 (0.4214)  loss_giou_dn_3: 0.4138 (0.4132)  loss_giou_dn_4: 0.4142 (0.4110)  loss_giou_dn_5: 0.4141 (0.4112)  loss_vfl: 0.6291 (0.6534)  loss_vfl_aux_0: 0.7469 (0.7510)  loss_vfl_aux_1: 0.6824 (0.7045)  loss_vfl_aux_2: 0.6500 (0.6795)  loss_vfl_aux_3: 0.6392 (0.6656)  loss_vfl_aux_4: 0.6260 (0.6573)  loss_vfl_aux_5: 0.7303 (0.7412)  loss_vfl_dn_0: 0.4462 (0.4450)  loss_vfl_dn_1: 0.3839 (0.3793)  loss_vfl_dn_2: 0.3660 (0.3634)  loss_vfl_dn_3: 0.3584 (0.3563)  loss_vfl_dn_4: 0.3565 (0.3537)  loss_vfl_dn_5: 0.3558 (0.3530)  time: 0.4811  data: 0.0138  max mem: 5654
Epoch: [61]  [6700/7393]  eta: 0:05:40  lr: 0.000010  loss: 15.3057 (15.3051)  loss_bbox: 0.1452 (0.1477)  loss_bbox_aux_0: 0.1730 (0.1602)  loss_bbox_aux_1: 0.1527 (0.1531)  loss_bbox_aux_2: 0.1462 (0.1503)  loss_bbox_aux_3: 0.1451 (0.1484)  loss_bbox_aux_4: 0.1449 (0.1477)  loss_bbox_aux_5: 0.1996 (0.1950)  loss_bbox_dn_0: 0.2354 (0.2537)  loss_bbox_dn_1: 0.1680 (0.1846)  loss_bbox_dn_2: 0.1484 (0.1644)  loss_bbox_dn_3: 0.1458 (0.1586)  loss_bbox_dn_4: 0.1453 (0.1572)  loss_bbox_dn_5: 0.1453 (0.1572)  loss_giou: 0.4117 (0.4617)  loss_giou_aux_0: 0.4575 (0.4841)  loss_giou_aux_1: 0.4265 (0.4715)  loss_giou_aux_2: 0.4146 (0.4662)  loss_giou_aux_3: 0.4105 (0.4629)  loss_giou_aux_4: 0.4114 (0.4619)  loss_giou_aux_5: 0.5083 (0.5457)  loss_giou_dn_0: 0.5229 (0.5603)  loss_giou_dn_1: 0.4119 (0.4523)  loss_giou_dn_2: 0.3818 (0.4211)  loss_giou_dn_3: 0.3733 (0.4129)  loss_giou_dn_4: 0.3703 (0.4108)  loss_giou_dn_5: 0.3706 (0.4110)  loss_vfl: 0.6481 (0.6535)  loss_vfl_aux_0: 0.7126 (0.7512)  loss_vfl_aux_1: 0.6885 (0.7047)  loss_vfl_aux_2: 0.6780 (0.6797)  loss_vfl_aux_3: 0.6685 (0.6657)  loss_vfl_aux_4: 0.6551 (0.6575)  loss_vfl_aux_5: 0.7427 (0.7414)  loss_vfl_dn_0: 0.4491 (0.4450)  loss_vfl_dn_1: 0.3719 (0.3793)  loss_vfl_dn_2: 0.3553 (0.3633)  loss_vfl_dn_3: 0.3492 (0.3562)  loss_vfl_dn_4: 0.3513 (0.3537)  loss_vfl_dn_5: 0.3518 (0.3530)  time: 0.4750  data: 0.0141  max mem: 5654
Epoch: [61]  [6800/7393]  eta: 0:04:51  lr: 0.000010  loss: 15.7922 (15.3086)  loss_bbox: 0.1276 (0.1477)  loss_bbox_aux_0: 0.1394 (0.1602)  loss_bbox_aux_1: 0.1300 (0.1530)  loss_bbox_aux_2: 0.1327 (0.1503)  loss_bbox_aux_3: 0.1285 (0.1484)  loss_bbox_aux_4: 0.1271 (0.1477)  loss_bbox_aux_5: 0.1806 (0.1949)  loss_bbox_dn_0: 0.2201 (0.2536)  loss_bbox_dn_1: 0.1615 (0.1846)  loss_bbox_dn_2: 0.1498 (0.1644)  loss_bbox_dn_3: 0.1433 (0.1586)  loss_bbox_dn_4: 0.1412 (0.1572)  loss_bbox_dn_5: 0.1413 (0.1572)  loss_giou: 0.4980 (0.4621)  loss_giou_aux_0: 0.5400 (0.4845)  loss_giou_aux_1: 0.5102 (0.4718)  loss_giou_aux_2: 0.5163 (0.4665)  loss_giou_aux_3: 0.5006 (0.4633)  loss_giou_aux_4: 0.4981 (0.4622)  loss_giou_aux_5: 0.5886 (0.5461)  loss_giou_dn_0: 0.6036 (0.5606)  loss_giou_dn_1: 0.5012 (0.4526)  loss_giou_dn_2: 0.4607 (0.4214)  loss_giou_dn_3: 0.4479 (0.4132)  loss_giou_dn_4: 0.4433 (0.4111)  loss_giou_dn_5: 0.4439 (0.4112)  loss_vfl: 0.6207 (0.6535)  loss_vfl_aux_0: 0.7213 (0.7511)  loss_vfl_aux_1: 0.6759 (0.7047)  loss_vfl_aux_2: 0.6455 (0.6797)  loss_vfl_aux_3: 0.6191 (0.6657)  loss_vfl_aux_4: 0.6254 (0.6575)  loss_vfl_aux_5: 0.6688 (0.7412)  loss_vfl_dn_0: 0.4430 (0.4450)  loss_vfl_dn_1: 0.3867 (0.3794)  loss_vfl_dn_2: 0.3729 (0.3634)  loss_vfl_dn_3: 0.3618 (0.3563)  loss_vfl_dn_4: 0.3606 (0.3538)  loss_vfl_dn_5: 0.3592 (0.3531)  time: 0.4804  data: 0.0145  max mem: 5654
Epoch: [61]  [6900/7393]  eta: 0:04:02  lr: 0.000010  loss: 15.4055 (15.3090)  loss_bbox: 0.1393 (0.1476)  loss_bbox_aux_0: 0.1361 (0.1601)  loss_bbox_aux_1: 0.1297 (0.1530)  loss_bbox_aux_2: 0.1310 (0.1502)  loss_bbox_aux_3: 0.1344 (0.1483)  loss_bbox_aux_4: 0.1370 (0.1476)  loss_bbox_aux_5: 0.1697 (0.1948)  loss_bbox_dn_0: 0.2285 (0.2534)  loss_bbox_dn_1: 0.1698 (0.1845)  loss_bbox_dn_2: 0.1552 (0.1643)  loss_bbox_dn_3: 0.1532 (0.1585)  loss_bbox_dn_4: 0.1512 (0.1571)  loss_bbox_dn_5: 0.1512 (0.1571)  loss_giou: 0.4438 (0.4623)  loss_giou_aux_0: 0.4677 (0.4847)  loss_giou_aux_1: 0.4511 (0.4720)  loss_giou_aux_2: 0.4512 (0.4667)  loss_giou_aux_3: 0.4426 (0.4635)  loss_giou_aux_4: 0.4438 (0.4624)  loss_giou_aux_5: 0.5358 (0.5462)  loss_giou_dn_0: 0.5609 (0.5607)  loss_giou_dn_1: 0.4508 (0.4528)  loss_giou_dn_2: 0.4262 (0.4216)  loss_giou_dn_3: 0.4181 (0.4134)  loss_giou_dn_4: 0.4147 (0.4112)  loss_giou_dn_5: 0.4147 (0.4114)  loss_vfl: 0.6357 (0.6534)  loss_vfl_aux_0: 0.7291 (0.7509)  loss_vfl_aux_1: 0.6918 (0.7045)  loss_vfl_aux_2: 0.6600 (0.6796)  loss_vfl_aux_3: 0.6441 (0.6656)  loss_vfl_aux_4: 0.6355 (0.6574)  loss_vfl_aux_5: 0.7399 (0.7410)  loss_vfl_dn_0: 0.4443 (0.4450)  loss_vfl_dn_1: 0.3812 (0.3794)  loss_vfl_dn_2: 0.3677 (0.3634)  loss_vfl_dn_3: 0.3588 (0.3563)  loss_vfl_dn_4: 0.3566 (0.3538)  loss_vfl_dn_5: 0.3547 (0.3531)  time: 0.4819  data: 0.0137  max mem: 5654
Epoch: [61]  [7000/7393]  eta: 0:03:13  lr: 0.000010  loss: 15.4186 (15.3099)  loss_bbox: 0.1474 (0.1477)  loss_bbox_aux_0: 0.1663 (0.1602)  loss_bbox_aux_1: 0.1569 (0.1531)  loss_bbox_aux_2: 0.1536 (0.1503)  loss_bbox_aux_3: 0.1485 (0.1484)  loss_bbox_aux_4: 0.1477 (0.1477)  loss_bbox_aux_5: 0.2105 (0.1949)  loss_bbox_dn_0: 0.2788 (0.2537)  loss_bbox_dn_1: 0.2042 (0.1847)  loss_bbox_dn_2: 0.1805 (0.1645)  loss_bbox_dn_3: 0.1728 (0.1587)  loss_bbox_dn_4: 0.1693 (0.1573)  loss_bbox_dn_5: 0.1694 (0.1573)  loss_giou: 0.4551 (0.4621)  loss_giou_aux_0: 0.4764 (0.4845)  loss_giou_aux_1: 0.4866 (0.4718)  loss_giou_aux_2: 0.4657 (0.4665)  loss_giou_aux_3: 0.4649 (0.4633)  loss_giou_aux_4: 0.4564 (0.4622)  loss_giou_aux_5: 0.5222 (0.5460)  loss_giou_dn_0: 0.5505 (0.5607)  loss_giou_dn_1: 0.4344 (0.4527)  loss_giou_dn_2: 0.4067 (0.4215)  loss_giou_dn_3: 0.3985 (0.4133)  loss_giou_dn_4: 0.3962 (0.4112)  loss_giou_dn_5: 0.3961 (0.4114)  loss_vfl: 0.6407 (0.6535)  loss_vfl_aux_0: 0.7463 (0.7510)  loss_vfl_aux_1: 0.6746 (0.7046)  loss_vfl_aux_2: 0.6589 (0.6797)  loss_vfl_aux_3: 0.6502 (0.6657)  loss_vfl_aux_4: 0.6390 (0.6575)  loss_vfl_aux_5: 0.7339 (0.7411)  loss_vfl_dn_0: 0.4507 (0.4450)  loss_vfl_dn_1: 0.3829 (0.3794)  loss_vfl_dn_2: 0.3636 (0.3634)  loss_vfl_dn_3: 0.3543 (0.3563)  loss_vfl_dn_4: 0.3518 (0.3538)  loss_vfl_dn_5: 0.3519 (0.3531)  time: 0.4720  data: 0.0136  max mem: 5654
Epoch: [61]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 15.6586 (15.3110)  loss_bbox: 0.1428 (0.1477)  loss_bbox_aux_0: 0.1549 (0.1602)  loss_bbox_aux_1: 0.1526 (0.1531)  loss_bbox_aux_2: 0.1465 (0.1503)  loss_bbox_aux_3: 0.1481 (0.1484)  loss_bbox_aux_4: 0.1476 (0.1477)  loss_bbox_aux_5: 0.1931 (0.1949)  loss_bbox_dn_0: 0.2516 (0.2536)  loss_bbox_dn_1: 0.1689 (0.1846)  loss_bbox_dn_2: 0.1510 (0.1644)  loss_bbox_dn_3: 0.1453 (0.1586)  loss_bbox_dn_4: 0.1445 (0.1572)  loss_bbox_dn_5: 0.1445 (0.1572)  loss_giou: 0.4586 (0.4623)  loss_giou_aux_0: 0.4877 (0.4847)  loss_giou_aux_1: 0.4719 (0.4720)  loss_giou_aux_2: 0.4706 (0.4667)  loss_giou_aux_3: 0.4629 (0.4635)  loss_giou_aux_4: 0.4612 (0.4625)  loss_giou_aux_5: 0.5416 (0.5463)  loss_giou_dn_0: 0.5776 (0.5608)  loss_giou_dn_1: 0.4702 (0.4529)  loss_giou_dn_2: 0.4336 (0.4217)  loss_giou_dn_3: 0.4280 (0.4135)  loss_giou_dn_4: 0.4295 (0.4114)  loss_giou_dn_5: 0.4296 (0.4116)  loss_vfl: 0.6534 (0.6535)  loss_vfl_aux_0: 0.7480 (0.7508)  loss_vfl_aux_1: 0.6850 (0.7045)  loss_vfl_aux_2: 0.6781 (0.6796)  loss_vfl_aux_3: 0.6710 (0.6656)  loss_vfl_aux_4: 0.6599 (0.6574)  loss_vfl_aux_5: 0.7282 (0.7408)  loss_vfl_dn_0: 0.4428 (0.4450)  loss_vfl_dn_1: 0.3810 (0.3794)  loss_vfl_dn_2: 0.3694 (0.3634)  loss_vfl_dn_3: 0.3615 (0.3563)  loss_vfl_dn_4: 0.3593 (0.3538)  loss_vfl_dn_5: 0.3585 (0.3531)  time: 0.4811  data: 0.0145  max mem: 5654
Epoch: [61]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 14.9034 (15.3122)  loss_bbox: 0.1378 (0.1476)  loss_bbox_aux_0: 0.1609 (0.1601)  loss_bbox_aux_1: 0.1478 (0.1530)  loss_bbox_aux_2: 0.1351 (0.1502)  loss_bbox_aux_3: 0.1342 (0.1483)  loss_bbox_aux_4: 0.1348 (0.1477)  loss_bbox_aux_5: 0.1858 (0.1949)  loss_bbox_dn_0: 0.2277 (0.2535)  loss_bbox_dn_1: 0.1574 (0.1845)  loss_bbox_dn_2: 0.1438 (0.1643)  loss_bbox_dn_3: 0.1416 (0.1586)  loss_bbox_dn_4: 0.1410 (0.1572)  loss_bbox_dn_5: 0.1410 (0.1572)  loss_giou: 0.4232 (0.4625)  loss_giou_aux_0: 0.4506 (0.4849)  loss_giou_aux_1: 0.4373 (0.4722)  loss_giou_aux_2: 0.4276 (0.4669)  loss_giou_aux_3: 0.4256 (0.4637)  loss_giou_aux_4: 0.4233 (0.4627)  loss_giou_aux_5: 0.5333 (0.5465)  loss_giou_dn_0: 0.5332 (0.5610)  loss_giou_dn_1: 0.4284 (0.4531)  loss_giou_dn_2: 0.3925 (0.4218)  loss_giou_dn_3: 0.3826 (0.4136)  loss_giou_dn_4: 0.3795 (0.4115)  loss_giou_dn_5: 0.3796 (0.4117)  loss_vfl: 0.6407 (0.6535)  loss_vfl_aux_0: 0.7486 (0.7507)  loss_vfl_aux_1: 0.6913 (0.7045)  loss_vfl_aux_2: 0.6752 (0.6797)  loss_vfl_aux_3: 0.6612 (0.6656)  loss_vfl_aux_4: 0.6585 (0.6574)  loss_vfl_aux_5: 0.7100 (0.7406)  loss_vfl_dn_0: 0.4407 (0.4449)  loss_vfl_dn_1: 0.3742 (0.3794)  loss_vfl_dn_2: 0.3579 (0.3634)  loss_vfl_dn_3: 0.3485 (0.3563)  loss_vfl_dn_4: 0.3445 (0.3538)  loss_vfl_dn_5: 0.3436 (0.3531)  time: 0.4782  data: 0.0137  max mem: 5654
Epoch: [61]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.5471 (15.3119)  loss_bbox: 0.1365 (0.1476)  loss_bbox_aux_0: 0.1579 (0.1601)  loss_bbox_aux_1: 0.1512 (0.1530)  loss_bbox_aux_2: 0.1507 (0.1502)  loss_bbox_aux_3: 0.1469 (0.1483)  loss_bbox_aux_4: 0.1364 (0.1476)  loss_bbox_aux_5: 0.1849 (0.1949)  loss_bbox_dn_0: 0.2454 (0.2536)  loss_bbox_dn_1: 0.1703 (0.1846)  loss_bbox_dn_2: 0.1420 (0.1644)  loss_bbox_dn_3: 0.1352 (0.1586)  loss_bbox_dn_4: 0.1336 (0.1572)  loss_bbox_dn_5: 0.1336 (0.1573)  loss_giou: 0.4181 (0.4622)  loss_giou_aux_0: 0.4377 (0.4847)  loss_giou_aux_1: 0.4287 (0.4720)  loss_giou_aux_2: 0.4302 (0.4667)  loss_giou_aux_3: 0.4209 (0.4635)  loss_giou_aux_4: 0.4183 (0.4624)  loss_giou_aux_5: 0.4980 (0.5463)  loss_giou_dn_0: 0.5359 (0.5609)  loss_giou_dn_1: 0.4378 (0.4530)  loss_giou_dn_2: 0.4099 (0.4217)  loss_giou_dn_3: 0.4044 (0.4135)  loss_giou_dn_4: 0.4010 (0.4114)  loss_giou_dn_5: 0.4010 (0.4116)  loss_vfl: 0.6800 (0.6538)  loss_vfl_aux_0: 0.7812 (0.7509)  loss_vfl_aux_1: 0.7252 (0.7047)  loss_vfl_aux_2: 0.7106 (0.6800)  loss_vfl_aux_3: 0.6951 (0.6659)  loss_vfl_aux_4: 0.6891 (0.6577)  loss_vfl_aux_5: 0.7489 (0.7408)  loss_vfl_dn_0: 0.4448 (0.4449)  loss_vfl_dn_1: 0.3787 (0.3794)  loss_vfl_dn_2: 0.3653 (0.3634)  loss_vfl_dn_3: 0.3605 (0.3563)  loss_vfl_dn_4: 0.3558 (0.3538)  loss_vfl_dn_5: 0.3550 (0.3531)  time: 0.4710  data: 0.0135  max mem: 5654
Epoch: [61]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.5711 (15.3116)  loss_bbox: 0.1461 (0.1476)  loss_bbox_aux_0: 0.1640 (0.1601)  loss_bbox_aux_1: 0.1566 (0.1530)  loss_bbox_aux_2: 0.1471 (0.1502)  loss_bbox_aux_3: 0.1454 (0.1483)  loss_bbox_aux_4: 0.1451 (0.1477)  loss_bbox_aux_5: 0.2015 (0.1949)  loss_bbox_dn_0: 0.2527 (0.2536)  loss_bbox_dn_1: 0.1695 (0.1846)  loss_bbox_dn_2: 0.1545 (0.1644)  loss_bbox_dn_3: 0.1542 (0.1586)  loss_bbox_dn_4: 0.1544 (0.1572)  loss_bbox_dn_5: 0.1544 (0.1572)  loss_giou: 0.4388 (0.4621)  loss_giou_aux_0: 0.4683 (0.4846)  loss_giou_aux_1: 0.4530 (0.4719)  loss_giou_aux_2: 0.4467 (0.4666)  loss_giou_aux_3: 0.4434 (0.4634)  loss_giou_aux_4: 0.4455 (0.4623)  loss_giou_aux_5: 0.5460 (0.5463)  loss_giou_dn_0: 0.5732 (0.5609)  loss_giou_dn_1: 0.4692 (0.4530)  loss_giou_dn_2: 0.4295 (0.4217)  loss_giou_dn_3: 0.4223 (0.4135)  loss_giou_dn_4: 0.4193 (0.4114)  loss_giou_dn_5: 0.4190 (0.4115)  loss_vfl: 0.6522 (0.6538)  loss_vfl_aux_0: 0.7455 (0.7510)  loss_vfl_aux_1: 0.6828 (0.7047)  loss_vfl_aux_2: 0.6820 (0.6800)  loss_vfl_aux_3: 0.6549 (0.6659)  loss_vfl_aux_4: 0.6533 (0.6577)  loss_vfl_aux_5: 0.7363 (0.7407)  loss_vfl_dn_0: 0.4455 (0.4450)  loss_vfl_dn_1: 0.3838 (0.3794)  loss_vfl_dn_2: 0.3670 (0.3635)  loss_vfl_dn_3: 0.3605 (0.3563)  loss_vfl_dn_4: 0.3616 (0.3538)  loss_vfl_dn_5: 0.3599 (0.3531)  time: 0.4768  data: 0.0137  max mem: 5654
Epoch: [61] Total time: 1:00:25 (0.4904 s / it)
Averaged stats: lr: 0.000010  loss: 15.5711 (15.3116)  loss_bbox: 0.1461 (0.1476)  loss_bbox_aux_0: 0.1640 (0.1601)  loss_bbox_aux_1: 0.1566 (0.1530)  loss_bbox_aux_2: 0.1471 (0.1502)  loss_bbox_aux_3: 0.1454 (0.1483)  loss_bbox_aux_4: 0.1451 (0.1477)  loss_bbox_aux_5: 0.2015 (0.1949)  loss_bbox_dn_0: 0.2527 (0.2536)  loss_bbox_dn_1: 0.1695 (0.1846)  loss_bbox_dn_2: 0.1545 (0.1644)  loss_bbox_dn_3: 0.1542 (0.1586)  loss_bbox_dn_4: 0.1544 (0.1572)  loss_bbox_dn_5: 0.1544 (0.1572)  loss_giou: 0.4388 (0.4621)  loss_giou_aux_0: 0.4683 (0.4846)  loss_giou_aux_1: 0.4530 (0.4719)  loss_giou_aux_2: 0.4467 (0.4666)  loss_giou_aux_3: 0.4434 (0.4634)  loss_giou_aux_4: 0.4455 (0.4623)  loss_giou_aux_5: 0.5460 (0.5463)  loss_giou_dn_0: 0.5732 (0.5609)  loss_giou_dn_1: 0.4692 (0.4530)  loss_giou_dn_2: 0.4295 (0.4217)  loss_giou_dn_3: 0.4223 (0.4135)  loss_giou_dn_4: 0.4193 (0.4114)  loss_giou_dn_5: 0.4190 (0.4115)  loss_vfl: 0.6522 (0.6538)  loss_vfl_aux_0: 0.7455 (0.7510)  loss_vfl_aux_1: 0.6828 (0.7047)  loss_vfl_aux_2: 0.6820 (0.6800)  loss_vfl_aux_3: 0.6549 (0.6659)  loss_vfl_aux_4: 0.6533 (0.6577)  loss_vfl_aux_5: 0.7363 (0.7407)  loss_vfl_dn_0: 0.4455 (0.4450)  loss_vfl_dn_1: 0.3838 (0.3794)  loss_vfl_dn_2: 0.3670 (0.3635)  loss_vfl_dn_3: 0.3605 (0.3563)  loss_vfl_dn_4: 0.3616 (0.3538)  loss_vfl_dn_5: 0.3599 (0.3531)
Test:  [  0/157]  eta: 0:04:24    time: 1.6874  data: 1.2717  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5109  data: 0.1378  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3894  data: 0.0246  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3855  data: 0.0249  max mem: 5654
Test:  [ 40/157]  eta: 0:01:06    time: 0.6896  data: 0.0252  max mem: 5654
Test:  [ 50/157]  eta: 0:00:57    time: 0.6936  data: 0.0252  max mem: 5654
Test:  [ 60/157]  eta: 0:00:49    time: 0.3963  data: 0.0251  max mem: 5654
Test:  [ 70/157]  eta: 0:00:42    time: 0.3910  data: 0.0255  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.4041  data: 0.0265  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.4129  data: 0.0263  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3933  data: 0.0255  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3913  data: 0.0256  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3875  data: 0.0254  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3864  data: 0.0251  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3865  data: 0.0251  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6686  data: 0.0251  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6571  data: 0.0244  max mem: 5654
Test: Total time: 0:01:14 (0.4761 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.06s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.532
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.713
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.574
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.355
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.708
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.656
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.724
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.556
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.772
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
best_stat:  {'epoch': 59, 'coco_eval_bbox': 0.5319644360890239}
Epoch: [62]  [   0/7393]  eta: 13:56:57  lr: 0.000010  loss: 14.7516 (14.7516)  loss_bbox: 0.1197 (0.1197)  loss_bbox_aux_0: 0.1560 (0.1560)  loss_bbox_aux_1: 0.1388 (0.1388)  loss_bbox_aux_2: 0.1272 (0.1272)  loss_bbox_aux_3: 0.1205 (0.1205)  loss_bbox_aux_4: 0.1197 (0.1197)  loss_bbox_aux_5: 0.1797 (0.1797)  loss_bbox_dn_0: 0.2114 (0.2114)  loss_bbox_dn_1: 0.1519 (0.1519)  loss_bbox_dn_2: 0.1332 (0.1332)  loss_bbox_dn_3: 0.1275 (0.1275)  loss_bbox_dn_4: 0.1242 (0.1242)  loss_bbox_dn_5: 0.1242 (0.1242)  loss_giou: 0.4392 (0.4392)  loss_giou_aux_0: 0.4982 (0.4982)  loss_giou_aux_1: 0.4628 (0.4628)  loss_giou_aux_2: 0.4466 (0.4466)  loss_giou_aux_3: 0.4395 (0.4395)  loss_giou_aux_4: 0.4392 (0.4392)  loss_giou_aux_5: 0.5416 (0.5416)  loss_giou_dn_0: 0.5405 (0.5405)  loss_giou_dn_1: 0.4263 (0.4263)  loss_giou_dn_2: 0.3966 (0.3966)  loss_giou_dn_3: 0.3879 (0.3879)  loss_giou_dn_4: 0.3824 (0.3824)  loss_giou_dn_5: 0.3821 (0.3821)  loss_vfl: 0.6429 (0.6429)  loss_vfl_aux_0: 0.7523 (0.7523)  loss_vfl_aux_1: 0.7616 (0.7616)  loss_vfl_aux_2: 0.7013 (0.7013)  loss_vfl_aux_3: 0.6869 (0.6869)  loss_vfl_aux_4: 0.6464 (0.6464)  loss_vfl_aux_5: 0.6930 (0.6930)  loss_vfl_dn_0: 0.4542 (0.4542)  loss_vfl_dn_1: 0.3840 (0.3840)  loss_vfl_dn_2: 0.3594 (0.3594)  loss_vfl_dn_3: 0.3526 (0.3526)  loss_vfl_dn_4: 0.3510 (0.3510)  loss_vfl_dn_5: 0.3490 (0.3490)  time: 6.7925  data: 3.8621  max mem: 5654
Epoch: [62]  [ 100/7393]  eta: 1:07:07  lr: 0.000010  loss: 15.2428 (15.1025)  loss_bbox: 0.1336 (0.1443)  loss_bbox_aux_0: 0.1553 (0.1575)  loss_bbox_aux_1: 0.1390 (0.1500)  loss_bbox_aux_2: 0.1371 (0.1478)  loss_bbox_aux_3: 0.1405 (0.1453)  loss_bbox_aux_4: 0.1347 (0.1447)  loss_bbox_aux_5: 0.1880 (0.1942)  loss_bbox_dn_0: 0.2294 (0.2528)  loss_bbox_dn_1: 0.1578 (0.1831)  loss_bbox_dn_2: 0.1449 (0.1625)  loss_bbox_dn_3: 0.1410 (0.1569)  loss_bbox_dn_4: 0.1379 (0.1556)  loss_bbox_dn_5: 0.1379 (0.1556)  loss_giou: 0.4290 (0.4457)  loss_giou_aux_0: 0.4584 (0.4694)  loss_giou_aux_1: 0.4475 (0.4553)  loss_giou_aux_2: 0.4349 (0.4522)  loss_giou_aux_3: 0.4276 (0.4472)  loss_giou_aux_4: 0.4273 (0.4454)  loss_giou_aux_5: 0.5228 (0.5329)  loss_giou_dn_0: 0.5520 (0.5514)  loss_giou_dn_1: 0.4384 (0.4420)  loss_giou_dn_2: 0.4084 (0.4102)  loss_giou_dn_3: 0.3995 (0.4013)  loss_giou_dn_4: 0.3961 (0.3991)  loss_giou_dn_5: 0.3960 (0.3992)  loss_vfl: 0.6550 (0.6575)  loss_vfl_aux_0: 0.7304 (0.7514)  loss_vfl_aux_1: 0.7023 (0.7075)  loss_vfl_aux_2: 0.6670 (0.6798)  loss_vfl_aux_3: 0.6682 (0.6676)  loss_vfl_aux_4: 0.6556 (0.6613)  loss_vfl_aux_5: 0.7226 (0.7359)  loss_vfl_dn_0: 0.4412 (0.4439)  loss_vfl_dn_1: 0.3741 (0.3774)  loss_vfl_dn_2: 0.3599 (0.3615)  loss_vfl_dn_3: 0.3502 (0.3540)  loss_vfl_dn_4: 0.3496 (0.3517)  loss_vfl_dn_5: 0.3487 (0.3511)  time: 0.4828  data: 0.0152  max mem: 5654
Epoch: [62]  [ 200/7393]  eta: 1:01:56  lr: 0.000010  loss: 15.3173 (15.1493)  loss_bbox: 0.1442 (0.1430)  loss_bbox_aux_0: 0.1485 (0.1557)  loss_bbox_aux_1: 0.1418 (0.1494)  loss_bbox_aux_2: 0.1403 (0.1461)  loss_bbox_aux_3: 0.1440 (0.1440)  loss_bbox_aux_4: 0.1433 (0.1432)  loss_bbox_aux_5: 0.1820 (0.1912)  loss_bbox_dn_0: 0.2436 (0.2484)  loss_bbox_dn_1: 0.1622 (0.1799)  loss_bbox_dn_2: 0.1507 (0.1600)  loss_bbox_dn_3: 0.1502 (0.1543)  loss_bbox_dn_4: 0.1500 (0.1531)  loss_bbox_dn_5: 0.1501 (0.1531)  loss_giou: 0.4369 (0.4572)  loss_giou_aux_0: 0.4740 (0.4817)  loss_giou_aux_1: 0.4591 (0.4688)  loss_giou_aux_2: 0.4460 (0.4636)  loss_giou_aux_3: 0.4470 (0.4598)  loss_giou_aux_4: 0.4386 (0.4575)  loss_giou_aux_5: 0.5194 (0.5425)  loss_giou_dn_0: 0.5443 (0.5579)  loss_giou_dn_1: 0.4463 (0.4493)  loss_giou_dn_2: 0.4143 (0.4181)  loss_giou_dn_3: 0.3997 (0.4097)  loss_giou_dn_4: 0.3951 (0.4076)  loss_giou_dn_5: 0.3954 (0.4077)  loss_vfl: 0.6585 (0.6510)  loss_vfl_aux_0: 0.7566 (0.7431)  loss_vfl_aux_1: 0.7247 (0.6953)  loss_vfl_aux_2: 0.6961 (0.6734)  loss_vfl_aux_3: 0.6815 (0.6597)  loss_vfl_aux_4: 0.6621 (0.6552)  loss_vfl_aux_5: 0.7550 (0.7315)  loss_vfl_dn_0: 0.4430 (0.4418)  loss_vfl_dn_1: 0.3711 (0.3769)  loss_vfl_dn_2: 0.3553 (0.3614)  loss_vfl_dn_3: 0.3461 (0.3544)  loss_vfl_dn_4: 0.3425 (0.3518)  loss_vfl_dn_5: 0.3419 (0.3512)  time: 0.4911  data: 0.0157  max mem: 5654
Epoch: [62]  [ 300/7393]  eta: 0:59:36  lr: 0.000010  loss: 15.1901 (15.2142)  loss_bbox: 0.1365 (0.1442)  loss_bbox_aux_0: 0.1555 (0.1580)  loss_bbox_aux_1: 0.1467 (0.1512)  loss_bbox_aux_2: 0.1388 (0.1473)  loss_bbox_aux_3: 0.1361 (0.1450)  loss_bbox_aux_4: 0.1360 (0.1442)  loss_bbox_aux_5: 0.1926 (0.1932)  loss_bbox_dn_0: 0.2544 (0.2497)  loss_bbox_dn_1: 0.1881 (0.1819)  loss_bbox_dn_2: 0.1670 (0.1615)  loss_bbox_dn_3: 0.1574 (0.1558)  loss_bbox_dn_4: 0.1585 (0.1546)  loss_bbox_dn_5: 0.1587 (0.1546)  loss_giou: 0.4427 (0.4596)  loss_giou_aux_0: 0.4724 (0.4848)  loss_giou_aux_1: 0.4615 (0.4714)  loss_giou_aux_2: 0.4468 (0.4656)  loss_giou_aux_3: 0.4355 (0.4617)  loss_giou_aux_4: 0.4410 (0.4600)  loss_giou_aux_5: 0.5401 (0.5448)  loss_giou_dn_0: 0.5702 (0.5596)  loss_giou_dn_1: 0.4509 (0.4514)  loss_giou_dn_2: 0.4093 (0.4201)  loss_giou_dn_3: 0.4007 (0.4116)  loss_giou_dn_4: 0.3988 (0.4096)  loss_giou_dn_5: 0.3986 (0.4097)  loss_vfl: 0.6527 (0.6514)  loss_vfl_aux_0: 0.7382 (0.7428)  loss_vfl_aux_1: 0.6995 (0.6969)  loss_vfl_aux_2: 0.6868 (0.6750)  loss_vfl_aux_3: 0.6644 (0.6619)  loss_vfl_aux_4: 0.6612 (0.6559)  loss_vfl_aux_5: 0.7559 (0.7330)  loss_vfl_dn_0: 0.4409 (0.4433)  loss_vfl_dn_1: 0.3838 (0.3786)  loss_vfl_dn_2: 0.3652 (0.3629)  loss_vfl_dn_3: 0.3584 (0.3559)  loss_vfl_dn_4: 0.3537 (0.3532)  loss_vfl_dn_5: 0.3536 (0.3524)  time: 0.4736  data: 0.0155  max mem: 5654
Epoch: [62]  [ 400/7393]  eta: 0:58:03  lr: 0.000010  loss: 15.2418 (15.2282)  loss_bbox: 0.1343 (0.1434)  loss_bbox_aux_0: 0.1507 (0.1571)  loss_bbox_aux_1: 0.1398 (0.1506)  loss_bbox_aux_2: 0.1364 (0.1468)  loss_bbox_aux_3: 0.1355 (0.1443)  loss_bbox_aux_4: 0.1332 (0.1435)  loss_bbox_aux_5: 0.1827 (0.1916)  loss_bbox_dn_0: 0.2222 (0.2493)  loss_bbox_dn_1: 0.1651 (0.1815)  loss_bbox_dn_2: 0.1378 (0.1611)  loss_bbox_dn_3: 0.1317 (0.1553)  loss_bbox_dn_4: 0.1305 (0.1541)  loss_bbox_dn_5: 0.1305 (0.1541)  loss_giou: 0.5170 (0.4630)  loss_giou_aux_0: 0.5225 (0.4881)  loss_giou_aux_1: 0.5167 (0.4751)  loss_giou_aux_2: 0.5181 (0.4691)  loss_giou_aux_3: 0.5094 (0.4653)  loss_giou_aux_4: 0.5089 (0.4635)  loss_giou_aux_5: 0.5655 (0.5480)  loss_giou_dn_0: 0.5892 (0.5609)  loss_giou_dn_1: 0.4763 (0.4531)  loss_giou_dn_2: 0.4421 (0.4217)  loss_giou_dn_3: 0.4421 (0.4133)  loss_giou_dn_4: 0.4409 (0.4113)  loss_giou_dn_5: 0.4410 (0.4115)  loss_vfl: 0.6192 (0.6504)  loss_vfl_aux_0: 0.7206 (0.7401)  loss_vfl_aux_1: 0.6795 (0.6947)  loss_vfl_aux_2: 0.6434 (0.6731)  loss_vfl_aux_3: 0.6404 (0.6609)  loss_vfl_aux_4: 0.6305 (0.6545)  loss_vfl_aux_5: 0.6905 (0.7321)  loss_vfl_dn_0: 0.4313 (0.4432)  loss_vfl_dn_1: 0.3752 (0.3788)  loss_vfl_dn_2: 0.3656 (0.3629)  loss_vfl_dn_3: 0.3586 (0.3557)  loss_vfl_dn_4: 0.3573 (0.3531)  loss_vfl_dn_5: 0.3558 (0.3523)  time: 0.4870  data: 0.0153  max mem: 5654
Epoch: [62]  [ 500/7393]  eta: 0:56:48  lr: 0.000010  loss: 15.3901 (15.2696)  loss_bbox: 0.1409 (0.1441)  loss_bbox_aux_0: 0.1476 (0.1572)  loss_bbox_aux_1: 0.1463 (0.1507)  loss_bbox_aux_2: 0.1438 (0.1471)  loss_bbox_aux_3: 0.1482 (0.1452)  loss_bbox_aux_4: 0.1406 (0.1442)  loss_bbox_aux_5: 0.1740 (0.1918)  loss_bbox_dn_0: 0.2398 (0.2500)  loss_bbox_dn_1: 0.1692 (0.1827)  loss_bbox_dn_2: 0.1516 (0.1626)  loss_bbox_dn_3: 0.1471 (0.1568)  loss_bbox_dn_4: 0.1470 (0.1556)  loss_bbox_dn_5: 0.1470 (0.1556)  loss_giou: 0.4415 (0.4637)  loss_giou_aux_0: 0.4695 (0.4883)  loss_giou_aux_1: 0.4522 (0.4751)  loss_giou_aux_2: 0.4406 (0.4693)  loss_giou_aux_3: 0.4395 (0.4659)  loss_giou_aux_4: 0.4414 (0.4642)  loss_giou_aux_5: 0.5205 (0.5489)  loss_giou_dn_0: 0.5526 (0.5619)  loss_giou_dn_1: 0.4425 (0.4542)  loss_giou_dn_2: 0.4131 (0.4230)  loss_giou_dn_3: 0.4060 (0.4147)  loss_giou_dn_4: 0.4050 (0.4127)  loss_giou_dn_5: 0.4050 (0.4129)  loss_vfl: 0.6403 (0.6517)  loss_vfl_aux_0: 0.7550 (0.7431)  loss_vfl_aux_1: 0.7127 (0.6982)  loss_vfl_aux_2: 0.6617 (0.6759)  loss_vfl_aux_3: 0.6466 (0.6623)  loss_vfl_aux_4: 0.6591 (0.6557)  loss_vfl_aux_5: 0.7389 (0.7336)  loss_vfl_dn_0: 0.4451 (0.4436)  loss_vfl_dn_1: 0.3806 (0.3795)  loss_vfl_dn_2: 0.3652 (0.3638)  loss_vfl_dn_3: 0.3587 (0.3566)  loss_vfl_dn_4: 0.3539 (0.3541)  loss_vfl_dn_5: 0.3546 (0.3533)  time: 0.4882  data: 0.0143  max mem: 5654
Epoch: [62]  [ 600/7393]  eta: 0:55:42  lr: 0.000010  loss: 15.5208 (15.2602)  loss_bbox: 0.1441 (0.1441)  loss_bbox_aux_0: 0.1534 (0.1571)  loss_bbox_aux_1: 0.1443 (0.1505)  loss_bbox_aux_2: 0.1360 (0.1468)  loss_bbox_aux_3: 0.1369 (0.1450)  loss_bbox_aux_4: 0.1444 (0.1445)  loss_bbox_aux_5: 0.1785 (0.1917)  loss_bbox_dn_0: 0.2241 (0.2494)  loss_bbox_dn_1: 0.1642 (0.1824)  loss_bbox_dn_2: 0.1444 (0.1623)  loss_bbox_dn_3: 0.1397 (0.1565)  loss_bbox_dn_4: 0.1387 (0.1552)  loss_bbox_dn_5: 0.1387 (0.1553)  loss_giou: 0.4537 (0.4622)  loss_giou_aux_0: 0.4913 (0.4865)  loss_giou_aux_1: 0.4719 (0.4731)  loss_giou_aux_2: 0.4489 (0.4673)  loss_giou_aux_3: 0.4555 (0.4639)  loss_giou_aux_4: 0.4585 (0.4628)  loss_giou_aux_5: 0.5534 (0.5473)  loss_giou_dn_0: 0.5727 (0.5613)  loss_giou_dn_1: 0.4730 (0.4539)  loss_giou_dn_2: 0.4370 (0.4228)  loss_giou_dn_3: 0.4262 (0.4145)  loss_giou_dn_4: 0.4244 (0.4124)  loss_giou_dn_5: 0.4247 (0.4126)  loss_vfl: 0.6549 (0.6527)  loss_vfl_aux_0: 0.7505 (0.7441)  loss_vfl_aux_1: 0.6927 (0.6997)  loss_vfl_aux_2: 0.6709 (0.6775)  loss_vfl_aux_3: 0.6660 (0.6637)  loss_vfl_aux_4: 0.6548 (0.6559)  loss_vfl_aux_5: 0.7360 (0.7345)  loss_vfl_dn_0: 0.4458 (0.4437)  loss_vfl_dn_1: 0.3861 (0.3795)  loss_vfl_dn_2: 0.3757 (0.3636)  loss_vfl_dn_3: 0.3669 (0.3566)  loss_vfl_dn_4: 0.3636 (0.3540)  loss_vfl_dn_5: 0.3622 (0.3532)  time: 0.4775  data: 0.0142  max mem: 5654
Epoch: [62]  [ 700/7393]  eta: 0:54:39  lr: 0.000010  loss: 15.3285 (15.2778)  loss_bbox: 0.1348 (0.1445)  loss_bbox_aux_0: 0.1464 (0.1576)  loss_bbox_aux_1: 0.1478 (0.1510)  loss_bbox_aux_2: 0.1384 (0.1470)  loss_bbox_aux_3: 0.1370 (0.1453)  loss_bbox_aux_4: 0.1340 (0.1449)  loss_bbox_aux_5: 0.1813 (0.1920)  loss_bbox_dn_0: 0.2492 (0.2495)  loss_bbox_dn_1: 0.1931 (0.1825)  loss_bbox_dn_2: 0.1743 (0.1624)  loss_bbox_dn_3: 0.1686 (0.1567)  loss_bbox_dn_4: 0.1657 (0.1554)  loss_bbox_dn_5: 0.1657 (0.1554)  loss_giou: 0.4370 (0.4635)  loss_giou_aux_0: 0.4564 (0.4884)  loss_giou_aux_1: 0.4367 (0.4747)  loss_giou_aux_2: 0.4369 (0.4685)  loss_giou_aux_3: 0.4341 (0.4651)  loss_giou_aux_4: 0.4311 (0.4642)  loss_giou_aux_5: 0.5207 (0.5492)  loss_giou_dn_0: 0.5731 (0.5622)  loss_giou_dn_1: 0.4582 (0.4547)  loss_giou_dn_2: 0.4189 (0.4236)  loss_giou_dn_3: 0.4070 (0.4153)  loss_giou_dn_4: 0.4050 (0.4132)  loss_giou_dn_5: 0.4053 (0.4134)  loss_vfl: 0.6564 (0.6526)  loss_vfl_aux_0: 0.7814 (0.7434)  loss_vfl_aux_1: 0.7434 (0.6989)  loss_vfl_aux_2: 0.7111 (0.6779)  loss_vfl_aux_3: 0.6923 (0.6639)  loss_vfl_aux_4: 0.6585 (0.6558)  loss_vfl_aux_5: 0.7591 (0.7341)  loss_vfl_dn_0: 0.4497 (0.4437)  loss_vfl_dn_1: 0.3816 (0.3795)  loss_vfl_dn_2: 0.3676 (0.3637)  loss_vfl_dn_3: 0.3611 (0.3565)  loss_vfl_dn_4: 0.3594 (0.3540)  loss_vfl_dn_5: 0.3590 (0.3533)  time: 0.4855  data: 0.0150  max mem: 5654
Epoch: [62]  [ 800/7393]  eta: 0:53:33  lr: 0.000010  loss: 15.2550 (15.2799)  loss_bbox: 0.1421 (0.1440)  loss_bbox_aux_0: 0.1556 (0.1572)  loss_bbox_aux_1: 0.1464 (0.1505)  loss_bbox_aux_2: 0.1413 (0.1466)  loss_bbox_aux_3: 0.1394 (0.1448)  loss_bbox_aux_4: 0.1425 (0.1445)  loss_bbox_aux_5: 0.1865 (0.1918)  loss_bbox_dn_0: 0.2360 (0.2490)  loss_bbox_dn_1: 0.1682 (0.1822)  loss_bbox_dn_2: 0.1550 (0.1623)  loss_bbox_dn_3: 0.1510 (0.1565)  loss_bbox_dn_4: 0.1483 (0.1552)  loss_bbox_dn_5: 0.1483 (0.1552)  loss_giou: 0.4433 (0.4629)  loss_giou_aux_0: 0.4682 (0.4880)  loss_giou_aux_1: 0.4648 (0.4741)  loss_giou_aux_2: 0.4456 (0.4678)  loss_giou_aux_3: 0.4367 (0.4643)  loss_giou_aux_4: 0.4337 (0.4635)  loss_giou_aux_5: 0.5295 (0.5492)  loss_giou_dn_0: 0.5670 (0.5617)  loss_giou_dn_1: 0.4538 (0.4546)  loss_giou_dn_2: 0.4174 (0.4235)  loss_giou_dn_3: 0.4040 (0.4152)  loss_giou_dn_4: 0.4001 (0.4131)  loss_giou_dn_5: 0.4004 (0.4133)  loss_vfl: 0.6900 (0.6544)  loss_vfl_aux_0: 0.7534 (0.7449)  loss_vfl_aux_1: 0.7252 (0.7006)  loss_vfl_aux_2: 0.6942 (0.6794)  loss_vfl_aux_3: 0.6979 (0.6659)  loss_vfl_aux_4: 0.6850 (0.6576)  loss_vfl_aux_5: 0.7379 (0.7343)  loss_vfl_dn_0: 0.4414 (0.4439)  loss_vfl_dn_1: 0.3762 (0.3796)  loss_vfl_dn_2: 0.3587 (0.3638)  loss_vfl_dn_3: 0.3534 (0.3567)  loss_vfl_dn_4: 0.3509 (0.3543)  loss_vfl_dn_5: 0.3500 (0.3535)  time: 0.4718  data: 0.0140  max mem: 5654
Epoch: [62]  [ 900/7393]  eta: 0:52:33  lr: 0.000010  loss: 15.4714 (15.2972)  loss_bbox: 0.1392 (0.1444)  loss_bbox_aux_0: 0.1464 (0.1571)  loss_bbox_aux_1: 0.1442 (0.1503)  loss_bbox_aux_2: 0.1388 (0.1469)  loss_bbox_aux_3: 0.1388 (0.1451)  loss_bbox_aux_4: 0.1382 (0.1449)  loss_bbox_aux_5: 0.1861 (0.1919)  loss_bbox_dn_0: 0.2497 (0.2507)  loss_bbox_dn_1: 0.1661 (0.1833)  loss_bbox_dn_2: 0.1416 (0.1631)  loss_bbox_dn_3: 0.1378 (0.1573)  loss_bbox_dn_4: 0.1413 (0.1560)  loss_bbox_dn_5: 0.1418 (0.1560)  loss_giou: 0.4545 (0.4621)  loss_giou_aux_0: 0.4880 (0.4869)  loss_giou_aux_1: 0.4818 (0.4731)  loss_giou_aux_2: 0.4696 (0.4672)  loss_giou_aux_3: 0.4605 (0.4635)  loss_giou_aux_4: 0.4627 (0.4627)  loss_giou_aux_5: 0.5460 (0.5482)  loss_giou_dn_0: 0.5630 (0.5614)  loss_giou_dn_1: 0.4490 (0.4540)  loss_giou_dn_2: 0.4159 (0.4228)  loss_giou_dn_3: 0.4042 (0.4144)  loss_giou_dn_4: 0.4013 (0.4123)  loss_giou_dn_5: 0.4015 (0.4125)  loss_vfl: 0.6339 (0.6563)  loss_vfl_aux_0: 0.7509 (0.7488)  loss_vfl_aux_1: 0.7138 (0.7038)  loss_vfl_aux_2: 0.6672 (0.6814)  loss_vfl_aux_3: 0.6514 (0.6681)  loss_vfl_aux_4: 0.6461 (0.6596)  loss_vfl_aux_5: 0.7685 (0.7380)  loss_vfl_dn_0: 0.4451 (0.4444)  loss_vfl_dn_1: 0.3835 (0.3799)  loss_vfl_dn_2: 0.3676 (0.3640)  loss_vfl_dn_3: 0.3592 (0.3568)  loss_vfl_dn_4: 0.3524 (0.3543)  loss_vfl_dn_5: 0.3532 (0.3536)  time: 0.4828  data: 0.0145  max mem: 5654
Epoch: [62]  [1000/7393]  eta: 0:51:42  lr: 0.000010  loss: 15.0338 (15.2834)  loss_bbox: 0.1402 (0.1444)  loss_bbox_aux_0: 0.1492 (0.1570)  loss_bbox_aux_1: 0.1402 (0.1501)  loss_bbox_aux_2: 0.1406 (0.1469)  loss_bbox_aux_3: 0.1391 (0.1451)  loss_bbox_aux_4: 0.1384 (0.1449)  loss_bbox_aux_5: 0.1833 (0.1917)  loss_bbox_dn_0: 0.2334 (0.2508)  loss_bbox_dn_1: 0.1696 (0.1830)  loss_bbox_dn_2: 0.1572 (0.1629)  loss_bbox_dn_3: 0.1474 (0.1571)  loss_bbox_dn_4: 0.1459 (0.1558)  loss_bbox_dn_5: 0.1460 (0.1558)  loss_giou: 0.4354 (0.4613)  loss_giou_aux_0: 0.4649 (0.4861)  loss_giou_aux_1: 0.4460 (0.4723)  loss_giou_aux_2: 0.4385 (0.4665)  loss_giou_aux_3: 0.4379 (0.4627)  loss_giou_aux_4: 0.4358 (0.4618)  loss_giou_aux_5: 0.5416 (0.5473)  loss_giou_dn_0: 0.5757 (0.5613)  loss_giou_dn_1: 0.4656 (0.4535)  loss_giou_dn_2: 0.4331 (0.4224)  loss_giou_dn_3: 0.4234 (0.4140)  loss_giou_dn_4: 0.4201 (0.4120)  loss_giou_dn_5: 0.4207 (0.4122)  loss_vfl: 0.6587 (0.6558)  loss_vfl_aux_0: 0.7350 (0.7484)  loss_vfl_aux_1: 0.6956 (0.7035)  loss_vfl_aux_2: 0.6682 (0.6803)  loss_vfl_aux_3: 0.6529 (0.6673)  loss_vfl_aux_4: 0.6471 (0.6591)  loss_vfl_aux_5: 0.7273 (0.7382)  loss_vfl_dn_0: 0.4400 (0.4444)  loss_vfl_dn_1: 0.3774 (0.3797)  loss_vfl_dn_2: 0.3622 (0.3638)  loss_vfl_dn_3: 0.3525 (0.3566)  loss_vfl_dn_4: 0.3503 (0.3541)  loss_vfl_dn_5: 0.3496 (0.3534)  time: 0.4794  data: 0.0140  max mem: 5654
Epoch: [62]  [1100/7393]  eta: 0:50:47  lr: 0.000010  loss: 15.7456 (15.2942)  loss_bbox: 0.1478 (0.1451)  loss_bbox_aux_0: 0.1603 (0.1577)  loss_bbox_aux_1: 0.1506 (0.1507)  loss_bbox_aux_2: 0.1545 (0.1476)  loss_bbox_aux_3: 0.1476 (0.1456)  loss_bbox_aux_4: 0.1480 (0.1454)  loss_bbox_aux_5: 0.1905 (0.1924)  loss_bbox_dn_0: 0.2395 (0.2513)  loss_bbox_dn_1: 0.1729 (0.1833)  loss_bbox_dn_2: 0.1577 (0.1633)  loss_bbox_dn_3: 0.1516 (0.1575)  loss_bbox_dn_4: 0.1505 (0.1561)  loss_bbox_dn_5: 0.1505 (0.1561)  loss_giou: 0.4942 (0.4631)  loss_giou_aux_0: 0.5340 (0.4879)  loss_giou_aux_1: 0.4999 (0.4739)  loss_giou_aux_2: 0.4881 (0.4681)  loss_giou_aux_3: 0.4934 (0.4644)  loss_giou_aux_4: 0.4935 (0.4635)  loss_giou_aux_5: 0.5779 (0.5490)  loss_giou_dn_0: 0.6079 (0.5623)  loss_giou_dn_1: 0.4987 (0.4544)  loss_giou_dn_2: 0.4584 (0.4233)  loss_giou_dn_3: 0.4487 (0.4150)  loss_giou_dn_4: 0.4479 (0.4129)  loss_giou_dn_5: 0.4479 (0.4131)  loss_vfl: 0.6234 (0.6541)  loss_vfl_aux_0: 0.7060 (0.7463)  loss_vfl_aux_1: 0.6433 (0.7016)  loss_vfl_aux_2: 0.6513 (0.6785)  loss_vfl_aux_3: 0.6311 (0.6655)  loss_vfl_aux_4: 0.6291 (0.6576)  loss_vfl_aux_5: 0.6859 (0.7361)  loss_vfl_dn_0: 0.4355 (0.4442)  loss_vfl_dn_1: 0.3812 (0.3797)  loss_vfl_dn_2: 0.3689 (0.3637)  loss_vfl_dn_3: 0.3608 (0.3565)  loss_vfl_dn_4: 0.3555 (0.3540)  loss_vfl_dn_5: 0.3565 (0.3533)  time: 0.4740  data: 0.0148  max mem: 5654
Epoch: [62]  [1200/7393]  eta: 0:49:54  lr: 0.000010  loss: 15.0103 (15.2907)  loss_bbox: 0.1422 (0.1453)  loss_bbox_aux_0: 0.1588 (0.1579)  loss_bbox_aux_1: 0.1385 (0.1508)  loss_bbox_aux_2: 0.1374 (0.1477)  loss_bbox_aux_3: 0.1391 (0.1458)  loss_bbox_aux_4: 0.1369 (0.1456)  loss_bbox_aux_5: 0.1752 (0.1924)  loss_bbox_dn_0: 0.2364 (0.2512)  loss_bbox_dn_1: 0.1807 (0.1833)  loss_bbox_dn_2: 0.1640 (0.1633)  loss_bbox_dn_3: 0.1564 (0.1575)  loss_bbox_dn_4: 0.1546 (0.1561)  loss_bbox_dn_5: 0.1546 (0.1562)  loss_giou: 0.4221 (0.4626)  loss_giou_aux_0: 0.4614 (0.4875)  loss_giou_aux_1: 0.4621 (0.4733)  loss_giou_aux_2: 0.4239 (0.4676)  loss_giou_aux_3: 0.4300 (0.4640)  loss_giou_aux_4: 0.4251 (0.4630)  loss_giou_aux_5: 0.5195 (0.5484)  loss_giou_dn_0: 0.5452 (0.5619)  loss_giou_dn_1: 0.4411 (0.4539)  loss_giou_dn_2: 0.4099 (0.4229)  loss_giou_dn_3: 0.3972 (0.4146)  loss_giou_dn_4: 0.3941 (0.4125)  loss_giou_dn_5: 0.3941 (0.4127)  loss_vfl: 0.6354 (0.6542)  loss_vfl_aux_0: 0.7417 (0.7462)  loss_vfl_aux_1: 0.6839 (0.7016)  loss_vfl_aux_2: 0.6564 (0.6785)  loss_vfl_aux_3: 0.6292 (0.6655)  loss_vfl_aux_4: 0.6379 (0.6578)  loss_vfl_aux_5: 0.7494 (0.7365)  loss_vfl_dn_0: 0.4469 (0.4444)  loss_vfl_dn_1: 0.3784 (0.3797)  loss_vfl_dn_2: 0.3605 (0.3639)  loss_vfl_dn_3: 0.3514 (0.3567)  loss_vfl_dn_4: 0.3487 (0.3541)  loss_vfl_dn_5: 0.3483 (0.3534)  time: 0.4756  data: 0.0151  max mem: 5654
Epoch: [62]  [1300/7393]  eta: 0:49:05  lr: 0.000010  loss: 15.2875 (15.2957)  loss_bbox: 0.1488 (0.1452)  loss_bbox_aux_0: 0.1596 (0.1577)  loss_bbox_aux_1: 0.1555 (0.1506)  loss_bbox_aux_2: 0.1597 (0.1476)  loss_bbox_aux_3: 0.1521 (0.1458)  loss_bbox_aux_4: 0.1520 (0.1455)  loss_bbox_aux_5: 0.2021 (0.1923)  loss_bbox_dn_0: 0.2664 (0.2507)  loss_bbox_dn_1: 0.1932 (0.1829)  loss_bbox_dn_2: 0.1676 (0.1631)  loss_bbox_dn_3: 0.1609 (0.1573)  loss_bbox_dn_4: 0.1580 (0.1559)  loss_bbox_dn_5: 0.1580 (0.1559)  loss_giou: 0.4481 (0.4638)  loss_giou_aux_0: 0.4658 (0.4883)  loss_giou_aux_1: 0.4555 (0.4743)  loss_giou_aux_2: 0.4523 (0.4688)  loss_giou_aux_3: 0.4495 (0.4652)  loss_giou_aux_4: 0.4494 (0.4642)  loss_giou_aux_5: 0.5210 (0.5494)  loss_giou_dn_0: 0.5567 (0.5626)  loss_giou_dn_1: 0.4550 (0.4548)  loss_giou_dn_2: 0.4248 (0.4238)  loss_giou_dn_3: 0.4158 (0.4155)  loss_giou_dn_4: 0.4136 (0.4134)  loss_giou_dn_5: 0.4138 (0.4136)  loss_vfl: 0.6417 (0.6533)  loss_vfl_aux_0: 0.7225 (0.7452)  loss_vfl_aux_1: 0.6984 (0.7010)  loss_vfl_aux_2: 0.6630 (0.6776)  loss_vfl_aux_3: 0.6569 (0.6646)  loss_vfl_aux_4: 0.6440 (0.6571)  loss_vfl_aux_5: 0.7293 (0.7356)  loss_vfl_dn_0: 0.4389 (0.4443)  loss_vfl_dn_1: 0.3815 (0.3798)  loss_vfl_dn_2: 0.3667 (0.3641)  loss_vfl_dn_3: 0.3600 (0.3569)  loss_vfl_dn_4: 0.3567 (0.3544)  loss_vfl_dn_5: 0.3549 (0.3536)  time: 0.4787  data: 0.0150  max mem: 5654
Epoch: [62]  [1400/7393]  eta: 0:48:16  lr: 0.000010  loss: 14.9265 (15.2877)  loss_bbox: 0.1442 (0.1454)  loss_bbox_aux_0: 0.1495 (0.1577)  loss_bbox_aux_1: 0.1452 (0.1507)  loss_bbox_aux_2: 0.1334 (0.1478)  loss_bbox_aux_3: 0.1302 (0.1459)  loss_bbox_aux_4: 0.1297 (0.1457)  loss_bbox_aux_5: 0.1770 (0.1922)  loss_bbox_dn_0: 0.2313 (0.2506)  loss_bbox_dn_1: 0.1769 (0.1829)  loss_bbox_dn_2: 0.1567 (0.1631)  loss_bbox_dn_3: 0.1548 (0.1573)  loss_bbox_dn_4: 0.1534 (0.1560)  loss_bbox_dn_5: 0.1534 (0.1560)  loss_giou: 0.4156 (0.4632)  loss_giou_aux_0: 0.4313 (0.4875)  loss_giou_aux_1: 0.4298 (0.4735)  loss_giou_aux_2: 0.4234 (0.4681)  loss_giou_aux_3: 0.4125 (0.4645)  loss_giou_aux_4: 0.4111 (0.4635)  loss_giou_aux_5: 0.4988 (0.5487)  loss_giou_dn_0: 0.5415 (0.5621)  loss_giou_dn_1: 0.4364 (0.4542)  loss_giou_dn_2: 0.3983 (0.4231)  loss_giou_dn_3: 0.3924 (0.4148)  loss_giou_dn_4: 0.3891 (0.4127)  loss_giou_dn_5: 0.3895 (0.4129)  loss_vfl: 0.6292 (0.6532)  loss_vfl_aux_0: 0.7693 (0.7454)  loss_vfl_aux_1: 0.7289 (0.7013)  loss_vfl_aux_2: 0.7143 (0.6773)  loss_vfl_aux_3: 0.6637 (0.6647)  loss_vfl_aux_4: 0.6539 (0.6571)  loss_vfl_aux_5: 0.7279 (0.7355)  loss_vfl_dn_0: 0.4551 (0.4444)  loss_vfl_dn_1: 0.3831 (0.3799)  loss_vfl_dn_2: 0.3671 (0.3641)  loss_vfl_dn_3: 0.3586 (0.3569)  loss_vfl_dn_4: 0.3597 (0.3544)  loss_vfl_dn_5: 0.3587 (0.3536)  time: 0.4781  data: 0.0149  max mem: 5654
Epoch: [62]  [1500/7393]  eta: 0:47:53  lr: 0.000010  loss: 15.3128 (15.3062)  loss_bbox: 0.1426 (0.1455)  loss_bbox_aux_0: 0.1478 (0.1580)  loss_bbox_aux_1: 0.1410 (0.1509)  loss_bbox_aux_2: 0.1411 (0.1480)  loss_bbox_aux_3: 0.1419 (0.1460)  loss_bbox_aux_4: 0.1426 (0.1458)  loss_bbox_aux_5: 0.1741 (0.1923)  loss_bbox_dn_0: 0.2182 (0.2507)  loss_bbox_dn_1: 0.1679 (0.1832)  loss_bbox_dn_2: 0.1517 (0.1634)  loss_bbox_dn_3: 0.1454 (0.1576)  loss_bbox_dn_4: 0.1437 (0.1563)  loss_bbox_dn_5: 0.1438 (0.1563)  loss_giou: 0.4603 (0.4642)  loss_giou_aux_0: 0.4749 (0.4884)  loss_giou_aux_1: 0.4581 (0.4746)  loss_giou_aux_2: 0.4631 (0.4692)  loss_giou_aux_3: 0.4592 (0.4654)  loss_giou_aux_4: 0.4602 (0.4645)  loss_giou_aux_5: 0.5251 (0.5496)  loss_giou_dn_0: 0.5611 (0.5626)  loss_giou_dn_1: 0.4602 (0.4548)  loss_giou_dn_2: 0.4327 (0.4237)  loss_giou_dn_3: 0.4226 (0.4154)  loss_giou_dn_4: 0.4231 (0.4134)  loss_giou_dn_5: 0.4237 (0.4136)  loss_vfl: 0.6376 (0.6538)  loss_vfl_aux_0: 0.7386 (0.7459)  loss_vfl_aux_1: 0.7203 (0.7016)  loss_vfl_aux_2: 0.6917 (0.6777)  loss_vfl_aux_3: 0.6739 (0.6655)  loss_vfl_aux_4: 0.6540 (0.6576)  loss_vfl_aux_5: 0.7307 (0.7357)  loss_vfl_dn_0: 0.4377 (0.4445)  loss_vfl_dn_1: 0.3785 (0.3801)  loss_vfl_dn_2: 0.3655 (0.3644)  loss_vfl_dn_3: 0.3593 (0.3572)  loss_vfl_dn_4: 0.3575 (0.3547)  loss_vfl_dn_5: 0.3589 (0.3540)  time: 0.4750  data: 0.0148  max mem: 5654
Epoch: [62]  [1600/7393]  eta: 0:47:01  lr: 0.000010  loss: 14.9900 (15.3027)  loss_bbox: 0.1439 (0.1455)  loss_bbox_aux_0: 0.1622 (0.1580)  loss_bbox_aux_1: 0.1444 (0.1509)  loss_bbox_aux_2: 0.1467 (0.1479)  loss_bbox_aux_3: 0.1449 (0.1459)  loss_bbox_aux_4: 0.1443 (0.1457)  loss_bbox_aux_5: 0.1926 (0.1925)  loss_bbox_dn_0: 0.2134 (0.2511)  loss_bbox_dn_1: 0.1573 (0.1833)  loss_bbox_dn_2: 0.1433 (0.1636)  loss_bbox_dn_3: 0.1369 (0.1579)  loss_bbox_dn_4: 0.1363 (0.1565)  loss_bbox_dn_5: 0.1363 (0.1565)  loss_giou: 0.4412 (0.4634)  loss_giou_aux_0: 0.4636 (0.4878)  loss_giou_aux_1: 0.4477 (0.4739)  loss_giou_aux_2: 0.4430 (0.4683)  loss_giou_aux_3: 0.4443 (0.4646)  loss_giou_aux_4: 0.4412 (0.4637)  loss_giou_aux_5: 0.5303 (0.5490)  loss_giou_dn_0: 0.5326 (0.5625)  loss_giou_dn_1: 0.4237 (0.4545)  loss_giou_dn_2: 0.3999 (0.4234)  loss_giou_dn_3: 0.3962 (0.4151)  loss_giou_dn_4: 0.3978 (0.4131)  loss_giou_dn_5: 0.3980 (0.4133)  loss_vfl: 0.6710 (0.6538)  loss_vfl_aux_0: 0.7716 (0.7465)  loss_vfl_aux_1: 0.7142 (0.7017)  loss_vfl_aux_2: 0.6961 (0.6781)  loss_vfl_aux_3: 0.6805 (0.6658)  loss_vfl_aux_4: 0.6695 (0.6578)  loss_vfl_aux_5: 0.7714 (0.7364)  loss_vfl_dn_0: 0.4462 (0.4446)  loss_vfl_dn_1: 0.3805 (0.3801)  loss_vfl_dn_2: 0.3614 (0.3643)  loss_vfl_dn_3: 0.3589 (0.3572)  loss_vfl_dn_4: 0.3565 (0.3546)  loss_vfl_dn_5: 0.3564 (0.3539)  time: 0.4842  data: 0.0149  max mem: 5654
Epoch: [62]  [1700/7393]  eta: 0:46:09  lr: 0.000010  loss: 15.2531 (15.2944)  loss_bbox: 0.1336 (0.1451)  loss_bbox_aux_0: 0.1427 (0.1576)  loss_bbox_aux_1: 0.1409 (0.1506)  loss_bbox_aux_2: 0.1410 (0.1475)  loss_bbox_aux_3: 0.1336 (0.1455)  loss_bbox_aux_4: 0.1344 (0.1453)  loss_bbox_aux_5: 0.1749 (0.1919)  loss_bbox_dn_0: 0.2142 (0.2503)  loss_bbox_dn_1: 0.1579 (0.1826)  loss_bbox_dn_2: 0.1392 (0.1630)  loss_bbox_dn_3: 0.1359 (0.1573)  loss_bbox_dn_4: 0.1361 (0.1559)  loss_bbox_dn_5: 0.1361 (0.1560)  loss_giou: 0.4564 (0.4634)  loss_giou_aux_0: 0.4761 (0.4876)  loss_giou_aux_1: 0.4627 (0.4739)  loss_giou_aux_2: 0.4550 (0.4682)  loss_giou_aux_3: 0.4563 (0.4645)  loss_giou_aux_4: 0.4564 (0.4636)  loss_giou_aux_5: 0.5315 (0.5488)  loss_giou_dn_0: 0.5564 (0.5623)  loss_giou_dn_1: 0.4556 (0.4544)  loss_giou_dn_2: 0.4286 (0.4234)  loss_giou_dn_3: 0.4181 (0.4151)  loss_giou_dn_4: 0.4158 (0.4130)  loss_giou_dn_5: 0.4159 (0.4132)  loss_vfl: 0.6406 (0.6539)  loss_vfl_aux_0: 0.7437 (0.7466)  loss_vfl_aux_1: 0.6747 (0.7015)  loss_vfl_aux_2: 0.6640 (0.6784)  loss_vfl_aux_3: 0.6489 (0.6659)  loss_vfl_aux_4: 0.6460 (0.6579)  loss_vfl_aux_5: 0.7446 (0.7363)  loss_vfl_dn_0: 0.4418 (0.4445)  loss_vfl_dn_1: 0.3755 (0.3799)  loss_vfl_dn_2: 0.3637 (0.3642)  loss_vfl_dn_3: 0.3590 (0.3570)  loss_vfl_dn_4: 0.3567 (0.3545)  loss_vfl_dn_5: 0.3563 (0.3538)  time: 0.4824  data: 0.0150  max mem: 5654
Epoch: [62]  [1800/7393]  eta: 0:45:16  lr: 0.000010  loss: 15.3016 (15.3031)  loss_bbox: 0.1309 (0.1451)  loss_bbox_aux_0: 0.1511 (0.1576)  loss_bbox_aux_1: 0.1418 (0.1507)  loss_bbox_aux_2: 0.1395 (0.1475)  loss_bbox_aux_3: 0.1321 (0.1455)  loss_bbox_aux_4: 0.1318 (0.1453)  loss_bbox_aux_5: 0.1884 (0.1920)  loss_bbox_dn_0: 0.2447 (0.2504)  loss_bbox_dn_1: 0.1868 (0.1827)  loss_bbox_dn_2: 0.1611 (0.1631)  loss_bbox_dn_3: 0.1569 (0.1574)  loss_bbox_dn_4: 0.1585 (0.1560)  loss_bbox_dn_5: 0.1585 (0.1560)  loss_giou: 0.4583 (0.4635)  loss_giou_aux_0: 0.4768 (0.4878)  loss_giou_aux_1: 0.4680 (0.4741)  loss_giou_aux_2: 0.4662 (0.4684)  loss_giou_aux_3: 0.4624 (0.4646)  loss_giou_aux_4: 0.4539 (0.4638)  loss_giou_aux_5: 0.5366 (0.5490)  loss_giou_dn_0: 0.5542 (0.5626)  loss_giou_dn_1: 0.4351 (0.4546)  loss_giou_dn_2: 0.4063 (0.4236)  loss_giou_dn_3: 0.4007 (0.4153)  loss_giou_dn_4: 0.3988 (0.4133)  loss_giou_dn_5: 0.3988 (0.4135)  loss_vfl: 0.6895 (0.6550)  loss_vfl_aux_0: 0.7709 (0.7470)  loss_vfl_aux_1: 0.7454 (0.7022)  loss_vfl_aux_2: 0.7241 (0.6794)  loss_vfl_aux_3: 0.7002 (0.6669)  loss_vfl_aux_4: 0.6925 (0.6589)  loss_vfl_aux_5: 0.7593 (0.7364)  loss_vfl_dn_0: 0.4461 (0.4445)  loss_vfl_dn_1: 0.3786 (0.3800)  loss_vfl_dn_2: 0.3657 (0.3642)  loss_vfl_dn_3: 0.3565 (0.3571)  loss_vfl_dn_4: 0.3529 (0.3546)  loss_vfl_dn_5: 0.3533 (0.3538)  time: 0.4662  data: 0.0151  max mem: 5654
Epoch: [62]  [1900/7393]  eta: 0:44:23  lr: 0.000010  loss: 15.0217 (15.3006)  loss_bbox: 0.1348 (0.1450)  loss_bbox_aux_0: 0.1422 (0.1574)  loss_bbox_aux_1: 0.1410 (0.1506)  loss_bbox_aux_2: 0.1369 (0.1475)  loss_bbox_aux_3: 0.1316 (0.1454)  loss_bbox_aux_4: 0.1349 (0.1451)  loss_bbox_aux_5: 0.1736 (0.1919)  loss_bbox_dn_0: 0.2321 (0.2501)  loss_bbox_dn_1: 0.1683 (0.1825)  loss_bbox_dn_2: 0.1491 (0.1629)  loss_bbox_dn_3: 0.1488 (0.1572)  loss_bbox_dn_4: 0.1486 (0.1559)  loss_bbox_dn_5: 0.1486 (0.1559)  loss_giou: 0.4485 (0.4637)  loss_giou_aux_0: 0.4740 (0.4879)  loss_giou_aux_1: 0.4558 (0.4743)  loss_giou_aux_2: 0.4469 (0.4686)  loss_giou_aux_3: 0.4416 (0.4648)  loss_giou_aux_4: 0.4444 (0.4639)  loss_giou_aux_5: 0.5387 (0.5492)  loss_giou_dn_0: 0.5277 (0.5627)  loss_giou_dn_1: 0.4374 (0.4547)  loss_giou_dn_2: 0.4048 (0.4236)  loss_giou_dn_3: 0.3966 (0.4154)  loss_giou_dn_4: 0.3937 (0.4133)  loss_giou_dn_5: 0.3937 (0.4135)  loss_vfl: 0.6508 (0.6546)  loss_vfl_aux_0: 0.7516 (0.7469)  loss_vfl_aux_1: 0.7045 (0.7018)  loss_vfl_aux_2: 0.6760 (0.6790)  loss_vfl_aux_3: 0.6718 (0.6667)  loss_vfl_aux_4: 0.6526 (0.6585)  loss_vfl_aux_5: 0.7231 (0.7356)  loss_vfl_dn_0: 0.4464 (0.4446)  loss_vfl_dn_1: 0.3786 (0.3801)  loss_vfl_dn_2: 0.3631 (0.3643)  loss_vfl_dn_3: 0.3566 (0.3571)  loss_vfl_dn_4: 0.3546 (0.3546)  loss_vfl_dn_5: 0.3528 (0.3539)  time: 0.4808  data: 0.0152  max mem: 5654
Epoch: [62]  [2000/7393]  eta: 0:43:50  lr: 0.000010  loss: 15.3023 (15.2908)  loss_bbox: 0.1425 (0.1451)  loss_bbox_aux_0: 0.1536 (0.1576)  loss_bbox_aux_1: 0.1492 (0.1507)  loss_bbox_aux_2: 0.1476 (0.1476)  loss_bbox_aux_3: 0.1515 (0.1455)  loss_bbox_aux_4: 0.1425 (0.1453)  loss_bbox_aux_5: 0.2008 (0.1922)  loss_bbox_dn_0: 0.2621 (0.2501)  loss_bbox_dn_1: 0.1965 (0.1824)  loss_bbox_dn_2: 0.1772 (0.1628)  loss_bbox_dn_3: 0.1673 (0.1571)  loss_bbox_dn_4: 0.1632 (0.1558)  loss_bbox_dn_5: 0.1632 (0.1558)  loss_giou: 0.4044 (0.4630)  loss_giou_aux_0: 0.4184 (0.4872)  loss_giou_aux_1: 0.4005 (0.4736)  loss_giou_aux_2: 0.3989 (0.4678)  loss_giou_aux_3: 0.4037 (0.4641)  loss_giou_aux_4: 0.4043 (0.4632)  loss_giou_aux_5: 0.4717 (0.5485)  loss_giou_dn_0: 0.5411 (0.5620)  loss_giou_dn_1: 0.4358 (0.4539)  loss_giou_dn_2: 0.4034 (0.4228)  loss_giou_dn_3: 0.3904 (0.4146)  loss_giou_dn_4: 0.3848 (0.4125)  loss_giou_dn_5: 0.3850 (0.4127)  loss_vfl: 0.6664 (0.6544)  loss_vfl_aux_0: 0.7637 (0.7468)  loss_vfl_aux_1: 0.7255 (0.7019)  loss_vfl_aux_2: 0.6876 (0.6790)  loss_vfl_aux_3: 0.6729 (0.6665)  loss_vfl_aux_4: 0.6643 (0.6584)  loss_vfl_aux_5: 0.7413 (0.7356)  loss_vfl_dn_0: 0.4440 (0.4447)  loss_vfl_dn_1: 0.3813 (0.3800)  loss_vfl_dn_2: 0.3685 (0.3642)  loss_vfl_dn_3: 0.3577 (0.3571)  loss_vfl_dn_4: 0.3547 (0.3546)  loss_vfl_dn_5: 0.3536 (0.3539)  time: 0.4805  data: 0.0149  max mem: 5654
Epoch: [62]  [2100/7393]  eta: 0:42:56  lr: 0.000010  loss: 14.9678 (15.2856)  loss_bbox: 0.1312 (0.1451)  loss_bbox_aux_0: 0.1555 (0.1578)  loss_bbox_aux_1: 0.1482 (0.1509)  loss_bbox_aux_2: 0.1374 (0.1478)  loss_bbox_aux_3: 0.1321 (0.1456)  loss_bbox_aux_4: 0.1323 (0.1453)  loss_bbox_aux_5: 0.1862 (0.1923)  loss_bbox_dn_0: 0.2433 (0.2502)  loss_bbox_dn_1: 0.1739 (0.1824)  loss_bbox_dn_2: 0.1596 (0.1628)  loss_bbox_dn_3: 0.1565 (0.1571)  loss_bbox_dn_4: 0.1553 (0.1558)  loss_bbox_dn_5: 0.1553 (0.1558)  loss_giou: 0.4185 (0.4627)  loss_giou_aux_0: 0.4544 (0.4868)  loss_giou_aux_1: 0.4343 (0.4732)  loss_giou_aux_2: 0.4278 (0.4675)  loss_giou_aux_3: 0.4187 (0.4637)  loss_giou_aux_4: 0.4233 (0.4628)  loss_giou_aux_5: 0.5204 (0.5479)  loss_giou_dn_0: 0.5440 (0.5616)  loss_giou_dn_1: 0.4261 (0.4535)  loss_giou_dn_2: 0.3967 (0.4225)  loss_giou_dn_3: 0.3908 (0.4142)  loss_giou_dn_4: 0.3910 (0.4121)  loss_giou_dn_5: 0.3911 (0.4123)  loss_vfl: 0.6337 (0.6542)  loss_vfl_aux_0: 0.7368 (0.7468)  loss_vfl_aux_1: 0.6728 (0.7017)  loss_vfl_aux_2: 0.6704 (0.6788)  loss_vfl_aux_3: 0.6529 (0.6664)  loss_vfl_aux_4: 0.6436 (0.6583)  loss_vfl_aux_5: 0.7049 (0.7358)  loss_vfl_dn_0: 0.4393 (0.4447)  loss_vfl_dn_1: 0.3771 (0.3799)  loss_vfl_dn_2: 0.3626 (0.3641)  loss_vfl_dn_3: 0.3553 (0.3569)  loss_vfl_dn_4: 0.3529 (0.3545)  loss_vfl_dn_5: 0.3519 (0.3537)  time: 0.4681  data: 0.0140  max mem: 5654
Epoch: [62]  [2200/7393]  eta: 0:42:06  lr: 0.000010  loss: 14.8694 (15.2703)  loss_bbox: 0.1397 (0.1449)  loss_bbox_aux_0: 0.1458 (0.1575)  loss_bbox_aux_1: 0.1417 (0.1506)  loss_bbox_aux_2: 0.1436 (0.1475)  loss_bbox_aux_3: 0.1398 (0.1454)  loss_bbox_aux_4: 0.1400 (0.1451)  loss_bbox_aux_5: 0.1781 (0.1920)  loss_bbox_dn_0: 0.2322 (0.2500)  loss_bbox_dn_1: 0.1754 (0.1822)  loss_bbox_dn_2: 0.1527 (0.1625)  loss_bbox_dn_3: 0.1481 (0.1568)  loss_bbox_dn_4: 0.1481 (0.1555)  loss_bbox_dn_5: 0.1482 (0.1555)  loss_giou: 0.4126 (0.4620)  loss_giou_aux_0: 0.4404 (0.4862)  loss_giou_aux_1: 0.4216 (0.4727)  loss_giou_aux_2: 0.4188 (0.4669)  loss_giou_aux_3: 0.4136 (0.4631)  loss_giou_aux_4: 0.4130 (0.4621)  loss_giou_aux_5: 0.4949 (0.5472)  loss_giou_dn_0: 0.5438 (0.5612)  loss_giou_dn_1: 0.4329 (0.4530)  loss_giou_dn_2: 0.4010 (0.4219)  loss_giou_dn_3: 0.3925 (0.4136)  loss_giou_dn_4: 0.3910 (0.4116)  loss_giou_dn_5: 0.3910 (0.4118)  loss_vfl: 0.6363 (0.6537)  loss_vfl_aux_0: 0.7281 (0.7466)  loss_vfl_aux_1: 0.6696 (0.7011)  loss_vfl_aux_2: 0.6558 (0.6781)  loss_vfl_aux_3: 0.6375 (0.6659)  loss_vfl_aux_4: 0.6413 (0.6578)  loss_vfl_aux_5: 0.7315 (0.7358)  loss_vfl_dn_0: 0.4423 (0.4447)  loss_vfl_dn_1: 0.3733 (0.3797)  loss_vfl_dn_2: 0.3554 (0.3638)  loss_vfl_dn_3: 0.3450 (0.3567)  loss_vfl_dn_4: 0.3432 (0.3542)  loss_vfl_dn_5: 0.3428 (0.3534)  time: 0.4861  data: 0.0141  max mem: 5654
Epoch: [62]  [2300/7393]  eta: 0:41:16  lr: 0.000010  loss: 14.8047 (15.2579)  loss_bbox: 0.1274 (0.1450)  loss_bbox_aux_0: 0.1518 (0.1576)  loss_bbox_aux_1: 0.1312 (0.1507)  loss_bbox_aux_2: 0.1279 (0.1475)  loss_bbox_aux_3: 0.1270 (0.1454)  loss_bbox_aux_4: 0.1260 (0.1451)  loss_bbox_aux_5: 0.1844 (0.1922)  loss_bbox_dn_0: 0.2378 (0.2503)  loss_bbox_dn_1: 0.1639 (0.1822)  loss_bbox_dn_2: 0.1432 (0.1625)  loss_bbox_dn_3: 0.1370 (0.1568)  loss_bbox_dn_4: 0.1365 (0.1555)  loss_bbox_dn_5: 0.1366 (0.1555)  loss_giou: 0.4523 (0.4608)  loss_giou_aux_0: 0.4678 (0.4850)  loss_giou_aux_1: 0.4555 (0.4714)  loss_giou_aux_2: 0.4512 (0.4656)  loss_giou_aux_3: 0.4420 (0.4619)  loss_giou_aux_4: 0.4402 (0.4609)  loss_giou_aux_5: 0.5097 (0.5460)  loss_giou_dn_0: 0.5454 (0.5603)  loss_giou_dn_1: 0.4219 (0.4522)  loss_giou_dn_2: 0.3885 (0.4211)  loss_giou_dn_3: 0.3841 (0.4128)  loss_giou_dn_4: 0.3825 (0.4108)  loss_giou_dn_5: 0.3827 (0.4110)  loss_vfl: 0.6242 (0.6537)  loss_vfl_aux_0: 0.7381 (0.7467)  loss_vfl_aux_1: 0.6937 (0.7013)  loss_vfl_aux_2: 0.6455 (0.6781)  loss_vfl_aux_3: 0.6351 (0.6659)  loss_vfl_aux_4: 0.6271 (0.6578)  loss_vfl_aux_5: 0.7185 (0.7363)  loss_vfl_dn_0: 0.4493 (0.4448)  loss_vfl_dn_1: 0.3777 (0.3796)  loss_vfl_dn_2: 0.3619 (0.3637)  loss_vfl_dn_3: 0.3506 (0.3565)  loss_vfl_dn_4: 0.3477 (0.3540)  loss_vfl_dn_5: 0.3445 (0.3533)  time: 0.4876  data: 0.0137  max mem: 5654
Epoch: [62]  [2400/7393]  eta: 0:40:27  lr: 0.000010  loss: 15.1792 (15.2588)  loss_bbox: 0.1504 (0.1451)  loss_bbox_aux_0: 0.1642 (0.1577)  loss_bbox_aux_1: 0.1545 (0.1508)  loss_bbox_aux_2: 0.1566 (0.1477)  loss_bbox_aux_3: 0.1570 (0.1455)  loss_bbox_aux_4: 0.1541 (0.1453)  loss_bbox_aux_5: 0.1967 (0.1923)  loss_bbox_dn_0: 0.2576 (0.2505)  loss_bbox_dn_1: 0.1920 (0.1823)  loss_bbox_dn_2: 0.1709 (0.1626)  loss_bbox_dn_3: 0.1673 (0.1569)  loss_bbox_dn_4: 0.1664 (0.1555)  loss_bbox_dn_5: 0.1665 (0.1556)  loss_giou: 0.4004 (0.4606)  loss_giou_aux_0: 0.4262 (0.4847)  loss_giou_aux_1: 0.4196 (0.4712)  loss_giou_aux_2: 0.4148 (0.4654)  loss_giou_aux_3: 0.4054 (0.4617)  loss_giou_aux_4: 0.4051 (0.4607)  loss_giou_aux_5: 0.4905 (0.5456)  loss_giou_dn_0: 0.5389 (0.5602)  loss_giou_dn_1: 0.4390 (0.4520)  loss_giou_dn_2: 0.4080 (0.4210)  loss_giou_dn_3: 0.4015 (0.4127)  loss_giou_dn_4: 0.3999 (0.4106)  loss_giou_dn_5: 0.4000 (0.4108)  loss_vfl: 0.6680 (0.6539)  loss_vfl_aux_0: 0.7503 (0.7470)  loss_vfl_aux_1: 0.6981 (0.7016)  loss_vfl_aux_2: 0.6848 (0.6785)  loss_vfl_aux_3: 0.6720 (0.6662)  loss_vfl_aux_4: 0.6691 (0.6580)  loss_vfl_aux_5: 0.7315 (0.7367)  loss_vfl_dn_0: 0.4442 (0.4449)  loss_vfl_dn_1: 0.3764 (0.3796)  loss_vfl_dn_2: 0.3570 (0.3637)  loss_vfl_dn_3: 0.3509 (0.3565)  loss_vfl_dn_4: 0.3475 (0.3540)  loss_vfl_dn_5: 0.3464 (0.3533)  time: 0.5067  data: 0.0137  max mem: 5654
Epoch: [62]  [2500/7393]  eta: 0:39:39  lr: 0.000010  loss: 15.2468 (15.2535)  loss_bbox: 0.1483 (0.1451)  loss_bbox_aux_0: 0.1616 (0.1579)  loss_bbox_aux_1: 0.1494 (0.1508)  loss_bbox_aux_2: 0.1517 (0.1477)  loss_bbox_aux_3: 0.1519 (0.1456)  loss_bbox_aux_4: 0.1532 (0.1453)  loss_bbox_aux_5: 0.1903 (0.1925)  loss_bbox_dn_0: 0.2578 (0.2508)  loss_bbox_dn_1: 0.1867 (0.1826)  loss_bbox_dn_2: 0.1584 (0.1627)  loss_bbox_dn_3: 0.1522 (0.1570)  loss_bbox_dn_4: 0.1502 (0.1557)  loss_bbox_dn_5: 0.1503 (0.1557)  loss_giou: 0.4439 (0.4598)  loss_giou_aux_0: 0.4632 (0.4839)  loss_giou_aux_1: 0.4578 (0.4704)  loss_giou_aux_2: 0.4530 (0.4647)  loss_giou_aux_3: 0.4413 (0.4610)  loss_giou_aux_4: 0.4457 (0.4600)  loss_giou_aux_5: 0.5298 (0.5448)  loss_giou_dn_0: 0.5619 (0.5597)  loss_giou_dn_1: 0.4567 (0.4516)  loss_giou_dn_2: 0.4248 (0.4205)  loss_giou_dn_3: 0.4144 (0.4122)  loss_giou_dn_4: 0.4078 (0.4101)  loss_giou_dn_5: 0.4082 (0.4103)  loss_vfl: 0.6341 (0.6540)  loss_vfl_aux_0: 0.7422 (0.7474)  loss_vfl_aux_1: 0.6922 (0.7019)  loss_vfl_aux_2: 0.6546 (0.6787)  loss_vfl_aux_3: 0.6538 (0.6663)  loss_vfl_aux_4: 0.6487 (0.6582)  loss_vfl_aux_5: 0.7297 (0.7373)  loss_vfl_dn_0: 0.4449 (0.4449)  loss_vfl_dn_1: 0.3796 (0.3795)  loss_vfl_dn_2: 0.3607 (0.3636)  loss_vfl_dn_3: 0.3548 (0.3564)  loss_vfl_dn_4: 0.3489 (0.3538)  loss_vfl_dn_5: 0.3478 (0.3531)  time: 0.4826  data: 0.0148  max mem: 5654
Epoch: [62]  [2600/7393]  eta: 0:38:49  lr: 0.000010  loss: 14.7569 (15.2522)  loss_bbox: 0.1406 (0.1453)  loss_bbox_aux_0: 0.1417 (0.1580)  loss_bbox_aux_1: 0.1431 (0.1509)  loss_bbox_aux_2: 0.1434 (0.1477)  loss_bbox_aux_3: 0.1372 (0.1457)  loss_bbox_aux_4: 0.1406 (0.1454)  loss_bbox_aux_5: 0.1693 (0.1924)  loss_bbox_dn_0: 0.2354 (0.2508)  loss_bbox_dn_1: 0.1737 (0.1825)  loss_bbox_dn_2: 0.1551 (0.1627)  loss_bbox_dn_3: 0.1464 (0.1570)  loss_bbox_dn_4: 0.1457 (0.1556)  loss_bbox_dn_5: 0.1457 (0.1557)  loss_giou: 0.4438 (0.4599)  loss_giou_aux_0: 0.4598 (0.4839)  loss_giou_aux_1: 0.4536 (0.4705)  loss_giou_aux_2: 0.4493 (0.4647)  loss_giou_aux_3: 0.4506 (0.4611)  loss_giou_aux_4: 0.4442 (0.4601)  loss_giou_aux_5: 0.5405 (0.5448)  loss_giou_dn_0: 0.5559 (0.5597)  loss_giou_dn_1: 0.4454 (0.4516)  loss_giou_dn_2: 0.4072 (0.4205)  loss_giou_dn_3: 0.3955 (0.4122)  loss_giou_dn_4: 0.3940 (0.4101)  loss_giou_dn_5: 0.3940 (0.4103)  loss_vfl: 0.6248 (0.6536)  loss_vfl_aux_0: 0.7084 (0.7471)  loss_vfl_aux_1: 0.6756 (0.7017)  loss_vfl_aux_2: 0.6561 (0.6785)  loss_vfl_aux_3: 0.6334 (0.6659)  loss_vfl_aux_4: 0.6419 (0.6578)  loss_vfl_aux_5: 0.7066 (0.7371)  loss_vfl_dn_0: 0.4364 (0.4449)  loss_vfl_dn_1: 0.3726 (0.3796)  loss_vfl_dn_2: 0.3552 (0.3636)  loss_vfl_dn_3: 0.3452 (0.3564)  loss_vfl_dn_4: 0.3420 (0.3538)  loss_vfl_dn_5: 0.3429 (0.3531)  time: 0.4759  data: 0.0143  max mem: 5654
Epoch: [62]  [2700/7393]  eta: 0:38:00  lr: 0.000010  loss: 15.3203 (15.2453)  loss_bbox: 0.1420 (0.1454)  loss_bbox_aux_0: 0.1622 (0.1581)  loss_bbox_aux_1: 0.1464 (0.1509)  loss_bbox_aux_2: 0.1462 (0.1478)  loss_bbox_aux_3: 0.1442 (0.1458)  loss_bbox_aux_4: 0.1383 (0.1455)  loss_bbox_aux_5: 0.2054 (0.1926)  loss_bbox_dn_0: 0.2801 (0.2512)  loss_bbox_dn_1: 0.1932 (0.1828)  loss_bbox_dn_2: 0.1585 (0.1629)  loss_bbox_dn_3: 0.1506 (0.1572)  loss_bbox_dn_4: 0.1495 (0.1558)  loss_bbox_dn_5: 0.1495 (0.1559)  loss_giou: 0.3871 (0.4592)  loss_giou_aux_0: 0.4301 (0.4832)  loss_giou_aux_1: 0.4070 (0.4696)  loss_giou_aux_2: 0.4100 (0.4639)  loss_giou_aux_3: 0.3831 (0.4604)  loss_giou_aux_4: 0.3869 (0.4594)  loss_giou_aux_5: 0.4958 (0.5440)  loss_giou_dn_0: 0.5473 (0.5592)  loss_giou_dn_1: 0.4402 (0.4512)  loss_giou_dn_2: 0.4057 (0.4200)  loss_giou_dn_3: 0.4003 (0.4118)  loss_giou_dn_4: 0.3955 (0.4097)  loss_giou_dn_5: 0.3955 (0.4099)  loss_vfl: 0.6677 (0.6534)  loss_vfl_aux_0: 0.7289 (0.7470)  loss_vfl_aux_1: 0.7204 (0.7017)  loss_vfl_aux_2: 0.6621 (0.6784)  loss_vfl_aux_3: 0.6724 (0.6657)  loss_vfl_aux_4: 0.6795 (0.6576)  loss_vfl_aux_5: 0.7285 (0.7371)  loss_vfl_dn_0: 0.4500 (0.4449)  loss_vfl_dn_1: 0.3806 (0.3795)  loss_vfl_dn_2: 0.3614 (0.3635)  loss_vfl_dn_3: 0.3527 (0.3563)  loss_vfl_dn_4: 0.3522 (0.3538)  loss_vfl_dn_5: 0.3510 (0.3531)  time: 0.4688  data: 0.0139  max mem: 5654
Epoch: [62]  [2800/7393]  eta: 0:37:22  lr: 0.000010  loss: 15.4707 (15.2463)  loss_bbox: 0.1373 (0.1454)  loss_bbox_aux_0: 0.1414 (0.1581)  loss_bbox_aux_1: 0.1442 (0.1510)  loss_bbox_aux_2: 0.1400 (0.1478)  loss_bbox_aux_3: 0.1381 (0.1458)  loss_bbox_aux_4: 0.1380 (0.1455)  loss_bbox_aux_5: 0.1808 (0.1927)  loss_bbox_dn_0: 0.2364 (0.2511)  loss_bbox_dn_1: 0.1742 (0.1827)  loss_bbox_dn_2: 0.1544 (0.1628)  loss_bbox_dn_3: 0.1509 (0.1571)  loss_bbox_dn_4: 0.1515 (0.1557)  loss_bbox_dn_5: 0.1516 (0.1558)  loss_giou: 0.4403 (0.4596)  loss_giou_aux_0: 0.4735 (0.4836)  loss_giou_aux_1: 0.4477 (0.4701)  loss_giou_aux_2: 0.4443 (0.4643)  loss_giou_aux_3: 0.4421 (0.4608)  loss_giou_aux_4: 0.4422 (0.4597)  loss_giou_aux_5: 0.5111 (0.5445)  loss_giou_dn_0: 0.5646 (0.5593)  loss_giou_dn_1: 0.4396 (0.4513)  loss_giou_dn_2: 0.4076 (0.4201)  loss_giou_dn_3: 0.3994 (0.4118)  loss_giou_dn_4: 0.3987 (0.4098)  loss_giou_dn_5: 0.3993 (0.4100)  loss_vfl: 0.6298 (0.6531)  loss_vfl_aux_0: 0.7249 (0.7465)  loss_vfl_aux_1: 0.6745 (0.7014)  loss_vfl_aux_2: 0.6590 (0.6782)  loss_vfl_aux_3: 0.6473 (0.6653)  loss_vfl_aux_4: 0.6293 (0.6573)  loss_vfl_aux_5: 0.7176 (0.7368)  loss_vfl_dn_0: 0.4405 (0.4449)  loss_vfl_dn_1: 0.3783 (0.3795)  loss_vfl_dn_2: 0.3643 (0.3636)  loss_vfl_dn_3: 0.3575 (0.3564)  loss_vfl_dn_4: 0.3543 (0.3538)  loss_vfl_dn_5: 0.3519 (0.3531)  time: 0.4786  data: 0.0150  max mem: 5654
Epoch: [62]  [2900/7393]  eta: 0:36:33  lr: 0.000010  loss: 15.1160 (15.2456)  loss_bbox: 0.1493 (0.1454)  loss_bbox_aux_0: 0.1571 (0.1582)  loss_bbox_aux_1: 0.1574 (0.1510)  loss_bbox_aux_2: 0.1528 (0.1478)  loss_bbox_aux_3: 0.1415 (0.1458)  loss_bbox_aux_4: 0.1475 (0.1455)  loss_bbox_aux_5: 0.1914 (0.1927)  loss_bbox_dn_0: 0.2305 (0.2512)  loss_bbox_dn_1: 0.1695 (0.1827)  loss_bbox_dn_2: 0.1475 (0.1628)  loss_bbox_dn_3: 0.1431 (0.1571)  loss_bbox_dn_4: 0.1433 (0.1558)  loss_bbox_dn_5: 0.1434 (0.1558)  loss_giou: 0.4466 (0.4595)  loss_giou_aux_0: 0.4717 (0.4836)  loss_giou_aux_1: 0.4547 (0.4701)  loss_giou_aux_2: 0.4495 (0.4643)  loss_giou_aux_3: 0.4448 (0.4607)  loss_giou_aux_4: 0.4414 (0.4597)  loss_giou_aux_5: 0.5244 (0.5446)  loss_giou_dn_0: 0.5611 (0.5592)  loss_giou_dn_1: 0.4478 (0.4512)  loss_giou_dn_2: 0.4171 (0.4201)  loss_giou_dn_3: 0.4060 (0.4118)  loss_giou_dn_4: 0.4056 (0.4097)  loss_giou_dn_5: 0.4060 (0.4099)  loss_vfl: 0.6502 (0.6530)  loss_vfl_aux_0: 0.7275 (0.7465)  loss_vfl_aux_1: 0.6928 (0.7013)  loss_vfl_aux_2: 0.6808 (0.6781)  loss_vfl_aux_3: 0.6706 (0.6652)  loss_vfl_aux_4: 0.6502 (0.6573)  loss_vfl_aux_5: 0.7302 (0.7369)  loss_vfl_dn_0: 0.4481 (0.4449)  loss_vfl_dn_1: 0.3774 (0.3795)  loss_vfl_dn_2: 0.3612 (0.3636)  loss_vfl_dn_3: 0.3531 (0.3563)  loss_vfl_dn_4: 0.3513 (0.3538)  loss_vfl_dn_5: 0.3502 (0.3531)  time: 0.4796  data: 0.0148  max mem: 5654
Epoch: [62]  [3000/7393]  eta: 0:35:44  lr: 0.000010  loss: 15.4377 (15.2474)  loss_bbox: 0.1501 (0.1454)  loss_bbox_aux_0: 0.1537 (0.1581)  loss_bbox_aux_1: 0.1487 (0.1510)  loss_bbox_aux_2: 0.1443 (0.1478)  loss_bbox_aux_3: 0.1470 (0.1458)  loss_bbox_aux_4: 0.1526 (0.1455)  loss_bbox_aux_5: 0.1938 (0.1927)  loss_bbox_dn_0: 0.2804 (0.2513)  loss_bbox_dn_1: 0.1982 (0.1828)  loss_bbox_dn_2: 0.1800 (0.1628)  loss_bbox_dn_3: 0.1750 (0.1572)  loss_bbox_dn_4: 0.1724 (0.1558)  loss_bbox_dn_5: 0.1724 (0.1558)  loss_giou: 0.4299 (0.4594)  loss_giou_aux_0: 0.4497 (0.4835)  loss_giou_aux_1: 0.4441 (0.4700)  loss_giou_aux_2: 0.4270 (0.4642)  loss_giou_aux_3: 0.4268 (0.4606)  loss_giou_aux_4: 0.4427 (0.4595)  loss_giou_aux_5: 0.5056 (0.5444)  loss_giou_dn_0: 0.5457 (0.5593)  loss_giou_dn_1: 0.4300 (0.4512)  loss_giou_dn_2: 0.3982 (0.4201)  loss_giou_dn_3: 0.3921 (0.4118)  loss_giou_dn_4: 0.3884 (0.4097)  loss_giou_dn_5: 0.3885 (0.4099)  loss_vfl: 0.6666 (0.6532)  loss_vfl_aux_0: 0.7644 (0.7469)  loss_vfl_aux_1: 0.7413 (0.7016)  loss_vfl_aux_2: 0.7037 (0.6785)  loss_vfl_aux_3: 0.6782 (0.6654)  loss_vfl_aux_4: 0.6764 (0.6575)  loss_vfl_aux_5: 0.7605 (0.7372)  loss_vfl_dn_0: 0.4490 (0.4449)  loss_vfl_dn_1: 0.3790 (0.3795)  loss_vfl_dn_2: 0.3569 (0.3636)  loss_vfl_dn_3: 0.3524 (0.3564)  loss_vfl_dn_4: 0.3505 (0.3538)  loss_vfl_dn_5: 0.3516 (0.3531)  time: 0.4940  data: 0.0150  max mem: 5654
Epoch: [62]  [3100/7393]  eta: 0:35:04  lr: 0.000010  loss: 15.1430 (15.2419)  loss_bbox: 0.1301 (0.1455)  loss_bbox_aux_0: 0.1396 (0.1582)  loss_bbox_aux_1: 0.1316 (0.1510)  loss_bbox_aux_2: 0.1292 (0.1479)  loss_bbox_aux_3: 0.1323 (0.1460)  loss_bbox_aux_4: 0.1301 (0.1456)  loss_bbox_aux_5: 0.1867 (0.1928)  loss_bbox_dn_0: 0.2358 (0.2514)  loss_bbox_dn_1: 0.1579 (0.1828)  loss_bbox_dn_2: 0.1369 (0.1629)  loss_bbox_dn_3: 0.1330 (0.1572)  loss_bbox_dn_4: 0.1416 (0.1559)  loss_bbox_dn_5: 0.1416 (0.1559)  loss_giou: 0.4252 (0.4588)  loss_giou_aux_0: 0.4310 (0.4827)  loss_giou_aux_1: 0.4198 (0.4692)  loss_giou_aux_2: 0.4161 (0.4635)  loss_giou_aux_3: 0.4257 (0.4601)  loss_giou_aux_4: 0.4257 (0.4589)  loss_giou_aux_5: 0.4876 (0.5437)  loss_giou_dn_0: 0.5320 (0.5589)  loss_giou_dn_1: 0.4179 (0.4507)  loss_giou_dn_2: 0.3930 (0.4196)  loss_giou_dn_3: 0.3838 (0.4113)  loss_giou_dn_4: 0.3801 (0.4093)  loss_giou_dn_5: 0.3801 (0.4095)  loss_vfl: 0.6422 (0.6533)  loss_vfl_aux_0: 0.7388 (0.7474)  loss_vfl_aux_1: 0.7164 (0.7021)  loss_vfl_aux_2: 0.6968 (0.6788)  loss_vfl_aux_3: 0.6719 (0.6654)  loss_vfl_aux_4: 0.6621 (0.6576)  loss_vfl_aux_5: 0.7291 (0.7377)  loss_vfl_dn_0: 0.4448 (0.4449)  loss_vfl_dn_1: 0.3784 (0.3793)  loss_vfl_dn_2: 0.3630 (0.3634)  loss_vfl_dn_3: 0.3560 (0.3562)  loss_vfl_dn_4: 0.3528 (0.3537)  loss_vfl_dn_5: 0.3531 (0.3530)  time: 0.4867  data: 0.0149  max mem: 5654
Epoch: [62]  [3200/7393]  eta: 0:34:14  lr: 0.000010  loss: 15.4587 (15.2458)  loss_bbox: 0.1456 (0.1455)  loss_bbox_aux_0: 0.1552 (0.1580)  loss_bbox_aux_1: 0.1486 (0.1509)  loss_bbox_aux_2: 0.1445 (0.1478)  loss_bbox_aux_3: 0.1454 (0.1459)  loss_bbox_aux_4: 0.1458 (0.1456)  loss_bbox_aux_5: 0.1794 (0.1927)  loss_bbox_dn_0: 0.2054 (0.2512)  loss_bbox_dn_1: 0.1491 (0.1827)  loss_bbox_dn_2: 0.1381 (0.1628)  loss_bbox_dn_3: 0.1332 (0.1571)  loss_bbox_dn_4: 0.1315 (0.1558)  loss_bbox_dn_5: 0.1315 (0.1558)  loss_giou: 0.4940 (0.4592)  loss_giou_aux_0: 0.5130 (0.4830)  loss_giou_aux_1: 0.5030 (0.4695)  loss_giou_aux_2: 0.5009 (0.4639)  loss_giou_aux_3: 0.5023 (0.4605)  loss_giou_aux_4: 0.4937 (0.4593)  loss_giou_aux_5: 0.5797 (0.5440)  loss_giou_dn_0: 0.5746 (0.5591)  loss_giou_dn_1: 0.4524 (0.4509)  loss_giou_dn_2: 0.4137 (0.4198)  loss_giou_dn_3: 0.4036 (0.4115)  loss_giou_dn_4: 0.4017 (0.4094)  loss_giou_dn_5: 0.4020 (0.4096)  loss_vfl: 0.6202 (0.6534)  loss_vfl_aux_0: 0.7073 (0.7476)  loss_vfl_aux_1: 0.6615 (0.7023)  loss_vfl_aux_2: 0.6367 (0.6788)  loss_vfl_aux_3: 0.6360 (0.6655)  loss_vfl_aux_4: 0.6249 (0.6577)  loss_vfl_aux_5: 0.6886 (0.7379)  loss_vfl_dn_0: 0.4437 (0.4449)  loss_vfl_dn_1: 0.3873 (0.3794)  loss_vfl_dn_2: 0.3701 (0.3635)  loss_vfl_dn_3: 0.3649 (0.3563)  loss_vfl_dn_4: 0.3610 (0.3538)  loss_vfl_dn_5: 0.3603 (0.3531)  time: 0.4819  data: 0.0150  max mem: 5654
Epoch: [62]  [3300/7393]  eta: 0:33:24  lr: 0.000010  loss: 15.5158 (15.2496)  loss_bbox: 0.1442 (0.1457)  loss_bbox_aux_0: 0.1508 (0.1582)  loss_bbox_aux_1: 0.1448 (0.1511)  loss_bbox_aux_2: 0.1419 (0.1481)  loss_bbox_aux_3: 0.1454 (0.1462)  loss_bbox_aux_4: 0.1441 (0.1458)  loss_bbox_aux_5: 0.1808 (0.1928)  loss_bbox_dn_0: 0.2171 (0.2514)  loss_bbox_dn_1: 0.1580 (0.1829)  loss_bbox_dn_2: 0.1337 (0.1629)  loss_bbox_dn_3: 0.1298 (0.1572)  loss_bbox_dn_4: 0.1286 (0.1559)  loss_bbox_dn_5: 0.1287 (0.1559)  loss_giou: 0.4982 (0.4595)  loss_giou_aux_0: 0.5303 (0.4832)  loss_giou_aux_1: 0.5210 (0.4697)  loss_giou_aux_2: 0.5125 (0.4641)  loss_giou_aux_3: 0.4988 (0.4607)  loss_giou_aux_4: 0.4985 (0.4596)  loss_giou_aux_5: 0.5918 (0.5442)  loss_giou_dn_0: 0.5925 (0.5593)  loss_giou_dn_1: 0.4786 (0.4512)  loss_giou_dn_2: 0.4467 (0.4200)  loss_giou_dn_3: 0.4353 (0.4117)  loss_giou_dn_4: 0.4340 (0.4097)  loss_giou_dn_5: 0.4341 (0.4098)  loss_vfl: 0.6191 (0.6531)  loss_vfl_aux_0: 0.7145 (0.7474)  loss_vfl_aux_1: 0.6788 (0.7021)  loss_vfl_aux_2: 0.6478 (0.6785)  loss_vfl_aux_3: 0.6399 (0.6651)  loss_vfl_aux_4: 0.6234 (0.6574)  loss_vfl_aux_5: 0.6963 (0.7377)  loss_vfl_dn_0: 0.4490 (0.4449)  loss_vfl_dn_1: 0.3866 (0.3795)  loss_vfl_dn_2: 0.3711 (0.3636)  loss_vfl_dn_3: 0.3666 (0.3564)  loss_vfl_dn_4: 0.3633 (0.3538)  loss_vfl_dn_5: 0.3630 (0.3531)  time: 0.4798  data: 0.0148  max mem: 5654
Epoch: [62]  [3400/7393]  eta: 0:32:34  lr: 0.000010  loss: 15.2928 (15.2525)  loss_bbox: 0.1364 (0.1457)  loss_bbox_aux_0: 0.1483 (0.1582)  loss_bbox_aux_1: 0.1366 (0.1511)  loss_bbox_aux_2: 0.1371 (0.1481)  loss_bbox_aux_3: 0.1364 (0.1462)  loss_bbox_aux_4: 0.1346 (0.1458)  loss_bbox_aux_5: 0.1785 (0.1928)  loss_bbox_dn_0: 0.2319 (0.2517)  loss_bbox_dn_1: 0.1674 (0.1831)  loss_bbox_dn_2: 0.1491 (0.1631)  loss_bbox_dn_3: 0.1445 (0.1575)  loss_bbox_dn_4: 0.1430 (0.1561)  loss_bbox_dn_5: 0.1430 (0.1561)  loss_giou: 0.4374 (0.4592)  loss_giou_aux_0: 0.4659 (0.4830)  loss_giou_aux_1: 0.4609 (0.4695)  loss_giou_aux_2: 0.4447 (0.4639)  loss_giou_aux_3: 0.4342 (0.4605)  loss_giou_aux_4: 0.4311 (0.4593)  loss_giou_aux_5: 0.5242 (0.5441)  loss_giou_dn_0: 0.5645 (0.5593)  loss_giou_dn_1: 0.4505 (0.4512)  loss_giou_dn_2: 0.4162 (0.4200)  loss_giou_dn_3: 0.4060 (0.4117)  loss_giou_dn_4: 0.4030 (0.4096)  loss_giou_dn_5: 0.4029 (0.4098)  loss_vfl: 0.6688 (0.6536)  loss_vfl_aux_0: 0.7385 (0.7478)  loss_vfl_aux_1: 0.7165 (0.7027)  loss_vfl_aux_2: 0.6932 (0.6789)  loss_vfl_aux_3: 0.6771 (0.6656)  loss_vfl_aux_4: 0.6606 (0.6579)  loss_vfl_aux_5: 0.7502 (0.7382)  loss_vfl_dn_0: 0.4433 (0.4449)  loss_vfl_dn_1: 0.3796 (0.3795)  loss_vfl_dn_2: 0.3610 (0.3635)  loss_vfl_dn_3: 0.3527 (0.3564)  loss_vfl_dn_4: 0.3509 (0.3538)  loss_vfl_dn_5: 0.3506 (0.3531)  time: 0.4820  data: 0.0150  max mem: 5654
Epoch: [62]  [3500/7393]  eta: 0:31:44  lr: 0.000010  loss: 14.7954 (15.2486)  loss_bbox: 0.1266 (0.1456)  loss_bbox_aux_0: 0.1361 (0.1581)  loss_bbox_aux_1: 0.1383 (0.1510)  loss_bbox_aux_2: 0.1278 (0.1480)  loss_bbox_aux_3: 0.1268 (0.1461)  loss_bbox_aux_4: 0.1266 (0.1457)  loss_bbox_aux_5: 0.1761 (0.1927)  loss_bbox_dn_0: 0.2177 (0.2515)  loss_bbox_dn_1: 0.1519 (0.1829)  loss_bbox_dn_2: 0.1357 (0.1630)  loss_bbox_dn_3: 0.1329 (0.1573)  loss_bbox_dn_4: 0.1325 (0.1560)  loss_bbox_dn_5: 0.1326 (0.1560)  loss_giou: 0.4539 (0.4591)  loss_giou_aux_0: 0.4577 (0.4829)  loss_giou_aux_1: 0.4432 (0.4694)  loss_giou_aux_2: 0.4511 (0.4638)  loss_giou_aux_3: 0.4485 (0.4605)  loss_giou_aux_4: 0.4538 (0.4593)  loss_giou_aux_5: 0.5284 (0.5439)  loss_giou_dn_0: 0.5505 (0.5593)  loss_giou_dn_1: 0.4555 (0.4511)  loss_giou_dn_2: 0.4315 (0.4200)  loss_giou_dn_3: 0.4254 (0.4117)  loss_giou_dn_4: 0.4203 (0.4096)  loss_giou_dn_5: 0.4208 (0.4098)  loss_vfl: 0.6378 (0.6535)  loss_vfl_aux_0: 0.7374 (0.7477)  loss_vfl_aux_1: 0.6793 (0.7025)  loss_vfl_aux_2: 0.6652 (0.6788)  loss_vfl_aux_3: 0.6472 (0.6654)  loss_vfl_aux_4: 0.6333 (0.6577)  loss_vfl_aux_5: 0.7081 (0.7380)  loss_vfl_dn_0: 0.4405 (0.4448)  loss_vfl_dn_1: 0.3709 (0.3794)  loss_vfl_dn_2: 0.3551 (0.3635)  loss_vfl_dn_3: 0.3498 (0.3563)  loss_vfl_dn_4: 0.3483 (0.3538)  loss_vfl_dn_5: 0.3474 (0.3530)  time: 0.4803  data: 0.0145  max mem: 5654
Epoch: [62]  [3600/7393]  eta: 0:30:54  lr: 0.000010  loss: 15.3869 (15.2492)  loss_bbox: 0.1439 (0.1456)  loss_bbox_aux_0: 0.1626 (0.1581)  loss_bbox_aux_1: 0.1481 (0.1510)  loss_bbox_aux_2: 0.1519 (0.1479)  loss_bbox_aux_3: 0.1507 (0.1460)  loss_bbox_aux_4: 0.1479 (0.1457)  loss_bbox_aux_5: 0.1982 (0.1927)  loss_bbox_dn_0: 0.2739 (0.2515)  loss_bbox_dn_1: 0.1996 (0.1829)  loss_bbox_dn_2: 0.1694 (0.1630)  loss_bbox_dn_3: 0.1623 (0.1573)  loss_bbox_dn_4: 0.1619 (0.1560)  loss_bbox_dn_5: 0.1619 (0.1560)  loss_giou: 0.4338 (0.4590)  loss_giou_aux_0: 0.4657 (0.4829)  loss_giou_aux_1: 0.4490 (0.4694)  loss_giou_aux_2: 0.4340 (0.4637)  loss_giou_aux_3: 0.4357 (0.4604)  loss_giou_aux_4: 0.4266 (0.4592)  loss_giou_aux_5: 0.5283 (0.5439)  loss_giou_dn_0: 0.5463 (0.5593)  loss_giou_dn_1: 0.4396 (0.4511)  loss_giou_dn_2: 0.4027 (0.4200)  loss_giou_dn_3: 0.3908 (0.4117)  loss_giou_dn_4: 0.3867 (0.4096)  loss_giou_dn_5: 0.3867 (0.4098)  loss_vfl: 0.6929 (0.6537)  loss_vfl_aux_0: 0.7674 (0.7477)  loss_vfl_aux_1: 0.7200 (0.7027)  loss_vfl_aux_2: 0.7150 (0.6791)  loss_vfl_aux_3: 0.6941 (0.6657)  loss_vfl_aux_4: 0.6977 (0.6579)  loss_vfl_aux_5: 0.7635 (0.7382)  loss_vfl_dn_0: 0.4489 (0.4447)  loss_vfl_dn_1: 0.3741 (0.3794)  loss_vfl_dn_2: 0.3558 (0.3634)  loss_vfl_dn_3: 0.3512 (0.3563)  loss_vfl_dn_4: 0.3479 (0.3537)  loss_vfl_dn_5: 0.3466 (0.3530)  time: 0.4967  data: 0.0150  max mem: 5654
Epoch: [62]  [3700/7393]  eta: 0:30:06  lr: 0.000010  loss: 15.0164 (15.2441)  loss_bbox: 0.1420 (0.1457)  loss_bbox_aux_0: 0.1511 (0.1582)  loss_bbox_aux_1: 0.1360 (0.1511)  loss_bbox_aux_2: 0.1322 (0.1480)  loss_bbox_aux_3: 0.1339 (0.1461)  loss_bbox_aux_4: 0.1420 (0.1458)  loss_bbox_aux_5: 0.1934 (0.1928)  loss_bbox_dn_0: 0.2461 (0.2517)  loss_bbox_dn_1: 0.1784 (0.1830)  loss_bbox_dn_2: 0.1591 (0.1630)  loss_bbox_dn_3: 0.1506 (0.1574)  loss_bbox_dn_4: 0.1508 (0.1560)  loss_bbox_dn_5: 0.1509 (0.1560)  loss_giou: 0.3967 (0.4585)  loss_giou_aux_0: 0.4404 (0.4824)  loss_giou_aux_1: 0.4124 (0.4688)  loss_giou_aux_2: 0.3962 (0.4632)  loss_giou_aux_3: 0.3955 (0.4599)  loss_giou_aux_4: 0.3964 (0.4587)  loss_giou_aux_5: 0.4903 (0.5434)  loss_giou_dn_0: 0.5354 (0.5590)  loss_giou_dn_1: 0.4312 (0.4508)  loss_giou_dn_2: 0.3949 (0.4197)  loss_giou_dn_3: 0.3843 (0.4114)  loss_giou_dn_4: 0.3806 (0.4093)  loss_giou_dn_5: 0.3807 (0.4095)  loss_vfl: 0.6610 (0.6536)  loss_vfl_aux_0: 0.7433 (0.7477)  loss_vfl_aux_1: 0.7037 (0.7028)  loss_vfl_aux_2: 0.6978 (0.6792)  loss_vfl_aux_3: 0.6814 (0.6655)  loss_vfl_aux_4: 0.6617 (0.6577)  loss_vfl_aux_5: 0.7341 (0.7383)  loss_vfl_dn_0: 0.4445 (0.4447)  loss_vfl_dn_1: 0.3761 (0.3793)  loss_vfl_dn_2: 0.3584 (0.3633)  loss_vfl_dn_3: 0.3532 (0.3561)  loss_vfl_dn_4: 0.3489 (0.3536)  loss_vfl_dn_5: 0.3448 (0.3529)  time: 0.4956  data: 0.0150  max mem: 5654
Epoch: [62]  [3800/7393]  eta: 0:29:16  lr: 0.000010  loss: 15.0329 (15.2462)  loss_bbox: 0.1364 (0.1458)  loss_bbox_aux_0: 0.1534 (0.1584)  loss_bbox_aux_1: 0.1434 (0.1512)  loss_bbox_aux_2: 0.1424 (0.1481)  loss_bbox_aux_3: 0.1383 (0.1463)  loss_bbox_aux_4: 0.1398 (0.1459)  loss_bbox_aux_5: 0.1886 (0.1930)  loss_bbox_dn_0: 0.2367 (0.2517)  loss_bbox_dn_1: 0.1770 (0.1830)  loss_bbox_dn_2: 0.1561 (0.1631)  loss_bbox_dn_3: 0.1482 (0.1574)  loss_bbox_dn_4: 0.1459 (0.1561)  loss_bbox_dn_5: 0.1459 (0.1561)  loss_giou: 0.4791 (0.4587)  loss_giou_aux_0: 0.4976 (0.4826)  loss_giou_aux_1: 0.4909 (0.4689)  loss_giou_aux_2: 0.4761 (0.4633)  loss_giou_aux_3: 0.4768 (0.4600)  loss_giou_aux_4: 0.4792 (0.4589)  loss_giou_aux_5: 0.5619 (0.5436)  loss_giou_dn_0: 0.5528 (0.5591)  loss_giou_dn_1: 0.4628 (0.4509)  loss_giou_dn_2: 0.4309 (0.4198)  loss_giou_dn_3: 0.4172 (0.4115)  loss_giou_dn_4: 0.4152 (0.4094)  loss_giou_dn_5: 0.4152 (0.4096)  loss_vfl: 0.6413 (0.6535)  loss_vfl_aux_0: 0.7462 (0.7477)  loss_vfl_aux_1: 0.6882 (0.7027)  loss_vfl_aux_2: 0.6881 (0.6792)  loss_vfl_aux_3: 0.6622 (0.6654)  loss_vfl_aux_4: 0.6556 (0.6576)  loss_vfl_aux_5: 0.7203 (0.7380)  loss_vfl_dn_0: 0.4476 (0.4447)  loss_vfl_dn_1: 0.3834 (0.3793)  loss_vfl_dn_2: 0.3659 (0.3634)  loss_vfl_dn_3: 0.3591 (0.3562)  loss_vfl_dn_4: 0.3577 (0.3536)  loss_vfl_dn_5: 0.3565 (0.3529)  time: 0.4693  data: 0.0140  max mem: 5654
Epoch: [62]  [3900/7393]  eta: 0:28:26  lr: 0.000010  loss: 15.3061 (15.2502)  loss_bbox: 0.1410 (0.1460)  loss_bbox_aux_0: 0.1519 (0.1586)  loss_bbox_aux_1: 0.1517 (0.1513)  loss_bbox_aux_2: 0.1488 (0.1483)  loss_bbox_aux_3: 0.1447 (0.1464)  loss_bbox_aux_4: 0.1431 (0.1461)  loss_bbox_aux_5: 0.1881 (0.1932)  loss_bbox_dn_0: 0.2340 (0.2520)  loss_bbox_dn_1: 0.1596 (0.1832)  loss_bbox_dn_2: 0.1419 (0.1632)  loss_bbox_dn_3: 0.1333 (0.1575)  loss_bbox_dn_4: 0.1326 (0.1562)  loss_bbox_dn_5: 0.1327 (0.1562)  loss_giou: 0.4510 (0.4588)  loss_giou_aux_0: 0.4826 (0.4827)  loss_giou_aux_1: 0.4561 (0.4690)  loss_giou_aux_2: 0.4521 (0.4633)  loss_giou_aux_3: 0.4500 (0.4601)  loss_giou_aux_4: 0.4466 (0.4590)  loss_giou_aux_5: 0.5247 (0.5437)  loss_giou_dn_0: 0.5599 (0.5592)  loss_giou_dn_1: 0.4452 (0.4510)  loss_giou_dn_2: 0.4215 (0.4198)  loss_giou_dn_3: 0.4186 (0.4115)  loss_giou_dn_4: 0.4178 (0.4094)  loss_giou_dn_5: 0.4181 (0.4096)  loss_vfl: 0.6209 (0.6536)  loss_vfl_aux_0: 0.7132 (0.7478)  loss_vfl_aux_1: 0.6569 (0.7029)  loss_vfl_aux_2: 0.6235 (0.6793)  loss_vfl_aux_3: 0.6212 (0.6655)  loss_vfl_aux_4: 0.6113 (0.6577)  loss_vfl_aux_5: 0.7008 (0.7381)  loss_vfl_dn_0: 0.4361 (0.4447)  loss_vfl_dn_1: 0.3695 (0.3793)  loss_vfl_dn_2: 0.3527 (0.3634)  loss_vfl_dn_3: 0.3479 (0.3562)  loss_vfl_dn_4: 0.3472 (0.3536)  loss_vfl_dn_5: 0.3471 (0.3529)  time: 0.4734  data: 0.0160  max mem: 5654
Epoch: [62]  [4000/7393]  eta: 0:27:37  lr: 0.000010  loss: 15.1721 (15.2483)  loss_bbox: 0.1370 (0.1462)  loss_bbox_aux_0: 0.1530 (0.1586)  loss_bbox_aux_1: 0.1481 (0.1515)  loss_bbox_aux_2: 0.1418 (0.1485)  loss_bbox_aux_3: 0.1392 (0.1466)  loss_bbox_aux_4: 0.1371 (0.1463)  loss_bbox_aux_5: 0.1941 (0.1934)  loss_bbox_dn_0: 0.2142 (0.2522)  loss_bbox_dn_1: 0.1585 (0.1833)  loss_bbox_dn_2: 0.1419 (0.1633)  loss_bbox_dn_3: 0.1385 (0.1577)  loss_bbox_dn_4: 0.1375 (0.1563)  loss_bbox_dn_5: 0.1375 (0.1563)  loss_giou: 0.4885 (0.4587)  loss_giou_aux_0: 0.4947 (0.4825)  loss_giou_aux_1: 0.4988 (0.4689)  loss_giou_aux_2: 0.4925 (0.4632)  loss_giou_aux_3: 0.4894 (0.4601)  loss_giou_aux_4: 0.4907 (0.4589)  loss_giou_aux_5: 0.5593 (0.5437)  loss_giou_dn_0: 0.5778 (0.5589)  loss_giou_dn_1: 0.4599 (0.4508)  loss_giou_dn_2: 0.4359 (0.4196)  loss_giou_dn_3: 0.4245 (0.4113)  loss_giou_dn_4: 0.4221 (0.4092)  loss_giou_dn_5: 0.4228 (0.4094)  loss_vfl: 0.6780 (0.6533)  loss_vfl_aux_0: 0.7445 (0.7479)  loss_vfl_aux_1: 0.7144 (0.7027)  loss_vfl_aux_2: 0.6944 (0.6790)  loss_vfl_aux_3: 0.6819 (0.6652)  loss_vfl_aux_4: 0.6753 (0.6574)  loss_vfl_aux_5: 0.7347 (0.7380)  loss_vfl_dn_0: 0.4431 (0.4446)  loss_vfl_dn_1: 0.3810 (0.3792)  loss_vfl_dn_2: 0.3614 (0.3633)  loss_vfl_dn_3: 0.3585 (0.3561)  loss_vfl_dn_4: 0.3559 (0.3535)  loss_vfl_dn_5: 0.3551 (0.3528)  time: 0.4847  data: 0.0139  max mem: 5654
Epoch: [62]  [4100/7393]  eta: 0:26:48  lr: 0.000010  loss: 15.3078 (15.2500)  loss_bbox: 0.1433 (0.1462)  loss_bbox_aux_0: 0.1540 (0.1586)  loss_bbox_aux_1: 0.1488 (0.1515)  loss_bbox_aux_2: 0.1454 (0.1485)  loss_bbox_aux_3: 0.1451 (0.1466)  loss_bbox_aux_4: 0.1426 (0.1462)  loss_bbox_aux_5: 0.1950 (0.1934)  loss_bbox_dn_0: 0.2442 (0.2521)  loss_bbox_dn_1: 0.1776 (0.1834)  loss_bbox_dn_2: 0.1579 (0.1634)  loss_bbox_dn_3: 0.1533 (0.1577)  loss_bbox_dn_4: 0.1507 (0.1564)  loss_bbox_dn_5: 0.1507 (0.1564)  loss_giou: 0.4623 (0.4588)  loss_giou_aux_0: 0.4876 (0.4826)  loss_giou_aux_1: 0.4822 (0.4690)  loss_giou_aux_2: 0.4657 (0.4633)  loss_giou_aux_3: 0.4628 (0.4602)  loss_giou_aux_4: 0.4602 (0.4590)  loss_giou_aux_5: 0.5488 (0.5438)  loss_giou_dn_0: 0.5616 (0.5589)  loss_giou_dn_1: 0.4598 (0.4508)  loss_giou_dn_2: 0.4369 (0.4196)  loss_giou_dn_3: 0.4296 (0.4114)  loss_giou_dn_4: 0.4288 (0.4093)  loss_giou_dn_5: 0.4289 (0.4094)  loss_vfl: 0.6625 (0.6535)  loss_vfl_aux_0: 0.7578 (0.7480)  loss_vfl_aux_1: 0.7014 (0.7027)  loss_vfl_aux_2: 0.6635 (0.6791)  loss_vfl_aux_3: 0.6668 (0.6653)  loss_vfl_aux_4: 0.6613 (0.6576)  loss_vfl_aux_5: 0.7516 (0.7379)  loss_vfl_dn_0: 0.4436 (0.4445)  loss_vfl_dn_1: 0.3803 (0.3791)  loss_vfl_dn_2: 0.3669 (0.3633)  loss_vfl_dn_3: 0.3599 (0.3561)  loss_vfl_dn_4: 0.3567 (0.3536)  loss_vfl_dn_5: 0.3568 (0.3528)  time: 0.4879  data: 0.0140  max mem: 5654
Epoch: [62]  [4200/7393]  eta: 0:25:59  lr: 0.000010  loss: 14.7215 (15.2478)  loss_bbox: 0.1364 (0.1461)  loss_bbox_aux_0: 0.1456 (0.1585)  loss_bbox_aux_1: 0.1450 (0.1514)  loss_bbox_aux_2: 0.1425 (0.1484)  loss_bbox_aux_3: 0.1363 (0.1465)  loss_bbox_aux_4: 0.1362 (0.1462)  loss_bbox_aux_5: 0.1882 (0.1933)  loss_bbox_dn_0: 0.2363 (0.2520)  loss_bbox_dn_1: 0.1569 (0.1833)  loss_bbox_dn_2: 0.1363 (0.1633)  loss_bbox_dn_3: 0.1354 (0.1576)  loss_bbox_dn_4: 0.1341 (0.1563)  loss_bbox_dn_5: 0.1341 (0.1563)  loss_giou: 0.4343 (0.4589)  loss_giou_aux_0: 0.4545 (0.4827)  loss_giou_aux_1: 0.4383 (0.4691)  loss_giou_aux_2: 0.4364 (0.4634)  loss_giou_aux_3: 0.4329 (0.4603)  loss_giou_aux_4: 0.4300 (0.4591)  loss_giou_aux_5: 0.4856 (0.5439)  loss_giou_dn_0: 0.5199 (0.5588)  loss_giou_dn_1: 0.4220 (0.4508)  loss_giou_dn_2: 0.3917 (0.4196)  loss_giou_dn_3: 0.3852 (0.4113)  loss_giou_dn_4: 0.3842 (0.4093)  loss_giou_dn_5: 0.3844 (0.4094)  loss_vfl: 0.6495 (0.6534)  loss_vfl_aux_0: 0.7427 (0.7478)  loss_vfl_aux_1: 0.6959 (0.7024)  loss_vfl_aux_2: 0.6824 (0.6789)  loss_vfl_aux_3: 0.6637 (0.6652)  loss_vfl_aux_4: 0.6531 (0.6574)  loss_vfl_aux_5: 0.7247 (0.7378)  loss_vfl_dn_0: 0.4470 (0.4445)  loss_vfl_dn_1: 0.3865 (0.3791)  loss_vfl_dn_2: 0.3695 (0.3632)  loss_vfl_dn_3: 0.3627 (0.3560)  loss_vfl_dn_4: 0.3596 (0.3535)  loss_vfl_dn_5: 0.3574 (0.3528)  time: 0.4783  data: 0.0135  max mem: 5654
Epoch: [62]  [4300/7393]  eta: 0:25:14  lr: 0.000010  loss: 15.5954 (15.2524)  loss_bbox: 0.1473 (0.1461)  loss_bbox_aux_0: 0.1684 (0.1586)  loss_bbox_aux_1: 0.1591 (0.1515)  loss_bbox_aux_2: 0.1564 (0.1485)  loss_bbox_aux_3: 0.1564 (0.1466)  loss_bbox_aux_4: 0.1473 (0.1462)  loss_bbox_aux_5: 0.2137 (0.1934)  loss_bbox_dn_0: 0.2444 (0.2521)  loss_bbox_dn_1: 0.1873 (0.1833)  loss_bbox_dn_2: 0.1681 (0.1633)  loss_bbox_dn_3: 0.1611 (0.1576)  loss_bbox_dn_4: 0.1625 (0.1563)  loss_bbox_dn_5: 0.1625 (0.1563)  loss_giou: 0.4290 (0.4591)  loss_giou_aux_0: 0.4473 (0.4830)  loss_giou_aux_1: 0.4404 (0.4693)  loss_giou_aux_2: 0.4302 (0.4636)  loss_giou_aux_3: 0.4506 (0.4604)  loss_giou_aux_4: 0.4441 (0.4593)  loss_giou_aux_5: 0.4963 (0.5442)  loss_giou_dn_0: 0.5172 (0.5590)  loss_giou_dn_1: 0.4194 (0.4509)  loss_giou_dn_2: 0.3896 (0.4197)  loss_giou_dn_3: 0.3822 (0.4114)  loss_giou_dn_4: 0.3782 (0.4094)  loss_giou_dn_5: 0.3782 (0.4096)  loss_vfl: 0.6858 (0.6537)  loss_vfl_aux_0: 0.7636 (0.7479)  loss_vfl_aux_1: 0.7039 (0.7025)  loss_vfl_aux_2: 0.6858 (0.6791)  loss_vfl_aux_3: 0.6719 (0.6655)  loss_vfl_aux_4: 0.6875 (0.6578)  loss_vfl_aux_5: 0.7640 (0.7377)  loss_vfl_dn_0: 0.4430 (0.4446)  loss_vfl_dn_1: 0.3805 (0.3791)  loss_vfl_dn_2: 0.3655 (0.3633)  loss_vfl_dn_3: 0.3575 (0.3561)  loss_vfl_dn_4: 0.3572 (0.3536)  loss_vfl_dn_5: 0.3565 (0.3529)  time: 0.4792  data: 0.0146  max mem: 5654
Epoch: [62]  [4400/7393]  eta: 0:24:24  lr: 0.000010  loss: 15.1021 (15.2487)  loss_bbox: 0.1326 (0.1461)  loss_bbox_aux_0: 0.1457 (0.1586)  loss_bbox_aux_1: 0.1368 (0.1515)  loss_bbox_aux_2: 0.1357 (0.1485)  loss_bbox_aux_3: 0.1338 (0.1466)  loss_bbox_aux_4: 0.1331 (0.1462)  loss_bbox_aux_5: 0.1882 (0.1934)  loss_bbox_dn_0: 0.2122 (0.2520)  loss_bbox_dn_1: 0.1570 (0.1832)  loss_bbox_dn_2: 0.1439 (0.1632)  loss_bbox_dn_3: 0.1411 (0.1576)  loss_bbox_dn_4: 0.1413 (0.1562)  loss_bbox_dn_5: 0.1413 (0.1562)  loss_giou: 0.4562 (0.4590)  loss_giou_aux_0: 0.4813 (0.4829)  loss_giou_aux_1: 0.4694 (0.4693)  loss_giou_aux_2: 0.4450 (0.4635)  loss_giou_aux_3: 0.4511 (0.4604)  loss_giou_aux_4: 0.4533 (0.4592)  loss_giou_aux_5: 0.5464 (0.5441)  loss_giou_dn_0: 0.5703 (0.5589)  loss_giou_dn_1: 0.4528 (0.4508)  loss_giou_dn_2: 0.4203 (0.4196)  loss_giou_dn_3: 0.4134 (0.4113)  loss_giou_dn_4: 0.4118 (0.4092)  loss_giou_dn_5: 0.4120 (0.4094)  loss_vfl: 0.6476 (0.6535)  loss_vfl_aux_0: 0.7270 (0.7477)  loss_vfl_aux_1: 0.6883 (0.7022)  loss_vfl_aux_2: 0.6677 (0.6789)  loss_vfl_aux_3: 0.6600 (0.6652)  loss_vfl_aux_4: 0.6494 (0.6575)  loss_vfl_aux_5: 0.7143 (0.7377)  loss_vfl_dn_0: 0.4422 (0.4445)  loss_vfl_dn_1: 0.3772 (0.3791)  loss_vfl_dn_2: 0.3607 (0.3632)  loss_vfl_dn_3: 0.3559 (0.3561)  loss_vfl_dn_4: 0.3528 (0.3536)  loss_vfl_dn_5: 0.3513 (0.3528)  time: 0.4789  data: 0.0141  max mem: 5654
Epoch: [62]  [4500/7393]  eta: 0:23:35  lr: 0.000010  loss: 15.6085 (15.2531)  loss_bbox: 0.1381 (0.1462)  loss_bbox_aux_0: 0.1479 (0.1587)  loss_bbox_aux_1: 0.1396 (0.1516)  loss_bbox_aux_2: 0.1430 (0.1486)  loss_bbox_aux_3: 0.1388 (0.1467)  loss_bbox_aux_4: 0.1391 (0.1463)  loss_bbox_aux_5: 0.1762 (0.1935)  loss_bbox_dn_0: 0.2148 (0.2520)  loss_bbox_dn_1: 0.1510 (0.1833)  loss_bbox_dn_2: 0.1371 (0.1633)  loss_bbox_dn_3: 0.1324 (0.1577)  loss_bbox_dn_4: 0.1317 (0.1563)  loss_bbox_dn_5: 0.1317 (0.1563)  loss_giou: 0.4706 (0.4594)  loss_giou_aux_0: 0.4906 (0.4832)  loss_giou_aux_1: 0.4759 (0.4696)  loss_giou_aux_2: 0.4674 (0.4640)  loss_giou_aux_3: 0.4613 (0.4608)  loss_giou_aux_4: 0.4691 (0.4596)  loss_giou_aux_5: 0.5456 (0.5443)  loss_giou_dn_0: 0.5786 (0.5591)  loss_giou_dn_1: 0.4679 (0.4510)  loss_giou_dn_2: 0.4455 (0.4198)  loss_giou_dn_3: 0.4411 (0.4115)  loss_giou_dn_4: 0.4382 (0.4095)  loss_giou_dn_5: 0.4383 (0.4096)  loss_vfl: 0.6132 (0.6533)  loss_vfl_aux_0: 0.7068 (0.7474)  loss_vfl_aux_1: 0.6616 (0.7021)  loss_vfl_aux_2: 0.6305 (0.6787)  loss_vfl_aux_3: 0.6288 (0.6650)  loss_vfl_aux_4: 0.6169 (0.6573)  loss_vfl_aux_5: 0.7066 (0.7376)  loss_vfl_dn_0: 0.4383 (0.4445)  loss_vfl_dn_1: 0.3713 (0.3791)  loss_vfl_dn_2: 0.3602 (0.3633)  loss_vfl_dn_3: 0.3565 (0.3561)  loss_vfl_dn_4: 0.3533 (0.3536)  loss_vfl_dn_5: 0.3528 (0.3529)  time: 0.4774  data: 0.0144  max mem: 5654
Epoch: [62]  [4600/7393]  eta: 0:22:45  lr: 0.000010  loss: 15.0882 (15.2506)  loss_bbox: 0.1560 (0.1462)  loss_bbox_aux_0: 0.1617 (0.1587)  loss_bbox_aux_1: 0.1472 (0.1515)  loss_bbox_aux_2: 0.1445 (0.1486)  loss_bbox_aux_3: 0.1575 (0.1467)  loss_bbox_aux_4: 0.1569 (0.1463)  loss_bbox_aux_5: 0.1922 (0.1935)  loss_bbox_dn_0: 0.2535 (0.2521)  loss_bbox_dn_1: 0.1845 (0.1834)  loss_bbox_dn_2: 0.1635 (0.1633)  loss_bbox_dn_3: 0.1547 (0.1577)  loss_bbox_dn_4: 0.1525 (0.1564)  loss_bbox_dn_5: 0.1523 (0.1564)  loss_giou: 0.4329 (0.4593)  loss_giou_aux_0: 0.4543 (0.4831)  loss_giou_aux_1: 0.4375 (0.4695)  loss_giou_aux_2: 0.4325 (0.4638)  loss_giou_aux_3: 0.4338 (0.4606)  loss_giou_aux_4: 0.4303 (0.4595)  loss_giou_aux_5: 0.5217 (0.5442)  loss_giou_dn_0: 0.5425 (0.5588)  loss_giou_dn_1: 0.4392 (0.4508)  loss_giou_dn_2: 0.3991 (0.4197)  loss_giou_dn_3: 0.3935 (0.4114)  loss_giou_dn_4: 0.3931 (0.4094)  loss_giou_dn_5: 0.3931 (0.4095)  loss_vfl: 0.6342 (0.6532)  loss_vfl_aux_0: 0.7260 (0.7474)  loss_vfl_aux_1: 0.6821 (0.7021)  loss_vfl_aux_2: 0.6662 (0.6786)  loss_vfl_aux_3: 0.6596 (0.6650)  loss_vfl_aux_4: 0.6423 (0.6572)  loss_vfl_aux_5: 0.7120 (0.7376)  loss_vfl_dn_0: 0.4364 (0.4445)  loss_vfl_dn_1: 0.3667 (0.3790)  loss_vfl_dn_2: 0.3556 (0.3632)  loss_vfl_dn_3: 0.3440 (0.3560)  loss_vfl_dn_4: 0.3435 (0.3535)  loss_vfl_dn_5: 0.3484 (0.3528)  time: 0.4884  data: 0.0140  max mem: 5654
Epoch: [62]  [4700/7393]  eta: 0:21:56  lr: 0.000010  loss: 14.5581 (15.2486)  loss_bbox: 0.1372 (0.1462)  loss_bbox_aux_0: 0.1513 (0.1586)  loss_bbox_aux_1: 0.1387 (0.1515)  loss_bbox_aux_2: 0.1390 (0.1485)  loss_bbox_aux_3: 0.1352 (0.1466)  loss_bbox_aux_4: 0.1345 (0.1463)  loss_bbox_aux_5: 0.1784 (0.1935)  loss_bbox_dn_0: 0.2251 (0.2520)  loss_bbox_dn_1: 0.1667 (0.1833)  loss_bbox_dn_2: 0.1481 (0.1633)  loss_bbox_dn_3: 0.1403 (0.1576)  loss_bbox_dn_4: 0.1405 (0.1563)  loss_bbox_dn_5: 0.1405 (0.1563)  loss_giou: 0.4206 (0.4592)  loss_giou_aux_0: 0.4521 (0.4830)  loss_giou_aux_1: 0.4203 (0.4694)  loss_giou_aux_2: 0.4290 (0.4638)  loss_giou_aux_3: 0.4177 (0.4606)  loss_giou_aux_4: 0.4229 (0.4594)  loss_giou_aux_5: 0.4970 (0.5441)  loss_giou_dn_0: 0.5322 (0.5588)  loss_giou_dn_1: 0.4195 (0.4508)  loss_giou_dn_2: 0.3897 (0.4197)  loss_giou_dn_3: 0.3824 (0.4114)  loss_giou_dn_4: 0.3794 (0.4093)  loss_giou_dn_5: 0.3793 (0.4095)  loss_vfl: 0.6408 (0.6532)  loss_vfl_aux_0: 0.7324 (0.7474)  loss_vfl_aux_1: 0.6702 (0.7020)  loss_vfl_aux_2: 0.6659 (0.6785)  loss_vfl_aux_3: 0.6528 (0.6649)  loss_vfl_aux_4: 0.6478 (0.6572)  loss_vfl_aux_5: 0.7232 (0.7377)  loss_vfl_dn_0: 0.4415 (0.4445)  loss_vfl_dn_1: 0.3650 (0.3790)  loss_vfl_dn_2: 0.3469 (0.3631)  loss_vfl_dn_3: 0.3438 (0.3560)  loss_vfl_dn_4: 0.3395 (0.3535)  loss_vfl_dn_5: 0.3389 (0.3528)  time: 0.4815  data: 0.0139  max mem: 5654
Epoch: [62]  [4800/7393]  eta: 0:21:10  lr: 0.000010  loss: 15.2796 (15.2453)  loss_bbox: 0.1443 (0.1461)  loss_bbox_aux_0: 0.1695 (0.1585)  loss_bbox_aux_1: 0.1556 (0.1514)  loss_bbox_aux_2: 0.1536 (0.1484)  loss_bbox_aux_3: 0.1443 (0.1465)  loss_bbox_aux_4: 0.1446 (0.1462)  loss_bbox_aux_5: 0.1915 (0.1934)  loss_bbox_dn_0: 0.2681 (0.2521)  loss_bbox_dn_1: 0.1922 (0.1833)  loss_bbox_dn_2: 0.1655 (0.1632)  loss_bbox_dn_3: 0.1552 (0.1576)  loss_bbox_dn_4: 0.1522 (0.1562)  loss_bbox_dn_5: 0.1522 (0.1563)  loss_giou: 0.4406 (0.4590)  loss_giou_aux_0: 0.4579 (0.4828)  loss_giou_aux_1: 0.4540 (0.4692)  loss_giou_aux_2: 0.4508 (0.4636)  loss_giou_aux_3: 0.4475 (0.4603)  loss_giou_aux_4: 0.4431 (0.4592)  loss_giou_aux_5: 0.5297 (0.5439)  loss_giou_dn_0: 0.5726 (0.5587)  loss_giou_dn_1: 0.4600 (0.4506)  loss_giou_dn_2: 0.4265 (0.4195)  loss_giou_dn_3: 0.4192 (0.4112)  loss_giou_dn_4: 0.4186 (0.4092)  loss_giou_dn_5: 0.4186 (0.4094)  loss_vfl: 0.6385 (0.6532)  loss_vfl_aux_0: 0.7140 (0.7474)  loss_vfl_aux_1: 0.6674 (0.7020)  loss_vfl_aux_2: 0.6541 (0.6784)  loss_vfl_aux_3: 0.6415 (0.6650)  loss_vfl_aux_4: 0.6402 (0.6572)  loss_vfl_aux_5: 0.7287 (0.7379)  loss_vfl_dn_0: 0.4458 (0.4444)  loss_vfl_dn_1: 0.3803 (0.3789)  loss_vfl_dn_2: 0.3626 (0.3631)  loss_vfl_dn_3: 0.3555 (0.3559)  loss_vfl_dn_4: 0.3513 (0.3535)  loss_vfl_dn_5: 0.3508 (0.3527)  time: 0.4824  data: 0.0149  max mem: 5654
Epoch: [62]  [4900/7393]  eta: 0:20:21  lr: 0.000010  loss: 15.7028 (15.2473)  loss_bbox: 0.1220 (0.1460)  loss_bbox_aux_0: 0.1419 (0.1585)  loss_bbox_aux_1: 0.1281 (0.1514)  loss_bbox_aux_2: 0.1284 (0.1484)  loss_bbox_aux_3: 0.1289 (0.1465)  loss_bbox_aux_4: 0.1228 (0.1461)  loss_bbox_aux_5: 0.1794 (0.1933)  loss_bbox_dn_0: 0.2034 (0.2519)  loss_bbox_dn_1: 0.1480 (0.1831)  loss_bbox_dn_2: 0.1338 (0.1631)  loss_bbox_dn_3: 0.1301 (0.1575)  loss_bbox_dn_4: 0.1275 (0.1561)  loss_bbox_dn_5: 0.1275 (0.1561)  loss_giou: 0.5071 (0.4592)  loss_giou_aux_0: 0.5293 (0.4830)  loss_giou_aux_1: 0.5209 (0.4695)  loss_giou_aux_2: 0.5064 (0.4639)  loss_giou_aux_3: 0.5116 (0.4606)  loss_giou_aux_4: 0.5105 (0.4594)  loss_giou_aux_5: 0.6162 (0.5441)  loss_giou_dn_0: 0.5785 (0.5589)  loss_giou_dn_1: 0.4722 (0.4508)  loss_giou_dn_2: 0.4490 (0.4197)  loss_giou_dn_3: 0.4452 (0.4114)  loss_giou_dn_4: 0.4453 (0.4093)  loss_giou_dn_5: 0.4457 (0.4095)  loss_vfl: 0.6286 (0.6532)  loss_vfl_aux_0: 0.7310 (0.7474)  loss_vfl_aux_1: 0.6749 (0.7018)  loss_vfl_aux_2: 0.6534 (0.6784)  loss_vfl_aux_3: 0.6489 (0.6650)  loss_vfl_aux_4: 0.6333 (0.6572)  loss_vfl_aux_5: 0.7135 (0.7378)  loss_vfl_dn_0: 0.4427 (0.4445)  loss_vfl_dn_1: 0.3853 (0.3789)  loss_vfl_dn_2: 0.3733 (0.3632)  loss_vfl_dn_3: 0.3692 (0.3560)  loss_vfl_dn_4: 0.3679 (0.3535)  loss_vfl_dn_5: 0.3673 (0.3528)  time: 0.4886  data: 0.0140  max mem: 5654
Epoch: [62]  [5000/7393]  eta: 0:19:32  lr: 0.000010  loss: 15.4716 (15.2506)  loss_bbox: 0.1381 (0.1461)  loss_bbox_aux_0: 0.1479 (0.1585)  loss_bbox_aux_1: 0.1406 (0.1514)  loss_bbox_aux_2: 0.1415 (0.1485)  loss_bbox_aux_3: 0.1399 (0.1466)  loss_bbox_aux_4: 0.1381 (0.1462)  loss_bbox_aux_5: 0.1827 (0.1933)  loss_bbox_dn_0: 0.2278 (0.2519)  loss_bbox_dn_1: 0.1588 (0.1832)  loss_bbox_dn_2: 0.1487 (0.1632)  loss_bbox_dn_3: 0.1463 (0.1576)  loss_bbox_dn_4: 0.1453 (0.1562)  loss_bbox_dn_5: 0.1453 (0.1562)  loss_giou: 0.4822 (0.4596)  loss_giou_aux_0: 0.5118 (0.4833)  loss_giou_aux_1: 0.4882 (0.4698)  loss_giou_aux_2: 0.4895 (0.4642)  loss_giou_aux_3: 0.4845 (0.4609)  loss_giou_aux_4: 0.4822 (0.4598)  loss_giou_aux_5: 0.5640 (0.5444)  loss_giou_dn_0: 0.5483 (0.5591)  loss_giou_dn_1: 0.4438 (0.4510)  loss_giou_dn_2: 0.4238 (0.4199)  loss_giou_dn_3: 0.4162 (0.4116)  loss_giou_dn_4: 0.4133 (0.4096)  loss_giou_dn_5: 0.4138 (0.4097)  loss_vfl: 0.6339 (0.6530)  loss_vfl_aux_0: 0.7216 (0.7472)  loss_vfl_aux_1: 0.6952 (0.7018)  loss_vfl_aux_2: 0.6543 (0.6782)  loss_vfl_aux_3: 0.6438 (0.6649)  loss_vfl_aux_4: 0.6441 (0.6571)  loss_vfl_aux_5: 0.7155 (0.7376)  loss_vfl_dn_0: 0.4434 (0.4445)  loss_vfl_dn_1: 0.3900 (0.3790)  loss_vfl_dn_2: 0.3723 (0.3632)  loss_vfl_dn_3: 0.3637 (0.3561)  loss_vfl_dn_4: 0.3606 (0.3536)  loss_vfl_dn_5: 0.3587 (0.3529)  time: 0.4783  data: 0.0142  max mem: 5654
Epoch: [62]  [5100/7393]  eta: 0:18:42  lr: 0.000010  loss: 15.4826 (15.2516)  loss_bbox: 0.1358 (0.1462)  loss_bbox_aux_0: 0.1428 (0.1586)  loss_bbox_aux_1: 0.1417 (0.1514)  loss_bbox_aux_2: 0.1390 (0.1485)  loss_bbox_aux_3: 0.1369 (0.1466)  loss_bbox_aux_4: 0.1428 (0.1463)  loss_bbox_aux_5: 0.1734 (0.1933)  loss_bbox_dn_0: 0.2182 (0.2519)  loss_bbox_dn_1: 0.1645 (0.1832)  loss_bbox_dn_2: 0.1469 (0.1632)  loss_bbox_dn_3: 0.1415 (0.1576)  loss_bbox_dn_4: 0.1414 (0.1563)  loss_bbox_dn_5: 0.1414 (0.1563)  loss_giou: 0.4850 (0.4596)  loss_giou_aux_0: 0.4976 (0.4833)  loss_giou_aux_1: 0.4723 (0.4698)  loss_giou_aux_2: 0.4679 (0.4642)  loss_giou_aux_3: 0.4815 (0.4609)  loss_giou_aux_4: 0.4842 (0.4598)  loss_giou_aux_5: 0.5677 (0.5444)  loss_giou_dn_0: 0.5795 (0.5590)  loss_giou_dn_1: 0.4642 (0.4510)  loss_giou_dn_2: 0.4335 (0.4198)  loss_giou_dn_3: 0.4228 (0.4116)  loss_giou_dn_4: 0.4224 (0.4095)  loss_giou_dn_5: 0.4228 (0.4097)  loss_vfl: 0.6681 (0.6531)  loss_vfl_aux_0: 0.7811 (0.7473)  loss_vfl_aux_1: 0.7361 (0.7019)  loss_vfl_aux_2: 0.6963 (0.6782)  loss_vfl_aux_3: 0.6737 (0.6649)  loss_vfl_aux_4: 0.6750 (0.6571)  loss_vfl_aux_5: 0.7601 (0.7377)  loss_vfl_dn_0: 0.4413 (0.4445)  loss_vfl_dn_1: 0.3852 (0.3790)  loss_vfl_dn_2: 0.3692 (0.3632)  loss_vfl_dn_3: 0.3590 (0.3561)  loss_vfl_dn_4: 0.3566 (0.3536)  loss_vfl_dn_5: 0.3560 (0.3529)  time: 0.4871  data: 0.0139  max mem: 5654
Epoch: [62]  [5200/7393]  eta: 0:17:53  lr: 0.000010  loss: 15.2928 (15.2510)  loss_bbox: 0.1492 (0.1461)  loss_bbox_aux_0: 0.1584 (0.1585)  loss_bbox_aux_1: 0.1542 (0.1514)  loss_bbox_aux_2: 0.1521 (0.1485)  loss_bbox_aux_3: 0.1491 (0.1466)  loss_bbox_aux_4: 0.1480 (0.1462)  loss_bbox_aux_5: 0.1972 (0.1932)  loss_bbox_dn_0: 0.2572 (0.2517)  loss_bbox_dn_1: 0.1899 (0.1831)  loss_bbox_dn_2: 0.1699 (0.1631)  loss_bbox_dn_3: 0.1589 (0.1575)  loss_bbox_dn_4: 0.1563 (0.1562)  loss_bbox_dn_5: 0.1563 (0.1562)  loss_giou: 0.4219 (0.4599)  loss_giou_aux_0: 0.4583 (0.4836)  loss_giou_aux_1: 0.4277 (0.4701)  loss_giou_aux_2: 0.4385 (0.4645)  loss_giou_aux_3: 0.4405 (0.4612)  loss_giou_aux_4: 0.4227 (0.4600)  loss_giou_aux_5: 0.5101 (0.5447)  loss_giou_dn_0: 0.5455 (0.5591)  loss_giou_dn_1: 0.4350 (0.4511)  loss_giou_dn_2: 0.4049 (0.4199)  loss_giou_dn_3: 0.3951 (0.4117)  loss_giou_dn_4: 0.3911 (0.4096)  loss_giou_dn_5: 0.3913 (0.4098)  loss_vfl: 0.6817 (0.6529)  loss_vfl_aux_0: 0.7648 (0.7471)  loss_vfl_aux_1: 0.7118 (0.7017)  loss_vfl_aux_2: 0.7040 (0.6780)  loss_vfl_aux_3: 0.6855 (0.6646)  loss_vfl_aux_4: 0.6807 (0.6569)  loss_vfl_aux_5: 0.7534 (0.7375)  loss_vfl_dn_0: 0.4491 (0.4444)  loss_vfl_dn_1: 0.3861 (0.3790)  loss_vfl_dn_2: 0.3727 (0.3632)  loss_vfl_dn_3: 0.3645 (0.3560)  loss_vfl_dn_4: 0.3606 (0.3536)  loss_vfl_dn_5: 0.3593 (0.3528)  time: 0.4818  data: 0.0140  max mem: 5654
Epoch: [62]  [5300/7393]  eta: 0:17:04  lr: 0.000010  loss: 15.1335 (15.2526)  loss_bbox: 0.1458 (0.1461)  loss_bbox_aux_0: 0.1526 (0.1584)  loss_bbox_aux_1: 0.1458 (0.1513)  loss_bbox_aux_2: 0.1448 (0.1484)  loss_bbox_aux_3: 0.1464 (0.1465)  loss_bbox_aux_4: 0.1501 (0.1462)  loss_bbox_aux_5: 0.1835 (0.1932)  loss_bbox_dn_0: 0.2218 (0.2518)  loss_bbox_dn_1: 0.1854 (0.1831)  loss_bbox_dn_2: 0.1657 (0.1632)  loss_bbox_dn_3: 0.1625 (0.1575)  loss_bbox_dn_4: 0.1618 (0.1562)  loss_bbox_dn_5: 0.1618 (0.1562)  loss_giou: 0.4527 (0.4598)  loss_giou_aux_0: 0.4800 (0.4835)  loss_giou_aux_1: 0.4508 (0.4701)  loss_giou_aux_2: 0.4478 (0.4645)  loss_giou_aux_3: 0.4467 (0.4612)  loss_giou_aux_4: 0.4516 (0.4600)  loss_giou_aux_5: 0.5190 (0.5447)  loss_giou_dn_0: 0.5402 (0.5591)  loss_giou_dn_1: 0.4475 (0.4511)  loss_giou_dn_2: 0.4213 (0.4200)  loss_giou_dn_3: 0.4135 (0.4118)  loss_giou_dn_4: 0.4127 (0.4097)  loss_giou_dn_5: 0.4130 (0.4099)  loss_vfl: 0.6546 (0.6531)  loss_vfl_aux_0: 0.7631 (0.7472)  loss_vfl_aux_1: 0.7189 (0.7019)  loss_vfl_aux_2: 0.7045 (0.6781)  loss_vfl_aux_3: 0.6910 (0.6648)  loss_vfl_aux_4: 0.6590 (0.6571)  loss_vfl_aux_5: 0.7591 (0.7375)  loss_vfl_dn_0: 0.4490 (0.4444)  loss_vfl_dn_1: 0.3792 (0.3790)  loss_vfl_dn_2: 0.3654 (0.3632)  loss_vfl_dn_3: 0.3589 (0.3561)  loss_vfl_dn_4: 0.3561 (0.3536)  loss_vfl_dn_5: 0.3538 (0.3529)  time: 0.4764  data: 0.0139  max mem: 5654
Epoch: [62]  [5400/7393]  eta: 0:16:15  lr: 0.000010  loss: 15.2084 (15.2558)  loss_bbox: 0.1332 (0.1460)  loss_bbox_aux_0: 0.1389 (0.1583)  loss_bbox_aux_1: 0.1384 (0.1513)  loss_bbox_aux_2: 0.1390 (0.1483)  loss_bbox_aux_3: 0.1389 (0.1465)  loss_bbox_aux_4: 0.1330 (0.1461)  loss_bbox_aux_5: 0.1732 (0.1931)  loss_bbox_dn_0: 0.2079 (0.2516)  loss_bbox_dn_1: 0.1588 (0.1830)  loss_bbox_dn_2: 0.1495 (0.1631)  loss_bbox_dn_3: 0.1449 (0.1575)  loss_bbox_dn_4: 0.1434 (0.1561)  loss_bbox_dn_5: 0.1434 (0.1562)  loss_giou: 0.4605 (0.4600)  loss_giou_aux_0: 0.4841 (0.4836)  loss_giou_aux_1: 0.4697 (0.4702)  loss_giou_aux_2: 0.4674 (0.4646)  loss_giou_aux_3: 0.4631 (0.4613)  loss_giou_aux_4: 0.4662 (0.4602)  loss_giou_aux_5: 0.5301 (0.5447)  loss_giou_dn_0: 0.5583 (0.5593)  loss_giou_dn_1: 0.4608 (0.4513)  loss_giou_dn_2: 0.4254 (0.4202)  loss_giou_dn_3: 0.4183 (0.4119)  loss_giou_dn_4: 0.4168 (0.4099)  loss_giou_dn_5: 0.4168 (0.4101)  loss_vfl: 0.6315 (0.6534)  loss_vfl_aux_0: 0.7100 (0.7475)  loss_vfl_aux_1: 0.6794 (0.7021)  loss_vfl_aux_2: 0.6488 (0.6784)  loss_vfl_aux_3: 0.6506 (0.6651)  loss_vfl_aux_4: 0.6374 (0.6574)  loss_vfl_aux_5: 0.7140 (0.7377)  loss_vfl_dn_0: 0.4482 (0.4445)  loss_vfl_dn_1: 0.3855 (0.3791)  loss_vfl_dn_2: 0.3674 (0.3633)  loss_vfl_dn_3: 0.3633 (0.3562)  loss_vfl_dn_4: 0.3594 (0.3537)  loss_vfl_dn_5: 0.3598 (0.3530)  time: 0.4837  data: 0.0138  max mem: 5654
Epoch: [62]  [5500/7393]  eta: 0:15:25  lr: 0.000010  loss: 14.7259 (15.2532)  loss_bbox: 0.1280 (0.1461)  loss_bbox_aux_0: 0.1452 (0.1583)  loss_bbox_aux_1: 0.1381 (0.1513)  loss_bbox_aux_2: 0.1307 (0.1484)  loss_bbox_aux_3: 0.1271 (0.1465)  loss_bbox_aux_4: 0.1278 (0.1461)  loss_bbox_aux_5: 0.1733 (0.1931)  loss_bbox_dn_0: 0.2267 (0.2517)  loss_bbox_dn_1: 0.1612 (0.1832)  loss_bbox_dn_2: 0.1440 (0.1632)  loss_bbox_dn_3: 0.1365 (0.1576)  loss_bbox_dn_4: 0.1367 (0.1563)  loss_bbox_dn_5: 0.1367 (0.1563)  loss_giou: 0.4884 (0.4598)  loss_giou_aux_0: 0.5057 (0.4834)  loss_giou_aux_1: 0.4953 (0.4699)  loss_giou_aux_2: 0.4929 (0.4644)  loss_giou_aux_3: 0.4920 (0.4611)  loss_giou_aux_4: 0.4885 (0.4599)  loss_giou_aux_5: 0.5653 (0.5445)  loss_giou_dn_0: 0.5777 (0.5591)  loss_giou_dn_1: 0.4695 (0.4511)  loss_giou_dn_2: 0.4353 (0.4200)  loss_giou_dn_3: 0.4269 (0.4117)  loss_giou_dn_4: 0.4243 (0.4097)  loss_giou_dn_5: 0.4247 (0.4099)  loss_vfl: 0.5932 (0.6533)  loss_vfl_aux_0: 0.6961 (0.7475)  loss_vfl_aux_1: 0.6591 (0.7022)  loss_vfl_aux_2: 0.6288 (0.6784)  loss_vfl_aux_3: 0.6106 (0.6650)  loss_vfl_aux_4: 0.5988 (0.6573)  loss_vfl_aux_5: 0.6805 (0.7377)  loss_vfl_dn_0: 0.4318 (0.4445)  loss_vfl_dn_1: 0.3767 (0.3790)  loss_vfl_dn_2: 0.3618 (0.3633)  loss_vfl_dn_3: 0.3543 (0.3561)  loss_vfl_dn_4: 0.3521 (0.3536)  loss_vfl_dn_5: 0.3510 (0.3529)  time: 0.4800  data: 0.0136  max mem: 5654
Epoch: [62]  [5600/7393]  eta: 0:14:38  lr: 0.000010  loss: 14.6024 (15.2549)  loss_bbox: 0.1380 (0.1461)  loss_bbox_aux_0: 0.1514 (0.1584)  loss_bbox_aux_1: 0.1367 (0.1513)  loss_bbox_aux_2: 0.1424 (0.1484)  loss_bbox_aux_3: 0.1397 (0.1466)  loss_bbox_aux_4: 0.1384 (0.1462)  loss_bbox_aux_5: 0.1875 (0.1931)  loss_bbox_dn_0: 0.2457 (0.2518)  loss_bbox_dn_1: 0.1881 (0.1832)  loss_bbox_dn_2: 0.1627 (0.1633)  loss_bbox_dn_3: 0.1574 (0.1576)  loss_bbox_dn_4: 0.1550 (0.1563)  loss_bbox_dn_5: 0.1551 (0.1563)  loss_giou: 0.4205 (0.4598)  loss_giou_aux_0: 0.4590 (0.4834)  loss_giou_aux_1: 0.4323 (0.4699)  loss_giou_aux_2: 0.4127 (0.4644)  loss_giou_aux_3: 0.4230 (0.4611)  loss_giou_aux_4: 0.4184 (0.4600)  loss_giou_aux_5: 0.5130 (0.5445)  loss_giou_dn_0: 0.5353 (0.5590)  loss_giou_dn_1: 0.4471 (0.4511)  loss_giou_dn_2: 0.4139 (0.4200)  loss_giou_dn_3: 0.4034 (0.4117)  loss_giou_dn_4: 0.4020 (0.4097)  loss_giou_dn_5: 0.4021 (0.4098)  loss_vfl: 0.6508 (0.6534)  loss_vfl_aux_0: 0.7330 (0.7477)  loss_vfl_aux_1: 0.6942 (0.7023)  loss_vfl_aux_2: 0.6651 (0.6786)  loss_vfl_aux_3: 0.6674 (0.6651)  loss_vfl_aux_4: 0.6658 (0.6574)  loss_vfl_aux_5: 0.7351 (0.7378)  loss_vfl_dn_0: 0.4441 (0.4445)  loss_vfl_dn_1: 0.3741 (0.3790)  loss_vfl_dn_2: 0.3565 (0.3633)  loss_vfl_dn_3: 0.3485 (0.3561)  loss_vfl_dn_4: 0.3456 (0.3536)  loss_vfl_dn_5: 0.3451 (0.3529)  time: 0.4836  data: 0.0140  max mem: 5654
Epoch: [62]  [5700/7393]  eta: 0:13:49  lr: 0.000010  loss: 15.2049 (15.2571)  loss_bbox: 0.1431 (0.1462)  loss_bbox_aux_0: 0.1559 (0.1585)  loss_bbox_aux_1: 0.1537 (0.1514)  loss_bbox_aux_2: 0.1523 (0.1485)  loss_bbox_aux_3: 0.1470 (0.1467)  loss_bbox_aux_4: 0.1430 (0.1463)  loss_bbox_aux_5: 0.2062 (0.1932)  loss_bbox_dn_0: 0.2354 (0.2517)  loss_bbox_dn_1: 0.1757 (0.1831)  loss_bbox_dn_2: 0.1594 (0.1632)  loss_bbox_dn_3: 0.1528 (0.1576)  loss_bbox_dn_4: 0.1515 (0.1563)  loss_bbox_dn_5: 0.1515 (0.1563)  loss_giou: 0.4325 (0.4600)  loss_giou_aux_0: 0.4614 (0.4836)  loss_giou_aux_1: 0.4434 (0.4702)  loss_giou_aux_2: 0.4307 (0.4646)  loss_giou_aux_3: 0.4370 (0.4613)  loss_giou_aux_4: 0.4325 (0.4601)  loss_giou_aux_5: 0.5135 (0.5446)  loss_giou_dn_0: 0.5338 (0.5591)  loss_giou_dn_1: 0.4327 (0.4512)  loss_giou_dn_2: 0.3967 (0.4201)  loss_giou_dn_3: 0.3903 (0.4118)  loss_giou_dn_4: 0.3876 (0.4098)  loss_giou_dn_5: 0.3875 (0.4100)  loss_vfl: 0.6317 (0.6534)  loss_vfl_aux_0: 0.7189 (0.7476)  loss_vfl_aux_1: 0.6763 (0.7022)  loss_vfl_aux_2: 0.6652 (0.6785)  loss_vfl_aux_3: 0.6403 (0.6651)  loss_vfl_aux_4: 0.6478 (0.6574)  loss_vfl_aux_5: 0.7316 (0.7377)  loss_vfl_dn_0: 0.4461 (0.4445)  loss_vfl_dn_1: 0.3787 (0.3791)  loss_vfl_dn_2: 0.3615 (0.3633)  loss_vfl_dn_3: 0.3529 (0.3562)  loss_vfl_dn_4: 0.3521 (0.3537)  loss_vfl_dn_5: 0.3515 (0.3530)  time: 0.4814  data: 0.0143  max mem: 5654
Epoch: [62]  [5800/7393]  eta: 0:13:00  lr: 0.000010  loss: 15.1731 (15.2628)  loss_bbox: 0.1360 (0.1462)  loss_bbox_aux_0: 0.1457 (0.1586)  loss_bbox_aux_1: 0.1408 (0.1515)  loss_bbox_aux_2: 0.1424 (0.1485)  loss_bbox_aux_3: 0.1363 (0.1467)  loss_bbox_aux_4: 0.1400 (0.1463)  loss_bbox_aux_5: 0.1833 (0.1932)  loss_bbox_dn_0: 0.2576 (0.2518)  loss_bbox_dn_1: 0.1752 (0.1832)  loss_bbox_dn_2: 0.1584 (0.1633)  loss_bbox_dn_3: 0.1543 (0.1577)  loss_bbox_dn_4: 0.1509 (0.1564)  loss_bbox_dn_5: 0.1509 (0.1564)  loss_giou: 0.4691 (0.4604)  loss_giou_aux_0: 0.4734 (0.4839)  loss_giou_aux_1: 0.4624 (0.4705)  loss_giou_aux_2: 0.4684 (0.4650)  loss_giou_aux_3: 0.4628 (0.4617)  loss_giou_aux_4: 0.4754 (0.4605)  loss_giou_aux_5: 0.5277 (0.5450)  loss_giou_dn_0: 0.5756 (0.5594)  loss_giou_dn_1: 0.4847 (0.4515)  loss_giou_dn_2: 0.4485 (0.4204)  loss_giou_dn_3: 0.4337 (0.4121)  loss_giou_dn_4: 0.4311 (0.4101)  loss_giou_dn_5: 0.4312 (0.4103)  loss_vfl: 0.6430 (0.6534)  loss_vfl_aux_0: 0.7461 (0.7477)  loss_vfl_aux_1: 0.6880 (0.7023)  loss_vfl_aux_2: 0.6656 (0.6785)  loss_vfl_aux_3: 0.6652 (0.6652)  loss_vfl_aux_4: 0.6473 (0.6575)  loss_vfl_aux_5: 0.7483 (0.7377)  loss_vfl_dn_0: 0.4367 (0.4446)  loss_vfl_dn_1: 0.3760 (0.3791)  loss_vfl_dn_2: 0.3619 (0.3633)  loss_vfl_dn_3: 0.3507 (0.3562)  loss_vfl_dn_4: 0.3477 (0.3537)  loss_vfl_dn_5: 0.3464 (0.3530)  time: 0.4867  data: 0.0141  max mem: 5654
Epoch: [62]  [5900/7393]  eta: 0:12:12  lr: 0.000010  loss: 15.2342 (15.2617)  loss_bbox: 0.1538 (0.1463)  loss_bbox_aux_0: 0.1532 (0.1587)  loss_bbox_aux_1: 0.1499 (0.1515)  loss_bbox_aux_2: 0.1605 (0.1486)  loss_bbox_aux_3: 0.1542 (0.1468)  loss_bbox_aux_4: 0.1548 (0.1464)  loss_bbox_aux_5: 0.1807 (0.1933)  loss_bbox_dn_0: 0.2356 (0.2519)  loss_bbox_dn_1: 0.1769 (0.1834)  loss_bbox_dn_2: 0.1540 (0.1635)  loss_bbox_dn_3: 0.1507 (0.1579)  loss_bbox_dn_4: 0.1500 (0.1565)  loss_bbox_dn_5: 0.1500 (0.1565)  loss_giou: 0.4228 (0.4602)  loss_giou_aux_0: 0.4462 (0.4838)  loss_giou_aux_1: 0.4161 (0.4704)  loss_giou_aux_2: 0.4322 (0.4649)  loss_giou_aux_3: 0.4096 (0.4615)  loss_giou_aux_4: 0.4162 (0.4604)  loss_giou_aux_5: 0.5204 (0.5449)  loss_giou_dn_0: 0.5529 (0.5593)  loss_giou_dn_1: 0.4315 (0.4513)  loss_giou_dn_2: 0.3985 (0.4202)  loss_giou_dn_3: 0.3912 (0.4120)  loss_giou_dn_4: 0.3906 (0.4100)  loss_giou_dn_5: 0.3906 (0.4101)  loss_vfl: 0.6364 (0.6533)  loss_vfl_aux_0: 0.7576 (0.7476)  loss_vfl_aux_1: 0.6976 (0.7022)  loss_vfl_aux_2: 0.6518 (0.6784)  loss_vfl_aux_3: 0.6471 (0.6652)  loss_vfl_aux_4: 0.6457 (0.6574)  loss_vfl_aux_5: 0.7235 (0.7375)  loss_vfl_dn_0: 0.4441 (0.4445)  loss_vfl_dn_1: 0.3794 (0.3791)  loss_vfl_dn_2: 0.3700 (0.3633)  loss_vfl_dn_3: 0.3623 (0.3562)  loss_vfl_dn_4: 0.3601 (0.3537)  loss_vfl_dn_5: 0.3582 (0.3530)  time: 0.4736  data: 0.0140  max mem: 5654
Epoch: [62]  [6000/7393]  eta: 0:11:23  lr: 0.000010  loss: 15.3217 (15.2634)  loss_bbox: 0.1412 (0.1463)  loss_bbox_aux_0: 0.1429 (0.1587)  loss_bbox_aux_1: 0.1383 (0.1515)  loss_bbox_aux_2: 0.1367 (0.1486)  loss_bbox_aux_3: 0.1352 (0.1468)  loss_bbox_aux_4: 0.1414 (0.1464)  loss_bbox_aux_5: 0.1754 (0.1933)  loss_bbox_dn_0: 0.2229 (0.2519)  loss_bbox_dn_1: 0.1651 (0.1833)  loss_bbox_dn_2: 0.1398 (0.1634)  loss_bbox_dn_3: 0.1363 (0.1578)  loss_bbox_dn_4: 0.1378 (0.1565)  loss_bbox_dn_5: 0.1379 (0.1565)  loss_giou: 0.4222 (0.4604)  loss_giou_aux_0: 0.4388 (0.4839)  loss_giou_aux_1: 0.4257 (0.4705)  loss_giou_aux_2: 0.4288 (0.4650)  loss_giou_aux_3: 0.4246 (0.4617)  loss_giou_aux_4: 0.4191 (0.4605)  loss_giou_aux_5: 0.5132 (0.5450)  loss_giou_dn_0: 0.5404 (0.5593)  loss_giou_dn_1: 0.4455 (0.4514)  loss_giou_dn_2: 0.4187 (0.4203)  loss_giou_dn_3: 0.4138 (0.4120)  loss_giou_dn_4: 0.4102 (0.4100)  loss_giou_dn_5: 0.4116 (0.4102)  loss_vfl: 0.6571 (0.6533)  loss_vfl_aux_0: 0.7390 (0.7478)  loss_vfl_aux_1: 0.6806 (0.7024)  loss_vfl_aux_2: 0.6632 (0.6785)  loss_vfl_aux_3: 0.6545 (0.6652)  loss_vfl_aux_4: 0.6615 (0.6574)  loss_vfl_aux_5: 0.6973 (0.7376)  loss_vfl_dn_0: 0.4425 (0.4446)  loss_vfl_dn_1: 0.3727 (0.3791)  loss_vfl_dn_2: 0.3610 (0.3633)  loss_vfl_dn_3: 0.3509 (0.3562)  loss_vfl_dn_4: 0.3515 (0.3537)  loss_vfl_dn_5: 0.3476 (0.3530)  time: 0.4906  data: 0.0142  max mem: 5654
Epoch: [62]  [6100/7393]  eta: 0:10:34  lr: 0.000010  loss: 15.3500 (15.2638)  loss_bbox: 0.1316 (0.1463)  loss_bbox_aux_0: 0.1545 (0.1587)  loss_bbox_aux_1: 0.1483 (0.1515)  loss_bbox_aux_2: 0.1424 (0.1487)  loss_bbox_aux_3: 0.1385 (0.1468)  loss_bbox_aux_4: 0.1326 (0.1464)  loss_bbox_aux_5: 0.1861 (0.1933)  loss_bbox_dn_0: 0.2401 (0.2518)  loss_bbox_dn_1: 0.1637 (0.1832)  loss_bbox_dn_2: 0.1528 (0.1634)  loss_bbox_dn_3: 0.1449 (0.1578)  loss_bbox_dn_4: 0.1429 (0.1564)  loss_bbox_dn_5: 0.1429 (0.1564)  loss_giou: 0.4364 (0.4605)  loss_giou_aux_0: 0.4649 (0.4840)  loss_giou_aux_1: 0.4458 (0.4706)  loss_giou_aux_2: 0.4491 (0.4652)  loss_giou_aux_3: 0.4482 (0.4618)  loss_giou_aux_4: 0.4437 (0.4606)  loss_giou_aux_5: 0.5440 (0.5451)  loss_giou_dn_0: 0.5701 (0.5594)  loss_giou_dn_1: 0.4649 (0.4514)  loss_giou_dn_2: 0.4285 (0.4203)  loss_giou_dn_3: 0.4160 (0.4121)  loss_giou_dn_4: 0.4138 (0.4100)  loss_giou_dn_5: 0.4137 (0.4102)  loss_vfl: 0.6935 (0.6533)  loss_vfl_aux_0: 0.7860 (0.7478)  loss_vfl_aux_1: 0.7425 (0.7024)  loss_vfl_aux_2: 0.7141 (0.6785)  loss_vfl_aux_3: 0.7163 (0.6652)  loss_vfl_aux_4: 0.6969 (0.6575)  loss_vfl_aux_5: 0.7580 (0.7376)  loss_vfl_dn_0: 0.4419 (0.4446)  loss_vfl_dn_1: 0.3805 (0.3790)  loss_vfl_dn_2: 0.3632 (0.3632)  loss_vfl_dn_3: 0.3546 (0.3561)  loss_vfl_dn_4: 0.3516 (0.3537)  loss_vfl_dn_5: 0.3518 (0.3529)  time: 0.4889  data: 0.0142  max mem: 5654
Epoch: [62]  [6200/7393]  eta: 0:09:44  lr: 0.000010  loss: 15.2742 (15.2638)  loss_bbox: 0.1395 (0.1464)  loss_bbox_aux_0: 0.1500 (0.1587)  loss_bbox_aux_1: 0.1429 (0.1515)  loss_bbox_aux_2: 0.1451 (0.1487)  loss_bbox_aux_3: 0.1404 (0.1468)  loss_bbox_aux_4: 0.1386 (0.1464)  loss_bbox_aux_5: 0.1923 (0.1933)  loss_bbox_dn_0: 0.2409 (0.2518)  loss_bbox_dn_1: 0.1717 (0.1832)  loss_bbox_dn_2: 0.1489 (0.1634)  loss_bbox_dn_3: 0.1462 (0.1578)  loss_bbox_dn_4: 0.1447 (0.1564)  loss_bbox_dn_5: 0.1447 (0.1565)  loss_giou: 0.4708 (0.4605)  loss_giou_aux_0: 0.4734 (0.4840)  loss_giou_aux_1: 0.4713 (0.4705)  loss_giou_aux_2: 0.4700 (0.4651)  loss_giou_aux_3: 0.4685 (0.4618)  loss_giou_aux_4: 0.4694 (0.4606)  loss_giou_aux_5: 0.5293 (0.5451)  loss_giou_dn_0: 0.5522 (0.5593)  loss_giou_dn_1: 0.4463 (0.4514)  loss_giou_dn_2: 0.4138 (0.4203)  loss_giou_dn_3: 0.4099 (0.4121)  loss_giou_dn_4: 0.4070 (0.4100)  loss_giou_dn_5: 0.4069 (0.4102)  loss_vfl: 0.6251 (0.6533)  loss_vfl_aux_0: 0.7215 (0.7479)  loss_vfl_aux_1: 0.6720 (0.7025)  loss_vfl_aux_2: 0.6804 (0.6785)  loss_vfl_aux_3: 0.6572 (0.6651)  loss_vfl_aux_4: 0.6274 (0.6574)  loss_vfl_aux_5: 0.7137 (0.7377)  loss_vfl_dn_0: 0.4483 (0.4446)  loss_vfl_dn_1: 0.3762 (0.3790)  loss_vfl_dn_2: 0.3649 (0.3632)  loss_vfl_dn_3: 0.3518 (0.3561)  loss_vfl_dn_4: 0.3491 (0.3536)  loss_vfl_dn_5: 0.3481 (0.3529)  time: 0.4790  data: 0.0137  max mem: 5654
Epoch: [62]  [6300/7393]  eta: 0:08:55  lr: 0.000010  loss: 15.3898 (15.2627)  loss_bbox: 0.1484 (0.1464)  loss_bbox_aux_0: 0.1518 (0.1587)  loss_bbox_aux_1: 0.1455 (0.1515)  loss_bbox_aux_2: 0.1409 (0.1487)  loss_bbox_aux_3: 0.1482 (0.1468)  loss_bbox_aux_4: 0.1484 (0.1464)  loss_bbox_aux_5: 0.1939 (0.1933)  loss_bbox_dn_0: 0.2553 (0.2519)  loss_bbox_dn_1: 0.1772 (0.1833)  loss_bbox_dn_2: 0.1638 (0.1634)  loss_bbox_dn_3: 0.1613 (0.1578)  loss_bbox_dn_4: 0.1620 (0.1564)  loss_bbox_dn_5: 0.1620 (0.1565)  loss_giou: 0.4115 (0.4604)  loss_giou_aux_0: 0.4253 (0.4839)  loss_giou_aux_1: 0.4041 (0.4704)  loss_giou_aux_2: 0.4034 (0.4649)  loss_giou_aux_3: 0.4107 (0.4617)  loss_giou_aux_4: 0.4108 (0.4605)  loss_giou_aux_5: 0.4799 (0.5450)  loss_giou_dn_0: 0.5494 (0.5593)  loss_giou_dn_1: 0.4454 (0.4514)  loss_giou_dn_2: 0.4182 (0.4203)  loss_giou_dn_3: 0.4120 (0.4120)  loss_giou_dn_4: 0.4096 (0.4100)  loss_giou_dn_5: 0.4095 (0.4101)  loss_vfl: 0.6549 (0.6533)  loss_vfl_aux_0: 0.7636 (0.7479)  loss_vfl_aux_1: 0.7058 (0.7026)  loss_vfl_aux_2: 0.6642 (0.6785)  loss_vfl_aux_3: 0.6526 (0.6651)  loss_vfl_aux_4: 0.6574 (0.6573)  loss_vfl_aux_5: 0.7378 (0.7378)  loss_vfl_dn_0: 0.4447 (0.4446)  loss_vfl_dn_1: 0.3765 (0.3790)  loss_vfl_dn_2: 0.3602 (0.3632)  loss_vfl_dn_3: 0.3526 (0.3561)  loss_vfl_dn_4: 0.3493 (0.3536)  loss_vfl_dn_5: 0.3489 (0.3529)  time: 0.4700  data: 0.0135  max mem: 5654
Epoch: [62]  [6400/7393]  eta: 0:08:06  lr: 0.000010  loss: 15.3633 (15.2640)  loss_bbox: 0.1446 (0.1464)  loss_bbox_aux_0: 0.1657 (0.1588)  loss_bbox_aux_1: 0.1496 (0.1516)  loss_bbox_aux_2: 0.1490 (0.1487)  loss_bbox_aux_3: 0.1394 (0.1469)  loss_bbox_aux_4: 0.1451 (0.1465)  loss_bbox_aux_5: 0.2017 (0.1934)  loss_bbox_dn_0: 0.2631 (0.2519)  loss_bbox_dn_1: 0.1965 (0.1833)  loss_bbox_dn_2: 0.1821 (0.1635)  loss_bbox_dn_3: 0.1765 (0.1578)  loss_bbox_dn_4: 0.1748 (0.1565)  loss_bbox_dn_5: 0.1748 (0.1565)  loss_giou: 0.4264 (0.4604)  loss_giou_aux_0: 0.4519 (0.4839)  loss_giou_aux_1: 0.4387 (0.4704)  loss_giou_aux_2: 0.4377 (0.4650)  loss_giou_aux_3: 0.4308 (0.4617)  loss_giou_aux_4: 0.4238 (0.4605)  loss_giou_aux_5: 0.4984 (0.5450)  loss_giou_dn_0: 0.5602 (0.5594)  loss_giou_dn_1: 0.4574 (0.4514)  loss_giou_dn_2: 0.4190 (0.4203)  loss_giou_dn_3: 0.4069 (0.4121)  loss_giou_dn_4: 0.4036 (0.4100)  loss_giou_dn_5: 0.4038 (0.4102)  loss_vfl: 0.6607 (0.6532)  loss_vfl_aux_0: 0.7551 (0.7478)  loss_vfl_aux_1: 0.7205 (0.7025)  loss_vfl_aux_2: 0.6959 (0.6785)  loss_vfl_aux_3: 0.6798 (0.6651)  loss_vfl_aux_4: 0.6729 (0.6573)  loss_vfl_aux_5: 0.7695 (0.7378)  loss_vfl_dn_0: 0.4418 (0.4446)  loss_vfl_dn_1: 0.3725 (0.3790)  loss_vfl_dn_2: 0.3604 (0.3632)  loss_vfl_dn_3: 0.3538 (0.3561)  loss_vfl_dn_4: 0.3510 (0.3536)  loss_vfl_dn_5: 0.3489 (0.3529)  time: 0.4818  data: 0.0137  max mem: 5654
Epoch: [62]  [6500/7393]  eta: 0:07:17  lr: 0.000010  loss: 15.2736 (15.2644)  loss_bbox: 0.1589 (0.1465)  loss_bbox_aux_0: 0.1763 (0.1589)  loss_bbox_aux_1: 0.1585 (0.1517)  loss_bbox_aux_2: 0.1585 (0.1488)  loss_bbox_aux_3: 0.1564 (0.1470)  loss_bbox_aux_4: 0.1578 (0.1466)  loss_bbox_aux_5: 0.2065 (0.1936)  loss_bbox_dn_0: 0.2744 (0.2521)  loss_bbox_dn_1: 0.1914 (0.1834)  loss_bbox_dn_2: 0.1666 (0.1635)  loss_bbox_dn_3: 0.1613 (0.1579)  loss_bbox_dn_4: 0.1619 (0.1566)  loss_bbox_dn_5: 0.1619 (0.1566)  loss_giou: 0.4328 (0.4603)  loss_giou_aux_0: 0.4330 (0.4837)  loss_giou_aux_1: 0.4314 (0.4702)  loss_giou_aux_2: 0.4342 (0.4648)  loss_giou_aux_3: 0.4206 (0.4616)  loss_giou_aux_4: 0.4330 (0.4604)  loss_giou_aux_5: 0.5061 (0.5448)  loss_giou_dn_0: 0.5364 (0.5593)  loss_giou_dn_1: 0.4299 (0.4513)  loss_giou_dn_2: 0.3939 (0.4202)  loss_giou_dn_3: 0.3865 (0.4120)  loss_giou_dn_4: 0.3834 (0.4099)  loss_giou_dn_5: 0.3836 (0.4101)  loss_vfl: 0.6575 (0.6534)  loss_vfl_aux_0: 0.7418 (0.7480)  loss_vfl_aux_1: 0.7317 (0.7027)  loss_vfl_aux_2: 0.6974 (0.6786)  loss_vfl_aux_3: 0.6726 (0.6653)  loss_vfl_aux_4: 0.6546 (0.6575)  loss_vfl_aux_5: 0.7199 (0.7379)  loss_vfl_dn_0: 0.4427 (0.4446)  loss_vfl_dn_1: 0.3769 (0.3790)  loss_vfl_dn_2: 0.3616 (0.3632)  loss_vfl_dn_3: 0.3572 (0.3561)  loss_vfl_dn_4: 0.3528 (0.3536)  loss_vfl_dn_5: 0.3528 (0.3529)  time: 0.4871  data: 0.0137  max mem: 5654
Epoch: [62]  [6600/7393]  eta: 0:06:28  lr: 0.000010  loss: 15.6730 (15.2643)  loss_bbox: 0.1558 (0.1466)  loss_bbox_aux_0: 0.1693 (0.1589)  loss_bbox_aux_1: 0.1665 (0.1517)  loss_bbox_aux_2: 0.1521 (0.1489)  loss_bbox_aux_3: 0.1495 (0.1470)  loss_bbox_aux_4: 0.1533 (0.1466)  loss_bbox_aux_5: 0.2038 (0.1936)  loss_bbox_dn_0: 0.2576 (0.2522)  loss_bbox_dn_1: 0.1950 (0.1835)  loss_bbox_dn_2: 0.1721 (0.1636)  loss_bbox_dn_3: 0.1663 (0.1580)  loss_bbox_dn_4: 0.1661 (0.1566)  loss_bbox_dn_5: 0.1661 (0.1566)  loss_giou: 0.4217 (0.4601)  loss_giou_aux_0: 0.4513 (0.4836)  loss_giou_aux_1: 0.4483 (0.4701)  loss_giou_aux_2: 0.4310 (0.4647)  loss_giou_aux_3: 0.4306 (0.4615)  loss_giou_aux_4: 0.4238 (0.4603)  loss_giou_aux_5: 0.5161 (0.5447)  loss_giou_dn_0: 0.5470 (0.5592)  loss_giou_dn_1: 0.4327 (0.4513)  loss_giou_dn_2: 0.4017 (0.4201)  loss_giou_dn_3: 0.3923 (0.4119)  loss_giou_dn_4: 0.3888 (0.4098)  loss_giou_dn_5: 0.3888 (0.4100)  loss_vfl: 0.6546 (0.6535)  loss_vfl_aux_0: 0.7609 (0.7481)  loss_vfl_aux_1: 0.7015 (0.7028)  loss_vfl_aux_2: 0.6869 (0.6787)  loss_vfl_aux_3: 0.6628 (0.6653)  loss_vfl_aux_4: 0.6571 (0.6576)  loss_vfl_aux_5: 0.7249 (0.7379)  loss_vfl_dn_0: 0.4426 (0.4446)  loss_vfl_dn_1: 0.3810 (0.3790)  loss_vfl_dn_2: 0.3691 (0.3632)  loss_vfl_dn_3: 0.3592 (0.3561)  loss_vfl_dn_4: 0.3546 (0.3536)  loss_vfl_dn_5: 0.3547 (0.3529)  time: 0.4724  data: 0.0143  max mem: 5654
Epoch: [62]  [6700/7393]  eta: 0:05:39  lr: 0.000010  loss: 15.0775 (15.2665)  loss_bbox: 0.1481 (0.1466)  loss_bbox_aux_0: 0.1662 (0.1590)  loss_bbox_aux_1: 0.1524 (0.1518)  loss_bbox_aux_2: 0.1472 (0.1489)  loss_bbox_aux_3: 0.1468 (0.1471)  loss_bbox_aux_4: 0.1481 (0.1467)  loss_bbox_aux_5: 0.1861 (0.1936)  loss_bbox_dn_0: 0.2462 (0.2523)  loss_bbox_dn_1: 0.1824 (0.1836)  loss_bbox_dn_2: 0.1603 (0.1637)  loss_bbox_dn_3: 0.1518 (0.1581)  loss_bbox_dn_4: 0.1503 (0.1567)  loss_bbox_dn_5: 0.1503 (0.1567)  loss_giou: 0.4558 (0.4601)  loss_giou_aux_0: 0.4758 (0.4836)  loss_giou_aux_1: 0.4619 (0.4701)  loss_giou_aux_2: 0.4590 (0.4647)  loss_giou_aux_3: 0.4675 (0.4614)  loss_giou_aux_4: 0.4693 (0.4602)  loss_giou_aux_5: 0.5429 (0.5447)  loss_giou_dn_0: 0.5614 (0.5593)  loss_giou_dn_1: 0.4414 (0.4513)  loss_giou_dn_2: 0.4119 (0.4202)  loss_giou_dn_3: 0.4101 (0.4119)  loss_giou_dn_4: 0.4074 (0.4098)  loss_giou_dn_5: 0.4075 (0.4100)  loss_vfl: 0.6527 (0.6536)  loss_vfl_aux_0: 0.7491 (0.7482)  loss_vfl_aux_1: 0.6915 (0.7030)  loss_vfl_aux_2: 0.6779 (0.6788)  loss_vfl_aux_3: 0.6578 (0.6654)  loss_vfl_aux_4: 0.6555 (0.6577)  loss_vfl_aux_5: 0.7495 (0.7380)  loss_vfl_dn_0: 0.4386 (0.4446)  loss_vfl_dn_1: 0.3795 (0.3790)  loss_vfl_dn_2: 0.3621 (0.3632)  loss_vfl_dn_3: 0.3541 (0.3561)  loss_vfl_dn_4: 0.3530 (0.3536)  loss_vfl_dn_5: 0.3550 (0.3529)  time: 0.4841  data: 0.0143  max mem: 5654
Epoch: [62]  [6800/7393]  eta: 0:04:50  lr: 0.000010  loss: 15.2694 (15.2681)  loss_bbox: 0.1444 (0.1467)  loss_bbox_aux_0: 0.1568 (0.1590)  loss_bbox_aux_1: 0.1504 (0.1518)  loss_bbox_aux_2: 0.1507 (0.1490)  loss_bbox_aux_3: 0.1485 (0.1472)  loss_bbox_aux_4: 0.1447 (0.1467)  loss_bbox_aux_5: 0.1914 (0.1937)  loss_bbox_dn_0: 0.2381 (0.2524)  loss_bbox_dn_1: 0.1696 (0.1837)  loss_bbox_dn_2: 0.1506 (0.1638)  loss_bbox_dn_3: 0.1477 (0.1582)  loss_bbox_dn_4: 0.1482 (0.1568)  loss_bbox_dn_5: 0.1481 (0.1568)  loss_giou: 0.4294 (0.4602)  loss_giou_aux_0: 0.4594 (0.4836)  loss_giou_aux_1: 0.4410 (0.4701)  loss_giou_aux_2: 0.4442 (0.4648)  loss_giou_aux_3: 0.4384 (0.4615)  loss_giou_aux_4: 0.4335 (0.4603)  loss_giou_aux_5: 0.5327 (0.5447)  loss_giou_dn_0: 0.5505 (0.5593)  loss_giou_dn_1: 0.4540 (0.4513)  loss_giou_dn_2: 0.4107 (0.4202)  loss_giou_dn_3: 0.4022 (0.4119)  loss_giou_dn_4: 0.3978 (0.4098)  loss_giou_dn_5: 0.3980 (0.4100)  loss_vfl: 0.6502 (0.6537)  loss_vfl_aux_0: 0.7318 (0.7482)  loss_vfl_aux_1: 0.7117 (0.7031)  loss_vfl_aux_2: 0.6702 (0.6788)  loss_vfl_aux_3: 0.6670 (0.6654)  loss_vfl_aux_4: 0.6559 (0.6577)  loss_vfl_aux_5: 0.7337 (0.7381)  loss_vfl_dn_0: 0.4447 (0.4447)  loss_vfl_dn_1: 0.3754 (0.3790)  loss_vfl_dn_2: 0.3636 (0.3632)  loss_vfl_dn_3: 0.3527 (0.3561)  loss_vfl_dn_4: 0.3510 (0.3536)  loss_vfl_dn_5: 0.3498 (0.3529)  time: 0.4764  data: 0.0141  max mem: 5654
Epoch: [62]  [6900/7393]  eta: 0:04:01  lr: 0.000010  loss: 14.5220 (15.2668)  loss_bbox: 0.1325 (0.1467)  loss_bbox_aux_0: 0.1398 (0.1591)  loss_bbox_aux_1: 0.1419 (0.1519)  loss_bbox_aux_2: 0.1383 (0.1490)  loss_bbox_aux_3: 0.1355 (0.1472)  loss_bbox_aux_4: 0.1324 (0.1468)  loss_bbox_aux_5: 0.1735 (0.1937)  loss_bbox_dn_0: 0.2467 (0.2526)  loss_bbox_dn_1: 0.1744 (0.1838)  loss_bbox_dn_2: 0.1490 (0.1639)  loss_bbox_dn_3: 0.1478 (0.1583)  loss_bbox_dn_4: 0.1457 (0.1569)  loss_bbox_dn_5: 0.1459 (0.1569)  loss_giou: 0.3892 (0.4600)  loss_giou_aux_0: 0.4157 (0.4835)  loss_giou_aux_1: 0.3924 (0.4700)  loss_giou_aux_2: 0.3936 (0.4646)  loss_giou_aux_3: 0.3812 (0.4614)  loss_giou_aux_4: 0.3818 (0.4602)  loss_giou_aux_5: 0.4884 (0.5446)  loss_giou_dn_0: 0.5340 (0.5592)  loss_giou_dn_1: 0.4196 (0.4512)  loss_giou_dn_2: 0.3949 (0.4201)  loss_giou_dn_3: 0.3863 (0.4119)  loss_giou_dn_4: 0.3842 (0.4098)  loss_giou_dn_5: 0.3855 (0.4100)  loss_vfl: 0.6271 (0.6535)  loss_vfl_aux_0: 0.7101 (0.7482)  loss_vfl_aux_1: 0.6881 (0.7030)  loss_vfl_aux_2: 0.6611 (0.6786)  loss_vfl_aux_3: 0.6318 (0.6652)  loss_vfl_aux_4: 0.6325 (0.6575)  loss_vfl_aux_5: 0.7134 (0.7381)  loss_vfl_dn_0: 0.4425 (0.4447)  loss_vfl_dn_1: 0.3777 (0.3790)  loss_vfl_dn_2: 0.3616 (0.3632)  loss_vfl_dn_3: 0.3556 (0.3561)  loss_vfl_dn_4: 0.3526 (0.3536)  loss_vfl_dn_5: 0.3531 (0.3529)  time: 0.4858  data: 0.0142  max mem: 5654
Epoch: [62]  [7000/7393]  eta: 0:03:12  lr: 0.000010  loss: 14.4723 (15.2655)  loss_bbox: 0.1293 (0.1466)  loss_bbox_aux_0: 0.1371 (0.1590)  loss_bbox_aux_1: 0.1334 (0.1518)  loss_bbox_aux_2: 0.1231 (0.1489)  loss_bbox_aux_3: 0.1303 (0.1471)  loss_bbox_aux_4: 0.1293 (0.1467)  loss_bbox_aux_5: 0.1629 (0.1936)  loss_bbox_dn_0: 0.2047 (0.2524)  loss_bbox_dn_1: 0.1565 (0.1837)  loss_bbox_dn_2: 0.1314 (0.1638)  loss_bbox_dn_3: 0.1281 (0.1582)  loss_bbox_dn_4: 0.1288 (0.1568)  loss_bbox_dn_5: 0.1288 (0.1568)  loss_giou: 0.4373 (0.4600)  loss_giou_aux_0: 0.4606 (0.4835)  loss_giou_aux_1: 0.4463 (0.4699)  loss_giou_aux_2: 0.4508 (0.4646)  loss_giou_aux_3: 0.4285 (0.4613)  loss_giou_aux_4: 0.4374 (0.4602)  loss_giou_aux_5: 0.5076 (0.5445)  loss_giou_dn_0: 0.5395 (0.5592)  loss_giou_dn_1: 0.4287 (0.4512)  loss_giou_dn_2: 0.3968 (0.4201)  loss_giou_dn_3: 0.3882 (0.4118)  loss_giou_dn_4: 0.3883 (0.4098)  loss_giou_dn_5: 0.3880 (0.4099)  loss_vfl: 0.6516 (0.6535)  loss_vfl_aux_0: 0.7362 (0.7483)  loss_vfl_aux_1: 0.6979 (0.7031)  loss_vfl_aux_2: 0.6663 (0.6786)  loss_vfl_aux_3: 0.6752 (0.6653)  loss_vfl_aux_4: 0.6430 (0.6575)  loss_vfl_aux_5: 0.7672 (0.7381)  loss_vfl_dn_0: 0.4434 (0.4447)  loss_vfl_dn_1: 0.3728 (0.3790)  loss_vfl_dn_2: 0.3558 (0.3632)  loss_vfl_dn_3: 0.3483 (0.3561)  loss_vfl_dn_4: 0.3453 (0.3536)  loss_vfl_dn_5: 0.3448 (0.3529)  time: 0.4818  data: 0.0140  max mem: 5654
Epoch: [62]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 15.4743 (15.2644)  loss_bbox: 0.1390 (0.1466)  loss_bbox_aux_0: 0.1558 (0.1589)  loss_bbox_aux_1: 0.1391 (0.1518)  loss_bbox_aux_2: 0.1427 (0.1489)  loss_bbox_aux_3: 0.1379 (0.1471)  loss_bbox_aux_4: 0.1388 (0.1466)  loss_bbox_aux_5: 0.1916 (0.1935)  loss_bbox_dn_0: 0.2516 (0.2524)  loss_bbox_dn_1: 0.1772 (0.1837)  loss_bbox_dn_2: 0.1536 (0.1638)  loss_bbox_dn_3: 0.1472 (0.1581)  loss_bbox_dn_4: 0.1453 (0.1568)  loss_bbox_dn_5: 0.1453 (0.1568)  loss_giou: 0.4372 (0.4599)  loss_giou_aux_0: 0.4653 (0.4833)  loss_giou_aux_1: 0.4544 (0.4698)  loss_giou_aux_2: 0.4373 (0.4645)  loss_giou_aux_3: 0.4386 (0.4612)  loss_giou_aux_4: 0.4362 (0.4601)  loss_giou_aux_5: 0.5126 (0.5444)  loss_giou_dn_0: 0.5703 (0.5592)  loss_giou_dn_1: 0.4613 (0.4512)  loss_giou_dn_2: 0.4217 (0.4200)  loss_giou_dn_3: 0.4105 (0.4118)  loss_giou_dn_4: 0.4083 (0.4097)  loss_giou_dn_5: 0.4085 (0.4099)  loss_vfl: 0.6481 (0.6536)  loss_vfl_aux_0: 0.7390 (0.7484)  loss_vfl_aux_1: 0.7036 (0.7031)  loss_vfl_aux_2: 0.6733 (0.6787)  loss_vfl_aux_3: 0.6618 (0.6654)  loss_vfl_aux_4: 0.6489 (0.6576)  loss_vfl_aux_5: 0.7305 (0.7382)  loss_vfl_dn_0: 0.4384 (0.4446)  loss_vfl_dn_1: 0.3854 (0.3790)  loss_vfl_dn_2: 0.3730 (0.3632)  loss_vfl_dn_3: 0.3656 (0.3561)  loss_vfl_dn_4: 0.3645 (0.3536)  loss_vfl_dn_5: 0.3625 (0.3529)  time: 0.4783  data: 0.0137  max mem: 5654
Epoch: [62]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.1238 (15.2652)  loss_bbox: 0.1514 (0.1466)  loss_bbox_aux_0: 0.1583 (0.1590)  loss_bbox_aux_1: 0.1558 (0.1518)  loss_bbox_aux_2: 0.1555 (0.1490)  loss_bbox_aux_3: 0.1516 (0.1471)  loss_bbox_aux_4: 0.1514 (0.1467)  loss_bbox_aux_5: 0.1966 (0.1936)  loss_bbox_dn_0: 0.2339 (0.2524)  loss_bbox_dn_1: 0.1659 (0.1837)  loss_bbox_dn_2: 0.1518 (0.1638)  loss_bbox_dn_3: 0.1498 (0.1581)  loss_bbox_dn_4: 0.1497 (0.1568)  loss_bbox_dn_5: 0.1497 (0.1568)  loss_giou: 0.4562 (0.4600)  loss_giou_aux_0: 0.4529 (0.4834)  loss_giou_aux_1: 0.4405 (0.4699)  loss_giou_aux_2: 0.4681 (0.4646)  loss_giou_aux_3: 0.4577 (0.4613)  loss_giou_aux_4: 0.4562 (0.4602)  loss_giou_aux_5: 0.5290 (0.5445)  loss_giou_dn_0: 0.5458 (0.5592)  loss_giou_dn_1: 0.4294 (0.4512)  loss_giou_dn_2: 0.4031 (0.4201)  loss_giou_dn_3: 0.3943 (0.4118)  loss_giou_dn_4: 0.3907 (0.4097)  loss_giou_dn_5: 0.3908 (0.4099)  loss_vfl: 0.6580 (0.6535)  loss_vfl_aux_0: 0.7477 (0.7483)  loss_vfl_aux_1: 0.6983 (0.7031)  loss_vfl_aux_2: 0.6744 (0.6786)  loss_vfl_aux_3: 0.6739 (0.6653)  loss_vfl_aux_4: 0.6599 (0.6575)  loss_vfl_aux_5: 0.7240 (0.7381)  loss_vfl_dn_0: 0.4421 (0.4446)  loss_vfl_dn_1: 0.3818 (0.3790)  loss_vfl_dn_2: 0.3642 (0.3632)  loss_vfl_dn_3: 0.3593 (0.3561)  loss_vfl_dn_4: 0.3588 (0.3536)  loss_vfl_dn_5: 0.3583 (0.3529)  time: 0.4857  data: 0.0139  max mem: 5654
Epoch: [62]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 14.8481 (15.2636)  loss_bbox: 0.1275 (0.1466)  loss_bbox_aux_0: 0.1376 (0.1590)  loss_bbox_aux_1: 0.1310 (0.1518)  loss_bbox_aux_2: 0.1325 (0.1490)  loss_bbox_aux_3: 0.1268 (0.1471)  loss_bbox_aux_4: 0.1286 (0.1467)  loss_bbox_aux_5: 0.1745 (0.1936)  loss_bbox_dn_0: 0.2160 (0.2526)  loss_bbox_dn_1: 0.1607 (0.1838)  loss_bbox_dn_2: 0.1374 (0.1638)  loss_bbox_dn_3: 0.1343 (0.1582)  loss_bbox_dn_4: 0.1303 (0.1568)  loss_bbox_dn_5: 0.1298 (0.1568)  loss_giou: 0.4600 (0.4598)  loss_giou_aux_0: 0.4753 (0.4832)  loss_giou_aux_1: 0.4629 (0.4697)  loss_giou_aux_2: 0.4766 (0.4644)  loss_giou_aux_3: 0.4520 (0.4611)  loss_giou_aux_4: 0.4617 (0.4600)  loss_giou_aux_5: 0.5322 (0.5442)  loss_giou_dn_0: 0.5378 (0.5591)  loss_giou_dn_1: 0.4218 (0.4511)  loss_giou_dn_2: 0.3982 (0.4199)  loss_giou_dn_3: 0.3872 (0.4117)  loss_giou_dn_4: 0.3851 (0.4096)  loss_giou_dn_5: 0.3852 (0.4098)  loss_vfl: 0.6115 (0.6535)  loss_vfl_aux_0: 0.7187 (0.7485)  loss_vfl_aux_1: 0.6636 (0.7031)  loss_vfl_aux_2: 0.6277 (0.6786)  loss_vfl_aux_3: 0.6191 (0.6654)  loss_vfl_aux_4: 0.6212 (0.6575)  loss_vfl_aux_5: 0.7231 (0.7383)  loss_vfl_dn_0: 0.4476 (0.4447)  loss_vfl_dn_1: 0.3805 (0.3790)  loss_vfl_dn_2: 0.3610 (0.3632)  loss_vfl_dn_3: 0.3500 (0.3561)  loss_vfl_dn_4: 0.3483 (0.3536)  loss_vfl_dn_5: 0.3456 (0.3529)  time: 0.5001  data: 0.0143  max mem: 5654
Epoch: [62]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.6465 (15.2647)  loss_bbox: 0.1497 (0.1467)  loss_bbox_aux_0: 0.1573 (0.1590)  loss_bbox_aux_1: 0.1559 (0.1519)  loss_bbox_aux_2: 0.1491 (0.1490)  loss_bbox_aux_3: 0.1491 (0.1472)  loss_bbox_aux_4: 0.1489 (0.1468)  loss_bbox_aux_5: 0.1964 (0.1937)  loss_bbox_dn_0: 0.2513 (0.2525)  loss_bbox_dn_1: 0.1859 (0.1838)  loss_bbox_dn_2: 0.1633 (0.1638)  loss_bbox_dn_3: 0.1517 (0.1582)  loss_bbox_dn_4: 0.1484 (0.1568)  loss_bbox_dn_5: 0.1485 (0.1568)  loss_giou: 0.4766 (0.4599)  loss_giou_aux_0: 0.4958 (0.4832)  loss_giou_aux_1: 0.4763 (0.4697)  loss_giou_aux_2: 0.4683 (0.4645)  loss_giou_aux_3: 0.4787 (0.4612)  loss_giou_aux_4: 0.4778 (0.4600)  loss_giou_aux_5: 0.5495 (0.5443)  loss_giou_dn_0: 0.5698 (0.5591)  loss_giou_dn_1: 0.4611 (0.4511)  loss_giou_dn_2: 0.4334 (0.4199)  loss_giou_dn_3: 0.4248 (0.4117)  loss_giou_dn_4: 0.4215 (0.4096)  loss_giou_dn_5: 0.4218 (0.4098)  loss_vfl: 0.6551 (0.6536)  loss_vfl_aux_0: 0.7553 (0.7486)  loss_vfl_aux_1: 0.7115 (0.7032)  loss_vfl_aux_2: 0.6758 (0.6786)  loss_vfl_aux_3: 0.6637 (0.6655)  loss_vfl_aux_4: 0.6543 (0.6576)  loss_vfl_aux_5: 0.7411 (0.7383)  loss_vfl_dn_0: 0.4408 (0.4447)  loss_vfl_dn_1: 0.3738 (0.3790)  loss_vfl_dn_2: 0.3577 (0.3632)  loss_vfl_dn_3: 0.3512 (0.3561)  loss_vfl_dn_4: 0.3483 (0.3536)  loss_vfl_dn_5: 0.3481 (0.3529)  time: 0.4774  data: 0.0146  max mem: 5654
Epoch: [62] Total time: 1:00:21 (0.4899 s / it)
Averaged stats: lr: 0.000010  loss: 15.6465 (15.2647)  loss_bbox: 0.1497 (0.1467)  loss_bbox_aux_0: 0.1573 (0.1590)  loss_bbox_aux_1: 0.1559 (0.1519)  loss_bbox_aux_2: 0.1491 (0.1490)  loss_bbox_aux_3: 0.1491 (0.1472)  loss_bbox_aux_4: 0.1489 (0.1468)  loss_bbox_aux_5: 0.1964 (0.1937)  loss_bbox_dn_0: 0.2513 (0.2525)  loss_bbox_dn_1: 0.1859 (0.1838)  loss_bbox_dn_2: 0.1633 (0.1638)  loss_bbox_dn_3: 0.1517 (0.1582)  loss_bbox_dn_4: 0.1484 (0.1568)  loss_bbox_dn_5: 0.1485 (0.1568)  loss_giou: 0.4766 (0.4599)  loss_giou_aux_0: 0.4958 (0.4832)  loss_giou_aux_1: 0.4763 (0.4697)  loss_giou_aux_2: 0.4683 (0.4645)  loss_giou_aux_3: 0.4787 (0.4612)  loss_giou_aux_4: 0.4778 (0.4600)  loss_giou_aux_5: 0.5495 (0.5443)  loss_giou_dn_0: 0.5698 (0.5591)  loss_giou_dn_1: 0.4611 (0.4511)  loss_giou_dn_2: 0.4334 (0.4199)  loss_giou_dn_3: 0.4248 (0.4117)  loss_giou_dn_4: 0.4215 (0.4096)  loss_giou_dn_5: 0.4218 (0.4098)  loss_vfl: 0.6551 (0.6536)  loss_vfl_aux_0: 0.7553 (0.7486)  loss_vfl_aux_1: 0.7115 (0.7032)  loss_vfl_aux_2: 0.6758 (0.6786)  loss_vfl_aux_3: 0.6637 (0.6655)  loss_vfl_aux_4: 0.6543 (0.6576)  loss_vfl_aux_5: 0.7411 (0.7383)  loss_vfl_dn_0: 0.4408 (0.4447)  loss_vfl_dn_1: 0.3738 (0.3790)  loss_vfl_dn_2: 0.3577 (0.3632)  loss_vfl_dn_3: 0.3512 (0.3561)  loss_vfl_dn_4: 0.3483 (0.3536)  loss_vfl_dn_5: 0.3481 (0.3529)
Test:  [  0/157]  eta: 0:04:15    time: 1.6305  data: 1.2054  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5147  data: 0.1341  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3974  data: 0.0269  max mem: 5654
Test:  [ 30/157]  eta: 0:01:21    time: 0.7135  data: 0.0270  max mem: 5654
Test:  [ 40/157]  eta: 0:01:08    time: 0.7169  data: 0.0273  max mem: 5654
Test:  [ 50/157]  eta: 0:00:58    time: 0.4008  data: 0.0285  max mem: 5654
Test:  [ 60/157]  eta: 0:00:50    time: 0.4059  data: 0.0285  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.3960  data: 0.0273  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.3975  data: 0.0279  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.4079  data: 0.0276  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3958  data: 0.0271  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3964  data: 0.0272  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3967  data: 0.0271  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3909  data: 0.0270  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3852  data: 0.0267  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6811  data: 0.0265  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6705  data: 0.0257  max mem: 5654
Test: Total time: 0:01:15 (0.4837 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=34.05s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.532
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.713
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.574
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.356
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.712
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.391
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.657
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.723
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.556
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.772
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.884
best_stat:  {'epoch': 62, 'coco_eval_bbox': 0.5319983068652298}
Epoch: [63]  [   0/7393]  eta: 11:43:47  lr: 0.000010  loss: 14.3024 (14.3024)  loss_bbox: 0.1700 (0.1700)  loss_bbox_aux_0: 0.2330 (0.2330)  loss_bbox_aux_1: 0.1888 (0.1888)  loss_bbox_aux_2: 0.1740 (0.1740)  loss_bbox_aux_3: 0.1779 (0.1779)  loss_bbox_aux_4: 0.2475 (0.2475)  loss_bbox_aux_5: 0.2649 (0.2649)  loss_bbox_dn_0: 0.3855 (0.3855)  loss_bbox_dn_1: 0.2556 (0.2556)  loss_bbox_dn_2: 0.2195 (0.2195)  loss_bbox_dn_3: 0.2139 (0.2139)  loss_bbox_dn_4: 0.2125 (0.2125)  loss_bbox_dn_5: 0.2125 (0.2125)  loss_giou: 0.2826 (0.2826)  loss_giou_aux_0: 0.3264 (0.3264)  loss_giou_aux_1: 0.2986 (0.2986)  loss_giou_aux_2: 0.2728 (0.2728)  loss_giou_aux_3: 0.2887 (0.2887)  loss_giou_aux_4: 0.3020 (0.3020)  loss_giou_aux_5: 0.3648 (0.3648)  loss_giou_dn_0: 0.4301 (0.4301)  loss_giou_dn_1: 0.3033 (0.3033)  loss_giou_dn_2: 0.2668 (0.2668)  loss_giou_dn_3: 0.2600 (0.2600)  loss_giou_dn_4: 0.2587 (0.2587)  loss_giou_dn_5: 0.2587 (0.2587)  loss_vfl: 0.7057 (0.7057)  loss_vfl_aux_0: 0.8071 (0.8071)  loss_vfl_aux_1: 0.7577 (0.7577)  loss_vfl_aux_2: 0.7413 (0.7413)  loss_vfl_aux_3: 0.7004 (0.7004)  loss_vfl_aux_4: 0.6468 (0.6468)  loss_vfl_aux_5: 0.8884 (0.8884)  loss_vfl_dn_0: 0.4720 (0.4720)  loss_vfl_dn_1: 0.3760 (0.3760)  loss_vfl_dn_2: 0.3450 (0.3450)  loss_vfl_dn_3: 0.3321 (0.3321)  loss_vfl_dn_4: 0.3291 (0.3291)  loss_vfl_dn_5: 0.3313 (0.3313)  time: 5.7119  data: 3.5767  max mem: 5654
Epoch: [63]  [ 100/7393]  eta: 1:06:53  lr: 0.000010  loss: 14.7381 (15.2151)  loss_bbox: 0.1359 (0.1490)  loss_bbox_aux_0: 0.1486 (0.1622)  loss_bbox_aux_1: 0.1398 (0.1546)  loss_bbox_aux_2: 0.1456 (0.1517)  loss_bbox_aux_3: 0.1413 (0.1484)  loss_bbox_aux_4: 0.1367 (0.1496)  loss_bbox_aux_5: 0.1926 (0.1972)  loss_bbox_dn_0: 0.2271 (0.2549)  loss_bbox_dn_1: 0.1638 (0.1853)  loss_bbox_dn_2: 0.1491 (0.1647)  loss_bbox_dn_3: 0.1472 (0.1590)  loss_bbox_dn_4: 0.1469 (0.1579)  loss_bbox_dn_5: 0.1470 (0.1579)  loss_giou: 0.4655 (0.4503)  loss_giou_aux_0: 0.4815 (0.4722)  loss_giou_aux_1: 0.4767 (0.4601)  loss_giou_aux_2: 0.4818 (0.4549)  loss_giou_aux_3: 0.4670 (0.4505)  loss_giou_aux_4: 0.4654 (0.4504)  loss_giou_aux_5: 0.5314 (0.5352)  loss_giou_dn_0: 0.5509 (0.5570)  loss_giou_dn_1: 0.4405 (0.4466)  loss_giou_dn_2: 0.4150 (0.4139)  loss_giou_dn_3: 0.4111 (0.4055)  loss_giou_dn_4: 0.4100 (0.4032)  loss_giou_dn_5: 0.4106 (0.4033)  loss_vfl: 0.6237 (0.6519)  loss_vfl_aux_0: 0.7321 (0.7588)  loss_vfl_aux_1: 0.6652 (0.7099)  loss_vfl_aux_2: 0.6303 (0.6788)  loss_vfl_aux_3: 0.6348 (0.6678)  loss_vfl_aux_4: 0.6241 (0.6577)  loss_vfl_aux_5: 0.7284 (0.7449)  loss_vfl_dn_0: 0.4439 (0.4452)  loss_vfl_dn_1: 0.3801 (0.3788)  loss_vfl_dn_2: 0.3677 (0.3629)  loss_vfl_dn_3: 0.3618 (0.3562)  loss_vfl_dn_4: 0.3599 (0.3537)  loss_vfl_dn_5: 0.3582 (0.3528)  time: 0.4971  data: 0.0153  max mem: 5654
Epoch: [63]  [ 200/7393]  eta: 1:02:17  lr: 0.000010  loss: 14.6353 (15.2236)  loss_bbox: 0.1416 (0.1490)  loss_bbox_aux_0: 0.1602 (0.1610)  loss_bbox_aux_1: 0.1514 (0.1534)  loss_bbox_aux_2: 0.1401 (0.1511)  loss_bbox_aux_3: 0.1390 (0.1492)  loss_bbox_aux_4: 0.1421 (0.1495)  loss_bbox_aux_5: 0.1987 (0.1972)  loss_bbox_dn_0: 0.2620 (0.2562)  loss_bbox_dn_1: 0.1848 (0.1854)  loss_bbox_dn_2: 0.1720 (0.1648)  loss_bbox_dn_3: 0.1659 (0.1593)  loss_bbox_dn_4: 0.1638 (0.1581)  loss_bbox_dn_5: 0.1639 (0.1581)  loss_giou: 0.3832 (0.4542)  loss_giou_aux_0: 0.4122 (0.4748)  loss_giou_aux_1: 0.4030 (0.4632)  loss_giou_aux_2: 0.3916 (0.4589)  loss_giou_aux_3: 0.3802 (0.4552)  loss_giou_aux_4: 0.3841 (0.4547)  loss_giou_aux_5: 0.4819 (0.5382)  loss_giou_dn_0: 0.5172 (0.5578)  loss_giou_dn_1: 0.4040 (0.4483)  loss_giou_dn_2: 0.3759 (0.4164)  loss_giou_dn_3: 0.3670 (0.4085)  loss_giou_dn_4: 0.3650 (0.4063)  loss_giou_dn_5: 0.3652 (0.4065)  loss_vfl: 0.6168 (0.6481)  loss_vfl_aux_0: 0.7308 (0.7560)  loss_vfl_aux_1: 0.6725 (0.7062)  loss_vfl_aux_2: 0.6430 (0.6737)  loss_vfl_aux_3: 0.6328 (0.6608)  loss_vfl_aux_4: 0.6216 (0.6530)  loss_vfl_aux_5: 0.7339 (0.7406)  loss_vfl_dn_0: 0.4438 (0.4455)  loss_vfl_dn_1: 0.3692 (0.3787)  loss_vfl_dn_2: 0.3519 (0.3630)  loss_vfl_dn_3: 0.3428 (0.3563)  loss_vfl_dn_4: 0.3398 (0.3537)  loss_vfl_dn_5: 0.3397 (0.3529)  time: 0.4884  data: 0.0148  max mem: 5654
Epoch: [63]  [ 300/7393]  eta: 1:00:09  lr: 0.000010  loss: 14.9426 (15.2187)  loss_bbox: 0.1465 (0.1485)  loss_bbox_aux_0: 0.1595 (0.1604)  loss_bbox_aux_1: 0.1454 (0.1525)  loss_bbox_aux_2: 0.1451 (0.1503)  loss_bbox_aux_3: 0.1414 (0.1488)  loss_bbox_aux_4: 0.1434 (0.1489)  loss_bbox_aux_5: 0.1868 (0.1973)  loss_bbox_dn_0: 0.2491 (0.2559)  loss_bbox_dn_1: 0.1894 (0.1857)  loss_bbox_dn_2: 0.1655 (0.1650)  loss_bbox_dn_3: 0.1615 (0.1593)  loss_bbox_dn_4: 0.1614 (0.1581)  loss_bbox_dn_5: 0.1614 (0.1581)  loss_giou: 0.4338 (0.4554)  loss_giou_aux_0: 0.4625 (0.4769)  loss_giou_aux_1: 0.4535 (0.4644)  loss_giou_aux_2: 0.4331 (0.4601)  loss_giou_aux_3: 0.4259 (0.4565)  loss_giou_aux_4: 0.4249 (0.4557)  loss_giou_aux_5: 0.5209 (0.5402)  loss_giou_dn_0: 0.5517 (0.5578)  loss_giou_dn_1: 0.4532 (0.4493)  loss_giou_dn_2: 0.4182 (0.4175)  loss_giou_dn_3: 0.4081 (0.4094)  loss_giou_dn_4: 0.4051 (0.4072)  loss_giou_dn_5: 0.4052 (0.4074)  loss_vfl: 0.6453 (0.6471)  loss_vfl_aux_0: 0.7382 (0.7517)  loss_vfl_aux_1: 0.7033 (0.7040)  loss_vfl_aux_2: 0.6770 (0.6720)  loss_vfl_aux_3: 0.6724 (0.6597)  loss_vfl_aux_4: 0.6556 (0.6513)  loss_vfl_aux_5: 0.7151 (0.7365)  loss_vfl_dn_0: 0.4436 (0.4449)  loss_vfl_dn_1: 0.3772 (0.3788)  loss_vfl_dn_2: 0.3656 (0.3632)  loss_vfl_dn_3: 0.3542 (0.3562)  loss_vfl_dn_4: 0.3542 (0.3537)  loss_vfl_dn_5: 0.3539 (0.3530)  time: 0.4812  data: 0.0145  max mem: 5654
Epoch: [63]  [ 400/7393]  eta: 0:58:37  lr: 0.000010  loss: 14.7225 (15.2110)  loss_bbox: 0.1294 (0.1474)  loss_bbox_aux_0: 0.1486 (0.1601)  loss_bbox_aux_1: 0.1433 (0.1525)  loss_bbox_aux_2: 0.1277 (0.1494)  loss_bbox_aux_3: 0.1299 (0.1482)  loss_bbox_aux_4: 0.1279 (0.1479)  loss_bbox_aux_5: 0.1870 (0.1963)  loss_bbox_dn_0: 0.2418 (0.2558)  loss_bbox_dn_1: 0.1775 (0.1851)  loss_bbox_dn_2: 0.1570 (0.1643)  loss_bbox_dn_3: 0.1518 (0.1585)  loss_bbox_dn_4: 0.1506 (0.1572)  loss_bbox_dn_5: 0.1506 (0.1572)  loss_giou: 0.4032 (0.4556)  loss_giou_aux_0: 0.4223 (0.4774)  loss_giou_aux_1: 0.4100 (0.4649)  loss_giou_aux_2: 0.3949 (0.4602)  loss_giou_aux_3: 0.3983 (0.4570)  loss_giou_aux_4: 0.3974 (0.4557)  loss_giou_aux_5: 0.4890 (0.5406)  loss_giou_dn_0: 0.5293 (0.5571)  loss_giou_dn_1: 0.4136 (0.4482)  loss_giou_dn_2: 0.3879 (0.4166)  loss_giou_dn_3: 0.3796 (0.4085)  loss_giou_dn_4: 0.3779 (0.4063)  loss_giou_dn_5: 0.3779 (0.4065)  loss_vfl: 0.6468 (0.6492)  loss_vfl_aux_0: 0.7428 (0.7516)  loss_vfl_aux_1: 0.6787 (0.7040)  loss_vfl_aux_2: 0.6714 (0.6743)  loss_vfl_aux_3: 0.6330 (0.6608)  loss_vfl_aux_4: 0.6422 (0.6527)  loss_vfl_aux_5: 0.7419 (0.7383)  loss_vfl_dn_0: 0.4381 (0.4443)  loss_vfl_dn_1: 0.3722 (0.3782)  loss_vfl_dn_2: 0.3512 (0.3625)  loss_vfl_dn_3: 0.3400 (0.3555)  loss_vfl_dn_4: 0.3375 (0.3529)  loss_vfl_dn_5: 0.3365 (0.3521)  time: 0.4895  data: 0.0149  max mem: 5654
Epoch: [63]  [ 500/7393]  eta: 0:57:23  lr: 0.000010  loss: 15.5439 (15.2161)  loss_bbox: 0.1443 (0.1475)  loss_bbox_aux_0: 0.1542 (0.1596)  loss_bbox_aux_1: 0.1495 (0.1522)  loss_bbox_aux_2: 0.1423 (0.1493)  loss_bbox_aux_3: 0.1398 (0.1483)  loss_bbox_aux_4: 0.1425 (0.1478)  loss_bbox_aux_5: 0.1852 (0.1961)  loss_bbox_dn_0: 0.2394 (0.2556)  loss_bbox_dn_1: 0.1747 (0.1853)  loss_bbox_dn_2: 0.1594 (0.1646)  loss_bbox_dn_3: 0.1510 (0.1588)  loss_bbox_dn_4: 0.1518 (0.1575)  loss_bbox_dn_5: 0.1517 (0.1575)  loss_giou: 0.4586 (0.4571)  loss_giou_aux_0: 0.4657 (0.4782)  loss_giou_aux_1: 0.4636 (0.4656)  loss_giou_aux_2: 0.4611 (0.4613)  loss_giou_aux_3: 0.4490 (0.4586)  loss_giou_aux_4: 0.4536 (0.4572)  loss_giou_aux_5: 0.5500 (0.5405)  loss_giou_dn_0: 0.5796 (0.5569)  loss_giou_dn_1: 0.4638 (0.4485)  loss_giou_dn_2: 0.4304 (0.4169)  loss_giou_dn_3: 0.4195 (0.4087)  loss_giou_dn_4: 0.4178 (0.4065)  loss_giou_dn_5: 0.4178 (0.4067)  loss_vfl: 0.6337 (0.6487)  loss_vfl_aux_0: 0.7462 (0.7505)  loss_vfl_aux_1: 0.7133 (0.7044)  loss_vfl_aux_2: 0.6825 (0.6749)  loss_vfl_aux_3: 0.6516 (0.6603)  loss_vfl_aux_4: 0.6480 (0.6525)  loss_vfl_aux_5: 0.7514 (0.7378)  loss_vfl_dn_0: 0.4460 (0.4443)  loss_vfl_dn_1: 0.3793 (0.3780)  loss_vfl_dn_2: 0.3622 (0.3622)  loss_vfl_dn_3: 0.3561 (0.3552)  loss_vfl_dn_4: 0.3542 (0.3527)  loss_vfl_dn_5: 0.3548 (0.3519)  time: 0.4845  data: 0.0153  max mem: 5654
Epoch: [63]  [ 600/7393]  eta: 0:56:06  lr: 0.000010  loss: 15.1249 (15.1990)  loss_bbox: 0.1389 (0.1468)  loss_bbox_aux_0: 0.1462 (0.1589)  loss_bbox_aux_1: 0.1408 (0.1512)  loss_bbox_aux_2: 0.1360 (0.1485)  loss_bbox_aux_3: 0.1356 (0.1472)  loss_bbox_aux_4: 0.1385 (0.1468)  loss_bbox_aux_5: 0.1772 (0.1947)  loss_bbox_dn_0: 0.2307 (0.2532)  loss_bbox_dn_1: 0.1611 (0.1838)  loss_bbox_dn_2: 0.1413 (0.1631)  loss_bbox_dn_3: 0.1349 (0.1575)  loss_bbox_dn_4: 0.1348 (0.1562)  loss_bbox_dn_5: 0.1348 (0.1562)  loss_giou: 0.4386 (0.4573)  loss_giou_aux_0: 0.4561 (0.4789)  loss_giou_aux_1: 0.4510 (0.4658)  loss_giou_aux_2: 0.4484 (0.4614)  loss_giou_aux_3: 0.4389 (0.4584)  loss_giou_aux_4: 0.4423 (0.4573)  loss_giou_aux_5: 0.5204 (0.5407)  loss_giou_dn_0: 0.5453 (0.5563)  loss_giou_dn_1: 0.4295 (0.4486)  loss_giou_dn_2: 0.4054 (0.4171)  loss_giou_dn_3: 0.3936 (0.4090)  loss_giou_dn_4: 0.3941 (0.4069)  loss_giou_dn_5: 0.3954 (0.4070)  loss_vfl: 0.6438 (0.6486)  loss_vfl_aux_0: 0.7317 (0.7491)  loss_vfl_aux_1: 0.6886 (0.7038)  loss_vfl_aux_2: 0.6556 (0.6752)  loss_vfl_aux_3: 0.6460 (0.6605)  loss_vfl_aux_4: 0.6474 (0.6528)  loss_vfl_aux_5: 0.7367 (0.7371)  loss_vfl_dn_0: 0.4414 (0.4439)  loss_vfl_dn_1: 0.3740 (0.3777)  loss_vfl_dn_2: 0.3626 (0.3621)  loss_vfl_dn_3: 0.3533 (0.3551)  loss_vfl_dn_4: 0.3487 (0.3525)  loss_vfl_dn_5: 0.3472 (0.3518)  time: 0.4734  data: 0.0155  max mem: 5654
Epoch: [63]  [ 700/7393]  eta: 0:55:03  lr: 0.000010  loss: 15.0243 (15.1900)  loss_bbox: 0.1588 (0.1466)  loss_bbox_aux_0: 0.1678 (0.1592)  loss_bbox_aux_1: 0.1575 (0.1514)  loss_bbox_aux_2: 0.1581 (0.1483)  loss_bbox_aux_3: 0.1582 (0.1468)  loss_bbox_aux_4: 0.1589 (0.1466)  loss_bbox_aux_5: 0.2127 (0.1947)  loss_bbox_dn_0: 0.2702 (0.2533)  loss_bbox_dn_1: 0.1973 (0.1839)  loss_bbox_dn_2: 0.1697 (0.1632)  loss_bbox_dn_3: 0.1588 (0.1575)  loss_bbox_dn_4: 0.1567 (0.1562)  loss_bbox_dn_5: 0.1567 (0.1562)  loss_giou: 0.4051 (0.4568)  loss_giou_aux_0: 0.4064 (0.4789)  loss_giou_aux_1: 0.4224 (0.4654)  loss_giou_aux_2: 0.4034 (0.4609)  loss_giou_aux_3: 0.3979 (0.4576)  loss_giou_aux_4: 0.3981 (0.4568)  loss_giou_aux_5: 0.4583 (0.5401)  loss_giou_dn_0: 0.5393 (0.5561)  loss_giou_dn_1: 0.4211 (0.4485)  loss_giou_dn_2: 0.3859 (0.4171)  loss_giou_dn_3: 0.3778 (0.4089)  loss_giou_dn_4: 0.3745 (0.4067)  loss_giou_dn_5: 0.3746 (0.4069)  loss_vfl: 0.6243 (0.6483)  loss_vfl_aux_0: 0.7463 (0.7474)  loss_vfl_aux_1: 0.6745 (0.7028)  loss_vfl_aux_2: 0.6623 (0.6750)  loss_vfl_aux_3: 0.6427 (0.6609)  loss_vfl_aux_4: 0.6315 (0.6528)  loss_vfl_aux_5: 0.7353 (0.7367)  loss_vfl_dn_0: 0.4476 (0.4438)  loss_vfl_dn_1: 0.3752 (0.3775)  loss_vfl_dn_2: 0.3572 (0.3618)  loss_vfl_dn_3: 0.3488 (0.3548)  loss_vfl_dn_4: 0.3471 (0.3522)  loss_vfl_dn_5: 0.3470 (0.3515)  time: 0.4677  data: 0.0146  max mem: 5654
Epoch: [63]  [ 800/7393]  eta: 0:55:09  lr: 0.000010  loss: 14.7092 (15.2030)  loss_bbox: 0.1418 (0.1463)  loss_bbox_aux_0: 0.1480 (0.1589)  loss_bbox_aux_1: 0.1404 (0.1510)  loss_bbox_aux_2: 0.1417 (0.1480)  loss_bbox_aux_3: 0.1416 (0.1466)  loss_bbox_aux_4: 0.1407 (0.1463)  loss_bbox_aux_5: 0.1806 (0.1941)  loss_bbox_dn_0: 0.2316 (0.2528)  loss_bbox_dn_1: 0.1575 (0.1834)  loss_bbox_dn_2: 0.1413 (0.1630)  loss_bbox_dn_3: 0.1399 (0.1573)  loss_bbox_dn_4: 0.1375 (0.1560)  loss_bbox_dn_5: 0.1374 (0.1560)  loss_giou: 0.4476 (0.4567)  loss_giou_aux_0: 0.4721 (0.4792)  loss_giou_aux_1: 0.4520 (0.4655)  loss_giou_aux_2: 0.4560 (0.4609)  loss_giou_aux_3: 0.4580 (0.4576)  loss_giou_aux_4: 0.4443 (0.4567)  loss_giou_aux_5: 0.5204 (0.5401)  loss_giou_dn_0: 0.5424 (0.5566)  loss_giou_dn_1: 0.4392 (0.4488)  loss_giou_dn_2: 0.4025 (0.4174)  loss_giou_dn_3: 0.3902 (0.4092)  loss_giou_dn_4: 0.3874 (0.4071)  loss_giou_dn_5: 0.3873 (0.4072)  loss_vfl: 0.6635 (0.6509)  loss_vfl_aux_0: 0.7665 (0.7487)  loss_vfl_aux_1: 0.7374 (0.7046)  loss_vfl_aux_2: 0.6756 (0.6773)  loss_vfl_aux_3: 0.6834 (0.6633)  loss_vfl_aux_4: 0.6821 (0.6553)  loss_vfl_aux_5: 0.7517 (0.7378)  loss_vfl_dn_0: 0.4485 (0.4441)  loss_vfl_dn_1: 0.3820 (0.3778)  loss_vfl_dn_2: 0.3639 (0.3620)  loss_vfl_dn_3: 0.3551 (0.3550)  loss_vfl_dn_4: 0.3533 (0.3524)  loss_vfl_dn_5: 0.3526 (0.3516)  time: 0.4855  data: 0.0144  max mem: 5654
Epoch: [63]  [ 900/7393]  eta: 0:54:01  lr: 0.000010  loss: 15.1534 (15.2200)  loss_bbox: 0.1392 (0.1463)  loss_bbox_aux_0: 0.1617 (0.1590)  loss_bbox_aux_1: 0.1416 (0.1511)  loss_bbox_aux_2: 0.1426 (0.1480)  loss_bbox_aux_3: 0.1359 (0.1466)  loss_bbox_aux_4: 0.1380 (0.1464)  loss_bbox_aux_5: 0.1950 (0.1939)  loss_bbox_dn_0: 0.2391 (0.2527)  loss_bbox_dn_1: 0.1746 (0.1834)  loss_bbox_dn_2: 0.1553 (0.1630)  loss_bbox_dn_3: 0.1464 (0.1573)  loss_bbox_dn_4: 0.1432 (0.1560)  loss_bbox_dn_5: 0.1433 (0.1560)  loss_giou: 0.4190 (0.4573)  loss_giou_aux_0: 0.4488 (0.4801)  loss_giou_aux_1: 0.4338 (0.4664)  loss_giou_aux_2: 0.4327 (0.4615)  loss_giou_aux_3: 0.4305 (0.4582)  loss_giou_aux_4: 0.4234 (0.4574)  loss_giou_aux_5: 0.5137 (0.5408)  loss_giou_dn_0: 0.5396 (0.5576)  loss_giou_dn_1: 0.4340 (0.4499)  loss_giou_dn_2: 0.4046 (0.4185)  loss_giou_dn_3: 0.3954 (0.4102)  loss_giou_dn_4: 0.3923 (0.4080)  loss_giou_dn_5: 0.3925 (0.4082)  loss_vfl: 0.6422 (0.6514)  loss_vfl_aux_0: 0.7334 (0.7487)  loss_vfl_aux_1: 0.6958 (0.7053)  loss_vfl_aux_2: 0.6739 (0.6783)  loss_vfl_aux_3: 0.6494 (0.6639)  loss_vfl_aux_4: 0.6545 (0.6557)  loss_vfl_aux_5: 0.7005 (0.7383)  loss_vfl_dn_0: 0.4408 (0.4443)  loss_vfl_dn_1: 0.3796 (0.3782)  loss_vfl_dn_2: 0.3628 (0.3624)  loss_vfl_dn_3: 0.3566 (0.3553)  loss_vfl_dn_4: 0.3548 (0.3527)  loss_vfl_dn_5: 0.3528 (0.3520)  time: 0.4869  data: 0.0155  max mem: 5654
Epoch: [63]  [1000/7393]  eta: 0:53:01  lr: 0.000010  loss: 15.5482 (15.2219)  loss_bbox: 0.1352 (0.1462)  loss_bbox_aux_0: 0.1416 (0.1588)  loss_bbox_aux_1: 0.1330 (0.1508)  loss_bbox_aux_2: 0.1380 (0.1479)  loss_bbox_aux_3: 0.1320 (0.1463)  loss_bbox_aux_4: 0.1319 (0.1463)  loss_bbox_aux_5: 0.1676 (0.1934)  loss_bbox_dn_0: 0.2122 (0.2524)  loss_bbox_dn_1: 0.1566 (0.1832)  loss_bbox_dn_2: 0.1451 (0.1628)  loss_bbox_dn_3: 0.1379 (0.1571)  loss_bbox_dn_4: 0.1365 (0.1558)  loss_bbox_dn_5: 0.1366 (0.1558)  loss_giou: 0.4878 (0.4583)  loss_giou_aux_0: 0.5284 (0.4812)  loss_giou_aux_1: 0.5042 (0.4672)  loss_giou_aux_2: 0.4958 (0.4624)  loss_giou_aux_3: 0.4858 (0.4591)  loss_giou_aux_4: 0.4950 (0.4583)  loss_giou_aux_5: 0.5775 (0.5419)  loss_giou_dn_0: 0.5932 (0.5579)  loss_giou_dn_1: 0.4770 (0.4503)  loss_giou_dn_2: 0.4450 (0.4189)  loss_giou_dn_3: 0.4342 (0.4106)  loss_giou_dn_4: 0.4307 (0.4085)  loss_giou_dn_5: 0.4308 (0.4087)  loss_vfl: 0.6482 (0.6505)  loss_vfl_aux_0: 0.7231 (0.7476)  loss_vfl_aux_1: 0.7042 (0.7049)  loss_vfl_aux_2: 0.6794 (0.6777)  loss_vfl_aux_3: 0.6646 (0.6635)  loss_vfl_aux_4: 0.6548 (0.6548)  loss_vfl_aux_5: 0.7171 (0.7379)  loss_vfl_dn_0: 0.4433 (0.4443)  loss_vfl_dn_1: 0.3797 (0.3781)  loss_vfl_dn_2: 0.3680 (0.3625)  loss_vfl_dn_3: 0.3604 (0.3554)  loss_vfl_dn_4: 0.3584 (0.3528)  loss_vfl_dn_5: 0.3589 (0.3520)  time: 0.4774  data: 0.0144  max mem: 5654
Epoch: [63]  [1100/7393]  eta: 0:52:00  lr: 0.000010  loss: 15.1263 (15.2154)  loss_bbox: 0.1340 (0.1464)  loss_bbox_aux_0: 0.1492 (0.1587)  loss_bbox_aux_1: 0.1437 (0.1509)  loss_bbox_aux_2: 0.1394 (0.1481)  loss_bbox_aux_3: 0.1395 (0.1466)  loss_bbox_aux_4: 0.1345 (0.1466)  loss_bbox_aux_5: 0.1781 (0.1934)  loss_bbox_dn_0: 0.2325 (0.2518)  loss_bbox_dn_1: 0.1732 (0.1830)  loss_bbox_dn_2: 0.1537 (0.1627)  loss_bbox_dn_3: 0.1486 (0.1571)  loss_bbox_dn_4: 0.1488 (0.1558)  loss_bbox_dn_5: 0.1488 (0.1558)  loss_giou: 0.4579 (0.4581)  loss_giou_aux_0: 0.4877 (0.4809)  loss_giou_aux_1: 0.4666 (0.4671)  loss_giou_aux_2: 0.4668 (0.4623)  loss_giou_aux_3: 0.4661 (0.4591)  loss_giou_aux_4: 0.4574 (0.4582)  loss_giou_aux_5: 0.5373 (0.5416)  loss_giou_dn_0: 0.5360 (0.5575)  loss_giou_dn_1: 0.4312 (0.4501)  loss_giou_dn_2: 0.4094 (0.4189)  loss_giou_dn_3: 0.4008 (0.4106)  loss_giou_dn_4: 0.3969 (0.4085)  loss_giou_dn_5: 0.3968 (0.4087)  loss_vfl: 0.6227 (0.6499)  loss_vfl_aux_0: 0.7247 (0.7477)  loss_vfl_aux_1: 0.6841 (0.7041)  loss_vfl_aux_2: 0.6531 (0.6769)  loss_vfl_aux_3: 0.6222 (0.6626)  loss_vfl_aux_4: 0.6205 (0.6541)  loss_vfl_aux_5: 0.7181 (0.7374)  loss_vfl_dn_0: 0.4434 (0.4442)  loss_vfl_dn_1: 0.3771 (0.3780)  loss_vfl_dn_2: 0.3626 (0.3623)  loss_vfl_dn_3: 0.3529 (0.3553)  loss_vfl_dn_4: 0.3511 (0.3527)  loss_vfl_dn_5: 0.3493 (0.3519)  time: 0.4874  data: 0.0152  max mem: 5654
Epoch: [63]  [1200/7393]  eta: 0:51:05  lr: 0.000010  loss: 14.9213 (15.2065)  loss_bbox: 0.1327 (0.1461)  loss_bbox_aux_0: 0.1397 (0.1582)  loss_bbox_aux_1: 0.1344 (0.1506)  loss_bbox_aux_2: 0.1346 (0.1480)  loss_bbox_aux_3: 0.1336 (0.1464)  loss_bbox_aux_4: 0.1331 (0.1463)  loss_bbox_aux_5: 0.1781 (0.1931)  loss_bbox_dn_0: 0.2164 (0.2515)  loss_bbox_dn_1: 0.1523 (0.1828)  loss_bbox_dn_2: 0.1396 (0.1623)  loss_bbox_dn_3: 0.1317 (0.1567)  loss_bbox_dn_4: 0.1304 (0.1554)  loss_bbox_dn_5: 0.1304 (0.1554)  loss_giou: 0.4071 (0.4575)  loss_giou_aux_0: 0.4234 (0.4804)  loss_giou_aux_1: 0.4097 (0.4667)  loss_giou_aux_2: 0.4149 (0.4618)  loss_giou_aux_3: 0.4104 (0.4586)  loss_giou_aux_4: 0.4069 (0.4576)  loss_giou_aux_5: 0.4806 (0.5415)  loss_giou_dn_0: 0.5106 (0.5572)  loss_giou_dn_1: 0.4111 (0.4498)  loss_giou_dn_2: 0.3859 (0.4185)  loss_giou_dn_3: 0.3781 (0.4102)  loss_giou_dn_4: 0.3772 (0.4081)  loss_giou_dn_5: 0.3773 (0.4083)  loss_vfl: 0.6212 (0.6501)  loss_vfl_aux_0: 0.7382 (0.7478)  loss_vfl_aux_1: 0.6713 (0.7038)  loss_vfl_aux_2: 0.6485 (0.6765)  loss_vfl_aux_3: 0.6460 (0.6627)  loss_vfl_aux_4: 0.6253 (0.6544)  loss_vfl_aux_5: 0.7140 (0.7376)  loss_vfl_dn_0: 0.4340 (0.4443)  loss_vfl_dn_1: 0.3737 (0.3780)  loss_vfl_dn_2: 0.3561 (0.3624)  loss_vfl_dn_3: 0.3464 (0.3553)  loss_vfl_dn_4: 0.3453 (0.3528)  loss_vfl_dn_5: 0.3434 (0.3520)  time: 0.4819  data: 0.0141  max mem: 5654
Epoch: [63]  [1300/7393]  eta: 0:50:09  lr: 0.000010  loss: 15.2598 (15.2277)  loss_bbox: 0.1448 (0.1465)  loss_bbox_aux_0: 0.1534 (0.1587)  loss_bbox_aux_1: 0.1461 (0.1509)  loss_bbox_aux_2: 0.1466 (0.1484)  loss_bbox_aux_3: 0.1486 (0.1469)  loss_bbox_aux_4: 0.1404 (0.1466)  loss_bbox_aux_5: 0.1866 (0.1934)  loss_bbox_dn_0: 0.2271 (0.2519)  loss_bbox_dn_1: 0.1701 (0.1833)  loss_bbox_dn_2: 0.1435 (0.1629)  loss_bbox_dn_3: 0.1382 (0.1572)  loss_bbox_dn_4: 0.1355 (0.1559)  loss_bbox_dn_5: 0.1355 (0.1559)  loss_giou: 0.4686 (0.4586)  loss_giou_aux_0: 0.4807 (0.4815)  loss_giou_aux_1: 0.4704 (0.4679)  loss_giou_aux_2: 0.4728 (0.4631)  loss_giou_aux_3: 0.4690 (0.4599)  loss_giou_aux_4: 0.4628 (0.4587)  loss_giou_aux_5: 0.5284 (0.5426)  loss_giou_dn_0: 0.5509 (0.5581)  loss_giou_dn_1: 0.4358 (0.4506)  loss_giou_dn_2: 0.4040 (0.4192)  loss_giou_dn_3: 0.3951 (0.4109)  loss_giou_dn_4: 0.3962 (0.4088)  loss_giou_dn_5: 0.3966 (0.4090)  loss_vfl: 0.6718 (0.6506)  loss_vfl_aux_0: 0.7675 (0.7477)  loss_vfl_aux_1: 0.7068 (0.7041)  loss_vfl_aux_2: 0.6780 (0.6767)  loss_vfl_aux_3: 0.6548 (0.6628)  loss_vfl_aux_4: 0.6652 (0.6549)  loss_vfl_aux_5: 0.7536 (0.7377)  loss_vfl_dn_0: 0.4484 (0.4443)  loss_vfl_dn_1: 0.3805 (0.3782)  loss_vfl_dn_2: 0.3647 (0.3625)  loss_vfl_dn_3: 0.3573 (0.3555)  loss_vfl_dn_4: 0.3532 (0.3529)  loss_vfl_dn_5: 0.3520 (0.3522)  time: 0.4873  data: 0.0141  max mem: 5654
Epoch: [63]  [1400/7393]  eta: 0:49:17  lr: 0.000010  loss: 14.8677 (15.2385)  loss_bbox: 0.1332 (0.1463)  loss_bbox_aux_0: 0.1459 (0.1584)  loss_bbox_aux_1: 0.1336 (0.1507)  loss_bbox_aux_2: 0.1408 (0.1483)  loss_bbox_aux_3: 0.1341 (0.1467)  loss_bbox_aux_4: 0.1341 (0.1464)  loss_bbox_aux_5: 0.1764 (0.1929)  loss_bbox_dn_0: 0.2204 (0.2517)  loss_bbox_dn_1: 0.1579 (0.1834)  loss_bbox_dn_2: 0.1392 (0.1630)  loss_bbox_dn_3: 0.1349 (0.1573)  loss_bbox_dn_4: 0.1326 (0.1560)  loss_bbox_dn_5: 0.1326 (0.1560)  loss_giou: 0.4709 (0.4590)  loss_giou_aux_0: 0.4737 (0.4820)  loss_giou_aux_1: 0.4794 (0.4684)  loss_giou_aux_2: 0.4682 (0.4634)  loss_giou_aux_3: 0.4760 (0.4603)  loss_giou_aux_4: 0.4729 (0.4591)  loss_giou_aux_5: 0.5430 (0.5431)  loss_giou_dn_0: 0.5474 (0.5587)  loss_giou_dn_1: 0.4457 (0.4512)  loss_giou_dn_2: 0.4183 (0.4199)  loss_giou_dn_3: 0.4123 (0.4116)  loss_giou_dn_4: 0.4105 (0.4095)  loss_giou_dn_5: 0.4106 (0.4096)  loss_vfl: 0.6558 (0.6513)  loss_vfl_aux_0: 0.7408 (0.7479)  loss_vfl_aux_1: 0.6949 (0.7044)  loss_vfl_aux_2: 0.6818 (0.6773)  loss_vfl_aux_3: 0.6691 (0.6635)  loss_vfl_aux_4: 0.6595 (0.6555)  loss_vfl_aux_5: 0.7236 (0.7380)  loss_vfl_dn_0: 0.4452 (0.4446)  loss_vfl_dn_1: 0.3799 (0.3786)  loss_vfl_dn_2: 0.3643 (0.3630)  loss_vfl_dn_3: 0.3569 (0.3559)  loss_vfl_dn_4: 0.3525 (0.3533)  loss_vfl_dn_5: 0.3535 (0.3526)  time: 0.4882  data: 0.0148  max mem: 5654
Epoch: [63]  [1500/7393]  eta: 0:48:49  lr: 0.000010  loss: 15.8148 (15.2367)  loss_bbox: 0.1546 (0.1466)  loss_bbox_aux_0: 0.1621 (0.1586)  loss_bbox_aux_1: 0.1545 (0.1510)  loss_bbox_aux_2: 0.1547 (0.1486)  loss_bbox_aux_3: 0.1545 (0.1470)  loss_bbox_aux_4: 0.1506 (0.1467)  loss_bbox_aux_5: 0.1998 (0.1931)  loss_bbox_dn_0: 0.2527 (0.2527)  loss_bbox_dn_1: 0.1898 (0.1841)  loss_bbox_dn_2: 0.1728 (0.1636)  loss_bbox_dn_3: 0.1667 (0.1579)  loss_bbox_dn_4: 0.1657 (0.1565)  loss_bbox_dn_5: 0.1657 (0.1566)  loss_giou: 0.4633 (0.4580)  loss_giou_aux_0: 0.4998 (0.4809)  loss_giou_aux_1: 0.4708 (0.4673)  loss_giou_aux_2: 0.4794 (0.4623)  loss_giou_aux_3: 0.4647 (0.4593)  loss_giou_aux_4: 0.4619 (0.4581)  loss_giou_aux_5: 0.5910 (0.5419)  loss_giou_dn_0: 0.5530 (0.5579)  loss_giou_dn_1: 0.4564 (0.4504)  loss_giou_dn_2: 0.4242 (0.4191)  loss_giou_dn_3: 0.4110 (0.4108)  loss_giou_dn_4: 0.4104 (0.4087)  loss_giou_dn_5: 0.4106 (0.4089)  loss_vfl: 0.7013 (0.6518)  loss_vfl_aux_0: 0.7726 (0.7486)  loss_vfl_aux_1: 0.7354 (0.7052)  loss_vfl_aux_2: 0.7281 (0.6779)  loss_vfl_aux_3: 0.7174 (0.6640)  loss_vfl_aux_4: 0.7038 (0.6560)  loss_vfl_aux_5: 0.7955 (0.7388)  loss_vfl_dn_0: 0.4376 (0.4446)  loss_vfl_dn_1: 0.3772 (0.3786)  loss_vfl_dn_2: 0.3612 (0.3629)  loss_vfl_dn_3: 0.3539 (0.3558)  loss_vfl_dn_4: 0.3508 (0.3533)  loss_vfl_dn_5: 0.3499 (0.3526)  time: 0.4793  data: 0.0138  max mem: 5654
Epoch: [63]  [1600/7393]  eta: 0:47:53  lr: 0.000010  loss: 15.4008 (15.2432)  loss_bbox: 0.1383 (0.1467)  loss_bbox_aux_0: 0.1415 (0.1587)  loss_bbox_aux_1: 0.1406 (0.1511)  loss_bbox_aux_2: 0.1403 (0.1487)  loss_bbox_aux_3: 0.1391 (0.1472)  loss_bbox_aux_4: 0.1401 (0.1467)  loss_bbox_aux_5: 0.1679 (0.1930)  loss_bbox_dn_0: 0.2377 (0.2525)  loss_bbox_dn_1: 0.1757 (0.1840)  loss_bbox_dn_2: 0.1554 (0.1636)  loss_bbox_dn_3: 0.1583 (0.1579)  loss_bbox_dn_4: 0.1564 (0.1565)  loss_bbox_dn_5: 0.1565 (0.1565)  loss_giou: 0.4563 (0.4585)  loss_giou_aux_0: 0.4887 (0.4813)  loss_giou_aux_1: 0.4762 (0.4678)  loss_giou_aux_2: 0.4654 (0.4628)  loss_giou_aux_3: 0.4562 (0.4598)  loss_giou_aux_4: 0.4565 (0.4585)  loss_giou_aux_5: 0.5377 (0.5424)  loss_giou_dn_0: 0.5682 (0.5583)  loss_giou_dn_1: 0.4808 (0.4510)  loss_giou_dn_2: 0.4419 (0.4197)  loss_giou_dn_3: 0.4314 (0.4113)  loss_giou_dn_4: 0.4296 (0.4092)  loss_giou_dn_5: 0.4296 (0.4094)  loss_vfl: 0.6392 (0.6517)  loss_vfl_aux_0: 0.7593 (0.7485)  loss_vfl_aux_1: 0.6834 (0.7048)  loss_vfl_aux_2: 0.6557 (0.6778)  loss_vfl_aux_3: 0.6453 (0.6637)  loss_vfl_aux_4: 0.6300 (0.6560)  loss_vfl_aux_5: 0.7281 (0.7387)  loss_vfl_dn_0: 0.4349 (0.4447)  loss_vfl_dn_1: 0.3764 (0.3787)  loss_vfl_dn_2: 0.3653 (0.3631)  loss_vfl_dn_3: 0.3579 (0.3560)  loss_vfl_dn_4: 0.3537 (0.3535)  loss_vfl_dn_5: 0.3535 (0.3528)  time: 0.4902  data: 0.0139  max mem: 5654
Epoch: [63]  [1700/7393]  eta: 0:46:57  lr: 0.000010  loss: 15.0139 (15.2431)  loss_bbox: 0.1438 (0.1472)  loss_bbox_aux_0: 0.1491 (0.1592)  loss_bbox_aux_1: 0.1434 (0.1516)  loss_bbox_aux_2: 0.1388 (0.1492)  loss_bbox_aux_3: 0.1393 (0.1477)  loss_bbox_aux_4: 0.1438 (0.1472)  loss_bbox_aux_5: 0.1880 (0.1936)  loss_bbox_dn_0: 0.2524 (0.2531)  loss_bbox_dn_1: 0.1822 (0.1845)  loss_bbox_dn_2: 0.1541 (0.1640)  loss_bbox_dn_3: 0.1484 (0.1583)  loss_bbox_dn_4: 0.1474 (0.1570)  loss_bbox_dn_5: 0.1474 (0.1570)  loss_giou: 0.4374 (0.4582)  loss_giou_aux_0: 0.4474 (0.4811)  loss_giou_aux_1: 0.4464 (0.4677)  loss_giou_aux_2: 0.4479 (0.4626)  loss_giou_aux_3: 0.4357 (0.4596)  loss_giou_aux_4: 0.4364 (0.4583)  loss_giou_aux_5: 0.5093 (0.5422)  loss_giou_dn_0: 0.5318 (0.5582)  loss_giou_dn_1: 0.4256 (0.4505)  loss_giou_dn_2: 0.3921 (0.4193)  loss_giou_dn_3: 0.3850 (0.4109)  loss_giou_dn_4: 0.3839 (0.4088)  loss_giou_dn_5: 0.3836 (0.4090)  loss_vfl: 0.6304 (0.6515)  loss_vfl_aux_0: 0.7059 (0.7478)  loss_vfl_aux_1: 0.6774 (0.7045)  loss_vfl_aux_2: 0.6482 (0.6775)  loss_vfl_aux_3: 0.6342 (0.6636)  loss_vfl_aux_4: 0.6364 (0.6558)  loss_vfl_aux_5: 0.7137 (0.7382)  loss_vfl_dn_0: 0.4414 (0.4446)  loss_vfl_dn_1: 0.3735 (0.3787)  loss_vfl_dn_2: 0.3583 (0.3630)  loss_vfl_dn_3: 0.3465 (0.3559)  loss_vfl_dn_4: 0.3453 (0.3534)  loss_vfl_dn_5: 0.3433 (0.3527)  time: 0.4744  data: 0.0142  max mem: 5654
Epoch: [63]  [1800/7393]  eta: 0:46:03  lr: 0.000010  loss: 15.2456 (15.2409)  loss_bbox: 0.1378 (0.1470)  loss_bbox_aux_0: 0.1554 (0.1591)  loss_bbox_aux_1: 0.1465 (0.1514)  loss_bbox_aux_2: 0.1382 (0.1490)  loss_bbox_aux_3: 0.1321 (0.1475)  loss_bbox_aux_4: 0.1316 (0.1470)  loss_bbox_aux_5: 0.1863 (0.1934)  loss_bbox_dn_0: 0.2731 (0.2531)  loss_bbox_dn_1: 0.1947 (0.1844)  loss_bbox_dn_2: 0.1654 (0.1640)  loss_bbox_dn_3: 0.1589 (0.1583)  loss_bbox_dn_4: 0.1569 (0.1569)  loss_bbox_dn_5: 0.1569 (0.1570)  loss_giou: 0.4253 (0.4585)  loss_giou_aux_0: 0.4685 (0.4815)  loss_giou_aux_1: 0.4413 (0.4680)  loss_giou_aux_2: 0.4355 (0.4629)  loss_giou_aux_3: 0.4294 (0.4598)  loss_giou_aux_4: 0.4254 (0.4585)  loss_giou_aux_5: 0.5387 (0.5426)  loss_giou_dn_0: 0.5559 (0.5583)  loss_giou_dn_1: 0.4479 (0.4507)  loss_giou_dn_2: 0.4196 (0.4195)  loss_giou_dn_3: 0.4073 (0.4111)  loss_giou_dn_4: 0.4047 (0.4090)  loss_giou_dn_5: 0.4047 (0.4092)  loss_vfl: 0.6527 (0.6511)  loss_vfl_aux_0: 0.7643 (0.7474)  loss_vfl_aux_1: 0.7108 (0.7040)  loss_vfl_aux_2: 0.6899 (0.6770)  loss_vfl_aux_3: 0.6633 (0.6632)  loss_vfl_aux_4: 0.6748 (0.6554)  loss_vfl_aux_5: 0.7542 (0.7375)  loss_vfl_dn_0: 0.4419 (0.4444)  loss_vfl_dn_1: 0.3777 (0.3786)  loss_vfl_dn_2: 0.3616 (0.3629)  loss_vfl_dn_3: 0.3536 (0.3558)  loss_vfl_dn_4: 0.3509 (0.3533)  loss_vfl_dn_5: 0.3511 (0.3525)  time: 0.4839  data: 0.0144  max mem: 5654
Epoch: [63]  [1900/7393]  eta: 0:45:11  lr: 0.000010  loss: 15.1966 (15.2421)  loss_bbox: 0.1397 (0.1468)  loss_bbox_aux_0: 0.1481 (0.1589)  loss_bbox_aux_1: 0.1461 (0.1512)  loss_bbox_aux_2: 0.1342 (0.1487)  loss_bbox_aux_3: 0.1369 (0.1472)  loss_bbox_aux_4: 0.1397 (0.1468)  loss_bbox_aux_5: 0.1901 (0.1931)  loss_bbox_dn_0: 0.2581 (0.2526)  loss_bbox_dn_1: 0.1774 (0.1841)  loss_bbox_dn_2: 0.1523 (0.1638)  loss_bbox_dn_3: 0.1460 (0.1581)  loss_bbox_dn_4: 0.1453 (0.1567)  loss_bbox_dn_5: 0.1452 (0.1567)  loss_giou: 0.4425 (0.4590)  loss_giou_aux_0: 0.4845 (0.4821)  loss_giou_aux_1: 0.4514 (0.4686)  loss_giou_aux_2: 0.4601 (0.4633)  loss_giou_aux_3: 0.4360 (0.4603)  loss_giou_aux_4: 0.4422 (0.4590)  loss_giou_aux_5: 0.5391 (0.5432)  loss_giou_dn_0: 0.5710 (0.5585)  loss_giou_dn_1: 0.4563 (0.4509)  loss_giou_dn_2: 0.4194 (0.4197)  loss_giou_dn_3: 0.4088 (0.4114)  loss_giou_dn_4: 0.4080 (0.4093)  loss_giou_dn_5: 0.4081 (0.4095)  loss_vfl: 0.6195 (0.6510)  loss_vfl_aux_0: 0.7191 (0.7474)  loss_vfl_aux_1: 0.6779 (0.7039)  loss_vfl_aux_2: 0.6514 (0.6771)  loss_vfl_aux_3: 0.6506 (0.6634)  loss_vfl_aux_4: 0.6377 (0.6554)  loss_vfl_aux_5: 0.7073 (0.7373)  loss_vfl_dn_0: 0.4408 (0.4443)  loss_vfl_dn_1: 0.3794 (0.3785)  loss_vfl_dn_2: 0.3639 (0.3629)  loss_vfl_dn_3: 0.3554 (0.3557)  loss_vfl_dn_4: 0.3534 (0.3533)  loss_vfl_dn_5: 0.3523 (0.3525)  time: 0.4967  data: 0.0145  max mem: 5654
Epoch: [63]  [2000/7393]  eta: 0:44:20  lr: 0.000010  loss: 14.8594 (15.2362)  loss_bbox: 0.1458 (0.1467)  loss_bbox_aux_0: 0.1521 (0.1588)  loss_bbox_aux_1: 0.1508 (0.1511)  loss_bbox_aux_2: 0.1504 (0.1486)  loss_bbox_aux_3: 0.1496 (0.1472)  loss_bbox_aux_4: 0.1438 (0.1467)  loss_bbox_aux_5: 0.1808 (0.1930)  loss_bbox_dn_0: 0.2399 (0.2525)  loss_bbox_dn_1: 0.1633 (0.1839)  loss_bbox_dn_2: 0.1481 (0.1636)  loss_bbox_dn_3: 0.1449 (0.1579)  loss_bbox_dn_4: 0.1447 (0.1566)  loss_bbox_dn_5: 0.1448 (0.1566)  loss_giou: 0.4341 (0.4589)  loss_giou_aux_0: 0.4648 (0.4820)  loss_giou_aux_1: 0.4484 (0.4684)  loss_giou_aux_2: 0.4396 (0.4631)  loss_giou_aux_3: 0.4593 (0.4602)  loss_giou_aux_4: 0.4557 (0.4589)  loss_giou_aux_5: 0.5207 (0.5428)  loss_giou_dn_0: 0.5496 (0.5584)  loss_giou_dn_1: 0.4430 (0.4507)  loss_giou_dn_2: 0.4078 (0.4195)  loss_giou_dn_3: 0.3946 (0.4112)  loss_giou_dn_4: 0.3891 (0.4091)  loss_giou_dn_5: 0.3890 (0.4093)  loss_vfl: 0.6197 (0.6504)  loss_vfl_aux_0: 0.6977 (0.7474)  loss_vfl_aux_1: 0.6684 (0.7037)  loss_vfl_aux_2: 0.6465 (0.6769)  loss_vfl_aux_3: 0.6318 (0.6629)  loss_vfl_aux_4: 0.6302 (0.6548)  loss_vfl_aux_5: 0.6885 (0.7374)  loss_vfl_dn_0: 0.4472 (0.4443)  loss_vfl_dn_1: 0.3827 (0.3786)  loss_vfl_dn_2: 0.3650 (0.3628)  loss_vfl_dn_3: 0.3582 (0.3557)  loss_vfl_dn_4: 0.3570 (0.3532)  loss_vfl_dn_5: 0.3550 (0.3525)  time: 0.4921  data: 0.0144  max mem: 5654
Epoch: [63]  [2100/7393]  eta: 0:43:27  lr: 0.000010  loss: 15.6715 (15.2390)  loss_bbox: 0.1445 (0.1469)  loss_bbox_aux_0: 0.1565 (0.1589)  loss_bbox_aux_1: 0.1594 (0.1513)  loss_bbox_aux_2: 0.1518 (0.1488)  loss_bbox_aux_3: 0.1464 (0.1474)  loss_bbox_aux_4: 0.1427 (0.1469)  loss_bbox_aux_5: 0.1977 (0.1932)  loss_bbox_dn_0: 0.2689 (0.2530)  loss_bbox_dn_1: 0.1937 (0.1843)  loss_bbox_dn_2: 0.1715 (0.1640)  loss_bbox_dn_3: 0.1646 (0.1583)  loss_bbox_dn_4: 0.1617 (0.1569)  loss_bbox_dn_5: 0.1617 (0.1569)  loss_giou: 0.4464 (0.4585)  loss_giou_aux_0: 0.4758 (0.4815)  loss_giou_aux_1: 0.4637 (0.4681)  loss_giou_aux_2: 0.4525 (0.4627)  loss_giou_aux_3: 0.4529 (0.4598)  loss_giou_aux_4: 0.4496 (0.4586)  loss_giou_aux_5: 0.5372 (0.5425)  loss_giou_dn_0: 0.5644 (0.5583)  loss_giou_dn_1: 0.4653 (0.4505)  loss_giou_dn_2: 0.4404 (0.4194)  loss_giou_dn_3: 0.4281 (0.4110)  loss_giou_dn_4: 0.4267 (0.4089)  loss_giou_dn_5: 0.4270 (0.4091)  loss_vfl: 0.6483 (0.6508)  loss_vfl_aux_0: 0.7640 (0.7480)  loss_vfl_aux_1: 0.7305 (0.7041)  loss_vfl_aux_2: 0.6972 (0.6774)  loss_vfl_aux_3: 0.6605 (0.6631)  loss_vfl_aux_4: 0.6570 (0.6550)  loss_vfl_aux_5: 0.7716 (0.7379)  loss_vfl_dn_0: 0.4389 (0.4443)  loss_vfl_dn_1: 0.3797 (0.3785)  loss_vfl_dn_2: 0.3674 (0.3628)  loss_vfl_dn_3: 0.3586 (0.3557)  loss_vfl_dn_4: 0.3556 (0.3532)  loss_vfl_dn_5: 0.3557 (0.3525)  time: 0.4798  data: 0.0144  max mem: 5654
Epoch: [63]  [2200/7393]  eta: 0:42:35  lr: 0.000010  loss: 15.0241 (15.2361)  loss_bbox: 0.1365 (0.1466)  loss_bbox_aux_0: 0.1545 (0.1585)  loss_bbox_aux_1: 0.1421 (0.1510)  loss_bbox_aux_2: 0.1379 (0.1485)  loss_bbox_aux_3: 0.1343 (0.1471)  loss_bbox_aux_4: 0.1368 (0.1466)  loss_bbox_aux_5: 0.1849 (0.1928)  loss_bbox_dn_0: 0.2416 (0.2524)  loss_bbox_dn_1: 0.1741 (0.1838)  loss_bbox_dn_2: 0.1507 (0.1635)  loss_bbox_dn_3: 0.1423 (0.1579)  loss_bbox_dn_4: 0.1405 (0.1565)  loss_bbox_dn_5: 0.1408 (0.1565)  loss_giou: 0.4456 (0.4589)  loss_giou_aux_0: 0.4635 (0.4819)  loss_giou_aux_1: 0.4587 (0.4685)  loss_giou_aux_2: 0.4485 (0.4631)  loss_giou_aux_3: 0.4490 (0.4602)  loss_giou_aux_4: 0.4479 (0.4590)  loss_giou_aux_5: 0.5313 (0.5430)  loss_giou_dn_0: 0.5490 (0.5584)  loss_giou_dn_1: 0.4510 (0.4506)  loss_giou_dn_2: 0.4185 (0.4195)  loss_giou_dn_3: 0.4121 (0.4112)  loss_giou_dn_4: 0.4091 (0.4090)  loss_giou_dn_5: 0.4093 (0.4092)  loss_vfl: 0.6282 (0.6507)  loss_vfl_aux_0: 0.7220 (0.7478)  loss_vfl_aux_1: 0.6884 (0.7036)  loss_vfl_aux_2: 0.6677 (0.6771)  loss_vfl_aux_3: 0.6524 (0.6629)  loss_vfl_aux_4: 0.6339 (0.6548)  loss_vfl_aux_5: 0.7002 (0.7374)  loss_vfl_dn_0: 0.4476 (0.4443)  loss_vfl_dn_1: 0.3798 (0.3786)  loss_vfl_dn_2: 0.3633 (0.3629)  loss_vfl_dn_3: 0.3594 (0.3558)  loss_vfl_dn_4: 0.3559 (0.3533)  loss_vfl_dn_5: 0.3557 (0.3526)  time: 0.4808  data: 0.0138  max mem: 5654
Epoch: [63]  [2300/7393]  eta: 0:41:41  lr: 0.000010  loss: 15.3763 (15.2372)  loss_bbox: 0.1512 (0.1466)  loss_bbox_aux_0: 0.1743 (0.1586)  loss_bbox_aux_1: 0.1571 (0.1511)  loss_bbox_aux_2: 0.1550 (0.1486)  loss_bbox_aux_3: 0.1487 (0.1472)  loss_bbox_aux_4: 0.1475 (0.1467)  loss_bbox_aux_5: 0.2045 (0.1929)  loss_bbox_dn_0: 0.2461 (0.2525)  loss_bbox_dn_1: 0.1809 (0.1839)  loss_bbox_dn_2: 0.1554 (0.1636)  loss_bbox_dn_3: 0.1498 (0.1579)  loss_bbox_dn_4: 0.1505 (0.1566)  loss_bbox_dn_5: 0.1505 (0.1566)  loss_giou: 0.4210 (0.4591)  loss_giou_aux_0: 0.4547 (0.4820)  loss_giou_aux_1: 0.4553 (0.4686)  loss_giou_aux_2: 0.4407 (0.4633)  loss_giou_aux_3: 0.4183 (0.4604)  loss_giou_aux_4: 0.4211 (0.4592)  loss_giou_aux_5: 0.5039 (0.5430)  loss_giou_dn_0: 0.5625 (0.5583)  loss_giou_dn_1: 0.4496 (0.4506)  loss_giou_dn_2: 0.4164 (0.4195)  loss_giou_dn_3: 0.4067 (0.4112)  loss_giou_dn_4: 0.4060 (0.4091)  loss_giou_dn_5: 0.4061 (0.4093)  loss_vfl: 0.6606 (0.6507)  loss_vfl_aux_0: 0.7531 (0.7476)  loss_vfl_aux_1: 0.6883 (0.7035)  loss_vfl_aux_2: 0.6639 (0.6770)  loss_vfl_aux_3: 0.6567 (0.6629)  loss_vfl_aux_4: 0.6728 (0.6549)  loss_vfl_aux_5: 0.7381 (0.7371)  loss_vfl_dn_0: 0.4442 (0.4443)  loss_vfl_dn_1: 0.3757 (0.3786)  loss_vfl_dn_2: 0.3617 (0.3629)  loss_vfl_dn_3: 0.3556 (0.3557)  loss_vfl_dn_4: 0.3527 (0.3533)  loss_vfl_dn_5: 0.3507 (0.3525)  time: 0.4676  data: 0.0138  max mem: 5654
Epoch: [63]  [2400/7393]  eta: 0:40:50  lr: 0.000010  loss: 15.0607 (15.2332)  loss_bbox: 0.1396 (0.1466)  loss_bbox_aux_0: 0.1539 (0.1584)  loss_bbox_aux_1: 0.1443 (0.1510)  loss_bbox_aux_2: 0.1419 (0.1485)  loss_bbox_aux_3: 0.1414 (0.1471)  loss_bbox_aux_4: 0.1403 (0.1466)  loss_bbox_aux_5: 0.1865 (0.1927)  loss_bbox_dn_0: 0.2458 (0.2523)  loss_bbox_dn_1: 0.1740 (0.1837)  loss_bbox_dn_2: 0.1516 (0.1635)  loss_bbox_dn_3: 0.1457 (0.1578)  loss_bbox_dn_4: 0.1430 (0.1564)  loss_bbox_dn_5: 0.1430 (0.1565)  loss_giou: 0.4771 (0.4590)  loss_giou_aux_0: 0.4936 (0.4819)  loss_giou_aux_1: 0.4816 (0.4686)  loss_giou_aux_2: 0.4688 (0.4631)  loss_giou_aux_3: 0.4648 (0.4603)  loss_giou_aux_4: 0.4704 (0.4590)  loss_giou_aux_5: 0.5418 (0.5429)  loss_giou_dn_0: 0.5701 (0.5583)  loss_giou_dn_1: 0.4586 (0.4505)  loss_giou_dn_2: 0.4258 (0.4194)  loss_giou_dn_3: 0.4170 (0.4111)  loss_giou_dn_4: 0.4143 (0.4090)  loss_giou_dn_5: 0.4143 (0.4092)  loss_vfl: 0.6405 (0.6507)  loss_vfl_aux_0: 0.7200 (0.7475)  loss_vfl_aux_1: 0.6829 (0.7032)  loss_vfl_aux_2: 0.6518 (0.6769)  loss_vfl_aux_3: 0.6388 (0.6627)  loss_vfl_aux_4: 0.6440 (0.6549)  loss_vfl_aux_5: 0.7049 (0.7369)  loss_vfl_dn_0: 0.4429 (0.4442)  loss_vfl_dn_1: 0.3766 (0.3785)  loss_vfl_dn_2: 0.3637 (0.3628)  loss_vfl_dn_3: 0.3582 (0.3557)  loss_vfl_dn_4: 0.3565 (0.3532)  loss_vfl_dn_5: 0.3569 (0.3525)  time: 0.4729  data: 0.0137  max mem: 5654
Epoch: [63]  [2500/7393]  eta: 0:39:59  lr: 0.000010  loss: 15.0177 (15.2359)  loss_bbox: 0.1478 (0.1466)  loss_bbox_aux_0: 0.1543 (0.1585)  loss_bbox_aux_1: 0.1419 (0.1511)  loss_bbox_aux_2: 0.1525 (0.1485)  loss_bbox_aux_3: 0.1508 (0.1471)  loss_bbox_aux_4: 0.1478 (0.1467)  loss_bbox_aux_5: 0.1867 (0.1929)  loss_bbox_dn_0: 0.2429 (0.2524)  loss_bbox_dn_1: 0.1754 (0.1837)  loss_bbox_dn_2: 0.1585 (0.1635)  loss_bbox_dn_3: 0.1569 (0.1578)  loss_bbox_dn_4: 0.1569 (0.1565)  loss_bbox_dn_5: 0.1569 (0.1565)  loss_giou: 0.4431 (0.4592)  loss_giou_aux_0: 0.4799 (0.4822)  loss_giou_aux_1: 0.4703 (0.4689)  loss_giou_aux_2: 0.4541 (0.4634)  loss_giou_aux_3: 0.4483 (0.4606)  loss_giou_aux_4: 0.4493 (0.4593)  loss_giou_aux_5: 0.5186 (0.5430)  loss_giou_dn_0: 0.5531 (0.5584)  loss_giou_dn_1: 0.4496 (0.4506)  loss_giou_dn_2: 0.4184 (0.4195)  loss_giou_dn_3: 0.4128 (0.4112)  loss_giou_dn_4: 0.4106 (0.4091)  loss_giou_dn_5: 0.4122 (0.4093)  loss_vfl: 0.6461 (0.6507)  loss_vfl_aux_0: 0.7168 (0.7474)  loss_vfl_aux_1: 0.6924 (0.7031)  loss_vfl_aux_2: 0.6595 (0.6768)  loss_vfl_aux_3: 0.6485 (0.6627)  loss_vfl_aux_4: 0.6523 (0.6549)  loss_vfl_aux_5: 0.7305 (0.7369)  loss_vfl_dn_0: 0.4462 (0.4443)  loss_vfl_dn_1: 0.3744 (0.3786)  loss_vfl_dn_2: 0.3596 (0.3629)  loss_vfl_dn_3: 0.3505 (0.3557)  loss_vfl_dn_4: 0.3484 (0.3532)  loss_vfl_dn_5: 0.3480 (0.3525)  time: 0.4758  data: 0.0141  max mem: 5654
Epoch: [63]  [2600/7393]  eta: 0:39:20  lr: 0.000010  loss: 15.5644 (15.2388)  loss_bbox: 0.1227 (0.1466)  loss_bbox_aux_0: 0.1329 (0.1584)  loss_bbox_aux_1: 0.1289 (0.1510)  loss_bbox_aux_2: 0.1236 (0.1485)  loss_bbox_aux_3: 0.1253 (0.1472)  loss_bbox_aux_4: 0.1202 (0.1466)  loss_bbox_aux_5: 0.1652 (0.1929)  loss_bbox_dn_0: 0.2248 (0.2523)  loss_bbox_dn_1: 0.1690 (0.1836)  loss_bbox_dn_2: 0.1506 (0.1634)  loss_bbox_dn_3: 0.1433 (0.1578)  loss_bbox_dn_4: 0.1430 (0.1564)  loss_bbox_dn_5: 0.1431 (0.1564)  loss_giou: 0.4751 (0.4596)  loss_giou_aux_0: 0.4992 (0.4824)  loss_giou_aux_1: 0.4776 (0.4692)  loss_giou_aux_2: 0.4768 (0.4637)  loss_giou_aux_3: 0.4827 (0.4610)  loss_giou_aux_4: 0.4764 (0.4597)  loss_giou_aux_5: 0.5592 (0.5434)  loss_giou_dn_0: 0.5820 (0.5584)  loss_giou_dn_1: 0.4847 (0.4506)  loss_giou_dn_2: 0.4550 (0.4196)  loss_giou_dn_3: 0.4489 (0.4113)  loss_giou_dn_4: 0.4485 (0.4092)  loss_giou_dn_5: 0.4491 (0.4094)  loss_vfl: 0.6338 (0.6508)  loss_vfl_aux_0: 0.7278 (0.7476)  loss_vfl_aux_1: 0.6780 (0.7032)  loss_vfl_aux_2: 0.6546 (0.6769)  loss_vfl_aux_3: 0.6277 (0.6627)  loss_vfl_aux_4: 0.6333 (0.6550)  loss_vfl_aux_5: 0.7076 (0.7372)  loss_vfl_dn_0: 0.4385 (0.4443)  loss_vfl_dn_1: 0.3785 (0.3785)  loss_vfl_dn_2: 0.3619 (0.3628)  loss_vfl_dn_3: 0.3578 (0.3557)  loss_vfl_dn_4: 0.3552 (0.3531)  loss_vfl_dn_5: 0.3541 (0.3524)  time: 0.4778  data: 0.0141  max mem: 5654
Epoch: [63]  [2700/7393]  eta: 0:38:29  lr: 0.000010  loss: 15.3776 (15.2306)  loss_bbox: 0.1414 (0.1465)  loss_bbox_aux_0: 0.1539 (0.1583)  loss_bbox_aux_1: 0.1389 (0.1508)  loss_bbox_aux_2: 0.1434 (0.1483)  loss_bbox_aux_3: 0.1407 (0.1470)  loss_bbox_aux_4: 0.1359 (0.1465)  loss_bbox_aux_5: 0.2034 (0.1929)  loss_bbox_dn_0: 0.2447 (0.2520)  loss_bbox_dn_1: 0.1732 (0.1834)  loss_bbox_dn_2: 0.1496 (0.1632)  loss_bbox_dn_3: 0.1424 (0.1576)  loss_bbox_dn_4: 0.1394 (0.1563)  loss_bbox_dn_5: 0.1394 (0.1563)  loss_giou: 0.4625 (0.4593)  loss_giou_aux_0: 0.4743 (0.4822)  loss_giou_aux_1: 0.4754 (0.4689)  loss_giou_aux_2: 0.4629 (0.4635)  loss_giou_aux_3: 0.4600 (0.4607)  loss_giou_aux_4: 0.4661 (0.4593)  loss_giou_aux_5: 0.5448 (0.5432)  loss_giou_dn_0: 0.5538 (0.5581)  loss_giou_dn_1: 0.4586 (0.4504)  loss_giou_dn_2: 0.4214 (0.4194)  loss_giou_dn_3: 0.4173 (0.4111)  loss_giou_dn_4: 0.4136 (0.4090)  loss_giou_dn_5: 0.4134 (0.4092)  loss_vfl: 0.6561 (0.6506)  loss_vfl_aux_0: 0.7488 (0.7473)  loss_vfl_aux_1: 0.7102 (0.7029)  loss_vfl_aux_2: 0.6668 (0.6765)  loss_vfl_aux_3: 0.6721 (0.6623)  loss_vfl_aux_4: 0.6586 (0.6547)  loss_vfl_aux_5: 0.7392 (0.7368)  loss_vfl_dn_0: 0.4455 (0.4442)  loss_vfl_dn_1: 0.3798 (0.3785)  loss_vfl_dn_2: 0.3623 (0.3627)  loss_vfl_dn_3: 0.3581 (0.3556)  loss_vfl_dn_4: 0.3570 (0.3530)  loss_vfl_dn_5: 0.3554 (0.3523)  time: 0.4799  data: 0.0136  max mem: 5654
Epoch: [63]  [2800/7393]  eta: 0:37:38  lr: 0.000010  loss: 15.5031 (15.2398)  loss_bbox: 0.1368 (0.1465)  loss_bbox_aux_0: 0.1499 (0.1584)  loss_bbox_aux_1: 0.1368 (0.1509)  loss_bbox_aux_2: 0.1348 (0.1484)  loss_bbox_aux_3: 0.1360 (0.1471)  loss_bbox_aux_4: 0.1369 (0.1465)  loss_bbox_aux_5: 0.1777 (0.1930)  loss_bbox_dn_0: 0.2239 (0.2521)  loss_bbox_dn_1: 0.1721 (0.1835)  loss_bbox_dn_2: 0.1501 (0.1633)  loss_bbox_dn_3: 0.1468 (0.1577)  loss_bbox_dn_4: 0.1440 (0.1564)  loss_bbox_dn_5: 0.1440 (0.1564)  loss_giou: 0.4685 (0.4600)  loss_giou_aux_0: 0.5153 (0.4829)  loss_giou_aux_1: 0.4750 (0.4695)  loss_giou_aux_2: 0.4665 (0.4642)  loss_giou_aux_3: 0.4712 (0.4613)  loss_giou_aux_4: 0.4702 (0.4600)  loss_giou_aux_5: 0.5834 (0.5439)  loss_giou_dn_0: 0.5744 (0.5586)  loss_giou_dn_1: 0.4559 (0.4509)  loss_giou_dn_2: 0.4293 (0.4198)  loss_giou_dn_3: 0.4246 (0.4115)  loss_giou_dn_4: 0.4240 (0.4095)  loss_giou_dn_5: 0.4240 (0.4097)  loss_vfl: 0.6624 (0.6507)  loss_vfl_aux_0: 0.7274 (0.7471)  loss_vfl_aux_1: 0.6772 (0.7029)  loss_vfl_aux_2: 0.6681 (0.6765)  loss_vfl_aux_3: 0.6559 (0.6625)  loss_vfl_aux_4: 0.6596 (0.6548)  loss_vfl_aux_5: 0.7179 (0.7366)  loss_vfl_dn_0: 0.4382 (0.4443)  loss_vfl_dn_1: 0.3805 (0.3785)  loss_vfl_dn_2: 0.3633 (0.3628)  loss_vfl_dn_3: 0.3573 (0.3557)  loss_vfl_dn_4: 0.3544 (0.3532)  loss_vfl_dn_5: 0.3558 (0.3525)  time: 0.4744  data: 0.0141  max mem: 5654
Epoch: [63]  [2900/7393]  eta: 0:36:48  lr: 0.000010  loss: 14.7639 (15.2401)  loss_bbox: 0.1311 (0.1463)  loss_bbox_aux_0: 0.1380 (0.1582)  loss_bbox_aux_1: 0.1333 (0.1506)  loss_bbox_aux_2: 0.1330 (0.1482)  loss_bbox_aux_3: 0.1327 (0.1469)  loss_bbox_aux_4: 0.1297 (0.1464)  loss_bbox_aux_5: 0.1722 (0.1927)  loss_bbox_dn_0: 0.2356 (0.2516)  loss_bbox_dn_1: 0.1625 (0.1831)  loss_bbox_dn_2: 0.1399 (0.1630)  loss_bbox_dn_3: 0.1377 (0.1573)  loss_bbox_dn_4: 0.1373 (0.1560)  loss_bbox_dn_5: 0.1373 (0.1560)  loss_giou: 0.4377 (0.4602)  loss_giou_aux_0: 0.4525 (0.4832)  loss_giou_aux_1: 0.4403 (0.4698)  loss_giou_aux_2: 0.4398 (0.4644)  loss_giou_aux_3: 0.4374 (0.4615)  loss_giou_aux_4: 0.4364 (0.4603)  loss_giou_aux_5: 0.5190 (0.5441)  loss_giou_dn_0: 0.5412 (0.5587)  loss_giou_dn_1: 0.4303 (0.4510)  loss_giou_dn_2: 0.3970 (0.4199)  loss_giou_dn_3: 0.3893 (0.4117)  loss_giou_dn_4: 0.3846 (0.4096)  loss_giou_dn_5: 0.3849 (0.4098)  loss_vfl: 0.6508 (0.6509)  loss_vfl_aux_0: 0.7369 (0.7471)  loss_vfl_aux_1: 0.6840 (0.7028)  loss_vfl_aux_2: 0.6650 (0.6766)  loss_vfl_aux_3: 0.6620 (0.6626)  loss_vfl_aux_4: 0.6474 (0.6550)  loss_vfl_aux_5: 0.7203 (0.7366)  loss_vfl_dn_0: 0.4520 (0.4445)  loss_vfl_dn_1: 0.3877 (0.3787)  loss_vfl_dn_2: 0.3735 (0.3630)  loss_vfl_dn_3: 0.3644 (0.3559)  loss_vfl_dn_4: 0.3638 (0.3533)  loss_vfl_dn_5: 0.3614 (0.3526)  time: 0.4957  data: 0.0138  max mem: 5654
Epoch: [63]  [3000/7393]  eta: 0:36:08  lr: 0.000010  loss: 15.3868 (15.2377)  loss_bbox: 0.1463 (0.1464)  loss_bbox_aux_0: 0.1491 (0.1581)  loss_bbox_aux_1: 0.1477 (0.1506)  loss_bbox_aux_2: 0.1453 (0.1482)  loss_bbox_aux_3: 0.1428 (0.1468)  loss_bbox_aux_4: 0.1463 (0.1464)  loss_bbox_aux_5: 0.1929 (0.1927)  loss_bbox_dn_0: 0.2614 (0.2515)  loss_bbox_dn_1: 0.1897 (0.1830)  loss_bbox_dn_2: 0.1610 (0.1629)  loss_bbox_dn_3: 0.1597 (0.1572)  loss_bbox_dn_4: 0.1581 (0.1559)  loss_bbox_dn_5: 0.1581 (0.1559)  loss_giou: 0.4180 (0.4602)  loss_giou_aux_0: 0.4476 (0.4832)  loss_giou_aux_1: 0.4325 (0.4699)  loss_giou_aux_2: 0.4281 (0.4645)  loss_giou_aux_3: 0.4213 (0.4616)  loss_giou_aux_4: 0.4186 (0.4603)  loss_giou_aux_5: 0.5192 (0.5441)  loss_giou_dn_0: 0.5340 (0.5586)  loss_giou_dn_1: 0.4273 (0.4509)  loss_giou_dn_2: 0.4014 (0.4198)  loss_giou_dn_3: 0.3864 (0.4115)  loss_giou_dn_4: 0.3830 (0.4095)  loss_giou_dn_5: 0.3831 (0.4096)  loss_vfl: 0.6519 (0.6508)  loss_vfl_aux_0: 0.7725 (0.7470)  loss_vfl_aux_1: 0.7012 (0.7025)  loss_vfl_aux_2: 0.6865 (0.6766)  loss_vfl_aux_3: 0.6704 (0.6626)  loss_vfl_aux_4: 0.6566 (0.6549)  loss_vfl_aux_5: 0.7239 (0.7364)  loss_vfl_dn_0: 0.4426 (0.4444)  loss_vfl_dn_1: 0.3767 (0.3787)  loss_vfl_dn_2: 0.3551 (0.3629)  loss_vfl_dn_3: 0.3478 (0.3558)  loss_vfl_dn_4: 0.3456 (0.3533)  loss_vfl_dn_5: 0.3443 (0.3526)  time: 0.4911  data: 0.0139  max mem: 5654
Epoch: [63]  [3100/7393]  eta: 0:35:17  lr: 0.000010  loss: 15.3856 (15.2387)  loss_bbox: 0.1436 (0.1465)  loss_bbox_aux_0: 0.1408 (0.1582)  loss_bbox_aux_1: 0.1417 (0.1508)  loss_bbox_aux_2: 0.1472 (0.1483)  loss_bbox_aux_3: 0.1425 (0.1470)  loss_bbox_aux_4: 0.1437 (0.1465)  loss_bbox_aux_5: 0.1788 (0.1928)  loss_bbox_dn_0: 0.2405 (0.2518)  loss_bbox_dn_1: 0.1748 (0.1832)  loss_bbox_dn_2: 0.1587 (0.1630)  loss_bbox_dn_3: 0.1532 (0.1574)  loss_bbox_dn_4: 0.1511 (0.1560)  loss_bbox_dn_5: 0.1511 (0.1561)  loss_giou: 0.4218 (0.4601)  loss_giou_aux_0: 0.4495 (0.4830)  loss_giou_aux_1: 0.4425 (0.4697)  loss_giou_aux_2: 0.4440 (0.4643)  loss_giou_aux_3: 0.4179 (0.4614)  loss_giou_aux_4: 0.4229 (0.4602)  loss_giou_aux_5: 0.4947 (0.5439)  loss_giou_dn_0: 0.5531 (0.5586)  loss_giou_dn_1: 0.4505 (0.4508)  loss_giou_dn_2: 0.4234 (0.4197)  loss_giou_dn_3: 0.4149 (0.4114)  loss_giou_dn_4: 0.4118 (0.4093)  loss_giou_dn_5: 0.4119 (0.4095)  loss_vfl: 0.6248 (0.6507)  loss_vfl_aux_0: 0.7290 (0.7473)  loss_vfl_aux_1: 0.6559 (0.7025)  loss_vfl_aux_2: 0.6459 (0.6767)  loss_vfl_aux_3: 0.6335 (0.6626)  loss_vfl_aux_4: 0.6366 (0.6549)  loss_vfl_aux_5: 0.7209 (0.7366)  loss_vfl_dn_0: 0.4412 (0.4445)  loss_vfl_dn_1: 0.3698 (0.3787)  loss_vfl_dn_2: 0.3549 (0.3629)  loss_vfl_dn_3: 0.3439 (0.3557)  loss_vfl_dn_4: 0.3428 (0.3532)  loss_vfl_dn_5: 0.3423 (0.3525)  time: 0.4734  data: 0.0137  max mem: 5654
Epoch: [63]  [3200/7393]  eta: 0:34:26  lr: 0.000010  loss: 15.4338 (15.2458)  loss_bbox: 0.1512 (0.1466)  loss_bbox_aux_0: 0.1568 (0.1583)  loss_bbox_aux_1: 0.1545 (0.1508)  loss_bbox_aux_2: 0.1506 (0.1484)  loss_bbox_aux_3: 0.1514 (0.1471)  loss_bbox_aux_4: 0.1528 (0.1466)  loss_bbox_aux_5: 0.1918 (0.1928)  loss_bbox_dn_0: 0.2485 (0.2516)  loss_bbox_dn_1: 0.1806 (0.1831)  loss_bbox_dn_2: 0.1614 (0.1630)  loss_bbox_dn_3: 0.1558 (0.1574)  loss_bbox_dn_4: 0.1545 (0.1560)  loss_bbox_dn_5: 0.1545 (0.1560)  loss_giou: 0.4749 (0.4607)  loss_giou_aux_0: 0.4994 (0.4836)  loss_giou_aux_1: 0.4946 (0.4703)  loss_giou_aux_2: 0.4782 (0.4649)  loss_giou_aux_3: 0.4812 (0.4620)  loss_giou_aux_4: 0.4789 (0.4607)  loss_giou_aux_5: 0.5478 (0.5445)  loss_giou_dn_0: 0.5849 (0.5590)  loss_giou_dn_1: 0.4685 (0.4512)  loss_giou_dn_2: 0.4401 (0.4201)  loss_giou_dn_3: 0.4308 (0.4118)  loss_giou_dn_4: 0.4295 (0.4097)  loss_giou_dn_5: 0.4296 (0.4099)  loss_vfl: 0.6589 (0.6509)  loss_vfl_aux_0: 0.7667 (0.7472)  loss_vfl_aux_1: 0.7003 (0.7024)  loss_vfl_aux_2: 0.6380 (0.6767)  loss_vfl_aux_3: 0.6760 (0.6627)  loss_vfl_aux_4: 0.6638 (0.6551)  loss_vfl_aux_5: 0.7462 (0.7364)  loss_vfl_dn_0: 0.4418 (0.4445)  loss_vfl_dn_1: 0.3851 (0.3788)  loss_vfl_dn_2: 0.3670 (0.3630)  loss_vfl_dn_3: 0.3623 (0.3559)  loss_vfl_dn_4: 0.3606 (0.3534)  loss_vfl_dn_5: 0.3591 (0.3527)  time: 0.4949  data: 0.0140  max mem: 5654
Epoch: [63]  [3300/7393]  eta: 0:33:36  lr: 0.000010  loss: 15.5877 (15.2421)  loss_bbox: 0.1330 (0.1465)  loss_bbox_aux_0: 0.1461 (0.1582)  loss_bbox_aux_1: 0.1445 (0.1508)  loss_bbox_aux_2: 0.1360 (0.1483)  loss_bbox_aux_3: 0.1326 (0.1470)  loss_bbox_aux_4: 0.1313 (0.1465)  loss_bbox_aux_5: 0.1755 (0.1927)  loss_bbox_dn_0: 0.2099 (0.2514)  loss_bbox_dn_1: 0.1508 (0.1829)  loss_bbox_dn_2: 0.1327 (0.1628)  loss_bbox_dn_3: 0.1306 (0.1572)  loss_bbox_dn_4: 0.1305 (0.1558)  loss_bbox_dn_5: 0.1306 (0.1558)  loss_giou: 0.4959 (0.4607)  loss_giou_aux_0: 0.5164 (0.4835)  loss_giou_aux_1: 0.5012 (0.4704)  loss_giou_aux_2: 0.4991 (0.4649)  loss_giou_aux_3: 0.4973 (0.4620)  loss_giou_aux_4: 0.4960 (0.4608)  loss_giou_aux_5: 0.5636 (0.5444)  loss_giou_dn_0: 0.5949 (0.5590)  loss_giou_dn_1: 0.4884 (0.4512)  loss_giou_dn_2: 0.4652 (0.4202)  loss_giou_dn_3: 0.4579 (0.4118)  loss_giou_dn_4: 0.4590 (0.4098)  loss_giou_dn_5: 0.4595 (0.4099)  loss_vfl: 0.6502 (0.6507)  loss_vfl_aux_0: 0.7244 (0.7469)  loss_vfl_aux_1: 0.6886 (0.7021)  loss_vfl_aux_2: 0.6708 (0.6763)  loss_vfl_aux_3: 0.6670 (0.6626)  loss_vfl_aux_4: 0.6540 (0.6549)  loss_vfl_aux_5: 0.7133 (0.7362)  loss_vfl_dn_0: 0.4396 (0.4444)  loss_vfl_dn_1: 0.3874 (0.3788)  loss_vfl_dn_2: 0.3738 (0.3630)  loss_vfl_dn_3: 0.3653 (0.3559)  loss_vfl_dn_4: 0.3625 (0.3534)  loss_vfl_dn_5: 0.3613 (0.3527)  time: 0.4749  data: 0.0136  max mem: 5654
Epoch: [63]  [3400/7393]  eta: 0:32:45  lr: 0.000010  loss: 15.5666 (15.2474)  loss_bbox: 0.1623 (0.1465)  loss_bbox_aux_0: 0.1768 (0.1582)  loss_bbox_aux_1: 0.1692 (0.1509)  loss_bbox_aux_2: 0.1636 (0.1484)  loss_bbox_aux_3: 0.1640 (0.1470)  loss_bbox_aux_4: 0.1613 (0.1465)  loss_bbox_aux_5: 0.2067 (0.1928)  loss_bbox_dn_0: 0.2499 (0.2515)  loss_bbox_dn_1: 0.1890 (0.1830)  loss_bbox_dn_2: 0.1740 (0.1628)  loss_bbox_dn_3: 0.1685 (0.1572)  loss_bbox_dn_4: 0.1648 (0.1558)  loss_bbox_dn_5: 0.1648 (0.1559)  loss_giou: 0.4335 (0.4610)  loss_giou_aux_0: 0.4696 (0.4839)  loss_giou_aux_1: 0.4674 (0.4707)  loss_giou_aux_2: 0.4331 (0.4653)  loss_giou_aux_3: 0.4289 (0.4624)  loss_giou_aux_4: 0.4432 (0.4611)  loss_giou_aux_5: 0.5443 (0.5448)  loss_giou_dn_0: 0.5629 (0.5593)  loss_giou_dn_1: 0.4405 (0.4515)  loss_giou_dn_2: 0.4041 (0.4204)  loss_giou_dn_3: 0.3954 (0.4121)  loss_giou_dn_4: 0.3914 (0.4100)  loss_giou_dn_5: 0.3916 (0.4102)  loss_vfl: 0.6681 (0.6507)  loss_vfl_aux_0: 0.7521 (0.7469)  loss_vfl_aux_1: 0.6978 (0.7019)  loss_vfl_aux_2: 0.6990 (0.6765)  loss_vfl_aux_3: 0.6827 (0.6625)  loss_vfl_aux_4: 0.6778 (0.6549)  loss_vfl_aux_5: 0.7289 (0.7361)  loss_vfl_dn_0: 0.4490 (0.4445)  loss_vfl_dn_1: 0.3812 (0.3789)  loss_vfl_dn_2: 0.3671 (0.3631)  loss_vfl_dn_3: 0.3607 (0.3560)  loss_vfl_dn_4: 0.3614 (0.3535)  loss_vfl_dn_5: 0.3575 (0.3528)  time: 0.4808  data: 0.0137  max mem: 5654
Epoch: [63]  [3500/7393]  eta: 0:31:55  lr: 0.000010  loss: 14.9743 (15.2507)  loss_bbox: 0.1370 (0.1465)  loss_bbox_aux_0: 0.1522 (0.1582)  loss_bbox_aux_1: 0.1478 (0.1509)  loss_bbox_aux_2: 0.1543 (0.1484)  loss_bbox_aux_3: 0.1418 (0.1470)  loss_bbox_aux_4: 0.1383 (0.1466)  loss_bbox_aux_5: 0.1806 (0.1928)  loss_bbox_dn_0: 0.2528 (0.2517)  loss_bbox_dn_1: 0.1628 (0.1831)  loss_bbox_dn_2: 0.1554 (0.1630)  loss_bbox_dn_3: 0.1471 (0.1573)  loss_bbox_dn_4: 0.1442 (0.1560)  loss_bbox_dn_5: 0.1443 (0.1560)  loss_giou: 0.4318 (0.4611)  loss_giou_aux_0: 0.4444 (0.4839)  loss_giou_aux_1: 0.4538 (0.4708)  loss_giou_aux_2: 0.4538 (0.4654)  loss_giou_aux_3: 0.4179 (0.4624)  loss_giou_aux_4: 0.4344 (0.4612)  loss_giou_aux_5: 0.5138 (0.5449)  loss_giou_dn_0: 0.5385 (0.5595)  loss_giou_dn_1: 0.4412 (0.4516)  loss_giou_dn_2: 0.4045 (0.4205)  loss_giou_dn_3: 0.3995 (0.4121)  loss_giou_dn_4: 0.3982 (0.4100)  loss_giou_dn_5: 0.3982 (0.4102)  loss_vfl: 0.6860 (0.6509)  loss_vfl_aux_0: 0.7807 (0.7471)  loss_vfl_aux_1: 0.6885 (0.7020)  loss_vfl_aux_2: 0.6794 (0.6765)  loss_vfl_aux_3: 0.6935 (0.6627)  loss_vfl_aux_4: 0.6950 (0.6550)  loss_vfl_aux_5: 0.7539 (0.7362)  loss_vfl_dn_0: 0.4378 (0.4445)  loss_vfl_dn_1: 0.3736 (0.3789)  loss_vfl_dn_2: 0.3645 (0.3631)  loss_vfl_dn_3: 0.3584 (0.3560)  loss_vfl_dn_4: 0.3541 (0.3535)  loss_vfl_dn_5: 0.3544 (0.3528)  time: 0.4753  data: 0.0140  max mem: 5654
Epoch: [63]  [3600/7393]  eta: 0:31:10  lr: 0.000010  loss: 15.0517 (15.2459)  loss_bbox: 0.1495 (0.1466)  loss_bbox_aux_0: 0.1590 (0.1583)  loss_bbox_aux_1: 0.1553 (0.1510)  loss_bbox_aux_2: 0.1438 (0.1485)  loss_bbox_aux_3: 0.1448 (0.1471)  loss_bbox_aux_4: 0.1475 (0.1466)  loss_bbox_aux_5: 0.1905 (0.1929)  loss_bbox_dn_0: 0.2650 (0.2517)  loss_bbox_dn_1: 0.1886 (0.1831)  loss_bbox_dn_2: 0.1703 (0.1630)  loss_bbox_dn_3: 0.1615 (0.1573)  loss_bbox_dn_4: 0.1577 (0.1559)  loss_bbox_dn_5: 0.1577 (0.1560)  loss_giou: 0.4211 (0.4608)  loss_giou_aux_0: 0.4487 (0.4837)  loss_giou_aux_1: 0.4197 (0.4706)  loss_giou_aux_2: 0.4141 (0.4651)  loss_giou_aux_3: 0.4227 (0.4622)  loss_giou_aux_4: 0.4191 (0.4610)  loss_giou_aux_5: 0.5063 (0.5446)  loss_giou_dn_0: 0.5450 (0.5592)  loss_giou_dn_1: 0.4426 (0.4514)  loss_giou_dn_2: 0.4078 (0.4202)  loss_giou_dn_3: 0.4001 (0.4119)  loss_giou_dn_4: 0.3980 (0.4098)  loss_giou_dn_5: 0.3980 (0.4100)  loss_vfl: 0.6313 (0.6506)  loss_vfl_aux_0: 0.7305 (0.7469)  loss_vfl_aux_1: 0.7023 (0.7019)  loss_vfl_aux_2: 0.6550 (0.6764)  loss_vfl_aux_3: 0.6455 (0.6626)  loss_vfl_aux_4: 0.6297 (0.6547)  loss_vfl_aux_5: 0.7305 (0.7362)  loss_vfl_dn_0: 0.4437 (0.4444)  loss_vfl_dn_1: 0.3798 (0.3788)  loss_vfl_dn_2: 0.3631 (0.3630)  loss_vfl_dn_3: 0.3564 (0.3559)  loss_vfl_dn_4: 0.3551 (0.3534)  loss_vfl_dn_5: 0.3542 (0.3527)  time: 0.4721  data: 0.0147  max mem: 5654
Epoch: [63]  [3700/7393]  eta: 0:30:20  lr: 0.000010  loss: 15.1146 (15.2440)  loss_bbox: 0.1422 (0.1466)  loss_bbox_aux_0: 0.1478 (0.1583)  loss_bbox_aux_1: 0.1450 (0.1510)  loss_bbox_aux_2: 0.1484 (0.1485)  loss_bbox_aux_3: 0.1442 (0.1471)  loss_bbox_aux_4: 0.1407 (0.1466)  loss_bbox_aux_5: 0.1960 (0.1930)  loss_bbox_dn_0: 0.2464 (0.2519)  loss_bbox_dn_1: 0.1903 (0.1833)  loss_bbox_dn_2: 0.1696 (0.1631)  loss_bbox_dn_3: 0.1587 (0.1574)  loss_bbox_dn_4: 0.1559 (0.1561)  loss_bbox_dn_5: 0.1560 (0.1561)  loss_giou: 0.4198 (0.4606)  loss_giou_aux_0: 0.4453 (0.4834)  loss_giou_aux_1: 0.4270 (0.4703)  loss_giou_aux_2: 0.4323 (0.4649)  loss_giou_aux_3: 0.4215 (0.4620)  loss_giou_aux_4: 0.4207 (0.4607)  loss_giou_aux_5: 0.5277 (0.5444)  loss_giou_dn_0: 0.5151 (0.5590)  loss_giou_dn_1: 0.4182 (0.4511)  loss_giou_dn_2: 0.3775 (0.4200)  loss_giou_dn_3: 0.3701 (0.4117)  loss_giou_dn_4: 0.3673 (0.4096)  loss_giou_dn_5: 0.3676 (0.4098)  loss_vfl: 0.6406 (0.6507)  loss_vfl_aux_0: 0.7513 (0.7470)  loss_vfl_aux_1: 0.7053 (0.7020)  loss_vfl_aux_2: 0.6693 (0.6765)  loss_vfl_aux_3: 0.6541 (0.6626)  loss_vfl_aux_4: 0.6424 (0.6548)  loss_vfl_aux_5: 0.7452 (0.7363)  loss_vfl_dn_0: 0.4464 (0.4444)  loss_vfl_dn_1: 0.3818 (0.3787)  loss_vfl_dn_2: 0.3615 (0.3629)  loss_vfl_dn_3: 0.3540 (0.3558)  loss_vfl_dn_4: 0.3510 (0.3533)  loss_vfl_dn_5: 0.3490 (0.3526)  time: 0.4909  data: 0.0142  max mem: 5654
Epoch: [63]  [3800/7393]  eta: 0:29:29  lr: 0.000010  loss: 14.5741 (15.2439)  loss_bbox: 0.1419 (0.1468)  loss_bbox_aux_0: 0.1505 (0.1585)  loss_bbox_aux_1: 0.1409 (0.1512)  loss_bbox_aux_2: 0.1423 (0.1487)  loss_bbox_aux_3: 0.1464 (0.1473)  loss_bbox_aux_4: 0.1419 (0.1468)  loss_bbox_aux_5: 0.1879 (0.1932)  loss_bbox_dn_0: 0.2457 (0.2521)  loss_bbox_dn_1: 0.1815 (0.1835)  loss_bbox_dn_2: 0.1678 (0.1633)  loss_bbox_dn_3: 0.1648 (0.1576)  loss_bbox_dn_4: 0.1627 (0.1562)  loss_bbox_dn_5: 0.1628 (0.1562)  loss_giou: 0.4089 (0.4603)  loss_giou_aux_0: 0.4375 (0.4832)  loss_giou_aux_1: 0.4164 (0.4700)  loss_giou_aux_2: 0.4130 (0.4645)  loss_giou_aux_3: 0.4086 (0.4616)  loss_giou_aux_4: 0.4088 (0.4604)  loss_giou_aux_5: 0.5049 (0.5442)  loss_giou_dn_0: 0.5168 (0.5588)  loss_giou_dn_1: 0.4156 (0.4509)  loss_giou_dn_2: 0.3834 (0.4197)  loss_giou_dn_3: 0.3751 (0.4114)  loss_giou_dn_4: 0.3742 (0.4093)  loss_giou_dn_5: 0.3743 (0.4095)  loss_vfl: 0.6407 (0.6508)  loss_vfl_aux_0: 0.7345 (0.7471)  loss_vfl_aux_1: 0.6939 (0.7021)  loss_vfl_aux_2: 0.6651 (0.6766)  loss_vfl_aux_3: 0.6754 (0.6627)  loss_vfl_aux_4: 0.6473 (0.6549)  loss_vfl_aux_5: 0.7302 (0.7365)  loss_vfl_dn_0: 0.4463 (0.4445)  loss_vfl_dn_1: 0.3815 (0.3787)  loss_vfl_dn_2: 0.3587 (0.3630)  loss_vfl_dn_3: 0.3594 (0.3558)  loss_vfl_dn_4: 0.3564 (0.3533)  loss_vfl_dn_5: 0.3580 (0.3526)  time: 0.4750  data: 0.0137  max mem: 5654
Epoch: [63]  [3900/7393]  eta: 0:28:39  lr: 0.000010  loss: 15.3793 (15.2453)  loss_bbox: 0.1369 (0.1469)  loss_bbox_aux_0: 0.1538 (0.1586)  loss_bbox_aux_1: 0.1478 (0.1513)  loss_bbox_aux_2: 0.1409 (0.1488)  loss_bbox_aux_3: 0.1386 (0.1474)  loss_bbox_aux_4: 0.1369 (0.1469)  loss_bbox_aux_5: 0.1858 (0.1934)  loss_bbox_dn_0: 0.2471 (0.2524)  loss_bbox_dn_1: 0.1989 (0.1837)  loss_bbox_dn_2: 0.1802 (0.1635)  loss_bbox_dn_3: 0.1731 (0.1578)  loss_bbox_dn_4: 0.1716 (0.1564)  loss_bbox_dn_5: 0.1716 (0.1565)  loss_giou: 0.4396 (0.4600)  loss_giou_aux_0: 0.4591 (0.4829)  loss_giou_aux_1: 0.4353 (0.4697)  loss_giou_aux_2: 0.4446 (0.4643)  loss_giou_aux_3: 0.4365 (0.4613)  loss_giou_aux_4: 0.4394 (0.4601)  loss_giou_aux_5: 0.5242 (0.5439)  loss_giou_dn_0: 0.5559 (0.5587)  loss_giou_dn_1: 0.4539 (0.4508)  loss_giou_dn_2: 0.4167 (0.4197)  loss_giou_dn_3: 0.4088 (0.4114)  loss_giou_dn_4: 0.4056 (0.4093)  loss_giou_dn_5: 0.4056 (0.4094)  loss_vfl: 0.6744 (0.6511)  loss_vfl_aux_0: 0.7714 (0.7473)  loss_vfl_aux_1: 0.7469 (0.7023)  loss_vfl_aux_2: 0.7093 (0.6769)  loss_vfl_aux_3: 0.7077 (0.6629)  loss_vfl_aux_4: 0.6865 (0.6552)  loss_vfl_aux_5: 0.7605 (0.7369)  loss_vfl_dn_0: 0.4482 (0.4445)  loss_vfl_dn_1: 0.3801 (0.3787)  loss_vfl_dn_2: 0.3678 (0.3629)  loss_vfl_dn_3: 0.3583 (0.3558)  loss_vfl_dn_4: 0.3568 (0.3533)  loss_vfl_dn_5: 0.3550 (0.3526)  time: 0.4850  data: 0.0137  max mem: 5654
Epoch: [63]  [4000/7393]  eta: 0:27:50  lr: 0.000010  loss: 15.1410 (15.2491)  loss_bbox: 0.1238 (0.1468)  loss_bbox_aux_0: 0.1369 (0.1586)  loss_bbox_aux_1: 0.1362 (0.1513)  loss_bbox_aux_2: 0.1238 (0.1487)  loss_bbox_aux_3: 0.1296 (0.1473)  loss_bbox_aux_4: 0.1264 (0.1468)  loss_bbox_aux_5: 0.1614 (0.1933)  loss_bbox_dn_0: 0.2186 (0.2522)  loss_bbox_dn_1: 0.1551 (0.1836)  loss_bbox_dn_2: 0.1386 (0.1634)  loss_bbox_dn_3: 0.1373 (0.1577)  loss_bbox_dn_4: 0.1354 (0.1564)  loss_bbox_dn_5: 0.1354 (0.1564)  loss_giou: 0.4594 (0.4604)  loss_giou_aux_0: 0.4856 (0.4833)  loss_giou_aux_1: 0.4659 (0.4701)  loss_giou_aux_2: 0.4657 (0.4646)  loss_giou_aux_3: 0.4658 (0.4617)  loss_giou_aux_4: 0.4594 (0.4605)  loss_giou_aux_5: 0.5461 (0.5442)  loss_giou_dn_0: 0.5741 (0.5589)  loss_giou_dn_1: 0.4579 (0.4511)  loss_giou_dn_2: 0.4228 (0.4199)  loss_giou_dn_3: 0.4146 (0.4116)  loss_giou_dn_4: 0.4127 (0.4095)  loss_giou_dn_5: 0.4126 (0.4097)  loss_vfl: 0.6282 (0.6512)  loss_vfl_aux_0: 0.7301 (0.7473)  loss_vfl_aux_1: 0.6675 (0.7023)  loss_vfl_aux_2: 0.6636 (0.6769)  loss_vfl_aux_3: 0.6498 (0.6630)  loss_vfl_aux_4: 0.6552 (0.6553)  loss_vfl_aux_5: 0.7214 (0.7369)  loss_vfl_dn_0: 0.4464 (0.4445)  loss_vfl_dn_1: 0.3768 (0.3787)  loss_vfl_dn_2: 0.3618 (0.3630)  loss_vfl_dn_3: 0.3532 (0.3559)  loss_vfl_dn_4: 0.3500 (0.3534)  loss_vfl_dn_5: 0.3509 (0.3527)  time: 0.4889  data: 0.0139  max mem: 5654
Epoch: [63]  [4100/7393]  eta: 0:26:59  lr: 0.000010  loss: 15.6839 (15.2523)  loss_bbox: 0.1454 (0.1468)  loss_bbox_aux_0: 0.1601 (0.1586)  loss_bbox_aux_1: 0.1482 (0.1512)  loss_bbox_aux_2: 0.1496 (0.1487)  loss_bbox_aux_3: 0.1431 (0.1473)  loss_bbox_aux_4: 0.1430 (0.1468)  loss_bbox_aux_5: 0.1893 (0.1933)  loss_bbox_dn_0: 0.2578 (0.2524)  loss_bbox_dn_1: 0.1843 (0.1837)  loss_bbox_dn_2: 0.1661 (0.1635)  loss_bbox_dn_3: 0.1590 (0.1578)  loss_bbox_dn_4: 0.1577 (0.1564)  loss_bbox_dn_5: 0.1577 (0.1564)  loss_giou: 0.4510 (0.4605)  loss_giou_aux_0: 0.4786 (0.4834)  loss_giou_aux_1: 0.4548 (0.4702)  loss_giou_aux_2: 0.4633 (0.4648)  loss_giou_aux_3: 0.4642 (0.4619)  loss_giou_aux_4: 0.4593 (0.4606)  loss_giou_aux_5: 0.5449 (0.5444)  loss_giou_dn_0: 0.5673 (0.5590)  loss_giou_dn_1: 0.4492 (0.4511)  loss_giou_dn_2: 0.4187 (0.4199)  loss_giou_dn_3: 0.4097 (0.4116)  loss_giou_dn_4: 0.4069 (0.4095)  loss_giou_dn_5: 0.4069 (0.4097)  loss_vfl: 0.6709 (0.6516)  loss_vfl_aux_0: 0.7495 (0.7473)  loss_vfl_aux_1: 0.7133 (0.7026)  loss_vfl_aux_2: 0.7005 (0.6771)  loss_vfl_aux_3: 0.6736 (0.6633)  loss_vfl_aux_4: 0.6789 (0.6557)  loss_vfl_aux_5: 0.7517 (0.7369)  loss_vfl_dn_0: 0.4429 (0.4445)  loss_vfl_dn_1: 0.3805 (0.3788)  loss_vfl_dn_2: 0.3621 (0.3630)  loss_vfl_dn_3: 0.3509 (0.3559)  loss_vfl_dn_4: 0.3482 (0.3534)  loss_vfl_dn_5: 0.3495 (0.3527)  time: 0.4783  data: 0.0143  max mem: 5654
Epoch: [63]  [4200/7393]  eta: 0:26:10  lr: 0.000010  loss: 15.3007 (15.2497)  loss_bbox: 0.1314 (0.1467)  loss_bbox_aux_0: 0.1443 (0.1586)  loss_bbox_aux_1: 0.1380 (0.1512)  loss_bbox_aux_2: 0.1424 (0.1487)  loss_bbox_aux_3: 0.1343 (0.1472)  loss_bbox_aux_4: 0.1335 (0.1468)  loss_bbox_aux_5: 0.1774 (0.1933)  loss_bbox_dn_0: 0.2244 (0.2524)  loss_bbox_dn_1: 0.1555 (0.1838)  loss_bbox_dn_2: 0.1384 (0.1635)  loss_bbox_dn_3: 0.1318 (0.1578)  loss_bbox_dn_4: 0.1291 (0.1565)  loss_bbox_dn_5: 0.1291 (0.1565)  loss_giou: 0.4860 (0.4601)  loss_giou_aux_0: 0.4730 (0.4830)  loss_giou_aux_1: 0.4783 (0.4698)  loss_giou_aux_2: 0.4848 (0.4645)  loss_giou_aux_3: 0.4877 (0.4615)  loss_giou_aux_4: 0.4864 (0.4602)  loss_giou_aux_5: 0.5416 (0.5440)  loss_giou_dn_0: 0.5683 (0.5588)  loss_giou_dn_1: 0.4665 (0.4509)  loss_giou_dn_2: 0.4338 (0.4197)  loss_giou_dn_3: 0.4262 (0.4114)  loss_giou_dn_4: 0.4241 (0.4093)  loss_giou_dn_5: 0.4240 (0.4095)  loss_vfl: 0.6389 (0.6517)  loss_vfl_aux_0: 0.7037 (0.7475)  loss_vfl_aux_1: 0.6876 (0.7029)  loss_vfl_aux_2: 0.6656 (0.6773)  loss_vfl_aux_3: 0.6475 (0.6635)  loss_vfl_aux_4: 0.6324 (0.6558)  loss_vfl_aux_5: 0.6964 (0.7371)  loss_vfl_dn_0: 0.4419 (0.4445)  loss_vfl_dn_1: 0.3800 (0.3788)  loss_vfl_dn_2: 0.3636 (0.3630)  loss_vfl_dn_3: 0.3559 (0.3558)  loss_vfl_dn_4: 0.3528 (0.3533)  loss_vfl_dn_5: 0.3521 (0.3527)  time: 0.4835  data: 0.0140  max mem: 5654
Epoch: [63]  [4300/7393]  eta: 0:25:24  lr: 0.000010  loss: 15.6305 (15.2468)  loss_bbox: 0.1446 (0.1468)  loss_bbox_aux_0: 0.1569 (0.1586)  loss_bbox_aux_1: 0.1506 (0.1512)  loss_bbox_aux_2: 0.1455 (0.1487)  loss_bbox_aux_3: 0.1441 (0.1472)  loss_bbox_aux_4: 0.1446 (0.1468)  loss_bbox_aux_5: 0.1867 (0.1933)  loss_bbox_dn_0: 0.2443 (0.2525)  loss_bbox_dn_1: 0.1854 (0.1838)  loss_bbox_dn_2: 0.1693 (0.1635)  loss_bbox_dn_3: 0.1683 (0.1578)  loss_bbox_dn_4: 0.1677 (0.1565)  loss_bbox_dn_5: 0.1678 (0.1565)  loss_giou: 0.4369 (0.4596)  loss_giou_aux_0: 0.4678 (0.4825)  loss_giou_aux_1: 0.4419 (0.4693)  loss_giou_aux_2: 0.4472 (0.4639)  loss_giou_aux_3: 0.4376 (0.4610)  loss_giou_aux_4: 0.4333 (0.4597)  loss_giou_aux_5: 0.5092 (0.5435)  loss_giou_dn_0: 0.5573 (0.5586)  loss_giou_dn_1: 0.4568 (0.4507)  loss_giou_dn_2: 0.4169 (0.4196)  loss_giou_dn_3: 0.4074 (0.4112)  loss_giou_dn_4: 0.4041 (0.4091)  loss_giou_dn_5: 0.4038 (0.4093)  loss_vfl: 0.6483 (0.6519)  loss_vfl_aux_0: 0.7475 (0.7477)  loss_vfl_aux_1: 0.6987 (0.7031)  loss_vfl_aux_2: 0.6754 (0.6775)  loss_vfl_aux_3: 0.6719 (0.6637)  loss_vfl_aux_4: 0.6592 (0.6560)  loss_vfl_aux_5: 0.7238 (0.7374)  loss_vfl_dn_0: 0.4460 (0.4445)  loss_vfl_dn_1: 0.3824 (0.3787)  loss_vfl_dn_2: 0.3651 (0.3629)  loss_vfl_dn_3: 0.3572 (0.3558)  loss_vfl_dn_4: 0.3564 (0.3533)  loss_vfl_dn_5: 0.3550 (0.3526)  time: 0.7813  data: 0.0143  max mem: 5654
Epoch: [63]  [4400/7393]  eta: 0:24:35  lr: 0.000010  loss: 15.9197 (15.2446)  loss_bbox: 0.1616 (0.1466)  loss_bbox_aux_0: 0.1599 (0.1584)  loss_bbox_aux_1: 0.1704 (0.1510)  loss_bbox_aux_2: 0.1663 (0.1486)  loss_bbox_aux_3: 0.1590 (0.1471)  loss_bbox_aux_4: 0.1583 (0.1467)  loss_bbox_aux_5: 0.2048 (0.1932)  loss_bbox_dn_0: 0.2603 (0.2523)  loss_bbox_dn_1: 0.1946 (0.1836)  loss_bbox_dn_2: 0.1705 (0.1633)  loss_bbox_dn_3: 0.1650 (0.1576)  loss_bbox_dn_4: 0.1651 (0.1563)  loss_bbox_dn_5: 0.1653 (0.1563)  loss_giou: 0.4476 (0.4597)  loss_giou_aux_0: 0.4664 (0.4827)  loss_giou_aux_1: 0.4540 (0.4694)  loss_giou_aux_2: 0.4594 (0.4640)  loss_giou_aux_3: 0.4500 (0.4610)  loss_giou_aux_4: 0.4475 (0.4598)  loss_giou_aux_5: 0.5226 (0.5438)  loss_giou_dn_0: 0.5509 (0.5586)  loss_giou_dn_1: 0.4483 (0.4507)  loss_giou_dn_2: 0.4202 (0.4196)  loss_giou_dn_3: 0.4152 (0.4112)  loss_giou_dn_4: 0.4136 (0.4091)  loss_giou_dn_5: 0.4145 (0.4093)  loss_vfl: 0.6236 (0.6518)  loss_vfl_aux_0: 0.7289 (0.7476)  loss_vfl_aux_1: 0.6983 (0.7031)  loss_vfl_aux_2: 0.6519 (0.6774)  loss_vfl_aux_3: 0.6372 (0.6636)  loss_vfl_aux_4: 0.6281 (0.6559)  loss_vfl_aux_5: 0.7288 (0.7371)  loss_vfl_dn_0: 0.4443 (0.4445)  loss_vfl_dn_1: 0.3825 (0.3787)  loss_vfl_dn_2: 0.3644 (0.3629)  loss_vfl_dn_3: 0.3580 (0.3558)  loss_vfl_dn_4: 0.3547 (0.3533)  loss_vfl_dn_5: 0.3535 (0.3526)  time: 0.4928  data: 0.0144  max mem: 5654
Epoch: [63]  [4500/7393]  eta: 0:23:45  lr: 0.000010  loss: 15.4754 (15.2454)  loss_bbox: 0.1390 (0.1467)  loss_bbox_aux_0: 0.1386 (0.1584)  loss_bbox_aux_1: 0.1310 (0.1510)  loss_bbox_aux_2: 0.1344 (0.1486)  loss_bbox_aux_3: 0.1420 (0.1472)  loss_bbox_aux_4: 0.1393 (0.1467)  loss_bbox_aux_5: 0.1686 (0.1932)  loss_bbox_dn_0: 0.2321 (0.2522)  loss_bbox_dn_1: 0.1751 (0.1836)  loss_bbox_dn_2: 0.1585 (0.1634)  loss_bbox_dn_3: 0.1543 (0.1577)  loss_bbox_dn_4: 0.1535 (0.1564)  loss_bbox_dn_5: 0.1535 (0.1564)  loss_giou: 0.4675 (0.4596)  loss_giou_aux_0: 0.4901 (0.4825)  loss_giou_aux_1: 0.4677 (0.4693)  loss_giou_aux_2: 0.4719 (0.4639)  loss_giou_aux_3: 0.4668 (0.4609)  loss_giou_aux_4: 0.4623 (0.4597)  loss_giou_aux_5: 0.5416 (0.5436)  loss_giou_dn_0: 0.5745 (0.5585)  loss_giou_dn_1: 0.4682 (0.4506)  loss_giou_dn_2: 0.4409 (0.4195)  loss_giou_dn_3: 0.4368 (0.4112)  loss_giou_dn_4: 0.4357 (0.4091)  loss_giou_dn_5: 0.4358 (0.4093)  loss_vfl: 0.6698 (0.6520)  loss_vfl_aux_0: 0.7150 (0.7477)  loss_vfl_aux_1: 0.6813 (0.7032)  loss_vfl_aux_2: 0.6970 (0.6777)  loss_vfl_aux_3: 0.6698 (0.6638)  loss_vfl_aux_4: 0.6699 (0.6561)  loss_vfl_aux_5: 0.7371 (0.7374)  loss_vfl_dn_0: 0.4445 (0.4445)  loss_vfl_dn_1: 0.3851 (0.3787)  loss_vfl_dn_2: 0.3675 (0.3629)  loss_vfl_dn_3: 0.3605 (0.3558)  loss_vfl_dn_4: 0.3599 (0.3533)  loss_vfl_dn_5: 0.3583 (0.3527)  time: 0.4794  data: 0.0143  max mem: 5654
Epoch: [63]  [4600/7393]  eta: 0:22:56  lr: 0.000010  loss: 15.0725 (15.2474)  loss_bbox: 0.1283 (0.1467)  loss_bbox_aux_0: 0.1340 (0.1584)  loss_bbox_aux_1: 0.1286 (0.1510)  loss_bbox_aux_2: 0.1287 (0.1486)  loss_bbox_aux_3: 0.1299 (0.1471)  loss_bbox_aux_4: 0.1291 (0.1467)  loss_bbox_aux_5: 0.1657 (0.1931)  loss_bbox_dn_0: 0.2165 (0.2521)  loss_bbox_dn_1: 0.1424 (0.1835)  loss_bbox_dn_2: 0.1257 (0.1633)  loss_bbox_dn_3: 0.1231 (0.1576)  loss_bbox_dn_4: 0.1220 (0.1563)  loss_bbox_dn_5: 0.1221 (0.1563)  loss_giou: 0.4348 (0.4598)  loss_giou_aux_0: 0.4444 (0.4827)  loss_giou_aux_1: 0.4390 (0.4694)  loss_giou_aux_2: 0.4355 (0.4641)  loss_giou_aux_3: 0.4324 (0.4611)  loss_giou_aux_4: 0.4333 (0.4599)  loss_giou_aux_5: 0.5098 (0.5437)  loss_giou_dn_0: 0.5449 (0.5586)  loss_giou_dn_1: 0.4309 (0.4507)  loss_giou_dn_2: 0.3971 (0.4195)  loss_giou_dn_3: 0.3877 (0.4112)  loss_giou_dn_4: 0.3867 (0.4091)  loss_giou_dn_5: 0.3867 (0.4093)  loss_vfl: 0.6174 (0.6522)  loss_vfl_aux_0: 0.7214 (0.7480)  loss_vfl_aux_1: 0.6671 (0.7035)  loss_vfl_aux_2: 0.6372 (0.6778)  loss_vfl_aux_3: 0.6250 (0.6640)  loss_vfl_aux_4: 0.6197 (0.6563)  loss_vfl_aux_5: 0.6925 (0.7375)  loss_vfl_dn_0: 0.4377 (0.4445)  loss_vfl_dn_1: 0.3700 (0.3787)  loss_vfl_dn_2: 0.3569 (0.3629)  loss_vfl_dn_3: 0.3489 (0.3559)  loss_vfl_dn_4: 0.3483 (0.3534)  loss_vfl_dn_5: 0.3470 (0.3527)  time: 0.4749  data: 0.0142  max mem: 5654
Epoch: [63]  [4700/7393]  eta: 0:22:05  lr: 0.000010  loss: 15.4572 (15.2519)  loss_bbox: 0.1456 (0.1467)  loss_bbox_aux_0: 0.1599 (0.1584)  loss_bbox_aux_1: 0.1509 (0.1510)  loss_bbox_aux_2: 0.1475 (0.1486)  loss_bbox_aux_3: 0.1464 (0.1472)  loss_bbox_aux_4: 0.1441 (0.1467)  loss_bbox_aux_5: 0.2021 (0.1931)  loss_bbox_dn_0: 0.2601 (0.2522)  loss_bbox_dn_1: 0.1958 (0.1836)  loss_bbox_dn_2: 0.1766 (0.1634)  loss_bbox_dn_3: 0.1697 (0.1577)  loss_bbox_dn_4: 0.1668 (0.1564)  loss_bbox_dn_5: 0.1668 (0.1564)  loss_giou: 0.4556 (0.4599)  loss_giou_aux_0: 0.4853 (0.4828)  loss_giou_aux_1: 0.4727 (0.4695)  loss_giou_aux_2: 0.4600 (0.4642)  loss_giou_aux_3: 0.4634 (0.4612)  loss_giou_aux_4: 0.4542 (0.4600)  loss_giou_aux_5: 0.5346 (0.5438)  loss_giou_dn_0: 0.5507 (0.5587)  loss_giou_dn_1: 0.4515 (0.4508)  loss_giou_dn_2: 0.4178 (0.4197)  loss_giou_dn_3: 0.4110 (0.4114)  loss_giou_dn_4: 0.4093 (0.4093)  loss_giou_dn_5: 0.4098 (0.4095)  loss_vfl: 0.6564 (0.6525)  loss_vfl_aux_0: 0.7791 (0.7483)  loss_vfl_aux_1: 0.7235 (0.7038)  loss_vfl_aux_2: 0.6920 (0.6781)  loss_vfl_aux_3: 0.6755 (0.6643)  loss_vfl_aux_4: 0.6617 (0.6566)  loss_vfl_aux_5: 0.7554 (0.7377)  loss_vfl_dn_0: 0.4503 (0.4446)  loss_vfl_dn_1: 0.3792 (0.3788)  loss_vfl_dn_2: 0.3649 (0.3630)  loss_vfl_dn_3: 0.3580 (0.3559)  loss_vfl_dn_4: 0.3541 (0.3535)  loss_vfl_dn_5: 0.3541 (0.3528)  time: 0.4743  data: 0.0139  max mem: 5654
Epoch: [63]  [4800/7393]  eta: 0:21:15  lr: 0.000010  loss: 15.0754 (15.2531)  loss_bbox: 0.1440 (0.1467)  loss_bbox_aux_0: 0.1578 (0.1584)  loss_bbox_aux_1: 0.1503 (0.1510)  loss_bbox_aux_2: 0.1488 (0.1487)  loss_bbox_aux_3: 0.1471 (0.1472)  loss_bbox_aux_4: 0.1431 (0.1468)  loss_bbox_aux_5: 0.1942 (0.1932)  loss_bbox_dn_0: 0.2583 (0.2523)  loss_bbox_dn_1: 0.1783 (0.1837)  loss_bbox_dn_2: 0.1585 (0.1635)  loss_bbox_dn_3: 0.1550 (0.1578)  loss_bbox_dn_4: 0.1550 (0.1564)  loss_bbox_dn_5: 0.1550 (0.1565)  loss_giou: 0.4387 (0.4597)  loss_giou_aux_0: 0.4507 (0.4826)  loss_giou_aux_1: 0.4475 (0.4694)  loss_giou_aux_2: 0.4415 (0.4641)  loss_giou_aux_3: 0.4383 (0.4611)  loss_giou_aux_4: 0.4370 (0.4599)  loss_giou_aux_5: 0.5161 (0.5437)  loss_giou_dn_0: 0.5310 (0.5585)  loss_giou_dn_1: 0.4355 (0.4506)  loss_giou_dn_2: 0.3989 (0.4195)  loss_giou_dn_3: 0.3907 (0.4112)  loss_giou_dn_4: 0.3859 (0.4091)  loss_giou_dn_5: 0.3857 (0.4093)  loss_vfl: 0.6739 (0.6529)  loss_vfl_aux_0: 0.7375 (0.7488)  loss_vfl_aux_1: 0.7237 (0.7042)  loss_vfl_aux_2: 0.6933 (0.6784)  loss_vfl_aux_3: 0.6775 (0.6647)  loss_vfl_aux_4: 0.6620 (0.6570)  loss_vfl_aux_5: 0.7366 (0.7380)  loss_vfl_dn_0: 0.4359 (0.4446)  loss_vfl_dn_1: 0.3703 (0.3787)  loss_vfl_dn_2: 0.3559 (0.3630)  loss_vfl_dn_3: 0.3508 (0.3559)  loss_vfl_dn_4: 0.3499 (0.3534)  loss_vfl_dn_5: 0.3495 (0.3527)  time: 0.4839  data: 0.0140  max mem: 5654
Epoch: [63]  [4900/7393]  eta: 0:20:26  lr: 0.000010  loss: 15.5285 (15.2539)  loss_bbox: 0.1426 (0.1467)  loss_bbox_aux_0: 0.1623 (0.1585)  loss_bbox_aux_1: 0.1466 (0.1511)  loss_bbox_aux_2: 0.1526 (0.1488)  loss_bbox_aux_3: 0.1544 (0.1473)  loss_bbox_aux_4: 0.1450 (0.1468)  loss_bbox_aux_5: 0.1961 (0.1933)  loss_bbox_dn_0: 0.2351 (0.2521)  loss_bbox_dn_1: 0.1727 (0.1835)  loss_bbox_dn_2: 0.1531 (0.1634)  loss_bbox_dn_3: 0.1490 (0.1577)  loss_bbox_dn_4: 0.1483 (0.1563)  loss_bbox_dn_5: 0.1483 (0.1563)  loss_giou: 0.4509 (0.4598)  loss_giou_aux_0: 0.4806 (0.4828)  loss_giou_aux_1: 0.4591 (0.4696)  loss_giou_aux_2: 0.4413 (0.4642)  loss_giou_aux_3: 0.4541 (0.4612)  loss_giou_aux_4: 0.4552 (0.4600)  loss_giou_aux_5: 0.5468 (0.5438)  loss_giou_dn_0: 0.5581 (0.5586)  loss_giou_dn_1: 0.4524 (0.4507)  loss_giou_dn_2: 0.4220 (0.4195)  loss_giou_dn_3: 0.4097 (0.4112)  loss_giou_dn_4: 0.4077 (0.4091)  loss_giou_dn_5: 0.4078 (0.4093)  loss_vfl: 0.6834 (0.6530)  loss_vfl_aux_0: 0.7681 (0.7486)  loss_vfl_aux_1: 0.7498 (0.7041)  loss_vfl_aux_2: 0.7045 (0.6784)  loss_vfl_aux_3: 0.7068 (0.6647)  loss_vfl_aux_4: 0.6923 (0.6571)  loss_vfl_aux_5: 0.7585 (0.7380)  loss_vfl_dn_0: 0.4462 (0.4446)  loss_vfl_dn_1: 0.3806 (0.3788)  loss_vfl_dn_2: 0.3616 (0.3630)  loss_vfl_dn_3: 0.3535 (0.3559)  loss_vfl_dn_4: 0.3521 (0.3534)  loss_vfl_dn_5: 0.3498 (0.3528)  time: 0.4805  data: 0.0137  max mem: 5654
Epoch: [63]  [5000/7393]  eta: 0:19:37  lr: 0.000010  loss: 14.7460 (15.2592)  loss_bbox: 0.1204 (0.1468)  loss_bbox_aux_0: 0.1403 (0.1586)  loss_bbox_aux_1: 0.1250 (0.1512)  loss_bbox_aux_2: 0.1236 (0.1489)  loss_bbox_aux_3: 0.1244 (0.1474)  loss_bbox_aux_4: 0.1209 (0.1469)  loss_bbox_aux_5: 0.1745 (0.1934)  loss_bbox_dn_0: 0.2032 (0.2521)  loss_bbox_dn_1: 0.1516 (0.1836)  loss_bbox_dn_2: 0.1344 (0.1634)  loss_bbox_dn_3: 0.1310 (0.1577)  loss_bbox_dn_4: 0.1295 (0.1564)  loss_bbox_dn_5: 0.1295 (0.1564)  loss_giou: 0.4214 (0.4601)  loss_giou_aux_0: 0.4666 (0.4830)  loss_giou_aux_1: 0.4457 (0.4698)  loss_giou_aux_2: 0.4348 (0.4645)  loss_giou_aux_3: 0.4358 (0.4615)  loss_giou_aux_4: 0.4250 (0.4603)  loss_giou_aux_5: 0.5619 (0.5441)  loss_giou_dn_0: 0.5644 (0.5587)  loss_giou_dn_1: 0.4485 (0.4508)  loss_giou_dn_2: 0.4265 (0.4197)  loss_giou_dn_3: 0.4207 (0.4114)  loss_giou_dn_4: 0.4180 (0.4093)  loss_giou_dn_5: 0.4180 (0.4095)  loss_vfl: 0.6261 (0.6533)  loss_vfl_aux_0: 0.7462 (0.7487)  loss_vfl_aux_1: 0.6759 (0.7044)  loss_vfl_aux_2: 0.6550 (0.6786)  loss_vfl_aux_3: 0.6310 (0.6649)  loss_vfl_aux_4: 0.6262 (0.6573)  loss_vfl_aux_5: 0.7120 (0.7381)  loss_vfl_dn_0: 0.4370 (0.4446)  loss_vfl_dn_1: 0.3754 (0.3788)  loss_vfl_dn_2: 0.3539 (0.3631)  loss_vfl_dn_3: 0.3496 (0.3560)  loss_vfl_dn_4: 0.3480 (0.3535)  loss_vfl_dn_5: 0.3474 (0.3528)  time: 0.4894  data: 0.0138  max mem: 5654
Epoch: [63]  [5100/7393]  eta: 0:18:47  lr: 0.000010  loss: 15.2260 (15.2559)  loss_bbox: 0.1481 (0.1468)  loss_bbox_aux_0: 0.1540 (0.1587)  loss_bbox_aux_1: 0.1442 (0.1512)  loss_bbox_aux_2: 0.1388 (0.1489)  loss_bbox_aux_3: 0.1479 (0.1474)  loss_bbox_aux_4: 0.1441 (0.1469)  loss_bbox_aux_5: 0.1822 (0.1933)  loss_bbox_dn_0: 0.2349 (0.2520)  loss_bbox_dn_1: 0.1730 (0.1834)  loss_bbox_dn_2: 0.1483 (0.1633)  loss_bbox_dn_3: 0.1416 (0.1576)  loss_bbox_dn_4: 0.1393 (0.1563)  loss_bbox_dn_5: 0.1393 (0.1563)  loss_giou: 0.4283 (0.4600)  loss_giou_aux_0: 0.4678 (0.4830)  loss_giou_aux_1: 0.4561 (0.4697)  loss_giou_aux_2: 0.4387 (0.4644)  loss_giou_aux_3: 0.4334 (0.4614)  loss_giou_aux_4: 0.4367 (0.4602)  loss_giou_aux_5: 0.5137 (0.5441)  loss_giou_dn_0: 0.5458 (0.5586)  loss_giou_dn_1: 0.4359 (0.4507)  loss_giou_dn_2: 0.4033 (0.4195)  loss_giou_dn_3: 0.3910 (0.4112)  loss_giou_dn_4: 0.3902 (0.4091)  loss_giou_dn_5: 0.3902 (0.4093)  loss_vfl: 0.6425 (0.6532)  loss_vfl_aux_0: 0.7398 (0.7485)  loss_vfl_aux_1: 0.6839 (0.7041)  loss_vfl_aux_2: 0.6649 (0.6785)  loss_vfl_aux_3: 0.6519 (0.6648)  loss_vfl_aux_4: 0.6482 (0.6572)  loss_vfl_aux_5: 0.7252 (0.7378)  loss_vfl_dn_0: 0.4391 (0.4446)  loss_vfl_dn_1: 0.3799 (0.3788)  loss_vfl_dn_2: 0.3658 (0.3630)  loss_vfl_dn_3: 0.3583 (0.3559)  loss_vfl_dn_4: 0.3575 (0.3535)  loss_vfl_dn_5: 0.3561 (0.3528)  time: 0.4808  data: 0.0139  max mem: 5654
Epoch: [63]  [5200/7393]  eta: 0:17:57  lr: 0.000010  loss: 15.3579 (15.2505)  loss_bbox: 0.1289 (0.1467)  loss_bbox_aux_0: 0.1455 (0.1586)  loss_bbox_aux_1: 0.1404 (0.1512)  loss_bbox_aux_2: 0.1325 (0.1488)  loss_bbox_aux_3: 0.1287 (0.1473)  loss_bbox_aux_4: 0.1289 (0.1468)  loss_bbox_aux_5: 0.1679 (0.1933)  loss_bbox_dn_0: 0.2322 (0.2519)  loss_bbox_dn_1: 0.1663 (0.1833)  loss_bbox_dn_2: 0.1494 (0.1631)  loss_bbox_dn_3: 0.1410 (0.1575)  loss_bbox_dn_4: 0.1381 (0.1561)  loss_bbox_dn_5: 0.1381 (0.1561)  loss_giou: 0.4524 (0.4598)  loss_giou_aux_0: 0.4843 (0.4829)  loss_giou_aux_1: 0.4729 (0.4696)  loss_giou_aux_2: 0.4639 (0.4642)  loss_giou_aux_3: 0.4567 (0.4612)  loss_giou_aux_4: 0.4526 (0.4600)  loss_giou_aux_5: 0.5437 (0.5440)  loss_giou_dn_0: 0.5680 (0.5585)  loss_giou_dn_1: 0.4543 (0.4506)  loss_giou_dn_2: 0.4227 (0.4194)  loss_giou_dn_3: 0.4079 (0.4111)  loss_giou_dn_4: 0.4041 (0.4090)  loss_giou_dn_5: 0.4040 (0.4092)  loss_vfl: 0.6182 (0.6529)  loss_vfl_aux_0: 0.7116 (0.7482)  loss_vfl_aux_1: 0.6684 (0.7038)  loss_vfl_aux_2: 0.6354 (0.6782)  loss_vfl_aux_3: 0.6282 (0.6645)  loss_vfl_aux_4: 0.6342 (0.6569)  loss_vfl_aux_5: 0.7045 (0.7376)  loss_vfl_dn_0: 0.4476 (0.4446)  loss_vfl_dn_1: 0.3820 (0.3788)  loss_vfl_dn_2: 0.3669 (0.3630)  loss_vfl_dn_3: 0.3600 (0.3559)  loss_vfl_dn_4: 0.3570 (0.3534)  loss_vfl_dn_5: 0.3563 (0.3527)  time: 0.4919  data: 0.0143  max mem: 5654
Epoch: [63]  [5300/7393]  eta: 0:17:08  lr: 0.000010  loss: 15.0464 (15.2499)  loss_bbox: 0.1273 (0.1466)  loss_bbox_aux_0: 0.1316 (0.1585)  loss_bbox_aux_1: 0.1316 (0.1511)  loss_bbox_aux_2: 0.1204 (0.1487)  loss_bbox_aux_3: 0.1279 (0.1472)  loss_bbox_aux_4: 0.1301 (0.1467)  loss_bbox_aux_5: 0.1678 (0.1932)  loss_bbox_dn_0: 0.2146 (0.2517)  loss_bbox_dn_1: 0.1609 (0.1832)  loss_bbox_dn_2: 0.1401 (0.1630)  loss_bbox_dn_3: 0.1391 (0.1573)  loss_bbox_dn_4: 0.1399 (0.1560)  loss_bbox_dn_5: 0.1398 (0.1560)  loss_giou: 0.4099 (0.4601)  loss_giou_aux_0: 0.4353 (0.4831)  loss_giou_aux_1: 0.4188 (0.4699)  loss_giou_aux_2: 0.4116 (0.4645)  loss_giou_aux_3: 0.4015 (0.4615)  loss_giou_aux_4: 0.4083 (0.4603)  loss_giou_aux_5: 0.4925 (0.5443)  loss_giou_dn_0: 0.5355 (0.5586)  loss_giou_dn_1: 0.4238 (0.4507)  loss_giou_dn_2: 0.3902 (0.4195)  loss_giou_dn_3: 0.3831 (0.4112)  loss_giou_dn_4: 0.3830 (0.4091)  loss_giou_dn_5: 0.3829 (0.4093)  loss_vfl: 0.6369 (0.6526)  loss_vfl_aux_0: 0.7509 (0.7480)  loss_vfl_aux_1: 0.6701 (0.7035)  loss_vfl_aux_2: 0.6694 (0.6781)  loss_vfl_aux_3: 0.6446 (0.6643)  loss_vfl_aux_4: 0.6386 (0.6567)  loss_vfl_aux_5: 0.7011 (0.7373)  loss_vfl_dn_0: 0.4304 (0.4445)  loss_vfl_dn_1: 0.3674 (0.3787)  loss_vfl_dn_2: 0.3556 (0.3629)  loss_vfl_dn_3: 0.3492 (0.3559)  loss_vfl_dn_4: 0.3481 (0.3534)  loss_vfl_dn_5: 0.3459 (0.3527)  time: 0.4733  data: 0.0135  max mem: 5654
Epoch: [63]  [5400/7393]  eta: 0:16:20  lr: 0.000010  loss: 15.5973 (15.2496)  loss_bbox: 0.1450 (0.1466)  loss_bbox_aux_0: 0.1519 (0.1585)  loss_bbox_aux_1: 0.1491 (0.1511)  loss_bbox_aux_2: 0.1434 (0.1488)  loss_bbox_aux_3: 0.1460 (0.1472)  loss_bbox_aux_4: 0.1459 (0.1467)  loss_bbox_aux_5: 0.1862 (0.1933)  loss_bbox_dn_0: 0.2528 (0.2517)  loss_bbox_dn_1: 0.1790 (0.1831)  loss_bbox_dn_2: 0.1586 (0.1630)  loss_bbox_dn_3: 0.1525 (0.1573)  loss_bbox_dn_4: 0.1535 (0.1560)  loss_bbox_dn_5: 0.1535 (0.1560)  loss_giou: 0.4597 (0.4600)  loss_giou_aux_0: 0.4786 (0.4831)  loss_giou_aux_1: 0.4658 (0.4698)  loss_giou_aux_2: 0.4754 (0.4644)  loss_giou_aux_3: 0.4659 (0.4614)  loss_giou_aux_4: 0.4598 (0.4602)  loss_giou_aux_5: 0.5261 (0.5443)  loss_giou_dn_0: 0.5742 (0.5586)  loss_giou_dn_1: 0.4522 (0.4507)  loss_giou_dn_2: 0.4163 (0.4195)  loss_giou_dn_3: 0.4085 (0.4112)  loss_giou_dn_4: 0.4046 (0.4091)  loss_giou_dn_5: 0.4051 (0.4093)  loss_vfl: 0.6573 (0.6527)  loss_vfl_aux_0: 0.7610 (0.7480)  loss_vfl_aux_1: 0.7023 (0.7035)  loss_vfl_aux_2: 0.6727 (0.6781)  loss_vfl_aux_3: 0.6698 (0.6643)  loss_vfl_aux_4: 0.6670 (0.6568)  loss_vfl_aux_5: 0.7603 (0.7373)  loss_vfl_dn_0: 0.4560 (0.4445)  loss_vfl_dn_1: 0.3855 (0.3787)  loss_vfl_dn_2: 0.3627 (0.3629)  loss_vfl_dn_3: 0.3561 (0.3558)  loss_vfl_dn_4: 0.3514 (0.3534)  loss_vfl_dn_5: 0.3509 (0.3527)  time: 0.4805  data: 0.0139  max mem: 5654
Epoch: [63]  [5500/7393]  eta: 0:15:31  lr: 0.000010  loss: 14.9782 (15.2502)  loss_bbox: 0.1458 (0.1467)  loss_bbox_aux_0: 0.1565 (0.1586)  loss_bbox_aux_1: 0.1494 (0.1512)  loss_bbox_aux_2: 0.1493 (0.1488)  loss_bbox_aux_3: 0.1438 (0.1473)  loss_bbox_aux_4: 0.1488 (0.1468)  loss_bbox_aux_5: 0.1985 (0.1934)  loss_bbox_dn_0: 0.2582 (0.2517)  loss_bbox_dn_1: 0.1742 (0.1832)  loss_bbox_dn_2: 0.1508 (0.1630)  loss_bbox_dn_3: 0.1392 (0.1573)  loss_bbox_dn_4: 0.1365 (0.1560)  loss_bbox_dn_5: 0.1366 (0.1560)  loss_giou: 0.4022 (0.4601)  loss_giou_aux_0: 0.4245 (0.4832)  loss_giou_aux_1: 0.4103 (0.4699)  loss_giou_aux_2: 0.4071 (0.4645)  loss_giou_aux_3: 0.4015 (0.4615)  loss_giou_aux_4: 0.3966 (0.4603)  loss_giou_aux_5: 0.4862 (0.5444)  loss_giou_dn_0: 0.5286 (0.5587)  loss_giou_dn_1: 0.4154 (0.4507)  loss_giou_dn_2: 0.3859 (0.4195)  loss_giou_dn_3: 0.3772 (0.4112)  loss_giou_dn_4: 0.3746 (0.4091)  loss_giou_dn_5: 0.3747 (0.4093)  loss_vfl: 0.6501 (0.6525)  loss_vfl_aux_0: 0.7411 (0.7479)  loss_vfl_aux_1: 0.6836 (0.7034)  loss_vfl_aux_2: 0.6662 (0.6780)  loss_vfl_aux_3: 0.6551 (0.6642)  loss_vfl_aux_4: 0.6603 (0.6566)  loss_vfl_aux_5: 0.7530 (0.7372)  loss_vfl_dn_0: 0.4427 (0.4445)  loss_vfl_dn_1: 0.3736 (0.3787)  loss_vfl_dn_2: 0.3565 (0.3629)  loss_vfl_dn_3: 0.3528 (0.3558)  loss_vfl_dn_4: 0.3490 (0.3533)  loss_vfl_dn_5: 0.3482 (0.3526)  time: 0.4734  data: 0.0139  max mem: 5654
Epoch: [63]  [5600/7393]  eta: 0:14:41  lr: 0.000010  loss: 15.0851 (15.2508)  loss_bbox: 0.1326 (0.1467)  loss_bbox_aux_0: 0.1433 (0.1585)  loss_bbox_aux_1: 0.1373 (0.1512)  loss_bbox_aux_2: 0.1359 (0.1488)  loss_bbox_aux_3: 0.1315 (0.1473)  loss_bbox_aux_4: 0.1328 (0.1468)  loss_bbox_aux_5: 0.1697 (0.1933)  loss_bbox_dn_0: 0.2188 (0.2517)  loss_bbox_dn_1: 0.1652 (0.1831)  loss_bbox_dn_2: 0.1432 (0.1630)  loss_bbox_dn_3: 0.1357 (0.1573)  loss_bbox_dn_4: 0.1338 (0.1559)  loss_bbox_dn_5: 0.1338 (0.1559)  loss_giou: 0.4280 (0.4601)  loss_giou_aux_0: 0.4567 (0.4832)  loss_giou_aux_1: 0.4424 (0.4699)  loss_giou_aux_2: 0.4305 (0.4645)  loss_giou_aux_3: 0.4219 (0.4615)  loss_giou_aux_4: 0.4283 (0.4603)  loss_giou_aux_5: 0.5056 (0.5444)  loss_giou_dn_0: 0.5377 (0.5588)  loss_giou_dn_1: 0.4420 (0.4508)  loss_giou_dn_2: 0.4136 (0.4196)  loss_giou_dn_3: 0.4038 (0.4113)  loss_giou_dn_4: 0.4008 (0.4092)  loss_giou_dn_5: 0.4009 (0.4094)  loss_vfl: 0.6202 (0.6527)  loss_vfl_aux_0: 0.7195 (0.7479)  loss_vfl_aux_1: 0.6925 (0.7035)  loss_vfl_aux_2: 0.6508 (0.6781)  loss_vfl_aux_3: 0.6503 (0.6643)  loss_vfl_aux_4: 0.6417 (0.6567)  loss_vfl_aux_5: 0.7422 (0.7372)  loss_vfl_dn_0: 0.4422 (0.4445)  loss_vfl_dn_1: 0.3791 (0.3788)  loss_vfl_dn_2: 0.3621 (0.3629)  loss_vfl_dn_3: 0.3562 (0.3559)  loss_vfl_dn_4: 0.3535 (0.3534)  loss_vfl_dn_5: 0.3521 (0.3527)  time: 0.4880  data: 0.0138  max mem: 5654
Epoch: [63]  [5700/7393]  eta: 0:13:52  lr: 0.000010  loss: 15.2066 (15.2500)  loss_bbox: 0.1280 (0.1467)  loss_bbox_aux_0: 0.1425 (0.1586)  loss_bbox_aux_1: 0.1340 (0.1512)  loss_bbox_aux_2: 0.1319 (0.1488)  loss_bbox_aux_3: 0.1293 (0.1473)  loss_bbox_aux_4: 0.1265 (0.1468)  loss_bbox_aux_5: 0.1853 (0.1933)  loss_bbox_dn_0: 0.2376 (0.2516)  loss_bbox_dn_1: 0.1590 (0.1830)  loss_bbox_dn_2: 0.1445 (0.1629)  loss_bbox_dn_3: 0.1425 (0.1572)  loss_bbox_dn_4: 0.1407 (0.1559)  loss_bbox_dn_5: 0.1407 (0.1559)  loss_giou: 0.4374 (0.4601)  loss_giou_aux_0: 0.4702 (0.4832)  loss_giou_aux_1: 0.4586 (0.4699)  loss_giou_aux_2: 0.4546 (0.4645)  loss_giou_aux_3: 0.4407 (0.4615)  loss_giou_aux_4: 0.4462 (0.4603)  loss_giou_aux_5: 0.5535 (0.5444)  loss_giou_dn_0: 0.5556 (0.5588)  loss_giou_dn_1: 0.4442 (0.4508)  loss_giou_dn_2: 0.4230 (0.4196)  loss_giou_dn_3: 0.4152 (0.4113)  loss_giou_dn_4: 0.4134 (0.4092)  loss_giou_dn_5: 0.4138 (0.4094)  loss_vfl: 0.6558 (0.6526)  loss_vfl_aux_0: 0.7415 (0.7477)  loss_vfl_aux_1: 0.7312 (0.7033)  loss_vfl_aux_2: 0.6949 (0.6780)  loss_vfl_aux_3: 0.6771 (0.6643)  loss_vfl_aux_4: 0.6659 (0.6567)  loss_vfl_aux_5: 0.7486 (0.7370)  loss_vfl_dn_0: 0.4440 (0.4445)  loss_vfl_dn_1: 0.3810 (0.3788)  loss_vfl_dn_2: 0.3652 (0.3630)  loss_vfl_dn_3: 0.3579 (0.3559)  loss_vfl_dn_4: 0.3559 (0.3534)  loss_vfl_dn_5: 0.3539 (0.3527)  time: 0.4824  data: 0.0147  max mem: 5654
Epoch: [63]  [5800/7393]  eta: 0:13:03  lr: 0.000010  loss: 14.9954 (15.2465)  loss_bbox: 0.1486 (0.1467)  loss_bbox_aux_0: 0.1576 (0.1586)  loss_bbox_aux_1: 0.1508 (0.1513)  loss_bbox_aux_2: 0.1493 (0.1489)  loss_bbox_aux_3: 0.1501 (0.1473)  loss_bbox_aux_4: 0.1486 (0.1468)  loss_bbox_aux_5: 0.1952 (0.1934)  loss_bbox_dn_0: 0.2516 (0.2517)  loss_bbox_dn_1: 0.1856 (0.1832)  loss_bbox_dn_2: 0.1639 (0.1630)  loss_bbox_dn_3: 0.1507 (0.1573)  loss_bbox_dn_4: 0.1463 (0.1560)  loss_bbox_dn_5: 0.1463 (0.1560)  loss_giou: 0.4039 (0.4598)  loss_giou_aux_0: 0.4243 (0.4828)  loss_giou_aux_1: 0.4206 (0.4696)  loss_giou_aux_2: 0.4100 (0.4642)  loss_giou_aux_3: 0.3877 (0.4612)  loss_giou_aux_4: 0.4033 (0.4600)  loss_giou_aux_5: 0.4827 (0.5441)  loss_giou_dn_0: 0.5111 (0.5585)  loss_giou_dn_1: 0.4221 (0.4505)  loss_giou_dn_2: 0.3857 (0.4194)  loss_giou_dn_3: 0.3730 (0.4110)  loss_giou_dn_4: 0.3685 (0.4089)  loss_giou_dn_5: 0.3686 (0.4091)  loss_vfl: 0.6345 (0.6526)  loss_vfl_aux_0: 0.7201 (0.7477)  loss_vfl_aux_1: 0.6860 (0.7033)  loss_vfl_aux_2: 0.6536 (0.6779)  loss_vfl_aux_3: 0.6432 (0.6643)  loss_vfl_aux_4: 0.6378 (0.6567)  loss_vfl_aux_5: 0.7298 (0.7370)  loss_vfl_dn_0: 0.4447 (0.4445)  loss_vfl_dn_1: 0.3692 (0.3787)  loss_vfl_dn_2: 0.3567 (0.3629)  loss_vfl_dn_3: 0.3476 (0.3558)  loss_vfl_dn_4: 0.3439 (0.3533)  loss_vfl_dn_5: 0.3436 (0.3526)  time: 0.4765  data: 0.0141  max mem: 5654
Epoch: [63]  [5900/7393]  eta: 0:12:15  lr: 0.000010  loss: 15.6781 (15.2518)  loss_bbox: 0.1419 (0.1467)  loss_bbox_aux_0: 0.1537 (0.1586)  loss_bbox_aux_1: 0.1453 (0.1512)  loss_bbox_aux_2: 0.1418 (0.1488)  loss_bbox_aux_3: 0.1465 (0.1473)  loss_bbox_aux_4: 0.1406 (0.1468)  loss_bbox_aux_5: 0.1922 (0.1934)  loss_bbox_dn_0: 0.2474 (0.2516)  loss_bbox_dn_1: 0.1724 (0.1831)  loss_bbox_dn_2: 0.1541 (0.1629)  loss_bbox_dn_3: 0.1443 (0.1572)  loss_bbox_dn_4: 0.1437 (0.1559)  loss_bbox_dn_5: 0.1438 (0.1559)  loss_giou: 0.4714 (0.4603)  loss_giou_aux_0: 0.5074 (0.4833)  loss_giou_aux_1: 0.4849 (0.4701)  loss_giou_aux_2: 0.4776 (0.4647)  loss_giou_aux_3: 0.4809 (0.4617)  loss_giou_aux_4: 0.4757 (0.4605)  loss_giou_aux_5: 0.5541 (0.5446)  loss_giou_dn_0: 0.5523 (0.5589)  loss_giou_dn_1: 0.4454 (0.4509)  loss_giou_dn_2: 0.4168 (0.4197)  loss_giou_dn_3: 0.4095 (0.4114)  loss_giou_dn_4: 0.4074 (0.4093)  loss_giou_dn_5: 0.4074 (0.4095)  loss_vfl: 0.6824 (0.6526)  loss_vfl_aux_0: 0.7587 (0.7477)  loss_vfl_aux_1: 0.7223 (0.7033)  loss_vfl_aux_2: 0.6862 (0.6779)  loss_vfl_aux_3: 0.6858 (0.6643)  loss_vfl_aux_4: 0.6869 (0.6567)  loss_vfl_aux_5: 0.7421 (0.7370)  loss_vfl_dn_0: 0.4424 (0.4445)  loss_vfl_dn_1: 0.3774 (0.3788)  loss_vfl_dn_2: 0.3605 (0.3630)  loss_vfl_dn_3: 0.3532 (0.3559)  loss_vfl_dn_4: 0.3510 (0.3534)  loss_vfl_dn_5: 0.3508 (0.3527)  time: 0.4798  data: 0.0142  max mem: 5654
Epoch: [63]  [6000/7393]  eta: 0:11:25  lr: 0.000010  loss: 15.5520 (15.2524)  loss_bbox: 0.1393 (0.1467)  loss_bbox_aux_0: 0.1506 (0.1586)  loss_bbox_aux_1: 0.1474 (0.1513)  loss_bbox_aux_2: 0.1405 (0.1489)  loss_bbox_aux_3: 0.1422 (0.1473)  loss_bbox_aux_4: 0.1412 (0.1468)  loss_bbox_aux_5: 0.2060 (0.1935)  loss_bbox_dn_0: 0.2473 (0.2517)  loss_bbox_dn_1: 0.1870 (0.1832)  loss_bbox_dn_2: 0.1642 (0.1630)  loss_bbox_dn_3: 0.1606 (0.1573)  loss_bbox_dn_4: 0.1619 (0.1560)  loss_bbox_dn_5: 0.1619 (0.1560)  loss_giou: 0.5069 (0.4603)  loss_giou_aux_0: 0.5305 (0.4833)  loss_giou_aux_1: 0.5274 (0.4701)  loss_giou_aux_2: 0.5058 (0.4647)  loss_giou_aux_3: 0.4994 (0.4617)  loss_giou_aux_4: 0.5086 (0.4605)  loss_giou_aux_5: 0.5892 (0.5446)  loss_giou_dn_0: 0.5943 (0.5589)  loss_giou_dn_1: 0.4839 (0.4509)  loss_giou_dn_2: 0.4539 (0.4197)  loss_giou_dn_3: 0.4451 (0.4114)  loss_giou_dn_4: 0.4446 (0.4093)  loss_giou_dn_5: 0.4450 (0.4095)  loss_vfl: 0.6461 (0.6526)  loss_vfl_aux_0: 0.7346 (0.7476)  loss_vfl_aux_1: 0.6973 (0.7031)  loss_vfl_aux_2: 0.6753 (0.6778)  loss_vfl_aux_3: 0.6541 (0.6643)  loss_vfl_aux_4: 0.6478 (0.6566)  loss_vfl_aux_5: 0.7247 (0.7370)  loss_vfl_dn_0: 0.4340 (0.4445)  loss_vfl_dn_1: 0.3773 (0.3787)  loss_vfl_dn_2: 0.3651 (0.3630)  loss_vfl_dn_3: 0.3583 (0.3559)  loss_vfl_dn_4: 0.3567 (0.3534)  loss_vfl_dn_5: 0.3560 (0.3527)  time: 0.4723  data: 0.0136  max mem: 5654
Epoch: [63]  [6100/7393]  eta: 0:10:36  lr: 0.000010  loss: 15.3392 (15.2531)  loss_bbox: 0.1487 (0.1467)  loss_bbox_aux_0: 0.1656 (0.1586)  loss_bbox_aux_1: 0.1574 (0.1512)  loss_bbox_aux_2: 0.1520 (0.1488)  loss_bbox_aux_3: 0.1493 (0.1473)  loss_bbox_aux_4: 0.1483 (0.1468)  loss_bbox_aux_5: 0.1814 (0.1934)  loss_bbox_dn_0: 0.2404 (0.2517)  loss_bbox_dn_1: 0.1758 (0.1831)  loss_bbox_dn_2: 0.1536 (0.1630)  loss_bbox_dn_3: 0.1476 (0.1572)  loss_bbox_dn_4: 0.1473 (0.1559)  loss_bbox_dn_5: 0.1473 (0.1559)  loss_giou: 0.4528 (0.4604)  loss_giou_aux_0: 0.4814 (0.4834)  loss_giou_aux_1: 0.4748 (0.4702)  loss_giou_aux_2: 0.4778 (0.4648)  loss_giou_aux_3: 0.4695 (0.4618)  loss_giou_aux_4: 0.4678 (0.4606)  loss_giou_aux_5: 0.5431 (0.5447)  loss_giou_dn_0: 0.5614 (0.5590)  loss_giou_dn_1: 0.4566 (0.4510)  loss_giou_dn_2: 0.4289 (0.4198)  loss_giou_dn_3: 0.4160 (0.4115)  loss_giou_dn_4: 0.4138 (0.4094)  loss_giou_dn_5: 0.4144 (0.4096)  loss_vfl: 0.6383 (0.6526)  loss_vfl_aux_0: 0.7235 (0.7477)  loss_vfl_aux_1: 0.6715 (0.7031)  loss_vfl_aux_2: 0.6555 (0.6779)  loss_vfl_aux_3: 0.6401 (0.6643)  loss_vfl_aux_4: 0.6312 (0.6567)  loss_vfl_aux_5: 0.7342 (0.7371)  loss_vfl_dn_0: 0.4442 (0.4445)  loss_vfl_dn_1: 0.3777 (0.3788)  loss_vfl_dn_2: 0.3622 (0.3630)  loss_vfl_dn_3: 0.3559 (0.3559)  loss_vfl_dn_4: 0.3533 (0.3534)  loss_vfl_dn_5: 0.3513 (0.3527)  time: 0.4931  data: 0.0140  max mem: 5654
Epoch: [63]  [6200/7393]  eta: 0:09:46  lr: 0.000010  loss: 15.3547 (15.2540)  loss_bbox: 0.1536 (0.1467)  loss_bbox_aux_0: 0.1602 (0.1585)  loss_bbox_aux_1: 0.1483 (0.1513)  loss_bbox_aux_2: 0.1518 (0.1488)  loss_bbox_aux_3: 0.1499 (0.1473)  loss_bbox_aux_4: 0.1484 (0.1468)  loss_bbox_aux_5: 0.1850 (0.1934)  loss_bbox_dn_0: 0.2457 (0.2516)  loss_bbox_dn_1: 0.1778 (0.1830)  loss_bbox_dn_2: 0.1502 (0.1629)  loss_bbox_dn_3: 0.1423 (0.1572)  loss_bbox_dn_4: 0.1398 (0.1559)  loss_bbox_dn_5: 0.1398 (0.1559)  loss_giou: 0.4248 (0.4605)  loss_giou_aux_0: 0.4443 (0.4834)  loss_giou_aux_1: 0.4325 (0.4703)  loss_giou_aux_2: 0.4373 (0.4649)  loss_giou_aux_3: 0.4355 (0.4619)  loss_giou_aux_4: 0.4247 (0.4607)  loss_giou_aux_5: 0.5086 (0.5447)  loss_giou_dn_0: 0.5601 (0.5591)  loss_giou_dn_1: 0.4424 (0.4511)  loss_giou_dn_2: 0.4109 (0.4199)  loss_giou_dn_3: 0.3994 (0.4116)  loss_giou_dn_4: 0.3970 (0.4095)  loss_giou_dn_5: 0.3971 (0.4097)  loss_vfl: 0.6350 (0.6526)  loss_vfl_aux_0: 0.7645 (0.7477)  loss_vfl_aux_1: 0.7163 (0.7031)  loss_vfl_aux_2: 0.6609 (0.6779)  loss_vfl_aux_3: 0.6580 (0.6643)  loss_vfl_aux_4: 0.6487 (0.6567)  loss_vfl_aux_5: 0.7484 (0.7371)  loss_vfl_dn_0: 0.4473 (0.4445)  loss_vfl_dn_1: 0.3837 (0.3788)  loss_vfl_dn_2: 0.3650 (0.3630)  loss_vfl_dn_3: 0.3595 (0.3559)  loss_vfl_dn_4: 0.3582 (0.3534)  loss_vfl_dn_5: 0.3574 (0.3527)  time: 0.4829  data: 0.0144  max mem: 5654
Epoch: [63]  [6300/7393]  eta: 0:08:57  lr: 0.000010  loss: 15.3368 (15.2519)  loss_bbox: 0.1420 (0.1467)  loss_bbox_aux_0: 0.1564 (0.1585)  loss_bbox_aux_1: 0.1495 (0.1512)  loss_bbox_aux_2: 0.1429 (0.1488)  loss_bbox_aux_3: 0.1423 (0.1472)  loss_bbox_aux_4: 0.1421 (0.1467)  loss_bbox_aux_5: 0.1857 (0.1934)  loss_bbox_dn_0: 0.2310 (0.2515)  loss_bbox_dn_1: 0.1733 (0.1830)  loss_bbox_dn_2: 0.1604 (0.1629)  loss_bbox_dn_3: 0.1580 (0.1572)  loss_bbox_dn_4: 0.1569 (0.1558)  loss_bbox_dn_5: 0.1569 (0.1558)  loss_giou: 0.4706 (0.4605)  loss_giou_aux_0: 0.4999 (0.4834)  loss_giou_aux_1: 0.4839 (0.4703)  loss_giou_aux_2: 0.4745 (0.4649)  loss_giou_aux_3: 0.4695 (0.4619)  loss_giou_aux_4: 0.4678 (0.4607)  loss_giou_aux_5: 0.5523 (0.5447)  loss_giou_dn_0: 0.5644 (0.5590)  loss_giou_dn_1: 0.4589 (0.4510)  loss_giou_dn_2: 0.4280 (0.4198)  loss_giou_dn_3: 0.4195 (0.4115)  loss_giou_dn_4: 0.4174 (0.4094)  loss_giou_dn_5: 0.4179 (0.4096)  loss_vfl: 0.6529 (0.6525)  loss_vfl_aux_0: 0.7244 (0.7475)  loss_vfl_aux_1: 0.6989 (0.7030)  loss_vfl_aux_2: 0.6859 (0.6778)  loss_vfl_aux_3: 0.6630 (0.6642)  loss_vfl_aux_4: 0.6555 (0.6565)  loss_vfl_aux_5: 0.7354 (0.7369)  loss_vfl_dn_0: 0.4477 (0.4445)  loss_vfl_dn_1: 0.3821 (0.3787)  loss_vfl_dn_2: 0.3655 (0.3629)  loss_vfl_dn_3: 0.3603 (0.3558)  loss_vfl_dn_4: 0.3584 (0.3534)  loss_vfl_dn_5: 0.3568 (0.3527)  time: 0.4846  data: 0.0142  max mem: 5654
Epoch: [63]  [6400/7393]  eta: 0:08:08  lr: 0.000010  loss: 15.5421 (15.2498)  loss_bbox: 0.1490 (0.1466)  loss_bbox_aux_0: 0.1623 (0.1585)  loss_bbox_aux_1: 0.1584 (0.1512)  loss_bbox_aux_2: 0.1416 (0.1487)  loss_bbox_aux_3: 0.1460 (0.1472)  loss_bbox_aux_4: 0.1457 (0.1467)  loss_bbox_aux_5: 0.2010 (0.1934)  loss_bbox_dn_0: 0.2721 (0.2515)  loss_bbox_dn_1: 0.1912 (0.1830)  loss_bbox_dn_2: 0.1645 (0.1629)  loss_bbox_dn_3: 0.1595 (0.1572)  loss_bbox_dn_4: 0.1601 (0.1558)  loss_bbox_dn_5: 0.1601 (0.1558)  loss_giou: 0.4818 (0.4604)  loss_giou_aux_0: 0.5117 (0.4834)  loss_giou_aux_1: 0.4958 (0.4702)  loss_giou_aux_2: 0.4918 (0.4648)  loss_giou_aux_3: 0.4895 (0.4618)  loss_giou_aux_4: 0.4820 (0.4606)  loss_giou_aux_5: 0.5685 (0.5447)  loss_giou_dn_0: 0.5777 (0.5589)  loss_giou_dn_1: 0.4727 (0.4510)  loss_giou_dn_2: 0.4407 (0.4198)  loss_giou_dn_3: 0.4356 (0.4115)  loss_giou_dn_4: 0.4331 (0.4094)  loss_giou_dn_5: 0.4330 (0.4096)  loss_vfl: 0.6373 (0.6524)  loss_vfl_aux_0: 0.7212 (0.7473)  loss_vfl_aux_1: 0.6667 (0.7029)  loss_vfl_aux_2: 0.6611 (0.6777)  loss_vfl_aux_3: 0.6254 (0.6641)  loss_vfl_aux_4: 0.6472 (0.6564)  loss_vfl_aux_5: 0.7093 (0.7367)  loss_vfl_dn_0: 0.4503 (0.4444)  loss_vfl_dn_1: 0.3861 (0.3787)  loss_vfl_dn_2: 0.3663 (0.3629)  loss_vfl_dn_3: 0.3616 (0.3558)  loss_vfl_dn_4: 0.3606 (0.3533)  loss_vfl_dn_5: 0.3597 (0.3526)  time: 0.4754  data: 0.0140  max mem: 5654
Epoch: [63]  [6500/7393]  eta: 0:07:19  lr: 0.000010  loss: 15.2035 (15.2550)  loss_bbox: 0.1471 (0.1467)  loss_bbox_aux_0: 0.1602 (0.1586)  loss_bbox_aux_1: 0.1462 (0.1513)  loss_bbox_aux_2: 0.1550 (0.1488)  loss_bbox_aux_3: 0.1451 (0.1473)  loss_bbox_aux_4: 0.1529 (0.1468)  loss_bbox_aux_5: 0.1857 (0.1935)  loss_bbox_dn_0: 0.2569 (0.2517)  loss_bbox_dn_1: 0.1757 (0.1831)  loss_bbox_dn_2: 0.1465 (0.1630)  loss_bbox_dn_3: 0.1451 (0.1573)  loss_bbox_dn_4: 0.1422 (0.1559)  loss_bbox_dn_5: 0.1422 (0.1560)  loss_giou: 0.4669 (0.4607)  loss_giou_aux_0: 0.4877 (0.4836)  loss_giou_aux_1: 0.4853 (0.4705)  loss_giou_aux_2: 0.4775 (0.4650)  loss_giou_aux_3: 0.4714 (0.4621)  loss_giou_aux_4: 0.4668 (0.4609)  loss_giou_aux_5: 0.5677 (0.5449)  loss_giou_dn_0: 0.5719 (0.5592)  loss_giou_dn_1: 0.4662 (0.4512)  loss_giou_dn_2: 0.4214 (0.4200)  loss_giou_dn_3: 0.4140 (0.4117)  loss_giou_dn_4: 0.4147 (0.4096)  loss_giou_dn_5: 0.4160 (0.4098)  loss_vfl: 0.6594 (0.6524)  loss_vfl_aux_0: 0.7350 (0.7473)  loss_vfl_aux_1: 0.6822 (0.7029)  loss_vfl_aux_2: 0.6791 (0.6778)  loss_vfl_aux_3: 0.6736 (0.6641)  loss_vfl_aux_4: 0.6639 (0.6564)  loss_vfl_aux_5: 0.7237 (0.7367)  loss_vfl_dn_0: 0.4465 (0.4445)  loss_vfl_dn_1: 0.3830 (0.3787)  loss_vfl_dn_2: 0.3656 (0.3629)  loss_vfl_dn_3: 0.3614 (0.3559)  loss_vfl_dn_4: 0.3592 (0.3534)  loss_vfl_dn_5: 0.3573 (0.3527)  time: 0.4777  data: 0.0143  max mem: 5654
Epoch: [63]  [6600/7393]  eta: 0:06:30  lr: 0.000010  loss: 15.0769 (15.2537)  loss_bbox: 0.1278 (0.1468)  loss_bbox_aux_0: 0.1412 (0.1586)  loss_bbox_aux_1: 0.1395 (0.1513)  loss_bbox_aux_2: 0.1342 (0.1489)  loss_bbox_aux_3: 0.1319 (0.1473)  loss_bbox_aux_4: 0.1277 (0.1468)  loss_bbox_aux_5: 0.1696 (0.1935)  loss_bbox_dn_0: 0.2381 (0.2518)  loss_bbox_dn_1: 0.1787 (0.1832)  loss_bbox_dn_2: 0.1579 (0.1631)  loss_bbox_dn_3: 0.1536 (0.1574)  loss_bbox_dn_4: 0.1531 (0.1560)  loss_bbox_dn_5: 0.1531 (0.1561)  loss_giou: 0.4446 (0.4604)  loss_giou_aux_0: 0.4495 (0.4834)  loss_giou_aux_1: 0.4456 (0.4703)  loss_giou_aux_2: 0.4364 (0.4648)  loss_giou_aux_3: 0.4465 (0.4618)  loss_giou_aux_4: 0.4465 (0.4606)  loss_giou_aux_5: 0.5043 (0.5446)  loss_giou_dn_0: 0.5285 (0.5589)  loss_giou_dn_1: 0.4324 (0.4510)  loss_giou_dn_2: 0.4086 (0.4198)  loss_giou_dn_3: 0.4000 (0.4115)  loss_giou_dn_4: 0.4011 (0.4094)  loss_giou_dn_5: 0.4013 (0.4096)  loss_vfl: 0.6374 (0.6525)  loss_vfl_aux_0: 0.7305 (0.7476)  loss_vfl_aux_1: 0.6686 (0.7030)  loss_vfl_aux_2: 0.6684 (0.6780)  loss_vfl_aux_3: 0.6462 (0.6643)  loss_vfl_aux_4: 0.6325 (0.6566)  loss_vfl_aux_5: 0.7097 (0.7369)  loss_vfl_dn_0: 0.4372 (0.4445)  loss_vfl_dn_1: 0.3702 (0.3787)  loss_vfl_dn_2: 0.3614 (0.3629)  loss_vfl_dn_3: 0.3540 (0.3558)  loss_vfl_dn_4: 0.3484 (0.3534)  loss_vfl_dn_5: 0.3467 (0.3527)  time: 0.4746  data: 0.0140  max mem: 5654
Epoch: [63]  [6700/7393]  eta: 0:05:40  lr: 0.000010  loss: 14.8890 (15.2494)  loss_bbox: 0.1332 (0.1468)  loss_bbox_aux_0: 0.1516 (0.1586)  loss_bbox_aux_1: 0.1322 (0.1514)  loss_bbox_aux_2: 0.1380 (0.1489)  loss_bbox_aux_3: 0.1352 (0.1473)  loss_bbox_aux_4: 0.1325 (0.1468)  loss_bbox_aux_5: 0.1850 (0.1936)  loss_bbox_dn_0: 0.2287 (0.2517)  loss_bbox_dn_1: 0.1649 (0.1832)  loss_bbox_dn_2: 0.1510 (0.1630)  loss_bbox_dn_3: 0.1443 (0.1573)  loss_bbox_dn_4: 0.1423 (0.1560)  loss_bbox_dn_5: 0.1424 (0.1560)  loss_giou: 0.4476 (0.4603)  loss_giou_aux_0: 0.4618 (0.4832)  loss_giou_aux_1: 0.4426 (0.4701)  loss_giou_aux_2: 0.4405 (0.4647)  loss_giou_aux_3: 0.4455 (0.4617)  loss_giou_aux_4: 0.4473 (0.4605)  loss_giou_aux_5: 0.5266 (0.5445)  loss_giou_dn_0: 0.5360 (0.5587)  loss_giou_dn_1: 0.4345 (0.4508)  loss_giou_dn_2: 0.4030 (0.4196)  loss_giou_dn_3: 0.3948 (0.4113)  loss_giou_dn_4: 0.3950 (0.4092)  loss_giou_dn_5: 0.3956 (0.4094)  loss_vfl: 0.6281 (0.6523)  loss_vfl_aux_0: 0.7340 (0.7474)  loss_vfl_aux_1: 0.6869 (0.7027)  loss_vfl_aux_2: 0.6469 (0.6777)  loss_vfl_aux_3: 0.6473 (0.6640)  loss_vfl_aux_4: 0.6383 (0.6564)  loss_vfl_aux_5: 0.7059 (0.7367)  loss_vfl_dn_0: 0.4464 (0.4445)  loss_vfl_dn_1: 0.3784 (0.3787)  loss_vfl_dn_2: 0.3617 (0.3628)  loss_vfl_dn_3: 0.3559 (0.3558)  loss_vfl_dn_4: 0.3499 (0.3533)  loss_vfl_dn_5: 0.3501 (0.3526)  time: 0.4851  data: 0.0139  max mem: 5654
Epoch: [63]  [6800/7393]  eta: 0:04:51  lr: 0.000010  loss: 15.5063 (15.2473)  loss_bbox: 0.1467 (0.1468)  loss_bbox_aux_0: 0.1494 (0.1586)  loss_bbox_aux_1: 0.1475 (0.1513)  loss_bbox_aux_2: 0.1446 (0.1489)  loss_bbox_aux_3: 0.1433 (0.1473)  loss_bbox_aux_4: 0.1464 (0.1468)  loss_bbox_aux_5: 0.1773 (0.1936)  loss_bbox_dn_0: 0.2447 (0.2518)  loss_bbox_dn_1: 0.1811 (0.1832)  loss_bbox_dn_2: 0.1595 (0.1631)  loss_bbox_dn_3: 0.1507 (0.1574)  loss_bbox_dn_4: 0.1486 (0.1560)  loss_bbox_dn_5: 0.1486 (0.1560)  loss_giou: 0.4451 (0.4601)  loss_giou_aux_0: 0.4528 (0.4829)  loss_giou_aux_1: 0.4514 (0.4699)  loss_giou_aux_2: 0.4462 (0.4644)  loss_giou_aux_3: 0.4457 (0.4615)  loss_giou_aux_4: 0.4448 (0.4603)  loss_giou_aux_5: 0.5243 (0.5442)  loss_giou_dn_0: 0.5430 (0.5586)  loss_giou_dn_1: 0.4300 (0.4506)  loss_giou_dn_2: 0.4105 (0.4194)  loss_giou_dn_3: 0.3986 (0.4111)  loss_giou_dn_4: 0.3968 (0.4090)  loss_giou_dn_5: 0.3977 (0.4092)  loss_vfl: 0.6546 (0.6524)  loss_vfl_aux_0: 0.7521 (0.7475)  loss_vfl_aux_1: 0.7057 (0.7028)  loss_vfl_aux_2: 0.6800 (0.6778)  loss_vfl_aux_3: 0.6582 (0.6641)  loss_vfl_aux_4: 0.6604 (0.6564)  loss_vfl_aux_5: 0.7188 (0.7368)  loss_vfl_dn_0: 0.4445 (0.4444)  loss_vfl_dn_1: 0.3816 (0.3787)  loss_vfl_dn_2: 0.3647 (0.3628)  loss_vfl_dn_3: 0.3571 (0.3557)  loss_vfl_dn_4: 0.3564 (0.3533)  loss_vfl_dn_5: 0.3556 (0.3526)  time: 0.4928  data: 0.0142  max mem: 5654
Epoch: [63]  [6900/7393]  eta: 0:04:02  lr: 0.000010  loss: 15.1279 (15.2503)  loss_bbox: 0.1453 (0.1467)  loss_bbox_aux_0: 0.1490 (0.1586)  loss_bbox_aux_1: 0.1517 (0.1513)  loss_bbox_aux_2: 0.1423 (0.1488)  loss_bbox_aux_3: 0.1397 (0.1473)  loss_bbox_aux_4: 0.1450 (0.1468)  loss_bbox_aux_5: 0.1774 (0.1935)  loss_bbox_dn_0: 0.2252 (0.2518)  loss_bbox_dn_1: 0.1628 (0.1832)  loss_bbox_dn_2: 0.1481 (0.1630)  loss_bbox_dn_3: 0.1445 (0.1573)  loss_bbox_dn_4: 0.1413 (0.1559)  loss_bbox_dn_5: 0.1413 (0.1560)  loss_giou: 0.4823 (0.4605)  loss_giou_aux_0: 0.5069 (0.4832)  loss_giou_aux_1: 0.5061 (0.4703)  loss_giou_aux_2: 0.4919 (0.4648)  loss_giou_aux_3: 0.4831 (0.4618)  loss_giou_aux_4: 0.4822 (0.4606)  loss_giou_aux_5: 0.5608 (0.5445)  loss_giou_dn_0: 0.5670 (0.5588)  loss_giou_dn_1: 0.4610 (0.4508)  loss_giou_dn_2: 0.4310 (0.4196)  loss_giou_dn_3: 0.4203 (0.4113)  loss_giou_dn_4: 0.4184 (0.4092)  loss_giou_dn_5: 0.4191 (0.4094)  loss_vfl: 0.6320 (0.6524)  loss_vfl_aux_0: 0.7253 (0.7475)  loss_vfl_aux_1: 0.6662 (0.7027)  loss_vfl_aux_2: 0.6492 (0.6778)  loss_vfl_aux_3: 0.6342 (0.6641)  loss_vfl_aux_4: 0.6282 (0.6564)  loss_vfl_aux_5: 0.7074 (0.7367)  loss_vfl_dn_0: 0.4357 (0.4444)  loss_vfl_dn_1: 0.3766 (0.3787)  loss_vfl_dn_2: 0.3636 (0.3629)  loss_vfl_dn_3: 0.3563 (0.3558)  loss_vfl_dn_4: 0.3556 (0.3533)  loss_vfl_dn_5: 0.3551 (0.3526)  time: 0.4797  data: 0.0139  max mem: 5654
Epoch: [63]  [7000/7393]  eta: 0:03:13  lr: 0.000010  loss: 15.2727 (15.2500)  loss_bbox: 0.1546 (0.1467)  loss_bbox_aux_0: 0.1518 (0.1586)  loss_bbox_aux_1: 0.1602 (0.1513)  loss_bbox_aux_2: 0.1556 (0.1488)  loss_bbox_aux_3: 0.1551 (0.1473)  loss_bbox_aux_4: 0.1543 (0.1468)  loss_bbox_aux_5: 0.1850 (0.1935)  loss_bbox_dn_0: 0.2327 (0.2517)  loss_bbox_dn_1: 0.1676 (0.1831)  loss_bbox_dn_2: 0.1458 (0.1630)  loss_bbox_dn_3: 0.1412 (0.1573)  loss_bbox_dn_4: 0.1413 (0.1559)  loss_bbox_dn_5: 0.1413 (0.1559)  loss_giou: 0.4330 (0.4605)  loss_giou_aux_0: 0.4585 (0.4832)  loss_giou_aux_1: 0.4433 (0.4703)  loss_giou_aux_2: 0.4458 (0.4648)  loss_giou_aux_3: 0.4380 (0.4619)  loss_giou_aux_4: 0.4313 (0.4607)  loss_giou_aux_5: 0.5011 (0.5445)  loss_giou_dn_0: 0.5365 (0.5588)  loss_giou_dn_1: 0.4360 (0.4509)  loss_giou_dn_2: 0.4097 (0.4197)  loss_giou_dn_3: 0.4019 (0.4114)  loss_giou_dn_4: 0.4025 (0.4093)  loss_giou_dn_5: 0.4027 (0.4095)  loss_vfl: 0.6625 (0.6523)  loss_vfl_aux_0: 0.7527 (0.7473)  loss_vfl_aux_1: 0.7276 (0.7027)  loss_vfl_aux_2: 0.7008 (0.6777)  loss_vfl_aux_3: 0.6861 (0.6640)  loss_vfl_aux_4: 0.6705 (0.6563)  loss_vfl_aux_5: 0.7712 (0.7366)  loss_vfl_dn_0: 0.4469 (0.4444)  loss_vfl_dn_1: 0.3865 (0.3787)  loss_vfl_dn_2: 0.3752 (0.3629)  loss_vfl_dn_3: 0.3673 (0.3558)  loss_vfl_dn_4: 0.3646 (0.3533)  loss_vfl_dn_5: 0.3639 (0.3526)  time: 0.4874  data: 0.0140  max mem: 5654
Epoch: [63]  [7100/7393]  eta: 0:02:24  lr: 0.000010  loss: 15.4198 (15.2503)  loss_bbox: 0.1353 (0.1466)  loss_bbox_aux_0: 0.1482 (0.1585)  loss_bbox_aux_1: 0.1414 (0.1513)  loss_bbox_aux_2: 0.1364 (0.1488)  loss_bbox_aux_3: 0.1362 (0.1472)  loss_bbox_aux_4: 0.1353 (0.1467)  loss_bbox_aux_5: 0.1769 (0.1934)  loss_bbox_dn_0: 0.2433 (0.2516)  loss_bbox_dn_1: 0.1744 (0.1831)  loss_bbox_dn_2: 0.1537 (0.1630)  loss_bbox_dn_3: 0.1510 (0.1573)  loss_bbox_dn_4: 0.1479 (0.1559)  loss_bbox_dn_5: 0.1479 (0.1559)  loss_giou: 0.4591 (0.4606)  loss_giou_aux_0: 0.4682 (0.4833)  loss_giou_aux_1: 0.4582 (0.4703)  loss_giou_aux_2: 0.4617 (0.4649)  loss_giou_aux_3: 0.4655 (0.4620)  loss_giou_aux_4: 0.4627 (0.4608)  loss_giou_aux_5: 0.5234 (0.5446)  loss_giou_dn_0: 0.5675 (0.5589)  loss_giou_dn_1: 0.4597 (0.4509)  loss_giou_dn_2: 0.4249 (0.4197)  loss_giou_dn_3: 0.4169 (0.4114)  loss_giou_dn_4: 0.4165 (0.4094)  loss_giou_dn_5: 0.4166 (0.4096)  loss_vfl: 0.6407 (0.6523)  loss_vfl_aux_0: 0.7184 (0.7474)  loss_vfl_aux_1: 0.6806 (0.7027)  loss_vfl_aux_2: 0.6594 (0.6777)  loss_vfl_aux_3: 0.6477 (0.6640)  loss_vfl_aux_4: 0.6476 (0.6563)  loss_vfl_aux_5: 0.7185 (0.7366)  loss_vfl_dn_0: 0.4425 (0.4444)  loss_vfl_dn_1: 0.3781 (0.3787)  loss_vfl_dn_2: 0.3616 (0.3629)  loss_vfl_dn_3: 0.3552 (0.3558)  loss_vfl_dn_4: 0.3549 (0.3534)  loss_vfl_dn_5: 0.3538 (0.3527)  time: 0.4858  data: 0.0141  max mem: 5654
Epoch: [63]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.2610 (15.2506)  loss_bbox: 0.1442 (0.1466)  loss_bbox_aux_0: 0.1565 (0.1584)  loss_bbox_aux_1: 0.1498 (0.1512)  loss_bbox_aux_2: 0.1479 (0.1488)  loss_bbox_aux_3: 0.1443 (0.1472)  loss_bbox_aux_4: 0.1459 (0.1467)  loss_bbox_aux_5: 0.1905 (0.1934)  loss_bbox_dn_0: 0.2501 (0.2516)  loss_bbox_dn_1: 0.1933 (0.1830)  loss_bbox_dn_2: 0.1709 (0.1629)  loss_bbox_dn_3: 0.1650 (0.1572)  loss_bbox_dn_4: 0.1675 (0.1559)  loss_bbox_dn_5: 0.1675 (0.1559)  loss_giou: 0.4219 (0.4606)  loss_giou_aux_0: 0.4355 (0.4832)  loss_giou_aux_1: 0.4114 (0.4703)  loss_giou_aux_2: 0.4050 (0.4649)  loss_giou_aux_3: 0.4250 (0.4619)  loss_giou_aux_4: 0.4178 (0.4607)  loss_giou_aux_5: 0.5054 (0.5446)  loss_giou_dn_0: 0.5331 (0.5589)  loss_giou_dn_1: 0.4149 (0.4509)  loss_giou_dn_2: 0.3850 (0.4197)  loss_giou_dn_3: 0.3796 (0.4114)  loss_giou_dn_4: 0.3802 (0.4093)  loss_giou_dn_5: 0.3805 (0.4095)  loss_vfl: 0.6473 (0.6524)  loss_vfl_aux_0: 0.7505 (0.7475)  loss_vfl_aux_1: 0.7105 (0.7028)  loss_vfl_aux_2: 0.6762 (0.6778)  loss_vfl_aux_3: 0.6581 (0.6641)  loss_vfl_aux_4: 0.6496 (0.6564)  loss_vfl_aux_5: 0.7305 (0.7368)  loss_vfl_dn_0: 0.4411 (0.4444)  loss_vfl_dn_1: 0.3779 (0.3787)  loss_vfl_dn_2: 0.3600 (0.3629)  loss_vfl_dn_3: 0.3505 (0.3558)  loss_vfl_dn_4: 0.3492 (0.3533)  loss_vfl_dn_5: 0.3481 (0.3526)  time: 0.4707  data: 0.0142  max mem: 5654
Epoch: [63]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.6724 (15.2517)  loss_bbox: 0.1533 (0.1466)  loss_bbox_aux_0: 0.1604 (0.1584)  loss_bbox_aux_1: 0.1563 (0.1512)  loss_bbox_aux_2: 0.1524 (0.1487)  loss_bbox_aux_3: 0.1575 (0.1472)  loss_bbox_aux_4: 0.1533 (0.1467)  loss_bbox_aux_5: 0.1916 (0.1933)  loss_bbox_dn_0: 0.2593 (0.2516)  loss_bbox_dn_1: 0.1774 (0.1830)  loss_bbox_dn_2: 0.1540 (0.1629)  loss_bbox_dn_3: 0.1537 (0.1572)  loss_bbox_dn_4: 0.1527 (0.1558)  loss_bbox_dn_5: 0.1527 (0.1559)  loss_giou: 0.4737 (0.4606)  loss_giou_aux_0: 0.4891 (0.4832)  loss_giou_aux_1: 0.4651 (0.4702)  loss_giou_aux_2: 0.4651 (0.4648)  loss_giou_aux_3: 0.4786 (0.4619)  loss_giou_aux_4: 0.4682 (0.4607)  loss_giou_aux_5: 0.5362 (0.5445)  loss_giou_dn_0: 0.5703 (0.5589)  loss_giou_dn_1: 0.4659 (0.4509)  loss_giou_dn_2: 0.4368 (0.4197)  loss_giou_dn_3: 0.4345 (0.4114)  loss_giou_dn_4: 0.4357 (0.4094)  loss_giou_dn_5: 0.4357 (0.4096)  loss_vfl: 0.6393 (0.6526)  loss_vfl_aux_0: 0.7419 (0.7478)  loss_vfl_aux_1: 0.7049 (0.7031)  loss_vfl_aux_2: 0.6730 (0.6781)  loss_vfl_aux_3: 0.6618 (0.6643)  loss_vfl_aux_4: 0.6483 (0.6566)  loss_vfl_aux_5: 0.7472 (0.7371)  loss_vfl_dn_0: 0.4428 (0.4444)  loss_vfl_dn_1: 0.3787 (0.3787)  loss_vfl_dn_2: 0.3617 (0.3629)  loss_vfl_dn_3: 0.3556 (0.3558)  loss_vfl_dn_4: 0.3530 (0.3533)  loss_vfl_dn_5: 0.3527 (0.3526)  time: 0.4768  data: 0.0153  max mem: 5654
Epoch: [63]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.0578 (15.2506)  loss_bbox: 0.1535 (0.1466)  loss_bbox_aux_0: 0.1604 (0.1584)  loss_bbox_aux_1: 0.1588 (0.1513)  loss_bbox_aux_2: 0.1528 (0.1488)  loss_bbox_aux_3: 0.1557 (0.1472)  loss_bbox_aux_4: 0.1535 (0.1467)  loss_bbox_aux_5: 0.1926 (0.1933)  loss_bbox_dn_0: 0.2408 (0.2516)  loss_bbox_dn_1: 0.1772 (0.1830)  loss_bbox_dn_2: 0.1601 (0.1629)  loss_bbox_dn_3: 0.1524 (0.1572)  loss_bbox_dn_4: 0.1496 (0.1558)  loss_bbox_dn_5: 0.1513 (0.1559)  loss_giou: 0.4299 (0.4606)  loss_giou_aux_0: 0.4623 (0.4832)  loss_giou_aux_1: 0.4600 (0.4702)  loss_giou_aux_2: 0.4494 (0.4648)  loss_giou_aux_3: 0.4412 (0.4619)  loss_giou_aux_4: 0.4321 (0.4607)  loss_giou_aux_5: 0.5365 (0.5444)  loss_giou_dn_0: 0.5536 (0.5589)  loss_giou_dn_1: 0.4398 (0.4509)  loss_giou_dn_2: 0.4080 (0.4197)  loss_giou_dn_3: 0.3971 (0.4114)  loss_giou_dn_4: 0.3962 (0.4093)  loss_giou_dn_5: 0.3963 (0.4095)  loss_vfl: 0.6235 (0.6525)  loss_vfl_aux_0: 0.6937 (0.7477)  loss_vfl_aux_1: 0.6501 (0.7030)  loss_vfl_aux_2: 0.6409 (0.6779)  loss_vfl_aux_3: 0.6417 (0.6642)  loss_vfl_aux_4: 0.6284 (0.6565)  loss_vfl_aux_5: 0.6874 (0.7371)  loss_vfl_dn_0: 0.4471 (0.4444)  loss_vfl_dn_1: 0.3802 (0.3787)  loss_vfl_dn_2: 0.3608 (0.3628)  loss_vfl_dn_3: 0.3544 (0.3558)  loss_vfl_dn_4: 0.3512 (0.3533)  loss_vfl_dn_5: 0.3510 (0.3526)  time: 0.4730  data: 0.0140  max mem: 5654
Epoch: [63] Total time: 1:00:37 (0.4920 s / it)
Averaged stats: lr: 0.000010  loss: 15.0578 (15.2506)  loss_bbox: 0.1535 (0.1466)  loss_bbox_aux_0: 0.1604 (0.1584)  loss_bbox_aux_1: 0.1588 (0.1513)  loss_bbox_aux_2: 0.1528 (0.1488)  loss_bbox_aux_3: 0.1557 (0.1472)  loss_bbox_aux_4: 0.1535 (0.1467)  loss_bbox_aux_5: 0.1926 (0.1933)  loss_bbox_dn_0: 0.2408 (0.2516)  loss_bbox_dn_1: 0.1772 (0.1830)  loss_bbox_dn_2: 0.1601 (0.1629)  loss_bbox_dn_3: 0.1524 (0.1572)  loss_bbox_dn_4: 0.1496 (0.1558)  loss_bbox_dn_5: 0.1513 (0.1559)  loss_giou: 0.4299 (0.4606)  loss_giou_aux_0: 0.4623 (0.4832)  loss_giou_aux_1: 0.4600 (0.4702)  loss_giou_aux_2: 0.4494 (0.4648)  loss_giou_aux_3: 0.4412 (0.4619)  loss_giou_aux_4: 0.4321 (0.4607)  loss_giou_aux_5: 0.5365 (0.5444)  loss_giou_dn_0: 0.5536 (0.5589)  loss_giou_dn_1: 0.4398 (0.4509)  loss_giou_dn_2: 0.4080 (0.4197)  loss_giou_dn_3: 0.3971 (0.4114)  loss_giou_dn_4: 0.3962 (0.4093)  loss_giou_dn_5: 0.3963 (0.4095)  loss_vfl: 0.6235 (0.6525)  loss_vfl_aux_0: 0.6937 (0.7477)  loss_vfl_aux_1: 0.6501 (0.7030)  loss_vfl_aux_2: 0.6409 (0.6779)  loss_vfl_aux_3: 0.6417 (0.6642)  loss_vfl_aux_4: 0.6284 (0.6565)  loss_vfl_aux_5: 0.6874 (0.7371)  loss_vfl_dn_0: 0.4471 (0.4444)  loss_vfl_dn_1: 0.3802 (0.3787)  loss_vfl_dn_2: 0.3608 (0.3628)  loss_vfl_dn_3: 0.3544 (0.3558)  loss_vfl_dn_4: 0.3512 (0.3533)  loss_vfl_dn_5: 0.3510 (0.3526)
Test:  [  0/157]  eta: 0:04:47    time: 1.8341  data: 1.4090  max mem: 5654
Test:  [ 10/157]  eta: 0:01:18    time: 0.5332  data: 0.1508  max mem: 5654
Test:  [ 20/157]  eta: 0:01:50    time: 0.7580  data: 0.0255  max mem: 5654
Test:  [ 30/157]  eta: 0:01:25    time: 0.7502  data: 0.0262  max mem: 5654
Test:  [ 40/157]  eta: 0:01:10    time: 0.3902  data: 0.0264  max mem: 5654
Test:  [ 50/157]  eta: 0:01:00    time: 0.3963  data: 0.0267  max mem: 5654
Test:  [ 60/157]  eta: 0:00:52    time: 0.4006  data: 0.0268  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.3943  data: 0.0266  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.3980  data: 0.0267  max mem: 5654
Test:  [ 90/157]  eta: 0:00:33    time: 0.4097  data: 0.0274  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3990  data: 0.0275  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3967  data: 0.0267  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3948  data: 0.0271  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3900  data: 0.0267  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.6831  data: 0.0262  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6683  data: 0.0262  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3615  data: 0.0248  max mem: 5654
Test: Total time: 0:01:16 (0.4874 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=34.35s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.531
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.712
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.574
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.356
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.576
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.712
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.391
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.656
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.723
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.553
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.770
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
best_stat:  {'epoch': 62, 'coco_eval_bbox': 0.5319983068652298}
Epoch: [64]  [   0/7393]  eta: 1 day, 3:05:03  lr: 0.000010  loss: 17.1957 (17.1957)  loss_bbox: 0.1737 (0.1737)  loss_bbox_aux_0: 0.1859 (0.1859)  loss_bbox_aux_1: 0.1727 (0.1727)  loss_bbox_aux_2: 0.1825 (0.1825)  loss_bbox_aux_3: 0.1736 (0.1736)  loss_bbox_aux_4: 0.1738 (0.1738)  loss_bbox_aux_5: 0.2074 (0.2074)  loss_bbox_dn_0: 0.2135 (0.2135)  loss_bbox_dn_1: 0.1729 (0.1729)  loss_bbox_dn_2: 0.1599 (0.1599)  loss_bbox_dn_3: 0.1552 (0.1552)  loss_bbox_dn_4: 0.1549 (0.1549)  loss_bbox_dn_5: 0.1548 (0.1548)  loss_giou: 0.5410 (0.5410)  loss_giou_aux_0: 0.5394 (0.5394)  loss_giou_aux_1: 0.5337 (0.5337)  loss_giou_aux_2: 0.5439 (0.5439)  loss_giou_aux_3: 0.5414 (0.5414)  loss_giou_aux_4: 0.5413 (0.5413)  loss_giou_aux_5: 0.6194 (0.6194)  loss_giou_dn_0: 0.6690 (0.6690)  loss_giou_dn_1: 0.5652 (0.5652)  loss_giou_dn_2: 0.5342 (0.5342)  loss_giou_dn_3: 0.5232 (0.5232)  loss_giou_dn_4: 0.5203 (0.5203)  loss_giou_dn_5: 0.5203 (0.5203)  loss_vfl: 0.7097 (0.7097)  loss_vfl_aux_0: 0.8088 (0.8088)  loss_vfl_aux_1: 0.7839 (0.7839)  loss_vfl_aux_2: 0.7405 (0.7405)  loss_vfl_aux_3: 0.7298 (0.7298)  loss_vfl_aux_4: 0.7108 (0.7108)  loss_vfl_aux_5: 0.7420 (0.7420)  loss_vfl_dn_0: 0.4717 (0.4717)  loss_vfl_dn_1: 0.4184 (0.4184)  loss_vfl_dn_2: 0.4030 (0.4030)  loss_vfl_dn_3: 0.4030 (0.4030)  loss_vfl_dn_4: 0.4010 (0.4010)  loss_vfl_dn_5: 0.4001 (0.4001)  time: 13.1886  data: 3.6568  max mem: 5654
Epoch: [64]  [ 100/7393]  eta: 1:13:40  lr: 0.000010  loss: 15.5768 (15.3773)  loss_bbox: 0.1372 (0.1473)  loss_bbox_aux_0: 0.1439 (0.1565)  loss_bbox_aux_1: 0.1408 (0.1514)  loss_bbox_aux_2: 0.1398 (0.1481)  loss_bbox_aux_3: 0.1396 (0.1466)  loss_bbox_aux_4: 0.1360 (0.1477)  loss_bbox_aux_5: 0.1665 (0.1892)  loss_bbox_dn_0: 0.2017 (0.2500)  loss_bbox_dn_1: 0.1675 (0.1824)  loss_bbox_dn_2: 0.1372 (0.1622)  loss_bbox_dn_3: 0.1350 (0.1567)  loss_bbox_dn_4: 0.1372 (0.1554)  loss_bbox_dn_5: 0.1372 (0.1554)  loss_giou: 0.4946 (0.4778)  loss_giou_aux_0: 0.5271 (0.4998)  loss_giou_aux_1: 0.5084 (0.4883)  loss_giou_aux_2: 0.4987 (0.4819)  loss_giou_aux_3: 0.5002 (0.4783)  loss_giou_aux_4: 0.4945 (0.4783)  loss_giou_aux_5: 0.5729 (0.5571)  loss_giou_dn_0: 0.5702 (0.5741)  loss_giou_dn_1: 0.4538 (0.4651)  loss_giou_dn_2: 0.4321 (0.4332)  loss_giou_dn_3: 0.4275 (0.4250)  loss_giou_dn_4: 0.4230 (0.4231)  loss_giou_dn_5: 0.4226 (0.4234)  loss_vfl: 0.6537 (0.6399)  loss_vfl_aux_0: 0.7479 (0.7403)  loss_vfl_aux_1: 0.6844 (0.6880)  loss_vfl_aux_2: 0.6706 (0.6681)  loss_vfl_aux_3: 0.6624 (0.6538)  loss_vfl_aux_4: 0.6557 (0.6422)  loss_vfl_aux_5: 0.7343 (0.7304)  loss_vfl_dn_0: 0.4477 (0.4435)  loss_vfl_dn_1: 0.3901 (0.3805)  loss_vfl_dn_2: 0.3728 (0.3655)  loss_vfl_dn_3: 0.3701 (0.3588)  loss_vfl_dn_4: 0.3668 (0.3563)  loss_vfl_dn_5: 0.3640 (0.3555)  time: 0.4764  data: 0.0145  max mem: 5654
Epoch: [64]  [ 200/7393]  eta: 1:05:04  lr: 0.000010  loss: 14.8971 (15.2515)  loss_bbox: 0.1501 (0.1467)  loss_bbox_aux_0: 0.1533 (0.1575)  loss_bbox_aux_1: 0.1484 (0.1513)  loss_bbox_aux_2: 0.1484 (0.1485)  loss_bbox_aux_3: 0.1450 (0.1469)  loss_bbox_aux_4: 0.1471 (0.1468)  loss_bbox_aux_5: 0.1831 (0.1915)  loss_bbox_dn_0: 0.2525 (0.2499)  loss_bbox_dn_1: 0.1797 (0.1822)  loss_bbox_dn_2: 0.1551 (0.1626)  loss_bbox_dn_3: 0.1520 (0.1569)  loss_bbox_dn_4: 0.1494 (0.1557)  loss_bbox_dn_5: 0.1495 (0.1557)  loss_giou: 0.4798 (0.4710)  loss_giou_aux_0: 0.5029 (0.4920)  loss_giou_aux_1: 0.4823 (0.4807)  loss_giou_aux_2: 0.4832 (0.4749)  loss_giou_aux_3: 0.4798 (0.4716)  loss_giou_aux_4: 0.4802 (0.4710)  loss_giou_aux_5: 0.5246 (0.5507)  loss_giou_dn_0: 0.5403 (0.5643)  loss_giou_dn_1: 0.4246 (0.4560)  loss_giou_dn_2: 0.3985 (0.4245)  loss_giou_dn_3: 0.3895 (0.4163)  loss_giou_dn_4: 0.3836 (0.4144)  loss_giou_dn_5: 0.3835 (0.4146)  loss_vfl: 0.6580 (0.6387)  loss_vfl_aux_0: 0.7298 (0.7380)  loss_vfl_aux_1: 0.6962 (0.6893)  loss_vfl_aux_2: 0.6756 (0.6655)  loss_vfl_aux_3: 0.6706 (0.6524)  loss_vfl_aux_4: 0.6574 (0.6432)  loss_vfl_aux_5: 0.7273 (0.7287)  loss_vfl_dn_0: 0.4396 (0.4415)  loss_vfl_dn_1: 0.3697 (0.3776)  loss_vfl_dn_2: 0.3534 (0.3620)  loss_vfl_dn_3: 0.3450 (0.3555)  loss_vfl_dn_4: 0.3411 (0.3529)  loss_vfl_dn_5: 0.3402 (0.3522)  time: 0.4807  data: 0.0138  max mem: 5654
Epoch: [64]  [ 300/7393]  eta: 1:01:49  lr: 0.000010  loss: 14.7330 (15.1670)  loss_bbox: 0.1322 (0.1463)  loss_bbox_aux_0: 0.1538 (0.1578)  loss_bbox_aux_1: 0.1427 (0.1516)  loss_bbox_aux_2: 0.1422 (0.1486)  loss_bbox_aux_3: 0.1428 (0.1465)  loss_bbox_aux_4: 0.1313 (0.1464)  loss_bbox_aux_5: 0.1853 (0.1916)  loss_bbox_dn_0: 0.2325 (0.2507)  loss_bbox_dn_1: 0.1643 (0.1826)  loss_bbox_dn_2: 0.1455 (0.1624)  loss_bbox_dn_3: 0.1406 (0.1568)  loss_bbox_dn_4: 0.1398 (0.1555)  loss_bbox_dn_5: 0.1398 (0.1555)  loss_giou: 0.4120 (0.4610)  loss_giou_aux_0: 0.4386 (0.4833)  loss_giou_aux_1: 0.4315 (0.4719)  loss_giou_aux_2: 0.4159 (0.4656)  loss_giou_aux_3: 0.4167 (0.4618)  loss_giou_aux_4: 0.4121 (0.4614)  loss_giou_aux_5: 0.5182 (0.5410)  loss_giou_dn_0: 0.5323 (0.5575)  loss_giou_dn_1: 0.4219 (0.4494)  loss_giou_dn_2: 0.3959 (0.4183)  loss_giou_dn_3: 0.3810 (0.4102)  loss_giou_dn_4: 0.3775 (0.4081)  loss_giou_dn_5: 0.3774 (0.4083)  loss_vfl: 0.6433 (0.6422)  loss_vfl_aux_0: 0.7382 (0.7419)  loss_vfl_aux_1: 0.6691 (0.6909)  loss_vfl_aux_2: 0.6667 (0.6680)  loss_vfl_aux_3: 0.6497 (0.6554)  loss_vfl_aux_4: 0.6475 (0.6461)  loss_vfl_aux_5: 0.7238 (0.7338)  loss_vfl_dn_0: 0.4463 (0.4421)  loss_vfl_dn_1: 0.3807 (0.3770)  loss_vfl_dn_2: 0.3644 (0.3614)  loss_vfl_dn_3: 0.3567 (0.3546)  loss_vfl_dn_4: 0.3557 (0.3521)  loss_vfl_dn_5: 0.3537 (0.3514)  time: 0.4754  data: 0.0139  max mem: 5654
Epoch: [64]  [ 400/7393]  eta: 0:59:51  lr: 0.000010  loss: 15.4205 (15.2183)  loss_bbox: 0.1368 (0.1466)  loss_bbox_aux_0: 0.1498 (0.1577)  loss_bbox_aux_1: 0.1393 (0.1515)  loss_bbox_aux_2: 0.1415 (0.1489)  loss_bbox_aux_3: 0.1332 (0.1469)  loss_bbox_aux_4: 0.1364 (0.1466)  loss_bbox_aux_5: 0.1768 (0.1914)  loss_bbox_dn_0: 0.2193 (0.2480)  loss_bbox_dn_1: 0.1545 (0.1808)  loss_bbox_dn_2: 0.1352 (0.1613)  loss_bbox_dn_3: 0.1321 (0.1557)  loss_bbox_dn_4: 0.1340 (0.1545)  loss_bbox_dn_5: 0.1343 (0.1545)  loss_giou: 0.4887 (0.4659)  loss_giou_aux_0: 0.5140 (0.4873)  loss_giou_aux_1: 0.4988 (0.4763)  loss_giou_aux_2: 0.4970 (0.4708)  loss_giou_aux_3: 0.4857 (0.4669)  loss_giou_aux_4: 0.4907 (0.4663)  loss_giou_aux_5: 0.5759 (0.5464)  loss_giou_dn_0: 0.5843 (0.5613)  loss_giou_dn_1: 0.4716 (0.4528)  loss_giou_dn_2: 0.4435 (0.4216)  loss_giou_dn_3: 0.4326 (0.4135)  loss_giou_dn_4: 0.4315 (0.4115)  loss_giou_dn_5: 0.4315 (0.4117)  loss_vfl: 0.6655 (0.6423)  loss_vfl_aux_0: 0.7524 (0.7422)  loss_vfl_aux_1: 0.7031 (0.6928)  loss_vfl_aux_2: 0.6874 (0.6677)  loss_vfl_aux_3: 0.6871 (0.6557)  loss_vfl_aux_4: 0.6715 (0.6465)  loss_vfl_aux_5: 0.7238 (0.7312)  loss_vfl_dn_0: 0.4461 (0.4423)  loss_vfl_dn_1: 0.3850 (0.3776)  loss_vfl_dn_2: 0.3688 (0.3624)  loss_vfl_dn_3: 0.3665 (0.3556)  loss_vfl_dn_4: 0.3630 (0.3530)  loss_vfl_dn_5: 0.3628 (0.3523)  time: 0.4925  data: 0.0140  max mem: 5654
Epoch: [64]  [ 500/7393]  eta: 0:58:22  lr: 0.000010  loss: 15.0917 (15.2082)  loss_bbox: 0.1479 (0.1461)  loss_bbox_aux_0: 0.1554 (0.1581)  loss_bbox_aux_1: 0.1519 (0.1515)  loss_bbox_aux_2: 0.1574 (0.1490)  loss_bbox_aux_3: 0.1537 (0.1466)  loss_bbox_aux_4: 0.1479 (0.1462)  loss_bbox_aux_5: 0.1812 (0.1913)  loss_bbox_dn_0: 0.2497 (0.2481)  loss_bbox_dn_1: 0.1794 (0.1809)  loss_bbox_dn_2: 0.1590 (0.1612)  loss_bbox_dn_3: 0.1497 (0.1556)  loss_bbox_dn_4: 0.1481 (0.1543)  loss_bbox_dn_5: 0.1481 (0.1543)  loss_giou: 0.4377 (0.4651)  loss_giou_aux_0: 0.4616 (0.4871)  loss_giou_aux_1: 0.4464 (0.4753)  loss_giou_aux_2: 0.4431 (0.4704)  loss_giou_aux_3: 0.4325 (0.4663)  loss_giou_aux_4: 0.4332 (0.4654)  loss_giou_aux_5: 0.5092 (0.5464)  loss_giou_dn_0: 0.5471 (0.5605)  loss_giou_dn_1: 0.4326 (0.4519)  loss_giou_dn_2: 0.4032 (0.4207)  loss_giou_dn_3: 0.3952 (0.4125)  loss_giou_dn_4: 0.3905 (0.4104)  loss_giou_dn_5: 0.3905 (0.4106)  loss_vfl: 0.6666 (0.6435)  loss_vfl_aux_0: 0.7563 (0.7407)  loss_vfl_aux_1: 0.7070 (0.6925)  loss_vfl_aux_2: 0.6816 (0.6668)  loss_vfl_aux_3: 0.6620 (0.6557)  loss_vfl_aux_4: 0.6549 (0.6475)  loss_vfl_aux_5: 0.7451 (0.7303)  loss_vfl_dn_0: 0.4450 (0.4426)  loss_vfl_dn_1: 0.3809 (0.3781)  loss_vfl_dn_2: 0.3663 (0.3628)  loss_vfl_dn_3: 0.3573 (0.3559)  loss_vfl_dn_4: 0.3561 (0.3535)  loss_vfl_dn_5: 0.3534 (0.3527)  time: 0.4863  data: 0.0137  max mem: 5654
Epoch: [64]  [ 600/7393]  eta: 0:57:05  lr: 0.000010  loss: 14.9003 (15.2058)  loss_bbox: 0.1359 (0.1450)  loss_bbox_aux_0: 0.1518 (0.1574)  loss_bbox_aux_1: 0.1464 (0.1506)  loss_bbox_aux_2: 0.1389 (0.1479)  loss_bbox_aux_3: 0.1347 (0.1457)  loss_bbox_aux_4: 0.1362 (0.1451)  loss_bbox_aux_5: 0.1720 (0.1905)  loss_bbox_dn_0: 0.2395 (0.2475)  loss_bbox_dn_1: 0.1751 (0.1802)  loss_bbox_dn_2: 0.1550 (0.1606)  loss_bbox_dn_3: 0.1536 (0.1550)  loss_bbox_dn_4: 0.1530 (0.1537)  loss_bbox_dn_5: 0.1530 (0.1537)  loss_giou: 0.4102 (0.4652)  loss_giou_aux_0: 0.4314 (0.4875)  loss_giou_aux_1: 0.4227 (0.4756)  loss_giou_aux_2: 0.4107 (0.4700)  loss_giou_aux_3: 0.4106 (0.4663)  loss_giou_aux_4: 0.4103 (0.4654)  loss_giou_aux_5: 0.5012 (0.5473)  loss_giou_dn_0: 0.5335 (0.5610)  loss_giou_dn_1: 0.4261 (0.4525)  loss_giou_dn_2: 0.3924 (0.4212)  loss_giou_dn_3: 0.3847 (0.4130)  loss_giou_dn_4: 0.3827 (0.4108)  loss_giou_dn_5: 0.3829 (0.4110)  loss_vfl: 0.6518 (0.6440)  loss_vfl_aux_0: 0.7371 (0.7404)  loss_vfl_aux_1: 0.6938 (0.6923)  loss_vfl_aux_2: 0.6667 (0.6686)  loss_vfl_aux_3: 0.6543 (0.6564)  loss_vfl_aux_4: 0.6526 (0.6481)  loss_vfl_aux_5: 0.7191 (0.7300)  loss_vfl_dn_0: 0.4428 (0.4429)  loss_vfl_dn_1: 0.3760 (0.3784)  loss_vfl_dn_2: 0.3594 (0.3628)  loss_vfl_dn_3: 0.3526 (0.3559)  loss_vfl_dn_4: 0.3490 (0.3535)  loss_vfl_dn_5: 0.3495 (0.3528)  time: 0.4890  data: 0.0141  max mem: 5654
Epoch: [64]  [ 700/7393]  eta: 0:55:50  lr: 0.000010  loss: 15.4722 (15.2078)  loss_bbox: 0.1401 (0.1456)  loss_bbox_aux_0: 0.1497 (0.1582)  loss_bbox_aux_1: 0.1466 (0.1513)  loss_bbox_aux_2: 0.1436 (0.1487)  loss_bbox_aux_3: 0.1410 (0.1464)  loss_bbox_aux_4: 0.1390 (0.1456)  loss_bbox_aux_5: 0.1760 (0.1918)  loss_bbox_dn_0: 0.2186 (0.2496)  loss_bbox_dn_1: 0.1571 (0.1815)  loss_bbox_dn_2: 0.1412 (0.1618)  loss_bbox_dn_3: 0.1300 (0.1561)  loss_bbox_dn_4: 0.1286 (0.1548)  loss_bbox_dn_5: 0.1287 (0.1548)  loss_giou: 0.4087 (0.4632)  loss_giou_aux_0: 0.4417 (0.4859)  loss_giou_aux_1: 0.4182 (0.4738)  loss_giou_aux_2: 0.4145 (0.4681)  loss_giou_aux_3: 0.4062 (0.4643)  loss_giou_aux_4: 0.4088 (0.4633)  loss_giou_aux_5: 0.5026 (0.5459)  loss_giou_dn_0: 0.5541 (0.5602)  loss_giou_dn_1: 0.4366 (0.4516)  loss_giou_dn_2: 0.4043 (0.4201)  loss_giou_dn_3: 0.3922 (0.4119)  loss_giou_dn_4: 0.3903 (0.4098)  loss_giou_dn_5: 0.3903 (0.4100)  loss_vfl: 0.6428 (0.6451)  loss_vfl_aux_0: 0.7438 (0.7415)  loss_vfl_aux_1: 0.7124 (0.6935)  loss_vfl_aux_2: 0.6710 (0.6698)  loss_vfl_aux_3: 0.6623 (0.6576)  loss_vfl_aux_4: 0.6541 (0.6493)  loss_vfl_aux_5: 0.7472 (0.7307)  loss_vfl_dn_0: 0.4473 (0.4433)  loss_vfl_dn_1: 0.3842 (0.3785)  loss_vfl_dn_2: 0.3688 (0.3628)  loss_vfl_dn_3: 0.3586 (0.3558)  loss_vfl_dn_4: 0.3562 (0.3533)  loss_vfl_dn_5: 0.3576 (0.3526)  time: 0.4805  data: 0.0144  max mem: 5654
Epoch: [64]  [ 800/7393]  eta: 0:55:47  lr: 0.000010  loss: 15.2220 (15.2110)  loss_bbox: 0.1407 (0.1455)  loss_bbox_aux_0: 0.1460 (0.1581)  loss_bbox_aux_1: 0.1364 (0.1509)  loss_bbox_aux_2: 0.1364 (0.1483)  loss_bbox_aux_3: 0.1308 (0.1460)  loss_bbox_aux_4: 0.1388 (0.1455)  loss_bbox_aux_5: 0.1691 (0.1915)  loss_bbox_dn_0: 0.2347 (0.2489)  loss_bbox_dn_1: 0.1740 (0.1811)  loss_bbox_dn_2: 0.1541 (0.1613)  loss_bbox_dn_3: 0.1453 (0.1556)  loss_bbox_dn_4: 0.1444 (0.1542)  loss_bbox_dn_5: 0.1444 (0.1543)  loss_giou: 0.5034 (0.4640)  loss_giou_aux_0: 0.4945 (0.4865)  loss_giou_aux_1: 0.5055 (0.4743)  loss_giou_aux_2: 0.4957 (0.4687)  loss_giou_aux_3: 0.5020 (0.4649)  loss_giou_aux_4: 0.5075 (0.4640)  loss_giou_aux_5: 0.5888 (0.5465)  loss_giou_dn_0: 0.5781 (0.5608)  loss_giou_dn_1: 0.4788 (0.4523)  loss_giou_dn_2: 0.4468 (0.4207)  loss_giou_dn_3: 0.4341 (0.4125)  loss_giou_dn_4: 0.4315 (0.4103)  loss_giou_dn_5: 0.4314 (0.4105)  loss_vfl: 0.6088 (0.6444)  loss_vfl_aux_0: 0.7008 (0.7408)  loss_vfl_aux_1: 0.6540 (0.6930)  loss_vfl_aux_2: 0.6443 (0.6697)  loss_vfl_aux_3: 0.6273 (0.6575)  loss_vfl_aux_4: 0.6130 (0.6489)  loss_vfl_aux_5: 0.7072 (0.7305)  loss_vfl_dn_0: 0.4404 (0.4435)  loss_vfl_dn_1: 0.3836 (0.3789)  loss_vfl_dn_2: 0.3709 (0.3633)  loss_vfl_dn_3: 0.3643 (0.3562)  loss_vfl_dn_4: 0.3610 (0.3537)  loss_vfl_dn_5: 0.3601 (0.3530)  time: 0.4719  data: 0.0137  max mem: 5654
Epoch: [64]  [ 900/7393]  eta: 0:54:34  lr: 0.000010  loss: 14.8840 (15.2142)  loss_bbox: 0.1423 (0.1456)  loss_bbox_aux_0: 0.1486 (0.1580)  loss_bbox_aux_1: 0.1390 (0.1507)  loss_bbox_aux_2: 0.1424 (0.1482)  loss_bbox_aux_3: 0.1442 (0.1461)  loss_bbox_aux_4: 0.1465 (0.1456)  loss_bbox_aux_5: 0.1835 (0.1917)  loss_bbox_dn_0: 0.2203 (0.2491)  loss_bbox_dn_1: 0.1691 (0.1810)  loss_bbox_dn_2: 0.1475 (0.1611)  loss_bbox_dn_3: 0.1444 (0.1554)  loss_bbox_dn_4: 0.1428 (0.1540)  loss_bbox_dn_5: 0.1428 (0.1540)  loss_giou: 0.4514 (0.4645)  loss_giou_aux_0: 0.4747 (0.4870)  loss_giou_aux_1: 0.4719 (0.4745)  loss_giou_aux_2: 0.4538 (0.4690)  loss_giou_aux_3: 0.4540 (0.4655)  loss_giou_aux_4: 0.4441 (0.4644)  loss_giou_aux_5: 0.5440 (0.5471)  loss_giou_dn_0: 0.5477 (0.5613)  loss_giou_dn_1: 0.4473 (0.4525)  loss_giou_dn_2: 0.4218 (0.4207)  loss_giou_dn_3: 0.4119 (0.4124)  loss_giou_dn_4: 0.4071 (0.4103)  loss_giou_dn_5: 0.4073 (0.4105)  loss_vfl: 0.6081 (0.6445)  loss_vfl_aux_0: 0.7000 (0.7407)  loss_vfl_aux_1: 0.6652 (0.6936)  loss_vfl_aux_2: 0.6401 (0.6700)  loss_vfl_aux_3: 0.6178 (0.6574)  loss_vfl_aux_4: 0.6081 (0.6490)  loss_vfl_aux_5: 0.7000 (0.7305)  loss_vfl_dn_0: 0.4385 (0.4435)  loss_vfl_dn_1: 0.3774 (0.3789)  loss_vfl_dn_2: 0.3631 (0.3632)  loss_vfl_dn_3: 0.3574 (0.3561)  loss_vfl_dn_4: 0.3534 (0.3536)  loss_vfl_dn_5: 0.3499 (0.3529)  time: 0.4718  data: 0.0135  max mem: 5654
Epoch: [64]  [1000/7393]  eta: 0:53:28  lr: 0.000010  loss: 15.2988 (15.2200)  loss_bbox: 0.1275 (0.1462)  loss_bbox_aux_0: 0.1382 (0.1584)  loss_bbox_aux_1: 0.1325 (0.1512)  loss_bbox_aux_2: 0.1332 (0.1486)  loss_bbox_aux_3: 0.1276 (0.1466)  loss_bbox_aux_4: 0.1283 (0.1461)  loss_bbox_aux_5: 0.1853 (0.1926)  loss_bbox_dn_0: 0.2351 (0.2505)  loss_bbox_dn_1: 0.1744 (0.1820)  loss_bbox_dn_2: 0.1609 (0.1620)  loss_bbox_dn_3: 0.1514 (0.1562)  loss_bbox_dn_4: 0.1463 (0.1548)  loss_bbox_dn_5: 0.1463 (0.1548)  loss_giou: 0.4476 (0.4629)  loss_giou_aux_0: 0.4758 (0.4856)  loss_giou_aux_1: 0.4517 (0.4729)  loss_giou_aux_2: 0.4496 (0.4675)  loss_giou_aux_3: 0.4588 (0.4640)  loss_giou_aux_4: 0.4467 (0.4629)  loss_giou_aux_5: 0.5594 (0.5462)  loss_giou_dn_0: 0.5819 (0.5608)  loss_giou_dn_1: 0.4699 (0.4523)  loss_giou_dn_2: 0.4303 (0.4204)  loss_giou_dn_3: 0.4206 (0.4120)  loss_giou_dn_4: 0.4180 (0.4098)  loss_giou_dn_5: 0.4181 (0.4100)  loss_vfl: 0.6500 (0.6455)  loss_vfl_aux_0: 0.7382 (0.7425)  loss_vfl_aux_1: 0.7035 (0.6949)  loss_vfl_aux_2: 0.6947 (0.6711)  loss_vfl_aux_3: 0.6794 (0.6583)  loss_vfl_aux_4: 0.6534 (0.6500)  loss_vfl_aux_5: 0.7200 (0.7318)  loss_vfl_dn_0: 0.4444 (0.4438)  loss_vfl_dn_1: 0.3833 (0.3789)  loss_vfl_dn_2: 0.3690 (0.3632)  loss_vfl_dn_3: 0.3592 (0.3562)  loss_vfl_dn_4: 0.3591 (0.3536)  loss_vfl_dn_5: 0.3582 (0.3529)  time: 0.4902  data: 0.0135  max mem: 5654
Epoch: [64]  [1100/7393]  eta: 0:52:26  lr: 0.000010  loss: 15.3631 (15.2139)  loss_bbox: 0.1367 (0.1461)  loss_bbox_aux_0: 0.1456 (0.1583)  loss_bbox_aux_1: 0.1412 (0.1512)  loss_bbox_aux_2: 0.1384 (0.1484)  loss_bbox_aux_3: 0.1404 (0.1465)  loss_bbox_aux_4: 0.1365 (0.1461)  loss_bbox_aux_5: 0.1775 (0.1923)  loss_bbox_dn_0: 0.2098 (0.2499)  loss_bbox_dn_1: 0.1562 (0.1815)  loss_bbox_dn_2: 0.1391 (0.1616)  loss_bbox_dn_3: 0.1362 (0.1558)  loss_bbox_dn_4: 0.1362 (0.1544)  loss_bbox_dn_5: 0.1362 (0.1544)  loss_giou: 0.4893 (0.4627)  loss_giou_aux_0: 0.5063 (0.4852)  loss_giou_aux_1: 0.4910 (0.4727)  loss_giou_aux_2: 0.4932 (0.4669)  loss_giou_aux_3: 0.4791 (0.4638)  loss_giou_aux_4: 0.4893 (0.4626)  loss_giou_aux_5: 0.5599 (0.5459)  loss_giou_dn_0: 0.5710 (0.5607)  loss_giou_dn_1: 0.4601 (0.4522)  loss_giou_dn_2: 0.4314 (0.4203)  loss_giou_dn_3: 0.4210 (0.4119)  loss_giou_dn_4: 0.4185 (0.4097)  loss_giou_dn_5: 0.4184 (0.4099)  loss_vfl: 0.6305 (0.6456)  loss_vfl_aux_0: 0.7307 (0.7423)  loss_vfl_aux_1: 0.6761 (0.6946)  loss_vfl_aux_2: 0.6562 (0.6715)  loss_vfl_aux_3: 0.6522 (0.6585)  loss_vfl_aux_4: 0.6412 (0.6502)  loss_vfl_aux_5: 0.6905 (0.7319)  loss_vfl_dn_0: 0.4476 (0.4438)  loss_vfl_dn_1: 0.3791 (0.3788)  loss_vfl_dn_2: 0.3627 (0.3632)  loss_vfl_dn_3: 0.3564 (0.3562)  loss_vfl_dn_4: 0.3543 (0.3536)  loss_vfl_dn_5: 0.3522 (0.3529)  time: 0.4723  data: 0.0135  max mem: 5654
Epoch: [64]  [1200/7393]  eta: 0:51:21  lr: 0.000010  loss: 14.5416 (15.2140)  loss_bbox: 0.1353 (0.1464)  loss_bbox_aux_0: 0.1578 (0.1587)  loss_bbox_aux_1: 0.1464 (0.1515)  loss_bbox_aux_2: 0.1470 (0.1488)  loss_bbox_aux_3: 0.1374 (0.1469)  loss_bbox_aux_4: 0.1324 (0.1464)  loss_bbox_aux_5: 0.1988 (0.1927)  loss_bbox_dn_0: 0.2458 (0.2501)  loss_bbox_dn_1: 0.1721 (0.1816)  loss_bbox_dn_2: 0.1491 (0.1616)  loss_bbox_dn_3: 0.1438 (0.1557)  loss_bbox_dn_4: 0.1426 (0.1544)  loss_bbox_dn_5: 0.1427 (0.1544)  loss_giou: 0.4497 (0.4628)  loss_giou_aux_0: 0.4918 (0.4857)  loss_giou_aux_1: 0.4680 (0.4730)  loss_giou_aux_2: 0.4542 (0.4673)  loss_giou_aux_3: 0.4354 (0.4640)  loss_giou_aux_4: 0.4397 (0.4629)  loss_giou_aux_5: 0.5302 (0.5461)  loss_giou_dn_0: 0.5582 (0.5601)  loss_giou_dn_1: 0.4531 (0.4517)  loss_giou_dn_2: 0.4210 (0.4198)  loss_giou_dn_3: 0.4151 (0.4115)  loss_giou_dn_4: 0.4111 (0.4093)  loss_giou_dn_5: 0.4108 (0.4095)  loss_vfl: 0.6285 (0.6458)  loss_vfl_aux_0: 0.7116 (0.7417)  loss_vfl_aux_1: 0.6684 (0.6947)  loss_vfl_aux_2: 0.6550 (0.6713)  loss_vfl_aux_3: 0.6440 (0.6584)  loss_vfl_aux_4: 0.6298 (0.6503)  loss_vfl_aux_5: 0.6959 (0.7325)  loss_vfl_dn_0: 0.4407 (0.4436)  loss_vfl_dn_1: 0.3739 (0.3785)  loss_vfl_dn_2: 0.3558 (0.3628)  loss_vfl_dn_3: 0.3487 (0.3558)  loss_vfl_dn_4: 0.3472 (0.3533)  loss_vfl_dn_5: 0.3461 (0.3526)  time: 0.4721  data: 0.0137  max mem: 5654
Epoch: [64]  [1300/7393]  eta: 0:50:17  lr: 0.000010  loss: 15.3314 (15.2086)  loss_bbox: 0.1396 (0.1464)  loss_bbox_aux_0: 0.1495 (0.1586)  loss_bbox_aux_1: 0.1411 (0.1513)  loss_bbox_aux_2: 0.1369 (0.1487)  loss_bbox_aux_3: 0.1471 (0.1470)  loss_bbox_aux_4: 0.1367 (0.1464)  loss_bbox_aux_5: 0.1893 (0.1926)  loss_bbox_dn_0: 0.2423 (0.2502)  loss_bbox_dn_1: 0.1728 (0.1816)  loss_bbox_dn_2: 0.1495 (0.1616)  loss_bbox_dn_3: 0.1440 (0.1557)  loss_bbox_dn_4: 0.1396 (0.1543)  loss_bbox_dn_5: 0.1394 (0.1543)  loss_giou: 0.4539 (0.4629)  loss_giou_aux_0: 0.4515 (0.4856)  loss_giou_aux_1: 0.4362 (0.4728)  loss_giou_aux_2: 0.4420 (0.4672)  loss_giou_aux_3: 0.4519 (0.4641)  loss_giou_aux_4: 0.4524 (0.4629)  loss_giou_aux_5: 0.5260 (0.5459)  loss_giou_dn_0: 0.5687 (0.5597)  loss_giou_dn_1: 0.4474 (0.4513)  loss_giou_dn_2: 0.4144 (0.4195)  loss_giou_dn_3: 0.4074 (0.4112)  loss_giou_dn_4: 0.4053 (0.4090)  loss_giou_dn_5: 0.4053 (0.4092)  loss_vfl: 0.6246 (0.6452)  loss_vfl_aux_0: 0.7298 (0.7414)  loss_vfl_aux_1: 0.6902 (0.6951)  loss_vfl_aux_2: 0.6594 (0.6709)  loss_vfl_aux_3: 0.6392 (0.6577)  loss_vfl_aux_4: 0.6288 (0.6497)  loss_vfl_aux_5: 0.7063 (0.7325)  loss_vfl_dn_0: 0.4410 (0.4436)  loss_vfl_dn_1: 0.3770 (0.3784)  loss_vfl_dn_2: 0.3583 (0.3627)  loss_vfl_dn_3: 0.3531 (0.3557)  loss_vfl_dn_4: 0.3507 (0.3532)  loss_vfl_dn_5: 0.3495 (0.3525)  time: 0.4629  data: 0.0134  max mem: 5654
Epoch: [64]  [1400/7393]  eta: 0:49:16  lr: 0.000010  loss: 15.2733 (15.2141)  loss_bbox: 0.1404 (0.1465)  loss_bbox_aux_0: 0.1440 (0.1587)  loss_bbox_aux_1: 0.1441 (0.1514)  loss_bbox_aux_2: 0.1402 (0.1488)  loss_bbox_aux_3: 0.1426 (0.1472)  loss_bbox_aux_4: 0.1385 (0.1466)  loss_bbox_aux_5: 0.1756 (0.1927)  loss_bbox_dn_0: 0.2374 (0.2508)  loss_bbox_dn_1: 0.1738 (0.1821)  loss_bbox_dn_2: 0.1498 (0.1620)  loss_bbox_dn_3: 0.1438 (0.1560)  loss_bbox_dn_4: 0.1416 (0.1546)  loss_bbox_dn_5: 0.1417 (0.1546)  loss_giou: 0.4678 (0.4631)  loss_giou_aux_0: 0.4579 (0.4859)  loss_giou_aux_1: 0.4523 (0.4728)  loss_giou_aux_2: 0.4638 (0.4673)  loss_giou_aux_3: 0.4610 (0.4643)  loss_giou_aux_4: 0.4679 (0.4631)  loss_giou_aux_5: 0.5395 (0.5462)  loss_giou_dn_0: 0.5654 (0.5601)  loss_giou_dn_1: 0.4528 (0.4516)  loss_giou_dn_2: 0.4202 (0.4198)  loss_giou_dn_3: 0.4110 (0.4114)  loss_giou_dn_4: 0.4076 (0.4092)  loss_giou_dn_5: 0.4076 (0.4094)  loss_vfl: 0.6352 (0.6451)  loss_vfl_aux_0: 0.7274 (0.7419)  loss_vfl_aux_1: 0.6827 (0.6952)  loss_vfl_aux_2: 0.6629 (0.6710)  loss_vfl_aux_3: 0.6481 (0.6574)  loss_vfl_aux_4: 0.6443 (0.6494)  loss_vfl_aux_5: 0.7098 (0.7326)  loss_vfl_dn_0: 0.4381 (0.4435)  loss_vfl_dn_1: 0.3755 (0.3783)  loss_vfl_dn_2: 0.3611 (0.3626)  loss_vfl_dn_3: 0.3534 (0.3556)  loss_vfl_dn_4: 0.3523 (0.3531)  loss_vfl_dn_5: 0.3514 (0.3524)  time: 0.4720  data: 0.0132  max mem: 5654
Epoch: [64]  [1500/7393]  eta: 0:48:18  lr: 0.000010  loss: 15.4566 (15.2188)  loss_bbox: 0.1419 (0.1466)  loss_bbox_aux_0: 0.1480 (0.1586)  loss_bbox_aux_1: 0.1449 (0.1513)  loss_bbox_aux_2: 0.1423 (0.1488)  loss_bbox_aux_3: 0.1447 (0.1471)  loss_bbox_aux_4: 0.1417 (0.1466)  loss_bbox_aux_5: 0.1813 (0.1928)  loss_bbox_dn_0: 0.2379 (0.2509)  loss_bbox_dn_1: 0.1823 (0.1821)  loss_bbox_dn_2: 0.1553 (0.1619)  loss_bbox_dn_3: 0.1441 (0.1560)  loss_bbox_dn_4: 0.1433 (0.1546)  loss_bbox_dn_5: 0.1433 (0.1546)  loss_giou: 0.4651 (0.4636)  loss_giou_aux_0: 0.4853 (0.4862)  loss_giou_aux_1: 0.4751 (0.4732)  loss_giou_aux_2: 0.4593 (0.4677)  loss_giou_aux_3: 0.4642 (0.4647)  loss_giou_aux_4: 0.4703 (0.4636)  loss_giou_aux_5: 0.5568 (0.5468)  loss_giou_dn_0: 0.5728 (0.5606)  loss_giou_dn_1: 0.4711 (0.4521)  loss_giou_dn_2: 0.4392 (0.4203)  loss_giou_dn_3: 0.4307 (0.4119)  loss_giou_dn_4: 0.4284 (0.4098)  loss_giou_dn_5: 0.4284 (0.4100)  loss_vfl: 0.6245 (0.6447)  loss_vfl_aux_0: 0.7036 (0.7421)  loss_vfl_aux_1: 0.6690 (0.6952)  loss_vfl_aux_2: 0.6500 (0.6705)  loss_vfl_aux_3: 0.6366 (0.6570)  loss_vfl_aux_4: 0.6218 (0.6491)  loss_vfl_aux_5: 0.7018 (0.7319)  loss_vfl_dn_0: 0.4383 (0.4436)  loss_vfl_dn_1: 0.3807 (0.3784)  loss_vfl_dn_2: 0.3656 (0.3627)  loss_vfl_dn_3: 0.3604 (0.3557)  loss_vfl_dn_4: 0.3549 (0.3531)  loss_vfl_dn_5: 0.3545 (0.3524)  time: 0.4585  data: 0.0135  max mem: 5654
Epoch: [64]  [1600/7393]  eta: 0:47:20  lr: 0.000010  loss: 15.4950 (15.2139)  loss_bbox: 0.1315 (0.1465)  loss_bbox_aux_0: 0.1490 (0.1584)  loss_bbox_aux_1: 0.1397 (0.1511)  loss_bbox_aux_2: 0.1373 (0.1487)  loss_bbox_aux_3: 0.1391 (0.1471)  loss_bbox_aux_4: 0.1372 (0.1465)  loss_bbox_aux_5: 0.1772 (0.1927)  loss_bbox_dn_0: 0.2138 (0.2507)  loss_bbox_dn_1: 0.1634 (0.1819)  loss_bbox_dn_2: 0.1467 (0.1618)  loss_bbox_dn_3: 0.1430 (0.1559)  loss_bbox_dn_4: 0.1408 (0.1545)  loss_bbox_dn_5: 0.1408 (0.1545)  loss_giou: 0.4503 (0.4633)  loss_giou_aux_0: 0.4836 (0.4860)  loss_giou_aux_1: 0.4689 (0.4730)  loss_giou_aux_2: 0.4470 (0.4674)  loss_giou_aux_3: 0.4552 (0.4645)  loss_giou_aux_4: 0.4499 (0.4633)  loss_giou_aux_5: 0.5455 (0.5467)  loss_giou_dn_0: 0.5636 (0.5604)  loss_giou_dn_1: 0.4532 (0.4518)  loss_giou_dn_2: 0.4235 (0.4201)  loss_giou_dn_3: 0.4131 (0.4117)  loss_giou_dn_4: 0.4125 (0.4096)  loss_giou_dn_5: 0.4133 (0.4098)  loss_vfl: 0.6641 (0.6450)  loss_vfl_aux_0: 0.7311 (0.7418)  loss_vfl_aux_1: 0.7111 (0.6952)  loss_vfl_aux_2: 0.6799 (0.6708)  loss_vfl_aux_3: 0.6559 (0.6571)  loss_vfl_aux_4: 0.6674 (0.6493)  loss_vfl_aux_5: 0.7242 (0.7316)  loss_vfl_dn_0: 0.4519 (0.4435)  loss_vfl_dn_1: 0.3879 (0.3783)  loss_vfl_dn_2: 0.3706 (0.3626)  loss_vfl_dn_3: 0.3610 (0.3555)  loss_vfl_dn_4: 0.3607 (0.3530)  loss_vfl_dn_5: 0.3588 (0.3523)  time: 0.4640  data: 0.0134  max mem: 5654
Epoch: [64]  [1700/7393]  eta: 0:46:23  lr: 0.000010  loss: 15.3028 (15.2143)  loss_bbox: 0.1361 (0.1464)  loss_bbox_aux_0: 0.1505 (0.1584)  loss_bbox_aux_1: 0.1423 (0.1510)  loss_bbox_aux_2: 0.1383 (0.1485)  loss_bbox_aux_3: 0.1373 (0.1470)  loss_bbox_aux_4: 0.1385 (0.1464)  loss_bbox_aux_5: 0.1826 (0.1927)  loss_bbox_dn_0: 0.2478 (0.2505)  loss_bbox_dn_1: 0.1770 (0.1818)  loss_bbox_dn_2: 0.1559 (0.1617)  loss_bbox_dn_3: 0.1491 (0.1558)  loss_bbox_dn_4: 0.1474 (0.1544)  loss_bbox_dn_5: 0.1474 (0.1545)  loss_giou: 0.4837 (0.4639)  loss_giou_aux_0: 0.5204 (0.4866)  loss_giou_aux_1: 0.4879 (0.4735)  loss_giou_aux_2: 0.4927 (0.4681)  loss_giou_aux_3: 0.4838 (0.4652)  loss_giou_aux_4: 0.4837 (0.4640)  loss_giou_aux_5: 0.5762 (0.5471)  loss_giou_dn_0: 0.5900 (0.5606)  loss_giou_dn_1: 0.4659 (0.4521)  loss_giou_dn_2: 0.4278 (0.4203)  loss_giou_dn_3: 0.4226 (0.4120)  loss_giou_dn_4: 0.4211 (0.4098)  loss_giou_dn_5: 0.4212 (0.4100)  loss_vfl: 0.6314 (0.6446)  loss_vfl_aux_0: 0.7322 (0.7412)  loss_vfl_aux_1: 0.7064 (0.6947)  loss_vfl_aux_2: 0.6585 (0.6703)  loss_vfl_aux_3: 0.6524 (0.6565)  loss_vfl_aux_4: 0.6387 (0.6488)  loss_vfl_aux_5: 0.7050 (0.7313)  loss_vfl_dn_0: 0.4423 (0.4433)  loss_vfl_dn_1: 0.3815 (0.3782)  loss_vfl_dn_2: 0.3659 (0.3624)  loss_vfl_dn_3: 0.3585 (0.3555)  loss_vfl_dn_4: 0.3589 (0.3529)  loss_vfl_dn_5: 0.3597 (0.3522)  time: 0.4642  data: 0.0132  max mem: 5654
Epoch: [64]  [1800/7393]  eta: 0:45:29  lr: 0.000010  loss: 14.8128 (15.2123)  loss_bbox: 0.1355 (0.1463)  loss_bbox_aux_0: 0.1450 (0.1584)  loss_bbox_aux_1: 0.1365 (0.1509)  loss_bbox_aux_2: 0.1401 (0.1485)  loss_bbox_aux_3: 0.1347 (0.1470)  loss_bbox_aux_4: 0.1353 (0.1464)  loss_bbox_aux_5: 0.1797 (0.1929)  loss_bbox_dn_0: 0.2293 (0.2510)  loss_bbox_dn_1: 0.1687 (0.1822)  loss_bbox_dn_2: 0.1523 (0.1621)  loss_bbox_dn_3: 0.1471 (0.1562)  loss_bbox_dn_4: 0.1462 (0.1548)  loss_bbox_dn_5: 0.1462 (0.1548)  loss_giou: 0.4245 (0.4626)  loss_giou_aux_0: 0.4307 (0.4852)  loss_giou_aux_1: 0.4226 (0.4722)  loss_giou_aux_2: 0.4338 (0.4668)  loss_giou_aux_3: 0.4325 (0.4638)  loss_giou_aux_4: 0.4278 (0.4626)  loss_giou_aux_5: 0.5115 (0.5459)  loss_giou_dn_0: 0.5331 (0.5598)  loss_giou_dn_1: 0.4247 (0.4513)  loss_giou_dn_2: 0.3937 (0.4196)  loss_giou_dn_3: 0.3869 (0.4113)  loss_giou_dn_4: 0.3856 (0.4092)  loss_giou_dn_5: 0.3856 (0.4094)  loss_vfl: 0.6413 (0.6459)  loss_vfl_aux_0: 0.7397 (0.7423)  loss_vfl_aux_1: 0.6994 (0.6960)  loss_vfl_aux_2: 0.6571 (0.6714)  loss_vfl_aux_3: 0.6424 (0.6579)  loss_vfl_aux_4: 0.6508 (0.6501)  loss_vfl_aux_5: 0.7315 (0.7326)  loss_vfl_dn_0: 0.4481 (0.4435)  loss_vfl_dn_1: 0.3795 (0.3782)  loss_vfl_dn_2: 0.3596 (0.3624)  loss_vfl_dn_3: 0.3547 (0.3555)  loss_vfl_dn_4: 0.3512 (0.3529)  loss_vfl_dn_5: 0.3493 (0.3522)  time: 0.4692  data: 0.0135  max mem: 5654
Epoch: [64]  [1900/7393]  eta: 0:44:34  lr: 0.000010  loss: 15.0622 (15.2057)  loss_bbox: 0.1542 (0.1463)  loss_bbox_aux_0: 0.1631 (0.1584)  loss_bbox_aux_1: 0.1595 (0.1510)  loss_bbox_aux_2: 0.1566 (0.1484)  loss_bbox_aux_3: 0.1570 (0.1470)  loss_bbox_aux_4: 0.1527 (0.1463)  loss_bbox_aux_5: 0.1843 (0.1930)  loss_bbox_dn_0: 0.2520 (0.2510)  loss_bbox_dn_1: 0.1709 (0.1821)  loss_bbox_dn_2: 0.1482 (0.1620)  loss_bbox_dn_3: 0.1459 (0.1561)  loss_bbox_dn_4: 0.1461 (0.1548)  loss_bbox_dn_5: 0.1461 (0.1548)  loss_giou: 0.4293 (0.4617)  loss_giou_aux_0: 0.4543 (0.4843)  loss_giou_aux_1: 0.4367 (0.4713)  loss_giou_aux_2: 0.4262 (0.4660)  loss_giou_aux_3: 0.4408 (0.4630)  loss_giou_aux_4: 0.4231 (0.4617)  loss_giou_aux_5: 0.5089 (0.5450)  loss_giou_dn_0: 0.5448 (0.5591)  loss_giou_dn_1: 0.4310 (0.4506)  loss_giou_dn_2: 0.3967 (0.4190)  loss_giou_dn_3: 0.3889 (0.4107)  loss_giou_dn_4: 0.3856 (0.4086)  loss_giou_dn_5: 0.3855 (0.4088)  loss_vfl: 0.6708 (0.6466)  loss_vfl_aux_0: 0.7545 (0.7430)  loss_vfl_aux_1: 0.7189 (0.6967)  loss_vfl_aux_2: 0.6925 (0.6720)  loss_vfl_aux_3: 0.6756 (0.6584)  loss_vfl_aux_4: 0.6689 (0.6507)  loss_vfl_aux_5: 0.7507 (0.7333)  loss_vfl_dn_0: 0.4416 (0.4435)  loss_vfl_dn_1: 0.3736 (0.3781)  loss_vfl_dn_2: 0.3600 (0.3623)  loss_vfl_dn_3: 0.3508 (0.3553)  loss_vfl_dn_4: 0.3473 (0.3527)  loss_vfl_dn_5: 0.3482 (0.3521)  time: 0.4674  data: 0.0135  max mem: 5654
Epoch: [64]  [2000/7393]  eta: 0:43:41  lr: 0.000010  loss: 14.8194 (15.2121)  loss_bbox: 0.1388 (0.1463)  loss_bbox_aux_0: 0.1511 (0.1584)  loss_bbox_aux_1: 0.1522 (0.1510)  loss_bbox_aux_2: 0.1439 (0.1485)  loss_bbox_aux_3: 0.1409 (0.1471)  loss_bbox_aux_4: 0.1431 (0.1464)  loss_bbox_aux_5: 0.1785 (0.1931)  loss_bbox_dn_0: 0.2357 (0.2512)  loss_bbox_dn_1: 0.1671 (0.1824)  loss_bbox_dn_2: 0.1477 (0.1622)  loss_bbox_dn_3: 0.1437 (0.1563)  loss_bbox_dn_4: 0.1422 (0.1550)  loss_bbox_dn_5: 0.1422 (0.1550)  loss_giou: 0.4040 (0.4616)  loss_giou_aux_0: 0.4224 (0.4843)  loss_giou_aux_1: 0.4175 (0.4713)  loss_giou_aux_2: 0.4052 (0.4659)  loss_giou_aux_3: 0.4131 (0.4629)  loss_giou_aux_4: 0.4066 (0.4617)  loss_giou_aux_5: 0.5094 (0.5450)  loss_giou_dn_0: 0.5524 (0.5592)  loss_giou_dn_1: 0.4315 (0.4508)  loss_giou_dn_2: 0.3874 (0.4191)  loss_giou_dn_3: 0.3737 (0.4107)  loss_giou_dn_4: 0.3694 (0.4086)  loss_giou_dn_5: 0.3694 (0.4088)  loss_vfl: 0.6400 (0.6473)  loss_vfl_aux_0: 0.7288 (0.7436)  loss_vfl_aux_1: 0.6851 (0.6973)  loss_vfl_aux_2: 0.6459 (0.6725)  loss_vfl_aux_3: 0.6361 (0.6591)  loss_vfl_aux_4: 0.6337 (0.6513)  loss_vfl_aux_5: 0.7144 (0.7335)  loss_vfl_dn_0: 0.4416 (0.4436)  loss_vfl_dn_1: 0.3782 (0.3783)  loss_vfl_dn_2: 0.3653 (0.3624)  loss_vfl_dn_3: 0.3598 (0.3554)  loss_vfl_dn_4: 0.3577 (0.3529)  loss_vfl_dn_5: 0.3557 (0.3522)  time: 0.4714  data: 0.0135  max mem: 5654
Epoch: [64]  [2100/7393]  eta: 0:42:47  lr: 0.000010  loss: 15.7941 (15.2156)  loss_bbox: 0.1570 (0.1466)  loss_bbox_aux_0: 0.1700 (0.1588)  loss_bbox_aux_1: 0.1612 (0.1514)  loss_bbox_aux_2: 0.1631 (0.1489)  loss_bbox_aux_3: 0.1614 (0.1474)  loss_bbox_aux_4: 0.1589 (0.1467)  loss_bbox_aux_5: 0.1913 (0.1934)  loss_bbox_dn_0: 0.2631 (0.2517)  loss_bbox_dn_1: 0.1922 (0.1829)  loss_bbox_dn_2: 0.1728 (0.1627)  loss_bbox_dn_3: 0.1678 (0.1568)  loss_bbox_dn_4: 0.1663 (0.1554)  loss_bbox_dn_5: 0.1663 (0.1555)  loss_giou: 0.4696 (0.4613)  loss_giou_aux_0: 0.4914 (0.4840)  loss_giou_aux_1: 0.4759 (0.4711)  loss_giou_aux_2: 0.4732 (0.4657)  loss_giou_aux_3: 0.4774 (0.4626)  loss_giou_aux_4: 0.4723 (0.4614)  loss_giou_aux_5: 0.5463 (0.5449)  loss_giou_dn_0: 0.5705 (0.5592)  loss_giou_dn_1: 0.4458 (0.4507)  loss_giou_dn_2: 0.4266 (0.4190)  loss_giou_dn_3: 0.4192 (0.4106)  loss_giou_dn_4: 0.4153 (0.4085)  loss_giou_dn_5: 0.4154 (0.4087)  loss_vfl: 0.6550 (0.6473)  loss_vfl_aux_0: 0.7502 (0.7437)  loss_vfl_aux_1: 0.7030 (0.6974)  loss_vfl_aux_2: 0.6828 (0.6726)  loss_vfl_aux_3: 0.6591 (0.6591)  loss_vfl_aux_4: 0.6499 (0.6512)  loss_vfl_aux_5: 0.7303 (0.7333)  loss_vfl_dn_0: 0.4423 (0.4437)  loss_vfl_dn_1: 0.3828 (0.3783)  loss_vfl_dn_2: 0.3675 (0.3624)  loss_vfl_dn_3: 0.3583 (0.3554)  loss_vfl_dn_4: 0.3552 (0.3529)  loss_vfl_dn_5: 0.3543 (0.3522)  time: 0.4706  data: 0.0135  max mem: 5654
Epoch: [64]  [2200/7393]  eta: 0:41:56  lr: 0.000010  loss: 15.3241 (15.2157)  loss_bbox: 0.1554 (0.1468)  loss_bbox_aux_0: 0.1749 (0.1590)  loss_bbox_aux_1: 0.1628 (0.1516)  loss_bbox_aux_2: 0.1617 (0.1490)  loss_bbox_aux_3: 0.1525 (0.1475)  loss_bbox_aux_4: 0.1566 (0.1469)  loss_bbox_aux_5: 0.2159 (0.1937)  loss_bbox_dn_0: 0.2955 (0.2519)  loss_bbox_dn_1: 0.2165 (0.1830)  loss_bbox_dn_2: 0.1911 (0.1629)  loss_bbox_dn_3: 0.1851 (0.1570)  loss_bbox_dn_4: 0.1862 (0.1556)  loss_bbox_dn_5: 0.1862 (0.1556)  loss_giou: 0.3788 (0.4609)  loss_giou_aux_0: 0.4049 (0.4835)  loss_giou_aux_1: 0.3881 (0.4706)  loss_giou_aux_2: 0.3693 (0.4652)  loss_giou_aux_3: 0.3748 (0.4622)  loss_giou_aux_4: 0.3784 (0.4610)  loss_giou_aux_5: 0.4633 (0.5445)  loss_giou_dn_0: 0.5198 (0.5589)  loss_giou_dn_1: 0.4196 (0.4505)  loss_giou_dn_2: 0.3931 (0.4189)  loss_giou_dn_3: 0.3853 (0.4105)  loss_giou_dn_4: 0.3828 (0.4084)  loss_giou_dn_5: 0.3834 (0.4086)  loss_vfl: 0.6429 (0.6475)  loss_vfl_aux_0: 0.7426 (0.7441)  loss_vfl_aux_1: 0.6826 (0.6978)  loss_vfl_aux_2: 0.6624 (0.6729)  loss_vfl_aux_3: 0.6448 (0.6594)  loss_vfl_aux_4: 0.6376 (0.6514)  loss_vfl_aux_5: 0.7233 (0.7337)  loss_vfl_dn_0: 0.4341 (0.4436)  loss_vfl_dn_1: 0.3682 (0.3782)  loss_vfl_dn_2: 0.3527 (0.3623)  loss_vfl_dn_3: 0.3462 (0.3554)  loss_vfl_dn_4: 0.3422 (0.3528)  loss_vfl_dn_5: 0.3409 (0.3521)  time: 0.4581  data: 0.0132  max mem: 5654
Epoch: [64]  [2300/7393]  eta: 0:41:20  lr: 0.000010  loss: 15.0689 (15.2141)  loss_bbox: 0.1481 (0.1466)  loss_bbox_aux_0: 0.1600 (0.1588)  loss_bbox_aux_1: 0.1376 (0.1514)  loss_bbox_aux_2: 0.1464 (0.1489)  loss_bbox_aux_3: 0.1427 (0.1474)  loss_bbox_aux_4: 0.1532 (0.1468)  loss_bbox_aux_5: 0.1822 (0.1935)  loss_bbox_dn_0: 0.2483 (0.2519)  loss_bbox_dn_1: 0.1808 (0.1830)  loss_bbox_dn_2: 0.1651 (0.1629)  loss_bbox_dn_3: 0.1560 (0.1570)  loss_bbox_dn_4: 0.1545 (0.1556)  loss_bbox_dn_5: 0.1545 (0.1556)  loss_giou: 0.4318 (0.4606)  loss_giou_aux_0: 0.4592 (0.4833)  loss_giou_aux_1: 0.4384 (0.4703)  loss_giou_aux_2: 0.4359 (0.4650)  loss_giou_aux_3: 0.4370 (0.4619)  loss_giou_aux_4: 0.4304 (0.4608)  loss_giou_aux_5: 0.5218 (0.5442)  loss_giou_dn_0: 0.5558 (0.5589)  loss_giou_dn_1: 0.4402 (0.4506)  loss_giou_dn_2: 0.4103 (0.4189)  loss_giou_dn_3: 0.3971 (0.4105)  loss_giou_dn_4: 0.3942 (0.4084)  loss_giou_dn_5: 0.3941 (0.4086)  loss_vfl: 0.6636 (0.6476)  loss_vfl_aux_0: 0.7561 (0.7444)  loss_vfl_aux_1: 0.7219 (0.6983)  loss_vfl_aux_2: 0.7046 (0.6731)  loss_vfl_aux_3: 0.6732 (0.6596)  loss_vfl_aux_4: 0.6704 (0.6514)  loss_vfl_aux_5: 0.7465 (0.7338)  loss_vfl_dn_0: 0.4426 (0.4436)  loss_vfl_dn_1: 0.3834 (0.3782)  loss_vfl_dn_2: 0.3628 (0.3624)  loss_vfl_dn_3: 0.3555 (0.3554)  loss_vfl_dn_4: 0.3512 (0.3528)  loss_vfl_dn_5: 0.3489 (0.3521)  time: 0.4883  data: 0.0137  max mem: 5654
Epoch: [64]  [2400/7393]  eta: 0:40:28  lr: 0.000010  loss: 15.0581 (15.2097)  loss_bbox: 0.1309 (0.1466)  loss_bbox_aux_0: 0.1438 (0.1588)  loss_bbox_aux_1: 0.1383 (0.1514)  loss_bbox_aux_2: 0.1396 (0.1489)  loss_bbox_aux_3: 0.1305 (0.1473)  loss_bbox_aux_4: 0.1324 (0.1467)  loss_bbox_aux_5: 0.1821 (0.1935)  loss_bbox_dn_0: 0.2405 (0.2518)  loss_bbox_dn_1: 0.1687 (0.1829)  loss_bbox_dn_2: 0.1510 (0.1628)  loss_bbox_dn_3: 0.1455 (0.1570)  loss_bbox_dn_4: 0.1454 (0.1556)  loss_bbox_dn_5: 0.1456 (0.1556)  loss_giou: 0.4700 (0.4603)  loss_giou_aux_0: 0.4825 (0.4829)  loss_giou_aux_1: 0.4786 (0.4700)  loss_giou_aux_2: 0.4757 (0.4647)  loss_giou_aux_3: 0.4655 (0.4616)  loss_giou_aux_4: 0.4672 (0.4604)  loss_giou_aux_5: 0.5275 (0.5440)  loss_giou_dn_0: 0.5720 (0.5588)  loss_giou_dn_1: 0.4605 (0.4504)  loss_giou_dn_2: 0.4264 (0.4188)  loss_giou_dn_3: 0.4168 (0.4104)  loss_giou_dn_4: 0.4159 (0.4083)  loss_giou_dn_5: 0.4163 (0.4085)  loss_vfl: 0.6405 (0.6473)  loss_vfl_aux_0: 0.7390 (0.7443)  loss_vfl_aux_1: 0.7114 (0.6983)  loss_vfl_aux_2: 0.6626 (0.6729)  loss_vfl_aux_3: 0.6560 (0.6594)  loss_vfl_aux_4: 0.6387 (0.6512)  loss_vfl_aux_5: 0.7623 (0.7337)  loss_vfl_dn_0: 0.4406 (0.4436)  loss_vfl_dn_1: 0.3729 (0.3783)  loss_vfl_dn_2: 0.3555 (0.3624)  loss_vfl_dn_3: 0.3503 (0.3554)  loss_vfl_dn_4: 0.3465 (0.3528)  loss_vfl_dn_5: 0.3472 (0.3521)  time: 0.4694  data: 0.0135  max mem: 5654
Epoch: [64]  [2500/7393]  eta: 0:39:37  lr: 0.000010  loss: 15.5236 (15.2069)  loss_bbox: 0.1484 (0.1466)  loss_bbox_aux_0: 0.1541 (0.1586)  loss_bbox_aux_1: 0.1416 (0.1513)  loss_bbox_aux_2: 0.1422 (0.1488)  loss_bbox_aux_3: 0.1458 (0.1473)  loss_bbox_aux_4: 0.1484 (0.1467)  loss_bbox_aux_5: 0.1845 (0.1934)  loss_bbox_dn_0: 0.2423 (0.2519)  loss_bbox_dn_1: 0.1711 (0.1830)  loss_bbox_dn_2: 0.1534 (0.1629)  loss_bbox_dn_3: 0.1477 (0.1571)  loss_bbox_dn_4: 0.1474 (0.1557)  loss_bbox_dn_5: 0.1474 (0.1557)  loss_giou: 0.4373 (0.4597)  loss_giou_aux_0: 0.4564 (0.4823)  loss_giou_aux_1: 0.4328 (0.4693)  loss_giou_aux_2: 0.4277 (0.4640)  loss_giou_aux_3: 0.4310 (0.4609)  loss_giou_aux_4: 0.4373 (0.4598)  loss_giou_aux_5: 0.5226 (0.5433)  loss_giou_dn_0: 0.5451 (0.5585)  loss_giou_dn_1: 0.4223 (0.4501)  loss_giou_dn_2: 0.3988 (0.4185)  loss_giou_dn_3: 0.3891 (0.4101)  loss_giou_dn_4: 0.3896 (0.4080)  loss_giou_dn_5: 0.3896 (0.4082)  loss_vfl: 0.6414 (0.6475)  loss_vfl_aux_0: 0.7327 (0.7448)  loss_vfl_aux_1: 0.7042 (0.6988)  loss_vfl_aux_2: 0.6895 (0.6734)  loss_vfl_aux_3: 0.6616 (0.6597)  loss_vfl_aux_4: 0.6463 (0.6514)  loss_vfl_aux_5: 0.7557 (0.7344)  loss_vfl_dn_0: 0.4500 (0.4438)  loss_vfl_dn_1: 0.3853 (0.3784)  loss_vfl_dn_2: 0.3709 (0.3625)  loss_vfl_dn_3: 0.3609 (0.3555)  loss_vfl_dn_4: 0.3582 (0.3530)  loss_vfl_dn_5: 0.3566 (0.3523)  time: 0.4874  data: 0.0135  max mem: 5654
Epoch: [64]  [2600/7393]  eta: 0:38:46  lr: 0.000010  loss: 14.7954 (15.2045)  loss_bbox: 0.1327 (0.1465)  loss_bbox_aux_0: 0.1401 (0.1586)  loss_bbox_aux_1: 0.1339 (0.1512)  loss_bbox_aux_2: 0.1280 (0.1487)  loss_bbox_aux_3: 0.1348 (0.1472)  loss_bbox_aux_4: 0.1322 (0.1466)  loss_bbox_aux_5: 0.1749 (0.1932)  loss_bbox_dn_0: 0.2185 (0.2518)  loss_bbox_dn_1: 0.1498 (0.1829)  loss_bbox_dn_2: 0.1355 (0.1629)  loss_bbox_dn_3: 0.1317 (0.1570)  loss_bbox_dn_4: 0.1295 (0.1556)  loss_bbox_dn_5: 0.1295 (0.1556)  loss_giou: 0.4459 (0.4595)  loss_giou_aux_0: 0.4720 (0.4819)  loss_giou_aux_1: 0.4584 (0.4690)  loss_giou_aux_2: 0.4555 (0.4637)  loss_giou_aux_3: 0.4518 (0.4607)  loss_giou_aux_4: 0.4458 (0.4596)  loss_giou_aux_5: 0.5250 (0.5430)  loss_giou_dn_0: 0.5576 (0.5584)  loss_giou_dn_1: 0.4398 (0.4500)  loss_giou_dn_2: 0.4026 (0.4184)  loss_giou_dn_3: 0.3978 (0.4101)  loss_giou_dn_4: 0.3949 (0.4080)  loss_giou_dn_5: 0.3950 (0.4082)  loss_vfl: 0.6448 (0.6475)  loss_vfl_aux_0: 0.7262 (0.7451)  loss_vfl_aux_1: 0.6983 (0.6991)  loss_vfl_aux_2: 0.6829 (0.6735)  loss_vfl_aux_3: 0.6523 (0.6597)  loss_vfl_aux_4: 0.6474 (0.6515)  loss_vfl_aux_5: 0.7142 (0.7345)  loss_vfl_dn_0: 0.4371 (0.4437)  loss_vfl_dn_1: 0.3760 (0.3784)  loss_vfl_dn_2: 0.3560 (0.3625)  loss_vfl_dn_3: 0.3490 (0.3555)  loss_vfl_dn_4: 0.3473 (0.3529)  loss_vfl_dn_5: 0.3461 (0.3522)  time: 0.4762  data: 0.0135  max mem: 5654
Epoch: [64]  [2700/7393]  eta: 0:37:54  lr: 0.000010  loss: 15.0935 (15.2054)  loss_bbox: 0.1359 (0.1464)  loss_bbox_aux_0: 0.1651 (0.1585)  loss_bbox_aux_1: 0.1575 (0.1511)  loss_bbox_aux_2: 0.1421 (0.1486)  loss_bbox_aux_3: 0.1354 (0.1470)  loss_bbox_aux_4: 0.1283 (0.1464)  loss_bbox_aux_5: 0.1858 (0.1931)  loss_bbox_dn_0: 0.2327 (0.2515)  loss_bbox_dn_1: 0.1780 (0.1827)  loss_bbox_dn_2: 0.1573 (0.1626)  loss_bbox_dn_3: 0.1512 (0.1568)  loss_bbox_dn_4: 0.1479 (0.1554)  loss_bbox_dn_5: 0.1479 (0.1554)  loss_giou: 0.4556 (0.4595)  loss_giou_aux_0: 0.4852 (0.4821)  loss_giou_aux_1: 0.4790 (0.4691)  loss_giou_aux_2: 0.4587 (0.4638)  loss_giou_aux_3: 0.4560 (0.4608)  loss_giou_aux_4: 0.4556 (0.4596)  loss_giou_aux_5: 0.5483 (0.5433)  loss_giou_dn_0: 0.5566 (0.5586)  loss_giou_dn_1: 0.4386 (0.4502)  loss_giou_dn_2: 0.4150 (0.4186)  loss_giou_dn_3: 0.4074 (0.4102)  loss_giou_dn_4: 0.4053 (0.4081)  loss_giou_dn_5: 0.4053 (0.4083)  loss_vfl: 0.6297 (0.6479)  loss_vfl_aux_0: 0.7167 (0.7453)  loss_vfl_aux_1: 0.6692 (0.6992)  loss_vfl_aux_2: 0.6548 (0.6739)  loss_vfl_aux_3: 0.6510 (0.6601)  loss_vfl_aux_4: 0.6348 (0.6519)  loss_vfl_aux_5: 0.7157 (0.7346)  loss_vfl_dn_0: 0.4457 (0.4438)  loss_vfl_dn_1: 0.3792 (0.3784)  loss_vfl_dn_2: 0.3630 (0.3625)  loss_vfl_dn_3: 0.3561 (0.3555)  loss_vfl_dn_4: 0.3551 (0.3530)  loss_vfl_dn_5: 0.3544 (0.3523)  time: 0.4631  data: 0.0136  max mem: 5654
Epoch: [64]  [2800/7393]  eta: 0:37:03  lr: 0.000010  loss: 15.5470 (15.2105)  loss_bbox: 0.1421 (0.1463)  loss_bbox_aux_0: 0.1581 (0.1585)  loss_bbox_aux_1: 0.1506 (0.1511)  loss_bbox_aux_2: 0.1511 (0.1486)  loss_bbox_aux_3: 0.1455 (0.1470)  loss_bbox_aux_4: 0.1466 (0.1464)  loss_bbox_aux_5: 0.2004 (0.1931)  loss_bbox_dn_0: 0.2431 (0.2514)  loss_bbox_dn_1: 0.1761 (0.1826)  loss_bbox_dn_2: 0.1533 (0.1625)  loss_bbox_dn_3: 0.1480 (0.1567)  loss_bbox_dn_4: 0.1473 (0.1553)  loss_bbox_dn_5: 0.1474 (0.1553)  loss_giou: 0.4853 (0.4599)  loss_giou_aux_0: 0.5087 (0.4826)  loss_giou_aux_1: 0.5002 (0.4696)  loss_giou_aux_2: 0.4834 (0.4641)  loss_giou_aux_3: 0.4962 (0.4612)  loss_giou_aux_4: 0.4882 (0.4600)  loss_giou_aux_5: 0.5777 (0.5438)  loss_giou_dn_0: 0.5979 (0.5589)  loss_giou_dn_1: 0.4821 (0.4504)  loss_giou_dn_2: 0.4495 (0.4188)  loss_giou_dn_3: 0.4412 (0.4105)  loss_giou_dn_4: 0.4388 (0.4084)  loss_giou_dn_5: 0.4389 (0.4086)  loss_vfl: 0.6286 (0.6481)  loss_vfl_aux_0: 0.7314 (0.7452)  loss_vfl_aux_1: 0.6905 (0.6992)  loss_vfl_aux_2: 0.6714 (0.6741)  loss_vfl_aux_3: 0.6427 (0.6602)  loss_vfl_aux_4: 0.6392 (0.6520)  loss_vfl_aux_5: 0.7138 (0.7344)  loss_vfl_dn_0: 0.4433 (0.4438)  loss_vfl_dn_1: 0.3834 (0.3785)  loss_vfl_dn_2: 0.3690 (0.3626)  loss_vfl_dn_3: 0.3631 (0.3555)  loss_vfl_dn_4: 0.3600 (0.3530)  loss_vfl_dn_5: 0.3596 (0.3523)  time: 0.4684  data: 0.0134  max mem: 5654
Epoch: [64]  [2900/7393]  eta: 0:36:12  lr: 0.000010  loss: 15.5840 (15.2167)  loss_bbox: 0.1454 (0.1464)  loss_bbox_aux_0: 0.1565 (0.1586)  loss_bbox_aux_1: 0.1519 (0.1512)  loss_bbox_aux_2: 0.1485 (0.1486)  loss_bbox_aux_3: 0.1488 (0.1471)  loss_bbox_aux_4: 0.1447 (0.1465)  loss_bbox_aux_5: 0.1839 (0.1932)  loss_bbox_dn_0: 0.2284 (0.2512)  loss_bbox_dn_1: 0.1638 (0.1824)  loss_bbox_dn_2: 0.1526 (0.1625)  loss_bbox_dn_3: 0.1459 (0.1567)  loss_bbox_dn_4: 0.1443 (0.1553)  loss_bbox_dn_5: 0.1443 (0.1553)  loss_giou: 0.4518 (0.4601)  loss_giou_aux_0: 0.4623 (0.4827)  loss_giou_aux_1: 0.4671 (0.4697)  loss_giou_aux_2: 0.4541 (0.4643)  loss_giou_aux_3: 0.4496 (0.4613)  loss_giou_aux_4: 0.4518 (0.4602)  loss_giou_aux_5: 0.5534 (0.5440)  loss_giou_dn_0: 0.5529 (0.5590)  loss_giou_dn_1: 0.4375 (0.4505)  loss_giou_dn_2: 0.4082 (0.4190)  loss_giou_dn_3: 0.4001 (0.4107)  loss_giou_dn_4: 0.3981 (0.4086)  loss_giou_dn_5: 0.3982 (0.4088)  loss_vfl: 0.6618 (0.6485)  loss_vfl_aux_0: 0.7538 (0.7455)  loss_vfl_aux_1: 0.7025 (0.6997)  loss_vfl_aux_2: 0.6818 (0.6747)  loss_vfl_aux_3: 0.6768 (0.6607)  loss_vfl_aux_4: 0.6745 (0.6525)  loss_vfl_aux_5: 0.7268 (0.7348)  loss_vfl_dn_0: 0.4457 (0.4439)  loss_vfl_dn_1: 0.3855 (0.3786)  loss_vfl_dn_2: 0.3682 (0.3626)  loss_vfl_dn_3: 0.3604 (0.3556)  loss_vfl_dn_4: 0.3554 (0.3531)  loss_vfl_dn_5: 0.3527 (0.3524)  time: 0.4652  data: 0.0134  max mem: 5654
Epoch: [64]  [3000/7393]  eta: 0:35:32  lr: 0.000010  loss: 15.2059 (15.2221)  loss_bbox: 0.1373 (0.1464)  loss_bbox_aux_0: 0.1545 (0.1587)  loss_bbox_aux_1: 0.1539 (0.1512)  loss_bbox_aux_2: 0.1435 (0.1486)  loss_bbox_aux_3: 0.1377 (0.1470)  loss_bbox_aux_4: 0.1373 (0.1464)  loss_bbox_aux_5: 0.1838 (0.1932)  loss_bbox_dn_0: 0.2616 (0.2515)  loss_bbox_dn_1: 0.2009 (0.1827)  loss_bbox_dn_2: 0.1846 (0.1627)  loss_bbox_dn_3: 0.1780 (0.1569)  loss_bbox_dn_4: 0.1746 (0.1556)  loss_bbox_dn_5: 0.1746 (0.1556)  loss_giou: 0.4586 (0.4603)  loss_giou_aux_0: 0.4807 (0.4829)  loss_giou_aux_1: 0.4709 (0.4699)  loss_giou_aux_2: 0.4504 (0.4645)  loss_giou_aux_3: 0.4417 (0.4614)  loss_giou_aux_4: 0.4560 (0.4603)  loss_giou_aux_5: 0.5556 (0.5441)  loss_giou_dn_0: 0.5575 (0.5591)  loss_giou_dn_1: 0.4411 (0.4508)  loss_giou_dn_2: 0.4102 (0.4193)  loss_giou_dn_3: 0.3991 (0.4110)  loss_giou_dn_4: 0.3949 (0.4088)  loss_giou_dn_5: 0.3949 (0.4090)  loss_vfl: 0.6495 (0.6486)  loss_vfl_aux_0: 0.7450 (0.7455)  loss_vfl_aux_1: 0.7033 (0.6999)  loss_vfl_aux_2: 0.6835 (0.6750)  loss_vfl_aux_3: 0.6718 (0.6610)  loss_vfl_aux_4: 0.6588 (0.6527)  loss_vfl_aux_5: 0.7236 (0.7349)  loss_vfl_dn_0: 0.4456 (0.4440)  loss_vfl_dn_1: 0.3805 (0.3787)  loss_vfl_dn_2: 0.3622 (0.3627)  loss_vfl_dn_3: 0.3559 (0.3557)  loss_vfl_dn_4: 0.3544 (0.3532)  loss_vfl_dn_5: 0.3532 (0.3525)  time: 0.4712  data: 0.0136  max mem: 5654
Epoch: [64]  [3100/7393]  eta: 0:34:41  lr: 0.000010  loss: 14.6082 (15.2222)  loss_bbox: 0.1376 (0.1464)  loss_bbox_aux_0: 0.1531 (0.1586)  loss_bbox_aux_1: 0.1426 (0.1512)  loss_bbox_aux_2: 0.1378 (0.1486)  loss_bbox_aux_3: 0.1372 (0.1470)  loss_bbox_aux_4: 0.1376 (0.1464)  loss_bbox_aux_5: 0.1840 (0.1932)  loss_bbox_dn_0: 0.2576 (0.2516)  loss_bbox_dn_1: 0.1835 (0.1827)  loss_bbox_dn_2: 0.1592 (0.1628)  loss_bbox_dn_3: 0.1503 (0.1569)  loss_bbox_dn_4: 0.1497 (0.1555)  loss_bbox_dn_5: 0.1497 (0.1556)  loss_giou: 0.3990 (0.4602)  loss_giou_aux_0: 0.4109 (0.4829)  loss_giou_aux_1: 0.4380 (0.4699)  loss_giou_aux_2: 0.3988 (0.4645)  loss_giou_aux_3: 0.3946 (0.4614)  loss_giou_aux_4: 0.4030 (0.4603)  loss_giou_aux_5: 0.4886 (0.5442)  loss_giou_dn_0: 0.5419 (0.5592)  loss_giou_dn_1: 0.4286 (0.4508)  loss_giou_dn_2: 0.3980 (0.4193)  loss_giou_dn_3: 0.3905 (0.4110)  loss_giou_dn_4: 0.3844 (0.4088)  loss_giou_dn_5: 0.3845 (0.4090)  loss_vfl: 0.6378 (0.6486)  loss_vfl_aux_0: 0.7515 (0.7456)  loss_vfl_aux_1: 0.6909 (0.7001)  loss_vfl_aux_2: 0.6715 (0.6749)  loss_vfl_aux_3: 0.6714 (0.6610)  loss_vfl_aux_4: 0.6415 (0.6527)  loss_vfl_aux_5: 0.7440 (0.7350)  loss_vfl_dn_0: 0.4451 (0.4439)  loss_vfl_dn_1: 0.3768 (0.3787)  loss_vfl_dn_2: 0.3617 (0.3627)  loss_vfl_dn_3: 0.3543 (0.3557)  loss_vfl_dn_4: 0.3535 (0.3532)  loss_vfl_dn_5: 0.3513 (0.3524)  time: 0.4735  data: 0.0135  max mem: 5654
Epoch: [64]  [3200/7393]  eta: 0:33:50  lr: 0.000010  loss: 14.9568 (15.2155)  loss_bbox: 0.1366 (0.1464)  loss_bbox_aux_0: 0.1526 (0.1588)  loss_bbox_aux_1: 0.1468 (0.1514)  loss_bbox_aux_2: 0.1402 (0.1488)  loss_bbox_aux_3: 0.1371 (0.1471)  loss_bbox_aux_4: 0.1401 (0.1465)  loss_bbox_aux_5: 0.1941 (0.1934)  loss_bbox_dn_0: 0.2473 (0.2519)  loss_bbox_dn_1: 0.1728 (0.1829)  loss_bbox_dn_2: 0.1493 (0.1629)  loss_bbox_dn_3: 0.1438 (0.1571)  loss_bbox_dn_4: 0.1442 (0.1557)  loss_bbox_dn_5: 0.1442 (0.1557)  loss_giou: 0.3998 (0.4595)  loss_giou_aux_0: 0.4508 (0.4822)  loss_giou_aux_1: 0.4300 (0.4691)  loss_giou_aux_2: 0.4225 (0.4638)  loss_giou_aux_3: 0.4135 (0.4607)  loss_giou_aux_4: 0.3996 (0.4595)  loss_giou_aux_5: 0.4990 (0.5434)  loss_giou_dn_0: 0.5407 (0.5587)  loss_giou_dn_1: 0.4273 (0.4502)  loss_giou_dn_2: 0.3968 (0.4188)  loss_giou_dn_3: 0.3869 (0.4105)  loss_giou_dn_4: 0.3853 (0.4083)  loss_giou_dn_5: 0.3857 (0.4085)  loss_vfl: 0.6676 (0.6487)  loss_vfl_aux_0: 0.7338 (0.7455)  loss_vfl_aux_1: 0.6885 (0.7000)  loss_vfl_aux_2: 0.6780 (0.6749)  loss_vfl_aux_3: 0.6647 (0.6610)  loss_vfl_aux_4: 0.6604 (0.6528)  loss_vfl_aux_5: 0.7299 (0.7352)  loss_vfl_dn_0: 0.4529 (0.4439)  loss_vfl_dn_1: 0.3827 (0.3785)  loss_vfl_dn_2: 0.3689 (0.3625)  loss_vfl_dn_3: 0.3573 (0.3555)  loss_vfl_dn_4: 0.3546 (0.3530)  loss_vfl_dn_5: 0.3541 (0.3523)  time: 0.4570  data: 0.0134  max mem: 5654
Epoch: [64]  [3300/7393]  eta: 0:32:59  lr: 0.000010  loss: 15.0463 (15.2139)  loss_bbox: 0.1244 (0.1462)  loss_bbox_aux_0: 0.1296 (0.1586)  loss_bbox_aux_1: 0.1299 (0.1512)  loss_bbox_aux_2: 0.1255 (0.1486)  loss_bbox_aux_3: 0.1244 (0.1469)  loss_bbox_aux_4: 0.1250 (0.1463)  loss_bbox_aux_5: 0.1580 (0.1932)  loss_bbox_dn_0: 0.2123 (0.2515)  loss_bbox_dn_1: 0.1602 (0.1826)  loss_bbox_dn_2: 0.1454 (0.1627)  loss_bbox_dn_3: 0.1391 (0.1569)  loss_bbox_dn_4: 0.1392 (0.1555)  loss_bbox_dn_5: 0.1392 (0.1555)  loss_giou: 0.4787 (0.4596)  loss_giou_aux_0: 0.5170 (0.4824)  loss_giou_aux_1: 0.5055 (0.4694)  loss_giou_aux_2: 0.4998 (0.4639)  loss_giou_aux_3: 0.4800 (0.4608)  loss_giou_aux_4: 0.4784 (0.4597)  loss_giou_aux_5: 0.5702 (0.5436)  loss_giou_dn_0: 0.5677 (0.5587)  loss_giou_dn_1: 0.4733 (0.4503)  loss_giou_dn_2: 0.4420 (0.4189)  loss_giou_dn_3: 0.4322 (0.4106)  loss_giou_dn_4: 0.4295 (0.4084)  loss_giou_dn_5: 0.4300 (0.4086)  loss_vfl: 0.6323 (0.6487)  loss_vfl_aux_0: 0.7100 (0.7453)  loss_vfl_aux_1: 0.6675 (0.6998)  loss_vfl_aux_2: 0.6589 (0.6749)  loss_vfl_aux_3: 0.6393 (0.6610)  loss_vfl_aux_4: 0.6334 (0.6529)  loss_vfl_aux_5: 0.6952 (0.7350)  loss_vfl_dn_0: 0.4458 (0.4440)  loss_vfl_dn_1: 0.3848 (0.3786)  loss_vfl_dn_2: 0.3703 (0.3626)  loss_vfl_dn_3: 0.3665 (0.3555)  loss_vfl_dn_4: 0.3632 (0.3530)  loss_vfl_dn_5: 0.3618 (0.3523)  time: 0.4703  data: 0.0134  max mem: 5654
Epoch: [64]  [3400/7393]  eta: 0:32:10  lr: 0.000010  loss: 15.4001 (15.2109)  loss_bbox: 0.1450 (0.1462)  loss_bbox_aux_0: 0.1512 (0.1586)  loss_bbox_aux_1: 0.1467 (0.1511)  loss_bbox_aux_2: 0.1516 (0.1486)  loss_bbox_aux_3: 0.1460 (0.1469)  loss_bbox_aux_4: 0.1455 (0.1463)  loss_bbox_aux_5: 0.1906 (0.1932)  loss_bbox_dn_0: 0.2593 (0.2518)  loss_bbox_dn_1: 0.1805 (0.1829)  loss_bbox_dn_2: 0.1587 (0.1629)  loss_bbox_dn_3: 0.1567 (0.1571)  loss_bbox_dn_4: 0.1550 (0.1558)  loss_bbox_dn_5: 0.1551 (0.1558)  loss_giou: 0.4257 (0.4592)  loss_giou_aux_0: 0.4499 (0.4820)  loss_giou_aux_1: 0.4257 (0.4689)  loss_giou_aux_2: 0.4247 (0.4636)  loss_giou_aux_3: 0.4293 (0.4604)  loss_giou_aux_4: 0.4318 (0.4592)  loss_giou_aux_5: 0.5335 (0.5433)  loss_giou_dn_0: 0.5578 (0.5583)  loss_giou_dn_1: 0.4453 (0.4500)  loss_giou_dn_2: 0.4091 (0.4186)  loss_giou_dn_3: 0.4003 (0.4103)  loss_giou_dn_4: 0.4005 (0.4082)  loss_giou_dn_5: 0.4006 (0.4083)  loss_vfl: 0.6476 (0.6489)  loss_vfl_aux_0: 0.7410 (0.7453)  loss_vfl_aux_1: 0.7043 (0.6998)  loss_vfl_aux_2: 0.6730 (0.6749)  loss_vfl_aux_3: 0.6425 (0.6610)  loss_vfl_aux_4: 0.6440 (0.6529)  loss_vfl_aux_5: 0.7376 (0.7350)  loss_vfl_dn_0: 0.4473 (0.4439)  loss_vfl_dn_1: 0.3804 (0.3785)  loss_vfl_dn_2: 0.3628 (0.3625)  loss_vfl_dn_3: 0.3572 (0.3554)  loss_vfl_dn_4: 0.3541 (0.3529)  loss_vfl_dn_5: 0.3531 (0.3522)  time: 0.4744  data: 0.0135  max mem: 5654
Epoch: [64]  [3500/7393]  eta: 0:31:20  lr: 0.000010  loss: 15.2778 (15.2050)  loss_bbox: 0.1486 (0.1461)  loss_bbox_aux_0: 0.1631 (0.1585)  loss_bbox_aux_1: 0.1495 (0.1510)  loss_bbox_aux_2: 0.1455 (0.1485)  loss_bbox_aux_3: 0.1454 (0.1469)  loss_bbox_aux_4: 0.1488 (0.1462)  loss_bbox_aux_5: 0.1912 (0.1931)  loss_bbox_dn_0: 0.2376 (0.2518)  loss_bbox_dn_1: 0.1754 (0.1829)  loss_bbox_dn_2: 0.1527 (0.1630)  loss_bbox_dn_3: 0.1459 (0.1572)  loss_bbox_dn_4: 0.1440 (0.1558)  loss_bbox_dn_5: 0.1440 (0.1558)  loss_giou: 0.4668 (0.4588)  loss_giou_aux_0: 0.5002 (0.4815)  loss_giou_aux_1: 0.4792 (0.4685)  loss_giou_aux_2: 0.4730 (0.4631)  loss_giou_aux_3: 0.4701 (0.4600)  loss_giou_aux_4: 0.4660 (0.4588)  loss_giou_aux_5: 0.5600 (0.5428)  loss_giou_dn_0: 0.5612 (0.5580)  loss_giou_dn_1: 0.4587 (0.4496)  loss_giou_dn_2: 0.4230 (0.4183)  loss_giou_dn_3: 0.4139 (0.4100)  loss_giou_dn_4: 0.4114 (0.4078)  loss_giou_dn_5: 0.4114 (0.4080)  loss_vfl: 0.6293 (0.6489)  loss_vfl_aux_0: 0.7162 (0.7453)  loss_vfl_aux_1: 0.6847 (0.6998)  loss_vfl_aux_2: 0.6460 (0.6749)  loss_vfl_aux_3: 0.6418 (0.6610)  loss_vfl_aux_4: 0.6378 (0.6529)  loss_vfl_aux_5: 0.7107 (0.7352)  loss_vfl_dn_0: 0.4400 (0.4439)  loss_vfl_dn_1: 0.3813 (0.3784)  loss_vfl_dn_2: 0.3708 (0.3624)  loss_vfl_dn_3: 0.3600 (0.3554)  loss_vfl_dn_4: 0.3556 (0.3529)  loss_vfl_dn_5: 0.3554 (0.3522)  time: 0.4722  data: 0.0136  max mem: 5654
Epoch: [64]  [3600/7393]  eta: 0:30:32  lr: 0.000010  loss: 14.4255 (15.2050)  loss_bbox: 0.1304 (0.1462)  loss_bbox_aux_0: 0.1388 (0.1585)  loss_bbox_aux_1: 0.1354 (0.1510)  loss_bbox_aux_2: 0.1318 (0.1485)  loss_bbox_aux_3: 0.1290 (0.1469)  loss_bbox_aux_4: 0.1278 (0.1462)  loss_bbox_aux_5: 0.1691 (0.1930)  loss_bbox_dn_0: 0.2093 (0.2516)  loss_bbox_dn_1: 0.1405 (0.1827)  loss_bbox_dn_2: 0.1234 (0.1628)  loss_bbox_dn_3: 0.1198 (0.1570)  loss_bbox_dn_4: 0.1181 (0.1556)  loss_bbox_dn_5: 0.1181 (0.1556)  loss_giou: 0.4489 (0.4589)  loss_giou_aux_0: 0.4791 (0.4817)  loss_giou_aux_1: 0.4573 (0.4687)  loss_giou_aux_2: 0.4622 (0.4633)  loss_giou_aux_3: 0.4519 (0.4602)  loss_giou_aux_4: 0.4527 (0.4590)  loss_giou_aux_5: 0.5696 (0.5429)  loss_giou_dn_0: 0.5462 (0.5581)  loss_giou_dn_1: 0.4389 (0.4497)  loss_giou_dn_2: 0.4118 (0.4183)  loss_giou_dn_3: 0.4033 (0.4100)  loss_giou_dn_4: 0.4006 (0.4079)  loss_giou_dn_5: 0.4007 (0.4080)  loss_vfl: 0.6164 (0.6489)  loss_vfl_aux_0: 0.7008 (0.7452)  loss_vfl_aux_1: 0.6825 (0.6997)  loss_vfl_aux_2: 0.6492 (0.6748)  loss_vfl_aux_3: 0.6370 (0.6609)  loss_vfl_aux_4: 0.6240 (0.6529)  loss_vfl_aux_5: 0.6909 (0.7352)  loss_vfl_dn_0: 0.4277 (0.4438)  loss_vfl_dn_1: 0.3693 (0.3784)  loss_vfl_dn_2: 0.3529 (0.3624)  loss_vfl_dn_3: 0.3490 (0.3554)  loss_vfl_dn_4: 0.3456 (0.3529)  loss_vfl_dn_5: 0.3463 (0.3522)  time: 0.4735  data: 0.0135  max mem: 5654
Epoch: [64]  [3700/7393]  eta: 0:29:48  lr: 0.000010  loss: 15.2617 (15.2037)  loss_bbox: 0.1400 (0.1462)  loss_bbox_aux_0: 0.1551 (0.1585)  loss_bbox_aux_1: 0.1488 (0.1510)  loss_bbox_aux_2: 0.1443 (0.1486)  loss_bbox_aux_3: 0.1389 (0.1469)  loss_bbox_aux_4: 0.1401 (0.1462)  loss_bbox_aux_5: 0.1739 (0.1930)  loss_bbox_dn_0: 0.2324 (0.2515)  loss_bbox_dn_1: 0.1686 (0.1826)  loss_bbox_dn_2: 0.1491 (0.1627)  loss_bbox_dn_3: 0.1451 (0.1569)  loss_bbox_dn_4: 0.1417 (0.1555)  loss_bbox_dn_5: 0.1417 (0.1555)  loss_giou: 0.4462 (0.4588)  loss_giou_aux_0: 0.4673 (0.4816)  loss_giou_aux_1: 0.4653 (0.4686)  loss_giou_aux_2: 0.4522 (0.4633)  loss_giou_aux_3: 0.4487 (0.4601)  loss_giou_aux_4: 0.4420 (0.4589)  loss_giou_aux_5: 0.5177 (0.5427)  loss_giou_dn_0: 0.5803 (0.5580)  loss_giou_dn_1: 0.4662 (0.4496)  loss_giou_dn_2: 0.4325 (0.4182)  loss_giou_dn_3: 0.4281 (0.4099)  loss_giou_dn_4: 0.4257 (0.4078)  loss_giou_dn_5: 0.4257 (0.4079)  loss_vfl: 0.6546 (0.6488)  loss_vfl_aux_0: 0.7609 (0.7453)  loss_vfl_aux_1: 0.7037 (0.6998)  loss_vfl_aux_2: 0.6708 (0.6747)  loss_vfl_aux_3: 0.6635 (0.6609)  loss_vfl_aux_4: 0.6546 (0.6528)  loss_vfl_aux_5: 0.7437 (0.7353)  loss_vfl_dn_0: 0.4435 (0.4439)  loss_vfl_dn_1: 0.3870 (0.3784)  loss_vfl_dn_2: 0.3692 (0.3624)  loss_vfl_dn_3: 0.3622 (0.3554)  loss_vfl_dn_4: 0.3608 (0.3529)  loss_vfl_dn_5: 0.3603 (0.3522)  time: 0.4693  data: 0.0135  max mem: 5654
Epoch: [64]  [3800/7393]  eta: 0:28:59  lr: 0.000010  loss: 15.3445 (15.2069)  loss_bbox: 0.1402 (0.1463)  loss_bbox_aux_0: 0.1599 (0.1586)  loss_bbox_aux_1: 0.1447 (0.1512)  loss_bbox_aux_2: 0.1464 (0.1486)  loss_bbox_aux_3: 0.1417 (0.1470)  loss_bbox_aux_4: 0.1418 (0.1463)  loss_bbox_aux_5: 0.1976 (0.1931)  loss_bbox_dn_0: 0.2470 (0.2516)  loss_bbox_dn_1: 0.1815 (0.1828)  loss_bbox_dn_2: 0.1584 (0.1629)  loss_bbox_dn_3: 0.1531 (0.1571)  loss_bbox_dn_4: 0.1511 (0.1557)  loss_bbox_dn_5: 0.1511 (0.1557)  loss_giou: 0.4535 (0.4589)  loss_giou_aux_0: 0.4788 (0.4817)  loss_giou_aux_1: 0.4570 (0.4687)  loss_giou_aux_2: 0.4507 (0.4633)  loss_giou_aux_3: 0.4517 (0.4602)  loss_giou_aux_4: 0.4476 (0.4590)  loss_giou_aux_5: 0.5511 (0.5428)  loss_giou_dn_0: 0.5520 (0.5580)  loss_giou_dn_1: 0.4505 (0.4497)  loss_giou_dn_2: 0.4302 (0.4183)  loss_giou_dn_3: 0.4232 (0.4100)  loss_giou_dn_4: 0.4198 (0.4078)  loss_giou_dn_5: 0.4197 (0.4080)  loss_vfl: 0.6695 (0.6490)  loss_vfl_aux_0: 0.7764 (0.7454)  loss_vfl_aux_1: 0.7053 (0.6997)  loss_vfl_aux_2: 0.6947 (0.6748)  loss_vfl_aux_3: 0.6778 (0.6610)  loss_vfl_aux_4: 0.6746 (0.6529)  loss_vfl_aux_5: 0.7634 (0.7353)  loss_vfl_dn_0: 0.4498 (0.4439)  loss_vfl_dn_1: 0.3799 (0.3785)  loss_vfl_dn_2: 0.3609 (0.3625)  loss_vfl_dn_3: 0.3552 (0.3555)  loss_vfl_dn_4: 0.3511 (0.3530)  loss_vfl_dn_5: 0.3509 (0.3523)  time: 0.4754  data: 0.0135  max mem: 5654
Epoch: [64]  [3900/7393]  eta: 0:28:15  lr: 0.000010  loss: 14.5646 (15.2068)  loss_bbox: 0.1245 (0.1464)  loss_bbox_aux_0: 0.1449 (0.1588)  loss_bbox_aux_1: 0.1408 (0.1513)  loss_bbox_aux_2: 0.1371 (0.1488)  loss_bbox_aux_3: 0.1237 (0.1471)  loss_bbox_aux_4: 0.1234 (0.1465)  loss_bbox_aux_5: 0.1780 (0.1932)  loss_bbox_dn_0: 0.2414 (0.2518)  loss_bbox_dn_1: 0.1653 (0.1830)  loss_bbox_dn_2: 0.1346 (0.1631)  loss_bbox_dn_3: 0.1297 (0.1573)  loss_bbox_dn_4: 0.1264 (0.1559)  loss_bbox_dn_5: 0.1264 (0.1559)  loss_giou: 0.4048 (0.4587)  loss_giou_aux_0: 0.4580 (0.4816)  loss_giou_aux_1: 0.4288 (0.4686)  loss_giou_aux_2: 0.4133 (0.4631)  loss_giou_aux_3: 0.4258 (0.4600)  loss_giou_aux_4: 0.4047 (0.4588)  loss_giou_aux_5: 0.4985 (0.5426)  loss_giou_dn_0: 0.5518 (0.5579)  loss_giou_dn_1: 0.4384 (0.4496)  loss_giou_dn_2: 0.4016 (0.4182)  loss_giou_dn_3: 0.3935 (0.4099)  loss_giou_dn_4: 0.3934 (0.4077)  loss_giou_dn_5: 0.3935 (0.4079)  loss_vfl: 0.6512 (0.6489)  loss_vfl_aux_0: 0.7168 (0.7453)  loss_vfl_aux_1: 0.7016 (0.6996)  loss_vfl_aux_2: 0.6661 (0.6748)  loss_vfl_aux_3: 0.6487 (0.6609)  loss_vfl_aux_4: 0.6549 (0.6529)  loss_vfl_aux_5: 0.7141 (0.7354)  loss_vfl_dn_0: 0.4408 (0.4439)  loss_vfl_dn_1: 0.3749 (0.3784)  loss_vfl_dn_2: 0.3576 (0.3624)  loss_vfl_dn_3: 0.3533 (0.3554)  loss_vfl_dn_4: 0.3498 (0.3529)  loss_vfl_dn_5: 0.3488 (0.3522)  time: 0.4749  data: 0.0134  max mem: 5654
Epoch: [64]  [4000/7393]  eta: 0:27:25  lr: 0.000010  loss: 15.3706 (15.2119)  loss_bbox: 0.1494 (0.1464)  loss_bbox_aux_0: 0.1557 (0.1588)  loss_bbox_aux_1: 0.1548 (0.1514)  loss_bbox_aux_2: 0.1502 (0.1488)  loss_bbox_aux_3: 0.1509 (0.1471)  loss_bbox_aux_4: 0.1605 (0.1465)  loss_bbox_aux_5: 0.1878 (0.1932)  loss_bbox_dn_0: 0.2491 (0.2518)  loss_bbox_dn_1: 0.1647 (0.1830)  loss_bbox_dn_2: 0.1485 (0.1631)  loss_bbox_dn_3: 0.1416 (0.1573)  loss_bbox_dn_4: 0.1425 (0.1559)  loss_bbox_dn_5: 0.1425 (0.1559)  loss_giou: 0.4847 (0.4591)  loss_giou_aux_0: 0.4905 (0.4820)  loss_giou_aux_1: 0.4848 (0.4690)  loss_giou_aux_2: 0.4916 (0.4635)  loss_giou_aux_3: 0.4837 (0.4605)  loss_giou_aux_4: 0.4839 (0.4593)  loss_giou_aux_5: 0.5512 (0.5430)  loss_giou_dn_0: 0.5727 (0.5582)  loss_giou_dn_1: 0.4634 (0.4498)  loss_giou_dn_2: 0.4314 (0.4185)  loss_giou_dn_3: 0.4228 (0.4102)  loss_giou_dn_4: 0.4202 (0.4081)  loss_giou_dn_5: 0.4204 (0.4082)  loss_vfl: 0.6407 (0.6489)  loss_vfl_aux_0: 0.7112 (0.7452)  loss_vfl_aux_1: 0.6655 (0.6996)  loss_vfl_aux_2: 0.6440 (0.6749)  loss_vfl_aux_3: 0.6383 (0.6610)  loss_vfl_aux_4: 0.6356 (0.6529)  loss_vfl_aux_5: 0.7004 (0.7352)  loss_vfl_dn_0: 0.4365 (0.4438)  loss_vfl_dn_1: 0.3765 (0.3784)  loss_vfl_dn_2: 0.3637 (0.3625)  loss_vfl_dn_3: 0.3576 (0.3555)  loss_vfl_dn_4: 0.3545 (0.3530)  loss_vfl_dn_5: 0.3556 (0.3523)  time: 0.4826  data: 0.0135  max mem: 5654
Epoch: [64]  [4100/7393]  eta: 0:26:35  lr: 0.000010  loss: 15.1857 (15.2131)  loss_bbox: 0.1348 (0.1464)  loss_bbox_aux_0: 0.1579 (0.1588)  loss_bbox_aux_1: 0.1470 (0.1513)  loss_bbox_aux_2: 0.1545 (0.1488)  loss_bbox_aux_3: 0.1531 (0.1471)  loss_bbox_aux_4: 0.1444 (0.1465)  loss_bbox_aux_5: 0.1868 (0.1931)  loss_bbox_dn_0: 0.2530 (0.2517)  loss_bbox_dn_1: 0.1881 (0.1828)  loss_bbox_dn_2: 0.1684 (0.1629)  loss_bbox_dn_3: 0.1633 (0.1572)  loss_bbox_dn_4: 0.1613 (0.1558)  loss_bbox_dn_5: 0.1613 (0.1558)  loss_giou: 0.4375 (0.4592)  loss_giou_aux_0: 0.4511 (0.4821)  loss_giou_aux_1: 0.4499 (0.4692)  loss_giou_aux_2: 0.4299 (0.4636)  loss_giou_aux_3: 0.4483 (0.4605)  loss_giou_aux_4: 0.4415 (0.4594)  loss_giou_aux_5: 0.5150 (0.5431)  loss_giou_dn_0: 0.5530 (0.5583)  loss_giou_dn_1: 0.4345 (0.4499)  loss_giou_dn_2: 0.4091 (0.4185)  loss_giou_dn_3: 0.4045 (0.4102)  loss_giou_dn_4: 0.4026 (0.4081)  loss_giou_dn_5: 0.4026 (0.4083)  loss_vfl: 0.6597 (0.6492)  loss_vfl_aux_0: 0.7885 (0.7454)  loss_vfl_aux_1: 0.7407 (0.6997)  loss_vfl_aux_2: 0.7045 (0.6751)  loss_vfl_aux_3: 0.6732 (0.6613)  loss_vfl_aux_4: 0.6613 (0.6531)  loss_vfl_aux_5: 0.7701 (0.7354)  loss_vfl_dn_0: 0.4422 (0.4438)  loss_vfl_dn_1: 0.3736 (0.3784)  loss_vfl_dn_2: 0.3591 (0.3625)  loss_vfl_dn_3: 0.3492 (0.3555)  loss_vfl_dn_4: 0.3475 (0.3530)  loss_vfl_dn_5: 0.3462 (0.3523)  time: 0.4651  data: 0.0135  max mem: 5654
Epoch: [64]  [4200/7393]  eta: 0:25:46  lr: 0.000010  loss: 15.8962 (15.2174)  loss_bbox: 0.1396 (0.1463)  loss_bbox_aux_0: 0.1510 (0.1587)  loss_bbox_aux_1: 0.1449 (0.1513)  loss_bbox_aux_2: 0.1346 (0.1487)  loss_bbox_aux_3: 0.1377 (0.1470)  loss_bbox_aux_4: 0.1383 (0.1464)  loss_bbox_aux_5: 0.1797 (0.1931)  loss_bbox_dn_0: 0.2287 (0.2516)  loss_bbox_dn_1: 0.1696 (0.1827)  loss_bbox_dn_2: 0.1529 (0.1628)  loss_bbox_dn_3: 0.1436 (0.1571)  loss_bbox_dn_4: 0.1412 (0.1557)  loss_bbox_dn_5: 0.1410 (0.1557)  loss_giou: 0.4745 (0.4597)  loss_giou_aux_0: 0.4954 (0.4824)  loss_giou_aux_1: 0.4920 (0.4696)  loss_giou_aux_2: 0.4744 (0.4640)  loss_giou_aux_3: 0.4733 (0.4609)  loss_giou_aux_4: 0.4786 (0.4598)  loss_giou_aux_5: 0.5595 (0.5436)  loss_giou_dn_0: 0.5894 (0.5585)  loss_giou_dn_1: 0.4901 (0.4501)  loss_giou_dn_2: 0.4455 (0.4188)  loss_giou_dn_3: 0.4390 (0.4105)  loss_giou_dn_4: 0.4355 (0.4084)  loss_giou_dn_5: 0.4356 (0.4085)  loss_vfl: 0.6468 (0.6493)  loss_vfl_aux_0: 0.7287 (0.7454)  loss_vfl_aux_1: 0.6820 (0.6997)  loss_vfl_aux_2: 0.6833 (0.6752)  loss_vfl_aux_3: 0.6699 (0.6615)  loss_vfl_aux_4: 0.6606 (0.6533)  loss_vfl_aux_5: 0.7141 (0.7354)  loss_vfl_dn_0: 0.4403 (0.4438)  loss_vfl_dn_1: 0.3919 (0.3785)  loss_vfl_dn_2: 0.3765 (0.3626)  loss_vfl_dn_3: 0.3695 (0.3556)  loss_vfl_dn_4: 0.3662 (0.3530)  loss_vfl_dn_5: 0.3636 (0.3523)  time: 0.4658  data: 0.0134  max mem: 5654
Epoch: [64]  [4300/7393]  eta: 0:24:57  lr: 0.000010  loss: 15.1964 (15.2161)  loss_bbox: 0.1367 (0.1464)  loss_bbox_aux_0: 0.1465 (0.1588)  loss_bbox_aux_1: 0.1427 (0.1514)  loss_bbox_aux_2: 0.1365 (0.1488)  loss_bbox_aux_3: 0.1379 (0.1471)  loss_bbox_aux_4: 0.1367 (0.1465)  loss_bbox_aux_5: 0.1840 (0.1931)  loss_bbox_dn_0: 0.2263 (0.2517)  loss_bbox_dn_1: 0.1704 (0.1828)  loss_bbox_dn_2: 0.1441 (0.1629)  loss_bbox_dn_3: 0.1420 (0.1571)  loss_bbox_dn_4: 0.1396 (0.1557)  loss_bbox_dn_5: 0.1396 (0.1557)  loss_giou: 0.4165 (0.4597)  loss_giou_aux_0: 0.4390 (0.4825)  loss_giou_aux_1: 0.4318 (0.4696)  loss_giou_aux_2: 0.4259 (0.4640)  loss_giou_aux_3: 0.4205 (0.4609)  loss_giou_aux_4: 0.4162 (0.4598)  loss_giou_aux_5: 0.4664 (0.5436)  loss_giou_dn_0: 0.5292 (0.5584)  loss_giou_dn_1: 0.4327 (0.4500)  loss_giou_dn_2: 0.4045 (0.4187)  loss_giou_dn_3: 0.3957 (0.4104)  loss_giou_dn_4: 0.3963 (0.4082)  loss_giou_dn_5: 0.3964 (0.4084)  loss_vfl: 0.6617 (0.6492)  loss_vfl_aux_0: 0.7308 (0.7451)  loss_vfl_aux_1: 0.6840 (0.6996)  loss_vfl_aux_2: 0.6739 (0.6751)  loss_vfl_aux_3: 0.6743 (0.6614)  loss_vfl_aux_4: 0.6666 (0.6532)  loss_vfl_aux_5: 0.7411 (0.7352)  loss_vfl_dn_0: 0.4364 (0.4437)  loss_vfl_dn_1: 0.3676 (0.3784)  loss_vfl_dn_2: 0.3543 (0.3625)  loss_vfl_dn_3: 0.3460 (0.3555)  loss_vfl_dn_4: 0.3446 (0.3530)  loss_vfl_dn_5: 0.3431 (0.3523)  time: 0.5051  data: 0.0134  max mem: 5654
Epoch: [64]  [4400/7393]  eta: 0:24:08  lr: 0.000010  loss: 15.1081 (15.2172)  loss_bbox: 0.1428 (0.1464)  loss_bbox_aux_0: 0.1606 (0.1588)  loss_bbox_aux_1: 0.1590 (0.1514)  loss_bbox_aux_2: 0.1485 (0.1488)  loss_bbox_aux_3: 0.1483 (0.1471)  loss_bbox_aux_4: 0.1451 (0.1465)  loss_bbox_aux_5: 0.1981 (0.1933)  loss_bbox_dn_0: 0.2564 (0.2519)  loss_bbox_dn_1: 0.2082 (0.1830)  loss_bbox_dn_2: 0.1704 (0.1630)  loss_bbox_dn_3: 0.1648 (0.1572)  loss_bbox_dn_4: 0.1633 (0.1559)  loss_bbox_dn_5: 0.1634 (0.1559)  loss_giou: 0.3978 (0.4596)  loss_giou_aux_0: 0.4342 (0.4824)  loss_giou_aux_1: 0.4172 (0.4695)  loss_giou_aux_2: 0.4112 (0.4639)  loss_giou_aux_3: 0.4100 (0.4608)  loss_giou_aux_4: 0.4093 (0.4597)  loss_giou_aux_5: 0.5051 (0.5435)  loss_giou_dn_0: 0.5249 (0.5584)  loss_giou_dn_1: 0.4205 (0.4499)  loss_giou_dn_2: 0.3879 (0.4186)  loss_giou_dn_3: 0.3774 (0.4103)  loss_giou_dn_4: 0.3726 (0.4082)  loss_giou_dn_5: 0.3731 (0.4084)  loss_vfl: 0.6674 (0.6493)  loss_vfl_aux_0: 0.7438 (0.7451)  loss_vfl_aux_1: 0.6941 (0.6996)  loss_vfl_aux_2: 0.6789 (0.6753)  loss_vfl_aux_3: 0.6718 (0.6616)  loss_vfl_aux_4: 0.6442 (0.6534)  loss_vfl_aux_5: 0.7219 (0.7353)  loss_vfl_dn_0: 0.4397 (0.4438)  loss_vfl_dn_1: 0.3732 (0.3784)  loss_vfl_dn_2: 0.3606 (0.3625)  loss_vfl_dn_3: 0.3542 (0.3554)  loss_vfl_dn_4: 0.3510 (0.3529)  loss_vfl_dn_5: 0.3508 (0.3522)  time: 0.4709  data: 0.0135  max mem: 5654
Epoch: [64]  [4500/7393]  eta: 0:23:19  lr: 0.000010  loss: 14.6894 (15.2162)  loss_bbox: 0.1355 (0.1463)  loss_bbox_aux_0: 0.1492 (0.1587)  loss_bbox_aux_1: 0.1551 (0.1513)  loss_bbox_aux_2: 0.1394 (0.1487)  loss_bbox_aux_3: 0.1445 (0.1470)  loss_bbox_aux_4: 0.1331 (0.1464)  loss_bbox_aux_5: 0.1907 (0.1931)  loss_bbox_dn_0: 0.2345 (0.2516)  loss_bbox_dn_1: 0.1631 (0.1828)  loss_bbox_dn_2: 0.1406 (0.1628)  loss_bbox_dn_3: 0.1378 (0.1571)  loss_bbox_dn_4: 0.1404 (0.1557)  loss_bbox_dn_5: 0.1405 (0.1557)  loss_giou: 0.4195 (0.4598)  loss_giou_aux_0: 0.4364 (0.4825)  loss_giou_aux_1: 0.4252 (0.4697)  loss_giou_aux_2: 0.4190 (0.4641)  loss_giou_aux_3: 0.4101 (0.4610)  loss_giou_aux_4: 0.4153 (0.4599)  loss_giou_aux_5: 0.4960 (0.5436)  loss_giou_dn_0: 0.5095 (0.5584)  loss_giou_dn_1: 0.4050 (0.4500)  loss_giou_dn_2: 0.3796 (0.4187)  loss_giou_dn_3: 0.3725 (0.4104)  loss_giou_dn_4: 0.3703 (0.4083)  loss_giou_dn_5: 0.3703 (0.4084)  loss_vfl: 0.6748 (0.6492)  loss_vfl_aux_0: 0.7809 (0.7451)  loss_vfl_aux_1: 0.7037 (0.6994)  loss_vfl_aux_2: 0.6938 (0.6752)  loss_vfl_aux_3: 0.6738 (0.6614)  loss_vfl_aux_4: 0.6711 (0.6533)  loss_vfl_aux_5: 0.7364 (0.7352)  loss_vfl_dn_0: 0.4481 (0.4438)  loss_vfl_dn_1: 0.3729 (0.3784)  loss_vfl_dn_2: 0.3566 (0.3625)  loss_vfl_dn_3: 0.3504 (0.3555)  loss_vfl_dn_4: 0.3485 (0.3530)  loss_vfl_dn_5: 0.3494 (0.3523)  time: 0.4679  data: 0.0135  max mem: 5654
Epoch: [64]  [4600/7393]  eta: 0:22:29  lr: 0.000010  loss: 15.7301 (15.2178)  loss_bbox: 0.1463 (0.1463)  loss_bbox_aux_0: 0.1546 (0.1587)  loss_bbox_aux_1: 0.1609 (0.1513)  loss_bbox_aux_2: 0.1611 (0.1487)  loss_bbox_aux_3: 0.1544 (0.1470)  loss_bbox_aux_4: 0.1464 (0.1464)  loss_bbox_aux_5: 0.1831 (0.1931)  loss_bbox_dn_0: 0.2380 (0.2515)  loss_bbox_dn_1: 0.1797 (0.1827)  loss_bbox_dn_2: 0.1596 (0.1628)  loss_bbox_dn_3: 0.1544 (0.1570)  loss_bbox_dn_4: 0.1550 (0.1556)  loss_bbox_dn_5: 0.1550 (0.1556)  loss_giou: 0.4830 (0.4600)  loss_giou_aux_0: 0.5017 (0.4827)  loss_giou_aux_1: 0.4911 (0.4700)  loss_giou_aux_2: 0.4923 (0.4644)  loss_giou_aux_3: 0.4868 (0.4613)  loss_giou_aux_4: 0.4847 (0.4601)  loss_giou_aux_5: 0.5670 (0.5438)  loss_giou_dn_0: 0.5893 (0.5585)  loss_giou_dn_1: 0.4847 (0.4502)  loss_giou_dn_2: 0.4553 (0.4188)  loss_giou_dn_3: 0.4456 (0.4105)  loss_giou_dn_4: 0.4435 (0.4084)  loss_giou_dn_5: 0.4443 (0.4086)  loss_vfl: 0.6450 (0.6491)  loss_vfl_aux_0: 0.7246 (0.7449)  loss_vfl_aux_1: 0.6782 (0.6993)  loss_vfl_aux_2: 0.6560 (0.6750)  loss_vfl_aux_3: 0.6507 (0.6613)  loss_vfl_aux_4: 0.6617 (0.6532)  loss_vfl_aux_5: 0.7119 (0.7352)  loss_vfl_dn_0: 0.4493 (0.4438)  loss_vfl_dn_1: 0.3924 (0.3785)  loss_vfl_dn_2: 0.3748 (0.3626)  loss_vfl_dn_3: 0.3696 (0.3555)  loss_vfl_dn_4: 0.3673 (0.3530)  loss_vfl_dn_5: 0.3664 (0.3523)  time: 0.4686  data: 0.0134  max mem: 5654
Epoch: [64]  [4700/7393]  eta: 0:21:40  lr: 0.000010  loss: 14.7490 (15.2150)  loss_bbox: 0.1314 (0.1463)  loss_bbox_aux_0: 0.1500 (0.1587)  loss_bbox_aux_1: 0.1537 (0.1513)  loss_bbox_aux_2: 0.1477 (0.1487)  loss_bbox_aux_3: 0.1374 (0.1469)  loss_bbox_aux_4: 0.1291 (0.1464)  loss_bbox_aux_5: 0.1844 (0.1930)  loss_bbox_dn_0: 0.2143 (0.2514)  loss_bbox_dn_1: 0.1537 (0.1826)  loss_bbox_dn_2: 0.1371 (0.1627)  loss_bbox_dn_3: 0.1297 (0.1569)  loss_bbox_dn_4: 0.1275 (0.1555)  loss_bbox_dn_5: 0.1276 (0.1555)  loss_giou: 0.4142 (0.4597)  loss_giou_aux_0: 0.4426 (0.4825)  loss_giou_aux_1: 0.4166 (0.4697)  loss_giou_aux_2: 0.4284 (0.4641)  loss_giou_aux_3: 0.4218 (0.4610)  loss_giou_aux_4: 0.4141 (0.4598)  loss_giou_aux_5: 0.5142 (0.5435)  loss_giou_dn_0: 0.5361 (0.5582)  loss_giou_dn_1: 0.4330 (0.4499)  loss_giou_dn_2: 0.4012 (0.4186)  loss_giou_dn_3: 0.3890 (0.4103)  loss_giou_dn_4: 0.3883 (0.4082)  loss_giou_dn_5: 0.3892 (0.4083)  loss_vfl: 0.6176 (0.6494)  loss_vfl_aux_0: 0.7192 (0.7450)  loss_vfl_aux_1: 0.6482 (0.6995)  loss_vfl_aux_2: 0.6395 (0.6752)  loss_vfl_aux_3: 0.6343 (0.6615)  loss_vfl_aux_4: 0.6269 (0.6535)  loss_vfl_aux_5: 0.7273 (0.7354)  loss_vfl_dn_0: 0.4367 (0.4438)  loss_vfl_dn_1: 0.3711 (0.3784)  loss_vfl_dn_2: 0.3575 (0.3625)  loss_vfl_dn_3: 0.3500 (0.3555)  loss_vfl_dn_4: 0.3469 (0.3530)  loss_vfl_dn_5: 0.3459 (0.3523)  time: 0.4739  data: 0.0136  max mem: 5654
Epoch: [64]  [4800/7393]  eta: 0:20:51  lr: 0.000010  loss: 15.0840 (15.2211)  loss_bbox: 0.1396 (0.1463)  loss_bbox_aux_0: 0.1509 (0.1587)  loss_bbox_aux_1: 0.1497 (0.1514)  loss_bbox_aux_2: 0.1449 (0.1488)  loss_bbox_aux_3: 0.1414 (0.1470)  loss_bbox_aux_4: 0.1404 (0.1464)  loss_bbox_aux_5: 0.1835 (0.1931)  loss_bbox_dn_0: 0.2245 (0.2515)  loss_bbox_dn_1: 0.1591 (0.1827)  loss_bbox_dn_2: 0.1483 (0.1628)  loss_bbox_dn_3: 0.1460 (0.1570)  loss_bbox_dn_4: 0.1444 (0.1556)  loss_bbox_dn_5: 0.1444 (0.1556)  loss_giou: 0.4366 (0.4600)  loss_giou_aux_0: 0.4800 (0.4829)  loss_giou_aux_1: 0.4572 (0.4701)  loss_giou_aux_2: 0.4395 (0.4644)  loss_giou_aux_3: 0.4433 (0.4613)  loss_giou_aux_4: 0.4439 (0.4601)  loss_giou_aux_5: 0.5441 (0.5438)  loss_giou_dn_0: 0.5657 (0.5585)  loss_giou_dn_1: 0.4511 (0.4501)  loss_giou_dn_2: 0.4162 (0.4189)  loss_giou_dn_3: 0.4088 (0.4106)  loss_giou_dn_4: 0.4079 (0.4084)  loss_giou_dn_5: 0.4078 (0.4086)  loss_vfl: 0.6481 (0.6498)  loss_vfl_aux_0: 0.7303 (0.7450)  loss_vfl_aux_1: 0.6878 (0.6996)  loss_vfl_aux_2: 0.6736 (0.6755)  loss_vfl_aux_3: 0.6550 (0.6618)  loss_vfl_aux_4: 0.6423 (0.6539)  loss_vfl_aux_5: 0.7269 (0.7354)  loss_vfl_dn_0: 0.4465 (0.4438)  loss_vfl_dn_1: 0.3746 (0.3784)  loss_vfl_dn_2: 0.3560 (0.3625)  loss_vfl_dn_3: 0.3504 (0.3555)  loss_vfl_dn_4: 0.3491 (0.3530)  loss_vfl_dn_5: 0.3461 (0.3523)  time: 0.4686  data: 0.0135  max mem: 5654
Epoch: [64]  [4900/7393]  eta: 0:20:02  lr: 0.000010  loss: 14.7992 (15.2199)  loss_bbox: 0.1387 (0.1463)  loss_bbox_aux_0: 0.1544 (0.1587)  loss_bbox_aux_1: 0.1368 (0.1514)  loss_bbox_aux_2: 0.1337 (0.1487)  loss_bbox_aux_3: 0.1405 (0.1470)  loss_bbox_aux_4: 0.1397 (0.1464)  loss_bbox_aux_5: 0.1871 (0.1932)  loss_bbox_dn_0: 0.2594 (0.2515)  loss_bbox_dn_1: 0.1819 (0.1827)  loss_bbox_dn_2: 0.1623 (0.1628)  loss_bbox_dn_3: 0.1562 (0.1570)  loss_bbox_dn_4: 0.1565 (0.1556)  loss_bbox_dn_5: 0.1566 (0.1556)  loss_giou: 0.4190 (0.4599)  loss_giou_aux_0: 0.4239 (0.4828)  loss_giou_aux_1: 0.4322 (0.4700)  loss_giou_aux_2: 0.4081 (0.4643)  loss_giou_aux_3: 0.4215 (0.4612)  loss_giou_aux_4: 0.4193 (0.4600)  loss_giou_aux_5: 0.5025 (0.5438)  loss_giou_dn_0: 0.5323 (0.5583)  loss_giou_dn_1: 0.4293 (0.4500)  loss_giou_dn_2: 0.4107 (0.4187)  loss_giou_dn_3: 0.4017 (0.4105)  loss_giou_dn_4: 0.4013 (0.4083)  loss_giou_dn_5: 0.4020 (0.4085)  loss_vfl: 0.6834 (0.6499)  loss_vfl_aux_0: 0.7538 (0.7451)  loss_vfl_aux_1: 0.7025 (0.6996)  loss_vfl_aux_2: 0.6941 (0.6757)  loss_vfl_aux_3: 0.6818 (0.6619)  loss_vfl_aux_4: 0.6802 (0.6540)  loss_vfl_aux_5: 0.7443 (0.7355)  loss_vfl_dn_0: 0.4411 (0.4437)  loss_vfl_dn_1: 0.3710 (0.3784)  loss_vfl_dn_2: 0.3554 (0.3625)  loss_vfl_dn_3: 0.3482 (0.3555)  loss_vfl_dn_4: 0.3474 (0.3529)  loss_vfl_dn_5: 0.3468 (0.3522)  time: 0.4697  data: 0.0132  max mem: 5654
Epoch: [64]  [5000/7393]  eta: 0:19:13  lr: 0.000010  loss: 15.0914 (15.2198)  loss_bbox: 0.1381 (0.1463)  loss_bbox_aux_0: 0.1459 (0.1588)  loss_bbox_aux_1: 0.1407 (0.1515)  loss_bbox_aux_2: 0.1344 (0.1488)  loss_bbox_aux_3: 0.1285 (0.1471)  loss_bbox_aux_4: 0.1327 (0.1464)  loss_bbox_aux_5: 0.1776 (0.1932)  loss_bbox_dn_0: 0.2087 (0.2514)  loss_bbox_dn_1: 0.1478 (0.1826)  loss_bbox_dn_2: 0.1349 (0.1627)  loss_bbox_dn_3: 0.1274 (0.1569)  loss_bbox_dn_4: 0.1272 (0.1556)  loss_bbox_dn_5: 0.1272 (0.1556)  loss_giou: 0.4673 (0.4600)  loss_giou_aux_0: 0.5173 (0.4829)  loss_giou_aux_1: 0.4916 (0.4701)  loss_giou_aux_2: 0.4872 (0.4644)  loss_giou_aux_3: 0.4783 (0.4612)  loss_giou_aux_4: 0.4686 (0.4601)  loss_giou_aux_5: 0.5751 (0.5439)  loss_giou_dn_0: 0.5574 (0.5583)  loss_giou_dn_1: 0.4529 (0.4500)  loss_giou_dn_2: 0.4261 (0.4187)  loss_giou_dn_3: 0.4218 (0.4105)  loss_giou_dn_4: 0.4180 (0.4083)  loss_giou_dn_5: 0.4184 (0.4085)  loss_vfl: 0.6231 (0.6498)  loss_vfl_aux_0: 0.7032 (0.7449)  loss_vfl_aux_1: 0.6712 (0.6995)  loss_vfl_aux_2: 0.6489 (0.6756)  loss_vfl_aux_3: 0.6218 (0.6618)  loss_vfl_aux_4: 0.6301 (0.6540)  loss_vfl_aux_5: 0.7195 (0.7353)  loss_vfl_dn_0: 0.4450 (0.4437)  loss_vfl_dn_1: 0.3776 (0.3784)  loss_vfl_dn_2: 0.3676 (0.3624)  loss_vfl_dn_3: 0.3607 (0.3554)  loss_vfl_dn_4: 0.3582 (0.3529)  loss_vfl_dn_5: 0.3581 (0.3522)  time: 0.4704  data: 0.0135  max mem: 5654
Epoch: [64]  [5100/7393]  eta: 0:18:25  lr: 0.000010  loss: 14.5139 (15.2184)  loss_bbox: 0.1533 (0.1463)  loss_bbox_aux_0: 0.1627 (0.1587)  loss_bbox_aux_1: 0.1530 (0.1515)  loss_bbox_aux_2: 0.1538 (0.1488)  loss_bbox_aux_3: 0.1572 (0.1470)  loss_bbox_aux_4: 0.1577 (0.1464)  loss_bbox_aux_5: 0.1977 (0.1932)  loss_bbox_dn_0: 0.2502 (0.2513)  loss_bbox_dn_1: 0.1772 (0.1826)  loss_bbox_dn_2: 0.1598 (0.1627)  loss_bbox_dn_3: 0.1557 (0.1569)  loss_bbox_dn_4: 0.1529 (0.1555)  loss_bbox_dn_5: 0.1529 (0.1555)  loss_giou: 0.4420 (0.4598)  loss_giou_aux_0: 0.4244 (0.4828)  loss_giou_aux_1: 0.4174 (0.4699)  loss_giou_aux_2: 0.4343 (0.4643)  loss_giou_aux_3: 0.4353 (0.4611)  loss_giou_aux_4: 0.4398 (0.4599)  loss_giou_aux_5: 0.5095 (0.5438)  loss_giou_dn_0: 0.5415 (0.5582)  loss_giou_dn_1: 0.4273 (0.4499)  loss_giou_dn_2: 0.3894 (0.4187)  loss_giou_dn_3: 0.3791 (0.4104)  loss_giou_dn_4: 0.3767 (0.4082)  loss_giou_dn_5: 0.3768 (0.4084)  loss_vfl: 0.6068 (0.6499)  loss_vfl_aux_0: 0.7084 (0.7450)  loss_vfl_aux_1: 0.6806 (0.6997)  loss_vfl_aux_2: 0.6291 (0.6757)  loss_vfl_aux_3: 0.6029 (0.6620)  loss_vfl_aux_4: 0.6057 (0.6541)  loss_vfl_aux_5: 0.7049 (0.7353)  loss_vfl_dn_0: 0.4325 (0.4437)  loss_vfl_dn_1: 0.3743 (0.3784)  loss_vfl_dn_2: 0.3557 (0.3624)  loss_vfl_dn_3: 0.3500 (0.3554)  loss_vfl_dn_4: 0.3459 (0.3529)  loss_vfl_dn_5: 0.3439 (0.3522)  time: 0.4611  data: 0.0133  max mem: 5654
Epoch: [64]  [5200/7393]  eta: 0:17:39  lr: 0.000010  loss: 15.0830 (15.2161)  loss_bbox: 0.1288 (0.1463)  loss_bbox_aux_0: 0.1411 (0.1587)  loss_bbox_aux_1: 0.1337 (0.1514)  loss_bbox_aux_2: 0.1261 (0.1488)  loss_bbox_aux_3: 0.1302 (0.1470)  loss_bbox_aux_4: 0.1246 (0.1463)  loss_bbox_aux_5: 0.1824 (0.1932)  loss_bbox_dn_0: 0.2267 (0.2514)  loss_bbox_dn_1: 0.1547 (0.1826)  loss_bbox_dn_2: 0.1375 (0.1627)  loss_bbox_dn_3: 0.1339 (0.1569)  loss_bbox_dn_4: 0.1349 (0.1555)  loss_bbox_dn_5: 0.1349 (0.1555)  loss_giou: 0.4659 (0.4597)  loss_giou_aux_0: 0.5120 (0.4826)  loss_giou_aux_1: 0.4927 (0.4697)  loss_giou_aux_2: 0.4727 (0.4642)  loss_giou_aux_3: 0.4710 (0.4610)  loss_giou_aux_4: 0.4671 (0.4597)  loss_giou_aux_5: 0.5337 (0.5436)  loss_giou_dn_0: 0.5567 (0.5580)  loss_giou_dn_1: 0.4401 (0.4497)  loss_giou_dn_2: 0.4066 (0.4185)  loss_giou_dn_3: 0.3950 (0.4102)  loss_giou_dn_4: 0.3941 (0.4081)  loss_giou_dn_5: 0.3942 (0.4083)  loss_vfl: 0.6170 (0.6500)  loss_vfl_aux_0: 0.7123 (0.7451)  loss_vfl_aux_1: 0.6606 (0.6998)  loss_vfl_aux_2: 0.6220 (0.6756)  loss_vfl_aux_3: 0.6202 (0.6620)  loss_vfl_aux_4: 0.6255 (0.6541)  loss_vfl_aux_5: 0.7161 (0.7354)  loss_vfl_dn_0: 0.4348 (0.4436)  loss_vfl_dn_1: 0.3723 (0.3783)  loss_vfl_dn_2: 0.3589 (0.3623)  loss_vfl_dn_3: 0.3542 (0.3553)  loss_vfl_dn_4: 0.3506 (0.3528)  loss_vfl_dn_5: 0.3484 (0.3521)  time: 0.4816  data: 0.0133  max mem: 5654
Epoch: [64]  [5300/7393]  eta: 0:16:50  lr: 0.000010  loss: 15.4360 (15.2189)  loss_bbox: 0.1422 (0.1464)  loss_bbox_aux_0: 0.1560 (0.1588)  loss_bbox_aux_1: 0.1427 (0.1515)  loss_bbox_aux_2: 0.1440 (0.1489)  loss_bbox_aux_3: 0.1389 (0.1471)  loss_bbox_aux_4: 0.1410 (0.1464)  loss_bbox_aux_5: 0.1883 (0.1932)  loss_bbox_dn_0: 0.2400 (0.2515)  loss_bbox_dn_1: 0.1770 (0.1827)  loss_bbox_dn_2: 0.1517 (0.1628)  loss_bbox_dn_3: 0.1460 (0.1570)  loss_bbox_dn_4: 0.1497 (0.1556)  loss_bbox_dn_5: 0.1497 (0.1557)  loss_giou: 0.5034 (0.4598)  loss_giou_aux_0: 0.5051 (0.4828)  loss_giou_aux_1: 0.5049 (0.4699)  loss_giou_aux_2: 0.4962 (0.4643)  loss_giou_aux_3: 0.4918 (0.4611)  loss_giou_aux_4: 0.5045 (0.4599)  loss_giou_aux_5: 0.5590 (0.5437)  loss_giou_dn_0: 0.5571 (0.5581)  loss_giou_dn_1: 0.4425 (0.4498)  loss_giou_dn_2: 0.4144 (0.4186)  loss_giou_dn_3: 0.4072 (0.4103)  loss_giou_dn_4: 0.4041 (0.4082)  loss_giou_dn_5: 0.4041 (0.4084)  loss_vfl: 0.6377 (0.6500)  loss_vfl_aux_0: 0.7273 (0.7451)  loss_vfl_aux_1: 0.7039 (0.6998)  loss_vfl_aux_2: 0.6802 (0.6756)  loss_vfl_aux_3: 0.6604 (0.6620)  loss_vfl_aux_4: 0.6458 (0.6541)  loss_vfl_aux_5: 0.7325 (0.7355)  loss_vfl_dn_0: 0.4454 (0.4436)  loss_vfl_dn_1: 0.3803 (0.3782)  loss_vfl_dn_2: 0.3616 (0.3623)  loss_vfl_dn_3: 0.3546 (0.3553)  loss_vfl_dn_4: 0.3522 (0.3528)  loss_vfl_dn_5: 0.3508 (0.3521)  time: 0.4849  data: 0.0130  max mem: 5654
Epoch: [64]  [5400/7393]  eta: 0:16:01  lr: 0.000010  loss: 15.3375 (15.2186)  loss_bbox: 0.1449 (0.1464)  loss_bbox_aux_0: 0.1630 (0.1588)  loss_bbox_aux_1: 0.1551 (0.1515)  loss_bbox_aux_2: 0.1485 (0.1488)  loss_bbox_aux_3: 0.1413 (0.1471)  loss_bbox_aux_4: 0.1449 (0.1464)  loss_bbox_aux_5: 0.1997 (0.1932)  loss_bbox_dn_0: 0.2418 (0.2514)  loss_bbox_dn_1: 0.1842 (0.1826)  loss_bbox_dn_2: 0.1677 (0.1628)  loss_bbox_dn_3: 0.1648 (0.1570)  loss_bbox_dn_4: 0.1656 (0.1556)  loss_bbox_dn_5: 0.1656 (0.1556)  loss_giou: 0.4096 (0.4599)  loss_giou_aux_0: 0.4352 (0.4829)  loss_giou_aux_1: 0.4168 (0.4700)  loss_giou_aux_2: 0.4170 (0.4644)  loss_giou_aux_3: 0.4139 (0.4612)  loss_giou_aux_4: 0.4113 (0.4600)  loss_giou_aux_5: 0.5019 (0.5438)  loss_giou_dn_0: 0.5430 (0.5581)  loss_giou_dn_1: 0.4332 (0.4499)  loss_giou_dn_2: 0.4046 (0.4186)  loss_giou_dn_3: 0.3956 (0.4103)  loss_giou_dn_4: 0.3943 (0.4082)  loss_giou_dn_5: 0.3943 (0.4084)  loss_vfl: 0.6239 (0.6499)  loss_vfl_aux_0: 0.6955 (0.7449)  loss_vfl_aux_1: 0.6686 (0.6996)  loss_vfl_aux_2: 0.6448 (0.6755)  loss_vfl_aux_3: 0.6512 (0.6620)  loss_vfl_aux_4: 0.6280 (0.6540)  loss_vfl_aux_5: 0.7045 (0.7354)  loss_vfl_dn_0: 0.4387 (0.4436)  loss_vfl_dn_1: 0.3805 (0.3783)  loss_vfl_dn_2: 0.3624 (0.3623)  loss_vfl_dn_3: 0.3545 (0.3553)  loss_vfl_dn_4: 0.3528 (0.3528)  loss_vfl_dn_5: 0.3518 (0.3521)  time: 0.4688  data: 0.0130  max mem: 5654
Epoch: [64]  [5500/7393]  eta: 0:15:13  lr: 0.000010  loss: 14.6719 (15.2185)  loss_bbox: 0.1306 (0.1464)  loss_bbox_aux_0: 0.1483 (0.1589)  loss_bbox_aux_1: 0.1381 (0.1516)  loss_bbox_aux_2: 0.1387 (0.1489)  loss_bbox_aux_3: 0.1289 (0.1471)  loss_bbox_aux_4: 0.1283 (0.1464)  loss_bbox_aux_5: 0.1804 (0.1933)  loss_bbox_dn_0: 0.2375 (0.2514)  loss_bbox_dn_1: 0.1605 (0.1827)  loss_bbox_dn_2: 0.1456 (0.1628)  loss_bbox_dn_3: 0.1395 (0.1570)  loss_bbox_dn_4: 0.1378 (0.1556)  loss_bbox_dn_5: 0.1379 (0.1556)  loss_giou: 0.4355 (0.4596)  loss_giou_aux_0: 0.4498 (0.4827)  loss_giou_aux_1: 0.4339 (0.4699)  loss_giou_aux_2: 0.4359 (0.4642)  loss_giou_aux_3: 0.4374 (0.4609)  loss_giou_aux_4: 0.4337 (0.4597)  loss_giou_aux_5: 0.5250 (0.5436)  loss_giou_dn_0: 0.5406 (0.5580)  loss_giou_dn_1: 0.4397 (0.4498)  loss_giou_dn_2: 0.4129 (0.4186)  loss_giou_dn_3: 0.4063 (0.4103)  loss_giou_dn_4: 0.4048 (0.4081)  loss_giou_dn_5: 0.4052 (0.4083)  loss_vfl: 0.6669 (0.6501)  loss_vfl_aux_0: 0.7515 (0.7451)  loss_vfl_aux_1: 0.6956 (0.6997)  loss_vfl_aux_2: 0.6724 (0.6759)  loss_vfl_aux_3: 0.6660 (0.6623)  loss_vfl_aux_4: 0.6632 (0.6543)  loss_vfl_aux_5: 0.7432 (0.7356)  loss_vfl_dn_0: 0.4450 (0.4436)  loss_vfl_dn_1: 0.3798 (0.3782)  loss_vfl_dn_2: 0.3597 (0.3623)  loss_vfl_dn_3: 0.3516 (0.3553)  loss_vfl_dn_4: 0.3502 (0.3528)  loss_vfl_dn_5: 0.3498 (0.3521)  time: 0.4620  data: 0.0129  max mem: 5654
Epoch: [64]  [5600/7393]  eta: 0:14:24  lr: 0.000010  loss: 14.9218 (15.2206)  loss_bbox: 0.1429 (0.1464)  loss_bbox_aux_0: 0.1572 (0.1589)  loss_bbox_aux_1: 0.1531 (0.1517)  loss_bbox_aux_2: 0.1480 (0.1489)  loss_bbox_aux_3: 0.1402 (0.1471)  loss_bbox_aux_4: 0.1426 (0.1464)  loss_bbox_aux_5: 0.1931 (0.1934)  loss_bbox_dn_0: 0.2425 (0.2515)  loss_bbox_dn_1: 0.1767 (0.1827)  loss_bbox_dn_2: 0.1525 (0.1628)  loss_bbox_dn_3: 0.1492 (0.1570)  loss_bbox_dn_4: 0.1490 (0.1556)  loss_bbox_dn_5: 0.1491 (0.1556)  loss_giou: 0.4041 (0.4598)  loss_giou_aux_0: 0.4368 (0.4829)  loss_giou_aux_1: 0.4253 (0.4701)  loss_giou_aux_2: 0.4044 (0.4644)  loss_giou_aux_3: 0.4053 (0.4612)  loss_giou_aux_4: 0.4007 (0.4599)  loss_giou_aux_5: 0.5135 (0.5438)  loss_giou_dn_0: 0.5349 (0.5582)  loss_giou_dn_1: 0.4271 (0.4500)  loss_giou_dn_2: 0.3985 (0.4187)  loss_giou_dn_3: 0.3963 (0.4104)  loss_giou_dn_4: 0.3961 (0.4083)  loss_giou_dn_5: 0.3962 (0.4085)  loss_vfl: 0.6247 (0.6501)  loss_vfl_aux_0: 0.7155 (0.7449)  loss_vfl_aux_1: 0.6780 (0.6996)  loss_vfl_aux_2: 0.6529 (0.6757)  loss_vfl_aux_3: 0.6361 (0.6622)  loss_vfl_aux_4: 0.6296 (0.6544)  loss_vfl_aux_5: 0.7114 (0.7355)  loss_vfl_dn_0: 0.4356 (0.4435)  loss_vfl_dn_1: 0.3647 (0.3782)  loss_vfl_dn_2: 0.3505 (0.3623)  loss_vfl_dn_3: 0.3431 (0.3553)  loss_vfl_dn_4: 0.3392 (0.3528)  loss_vfl_dn_5: 0.3379 (0.3521)  time: 0.4655  data: 0.0127  max mem: 5654
Epoch: [64]  [5700/7393]  eta: 0:13:35  lr: 0.000010  loss: 14.8357 (15.2177)  loss_bbox: 0.1344 (0.1463)  loss_bbox_aux_0: 0.1568 (0.1589)  loss_bbox_aux_1: 0.1480 (0.1516)  loss_bbox_aux_2: 0.1384 (0.1489)  loss_bbox_aux_3: 0.1394 (0.1470)  loss_bbox_aux_4: 0.1346 (0.1464)  loss_bbox_aux_5: 0.1947 (0.1933)  loss_bbox_dn_0: 0.2389 (0.2515)  loss_bbox_dn_1: 0.1741 (0.1826)  loss_bbox_dn_2: 0.1556 (0.1628)  loss_bbox_dn_3: 0.1501 (0.1570)  loss_bbox_dn_4: 0.1493 (0.1556)  loss_bbox_dn_5: 0.1494 (0.1556)  loss_giou: 0.4427 (0.4596)  loss_giou_aux_0: 0.4814 (0.4827)  loss_giou_aux_1: 0.4612 (0.4699)  loss_giou_aux_2: 0.4417 (0.4642)  loss_giou_aux_3: 0.4397 (0.4609)  loss_giou_aux_4: 0.4439 (0.4596)  loss_giou_aux_5: 0.5476 (0.5437)  loss_giou_dn_0: 0.5591 (0.5580)  loss_giou_dn_1: 0.4419 (0.4498)  loss_giou_dn_2: 0.4118 (0.4186)  loss_giou_dn_3: 0.4017 (0.4103)  loss_giou_dn_4: 0.3976 (0.4081)  loss_giou_dn_5: 0.3975 (0.4083)  loss_vfl: 0.6665 (0.6503)  loss_vfl_aux_0: 0.7116 (0.7448)  loss_vfl_aux_1: 0.6790 (0.6995)  loss_vfl_aux_2: 0.6550 (0.6757)  loss_vfl_aux_3: 0.6610 (0.6623)  loss_vfl_aux_4: 0.6529 (0.6544)  loss_vfl_aux_5: 0.7038 (0.7355)  loss_vfl_dn_0: 0.4461 (0.4435)  loss_vfl_dn_1: 0.3762 (0.3782)  loss_vfl_dn_2: 0.3591 (0.3623)  loss_vfl_dn_3: 0.3545 (0.3553)  loss_vfl_dn_4: 0.3516 (0.3528)  loss_vfl_dn_5: 0.3520 (0.3521)  time: 0.4818  data: 0.0129  max mem: 5654
Epoch: [64]  [5800/7393]  eta: 0:12:49  lr: 0.000010  loss: 14.5910 (15.2144)  loss_bbox: 0.1508 (0.1464)  loss_bbox_aux_0: 0.1591 (0.1589)  loss_bbox_aux_1: 0.1513 (0.1517)  loss_bbox_aux_2: 0.1491 (0.1490)  loss_bbox_aux_3: 0.1503 (0.1471)  loss_bbox_aux_4: 0.1513 (0.1464)  loss_bbox_aux_5: 0.2004 (0.1934)  loss_bbox_dn_0: 0.2582 (0.2517)  loss_bbox_dn_1: 0.1863 (0.1828)  loss_bbox_dn_2: 0.1666 (0.1629)  loss_bbox_dn_3: 0.1614 (0.1570)  loss_bbox_dn_4: 0.1596 (0.1556)  loss_bbox_dn_5: 0.1596 (0.1557)  loss_giou: 0.4401 (0.4593)  loss_giou_aux_0: 0.4476 (0.4824)  loss_giou_aux_1: 0.4381 (0.4697)  loss_giou_aux_2: 0.4370 (0.4639)  loss_giou_aux_3: 0.4334 (0.4606)  loss_giou_aux_4: 0.4406 (0.4594)  loss_giou_aux_5: 0.5233 (0.5434)  loss_giou_dn_0: 0.5246 (0.5578)  loss_giou_dn_1: 0.4207 (0.4496)  loss_giou_dn_2: 0.3930 (0.4184)  loss_giou_dn_3: 0.3832 (0.4101)  loss_giou_dn_4: 0.3799 (0.4079)  loss_giou_dn_5: 0.3800 (0.4081)  loss_vfl: 0.6316 (0.6502)  loss_vfl_aux_0: 0.7529 (0.7447)  loss_vfl_aux_1: 0.6976 (0.6994)  loss_vfl_aux_2: 0.6587 (0.6756)  loss_vfl_aux_3: 0.6440 (0.6621)  loss_vfl_aux_4: 0.6362 (0.6544)  loss_vfl_aux_5: 0.7384 (0.7354)  loss_vfl_dn_0: 0.4448 (0.4435)  loss_vfl_dn_1: 0.3693 (0.3781)  loss_vfl_dn_2: 0.3508 (0.3622)  loss_vfl_dn_3: 0.3429 (0.3552)  loss_vfl_dn_4: 0.3398 (0.3527)  loss_vfl_dn_5: 0.3384 (0.3520)  time: 0.7530  data: 0.0129  max mem: 5654
Epoch: [64]  [5900/7393]  eta: 0:12:00  lr: 0.000010  loss: 15.2590 (15.2158)  loss_bbox: 0.1432 (0.1465)  loss_bbox_aux_0: 0.1685 (0.1590)  loss_bbox_aux_1: 0.1486 (0.1517)  loss_bbox_aux_2: 0.1494 (0.1490)  loss_bbox_aux_3: 0.1408 (0.1472)  loss_bbox_aux_4: 0.1438 (0.1465)  loss_bbox_aux_5: 0.1916 (0.1935)  loss_bbox_dn_0: 0.2621 (0.2517)  loss_bbox_dn_1: 0.1807 (0.1828)  loss_bbox_dn_2: 0.1589 (0.1629)  loss_bbox_dn_3: 0.1545 (0.1571)  loss_bbox_dn_4: 0.1543 (0.1557)  loss_bbox_dn_5: 0.1543 (0.1557)  loss_giou: 0.4032 (0.4594)  loss_giou_aux_0: 0.4145 (0.4825)  loss_giou_aux_1: 0.4071 (0.4698)  loss_giou_aux_2: 0.3983 (0.4640)  loss_giou_aux_3: 0.4051 (0.4608)  loss_giou_aux_4: 0.4010 (0.4595)  loss_giou_aux_5: 0.4808 (0.5435)  loss_giou_dn_0: 0.5547 (0.5579)  loss_giou_dn_1: 0.4359 (0.4497)  loss_giou_dn_2: 0.4101 (0.4184)  loss_giou_dn_3: 0.4003 (0.4101)  loss_giou_dn_4: 0.3971 (0.4080)  loss_giou_dn_5: 0.3972 (0.4082)  loss_vfl: 0.6603 (0.6501)  loss_vfl_aux_0: 0.7652 (0.7446)  loss_vfl_aux_1: 0.7187 (0.6993)  loss_vfl_aux_2: 0.6976 (0.6756)  loss_vfl_aux_3: 0.6670 (0.6621)  loss_vfl_aux_4: 0.6644 (0.6543)  loss_vfl_aux_5: 0.7402 (0.7353)  loss_vfl_dn_0: 0.4466 (0.4435)  loss_vfl_dn_1: 0.3806 (0.3782)  loss_vfl_dn_2: 0.3687 (0.3622)  loss_vfl_dn_3: 0.3619 (0.3552)  loss_vfl_dn_4: 0.3570 (0.3527)  loss_vfl_dn_5: 0.3577 (0.3520)  time: 0.4735  data: 0.0129  max mem: 5654
Epoch: [64]  [6000/7393]  eta: 0:11:12  lr: 0.000010  loss: 15.3989 (15.2159)  loss_bbox: 0.1453 (0.1464)  loss_bbox_aux_0: 0.1414 (0.1589)  loss_bbox_aux_1: 0.1388 (0.1517)  loss_bbox_aux_2: 0.1389 (0.1489)  loss_bbox_aux_3: 0.1378 (0.1471)  loss_bbox_aux_4: 0.1453 (0.1464)  loss_bbox_aux_5: 0.1735 (0.1934)  loss_bbox_dn_0: 0.2344 (0.2517)  loss_bbox_dn_1: 0.1694 (0.1828)  loss_bbox_dn_2: 0.1508 (0.1629)  loss_bbox_dn_3: 0.1463 (0.1571)  loss_bbox_dn_4: 0.1452 (0.1557)  loss_bbox_dn_5: 0.1453 (0.1557)  loss_giou: 0.4650 (0.4594)  loss_giou_aux_0: 0.5058 (0.4825)  loss_giou_aux_1: 0.4906 (0.4697)  loss_giou_aux_2: 0.4847 (0.4640)  loss_giou_aux_3: 0.4722 (0.4607)  loss_giou_aux_4: 0.4725 (0.4594)  loss_giou_aux_5: 0.5368 (0.5435)  loss_giou_dn_0: 0.5545 (0.5579)  loss_giou_dn_1: 0.4466 (0.4497)  loss_giou_dn_2: 0.4082 (0.4185)  loss_giou_dn_3: 0.4029 (0.4102)  loss_giou_dn_4: 0.3983 (0.4080)  loss_giou_dn_5: 0.3985 (0.4082)  loss_vfl: 0.6404 (0.6502)  loss_vfl_aux_0: 0.7579 (0.7447)  loss_vfl_aux_1: 0.7078 (0.6993)  loss_vfl_aux_2: 0.6649 (0.6756)  loss_vfl_aux_3: 0.6600 (0.6622)  loss_vfl_aux_4: 0.6374 (0.6544)  loss_vfl_aux_5: 0.7318 (0.7354)  loss_vfl_dn_0: 0.4480 (0.4435)  loss_vfl_dn_1: 0.3807 (0.3782)  loss_vfl_dn_2: 0.3628 (0.3622)  loss_vfl_dn_3: 0.3557 (0.3552)  loss_vfl_dn_4: 0.3550 (0.3527)  loss_vfl_dn_5: 0.3526 (0.3520)  time: 0.4824  data: 0.0159  max mem: 5654
Epoch: [64]  [6100/7393]  eta: 0:10:23  lr: 0.000010  loss: 14.7131 (15.2149)  loss_bbox: 0.1270 (0.1464)  loss_bbox_aux_0: 0.1363 (0.1589)  loss_bbox_aux_1: 0.1316 (0.1517)  loss_bbox_aux_2: 0.1257 (0.1489)  loss_bbox_aux_3: 0.1278 (0.1471)  loss_bbox_aux_4: 0.1252 (0.1464)  loss_bbox_aux_5: 0.1723 (0.1934)  loss_bbox_dn_0: 0.2237 (0.2517)  loss_bbox_dn_1: 0.1585 (0.1828)  loss_bbox_dn_2: 0.1430 (0.1629)  loss_bbox_dn_3: 0.1337 (0.1571)  loss_bbox_dn_4: 0.1330 (0.1557)  loss_bbox_dn_5: 0.1330 (0.1557)  loss_giou: 0.4340 (0.4593)  loss_giou_aux_0: 0.4605 (0.4824)  loss_giou_aux_1: 0.4405 (0.4697)  loss_giou_aux_2: 0.4258 (0.4640)  loss_giou_aux_3: 0.4297 (0.4607)  loss_giou_aux_4: 0.4315 (0.4594)  loss_giou_aux_5: 0.5078 (0.5434)  loss_giou_dn_0: 0.5498 (0.5578)  loss_giou_dn_1: 0.4334 (0.4497)  loss_giou_dn_2: 0.4025 (0.4184)  loss_giou_dn_3: 0.4004 (0.4101)  loss_giou_dn_4: 0.3989 (0.4079)  loss_giou_dn_5: 0.4000 (0.4081)  loss_vfl: 0.6507 (0.6502)  loss_vfl_aux_0: 0.7365 (0.7448)  loss_vfl_aux_1: 0.6971 (0.6993)  loss_vfl_aux_2: 0.6823 (0.6756)  loss_vfl_aux_3: 0.6682 (0.6622)  loss_vfl_aux_4: 0.6630 (0.6545)  loss_vfl_aux_5: 0.7366 (0.7355)  loss_vfl_dn_0: 0.4359 (0.4435)  loss_vfl_dn_1: 0.3722 (0.3781)  loss_vfl_dn_2: 0.3600 (0.3621)  loss_vfl_dn_3: 0.3545 (0.3551)  loss_vfl_dn_4: 0.3486 (0.3526)  loss_vfl_dn_5: 0.3461 (0.3519)  time: 0.4771  data: 0.0171  max mem: 5654
Epoch: [64]  [6200/7393]  eta: 0:09:35  lr: 0.000010  loss: 15.0139 (15.2138)  loss_bbox: 0.1458 (0.1464)  loss_bbox_aux_0: 0.1636 (0.1588)  loss_bbox_aux_1: 0.1470 (0.1517)  loss_bbox_aux_2: 0.1489 (0.1489)  loss_bbox_aux_3: 0.1496 (0.1471)  loss_bbox_aux_4: 0.1432 (0.1464)  loss_bbox_aux_5: 0.1893 (0.1933)  loss_bbox_dn_0: 0.2449 (0.2518)  loss_bbox_dn_1: 0.1718 (0.1828)  loss_bbox_dn_2: 0.1580 (0.1629)  loss_bbox_dn_3: 0.1522 (0.1571)  loss_bbox_dn_4: 0.1510 (0.1557)  loss_bbox_dn_5: 0.1511 (0.1557)  loss_giou: 0.4679 (0.4591)  loss_giou_aux_0: 0.4949 (0.4823)  loss_giou_aux_1: 0.4684 (0.4695)  loss_giou_aux_2: 0.4687 (0.4638)  loss_giou_aux_3: 0.4652 (0.4605)  loss_giou_aux_4: 0.4681 (0.4592)  loss_giou_aux_5: 0.5523 (0.5432)  loss_giou_dn_0: 0.5557 (0.5578)  loss_giou_dn_1: 0.4401 (0.4496)  loss_giou_dn_2: 0.4077 (0.4184)  loss_giou_dn_3: 0.4047 (0.4100)  loss_giou_dn_4: 0.4046 (0.4079)  loss_giou_dn_5: 0.4044 (0.4081)  loss_vfl: 0.6136 (0.6503)  loss_vfl_aux_0: 0.7134 (0.7448)  loss_vfl_aux_1: 0.6840 (0.6993)  loss_vfl_aux_2: 0.6508 (0.6757)  loss_vfl_aux_3: 0.6383 (0.6622)  loss_vfl_aux_4: 0.6186 (0.6545)  loss_vfl_aux_5: 0.6890 (0.7356)  loss_vfl_dn_0: 0.4443 (0.4435)  loss_vfl_dn_1: 0.3828 (0.3781)  loss_vfl_dn_2: 0.3617 (0.3621)  loss_vfl_dn_3: 0.3592 (0.3551)  loss_vfl_dn_4: 0.3572 (0.3526)  loss_vfl_dn_5: 0.3562 (0.3519)  time: 0.4789  data: 0.0174  max mem: 5654
Epoch: [64]  [6300/7393]  eta: 0:08:47  lr: 0.000010  loss: 15.0367 (15.2117)  loss_bbox: 0.1489 (0.1464)  loss_bbox_aux_0: 0.1730 (0.1589)  loss_bbox_aux_1: 0.1655 (0.1517)  loss_bbox_aux_2: 0.1615 (0.1489)  loss_bbox_aux_3: 0.1593 (0.1471)  loss_bbox_aux_4: 0.1483 (0.1464)  loss_bbox_aux_5: 0.2013 (0.1933)  loss_bbox_dn_0: 0.2735 (0.2518)  loss_bbox_dn_1: 0.1928 (0.1828)  loss_bbox_dn_2: 0.1802 (0.1629)  loss_bbox_dn_3: 0.1732 (0.1571)  loss_bbox_dn_4: 0.1715 (0.1557)  loss_bbox_dn_5: 0.1715 (0.1557)  loss_giou: 0.4215 (0.4590)  loss_giou_aux_0: 0.4277 (0.4821)  loss_giou_aux_1: 0.4065 (0.4693)  loss_giou_aux_2: 0.4151 (0.4637)  loss_giou_aux_3: 0.4207 (0.4604)  loss_giou_aux_4: 0.4195 (0.4590)  loss_giou_aux_5: 0.4819 (0.5430)  loss_giou_dn_0: 0.5285 (0.5577)  loss_giou_dn_1: 0.4107 (0.4495)  loss_giou_dn_2: 0.3819 (0.4182)  loss_giou_dn_3: 0.3726 (0.4099)  loss_giou_dn_4: 0.3711 (0.4078)  loss_giou_dn_5: 0.3716 (0.4080)  loss_vfl: 0.6469 (0.6502)  loss_vfl_aux_0: 0.7434 (0.7447)  loss_vfl_aux_1: 0.7098 (0.6993)  loss_vfl_aux_2: 0.6632 (0.6757)  loss_vfl_aux_3: 0.6743 (0.6621)  loss_vfl_aux_4: 0.6581 (0.6545)  loss_vfl_aux_5: 0.7385 (0.7356)  loss_vfl_dn_0: 0.4481 (0.4435)  loss_vfl_dn_1: 0.3740 (0.3781)  loss_vfl_dn_2: 0.3581 (0.3621)  loss_vfl_dn_3: 0.3522 (0.3551)  loss_vfl_dn_4: 0.3493 (0.3526)  loss_vfl_dn_5: 0.3495 (0.3519)  time: 0.4814  data: 0.0176  max mem: 5654
Epoch: [64]  [6400/7393]  eta: 0:07:58  lr: 0.000010  loss: 15.9465 (15.2145)  loss_bbox: 0.1500 (0.1465)  loss_bbox_aux_0: 0.1727 (0.1590)  loss_bbox_aux_1: 0.1659 (0.1518)  loss_bbox_aux_2: 0.1512 (0.1490)  loss_bbox_aux_3: 0.1498 (0.1472)  loss_bbox_aux_4: 0.1530 (0.1466)  loss_bbox_aux_5: 0.1948 (0.1935)  loss_bbox_dn_0: 0.2718 (0.2520)  loss_bbox_dn_1: 0.1993 (0.1830)  loss_bbox_dn_2: 0.1709 (0.1631)  loss_bbox_dn_3: 0.1639 (0.1572)  loss_bbox_dn_4: 0.1617 (0.1559)  loss_bbox_dn_5: 0.1617 (0.1559)  loss_giou: 0.4392 (0.4588)  loss_giou_aux_0: 0.4850 (0.4820)  loss_giou_aux_1: 0.4614 (0.4692)  loss_giou_aux_2: 0.4637 (0.4635)  loss_giou_aux_3: 0.4464 (0.4602)  loss_giou_aux_4: 0.4459 (0.4589)  loss_giou_aux_5: 0.5391 (0.5429)  loss_giou_dn_0: 0.5584 (0.5577)  loss_giou_dn_1: 0.4402 (0.4494)  loss_giou_dn_2: 0.4050 (0.4182)  loss_giou_dn_3: 0.3958 (0.4098)  loss_giou_dn_4: 0.3934 (0.4077)  loss_giou_dn_5: 0.3937 (0.4079)  loss_vfl: 0.6958 (0.6506)  loss_vfl_aux_0: 0.7540 (0.7450)  loss_vfl_aux_1: 0.7200 (0.6996)  loss_vfl_aux_2: 0.7022 (0.6760)  loss_vfl_aux_3: 0.7017 (0.6624)  loss_vfl_aux_4: 0.7007 (0.6548)  loss_vfl_aux_5: 0.7725 (0.7358)  loss_vfl_dn_0: 0.4513 (0.4436)  loss_vfl_dn_1: 0.3876 (0.3781)  loss_vfl_dn_2: 0.3686 (0.3621)  loss_vfl_dn_3: 0.3621 (0.3551)  loss_vfl_dn_4: 0.3574 (0.3526)  loss_vfl_dn_5: 0.3575 (0.3519)  time: 0.4772  data: 0.0175  max mem: 5654
Epoch: [64]  [6500/7393]  eta: 0:07:11  lr: 0.000010  loss: 15.0362 (15.2131)  loss_bbox: 0.1471 (0.1465)  loss_bbox_aux_0: 0.1713 (0.1590)  loss_bbox_aux_1: 0.1523 (0.1518)  loss_bbox_aux_2: 0.1556 (0.1490)  loss_bbox_aux_3: 0.1506 (0.1472)  loss_bbox_aux_4: 0.1465 (0.1465)  loss_bbox_aux_5: 0.1828 (0.1934)  loss_bbox_dn_0: 0.2327 (0.2520)  loss_bbox_dn_1: 0.1632 (0.1830)  loss_bbox_dn_2: 0.1496 (0.1630)  loss_bbox_dn_3: 0.1462 (0.1572)  loss_bbox_dn_4: 0.1452 (0.1558)  loss_bbox_dn_5: 0.1452 (0.1558)  loss_giou: 0.4516 (0.4588)  loss_giou_aux_0: 0.4762 (0.4819)  loss_giou_aux_1: 0.4705 (0.4691)  loss_giou_aux_2: 0.4485 (0.4634)  loss_giou_aux_3: 0.4437 (0.4601)  loss_giou_aux_4: 0.4515 (0.4588)  loss_giou_aux_5: 0.5187 (0.5428)  loss_giou_dn_0: 0.5439 (0.5576)  loss_giou_dn_1: 0.4338 (0.4493)  loss_giou_dn_2: 0.4007 (0.4181)  loss_giou_dn_3: 0.3973 (0.4098)  loss_giou_dn_4: 0.3936 (0.4076)  loss_giou_dn_5: 0.3939 (0.4078)  loss_vfl: 0.6418 (0.6506)  loss_vfl_aux_0: 0.7302 (0.7450)  loss_vfl_aux_1: 0.7108 (0.6997)  loss_vfl_aux_2: 0.6680 (0.6760)  loss_vfl_aux_3: 0.6510 (0.6624)  loss_vfl_aux_4: 0.6311 (0.6548)  loss_vfl_aux_5: 0.7268 (0.7358)  loss_vfl_dn_0: 0.4467 (0.4436)  loss_vfl_dn_1: 0.3797 (0.3781)  loss_vfl_dn_2: 0.3594 (0.3621)  loss_vfl_dn_3: 0.3539 (0.3551)  loss_vfl_dn_4: 0.3506 (0.3526)  loss_vfl_dn_5: 0.3513 (0.3519)  time: 0.7455  data: 0.0168  max mem: 5654
Epoch: [64]  [6600/7393]  eta: 0:06:22  lr: 0.000010  loss: 16.1725 (15.2183)  loss_bbox: 0.1648 (0.1466)  loss_bbox_aux_0: 0.1627 (0.1591)  loss_bbox_aux_1: 0.1572 (0.1519)  loss_bbox_aux_2: 0.1552 (0.1491)  loss_bbox_aux_3: 0.1592 (0.1473)  loss_bbox_aux_4: 0.1655 (0.1466)  loss_bbox_aux_5: 0.1955 (0.1935)  loss_bbox_dn_0: 0.2485 (0.2521)  loss_bbox_dn_1: 0.1885 (0.1831)  loss_bbox_dn_2: 0.1606 (0.1631)  loss_bbox_dn_3: 0.1548 (0.1573)  loss_bbox_dn_4: 0.1548 (0.1559)  loss_bbox_dn_5: 0.1548 (0.1559)  loss_giou: 0.4898 (0.4590)  loss_giou_aux_0: 0.5040 (0.4821)  loss_giou_aux_1: 0.4933 (0.4693)  loss_giou_aux_2: 0.4893 (0.4636)  loss_giou_aux_3: 0.4833 (0.4604)  loss_giou_aux_4: 0.4853 (0.4590)  loss_giou_aux_5: 0.5512 (0.5429)  loss_giou_dn_0: 0.5781 (0.5578)  loss_giou_dn_1: 0.4677 (0.4496)  loss_giou_dn_2: 0.4395 (0.4183)  loss_giou_dn_3: 0.4299 (0.4100)  loss_giou_dn_4: 0.4282 (0.4078)  loss_giou_dn_5: 0.4281 (0.4080)  loss_vfl: 0.6785 (0.6508)  loss_vfl_aux_0: 0.7602 (0.7450)  loss_vfl_aux_1: 0.7286 (0.6999)  loss_vfl_aux_2: 0.7049 (0.6761)  loss_vfl_aux_3: 0.6891 (0.6626)  loss_vfl_aux_4: 0.6865 (0.6550)  loss_vfl_aux_5: 0.7511 (0.7359)  loss_vfl_dn_0: 0.4477 (0.4436)  loss_vfl_dn_1: 0.3866 (0.3782)  loss_vfl_dn_2: 0.3694 (0.3622)  loss_vfl_dn_3: 0.3628 (0.3552)  loss_vfl_dn_4: 0.3630 (0.3527)  loss_vfl_dn_5: 0.3636 (0.3520)  time: 0.4823  data: 0.0175  max mem: 5654
Epoch: [64]  [6700/7393]  eta: 0:05:35  lr: 0.000010  loss: 15.0499 (15.2233)  loss_bbox: 0.1381 (0.1466)  loss_bbox_aux_0: 0.1465 (0.1592)  loss_bbox_aux_1: 0.1361 (0.1520)  loss_bbox_aux_2: 0.1410 (0.1492)  loss_bbox_aux_3: 0.1334 (0.1473)  loss_bbox_aux_4: 0.1369 (0.1467)  loss_bbox_aux_5: 0.1915 (0.1936)  loss_bbox_dn_0: 0.2346 (0.2523)  loss_bbox_dn_1: 0.1718 (0.1833)  loss_bbox_dn_2: 0.1556 (0.1633)  loss_bbox_dn_3: 0.1466 (0.1575)  loss_bbox_dn_4: 0.1461 (0.1561)  loss_bbox_dn_5: 0.1461 (0.1561)  loss_giou: 0.4107 (0.4589)  loss_giou_aux_0: 0.4143 (0.4821)  loss_giou_aux_1: 0.4091 (0.4693)  loss_giou_aux_2: 0.4137 (0.4636)  loss_giou_aux_3: 0.4117 (0.4603)  loss_giou_aux_4: 0.4104 (0.4590)  loss_giou_aux_5: 0.4946 (0.5429)  loss_giou_dn_0: 0.5299 (0.5578)  loss_giou_dn_1: 0.4249 (0.4496)  loss_giou_dn_2: 0.3937 (0.4183)  loss_giou_dn_3: 0.3867 (0.4100)  loss_giou_dn_4: 0.3809 (0.4078)  loss_giou_dn_5: 0.3810 (0.4080)  loss_vfl: 0.6818 (0.6511)  loss_vfl_aux_0: 0.8305 (0.7455)  loss_vfl_aux_1: 0.7526 (0.7003)  loss_vfl_aux_2: 0.7133 (0.6765)  loss_vfl_aux_3: 0.7045 (0.6630)  loss_vfl_aux_4: 0.6891 (0.6553)  loss_vfl_aux_5: 0.7970 (0.7364)  loss_vfl_dn_0: 0.4504 (0.4437)  loss_vfl_dn_1: 0.3809 (0.3783)  loss_vfl_dn_2: 0.3617 (0.3623)  loss_vfl_dn_3: 0.3521 (0.3553)  loss_vfl_dn_4: 0.3504 (0.3528)  loss_vfl_dn_5: 0.3478 (0.3520)  time: 0.4689  data: 0.0174  max mem: 5654
Epoch: [64]  [6800/7393]  eta: 0:04:46  lr: 0.000010  loss: 15.3610 (15.2223)  loss_bbox: 0.1522 (0.1467)  loss_bbox_aux_0: 0.1619 (0.1592)  loss_bbox_aux_1: 0.1407 (0.1520)  loss_bbox_aux_2: 0.1505 (0.1492)  loss_bbox_aux_3: 0.1470 (0.1474)  loss_bbox_aux_4: 0.1528 (0.1468)  loss_bbox_aux_5: 0.1908 (0.1936)  loss_bbox_dn_0: 0.2456 (0.2524)  loss_bbox_dn_1: 0.1763 (0.1833)  loss_bbox_dn_2: 0.1616 (0.1634)  loss_bbox_dn_3: 0.1564 (0.1575)  loss_bbox_dn_4: 0.1557 (0.1561)  loss_bbox_dn_5: 0.1557 (0.1561)  loss_giou: 0.3998 (0.4587)  loss_giou_aux_0: 0.4194 (0.4819)  loss_giou_aux_1: 0.4122 (0.4690)  loss_giou_aux_2: 0.3993 (0.4634)  loss_giou_aux_3: 0.3943 (0.4601)  loss_giou_aux_4: 0.3946 (0.4588)  loss_giou_aux_5: 0.4721 (0.5427)  loss_giou_dn_0: 0.5440 (0.5577)  loss_giou_dn_1: 0.4220 (0.4495)  loss_giou_dn_2: 0.3893 (0.4182)  loss_giou_dn_3: 0.3743 (0.4099)  loss_giou_dn_4: 0.3725 (0.4077)  loss_giou_dn_5: 0.3724 (0.4079)  loss_vfl: 0.6663 (0.6511)  loss_vfl_aux_0: 0.7513 (0.7456)  loss_vfl_aux_1: 0.7069 (0.7004)  loss_vfl_aux_2: 0.6950 (0.6765)  loss_vfl_aux_3: 0.6857 (0.6629)  loss_vfl_aux_4: 0.6756 (0.6552)  loss_vfl_aux_5: 0.7568 (0.7365)  loss_vfl_dn_0: 0.4457 (0.4437)  loss_vfl_dn_1: 0.3817 (0.3783)  loss_vfl_dn_2: 0.3620 (0.3623)  loss_vfl_dn_3: 0.3562 (0.3553)  loss_vfl_dn_4: 0.3509 (0.3528)  loss_vfl_dn_5: 0.3488 (0.3520)  time: 0.4976  data: 0.0179  max mem: 5654
Epoch: [64]  [6900/7393]  eta: 0:03:58  lr: 0.000010  loss: 15.0730 (15.2224)  loss_bbox: 0.1414 (0.1467)  loss_bbox_aux_0: 0.1497 (0.1593)  loss_bbox_aux_1: 0.1509 (0.1520)  loss_bbox_aux_2: 0.1460 (0.1492)  loss_bbox_aux_3: 0.1448 (0.1474)  loss_bbox_aux_4: 0.1407 (0.1468)  loss_bbox_aux_5: 0.1810 (0.1937)  loss_bbox_dn_0: 0.2468 (0.2524)  loss_bbox_dn_1: 0.1767 (0.1834)  loss_bbox_dn_2: 0.1596 (0.1634)  loss_bbox_dn_3: 0.1527 (0.1576)  loss_bbox_dn_4: 0.1510 (0.1562)  loss_bbox_dn_5: 0.1510 (0.1562)  loss_giou: 0.4273 (0.4586)  loss_giou_aux_0: 0.4519 (0.4818)  loss_giou_aux_1: 0.4466 (0.4689)  loss_giou_aux_2: 0.4424 (0.4633)  loss_giou_aux_3: 0.4281 (0.4601)  loss_giou_aux_4: 0.4256 (0.4587)  loss_giou_aux_5: 0.5092 (0.5426)  loss_giou_dn_0: 0.5383 (0.5577)  loss_giou_dn_1: 0.4255 (0.4495)  loss_giou_dn_2: 0.3998 (0.4182)  loss_giou_dn_3: 0.3959 (0.4099)  loss_giou_dn_4: 0.3924 (0.4077)  loss_giou_dn_5: 0.3930 (0.4079)  loss_vfl: 0.6245 (0.6512)  loss_vfl_aux_0: 0.7384 (0.7456)  loss_vfl_aux_1: 0.6702 (0.7005)  loss_vfl_aux_2: 0.6624 (0.6766)  loss_vfl_aux_3: 0.6465 (0.6630)  loss_vfl_aux_4: 0.6302 (0.6553)  loss_vfl_aux_5: 0.7333 (0.7366)  loss_vfl_dn_0: 0.4417 (0.4437)  loss_vfl_dn_1: 0.3764 (0.3783)  loss_vfl_dn_2: 0.3563 (0.3623)  loss_vfl_dn_3: 0.3505 (0.3553)  loss_vfl_dn_4: 0.3475 (0.3528)  loss_vfl_dn_5: 0.3474 (0.3520)  time: 0.4573  data: 0.0177  max mem: 5654
Epoch: [64]  [7000/7393]  eta: 0:03:09  lr: 0.000010  loss: 15.4982 (15.2239)  loss_bbox: 0.1451 (0.1468)  loss_bbox_aux_0: 0.1503 (0.1593)  loss_bbox_aux_1: 0.1432 (0.1520)  loss_bbox_aux_2: 0.1449 (0.1493)  loss_bbox_aux_3: 0.1468 (0.1475)  loss_bbox_aux_4: 0.1462 (0.1468)  loss_bbox_aux_5: 0.1903 (0.1937)  loss_bbox_dn_0: 0.2479 (0.2525)  loss_bbox_dn_1: 0.1919 (0.1835)  loss_bbox_dn_2: 0.1728 (0.1635)  loss_bbox_dn_3: 0.1695 (0.1576)  loss_bbox_dn_4: 0.1685 (0.1563)  loss_bbox_dn_5: 0.1685 (0.1563)  loss_giou: 0.4349 (0.4586)  loss_giou_aux_0: 0.4529 (0.4818)  loss_giou_aux_1: 0.4403 (0.4689)  loss_giou_aux_2: 0.4416 (0.4632)  loss_giou_aux_3: 0.4439 (0.4600)  loss_giou_aux_4: 0.4315 (0.4587)  loss_giou_aux_5: 0.5140 (0.5425)  loss_giou_dn_0: 0.5528 (0.5577)  loss_giou_dn_1: 0.4444 (0.4495)  loss_giou_dn_2: 0.4260 (0.4182)  loss_giou_dn_3: 0.4153 (0.4099)  loss_giou_dn_4: 0.4136 (0.4077)  loss_giou_dn_5: 0.4139 (0.4079)  loss_vfl: 0.6513 (0.6514)  loss_vfl_aux_0: 0.7252 (0.7457)  loss_vfl_aux_1: 0.7102 (0.7007)  loss_vfl_aux_2: 0.6570 (0.6767)  loss_vfl_aux_3: 0.6686 (0.6632)  loss_vfl_aux_4: 0.6620 (0.6555)  loss_vfl_aux_5: 0.7415 (0.7368)  loss_vfl_dn_0: 0.4490 (0.4437)  loss_vfl_dn_1: 0.3878 (0.3783)  loss_vfl_dn_2: 0.3714 (0.3623)  loss_vfl_dn_3: 0.3626 (0.3553)  loss_vfl_dn_4: 0.3600 (0.3528)  loss_vfl_dn_5: 0.3605 (0.3521)  time: 0.4795  data: 0.0172  max mem: 5654
Epoch: [64]  [7100/7393]  eta: 0:02:21  lr: 0.000010  loss: 15.2811 (15.2240)  loss_bbox: 0.1356 (0.1467)  loss_bbox_aux_0: 0.1480 (0.1593)  loss_bbox_aux_1: 0.1399 (0.1520)  loss_bbox_aux_2: 0.1394 (0.1492)  loss_bbox_aux_3: 0.1386 (0.1475)  loss_bbox_aux_4: 0.1357 (0.1468)  loss_bbox_aux_5: 0.1709 (0.1936)  loss_bbox_dn_0: 0.2525 (0.2524)  loss_bbox_dn_1: 0.1825 (0.1834)  loss_bbox_dn_2: 0.1573 (0.1635)  loss_bbox_dn_3: 0.1509 (0.1576)  loss_bbox_dn_4: 0.1509 (0.1563)  loss_bbox_dn_5: 0.1509 (0.1563)  loss_giou: 0.4525 (0.4586)  loss_giou_aux_0: 0.4560 (0.4819)  loss_giou_aux_1: 0.4527 (0.4689)  loss_giou_aux_2: 0.4490 (0.4633)  loss_giou_aux_3: 0.4453 (0.4601)  loss_giou_aux_4: 0.4524 (0.4587)  loss_giou_aux_5: 0.5401 (0.5426)  loss_giou_dn_0: 0.5437 (0.5577)  loss_giou_dn_1: 0.4534 (0.4495)  loss_giou_dn_2: 0.4142 (0.4182)  loss_giou_dn_3: 0.4058 (0.4099)  loss_giou_dn_4: 0.4016 (0.4077)  loss_giou_dn_5: 0.4017 (0.4079)  loss_vfl: 0.6773 (0.6515)  loss_vfl_aux_0: 0.7468 (0.7456)  loss_vfl_aux_1: 0.7129 (0.7006)  loss_vfl_aux_2: 0.6994 (0.6768)  loss_vfl_aux_3: 0.6825 (0.6632)  loss_vfl_aux_4: 0.6738 (0.6556)  loss_vfl_aux_5: 0.7224 (0.7367)  loss_vfl_dn_0: 0.4424 (0.4437)  loss_vfl_dn_1: 0.3792 (0.3783)  loss_vfl_dn_2: 0.3619 (0.3623)  loss_vfl_dn_3: 0.3555 (0.3553)  loss_vfl_dn_4: 0.3511 (0.3528)  loss_vfl_dn_5: 0.3514 (0.3521)  time: 0.4793  data: 0.0178  max mem: 5654
Epoch: [64]  [7200/7393]  eta: 0:01:33  lr: 0.000010  loss: 15.0204 (15.2222)  loss_bbox: 0.1313 (0.1468)  loss_bbox_aux_0: 0.1412 (0.1594)  loss_bbox_aux_1: 0.1347 (0.1521)  loss_bbox_aux_2: 0.1204 (0.1493)  loss_bbox_aux_3: 0.1249 (0.1475)  loss_bbox_aux_4: 0.1265 (0.1469)  loss_bbox_aux_5: 0.1720 (0.1937)  loss_bbox_dn_0: 0.2429 (0.2526)  loss_bbox_dn_1: 0.1658 (0.1836)  loss_bbox_dn_2: 0.1412 (0.1636)  loss_bbox_dn_3: 0.1377 (0.1577)  loss_bbox_dn_4: 0.1376 (0.1563)  loss_bbox_dn_5: 0.1376 (0.1563)  loss_giou: 0.4051 (0.4584)  loss_giou_aux_0: 0.4248 (0.4816)  loss_giou_aux_1: 0.4160 (0.4687)  loss_giou_aux_2: 0.4148 (0.4630)  loss_giou_aux_3: 0.4110 (0.4598)  loss_giou_aux_4: 0.4092 (0.4585)  loss_giou_aux_5: 0.4697 (0.5423)  loss_giou_dn_0: 0.5365 (0.5575)  loss_giou_dn_1: 0.4200 (0.4493)  loss_giou_dn_2: 0.3875 (0.4180)  loss_giou_dn_3: 0.3806 (0.4097)  loss_giou_dn_4: 0.3786 (0.4075)  loss_giou_dn_5: 0.3789 (0.4077)  loss_vfl: 0.6384 (0.6515)  loss_vfl_aux_0: 0.7514 (0.7457)  loss_vfl_aux_1: 0.6816 (0.7006)  loss_vfl_aux_2: 0.6636 (0.6768)  loss_vfl_aux_3: 0.6419 (0.6632)  loss_vfl_aux_4: 0.6462 (0.6556)  loss_vfl_aux_5: 0.7458 (0.7367)  loss_vfl_dn_0: 0.4377 (0.4437)  loss_vfl_dn_1: 0.3737 (0.3783)  loss_vfl_dn_2: 0.3562 (0.3622)  loss_vfl_dn_3: 0.3498 (0.3552)  loss_vfl_dn_4: 0.3475 (0.3527)  loss_vfl_dn_5: 0.3483 (0.3520)  time: 0.4697  data: 0.0179  max mem: 5654
Epoch: [64]  [7300/7393]  eta: 0:00:44  lr: 0.000010  loss: 15.4027 (15.2219)  loss_bbox: 0.1478 (0.1468)  loss_bbox_aux_0: 0.1594 (0.1593)  loss_bbox_aux_1: 0.1517 (0.1521)  loss_bbox_aux_2: 0.1516 (0.1493)  loss_bbox_aux_3: 0.1489 (0.1475)  loss_bbox_aux_4: 0.1478 (0.1469)  loss_bbox_aux_5: 0.2057 (0.1937)  loss_bbox_dn_0: 0.2595 (0.2526)  loss_bbox_dn_1: 0.1877 (0.1835)  loss_bbox_dn_2: 0.1693 (0.1636)  loss_bbox_dn_3: 0.1654 (0.1577)  loss_bbox_dn_4: 0.1622 (0.1563)  loss_bbox_dn_5: 0.1623 (0.1563)  loss_giou: 0.4474 (0.4584)  loss_giou_aux_0: 0.4773 (0.4816)  loss_giou_aux_1: 0.4432 (0.4687)  loss_giou_aux_2: 0.4525 (0.4631)  loss_giou_aux_3: 0.4479 (0.4598)  loss_giou_aux_4: 0.4413 (0.4585)  loss_giou_aux_5: 0.5477 (0.5423)  loss_giou_dn_0: 0.5155 (0.5574)  loss_giou_dn_1: 0.4158 (0.4492)  loss_giou_dn_2: 0.3944 (0.4180)  loss_giou_dn_3: 0.3913 (0.4097)  loss_giou_dn_4: 0.3906 (0.4075)  loss_giou_dn_5: 0.3908 (0.4077)  loss_vfl: 0.6075 (0.6515)  loss_vfl_aux_0: 0.7202 (0.7457)  loss_vfl_aux_1: 0.6828 (0.7007)  loss_vfl_aux_2: 0.6503 (0.6768)  loss_vfl_aux_3: 0.6187 (0.6632)  loss_vfl_aux_4: 0.6129 (0.6556)  loss_vfl_aux_5: 0.7386 (0.7368)  loss_vfl_dn_0: 0.4439 (0.4437)  loss_vfl_dn_1: 0.3738 (0.3783)  loss_vfl_dn_2: 0.3583 (0.3622)  loss_vfl_dn_3: 0.3537 (0.3552)  loss_vfl_dn_4: 0.3483 (0.3527)  loss_vfl_dn_5: 0.3476 (0.3520)  time: 0.4862  data: 0.0176  max mem: 5654
Epoch: [64]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.1983 (15.2232)  loss_bbox: 0.1394 (0.1468)  loss_bbox_aux_0: 0.1446 (0.1594)  loss_bbox_aux_1: 0.1373 (0.1521)  loss_bbox_aux_2: 0.1352 (0.1493)  loss_bbox_aux_3: 0.1364 (0.1475)  loss_bbox_aux_4: 0.1343 (0.1469)  loss_bbox_aux_5: 0.1723 (0.1937)  loss_bbox_dn_0: 0.2093 (0.2525)  loss_bbox_dn_1: 0.1546 (0.1835)  loss_bbox_dn_2: 0.1437 (0.1636)  loss_bbox_dn_3: 0.1384 (0.1577)  loss_bbox_dn_4: 0.1360 (0.1563)  loss_bbox_dn_5: 0.1360 (0.1563)  loss_giou: 0.4956 (0.4584)  loss_giou_aux_0: 0.4920 (0.4816)  loss_giou_aux_1: 0.4892 (0.4687)  loss_giou_aux_2: 0.4848 (0.4631)  loss_giou_aux_3: 0.4860 (0.4598)  loss_giou_aux_4: 0.4871 (0.4585)  loss_giou_aux_5: 0.5621 (0.5423)  loss_giou_dn_0: 0.5754 (0.5574)  loss_giou_dn_1: 0.4624 (0.4493)  loss_giou_dn_2: 0.4239 (0.4180)  loss_giou_dn_3: 0.4089 (0.4097)  loss_giou_dn_4: 0.4039 (0.4075)  loss_giou_dn_5: 0.4044 (0.4077)  loss_vfl: 0.6458 (0.6517)  loss_vfl_aux_0: 0.7379 (0.7458)  loss_vfl_aux_1: 0.6767 (0.7007)  loss_vfl_aux_2: 0.6545 (0.6769)  loss_vfl_aux_3: 0.6500 (0.6634)  loss_vfl_aux_4: 0.6405 (0.6557)  loss_vfl_aux_5: 0.7114 (0.7368)  loss_vfl_dn_0: 0.4472 (0.4437)  loss_vfl_dn_1: 0.3811 (0.3783)  loss_vfl_dn_2: 0.3679 (0.3623)  loss_vfl_dn_3: 0.3627 (0.3553)  loss_vfl_dn_4: 0.3589 (0.3528)  loss_vfl_dn_5: 0.3578 (0.3521)  time: 0.4700  data: 0.0177  max mem: 5654
Epoch: [64] Total time: 0:59:32 (0.4833 s / it)
Averaged stats: lr: 0.000010  loss: 15.1983 (15.2232)  loss_bbox: 0.1394 (0.1468)  loss_bbox_aux_0: 0.1446 (0.1594)  loss_bbox_aux_1: 0.1373 (0.1521)  loss_bbox_aux_2: 0.1352 (0.1493)  loss_bbox_aux_3: 0.1364 (0.1475)  loss_bbox_aux_4: 0.1343 (0.1469)  loss_bbox_aux_5: 0.1723 (0.1937)  loss_bbox_dn_0: 0.2093 (0.2525)  loss_bbox_dn_1: 0.1546 (0.1835)  loss_bbox_dn_2: 0.1437 (0.1636)  loss_bbox_dn_3: 0.1384 (0.1577)  loss_bbox_dn_4: 0.1360 (0.1563)  loss_bbox_dn_5: 0.1360 (0.1563)  loss_giou: 0.4956 (0.4584)  loss_giou_aux_0: 0.4920 (0.4816)  loss_giou_aux_1: 0.4892 (0.4687)  loss_giou_aux_2: 0.4848 (0.4631)  loss_giou_aux_3: 0.4860 (0.4598)  loss_giou_aux_4: 0.4871 (0.4585)  loss_giou_aux_5: 0.5621 (0.5423)  loss_giou_dn_0: 0.5754 (0.5574)  loss_giou_dn_1: 0.4624 (0.4493)  loss_giou_dn_2: 0.4239 (0.4180)  loss_giou_dn_3: 0.4089 (0.4097)  loss_giou_dn_4: 0.4039 (0.4075)  loss_giou_dn_5: 0.4044 (0.4077)  loss_vfl: 0.6458 (0.6517)  loss_vfl_aux_0: 0.7379 (0.7458)  loss_vfl_aux_1: 0.6767 (0.7007)  loss_vfl_aux_2: 0.6545 (0.6769)  loss_vfl_aux_3: 0.6500 (0.6634)  loss_vfl_aux_4: 0.6405 (0.6557)  loss_vfl_aux_5: 0.7114 (0.7368)  loss_vfl_dn_0: 0.4472 (0.4437)  loss_vfl_dn_1: 0.3811 (0.3783)  loss_vfl_dn_2: 0.3679 (0.3623)  loss_vfl_dn_3: 0.3627 (0.3553)  loss_vfl_dn_4: 0.3589 (0.3528)  loss_vfl_dn_5: 0.3578 (0.3521)
Test:  [  0/157]  eta: 0:05:47    time: 2.2160  data: 1.7976  max mem: 5654
Test:  [ 10/157]  eta: 0:02:45    time: 1.1229  data: 0.1845  max mem: 5654
Test:  [ 20/157]  eta: 0:01:46    time: 0.7044  data: 0.0247  max mem: 5654
Test:  [ 30/157]  eta: 0:01:22    time: 0.3870  data: 0.0253  max mem: 5654
Test:  [ 40/157]  eta: 0:01:08    time: 0.3814  data: 0.0243  max mem: 5654
Test:  [ 50/157]  eta: 0:00:58    time: 0.3867  data: 0.0243  max mem: 5654
Test:  [ 60/157]  eta: 0:00:50    time: 0.3925  data: 0.0246  max mem: 5654
Test:  [ 70/157]  eta: 0:00:43    time: 0.3868  data: 0.0246  max mem: 5654
Test:  [ 80/157]  eta: 0:00:37    time: 0.3882  data: 0.0246  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.3965  data: 0.0247  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3882  data: 0.0247  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3847  data: 0.0244  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3795  data: 0.0244  max mem: 5654
Test:  [130/157]  eta: 0:00:13    time: 0.6505  data: 0.0244  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.6480  data: 0.0239  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3650  data: 0.0246  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3589  data: 0.0243  max mem: 5654
Test: Total time: 0:01:14 (0.4716 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.73s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.531
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.712
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.572
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.357
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.576
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.709
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.391
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.656
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.724
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.557
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.771
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
best_stat:  {'epoch': 62, 'coco_eval_bbox': 0.5319983068652298}
Epoch: [65]  [   0/7393]  eta: 1 day, 1:27:06  lr: 0.000010  loss: 16.3167 (16.3167)  loss_bbox: 0.2246 (0.2246)  loss_bbox_aux_0: 0.2346 (0.2346)  loss_bbox_aux_1: 0.2281 (0.2281)  loss_bbox_aux_2: 0.2338 (0.2338)  loss_bbox_aux_3: 0.2409 (0.2409)  loss_bbox_aux_4: 0.2270 (0.2270)  loss_bbox_aux_5: 0.2870 (0.2870)  loss_bbox_dn_0: 0.3150 (0.3150)  loss_bbox_dn_1: 0.2517 (0.2517)  loss_bbox_dn_2: 0.2224 (0.2224)  loss_bbox_dn_3: 0.2139 (0.2139)  loss_bbox_dn_4: 0.2164 (0.2164)  loss_bbox_dn_5: 0.2164 (0.2164)  loss_giou: 0.4150 (0.4150)  loss_giou_aux_0: 0.4302 (0.4302)  loss_giou_aux_1: 0.4263 (0.4263)  loss_giou_aux_2: 0.4178 (0.4178)  loss_giou_aux_3: 0.4267 (0.4267)  loss_giou_aux_4: 0.4148 (0.4148)  loss_giou_aux_5: 0.5002 (0.5002)  loss_giou_dn_0: 0.5734 (0.5734)  loss_giou_dn_1: 0.4795 (0.4795)  loss_giou_dn_2: 0.4400 (0.4400)  loss_giou_dn_3: 0.4295 (0.4295)  loss_giou_dn_4: 0.4295 (0.4295)  loss_giou_dn_5: 0.4298 (0.4298)  loss_vfl: 0.7165 (0.7165)  loss_vfl_aux_0: 0.7776 (0.7776)  loss_vfl_aux_1: 0.7333 (0.7333)  loss_vfl_aux_2: 0.7146 (0.7146)  loss_vfl_aux_3: 0.6982 (0.6982)  loss_vfl_aux_4: 0.7134 (0.7134)  loss_vfl_aux_5: 0.7319 (0.7319)  loss_vfl_dn_0: 0.4553 (0.4553)  loss_vfl_dn_1: 0.3890 (0.3890)  loss_vfl_dn_2: 0.3738 (0.3738)  loss_vfl_dn_3: 0.3652 (0.3652)  loss_vfl_dn_4: 0.3616 (0.3616)  loss_vfl_dn_5: 0.3616 (0.3616)  time: 12.3936  data: 3.5241  max mem: 5654
Epoch: [65]  [ 100/7393]  eta: 1:12:59  lr: 0.000010  loss: 15.3066 (15.1411)  loss_bbox: 0.1467 (0.1506)  loss_bbox_aux_0: 0.1503 (0.1625)  loss_bbox_aux_1: 0.1448 (0.1548)  loss_bbox_aux_2: 0.1488 (0.1535)  loss_bbox_aux_3: 0.1478 (0.1514)  loss_bbox_aux_4: 0.1461 (0.1500)  loss_bbox_aux_5: 0.1901 (0.2000)  loss_bbox_dn_0: 0.2303 (0.2582)  loss_bbox_dn_1: 0.1704 (0.1872)  loss_bbox_dn_2: 0.1534 (0.1669)  loss_bbox_dn_3: 0.1475 (0.1603)  loss_bbox_dn_4: 0.1459 (0.1584)  loss_bbox_dn_5: 0.1459 (0.1584)  loss_giou: 0.4444 (0.4483)  loss_giou_aux_0: 0.4585 (0.4712)  loss_giou_aux_1: 0.4529 (0.4576)  loss_giou_aux_2: 0.4486 (0.4537)  loss_giou_aux_3: 0.4408 (0.4499)  loss_giou_aux_4: 0.4353 (0.4482)  loss_giou_aux_5: 0.5088 (0.5340)  loss_giou_dn_0: 0.5698 (0.5511)  loss_giou_dn_1: 0.4557 (0.4426)  loss_giou_dn_2: 0.4219 (0.4113)  loss_giou_dn_3: 0.4097 (0.4022)  loss_giou_dn_4: 0.4063 (0.3999)  loss_giou_dn_5: 0.4064 (0.4000)  loss_vfl: 0.6452 (0.6512)  loss_vfl_aux_0: 0.7673 (0.7427)  loss_vfl_aux_1: 0.7167 (0.7030)  loss_vfl_aux_2: 0.6828 (0.6749)  loss_vfl_aux_3: 0.6658 (0.6612)  loss_vfl_aux_4: 0.6521 (0.6560)  loss_vfl_aux_5: 0.7512 (0.7324)  loss_vfl_dn_0: 0.4396 (0.4434)  loss_vfl_dn_1: 0.3765 (0.3767)  loss_vfl_dn_2: 0.3558 (0.3609)  loss_vfl_dn_3: 0.3473 (0.3543)  loss_vfl_dn_4: 0.3439 (0.3515)  loss_vfl_dn_5: 0.3434 (0.3508)  time: 0.4827  data: 0.0171  max mem: 5654
Epoch: [65]  [ 200/7393]  eta: 1:10:02  lr: 0.000010  loss: 15.1398 (15.0263)  loss_bbox: 0.1500 (0.1480)  loss_bbox_aux_0: 0.1616 (0.1606)  loss_bbox_aux_1: 0.1591 (0.1533)  loss_bbox_aux_2: 0.1541 (0.1507)  loss_bbox_aux_3: 0.1505 (0.1487)  loss_bbox_aux_4: 0.1492 (0.1474)  loss_bbox_aux_5: 0.2008 (0.1969)  loss_bbox_dn_0: 0.2748 (0.2564)  loss_bbox_dn_1: 0.1994 (0.1854)  loss_bbox_dn_2: 0.1735 (0.1648)  loss_bbox_dn_3: 0.1656 (0.1585)  loss_bbox_dn_4: 0.1628 (0.1568)  loss_bbox_dn_5: 0.1628 (0.1568)  loss_giou: 0.4173 (0.4427)  loss_giou_aux_0: 0.4527 (0.4674)  loss_giou_aux_1: 0.4282 (0.4534)  loss_giou_aux_2: 0.4263 (0.4485)  loss_giou_aux_3: 0.4213 (0.4446)  loss_giou_aux_4: 0.4220 (0.4431)  loss_giou_aux_5: 0.5093 (0.5294)  loss_giou_dn_0: 0.5226 (0.5469)  loss_giou_dn_1: 0.4129 (0.4382)  loss_giou_dn_2: 0.3832 (0.4074)  loss_giou_dn_3: 0.3798 (0.3986)  loss_giou_dn_4: 0.3796 (0.3964)  loss_giou_dn_5: 0.3795 (0.3966)  loss_vfl: 0.6822 (0.6483)  loss_vfl_aux_0: 0.7779 (0.7401)  loss_vfl_aux_1: 0.7240 (0.6973)  loss_vfl_aux_2: 0.6875 (0.6705)  loss_vfl_aux_3: 0.6867 (0.6575)  loss_vfl_aux_4: 0.6823 (0.6533)  loss_vfl_aux_5: 0.7670 (0.7312)  loss_vfl_dn_0: 0.4508 (0.4429)  loss_vfl_dn_1: 0.3785 (0.3757)  loss_vfl_dn_2: 0.3613 (0.3595)  loss_vfl_dn_3: 0.3543 (0.3528)  loss_vfl_dn_4: 0.3530 (0.3501)  loss_vfl_dn_5: 0.3505 (0.3494)  time: 0.4887  data: 0.0178  max mem: 5654
Epoch: [65]  [ 300/7393]  eta: 1:05:06  lr: 0.000010  loss: 15.5263 (15.1315)  loss_bbox: 0.1460 (0.1483)  loss_bbox_aux_0: 0.1597 (0.1611)  loss_bbox_aux_1: 0.1503 (0.1536)  loss_bbox_aux_2: 0.1534 (0.1509)  loss_bbox_aux_3: 0.1499 (0.1488)  loss_bbox_aux_4: 0.1471 (0.1476)  loss_bbox_aux_5: 0.1951 (0.1969)  loss_bbox_dn_0: 0.2340 (0.2553)  loss_bbox_dn_1: 0.1814 (0.1847)  loss_bbox_dn_2: 0.1589 (0.1644)  loss_bbox_dn_3: 0.1550 (0.1584)  loss_bbox_dn_4: 0.1537 (0.1567)  loss_bbox_dn_5: 0.1537 (0.1567)  loss_giou: 0.4605 (0.4502)  loss_giou_aux_0: 0.4847 (0.4748)  loss_giou_aux_1: 0.4747 (0.4610)  loss_giou_aux_2: 0.4701 (0.4557)  loss_giou_aux_3: 0.4630 (0.4516)  loss_giou_aux_4: 0.4584 (0.4502)  loss_giou_aux_5: 0.5487 (0.5369)  loss_giou_dn_0: 0.5564 (0.5517)  loss_giou_dn_1: 0.4466 (0.4428)  loss_giou_dn_2: 0.4193 (0.4121)  loss_giou_dn_3: 0.4150 (0.4036)  loss_giou_dn_4: 0.4136 (0.4014)  loss_giou_dn_5: 0.4136 (0.4016)  loss_vfl: 0.6496 (0.6507)  loss_vfl_aux_0: 0.7267 (0.7425)  loss_vfl_aux_1: 0.6965 (0.6990)  loss_vfl_aux_2: 0.6732 (0.6748)  loss_vfl_aux_3: 0.6634 (0.6620)  loss_vfl_aux_4: 0.6484 (0.6568)  loss_vfl_aux_5: 0.7146 (0.7326)  loss_vfl_dn_0: 0.4436 (0.4430)  loss_vfl_dn_1: 0.3805 (0.3766)  loss_vfl_dn_2: 0.3662 (0.3607)  loss_vfl_dn_3: 0.3557 (0.3539)  loss_vfl_dn_4: 0.3498 (0.3513)  loss_vfl_dn_5: 0.3495 (0.3506)  time: 0.4814  data: 0.0176  max mem: 5654
Epoch: [65]  [ 400/7393]  eta: 1:02:01  lr: 0.000010  loss: 14.5746 (15.1532)  loss_bbox: 0.1402 (0.1483)  loss_bbox_aux_0: 0.1588 (0.1610)  loss_bbox_aux_1: 0.1459 (0.1535)  loss_bbox_aux_2: 0.1447 (0.1508)  loss_bbox_aux_3: 0.1392 (0.1489)  loss_bbox_aux_4: 0.1388 (0.1478)  loss_bbox_aux_5: 0.1794 (0.1961)  loss_bbox_dn_0: 0.2548 (0.2565)  loss_bbox_dn_1: 0.2052 (0.1864)  loss_bbox_dn_2: 0.1743 (0.1657)  loss_bbox_dn_3: 0.1712 (0.1597)  loss_bbox_dn_4: 0.1689 (0.1580)  loss_bbox_dn_5: 0.1689 (0.1580)  loss_giou: 0.3796 (0.4494)  loss_giou_aux_0: 0.4012 (0.4732)  loss_giou_aux_1: 0.3999 (0.4598)  loss_giou_aux_2: 0.3942 (0.4548)  loss_giou_aux_3: 0.3856 (0.4510)  loss_giou_aux_4: 0.3865 (0.4495)  loss_giou_aux_5: 0.4498 (0.5353)  loss_giou_dn_0: 0.5083 (0.5517)  loss_giou_dn_1: 0.3967 (0.4430)  loss_giou_dn_2: 0.3692 (0.4124)  loss_giou_dn_3: 0.3604 (0.4040)  loss_giou_dn_4: 0.3591 (0.4018)  loss_giou_dn_5: 0.3588 (0.4020)  loss_vfl: 0.6376 (0.6526)  loss_vfl_aux_0: 0.7507 (0.7460)  loss_vfl_aux_1: 0.6866 (0.7017)  loss_vfl_aux_2: 0.6548 (0.6766)  loss_vfl_aux_3: 0.6516 (0.6635)  loss_vfl_aux_4: 0.6357 (0.6576)  loss_vfl_aux_5: 0.7483 (0.7376)  loss_vfl_dn_0: 0.4495 (0.4437)  loss_vfl_dn_1: 0.3730 (0.3770)  loss_vfl_dn_2: 0.3525 (0.3611)  loss_vfl_dn_3: 0.3458 (0.3542)  loss_vfl_dn_4: 0.3423 (0.3517)  loss_vfl_dn_5: 0.3401 (0.3510)  time: 0.4728  data: 0.0169  max mem: 5654
Epoch: [65]  [ 500/7393]  eta: 0:59:51  lr: 0.000010  loss: 14.3616 (15.0987)  loss_bbox: 0.1342 (0.1478)  loss_bbox_aux_0: 0.1564 (0.1604)  loss_bbox_aux_1: 0.1496 (0.1536)  loss_bbox_aux_2: 0.1357 (0.1506)  loss_bbox_aux_3: 0.1412 (0.1486)  loss_bbox_aux_4: 0.1319 (0.1473)  loss_bbox_aux_5: 0.1874 (0.1959)  loss_bbox_dn_0: 0.2496 (0.2552)  loss_bbox_dn_1: 0.1855 (0.1854)  loss_bbox_dn_2: 0.1671 (0.1648)  loss_bbox_dn_3: 0.1601 (0.1589)  loss_bbox_dn_4: 0.1586 (0.1573)  loss_bbox_dn_5: 0.1586 (0.1574)  loss_giou: 0.3728 (0.4476)  loss_giou_aux_0: 0.3953 (0.4710)  loss_giou_aux_1: 0.3899 (0.4580)  loss_giou_aux_2: 0.3884 (0.4529)  loss_giou_aux_3: 0.3783 (0.4493)  loss_giou_aux_4: 0.3744 (0.4476)  loss_giou_aux_5: 0.4521 (0.5329)  loss_giou_dn_0: 0.4945 (0.5495)  loss_giou_dn_1: 0.4088 (0.4412)  loss_giou_dn_2: 0.3678 (0.4105)  loss_giou_dn_3: 0.3611 (0.4022)  loss_giou_dn_4: 0.3605 (0.4000)  loss_giou_dn_5: 0.3607 (0.4002)  loss_vfl: 0.6255 (0.6503)  loss_vfl_aux_0: 0.7313 (0.7436)  loss_vfl_aux_1: 0.6696 (0.6983)  loss_vfl_aux_2: 0.6429 (0.6737)  loss_vfl_aux_3: 0.6311 (0.6612)  loss_vfl_aux_4: 0.6179 (0.6552)  loss_vfl_aux_5: 0.7202 (0.7356)  loss_vfl_dn_0: 0.4383 (0.4431)  loss_vfl_dn_1: 0.3685 (0.3765)  loss_vfl_dn_2: 0.3550 (0.3605)  loss_vfl_dn_3: 0.3460 (0.3535)  loss_vfl_dn_4: 0.3429 (0.3511)  loss_vfl_dn_5: 0.3430 (0.3504)  time: 0.4660  data: 0.0145  max mem: 5654
Epoch: [65]  [ 600/7393]  eta: 0:58:08  lr: 0.000010  loss: 15.2126 (15.1255)  loss_bbox: 0.1309 (0.1483)  loss_bbox_aux_0: 0.1447 (0.1607)  loss_bbox_aux_1: 0.1333 (0.1540)  loss_bbox_aux_2: 0.1264 (0.1511)  loss_bbox_aux_3: 0.1413 (0.1492)  loss_bbox_aux_4: 0.1310 (0.1480)  loss_bbox_aux_5: 0.1796 (0.1964)  loss_bbox_dn_0: 0.2101 (0.2553)  loss_bbox_dn_1: 0.1503 (0.1855)  loss_bbox_dn_2: 0.1363 (0.1651)  loss_bbox_dn_3: 0.1341 (0.1591)  loss_bbox_dn_4: 0.1336 (0.1576)  loss_bbox_dn_5: 0.1336 (0.1576)  loss_giou: 0.4893 (0.4503)  loss_giou_aux_0: 0.5246 (0.4735)  loss_giou_aux_1: 0.5115 (0.4606)  loss_giou_aux_2: 0.4914 (0.4556)  loss_giou_aux_3: 0.4947 (0.4522)  loss_giou_aux_4: 0.4926 (0.4505)  loss_giou_aux_5: 0.5782 (0.5353)  loss_giou_dn_0: 0.5781 (0.5511)  loss_giou_dn_1: 0.4729 (0.4429)  loss_giou_dn_2: 0.4505 (0.4122)  loss_giou_dn_3: 0.4476 (0.4038)  loss_giou_dn_4: 0.4471 (0.4017)  loss_giou_dn_5: 0.4471 (0.4018)  loss_vfl: 0.6303 (0.6494)  loss_vfl_aux_0: 0.7229 (0.7425)  loss_vfl_aux_1: 0.6772 (0.6971)  loss_vfl_aux_2: 0.6545 (0.6731)  loss_vfl_aux_3: 0.6483 (0.6603)  loss_vfl_aux_4: 0.6359 (0.6541)  loss_vfl_aux_5: 0.7111 (0.7343)  loss_vfl_dn_0: 0.4406 (0.4429)  loss_vfl_dn_1: 0.3871 (0.3766)  loss_vfl_dn_2: 0.3681 (0.3607)  loss_vfl_dn_3: 0.3626 (0.3536)  loss_vfl_dn_4: 0.3602 (0.3512)  loss_vfl_dn_5: 0.3608 (0.3504)  time: 0.4711  data: 0.0141  max mem: 5654
Epoch: [65]  [ 700/7393]  eta: 0:56:46  lr: 0.000010  loss: 15.0274 (15.1252)  loss_bbox: 0.1401 (0.1483)  loss_bbox_aux_0: 0.1495 (0.1606)  loss_bbox_aux_1: 0.1449 (0.1538)  loss_bbox_aux_2: 0.1391 (0.1510)  loss_bbox_aux_3: 0.1418 (0.1493)  loss_bbox_aux_4: 0.1445 (0.1480)  loss_bbox_aux_5: 0.1866 (0.1961)  loss_bbox_dn_0: 0.2244 (0.2541)  loss_bbox_dn_1: 0.1609 (0.1846)  loss_bbox_dn_2: 0.1451 (0.1643)  loss_bbox_dn_3: 0.1395 (0.1584)  loss_bbox_dn_4: 0.1390 (0.1569)  loss_bbox_dn_5: 0.1390 (0.1569)  loss_giou: 0.4253 (0.4506)  loss_giou_aux_0: 0.4607 (0.4741)  loss_giou_aux_1: 0.4411 (0.4609)  loss_giou_aux_2: 0.4355 (0.4559)  loss_giou_aux_3: 0.4231 (0.4526)  loss_giou_aux_4: 0.4290 (0.4508)  loss_giou_aux_5: 0.5146 (0.5360)  loss_giou_dn_0: 0.5346 (0.5516)  loss_giou_dn_1: 0.4297 (0.4432)  loss_giou_dn_2: 0.4075 (0.4123)  loss_giou_dn_3: 0.4015 (0.4039)  loss_giou_dn_4: 0.3972 (0.4018)  loss_giou_dn_5: 0.3979 (0.4019)  loss_vfl: 0.6340 (0.6493)  loss_vfl_aux_0: 0.7316 (0.7421)  loss_vfl_aux_1: 0.6822 (0.6975)  loss_vfl_aux_2: 0.6602 (0.6729)  loss_vfl_aux_3: 0.6452 (0.6602)  loss_vfl_aux_4: 0.6361 (0.6539)  loss_vfl_aux_5: 0.7023 (0.7338)  loss_vfl_dn_0: 0.4459 (0.4430)  loss_vfl_dn_1: 0.3849 (0.3770)  loss_vfl_dn_2: 0.3684 (0.3611)  loss_vfl_dn_3: 0.3615 (0.3540)  loss_vfl_dn_4: 0.3577 (0.3516)  loss_vfl_dn_5: 0.3561 (0.3508)  time: 0.4834  data: 0.0138  max mem: 5654
Epoch: [65]  [ 800/7393]  eta: 0:55:29  lr: 0.000010  loss: 14.7901 (15.1153)  loss_bbox: 0.1476 (0.1476)  loss_bbox_aux_0: 0.1625 (0.1602)  loss_bbox_aux_1: 0.1538 (0.1532)  loss_bbox_aux_2: 0.1480 (0.1505)  loss_bbox_aux_3: 0.1472 (0.1487)  loss_bbox_aux_4: 0.1479 (0.1474)  loss_bbox_aux_5: 0.1829 (0.1953)  loss_bbox_dn_0: 0.2500 (0.2528)  loss_bbox_dn_1: 0.1674 (0.1835)  loss_bbox_dn_2: 0.1500 (0.1633)  loss_bbox_dn_3: 0.1440 (0.1575)  loss_bbox_dn_4: 0.1415 (0.1561)  loss_bbox_dn_5: 0.1415 (0.1561)  loss_giou: 0.4229 (0.4514)  loss_giou_aux_0: 0.4501 (0.4750)  loss_giou_aux_1: 0.4352 (0.4620)  loss_giou_aux_2: 0.4205 (0.4568)  loss_giou_aux_3: 0.4236 (0.4535)  loss_giou_aux_4: 0.4313 (0.4516)  loss_giou_aux_5: 0.5216 (0.5367)  loss_giou_dn_0: 0.5659 (0.5516)  loss_giou_dn_1: 0.4428 (0.4433)  loss_giou_dn_2: 0.4109 (0.4124)  loss_giou_dn_3: 0.3975 (0.4041)  loss_giou_dn_4: 0.3951 (0.4019)  loss_giou_dn_5: 0.3950 (0.4021)  loss_vfl: 0.6351 (0.6487)  loss_vfl_aux_0: 0.7374 (0.7409)  loss_vfl_aux_1: 0.6741 (0.6960)  loss_vfl_aux_2: 0.6692 (0.6719)  loss_vfl_aux_3: 0.6560 (0.6592)  loss_vfl_aux_4: 0.6348 (0.6531)  loss_vfl_aux_5: 0.7102 (0.7332)  loss_vfl_dn_0: 0.4487 (0.4430)  loss_vfl_dn_1: 0.3895 (0.3770)  loss_vfl_dn_2: 0.3740 (0.3611)  loss_vfl_dn_3: 0.3645 (0.3540)  loss_vfl_dn_4: 0.3620 (0.3516)  loss_vfl_dn_5: 0.3616 (0.3509)  time: 0.4806  data: 0.0157  max mem: 5654
Epoch: [65]  [ 900/7393]  eta: 0:54:18  lr: 0.000010  loss: 15.6053 (15.1361)  loss_bbox: 0.1447 (0.1473)  loss_bbox_aux_0: 0.1561 (0.1600)  loss_bbox_aux_1: 0.1456 (0.1530)  loss_bbox_aux_2: 0.1485 (0.1503)  loss_bbox_aux_3: 0.1419 (0.1483)  loss_bbox_aux_4: 0.1412 (0.1472)  loss_bbox_aux_5: 0.1853 (0.1951)  loss_bbox_dn_0: 0.2398 (0.2527)  loss_bbox_dn_1: 0.1676 (0.1832)  loss_bbox_dn_2: 0.1426 (0.1631)  loss_bbox_dn_3: 0.1386 (0.1573)  loss_bbox_dn_4: 0.1369 (0.1558)  loss_bbox_dn_5: 0.1369 (0.1558)  loss_giou: 0.5022 (0.4534)  loss_giou_aux_0: 0.5189 (0.4773)  loss_giou_aux_1: 0.4977 (0.4642)  loss_giou_aux_2: 0.4908 (0.4589)  loss_giou_aux_3: 0.4924 (0.4555)  loss_giou_aux_4: 0.4914 (0.4537)  loss_giou_aux_5: 0.5912 (0.5389)  loss_giou_dn_0: 0.5947 (0.5535)  loss_giou_dn_1: 0.4792 (0.4450)  loss_giou_dn_2: 0.4417 (0.4140)  loss_giou_dn_3: 0.4314 (0.4056)  loss_giou_dn_4: 0.4297 (0.4035)  loss_giou_dn_5: 0.4297 (0.4037)  loss_vfl: 0.6519 (0.6487)  loss_vfl_aux_0: 0.7080 (0.7404)  loss_vfl_aux_1: 0.6734 (0.6957)  loss_vfl_aux_2: 0.6648 (0.6718)  loss_vfl_aux_3: 0.6450 (0.6593)  loss_vfl_aux_4: 0.6548 (0.6531)  loss_vfl_aux_5: 0.7279 (0.7330)  loss_vfl_dn_0: 0.4431 (0.4429)  loss_vfl_dn_1: 0.3822 (0.3770)  loss_vfl_dn_2: 0.3693 (0.3610)  loss_vfl_dn_3: 0.3661 (0.3541)  loss_vfl_dn_4: 0.3626 (0.3516)  loss_vfl_dn_5: 0.3618 (0.3509)  time: 0.4802  data: 0.0167  max mem: 5654
Epoch: [65]  [1000/7393]  eta: 0:53:09  lr: 0.000010  loss: 15.1918 (15.1374)  loss_bbox: 0.1505 (0.1469)  loss_bbox_aux_0: 0.1653 (0.1595)  loss_bbox_aux_1: 0.1491 (0.1526)  loss_bbox_aux_2: 0.1493 (0.1499)  loss_bbox_aux_3: 0.1513 (0.1478)  loss_bbox_aux_4: 0.1488 (0.1467)  loss_bbox_aux_5: 0.1875 (0.1941)  loss_bbox_dn_0: 0.2373 (0.2516)  loss_bbox_dn_1: 0.1636 (0.1822)  loss_bbox_dn_2: 0.1480 (0.1622)  loss_bbox_dn_3: 0.1443 (0.1564)  loss_bbox_dn_4: 0.1437 (0.1549)  loss_bbox_dn_5: 0.1437 (0.1550)  loss_giou: 0.4659 (0.4548)  loss_giou_aux_0: 0.4664 (0.4787)  loss_giou_aux_1: 0.4508 (0.4656)  loss_giou_aux_2: 0.4625 (0.4602)  loss_giou_aux_3: 0.4641 (0.4569)  loss_giou_aux_4: 0.4744 (0.4551)  loss_giou_aux_5: 0.5273 (0.5403)  loss_giou_dn_0: 0.5521 (0.5543)  loss_giou_dn_1: 0.4373 (0.4457)  loss_giou_dn_2: 0.4093 (0.4146)  loss_giou_dn_3: 0.4014 (0.4062)  loss_giou_dn_4: 0.3990 (0.4040)  loss_giou_dn_5: 0.3992 (0.4042)  loss_vfl: 0.6353 (0.6480)  loss_vfl_aux_0: 0.7193 (0.7404)  loss_vfl_aux_1: 0.6790 (0.6953)  loss_vfl_aux_2: 0.6488 (0.6713)  loss_vfl_aux_3: 0.6436 (0.6587)  loss_vfl_aux_4: 0.6388 (0.6524)  loss_vfl_aux_5: 0.7225 (0.7328)  loss_vfl_dn_0: 0.4422 (0.4430)  loss_vfl_dn_1: 0.3686 (0.3771)  loss_vfl_dn_2: 0.3541 (0.3611)  loss_vfl_dn_3: 0.3492 (0.3541)  loss_vfl_dn_4: 0.3455 (0.3516)  loss_vfl_dn_5: 0.3445 (0.3509)  time: 0.4673  data: 0.0152  max mem: 5654
Epoch: [65]  [1100/7393]  eta: 0:52:07  lr: 0.000010  loss: 15.3385 (15.1444)  loss_bbox: 0.1383 (0.1469)  loss_bbox_aux_0: 0.1424 (0.1595)  loss_bbox_aux_1: 0.1388 (0.1525)  loss_bbox_aux_2: 0.1381 (0.1498)  loss_bbox_aux_3: 0.1357 (0.1478)  loss_bbox_aux_4: 0.1359 (0.1468)  loss_bbox_aux_5: 0.1814 (0.1938)  loss_bbox_dn_0: 0.2358 (0.2511)  loss_bbox_dn_1: 0.1661 (0.1818)  loss_bbox_dn_2: 0.1465 (0.1619)  loss_bbox_dn_3: 0.1431 (0.1561)  loss_bbox_dn_4: 0.1405 (0.1546)  loss_bbox_dn_5: 0.1405 (0.1546)  loss_giou: 0.4464 (0.4559)  loss_giou_aux_0: 0.4757 (0.4801)  loss_giou_aux_1: 0.4549 (0.4668)  loss_giou_aux_2: 0.4585 (0.4615)  loss_giou_aux_3: 0.4470 (0.4580)  loss_giou_aux_4: 0.4463 (0.4562)  loss_giou_aux_5: 0.5283 (0.5411)  loss_giou_dn_0: 0.5766 (0.5546)  loss_giou_dn_1: 0.4611 (0.4461)  loss_giou_dn_2: 0.4239 (0.4151)  loss_giou_dn_3: 0.4207 (0.4067)  loss_giou_dn_4: 0.4197 (0.4046)  loss_giou_dn_5: 0.4199 (0.4048)  loss_vfl: 0.6136 (0.6478)  loss_vfl_aux_0: 0.7279 (0.7399)  loss_vfl_aux_1: 0.6708 (0.6949)  loss_vfl_aux_2: 0.6380 (0.6706)  loss_vfl_aux_3: 0.6514 (0.6587)  loss_vfl_aux_4: 0.6235 (0.6520)  loss_vfl_aux_5: 0.7263 (0.7334)  loss_vfl_dn_0: 0.4509 (0.4430)  loss_vfl_dn_1: 0.3851 (0.3772)  loss_vfl_dn_2: 0.3706 (0.3612)  loss_vfl_dn_3: 0.3630 (0.3542)  loss_vfl_dn_4: 0.3607 (0.3518)  loss_vfl_dn_5: 0.3596 (0.3510)  time: 0.4763  data: 0.0151  max mem: 5654
Epoch: [65]  [1200/7393]  eta: 0:51:09  lr: 0.000010  loss: 14.8992 (15.1505)  loss_bbox: 0.1389 (0.1470)  loss_bbox_aux_0: 0.1473 (0.1595)  loss_bbox_aux_1: 0.1447 (0.1524)  loss_bbox_aux_2: 0.1408 (0.1498)  loss_bbox_aux_3: 0.1387 (0.1479)  loss_bbox_aux_4: 0.1400 (0.1469)  loss_bbox_aux_5: 0.1809 (0.1936)  loss_bbox_dn_0: 0.2245 (0.2507)  loss_bbox_dn_1: 0.1607 (0.1816)  loss_bbox_dn_2: 0.1425 (0.1616)  loss_bbox_dn_3: 0.1353 (0.1558)  loss_bbox_dn_4: 0.1321 (0.1543)  loss_bbox_dn_5: 0.1321 (0.1543)  loss_giou: 0.4375 (0.4568)  loss_giou_aux_0: 0.4650 (0.4806)  loss_giou_aux_1: 0.4613 (0.4676)  loss_giou_aux_2: 0.4474 (0.4624)  loss_giou_aux_3: 0.4400 (0.4588)  loss_giou_aux_4: 0.4375 (0.4570)  loss_giou_aux_5: 0.5385 (0.5417)  loss_giou_dn_0: 0.5421 (0.5550)  loss_giou_dn_1: 0.4294 (0.4468)  loss_giou_dn_2: 0.3921 (0.4157)  loss_giou_dn_3: 0.3816 (0.4073)  loss_giou_dn_4: 0.3784 (0.4052)  loss_giou_dn_5: 0.3787 (0.4053)  loss_vfl: 0.6281 (0.6475)  loss_vfl_aux_0: 0.7406 (0.7402)  loss_vfl_aux_1: 0.6782 (0.6947)  loss_vfl_aux_2: 0.6438 (0.6702)  loss_vfl_aux_3: 0.6355 (0.6584)  loss_vfl_aux_4: 0.6252 (0.6517)  loss_vfl_aux_5: 0.7284 (0.7339)  loss_vfl_dn_0: 0.4364 (0.4429)  loss_vfl_dn_1: 0.3726 (0.3772)  loss_vfl_dn_2: 0.3530 (0.3612)  loss_vfl_dn_3: 0.3468 (0.3542)  loss_vfl_dn_4: 0.3445 (0.3517)  loss_vfl_dn_5: 0.3447 (0.3510)  time: 0.4886  data: 0.0153  max mem: 5654
Epoch: [65]  [1300/7393]  eta: 0:50:19  lr: 0.000010  loss: 15.2779 (15.1356)  loss_bbox: 0.1561 (0.1473)  loss_bbox_aux_0: 0.1720 (0.1597)  loss_bbox_aux_1: 0.1583 (0.1527)  loss_bbox_aux_2: 0.1549 (0.1501)  loss_bbox_aux_3: 0.1531 (0.1482)  loss_bbox_aux_4: 0.1540 (0.1472)  loss_bbox_aux_5: 0.1923 (0.1939)  loss_bbox_dn_0: 0.2652 (0.2512)  loss_bbox_dn_1: 0.1939 (0.1820)  loss_bbox_dn_2: 0.1755 (0.1619)  loss_bbox_dn_3: 0.1711 (0.1562)  loss_bbox_dn_4: 0.1715 (0.1547)  loss_bbox_dn_5: 0.1714 (0.1547)  loss_giou: 0.4428 (0.4549)  loss_giou_aux_0: 0.4702 (0.4784)  loss_giou_aux_1: 0.4534 (0.4654)  loss_giou_aux_2: 0.4437 (0.4603)  loss_giou_aux_3: 0.4472 (0.4567)  loss_giou_aux_4: 0.4366 (0.4551)  loss_giou_aux_5: 0.5160 (0.5396)  loss_giou_dn_0: 0.5440 (0.5535)  loss_giou_dn_1: 0.4480 (0.4452)  loss_giou_dn_2: 0.4062 (0.4141)  loss_giou_dn_3: 0.3957 (0.4058)  loss_giou_dn_4: 0.3926 (0.4036)  loss_giou_dn_5: 0.3924 (0.4038)  loss_vfl: 0.6267 (0.6480)  loss_vfl_aux_0: 0.7164 (0.7413)  loss_vfl_aux_1: 0.6810 (0.6957)  loss_vfl_aux_2: 0.6504 (0.6711)  loss_vfl_aux_3: 0.6394 (0.6592)  loss_vfl_aux_4: 0.6333 (0.6521)  loss_vfl_aux_5: 0.7154 (0.7346)  loss_vfl_dn_0: 0.4416 (0.4429)  loss_vfl_dn_1: 0.3713 (0.3771)  loss_vfl_dn_2: 0.3582 (0.3610)  loss_vfl_dn_3: 0.3520 (0.3540)  loss_vfl_dn_4: 0.3503 (0.3515)  loss_vfl_dn_5: 0.3491 (0.3508)  time: 0.4654  data: 0.0165  max mem: 5654
Epoch: [65]  [1400/7393]  eta: 0:49:22  lr: 0.000010  loss: 15.3779 (15.1520)  loss_bbox: 0.1317 (0.1475)  loss_bbox_aux_0: 0.1448 (0.1598)  loss_bbox_aux_1: 0.1366 (0.1527)  loss_bbox_aux_2: 0.1347 (0.1502)  loss_bbox_aux_3: 0.1328 (0.1483)  loss_bbox_aux_4: 0.1329 (0.1474)  loss_bbox_aux_5: 0.1833 (0.1942)  loss_bbox_dn_0: 0.2288 (0.2519)  loss_bbox_dn_1: 0.1594 (0.1825)  loss_bbox_dn_2: 0.1467 (0.1624)  loss_bbox_dn_3: 0.1428 (0.1566)  loss_bbox_dn_4: 0.1398 (0.1551)  loss_bbox_dn_5: 0.1398 (0.1551)  loss_giou: 0.4549 (0.4556)  loss_giou_aux_0: 0.5083 (0.4791)  loss_giou_aux_1: 0.4727 (0.4661)  loss_giou_aux_2: 0.4659 (0.4610)  loss_giou_aux_3: 0.4593 (0.4574)  loss_giou_aux_4: 0.4599 (0.4559)  loss_giou_aux_5: 0.5741 (0.5404)  loss_giou_dn_0: 0.5532 (0.5540)  loss_giou_dn_1: 0.4510 (0.4456)  loss_giou_dn_2: 0.4146 (0.4145)  loss_giou_dn_3: 0.4129 (0.4062)  loss_giou_dn_4: 0.4097 (0.4040)  loss_giou_dn_5: 0.4105 (0.4042)  loss_vfl: 0.6376 (0.6484)  loss_vfl_aux_0: 0.7314 (0.7422)  loss_vfl_aux_1: 0.6983 (0.6965)  loss_vfl_aux_2: 0.6677 (0.6719)  loss_vfl_aux_3: 0.6404 (0.6600)  loss_vfl_aux_4: 0.6404 (0.6524)  loss_vfl_aux_5: 0.7289 (0.7354)  loss_vfl_dn_0: 0.4420 (0.4430)  loss_vfl_dn_1: 0.3755 (0.3771)  loss_vfl_dn_2: 0.3640 (0.3611)  loss_vfl_dn_3: 0.3537 (0.3540)  loss_vfl_dn_4: 0.3494 (0.3515)  loss_vfl_dn_5: 0.3487 (0.3508)  time: 0.4748  data: 0.0169  max mem: 5654
Epoch: [65]  [1500/7393]  eta: 0:48:27  lr: 0.000010  loss: 15.6588 (15.1483)  loss_bbox: 0.1500 (0.1477)  loss_bbox_aux_0: 0.1645 (0.1599)  loss_bbox_aux_1: 0.1571 (0.1527)  loss_bbox_aux_2: 0.1574 (0.1503)  loss_bbox_aux_3: 0.1548 (0.1484)  loss_bbox_aux_4: 0.1504 (0.1476)  loss_bbox_aux_5: 0.1921 (0.1943)  loss_bbox_dn_0: 0.2297 (0.2520)  loss_bbox_dn_1: 0.1799 (0.1825)  loss_bbox_dn_2: 0.1630 (0.1624)  loss_bbox_dn_3: 0.1566 (0.1567)  loss_bbox_dn_4: 0.1562 (0.1552)  loss_bbox_dn_5: 0.1562 (0.1552)  loss_giou: 0.4532 (0.4552)  loss_giou_aux_0: 0.4628 (0.4783)  loss_giou_aux_1: 0.4594 (0.4653)  loss_giou_aux_2: 0.4564 (0.4604)  loss_giou_aux_3: 0.4543 (0.4569)  loss_giou_aux_4: 0.4533 (0.4555)  loss_giou_aux_5: 0.5322 (0.5395)  loss_giou_dn_0: 0.5536 (0.5534)  loss_giou_dn_1: 0.4496 (0.4451)  loss_giou_dn_2: 0.4256 (0.4141)  loss_giou_dn_3: 0.4182 (0.4058)  loss_giou_dn_4: 0.4156 (0.4036)  loss_giou_dn_5: 0.4157 (0.4038)  loss_vfl: 0.6501 (0.6485)  loss_vfl_aux_0: 0.7286 (0.7426)  loss_vfl_aux_1: 0.6905 (0.6970)  loss_vfl_aux_2: 0.6787 (0.6723)  loss_vfl_aux_3: 0.6696 (0.6603)  loss_vfl_aux_4: 0.6556 (0.6525)  loss_vfl_aux_5: 0.7287 (0.7358)  loss_vfl_dn_0: 0.4436 (0.4430)  loss_vfl_dn_1: 0.3844 (0.3771)  loss_vfl_dn_2: 0.3732 (0.3610)  loss_vfl_dn_3: 0.3639 (0.3540)  loss_vfl_dn_4: 0.3634 (0.3515)  loss_vfl_dn_5: 0.3630 (0.3508)  time: 0.4644  data: 0.0165  max mem: 5654
Epoch: [65]  [1600/7393]  eta: 0:47:36  lr: 0.000010  loss: 15.4205 (15.1590)  loss_bbox: 0.1481 (0.1481)  loss_bbox_aux_0: 0.1757 (0.1604)  loss_bbox_aux_1: 0.1571 (0.1532)  loss_bbox_aux_2: 0.1562 (0.1507)  loss_bbox_aux_3: 0.1533 (0.1488)  loss_bbox_aux_4: 0.1513 (0.1480)  loss_bbox_aux_5: 0.2113 (0.1948)  loss_bbox_dn_0: 0.2602 (0.2526)  loss_bbox_dn_1: 0.1767 (0.1831)  loss_bbox_dn_2: 0.1581 (0.1630)  loss_bbox_dn_3: 0.1549 (0.1573)  loss_bbox_dn_4: 0.1549 (0.1558)  loss_bbox_dn_5: 0.1550 (0.1558)  loss_giou: 0.4208 (0.4551)  loss_giou_aux_0: 0.4498 (0.4781)  loss_giou_aux_1: 0.4214 (0.4651)  loss_giou_aux_2: 0.4198 (0.4603)  loss_giou_aux_3: 0.4183 (0.4567)  loss_giou_aux_4: 0.4212 (0.4554)  loss_giou_aux_5: 0.5067 (0.5393)  loss_giou_dn_0: 0.5479 (0.5531)  loss_giou_dn_1: 0.4209 (0.4448)  loss_giou_dn_2: 0.3903 (0.4139)  loss_giou_dn_3: 0.3810 (0.4056)  loss_giou_dn_4: 0.3794 (0.4035)  loss_giou_dn_5: 0.3798 (0.4037)  loss_vfl: 0.6706 (0.6493)  loss_vfl_aux_0: 0.7343 (0.7433)  loss_vfl_aux_1: 0.7022 (0.6979)  loss_vfl_aux_2: 0.6669 (0.6732)  loss_vfl_aux_3: 0.6702 (0.6611)  loss_vfl_aux_4: 0.6692 (0.6534)  loss_vfl_aux_5: 0.7181 (0.7363)  loss_vfl_dn_0: 0.4411 (0.4432)  loss_vfl_dn_1: 0.3749 (0.3772)  loss_vfl_dn_2: 0.3580 (0.3612)  loss_vfl_dn_3: 0.3532 (0.3541)  loss_vfl_dn_4: 0.3513 (0.3517)  loss_vfl_dn_5: 0.3516 (0.3510)  time: 0.4748  data: 0.0169  max mem: 5654
Epoch: [65]  [1700/7393]  eta: 0:46:43  lr: 0.000010  loss: 15.4609 (15.1664)  loss_bbox: 0.1301 (0.1479)  loss_bbox_aux_0: 0.1364 (0.1603)  loss_bbox_aux_1: 0.1335 (0.1530)  loss_bbox_aux_2: 0.1283 (0.1505)  loss_bbox_aux_3: 0.1323 (0.1486)  loss_bbox_aux_4: 0.1293 (0.1478)  loss_bbox_aux_5: 0.1623 (0.1946)  loss_bbox_dn_0: 0.2061 (0.2523)  loss_bbox_dn_1: 0.1461 (0.1829)  loss_bbox_dn_2: 0.1327 (0.1629)  loss_bbox_dn_3: 0.1275 (0.1572)  loss_bbox_dn_4: 0.1263 (0.1558)  loss_bbox_dn_5: 0.1264 (0.1558)  loss_giou: 0.4399 (0.4558)  loss_giou_aux_0: 0.4933 (0.4789)  loss_giou_aux_1: 0.4769 (0.4659)  loss_giou_aux_2: 0.4565 (0.4610)  loss_giou_aux_3: 0.4534 (0.4575)  loss_giou_aux_4: 0.4369 (0.4561)  loss_giou_aux_5: 0.5504 (0.5400)  loss_giou_dn_0: 0.5848 (0.5538)  loss_giou_dn_1: 0.4740 (0.4455)  loss_giou_dn_2: 0.4333 (0.4146)  loss_giou_dn_3: 0.4226 (0.4062)  loss_giou_dn_4: 0.4206 (0.4041)  loss_giou_dn_5: 0.4205 (0.4043)  loss_vfl: 0.6298 (0.6493)  loss_vfl_aux_0: 0.7103 (0.7431)  loss_vfl_aux_1: 0.6869 (0.6976)  loss_vfl_aux_2: 0.6510 (0.6730)  loss_vfl_aux_3: 0.6534 (0.6613)  loss_vfl_aux_4: 0.6465 (0.6534)  loss_vfl_aux_5: 0.7097 (0.7364)  loss_vfl_dn_0: 0.4432 (0.4431)  loss_vfl_dn_1: 0.3778 (0.3773)  loss_vfl_dn_2: 0.3644 (0.3612)  loss_vfl_dn_3: 0.3506 (0.3542)  loss_vfl_dn_4: 0.3500 (0.3518)  loss_vfl_dn_5: 0.3486 (0.3511)  time: 0.4851  data: 0.0167  max mem: 5654
Epoch: [65]  [1800/7393]  eta: 0:45:53  lr: 0.000010  loss: 14.8418 (15.1690)  loss_bbox: 0.1530 (0.1480)  loss_bbox_aux_0: 0.1670 (0.1604)  loss_bbox_aux_1: 0.1587 (0.1530)  loss_bbox_aux_2: 0.1577 (0.1506)  loss_bbox_aux_3: 0.1574 (0.1487)  loss_bbox_aux_4: 0.1519 (0.1479)  loss_bbox_aux_5: 0.2040 (0.1946)  loss_bbox_dn_0: 0.2433 (0.2527)  loss_bbox_dn_1: 0.1727 (0.1833)  loss_bbox_dn_2: 0.1478 (0.1633)  loss_bbox_dn_3: 0.1461 (0.1576)  loss_bbox_dn_4: 0.1449 (0.1562)  loss_bbox_dn_5: 0.1449 (0.1562)  loss_giou: 0.4198 (0.4555)  loss_giou_aux_0: 0.4457 (0.4784)  loss_giou_aux_1: 0.4390 (0.4655)  loss_giou_aux_2: 0.4399 (0.4607)  loss_giou_aux_3: 0.4281 (0.4571)  loss_giou_aux_4: 0.4210 (0.4558)  loss_giou_aux_5: 0.5095 (0.5395)  loss_giou_dn_0: 0.5388 (0.5536)  loss_giou_dn_1: 0.4369 (0.4452)  loss_giou_dn_2: 0.4043 (0.4142)  loss_giou_dn_3: 0.3953 (0.4059)  loss_giou_dn_4: 0.3941 (0.4038)  loss_giou_dn_5: 0.3944 (0.4040)  loss_vfl: 0.6525 (0.6499)  loss_vfl_aux_0: 0.7297 (0.7438)  loss_vfl_aux_1: 0.6730 (0.6984)  loss_vfl_aux_2: 0.6395 (0.6735)  loss_vfl_aux_3: 0.6441 (0.6619)  loss_vfl_aux_4: 0.6447 (0.6540)  loss_vfl_aux_5: 0.7133 (0.7367)  loss_vfl_dn_0: 0.4340 (0.4433)  loss_vfl_dn_1: 0.3696 (0.3773)  loss_vfl_dn_2: 0.3552 (0.3613)  loss_vfl_dn_3: 0.3497 (0.3542)  loss_vfl_dn_4: 0.3466 (0.3518)  loss_vfl_dn_5: 0.3458 (0.3511)  time: 0.4794  data: 0.0168  max mem: 5654
Epoch: [65]  [1900/7393]  eta: 0:45:20  lr: 0.000010  loss: 15.4063 (15.1759)  loss_bbox: 0.1534 (0.1477)  loss_bbox_aux_0: 0.1504 (0.1600)  loss_bbox_aux_1: 0.1483 (0.1528)  loss_bbox_aux_2: 0.1469 (0.1503)  loss_bbox_aux_3: 0.1464 (0.1484)  loss_bbox_aux_4: 0.1496 (0.1477)  loss_bbox_aux_5: 0.1797 (0.1942)  loss_bbox_dn_0: 0.2383 (0.2522)  loss_bbox_dn_1: 0.1798 (0.1830)  loss_bbox_dn_2: 0.1630 (0.1629)  loss_bbox_dn_3: 0.1541 (0.1572)  loss_bbox_dn_4: 0.1517 (0.1558)  loss_bbox_dn_5: 0.1517 (0.1558)  loss_giou: 0.4424 (0.4557)  loss_giou_aux_0: 0.4675 (0.4787)  loss_giou_aux_1: 0.4529 (0.4657)  loss_giou_aux_2: 0.4489 (0.4608)  loss_giou_aux_3: 0.4438 (0.4573)  loss_giou_aux_4: 0.4403 (0.4560)  loss_giou_aux_5: 0.5222 (0.5396)  loss_giou_dn_0: 0.5339 (0.5540)  loss_giou_dn_1: 0.4542 (0.4456)  loss_giou_dn_2: 0.4242 (0.4146)  loss_giou_dn_3: 0.4182 (0.4062)  loss_giou_dn_4: 0.4167 (0.4041)  loss_giou_dn_5: 0.4166 (0.4043)  loss_vfl: 0.6634 (0.6509)  loss_vfl_aux_0: 0.7649 (0.7449)  loss_vfl_aux_1: 0.7103 (0.6992)  loss_vfl_aux_2: 0.6888 (0.6746)  loss_vfl_aux_3: 0.6768 (0.6629)  loss_vfl_aux_4: 0.6622 (0.6550)  loss_vfl_aux_5: 0.7492 (0.7374)  loss_vfl_dn_0: 0.4465 (0.4435)  loss_vfl_dn_1: 0.3857 (0.3776)  loss_vfl_dn_2: 0.3671 (0.3615)  loss_vfl_dn_3: 0.3619 (0.3545)  loss_vfl_dn_4: 0.3595 (0.3521)  loss_vfl_dn_5: 0.3594 (0.3514)  time: 0.4724  data: 0.0165  max mem: 5654
Epoch: [65]  [2000/7393]  eta: 0:44:26  lr: 0.000010  loss: 15.1416 (15.1766)  loss_bbox: 0.1357 (0.1476)  loss_bbox_aux_0: 0.1553 (0.1599)  loss_bbox_aux_1: 0.1442 (0.1526)  loss_bbox_aux_2: 0.1389 (0.1501)  loss_bbox_aux_3: 0.1377 (0.1482)  loss_bbox_aux_4: 0.1357 (0.1475)  loss_bbox_aux_5: 0.1773 (0.1941)  loss_bbox_dn_0: 0.2202 (0.2519)  loss_bbox_dn_1: 0.1613 (0.1827)  loss_bbox_dn_2: 0.1420 (0.1627)  loss_bbox_dn_3: 0.1382 (0.1570)  loss_bbox_dn_4: 0.1370 (0.1556)  loss_bbox_dn_5: 0.1371 (0.1556)  loss_giou: 0.4484 (0.4562)  loss_giou_aux_0: 0.4800 (0.4794)  loss_giou_aux_1: 0.4618 (0.4664)  loss_giou_aux_2: 0.4521 (0.4613)  loss_giou_aux_3: 0.4495 (0.4578)  loss_giou_aux_4: 0.4482 (0.4565)  loss_giou_aux_5: 0.5362 (0.5402)  loss_giou_dn_0: 0.5435 (0.5542)  loss_giou_dn_1: 0.4523 (0.4458)  loss_giou_dn_2: 0.4212 (0.4148)  loss_giou_dn_3: 0.4131 (0.4065)  loss_giou_dn_4: 0.4087 (0.4044)  loss_giou_dn_5: 0.4089 (0.4046)  loss_vfl: 0.6416 (0.6506)  loss_vfl_aux_0: 0.7004 (0.7444)  loss_vfl_aux_1: 0.6800 (0.6989)  loss_vfl_aux_2: 0.6619 (0.6746)  loss_vfl_aux_3: 0.6406 (0.6626)  loss_vfl_aux_4: 0.6383 (0.6547)  loss_vfl_aux_5: 0.6859 (0.7371)  loss_vfl_dn_0: 0.4435 (0.4434)  loss_vfl_dn_1: 0.3780 (0.3775)  loss_vfl_dn_2: 0.3665 (0.3615)  loss_vfl_dn_3: 0.3592 (0.3545)  loss_vfl_dn_4: 0.3560 (0.3521)  loss_vfl_dn_5: 0.3548 (0.3513)  time: 0.4711  data: 0.0165  max mem: 5654
Epoch: [65]  [2100/7393]  eta: 0:43:33  lr: 0.000010  loss: 15.3313 (15.1922)  loss_bbox: 0.1315 (0.1476)  loss_bbox_aux_0: 0.1534 (0.1600)  loss_bbox_aux_1: 0.1413 (0.1527)  loss_bbox_aux_2: 0.1364 (0.1501)  loss_bbox_aux_3: 0.1316 (0.1482)  loss_bbox_aux_4: 0.1312 (0.1475)  loss_bbox_aux_5: 0.1855 (0.1944)  loss_bbox_dn_0: 0.2244 (0.2523)  loss_bbox_dn_1: 0.1689 (0.1830)  loss_bbox_dn_2: 0.1423 (0.1631)  loss_bbox_dn_3: 0.1392 (0.1574)  loss_bbox_dn_4: 0.1376 (0.1559)  loss_bbox_dn_5: 0.1376 (0.1560)  loss_giou: 0.4536 (0.4571)  loss_giou_aux_0: 0.4679 (0.4804)  loss_giou_aux_1: 0.4618 (0.4673)  loss_giou_aux_2: 0.4592 (0.4622)  loss_giou_aux_3: 0.4534 (0.4587)  loss_giou_aux_4: 0.4532 (0.4574)  loss_giou_aux_5: 0.5341 (0.5413)  loss_giou_dn_0: 0.5673 (0.5551)  loss_giou_dn_1: 0.4600 (0.4467)  loss_giou_dn_2: 0.4274 (0.4156)  loss_giou_dn_3: 0.4218 (0.4073)  loss_giou_dn_4: 0.4185 (0.4052)  loss_giou_dn_5: 0.4187 (0.4054)  loss_vfl: 0.6434 (0.6509)  loss_vfl_aux_0: 0.7149 (0.7442)  loss_vfl_aux_1: 0.6707 (0.6989)  loss_vfl_aux_2: 0.6671 (0.6749)  loss_vfl_aux_3: 0.6552 (0.6628)  loss_vfl_aux_4: 0.6437 (0.6550)  loss_vfl_aux_5: 0.7057 (0.7368)  loss_vfl_dn_0: 0.4398 (0.4434)  loss_vfl_dn_1: 0.3796 (0.3777)  loss_vfl_dn_2: 0.3618 (0.3616)  loss_vfl_dn_3: 0.3586 (0.3546)  loss_vfl_dn_4: 0.3573 (0.3522)  loss_vfl_dn_5: 0.3545 (0.3515)  time: 0.4712  data: 0.0166  max mem: 5654
Epoch: [65]  [2200/7393]  eta: 0:42:39  lr: 0.000010  loss: 15.4488 (15.1945)  loss_bbox: 0.1247 (0.1474)  loss_bbox_aux_0: 0.1347 (0.1598)  loss_bbox_aux_1: 0.1350 (0.1526)  loss_bbox_aux_2: 0.1265 (0.1500)  loss_bbox_aux_3: 0.1297 (0.1481)  loss_bbox_aux_4: 0.1287 (0.1474)  loss_bbox_aux_5: 0.1679 (0.1941)  loss_bbox_dn_0: 0.1886 (0.2521)  loss_bbox_dn_1: 0.1490 (0.1830)  loss_bbox_dn_2: 0.1398 (0.1631)  loss_bbox_dn_3: 0.1393 (0.1574)  loss_bbox_dn_4: 0.1399 (0.1560)  loss_bbox_dn_5: 0.1399 (0.1560)  loss_giou: 0.5008 (0.4576)  loss_giou_aux_0: 0.5298 (0.4809)  loss_giou_aux_1: 0.5106 (0.4678)  loss_giou_aux_2: 0.5119 (0.4627)  loss_giou_aux_3: 0.5136 (0.4592)  loss_giou_aux_4: 0.5013 (0.4579)  loss_giou_aux_5: 0.5801 (0.5417)  loss_giou_dn_0: 0.5556 (0.5554)  loss_giou_dn_1: 0.4568 (0.4470)  loss_giou_dn_2: 0.4259 (0.4160)  loss_giou_dn_3: 0.4141 (0.4077)  loss_giou_dn_4: 0.4124 (0.4056)  loss_giou_dn_5: 0.4124 (0.4058)  loss_vfl: 0.6590 (0.6507)  loss_vfl_aux_0: 0.7623 (0.7439)  loss_vfl_aux_1: 0.7159 (0.6986)  loss_vfl_aux_2: 0.6877 (0.6746)  loss_vfl_aux_3: 0.6639 (0.6625)  loss_vfl_aux_4: 0.6592 (0.6546)  loss_vfl_aux_5: 0.7466 (0.7362)  loss_vfl_dn_0: 0.4434 (0.4433)  loss_vfl_dn_1: 0.3794 (0.3777)  loss_vfl_dn_2: 0.3692 (0.3617)  loss_vfl_dn_3: 0.3656 (0.3546)  loss_vfl_dn_4: 0.3628 (0.3523)  loss_vfl_dn_5: 0.3623 (0.3515)  time: 0.4818  data: 0.0165  max mem: 5654
Epoch: [65]  [2300/7393]  eta: 0:41:46  lr: 0.000010  loss: 15.2964 (15.1961)  loss_bbox: 0.1412 (0.1474)  loss_bbox_aux_0: 0.1501 (0.1597)  loss_bbox_aux_1: 0.1475 (0.1525)  loss_bbox_aux_2: 0.1405 (0.1499)  loss_bbox_aux_3: 0.1412 (0.1480)  loss_bbox_aux_4: 0.1417 (0.1473)  loss_bbox_aux_5: 0.1871 (0.1941)  loss_bbox_dn_0: 0.2566 (0.2520)  loss_bbox_dn_1: 0.1827 (0.1829)  loss_bbox_dn_2: 0.1614 (0.1629)  loss_bbox_dn_3: 0.1485 (0.1572)  loss_bbox_dn_4: 0.1471 (0.1558)  loss_bbox_dn_5: 0.1467 (0.1558)  loss_giou: 0.4821 (0.4579)  loss_giou_aux_0: 0.4978 (0.4813)  loss_giou_aux_1: 0.4805 (0.4681)  loss_giou_aux_2: 0.4833 (0.4631)  loss_giou_aux_3: 0.4817 (0.4595)  loss_giou_aux_4: 0.4852 (0.4582)  loss_giou_aux_5: 0.5559 (0.5422)  loss_giou_dn_0: 0.5732 (0.5557)  loss_giou_dn_1: 0.4637 (0.4473)  loss_giou_dn_2: 0.4251 (0.4163)  loss_giou_dn_3: 0.4138 (0.4080)  loss_giou_dn_4: 0.4105 (0.4059)  loss_giou_dn_5: 0.4105 (0.4060)  loss_vfl: 0.6462 (0.6505)  loss_vfl_aux_0: 0.7362 (0.7439)  loss_vfl_aux_1: 0.6919 (0.6983)  loss_vfl_aux_2: 0.6697 (0.6742)  loss_vfl_aux_3: 0.6632 (0.6623)  loss_vfl_aux_4: 0.6550 (0.6544)  loss_vfl_aux_5: 0.7237 (0.7359)  loss_vfl_dn_0: 0.4402 (0.4434)  loss_vfl_dn_1: 0.3858 (0.3777)  loss_vfl_dn_2: 0.3679 (0.3617)  loss_vfl_dn_3: 0.3631 (0.3547)  loss_vfl_dn_4: 0.3629 (0.3523)  loss_vfl_dn_5: 0.3640 (0.3516)  time: 0.4787  data: 0.0168  max mem: 5654
Epoch: [65]  [2400/7393]  eta: 0:40:53  lr: 0.000010  loss: 15.3394 (15.1905)  loss_bbox: 0.1526 (0.1474)  loss_bbox_aux_0: 0.1713 (0.1597)  loss_bbox_aux_1: 0.1647 (0.1525)  loss_bbox_aux_2: 0.1678 (0.1500)  loss_bbox_aux_3: 0.1584 (0.1480)  loss_bbox_aux_4: 0.1535 (0.1474)  loss_bbox_aux_5: 0.1985 (0.1941)  loss_bbox_dn_0: 0.2407 (0.2519)  loss_bbox_dn_1: 0.1694 (0.1827)  loss_bbox_dn_2: 0.1527 (0.1627)  loss_bbox_dn_3: 0.1463 (0.1570)  loss_bbox_dn_4: 0.1425 (0.1556)  loss_bbox_dn_5: 0.1425 (0.1556)  loss_giou: 0.4527 (0.4578)  loss_giou_aux_0: 0.4745 (0.4812)  loss_giou_aux_1: 0.4597 (0.4680)  loss_giou_aux_2: 0.4527 (0.4629)  loss_giou_aux_3: 0.4501 (0.4594)  loss_giou_aux_4: 0.4523 (0.4581)  loss_giou_aux_5: 0.5235 (0.5419)  loss_giou_dn_0: 0.5498 (0.5555)  loss_giou_dn_1: 0.4432 (0.4471)  loss_giou_dn_2: 0.4187 (0.4161)  loss_giou_dn_3: 0.4036 (0.4078)  loss_giou_dn_4: 0.4003 (0.4057)  loss_giou_dn_5: 0.4005 (0.4059)  loss_vfl: 0.6397 (0.6502)  loss_vfl_aux_0: 0.7289 (0.7434)  loss_vfl_aux_1: 0.6815 (0.6979)  loss_vfl_aux_2: 0.6506 (0.6739)  loss_vfl_aux_3: 0.6490 (0.6621)  loss_vfl_aux_4: 0.6503 (0.6540)  loss_vfl_aux_5: 0.7094 (0.7356)  loss_vfl_dn_0: 0.4398 (0.4434)  loss_vfl_dn_1: 0.3774 (0.3777)  loss_vfl_dn_2: 0.3626 (0.3616)  loss_vfl_dn_3: 0.3561 (0.3546)  loss_vfl_dn_4: 0.3536 (0.3522)  loss_vfl_dn_5: 0.3533 (0.3515)  time: 0.4772  data: 0.0164  max mem: 5654
Epoch: [65]  [2500/7393]  eta: 0:40:01  lr: 0.000010  loss: 14.6137 (15.1889)  loss_bbox: 0.1243 (0.1474)  loss_bbox_aux_0: 0.1407 (0.1596)  loss_bbox_aux_1: 0.1254 (0.1523)  loss_bbox_aux_2: 0.1208 (0.1498)  loss_bbox_aux_3: 0.1192 (0.1480)  loss_bbox_aux_4: 0.1242 (0.1473)  loss_bbox_aux_5: 0.1720 (0.1940)  loss_bbox_dn_0: 0.2098 (0.2518)  loss_bbox_dn_1: 0.1473 (0.1826)  loss_bbox_dn_2: 0.1300 (0.1626)  loss_bbox_dn_3: 0.1232 (0.1569)  loss_bbox_dn_4: 0.1235 (0.1555)  loss_bbox_dn_5: 0.1235 (0.1555)  loss_giou: 0.4396 (0.4578)  loss_giou_aux_0: 0.4736 (0.4811)  loss_giou_aux_1: 0.4448 (0.4679)  loss_giou_aux_2: 0.4427 (0.4629)  loss_giou_aux_3: 0.4400 (0.4594)  loss_giou_aux_4: 0.4404 (0.4581)  loss_giou_aux_5: 0.5296 (0.5419)  loss_giou_dn_0: 0.5388 (0.5557)  loss_giou_dn_1: 0.4339 (0.4472)  loss_giou_dn_2: 0.4097 (0.4161)  loss_giou_dn_3: 0.4075 (0.4078)  loss_giou_dn_4: 0.4070 (0.4057)  loss_giou_dn_5: 0.4069 (0.4059)  loss_vfl: 0.6112 (0.6499)  loss_vfl_aux_0: 0.7201 (0.7437)  loss_vfl_aux_1: 0.6760 (0.6980)  loss_vfl_aux_2: 0.6508 (0.6738)  loss_vfl_aux_3: 0.6366 (0.6618)  loss_vfl_aux_4: 0.6174 (0.6537)  loss_vfl_aux_5: 0.7126 (0.7358)  loss_vfl_dn_0: 0.4408 (0.4435)  loss_vfl_dn_1: 0.3814 (0.3778)  loss_vfl_dn_2: 0.3546 (0.3617)  loss_vfl_dn_3: 0.3486 (0.3547)  loss_vfl_dn_4: 0.3480 (0.3523)  loss_vfl_dn_5: 0.3476 (0.3516)  time: 0.4681  data: 0.0158  max mem: 5654
Epoch: [65]  [2600/7393]  eta: 0:39:10  lr: 0.000010  loss: 15.1361 (15.1954)  loss_bbox: 0.1434 (0.1475)  loss_bbox_aux_0: 0.1490 (0.1597)  loss_bbox_aux_1: 0.1426 (0.1524)  loss_bbox_aux_2: 0.1438 (0.1500)  loss_bbox_aux_3: 0.1411 (0.1481)  loss_bbox_aux_4: 0.1440 (0.1475)  loss_bbox_aux_5: 0.1944 (0.1942)  loss_bbox_dn_0: 0.2460 (0.2520)  loss_bbox_dn_1: 0.1722 (0.1827)  loss_bbox_dn_2: 0.1557 (0.1628)  loss_bbox_dn_3: 0.1498 (0.1571)  loss_bbox_dn_4: 0.1477 (0.1557)  loss_bbox_dn_5: 0.1476 (0.1557)  loss_giou: 0.4647 (0.4581)  loss_giou_aux_0: 0.4794 (0.4814)  loss_giou_aux_1: 0.4586 (0.4681)  loss_giou_aux_2: 0.4703 (0.4631)  loss_giou_aux_3: 0.4644 (0.4596)  loss_giou_aux_4: 0.4621 (0.4584)  loss_giou_aux_5: 0.5493 (0.5422)  loss_giou_dn_0: 0.5617 (0.5557)  loss_giou_dn_1: 0.4496 (0.4473)  loss_giou_dn_2: 0.4111 (0.4162)  loss_giou_dn_3: 0.4021 (0.4079)  loss_giou_dn_4: 0.4014 (0.4058)  loss_giou_dn_5: 0.4016 (0.4060)  loss_vfl: 0.6333 (0.6502)  loss_vfl_aux_0: 0.7261 (0.7438)  loss_vfl_aux_1: 0.6872 (0.6985)  loss_vfl_aux_2: 0.6675 (0.6742)  loss_vfl_aux_3: 0.6718 (0.6621)  loss_vfl_aux_4: 0.6561 (0.6539)  loss_vfl_aux_5: 0.7009 (0.7356)  loss_vfl_dn_0: 0.4360 (0.4435)  loss_vfl_dn_1: 0.3845 (0.3777)  loss_vfl_dn_2: 0.3657 (0.3617)  loss_vfl_dn_3: 0.3579 (0.3548)  loss_vfl_dn_4: 0.3562 (0.3523)  loss_vfl_dn_5: 0.3549 (0.3516)  time: 0.4765  data: 0.0168  max mem: 5654
Epoch: [65]  [2700/7393]  eta: 0:38:18  lr: 0.000010  loss: 15.3280 (15.1924)  loss_bbox: 0.1636 (0.1473)  loss_bbox_aux_0: 0.1687 (0.1595)  loss_bbox_aux_1: 0.1645 (0.1522)  loss_bbox_aux_2: 0.1646 (0.1497)  loss_bbox_aux_3: 0.1625 (0.1479)  loss_bbox_aux_4: 0.1637 (0.1473)  loss_bbox_aux_5: 0.2092 (0.1940)  loss_bbox_dn_0: 0.2709 (0.2515)  loss_bbox_dn_1: 0.2034 (0.1824)  loss_bbox_dn_2: 0.1751 (0.1625)  loss_bbox_dn_3: 0.1688 (0.1568)  loss_bbox_dn_4: 0.1662 (0.1554)  loss_bbox_dn_5: 0.1663 (0.1554)  loss_giou: 0.4488 (0.4584)  loss_giou_aux_0: 0.4679 (0.4815)  loss_giou_aux_1: 0.4583 (0.4682)  loss_giou_aux_2: 0.4489 (0.4632)  loss_giou_aux_3: 0.4480 (0.4598)  loss_giou_aux_4: 0.4440 (0.4586)  loss_giou_aux_5: 0.5280 (0.5424)  loss_giou_dn_0: 0.5527 (0.5559)  loss_giou_dn_1: 0.4458 (0.4474)  loss_giou_dn_2: 0.4168 (0.4164)  loss_giou_dn_3: 0.4084 (0.4081)  loss_giou_dn_4: 0.4044 (0.4059)  loss_giou_dn_5: 0.4043 (0.4061)  loss_vfl: 0.6547 (0.6498)  loss_vfl_aux_0: 0.7405 (0.7434)  loss_vfl_aux_1: 0.7027 (0.6984)  loss_vfl_aux_2: 0.6630 (0.6741)  loss_vfl_aux_3: 0.6607 (0.6618)  loss_vfl_aux_4: 0.6740 (0.6537)  loss_vfl_aux_5: 0.7125 (0.7351)  loss_vfl_dn_0: 0.4516 (0.4435)  loss_vfl_dn_1: 0.3879 (0.3779)  loss_vfl_dn_2: 0.3710 (0.3618)  loss_vfl_dn_3: 0.3669 (0.3549)  loss_vfl_dn_4: 0.3622 (0.3525)  loss_vfl_dn_5: 0.3622 (0.3518)  time: 0.4696  data: 0.0164  max mem: 5654
Epoch: [65]  [2800/7393]  eta: 0:37:27  lr: 0.000010  loss: 15.5914 (15.1965)  loss_bbox: 0.1357 (0.1472)  loss_bbox_aux_0: 0.1505 (0.1594)  loss_bbox_aux_1: 0.1463 (0.1521)  loss_bbox_aux_2: 0.1395 (0.1495)  loss_bbox_aux_3: 0.1370 (0.1478)  loss_bbox_aux_4: 0.1349 (0.1472)  loss_bbox_aux_5: 0.1812 (0.1938)  loss_bbox_dn_0: 0.2280 (0.2513)  loss_bbox_dn_1: 0.1697 (0.1823)  loss_bbox_dn_2: 0.1570 (0.1624)  loss_bbox_dn_3: 0.1524 (0.1567)  loss_bbox_dn_4: 0.1478 (0.1553)  loss_bbox_dn_5: 0.1478 (0.1553)  loss_giou: 0.4747 (0.4589)  loss_giou_aux_0: 0.4931 (0.4821)  loss_giou_aux_1: 0.4867 (0.4687)  loss_giou_aux_2: 0.4794 (0.4637)  loss_giou_aux_3: 0.4785 (0.4603)  loss_giou_aux_4: 0.4764 (0.4591)  loss_giou_aux_5: 0.5472 (0.5428)  loss_giou_dn_0: 0.5607 (0.5563)  loss_giou_dn_1: 0.4587 (0.4478)  loss_giou_dn_2: 0.4205 (0.4167)  loss_giou_dn_3: 0.4133 (0.4084)  loss_giou_dn_4: 0.4124 (0.4063)  loss_giou_dn_5: 0.4126 (0.4065)  loss_vfl: 0.6398 (0.6498)  loss_vfl_aux_0: 0.7244 (0.7433)  loss_vfl_aux_1: 0.6857 (0.6984)  loss_vfl_aux_2: 0.6540 (0.6742)  loss_vfl_aux_3: 0.6363 (0.6619)  loss_vfl_aux_4: 0.6476 (0.6538)  loss_vfl_aux_5: 0.6990 (0.7349)  loss_vfl_dn_0: 0.4391 (0.4435)  loss_vfl_dn_1: 0.3807 (0.3779)  loss_vfl_dn_2: 0.3652 (0.3619)  loss_vfl_dn_3: 0.3599 (0.3549)  loss_vfl_dn_4: 0.3580 (0.3525)  loss_vfl_dn_5: 0.3572 (0.3518)  time: 0.4748  data: 0.0166  max mem: 5654
Epoch: [65]  [2900/7393]  eta: 0:36:37  lr: 0.000010  loss: 14.9483 (15.1923)  loss_bbox: 0.1355 (0.1472)  loss_bbox_aux_0: 0.1459 (0.1593)  loss_bbox_aux_1: 0.1393 (0.1521)  loss_bbox_aux_2: 0.1366 (0.1495)  loss_bbox_aux_3: 0.1323 (0.1477)  loss_bbox_aux_4: 0.1369 (0.1471)  loss_bbox_aux_5: 0.1763 (0.1936)  loss_bbox_dn_0: 0.2496 (0.2511)  loss_bbox_dn_1: 0.1735 (0.1821)  loss_bbox_dn_2: 0.1440 (0.1622)  loss_bbox_dn_3: 0.1349 (0.1566)  loss_bbox_dn_4: 0.1318 (0.1551)  loss_bbox_dn_5: 0.1319 (0.1552)  loss_giou: 0.4163 (0.4588)  loss_giou_aux_0: 0.4365 (0.4820)  loss_giou_aux_1: 0.4258 (0.4687)  loss_giou_aux_2: 0.4185 (0.4637)  loss_giou_aux_3: 0.4143 (0.4603)  loss_giou_aux_4: 0.4151 (0.4591)  loss_giou_aux_5: 0.5081 (0.5426)  loss_giou_dn_0: 0.5481 (0.5562)  loss_giou_dn_1: 0.4388 (0.4477)  loss_giou_dn_2: 0.4032 (0.4166)  loss_giou_dn_3: 0.3982 (0.4083)  loss_giou_dn_4: 0.3948 (0.4062)  loss_giou_dn_5: 0.3949 (0.4064)  loss_vfl: 0.6462 (0.6497)  loss_vfl_aux_0: 0.7710 (0.7430)  loss_vfl_aux_1: 0.7191 (0.6980)  loss_vfl_aux_2: 0.6764 (0.6739)  loss_vfl_aux_3: 0.6698 (0.6617)  loss_vfl_aux_4: 0.6600 (0.6537)  loss_vfl_aux_5: 0.7406 (0.7347)  loss_vfl_dn_0: 0.4415 (0.4435)  loss_vfl_dn_1: 0.3780 (0.3778)  loss_vfl_dn_2: 0.3590 (0.3618)  loss_vfl_dn_3: 0.3505 (0.3549)  loss_vfl_dn_4: 0.3503 (0.3524)  loss_vfl_dn_5: 0.3488 (0.3517)  time: 0.4814  data: 0.0169  max mem: 5654
Epoch: [65]  [3000/7393]  eta: 0:35:47  lr: 0.000010  loss: 14.7266 (15.1906)  loss_bbox: 0.1416 (0.1470)  loss_bbox_aux_0: 0.1502 (0.1591)  loss_bbox_aux_1: 0.1435 (0.1518)  loss_bbox_aux_2: 0.1370 (0.1494)  loss_bbox_aux_3: 0.1431 (0.1475)  loss_bbox_aux_4: 0.1433 (0.1469)  loss_bbox_aux_5: 0.1737 (0.1933)  loss_bbox_dn_0: 0.2181 (0.2507)  loss_bbox_dn_1: 0.1502 (0.1818)  loss_bbox_dn_2: 0.1341 (0.1620)  loss_bbox_dn_3: 0.1308 (0.1563)  loss_bbox_dn_4: 0.1278 (0.1549)  loss_bbox_dn_5: 0.1278 (0.1549)  loss_giou: 0.4375 (0.4591)  loss_giou_aux_0: 0.4678 (0.4823)  loss_giou_aux_1: 0.4461 (0.4689)  loss_giou_aux_2: 0.4370 (0.4640)  loss_giou_aux_3: 0.4363 (0.4606)  loss_giou_aux_4: 0.4447 (0.4593)  loss_giou_aux_5: 0.5272 (0.5429)  loss_giou_dn_0: 0.5450 (0.5564)  loss_giou_dn_1: 0.4367 (0.4480)  loss_giou_dn_2: 0.4010 (0.4169)  loss_giou_dn_3: 0.3957 (0.4086)  loss_giou_dn_4: 0.3933 (0.4064)  loss_giou_dn_5: 0.3936 (0.4066)  loss_vfl: 0.6519 (0.6495)  loss_vfl_aux_0: 0.7453 (0.7427)  loss_vfl_aux_1: 0.6945 (0.6977)  loss_vfl_aux_2: 0.6617 (0.6736)  loss_vfl_aux_3: 0.6562 (0.6615)  loss_vfl_aux_4: 0.6613 (0.6535)  loss_vfl_aux_5: 0.7146 (0.7343)  loss_vfl_dn_0: 0.4458 (0.4434)  loss_vfl_dn_1: 0.3778 (0.3778)  loss_vfl_dn_2: 0.3653 (0.3618)  loss_vfl_dn_3: 0.3563 (0.3549)  loss_vfl_dn_4: 0.3543 (0.3524)  loss_vfl_dn_5: 0.3538 (0.3517)  time: 0.4916  data: 0.0165  max mem: 5654
Epoch: [65]  [3100/7393]  eta: 0:35:18  lr: 0.000010  loss: 15.3030 (15.1928)  loss_bbox: 0.1376 (0.1469)  loss_bbox_aux_0: 0.1420 (0.1590)  loss_bbox_aux_1: 0.1399 (0.1518)  loss_bbox_aux_2: 0.1395 (0.1493)  loss_bbox_aux_3: 0.1371 (0.1475)  loss_bbox_aux_4: 0.1386 (0.1469)  loss_bbox_aux_5: 0.1718 (0.1932)  loss_bbox_dn_0: 0.2207 (0.2505)  loss_bbox_dn_1: 0.1618 (0.1816)  loss_bbox_dn_2: 0.1443 (0.1618)  loss_bbox_dn_3: 0.1392 (0.1561)  loss_bbox_dn_4: 0.1355 (0.1547)  loss_bbox_dn_5: 0.1355 (0.1547)  loss_giou: 0.4863 (0.4595)  loss_giou_aux_0: 0.4896 (0.4827)  loss_giou_aux_1: 0.5028 (0.4694)  loss_giou_aux_2: 0.4906 (0.4644)  loss_giou_aux_3: 0.4811 (0.4610)  loss_giou_aux_4: 0.4826 (0.4598)  loss_giou_aux_5: 0.5526 (0.5433)  loss_giou_dn_0: 0.5841 (0.5567)  loss_giou_dn_1: 0.4638 (0.4482)  loss_giou_dn_2: 0.4323 (0.4171)  loss_giou_dn_3: 0.4223 (0.4088)  loss_giou_dn_4: 0.4187 (0.4066)  loss_giou_dn_5: 0.4187 (0.4068)  loss_vfl: 0.6095 (0.6496)  loss_vfl_aux_0: 0.7150 (0.7426)  loss_vfl_aux_1: 0.6461 (0.6976)  loss_vfl_aux_2: 0.6335 (0.6735)  loss_vfl_aux_3: 0.6213 (0.6615)  loss_vfl_aux_4: 0.6169 (0.6535)  loss_vfl_aux_5: 0.6825 (0.7340)  loss_vfl_dn_0: 0.4447 (0.4434)  loss_vfl_dn_1: 0.3770 (0.3777)  loss_vfl_dn_2: 0.3618 (0.3618)  loss_vfl_dn_3: 0.3568 (0.3549)  loss_vfl_dn_4: 0.3535 (0.3524)  loss_vfl_dn_5: 0.3533 (0.3517)  time: 0.4600  data: 0.0158  max mem: 5654
Epoch: [65]  [3200/7393]  eta: 0:34:26  lr: 0.000010  loss: 14.7148 (15.1955)  loss_bbox: 0.1322 (0.1468)  loss_bbox_aux_0: 0.1477 (0.1590)  loss_bbox_aux_1: 0.1429 (0.1517)  loss_bbox_aux_2: 0.1368 (0.1493)  loss_bbox_aux_3: 0.1319 (0.1474)  loss_bbox_aux_4: 0.1327 (0.1468)  loss_bbox_aux_5: 0.1815 (0.1932)  loss_bbox_dn_0: 0.2452 (0.2502)  loss_bbox_dn_1: 0.1765 (0.1814)  loss_bbox_dn_2: 0.1549 (0.1617)  loss_bbox_dn_3: 0.1542 (0.1560)  loss_bbox_dn_4: 0.1525 (0.1546)  loss_bbox_dn_5: 0.1525 (0.1546)  loss_giou: 0.4252 (0.4599)  loss_giou_aux_0: 0.4466 (0.4832)  loss_giou_aux_1: 0.4299 (0.4698)  loss_giou_aux_2: 0.4281 (0.4648)  loss_giou_aux_3: 0.4252 (0.4614)  loss_giou_aux_4: 0.4297 (0.4601)  loss_giou_aux_5: 0.5000 (0.5437)  loss_giou_dn_0: 0.5431 (0.5571)  loss_giou_dn_1: 0.4269 (0.4485)  loss_giou_dn_2: 0.3904 (0.4174)  loss_giou_dn_3: 0.3805 (0.4091)  loss_giou_dn_4: 0.3757 (0.4070)  loss_giou_dn_5: 0.3759 (0.4071)  loss_vfl: 0.6559 (0.6495)  loss_vfl_aux_0: 0.7274 (0.7423)  loss_vfl_aux_1: 0.6904 (0.6974)  loss_vfl_aux_2: 0.6616 (0.6734)  loss_vfl_aux_3: 0.6645 (0.6614)  loss_vfl_aux_4: 0.6545 (0.6534)  loss_vfl_aux_5: 0.7445 (0.7339)  loss_vfl_dn_0: 0.4438 (0.4434)  loss_vfl_dn_1: 0.3823 (0.3778)  loss_vfl_dn_2: 0.3624 (0.3618)  loss_vfl_dn_3: 0.3533 (0.3549)  loss_vfl_dn_4: 0.3482 (0.3525)  loss_vfl_dn_5: 0.3480 (0.3518)  time: 0.4718  data: 0.0170  max mem: 5654
Epoch: [65]  [3300/7393]  eta: 0:33:36  lr: 0.000010  loss: 15.2729 (15.1933)  loss_bbox: 0.1453 (0.1469)  loss_bbox_aux_0: 0.1637 (0.1591)  loss_bbox_aux_1: 0.1562 (0.1518)  loss_bbox_aux_2: 0.1475 (0.1493)  loss_bbox_aux_3: 0.1462 (0.1474)  loss_bbox_aux_4: 0.1450 (0.1469)  loss_bbox_aux_5: 0.1928 (0.1933)  loss_bbox_dn_0: 0.2429 (0.2505)  loss_bbox_dn_1: 0.1750 (0.1816)  loss_bbox_dn_2: 0.1556 (0.1618)  loss_bbox_dn_3: 0.1489 (0.1561)  loss_bbox_dn_4: 0.1458 (0.1547)  loss_bbox_dn_5: 0.1458 (0.1547)  loss_giou: 0.4270 (0.4594)  loss_giou_aux_0: 0.4681 (0.4827)  loss_giou_aux_1: 0.4479 (0.4693)  loss_giou_aux_2: 0.4372 (0.4643)  loss_giou_aux_3: 0.4365 (0.4608)  loss_giou_aux_4: 0.4259 (0.4596)  loss_giou_aux_5: 0.5292 (0.5433)  loss_giou_dn_0: 0.5513 (0.5568)  loss_giou_dn_1: 0.4435 (0.4482)  loss_giou_dn_2: 0.4129 (0.4170)  loss_giou_dn_3: 0.4058 (0.4087)  loss_giou_dn_4: 0.3997 (0.4065)  loss_giou_dn_5: 0.3999 (0.4067)  loss_vfl: 0.6574 (0.6499)  loss_vfl_aux_0: 0.7443 (0.7427)  loss_vfl_aux_1: 0.7189 (0.6978)  loss_vfl_aux_2: 0.6882 (0.6738)  loss_vfl_aux_3: 0.6614 (0.6618)  loss_vfl_aux_4: 0.6617 (0.6538)  loss_vfl_aux_5: 0.7322 (0.7342)  loss_vfl_dn_0: 0.4494 (0.4434)  loss_vfl_dn_1: 0.3845 (0.3778)  loss_vfl_dn_2: 0.3651 (0.3618)  loss_vfl_dn_3: 0.3607 (0.3549)  loss_vfl_dn_4: 0.3565 (0.3524)  loss_vfl_dn_5: 0.3572 (0.3517)  time: 0.4843  data: 0.0160  max mem: 5654
Epoch: [65]  [3400/7393]  eta: 0:32:45  lr: 0.000010  loss: 15.4205 (15.1948)  loss_bbox: 0.1301 (0.1467)  loss_bbox_aux_0: 0.1421 (0.1589)  loss_bbox_aux_1: 0.1338 (0.1516)  loss_bbox_aux_2: 0.1277 (0.1491)  loss_bbox_aux_3: 0.1316 (0.1472)  loss_bbox_aux_4: 0.1321 (0.1467)  loss_bbox_aux_5: 0.1700 (0.1931)  loss_bbox_dn_0: 0.2317 (0.2502)  loss_bbox_dn_1: 0.1626 (0.1813)  loss_bbox_dn_2: 0.1459 (0.1616)  loss_bbox_dn_3: 0.1417 (0.1559)  loss_bbox_dn_4: 0.1403 (0.1545)  loss_bbox_dn_5: 0.1402 (0.1545)  loss_giou: 0.4564 (0.4596)  loss_giou_aux_0: 0.4819 (0.4829)  loss_giou_aux_1: 0.4785 (0.4695)  loss_giou_aux_2: 0.4778 (0.4644)  loss_giou_aux_3: 0.4617 (0.4610)  loss_giou_aux_4: 0.4603 (0.4598)  loss_giou_aux_5: 0.5486 (0.5435)  loss_giou_dn_0: 0.5800 (0.5570)  loss_giou_dn_1: 0.4651 (0.4484)  loss_giou_dn_2: 0.4308 (0.4172)  loss_giou_dn_3: 0.4203 (0.4089)  loss_giou_dn_4: 0.4169 (0.4068)  loss_giou_dn_5: 0.4171 (0.4070)  loss_vfl: 0.6459 (0.6500)  loss_vfl_aux_0: 0.7302 (0.7429)  loss_vfl_aux_1: 0.6824 (0.6982)  loss_vfl_aux_2: 0.6717 (0.6742)  loss_vfl_aux_3: 0.6546 (0.6620)  loss_vfl_aux_4: 0.6489 (0.6539)  loss_vfl_aux_5: 0.7087 (0.7343)  loss_vfl_dn_0: 0.4360 (0.4434)  loss_vfl_dn_1: 0.3800 (0.3777)  loss_vfl_dn_2: 0.3650 (0.3618)  loss_vfl_dn_3: 0.3579 (0.3549)  loss_vfl_dn_4: 0.3537 (0.3524)  loss_vfl_dn_5: 0.3531 (0.3517)  time: 0.4765  data: 0.0163  max mem: 5654
Epoch: [65]  [3500/7393]  eta: 0:31:54  lr: 0.000010  loss: 15.0977 (15.1986)  loss_bbox: 0.1550 (0.1469)  loss_bbox_aux_0: 0.1692 (0.1590)  loss_bbox_aux_1: 0.1588 (0.1517)  loss_bbox_aux_2: 0.1558 (0.1492)  loss_bbox_aux_3: 0.1554 (0.1474)  loss_bbox_aux_4: 0.1543 (0.1469)  loss_bbox_aux_5: 0.1993 (0.1933)  loss_bbox_dn_0: 0.2492 (0.2504)  loss_bbox_dn_1: 0.1745 (0.1815)  loss_bbox_dn_2: 0.1498 (0.1617)  loss_bbox_dn_3: 0.1480 (0.1561)  loss_bbox_dn_4: 0.1477 (0.1547)  loss_bbox_dn_5: 0.1476 (0.1547)  loss_giou: 0.4059 (0.4596)  loss_giou_aux_0: 0.4378 (0.4829)  loss_giou_aux_1: 0.4238 (0.4694)  loss_giou_aux_2: 0.4101 (0.4644)  loss_giou_aux_3: 0.4092 (0.4610)  loss_giou_aux_4: 0.4060 (0.4598)  loss_giou_aux_5: 0.4902 (0.5435)  loss_giou_dn_0: 0.5436 (0.5572)  loss_giou_dn_1: 0.4222 (0.4485)  loss_giou_dn_2: 0.3937 (0.4173)  loss_giou_dn_3: 0.3863 (0.4090)  loss_giou_dn_4: 0.3842 (0.4069)  loss_giou_dn_5: 0.3848 (0.4071)  loss_vfl: 0.6431 (0.6500)  loss_vfl_aux_0: 0.7380 (0.7430)  loss_vfl_aux_1: 0.6893 (0.6985)  loss_vfl_aux_2: 0.6633 (0.6743)  loss_vfl_aux_3: 0.6478 (0.6621)  loss_vfl_aux_4: 0.6411 (0.6539)  loss_vfl_aux_5: 0.7333 (0.7343)  loss_vfl_dn_0: 0.4388 (0.4434)  loss_vfl_dn_1: 0.3763 (0.3778)  loss_vfl_dn_2: 0.3596 (0.3619)  loss_vfl_dn_3: 0.3491 (0.3550)  loss_vfl_dn_4: 0.3457 (0.3525)  loss_vfl_dn_5: 0.3448 (0.3518)  time: 0.4796  data: 0.0160  max mem: 5654
Epoch: [65]  [3600/7393]  eta: 0:31:04  lr: 0.000010  loss: 15.1994 (15.1993)  loss_bbox: 0.1429 (0.1468)  loss_bbox_aux_0: 0.1474 (0.1589)  loss_bbox_aux_1: 0.1454 (0.1516)  loss_bbox_aux_2: 0.1404 (0.1491)  loss_bbox_aux_3: 0.1470 (0.1473)  loss_bbox_aux_4: 0.1429 (0.1468)  loss_bbox_aux_5: 0.1832 (0.1932)  loss_bbox_dn_0: 0.2521 (0.2503)  loss_bbox_dn_1: 0.1819 (0.1814)  loss_bbox_dn_2: 0.1646 (0.1616)  loss_bbox_dn_3: 0.1596 (0.1560)  loss_bbox_dn_4: 0.1567 (0.1546)  loss_bbox_dn_5: 0.1567 (0.1546)  loss_giou: 0.4112 (0.4598)  loss_giou_aux_0: 0.4178 (0.4830)  loss_giou_aux_1: 0.4230 (0.4696)  loss_giou_aux_2: 0.4207 (0.4645)  loss_giou_aux_3: 0.4185 (0.4613)  loss_giou_aux_4: 0.4182 (0.4600)  loss_giou_aux_5: 0.4909 (0.5437)  loss_giou_dn_0: 0.5479 (0.5573)  loss_giou_dn_1: 0.4307 (0.4485)  loss_giou_dn_2: 0.4040 (0.4173)  loss_giou_dn_3: 0.3975 (0.4091)  loss_giou_dn_4: 0.3938 (0.4069)  loss_giou_dn_5: 0.3939 (0.4071)  loss_vfl: 0.6838 (0.6500)  loss_vfl_aux_0: 0.7950 (0.7432)  loss_vfl_aux_1: 0.7423 (0.6986)  loss_vfl_aux_2: 0.7312 (0.6744)  loss_vfl_aux_3: 0.6912 (0.6619)  loss_vfl_aux_4: 0.6693 (0.6539)  loss_vfl_aux_5: 0.7892 (0.7344)  loss_vfl_dn_0: 0.4373 (0.4434)  loss_vfl_dn_1: 0.3860 (0.3778)  loss_vfl_dn_2: 0.3688 (0.3619)  loss_vfl_dn_3: 0.3620 (0.3550)  loss_vfl_dn_4: 0.3586 (0.3525)  loss_vfl_dn_5: 0.3574 (0.3518)  time: 0.4934  data: 0.0161  max mem: 5654
Epoch: [65]  [3700/7393]  eta: 0:30:14  lr: 0.000010  loss: 14.8935 (15.2024)  loss_bbox: 0.1511 (0.1469)  loss_bbox_aux_0: 0.1640 (0.1590)  loss_bbox_aux_1: 0.1519 (0.1517)  loss_bbox_aux_2: 0.1527 (0.1492)  loss_bbox_aux_3: 0.1499 (0.1474)  loss_bbox_aux_4: 0.1485 (0.1469)  loss_bbox_aux_5: 0.1852 (0.1932)  loss_bbox_dn_0: 0.2395 (0.2503)  loss_bbox_dn_1: 0.1765 (0.1814)  loss_bbox_dn_2: 0.1563 (0.1616)  loss_bbox_dn_3: 0.1516 (0.1560)  loss_bbox_dn_4: 0.1520 (0.1546)  loss_bbox_dn_5: 0.1520 (0.1546)  loss_giou: 0.4306 (0.4600)  loss_giou_aux_0: 0.4708 (0.4832)  loss_giou_aux_1: 0.4476 (0.4698)  loss_giou_aux_2: 0.4454 (0.4647)  loss_giou_aux_3: 0.4505 (0.4614)  loss_giou_aux_4: 0.4405 (0.4602)  loss_giou_aux_5: 0.5217 (0.5438)  loss_giou_dn_0: 0.5607 (0.5574)  loss_giou_dn_1: 0.4405 (0.4487)  loss_giou_dn_2: 0.4104 (0.4175)  loss_giou_dn_3: 0.4076 (0.4092)  loss_giou_dn_4: 0.4053 (0.4071)  loss_giou_dn_5: 0.4062 (0.4073)  loss_vfl: 0.6610 (0.6501)  loss_vfl_aux_0: 0.7392 (0.7431)  loss_vfl_aux_1: 0.7099 (0.6986)  loss_vfl_aux_2: 0.6863 (0.6745)  loss_vfl_aux_3: 0.6735 (0.6620)  loss_vfl_aux_4: 0.6529 (0.6539)  loss_vfl_aux_5: 0.7512 (0.7345)  loss_vfl_dn_0: 0.4442 (0.4434)  loss_vfl_dn_1: 0.3739 (0.3779)  loss_vfl_dn_2: 0.3605 (0.3620)  loss_vfl_dn_3: 0.3539 (0.3550)  loss_vfl_dn_4: 0.3507 (0.3526)  loss_vfl_dn_5: 0.3478 (0.3519)  time: 0.4734  data: 0.0168  max mem: 5654
Epoch: [65]  [3800/7393]  eta: 0:29:24  lr: 0.000010  loss: 15.0257 (15.2035)  loss_bbox: 0.1245 (0.1469)  loss_bbox_aux_0: 0.1365 (0.1589)  loss_bbox_aux_1: 0.1308 (0.1516)  loss_bbox_aux_2: 0.1311 (0.1492)  loss_bbox_aux_3: 0.1261 (0.1474)  loss_bbox_aux_4: 0.1248 (0.1468)  loss_bbox_aux_5: 0.1746 (0.1931)  loss_bbox_dn_0: 0.2154 (0.2503)  loss_bbox_dn_1: 0.1647 (0.1815)  loss_bbox_dn_2: 0.1407 (0.1617)  loss_bbox_dn_3: 0.1348 (0.1561)  loss_bbox_dn_4: 0.1353 (0.1547)  loss_bbox_dn_5: 0.1353 (0.1547)  loss_giou: 0.4711 (0.4600)  loss_giou_aux_0: 0.4684 (0.4832)  loss_giou_aux_1: 0.4717 (0.4698)  loss_giou_aux_2: 0.4726 (0.4647)  loss_giou_aux_3: 0.4733 (0.4614)  loss_giou_aux_4: 0.4701 (0.4602)  loss_giou_aux_5: 0.5255 (0.5438)  loss_giou_dn_0: 0.5562 (0.5574)  loss_giou_dn_1: 0.4403 (0.4488)  loss_giou_dn_2: 0.4092 (0.4176)  loss_giou_dn_3: 0.4041 (0.4093)  loss_giou_dn_4: 0.4001 (0.4072)  loss_giou_dn_5: 0.4004 (0.4074)  loss_vfl: 0.6138 (0.6501)  loss_vfl_aux_0: 0.7052 (0.7432)  loss_vfl_aux_1: 0.6706 (0.6987)  loss_vfl_aux_2: 0.6461 (0.6744)  loss_vfl_aux_3: 0.6310 (0.6620)  loss_vfl_aux_4: 0.6179 (0.6540)  loss_vfl_aux_5: 0.7119 (0.7346)  loss_vfl_dn_0: 0.4380 (0.4434)  loss_vfl_dn_1: 0.3772 (0.3779)  loss_vfl_dn_2: 0.3585 (0.3620)  loss_vfl_dn_3: 0.3512 (0.3551)  loss_vfl_dn_4: 0.3483 (0.3527)  loss_vfl_dn_5: 0.3490 (0.3520)  time: 0.4966  data: 0.0167  max mem: 5654
Epoch: [65]  [3900/7393]  eta: 0:28:34  lr: 0.000010  loss: 14.8488 (15.1957)  loss_bbox: 0.1337 (0.1468)  loss_bbox_aux_0: 0.1479 (0.1588)  loss_bbox_aux_1: 0.1321 (0.1515)  loss_bbox_aux_2: 0.1320 (0.1490)  loss_bbox_aux_3: 0.1363 (0.1473)  loss_bbox_aux_4: 0.1337 (0.1467)  loss_bbox_aux_5: 0.1808 (0.1929)  loss_bbox_dn_0: 0.2542 (0.2501)  loss_bbox_dn_1: 0.1790 (0.1813)  loss_bbox_dn_2: 0.1612 (0.1616)  loss_bbox_dn_3: 0.1533 (0.1559)  loss_bbox_dn_4: 0.1534 (0.1545)  loss_bbox_dn_5: 0.1534 (0.1545)  loss_giou: 0.4501 (0.4598)  loss_giou_aux_0: 0.4673 (0.4829)  loss_giou_aux_1: 0.4563 (0.4695)  loss_giou_aux_2: 0.4547 (0.4645)  loss_giou_aux_3: 0.4501 (0.4612)  loss_giou_aux_4: 0.4474 (0.4600)  loss_giou_aux_5: 0.5387 (0.5434)  loss_giou_dn_0: 0.5397 (0.5572)  loss_giou_dn_1: 0.4316 (0.4486)  loss_giou_dn_2: 0.4072 (0.4174)  loss_giou_dn_3: 0.3979 (0.4091)  loss_giou_dn_4: 0.3942 (0.4070)  loss_giou_dn_5: 0.3943 (0.4072)  loss_vfl: 0.6230 (0.6497)  loss_vfl_aux_0: 0.7286 (0.7428)  loss_vfl_aux_1: 0.6774 (0.6983)  loss_vfl_aux_2: 0.6512 (0.6740)  loss_vfl_aux_3: 0.6402 (0.6615)  loss_vfl_aux_4: 0.6298 (0.6536)  loss_vfl_aux_5: 0.7161 (0.7343)  loss_vfl_dn_0: 0.4364 (0.4434)  loss_vfl_dn_1: 0.3751 (0.3778)  loss_vfl_dn_2: 0.3615 (0.3620)  loss_vfl_dn_3: 0.3566 (0.3550)  loss_vfl_dn_4: 0.3524 (0.3526)  loss_vfl_dn_5: 0.3520 (0.3519)  time: 0.4768  data: 0.0155  max mem: 5654
Epoch: [65]  [4000/7393]  eta: 0:27:50  lr: 0.000010  loss: 15.1475 (15.1998)  loss_bbox: 0.1375 (0.1469)  loss_bbox_aux_0: 0.1620 (0.1589)  loss_bbox_aux_1: 0.1474 (0.1516)  loss_bbox_aux_2: 0.1430 (0.1492)  loss_bbox_aux_3: 0.1394 (0.1475)  loss_bbox_aux_4: 0.1375 (0.1470)  loss_bbox_aux_5: 0.1935 (0.1931)  loss_bbox_dn_0: 0.2372 (0.2503)  loss_bbox_dn_1: 0.1795 (0.1815)  loss_bbox_dn_2: 0.1560 (0.1617)  loss_bbox_dn_3: 0.1503 (0.1561)  loss_bbox_dn_4: 0.1475 (0.1547)  loss_bbox_dn_5: 0.1475 (0.1547)  loss_giou: 0.3970 (0.4599)  loss_giou_aux_0: 0.4187 (0.4829)  loss_giou_aux_1: 0.4123 (0.4695)  loss_giou_aux_2: 0.4083 (0.4646)  loss_giou_aux_3: 0.4037 (0.4613)  loss_giou_aux_4: 0.4031 (0.4601)  loss_giou_aux_5: 0.4972 (0.5435)  loss_giou_dn_0: 0.5295 (0.5573)  loss_giou_dn_1: 0.4154 (0.4486)  loss_giou_dn_2: 0.3863 (0.4174)  loss_giou_dn_3: 0.3800 (0.4091)  loss_giou_dn_4: 0.3740 (0.4070)  loss_giou_dn_5: 0.3741 (0.4072)  loss_vfl: 0.6572 (0.6498)  loss_vfl_aux_0: 0.7287 (0.7431)  loss_vfl_aux_1: 0.6957 (0.6984)  loss_vfl_aux_2: 0.6702 (0.6740)  loss_vfl_aux_3: 0.6729 (0.6616)  loss_vfl_aux_4: 0.6675 (0.6537)  loss_vfl_aux_5: 0.7310 (0.7345)  loss_vfl_dn_0: 0.4413 (0.4434)  loss_vfl_dn_1: 0.3742 (0.3779)  loss_vfl_dn_2: 0.3583 (0.3620)  loss_vfl_dn_3: 0.3547 (0.3551)  loss_vfl_dn_4: 0.3503 (0.3526)  loss_vfl_dn_5: 0.3470 (0.3519)  time: 0.4873  data: 0.0150  max mem: 5654
Epoch: [65]  [4100/7393]  eta: 0:27:00  lr: 0.000010  loss: 15.3505 (15.2035)  loss_bbox: 0.1435 (0.1470)  loss_bbox_aux_0: 0.1597 (0.1589)  loss_bbox_aux_1: 0.1527 (0.1517)  loss_bbox_aux_2: 0.1449 (0.1493)  loss_bbox_aux_3: 0.1536 (0.1475)  loss_bbox_aux_4: 0.1414 (0.1470)  loss_bbox_aux_5: 0.1921 (0.1931)  loss_bbox_dn_0: 0.2600 (0.2503)  loss_bbox_dn_1: 0.1914 (0.1816)  loss_bbox_dn_2: 0.1707 (0.1618)  loss_bbox_dn_3: 0.1675 (0.1561)  loss_bbox_dn_4: 0.1676 (0.1547)  loss_bbox_dn_5: 0.1676 (0.1547)  loss_giou: 0.4766 (0.4600)  loss_giou_aux_0: 0.4884 (0.4830)  loss_giou_aux_1: 0.4840 (0.4697)  loss_giou_aux_2: 0.4823 (0.4648)  loss_giou_aux_3: 0.4807 (0.4614)  loss_giou_aux_4: 0.4751 (0.4602)  loss_giou_aux_5: 0.5624 (0.5435)  loss_giou_dn_0: 0.5683 (0.5574)  loss_giou_dn_1: 0.4510 (0.4487)  loss_giou_dn_2: 0.4151 (0.4176)  loss_giou_dn_3: 0.4054 (0.4093)  loss_giou_dn_4: 0.4036 (0.4071)  loss_giou_dn_5: 0.4036 (0.4073)  loss_vfl: 0.6830 (0.6501)  loss_vfl_aux_0: 0.7601 (0.7431)  loss_vfl_aux_1: 0.7106 (0.6984)  loss_vfl_aux_2: 0.6858 (0.6742)  loss_vfl_aux_3: 0.6874 (0.6618)  loss_vfl_aux_4: 0.6892 (0.6539)  loss_vfl_aux_5: 0.7526 (0.7347)  loss_vfl_dn_0: 0.4512 (0.4434)  loss_vfl_dn_1: 0.3766 (0.3779)  loss_vfl_dn_2: 0.3608 (0.3621)  loss_vfl_dn_3: 0.3532 (0.3552)  loss_vfl_dn_4: 0.3517 (0.3527)  loss_vfl_dn_5: 0.3544 (0.3520)  time: 0.4721  data: 0.0159  max mem: 5654
Epoch: [65]  [4200/7393]  eta: 0:26:09  lr: 0.000010  loss: 15.0240 (15.2032)  loss_bbox: 0.1284 (0.1470)  loss_bbox_aux_0: 0.1466 (0.1589)  loss_bbox_aux_1: 0.1400 (0.1517)  loss_bbox_aux_2: 0.1306 (0.1493)  loss_bbox_aux_3: 0.1271 (0.1475)  loss_bbox_aux_4: 0.1290 (0.1470)  loss_bbox_aux_5: 0.1800 (0.1930)  loss_bbox_dn_0: 0.2422 (0.2503)  loss_bbox_dn_1: 0.1817 (0.1815)  loss_bbox_dn_2: 0.1635 (0.1618)  loss_bbox_dn_3: 0.1561 (0.1561)  loss_bbox_dn_4: 0.1580 (0.1547)  loss_bbox_dn_5: 0.1580 (0.1547)  loss_giou: 0.3998 (0.4599)  loss_giou_aux_0: 0.4166 (0.4829)  loss_giou_aux_1: 0.4073 (0.4696)  loss_giou_aux_2: 0.4037 (0.4647)  loss_giou_aux_3: 0.4038 (0.4614)  loss_giou_aux_4: 0.4020 (0.4601)  loss_giou_aux_5: 0.4786 (0.5434)  loss_giou_dn_0: 0.5366 (0.5573)  loss_giou_dn_1: 0.4253 (0.4487)  loss_giou_dn_2: 0.4002 (0.4175)  loss_giou_dn_3: 0.3961 (0.4092)  loss_giou_dn_4: 0.3933 (0.4071)  loss_giou_dn_5: 0.3935 (0.4073)  loss_vfl: 0.6664 (0.6503)  loss_vfl_aux_0: 0.7655 (0.7431)  loss_vfl_aux_1: 0.7145 (0.6987)  loss_vfl_aux_2: 0.7018 (0.6744)  loss_vfl_aux_3: 0.6833 (0.6620)  loss_vfl_aux_4: 0.6738 (0.6541)  loss_vfl_aux_5: 0.7592 (0.7347)  loss_vfl_dn_0: 0.4462 (0.4434)  loss_vfl_dn_1: 0.3764 (0.3779)  loss_vfl_dn_2: 0.3620 (0.3620)  loss_vfl_dn_3: 0.3519 (0.3551)  loss_vfl_dn_4: 0.3483 (0.3527)  loss_vfl_dn_5: 0.3478 (0.3520)  time: 0.4878  data: 0.0161  max mem: 5654
Epoch: [65]  [4300/7393]  eta: 0:25:20  lr: 0.000010  loss: 15.0882 (15.2002)  loss_bbox: 0.1374 (0.1469)  loss_bbox_aux_0: 0.1448 (0.1588)  loss_bbox_aux_1: 0.1369 (0.1516)  loss_bbox_aux_2: 0.1377 (0.1492)  loss_bbox_aux_3: 0.1374 (0.1474)  loss_bbox_aux_4: 0.1373 (0.1469)  loss_bbox_aux_5: 0.1826 (0.1929)  loss_bbox_dn_0: 0.2479 (0.2502)  loss_bbox_dn_1: 0.1616 (0.1815)  loss_bbox_dn_2: 0.1412 (0.1617)  loss_bbox_dn_3: 0.1346 (0.1560)  loss_bbox_dn_4: 0.1365 (0.1547)  loss_bbox_dn_5: 0.1365 (0.1547)  loss_giou: 0.4328 (0.4599)  loss_giou_aux_0: 0.4452 (0.4829)  loss_giou_aux_1: 0.4226 (0.4696)  loss_giou_aux_2: 0.4273 (0.4646)  loss_giou_aux_3: 0.4301 (0.4613)  loss_giou_aux_4: 0.4326 (0.4600)  loss_giou_aux_5: 0.4864 (0.5433)  loss_giou_dn_0: 0.5398 (0.5573)  loss_giou_dn_1: 0.4313 (0.4486)  loss_giou_dn_2: 0.3995 (0.4175)  loss_giou_dn_3: 0.3909 (0.4091)  loss_giou_dn_4: 0.3872 (0.4070)  loss_giou_dn_5: 0.3873 (0.4072)  loss_vfl: 0.6375 (0.6502)  loss_vfl_aux_0: 0.7598 (0.7430)  loss_vfl_aux_1: 0.6918 (0.6985)  loss_vfl_aux_2: 0.6765 (0.6744)  loss_vfl_aux_3: 0.6566 (0.6619)  loss_vfl_aux_4: 0.6508 (0.6540)  loss_vfl_aux_5: 0.7113 (0.7346)  loss_vfl_dn_0: 0.4340 (0.4433)  loss_vfl_dn_1: 0.3689 (0.3779)  loss_vfl_dn_2: 0.3572 (0.3620)  loss_vfl_dn_3: 0.3521 (0.3551)  loss_vfl_dn_4: 0.3492 (0.3527)  loss_vfl_dn_5: 0.3484 (0.3520)  time: 0.5003  data: 0.0159  max mem: 5654
Epoch: [65]  [4400/7393]  eta: 0:24:30  lr: 0.000010  loss: 15.4375 (15.2037)  loss_bbox: 0.1444 (0.1470)  loss_bbox_aux_0: 0.1499 (0.1589)  loss_bbox_aux_1: 0.1388 (0.1517)  loss_bbox_aux_2: 0.1453 (0.1492)  loss_bbox_aux_3: 0.1454 (0.1475)  loss_bbox_aux_4: 0.1445 (0.1470)  loss_bbox_aux_5: 0.1821 (0.1930)  loss_bbox_dn_0: 0.2481 (0.2504)  loss_bbox_dn_1: 0.1689 (0.1817)  loss_bbox_dn_2: 0.1510 (0.1619)  loss_bbox_dn_3: 0.1462 (0.1562)  loss_bbox_dn_4: 0.1446 (0.1548)  loss_bbox_dn_5: 0.1446 (0.1549)  loss_giou: 0.4254 (0.4599)  loss_giou_aux_0: 0.4402 (0.4829)  loss_giou_aux_1: 0.4267 (0.4696)  loss_giou_aux_2: 0.4235 (0.4646)  loss_giou_aux_3: 0.4242 (0.4613)  loss_giou_aux_4: 0.4258 (0.4601)  loss_giou_aux_5: 0.5248 (0.5434)  loss_giou_dn_0: 0.5479 (0.5573)  loss_giou_dn_1: 0.4404 (0.4487)  loss_giou_dn_2: 0.4067 (0.4175)  loss_giou_dn_3: 0.3994 (0.4092)  loss_giou_dn_4: 0.3978 (0.4071)  loss_giou_dn_5: 0.3980 (0.4073)  loss_vfl: 0.6485 (0.6503)  loss_vfl_aux_0: 0.7423 (0.7431)  loss_vfl_aux_1: 0.6995 (0.6987)  loss_vfl_aux_2: 0.6763 (0.6747)  loss_vfl_aux_3: 0.6694 (0.6621)  loss_vfl_aux_4: 0.6601 (0.6542)  loss_vfl_aux_5: 0.7129 (0.7347)  loss_vfl_dn_0: 0.4471 (0.4434)  loss_vfl_dn_1: 0.3852 (0.3779)  loss_vfl_dn_2: 0.3677 (0.3621)  loss_vfl_dn_3: 0.3585 (0.3551)  loss_vfl_dn_4: 0.3543 (0.3527)  loss_vfl_dn_5: 0.3536 (0.3520)  time: 0.4862  data: 0.0165  max mem: 5654
Epoch: [65]  [4500/7393]  eta: 0:23:41  lr: 0.000010  loss: 15.2906 (15.2037)  loss_bbox: 0.1498 (0.1469)  loss_bbox_aux_0: 0.1525 (0.1588)  loss_bbox_aux_1: 0.1485 (0.1516)  loss_bbox_aux_2: 0.1472 (0.1492)  loss_bbox_aux_3: 0.1534 (0.1474)  loss_bbox_aux_4: 0.1500 (0.1469)  loss_bbox_aux_5: 0.1826 (0.1930)  loss_bbox_dn_0: 0.2271 (0.2504)  loss_bbox_dn_1: 0.1589 (0.1816)  loss_bbox_dn_2: 0.1434 (0.1618)  loss_bbox_dn_3: 0.1382 (0.1561)  loss_bbox_dn_4: 0.1382 (0.1547)  loss_bbox_dn_5: 0.1382 (0.1548)  loss_giou: 0.4776 (0.4599)  loss_giou_aux_0: 0.4990 (0.4829)  loss_giou_aux_1: 0.4894 (0.4696)  loss_giou_aux_2: 0.4795 (0.4646)  loss_giou_aux_3: 0.4778 (0.4612)  loss_giou_aux_4: 0.4747 (0.4600)  loss_giou_aux_5: 0.5543 (0.5434)  loss_giou_dn_0: 0.5744 (0.5573)  loss_giou_dn_1: 0.4590 (0.4486)  loss_giou_dn_2: 0.4275 (0.4174)  loss_giou_dn_3: 0.4184 (0.4091)  loss_giou_dn_4: 0.4156 (0.4069)  loss_giou_dn_5: 0.4157 (0.4071)  loss_vfl: 0.6398 (0.6505)  loss_vfl_aux_0: 0.7106 (0.7433)  loss_vfl_aux_1: 0.6926 (0.6990)  loss_vfl_aux_2: 0.6560 (0.6750)  loss_vfl_aux_3: 0.6407 (0.6623)  loss_vfl_aux_4: 0.6368 (0.6544)  loss_vfl_aux_5: 0.7186 (0.7347)  loss_vfl_dn_0: 0.4546 (0.4434)  loss_vfl_dn_1: 0.3782 (0.3780)  loss_vfl_dn_2: 0.3681 (0.3621)  loss_vfl_dn_3: 0.3564 (0.3552)  loss_vfl_dn_4: 0.3523 (0.3527)  loss_vfl_dn_5: 0.3510 (0.3520)  time: 0.4851  data: 0.0163  max mem: 5654
Epoch: [65]  [4600/7393]  eta: 0:22:51  lr: 0.000010  loss: 14.7542 (15.1981)  loss_bbox: 0.1380 (0.1469)  loss_bbox_aux_0: 0.1563 (0.1588)  loss_bbox_aux_1: 0.1419 (0.1516)  loss_bbox_aux_2: 0.1493 (0.1491)  loss_bbox_aux_3: 0.1387 (0.1474)  loss_bbox_aux_4: 0.1380 (0.1469)  loss_bbox_aux_5: 0.1861 (0.1930)  loss_bbox_dn_0: 0.2377 (0.2503)  loss_bbox_dn_1: 0.1742 (0.1815)  loss_bbox_dn_2: 0.1529 (0.1617)  loss_bbox_dn_3: 0.1495 (0.1560)  loss_bbox_dn_4: 0.1491 (0.1547)  loss_bbox_dn_5: 0.1491 (0.1547)  loss_giou: 0.4362 (0.4597)  loss_giou_aux_0: 0.4658 (0.4827)  loss_giou_aux_1: 0.4446 (0.4694)  loss_giou_aux_2: 0.4496 (0.4644)  loss_giou_aux_3: 0.4428 (0.4610)  loss_giou_aux_4: 0.4357 (0.4598)  loss_giou_aux_5: 0.5336 (0.5432)  loss_giou_dn_0: 0.5342 (0.5571)  loss_giou_dn_1: 0.4252 (0.4484)  loss_giou_dn_2: 0.4031 (0.4172)  loss_giou_dn_3: 0.3940 (0.4089)  loss_giou_dn_4: 0.3924 (0.4068)  loss_giou_dn_5: 0.3928 (0.4070)  loss_vfl: 0.6308 (0.6501)  loss_vfl_aux_0: 0.7341 (0.7430)  loss_vfl_aux_1: 0.6879 (0.6986)  loss_vfl_aux_2: 0.6798 (0.6745)  loss_vfl_aux_3: 0.6558 (0.6619)  loss_vfl_aux_4: 0.6519 (0.6540)  loss_vfl_aux_5: 0.7118 (0.7344)  loss_vfl_dn_0: 0.4343 (0.4434)  loss_vfl_dn_1: 0.3672 (0.3779)  loss_vfl_dn_2: 0.3499 (0.3620)  loss_vfl_dn_3: 0.3468 (0.3551)  loss_vfl_dn_4: 0.3448 (0.3526)  loss_vfl_dn_5: 0.3424 (0.3519)  time: 0.4847  data: 0.0163  max mem: 5654
Epoch: [65]  [4700/7393]  eta: 0:22:02  lr: 0.000010  loss: 15.7641 (15.2017)  loss_bbox: 0.1406 (0.1469)  loss_bbox_aux_0: 0.1480 (0.1588)  loss_bbox_aux_1: 0.1453 (0.1516)  loss_bbox_aux_2: 0.1433 (0.1492)  loss_bbox_aux_3: 0.1381 (0.1474)  loss_bbox_aux_4: 0.1375 (0.1469)  loss_bbox_aux_5: 0.1778 (0.1930)  loss_bbox_dn_0: 0.2351 (0.2503)  loss_bbox_dn_1: 0.1739 (0.1815)  loss_bbox_dn_2: 0.1478 (0.1617)  loss_bbox_dn_3: 0.1359 (0.1560)  loss_bbox_dn_4: 0.1355 (0.1546)  loss_bbox_dn_5: 0.1356 (0.1546)  loss_giou: 0.4749 (0.4599)  loss_giou_aux_0: 0.4889 (0.4830)  loss_giou_aux_1: 0.4752 (0.4697)  loss_giou_aux_2: 0.4754 (0.4647)  loss_giou_aux_3: 0.4700 (0.4613)  loss_giou_aux_4: 0.4792 (0.4601)  loss_giou_aux_5: 0.5428 (0.5434)  loss_giou_dn_0: 0.5771 (0.5574)  loss_giou_dn_1: 0.4724 (0.4487)  loss_giou_dn_2: 0.4447 (0.4174)  loss_giou_dn_3: 0.4361 (0.4091)  loss_giou_dn_4: 0.4341 (0.4070)  loss_giou_dn_5: 0.4348 (0.4072)  loss_vfl: 0.6678 (0.6503)  loss_vfl_aux_0: 0.7329 (0.7431)  loss_vfl_aux_1: 0.7015 (0.6987)  loss_vfl_aux_2: 0.6739 (0.6745)  loss_vfl_aux_3: 0.6713 (0.6620)  loss_vfl_aux_4: 0.6645 (0.6541)  loss_vfl_aux_5: 0.6940 (0.7343)  loss_vfl_dn_0: 0.4524 (0.4434)  loss_vfl_dn_1: 0.3855 (0.3780)  loss_vfl_dn_2: 0.3738 (0.3621)  loss_vfl_dn_3: 0.3646 (0.3552)  loss_vfl_dn_4: 0.3639 (0.3527)  loss_vfl_dn_5: 0.3631 (0.3520)  time: 0.5016  data: 0.0161  max mem: 5654
Epoch: [65]  [4800/7393]  eta: 0:21:15  lr: 0.000010  loss: 14.6955 (15.2005)  loss_bbox: 0.1332 (0.1468)  loss_bbox_aux_0: 0.1472 (0.1587)  loss_bbox_aux_1: 0.1380 (0.1515)  loss_bbox_aux_2: 0.1318 (0.1491)  loss_bbox_aux_3: 0.1287 (0.1474)  loss_bbox_aux_4: 0.1288 (0.1468)  loss_bbox_aux_5: 0.1950 (0.1929)  loss_bbox_dn_0: 0.2446 (0.2502)  loss_bbox_dn_1: 0.1905 (0.1815)  loss_bbox_dn_2: 0.1679 (0.1617)  loss_bbox_dn_3: 0.1646 (0.1560)  loss_bbox_dn_4: 0.1630 (0.1547)  loss_bbox_dn_5: 0.1629 (0.1547)  loss_giou: 0.4173 (0.4597)  loss_giou_aux_0: 0.4263 (0.4828)  loss_giou_aux_1: 0.4203 (0.4695)  loss_giou_aux_2: 0.4123 (0.4645)  loss_giou_aux_3: 0.4185 (0.4611)  loss_giou_aux_4: 0.4175 (0.4599)  loss_giou_aux_5: 0.5051 (0.5433)  loss_giou_dn_0: 0.5204 (0.5572)  loss_giou_dn_1: 0.4094 (0.4485)  loss_giou_dn_2: 0.3800 (0.4173)  loss_giou_dn_3: 0.3727 (0.4090)  loss_giou_dn_4: 0.3697 (0.4069)  loss_giou_dn_5: 0.3700 (0.4071)  loss_vfl: 0.6611 (0.6505)  loss_vfl_aux_0: 0.7537 (0.7432)  loss_vfl_aux_1: 0.6974 (0.6989)  loss_vfl_aux_2: 0.6886 (0.6748)  loss_vfl_aux_3: 0.6602 (0.6623)  loss_vfl_aux_4: 0.6615 (0.6544)  loss_vfl_aux_5: 0.7433 (0.7344)  loss_vfl_dn_0: 0.4339 (0.4434)  loss_vfl_dn_1: 0.3706 (0.3779)  loss_vfl_dn_2: 0.3558 (0.3621)  loss_vfl_dn_3: 0.3487 (0.3551)  loss_vfl_dn_4: 0.3454 (0.3527)  loss_vfl_dn_5: 0.3471 (0.3520)  time: 0.4789  data: 0.0165  max mem: 5654
Epoch: [65]  [4900/7393]  eta: 0:20:25  lr: 0.000010  loss: 15.2739 (15.1974)  loss_bbox: 0.1480 (0.1468)  loss_bbox_aux_0: 0.1582 (0.1587)  loss_bbox_aux_1: 0.1559 (0.1515)  loss_bbox_aux_2: 0.1562 (0.1491)  loss_bbox_aux_3: 0.1532 (0.1473)  loss_bbox_aux_4: 0.1483 (0.1467)  loss_bbox_aux_5: 0.2016 (0.1928)  loss_bbox_dn_0: 0.2680 (0.2501)  loss_bbox_dn_1: 0.1899 (0.1813)  loss_bbox_dn_2: 0.1670 (0.1615)  loss_bbox_dn_3: 0.1607 (0.1559)  loss_bbox_dn_4: 0.1579 (0.1545)  loss_bbox_dn_5: 0.1579 (0.1545)  loss_giou: 0.4616 (0.4595)  loss_giou_aux_0: 0.4749 (0.4826)  loss_giou_aux_1: 0.4605 (0.4693)  loss_giou_aux_2: 0.4556 (0.4643)  loss_giou_aux_3: 0.4624 (0.4609)  loss_giou_aux_4: 0.4589 (0.4597)  loss_giou_aux_5: 0.5197 (0.5430)  loss_giou_dn_0: 0.5574 (0.5571)  loss_giou_dn_1: 0.4339 (0.4484)  loss_giou_dn_2: 0.4030 (0.4172)  loss_giou_dn_3: 0.3943 (0.4088)  loss_giou_dn_4: 0.3933 (0.4067)  loss_giou_dn_5: 0.3940 (0.4069)  loss_vfl: 0.6668 (0.6507)  loss_vfl_aux_0: 0.7652 (0.7431)  loss_vfl_aux_1: 0.7121 (0.6991)  loss_vfl_aux_2: 0.6835 (0.6750)  loss_vfl_aux_3: 0.6677 (0.6625)  loss_vfl_aux_4: 0.6584 (0.6546)  loss_vfl_aux_5: 0.7438 (0.7344)  loss_vfl_dn_0: 0.4465 (0.4434)  loss_vfl_dn_1: 0.3791 (0.3779)  loss_vfl_dn_2: 0.3643 (0.3620)  loss_vfl_dn_3: 0.3573 (0.3551)  loss_vfl_dn_4: 0.3552 (0.3526)  loss_vfl_dn_5: 0.3541 (0.3520)  time: 0.4960  data: 0.0171  max mem: 5654
Epoch: [65]  [5000/7393]  eta: 0:19:36  lr: 0.000010  loss: 15.6370 (15.2011)  loss_bbox: 0.1368 (0.1468)  loss_bbox_aux_0: 0.1533 (0.1587)  loss_bbox_aux_1: 0.1437 (0.1515)  loss_bbox_aux_2: 0.1395 (0.1491)  loss_bbox_aux_3: 0.1383 (0.1473)  loss_bbox_aux_4: 0.1386 (0.1468)  loss_bbox_aux_5: 0.1828 (0.1929)  loss_bbox_dn_0: 0.2434 (0.2502)  loss_bbox_dn_1: 0.1784 (0.1815)  loss_bbox_dn_2: 0.1534 (0.1617)  loss_bbox_dn_3: 0.1518 (0.1560)  loss_bbox_dn_4: 0.1502 (0.1546)  loss_bbox_dn_5: 0.1502 (0.1546)  loss_giou: 0.4506 (0.4596)  loss_giou_aux_0: 0.4625 (0.4826)  loss_giou_aux_1: 0.4596 (0.4693)  loss_giou_aux_2: 0.4454 (0.4643)  loss_giou_aux_3: 0.4455 (0.4610)  loss_giou_aux_4: 0.4517 (0.4597)  loss_giou_aux_5: 0.5043 (0.5430)  loss_giou_dn_0: 0.5563 (0.5572)  loss_giou_dn_1: 0.4451 (0.4484)  loss_giou_dn_2: 0.4227 (0.4172)  loss_giou_dn_3: 0.4138 (0.4089)  loss_giou_dn_4: 0.4076 (0.4068)  loss_giou_dn_5: 0.4079 (0.4070)  loss_vfl: 0.6758 (0.6510)  loss_vfl_aux_0: 0.7739 (0.7434)  loss_vfl_aux_1: 0.7500 (0.6994)  loss_vfl_aux_2: 0.7330 (0.6753)  loss_vfl_aux_3: 0.6944 (0.6628)  loss_vfl_aux_4: 0.6727 (0.6549)  loss_vfl_aux_5: 0.7562 (0.7347)  loss_vfl_dn_0: 0.4416 (0.4434)  loss_vfl_dn_1: 0.3786 (0.3779)  loss_vfl_dn_2: 0.3716 (0.3620)  loss_vfl_dn_3: 0.3620 (0.3551)  loss_vfl_dn_4: 0.3606 (0.3526)  loss_vfl_dn_5: 0.3605 (0.3520)  time: 0.4757  data: 0.0172  max mem: 5654
Epoch: [65]  [5100/7393]  eta: 0:18:47  lr: 0.000010  loss: 15.6942 (15.2007)  loss_bbox: 0.1524 (0.1467)  loss_bbox_aux_0: 0.1543 (0.1586)  loss_bbox_aux_1: 0.1456 (0.1514)  loss_bbox_aux_2: 0.1522 (0.1490)  loss_bbox_aux_3: 0.1542 (0.1472)  loss_bbox_aux_4: 0.1485 (0.1467)  loss_bbox_aux_5: 0.1950 (0.1928)  loss_bbox_dn_0: 0.2359 (0.2502)  loss_bbox_dn_1: 0.1743 (0.1814)  loss_bbox_dn_2: 0.1559 (0.1616)  loss_bbox_dn_3: 0.1472 (0.1560)  loss_bbox_dn_4: 0.1442 (0.1546)  loss_bbox_dn_5: 0.1442 (0.1546)  loss_giou: 0.4816 (0.4596)  loss_giou_aux_0: 0.5079 (0.4827)  loss_giou_aux_1: 0.4896 (0.4693)  loss_giou_aux_2: 0.4741 (0.4643)  loss_giou_aux_3: 0.4811 (0.4610)  loss_giou_aux_4: 0.4809 (0.4598)  loss_giou_aux_5: 0.5762 (0.5431)  loss_giou_dn_0: 0.5885 (0.5572)  loss_giou_dn_1: 0.4650 (0.4484)  loss_giou_dn_2: 0.4419 (0.4172)  loss_giou_dn_3: 0.4390 (0.4089)  loss_giou_dn_4: 0.4359 (0.4068)  loss_giou_dn_5: 0.4360 (0.4070)  loss_vfl: 0.6277 (0.6509)  loss_vfl_aux_0: 0.7381 (0.7434)  loss_vfl_aux_1: 0.6901 (0.6995)  loss_vfl_aux_2: 0.6730 (0.6753)  loss_vfl_aux_3: 0.6505 (0.6628)  loss_vfl_aux_4: 0.6403 (0.6549)  loss_vfl_aux_5: 0.7165 (0.7347)  loss_vfl_dn_0: 0.4377 (0.4434)  loss_vfl_dn_1: 0.3828 (0.3779)  loss_vfl_dn_2: 0.3674 (0.3621)  loss_vfl_dn_3: 0.3593 (0.3551)  loss_vfl_dn_4: 0.3590 (0.3527)  loss_vfl_dn_5: 0.3592 (0.3520)  time: 0.4817  data: 0.0174  max mem: 5654
Epoch: [65]  [5200/7393]  eta: 0:17:57  lr: 0.000010  loss: 14.9386 (15.2001)  loss_bbox: 0.1584 (0.1468)  loss_bbox_aux_0: 0.1693 (0.1588)  loss_bbox_aux_1: 0.1593 (0.1515)  loss_bbox_aux_2: 0.1609 (0.1491)  loss_bbox_aux_3: 0.1554 (0.1474)  loss_bbox_aux_4: 0.1561 (0.1468)  loss_bbox_aux_5: 0.1956 (0.1929)  loss_bbox_dn_0: 0.2518 (0.2504)  loss_bbox_dn_1: 0.1838 (0.1816)  loss_bbox_dn_2: 0.1644 (0.1618)  loss_bbox_dn_3: 0.1589 (0.1561)  loss_bbox_dn_4: 0.1580 (0.1547)  loss_bbox_dn_5: 0.1580 (0.1547)  loss_giou: 0.4082 (0.4595)  loss_giou_aux_0: 0.4295 (0.4826)  loss_giou_aux_1: 0.4191 (0.4692)  loss_giou_aux_2: 0.4250 (0.4642)  loss_giou_aux_3: 0.4185 (0.4608)  loss_giou_aux_4: 0.4133 (0.4596)  loss_giou_aux_5: 0.4974 (0.5430)  loss_giou_dn_0: 0.5553 (0.5571)  loss_giou_dn_1: 0.4424 (0.4483)  loss_giou_dn_2: 0.4049 (0.4171)  loss_giou_dn_3: 0.3957 (0.4088)  loss_giou_dn_4: 0.3949 (0.4067)  loss_giou_dn_5: 0.3951 (0.4069)  loss_vfl: 0.6628 (0.6509)  loss_vfl_aux_0: 0.7499 (0.7432)  loss_vfl_aux_1: 0.7209 (0.6994)  loss_vfl_aux_2: 0.6844 (0.6753)  loss_vfl_aux_3: 0.6839 (0.6627)  loss_vfl_aux_4: 0.6563 (0.6548)  loss_vfl_aux_5: 0.7549 (0.7345)  loss_vfl_dn_0: 0.4463 (0.4434)  loss_vfl_dn_1: 0.3799 (0.3779)  loss_vfl_dn_2: 0.3662 (0.3620)  loss_vfl_dn_3: 0.3601 (0.3551)  loss_vfl_dn_4: 0.3586 (0.3526)  loss_vfl_dn_5: 0.3571 (0.3519)  time: 0.4687  data: 0.0176  max mem: 5654
Epoch: [65]  [5300/7393]  eta: 0:17:07  lr: 0.000010  loss: 15.0991 (15.2022)  loss_bbox: 0.1406 (0.1468)  loss_bbox_aux_0: 0.1471 (0.1587)  loss_bbox_aux_1: 0.1402 (0.1515)  loss_bbox_aux_2: 0.1383 (0.1491)  loss_bbox_aux_3: 0.1364 (0.1474)  loss_bbox_aux_4: 0.1409 (0.1468)  loss_bbox_aux_5: 0.1742 (0.1929)  loss_bbox_dn_0: 0.2245 (0.2504)  loss_bbox_dn_1: 0.1519 (0.1815)  loss_bbox_dn_2: 0.1376 (0.1617)  loss_bbox_dn_3: 0.1335 (0.1561)  loss_bbox_dn_4: 0.1307 (0.1547)  loss_bbox_dn_5: 0.1307 (0.1547)  loss_giou: 0.4455 (0.4596)  loss_giou_aux_0: 0.4669 (0.4827)  loss_giou_aux_1: 0.4576 (0.4693)  loss_giou_aux_2: 0.4533 (0.4643)  loss_giou_aux_3: 0.4545 (0.4610)  loss_giou_aux_4: 0.4455 (0.4597)  loss_giou_aux_5: 0.5413 (0.5430)  loss_giou_dn_0: 0.5705 (0.5572)  loss_giou_dn_1: 0.4536 (0.4485)  loss_giou_dn_2: 0.4232 (0.4173)  loss_giou_dn_3: 0.4144 (0.4089)  loss_giou_dn_4: 0.4143 (0.4068)  loss_giou_dn_5: 0.4145 (0.4070)  loss_vfl: 0.6234 (0.6510)  loss_vfl_aux_0: 0.7147 (0.7433)  loss_vfl_aux_1: 0.6728 (0.6995)  loss_vfl_aux_2: 0.6688 (0.6754)  loss_vfl_aux_3: 0.6358 (0.6627)  loss_vfl_aux_4: 0.6357 (0.6549)  loss_vfl_aux_5: 0.7262 (0.7347)  loss_vfl_dn_0: 0.4445 (0.4434)  loss_vfl_dn_1: 0.3737 (0.3779)  loss_vfl_dn_2: 0.3575 (0.3620)  loss_vfl_dn_3: 0.3511 (0.3551)  loss_vfl_dn_4: 0.3492 (0.3526)  loss_vfl_dn_5: 0.3479 (0.3520)  time: 0.4721  data: 0.0176  max mem: 5654
Epoch: [65]  [5400/7393]  eta: 0:16:18  lr: 0.000010  loss: 15.2008 (15.2030)  loss_bbox: 0.1396 (0.1467)  loss_bbox_aux_0: 0.1536 (0.1586)  loss_bbox_aux_1: 0.1448 (0.1514)  loss_bbox_aux_2: 0.1378 (0.1490)  loss_bbox_aux_3: 0.1431 (0.1473)  loss_bbox_aux_4: 0.1376 (0.1467)  loss_bbox_aux_5: 0.1993 (0.1928)  loss_bbox_dn_0: 0.2410 (0.2502)  loss_bbox_dn_1: 0.1688 (0.1815)  loss_bbox_dn_2: 0.1513 (0.1616)  loss_bbox_dn_3: 0.1475 (0.1560)  loss_bbox_dn_4: 0.1446 (0.1546)  loss_bbox_dn_5: 0.1446 (0.1546)  loss_giou: 0.4304 (0.4598)  loss_giou_aux_0: 0.4571 (0.4829)  loss_giou_aux_1: 0.4452 (0.4695)  loss_giou_aux_2: 0.4319 (0.4645)  loss_giou_aux_3: 0.4273 (0.4612)  loss_giou_aux_4: 0.4259 (0.4600)  loss_giou_aux_5: 0.5222 (0.5433)  loss_giou_dn_0: 0.5338 (0.5573)  loss_giou_dn_1: 0.4216 (0.4486)  loss_giou_dn_2: 0.3944 (0.4174)  loss_giou_dn_3: 0.3836 (0.4091)  loss_giou_dn_4: 0.3816 (0.4070)  loss_giou_dn_5: 0.3816 (0.4072)  loss_vfl: 0.6937 (0.6509)  loss_vfl_aux_0: 0.7467 (0.7433)  loss_vfl_aux_1: 0.7156 (0.6994)  loss_vfl_aux_2: 0.6926 (0.6753)  loss_vfl_aux_3: 0.6714 (0.6626)  loss_vfl_aux_4: 0.6842 (0.6548)  loss_vfl_aux_5: 0.7359 (0.7347)  loss_vfl_dn_0: 0.4411 (0.4434)  loss_vfl_dn_1: 0.3716 (0.3779)  loss_vfl_dn_2: 0.3481 (0.3620)  loss_vfl_dn_3: 0.3391 (0.3551)  loss_vfl_dn_4: 0.3362 (0.3526)  loss_vfl_dn_5: 0.3354 (0.3519)  time: 0.4677  data: 0.0176  max mem: 5654
Epoch: [65]  [5500/7393]  eta: 0:15:29  lr: 0.000010  loss: 15.4769 (15.2039)  loss_bbox: 0.1444 (0.1467)  loss_bbox_aux_0: 0.1501 (0.1586)  loss_bbox_aux_1: 0.1564 (0.1514)  loss_bbox_aux_2: 0.1552 (0.1490)  loss_bbox_aux_3: 0.1500 (0.1473)  loss_bbox_aux_4: 0.1440 (0.1467)  loss_bbox_aux_5: 0.1849 (0.1927)  loss_bbox_dn_0: 0.2181 (0.2502)  loss_bbox_dn_1: 0.1559 (0.1814)  loss_bbox_dn_2: 0.1449 (0.1616)  loss_bbox_dn_3: 0.1432 (0.1560)  loss_bbox_dn_4: 0.1405 (0.1546)  loss_bbox_dn_5: 0.1405 (0.1546)  loss_giou: 0.4581 (0.4599)  loss_giou_aux_0: 0.4873 (0.4830)  loss_giou_aux_1: 0.4710 (0.4696)  loss_giou_aux_2: 0.4667 (0.4645)  loss_giou_aux_3: 0.4673 (0.4613)  loss_giou_aux_4: 0.4582 (0.4600)  loss_giou_aux_5: 0.5488 (0.5434)  loss_giou_dn_0: 0.5517 (0.5574)  loss_giou_dn_1: 0.4572 (0.4487)  loss_giou_dn_2: 0.4237 (0.4175)  loss_giou_dn_3: 0.4214 (0.4092)  loss_giou_dn_4: 0.4163 (0.4071)  loss_giou_dn_5: 0.4162 (0.4072)  loss_vfl: 0.6469 (0.6509)  loss_vfl_aux_0: 0.7318 (0.7433)  loss_vfl_aux_1: 0.6984 (0.6996)  loss_vfl_aux_2: 0.6821 (0.6754)  loss_vfl_aux_3: 0.6640 (0.6626)  loss_vfl_aux_4: 0.6454 (0.6548)  loss_vfl_aux_5: 0.7476 (0.7347)  loss_vfl_dn_0: 0.4425 (0.4435)  loss_vfl_dn_1: 0.3809 (0.3779)  loss_vfl_dn_2: 0.3664 (0.3621)  loss_vfl_dn_3: 0.3597 (0.3551)  loss_vfl_dn_4: 0.3601 (0.3526)  loss_vfl_dn_5: 0.3592 (0.3520)  time: 0.4849  data: 0.0176  max mem: 5654
Epoch: [65]  [5600/7393]  eta: 0:14:40  lr: 0.000010  loss: 14.9485 (15.2009)  loss_bbox: 0.1399 (0.1467)  loss_bbox_aux_0: 0.1491 (0.1586)  loss_bbox_aux_1: 0.1468 (0.1513)  loss_bbox_aux_2: 0.1353 (0.1489)  loss_bbox_aux_3: 0.1419 (0.1472)  loss_bbox_aux_4: 0.1439 (0.1466)  loss_bbox_aux_5: 0.1835 (0.1927)  loss_bbox_dn_0: 0.2251 (0.2501)  loss_bbox_dn_1: 0.1598 (0.1813)  loss_bbox_dn_2: 0.1439 (0.1615)  loss_bbox_dn_3: 0.1371 (0.1559)  loss_bbox_dn_4: 0.1361 (0.1545)  loss_bbox_dn_5: 0.1361 (0.1545)  loss_giou: 0.4162 (0.4598)  loss_giou_aux_0: 0.4425 (0.4828)  loss_giou_aux_1: 0.4260 (0.4694)  loss_giou_aux_2: 0.4198 (0.4644)  loss_giou_aux_3: 0.4168 (0.4611)  loss_giou_aux_4: 0.4158 (0.4599)  loss_giou_aux_5: 0.5020 (0.5433)  loss_giou_dn_0: 0.5446 (0.5572)  loss_giou_dn_1: 0.4275 (0.4485)  loss_giou_dn_2: 0.3968 (0.4173)  loss_giou_dn_3: 0.3900 (0.4090)  loss_giou_dn_4: 0.3867 (0.4069)  loss_giou_dn_5: 0.3870 (0.4071)  loss_vfl: 0.6677 (0.6509)  loss_vfl_aux_0: 0.7487 (0.7433)  loss_vfl_aux_1: 0.6990 (0.6996)  loss_vfl_aux_2: 0.6865 (0.6754)  loss_vfl_aux_3: 0.6799 (0.6627)  loss_vfl_aux_4: 0.6699 (0.6549)  loss_vfl_aux_5: 0.7526 (0.7348)  loss_vfl_dn_0: 0.4444 (0.4435)  loss_vfl_dn_1: 0.3823 (0.3779)  loss_vfl_dn_2: 0.3665 (0.3620)  loss_vfl_dn_3: 0.3567 (0.3550)  loss_vfl_dn_4: 0.3545 (0.3526)  loss_vfl_dn_5: 0.3534 (0.3519)  time: 0.4713  data: 0.0177  max mem: 5654
Epoch: [65]  [5700/7393]  eta: 0:13:50  lr: 0.000010  loss: 14.8813 (15.2030)  loss_bbox: 0.1285 (0.1468)  loss_bbox_aux_0: 0.1508 (0.1587)  loss_bbox_aux_1: 0.1361 (0.1514)  loss_bbox_aux_2: 0.1371 (0.1490)  loss_bbox_aux_3: 0.1325 (0.1473)  loss_bbox_aux_4: 0.1281 (0.1467)  loss_bbox_aux_5: 0.1892 (0.1928)  loss_bbox_dn_0: 0.2237 (0.2503)  loss_bbox_dn_1: 0.1593 (0.1815)  loss_bbox_dn_2: 0.1346 (0.1617)  loss_bbox_dn_3: 0.1260 (0.1560)  loss_bbox_dn_4: 0.1232 (0.1547)  loss_bbox_dn_5: 0.1232 (0.1547)  loss_giou: 0.4627 (0.4598)  loss_giou_aux_0: 0.4838 (0.4829)  loss_giou_aux_1: 0.4802 (0.4695)  loss_giou_aux_2: 0.4652 (0.4644)  loss_giou_aux_3: 0.4615 (0.4612)  loss_giou_aux_4: 0.4480 (0.4599)  loss_giou_aux_5: 0.5327 (0.5433)  loss_giou_dn_0: 0.5562 (0.5572)  loss_giou_dn_1: 0.4492 (0.4486)  loss_giou_dn_2: 0.4096 (0.4174)  loss_giou_dn_3: 0.4000 (0.4091)  loss_giou_dn_4: 0.3971 (0.4070)  loss_giou_dn_5: 0.3971 (0.4072)  loss_vfl: 0.6197 (0.6508)  loss_vfl_aux_0: 0.7132 (0.7433)  loss_vfl_aux_1: 0.6707 (0.6995)  loss_vfl_aux_2: 0.6439 (0.6753)  loss_vfl_aux_3: 0.6241 (0.6626)  loss_vfl_aux_4: 0.6282 (0.6548)  loss_vfl_aux_5: 0.7071 (0.7349)  loss_vfl_dn_0: 0.4390 (0.4434)  loss_vfl_dn_1: 0.3757 (0.3779)  loss_vfl_dn_2: 0.3591 (0.3620)  loss_vfl_dn_3: 0.3497 (0.3550)  loss_vfl_dn_4: 0.3468 (0.3526)  loss_vfl_dn_5: 0.3470 (0.3519)  time: 0.4844  data: 0.0180  max mem: 5654
Epoch: [65]  [5800/7393]  eta: 0:13:01  lr: 0.000010  loss: 15.4680 (15.2007)  loss_bbox: 0.1449 (0.1468)  loss_bbox_aux_0: 0.1524 (0.1587)  loss_bbox_aux_1: 0.1502 (0.1514)  loss_bbox_aux_2: 0.1498 (0.1490)  loss_bbox_aux_3: 0.1471 (0.1473)  loss_bbox_aux_4: 0.1463 (0.1467)  loss_bbox_aux_5: 0.1968 (0.1929)  loss_bbox_dn_0: 0.2419 (0.2503)  loss_bbox_dn_1: 0.1704 (0.1815)  loss_bbox_dn_2: 0.1507 (0.1616)  loss_bbox_dn_3: 0.1472 (0.1560)  loss_bbox_dn_4: 0.1461 (0.1547)  loss_bbox_dn_5: 0.1461 (0.1547)  loss_giou: 0.4793 (0.4597)  loss_giou_aux_0: 0.4888 (0.4828)  loss_giou_aux_1: 0.4851 (0.4694)  loss_giou_aux_2: 0.4759 (0.4644)  loss_giou_aux_3: 0.4802 (0.4611)  loss_giou_aux_4: 0.4793 (0.4598)  loss_giou_aux_5: 0.5452 (0.5432)  loss_giou_dn_0: 0.5647 (0.5571)  loss_giou_dn_1: 0.4573 (0.4485)  loss_giou_dn_2: 0.4174 (0.4173)  loss_giou_dn_3: 0.4082 (0.4090)  loss_giou_dn_4: 0.4085 (0.4069)  loss_giou_dn_5: 0.4088 (0.4071)  loss_vfl: 0.6214 (0.6506)  loss_vfl_aux_0: 0.7274 (0.7432)  loss_vfl_aux_1: 0.6587 (0.6994)  loss_vfl_aux_2: 0.6449 (0.6752)  loss_vfl_aux_3: 0.6411 (0.6624)  loss_vfl_aux_4: 0.6245 (0.6546)  loss_vfl_aux_5: 0.6925 (0.7348)  loss_vfl_dn_0: 0.4401 (0.4434)  loss_vfl_dn_1: 0.3799 (0.3778)  loss_vfl_dn_2: 0.3659 (0.3619)  loss_vfl_dn_3: 0.3582 (0.3550)  loss_vfl_dn_4: 0.3569 (0.3525)  loss_vfl_dn_5: 0.3557 (0.3518)  time: 0.5095  data: 0.0173  max mem: 5654
Epoch: [65]  [5900/7393]  eta: 0:12:14  lr: 0.000010  loss: 15.2028 (15.1997)  loss_bbox: 0.1418 (0.1468)  loss_bbox_aux_0: 0.1624 (0.1587)  loss_bbox_aux_1: 0.1456 (0.1514)  loss_bbox_aux_2: 0.1381 (0.1491)  loss_bbox_aux_3: 0.1421 (0.1473)  loss_bbox_aux_4: 0.1418 (0.1467)  loss_bbox_aux_5: 0.1943 (0.1929)  loss_bbox_dn_0: 0.2267 (0.2503)  loss_bbox_dn_1: 0.1601 (0.1815)  loss_bbox_dn_2: 0.1448 (0.1617)  loss_bbox_dn_3: 0.1364 (0.1561)  loss_bbox_dn_4: 0.1342 (0.1547)  loss_bbox_dn_5: 0.1342 (0.1547)  loss_giou: 0.4279 (0.4596)  loss_giou_aux_0: 0.4424 (0.4826)  loss_giou_aux_1: 0.4371 (0.4692)  loss_giou_aux_2: 0.4357 (0.4642)  loss_giou_aux_3: 0.4326 (0.4609)  loss_giou_aux_4: 0.4266 (0.4596)  loss_giou_aux_5: 0.4991 (0.5430)  loss_giou_dn_0: 0.5405 (0.5571)  loss_giou_dn_1: 0.4339 (0.4485)  loss_giou_dn_2: 0.3937 (0.4173)  loss_giou_dn_3: 0.3876 (0.4090)  loss_giou_dn_4: 0.3869 (0.4069)  loss_giou_dn_5: 0.3869 (0.4071)  loss_vfl: 0.6532 (0.6507)  loss_vfl_aux_0: 0.7439 (0.7432)  loss_vfl_aux_1: 0.6935 (0.6995)  loss_vfl_aux_2: 0.6680 (0.6752)  loss_vfl_aux_3: 0.6521 (0.6625)  loss_vfl_aux_4: 0.6564 (0.6547)  loss_vfl_aux_5: 0.7309 (0.7349)  loss_vfl_dn_0: 0.4348 (0.4434)  loss_vfl_dn_1: 0.3754 (0.3778)  loss_vfl_dn_2: 0.3579 (0.3619)  loss_vfl_dn_3: 0.3513 (0.3550)  loss_vfl_dn_4: 0.3494 (0.3525)  loss_vfl_dn_5: 0.3485 (0.3518)  time: 0.4867  data: 0.0180  max mem: 5654
Epoch: [65]  [6000/7393]  eta: 0:11:26  lr: 0.000010  loss: 15.0015 (15.1968)  loss_bbox: 0.1283 (0.1468)  loss_bbox_aux_0: 0.1389 (0.1587)  loss_bbox_aux_1: 0.1289 (0.1514)  loss_bbox_aux_2: 0.1224 (0.1491)  loss_bbox_aux_3: 0.1225 (0.1474)  loss_bbox_aux_4: 0.1280 (0.1467)  loss_bbox_aux_5: 0.1682 (0.1929)  loss_bbox_dn_0: 0.2124 (0.2503)  loss_bbox_dn_1: 0.1544 (0.1815)  loss_bbox_dn_2: 0.1411 (0.1617)  loss_bbox_dn_3: 0.1372 (0.1561)  loss_bbox_dn_4: 0.1367 (0.1547)  loss_bbox_dn_5: 0.1368 (0.1547)  loss_giou: 0.4388 (0.4594)  loss_giou_aux_0: 0.4529 (0.4824)  loss_giou_aux_1: 0.4368 (0.4691)  loss_giou_aux_2: 0.4340 (0.4640)  loss_giou_aux_3: 0.4321 (0.4608)  loss_giou_aux_4: 0.4406 (0.4595)  loss_giou_aux_5: 0.5489 (0.5428)  loss_giou_dn_0: 0.5472 (0.5570)  loss_giou_dn_1: 0.4394 (0.4484)  loss_giou_dn_2: 0.4088 (0.4172)  loss_giou_dn_3: 0.4012 (0.4089)  loss_giou_dn_4: 0.4001 (0.4068)  loss_giou_dn_5: 0.4004 (0.4070)  loss_vfl: 0.6171 (0.6505)  loss_vfl_aux_0: 0.6899 (0.7430)  loss_vfl_aux_1: 0.6827 (0.6993)  loss_vfl_aux_2: 0.6839 (0.6751)  loss_vfl_aux_3: 0.6459 (0.6623)  loss_vfl_aux_4: 0.6296 (0.6545)  loss_vfl_aux_5: 0.7155 (0.7348)  loss_vfl_dn_0: 0.4386 (0.4434)  loss_vfl_dn_1: 0.3787 (0.3777)  loss_vfl_dn_2: 0.3612 (0.3619)  loss_vfl_dn_3: 0.3528 (0.3549)  loss_vfl_dn_4: 0.3508 (0.3525)  loss_vfl_dn_5: 0.3509 (0.3518)  time: 0.4855  data: 0.0176  max mem: 5654
Epoch: [65]  [6100/7393]  eta: 0:10:36  lr: 0.000010  loss: 14.7649 (15.1933)  loss_bbox: 0.1323 (0.1468)  loss_bbox_aux_0: 0.1407 (0.1587)  loss_bbox_aux_1: 0.1403 (0.1514)  loss_bbox_aux_2: 0.1375 (0.1490)  loss_bbox_aux_3: 0.1340 (0.1474)  loss_bbox_aux_4: 0.1322 (0.1467)  loss_bbox_aux_5: 0.1794 (0.1929)  loss_bbox_dn_0: 0.2265 (0.2504)  loss_bbox_dn_1: 0.1576 (0.1816)  loss_bbox_dn_2: 0.1365 (0.1617)  loss_bbox_dn_3: 0.1325 (0.1561)  loss_bbox_dn_4: 0.1313 (0.1547)  loss_bbox_dn_5: 0.1313 (0.1547)  loss_giou: 0.4556 (0.4590)  loss_giou_aux_0: 0.4757 (0.4821)  loss_giou_aux_1: 0.4671 (0.4687)  loss_giou_aux_2: 0.4551 (0.4637)  loss_giou_aux_3: 0.4506 (0.4604)  loss_giou_aux_4: 0.4554 (0.4591)  loss_giou_aux_5: 0.5355 (0.5425)  loss_giou_dn_0: 0.5566 (0.5567)  loss_giou_dn_1: 0.4520 (0.4481)  loss_giou_dn_2: 0.4144 (0.4169)  loss_giou_dn_3: 0.4078 (0.4086)  loss_giou_dn_4: 0.4052 (0.4065)  loss_giou_dn_5: 0.4049 (0.4067)  loss_vfl: 0.6664 (0.6506)  loss_vfl_aux_0: 0.7260 (0.7431)  loss_vfl_aux_1: 0.7007 (0.6994)  loss_vfl_aux_2: 0.6666 (0.6753)  loss_vfl_aux_3: 0.6747 (0.6625)  loss_vfl_aux_4: 0.6652 (0.6546)  loss_vfl_aux_5: 0.7139 (0.7349)  loss_vfl_dn_0: 0.4516 (0.4434)  loss_vfl_dn_1: 0.3803 (0.3777)  loss_vfl_dn_2: 0.3600 (0.3618)  loss_vfl_dn_3: 0.3549 (0.3549)  loss_vfl_dn_4: 0.3507 (0.3524)  loss_vfl_dn_5: 0.3504 (0.3517)  time: 0.4858  data: 0.0179  max mem: 5654
Epoch: [65]  [6200/7393]  eta: 0:09:47  lr: 0.000010  loss: 15.1627 (15.1956)  loss_bbox: 0.1468 (0.1468)  loss_bbox_aux_0: 0.1560 (0.1587)  loss_bbox_aux_1: 0.1549 (0.1514)  loss_bbox_aux_2: 0.1537 (0.1491)  loss_bbox_aux_3: 0.1542 (0.1474)  loss_bbox_aux_4: 0.1482 (0.1468)  loss_bbox_aux_5: 0.1830 (0.1930)  loss_bbox_dn_0: 0.2302 (0.2506)  loss_bbox_dn_1: 0.1689 (0.1817)  loss_bbox_dn_2: 0.1492 (0.1618)  loss_bbox_dn_3: 0.1438 (0.1562)  loss_bbox_dn_4: 0.1431 (0.1548)  loss_bbox_dn_5: 0.1431 (0.1548)  loss_giou: 0.4507 (0.4591)  loss_giou_aux_0: 0.4549 (0.4821)  loss_giou_aux_1: 0.4623 (0.4688)  loss_giou_aux_2: 0.4421 (0.4637)  loss_giou_aux_3: 0.4476 (0.4604)  loss_giou_aux_4: 0.4524 (0.4592)  loss_giou_aux_5: 0.5123 (0.5425)  loss_giou_dn_0: 0.5506 (0.5567)  loss_giou_dn_1: 0.4471 (0.4482)  loss_giou_dn_2: 0.4166 (0.4169)  loss_giou_dn_3: 0.4116 (0.4087)  loss_giou_dn_4: 0.4077 (0.4066)  loss_giou_dn_5: 0.4077 (0.4067)  loss_vfl: 0.6078 (0.6506)  loss_vfl_aux_0: 0.7181 (0.7432)  loss_vfl_aux_1: 0.6763 (0.6995)  loss_vfl_aux_2: 0.6372 (0.6754)  loss_vfl_aux_3: 0.6112 (0.6626)  loss_vfl_aux_4: 0.6112 (0.6546)  loss_vfl_aux_5: 0.7063 (0.7350)  loss_vfl_dn_0: 0.4413 (0.4435)  loss_vfl_dn_1: 0.3780 (0.3778)  loss_vfl_dn_2: 0.3583 (0.3618)  loss_vfl_dn_3: 0.3505 (0.3549)  loss_vfl_dn_4: 0.3487 (0.3524)  loss_vfl_dn_5: 0.3498 (0.3517)  time: 0.4726  data: 0.0157  max mem: 5654
Epoch: [65]  [6300/7393]  eta: 0:08:57  lr: 0.000010  loss: 14.6235 (15.1938)  loss_bbox: 0.1321 (0.1468)  loss_bbox_aux_0: 0.1545 (0.1587)  loss_bbox_aux_1: 0.1435 (0.1514)  loss_bbox_aux_2: 0.1326 (0.1491)  loss_bbox_aux_3: 0.1316 (0.1474)  loss_bbox_aux_4: 0.1346 (0.1468)  loss_bbox_aux_5: 0.1830 (0.1930)  loss_bbox_dn_0: 0.2440 (0.2506)  loss_bbox_dn_1: 0.1641 (0.1817)  loss_bbox_dn_2: 0.1440 (0.1619)  loss_bbox_dn_3: 0.1379 (0.1562)  loss_bbox_dn_4: 0.1364 (0.1548)  loss_bbox_dn_5: 0.1365 (0.1549)  loss_giou: 0.4159 (0.4590)  loss_giou_aux_0: 0.4492 (0.4820)  loss_giou_aux_1: 0.4306 (0.4686)  loss_giou_aux_2: 0.4212 (0.4636)  loss_giou_aux_3: 0.4105 (0.4603)  loss_giou_aux_4: 0.4170 (0.4591)  loss_giou_aux_5: 0.4995 (0.5423)  loss_giou_dn_0: 0.5154 (0.5566)  loss_giou_dn_1: 0.4131 (0.4481)  loss_giou_dn_2: 0.3816 (0.4169)  loss_giou_dn_3: 0.3729 (0.4086)  loss_giou_dn_4: 0.3711 (0.4065)  loss_giou_dn_5: 0.3713 (0.4067)  loss_vfl: 0.6261 (0.6505)  loss_vfl_aux_0: 0.7148 (0.7431)  loss_vfl_aux_1: 0.6759 (0.6994)  loss_vfl_aux_2: 0.6495 (0.6753)  loss_vfl_aux_3: 0.6318 (0.6624)  loss_vfl_aux_4: 0.6282 (0.6545)  loss_vfl_aux_5: 0.7253 (0.7350)  loss_vfl_dn_0: 0.4414 (0.4435)  loss_vfl_dn_1: 0.3707 (0.3777)  loss_vfl_dn_2: 0.3563 (0.3618)  loss_vfl_dn_3: 0.3521 (0.3548)  loss_vfl_dn_4: 0.3500 (0.3524)  loss_vfl_dn_5: 0.3491 (0.3517)  time: 0.4717  data: 0.0149  max mem: 5654
Epoch: [65]  [6400/7393]  eta: 0:08:08  lr: 0.000010  loss: 14.8405 (15.1965)  loss_bbox: 0.1442 (0.1469)  loss_bbox_aux_0: 0.1481 (0.1588)  loss_bbox_aux_1: 0.1460 (0.1515)  loss_bbox_aux_2: 0.1407 (0.1492)  loss_bbox_aux_3: 0.1371 (0.1475)  loss_bbox_aux_4: 0.1454 (0.1468)  loss_bbox_aux_5: 0.1842 (0.1931)  loss_bbox_dn_0: 0.2426 (0.2507)  loss_bbox_dn_1: 0.1636 (0.1817)  loss_bbox_dn_2: 0.1432 (0.1619)  loss_bbox_dn_3: 0.1367 (0.1562)  loss_bbox_dn_4: 0.1358 (0.1549)  loss_bbox_dn_5: 0.1358 (0.1549)  loss_giou: 0.4440 (0.4591)  loss_giou_aux_0: 0.4818 (0.4820)  loss_giou_aux_1: 0.4523 (0.4687)  loss_giou_aux_2: 0.4537 (0.4636)  loss_giou_aux_3: 0.4495 (0.4604)  loss_giou_aux_4: 0.4454 (0.4591)  loss_giou_aux_5: 0.5276 (0.5423)  loss_giou_dn_0: 0.5329 (0.5567)  loss_giou_dn_1: 0.4360 (0.4481)  loss_giou_dn_2: 0.4013 (0.4169)  loss_giou_dn_3: 0.3920 (0.4086)  loss_giou_dn_4: 0.3890 (0.4065)  loss_giou_dn_5: 0.3894 (0.4067)  loss_vfl: 0.6394 (0.6507)  loss_vfl_aux_0: 0.7353 (0.7434)  loss_vfl_aux_1: 0.6763 (0.6995)  loss_vfl_aux_2: 0.6726 (0.6754)  loss_vfl_aux_3: 0.6666 (0.6626)  loss_vfl_aux_4: 0.6521 (0.6548)  loss_vfl_aux_5: 0.7281 (0.7353)  loss_vfl_dn_0: 0.4406 (0.4435)  loss_vfl_dn_1: 0.3788 (0.3778)  loss_vfl_dn_2: 0.3610 (0.3618)  loss_vfl_dn_3: 0.3540 (0.3549)  loss_vfl_dn_4: 0.3510 (0.3524)  loss_vfl_dn_5: 0.3512 (0.3517)  time: 0.4812  data: 0.0159  max mem: 5654
Epoch: [65]  [6500/7393]  eta: 0:07:18  lr: 0.000010  loss: 15.4192 (15.1965)  loss_bbox: 0.1466 (0.1469)  loss_bbox_aux_0: 0.1709 (0.1588)  loss_bbox_aux_1: 0.1548 (0.1515)  loss_bbox_aux_2: 0.1625 (0.1492)  loss_bbox_aux_3: 0.1556 (0.1475)  loss_bbox_aux_4: 0.1565 (0.1469)  loss_bbox_aux_5: 0.1938 (0.1931)  loss_bbox_dn_0: 0.2584 (0.2509)  loss_bbox_dn_1: 0.1750 (0.1819)  loss_bbox_dn_2: 0.1553 (0.1620)  loss_bbox_dn_3: 0.1494 (0.1563)  loss_bbox_dn_4: 0.1457 (0.1550)  loss_bbox_dn_5: 0.1454 (0.1550)  loss_giou: 0.4617 (0.4588)  loss_giou_aux_0: 0.4874 (0.4818)  loss_giou_aux_1: 0.4819 (0.4685)  loss_giou_aux_2: 0.4733 (0.4634)  loss_giou_aux_3: 0.4651 (0.4602)  loss_giou_aux_4: 0.4630 (0.4589)  loss_giou_aux_5: 0.5445 (0.5421)  loss_giou_dn_0: 0.5638 (0.5566)  loss_giou_dn_1: 0.4623 (0.4480)  loss_giou_dn_2: 0.4315 (0.4168)  loss_giou_dn_3: 0.4194 (0.4085)  loss_giou_dn_4: 0.4179 (0.4064)  loss_giou_dn_5: 0.4184 (0.4066)  loss_vfl: 0.6754 (0.6509)  loss_vfl_aux_0: 0.7675 (0.7435)  loss_vfl_aux_1: 0.7175 (0.6996)  loss_vfl_aux_2: 0.7017 (0.6756)  loss_vfl_aux_3: 0.6818 (0.6626)  loss_vfl_aux_4: 0.6743 (0.6549)  loss_vfl_aux_5: 0.7802 (0.7355)  loss_vfl_dn_0: 0.4414 (0.4435)  loss_vfl_dn_1: 0.3778 (0.3778)  loss_vfl_dn_2: 0.3679 (0.3618)  loss_vfl_dn_3: 0.3593 (0.3549)  loss_vfl_dn_4: 0.3573 (0.3524)  loss_vfl_dn_5: 0.3564 (0.3517)  time: 0.4760  data: 0.0167  max mem: 5654
Epoch: [65]  [6600/7393]  eta: 0:06:29  lr: 0.000010  loss: 15.5490 (15.1984)  loss_bbox: 0.1460 (0.1469)  loss_bbox_aux_0: 0.1536 (0.1589)  loss_bbox_aux_1: 0.1474 (0.1516)  loss_bbox_aux_2: 0.1470 (0.1492)  loss_bbox_aux_3: 0.1460 (0.1475)  loss_bbox_aux_4: 0.1455 (0.1469)  loss_bbox_aux_5: 0.1944 (0.1932)  loss_bbox_dn_0: 0.2541 (0.2509)  loss_bbox_dn_1: 0.1827 (0.1819)  loss_bbox_dn_2: 0.1600 (0.1620)  loss_bbox_dn_3: 0.1541 (0.1564)  loss_bbox_dn_4: 0.1528 (0.1550)  loss_bbox_dn_5: 0.1528 (0.1550)  loss_giou: 0.4822 (0.4590)  loss_giou_aux_0: 0.4981 (0.4819)  loss_giou_aux_1: 0.4813 (0.4686)  loss_giou_aux_2: 0.4874 (0.4635)  loss_giou_aux_3: 0.4758 (0.4603)  loss_giou_aux_4: 0.4809 (0.4590)  loss_giou_aux_5: 0.5613 (0.5422)  loss_giou_dn_0: 0.5717 (0.5567)  loss_giou_dn_1: 0.4785 (0.4481)  loss_giou_dn_2: 0.4422 (0.4169)  loss_giou_dn_3: 0.4326 (0.4086)  loss_giou_dn_4: 0.4321 (0.4065)  loss_giou_dn_5: 0.4321 (0.4067)  loss_vfl: 0.6493 (0.6509)  loss_vfl_aux_0: 0.7374 (0.7434)  loss_vfl_aux_1: 0.6869 (0.6996)  loss_vfl_aux_2: 0.6620 (0.6757)  loss_vfl_aux_3: 0.6551 (0.6626)  loss_vfl_aux_4: 0.6585 (0.6549)  loss_vfl_aux_5: 0.7234 (0.7355)  loss_vfl_dn_0: 0.4435 (0.4435)  loss_vfl_dn_1: 0.3732 (0.3778)  loss_vfl_dn_2: 0.3619 (0.3619)  loss_vfl_dn_3: 0.3515 (0.3549)  loss_vfl_dn_4: 0.3501 (0.3524)  loss_vfl_dn_5: 0.3492 (0.3517)  time: 0.4961  data: 0.0166  max mem: 5654
Epoch: [65]  [6700/7393]  eta: 0:05:40  lr: 0.000010  loss: 15.1640 (15.2000)  loss_bbox: 0.1418 (0.1470)  loss_bbox_aux_0: 0.1544 (0.1589)  loss_bbox_aux_1: 0.1368 (0.1516)  loss_bbox_aux_2: 0.1380 (0.1492)  loss_bbox_aux_3: 0.1422 (0.1476)  loss_bbox_aux_4: 0.1427 (0.1469)  loss_bbox_aux_5: 0.1680 (0.1932)  loss_bbox_dn_0: 0.2223 (0.2509)  loss_bbox_dn_1: 0.1572 (0.1820)  loss_bbox_dn_2: 0.1399 (0.1621)  loss_bbox_dn_3: 0.1332 (0.1564)  loss_bbox_dn_4: 0.1348 (0.1551)  loss_bbox_dn_5: 0.1348 (0.1551)  loss_giou: 0.4351 (0.4589)  loss_giou_aux_0: 0.4604 (0.4819)  loss_giou_aux_1: 0.4457 (0.4685)  loss_giou_aux_2: 0.4416 (0.4634)  loss_giou_aux_3: 0.4359 (0.4602)  loss_giou_aux_4: 0.4378 (0.4589)  loss_giou_aux_5: 0.5246 (0.5422)  loss_giou_dn_0: 0.5470 (0.5567)  loss_giou_dn_1: 0.4386 (0.4481)  loss_giou_dn_2: 0.4012 (0.4169)  loss_giou_dn_3: 0.3921 (0.4086)  loss_giou_dn_4: 0.3902 (0.4065)  loss_giou_dn_5: 0.3902 (0.4067)  loss_vfl: 0.6517 (0.6511)  loss_vfl_aux_0: 0.7268 (0.7436)  loss_vfl_aux_1: 0.6980 (0.6998)  loss_vfl_aux_2: 0.6870 (0.6759)  loss_vfl_aux_3: 0.6747 (0.6629)  loss_vfl_aux_4: 0.6603 (0.6552)  loss_vfl_aux_5: 0.7407 (0.7357)  loss_vfl_dn_0: 0.4417 (0.4436)  loss_vfl_dn_1: 0.3781 (0.3778)  loss_vfl_dn_2: 0.3604 (0.3619)  loss_vfl_dn_3: 0.3532 (0.3549)  loss_vfl_dn_4: 0.3509 (0.3524)  loss_vfl_dn_5: 0.3509 (0.3517)  time: 0.4859  data: 0.0155  max mem: 5654
Epoch: [65]  [6800/7393]  eta: 0:04:51  lr: 0.000010  loss: 14.3348 (15.2005)  loss_bbox: 0.1415 (0.1469)  loss_bbox_aux_0: 0.1482 (0.1589)  loss_bbox_aux_1: 0.1385 (0.1516)  loss_bbox_aux_2: 0.1372 (0.1492)  loss_bbox_aux_3: 0.1393 (0.1475)  loss_bbox_aux_4: 0.1415 (0.1469)  loss_bbox_aux_5: 0.1743 (0.1931)  loss_bbox_dn_0: 0.2380 (0.2508)  loss_bbox_dn_1: 0.1659 (0.1818)  loss_bbox_dn_2: 0.1536 (0.1620)  loss_bbox_dn_3: 0.1504 (0.1563)  loss_bbox_dn_4: 0.1493 (0.1549)  loss_bbox_dn_5: 0.1493 (0.1549)  loss_giou: 0.4242 (0.4591)  loss_giou_aux_0: 0.4446 (0.4822)  loss_giou_aux_1: 0.4238 (0.4688)  loss_giou_aux_2: 0.4350 (0.4637)  loss_giou_aux_3: 0.4307 (0.4605)  loss_giou_aux_4: 0.4257 (0.4592)  loss_giou_aux_5: 0.4896 (0.5424)  loss_giou_dn_0: 0.5236 (0.5568)  loss_giou_dn_1: 0.4081 (0.4482)  loss_giou_dn_2: 0.3821 (0.4170)  loss_giou_dn_3: 0.3707 (0.4087)  loss_giou_dn_4: 0.3691 (0.4066)  loss_giou_dn_5: 0.3691 (0.4068)  loss_vfl: 0.6400 (0.6510)  loss_vfl_aux_0: 0.7111 (0.7435)  loss_vfl_aux_1: 0.6837 (0.6997)  loss_vfl_aux_2: 0.6724 (0.6758)  loss_vfl_aux_3: 0.6550 (0.6628)  loss_vfl_aux_4: 0.6431 (0.6551)  loss_vfl_aux_5: 0.7318 (0.7356)  loss_vfl_dn_0: 0.4373 (0.4435)  loss_vfl_dn_1: 0.3706 (0.3778)  loss_vfl_dn_2: 0.3606 (0.3618)  loss_vfl_dn_3: 0.3508 (0.3549)  loss_vfl_dn_4: 0.3499 (0.3524)  loss_vfl_dn_5: 0.3496 (0.3517)  time: 0.4777  data: 0.0161  max mem: 5654
Epoch: [65]  [6900/7393]  eta: 0:04:02  lr: 0.000010  loss: 15.4653 (15.2012)  loss_bbox: 0.1452 (0.1470)  loss_bbox_aux_0: 0.1597 (0.1589)  loss_bbox_aux_1: 0.1595 (0.1516)  loss_bbox_aux_2: 0.1472 (0.1492)  loss_bbox_aux_3: 0.1424 (0.1476)  loss_bbox_aux_4: 0.1466 (0.1469)  loss_bbox_aux_5: 0.1831 (0.1932)  loss_bbox_dn_0: 0.2624 (0.2509)  loss_bbox_dn_1: 0.1981 (0.1819)  loss_bbox_dn_2: 0.1742 (0.1620)  loss_bbox_dn_3: 0.1670 (0.1564)  loss_bbox_dn_4: 0.1664 (0.1550)  loss_bbox_dn_5: 0.1665 (0.1550)  loss_giou: 0.4726 (0.4590)  loss_giou_aux_0: 0.4782 (0.4821)  loss_giou_aux_1: 0.4630 (0.4687)  loss_giou_aux_2: 0.4735 (0.4636)  loss_giou_aux_3: 0.4836 (0.4604)  loss_giou_aux_4: 0.4823 (0.4591)  loss_giou_aux_5: 0.5481 (0.5423)  loss_giou_dn_0: 0.5591 (0.5568)  loss_giou_dn_1: 0.4445 (0.4482)  loss_giou_dn_2: 0.4213 (0.4170)  loss_giou_dn_3: 0.4099 (0.4087)  loss_giou_dn_4: 0.4074 (0.4066)  loss_giou_dn_5: 0.4083 (0.4068)  loss_vfl: 0.6823 (0.6511)  loss_vfl_aux_0: 0.7817 (0.7436)  loss_vfl_aux_1: 0.7311 (0.6998)  loss_vfl_aux_2: 0.7172 (0.6760)  loss_vfl_aux_3: 0.7025 (0.6628)  loss_vfl_aux_4: 0.6803 (0.6552)  loss_vfl_aux_5: 0.7802 (0.7357)  loss_vfl_dn_0: 0.4461 (0.4435)  loss_vfl_dn_1: 0.3851 (0.3778)  loss_vfl_dn_2: 0.3628 (0.3618)  loss_vfl_dn_3: 0.3540 (0.3549)  loss_vfl_dn_4: 0.3560 (0.3524)  loss_vfl_dn_5: 0.3546 (0.3517)  time: 0.4728  data: 0.0160  max mem: 5654
Epoch: [65]  [7000/7393]  eta: 0:03:13  lr: 0.000010  loss: 14.7764 (15.2014)  loss_bbox: 0.1383 (0.1470)  loss_bbox_aux_0: 0.1446 (0.1590)  loss_bbox_aux_1: 0.1393 (0.1516)  loss_bbox_aux_2: 0.1392 (0.1492)  loss_bbox_aux_3: 0.1365 (0.1476)  loss_bbox_aux_4: 0.1361 (0.1469)  loss_bbox_aux_5: 0.1680 (0.1932)  loss_bbox_dn_0: 0.2069 (0.2510)  loss_bbox_dn_1: 0.1530 (0.1820)  loss_bbox_dn_2: 0.1391 (0.1621)  loss_bbox_dn_3: 0.1308 (0.1564)  loss_bbox_dn_4: 0.1286 (0.1551)  loss_bbox_dn_5: 0.1286 (0.1551)  loss_giou: 0.4356 (0.4589)  loss_giou_aux_0: 0.4610 (0.4820)  loss_giou_aux_1: 0.4594 (0.4686)  loss_giou_aux_2: 0.4468 (0.4635)  loss_giou_aux_3: 0.4405 (0.4603)  loss_giou_aux_4: 0.4386 (0.4590)  loss_giou_aux_5: 0.5047 (0.5421)  loss_giou_dn_0: 0.5274 (0.5568)  loss_giou_dn_1: 0.4200 (0.4482)  loss_giou_dn_2: 0.3848 (0.4170)  loss_giou_dn_3: 0.3753 (0.4087)  loss_giou_dn_4: 0.3737 (0.4066)  loss_giou_dn_5: 0.3741 (0.4067)  loss_vfl: 0.6430 (0.6513)  loss_vfl_aux_0: 0.7363 (0.7436)  loss_vfl_aux_1: 0.6817 (0.6999)  loss_vfl_aux_2: 0.6683 (0.6760)  loss_vfl_aux_3: 0.6538 (0.6629)  loss_vfl_aux_4: 0.6461 (0.6554)  loss_vfl_aux_5: 0.7320 (0.7357)  loss_vfl_dn_0: 0.4443 (0.4435)  loss_vfl_dn_1: 0.3815 (0.3778)  loss_vfl_dn_2: 0.3675 (0.3618)  loss_vfl_dn_3: 0.3609 (0.3549)  loss_vfl_dn_4: 0.3583 (0.3524)  loss_vfl_dn_5: 0.3568 (0.3517)  time: 0.4717  data: 0.0156  max mem: 5654
Epoch: [65]  [7100/7393]  eta: 0:02:24  lr: 0.000010  loss: 15.6219 (15.2030)  loss_bbox: 0.1306 (0.1469)  loss_bbox_aux_0: 0.1403 (0.1589)  loss_bbox_aux_1: 0.1371 (0.1516)  loss_bbox_aux_2: 0.1349 (0.1492)  loss_bbox_aux_3: 0.1301 (0.1475)  loss_bbox_aux_4: 0.1303 (0.1468)  loss_bbox_aux_5: 0.1805 (0.1931)  loss_bbox_dn_0: 0.2335 (0.2508)  loss_bbox_dn_1: 0.1581 (0.1818)  loss_bbox_dn_2: 0.1443 (0.1620)  loss_bbox_dn_3: 0.1375 (0.1563)  loss_bbox_dn_4: 0.1364 (0.1549)  loss_bbox_dn_5: 0.1364 (0.1550)  loss_giou: 0.4756 (0.4593)  loss_giou_aux_0: 0.5058 (0.4824)  loss_giou_aux_1: 0.4883 (0.4690)  loss_giou_aux_2: 0.4943 (0.4639)  loss_giou_aux_3: 0.4868 (0.4607)  loss_giou_aux_4: 0.4818 (0.4594)  loss_giou_aux_5: 0.5589 (0.5425)  loss_giou_dn_0: 0.5935 (0.5570)  loss_giou_dn_1: 0.4929 (0.4484)  loss_giou_dn_2: 0.4649 (0.4172)  loss_giou_dn_3: 0.4615 (0.4089)  loss_giou_dn_4: 0.4623 (0.4068)  loss_giou_dn_5: 0.4631 (0.4070)  loss_vfl: 0.6276 (0.6512)  loss_vfl_aux_0: 0.7319 (0.7434)  loss_vfl_aux_1: 0.6696 (0.6997)  loss_vfl_aux_2: 0.6464 (0.6758)  loss_vfl_aux_3: 0.6452 (0.6628)  loss_vfl_aux_4: 0.6365 (0.6552)  loss_vfl_aux_5: 0.7146 (0.7355)  loss_vfl_dn_0: 0.4384 (0.4435)  loss_vfl_dn_1: 0.3835 (0.3778)  loss_vfl_dn_2: 0.3698 (0.3618)  loss_vfl_dn_3: 0.3621 (0.3549)  loss_vfl_dn_4: 0.3586 (0.3524)  loss_vfl_dn_5: 0.3583 (0.3517)  time: 0.4700  data: 0.0154  max mem: 5654
Epoch: [65]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 14.8321 (15.2039)  loss_bbox: 0.1248 (0.1469)  loss_bbox_aux_0: 0.1420 (0.1588)  loss_bbox_aux_1: 0.1289 (0.1515)  loss_bbox_aux_2: 0.1267 (0.1491)  loss_bbox_aux_3: 0.1218 (0.1475)  loss_bbox_aux_4: 0.1248 (0.1468)  loss_bbox_aux_5: 0.1767 (0.1930)  loss_bbox_dn_0: 0.2370 (0.2507)  loss_bbox_dn_1: 0.1818 (0.1818)  loss_bbox_dn_2: 0.1585 (0.1620)  loss_bbox_dn_3: 0.1490 (0.1563)  loss_bbox_dn_4: 0.1470 (0.1550)  loss_bbox_dn_5: 0.1470 (0.1550)  loss_giou: 0.4235 (0.4594)  loss_giou_aux_0: 0.4557 (0.4825)  loss_giou_aux_1: 0.4354 (0.4692)  loss_giou_aux_2: 0.4341 (0.4640)  loss_giou_aux_3: 0.4237 (0.4608)  loss_giou_aux_4: 0.4227 (0.4595)  loss_giou_aux_5: 0.5152 (0.5427)  loss_giou_dn_0: 0.5427 (0.5570)  loss_giou_dn_1: 0.4212 (0.4485)  loss_giou_dn_2: 0.3932 (0.4173)  loss_giou_dn_3: 0.3861 (0.4090)  loss_giou_dn_4: 0.3822 (0.4069)  loss_giou_dn_5: 0.3824 (0.4071)  loss_vfl: 0.6439 (0.6512)  loss_vfl_aux_0: 0.7498 (0.7433)  loss_vfl_aux_1: 0.7000 (0.6996)  loss_vfl_aux_2: 0.6842 (0.6758)  loss_vfl_aux_3: 0.6586 (0.6629)  loss_vfl_aux_4: 0.6542 (0.6552)  loss_vfl_aux_5: 0.7314 (0.7353)  loss_vfl_dn_0: 0.4496 (0.4435)  loss_vfl_dn_1: 0.3760 (0.3778)  loss_vfl_dn_2: 0.3588 (0.3619)  loss_vfl_dn_3: 0.3513 (0.3549)  loss_vfl_dn_4: 0.3486 (0.3524)  loss_vfl_dn_5: 0.3487 (0.3517)  time: 0.4721  data: 0.0166  max mem: 5654
Epoch: [65]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.0239 (15.2040)  loss_bbox: 0.1506 (0.1469)  loss_bbox_aux_0: 0.1572 (0.1589)  loss_bbox_aux_1: 0.1542 (0.1516)  loss_bbox_aux_2: 0.1455 (0.1492)  loss_bbox_aux_3: 0.1433 (0.1475)  loss_bbox_aux_4: 0.1478 (0.1468)  loss_bbox_aux_5: 0.1796 (0.1931)  loss_bbox_dn_0: 0.2555 (0.2507)  loss_bbox_dn_1: 0.1749 (0.1818)  loss_bbox_dn_2: 0.1548 (0.1620)  loss_bbox_dn_3: 0.1481 (0.1563)  loss_bbox_dn_4: 0.1484 (0.1549)  loss_bbox_dn_5: 0.1484 (0.1550)  loss_giou: 0.4162 (0.4594)  loss_giou_aux_0: 0.4442 (0.4825)  loss_giou_aux_1: 0.4242 (0.4692)  loss_giou_aux_2: 0.4173 (0.4640)  loss_giou_aux_3: 0.4186 (0.4608)  loss_giou_aux_4: 0.4158 (0.4595)  loss_giou_aux_5: 0.5103 (0.5427)  loss_giou_dn_0: 0.5346 (0.5570)  loss_giou_dn_1: 0.4255 (0.4484)  loss_giou_dn_2: 0.3977 (0.4172)  loss_giou_dn_3: 0.3877 (0.4089)  loss_giou_dn_4: 0.3878 (0.4068)  loss_giou_dn_5: 0.3879 (0.4070)  loss_vfl: 0.6774 (0.6513)  loss_vfl_aux_0: 0.7727 (0.7434)  loss_vfl_aux_1: 0.7178 (0.6996)  loss_vfl_aux_2: 0.7069 (0.6759)  loss_vfl_aux_3: 0.6957 (0.6629)  loss_vfl_aux_4: 0.6792 (0.6553)  loss_vfl_aux_5: 0.7550 (0.7353)  loss_vfl_dn_0: 0.4424 (0.4435)  loss_vfl_dn_1: 0.3787 (0.3778)  loss_vfl_dn_2: 0.3631 (0.3618)  loss_vfl_dn_3: 0.3561 (0.3549)  loss_vfl_dn_4: 0.3519 (0.3524)  loss_vfl_dn_5: 0.3505 (0.3517)  time: 0.4839  data: 0.0170  max mem: 5654
Epoch: [65]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.5920 (15.2067)  loss_bbox: 0.1411 (0.1469)  loss_bbox_aux_0: 0.1665 (0.1589)  loss_bbox_aux_1: 0.1467 (0.1516)  loss_bbox_aux_2: 0.1425 (0.1492)  loss_bbox_aux_3: 0.1409 (0.1475)  loss_bbox_aux_4: 0.1411 (0.1469)  loss_bbox_aux_5: 0.1965 (0.1931)  loss_bbox_dn_0: 0.2409 (0.2508)  loss_bbox_dn_1: 0.1738 (0.1819)  loss_bbox_dn_2: 0.1619 (0.1621)  loss_bbox_dn_3: 0.1568 (0.1564)  loss_bbox_dn_4: 0.1559 (0.1550)  loss_bbox_dn_5: 0.1559 (0.1550)  loss_giou: 0.5045 (0.4596)  loss_giou_aux_0: 0.5217 (0.4827)  loss_giou_aux_1: 0.5155 (0.4694)  loss_giou_aux_2: 0.5162 (0.4642)  loss_giou_aux_3: 0.5027 (0.4610)  loss_giou_aux_4: 0.5069 (0.4596)  loss_giou_aux_5: 0.5817 (0.5429)  loss_giou_dn_0: 0.5831 (0.5571)  loss_giou_dn_1: 0.4717 (0.4485)  loss_giou_dn_2: 0.4394 (0.4173)  loss_giou_dn_3: 0.4330 (0.4090)  loss_giou_dn_4: 0.4334 (0.4069)  loss_giou_dn_5: 0.4343 (0.4071)  loss_vfl: 0.6514 (0.6513)  loss_vfl_aux_0: 0.7195 (0.7433)  loss_vfl_aux_1: 0.6943 (0.6996)  loss_vfl_aux_2: 0.6704 (0.6759)  loss_vfl_aux_3: 0.6537 (0.6629)  loss_vfl_aux_4: 0.6511 (0.6553)  loss_vfl_aux_5: 0.7147 (0.7353)  loss_vfl_dn_0: 0.4434 (0.4435)  loss_vfl_dn_1: 0.3796 (0.3778)  loss_vfl_dn_2: 0.3716 (0.3619)  loss_vfl_dn_3: 0.3657 (0.3549)  loss_vfl_dn_4: 0.3619 (0.3524)  loss_vfl_dn_5: 0.3622 (0.3517)  time: 0.4807  data: 0.0165  max mem: 5654
Epoch: [65] Total time: 1:00:34 (0.4916 s / it)
Averaged stats: lr: 0.000010  loss: 15.5920 (15.2067)  loss_bbox: 0.1411 (0.1469)  loss_bbox_aux_0: 0.1665 (0.1589)  loss_bbox_aux_1: 0.1467 (0.1516)  loss_bbox_aux_2: 0.1425 (0.1492)  loss_bbox_aux_3: 0.1409 (0.1475)  loss_bbox_aux_4: 0.1411 (0.1469)  loss_bbox_aux_5: 0.1965 (0.1931)  loss_bbox_dn_0: 0.2409 (0.2508)  loss_bbox_dn_1: 0.1738 (0.1819)  loss_bbox_dn_2: 0.1619 (0.1621)  loss_bbox_dn_3: 0.1568 (0.1564)  loss_bbox_dn_4: 0.1559 (0.1550)  loss_bbox_dn_5: 0.1559 (0.1550)  loss_giou: 0.5045 (0.4596)  loss_giou_aux_0: 0.5217 (0.4827)  loss_giou_aux_1: 0.5155 (0.4694)  loss_giou_aux_2: 0.5162 (0.4642)  loss_giou_aux_3: 0.5027 (0.4610)  loss_giou_aux_4: 0.5069 (0.4596)  loss_giou_aux_5: 0.5817 (0.5429)  loss_giou_dn_0: 0.5831 (0.5571)  loss_giou_dn_1: 0.4717 (0.4485)  loss_giou_dn_2: 0.4394 (0.4173)  loss_giou_dn_3: 0.4330 (0.4090)  loss_giou_dn_4: 0.4334 (0.4069)  loss_giou_dn_5: 0.4343 (0.4071)  loss_vfl: 0.6514 (0.6513)  loss_vfl_aux_0: 0.7195 (0.7433)  loss_vfl_aux_1: 0.6943 (0.6996)  loss_vfl_aux_2: 0.6704 (0.6759)  loss_vfl_aux_3: 0.6537 (0.6629)  loss_vfl_aux_4: 0.6511 (0.6553)  loss_vfl_aux_5: 0.7147 (0.7353)  loss_vfl_dn_0: 0.4434 (0.4435)  loss_vfl_dn_1: 0.3796 (0.3778)  loss_vfl_dn_2: 0.3716 (0.3619)  loss_vfl_dn_3: 0.3657 (0.3549)  loss_vfl_dn_4: 0.3619 (0.3524)  loss_vfl_dn_5: 0.3622 (0.3517)
Test:  [  0/157]  eta: 0:04:58    time: 1.8990  data: 1.4848  max mem: 5654
Test:  [ 10/157]  eta: 0:01:17    time: 0.5279  data: 0.1513  max mem: 5654
Test:  [ 20/157]  eta: 0:01:03    time: 0.3904  data: 0.0223  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3906  data: 0.0263  max mem: 5654
Test:  [ 40/157]  eta: 0:00:50    time: 0.3912  data: 0.0261  max mem: 5654
Test:  [ 50/157]  eta: 0:00:45    time: 0.3940  data: 0.0267  max mem: 5654
Test:  [ 60/157]  eta: 0:00:40    time: 0.3998  data: 0.0269  max mem: 5654
Test:  [ 70/157]  eta: 0:00:35    time: 0.3933  data: 0.0261  max mem: 5654
Test:  [ 80/157]  eta: 0:00:31    time: 0.3920  data: 0.0255  max mem: 5654
Test:  [ 90/157]  eta: 0:00:27    time: 0.4027  data: 0.0255  max mem: 5654
Test:  [100/157]  eta: 0:00:23    time: 0.3963  data: 0.0255  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.7034  data: 0.0263  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.6994  data: 0.0265  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3833  data: 0.0258  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3817  data: 0.0263  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3745  data: 0.0269  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3656  data: 0.0262  max mem: 5654
Test: Total time: 0:01:09 (0.4408 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.41s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.532
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.712
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.573
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.357
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.576
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.707
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.655
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.722
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.553
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.770
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.885
best_stat:  {'epoch': 62, 'coco_eval_bbox': 0.5319983068652298}
Epoch: [66]  [   0/7393]  eta: 1 day, 3:08:22  lr: 0.000010  loss: 16.6418 (16.6418)  loss_bbox: 0.1535 (0.1535)  loss_bbox_aux_0: 0.1754 (0.1754)  loss_bbox_aux_1: 0.1696 (0.1696)  loss_bbox_aux_2: 0.1573 (0.1573)  loss_bbox_aux_3: 0.1578 (0.1578)  loss_bbox_aux_4: 0.1532 (0.1532)  loss_bbox_aux_5: 0.2086 (0.2086)  loss_bbox_dn_0: 0.2418 (0.2418)  loss_bbox_dn_1: 0.1931 (0.1931)  loss_bbox_dn_2: 0.1752 (0.1752)  loss_bbox_dn_3: 0.1671 (0.1671)  loss_bbox_dn_4: 0.1613 (0.1613)  loss_bbox_dn_5: 0.1609 (0.1609)  loss_giou: 0.5337 (0.5337)  loss_giou_aux_0: 0.5652 (0.5652)  loss_giou_aux_1: 0.5582 (0.5582)  loss_giou_aux_2: 0.5432 (0.5432)  loss_giou_aux_3: 0.5441 (0.5441)  loss_giou_aux_4: 0.5288 (0.5288)  loss_giou_aux_5: 0.6097 (0.6097)  loss_giou_dn_0: 0.5659 (0.5659)  loss_giou_dn_1: 0.4775 (0.4775)  loss_giou_dn_2: 0.4603 (0.4603)  loss_giou_dn_3: 0.4468 (0.4468)  loss_giou_dn_4: 0.4428 (0.4428)  loss_giou_dn_5: 0.4427 (0.4427)  loss_vfl: 0.7177 (0.7177)  loss_vfl_aux_0: 0.7801 (0.7801)  loss_vfl_aux_1: 0.7604 (0.7604)  loss_vfl_aux_2: 0.7610 (0.7610)  loss_vfl_aux_3: 0.7158 (0.7158)  loss_vfl_aux_4: 0.7334 (0.7334)  loss_vfl_aux_5: 0.7891 (0.7891)  loss_vfl_dn_0: 0.4811 (0.4811)  loss_vfl_dn_1: 0.3996 (0.3996)  loss_vfl_dn_2: 0.3814 (0.3814)  loss_vfl_dn_3: 0.3754 (0.3754)  loss_vfl_dn_4: 0.3764 (0.3764)  loss_vfl_dn_5: 0.3765 (0.3765)  time: 13.2156  data: 3.4623  max mem: 5654
Epoch: [66]  [ 100/7393]  eta: 1:13:54  lr: 0.000010  loss: 14.9840 (14.8169)  loss_bbox: 0.1372 (0.1416)  loss_bbox_aux_0: 0.1567 (0.1579)  loss_bbox_aux_1: 0.1441 (0.1471)  loss_bbox_aux_2: 0.1384 (0.1447)  loss_bbox_aux_3: 0.1321 (0.1427)  loss_bbox_aux_4: 0.1372 (0.1416)  loss_bbox_aux_5: 0.1852 (0.1921)  loss_bbox_dn_0: 0.2453 (0.2523)  loss_bbox_dn_1: 0.1637 (0.1803)  loss_bbox_dn_2: 0.1460 (0.1595)  loss_bbox_dn_3: 0.1406 (0.1536)  loss_bbox_dn_4: 0.1401 (0.1522)  loss_bbox_dn_5: 0.1402 (0.1522)  loss_giou: 0.3992 (0.4382)  loss_giou_aux_0: 0.4299 (0.4629)  loss_giou_aux_1: 0.4121 (0.4467)  loss_giou_aux_2: 0.3953 (0.4420)  loss_giou_aux_3: 0.4012 (0.4390)  loss_giou_aux_4: 0.3992 (0.4376)  loss_giou_aux_5: 0.4901 (0.5245)  loss_giou_dn_0: 0.5329 (0.5384)  loss_giou_dn_1: 0.4138 (0.4285)  loss_giou_dn_2: 0.3739 (0.3987)  loss_giou_dn_3: 0.3627 (0.3906)  loss_giou_dn_4: 0.3588 (0.3886)  loss_giou_dn_5: 0.3589 (0.3889)  loss_vfl: 0.6578 (0.6422)  loss_vfl_aux_0: 0.7504 (0.7371)  loss_vfl_aux_1: 0.6958 (0.6949)  loss_vfl_aux_2: 0.6915 (0.6682)  loss_vfl_aux_3: 0.6786 (0.6525)  loss_vfl_aux_4: 0.6663 (0.6449)  loss_vfl_aux_5: 0.7641 (0.7307)  loss_vfl_dn_0: 0.4366 (0.4395)  loss_vfl_dn_1: 0.3723 (0.3713)  loss_vfl_dn_2: 0.3573 (0.3545)  loss_vfl_dn_3: 0.3494 (0.3482)  loss_vfl_dn_4: 0.3455 (0.3454)  loss_vfl_dn_5: 0.3432 (0.3447)  time: 0.4787  data: 0.0159  max mem: 5654
Epoch: [66]  [ 200/7393]  eta: 1:05:12  lr: 0.000010  loss: 15.1687 (15.0363)  loss_bbox: 0.1541 (0.1432)  loss_bbox_aux_0: 0.1640 (0.1587)  loss_bbox_aux_1: 0.1531 (0.1490)  loss_bbox_aux_2: 0.1507 (0.1463)  loss_bbox_aux_3: 0.1512 (0.1441)  loss_bbox_aux_4: 0.1558 (0.1435)  loss_bbox_aux_5: 0.1846 (0.1917)  loss_bbox_dn_0: 0.2372 (0.2501)  loss_bbox_dn_1: 0.1725 (0.1805)  loss_bbox_dn_2: 0.1530 (0.1604)  loss_bbox_dn_3: 0.1458 (0.1548)  loss_bbox_dn_4: 0.1434 (0.1534)  loss_bbox_dn_5: 0.1434 (0.1534)  loss_giou: 0.4314 (0.4530)  loss_giou_aux_0: 0.4681 (0.4772)  loss_giou_aux_1: 0.4517 (0.4621)  loss_giou_aux_2: 0.4417 (0.4576)  loss_giou_aux_3: 0.4347 (0.4544)  loss_giou_aux_4: 0.4251 (0.4532)  loss_giou_aux_5: 0.5466 (0.5384)  loss_giou_dn_0: 0.5374 (0.5511)  loss_giou_dn_1: 0.4210 (0.4414)  loss_giou_dn_2: 0.3862 (0.4104)  loss_giou_dn_3: 0.3799 (0.4022)  loss_giou_dn_4: 0.3787 (0.4001)  loss_giou_dn_5: 0.3789 (0.4003)  loss_vfl: 0.6345 (0.6451)  loss_vfl_aux_0: 0.7284 (0.7360)  loss_vfl_aux_1: 0.6824 (0.6962)  loss_vfl_aux_2: 0.6638 (0.6705)  loss_vfl_aux_3: 0.6483 (0.6557)  loss_vfl_aux_4: 0.6420 (0.6482)  loss_vfl_aux_5: 0.7128 (0.7290)  loss_vfl_dn_0: 0.4455 (0.4412)  loss_vfl_dn_1: 0.3829 (0.3748)  loss_vfl_dn_2: 0.3665 (0.3588)  loss_vfl_dn_3: 0.3633 (0.3521)  loss_vfl_dn_4: 0.3577 (0.3495)  loss_vfl_dn_5: 0.3560 (0.3487)  time: 0.4869  data: 0.0168  max mem: 5654
Epoch: [66]  [ 300/7393]  eta: 1:04:40  lr: 0.000010  loss: 14.7725 (15.0505)  loss_bbox: 0.1400 (0.1450)  loss_bbox_aux_0: 0.1579 (0.1593)  loss_bbox_aux_1: 0.1514 (0.1513)  loss_bbox_aux_2: 0.1359 (0.1483)  loss_bbox_aux_3: 0.1400 (0.1464)  loss_bbox_aux_4: 0.1305 (0.1454)  loss_bbox_aux_5: 0.2001 (0.1937)  loss_bbox_dn_0: 0.2645 (0.2541)  loss_bbox_dn_1: 0.1905 (0.1839)  loss_bbox_dn_2: 0.1621 (0.1629)  loss_bbox_dn_3: 0.1544 (0.1571)  loss_bbox_dn_4: 0.1533 (0.1558)  loss_bbox_dn_5: 0.1533 (0.1558)  loss_giou: 0.4337 (0.4531)  loss_giou_aux_0: 0.4764 (0.4766)  loss_giou_aux_1: 0.4601 (0.4627)  loss_giou_aux_2: 0.4360 (0.4581)  loss_giou_aux_3: 0.4420 (0.4549)  loss_giou_aux_4: 0.4336 (0.4534)  loss_giou_aux_5: 0.5496 (0.5383)  loss_giou_dn_0: 0.5556 (0.5505)  loss_giou_dn_1: 0.4305 (0.4413)  loss_giou_dn_2: 0.3941 (0.4099)  loss_giou_dn_3: 0.3871 (0.4017)  loss_giou_dn_4: 0.3831 (0.3996)  loss_giou_dn_5: 0.3831 (0.3998)  loss_vfl: 0.6149 (0.6427)  loss_vfl_aux_0: 0.7233 (0.7375)  loss_vfl_aux_1: 0.6724 (0.6931)  loss_vfl_aux_2: 0.6527 (0.6667)  loss_vfl_aux_3: 0.6214 (0.6533)  loss_vfl_aux_4: 0.6247 (0.6463)  loss_vfl_aux_5: 0.6884 (0.7289)  loss_vfl_dn_0: 0.4373 (0.4411)  loss_vfl_dn_1: 0.3722 (0.3750)  loss_vfl_dn_2: 0.3522 (0.3585)  loss_vfl_dn_3: 0.3452 (0.3515)  loss_vfl_dn_4: 0.3425 (0.3489)  loss_vfl_dn_5: 0.3430 (0.3481)  time: 0.4939  data: 0.0173  max mem: 5654
Epoch: [66]  [ 400/7393]  eta: 1:02:01  lr: 0.000010  loss: 15.3667 (15.0707)  loss_bbox: 0.1266 (0.1452)  loss_bbox_aux_0: 0.1355 (0.1591)  loss_bbox_aux_1: 0.1276 (0.1514)  loss_bbox_aux_2: 0.1263 (0.1485)  loss_bbox_aux_3: 0.1303 (0.1466)  loss_bbox_aux_4: 0.1245 (0.1456)  loss_bbox_aux_5: 0.1626 (0.1928)  loss_bbox_dn_0: 0.2274 (0.2538)  loss_bbox_dn_1: 0.1574 (0.1842)  loss_bbox_dn_2: 0.1375 (0.1637)  loss_bbox_dn_3: 0.1335 (0.1578)  loss_bbox_dn_4: 0.1339 (0.1564)  loss_bbox_dn_5: 0.1339 (0.1565)  loss_giou: 0.4471 (0.4521)  loss_giou_aux_0: 0.4743 (0.4750)  loss_giou_aux_1: 0.4650 (0.4621)  loss_giou_aux_2: 0.4566 (0.4570)  loss_giou_aux_3: 0.4537 (0.4540)  loss_giou_aux_4: 0.4488 (0.4525)  loss_giou_aux_5: 0.5288 (0.5355)  loss_giou_dn_0: 0.5585 (0.5508)  loss_giou_dn_1: 0.4566 (0.4422)  loss_giou_dn_2: 0.4253 (0.4109)  loss_giou_dn_3: 0.4186 (0.4026)  loss_giou_dn_4: 0.4145 (0.4006)  loss_giou_dn_5: 0.4145 (0.4008)  loss_vfl: 0.6304 (0.6454)  loss_vfl_aux_0: 0.7393 (0.7403)  loss_vfl_aux_1: 0.6795 (0.6942)  loss_vfl_aux_2: 0.6550 (0.6689)  loss_vfl_aux_3: 0.6439 (0.6555)  loss_vfl_aux_4: 0.6348 (0.6491)  loss_vfl_aux_5: 0.7272 (0.7340)  loss_vfl_dn_0: 0.4390 (0.4414)  loss_vfl_dn_1: 0.3766 (0.3752)  loss_vfl_dn_2: 0.3642 (0.3590)  loss_vfl_dn_3: 0.3585 (0.3520)  loss_vfl_dn_4: 0.3549 (0.3494)  loss_vfl_dn_5: 0.3528 (0.3487)  time: 0.4875  data: 0.0176  max mem: 5654
Epoch: [66]  [ 500/7393]  eta: 0:59:57  lr: 0.000010  loss: 15.3493 (15.0672)  loss_bbox: 0.1336 (0.1450)  loss_bbox_aux_0: 0.1562 (0.1585)  loss_bbox_aux_1: 0.1449 (0.1510)  loss_bbox_aux_2: 0.1466 (0.1484)  loss_bbox_aux_3: 0.1401 (0.1465)  loss_bbox_aux_4: 0.1405 (0.1453)  loss_bbox_aux_5: 0.1748 (0.1917)  loss_bbox_dn_0: 0.2343 (0.2514)  loss_bbox_dn_1: 0.1705 (0.1824)  loss_bbox_dn_2: 0.1546 (0.1621)  loss_bbox_dn_3: 0.1506 (0.1563)  loss_bbox_dn_4: 0.1513 (0.1549)  loss_bbox_dn_5: 0.1513 (0.1549)  loss_giou: 0.4866 (0.4531)  loss_giou_aux_0: 0.5171 (0.4759)  loss_giou_aux_1: 0.4978 (0.4634)  loss_giou_aux_2: 0.5024 (0.4586)  loss_giou_aux_3: 0.4951 (0.4552)  loss_giou_aux_4: 0.4918 (0.4534)  loss_giou_aux_5: 0.5528 (0.5367)  loss_giou_dn_0: 0.5712 (0.5515)  loss_giou_dn_1: 0.4607 (0.4435)  loss_giou_dn_2: 0.4354 (0.4123)  loss_giou_dn_3: 0.4262 (0.4041)  loss_giou_dn_4: 0.4251 (0.4020)  loss_giou_dn_5: 0.4248 (0.4022)  loss_vfl: 0.6312 (0.6443)  loss_vfl_aux_0: 0.7335 (0.7389)  loss_vfl_aux_1: 0.6781 (0.6928)  loss_vfl_aux_2: 0.6627 (0.6675)  loss_vfl_aux_3: 0.6473 (0.6549)  loss_vfl_aux_4: 0.6376 (0.6485)  loss_vfl_aux_5: 0.6977 (0.7324)  loss_vfl_dn_0: 0.4421 (0.4417)  loss_vfl_dn_1: 0.3768 (0.3754)  loss_vfl_dn_2: 0.3603 (0.3593)  loss_vfl_dn_3: 0.3532 (0.3523)  loss_vfl_dn_4: 0.3528 (0.3498)  loss_vfl_dn_5: 0.3519 (0.3490)  time: 0.4850  data: 0.0171  max mem: 5654
Epoch: [66]  [ 600/7393]  eta: 0:58:26  lr: 0.000010  loss: 15.0660 (15.1027)  loss_bbox: 0.1404 (0.1445)  loss_bbox_aux_0: 0.1495 (0.1578)  loss_bbox_aux_1: 0.1477 (0.1502)  loss_bbox_aux_2: 0.1470 (0.1477)  loss_bbox_aux_3: 0.1428 (0.1458)  loss_bbox_aux_4: 0.1416 (0.1448)  loss_bbox_aux_5: 0.1762 (0.1912)  loss_bbox_dn_0: 0.2209 (0.2503)  loss_bbox_dn_1: 0.1634 (0.1813)  loss_bbox_dn_2: 0.1442 (0.1612)  loss_bbox_dn_3: 0.1454 (0.1555)  loss_bbox_dn_4: 0.1438 (0.1541)  loss_bbox_dn_5: 0.1437 (0.1541)  loss_giou: 0.4651 (0.4564)  loss_giou_aux_0: 0.4816 (0.4790)  loss_giou_aux_1: 0.4729 (0.4665)  loss_giou_aux_2: 0.4654 (0.4618)  loss_giou_aux_3: 0.4601 (0.4585)  loss_giou_aux_4: 0.4681 (0.4567)  loss_giou_aux_5: 0.5519 (0.5396)  loss_giou_dn_0: 0.5751 (0.5545)  loss_giou_dn_1: 0.4513 (0.4459)  loss_giou_dn_2: 0.4174 (0.4147)  loss_giou_dn_3: 0.4107 (0.4066)  loss_giou_dn_4: 0.4072 (0.4045)  loss_giou_dn_5: 0.4081 (0.4048)  loss_vfl: 0.6112 (0.6450)  loss_vfl_aux_0: 0.7433 (0.7400)  loss_vfl_aux_1: 0.6687 (0.6936)  loss_vfl_aux_2: 0.6385 (0.6679)  loss_vfl_aux_3: 0.6175 (0.6555)  loss_vfl_aux_4: 0.6292 (0.6494)  loss_vfl_aux_5: 0.7031 (0.7334)  loss_vfl_dn_0: 0.4376 (0.4416)  loss_vfl_dn_1: 0.3824 (0.3758)  loss_vfl_dn_2: 0.3643 (0.3596)  loss_vfl_dn_3: 0.3558 (0.3527)  loss_vfl_dn_4: 0.3536 (0.3503)  loss_vfl_dn_5: 0.3519 (0.3495)  time: 0.4790  data: 0.0175  max mem: 5654
Epoch: [66]  [ 700/7393]  eta: 0:57:02  lr: 0.000010  loss: 14.9300 (15.1251)  loss_bbox: 0.1510 (0.1454)  loss_bbox_aux_0: 0.1627 (0.1585)  loss_bbox_aux_1: 0.1527 (0.1507)  loss_bbox_aux_2: 0.1542 (0.1484)  loss_bbox_aux_3: 0.1558 (0.1466)  loss_bbox_aux_4: 0.1499 (0.1456)  loss_bbox_aux_5: 0.1918 (0.1925)  loss_bbox_dn_0: 0.2503 (0.2517)  loss_bbox_dn_1: 0.1796 (0.1824)  loss_bbox_dn_2: 0.1627 (0.1624)  loss_bbox_dn_3: 0.1573 (0.1566)  loss_bbox_dn_4: 0.1574 (0.1552)  loss_bbox_dn_5: 0.1573 (0.1553)  loss_giou: 0.4223 (0.4550)  loss_giou_aux_0: 0.4533 (0.4775)  loss_giou_aux_1: 0.4319 (0.4646)  loss_giou_aux_2: 0.4415 (0.4600)  loss_giou_aux_3: 0.4268 (0.4570)  loss_giou_aux_4: 0.4235 (0.4551)  loss_giou_aux_5: 0.5071 (0.5383)  loss_giou_dn_0: 0.5363 (0.5537)  loss_giou_dn_1: 0.4345 (0.4450)  loss_giou_dn_2: 0.4055 (0.4139)  loss_giou_dn_3: 0.3921 (0.4057)  loss_giou_dn_4: 0.3907 (0.4036)  loss_giou_dn_5: 0.3904 (0.4038)  loss_vfl: 0.6303 (0.6478)  loss_vfl_aux_0: 0.7379 (0.7434)  loss_vfl_aux_1: 0.6928 (0.6982)  loss_vfl_aux_2: 0.6769 (0.6721)  loss_vfl_aux_3: 0.6549 (0.6585)  loss_vfl_aux_4: 0.6546 (0.6526)  loss_vfl_aux_5: 0.7339 (0.7359)  loss_vfl_dn_0: 0.4477 (0.4422)  loss_vfl_dn_1: 0.3702 (0.3761)  loss_vfl_dn_2: 0.3512 (0.3600)  loss_vfl_dn_3: 0.3479 (0.3531)  loss_vfl_dn_4: 0.3433 (0.3507)  loss_vfl_dn_5: 0.3427 (0.3499)  time: 0.4760  data: 0.0177  max mem: 5654
Epoch: [66]  [ 800/7393]  eta: 0:55:49  lr: 0.000010  loss: 15.0020 (15.1174)  loss_bbox: 0.1295 (0.1453)  loss_bbox_aux_0: 0.1433 (0.1583)  loss_bbox_aux_1: 0.1388 (0.1504)  loss_bbox_aux_2: 0.1308 (0.1482)  loss_bbox_aux_3: 0.1290 (0.1464)  loss_bbox_aux_4: 0.1313 (0.1454)  loss_bbox_aux_5: 0.1782 (0.1922)  loss_bbox_dn_0: 0.2196 (0.2502)  loss_bbox_dn_1: 0.1500 (0.1808)  loss_bbox_dn_2: 0.1329 (0.1609)  loss_bbox_dn_3: 0.1317 (0.1551)  loss_bbox_dn_4: 0.1334 (0.1538)  loss_bbox_dn_5: 0.1333 (0.1538)  loss_giou: 0.5028 (0.4562)  loss_giou_aux_0: 0.5096 (0.4789)  loss_giou_aux_1: 0.5080 (0.4658)  loss_giou_aux_2: 0.4987 (0.4615)  loss_giou_aux_3: 0.4976 (0.4583)  loss_giou_aux_4: 0.5027 (0.4564)  loss_giou_aux_5: 0.5618 (0.5396)  loss_giou_dn_0: 0.5507 (0.5542)  loss_giou_dn_1: 0.4437 (0.4455)  loss_giou_dn_2: 0.4175 (0.4141)  loss_giou_dn_3: 0.4170 (0.4059)  loss_giou_dn_4: 0.4181 (0.4038)  loss_giou_dn_5: 0.4182 (0.4040)  loss_vfl: 0.6313 (0.6470)  loss_vfl_aux_0: 0.7100 (0.7415)  loss_vfl_aux_1: 0.6949 (0.6976)  loss_vfl_aux_2: 0.6644 (0.6707)  loss_vfl_aux_3: 0.6480 (0.6574)  loss_vfl_aux_4: 0.6237 (0.6515)  loss_vfl_aux_5: 0.7075 (0.7344)  loss_vfl_dn_0: 0.4375 (0.4422)  loss_vfl_dn_1: 0.3765 (0.3762)  loss_vfl_dn_2: 0.3597 (0.3601)  loss_vfl_dn_3: 0.3536 (0.3531)  loss_vfl_dn_4: 0.3541 (0.3507)  loss_vfl_dn_5: 0.3531 (0.3499)  time: 0.4874  data: 0.0178  max mem: 5654
Epoch: [66]  [ 900/7393]  eta: 0:54:40  lr: 0.000010  loss: 15.0429 (15.1144)  loss_bbox: 0.1440 (0.1453)  loss_bbox_aux_0: 0.1572 (0.1584)  loss_bbox_aux_1: 0.1516 (0.1505)  loss_bbox_aux_2: 0.1501 (0.1482)  loss_bbox_aux_3: 0.1482 (0.1465)  loss_bbox_aux_4: 0.1423 (0.1455)  loss_bbox_aux_5: 0.2001 (0.1925)  loss_bbox_dn_0: 0.2232 (0.2509)  loss_bbox_dn_1: 0.1874 (0.1815)  loss_bbox_dn_2: 0.1663 (0.1615)  loss_bbox_dn_3: 0.1575 (0.1557)  loss_bbox_dn_4: 0.1552 (0.1543)  loss_bbox_dn_5: 0.1553 (0.1543)  loss_giou: 0.4360 (0.4552)  loss_giou_aux_0: 0.4566 (0.4780)  loss_giou_aux_1: 0.4481 (0.4649)  loss_giou_aux_2: 0.4458 (0.4604)  loss_giou_aux_3: 0.4382 (0.4573)  loss_giou_aux_4: 0.4357 (0.4555)  loss_giou_aux_5: 0.5368 (0.5385)  loss_giou_dn_0: 0.5267 (0.5536)  loss_giou_dn_1: 0.4318 (0.4453)  loss_giou_dn_2: 0.4042 (0.4140)  loss_giou_dn_3: 0.3916 (0.4058)  loss_giou_dn_4: 0.3886 (0.4037)  loss_giou_dn_5: 0.3889 (0.4039)  loss_vfl: 0.6802 (0.6477)  loss_vfl_aux_0: 0.7677 (0.7416)  loss_vfl_aux_1: 0.7357 (0.6974)  loss_vfl_aux_2: 0.7014 (0.6711)  loss_vfl_aux_3: 0.7039 (0.6580)  loss_vfl_aux_4: 0.6831 (0.6518)  loss_vfl_aux_5: 0.7486 (0.7345)  loss_vfl_dn_0: 0.4429 (0.4420)  loss_vfl_dn_1: 0.3748 (0.3760)  loss_vfl_dn_2: 0.3597 (0.3600)  loss_vfl_dn_3: 0.3484 (0.3530)  loss_vfl_dn_4: 0.3434 (0.3505)  loss_vfl_dn_5: 0.3441 (0.3497)  time: 0.4878  data: 0.0178  max mem: 5654
Epoch: [66]  [1000/7393]  eta: 0:53:33  lr: 0.000010  loss: 15.2513 (15.1156)  loss_bbox: 0.1370 (0.1456)  loss_bbox_aux_0: 0.1492 (0.1586)  loss_bbox_aux_1: 0.1479 (0.1508)  loss_bbox_aux_2: 0.1441 (0.1485)  loss_bbox_aux_3: 0.1404 (0.1467)  loss_bbox_aux_4: 0.1370 (0.1457)  loss_bbox_aux_5: 0.1904 (0.1929)  loss_bbox_dn_0: 0.2643 (0.2516)  loss_bbox_dn_1: 0.1882 (0.1821)  loss_bbox_dn_2: 0.1721 (0.1621)  loss_bbox_dn_3: 0.1645 (0.1562)  loss_bbox_dn_4: 0.1648 (0.1548)  loss_bbox_dn_5: 0.1648 (0.1549)  loss_giou: 0.4385 (0.4548)  loss_giou_aux_0: 0.4699 (0.4776)  loss_giou_aux_1: 0.4612 (0.4646)  loss_giou_aux_2: 0.4511 (0.4600)  loss_giou_aux_3: 0.4425 (0.4569)  loss_giou_aux_4: 0.4375 (0.4551)  loss_giou_aux_5: 0.5290 (0.5384)  loss_giou_dn_0: 0.5502 (0.5538)  loss_giou_dn_1: 0.4444 (0.4455)  loss_giou_dn_2: 0.4140 (0.4141)  loss_giou_dn_3: 0.4038 (0.4059)  loss_giou_dn_4: 0.4016 (0.4037)  loss_giou_dn_5: 0.4018 (0.4039)  loss_vfl: 0.6318 (0.6472)  loss_vfl_aux_0: 0.7107 (0.7413)  loss_vfl_aux_1: 0.6801 (0.6970)  loss_vfl_aux_2: 0.6589 (0.6707)  loss_vfl_aux_3: 0.6522 (0.6575)  loss_vfl_aux_4: 0.6422 (0.6513)  loss_vfl_aux_5: 0.7076 (0.7335)  loss_vfl_dn_0: 0.4399 (0.4422)  loss_vfl_dn_1: 0.3740 (0.3761)  loss_vfl_dn_2: 0.3583 (0.3601)  loss_vfl_dn_3: 0.3516 (0.3531)  loss_vfl_dn_4: 0.3514 (0.3507)  loss_vfl_dn_5: 0.3497 (0.3499)  time: 0.4859  data: 0.0178  max mem: 5654
Epoch: [66]  [1100/7393]  eta: 0:52:34  lr: 0.000010  loss: 15.3100 (15.1159)  loss_bbox: 0.1414 (0.1459)  loss_bbox_aux_0: 0.1559 (0.1588)  loss_bbox_aux_1: 0.1502 (0.1510)  loss_bbox_aux_2: 0.1491 (0.1488)  loss_bbox_aux_3: 0.1444 (0.1470)  loss_bbox_aux_4: 0.1413 (0.1461)  loss_bbox_aux_5: 0.1923 (0.1932)  loss_bbox_dn_0: 0.2607 (0.2520)  loss_bbox_dn_1: 0.1747 (0.1827)  loss_bbox_dn_2: 0.1600 (0.1627)  loss_bbox_dn_3: 0.1543 (0.1569)  loss_bbox_dn_4: 0.1520 (0.1555)  loss_bbox_dn_5: 0.1519 (0.1556)  loss_giou: 0.4280 (0.4535)  loss_giou_aux_0: 0.4625 (0.4764)  loss_giou_aux_1: 0.4521 (0.4632)  loss_giou_aux_2: 0.4395 (0.4587)  loss_giou_aux_3: 0.4310 (0.4556)  loss_giou_aux_4: 0.4280 (0.4538)  loss_giou_aux_5: 0.5150 (0.5371)  loss_giou_dn_0: 0.5542 (0.5529)  loss_giou_dn_1: 0.4505 (0.4446)  loss_giou_dn_2: 0.4198 (0.4133)  loss_giou_dn_3: 0.4140 (0.4051)  loss_giou_dn_4: 0.4128 (0.4030)  loss_giou_dn_5: 0.4131 (0.4032)  loss_vfl: 0.6442 (0.6481)  loss_vfl_aux_0: 0.7449 (0.7421)  loss_vfl_aux_1: 0.6897 (0.6983)  loss_vfl_aux_2: 0.6569 (0.6716)  loss_vfl_aux_3: 0.6628 (0.6585)  loss_vfl_aux_4: 0.6558 (0.6524)  loss_vfl_aux_5: 0.7026 (0.7343)  loss_vfl_dn_0: 0.4411 (0.4426)  loss_vfl_dn_1: 0.3791 (0.3764)  loss_vfl_dn_2: 0.3646 (0.3604)  loss_vfl_dn_3: 0.3564 (0.3534)  loss_vfl_dn_4: 0.3510 (0.3509)  loss_vfl_dn_5: 0.3497 (0.3501)  time: 0.4785  data: 0.0178  max mem: 5654
Epoch: [66]  [1200/7393]  eta: 0:51:33  lr: 0.000010  loss: 14.9598 (15.1134)  loss_bbox: 0.1265 (0.1459)  loss_bbox_aux_0: 0.1344 (0.1585)  loss_bbox_aux_1: 0.1269 (0.1508)  loss_bbox_aux_2: 0.1251 (0.1486)  loss_bbox_aux_3: 0.1260 (0.1469)  loss_bbox_aux_4: 0.1270 (0.1460)  loss_bbox_aux_5: 0.1644 (0.1931)  loss_bbox_dn_0: 0.2199 (0.2516)  loss_bbox_dn_1: 0.1570 (0.1824)  loss_bbox_dn_2: 0.1380 (0.1626)  loss_bbox_dn_3: 0.1347 (0.1568)  loss_bbox_dn_4: 0.1335 (0.1554)  loss_bbox_dn_5: 0.1335 (0.1555)  loss_giou: 0.4828 (0.4537)  loss_giou_aux_0: 0.5014 (0.4765)  loss_giou_aux_1: 0.4889 (0.4633)  loss_giou_aux_2: 0.4970 (0.4588)  loss_giou_aux_3: 0.4713 (0.4557)  loss_giou_aux_4: 0.4818 (0.4539)  loss_giou_aux_5: 0.5549 (0.5372)  loss_giou_dn_0: 0.5819 (0.5530)  loss_giou_dn_1: 0.4754 (0.4447)  loss_giou_dn_2: 0.4431 (0.4135)  loss_giou_dn_3: 0.4317 (0.4053)  loss_giou_dn_4: 0.4287 (0.4032)  loss_giou_dn_5: 0.4288 (0.4033)  loss_vfl: 0.6327 (0.6475)  loss_vfl_aux_0: 0.7216 (0.7420)  loss_vfl_aux_1: 0.6770 (0.6981)  loss_vfl_aux_2: 0.6457 (0.6714)  loss_vfl_aux_3: 0.6403 (0.6580)  loss_vfl_aux_4: 0.6354 (0.6517)  loss_vfl_aux_5: 0.7093 (0.7338)  loss_vfl_dn_0: 0.4370 (0.4427)  loss_vfl_dn_1: 0.3815 (0.3766)  loss_vfl_dn_2: 0.3671 (0.3605)  loss_vfl_dn_3: 0.3591 (0.3535)  loss_vfl_dn_4: 0.3557 (0.3511)  loss_vfl_dn_5: 0.3561 (0.3503)  time: 0.4696  data: 0.0178  max mem: 5654
Epoch: [66]  [1300/7393]  eta: 0:51:14  lr: 0.000010  loss: 15.7119 (15.1151)  loss_bbox: 0.1338 (0.1458)  loss_bbox_aux_0: 0.1533 (0.1584)  loss_bbox_aux_1: 0.1395 (0.1507)  loss_bbox_aux_2: 0.1357 (0.1485)  loss_bbox_aux_3: 0.1353 (0.1468)  loss_bbox_aux_4: 0.1354 (0.1459)  loss_bbox_aux_5: 0.1872 (0.1928)  loss_bbox_dn_0: 0.2288 (0.2511)  loss_bbox_dn_1: 0.1572 (0.1821)  loss_bbox_dn_2: 0.1422 (0.1622)  loss_bbox_dn_3: 0.1368 (0.1565)  loss_bbox_dn_4: 0.1359 (0.1551)  loss_bbox_dn_5: 0.1359 (0.1551)  loss_giou: 0.4937 (0.4545)  loss_giou_aux_0: 0.4989 (0.4771)  loss_giou_aux_1: 0.4937 (0.4640)  loss_giou_aux_2: 0.4795 (0.4594)  loss_giou_aux_3: 0.4767 (0.4563)  loss_giou_aux_4: 0.4901 (0.4547)  loss_giou_aux_5: 0.5655 (0.5379)  loss_giou_dn_0: 0.5567 (0.5535)  loss_giou_dn_1: 0.4579 (0.4451)  loss_giou_dn_2: 0.4255 (0.4139)  loss_giou_dn_3: 0.4117 (0.4057)  loss_giou_dn_4: 0.4107 (0.4035)  loss_giou_dn_5: 0.4108 (0.4037)  loss_vfl: 0.6139 (0.6468)  loss_vfl_aux_0: 0.7250 (0.7416)  loss_vfl_aux_1: 0.6641 (0.6978)  loss_vfl_aux_2: 0.6435 (0.6710)  loss_vfl_aux_3: 0.6223 (0.6575)  loss_vfl_aux_4: 0.6199 (0.6510)  loss_vfl_aux_5: 0.7053 (0.7335)  loss_vfl_dn_0: 0.4382 (0.4428)  loss_vfl_dn_1: 0.3789 (0.3767)  loss_vfl_dn_2: 0.3653 (0.3607)  loss_vfl_dn_3: 0.3595 (0.3537)  loss_vfl_dn_4: 0.3574 (0.3513)  loss_vfl_dn_5: 0.3577 (0.3505)  time: 0.4809  data: 0.0180  max mem: 5654
Epoch: [66]  [1400/7393]  eta: 0:50:11  lr: 0.000010  loss: 15.3086 (15.1294)  loss_bbox: 0.1311 (0.1458)  loss_bbox_aux_0: 0.1532 (0.1586)  loss_bbox_aux_1: 0.1469 (0.1509)  loss_bbox_aux_2: 0.1370 (0.1485)  loss_bbox_aux_3: 0.1367 (0.1468)  loss_bbox_aux_4: 0.1311 (0.1460)  loss_bbox_aux_5: 0.1827 (0.1929)  loss_bbox_dn_0: 0.2425 (0.2508)  loss_bbox_dn_1: 0.1645 (0.1819)  loss_bbox_dn_2: 0.1438 (0.1621)  loss_bbox_dn_3: 0.1406 (0.1563)  loss_bbox_dn_4: 0.1432 (0.1549)  loss_bbox_dn_5: 0.1432 (0.1549)  loss_giou: 0.4589 (0.4555)  loss_giou_aux_0: 0.4773 (0.4781)  loss_giou_aux_1: 0.4722 (0.4651)  loss_giou_aux_2: 0.4637 (0.4604)  loss_giou_aux_3: 0.4582 (0.4573)  loss_giou_aux_4: 0.4560 (0.4557)  loss_giou_aux_5: 0.5239 (0.5386)  loss_giou_dn_0: 0.5480 (0.5540)  loss_giou_dn_1: 0.4516 (0.4457)  loss_giou_dn_2: 0.4176 (0.4146)  loss_giou_dn_3: 0.4080 (0.4063)  loss_giou_dn_4: 0.4050 (0.4041)  loss_giou_dn_5: 0.4061 (0.4043)  loss_vfl: 0.6428 (0.6475)  loss_vfl_aux_0: 0.7369 (0.7419)  loss_vfl_aux_1: 0.6965 (0.6980)  loss_vfl_aux_2: 0.6842 (0.6716)  loss_vfl_aux_3: 0.6623 (0.6581)  loss_vfl_aux_4: 0.6505 (0.6517)  loss_vfl_aux_5: 0.7185 (0.7333)  loss_vfl_dn_0: 0.4471 (0.4430)  loss_vfl_dn_1: 0.3820 (0.3770)  loss_vfl_dn_2: 0.3689 (0.3609)  loss_vfl_dn_3: 0.3621 (0.3540)  loss_vfl_dn_4: 0.3606 (0.3515)  loss_vfl_dn_5: 0.3595 (0.3508)  time: 0.4723  data: 0.0178  max mem: 5654
Epoch: [66]  [1500/7393]  eta: 0:49:14  lr: 0.000010  loss: 15.4430 (15.1442)  loss_bbox: 0.1305 (0.1460)  loss_bbox_aux_0: 0.1436 (0.1587)  loss_bbox_aux_1: 0.1341 (0.1511)  loss_bbox_aux_2: 0.1376 (0.1486)  loss_bbox_aux_3: 0.1283 (0.1469)  loss_bbox_aux_4: 0.1276 (0.1461)  loss_bbox_aux_5: 0.1683 (0.1928)  loss_bbox_dn_0: 0.2208 (0.2503)  loss_bbox_dn_1: 0.1684 (0.1816)  loss_bbox_dn_2: 0.1403 (0.1619)  loss_bbox_dn_3: 0.1348 (0.1561)  loss_bbox_dn_4: 0.1337 (0.1547)  loss_bbox_dn_5: 0.1337 (0.1547)  loss_giou: 0.4812 (0.4573)  loss_giou_aux_0: 0.5352 (0.4800)  loss_giou_aux_1: 0.5063 (0.4669)  loss_giou_aux_2: 0.5146 (0.4623)  loss_giou_aux_3: 0.4852 (0.4591)  loss_giou_aux_4: 0.4813 (0.4575)  loss_giou_aux_5: 0.5899 (0.5405)  loss_giou_dn_0: 0.5663 (0.5550)  loss_giou_dn_1: 0.4626 (0.4467)  loss_giou_dn_2: 0.4291 (0.4155)  loss_giou_dn_3: 0.4241 (0.4072)  loss_giou_dn_4: 0.4215 (0.4050)  loss_giou_dn_5: 0.4221 (0.4052)  loss_vfl: 0.6387 (0.6471)  loss_vfl_aux_0: 0.7168 (0.7411)  loss_vfl_aux_1: 0.6844 (0.6975)  loss_vfl_aux_2: 0.6598 (0.6711)  loss_vfl_aux_3: 0.6512 (0.6578)  loss_vfl_aux_4: 0.6512 (0.6513)  loss_vfl_aux_5: 0.7275 (0.7325)  loss_vfl_dn_0: 0.4412 (0.4430)  loss_vfl_dn_1: 0.3757 (0.3771)  loss_vfl_dn_2: 0.3578 (0.3611)  loss_vfl_dn_3: 0.3531 (0.3542)  loss_vfl_dn_4: 0.3498 (0.3518)  loss_vfl_dn_5: 0.3500 (0.3510)  time: 0.4779  data: 0.0177  max mem: 5654
Epoch: [66]  [1600/7393]  eta: 0:48:19  lr: 0.000010  loss: 14.8813 (15.1458)  loss_bbox: 0.1369 (0.1461)  loss_bbox_aux_0: 0.1573 (0.1590)  loss_bbox_aux_1: 0.1453 (0.1513)  loss_bbox_aux_2: 0.1356 (0.1489)  loss_bbox_aux_3: 0.1369 (0.1470)  loss_bbox_aux_4: 0.1359 (0.1462)  loss_bbox_aux_5: 0.1915 (0.1931)  loss_bbox_dn_0: 0.2463 (0.2507)  loss_bbox_dn_1: 0.1722 (0.1820)  loss_bbox_dn_2: 0.1547 (0.1623)  loss_bbox_dn_3: 0.1553 (0.1565)  loss_bbox_dn_4: 0.1573 (0.1550)  loss_bbox_dn_5: 0.1573 (0.1550)  loss_giou: 0.4025 (0.4569)  loss_giou_aux_0: 0.4334 (0.4796)  loss_giou_aux_1: 0.4175 (0.4664)  loss_giou_aux_2: 0.4126 (0.4619)  loss_giou_aux_3: 0.4117 (0.4586)  loss_giou_aux_4: 0.4118 (0.4571)  loss_giou_aux_5: 0.4944 (0.5399)  loss_giou_dn_0: 0.5504 (0.5550)  loss_giou_dn_1: 0.4380 (0.4467)  loss_giou_dn_2: 0.4009 (0.4155)  loss_giou_dn_3: 0.3922 (0.4072)  loss_giou_dn_4: 0.3894 (0.4050)  loss_giou_dn_5: 0.3901 (0.4052)  loss_vfl: 0.6304 (0.6471)  loss_vfl_aux_0: 0.6985 (0.7413)  loss_vfl_aux_1: 0.6547 (0.6976)  loss_vfl_aux_2: 0.6417 (0.6710)  loss_vfl_aux_3: 0.6324 (0.6580)  loss_vfl_aux_4: 0.6397 (0.6514)  loss_vfl_aux_5: 0.7167 (0.7331)  loss_vfl_dn_0: 0.4371 (0.4431)  loss_vfl_dn_1: 0.3700 (0.3771)  loss_vfl_dn_2: 0.3522 (0.3612)  loss_vfl_dn_3: 0.3429 (0.3541)  loss_vfl_dn_4: 0.3412 (0.3517)  loss_vfl_dn_5: 0.3404 (0.3509)  time: 0.5090  data: 0.0176  max mem: 5654
Epoch: [66]  [1700/7393]  eta: 0:47:23  lr: 0.000010  loss: 15.4042 (15.1510)  loss_bbox: 0.1438 (0.1462)  loss_bbox_aux_0: 0.1500 (0.1591)  loss_bbox_aux_1: 0.1450 (0.1514)  loss_bbox_aux_2: 0.1470 (0.1490)  loss_bbox_aux_3: 0.1470 (0.1471)  loss_bbox_aux_4: 0.1439 (0.1463)  loss_bbox_aux_5: 0.1718 (0.1934)  loss_bbox_dn_0: 0.2199 (0.2508)  loss_bbox_dn_1: 0.1590 (0.1821)  loss_bbox_dn_2: 0.1408 (0.1623)  loss_bbox_dn_3: 0.1394 (0.1565)  loss_bbox_dn_4: 0.1392 (0.1550)  loss_bbox_dn_5: 0.1392 (0.1551)  loss_giou: 0.4731 (0.4572)  loss_giou_aux_0: 0.4935 (0.4802)  loss_giou_aux_1: 0.4742 (0.4669)  loss_giou_aux_2: 0.4726 (0.4624)  loss_giou_aux_3: 0.4737 (0.4589)  loss_giou_aux_4: 0.4729 (0.4574)  loss_giou_aux_5: 0.5500 (0.5404)  loss_giou_dn_0: 0.5588 (0.5551)  loss_giou_dn_1: 0.4531 (0.4467)  loss_giou_dn_2: 0.4276 (0.4154)  loss_giou_dn_3: 0.4193 (0.4071)  loss_giou_dn_4: 0.4173 (0.4050)  loss_giou_dn_5: 0.4171 (0.4052)  loss_vfl: 0.6570 (0.6475)  loss_vfl_aux_0: 0.7361 (0.7413)  loss_vfl_aux_1: 0.7066 (0.6977)  loss_vfl_aux_2: 0.6854 (0.6711)  loss_vfl_aux_3: 0.6708 (0.6585)  loss_vfl_aux_4: 0.6731 (0.6518)  loss_vfl_aux_5: 0.7204 (0.7326)  loss_vfl_dn_0: 0.4403 (0.4431)  loss_vfl_dn_1: 0.3759 (0.3772)  loss_vfl_dn_2: 0.3587 (0.3612)  loss_vfl_dn_3: 0.3511 (0.3542)  loss_vfl_dn_4: 0.3499 (0.3517)  loss_vfl_dn_5: 0.3495 (0.3510)  time: 0.4870  data: 0.0178  max mem: 5654
Epoch: [66]  [1800/7393]  eta: 0:46:29  lr: 0.000010  loss: 15.2707 (15.1543)  loss_bbox: 0.1282 (0.1458)  loss_bbox_aux_0: 0.1420 (0.1588)  loss_bbox_aux_1: 0.1344 (0.1510)  loss_bbox_aux_2: 0.1326 (0.1487)  loss_bbox_aux_3: 0.1286 (0.1467)  loss_bbox_aux_4: 0.1280 (0.1459)  loss_bbox_aux_5: 0.1766 (0.1930)  loss_bbox_dn_0: 0.2312 (0.2505)  loss_bbox_dn_1: 0.1662 (0.1819)  loss_bbox_dn_2: 0.1444 (0.1621)  loss_bbox_dn_3: 0.1400 (0.1563)  loss_bbox_dn_4: 0.1368 (0.1549)  loss_bbox_dn_5: 0.1368 (0.1549)  loss_giou: 0.4733 (0.4572)  loss_giou_aux_0: 0.4915 (0.4804)  loss_giou_aux_1: 0.4798 (0.4670)  loss_giou_aux_2: 0.4829 (0.4625)  loss_giou_aux_3: 0.4798 (0.4590)  loss_giou_aux_4: 0.4759 (0.4574)  loss_giou_aux_5: 0.5832 (0.5408)  loss_giou_dn_0: 0.5651 (0.5555)  loss_giou_dn_1: 0.4641 (0.4471)  loss_giou_dn_2: 0.4339 (0.4159)  loss_giou_dn_3: 0.4201 (0.4076)  loss_giou_dn_4: 0.4161 (0.4054)  loss_giou_dn_5: 0.4165 (0.4056)  loss_vfl: 0.6426 (0.6481)  loss_vfl_aux_0: 0.7303 (0.7414)  loss_vfl_aux_1: 0.7049 (0.6981)  loss_vfl_aux_2: 0.6617 (0.6715)  loss_vfl_aux_3: 0.6483 (0.6591)  loss_vfl_aux_4: 0.6468 (0.6524)  loss_vfl_aux_5: 0.7059 (0.7325)  loss_vfl_dn_0: 0.4396 (0.4432)  loss_vfl_dn_1: 0.3807 (0.3773)  loss_vfl_dn_2: 0.3642 (0.3613)  loss_vfl_dn_3: 0.3595 (0.3543)  loss_vfl_dn_4: 0.3554 (0.3519)  loss_vfl_dn_5: 0.3533 (0.3511)  time: 0.4900  data: 0.0180  max mem: 5654
Epoch: [66]  [1900/7393]  eta: 0:45:33  lr: 0.000010  loss: 15.1707 (15.1521)  loss_bbox: 0.1410 (0.1459)  loss_bbox_aux_0: 0.1531 (0.1588)  loss_bbox_aux_1: 0.1441 (0.1511)  loss_bbox_aux_2: 0.1451 (0.1487)  loss_bbox_aux_3: 0.1431 (0.1468)  loss_bbox_aux_4: 0.1398 (0.1460)  loss_bbox_aux_5: 0.1976 (0.1932)  loss_bbox_dn_0: 0.2553 (0.2507)  loss_bbox_dn_1: 0.1810 (0.1820)  loss_bbox_dn_2: 0.1588 (0.1622)  loss_bbox_dn_3: 0.1498 (0.1564)  loss_bbox_dn_4: 0.1485 (0.1550)  loss_bbox_dn_5: 0.1486 (0.1550)  loss_giou: 0.4443 (0.4571)  loss_giou_aux_0: 0.4701 (0.4802)  loss_giou_aux_1: 0.4461 (0.4668)  loss_giou_aux_2: 0.4468 (0.4623)  loss_giou_aux_3: 0.4475 (0.4589)  loss_giou_aux_4: 0.4433 (0.4573)  loss_giou_aux_5: 0.5411 (0.5408)  loss_giou_dn_0: 0.5450 (0.5553)  loss_giou_dn_1: 0.4469 (0.4469)  loss_giou_dn_2: 0.4134 (0.4157)  loss_giou_dn_3: 0.4078 (0.4074)  loss_giou_dn_4: 0.4044 (0.4052)  loss_giou_dn_5: 0.4043 (0.4054)  loss_vfl: 0.6682 (0.6480)  loss_vfl_aux_0: 0.7681 (0.7413)  loss_vfl_aux_1: 0.7382 (0.6982)  loss_vfl_aux_2: 0.7012 (0.6714)  loss_vfl_aux_3: 0.6889 (0.6587)  loss_vfl_aux_4: 0.6720 (0.6521)  loss_vfl_aux_5: 0.7441 (0.7324)  loss_vfl_dn_0: 0.4509 (0.4433)  loss_vfl_dn_1: 0.3915 (0.3773)  loss_vfl_dn_2: 0.3678 (0.3613)  loss_vfl_dn_3: 0.3670 (0.3543)  loss_vfl_dn_4: 0.3593 (0.3518)  loss_vfl_dn_5: 0.3581 (0.3511)  time: 0.4832  data: 0.0178  max mem: 5654
Epoch: [66]  [2000/7393]  eta: 0:44:40  lr: 0.000010  loss: 15.2493 (15.1516)  loss_bbox: 0.1470 (0.1460)  loss_bbox_aux_0: 0.1590 (0.1587)  loss_bbox_aux_1: 0.1525 (0.1511)  loss_bbox_aux_2: 0.1434 (0.1488)  loss_bbox_aux_3: 0.1391 (0.1469)  loss_bbox_aux_4: 0.1446 (0.1461)  loss_bbox_aux_5: 0.1842 (0.1931)  loss_bbox_dn_0: 0.2429 (0.2504)  loss_bbox_dn_1: 0.1810 (0.1818)  loss_bbox_dn_2: 0.1595 (0.1621)  loss_bbox_dn_3: 0.1534 (0.1564)  loss_bbox_dn_4: 0.1516 (0.1549)  loss_bbox_dn_5: 0.1516 (0.1549)  loss_giou: 0.4424 (0.4569)  loss_giou_aux_0: 0.4903 (0.4799)  loss_giou_aux_1: 0.4707 (0.4665)  loss_giou_aux_2: 0.4544 (0.4622)  loss_giou_aux_3: 0.4466 (0.4587)  loss_giou_aux_4: 0.4423 (0.4572)  loss_giou_aux_5: 0.5384 (0.5405)  loss_giou_dn_0: 0.5540 (0.5553)  loss_giou_dn_1: 0.4488 (0.4468)  loss_giou_dn_2: 0.4191 (0.4156)  loss_giou_dn_3: 0.4099 (0.4073)  loss_giou_dn_4: 0.4062 (0.4051)  loss_giou_dn_5: 0.4063 (0.4053)  loss_vfl: 0.6520 (0.6482)  loss_vfl_aux_0: 0.7477 (0.7417)  loss_vfl_aux_1: 0.6761 (0.6984)  loss_vfl_aux_2: 0.6633 (0.6715)  loss_vfl_aux_3: 0.6587 (0.6591)  loss_vfl_aux_4: 0.6549 (0.6524)  loss_vfl_aux_5: 0.7470 (0.7328)  loss_vfl_dn_0: 0.4425 (0.4432)  loss_vfl_dn_1: 0.3814 (0.3773)  loss_vfl_dn_2: 0.3659 (0.3613)  loss_vfl_dn_3: 0.3594 (0.3543)  loss_vfl_dn_4: 0.3568 (0.3518)  loss_vfl_dn_5: 0.3555 (0.3510)  time: 0.4795  data: 0.0177  max mem: 5654
Epoch: [66]  [2100/7393]  eta: 0:43:47  lr: 0.000010  loss: 15.3159 (15.1471)  loss_bbox: 0.1534 (0.1462)  loss_bbox_aux_0: 0.1614 (0.1588)  loss_bbox_aux_1: 0.1514 (0.1513)  loss_bbox_aux_2: 0.1549 (0.1489)  loss_bbox_aux_3: 0.1537 (0.1470)  loss_bbox_aux_4: 0.1521 (0.1463)  loss_bbox_aux_5: 0.1878 (0.1932)  loss_bbox_dn_0: 0.2545 (0.2511)  loss_bbox_dn_1: 0.1815 (0.1823)  loss_bbox_dn_2: 0.1648 (0.1625)  loss_bbox_dn_3: 0.1599 (0.1568)  loss_bbox_dn_4: 0.1611 (0.1553)  loss_bbox_dn_5: 0.1611 (0.1554)  loss_giou: 0.4125 (0.4560)  loss_giou_aux_0: 0.4358 (0.4790)  loss_giou_aux_1: 0.4167 (0.4656)  loss_giou_aux_2: 0.4158 (0.4613)  loss_giou_aux_3: 0.4055 (0.4578)  loss_giou_aux_4: 0.4155 (0.4562)  loss_giou_aux_5: 0.4806 (0.5396)  loss_giou_dn_0: 0.5265 (0.5547)  loss_giou_dn_1: 0.4143 (0.4462)  loss_giou_dn_2: 0.3832 (0.4150)  loss_giou_dn_3: 0.3758 (0.4067)  loss_giou_dn_4: 0.3749 (0.4046)  loss_giou_dn_5: 0.3752 (0.4048)  loss_vfl: 0.6420 (0.6484)  loss_vfl_aux_0: 0.7457 (0.7419)  loss_vfl_aux_1: 0.6928 (0.6987)  loss_vfl_aux_2: 0.6751 (0.6719)  loss_vfl_aux_3: 0.6516 (0.6595)  loss_vfl_aux_4: 0.6546 (0.6527)  loss_vfl_aux_5: 0.7554 (0.7332)  loss_vfl_dn_0: 0.4436 (0.4432)  loss_vfl_dn_1: 0.3712 (0.3772)  loss_vfl_dn_2: 0.3556 (0.3611)  loss_vfl_dn_3: 0.3457 (0.3541)  loss_vfl_dn_4: 0.3424 (0.3516)  loss_vfl_dn_5: 0.3427 (0.3509)  time: 0.4800  data: 0.0176  max mem: 5654
Epoch: [66]  [2200/7393]  eta: 0:42:55  lr: 0.000010  loss: 14.3540 (15.1497)  loss_bbox: 0.1369 (0.1461)  loss_bbox_aux_0: 0.1519 (0.1586)  loss_bbox_aux_1: 0.1412 (0.1512)  loss_bbox_aux_2: 0.1381 (0.1488)  loss_bbox_aux_3: 0.1391 (0.1468)  loss_bbox_aux_4: 0.1383 (0.1461)  loss_bbox_aux_5: 0.1763 (0.1930)  loss_bbox_dn_0: 0.2357 (0.2510)  loss_bbox_dn_1: 0.1716 (0.1822)  loss_bbox_dn_2: 0.1485 (0.1624)  loss_bbox_dn_3: 0.1398 (0.1566)  loss_bbox_dn_4: 0.1420 (0.1552)  loss_bbox_dn_5: 0.1420 (0.1552)  loss_giou: 0.4491 (0.4564)  loss_giou_aux_0: 0.4659 (0.4793)  loss_giou_aux_1: 0.4532 (0.4660)  loss_giou_aux_2: 0.4396 (0.4616)  loss_giou_aux_3: 0.4355 (0.4580)  loss_giou_aux_4: 0.4426 (0.4566)  loss_giou_aux_5: 0.5455 (0.5401)  loss_giou_dn_0: 0.5368 (0.5552)  loss_giou_dn_1: 0.4272 (0.4466)  loss_giou_dn_2: 0.3888 (0.4153)  loss_giou_dn_3: 0.3790 (0.4070)  loss_giou_dn_4: 0.3774 (0.4048)  loss_giou_dn_5: 0.3777 (0.4050)  loss_vfl: 0.6000 (0.6483)  loss_vfl_aux_0: 0.7112 (0.7420)  loss_vfl_aux_1: 0.6419 (0.6986)  loss_vfl_aux_2: 0.6444 (0.6720)  loss_vfl_aux_3: 0.6434 (0.6596)  loss_vfl_aux_4: 0.6228 (0.6526)  loss_vfl_aux_5: 0.6984 (0.7333)  loss_vfl_dn_0: 0.4374 (0.4432)  loss_vfl_dn_1: 0.3707 (0.3772)  loss_vfl_dn_2: 0.3525 (0.3611)  loss_vfl_dn_3: 0.3423 (0.3542)  loss_vfl_dn_4: 0.3412 (0.3517)  loss_vfl_dn_5: 0.3389 (0.3509)  time: 0.4939  data: 0.0179  max mem: 5654
Epoch: [66]  [2300/7393]  eta: 0:42:04  lr: 0.000010  loss: 15.1926 (15.1546)  loss_bbox: 0.1430 (0.1461)  loss_bbox_aux_0: 0.1526 (0.1586)  loss_bbox_aux_1: 0.1451 (0.1511)  loss_bbox_aux_2: 0.1514 (0.1487)  loss_bbox_aux_3: 0.1376 (0.1468)  loss_bbox_aux_4: 0.1515 (0.1461)  loss_bbox_aux_5: 0.1899 (0.1929)  loss_bbox_dn_0: 0.2467 (0.2508)  loss_bbox_dn_1: 0.1859 (0.1821)  loss_bbox_dn_2: 0.1521 (0.1623)  loss_bbox_dn_3: 0.1466 (0.1565)  loss_bbox_dn_4: 0.1447 (0.1551)  loss_bbox_dn_5: 0.1447 (0.1551)  loss_giou: 0.4516 (0.4563)  loss_giou_aux_0: 0.4601 (0.4792)  loss_giou_aux_1: 0.4538 (0.4659)  loss_giou_aux_2: 0.4506 (0.4614)  loss_giou_aux_3: 0.4521 (0.4579)  loss_giou_aux_4: 0.4514 (0.4564)  loss_giou_aux_5: 0.5247 (0.5400)  loss_giou_dn_0: 0.5585 (0.5554)  loss_giou_dn_1: 0.4482 (0.4468)  loss_giou_dn_2: 0.4162 (0.4155)  loss_giou_dn_3: 0.4093 (0.4071)  loss_giou_dn_4: 0.4089 (0.4050)  loss_giou_dn_5: 0.4089 (0.4052)  loss_vfl: 0.6498 (0.6490)  loss_vfl_aux_0: 0.7367 (0.7426)  loss_vfl_aux_1: 0.7205 (0.6993)  loss_vfl_aux_2: 0.6747 (0.6728)  loss_vfl_aux_3: 0.6657 (0.6604)  loss_vfl_aux_4: 0.6609 (0.6533)  loss_vfl_aux_5: 0.7375 (0.7339)  loss_vfl_dn_0: 0.4414 (0.4432)  loss_vfl_dn_1: 0.3793 (0.3773)  loss_vfl_dn_2: 0.3596 (0.3613)  loss_vfl_dn_3: 0.3531 (0.3543)  loss_vfl_dn_4: 0.3528 (0.3518)  loss_vfl_dn_5: 0.3527 (0.3510)  time: 0.4851  data: 0.0177  max mem: 5654
Epoch: [66]  [2400/7393]  eta: 0:41:14  lr: 0.000010  loss: 15.2413 (15.1540)  loss_bbox: 0.1486 (0.1461)  loss_bbox_aux_0: 0.1498 (0.1586)  loss_bbox_aux_1: 0.1421 (0.1511)  loss_bbox_aux_2: 0.1476 (0.1488)  loss_bbox_aux_3: 0.1468 (0.1468)  loss_bbox_aux_4: 0.1461 (0.1462)  loss_bbox_aux_5: 0.1760 (0.1930)  loss_bbox_dn_0: 0.2581 (0.2510)  loss_bbox_dn_1: 0.1911 (0.1822)  loss_bbox_dn_2: 0.1797 (0.1624)  loss_bbox_dn_3: 0.1725 (0.1566)  loss_bbox_dn_4: 0.1726 (0.1552)  loss_bbox_dn_5: 0.1727 (0.1552)  loss_giou: 0.4487 (0.4561)  loss_giou_aux_0: 0.4672 (0.4790)  loss_giou_aux_1: 0.4542 (0.4658)  loss_giou_aux_2: 0.4447 (0.4612)  loss_giou_aux_3: 0.4513 (0.4577)  loss_giou_aux_4: 0.4478 (0.4563)  loss_giou_aux_5: 0.5109 (0.5397)  loss_giou_dn_0: 0.5608 (0.5553)  loss_giou_dn_1: 0.4485 (0.4467)  loss_giou_dn_2: 0.4262 (0.4154)  loss_giou_dn_3: 0.4170 (0.4071)  loss_giou_dn_4: 0.4156 (0.4050)  loss_giou_dn_5: 0.4155 (0.4052)  loss_vfl: 0.6472 (0.6490)  loss_vfl_aux_0: 0.7416 (0.7427)  loss_vfl_aux_1: 0.6942 (0.6994)  loss_vfl_aux_2: 0.6641 (0.6728)  loss_vfl_aux_3: 0.6509 (0.6605)  loss_vfl_aux_4: 0.6478 (0.6533)  loss_vfl_aux_5: 0.7310 (0.7342)  loss_vfl_dn_0: 0.4396 (0.4432)  loss_vfl_dn_1: 0.3788 (0.3773)  loss_vfl_dn_2: 0.3617 (0.3613)  loss_vfl_dn_3: 0.3535 (0.3542)  loss_vfl_dn_4: 0.3516 (0.3518)  loss_vfl_dn_5: 0.3519 (0.3510)  time: 0.4810  data: 0.0178  max mem: 5654
Epoch: [66]  [2500/7393]  eta: 0:40:20  lr: 0.000010  loss: 15.6325 (15.1546)  loss_bbox: 0.1449 (0.1459)  loss_bbox_aux_0: 0.1586 (0.1585)  loss_bbox_aux_1: 0.1539 (0.1510)  loss_bbox_aux_2: 0.1486 (0.1486)  loss_bbox_aux_3: 0.1384 (0.1467)  loss_bbox_aux_4: 0.1433 (0.1460)  loss_bbox_aux_5: 0.1865 (0.1928)  loss_bbox_dn_0: 0.2389 (0.2509)  loss_bbox_dn_1: 0.1790 (0.1820)  loss_bbox_dn_2: 0.1569 (0.1622)  loss_bbox_dn_3: 0.1476 (0.1564)  loss_bbox_dn_4: 0.1471 (0.1550)  loss_bbox_dn_5: 0.1471 (0.1550)  loss_giou: 0.4490 (0.4564)  loss_giou_aux_0: 0.4701 (0.4792)  loss_giou_aux_1: 0.4690 (0.4661)  loss_giou_aux_2: 0.4615 (0.4615)  loss_giou_aux_3: 0.4465 (0.4580)  loss_giou_aux_4: 0.4481 (0.4565)  loss_giou_aux_5: 0.5320 (0.5399)  loss_giou_dn_0: 0.5711 (0.5555)  loss_giou_dn_1: 0.4591 (0.4469)  loss_giou_dn_2: 0.4193 (0.4156)  loss_giou_dn_3: 0.4116 (0.4073)  loss_giou_dn_4: 0.4107 (0.4051)  loss_giou_dn_5: 0.4107 (0.4053)  loss_vfl: 0.6682 (0.6491)  loss_vfl_aux_0: 0.7594 (0.7425)  loss_vfl_aux_1: 0.7190 (0.6993)  loss_vfl_aux_2: 0.6896 (0.6728)  loss_vfl_aux_3: 0.6713 (0.6605)  loss_vfl_aux_4: 0.6737 (0.6533)  loss_vfl_aux_5: 0.7258 (0.7341)  loss_vfl_dn_0: 0.4439 (0.4432)  loss_vfl_dn_1: 0.3785 (0.3772)  loss_vfl_dn_2: 0.3625 (0.3612)  loss_vfl_dn_3: 0.3527 (0.3542)  loss_vfl_dn_4: 0.3517 (0.3517)  loss_vfl_dn_5: 0.3505 (0.3510)  time: 0.4841  data: 0.0178  max mem: 5654
Epoch: [66]  [2600/7393]  eta: 0:39:27  lr: 0.000010  loss: 15.2078 (15.1539)  loss_bbox: 0.1323 (0.1456)  loss_bbox_aux_0: 0.1403 (0.1581)  loss_bbox_aux_1: 0.1482 (0.1506)  loss_bbox_aux_2: 0.1395 (0.1483)  loss_bbox_aux_3: 0.1370 (0.1464)  loss_bbox_aux_4: 0.1314 (0.1457)  loss_bbox_aux_5: 0.1692 (0.1923)  loss_bbox_dn_0: 0.2243 (0.2505)  loss_bbox_dn_1: 0.1676 (0.1818)  loss_bbox_dn_2: 0.1439 (0.1620)  loss_bbox_dn_3: 0.1318 (0.1562)  loss_bbox_dn_4: 0.1286 (0.1547)  loss_bbox_dn_5: 0.1286 (0.1547)  loss_giou: 0.4421 (0.4562)  loss_giou_aux_0: 0.4743 (0.4792)  loss_giou_aux_1: 0.4674 (0.4660)  loss_giou_aux_2: 0.4581 (0.4614)  loss_giou_aux_3: 0.4473 (0.4579)  loss_giou_aux_4: 0.4431 (0.4564)  loss_giou_aux_5: 0.5383 (0.5398)  loss_giou_dn_0: 0.5577 (0.5557)  loss_giou_dn_1: 0.4466 (0.4470)  loss_giou_dn_2: 0.4182 (0.4157)  loss_giou_dn_3: 0.4125 (0.4073)  loss_giou_dn_4: 0.4117 (0.4052)  loss_giou_dn_5: 0.4117 (0.4054)  loss_vfl: 0.6602 (0.6497)  loss_vfl_aux_0: 0.7428 (0.7430)  loss_vfl_aux_1: 0.6980 (0.6995)  loss_vfl_aux_2: 0.6874 (0.6734)  loss_vfl_aux_3: 0.6792 (0.6610)  loss_vfl_aux_4: 0.6663 (0.6538)  loss_vfl_aux_5: 0.7325 (0.7346)  loss_vfl_dn_0: 0.4440 (0.4432)  loss_vfl_dn_1: 0.3839 (0.3773)  loss_vfl_dn_2: 0.3653 (0.3613)  loss_vfl_dn_3: 0.3594 (0.3542)  loss_vfl_dn_4: 0.3569 (0.3518)  loss_vfl_dn_5: 0.3567 (0.3510)  time: 0.4720  data: 0.0177  max mem: 5654
Epoch: [66]  [2700/7393]  eta: 0:38:35  lr: 0.000010  loss: 15.1717 (15.1553)  loss_bbox: 0.1405 (0.1455)  loss_bbox_aux_0: 0.1471 (0.1580)  loss_bbox_aux_1: 0.1434 (0.1506)  loss_bbox_aux_2: 0.1417 (0.1483)  loss_bbox_aux_3: 0.1413 (0.1463)  loss_bbox_aux_4: 0.1408 (0.1456)  loss_bbox_aux_5: 0.1766 (0.1921)  loss_bbox_dn_0: 0.2213 (0.2502)  loss_bbox_dn_1: 0.1572 (0.1816)  loss_bbox_dn_2: 0.1445 (0.1619)  loss_bbox_dn_3: 0.1436 (0.1561)  loss_bbox_dn_4: 0.1438 (0.1547)  loss_bbox_dn_5: 0.1438 (0.1547)  loss_giou: 0.4573 (0.4564)  loss_giou_aux_0: 0.4885 (0.4793)  loss_giou_aux_1: 0.4733 (0.4662)  loss_giou_aux_2: 0.4623 (0.4616)  loss_giou_aux_3: 0.4572 (0.4581)  loss_giou_aux_4: 0.4579 (0.4566)  loss_giou_aux_5: 0.5472 (0.5400)  loss_giou_dn_0: 0.5547 (0.5558)  loss_giou_dn_1: 0.4538 (0.4472)  loss_giou_dn_2: 0.4239 (0.4159)  loss_giou_dn_3: 0.4149 (0.4075)  loss_giou_dn_4: 0.4128 (0.4054)  loss_giou_dn_5: 0.4128 (0.4056)  loss_vfl: 0.6221 (0.6497)  loss_vfl_aux_0: 0.7202 (0.7428)  loss_vfl_aux_1: 0.6863 (0.6994)  loss_vfl_aux_2: 0.6550 (0.6736)  loss_vfl_aux_3: 0.6431 (0.6611)  loss_vfl_aux_4: 0.6254 (0.6538)  loss_vfl_aux_5: 0.7039 (0.7345)  loss_vfl_dn_0: 0.4388 (0.4432)  loss_vfl_dn_1: 0.3831 (0.3774)  loss_vfl_dn_2: 0.3683 (0.3614)  loss_vfl_dn_3: 0.3619 (0.3543)  loss_vfl_dn_4: 0.3602 (0.3518)  loss_vfl_dn_5: 0.3588 (0.3511)  time: 0.4923  data: 0.0177  max mem: 5654
Epoch: [66]  [2800/7393]  eta: 0:37:45  lr: 0.000010  loss: 15.2292 (15.1607)  loss_bbox: 0.1546 (0.1456)  loss_bbox_aux_0: 0.1651 (0.1580)  loss_bbox_aux_1: 0.1630 (0.1507)  loss_bbox_aux_2: 0.1600 (0.1483)  loss_bbox_aux_3: 0.1578 (0.1464)  loss_bbox_aux_4: 0.1520 (0.1457)  loss_bbox_aux_5: 0.1988 (0.1920)  loss_bbox_dn_0: 0.2597 (0.2501)  loss_bbox_dn_1: 0.1682 (0.1815)  loss_bbox_dn_2: 0.1475 (0.1618)  loss_bbox_dn_3: 0.1461 (0.1560)  loss_bbox_dn_4: 0.1449 (0.1546)  loss_bbox_dn_5: 0.1449 (0.1546)  loss_giou: 0.4753 (0.4571)  loss_giou_aux_0: 0.5113 (0.4799)  loss_giou_aux_1: 0.4938 (0.4669)  loss_giou_aux_2: 0.4879 (0.4622)  loss_giou_aux_3: 0.4789 (0.4588)  loss_giou_aux_4: 0.4753 (0.4573)  loss_giou_aux_5: 0.5657 (0.5405)  loss_giou_dn_0: 0.5738 (0.5562)  loss_giou_dn_1: 0.4556 (0.4476)  loss_giou_dn_2: 0.4348 (0.4163)  loss_giou_dn_3: 0.4307 (0.4080)  loss_giou_dn_4: 0.4275 (0.4058)  loss_giou_dn_5: 0.4279 (0.4060)  loss_vfl: 0.6563 (0.6494)  loss_vfl_aux_0: 0.7418 (0.7427)  loss_vfl_aux_1: 0.6949 (0.6990)  loss_vfl_aux_2: 0.6764 (0.6732)  loss_vfl_aux_3: 0.6661 (0.6607)  loss_vfl_aux_4: 0.6521 (0.6534)  loss_vfl_aux_5: 0.7296 (0.7344)  loss_vfl_dn_0: 0.4472 (0.4433)  loss_vfl_dn_1: 0.3811 (0.3775)  loss_vfl_dn_2: 0.3707 (0.3615)  loss_vfl_dn_3: 0.3633 (0.3544)  loss_vfl_dn_4: 0.3618 (0.3520)  loss_vfl_dn_5: 0.3609 (0.3512)  time: 0.4832  data: 0.0181  max mem: 5654
Epoch: [66]  [2900/7393]  eta: 0:36:54  lr: 0.000010  loss: 14.9144 (15.1608)  loss_bbox: 0.1324 (0.1456)  loss_bbox_aux_0: 0.1428 (0.1581)  loss_bbox_aux_1: 0.1366 (0.1507)  loss_bbox_aux_2: 0.1351 (0.1484)  loss_bbox_aux_3: 0.1345 (0.1465)  loss_bbox_aux_4: 0.1324 (0.1458)  loss_bbox_aux_5: 0.1794 (0.1921)  loss_bbox_dn_0: 0.2016 (0.2501)  loss_bbox_dn_1: 0.1465 (0.1815)  loss_bbox_dn_2: 0.1373 (0.1618)  loss_bbox_dn_3: 0.1349 (0.1560)  loss_bbox_dn_4: 0.1337 (0.1546)  loss_bbox_dn_5: 0.1337 (0.1546)  loss_giou: 0.4488 (0.4570)  loss_giou_aux_0: 0.4862 (0.4799)  loss_giou_aux_1: 0.4633 (0.4668)  loss_giou_aux_2: 0.4597 (0.4622)  loss_giou_aux_3: 0.4622 (0.4587)  loss_giou_aux_4: 0.4519 (0.4572)  loss_giou_aux_5: 0.5419 (0.5404)  loss_giou_dn_0: 0.5454 (0.5561)  loss_giou_dn_1: 0.4481 (0.4475)  loss_giou_dn_2: 0.4210 (0.4161)  loss_giou_dn_3: 0.4153 (0.4078)  loss_giou_dn_4: 0.4150 (0.4057)  loss_giou_dn_5: 0.4154 (0.4059)  loss_vfl: 0.6254 (0.6495)  loss_vfl_aux_0: 0.7250 (0.7428)  loss_vfl_aux_1: 0.7052 (0.6992)  loss_vfl_aux_2: 0.6637 (0.6734)  loss_vfl_aux_3: 0.6450 (0.6607)  loss_vfl_aux_4: 0.6277 (0.6535)  loss_vfl_aux_5: 0.6737 (0.7346)  loss_vfl_dn_0: 0.4364 (0.4433)  loss_vfl_dn_1: 0.3753 (0.3775)  loss_vfl_dn_2: 0.3588 (0.3615)  loss_vfl_dn_3: 0.3538 (0.3544)  loss_vfl_dn_4: 0.3555 (0.3520)  loss_vfl_dn_5: 0.3547 (0.3512)  time: 0.4826  data: 0.0177  max mem: 5654
Epoch: [66]  [3000/7393]  eta: 0:36:27  lr: 0.000010  loss: 14.9388 (15.1631)  loss_bbox: 0.1475 (0.1456)  loss_bbox_aux_0: 0.1672 (0.1580)  loss_bbox_aux_1: 0.1470 (0.1507)  loss_bbox_aux_2: 0.1508 (0.1483)  loss_bbox_aux_3: 0.1502 (0.1465)  loss_bbox_aux_4: 0.1475 (0.1457)  loss_bbox_aux_5: 0.1910 (0.1920)  loss_bbox_dn_0: 0.2570 (0.2500)  loss_bbox_dn_1: 0.1789 (0.1815)  loss_bbox_dn_2: 0.1605 (0.1617)  loss_bbox_dn_3: 0.1627 (0.1560)  loss_bbox_dn_4: 0.1616 (0.1546)  loss_bbox_dn_5: 0.1615 (0.1546)  loss_giou: 0.4108 (0.4573)  loss_giou_aux_0: 0.4457 (0.4801)  loss_giou_aux_1: 0.4230 (0.4671)  loss_giou_aux_2: 0.4249 (0.4624)  loss_giou_aux_3: 0.4234 (0.4590)  loss_giou_aux_4: 0.4175 (0.4574)  loss_giou_aux_5: 0.4934 (0.5406)  loss_giou_dn_0: 0.5467 (0.5563)  loss_giou_dn_1: 0.4309 (0.4478)  loss_giou_dn_2: 0.4069 (0.4164)  loss_giou_dn_3: 0.3922 (0.4081)  loss_giou_dn_4: 0.3884 (0.4060)  loss_giou_dn_5: 0.3885 (0.4062)  loss_vfl: 0.6640 (0.6494)  loss_vfl_aux_0: 0.7201 (0.7428)  loss_vfl_aux_1: 0.7036 (0.6991)  loss_vfl_aux_2: 0.6693 (0.6732)  loss_vfl_aux_3: 0.6657 (0.6604)  loss_vfl_aux_4: 0.6569 (0.6533)  loss_vfl_aux_5: 0.7330 (0.7344)  loss_vfl_dn_0: 0.4453 (0.4433)  loss_vfl_dn_1: 0.3787 (0.3776)  loss_vfl_dn_2: 0.3654 (0.3616)  loss_vfl_dn_3: 0.3570 (0.3545)  loss_vfl_dn_4: 0.3574 (0.3521)  loss_vfl_dn_5: 0.3563 (0.3513)  time: 0.4718  data: 0.0175  max mem: 5654
Epoch: [66]  [3100/7393]  eta: 0:35:43  lr: 0.000010  loss: 15.6924 (15.1665)  loss_bbox: 0.1375 (0.1456)  loss_bbox_aux_0: 0.1603 (0.1582)  loss_bbox_aux_1: 0.1453 (0.1508)  loss_bbox_aux_2: 0.1469 (0.1484)  loss_bbox_aux_3: 0.1394 (0.1465)  loss_bbox_aux_4: 0.1350 (0.1458)  loss_bbox_aux_5: 0.1782 (0.1920)  loss_bbox_dn_0: 0.2414 (0.2500)  loss_bbox_dn_1: 0.1623 (0.1815)  loss_bbox_dn_2: 0.1460 (0.1617)  loss_bbox_dn_3: 0.1391 (0.1560)  loss_bbox_dn_4: 0.1398 (0.1546)  loss_bbox_dn_5: 0.1398 (0.1546)  loss_giou: 0.4136 (0.4576)  loss_giou_aux_0: 0.4368 (0.4804)  loss_giou_aux_1: 0.4279 (0.4675)  loss_giou_aux_2: 0.4265 (0.4628)  loss_giou_aux_3: 0.4155 (0.4594)  loss_giou_aux_4: 0.4126 (0.4578)  loss_giou_aux_5: 0.5031 (0.5408)  loss_giou_dn_0: 0.5536 (0.5565)  loss_giou_dn_1: 0.4326 (0.4480)  loss_giou_dn_2: 0.4060 (0.4167)  loss_giou_dn_3: 0.3933 (0.4084)  loss_giou_dn_4: 0.3913 (0.4062)  loss_giou_dn_5: 0.3916 (0.4064)  loss_vfl: 0.6604 (0.6493)  loss_vfl_aux_0: 0.7728 (0.7427)  loss_vfl_aux_1: 0.7415 (0.6989)  loss_vfl_aux_2: 0.7040 (0.6730)  loss_vfl_aux_3: 0.6677 (0.6603)  loss_vfl_aux_4: 0.6601 (0.6531)  loss_vfl_aux_5: 0.7314 (0.7343)  loss_vfl_dn_0: 0.4474 (0.4433)  loss_vfl_dn_1: 0.3737 (0.3776)  loss_vfl_dn_2: 0.3569 (0.3616)  loss_vfl_dn_3: 0.3502 (0.3546)  loss_vfl_dn_4: 0.3472 (0.3521)  loss_vfl_dn_5: 0.3454 (0.3514)  time: 0.4921  data: 0.0176  max mem: 5654
Epoch: [66]  [3200/7393]  eta: 0:34:52  lr: 0.000010  loss: 15.2921 (15.1675)  loss_bbox: 0.1317 (0.1457)  loss_bbox_aux_0: 0.1520 (0.1582)  loss_bbox_aux_1: 0.1494 (0.1509)  loss_bbox_aux_2: 0.1346 (0.1484)  loss_bbox_aux_3: 0.1313 (0.1465)  loss_bbox_aux_4: 0.1334 (0.1458)  loss_bbox_aux_5: 0.1979 (0.1920)  loss_bbox_dn_0: 0.2235 (0.2499)  loss_bbox_dn_1: 0.1546 (0.1814)  loss_bbox_dn_2: 0.1315 (0.1617)  loss_bbox_dn_3: 0.1267 (0.1559)  loss_bbox_dn_4: 0.1248 (0.1545)  loss_bbox_dn_5: 0.1249 (0.1545)  loss_giou: 0.4360 (0.4577)  loss_giou_aux_0: 0.4604 (0.4805)  loss_giou_aux_1: 0.4449 (0.4676)  loss_giou_aux_2: 0.4334 (0.4629)  loss_giou_aux_3: 0.4294 (0.4594)  loss_giou_aux_4: 0.4450 (0.4579)  loss_giou_aux_5: 0.5219 (0.5410)  loss_giou_dn_0: 0.5420 (0.5565)  loss_giou_dn_1: 0.4328 (0.4479)  loss_giou_dn_2: 0.4007 (0.4166)  loss_giou_dn_3: 0.3932 (0.4083)  loss_giou_dn_4: 0.3927 (0.4062)  loss_giou_dn_5: 0.3927 (0.4064)  loss_vfl: 0.6428 (0.6494)  loss_vfl_aux_0: 0.7367 (0.7430)  loss_vfl_aux_1: 0.6995 (0.6991)  loss_vfl_aux_2: 0.6597 (0.6732)  loss_vfl_aux_3: 0.6478 (0.6605)  loss_vfl_aux_4: 0.6508 (0.6534)  loss_vfl_aux_5: 0.7018 (0.7344)  loss_vfl_dn_0: 0.4348 (0.4433)  loss_vfl_dn_1: 0.3759 (0.3776)  loss_vfl_dn_2: 0.3524 (0.3616)  loss_vfl_dn_3: 0.3465 (0.3545)  loss_vfl_dn_4: 0.3436 (0.3521)  loss_vfl_dn_5: 0.3415 (0.3513)  time: 0.5047  data: 0.0175  max mem: 5654
Epoch: [66]  [3300/7393]  eta: 0:34:00  lr: 0.000010  loss: 15.3638 (15.1774)  loss_bbox: 0.1448 (0.1458)  loss_bbox_aux_0: 0.1478 (0.1584)  loss_bbox_aux_1: 0.1442 (0.1510)  loss_bbox_aux_2: 0.1459 (0.1485)  loss_bbox_aux_3: 0.1450 (0.1466)  loss_bbox_aux_4: 0.1445 (0.1459)  loss_bbox_aux_5: 0.1824 (0.1922)  loss_bbox_dn_0: 0.2358 (0.2502)  loss_bbox_dn_1: 0.1777 (0.1816)  loss_bbox_dn_2: 0.1572 (0.1619)  loss_bbox_dn_3: 0.1522 (0.1561)  loss_bbox_dn_4: 0.1512 (0.1547)  loss_bbox_dn_5: 0.1513 (0.1547)  loss_giou: 0.4442 (0.4581)  loss_giou_aux_0: 0.4766 (0.4810)  loss_giou_aux_1: 0.4574 (0.4681)  loss_giou_aux_2: 0.4545 (0.4633)  loss_giou_aux_3: 0.4559 (0.4598)  loss_giou_aux_4: 0.4530 (0.4583)  loss_giou_aux_5: 0.5263 (0.5415)  loss_giou_dn_0: 0.5569 (0.5569)  loss_giou_dn_1: 0.4470 (0.4483)  loss_giou_dn_2: 0.4171 (0.4170)  loss_giou_dn_3: 0.4067 (0.4087)  loss_giou_dn_4: 0.4022 (0.4065)  loss_giou_dn_5: 0.4023 (0.4067)  loss_vfl: 0.6445 (0.6497)  loss_vfl_aux_0: 0.7484 (0.7432)  loss_vfl_aux_1: 0.7023 (0.6993)  loss_vfl_aux_2: 0.6992 (0.6737)  loss_vfl_aux_3: 0.6633 (0.6609)  loss_vfl_aux_4: 0.6600 (0.6537)  loss_vfl_aux_5: 0.7286 (0.7345)  loss_vfl_dn_0: 0.4423 (0.4433)  loss_vfl_dn_1: 0.3783 (0.3777)  loss_vfl_dn_2: 0.3637 (0.3617)  loss_vfl_dn_3: 0.3582 (0.3546)  loss_vfl_dn_4: 0.3564 (0.3521)  loss_vfl_dn_5: 0.3554 (0.3514)  time: 0.4829  data: 0.0176  max mem: 5654
Epoch: [66]  [3400/7393]  eta: 0:33:08  lr: 0.000010  loss: 15.2752 (15.1785)  loss_bbox: 0.1375 (0.1458)  loss_bbox_aux_0: 0.1407 (0.1584)  loss_bbox_aux_1: 0.1413 (0.1511)  loss_bbox_aux_2: 0.1368 (0.1485)  loss_bbox_aux_3: 0.1425 (0.1466)  loss_bbox_aux_4: 0.1400 (0.1459)  loss_bbox_aux_5: 0.1705 (0.1922)  loss_bbox_dn_0: 0.2321 (0.2500)  loss_bbox_dn_1: 0.1710 (0.1815)  loss_bbox_dn_2: 0.1484 (0.1617)  loss_bbox_dn_3: 0.1414 (0.1560)  loss_bbox_dn_4: 0.1397 (0.1546)  loss_bbox_dn_5: 0.1397 (0.1546)  loss_giou: 0.4920 (0.4586)  loss_giou_aux_0: 0.5280 (0.4814)  loss_giou_aux_1: 0.5041 (0.4685)  loss_giou_aux_2: 0.5004 (0.4638)  loss_giou_aux_3: 0.5084 (0.4603)  loss_giou_aux_4: 0.4940 (0.4587)  loss_giou_aux_5: 0.5727 (0.5419)  loss_giou_dn_0: 0.5796 (0.5572)  loss_giou_dn_1: 0.4656 (0.4486)  loss_giou_dn_2: 0.4368 (0.4172)  loss_giou_dn_3: 0.4317 (0.4089)  loss_giou_dn_4: 0.4305 (0.4067)  loss_giou_dn_5: 0.4308 (0.4069)  loss_vfl: 0.6188 (0.6494)  loss_vfl_aux_0: 0.6976 (0.7427)  loss_vfl_aux_1: 0.6650 (0.6990)  loss_vfl_aux_2: 0.6358 (0.6733)  loss_vfl_aux_3: 0.6225 (0.6605)  loss_vfl_aux_4: 0.6170 (0.6534)  loss_vfl_aux_5: 0.6930 (0.7339)  loss_vfl_dn_0: 0.4421 (0.4432)  loss_vfl_dn_1: 0.3800 (0.3776)  loss_vfl_dn_2: 0.3612 (0.3616)  loss_vfl_dn_3: 0.3565 (0.3546)  loss_vfl_dn_4: 0.3532 (0.3521)  loss_vfl_dn_5: 0.3532 (0.3514)  time: 0.4809  data: 0.0181  max mem: 5654
Epoch: [66]  [3500/7393]  eta: 0:32:17  lr: 0.000010  loss: 14.9832 (15.1797)  loss_bbox: 0.1431 (0.1458)  loss_bbox_aux_0: 0.1480 (0.1583)  loss_bbox_aux_1: 0.1535 (0.1510)  loss_bbox_aux_2: 0.1471 (0.1485)  loss_bbox_aux_3: 0.1434 (0.1466)  loss_bbox_aux_4: 0.1431 (0.1459)  loss_bbox_aux_5: 0.1906 (0.1921)  loss_bbox_dn_0: 0.2499 (0.2500)  loss_bbox_dn_1: 0.1772 (0.1814)  loss_bbox_dn_2: 0.1583 (0.1617)  loss_bbox_dn_3: 0.1521 (0.1559)  loss_bbox_dn_4: 0.1494 (0.1545)  loss_bbox_dn_5: 0.1495 (0.1545)  loss_giou: 0.4279 (0.4588)  loss_giou_aux_0: 0.4400 (0.4817)  loss_giou_aux_1: 0.4340 (0.4688)  loss_giou_aux_2: 0.4330 (0.4641)  loss_giou_aux_3: 0.4296 (0.4606)  loss_giou_aux_4: 0.4284 (0.4590)  loss_giou_aux_5: 0.4984 (0.5422)  loss_giou_dn_0: 0.5507 (0.5573)  loss_giou_dn_1: 0.4414 (0.4487)  loss_giou_dn_2: 0.4157 (0.4174)  loss_giou_dn_3: 0.4092 (0.4091)  loss_giou_dn_4: 0.4055 (0.4069)  loss_giou_dn_5: 0.4056 (0.4071)  loss_vfl: 0.6260 (0.6493)  loss_vfl_aux_0: 0.7144 (0.7424)  loss_vfl_aux_1: 0.6858 (0.6988)  loss_vfl_aux_2: 0.6475 (0.6730)  loss_vfl_aux_3: 0.6387 (0.6603)  loss_vfl_aux_4: 0.6327 (0.6533)  loss_vfl_aux_5: 0.7211 (0.7338)  loss_vfl_dn_0: 0.4383 (0.4433)  loss_vfl_dn_1: 0.3767 (0.3777)  loss_vfl_dn_2: 0.3638 (0.3617)  loss_vfl_dn_3: 0.3582 (0.3546)  loss_vfl_dn_4: 0.3552 (0.3521)  loss_vfl_dn_5: 0.3549 (0.3514)  time: 0.4868  data: 0.0177  max mem: 5654
Epoch: [66]  [3600/7393]  eta: 0:31:25  lr: 0.000010  loss: 15.8790 (15.1874)  loss_bbox: 0.1338 (0.1459)  loss_bbox_aux_0: 0.1403 (0.1584)  loss_bbox_aux_1: 0.1307 (0.1511)  loss_bbox_aux_2: 0.1300 (0.1486)  loss_bbox_aux_3: 0.1318 (0.1467)  loss_bbox_aux_4: 0.1328 (0.1460)  loss_bbox_aux_5: 0.1736 (0.1922)  loss_bbox_dn_0: 0.2138 (0.2500)  loss_bbox_dn_1: 0.1588 (0.1815)  loss_bbox_dn_2: 0.1425 (0.1617)  loss_bbox_dn_3: 0.1346 (0.1560)  loss_bbox_dn_4: 0.1311 (0.1546)  loss_bbox_dn_5: 0.1311 (0.1546)  loss_giou: 0.4904 (0.4592)  loss_giou_aux_0: 0.4987 (0.4821)  loss_giou_aux_1: 0.5096 (0.4692)  loss_giou_aux_2: 0.5053 (0.4645)  loss_giou_aux_3: 0.4979 (0.4610)  loss_giou_aux_4: 0.4904 (0.4594)  loss_giou_aux_5: 0.5354 (0.5426)  loss_giou_dn_0: 0.5980 (0.5576)  loss_giou_dn_1: 0.4680 (0.4490)  loss_giou_dn_2: 0.4270 (0.4177)  loss_giou_dn_3: 0.4193 (0.4093)  loss_giou_dn_4: 0.4159 (0.4072)  loss_giou_dn_5: 0.4159 (0.4074)  loss_vfl: 0.6040 (0.6495)  loss_vfl_aux_0: 0.7093 (0.7427)  loss_vfl_aux_1: 0.6622 (0.6991)  loss_vfl_aux_2: 0.6502 (0.6732)  loss_vfl_aux_3: 0.6248 (0.6604)  loss_vfl_aux_4: 0.6045 (0.6534)  loss_vfl_aux_5: 0.7149 (0.7341)  loss_vfl_dn_0: 0.4467 (0.4433)  loss_vfl_dn_1: 0.3841 (0.3778)  loss_vfl_dn_2: 0.3674 (0.3617)  loss_vfl_dn_3: 0.3591 (0.3547)  loss_vfl_dn_4: 0.3557 (0.3522)  loss_vfl_dn_5: 0.3546 (0.3515)  time: 0.4759  data: 0.0179  max mem: 5654
Epoch: [66]  [3700/7393]  eta: 0:30:34  lr: 0.000010  loss: 14.9146 (15.1865)  loss_bbox: 0.1269 (0.1459)  loss_bbox_aux_0: 0.1426 (0.1584)  loss_bbox_aux_1: 0.1321 (0.1511)  loss_bbox_aux_2: 0.1279 (0.1487)  loss_bbox_aux_3: 0.1265 (0.1468)  loss_bbox_aux_4: 0.1269 (0.1460)  loss_bbox_aux_5: 0.1773 (0.1922)  loss_bbox_dn_0: 0.2095 (0.2498)  loss_bbox_dn_1: 0.1473 (0.1814)  loss_bbox_dn_2: 0.1313 (0.1616)  loss_bbox_dn_3: 0.1268 (0.1559)  loss_bbox_dn_4: 0.1250 (0.1545)  loss_bbox_dn_5: 0.1251 (0.1545)  loss_giou: 0.4659 (0.4593)  loss_giou_aux_0: 0.4671 (0.4821)  loss_giou_aux_1: 0.4634 (0.4693)  loss_giou_aux_2: 0.4734 (0.4646)  loss_giou_aux_3: 0.4613 (0.4612)  loss_giou_aux_4: 0.4673 (0.4595)  loss_giou_aux_5: 0.5089 (0.5425)  loss_giou_dn_0: 0.5376 (0.5575)  loss_giou_dn_1: 0.4337 (0.4489)  loss_giou_dn_2: 0.4077 (0.4176)  loss_giou_dn_3: 0.3967 (0.4093)  loss_giou_dn_4: 0.3913 (0.4072)  loss_giou_dn_5: 0.3913 (0.4074)  loss_vfl: 0.6247 (0.6494)  loss_vfl_aux_0: 0.7129 (0.7426)  loss_vfl_aux_1: 0.6535 (0.6990)  loss_vfl_aux_2: 0.6438 (0.6731)  loss_vfl_aux_3: 0.6306 (0.6603)  loss_vfl_aux_4: 0.6310 (0.6534)  loss_vfl_aux_5: 0.7095 (0.7342)  loss_vfl_dn_0: 0.4399 (0.4433)  loss_vfl_dn_1: 0.3765 (0.3777)  loss_vfl_dn_2: 0.3614 (0.3617)  loss_vfl_dn_3: 0.3538 (0.3547)  loss_vfl_dn_4: 0.3512 (0.3522)  loss_vfl_dn_5: 0.3505 (0.3515)  time: 0.4818  data: 0.0178  max mem: 5654
Epoch: [66]  [3800/7393]  eta: 0:29:43  lr: 0.000010  loss: 15.1195 (15.1831)  loss_bbox: 0.1490 (0.1460)  loss_bbox_aux_0: 0.1754 (0.1586)  loss_bbox_aux_1: 0.1482 (0.1512)  loss_bbox_aux_2: 0.1463 (0.1488)  loss_bbox_aux_3: 0.1456 (0.1469)  loss_bbox_aux_4: 0.1456 (0.1461)  loss_bbox_aux_5: 0.2050 (0.1923)  loss_bbox_dn_0: 0.2462 (0.2500)  loss_bbox_dn_1: 0.1894 (0.1814)  loss_bbox_dn_2: 0.1648 (0.1617)  loss_bbox_dn_3: 0.1619 (0.1560)  loss_bbox_dn_4: 0.1573 (0.1545)  loss_bbox_dn_5: 0.1573 (0.1546)  loss_giou: 0.4203 (0.4592)  loss_giou_aux_0: 0.4663 (0.4819)  loss_giou_aux_1: 0.4356 (0.4691)  loss_giou_aux_2: 0.4380 (0.4644)  loss_giou_aux_3: 0.4274 (0.4610)  loss_giou_aux_4: 0.4203 (0.4594)  loss_giou_aux_5: 0.5306 (0.5424)  loss_giou_dn_0: 0.5207 (0.5571)  loss_giou_dn_1: 0.4251 (0.4486)  loss_giou_dn_2: 0.3934 (0.4173)  loss_giou_dn_3: 0.3832 (0.4090)  loss_giou_dn_4: 0.3800 (0.4069)  loss_giou_dn_5: 0.3800 (0.4071)  loss_vfl: 0.6299 (0.6492)  loss_vfl_aux_0: 0.7262 (0.7424)  loss_vfl_aux_1: 0.6925 (0.6989)  loss_vfl_aux_2: 0.6695 (0.6729)  loss_vfl_aux_3: 0.6541 (0.6600)  loss_vfl_aux_4: 0.6491 (0.6531)  loss_vfl_aux_5: 0.7195 (0.7341)  loss_vfl_dn_0: 0.4463 (0.4433)  loss_vfl_dn_1: 0.3784 (0.3777)  loss_vfl_dn_2: 0.3634 (0.3617)  loss_vfl_dn_3: 0.3595 (0.3546)  loss_vfl_dn_4: 0.3602 (0.3522)  loss_vfl_dn_5: 0.3581 (0.3514)  time: 0.4770  data: 0.0178  max mem: 5654
Epoch: [66]  [3900/7393]  eta: 0:28:53  lr: 0.000010  loss: 15.4559 (15.1869)  loss_bbox: 0.1423 (0.1461)  loss_bbox_aux_0: 0.1540 (0.1587)  loss_bbox_aux_1: 0.1546 (0.1513)  loss_bbox_aux_2: 0.1457 (0.1489)  loss_bbox_aux_3: 0.1447 (0.1470)  loss_bbox_aux_4: 0.1432 (0.1461)  loss_bbox_aux_5: 0.1786 (0.1924)  loss_bbox_dn_0: 0.2289 (0.2499)  loss_bbox_dn_1: 0.1538 (0.1814)  loss_bbox_dn_2: 0.1425 (0.1617)  loss_bbox_dn_3: 0.1383 (0.1559)  loss_bbox_dn_4: 0.1353 (0.1545)  loss_bbox_dn_5: 0.1353 (0.1545)  loss_giou: 0.4716 (0.4594)  loss_giou_aux_0: 0.4825 (0.4821)  loss_giou_aux_1: 0.4751 (0.4693)  loss_giou_aux_2: 0.4785 (0.4646)  loss_giou_aux_3: 0.4800 (0.4612)  loss_giou_aux_4: 0.4733 (0.4596)  loss_giou_aux_5: 0.5523 (0.5426)  loss_giou_dn_0: 0.5825 (0.5572)  loss_giou_dn_1: 0.4767 (0.4488)  loss_giou_dn_2: 0.4424 (0.4175)  loss_giou_dn_3: 0.4314 (0.4091)  loss_giou_dn_4: 0.4291 (0.4070)  loss_giou_dn_5: 0.4291 (0.4072)  loss_vfl: 0.6304 (0.6493)  loss_vfl_aux_0: 0.7699 (0.7426)  loss_vfl_aux_1: 0.7060 (0.6991)  loss_vfl_aux_2: 0.6625 (0.6732)  loss_vfl_aux_3: 0.6549 (0.6602)  loss_vfl_aux_4: 0.6497 (0.6532)  loss_vfl_aux_5: 0.7339 (0.7342)  loss_vfl_dn_0: 0.4465 (0.4434)  loss_vfl_dn_1: 0.3881 (0.3778)  loss_vfl_dn_2: 0.3708 (0.3618)  loss_vfl_dn_3: 0.3570 (0.3547)  loss_vfl_dn_4: 0.3554 (0.3523)  loss_vfl_dn_5: 0.3517 (0.3515)  time: 0.4883  data: 0.0175  max mem: 5654
Epoch: [66]  [4000/7393]  eta: 0:28:02  lr: 0.000010  loss: 14.8200 (15.1918)  loss_bbox: 0.1236 (0.1461)  loss_bbox_aux_0: 0.1367 (0.1587)  loss_bbox_aux_1: 0.1357 (0.1513)  loss_bbox_aux_2: 0.1334 (0.1489)  loss_bbox_aux_3: 0.1270 (0.1469)  loss_bbox_aux_4: 0.1273 (0.1461)  loss_bbox_aux_5: 0.1677 (0.1924)  loss_bbox_dn_0: 0.2079 (0.2498)  loss_bbox_dn_1: 0.1681 (0.1814)  loss_bbox_dn_2: 0.1478 (0.1616)  loss_bbox_dn_3: 0.1373 (0.1559)  loss_bbox_dn_4: 0.1346 (0.1545)  loss_bbox_dn_5: 0.1346 (0.1545)  loss_giou: 0.4860 (0.4600)  loss_giou_aux_0: 0.4909 (0.4827)  loss_giou_aux_1: 0.4908 (0.4699)  loss_giou_aux_2: 0.4817 (0.4651)  loss_giou_aux_3: 0.4836 (0.4618)  loss_giou_aux_4: 0.4838 (0.4601)  loss_giou_aux_5: 0.5652 (0.5433)  loss_giou_dn_0: 0.5202 (0.5574)  loss_giou_dn_1: 0.4399 (0.4491)  loss_giou_dn_2: 0.4018 (0.4177)  loss_giou_dn_3: 0.3990 (0.4094)  loss_giou_dn_4: 0.3946 (0.4073)  loss_giou_dn_5: 0.3948 (0.4075)  loss_vfl: 0.6283 (0.6492)  loss_vfl_aux_0: 0.7349 (0.7425)  loss_vfl_aux_1: 0.6724 (0.6989)  loss_vfl_aux_2: 0.6479 (0.6731)  loss_vfl_aux_3: 0.6372 (0.6603)  loss_vfl_aux_4: 0.6265 (0.6532)  loss_vfl_aux_5: 0.7178 (0.7339)  loss_vfl_dn_0: 0.4383 (0.4434)  loss_vfl_dn_1: 0.3694 (0.3778)  loss_vfl_dn_2: 0.3561 (0.3618)  loss_vfl_dn_3: 0.3477 (0.3547)  loss_vfl_dn_4: 0.3446 (0.3523)  loss_vfl_dn_5: 0.3450 (0.3515)  time: 0.4768  data: 0.0177  max mem: 5654
Epoch: [66]  [4100/7393]  eta: 0:27:17  lr: 0.000010  loss: 15.0830 (15.1890)  loss_bbox: 0.1307 (0.1459)  loss_bbox_aux_0: 0.1478 (0.1586)  loss_bbox_aux_1: 0.1389 (0.1513)  loss_bbox_aux_2: 0.1312 (0.1487)  loss_bbox_aux_3: 0.1343 (0.1468)  loss_bbox_aux_4: 0.1291 (0.1460)  loss_bbox_aux_5: 0.1804 (0.1923)  loss_bbox_dn_0: 0.2342 (0.2498)  loss_bbox_dn_1: 0.1682 (0.1813)  loss_bbox_dn_2: 0.1419 (0.1616)  loss_bbox_dn_3: 0.1378 (0.1559)  loss_bbox_dn_4: 0.1386 (0.1545)  loss_bbox_dn_5: 0.1386 (0.1545)  loss_giou: 0.4542 (0.4598)  loss_giou_aux_0: 0.4849 (0.4826)  loss_giou_aux_1: 0.4717 (0.4697)  loss_giou_aux_2: 0.4505 (0.4649)  loss_giou_aux_3: 0.4629 (0.4616)  loss_giou_aux_4: 0.4539 (0.4599)  loss_giou_aux_5: 0.5380 (0.5432)  loss_giou_dn_0: 0.5590 (0.5573)  loss_giou_dn_1: 0.4508 (0.4490)  loss_giou_dn_2: 0.4229 (0.4176)  loss_giou_dn_3: 0.4155 (0.4093)  loss_giou_dn_4: 0.4138 (0.4072)  loss_giou_dn_5: 0.4137 (0.4074)  loss_vfl: 0.6273 (0.6492)  loss_vfl_aux_0: 0.7084 (0.7424)  loss_vfl_aux_1: 0.6773 (0.6988)  loss_vfl_aux_2: 0.6591 (0.6731)  loss_vfl_aux_3: 0.6447 (0.6603)  loss_vfl_aux_4: 0.6370 (0.6532)  loss_vfl_aux_5: 0.7109 (0.7339)  loss_vfl_dn_0: 0.4436 (0.4435)  loss_vfl_dn_1: 0.3761 (0.3778)  loss_vfl_dn_2: 0.3550 (0.3618)  loss_vfl_dn_3: 0.3458 (0.3547)  loss_vfl_dn_4: 0.3423 (0.3523)  loss_vfl_dn_5: 0.3420 (0.3515)  time: 0.4848  data: 0.0174  max mem: 5654
Epoch: [66]  [4200/7393]  eta: 0:26:26  lr: 0.000010  loss: 15.3977 (15.1840)  loss_bbox: 0.1369 (0.1461)  loss_bbox_aux_0: 0.1442 (0.1587)  loss_bbox_aux_1: 0.1437 (0.1514)  loss_bbox_aux_2: 0.1497 (0.1489)  loss_bbox_aux_3: 0.1358 (0.1469)  loss_bbox_aux_4: 0.1368 (0.1461)  loss_bbox_aux_5: 0.1960 (0.1926)  loss_bbox_dn_0: 0.2340 (0.2501)  loss_bbox_dn_1: 0.1609 (0.1815)  loss_bbox_dn_2: 0.1426 (0.1617)  loss_bbox_dn_3: 0.1395 (0.1560)  loss_bbox_dn_4: 0.1389 (0.1546)  loss_bbox_dn_5: 0.1389 (0.1546)  loss_giou: 0.4582 (0.4594)  loss_giou_aux_0: 0.4790 (0.4822)  loss_giou_aux_1: 0.4675 (0.4694)  loss_giou_aux_2: 0.4598 (0.4646)  loss_giou_aux_3: 0.4605 (0.4612)  loss_giou_aux_4: 0.4579 (0.4595)  loss_giou_aux_5: 0.5425 (0.5428)  loss_giou_dn_0: 0.5607 (0.5570)  loss_giou_dn_1: 0.4493 (0.4486)  loss_giou_dn_2: 0.4083 (0.4172)  loss_giou_dn_3: 0.4015 (0.4089)  loss_giou_dn_4: 0.3976 (0.4068)  loss_giou_dn_5: 0.3977 (0.4070)  loss_vfl: 0.6668 (0.6490)  loss_vfl_aux_0: 0.7493 (0.7424)  loss_vfl_aux_1: 0.7135 (0.6986)  loss_vfl_aux_2: 0.6809 (0.6728)  loss_vfl_aux_3: 0.6860 (0.6602)  loss_vfl_aux_4: 0.6642 (0.6531)  loss_vfl_aux_5: 0.7170 (0.7338)  loss_vfl_dn_0: 0.4417 (0.4434)  loss_vfl_dn_1: 0.3826 (0.3776)  loss_vfl_dn_2: 0.3683 (0.3616)  loss_vfl_dn_3: 0.3594 (0.3546)  loss_vfl_dn_4: 0.3598 (0.3521)  loss_vfl_dn_5: 0.3589 (0.3514)  time: 0.4935  data: 0.0177  max mem: 5654
Epoch: [66]  [4300/7393]  eta: 0:25:35  lr: 0.000010  loss: 15.2716 (15.1831)  loss_bbox: 0.1340 (0.1461)  loss_bbox_aux_0: 0.1499 (0.1587)  loss_bbox_aux_1: 0.1468 (0.1515)  loss_bbox_aux_2: 0.1407 (0.1490)  loss_bbox_aux_3: 0.1420 (0.1470)  loss_bbox_aux_4: 0.1315 (0.1462)  loss_bbox_aux_5: 0.1836 (0.1927)  loss_bbox_dn_0: 0.2473 (0.2503)  loss_bbox_dn_1: 0.1937 (0.1817)  loss_bbox_dn_2: 0.1672 (0.1618)  loss_bbox_dn_3: 0.1599 (0.1561)  loss_bbox_dn_4: 0.1608 (0.1547)  loss_bbox_dn_5: 0.1609 (0.1547)  loss_giou: 0.4464 (0.4592)  loss_giou_aux_0: 0.4744 (0.4818)  loss_giou_aux_1: 0.4710 (0.4691)  loss_giou_aux_2: 0.4517 (0.4644)  loss_giou_aux_3: 0.4575 (0.4609)  loss_giou_aux_4: 0.4554 (0.4593)  loss_giou_aux_5: 0.5496 (0.5425)  loss_giou_dn_0: 0.5641 (0.5568)  loss_giou_dn_1: 0.4558 (0.4484)  loss_giou_dn_2: 0.4262 (0.4171)  loss_giou_dn_3: 0.4225 (0.4088)  loss_giou_dn_4: 0.4193 (0.4066)  loss_giou_dn_5: 0.4196 (0.4068)  loss_vfl: 0.6423 (0.6491)  loss_vfl_aux_0: 0.7382 (0.7425)  loss_vfl_aux_1: 0.6648 (0.6985)  loss_vfl_aux_2: 0.6555 (0.6729)  loss_vfl_aux_3: 0.6505 (0.6603)  loss_vfl_aux_4: 0.6461 (0.6532)  loss_vfl_aux_5: 0.6966 (0.7339)  loss_vfl_dn_0: 0.4418 (0.4434)  loss_vfl_dn_1: 0.3809 (0.3776)  loss_vfl_dn_2: 0.3688 (0.3616)  loss_vfl_dn_3: 0.3577 (0.3545)  loss_vfl_dn_4: 0.3533 (0.3521)  loss_vfl_dn_5: 0.3542 (0.3513)  time: 0.4724  data: 0.0177  max mem: 5654
Epoch: [66]  [4400/7393]  eta: 0:24:44  lr: 0.000010  loss: 15.1188 (15.1790)  loss_bbox: 0.1438 (0.1460)  loss_bbox_aux_0: 0.1609 (0.1586)  loss_bbox_aux_1: 0.1504 (0.1514)  loss_bbox_aux_2: 0.1466 (0.1488)  loss_bbox_aux_3: 0.1483 (0.1468)  loss_bbox_aux_4: 0.1444 (0.1460)  loss_bbox_aux_5: 0.2058 (0.1925)  loss_bbox_dn_0: 0.2688 (0.2502)  loss_bbox_dn_1: 0.1713 (0.1815)  loss_bbox_dn_2: 0.1618 (0.1617)  loss_bbox_dn_3: 0.1541 (0.1559)  loss_bbox_dn_4: 0.1516 (0.1545)  loss_bbox_dn_5: 0.1519 (0.1545)  loss_giou: 0.4272 (0.4590)  loss_giou_aux_0: 0.4478 (0.4817)  loss_giou_aux_1: 0.4334 (0.4690)  loss_giou_aux_2: 0.4255 (0.4642)  loss_giou_aux_3: 0.4273 (0.4608)  loss_giou_aux_4: 0.4275 (0.4591)  loss_giou_aux_5: 0.5019 (0.5423)  loss_giou_dn_0: 0.5562 (0.5568)  loss_giou_dn_1: 0.4443 (0.4484)  loss_giou_dn_2: 0.4082 (0.4170)  loss_giou_dn_3: 0.3968 (0.4087)  loss_giou_dn_4: 0.3909 (0.4065)  loss_giou_dn_5: 0.3910 (0.4067)  loss_vfl: 0.6351 (0.6490)  loss_vfl_aux_0: 0.7118 (0.7424)  loss_vfl_aux_1: 0.6692 (0.6984)  loss_vfl_aux_2: 0.6359 (0.6728)  loss_vfl_aux_3: 0.6306 (0.6602)  loss_vfl_aux_4: 0.6289 (0.6531)  loss_vfl_aux_5: 0.7254 (0.7338)  loss_vfl_dn_0: 0.4402 (0.4434)  loss_vfl_dn_1: 0.3761 (0.3776)  loss_vfl_dn_2: 0.3541 (0.3616)  loss_vfl_dn_3: 0.3496 (0.3545)  loss_vfl_dn_4: 0.3482 (0.3521)  loss_vfl_dn_5: 0.3476 (0.3513)  time: 0.4749  data: 0.0177  max mem: 5654
Epoch: [66]  [4500/7393]  eta: 0:23:54  lr: 0.000010  loss: 15.2119 (15.1792)  loss_bbox: 0.1269 (0.1459)  loss_bbox_aux_0: 0.1392 (0.1586)  loss_bbox_aux_1: 0.1337 (0.1514)  loss_bbox_aux_2: 0.1280 (0.1488)  loss_bbox_aux_3: 0.1265 (0.1468)  loss_bbox_aux_4: 0.1293 (0.1459)  loss_bbox_aux_5: 0.1784 (0.1925)  loss_bbox_dn_0: 0.2307 (0.2502)  loss_bbox_dn_1: 0.1635 (0.1815)  loss_bbox_dn_2: 0.1448 (0.1617)  loss_bbox_dn_3: 0.1420 (0.1559)  loss_bbox_dn_4: 0.1404 (0.1545)  loss_bbox_dn_5: 0.1404 (0.1545)  loss_giou: 0.4583 (0.4589)  loss_giou_aux_0: 0.4899 (0.4816)  loss_giou_aux_1: 0.4658 (0.4689)  loss_giou_aux_2: 0.4517 (0.4641)  loss_giou_aux_3: 0.4511 (0.4607)  loss_giou_aux_4: 0.4523 (0.4590)  loss_giou_aux_5: 0.5401 (0.5422)  loss_giou_dn_0: 0.5627 (0.5568)  loss_giou_dn_1: 0.4585 (0.4483)  loss_giou_dn_2: 0.4224 (0.4169)  loss_giou_dn_3: 0.4116 (0.4086)  loss_giou_dn_4: 0.4100 (0.4064)  loss_giou_dn_5: 0.4099 (0.4066)  loss_vfl: 0.6511 (0.6492)  loss_vfl_aux_0: 0.7367 (0.7428)  loss_vfl_aux_1: 0.6983 (0.6987)  loss_vfl_aux_2: 0.6703 (0.6730)  loss_vfl_aux_3: 0.6588 (0.6604)  loss_vfl_aux_4: 0.6497 (0.6533)  loss_vfl_aux_5: 0.7221 (0.7341)  loss_vfl_dn_0: 0.4463 (0.4434)  loss_vfl_dn_1: 0.3847 (0.3776)  loss_vfl_dn_2: 0.3698 (0.3616)  loss_vfl_dn_3: 0.3632 (0.3545)  loss_vfl_dn_4: 0.3605 (0.3521)  loss_vfl_dn_5: 0.3610 (0.3513)  time: 0.4764  data: 0.0176  max mem: 5654
Epoch: [66]  [4600/7393]  eta: 0:23:04  lr: 0.000010  loss: 15.0113 (15.1786)  loss_bbox: 0.1406 (0.1459)  loss_bbox_aux_0: 0.1532 (0.1586)  loss_bbox_aux_1: 0.1466 (0.1514)  loss_bbox_aux_2: 0.1412 (0.1488)  loss_bbox_aux_3: 0.1456 (0.1468)  loss_bbox_aux_4: 0.1405 (0.1460)  loss_bbox_aux_5: 0.1911 (0.1925)  loss_bbox_dn_0: 0.2500 (0.2504)  loss_bbox_dn_1: 0.1691 (0.1816)  loss_bbox_dn_2: 0.1553 (0.1618)  loss_bbox_dn_3: 0.1498 (0.1560)  loss_bbox_dn_4: 0.1476 (0.1546)  loss_bbox_dn_5: 0.1476 (0.1546)  loss_giou: 0.3745 (0.4587)  loss_giou_aux_0: 0.4160 (0.4814)  loss_giou_aux_1: 0.3941 (0.4687)  loss_giou_aux_2: 0.3663 (0.4639)  loss_giou_aux_3: 0.3774 (0.4604)  loss_giou_aux_4: 0.3741 (0.4588)  loss_giou_aux_5: 0.4782 (0.5420)  loss_giou_dn_0: 0.5252 (0.5566)  loss_giou_dn_1: 0.4124 (0.4481)  loss_giou_dn_2: 0.3872 (0.4167)  loss_giou_dn_3: 0.3813 (0.4084)  loss_giou_dn_4: 0.3766 (0.4063)  loss_giou_dn_5: 0.3763 (0.4065)  loss_vfl: 0.6359 (0.6493)  loss_vfl_aux_0: 0.7542 (0.7429)  loss_vfl_aux_1: 0.6905 (0.6989)  loss_vfl_aux_2: 0.6632 (0.6732)  loss_vfl_aux_3: 0.6485 (0.6605)  loss_vfl_aux_4: 0.6407 (0.6534)  loss_vfl_aux_5: 0.7387 (0.7342)  loss_vfl_dn_0: 0.4444 (0.4434)  loss_vfl_dn_1: 0.3679 (0.3776)  loss_vfl_dn_2: 0.3508 (0.3616)  loss_vfl_dn_3: 0.3434 (0.3545)  loss_vfl_dn_4: 0.3425 (0.3521)  loss_vfl_dn_5: 0.3403 (0.3513)  time: 0.4832  data: 0.0177  max mem: 5654
Epoch: [66]  [4700/7393]  eta: 0:22:14  lr: 0.000010  loss: 15.1779 (15.1812)  loss_bbox: 0.1390 (0.1459)  loss_bbox_aux_0: 0.1560 (0.1586)  loss_bbox_aux_1: 0.1527 (0.1514)  loss_bbox_aux_2: 0.1416 (0.1488)  loss_bbox_aux_3: 0.1363 (0.1468)  loss_bbox_aux_4: 0.1375 (0.1460)  loss_bbox_aux_5: 0.1899 (0.1925)  loss_bbox_dn_0: 0.2595 (0.2502)  loss_bbox_dn_1: 0.1866 (0.1815)  loss_bbox_dn_2: 0.1680 (0.1617)  loss_bbox_dn_3: 0.1613 (0.1559)  loss_bbox_dn_4: 0.1555 (0.1545)  loss_bbox_dn_5: 0.1555 (0.1545)  loss_giou: 0.4358 (0.4590)  loss_giou_aux_0: 0.4601 (0.4817)  loss_giou_aux_1: 0.4362 (0.4690)  loss_giou_aux_2: 0.4357 (0.4642)  loss_giou_aux_3: 0.4413 (0.4607)  loss_giou_aux_4: 0.4396 (0.4591)  loss_giou_aux_5: 0.5314 (0.5423)  loss_giou_dn_0: 0.5635 (0.5567)  loss_giou_dn_1: 0.4506 (0.4483)  loss_giou_dn_2: 0.4218 (0.4169)  loss_giou_dn_3: 0.4074 (0.4086)  loss_giou_dn_4: 0.4046 (0.4065)  loss_giou_dn_5: 0.4046 (0.4067)  loss_vfl: 0.6377 (0.6494)  loss_vfl_aux_0: 0.7504 (0.7427)  loss_vfl_aux_1: 0.6904 (0.6988)  loss_vfl_aux_2: 0.6602 (0.6732)  loss_vfl_aux_3: 0.6441 (0.6605)  loss_vfl_aux_4: 0.6540 (0.6534)  loss_vfl_aux_5: 0.7272 (0.7341)  loss_vfl_dn_0: 0.4431 (0.4434)  loss_vfl_dn_1: 0.3808 (0.3776)  loss_vfl_dn_2: 0.3681 (0.3616)  loss_vfl_dn_3: 0.3593 (0.3545)  loss_vfl_dn_4: 0.3546 (0.3521)  loss_vfl_dn_5: 0.3532 (0.3513)  time: 0.4912  data: 0.0180  max mem: 5654
Epoch: [66]  [4800/7393]  eta: 0:21:24  lr: 0.000010  loss: 15.0226 (15.1826)  loss_bbox: 0.1402 (0.1459)  loss_bbox_aux_0: 0.1542 (0.1587)  loss_bbox_aux_1: 0.1449 (0.1515)  loss_bbox_aux_2: 0.1457 (0.1488)  loss_bbox_aux_3: 0.1447 (0.1468)  loss_bbox_aux_4: 0.1376 (0.1460)  loss_bbox_aux_5: 0.1903 (0.1926)  loss_bbox_dn_0: 0.2313 (0.2501)  loss_bbox_dn_1: 0.1776 (0.1815)  loss_bbox_dn_2: 0.1550 (0.1617)  loss_bbox_dn_3: 0.1435 (0.1559)  loss_bbox_dn_4: 0.1394 (0.1545)  loss_bbox_dn_5: 0.1395 (0.1545)  loss_giou: 0.4415 (0.4593)  loss_giou_aux_0: 0.5079 (0.4822)  loss_giou_aux_1: 0.4532 (0.4695)  loss_giou_aux_2: 0.4616 (0.4646)  loss_giou_aux_3: 0.4507 (0.4611)  loss_giou_aux_4: 0.4373 (0.4595)  loss_giou_aux_5: 0.5347 (0.5427)  loss_giou_dn_0: 0.5216 (0.5569)  loss_giou_dn_1: 0.4373 (0.4484)  loss_giou_dn_2: 0.4094 (0.4171)  loss_giou_dn_3: 0.4005 (0.4087)  loss_giou_dn_4: 0.4007 (0.4066)  loss_giou_dn_5: 0.4004 (0.4068)  loss_vfl: 0.6416 (0.6492)  loss_vfl_aux_0: 0.7001 (0.7422)  loss_vfl_aux_1: 0.6680 (0.6984)  loss_vfl_aux_2: 0.6544 (0.6729)  loss_vfl_aux_3: 0.6399 (0.6604)  loss_vfl_aux_4: 0.6459 (0.6532)  loss_vfl_aux_5: 0.7070 (0.7336)  loss_vfl_dn_0: 0.4388 (0.4434)  loss_vfl_dn_1: 0.3813 (0.3776)  loss_vfl_dn_2: 0.3649 (0.3616)  loss_vfl_dn_3: 0.3542 (0.3546)  loss_vfl_dn_4: 0.3545 (0.3521)  loss_vfl_dn_5: 0.3548 (0.3513)  time: 0.4924  data: 0.0179  max mem: 5654
Epoch: [66]  [4900/7393]  eta: 0:20:34  lr: 0.000010  loss: 15.5046 (15.1820)  loss_bbox: 0.1354 (0.1460)  loss_bbox_aux_0: 0.1458 (0.1587)  loss_bbox_aux_1: 0.1459 (0.1515)  loss_bbox_aux_2: 0.1386 (0.1488)  loss_bbox_aux_3: 0.1365 (0.1468)  loss_bbox_aux_4: 0.1354 (0.1460)  loss_bbox_aux_5: 0.1771 (0.1926)  loss_bbox_dn_0: 0.2234 (0.2502)  loss_bbox_dn_1: 0.1669 (0.1815)  loss_bbox_dn_2: 0.1564 (0.1617)  loss_bbox_dn_3: 0.1495 (0.1559)  loss_bbox_dn_4: 0.1492 (0.1545)  loss_bbox_dn_5: 0.1493 (0.1545)  loss_giou: 0.4611 (0.4592)  loss_giou_aux_0: 0.4900 (0.4821)  loss_giou_aux_1: 0.4706 (0.4694)  loss_giou_aux_2: 0.4649 (0.4644)  loss_giou_aux_3: 0.4600 (0.4609)  loss_giou_aux_4: 0.4604 (0.4593)  loss_giou_aux_5: 0.5527 (0.5426)  loss_giou_dn_0: 0.5719 (0.5568)  loss_giou_dn_1: 0.4584 (0.4483)  loss_giou_dn_2: 0.4267 (0.4169)  loss_giou_dn_3: 0.4220 (0.4086)  loss_giou_dn_4: 0.4206 (0.4065)  loss_giou_dn_5: 0.4206 (0.4067)  loss_vfl: 0.6186 (0.6493)  loss_vfl_aux_0: 0.7078 (0.7423)  loss_vfl_aux_1: 0.6616 (0.6984)  loss_vfl_aux_2: 0.6458 (0.6731)  loss_vfl_aux_3: 0.6407 (0.6606)  loss_vfl_aux_4: 0.6436 (0.6533)  loss_vfl_aux_5: 0.7376 (0.7338)  loss_vfl_dn_0: 0.4387 (0.4434)  loss_vfl_dn_1: 0.3799 (0.3776)  loss_vfl_dn_2: 0.3675 (0.3616)  loss_vfl_dn_3: 0.3603 (0.3546)  loss_vfl_dn_4: 0.3563 (0.3521)  loss_vfl_dn_5: 0.3569 (0.3513)  time: 0.4762  data: 0.0176  max mem: 5654
Epoch: [66]  [5000/7393]  eta: 0:19:44  lr: 0.000010  loss: 15.3141 (15.1798)  loss_bbox: 0.1503 (0.1459)  loss_bbox_aux_0: 0.1583 (0.1588)  loss_bbox_aux_1: 0.1498 (0.1515)  loss_bbox_aux_2: 0.1540 (0.1488)  loss_bbox_aux_3: 0.1472 (0.1468)  loss_bbox_aux_4: 0.1505 (0.1460)  loss_bbox_aux_5: 0.1913 (0.1926)  loss_bbox_dn_0: 0.2435 (0.2502)  loss_bbox_dn_1: 0.1748 (0.1815)  loss_bbox_dn_2: 0.1594 (0.1617)  loss_bbox_dn_3: 0.1580 (0.1560)  loss_bbox_dn_4: 0.1561 (0.1545)  loss_bbox_dn_5: 0.1561 (0.1545)  loss_giou: 0.4679 (0.4589)  loss_giou_aux_0: 0.4848 (0.4819)  loss_giou_aux_1: 0.4715 (0.4692)  loss_giou_aux_2: 0.4742 (0.4642)  loss_giou_aux_3: 0.4683 (0.4607)  loss_giou_aux_4: 0.4641 (0.4591)  loss_giou_aux_5: 0.5488 (0.5424)  loss_giou_dn_0: 0.5696 (0.5567)  loss_giou_dn_1: 0.4616 (0.4482)  loss_giou_dn_2: 0.4362 (0.4169)  loss_giou_dn_3: 0.4261 (0.4086)  loss_giou_dn_4: 0.4244 (0.4064)  loss_giou_dn_5: 0.4249 (0.4066)  loss_vfl: 0.6458 (0.6493)  loss_vfl_aux_0: 0.7172 (0.7421)  loss_vfl_aux_1: 0.6815 (0.6983)  loss_vfl_aux_2: 0.6652 (0.6730)  loss_vfl_aux_3: 0.6582 (0.6605)  loss_vfl_aux_4: 0.6661 (0.6534)  loss_vfl_aux_5: 0.7438 (0.7338)  loss_vfl_dn_0: 0.4424 (0.4433)  loss_vfl_dn_1: 0.3856 (0.3776)  loss_vfl_dn_2: 0.3656 (0.3616)  loss_vfl_dn_3: 0.3594 (0.3545)  loss_vfl_dn_4: 0.3547 (0.3521)  loss_vfl_dn_5: 0.3552 (0.3513)  time: 0.4809  data: 0.0176  max mem: 5654
Epoch: [66]  [5100/7393]  eta: 0:18:53  lr: 0.000010  loss: 15.4036 (15.1794)  loss_bbox: 0.1551 (0.1460)  loss_bbox_aux_0: 0.1704 (0.1589)  loss_bbox_aux_1: 0.1641 (0.1516)  loss_bbox_aux_2: 0.1507 (0.1489)  loss_bbox_aux_3: 0.1559 (0.1469)  loss_bbox_aux_4: 0.1546 (0.1461)  loss_bbox_aux_5: 0.2035 (0.1927)  loss_bbox_dn_0: 0.2581 (0.2504)  loss_bbox_dn_1: 0.1834 (0.1817)  loss_bbox_dn_2: 0.1619 (0.1618)  loss_bbox_dn_3: 0.1574 (0.1561)  loss_bbox_dn_4: 0.1566 (0.1546)  loss_bbox_dn_5: 0.1566 (0.1547)  loss_giou: 0.4590 (0.4587)  loss_giou_aux_0: 0.4622 (0.4817)  loss_giou_aux_1: 0.4611 (0.4690)  loss_giou_aux_2: 0.4654 (0.4640)  loss_giou_aux_3: 0.4621 (0.4605)  loss_giou_aux_4: 0.4589 (0.4589)  loss_giou_aux_5: 0.5346 (0.5423)  loss_giou_dn_0: 0.5631 (0.5566)  loss_giou_dn_1: 0.4408 (0.4482)  loss_giou_dn_2: 0.4050 (0.4168)  loss_giou_dn_3: 0.3924 (0.4085)  loss_giou_dn_4: 0.3907 (0.4063)  loss_giou_dn_5: 0.3903 (0.4065)  loss_vfl: 0.6441 (0.6494)  loss_vfl_aux_0: 0.7369 (0.7422)  loss_vfl_aux_1: 0.6981 (0.6984)  loss_vfl_aux_2: 0.6636 (0.6730)  loss_vfl_aux_3: 0.6403 (0.6605)  loss_vfl_aux_4: 0.6248 (0.6534)  loss_vfl_aux_5: 0.7271 (0.7339)  loss_vfl_dn_0: 0.4444 (0.4433)  loss_vfl_dn_1: 0.3828 (0.3776)  loss_vfl_dn_2: 0.3644 (0.3616)  loss_vfl_dn_3: 0.3576 (0.3545)  loss_vfl_dn_4: 0.3543 (0.3521)  loss_vfl_dn_5: 0.3540 (0.3513)  time: 0.4735  data: 0.0179  max mem: 5654
Epoch: [66]  [5200/7393]  eta: 0:18:03  lr: 0.000010  loss: 15.3937 (15.1859)  loss_bbox: 0.1397 (0.1460)  loss_bbox_aux_0: 0.1573 (0.1589)  loss_bbox_aux_1: 0.1446 (0.1516)  loss_bbox_aux_2: 0.1398 (0.1489)  loss_bbox_aux_3: 0.1391 (0.1469)  loss_bbox_aux_4: 0.1397 (0.1461)  loss_bbox_aux_5: 0.1817 (0.1927)  loss_bbox_dn_0: 0.2468 (0.2504)  loss_bbox_dn_1: 0.1688 (0.1817)  loss_bbox_dn_2: 0.1516 (0.1619)  loss_bbox_dn_3: 0.1504 (0.1561)  loss_bbox_dn_4: 0.1484 (0.1547)  loss_bbox_dn_5: 0.1484 (0.1547)  loss_giou: 0.4563 (0.4590)  loss_giou_aux_0: 0.4611 (0.4820)  loss_giou_aux_1: 0.4658 (0.4692)  loss_giou_aux_2: 0.4530 (0.4643)  loss_giou_aux_3: 0.4610 (0.4608)  loss_giou_aux_4: 0.4561 (0.4592)  loss_giou_aux_5: 0.5280 (0.5425)  loss_giou_dn_0: 0.5693 (0.5569)  loss_giou_dn_1: 0.4577 (0.4484)  loss_giou_dn_2: 0.4174 (0.4170)  loss_giou_dn_3: 0.4092 (0.4087)  loss_giou_dn_4: 0.4098 (0.4066)  loss_giou_dn_5: 0.4110 (0.4068)  loss_vfl: 0.6461 (0.6497)  loss_vfl_aux_0: 0.7541 (0.7425)  loss_vfl_aux_1: 0.7166 (0.6987)  loss_vfl_aux_2: 0.6933 (0.6734)  loss_vfl_aux_3: 0.6743 (0.6609)  loss_vfl_aux_4: 0.6550 (0.6537)  loss_vfl_aux_5: 0.7588 (0.7342)  loss_vfl_dn_0: 0.4457 (0.4434)  loss_vfl_dn_1: 0.3917 (0.3777)  loss_vfl_dn_2: 0.3710 (0.3617)  loss_vfl_dn_3: 0.3616 (0.3546)  loss_vfl_dn_4: 0.3566 (0.3522)  loss_vfl_dn_5: 0.3562 (0.3514)  time: 0.4911  data: 0.0180  max mem: 5654
Epoch: [66]  [5300/7393]  eta: 0:17:13  lr: 0.000010  loss: 15.0952 (15.1836)  loss_bbox: 0.1429 (0.1462)  loss_bbox_aux_0: 0.1618 (0.1590)  loss_bbox_aux_1: 0.1503 (0.1518)  loss_bbox_aux_2: 0.1514 (0.1490)  loss_bbox_aux_3: 0.1482 (0.1471)  loss_bbox_aux_4: 0.1410 (0.1462)  loss_bbox_aux_5: 0.1897 (0.1928)  loss_bbox_dn_0: 0.2552 (0.2507)  loss_bbox_dn_1: 0.1932 (0.1820)  loss_bbox_dn_2: 0.1720 (0.1621)  loss_bbox_dn_3: 0.1659 (0.1563)  loss_bbox_dn_4: 0.1640 (0.1549)  loss_bbox_dn_5: 0.1640 (0.1549)  loss_giou: 0.4278 (0.4586)  loss_giou_aux_0: 0.4470 (0.4816)  loss_giou_aux_1: 0.4498 (0.4689)  loss_giou_aux_2: 0.4316 (0.4639)  loss_giou_aux_3: 0.4315 (0.4604)  loss_giou_aux_4: 0.4276 (0.4588)  loss_giou_aux_5: 0.5387 (0.5420)  loss_giou_dn_0: 0.5426 (0.5565)  loss_giou_dn_1: 0.4328 (0.4481)  loss_giou_dn_2: 0.4066 (0.4167)  loss_giou_dn_3: 0.4022 (0.4084)  loss_giou_dn_4: 0.4012 (0.4062)  loss_giou_dn_5: 0.4016 (0.4064)  loss_vfl: 0.6722 (0.6497)  loss_vfl_aux_0: 0.7607 (0.7426)  loss_vfl_aux_1: 0.7048 (0.6986)  loss_vfl_aux_2: 0.6898 (0.6735)  loss_vfl_aux_3: 0.6799 (0.6608)  loss_vfl_aux_4: 0.6584 (0.6536)  loss_vfl_aux_5: 0.7160 (0.7344)  loss_vfl_dn_0: 0.4433 (0.4434)  loss_vfl_dn_1: 0.3780 (0.3777)  loss_vfl_dn_2: 0.3641 (0.3617)  loss_vfl_dn_3: 0.3530 (0.3546)  loss_vfl_dn_4: 0.3500 (0.3521)  loss_vfl_dn_5: 0.3493 (0.3514)  time: 0.4621  data: 0.0176  max mem: 5654
Epoch: [66]  [5400/7393]  eta: 0:16:23  lr: 0.000010  loss: 14.7254 (15.1815)  loss_bbox: 0.1598 (0.1462)  loss_bbox_aux_0: 0.1714 (0.1590)  loss_bbox_aux_1: 0.1612 (0.1518)  loss_bbox_aux_2: 0.1630 (0.1490)  loss_bbox_aux_3: 0.1600 (0.1471)  loss_bbox_aux_4: 0.1602 (0.1462)  loss_bbox_aux_5: 0.2014 (0.1928)  loss_bbox_dn_0: 0.2880 (0.2507)  loss_bbox_dn_1: 0.1993 (0.1820)  loss_bbox_dn_2: 0.1716 (0.1621)  loss_bbox_dn_3: 0.1676 (0.1563)  loss_bbox_dn_4: 0.1658 (0.1549)  loss_bbox_dn_5: 0.1659 (0.1549)  loss_giou: 0.4359 (0.4586)  loss_giou_aux_0: 0.4874 (0.4816)  loss_giou_aux_1: 0.4674 (0.4689)  loss_giou_aux_2: 0.4410 (0.4639)  loss_giou_aux_3: 0.4575 (0.4604)  loss_giou_aux_4: 0.4336 (0.4588)  loss_giou_aux_5: 0.5220 (0.5420)  loss_giou_dn_0: 0.5501 (0.5564)  loss_giou_dn_1: 0.4407 (0.4480)  loss_giou_dn_2: 0.4079 (0.4166)  loss_giou_dn_3: 0.4005 (0.4083)  loss_giou_dn_4: 0.3969 (0.4061)  loss_giou_dn_5: 0.3975 (0.4063)  loss_vfl: 0.6157 (0.6495)  loss_vfl_aux_0: 0.7309 (0.7425)  loss_vfl_aux_1: 0.6750 (0.6985)  loss_vfl_aux_2: 0.6428 (0.6732)  loss_vfl_aux_3: 0.6418 (0.6606)  loss_vfl_aux_4: 0.6288 (0.6535)  loss_vfl_aux_5: 0.7207 (0.7343)  loss_vfl_dn_0: 0.4463 (0.4434)  loss_vfl_dn_1: 0.3763 (0.3777)  loss_vfl_dn_2: 0.3590 (0.3617)  loss_vfl_dn_3: 0.3548 (0.3546)  loss_vfl_dn_4: 0.3500 (0.3521)  loss_vfl_dn_5: 0.3498 (0.3514)  time: 0.4862  data: 0.0178  max mem: 5654
Epoch: [66]  [5500/7393]  eta: 0:15:34  lr: 0.000010  loss: 14.8844 (15.1799)  loss_bbox: 0.1376 (0.1462)  loss_bbox_aux_0: 0.1401 (0.1590)  loss_bbox_aux_1: 0.1419 (0.1518)  loss_bbox_aux_2: 0.1451 (0.1490)  loss_bbox_aux_3: 0.1384 (0.1471)  loss_bbox_aux_4: 0.1376 (0.1462)  loss_bbox_aux_5: 0.1696 (0.1928)  loss_bbox_dn_0: 0.2401 (0.2508)  loss_bbox_dn_1: 0.1678 (0.1820)  loss_bbox_dn_2: 0.1483 (0.1621)  loss_bbox_dn_3: 0.1437 (0.1563)  loss_bbox_dn_4: 0.1449 (0.1549)  loss_bbox_dn_5: 0.1449 (0.1549)  loss_giou: 0.4296 (0.4584)  loss_giou_aux_0: 0.4480 (0.4814)  loss_giou_aux_1: 0.4424 (0.4687)  loss_giou_aux_2: 0.4377 (0.4636)  loss_giou_aux_3: 0.4295 (0.4602)  loss_giou_aux_4: 0.4282 (0.4585)  loss_giou_aux_5: 0.5035 (0.5418)  loss_giou_dn_0: 0.5417 (0.5563)  loss_giou_dn_1: 0.4197 (0.4479)  loss_giou_dn_2: 0.3932 (0.4165)  loss_giou_dn_3: 0.3810 (0.4082)  loss_giou_dn_4: 0.3806 (0.4060)  loss_giou_dn_5: 0.3811 (0.4062)  loss_vfl: 0.6394 (0.6494)  loss_vfl_aux_0: 0.7201 (0.7424)  loss_vfl_aux_1: 0.6980 (0.6986)  loss_vfl_aux_2: 0.6752 (0.6732)  loss_vfl_aux_3: 0.6536 (0.6606)  loss_vfl_aux_4: 0.6468 (0.6535)  loss_vfl_aux_5: 0.7538 (0.7344)  loss_vfl_dn_0: 0.4468 (0.4435)  loss_vfl_dn_1: 0.3796 (0.3777)  loss_vfl_dn_2: 0.3586 (0.3617)  loss_vfl_dn_3: 0.3503 (0.3546)  loss_vfl_dn_4: 0.3486 (0.3521)  loss_vfl_dn_5: 0.3477 (0.3514)  time: 0.4884  data: 0.0178  max mem: 5654
Epoch: [66]  [5600/7393]  eta: 0:14:44  lr: 0.000010  loss: 14.9895 (15.1789)  loss_bbox: 0.1406 (0.1462)  loss_bbox_aux_0: 0.1485 (0.1590)  loss_bbox_aux_1: 0.1394 (0.1517)  loss_bbox_aux_2: 0.1408 (0.1490)  loss_bbox_aux_3: 0.1402 (0.1470)  loss_bbox_aux_4: 0.1406 (0.1462)  loss_bbox_aux_5: 0.1853 (0.1928)  loss_bbox_dn_0: 0.2269 (0.2506)  loss_bbox_dn_1: 0.1627 (0.1819)  loss_bbox_dn_2: 0.1515 (0.1620)  loss_bbox_dn_3: 0.1441 (0.1562)  loss_bbox_dn_4: 0.1400 (0.1548)  loss_bbox_dn_5: 0.1400 (0.1548)  loss_giou: 0.4428 (0.4585)  loss_giou_aux_0: 0.4694 (0.4815)  loss_giou_aux_1: 0.4476 (0.4688)  loss_giou_aux_2: 0.4468 (0.4637)  loss_giou_aux_3: 0.4465 (0.4603)  loss_giou_aux_4: 0.4460 (0.4586)  loss_giou_aux_5: 0.5322 (0.5418)  loss_giou_dn_0: 0.5333 (0.5564)  loss_giou_dn_1: 0.4287 (0.4479)  loss_giou_dn_2: 0.3972 (0.4165)  loss_giou_dn_3: 0.3878 (0.4082)  loss_giou_dn_4: 0.3855 (0.4060)  loss_giou_dn_5: 0.3855 (0.4062)  loss_vfl: 0.6233 (0.6493)  loss_vfl_aux_0: 0.7284 (0.7424)  loss_vfl_aux_1: 0.6951 (0.6984)  loss_vfl_aux_2: 0.6500 (0.6731)  loss_vfl_aux_3: 0.6386 (0.6605)  loss_vfl_aux_4: 0.6354 (0.6533)  loss_vfl_aux_5: 0.7529 (0.7344)  loss_vfl_dn_0: 0.4476 (0.4435)  loss_vfl_dn_1: 0.3811 (0.3777)  loss_vfl_dn_2: 0.3669 (0.3617)  loss_vfl_dn_3: 0.3589 (0.3546)  loss_vfl_dn_4: 0.3567 (0.3521)  loss_vfl_dn_5: 0.3562 (0.3514)  time: 0.4754  data: 0.0177  max mem: 5654
Epoch: [66]  [5700/7393]  eta: 0:13:54  lr: 0.000010  loss: 15.3782 (15.1812)  loss_bbox: 0.1353 (0.1462)  loss_bbox_aux_0: 0.1516 (0.1590)  loss_bbox_aux_1: 0.1464 (0.1517)  loss_bbox_aux_2: 0.1472 (0.1490)  loss_bbox_aux_3: 0.1427 (0.1470)  loss_bbox_aux_4: 0.1417 (0.1462)  loss_bbox_aux_5: 0.1851 (0.1927)  loss_bbox_dn_0: 0.2591 (0.2507)  loss_bbox_dn_1: 0.1925 (0.1820)  loss_bbox_dn_2: 0.1614 (0.1621)  loss_bbox_dn_3: 0.1556 (0.1563)  loss_bbox_dn_4: 0.1546 (0.1548)  loss_bbox_dn_5: 0.1546 (0.1548)  loss_giou: 0.4321 (0.4586)  loss_giou_aux_0: 0.4460 (0.4816)  loss_giou_aux_1: 0.4389 (0.4689)  loss_giou_aux_2: 0.4395 (0.4638)  loss_giou_aux_3: 0.4373 (0.4603)  loss_giou_aux_4: 0.4333 (0.4588)  loss_giou_aux_5: 0.5198 (0.5420)  loss_giou_dn_0: 0.5614 (0.5565)  loss_giou_dn_1: 0.4504 (0.4480)  loss_giou_dn_2: 0.4061 (0.4166)  loss_giou_dn_3: 0.4027 (0.4083)  loss_giou_dn_4: 0.4017 (0.4061)  loss_giou_dn_5: 0.4020 (0.4063)  loss_vfl: 0.6390 (0.6494)  loss_vfl_aux_0: 0.7238 (0.7423)  loss_vfl_aux_1: 0.6787 (0.6985)  loss_vfl_aux_2: 0.6582 (0.6732)  loss_vfl_aux_3: 0.6522 (0.6606)  loss_vfl_aux_4: 0.6328 (0.6534)  loss_vfl_aux_5: 0.7190 (0.7344)  loss_vfl_dn_0: 0.4325 (0.4435)  loss_vfl_dn_1: 0.3805 (0.3777)  loss_vfl_dn_2: 0.3634 (0.3617)  loss_vfl_dn_3: 0.3569 (0.3546)  loss_vfl_dn_4: 0.3537 (0.3521)  loss_vfl_dn_5: 0.3530 (0.3514)  time: 0.4710  data: 0.0177  max mem: 5654
Epoch: [66]  [5800/7393]  eta: 0:13:05  lr: 0.000010  loss: 15.2735 (15.1839)  loss_bbox: 0.1526 (0.1463)  loss_bbox_aux_0: 0.1553 (0.1591)  loss_bbox_aux_1: 0.1473 (0.1518)  loss_bbox_aux_2: 0.1555 (0.1490)  loss_bbox_aux_3: 0.1551 (0.1471)  loss_bbox_aux_4: 0.1526 (0.1463)  loss_bbox_aux_5: 0.1909 (0.1928)  loss_bbox_dn_0: 0.2569 (0.2507)  loss_bbox_dn_1: 0.1848 (0.1820)  loss_bbox_dn_2: 0.1716 (0.1621)  loss_bbox_dn_3: 0.1644 (0.1563)  loss_bbox_dn_4: 0.1624 (0.1549)  loss_bbox_dn_5: 0.1624 (0.1549)  loss_giou: 0.4495 (0.4589)  loss_giou_aux_0: 0.4812 (0.4819)  loss_giou_aux_1: 0.4694 (0.4692)  loss_giou_aux_2: 0.4672 (0.4641)  loss_giou_aux_3: 0.4571 (0.4606)  loss_giou_aux_4: 0.4496 (0.4591)  loss_giou_aux_5: 0.5271 (0.5422)  loss_giou_dn_0: 0.5303 (0.5567)  loss_giou_dn_1: 0.4310 (0.4482)  loss_giou_dn_2: 0.4097 (0.4168)  loss_giou_dn_3: 0.4032 (0.4085)  loss_giou_dn_4: 0.4023 (0.4063)  loss_giou_dn_5: 0.4023 (0.4065)  loss_vfl: 0.6385 (0.6493)  loss_vfl_aux_0: 0.7250 (0.7421)  loss_vfl_aux_1: 0.6922 (0.6983)  loss_vfl_aux_2: 0.6582 (0.6731)  loss_vfl_aux_3: 0.6522 (0.6605)  loss_vfl_aux_4: 0.6479 (0.6532)  loss_vfl_aux_5: 0.7192 (0.7342)  loss_vfl_dn_0: 0.4314 (0.4434)  loss_vfl_dn_1: 0.3700 (0.3777)  loss_vfl_dn_2: 0.3540 (0.3617)  loss_vfl_dn_3: 0.3458 (0.3546)  loss_vfl_dn_4: 0.3447 (0.3521)  loss_vfl_dn_5: 0.3445 (0.3514)  time: 0.4877  data: 0.0178  max mem: 5654
Epoch: [66]  [5900/7393]  eta: 0:12:19  lr: 0.000010  loss: 14.3824 (15.1831)  loss_bbox: 0.1349 (0.1462)  loss_bbox_aux_0: 0.1467 (0.1591)  loss_bbox_aux_1: 0.1462 (0.1517)  loss_bbox_aux_2: 0.1426 (0.1490)  loss_bbox_aux_3: 0.1367 (0.1470)  loss_bbox_aux_4: 0.1343 (0.1462)  loss_bbox_aux_5: 0.1864 (0.1928)  loss_bbox_dn_0: 0.2309 (0.2507)  loss_bbox_dn_1: 0.1637 (0.1820)  loss_bbox_dn_2: 0.1512 (0.1621)  loss_bbox_dn_3: 0.1382 (0.1563)  loss_bbox_dn_4: 0.1373 (0.1549)  loss_bbox_dn_5: 0.1373 (0.1549)  loss_giou: 0.4119 (0.4587)  loss_giou_aux_0: 0.4228 (0.4817)  loss_giou_aux_1: 0.4256 (0.4690)  loss_giou_aux_2: 0.4207 (0.4639)  loss_giou_aux_3: 0.4163 (0.4605)  loss_giou_aux_4: 0.4121 (0.4589)  loss_giou_aux_5: 0.4882 (0.5421)  loss_giou_dn_0: 0.5103 (0.5567)  loss_giou_dn_1: 0.4151 (0.4482)  loss_giou_dn_2: 0.3950 (0.4168)  loss_giou_dn_3: 0.3886 (0.4084)  loss_giou_dn_4: 0.3888 (0.4063)  loss_giou_dn_5: 0.3889 (0.4064)  loss_vfl: 0.6223 (0.6495)  loss_vfl_aux_0: 0.7355 (0.7422)  loss_vfl_aux_1: 0.6765 (0.6985)  loss_vfl_aux_2: 0.6434 (0.6732)  loss_vfl_aux_3: 0.6378 (0.6607)  loss_vfl_aux_4: 0.6322 (0.6535)  loss_vfl_aux_5: 0.7222 (0.7344)  loss_vfl_dn_0: 0.4398 (0.4434)  loss_vfl_dn_1: 0.3775 (0.3777)  loss_vfl_dn_2: 0.3622 (0.3617)  loss_vfl_dn_3: 0.3551 (0.3546)  loss_vfl_dn_4: 0.3532 (0.3522)  loss_vfl_dn_5: 0.3533 (0.3514)  time: 0.4807  data: 0.0177  max mem: 5654
Epoch: [66]  [6000/7393]  eta: 0:11:30  lr: 0.000010  loss: 14.8547 (15.1826)  loss_bbox: 0.1533 (0.1462)  loss_bbox_aux_0: 0.1696 (0.1591)  loss_bbox_aux_1: 0.1680 (0.1518)  loss_bbox_aux_2: 0.1650 (0.1490)  loss_bbox_aux_3: 0.1598 (0.1470)  loss_bbox_aux_4: 0.1547 (0.1463)  loss_bbox_aux_5: 0.2273 (0.1928)  loss_bbox_dn_0: 0.2844 (0.2509)  loss_bbox_dn_1: 0.1960 (0.1821)  loss_bbox_dn_2: 0.1816 (0.1622)  loss_bbox_dn_3: 0.1780 (0.1564)  loss_bbox_dn_4: 0.1767 (0.1550)  loss_bbox_dn_5: 0.1767 (0.1550)  loss_giou: 0.3990 (0.4585)  loss_giou_aux_0: 0.4502 (0.4815)  loss_giou_aux_1: 0.4269 (0.4688)  loss_giou_aux_2: 0.4152 (0.4637)  loss_giou_aux_3: 0.4166 (0.4602)  loss_giou_aux_4: 0.3984 (0.4586)  loss_giou_aux_5: 0.5068 (0.5419)  loss_giou_dn_0: 0.5431 (0.5565)  loss_giou_dn_1: 0.4381 (0.4480)  loss_giou_dn_2: 0.4088 (0.4166)  loss_giou_dn_3: 0.3990 (0.4083)  loss_giou_dn_4: 0.3967 (0.4061)  loss_giou_dn_5: 0.3969 (0.4063)  loss_vfl: 0.6409 (0.6496)  loss_vfl_aux_0: 0.7230 (0.7423)  loss_vfl_aux_1: 0.6798 (0.6985)  loss_vfl_aux_2: 0.6781 (0.6733)  loss_vfl_aux_3: 0.6586 (0.6608)  loss_vfl_aux_4: 0.6426 (0.6536)  loss_vfl_aux_5: 0.7157 (0.7344)  loss_vfl_dn_0: 0.4417 (0.4435)  loss_vfl_dn_1: 0.3746 (0.3778)  loss_vfl_dn_2: 0.3575 (0.3617)  loss_vfl_dn_3: 0.3450 (0.3546)  loss_vfl_dn_4: 0.3418 (0.3521)  loss_vfl_dn_5: 0.3418 (0.3514)  time: 0.4715  data: 0.0180  max mem: 5654
Epoch: [66]  [6100/7393]  eta: 0:10:40  lr: 0.000010  loss: 14.8961 (15.1833)  loss_bbox: 0.1347 (0.1462)  loss_bbox_aux_0: 0.1474 (0.1591)  loss_bbox_aux_1: 0.1447 (0.1518)  loss_bbox_aux_2: 0.1433 (0.1491)  loss_bbox_aux_3: 0.1408 (0.1470)  loss_bbox_aux_4: 0.1403 (0.1463)  loss_bbox_aux_5: 0.1796 (0.1929)  loss_bbox_dn_0: 0.2409 (0.2510)  loss_bbox_dn_1: 0.1720 (0.1821)  loss_bbox_dn_2: 0.1588 (0.1622)  loss_bbox_dn_3: 0.1516 (0.1564)  loss_bbox_dn_4: 0.1512 (0.1550)  loss_bbox_dn_5: 0.1512 (0.1550)  loss_giou: 0.4420 (0.4584)  loss_giou_aux_0: 0.4651 (0.4815)  loss_giou_aux_1: 0.4449 (0.4688)  loss_giou_aux_2: 0.4512 (0.4636)  loss_giou_aux_3: 0.4427 (0.4602)  loss_giou_aux_4: 0.4330 (0.4585)  loss_giou_aux_5: 0.5222 (0.5418)  loss_giou_dn_0: 0.5551 (0.5565)  loss_giou_dn_1: 0.4276 (0.4480)  loss_giou_dn_2: 0.3933 (0.4165)  loss_giou_dn_3: 0.3845 (0.4082)  loss_giou_dn_4: 0.3814 (0.4061)  loss_giou_dn_5: 0.3813 (0.4063)  loss_vfl: 0.6678 (0.6499)  loss_vfl_aux_0: 0.7594 (0.7424)  loss_vfl_aux_1: 0.6903 (0.6986)  loss_vfl_aux_2: 0.6956 (0.6734)  loss_vfl_aux_3: 0.6813 (0.6611)  loss_vfl_aux_4: 0.6740 (0.6538)  loss_vfl_aux_5: 0.7437 (0.7345)  loss_vfl_dn_0: 0.4423 (0.4435)  loss_vfl_dn_1: 0.3719 (0.3777)  loss_vfl_dn_2: 0.3593 (0.3617)  loss_vfl_dn_3: 0.3511 (0.3546)  loss_vfl_dn_4: 0.3478 (0.3521)  loss_vfl_dn_5: 0.3468 (0.3514)  time: 0.4722  data: 0.0178  max mem: 5654
Epoch: [66]  [6200/7393]  eta: 0:09:50  lr: 0.000010  loss: 14.9342 (15.1808)  loss_bbox: 0.1410 (0.1461)  loss_bbox_aux_0: 0.1593 (0.1591)  loss_bbox_aux_1: 0.1509 (0.1517)  loss_bbox_aux_2: 0.1451 (0.1490)  loss_bbox_aux_3: 0.1415 (0.1470)  loss_bbox_aux_4: 0.1409 (0.1462)  loss_bbox_aux_5: 0.2046 (0.1928)  loss_bbox_dn_0: 0.2320 (0.2509)  loss_bbox_dn_1: 0.1757 (0.1821)  loss_bbox_dn_2: 0.1477 (0.1621)  loss_bbox_dn_3: 0.1419 (0.1564)  loss_bbox_dn_4: 0.1400 (0.1549)  loss_bbox_dn_5: 0.1400 (0.1550)  loss_giou: 0.4915 (0.4582)  loss_giou_aux_0: 0.5136 (0.4814)  loss_giou_aux_1: 0.5079 (0.4686)  loss_giou_aux_2: 0.4916 (0.4635)  loss_giou_aux_3: 0.4975 (0.4600)  loss_giou_aux_4: 0.4913 (0.4584)  loss_giou_aux_5: 0.5726 (0.5417)  loss_giou_dn_0: 0.5741 (0.5565)  loss_giou_dn_1: 0.4633 (0.4480)  loss_giou_dn_2: 0.4273 (0.4165)  loss_giou_dn_3: 0.4143 (0.4082)  loss_giou_dn_4: 0.4100 (0.4060)  loss_giou_dn_5: 0.4099 (0.4062)  loss_vfl: 0.6421 (0.6498)  loss_vfl_aux_0: 0.7466 (0.7421)  loss_vfl_aux_1: 0.7068 (0.6986)  loss_vfl_aux_2: 0.6827 (0.6734)  loss_vfl_aux_3: 0.6525 (0.6610)  loss_vfl_aux_4: 0.6657 (0.6538)  loss_vfl_aux_5: 0.7232 (0.7343)  loss_vfl_dn_0: 0.4442 (0.4435)  loss_vfl_dn_1: 0.3761 (0.3777)  loss_vfl_dn_2: 0.3638 (0.3617)  loss_vfl_dn_3: 0.3570 (0.3546)  loss_vfl_dn_4: 0.3525 (0.3521)  loss_vfl_dn_5: 0.3524 (0.3514)  time: 0.4880  data: 0.0178  max mem: 5654
Epoch: [66]  [6300/7393]  eta: 0:09:01  lr: 0.000010  loss: 15.0979 (15.1782)  loss_bbox: 0.1469 (0.1462)  loss_bbox_aux_0: 0.1612 (0.1591)  loss_bbox_aux_1: 0.1485 (0.1517)  loss_bbox_aux_2: 0.1447 (0.1490)  loss_bbox_aux_3: 0.1436 (0.1470)  loss_bbox_aux_4: 0.1418 (0.1462)  loss_bbox_aux_5: 0.2138 (0.1929)  loss_bbox_dn_0: 0.2630 (0.2510)  loss_bbox_dn_1: 0.1931 (0.1821)  loss_bbox_dn_2: 0.1704 (0.1622)  loss_bbox_dn_3: 0.1610 (0.1564)  loss_bbox_dn_4: 0.1591 (0.1550)  loss_bbox_dn_5: 0.1591 (0.1550)  loss_giou: 0.4234 (0.4580)  loss_giou_aux_0: 0.4365 (0.4811)  loss_giou_aux_1: 0.4234 (0.4683)  loss_giou_aux_2: 0.4172 (0.4632)  loss_giou_aux_3: 0.4206 (0.4597)  loss_giou_aux_4: 0.4116 (0.4581)  loss_giou_aux_5: 0.5043 (0.5415)  loss_giou_dn_0: 0.5308 (0.5563)  loss_giou_dn_1: 0.4187 (0.4478)  loss_giou_dn_2: 0.3790 (0.4163)  loss_giou_dn_3: 0.3710 (0.4080)  loss_giou_dn_4: 0.3700 (0.4058)  loss_giou_dn_5: 0.3700 (0.4060)  loss_vfl: 0.6840 (0.6499)  loss_vfl_aux_0: 0.7668 (0.7422)  loss_vfl_aux_1: 0.7190 (0.6986)  loss_vfl_aux_2: 0.6974 (0.6735)  loss_vfl_aux_3: 0.6889 (0.6611)  loss_vfl_aux_4: 0.6814 (0.6539)  loss_vfl_aux_5: 0.7679 (0.7344)  loss_vfl_dn_0: 0.4452 (0.4434)  loss_vfl_dn_1: 0.3712 (0.3777)  loss_vfl_dn_2: 0.3553 (0.3616)  loss_vfl_dn_3: 0.3482 (0.3546)  loss_vfl_dn_4: 0.3422 (0.3521)  loss_vfl_dn_5: 0.3401 (0.3513)  time: 0.4737  data: 0.0181  max mem: 5654
Epoch: [66]  [6400/7393]  eta: 0:08:11  lr: 0.000010  loss: 14.7118 (15.1767)  loss_bbox: 0.1278 (0.1461)  loss_bbox_aux_0: 0.1429 (0.1591)  loss_bbox_aux_1: 0.1383 (0.1517)  loss_bbox_aux_2: 0.1326 (0.1490)  loss_bbox_aux_3: 0.1319 (0.1469)  loss_bbox_aux_4: 0.1276 (0.1462)  loss_bbox_aux_5: 0.1734 (0.1928)  loss_bbox_dn_0: 0.2158 (0.2509)  loss_bbox_dn_1: 0.1561 (0.1821)  loss_bbox_dn_2: 0.1336 (0.1621)  loss_bbox_dn_3: 0.1296 (0.1564)  loss_bbox_dn_4: 0.1268 (0.1549)  loss_bbox_dn_5: 0.1268 (0.1550)  loss_giou: 0.4665 (0.4578)  loss_giou_aux_0: 0.4853 (0.4810)  loss_giou_aux_1: 0.4667 (0.4682)  loss_giou_aux_2: 0.4717 (0.4631)  loss_giou_aux_3: 0.4713 (0.4596)  loss_giou_aux_4: 0.4675 (0.4580)  loss_giou_aux_5: 0.5347 (0.5413)  loss_giou_dn_0: 0.5571 (0.5562)  loss_giou_dn_1: 0.4400 (0.4476)  loss_giou_dn_2: 0.4109 (0.4162)  loss_giou_dn_3: 0.3985 (0.4079)  loss_giou_dn_4: 0.3954 (0.4057)  loss_giou_dn_5: 0.3956 (0.4059)  loss_vfl: 0.6340 (0.6500)  loss_vfl_aux_0: 0.7191 (0.7423)  loss_vfl_aux_1: 0.6794 (0.6988)  loss_vfl_aux_2: 0.6680 (0.6736)  loss_vfl_aux_3: 0.6399 (0.6612)  loss_vfl_aux_4: 0.6363 (0.6540)  loss_vfl_aux_5: 0.7150 (0.7345)  loss_vfl_dn_0: 0.4437 (0.4434)  loss_vfl_dn_1: 0.3767 (0.3777)  loss_vfl_dn_2: 0.3559 (0.3617)  loss_vfl_dn_3: 0.3502 (0.3546)  loss_vfl_dn_4: 0.3508 (0.3521)  loss_vfl_dn_5: 0.3492 (0.3513)  time: 0.4730  data: 0.0178  max mem: 5654
Epoch: [66]  [6500/7393]  eta: 0:07:21  lr: 0.000010  loss: 15.9947 (15.1771)  loss_bbox: 0.1343 (0.1461)  loss_bbox_aux_0: 0.1516 (0.1591)  loss_bbox_aux_1: 0.1410 (0.1517)  loss_bbox_aux_2: 0.1378 (0.1490)  loss_bbox_aux_3: 0.1362 (0.1470)  loss_bbox_aux_4: 0.1343 (0.1462)  loss_bbox_aux_5: 0.1816 (0.1928)  loss_bbox_dn_0: 0.2275 (0.2509)  loss_bbox_dn_1: 0.1632 (0.1821)  loss_bbox_dn_2: 0.1456 (0.1621)  loss_bbox_dn_3: 0.1431 (0.1564)  loss_bbox_dn_4: 0.1413 (0.1550)  loss_bbox_dn_5: 0.1414 (0.1550)  loss_giou: 0.4716 (0.4578)  loss_giou_aux_0: 0.4943 (0.4810)  loss_giou_aux_1: 0.4795 (0.4682)  loss_giou_aux_2: 0.4768 (0.4631)  loss_giou_aux_3: 0.4749 (0.4596)  loss_giou_aux_4: 0.4771 (0.4580)  loss_giou_aux_5: 0.5606 (0.5413)  loss_giou_dn_0: 0.5714 (0.5562)  loss_giou_dn_1: 0.4651 (0.4476)  loss_giou_dn_2: 0.4360 (0.4162)  loss_giou_dn_3: 0.4311 (0.4078)  loss_giou_dn_4: 0.4310 (0.4057)  loss_giou_dn_5: 0.4311 (0.4059)  loss_vfl: 0.6604 (0.6500)  loss_vfl_aux_0: 0.7413 (0.7423)  loss_vfl_aux_1: 0.7069 (0.6988)  loss_vfl_aux_2: 0.6865 (0.6737)  loss_vfl_aux_3: 0.6711 (0.6612)  loss_vfl_aux_4: 0.6673 (0.6540)  loss_vfl_aux_5: 0.7074 (0.7344)  loss_vfl_dn_0: 0.4451 (0.4434)  loss_vfl_dn_1: 0.3899 (0.3777)  loss_vfl_dn_2: 0.3777 (0.3617)  loss_vfl_dn_3: 0.3696 (0.3546)  loss_vfl_dn_4: 0.3666 (0.3521)  loss_vfl_dn_5: 0.3663 (0.3514)  time: 0.4756  data: 0.0174  max mem: 5654
Epoch: [66]  [6600/7393]  eta: 0:06:32  lr: 0.000010  loss: 14.9180 (15.1751)  loss_bbox: 0.1294 (0.1461)  loss_bbox_aux_0: 0.1439 (0.1591)  loss_bbox_aux_1: 0.1355 (0.1517)  loss_bbox_aux_2: 0.1374 (0.1490)  loss_bbox_aux_3: 0.1316 (0.1469)  loss_bbox_aux_4: 0.1315 (0.1461)  loss_bbox_aux_5: 0.1711 (0.1929)  loss_bbox_dn_0: 0.2145 (0.2509)  loss_bbox_dn_1: 0.1632 (0.1821)  loss_bbox_dn_2: 0.1436 (0.1621)  loss_bbox_dn_3: 0.1441 (0.1564)  loss_bbox_dn_4: 0.1440 (0.1550)  loss_bbox_dn_5: 0.1440 (0.1550)  loss_giou: 0.4469 (0.4576)  loss_giou_aux_0: 0.4649 (0.4808)  loss_giou_aux_1: 0.4616 (0.4680)  loss_giou_aux_2: 0.4500 (0.4629)  loss_giou_aux_3: 0.4449 (0.4594)  loss_giou_aux_4: 0.4464 (0.4578)  loss_giou_aux_5: 0.5126 (0.5412)  loss_giou_dn_0: 0.5401 (0.5560)  loss_giou_dn_1: 0.4447 (0.4475)  loss_giou_dn_2: 0.4134 (0.4160)  loss_giou_dn_3: 0.4070 (0.4077)  loss_giou_dn_4: 0.4036 (0.4056)  loss_giou_dn_5: 0.4046 (0.4058)  loss_vfl: 0.6378 (0.6500)  loss_vfl_aux_0: 0.7182 (0.7424)  loss_vfl_aux_1: 0.7040 (0.6989)  loss_vfl_aux_2: 0.6686 (0.6737)  loss_vfl_aux_3: 0.6491 (0.6612)  loss_vfl_aux_4: 0.6399 (0.6540)  loss_vfl_aux_5: 0.6867 (0.7342)  loss_vfl_dn_0: 0.4385 (0.4434)  loss_vfl_dn_1: 0.3752 (0.3777)  loss_vfl_dn_2: 0.3588 (0.3617)  loss_vfl_dn_3: 0.3543 (0.3546)  loss_vfl_dn_4: 0.3527 (0.3521)  loss_vfl_dn_5: 0.3516 (0.3514)  time: 0.4802  data: 0.0179  max mem: 5654
Epoch: [66]  [6700/7393]  eta: 0:05:42  lr: 0.000010  loss: 14.7884 (15.1752)  loss_bbox: 0.1386 (0.1461)  loss_bbox_aux_0: 0.1494 (0.1591)  loss_bbox_aux_1: 0.1482 (0.1517)  loss_bbox_aux_2: 0.1457 (0.1490)  loss_bbox_aux_3: 0.1432 (0.1469)  loss_bbox_aux_4: 0.1404 (0.1462)  loss_bbox_aux_5: 0.1884 (0.1929)  loss_bbox_dn_0: 0.2552 (0.2510)  loss_bbox_dn_1: 0.1776 (0.1821)  loss_bbox_dn_2: 0.1532 (0.1622)  loss_bbox_dn_3: 0.1427 (0.1564)  loss_bbox_dn_4: 0.1409 (0.1550)  loss_bbox_dn_5: 0.1409 (0.1550)  loss_giou: 0.4564 (0.4576)  loss_giou_aux_0: 0.4753 (0.4808)  loss_giou_aux_1: 0.4751 (0.4679)  loss_giou_aux_2: 0.4632 (0.4628)  loss_giou_aux_3: 0.4598 (0.4594)  loss_giou_aux_4: 0.4501 (0.4578)  loss_giou_aux_5: 0.5375 (0.5412)  loss_giou_dn_0: 0.5429 (0.5560)  loss_giou_dn_1: 0.4477 (0.4474)  loss_giou_dn_2: 0.4135 (0.4160)  loss_giou_dn_3: 0.4065 (0.4077)  loss_giou_dn_4: 0.4047 (0.4055)  loss_giou_dn_5: 0.4049 (0.4057)  loss_vfl: 0.6351 (0.6500)  loss_vfl_aux_0: 0.7356 (0.7424)  loss_vfl_aux_1: 0.6747 (0.6991)  loss_vfl_aux_2: 0.6729 (0.6739)  loss_vfl_aux_3: 0.6595 (0.6613)  loss_vfl_aux_4: 0.6389 (0.6540)  loss_vfl_aux_5: 0.7136 (0.7341)  loss_vfl_dn_0: 0.4414 (0.4435)  loss_vfl_dn_1: 0.3795 (0.3777)  loss_vfl_dn_2: 0.3584 (0.3617)  loss_vfl_dn_3: 0.3486 (0.3546)  loss_vfl_dn_4: 0.3445 (0.3521)  loss_vfl_dn_5: 0.3446 (0.3514)  time: 0.4787  data: 0.0176  max mem: 5654
Epoch: [66]  [6800/7393]  eta: 0:04:53  lr: 0.000010  loss: 15.2595 (15.1740)  loss_bbox: 0.1466 (0.1461)  loss_bbox_aux_0: 0.1578 (0.1591)  loss_bbox_aux_1: 0.1506 (0.1517)  loss_bbox_aux_2: 0.1511 (0.1489)  loss_bbox_aux_3: 0.1485 (0.1469)  loss_bbox_aux_4: 0.1487 (0.1461)  loss_bbox_aux_5: 0.2008 (0.1930)  loss_bbox_dn_0: 0.2376 (0.2510)  loss_bbox_dn_1: 0.1626 (0.1821)  loss_bbox_dn_2: 0.1507 (0.1622)  loss_bbox_dn_3: 0.1404 (0.1564)  loss_bbox_dn_4: 0.1395 (0.1550)  loss_bbox_dn_5: 0.1395 (0.1550)  loss_giou: 0.4444 (0.4575)  loss_giou_aux_0: 0.4674 (0.4807)  loss_giou_aux_1: 0.4474 (0.4678)  loss_giou_aux_2: 0.4467 (0.4627)  loss_giou_aux_3: 0.4455 (0.4592)  loss_giou_aux_4: 0.4430 (0.4576)  loss_giou_aux_5: 0.5217 (0.5411)  loss_giou_dn_0: 0.5476 (0.5559)  loss_giou_dn_1: 0.4334 (0.4473)  loss_giou_dn_2: 0.4039 (0.4159)  loss_giou_dn_3: 0.3946 (0.4076)  loss_giou_dn_4: 0.3929 (0.4054)  loss_giou_dn_5: 0.3930 (0.4056)  loss_vfl: 0.6521 (0.6501)  loss_vfl_aux_0: 0.7519 (0.7424)  loss_vfl_aux_1: 0.7222 (0.6992)  loss_vfl_aux_2: 0.6788 (0.6741)  loss_vfl_aux_3: 0.6643 (0.6614)  loss_vfl_aux_4: 0.6586 (0.6541)  loss_vfl_aux_5: 0.7405 (0.7342)  loss_vfl_dn_0: 0.4496 (0.4434)  loss_vfl_dn_1: 0.3786 (0.3777)  loss_vfl_dn_2: 0.3603 (0.3616)  loss_vfl_dn_3: 0.3494 (0.3545)  loss_vfl_dn_4: 0.3468 (0.3520)  loss_vfl_dn_5: 0.3460 (0.3513)  time: 0.4764  data: 0.0180  max mem: 5654
Epoch: [66]  [6900/7393]  eta: 0:04:03  lr: 0.000010  loss: 15.1719 (15.1754)  loss_bbox: 0.1467 (0.1461)  loss_bbox_aux_0: 0.1655 (0.1591)  loss_bbox_aux_1: 0.1568 (0.1517)  loss_bbox_aux_2: 0.1529 (0.1489)  loss_bbox_aux_3: 0.1536 (0.1469)  loss_bbox_aux_4: 0.1501 (0.1461)  loss_bbox_aux_5: 0.1890 (0.1930)  loss_bbox_dn_0: 0.2444 (0.2510)  loss_bbox_dn_1: 0.1882 (0.1821)  loss_bbox_dn_2: 0.1697 (0.1622)  loss_bbox_dn_3: 0.1630 (0.1564)  loss_bbox_dn_4: 0.1612 (0.1550)  loss_bbox_dn_5: 0.1612 (0.1550)  loss_giou: 0.4628 (0.4577)  loss_giou_aux_0: 0.4947 (0.4809)  loss_giou_aux_1: 0.4726 (0.4680)  loss_giou_aux_2: 0.4678 (0.4629)  loss_giou_aux_3: 0.4687 (0.4594)  loss_giou_aux_4: 0.4672 (0.4578)  loss_giou_aux_5: 0.5649 (0.5413)  loss_giou_dn_0: 0.5276 (0.5560)  loss_giou_dn_1: 0.4314 (0.4474)  loss_giou_dn_2: 0.4038 (0.4160)  loss_giou_dn_3: 0.4044 (0.4077)  loss_giou_dn_4: 0.4066 (0.4055)  loss_giou_dn_5: 0.4112 (0.4057)  loss_vfl: 0.6347 (0.6501)  loss_vfl_aux_0: 0.7508 (0.7424)  loss_vfl_aux_1: 0.6861 (0.6991)  loss_vfl_aux_2: 0.6518 (0.6739)  loss_vfl_aux_3: 0.6538 (0.6613)  loss_vfl_aux_4: 0.6425 (0.6541)  loss_vfl_aux_5: 0.7146 (0.7340)  loss_vfl_dn_0: 0.4355 (0.4434)  loss_vfl_dn_1: 0.3733 (0.3777)  loss_vfl_dn_2: 0.3594 (0.3616)  loss_vfl_dn_3: 0.3528 (0.3545)  loss_vfl_dn_4: 0.3512 (0.3521)  loss_vfl_dn_5: 0.3496 (0.3513)  time: 0.4876  data: 0.0172  max mem: 5654
Epoch: [66]  [7000/7393]  eta: 0:03:14  lr: 0.000010  loss: 14.7880 (15.1729)  loss_bbox: 0.1423 (0.1461)  loss_bbox_aux_0: 0.1559 (0.1591)  loss_bbox_aux_1: 0.1581 (0.1517)  loss_bbox_aux_2: 0.1459 (0.1489)  loss_bbox_aux_3: 0.1459 (0.1469)  loss_bbox_aux_4: 0.1425 (0.1461)  loss_bbox_aux_5: 0.1948 (0.1929)  loss_bbox_dn_0: 0.2278 (0.2509)  loss_bbox_dn_1: 0.1604 (0.1821)  loss_bbox_dn_2: 0.1474 (0.1621)  loss_bbox_dn_3: 0.1402 (0.1563)  loss_bbox_dn_4: 0.1380 (0.1549)  loss_bbox_dn_5: 0.1381 (0.1549)  loss_giou: 0.4162 (0.4576)  loss_giou_aux_0: 0.4585 (0.4807)  loss_giou_aux_1: 0.4489 (0.4679)  loss_giou_aux_2: 0.4334 (0.4628)  loss_giou_aux_3: 0.4280 (0.4593)  loss_giou_aux_4: 0.4290 (0.4577)  loss_giou_aux_5: 0.5073 (0.5411)  loss_giou_dn_0: 0.5255 (0.5559)  loss_giou_dn_1: 0.4355 (0.4474)  loss_giou_dn_2: 0.4054 (0.4159)  loss_giou_dn_3: 0.3978 (0.4076)  loss_giou_dn_4: 0.3954 (0.4054)  loss_giou_dn_5: 0.3955 (0.4056)  loss_vfl: 0.6799 (0.6501)  loss_vfl_aux_0: 0.7528 (0.7422)  loss_vfl_aux_1: 0.7305 (0.6991)  loss_vfl_aux_2: 0.6848 (0.6739)  loss_vfl_aux_3: 0.6854 (0.6612)  loss_vfl_aux_4: 0.6835 (0.6541)  loss_vfl_aux_5: 0.7454 (0.7340)  loss_vfl_dn_0: 0.4449 (0.4434)  loss_vfl_dn_1: 0.3758 (0.3777)  loss_vfl_dn_2: 0.3619 (0.3616)  loss_vfl_dn_3: 0.3543 (0.3545)  loss_vfl_dn_4: 0.3502 (0.3520)  loss_vfl_dn_5: 0.3501 (0.3513)  time: 0.4790  data: 0.0181  max mem: 5654
Epoch: [66]  [7100/7393]  eta: 0:02:24  lr: 0.000010  loss: 15.3923 (15.1734)  loss_bbox: 0.1460 (0.1461)  loss_bbox_aux_0: 0.1559 (0.1591)  loss_bbox_aux_1: 0.1444 (0.1517)  loss_bbox_aux_2: 0.1471 (0.1489)  loss_bbox_aux_3: 0.1440 (0.1469)  loss_bbox_aux_4: 0.1463 (0.1461)  loss_bbox_aux_5: 0.1846 (0.1929)  loss_bbox_dn_0: 0.2214 (0.2508)  loss_bbox_dn_1: 0.1550 (0.1820)  loss_bbox_dn_2: 0.1386 (0.1620)  loss_bbox_dn_3: 0.1332 (0.1563)  loss_bbox_dn_4: 0.1324 (0.1548)  loss_bbox_dn_5: 0.1325 (0.1548)  loss_giou: 0.5166 (0.4578)  loss_giou_aux_0: 0.5359 (0.4809)  loss_giou_aux_1: 0.5124 (0.4681)  loss_giou_aux_2: 0.5144 (0.4630)  loss_giou_aux_3: 0.5128 (0.4595)  loss_giou_aux_4: 0.5129 (0.4579)  loss_giou_aux_5: 0.5927 (0.5412)  loss_giou_dn_0: 0.5922 (0.5559)  loss_giou_dn_1: 0.4829 (0.4474)  loss_giou_dn_2: 0.4481 (0.4160)  loss_giou_dn_3: 0.4378 (0.4077)  loss_giou_dn_4: 0.4346 (0.4055)  loss_giou_dn_5: 0.4349 (0.4057)  loss_vfl: 0.5923 (0.6500)  loss_vfl_aux_0: 0.6939 (0.7421)  loss_vfl_aux_1: 0.6402 (0.6989)  loss_vfl_aux_2: 0.6354 (0.6737)  loss_vfl_aux_3: 0.6111 (0.6611)  loss_vfl_aux_4: 0.6076 (0.6540)  loss_vfl_aux_5: 0.6955 (0.7339)  loss_vfl_dn_0: 0.4378 (0.4434)  loss_vfl_dn_1: 0.3843 (0.3777)  loss_vfl_dn_2: 0.3706 (0.3616)  loss_vfl_dn_3: 0.3614 (0.3545)  loss_vfl_dn_4: 0.3583 (0.3520)  loss_vfl_dn_5: 0.3579 (0.3513)  time: 0.4811  data: 0.0178  max mem: 5654
Epoch: [66]  [7200/7393]  eta: 0:01:35  lr: 0.000010  loss: 15.4877 (15.1730)  loss_bbox: 0.1314 (0.1461)  loss_bbox_aux_0: 0.1425 (0.1591)  loss_bbox_aux_1: 0.1388 (0.1517)  loss_bbox_aux_2: 0.1383 (0.1489)  loss_bbox_aux_3: 0.1364 (0.1469)  loss_bbox_aux_4: 0.1322 (0.1461)  loss_bbox_aux_5: 0.1656 (0.1929)  loss_bbox_dn_0: 0.2032 (0.2508)  loss_bbox_dn_1: 0.1446 (0.1820)  loss_bbox_dn_2: 0.1410 (0.1621)  loss_bbox_dn_3: 0.1399 (0.1563)  loss_bbox_dn_4: 0.1387 (0.1548)  loss_bbox_dn_5: 0.1387 (0.1549)  loss_giou: 0.5029 (0.4577)  loss_giou_aux_0: 0.4927 (0.4808)  loss_giou_aux_1: 0.4854 (0.4680)  loss_giou_aux_2: 0.4875 (0.4629)  loss_giou_aux_3: 0.5051 (0.4594)  loss_giou_aux_4: 0.4857 (0.4579)  loss_giou_aux_5: 0.5912 (0.5412)  loss_giou_dn_0: 0.5795 (0.5559)  loss_giou_dn_1: 0.4661 (0.4474)  loss_giou_dn_2: 0.4342 (0.4159)  loss_giou_dn_3: 0.4312 (0.4076)  loss_giou_dn_4: 0.4324 (0.4055)  loss_giou_dn_5: 0.4336 (0.4057)  loss_vfl: 0.6567 (0.6500)  loss_vfl_aux_0: 0.6984 (0.7421)  loss_vfl_aux_1: 0.6958 (0.6990)  loss_vfl_aux_2: 0.6598 (0.6738)  loss_vfl_aux_3: 0.6470 (0.6612)  loss_vfl_aux_4: 0.6570 (0.6540)  loss_vfl_aux_5: 0.6939 (0.7338)  loss_vfl_dn_0: 0.4409 (0.4434)  loss_vfl_dn_1: 0.3784 (0.3777)  loss_vfl_dn_2: 0.3630 (0.3616)  loss_vfl_dn_3: 0.3580 (0.3545)  loss_vfl_dn_4: 0.3566 (0.3520)  loss_vfl_dn_5: 0.3557 (0.3513)  time: 0.4751  data: 0.0174  max mem: 5654
Epoch: [66]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.7276 (15.1737)  loss_bbox: 0.1454 (0.1461)  loss_bbox_aux_0: 0.1527 (0.1591)  loss_bbox_aux_1: 0.1517 (0.1517)  loss_bbox_aux_2: 0.1495 (0.1490)  loss_bbox_aux_3: 0.1468 (0.1469)  loss_bbox_aux_4: 0.1427 (0.1462)  loss_bbox_aux_5: 0.1801 (0.1929)  loss_bbox_dn_0: 0.2533 (0.2508)  loss_bbox_dn_1: 0.1822 (0.1820)  loss_bbox_dn_2: 0.1654 (0.1621)  loss_bbox_dn_3: 0.1570 (0.1563)  loss_bbox_dn_4: 0.1535 (0.1548)  loss_bbox_dn_5: 0.1536 (0.1549)  loss_giou: 0.4811 (0.4578)  loss_giou_aux_0: 0.4835 (0.4809)  loss_giou_aux_1: 0.4776 (0.4681)  loss_giou_aux_2: 0.4745 (0.4630)  loss_giou_aux_3: 0.4708 (0.4595)  loss_giou_aux_4: 0.4750 (0.4580)  loss_giou_aux_5: 0.5353 (0.5413)  loss_giou_dn_0: 0.5553 (0.5559)  loss_giou_dn_1: 0.4505 (0.4474)  loss_giou_dn_2: 0.4227 (0.4160)  loss_giou_dn_3: 0.4225 (0.4077)  loss_giou_dn_4: 0.4177 (0.4055)  loss_giou_dn_5: 0.4183 (0.4057)  loss_vfl: 0.6494 (0.6500)  loss_vfl_aux_0: 0.7276 (0.7420)  loss_vfl_aux_1: 0.7117 (0.6989)  loss_vfl_aux_2: 0.6753 (0.6737)  loss_vfl_aux_3: 0.6658 (0.6611)  loss_vfl_aux_4: 0.6494 (0.6540)  loss_vfl_aux_5: 0.7068 (0.7338)  loss_vfl_dn_0: 0.4410 (0.4434)  loss_vfl_dn_1: 0.3804 (0.3777)  loss_vfl_dn_2: 0.3653 (0.3616)  loss_vfl_dn_3: 0.3594 (0.3545)  loss_vfl_dn_4: 0.3569 (0.3520)  loss_vfl_dn_5: 0.3560 (0.3513)  time: 0.4649  data: 0.0133  max mem: 5654
Epoch: [66]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.0751 (15.1751)  loss_bbox: 0.1478 (0.1461)  loss_bbox_aux_0: 0.1571 (0.1590)  loss_bbox_aux_1: 0.1559 (0.1517)  loss_bbox_aux_2: 0.1400 (0.1489)  loss_bbox_aux_3: 0.1509 (0.1469)  loss_bbox_aux_4: 0.1466 (0.1461)  loss_bbox_aux_5: 0.1891 (0.1929)  loss_bbox_dn_0: 0.2409 (0.2507)  loss_bbox_dn_1: 0.1757 (0.1819)  loss_bbox_dn_2: 0.1595 (0.1620)  loss_bbox_dn_3: 0.1580 (0.1562)  loss_bbox_dn_4: 0.1567 (0.1548)  loss_bbox_dn_5: 0.1566 (0.1548)  loss_giou: 0.4434 (0.4579)  loss_giou_aux_0: 0.4803 (0.4810)  loss_giou_aux_1: 0.4583 (0.4682)  loss_giou_aux_2: 0.4432 (0.4630)  loss_giou_aux_3: 0.4391 (0.4596)  loss_giou_aux_4: 0.4378 (0.4580)  loss_giou_aux_5: 0.5491 (0.5414)  loss_giou_dn_0: 0.5508 (0.5560)  loss_giou_dn_1: 0.4516 (0.4475)  loss_giou_dn_2: 0.4159 (0.4161)  loss_giou_dn_3: 0.4079 (0.4078)  loss_giou_dn_4: 0.4066 (0.4056)  loss_giou_dn_5: 0.4072 (0.4058)  loss_vfl: 0.6485 (0.6502)  loss_vfl_aux_0: 0.7550 (0.7422)  loss_vfl_aux_1: 0.7122 (0.6990)  loss_vfl_aux_2: 0.6939 (0.6739)  loss_vfl_aux_3: 0.6616 (0.6613)  loss_vfl_aux_4: 0.6639 (0.6542)  loss_vfl_aux_5: 0.7550 (0.7339)  loss_vfl_dn_0: 0.4403 (0.4434)  loss_vfl_dn_1: 0.3802 (0.3777)  loss_vfl_dn_2: 0.3659 (0.3617)  loss_vfl_dn_3: 0.3593 (0.3546)  loss_vfl_dn_4: 0.3558 (0.3521)  loss_vfl_dn_5: 0.3546 (0.3513)  time: 0.4806  data: 0.0134  max mem: 5654
Epoch: [66] Total time: 1:00:53 (0.4942 s / it)
Averaged stats: lr: 0.000010  loss: 15.0751 (15.1751)  loss_bbox: 0.1478 (0.1461)  loss_bbox_aux_0: 0.1571 (0.1590)  loss_bbox_aux_1: 0.1559 (0.1517)  loss_bbox_aux_2: 0.1400 (0.1489)  loss_bbox_aux_3: 0.1509 (0.1469)  loss_bbox_aux_4: 0.1466 (0.1461)  loss_bbox_aux_5: 0.1891 (0.1929)  loss_bbox_dn_0: 0.2409 (0.2507)  loss_bbox_dn_1: 0.1757 (0.1819)  loss_bbox_dn_2: 0.1595 (0.1620)  loss_bbox_dn_3: 0.1580 (0.1562)  loss_bbox_dn_4: 0.1567 (0.1548)  loss_bbox_dn_5: 0.1566 (0.1548)  loss_giou: 0.4434 (0.4579)  loss_giou_aux_0: 0.4803 (0.4810)  loss_giou_aux_1: 0.4583 (0.4682)  loss_giou_aux_2: 0.4432 (0.4630)  loss_giou_aux_3: 0.4391 (0.4596)  loss_giou_aux_4: 0.4378 (0.4580)  loss_giou_aux_5: 0.5491 (0.5414)  loss_giou_dn_0: 0.5508 (0.5560)  loss_giou_dn_1: 0.4516 (0.4475)  loss_giou_dn_2: 0.4159 (0.4161)  loss_giou_dn_3: 0.4079 (0.4078)  loss_giou_dn_4: 0.4066 (0.4056)  loss_giou_dn_5: 0.4072 (0.4058)  loss_vfl: 0.6485 (0.6502)  loss_vfl_aux_0: 0.7550 (0.7422)  loss_vfl_aux_1: 0.7122 (0.6990)  loss_vfl_aux_2: 0.6939 (0.6739)  loss_vfl_aux_3: 0.6616 (0.6613)  loss_vfl_aux_4: 0.6639 (0.6542)  loss_vfl_aux_5: 0.7550 (0.7339)  loss_vfl_dn_0: 0.4403 (0.4434)  loss_vfl_dn_1: 0.3802 (0.3777)  loss_vfl_dn_2: 0.3659 (0.3617)  loss_vfl_dn_3: 0.3593 (0.3546)  loss_vfl_dn_4: 0.3558 (0.3521)  loss_vfl_dn_5: 0.3546 (0.3513)
Test:  [  0/157]  eta: 0:04:22    time: 1.6735  data: 1.2328  max mem: 5654
Test:  [ 10/157]  eta: 0:01:16    time: 0.5179  data: 0.1357  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3964  data: 0.0260  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3913  data: 0.0255  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3908  data: 0.0254  max mem: 5654
Test:  [ 50/157]  eta: 0:00:44    time: 0.3929  data: 0.0253  max mem: 5654
Test:  [ 60/157]  eta: 0:00:40    time: 0.4005  data: 0.0256  max mem: 5654
Test:  [ 70/157]  eta: 0:00:35    time: 0.3944  data: 0.0257  max mem: 5654
Test:  [ 80/157]  eta: 0:00:39    time: 0.7824  data: 0.0252  max mem: 5654
Test:  [ 90/157]  eta: 0:00:33    time: 0.7867  data: 0.0257  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3917  data: 0.0259  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3992  data: 0.0256  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3947  data: 0.0255  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3850  data: 0.0254  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3820  data: 0.0254  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3692  data: 0.0252  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3566  data: 0.0243  max mem: 5654
Test: Total time: 0:01:10 (0.4496 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=32.96s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.531
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.713
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.573
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.356
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.708
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.656
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.722
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.554
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.770
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.885
best_stat:  {'epoch': 62, 'coco_eval_bbox': 0.5319983068652298}
Epoch: [67]  [   0/7393]  eta: 1 day, 4:18:17  lr: 0.000010  loss: 15.3100 (15.3100)  loss_bbox: 0.1315 (0.1315)  loss_bbox_aux_0: 0.1412 (0.1412)  loss_bbox_aux_1: 0.1336 (0.1336)  loss_bbox_aux_2: 0.1325 (0.1325)  loss_bbox_aux_3: 0.1344 (0.1344)  loss_bbox_aux_4: 0.1307 (0.1307)  loss_bbox_aux_5: 0.2044 (0.2044)  loss_bbox_dn_0: 0.2358 (0.2358)  loss_bbox_dn_1: 0.1652 (0.1652)  loss_bbox_dn_2: 0.1360 (0.1360)  loss_bbox_dn_3: 0.1312 (0.1312)  loss_bbox_dn_4: 0.1279 (0.1279)  loss_bbox_dn_5: 0.1279 (0.1279)  loss_giou: 0.4891 (0.4891)  loss_giou_aux_0: 0.5099 (0.5099)  loss_giou_aux_1: 0.4950 (0.4950)  loss_giou_aux_2: 0.4966 (0.4966)  loss_giou_aux_3: 0.4969 (0.4969)  loss_giou_aux_4: 0.4915 (0.4915)  loss_giou_aux_5: 0.5781 (0.5781)  loss_giou_dn_0: 0.5563 (0.5563)  loss_giou_dn_1: 0.4498 (0.4498)  loss_giou_dn_2: 0.4275 (0.4275)  loss_giou_dn_3: 0.4216 (0.4216)  loss_giou_dn_4: 0.4188 (0.4188)  loss_giou_dn_5: 0.4187 (0.4187)  loss_vfl: 0.6610 (0.6610)  loss_vfl_aux_0: 0.7715 (0.7715)  loss_vfl_aux_1: 0.7215 (0.7215)  loss_vfl_aux_2: 0.7009 (0.7009)  loss_vfl_aux_3: 0.6614 (0.6614)  loss_vfl_aux_4: 0.6715 (0.6715)  loss_vfl_aux_5: 0.7341 (0.7341)  loss_vfl_dn_0: 0.4390 (0.4390)  loss_vfl_dn_1: 0.3720 (0.3720)  loss_vfl_dn_2: 0.3557 (0.3557)  loss_vfl_dn_3: 0.3477 (0.3477)  loss_vfl_dn_4: 0.3459 (0.3459)  loss_vfl_dn_5: 0.3456 (0.3456)  time: 13.7829  data: 3.5274  max mem: 5654
Epoch: [67]  [ 100/7393]  eta: 1:17:21  lr: 0.000010  loss: 15.6028 (15.2096)  loss_bbox: 0.1414 (0.1452)  loss_bbox_aux_0: 0.1562 (0.1590)  loss_bbox_aux_1: 0.1531 (0.1513)  loss_bbox_aux_2: 0.1404 (0.1484)  loss_bbox_aux_3: 0.1444 (0.1467)  loss_bbox_aux_4: 0.1432 (0.1457)  loss_bbox_aux_5: 0.1968 (0.1943)  loss_bbox_dn_0: 0.2338 (0.2518)  loss_bbox_dn_1: 0.1671 (0.1841)  loss_bbox_dn_2: 0.1451 (0.1635)  loss_bbox_dn_3: 0.1452 (0.1573)  loss_bbox_dn_4: 0.1462 (0.1559)  loss_bbox_dn_5: 0.1464 (0.1559)  loss_giou: 0.4410 (0.4564)  loss_giou_aux_0: 0.4540 (0.4790)  loss_giou_aux_1: 0.4509 (0.4662)  loss_giou_aux_2: 0.4562 (0.4606)  loss_giou_aux_3: 0.4490 (0.4585)  loss_giou_aux_4: 0.4412 (0.4573)  loss_giou_aux_5: 0.5345 (0.5383)  loss_giou_dn_0: 0.5508 (0.5566)  loss_giou_dn_1: 0.4552 (0.4492)  loss_giou_dn_2: 0.4233 (0.4174)  loss_giou_dn_3: 0.4152 (0.4088)  loss_giou_dn_4: 0.4100 (0.4066)  loss_giou_dn_5: 0.4100 (0.4067)  loss_vfl: 0.6514 (0.6540)  loss_vfl_aux_0: 0.7378 (0.7491)  loss_vfl_aux_1: 0.7128 (0.7050)  loss_vfl_aux_2: 0.6790 (0.6835)  loss_vfl_aux_3: 0.6744 (0.6656)  loss_vfl_aux_4: 0.6533 (0.6571)  loss_vfl_aux_5: 0.7142 (0.7365)  loss_vfl_dn_0: 0.4444 (0.4415)  loss_vfl_dn_1: 0.3853 (0.3768)  loss_vfl_dn_2: 0.3681 (0.3610)  loss_vfl_dn_3: 0.3594 (0.3548)  loss_vfl_dn_4: 0.3586 (0.3525)  loss_vfl_dn_5: 0.3587 (0.3515)  time: 0.5028  data: 0.0144  max mem: 5654
Epoch: [67]  [ 200/7393]  eta: 1:08:13  lr: 0.000010  loss: 15.4489 (15.1925)  loss_bbox: 0.1240 (0.1444)  loss_bbox_aux_0: 0.1405 (0.1584)  loss_bbox_aux_1: 0.1316 (0.1504)  loss_bbox_aux_2: 0.1323 (0.1472)  loss_bbox_aux_3: 0.1301 (0.1458)  loss_bbox_aux_4: 0.1257 (0.1448)  loss_bbox_aux_5: 0.1853 (0.1930)  loss_bbox_dn_0: 0.2520 (0.2503)  loss_bbox_dn_1: 0.1781 (0.1822)  loss_bbox_dn_2: 0.1637 (0.1623)  loss_bbox_dn_3: 0.1569 (0.1562)  loss_bbox_dn_4: 0.1559 (0.1548)  loss_bbox_dn_5: 0.1559 (0.1548)  loss_giou: 0.4502 (0.4620)  loss_giou_aux_0: 0.4856 (0.4858)  loss_giou_aux_1: 0.4677 (0.4716)  loss_giou_aux_2: 0.4597 (0.4663)  loss_giou_aux_3: 0.4596 (0.4636)  loss_giou_aux_4: 0.4523 (0.4628)  loss_giou_aux_5: 0.5486 (0.5460)  loss_giou_dn_0: 0.5604 (0.5597)  loss_giou_dn_1: 0.4557 (0.4518)  loss_giou_dn_2: 0.4267 (0.4201)  loss_giou_dn_3: 0.4148 (0.4117)  loss_giou_dn_4: 0.4092 (0.4096)  loss_giou_dn_5: 0.4094 (0.4097)  loss_vfl: 0.6368 (0.6449)  loss_vfl_aux_0: 0.7213 (0.7378)  loss_vfl_aux_1: 0.6756 (0.6962)  loss_vfl_aux_2: 0.6453 (0.6726)  loss_vfl_aux_3: 0.6280 (0.6569)  loss_vfl_aux_4: 0.6281 (0.6483)  loss_vfl_aux_5: 0.7171 (0.7291)  loss_vfl_dn_0: 0.4401 (0.4430)  loss_vfl_dn_1: 0.3749 (0.3779)  loss_vfl_dn_2: 0.3621 (0.3618)  loss_vfl_dn_3: 0.3566 (0.3549)  loss_vfl_dn_4: 0.3553 (0.3524)  loss_vfl_dn_5: 0.3539 (0.3516)  time: 0.4966  data: 0.0139  max mem: 5654
Epoch: [67]  [ 300/7393]  eta: 1:04:23  lr: 0.000010  loss: 15.2230 (15.2729)  loss_bbox: 0.1359 (0.1443)  loss_bbox_aux_0: 0.1497 (0.1583)  loss_bbox_aux_1: 0.1485 (0.1506)  loss_bbox_aux_2: 0.1406 (0.1471)  loss_bbox_aux_3: 0.1376 (0.1457)  loss_bbox_aux_4: 0.1359 (0.1445)  loss_bbox_aux_5: 0.1873 (0.1928)  loss_bbox_dn_0: 0.2132 (0.2493)  loss_bbox_dn_1: 0.1517 (0.1814)  loss_bbox_dn_2: 0.1378 (0.1611)  loss_bbox_dn_3: 0.1350 (0.1551)  loss_bbox_dn_4: 0.1350 (0.1538)  loss_bbox_dn_5: 0.1351 (0.1538)  loss_giou: 0.4586 (0.4686)  loss_giou_aux_0: 0.4830 (0.4931)  loss_giou_aux_1: 0.4806 (0.4787)  loss_giou_aux_2: 0.4617 (0.4728)  loss_giou_aux_3: 0.4522 (0.4701)  loss_giou_aux_4: 0.4531 (0.4693)  loss_giou_aux_5: 0.5422 (0.5535)  loss_giou_dn_0: 0.5626 (0.5641)  loss_giou_dn_1: 0.4540 (0.4558)  loss_giou_dn_2: 0.4208 (0.4240)  loss_giou_dn_3: 0.4093 (0.4156)  loss_giou_dn_4: 0.4067 (0.4134)  loss_giou_dn_5: 0.4068 (0.4136)  loss_vfl: 0.6277 (0.6469)  loss_vfl_aux_0: 0.7278 (0.7379)  loss_vfl_aux_1: 0.6781 (0.6972)  loss_vfl_aux_2: 0.6610 (0.6755)  loss_vfl_aux_3: 0.6490 (0.6595)  loss_vfl_aux_4: 0.6275 (0.6504)  loss_vfl_aux_5: 0.7410 (0.7309)  loss_vfl_dn_0: 0.4392 (0.4433)  loss_vfl_dn_1: 0.3795 (0.3784)  loss_vfl_dn_2: 0.3648 (0.3623)  loss_vfl_dn_3: 0.3590 (0.3554)  loss_vfl_dn_4: 0.3563 (0.3527)  loss_vfl_dn_5: 0.3554 (0.3519)  time: 0.4850  data: 0.0144  max mem: 5654
Epoch: [67]  [ 400/7393]  eta: 1:01:50  lr: 0.000010  loss: 15.0422 (15.2426)  loss_bbox: 0.1369 (0.1443)  loss_bbox_aux_0: 0.1512 (0.1578)  loss_bbox_aux_1: 0.1463 (0.1502)  loss_bbox_aux_2: 0.1404 (0.1470)  loss_bbox_aux_3: 0.1357 (0.1454)  loss_bbox_aux_4: 0.1365 (0.1446)  loss_bbox_aux_5: 0.1758 (0.1926)  loss_bbox_dn_0: 0.2269 (0.2493)  loss_bbox_dn_1: 0.1633 (0.1810)  loss_bbox_dn_2: 0.1510 (0.1606)  loss_bbox_dn_3: 0.1469 (0.1545)  loss_bbox_dn_4: 0.1470 (0.1532)  loss_bbox_dn_5: 0.1470 (0.1532)  loss_giou: 0.4875 (0.4672)  loss_giou_aux_0: 0.5226 (0.4914)  loss_giou_aux_1: 0.4996 (0.4769)  loss_giou_aux_2: 0.5020 (0.4712)  loss_giou_aux_3: 0.4928 (0.4687)  loss_giou_aux_4: 0.4882 (0.4680)  loss_giou_aux_5: 0.5958 (0.5523)  loss_giou_dn_0: 0.5729 (0.5630)  loss_giou_dn_1: 0.4489 (0.4544)  loss_giou_dn_2: 0.4178 (0.4226)  loss_giou_dn_3: 0.4085 (0.4142)  loss_giou_dn_4: 0.4043 (0.4122)  loss_giou_dn_5: 0.4045 (0.4123)  loss_vfl: 0.6025 (0.6462)  loss_vfl_aux_0: 0.7048 (0.7373)  loss_vfl_aux_1: 0.6564 (0.6971)  loss_vfl_aux_2: 0.6455 (0.6740)  loss_vfl_aux_3: 0.6362 (0.6591)  loss_vfl_aux_4: 0.6176 (0.6495)  loss_vfl_aux_5: 0.7044 (0.7301)  loss_vfl_dn_0: 0.4402 (0.4428)  loss_vfl_dn_1: 0.3777 (0.3779)  loss_vfl_dn_2: 0.3580 (0.3619)  loss_vfl_dn_3: 0.3497 (0.3549)  loss_vfl_dn_4: 0.3480 (0.3523)  loss_vfl_dn_5: 0.3472 (0.3515)  time: 0.4868  data: 0.0145  max mem: 5654
Epoch: [67]  [ 500/7393]  eta: 0:59:44  lr: 0.000010  loss: 15.0345 (15.2558)  loss_bbox: 0.1325 (0.1450)  loss_bbox_aux_0: 0.1440 (0.1583)  loss_bbox_aux_1: 0.1419 (0.1505)  loss_bbox_aux_2: 0.1352 (0.1474)  loss_bbox_aux_3: 0.1331 (0.1459)  loss_bbox_aux_4: 0.1294 (0.1452)  loss_bbox_aux_5: 0.1784 (0.1928)  loss_bbox_dn_0: 0.2331 (0.2494)  loss_bbox_dn_1: 0.1663 (0.1813)  loss_bbox_dn_2: 0.1457 (0.1611)  loss_bbox_dn_3: 0.1362 (0.1551)  loss_bbox_dn_4: 0.1355 (0.1537)  loss_bbox_dn_5: 0.1355 (0.1537)  loss_giou: 0.4066 (0.4662)  loss_giou_aux_0: 0.4332 (0.4902)  loss_giou_aux_1: 0.4149 (0.4760)  loss_giou_aux_2: 0.4137 (0.4704)  loss_giou_aux_3: 0.4087 (0.4678)  loss_giou_aux_4: 0.4083 (0.4669)  loss_giou_aux_5: 0.4911 (0.5515)  loss_giou_dn_0: 0.5319 (0.5619)  loss_giou_dn_1: 0.4303 (0.4534)  loss_giou_dn_2: 0.4039 (0.4215)  loss_giou_dn_3: 0.3958 (0.4132)  loss_giou_dn_4: 0.3914 (0.4110)  loss_giou_dn_5: 0.3914 (0.4112)  loss_vfl: 0.6424 (0.6490)  loss_vfl_aux_0: 0.7425 (0.7406)  loss_vfl_aux_1: 0.6875 (0.6989)  loss_vfl_aux_2: 0.6632 (0.6766)  loss_vfl_aux_3: 0.6654 (0.6620)  loss_vfl_aux_4: 0.6395 (0.6523)  loss_vfl_aux_5: 0.6989 (0.7325)  loss_vfl_dn_0: 0.4403 (0.4433)  loss_vfl_dn_1: 0.3675 (0.3783)  loss_vfl_dn_2: 0.3527 (0.3623)  loss_vfl_dn_3: 0.3378 (0.3551)  loss_vfl_dn_4: 0.3353 (0.3526)  loss_vfl_dn_5: 0.3343 (0.3518)  time: 0.4905  data: 0.0138  max mem: 5654
Epoch: [67]  [ 600/7393]  eta: 0:59:19  lr: 0.000010  loss: 15.0811 (15.2119)  loss_bbox: 0.1401 (0.1447)  loss_bbox_aux_0: 0.1606 (0.1578)  loss_bbox_aux_1: 0.1459 (0.1499)  loss_bbox_aux_2: 0.1459 (0.1469)  loss_bbox_aux_3: 0.1408 (0.1456)  loss_bbox_aux_4: 0.1406 (0.1448)  loss_bbox_aux_5: 0.1858 (0.1919)  loss_bbox_dn_0: 0.2525 (0.2494)  loss_bbox_dn_1: 0.1874 (0.1814)  loss_bbox_dn_2: 0.1626 (0.1611)  loss_bbox_dn_3: 0.1558 (0.1550)  loss_bbox_dn_4: 0.1525 (0.1536)  loss_bbox_dn_5: 0.1524 (0.1536)  loss_giou: 0.4041 (0.4625)  loss_giou_aux_0: 0.4299 (0.4862)  loss_giou_aux_1: 0.4180 (0.4721)  loss_giou_aux_2: 0.4047 (0.4667)  loss_giou_aux_3: 0.3989 (0.4642)  loss_giou_aux_4: 0.3974 (0.4631)  loss_giou_aux_5: 0.5050 (0.5467)  loss_giou_dn_0: 0.5248 (0.5593)  loss_giou_dn_1: 0.4197 (0.4509)  loss_giou_dn_2: 0.3904 (0.4191)  loss_giou_dn_3: 0.3856 (0.4108)  loss_giou_dn_4: 0.3829 (0.4087)  loss_giou_dn_5: 0.3829 (0.4089)  loss_vfl: 0.6846 (0.6486)  loss_vfl_aux_0: 0.7596 (0.7418)  loss_vfl_aux_1: 0.7198 (0.6998)  loss_vfl_aux_2: 0.7079 (0.6764)  loss_vfl_aux_3: 0.6957 (0.6614)  loss_vfl_aux_4: 0.6853 (0.6521)  loss_vfl_aux_5: 0.7277 (0.7350)  loss_vfl_dn_0: 0.4458 (0.4433)  loss_vfl_dn_1: 0.3728 (0.3781)  loss_vfl_dn_2: 0.3566 (0.3620)  loss_vfl_dn_3: 0.3519 (0.3548)  loss_vfl_dn_4: 0.3474 (0.3523)  loss_vfl_dn_5: 0.3466 (0.3515)  time: 0.4685  data: 0.0137  max mem: 5654
Epoch: [67]  [ 700/7393]  eta: 0:57:41  lr: 0.000010  loss: 14.9448 (15.2075)  loss_bbox: 0.1405 (0.1443)  loss_bbox_aux_0: 0.1553 (0.1574)  loss_bbox_aux_1: 0.1458 (0.1494)  loss_bbox_aux_2: 0.1425 (0.1464)  loss_bbox_aux_3: 0.1404 (0.1450)  loss_bbox_aux_4: 0.1440 (0.1445)  loss_bbox_aux_5: 0.1884 (0.1912)  loss_bbox_dn_0: 0.2355 (0.2484)  loss_bbox_dn_1: 0.1710 (0.1805)  loss_bbox_dn_2: 0.1556 (0.1602)  loss_bbox_dn_3: 0.1534 (0.1542)  loss_bbox_dn_4: 0.1510 (0.1528)  loss_bbox_dn_5: 0.1509 (0.1529)  loss_giou: 0.4385 (0.4639)  loss_giou_aux_0: 0.4633 (0.4877)  loss_giou_aux_1: 0.4588 (0.4737)  loss_giou_aux_2: 0.4481 (0.4680)  loss_giou_aux_3: 0.4401 (0.4654)  loss_giou_aux_4: 0.4382 (0.4645)  loss_giou_aux_5: 0.5345 (0.5482)  loss_giou_dn_0: 0.5523 (0.5595)  loss_giou_dn_1: 0.4404 (0.4510)  loss_giou_dn_2: 0.4084 (0.4192)  loss_giou_dn_3: 0.3994 (0.4109)  loss_giou_dn_4: 0.3976 (0.4088)  loss_giou_dn_5: 0.3975 (0.4090)  loss_vfl: 0.6414 (0.6475)  loss_vfl_aux_0: 0.7474 (0.7405)  loss_vfl_aux_1: 0.7065 (0.6988)  loss_vfl_aux_2: 0.6793 (0.6757)  loss_vfl_aux_3: 0.6597 (0.6607)  loss_vfl_aux_4: 0.6384 (0.6510)  loss_vfl_aux_5: 0.7351 (0.7338)  loss_vfl_dn_0: 0.4413 (0.4433)  loss_vfl_dn_1: 0.3776 (0.3781)  loss_vfl_dn_2: 0.3612 (0.3621)  loss_vfl_dn_3: 0.3595 (0.3550)  loss_vfl_dn_4: 0.3578 (0.3524)  loss_vfl_dn_5: 0.3560 (0.3516)  time: 0.4807  data: 0.0137  max mem: 5654
Epoch: [67]  [ 800/7393]  eta: 0:56:21  lr: 0.000010  loss: 15.0503 (15.2040)  loss_bbox: 0.1314 (0.1440)  loss_bbox_aux_0: 0.1461 (0.1571)  loss_bbox_aux_1: 0.1421 (0.1490)  loss_bbox_aux_2: 0.1375 (0.1463)  loss_bbox_aux_3: 0.1351 (0.1449)  loss_bbox_aux_4: 0.1313 (0.1441)  loss_bbox_aux_5: 0.1875 (0.1910)  loss_bbox_dn_0: 0.2299 (0.2480)  loss_bbox_dn_1: 0.1580 (0.1799)  loss_bbox_dn_2: 0.1438 (0.1598)  loss_bbox_dn_3: 0.1385 (0.1539)  loss_bbox_dn_4: 0.1360 (0.1525)  loss_bbox_dn_5: 0.1360 (0.1525)  loss_giou: 0.4539 (0.4638)  loss_giou_aux_0: 0.4779 (0.4874)  loss_giou_aux_1: 0.4556 (0.4733)  loss_giou_aux_2: 0.4494 (0.4677)  loss_giou_aux_3: 0.4620 (0.4654)  loss_giou_aux_4: 0.4571 (0.4643)  loss_giou_aux_5: 0.5315 (0.5484)  loss_giou_dn_0: 0.5709 (0.5596)  loss_giou_dn_1: 0.4555 (0.4510)  loss_giou_dn_2: 0.4244 (0.4193)  loss_giou_dn_3: 0.4120 (0.4110)  loss_giou_dn_4: 0.4086 (0.4089)  loss_giou_dn_5: 0.4086 (0.4091)  loss_vfl: 0.6355 (0.6478)  loss_vfl_aux_0: 0.7427 (0.7413)  loss_vfl_aux_1: 0.7095 (0.6992)  loss_vfl_aux_2: 0.6906 (0.6761)  loss_vfl_aux_3: 0.6557 (0.6603)  loss_vfl_aux_4: 0.6517 (0.6517)  loss_vfl_aux_5: 0.7550 (0.7343)  loss_vfl_dn_0: 0.4371 (0.4429)  loss_vfl_dn_1: 0.3722 (0.3779)  loss_vfl_dn_2: 0.3584 (0.3619)  loss_vfl_dn_3: 0.3512 (0.3548)  loss_vfl_dn_4: 0.3463 (0.3522)  loss_vfl_dn_5: 0.3452 (0.3515)  time: 0.4792  data: 0.0139  max mem: 5654
Epoch: [67]  [ 900/7393]  eta: 0:55:07  lr: 0.000010  loss: 15.1078 (15.1892)  loss_bbox: 0.1283 (0.1437)  loss_bbox_aux_0: 0.1427 (0.1567)  loss_bbox_aux_1: 0.1339 (0.1488)  loss_bbox_aux_2: 0.1337 (0.1459)  loss_bbox_aux_3: 0.1352 (0.1446)  loss_bbox_aux_4: 0.1310 (0.1439)  loss_bbox_aux_5: 0.1754 (0.1904)  loss_bbox_dn_0: 0.2056 (0.2469)  loss_bbox_dn_1: 0.1519 (0.1789)  loss_bbox_dn_2: 0.1279 (0.1590)  loss_bbox_dn_3: 0.1216 (0.1531)  loss_bbox_dn_4: 0.1178 (0.1517)  loss_bbox_dn_5: 0.1177 (0.1517)  loss_giou: 0.4579 (0.4642)  loss_giou_aux_0: 0.4830 (0.4878)  loss_giou_aux_1: 0.4773 (0.4737)  loss_giou_aux_2: 0.4577 (0.4679)  loss_giou_aux_3: 0.4542 (0.4658)  loss_giou_aux_4: 0.4579 (0.4646)  loss_giou_aux_5: 0.5485 (0.5486)  loss_giou_dn_0: 0.5458 (0.5598)  loss_giou_dn_1: 0.4452 (0.4511)  loss_giou_dn_2: 0.4160 (0.4194)  loss_giou_dn_3: 0.3981 (0.4111)  loss_giou_dn_4: 0.3949 (0.4090)  loss_giou_dn_5: 0.3954 (0.4091)  loss_vfl: 0.6502 (0.6468)  loss_vfl_aux_0: 0.7136 (0.7392)  loss_vfl_aux_1: 0.6891 (0.6972)  loss_vfl_aux_2: 0.6723 (0.6747)  loss_vfl_aux_3: 0.6502 (0.6589)  loss_vfl_aux_4: 0.6572 (0.6506)  loss_vfl_aux_5: 0.6883 (0.7321)  loss_vfl_dn_0: 0.4404 (0.4430)  loss_vfl_dn_1: 0.3738 (0.3780)  loss_vfl_dn_2: 0.3607 (0.3621)  loss_vfl_dn_3: 0.3569 (0.3550)  loss_vfl_dn_4: 0.3548 (0.3525)  loss_vfl_dn_5: 0.3532 (0.3517)  time: 0.4793  data: 0.0134  max mem: 5654
Epoch: [67]  [1000/7393]  eta: 0:54:00  lr: 0.000010  loss: 15.0964 (15.1821)  loss_bbox: 0.1310 (0.1442)  loss_bbox_aux_0: 0.1501 (0.1571)  loss_bbox_aux_1: 0.1420 (0.1492)  loss_bbox_aux_2: 0.1421 (0.1463)  loss_bbox_aux_3: 0.1313 (0.1449)  loss_bbox_aux_4: 0.1391 (0.1442)  loss_bbox_aux_5: 0.1727 (0.1908)  loss_bbox_dn_0: 0.2233 (0.2475)  loss_bbox_dn_1: 0.1596 (0.1794)  loss_bbox_dn_2: 0.1370 (0.1594)  loss_bbox_dn_3: 0.1339 (0.1535)  loss_bbox_dn_4: 0.1347 (0.1522)  loss_bbox_dn_5: 0.1347 (0.1522)  loss_giou: 0.4399 (0.4639)  loss_giou_aux_0: 0.4683 (0.4876)  loss_giou_aux_1: 0.4520 (0.4735)  loss_giou_aux_2: 0.4452 (0.4678)  loss_giou_aux_3: 0.4398 (0.4655)  loss_giou_aux_4: 0.4410 (0.4642)  loss_giou_aux_5: 0.5258 (0.5482)  loss_giou_dn_0: 0.5519 (0.5591)  loss_giou_dn_1: 0.4307 (0.4504)  loss_giou_dn_2: 0.3937 (0.4186)  loss_giou_dn_3: 0.3881 (0.4103)  loss_giou_dn_4: 0.3875 (0.4082)  loss_giou_dn_5: 0.3875 (0.4084)  loss_vfl: 0.6490 (0.6462)  loss_vfl_aux_0: 0.7183 (0.7380)  loss_vfl_aux_1: 0.6985 (0.6962)  loss_vfl_aux_2: 0.6550 (0.6737)  loss_vfl_aux_3: 0.6427 (0.6583)  loss_vfl_aux_4: 0.6401 (0.6502)  loss_vfl_aux_5: 0.7310 (0.7312)  loss_vfl_dn_0: 0.4407 (0.4430)  loss_vfl_dn_1: 0.3739 (0.3779)  loss_vfl_dn_2: 0.3580 (0.3620)  loss_vfl_dn_3: 0.3497 (0.3550)  loss_vfl_dn_4: 0.3478 (0.3524)  loss_vfl_dn_5: 0.3472 (0.3516)  time: 0.4806  data: 0.0140  max mem: 5654
Epoch: [67]  [1100/7393]  eta: 0:52:54  lr: 0.000010  loss: 15.4807 (15.1790)  loss_bbox: 0.1379 (0.1444)  loss_bbox_aux_0: 0.1475 (0.1571)  loss_bbox_aux_1: 0.1514 (0.1496)  loss_bbox_aux_2: 0.1585 (0.1465)  loss_bbox_aux_3: 0.1482 (0.1451)  loss_bbox_aux_4: 0.1369 (0.1444)  loss_bbox_aux_5: 0.1723 (0.1909)  loss_bbox_dn_0: 0.2237 (0.2480)  loss_bbox_dn_1: 0.1650 (0.1797)  loss_bbox_dn_2: 0.1463 (0.1597)  loss_bbox_dn_3: 0.1440 (0.1538)  loss_bbox_dn_4: 0.1436 (0.1524)  loss_bbox_dn_5: 0.1437 (0.1525)  loss_giou: 0.4785 (0.4623)  loss_giou_aux_0: 0.5069 (0.4860)  loss_giou_aux_1: 0.4888 (0.4721)  loss_giou_aux_2: 0.4884 (0.4663)  loss_giou_aux_3: 0.4793 (0.4639)  loss_giou_aux_4: 0.4785 (0.4626)  loss_giou_aux_5: 0.5565 (0.5462)  loss_giou_dn_0: 0.5660 (0.5583)  loss_giou_dn_1: 0.4569 (0.4496)  loss_giou_dn_2: 0.4264 (0.4179)  loss_giou_dn_3: 0.4196 (0.4096)  loss_giou_dn_4: 0.4187 (0.4074)  loss_giou_dn_5: 0.4191 (0.4076)  loss_vfl: 0.6660 (0.6474)  loss_vfl_aux_0: 0.7387 (0.7395)  loss_vfl_aux_1: 0.7079 (0.6972)  loss_vfl_aux_2: 0.6758 (0.6748)  loss_vfl_aux_3: 0.6733 (0.6598)  loss_vfl_aux_4: 0.6738 (0.6516)  loss_vfl_aux_5: 0.7293 (0.7327)  loss_vfl_dn_0: 0.4442 (0.4432)  loss_vfl_dn_1: 0.3814 (0.3779)  loss_vfl_dn_2: 0.3639 (0.3620)  loss_vfl_dn_3: 0.3592 (0.3550)  loss_vfl_dn_4: 0.3573 (0.3524)  loss_vfl_dn_5: 0.3566 (0.3517)  time: 0.4693  data: 0.0139  max mem: 5654
Epoch: [67]  [1200/7393]  eta: 0:51:49  lr: 0.000010  loss: 14.2554 (15.1571)  loss_bbox: 0.1191 (0.1442)  loss_bbox_aux_0: 0.1277 (0.1568)  loss_bbox_aux_1: 0.1254 (0.1493)  loss_bbox_aux_2: 0.1201 (0.1464)  loss_bbox_aux_3: 0.1197 (0.1450)  loss_bbox_aux_4: 0.1207 (0.1443)  loss_bbox_aux_5: 0.1648 (0.1907)  loss_bbox_dn_0: 0.2140 (0.2478)  loss_bbox_dn_1: 0.1543 (0.1794)  loss_bbox_dn_2: 0.1327 (0.1595)  loss_bbox_dn_3: 0.1285 (0.1536)  loss_bbox_dn_4: 0.1256 (0.1522)  loss_bbox_dn_5: 0.1255 (0.1522)  loss_giou: 0.4368 (0.4614)  loss_giou_aux_0: 0.4539 (0.4848)  loss_giou_aux_1: 0.4420 (0.4711)  loss_giou_aux_2: 0.4360 (0.4653)  loss_giou_aux_3: 0.4343 (0.4630)  loss_giou_aux_4: 0.4406 (0.4617)  loss_giou_aux_5: 0.5241 (0.5453)  loss_giou_dn_0: 0.5188 (0.5578)  loss_giou_dn_1: 0.4067 (0.4491)  loss_giou_dn_2: 0.3843 (0.4174)  loss_giou_dn_3: 0.3777 (0.4091)  loss_giou_dn_4: 0.3762 (0.4069)  loss_giou_dn_5: 0.3760 (0.4071)  loss_vfl: 0.6128 (0.6459)  loss_vfl_aux_0: 0.7102 (0.7391)  loss_vfl_aux_1: 0.6534 (0.6961)  loss_vfl_aux_2: 0.6408 (0.6735)  loss_vfl_aux_3: 0.6287 (0.6584)  loss_vfl_aux_4: 0.6095 (0.6499)  loss_vfl_aux_5: 0.7001 (0.7321)  loss_vfl_dn_0: 0.4433 (0.4430)  loss_vfl_dn_1: 0.3703 (0.3777)  loss_vfl_dn_2: 0.3547 (0.3617)  loss_vfl_dn_3: 0.3468 (0.3547)  loss_vfl_dn_4: 0.3435 (0.3521)  loss_vfl_dn_5: 0.3429 (0.3514)  time: 0.4717  data: 0.0139  max mem: 5654
Epoch: [67]  [1300/7393]  eta: 0:50:45  lr: 0.000010  loss: 14.9334 (15.1445)  loss_bbox: 0.1467 (0.1445)  loss_bbox_aux_0: 0.1588 (0.1569)  loss_bbox_aux_1: 0.1469 (0.1496)  loss_bbox_aux_2: 0.1484 (0.1465)  loss_bbox_aux_3: 0.1450 (0.1452)  loss_bbox_aux_4: 0.1417 (0.1445)  loss_bbox_aux_5: 0.1905 (0.1909)  loss_bbox_dn_0: 0.2439 (0.2483)  loss_bbox_dn_1: 0.1683 (0.1798)  loss_bbox_dn_2: 0.1504 (0.1598)  loss_bbox_dn_3: 0.1423 (0.1540)  loss_bbox_dn_4: 0.1401 (0.1526)  loss_bbox_dn_5: 0.1401 (0.1526)  loss_giou: 0.4239 (0.4595)  loss_giou_aux_0: 0.4238 (0.4826)  loss_giou_aux_1: 0.4228 (0.4691)  loss_giou_aux_2: 0.4188 (0.4634)  loss_giou_aux_3: 0.4266 (0.4610)  loss_giou_aux_4: 0.4266 (0.4598)  loss_giou_aux_5: 0.4977 (0.5434)  loss_giou_dn_0: 0.5362 (0.5564)  loss_giou_dn_1: 0.4275 (0.4476)  loss_giou_dn_2: 0.3890 (0.4160)  loss_giou_dn_3: 0.3813 (0.4076)  loss_giou_dn_4: 0.3788 (0.4055)  loss_giou_dn_5: 0.3788 (0.4057)  loss_vfl: 0.6449 (0.6469)  loss_vfl_aux_0: 0.7485 (0.7404)  loss_vfl_aux_1: 0.6863 (0.6971)  loss_vfl_aux_2: 0.6736 (0.6744)  loss_vfl_aux_3: 0.6551 (0.6594)  loss_vfl_aux_4: 0.6549 (0.6509)  loss_vfl_aux_5: 0.7219 (0.7329)  loss_vfl_dn_0: 0.4430 (0.4430)  loss_vfl_dn_1: 0.3766 (0.3775)  loss_vfl_dn_2: 0.3622 (0.3615)  loss_vfl_dn_3: 0.3553 (0.3545)  loss_vfl_dn_4: 0.3506 (0.3520)  loss_vfl_dn_5: 0.3474 (0.3512)  time: 0.4739  data: 0.0138  max mem: 5654
Epoch: [67]  [1400/7393]  eta: 0:49:46  lr: 0.000010  loss: 14.9106 (15.1475)  loss_bbox: 0.1406 (0.1445)  loss_bbox_aux_0: 0.1538 (0.1569)  loss_bbox_aux_1: 0.1534 (0.1497)  loss_bbox_aux_2: 0.1410 (0.1466)  loss_bbox_aux_3: 0.1421 (0.1452)  loss_bbox_aux_4: 0.1492 (0.1445)  loss_bbox_aux_5: 0.2034 (0.1912)  loss_bbox_dn_0: 0.2598 (0.2483)  loss_bbox_dn_1: 0.1743 (0.1798)  loss_bbox_dn_2: 0.1449 (0.1598)  loss_bbox_dn_3: 0.1403 (0.1539)  loss_bbox_dn_4: 0.1398 (0.1525)  loss_bbox_dn_5: 0.1398 (0.1525)  loss_giou: 0.4306 (0.4594)  loss_giou_aux_0: 0.4651 (0.4824)  loss_giou_aux_1: 0.4436 (0.4692)  loss_giou_aux_2: 0.4372 (0.4636)  loss_giou_aux_3: 0.4374 (0.4610)  loss_giou_aux_4: 0.4303 (0.4597)  loss_giou_aux_5: 0.5077 (0.5435)  loss_giou_dn_0: 0.5347 (0.5564)  loss_giou_dn_1: 0.4243 (0.4477)  loss_giou_dn_2: 0.3922 (0.4160)  loss_giou_dn_3: 0.3798 (0.4077)  loss_giou_dn_4: 0.3773 (0.4055)  loss_giou_dn_5: 0.3774 (0.4057)  loss_vfl: 0.6428 (0.6472)  loss_vfl_aux_0: 0.7147 (0.7412)  loss_vfl_aux_1: 0.7011 (0.6977)  loss_vfl_aux_2: 0.6538 (0.6744)  loss_vfl_aux_3: 0.6418 (0.6595)  loss_vfl_aux_4: 0.6431 (0.6512)  loss_vfl_aux_5: 0.7009 (0.7330)  loss_vfl_dn_0: 0.4454 (0.4430)  loss_vfl_dn_1: 0.3805 (0.3776)  loss_vfl_dn_2: 0.3638 (0.3616)  loss_vfl_dn_3: 0.3571 (0.3545)  loss_vfl_dn_4: 0.3548 (0.3520)  loss_vfl_dn_5: 0.3537 (0.3513)  time: 0.4783  data: 0.0141  max mem: 5654
Epoch: [67]  [1500/7393]  eta: 0:48:51  lr: 0.000010  loss: 15.2083 (15.1472)  loss_bbox: 0.1428 (0.1446)  loss_bbox_aux_0: 0.1582 (0.1569)  loss_bbox_aux_1: 0.1507 (0.1498)  loss_bbox_aux_2: 0.1509 (0.1467)  loss_bbox_aux_3: 0.1456 (0.1454)  loss_bbox_aux_4: 0.1428 (0.1446)  loss_bbox_aux_5: 0.1978 (0.1911)  loss_bbox_dn_0: 0.2546 (0.2484)  loss_bbox_dn_1: 0.1777 (0.1799)  loss_bbox_dn_2: 0.1509 (0.1600)  loss_bbox_dn_3: 0.1448 (0.1541)  loss_bbox_dn_4: 0.1416 (0.1527)  loss_bbox_dn_5: 0.1416 (0.1527)  loss_giou: 0.4341 (0.4594)  loss_giou_aux_0: 0.4484 (0.4825)  loss_giou_aux_1: 0.4510 (0.4691)  loss_giou_aux_2: 0.4347 (0.4636)  loss_giou_aux_3: 0.4403 (0.4611)  loss_giou_aux_4: 0.4340 (0.4597)  loss_giou_aux_5: 0.5328 (0.5435)  loss_giou_dn_0: 0.5321 (0.5562)  loss_giou_dn_1: 0.4132 (0.4476)  loss_giou_dn_2: 0.3892 (0.4160)  loss_giou_dn_3: 0.3843 (0.4077)  loss_giou_dn_4: 0.3782 (0.4056)  loss_giou_dn_5: 0.3784 (0.4057)  loss_vfl: 0.6655 (0.6473)  loss_vfl_aux_0: 0.7647 (0.7407)  loss_vfl_aux_1: 0.6888 (0.6975)  loss_vfl_aux_2: 0.6668 (0.6740)  loss_vfl_aux_3: 0.6544 (0.6592)  loss_vfl_aux_4: 0.6669 (0.6513)  loss_vfl_aux_5: 0.7201 (0.7327)  loss_vfl_dn_0: 0.4373 (0.4432)  loss_vfl_dn_1: 0.3763 (0.3776)  loss_vfl_dn_2: 0.3596 (0.3615)  loss_vfl_dn_3: 0.3531 (0.3545)  loss_vfl_dn_4: 0.3506 (0.3520)  loss_vfl_dn_5: 0.3516 (0.3512)  time: 0.4958  data: 0.0140  max mem: 5654
Epoch: [67]  [1600/7393]  eta: 0:47:54  lr: 0.000010  loss: 15.2358 (15.1579)  loss_bbox: 0.1391 (0.1445)  loss_bbox_aux_0: 0.1510 (0.1569)  loss_bbox_aux_1: 0.1457 (0.1496)  loss_bbox_aux_2: 0.1406 (0.1467)  loss_bbox_aux_3: 0.1418 (0.1454)  loss_bbox_aux_4: 0.1482 (0.1446)  loss_bbox_aux_5: 0.1853 (0.1911)  loss_bbox_dn_0: 0.2348 (0.2482)  loss_bbox_dn_1: 0.1694 (0.1797)  loss_bbox_dn_2: 0.1538 (0.1597)  loss_bbox_dn_3: 0.1452 (0.1539)  loss_bbox_dn_4: 0.1442 (0.1525)  loss_bbox_dn_5: 0.1442 (0.1525)  loss_giou: 0.4600 (0.4605)  loss_giou_aux_0: 0.4759 (0.4835)  loss_giou_aux_1: 0.4546 (0.4701)  loss_giou_aux_2: 0.4619 (0.4647)  loss_giou_aux_3: 0.4532 (0.4622)  loss_giou_aux_4: 0.4686 (0.4608)  loss_giou_aux_5: 0.5272 (0.5446)  loss_giou_dn_0: 0.5579 (0.5570)  loss_giou_dn_1: 0.4522 (0.4483)  loss_giou_dn_2: 0.4231 (0.4167)  loss_giou_dn_3: 0.4139 (0.4084)  loss_giou_dn_4: 0.4126 (0.4062)  loss_giou_dn_5: 0.4125 (0.4064)  loss_vfl: 0.6384 (0.6471)  loss_vfl_aux_0: 0.7456 (0.7405)  loss_vfl_aux_1: 0.6972 (0.6979)  loss_vfl_aux_2: 0.6580 (0.6740)  loss_vfl_aux_3: 0.6490 (0.6590)  loss_vfl_aux_4: 0.6439 (0.6512)  loss_vfl_aux_5: 0.7397 (0.7324)  loss_vfl_dn_0: 0.4480 (0.4432)  loss_vfl_dn_1: 0.3827 (0.3777)  loss_vfl_dn_2: 0.3641 (0.3617)  loss_vfl_dn_3: 0.3572 (0.3547)  loss_vfl_dn_4: 0.3534 (0.3522)  loss_vfl_dn_5: 0.3529 (0.3514)  time: 0.4781  data: 0.0140  max mem: 5654
Epoch: [67]  [1700/7393]  eta: 0:46:57  lr: 0.000010  loss: 14.8690 (15.1467)  loss_bbox: 0.1442 (0.1450)  loss_bbox_aux_0: 0.1568 (0.1572)  loss_bbox_aux_1: 0.1528 (0.1500)  loss_bbox_aux_2: 0.1417 (0.1471)  loss_bbox_aux_3: 0.1471 (0.1458)  loss_bbox_aux_4: 0.1458 (0.1450)  loss_bbox_aux_5: 0.1951 (0.1916)  loss_bbox_dn_0: 0.2335 (0.2487)  loss_bbox_dn_1: 0.1873 (0.1802)  loss_bbox_dn_2: 0.1646 (0.1602)  loss_bbox_dn_3: 0.1581 (0.1544)  loss_bbox_dn_4: 0.1543 (0.1529)  loss_bbox_dn_5: 0.1542 (0.1530)  loss_giou: 0.4065 (0.4592)  loss_giou_aux_0: 0.4481 (0.4821)  loss_giou_aux_1: 0.4141 (0.4687)  loss_giou_aux_2: 0.3970 (0.4633)  loss_giou_aux_3: 0.4006 (0.4609)  loss_giou_aux_4: 0.4135 (0.4595)  loss_giou_aux_5: 0.4901 (0.5434)  loss_giou_dn_0: 0.5284 (0.5562)  loss_giou_dn_1: 0.4157 (0.4475)  loss_giou_dn_2: 0.3861 (0.4158)  loss_giou_dn_3: 0.3756 (0.4075)  loss_giou_dn_4: 0.3733 (0.4054)  loss_giou_dn_5: 0.3735 (0.4056)  loss_vfl: 0.6652 (0.6469)  loss_vfl_aux_0: 0.7575 (0.7404)  loss_vfl_aux_1: 0.6984 (0.6976)  loss_vfl_aux_2: 0.6924 (0.6738)  loss_vfl_aux_3: 0.6675 (0.6589)  loss_vfl_aux_4: 0.6700 (0.6512)  loss_vfl_aux_5: 0.7168 (0.7322)  loss_vfl_dn_0: 0.4404 (0.4431)  loss_vfl_dn_1: 0.3758 (0.3775)  loss_vfl_dn_2: 0.3605 (0.3615)  loss_vfl_dn_3: 0.3539 (0.3544)  loss_vfl_dn_4: 0.3494 (0.3519)  loss_vfl_dn_5: 0.3515 (0.3512)  time: 0.4758  data: 0.0138  max mem: 5654
Epoch: [67]  [1800/7393]  eta: 0:46:02  lr: 0.000010  loss: 15.3950 (15.1555)  loss_bbox: 0.1445 (0.1453)  loss_bbox_aux_0: 0.1479 (0.1575)  loss_bbox_aux_1: 0.1500 (0.1503)  loss_bbox_aux_2: 0.1412 (0.1474)  loss_bbox_aux_3: 0.1442 (0.1460)  loss_bbox_aux_4: 0.1447 (0.1453)  loss_bbox_aux_5: 0.1868 (0.1916)  loss_bbox_dn_0: 0.2435 (0.2489)  loss_bbox_dn_1: 0.1783 (0.1804)  loss_bbox_dn_2: 0.1584 (0.1605)  loss_bbox_dn_3: 0.1491 (0.1547)  loss_bbox_dn_4: 0.1500 (0.1533)  loss_bbox_dn_5: 0.1501 (0.1533)  loss_giou: 0.4730 (0.4595)  loss_giou_aux_0: 0.4871 (0.4822)  loss_giou_aux_1: 0.4794 (0.4688)  loss_giou_aux_2: 0.4788 (0.4634)  loss_giou_aux_3: 0.4636 (0.4610)  loss_giou_aux_4: 0.4752 (0.4596)  loss_giou_aux_5: 0.5595 (0.5433)  loss_giou_dn_0: 0.5723 (0.5561)  loss_giou_dn_1: 0.4510 (0.4474)  loss_giou_dn_2: 0.4207 (0.4159)  loss_giou_dn_3: 0.4112 (0.4076)  loss_giou_dn_4: 0.4068 (0.4055)  loss_giou_dn_5: 0.4067 (0.4057)  loss_vfl: 0.6338 (0.6473)  loss_vfl_aux_0: 0.7351 (0.7409)  loss_vfl_aux_1: 0.7031 (0.6983)  loss_vfl_aux_2: 0.6674 (0.6744)  loss_vfl_aux_3: 0.6345 (0.6595)  loss_vfl_aux_4: 0.6429 (0.6517)  loss_vfl_aux_5: 0.7220 (0.7329)  loss_vfl_dn_0: 0.4378 (0.4431)  loss_vfl_dn_1: 0.3728 (0.3776)  loss_vfl_dn_2: 0.3621 (0.3616)  loss_vfl_dn_3: 0.3552 (0.3545)  loss_vfl_dn_4: 0.3531 (0.3520)  loss_vfl_dn_5: 0.3519 (0.3513)  time: 0.4756  data: 0.0137  max mem: 5654
Epoch: [67]  [1900/7393]  eta: 0:45:07  lr: 0.000010  loss: 14.9929 (15.1474)  loss_bbox: 0.1385 (0.1451)  loss_bbox_aux_0: 0.1494 (0.1573)  loss_bbox_aux_1: 0.1399 (0.1501)  loss_bbox_aux_2: 0.1368 (0.1472)  loss_bbox_aux_3: 0.1360 (0.1459)  loss_bbox_aux_4: 0.1383 (0.1451)  loss_bbox_aux_5: 0.1746 (0.1914)  loss_bbox_dn_0: 0.2199 (0.2483)  loss_bbox_dn_1: 0.1616 (0.1800)  loss_bbox_dn_2: 0.1413 (0.1601)  loss_bbox_dn_3: 0.1358 (0.1543)  loss_bbox_dn_4: 0.1342 (0.1529)  loss_bbox_dn_5: 0.1342 (0.1529)  loss_giou: 0.4716 (0.4598)  loss_giou_aux_0: 0.5008 (0.4824)  loss_giou_aux_1: 0.4722 (0.4690)  loss_giou_aux_2: 0.4805 (0.4637)  loss_giou_aux_3: 0.4701 (0.4613)  loss_giou_aux_4: 0.4703 (0.4599)  loss_giou_aux_5: 0.5589 (0.5436)  loss_giou_dn_0: 0.5799 (0.5561)  loss_giou_dn_1: 0.4582 (0.4476)  loss_giou_dn_2: 0.4309 (0.4161)  loss_giou_dn_3: 0.4243 (0.4078)  loss_giou_dn_4: 0.4220 (0.4056)  loss_giou_dn_5: 0.4220 (0.4058)  loss_vfl: 0.6379 (0.6465)  loss_vfl_aux_0: 0.7012 (0.7399)  loss_vfl_aux_1: 0.6697 (0.6976)  loss_vfl_aux_2: 0.6573 (0.6734)  loss_vfl_aux_3: 0.6593 (0.6584)  loss_vfl_aux_4: 0.6477 (0.6509)  loss_vfl_aux_5: 0.7024 (0.7317)  loss_vfl_dn_0: 0.4375 (0.4429)  loss_vfl_dn_1: 0.3804 (0.3775)  loss_vfl_dn_2: 0.3661 (0.3615)  loss_vfl_dn_3: 0.3600 (0.3545)  loss_vfl_dn_4: 0.3557 (0.3520)  loss_vfl_dn_5: 0.3559 (0.3513)  time: 0.4737  data: 0.0138  max mem: 5654
Epoch: [67]  [2000/7393]  eta: 0:44:14  lr: 0.000010  loss: 15.1088 (15.1582)  loss_bbox: 0.1447 (0.1452)  loss_bbox_aux_0: 0.1382 (0.1574)  loss_bbox_aux_1: 0.1472 (0.1501)  loss_bbox_aux_2: 0.1335 (0.1473)  loss_bbox_aux_3: 0.1453 (0.1460)  loss_bbox_aux_4: 0.1434 (0.1453)  loss_bbox_aux_5: 0.1949 (0.1917)  loss_bbox_dn_0: 0.2265 (0.2488)  loss_bbox_dn_1: 0.1602 (0.1804)  loss_bbox_dn_2: 0.1438 (0.1605)  loss_bbox_dn_3: 0.1399 (0.1547)  loss_bbox_dn_4: 0.1372 (0.1533)  loss_bbox_dn_5: 0.1371 (0.1533)  loss_giou: 0.4406 (0.4599)  loss_giou_aux_0: 0.4685 (0.4827)  loss_giou_aux_1: 0.4508 (0.4693)  loss_giou_aux_2: 0.4492 (0.4639)  loss_giou_aux_3: 0.4481 (0.4614)  loss_giou_aux_4: 0.4404 (0.4600)  loss_giou_aux_5: 0.5311 (0.5440)  loss_giou_dn_0: 0.5451 (0.5564)  loss_giou_dn_1: 0.4376 (0.4479)  loss_giou_dn_2: 0.3986 (0.4165)  loss_giou_dn_3: 0.3891 (0.4082)  loss_giou_dn_4: 0.3868 (0.4060)  loss_giou_dn_5: 0.3867 (0.4062)  loss_vfl: 0.6649 (0.6472)  loss_vfl_aux_0: 0.7400 (0.7402)  loss_vfl_aux_1: 0.7045 (0.6982)  loss_vfl_aux_2: 0.6754 (0.6738)  loss_vfl_aux_3: 0.6534 (0.6590)  loss_vfl_aux_4: 0.6670 (0.6515)  loss_vfl_aux_5: 0.7330 (0.7320)  loss_vfl_dn_0: 0.4416 (0.4430)  loss_vfl_dn_1: 0.3722 (0.3775)  loss_vfl_dn_2: 0.3515 (0.3616)  loss_vfl_dn_3: 0.3447 (0.3546)  loss_vfl_dn_4: 0.3422 (0.3520)  loss_vfl_dn_5: 0.3433 (0.3513)  time: 0.4747  data: 0.0138  max mem: 5654
Epoch: [67]  [2100/7393]  eta: 0:43:22  lr: 0.000010  loss: 14.9111 (15.1582)  loss_bbox: 0.1587 (0.1456)  loss_bbox_aux_0: 0.1759 (0.1579)  loss_bbox_aux_1: 0.1654 (0.1505)  loss_bbox_aux_2: 0.1602 (0.1477)  loss_bbox_aux_3: 0.1607 (0.1464)  loss_bbox_aux_4: 0.1576 (0.1456)  loss_bbox_aux_5: 0.2064 (0.1922)  loss_bbox_dn_0: 0.2671 (0.2496)  loss_bbox_dn_1: 0.1936 (0.1811)  loss_bbox_dn_2: 0.1758 (0.1611)  loss_bbox_dn_3: 0.1705 (0.1553)  loss_bbox_dn_4: 0.1683 (0.1539)  loss_bbox_dn_5: 0.1685 (0.1539)  loss_giou: 0.4042 (0.4587)  loss_giou_aux_0: 0.4144 (0.4816)  loss_giou_aux_1: 0.4148 (0.4682)  loss_giou_aux_2: 0.4044 (0.4628)  loss_giou_aux_3: 0.4064 (0.4603)  loss_giou_aux_4: 0.4039 (0.4588)  loss_giou_aux_5: 0.4778 (0.5428)  loss_giou_dn_0: 0.5319 (0.5557)  loss_giou_dn_1: 0.4149 (0.4472)  loss_giou_dn_2: 0.3880 (0.4157)  loss_giou_dn_3: 0.3783 (0.4074)  loss_giou_dn_4: 0.3766 (0.4053)  loss_giou_dn_5: 0.3769 (0.4054)  loss_vfl: 0.6667 (0.6482)  loss_vfl_aux_0: 0.7374 (0.7408)  loss_vfl_aux_1: 0.7037 (0.6989)  loss_vfl_aux_2: 0.6919 (0.6748)  loss_vfl_aux_3: 0.6684 (0.6599)  loss_vfl_aux_4: 0.6672 (0.6525)  loss_vfl_aux_5: 0.7467 (0.7329)  loss_vfl_dn_0: 0.4358 (0.4430)  loss_vfl_dn_1: 0.3706 (0.3775)  loss_vfl_dn_2: 0.3565 (0.3615)  loss_vfl_dn_3: 0.3491 (0.3544)  loss_vfl_dn_4: 0.3468 (0.3519)  loss_vfl_dn_5: 0.3454 (0.3512)  time: 0.4814  data: 0.0141  max mem: 5654
Epoch: [67]  [2200/7393]  eta: 0:42:30  lr: 0.000010  loss: 15.3131 (15.1540)  loss_bbox: 0.1493 (0.1457)  loss_bbox_aux_0: 0.1569 (0.1581)  loss_bbox_aux_1: 0.1497 (0.1508)  loss_bbox_aux_2: 0.1420 (0.1479)  loss_bbox_aux_3: 0.1352 (0.1466)  loss_bbox_aux_4: 0.1507 (0.1458)  loss_bbox_aux_5: 0.1821 (0.1924)  loss_bbox_dn_0: 0.2730 (0.2499)  loss_bbox_dn_1: 0.1912 (0.1813)  loss_bbox_dn_2: 0.1666 (0.1613)  loss_bbox_dn_3: 0.1604 (0.1555)  loss_bbox_dn_4: 0.1595 (0.1541)  loss_bbox_dn_5: 0.1594 (0.1541)  loss_giou: 0.4166 (0.4584)  loss_giou_aux_0: 0.4484 (0.4813)  loss_giou_aux_1: 0.4234 (0.4679)  loss_giou_aux_2: 0.4263 (0.4625)  loss_giou_aux_3: 0.4195 (0.4599)  loss_giou_aux_4: 0.4160 (0.4585)  loss_giou_aux_5: 0.4965 (0.5425)  loss_giou_dn_0: 0.5289 (0.5553)  loss_giou_dn_1: 0.4301 (0.4468)  loss_giou_dn_2: 0.4002 (0.4154)  loss_giou_dn_3: 0.3933 (0.4070)  loss_giou_dn_4: 0.3914 (0.4049)  loss_giou_dn_5: 0.3919 (0.4051)  loss_vfl: 0.6490 (0.6480)  loss_vfl_aux_0: 0.7494 (0.7404)  loss_vfl_aux_1: 0.7097 (0.6984)  loss_vfl_aux_2: 0.6721 (0.6744)  loss_vfl_aux_3: 0.6540 (0.6597)  loss_vfl_aux_4: 0.6503 (0.6524)  loss_vfl_aux_5: 0.7508 (0.7329)  loss_vfl_dn_0: 0.4390 (0.4430)  loss_vfl_dn_1: 0.3645 (0.3774)  loss_vfl_dn_2: 0.3493 (0.3615)  loss_vfl_dn_3: 0.3438 (0.3544)  loss_vfl_dn_4: 0.3443 (0.3519)  loss_vfl_dn_5: 0.3423 (0.3511)  time: 0.4700  data: 0.0137  max mem: 5654
Epoch: [67]  [2300/7393]  eta: 0:41:37  lr: 0.000010  loss: 15.4734 (15.1535)  loss_bbox: 0.1413 (0.1459)  loss_bbox_aux_0: 0.1511 (0.1583)  loss_bbox_aux_1: 0.1476 (0.1509)  loss_bbox_aux_2: 0.1433 (0.1481)  loss_bbox_aux_3: 0.1426 (0.1468)  loss_bbox_aux_4: 0.1431 (0.1460)  loss_bbox_aux_5: 0.1825 (0.1925)  loss_bbox_dn_0: 0.2399 (0.2501)  loss_bbox_dn_1: 0.1641 (0.1815)  loss_bbox_dn_2: 0.1381 (0.1614)  loss_bbox_dn_3: 0.1329 (0.1555)  loss_bbox_dn_4: 0.1332 (0.1541)  loss_bbox_dn_5: 0.1332 (0.1542)  loss_giou: 0.4659 (0.4581)  loss_giou_aux_0: 0.4859 (0.4810)  loss_giou_aux_1: 0.4721 (0.4677)  loss_giou_aux_2: 0.4714 (0.4623)  loss_giou_aux_3: 0.4687 (0.4597)  loss_giou_aux_4: 0.4655 (0.4582)  loss_giou_aux_5: 0.5349 (0.5422)  loss_giou_dn_0: 0.5755 (0.5552)  loss_giou_dn_1: 0.4640 (0.4466)  loss_giou_dn_2: 0.4257 (0.4152)  loss_giou_dn_3: 0.4115 (0.4069)  loss_giou_dn_4: 0.4084 (0.4047)  loss_giou_dn_5: 0.4084 (0.4049)  loss_vfl: 0.6311 (0.6481)  loss_vfl_aux_0: 0.7206 (0.7403)  loss_vfl_aux_1: 0.6968 (0.6985)  loss_vfl_aux_2: 0.6619 (0.6743)  loss_vfl_aux_3: 0.6316 (0.6596)  loss_vfl_aux_4: 0.6492 (0.6524)  loss_vfl_aux_5: 0.7206 (0.7330)  loss_vfl_dn_0: 0.4441 (0.4429)  loss_vfl_dn_1: 0.3855 (0.3774)  loss_vfl_dn_2: 0.3671 (0.3614)  loss_vfl_dn_3: 0.3589 (0.3544)  loss_vfl_dn_4: 0.3558 (0.3519)  loss_vfl_dn_5: 0.3579 (0.3511)  time: 0.4770  data: 0.0137  max mem: 5654
Epoch: [67]  [2400/7393]  eta: 0:40:45  lr: 0.000010  loss: 15.5094 (15.1489)  loss_bbox: 0.1440 (0.1458)  loss_bbox_aux_0: 0.1616 (0.1582)  loss_bbox_aux_1: 0.1550 (0.1509)  loss_bbox_aux_2: 0.1514 (0.1481)  loss_bbox_aux_3: 0.1470 (0.1467)  loss_bbox_aux_4: 0.1441 (0.1459)  loss_bbox_aux_5: 0.1827 (0.1925)  loss_bbox_dn_0: 0.2352 (0.2501)  loss_bbox_dn_1: 0.1766 (0.1815)  loss_bbox_dn_2: 0.1591 (0.1614)  loss_bbox_dn_3: 0.1524 (0.1556)  loss_bbox_dn_4: 0.1503 (0.1542)  loss_bbox_dn_5: 0.1503 (0.1542)  loss_giou: 0.4299 (0.4577)  loss_giou_aux_0: 0.4477 (0.4805)  loss_giou_aux_1: 0.4395 (0.4672)  loss_giou_aux_2: 0.4365 (0.4620)  loss_giou_aux_3: 0.4461 (0.4593)  loss_giou_aux_4: 0.4300 (0.4578)  loss_giou_aux_5: 0.5019 (0.5416)  loss_giou_dn_0: 0.5385 (0.5549)  loss_giou_dn_1: 0.4351 (0.4464)  loss_giou_dn_2: 0.3999 (0.4149)  loss_giou_dn_3: 0.3972 (0.4066)  loss_giou_dn_4: 0.3950 (0.4045)  loss_giou_dn_5: 0.3950 (0.4047)  loss_vfl: 0.6398 (0.6481)  loss_vfl_aux_0: 0.7437 (0.7407)  loss_vfl_aux_1: 0.6814 (0.6985)  loss_vfl_aux_2: 0.6729 (0.6742)  loss_vfl_aux_3: 0.6510 (0.6595)  loss_vfl_aux_4: 0.6487 (0.6525)  loss_vfl_aux_5: 0.7371 (0.7333)  loss_vfl_dn_0: 0.4398 (0.4430)  loss_vfl_dn_1: 0.3828 (0.3774)  loss_vfl_dn_2: 0.3611 (0.3614)  loss_vfl_dn_3: 0.3546 (0.3544)  loss_vfl_dn_4: 0.3543 (0.3518)  loss_vfl_dn_5: 0.3532 (0.3511)  time: 0.4790  data: 0.0139  max mem: 5654
Epoch: [67]  [2500/7393]  eta: 0:39:53  lr: 0.000010  loss: 15.4656 (15.1590)  loss_bbox: 0.1374 (0.1458)  loss_bbox_aux_0: 0.1544 (0.1581)  loss_bbox_aux_1: 0.1440 (0.1509)  loss_bbox_aux_2: 0.1332 (0.1481)  loss_bbox_aux_3: 0.1358 (0.1467)  loss_bbox_aux_4: 0.1339 (0.1458)  loss_bbox_aux_5: 0.1835 (0.1924)  loss_bbox_dn_0: 0.2322 (0.2502)  loss_bbox_dn_1: 0.1600 (0.1816)  loss_bbox_dn_2: 0.1475 (0.1615)  loss_bbox_dn_3: 0.1448 (0.1557)  loss_bbox_dn_4: 0.1428 (0.1543)  loss_bbox_dn_5: 0.1428 (0.1543)  loss_giou: 0.4506 (0.4582)  loss_giou_aux_0: 0.4894 (0.4810)  loss_giou_aux_1: 0.4553 (0.4678)  loss_giou_aux_2: 0.4622 (0.4626)  loss_giou_aux_3: 0.4656 (0.4599)  loss_giou_aux_4: 0.4532 (0.4582)  loss_giou_aux_5: 0.5477 (0.5420)  loss_giou_dn_0: 0.5853 (0.5553)  loss_giou_dn_1: 0.4752 (0.4468)  loss_giou_dn_2: 0.4457 (0.4153)  loss_giou_dn_3: 0.4326 (0.4070)  loss_giou_dn_4: 0.4283 (0.4049)  loss_giou_dn_5: 0.4282 (0.4051)  loss_vfl: 0.6495 (0.6487)  loss_vfl_aux_0: 0.7468 (0.7410)  loss_vfl_aux_1: 0.6958 (0.6988)  loss_vfl_aux_2: 0.6676 (0.6745)  loss_vfl_aux_3: 0.6409 (0.6599)  loss_vfl_aux_4: 0.6369 (0.6531)  loss_vfl_aux_5: 0.7358 (0.7337)  loss_vfl_dn_0: 0.4445 (0.4431)  loss_vfl_dn_1: 0.3764 (0.3775)  loss_vfl_dn_2: 0.3631 (0.3615)  loss_vfl_dn_3: 0.3576 (0.3545)  loss_vfl_dn_4: 0.3553 (0.3520)  loss_vfl_dn_5: 0.3559 (0.3512)  time: 0.4748  data: 0.0134  max mem: 5654
Epoch: [67]  [2600/7393]  eta: 0:39:02  lr: 0.000010  loss: 14.8852 (15.1561)  loss_bbox: 0.1401 (0.1456)  loss_bbox_aux_0: 0.1455 (0.1579)  loss_bbox_aux_1: 0.1474 (0.1507)  loss_bbox_aux_2: 0.1421 (0.1479)  loss_bbox_aux_3: 0.1497 (0.1466)  loss_bbox_aux_4: 0.1450 (0.1457)  loss_bbox_aux_5: 0.1885 (0.1923)  loss_bbox_dn_0: 0.2320 (0.2501)  loss_bbox_dn_1: 0.1612 (0.1815)  loss_bbox_dn_2: 0.1436 (0.1614)  loss_bbox_dn_3: 0.1456 (0.1556)  loss_bbox_dn_4: 0.1441 (0.1542)  loss_bbox_dn_5: 0.1442 (0.1542)  loss_giou: 0.4487 (0.4580)  loss_giou_aux_0: 0.4752 (0.4808)  loss_giou_aux_1: 0.4678 (0.4677)  loss_giou_aux_2: 0.4495 (0.4624)  loss_giou_aux_3: 0.4467 (0.4597)  loss_giou_aux_4: 0.4500 (0.4581)  loss_giou_aux_5: 0.5293 (0.5419)  loss_giou_dn_0: 0.5318 (0.5551)  loss_giou_dn_1: 0.4267 (0.4466)  loss_giou_dn_2: 0.4015 (0.4152)  loss_giou_dn_3: 0.3927 (0.4069)  loss_giou_dn_4: 0.3911 (0.4048)  loss_giou_dn_5: 0.3916 (0.4050)  loss_vfl: 0.6360 (0.6488)  loss_vfl_aux_0: 0.7393 (0.7412)  loss_vfl_aux_1: 0.6880 (0.6991)  loss_vfl_aux_2: 0.6746 (0.6746)  loss_vfl_aux_3: 0.6492 (0.6600)  loss_vfl_aux_4: 0.6399 (0.6531)  loss_vfl_aux_5: 0.7235 (0.7338)  loss_vfl_dn_0: 0.4393 (0.4431)  loss_vfl_dn_1: 0.3794 (0.3775)  loss_vfl_dn_2: 0.3633 (0.3615)  loss_vfl_dn_3: 0.3562 (0.3544)  loss_vfl_dn_4: 0.3524 (0.3519)  loss_vfl_dn_5: 0.3497 (0.3512)  time: 0.4747  data: 0.0134  max mem: 5654
Epoch: [67]  [2700/7393]  eta: 0:38:11  lr: 0.000010  loss: 15.3720 (15.1553)  loss_bbox: 0.1365 (0.1456)  loss_bbox_aux_0: 0.1597 (0.1578)  loss_bbox_aux_1: 0.1422 (0.1506)  loss_bbox_aux_2: 0.1379 (0.1479)  loss_bbox_aux_3: 0.1398 (0.1465)  loss_bbox_aux_4: 0.1363 (0.1456)  loss_bbox_aux_5: 0.1792 (0.1922)  loss_bbox_dn_0: 0.2533 (0.2502)  loss_bbox_dn_1: 0.1787 (0.1815)  loss_bbox_dn_2: 0.1612 (0.1614)  loss_bbox_dn_3: 0.1534 (0.1556)  loss_bbox_dn_4: 0.1511 (0.1542)  loss_bbox_dn_5: 0.1512 (0.1542)  loss_giou: 0.4224 (0.4579)  loss_giou_aux_0: 0.4595 (0.4807)  loss_giou_aux_1: 0.4315 (0.4676)  loss_giou_aux_2: 0.4361 (0.4623)  loss_giou_aux_3: 0.4295 (0.4596)  loss_giou_aux_4: 0.4257 (0.4580)  loss_giou_aux_5: 0.5153 (0.5416)  loss_giou_dn_0: 0.5374 (0.5549)  loss_giou_dn_1: 0.4432 (0.4465)  loss_giou_dn_2: 0.4192 (0.4151)  loss_giou_dn_3: 0.4089 (0.4068)  loss_giou_dn_4: 0.4075 (0.4047)  loss_giou_dn_5: 0.4075 (0.4049)  loss_vfl: 0.6251 (0.6491)  loss_vfl_aux_0: 0.7159 (0.7414)  loss_vfl_aux_1: 0.6736 (0.6992)  loss_vfl_aux_2: 0.6607 (0.6748)  loss_vfl_aux_3: 0.6432 (0.6603)  loss_vfl_aux_4: 0.6345 (0.6534)  loss_vfl_aux_5: 0.7174 (0.7340)  loss_vfl_dn_0: 0.4423 (0.4431)  loss_vfl_dn_1: 0.3750 (0.3774)  loss_vfl_dn_2: 0.3585 (0.3615)  loss_vfl_dn_3: 0.3516 (0.3544)  loss_vfl_dn_4: 0.3494 (0.3519)  loss_vfl_dn_5: 0.3487 (0.3512)  time: 0.4796  data: 0.0135  max mem: 5654
Epoch: [67]  [2800/7393]  eta: 0:37:21  lr: 0.000010  loss: 14.6745 (15.1535)  loss_bbox: 0.1408 (0.1455)  loss_bbox_aux_0: 0.1721 (0.1578)  loss_bbox_aux_1: 0.1603 (0.1506)  loss_bbox_aux_2: 0.1529 (0.1478)  loss_bbox_aux_3: 0.1399 (0.1465)  loss_bbox_aux_4: 0.1471 (0.1456)  loss_bbox_aux_5: 0.1919 (0.1921)  loss_bbox_dn_0: 0.2483 (0.2499)  loss_bbox_dn_1: 0.1853 (0.1813)  loss_bbox_dn_2: 0.1589 (0.1612)  loss_bbox_dn_3: 0.1495 (0.1554)  loss_bbox_dn_4: 0.1459 (0.1540)  loss_bbox_dn_5: 0.1459 (0.1540)  loss_giou: 0.4369 (0.4580)  loss_giou_aux_0: 0.4658 (0.4807)  loss_giou_aux_1: 0.4380 (0.4676)  loss_giou_aux_2: 0.4253 (0.4623)  loss_giou_aux_3: 0.4354 (0.4597)  loss_giou_aux_4: 0.4312 (0.4581)  loss_giou_aux_5: 0.5196 (0.5416)  loss_giou_dn_0: 0.5334 (0.5549)  loss_giou_dn_1: 0.4256 (0.4465)  loss_giou_dn_2: 0.3873 (0.4151)  loss_giou_dn_3: 0.3812 (0.4067)  loss_giou_dn_4: 0.3791 (0.4047)  loss_giou_dn_5: 0.3790 (0.4048)  loss_vfl: 0.6460 (0.6489)  loss_vfl_aux_0: 0.7500 (0.7414)  loss_vfl_aux_1: 0.7166 (0.6992)  loss_vfl_aux_2: 0.6893 (0.6747)  loss_vfl_aux_3: 0.6706 (0.6602)  loss_vfl_aux_4: 0.6532 (0.6532)  loss_vfl_aux_5: 0.7511 (0.7340)  loss_vfl_dn_0: 0.4418 (0.4430)  loss_vfl_dn_1: 0.3679 (0.3774)  loss_vfl_dn_2: 0.3546 (0.3614)  loss_vfl_dn_3: 0.3485 (0.3544)  loss_vfl_dn_4: 0.3459 (0.3519)  loss_vfl_dn_5: 0.3458 (0.3511)  time: 0.4867  data: 0.0135  max mem: 5654
Epoch: [67]  [2900/7393]  eta: 0:36:31  lr: 0.000010  loss: 15.3433 (15.1527)  loss_bbox: 0.1432 (0.1456)  loss_bbox_aux_0: 0.1485 (0.1578)  loss_bbox_aux_1: 0.1418 (0.1506)  loss_bbox_aux_2: 0.1469 (0.1479)  loss_bbox_aux_3: 0.1439 (0.1465)  loss_bbox_aux_4: 0.1423 (0.1457)  loss_bbox_aux_5: 0.1884 (0.1921)  loss_bbox_dn_0: 0.2305 (0.2499)  loss_bbox_dn_1: 0.1642 (0.1814)  loss_bbox_dn_2: 0.1470 (0.1613)  loss_bbox_dn_3: 0.1467 (0.1555)  loss_bbox_dn_4: 0.1447 (0.1541)  loss_bbox_dn_5: 0.1447 (0.1541)  loss_giou: 0.4325 (0.4580)  loss_giou_aux_0: 0.4550 (0.4807)  loss_giou_aux_1: 0.4514 (0.4676)  loss_giou_aux_2: 0.4435 (0.4623)  loss_giou_aux_3: 0.4395 (0.4597)  loss_giou_aux_4: 0.4338 (0.4581)  loss_giou_aux_5: 0.5228 (0.5415)  loss_giou_dn_0: 0.5549 (0.5547)  loss_giou_dn_1: 0.4467 (0.4464)  loss_giou_dn_2: 0.4125 (0.4150)  loss_giou_dn_3: 0.4031 (0.4067)  loss_giou_dn_4: 0.4001 (0.4046)  loss_giou_dn_5: 0.4004 (0.4048)  loss_vfl: 0.6417 (0.6489)  loss_vfl_aux_0: 0.7292 (0.7413)  loss_vfl_aux_1: 0.6905 (0.6990)  loss_vfl_aux_2: 0.6724 (0.6745)  loss_vfl_aux_3: 0.6727 (0.6602)  loss_vfl_aux_4: 0.6515 (0.6531)  loss_vfl_aux_5: 0.7174 (0.7339)  loss_vfl_dn_0: 0.4408 (0.4430)  loss_vfl_dn_1: 0.3784 (0.3774)  loss_vfl_dn_2: 0.3577 (0.3615)  loss_vfl_dn_3: 0.3546 (0.3544)  loss_vfl_dn_4: 0.3526 (0.3519)  loss_vfl_dn_5: 0.3505 (0.3512)  time: 0.4787  data: 0.0138  max mem: 5654
Epoch: [67]  [3000/7393]  eta: 0:35:51  lr: 0.000010  loss: 15.4149 (15.1446)  loss_bbox: 0.1480 (0.1455)  loss_bbox_aux_0: 0.1539 (0.1578)  loss_bbox_aux_1: 0.1461 (0.1505)  loss_bbox_aux_2: 0.1449 (0.1478)  loss_bbox_aux_3: 0.1478 (0.1465)  loss_bbox_aux_4: 0.1488 (0.1456)  loss_bbox_aux_5: 0.1943 (0.1920)  loss_bbox_dn_0: 0.2391 (0.2497)  loss_bbox_dn_1: 0.1767 (0.1813)  loss_bbox_dn_2: 0.1589 (0.1612)  loss_bbox_dn_3: 0.1540 (0.1554)  loss_bbox_dn_4: 0.1512 (0.1540)  loss_bbox_dn_5: 0.1514 (0.1540)  loss_giou: 0.4386 (0.4577)  loss_giou_aux_0: 0.4596 (0.4805)  loss_giou_aux_1: 0.4415 (0.4673)  loss_giou_aux_2: 0.4304 (0.4621)  loss_giou_aux_3: 0.4348 (0.4595)  loss_giou_aux_4: 0.4383 (0.4578)  loss_giou_aux_5: 0.5213 (0.5412)  loss_giou_dn_0: 0.5506 (0.5544)  loss_giou_dn_1: 0.4415 (0.4461)  loss_giou_dn_2: 0.4094 (0.4147)  loss_giou_dn_3: 0.4013 (0.4064)  loss_giou_dn_4: 0.3973 (0.4043)  loss_giou_dn_5: 0.3972 (0.4045)  loss_vfl: 0.6414 (0.6485)  loss_vfl_aux_0: 0.7468 (0.7410)  loss_vfl_aux_1: 0.7109 (0.6988)  loss_vfl_aux_2: 0.6680 (0.6741)  loss_vfl_aux_3: 0.6540 (0.6598)  loss_vfl_aux_4: 0.6463 (0.6528)  loss_vfl_aux_5: 0.7261 (0.7334)  loss_vfl_dn_0: 0.4471 (0.4429)  loss_vfl_dn_1: 0.3807 (0.3772)  loss_vfl_dn_2: 0.3664 (0.3614)  loss_vfl_dn_3: 0.3604 (0.3543)  loss_vfl_dn_4: 0.3582 (0.3518)  loss_vfl_dn_5: 0.3568 (0.3510)  time: 0.8152  data: 0.0141  max mem: 5654
Epoch: [67]  [3100/7393]  eta: 0:35:09  lr: 0.000010  loss: 15.0124 (15.1372)  loss_bbox: 0.1638 (0.1458)  loss_bbox_aux_0: 0.1728 (0.1580)  loss_bbox_aux_1: 0.1678 (0.1507)  loss_bbox_aux_2: 0.1711 (0.1481)  loss_bbox_aux_3: 0.1637 (0.1467)  loss_bbox_aux_4: 0.1636 (0.1458)  loss_bbox_aux_5: 0.2126 (0.1924)  loss_bbox_dn_0: 0.2840 (0.2502)  loss_bbox_dn_1: 0.1987 (0.1816)  loss_bbox_dn_2: 0.1797 (0.1615)  loss_bbox_dn_3: 0.1748 (0.1557)  loss_bbox_dn_4: 0.1738 (0.1543)  loss_bbox_dn_5: 0.1738 (0.1543)  loss_giou: 0.4013 (0.4570)  loss_giou_aux_0: 0.4361 (0.4798)  loss_giou_aux_1: 0.4021 (0.4666)  loss_giou_aux_2: 0.4091 (0.4614)  loss_giou_aux_3: 0.4142 (0.4587)  loss_giou_aux_4: 0.4011 (0.4571)  loss_giou_aux_5: 0.4739 (0.5405)  loss_giou_dn_0: 0.5366 (0.5539)  loss_giou_dn_1: 0.4201 (0.4455)  loss_giou_dn_2: 0.3884 (0.4141)  loss_giou_dn_3: 0.3859 (0.4058)  loss_giou_dn_4: 0.3835 (0.4038)  loss_giou_dn_5: 0.3838 (0.4039)  loss_vfl: 0.6577 (0.6482)  loss_vfl_aux_0: 0.7304 (0.7407)  loss_vfl_aux_1: 0.7058 (0.6985)  loss_vfl_aux_2: 0.6983 (0.6738)  loss_vfl_aux_3: 0.6678 (0.6595)  loss_vfl_aux_4: 0.6705 (0.6525)  loss_vfl_aux_5: 0.7202 (0.7332)  loss_vfl_dn_0: 0.4425 (0.4429)  loss_vfl_dn_1: 0.3707 (0.3771)  loss_vfl_dn_2: 0.3535 (0.3612)  loss_vfl_dn_3: 0.3419 (0.3541)  loss_vfl_dn_4: 0.3391 (0.3515)  loss_vfl_dn_5: 0.3384 (0.3508)  time: 0.4616  data: 0.0139  max mem: 5654
Epoch: [67]  [3200/7393]  eta: 0:34:26  lr: 0.000010  loss: 14.8491 (15.1351)  loss_bbox: 0.1368 (0.1457)  loss_bbox_aux_0: 0.1621 (0.1581)  loss_bbox_aux_1: 0.1514 (0.1508)  loss_bbox_aux_2: 0.1374 (0.1480)  loss_bbox_aux_3: 0.1355 (0.1466)  loss_bbox_aux_4: 0.1369 (0.1458)  loss_bbox_aux_5: 0.1750 (0.1925)  loss_bbox_dn_0: 0.2491 (0.2502)  loss_bbox_dn_1: 0.1624 (0.1816)  loss_bbox_dn_2: 0.1522 (0.1616)  loss_bbox_dn_3: 0.1494 (0.1558)  loss_bbox_dn_4: 0.1506 (0.1543)  loss_bbox_dn_5: 0.1506 (0.1544)  loss_giou: 0.4450 (0.4569)  loss_giou_aux_0: 0.4781 (0.4798)  loss_giou_aux_1: 0.4684 (0.4665)  loss_giou_aux_2: 0.4476 (0.4613)  loss_giou_aux_3: 0.4449 (0.4586)  loss_giou_aux_4: 0.4450 (0.4570)  loss_giou_aux_5: 0.5163 (0.5404)  loss_giou_dn_0: 0.5141 (0.5537)  loss_giou_dn_1: 0.4242 (0.4454)  loss_giou_dn_2: 0.3944 (0.4140)  loss_giou_dn_3: 0.3922 (0.4057)  loss_giou_dn_4: 0.3916 (0.4036)  loss_giou_dn_5: 0.3913 (0.4038)  loss_vfl: 0.6539 (0.6482)  loss_vfl_aux_0: 0.7299 (0.7404)  loss_vfl_aux_1: 0.6926 (0.6983)  loss_vfl_aux_2: 0.6609 (0.6737)  loss_vfl_aux_3: 0.6670 (0.6596)  loss_vfl_aux_4: 0.6600 (0.6525)  loss_vfl_aux_5: 0.7475 (0.7334)  loss_vfl_dn_0: 0.4367 (0.4429)  loss_vfl_dn_1: 0.3711 (0.3770)  loss_vfl_dn_2: 0.3542 (0.3611)  loss_vfl_dn_3: 0.3475 (0.3540)  loss_vfl_dn_4: 0.3457 (0.3515)  loss_vfl_dn_5: 0.3451 (0.3508)  time: 0.4673  data: 0.0138  max mem: 5654
Epoch: [67]  [3300/7393]  eta: 0:33:35  lr: 0.000010  loss: 14.6278 (15.1340)  loss_bbox: 0.1345 (0.1456)  loss_bbox_aux_0: 0.1443 (0.1580)  loss_bbox_aux_1: 0.1365 (0.1507)  loss_bbox_aux_2: 0.1355 (0.1480)  loss_bbox_aux_3: 0.1345 (0.1465)  loss_bbox_aux_4: 0.1344 (0.1457)  loss_bbox_aux_5: 0.1787 (0.1923)  loss_bbox_dn_0: 0.2250 (0.2499)  loss_bbox_dn_1: 0.1652 (0.1814)  loss_bbox_dn_2: 0.1485 (0.1613)  loss_bbox_dn_3: 0.1444 (0.1555)  loss_bbox_dn_4: 0.1443 (0.1541)  loss_bbox_dn_5: 0.1444 (0.1542)  loss_giou: 0.4604 (0.4571)  loss_giou_aux_0: 0.4949 (0.4800)  loss_giou_aux_1: 0.4741 (0.4667)  loss_giou_aux_2: 0.4690 (0.4615)  loss_giou_aux_3: 0.4642 (0.4587)  loss_giou_aux_4: 0.4586 (0.4572)  loss_giou_aux_5: 0.5477 (0.5405)  loss_giou_dn_0: 0.5546 (0.5538)  loss_giou_dn_1: 0.4535 (0.4455)  loss_giou_dn_2: 0.4187 (0.4141)  loss_giou_dn_3: 0.4066 (0.4058)  loss_giou_dn_4: 0.4013 (0.4037)  loss_giou_dn_5: 0.4014 (0.4039)  loss_vfl: 0.6243 (0.6481)  loss_vfl_aux_0: 0.6978 (0.7401)  loss_vfl_aux_1: 0.6516 (0.6980)  loss_vfl_aux_2: 0.6350 (0.6735)  loss_vfl_aux_3: 0.6229 (0.6594)  loss_vfl_aux_4: 0.6278 (0.6524)  loss_vfl_aux_5: 0.6795 (0.7331)  loss_vfl_dn_0: 0.4427 (0.4429)  loss_vfl_dn_1: 0.3781 (0.3771)  loss_vfl_dn_2: 0.3633 (0.3612)  loss_vfl_dn_3: 0.3557 (0.3541)  loss_vfl_dn_4: 0.3533 (0.3516)  loss_vfl_dn_5: 0.3523 (0.3509)  time: 0.4835  data: 0.0138  max mem: 5654
Epoch: [67]  [3400/7393]  eta: 0:32:43  lr: 0.000010  loss: 15.5957 (15.1368)  loss_bbox: 0.1487 (0.1456)  loss_bbox_aux_0: 0.1628 (0.1580)  loss_bbox_aux_1: 0.1509 (0.1507)  loss_bbox_aux_2: 0.1477 (0.1479)  loss_bbox_aux_3: 0.1473 (0.1464)  loss_bbox_aux_4: 0.1487 (0.1456)  loss_bbox_aux_5: 0.1967 (0.1923)  loss_bbox_dn_0: 0.2422 (0.2496)  loss_bbox_dn_1: 0.1795 (0.1812)  loss_bbox_dn_2: 0.1653 (0.1611)  loss_bbox_dn_3: 0.1594 (0.1553)  loss_bbox_dn_4: 0.1585 (0.1539)  loss_bbox_dn_5: 0.1585 (0.1539)  loss_giou: 0.4638 (0.4576)  loss_giou_aux_0: 0.4905 (0.4805)  loss_giou_aux_1: 0.4728 (0.4672)  loss_giou_aux_2: 0.4717 (0.4619)  loss_giou_aux_3: 0.4567 (0.4592)  loss_giou_aux_4: 0.4617 (0.4577)  loss_giou_aux_5: 0.5517 (0.5410)  loss_giou_dn_0: 0.5684 (0.5541)  loss_giou_dn_1: 0.4592 (0.4458)  loss_giou_dn_2: 0.4304 (0.4144)  loss_giou_dn_3: 0.4220 (0.4061)  loss_giou_dn_4: 0.4207 (0.4040)  loss_giou_dn_5: 0.4212 (0.4042)  loss_vfl: 0.6463 (0.6480)  loss_vfl_aux_0: 0.7487 (0.7400)  loss_vfl_aux_1: 0.6992 (0.6978)  loss_vfl_aux_2: 0.6726 (0.6734)  loss_vfl_aux_3: 0.6579 (0.6594)  loss_vfl_aux_4: 0.6475 (0.6522)  loss_vfl_aux_5: 0.7310 (0.7328)  loss_vfl_dn_0: 0.4437 (0.4429)  loss_vfl_dn_1: 0.3796 (0.3771)  loss_vfl_dn_2: 0.3675 (0.3613)  loss_vfl_dn_3: 0.3605 (0.3542)  loss_vfl_dn_4: 0.3586 (0.3516)  loss_vfl_dn_5: 0.3570 (0.3509)  time: 0.4728  data: 0.0139  max mem: 5654
Epoch: [67]  [3500/7393]  eta: 0:31:58  lr: 0.000010  loss: 15.3637 (15.1354)  loss_bbox: 0.1423 (0.1455)  loss_bbox_aux_0: 0.1556 (0.1579)  loss_bbox_aux_1: 0.1496 (0.1506)  loss_bbox_aux_2: 0.1418 (0.1479)  loss_bbox_aux_3: 0.1409 (0.1464)  loss_bbox_aux_4: 0.1422 (0.1456)  loss_bbox_aux_5: 0.1835 (0.1922)  loss_bbox_dn_0: 0.2372 (0.2496)  loss_bbox_dn_1: 0.1795 (0.1812)  loss_bbox_dn_2: 0.1563 (0.1611)  loss_bbox_dn_3: 0.1467 (0.1553)  loss_bbox_dn_4: 0.1435 (0.1539)  loss_bbox_dn_5: 0.1436 (0.1539)  loss_giou: 0.4653 (0.4575)  loss_giou_aux_0: 0.4923 (0.4804)  loss_giou_aux_1: 0.4849 (0.4671)  loss_giou_aux_2: 0.4827 (0.4619)  loss_giou_aux_3: 0.4716 (0.4591)  loss_giou_aux_4: 0.4626 (0.4576)  loss_giou_aux_5: 0.5416 (0.5409)  loss_giou_dn_0: 0.5575 (0.5540)  loss_giou_dn_1: 0.4576 (0.4458)  loss_giou_dn_2: 0.4221 (0.4143)  loss_giou_dn_3: 0.4133 (0.4060)  loss_giou_dn_4: 0.4072 (0.4039)  loss_giou_dn_5: 0.4070 (0.4041)  loss_vfl: 0.6261 (0.6478)  loss_vfl_aux_0: 0.6990 (0.7401)  loss_vfl_aux_1: 0.6725 (0.6980)  loss_vfl_aux_2: 0.6506 (0.6732)  loss_vfl_aux_3: 0.6341 (0.6593)  loss_vfl_aux_4: 0.6254 (0.6520)  loss_vfl_aux_5: 0.7128 (0.7330)  loss_vfl_dn_0: 0.4478 (0.4430)  loss_vfl_dn_1: 0.3835 (0.3772)  loss_vfl_dn_2: 0.3716 (0.3613)  loss_vfl_dn_3: 0.3588 (0.3542)  loss_vfl_dn_4: 0.3560 (0.3517)  loss_vfl_dn_5: 0.3560 (0.3510)  time: 0.4772  data: 0.0138  max mem: 5654
Epoch: [67]  [3600/7393]  eta: 0:31:08  lr: 0.000010  loss: 14.9863 (15.1363)  loss_bbox: 0.1303 (0.1455)  loss_bbox_aux_0: 0.1535 (0.1579)  loss_bbox_aux_1: 0.1348 (0.1505)  loss_bbox_aux_2: 0.1314 (0.1479)  loss_bbox_aux_3: 0.1304 (0.1464)  loss_bbox_aux_4: 0.1303 (0.1456)  loss_bbox_aux_5: 0.1825 (0.1921)  loss_bbox_dn_0: 0.2376 (0.2497)  loss_bbox_dn_1: 0.1606 (0.1812)  loss_bbox_dn_2: 0.1397 (0.1611)  loss_bbox_dn_3: 0.1341 (0.1554)  loss_bbox_dn_4: 0.1336 (0.1540)  loss_bbox_dn_5: 0.1335 (0.1540)  loss_giou: 0.4489 (0.4574)  loss_giou_aux_0: 0.4805 (0.4803)  loss_giou_aux_1: 0.4521 (0.4670)  loss_giou_aux_2: 0.4444 (0.4618)  loss_giou_aux_3: 0.4442 (0.4590)  loss_giou_aux_4: 0.4494 (0.4575)  loss_giou_aux_5: 0.5514 (0.5407)  loss_giou_dn_0: 0.5477 (0.5541)  loss_giou_dn_1: 0.4361 (0.4458)  loss_giou_dn_2: 0.4057 (0.4143)  loss_giou_dn_3: 0.3975 (0.4061)  loss_giou_dn_4: 0.3947 (0.4040)  loss_giou_dn_5: 0.3953 (0.4042)  loss_vfl: 0.6651 (0.6481)  loss_vfl_aux_0: 0.7417 (0.7401)  loss_vfl_aux_1: 0.7225 (0.6982)  loss_vfl_aux_2: 0.6937 (0.6734)  loss_vfl_aux_3: 0.6796 (0.6595)  loss_vfl_aux_4: 0.6555 (0.6522)  loss_vfl_aux_5: 0.7413 (0.7331)  loss_vfl_dn_0: 0.4472 (0.4429)  loss_vfl_dn_1: 0.3839 (0.3772)  loss_vfl_dn_2: 0.3677 (0.3613)  loss_vfl_dn_3: 0.3605 (0.3542)  loss_vfl_dn_4: 0.3614 (0.3516)  loss_vfl_dn_5: 0.3609 (0.3510)  time: 0.5041  data: 0.0141  max mem: 5654
Epoch: [67]  [3700/7393]  eta: 0:30:17  lr: 0.000010  loss: 14.8310 (15.1438)  loss_bbox: 0.1499 (0.1456)  loss_bbox_aux_0: 0.1554 (0.1580)  loss_bbox_aux_1: 0.1397 (0.1506)  loss_bbox_aux_2: 0.1482 (0.1480)  loss_bbox_aux_3: 0.1450 (0.1464)  loss_bbox_aux_4: 0.1515 (0.1457)  loss_bbox_aux_5: 0.1901 (0.1922)  loss_bbox_dn_0: 0.2318 (0.2497)  loss_bbox_dn_1: 0.1658 (0.1812)  loss_bbox_dn_2: 0.1430 (0.1612)  loss_bbox_dn_3: 0.1377 (0.1554)  loss_bbox_dn_4: 0.1376 (0.1540)  loss_bbox_dn_5: 0.1376 (0.1540)  loss_giou: 0.4322 (0.4581)  loss_giou_aux_0: 0.4519 (0.4810)  loss_giou_aux_1: 0.4408 (0.4677)  loss_giou_aux_2: 0.4486 (0.4625)  loss_giou_aux_3: 0.4431 (0.4597)  loss_giou_aux_4: 0.4388 (0.4582)  loss_giou_aux_5: 0.5409 (0.5415)  loss_giou_dn_0: 0.5435 (0.5546)  loss_giou_dn_1: 0.4244 (0.4462)  loss_giou_dn_2: 0.3942 (0.4148)  loss_giou_dn_3: 0.3803 (0.4065)  loss_giou_dn_4: 0.3756 (0.4044)  loss_giou_dn_5: 0.3759 (0.4046)  loss_vfl: 0.6301 (0.6481)  loss_vfl_aux_0: 0.7404 (0.7400)  loss_vfl_aux_1: 0.7045 (0.6981)  loss_vfl_aux_2: 0.6711 (0.6733)  loss_vfl_aux_3: 0.6356 (0.6595)  loss_vfl_aux_4: 0.6336 (0.6521)  loss_vfl_aux_5: 0.7409 (0.7330)  loss_vfl_dn_0: 0.4410 (0.4429)  loss_vfl_dn_1: 0.3784 (0.3772)  loss_vfl_dn_2: 0.3580 (0.3613)  loss_vfl_dn_3: 0.3508 (0.3542)  loss_vfl_dn_4: 0.3505 (0.3517)  loss_vfl_dn_5: 0.3495 (0.3510)  time: 0.4841  data: 0.0139  max mem: 5654
Epoch: [67]  [3800/7393]  eta: 0:29:26  lr: 0.000010  loss: 15.3828 (15.1464)  loss_bbox: 0.1456 (0.1457)  loss_bbox_aux_0: 0.1658 (0.1581)  loss_bbox_aux_1: 0.1494 (0.1507)  loss_bbox_aux_2: 0.1454 (0.1480)  loss_bbox_aux_3: 0.1500 (0.1465)  loss_bbox_aux_4: 0.1453 (0.1457)  loss_bbox_aux_5: 0.1899 (0.1922)  loss_bbox_dn_0: 0.2490 (0.2498)  loss_bbox_dn_1: 0.1828 (0.1813)  loss_bbox_dn_2: 0.1623 (0.1613)  loss_bbox_dn_3: 0.1578 (0.1555)  loss_bbox_dn_4: 0.1543 (0.1541)  loss_bbox_dn_5: 0.1543 (0.1541)  loss_giou: 0.4086 (0.4581)  loss_giou_aux_0: 0.4323 (0.4811)  loss_giou_aux_1: 0.4095 (0.4678)  loss_giou_aux_2: 0.4169 (0.4626)  loss_giou_aux_3: 0.4088 (0.4598)  loss_giou_aux_4: 0.4062 (0.4583)  loss_giou_aux_5: 0.4963 (0.5414)  loss_giou_dn_0: 0.5417 (0.5546)  loss_giou_dn_1: 0.4257 (0.4463)  loss_giou_dn_2: 0.4031 (0.4148)  loss_giou_dn_3: 0.3966 (0.4065)  loss_giou_dn_4: 0.3951 (0.4044)  loss_giou_dn_5: 0.3951 (0.4046)  loss_vfl: 0.6493 (0.6482)  loss_vfl_aux_0: 0.7201 (0.7401)  loss_vfl_aux_1: 0.6844 (0.6981)  loss_vfl_aux_2: 0.6944 (0.6734)  loss_vfl_aux_3: 0.6564 (0.6596)  loss_vfl_aux_4: 0.6479 (0.6523)  loss_vfl_aux_5: 0.7152 (0.7332)  loss_vfl_dn_0: 0.4425 (0.4428)  loss_vfl_dn_1: 0.3810 (0.3771)  loss_vfl_dn_2: 0.3680 (0.3613)  loss_vfl_dn_3: 0.3588 (0.3542)  loss_vfl_dn_4: 0.3568 (0.3516)  loss_vfl_dn_5: 0.3562 (0.3509)  time: 0.4789  data: 0.0138  max mem: 5654
Epoch: [67]  [3900/7393]  eta: 0:28:35  lr: 0.000010  loss: 14.7919 (15.1453)  loss_bbox: 0.1317 (0.1456)  loss_bbox_aux_0: 0.1369 (0.1581)  loss_bbox_aux_1: 0.1301 (0.1508)  loss_bbox_aux_2: 0.1325 (0.1481)  loss_bbox_aux_3: 0.1310 (0.1465)  loss_bbox_aux_4: 0.1326 (0.1457)  loss_bbox_aux_5: 0.1744 (0.1922)  loss_bbox_dn_0: 0.2279 (0.2497)  loss_bbox_dn_1: 0.1727 (0.1813)  loss_bbox_dn_2: 0.1463 (0.1613)  loss_bbox_dn_3: 0.1416 (0.1555)  loss_bbox_dn_4: 0.1417 (0.1541)  loss_bbox_dn_5: 0.1417 (0.1541)  loss_giou: 0.4259 (0.4581)  loss_giou_aux_0: 0.4543 (0.4812)  loss_giou_aux_1: 0.4454 (0.4679)  loss_giou_aux_2: 0.4350 (0.4626)  loss_giou_aux_3: 0.4291 (0.4598)  loss_giou_aux_4: 0.4277 (0.4584)  loss_giou_aux_5: 0.5240 (0.5414)  loss_giou_dn_0: 0.5168 (0.5546)  loss_giou_dn_1: 0.4193 (0.4463)  loss_giou_dn_2: 0.3894 (0.4148)  loss_giou_dn_3: 0.3815 (0.4065)  loss_giou_dn_4: 0.3786 (0.4044)  loss_giou_dn_5: 0.3787 (0.4046)  loss_vfl: 0.6366 (0.6482)  loss_vfl_aux_0: 0.7226 (0.7398)  loss_vfl_aux_1: 0.6720 (0.6979)  loss_vfl_aux_2: 0.6514 (0.6733)  loss_vfl_aux_3: 0.6336 (0.6596)  loss_vfl_aux_4: 0.6334 (0.6521)  loss_vfl_aux_5: 0.7169 (0.7330)  loss_vfl_dn_0: 0.4422 (0.4428)  loss_vfl_dn_1: 0.3733 (0.3771)  loss_vfl_dn_2: 0.3543 (0.3612)  loss_vfl_dn_3: 0.3473 (0.3542)  loss_vfl_dn_4: 0.3477 (0.3516)  loss_vfl_dn_5: 0.3450 (0.3509)  time: 0.4691  data: 0.0138  max mem: 5654
Epoch: [67]  [4000/7393]  eta: 0:27:46  lr: 0.000010  loss: 15.2774 (15.1440)  loss_bbox: 0.1349 (0.1455)  loss_bbox_aux_0: 0.1477 (0.1580)  loss_bbox_aux_1: 0.1424 (0.1507)  loss_bbox_aux_2: 0.1399 (0.1479)  loss_bbox_aux_3: 0.1345 (0.1463)  loss_bbox_aux_4: 0.1349 (0.1456)  loss_bbox_aux_5: 0.1909 (0.1921)  loss_bbox_dn_0: 0.2592 (0.2497)  loss_bbox_dn_1: 0.1936 (0.1812)  loss_bbox_dn_2: 0.1712 (0.1612)  loss_bbox_dn_3: 0.1685 (0.1554)  loss_bbox_dn_4: 0.1692 (0.1541)  loss_bbox_dn_5: 0.1692 (0.1541)  loss_giou: 0.4304 (0.4579)  loss_giou_aux_0: 0.4629 (0.4809)  loss_giou_aux_1: 0.4614 (0.4677)  loss_giou_aux_2: 0.4461 (0.4624)  loss_giou_aux_3: 0.4360 (0.4596)  loss_giou_aux_4: 0.4312 (0.4581)  loss_giou_aux_5: 0.5408 (0.5412)  loss_giou_dn_0: 0.5794 (0.5544)  loss_giou_dn_1: 0.4707 (0.4461)  loss_giou_dn_2: 0.4320 (0.4147)  loss_giou_dn_3: 0.4253 (0.4064)  loss_giou_dn_4: 0.4243 (0.4043)  loss_giou_dn_5: 0.4242 (0.4045)  loss_vfl: 0.6724 (0.6486)  loss_vfl_aux_0: 0.7568 (0.7400)  loss_vfl_aux_1: 0.7036 (0.6982)  loss_vfl_aux_2: 0.6871 (0.6736)  loss_vfl_aux_3: 0.6821 (0.6600)  loss_vfl_aux_4: 0.6856 (0.6526)  loss_vfl_aux_5: 0.7412 (0.7332)  loss_vfl_dn_0: 0.4369 (0.4428)  loss_vfl_dn_1: 0.3761 (0.3771)  loss_vfl_dn_2: 0.3593 (0.3612)  loss_vfl_dn_3: 0.3507 (0.3541)  loss_vfl_dn_4: 0.3498 (0.3516)  loss_vfl_dn_5: 0.3490 (0.3509)  time: 0.4798  data: 0.0140  max mem: 5654
Epoch: [67]  [4100/7393]  eta: 0:26:56  lr: 0.000010  loss: 15.4981 (15.1488)  loss_bbox: 0.1355 (0.1454)  loss_bbox_aux_0: 0.1418 (0.1580)  loss_bbox_aux_1: 0.1413 (0.1506)  loss_bbox_aux_2: 0.1337 (0.1479)  loss_bbox_aux_3: 0.1338 (0.1463)  loss_bbox_aux_4: 0.1369 (0.1455)  loss_bbox_aux_5: 0.1732 (0.1921)  loss_bbox_dn_0: 0.2213 (0.2494)  loss_bbox_dn_1: 0.1663 (0.1811)  loss_bbox_dn_2: 0.1517 (0.1611)  loss_bbox_dn_3: 0.1460 (0.1553)  loss_bbox_dn_4: 0.1440 (0.1539)  loss_bbox_dn_5: 0.1442 (0.1539)  loss_giou: 0.5056 (0.4587)  loss_giou_aux_0: 0.5509 (0.4817)  loss_giou_aux_1: 0.5290 (0.4685)  loss_giou_aux_2: 0.5134 (0.4632)  loss_giou_aux_3: 0.5073 (0.4603)  loss_giou_aux_4: 0.5079 (0.4589)  loss_giou_aux_5: 0.6129 (0.5419)  loss_giou_dn_0: 0.5941 (0.5550)  loss_giou_dn_1: 0.4849 (0.4466)  loss_giou_dn_2: 0.4615 (0.4152)  loss_giou_dn_3: 0.4524 (0.4069)  loss_giou_dn_4: 0.4527 (0.4048)  loss_giou_dn_5: 0.4524 (0.4050)  loss_vfl: 0.6353 (0.6484)  loss_vfl_aux_0: 0.7371 (0.7395)  loss_vfl_aux_1: 0.6906 (0.6977)  loss_vfl_aux_2: 0.6288 (0.6733)  loss_vfl_aux_3: 0.6432 (0.6597)  loss_vfl_aux_4: 0.6401 (0.6524)  loss_vfl_aux_5: 0.7208 (0.7327)  loss_vfl_dn_0: 0.4377 (0.4427)  loss_vfl_dn_1: 0.3754 (0.3771)  loss_vfl_dn_2: 0.3597 (0.3613)  loss_vfl_dn_3: 0.3566 (0.3542)  loss_vfl_dn_4: 0.3553 (0.3517)  loss_vfl_dn_5: 0.3559 (0.3510)  time: 0.4760  data: 0.0136  max mem: 5654
Epoch: [67]  [4200/7393]  eta: 0:26:05  lr: 0.000010  loss: 15.4308 (15.1519)  loss_bbox: 0.1394 (0.1454)  loss_bbox_aux_0: 0.1451 (0.1580)  loss_bbox_aux_1: 0.1394 (0.1506)  loss_bbox_aux_2: 0.1430 (0.1479)  loss_bbox_aux_3: 0.1403 (0.1462)  loss_bbox_aux_4: 0.1393 (0.1455)  loss_bbox_aux_5: 0.1780 (0.1920)  loss_bbox_dn_0: 0.2334 (0.2493)  loss_bbox_dn_1: 0.1571 (0.1810)  loss_bbox_dn_2: 0.1420 (0.1610)  loss_bbox_dn_3: 0.1379 (0.1552)  loss_bbox_dn_4: 0.1374 (0.1539)  loss_bbox_dn_5: 0.1374 (0.1539)  loss_giou: 0.4557 (0.4590)  loss_giou_aux_0: 0.4789 (0.4821)  loss_giou_aux_1: 0.4751 (0.4689)  loss_giou_aux_2: 0.4503 (0.4635)  loss_giou_aux_3: 0.4593 (0.4607)  loss_giou_aux_4: 0.4426 (0.4592)  loss_giou_aux_5: 0.5259 (0.5423)  loss_giou_dn_0: 0.5676 (0.5552)  loss_giou_dn_1: 0.4616 (0.4469)  loss_giou_dn_2: 0.4314 (0.4154)  loss_giou_dn_3: 0.4278 (0.4071)  loss_giou_dn_4: 0.4260 (0.4050)  loss_giou_dn_5: 0.4262 (0.4052)  loss_vfl: 0.6298 (0.6483)  loss_vfl_aux_0: 0.7527 (0.7394)  loss_vfl_aux_1: 0.6849 (0.6976)  loss_vfl_aux_2: 0.6491 (0.6732)  loss_vfl_aux_3: 0.6511 (0.6596)  loss_vfl_aux_4: 0.6388 (0.6523)  loss_vfl_aux_5: 0.7401 (0.7326)  loss_vfl_dn_0: 0.4447 (0.4428)  loss_vfl_dn_1: 0.3801 (0.3772)  loss_vfl_dn_2: 0.3654 (0.3614)  loss_vfl_dn_3: 0.3569 (0.3543)  loss_vfl_dn_4: 0.3527 (0.3518)  loss_vfl_dn_5: 0.3524 (0.3511)  time: 0.4761  data: 0.0138  max mem: 5654
Epoch: [67]  [4300/7393]  eta: 0:25:16  lr: 0.000010  loss: 14.4092 (15.1457)  loss_bbox: 0.1369 (0.1454)  loss_bbox_aux_0: 0.1487 (0.1579)  loss_bbox_aux_1: 0.1391 (0.1505)  loss_bbox_aux_2: 0.1445 (0.1478)  loss_bbox_aux_3: 0.1358 (0.1462)  loss_bbox_aux_4: 0.1384 (0.1454)  loss_bbox_aux_5: 0.1851 (0.1919)  loss_bbox_dn_0: 0.2330 (0.2493)  loss_bbox_dn_1: 0.1760 (0.1810)  loss_bbox_dn_2: 0.1560 (0.1610)  loss_bbox_dn_3: 0.1508 (0.1553)  loss_bbox_dn_4: 0.1502 (0.1539)  loss_bbox_dn_5: 0.1504 (0.1539)  loss_giou: 0.4360 (0.4586)  loss_giou_aux_0: 0.4422 (0.4817)  loss_giou_aux_1: 0.4322 (0.4684)  loss_giou_aux_2: 0.4302 (0.4630)  loss_giou_aux_3: 0.4381 (0.4602)  loss_giou_aux_4: 0.4312 (0.4587)  loss_giou_aux_5: 0.5345 (0.5418)  loss_giou_dn_0: 0.5296 (0.5548)  loss_giou_dn_1: 0.4260 (0.4465)  loss_giou_dn_2: 0.3867 (0.4151)  loss_giou_dn_3: 0.3784 (0.4068)  loss_giou_dn_4: 0.3778 (0.4047)  loss_giou_dn_5: 0.3778 (0.4049)  loss_vfl: 0.6134 (0.6482)  loss_vfl_aux_0: 0.6993 (0.7395)  loss_vfl_aux_1: 0.6636 (0.6976)  loss_vfl_aux_2: 0.6352 (0.6731)  loss_vfl_aux_3: 0.6172 (0.6596)  loss_vfl_aux_4: 0.6128 (0.6523)  loss_vfl_aux_5: 0.6962 (0.7328)  loss_vfl_dn_0: 0.4361 (0.4428)  loss_vfl_dn_1: 0.3732 (0.3771)  loss_vfl_dn_2: 0.3555 (0.3613)  loss_vfl_dn_3: 0.3460 (0.3542)  loss_vfl_dn_4: 0.3442 (0.3516)  loss_vfl_dn_5: 0.3443 (0.3510)  time: 0.4745  data: 0.0137  max mem: 5654
Epoch: [67]  [4400/7393]  eta: 0:24:25  lr: 0.000010  loss: 15.1176 (15.1432)  loss_bbox: 0.1425 (0.1453)  loss_bbox_aux_0: 0.1537 (0.1578)  loss_bbox_aux_1: 0.1373 (0.1504)  loss_bbox_aux_2: 0.1447 (0.1477)  loss_bbox_aux_3: 0.1433 (0.1460)  loss_bbox_aux_4: 0.1401 (0.1453)  loss_bbox_aux_5: 0.1828 (0.1917)  loss_bbox_dn_0: 0.2342 (0.2491)  loss_bbox_dn_1: 0.1634 (0.1808)  loss_bbox_dn_2: 0.1498 (0.1608)  loss_bbox_dn_3: 0.1408 (0.1551)  loss_bbox_dn_4: 0.1422 (0.1537)  loss_bbox_dn_5: 0.1422 (0.1537)  loss_giou: 0.4413 (0.4586)  loss_giou_aux_0: 0.4682 (0.4817)  loss_giou_aux_1: 0.4464 (0.4684)  loss_giou_aux_2: 0.4391 (0.4631)  loss_giou_aux_3: 0.4400 (0.4603)  loss_giou_aux_4: 0.4409 (0.4588)  loss_giou_aux_5: 0.5151 (0.5417)  loss_giou_dn_0: 0.5195 (0.5548)  loss_giou_dn_1: 0.4197 (0.4465)  loss_giou_dn_2: 0.3964 (0.4151)  loss_giou_dn_3: 0.3902 (0.4068)  loss_giou_dn_4: 0.3887 (0.4047)  loss_giou_dn_5: 0.3894 (0.4049)  loss_vfl: 0.6289 (0.6481)  loss_vfl_aux_0: 0.7229 (0.7394)  loss_vfl_aux_1: 0.6764 (0.6975)  loss_vfl_aux_2: 0.6673 (0.6730)  loss_vfl_aux_3: 0.6442 (0.6596)  loss_vfl_aux_4: 0.6347 (0.6522)  loss_vfl_aux_5: 0.7224 (0.7326)  loss_vfl_dn_0: 0.4350 (0.4428)  loss_vfl_dn_1: 0.3789 (0.3771)  loss_vfl_dn_2: 0.3658 (0.3613)  loss_vfl_dn_3: 0.3562 (0.3542)  loss_vfl_dn_4: 0.3551 (0.3516)  loss_vfl_dn_5: 0.3558 (0.3509)  time: 0.4638  data: 0.0138  max mem: 5654
Epoch: [67]  [4500/7393]  eta: 0:23:35  lr: 0.000010  loss: 14.3955 (15.1425)  loss_bbox: 0.1324 (0.1454)  loss_bbox_aux_0: 0.1477 (0.1579)  loss_bbox_aux_1: 0.1370 (0.1505)  loss_bbox_aux_2: 0.1311 (0.1478)  loss_bbox_aux_3: 0.1313 (0.1461)  loss_bbox_aux_4: 0.1324 (0.1454)  loss_bbox_aux_5: 0.1737 (0.1918)  loss_bbox_dn_0: 0.2280 (0.2491)  loss_bbox_dn_1: 0.1561 (0.1807)  loss_bbox_dn_2: 0.1409 (0.1608)  loss_bbox_dn_3: 0.1323 (0.1550)  loss_bbox_dn_4: 0.1316 (0.1536)  loss_bbox_dn_5: 0.1316 (0.1537)  loss_giou: 0.4060 (0.4588)  loss_giou_aux_0: 0.4316 (0.4819)  loss_giou_aux_1: 0.4101 (0.4686)  loss_giou_aux_2: 0.4075 (0.4632)  loss_giou_aux_3: 0.4058 (0.4604)  loss_giou_aux_4: 0.4059 (0.4589)  loss_giou_aux_5: 0.4938 (0.5419)  loss_giou_dn_0: 0.5245 (0.5549)  loss_giou_dn_1: 0.4146 (0.4465)  loss_giou_dn_2: 0.3830 (0.4151)  loss_giou_dn_3: 0.3752 (0.4068)  loss_giou_dn_4: 0.3698 (0.4048)  loss_giou_dn_5: 0.3700 (0.4050)  loss_vfl: 0.6283 (0.6479)  loss_vfl_aux_0: 0.6978 (0.7391)  loss_vfl_aux_1: 0.6664 (0.6971)  loss_vfl_aux_2: 0.6434 (0.6727)  loss_vfl_aux_3: 0.6248 (0.6592)  loss_vfl_aux_4: 0.6203 (0.6520)  loss_vfl_aux_5: 0.7310 (0.7323)  loss_vfl_dn_0: 0.4441 (0.4428)  loss_vfl_dn_1: 0.3746 (0.3771)  loss_vfl_dn_2: 0.3578 (0.3612)  loss_vfl_dn_3: 0.3463 (0.3542)  loss_vfl_dn_4: 0.3431 (0.3516)  loss_vfl_dn_5: 0.3423 (0.3509)  time: 0.4800  data: 0.0138  max mem: 5654
Epoch: [67]  [4600/7393]  eta: 0:22:45  lr: 0.000010  loss: 15.1927 (15.1449)  loss_bbox: 0.1281 (0.1454)  loss_bbox_aux_0: 0.1425 (0.1579)  loss_bbox_aux_1: 0.1369 (0.1505)  loss_bbox_aux_2: 0.1365 (0.1478)  loss_bbox_aux_3: 0.1360 (0.1462)  loss_bbox_aux_4: 0.1345 (0.1454)  loss_bbox_aux_5: 0.1682 (0.1917)  loss_bbox_dn_0: 0.2085 (0.2490)  loss_bbox_dn_1: 0.1441 (0.1807)  loss_bbox_dn_2: 0.1306 (0.1608)  loss_bbox_dn_3: 0.1264 (0.1550)  loss_bbox_dn_4: 0.1248 (0.1536)  loss_bbox_dn_5: 0.1248 (0.1536)  loss_giou: 0.5229 (0.4591)  loss_giou_aux_0: 0.5354 (0.4821)  loss_giou_aux_1: 0.5253 (0.4688)  loss_giou_aux_2: 0.5276 (0.4635)  loss_giou_aux_3: 0.5147 (0.4607)  loss_giou_aux_4: 0.5181 (0.4592)  loss_giou_aux_5: 0.5971 (0.5421)  loss_giou_dn_0: 0.5536 (0.5549)  loss_giou_dn_1: 0.4653 (0.4466)  loss_giou_dn_2: 0.4314 (0.4152)  loss_giou_dn_3: 0.4225 (0.4070)  loss_giou_dn_4: 0.4201 (0.4049)  loss_giou_dn_5: 0.4206 (0.4051)  loss_vfl: 0.6072 (0.6478)  loss_vfl_aux_0: 0.6808 (0.7391)  loss_vfl_aux_1: 0.6370 (0.6971)  loss_vfl_aux_2: 0.6109 (0.6725)  loss_vfl_aux_3: 0.6096 (0.6591)  loss_vfl_aux_4: 0.6058 (0.6519)  loss_vfl_aux_5: 0.6696 (0.7324)  loss_vfl_dn_0: 0.4478 (0.4428)  loss_vfl_dn_1: 0.3862 (0.3772)  loss_vfl_dn_2: 0.3644 (0.3613)  loss_vfl_dn_3: 0.3552 (0.3542)  loss_vfl_dn_4: 0.3524 (0.3517)  loss_vfl_dn_5: 0.3514 (0.3510)  time: 0.4695  data: 0.0138  max mem: 5654
Epoch: [67]  [4700/7393]  eta: 0:21:55  lr: 0.000010  loss: 14.9847 (15.1484)  loss_bbox: 0.1335 (0.1453)  loss_bbox_aux_0: 0.1473 (0.1579)  loss_bbox_aux_1: 0.1393 (0.1505)  loss_bbox_aux_2: 0.1325 (0.1478)  loss_bbox_aux_3: 0.1312 (0.1461)  loss_bbox_aux_4: 0.1353 (0.1454)  loss_bbox_aux_5: 0.1734 (0.1917)  loss_bbox_dn_0: 0.2454 (0.2490)  loss_bbox_dn_1: 0.1739 (0.1807)  loss_bbox_dn_2: 0.1575 (0.1608)  loss_bbox_dn_3: 0.1531 (0.1550)  loss_bbox_dn_4: 0.1500 (0.1536)  loss_bbox_dn_5: 0.1500 (0.1536)  loss_giou: 0.4524 (0.4592)  loss_giou_aux_0: 0.4640 (0.4822)  loss_giou_aux_1: 0.4544 (0.4690)  loss_giou_aux_2: 0.4545 (0.4636)  loss_giou_aux_3: 0.4520 (0.4608)  loss_giou_aux_4: 0.4543 (0.4593)  loss_giou_aux_5: 0.5244 (0.5422)  loss_giou_dn_0: 0.5797 (0.5552)  loss_giou_dn_1: 0.4682 (0.4469)  loss_giou_dn_2: 0.4313 (0.4155)  loss_giou_dn_3: 0.4176 (0.4072)  loss_giou_dn_4: 0.4145 (0.4051)  loss_giou_dn_5: 0.4151 (0.4053)  loss_vfl: 0.6478 (0.6479)  loss_vfl_aux_0: 0.7203 (0.7393)  loss_vfl_aux_1: 0.6830 (0.6971)  loss_vfl_aux_2: 0.6636 (0.6727)  loss_vfl_aux_3: 0.6518 (0.6593)  loss_vfl_aux_4: 0.6402 (0.6520)  loss_vfl_aux_5: 0.7252 (0.7325)  loss_vfl_dn_0: 0.4450 (0.4429)  loss_vfl_dn_1: 0.3810 (0.3772)  loss_vfl_dn_2: 0.3646 (0.3614)  loss_vfl_dn_3: 0.3537 (0.3543)  loss_vfl_dn_4: 0.3533 (0.3518)  loss_vfl_dn_5: 0.3525 (0.3511)  time: 0.4819  data: 0.0138  max mem: 5654
Epoch: [67]  [4800/7393]  eta: 0:21:06  lr: 0.000010  loss: 14.7126 (15.1453)  loss_bbox: 0.1476 (0.1453)  loss_bbox_aux_0: 0.1613 (0.1579)  loss_bbox_aux_1: 0.1497 (0.1505)  loss_bbox_aux_2: 0.1524 (0.1477)  loss_bbox_aux_3: 0.1538 (0.1461)  loss_bbox_aux_4: 0.1486 (0.1453)  loss_bbox_aux_5: 0.1968 (0.1916)  loss_bbox_dn_0: 0.2730 (0.2491)  loss_bbox_dn_1: 0.1847 (0.1807)  loss_bbox_dn_2: 0.1656 (0.1608)  loss_bbox_dn_3: 0.1579 (0.1550)  loss_bbox_dn_4: 0.1537 (0.1536)  loss_bbox_dn_5: 0.1536 (0.1536)  loss_giou: 0.4380 (0.4590)  loss_giou_aux_0: 0.4597 (0.4820)  loss_giou_aux_1: 0.4451 (0.4688)  loss_giou_aux_2: 0.4452 (0.4634)  loss_giou_aux_3: 0.4384 (0.4606)  loss_giou_aux_4: 0.4360 (0.4591)  loss_giou_aux_5: 0.5090 (0.5420)  loss_giou_dn_0: 0.5326 (0.5550)  loss_giou_dn_1: 0.4326 (0.4467)  loss_giou_dn_2: 0.3983 (0.4153)  loss_giou_dn_3: 0.3897 (0.4071)  loss_giou_dn_4: 0.3883 (0.4050)  loss_giou_dn_5: 0.3885 (0.4052)  loss_vfl: 0.6520 (0.6480)  loss_vfl_aux_0: 0.7494 (0.7392)  loss_vfl_aux_1: 0.6813 (0.6970)  loss_vfl_aux_2: 0.6556 (0.6726)  loss_vfl_aux_3: 0.6538 (0.6593)  loss_vfl_aux_4: 0.6631 (0.6520)  loss_vfl_aux_5: 0.7598 (0.7324)  loss_vfl_dn_0: 0.4415 (0.4428)  loss_vfl_dn_1: 0.3788 (0.3772)  loss_vfl_dn_2: 0.3605 (0.3613)  loss_vfl_dn_3: 0.3556 (0.3542)  loss_vfl_dn_4: 0.3530 (0.3517)  loss_vfl_dn_5: 0.3509 (0.3510)  time: 0.4714  data: 0.0139  max mem: 5654
Epoch: [67]  [4900/7393]  eta: 0:20:16  lr: 0.000010  loss: 15.2472 (15.1461)  loss_bbox: 0.1499 (0.1453)  loss_bbox_aux_0: 0.1665 (0.1579)  loss_bbox_aux_1: 0.1596 (0.1505)  loss_bbox_aux_2: 0.1589 (0.1478)  loss_bbox_aux_3: 0.1544 (0.1461)  loss_bbox_aux_4: 0.1507 (0.1453)  loss_bbox_aux_5: 0.1967 (0.1917)  loss_bbox_dn_0: 0.2741 (0.2491)  loss_bbox_dn_1: 0.1908 (0.1808)  loss_bbox_dn_2: 0.1634 (0.1608)  loss_bbox_dn_3: 0.1548 (0.1550)  loss_bbox_dn_4: 0.1512 (0.1536)  loss_bbox_dn_5: 0.1512 (0.1536)  loss_giou: 0.4410 (0.4589)  loss_giou_aux_0: 0.4560 (0.4820)  loss_giou_aux_1: 0.4462 (0.4688)  loss_giou_aux_2: 0.4408 (0.4634)  loss_giou_aux_3: 0.4385 (0.4605)  loss_giou_aux_4: 0.4474 (0.4591)  loss_giou_aux_5: 0.5134 (0.5420)  loss_giou_dn_0: 0.5420 (0.5550)  loss_giou_dn_1: 0.4268 (0.4467)  loss_giou_dn_2: 0.3926 (0.4153)  loss_giou_dn_3: 0.3843 (0.4071)  loss_giou_dn_4: 0.3823 (0.4050)  loss_giou_dn_5: 0.3824 (0.4051)  loss_vfl: 0.6578 (0.6480)  loss_vfl_aux_0: 0.7651 (0.7394)  loss_vfl_aux_1: 0.7093 (0.6972)  loss_vfl_aux_2: 0.6865 (0.6727)  loss_vfl_aux_3: 0.6793 (0.6594)  loss_vfl_aux_4: 0.6728 (0.6520)  loss_vfl_aux_5: 0.7379 (0.7324)  loss_vfl_dn_0: 0.4491 (0.4429)  loss_vfl_dn_1: 0.3808 (0.3772)  loss_vfl_dn_2: 0.3675 (0.3613)  loss_vfl_dn_3: 0.3551 (0.3543)  loss_vfl_dn_4: 0.3532 (0.3517)  loss_vfl_dn_5: 0.3545 (0.3510)  time: 0.4658  data: 0.0139  max mem: 5654
Epoch: [67]  [5000/7393]  eta: 0:19:27  lr: 0.000010  loss: 15.2800 (15.1478)  loss_bbox: 0.1461 (0.1454)  loss_bbox_aux_0: 0.1638 (0.1580)  loss_bbox_aux_1: 0.1557 (0.1505)  loss_bbox_aux_2: 0.1502 (0.1478)  loss_bbox_aux_3: 0.1489 (0.1461)  loss_bbox_aux_4: 0.1466 (0.1454)  loss_bbox_aux_5: 0.1982 (0.1917)  loss_bbox_dn_0: 0.2644 (0.2492)  loss_bbox_dn_1: 0.1933 (0.1809)  loss_bbox_dn_2: 0.1667 (0.1609)  loss_bbox_dn_3: 0.1607 (0.1551)  loss_bbox_dn_4: 0.1559 (0.1537)  loss_bbox_dn_5: 0.1558 (0.1537)  loss_giou: 0.4514 (0.4588)  loss_giou_aux_0: 0.4591 (0.4819)  loss_giou_aux_1: 0.4492 (0.4686)  loss_giou_aux_2: 0.4577 (0.4633)  loss_giou_aux_3: 0.4413 (0.4604)  loss_giou_aux_4: 0.4431 (0.4589)  loss_giou_aux_5: 0.5327 (0.5419)  loss_giou_dn_0: 0.5419 (0.5550)  loss_giou_dn_1: 0.4147 (0.4467)  loss_giou_dn_2: 0.3788 (0.4153)  loss_giou_dn_3: 0.3696 (0.4071)  loss_giou_dn_4: 0.3666 (0.4049)  loss_giou_dn_5: 0.3671 (0.4051)  loss_vfl: 0.6441 (0.6482)  loss_vfl_aux_0: 0.7464 (0.7397)  loss_vfl_aux_1: 0.6929 (0.6975)  loss_vfl_aux_2: 0.6754 (0.6729)  loss_vfl_aux_3: 0.6690 (0.6597)  loss_vfl_aux_4: 0.6587 (0.6523)  loss_vfl_aux_5: 0.7521 (0.7327)  loss_vfl_dn_0: 0.4432 (0.4429)  loss_vfl_dn_1: 0.3781 (0.3772)  loss_vfl_dn_2: 0.3547 (0.3613)  loss_vfl_dn_3: 0.3509 (0.3543)  loss_vfl_dn_4: 0.3502 (0.3517)  loss_vfl_dn_5: 0.3495 (0.3510)  time: 0.4823  data: 0.0140  max mem: 5654
Epoch: [67]  [5100/7393]  eta: 0:18:37  lr: 0.000010  loss: 14.6565 (15.1468)  loss_bbox: 0.1328 (0.1453)  loss_bbox_aux_0: 0.1449 (0.1579)  loss_bbox_aux_1: 0.1374 (0.1504)  loss_bbox_aux_2: 0.1351 (0.1478)  loss_bbox_aux_3: 0.1332 (0.1461)  loss_bbox_aux_4: 0.1333 (0.1453)  loss_bbox_aux_5: 0.1738 (0.1916)  loss_bbox_dn_0: 0.2440 (0.2493)  loss_bbox_dn_1: 0.1630 (0.1809)  loss_bbox_dn_2: 0.1392 (0.1609)  loss_bbox_dn_3: 0.1298 (0.1551)  loss_bbox_dn_4: 0.1299 (0.1537)  loss_bbox_dn_5: 0.1299 (0.1537)  loss_giou: 0.4601 (0.4587)  loss_giou_aux_0: 0.4743 (0.4818)  loss_giou_aux_1: 0.4695 (0.4685)  loss_giou_aux_2: 0.4535 (0.4632)  loss_giou_aux_3: 0.4603 (0.4602)  loss_giou_aux_4: 0.4602 (0.4588)  loss_giou_aux_5: 0.5185 (0.5417)  loss_giou_dn_0: 0.5659 (0.5550)  loss_giou_dn_1: 0.4628 (0.4467)  loss_giou_dn_2: 0.4217 (0.4153)  loss_giou_dn_3: 0.4160 (0.4070)  loss_giou_dn_4: 0.4125 (0.4049)  loss_giou_dn_5: 0.4126 (0.4051)  loss_vfl: 0.6217 (0.6483)  loss_vfl_aux_0: 0.7419 (0.7398)  loss_vfl_aux_1: 0.6879 (0.6977)  loss_vfl_aux_2: 0.6518 (0.6729)  loss_vfl_aux_3: 0.6419 (0.6598)  loss_vfl_aux_4: 0.6200 (0.6523)  loss_vfl_aux_5: 0.7224 (0.7329)  loss_vfl_dn_0: 0.4388 (0.4429)  loss_vfl_dn_1: 0.3614 (0.3772)  loss_vfl_dn_2: 0.3454 (0.3613)  loss_vfl_dn_3: 0.3379 (0.3542)  loss_vfl_dn_4: 0.3366 (0.3517)  loss_vfl_dn_5: 0.3356 (0.3510)  time: 0.4715  data: 0.0140  max mem: 5654
Epoch: [67]  [5200/7393]  eta: 0:17:48  lr: 0.000010  loss: 14.4919 (15.1457)  loss_bbox: 0.1217 (0.1454)  loss_bbox_aux_0: 0.1494 (0.1580)  loss_bbox_aux_1: 0.1364 (0.1505)  loss_bbox_aux_2: 0.1247 (0.1479)  loss_bbox_aux_3: 0.1216 (0.1461)  loss_bbox_aux_4: 0.1214 (0.1454)  loss_bbox_aux_5: 0.1809 (0.1917)  loss_bbox_dn_0: 0.2109 (0.2495)  loss_bbox_dn_1: 0.1558 (0.1810)  loss_bbox_dn_2: 0.1358 (0.1610)  loss_bbox_dn_3: 0.1298 (0.1552)  loss_bbox_dn_4: 0.1294 (0.1538)  loss_bbox_dn_5: 0.1294 (0.1538)  loss_giou: 0.4042 (0.4584)  loss_giou_aux_0: 0.4279 (0.4815)  loss_giou_aux_1: 0.4198 (0.4682)  loss_giou_aux_2: 0.4017 (0.4630)  loss_giou_aux_3: 0.4103 (0.4600)  loss_giou_aux_4: 0.3946 (0.4586)  loss_giou_aux_5: 0.4755 (0.5415)  loss_giou_dn_0: 0.5151 (0.5548)  loss_giou_dn_1: 0.4166 (0.4466)  loss_giou_dn_2: 0.3837 (0.4151)  loss_giou_dn_3: 0.3731 (0.4069)  loss_giou_dn_4: 0.3691 (0.4048)  loss_giou_dn_5: 0.3694 (0.4049)  loss_vfl: 0.6752 (0.6484)  loss_vfl_aux_0: 0.7774 (0.7399)  loss_vfl_aux_1: 0.7461 (0.6978)  loss_vfl_aux_2: 0.7063 (0.6729)  loss_vfl_aux_3: 0.6736 (0.6598)  loss_vfl_aux_4: 0.6849 (0.6523)  loss_vfl_aux_5: 0.7693 (0.7330)  loss_vfl_dn_0: 0.4448 (0.4429)  loss_vfl_dn_1: 0.3730 (0.3772)  loss_vfl_dn_2: 0.3543 (0.3612)  loss_vfl_dn_3: 0.3476 (0.3542)  loss_vfl_dn_4: 0.3461 (0.3516)  loss_vfl_dn_5: 0.3467 (0.3509)  time: 0.4843  data: 0.0141  max mem: 5654
Epoch: [67]  [5300/7393]  eta: 0:16:59  lr: 0.000010  loss: 14.3033 (15.1444)  loss_bbox: 0.1417 (0.1455)  loss_bbox_aux_0: 0.1446 (0.1580)  loss_bbox_aux_1: 0.1426 (0.1506)  loss_bbox_aux_2: 0.1361 (0.1480)  loss_bbox_aux_3: 0.1410 (0.1462)  loss_bbox_aux_4: 0.1403 (0.1455)  loss_bbox_aux_5: 0.1906 (0.1917)  loss_bbox_dn_0: 0.2559 (0.2494)  loss_bbox_dn_1: 0.1762 (0.1810)  loss_bbox_dn_2: 0.1563 (0.1610)  loss_bbox_dn_3: 0.1517 (0.1552)  loss_bbox_dn_4: 0.1512 (0.1538)  loss_bbox_dn_5: 0.1511 (0.1538)  loss_giou: 0.4313 (0.4585)  loss_giou_aux_0: 0.4569 (0.4815)  loss_giou_aux_1: 0.4407 (0.4682)  loss_giou_aux_2: 0.4356 (0.4630)  loss_giou_aux_3: 0.4291 (0.4600)  loss_giou_aux_4: 0.4256 (0.4586)  loss_giou_aux_5: 0.5009 (0.5415)  loss_giou_dn_0: 0.5452 (0.5547)  loss_giou_dn_1: 0.4348 (0.4465)  loss_giou_dn_2: 0.3966 (0.4151)  loss_giou_dn_3: 0.3833 (0.4068)  loss_giou_dn_4: 0.3801 (0.4047)  loss_giou_dn_5: 0.3800 (0.4049)  loss_vfl: 0.6364 (0.6482)  loss_vfl_aux_0: 0.7329 (0.7397)  loss_vfl_aux_1: 0.6902 (0.6977)  loss_vfl_aux_2: 0.6635 (0.6727)  loss_vfl_aux_3: 0.6563 (0.6596)  loss_vfl_aux_4: 0.6460 (0.6522)  loss_vfl_aux_5: 0.7293 (0.7328)  loss_vfl_dn_0: 0.4407 (0.4429)  loss_vfl_dn_1: 0.3712 (0.3771)  loss_vfl_dn_2: 0.3586 (0.3612)  loss_vfl_dn_3: 0.3504 (0.3541)  loss_vfl_dn_4: 0.3501 (0.3516)  loss_vfl_dn_5: 0.3505 (0.3509)  time: 0.4838  data: 0.0143  max mem: 5654
Epoch: [67]  [5400/7393]  eta: 0:16:10  lr: 0.000010  loss: 15.5642 (15.1451)  loss_bbox: 0.1422 (0.1455)  loss_bbox_aux_0: 0.1651 (0.1580)  loss_bbox_aux_1: 0.1562 (0.1506)  loss_bbox_aux_2: 0.1561 (0.1480)  loss_bbox_aux_3: 0.1460 (0.1462)  loss_bbox_aux_4: 0.1430 (0.1455)  loss_bbox_aux_5: 0.1935 (0.1917)  loss_bbox_dn_0: 0.2747 (0.2494)  loss_bbox_dn_1: 0.1917 (0.1810)  loss_bbox_dn_2: 0.1634 (0.1610)  loss_bbox_dn_3: 0.1600 (0.1552)  loss_bbox_dn_4: 0.1541 (0.1538)  loss_bbox_dn_5: 0.1542 (0.1538)  loss_giou: 0.4480 (0.4584)  loss_giou_aux_0: 0.4474 (0.4814)  loss_giou_aux_1: 0.4458 (0.4681)  loss_giou_aux_2: 0.4461 (0.4629)  loss_giou_aux_3: 0.4502 (0.4599)  loss_giou_aux_4: 0.4509 (0.4585)  loss_giou_aux_5: 0.5351 (0.5414)  loss_giou_dn_0: 0.5464 (0.5547)  loss_giou_dn_1: 0.4370 (0.4465)  loss_giou_dn_2: 0.4045 (0.4151)  loss_giou_dn_3: 0.3966 (0.4068)  loss_giou_dn_4: 0.3938 (0.4046)  loss_giou_dn_5: 0.3938 (0.4048)  loss_vfl: 0.6737 (0.6483)  loss_vfl_aux_0: 0.7596 (0.7399)  loss_vfl_aux_1: 0.7190 (0.6979)  loss_vfl_aux_2: 0.6857 (0.6729)  loss_vfl_aux_3: 0.6787 (0.6598)  loss_vfl_aux_4: 0.6742 (0.6523)  loss_vfl_aux_5: 0.7420 (0.7330)  loss_vfl_dn_0: 0.4476 (0.4429)  loss_vfl_dn_1: 0.3823 (0.3772)  loss_vfl_dn_2: 0.3667 (0.3612)  loss_vfl_dn_3: 0.3601 (0.3542)  loss_vfl_dn_4: 0.3589 (0.3516)  loss_vfl_dn_5: 0.3558 (0.3509)  time: 0.4781  data: 0.0145  max mem: 5654
Epoch: [67]  [5500/7393]  eta: 0:15:21  lr: 0.000010  loss: 14.8666 (15.1468)  loss_bbox: 0.1391 (0.1455)  loss_bbox_aux_0: 0.1545 (0.1580)  loss_bbox_aux_1: 0.1436 (0.1505)  loss_bbox_aux_2: 0.1423 (0.1479)  loss_bbox_aux_3: 0.1405 (0.1462)  loss_bbox_aux_4: 0.1391 (0.1455)  loss_bbox_aux_5: 0.1941 (0.1917)  loss_bbox_dn_0: 0.2303 (0.2493)  loss_bbox_dn_1: 0.1595 (0.1809)  loss_bbox_dn_2: 0.1430 (0.1609)  loss_bbox_dn_3: 0.1397 (0.1552)  loss_bbox_dn_4: 0.1359 (0.1538)  loss_bbox_dn_5: 0.1356 (0.1538)  loss_giou: 0.4162 (0.4586)  loss_giou_aux_0: 0.4352 (0.4816)  loss_giou_aux_1: 0.4268 (0.4682)  loss_giou_aux_2: 0.4233 (0.4631)  loss_giou_aux_3: 0.4214 (0.4601)  loss_giou_aux_4: 0.4199 (0.4587)  loss_giou_aux_5: 0.5021 (0.5415)  loss_giou_dn_0: 0.5238 (0.5548)  loss_giou_dn_1: 0.4220 (0.4466)  loss_giou_dn_2: 0.3917 (0.4152)  loss_giou_dn_3: 0.3809 (0.4069)  loss_giou_dn_4: 0.3776 (0.4048)  loss_giou_dn_5: 0.3778 (0.4050)  loss_vfl: 0.6362 (0.6483)  loss_vfl_aux_0: 0.7127 (0.7397)  loss_vfl_aux_1: 0.6894 (0.6979)  loss_vfl_aux_2: 0.6516 (0.6729)  loss_vfl_aux_3: 0.6426 (0.6598)  loss_vfl_aux_4: 0.6354 (0.6523)  loss_vfl_aux_5: 0.7017 (0.7329)  loss_vfl_dn_0: 0.4416 (0.4429)  loss_vfl_dn_1: 0.3759 (0.3772)  loss_vfl_dn_2: 0.3566 (0.3613)  loss_vfl_dn_3: 0.3540 (0.3542)  loss_vfl_dn_4: 0.3508 (0.3517)  loss_vfl_dn_5: 0.3481 (0.3510)  time: 0.4746  data: 0.0151  max mem: 5654
Epoch: [67]  [5600/7393]  eta: 0:14:32  lr: 0.000010  loss: 14.7020 (15.1494)  loss_bbox: 0.1327 (0.1456)  loss_bbox_aux_0: 0.1513 (0.1581)  loss_bbox_aux_1: 0.1379 (0.1506)  loss_bbox_aux_2: 0.1317 (0.1480)  loss_bbox_aux_3: 0.1302 (0.1462)  loss_bbox_aux_4: 0.1326 (0.1455)  loss_bbox_aux_5: 0.1881 (0.1918)  loss_bbox_dn_0: 0.2138 (0.2494)  loss_bbox_dn_1: 0.1515 (0.1810)  loss_bbox_dn_2: 0.1328 (0.1610)  loss_bbox_dn_3: 0.1256 (0.1552)  loss_bbox_dn_4: 0.1254 (0.1538)  loss_bbox_dn_5: 0.1255 (0.1538)  loss_giou: 0.4597 (0.4586)  loss_giou_aux_0: 0.4866 (0.4817)  loss_giou_aux_1: 0.4708 (0.4683)  loss_giou_aux_2: 0.4634 (0.4632)  loss_giou_aux_3: 0.4565 (0.4602)  loss_giou_aux_4: 0.4551 (0.4587)  loss_giou_aux_5: 0.5541 (0.5417)  loss_giou_dn_0: 0.5482 (0.5549)  loss_giou_dn_1: 0.4483 (0.4467)  loss_giou_dn_2: 0.4144 (0.4153)  loss_giou_dn_3: 0.4062 (0.4070)  loss_giou_dn_4: 0.4039 (0.4049)  loss_giou_dn_5: 0.4038 (0.4051)  loss_vfl: 0.6477 (0.6484)  loss_vfl_aux_0: 0.7192 (0.7397)  loss_vfl_aux_1: 0.6962 (0.6981)  loss_vfl_aux_2: 0.6805 (0.6731)  loss_vfl_aux_3: 0.6630 (0.6600)  loss_vfl_aux_4: 0.6519 (0.6525)  loss_vfl_aux_5: 0.7071 (0.7329)  loss_vfl_dn_0: 0.4384 (0.4429)  loss_vfl_dn_1: 0.3752 (0.3772)  loss_vfl_dn_2: 0.3612 (0.3613)  loss_vfl_dn_3: 0.3532 (0.3543)  loss_vfl_dn_4: 0.3514 (0.3517)  loss_vfl_dn_5: 0.3488 (0.3510)  time: 0.4787  data: 0.0148  max mem: 5654
Epoch: [67]  [5700/7393]  eta: 0:13:43  lr: 0.000010  loss: 14.6579 (15.1471)  loss_bbox: 0.1329 (0.1455)  loss_bbox_aux_0: 0.1413 (0.1581)  loss_bbox_aux_1: 0.1337 (0.1505)  loss_bbox_aux_2: 0.1352 (0.1479)  loss_bbox_aux_3: 0.1368 (0.1462)  loss_bbox_aux_4: 0.1329 (0.1455)  loss_bbox_aux_5: 0.1821 (0.1918)  loss_bbox_dn_0: 0.2434 (0.2493)  loss_bbox_dn_1: 0.1584 (0.1809)  loss_bbox_dn_2: 0.1408 (0.1609)  loss_bbox_dn_3: 0.1352 (0.1551)  loss_bbox_dn_4: 0.1314 (0.1537)  loss_bbox_dn_5: 0.1314 (0.1537)  loss_giou: 0.4126 (0.4586)  loss_giou_aux_0: 0.4376 (0.4816)  loss_giou_aux_1: 0.4255 (0.4683)  loss_giou_aux_2: 0.4203 (0.4632)  loss_giou_aux_3: 0.4119 (0.4602)  loss_giou_aux_4: 0.4161 (0.4588)  loss_giou_aux_5: 0.5061 (0.5416)  loss_giou_dn_0: 0.5092 (0.5549)  loss_giou_dn_1: 0.4109 (0.4467)  loss_giou_dn_2: 0.3901 (0.4153)  loss_giou_dn_3: 0.3837 (0.4070)  loss_giou_dn_4: 0.3833 (0.4049)  loss_giou_dn_5: 0.3834 (0.4051)  loss_vfl: 0.6285 (0.6483)  loss_vfl_aux_0: 0.6811 (0.7396)  loss_vfl_aux_1: 0.6644 (0.6980)  loss_vfl_aux_2: 0.6539 (0.6730)  loss_vfl_aux_3: 0.6346 (0.6599)  loss_vfl_aux_4: 0.6366 (0.6524)  loss_vfl_aux_5: 0.6943 (0.7327)  loss_vfl_dn_0: 0.4401 (0.4429)  loss_vfl_dn_1: 0.3769 (0.3772)  loss_vfl_dn_2: 0.3620 (0.3613)  loss_vfl_dn_3: 0.3532 (0.3542)  loss_vfl_dn_4: 0.3525 (0.3517)  loss_vfl_dn_5: 0.3510 (0.3510)  time: 0.4663  data: 0.0152  max mem: 5654
Epoch: [67]  [5800/7393]  eta: 0:12:54  lr: 0.000010  loss: 14.9427 (15.1520)  loss_bbox: 0.1402 (0.1455)  loss_bbox_aux_0: 0.1580 (0.1580)  loss_bbox_aux_1: 0.1451 (0.1505)  loss_bbox_aux_2: 0.1416 (0.1479)  loss_bbox_aux_3: 0.1362 (0.1462)  loss_bbox_aux_4: 0.1464 (0.1455)  loss_bbox_aux_5: 0.1832 (0.1917)  loss_bbox_dn_0: 0.2477 (0.2492)  loss_bbox_dn_1: 0.1870 (0.1809)  loss_bbox_dn_2: 0.1713 (0.1609)  loss_bbox_dn_3: 0.1690 (0.1551)  loss_bbox_dn_4: 0.1659 (0.1537)  loss_bbox_dn_5: 0.1660 (0.1537)  loss_giou: 0.3901 (0.4592)  loss_giou_aux_0: 0.4242 (0.4822)  loss_giou_aux_1: 0.4074 (0.4688)  loss_giou_aux_2: 0.4119 (0.4638)  loss_giou_aux_3: 0.3955 (0.4607)  loss_giou_aux_4: 0.3902 (0.4594)  loss_giou_aux_5: 0.4890 (0.5422)  loss_giou_dn_0: 0.5356 (0.5552)  loss_giou_dn_1: 0.4366 (0.4470)  loss_giou_dn_2: 0.4077 (0.4156)  loss_giou_dn_3: 0.4004 (0.4073)  loss_giou_dn_4: 0.3964 (0.4052)  loss_giou_dn_5: 0.3963 (0.4054)  loss_vfl: 0.6499 (0.6482)  loss_vfl_aux_0: 0.7301 (0.7395)  loss_vfl_aux_1: 0.6855 (0.6978)  loss_vfl_aux_2: 0.6741 (0.6728)  loss_vfl_aux_3: 0.6650 (0.6597)  loss_vfl_aux_4: 0.6531 (0.6522)  loss_vfl_aux_5: 0.7465 (0.7325)  loss_vfl_dn_0: 0.4384 (0.4428)  loss_vfl_dn_1: 0.3740 (0.3772)  loss_vfl_dn_2: 0.3632 (0.3613)  loss_vfl_dn_3: 0.3551 (0.3543)  loss_vfl_dn_4: 0.3532 (0.3518)  loss_vfl_dn_5: 0.3532 (0.3510)  time: 0.4757  data: 0.0151  max mem: 5654
Epoch: [67]  [5900/7393]  eta: 0:12:08  lr: 0.000010  loss: 15.2517 (15.1490)  loss_bbox: 0.1419 (0.1455)  loss_bbox_aux_0: 0.1492 (0.1580)  loss_bbox_aux_1: 0.1373 (0.1504)  loss_bbox_aux_2: 0.1353 (0.1479)  loss_bbox_aux_3: 0.1416 (0.1462)  loss_bbox_aux_4: 0.1409 (0.1454)  loss_bbox_aux_5: 0.1714 (0.1917)  loss_bbox_dn_0: 0.2144 (0.2492)  loss_bbox_dn_1: 0.1582 (0.1808)  loss_bbox_dn_2: 0.1432 (0.1608)  loss_bbox_dn_3: 0.1414 (0.1550)  loss_bbox_dn_4: 0.1368 (0.1536)  loss_bbox_dn_5: 0.1368 (0.1536)  loss_giou: 0.4697 (0.4591)  loss_giou_aux_0: 0.4965 (0.4821)  loss_giou_aux_1: 0.4831 (0.4688)  loss_giou_aux_2: 0.4746 (0.4637)  loss_giou_aux_3: 0.4669 (0.4607)  loss_giou_aux_4: 0.4695 (0.4593)  loss_giou_aux_5: 0.5529 (0.5422)  loss_giou_dn_0: 0.5454 (0.5551)  loss_giou_dn_1: 0.4471 (0.4469)  loss_giou_dn_2: 0.4133 (0.4155)  loss_giou_dn_3: 0.4037 (0.4072)  loss_giou_dn_4: 0.4008 (0.4051)  loss_giou_dn_5: 0.4009 (0.4053)  loss_vfl: 0.6425 (0.6480)  loss_vfl_aux_0: 0.7104 (0.7393)  loss_vfl_aux_1: 0.6901 (0.6976)  loss_vfl_aux_2: 0.6665 (0.6727)  loss_vfl_aux_3: 0.6642 (0.6595)  loss_vfl_aux_4: 0.6668 (0.6520)  loss_vfl_aux_5: 0.6980 (0.7323)  loss_vfl_dn_0: 0.4449 (0.4428)  loss_vfl_dn_1: 0.3758 (0.3772)  loss_vfl_dn_2: 0.3600 (0.3613)  loss_vfl_dn_3: 0.3535 (0.3543)  loss_vfl_dn_4: 0.3517 (0.3517)  loss_vfl_dn_5: 0.3508 (0.3510)  time: 0.4713  data: 0.0159  max mem: 5654
Epoch: [67]  [6000/7393]  eta: 0:11:19  lr: 0.000010  loss: 15.0697 (15.1502)  loss_bbox: 0.1473 (0.1455)  loss_bbox_aux_0: 0.1504 (0.1580)  loss_bbox_aux_1: 0.1442 (0.1505)  loss_bbox_aux_2: 0.1422 (0.1479)  loss_bbox_aux_3: 0.1468 (0.1462)  loss_bbox_aux_4: 0.1392 (0.1455)  loss_bbox_aux_5: 0.1844 (0.1917)  loss_bbox_dn_0: 0.2700 (0.2493)  loss_bbox_dn_1: 0.1923 (0.1809)  loss_bbox_dn_2: 0.1684 (0.1609)  loss_bbox_dn_3: 0.1636 (0.1551)  loss_bbox_dn_4: 0.1619 (0.1537)  loss_bbox_dn_5: 0.1618 (0.1537)  loss_giou: 0.3760 (0.4590)  loss_giou_aux_0: 0.4132 (0.4820)  loss_giou_aux_1: 0.3828 (0.4686)  loss_giou_aux_2: 0.3841 (0.4635)  loss_giou_aux_3: 0.3805 (0.4605)  loss_giou_aux_4: 0.3756 (0.4591)  loss_giou_aux_5: 0.4662 (0.5420)  loss_giou_dn_0: 0.5331 (0.5551)  loss_giou_dn_1: 0.4363 (0.4468)  loss_giou_dn_2: 0.4031 (0.4155)  loss_giou_dn_3: 0.3999 (0.4072)  loss_giou_dn_4: 0.3940 (0.4051)  loss_giou_dn_5: 0.3941 (0.4053)  loss_vfl: 0.6689 (0.6482)  loss_vfl_aux_0: 0.7681 (0.7394)  loss_vfl_aux_1: 0.7261 (0.6979)  loss_vfl_aux_2: 0.7182 (0.6729)  loss_vfl_aux_3: 0.6916 (0.6597)  loss_vfl_aux_4: 0.6855 (0.6523)  loss_vfl_aux_5: 0.7723 (0.7325)  loss_vfl_dn_0: 0.4442 (0.4429)  loss_vfl_dn_1: 0.3819 (0.3773)  loss_vfl_dn_2: 0.3601 (0.3613)  loss_vfl_dn_3: 0.3532 (0.3543)  loss_vfl_dn_4: 0.3503 (0.3518)  loss_vfl_dn_5: 0.3503 (0.3511)  time: 0.4733  data: 0.0164  max mem: 5654
Epoch: [67]  [6100/7393]  eta: 0:10:31  lr: 0.000010  loss: 15.2911 (15.1502)  loss_bbox: 0.1310 (0.1456)  loss_bbox_aux_0: 0.1542 (0.1581)  loss_bbox_aux_1: 0.1401 (0.1505)  loss_bbox_aux_2: 0.1330 (0.1479)  loss_bbox_aux_3: 0.1318 (0.1462)  loss_bbox_aux_4: 0.1293 (0.1455)  loss_bbox_aux_5: 0.1878 (0.1918)  loss_bbox_dn_0: 0.2440 (0.2493)  loss_bbox_dn_1: 0.1862 (0.1810)  loss_bbox_dn_2: 0.1673 (0.1610)  loss_bbox_dn_3: 0.1609 (0.1552)  loss_bbox_dn_4: 0.1572 (0.1538)  loss_bbox_dn_5: 0.1572 (0.1538)  loss_giou: 0.4687 (0.4589)  loss_giou_aux_0: 0.4868 (0.4819)  loss_giou_aux_1: 0.4688 (0.4685)  loss_giou_aux_2: 0.4661 (0.4635)  loss_giou_aux_3: 0.4668 (0.4605)  loss_giou_aux_4: 0.4753 (0.4591)  loss_giou_aux_5: 0.5371 (0.5419)  loss_giou_dn_0: 0.5734 (0.5551)  loss_giou_dn_1: 0.4703 (0.4468)  loss_giou_dn_2: 0.4374 (0.4154)  loss_giou_dn_3: 0.4304 (0.4071)  loss_giou_dn_4: 0.4297 (0.4050)  loss_giou_dn_5: 0.4294 (0.4052)  loss_vfl: 0.6455 (0.6482)  loss_vfl_aux_0: 0.7345 (0.7394)  loss_vfl_aux_1: 0.7012 (0.6980)  loss_vfl_aux_2: 0.6706 (0.6729)  loss_vfl_aux_3: 0.6666 (0.6598)  loss_vfl_aux_4: 0.6462 (0.6523)  loss_vfl_aux_5: 0.7136 (0.7324)  loss_vfl_dn_0: 0.4378 (0.4429)  loss_vfl_dn_1: 0.3806 (0.3773)  loss_vfl_dn_2: 0.3642 (0.3614)  loss_vfl_dn_3: 0.3553 (0.3543)  loss_vfl_dn_4: 0.3560 (0.3518)  loss_vfl_dn_5: 0.3540 (0.3511)  time: 0.4919  data: 0.0159  max mem: 5654
Epoch: [67]  [6200/7393]  eta: 0:09:42  lr: 0.000010  loss: 15.2089 (15.1533)  loss_bbox: 0.1306 (0.1456)  loss_bbox_aux_0: 0.1446 (0.1580)  loss_bbox_aux_1: 0.1417 (0.1504)  loss_bbox_aux_2: 0.1338 (0.1479)  loss_bbox_aux_3: 0.1311 (0.1463)  loss_bbox_aux_4: 0.1293 (0.1455)  loss_bbox_aux_5: 0.1842 (0.1918)  loss_bbox_dn_0: 0.2288 (0.2493)  loss_bbox_dn_1: 0.1726 (0.1809)  loss_bbox_dn_2: 0.1540 (0.1609)  loss_bbox_dn_3: 0.1506 (0.1552)  loss_bbox_dn_4: 0.1513 (0.1538)  loss_bbox_dn_5: 0.1513 (0.1538)  loss_giou: 0.4640 (0.4592)  loss_giou_aux_0: 0.4964 (0.4822)  loss_giou_aux_1: 0.4845 (0.4688)  loss_giou_aux_2: 0.4735 (0.4637)  loss_giou_aux_3: 0.4649 (0.4607)  loss_giou_aux_4: 0.4656 (0.4593)  loss_giou_aux_5: 0.5507 (0.5422)  loss_giou_dn_0: 0.5582 (0.5553)  loss_giou_dn_1: 0.4480 (0.4471)  loss_giou_dn_2: 0.4180 (0.4157)  loss_giou_dn_3: 0.4111 (0.4074)  loss_giou_dn_4: 0.4087 (0.4053)  loss_giou_dn_5: 0.4088 (0.4055)  loss_vfl: 0.6692 (0.6482)  loss_vfl_aux_0: 0.7424 (0.7393)  loss_vfl_aux_1: 0.7142 (0.6980)  loss_vfl_aux_2: 0.6898 (0.6730)  loss_vfl_aux_3: 0.6790 (0.6599)  loss_vfl_aux_4: 0.6736 (0.6523)  loss_vfl_aux_5: 0.7338 (0.7323)  loss_vfl_dn_0: 0.4476 (0.4429)  loss_vfl_dn_1: 0.3840 (0.3773)  loss_vfl_dn_2: 0.3660 (0.3614)  loss_vfl_dn_3: 0.3613 (0.3543)  loss_vfl_dn_4: 0.3589 (0.3518)  loss_vfl_dn_5: 0.3590 (0.3511)  time: 0.4770  data: 0.0160  max mem: 5654
Epoch: [67]  [6300/7393]  eta: 0:08:54  lr: 0.000010  loss: 15.0625 (15.1550)  loss_bbox: 0.1417 (0.1455)  loss_bbox_aux_0: 0.1541 (0.1580)  loss_bbox_aux_1: 0.1417 (0.1504)  loss_bbox_aux_2: 0.1388 (0.1479)  loss_bbox_aux_3: 0.1385 (0.1462)  loss_bbox_aux_4: 0.1419 (0.1455)  loss_bbox_aux_5: 0.1890 (0.1917)  loss_bbox_dn_0: 0.2309 (0.2491)  loss_bbox_dn_1: 0.1658 (0.1808)  loss_bbox_dn_2: 0.1473 (0.1608)  loss_bbox_dn_3: 0.1399 (0.1550)  loss_bbox_dn_4: 0.1374 (0.1537)  loss_bbox_dn_5: 0.1373 (0.1537)  loss_giou: 0.4572 (0.4595)  loss_giou_aux_0: 0.4635 (0.4824)  loss_giou_aux_1: 0.4533 (0.4691)  loss_giou_aux_2: 0.4509 (0.4640)  loss_giou_aux_3: 0.4516 (0.4610)  loss_giou_aux_4: 0.4491 (0.4596)  loss_giou_aux_5: 0.5287 (0.5424)  loss_giou_dn_0: 0.5483 (0.5554)  loss_giou_dn_1: 0.4279 (0.4472)  loss_giou_dn_2: 0.3963 (0.4158)  loss_giou_dn_3: 0.3880 (0.4075)  loss_giou_dn_4: 0.3882 (0.4054)  loss_giou_dn_5: 0.3889 (0.4056)  loss_vfl: 0.6471 (0.6482)  loss_vfl_aux_0: 0.7470 (0.7392)  loss_vfl_aux_1: 0.7098 (0.6980)  loss_vfl_aux_2: 0.6790 (0.6730)  loss_vfl_aux_3: 0.6607 (0.6599)  loss_vfl_aux_4: 0.6555 (0.6523)  loss_vfl_aux_5: 0.7208 (0.7322)  loss_vfl_dn_0: 0.4506 (0.4429)  loss_vfl_dn_1: 0.3794 (0.3774)  loss_vfl_dn_2: 0.3630 (0.3615)  loss_vfl_dn_3: 0.3563 (0.3544)  loss_vfl_dn_4: 0.3517 (0.3519)  loss_vfl_dn_5: 0.3518 (0.3512)  time: 0.4703  data: 0.0159  max mem: 5654
Epoch: [67]  [6400/7393]  eta: 0:08:05  lr: 0.000010  loss: 15.5285 (15.1577)  loss_bbox: 0.1580 (0.1456)  loss_bbox_aux_0: 0.1635 (0.1580)  loss_bbox_aux_1: 0.1576 (0.1505)  loss_bbox_aux_2: 0.1587 (0.1480)  loss_bbox_aux_3: 0.1593 (0.1463)  loss_bbox_aux_4: 0.1584 (0.1455)  loss_bbox_aux_5: 0.1916 (0.1917)  loss_bbox_dn_0: 0.2485 (0.2492)  loss_bbox_dn_1: 0.1776 (0.1809)  loss_bbox_dn_2: 0.1583 (0.1609)  loss_bbox_dn_3: 0.1498 (0.1551)  loss_bbox_dn_4: 0.1485 (0.1537)  loss_bbox_dn_5: 0.1485 (0.1537)  loss_giou: 0.4365 (0.4595)  loss_giou_aux_0: 0.4644 (0.4824)  loss_giou_aux_1: 0.4469 (0.4691)  loss_giou_aux_2: 0.4426 (0.4640)  loss_giou_aux_3: 0.4371 (0.4610)  loss_giou_aux_4: 0.4358 (0.4596)  loss_giou_aux_5: 0.5397 (0.5424)  loss_giou_dn_0: 0.5571 (0.5555)  loss_giou_dn_1: 0.4622 (0.4472)  loss_giou_dn_2: 0.4185 (0.4159)  loss_giou_dn_3: 0.4092 (0.4076)  loss_giou_dn_4: 0.4100 (0.4055)  loss_giou_dn_5: 0.4101 (0.4057)  loss_vfl: 0.6596 (0.6484)  loss_vfl_aux_0: 0.7646 (0.7393)  loss_vfl_aux_1: 0.7250 (0.6981)  loss_vfl_aux_2: 0.6838 (0.6731)  loss_vfl_aux_3: 0.6695 (0.6601)  loss_vfl_aux_4: 0.6694 (0.6525)  loss_vfl_aux_5: 0.7562 (0.7324)  loss_vfl_dn_0: 0.4415 (0.4429)  loss_vfl_dn_1: 0.3847 (0.3774)  loss_vfl_dn_2: 0.3693 (0.3615)  loss_vfl_dn_3: 0.3590 (0.3545)  loss_vfl_dn_4: 0.3579 (0.3519)  loss_vfl_dn_5: 0.3580 (0.3512)  time: 0.4683  data: 0.0160  max mem: 5654
Epoch: [67]  [6500/7393]  eta: 0:07:16  lr: 0.000010  loss: 14.8725 (15.1608)  loss_bbox: 0.1427 (0.1457)  loss_bbox_aux_0: 0.1568 (0.1581)  loss_bbox_aux_1: 0.1482 (0.1506)  loss_bbox_aux_2: 0.1410 (0.1481)  loss_bbox_aux_3: 0.1398 (0.1464)  loss_bbox_aux_4: 0.1426 (0.1456)  loss_bbox_aux_5: 0.1854 (0.1918)  loss_bbox_dn_0: 0.2195 (0.2493)  loss_bbox_dn_1: 0.1610 (0.1810)  loss_bbox_dn_2: 0.1436 (0.1610)  loss_bbox_dn_3: 0.1377 (0.1552)  loss_bbox_dn_4: 0.1356 (0.1538)  loss_bbox_dn_5: 0.1357 (0.1538)  loss_giou: 0.4031 (0.4594)  loss_giou_aux_0: 0.4237 (0.4824)  loss_giou_aux_1: 0.4130 (0.4690)  loss_giou_aux_2: 0.4077 (0.4640)  loss_giou_aux_3: 0.4066 (0.4609)  loss_giou_aux_4: 0.4051 (0.4596)  loss_giou_aux_5: 0.4896 (0.5424)  loss_giou_dn_0: 0.5208 (0.5555)  loss_giou_dn_1: 0.4058 (0.4473)  loss_giou_dn_2: 0.3700 (0.4159)  loss_giou_dn_3: 0.3618 (0.4075)  loss_giou_dn_4: 0.3607 (0.4055)  loss_giou_dn_5: 0.3607 (0.4057)  loss_vfl: 0.6271 (0.6486)  loss_vfl_aux_0: 0.7407 (0.7396)  loss_vfl_aux_1: 0.6879 (0.6984)  loss_vfl_aux_2: 0.6612 (0.6733)  loss_vfl_aux_3: 0.6482 (0.6604)  loss_vfl_aux_4: 0.6322 (0.6528)  loss_vfl_aux_5: 0.7069 (0.7326)  loss_vfl_dn_0: 0.4434 (0.4430)  loss_vfl_dn_1: 0.3735 (0.3775)  loss_vfl_dn_2: 0.3564 (0.3616)  loss_vfl_dn_3: 0.3496 (0.3545)  loss_vfl_dn_4: 0.3466 (0.3520)  loss_vfl_dn_5: 0.3465 (0.3513)  time: 0.4657  data: 0.0162  max mem: 5654
Epoch: [67]  [6600/7393]  eta: 0:06:27  lr: 0.000010  loss: 15.0754 (15.1627)  loss_bbox: 0.1342 (0.1457)  loss_bbox_aux_0: 0.1404 (0.1582)  loss_bbox_aux_1: 0.1416 (0.1506)  loss_bbox_aux_2: 0.1348 (0.1481)  loss_bbox_aux_3: 0.1355 (0.1464)  loss_bbox_aux_4: 0.1357 (0.1456)  loss_bbox_aux_5: 0.1819 (0.1918)  loss_bbox_dn_0: 0.2280 (0.2493)  loss_bbox_dn_1: 0.1610 (0.1810)  loss_bbox_dn_2: 0.1440 (0.1610)  loss_bbox_dn_3: 0.1381 (0.1552)  loss_bbox_dn_4: 0.1358 (0.1539)  loss_bbox_dn_5: 0.1358 (0.1539)  loss_giou: 0.4364 (0.4595)  loss_giou_aux_0: 0.4721 (0.4825)  loss_giou_aux_1: 0.4604 (0.4691)  loss_giou_aux_2: 0.4467 (0.4641)  loss_giou_aux_3: 0.4344 (0.4610)  loss_giou_aux_4: 0.4362 (0.4597)  loss_giou_aux_5: 0.5215 (0.5425)  loss_giou_dn_0: 0.5516 (0.5556)  loss_giou_dn_1: 0.4261 (0.4473)  loss_giou_dn_2: 0.4015 (0.4160)  loss_giou_dn_3: 0.3912 (0.4076)  loss_giou_dn_4: 0.3892 (0.4056)  loss_giou_dn_5: 0.3891 (0.4058)  loss_vfl: 0.6402 (0.6487)  loss_vfl_aux_0: 0.7445 (0.7396)  loss_vfl_aux_1: 0.6866 (0.6984)  loss_vfl_aux_2: 0.6659 (0.6733)  loss_vfl_aux_3: 0.6666 (0.6604)  loss_vfl_aux_4: 0.6435 (0.6528)  loss_vfl_aux_5: 0.7163 (0.7326)  loss_vfl_dn_0: 0.4450 (0.4430)  loss_vfl_dn_1: 0.3779 (0.3775)  loss_vfl_dn_2: 0.3622 (0.3616)  loss_vfl_dn_3: 0.3562 (0.3545)  loss_vfl_dn_4: 0.3528 (0.3520)  loss_vfl_dn_5: 0.3522 (0.3513)  time: 0.4799  data: 0.0161  max mem: 5654
Epoch: [67]  [6700/7393]  eta: 0:05:38  lr: 0.000010  loss: 14.6825 (15.1633)  loss_bbox: 0.1295 (0.1457)  loss_bbox_aux_0: 0.1427 (0.1582)  loss_bbox_aux_1: 0.1312 (0.1506)  loss_bbox_aux_2: 0.1313 (0.1482)  loss_bbox_aux_3: 0.1285 (0.1464)  loss_bbox_aux_4: 0.1284 (0.1457)  loss_bbox_aux_5: 0.1735 (0.1918)  loss_bbox_dn_0: 0.2309 (0.2494)  loss_bbox_dn_1: 0.1577 (0.1810)  loss_bbox_dn_2: 0.1437 (0.1610)  loss_bbox_dn_3: 0.1391 (0.1552)  loss_bbox_dn_4: 0.1373 (0.1539)  loss_bbox_dn_5: 0.1373 (0.1539)  loss_giou: 0.4330 (0.4594)  loss_giou_aux_0: 0.4692 (0.4824)  loss_giou_aux_1: 0.4498 (0.4690)  loss_giou_aux_2: 0.4517 (0.4640)  loss_giou_aux_3: 0.4341 (0.4609)  loss_giou_aux_4: 0.4330 (0.4596)  loss_giou_aux_5: 0.5227 (0.5424)  loss_giou_dn_0: 0.5576 (0.5557)  loss_giou_dn_1: 0.4367 (0.4473)  loss_giou_dn_2: 0.4080 (0.4159)  loss_giou_dn_3: 0.4034 (0.4076)  loss_giou_dn_4: 0.4030 (0.4055)  loss_giou_dn_5: 0.4030 (0.4057)  loss_vfl: 0.6525 (0.6488)  loss_vfl_aux_0: 0.7518 (0.7397)  loss_vfl_aux_1: 0.7150 (0.6985)  loss_vfl_aux_2: 0.6811 (0.6734)  loss_vfl_aux_3: 0.6612 (0.6605)  loss_vfl_aux_4: 0.6633 (0.6529)  loss_vfl_aux_5: 0.7308 (0.7327)  loss_vfl_dn_0: 0.4439 (0.4431)  loss_vfl_dn_1: 0.3742 (0.3775)  loss_vfl_dn_2: 0.3586 (0.3616)  loss_vfl_dn_3: 0.3520 (0.3545)  loss_vfl_dn_4: 0.3492 (0.3520)  loss_vfl_dn_5: 0.3489 (0.3513)  time: 0.4686  data: 0.0164  max mem: 5654
Epoch: [67]  [6800/7393]  eta: 0:04:49  lr: 0.000010  loss: 15.2262 (15.1649)  loss_bbox: 0.1540 (0.1458)  loss_bbox_aux_0: 0.1722 (0.1584)  loss_bbox_aux_1: 0.1645 (0.1508)  loss_bbox_aux_2: 0.1549 (0.1483)  loss_bbox_aux_3: 0.1517 (0.1465)  loss_bbox_aux_4: 0.1525 (0.1458)  loss_bbox_aux_5: 0.2075 (0.1920)  loss_bbox_dn_0: 0.2660 (0.2495)  loss_bbox_dn_1: 0.1833 (0.1812)  loss_bbox_dn_2: 0.1659 (0.1611)  loss_bbox_dn_3: 0.1631 (0.1554)  loss_bbox_dn_4: 0.1607 (0.1540)  loss_bbox_dn_5: 0.1607 (0.1540)  loss_giou: 0.4516 (0.4594)  loss_giou_aux_0: 0.4701 (0.4824)  loss_giou_aux_1: 0.4508 (0.4690)  loss_giou_aux_2: 0.4523 (0.4639)  loss_giou_aux_3: 0.4545 (0.4608)  loss_giou_aux_4: 0.4479 (0.4595)  loss_giou_aux_5: 0.5252 (0.5424)  loss_giou_dn_0: 0.5448 (0.5557)  loss_giou_dn_1: 0.4328 (0.4474)  loss_giou_dn_2: 0.4135 (0.4159)  loss_giou_dn_3: 0.4083 (0.4076)  loss_giou_dn_4: 0.4072 (0.4055)  loss_giou_dn_5: 0.4077 (0.4057)  loss_vfl: 0.6268 (0.6489)  loss_vfl_aux_0: 0.7616 (0.7397)  loss_vfl_aux_1: 0.6981 (0.6985)  loss_vfl_aux_2: 0.6726 (0.6735)  loss_vfl_aux_3: 0.6390 (0.6606)  loss_vfl_aux_4: 0.6330 (0.6531)  loss_vfl_aux_5: 0.7491 (0.7326)  loss_vfl_dn_0: 0.4452 (0.4431)  loss_vfl_dn_1: 0.3808 (0.3775)  loss_vfl_dn_2: 0.3620 (0.3616)  loss_vfl_dn_3: 0.3529 (0.3546)  loss_vfl_dn_4: 0.3508 (0.3520)  loss_vfl_dn_5: 0.3506 (0.3513)  time: 0.4733  data: 0.0168  max mem: 5654
Epoch: [67]  [6900/7393]  eta: 0:04:00  lr: 0.000010  loss: 14.6976 (15.1617)  loss_bbox: 0.1376 (0.1459)  loss_bbox_aux_0: 0.1525 (0.1584)  loss_bbox_aux_1: 0.1421 (0.1508)  loss_bbox_aux_2: 0.1404 (0.1483)  loss_bbox_aux_3: 0.1344 (0.1465)  loss_bbox_aux_4: 0.1345 (0.1458)  loss_bbox_aux_5: 0.1814 (0.1921)  loss_bbox_dn_0: 0.2425 (0.2497)  loss_bbox_dn_1: 0.1661 (0.1813)  loss_bbox_dn_2: 0.1461 (0.1612)  loss_bbox_dn_3: 0.1418 (0.1554)  loss_bbox_dn_4: 0.1400 (0.1540)  loss_bbox_dn_5: 0.1400 (0.1540)  loss_giou: 0.3863 (0.4590)  loss_giou_aux_0: 0.4117 (0.4821)  loss_giou_aux_1: 0.3907 (0.4686)  loss_giou_aux_2: 0.3852 (0.4635)  loss_giou_aux_3: 0.3756 (0.4605)  loss_giou_aux_4: 0.3760 (0.4591)  loss_giou_aux_5: 0.4653 (0.5420)  loss_giou_dn_0: 0.5116 (0.5555)  loss_giou_dn_1: 0.4058 (0.4471)  loss_giou_dn_2: 0.3670 (0.4157)  loss_giou_dn_3: 0.3596 (0.4074)  loss_giou_dn_4: 0.3567 (0.4053)  loss_giou_dn_5: 0.3568 (0.4055)  loss_vfl: 0.6592 (0.6490)  loss_vfl_aux_0: 0.7320 (0.7397)  loss_vfl_aux_1: 0.6992 (0.6985)  loss_vfl_aux_2: 0.6722 (0.6736)  loss_vfl_aux_3: 0.6715 (0.6607)  loss_vfl_aux_4: 0.6725 (0.6532)  loss_vfl_aux_5: 0.7365 (0.7327)  loss_vfl_dn_0: 0.4378 (0.4430)  loss_vfl_dn_1: 0.3675 (0.3774)  loss_vfl_dn_2: 0.3540 (0.3615)  loss_vfl_dn_3: 0.3458 (0.3545)  loss_vfl_dn_4: 0.3398 (0.3519)  loss_vfl_dn_5: 0.3382 (0.3513)  time: 0.4818  data: 0.0168  max mem: 5654
Epoch: [67]  [7000/7393]  eta: 0:03:11  lr: 0.000010  loss: 15.8673 (15.1642)  loss_bbox: 0.1356 (0.1459)  loss_bbox_aux_0: 0.1496 (0.1585)  loss_bbox_aux_1: 0.1412 (0.1508)  loss_bbox_aux_2: 0.1387 (0.1484)  loss_bbox_aux_3: 0.1384 (0.1466)  loss_bbox_aux_4: 0.1341 (0.1458)  loss_bbox_aux_5: 0.1908 (0.1922)  loss_bbox_dn_0: 0.2646 (0.2497)  loss_bbox_dn_1: 0.1844 (0.1813)  loss_bbox_dn_2: 0.1652 (0.1612)  loss_bbox_dn_3: 0.1579 (0.1555)  loss_bbox_dn_4: 0.1551 (0.1541)  loss_bbox_dn_5: 0.1551 (0.1541)  loss_giou: 0.4440 (0.4591)  loss_giou_aux_0: 0.4823 (0.4822)  loss_giou_aux_1: 0.4526 (0.4688)  loss_giou_aux_2: 0.4514 (0.4637)  loss_giou_aux_3: 0.4491 (0.4606)  loss_giou_aux_4: 0.4439 (0.4592)  loss_giou_aux_5: 0.5545 (0.5422)  loss_giou_dn_0: 0.5939 (0.5555)  loss_giou_dn_1: 0.4797 (0.4472)  loss_giou_dn_2: 0.4379 (0.4158)  loss_giou_dn_3: 0.4289 (0.4075)  loss_giou_dn_4: 0.4262 (0.4054)  loss_giou_dn_5: 0.4265 (0.4056)  loss_vfl: 0.6449 (0.6490)  loss_vfl_aux_0: 0.7475 (0.7397)  loss_vfl_aux_1: 0.6920 (0.6986)  loss_vfl_aux_2: 0.6941 (0.6736)  loss_vfl_aux_3: 0.6676 (0.6607)  loss_vfl_aux_4: 0.6483 (0.6532)  loss_vfl_aux_5: 0.7252 (0.7327)  loss_vfl_dn_0: 0.4434 (0.4431)  loss_vfl_dn_1: 0.3787 (0.3774)  loss_vfl_dn_2: 0.3622 (0.3616)  loss_vfl_dn_3: 0.3533 (0.3545)  loss_vfl_dn_4: 0.3503 (0.3520)  loss_vfl_dn_5: 0.3501 (0.3513)  time: 0.5212  data: 0.0170  max mem: 5654
Epoch: [67]  [7100/7393]  eta: 0:02:22  lr: 0.000010  loss: 15.6288 (15.1638)  loss_bbox: 0.1305 (0.1459)  loss_bbox_aux_0: 0.1567 (0.1584)  loss_bbox_aux_1: 0.1508 (0.1508)  loss_bbox_aux_2: 0.1357 (0.1483)  loss_bbox_aux_3: 0.1329 (0.1465)  loss_bbox_aux_4: 0.1313 (0.1458)  loss_bbox_aux_5: 0.1860 (0.1921)  loss_bbox_dn_0: 0.2307 (0.2497)  loss_bbox_dn_1: 0.1772 (0.1813)  loss_bbox_dn_2: 0.1578 (0.1612)  loss_bbox_dn_3: 0.1512 (0.1555)  loss_bbox_dn_4: 0.1499 (0.1541)  loss_bbox_dn_5: 0.1499 (0.1541)  loss_giou: 0.4691 (0.4591)  loss_giou_aux_0: 0.5125 (0.4821)  loss_giou_aux_1: 0.5019 (0.4687)  loss_giou_aux_2: 0.4944 (0.4636)  loss_giou_aux_3: 0.4693 (0.4605)  loss_giou_aux_4: 0.4736 (0.4591)  loss_giou_aux_5: 0.5792 (0.5420)  loss_giou_dn_0: 0.5994 (0.5556)  loss_giou_dn_1: 0.4919 (0.4473)  loss_giou_dn_2: 0.4531 (0.4158)  loss_giou_dn_3: 0.4395 (0.4075)  loss_giou_dn_4: 0.4391 (0.4054)  loss_giou_dn_5: 0.4395 (0.4056)  loss_vfl: 0.6688 (0.6490)  loss_vfl_aux_0: 0.7571 (0.7399)  loss_vfl_aux_1: 0.7150 (0.6986)  loss_vfl_aux_2: 0.6880 (0.6737)  loss_vfl_aux_3: 0.6811 (0.6607)  loss_vfl_aux_4: 0.6677 (0.6532)  loss_vfl_aux_5: 0.7685 (0.7328)  loss_vfl_dn_0: 0.4455 (0.4430)  loss_vfl_dn_1: 0.3818 (0.3774)  loss_vfl_dn_2: 0.3705 (0.3615)  loss_vfl_dn_3: 0.3620 (0.3545)  loss_vfl_dn_4: 0.3600 (0.3520)  loss_vfl_dn_5: 0.3583 (0.3513)  time: 0.4734  data: 0.0174  max mem: 5654
Epoch: [67]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.8114 (15.1658)  loss_bbox: 0.1430 (0.1460)  loss_bbox_aux_0: 0.1546 (0.1585)  loss_bbox_aux_1: 0.1461 (0.1509)  loss_bbox_aux_2: 0.1429 (0.1484)  loss_bbox_aux_3: 0.1436 (0.1466)  loss_bbox_aux_4: 0.1415 (0.1459)  loss_bbox_aux_5: 0.1864 (0.1922)  loss_bbox_dn_0: 0.2568 (0.2499)  loss_bbox_dn_1: 0.1898 (0.1814)  loss_bbox_dn_2: 0.1706 (0.1614)  loss_bbox_dn_3: 0.1640 (0.1556)  loss_bbox_dn_4: 0.1624 (0.1542)  loss_bbox_dn_5: 0.1624 (0.1542)  loss_giou: 0.4832 (0.4591)  loss_giou_aux_0: 0.5003 (0.4820)  loss_giou_aux_1: 0.4877 (0.4686)  loss_giou_aux_2: 0.4869 (0.4635)  loss_giou_aux_3: 0.4863 (0.4605)  loss_giou_aux_4: 0.4907 (0.4592)  loss_giou_aux_5: 0.5806 (0.5420)  loss_giou_dn_0: 0.5953 (0.5556)  loss_giou_dn_1: 0.4872 (0.4473)  loss_giou_dn_2: 0.4581 (0.4159)  loss_giou_dn_3: 0.4501 (0.4075)  loss_giou_dn_4: 0.4473 (0.4054)  loss_giou_dn_5: 0.4473 (0.4056)  loss_vfl: 0.6542 (0.6490)  loss_vfl_aux_0: 0.7551 (0.7400)  loss_vfl_aux_1: 0.6987 (0.6987)  loss_vfl_aux_2: 0.6825 (0.6738)  loss_vfl_aux_3: 0.6730 (0.6608)  loss_vfl_aux_4: 0.6600 (0.6533)  loss_vfl_aux_5: 0.7062 (0.7330)  loss_vfl_dn_0: 0.4482 (0.4431)  loss_vfl_dn_1: 0.3873 (0.3774)  loss_vfl_dn_2: 0.3711 (0.3615)  loss_vfl_dn_3: 0.3664 (0.3545)  loss_vfl_dn_4: 0.3661 (0.3520)  loss_vfl_dn_5: 0.3638 (0.3513)  time: 0.4838  data: 0.0171  max mem: 5654
Epoch: [67]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 14.9935 (15.1628)  loss_bbox: 0.1472 (0.1460)  loss_bbox_aux_0: 0.1550 (0.1586)  loss_bbox_aux_1: 0.1461 (0.1509)  loss_bbox_aux_2: 0.1422 (0.1484)  loss_bbox_aux_3: 0.1420 (0.1467)  loss_bbox_aux_4: 0.1439 (0.1459)  loss_bbox_aux_5: 0.1899 (0.1923)  loss_bbox_dn_0: 0.2850 (0.2500)  loss_bbox_dn_1: 0.2005 (0.1815)  loss_bbox_dn_2: 0.1799 (0.1615)  loss_bbox_dn_3: 0.1783 (0.1557)  loss_bbox_dn_4: 0.1796 (0.1543)  loss_bbox_dn_5: 0.1795 (0.1543)  loss_giou: 0.3833 (0.4587)  loss_giou_aux_0: 0.4133 (0.4817)  loss_giou_aux_1: 0.3788 (0.4683)  loss_giou_aux_2: 0.3797 (0.4632)  loss_giou_aux_3: 0.3841 (0.4602)  loss_giou_aux_4: 0.3832 (0.4588)  loss_giou_aux_5: 0.4480 (0.5417)  loss_giou_dn_0: 0.5201 (0.5553)  loss_giou_dn_1: 0.4239 (0.4471)  loss_giou_dn_2: 0.3930 (0.4156)  loss_giou_dn_3: 0.3778 (0.4073)  loss_giou_dn_4: 0.3745 (0.4052)  loss_giou_dn_5: 0.3745 (0.4054)  loss_vfl: 0.6508 (0.6490)  loss_vfl_aux_0: 0.7615 (0.7400)  loss_vfl_aux_1: 0.7155 (0.6987)  loss_vfl_aux_2: 0.6823 (0.6738)  loss_vfl_aux_3: 0.6661 (0.6608)  loss_vfl_aux_4: 0.6492 (0.6532)  loss_vfl_aux_5: 0.7476 (0.7330)  loss_vfl_dn_0: 0.4356 (0.4431)  loss_vfl_dn_1: 0.3739 (0.3774)  loss_vfl_dn_2: 0.3527 (0.3615)  loss_vfl_dn_3: 0.3455 (0.3544)  loss_vfl_dn_4: 0.3422 (0.3519)  loss_vfl_dn_5: 0.3429 (0.3512)  time: 0.4802  data: 0.0174  max mem: 5654
Epoch: [67]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.3369 (15.1619)  loss_bbox: 0.1385 (0.1460)  loss_bbox_aux_0: 0.1444 (0.1585)  loss_bbox_aux_1: 0.1386 (0.1509)  loss_bbox_aux_2: 0.1420 (0.1483)  loss_bbox_aux_3: 0.1353 (0.1466)  loss_bbox_aux_4: 0.1359 (0.1459)  loss_bbox_aux_5: 0.1810 (0.1923)  loss_bbox_dn_0: 0.2079 (0.2500)  loss_bbox_dn_1: 0.1517 (0.1815)  loss_bbox_dn_2: 0.1320 (0.1614)  loss_bbox_dn_3: 0.1281 (0.1556)  loss_bbox_dn_4: 0.1275 (0.1542)  loss_bbox_dn_5: 0.1275 (0.1542)  loss_giou: 0.4812 (0.4587)  loss_giou_aux_0: 0.4980 (0.4816)  loss_giou_aux_1: 0.4740 (0.4682)  loss_giou_aux_2: 0.4831 (0.4631)  loss_giou_aux_3: 0.4756 (0.4601)  loss_giou_aux_4: 0.4809 (0.4587)  loss_giou_aux_5: 0.5558 (0.5416)  loss_giou_dn_0: 0.5803 (0.5553)  loss_giou_dn_1: 0.4654 (0.4471)  loss_giou_dn_2: 0.4404 (0.4156)  loss_giou_dn_3: 0.4284 (0.4073)  loss_giou_dn_4: 0.4243 (0.4052)  loss_giou_dn_5: 0.4245 (0.4054)  loss_vfl: 0.6416 (0.6490)  loss_vfl_aux_0: 0.7138 (0.7401)  loss_vfl_aux_1: 0.6775 (0.6987)  loss_vfl_aux_2: 0.6580 (0.6738)  loss_vfl_aux_3: 0.6540 (0.6608)  loss_vfl_aux_4: 0.6436 (0.6533)  loss_vfl_aux_5: 0.7096 (0.7331)  loss_vfl_dn_0: 0.4345 (0.4431)  loss_vfl_dn_1: 0.3735 (0.3774)  loss_vfl_dn_2: 0.3606 (0.3615)  loss_vfl_dn_3: 0.3544 (0.3544)  loss_vfl_dn_4: 0.3526 (0.3519)  loss_vfl_dn_5: 0.3524 (0.3512)  time: 0.4825  data: 0.0175  max mem: 5654
Epoch: [67] Total time: 1:00:05 (0.4877 s / it)
Averaged stats: lr: 0.000010  loss: 15.3369 (15.1619)  loss_bbox: 0.1385 (0.1460)  loss_bbox_aux_0: 0.1444 (0.1585)  loss_bbox_aux_1: 0.1386 (0.1509)  loss_bbox_aux_2: 0.1420 (0.1483)  loss_bbox_aux_3: 0.1353 (0.1466)  loss_bbox_aux_4: 0.1359 (0.1459)  loss_bbox_aux_5: 0.1810 (0.1923)  loss_bbox_dn_0: 0.2079 (0.2500)  loss_bbox_dn_1: 0.1517 (0.1815)  loss_bbox_dn_2: 0.1320 (0.1614)  loss_bbox_dn_3: 0.1281 (0.1556)  loss_bbox_dn_4: 0.1275 (0.1542)  loss_bbox_dn_5: 0.1275 (0.1542)  loss_giou: 0.4812 (0.4587)  loss_giou_aux_0: 0.4980 (0.4816)  loss_giou_aux_1: 0.4740 (0.4682)  loss_giou_aux_2: 0.4831 (0.4631)  loss_giou_aux_3: 0.4756 (0.4601)  loss_giou_aux_4: 0.4809 (0.4587)  loss_giou_aux_5: 0.5558 (0.5416)  loss_giou_dn_0: 0.5803 (0.5553)  loss_giou_dn_1: 0.4654 (0.4471)  loss_giou_dn_2: 0.4404 (0.4156)  loss_giou_dn_3: 0.4284 (0.4073)  loss_giou_dn_4: 0.4243 (0.4052)  loss_giou_dn_5: 0.4245 (0.4054)  loss_vfl: 0.6416 (0.6490)  loss_vfl_aux_0: 0.7138 (0.7401)  loss_vfl_aux_1: 0.6775 (0.6987)  loss_vfl_aux_2: 0.6580 (0.6738)  loss_vfl_aux_3: 0.6540 (0.6608)  loss_vfl_aux_4: 0.6436 (0.6533)  loss_vfl_aux_5: 0.7096 (0.7331)  loss_vfl_dn_0: 0.4345 (0.4431)  loss_vfl_dn_1: 0.3735 (0.3774)  loss_vfl_dn_2: 0.3606 (0.3615)  loss_vfl_dn_3: 0.3544 (0.3544)  loss_vfl_dn_4: 0.3526 (0.3519)  loss_vfl_dn_5: 0.3524 (0.3512)
Test:  [  0/157]  eta: 0:04:11    time: 1.5988  data: 1.1891  max mem: 5654
Test:  [ 10/157]  eta: 0:01:13    time: 0.5032  data: 0.1297  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3891  data: 0.0248  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3841  data: 0.0251  max mem: 5654
Test:  [ 40/157]  eta: 0:00:48    time: 0.3854  data: 0.0245  max mem: 5654
Test:  [ 50/157]  eta: 0:00:44    time: 0.3894  data: 0.0245  max mem: 5654
Test:  [ 60/157]  eta: 0:00:49    time: 0.6871  data: 0.3183  max mem: 5654
Test:  [ 70/157]  eta: 0:00:42    time: 0.6794  data: 0.3181  max mem: 5654
Test:  [ 80/157]  eta: 0:00:36    time: 0.3845  data: 0.0241  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3900  data: 0.0243  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3864  data: 0.0245  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3914  data: 0.0245  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3848  data: 0.0244  max mem: 5654
Test:  [130/157]  eta: 0:00:11    time: 0.3771  data: 0.0247  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3750  data: 0.0247  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3650  data: 0.0245  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3571  data: 0.0243  max mem: 5654
Test: Total time: 0:01:07 (0.4304 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=32.02s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.531
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.713
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.571
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.357
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.707
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.656
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.722
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.554
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.770
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.885
best_stat:  {'epoch': 62, 'coco_eval_bbox': 0.5319983068652298}
Epoch: [68]  [   0/7393]  eta: 1 day, 1:43:33  lr: 0.000010  loss: 13.6613 (13.6613)  loss_bbox: 0.0974 (0.0974)  loss_bbox_aux_0: 0.1252 (0.1252)  loss_bbox_aux_1: 0.0969 (0.0969)  loss_bbox_aux_2: 0.0979 (0.0979)  loss_bbox_aux_3: 0.0984 (0.0984)  loss_bbox_aux_4: 0.0981 (0.0981)  loss_bbox_aux_5: 0.1472 (0.1472)  loss_bbox_dn_0: 0.2188 (0.2188)  loss_bbox_dn_1: 0.1576 (0.1576)  loss_bbox_dn_2: 0.1391 (0.1391)  loss_bbox_dn_3: 0.1343 (0.1343)  loss_bbox_dn_4: 0.1322 (0.1322)  loss_bbox_dn_5: 0.1322 (0.1322)  loss_giou: 0.3663 (0.3663)  loss_giou_aux_0: 0.3953 (0.3953)  loss_giou_aux_1: 0.3633 (0.3633)  loss_giou_aux_2: 0.3650 (0.3650)  loss_giou_aux_3: 0.3704 (0.3704)  loss_giou_aux_4: 0.3715 (0.3715)  loss_giou_aux_5: 0.4366 (0.4366)  loss_giou_dn_0: 0.5257 (0.5257)  loss_giou_dn_1: 0.4266 (0.4266)  loss_giou_dn_2: 0.3965 (0.3965)  loss_giou_dn_3: 0.3871 (0.3871)  loss_giou_dn_4: 0.3851 (0.3851)  loss_giou_dn_5: 0.3854 (0.3854)  loss_vfl: 0.5890 (0.5890)  loss_vfl_aux_0: 0.6932 (0.6932)  loss_vfl_aux_1: 0.6836 (0.6836)  loss_vfl_aux_2: 0.6463 (0.6463)  loss_vfl_aux_3: 0.6111 (0.6111)  loss_vfl_aux_4: 0.5916 (0.5916)  loss_vfl_aux_5: 0.7304 (0.7304)  loss_vfl_dn_0: 0.4488 (0.4488)  loss_vfl_dn_1: 0.3875 (0.3875)  loss_vfl_dn_2: 0.3653 (0.3653)  loss_vfl_dn_3: 0.3558 (0.3558)  loss_vfl_dn_4: 0.3555 (0.3555)  loss_vfl_dn_5: 0.3532 (0.3532)  time: 12.5272  data: 3.4985  max mem: 5654
Epoch: [68]  [ 100/7393]  eta: 1:13:25  lr: 0.000010  loss: 14.9048 (15.3861)  loss_bbox: 0.1342 (0.1524)  loss_bbox_aux_0: 0.1512 (0.1661)  loss_bbox_aux_1: 0.1322 (0.1576)  loss_bbox_aux_2: 0.1347 (0.1557)  loss_bbox_aux_3: 0.1355 (0.1537)  loss_bbox_aux_4: 0.1481 (0.1529)  loss_bbox_aux_5: 0.1838 (0.2018)  loss_bbox_dn_0: 0.2404 (0.2607)  loss_bbox_dn_1: 0.1891 (0.1888)  loss_bbox_dn_2: 0.1660 (0.1686)  loss_bbox_dn_3: 0.1608 (0.1625)  loss_bbox_dn_4: 0.1588 (0.1608)  loss_bbox_dn_5: 0.1588 (0.1608)  loss_giou: 0.4224 (0.4623)  loss_giou_aux_0: 0.4430 (0.4833)  loss_giou_aux_1: 0.4346 (0.4708)  loss_giou_aux_2: 0.4301 (0.4660)  loss_giou_aux_3: 0.4276 (0.4638)  loss_giou_aux_4: 0.4237 (0.4623)  loss_giou_aux_5: 0.4973 (0.5447)  loss_giou_dn_0: 0.5550 (0.5623)  loss_giou_dn_1: 0.4611 (0.4540)  loss_giou_dn_2: 0.4132 (0.4221)  loss_giou_dn_3: 0.4096 (0.4138)  loss_giou_dn_4: 0.4065 (0.4118)  loss_giou_dn_5: 0.4066 (0.4122)  loss_vfl: 0.6689 (0.6587)  loss_vfl_aux_0: 0.7314 (0.7512)  loss_vfl_aux_1: 0.7181 (0.7081)  loss_vfl_aux_2: 0.6826 (0.6861)  loss_vfl_aux_3: 0.6620 (0.6699)  loss_vfl_aux_4: 0.6651 (0.6616)  loss_vfl_aux_5: 0.7144 (0.7377)  loss_vfl_dn_0: 0.4420 (0.4432)  loss_vfl_dn_1: 0.3775 (0.3774)  loss_vfl_dn_2: 0.3603 (0.3620)  loss_vfl_dn_3: 0.3497 (0.3547)  loss_vfl_dn_4: 0.3465 (0.3523)  loss_vfl_dn_5: 0.3460 (0.3515)  time: 0.4674  data: 0.0149  max mem: 5654
Epoch: [68]  [ 200/7393]  eta: 1:05:29  lr: 0.000010  loss: 14.8078 (15.2793)  loss_bbox: 0.1638 (0.1501)  loss_bbox_aux_0: 0.1714 (0.1621)  loss_bbox_aux_1: 0.1715 (0.1549)  loss_bbox_aux_2: 0.1580 (0.1535)  loss_bbox_aux_3: 0.1556 (0.1513)  loss_bbox_aux_4: 0.1557 (0.1507)  loss_bbox_aux_5: 0.2015 (0.1965)  loss_bbox_dn_0: 0.2587 (0.2540)  loss_bbox_dn_1: 0.1860 (0.1851)  loss_bbox_dn_2: 0.1650 (0.1655)  loss_bbox_dn_3: 0.1584 (0.1596)  loss_bbox_dn_4: 0.1579 (0.1582)  loss_bbox_dn_5: 0.1579 (0.1582)  loss_giou: 0.3736 (0.4631)  loss_giou_aux_0: 0.3989 (0.4839)  loss_giou_aux_1: 0.3913 (0.4711)  loss_giou_aux_2: 0.3711 (0.4667)  loss_giou_aux_3: 0.3689 (0.4642)  loss_giou_aux_4: 0.3736 (0.4634)  loss_giou_aux_5: 0.4667 (0.5453)  loss_giou_dn_0: 0.5100 (0.5600)  loss_giou_dn_1: 0.3970 (0.4518)  loss_giou_dn_2: 0.3740 (0.4197)  loss_giou_dn_3: 0.3618 (0.4112)  loss_giou_dn_4: 0.3596 (0.4092)  loss_giou_dn_5: 0.3595 (0.4094)  loss_vfl: 0.6196 (0.6497)  loss_vfl_aux_0: 0.7197 (0.7444)  loss_vfl_aux_1: 0.6677 (0.7034)  loss_vfl_aux_2: 0.6350 (0.6754)  loss_vfl_aux_3: 0.6231 (0.6612)  loss_vfl_aux_4: 0.6218 (0.6528)  loss_vfl_aux_5: 0.7102 (0.7320)  loss_vfl_dn_0: 0.4336 (0.4433)  loss_vfl_dn_1: 0.3696 (0.3773)  loss_vfl_dn_2: 0.3523 (0.3620)  loss_vfl_dn_3: 0.3446 (0.3548)  loss_vfl_dn_4: 0.3424 (0.3525)  loss_vfl_dn_5: 0.3399 (0.3517)  time: 0.4822  data: 0.0146  max mem: 5654
Epoch: [68]  [ 300/7393]  eta: 1:02:37  lr: 0.000010  loss: 14.8067 (15.2373)  loss_bbox: 0.1377 (0.1488)  loss_bbox_aux_0: 0.1428 (0.1607)  loss_bbox_aux_1: 0.1405 (0.1537)  loss_bbox_aux_2: 0.1379 (0.1520)  loss_bbox_aux_3: 0.1362 (0.1499)  loss_bbox_aux_4: 0.1376 (0.1493)  loss_bbox_aux_5: 0.1872 (0.1948)  loss_bbox_dn_0: 0.2642 (0.2511)  loss_bbox_dn_1: 0.1784 (0.1826)  loss_bbox_dn_2: 0.1586 (0.1631)  loss_bbox_dn_3: 0.1541 (0.1574)  loss_bbox_dn_4: 0.1522 (0.1561)  loss_bbox_dn_5: 0.1522 (0.1561)  loss_giou: 0.4245 (0.4664)  loss_giou_aux_0: 0.4493 (0.4869)  loss_giou_aux_1: 0.4224 (0.4746)  loss_giou_aux_2: 0.4249 (0.4701)  loss_giou_aux_3: 0.4207 (0.4676)  loss_giou_aux_4: 0.4240 (0.4667)  loss_giou_aux_5: 0.5219 (0.5490)  loss_giou_dn_0: 0.5233 (0.5596)  loss_giou_dn_1: 0.4154 (0.4517)  loss_giou_dn_2: 0.3785 (0.4198)  loss_giou_dn_3: 0.3656 (0.4115)  loss_giou_dn_4: 0.3621 (0.4095)  loss_giou_dn_5: 0.3621 (0.4097)  loss_vfl: 0.6085 (0.6431)  loss_vfl_aux_0: 0.7206 (0.7391)  loss_vfl_aux_1: 0.6768 (0.6963)  loss_vfl_aux_2: 0.6413 (0.6698)  loss_vfl_aux_3: 0.6251 (0.6548)  loss_vfl_aux_4: 0.6164 (0.6470)  loss_vfl_aux_5: 0.7169 (0.7278)  loss_vfl_dn_0: 0.4355 (0.4424)  loss_vfl_dn_1: 0.3759 (0.3775)  loss_vfl_dn_2: 0.3523 (0.3620)  loss_vfl_dn_3: 0.3433 (0.3548)  loss_vfl_dn_4: 0.3392 (0.3524)  loss_vfl_dn_5: 0.3370 (0.3516)  time: 0.5206  data: 0.0137  max mem: 5654
Epoch: [68]  [ 400/7393]  eta: 1:00:00  lr: 0.000010  loss: 14.7709 (15.1673)  loss_bbox: 0.1460 (0.1489)  loss_bbox_aux_0: 0.1485 (0.1600)  loss_bbox_aux_1: 0.1347 (0.1533)  loss_bbox_aux_2: 0.1445 (0.1516)  loss_bbox_aux_3: 0.1459 (0.1496)  loss_bbox_aux_4: 0.1465 (0.1492)  loss_bbox_aux_5: 0.1886 (0.1943)  loss_bbox_dn_0: 0.2590 (0.2529)  loss_bbox_dn_1: 0.1765 (0.1835)  loss_bbox_dn_2: 0.1578 (0.1640)  loss_bbox_dn_3: 0.1531 (0.1582)  loss_bbox_dn_4: 0.1516 (0.1569)  loss_bbox_dn_5: 0.1516 (0.1569)  loss_giou: 0.3778 (0.4617)  loss_giou_aux_0: 0.4029 (0.4826)  loss_giou_aux_1: 0.4049 (0.4700)  loss_giou_aux_2: 0.3784 (0.4655)  loss_giou_aux_3: 0.3795 (0.4630)  loss_giou_aux_4: 0.3881 (0.4619)  loss_giou_aux_5: 0.4777 (0.5437)  loss_giou_dn_0: 0.5143 (0.5570)  loss_giou_dn_1: 0.4113 (0.4487)  loss_giou_dn_2: 0.3828 (0.4170)  loss_giou_dn_3: 0.3721 (0.4086)  loss_giou_dn_4: 0.3696 (0.4066)  loss_giou_dn_5: 0.3696 (0.4068)  loss_vfl: 0.6359 (0.6405)  loss_vfl_aux_0: 0.7326 (0.7370)  loss_vfl_aux_1: 0.7064 (0.6932)  loss_vfl_aux_2: 0.6788 (0.6669)  loss_vfl_aux_3: 0.6561 (0.6519)  loss_vfl_aux_4: 0.6397 (0.6451)  loss_vfl_aux_5: 0.7386 (0.7261)  loss_vfl_dn_0: 0.4405 (0.4413)  loss_vfl_dn_1: 0.3720 (0.3765)  loss_vfl_dn_2: 0.3585 (0.3609)  loss_vfl_dn_3: 0.3479 (0.3536)  loss_vfl_dn_4: 0.3462 (0.3513)  loss_vfl_dn_5: 0.3441 (0.3505)  time: 0.4636  data: 0.0140  max mem: 5654
Epoch: [68]  [ 500/7393]  eta: 0:58:15  lr: 0.000010  loss: 14.9609 (15.1951)  loss_bbox: 0.1397 (0.1483)  loss_bbox_aux_0: 0.1598 (0.1592)  loss_bbox_aux_1: 0.1431 (0.1527)  loss_bbox_aux_2: 0.1394 (0.1511)  loss_bbox_aux_3: 0.1397 (0.1488)  loss_bbox_aux_4: 0.1397 (0.1484)  loss_bbox_aux_5: 0.1932 (0.1930)  loss_bbox_dn_0: 0.2467 (0.2511)  loss_bbox_dn_1: 0.1865 (0.1828)  loss_bbox_dn_2: 0.1632 (0.1633)  loss_bbox_dn_3: 0.1546 (0.1577)  loss_bbox_dn_4: 0.1537 (0.1564)  loss_bbox_dn_5: 0.1537 (0.1564)  loss_giou: 0.4083 (0.4643)  loss_giou_aux_0: 0.4947 (0.4853)  loss_giou_aux_1: 0.4710 (0.4729)  loss_giou_aux_2: 0.4339 (0.4686)  loss_giou_aux_3: 0.4202 (0.4656)  loss_giou_aux_4: 0.4047 (0.4645)  loss_giou_aux_5: 0.5638 (0.5460)  loss_giou_dn_0: 0.5441 (0.5588)  loss_giou_dn_1: 0.4239 (0.4511)  loss_giou_dn_2: 0.3779 (0.4193)  loss_giou_dn_3: 0.3668 (0.4109)  loss_giou_dn_4: 0.3662 (0.4088)  loss_giou_dn_5: 0.3665 (0.4090)  loss_vfl: 0.6286 (0.6417)  loss_vfl_aux_0: 0.7420 (0.7376)  loss_vfl_aux_1: 0.6832 (0.6928)  loss_vfl_aux_2: 0.6497 (0.6671)  loss_vfl_aux_3: 0.6543 (0.6534)  loss_vfl_aux_4: 0.6416 (0.6460)  loss_vfl_aux_5: 0.7105 (0.7258)  loss_vfl_dn_0: 0.4409 (0.4414)  loss_vfl_dn_1: 0.3780 (0.3769)  loss_vfl_dn_2: 0.3608 (0.3613)  loss_vfl_dn_3: 0.3547 (0.3541)  loss_vfl_dn_4: 0.3548 (0.3517)  loss_vfl_dn_5: 0.3532 (0.3510)  time: 0.4807  data: 0.0140  max mem: 5654
Epoch: [68]  [ 600/7393]  eta: 0:57:02  lr: 0.000010  loss: 15.0337 (15.1888)  loss_bbox: 0.1489 (0.1486)  loss_bbox_aux_0: 0.1517 (0.1593)  loss_bbox_aux_1: 0.1406 (0.1529)  loss_bbox_aux_2: 0.1470 (0.1513)  loss_bbox_aux_3: 0.1484 (0.1491)  loss_bbox_aux_4: 0.1489 (0.1488)  loss_bbox_aux_5: 0.1797 (0.1925)  loss_bbox_dn_0: 0.2333 (0.2502)  loss_bbox_dn_1: 0.1660 (0.1824)  loss_bbox_dn_2: 0.1483 (0.1630)  loss_bbox_dn_3: 0.1432 (0.1574)  loss_bbox_dn_4: 0.1429 (0.1561)  loss_bbox_dn_5: 0.1429 (0.1561)  loss_giou: 0.4556 (0.4650)  loss_giou_aux_0: 0.4743 (0.4858)  loss_giou_aux_1: 0.4744 (0.4737)  loss_giou_aux_2: 0.4539 (0.4691)  loss_giou_aux_3: 0.4530 (0.4660)  loss_giou_aux_4: 0.4602 (0.4652)  loss_giou_aux_5: 0.5177 (0.5459)  loss_giou_dn_0: 0.5484 (0.5587)  loss_giou_dn_1: 0.4459 (0.4511)  loss_giou_dn_2: 0.4111 (0.4194)  loss_giou_dn_3: 0.4037 (0.4111)  loss_giou_dn_4: 0.4024 (0.4091)  loss_giou_dn_5: 0.4026 (0.4093)  loss_vfl: 0.6250 (0.6407)  loss_vfl_aux_0: 0.7189 (0.7351)  loss_vfl_aux_1: 0.6482 (0.6910)  loss_vfl_aux_2: 0.6370 (0.6654)  loss_vfl_aux_3: 0.6418 (0.6527)  loss_vfl_aux_4: 0.6247 (0.6449)  loss_vfl_aux_5: 0.7398 (0.7254)  loss_vfl_dn_0: 0.4424 (0.4415)  loss_vfl_dn_1: 0.3780 (0.3768)  loss_vfl_dn_2: 0.3627 (0.3613)  loss_vfl_dn_3: 0.3580 (0.3542)  loss_vfl_dn_4: 0.3559 (0.3518)  loss_vfl_dn_5: 0.3549 (0.3510)  time: 0.4881  data: 0.0140  max mem: 5654
Epoch: [68]  [ 700/7393]  eta: 0:55:54  lr: 0.000010  loss: 14.7062 (15.2047)  loss_bbox: 0.1435 (0.1486)  loss_bbox_aux_0: 0.1507 (0.1599)  loss_bbox_aux_1: 0.1476 (0.1534)  loss_bbox_aux_2: 0.1445 (0.1514)  loss_bbox_aux_3: 0.1432 (0.1492)  loss_bbox_aux_4: 0.1434 (0.1489)  loss_bbox_aux_5: 0.1730 (0.1934)  loss_bbox_dn_0: 0.2310 (0.2508)  loss_bbox_dn_1: 0.1720 (0.1826)  loss_bbox_dn_2: 0.1432 (0.1632)  loss_bbox_dn_3: 0.1361 (0.1575)  loss_bbox_dn_4: 0.1342 (0.1562)  loss_bbox_dn_5: 0.1342 (0.1562)  loss_giou: 0.4434 (0.4645)  loss_giou_aux_0: 0.4721 (0.4863)  loss_giou_aux_1: 0.4474 (0.4741)  loss_giou_aux_2: 0.4492 (0.4689)  loss_giou_aux_3: 0.4434 (0.4657)  loss_giou_aux_4: 0.4436 (0.4648)  loss_giou_aux_5: 0.5359 (0.5462)  loss_giou_dn_0: 0.5706 (0.5588)  loss_giou_dn_1: 0.4539 (0.4511)  loss_giou_dn_2: 0.4282 (0.4195)  loss_giou_dn_3: 0.4184 (0.4111)  loss_giou_dn_4: 0.4163 (0.4091)  loss_giou_dn_5: 0.4162 (0.4093)  loss_vfl: 0.6398 (0.6428)  loss_vfl_aux_0: 0.7405 (0.7357)  loss_vfl_aux_1: 0.7051 (0.6918)  loss_vfl_aux_2: 0.6726 (0.6675)  loss_vfl_aux_3: 0.6543 (0.6549)  loss_vfl_aux_4: 0.6525 (0.6472)  loss_vfl_aux_5: 0.7171 (0.7261)  loss_vfl_dn_0: 0.4387 (0.4419)  loss_vfl_dn_1: 0.3743 (0.3770)  loss_vfl_dn_2: 0.3605 (0.3615)  loss_vfl_dn_3: 0.3536 (0.3543)  loss_vfl_dn_4: 0.3490 (0.3520)  loss_vfl_dn_5: 0.3494 (0.3513)  time: 0.5192  data: 0.0139  max mem: 5654
Epoch: [68]  [ 800/7393]  eta: 0:54:56  lr: 0.000010  loss: 15.0993 (15.1885)  loss_bbox: 0.1318 (0.1483)  loss_bbox_aux_0: 0.1518 (0.1597)  loss_bbox_aux_1: 0.1440 (0.1530)  loss_bbox_aux_2: 0.1395 (0.1509)  loss_bbox_aux_3: 0.1328 (0.1488)  loss_bbox_aux_4: 0.1318 (0.1486)  loss_bbox_aux_5: 0.1699 (0.1927)  loss_bbox_dn_0: 0.2209 (0.2502)  loss_bbox_dn_1: 0.1568 (0.1824)  loss_bbox_dn_2: 0.1391 (0.1626)  loss_bbox_dn_3: 0.1355 (0.1570)  loss_bbox_dn_4: 0.1337 (0.1557)  loss_bbox_dn_5: 0.1337 (0.1557)  loss_giou: 0.4465 (0.4626)  loss_giou_aux_0: 0.4812 (0.4853)  loss_giou_aux_1: 0.4671 (0.4727)  loss_giou_aux_2: 0.4581 (0.4672)  loss_giou_aux_3: 0.4500 (0.4638)  loss_giou_aux_4: 0.4500 (0.4629)  loss_giou_aux_5: 0.5146 (0.5448)  loss_giou_dn_0: 0.5592 (0.5580)  loss_giou_dn_1: 0.4662 (0.4504)  loss_giou_dn_2: 0.4222 (0.4187)  loss_giou_dn_3: 0.4147 (0.4103)  loss_giou_dn_4: 0.4146 (0.4082)  loss_giou_dn_5: 0.4147 (0.4084)  loss_vfl: 0.6513 (0.6440)  loss_vfl_aux_0: 0.6936 (0.7356)  loss_vfl_aux_1: 0.6516 (0.6918)  loss_vfl_aux_2: 0.6600 (0.6684)  loss_vfl_aux_3: 0.6392 (0.6561)  loss_vfl_aux_4: 0.6591 (0.6483)  loss_vfl_aux_5: 0.6972 (0.7268)  loss_vfl_dn_0: 0.4440 (0.4420)  loss_vfl_dn_1: 0.3729 (0.3771)  loss_vfl_dn_2: 0.3595 (0.3617)  loss_vfl_dn_3: 0.3546 (0.3545)  loss_vfl_dn_4: 0.3529 (0.3522)  loss_vfl_dn_5: 0.3501 (0.3514)  time: 0.4872  data: 0.0144  max mem: 5654
Epoch: [68]  [ 900/7393]  eta: 0:53:58  lr: 0.000010  loss: 14.8262 (15.1787)  loss_bbox: 0.1384 (0.1476)  loss_bbox_aux_0: 0.1489 (0.1589)  loss_bbox_aux_1: 0.1420 (0.1522)  loss_bbox_aux_2: 0.1442 (0.1502)  loss_bbox_aux_3: 0.1382 (0.1480)  loss_bbox_aux_4: 0.1385 (0.1478)  loss_bbox_aux_5: 0.1759 (0.1919)  loss_bbox_dn_0: 0.2583 (0.2495)  loss_bbox_dn_1: 0.1796 (0.1816)  loss_bbox_dn_2: 0.1637 (0.1618)  loss_bbox_dn_3: 0.1585 (0.1561)  loss_bbox_dn_4: 0.1569 (0.1548)  loss_bbox_dn_5: 0.1570 (0.1548)  loss_giou: 0.4402 (0.4625)  loss_giou_aux_0: 0.4538 (0.4852)  loss_giou_aux_1: 0.4419 (0.4724)  loss_giou_aux_2: 0.4344 (0.4670)  loss_giou_aux_3: 0.4391 (0.4636)  loss_giou_aux_4: 0.4368 (0.4627)  loss_giou_aux_5: 0.5246 (0.5448)  loss_giou_dn_0: 0.5429 (0.5580)  loss_giou_dn_1: 0.4399 (0.4501)  loss_giou_dn_2: 0.3999 (0.4185)  loss_giou_dn_3: 0.3922 (0.4100)  loss_giou_dn_4: 0.3892 (0.4079)  loss_giou_dn_5: 0.3900 (0.4081)  loss_vfl: 0.6094 (0.6441)  loss_vfl_aux_0: 0.6926 (0.7359)  loss_vfl_aux_1: 0.6418 (0.6921)  loss_vfl_aux_2: 0.6222 (0.6687)  loss_vfl_aux_3: 0.6272 (0.6566)  loss_vfl_aux_4: 0.6188 (0.6486)  loss_vfl_aux_5: 0.6796 (0.7278)  loss_vfl_dn_0: 0.4362 (0.4421)  loss_vfl_dn_1: 0.3754 (0.3771)  loss_vfl_dn_2: 0.3552 (0.3616)  loss_vfl_dn_3: 0.3516 (0.3545)  loss_vfl_dn_4: 0.3494 (0.3521)  loss_vfl_dn_5: 0.3475 (0.3513)  time: 0.4920  data: 0.0143  max mem: 5654
Epoch: [68]  [1000/7393]  eta: 0:53:02  lr: 0.000010  loss: 15.0277 (15.1791)  loss_bbox: 0.1267 (0.1470)  loss_bbox_aux_0: 0.1458 (0.1584)  loss_bbox_aux_1: 0.1316 (0.1516)  loss_bbox_aux_2: 0.1333 (0.1494)  loss_bbox_aux_3: 0.1323 (0.1474)  loss_bbox_aux_4: 0.1317 (0.1472)  loss_bbox_aux_5: 0.1660 (0.1914)  loss_bbox_dn_0: 0.2314 (0.2488)  loss_bbox_dn_1: 0.1724 (0.1809)  loss_bbox_dn_2: 0.1555 (0.1612)  loss_bbox_dn_3: 0.1488 (0.1555)  loss_bbox_dn_4: 0.1478 (0.1542)  loss_bbox_dn_5: 0.1478 (0.1542)  loss_giou: 0.4328 (0.4635)  loss_giou_aux_0: 0.4633 (0.4863)  loss_giou_aux_1: 0.4445 (0.4735)  loss_giou_aux_2: 0.4359 (0.4680)  loss_giou_aux_3: 0.4377 (0.4646)  loss_giou_aux_4: 0.4267 (0.4636)  loss_giou_aux_5: 0.5174 (0.5461)  loss_giou_dn_0: 0.5612 (0.5590)  loss_giou_dn_1: 0.4397 (0.4509)  loss_giou_dn_2: 0.4047 (0.4192)  loss_giou_dn_3: 0.3873 (0.4108)  loss_giou_dn_4: 0.3873 (0.4087)  loss_giou_dn_5: 0.3872 (0.4089)  loss_vfl: 0.6334 (0.6438)  loss_vfl_aux_0: 0.7089 (0.7353)  loss_vfl_aux_1: 0.6645 (0.6919)  loss_vfl_aux_2: 0.6552 (0.6686)  loss_vfl_aux_3: 0.6319 (0.6563)  loss_vfl_aux_4: 0.6282 (0.6484)  loss_vfl_aux_5: 0.6750 (0.7271)  loss_vfl_dn_0: 0.4352 (0.4417)  loss_vfl_dn_1: 0.3728 (0.3769)  loss_vfl_dn_2: 0.3556 (0.3614)  loss_vfl_dn_3: 0.3507 (0.3543)  loss_vfl_dn_4: 0.3457 (0.3519)  loss_vfl_dn_5: 0.3434 (0.3511)  time: 0.4819  data: 0.0139  max mem: 5654
Epoch: [68]  [1100/7393]  eta: 0:52:02  lr: 0.000010  loss: 14.7262 (15.1705)  loss_bbox: 0.1486 (0.1465)  loss_bbox_aux_0: 0.1510 (0.1579)  loss_bbox_aux_1: 0.1443 (0.1511)  loss_bbox_aux_2: 0.1425 (0.1489)  loss_bbox_aux_3: 0.1424 (0.1469)  loss_bbox_aux_4: 0.1464 (0.1467)  loss_bbox_aux_5: 0.1957 (0.1910)  loss_bbox_dn_0: 0.2611 (0.2479)  loss_bbox_dn_1: 0.2015 (0.1802)  loss_bbox_dn_2: 0.1769 (0.1605)  loss_bbox_dn_3: 0.1637 (0.1549)  loss_bbox_dn_4: 0.1581 (0.1535)  loss_bbox_dn_5: 0.1581 (0.1535)  loss_giou: 0.4207 (0.4637)  loss_giou_aux_0: 0.4556 (0.4865)  loss_giou_aux_1: 0.4422 (0.4738)  loss_giou_aux_2: 0.4179 (0.4681)  loss_giou_aux_3: 0.4194 (0.4648)  loss_giou_aux_4: 0.4138 (0.4638)  loss_giou_aux_5: 0.5273 (0.5464)  loss_giou_dn_0: 0.5315 (0.5589)  loss_giou_dn_1: 0.4071 (0.4508)  loss_giou_dn_2: 0.3743 (0.4191)  loss_giou_dn_3: 0.3660 (0.4107)  loss_giou_dn_4: 0.3635 (0.4086)  loss_giou_dn_5: 0.3648 (0.4088)  loss_vfl: 0.6449 (0.6435)  loss_vfl_aux_0: 0.7611 (0.7352)  loss_vfl_aux_1: 0.7141 (0.6918)  loss_vfl_aux_2: 0.6755 (0.6684)  loss_vfl_aux_3: 0.6516 (0.6557)  loss_vfl_aux_4: 0.6548 (0.6481)  loss_vfl_aux_5: 0.7405 (0.7271)  loss_vfl_dn_0: 0.4404 (0.4418)  loss_vfl_dn_1: 0.3732 (0.3770)  loss_vfl_dn_2: 0.3486 (0.3614)  loss_vfl_dn_3: 0.3377 (0.3543)  loss_vfl_dn_4: 0.3357 (0.3519)  loss_vfl_dn_5: 0.3360 (0.3511)  time: 0.4987  data: 0.0139  max mem: 5654
Epoch: [68]  [1200/7393]  eta: 0:51:08  lr: 0.000010  loss: 14.6264 (15.1501)  loss_bbox: 0.1412 (0.1459)  loss_bbox_aux_0: 0.1452 (0.1574)  loss_bbox_aux_1: 0.1338 (0.1507)  loss_bbox_aux_2: 0.1466 (0.1484)  loss_bbox_aux_3: 0.1437 (0.1464)  loss_bbox_aux_4: 0.1409 (0.1461)  loss_bbox_aux_5: 0.1798 (0.1906)  loss_bbox_dn_0: 0.2453 (0.2475)  loss_bbox_dn_1: 0.1706 (0.1798)  loss_bbox_dn_2: 0.1543 (0.1601)  loss_bbox_dn_3: 0.1499 (0.1545)  loss_bbox_dn_4: 0.1500 (0.1531)  loss_bbox_dn_5: 0.1500 (0.1531)  loss_giou: 0.4301 (0.4622)  loss_giou_aux_0: 0.4577 (0.4849)  loss_giou_aux_1: 0.4294 (0.4725)  loss_giou_aux_2: 0.4304 (0.4668)  loss_giou_aux_3: 0.4322 (0.4634)  loss_giou_aux_4: 0.4294 (0.4623)  loss_giou_aux_5: 0.5204 (0.5447)  loss_giou_dn_0: 0.5283 (0.5579)  loss_giou_dn_1: 0.4272 (0.4497)  loss_giou_dn_2: 0.3954 (0.4180)  loss_giou_dn_3: 0.3870 (0.4096)  loss_giou_dn_4: 0.3861 (0.4075)  loss_giou_dn_5: 0.3871 (0.4077)  loss_vfl: 0.6284 (0.6438)  loss_vfl_aux_0: 0.7137 (0.7362)  loss_vfl_aux_1: 0.6575 (0.6920)  loss_vfl_aux_2: 0.6402 (0.6685)  loss_vfl_aux_3: 0.6367 (0.6559)  loss_vfl_aux_4: 0.6316 (0.6483)  loss_vfl_aux_5: 0.6990 (0.7282)  loss_vfl_dn_0: 0.4366 (0.4418)  loss_vfl_dn_1: 0.3689 (0.3769)  loss_vfl_dn_2: 0.3539 (0.3611)  loss_vfl_dn_3: 0.3470 (0.3542)  loss_vfl_dn_4: 0.3440 (0.3517)  loss_vfl_dn_5: 0.3439 (0.3509)  time: 0.4969  data: 0.0147  max mem: 5654
Epoch: [68]  [1300/7393]  eta: 0:50:13  lr: 0.000010  loss: 15.2374 (15.1466)  loss_bbox: 0.1421 (0.1459)  loss_bbox_aux_0: 0.1499 (0.1574)  loss_bbox_aux_1: 0.1413 (0.1507)  loss_bbox_aux_2: 0.1422 (0.1483)  loss_bbox_aux_3: 0.1393 (0.1463)  loss_bbox_aux_4: 0.1425 (0.1460)  loss_bbox_aux_5: 0.1804 (0.1903)  loss_bbox_dn_0: 0.2355 (0.2469)  loss_bbox_dn_1: 0.1712 (0.1794)  loss_bbox_dn_2: 0.1553 (0.1598)  loss_bbox_dn_3: 0.1492 (0.1541)  loss_bbox_dn_4: 0.1473 (0.1527)  loss_bbox_dn_5: 0.1473 (0.1528)  loss_giou: 0.4817 (0.4620)  loss_giou_aux_0: 0.4962 (0.4848)  loss_giou_aux_1: 0.4891 (0.4722)  loss_giou_aux_2: 0.4860 (0.4666)  loss_giou_aux_3: 0.4880 (0.4632)  loss_giou_aux_4: 0.4910 (0.4620)  loss_giou_aux_5: 0.5647 (0.5444)  loss_giou_dn_0: 0.5732 (0.5578)  loss_giou_dn_1: 0.4572 (0.4495)  loss_giou_dn_2: 0.4276 (0.4178)  loss_giou_dn_3: 0.4182 (0.4094)  loss_giou_dn_4: 0.4153 (0.4073)  loss_giou_dn_5: 0.4162 (0.4075)  loss_vfl: 0.6438 (0.6440)  loss_vfl_aux_0: 0.7206 (0.7361)  loss_vfl_aux_1: 0.6775 (0.6922)  loss_vfl_aux_2: 0.6619 (0.6688)  loss_vfl_aux_3: 0.6593 (0.6561)  loss_vfl_aux_4: 0.6498 (0.6487)  loss_vfl_aux_5: 0.7219 (0.7285)  loss_vfl_dn_0: 0.4423 (0.4418)  loss_vfl_dn_1: 0.3839 (0.3770)  loss_vfl_dn_2: 0.3705 (0.3613)  loss_vfl_dn_3: 0.3638 (0.3543)  loss_vfl_dn_4: 0.3613 (0.3518)  loss_vfl_dn_5: 0.3604 (0.3510)  time: 0.4929  data: 0.0141  max mem: 5654
Epoch: [68]  [1400/7393]  eta: 0:49:14  lr: 0.000010  loss: 14.8261 (15.1362)  loss_bbox: 0.1343 (0.1458)  loss_bbox_aux_0: 0.1452 (0.1573)  loss_bbox_aux_1: 0.1304 (0.1505)  loss_bbox_aux_2: 0.1317 (0.1482)  loss_bbox_aux_3: 0.1353 (0.1462)  loss_bbox_aux_4: 0.1342 (0.1459)  loss_bbox_aux_5: 0.1853 (0.1902)  loss_bbox_dn_0: 0.2219 (0.2472)  loss_bbox_dn_1: 0.1652 (0.1795)  loss_bbox_dn_2: 0.1494 (0.1598)  loss_bbox_dn_3: 0.1411 (0.1542)  loss_bbox_dn_4: 0.1390 (0.1528)  loss_bbox_dn_5: 0.1390 (0.1528)  loss_giou: 0.4623 (0.4614)  loss_giou_aux_0: 0.4800 (0.4841)  loss_giou_aux_1: 0.4686 (0.4716)  loss_giou_aux_2: 0.4643 (0.4661)  loss_giou_aux_3: 0.4613 (0.4626)  loss_giou_aux_4: 0.4579 (0.4614)  loss_giou_aux_5: 0.5600 (0.5437)  loss_giou_dn_0: 0.5470 (0.5571)  loss_giou_dn_1: 0.4580 (0.4489)  loss_giou_dn_2: 0.4243 (0.4172)  loss_giou_dn_3: 0.4154 (0.4087)  loss_giou_dn_4: 0.4126 (0.4066)  loss_giou_dn_5: 0.4125 (0.4068)  loss_vfl: 0.6284 (0.6438)  loss_vfl_aux_0: 0.7064 (0.7361)  loss_vfl_aux_1: 0.6921 (0.6921)  loss_vfl_aux_2: 0.6541 (0.6684)  loss_vfl_aux_3: 0.6456 (0.6558)  loss_vfl_aux_4: 0.6395 (0.6485)  loss_vfl_aux_5: 0.7105 (0.7283)  loss_vfl_dn_0: 0.4389 (0.4417)  loss_vfl_dn_1: 0.3716 (0.3769)  loss_vfl_dn_2: 0.3515 (0.3612)  loss_vfl_dn_3: 0.3436 (0.3542)  loss_vfl_dn_4: 0.3411 (0.3517)  loss_vfl_dn_5: 0.3405 (0.3510)  time: 0.4718  data: 0.0143  max mem: 5654
Epoch: [68]  [1500/7393]  eta: 0:48:24  lr: 0.000010  loss: 14.5903 (15.1291)  loss_bbox: 0.1351 (0.1456)  loss_bbox_aux_0: 0.1494 (0.1571)  loss_bbox_aux_1: 0.1364 (0.1502)  loss_bbox_aux_2: 0.1391 (0.1480)  loss_bbox_aux_3: 0.1380 (0.1460)  loss_bbox_aux_4: 0.1351 (0.1457)  loss_bbox_aux_5: 0.1699 (0.1901)  loss_bbox_dn_0: 0.2275 (0.2471)  loss_bbox_dn_1: 0.1501 (0.1794)  loss_bbox_dn_2: 0.1336 (0.1598)  loss_bbox_dn_3: 0.1287 (0.1541)  loss_bbox_dn_4: 0.1264 (0.1527)  loss_bbox_dn_5: 0.1265 (0.1528)  loss_giou: 0.4611 (0.4611)  loss_giou_aux_0: 0.4809 (0.4837)  loss_giou_aux_1: 0.4689 (0.4711)  loss_giou_aux_2: 0.4605 (0.4658)  loss_giou_aux_3: 0.4643 (0.4623)  loss_giou_aux_4: 0.4643 (0.4611)  loss_giou_aux_5: 0.5303 (0.5433)  loss_giou_dn_0: 0.5384 (0.5565)  loss_giou_dn_1: 0.4328 (0.4485)  loss_giou_dn_2: 0.3964 (0.4167)  loss_giou_dn_3: 0.3919 (0.4083)  loss_giou_dn_4: 0.3894 (0.4062)  loss_giou_dn_5: 0.3896 (0.4064)  loss_vfl: 0.6260 (0.6438)  loss_vfl_aux_0: 0.6601 (0.7360)  loss_vfl_aux_1: 0.6365 (0.6923)  loss_vfl_aux_2: 0.6344 (0.6684)  loss_vfl_aux_3: 0.6178 (0.6562)  loss_vfl_aux_4: 0.6268 (0.6486)  loss_vfl_aux_5: 0.6738 (0.7281)  loss_vfl_dn_0: 0.4321 (0.4417)  loss_vfl_dn_1: 0.3660 (0.3768)  loss_vfl_dn_2: 0.3506 (0.3611)  loss_vfl_dn_3: 0.3442 (0.3541)  loss_vfl_dn_4: 0.3414 (0.3516)  loss_vfl_dn_5: 0.3394 (0.3508)  time: 0.5013  data: 0.0141  max mem: 5654
Epoch: [68]  [1600/7393]  eta: 0:47:32  lr: 0.000010  loss: 15.2217 (15.1418)  loss_bbox: 0.1432 (0.1458)  loss_bbox_aux_0: 0.1609 (0.1573)  loss_bbox_aux_1: 0.1492 (0.1504)  loss_bbox_aux_2: 0.1406 (0.1482)  loss_bbox_aux_3: 0.1476 (0.1462)  loss_bbox_aux_4: 0.1440 (0.1460)  loss_bbox_aux_5: 0.1879 (0.1902)  loss_bbox_dn_0: 0.2389 (0.2474)  loss_bbox_dn_1: 0.1732 (0.1797)  loss_bbox_dn_2: 0.1498 (0.1600)  loss_bbox_dn_3: 0.1465 (0.1544)  loss_bbox_dn_4: 0.1470 (0.1530)  loss_bbox_dn_5: 0.1470 (0.1530)  loss_giou: 0.4537 (0.4618)  loss_giou_aux_0: 0.4568 (0.4843)  loss_giou_aux_1: 0.4477 (0.4718)  loss_giou_aux_2: 0.4439 (0.4665)  loss_giou_aux_3: 0.4402 (0.4630)  loss_giou_aux_4: 0.4458 (0.4618)  loss_giou_aux_5: 0.5202 (0.5439)  loss_giou_dn_0: 0.5433 (0.5570)  loss_giou_dn_1: 0.4511 (0.4489)  loss_giou_dn_2: 0.4175 (0.4173)  loss_giou_dn_3: 0.4030 (0.4088)  loss_giou_dn_4: 0.3989 (0.4067)  loss_giou_dn_5: 0.3989 (0.4069)  loss_vfl: 0.6227 (0.6442)  loss_vfl_aux_0: 0.7313 (0.7358)  loss_vfl_aux_1: 0.6862 (0.6923)  loss_vfl_aux_2: 0.6623 (0.6686)  loss_vfl_aux_3: 0.6329 (0.6562)  loss_vfl_aux_4: 0.6318 (0.6489)  loss_vfl_aux_5: 0.6933 (0.7279)  loss_vfl_dn_0: 0.4471 (0.4418)  loss_vfl_dn_1: 0.3826 (0.3771)  loss_vfl_dn_2: 0.3639 (0.3613)  loss_vfl_dn_3: 0.3558 (0.3543)  loss_vfl_dn_4: 0.3543 (0.3519)  loss_vfl_dn_5: 0.3530 (0.3511)  time: 0.4908  data: 0.0148  max mem: 5654
Epoch: [68]  [1700/7393]  eta: 0:46:38  lr: 0.000010  loss: 14.8635 (15.1473)  loss_bbox: 0.1406 (0.1459)  loss_bbox_aux_0: 0.1447 (0.1575)  loss_bbox_aux_1: 0.1351 (0.1505)  loss_bbox_aux_2: 0.1364 (0.1483)  loss_bbox_aux_3: 0.1396 (0.1463)  loss_bbox_aux_4: 0.1387 (0.1460)  loss_bbox_aux_5: 0.1841 (0.1904)  loss_bbox_dn_0: 0.2567 (0.2478)  loss_bbox_dn_1: 0.1744 (0.1801)  loss_bbox_dn_2: 0.1523 (0.1603)  loss_bbox_dn_3: 0.1488 (0.1547)  loss_bbox_dn_4: 0.1500 (0.1533)  loss_bbox_dn_5: 0.1500 (0.1533)  loss_giou: 0.4360 (0.4617)  loss_giou_aux_0: 0.4561 (0.4841)  loss_giou_aux_1: 0.4230 (0.4715)  loss_giou_aux_2: 0.4239 (0.4663)  loss_giou_aux_3: 0.4368 (0.4628)  loss_giou_aux_4: 0.4307 (0.4617)  loss_giou_aux_5: 0.5047 (0.5437)  loss_giou_dn_0: 0.5451 (0.5571)  loss_giou_dn_1: 0.4400 (0.4491)  loss_giou_dn_2: 0.4102 (0.4173)  loss_giou_dn_3: 0.4006 (0.4090)  loss_giou_dn_4: 0.3986 (0.4068)  loss_giou_dn_5: 0.3987 (0.4070)  loss_vfl: 0.6386 (0.6445)  loss_vfl_aux_0: 0.7296 (0.7365)  loss_vfl_aux_1: 0.6629 (0.6929)  loss_vfl_aux_2: 0.6589 (0.6691)  loss_vfl_aux_3: 0.6448 (0.6566)  loss_vfl_aux_4: 0.6321 (0.6492)  loss_vfl_aux_5: 0.7307 (0.7287)  loss_vfl_dn_0: 0.4358 (0.4417)  loss_vfl_dn_1: 0.3713 (0.3770)  loss_vfl_dn_2: 0.3548 (0.3613)  loss_vfl_dn_3: 0.3474 (0.3543)  loss_vfl_dn_4: 0.3442 (0.3518)  loss_vfl_dn_5: 0.3430 (0.3510)  time: 0.4797  data: 0.0151  max mem: 5654
Epoch: [68]  [1800/7393]  eta: 0:45:44  lr: 0.000010  loss: 14.8692 (15.1405)  loss_bbox: 0.1444 (0.1461)  loss_bbox_aux_0: 0.1466 (0.1574)  loss_bbox_aux_1: 0.1416 (0.1506)  loss_bbox_aux_2: 0.1448 (0.1484)  loss_bbox_aux_3: 0.1403 (0.1464)  loss_bbox_aux_4: 0.1430 (0.1462)  loss_bbox_aux_5: 0.1623 (0.1907)  loss_bbox_dn_0: 0.2192 (0.2481)  loss_bbox_dn_1: 0.1663 (0.1802)  loss_bbox_dn_2: 0.1422 (0.1605)  loss_bbox_dn_3: 0.1339 (0.1548)  loss_bbox_dn_4: 0.1322 (0.1534)  loss_bbox_dn_5: 0.1322 (0.1534)  loss_giou: 0.4392 (0.4613)  loss_giou_aux_0: 0.4497 (0.4833)  loss_giou_aux_1: 0.4504 (0.4709)  loss_giou_aux_2: 0.4412 (0.4658)  loss_giou_aux_3: 0.4523 (0.4623)  loss_giou_aux_4: 0.4391 (0.4613)  loss_giou_aux_5: 0.4982 (0.5431)  loss_giou_dn_0: 0.5354 (0.5564)  loss_giou_dn_1: 0.4369 (0.4485)  loss_giou_dn_2: 0.4025 (0.4168)  loss_giou_dn_3: 0.3935 (0.4084)  loss_giou_dn_4: 0.3917 (0.4062)  loss_giou_dn_5: 0.3917 (0.4064)  loss_vfl: 0.6256 (0.6442)  loss_vfl_aux_0: 0.7644 (0.7370)  loss_vfl_aux_1: 0.6861 (0.6929)  loss_vfl_aux_2: 0.6685 (0.6690)  loss_vfl_aux_3: 0.6351 (0.6564)  loss_vfl_aux_4: 0.6339 (0.6488)  loss_vfl_aux_5: 0.7678 (0.7290)  loss_vfl_dn_0: 0.4360 (0.4417)  loss_vfl_dn_1: 0.3747 (0.3769)  loss_vfl_dn_2: 0.3579 (0.3611)  loss_vfl_dn_3: 0.3503 (0.3541)  loss_vfl_dn_4: 0.3464 (0.3516)  loss_vfl_dn_5: 0.3463 (0.3509)  time: 0.4781  data: 0.0155  max mem: 5654
Epoch: [68]  [1900/7393]  eta: 0:44:53  lr: 0.000010  loss: 15.0278 (15.1349)  loss_bbox: 0.1220 (0.1462)  loss_bbox_aux_0: 0.1319 (0.1574)  loss_bbox_aux_1: 0.1261 (0.1506)  loss_bbox_aux_2: 0.1259 (0.1484)  loss_bbox_aux_3: 0.1278 (0.1464)  loss_bbox_aux_4: 0.1220 (0.1462)  loss_bbox_aux_5: 0.1686 (0.1906)  loss_bbox_dn_0: 0.2139 (0.2482)  loss_bbox_dn_1: 0.1453 (0.1803)  loss_bbox_dn_2: 0.1308 (0.1605)  loss_bbox_dn_3: 0.1243 (0.1548)  loss_bbox_dn_4: 0.1223 (0.1534)  loss_bbox_dn_5: 0.1223 (0.1534)  loss_giou: 0.4522 (0.4606)  loss_giou_aux_0: 0.4676 (0.4823)  loss_giou_aux_1: 0.4563 (0.4700)  loss_giou_aux_2: 0.4645 (0.4649)  loss_giou_aux_3: 0.4536 (0.4615)  loss_giou_aux_4: 0.4521 (0.4605)  loss_giou_aux_5: 0.5522 (0.5421)  loss_giou_dn_0: 0.5473 (0.5560)  loss_giou_dn_1: 0.4427 (0.4481)  loss_giou_dn_2: 0.4090 (0.4164)  loss_giou_dn_3: 0.3996 (0.4080)  loss_giou_dn_4: 0.3965 (0.4059)  loss_giou_dn_5: 0.3965 (0.4061)  loss_vfl: 0.6475 (0.6442)  loss_vfl_aux_0: 0.7496 (0.7377)  loss_vfl_aux_1: 0.7022 (0.6932)  loss_vfl_aux_2: 0.6606 (0.6691)  loss_vfl_aux_3: 0.6586 (0.6566)  loss_vfl_aux_4: 0.6517 (0.6490)  loss_vfl_aux_5: 0.7354 (0.7299)  loss_vfl_dn_0: 0.4466 (0.4418)  loss_vfl_dn_1: 0.3802 (0.3770)  loss_vfl_dn_2: 0.3666 (0.3612)  loss_vfl_dn_3: 0.3603 (0.3542)  loss_vfl_dn_4: 0.3588 (0.3517)  loss_vfl_dn_5: 0.3570 (0.3510)  time: 0.4771  data: 0.0154  max mem: 5654
Epoch: [68]  [2000/7393]  eta: 0:44:02  lr: 0.000010  loss: 14.5628 (15.1270)  loss_bbox: 0.1403 (0.1461)  loss_bbox_aux_0: 0.1585 (0.1573)  loss_bbox_aux_1: 0.1495 (0.1506)  loss_bbox_aux_2: 0.1463 (0.1484)  loss_bbox_aux_3: 0.1424 (0.1464)  loss_bbox_aux_4: 0.1442 (0.1461)  loss_bbox_aux_5: 0.1945 (0.1907)  loss_bbox_dn_0: 0.2687 (0.2484)  loss_bbox_dn_1: 0.1951 (0.1805)  loss_bbox_dn_2: 0.1726 (0.1605)  loss_bbox_dn_3: 0.1644 (0.1548)  loss_bbox_dn_4: 0.1603 (0.1534)  loss_bbox_dn_5: 0.1603 (0.1534)  loss_giou: 0.4013 (0.4595)  loss_giou_aux_0: 0.4155 (0.4811)  loss_giou_aux_1: 0.4047 (0.4689)  loss_giou_aux_2: 0.4123 (0.4638)  loss_giou_aux_3: 0.4000 (0.4605)  loss_giou_aux_4: 0.3934 (0.4594)  loss_giou_aux_5: 0.4775 (0.5409)  loss_giou_dn_0: 0.5187 (0.5554)  loss_giou_dn_1: 0.4073 (0.4475)  loss_giou_dn_2: 0.3689 (0.4158)  loss_giou_dn_3: 0.3668 (0.4074)  loss_giou_dn_4: 0.3634 (0.4052)  loss_giou_dn_5: 0.3635 (0.4054)  loss_vfl: 0.6596 (0.6444)  loss_vfl_aux_0: 0.7574 (0.7386)  loss_vfl_aux_1: 0.7136 (0.6938)  loss_vfl_aux_2: 0.6780 (0.6693)  loss_vfl_aux_3: 0.6671 (0.6566)  loss_vfl_aux_4: 0.6636 (0.6493)  loss_vfl_aux_5: 0.7706 (0.7309)  loss_vfl_dn_0: 0.4410 (0.4419)  loss_vfl_dn_1: 0.3723 (0.3770)  loss_vfl_dn_2: 0.3577 (0.3611)  loss_vfl_dn_3: 0.3516 (0.3541)  loss_vfl_dn_4: 0.3506 (0.3517)  loss_vfl_dn_5: 0.3499 (0.3509)  time: 0.4797  data: 0.0161  max mem: 5654
Epoch: [68]  [2100/7393]  eta: 0:43:10  lr: 0.000010  loss: 15.3681 (15.1305)  loss_bbox: 0.1374 (0.1457)  loss_bbox_aux_0: 0.1453 (0.1570)  loss_bbox_aux_1: 0.1329 (0.1501)  loss_bbox_aux_2: 0.1344 (0.1480)  loss_bbox_aux_3: 0.1491 (0.1461)  loss_bbox_aux_4: 0.1374 (0.1457)  loss_bbox_aux_5: 0.1788 (0.1903)  loss_bbox_dn_0: 0.2340 (0.2478)  loss_bbox_dn_1: 0.1737 (0.1799)  loss_bbox_dn_2: 0.1559 (0.1601)  loss_bbox_dn_3: 0.1488 (0.1545)  loss_bbox_dn_4: 0.1482 (0.1531)  loss_bbox_dn_5: 0.1482 (0.1531)  loss_giou: 0.4689 (0.4603)  loss_giou_aux_0: 0.4834 (0.4822)  loss_giou_aux_1: 0.4841 (0.4698)  loss_giou_aux_2: 0.4760 (0.4647)  loss_giou_aux_3: 0.4725 (0.4614)  loss_giou_aux_4: 0.4699 (0.4602)  loss_giou_aux_5: 0.5343 (0.5419)  loss_giou_dn_0: 0.5751 (0.5563)  loss_giou_dn_1: 0.4664 (0.4482)  loss_giou_dn_2: 0.4372 (0.4166)  loss_giou_dn_3: 0.4289 (0.4082)  loss_giou_dn_4: 0.4270 (0.4060)  loss_giou_dn_5: 0.4270 (0.4062)  loss_vfl: 0.6543 (0.6442)  loss_vfl_aux_0: 0.7265 (0.7380)  loss_vfl_aux_1: 0.6876 (0.6934)  loss_vfl_aux_2: 0.6805 (0.6690)  loss_vfl_aux_3: 0.6615 (0.6562)  loss_vfl_aux_4: 0.6528 (0.6490)  loss_vfl_aux_5: 0.7131 (0.7304)  loss_vfl_dn_0: 0.4472 (0.4419)  loss_vfl_dn_1: 0.3828 (0.3770)  loss_vfl_dn_2: 0.3730 (0.3612)  loss_vfl_dn_3: 0.3646 (0.3542)  loss_vfl_dn_4: 0.3617 (0.3517)  loss_vfl_dn_5: 0.3627 (0.3510)  time: 0.4675  data: 0.0163  max mem: 5654
Epoch: [68]  [2200/7393]  eta: 0:42:19  lr: 0.000010  loss: 15.5311 (15.1417)  loss_bbox: 0.1386 (0.1459)  loss_bbox_aux_0: 0.1557 (0.1571)  loss_bbox_aux_1: 0.1512 (0.1503)  loss_bbox_aux_2: 0.1419 (0.1482)  loss_bbox_aux_3: 0.1393 (0.1463)  loss_bbox_aux_4: 0.1406 (0.1459)  loss_bbox_aux_5: 0.1873 (0.1905)  loss_bbox_dn_0: 0.2328 (0.2480)  loss_bbox_dn_1: 0.1628 (0.1801)  loss_bbox_dn_2: 0.1474 (0.1603)  loss_bbox_dn_3: 0.1416 (0.1546)  loss_bbox_dn_4: 0.1431 (0.1532)  loss_bbox_dn_5: 0.1431 (0.1533)  loss_giou: 0.4674 (0.4608)  loss_giou_aux_0: 0.4867 (0.4828)  loss_giou_aux_1: 0.4747 (0.4704)  loss_giou_aux_2: 0.4742 (0.4654)  loss_giou_aux_3: 0.4580 (0.4620)  loss_giou_aux_4: 0.4589 (0.4607)  loss_giou_aux_5: 0.5577 (0.5424)  loss_giou_dn_0: 0.5626 (0.5569)  loss_giou_dn_1: 0.4487 (0.4488)  loss_giou_dn_2: 0.4104 (0.4172)  loss_giou_dn_3: 0.4011 (0.4088)  loss_giou_dn_4: 0.3992 (0.4066)  loss_giou_dn_5: 0.3991 (0.4068)  loss_vfl: 0.6132 (0.6443)  loss_vfl_aux_0: 0.7203 (0.7379)  loss_vfl_aux_1: 0.6629 (0.6935)  loss_vfl_aux_2: 0.6358 (0.6689)  loss_vfl_aux_3: 0.6157 (0.6561)  loss_vfl_aux_4: 0.6183 (0.6490)  loss_vfl_aux_5: 0.6937 (0.7306)  loss_vfl_dn_0: 0.4327 (0.4420)  loss_vfl_dn_1: 0.3802 (0.3771)  loss_vfl_dn_2: 0.3639 (0.3613)  loss_vfl_dn_3: 0.3589 (0.3544)  loss_vfl_dn_4: 0.3557 (0.3519)  loss_vfl_dn_5: 0.3553 (0.3511)  time: 0.4621  data: 0.0168  max mem: 5654
Epoch: [68]  [2300/7393]  eta: 0:41:28  lr: 0.000010  loss: 14.8031 (15.1406)  loss_bbox: 0.1396 (0.1458)  loss_bbox_aux_0: 0.1543 (0.1571)  loss_bbox_aux_1: 0.1502 (0.1503)  loss_bbox_aux_2: 0.1428 (0.1481)  loss_bbox_aux_3: 0.1461 (0.1462)  loss_bbox_aux_4: 0.1365 (0.1458)  loss_bbox_aux_5: 0.1975 (0.1906)  loss_bbox_dn_0: 0.2515 (0.2480)  loss_bbox_dn_1: 0.1816 (0.1801)  loss_bbox_dn_2: 0.1597 (0.1602)  loss_bbox_dn_3: 0.1538 (0.1545)  loss_bbox_dn_4: 0.1535 (0.1531)  loss_bbox_dn_5: 0.1535 (0.1532)  loss_giou: 0.4125 (0.4607)  loss_giou_aux_0: 0.4215 (0.4828)  loss_giou_aux_1: 0.4225 (0.4703)  loss_giou_aux_2: 0.4174 (0.4653)  loss_giou_aux_3: 0.4212 (0.4619)  loss_giou_aux_4: 0.4125 (0.4606)  loss_giou_aux_5: 0.4697 (0.5423)  loss_giou_dn_0: 0.5193 (0.5568)  loss_giou_dn_1: 0.4045 (0.4487)  loss_giou_dn_2: 0.3762 (0.4170)  loss_giou_dn_3: 0.3689 (0.4086)  loss_giou_dn_4: 0.3671 (0.4064)  loss_giou_dn_5: 0.3670 (0.4066)  loss_vfl: 0.6359 (0.6443)  loss_vfl_aux_0: 0.7630 (0.7381)  loss_vfl_aux_1: 0.6795 (0.6936)  loss_vfl_aux_2: 0.6724 (0.6691)  loss_vfl_aux_3: 0.6582 (0.6563)  loss_vfl_aux_4: 0.6433 (0.6491)  loss_vfl_aux_5: 0.7564 (0.7310)  loss_vfl_dn_0: 0.4503 (0.4421)  loss_vfl_dn_1: 0.3755 (0.3771)  loss_vfl_dn_2: 0.3590 (0.3614)  loss_vfl_dn_3: 0.3522 (0.3544)  loss_vfl_dn_4: 0.3502 (0.3519)  loss_vfl_dn_5: 0.3496 (0.3511)  time: 0.4961  data: 0.0167  max mem: 5654
Epoch: [68]  [2400/7393]  eta: 0:40:38  lr: 0.000010  loss: 15.0169 (15.1414)  loss_bbox: 0.1415 (0.1457)  loss_bbox_aux_0: 0.1540 (0.1571)  loss_bbox_aux_1: 0.1390 (0.1502)  loss_bbox_aux_2: 0.1419 (0.1480)  loss_bbox_aux_3: 0.1426 (0.1461)  loss_bbox_aux_4: 0.1423 (0.1457)  loss_bbox_aux_5: 0.1826 (0.1903)  loss_bbox_dn_0: 0.2226 (0.2477)  loss_bbox_dn_1: 0.1696 (0.1798)  loss_bbox_dn_2: 0.1497 (0.1600)  loss_bbox_dn_3: 0.1371 (0.1543)  loss_bbox_dn_4: 0.1329 (0.1529)  loss_bbox_dn_5: 0.1330 (0.1529)  loss_giou: 0.4716 (0.4613)  loss_giou_aux_0: 0.4984 (0.4835)  loss_giou_aux_1: 0.4839 (0.4709)  loss_giou_aux_2: 0.4744 (0.4659)  loss_giou_aux_3: 0.4748 (0.4624)  loss_giou_aux_4: 0.4716 (0.4612)  loss_giou_aux_5: 0.5307 (0.5430)  loss_giou_dn_0: 0.5485 (0.5571)  loss_giou_dn_1: 0.4368 (0.4489)  loss_giou_dn_2: 0.3942 (0.4172)  loss_giou_dn_3: 0.3851 (0.4087)  loss_giou_dn_4: 0.3815 (0.4066)  loss_giou_dn_5: 0.3816 (0.4068)  loss_vfl: 0.6132 (0.6439)  loss_vfl_aux_0: 0.7159 (0.7377)  loss_vfl_aux_1: 0.6615 (0.6933)  loss_vfl_aux_2: 0.6514 (0.6688)  loss_vfl_aux_3: 0.6250 (0.6560)  loss_vfl_aux_4: 0.6210 (0.6486)  loss_vfl_aux_5: 0.7159 (0.7307)  loss_vfl_dn_0: 0.4348 (0.4420)  loss_vfl_dn_1: 0.3690 (0.3771)  loss_vfl_dn_2: 0.3517 (0.3614)  loss_vfl_dn_3: 0.3419 (0.3544)  loss_vfl_dn_4: 0.3378 (0.3519)  loss_vfl_dn_5: 0.3382 (0.3511)  time: 0.4880  data: 0.0170  max mem: 5654
Epoch: [68]  [2500/7393]  eta: 0:39:48  lr: 0.000010  loss: 14.6002 (15.1387)  loss_bbox: 0.1252 (0.1455)  loss_bbox_aux_0: 0.1335 (0.1569)  loss_bbox_aux_1: 0.1293 (0.1500)  loss_bbox_aux_2: 0.1270 (0.1477)  loss_bbox_aux_3: 0.1270 (0.1458)  loss_bbox_aux_4: 0.1224 (0.1454)  loss_bbox_aux_5: 0.1667 (0.1901)  loss_bbox_dn_0: 0.2155 (0.2473)  loss_bbox_dn_1: 0.1558 (0.1795)  loss_bbox_dn_2: 0.1414 (0.1597)  loss_bbox_dn_3: 0.1345 (0.1540)  loss_bbox_dn_4: 0.1351 (0.1526)  loss_bbox_dn_5: 0.1352 (0.1526)  loss_giou: 0.4140 (0.4617)  loss_giou_aux_0: 0.4282 (0.4840)  loss_giou_aux_1: 0.4032 (0.4714)  loss_giou_aux_2: 0.4211 (0.4663)  loss_giou_aux_3: 0.4158 (0.4628)  loss_giou_aux_4: 0.4129 (0.4616)  loss_giou_aux_5: 0.4847 (0.5434)  loss_giou_dn_0: 0.5084 (0.5572)  loss_giou_dn_1: 0.4096 (0.4490)  loss_giou_dn_2: 0.3882 (0.4173)  loss_giou_dn_3: 0.3799 (0.4090)  loss_giou_dn_4: 0.3778 (0.4068)  loss_giou_dn_5: 0.3777 (0.4070)  loss_vfl: 0.5882 (0.6436)  loss_vfl_aux_0: 0.6632 (0.7371)  loss_vfl_aux_1: 0.6431 (0.6928)  loss_vfl_aux_2: 0.6091 (0.6683)  loss_vfl_aux_3: 0.5989 (0.6557)  loss_vfl_aux_4: 0.5941 (0.6483)  loss_vfl_aux_5: 0.6875 (0.7302)  loss_vfl_dn_0: 0.4396 (0.4420)  loss_vfl_dn_1: 0.3748 (0.3772)  loss_vfl_dn_2: 0.3585 (0.3614)  loss_vfl_dn_3: 0.3509 (0.3544)  loss_vfl_dn_4: 0.3473 (0.3519)  loss_vfl_dn_5: 0.3463 (0.3512)  time: 0.4843  data: 0.0174  max mem: 5654
Epoch: [68]  [2600/7393]  eta: 0:38:58  lr: 0.000010  loss: 15.2639 (15.1354)  loss_bbox: 0.1516 (0.1458)  loss_bbox_aux_0: 0.1622 (0.1572)  loss_bbox_aux_1: 0.1578 (0.1503)  loss_bbox_aux_2: 0.1494 (0.1480)  loss_bbox_aux_3: 0.1502 (0.1461)  loss_bbox_aux_4: 0.1515 (0.1458)  loss_bbox_aux_5: 0.1968 (0.1905)  loss_bbox_dn_0: 0.2761 (0.2480)  loss_bbox_dn_1: 0.2070 (0.1800)  loss_bbox_dn_2: 0.1821 (0.1601)  loss_bbox_dn_3: 0.1742 (0.1544)  loss_bbox_dn_4: 0.1712 (0.1530)  loss_bbox_dn_5: 0.1712 (0.1530)  loss_giou: 0.4379 (0.4611)  loss_giou_aux_0: 0.4906 (0.4834)  loss_giou_aux_1: 0.4606 (0.4708)  loss_giou_aux_2: 0.4386 (0.4657)  loss_giou_aux_3: 0.4388 (0.4623)  loss_giou_aux_4: 0.4375 (0.4611)  loss_giou_aux_5: 0.5085 (0.5428)  loss_giou_dn_0: 0.5451 (0.5567)  loss_giou_dn_1: 0.4420 (0.4486)  loss_giou_dn_2: 0.4043 (0.4169)  loss_giou_dn_3: 0.3976 (0.4085)  loss_giou_dn_4: 0.3957 (0.4064)  loss_giou_dn_5: 0.3959 (0.4066)  loss_vfl: 0.6439 (0.6436)  loss_vfl_aux_0: 0.7260 (0.7368)  loss_vfl_aux_1: 0.6819 (0.6928)  loss_vfl_aux_2: 0.6714 (0.6682)  loss_vfl_aux_3: 0.6402 (0.6556)  loss_vfl_aux_4: 0.6425 (0.6482)  loss_vfl_aux_5: 0.7458 (0.7303)  loss_vfl_dn_0: 0.4344 (0.4420)  loss_vfl_dn_1: 0.3764 (0.3770)  loss_vfl_dn_2: 0.3591 (0.3612)  loss_vfl_dn_3: 0.3525 (0.3542)  loss_vfl_dn_4: 0.3489 (0.3517)  loss_vfl_dn_5: 0.3485 (0.3510)  time: 0.4809  data: 0.0175  max mem: 5654
Epoch: [68]  [2700/7393]  eta: 0:38:09  lr: 0.000010  loss: 14.9011 (15.1347)  loss_bbox: 0.1394 (0.1460)  loss_bbox_aux_0: 0.1611 (0.1575)  loss_bbox_aux_1: 0.1621 (0.1506)  loss_bbox_aux_2: 0.1571 (0.1482)  loss_bbox_aux_3: 0.1539 (0.1464)  loss_bbox_aux_4: 0.1405 (0.1460)  loss_bbox_aux_5: 0.1990 (0.1908)  loss_bbox_dn_0: 0.2562 (0.2484)  loss_bbox_dn_1: 0.1883 (0.1804)  loss_bbox_dn_2: 0.1568 (0.1603)  loss_bbox_dn_3: 0.1475 (0.1547)  loss_bbox_dn_4: 0.1440 (0.1533)  loss_bbox_dn_5: 0.1440 (0.1533)  loss_giou: 0.3995 (0.4607)  loss_giou_aux_0: 0.4271 (0.4831)  loss_giou_aux_1: 0.4032 (0.4705)  loss_giou_aux_2: 0.3997 (0.4653)  loss_giou_aux_3: 0.4000 (0.4619)  loss_giou_aux_4: 0.3994 (0.4606)  loss_giou_aux_5: 0.4715 (0.5424)  loss_giou_dn_0: 0.5393 (0.5566)  loss_giou_dn_1: 0.4355 (0.4485)  loss_giou_dn_2: 0.3934 (0.4167)  loss_giou_dn_3: 0.3796 (0.4084)  loss_giou_dn_4: 0.3783 (0.4062)  loss_giou_dn_5: 0.3784 (0.4064)  loss_vfl: 0.6145 (0.6435)  loss_vfl_aux_0: 0.6916 (0.7366)  loss_vfl_aux_1: 0.6584 (0.6926)  loss_vfl_aux_2: 0.6378 (0.6682)  loss_vfl_aux_3: 0.6334 (0.6555)  loss_vfl_aux_4: 0.6240 (0.6481)  loss_vfl_aux_5: 0.6924 (0.7301)  loss_vfl_dn_0: 0.4471 (0.4421)  loss_vfl_dn_1: 0.3736 (0.3770)  loss_vfl_dn_2: 0.3591 (0.3612)  loss_vfl_dn_3: 0.3504 (0.3542)  loss_vfl_dn_4: 0.3486 (0.3517)  loss_vfl_dn_5: 0.3478 (0.3509)  time: 0.4759  data: 0.0172  max mem: 5654
Epoch: [68]  [2800/7393]  eta: 0:37:20  lr: 0.000010  loss: 15.2466 (15.1399)  loss_bbox: 0.1353 (0.1461)  loss_bbox_aux_0: 0.1385 (0.1576)  loss_bbox_aux_1: 0.1370 (0.1506)  loss_bbox_aux_2: 0.1369 (0.1483)  loss_bbox_aux_3: 0.1349 (0.1465)  loss_bbox_aux_4: 0.1356 (0.1461)  loss_bbox_aux_5: 0.1751 (0.1909)  loss_bbox_dn_0: 0.2066 (0.2483)  loss_bbox_dn_1: 0.1424 (0.1804)  loss_bbox_dn_2: 0.1234 (0.1603)  loss_bbox_dn_3: 0.1200 (0.1547)  loss_bbox_dn_4: 0.1199 (0.1533)  loss_bbox_dn_5: 0.1199 (0.1533)  loss_giou: 0.4769 (0.4609)  loss_giou_aux_0: 0.5090 (0.4834)  loss_giou_aux_1: 0.4962 (0.4707)  loss_giou_aux_2: 0.4858 (0.4656)  loss_giou_aux_3: 0.4762 (0.4621)  loss_giou_aux_4: 0.4842 (0.4609)  loss_giou_aux_5: 0.5669 (0.5427)  loss_giou_dn_0: 0.5880 (0.5568)  loss_giou_dn_1: 0.4574 (0.4486)  loss_giou_dn_2: 0.4254 (0.4169)  loss_giou_dn_3: 0.4165 (0.4086)  loss_giou_dn_4: 0.4125 (0.4064)  loss_giou_dn_5: 0.4128 (0.4066)  loss_vfl: 0.6280 (0.6438)  loss_vfl_aux_0: 0.6960 (0.7366)  loss_vfl_aux_1: 0.6736 (0.6929)  loss_vfl_aux_2: 0.6336 (0.6684)  loss_vfl_aux_3: 0.6336 (0.6559)  loss_vfl_aux_4: 0.6268 (0.6484)  loss_vfl_aux_5: 0.6926 (0.7300)  loss_vfl_dn_0: 0.4425 (0.4421)  loss_vfl_dn_1: 0.3803 (0.3771)  loss_vfl_dn_2: 0.3692 (0.3612)  loss_vfl_dn_3: 0.3631 (0.3542)  loss_vfl_dn_4: 0.3619 (0.3517)  loss_vfl_dn_5: 0.3623 (0.3510)  time: 0.4849  data: 0.0166  max mem: 5654
Epoch: [68]  [2900/7393]  eta: 0:36:31  lr: 0.000010  loss: 15.0360 (15.1384)  loss_bbox: 0.1477 (0.1461)  loss_bbox_aux_0: 0.1593 (0.1576)  loss_bbox_aux_1: 0.1529 (0.1507)  loss_bbox_aux_2: 0.1527 (0.1483)  loss_bbox_aux_3: 0.1527 (0.1465)  loss_bbox_aux_4: 0.1480 (0.1461)  loss_bbox_aux_5: 0.1822 (0.1910)  loss_bbox_dn_0: 0.2307 (0.2483)  loss_bbox_dn_1: 0.1674 (0.1803)  loss_bbox_dn_2: 0.1452 (0.1603)  loss_bbox_dn_3: 0.1386 (0.1546)  loss_bbox_dn_4: 0.1384 (0.1532)  loss_bbox_dn_5: 0.1384 (0.1532)  loss_giou: 0.4653 (0.4609)  loss_giou_aux_0: 0.4784 (0.4832)  loss_giou_aux_1: 0.4679 (0.4705)  loss_giou_aux_2: 0.4674 (0.4655)  loss_giou_aux_3: 0.4655 (0.4621)  loss_giou_aux_4: 0.4663 (0.4608)  loss_giou_aux_5: 0.5613 (0.5426)  loss_giou_dn_0: 0.5667 (0.5567)  loss_giou_dn_1: 0.4532 (0.4486)  loss_giou_dn_2: 0.4220 (0.4169)  loss_giou_dn_3: 0.4193 (0.4085)  loss_giou_dn_4: 0.4164 (0.4063)  loss_giou_dn_5: 0.4165 (0.4065)  loss_vfl: 0.6186 (0.6438)  loss_vfl_aux_0: 0.7066 (0.7367)  loss_vfl_aux_1: 0.6830 (0.6931)  loss_vfl_aux_2: 0.6439 (0.6683)  loss_vfl_aux_3: 0.6320 (0.6559)  loss_vfl_aux_4: 0.6222 (0.6483)  loss_vfl_aux_5: 0.6948 (0.7300)  loss_vfl_dn_0: 0.4430 (0.4421)  loss_vfl_dn_1: 0.3748 (0.3771)  loss_vfl_dn_2: 0.3604 (0.3612)  loss_vfl_dn_3: 0.3525 (0.3542)  loss_vfl_dn_4: 0.3508 (0.3517)  loss_vfl_dn_5: 0.3498 (0.3510)  time: 0.4864  data: 0.0173  max mem: 5654
Epoch: [68]  [3000/7393]  eta: 0:35:50  lr: 0.000010  loss: 15.0578 (15.1361)  loss_bbox: 0.1533 (0.1461)  loss_bbox_aux_0: 0.1507 (0.1576)  loss_bbox_aux_1: 0.1531 (0.1507)  loss_bbox_aux_2: 0.1400 (0.1483)  loss_bbox_aux_3: 0.1525 (0.1465)  loss_bbox_aux_4: 0.1532 (0.1461)  loss_bbox_aux_5: 0.1877 (0.1911)  loss_bbox_dn_0: 0.2515 (0.2483)  loss_bbox_dn_1: 0.1859 (0.1804)  loss_bbox_dn_2: 0.1659 (0.1603)  loss_bbox_dn_3: 0.1607 (0.1546)  loss_bbox_dn_4: 0.1603 (0.1532)  loss_bbox_dn_5: 0.1603 (0.1532)  loss_giou: 0.4343 (0.4606)  loss_giou_aux_0: 0.4509 (0.4829)  loss_giou_aux_1: 0.4567 (0.4702)  loss_giou_aux_2: 0.4389 (0.4652)  loss_giou_aux_3: 0.4423 (0.4617)  loss_giou_aux_4: 0.4333 (0.4605)  loss_giou_aux_5: 0.4974 (0.5424)  loss_giou_dn_0: 0.5303 (0.5565)  loss_giou_dn_1: 0.4287 (0.4483)  loss_giou_dn_2: 0.3984 (0.4166)  loss_giou_dn_3: 0.3907 (0.4082)  loss_giou_dn_4: 0.3900 (0.4061)  loss_giou_dn_5: 0.3901 (0.4062)  loss_vfl: 0.6263 (0.6439)  loss_vfl_aux_0: 0.7498 (0.7370)  loss_vfl_aux_1: 0.6809 (0.6933)  loss_vfl_aux_2: 0.6593 (0.6684)  loss_vfl_aux_3: 0.6355 (0.6559)  loss_vfl_aux_4: 0.6280 (0.6484)  loss_vfl_aux_5: 0.7275 (0.7300)  loss_vfl_dn_0: 0.4436 (0.4422)  loss_vfl_dn_1: 0.3832 (0.3771)  loss_vfl_dn_2: 0.3638 (0.3612)  loss_vfl_dn_3: 0.3539 (0.3542)  loss_vfl_dn_4: 0.3512 (0.3517)  loss_vfl_dn_5: 0.3517 (0.3510)  time: 0.7848  data: 0.0176  max mem: 5654
Epoch: [68]  [3100/7393]  eta: 0:35:01  lr: 0.000010  loss: 15.2798 (15.1310)  loss_bbox: 0.1407 (0.1460)  loss_bbox_aux_0: 0.1602 (0.1575)  loss_bbox_aux_1: 0.1492 (0.1506)  loss_bbox_aux_2: 0.1455 (0.1483)  loss_bbox_aux_3: 0.1467 (0.1464)  loss_bbox_aux_4: 0.1390 (0.1460)  loss_bbox_aux_5: 0.1873 (0.1910)  loss_bbox_dn_0: 0.2422 (0.2483)  loss_bbox_dn_1: 0.1789 (0.1804)  loss_bbox_dn_2: 0.1598 (0.1602)  loss_bbox_dn_3: 0.1558 (0.1545)  loss_bbox_dn_4: 0.1516 (0.1531)  loss_bbox_dn_5: 0.1517 (0.1532)  loss_giou: 0.4286 (0.4602)  loss_giou_aux_0: 0.4611 (0.4825)  loss_giou_aux_1: 0.4470 (0.4699)  loss_giou_aux_2: 0.4352 (0.4650)  loss_giou_aux_3: 0.4249 (0.4615)  loss_giou_aux_4: 0.4300 (0.4602)  loss_giou_aux_5: 0.5259 (0.5421)  loss_giou_dn_0: 0.5423 (0.5563)  loss_giou_dn_1: 0.4303 (0.4481)  loss_giou_dn_2: 0.3959 (0.4163)  loss_giou_dn_3: 0.3951 (0.4080)  loss_giou_dn_4: 0.3912 (0.4058)  loss_giou_dn_5: 0.3911 (0.4060)  loss_vfl: 0.6636 (0.6438)  loss_vfl_aux_0: 0.7517 (0.7371)  loss_vfl_aux_1: 0.7283 (0.6932)  loss_vfl_aux_2: 0.6729 (0.6682)  loss_vfl_aux_3: 0.6722 (0.6558)  loss_vfl_aux_4: 0.6673 (0.6483)  loss_vfl_aux_5: 0.7324 (0.7300)  loss_vfl_dn_0: 0.4389 (0.4421)  loss_vfl_dn_1: 0.3744 (0.3770)  loss_vfl_dn_2: 0.3600 (0.3612)  loss_vfl_dn_3: 0.3516 (0.3541)  loss_vfl_dn_4: 0.3487 (0.3516)  loss_vfl_dn_5: 0.3467 (0.3509)  time: 0.4822  data: 0.0175  max mem: 5654
Epoch: [68]  [3200/7393]  eta: 0:34:23  lr: 0.000010  loss: 15.1072 (15.1303)  loss_bbox: 0.1484 (0.1461)  loss_bbox_aux_0: 0.1621 (0.1577)  loss_bbox_aux_1: 0.1595 (0.1507)  loss_bbox_aux_2: 0.1516 (0.1484)  loss_bbox_aux_3: 0.1459 (0.1464)  loss_bbox_aux_4: 0.1484 (0.1461)  loss_bbox_aux_5: 0.1897 (0.1913)  loss_bbox_dn_0: 0.2307 (0.2487)  loss_bbox_dn_1: 0.1513 (0.1806)  loss_bbox_dn_2: 0.1366 (0.1605)  loss_bbox_dn_3: 0.1280 (0.1547)  loss_bbox_dn_4: 0.1246 (0.1534)  loss_bbox_dn_5: 0.1246 (0.1534)  loss_giou: 0.4291 (0.4598)  loss_giou_aux_0: 0.4540 (0.4822)  loss_giou_aux_1: 0.4366 (0.4696)  loss_giou_aux_2: 0.4280 (0.4646)  loss_giou_aux_3: 0.4295 (0.4610)  loss_giou_aux_4: 0.4247 (0.4598)  loss_giou_aux_5: 0.5075 (0.5417)  loss_giou_dn_0: 0.5334 (0.5560)  loss_giou_dn_1: 0.4298 (0.4479)  loss_giou_dn_2: 0.3985 (0.4161)  loss_giou_dn_3: 0.3946 (0.4077)  loss_giou_dn_4: 0.3924 (0.4056)  loss_giou_dn_5: 0.3928 (0.4058)  loss_vfl: 0.6685 (0.6441)  loss_vfl_aux_0: 0.7490 (0.7372)  loss_vfl_aux_1: 0.7179 (0.6935)  loss_vfl_aux_2: 0.6932 (0.6686)  loss_vfl_aux_3: 0.6797 (0.6561)  loss_vfl_aux_4: 0.6685 (0.6486)  loss_vfl_aux_5: 0.7550 (0.7302)  loss_vfl_dn_0: 0.4440 (0.4421)  loss_vfl_dn_1: 0.3762 (0.3770)  loss_vfl_dn_2: 0.3625 (0.3611)  loss_vfl_dn_3: 0.3563 (0.3541)  loss_vfl_dn_4: 0.3552 (0.3516)  loss_vfl_dn_5: 0.3540 (0.3509)  time: 0.5238  data: 0.0172  max mem: 5654
Epoch: [68]  [3300/7393]  eta: 0:33:41  lr: 0.000010  loss: 15.3613 (15.1335)  loss_bbox: 0.1360 (0.1459)  loss_bbox_aux_0: 0.1445 (0.1576)  loss_bbox_aux_1: 0.1391 (0.1506)  loss_bbox_aux_2: 0.1373 (0.1482)  loss_bbox_aux_3: 0.1283 (0.1463)  loss_bbox_aux_4: 0.1329 (0.1459)  loss_bbox_aux_5: 0.1844 (0.1912)  loss_bbox_dn_0: 0.2354 (0.2485)  loss_bbox_dn_1: 0.1563 (0.1805)  loss_bbox_dn_2: 0.1352 (0.1604)  loss_bbox_dn_3: 0.1258 (0.1547)  loss_bbox_dn_4: 0.1269 (0.1533)  loss_bbox_dn_5: 0.1270 (0.1533)  loss_giou: 0.4694 (0.4601)  loss_giou_aux_0: 0.4999 (0.4825)  loss_giou_aux_1: 0.4773 (0.4698)  loss_giou_aux_2: 0.4809 (0.4649)  loss_giou_aux_3: 0.4702 (0.4613)  loss_giou_aux_4: 0.4699 (0.4601)  loss_giou_aux_5: 0.5676 (0.5422)  loss_giou_dn_0: 0.5525 (0.5562)  loss_giou_dn_1: 0.4425 (0.4482)  loss_giou_dn_2: 0.4154 (0.4163)  loss_giou_dn_3: 0.4096 (0.4080)  loss_giou_dn_4: 0.4069 (0.4059)  loss_giou_dn_5: 0.4092 (0.4061)  loss_vfl: 0.6341 (0.6442)  loss_vfl_aux_0: 0.7172 (0.7372)  loss_vfl_aux_1: 0.7159 (0.6939)  loss_vfl_aux_2: 0.6380 (0.6686)  loss_vfl_aux_3: 0.6475 (0.6562)  loss_vfl_aux_4: 0.6471 (0.6486)  loss_vfl_aux_5: 0.6924 (0.7301)  loss_vfl_dn_0: 0.4426 (0.4421)  loss_vfl_dn_1: 0.3822 (0.3770)  loss_vfl_dn_2: 0.3633 (0.3611)  loss_vfl_dn_3: 0.3533 (0.3540)  loss_vfl_dn_4: 0.3520 (0.3516)  loss_vfl_dn_5: 0.3519 (0.3509)  time: 0.4842  data: 0.0175  max mem: 5654
Epoch: [68]  [3400/7393]  eta: 0:32:50  lr: 0.000010  loss: 15.6176 (15.1300)  loss_bbox: 0.1546 (0.1461)  loss_bbox_aux_0: 0.1657 (0.1577)  loss_bbox_aux_1: 0.1548 (0.1508)  loss_bbox_aux_2: 0.1462 (0.1484)  loss_bbox_aux_3: 0.1511 (0.1464)  loss_bbox_aux_4: 0.1546 (0.1461)  loss_bbox_aux_5: 0.1893 (0.1913)  loss_bbox_dn_0: 0.2382 (0.2488)  loss_bbox_dn_1: 0.1725 (0.1807)  loss_bbox_dn_2: 0.1641 (0.1606)  loss_bbox_dn_3: 0.1581 (0.1549)  loss_bbox_dn_4: 0.1579 (0.1535)  loss_bbox_dn_5: 0.1580 (0.1535)  loss_giou: 0.4231 (0.4597)  loss_giou_aux_0: 0.4587 (0.4820)  loss_giou_aux_1: 0.4196 (0.4694)  loss_giou_aux_2: 0.4078 (0.4644)  loss_giou_aux_3: 0.4228 (0.4609)  loss_giou_aux_4: 0.4213 (0.4596)  loss_giou_aux_5: 0.4932 (0.5416)  loss_giou_dn_0: 0.5390 (0.5558)  loss_giou_dn_1: 0.4336 (0.4478)  loss_giou_dn_2: 0.4039 (0.4160)  loss_giou_dn_3: 0.3902 (0.4076)  loss_giou_dn_4: 0.3880 (0.4055)  loss_giou_dn_5: 0.3880 (0.4057)  loss_vfl: 0.6361 (0.6442)  loss_vfl_aux_0: 0.7611 (0.7371)  loss_vfl_aux_1: 0.7056 (0.6938)  loss_vfl_aux_2: 0.6712 (0.6686)  loss_vfl_aux_3: 0.6495 (0.6563)  loss_vfl_aux_4: 0.6461 (0.6486)  loss_vfl_aux_5: 0.7490 (0.7302)  loss_vfl_dn_0: 0.4409 (0.4421)  loss_vfl_dn_1: 0.3757 (0.3770)  loss_vfl_dn_2: 0.3588 (0.3610)  loss_vfl_dn_3: 0.3525 (0.3540)  loss_vfl_dn_4: 0.3510 (0.3515)  loss_vfl_dn_5: 0.3511 (0.3508)  time: 0.4690  data: 0.0177  max mem: 5654
Epoch: [68]  [3500/7393]  eta: 0:31:59  lr: 0.000010  loss: 15.1920 (15.1357)  loss_bbox: 0.1377 (0.1459)  loss_bbox_aux_0: 0.1469 (0.1576)  loss_bbox_aux_1: 0.1531 (0.1506)  loss_bbox_aux_2: 0.1490 (0.1482)  loss_bbox_aux_3: 0.1514 (0.1463)  loss_bbox_aux_4: 0.1478 (0.1460)  loss_bbox_aux_5: 0.1793 (0.1911)  loss_bbox_dn_0: 0.2201 (0.2485)  loss_bbox_dn_1: 0.1709 (0.1805)  loss_bbox_dn_2: 0.1565 (0.1604)  loss_bbox_dn_3: 0.1529 (0.1547)  loss_bbox_dn_4: 0.1531 (0.1533)  loss_bbox_dn_5: 0.1531 (0.1533)  loss_giou: 0.4618 (0.4604)  loss_giou_aux_0: 0.4981 (0.4827)  loss_giou_aux_1: 0.4897 (0.4701)  loss_giou_aux_2: 0.4851 (0.4652)  loss_giou_aux_3: 0.4699 (0.4616)  loss_giou_aux_4: 0.4658 (0.4604)  loss_giou_aux_5: 0.5467 (0.5423)  loss_giou_dn_0: 0.5727 (0.5563)  loss_giou_dn_1: 0.4576 (0.4482)  loss_giou_dn_2: 0.4388 (0.4164)  loss_giou_dn_3: 0.4300 (0.4081)  loss_giou_dn_4: 0.4287 (0.4059)  loss_giou_dn_5: 0.4287 (0.4061)  loss_vfl: 0.6396 (0.6442)  loss_vfl_aux_0: 0.7318 (0.7370)  loss_vfl_aux_1: 0.6922 (0.6937)  loss_vfl_aux_2: 0.6707 (0.6686)  loss_vfl_aux_3: 0.6507 (0.6562)  loss_vfl_aux_4: 0.6427 (0.6486)  loss_vfl_aux_5: 0.7153 (0.7301)  loss_vfl_dn_0: 0.4411 (0.4422)  loss_vfl_dn_1: 0.3814 (0.3771)  loss_vfl_dn_2: 0.3642 (0.3612)  loss_vfl_dn_3: 0.3569 (0.3542)  loss_vfl_dn_4: 0.3567 (0.3517)  loss_vfl_dn_5: 0.3552 (0.3510)  time: 0.4792  data: 0.0170  max mem: 5654
Epoch: [68]  [3600/7393]  eta: 0:31:17  lr: 0.000010  loss: 15.1633 (15.1335)  loss_bbox: 0.1399 (0.1458)  loss_bbox_aux_0: 0.1500 (0.1575)  loss_bbox_aux_1: 0.1464 (0.1505)  loss_bbox_aux_2: 0.1310 (0.1482)  loss_bbox_aux_3: 0.1369 (0.1462)  loss_bbox_aux_4: 0.1385 (0.1459)  loss_bbox_aux_5: 0.1845 (0.1910)  loss_bbox_dn_0: 0.2305 (0.2482)  loss_bbox_dn_1: 0.1653 (0.1803)  loss_bbox_dn_2: 0.1484 (0.1602)  loss_bbox_dn_3: 0.1453 (0.1546)  loss_bbox_dn_4: 0.1461 (0.1532)  loss_bbox_dn_5: 0.1461 (0.1532)  loss_giou: 0.4197 (0.4602)  loss_giou_aux_0: 0.4528 (0.4826)  loss_giou_aux_1: 0.4182 (0.4700)  loss_giou_aux_2: 0.4250 (0.4651)  loss_giou_aux_3: 0.4255 (0.4615)  loss_giou_aux_4: 0.4247 (0.4602)  loss_giou_aux_5: 0.5136 (0.5422)  loss_giou_dn_0: 0.5121 (0.5560)  loss_giou_dn_1: 0.4089 (0.4479)  loss_giou_dn_2: 0.3862 (0.4161)  loss_giou_dn_3: 0.3838 (0.4078)  loss_giou_dn_4: 0.3808 (0.4057)  loss_giou_dn_5: 0.3809 (0.4059)  loss_vfl: 0.6270 (0.6445)  loss_vfl_aux_0: 0.7437 (0.7372)  loss_vfl_aux_1: 0.6943 (0.6940)  loss_vfl_aux_2: 0.6649 (0.6687)  loss_vfl_aux_3: 0.6579 (0.6565)  loss_vfl_aux_4: 0.6375 (0.6489)  loss_vfl_aux_5: 0.7165 (0.7303)  loss_vfl_dn_0: 0.4360 (0.4422)  loss_vfl_dn_1: 0.3698 (0.3771)  loss_vfl_dn_2: 0.3576 (0.3612)  loss_vfl_dn_3: 0.3506 (0.3542)  loss_vfl_dn_4: 0.3472 (0.3517)  loss_vfl_dn_5: 0.3483 (0.3510)  time: 0.4687  data: 0.0177  max mem: 5654
Epoch: [68]  [3700/7393]  eta: 0:30:26  lr: 0.000010  loss: 14.5677 (15.1304)  loss_bbox: 0.1542 (0.1460)  loss_bbox_aux_0: 0.1656 (0.1577)  loss_bbox_aux_1: 0.1588 (0.1508)  loss_bbox_aux_2: 0.1543 (0.1484)  loss_bbox_aux_3: 0.1627 (0.1464)  loss_bbox_aux_4: 0.1607 (0.1461)  loss_bbox_aux_5: 0.2005 (0.1913)  loss_bbox_dn_0: 0.2540 (0.2485)  loss_bbox_dn_1: 0.1864 (0.1806)  loss_bbox_dn_2: 0.1626 (0.1605)  loss_bbox_dn_3: 0.1570 (0.1548)  loss_bbox_dn_4: 0.1565 (0.1534)  loss_bbox_dn_5: 0.1565 (0.1534)  loss_giou: 0.4070 (0.4596)  loss_giou_aux_0: 0.4255 (0.4820)  loss_giou_aux_1: 0.4166 (0.4694)  loss_giou_aux_2: 0.4130 (0.4645)  loss_giou_aux_3: 0.4099 (0.4609)  loss_giou_aux_4: 0.3997 (0.4596)  loss_giou_aux_5: 0.4930 (0.5416)  loss_giou_dn_0: 0.5114 (0.5555)  loss_giou_dn_1: 0.4039 (0.4475)  loss_giou_dn_2: 0.3718 (0.4157)  loss_giou_dn_3: 0.3647 (0.4074)  loss_giou_dn_4: 0.3614 (0.4053)  loss_giou_dn_5: 0.3615 (0.4055)  loss_vfl: 0.6501 (0.6447)  loss_vfl_aux_0: 0.7418 (0.7374)  loss_vfl_aux_1: 0.7129 (0.6941)  loss_vfl_aux_2: 0.6643 (0.6689)  loss_vfl_aux_3: 0.6559 (0.6567)  loss_vfl_aux_4: 0.6534 (0.6490)  loss_vfl_aux_5: 0.7480 (0.7305)  loss_vfl_dn_0: 0.4342 (0.4421)  loss_vfl_dn_1: 0.3701 (0.3770)  loss_vfl_dn_2: 0.3515 (0.3611)  loss_vfl_dn_3: 0.3431 (0.3540)  loss_vfl_dn_4: 0.3409 (0.3516)  loss_vfl_dn_5: 0.3410 (0.3509)  time: 0.4860  data: 0.0177  max mem: 5654
Epoch: [68]  [3800/7393]  eta: 0:29:36  lr: 0.000010  loss: 15.3063 (15.1284)  loss_bbox: 0.1577 (0.1460)  loss_bbox_aux_0: 0.1682 (0.1577)  loss_bbox_aux_1: 0.1688 (0.1507)  loss_bbox_aux_2: 0.1664 (0.1483)  loss_bbox_aux_3: 0.1602 (0.1463)  loss_bbox_aux_4: 0.1623 (0.1460)  loss_bbox_aux_5: 0.2091 (0.1912)  loss_bbox_dn_0: 0.2512 (0.2484)  loss_bbox_dn_1: 0.1966 (0.1805)  loss_bbox_dn_2: 0.1730 (0.1604)  loss_bbox_dn_3: 0.1652 (0.1547)  loss_bbox_dn_4: 0.1660 (0.1534)  loss_bbox_dn_5: 0.1660 (0.1534)  loss_giou: 0.4157 (0.4595)  loss_giou_aux_0: 0.4501 (0.4820)  loss_giou_aux_1: 0.4250 (0.4694)  loss_giou_aux_2: 0.4207 (0.4644)  loss_giou_aux_3: 0.4178 (0.4608)  loss_giou_aux_4: 0.4151 (0.4595)  loss_giou_aux_5: 0.5015 (0.5416)  loss_giou_dn_0: 0.5314 (0.5554)  loss_giou_dn_1: 0.4161 (0.4475)  loss_giou_dn_2: 0.3784 (0.4157)  loss_giou_dn_3: 0.3754 (0.4073)  loss_giou_dn_4: 0.3754 (0.4052)  loss_giou_dn_5: 0.3755 (0.4054)  loss_vfl: 0.6487 (0.6446)  loss_vfl_aux_0: 0.7427 (0.7372)  loss_vfl_aux_1: 0.6951 (0.6940)  loss_vfl_aux_2: 0.6830 (0.6689)  loss_vfl_aux_3: 0.6597 (0.6566)  loss_vfl_aux_4: 0.6456 (0.6490)  loss_vfl_aux_5: 0.7287 (0.7304)  loss_vfl_dn_0: 0.4590 (0.4421)  loss_vfl_dn_1: 0.3764 (0.3770)  loss_vfl_dn_2: 0.3601 (0.3611)  loss_vfl_dn_3: 0.3511 (0.3540)  loss_vfl_dn_4: 0.3497 (0.3516)  loss_vfl_dn_5: 0.3493 (0.3509)  time: 0.4881  data: 0.0175  max mem: 5654
Epoch: [68]  [3900/7393]  eta: 0:28:45  lr: 0.000010  loss: 15.4864 (15.1298)  loss_bbox: 0.1525 (0.1460)  loss_bbox_aux_0: 0.1454 (0.1577)  loss_bbox_aux_1: 0.1496 (0.1508)  loss_bbox_aux_2: 0.1583 (0.1483)  loss_bbox_aux_3: 0.1520 (0.1463)  loss_bbox_aux_4: 0.1525 (0.1460)  loss_bbox_aux_5: 0.1836 (0.1912)  loss_bbox_dn_0: 0.2525 (0.2485)  loss_bbox_dn_1: 0.1861 (0.1805)  loss_bbox_dn_2: 0.1612 (0.1604)  loss_bbox_dn_3: 0.1564 (0.1547)  loss_bbox_dn_4: 0.1559 (0.1534)  loss_bbox_dn_5: 0.1559 (0.1534)  loss_giou: 0.4768 (0.4596)  loss_giou_aux_0: 0.5031 (0.4820)  loss_giou_aux_1: 0.4909 (0.4694)  loss_giou_aux_2: 0.4814 (0.4644)  loss_giou_aux_3: 0.4753 (0.4609)  loss_giou_aux_4: 0.4760 (0.4596)  loss_giou_aux_5: 0.5544 (0.5416)  loss_giou_dn_0: 0.6004 (0.5556)  loss_giou_dn_1: 0.4721 (0.4475)  loss_giou_dn_2: 0.4297 (0.4157)  loss_giou_dn_3: 0.4212 (0.4074)  loss_giou_dn_4: 0.4188 (0.4053)  loss_giou_dn_5: 0.4189 (0.4055)  loss_vfl: 0.6421 (0.6448)  loss_vfl_aux_0: 0.7141 (0.7372)  loss_vfl_aux_1: 0.6853 (0.6941)  loss_vfl_aux_2: 0.6876 (0.6692)  loss_vfl_aux_3: 0.6707 (0.6568)  loss_vfl_aux_4: 0.6503 (0.6491)  loss_vfl_aux_5: 0.7230 (0.7303)  loss_vfl_dn_0: 0.4494 (0.4421)  loss_vfl_dn_1: 0.3873 (0.3770)  loss_vfl_dn_2: 0.3718 (0.3611)  loss_vfl_dn_3: 0.3627 (0.3540)  loss_vfl_dn_4: 0.3568 (0.3516)  loss_vfl_dn_5: 0.3571 (0.3509)  time: 0.4860  data: 0.0176  max mem: 5654
Epoch: [68]  [4000/7393]  eta: 0:27:55  lr: 0.000010  loss: 14.7047 (15.1314)  loss_bbox: 0.1458 (0.1459)  loss_bbox_aux_0: 0.1555 (0.1577)  loss_bbox_aux_1: 0.1503 (0.1508)  loss_bbox_aux_2: 0.1454 (0.1483)  loss_bbox_aux_3: 0.1414 (0.1463)  loss_bbox_aux_4: 0.1435 (0.1460)  loss_bbox_aux_5: 0.1903 (0.1914)  loss_bbox_dn_0: 0.2435 (0.2486)  loss_bbox_dn_1: 0.1812 (0.1806)  loss_bbox_dn_2: 0.1588 (0.1605)  loss_bbox_dn_3: 0.1512 (0.1548)  loss_bbox_dn_4: 0.1520 (0.1535)  loss_bbox_dn_5: 0.1520 (0.1535)  loss_giou: 0.4004 (0.4594)  loss_giou_aux_0: 0.4276 (0.4820)  loss_giou_aux_1: 0.4123 (0.4693)  loss_giou_aux_2: 0.4089 (0.4642)  loss_giou_aux_3: 0.3828 (0.4607)  loss_giou_aux_4: 0.4058 (0.4594)  loss_giou_aux_5: 0.5016 (0.5416)  loss_giou_dn_0: 0.5239 (0.5556)  loss_giou_dn_1: 0.4247 (0.4475)  loss_giou_dn_2: 0.4022 (0.4158)  loss_giou_dn_3: 0.3984 (0.4074)  loss_giou_dn_4: 0.3960 (0.4053)  loss_giou_dn_5: 0.3960 (0.4055)  loss_vfl: 0.6433 (0.6451)  loss_vfl_aux_0: 0.7244 (0.7374)  loss_vfl_aux_1: 0.6786 (0.6943)  loss_vfl_aux_2: 0.6499 (0.6693)  loss_vfl_aux_3: 0.6586 (0.6570)  loss_vfl_aux_4: 0.6440 (0.6494)  loss_vfl_aux_5: 0.7342 (0.7306)  loss_vfl_dn_0: 0.4436 (0.4421)  loss_vfl_dn_1: 0.3728 (0.3770)  loss_vfl_dn_2: 0.3560 (0.3611)  loss_vfl_dn_3: 0.3515 (0.3540)  loss_vfl_dn_4: 0.3500 (0.3516)  loss_vfl_dn_5: 0.3487 (0.3509)  time: 0.4966  data: 0.0176  max mem: 5654
Epoch: [68]  [4100/7393]  eta: 0:27:05  lr: 0.000010  loss: 15.1620 (15.1267)  loss_bbox: 0.1345 (0.1459)  loss_bbox_aux_0: 0.1451 (0.1578)  loss_bbox_aux_1: 0.1356 (0.1508)  loss_bbox_aux_2: 0.1316 (0.1483)  loss_bbox_aux_3: 0.1348 (0.1463)  loss_bbox_aux_4: 0.1303 (0.1460)  loss_bbox_aux_5: 0.1867 (0.1915)  loss_bbox_dn_0: 0.2526 (0.2489)  loss_bbox_dn_1: 0.1822 (0.1809)  loss_bbox_dn_2: 0.1602 (0.1607)  loss_bbox_dn_3: 0.1565 (0.1550)  loss_bbox_dn_4: 0.1560 (0.1537)  loss_bbox_dn_5: 0.1560 (0.1537)  loss_giou: 0.4654 (0.4589)  loss_giou_aux_0: 0.4823 (0.4814)  loss_giou_aux_1: 0.4866 (0.4687)  loss_giou_aux_2: 0.4722 (0.4637)  loss_giou_aux_3: 0.4696 (0.4602)  loss_giou_aux_4: 0.4681 (0.4588)  loss_giou_aux_5: 0.5568 (0.5411)  loss_giou_dn_0: 0.5371 (0.5552)  loss_giou_dn_1: 0.4488 (0.4471)  loss_giou_dn_2: 0.4112 (0.4154)  loss_giou_dn_3: 0.4019 (0.4070)  loss_giou_dn_4: 0.4029 (0.4049)  loss_giou_dn_5: 0.4035 (0.4051)  loss_vfl: 0.6124 (0.6452)  loss_vfl_aux_0: 0.7026 (0.7375)  loss_vfl_aux_1: 0.6394 (0.6944)  loss_vfl_aux_2: 0.6018 (0.6694)  loss_vfl_aux_3: 0.6092 (0.6571)  loss_vfl_aux_4: 0.6025 (0.6495)  loss_vfl_aux_5: 0.7257 (0.7307)  loss_vfl_dn_0: 0.4389 (0.4421)  loss_vfl_dn_1: 0.3743 (0.3769)  loss_vfl_dn_2: 0.3553 (0.3610)  loss_vfl_dn_3: 0.3489 (0.3540)  loss_vfl_dn_4: 0.3464 (0.3515)  loss_vfl_dn_5: 0.3451 (0.3508)  time: 0.4778  data: 0.0178  max mem: 5654
Epoch: [68]  [4200/7393]  eta: 0:26:14  lr: 0.000010  loss: 15.2109 (15.1275)  loss_bbox: 0.1356 (0.1460)  loss_bbox_aux_0: 0.1471 (0.1578)  loss_bbox_aux_1: 0.1386 (0.1509)  loss_bbox_aux_2: 0.1323 (0.1483)  loss_bbox_aux_3: 0.1343 (0.1464)  loss_bbox_aux_4: 0.1354 (0.1460)  loss_bbox_aux_5: 0.1768 (0.1915)  loss_bbox_dn_0: 0.2057 (0.2489)  loss_bbox_dn_1: 0.1478 (0.1808)  loss_bbox_dn_2: 0.1361 (0.1607)  loss_bbox_dn_3: 0.1282 (0.1550)  loss_bbox_dn_4: 0.1265 (0.1536)  loss_bbox_dn_5: 0.1265 (0.1536)  loss_giou: 0.4746 (0.4590)  loss_giou_aux_0: 0.4781 (0.4814)  loss_giou_aux_1: 0.4740 (0.4688)  loss_giou_aux_2: 0.4619 (0.4638)  loss_giou_aux_3: 0.4560 (0.4603)  loss_giou_aux_4: 0.4747 (0.4590)  loss_giou_aux_5: 0.5616 (0.5411)  loss_giou_dn_0: 0.5758 (0.5552)  loss_giou_dn_1: 0.4717 (0.4472)  loss_giou_dn_2: 0.4353 (0.4154)  loss_giou_dn_3: 0.4223 (0.4071)  loss_giou_dn_4: 0.4201 (0.4049)  loss_giou_dn_5: 0.4202 (0.4051)  loss_vfl: 0.6193 (0.6452)  loss_vfl_aux_0: 0.7183 (0.7374)  loss_vfl_aux_1: 0.6573 (0.6942)  loss_vfl_aux_2: 0.6551 (0.6694)  loss_vfl_aux_3: 0.6226 (0.6570)  loss_vfl_aux_4: 0.6235 (0.6495)  loss_vfl_aux_5: 0.6882 (0.7307)  loss_vfl_dn_0: 0.4467 (0.4421)  loss_vfl_dn_1: 0.3844 (0.3769)  loss_vfl_dn_2: 0.3634 (0.3610)  loss_vfl_dn_3: 0.3621 (0.3539)  loss_vfl_dn_4: 0.3606 (0.3515)  loss_vfl_dn_5: 0.3606 (0.3508)  time: 0.4718  data: 0.0175  max mem: 5654
Epoch: [68]  [4300/7393]  eta: 0:25:24  lr: 0.000010  loss: 15.2400 (15.1252)  loss_bbox: 0.1344 (0.1458)  loss_bbox_aux_0: 0.1449 (0.1577)  loss_bbox_aux_1: 0.1413 (0.1508)  loss_bbox_aux_2: 0.1249 (0.1482)  loss_bbox_aux_3: 0.1399 (0.1462)  loss_bbox_aux_4: 0.1346 (0.1458)  loss_bbox_aux_5: 0.1708 (0.1914)  loss_bbox_dn_0: 0.2162 (0.2487)  loss_bbox_dn_1: 0.1477 (0.1807)  loss_bbox_dn_2: 0.1342 (0.1606)  loss_bbox_dn_3: 0.1337 (0.1549)  loss_bbox_dn_4: 0.1325 (0.1535)  loss_bbox_dn_5: 0.1325 (0.1535)  loss_giou: 0.4423 (0.4591)  loss_giou_aux_0: 0.4727 (0.4815)  loss_giou_aux_1: 0.4483 (0.4689)  loss_giou_aux_2: 0.4475 (0.4639)  loss_giou_aux_3: 0.4382 (0.4604)  loss_giou_aux_4: 0.4392 (0.4590)  loss_giou_aux_5: 0.5167 (0.5412)  loss_giou_dn_0: 0.5513 (0.5551)  loss_giou_dn_1: 0.4484 (0.4472)  loss_giou_dn_2: 0.4140 (0.4154)  loss_giou_dn_3: 0.4111 (0.4071)  loss_giou_dn_4: 0.4085 (0.4050)  loss_giou_dn_5: 0.4086 (0.4052)  loss_vfl: 0.6451 (0.6451)  loss_vfl_aux_0: 0.7275 (0.7374)  loss_vfl_aux_1: 0.6708 (0.6941)  loss_vfl_aux_2: 0.6452 (0.6693)  loss_vfl_aux_3: 0.6585 (0.6569)  loss_vfl_aux_4: 0.6591 (0.6495)  loss_vfl_aux_5: 0.7196 (0.7305)  loss_vfl_dn_0: 0.4400 (0.4421)  loss_vfl_dn_1: 0.3779 (0.3769)  loss_vfl_dn_2: 0.3630 (0.3609)  loss_vfl_dn_3: 0.3568 (0.3539)  loss_vfl_dn_4: 0.3529 (0.3514)  loss_vfl_dn_5: 0.3516 (0.3508)  time: 0.4726  data: 0.0176  max mem: 5654
Epoch: [68]  [4400/7393]  eta: 0:24:34  lr: 0.000010  loss: 15.1180 (15.1224)  loss_bbox: 0.1419 (0.1457)  loss_bbox_aux_0: 0.1550 (0.1576)  loss_bbox_aux_1: 0.1435 (0.1506)  loss_bbox_aux_2: 0.1421 (0.1481)  loss_bbox_aux_3: 0.1383 (0.1462)  loss_bbox_aux_4: 0.1419 (0.1457)  loss_bbox_aux_5: 0.1846 (0.1913)  loss_bbox_dn_0: 0.2430 (0.2487)  loss_bbox_dn_1: 0.1637 (0.1807)  loss_bbox_dn_2: 0.1465 (0.1606)  loss_bbox_dn_3: 0.1402 (0.1549)  loss_bbox_dn_4: 0.1400 (0.1536)  loss_bbox_dn_5: 0.1400 (0.1536)  loss_giou: 0.4310 (0.4588)  loss_giou_aux_0: 0.4547 (0.4813)  loss_giou_aux_1: 0.4257 (0.4687)  loss_giou_aux_2: 0.4358 (0.4637)  loss_giou_aux_3: 0.4331 (0.4602)  loss_giou_aux_4: 0.4311 (0.4588)  loss_giou_aux_5: 0.5177 (0.5411)  loss_giou_dn_0: 0.5586 (0.5550)  loss_giou_dn_1: 0.4493 (0.4470)  loss_giou_dn_2: 0.4210 (0.4153)  loss_giou_dn_3: 0.4172 (0.4069)  loss_giou_dn_4: 0.4137 (0.4048)  loss_giou_dn_5: 0.4135 (0.4050)  loss_vfl: 0.6488 (0.6452)  loss_vfl_aux_0: 0.7335 (0.7373)  loss_vfl_aux_1: 0.6859 (0.6941)  loss_vfl_aux_2: 0.6601 (0.6691)  loss_vfl_aux_3: 0.6592 (0.6568)  loss_vfl_aux_4: 0.6549 (0.6495)  loss_vfl_aux_5: 0.7427 (0.7305)  loss_vfl_dn_0: 0.4372 (0.4421)  loss_vfl_dn_1: 0.3803 (0.3768)  loss_vfl_dn_2: 0.3657 (0.3609)  loss_vfl_dn_3: 0.3568 (0.3539)  loss_vfl_dn_4: 0.3546 (0.3514)  loss_vfl_dn_5: 0.3553 (0.3508)  time: 0.4769  data: 0.0171  max mem: 5654
Epoch: [68]  [4500/7393]  eta: 0:23:43  lr: 0.000010  loss: 14.6609 (15.1222)  loss_bbox: 0.1350 (0.1458)  loss_bbox_aux_0: 0.1478 (0.1576)  loss_bbox_aux_1: 0.1427 (0.1507)  loss_bbox_aux_2: 0.1392 (0.1482)  loss_bbox_aux_3: 0.1358 (0.1462)  loss_bbox_aux_4: 0.1350 (0.1457)  loss_bbox_aux_5: 0.1720 (0.1913)  loss_bbox_dn_0: 0.2254 (0.2487)  loss_bbox_dn_1: 0.1624 (0.1807)  loss_bbox_dn_2: 0.1440 (0.1607)  loss_bbox_dn_3: 0.1421 (0.1550)  loss_bbox_dn_4: 0.1422 (0.1536)  loss_bbox_dn_5: 0.1422 (0.1536)  loss_giou: 0.4337 (0.4589)  loss_giou_aux_0: 0.4639 (0.4813)  loss_giou_aux_1: 0.4437 (0.4687)  loss_giou_aux_2: 0.4245 (0.4638)  loss_giou_aux_3: 0.4320 (0.4602)  loss_giou_aux_4: 0.4310 (0.4588)  loss_giou_aux_5: 0.5234 (0.5410)  loss_giou_dn_0: 0.5346 (0.5550)  loss_giou_dn_1: 0.4279 (0.4470)  loss_giou_dn_2: 0.4006 (0.4153)  loss_giou_dn_3: 0.3924 (0.4070)  loss_giou_dn_4: 0.3905 (0.4049)  loss_giou_dn_5: 0.3904 (0.4051)  loss_vfl: 0.6396 (0.6451)  loss_vfl_aux_0: 0.7077 (0.7371)  loss_vfl_aux_1: 0.6670 (0.6938)  loss_vfl_aux_2: 0.6702 (0.6690)  loss_vfl_aux_3: 0.6746 (0.6568)  loss_vfl_aux_4: 0.6595 (0.6494)  loss_vfl_aux_5: 0.7140 (0.7305)  loss_vfl_dn_0: 0.4344 (0.4420)  loss_vfl_dn_1: 0.3668 (0.3768)  loss_vfl_dn_2: 0.3509 (0.3609)  loss_vfl_dn_3: 0.3463 (0.3538)  loss_vfl_dn_4: 0.3437 (0.3514)  loss_vfl_dn_5: 0.3424 (0.3507)  time: 0.4724  data: 0.0177  max mem: 5654
Epoch: [68]  [4600/7393]  eta: 0:22:53  lr: 0.000010  loss: 15.1237 (15.1249)  loss_bbox: 0.1510 (0.1458)  loss_bbox_aux_0: 0.1576 (0.1576)  loss_bbox_aux_1: 0.1574 (0.1507)  loss_bbox_aux_2: 0.1541 (0.1482)  loss_bbox_aux_3: 0.1494 (0.1462)  loss_bbox_aux_4: 0.1511 (0.1458)  loss_bbox_aux_5: 0.1729 (0.1912)  loss_bbox_dn_0: 0.2318 (0.2486)  loss_bbox_dn_1: 0.1581 (0.1807)  loss_bbox_dn_2: 0.1467 (0.1606)  loss_bbox_dn_3: 0.1421 (0.1550)  loss_bbox_dn_4: 0.1424 (0.1536)  loss_bbox_dn_5: 0.1425 (0.1536)  loss_giou: 0.4973 (0.4592)  loss_giou_aux_0: 0.4940 (0.4817)  loss_giou_aux_1: 0.4826 (0.4690)  loss_giou_aux_2: 0.4827 (0.4641)  loss_giou_aux_3: 0.4871 (0.4605)  loss_giou_aux_4: 0.4960 (0.4592)  loss_giou_aux_5: 0.5702 (0.5413)  loss_giou_dn_0: 0.5762 (0.5551)  loss_giou_dn_1: 0.4688 (0.4472)  loss_giou_dn_2: 0.4390 (0.4154)  loss_giou_dn_3: 0.4299 (0.4071)  loss_giou_dn_4: 0.4288 (0.4050)  loss_giou_dn_5: 0.4294 (0.4052)  loss_vfl: 0.5896 (0.6451)  loss_vfl_aux_0: 0.6724 (0.7369)  loss_vfl_aux_1: 0.6657 (0.6938)  loss_vfl_aux_2: 0.6223 (0.6689)  loss_vfl_aux_3: 0.6003 (0.6568)  loss_vfl_aux_4: 0.6022 (0.6494)  loss_vfl_aux_5: 0.6707 (0.7303)  loss_vfl_dn_0: 0.4401 (0.4420)  loss_vfl_dn_1: 0.3825 (0.3768)  loss_vfl_dn_2: 0.3659 (0.3609)  loss_vfl_dn_3: 0.3597 (0.3539)  loss_vfl_dn_4: 0.3578 (0.3514)  loss_vfl_dn_5: 0.3574 (0.3507)  time: 0.4769  data: 0.0177  max mem: 5654
Epoch: [68]  [4700/7393]  eta: 0:22:03  lr: 0.000010  loss: 14.6533 (15.1233)  loss_bbox: 0.1300 (0.1459)  loss_bbox_aux_0: 0.1420 (0.1577)  loss_bbox_aux_1: 0.1338 (0.1508)  loss_bbox_aux_2: 0.1288 (0.1482)  loss_bbox_aux_3: 0.1282 (0.1463)  loss_bbox_aux_4: 0.1256 (0.1458)  loss_bbox_aux_5: 0.1677 (0.1914)  loss_bbox_dn_0: 0.2381 (0.2488)  loss_bbox_dn_1: 0.1621 (0.1808)  loss_bbox_dn_2: 0.1448 (0.1606)  loss_bbox_dn_3: 0.1396 (0.1550)  loss_bbox_dn_4: 0.1378 (0.1536)  loss_bbox_dn_5: 0.1378 (0.1537)  loss_giou: 0.4133 (0.4591)  loss_giou_aux_0: 0.4347 (0.4816)  loss_giou_aux_1: 0.4274 (0.4689)  loss_giou_aux_2: 0.4257 (0.4640)  loss_giou_aux_3: 0.4144 (0.4605)  loss_giou_aux_4: 0.4129 (0.4591)  loss_giou_aux_5: 0.4944 (0.5412)  loss_giou_dn_0: 0.5215 (0.5550)  loss_giou_dn_1: 0.4028 (0.4471)  loss_giou_dn_2: 0.3701 (0.4153)  loss_giou_dn_3: 0.3655 (0.4070)  loss_giou_dn_4: 0.3635 (0.4049)  loss_giou_dn_5: 0.3637 (0.4051)  loss_vfl: 0.6325 (0.6450)  loss_vfl_aux_0: 0.7192 (0.7368)  loss_vfl_aux_1: 0.6795 (0.6937)  loss_vfl_aux_2: 0.6514 (0.6688)  loss_vfl_aux_3: 0.6416 (0.6566)  loss_vfl_aux_4: 0.6302 (0.6493)  loss_vfl_aux_5: 0.7323 (0.7303)  loss_vfl_dn_0: 0.4404 (0.4420)  loss_vfl_dn_1: 0.3663 (0.3767)  loss_vfl_dn_2: 0.3497 (0.3609)  loss_vfl_dn_3: 0.3416 (0.3538)  loss_vfl_dn_4: 0.3405 (0.3514)  loss_vfl_dn_5: 0.3389 (0.3507)  time: 0.4758  data: 0.0177  max mem: 5654
Epoch: [68]  [4800/7393]  eta: 0:21:13  lr: 0.000010  loss: 15.4501 (15.1217)  loss_bbox: 0.1390 (0.1459)  loss_bbox_aux_0: 0.1452 (0.1577)  loss_bbox_aux_1: 0.1459 (0.1508)  loss_bbox_aux_2: 0.1438 (0.1483)  loss_bbox_aux_3: 0.1426 (0.1463)  loss_bbox_aux_4: 0.1417 (0.1459)  loss_bbox_aux_5: 0.1795 (0.1915)  loss_bbox_dn_0: 0.2316 (0.2490)  loss_bbox_dn_1: 0.1635 (0.1809)  loss_bbox_dn_2: 0.1465 (0.1608)  loss_bbox_dn_3: 0.1394 (0.1551)  loss_bbox_dn_4: 0.1362 (0.1538)  loss_bbox_dn_5: 0.1362 (0.1538)  loss_giou: 0.4516 (0.4587)  loss_giou_aux_0: 0.4572 (0.4812)  loss_giou_aux_1: 0.4556 (0.4685)  loss_giou_aux_2: 0.4523 (0.4636)  loss_giou_aux_3: 0.4580 (0.4600)  loss_giou_aux_4: 0.4476 (0.4586)  loss_giou_aux_5: 0.5142 (0.5408)  loss_giou_dn_0: 0.5366 (0.5548)  loss_giou_dn_1: 0.4367 (0.4469)  loss_giou_dn_2: 0.4047 (0.4151)  loss_giou_dn_3: 0.3937 (0.4068)  loss_giou_dn_4: 0.3908 (0.4047)  loss_giou_dn_5: 0.3908 (0.4049)  loss_vfl: 0.6736 (0.6452)  loss_vfl_aux_0: 0.7594 (0.7371)  loss_vfl_aux_1: 0.7106 (0.6939)  loss_vfl_aux_2: 0.6864 (0.6689)  loss_vfl_aux_3: 0.6827 (0.6568)  loss_vfl_aux_4: 0.6722 (0.6496)  loss_vfl_aux_5: 0.7507 (0.7306)  loss_vfl_dn_0: 0.4434 (0.4421)  loss_vfl_dn_1: 0.3810 (0.3767)  loss_vfl_dn_2: 0.3618 (0.3608)  loss_vfl_dn_3: 0.3542 (0.3538)  loss_vfl_dn_4: 0.3527 (0.3513)  loss_vfl_dn_5: 0.3533 (0.3506)  time: 0.4818  data: 0.0173  max mem: 5654
Epoch: [68]  [4900/7393]  eta: 0:20:24  lr: 0.000010  loss: 15.5111 (15.1285)  loss_bbox: 0.1524 (0.1459)  loss_bbox_aux_0: 0.1589 (0.1578)  loss_bbox_aux_1: 0.1563 (0.1509)  loss_bbox_aux_2: 0.1535 (0.1483)  loss_bbox_aux_3: 0.1513 (0.1464)  loss_bbox_aux_4: 0.1524 (0.1459)  loss_bbox_aux_5: 0.1959 (0.1915)  loss_bbox_dn_0: 0.2496 (0.2490)  loss_bbox_dn_1: 0.1876 (0.1810)  loss_bbox_dn_2: 0.1725 (0.1608)  loss_bbox_dn_3: 0.1670 (0.1551)  loss_bbox_dn_4: 0.1644 (0.1538)  loss_bbox_dn_5: 0.1644 (0.1538)  loss_giou: 0.4627 (0.4591)  loss_giou_aux_0: 0.4781 (0.4815)  loss_giou_aux_1: 0.4615 (0.4689)  loss_giou_aux_2: 0.4644 (0.4640)  loss_giou_aux_3: 0.4530 (0.4604)  loss_giou_aux_4: 0.4516 (0.4591)  loss_giou_aux_5: 0.5411 (0.5411)  loss_giou_dn_0: 0.5641 (0.5551)  loss_giou_dn_1: 0.4496 (0.4471)  loss_giou_dn_2: 0.4144 (0.4154)  loss_giou_dn_3: 0.4076 (0.4071)  loss_giou_dn_4: 0.4028 (0.4050)  loss_giou_dn_5: 0.4029 (0.4052)  loss_vfl: 0.6376 (0.6454)  loss_vfl_aux_0: 0.7701 (0.7373)  loss_vfl_aux_1: 0.7024 (0.6940)  loss_vfl_aux_2: 0.6660 (0.6691)  loss_vfl_aux_3: 0.6421 (0.6570)  loss_vfl_aux_4: 0.6376 (0.6497)  loss_vfl_aux_5: 0.7454 (0.7309)  loss_vfl_dn_0: 0.4402 (0.4421)  loss_vfl_dn_1: 0.3752 (0.3768)  loss_vfl_dn_2: 0.3604 (0.3609)  loss_vfl_dn_3: 0.3505 (0.3539)  loss_vfl_dn_4: 0.3467 (0.3514)  loss_vfl_dn_5: 0.3465 (0.3507)  time: 0.4816  data: 0.0174  max mem: 5654
Epoch: [68]  [5000/7393]  eta: 0:19:34  lr: 0.000010  loss: 14.6087 (15.1270)  loss_bbox: 0.1344 (0.1459)  loss_bbox_aux_0: 0.1429 (0.1577)  loss_bbox_aux_1: 0.1376 (0.1508)  loss_bbox_aux_2: 0.1411 (0.1483)  loss_bbox_aux_3: 0.1371 (0.1464)  loss_bbox_aux_4: 0.1342 (0.1459)  loss_bbox_aux_5: 0.1779 (0.1915)  loss_bbox_dn_0: 0.2290 (0.2490)  loss_bbox_dn_1: 0.1635 (0.1809)  loss_bbox_dn_2: 0.1413 (0.1608)  loss_bbox_dn_3: 0.1357 (0.1551)  loss_bbox_dn_4: 0.1332 (0.1537)  loss_bbox_dn_5: 0.1333 (0.1537)  loss_giou: 0.4605 (0.4590)  loss_giou_aux_0: 0.4871 (0.4815)  loss_giou_aux_1: 0.4809 (0.4688)  loss_giou_aux_2: 0.4693 (0.4639)  loss_giou_aux_3: 0.4618 (0.4604)  loss_giou_aux_4: 0.4587 (0.4590)  loss_giou_aux_5: 0.5486 (0.5410)  loss_giou_dn_0: 0.5516 (0.5551)  loss_giou_dn_1: 0.4480 (0.4471)  loss_giou_dn_2: 0.4207 (0.4154)  loss_giou_dn_3: 0.4147 (0.4071)  loss_giou_dn_4: 0.4131 (0.4050)  loss_giou_dn_5: 0.4132 (0.4052)  loss_vfl: 0.6127 (0.6454)  loss_vfl_aux_0: 0.6807 (0.7372)  loss_vfl_aux_1: 0.6821 (0.6940)  loss_vfl_aux_2: 0.6188 (0.6690)  loss_vfl_aux_3: 0.6149 (0.6569)  loss_vfl_aux_4: 0.6147 (0.6497)  loss_vfl_aux_5: 0.6874 (0.7310)  loss_vfl_dn_0: 0.4304 (0.4421)  loss_vfl_dn_1: 0.3657 (0.3768)  loss_vfl_dn_2: 0.3473 (0.3609)  loss_vfl_dn_3: 0.3447 (0.3539)  loss_vfl_dn_4: 0.3412 (0.3514)  loss_vfl_dn_5: 0.3424 (0.3507)  time: 0.4774  data: 0.0173  max mem: 5654
Epoch: [68]  [5100/7393]  eta: 0:18:44  lr: 0.000010  loss: 15.4411 (15.1272)  loss_bbox: 0.1330 (0.1457)  loss_bbox_aux_0: 0.1480 (0.1576)  loss_bbox_aux_1: 0.1386 (0.1507)  loss_bbox_aux_2: 0.1331 (0.1481)  loss_bbox_aux_3: 0.1334 (0.1462)  loss_bbox_aux_4: 0.1349 (0.1457)  loss_bbox_aux_5: 0.1843 (0.1914)  loss_bbox_dn_0: 0.2491 (0.2487)  loss_bbox_dn_1: 0.1800 (0.1807)  loss_bbox_dn_2: 0.1596 (0.1606)  loss_bbox_dn_3: 0.1522 (0.1549)  loss_bbox_dn_4: 0.1503 (0.1535)  loss_bbox_dn_5: 0.1503 (0.1535)  loss_giou: 0.4697 (0.4592)  loss_giou_aux_0: 0.4990 (0.4817)  loss_giou_aux_1: 0.4892 (0.4691)  loss_giou_aux_2: 0.4701 (0.4642)  loss_giou_aux_3: 0.4722 (0.4606)  loss_giou_aux_4: 0.4758 (0.4592)  loss_giou_aux_5: 0.5526 (0.5414)  loss_giou_dn_0: 0.5919 (0.5553)  loss_giou_dn_1: 0.4858 (0.4473)  loss_giou_dn_2: 0.4481 (0.4156)  loss_giou_dn_3: 0.4317 (0.4072)  loss_giou_dn_4: 0.4271 (0.4051)  loss_giou_dn_5: 0.4270 (0.4053)  loss_vfl: 0.6667 (0.6453)  loss_vfl_aux_0: 0.7618 (0.7371)  loss_vfl_aux_1: 0.7251 (0.6940)  loss_vfl_aux_2: 0.7049 (0.6689)  loss_vfl_aux_3: 0.6835 (0.6568)  loss_vfl_aux_4: 0.6679 (0.6496)  loss_vfl_aux_5: 0.7514 (0.7309)  loss_vfl_dn_0: 0.4438 (0.4421)  loss_vfl_dn_1: 0.3895 (0.3768)  loss_vfl_dn_2: 0.3721 (0.3609)  loss_vfl_dn_3: 0.3627 (0.3539)  loss_vfl_dn_4: 0.3592 (0.3514)  loss_vfl_dn_5: 0.3570 (0.3507)  time: 0.4777  data: 0.0178  max mem: 5654
Epoch: [68]  [5200/7393]  eta: 0:17:54  lr: 0.000010  loss: 14.7154 (15.1279)  loss_bbox: 0.1254 (0.1457)  loss_bbox_aux_0: 0.1475 (0.1576)  loss_bbox_aux_1: 0.1309 (0.1507)  loss_bbox_aux_2: 0.1259 (0.1481)  loss_bbox_aux_3: 0.1242 (0.1462)  loss_bbox_aux_4: 0.1247 (0.1457)  loss_bbox_aux_5: 0.1734 (0.1913)  loss_bbox_dn_0: 0.2254 (0.2486)  loss_bbox_dn_1: 0.1619 (0.1806)  loss_bbox_dn_2: 0.1448 (0.1605)  loss_bbox_dn_3: 0.1393 (0.1548)  loss_bbox_dn_4: 0.1407 (0.1535)  loss_bbox_dn_5: 0.1407 (0.1535)  loss_giou: 0.3797 (0.4595)  loss_giou_aux_0: 0.4154 (0.4819)  loss_giou_aux_1: 0.3962 (0.4693)  loss_giou_aux_2: 0.3865 (0.4644)  loss_giou_aux_3: 0.3847 (0.4608)  loss_giou_aux_4: 0.3797 (0.4594)  loss_giou_aux_5: 0.4698 (0.5416)  loss_giou_dn_0: 0.5161 (0.5554)  loss_giou_dn_1: 0.4077 (0.4474)  loss_giou_dn_2: 0.3782 (0.4156)  loss_giou_dn_3: 0.3689 (0.4073)  loss_giou_dn_4: 0.3663 (0.4052)  loss_giou_dn_5: 0.3663 (0.4054)  loss_vfl: 0.6376 (0.6452)  loss_vfl_aux_0: 0.7275 (0.7372)  loss_vfl_aux_1: 0.6871 (0.6939)  loss_vfl_aux_2: 0.6562 (0.6689)  loss_vfl_aux_3: 0.6460 (0.6568)  loss_vfl_aux_4: 0.6436 (0.6495)  loss_vfl_aux_5: 0.7210 (0.7308)  loss_vfl_dn_0: 0.4435 (0.4421)  loss_vfl_dn_1: 0.3790 (0.3768)  loss_vfl_dn_2: 0.3608 (0.3610)  loss_vfl_dn_3: 0.3526 (0.3539)  loss_vfl_dn_4: 0.3495 (0.3514)  loss_vfl_dn_5: 0.3498 (0.3507)  time: 0.4786  data: 0.0175  max mem: 5654
Epoch: [68]  [5300/7393]  eta: 0:17:05  lr: 0.000010  loss: 14.9232 (15.1240)  loss_bbox: 0.1332 (0.1456)  loss_bbox_aux_0: 0.1424 (0.1575)  loss_bbox_aux_1: 0.1369 (0.1505)  loss_bbox_aux_2: 0.1349 (0.1480)  loss_bbox_aux_3: 0.1332 (0.1461)  loss_bbox_aux_4: 0.1332 (0.1456)  loss_bbox_aux_5: 0.1749 (0.1913)  loss_bbox_dn_0: 0.2122 (0.2486)  loss_bbox_dn_1: 0.1618 (0.1806)  loss_bbox_dn_2: 0.1431 (0.1605)  loss_bbox_dn_3: 0.1382 (0.1548)  loss_bbox_dn_4: 0.1372 (0.1534)  loss_bbox_dn_5: 0.1372 (0.1534)  loss_giou: 0.4510 (0.4593)  loss_giou_aux_0: 0.4747 (0.4818)  loss_giou_aux_1: 0.4659 (0.4692)  loss_giou_aux_2: 0.4502 (0.4643)  loss_giou_aux_3: 0.4496 (0.4607)  loss_giou_aux_4: 0.4482 (0.4593)  loss_giou_aux_5: 0.5258 (0.5415)  loss_giou_dn_0: 0.5544 (0.5553)  loss_giou_dn_1: 0.4503 (0.4473)  loss_giou_dn_2: 0.4198 (0.4155)  loss_giou_dn_3: 0.4143 (0.4072)  loss_giou_dn_4: 0.4081 (0.4051)  loss_giou_dn_5: 0.4081 (0.4053)  loss_vfl: 0.6080 (0.6450)  loss_vfl_aux_0: 0.7021 (0.7370)  loss_vfl_aux_1: 0.6535 (0.6936)  loss_vfl_aux_2: 0.6356 (0.6687)  loss_vfl_aux_3: 0.6248 (0.6566)  loss_vfl_aux_4: 0.6175 (0.6493)  loss_vfl_aux_5: 0.6933 (0.7305)  loss_vfl_dn_0: 0.4351 (0.4420)  loss_vfl_dn_1: 0.3743 (0.3768)  loss_vfl_dn_2: 0.3592 (0.3609)  loss_vfl_dn_3: 0.3541 (0.3538)  loss_vfl_dn_4: 0.3525 (0.3513)  loss_vfl_dn_5: 0.3514 (0.3506)  time: 0.4785  data: 0.0177  max mem: 5654
Epoch: [68]  [5400/7393]  eta: 0:16:16  lr: 0.000010  loss: 14.8253 (15.1228)  loss_bbox: 0.1413 (0.1456)  loss_bbox_aux_0: 0.1502 (0.1575)  loss_bbox_aux_1: 0.1380 (0.1506)  loss_bbox_aux_2: 0.1422 (0.1481)  loss_bbox_aux_3: 0.1391 (0.1461)  loss_bbox_aux_4: 0.1399 (0.1456)  loss_bbox_aux_5: 0.1776 (0.1914)  loss_bbox_dn_0: 0.2325 (0.2486)  loss_bbox_dn_1: 0.1659 (0.1806)  loss_bbox_dn_2: 0.1451 (0.1605)  loss_bbox_dn_3: 0.1411 (0.1548)  loss_bbox_dn_4: 0.1372 (0.1534)  loss_bbox_dn_5: 0.1371 (0.1535)  loss_giou: 0.3966 (0.4593)  loss_giou_aux_0: 0.4253 (0.4817)  loss_giou_aux_1: 0.4003 (0.4692)  loss_giou_aux_2: 0.3955 (0.4642)  loss_giou_aux_3: 0.3967 (0.4607)  loss_giou_aux_4: 0.3964 (0.4593)  loss_giou_aux_5: 0.4839 (0.5415)  loss_giou_dn_0: 0.5298 (0.5552)  loss_giou_dn_1: 0.4171 (0.4472)  loss_giou_dn_2: 0.3882 (0.4155)  loss_giou_dn_3: 0.3783 (0.4072)  loss_giou_dn_4: 0.3729 (0.4051)  loss_giou_dn_5: 0.3731 (0.4053)  loss_vfl: 0.6208 (0.6450)  loss_vfl_aux_0: 0.7119 (0.7368)  loss_vfl_aux_1: 0.6741 (0.6934)  loss_vfl_aux_2: 0.6622 (0.6686)  loss_vfl_aux_3: 0.6392 (0.6565)  loss_vfl_aux_4: 0.6328 (0.6492)  loss_vfl_aux_5: 0.6996 (0.7304)  loss_vfl_dn_0: 0.4339 (0.4420)  loss_vfl_dn_1: 0.3694 (0.3767)  loss_vfl_dn_2: 0.3498 (0.3608)  loss_vfl_dn_3: 0.3477 (0.3538)  loss_vfl_dn_4: 0.3459 (0.3513)  loss_vfl_dn_5: 0.3447 (0.3506)  time: 0.4981  data: 0.0175  max mem: 5654
Epoch: [68]  [5500/7393]  eta: 0:15:26  lr: 0.000010  loss: 15.1311 (15.1244)  loss_bbox: 0.1469 (0.1456)  loss_bbox_aux_0: 0.1406 (0.1574)  loss_bbox_aux_1: 0.1484 (0.1506)  loss_bbox_aux_2: 0.1519 (0.1480)  loss_bbox_aux_3: 0.1411 (0.1461)  loss_bbox_aux_4: 0.1488 (0.1456)  loss_bbox_aux_5: 0.1862 (0.1914)  loss_bbox_dn_0: 0.2287 (0.2486)  loss_bbox_dn_1: 0.1633 (0.1805)  loss_bbox_dn_2: 0.1498 (0.1605)  loss_bbox_dn_3: 0.1445 (0.1548)  loss_bbox_dn_4: 0.1469 (0.1534)  loss_bbox_dn_5: 0.1469 (0.1534)  loss_giou: 0.4604 (0.4593)  loss_giou_aux_0: 0.4769 (0.4818)  loss_giou_aux_1: 0.4716 (0.4693)  loss_giou_aux_2: 0.4581 (0.4643)  loss_giou_aux_3: 0.4500 (0.4607)  loss_giou_aux_4: 0.4587 (0.4593)  loss_giou_aux_5: 0.5330 (0.5416)  loss_giou_dn_0: 0.5717 (0.5553)  loss_giou_dn_1: 0.4627 (0.4473)  loss_giou_dn_2: 0.4216 (0.4156)  loss_giou_dn_3: 0.4183 (0.4073)  loss_giou_dn_4: 0.4159 (0.4052)  loss_giou_dn_5: 0.4158 (0.4054)  loss_vfl: 0.6807 (0.6452)  loss_vfl_aux_0: 0.7649 (0.7370)  loss_vfl_aux_1: 0.7402 (0.6935)  loss_vfl_aux_2: 0.7029 (0.6688)  loss_vfl_aux_3: 0.6714 (0.6567)  loss_vfl_aux_4: 0.6700 (0.6495)  loss_vfl_aux_5: 0.7366 (0.7303)  loss_vfl_dn_0: 0.4387 (0.4420)  loss_vfl_dn_1: 0.3741 (0.3767)  loss_vfl_dn_2: 0.3596 (0.3608)  loss_vfl_dn_3: 0.3525 (0.3538)  loss_vfl_dn_4: 0.3497 (0.3513)  loss_vfl_dn_5: 0.3485 (0.3506)  time: 0.4707  data: 0.0176  max mem: 5654
Epoch: [68]  [5600/7393]  eta: 0:14:37  lr: 0.000010  loss: 15.2724 (15.1280)  loss_bbox: 0.1400 (0.1455)  loss_bbox_aux_0: 0.1492 (0.1574)  loss_bbox_aux_1: 0.1496 (0.1505)  loss_bbox_aux_2: 0.1451 (0.1480)  loss_bbox_aux_3: 0.1383 (0.1460)  loss_bbox_aux_4: 0.1396 (0.1455)  loss_bbox_aux_5: 0.1872 (0.1913)  loss_bbox_dn_0: 0.2291 (0.2484)  loss_bbox_dn_1: 0.1648 (0.1804)  loss_bbox_dn_2: 0.1442 (0.1603)  loss_bbox_dn_3: 0.1360 (0.1546)  loss_bbox_dn_4: 0.1340 (0.1533)  loss_bbox_dn_5: 0.1340 (0.1533)  loss_giou: 0.4558 (0.4598)  loss_giou_aux_0: 0.4783 (0.4822)  loss_giou_aux_1: 0.4550 (0.4697)  loss_giou_aux_2: 0.4572 (0.4647)  loss_giou_aux_3: 0.4475 (0.4611)  loss_giou_aux_4: 0.4522 (0.4598)  loss_giou_aux_5: 0.5316 (0.5421)  loss_giou_dn_0: 0.5532 (0.5555)  loss_giou_dn_1: 0.4410 (0.4475)  loss_giou_dn_2: 0.4116 (0.4158)  loss_giou_dn_3: 0.4025 (0.4075)  loss_giou_dn_4: 0.4005 (0.4054)  loss_giou_dn_5: 0.4009 (0.4056)  loss_vfl: 0.6228 (0.6452)  loss_vfl_aux_0: 0.7305 (0.7370)  loss_vfl_aux_1: 0.6637 (0.6935)  loss_vfl_aux_2: 0.6504 (0.6689)  loss_vfl_aux_3: 0.6436 (0.6567)  loss_vfl_aux_4: 0.6233 (0.6495)  loss_vfl_aux_5: 0.7418 (0.7304)  loss_vfl_dn_0: 0.4378 (0.4420)  loss_vfl_dn_1: 0.3736 (0.3768)  loss_vfl_dn_2: 0.3658 (0.3609)  loss_vfl_dn_3: 0.3562 (0.3538)  loss_vfl_dn_4: 0.3524 (0.3514)  loss_vfl_dn_5: 0.3524 (0.3507)  time: 0.4919  data: 0.0176  max mem: 5654
Epoch: [68]  [5700/7393]  eta: 0:13:48  lr: 0.000010  loss: 14.7569 (15.1276)  loss_bbox: 0.1402 (0.1455)  loss_bbox_aux_0: 0.1507 (0.1574)  loss_bbox_aux_1: 0.1422 (0.1505)  loss_bbox_aux_2: 0.1422 (0.1480)  loss_bbox_aux_3: 0.1386 (0.1460)  loss_bbox_aux_4: 0.1366 (0.1455)  loss_bbox_aux_5: 0.1810 (0.1913)  loss_bbox_dn_0: 0.2182 (0.2484)  loss_bbox_dn_1: 0.1488 (0.1804)  loss_bbox_dn_2: 0.1375 (0.1603)  loss_bbox_dn_3: 0.1361 (0.1546)  loss_bbox_dn_4: 0.1343 (0.1532)  loss_bbox_dn_5: 0.1344 (0.1533)  loss_giou: 0.4632 (0.4596)  loss_giou_aux_0: 0.4905 (0.4822)  loss_giou_aux_1: 0.4708 (0.4696)  loss_giou_aux_2: 0.4654 (0.4646)  loss_giou_aux_3: 0.4668 (0.4610)  loss_giou_aux_4: 0.4629 (0.4596)  loss_giou_aux_5: 0.5705 (0.5420)  loss_giou_dn_0: 0.5523 (0.5555)  loss_giou_dn_1: 0.4540 (0.4475)  loss_giou_dn_2: 0.4218 (0.4158)  loss_giou_dn_3: 0.4100 (0.4074)  loss_giou_dn_4: 0.4101 (0.4053)  loss_giou_dn_5: 0.4101 (0.4055)  loss_vfl: 0.6562 (0.6453)  loss_vfl_aux_0: 0.7432 (0.7370)  loss_vfl_aux_1: 0.6831 (0.6935)  loss_vfl_aux_2: 0.6710 (0.6690)  loss_vfl_aux_3: 0.6575 (0.6569)  loss_vfl_aux_4: 0.6625 (0.6496)  loss_vfl_aux_5: 0.7050 (0.7304)  loss_vfl_dn_0: 0.4385 (0.4420)  loss_vfl_dn_1: 0.3751 (0.3768)  loss_vfl_dn_2: 0.3635 (0.3609)  loss_vfl_dn_3: 0.3564 (0.3539)  loss_vfl_dn_4: 0.3520 (0.3514)  loss_vfl_dn_5: 0.3516 (0.3507)  time: 0.4866  data: 0.0179  max mem: 5654
Epoch: [68]  [5800/7393]  eta: 0:12:59  lr: 0.000010  loss: 15.4429 (15.1333)  loss_bbox: 0.1364 (0.1456)  loss_bbox_aux_0: 0.1516 (0.1574)  loss_bbox_aux_1: 0.1416 (0.1506)  loss_bbox_aux_2: 0.1390 (0.1480)  loss_bbox_aux_3: 0.1367 (0.1461)  loss_bbox_aux_4: 0.1366 (0.1455)  loss_bbox_aux_5: 0.1837 (0.1914)  loss_bbox_dn_0: 0.2574 (0.2486)  loss_bbox_dn_1: 0.1813 (0.1805)  loss_bbox_dn_2: 0.1639 (0.1604)  loss_bbox_dn_3: 0.1564 (0.1548)  loss_bbox_dn_4: 0.1539 (0.1534)  loss_bbox_dn_5: 0.1539 (0.1534)  loss_giou: 0.4461 (0.4599)  loss_giou_aux_0: 0.4698 (0.4824)  loss_giou_aux_1: 0.4598 (0.4699)  loss_giou_aux_2: 0.4503 (0.4648)  loss_giou_aux_3: 0.4560 (0.4612)  loss_giou_aux_4: 0.4442 (0.4599)  loss_giou_aux_5: 0.5347 (0.5423)  loss_giou_dn_0: 0.5665 (0.5557)  loss_giou_dn_1: 0.4668 (0.4477)  loss_giou_dn_2: 0.4244 (0.4159)  loss_giou_dn_3: 0.4134 (0.4076)  loss_giou_dn_4: 0.4114 (0.4055)  loss_giou_dn_5: 0.4115 (0.4057)  loss_vfl: 0.6658 (0.6456)  loss_vfl_aux_0: 0.7656 (0.7373)  loss_vfl_aux_1: 0.7002 (0.6937)  loss_vfl_aux_2: 0.6791 (0.6692)  loss_vfl_aux_3: 0.6684 (0.6570)  loss_vfl_aux_4: 0.6620 (0.6498)  loss_vfl_aux_5: 0.7561 (0.7306)  loss_vfl_dn_0: 0.4389 (0.4420)  loss_vfl_dn_1: 0.3724 (0.3768)  loss_vfl_dn_2: 0.3575 (0.3610)  loss_vfl_dn_3: 0.3510 (0.3539)  loss_vfl_dn_4: 0.3497 (0.3514)  loss_vfl_dn_5: 0.3505 (0.3507)  time: 0.4771  data: 0.0177  max mem: 5654
Epoch: [68]  [5900/7393]  eta: 0:12:11  lr: 0.000010  loss: 15.2238 (15.1345)  loss_bbox: 0.1351 (0.1455)  loss_bbox_aux_0: 0.1422 (0.1574)  loss_bbox_aux_1: 0.1374 (0.1506)  loss_bbox_aux_2: 0.1348 (0.1479)  loss_bbox_aux_3: 0.1360 (0.1460)  loss_bbox_aux_4: 0.1296 (0.1455)  loss_bbox_aux_5: 0.1737 (0.1913)  loss_bbox_dn_0: 0.2140 (0.2485)  loss_bbox_dn_1: 0.1566 (0.1804)  loss_bbox_dn_2: 0.1395 (0.1603)  loss_bbox_dn_3: 0.1365 (0.1547)  loss_bbox_dn_4: 0.1340 (0.1533)  loss_bbox_dn_5: 0.1340 (0.1533)  loss_giou: 0.4544 (0.4600)  loss_giou_aux_0: 0.4778 (0.4825)  loss_giou_aux_1: 0.4627 (0.4700)  loss_giou_aux_2: 0.4601 (0.4649)  loss_giou_aux_3: 0.4573 (0.4614)  loss_giou_aux_4: 0.4506 (0.4600)  loss_giou_aux_5: 0.5421 (0.5423)  loss_giou_dn_0: 0.5650 (0.5558)  loss_giou_dn_1: 0.4514 (0.4478)  loss_giou_dn_2: 0.4202 (0.4160)  loss_giou_dn_3: 0.4119 (0.4077)  loss_giou_dn_4: 0.4114 (0.4056)  loss_giou_dn_5: 0.4113 (0.4057)  loss_vfl: 0.6585 (0.6457)  loss_vfl_aux_0: 0.7566 (0.7376)  loss_vfl_aux_1: 0.6979 (0.6939)  loss_vfl_aux_2: 0.6818 (0.6694)  loss_vfl_aux_3: 0.6698 (0.6571)  loss_vfl_aux_4: 0.6593 (0.6499)  loss_vfl_aux_5: 0.7245 (0.7308)  loss_vfl_dn_0: 0.4488 (0.4420)  loss_vfl_dn_1: 0.3831 (0.3768)  loss_vfl_dn_2: 0.3669 (0.3610)  loss_vfl_dn_3: 0.3607 (0.3539)  loss_vfl_dn_4: 0.3590 (0.3514)  loss_vfl_dn_5: 0.3582 (0.3507)  time: 0.4749  data: 0.0172  max mem: 5654
Epoch: [68]  [6000/7393]  eta: 0:11:24  lr: 0.000010  loss: 15.0888 (15.1339)  loss_bbox: 0.1459 (0.1456)  loss_bbox_aux_0: 0.1545 (0.1574)  loss_bbox_aux_1: 0.1588 (0.1506)  loss_bbox_aux_2: 0.1500 (0.1480)  loss_bbox_aux_3: 0.1486 (0.1461)  loss_bbox_aux_4: 0.1399 (0.1455)  loss_bbox_aux_5: 0.1901 (0.1914)  loss_bbox_dn_0: 0.2524 (0.2488)  loss_bbox_dn_1: 0.1806 (0.1806)  loss_bbox_dn_2: 0.1616 (0.1605)  loss_bbox_dn_3: 0.1541 (0.1548)  loss_bbox_dn_4: 0.1503 (0.1534)  loss_bbox_dn_5: 0.1503 (0.1535)  loss_giou: 0.4511 (0.4598)  loss_giou_aux_0: 0.4675 (0.4823)  loss_giou_aux_1: 0.4584 (0.4698)  loss_giou_aux_2: 0.4479 (0.4647)  loss_giou_aux_3: 0.4560 (0.4612)  loss_giou_aux_4: 0.4528 (0.4598)  loss_giou_aux_5: 0.5220 (0.5422)  loss_giou_dn_0: 0.5498 (0.5557)  loss_giou_dn_1: 0.4269 (0.4477)  loss_giou_dn_2: 0.3876 (0.4159)  loss_giou_dn_3: 0.3754 (0.4075)  loss_giou_dn_4: 0.3718 (0.4054)  loss_giou_dn_5: 0.3717 (0.4056)  loss_vfl: 0.6537 (0.6457)  loss_vfl_aux_0: 0.7497 (0.7377)  loss_vfl_aux_1: 0.6822 (0.6939)  loss_vfl_aux_2: 0.6567 (0.6694)  loss_vfl_aux_3: 0.6579 (0.6572)  loss_vfl_aux_4: 0.6516 (0.6499)  loss_vfl_aux_5: 0.7315 (0.7308)  loss_vfl_dn_0: 0.4409 (0.4420)  loss_vfl_dn_1: 0.3750 (0.3768)  loss_vfl_dn_2: 0.3557 (0.3609)  loss_vfl_dn_3: 0.3513 (0.3538)  loss_vfl_dn_4: 0.3469 (0.3513)  loss_vfl_dn_5: 0.3468 (0.3507)  time: 0.4753  data: 0.0175  max mem: 5654
Epoch: [68]  [6100/7393]  eta: 0:10:36  lr: 0.000010  loss: 14.8241 (15.1379)  loss_bbox: 0.1528 (0.1456)  loss_bbox_aux_0: 0.1625 (0.1575)  loss_bbox_aux_1: 0.1552 (0.1507)  loss_bbox_aux_2: 0.1551 (0.1480)  loss_bbox_aux_3: 0.1501 (0.1461)  loss_bbox_aux_4: 0.1528 (0.1455)  loss_bbox_aux_5: 0.2021 (0.1915)  loss_bbox_dn_0: 0.2564 (0.2489)  loss_bbox_dn_1: 0.1772 (0.1807)  loss_bbox_dn_2: 0.1646 (0.1606)  loss_bbox_dn_3: 0.1541 (0.1549)  loss_bbox_dn_4: 0.1526 (0.1535)  loss_bbox_dn_5: 0.1526 (0.1535)  loss_giou: 0.4173 (0.4600)  loss_giou_aux_0: 0.4494 (0.4825)  loss_giou_aux_1: 0.4380 (0.4701)  loss_giou_aux_2: 0.4199 (0.4649)  loss_giou_aux_3: 0.4163 (0.4613)  loss_giou_aux_4: 0.4187 (0.4600)  loss_giou_aux_5: 0.4887 (0.5424)  loss_giou_dn_0: 0.5340 (0.5559)  loss_giou_dn_1: 0.4108 (0.4478)  loss_giou_dn_2: 0.3864 (0.4160)  loss_giou_dn_3: 0.3823 (0.4077)  loss_giou_dn_4: 0.3813 (0.4056)  loss_giou_dn_5: 0.3815 (0.4058)  loss_vfl: 0.6180 (0.6459)  loss_vfl_aux_0: 0.7139 (0.7378)  loss_vfl_aux_1: 0.6779 (0.6939)  loss_vfl_aux_2: 0.6454 (0.6695)  loss_vfl_aux_3: 0.6381 (0.6573)  loss_vfl_aux_4: 0.6241 (0.6501)  loss_vfl_aux_5: 0.7104 (0.7308)  loss_vfl_dn_0: 0.4317 (0.4420)  loss_vfl_dn_1: 0.3683 (0.3768)  loss_vfl_dn_2: 0.3534 (0.3609)  loss_vfl_dn_3: 0.3483 (0.3538)  loss_vfl_dn_4: 0.3425 (0.3514)  loss_vfl_dn_5: 0.3413 (0.3507)  time: 0.7715  data: 0.0177  max mem: 5654
Epoch: [68]  [6200/7393]  eta: 0:09:46  lr: 0.000010  loss: 14.9686 (15.1359)  loss_bbox: 0.1421 (0.1456)  loss_bbox_aux_0: 0.1563 (0.1575)  loss_bbox_aux_1: 0.1458 (0.1508)  loss_bbox_aux_2: 0.1436 (0.1481)  loss_bbox_aux_3: 0.1439 (0.1461)  loss_bbox_aux_4: 0.1409 (0.1456)  loss_bbox_aux_5: 0.1829 (0.1916)  loss_bbox_dn_0: 0.2299 (0.2489)  loss_bbox_dn_1: 0.1727 (0.1807)  loss_bbox_dn_2: 0.1492 (0.1606)  loss_bbox_dn_3: 0.1441 (0.1549)  loss_bbox_dn_4: 0.1422 (0.1535)  loss_bbox_dn_5: 0.1422 (0.1535)  loss_giou: 0.4606 (0.4599)  loss_giou_aux_0: 0.4861 (0.4824)  loss_giou_aux_1: 0.4510 (0.4699)  loss_giou_aux_2: 0.4710 (0.4648)  loss_giou_aux_3: 0.4698 (0.4612)  loss_giou_aux_4: 0.4699 (0.4598)  loss_giou_aux_5: 0.5513 (0.5423)  loss_giou_dn_0: 0.5637 (0.5557)  loss_giou_dn_1: 0.4462 (0.4477)  loss_giou_dn_2: 0.4160 (0.4159)  loss_giou_dn_3: 0.4053 (0.4076)  loss_giou_dn_4: 0.4036 (0.4055)  loss_giou_dn_5: 0.4037 (0.4057)  loss_vfl: 0.6573 (0.6458)  loss_vfl_aux_0: 0.7579 (0.7377)  loss_vfl_aux_1: 0.7000 (0.6938)  loss_vfl_aux_2: 0.6694 (0.6694)  loss_vfl_aux_3: 0.6601 (0.6572)  loss_vfl_aux_4: 0.6481 (0.6500)  loss_vfl_aux_5: 0.7577 (0.7308)  loss_vfl_dn_0: 0.4419 (0.4420)  loss_vfl_dn_1: 0.3751 (0.3768)  loss_vfl_dn_2: 0.3612 (0.3608)  loss_vfl_dn_3: 0.3521 (0.3538)  loss_vfl_dn_4: 0.3512 (0.3513)  loss_vfl_dn_5: 0.3495 (0.3506)  time: 0.4795  data: 0.0175  max mem: 5654
Epoch: [68]  [6300/7393]  eta: 0:08:57  lr: 0.000010  loss: 14.9040 (15.1328)  loss_bbox: 0.1379 (0.1455)  loss_bbox_aux_0: 0.1482 (0.1575)  loss_bbox_aux_1: 0.1427 (0.1508)  loss_bbox_aux_2: 0.1413 (0.1480)  loss_bbox_aux_3: 0.1406 (0.1461)  loss_bbox_aux_4: 0.1390 (0.1455)  loss_bbox_aux_5: 0.1969 (0.1916)  loss_bbox_dn_0: 0.2440 (0.2491)  loss_bbox_dn_1: 0.1776 (0.1808)  loss_bbox_dn_2: 0.1526 (0.1607)  loss_bbox_dn_3: 0.1457 (0.1550)  loss_bbox_dn_4: 0.1449 (0.1536)  loss_bbox_dn_5: 0.1449 (0.1537)  loss_giou: 0.4096 (0.4594)  loss_giou_aux_0: 0.4335 (0.4820)  loss_giou_aux_1: 0.4269 (0.4695)  loss_giou_aux_2: 0.4098 (0.4644)  loss_giou_aux_3: 0.4124 (0.4608)  loss_giou_aux_4: 0.4139 (0.4594)  loss_giou_aux_5: 0.4979 (0.5420)  loss_giou_dn_0: 0.5280 (0.5554)  loss_giou_dn_1: 0.4269 (0.4474)  loss_giou_dn_2: 0.3935 (0.4157)  loss_giou_dn_3: 0.3861 (0.4074)  loss_giou_dn_4: 0.3861 (0.4052)  loss_giou_dn_5: 0.3861 (0.4054)  loss_vfl: 0.6660 (0.6459)  loss_vfl_aux_0: 0.7601 (0.7378)  loss_vfl_aux_1: 0.7011 (0.6939)  loss_vfl_aux_2: 0.6685 (0.6695)  loss_vfl_aux_3: 0.6503 (0.6574)  loss_vfl_aux_4: 0.6420 (0.6501)  loss_vfl_aux_5: 0.7604 (0.7309)  loss_vfl_dn_0: 0.4431 (0.4420)  loss_vfl_dn_1: 0.3796 (0.3767)  loss_vfl_dn_2: 0.3636 (0.3608)  loss_vfl_dn_3: 0.3513 (0.3537)  loss_vfl_dn_4: 0.3500 (0.3513)  loss_vfl_dn_5: 0.3467 (0.3506)  time: 0.4751  data: 0.0171  max mem: 5654
Epoch: [68]  [6400/7393]  eta: 0:08:08  lr: 0.000010  loss: 15.9124 (15.1346)  loss_bbox: 0.1449 (0.1455)  loss_bbox_aux_0: 0.1507 (0.1576)  loss_bbox_aux_1: 0.1469 (0.1508)  loss_bbox_aux_2: 0.1456 (0.1481)  loss_bbox_aux_3: 0.1485 (0.1461)  loss_bbox_aux_4: 0.1487 (0.1455)  loss_bbox_aux_5: 0.1866 (0.1916)  loss_bbox_dn_0: 0.2058 (0.2490)  loss_bbox_dn_1: 0.1540 (0.1808)  loss_bbox_dn_2: 0.1341 (0.1607)  loss_bbox_dn_3: 0.1298 (0.1550)  loss_bbox_dn_4: 0.1289 (0.1536)  loss_bbox_dn_5: 0.1289 (0.1536)  loss_giou: 0.4900 (0.4596)  loss_giou_aux_0: 0.5351 (0.4823)  loss_giou_aux_1: 0.5235 (0.4698)  loss_giou_aux_2: 0.5120 (0.4646)  loss_giou_aux_3: 0.5065 (0.4611)  loss_giou_aux_4: 0.4977 (0.4597)  loss_giou_aux_5: 0.5982 (0.5423)  loss_giou_dn_0: 0.6037 (0.5556)  loss_giou_dn_1: 0.4911 (0.4476)  loss_giou_dn_2: 0.4605 (0.4158)  loss_giou_dn_3: 0.4547 (0.4075)  loss_giou_dn_4: 0.4522 (0.4054)  loss_giou_dn_5: 0.4533 (0.4056)  loss_vfl: 0.6292 (0.6459)  loss_vfl_aux_0: 0.6996 (0.7376)  loss_vfl_aux_1: 0.6521 (0.6938)  loss_vfl_aux_2: 0.6380 (0.6694)  loss_vfl_aux_3: 0.6172 (0.6573)  loss_vfl_aux_4: 0.6225 (0.6501)  loss_vfl_aux_5: 0.7014 (0.7308)  loss_vfl_dn_0: 0.4369 (0.4420)  loss_vfl_dn_1: 0.3895 (0.3767)  loss_vfl_dn_2: 0.3663 (0.3608)  loss_vfl_dn_3: 0.3604 (0.3538)  loss_vfl_dn_4: 0.3564 (0.3513)  loss_vfl_dn_5: 0.3565 (0.3506)  time: 0.4930  data: 0.0174  max mem: 5654
Epoch: [68]  [6500/7393]  eta: 0:07:19  lr: 0.000010  loss: 15.2824 (15.1347)  loss_bbox: 0.1368 (0.1455)  loss_bbox_aux_0: 0.1442 (0.1576)  loss_bbox_aux_1: 0.1398 (0.1508)  loss_bbox_aux_2: 0.1421 (0.1480)  loss_bbox_aux_3: 0.1382 (0.1461)  loss_bbox_aux_4: 0.1364 (0.1455)  loss_bbox_aux_5: 0.1839 (0.1916)  loss_bbox_dn_0: 0.2272 (0.2490)  loss_bbox_dn_1: 0.1672 (0.1808)  loss_bbox_dn_2: 0.1486 (0.1607)  loss_bbox_dn_3: 0.1456 (0.1550)  loss_bbox_dn_4: 0.1408 (0.1536)  loss_bbox_dn_5: 0.1408 (0.1537)  loss_giou: 0.5048 (0.4596)  loss_giou_aux_0: 0.5375 (0.4822)  loss_giou_aux_1: 0.5240 (0.4697)  loss_giou_aux_2: 0.5226 (0.4645)  loss_giou_aux_3: 0.5075 (0.4610)  loss_giou_aux_4: 0.5024 (0.4596)  loss_giou_aux_5: 0.5842 (0.5422)  loss_giou_dn_0: 0.5656 (0.5555)  loss_giou_dn_1: 0.4633 (0.4475)  loss_giou_dn_2: 0.4352 (0.4158)  loss_giou_dn_3: 0.4288 (0.4075)  loss_giou_dn_4: 0.4252 (0.4054)  loss_giou_dn_5: 0.4252 (0.4056)  loss_vfl: 0.6619 (0.6460)  loss_vfl_aux_0: 0.7421 (0.7377)  loss_vfl_aux_1: 0.6822 (0.6939)  loss_vfl_aux_2: 0.6789 (0.6695)  loss_vfl_aux_3: 0.6577 (0.6574)  loss_vfl_aux_4: 0.6670 (0.6502)  loss_vfl_aux_5: 0.7281 (0.7308)  loss_vfl_dn_0: 0.4417 (0.4420)  loss_vfl_dn_1: 0.3832 (0.3768)  loss_vfl_dn_2: 0.3693 (0.3608)  loss_vfl_dn_3: 0.3659 (0.3538)  loss_vfl_dn_4: 0.3611 (0.3513)  loss_vfl_dn_5: 0.3615 (0.3506)  time: 0.4777  data: 0.0178  max mem: 5654
Epoch: [68]  [6600/7393]  eta: 0:06:30  lr: 0.000010  loss: 14.3579 (15.1353)  loss_bbox: 0.1350 (0.1455)  loss_bbox_aux_0: 0.1402 (0.1576)  loss_bbox_aux_1: 0.1358 (0.1509)  loss_bbox_aux_2: 0.1356 (0.1481)  loss_bbox_aux_3: 0.1323 (0.1462)  loss_bbox_aux_4: 0.1343 (0.1455)  loss_bbox_aux_5: 0.1786 (0.1916)  loss_bbox_dn_0: 0.2332 (0.2491)  loss_bbox_dn_1: 0.1653 (0.1809)  loss_bbox_dn_2: 0.1498 (0.1608)  loss_bbox_dn_3: 0.1471 (0.1551)  loss_bbox_dn_4: 0.1491 (0.1537)  loss_bbox_dn_5: 0.1491 (0.1537)  loss_giou: 0.4041 (0.4595)  loss_giou_aux_0: 0.4123 (0.4821)  loss_giou_aux_1: 0.4141 (0.4696)  loss_giou_aux_2: 0.4139 (0.4644)  loss_giou_aux_3: 0.4085 (0.4608)  loss_giou_aux_4: 0.4056 (0.4595)  loss_giou_aux_5: 0.4865 (0.5421)  loss_giou_dn_0: 0.5297 (0.5554)  loss_giou_dn_1: 0.4058 (0.4474)  loss_giou_dn_2: 0.3712 (0.4157)  loss_giou_dn_3: 0.3648 (0.4074)  loss_giou_dn_4: 0.3647 (0.4053)  loss_giou_dn_5: 0.3648 (0.4055)  loss_vfl: 0.6345 (0.6462)  loss_vfl_aux_0: 0.7377 (0.7378)  loss_vfl_aux_1: 0.6798 (0.6940)  loss_vfl_aux_2: 0.6476 (0.6697)  loss_vfl_aux_3: 0.6384 (0.6576)  loss_vfl_aux_4: 0.6383 (0.6504)  loss_vfl_aux_5: 0.7220 (0.7310)  loss_vfl_dn_0: 0.4387 (0.4420)  loss_vfl_dn_1: 0.3708 (0.3767)  loss_vfl_dn_2: 0.3517 (0.3608)  loss_vfl_dn_3: 0.3421 (0.3538)  loss_vfl_dn_4: 0.3420 (0.3513)  loss_vfl_dn_5: 0.3413 (0.3506)  time: 0.5027  data: 0.0177  max mem: 5654
Epoch: [68]  [6700/7393]  eta: 0:05:40  lr: 0.000010  loss: 14.9522 (15.1362)  loss_bbox: 0.1365 (0.1456)  loss_bbox_aux_0: 0.1634 (0.1577)  loss_bbox_aux_1: 0.1417 (0.1510)  loss_bbox_aux_2: 0.1452 (0.1481)  loss_bbox_aux_3: 0.1375 (0.1462)  loss_bbox_aux_4: 0.1365 (0.1456)  loss_bbox_aux_5: 0.2090 (0.1918)  loss_bbox_dn_0: 0.2403 (0.2493)  loss_bbox_dn_1: 0.1721 (0.1810)  loss_bbox_dn_2: 0.1471 (0.1609)  loss_bbox_dn_3: 0.1459 (0.1552)  loss_bbox_dn_4: 0.1430 (0.1538)  loss_bbox_dn_5: 0.1429 (0.1538)  loss_giou: 0.4215 (0.4594)  loss_giou_aux_0: 0.4354 (0.4820)  loss_giou_aux_1: 0.4261 (0.4695)  loss_giou_aux_2: 0.4235 (0.4643)  loss_giou_aux_3: 0.4177 (0.4607)  loss_giou_aux_4: 0.4272 (0.4593)  loss_giou_aux_5: 0.4992 (0.5420)  loss_giou_dn_0: 0.5060 (0.5554)  loss_giou_dn_1: 0.3953 (0.4473)  loss_giou_dn_2: 0.3599 (0.4156)  loss_giou_dn_3: 0.3529 (0.4073)  loss_giou_dn_4: 0.3533 (0.4052)  loss_giou_dn_5: 0.3536 (0.4054)  loss_vfl: 0.6456 (0.6463)  loss_vfl_aux_0: 0.7559 (0.7380)  loss_vfl_aux_1: 0.7112 (0.6942)  loss_vfl_aux_2: 0.6602 (0.6698)  loss_vfl_aux_3: 0.6637 (0.6577)  loss_vfl_aux_4: 0.6539 (0.6505)  loss_vfl_aux_5: 0.7339 (0.7311)  loss_vfl_dn_0: 0.4444 (0.4421)  loss_vfl_dn_1: 0.3765 (0.3768)  loss_vfl_dn_2: 0.3563 (0.3608)  loss_vfl_dn_3: 0.3511 (0.3537)  loss_vfl_dn_4: 0.3489 (0.3513)  loss_vfl_dn_5: 0.3491 (0.3506)  time: 0.4745  data: 0.0177  max mem: 5654
Epoch: [68]  [6800/7393]  eta: 0:04:51  lr: 0.000010  loss: 15.0987 (15.1371)  loss_bbox: 0.1522 (0.1456)  loss_bbox_aux_0: 0.1608 (0.1577)  loss_bbox_aux_1: 0.1524 (0.1510)  loss_bbox_aux_2: 0.1545 (0.1482)  loss_bbox_aux_3: 0.1546 (0.1462)  loss_bbox_aux_4: 0.1515 (0.1456)  loss_bbox_aux_5: 0.1928 (0.1918)  loss_bbox_dn_0: 0.2664 (0.2494)  loss_bbox_dn_1: 0.1997 (0.1810)  loss_bbox_dn_2: 0.1759 (0.1609)  loss_bbox_dn_3: 0.1667 (0.1552)  loss_bbox_dn_4: 0.1636 (0.1538)  loss_bbox_dn_5: 0.1636 (0.1538)  loss_giou: 0.4418 (0.4593)  loss_giou_aux_0: 0.4685 (0.4819)  loss_giou_aux_1: 0.4485 (0.4694)  loss_giou_aux_2: 0.4522 (0.4642)  loss_giou_aux_3: 0.4438 (0.4607)  loss_giou_aux_4: 0.4452 (0.4593)  loss_giou_aux_5: 0.5228 (0.5420)  loss_giou_dn_0: 0.5670 (0.5553)  loss_giou_dn_1: 0.4555 (0.4473)  loss_giou_dn_2: 0.4226 (0.4156)  loss_giou_dn_3: 0.4085 (0.4073)  loss_giou_dn_4: 0.4045 (0.4052)  loss_giou_dn_5: 0.4043 (0.4054)  loss_vfl: 0.6226 (0.6464)  loss_vfl_aux_0: 0.7250 (0.7382)  loss_vfl_aux_1: 0.6839 (0.6944)  loss_vfl_aux_2: 0.6464 (0.6700)  loss_vfl_aux_3: 0.6379 (0.6578)  loss_vfl_aux_4: 0.6307 (0.6507)  loss_vfl_aux_5: 0.7128 (0.7313)  loss_vfl_dn_0: 0.4351 (0.4421)  loss_vfl_dn_1: 0.3743 (0.3768)  loss_vfl_dn_2: 0.3581 (0.3608)  loss_vfl_dn_3: 0.3517 (0.3538)  loss_vfl_dn_4: 0.3501 (0.3513)  loss_vfl_dn_5: 0.3481 (0.3506)  time: 0.4850  data: 0.0177  max mem: 5654
Epoch: [68]  [6900/7393]  eta: 0:04:02  lr: 0.000010  loss: 14.8339 (15.1391)  loss_bbox: 0.1390 (0.1457)  loss_bbox_aux_0: 0.1508 (0.1578)  loss_bbox_aux_1: 0.1471 (0.1510)  loss_bbox_aux_2: 0.1465 (0.1482)  loss_bbox_aux_3: 0.1405 (0.1463)  loss_bbox_aux_4: 0.1400 (0.1457)  loss_bbox_aux_5: 0.1783 (0.1918)  loss_bbox_dn_0: 0.2394 (0.2492)  loss_bbox_dn_1: 0.1722 (0.1809)  loss_bbox_dn_2: 0.1490 (0.1609)  loss_bbox_dn_3: 0.1433 (0.1551)  loss_bbox_dn_4: 0.1427 (0.1538)  loss_bbox_dn_5: 0.1427 (0.1538)  loss_giou: 0.4316 (0.4595)  loss_giou_aux_0: 0.4574 (0.4821)  loss_giou_aux_1: 0.4408 (0.4696)  loss_giou_aux_2: 0.4323 (0.4644)  loss_giou_aux_3: 0.4269 (0.4609)  loss_giou_aux_4: 0.4267 (0.4595)  loss_giou_aux_5: 0.5025 (0.5421)  loss_giou_dn_0: 0.5400 (0.5554)  loss_giou_dn_1: 0.4293 (0.4474)  loss_giou_dn_2: 0.4019 (0.4157)  loss_giou_dn_3: 0.3901 (0.4074)  loss_giou_dn_4: 0.3886 (0.4053)  loss_giou_dn_5: 0.3887 (0.4055)  loss_vfl: 0.6238 (0.6465)  loss_vfl_aux_0: 0.7131 (0.7382)  loss_vfl_aux_1: 0.6635 (0.6944)  loss_vfl_aux_2: 0.6369 (0.6700)  loss_vfl_aux_3: 0.6332 (0.6579)  loss_vfl_aux_4: 0.6224 (0.6507)  loss_vfl_aux_5: 0.7171 (0.7312)  loss_vfl_dn_0: 0.4425 (0.4421)  loss_vfl_dn_1: 0.3710 (0.3768)  loss_vfl_dn_2: 0.3553 (0.3608)  loss_vfl_dn_3: 0.3459 (0.3538)  loss_vfl_dn_4: 0.3435 (0.3513)  loss_vfl_dn_5: 0.3446 (0.3506)  time: 0.4952  data: 0.0176  max mem: 5654
Epoch: [68]  [7000/7393]  eta: 0:03:13  lr: 0.000010  loss: 15.5567 (15.1390)  loss_bbox: 0.1347 (0.1456)  loss_bbox_aux_0: 0.1404 (0.1578)  loss_bbox_aux_1: 0.1391 (0.1510)  loss_bbox_aux_2: 0.1380 (0.1482)  loss_bbox_aux_3: 0.1356 (0.1463)  loss_bbox_aux_4: 0.1347 (0.1456)  loss_bbox_aux_5: 0.1685 (0.1918)  loss_bbox_dn_0: 0.2208 (0.2493)  loss_bbox_dn_1: 0.1632 (0.1810)  loss_bbox_dn_2: 0.1367 (0.1609)  loss_bbox_dn_3: 0.1317 (0.1552)  loss_bbox_dn_4: 0.1316 (0.1538)  loss_bbox_dn_5: 0.1316 (0.1538)  loss_giou: 0.4889 (0.4594)  loss_giou_aux_0: 0.5135 (0.4820)  loss_giou_aux_1: 0.4968 (0.4695)  loss_giou_aux_2: 0.4944 (0.4643)  loss_giou_aux_3: 0.4904 (0.4608)  loss_giou_aux_4: 0.4888 (0.4594)  loss_giou_aux_5: 0.5787 (0.5421)  loss_giou_dn_0: 0.5773 (0.5554)  loss_giou_dn_1: 0.4708 (0.4473)  loss_giou_dn_2: 0.4317 (0.4156)  loss_giou_dn_3: 0.4258 (0.4073)  loss_giou_dn_4: 0.4249 (0.4052)  loss_giou_dn_5: 0.4249 (0.4054)  loss_vfl: 0.6439 (0.6466)  loss_vfl_aux_0: 0.7397 (0.7383)  loss_vfl_aux_1: 0.7061 (0.6945)  loss_vfl_aux_2: 0.6573 (0.6701)  loss_vfl_aux_3: 0.6553 (0.6580)  loss_vfl_aux_4: 0.6454 (0.6507)  loss_vfl_aux_5: 0.7213 (0.7314)  loss_vfl_dn_0: 0.4475 (0.4421)  loss_vfl_dn_1: 0.3864 (0.3768)  loss_vfl_dn_2: 0.3714 (0.3608)  loss_vfl_dn_3: 0.3640 (0.3538)  loss_vfl_dn_4: 0.3608 (0.3513)  loss_vfl_dn_5: 0.3605 (0.3506)  time: 0.5055  data: 0.0175  max mem: 5654
Epoch: [68]  [7100/7393]  eta: 0:02:24  lr: 0.000010  loss: 15.0018 (15.1343)  loss_bbox: 0.1345 (0.1456)  loss_bbox_aux_0: 0.1482 (0.1577)  loss_bbox_aux_1: 0.1368 (0.1510)  loss_bbox_aux_2: 0.1384 (0.1482)  loss_bbox_aux_3: 0.1346 (0.1462)  loss_bbox_aux_4: 0.1351 (0.1456)  loss_bbox_aux_5: 0.1725 (0.1918)  loss_bbox_dn_0: 0.2315 (0.2493)  loss_bbox_dn_1: 0.1656 (0.1810)  loss_bbox_dn_2: 0.1453 (0.1609)  loss_bbox_dn_3: 0.1440 (0.1552)  loss_bbox_dn_4: 0.1418 (0.1538)  loss_bbox_dn_5: 0.1419 (0.1538)  loss_giou: 0.4430 (0.4590)  loss_giou_aux_0: 0.4404 (0.4817)  loss_giou_aux_1: 0.4132 (0.4691)  loss_giou_aux_2: 0.4219 (0.4640)  loss_giou_aux_3: 0.4359 (0.4604)  loss_giou_aux_4: 0.4426 (0.4591)  loss_giou_aux_5: 0.5115 (0.5418)  loss_giou_dn_0: 0.5381 (0.5551)  loss_giou_dn_1: 0.4153 (0.4471)  loss_giou_dn_2: 0.3908 (0.4154)  loss_giou_dn_3: 0.3821 (0.4071)  loss_giou_dn_4: 0.3819 (0.4050)  loss_giou_dn_5: 0.3820 (0.4052)  loss_vfl: 0.6273 (0.6465)  loss_vfl_aux_0: 0.7070 (0.7383)  loss_vfl_aux_1: 0.6663 (0.6945)  loss_vfl_aux_2: 0.6577 (0.6701)  loss_vfl_aux_3: 0.6475 (0.6579)  loss_vfl_aux_4: 0.6205 (0.6506)  loss_vfl_aux_5: 0.6801 (0.7313)  loss_vfl_dn_0: 0.4380 (0.4421)  loss_vfl_dn_1: 0.3756 (0.3767)  loss_vfl_dn_2: 0.3624 (0.3608)  loss_vfl_dn_3: 0.3558 (0.3537)  loss_vfl_dn_4: 0.3513 (0.3512)  loss_vfl_dn_5: 0.3500 (0.3506)  time: 0.4806  data: 0.0174  max mem: 5654
Epoch: [68]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.0148 (15.1367)  loss_bbox: 0.1326 (0.1456)  loss_bbox_aux_0: 0.1458 (0.1577)  loss_bbox_aux_1: 0.1451 (0.1510)  loss_bbox_aux_2: 0.1366 (0.1482)  loss_bbox_aux_3: 0.1305 (0.1462)  loss_bbox_aux_4: 0.1321 (0.1456)  loss_bbox_aux_5: 0.1724 (0.1918)  loss_bbox_dn_0: 0.2255 (0.2493)  loss_bbox_dn_1: 0.1622 (0.1809)  loss_bbox_dn_2: 0.1428 (0.1609)  loss_bbox_dn_3: 0.1366 (0.1552)  loss_bbox_dn_4: 0.1342 (0.1538)  loss_bbox_dn_5: 0.1342 (0.1538)  loss_giou: 0.4371 (0.4591)  loss_giou_aux_0: 0.4676 (0.4817)  loss_giou_aux_1: 0.4727 (0.4692)  loss_giou_aux_2: 0.4393 (0.4641)  loss_giou_aux_3: 0.4421 (0.4605)  loss_giou_aux_4: 0.4369 (0.4592)  loss_giou_aux_5: 0.5245 (0.5418)  loss_giou_dn_0: 0.5608 (0.5552)  loss_giou_dn_1: 0.4535 (0.4472)  loss_giou_dn_2: 0.4143 (0.4155)  loss_giou_dn_3: 0.4022 (0.4072)  loss_giou_dn_4: 0.4016 (0.4051)  loss_giou_dn_5: 0.4017 (0.4053)  loss_vfl: 0.6717 (0.6467)  loss_vfl_aux_0: 0.7595 (0.7384)  loss_vfl_aux_1: 0.7034 (0.6946)  loss_vfl_aux_2: 0.6722 (0.6702)  loss_vfl_aux_3: 0.6631 (0.6581)  loss_vfl_aux_4: 0.6784 (0.6508)  loss_vfl_aux_5: 0.7684 (0.7314)  loss_vfl_dn_0: 0.4444 (0.4421)  loss_vfl_dn_1: 0.3840 (0.3768)  loss_vfl_dn_2: 0.3685 (0.3608)  loss_vfl_dn_3: 0.3606 (0.3538)  loss_vfl_dn_4: 0.3567 (0.3513)  loss_vfl_dn_5: 0.3572 (0.3506)  time: 0.4716  data: 0.0177  max mem: 5654
Epoch: [68]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 15.1267 (15.1353)  loss_bbox: 0.1343 (0.1456)  loss_bbox_aux_0: 0.1432 (0.1577)  loss_bbox_aux_1: 0.1466 (0.1510)  loss_bbox_aux_2: 0.1336 (0.1482)  loss_bbox_aux_3: 0.1293 (0.1462)  loss_bbox_aux_4: 0.1338 (0.1456)  loss_bbox_aux_5: 0.1740 (0.1919)  loss_bbox_dn_0: 0.2169 (0.2492)  loss_bbox_dn_1: 0.1590 (0.1809)  loss_bbox_dn_2: 0.1456 (0.1608)  loss_bbox_dn_3: 0.1414 (0.1551)  loss_bbox_dn_4: 0.1367 (0.1538)  loss_bbox_dn_5: 0.1366 (0.1538)  loss_giou: 0.4605 (0.4592)  loss_giou_aux_0: 0.4941 (0.4818)  loss_giou_aux_1: 0.4747 (0.4692)  loss_giou_aux_2: 0.4797 (0.4641)  loss_giou_aux_3: 0.4604 (0.4606)  loss_giou_aux_4: 0.4654 (0.4592)  loss_giou_aux_5: 0.5563 (0.5419)  loss_giou_dn_0: 0.5792 (0.5552)  loss_giou_dn_1: 0.4819 (0.4472)  loss_giou_dn_2: 0.4445 (0.4155)  loss_giou_dn_3: 0.4325 (0.4072)  loss_giou_dn_4: 0.4314 (0.4051)  loss_giou_dn_5: 0.4314 (0.4053)  loss_vfl: 0.6233 (0.6465)  loss_vfl_aux_0: 0.7175 (0.7382)  loss_vfl_aux_1: 0.6751 (0.6945)  loss_vfl_aux_2: 0.6443 (0.6700)  loss_vfl_aux_3: 0.6276 (0.6579)  loss_vfl_aux_4: 0.6309 (0.6506)  loss_vfl_aux_5: 0.7246 (0.7312)  loss_vfl_dn_0: 0.4368 (0.4421)  loss_vfl_dn_1: 0.3773 (0.3767)  loss_vfl_dn_2: 0.3585 (0.3608)  loss_vfl_dn_3: 0.3564 (0.3537)  loss_vfl_dn_4: 0.3544 (0.3513)  loss_vfl_dn_5: 0.3558 (0.3506)  time: 0.4780  data: 0.0178  max mem: 5654
Epoch: [68]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.2637 (15.1352)  loss_bbox: 0.1377 (0.1456)  loss_bbox_aux_0: 0.1575 (0.1577)  loss_bbox_aux_1: 0.1436 (0.1510)  loss_bbox_aux_2: 0.1449 (0.1482)  loss_bbox_aux_3: 0.1432 (0.1462)  loss_bbox_aux_4: 0.1394 (0.1456)  loss_bbox_aux_5: 0.1664 (0.1918)  loss_bbox_dn_0: 0.2063 (0.2492)  loss_bbox_dn_1: 0.1570 (0.1809)  loss_bbox_dn_2: 0.1471 (0.1608)  loss_bbox_dn_3: 0.1415 (0.1551)  loss_bbox_dn_4: 0.1386 (0.1537)  loss_bbox_dn_5: 0.1386 (0.1537)  loss_giou: 0.4904 (0.4592)  loss_giou_aux_0: 0.4934 (0.4818)  loss_giou_aux_1: 0.4833 (0.4693)  loss_giou_aux_2: 0.4811 (0.4641)  loss_giou_aux_3: 0.4851 (0.4606)  loss_giou_aux_4: 0.4915 (0.4593)  loss_giou_aux_5: 0.5523 (0.5420)  loss_giou_dn_0: 0.5734 (0.5552)  loss_giou_dn_1: 0.4551 (0.4471)  loss_giou_dn_2: 0.4267 (0.4154)  loss_giou_dn_3: 0.4237 (0.4071)  loss_giou_dn_4: 0.4250 (0.4050)  loss_giou_dn_5: 0.4254 (0.4052)  loss_vfl: 0.6305 (0.6465)  loss_vfl_aux_0: 0.7274 (0.7383)  loss_vfl_aux_1: 0.6724 (0.6945)  loss_vfl_aux_2: 0.6421 (0.6701)  loss_vfl_aux_3: 0.6336 (0.6579)  loss_vfl_aux_4: 0.6396 (0.6506)  loss_vfl_aux_5: 0.7039 (0.7312)  loss_vfl_dn_0: 0.4447 (0.4421)  loss_vfl_dn_1: 0.3783 (0.3768)  loss_vfl_dn_2: 0.3630 (0.3608)  loss_vfl_dn_3: 0.3541 (0.3537)  loss_vfl_dn_4: 0.3502 (0.3513)  loss_vfl_dn_5: 0.3499 (0.3506)  time: 0.4786  data: 0.0178  max mem: 5654
Epoch: [68] Total time: 1:00:32 (0.4914 s / it)
Averaged stats: lr: 0.000010  loss: 15.2637 (15.1352)  loss_bbox: 0.1377 (0.1456)  loss_bbox_aux_0: 0.1575 (0.1577)  loss_bbox_aux_1: 0.1436 (0.1510)  loss_bbox_aux_2: 0.1449 (0.1482)  loss_bbox_aux_3: 0.1432 (0.1462)  loss_bbox_aux_4: 0.1394 (0.1456)  loss_bbox_aux_5: 0.1664 (0.1918)  loss_bbox_dn_0: 0.2063 (0.2492)  loss_bbox_dn_1: 0.1570 (0.1809)  loss_bbox_dn_2: 0.1471 (0.1608)  loss_bbox_dn_3: 0.1415 (0.1551)  loss_bbox_dn_4: 0.1386 (0.1537)  loss_bbox_dn_5: 0.1386 (0.1537)  loss_giou: 0.4904 (0.4592)  loss_giou_aux_0: 0.4934 (0.4818)  loss_giou_aux_1: 0.4833 (0.4693)  loss_giou_aux_2: 0.4811 (0.4641)  loss_giou_aux_3: 0.4851 (0.4606)  loss_giou_aux_4: 0.4915 (0.4593)  loss_giou_aux_5: 0.5523 (0.5420)  loss_giou_dn_0: 0.5734 (0.5552)  loss_giou_dn_1: 0.4551 (0.4471)  loss_giou_dn_2: 0.4267 (0.4154)  loss_giou_dn_3: 0.4237 (0.4071)  loss_giou_dn_4: 0.4250 (0.4050)  loss_giou_dn_5: 0.4254 (0.4052)  loss_vfl: 0.6305 (0.6465)  loss_vfl_aux_0: 0.7274 (0.7383)  loss_vfl_aux_1: 0.6724 (0.6945)  loss_vfl_aux_2: 0.6421 (0.6701)  loss_vfl_aux_3: 0.6336 (0.6579)  loss_vfl_aux_4: 0.6396 (0.6506)  loss_vfl_aux_5: 0.7039 (0.7312)  loss_vfl_dn_0: 0.4447 (0.4421)  loss_vfl_dn_1: 0.3783 (0.3768)  loss_vfl_dn_2: 0.3630 (0.3608)  loss_vfl_dn_3: 0.3541 (0.3537)  loss_vfl_dn_4: 0.3502 (0.3513)  loss_vfl_dn_5: 0.3499 (0.3506)
Test:  [  0/157]  eta: 0:04:29    time: 1.7148  data: 1.2892  max mem: 5654
Test:  [ 10/157]  eta: 0:01:16    time: 0.5209  data: 0.1396  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3956  data: 0.0247  max mem: 5654
Test:  [ 30/157]  eta: 0:00:55    time: 0.3890  data: 0.0251  max mem: 5654
Test:  [ 40/157]  eta: 0:00:49    time: 0.3897  data: 0.0252  max mem: 5654
Test:  [ 50/157]  eta: 0:00:44    time: 0.3938  data: 0.0249  max mem: 5654
Test:  [ 60/157]  eta: 0:00:51    time: 0.7614  data: 0.0249  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.7513  data: 0.0248  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.3862  data: 0.0248  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.3927  data: 0.0245  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3860  data: 0.0243  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3936  data: 0.0253  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.3905  data: 0.0257  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3804  data: 0.0248  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3756  data: 0.0244  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3636  data: 0.0245  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3530  data: 0.0238  max mem: 5654
Test: Total time: 0:01:09 (0.4427 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=40.67s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.531
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.712
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.573
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.356
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.706
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.658
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.722
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.553
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.769
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.890
best_stat:  {'epoch': 62, 'coco_eval_bbox': 0.5319983068652298}
Epoch: [69]  [   0/7393]  eta: 19:16:29  lr: 0.000010  loss: 13.5352 (13.5352)  loss_bbox: 0.1329 (0.1329)  loss_bbox_aux_0: 0.1631 (0.1631)  loss_bbox_aux_1: 0.1416 (0.1416)  loss_bbox_aux_2: 0.1277 (0.1277)  loss_bbox_aux_3: 0.1329 (0.1329)  loss_bbox_aux_4: 0.1330 (0.1330)  loss_bbox_aux_5: 0.1934 (0.1934)  loss_bbox_dn_0: 0.2243 (0.2243)  loss_bbox_dn_1: 0.1566 (0.1566)  loss_bbox_dn_2: 0.1358 (0.1358)  loss_bbox_dn_3: 0.1275 (0.1275)  loss_bbox_dn_4: 0.1261 (0.1261)  loss_bbox_dn_5: 0.1261 (0.1261)  loss_giou: 0.3776 (0.3776)  loss_giou_aux_0: 0.4140 (0.4140)  loss_giou_aux_1: 0.3941 (0.3941)  loss_giou_aux_2: 0.3809 (0.3809)  loss_giou_aux_3: 0.3789 (0.3789)  loss_giou_aux_4: 0.3786 (0.3786)  loss_giou_aux_5: 0.4602 (0.4602)  loss_giou_dn_0: 0.4950 (0.4950)  loss_giou_dn_1: 0.3866 (0.3866)  loss_giou_dn_2: 0.3436 (0.3436)  loss_giou_dn_3: 0.3329 (0.3329)  loss_giou_dn_4: 0.3309 (0.3309)  loss_giou_dn_5: 0.3311 (0.3311)  loss_vfl: 0.6139 (0.6139)  loss_vfl_aux_0: 0.6750 (0.6750)  loss_vfl_aux_1: 0.6112 (0.6112)  loss_vfl_aux_2: 0.6264 (0.6264)  loss_vfl_aux_3: 0.6091 (0.6091)  loss_vfl_aux_4: 0.6146 (0.6146)  loss_vfl_aux_5: 0.6687 (0.6687)  loss_vfl_dn_0: 0.4391 (0.4391)  loss_vfl_dn_1: 0.3713 (0.3713)  loss_vfl_dn_2: 0.3538 (0.3538)  loss_vfl_dn_3: 0.3437 (0.3437)  loss_vfl_dn_4: 0.3423 (0.3423)  loss_vfl_dn_5: 0.3411 (0.3411)  time: 9.3858  data: 3.6716  max mem: 5654
Epoch: [69]  [ 100/7393]  eta: 1:12:36  lr: 0.000010  loss: 15.1088 (15.1416)  loss_bbox: 0.1446 (0.1421)  loss_bbox_aux_0: 0.1549 (0.1556)  loss_bbox_aux_1: 0.1478 (0.1467)  loss_bbox_aux_2: 0.1452 (0.1436)  loss_bbox_aux_3: 0.1430 (0.1413)  loss_bbox_aux_4: 0.1469 (0.1419)  loss_bbox_aux_5: 0.1846 (0.1863)  loss_bbox_dn_0: 0.2468 (0.2474)  loss_bbox_dn_1: 0.1798 (0.1812)  loss_bbox_dn_2: 0.1612 (0.1606)  loss_bbox_dn_3: 0.1588 (0.1547)  loss_bbox_dn_4: 0.1561 (0.1533)  loss_bbox_dn_5: 0.1561 (0.1534)  loss_giou: 0.4132 (0.4633)  loss_giou_aux_0: 0.4146 (0.4851)  loss_giou_aux_1: 0.4100 (0.4740)  loss_giou_aux_2: 0.4085 (0.4679)  loss_giou_aux_3: 0.4143 (0.4645)  loss_giou_aux_4: 0.4083 (0.4634)  loss_giou_aux_5: 0.4937 (0.5484)  loss_giou_dn_0: 0.5387 (0.5612)  loss_giou_dn_1: 0.4320 (0.4541)  loss_giou_dn_2: 0.3977 (0.4216)  loss_giou_dn_3: 0.3798 (0.4127)  loss_giou_dn_4: 0.3785 (0.4105)  loss_giou_dn_5: 0.3786 (0.4106)  loss_vfl: 0.6536 (0.6381)  loss_vfl_aux_0: 0.7632 (0.7396)  loss_vfl_aux_1: 0.7089 (0.6943)  loss_vfl_aux_2: 0.6818 (0.6651)  loss_vfl_aux_3: 0.6701 (0.6514)  loss_vfl_aux_4: 0.6549 (0.6431)  loss_vfl_aux_5: 0.7366 (0.7255)  loss_vfl_dn_0: 0.4455 (0.4428)  loss_vfl_dn_1: 0.3807 (0.3778)  loss_vfl_dn_2: 0.3579 (0.3615)  loss_vfl_dn_3: 0.3523 (0.3543)  loss_vfl_dn_4: 0.3534 (0.3518)  loss_vfl_dn_5: 0.3528 (0.3509)  time: 0.5075  data: 0.0143  max mem: 5654
Epoch: [69]  [ 200/7393]  eta: 1:05:21  lr: 0.000010  loss: 15.2055 (15.1736)  loss_bbox: 0.1327 (0.1419)  loss_bbox_aux_0: 0.1461 (0.1539)  loss_bbox_aux_1: 0.1386 (0.1458)  loss_bbox_aux_2: 0.1356 (0.1430)  loss_bbox_aux_3: 0.1326 (0.1413)  loss_bbox_aux_4: 0.1346 (0.1412)  loss_bbox_aux_5: 0.1809 (0.1861)  loss_bbox_dn_0: 0.2351 (0.2408)  loss_bbox_dn_1: 0.1706 (0.1752)  loss_bbox_dn_2: 0.1529 (0.1555)  loss_bbox_dn_3: 0.1442 (0.1499)  loss_bbox_dn_4: 0.1439 (0.1485)  loss_bbox_dn_5: 0.1439 (0.1485)  loss_giou: 0.4826 (0.4740)  loss_giou_aux_0: 0.5074 (0.4949)  loss_giou_aux_1: 0.4786 (0.4825)  loss_giou_aux_2: 0.4924 (0.4772)  loss_giou_aux_3: 0.4862 (0.4744)  loss_giou_aux_4: 0.4799 (0.4735)  loss_giou_aux_5: 0.5423 (0.5577)  loss_giou_dn_0: 0.5594 (0.5632)  loss_giou_dn_1: 0.4693 (0.4560)  loss_giou_dn_2: 0.4413 (0.4238)  loss_giou_dn_3: 0.4330 (0.4154)  loss_giou_dn_4: 0.4313 (0.4133)  loss_giou_dn_5: 0.4319 (0.4134)  loss_vfl: 0.6222 (0.6355)  loss_vfl_aux_0: 0.7300 (0.7364)  loss_vfl_aux_1: 0.6855 (0.6910)  loss_vfl_aux_2: 0.6431 (0.6629)  loss_vfl_aux_3: 0.6299 (0.6497)  loss_vfl_aux_4: 0.6226 (0.6406)  loss_vfl_aux_5: 0.7174 (0.7224)  loss_vfl_dn_0: 0.4385 (0.4428)  loss_vfl_dn_1: 0.3750 (0.3783)  loss_vfl_dn_2: 0.3599 (0.3625)  loss_vfl_dn_3: 0.3538 (0.3555)  loss_vfl_dn_4: 0.3508 (0.3530)  loss_vfl_dn_5: 0.3501 (0.3521)  time: 0.4901  data: 0.0145  max mem: 5654
Epoch: [69]  [ 300/7393]  eta: 1:02:07  lr: 0.000010  loss: 15.3181 (15.1677)  loss_bbox: 0.1433 (0.1422)  loss_bbox_aux_0: 0.1539 (0.1547)  loss_bbox_aux_1: 0.1459 (0.1465)  loss_bbox_aux_2: 0.1408 (0.1439)  loss_bbox_aux_3: 0.1435 (0.1421)  loss_bbox_aux_4: 0.1421 (0.1418)  loss_bbox_aux_5: 0.1804 (0.1867)  loss_bbox_dn_0: 0.2362 (0.2422)  loss_bbox_dn_1: 0.1643 (0.1755)  loss_bbox_dn_2: 0.1450 (0.1558)  loss_bbox_dn_3: 0.1398 (0.1501)  loss_bbox_dn_4: 0.1386 (0.1486)  loss_bbox_dn_5: 0.1387 (0.1487)  loss_giou: 0.4791 (0.4711)  loss_giou_aux_0: 0.4944 (0.4925)  loss_giou_aux_1: 0.4914 (0.4794)  loss_giou_aux_2: 0.4671 (0.4748)  loss_giou_aux_3: 0.4643 (0.4715)  loss_giou_aux_4: 0.4784 (0.4707)  loss_giou_aux_5: 0.5506 (0.5545)  loss_giou_dn_0: 0.5659 (0.5623)  loss_giou_dn_1: 0.4540 (0.4544)  loss_giou_dn_2: 0.4171 (0.4221)  loss_giou_dn_3: 0.4096 (0.4137)  loss_giou_dn_4: 0.4063 (0.4116)  loss_giou_dn_5: 0.4064 (0.4118)  loss_vfl: 0.6158 (0.6368)  loss_vfl_aux_0: 0.7048 (0.7374)  loss_vfl_aux_1: 0.6757 (0.6941)  loss_vfl_aux_2: 0.6674 (0.6651)  loss_vfl_aux_3: 0.6409 (0.6520)  loss_vfl_aux_4: 0.6277 (0.6423)  loss_vfl_aux_5: 0.7582 (0.7251)  loss_vfl_dn_0: 0.4490 (0.4433)  loss_vfl_dn_1: 0.3824 (0.3788)  loss_vfl_dn_2: 0.3682 (0.3628)  loss_vfl_dn_3: 0.3632 (0.3556)  loss_vfl_dn_4: 0.3592 (0.3530)  loss_vfl_dn_5: 0.3581 (0.3522)  time: 0.4928  data: 0.0144  max mem: 5654
Epoch: [69]  [ 400/7393]  eta: 1:00:07  lr: 0.000010  loss: 14.6223 (15.1596)  loss_bbox: 0.1219 (0.1426)  loss_bbox_aux_0: 0.1340 (0.1547)  loss_bbox_aux_1: 0.1304 (0.1464)  loss_bbox_aux_2: 0.1276 (0.1442)  loss_bbox_aux_3: 0.1214 (0.1428)  loss_bbox_aux_4: 0.1218 (0.1422)  loss_bbox_aux_5: 0.1690 (0.1865)  loss_bbox_dn_0: 0.2180 (0.2413)  loss_bbox_dn_1: 0.1573 (0.1748)  loss_bbox_dn_2: 0.1428 (0.1553)  loss_bbox_dn_3: 0.1369 (0.1497)  loss_bbox_dn_4: 0.1356 (0.1483)  loss_bbox_dn_5: 0.1357 (0.1483)  loss_giou: 0.4426 (0.4711)  loss_giou_aux_0: 0.4685 (0.4922)  loss_giou_aux_1: 0.4617 (0.4795)  loss_giou_aux_2: 0.4654 (0.4751)  loss_giou_aux_3: 0.4521 (0.4718)  loss_giou_aux_4: 0.4479 (0.4707)  loss_giou_aux_5: 0.5205 (0.5529)  loss_giou_dn_0: 0.5421 (0.5611)  loss_giou_dn_1: 0.4438 (0.4536)  loss_giou_dn_2: 0.4078 (0.4215)  loss_giou_dn_3: 0.3996 (0.4133)  loss_giou_dn_4: 0.3971 (0.4112)  loss_giou_dn_5: 0.3976 (0.4115)  loss_vfl: 0.6254 (0.6363)  loss_vfl_aux_0: 0.6966 (0.7359)  loss_vfl_aux_1: 0.6657 (0.6943)  loss_vfl_aux_2: 0.6663 (0.6652)  loss_vfl_aux_3: 0.6572 (0.6509)  loss_vfl_aux_4: 0.6482 (0.6416)  loss_vfl_aux_5: 0.7369 (0.7267)  loss_vfl_dn_0: 0.4381 (0.4436)  loss_vfl_dn_1: 0.3801 (0.3790)  loss_vfl_dn_2: 0.3651 (0.3629)  loss_vfl_dn_3: 0.3576 (0.3555)  loss_vfl_dn_4: 0.3546 (0.3529)  loss_vfl_dn_5: 0.3529 (0.3521)  time: 0.4835  data: 0.0146  max mem: 5654
Epoch: [69]  [ 500/7393]  eta: 0:58:23  lr: 0.000010  loss: 14.9269 (15.1378)  loss_bbox: 0.1463 (0.1423)  loss_bbox_aux_0: 0.1606 (0.1543)  loss_bbox_aux_1: 0.1582 (0.1463)  loss_bbox_aux_2: 0.1470 (0.1442)  loss_bbox_aux_3: 0.1380 (0.1423)  loss_bbox_aux_4: 0.1414 (0.1419)  loss_bbox_aux_5: 0.1853 (0.1866)  loss_bbox_dn_0: 0.2622 (0.2421)  loss_bbox_dn_1: 0.1849 (0.1754)  loss_bbox_dn_2: 0.1673 (0.1556)  loss_bbox_dn_3: 0.1605 (0.1499)  loss_bbox_dn_4: 0.1601 (0.1485)  loss_bbox_dn_5: 0.1601 (0.1486)  loss_giou: 0.3977 (0.4678)  loss_giou_aux_0: 0.4242 (0.4892)  loss_giou_aux_1: 0.4090 (0.4765)  loss_giou_aux_2: 0.4055 (0.4722)  loss_giou_aux_3: 0.4022 (0.4686)  loss_giou_aux_4: 0.3970 (0.4676)  loss_giou_aux_5: 0.4942 (0.5503)  loss_giou_dn_0: 0.5262 (0.5593)  loss_giou_dn_1: 0.4142 (0.4514)  loss_giou_dn_2: 0.3771 (0.4194)  loss_giou_dn_3: 0.3671 (0.4111)  loss_giou_dn_4: 0.3649 (0.4090)  loss_giou_dn_5: 0.3649 (0.4092)  loss_vfl: 0.6688 (0.6388)  loss_vfl_aux_0: 0.7636 (0.7379)  loss_vfl_aux_1: 0.7357 (0.6960)  loss_vfl_aux_2: 0.6912 (0.6666)  loss_vfl_aux_3: 0.6885 (0.6535)  loss_vfl_aux_4: 0.6678 (0.6439)  loss_vfl_aux_5: 0.7641 (0.7289)  loss_vfl_dn_0: 0.4402 (0.4430)  loss_vfl_dn_1: 0.3708 (0.3783)  loss_vfl_dn_2: 0.3525 (0.3623)  loss_vfl_dn_3: 0.3446 (0.3550)  loss_vfl_dn_4: 0.3458 (0.3524)  loss_vfl_dn_5: 0.3459 (0.3516)  time: 0.4671  data: 0.0148  max mem: 5654
Epoch: [69]  [ 600/7393]  eta: 0:56:56  lr: 0.000010  loss: 14.3221 (15.0945)  loss_bbox: 0.1441 (0.1427)  loss_bbox_aux_0: 0.1478 (0.1542)  loss_bbox_aux_1: 0.1453 (0.1465)  loss_bbox_aux_2: 0.1455 (0.1445)  loss_bbox_aux_3: 0.1433 (0.1426)  loss_bbox_aux_4: 0.1447 (0.1424)  loss_bbox_aux_5: 0.1736 (0.1862)  loss_bbox_dn_0: 0.2286 (0.2427)  loss_bbox_dn_1: 0.1678 (0.1754)  loss_bbox_dn_2: 0.1558 (0.1555)  loss_bbox_dn_3: 0.1493 (0.1498)  loss_bbox_dn_4: 0.1459 (0.1484)  loss_bbox_dn_5: 0.1459 (0.1484)  loss_giou: 0.4460 (0.4670)  loss_giou_aux_0: 0.4678 (0.4878)  loss_giou_aux_1: 0.4501 (0.4751)  loss_giou_aux_2: 0.4406 (0.4709)  loss_giou_aux_3: 0.4479 (0.4677)  loss_giou_aux_4: 0.4443 (0.4667)  loss_giou_aux_5: 0.5203 (0.5493)  loss_giou_dn_0: 0.5379 (0.5576)  loss_giou_dn_1: 0.4221 (0.4493)  loss_giou_dn_2: 0.3797 (0.4172)  loss_giou_dn_3: 0.3686 (0.4090)  loss_giou_dn_4: 0.3673 (0.4069)  loss_giou_dn_5: 0.3679 (0.4071)  loss_vfl: 0.6046 (0.6350)  loss_vfl_aux_0: 0.6954 (0.7353)  loss_vfl_aux_1: 0.6350 (0.6919)  loss_vfl_aux_2: 0.6218 (0.6634)  loss_vfl_aux_3: 0.6112 (0.6499)  loss_vfl_aux_4: 0.6078 (0.6400)  loss_vfl_aux_5: 0.7029 (0.7262)  loss_vfl_dn_0: 0.4374 (0.4431)  loss_vfl_dn_1: 0.3738 (0.3782)  loss_vfl_dn_2: 0.3570 (0.3621)  loss_vfl_dn_3: 0.3540 (0.3547)  loss_vfl_dn_4: 0.3511 (0.3522)  loss_vfl_dn_5: 0.3502 (0.3514)  time: 0.4666  data: 0.0145  max mem: 5654
Epoch: [69]  [ 700/7393]  eta: 0:55:34  lr: 0.000010  loss: 15.0704 (15.1047)  loss_bbox: 0.1226 (0.1436)  loss_bbox_aux_0: 0.1333 (0.1552)  loss_bbox_aux_1: 0.1302 (0.1478)  loss_bbox_aux_2: 0.1268 (0.1456)  loss_bbox_aux_3: 0.1252 (0.1436)  loss_bbox_aux_4: 0.1253 (0.1434)  loss_bbox_aux_5: 0.1604 (0.1874)  loss_bbox_dn_0: 0.2001 (0.2444)  loss_bbox_dn_1: 0.1350 (0.1768)  loss_bbox_dn_2: 0.1254 (0.1568)  loss_bbox_dn_3: 0.1185 (0.1509)  loss_bbox_dn_4: 0.1163 (0.1495)  loss_bbox_dn_5: 0.1163 (0.1495)  loss_giou: 0.4993 (0.4661)  loss_giou_aux_0: 0.5076 (0.4867)  loss_giou_aux_1: 0.4977 (0.4743)  loss_giou_aux_2: 0.4840 (0.4702)  loss_giou_aux_3: 0.4997 (0.4668)  loss_giou_aux_4: 0.4992 (0.4658)  loss_giou_aux_5: 0.5724 (0.5485)  loss_giou_dn_0: 0.5746 (0.5572)  loss_giou_dn_1: 0.4749 (0.4488)  loss_giou_dn_2: 0.4433 (0.4168)  loss_giou_dn_3: 0.4323 (0.4085)  loss_giou_dn_4: 0.4325 (0.4063)  loss_giou_dn_5: 0.4327 (0.4066)  loss_vfl: 0.5950 (0.6360)  loss_vfl_aux_0: 0.6910 (0.7364)  loss_vfl_aux_1: 0.6284 (0.6918)  loss_vfl_aux_2: 0.6255 (0.6635)  loss_vfl_aux_3: 0.6218 (0.6505)  loss_vfl_aux_4: 0.6025 (0.6410)  loss_vfl_aux_5: 0.6951 (0.7266)  loss_vfl_dn_0: 0.4450 (0.4434)  loss_vfl_dn_1: 0.3781 (0.3782)  loss_vfl_dn_2: 0.3636 (0.3621)  loss_vfl_dn_3: 0.3551 (0.3547)  loss_vfl_dn_4: 0.3535 (0.3522)  loss_vfl_dn_5: 0.3521 (0.3514)  time: 0.4729  data: 0.0147  max mem: 5654
Epoch: [69]  [ 800/7393]  eta: 0:54:27  lr: 0.000010  loss: 14.9618 (15.0905)  loss_bbox: 0.1433 (0.1432)  loss_bbox_aux_0: 0.1580 (0.1550)  loss_bbox_aux_1: 0.1521 (0.1475)  loss_bbox_aux_2: 0.1485 (0.1452)  loss_bbox_aux_3: 0.1427 (0.1432)  loss_bbox_aux_4: 0.1428 (0.1430)  loss_bbox_aux_5: 0.1889 (0.1872)  loss_bbox_dn_0: 0.2366 (0.2437)  loss_bbox_dn_1: 0.1787 (0.1763)  loss_bbox_dn_2: 0.1646 (0.1565)  loss_bbox_dn_3: 0.1581 (0.1507)  loss_bbox_dn_4: 0.1559 (0.1493)  loss_bbox_dn_5: 0.1559 (0.1493)  loss_giou: 0.4418 (0.4660)  loss_giou_aux_0: 0.4524 (0.4866)  loss_giou_aux_1: 0.4495 (0.4744)  loss_giou_aux_2: 0.4431 (0.4700)  loss_giou_aux_3: 0.4513 (0.4667)  loss_giou_aux_4: 0.4473 (0.4657)  loss_giou_aux_5: 0.5222 (0.5487)  loss_giou_dn_0: 0.5545 (0.5574)  loss_giou_dn_1: 0.4425 (0.4489)  loss_giou_dn_2: 0.4117 (0.4168)  loss_giou_dn_3: 0.4061 (0.4086)  loss_giou_dn_4: 0.4044 (0.4065)  loss_giou_dn_5: 0.4051 (0.4067)  loss_vfl: 0.6088 (0.6352)  loss_vfl_aux_0: 0.6941 (0.7349)  loss_vfl_aux_1: 0.6729 (0.6899)  loss_vfl_aux_2: 0.6377 (0.6623)  loss_vfl_aux_3: 0.6171 (0.6492)  loss_vfl_aux_4: 0.6161 (0.6402)  loss_vfl_aux_5: 0.6885 (0.7255)  loss_vfl_dn_0: 0.4366 (0.4429)  loss_vfl_dn_1: 0.3739 (0.3780)  loss_vfl_dn_2: 0.3620 (0.3618)  loss_vfl_dn_3: 0.3587 (0.3545)  loss_vfl_dn_4: 0.3556 (0.3520)  loss_vfl_dn_5: 0.3539 (0.3512)  time: 0.4707  data: 0.0147  max mem: 5654
Epoch: [69]  [ 900/7393]  eta: 0:53:21  lr: 0.000010  loss: 14.4754 (15.0677)  loss_bbox: 0.1380 (0.1429)  loss_bbox_aux_0: 0.1489 (0.1551)  loss_bbox_aux_1: 0.1318 (0.1475)  loss_bbox_aux_2: 0.1342 (0.1449)  loss_bbox_aux_3: 0.1384 (0.1430)  loss_bbox_aux_4: 0.1380 (0.1428)  loss_bbox_aux_5: 0.1648 (0.1875)  loss_bbox_dn_0: 0.2269 (0.2437)  loss_bbox_dn_1: 0.1577 (0.1763)  loss_bbox_dn_2: 0.1348 (0.1565)  loss_bbox_dn_3: 0.1319 (0.1508)  loss_bbox_dn_4: 0.1307 (0.1494)  loss_bbox_dn_5: 0.1308 (0.1494)  loss_giou: 0.4188 (0.4642)  loss_giou_aux_0: 0.4480 (0.4855)  loss_giou_aux_1: 0.4291 (0.4729)  loss_giou_aux_2: 0.4360 (0.4683)  loss_giou_aux_3: 0.4257 (0.4651)  loss_giou_aux_4: 0.4239 (0.4639)  loss_giou_aux_5: 0.5112 (0.5475)  loss_giou_dn_0: 0.5357 (0.5564)  loss_giou_dn_1: 0.4344 (0.4479)  loss_giou_dn_2: 0.3993 (0.4160)  loss_giou_dn_3: 0.3918 (0.4077)  loss_giou_dn_4: 0.3906 (0.4056)  loss_giou_dn_5: 0.3914 (0.4058)  loss_vfl: 0.6249 (0.6352)  loss_vfl_aux_0: 0.6980 (0.7334)  loss_vfl_aux_1: 0.6546 (0.6888)  loss_vfl_aux_2: 0.6317 (0.6617)  loss_vfl_aux_3: 0.6260 (0.6489)  loss_vfl_aux_4: 0.6232 (0.6400)  loss_vfl_aux_5: 0.6933 (0.7241)  loss_vfl_dn_0: 0.4314 (0.4427)  loss_vfl_dn_1: 0.3694 (0.3776)  loss_vfl_dn_2: 0.3518 (0.3615)  loss_vfl_dn_3: 0.3471 (0.3543)  loss_vfl_dn_4: 0.3458 (0.3518)  loss_vfl_dn_5: 0.3451 (0.3511)  time: 0.4722  data: 0.0141  max mem: 5654
Epoch: [69]  [1000/7393]  eta: 0:52:23  lr: 0.000010  loss: 14.7208 (15.0622)  loss_bbox: 0.1509 (0.1430)  loss_bbox_aux_0: 0.1773 (0.1551)  loss_bbox_aux_1: 0.1658 (0.1475)  loss_bbox_aux_2: 0.1571 (0.1449)  loss_bbox_aux_3: 0.1555 (0.1430)  loss_bbox_aux_4: 0.1509 (0.1427)  loss_bbox_aux_5: 0.2083 (0.1877)  loss_bbox_dn_0: 0.2849 (0.2441)  loss_bbox_dn_1: 0.2075 (0.1766)  loss_bbox_dn_2: 0.1824 (0.1569)  loss_bbox_dn_3: 0.1741 (0.1512)  loss_bbox_dn_4: 0.1717 (0.1498)  loss_bbox_dn_5: 0.1717 (0.1498)  loss_giou: 0.3913 (0.4627)  loss_giou_aux_0: 0.4220 (0.4838)  loss_giou_aux_1: 0.3981 (0.4712)  loss_giou_aux_2: 0.3864 (0.4666)  loss_giou_aux_3: 0.3961 (0.4635)  loss_giou_aux_4: 0.3914 (0.4624)  loss_giou_aux_5: 0.5047 (0.5458)  loss_giou_dn_0: 0.5170 (0.5553)  loss_giou_dn_1: 0.4012 (0.4467)  loss_giou_dn_2: 0.3700 (0.4149)  loss_giou_dn_3: 0.3535 (0.4066)  loss_giou_dn_4: 0.3534 (0.4045)  loss_giou_dn_5: 0.3538 (0.4048)  loss_vfl: 0.6450 (0.6365)  loss_vfl_aux_0: 0.7630 (0.7346)  loss_vfl_aux_1: 0.7150 (0.6903)  loss_vfl_aux_2: 0.7076 (0.6638)  loss_vfl_aux_3: 0.6612 (0.6504)  loss_vfl_aux_4: 0.6656 (0.6415)  loss_vfl_aux_5: 0.7576 (0.7257)  loss_vfl_dn_0: 0.4455 (0.4428)  loss_vfl_dn_1: 0.3662 (0.3774)  loss_vfl_dn_2: 0.3504 (0.3613)  loss_vfl_dn_3: 0.3429 (0.3542)  loss_vfl_dn_4: 0.3410 (0.3517)  loss_vfl_dn_5: 0.3393 (0.3509)  time: 0.4706  data: 0.0139  max mem: 5654
Epoch: [69]  [1100/7393]  eta: 0:51:29  lr: 0.000010  loss: 14.7954 (15.0668)  loss_bbox: 0.1359 (0.1434)  loss_bbox_aux_0: 0.1380 (0.1557)  loss_bbox_aux_1: 0.1401 (0.1481)  loss_bbox_aux_2: 0.1385 (0.1453)  loss_bbox_aux_3: 0.1335 (0.1434)  loss_bbox_aux_4: 0.1344 (0.1431)  loss_bbox_aux_5: 0.1725 (0.1887)  loss_bbox_dn_0: 0.2104 (0.2449)  loss_bbox_dn_1: 0.1518 (0.1772)  loss_bbox_dn_2: 0.1366 (0.1574)  loss_bbox_dn_3: 0.1338 (0.1517)  loss_bbox_dn_4: 0.1326 (0.1503)  loss_bbox_dn_5: 0.1326 (0.1503)  loss_giou: 0.4198 (0.4620)  loss_giou_aux_0: 0.4374 (0.4835)  loss_giou_aux_1: 0.4310 (0.4707)  loss_giou_aux_2: 0.4229 (0.4660)  loss_giou_aux_3: 0.4176 (0.4629)  loss_giou_aux_4: 0.4185 (0.4619)  loss_giou_aux_5: 0.5181 (0.5456)  loss_giou_dn_0: 0.5239 (0.5551)  loss_giou_dn_1: 0.4150 (0.4465)  loss_giou_dn_2: 0.3798 (0.4146)  loss_giou_dn_3: 0.3721 (0.4063)  loss_giou_dn_4: 0.3727 (0.4042)  loss_giou_dn_5: 0.3733 (0.4045)  loss_vfl: 0.6370 (0.6375)  loss_vfl_aux_0: 0.7186 (0.7346)  loss_vfl_aux_1: 0.6897 (0.6904)  loss_vfl_aux_2: 0.6737 (0.6644)  loss_vfl_aux_3: 0.6499 (0.6510)  loss_vfl_aux_4: 0.6525 (0.6424)  loss_vfl_aux_5: 0.7154 (0.7259)  loss_vfl_dn_0: 0.4382 (0.4426)  loss_vfl_dn_1: 0.3736 (0.3771)  loss_vfl_dn_2: 0.3574 (0.3612)  loss_vfl_dn_3: 0.3518 (0.3541)  loss_vfl_dn_4: 0.3479 (0.3515)  loss_vfl_dn_5: 0.3491 (0.3508)  time: 0.4787  data: 0.0147  max mem: 5654
Epoch: [69]  [1200/7393]  eta: 0:50:36  lr: 0.000010  loss: 15.2919 (15.0605)  loss_bbox: 0.1351 (0.1437)  loss_bbox_aux_0: 0.1424 (0.1560)  loss_bbox_aux_1: 0.1381 (0.1486)  loss_bbox_aux_2: 0.1338 (0.1457)  loss_bbox_aux_3: 0.1380 (0.1439)  loss_bbox_aux_4: 0.1346 (0.1434)  loss_bbox_aux_5: 0.1754 (0.1891)  loss_bbox_dn_0: 0.2230 (0.2456)  loss_bbox_dn_1: 0.1674 (0.1777)  loss_bbox_dn_2: 0.1522 (0.1577)  loss_bbox_dn_3: 0.1465 (0.1520)  loss_bbox_dn_4: 0.1436 (0.1506)  loss_bbox_dn_5: 0.1436 (0.1506)  loss_giou: 0.4489 (0.4615)  loss_giou_aux_0: 0.4659 (0.4829)  loss_giou_aux_1: 0.4627 (0.4703)  loss_giou_aux_2: 0.4552 (0.4655)  loss_giou_aux_3: 0.4509 (0.4624)  loss_giou_aux_4: 0.4466 (0.4613)  loss_giou_aux_5: 0.5344 (0.5448)  loss_giou_dn_0: 0.5499 (0.5546)  loss_giou_dn_1: 0.4451 (0.4461)  loss_giou_dn_2: 0.4114 (0.4142)  loss_giou_dn_3: 0.4050 (0.4059)  loss_giou_dn_4: 0.4034 (0.4038)  loss_giou_dn_5: 0.4038 (0.4040)  loss_vfl: 0.6494 (0.6370)  loss_vfl_aux_0: 0.7470 (0.7342)  loss_vfl_aux_1: 0.6993 (0.6897)  loss_vfl_aux_2: 0.6779 (0.6635)  loss_vfl_aux_3: 0.6624 (0.6504)  loss_vfl_aux_4: 0.6611 (0.6420)  loss_vfl_aux_5: 0.7128 (0.7260)  loss_vfl_dn_0: 0.4424 (0.4425)  loss_vfl_dn_1: 0.3770 (0.3769)  loss_vfl_dn_2: 0.3638 (0.3609)  loss_vfl_dn_3: 0.3584 (0.3538)  loss_vfl_dn_4: 0.3555 (0.3513)  loss_vfl_dn_5: 0.3555 (0.3506)  time: 0.4742  data: 0.0147  max mem: 5654
Epoch: [69]  [1300/7393]  eta: 0:49:42  lr: 0.000010  loss: 15.0157 (15.0502)  loss_bbox: 0.1344 (0.1435)  loss_bbox_aux_0: 0.1436 (0.1557)  loss_bbox_aux_1: 0.1354 (0.1485)  loss_bbox_aux_2: 0.1328 (0.1456)  loss_bbox_aux_3: 0.1351 (0.1438)  loss_bbox_aux_4: 0.1371 (0.1433)  loss_bbox_aux_5: 0.1775 (0.1892)  loss_bbox_dn_0: 0.2279 (0.2458)  loss_bbox_dn_1: 0.1586 (0.1778)  loss_bbox_dn_2: 0.1488 (0.1578)  loss_bbox_dn_3: 0.1406 (0.1521)  loss_bbox_dn_4: 0.1375 (0.1507)  loss_bbox_dn_5: 0.1375 (0.1507)  loss_giou: 0.4405 (0.4601)  loss_giou_aux_0: 0.4606 (0.4817)  loss_giou_aux_1: 0.4458 (0.4691)  loss_giou_aux_2: 0.4401 (0.4643)  loss_giou_aux_3: 0.4422 (0.4612)  loss_giou_aux_4: 0.4404 (0.4600)  loss_giou_aux_5: 0.5271 (0.5437)  loss_giou_dn_0: 0.5432 (0.5543)  loss_giou_dn_1: 0.4379 (0.4457)  loss_giou_dn_2: 0.4017 (0.4138)  loss_giou_dn_3: 0.3925 (0.4055)  loss_giou_dn_4: 0.3921 (0.4034)  loss_giou_dn_5: 0.3920 (0.4036)  loss_vfl: 0.6564 (0.6376)  loss_vfl_aux_0: 0.7363 (0.7346)  loss_vfl_aux_1: 0.6875 (0.6897)  loss_vfl_aux_2: 0.6603 (0.6636)  loss_vfl_aux_3: 0.6586 (0.6506)  loss_vfl_aux_4: 0.6555 (0.6425)  loss_vfl_aux_5: 0.7290 (0.7263)  loss_vfl_dn_0: 0.4392 (0.4422)  loss_vfl_dn_1: 0.3739 (0.3767)  loss_vfl_dn_2: 0.3624 (0.3607)  loss_vfl_dn_3: 0.3557 (0.3536)  loss_vfl_dn_4: 0.3536 (0.3511)  loss_vfl_dn_5: 0.3559 (0.3504)  time: 0.4787  data: 0.0146  max mem: 5654
Epoch: [69]  [1400/7393]  eta: 0:48:53  lr: 0.000010  loss: 14.8392 (15.0512)  loss_bbox: 0.1373 (0.1434)  loss_bbox_aux_0: 0.1381 (0.1555)  loss_bbox_aux_1: 0.1358 (0.1483)  loss_bbox_aux_2: 0.1366 (0.1455)  loss_bbox_aux_3: 0.1387 (0.1437)  loss_bbox_aux_4: 0.1377 (0.1432)  loss_bbox_aux_5: 0.1833 (0.1889)  loss_bbox_dn_0: 0.2375 (0.2453)  loss_bbox_dn_1: 0.1692 (0.1774)  loss_bbox_dn_2: 0.1538 (0.1575)  loss_bbox_dn_3: 0.1436 (0.1518)  loss_bbox_dn_4: 0.1427 (0.1504)  loss_bbox_dn_5: 0.1427 (0.1504)  loss_giou: 0.4112 (0.4605)  loss_giou_aux_0: 0.4167 (0.4820)  loss_giou_aux_1: 0.4211 (0.4696)  loss_giou_aux_2: 0.4114 (0.4648)  loss_giou_aux_3: 0.4122 (0.4617)  loss_giou_aux_4: 0.4115 (0.4604)  loss_giou_aux_5: 0.4767 (0.5437)  loss_giou_dn_0: 0.5198 (0.5543)  loss_giou_dn_1: 0.4205 (0.4458)  loss_giou_dn_2: 0.3876 (0.4141)  loss_giou_dn_3: 0.3770 (0.4058)  loss_giou_dn_4: 0.3743 (0.4037)  loss_giou_dn_5: 0.3743 (0.4039)  loss_vfl: 0.6242 (0.6378)  loss_vfl_aux_0: 0.7289 (0.7346)  loss_vfl_aux_1: 0.6706 (0.6894)  loss_vfl_aux_2: 0.6477 (0.6635)  loss_vfl_aux_3: 0.6251 (0.6504)  loss_vfl_aux_4: 0.6227 (0.6427)  loss_vfl_aux_5: 0.7313 (0.7265)  loss_vfl_dn_0: 0.4458 (0.4422)  loss_vfl_dn_1: 0.3789 (0.3767)  loss_vfl_dn_2: 0.3618 (0.3608)  loss_vfl_dn_3: 0.3544 (0.3537)  loss_vfl_dn_4: 0.3504 (0.3511)  loss_vfl_dn_5: 0.3478 (0.3504)  time: 0.5013  data: 0.0152  max mem: 5654
Epoch: [69]  [1500/7393]  eta: 0:47:59  lr: 0.000010  loss: 15.1039 (15.0560)  loss_bbox: 0.1503 (0.1440)  loss_bbox_aux_0: 0.1614 (0.1561)  loss_bbox_aux_1: 0.1538 (0.1488)  loss_bbox_aux_2: 0.1502 (0.1460)  loss_bbox_aux_3: 0.1489 (0.1442)  loss_bbox_aux_4: 0.1503 (0.1437)  loss_bbox_aux_5: 0.2012 (0.1897)  loss_bbox_dn_0: 0.2592 (0.2463)  loss_bbox_dn_1: 0.1824 (0.1781)  loss_bbox_dn_2: 0.1655 (0.1582)  loss_bbox_dn_3: 0.1568 (0.1524)  loss_bbox_dn_4: 0.1541 (0.1510)  loss_bbox_dn_5: 0.1541 (0.1510)  loss_giou: 0.4075 (0.4601)  loss_giou_aux_0: 0.4630 (0.4817)  loss_giou_aux_1: 0.4524 (0.4692)  loss_giou_aux_2: 0.4235 (0.4644)  loss_giou_aux_3: 0.4164 (0.4613)  loss_giou_aux_4: 0.4104 (0.4600)  loss_giou_aux_5: 0.5079 (0.5434)  loss_giou_dn_0: 0.5310 (0.5541)  loss_giou_dn_1: 0.4164 (0.4455)  loss_giou_dn_2: 0.3924 (0.4137)  loss_giou_dn_3: 0.3835 (0.4054)  loss_giou_dn_4: 0.3825 (0.4032)  loss_giou_dn_5: 0.3827 (0.4034)  loss_vfl: 0.6354 (0.6382)  loss_vfl_aux_0: 0.7283 (0.7347)  loss_vfl_aux_1: 0.6789 (0.6896)  loss_vfl_aux_2: 0.6631 (0.6639)  loss_vfl_aux_3: 0.6441 (0.6510)  loss_vfl_aux_4: 0.6445 (0.6431)  loss_vfl_aux_5: 0.7245 (0.7267)  loss_vfl_dn_0: 0.4440 (0.4421)  loss_vfl_dn_1: 0.3682 (0.3765)  loss_vfl_dn_2: 0.3516 (0.3606)  loss_vfl_dn_3: 0.3414 (0.3535)  loss_vfl_dn_4: 0.3401 (0.3509)  loss_vfl_dn_5: 0.3408 (0.3502)  time: 0.4864  data: 0.0155  max mem: 5654
Epoch: [69]  [1600/7393]  eta: 0:47:06  lr: 0.000010  loss: 15.2844 (15.0587)  loss_bbox: 0.1383 (0.1442)  loss_bbox_aux_0: 0.1474 (0.1565)  loss_bbox_aux_1: 0.1403 (0.1492)  loss_bbox_aux_2: 0.1435 (0.1463)  loss_bbox_aux_3: 0.1358 (0.1445)  loss_bbox_aux_4: 0.1383 (0.1440)  loss_bbox_aux_5: 0.1949 (0.1902)  loss_bbox_dn_0: 0.2410 (0.2471)  loss_bbox_dn_1: 0.1745 (0.1787)  loss_bbox_dn_2: 0.1575 (0.1588)  loss_bbox_dn_3: 0.1478 (0.1530)  loss_bbox_dn_4: 0.1491 (0.1516)  loss_bbox_dn_5: 0.1491 (0.1516)  loss_giou: 0.4292 (0.4589)  loss_giou_aux_0: 0.4471 (0.4806)  loss_giou_aux_1: 0.4272 (0.4679)  loss_giou_aux_2: 0.4337 (0.4631)  loss_giou_aux_3: 0.4282 (0.4601)  loss_giou_aux_4: 0.4279 (0.4588)  loss_giou_aux_5: 0.5039 (0.5422)  loss_giou_dn_0: 0.5653 (0.5534)  loss_giou_dn_1: 0.4615 (0.4447)  loss_giou_dn_2: 0.4255 (0.4130)  loss_giou_dn_3: 0.4044 (0.4047)  loss_giou_dn_4: 0.4005 (0.4025)  loss_giou_dn_5: 0.4006 (0.4028)  loss_vfl: 0.6558 (0.6395)  loss_vfl_aux_0: 0.7530 (0.7357)  loss_vfl_aux_1: 0.7106 (0.6910)  loss_vfl_aux_2: 0.6770 (0.6654)  loss_vfl_aux_3: 0.6773 (0.6523)  loss_vfl_aux_4: 0.6542 (0.6444)  loss_vfl_aux_5: 0.7479 (0.7283)  loss_vfl_dn_0: 0.4430 (0.4423)  loss_vfl_dn_1: 0.3744 (0.3765)  loss_vfl_dn_2: 0.3604 (0.3606)  loss_vfl_dn_3: 0.3504 (0.3534)  loss_vfl_dn_4: 0.3474 (0.3508)  loss_vfl_dn_5: 0.3470 (0.3501)  time: 0.4812  data: 0.0156  max mem: 5654
Epoch: [69]  [1700/7393]  eta: 0:46:15  lr: 0.000010  loss: 15.3849 (15.0687)  loss_bbox: 0.1218 (0.1442)  loss_bbox_aux_0: 0.1346 (0.1565)  loss_bbox_aux_1: 0.1293 (0.1491)  loss_bbox_aux_2: 0.1315 (0.1462)  loss_bbox_aux_3: 0.1239 (0.1445)  loss_bbox_aux_4: 0.1244 (0.1440)  loss_bbox_aux_5: 0.1770 (0.1903)  loss_bbox_dn_0: 0.2279 (0.2473)  loss_bbox_dn_1: 0.1731 (0.1789)  loss_bbox_dn_2: 0.1477 (0.1590)  loss_bbox_dn_3: 0.1419 (0.1532)  loss_bbox_dn_4: 0.1393 (0.1518)  loss_bbox_dn_5: 0.1393 (0.1519)  loss_giou: 0.4127 (0.4589)  loss_giou_aux_0: 0.4421 (0.4809)  loss_giou_aux_1: 0.4383 (0.4680)  loss_giou_aux_2: 0.4120 (0.4632)  loss_giou_aux_3: 0.4213 (0.4602)  loss_giou_aux_4: 0.4114 (0.4588)  loss_giou_aux_5: 0.4966 (0.5422)  loss_giou_dn_0: 0.5488 (0.5539)  loss_giou_dn_1: 0.4337 (0.4452)  loss_giou_dn_2: 0.4043 (0.4135)  loss_giou_dn_3: 0.3943 (0.4052)  loss_giou_dn_4: 0.3913 (0.4031)  loss_giou_dn_5: 0.3914 (0.4033)  loss_vfl: 0.6732 (0.6403)  loss_vfl_aux_0: 0.7621 (0.7360)  loss_vfl_aux_1: 0.7101 (0.6915)  loss_vfl_aux_2: 0.6915 (0.6659)  loss_vfl_aux_3: 0.6934 (0.6531)  loss_vfl_aux_4: 0.6710 (0.6451)  loss_vfl_aux_5: 0.7596 (0.7291)  loss_vfl_dn_0: 0.4460 (0.4423)  loss_vfl_dn_1: 0.3846 (0.3767)  loss_vfl_dn_2: 0.3683 (0.3607)  loss_vfl_dn_3: 0.3606 (0.3535)  loss_vfl_dn_4: 0.3601 (0.3510)  loss_vfl_dn_5: 0.3587 (0.3502)  time: 0.4814  data: 0.0162  max mem: 5654
Epoch: [69]  [1800/7393]  eta: 0:45:21  lr: 0.000010  loss: 15.5898 (15.0742)  loss_bbox: 0.1430 (0.1443)  loss_bbox_aux_0: 0.1574 (0.1564)  loss_bbox_aux_1: 0.1441 (0.1491)  loss_bbox_aux_2: 0.1471 (0.1463)  loss_bbox_aux_3: 0.1438 (0.1446)  loss_bbox_aux_4: 0.1426 (0.1441)  loss_bbox_aux_5: 0.1900 (0.1903)  loss_bbox_dn_0: 0.2599 (0.2472)  loss_bbox_dn_1: 0.1908 (0.1789)  loss_bbox_dn_2: 0.1683 (0.1590)  loss_bbox_dn_3: 0.1595 (0.1532)  loss_bbox_dn_4: 0.1544 (0.1518)  loss_bbox_dn_5: 0.1546 (0.1518)  loss_giou: 0.4721 (0.4593)  loss_giou_aux_0: 0.4978 (0.4811)  loss_giou_aux_1: 0.4902 (0.4683)  loss_giou_aux_2: 0.4770 (0.4636)  loss_giou_aux_3: 0.4627 (0.4605)  loss_giou_aux_4: 0.4625 (0.4592)  loss_giou_aux_5: 0.5544 (0.5426)  loss_giou_dn_0: 0.5553 (0.5543)  loss_giou_dn_1: 0.4394 (0.4457)  loss_giou_dn_2: 0.4112 (0.4138)  loss_giou_dn_3: 0.4002 (0.4055)  loss_giou_dn_4: 0.3977 (0.4034)  loss_giou_dn_5: 0.3975 (0.4036)  loss_vfl: 0.6548 (0.6403)  loss_vfl_aux_0: 0.7524 (0.7361)  loss_vfl_aux_1: 0.7192 (0.6916)  loss_vfl_aux_2: 0.6889 (0.6659)  loss_vfl_aux_3: 0.6619 (0.6530)  loss_vfl_aux_4: 0.6567 (0.6449)  loss_vfl_aux_5: 0.7455 (0.7291)  loss_vfl_dn_0: 0.4435 (0.4424)  loss_vfl_dn_1: 0.3804 (0.3768)  loss_vfl_dn_2: 0.3627 (0.3608)  loss_vfl_dn_3: 0.3558 (0.3536)  loss_vfl_dn_4: 0.3531 (0.3511)  loss_vfl_dn_5: 0.3523 (0.3503)  time: 0.4706  data: 0.0167  max mem: 5654
Epoch: [69]  [1900/7393]  eta: 0:44:34  lr: 0.000010  loss: 14.3198 (15.0700)  loss_bbox: 0.1302 (0.1444)  loss_bbox_aux_0: 0.1469 (0.1566)  loss_bbox_aux_1: 0.1362 (0.1492)  loss_bbox_aux_2: 0.1343 (0.1465)  loss_bbox_aux_3: 0.1319 (0.1448)  loss_bbox_aux_4: 0.1280 (0.1442)  loss_bbox_aux_5: 0.1791 (0.1905)  loss_bbox_dn_0: 0.2371 (0.2479)  loss_bbox_dn_1: 0.1649 (0.1794)  loss_bbox_dn_2: 0.1415 (0.1594)  loss_bbox_dn_3: 0.1347 (0.1536)  loss_bbox_dn_4: 0.1325 (0.1522)  loss_bbox_dn_5: 0.1326 (0.1522)  loss_giou: 0.4207 (0.4580)  loss_giou_aux_0: 0.4689 (0.4799)  loss_giou_aux_1: 0.4403 (0.4670)  loss_giou_aux_2: 0.4255 (0.4623)  loss_giou_aux_3: 0.4219 (0.4592)  loss_giou_aux_4: 0.4094 (0.4579)  loss_giou_aux_5: 0.4949 (0.5412)  loss_giou_dn_0: 0.5405 (0.5534)  loss_giou_dn_1: 0.4358 (0.4448)  loss_giou_dn_2: 0.4058 (0.4130)  loss_giou_dn_3: 0.3940 (0.4047)  loss_giou_dn_4: 0.3916 (0.4026)  loss_giou_dn_5: 0.3922 (0.4028)  loss_vfl: 0.6192 (0.6413)  loss_vfl_aux_0: 0.7541 (0.7372)  loss_vfl_aux_1: 0.6946 (0.6926)  loss_vfl_aux_2: 0.6395 (0.6667)  loss_vfl_aux_3: 0.6336 (0.6541)  loss_vfl_aux_4: 0.6308 (0.6460)  loss_vfl_aux_5: 0.7546 (0.7302)  loss_vfl_dn_0: 0.4317 (0.4425)  loss_vfl_dn_1: 0.3713 (0.3766)  loss_vfl_dn_2: 0.3560 (0.3606)  loss_vfl_dn_3: 0.3495 (0.3534)  loss_vfl_dn_4: 0.3478 (0.3509)  loss_vfl_dn_5: 0.3469 (0.3501)  time: 0.4836  data: 0.0167  max mem: 5654
Epoch: [69]  [2000/7393]  eta: 0:43:45  lr: 0.000010  loss: 14.3641 (15.0782)  loss_bbox: 0.1481 (0.1445)  loss_bbox_aux_0: 0.1517 (0.1565)  loss_bbox_aux_1: 0.1534 (0.1491)  loss_bbox_aux_2: 0.1487 (0.1465)  loss_bbox_aux_3: 0.1460 (0.1448)  loss_bbox_aux_4: 0.1481 (0.1442)  loss_bbox_aux_5: 0.1905 (0.1904)  loss_bbox_dn_0: 0.2725 (0.2476)  loss_bbox_dn_1: 0.2038 (0.1793)  loss_bbox_dn_2: 0.1777 (0.1594)  loss_bbox_dn_3: 0.1745 (0.1536)  loss_bbox_dn_4: 0.1687 (0.1522)  loss_bbox_dn_5: 0.1687 (0.1522)  loss_giou: 0.3625 (0.4586)  loss_giou_aux_0: 0.4010 (0.4805)  loss_giou_aux_1: 0.3736 (0.4677)  loss_giou_aux_2: 0.3661 (0.4630)  loss_giou_aux_3: 0.3701 (0.4598)  loss_giou_aux_4: 0.3619 (0.4586)  loss_giou_aux_5: 0.4526 (0.5418)  loss_giou_dn_0: 0.5099 (0.5540)  loss_giou_dn_1: 0.4002 (0.4454)  loss_giou_dn_2: 0.3646 (0.4136)  loss_giou_dn_3: 0.3575 (0.4053)  loss_giou_dn_4: 0.3535 (0.4032)  loss_giou_dn_5: 0.3536 (0.4034)  loss_vfl: 0.6399 (0.6414)  loss_vfl_aux_0: 0.7483 (0.7372)  loss_vfl_aux_1: 0.6896 (0.6927)  loss_vfl_aux_2: 0.6668 (0.6667)  loss_vfl_aux_3: 0.6598 (0.6542)  loss_vfl_aux_4: 0.6425 (0.6461)  loss_vfl_aux_5: 0.7444 (0.7302)  loss_vfl_dn_0: 0.4340 (0.4424)  loss_vfl_dn_1: 0.3692 (0.3767)  loss_vfl_dn_2: 0.3532 (0.3607)  loss_vfl_dn_3: 0.3435 (0.3535)  loss_vfl_dn_4: 0.3410 (0.3510)  loss_vfl_dn_5: 0.3399 (0.3502)  time: 0.4997  data: 0.0173  max mem: 5654
Epoch: [69]  [2100/7393]  eta: 0:42:54  lr: 0.000010  loss: 14.8105 (15.0763)  loss_bbox: 0.1355 (0.1444)  loss_bbox_aux_0: 0.1495 (0.1565)  loss_bbox_aux_1: 0.1537 (0.1491)  loss_bbox_aux_2: 0.1455 (0.1466)  loss_bbox_aux_3: 0.1443 (0.1447)  loss_bbox_aux_4: 0.1368 (0.1442)  loss_bbox_aux_5: 0.1817 (0.1904)  loss_bbox_dn_0: 0.2209 (0.2478)  loss_bbox_dn_1: 0.1668 (0.1794)  loss_bbox_dn_2: 0.1449 (0.1593)  loss_bbox_dn_3: 0.1395 (0.1535)  loss_bbox_dn_4: 0.1387 (0.1521)  loss_bbox_dn_5: 0.1387 (0.1521)  loss_giou: 0.4521 (0.4583)  loss_giou_aux_0: 0.4904 (0.4803)  loss_giou_aux_1: 0.4688 (0.4675)  loss_giou_aux_2: 0.4640 (0.4628)  loss_giou_aux_3: 0.4678 (0.4596)  loss_giou_aux_4: 0.4521 (0.4583)  loss_giou_aux_5: 0.5335 (0.5414)  loss_giou_dn_0: 0.5420 (0.5541)  loss_giou_dn_1: 0.4265 (0.4455)  loss_giou_dn_2: 0.3986 (0.4136)  loss_giou_dn_3: 0.3918 (0.4054)  loss_giou_dn_4: 0.3898 (0.4032)  loss_giou_dn_5: 0.3899 (0.4034)  loss_vfl: 0.6503 (0.6415)  loss_vfl_aux_0: 0.7447 (0.7371)  loss_vfl_aux_1: 0.6995 (0.6926)  loss_vfl_aux_2: 0.6685 (0.6666)  loss_vfl_aux_3: 0.6605 (0.6542)  loss_vfl_aux_4: 0.6524 (0.6462)  loss_vfl_aux_5: 0.7400 (0.7304)  loss_vfl_dn_0: 0.4391 (0.4423)  loss_vfl_dn_1: 0.3738 (0.3766)  loss_vfl_dn_2: 0.3567 (0.3606)  loss_vfl_dn_3: 0.3496 (0.3535)  loss_vfl_dn_4: 0.3476 (0.3509)  loss_vfl_dn_5: 0.3471 (0.3502)  time: 0.4818  data: 0.0171  max mem: 5654
Epoch: [69]  [2200/7393]  eta: 0:42:06  lr: 0.000010  loss: 14.8258 (15.0787)  loss_bbox: 0.1413 (0.1444)  loss_bbox_aux_0: 0.1540 (0.1566)  loss_bbox_aux_1: 0.1451 (0.1493)  loss_bbox_aux_2: 0.1397 (0.1466)  loss_bbox_aux_3: 0.1414 (0.1448)  loss_bbox_aux_4: 0.1397 (0.1442)  loss_bbox_aux_5: 0.1958 (0.1905)  loss_bbox_dn_0: 0.2633 (0.2479)  loss_bbox_dn_1: 0.1827 (0.1794)  loss_bbox_dn_2: 0.1603 (0.1593)  loss_bbox_dn_3: 0.1512 (0.1535)  loss_bbox_dn_4: 0.1490 (0.1521)  loss_bbox_dn_5: 0.1490 (0.1522)  loss_giou: 0.4050 (0.4583)  loss_giou_aux_0: 0.4488 (0.4805)  loss_giou_aux_1: 0.4464 (0.4676)  loss_giou_aux_2: 0.4071 (0.4628)  loss_giou_aux_3: 0.4101 (0.4597)  loss_giou_aux_4: 0.4045 (0.4583)  loss_giou_aux_5: 0.4835 (0.5415)  loss_giou_dn_0: 0.5352 (0.5542)  loss_giou_dn_1: 0.4137 (0.4455)  loss_giou_dn_2: 0.3756 (0.4137)  loss_giou_dn_3: 0.3654 (0.4054)  loss_giou_dn_4: 0.3611 (0.4033)  loss_giou_dn_5: 0.3616 (0.4035)  loss_vfl: 0.6258 (0.6419)  loss_vfl_aux_0: 0.7282 (0.7369)  loss_vfl_aux_1: 0.6801 (0.6924)  loss_vfl_aux_2: 0.6631 (0.6668)  loss_vfl_aux_3: 0.6318 (0.6544)  loss_vfl_aux_4: 0.6271 (0.6465)  loss_vfl_aux_5: 0.7376 (0.7304)  loss_vfl_dn_0: 0.4422 (0.4424)  loss_vfl_dn_1: 0.3746 (0.3766)  loss_vfl_dn_2: 0.3569 (0.3607)  loss_vfl_dn_3: 0.3496 (0.3535)  loss_vfl_dn_4: 0.3469 (0.3510)  loss_vfl_dn_5: 0.3463 (0.3502)  time: 0.4856  data: 0.0167  max mem: 5654
Epoch: [69]  [2300/7393]  eta: 0:41:17  lr: 0.000010  loss: 14.7695 (15.0864)  loss_bbox: 0.1457 (0.1445)  loss_bbox_aux_0: 0.1613 (0.1567)  loss_bbox_aux_1: 0.1555 (0.1494)  loss_bbox_aux_2: 0.1473 (0.1466)  loss_bbox_aux_3: 0.1488 (0.1448)  loss_bbox_aux_4: 0.1483 (0.1442)  loss_bbox_aux_5: 0.2014 (0.1906)  loss_bbox_dn_0: 0.2644 (0.2480)  loss_bbox_dn_1: 0.1881 (0.1796)  loss_bbox_dn_2: 0.1677 (0.1595)  loss_bbox_dn_3: 0.1657 (0.1537)  loss_bbox_dn_4: 0.1632 (0.1523)  loss_bbox_dn_5: 0.1631 (0.1523)  loss_giou: 0.4553 (0.4584)  loss_giou_aux_0: 0.4791 (0.4806)  loss_giou_aux_1: 0.4589 (0.4677)  loss_giou_aux_2: 0.4669 (0.4628)  loss_giou_aux_3: 0.4455 (0.4597)  loss_giou_aux_4: 0.4547 (0.4584)  loss_giou_aux_5: 0.5097 (0.5415)  loss_giou_dn_0: 0.5619 (0.5542)  loss_giou_dn_1: 0.4507 (0.4457)  loss_giou_dn_2: 0.4143 (0.4138)  loss_giou_dn_3: 0.4075 (0.4055)  loss_giou_dn_4: 0.4051 (0.4034)  loss_giou_dn_5: 0.4059 (0.4036)  loss_vfl: 0.6471 (0.6426)  loss_vfl_aux_0: 0.7375 (0.7375)  loss_vfl_aux_1: 0.6884 (0.6927)  loss_vfl_aux_2: 0.6777 (0.6676)  loss_vfl_aux_3: 0.6588 (0.6549)  loss_vfl_aux_4: 0.6469 (0.6471)  loss_vfl_aux_5: 0.7441 (0.7310)  loss_vfl_dn_0: 0.4403 (0.4424)  loss_vfl_dn_1: 0.3748 (0.3768)  loss_vfl_dn_2: 0.3657 (0.3608)  loss_vfl_dn_3: 0.3581 (0.3537)  loss_vfl_dn_4: 0.3546 (0.3511)  loss_vfl_dn_5: 0.3540 (0.3504)  time: 0.4839  data: 0.0171  max mem: 5654
Epoch: [69]  [2400/7393]  eta: 0:40:25  lr: 0.000010  loss: 15.4187 (15.0881)  loss_bbox: 0.1431 (0.1444)  loss_bbox_aux_0: 0.1525 (0.1567)  loss_bbox_aux_1: 0.1534 (0.1495)  loss_bbox_aux_2: 0.1482 (0.1466)  loss_bbox_aux_3: 0.1429 (0.1448)  loss_bbox_aux_4: 0.1442 (0.1442)  loss_bbox_aux_5: 0.1895 (0.1906)  loss_bbox_dn_0: 0.2367 (0.2481)  loss_bbox_dn_1: 0.1781 (0.1798)  loss_bbox_dn_2: 0.1592 (0.1597)  loss_bbox_dn_3: 0.1554 (0.1539)  loss_bbox_dn_4: 0.1557 (0.1525)  loss_bbox_dn_5: 0.1557 (0.1525)  loss_giou: 0.4594 (0.4581)  loss_giou_aux_0: 0.4700 (0.4803)  loss_giou_aux_1: 0.4718 (0.4675)  loss_giou_aux_2: 0.4591 (0.4625)  loss_giou_aux_3: 0.4682 (0.4595)  loss_giou_aux_4: 0.4593 (0.4581)  loss_giou_aux_5: 0.5210 (0.5412)  loss_giou_dn_0: 0.5352 (0.5542)  loss_giou_dn_1: 0.4683 (0.4457)  loss_giou_dn_2: 0.4403 (0.4138)  loss_giou_dn_3: 0.4284 (0.4055)  loss_giou_dn_4: 0.4269 (0.4034)  loss_giou_dn_5: 0.4272 (0.4036)  loss_vfl: 0.6458 (0.6430)  loss_vfl_aux_0: 0.7472 (0.7380)  loss_vfl_aux_1: 0.6922 (0.6930)  loss_vfl_aux_2: 0.6651 (0.6682)  loss_vfl_aux_3: 0.6574 (0.6553)  loss_vfl_aux_4: 0.6411 (0.6474)  loss_vfl_aux_5: 0.7408 (0.7316)  loss_vfl_dn_0: 0.4375 (0.4424)  loss_vfl_dn_1: 0.3779 (0.3768)  loss_vfl_dn_2: 0.3643 (0.3608)  loss_vfl_dn_3: 0.3602 (0.3537)  loss_vfl_dn_4: 0.3564 (0.3511)  loss_vfl_dn_5: 0.3551 (0.3504)  time: 0.4694  data: 0.0171  max mem: 5654
Epoch: [69]  [2500/7393]  eta: 0:39:36  lr: 0.000010  loss: 15.0572 (15.0830)  loss_bbox: 0.1272 (0.1442)  loss_bbox_aux_0: 0.1419 (0.1565)  loss_bbox_aux_1: 0.1299 (0.1493)  loss_bbox_aux_2: 0.1272 (0.1464)  loss_bbox_aux_3: 0.1215 (0.1447)  loss_bbox_aux_4: 0.1272 (0.1440)  loss_bbox_aux_5: 0.1640 (0.1906)  loss_bbox_dn_0: 0.1975 (0.2480)  loss_bbox_dn_1: 0.1458 (0.1796)  loss_bbox_dn_2: 0.1304 (0.1595)  loss_bbox_dn_3: 0.1246 (0.1538)  loss_bbox_dn_4: 0.1259 (0.1524)  loss_bbox_dn_5: 0.1260 (0.1524)  loss_giou: 0.4257 (0.4577)  loss_giou_aux_0: 0.4682 (0.4800)  loss_giou_aux_1: 0.4360 (0.4672)  loss_giou_aux_2: 0.4221 (0.4621)  loss_giou_aux_3: 0.4305 (0.4591)  loss_giou_aux_4: 0.4306 (0.4578)  loss_giou_aux_5: 0.5524 (0.5411)  loss_giou_dn_0: 0.5601 (0.5539)  loss_giou_dn_1: 0.4471 (0.4453)  loss_giou_dn_2: 0.4162 (0.4135)  loss_giou_dn_3: 0.4099 (0.4053)  loss_giou_dn_4: 0.4115 (0.4031)  loss_giou_dn_5: 0.4117 (0.4033)  loss_vfl: 0.6404 (0.6432)  loss_vfl_aux_0: 0.7211 (0.7380)  loss_vfl_aux_1: 0.6949 (0.6930)  loss_vfl_aux_2: 0.6696 (0.6685)  loss_vfl_aux_3: 0.6376 (0.6555)  loss_vfl_aux_4: 0.6310 (0.6477)  loss_vfl_aux_5: 0.7248 (0.7319)  loss_vfl_dn_0: 0.4433 (0.4424)  loss_vfl_dn_1: 0.3796 (0.3766)  loss_vfl_dn_2: 0.3668 (0.3607)  loss_vfl_dn_3: 0.3580 (0.3536)  loss_vfl_dn_4: 0.3539 (0.3510)  loss_vfl_dn_5: 0.3523 (0.3502)  time: 0.4736  data: 0.0167  max mem: 5654
Epoch: [69]  [2600/7393]  eta: 0:38:48  lr: 0.000010  loss: 14.8211 (15.0861)  loss_bbox: 0.1390 (0.1442)  loss_bbox_aux_0: 0.1441 (0.1564)  loss_bbox_aux_1: 0.1388 (0.1493)  loss_bbox_aux_2: 0.1432 (0.1464)  loss_bbox_aux_3: 0.1374 (0.1447)  loss_bbox_aux_4: 0.1390 (0.1440)  loss_bbox_aux_5: 0.1816 (0.1905)  loss_bbox_dn_0: 0.2352 (0.2477)  loss_bbox_dn_1: 0.1686 (0.1795)  loss_bbox_dn_2: 0.1542 (0.1594)  loss_bbox_dn_3: 0.1513 (0.1537)  loss_bbox_dn_4: 0.1506 (0.1523)  loss_bbox_dn_5: 0.1506 (0.1523)  loss_giou: 0.4273 (0.4581)  loss_giou_aux_0: 0.4408 (0.4803)  loss_giou_aux_1: 0.4327 (0.4676)  loss_giou_aux_2: 0.4250 (0.4624)  loss_giou_aux_3: 0.4287 (0.4595)  loss_giou_aux_4: 0.4258 (0.4582)  loss_giou_aux_5: 0.5096 (0.5415)  loss_giou_dn_0: 0.5419 (0.5541)  loss_giou_dn_1: 0.4144 (0.4456)  loss_giou_dn_2: 0.3884 (0.4138)  loss_giou_dn_3: 0.3802 (0.4056)  loss_giou_dn_4: 0.3828 (0.4034)  loss_giou_dn_5: 0.3827 (0.4036)  loss_vfl: 0.6243 (0.6432)  loss_vfl_aux_0: 0.7334 (0.7378)  loss_vfl_aux_1: 0.6838 (0.6929)  loss_vfl_aux_2: 0.6393 (0.6686)  loss_vfl_aux_3: 0.6302 (0.6554)  loss_vfl_aux_4: 0.6322 (0.6476)  loss_vfl_aux_5: 0.7086 (0.7318)  loss_vfl_dn_0: 0.4391 (0.4423)  loss_vfl_dn_1: 0.3727 (0.3767)  loss_vfl_dn_2: 0.3619 (0.3608)  loss_vfl_dn_3: 0.3514 (0.3536)  loss_vfl_dn_4: 0.3502 (0.3510)  loss_vfl_dn_5: 0.3483 (0.3503)  time: 0.4846  data: 0.0175  max mem: 5654
Epoch: [69]  [2700/7393]  eta: 0:38:00  lr: 0.000010  loss: 15.4179 (15.0865)  loss_bbox: 0.1186 (0.1441)  loss_bbox_aux_0: 0.1351 (0.1564)  loss_bbox_aux_1: 0.1259 (0.1492)  loss_bbox_aux_2: 0.1251 (0.1463)  loss_bbox_aux_3: 0.1209 (0.1445)  loss_bbox_aux_4: 0.1223 (0.1440)  loss_bbox_aux_5: 0.1657 (0.1904)  loss_bbox_dn_0: 0.2083 (0.2475)  loss_bbox_dn_1: 0.1496 (0.1793)  loss_bbox_dn_2: 0.1323 (0.1593)  loss_bbox_dn_3: 0.1304 (0.1536)  loss_bbox_dn_4: 0.1293 (0.1521)  loss_bbox_dn_5: 0.1293 (0.1522)  loss_giou: 0.4570 (0.4579)  loss_giou_aux_0: 0.4635 (0.4802)  loss_giou_aux_1: 0.4519 (0.4674)  loss_giou_aux_2: 0.4621 (0.4623)  loss_giou_aux_3: 0.4590 (0.4594)  loss_giou_aux_4: 0.4602 (0.4581)  loss_giou_aux_5: 0.5367 (0.5413)  loss_giou_dn_0: 0.5508 (0.5539)  loss_giou_dn_1: 0.4537 (0.4454)  loss_giou_dn_2: 0.4244 (0.4137)  loss_giou_dn_3: 0.4112 (0.4054)  loss_giou_dn_4: 0.4085 (0.4033)  loss_giou_dn_5: 0.4084 (0.4035)  loss_vfl: 0.6525 (0.6438)  loss_vfl_aux_0: 0.7538 (0.7382)  loss_vfl_aux_1: 0.6934 (0.6939)  loss_vfl_aux_2: 0.6797 (0.6691)  loss_vfl_aux_3: 0.6657 (0.6559)  loss_vfl_aux_4: 0.6609 (0.6481)  loss_vfl_aux_5: 0.7166 (0.7324)  loss_vfl_dn_0: 0.4392 (0.4424)  loss_vfl_dn_1: 0.3790 (0.3767)  loss_vfl_dn_2: 0.3647 (0.3607)  loss_vfl_dn_3: 0.3565 (0.3536)  loss_vfl_dn_4: 0.3555 (0.3511)  loss_vfl_dn_5: 0.3556 (0.3503)  time: 0.4878  data: 0.0173  max mem: 5654
Epoch: [69]  [2800/7393]  eta: 0:37:10  lr: 0.000010  loss: 15.0278 (15.0871)  loss_bbox: 0.1495 (0.1442)  loss_bbox_aux_0: 0.1508 (0.1564)  loss_bbox_aux_1: 0.1446 (0.1492)  loss_bbox_aux_2: 0.1464 (0.1464)  loss_bbox_aux_3: 0.1471 (0.1446)  loss_bbox_aux_4: 0.1492 (0.1440)  loss_bbox_aux_5: 0.1912 (0.1904)  loss_bbox_dn_0: 0.2490 (0.2477)  loss_bbox_dn_1: 0.1821 (0.1796)  loss_bbox_dn_2: 0.1599 (0.1595)  loss_bbox_dn_3: 0.1550 (0.1538)  loss_bbox_dn_4: 0.1510 (0.1524)  loss_bbox_dn_5: 0.1510 (0.1524)  loss_giou: 0.4853 (0.4577)  loss_giou_aux_0: 0.5056 (0.4800)  loss_giou_aux_1: 0.4851 (0.4672)  loss_giou_aux_2: 0.4849 (0.4621)  loss_giou_aux_3: 0.4829 (0.4592)  loss_giou_aux_4: 0.4821 (0.4578)  loss_giou_aux_5: 0.5310 (0.5410)  loss_giou_dn_0: 0.5611 (0.5537)  loss_giou_dn_1: 0.4573 (0.4453)  loss_giou_dn_2: 0.4233 (0.4136)  loss_giou_dn_3: 0.4184 (0.4053)  loss_giou_dn_4: 0.4155 (0.4031)  loss_giou_dn_5: 0.4157 (0.4033)  loss_vfl: 0.6304 (0.6440)  loss_vfl_aux_0: 0.7166 (0.7382)  loss_vfl_aux_1: 0.6834 (0.6941)  loss_vfl_aux_2: 0.6473 (0.6693)  loss_vfl_aux_3: 0.6397 (0.6561)  loss_vfl_aux_4: 0.6352 (0.6484)  loss_vfl_aux_5: 0.7126 (0.7323)  loss_vfl_dn_0: 0.4380 (0.4423)  loss_vfl_dn_1: 0.3748 (0.3767)  loss_vfl_dn_2: 0.3593 (0.3607)  loss_vfl_dn_3: 0.3556 (0.3536)  loss_vfl_dn_4: 0.3530 (0.3510)  loss_vfl_dn_5: 0.3513 (0.3503)  time: 0.4819  data: 0.0174  max mem: 5654
Epoch: [69]  [2900/7393]  eta: 0:36:22  lr: 0.000010  loss: 14.3194 (15.0821)  loss_bbox: 0.1325 (0.1441)  loss_bbox_aux_0: 0.1441 (0.1564)  loss_bbox_aux_1: 0.1354 (0.1493)  loss_bbox_aux_2: 0.1327 (0.1464)  loss_bbox_aux_3: 0.1311 (0.1446)  loss_bbox_aux_4: 0.1316 (0.1440)  loss_bbox_aux_5: 0.1687 (0.1905)  loss_bbox_dn_0: 0.2202 (0.2477)  loss_bbox_dn_1: 0.1478 (0.1796)  loss_bbox_dn_2: 0.1330 (0.1595)  loss_bbox_dn_3: 0.1285 (0.1538)  loss_bbox_dn_4: 0.1258 (0.1524)  loss_bbox_dn_5: 0.1258 (0.1524)  loss_giou: 0.4060 (0.4571)  loss_giou_aux_0: 0.4112 (0.4794)  loss_giou_aux_1: 0.4001 (0.4667)  loss_giou_aux_2: 0.4036 (0.4616)  loss_giou_aux_3: 0.4065 (0.4586)  loss_giou_aux_4: 0.4105 (0.4573)  loss_giou_aux_5: 0.4798 (0.5406)  loss_giou_dn_0: 0.5050 (0.5534)  loss_giou_dn_1: 0.4011 (0.4450)  loss_giou_dn_2: 0.3781 (0.4133)  loss_giou_dn_3: 0.3727 (0.4050)  loss_giou_dn_4: 0.3703 (0.4029)  loss_giou_dn_5: 0.3708 (0.4031)  loss_vfl: 0.6484 (0.6442)  loss_vfl_aux_0: 0.7132 (0.7384)  loss_vfl_aux_1: 0.6712 (0.6942)  loss_vfl_aux_2: 0.6738 (0.6693)  loss_vfl_aux_3: 0.6422 (0.6562)  loss_vfl_aux_4: 0.6511 (0.6484)  loss_vfl_aux_5: 0.7345 (0.7324)  loss_vfl_dn_0: 0.4342 (0.4422)  loss_vfl_dn_1: 0.3699 (0.3766)  loss_vfl_dn_2: 0.3503 (0.3606)  loss_vfl_dn_3: 0.3459 (0.3535)  loss_vfl_dn_4: 0.3446 (0.3509)  loss_vfl_dn_5: 0.3443 (0.3502)  time: 0.4771  data: 0.0171  max mem: 5654
Epoch: [69]  [3000/7393]  eta: 0:35:43  lr: 0.000010  loss: 15.0831 (15.0833)  loss_bbox: 0.1448 (0.1442)  loss_bbox_aux_0: 0.1537 (0.1565)  loss_bbox_aux_1: 0.1422 (0.1494)  loss_bbox_aux_2: 0.1455 (0.1465)  loss_bbox_aux_3: 0.1458 (0.1447)  loss_bbox_aux_4: 0.1456 (0.1441)  loss_bbox_aux_5: 0.1896 (0.1905)  loss_bbox_dn_0: 0.2519 (0.2481)  loss_bbox_dn_1: 0.1905 (0.1799)  loss_bbox_dn_2: 0.1652 (0.1598)  loss_bbox_dn_3: 0.1596 (0.1541)  loss_bbox_dn_4: 0.1571 (0.1526)  loss_bbox_dn_5: 0.1571 (0.1527)  loss_giou: 0.4400 (0.4568)  loss_giou_aux_0: 0.4872 (0.4791)  loss_giou_aux_1: 0.4592 (0.4663)  loss_giou_aux_2: 0.4483 (0.4613)  loss_giou_aux_3: 0.4390 (0.4583)  loss_giou_aux_4: 0.4349 (0.4570)  loss_giou_aux_5: 0.5353 (0.5402)  loss_giou_dn_0: 0.5462 (0.5533)  loss_giou_dn_1: 0.4332 (0.4449)  loss_giou_dn_2: 0.4084 (0.4132)  loss_giou_dn_3: 0.4001 (0.4049)  loss_giou_dn_4: 0.3969 (0.4028)  loss_giou_dn_5: 0.3971 (0.4030)  loss_vfl: 0.6276 (0.6444)  loss_vfl_aux_0: 0.6959 (0.7387)  loss_vfl_aux_1: 0.6651 (0.6946)  loss_vfl_aux_2: 0.6491 (0.6696)  loss_vfl_aux_3: 0.6429 (0.6565)  loss_vfl_aux_4: 0.6298 (0.6487)  loss_vfl_aux_5: 0.7146 (0.7327)  loss_vfl_dn_0: 0.4407 (0.4423)  loss_vfl_dn_1: 0.3773 (0.3766)  loss_vfl_dn_2: 0.3634 (0.3606)  loss_vfl_dn_3: 0.3574 (0.3535)  loss_vfl_dn_4: 0.3523 (0.3509)  loss_vfl_dn_5: 0.3550 (0.3502)  time: 0.8372  data: 0.0176  max mem: 5654
Epoch: [69]  [3100/7393]  eta: 0:35:06  lr: 0.000010  loss: 15.2064 (15.0868)  loss_bbox: 0.1420 (0.1444)  loss_bbox_aux_0: 0.1539 (0.1567)  loss_bbox_aux_1: 0.1536 (0.1496)  loss_bbox_aux_2: 0.1450 (0.1467)  loss_bbox_aux_3: 0.1437 (0.1449)  loss_bbox_aux_4: 0.1419 (0.1443)  loss_bbox_aux_5: 0.1845 (0.1907)  loss_bbox_dn_0: 0.2280 (0.2484)  loss_bbox_dn_1: 0.1718 (0.1801)  loss_bbox_dn_2: 0.1576 (0.1600)  loss_bbox_dn_3: 0.1483 (0.1542)  loss_bbox_dn_4: 0.1439 (0.1528)  loss_bbox_dn_5: 0.1439 (0.1528)  loss_giou: 0.4520 (0.4570)  loss_giou_aux_0: 0.4583 (0.4793)  loss_giou_aux_1: 0.4579 (0.4665)  loss_giou_aux_2: 0.4516 (0.4614)  loss_giou_aux_3: 0.4557 (0.4585)  loss_giou_aux_4: 0.4521 (0.4572)  loss_giou_aux_5: 0.5198 (0.5402)  loss_giou_dn_0: 0.5498 (0.5533)  loss_giou_dn_1: 0.4248 (0.4449)  loss_giou_dn_2: 0.3916 (0.4132)  loss_giou_dn_3: 0.3825 (0.4049)  loss_giou_dn_4: 0.3798 (0.4028)  loss_giou_dn_5: 0.3799 (0.4030)  loss_vfl: 0.6430 (0.6444)  loss_vfl_aux_0: 0.7291 (0.7387)  loss_vfl_aux_1: 0.6878 (0.6946)  loss_vfl_aux_2: 0.6631 (0.6696)  loss_vfl_aux_3: 0.6488 (0.6564)  loss_vfl_aux_4: 0.6467 (0.6487)  loss_vfl_aux_5: 0.7319 (0.7330)  loss_vfl_dn_0: 0.4476 (0.4423)  loss_vfl_dn_1: 0.3757 (0.3765)  loss_vfl_dn_2: 0.3557 (0.3605)  loss_vfl_dn_3: 0.3493 (0.3534)  loss_vfl_dn_4: 0.3476 (0.3509)  loss_vfl_dn_5: 0.3463 (0.3501)  time: 0.4784  data: 0.0176  max mem: 5654
Epoch: [69]  [3200/7393]  eta: 0:34:16  lr: 0.000010  loss: 14.6722 (15.0804)  loss_bbox: 0.1420 (0.1443)  loss_bbox_aux_0: 0.1622 (0.1567)  loss_bbox_aux_1: 0.1516 (0.1496)  loss_bbox_aux_2: 0.1451 (0.1466)  loss_bbox_aux_3: 0.1460 (0.1448)  loss_bbox_aux_4: 0.1420 (0.1442)  loss_bbox_aux_5: 0.1879 (0.1906)  loss_bbox_dn_0: 0.2350 (0.2482)  loss_bbox_dn_1: 0.1720 (0.1799)  loss_bbox_dn_2: 0.1527 (0.1598)  loss_bbox_dn_3: 0.1490 (0.1541)  loss_bbox_dn_4: 0.1477 (0.1527)  loss_bbox_dn_5: 0.1476 (0.1527)  loss_giou: 0.4197 (0.4565)  loss_giou_aux_0: 0.4399 (0.4790)  loss_giou_aux_1: 0.4210 (0.4661)  loss_giou_aux_2: 0.4248 (0.4609)  loss_giou_aux_3: 0.4362 (0.4580)  loss_giou_aux_4: 0.4160 (0.4567)  loss_giou_aux_5: 0.4986 (0.5398)  loss_giou_dn_0: 0.5050 (0.5530)  loss_giou_dn_1: 0.3829 (0.4445)  loss_giou_dn_2: 0.3561 (0.4129)  loss_giou_dn_3: 0.3507 (0.4046)  loss_giou_dn_4: 0.3484 (0.4025)  loss_giou_dn_5: 0.3485 (0.4027)  loss_vfl: 0.6483 (0.6445)  loss_vfl_aux_0: 0.7241 (0.7385)  loss_vfl_aux_1: 0.6829 (0.6945)  loss_vfl_aux_2: 0.6742 (0.6699)  loss_vfl_aux_3: 0.6460 (0.6565)  loss_vfl_aux_4: 0.6621 (0.6488)  loss_vfl_aux_5: 0.7264 (0.7330)  loss_vfl_dn_0: 0.4406 (0.4422)  loss_vfl_dn_1: 0.3611 (0.3765)  loss_vfl_dn_2: 0.3426 (0.3605)  loss_vfl_dn_3: 0.3371 (0.3533)  loss_vfl_dn_4: 0.3336 (0.3508)  loss_vfl_dn_5: 0.3344 (0.3500)  time: 0.4757  data: 0.0174  max mem: 5654
Epoch: [69]  [3300/7393]  eta: 0:33:26  lr: 0.000010  loss: 14.8470 (15.0812)  loss_bbox: 0.1413 (0.1443)  loss_bbox_aux_0: 0.1554 (0.1565)  loss_bbox_aux_1: 0.1441 (0.1495)  loss_bbox_aux_2: 0.1400 (0.1465)  loss_bbox_aux_3: 0.1407 (0.1447)  loss_bbox_aux_4: 0.1449 (0.1442)  loss_bbox_aux_5: 0.1850 (0.1904)  loss_bbox_dn_0: 0.2487 (0.2481)  loss_bbox_dn_1: 0.1869 (0.1799)  loss_bbox_dn_2: 0.1553 (0.1598)  loss_bbox_dn_3: 0.1485 (0.1541)  loss_bbox_dn_4: 0.1476 (0.1527)  loss_bbox_dn_5: 0.1477 (0.1527)  loss_giou: 0.4031 (0.4566)  loss_giou_aux_0: 0.4294 (0.4790)  loss_giou_aux_1: 0.4122 (0.4662)  loss_giou_aux_2: 0.3997 (0.4609)  loss_giou_aux_3: 0.3988 (0.4580)  loss_giou_aux_4: 0.4030 (0.4567)  loss_giou_aux_5: 0.4885 (0.5399)  loss_giou_dn_0: 0.5349 (0.5531)  loss_giou_dn_1: 0.4073 (0.4446)  loss_giou_dn_2: 0.3812 (0.4129)  loss_giou_dn_3: 0.3733 (0.4046)  loss_giou_dn_4: 0.3696 (0.4025)  loss_giou_dn_5: 0.3697 (0.4027)  loss_vfl: 0.6533 (0.6447)  loss_vfl_aux_0: 0.7384 (0.7387)  loss_vfl_aux_1: 0.6894 (0.6948)  loss_vfl_aux_2: 0.6721 (0.6702)  loss_vfl_aux_3: 0.6441 (0.6568)  loss_vfl_aux_4: 0.6481 (0.6490)  loss_vfl_aux_5: 0.7122 (0.7332)  loss_vfl_dn_0: 0.4402 (0.4421)  loss_vfl_dn_1: 0.3659 (0.3764)  loss_vfl_dn_2: 0.3490 (0.3604)  loss_vfl_dn_3: 0.3409 (0.3533)  loss_vfl_dn_4: 0.3393 (0.3507)  loss_vfl_dn_5: 0.3394 (0.3500)  time: 0.4813  data: 0.0178  max mem: 5654
Epoch: [69]  [3400/7393]  eta: 0:32:44  lr: 0.000010  loss: 15.0532 (15.0862)  loss_bbox: 0.1395 (0.1443)  loss_bbox_aux_0: 0.1478 (0.1566)  loss_bbox_aux_1: 0.1460 (0.1495)  loss_bbox_aux_2: 0.1411 (0.1465)  loss_bbox_aux_3: 0.1390 (0.1447)  loss_bbox_aux_4: 0.1409 (0.1442)  loss_bbox_aux_5: 0.1879 (0.1905)  loss_bbox_dn_0: 0.2365 (0.2483)  loss_bbox_dn_1: 0.1728 (0.1800)  loss_bbox_dn_2: 0.1558 (0.1599)  loss_bbox_dn_3: 0.1488 (0.1541)  loss_bbox_dn_4: 0.1505 (0.1527)  loss_bbox_dn_5: 0.1506 (0.1527)  loss_giou: 0.4093 (0.4565)  loss_giou_aux_0: 0.4080 (0.4789)  loss_giou_aux_1: 0.4242 (0.4661)  loss_giou_aux_2: 0.4304 (0.4609)  loss_giou_aux_3: 0.4125 (0.4578)  loss_giou_aux_4: 0.4094 (0.4566)  loss_giou_aux_5: 0.4723 (0.5397)  loss_giou_dn_0: 0.5393 (0.5531)  loss_giou_dn_1: 0.4197 (0.4446)  loss_giou_dn_2: 0.3928 (0.4129)  loss_giou_dn_3: 0.3829 (0.4046)  loss_giou_dn_4: 0.3815 (0.4025)  loss_giou_dn_5: 0.3829 (0.4027)  loss_vfl: 0.6554 (0.6453)  loss_vfl_aux_0: 0.7448 (0.7395)  loss_vfl_aux_1: 0.7078 (0.6953)  loss_vfl_aux_2: 0.6733 (0.6707)  loss_vfl_aux_3: 0.6633 (0.6576)  loss_vfl_aux_4: 0.6547 (0.6496)  loss_vfl_aux_5: 0.7433 (0.7339)  loss_vfl_dn_0: 0.4451 (0.4423)  loss_vfl_dn_1: 0.3789 (0.3764)  loss_vfl_dn_2: 0.3556 (0.3604)  loss_vfl_dn_3: 0.3452 (0.3533)  loss_vfl_dn_4: 0.3429 (0.3508)  loss_vfl_dn_5: 0.3423 (0.3500)  time: 0.7949  data: 0.0173  max mem: 5654
Epoch: [69]  [3500/7393]  eta: 0:31:53  lr: 0.000010  loss: 15.2872 (15.0805)  loss_bbox: 0.1372 (0.1442)  loss_bbox_aux_0: 0.1467 (0.1565)  loss_bbox_aux_1: 0.1402 (0.1494)  loss_bbox_aux_2: 0.1372 (0.1464)  loss_bbox_aux_3: 0.1425 (0.1446)  loss_bbox_aux_4: 0.1356 (0.1441)  loss_bbox_aux_5: 0.1773 (0.1904)  loss_bbox_dn_0: 0.2147 (0.2480)  loss_bbox_dn_1: 0.1620 (0.1798)  loss_bbox_dn_2: 0.1444 (0.1598)  loss_bbox_dn_3: 0.1374 (0.1540)  loss_bbox_dn_4: 0.1343 (0.1526)  loss_bbox_dn_5: 0.1343 (0.1526)  loss_giou: 0.4680 (0.4563)  loss_giou_aux_0: 0.4946 (0.4787)  loss_giou_aux_1: 0.4873 (0.4659)  loss_giou_aux_2: 0.4617 (0.4607)  loss_giou_aux_3: 0.4703 (0.4576)  loss_giou_aux_4: 0.4682 (0.4564)  loss_giou_aux_5: 0.5589 (0.5395)  loss_giou_dn_0: 0.5617 (0.5530)  loss_giou_dn_1: 0.4526 (0.4445)  loss_giou_dn_2: 0.4233 (0.4129)  loss_giou_dn_3: 0.4151 (0.4046)  loss_giou_dn_4: 0.4129 (0.4024)  loss_giou_dn_5: 0.4135 (0.4026)  loss_vfl: 0.6213 (0.6450)  loss_vfl_aux_0: 0.7319 (0.7390)  loss_vfl_aux_1: 0.6791 (0.6950)  loss_vfl_aux_2: 0.6658 (0.6704)  loss_vfl_aux_3: 0.6288 (0.6572)  loss_vfl_aux_4: 0.6340 (0.6493)  loss_vfl_aux_5: 0.7125 (0.7335)  loss_vfl_dn_0: 0.4411 (0.4423)  loss_vfl_dn_1: 0.3767 (0.3765)  loss_vfl_dn_2: 0.3607 (0.3604)  loss_vfl_dn_3: 0.3550 (0.3533)  loss_vfl_dn_4: 0.3513 (0.3508)  loss_vfl_dn_5: 0.3494 (0.3500)  time: 0.4735  data: 0.0176  max mem: 5654
Epoch: [69]  [3600/7393]  eta: 0:31:03  lr: 0.000010  loss: 14.9516 (15.0792)  loss_bbox: 0.1344 (0.1442)  loss_bbox_aux_0: 0.1440 (0.1565)  loss_bbox_aux_1: 0.1370 (0.1494)  loss_bbox_aux_2: 0.1363 (0.1464)  loss_bbox_aux_3: 0.1344 (0.1446)  loss_bbox_aux_4: 0.1329 (0.1441)  loss_bbox_aux_5: 0.1714 (0.1903)  loss_bbox_dn_0: 0.2415 (0.2479)  loss_bbox_dn_1: 0.1746 (0.1797)  loss_bbox_dn_2: 0.1551 (0.1596)  loss_bbox_dn_3: 0.1475 (0.1538)  loss_bbox_dn_4: 0.1463 (0.1524)  loss_bbox_dn_5: 0.1462 (0.1524)  loss_giou: 0.4557 (0.4563)  loss_giou_aux_0: 0.4732 (0.4788)  loss_giou_aux_1: 0.4582 (0.4659)  loss_giou_aux_2: 0.4542 (0.4607)  loss_giou_aux_3: 0.4520 (0.4576)  loss_giou_aux_4: 0.4503 (0.4564)  loss_giou_aux_5: 0.5338 (0.5395)  loss_giou_dn_0: 0.5590 (0.5531)  loss_giou_dn_1: 0.4645 (0.4446)  loss_giou_dn_2: 0.4290 (0.4129)  loss_giou_dn_3: 0.4229 (0.4046)  loss_giou_dn_4: 0.4221 (0.4025)  loss_giou_dn_5: 0.4221 (0.4027)  loss_vfl: 0.6152 (0.6449)  loss_vfl_aux_0: 0.7230 (0.7389)  loss_vfl_aux_1: 0.6922 (0.6951)  loss_vfl_aux_2: 0.6617 (0.6704)  loss_vfl_aux_3: 0.6471 (0.6573)  loss_vfl_aux_4: 0.6288 (0.6493)  loss_vfl_aux_5: 0.7199 (0.7335)  loss_vfl_dn_0: 0.4398 (0.4423)  loss_vfl_dn_1: 0.3753 (0.3765)  loss_vfl_dn_2: 0.3593 (0.3604)  loss_vfl_dn_3: 0.3521 (0.3533)  loss_vfl_dn_4: 0.3515 (0.3508)  loss_vfl_dn_5: 0.3498 (0.3500)  time: 0.4872  data: 0.0173  max mem: 5654
Epoch: [69]  [3700/7393]  eta: 0:30:14  lr: 0.000010  loss: 15.0557 (15.0788)  loss_bbox: 0.1501 (0.1442)  loss_bbox_aux_0: 0.1676 (0.1565)  loss_bbox_aux_1: 0.1554 (0.1494)  loss_bbox_aux_2: 0.1531 (0.1464)  loss_bbox_aux_3: 0.1509 (0.1446)  loss_bbox_aux_4: 0.1540 (0.1441)  loss_bbox_aux_5: 0.1993 (0.1904)  loss_bbox_dn_0: 0.2671 (0.2480)  loss_bbox_dn_1: 0.1896 (0.1797)  loss_bbox_dn_2: 0.1718 (0.1597)  loss_bbox_dn_3: 0.1627 (0.1539)  loss_bbox_dn_4: 0.1587 (0.1525)  loss_bbox_dn_5: 0.1587 (0.1525)  loss_giou: 0.4303 (0.4563)  loss_giou_aux_0: 0.4679 (0.4787)  loss_giou_aux_1: 0.4596 (0.4659)  loss_giou_aux_2: 0.4466 (0.4607)  loss_giou_aux_3: 0.4391 (0.4576)  loss_giou_aux_4: 0.4329 (0.4564)  loss_giou_aux_5: 0.5274 (0.5394)  loss_giou_dn_0: 0.5565 (0.5530)  loss_giou_dn_1: 0.4311 (0.4446)  loss_giou_dn_2: 0.4088 (0.4129)  loss_giou_dn_3: 0.4031 (0.4046)  loss_giou_dn_4: 0.4030 (0.4025)  loss_giou_dn_5: 0.4030 (0.4027)  loss_vfl: 0.6267 (0.6449)  loss_vfl_aux_0: 0.7256 (0.7388)  loss_vfl_aux_1: 0.6818 (0.6951)  loss_vfl_aux_2: 0.6501 (0.6702)  loss_vfl_aux_3: 0.6288 (0.6572)  loss_vfl_aux_4: 0.6298 (0.6493)  loss_vfl_aux_5: 0.7232 (0.7333)  loss_vfl_dn_0: 0.4408 (0.4423)  loss_vfl_dn_1: 0.3768 (0.3764)  loss_vfl_dn_2: 0.3652 (0.3604)  loss_vfl_dn_3: 0.3566 (0.3533)  loss_vfl_dn_4: 0.3546 (0.3507)  loss_vfl_dn_5: 0.3528 (0.3500)  time: 0.4939  data: 0.0172  max mem: 5654
Epoch: [69]  [3800/7393]  eta: 0:29:32  lr: 0.000010  loss: 14.8291 (15.0788)  loss_bbox: 0.1424 (0.1443)  loss_bbox_aux_0: 0.1691 (0.1566)  loss_bbox_aux_1: 0.1563 (0.1495)  loss_bbox_aux_2: 0.1440 (0.1466)  loss_bbox_aux_3: 0.1428 (0.1447)  loss_bbox_aux_4: 0.1452 (0.1442)  loss_bbox_aux_5: 0.2089 (0.1905)  loss_bbox_dn_0: 0.2479 (0.2480)  loss_bbox_dn_1: 0.1900 (0.1798)  loss_bbox_dn_2: 0.1631 (0.1597)  loss_bbox_dn_3: 0.1547 (0.1539)  loss_bbox_dn_4: 0.1505 (0.1525)  loss_bbox_dn_5: 0.1505 (0.1525)  loss_giou: 0.3721 (0.4564)  loss_giou_aux_0: 0.3977 (0.4788)  loss_giou_aux_1: 0.3834 (0.4660)  loss_giou_aux_2: 0.3834 (0.4609)  loss_giou_aux_3: 0.3789 (0.4577)  loss_giou_aux_4: 0.3720 (0.4565)  loss_giou_aux_5: 0.4587 (0.5395)  loss_giou_dn_0: 0.5100 (0.5530)  loss_giou_dn_1: 0.4104 (0.4446)  loss_giou_dn_2: 0.3835 (0.4129)  loss_giou_dn_3: 0.3704 (0.4046)  loss_giou_dn_4: 0.3673 (0.4024)  loss_giou_dn_5: 0.3676 (0.4026)  loss_vfl: 0.6502 (0.6447)  loss_vfl_aux_0: 0.7454 (0.7385)  loss_vfl_aux_1: 0.6735 (0.6949)  loss_vfl_aux_2: 0.6565 (0.6699)  loss_vfl_aux_3: 0.6707 (0.6570)  loss_vfl_aux_4: 0.6565 (0.6491)  loss_vfl_aux_5: 0.7408 (0.7331)  loss_vfl_dn_0: 0.4457 (0.4423)  loss_vfl_dn_1: 0.3775 (0.3764)  loss_vfl_dn_2: 0.3608 (0.3604)  loss_vfl_dn_3: 0.3555 (0.3533)  loss_vfl_dn_4: 0.3525 (0.3507)  loss_vfl_dn_5: 0.3493 (0.3500)  time: 0.4694  data: 0.0172  max mem: 5654
Epoch: [69]  [3900/7393]  eta: 0:28:41  lr: 0.000010  loss: 14.7080 (15.0748)  loss_bbox: 0.1437 (0.1443)  loss_bbox_aux_0: 0.1538 (0.1568)  loss_bbox_aux_1: 0.1542 (0.1496)  loss_bbox_aux_2: 0.1545 (0.1466)  loss_bbox_aux_3: 0.1441 (0.1447)  loss_bbox_aux_4: 0.1438 (0.1442)  loss_bbox_aux_5: 0.2054 (0.1906)  loss_bbox_dn_0: 0.2773 (0.2482)  loss_bbox_dn_1: 0.1873 (0.1799)  loss_bbox_dn_2: 0.1611 (0.1597)  loss_bbox_dn_3: 0.1524 (0.1540)  loss_bbox_dn_4: 0.1501 (0.1526)  loss_bbox_dn_5: 0.1499 (0.1526)  loss_giou: 0.4115 (0.4561)  loss_giou_aux_0: 0.4362 (0.4785)  loss_giou_aux_1: 0.4218 (0.4657)  loss_giou_aux_2: 0.4257 (0.4606)  loss_giou_aux_3: 0.4155 (0.4574)  loss_giou_aux_4: 0.4108 (0.4562)  loss_giou_aux_5: 0.5002 (0.5391)  loss_giou_dn_0: 0.5247 (0.5528)  loss_giou_dn_1: 0.4193 (0.4443)  loss_giou_dn_2: 0.3870 (0.4126)  loss_giou_dn_3: 0.3797 (0.4044)  loss_giou_dn_4: 0.3769 (0.4022)  loss_giou_dn_5: 0.3767 (0.4024)  loss_vfl: 0.6444 (0.6447)  loss_vfl_aux_0: 0.7355 (0.7380)  loss_vfl_aux_1: 0.6805 (0.6946)  loss_vfl_aux_2: 0.6560 (0.6697)  loss_vfl_aux_3: 0.6560 (0.6570)  loss_vfl_aux_4: 0.6513 (0.6490)  loss_vfl_aux_5: 0.7371 (0.7328)  loss_vfl_dn_0: 0.4407 (0.4423)  loss_vfl_dn_1: 0.3622 (0.3764)  loss_vfl_dn_2: 0.3481 (0.3604)  loss_vfl_dn_3: 0.3404 (0.3532)  loss_vfl_dn_4: 0.3373 (0.3507)  loss_vfl_dn_5: 0.3373 (0.3499)  time: 0.4876  data: 0.0173  max mem: 5654
Epoch: [69]  [4000/7393]  eta: 0:27:51  lr: 0.000010  loss: 14.6092 (15.0780)  loss_bbox: 0.1532 (0.1443)  loss_bbox_aux_0: 0.1600 (0.1567)  loss_bbox_aux_1: 0.1517 (0.1496)  loss_bbox_aux_2: 0.1526 (0.1467)  loss_bbox_aux_3: 0.1516 (0.1447)  loss_bbox_aux_4: 0.1531 (0.1442)  loss_bbox_aux_5: 0.1980 (0.1906)  loss_bbox_dn_0: 0.2584 (0.2482)  loss_bbox_dn_1: 0.1770 (0.1799)  loss_bbox_dn_2: 0.1609 (0.1598)  loss_bbox_dn_3: 0.1532 (0.1540)  loss_bbox_dn_4: 0.1488 (0.1526)  loss_bbox_dn_5: 0.1489 (0.1526)  loss_giou: 0.4414 (0.4563)  loss_giou_aux_0: 0.4422 (0.4788)  loss_giou_aux_1: 0.4304 (0.4660)  loss_giou_aux_2: 0.4357 (0.4609)  loss_giou_aux_3: 0.4415 (0.4577)  loss_giou_aux_4: 0.4358 (0.4564)  loss_giou_aux_5: 0.5082 (0.5395)  loss_giou_dn_0: 0.5023 (0.5530)  loss_giou_dn_1: 0.3995 (0.4445)  loss_giou_dn_2: 0.3693 (0.4128)  loss_giou_dn_3: 0.3591 (0.4045)  loss_giou_dn_4: 0.3565 (0.4024)  loss_giou_dn_5: 0.3565 (0.4026)  loss_vfl: 0.6305 (0.6448)  loss_vfl_aux_0: 0.7258 (0.7381)  loss_vfl_aux_1: 0.6729 (0.6946)  loss_vfl_aux_2: 0.6648 (0.6697)  loss_vfl_aux_3: 0.6502 (0.6570)  loss_vfl_aux_4: 0.6430 (0.6491)  loss_vfl_aux_5: 0.7108 (0.7326)  loss_vfl_dn_0: 0.4381 (0.4423)  loss_vfl_dn_1: 0.3648 (0.3764)  loss_vfl_dn_2: 0.3506 (0.3604)  loss_vfl_dn_3: 0.3436 (0.3533)  loss_vfl_dn_4: 0.3413 (0.3507)  loss_vfl_dn_5: 0.3413 (0.3499)  time: 0.4969  data: 0.0177  max mem: 5654
Epoch: [69]  [4100/7393]  eta: 0:27:01  lr: 0.000010  loss: 14.8928 (15.0826)  loss_bbox: 0.1314 (0.1443)  loss_bbox_aux_0: 0.1433 (0.1567)  loss_bbox_aux_1: 0.1349 (0.1496)  loss_bbox_aux_2: 0.1303 (0.1467)  loss_bbox_aux_3: 0.1244 (0.1448)  loss_bbox_aux_4: 0.1254 (0.1442)  loss_bbox_aux_5: 0.1650 (0.1906)  loss_bbox_dn_0: 0.2088 (0.2482)  loss_bbox_dn_1: 0.1542 (0.1799)  loss_bbox_dn_2: 0.1407 (0.1598)  loss_bbox_dn_3: 0.1369 (0.1540)  loss_bbox_dn_4: 0.1339 (0.1526)  loss_bbox_dn_5: 0.1339 (0.1526)  loss_giou: 0.4537 (0.4565)  loss_giou_aux_0: 0.4878 (0.4790)  loss_giou_aux_1: 0.4808 (0.4662)  loss_giou_aux_2: 0.4581 (0.4611)  loss_giou_aux_3: 0.4668 (0.4579)  loss_giou_aux_4: 0.4537 (0.4566)  loss_giou_aux_5: 0.5259 (0.5396)  loss_giou_dn_0: 0.5563 (0.5532)  loss_giou_dn_1: 0.4543 (0.4448)  loss_giou_dn_2: 0.4209 (0.4131)  loss_giou_dn_3: 0.4137 (0.4048)  loss_giou_dn_4: 0.4120 (0.4027)  loss_giou_dn_5: 0.4121 (0.4029)  loss_vfl: 0.6303 (0.6451)  loss_vfl_aux_0: 0.7026 (0.7382)  loss_vfl_aux_1: 0.6900 (0.6946)  loss_vfl_aux_2: 0.6716 (0.6699)  loss_vfl_aux_3: 0.6457 (0.6573)  loss_vfl_aux_4: 0.6301 (0.6494)  loss_vfl_aux_5: 0.7098 (0.7327)  loss_vfl_dn_0: 0.4375 (0.4423)  loss_vfl_dn_1: 0.3753 (0.3765)  loss_vfl_dn_2: 0.3564 (0.3605)  loss_vfl_dn_3: 0.3499 (0.3533)  loss_vfl_dn_4: 0.3455 (0.3508)  loss_vfl_dn_5: 0.3439 (0.3500)  time: 0.4856  data: 0.0174  max mem: 5654
Epoch: [69]  [4200/7393]  eta: 0:26:11  lr: 0.000010  loss: 14.4295 (15.0810)  loss_bbox: 0.1427 (0.1444)  loss_bbox_aux_0: 0.1516 (0.1568)  loss_bbox_aux_1: 0.1430 (0.1497)  loss_bbox_aux_2: 0.1470 (0.1468)  loss_bbox_aux_3: 0.1456 (0.1448)  loss_bbox_aux_4: 0.1427 (0.1443)  loss_bbox_aux_5: 0.1930 (0.1907)  loss_bbox_dn_0: 0.2353 (0.2483)  loss_bbox_dn_1: 0.1716 (0.1800)  loss_bbox_dn_2: 0.1521 (0.1599)  loss_bbox_dn_3: 0.1482 (0.1541)  loss_bbox_dn_4: 0.1472 (0.1527)  loss_bbox_dn_5: 0.1471 (0.1527)  loss_giou: 0.3834 (0.4562)  loss_giou_aux_0: 0.4144 (0.4787)  loss_giou_aux_1: 0.4015 (0.4660)  loss_giou_aux_2: 0.3834 (0.4609)  loss_giou_aux_3: 0.3856 (0.4576)  loss_giou_aux_4: 0.3834 (0.4563)  loss_giou_aux_5: 0.4782 (0.5394)  loss_giou_dn_0: 0.5085 (0.5530)  loss_giou_dn_1: 0.4063 (0.4446)  loss_giou_dn_2: 0.3751 (0.4129)  loss_giou_dn_3: 0.3631 (0.4046)  loss_giou_dn_4: 0.3624 (0.4025)  loss_giou_dn_5: 0.3624 (0.4027)  loss_vfl: 0.6307 (0.6451)  loss_vfl_aux_0: 0.7157 (0.7381)  loss_vfl_aux_1: 0.6865 (0.6946)  loss_vfl_aux_2: 0.6614 (0.6699)  loss_vfl_aux_3: 0.6498 (0.6573)  loss_vfl_aux_4: 0.6348 (0.6494)  loss_vfl_aux_5: 0.7052 (0.7327)  loss_vfl_dn_0: 0.4342 (0.4423)  loss_vfl_dn_1: 0.3654 (0.3764)  loss_vfl_dn_2: 0.3504 (0.3604)  loss_vfl_dn_3: 0.3445 (0.3533)  loss_vfl_dn_4: 0.3436 (0.3508)  loss_vfl_dn_5: 0.3437 (0.3500)  time: 0.4808  data: 0.0177  max mem: 5654
Epoch: [69]  [4300/7393]  eta: 0:25:22  lr: 0.000010  loss: 15.0607 (15.0829)  loss_bbox: 0.1312 (0.1444)  loss_bbox_aux_0: 0.1548 (0.1568)  loss_bbox_aux_1: 0.1419 (0.1496)  loss_bbox_aux_2: 0.1399 (0.1467)  loss_bbox_aux_3: 0.1338 (0.1448)  loss_bbox_aux_4: 0.1325 (0.1442)  loss_bbox_aux_5: 0.1831 (0.1907)  loss_bbox_dn_0: 0.2312 (0.2482)  loss_bbox_dn_1: 0.1678 (0.1799)  loss_bbox_dn_2: 0.1523 (0.1598)  loss_bbox_dn_3: 0.1459 (0.1540)  loss_bbox_dn_4: 0.1424 (0.1526)  loss_bbox_dn_5: 0.1425 (0.1526)  loss_giou: 0.4391 (0.4564)  loss_giou_aux_0: 0.4540 (0.4789)  loss_giou_aux_1: 0.4467 (0.4661)  loss_giou_aux_2: 0.4391 (0.4610)  loss_giou_aux_3: 0.4345 (0.4577)  loss_giou_aux_4: 0.4328 (0.4564)  loss_giou_aux_5: 0.5213 (0.5395)  loss_giou_dn_0: 0.5581 (0.5531)  loss_giou_dn_1: 0.4425 (0.4447)  loss_giou_dn_2: 0.4083 (0.4130)  loss_giou_dn_3: 0.3966 (0.4047)  loss_giou_dn_4: 0.3938 (0.4026)  loss_giou_dn_5: 0.3936 (0.4028)  loss_vfl: 0.6479 (0.6453)  loss_vfl_aux_0: 0.7481 (0.7382)  loss_vfl_aux_1: 0.7238 (0.6947)  loss_vfl_aux_2: 0.6737 (0.6699)  loss_vfl_aux_3: 0.6546 (0.6574)  loss_vfl_aux_4: 0.6541 (0.6496)  loss_vfl_aux_5: 0.7427 (0.7328)  loss_vfl_dn_0: 0.4465 (0.4423)  loss_vfl_dn_1: 0.3827 (0.3765)  loss_vfl_dn_2: 0.3669 (0.3605)  loss_vfl_dn_3: 0.3606 (0.3534)  loss_vfl_dn_4: 0.3572 (0.3508)  loss_vfl_dn_5: 0.3557 (0.3501)  time: 0.4857  data: 0.0172  max mem: 5654
Epoch: [69]  [4400/7393]  eta: 0:24:32  lr: 0.000010  loss: 15.4154 (15.0844)  loss_bbox: 0.1479 (0.1443)  loss_bbox_aux_0: 0.1679 (0.1567)  loss_bbox_aux_1: 0.1496 (0.1496)  loss_bbox_aux_2: 0.1512 (0.1467)  loss_bbox_aux_3: 0.1454 (0.1447)  loss_bbox_aux_4: 0.1479 (0.1442)  loss_bbox_aux_5: 0.1970 (0.1906)  loss_bbox_dn_0: 0.2762 (0.2480)  loss_bbox_dn_1: 0.1976 (0.1798)  loss_bbox_dn_2: 0.1742 (0.1597)  loss_bbox_dn_3: 0.1634 (0.1539)  loss_bbox_dn_4: 0.1611 (0.1525)  loss_bbox_dn_5: 0.1611 (0.1525)  loss_giou: 0.4078 (0.4565)  loss_giou_aux_0: 0.4380 (0.4791)  loss_giou_aux_1: 0.4181 (0.4663)  loss_giou_aux_2: 0.4082 (0.4612)  loss_giou_aux_3: 0.4033 (0.4579)  loss_giou_aux_4: 0.4090 (0.4566)  loss_giou_aux_5: 0.5057 (0.5397)  loss_giou_dn_0: 0.5412 (0.5532)  loss_giou_dn_1: 0.4160 (0.4448)  loss_giou_dn_2: 0.3868 (0.4131)  loss_giou_dn_3: 0.3781 (0.4048)  loss_giou_dn_4: 0.3769 (0.4027)  loss_giou_dn_5: 0.3768 (0.4029)  loss_vfl: 0.6757 (0.6453)  loss_vfl_aux_0: 0.7525 (0.7383)  loss_vfl_aux_1: 0.7242 (0.6948)  loss_vfl_aux_2: 0.6977 (0.6701)  loss_vfl_aux_3: 0.6791 (0.6575)  loss_vfl_aux_4: 0.6690 (0.6497)  loss_vfl_aux_5: 0.7339 (0.7328)  loss_vfl_dn_0: 0.4399 (0.4424)  loss_vfl_dn_1: 0.3787 (0.3766)  loss_vfl_dn_2: 0.3625 (0.3606)  loss_vfl_dn_3: 0.3541 (0.3534)  loss_vfl_dn_4: 0.3496 (0.3509)  loss_vfl_dn_5: 0.3479 (0.3501)  time: 0.4730  data: 0.0176  max mem: 5654
Epoch: [69]  [4500/7393]  eta: 0:23:42  lr: 0.000010  loss: 15.1304 (15.0897)  loss_bbox: 0.1441 (0.1444)  loss_bbox_aux_0: 0.1517 (0.1568)  loss_bbox_aux_1: 0.1451 (0.1497)  loss_bbox_aux_2: 0.1454 (0.1468)  loss_bbox_aux_3: 0.1431 (0.1448)  loss_bbox_aux_4: 0.1398 (0.1443)  loss_bbox_aux_5: 0.1835 (0.1907)  loss_bbox_dn_0: 0.2141 (0.2481)  loss_bbox_dn_1: 0.1621 (0.1799)  loss_bbox_dn_2: 0.1412 (0.1598)  loss_bbox_dn_3: 0.1339 (0.1541)  loss_bbox_dn_4: 0.1325 (0.1526)  loss_bbox_dn_5: 0.1325 (0.1527)  loss_giou: 0.4666 (0.4568)  loss_giou_aux_0: 0.4836 (0.4794)  loss_giou_aux_1: 0.4718 (0.4665)  loss_giou_aux_2: 0.4768 (0.4614)  loss_giou_aux_3: 0.4669 (0.4581)  loss_giou_aux_4: 0.4665 (0.4568)  loss_giou_aux_5: 0.5353 (0.5399)  loss_giou_dn_0: 0.5686 (0.5534)  loss_giou_dn_1: 0.4518 (0.4450)  loss_giou_dn_2: 0.4191 (0.4133)  loss_giou_dn_3: 0.4125 (0.4050)  loss_giou_dn_4: 0.4134 (0.4029)  loss_giou_dn_5: 0.4139 (0.4031)  loss_vfl: 0.6223 (0.6455)  loss_vfl_aux_0: 0.7204 (0.7382)  loss_vfl_aux_1: 0.6547 (0.6948)  loss_vfl_aux_2: 0.6424 (0.6702)  loss_vfl_aux_3: 0.6304 (0.6577)  loss_vfl_aux_4: 0.6246 (0.6498)  loss_vfl_aux_5: 0.7142 (0.7328)  loss_vfl_dn_0: 0.4419 (0.4424)  loss_vfl_dn_1: 0.3778 (0.3766)  loss_vfl_dn_2: 0.3596 (0.3607)  loss_vfl_dn_3: 0.3572 (0.3535)  loss_vfl_dn_4: 0.3541 (0.3510)  loss_vfl_dn_5: 0.3520 (0.3502)  time: 0.4879  data: 0.0174  max mem: 5654
Epoch: [69]  [4600/7393]  eta: 0:22:52  lr: 0.000010  loss: 15.0369 (15.0895)  loss_bbox: 0.1502 (0.1446)  loss_bbox_aux_0: 0.1549 (0.1570)  loss_bbox_aux_1: 0.1471 (0.1498)  loss_bbox_aux_2: 0.1466 (0.1469)  loss_bbox_aux_3: 0.1503 (0.1449)  loss_bbox_aux_4: 0.1502 (0.1444)  loss_bbox_aux_5: 0.1811 (0.1908)  loss_bbox_dn_0: 0.2220 (0.2482)  loss_bbox_dn_1: 0.1705 (0.1799)  loss_bbox_dn_2: 0.1546 (0.1599)  loss_bbox_dn_3: 0.1492 (0.1541)  loss_bbox_dn_4: 0.1446 (0.1527)  loss_bbox_dn_5: 0.1446 (0.1528)  loss_giou: 0.4175 (0.4568)  loss_giou_aux_0: 0.4471 (0.4794)  loss_giou_aux_1: 0.4346 (0.4666)  loss_giou_aux_2: 0.4167 (0.4615)  loss_giou_aux_3: 0.4131 (0.4582)  loss_giou_aux_4: 0.4151 (0.4569)  loss_giou_aux_5: 0.5014 (0.5399)  loss_giou_dn_0: 0.5151 (0.5533)  loss_giou_dn_1: 0.4194 (0.4449)  loss_giou_dn_2: 0.3957 (0.4133)  loss_giou_dn_3: 0.3929 (0.4050)  loss_giou_dn_4: 0.3892 (0.4029)  loss_giou_dn_5: 0.3894 (0.4031)  loss_vfl: 0.6435 (0.6452)  loss_vfl_aux_0: 0.7381 (0.7379)  loss_vfl_aux_1: 0.7006 (0.6946)  loss_vfl_aux_2: 0.6953 (0.6700)  loss_vfl_aux_3: 0.6643 (0.6575)  loss_vfl_aux_4: 0.6517 (0.6496)  loss_vfl_aux_5: 0.7395 (0.7326)  loss_vfl_dn_0: 0.4395 (0.4424)  loss_vfl_dn_1: 0.3744 (0.3766)  loss_vfl_dn_2: 0.3599 (0.3606)  loss_vfl_dn_3: 0.3519 (0.3535)  loss_vfl_dn_4: 0.3446 (0.3510)  loss_vfl_dn_5: 0.3445 (0.3502)  time: 0.4982  data: 0.0175  max mem: 5654
Epoch: [69]  [4700/7393]  eta: 0:22:02  lr: 0.000010  loss: 14.8817 (15.0929)  loss_bbox: 0.1553 (0.1447)  loss_bbox_aux_0: 0.1608 (0.1570)  loss_bbox_aux_1: 0.1500 (0.1498)  loss_bbox_aux_2: 0.1531 (0.1470)  loss_bbox_aux_3: 0.1518 (0.1450)  loss_bbox_aux_4: 0.1554 (0.1445)  loss_bbox_aux_5: 0.2002 (0.1909)  loss_bbox_dn_0: 0.2408 (0.2482)  loss_bbox_dn_1: 0.1709 (0.1800)  loss_bbox_dn_2: 0.1453 (0.1599)  loss_bbox_dn_3: 0.1384 (0.1542)  loss_bbox_dn_4: 0.1384 (0.1528)  loss_bbox_dn_5: 0.1384 (0.1528)  loss_giou: 0.4316 (0.4571)  loss_giou_aux_0: 0.4842 (0.4797)  loss_giou_aux_1: 0.4507 (0.4668)  loss_giou_aux_2: 0.4456 (0.4617)  loss_giou_aux_3: 0.4297 (0.4584)  loss_giou_aux_4: 0.4308 (0.4572)  loss_giou_aux_5: 0.5321 (0.5402)  loss_giou_dn_0: 0.5365 (0.5534)  loss_giou_dn_1: 0.4257 (0.4450)  loss_giou_dn_2: 0.3969 (0.4134)  loss_giou_dn_3: 0.3892 (0.4051)  loss_giou_dn_4: 0.3882 (0.4030)  loss_giou_dn_5: 0.3888 (0.4032)  loss_vfl: 0.6334 (0.6451)  loss_vfl_aux_0: 0.7569 (0.7381)  loss_vfl_aux_1: 0.7233 (0.6949)  loss_vfl_aux_2: 0.6791 (0.6701)  loss_vfl_aux_3: 0.6400 (0.6575)  loss_vfl_aux_4: 0.6323 (0.6495)  loss_vfl_aux_5: 0.7434 (0.7325)  loss_vfl_dn_0: 0.4433 (0.4424)  loss_vfl_dn_1: 0.3801 (0.3766)  loss_vfl_dn_2: 0.3627 (0.3606)  loss_vfl_dn_3: 0.3551 (0.3535)  loss_vfl_dn_4: 0.3522 (0.3510)  loss_vfl_dn_5: 0.3526 (0.3502)  time: 0.4790  data: 0.0176  max mem: 5654
Epoch: [69]  [4800/7393]  eta: 0:21:13  lr: 0.000010  loss: 14.6336 (15.0972)  loss_bbox: 0.1386 (0.1447)  loss_bbox_aux_0: 0.1512 (0.1570)  loss_bbox_aux_1: 0.1406 (0.1499)  loss_bbox_aux_2: 0.1356 (0.1471)  loss_bbox_aux_3: 0.1398 (0.1451)  loss_bbox_aux_4: 0.1373 (0.1446)  loss_bbox_aux_5: 0.1834 (0.1910)  loss_bbox_dn_0: 0.2498 (0.2483)  loss_bbox_dn_1: 0.1795 (0.1800)  loss_bbox_dn_2: 0.1606 (0.1600)  loss_bbox_dn_3: 0.1542 (0.1542)  loss_bbox_dn_4: 0.1511 (0.1529)  loss_bbox_dn_5: 0.1511 (0.1529)  loss_giou: 0.4353 (0.4572)  loss_giou_aux_0: 0.4469 (0.4799)  loss_giou_aux_1: 0.4336 (0.4669)  loss_giou_aux_2: 0.4276 (0.4618)  loss_giou_aux_3: 0.4341 (0.4585)  loss_giou_aux_4: 0.4322 (0.4573)  loss_giou_aux_5: 0.4996 (0.5403)  loss_giou_dn_0: 0.5381 (0.5537)  loss_giou_dn_1: 0.4253 (0.4452)  loss_giou_dn_2: 0.3950 (0.4136)  loss_giou_dn_3: 0.3840 (0.4053)  loss_giou_dn_4: 0.3836 (0.4032)  loss_giou_dn_5: 0.3837 (0.4034)  loss_vfl: 0.6520 (0.6453)  loss_vfl_aux_0: 0.7460 (0.7383)  loss_vfl_aux_1: 0.7146 (0.6951)  loss_vfl_aux_2: 0.6789 (0.6702)  loss_vfl_aux_3: 0.6728 (0.6577)  loss_vfl_aux_4: 0.6510 (0.6497)  loss_vfl_aux_5: 0.7515 (0.7326)  loss_vfl_dn_0: 0.4415 (0.4424)  loss_vfl_dn_1: 0.3780 (0.3766)  loss_vfl_dn_2: 0.3621 (0.3606)  loss_vfl_dn_3: 0.3554 (0.3535)  loss_vfl_dn_4: 0.3536 (0.3510)  loss_vfl_dn_5: 0.3531 (0.3502)  time: 0.4806  data: 0.0176  max mem: 5654
Epoch: [69]  [4900/7393]  eta: 0:20:23  lr: 0.000010  loss: 14.6037 (15.0984)  loss_bbox: 0.1288 (0.1447)  loss_bbox_aux_0: 0.1313 (0.1571)  loss_bbox_aux_1: 0.1336 (0.1499)  loss_bbox_aux_2: 0.1298 (0.1471)  loss_bbox_aux_3: 0.1241 (0.1451)  loss_bbox_aux_4: 0.1295 (0.1446)  loss_bbox_aux_5: 0.1664 (0.1911)  loss_bbox_dn_0: 0.2148 (0.2485)  loss_bbox_dn_1: 0.1570 (0.1801)  loss_bbox_dn_2: 0.1317 (0.1600)  loss_bbox_dn_3: 0.1278 (0.1543)  loss_bbox_dn_4: 0.1277 (0.1529)  loss_bbox_dn_5: 0.1277 (0.1529)  loss_giou: 0.4237 (0.4570)  loss_giou_aux_0: 0.4670 (0.4798)  loss_giou_aux_1: 0.4509 (0.4667)  loss_giou_aux_2: 0.4301 (0.4617)  loss_giou_aux_3: 0.4286 (0.4584)  loss_giou_aux_4: 0.4234 (0.4571)  loss_giou_aux_5: 0.5326 (0.5403)  loss_giou_dn_0: 0.5507 (0.5537)  loss_giou_dn_1: 0.4358 (0.4451)  loss_giou_dn_2: 0.4101 (0.4135)  loss_giou_dn_3: 0.4008 (0.4052)  loss_giou_dn_4: 0.3970 (0.4031)  loss_giou_dn_5: 0.3971 (0.4033)  loss_vfl: 0.6338 (0.6456)  loss_vfl_aux_0: 0.7058 (0.7384)  loss_vfl_aux_1: 0.6855 (0.6954)  loss_vfl_aux_2: 0.6547 (0.6706)  loss_vfl_aux_3: 0.6530 (0.6580)  loss_vfl_aux_4: 0.6365 (0.6500)  loss_vfl_aux_5: 0.7157 (0.7329)  loss_vfl_dn_0: 0.4419 (0.4424)  loss_vfl_dn_1: 0.3770 (0.3766)  loss_vfl_dn_2: 0.3620 (0.3606)  loss_vfl_dn_3: 0.3538 (0.3535)  loss_vfl_dn_4: 0.3526 (0.3510)  loss_vfl_dn_5: 0.3513 (0.3502)  time: 0.4695  data: 0.0175  max mem: 5654
Epoch: [69]  [5000/7393]  eta: 0:19:34  lr: 0.000010  loss: 15.4978 (15.1023)  loss_bbox: 0.1560 (0.1448)  loss_bbox_aux_0: 0.1593 (0.1572)  loss_bbox_aux_1: 0.1522 (0.1500)  loss_bbox_aux_2: 0.1493 (0.1472)  loss_bbox_aux_3: 0.1529 (0.1452)  loss_bbox_aux_4: 0.1535 (0.1447)  loss_bbox_aux_5: 0.2006 (0.1912)  loss_bbox_dn_0: 0.2478 (0.2485)  loss_bbox_dn_1: 0.1830 (0.1802)  loss_bbox_dn_2: 0.1665 (0.1601)  loss_bbox_dn_3: 0.1627 (0.1543)  loss_bbox_dn_4: 0.1613 (0.1530)  loss_bbox_dn_5: 0.1613 (0.1530)  loss_giou: 0.4532 (0.4572)  loss_giou_aux_0: 0.4550 (0.4800)  loss_giou_aux_1: 0.4492 (0.4669)  loss_giou_aux_2: 0.4520 (0.4619)  loss_giou_aux_3: 0.4526 (0.4586)  loss_giou_aux_4: 0.4531 (0.4573)  loss_giou_aux_5: 0.5381 (0.5405)  loss_giou_dn_0: 0.5583 (0.5538)  loss_giou_dn_1: 0.4470 (0.4453)  loss_giou_dn_2: 0.4143 (0.4137)  loss_giou_dn_3: 0.4107 (0.4054)  loss_giou_dn_4: 0.4108 (0.4033)  loss_giou_dn_5: 0.4110 (0.4035)  loss_vfl: 0.6643 (0.6456)  loss_vfl_aux_0: 0.7553 (0.7385)  loss_vfl_aux_1: 0.7272 (0.6954)  loss_vfl_aux_2: 0.7051 (0.6707)  loss_vfl_aux_3: 0.6978 (0.6580)  loss_vfl_aux_4: 0.6730 (0.6500)  loss_vfl_aux_5: 0.7386 (0.7329)  loss_vfl_dn_0: 0.4373 (0.4424)  loss_vfl_dn_1: 0.3795 (0.3766)  loss_vfl_dn_2: 0.3661 (0.3607)  loss_vfl_dn_3: 0.3588 (0.3536)  loss_vfl_dn_4: 0.3566 (0.3510)  loss_vfl_dn_5: 0.3558 (0.3503)  time: 0.4732  data: 0.0174  max mem: 5654
Epoch: [69]  [5100/7393]  eta: 0:18:44  lr: 0.000010  loss: 15.7331 (15.1070)  loss_bbox: 0.1482 (0.1448)  loss_bbox_aux_0: 0.1451 (0.1572)  loss_bbox_aux_1: 0.1396 (0.1499)  loss_bbox_aux_2: 0.1462 (0.1471)  loss_bbox_aux_3: 0.1496 (0.1452)  loss_bbox_aux_4: 0.1507 (0.1447)  loss_bbox_aux_5: 0.1806 (0.1912)  loss_bbox_dn_0: 0.2298 (0.2485)  loss_bbox_dn_1: 0.1669 (0.1801)  loss_bbox_dn_2: 0.1475 (0.1601)  loss_bbox_dn_3: 0.1399 (0.1543)  loss_bbox_dn_4: 0.1373 (0.1529)  loss_bbox_dn_5: 0.1373 (0.1529)  loss_giou: 0.4456 (0.4573)  loss_giou_aux_0: 0.4647 (0.4801)  loss_giou_aux_1: 0.4488 (0.4669)  loss_giou_aux_2: 0.4409 (0.4619)  loss_giou_aux_3: 0.4486 (0.4586)  loss_giou_aux_4: 0.4448 (0.4574)  loss_giou_aux_5: 0.5114 (0.5405)  loss_giou_dn_0: 0.5447 (0.5539)  loss_giou_dn_1: 0.4569 (0.4454)  loss_giou_dn_2: 0.4218 (0.4137)  loss_giou_dn_3: 0.4120 (0.4054)  loss_giou_dn_4: 0.4095 (0.4033)  loss_giou_dn_5: 0.4093 (0.4035)  loss_vfl: 0.6620 (0.6460)  loss_vfl_aux_0: 0.7360 (0.7386)  loss_vfl_aux_1: 0.7338 (0.6968)  loss_vfl_aux_2: 0.7275 (0.6720)  loss_vfl_aux_3: 0.6788 (0.6585)  loss_vfl_aux_4: 0.6633 (0.6504)  loss_vfl_aux_5: 0.7209 (0.7330)  loss_vfl_dn_0: 0.4425 (0.4424)  loss_vfl_dn_1: 0.3777 (0.3767)  loss_vfl_dn_2: 0.3640 (0.3607)  loss_vfl_dn_3: 0.3561 (0.3536)  loss_vfl_dn_4: 0.3545 (0.3510)  loss_vfl_dn_5: 0.3566 (0.3503)  time: 0.4946  data: 0.0175  max mem: 5654
Epoch: [69]  [5200/7393]  eta: 0:17:55  lr: 0.000010  loss: 15.0894 (15.1116)  loss_bbox: 0.1464 (0.1449)  loss_bbox_aux_0: 0.1470 (0.1572)  loss_bbox_aux_1: 0.1392 (0.1499)  loss_bbox_aux_2: 0.1316 (0.1471)  loss_bbox_aux_3: 0.1352 (0.1453)  loss_bbox_aux_4: 0.1462 (0.1448)  loss_bbox_aux_5: 0.1759 (0.1912)  loss_bbox_dn_0: 0.2316 (0.2485)  loss_bbox_dn_1: 0.1785 (0.1801)  loss_bbox_dn_2: 0.1613 (0.1601)  loss_bbox_dn_3: 0.1565 (0.1543)  loss_bbox_dn_4: 0.1584 (0.1529)  loss_bbox_dn_5: 0.1584 (0.1529)  loss_giou: 0.4241 (0.4575)  loss_giou_aux_0: 0.4367 (0.4802)  loss_giou_aux_1: 0.4174 (0.4670)  loss_giou_aux_2: 0.4150 (0.4620)  loss_giou_aux_3: 0.4261 (0.4588)  loss_giou_aux_4: 0.4216 (0.4576)  loss_giou_aux_5: 0.4979 (0.5408)  loss_giou_dn_0: 0.5424 (0.5540)  loss_giou_dn_1: 0.4400 (0.4456)  loss_giou_dn_2: 0.4074 (0.4139)  loss_giou_dn_3: 0.3984 (0.4056)  loss_giou_dn_4: 0.3960 (0.4035)  loss_giou_dn_5: 0.3960 (0.4037)  loss_vfl: 0.6460 (0.6460)  loss_vfl_aux_0: 0.7686 (0.7388)  loss_vfl_aux_1: 0.7433 (0.6977)  loss_vfl_aux_2: 0.7136 (0.6730)  loss_vfl_aux_3: 0.6502 (0.6587)  loss_vfl_aux_4: 0.6428 (0.6504)  loss_vfl_aux_5: 0.7423 (0.7328)  loss_vfl_dn_0: 0.4468 (0.4424)  loss_vfl_dn_1: 0.3860 (0.3768)  loss_vfl_dn_2: 0.3671 (0.3607)  loss_vfl_dn_3: 0.3571 (0.3536)  loss_vfl_dn_4: 0.3564 (0.3511)  loss_vfl_dn_5: 0.3547 (0.3503)  time: 0.4852  data: 0.0175  max mem: 5654
Epoch: [69]  [5300/7393]  eta: 0:17:06  lr: 0.000010  loss: 15.6132 (15.1201)  loss_bbox: 0.1332 (0.1449)  loss_bbox_aux_0: 0.1522 (0.1573)  loss_bbox_aux_1: 0.1413 (0.1499)  loss_bbox_aux_2: 0.1443 (0.1472)  loss_bbox_aux_3: 0.1433 (0.1453)  loss_bbox_aux_4: 0.1332 (0.1448)  loss_bbox_aux_5: 0.1848 (0.1913)  loss_bbox_dn_0: 0.2466 (0.2486)  loss_bbox_dn_1: 0.1749 (0.1803)  loss_bbox_dn_2: 0.1507 (0.1602)  loss_bbox_dn_3: 0.1461 (0.1544)  loss_bbox_dn_4: 0.1447 (0.1530)  loss_bbox_dn_5: 0.1447 (0.1530)  loss_giou: 0.4435 (0.4576)  loss_giou_aux_0: 0.4831 (0.4804)  loss_giou_aux_1: 0.4578 (0.4671)  loss_giou_aux_2: 0.4536 (0.4622)  loss_giou_aux_3: 0.4467 (0.4589)  loss_giou_aux_4: 0.4432 (0.4577)  loss_giou_aux_5: 0.5300 (0.5408)  loss_giou_dn_0: 0.5816 (0.5542)  loss_giou_dn_1: 0.4790 (0.4458)  loss_giou_dn_2: 0.4471 (0.4140)  loss_giou_dn_3: 0.4379 (0.4057)  loss_giou_dn_4: 0.4353 (0.4036)  loss_giou_dn_5: 0.4357 (0.4038)  loss_vfl: 0.6575 (0.6465)  loss_vfl_aux_0: 0.7463 (0.7393)  loss_vfl_aux_1: 0.7340 (0.6988)  loss_vfl_aux_2: 0.7369 (0.6743)  loss_vfl_aux_3: 0.6941 (0.6593)  loss_vfl_aux_4: 0.6568 (0.6509)  loss_vfl_aux_5: 0.7346 (0.7331)  loss_vfl_dn_0: 0.4465 (0.4425)  loss_vfl_dn_1: 0.3898 (0.3769)  loss_vfl_dn_2: 0.3697 (0.3609)  loss_vfl_dn_3: 0.3619 (0.3538)  loss_vfl_dn_4: 0.3589 (0.3512)  loss_vfl_dn_5: 0.3584 (0.3505)  time: 0.4841  data: 0.0175  max mem: 5654
Epoch: [69]  [5400/7393]  eta: 0:16:16  lr: 0.000010  loss: 15.7177 (15.1235)  loss_bbox: 0.1377 (0.1449)  loss_bbox_aux_0: 0.1430 (0.1573)  loss_bbox_aux_1: 0.1418 (0.1499)  loss_bbox_aux_2: 0.1378 (0.1472)  loss_bbox_aux_3: 0.1383 (0.1453)  loss_bbox_aux_4: 0.1398 (0.1448)  loss_bbox_aux_5: 0.1710 (0.1913)  loss_bbox_dn_0: 0.2131 (0.2486)  loss_bbox_dn_1: 0.1552 (0.1803)  loss_bbox_dn_2: 0.1337 (0.1601)  loss_bbox_dn_3: 0.1290 (0.1544)  loss_bbox_dn_4: 0.1296 (0.1530)  loss_bbox_dn_5: 0.1296 (0.1530)  loss_giou: 0.4779 (0.4578)  loss_giou_aux_0: 0.5115 (0.4805)  loss_giou_aux_1: 0.4971 (0.4672)  loss_giou_aux_2: 0.4846 (0.4623)  loss_giou_aux_3: 0.4708 (0.4591)  loss_giou_aux_4: 0.4744 (0.4578)  loss_giou_aux_5: 0.5488 (0.5410)  loss_giou_dn_0: 0.5860 (0.5543)  loss_giou_dn_1: 0.4784 (0.4459)  loss_giou_dn_2: 0.4465 (0.4141)  loss_giou_dn_3: 0.4417 (0.4058)  loss_giou_dn_4: 0.4387 (0.4037)  loss_giou_dn_5: 0.4390 (0.4039)  loss_vfl: 0.6339 (0.6467)  loss_vfl_aux_0: 0.7284 (0.7397)  loss_vfl_aux_1: 0.6911 (0.6993)  loss_vfl_aux_2: 0.6478 (0.6746)  loss_vfl_aux_3: 0.6494 (0.6595)  loss_vfl_aux_4: 0.6382 (0.6511)  loss_vfl_aux_5: 0.7326 (0.7330)  loss_vfl_dn_0: 0.4478 (0.4426)  loss_vfl_dn_1: 0.3884 (0.3770)  loss_vfl_dn_2: 0.3710 (0.3609)  loss_vfl_dn_3: 0.3648 (0.3538)  loss_vfl_dn_4: 0.3624 (0.3512)  loss_vfl_dn_5: 0.3619 (0.3505)  time: 0.4891  data: 0.0176  max mem: 5654
Epoch: [69]  [5500/7393]  eta: 0:15:27  lr: 0.000010  loss: 15.7317 (15.1245)  loss_bbox: 0.1396 (0.1449)  loss_bbox_aux_0: 0.1531 (0.1573)  loss_bbox_aux_1: 0.1417 (0.1499)  loss_bbox_aux_2: 0.1469 (0.1472)  loss_bbox_aux_3: 0.1347 (0.1453)  loss_bbox_aux_4: 0.1344 (0.1448)  loss_bbox_aux_5: 0.1926 (0.1913)  loss_bbox_dn_0: 0.2387 (0.2484)  loss_bbox_dn_1: 0.1815 (0.1802)  loss_bbox_dn_2: 0.1593 (0.1601)  loss_bbox_dn_3: 0.1471 (0.1543)  loss_bbox_dn_4: 0.1454 (0.1529)  loss_bbox_dn_5: 0.1455 (0.1529)  loss_giou: 0.3957 (0.4578)  loss_giou_aux_0: 0.4310 (0.4805)  loss_giou_aux_1: 0.4221 (0.4672)  loss_giou_aux_2: 0.4218 (0.4623)  loss_giou_aux_3: 0.4150 (0.4591)  loss_giou_aux_4: 0.4073 (0.4579)  loss_giou_aux_5: 0.4909 (0.5410)  loss_giou_dn_0: 0.5517 (0.5544)  loss_giou_dn_1: 0.4396 (0.4460)  loss_giou_dn_2: 0.3932 (0.4142)  loss_giou_dn_3: 0.3794 (0.4058)  loss_giou_dn_4: 0.3759 (0.4037)  loss_giou_dn_5: 0.3760 (0.4039)  loss_vfl: 0.6579 (0.6467)  loss_vfl_aux_0: 0.7710 (0.7399)  loss_vfl_aux_1: 0.7179 (0.6996)  loss_vfl_aux_2: 0.6808 (0.6747)  loss_vfl_aux_3: 0.6561 (0.6596)  loss_vfl_aux_4: 0.6498 (0.6511)  loss_vfl_aux_5: 0.7524 (0.7330)  loss_vfl_dn_0: 0.4504 (0.4427)  loss_vfl_dn_1: 0.3909 (0.3771)  loss_vfl_dn_2: 0.3734 (0.3610)  loss_vfl_dn_3: 0.3650 (0.3539)  loss_vfl_dn_4: 0.3593 (0.3513)  loss_vfl_dn_5: 0.3597 (0.3506)  time: 0.4831  data: 0.0176  max mem: 5654
Epoch: [69]  [5600/7393]  eta: 0:14:38  lr: 0.000010  loss: 15.0533 (15.1288)  loss_bbox: 0.1373 (0.1451)  loss_bbox_aux_0: 0.1477 (0.1574)  loss_bbox_aux_1: 0.1451 (0.1500)  loss_bbox_aux_2: 0.1401 (0.1474)  loss_bbox_aux_3: 0.1359 (0.1455)  loss_bbox_aux_4: 0.1376 (0.1450)  loss_bbox_aux_5: 0.1742 (0.1915)  loss_bbox_dn_0: 0.2507 (0.2486)  loss_bbox_dn_1: 0.1791 (0.1802)  loss_bbox_dn_2: 0.1572 (0.1601)  loss_bbox_dn_3: 0.1456 (0.1544)  loss_bbox_dn_4: 0.1437 (0.1530)  loss_bbox_dn_5: 0.1437 (0.1530)  loss_giou: 0.4339 (0.4578)  loss_giou_aux_0: 0.4552 (0.4805)  loss_giou_aux_1: 0.4427 (0.4672)  loss_giou_aux_2: 0.4459 (0.4623)  loss_giou_aux_3: 0.4353 (0.4590)  loss_giou_aux_4: 0.4340 (0.4578)  loss_giou_aux_5: 0.5077 (0.5411)  loss_giou_dn_0: 0.5524 (0.5545)  loss_giou_dn_1: 0.4546 (0.4460)  loss_giou_dn_2: 0.4185 (0.4143)  loss_giou_dn_3: 0.4039 (0.4059)  loss_giou_dn_4: 0.4006 (0.4038)  loss_giou_dn_5: 0.4005 (0.4040)  loss_vfl: 0.6770 (0.6470)  loss_vfl_aux_0: 0.7721 (0.7402)  loss_vfl_aux_1: 0.7265 (0.7000)  loss_vfl_aux_2: 0.6910 (0.6751)  loss_vfl_aux_3: 0.6816 (0.6598)  loss_vfl_aux_4: 0.6816 (0.6514)  loss_vfl_aux_5: 0.7343 (0.7331)  loss_vfl_dn_0: 0.4475 (0.4428)  loss_vfl_dn_1: 0.3823 (0.3772)  loss_vfl_dn_2: 0.3589 (0.3611)  loss_vfl_dn_3: 0.3528 (0.3539)  loss_vfl_dn_4: 0.3498 (0.3514)  loss_vfl_dn_5: 0.3492 (0.3506)  time: 0.4710  data: 0.0176  max mem: 5654
Epoch: [69]  [5700/7393]  eta: 0:13:49  lr: 0.000010  loss: 15.5060 (15.1339)  loss_bbox: 0.1616 (0.1451)  loss_bbox_aux_0: 0.1767 (0.1575)  loss_bbox_aux_1: 0.1681 (0.1501)  loss_bbox_aux_2: 0.1642 (0.1474)  loss_bbox_aux_3: 0.1599 (0.1455)  loss_bbox_aux_4: 0.1627 (0.1450)  loss_bbox_aux_5: 0.2081 (0.1916)  loss_bbox_dn_0: 0.2811 (0.2487)  loss_bbox_dn_1: 0.2032 (0.1803)  loss_bbox_dn_2: 0.1810 (0.1602)  loss_bbox_dn_3: 0.1791 (0.1544)  loss_bbox_dn_4: 0.1766 (0.1530)  loss_bbox_dn_5: 0.1766 (0.1531)  loss_giou: 0.4275 (0.4578)  loss_giou_aux_0: 0.4590 (0.4805)  loss_giou_aux_1: 0.4411 (0.4672)  loss_giou_aux_2: 0.4517 (0.4623)  loss_giou_aux_3: 0.4333 (0.4591)  loss_giou_aux_4: 0.4204 (0.4579)  loss_giou_aux_5: 0.5155 (0.5411)  loss_giou_dn_0: 0.5507 (0.5546)  loss_giou_dn_1: 0.4524 (0.4461)  loss_giou_dn_2: 0.4159 (0.4144)  loss_giou_dn_3: 0.4072 (0.4060)  loss_giou_dn_4: 0.4030 (0.4039)  loss_giou_dn_5: 0.4029 (0.4041)  loss_vfl: 0.6716 (0.6474)  loss_vfl_aux_0: 0.7908 (0.7405)  loss_vfl_aux_1: 0.7562 (0.7009)  loss_vfl_aux_2: 0.7252 (0.6759)  loss_vfl_aux_3: 0.6911 (0.6603)  loss_vfl_aux_4: 0.6823 (0.6517)  loss_vfl_aux_5: 0.7343 (0.7334)  loss_vfl_dn_0: 0.4543 (0.4428)  loss_vfl_dn_1: 0.3914 (0.3772)  loss_vfl_dn_2: 0.3715 (0.3611)  loss_vfl_dn_3: 0.3639 (0.3540)  loss_vfl_dn_4: 0.3585 (0.3514)  loss_vfl_dn_5: 0.3580 (0.3506)  time: 0.4877  data: 0.0174  max mem: 5654
Epoch: [69]  [5800/7393]  eta: 0:13:00  lr: 0.000010  loss: 15.5358 (15.1366)  loss_bbox: 0.1476 (0.1451)  loss_bbox_aux_0: 0.1564 (0.1575)  loss_bbox_aux_1: 0.1458 (0.1501)  loss_bbox_aux_2: 0.1493 (0.1474)  loss_bbox_aux_3: 0.1447 (0.1455)  loss_bbox_aux_4: 0.1419 (0.1450)  loss_bbox_aux_5: 0.1847 (0.1915)  loss_bbox_dn_0: 0.2556 (0.2486)  loss_bbox_dn_1: 0.1796 (0.1803)  loss_bbox_dn_2: 0.1658 (0.1602)  loss_bbox_dn_3: 0.1581 (0.1544)  loss_bbox_dn_4: 0.1554 (0.1530)  loss_bbox_dn_5: 0.1555 (0.1530)  loss_giou: 0.4707 (0.4579)  loss_giou_aux_0: 0.4886 (0.4807)  loss_giou_aux_1: 0.4801 (0.4673)  loss_giou_aux_2: 0.4923 (0.4625)  loss_giou_aux_3: 0.4836 (0.4592)  loss_giou_aux_4: 0.4720 (0.4580)  loss_giou_aux_5: 0.5527 (0.5413)  loss_giou_dn_0: 0.5702 (0.5548)  loss_giou_dn_1: 0.4683 (0.4463)  loss_giou_dn_2: 0.4377 (0.4145)  loss_giou_dn_3: 0.4224 (0.4061)  loss_giou_dn_4: 0.4206 (0.4040)  loss_giou_dn_5: 0.4205 (0.4042)  loss_vfl: 0.6795 (0.6473)  loss_vfl_aux_0: 0.7726 (0.7408)  loss_vfl_aux_1: 0.7254 (0.7011)  loss_vfl_aux_2: 0.7234 (0.6762)  loss_vfl_aux_3: 0.6841 (0.6603)  loss_vfl_aux_4: 0.6683 (0.6517)  loss_vfl_aux_5: 0.7538 (0.7332)  loss_vfl_dn_0: 0.4474 (0.4429)  loss_vfl_dn_1: 0.3899 (0.3773)  loss_vfl_dn_2: 0.3744 (0.3612)  loss_vfl_dn_3: 0.3653 (0.3540)  loss_vfl_dn_4: 0.3648 (0.3515)  loss_vfl_dn_5: 0.3651 (0.3507)  time: 0.4852  data: 0.0177  max mem: 5654
Epoch: [69]  [5900/7393]  eta: 0:12:14  lr: 0.000010  loss: 15.1271 (15.1376)  loss_bbox: 0.1431 (0.1450)  loss_bbox_aux_0: 0.1626 (0.1575)  loss_bbox_aux_1: 0.1630 (0.1501)  loss_bbox_aux_2: 0.1523 (0.1473)  loss_bbox_aux_3: 0.1488 (0.1455)  loss_bbox_aux_4: 0.1409 (0.1449)  loss_bbox_aux_5: 0.1923 (0.1915)  loss_bbox_dn_0: 0.2679 (0.2487)  loss_bbox_dn_1: 0.2014 (0.1804)  loss_bbox_dn_2: 0.1740 (0.1602)  loss_bbox_dn_3: 0.1671 (0.1544)  loss_bbox_dn_4: 0.1634 (0.1530)  loss_bbox_dn_5: 0.1635 (0.1531)  loss_giou: 0.4083 (0.4577)  loss_giou_aux_0: 0.4292 (0.4805)  loss_giou_aux_1: 0.4112 (0.4671)  loss_giou_aux_2: 0.4049 (0.4622)  loss_giou_aux_3: 0.4099 (0.4590)  loss_giou_aux_4: 0.4051 (0.4577)  loss_giou_aux_5: 0.4861 (0.5411)  loss_giou_dn_0: 0.5212 (0.5548)  loss_giou_dn_1: 0.4183 (0.4462)  loss_giou_dn_2: 0.3805 (0.4144)  loss_giou_dn_3: 0.3719 (0.4060)  loss_giou_dn_4: 0.3687 (0.4039)  loss_giou_dn_5: 0.3688 (0.4041)  loss_vfl: 0.6915 (0.6477)  loss_vfl_aux_0: 0.7904 (0.7413)  loss_vfl_aux_1: 0.7689 (0.7016)  loss_vfl_aux_2: 0.7234 (0.6768)  loss_vfl_aux_3: 0.6930 (0.6606)  loss_vfl_aux_4: 0.6877 (0.6520)  loss_vfl_aux_5: 0.7847 (0.7335)  loss_vfl_dn_0: 0.4495 (0.4429)  loss_vfl_dn_1: 0.3816 (0.3774)  loss_vfl_dn_2: 0.3696 (0.3612)  loss_vfl_dn_3: 0.3630 (0.3541)  loss_vfl_dn_4: 0.3583 (0.3515)  loss_vfl_dn_5: 0.3558 (0.3507)  time: 0.4912  data: 0.0177  max mem: 5654
Epoch: [69]  [6000/7393]  eta: 0:11:24  lr: 0.000010  loss: 15.0720 (15.1339)  loss_bbox: 0.1358 (0.1451)  loss_bbox_aux_0: 0.1580 (0.1575)  loss_bbox_aux_1: 0.1493 (0.1501)  loss_bbox_aux_2: 0.1458 (0.1474)  loss_bbox_aux_3: 0.1434 (0.1455)  loss_bbox_aux_4: 0.1374 (0.1450)  loss_bbox_aux_5: 0.1761 (0.1916)  loss_bbox_dn_0: 0.2344 (0.2488)  loss_bbox_dn_1: 0.1694 (0.1804)  loss_bbox_dn_2: 0.1617 (0.1603)  loss_bbox_dn_3: 0.1517 (0.1545)  loss_bbox_dn_4: 0.1466 (0.1531)  loss_bbox_dn_5: 0.1466 (0.1531)  loss_giou: 0.4214 (0.4571)  loss_giou_aux_0: 0.4476 (0.4800)  loss_giou_aux_1: 0.4273 (0.4666)  loss_giou_aux_2: 0.4281 (0.4617)  loss_giou_aux_3: 0.4295 (0.4585)  loss_giou_aux_4: 0.4304 (0.4572)  loss_giou_aux_5: 0.5018 (0.5406)  loss_giou_dn_0: 0.5635 (0.5544)  loss_giou_dn_1: 0.4470 (0.4459)  loss_giou_dn_2: 0.4182 (0.4141)  loss_giou_dn_3: 0.4149 (0.4056)  loss_giou_dn_4: 0.4117 (0.4035)  loss_giou_dn_5: 0.4117 (0.4037)  loss_vfl: 0.6648 (0.6479)  loss_vfl_aux_0: 0.7720 (0.7417)  loss_vfl_aux_1: 0.7250 (0.7019)  loss_vfl_aux_2: 0.6873 (0.6770)  loss_vfl_aux_3: 0.6662 (0.6607)  loss_vfl_aux_4: 0.6732 (0.6522)  loss_vfl_aux_5: 0.7468 (0.7337)  loss_vfl_dn_0: 0.4447 (0.4430)  loss_vfl_dn_1: 0.3783 (0.3773)  loss_vfl_dn_2: 0.3667 (0.3612)  loss_vfl_dn_3: 0.3621 (0.3540)  loss_vfl_dn_4: 0.3597 (0.3514)  loss_vfl_dn_5: 0.3591 (0.3507)  time: 0.4899  data: 0.0177  max mem: 5654
Epoch: [69]  [6100/7393]  eta: 0:10:35  lr: 0.000010  loss: 15.1332 (15.1327)  loss_bbox: 0.1416 (0.1450)  loss_bbox_aux_0: 0.1573 (0.1575)  loss_bbox_aux_1: 0.1470 (0.1501)  loss_bbox_aux_2: 0.1410 (0.1473)  loss_bbox_aux_3: 0.1402 (0.1455)  loss_bbox_aux_4: 0.1419 (0.1449)  loss_bbox_aux_5: 0.1943 (0.1916)  loss_bbox_dn_0: 0.2590 (0.2488)  loss_bbox_dn_1: 0.1976 (0.1804)  loss_bbox_dn_2: 0.1724 (0.1603)  loss_bbox_dn_3: 0.1595 (0.1545)  loss_bbox_dn_4: 0.1561 (0.1531)  loss_bbox_dn_5: 0.1561 (0.1531)  loss_giou: 0.4267 (0.4569)  loss_giou_aux_0: 0.4566 (0.4797)  loss_giou_aux_1: 0.4310 (0.4664)  loss_giou_aux_2: 0.4311 (0.4615)  loss_giou_aux_3: 0.4207 (0.4582)  loss_giou_aux_4: 0.4268 (0.4570)  loss_giou_aux_5: 0.5025 (0.5403)  loss_giou_dn_0: 0.5261 (0.5543)  loss_giou_dn_1: 0.4200 (0.4458)  loss_giou_dn_2: 0.3973 (0.4139)  loss_giou_dn_3: 0.3859 (0.4055)  loss_giou_dn_4: 0.3820 (0.4034)  loss_giou_dn_5: 0.3821 (0.4036)  loss_vfl: 0.6553 (0.6481)  loss_vfl_aux_0: 0.7507 (0.7420)  loss_vfl_aux_1: 0.6909 (0.7020)  loss_vfl_aux_2: 0.6760 (0.6771)  loss_vfl_aux_3: 0.6680 (0.6610)  loss_vfl_aux_4: 0.6609 (0.6524)  loss_vfl_aux_5: 0.7244 (0.7339)  loss_vfl_dn_0: 0.4443 (0.4430)  loss_vfl_dn_1: 0.3768 (0.3774)  loss_vfl_dn_2: 0.3608 (0.3612)  loss_vfl_dn_3: 0.3566 (0.3540)  loss_vfl_dn_4: 0.3538 (0.3514)  loss_vfl_dn_5: 0.3532 (0.3507)  time: 0.4725  data: 0.0175  max mem: 5654
Epoch: [69]  [6200/7393]  eta: 0:09:46  lr: 0.000010  loss: 15.7855 (15.1337)  loss_bbox: 0.1459 (0.1450)  loss_bbox_aux_0: 0.1602 (0.1575)  loss_bbox_aux_1: 0.1602 (0.1501)  loss_bbox_aux_2: 0.1445 (0.1473)  loss_bbox_aux_3: 0.1462 (0.1455)  loss_bbox_aux_4: 0.1460 (0.1449)  loss_bbox_aux_5: 0.1810 (0.1916)  loss_bbox_dn_0: 0.2389 (0.2490)  loss_bbox_dn_1: 0.1764 (0.1805)  loss_bbox_dn_2: 0.1572 (0.1604)  loss_bbox_dn_3: 0.1479 (0.1546)  loss_bbox_dn_4: 0.1469 (0.1532)  loss_bbox_dn_5: 0.1469 (0.1532)  loss_giou: 0.4368 (0.4567)  loss_giou_aux_0: 0.4751 (0.4795)  loss_giou_aux_1: 0.4527 (0.4662)  loss_giou_aux_2: 0.4384 (0.4613)  loss_giou_aux_3: 0.4348 (0.4580)  loss_giou_aux_4: 0.4405 (0.4568)  loss_giou_aux_5: 0.5627 (0.5401)  loss_giou_dn_0: 0.5753 (0.5543)  loss_giou_dn_1: 0.4584 (0.4457)  loss_giou_dn_2: 0.4158 (0.4139)  loss_giou_dn_3: 0.4022 (0.4055)  loss_giou_dn_4: 0.3996 (0.4033)  loss_giou_dn_5: 0.3995 (0.4035)  loss_vfl: 0.6618 (0.6484)  loss_vfl_aux_0: 0.7376 (0.7422)  loss_vfl_aux_1: 0.7109 (0.7023)  loss_vfl_aux_2: 0.6882 (0.6774)  loss_vfl_aux_3: 0.6798 (0.6613)  loss_vfl_aux_4: 0.6674 (0.6527)  loss_vfl_aux_5: 0.7388 (0.7340)  loss_vfl_dn_0: 0.4468 (0.4430)  loss_vfl_dn_1: 0.3861 (0.3774)  loss_vfl_dn_2: 0.3665 (0.3612)  loss_vfl_dn_3: 0.3595 (0.3540)  loss_vfl_dn_4: 0.3586 (0.3514)  loss_vfl_dn_5: 0.3594 (0.3507)  time: 0.4748  data: 0.0174  max mem: 5654
Epoch: [69]  [6300/7393]  eta: 0:08:57  lr: 0.000010  loss: 14.4620 (15.1325)  loss_bbox: 0.1434 (0.1450)  loss_bbox_aux_0: 0.1451 (0.1574)  loss_bbox_aux_1: 0.1417 (0.1501)  loss_bbox_aux_2: 0.1442 (0.1473)  loss_bbox_aux_3: 0.1435 (0.1454)  loss_bbox_aux_4: 0.1470 (0.1449)  loss_bbox_aux_5: 0.1669 (0.1915)  loss_bbox_dn_0: 0.2320 (0.2489)  loss_bbox_dn_1: 0.1686 (0.1805)  loss_bbox_dn_2: 0.1515 (0.1603)  loss_bbox_dn_3: 0.1476 (0.1545)  loss_bbox_dn_4: 0.1461 (0.1532)  loss_bbox_dn_5: 0.1461 (0.1532)  loss_giou: 0.4112 (0.4566)  loss_giou_aux_0: 0.4403 (0.4794)  loss_giou_aux_1: 0.4447 (0.4661)  loss_giou_aux_2: 0.4376 (0.4612)  loss_giou_aux_3: 0.4190 (0.4579)  loss_giou_aux_4: 0.4109 (0.4567)  loss_giou_aux_5: 0.5065 (0.5400)  loss_giou_dn_0: 0.5375 (0.5541)  loss_giou_dn_1: 0.4292 (0.4456)  loss_giou_dn_2: 0.3952 (0.4138)  loss_giou_dn_3: 0.3906 (0.4054)  loss_giou_dn_4: 0.3911 (0.4033)  loss_giou_dn_5: 0.3907 (0.4035)  loss_vfl: 0.6170 (0.6484)  loss_vfl_aux_0: 0.6940 (0.7424)  loss_vfl_aux_1: 0.6722 (0.7025)  loss_vfl_aux_2: 0.6392 (0.6774)  loss_vfl_aux_3: 0.6283 (0.6614)  loss_vfl_aux_4: 0.6199 (0.6528)  loss_vfl_aux_5: 0.7066 (0.7342)  loss_vfl_dn_0: 0.4362 (0.4430)  loss_vfl_dn_1: 0.3714 (0.3773)  loss_vfl_dn_2: 0.3550 (0.3611)  loss_vfl_dn_3: 0.3502 (0.3540)  loss_vfl_dn_4: 0.3457 (0.3514)  loss_vfl_dn_5: 0.3478 (0.3507)  time: 0.4844  data: 0.0178  max mem: 5654
Epoch: [69]  [6400/7393]  eta: 0:08:08  lr: 0.000010  loss: 15.3721 (15.1337)  loss_bbox: 0.1319 (0.1449)  loss_bbox_aux_0: 0.1513 (0.1574)  loss_bbox_aux_1: 0.1379 (0.1500)  loss_bbox_aux_2: 0.1327 (0.1472)  loss_bbox_aux_3: 0.1285 (0.1454)  loss_bbox_aux_4: 0.1288 (0.1449)  loss_bbox_aux_5: 0.1742 (0.1914)  loss_bbox_dn_0: 0.2243 (0.2487)  loss_bbox_dn_1: 0.1645 (0.1804)  loss_bbox_dn_2: 0.1497 (0.1602)  loss_bbox_dn_3: 0.1449 (0.1544)  loss_bbox_dn_4: 0.1439 (0.1531)  loss_bbox_dn_5: 0.1439 (0.1531)  loss_giou: 0.4661 (0.4570)  loss_giou_aux_0: 0.4828 (0.4797)  loss_giou_aux_1: 0.4829 (0.4664)  loss_giou_aux_2: 0.4796 (0.4616)  loss_giou_aux_3: 0.4765 (0.4583)  loss_giou_aux_4: 0.4700 (0.4571)  loss_giou_aux_5: 0.5508 (0.5403)  loss_giou_dn_0: 0.5689 (0.5542)  loss_giou_dn_1: 0.4602 (0.4458)  loss_giou_dn_2: 0.4266 (0.4139)  loss_giou_dn_3: 0.4141 (0.4055)  loss_giou_dn_4: 0.4118 (0.4034)  loss_giou_dn_5: 0.4119 (0.4036)  loss_vfl: 0.6293 (0.6483)  loss_vfl_aux_0: 0.7276 (0.7423)  loss_vfl_aux_1: 0.7027 (0.7024)  loss_vfl_aux_2: 0.6812 (0.6772)  loss_vfl_aux_3: 0.6583 (0.6612)  loss_vfl_aux_4: 0.6459 (0.6527)  loss_vfl_aux_5: 0.7248 (0.7340)  loss_vfl_dn_0: 0.4378 (0.4430)  loss_vfl_dn_1: 0.3788 (0.3773)  loss_vfl_dn_2: 0.3678 (0.3612)  loss_vfl_dn_3: 0.3623 (0.3540)  loss_vfl_dn_4: 0.3589 (0.3515)  loss_vfl_dn_5: 0.3578 (0.3507)  time: 0.5074  data: 0.0178  max mem: 5654
Epoch: [69]  [6500/7393]  eta: 0:07:19  lr: 0.000010  loss: 14.7430 (15.1371)  loss_bbox: 0.1429 (0.1451)  loss_bbox_aux_0: 0.1586 (0.1575)  loss_bbox_aux_1: 0.1546 (0.1501)  loss_bbox_aux_2: 0.1527 (0.1474)  loss_bbox_aux_3: 0.1438 (0.1455)  loss_bbox_aux_4: 0.1422 (0.1450)  loss_bbox_aux_5: 0.1883 (0.1916)  loss_bbox_dn_0: 0.2512 (0.2491)  loss_bbox_dn_1: 0.1741 (0.1807)  loss_bbox_dn_2: 0.1559 (0.1605)  loss_bbox_dn_3: 0.1539 (0.1547)  loss_bbox_dn_4: 0.1533 (0.1533)  loss_bbox_dn_5: 0.1533 (0.1533)  loss_giou: 0.4092 (0.4569)  loss_giou_aux_0: 0.4393 (0.4796)  loss_giou_aux_1: 0.4176 (0.4662)  loss_giou_aux_2: 0.4216 (0.4615)  loss_giou_aux_3: 0.4071 (0.4581)  loss_giou_aux_4: 0.4048 (0.4569)  loss_giou_aux_5: 0.5105 (0.5401)  loss_giou_dn_0: 0.5281 (0.5542)  loss_giou_dn_1: 0.4149 (0.4457)  loss_giou_dn_2: 0.3816 (0.4139)  loss_giou_dn_3: 0.3734 (0.4055)  loss_giou_dn_4: 0.3699 (0.4033)  loss_giou_dn_5: 0.3699 (0.4035)  loss_vfl: 0.6470 (0.6485)  loss_vfl_aux_0: 0.7294 (0.7426)  loss_vfl_aux_1: 0.7021 (0.7028)  loss_vfl_aux_2: 0.6592 (0.6776)  loss_vfl_aux_3: 0.6295 (0.6615)  loss_vfl_aux_4: 0.6295 (0.6529)  loss_vfl_aux_5: 0.7366 (0.7343)  loss_vfl_dn_0: 0.4375 (0.4430)  loss_vfl_dn_1: 0.3679 (0.3773)  loss_vfl_dn_2: 0.3565 (0.3612)  loss_vfl_dn_3: 0.3473 (0.3540)  loss_vfl_dn_4: 0.3478 (0.3515)  loss_vfl_dn_5: 0.3475 (0.3507)  time: 0.4800  data: 0.0175  max mem: 5654
Epoch: [69]  [6600/7393]  eta: 0:06:30  lr: 0.000010  loss: 15.2170 (15.1385)  loss_bbox: 0.1520 (0.1451)  loss_bbox_aux_0: 0.1692 (0.1576)  loss_bbox_aux_1: 0.1556 (0.1502)  loss_bbox_aux_2: 0.1581 (0.1474)  loss_bbox_aux_3: 0.1575 (0.1456)  loss_bbox_aux_4: 0.1519 (0.1451)  loss_bbox_aux_5: 0.2105 (0.1918)  loss_bbox_dn_0: 0.2456 (0.2491)  loss_bbox_dn_1: 0.1804 (0.1807)  loss_bbox_dn_2: 0.1622 (0.1605)  loss_bbox_dn_3: 0.1575 (0.1547)  loss_bbox_dn_4: 0.1562 (0.1534)  loss_bbox_dn_5: 0.1563 (0.1534)  loss_giou: 0.4394 (0.4569)  loss_giou_aux_0: 0.4645 (0.4796)  loss_giou_aux_1: 0.4501 (0.4663)  loss_giou_aux_2: 0.4484 (0.4615)  loss_giou_aux_3: 0.4462 (0.4581)  loss_giou_aux_4: 0.4420 (0.4569)  loss_giou_aux_5: 0.5148 (0.5401)  loss_giou_dn_0: 0.5560 (0.5542)  loss_giou_dn_1: 0.4499 (0.4457)  loss_giou_dn_2: 0.4192 (0.4139)  loss_giou_dn_3: 0.4100 (0.4054)  loss_giou_dn_4: 0.4083 (0.4033)  loss_giou_dn_5: 0.4087 (0.4035)  loss_vfl: 0.6414 (0.6486)  loss_vfl_aux_0: 0.7341 (0.7426)  loss_vfl_aux_1: 0.6955 (0.7029)  loss_vfl_aux_2: 0.6817 (0.6777)  loss_vfl_aux_3: 0.6522 (0.6615)  loss_vfl_aux_4: 0.6486 (0.6529)  loss_vfl_aux_5: 0.7252 (0.7344)  loss_vfl_dn_0: 0.4489 (0.4430)  loss_vfl_dn_1: 0.3770 (0.3774)  loss_vfl_dn_2: 0.3627 (0.3612)  loss_vfl_dn_3: 0.3531 (0.3540)  loss_vfl_dn_4: 0.3497 (0.3515)  loss_vfl_dn_5: 0.3480 (0.3507)  time: 0.4823  data: 0.0173  max mem: 5654
Epoch: [69]  [6700/7393]  eta: 0:05:41  lr: 0.000010  loss: 15.2513 (15.1384)  loss_bbox: 0.1370 (0.1452)  loss_bbox_aux_0: 0.1581 (0.1577)  loss_bbox_aux_1: 0.1547 (0.1503)  loss_bbox_aux_2: 0.1515 (0.1475)  loss_bbox_aux_3: 0.1432 (0.1456)  loss_bbox_aux_4: 0.1421 (0.1451)  loss_bbox_aux_5: 0.1975 (0.1919)  loss_bbox_dn_0: 0.2439 (0.2492)  loss_bbox_dn_1: 0.1707 (0.1807)  loss_bbox_dn_2: 0.1465 (0.1605)  loss_bbox_dn_3: 0.1420 (0.1547)  loss_bbox_dn_4: 0.1411 (0.1534)  loss_bbox_dn_5: 0.1411 (0.1534)  loss_giou: 0.4349 (0.4569)  loss_giou_aux_0: 0.4700 (0.4796)  loss_giou_aux_1: 0.4542 (0.4663)  loss_giou_aux_2: 0.4651 (0.4615)  loss_giou_aux_3: 0.4522 (0.4581)  loss_giou_aux_4: 0.4361 (0.4569)  loss_giou_aux_5: 0.5379 (0.5401)  loss_giou_dn_0: 0.5459 (0.5541)  loss_giou_dn_1: 0.4391 (0.4457)  loss_giou_dn_2: 0.4100 (0.4138)  loss_giou_dn_3: 0.3999 (0.4054)  loss_giou_dn_4: 0.3964 (0.4033)  loss_giou_dn_5: 0.3971 (0.4035)  loss_vfl: 0.6629 (0.6486)  loss_vfl_aux_0: 0.7433 (0.7425)  loss_vfl_aux_1: 0.7029 (0.7029)  loss_vfl_aux_2: 0.6633 (0.6775)  loss_vfl_aux_3: 0.6720 (0.6615)  loss_vfl_aux_4: 0.6608 (0.6530)  loss_vfl_aux_5: 0.7637 (0.7344)  loss_vfl_dn_0: 0.4380 (0.4430)  loss_vfl_dn_1: 0.3712 (0.3773)  loss_vfl_dn_2: 0.3659 (0.3612)  loss_vfl_dn_3: 0.3555 (0.3540)  loss_vfl_dn_4: 0.3528 (0.3515)  loss_vfl_dn_5: 0.3531 (0.3507)  time: 0.4863  data: 0.0175  max mem: 5654
Epoch: [69]  [6800/7393]  eta: 0:04:51  lr: 0.000010  loss: 15.2855 (15.1386)  loss_bbox: 0.1493 (0.1453)  loss_bbox_aux_0: 0.1681 (0.1577)  loss_bbox_aux_1: 0.1586 (0.1503)  loss_bbox_aux_2: 0.1524 (0.1476)  loss_bbox_aux_3: 0.1490 (0.1457)  loss_bbox_aux_4: 0.1484 (0.1452)  loss_bbox_aux_5: 0.1869 (0.1919)  loss_bbox_dn_0: 0.2460 (0.2492)  loss_bbox_dn_1: 0.1709 (0.1807)  loss_bbox_dn_2: 0.1516 (0.1606)  loss_bbox_dn_3: 0.1488 (0.1548)  loss_bbox_dn_4: 0.1455 (0.1534)  loss_bbox_dn_5: 0.1455 (0.1534)  loss_giou: 0.4668 (0.4568)  loss_giou_aux_0: 0.4984 (0.4796)  loss_giou_aux_1: 0.4855 (0.4663)  loss_giou_aux_2: 0.4770 (0.4615)  loss_giou_aux_3: 0.4649 (0.4581)  loss_giou_aux_4: 0.4670 (0.4569)  loss_giou_aux_5: 0.5396 (0.5401)  loss_giou_dn_0: 0.5598 (0.5541)  loss_giou_dn_1: 0.4242 (0.4456)  loss_giou_dn_2: 0.3908 (0.4138)  loss_giou_dn_3: 0.3832 (0.4054)  loss_giou_dn_4: 0.3832 (0.4033)  loss_giou_dn_5: 0.3833 (0.4035)  loss_vfl: 0.6293 (0.6486)  loss_vfl_aux_0: 0.7110 (0.7426)  loss_vfl_aux_1: 0.6782 (0.7029)  loss_vfl_aux_2: 0.6443 (0.6775)  loss_vfl_aux_3: 0.6345 (0.6615)  loss_vfl_aux_4: 0.6352 (0.6529)  loss_vfl_aux_5: 0.7284 (0.7343)  loss_vfl_dn_0: 0.4405 (0.4429)  loss_vfl_dn_1: 0.3749 (0.3773)  loss_vfl_dn_2: 0.3572 (0.3611)  loss_vfl_dn_3: 0.3517 (0.3540)  loss_vfl_dn_4: 0.3474 (0.3515)  loss_vfl_dn_5: 0.3453 (0.3507)  time: 0.4781  data: 0.0179  max mem: 5654
Epoch: [69]  [6900/7393]  eta: 0:04:02  lr: 0.000010  loss: 15.0366 (15.1384)  loss_bbox: 0.1449 (0.1453)  loss_bbox_aux_0: 0.1631 (0.1577)  loss_bbox_aux_1: 0.1548 (0.1504)  loss_bbox_aux_2: 0.1488 (0.1476)  loss_bbox_aux_3: 0.1434 (0.1457)  loss_bbox_aux_4: 0.1449 (0.1452)  loss_bbox_aux_5: 0.1883 (0.1920)  loss_bbox_dn_0: 0.2320 (0.2493)  loss_bbox_dn_1: 0.1658 (0.1808)  loss_bbox_dn_2: 0.1518 (0.1607)  loss_bbox_dn_3: 0.1433 (0.1549)  loss_bbox_dn_4: 0.1404 (0.1535)  loss_bbox_dn_5: 0.1404 (0.1535)  loss_giou: 0.4466 (0.4569)  loss_giou_aux_0: 0.4519 (0.4796)  loss_giou_aux_1: 0.4325 (0.4663)  loss_giou_aux_2: 0.4567 (0.4615)  loss_giou_aux_3: 0.4488 (0.4581)  loss_giou_aux_4: 0.4499 (0.4569)  loss_giou_aux_5: 0.5046 (0.5401)  loss_giou_dn_0: 0.5481 (0.5541)  loss_giou_dn_1: 0.4413 (0.4456)  loss_giou_dn_2: 0.4094 (0.4138)  loss_giou_dn_3: 0.4071 (0.4054)  loss_giou_dn_4: 0.4067 (0.4032)  loss_giou_dn_5: 0.4068 (0.4034)  loss_vfl: 0.6282 (0.6484)  loss_vfl_aux_0: 0.6972 (0.7426)  loss_vfl_aux_1: 0.6790 (0.7028)  loss_vfl_aux_2: 0.6423 (0.6773)  loss_vfl_aux_3: 0.6341 (0.6614)  loss_vfl_aux_4: 0.6272 (0.6528)  loss_vfl_aux_5: 0.6951 (0.7342)  loss_vfl_dn_0: 0.4404 (0.4429)  loss_vfl_dn_1: 0.3814 (0.3773)  loss_vfl_dn_2: 0.3669 (0.3611)  loss_vfl_dn_3: 0.3573 (0.3539)  loss_vfl_dn_4: 0.3560 (0.3514)  loss_vfl_dn_5: 0.3561 (0.3507)  time: 0.4787  data: 0.0177  max mem: 5654
Epoch: [69]  [7000/7393]  eta: 0:03:13  lr: 0.000010  loss: 14.8786 (15.1397)  loss_bbox: 0.1334 (0.1452)  loss_bbox_aux_0: 0.1426 (0.1576)  loss_bbox_aux_1: 0.1420 (0.1503)  loss_bbox_aux_2: 0.1329 (0.1475)  loss_bbox_aux_3: 0.1342 (0.1457)  loss_bbox_aux_4: 0.1334 (0.1452)  loss_bbox_aux_5: 0.1722 (0.1919)  loss_bbox_dn_0: 0.2197 (0.2492)  loss_bbox_dn_1: 0.1607 (0.1808)  loss_bbox_dn_2: 0.1456 (0.1606)  loss_bbox_dn_3: 0.1440 (0.1548)  loss_bbox_dn_4: 0.1429 (0.1534)  loss_bbox_dn_5: 0.1429 (0.1534)  loss_giou: 0.4769 (0.4571)  loss_giou_aux_0: 0.4926 (0.4799)  loss_giou_aux_1: 0.4859 (0.4666)  loss_giou_aux_2: 0.4715 (0.4618)  loss_giou_aux_3: 0.4769 (0.4584)  loss_giou_aux_4: 0.4720 (0.4572)  loss_giou_aux_5: 0.5462 (0.5403)  loss_giou_dn_0: 0.5651 (0.5544)  loss_giou_dn_1: 0.4533 (0.4459)  loss_giou_dn_2: 0.4215 (0.4140)  loss_giou_dn_3: 0.4131 (0.4056)  loss_giou_dn_4: 0.4106 (0.4035)  loss_giou_dn_5: 0.4106 (0.4036)  loss_vfl: 0.6322 (0.6483)  loss_vfl_aux_0: 0.7090 (0.7424)  loss_vfl_aux_1: 0.6705 (0.7026)  loss_vfl_aux_2: 0.6673 (0.6771)  loss_vfl_aux_3: 0.6331 (0.6612)  loss_vfl_aux_4: 0.6356 (0.6527)  loss_vfl_aux_5: 0.7085 (0.7341)  loss_vfl_dn_0: 0.4459 (0.4428)  loss_vfl_dn_1: 0.3833 (0.3773)  loss_vfl_dn_2: 0.3661 (0.3611)  loss_vfl_dn_3: 0.3592 (0.3540)  loss_vfl_dn_4: 0.3557 (0.3514)  loss_vfl_dn_5: 0.3553 (0.3507)  time: 0.4757  data: 0.0179  max mem: 5654
Epoch: [69]  [7100/7393]  eta: 0:02:24  lr: 0.000010  loss: 14.5862 (15.1362)  loss_bbox: 0.1372 (0.1453)  loss_bbox_aux_0: 0.1537 (0.1576)  loss_bbox_aux_1: 0.1468 (0.1503)  loss_bbox_aux_2: 0.1410 (0.1475)  loss_bbox_aux_3: 0.1378 (0.1457)  loss_bbox_aux_4: 0.1372 (0.1452)  loss_bbox_aux_5: 0.1756 (0.1919)  loss_bbox_dn_0: 0.2327 (0.2492)  loss_bbox_dn_1: 0.1514 (0.1807)  loss_bbox_dn_2: 0.1265 (0.1606)  loss_bbox_dn_3: 0.1213 (0.1548)  loss_bbox_dn_4: 0.1197 (0.1534)  loss_bbox_dn_5: 0.1197 (0.1534)  loss_giou: 0.4218 (0.4569)  loss_giou_aux_0: 0.4417 (0.4796)  loss_giou_aux_1: 0.4466 (0.4664)  loss_giou_aux_2: 0.4333 (0.4616)  loss_giou_aux_3: 0.4317 (0.4582)  loss_giou_aux_4: 0.4215 (0.4570)  loss_giou_aux_5: 0.4976 (0.5401)  loss_giou_dn_0: 0.5257 (0.5542)  loss_giou_dn_1: 0.4246 (0.4457)  loss_giou_dn_2: 0.3948 (0.4138)  loss_giou_dn_3: 0.3857 (0.4054)  loss_giou_dn_4: 0.3837 (0.4033)  loss_giou_dn_5: 0.3840 (0.4035)  loss_vfl: 0.6462 (0.6483)  loss_vfl_aux_0: 0.7234 (0.7425)  loss_vfl_aux_1: 0.6671 (0.7025)  loss_vfl_aux_2: 0.6446 (0.6770)  loss_vfl_aux_3: 0.6419 (0.6611)  loss_vfl_aux_4: 0.6374 (0.6527)  loss_vfl_aux_5: 0.6932 (0.7341)  loss_vfl_dn_0: 0.4328 (0.4428)  loss_vfl_dn_1: 0.3680 (0.3772)  loss_vfl_dn_2: 0.3591 (0.3611)  loss_vfl_dn_3: 0.3536 (0.3539)  loss_vfl_dn_4: 0.3518 (0.3514)  loss_vfl_dn_5: 0.3523 (0.3506)  time: 0.4643  data: 0.0179  max mem: 5654
Epoch: [69]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 14.7141 (15.1351)  loss_bbox: 0.1372 (0.1452)  loss_bbox_aux_0: 0.1466 (0.1575)  loss_bbox_aux_1: 0.1365 (0.1502)  loss_bbox_aux_2: 0.1391 (0.1475)  loss_bbox_aux_3: 0.1402 (0.1456)  loss_bbox_aux_4: 0.1408 (0.1451)  loss_bbox_aux_5: 0.1761 (0.1918)  loss_bbox_dn_0: 0.2613 (0.2491)  loss_bbox_dn_1: 0.1819 (0.1807)  loss_bbox_dn_2: 0.1510 (0.1605)  loss_bbox_dn_3: 0.1435 (0.1547)  loss_bbox_dn_4: 0.1399 (0.1533)  loss_bbox_dn_5: 0.1399 (0.1533)  loss_giou: 0.3963 (0.4569)  loss_giou_aux_0: 0.4354 (0.4796)  loss_giou_aux_1: 0.4209 (0.4663)  loss_giou_aux_2: 0.4023 (0.4616)  loss_giou_aux_3: 0.3968 (0.4582)  loss_giou_aux_4: 0.3992 (0.4570)  loss_giou_aux_5: 0.4971 (0.5401)  loss_giou_dn_0: 0.5380 (0.5542)  loss_giou_dn_1: 0.4122 (0.4457)  loss_giou_dn_2: 0.3772 (0.4138)  loss_giou_dn_3: 0.3700 (0.4054)  loss_giou_dn_4: 0.3655 (0.4033)  loss_giou_dn_5: 0.3654 (0.4034)  loss_vfl: 0.6553 (0.6483)  loss_vfl_aux_0: 0.7409 (0.7425)  loss_vfl_aux_1: 0.7002 (0.7026)  loss_vfl_aux_2: 0.6669 (0.6769)  loss_vfl_aux_3: 0.6511 (0.6611)  loss_vfl_aux_4: 0.6280 (0.6527)  loss_vfl_aux_5: 0.7493 (0.7341)  loss_vfl_dn_0: 0.4439 (0.4428)  loss_vfl_dn_1: 0.3791 (0.3772)  loss_vfl_dn_2: 0.3571 (0.3611)  loss_vfl_dn_3: 0.3454 (0.3539)  loss_vfl_dn_4: 0.3420 (0.3514)  loss_vfl_dn_5: 0.3420 (0.3506)  time: 0.4825  data: 0.0177  max mem: 5654
Epoch: [69]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 14.7163 (15.1364)  loss_bbox: 0.1346 (0.1452)  loss_bbox_aux_0: 0.1417 (0.1575)  loss_bbox_aux_1: 0.1378 (0.1502)  loss_bbox_aux_2: 0.1351 (0.1475)  loss_bbox_aux_3: 0.1361 (0.1456)  loss_bbox_aux_4: 0.1351 (0.1451)  loss_bbox_aux_5: 0.1884 (0.1919)  loss_bbox_dn_0: 0.2222 (0.2492)  loss_bbox_dn_1: 0.1581 (0.1807)  loss_bbox_dn_2: 0.1431 (0.1605)  loss_bbox_dn_3: 0.1365 (0.1547)  loss_bbox_dn_4: 0.1371 (0.1533)  loss_bbox_dn_5: 0.1371 (0.1534)  loss_giou: 0.4048 (0.4569)  loss_giou_aux_0: 0.4412 (0.4796)  loss_giou_aux_1: 0.4287 (0.4663)  loss_giou_aux_2: 0.4241 (0.4616)  loss_giou_aux_3: 0.4095 (0.4582)  loss_giou_aux_4: 0.4137 (0.4570)  loss_giou_aux_5: 0.4974 (0.5400)  loss_giou_dn_0: 0.5328 (0.5542)  loss_giou_dn_1: 0.4202 (0.4457)  loss_giou_dn_2: 0.3934 (0.4138)  loss_giou_dn_3: 0.3819 (0.4054)  loss_giou_dn_4: 0.3799 (0.4033)  loss_giou_dn_5: 0.3796 (0.4035)  loss_vfl: 0.6405 (0.6484)  loss_vfl_aux_0: 0.7414 (0.7426)  loss_vfl_aux_1: 0.6923 (0.7027)  loss_vfl_aux_2: 0.6606 (0.6770)  loss_vfl_aux_3: 0.6529 (0.6612)  loss_vfl_aux_4: 0.6447 (0.6528)  loss_vfl_aux_5: 0.7295 (0.7342)  loss_vfl_dn_0: 0.4327 (0.4428)  loss_vfl_dn_1: 0.3633 (0.3772)  loss_vfl_dn_2: 0.3466 (0.3611)  loss_vfl_dn_3: 0.3408 (0.3539)  loss_vfl_dn_4: 0.3371 (0.3514)  loss_vfl_dn_5: 0.3375 (0.3506)  time: 0.4893  data: 0.0171  max mem: 5654
Epoch: [69]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.2093 (15.1378)  loss_bbox: 0.1503 (0.1452)  loss_bbox_aux_0: 0.1615 (0.1576)  loss_bbox_aux_1: 0.1538 (0.1503)  loss_bbox_aux_2: 0.1538 (0.1475)  loss_bbox_aux_3: 0.1432 (0.1456)  loss_bbox_aux_4: 0.1502 (0.1451)  loss_bbox_aux_5: 0.1917 (0.1919)  loss_bbox_dn_0: 0.2182 (0.2492)  loss_bbox_dn_1: 0.1593 (0.1807)  loss_bbox_dn_2: 0.1412 (0.1605)  loss_bbox_dn_3: 0.1380 (0.1547)  loss_bbox_dn_4: 0.1380 (0.1534)  loss_bbox_dn_5: 0.1380 (0.1534)  loss_giou: 0.4284 (0.4568)  loss_giou_aux_0: 0.4649 (0.4796)  loss_giou_aux_1: 0.4543 (0.4663)  loss_giou_aux_2: 0.4331 (0.4615)  loss_giou_aux_3: 0.4374 (0.4581)  loss_giou_aux_4: 0.4307 (0.4569)  loss_giou_aux_5: 0.5223 (0.5400)  loss_giou_dn_0: 0.5396 (0.5542)  loss_giou_dn_1: 0.4392 (0.4457)  loss_giou_dn_2: 0.4011 (0.4138)  loss_giou_dn_3: 0.3963 (0.4054)  loss_giou_dn_4: 0.3959 (0.4033)  loss_giou_dn_5: 0.3958 (0.4035)  loss_vfl: 0.6672 (0.6487)  loss_vfl_aux_0: 0.7663 (0.7428)  loss_vfl_aux_1: 0.7163 (0.7029)  loss_vfl_aux_2: 0.6806 (0.6772)  loss_vfl_aux_3: 0.6527 (0.6614)  loss_vfl_aux_4: 0.6563 (0.6530)  loss_vfl_aux_5: 0.7586 (0.7344)  loss_vfl_dn_0: 0.4426 (0.4428)  loss_vfl_dn_1: 0.3801 (0.3772)  loss_vfl_dn_2: 0.3649 (0.3611)  loss_vfl_dn_3: 0.3610 (0.3539)  loss_vfl_dn_4: 0.3585 (0.3514)  loss_vfl_dn_5: 0.3589 (0.3507)  time: 0.4722  data: 0.0174  max mem: 5654
Epoch: [69] Total time: 1:00:35 (0.4917 s / it)
Averaged stats: lr: 0.000010  loss: 15.2093 (15.1378)  loss_bbox: 0.1503 (0.1452)  loss_bbox_aux_0: 0.1615 (0.1576)  loss_bbox_aux_1: 0.1538 (0.1503)  loss_bbox_aux_2: 0.1538 (0.1475)  loss_bbox_aux_3: 0.1432 (0.1456)  loss_bbox_aux_4: 0.1502 (0.1451)  loss_bbox_aux_5: 0.1917 (0.1919)  loss_bbox_dn_0: 0.2182 (0.2492)  loss_bbox_dn_1: 0.1593 (0.1807)  loss_bbox_dn_2: 0.1412 (0.1605)  loss_bbox_dn_3: 0.1380 (0.1547)  loss_bbox_dn_4: 0.1380 (0.1534)  loss_bbox_dn_5: 0.1380 (0.1534)  loss_giou: 0.4284 (0.4568)  loss_giou_aux_0: 0.4649 (0.4796)  loss_giou_aux_1: 0.4543 (0.4663)  loss_giou_aux_2: 0.4331 (0.4615)  loss_giou_aux_3: 0.4374 (0.4581)  loss_giou_aux_4: 0.4307 (0.4569)  loss_giou_aux_5: 0.5223 (0.5400)  loss_giou_dn_0: 0.5396 (0.5542)  loss_giou_dn_1: 0.4392 (0.4457)  loss_giou_dn_2: 0.4011 (0.4138)  loss_giou_dn_3: 0.3963 (0.4054)  loss_giou_dn_4: 0.3959 (0.4033)  loss_giou_dn_5: 0.3958 (0.4035)  loss_vfl: 0.6672 (0.6487)  loss_vfl_aux_0: 0.7663 (0.7428)  loss_vfl_aux_1: 0.7163 (0.7029)  loss_vfl_aux_2: 0.6806 (0.6772)  loss_vfl_aux_3: 0.6527 (0.6614)  loss_vfl_aux_4: 0.6563 (0.6530)  loss_vfl_aux_5: 0.7586 (0.7344)  loss_vfl_dn_0: 0.4426 (0.4428)  loss_vfl_dn_1: 0.3801 (0.3772)  loss_vfl_dn_2: 0.3649 (0.3611)  loss_vfl_dn_3: 0.3610 (0.3539)  loss_vfl_dn_4: 0.3585 (0.3514)  loss_vfl_dn_5: 0.3589 (0.3507)
Test:  [  0/157]  eta: 0:04:46    time: 1.8270  data: 1.3852  max mem: 5654
Test:  [ 10/157]  eta: 0:01:18    time: 0.5347  data: 0.1476  max mem: 5654
Test:  [ 20/157]  eta: 0:01:04    time: 0.4008  data: 0.0261  max mem: 5654
Test:  [ 30/157]  eta: 0:00:56    time: 0.3954  data: 0.0274  max mem: 5654
Test:  [ 40/157]  eta: 0:00:50    time: 0.3955  data: 0.0265  max mem: 5654
Test:  [ 50/157]  eta: 0:00:45    time: 0.3982  data: 0.0263  max mem: 5654
Test:  [ 60/157]  eta: 0:00:41    time: 0.4027  data: 0.0262  max mem: 5654
Test:  [ 70/157]  eta: 0:00:45    time: 0.7751  data: 0.0262  max mem: 5654
Test:  [ 80/157]  eta: 0:00:39    time: 0.7764  data: 0.0263  max mem: 5654
Test:  [ 90/157]  eta: 0:00:33    time: 0.4025  data: 0.0266  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3966  data: 0.0270  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.4045  data: 0.0276  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.4026  data: 0.0275  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3929  data: 0.0268  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3888  data: 0.0262  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.3761  data: 0.0260  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3646  data: 0.0256  max mem: 5654
Test: Total time: 0:01:11 (0.4548 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=34.26s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.530
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.711
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.573
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.356
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.577
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.705
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.655
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.721
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.553
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.768
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
best_stat:  {'epoch': 62, 'coco_eval_bbox': 0.5319983068652298}
Epoch: [70]  [   0/7393]  eta: 1 day, 1:44:52  lr: 0.000010  loss: 15.5658 (15.5658)  loss_bbox: 0.1949 (0.1949)  loss_bbox_aux_0: 0.1934 (0.1934)  loss_bbox_aux_1: 0.1926 (0.1926)  loss_bbox_aux_2: 0.1907 (0.1907)  loss_bbox_aux_3: 0.1910 (0.1910)  loss_bbox_aux_4: 0.1898 (0.1898)  loss_bbox_aux_5: 0.2139 (0.2139)  loss_bbox_dn_0: 0.2993 (0.2993)  loss_bbox_dn_1: 0.2329 (0.2329)  loss_bbox_dn_2: 0.2155 (0.2155)  loss_bbox_dn_3: 0.2089 (0.2089)  loss_bbox_dn_4: 0.2097 (0.2097)  loss_bbox_dn_5: 0.2097 (0.2097)  loss_giou: 0.4348 (0.4348)  loss_giou_aux_0: 0.4339 (0.4339)  loss_giou_aux_1: 0.4391 (0.4391)  loss_giou_aux_2: 0.4370 (0.4370)  loss_giou_aux_3: 0.4227 (0.4227)  loss_giou_aux_4: 0.4236 (0.4236)  loss_giou_aux_5: 0.4891 (0.4891)  loss_giou_dn_0: 0.4758 (0.4758)  loss_giou_dn_1: 0.3667 (0.3667)  loss_giou_dn_2: 0.3445 (0.3445)  loss_giou_dn_3: 0.3409 (0.3409)  loss_giou_dn_4: 0.3395 (0.3395)  loss_giou_dn_5: 0.3398 (0.3398)  loss_vfl: 0.7002 (0.7002)  loss_vfl_aux_0: 0.7870 (0.7870)  loss_vfl_aux_1: 0.7320 (0.7320)  loss_vfl_aux_2: 0.7116 (0.7116)  loss_vfl_aux_3: 0.7083 (0.7083)  loss_vfl_aux_4: 0.7141 (0.7141)  loss_vfl_aux_5: 0.7915 (0.7915)  loss_vfl_dn_0: 0.4800 (0.4800)  loss_vfl_dn_1: 0.4015 (0.4015)  loss_vfl_dn_2: 0.3852 (0.3852)  loss_vfl_dn_3: 0.3783 (0.3783)  loss_vfl_dn_4: 0.3716 (0.3716)  loss_vfl_dn_5: 0.3751 (0.3751)  time: 12.5379  data: 3.5082  max mem: 5654
Epoch: [70]  [ 100/7393]  eta: 1:23:20  lr: 0.000010  loss: 14.4177 (15.0422)  loss_bbox: 0.1360 (0.1472)  loss_bbox_aux_0: 0.1480 (0.1571)  loss_bbox_aux_1: 0.1434 (0.1507)  loss_bbox_aux_2: 0.1446 (0.1483)  loss_bbox_aux_3: 0.1399 (0.1475)  loss_bbox_aux_4: 0.1373 (0.1468)  loss_bbox_aux_5: 0.1858 (0.1946)  loss_bbox_dn_0: 0.2275 (0.2581)  loss_bbox_dn_1: 0.1662 (0.1880)  loss_bbox_dn_2: 0.1495 (0.1675)  loss_bbox_dn_3: 0.1474 (0.1620)  loss_bbox_dn_4: 0.1480 (0.1603)  loss_bbox_dn_5: 0.1480 (0.1603)  loss_giou: 0.4320 (0.4465)  loss_giou_aux_0: 0.4587 (0.4676)  loss_giou_aux_1: 0.4452 (0.4557)  loss_giou_aux_2: 0.4350 (0.4511)  loss_giou_aux_3: 0.4330 (0.4480)  loss_giou_aux_4: 0.4321 (0.4458)  loss_giou_aux_5: 0.5184 (0.5289)  loss_giou_dn_0: 0.5464 (0.5424)  loss_giou_dn_1: 0.4375 (0.4362)  loss_giou_dn_2: 0.4093 (0.4046)  loss_giou_dn_3: 0.3983 (0.3966)  loss_giou_dn_4: 0.3968 (0.3944)  loss_giou_dn_5: 0.3965 (0.3945)  loss_vfl: 0.6210 (0.6451)  loss_vfl_aux_0: 0.7391 (0.7445)  loss_vfl_aux_1: 0.6820 (0.7031)  loss_vfl_aux_2: 0.6455 (0.6740)  loss_vfl_aux_3: 0.6268 (0.6601)  loss_vfl_aux_4: 0.6229 (0.6513)  loss_vfl_aux_5: 0.7128 (0.7442)  loss_vfl_dn_0: 0.4357 (0.4421)  loss_vfl_dn_1: 0.3737 (0.3743)  loss_vfl_dn_2: 0.3597 (0.3575)  loss_vfl_dn_3: 0.3518 (0.3502)  loss_vfl_dn_4: 0.3507 (0.3479)  loss_vfl_dn_5: 0.3485 (0.3472)  time: 0.4866  data: 0.0138  max mem: 5654
Epoch: [70]  [ 200/7393]  eta: 1:10:51  lr: 0.000010  loss: 14.8116 (15.1392)  loss_bbox: 0.1421 (0.1462)  loss_bbox_aux_0: 0.1550 (0.1570)  loss_bbox_aux_1: 0.1579 (0.1512)  loss_bbox_aux_2: 0.1530 (0.1485)  loss_bbox_aux_3: 0.1401 (0.1465)  loss_bbox_aux_4: 0.1417 (0.1462)  loss_bbox_aux_5: 0.1855 (0.1925)  loss_bbox_dn_0: 0.2306 (0.2511)  loss_bbox_dn_1: 0.1660 (0.1828)  loss_bbox_dn_2: 0.1477 (0.1628)  loss_bbox_dn_3: 0.1418 (0.1571)  loss_bbox_dn_4: 0.1407 (0.1555)  loss_bbox_dn_5: 0.1407 (0.1555)  loss_giou: 0.4383 (0.4606)  loss_giou_aux_0: 0.4560 (0.4820)  loss_giou_aux_1: 0.4585 (0.4707)  loss_giou_aux_2: 0.4613 (0.4653)  loss_giou_aux_3: 0.4613 (0.4618)  loss_giou_aux_4: 0.4443 (0.4609)  loss_giou_aux_5: 0.5317 (0.5432)  loss_giou_dn_0: 0.5393 (0.5545)  loss_giou_dn_1: 0.4438 (0.4480)  loss_giou_dn_2: 0.4118 (0.4168)  loss_giou_dn_3: 0.4028 (0.4085)  loss_giou_dn_4: 0.4000 (0.4063)  loss_giou_dn_5: 0.3999 (0.4065)  loss_vfl: 0.6144 (0.6409)  loss_vfl_aux_0: 0.7196 (0.7379)  loss_vfl_aux_1: 0.6658 (0.6923)  loss_vfl_aux_2: 0.6339 (0.6674)  loss_vfl_aux_3: 0.6361 (0.6554)  loss_vfl_aux_4: 0.6168 (0.6453)  loss_vfl_aux_5: 0.7262 (0.7354)  loss_vfl_dn_0: 0.4405 (0.4411)  loss_vfl_dn_1: 0.3686 (0.3752)  loss_vfl_dn_2: 0.3527 (0.3592)  loss_vfl_dn_3: 0.3458 (0.3523)  loss_vfl_dn_4: 0.3432 (0.3498)  loss_vfl_dn_5: 0.3427 (0.3492)  time: 0.4921  data: 0.0133  max mem: 5654
Epoch: [70]  [ 300/7393]  eta: 1:05:43  lr: 0.000010  loss: 15.1579 (15.1289)  loss_bbox: 0.1445 (0.1468)  loss_bbox_aux_0: 0.1567 (0.1580)  loss_bbox_aux_1: 0.1518 (0.1519)  loss_bbox_aux_2: 0.1450 (0.1488)  loss_bbox_aux_3: 0.1433 (0.1471)  loss_bbox_aux_4: 0.1445 (0.1468)  loss_bbox_aux_5: 0.1882 (0.1926)  loss_bbox_dn_0: 0.2415 (0.2499)  loss_bbox_dn_1: 0.1732 (0.1814)  loss_bbox_dn_2: 0.1592 (0.1612)  loss_bbox_dn_3: 0.1532 (0.1555)  loss_bbox_dn_4: 0.1531 (0.1539)  loss_bbox_dn_5: 0.1531 (0.1540)  loss_giou: 0.4727 (0.4624)  loss_giou_aux_0: 0.4845 (0.4845)  loss_giou_aux_1: 0.4715 (0.4730)  loss_giou_aux_2: 0.4669 (0.4671)  loss_giou_aux_3: 0.4733 (0.4636)  loss_giou_aux_4: 0.4728 (0.4629)  loss_giou_aux_5: 0.5398 (0.5456)  loss_giou_dn_0: 0.5640 (0.5551)  loss_giou_dn_1: 0.4617 (0.4479)  loss_giou_dn_2: 0.4332 (0.4162)  loss_giou_dn_3: 0.4242 (0.4080)  loss_giou_dn_4: 0.4205 (0.4058)  loss_giou_dn_5: 0.4206 (0.4060)  loss_vfl: 0.6309 (0.6399)  loss_vfl_aux_0: 0.7110 (0.7334)  loss_vfl_aux_1: 0.6699 (0.6891)  loss_vfl_aux_2: 0.6501 (0.6658)  loss_vfl_aux_3: 0.6489 (0.6538)  loss_vfl_aux_4: 0.6266 (0.6443)  loss_vfl_aux_5: 0.7064 (0.7308)  loss_vfl_dn_0: 0.4429 (0.4414)  loss_vfl_dn_1: 0.3804 (0.3750)  loss_vfl_dn_2: 0.3653 (0.3591)  loss_vfl_dn_3: 0.3593 (0.3521)  loss_vfl_dn_4: 0.3565 (0.3495)  loss_vfl_dn_5: 0.3563 (0.3489)  time: 0.4719  data: 0.0139  max mem: 5654
Epoch: [70]  [ 400/7393]  eta: 1:02:38  lr: 0.000010  loss: 15.0136 (15.1783)  loss_bbox: 0.1418 (0.1467)  loss_bbox_aux_0: 0.1630 (0.1584)  loss_bbox_aux_1: 0.1524 (0.1524)  loss_bbox_aux_2: 0.1447 (0.1489)  loss_bbox_aux_3: 0.1371 (0.1471)  loss_bbox_aux_4: 0.1420 (0.1466)  loss_bbox_aux_5: 0.1862 (0.1926)  loss_bbox_dn_0: 0.2272 (0.2498)  loss_bbox_dn_1: 0.1658 (0.1817)  loss_bbox_dn_2: 0.1515 (0.1615)  loss_bbox_dn_3: 0.1442 (0.1559)  loss_bbox_dn_4: 0.1425 (0.1544)  loss_bbox_dn_5: 0.1425 (0.1545)  loss_giou: 0.4592 (0.4631)  loss_giou_aux_0: 0.4815 (0.4865)  loss_giou_aux_1: 0.4705 (0.4746)  loss_giou_aux_2: 0.4635 (0.4684)  loss_giou_aux_3: 0.4633 (0.4645)  loss_giou_aux_4: 0.4493 (0.4634)  loss_giou_aux_5: 0.5308 (0.5471)  loss_giou_dn_0: 0.5439 (0.5571)  loss_giou_dn_1: 0.4345 (0.4501)  loss_giou_dn_2: 0.4038 (0.4181)  loss_giou_dn_3: 0.3921 (0.4099)  loss_giou_dn_4: 0.3887 (0.4078)  loss_giou_dn_5: 0.3899 (0.4080)  loss_vfl: 0.6364 (0.6437)  loss_vfl_aux_0: 0.7394 (0.7363)  loss_vfl_aux_1: 0.6797 (0.6907)  loss_vfl_aux_2: 0.6600 (0.6680)  loss_vfl_aux_3: 0.6400 (0.6570)  loss_vfl_aux_4: 0.6277 (0.6480)  loss_vfl_aux_5: 0.7230 (0.7318)  loss_vfl_dn_0: 0.4434 (0.4422)  loss_vfl_dn_1: 0.3734 (0.3762)  loss_vfl_dn_2: 0.3576 (0.3606)  loss_vfl_dn_3: 0.3473 (0.3535)  loss_vfl_dn_4: 0.3453 (0.3510)  loss_vfl_dn_5: 0.3450 (0.3504)  time: 0.4806  data: 0.0140  max mem: 5654
Epoch: [70]  [ 500/7393]  eta: 1:00:35  lr: 0.000010  loss: 15.3368 (15.1345)  loss_bbox: 0.1196 (0.1459)  loss_bbox_aux_0: 0.1315 (0.1570)  loss_bbox_aux_1: 0.1225 (0.1509)  loss_bbox_aux_2: 0.1232 (0.1480)  loss_bbox_aux_3: 0.1178 (0.1463)  loss_bbox_aux_4: 0.1186 (0.1457)  loss_bbox_aux_5: 0.1680 (0.1911)  loss_bbox_dn_0: 0.1998 (0.2466)  loss_bbox_dn_1: 0.1461 (0.1793)  loss_bbox_dn_2: 0.1342 (0.1596)  loss_bbox_dn_3: 0.1293 (0.1539)  loss_bbox_dn_4: 0.1274 (0.1525)  loss_bbox_dn_5: 0.1274 (0.1525)  loss_giou: 0.4840 (0.4619)  loss_giou_aux_0: 0.5014 (0.4847)  loss_giou_aux_1: 0.5006 (0.4725)  loss_giou_aux_2: 0.4848 (0.4668)  loss_giou_aux_3: 0.4897 (0.4632)  loss_giou_aux_4: 0.4840 (0.4621)  loss_giou_aux_5: 0.5873 (0.5456)  loss_giou_dn_0: 0.5869 (0.5551)  loss_giou_dn_1: 0.4880 (0.4485)  loss_giou_dn_2: 0.4592 (0.4169)  loss_giou_dn_3: 0.4483 (0.4086)  loss_giou_dn_4: 0.4449 (0.4066)  loss_giou_dn_5: 0.4451 (0.4068)  loss_vfl: 0.6144 (0.6431)  loss_vfl_aux_0: 0.7120 (0.7359)  loss_vfl_aux_1: 0.6744 (0.6906)  loss_vfl_aux_2: 0.6508 (0.6678)  loss_vfl_aux_3: 0.6359 (0.6560)  loss_vfl_aux_4: 0.6174 (0.6474)  loss_vfl_aux_5: 0.6928 (0.7313)  loss_vfl_dn_0: 0.4399 (0.4421)  loss_vfl_dn_1: 0.3855 (0.3762)  loss_vfl_dn_2: 0.3725 (0.3605)  loss_vfl_dn_3: 0.3667 (0.3535)  loss_vfl_dn_4: 0.3626 (0.3510)  loss_vfl_dn_5: 0.3611 (0.3503)  time: 0.5136  data: 0.0134  max mem: 5654
Epoch: [70]  [ 600/7393]  eta: 0:58:55  lr: 0.000010  loss: 14.8225 (15.1409)  loss_bbox: 0.1583 (0.1450)  loss_bbox_aux_0: 0.1594 (0.1557)  loss_bbox_aux_1: 0.1561 (0.1497)  loss_bbox_aux_2: 0.1588 (0.1472)  loss_bbox_aux_3: 0.1580 (0.1455)  loss_bbox_aux_4: 0.1583 (0.1449)  loss_bbox_aux_5: 0.1980 (0.1896)  loss_bbox_dn_0: 0.2548 (0.2448)  loss_bbox_dn_1: 0.1865 (0.1776)  loss_bbox_dn_2: 0.1655 (0.1580)  loss_bbox_dn_3: 0.1581 (0.1524)  loss_bbox_dn_4: 0.1577 (0.1510)  loss_bbox_dn_5: 0.1577 (0.1510)  loss_giou: 0.4422 (0.4641)  loss_giou_aux_0: 0.4386 (0.4865)  loss_giou_aux_1: 0.4274 (0.4741)  loss_giou_aux_2: 0.4262 (0.4690)  loss_giou_aux_3: 0.4257 (0.4656)  loss_giou_aux_4: 0.4325 (0.4643)  loss_giou_aux_5: 0.5217 (0.5475)  loss_giou_dn_0: 0.5387 (0.5567)  loss_giou_dn_1: 0.4282 (0.4499)  loss_giou_dn_2: 0.4008 (0.4183)  loss_giou_dn_3: 0.3926 (0.4100)  loss_giou_dn_4: 0.3895 (0.4080)  loss_giou_dn_5: 0.3895 (0.4082)  loss_vfl: 0.6477 (0.6426)  loss_vfl_aux_0: 0.7406 (0.7364)  loss_vfl_aux_1: 0.7016 (0.6920)  loss_vfl_aux_2: 0.6784 (0.6671)  loss_vfl_aux_3: 0.6697 (0.6550)  loss_vfl_aux_4: 0.6538 (0.6472)  loss_vfl_aux_5: 0.7492 (0.7311)  loss_vfl_dn_0: 0.4396 (0.4421)  loss_vfl_dn_1: 0.3783 (0.3762)  loss_vfl_dn_2: 0.3640 (0.3608)  loss_vfl_dn_3: 0.3535 (0.3537)  loss_vfl_dn_4: 0.3506 (0.3513)  loss_vfl_dn_5: 0.3505 (0.3506)  time: 0.4897  data: 0.0132  max mem: 5654
Epoch: [70]  [ 700/7393]  eta: 0:57:23  lr: 0.000010  loss: 14.8963 (15.1090)  loss_bbox: 0.1362 (0.1444)  loss_bbox_aux_0: 0.1557 (0.1552)  loss_bbox_aux_1: 0.1463 (0.1493)  loss_bbox_aux_2: 0.1379 (0.1465)  loss_bbox_aux_3: 0.1367 (0.1451)  loss_bbox_aux_4: 0.1326 (0.1443)  loss_bbox_aux_5: 0.1887 (0.1896)  loss_bbox_dn_0: 0.2658 (0.2452)  loss_bbox_dn_1: 0.1882 (0.1778)  loss_bbox_dn_2: 0.1619 (0.1582)  loss_bbox_dn_3: 0.1533 (0.1526)  loss_bbox_dn_4: 0.1528 (0.1512)  loss_bbox_dn_5: 0.1528 (0.1512)  loss_giou: 0.4053 (0.4612)  loss_giou_aux_0: 0.4415 (0.4837)  loss_giou_aux_1: 0.4251 (0.4714)  loss_giou_aux_2: 0.4177 (0.4662)  loss_giou_aux_3: 0.4205 (0.4629)  loss_giou_aux_4: 0.4051 (0.4614)  loss_giou_aux_5: 0.5044 (0.5447)  loss_giou_dn_0: 0.5229 (0.5543)  loss_giou_dn_1: 0.4090 (0.4476)  loss_giou_dn_2: 0.3797 (0.4160)  loss_giou_dn_3: 0.3737 (0.4078)  loss_giou_dn_4: 0.3650 (0.4058)  loss_giou_dn_5: 0.3649 (0.4060)  loss_vfl: 0.6207 (0.6437)  loss_vfl_aux_0: 0.7126 (0.7375)  loss_vfl_aux_1: 0.6653 (0.6928)  loss_vfl_aux_2: 0.6508 (0.6681)  loss_vfl_aux_3: 0.6417 (0.6558)  loss_vfl_aux_4: 0.6276 (0.6485)  loss_vfl_aux_5: 0.7265 (0.7319)  loss_vfl_dn_0: 0.4351 (0.4419)  loss_vfl_dn_1: 0.3653 (0.3758)  loss_vfl_dn_2: 0.3479 (0.3601)  loss_vfl_dn_3: 0.3405 (0.3531)  loss_vfl_dn_4: 0.3379 (0.3506)  loss_vfl_dn_5: 0.3371 (0.3499)  time: 0.4743  data: 0.0133  max mem: 5654
Epoch: [70]  [ 800/7393]  eta: 0:55:57  lr: 0.000010  loss: 15.4778 (15.1201)  loss_bbox: 0.1557 (0.1454)  loss_bbox_aux_0: 0.1601 (0.1564)  loss_bbox_aux_1: 0.1495 (0.1502)  loss_bbox_aux_2: 0.1532 (0.1475)  loss_bbox_aux_3: 0.1540 (0.1461)  loss_bbox_aux_4: 0.1570 (0.1451)  loss_bbox_aux_5: 0.1892 (0.1908)  loss_bbox_dn_0: 0.2457 (0.2477)  loss_bbox_dn_1: 0.1811 (0.1792)  loss_bbox_dn_2: 0.1502 (0.1592)  loss_bbox_dn_3: 0.1470 (0.1536)  loss_bbox_dn_4: 0.1478 (0.1522)  loss_bbox_dn_5: 0.1478 (0.1522)  loss_giou: 0.4229 (0.4602)  loss_giou_aux_0: 0.4473 (0.4829)  loss_giou_aux_1: 0.4355 (0.4705)  loss_giou_aux_2: 0.4325 (0.4653)  loss_giou_aux_3: 0.4362 (0.4621)  loss_giou_aux_4: 0.4171 (0.4604)  loss_giou_aux_5: 0.5070 (0.5431)  loss_giou_dn_0: 0.5690 (0.5539)  loss_giou_dn_1: 0.4476 (0.4468)  loss_giou_dn_2: 0.4096 (0.4153)  loss_giou_dn_3: 0.4004 (0.4070)  loss_giou_dn_4: 0.3990 (0.4050)  loss_giou_dn_5: 0.3991 (0.4052)  loss_vfl: 0.6509 (0.6447)  loss_vfl_aux_0: 0.7752 (0.7388)  loss_vfl_aux_1: 0.7229 (0.6942)  loss_vfl_aux_2: 0.6762 (0.6692)  loss_vfl_aux_3: 0.6627 (0.6565)  loss_vfl_aux_4: 0.6542 (0.6495)  loss_vfl_aux_5: 0.7382 (0.7333)  loss_vfl_dn_0: 0.4429 (0.4421)  loss_vfl_dn_1: 0.3827 (0.3758)  loss_vfl_dn_2: 0.3644 (0.3600)  loss_vfl_dn_3: 0.3534 (0.3528)  loss_vfl_dn_4: 0.3509 (0.3504)  loss_vfl_dn_5: 0.3510 (0.3497)  time: 0.4852  data: 0.0133  max mem: 5654
Epoch: [70]  [ 900/7393]  eta: 0:54:42  lr: 0.000010  loss: 14.9272 (15.1156)  loss_bbox: 0.1391 (0.1451)  loss_bbox_aux_0: 0.1401 (0.1564)  loss_bbox_aux_1: 0.1479 (0.1500)  loss_bbox_aux_2: 0.1378 (0.1471)  loss_bbox_aux_3: 0.1416 (0.1457)  loss_bbox_aux_4: 0.1404 (0.1448)  loss_bbox_aux_5: 0.1753 (0.1909)  loss_bbox_dn_0: 0.2320 (0.2474)  loss_bbox_dn_1: 0.1620 (0.1791)  loss_bbox_dn_2: 0.1470 (0.1593)  loss_bbox_dn_3: 0.1466 (0.1536)  loss_bbox_dn_4: 0.1456 (0.1522)  loss_bbox_dn_5: 0.1456 (0.1522)  loss_giou: 0.4372 (0.4602)  loss_giou_aux_0: 0.4671 (0.4830)  loss_giou_aux_1: 0.4434 (0.4707)  loss_giou_aux_2: 0.4527 (0.4654)  loss_giou_aux_3: 0.4523 (0.4619)  loss_giou_aux_4: 0.4458 (0.4604)  loss_giou_aux_5: 0.5276 (0.5433)  loss_giou_dn_0: 0.5386 (0.5537)  loss_giou_dn_1: 0.4248 (0.4467)  loss_giou_dn_2: 0.3927 (0.4151)  loss_giou_dn_3: 0.3856 (0.4070)  loss_giou_dn_4: 0.3820 (0.4049)  loss_giou_dn_5: 0.3823 (0.4051)  loss_vfl: 0.6327 (0.6445)  loss_vfl_aux_0: 0.7305 (0.7387)  loss_vfl_aux_1: 0.6895 (0.6934)  loss_vfl_aux_2: 0.6619 (0.6687)  loss_vfl_aux_3: 0.6468 (0.6564)  loss_vfl_aux_4: 0.6443 (0.6491)  loss_vfl_aux_5: 0.7384 (0.7331)  loss_vfl_dn_0: 0.4441 (0.4419)  loss_vfl_dn_1: 0.3778 (0.3757)  loss_vfl_dn_2: 0.3605 (0.3599)  loss_vfl_dn_3: 0.3515 (0.3528)  loss_vfl_dn_4: 0.3505 (0.3504)  loss_vfl_dn_5: 0.3511 (0.3497)  time: 0.4676  data: 0.0131  max mem: 5654
Epoch: [70]  [1000/7393]  eta: 0:53:30  lr: 0.000010  loss: 14.7178 (15.1056)  loss_bbox: 0.1467 (0.1453)  loss_bbox_aux_0: 0.1530 (0.1566)  loss_bbox_aux_1: 0.1488 (0.1504)  loss_bbox_aux_2: 0.1444 (0.1476)  loss_bbox_aux_3: 0.1443 (0.1460)  loss_bbox_aux_4: 0.1467 (0.1451)  loss_bbox_aux_5: 0.1845 (0.1911)  loss_bbox_dn_0: 0.2277 (0.2477)  loss_bbox_dn_1: 0.1703 (0.1793)  loss_bbox_dn_2: 0.1475 (0.1593)  loss_bbox_dn_3: 0.1412 (0.1536)  loss_bbox_dn_4: 0.1403 (0.1522)  loss_bbox_dn_5: 0.1403 (0.1523)  loss_giou: 0.4392 (0.4595)  loss_giou_aux_0: 0.4400 (0.4823)  loss_giou_aux_1: 0.4339 (0.4699)  loss_giou_aux_2: 0.4304 (0.4646)  loss_giou_aux_3: 0.4385 (0.4611)  loss_giou_aux_4: 0.4393 (0.4596)  loss_giou_aux_5: 0.5004 (0.5425)  loss_giou_dn_0: 0.5223 (0.5530)  loss_giou_dn_1: 0.4275 (0.4458)  loss_giou_dn_2: 0.3907 (0.4143)  loss_giou_dn_3: 0.3832 (0.4060)  loss_giou_dn_4: 0.3817 (0.4040)  loss_giou_dn_5: 0.3818 (0.4042)  loss_vfl: 0.6249 (0.6444)  loss_vfl_aux_0: 0.7144 (0.7380)  loss_vfl_aux_1: 0.6815 (0.6936)  loss_vfl_aux_2: 0.6430 (0.6686)  loss_vfl_aux_3: 0.6291 (0.6561)  loss_vfl_aux_4: 0.6364 (0.6490)  loss_vfl_aux_5: 0.7050 (0.7326)  loss_vfl_dn_0: 0.4389 (0.4418)  loss_vfl_dn_1: 0.3766 (0.3756)  loss_vfl_dn_2: 0.3583 (0.3598)  loss_vfl_dn_3: 0.3481 (0.3527)  loss_vfl_dn_4: 0.3461 (0.3503)  loss_vfl_dn_5: 0.3466 (0.3496)  time: 0.4657  data: 0.0133  max mem: 5654
Epoch: [70]  [1100/7393]  eta: 0:52:24  lr: 0.000010  loss: 15.1294 (15.0893)  loss_bbox: 0.1390 (0.1446)  loss_bbox_aux_0: 0.1640 (0.1562)  loss_bbox_aux_1: 0.1508 (0.1498)  loss_bbox_aux_2: 0.1382 (0.1470)  loss_bbox_aux_3: 0.1345 (0.1453)  loss_bbox_aux_4: 0.1398 (0.1444)  loss_bbox_aux_5: 0.1823 (0.1905)  loss_bbox_dn_0: 0.2258 (0.2468)  loss_bbox_dn_1: 0.1749 (0.1786)  loss_bbox_dn_2: 0.1521 (0.1587)  loss_bbox_dn_3: 0.1446 (0.1530)  loss_bbox_dn_4: 0.1437 (0.1516)  loss_bbox_dn_5: 0.1438 (0.1516)  loss_giou: 0.4893 (0.4590)  loss_giou_aux_0: 0.4932 (0.4820)  loss_giou_aux_1: 0.4936 (0.4694)  loss_giou_aux_2: 0.4848 (0.4641)  loss_giou_aux_3: 0.4853 (0.4606)  loss_giou_aux_4: 0.4843 (0.4591)  loss_giou_aux_5: 0.5257 (0.5419)  loss_giou_dn_0: 0.5542 (0.5526)  loss_giou_dn_1: 0.4511 (0.4453)  loss_giou_dn_2: 0.4231 (0.4138)  loss_giou_dn_3: 0.4118 (0.4056)  loss_giou_dn_4: 0.4082 (0.4036)  loss_giou_dn_5: 0.4090 (0.4038)  loss_vfl: 0.6243 (0.6443)  loss_vfl_aux_0: 0.7020 (0.7372)  loss_vfl_aux_1: 0.6730 (0.6936)  loss_vfl_aux_2: 0.6587 (0.6684)  loss_vfl_aux_3: 0.6317 (0.6559)  loss_vfl_aux_4: 0.6295 (0.6489)  loss_vfl_aux_5: 0.7093 (0.7320)  loss_vfl_dn_0: 0.4415 (0.4420)  loss_vfl_dn_1: 0.3766 (0.3757)  loss_vfl_dn_2: 0.3576 (0.3599)  loss_vfl_dn_3: 0.3511 (0.3527)  loss_vfl_dn_4: 0.3501 (0.3503)  loss_vfl_dn_5: 0.3487 (0.3496)  time: 0.4776  data: 0.0136  max mem: 5654
Epoch: [70]  [1200/7393]  eta: 0:51:28  lr: 0.000010  loss: 14.2453 (15.0867)  loss_bbox: 0.1388 (0.1449)  loss_bbox_aux_0: 0.1407 (0.1565)  loss_bbox_aux_1: 0.1381 (0.1501)  loss_bbox_aux_2: 0.1334 (0.1473)  loss_bbox_aux_3: 0.1373 (0.1455)  loss_bbox_aux_4: 0.1339 (0.1447)  loss_bbox_aux_5: 0.1755 (0.1908)  loss_bbox_dn_0: 0.2199 (0.2480)  loss_bbox_dn_1: 0.1564 (0.1795)  loss_bbox_dn_2: 0.1264 (0.1595)  loss_bbox_dn_3: 0.1231 (0.1538)  loss_bbox_dn_4: 0.1233 (0.1524)  loss_bbox_dn_5: 0.1233 (0.1524)  loss_giou: 0.4373 (0.4579)  loss_giou_aux_0: 0.4411 (0.4805)  loss_giou_aux_1: 0.4292 (0.4681)  loss_giou_aux_2: 0.4135 (0.4628)  loss_giou_aux_3: 0.4245 (0.4594)  loss_giou_aux_4: 0.4181 (0.4580)  loss_giou_aux_5: 0.5089 (0.5406)  loss_giou_dn_0: 0.5289 (0.5523)  loss_giou_dn_1: 0.4137 (0.4449)  loss_giou_dn_2: 0.3902 (0.4133)  loss_giou_dn_3: 0.3840 (0.4050)  loss_giou_dn_4: 0.3825 (0.4030)  loss_giou_dn_5: 0.3827 (0.4032)  loss_vfl: 0.6184 (0.6445)  loss_vfl_aux_0: 0.7292 (0.7377)  loss_vfl_aux_1: 0.6809 (0.6939)  loss_vfl_aux_2: 0.6613 (0.6690)  loss_vfl_aux_3: 0.6424 (0.6564)  loss_vfl_aux_4: 0.6256 (0.6491)  loss_vfl_aux_5: 0.7247 (0.7323)  loss_vfl_dn_0: 0.4303 (0.4419)  loss_vfl_dn_1: 0.3676 (0.3756)  loss_vfl_dn_2: 0.3493 (0.3598)  loss_vfl_dn_3: 0.3436 (0.3526)  loss_vfl_dn_4: 0.3405 (0.3502)  loss_vfl_dn_5: 0.3397 (0.3494)  time: 0.4897  data: 0.0132  max mem: 5654
Epoch: [70]  [1300/7393]  eta: 0:50:27  lr: 0.000010  loss: 14.8621 (15.0939)  loss_bbox: 0.1553 (0.1452)  loss_bbox_aux_0: 0.1584 (0.1567)  loss_bbox_aux_1: 0.1593 (0.1505)  loss_bbox_aux_2: 0.1520 (0.1477)  loss_bbox_aux_3: 0.1510 (0.1458)  loss_bbox_aux_4: 0.1542 (0.1451)  loss_bbox_aux_5: 0.1943 (0.1909)  loss_bbox_dn_0: 0.2587 (0.2482)  loss_bbox_dn_1: 0.1867 (0.1799)  loss_bbox_dn_2: 0.1644 (0.1599)  loss_bbox_dn_3: 0.1603 (0.1541)  loss_bbox_dn_4: 0.1569 (0.1528)  loss_bbox_dn_5: 0.1569 (0.1528)  loss_giou: 0.4781 (0.4576)  loss_giou_aux_0: 0.4988 (0.4802)  loss_giou_aux_1: 0.4920 (0.4679)  loss_giou_aux_2: 0.4834 (0.4626)  loss_giou_aux_3: 0.4730 (0.4591)  loss_giou_aux_4: 0.4727 (0.4577)  loss_giou_aux_5: 0.5563 (0.5404)  loss_giou_dn_0: 0.5706 (0.5524)  loss_giou_dn_1: 0.4625 (0.4450)  loss_giou_dn_2: 0.4271 (0.4134)  loss_giou_dn_3: 0.4228 (0.4051)  loss_giou_dn_4: 0.4226 (0.4030)  loss_giou_dn_5: 0.4227 (0.4032)  loss_vfl: 0.6286 (0.6453)  loss_vfl_aux_0: 0.7195 (0.7382)  loss_vfl_aux_1: 0.6815 (0.6941)  loss_vfl_aux_2: 0.6389 (0.6697)  loss_vfl_aux_3: 0.6372 (0.6572)  loss_vfl_aux_4: 0.6286 (0.6498)  loss_vfl_aux_5: 0.7223 (0.7322)  loss_vfl_dn_0: 0.4458 (0.4420)  loss_vfl_dn_1: 0.3727 (0.3758)  loss_vfl_dn_2: 0.3541 (0.3599)  loss_vfl_dn_3: 0.3496 (0.3527)  loss_vfl_dn_4: 0.3489 (0.3503)  loss_vfl_dn_5: 0.3478 (0.3496)  time: 0.4663  data: 0.0133  max mem: 5654
Epoch: [70]  [1400/7393]  eta: 0:49:29  lr: 0.000010  loss: 15.3557 (15.0958)  loss_bbox: 0.1382 (0.1456)  loss_bbox_aux_0: 0.1729 (0.1569)  loss_bbox_aux_1: 0.1534 (0.1508)  loss_bbox_aux_2: 0.1384 (0.1481)  loss_bbox_aux_3: 0.1369 (0.1462)  loss_bbox_aux_4: 0.1398 (0.1454)  loss_bbox_aux_5: 0.1861 (0.1910)  loss_bbox_dn_0: 0.2722 (0.2487)  loss_bbox_dn_1: 0.1891 (0.1803)  loss_bbox_dn_2: 0.1563 (0.1602)  loss_bbox_dn_3: 0.1475 (0.1545)  loss_bbox_dn_4: 0.1464 (0.1531)  loss_bbox_dn_5: 0.1463 (0.1531)  loss_giou: 0.4364 (0.4573)  loss_giou_aux_0: 0.4766 (0.4798)  loss_giou_aux_1: 0.4600 (0.4676)  loss_giou_aux_2: 0.4441 (0.4623)  loss_giou_aux_3: 0.4387 (0.4588)  loss_giou_aux_4: 0.4363 (0.4574)  loss_giou_aux_5: 0.5278 (0.5398)  loss_giou_dn_0: 0.5555 (0.5522)  loss_giou_dn_1: 0.4263 (0.4449)  loss_giou_dn_2: 0.3875 (0.4133)  loss_giou_dn_3: 0.3808 (0.4050)  loss_giou_dn_4: 0.3799 (0.4029)  loss_giou_dn_5: 0.3800 (0.4031)  loss_vfl: 0.6470 (0.6453)  loss_vfl_aux_0: 0.7570 (0.7385)  loss_vfl_aux_1: 0.7030 (0.6944)  loss_vfl_aux_2: 0.6819 (0.6698)  loss_vfl_aux_3: 0.6521 (0.6572)  loss_vfl_aux_4: 0.6568 (0.6498)  loss_vfl_aux_5: 0.7555 (0.7327)  loss_vfl_dn_0: 0.4399 (0.4420)  loss_vfl_dn_1: 0.3691 (0.3757)  loss_vfl_dn_2: 0.3516 (0.3598)  loss_vfl_dn_3: 0.3489 (0.3527)  loss_vfl_dn_4: 0.3482 (0.3502)  loss_vfl_dn_5: 0.3486 (0.3495)  time: 0.4643  data: 0.0133  max mem: 5654
Epoch: [70]  [1500/7393]  eta: 0:48:31  lr: 0.000010  loss: 15.6940 (15.0934)  loss_bbox: 0.1264 (0.1453)  loss_bbox_aux_0: 0.1351 (0.1566)  loss_bbox_aux_1: 0.1392 (0.1505)  loss_bbox_aux_2: 0.1258 (0.1477)  loss_bbox_aux_3: 0.1252 (0.1459)  loss_bbox_aux_4: 0.1212 (0.1451)  loss_bbox_aux_5: 0.1683 (0.1908)  loss_bbox_dn_0: 0.2222 (0.2483)  loss_bbox_dn_1: 0.1638 (0.1799)  loss_bbox_dn_2: 0.1495 (0.1599)  loss_bbox_dn_3: 0.1435 (0.1542)  loss_bbox_dn_4: 0.1395 (0.1528)  loss_bbox_dn_5: 0.1395 (0.1528)  loss_giou: 0.4794 (0.4571)  loss_giou_aux_0: 0.4867 (0.4795)  loss_giou_aux_1: 0.4834 (0.4674)  loss_giou_aux_2: 0.4856 (0.4622)  loss_giou_aux_3: 0.4797 (0.4586)  loss_giou_aux_4: 0.4738 (0.4572)  loss_giou_aux_5: 0.5481 (0.5397)  loss_giou_dn_0: 0.5550 (0.5521)  loss_giou_dn_1: 0.4434 (0.4447)  loss_giou_dn_2: 0.4077 (0.4131)  loss_giou_dn_3: 0.4001 (0.4048)  loss_giou_dn_4: 0.4000 (0.4027)  loss_giou_dn_5: 0.4003 (0.4029)  loss_vfl: 0.6376 (0.6458)  loss_vfl_aux_0: 0.7382 (0.7394)  loss_vfl_aux_1: 0.6978 (0.6952)  loss_vfl_aux_2: 0.6768 (0.6704)  loss_vfl_aux_3: 0.6589 (0.6576)  loss_vfl_aux_4: 0.6229 (0.6504)  loss_vfl_aux_5: 0.7194 (0.7331)  loss_vfl_dn_0: 0.4457 (0.4420)  loss_vfl_dn_1: 0.3831 (0.3756)  loss_vfl_dn_2: 0.3712 (0.3597)  loss_vfl_dn_3: 0.3607 (0.3527)  loss_vfl_dn_4: 0.3595 (0.3502)  loss_vfl_dn_5: 0.3564 (0.3495)  time: 0.4771  data: 0.0132  max mem: 5654
Epoch: [70]  [1600/7393]  eta: 0:47:37  lr: 0.000010  loss: 14.6627 (15.0824)  loss_bbox: 0.1326 (0.1453)  loss_bbox_aux_0: 0.1541 (0.1565)  loss_bbox_aux_1: 0.1492 (0.1504)  loss_bbox_aux_2: 0.1456 (0.1476)  loss_bbox_aux_3: 0.1417 (0.1458)  loss_bbox_aux_4: 0.1325 (0.1451)  loss_bbox_aux_5: 0.1815 (0.1909)  loss_bbox_dn_0: 0.2516 (0.2485)  loss_bbox_dn_1: 0.1861 (0.1799)  loss_bbox_dn_2: 0.1697 (0.1600)  loss_bbox_dn_3: 0.1643 (0.1542)  loss_bbox_dn_4: 0.1632 (0.1528)  loss_bbox_dn_5: 0.1632 (0.1529)  loss_giou: 0.3982 (0.4564)  loss_giou_aux_0: 0.4208 (0.4788)  loss_giou_aux_1: 0.4064 (0.4667)  loss_giou_aux_2: 0.3949 (0.4615)  loss_giou_aux_3: 0.3983 (0.4579)  loss_giou_aux_4: 0.3982 (0.4565)  loss_giou_aux_5: 0.4947 (0.5390)  loss_giou_dn_0: 0.5447 (0.5519)  loss_giou_dn_1: 0.4182 (0.4442)  loss_giou_dn_2: 0.3964 (0.4126)  loss_giou_dn_3: 0.3832 (0.4043)  loss_giou_dn_4: 0.3791 (0.4022)  loss_giou_dn_5: 0.3791 (0.4024)  loss_vfl: 0.6581 (0.6452)  loss_vfl_aux_0: 0.7493 (0.7392)  loss_vfl_aux_1: 0.6955 (0.6947)  loss_vfl_aux_2: 0.6769 (0.6700)  loss_vfl_aux_3: 0.6617 (0.6572)  loss_vfl_aux_4: 0.6759 (0.6497)  loss_vfl_aux_5: 0.7418 (0.7328)  loss_vfl_dn_0: 0.4462 (0.4420)  loss_vfl_dn_1: 0.3863 (0.3756)  loss_vfl_dn_2: 0.3660 (0.3597)  loss_vfl_dn_3: 0.3574 (0.3526)  loss_vfl_dn_4: 0.3545 (0.3501)  loss_vfl_dn_5: 0.3539 (0.3494)  time: 0.4887  data: 0.0134  max mem: 5654
Epoch: [70]  [1700/7393]  eta: 0:46:43  lr: 0.000010  loss: 15.4180 (15.0752)  loss_bbox: 0.1401 (0.1452)  loss_bbox_aux_0: 0.1520 (0.1564)  loss_bbox_aux_1: 0.1449 (0.1503)  loss_bbox_aux_2: 0.1418 (0.1476)  loss_bbox_aux_3: 0.1402 (0.1457)  loss_bbox_aux_4: 0.1397 (0.1451)  loss_bbox_aux_5: 0.1752 (0.1907)  loss_bbox_dn_0: 0.2270 (0.2484)  loss_bbox_dn_1: 0.1695 (0.1799)  loss_bbox_dn_2: 0.1511 (0.1600)  loss_bbox_dn_3: 0.1490 (0.1542)  loss_bbox_dn_4: 0.1472 (0.1528)  loss_bbox_dn_5: 0.1472 (0.1528)  loss_giou: 0.4663 (0.4556)  loss_giou_aux_0: 0.4810 (0.4779)  loss_giou_aux_1: 0.4719 (0.4658)  loss_giou_aux_2: 0.4623 (0.4607)  loss_giou_aux_3: 0.4613 (0.4571)  loss_giou_aux_4: 0.4664 (0.4557)  loss_giou_aux_5: 0.5265 (0.5382)  loss_giou_dn_0: 0.5704 (0.5514)  loss_giou_dn_1: 0.4552 (0.4438)  loss_giou_dn_2: 0.4264 (0.4122)  loss_giou_dn_3: 0.4139 (0.4039)  loss_giou_dn_4: 0.4097 (0.4018)  loss_giou_dn_5: 0.4103 (0.4020)  loss_vfl: 0.6376 (0.6454)  loss_vfl_aux_0: 0.7260 (0.7396)  loss_vfl_aux_1: 0.6961 (0.6952)  loss_vfl_aux_2: 0.6689 (0.6704)  loss_vfl_aux_3: 0.6459 (0.6572)  loss_vfl_aux_4: 0.6461 (0.6500)  loss_vfl_aux_5: 0.7339 (0.7331)  loss_vfl_dn_0: 0.4381 (0.4420)  loss_vfl_dn_1: 0.3854 (0.3756)  loss_vfl_dn_2: 0.3705 (0.3597)  loss_vfl_dn_3: 0.3613 (0.3526)  loss_vfl_dn_4: 0.3588 (0.3501)  loss_vfl_dn_5: 0.3592 (0.3494)  time: 0.4839  data: 0.0136  max mem: 5654
Epoch: [70]  [1800/7393]  eta: 0:45:51  lr: 0.000010  loss: 15.1852 (15.0759)  loss_bbox: 0.1538 (0.1456)  loss_bbox_aux_0: 0.1645 (0.1569)  loss_bbox_aux_1: 0.1554 (0.1507)  loss_bbox_aux_2: 0.1574 (0.1480)  loss_bbox_aux_3: 0.1555 (0.1461)  loss_bbox_aux_4: 0.1537 (0.1455)  loss_bbox_aux_5: 0.2045 (0.1912)  loss_bbox_dn_0: 0.2443 (0.2490)  loss_bbox_dn_1: 0.1655 (0.1803)  loss_bbox_dn_2: 0.1521 (0.1604)  loss_bbox_dn_3: 0.1486 (0.1546)  loss_bbox_dn_4: 0.1496 (0.1532)  loss_bbox_dn_5: 0.1496 (0.1532)  loss_giou: 0.4663 (0.4551)  loss_giou_aux_0: 0.4931 (0.4774)  loss_giou_aux_1: 0.4730 (0.4652)  loss_giou_aux_2: 0.4742 (0.4601)  loss_giou_aux_3: 0.4654 (0.4566)  loss_giou_aux_4: 0.4653 (0.4552)  loss_giou_aux_5: 0.5423 (0.5375)  loss_giou_dn_0: 0.5521 (0.5512)  loss_giou_dn_1: 0.4437 (0.4434)  loss_giou_dn_2: 0.4152 (0.4119)  loss_giou_dn_3: 0.4059 (0.4035)  loss_giou_dn_4: 0.4054 (0.4014)  loss_giou_dn_5: 0.4056 (0.4016)  loss_vfl: 0.6708 (0.6455)  loss_vfl_aux_0: 0.7332 (0.7397)  loss_vfl_aux_1: 0.7278 (0.6954)  loss_vfl_aux_2: 0.6843 (0.6704)  loss_vfl_aux_3: 0.6750 (0.6572)  loss_vfl_aux_4: 0.6640 (0.6500)  loss_vfl_aux_5: 0.7259 (0.7332)  loss_vfl_dn_0: 0.4430 (0.4420)  loss_vfl_dn_1: 0.3771 (0.3756)  loss_vfl_dn_2: 0.3591 (0.3597)  loss_vfl_dn_3: 0.3533 (0.3526)  loss_vfl_dn_4: 0.3529 (0.3501)  loss_vfl_dn_5: 0.3528 (0.3494)  time: 0.4751  data: 0.0136  max mem: 5654
Epoch: [70]  [1900/7393]  eta: 0:44:59  lr: 0.000010  loss: 14.7461 (15.0715)  loss_bbox: 0.1301 (0.1456)  loss_bbox_aux_0: 0.1488 (0.1572)  loss_bbox_aux_1: 0.1384 (0.1508)  loss_bbox_aux_2: 0.1395 (0.1480)  loss_bbox_aux_3: 0.1293 (0.1462)  loss_bbox_aux_4: 0.1300 (0.1455)  loss_bbox_aux_5: 0.1884 (0.1916)  loss_bbox_dn_0: 0.2308 (0.2496)  loss_bbox_dn_1: 0.1609 (0.1807)  loss_bbox_dn_2: 0.1456 (0.1607)  loss_bbox_dn_3: 0.1374 (0.1549)  loss_bbox_dn_4: 0.1362 (0.1535)  loss_bbox_dn_5: 0.1362 (0.1535)  loss_giou: 0.4177 (0.4537)  loss_giou_aux_0: 0.4616 (0.4763)  loss_giou_aux_1: 0.4399 (0.4638)  loss_giou_aux_2: 0.4365 (0.4588)  loss_giou_aux_3: 0.4189 (0.4552)  loss_giou_aux_4: 0.4211 (0.4539)  loss_giou_aux_5: 0.5274 (0.5364)  loss_giou_dn_0: 0.5271 (0.5505)  loss_giou_dn_1: 0.4171 (0.4426)  loss_giou_dn_2: 0.3884 (0.4111)  loss_giou_dn_3: 0.3850 (0.4028)  loss_giou_dn_4: 0.3839 (0.4006)  loss_giou_dn_5: 0.3840 (0.4008)  loss_vfl: 0.6134 (0.6465)  loss_vfl_aux_0: 0.6926 (0.7402)  loss_vfl_aux_1: 0.6681 (0.6964)  loss_vfl_aux_2: 0.6413 (0.6713)  loss_vfl_aux_3: 0.6262 (0.6582)  loss_vfl_aux_4: 0.6125 (0.6509)  loss_vfl_aux_5: 0.7032 (0.7341)  loss_vfl_dn_0: 0.4445 (0.4422)  loss_vfl_dn_1: 0.3817 (0.3757)  loss_vfl_dn_2: 0.3586 (0.3597)  loss_vfl_dn_3: 0.3498 (0.3525)  loss_vfl_dn_4: 0.3469 (0.3501)  loss_vfl_dn_5: 0.3465 (0.3494)  time: 0.4782  data: 0.0134  max mem: 5654
Epoch: [70]  [2000/7393]  eta: 0:44:05  lr: 0.000010  loss: 15.4728 (15.0708)  loss_bbox: 0.1417 (0.1456)  loss_bbox_aux_0: 0.1477 (0.1574)  loss_bbox_aux_1: 0.1398 (0.1508)  loss_bbox_aux_2: 0.1432 (0.1481)  loss_bbox_aux_3: 0.1424 (0.1463)  loss_bbox_aux_4: 0.1376 (0.1456)  loss_bbox_aux_5: 0.1801 (0.1915)  loss_bbox_dn_0: 0.2376 (0.2497)  loss_bbox_dn_1: 0.1661 (0.1809)  loss_bbox_dn_2: 0.1534 (0.1609)  loss_bbox_dn_3: 0.1466 (0.1551)  loss_bbox_dn_4: 0.1450 (0.1537)  loss_bbox_dn_5: 0.1450 (0.1537)  loss_giou: 0.4837 (0.4533)  loss_giou_aux_0: 0.5158 (0.4762)  loss_giou_aux_1: 0.5037 (0.4635)  loss_giou_aux_2: 0.5019 (0.4585)  loss_giou_aux_3: 0.4818 (0.4549)  loss_giou_aux_4: 0.4803 (0.4536)  loss_giou_aux_5: 0.5826 (0.5362)  loss_giou_dn_0: 0.5820 (0.5503)  loss_giou_dn_1: 0.4780 (0.4425)  loss_giou_dn_2: 0.4457 (0.4109)  loss_giou_dn_3: 0.4391 (0.4026)  loss_giou_dn_4: 0.4370 (0.4005)  loss_giou_dn_5: 0.4376 (0.4007)  loss_vfl: 0.6343 (0.6465)  loss_vfl_aux_0: 0.7216 (0.7402)  loss_vfl_aux_1: 0.6830 (0.6964)  loss_vfl_aux_2: 0.6673 (0.6713)  loss_vfl_aux_3: 0.6513 (0.6582)  loss_vfl_aux_4: 0.6343 (0.6509)  loss_vfl_aux_5: 0.7198 (0.7340)  loss_vfl_dn_0: 0.4413 (0.4423)  loss_vfl_dn_1: 0.3844 (0.3758)  loss_vfl_dn_2: 0.3708 (0.3598)  loss_vfl_dn_3: 0.3647 (0.3526)  loss_vfl_dn_4: 0.3607 (0.3502)  loss_vfl_dn_5: 0.3604 (0.3495)  time: 0.4700  data: 0.0132  max mem: 5654
Epoch: [70]  [2100/7393]  eta: 0:43:15  lr: 0.000010  loss: 15.3625 (15.0771)  loss_bbox: 0.1571 (0.1459)  loss_bbox_aux_0: 0.1681 (0.1576)  loss_bbox_aux_1: 0.1581 (0.1510)  loss_bbox_aux_2: 0.1551 (0.1483)  loss_bbox_aux_3: 0.1521 (0.1464)  loss_bbox_aux_4: 0.1544 (0.1457)  loss_bbox_aux_5: 0.1914 (0.1919)  loss_bbox_dn_0: 0.2490 (0.2498)  loss_bbox_dn_1: 0.1829 (0.1810)  loss_bbox_dn_2: 0.1594 (0.1610)  loss_bbox_dn_3: 0.1543 (0.1552)  loss_bbox_dn_4: 0.1529 (0.1538)  loss_bbox_dn_5: 0.1529 (0.1538)  loss_giou: 0.4485 (0.4537)  loss_giou_aux_0: 0.4776 (0.4765)  loss_giou_aux_1: 0.4530 (0.4638)  loss_giou_aux_2: 0.4491 (0.4588)  loss_giou_aux_3: 0.4463 (0.4552)  loss_giou_aux_4: 0.4480 (0.4539)  loss_giou_aux_5: 0.5219 (0.5366)  loss_giou_dn_0: 0.5611 (0.5507)  loss_giou_dn_1: 0.4496 (0.4428)  loss_giou_dn_2: 0.4088 (0.4113)  loss_giou_dn_3: 0.3970 (0.4029)  loss_giou_dn_4: 0.3940 (0.4008)  loss_giou_dn_5: 0.3944 (0.4010)  loss_vfl: 0.6317 (0.6464)  loss_vfl_aux_0: 0.7196 (0.7402)  loss_vfl_aux_1: 0.6804 (0.6965)  loss_vfl_aux_2: 0.6658 (0.6712)  loss_vfl_aux_3: 0.6416 (0.6583)  loss_vfl_aux_4: 0.6357 (0.6509)  loss_vfl_aux_5: 0.7116 (0.7338)  loss_vfl_dn_0: 0.4436 (0.4423)  loss_vfl_dn_1: 0.3773 (0.3758)  loss_vfl_dn_2: 0.3614 (0.3598)  loss_vfl_dn_3: 0.3523 (0.3527)  loss_vfl_dn_4: 0.3513 (0.3502)  loss_vfl_dn_5: 0.3504 (0.3495)  time: 0.4840  data: 0.0136  max mem: 5654
Epoch: [70]  [2200/7393]  eta: 0:42:25  lr: 0.000010  loss: 14.8003 (15.0828)  loss_bbox: 0.1308 (0.1458)  loss_bbox_aux_0: 0.1502 (0.1576)  loss_bbox_aux_1: 0.1479 (0.1510)  loss_bbox_aux_2: 0.1322 (0.1482)  loss_bbox_aux_3: 0.1319 (0.1463)  loss_bbox_aux_4: 0.1322 (0.1457)  loss_bbox_aux_5: 0.1803 (0.1919)  loss_bbox_dn_0: 0.2119 (0.2496)  loss_bbox_dn_1: 0.1587 (0.1809)  loss_bbox_dn_2: 0.1395 (0.1609)  loss_bbox_dn_3: 0.1375 (0.1551)  loss_bbox_dn_4: 0.1384 (0.1537)  loss_bbox_dn_5: 0.1384 (0.1537)  loss_giou: 0.5019 (0.4542)  loss_giou_aux_0: 0.5080 (0.4770)  loss_giou_aux_1: 0.4951 (0.4643)  loss_giou_aux_2: 0.5021 (0.4592)  loss_giou_aux_3: 0.5013 (0.4556)  loss_giou_aux_4: 0.4935 (0.4544)  loss_giou_aux_5: 0.5719 (0.5371)  loss_giou_dn_0: 0.5692 (0.5509)  loss_giou_dn_1: 0.4585 (0.4431)  loss_giou_dn_2: 0.4269 (0.4115)  loss_giou_dn_3: 0.4213 (0.4032)  loss_giou_dn_4: 0.4203 (0.4011)  loss_giou_dn_5: 0.4205 (0.4013)  loss_vfl: 0.6471 (0.6464)  loss_vfl_aux_0: 0.7264 (0.7402)  loss_vfl_aux_1: 0.7090 (0.6968)  loss_vfl_aux_2: 0.6743 (0.6715)  loss_vfl_aux_3: 0.6554 (0.6586)  loss_vfl_aux_4: 0.6596 (0.6510)  loss_vfl_aux_5: 0.7179 (0.7338)  loss_vfl_dn_0: 0.4414 (0.4424)  loss_vfl_dn_1: 0.3821 (0.3760)  loss_vfl_dn_2: 0.3707 (0.3600)  loss_vfl_dn_3: 0.3658 (0.3528)  loss_vfl_dn_4: 0.3606 (0.3504)  loss_vfl_dn_5: 0.3614 (0.3497)  time: 0.5031  data: 0.0134  max mem: 5654
Epoch: [70]  [2300/7393]  eta: 0:41:32  lr: 0.000010  loss: 15.2069 (15.0768)  loss_bbox: 0.1564 (0.1459)  loss_bbox_aux_0: 0.1628 (0.1577)  loss_bbox_aux_1: 0.1580 (0.1511)  loss_bbox_aux_2: 0.1615 (0.1483)  loss_bbox_aux_3: 0.1532 (0.1465)  loss_bbox_aux_4: 0.1565 (0.1458)  loss_bbox_aux_5: 0.1912 (0.1920)  loss_bbox_dn_0: 0.2475 (0.2498)  loss_bbox_dn_1: 0.1797 (0.1811)  loss_bbox_dn_2: 0.1637 (0.1611)  loss_bbox_dn_3: 0.1582 (0.1553)  loss_bbox_dn_4: 0.1574 (0.1539)  loss_bbox_dn_5: 0.1574 (0.1539)  loss_giou: 0.4035 (0.4535)  loss_giou_aux_0: 0.4128 (0.4763)  loss_giou_aux_1: 0.4063 (0.4636)  loss_giou_aux_2: 0.4050 (0.4584)  loss_giou_aux_3: 0.4063 (0.4550)  loss_giou_aux_4: 0.4008 (0.4536)  loss_giou_aux_5: 0.4636 (0.5363)  loss_giou_dn_0: 0.5105 (0.5505)  loss_giou_dn_1: 0.3984 (0.4426)  loss_giou_dn_2: 0.3731 (0.4111)  loss_giou_dn_3: 0.3717 (0.4027)  loss_giou_dn_4: 0.3687 (0.4006)  loss_giou_dn_5: 0.3686 (0.4008)  loss_vfl: 0.6325 (0.6464)  loss_vfl_aux_0: 0.7610 (0.7405)  loss_vfl_aux_1: 0.6794 (0.6969)  loss_vfl_aux_2: 0.6603 (0.6715)  loss_vfl_aux_3: 0.6419 (0.6585)  loss_vfl_aux_4: 0.6447 (0.6511)  loss_vfl_aux_5: 0.7515 (0.7341)  loss_vfl_dn_0: 0.4413 (0.4424)  loss_vfl_dn_1: 0.3730 (0.3759)  loss_vfl_dn_2: 0.3525 (0.3599)  loss_vfl_dn_3: 0.3481 (0.3528)  loss_vfl_dn_4: 0.3473 (0.3503)  loss_vfl_dn_5: 0.3467 (0.3496)  time: 0.4640  data: 0.0132  max mem: 5654
Epoch: [70]  [2400/7393]  eta: 0:40:41  lr: 0.000010  loss: 14.7283 (15.0755)  loss_bbox: 0.1452 (0.1460)  loss_bbox_aux_0: 0.1497 (0.1578)  loss_bbox_aux_1: 0.1539 (0.1511)  loss_bbox_aux_2: 0.1521 (0.1484)  loss_bbox_aux_3: 0.1451 (0.1465)  loss_bbox_aux_4: 0.1482 (0.1458)  loss_bbox_aux_5: 0.1865 (0.1920)  loss_bbox_dn_0: 0.2584 (0.2500)  loss_bbox_dn_1: 0.1691 (0.1812)  loss_bbox_dn_2: 0.1587 (0.1612)  loss_bbox_dn_3: 0.1548 (0.1554)  loss_bbox_dn_4: 0.1535 (0.1540)  loss_bbox_dn_5: 0.1535 (0.1541)  loss_giou: 0.4171 (0.4532)  loss_giou_aux_0: 0.4419 (0.4761)  loss_giou_aux_1: 0.4370 (0.4633)  loss_giou_aux_2: 0.4235 (0.4582)  loss_giou_aux_3: 0.4141 (0.4547)  loss_giou_aux_4: 0.4140 (0.4533)  loss_giou_aux_5: 0.5219 (0.5362)  loss_giou_dn_0: 0.5503 (0.5504)  loss_giou_dn_1: 0.4342 (0.4425)  loss_giou_dn_2: 0.4004 (0.4110)  loss_giou_dn_3: 0.3852 (0.4027)  loss_giou_dn_4: 0.3831 (0.4005)  loss_giou_dn_5: 0.3828 (0.4007)  loss_vfl: 0.6359 (0.6463)  loss_vfl_aux_0: 0.7381 (0.7405)  loss_vfl_aux_1: 0.6884 (0.6968)  loss_vfl_aux_2: 0.6697 (0.6714)  loss_vfl_aux_3: 0.6436 (0.6584)  loss_vfl_aux_4: 0.6421 (0.6510)  loss_vfl_aux_5: 0.7258 (0.7340)  loss_vfl_dn_0: 0.4449 (0.4423)  loss_vfl_dn_1: 0.3706 (0.3758)  loss_vfl_dn_2: 0.3540 (0.3599)  loss_vfl_dn_3: 0.3433 (0.3527)  loss_vfl_dn_4: 0.3415 (0.3503)  loss_vfl_dn_5: 0.3398 (0.3496)  time: 0.4688  data: 0.0132  max mem: 5654
Epoch: [70]  [2500/7393]  eta: 0:39:49  lr: 0.000010  loss: 14.8018 (15.0747)  loss_bbox: 0.1307 (0.1458)  loss_bbox_aux_0: 0.1419 (0.1576)  loss_bbox_aux_1: 0.1367 (0.1509)  loss_bbox_aux_2: 0.1321 (0.1482)  loss_bbox_aux_3: 0.1299 (0.1463)  loss_bbox_aux_4: 0.1315 (0.1456)  loss_bbox_aux_5: 0.1734 (0.1920)  loss_bbox_dn_0: 0.2214 (0.2496)  loss_bbox_dn_1: 0.1469 (0.1810)  loss_bbox_dn_2: 0.1230 (0.1610)  loss_bbox_dn_3: 0.1152 (0.1552)  loss_bbox_dn_4: 0.1130 (0.1538)  loss_bbox_dn_5: 0.1130 (0.1538)  loss_giou: 0.4326 (0.4538)  loss_giou_aux_0: 0.4461 (0.4767)  loss_giou_aux_1: 0.4390 (0.4639)  loss_giou_aux_2: 0.4256 (0.4588)  loss_giou_aux_3: 0.4297 (0.4553)  loss_giou_aux_4: 0.4329 (0.4539)  loss_giou_aux_5: 0.4868 (0.5369)  loss_giou_dn_0: 0.5314 (0.5507)  loss_giou_dn_1: 0.4173 (0.4429)  loss_giou_dn_2: 0.3914 (0.4114)  loss_giou_dn_3: 0.3811 (0.4031)  loss_giou_dn_4: 0.3810 (0.4010)  loss_giou_dn_5: 0.3821 (0.4012)  loss_vfl: 0.6161 (0.6457)  loss_vfl_aux_0: 0.7137 (0.7398)  loss_vfl_aux_1: 0.6788 (0.6962)  loss_vfl_aux_2: 0.6464 (0.6708)  loss_vfl_aux_3: 0.6321 (0.6578)  loss_vfl_aux_4: 0.6198 (0.6504)  loss_vfl_aux_5: 0.7255 (0.7332)  loss_vfl_dn_0: 0.4331 (0.4422)  loss_vfl_dn_1: 0.3693 (0.3758)  loss_vfl_dn_2: 0.3507 (0.3599)  loss_vfl_dn_3: 0.3446 (0.3527)  loss_vfl_dn_4: 0.3412 (0.3503)  loss_vfl_dn_5: 0.3402 (0.3496)  time: 0.4772  data: 0.0130  max mem: 5654
Epoch: [70]  [2600/7393]  eta: 0:38:58  lr: 0.000010  loss: 15.0832 (15.0772)  loss_bbox: 0.1466 (0.1458)  loss_bbox_aux_0: 0.1606 (0.1577)  loss_bbox_aux_1: 0.1510 (0.1509)  loss_bbox_aux_2: 0.1460 (0.1482)  loss_bbox_aux_3: 0.1458 (0.1463)  loss_bbox_aux_4: 0.1462 (0.1457)  loss_bbox_aux_5: 0.1968 (0.1920)  loss_bbox_dn_0: 0.2622 (0.2497)  loss_bbox_dn_1: 0.1942 (0.1810)  loss_bbox_dn_2: 0.1589 (0.1610)  loss_bbox_dn_3: 0.1496 (0.1552)  loss_bbox_dn_4: 0.1522 (0.1539)  loss_bbox_dn_5: 0.1522 (0.1539)  loss_giou: 0.4667 (0.4541)  loss_giou_aux_0: 0.4939 (0.4771)  loss_giou_aux_1: 0.4890 (0.4642)  loss_giou_aux_2: 0.4661 (0.4591)  loss_giou_aux_3: 0.4563 (0.4555)  loss_giou_aux_4: 0.4586 (0.4542)  loss_giou_aux_5: 0.5531 (0.5371)  loss_giou_dn_0: 0.5800 (0.5511)  loss_giou_dn_1: 0.4618 (0.4432)  loss_giou_dn_2: 0.4274 (0.4116)  loss_giou_dn_3: 0.4132 (0.4033)  loss_giou_dn_4: 0.4099 (0.4012)  loss_giou_dn_5: 0.4098 (0.4013)  loss_vfl: 0.6203 (0.6456)  loss_vfl_aux_0: 0.7309 (0.7394)  loss_vfl_aux_1: 0.6778 (0.6960)  loss_vfl_aux_2: 0.6537 (0.6707)  loss_vfl_aux_3: 0.6326 (0.6578)  loss_vfl_aux_4: 0.6352 (0.6504)  loss_vfl_aux_5: 0.7269 (0.7329)  loss_vfl_dn_0: 0.4287 (0.4420)  loss_vfl_dn_1: 0.3749 (0.3757)  loss_vfl_dn_2: 0.3582 (0.3598)  loss_vfl_dn_3: 0.3499 (0.3527)  loss_vfl_dn_4: 0.3458 (0.3503)  loss_vfl_dn_5: 0.3455 (0.3496)  time: 0.4699  data: 0.0131  max mem: 5654
Epoch: [70]  [2700/7393]  eta: 0:38:07  lr: 0.000010  loss: 14.6730 (15.0696)  loss_bbox: 0.1407 (0.1458)  loss_bbox_aux_0: 0.1504 (0.1577)  loss_bbox_aux_1: 0.1440 (0.1509)  loss_bbox_aux_2: 0.1447 (0.1483)  loss_bbox_aux_3: 0.1402 (0.1463)  loss_bbox_aux_4: 0.1393 (0.1457)  loss_bbox_aux_5: 0.1791 (0.1921)  loss_bbox_dn_0: 0.2053 (0.2495)  loss_bbox_dn_1: 0.1487 (0.1808)  loss_bbox_dn_2: 0.1327 (0.1608)  loss_bbox_dn_3: 0.1301 (0.1551)  loss_bbox_dn_4: 0.1288 (0.1537)  loss_bbox_dn_5: 0.1288 (0.1537)  loss_giou: 0.4471 (0.4542)  loss_giou_aux_0: 0.4706 (0.4772)  loss_giou_aux_1: 0.4523 (0.4643)  loss_giou_aux_2: 0.4411 (0.4592)  loss_giou_aux_3: 0.4442 (0.4556)  loss_giou_aux_4: 0.4367 (0.4543)  loss_giou_aux_5: 0.5160 (0.5373)  loss_giou_dn_0: 0.5509 (0.5510)  loss_giou_dn_1: 0.4304 (0.4430)  loss_giou_dn_2: 0.3939 (0.4115)  loss_giou_dn_3: 0.3871 (0.4031)  loss_giou_dn_4: 0.3852 (0.4010)  loss_giou_dn_5: 0.3851 (0.4012)  loss_vfl: 0.5983 (0.6448)  loss_vfl_aux_0: 0.6827 (0.7385)  loss_vfl_aux_1: 0.6441 (0.6952)  loss_vfl_aux_2: 0.6275 (0.6698)  loss_vfl_aux_3: 0.6160 (0.6570)  loss_vfl_aux_4: 0.5969 (0.6496)  loss_vfl_aux_5: 0.6782 (0.7318)  loss_vfl_dn_0: 0.4367 (0.4418)  loss_vfl_dn_1: 0.3760 (0.3756)  loss_vfl_dn_2: 0.3602 (0.3598)  loss_vfl_dn_3: 0.3554 (0.3527)  loss_vfl_dn_4: 0.3534 (0.3502)  loss_vfl_dn_5: 0.3534 (0.3495)  time: 0.4761  data: 0.0129  max mem: 5654
Epoch: [70]  [2800/7393]  eta: 0:37:17  lr: 0.000010  loss: 14.5340 (15.0692)  loss_bbox: 0.1498 (0.1457)  loss_bbox_aux_0: 0.1576 (0.1574)  loss_bbox_aux_1: 0.1553 (0.1507)  loss_bbox_aux_2: 0.1555 (0.1482)  loss_bbox_aux_3: 0.1516 (0.1461)  loss_bbox_aux_4: 0.1523 (0.1455)  loss_bbox_aux_5: 0.1900 (0.1920)  loss_bbox_dn_0: 0.2467 (0.2491)  loss_bbox_dn_1: 0.1738 (0.1805)  loss_bbox_dn_2: 0.1602 (0.1605)  loss_bbox_dn_3: 0.1574 (0.1548)  loss_bbox_dn_4: 0.1553 (0.1534)  loss_bbox_dn_5: 0.1554 (0.1534)  loss_giou: 0.4251 (0.4550)  loss_giou_aux_0: 0.4574 (0.4777)  loss_giou_aux_1: 0.4455 (0.4650)  loss_giou_aux_2: 0.4312 (0.4600)  loss_giou_aux_3: 0.4228 (0.4564)  loss_giou_aux_4: 0.4251 (0.4551)  loss_giou_aux_5: 0.5208 (0.5379)  loss_giou_dn_0: 0.5198 (0.5514)  loss_giou_dn_1: 0.4128 (0.4433)  loss_giou_dn_2: 0.3836 (0.4117)  loss_giou_dn_3: 0.3736 (0.4033)  loss_giou_dn_4: 0.3704 (0.4012)  loss_giou_dn_5: 0.3705 (0.4014)  loss_vfl: 0.6312 (0.6443)  loss_vfl_aux_0: 0.7119 (0.7379)  loss_vfl_aux_1: 0.6772 (0.6947)  loss_vfl_aux_2: 0.6436 (0.6691)  loss_vfl_aux_3: 0.6222 (0.6565)  loss_vfl_aux_4: 0.6200 (0.6490)  loss_vfl_aux_5: 0.7154 (0.7313)  loss_vfl_dn_0: 0.4387 (0.4418)  loss_vfl_dn_1: 0.3667 (0.3756)  loss_vfl_dn_2: 0.3499 (0.3598)  loss_vfl_dn_3: 0.3445 (0.3527)  loss_vfl_dn_4: 0.3418 (0.3502)  loss_vfl_dn_5: 0.3418 (0.3495)  time: 0.4715  data: 0.0131  max mem: 5654
Epoch: [70]  [2900/7393]  eta: 0:36:46  lr: 0.000010  loss: 15.0058 (15.0687)  loss_bbox: 0.1209 (0.1456)  loss_bbox_aux_0: 0.1510 (0.1574)  loss_bbox_aux_1: 0.1364 (0.1507)  loss_bbox_aux_2: 0.1263 (0.1481)  loss_bbox_aux_3: 0.1264 (0.1461)  loss_bbox_aux_4: 0.1212 (0.1455)  loss_bbox_aux_5: 0.1880 (0.1919)  loss_bbox_dn_0: 0.2244 (0.2489)  loss_bbox_dn_1: 0.1675 (0.1803)  loss_bbox_dn_2: 0.1514 (0.1603)  loss_bbox_dn_3: 0.1457 (0.1546)  loss_bbox_dn_4: 0.1464 (0.1532)  loss_bbox_dn_5: 0.1464 (0.1533)  loss_giou: 0.4539 (0.4551)  loss_giou_aux_0: 0.4838 (0.4779)  loss_giou_aux_1: 0.4836 (0.4652)  loss_giou_aux_2: 0.4727 (0.4602)  loss_giou_aux_3: 0.4539 (0.4565)  loss_giou_aux_4: 0.4490 (0.4552)  loss_giou_aux_5: 0.5565 (0.5382)  loss_giou_dn_0: 0.5595 (0.5516)  loss_giou_dn_1: 0.4565 (0.4434)  loss_giou_dn_2: 0.4222 (0.4118)  loss_giou_dn_3: 0.4104 (0.4034)  loss_giou_dn_4: 0.4061 (0.4013)  loss_giou_dn_5: 0.4059 (0.4015)  loss_vfl: 0.6510 (0.6443)  loss_vfl_aux_0: 0.7595 (0.7376)  loss_vfl_aux_1: 0.6893 (0.6944)  loss_vfl_aux_2: 0.6852 (0.6689)  loss_vfl_aux_3: 0.6626 (0.6564)  loss_vfl_aux_4: 0.6563 (0.6490)  loss_vfl_aux_5: 0.7251 (0.7308)  loss_vfl_dn_0: 0.4416 (0.4418)  loss_vfl_dn_1: 0.3836 (0.3756)  loss_vfl_dn_2: 0.3659 (0.3598)  loss_vfl_dn_3: 0.3542 (0.3527)  loss_vfl_dn_4: 0.3487 (0.3502)  loss_vfl_dn_5: 0.3490 (0.3496)  time: 0.4756  data: 0.0132  max mem: 5654
Epoch: [70]  [3000/7393]  eta: 0:36:04  lr: 0.000010  loss: 14.9460 (15.0617)  loss_bbox: 0.1438 (0.1457)  loss_bbox_aux_0: 0.1621 (0.1574)  loss_bbox_aux_1: 0.1511 (0.1508)  loss_bbox_aux_2: 0.1468 (0.1482)  loss_bbox_aux_3: 0.1426 (0.1461)  loss_bbox_aux_4: 0.1428 (0.1455)  loss_bbox_aux_5: 0.1983 (0.1920)  loss_bbox_dn_0: 0.2622 (0.2490)  loss_bbox_dn_1: 0.1792 (0.1803)  loss_bbox_dn_2: 0.1535 (0.1604)  loss_bbox_dn_3: 0.1462 (0.1546)  loss_bbox_dn_4: 0.1462 (0.1533)  loss_bbox_dn_5: 0.1462 (0.1533)  loss_giou: 0.4181 (0.4546)  loss_giou_aux_0: 0.4331 (0.4774)  loss_giou_aux_1: 0.4135 (0.4647)  loss_giou_aux_2: 0.4107 (0.4596)  loss_giou_aux_3: 0.4175 (0.4560)  loss_giou_aux_4: 0.4140 (0.4547)  loss_giou_aux_5: 0.4804 (0.5377)  loss_giou_dn_0: 0.5174 (0.5510)  loss_giou_dn_1: 0.3926 (0.4429)  loss_giou_dn_2: 0.3620 (0.4113)  loss_giou_dn_3: 0.3540 (0.4029)  loss_giou_dn_4: 0.3491 (0.4008)  loss_giou_dn_5: 0.3493 (0.4010)  loss_vfl: 0.6288 (0.6443)  loss_vfl_aux_0: 0.7672 (0.7377)  loss_vfl_aux_1: 0.7090 (0.6944)  loss_vfl_aux_2: 0.6957 (0.6691)  loss_vfl_aux_3: 0.6642 (0.6564)  loss_vfl_aux_4: 0.6498 (0.6490)  loss_vfl_aux_5: 0.7382 (0.7309)  loss_vfl_dn_0: 0.4428 (0.4416)  loss_vfl_dn_1: 0.3717 (0.3754)  loss_vfl_dn_2: 0.3555 (0.3596)  loss_vfl_dn_3: 0.3491 (0.3525)  loss_vfl_dn_4: 0.3468 (0.3501)  loss_vfl_dn_5: 0.3484 (0.3494)  time: 0.4703  data: 0.0133  max mem: 5654
Epoch: [70]  [3100/7393]  eta: 0:35:13  lr: 0.000010  loss: 14.1384 (15.0625)  loss_bbox: 0.1296 (0.1457)  loss_bbox_aux_0: 0.1440 (0.1574)  loss_bbox_aux_1: 0.1404 (0.1509)  loss_bbox_aux_2: 0.1340 (0.1482)  loss_bbox_aux_3: 0.1319 (0.1462)  loss_bbox_aux_4: 0.1342 (0.1456)  loss_bbox_aux_5: 0.1781 (0.1920)  loss_bbox_dn_0: 0.2135 (0.2491)  loss_bbox_dn_1: 0.1430 (0.1805)  loss_bbox_dn_2: 0.1283 (0.1605)  loss_bbox_dn_3: 0.1258 (0.1548)  loss_bbox_dn_4: 0.1265 (0.1534)  loss_bbox_dn_5: 0.1266 (0.1534)  loss_giou: 0.4124 (0.4542)  loss_giou_aux_0: 0.4418 (0.4770)  loss_giou_aux_1: 0.4135 (0.4644)  loss_giou_aux_2: 0.4158 (0.4592)  loss_giou_aux_3: 0.4103 (0.4557)  loss_giou_aux_4: 0.4106 (0.4543)  loss_giou_aux_5: 0.5123 (0.5374)  loss_giou_dn_0: 0.5316 (0.5508)  loss_giou_dn_1: 0.4266 (0.4428)  loss_giou_dn_2: 0.3949 (0.4112)  loss_giou_dn_3: 0.3847 (0.4028)  loss_giou_dn_4: 0.3835 (0.4007)  loss_giou_dn_5: 0.3839 (0.4009)  loss_vfl: 0.6232 (0.6449)  loss_vfl_aux_0: 0.7096 (0.7379)  loss_vfl_aux_1: 0.6466 (0.6947)  loss_vfl_aux_2: 0.6536 (0.6697)  loss_vfl_aux_3: 0.6187 (0.6568)  loss_vfl_aux_4: 0.6214 (0.6496)  loss_vfl_aux_5: 0.6968 (0.7310)  loss_vfl_dn_0: 0.4307 (0.4416)  loss_vfl_dn_1: 0.3715 (0.3754)  loss_vfl_dn_2: 0.3532 (0.3596)  loss_vfl_dn_3: 0.3421 (0.3525)  loss_vfl_dn_4: 0.3409 (0.3501)  loss_vfl_dn_5: 0.3406 (0.3494)  time: 0.4840  data: 0.0130  max mem: 5654
Epoch: [70]  [3200/7393]  eta: 0:34:22  lr: 0.000010  loss: 15.7670 (15.0709)  loss_bbox: 0.1522 (0.1457)  loss_bbox_aux_0: 0.1570 (0.1575)  loss_bbox_aux_1: 0.1553 (0.1509)  loss_bbox_aux_2: 0.1531 (0.1482)  loss_bbox_aux_3: 0.1499 (0.1462)  loss_bbox_aux_4: 0.1529 (0.1456)  loss_bbox_aux_5: 0.1834 (0.1920)  loss_bbox_dn_0: 0.2401 (0.2493)  loss_bbox_dn_1: 0.1820 (0.1806)  loss_bbox_dn_2: 0.1649 (0.1606)  loss_bbox_dn_3: 0.1585 (0.1549)  loss_bbox_dn_4: 0.1551 (0.1535)  loss_bbox_dn_5: 0.1551 (0.1536)  loss_giou: 0.4935 (0.4544)  loss_giou_aux_0: 0.5032 (0.4772)  loss_giou_aux_1: 0.4937 (0.4646)  loss_giou_aux_2: 0.4857 (0.4594)  loss_giou_aux_3: 0.4825 (0.4558)  loss_giou_aux_4: 0.4841 (0.4545)  loss_giou_aux_5: 0.5590 (0.5375)  loss_giou_dn_0: 0.5627 (0.5511)  loss_giou_dn_1: 0.4538 (0.4430)  loss_giou_dn_2: 0.4223 (0.4114)  loss_giou_dn_3: 0.4144 (0.4030)  loss_giou_dn_4: 0.4112 (0.4009)  loss_giou_dn_5: 0.4114 (0.4011)  loss_vfl: 0.6683 (0.6458)  loss_vfl_aux_0: 0.7643 (0.7384)  loss_vfl_aux_1: 0.7041 (0.6952)  loss_vfl_aux_2: 0.6979 (0.6704)  loss_vfl_aux_3: 0.6793 (0.6575)  loss_vfl_aux_4: 0.6702 (0.6504)  loss_vfl_aux_5: 0.7283 (0.7315)  loss_vfl_dn_0: 0.4425 (0.4417)  loss_vfl_dn_1: 0.3896 (0.3755)  loss_vfl_dn_2: 0.3749 (0.3597)  loss_vfl_dn_3: 0.3652 (0.3526)  loss_vfl_dn_4: 0.3632 (0.3502)  loss_vfl_dn_5: 0.3631 (0.3495)  time: 0.4739  data: 0.0129  max mem: 5654
Epoch: [70]  [3300/7393]  eta: 0:33:31  lr: 0.000010  loss: 15.1813 (15.0759)  loss_bbox: 0.1214 (0.1456)  loss_bbox_aux_0: 0.1359 (0.1575)  loss_bbox_aux_1: 0.1298 (0.1509)  loss_bbox_aux_2: 0.1271 (0.1482)  loss_bbox_aux_3: 0.1254 (0.1461)  loss_bbox_aux_4: 0.1214 (0.1455)  loss_bbox_aux_5: 0.1667 (0.1919)  loss_bbox_dn_0: 0.2344 (0.2493)  loss_bbox_dn_1: 0.1678 (0.1807)  loss_bbox_dn_2: 0.1531 (0.1607)  loss_bbox_dn_3: 0.1520 (0.1550)  loss_bbox_dn_4: 0.1501 (0.1536)  loss_bbox_dn_5: 0.1501 (0.1536)  loss_giou: 0.4078 (0.4546)  loss_giou_aux_0: 0.4349 (0.4774)  loss_giou_aux_1: 0.4163 (0.4648)  loss_giou_aux_2: 0.4250 (0.4596)  loss_giou_aux_3: 0.4200 (0.4561)  loss_giou_aux_4: 0.4181 (0.4547)  loss_giou_aux_5: 0.4951 (0.5377)  loss_giou_dn_0: 0.5370 (0.5513)  loss_giou_dn_1: 0.4204 (0.4433)  loss_giou_dn_2: 0.3854 (0.4117)  loss_giou_dn_3: 0.3771 (0.4033)  loss_giou_dn_4: 0.3767 (0.4012)  loss_giou_dn_5: 0.3772 (0.4014)  loss_vfl: 0.6381 (0.6459)  loss_vfl_aux_0: 0.7162 (0.7386)  loss_vfl_aux_1: 0.6955 (0.6956)  loss_vfl_aux_2: 0.6757 (0.6706)  loss_vfl_aux_3: 0.6596 (0.6578)  loss_vfl_aux_4: 0.6503 (0.6506)  loss_vfl_aux_5: 0.7049 (0.7316)  loss_vfl_dn_0: 0.4421 (0.4417)  loss_vfl_dn_1: 0.3801 (0.3756)  loss_vfl_dn_2: 0.3590 (0.3598)  loss_vfl_dn_3: 0.3512 (0.3527)  loss_vfl_dn_4: 0.3477 (0.3503)  loss_vfl_dn_5: 0.3468 (0.3496)  time: 0.4654  data: 0.0130  max mem: 5654
Epoch: [70]  [3400/7393]  eta: 0:32:40  lr: 0.000010  loss: 15.2912 (15.0700)  loss_bbox: 0.1432 (0.1456)  loss_bbox_aux_0: 0.1577 (0.1575)  loss_bbox_aux_1: 0.1455 (0.1508)  loss_bbox_aux_2: 0.1404 (0.1481)  loss_bbox_aux_3: 0.1410 (0.1461)  loss_bbox_aux_4: 0.1396 (0.1455)  loss_bbox_aux_5: 0.1938 (0.1918)  loss_bbox_dn_0: 0.2370 (0.2493)  loss_bbox_dn_1: 0.1787 (0.1806)  loss_bbox_dn_2: 0.1653 (0.1606)  loss_bbox_dn_3: 0.1564 (0.1549)  loss_bbox_dn_4: 0.1547 (0.1535)  loss_bbox_dn_5: 0.1547 (0.1535)  loss_giou: 0.4077 (0.4544)  loss_giou_aux_0: 0.4273 (0.4772)  loss_giou_aux_1: 0.4105 (0.4645)  loss_giou_aux_2: 0.4044 (0.4593)  loss_giou_aux_3: 0.4019 (0.4558)  loss_giou_aux_4: 0.4001 (0.4545)  loss_giou_aux_5: 0.4993 (0.5375)  loss_giou_dn_0: 0.5465 (0.5510)  loss_giou_dn_1: 0.4254 (0.4429)  loss_giou_dn_2: 0.3897 (0.4114)  loss_giou_dn_3: 0.3849 (0.4030)  loss_giou_dn_4: 0.3829 (0.4009)  loss_giou_dn_5: 0.3832 (0.4011)  loss_vfl: 0.6688 (0.6457)  loss_vfl_aux_0: 0.7488 (0.7381)  loss_vfl_aux_1: 0.7144 (0.6954)  loss_vfl_aux_2: 0.6850 (0.6705)  loss_vfl_aux_3: 0.6772 (0.6576)  loss_vfl_aux_4: 0.6760 (0.6503)  loss_vfl_aux_5: 0.7452 (0.7313)  loss_vfl_dn_0: 0.4420 (0.4418)  loss_vfl_dn_1: 0.3817 (0.3756)  loss_vfl_dn_2: 0.3655 (0.3597)  loss_vfl_dn_3: 0.3595 (0.3526)  loss_vfl_dn_4: 0.3567 (0.3502)  loss_vfl_dn_5: 0.3580 (0.3495)  time: 0.4798  data: 0.0133  max mem: 5654
Epoch: [70]  [3500/7393]  eta: 0:31:50  lr: 0.000010  loss: 15.2430 (15.0787)  loss_bbox: 0.1350 (0.1456)  loss_bbox_aux_0: 0.1420 (0.1575)  loss_bbox_aux_1: 0.1369 (0.1508)  loss_bbox_aux_2: 0.1369 (0.1482)  loss_bbox_aux_3: 0.1372 (0.1462)  loss_bbox_aux_4: 0.1348 (0.1456)  loss_bbox_aux_5: 0.1699 (0.1918)  loss_bbox_dn_0: 0.2244 (0.2494)  loss_bbox_dn_1: 0.1688 (0.1807)  loss_bbox_dn_2: 0.1451 (0.1608)  loss_bbox_dn_3: 0.1403 (0.1550)  loss_bbox_dn_4: 0.1385 (0.1536)  loss_bbox_dn_5: 0.1385 (0.1536)  loss_giou: 0.4378 (0.4548)  loss_giou_aux_0: 0.4648 (0.4777)  loss_giou_aux_1: 0.4438 (0.4650)  loss_giou_aux_2: 0.4421 (0.4598)  loss_giou_aux_3: 0.4376 (0.4563)  loss_giou_aux_4: 0.4365 (0.4550)  loss_giou_aux_5: 0.5486 (0.5379)  loss_giou_dn_0: 0.5900 (0.5514)  loss_giou_dn_1: 0.4753 (0.4433)  loss_giou_dn_2: 0.4479 (0.4117)  loss_giou_dn_3: 0.4327 (0.4033)  loss_giou_dn_4: 0.4291 (0.4012)  loss_giou_dn_5: 0.4293 (0.4014)  loss_vfl: 0.6637 (0.6461)  loss_vfl_aux_0: 0.7541 (0.7382)  loss_vfl_aux_1: 0.7107 (0.6957)  loss_vfl_aux_2: 0.6889 (0.6706)  loss_vfl_aux_3: 0.6797 (0.6579)  loss_vfl_aux_4: 0.6640 (0.6507)  loss_vfl_aux_5: 0.7346 (0.7315)  loss_vfl_dn_0: 0.4415 (0.4419)  loss_vfl_dn_1: 0.3792 (0.3757)  loss_vfl_dn_2: 0.3651 (0.3599)  loss_vfl_dn_3: 0.3589 (0.3528)  loss_vfl_dn_4: 0.3547 (0.3504)  loss_vfl_dn_5: 0.3543 (0.3497)  time: 0.4824  data: 0.0142  max mem: 5654
Epoch: [70]  [3600/7393]  eta: 0:31:08  lr: 0.000010  loss: 15.2626 (15.0764)  loss_bbox: 0.1283 (0.1455)  loss_bbox_aux_0: 0.1407 (0.1573)  loss_bbox_aux_1: 0.1322 (0.1507)  loss_bbox_aux_2: 0.1283 (0.1480)  loss_bbox_aux_3: 0.1275 (0.1461)  loss_bbox_aux_4: 0.1272 (0.1455)  loss_bbox_aux_5: 0.1853 (0.1917)  loss_bbox_dn_0: 0.2377 (0.2493)  loss_bbox_dn_1: 0.1604 (0.1807)  loss_bbox_dn_2: 0.1415 (0.1607)  loss_bbox_dn_3: 0.1373 (0.1549)  loss_bbox_dn_4: 0.1349 (0.1535)  loss_bbox_dn_5: 0.1349 (0.1536)  loss_giou: 0.4480 (0.4545)  loss_giou_aux_0: 0.4518 (0.4772)  loss_giou_aux_1: 0.4416 (0.4645)  loss_giou_aux_2: 0.4474 (0.4594)  loss_giou_aux_3: 0.4331 (0.4559)  loss_giou_aux_4: 0.4435 (0.4546)  loss_giou_aux_5: 0.5119 (0.5376)  loss_giou_dn_0: 0.5617 (0.5513)  loss_giou_dn_1: 0.4567 (0.4432)  loss_giou_dn_2: 0.4237 (0.4116)  loss_giou_dn_3: 0.4138 (0.4033)  loss_giou_dn_4: 0.4123 (0.4011)  loss_giou_dn_5: 0.4123 (0.4013)  loss_vfl: 0.6390 (0.6464)  loss_vfl_aux_0: 0.7427 (0.7386)  loss_vfl_aux_1: 0.7089 (0.6961)  loss_vfl_aux_2: 0.6741 (0.6709)  loss_vfl_aux_3: 0.6683 (0.6582)  loss_vfl_aux_4: 0.6546 (0.6510)  loss_vfl_aux_5: 0.7342 (0.7316)  loss_vfl_dn_0: 0.4453 (0.4419)  loss_vfl_dn_1: 0.3803 (0.3758)  loss_vfl_dn_2: 0.3636 (0.3599)  loss_vfl_dn_3: 0.3559 (0.3528)  loss_vfl_dn_4: 0.3526 (0.3504)  loss_vfl_dn_5: 0.3518 (0.3497)  time: 0.4810  data: 0.0140  max mem: 5654
Epoch: [70]  [3700/7393]  eta: 0:30:17  lr: 0.000010  loss: 15.1040 (15.0726)  loss_bbox: 0.1385 (0.1454)  loss_bbox_aux_0: 0.1529 (0.1573)  loss_bbox_aux_1: 0.1468 (0.1506)  loss_bbox_aux_2: 0.1420 (0.1479)  loss_bbox_aux_3: 0.1369 (0.1460)  loss_bbox_aux_4: 0.1364 (0.1454)  loss_bbox_aux_5: 0.1878 (0.1916)  loss_bbox_dn_0: 0.2446 (0.2491)  loss_bbox_dn_1: 0.1759 (0.1805)  loss_bbox_dn_2: 0.1535 (0.1605)  loss_bbox_dn_3: 0.1467 (0.1548)  loss_bbox_dn_4: 0.1458 (0.1534)  loss_bbox_dn_5: 0.1458 (0.1534)  loss_giou: 0.4572 (0.4544)  loss_giou_aux_0: 0.4829 (0.4771)  loss_giou_aux_1: 0.4657 (0.4644)  loss_giou_aux_2: 0.4606 (0.4593)  loss_giou_aux_3: 0.4590 (0.4558)  loss_giou_aux_4: 0.4564 (0.4545)  loss_giou_aux_5: 0.5413 (0.5374)  loss_giou_dn_0: 0.5314 (0.5512)  loss_giou_dn_1: 0.4319 (0.4431)  loss_giou_dn_2: 0.4049 (0.4115)  loss_giou_dn_3: 0.3957 (0.4032)  loss_giou_dn_4: 0.3957 (0.4010)  loss_giou_dn_5: 0.3956 (0.4012)  loss_vfl: 0.6301 (0.6463)  loss_vfl_aux_0: 0.7110 (0.7385)  loss_vfl_aux_1: 0.6858 (0.6959)  loss_vfl_aux_2: 0.6612 (0.6709)  loss_vfl_aux_3: 0.6456 (0.6581)  loss_vfl_aux_4: 0.6310 (0.6510)  loss_vfl_aux_5: 0.7104 (0.7316)  loss_vfl_dn_0: 0.4459 (0.4418)  loss_vfl_dn_1: 0.3794 (0.3757)  loss_vfl_dn_2: 0.3653 (0.3599)  loss_vfl_dn_3: 0.3608 (0.3528)  loss_vfl_dn_4: 0.3587 (0.3504)  loss_vfl_dn_5: 0.3571 (0.3497)  time: 0.4799  data: 0.0139  max mem: 5654
Epoch: [70]  [3800/7393]  eta: 0:29:27  lr: 0.000010  loss: 14.6980 (15.0720)  loss_bbox: 0.1255 (0.1453)  loss_bbox_aux_0: 0.1394 (0.1571)  loss_bbox_aux_1: 0.1374 (0.1505)  loss_bbox_aux_2: 0.1352 (0.1478)  loss_bbox_aux_3: 0.1286 (0.1459)  loss_bbox_aux_4: 0.1255 (0.1452)  loss_bbox_aux_5: 0.1835 (0.1913)  loss_bbox_dn_0: 0.2349 (0.2489)  loss_bbox_dn_1: 0.1694 (0.1803)  loss_bbox_dn_2: 0.1500 (0.1604)  loss_bbox_dn_3: 0.1394 (0.1546)  loss_bbox_dn_4: 0.1387 (0.1532)  loss_bbox_dn_5: 0.1388 (0.1533)  loss_giou: 0.4202 (0.4547)  loss_giou_aux_0: 0.4355 (0.4774)  loss_giou_aux_1: 0.4262 (0.4647)  loss_giou_aux_2: 0.4173 (0.4596)  loss_giou_aux_3: 0.4200 (0.4562)  loss_giou_aux_4: 0.4204 (0.4548)  loss_giou_aux_5: 0.4911 (0.5377)  loss_giou_dn_0: 0.5390 (0.5514)  loss_giou_dn_1: 0.4328 (0.4433)  loss_giou_dn_2: 0.4008 (0.4118)  loss_giou_dn_3: 0.3943 (0.4034)  loss_giou_dn_4: 0.3948 (0.4013)  loss_giou_dn_5: 0.3948 (0.4015)  loss_vfl: 0.6298 (0.6460)  loss_vfl_aux_0: 0.7325 (0.7383)  loss_vfl_aux_1: 0.6584 (0.6956)  loss_vfl_aux_2: 0.6478 (0.6707)  loss_vfl_aux_3: 0.6307 (0.6578)  loss_vfl_aux_4: 0.6329 (0.6507)  loss_vfl_aux_5: 0.7358 (0.7313)  loss_vfl_dn_0: 0.4438 (0.4418)  loss_vfl_dn_1: 0.3759 (0.3757)  loss_vfl_dn_2: 0.3510 (0.3599)  loss_vfl_dn_3: 0.3464 (0.3528)  loss_vfl_dn_4: 0.3451 (0.3504)  loss_vfl_dn_5: 0.3454 (0.3497)  time: 0.4729  data: 0.0136  max mem: 5654
Epoch: [70]  [3900/7393]  eta: 0:28:37  lr: 0.000010  loss: 15.4674 (15.0760)  loss_bbox: 0.1451 (0.1453)  loss_bbox_aux_0: 0.1496 (0.1571)  loss_bbox_aux_1: 0.1427 (0.1505)  loss_bbox_aux_2: 0.1468 (0.1478)  loss_bbox_aux_3: 0.1450 (0.1459)  loss_bbox_aux_4: 0.1482 (0.1452)  loss_bbox_aux_5: 0.1894 (0.1913)  loss_bbox_dn_0: 0.2604 (0.2489)  loss_bbox_dn_1: 0.1933 (0.1803)  loss_bbox_dn_2: 0.1703 (0.1603)  loss_bbox_dn_3: 0.1585 (0.1546)  loss_bbox_dn_4: 0.1554 (0.1532)  loss_bbox_dn_5: 0.1555 (0.1532)  loss_giou: 0.4756 (0.4552)  loss_giou_aux_0: 0.4760 (0.4779)  loss_giou_aux_1: 0.4755 (0.4652)  loss_giou_aux_2: 0.4726 (0.4601)  loss_giou_aux_3: 0.4738 (0.4567)  loss_giou_aux_4: 0.4701 (0.4553)  loss_giou_aux_5: 0.5427 (0.5382)  loss_giou_dn_0: 0.5734 (0.5518)  loss_giou_dn_1: 0.4644 (0.4437)  loss_giou_dn_2: 0.4349 (0.4121)  loss_giou_dn_3: 0.4291 (0.4038)  loss_giou_dn_4: 0.4253 (0.4016)  loss_giou_dn_5: 0.4256 (0.4018)  loss_vfl: 0.6134 (0.6458)  loss_vfl_aux_0: 0.7160 (0.7381)  loss_vfl_aux_1: 0.6555 (0.6954)  loss_vfl_aux_2: 0.6335 (0.6705)  loss_vfl_aux_3: 0.6185 (0.6575)  loss_vfl_aux_4: 0.6136 (0.6504)  loss_vfl_aux_5: 0.7097 (0.7309)  loss_vfl_dn_0: 0.4344 (0.4418)  loss_vfl_dn_1: 0.3691 (0.3758)  loss_vfl_dn_2: 0.3545 (0.3600)  loss_vfl_dn_3: 0.3487 (0.3529)  loss_vfl_dn_4: 0.3467 (0.3504)  loss_vfl_dn_5: 0.3482 (0.3498)  time: 0.4948  data: 0.0137  max mem: 5654
Epoch: [70]  [4000/7393]  eta: 0:27:47  lr: 0.000010  loss: 15.1484 (15.0748)  loss_bbox: 0.1405 (0.1453)  loss_bbox_aux_0: 0.1453 (0.1571)  loss_bbox_aux_1: 0.1454 (0.1505)  loss_bbox_aux_2: 0.1399 (0.1477)  loss_bbox_aux_3: 0.1319 (0.1458)  loss_bbox_aux_4: 0.1378 (0.1452)  loss_bbox_aux_5: 0.1761 (0.1913)  loss_bbox_dn_0: 0.2376 (0.2489)  loss_bbox_dn_1: 0.1755 (0.1803)  loss_bbox_dn_2: 0.1592 (0.1603)  loss_bbox_dn_3: 0.1528 (0.1546)  loss_bbox_dn_4: 0.1514 (0.1532)  loss_bbox_dn_5: 0.1514 (0.1532)  loss_giou: 0.4447 (0.4551)  loss_giou_aux_0: 0.4603 (0.4778)  loss_giou_aux_1: 0.4549 (0.4651)  loss_giou_aux_2: 0.4434 (0.4599)  loss_giou_aux_3: 0.4451 (0.4566)  loss_giou_aux_4: 0.4443 (0.4552)  loss_giou_aux_5: 0.5193 (0.5380)  loss_giou_dn_0: 0.5609 (0.5517)  loss_giou_dn_1: 0.4549 (0.4437)  loss_giou_dn_2: 0.4237 (0.4121)  loss_giou_dn_3: 0.4100 (0.4037)  loss_giou_dn_4: 0.4070 (0.4016)  loss_giou_dn_5: 0.4069 (0.4018)  loss_vfl: 0.6042 (0.6457)  loss_vfl_aux_0: 0.7220 (0.7381)  loss_vfl_aux_1: 0.6513 (0.6952)  loss_vfl_aux_2: 0.6322 (0.6706)  loss_vfl_aux_3: 0.6107 (0.6575)  loss_vfl_aux_4: 0.6034 (0.6504)  loss_vfl_aux_5: 0.7025 (0.7310)  loss_vfl_dn_0: 0.4436 (0.4418)  loss_vfl_dn_1: 0.3838 (0.3758)  loss_vfl_dn_2: 0.3659 (0.3599)  loss_vfl_dn_3: 0.3538 (0.3528)  loss_vfl_dn_4: 0.3506 (0.3504)  loss_vfl_dn_5: 0.3498 (0.3497)  time: 0.4831  data: 0.0135  max mem: 5654
Epoch: [70]  [4100/7393]  eta: 0:26:56  lr: 0.000010  loss: 14.5257 (15.0776)  loss_bbox: 0.1512 (0.1453)  loss_bbox_aux_0: 0.1615 (0.1571)  loss_bbox_aux_1: 0.1600 (0.1505)  loss_bbox_aux_2: 0.1568 (0.1477)  loss_bbox_aux_3: 0.1550 (0.1458)  loss_bbox_aux_4: 0.1472 (0.1452)  loss_bbox_aux_5: 0.2068 (0.1913)  loss_bbox_dn_0: 0.2395 (0.2487)  loss_bbox_dn_1: 0.1742 (0.1802)  loss_bbox_dn_2: 0.1555 (0.1602)  loss_bbox_dn_3: 0.1455 (0.1545)  loss_bbox_dn_4: 0.1424 (0.1531)  loss_bbox_dn_5: 0.1424 (0.1531)  loss_giou: 0.4309 (0.4555)  loss_giou_aux_0: 0.4420 (0.4780)  loss_giou_aux_1: 0.4416 (0.4655)  loss_giou_aux_2: 0.4218 (0.4602)  loss_giou_aux_3: 0.4217 (0.4569)  loss_giou_aux_4: 0.4275 (0.4555)  loss_giou_aux_5: 0.5129 (0.5384)  loss_giou_dn_0: 0.5125 (0.5518)  loss_giou_dn_1: 0.4028 (0.4438)  loss_giou_dn_2: 0.3652 (0.4123)  loss_giou_dn_3: 0.3559 (0.4039)  loss_giou_dn_4: 0.3539 (0.4018)  loss_giou_dn_5: 0.3540 (0.4020)  loss_vfl: 0.6413 (0.6457)  loss_vfl_aux_0: 0.7618 (0.7382)  loss_vfl_aux_1: 0.6842 (0.6951)  loss_vfl_aux_2: 0.6801 (0.6706)  loss_vfl_aux_3: 0.6516 (0.6575)  loss_vfl_aux_4: 0.6403 (0.6504)  loss_vfl_aux_5: 0.7314 (0.7310)  loss_vfl_dn_0: 0.4381 (0.4418)  loss_vfl_dn_1: 0.3707 (0.3758)  loss_vfl_dn_2: 0.3540 (0.3600)  loss_vfl_dn_3: 0.3465 (0.3529)  loss_vfl_dn_4: 0.3442 (0.3505)  loss_vfl_dn_5: 0.3492 (0.3498)  time: 0.4774  data: 0.0129  max mem: 5654
Epoch: [70]  [4200/7393]  eta: 0:26:06  lr: 0.000010  loss: 15.0012 (15.0751)  loss_bbox: 0.1344 (0.1452)  loss_bbox_aux_0: 0.1458 (0.1570)  loss_bbox_aux_1: 0.1426 (0.1505)  loss_bbox_aux_2: 0.1411 (0.1476)  loss_bbox_aux_3: 0.1374 (0.1458)  loss_bbox_aux_4: 0.1354 (0.1451)  loss_bbox_aux_5: 0.1860 (0.1913)  loss_bbox_dn_0: 0.2723 (0.2487)  loss_bbox_dn_1: 0.1866 (0.1801)  loss_bbox_dn_2: 0.1630 (0.1602)  loss_bbox_dn_3: 0.1543 (0.1544)  loss_bbox_dn_4: 0.1520 (0.1530)  loss_bbox_dn_5: 0.1520 (0.1530)  loss_giou: 0.4818 (0.4552)  loss_giou_aux_0: 0.5011 (0.4778)  loss_giou_aux_1: 0.4845 (0.4652)  loss_giou_aux_2: 0.4879 (0.4600)  loss_giou_aux_3: 0.4856 (0.4566)  loss_giou_aux_4: 0.4794 (0.4553)  loss_giou_aux_5: 0.5635 (0.5382)  loss_giou_dn_0: 0.5536 (0.5518)  loss_giou_dn_1: 0.4389 (0.4437)  loss_giou_dn_2: 0.4042 (0.4122)  loss_giou_dn_3: 0.4015 (0.4038)  loss_giou_dn_4: 0.4016 (0.4017)  loss_giou_dn_5: 0.4022 (0.4019)  loss_vfl: 0.6294 (0.6457)  loss_vfl_aux_0: 0.7148 (0.7382)  loss_vfl_aux_1: 0.6791 (0.6953)  loss_vfl_aux_2: 0.6506 (0.6707)  loss_vfl_aux_3: 0.6341 (0.6576)  loss_vfl_aux_4: 0.6360 (0.6504)  loss_vfl_aux_5: 0.7222 (0.7311)  loss_vfl_dn_0: 0.4432 (0.4418)  loss_vfl_dn_1: 0.3824 (0.3759)  loss_vfl_dn_2: 0.3672 (0.3600)  loss_vfl_dn_3: 0.3608 (0.3529)  loss_vfl_dn_4: 0.3589 (0.3505)  loss_vfl_dn_5: 0.3580 (0.3498)  time: 0.5001  data: 0.0129  max mem: 5654
Epoch: [70]  [4300/7393]  eta: 0:25:17  lr: 0.000010  loss: 14.6531 (15.0765)  loss_bbox: 0.1325 (0.1452)  loss_bbox_aux_0: 0.1608 (0.1570)  loss_bbox_aux_1: 0.1494 (0.1505)  loss_bbox_aux_2: 0.1415 (0.1476)  loss_bbox_aux_3: 0.1348 (0.1458)  loss_bbox_aux_4: 0.1325 (0.1451)  loss_bbox_aux_5: 0.1831 (0.1914)  loss_bbox_dn_0: 0.2373 (0.2487)  loss_bbox_dn_1: 0.1641 (0.1801)  loss_bbox_dn_2: 0.1464 (0.1601)  loss_bbox_dn_3: 0.1410 (0.1544)  loss_bbox_dn_4: 0.1396 (0.1530)  loss_bbox_dn_5: 0.1397 (0.1530)  loss_giou: 0.4235 (0.4554)  loss_giou_aux_0: 0.4538 (0.4780)  loss_giou_aux_1: 0.4372 (0.4655)  loss_giou_aux_2: 0.4298 (0.4602)  loss_giou_aux_3: 0.4251 (0.4569)  loss_giou_aux_4: 0.4262 (0.4555)  loss_giou_aux_5: 0.4952 (0.5384)  loss_giou_dn_0: 0.5421 (0.5519)  loss_giou_dn_1: 0.4342 (0.4438)  loss_giou_dn_2: 0.3971 (0.4122)  loss_giou_dn_3: 0.3856 (0.4039)  loss_giou_dn_4: 0.3830 (0.4018)  loss_giou_dn_5: 0.3829 (0.4020)  loss_vfl: 0.6377 (0.6456)  loss_vfl_aux_0: 0.7433 (0.7381)  loss_vfl_aux_1: 0.6815 (0.6952)  loss_vfl_aux_2: 0.6556 (0.6707)  loss_vfl_aux_3: 0.6377 (0.6574)  loss_vfl_aux_4: 0.6389 (0.6504)  loss_vfl_aux_5: 0.7165 (0.7310)  loss_vfl_dn_0: 0.4450 (0.4419)  loss_vfl_dn_1: 0.3786 (0.3759)  loss_vfl_dn_2: 0.3614 (0.3600)  loss_vfl_dn_3: 0.3545 (0.3529)  loss_vfl_dn_4: 0.3511 (0.3505)  loss_vfl_dn_5: 0.3504 (0.3498)  time: 0.4792  data: 0.0135  max mem: 5654
Epoch: [70]  [4400/7393]  eta: 0:24:27  lr: 0.000010  loss: 14.9130 (15.0789)  loss_bbox: 0.1514 (0.1452)  loss_bbox_aux_0: 0.1634 (0.1571)  loss_bbox_aux_1: 0.1513 (0.1505)  loss_bbox_aux_2: 0.1544 (0.1477)  loss_bbox_aux_3: 0.1499 (0.1458)  loss_bbox_aux_4: 0.1503 (0.1451)  loss_bbox_aux_5: 0.1895 (0.1914)  loss_bbox_dn_0: 0.2452 (0.2487)  loss_bbox_dn_1: 0.1736 (0.1801)  loss_bbox_dn_2: 0.1471 (0.1602)  loss_bbox_dn_3: 0.1416 (0.1544)  loss_bbox_dn_4: 0.1408 (0.1531)  loss_bbox_dn_5: 0.1408 (0.1531)  loss_giou: 0.4224 (0.4555)  loss_giou_aux_0: 0.4497 (0.4781)  loss_giou_aux_1: 0.4255 (0.4655)  loss_giou_aux_2: 0.4333 (0.4602)  loss_giou_aux_3: 0.4260 (0.4570)  loss_giou_aux_4: 0.4163 (0.4555)  loss_giou_aux_5: 0.5127 (0.5385)  loss_giou_dn_0: 0.5295 (0.5520)  loss_giou_dn_1: 0.4296 (0.4439)  loss_giou_dn_2: 0.3887 (0.4123)  loss_giou_dn_3: 0.3809 (0.4039)  loss_giou_dn_4: 0.3786 (0.4018)  loss_giou_dn_5: 0.3785 (0.4020)  loss_vfl: 0.6574 (0.6458)  loss_vfl_aux_0: 0.7356 (0.7381)  loss_vfl_aux_1: 0.6910 (0.6952)  loss_vfl_aux_2: 0.6870 (0.6708)  loss_vfl_aux_3: 0.6615 (0.6575)  loss_vfl_aux_4: 0.6566 (0.6506)  loss_vfl_aux_5: 0.7587 (0.7310)  loss_vfl_dn_0: 0.4393 (0.4418)  loss_vfl_dn_1: 0.3785 (0.3759)  loss_vfl_dn_2: 0.3657 (0.3600)  loss_vfl_dn_3: 0.3550 (0.3529)  loss_vfl_dn_4: 0.3507 (0.3505)  loss_vfl_dn_5: 0.3488 (0.3498)  time: 0.4858  data: 0.0137  max mem: 5654
Epoch: [70]  [4500/7393]  eta: 0:23:38  lr: 0.000010  loss: 15.0948 (15.0751)  loss_bbox: 0.1399 (0.1452)  loss_bbox_aux_0: 0.1533 (0.1571)  loss_bbox_aux_1: 0.1403 (0.1505)  loss_bbox_aux_2: 0.1421 (0.1476)  loss_bbox_aux_3: 0.1393 (0.1458)  loss_bbox_aux_4: 0.1408 (0.1451)  loss_bbox_aux_5: 0.1827 (0.1914)  loss_bbox_dn_0: 0.2207 (0.2486)  loss_bbox_dn_1: 0.1548 (0.1800)  loss_bbox_dn_2: 0.1391 (0.1601)  loss_bbox_dn_3: 0.1350 (0.1544)  loss_bbox_dn_4: 0.1330 (0.1530)  loss_bbox_dn_5: 0.1333 (0.1530)  loss_giou: 0.4222 (0.4551)  loss_giou_aux_0: 0.4651 (0.4779)  loss_giou_aux_1: 0.4447 (0.4653)  loss_giou_aux_2: 0.4410 (0.4599)  loss_giou_aux_3: 0.4350 (0.4567)  loss_giou_aux_4: 0.4247 (0.4552)  loss_giou_aux_5: 0.5050 (0.5383)  loss_giou_dn_0: 0.5336 (0.5518)  loss_giou_dn_1: 0.4241 (0.4437)  loss_giou_dn_2: 0.3943 (0.4121)  loss_giou_dn_3: 0.3877 (0.4038)  loss_giou_dn_4: 0.3844 (0.4016)  loss_giou_dn_5: 0.3845 (0.4018)  loss_vfl: 0.6469 (0.6459)  loss_vfl_aux_0: 0.7303 (0.7381)  loss_vfl_aux_1: 0.6703 (0.6951)  loss_vfl_aux_2: 0.6561 (0.6710)  loss_vfl_aux_3: 0.6607 (0.6576)  loss_vfl_aux_4: 0.6515 (0.6506)  loss_vfl_aux_5: 0.7403 (0.7309)  loss_vfl_dn_0: 0.4461 (0.4418)  loss_vfl_dn_1: 0.3772 (0.3759)  loss_vfl_dn_2: 0.3597 (0.3600)  loss_vfl_dn_3: 0.3525 (0.3529)  loss_vfl_dn_4: 0.3525 (0.3505)  loss_vfl_dn_5: 0.3508 (0.3498)  time: 0.4842  data: 0.0129  max mem: 5654
Epoch: [70]  [4600/7393]  eta: 0:22:48  lr: 0.000010  loss: 14.7202 (15.0778)  loss_bbox: 0.1410 (0.1452)  loss_bbox_aux_0: 0.1528 (0.1571)  loss_bbox_aux_1: 0.1439 (0.1505)  loss_bbox_aux_2: 0.1408 (0.1476)  loss_bbox_aux_3: 0.1406 (0.1457)  loss_bbox_aux_4: 0.1399 (0.1451)  loss_bbox_aux_5: 0.1803 (0.1913)  loss_bbox_dn_0: 0.2312 (0.2484)  loss_bbox_dn_1: 0.1693 (0.1799)  loss_bbox_dn_2: 0.1458 (0.1599)  loss_bbox_dn_3: 0.1405 (0.1542)  loss_bbox_dn_4: 0.1390 (0.1529)  loss_bbox_dn_5: 0.1390 (0.1529)  loss_giou: 0.4163 (0.4555)  loss_giou_aux_0: 0.4290 (0.4783)  loss_giou_aux_1: 0.4237 (0.4657)  loss_giou_aux_2: 0.4208 (0.4603)  loss_giou_aux_3: 0.4161 (0.4571)  loss_giou_aux_4: 0.4122 (0.4556)  loss_giou_aux_5: 0.5134 (0.5386)  loss_giou_dn_0: 0.5240 (0.5521)  loss_giou_dn_1: 0.4311 (0.4439)  loss_giou_dn_2: 0.4038 (0.4124)  loss_giou_dn_3: 0.3920 (0.4040)  loss_giou_dn_4: 0.3888 (0.4019)  loss_giou_dn_5: 0.3887 (0.4021)  loss_vfl: 0.6444 (0.6458)  loss_vfl_aux_0: 0.7402 (0.7379)  loss_vfl_aux_1: 0.6928 (0.6951)  loss_vfl_aux_2: 0.6663 (0.6708)  loss_vfl_aux_3: 0.6592 (0.6575)  loss_vfl_aux_4: 0.6558 (0.6506)  loss_vfl_aux_5: 0.7265 (0.7307)  loss_vfl_dn_0: 0.4358 (0.4419)  loss_vfl_dn_1: 0.3705 (0.3760)  loss_vfl_dn_2: 0.3540 (0.3601)  loss_vfl_dn_3: 0.3485 (0.3530)  loss_vfl_dn_4: 0.3472 (0.3505)  loss_vfl_dn_5: 0.3472 (0.3498)  time: 0.4760  data: 0.0129  max mem: 5654
Epoch: [70]  [4700/7393]  eta: 0:21:58  lr: 0.000010  loss: 15.2939 (15.0788)  loss_bbox: 0.1377 (0.1453)  loss_bbox_aux_0: 0.1407 (0.1571)  loss_bbox_aux_1: 0.1377 (0.1506)  loss_bbox_aux_2: 0.1386 (0.1477)  loss_bbox_aux_3: 0.1428 (0.1459)  loss_bbox_aux_4: 0.1383 (0.1452)  loss_bbox_aux_5: 0.1684 (0.1914)  loss_bbox_dn_0: 0.2116 (0.2486)  loss_bbox_dn_1: 0.1631 (0.1801)  loss_bbox_dn_2: 0.1498 (0.1601)  loss_bbox_dn_3: 0.1484 (0.1544)  loss_bbox_dn_4: 0.1459 (0.1531)  loss_bbox_dn_5: 0.1459 (0.1531)  loss_giou: 0.4662 (0.4554)  loss_giou_aux_0: 0.4930 (0.4781)  loss_giou_aux_1: 0.4733 (0.4655)  loss_giou_aux_2: 0.4802 (0.4602)  loss_giou_aux_3: 0.4829 (0.4569)  loss_giou_aux_4: 0.4658 (0.4555)  loss_giou_aux_5: 0.5324 (0.5385)  loss_giou_dn_0: 0.5535 (0.5520)  loss_giou_dn_1: 0.4402 (0.4439)  loss_giou_dn_2: 0.4137 (0.4123)  loss_giou_dn_3: 0.4066 (0.4039)  loss_giou_dn_4: 0.4066 (0.4018)  loss_giou_dn_5: 0.4069 (0.4020)  loss_vfl: 0.6150 (0.6459)  loss_vfl_aux_0: 0.7054 (0.7380)  loss_vfl_aux_1: 0.6740 (0.6952)  loss_vfl_aux_2: 0.6491 (0.6709)  loss_vfl_aux_3: 0.6370 (0.6576)  loss_vfl_aux_4: 0.6243 (0.6506)  loss_vfl_aux_5: 0.6908 (0.7308)  loss_vfl_dn_0: 0.4412 (0.4419)  loss_vfl_dn_1: 0.3733 (0.3760)  loss_vfl_dn_2: 0.3579 (0.3601)  loss_vfl_dn_3: 0.3501 (0.3530)  loss_vfl_dn_4: 0.3484 (0.3506)  loss_vfl_dn_5: 0.3495 (0.3499)  time: 0.4726  data: 0.0129  max mem: 5654
Epoch: [70]  [4800/7393]  eta: 0:21:09  lr: 0.000010  loss: 15.0854 (15.0788)  loss_bbox: 0.1428 (0.1452)  loss_bbox_aux_0: 0.1533 (0.1570)  loss_bbox_aux_1: 0.1498 (0.1505)  loss_bbox_aux_2: 0.1546 (0.1476)  loss_bbox_aux_3: 0.1454 (0.1458)  loss_bbox_aux_4: 0.1448 (0.1452)  loss_bbox_aux_5: 0.1947 (0.1913)  loss_bbox_dn_0: 0.2432 (0.2484)  loss_bbox_dn_1: 0.1752 (0.1799)  loss_bbox_dn_2: 0.1574 (0.1600)  loss_bbox_dn_3: 0.1532 (0.1543)  loss_bbox_dn_4: 0.1527 (0.1529)  loss_bbox_dn_5: 0.1528 (0.1529)  loss_giou: 0.4091 (0.4556)  loss_giou_aux_0: 0.4285 (0.4783)  loss_giou_aux_1: 0.4260 (0.4657)  loss_giou_aux_2: 0.4125 (0.4604)  loss_giou_aux_3: 0.4088 (0.4571)  loss_giou_aux_4: 0.4058 (0.4557)  loss_giou_aux_5: 0.4981 (0.5387)  loss_giou_dn_0: 0.5469 (0.5522)  loss_giou_dn_1: 0.4395 (0.4440)  loss_giou_dn_2: 0.4044 (0.4124)  loss_giou_dn_3: 0.3980 (0.4040)  loss_giou_dn_4: 0.3965 (0.4019)  loss_giou_dn_5: 0.3964 (0.4021)  loss_vfl: 0.6465 (0.6457)  loss_vfl_aux_0: 0.7451 (0.7379)  loss_vfl_aux_1: 0.6944 (0.6950)  loss_vfl_aux_2: 0.6611 (0.6707)  loss_vfl_aux_3: 0.6647 (0.6575)  loss_vfl_aux_4: 0.6441 (0.6504)  loss_vfl_aux_5: 0.7496 (0.7306)  loss_vfl_dn_0: 0.4489 (0.4419)  loss_vfl_dn_1: 0.3795 (0.3760)  loss_vfl_dn_2: 0.3658 (0.3602)  loss_vfl_dn_3: 0.3596 (0.3530)  loss_vfl_dn_4: 0.3557 (0.3506)  loss_vfl_dn_5: 0.3551 (0.3499)  time: 0.4835  data: 0.0127  max mem: 5654
Epoch: [70]  [4900/7393]  eta: 0:20:19  lr: 0.000010  loss: 15.4935 (15.0829)  loss_bbox: 0.1417 (0.1453)  loss_bbox_aux_0: 0.1518 (0.1570)  loss_bbox_aux_1: 0.1480 (0.1505)  loss_bbox_aux_2: 0.1477 (0.1477)  loss_bbox_aux_3: 0.1429 (0.1459)  loss_bbox_aux_4: 0.1436 (0.1453)  loss_bbox_aux_5: 0.1860 (0.1914)  loss_bbox_dn_0: 0.2389 (0.2484)  loss_bbox_dn_1: 0.1772 (0.1800)  loss_bbox_dn_2: 0.1569 (0.1601)  loss_bbox_dn_3: 0.1493 (0.1543)  loss_bbox_dn_4: 0.1489 (0.1530)  loss_bbox_dn_5: 0.1488 (0.1530)  loss_giou: 0.4732 (0.4558)  loss_giou_aux_0: 0.5060 (0.4785)  loss_giou_aux_1: 0.4928 (0.4659)  loss_giou_aux_2: 0.4860 (0.4606)  loss_giou_aux_3: 0.4761 (0.4573)  loss_giou_aux_4: 0.4740 (0.4559)  loss_giou_aux_5: 0.5605 (0.5388)  loss_giou_dn_0: 0.5691 (0.5523)  loss_giou_dn_1: 0.4640 (0.4441)  loss_giou_dn_2: 0.4281 (0.4126)  loss_giou_dn_3: 0.4211 (0.4042)  loss_giou_dn_4: 0.4201 (0.4021)  loss_giou_dn_5: 0.4205 (0.4023)  loss_vfl: 0.6297 (0.6459)  loss_vfl_aux_0: 0.7414 (0.7381)  loss_vfl_aux_1: 0.6786 (0.6951)  loss_vfl_aux_2: 0.6503 (0.6708)  loss_vfl_aux_3: 0.6327 (0.6576)  loss_vfl_aux_4: 0.6403 (0.6505)  loss_vfl_aux_5: 0.7296 (0.7306)  loss_vfl_dn_0: 0.4445 (0.4419)  loss_vfl_dn_1: 0.3864 (0.3761)  loss_vfl_dn_2: 0.3706 (0.3602)  loss_vfl_dn_3: 0.3635 (0.3531)  loss_vfl_dn_4: 0.3624 (0.3507)  loss_vfl_dn_5: 0.3610 (0.3500)  time: 0.4767  data: 0.0130  max mem: 5654
Epoch: [70]  [5000/7393]  eta: 0:19:30  lr: 0.000010  loss: 15.2017 (15.0819)  loss_bbox: 0.1323 (0.1453)  loss_bbox_aux_0: 0.1535 (0.1570)  loss_bbox_aux_1: 0.1434 (0.1505)  loss_bbox_aux_2: 0.1387 (0.1477)  loss_bbox_aux_3: 0.1376 (0.1458)  loss_bbox_aux_4: 0.1341 (0.1452)  loss_bbox_aux_5: 0.1815 (0.1914)  loss_bbox_dn_0: 0.2288 (0.2484)  loss_bbox_dn_1: 0.1711 (0.1800)  loss_bbox_dn_2: 0.1529 (0.1601)  loss_bbox_dn_3: 0.1460 (0.1543)  loss_bbox_dn_4: 0.1439 (0.1529)  loss_bbox_dn_5: 0.1440 (0.1529)  loss_giou: 0.4371 (0.4557)  loss_giou_aux_0: 0.4672 (0.4783)  loss_giou_aux_1: 0.4399 (0.4658)  loss_giou_aux_2: 0.4492 (0.4605)  loss_giou_aux_3: 0.4529 (0.4572)  loss_giou_aux_4: 0.4383 (0.4558)  loss_giou_aux_5: 0.5186 (0.5387)  loss_giou_dn_0: 0.5448 (0.5522)  loss_giou_dn_1: 0.4423 (0.4440)  loss_giou_dn_2: 0.4139 (0.4124)  loss_giou_dn_3: 0.4074 (0.4041)  loss_giou_dn_4: 0.4046 (0.4020)  loss_giou_dn_5: 0.4051 (0.4022)  loss_vfl: 0.6417 (0.6460)  loss_vfl_aux_0: 0.7208 (0.7383)  loss_vfl_aux_1: 0.6788 (0.6953)  loss_vfl_aux_2: 0.6544 (0.6709)  loss_vfl_aux_3: 0.6474 (0.6577)  loss_vfl_aux_4: 0.6459 (0.6506)  loss_vfl_aux_5: 0.7133 (0.7308)  loss_vfl_dn_0: 0.4373 (0.4420)  loss_vfl_dn_1: 0.3737 (0.3761)  loss_vfl_dn_2: 0.3575 (0.3602)  loss_vfl_dn_3: 0.3528 (0.3531)  loss_vfl_dn_4: 0.3524 (0.3506)  loss_vfl_dn_5: 0.3506 (0.3500)  time: 0.4805  data: 0.0130  max mem: 5654
Epoch: [70]  [5100/7393]  eta: 0:18:40  lr: 0.000010  loss: 15.4961 (15.0860)  loss_bbox: 0.1290 (0.1453)  loss_bbox_aux_0: 0.1465 (0.1570)  loss_bbox_aux_1: 0.1356 (0.1505)  loss_bbox_aux_2: 0.1315 (0.1477)  loss_bbox_aux_3: 0.1297 (0.1459)  loss_bbox_aux_4: 0.1291 (0.1452)  loss_bbox_aux_5: 0.1757 (0.1915)  loss_bbox_dn_0: 0.2298 (0.2485)  loss_bbox_dn_1: 0.1708 (0.1801)  loss_bbox_dn_2: 0.1525 (0.1601)  loss_bbox_dn_3: 0.1457 (0.1544)  loss_bbox_dn_4: 0.1455 (0.1530)  loss_bbox_dn_5: 0.1455 (0.1530)  loss_giou: 0.4411 (0.4557)  loss_giou_aux_0: 0.4733 (0.4784)  loss_giou_aux_1: 0.4644 (0.4659)  loss_giou_aux_2: 0.4469 (0.4606)  loss_giou_aux_3: 0.4416 (0.4573)  loss_giou_aux_4: 0.4380 (0.4558)  loss_giou_aux_5: 0.5427 (0.5388)  loss_giou_dn_0: 0.5650 (0.5524)  loss_giou_dn_1: 0.4753 (0.4442)  loss_giou_dn_2: 0.4394 (0.4126)  loss_giou_dn_3: 0.4322 (0.4043)  loss_giou_dn_4: 0.4280 (0.4021)  loss_giou_dn_5: 0.4281 (0.4023)  loss_vfl: 0.6803 (0.6462)  loss_vfl_aux_0: 0.7450 (0.7386)  loss_vfl_aux_1: 0.7094 (0.6956)  loss_vfl_aux_2: 0.6761 (0.6712)  loss_vfl_aux_3: 0.6613 (0.6579)  loss_vfl_aux_4: 0.6653 (0.6508)  loss_vfl_aux_5: 0.7318 (0.7310)  loss_vfl_dn_0: 0.4385 (0.4420)  loss_vfl_dn_1: 0.3763 (0.3761)  loss_vfl_dn_2: 0.3620 (0.3603)  loss_vfl_dn_3: 0.3525 (0.3531)  loss_vfl_dn_4: 0.3519 (0.3507)  loss_vfl_dn_5: 0.3516 (0.3500)  time: 0.4829  data: 0.0129  max mem: 5654
Epoch: [70]  [5200/7393]  eta: 0:17:51  lr: 0.000010  loss: 15.5507 (15.0905)  loss_bbox: 0.1423 (0.1454)  loss_bbox_aux_0: 0.1581 (0.1572)  loss_bbox_aux_1: 0.1478 (0.1506)  loss_bbox_aux_2: 0.1452 (0.1477)  loss_bbox_aux_3: 0.1426 (0.1459)  loss_bbox_aux_4: 0.1479 (0.1453)  loss_bbox_aux_5: 0.1786 (0.1916)  loss_bbox_dn_0: 0.2360 (0.2486)  loss_bbox_dn_1: 0.1737 (0.1801)  loss_bbox_dn_2: 0.1541 (0.1602)  loss_bbox_dn_3: 0.1482 (0.1544)  loss_bbox_dn_4: 0.1462 (0.1530)  loss_bbox_dn_5: 0.1462 (0.1530)  loss_giou: 0.4588 (0.4560)  loss_giou_aux_0: 0.4971 (0.4788)  loss_giou_aux_1: 0.4770 (0.4661)  loss_giou_aux_2: 0.4657 (0.4608)  loss_giou_aux_3: 0.4686 (0.4576)  loss_giou_aux_4: 0.4638 (0.4561)  loss_giou_aux_5: 0.5625 (0.5392)  loss_giou_dn_0: 0.5683 (0.5526)  loss_giou_dn_1: 0.4497 (0.4444)  loss_giou_dn_2: 0.4176 (0.4128)  loss_giou_dn_3: 0.4122 (0.4045)  loss_giou_dn_4: 0.4109 (0.4024)  loss_giou_dn_5: 0.4110 (0.4026)  loss_vfl: 0.6448 (0.6463)  loss_vfl_aux_0: 0.7128 (0.7385)  loss_vfl_aux_1: 0.6636 (0.6956)  loss_vfl_aux_2: 0.6564 (0.6712)  loss_vfl_aux_3: 0.6525 (0.6579)  loss_vfl_aux_4: 0.6434 (0.6508)  loss_vfl_aux_5: 0.7062 (0.7308)  loss_vfl_dn_0: 0.4418 (0.4420)  loss_vfl_dn_1: 0.3861 (0.3762)  loss_vfl_dn_2: 0.3712 (0.3603)  loss_vfl_dn_3: 0.3640 (0.3532)  loss_vfl_dn_4: 0.3612 (0.3508)  loss_vfl_dn_5: 0.3603 (0.3501)  time: 0.4773  data: 0.0130  max mem: 5654
Epoch: [70]  [5300/7393]  eta: 0:17:02  lr: 0.000010  loss: 15.1723 (15.0866)  loss_bbox: 0.1327 (0.1453)  loss_bbox_aux_0: 0.1459 (0.1571)  loss_bbox_aux_1: 0.1403 (0.1505)  loss_bbox_aux_2: 0.1385 (0.1476)  loss_bbox_aux_3: 0.1391 (0.1458)  loss_bbox_aux_4: 0.1325 (0.1452)  loss_bbox_aux_5: 0.1863 (0.1916)  loss_bbox_dn_0: 0.2292 (0.2486)  loss_bbox_dn_1: 0.1665 (0.1801)  loss_bbox_dn_2: 0.1438 (0.1601)  loss_bbox_dn_3: 0.1407 (0.1544)  loss_bbox_dn_4: 0.1380 (0.1530)  loss_bbox_dn_5: 0.1380 (0.1530)  loss_giou: 0.4240 (0.4556)  loss_giou_aux_0: 0.4459 (0.4784)  loss_giou_aux_1: 0.4370 (0.4658)  loss_giou_aux_2: 0.4322 (0.4605)  loss_giou_aux_3: 0.4302 (0.4572)  loss_giou_aux_4: 0.4240 (0.4558)  loss_giou_aux_5: 0.4881 (0.5388)  loss_giou_dn_0: 0.5440 (0.5524)  loss_giou_dn_1: 0.4328 (0.4442)  loss_giou_dn_2: 0.4031 (0.4126)  loss_giou_dn_3: 0.3901 (0.4042)  loss_giou_dn_4: 0.3875 (0.4021)  loss_giou_dn_5: 0.3877 (0.4023)  loss_vfl: 0.6389 (0.6464)  loss_vfl_aux_0: 0.7370 (0.7387)  loss_vfl_aux_1: 0.6740 (0.6958)  loss_vfl_aux_2: 0.6525 (0.6713)  loss_vfl_aux_3: 0.6490 (0.6580)  loss_vfl_aux_4: 0.6419 (0.6510)  loss_vfl_aux_5: 0.7452 (0.7310)  loss_vfl_dn_0: 0.4412 (0.4420)  loss_vfl_dn_1: 0.3734 (0.3761)  loss_vfl_dn_2: 0.3589 (0.3603)  loss_vfl_dn_3: 0.3502 (0.3532)  loss_vfl_dn_4: 0.3484 (0.3507)  loss_vfl_dn_5: 0.3480 (0.3500)  time: 0.4694  data: 0.0129  max mem: 5654
Epoch: [70]  [5400/7393]  eta: 0:16:12  lr: 0.000010  loss: 15.2902 (15.0889)  loss_bbox: 0.1441 (0.1452)  loss_bbox_aux_0: 0.1650 (0.1571)  loss_bbox_aux_1: 0.1530 (0.1504)  loss_bbox_aux_2: 0.1521 (0.1476)  loss_bbox_aux_3: 0.1470 (0.1458)  loss_bbox_aux_4: 0.1489 (0.1451)  loss_bbox_aux_5: 0.2013 (0.1916)  loss_bbox_dn_0: 0.2667 (0.2485)  loss_bbox_dn_1: 0.1875 (0.1800)  loss_bbox_dn_2: 0.1694 (0.1601)  loss_bbox_dn_3: 0.1602 (0.1543)  loss_bbox_dn_4: 0.1596 (0.1530)  loss_bbox_dn_5: 0.1596 (0.1530)  loss_giou: 0.4368 (0.4557)  loss_giou_aux_0: 0.4569 (0.4784)  loss_giou_aux_1: 0.4353 (0.4658)  loss_giou_aux_2: 0.4427 (0.4605)  loss_giou_aux_3: 0.4388 (0.4573)  loss_giou_aux_4: 0.4469 (0.4558)  loss_giou_aux_5: 0.4967 (0.5389)  loss_giou_dn_0: 0.5383 (0.5525)  loss_giou_dn_1: 0.4251 (0.4443)  loss_giou_dn_2: 0.3934 (0.4127)  loss_giou_dn_3: 0.3887 (0.4043)  loss_giou_dn_4: 0.3858 (0.4022)  loss_giou_dn_5: 0.3868 (0.4024)  loss_vfl: 0.6532 (0.6466)  loss_vfl_aux_0: 0.7545 (0.7389)  loss_vfl_aux_1: 0.7070 (0.6960)  loss_vfl_aux_2: 0.6773 (0.6715)  loss_vfl_aux_3: 0.6652 (0.6582)  loss_vfl_aux_4: 0.6474 (0.6511)  loss_vfl_aux_5: 0.7358 (0.7310)  loss_vfl_dn_0: 0.4432 (0.4421)  loss_vfl_dn_1: 0.3767 (0.3762)  loss_vfl_dn_2: 0.3610 (0.3604)  loss_vfl_dn_3: 0.3575 (0.3533)  loss_vfl_dn_4: 0.3519 (0.3508)  loss_vfl_dn_5: 0.3512 (0.3501)  time: 0.4755  data: 0.0132  max mem: 5654
Epoch: [70]  [5500/7393]  eta: 0:15:23  lr: 0.000010  loss: 14.8897 (15.0878)  loss_bbox: 0.1329 (0.1452)  loss_bbox_aux_0: 0.1471 (0.1571)  loss_bbox_aux_1: 0.1412 (0.1505)  loss_bbox_aux_2: 0.1344 (0.1476)  loss_bbox_aux_3: 0.1371 (0.1458)  loss_bbox_aux_4: 0.1329 (0.1451)  loss_bbox_aux_5: 0.1752 (0.1916)  loss_bbox_dn_0: 0.2302 (0.2486)  loss_bbox_dn_1: 0.1617 (0.1800)  loss_bbox_dn_2: 0.1467 (0.1601)  loss_bbox_dn_3: 0.1454 (0.1543)  loss_bbox_dn_4: 0.1444 (0.1530)  loss_bbox_dn_5: 0.1444 (0.1530)  loss_giou: 0.4407 (0.4555)  loss_giou_aux_0: 0.4576 (0.4783)  loss_giou_aux_1: 0.4452 (0.4657)  loss_giou_aux_2: 0.4414 (0.4604)  loss_giou_aux_3: 0.4431 (0.4571)  loss_giou_aux_4: 0.4441 (0.4556)  loss_giou_aux_5: 0.5067 (0.5387)  loss_giou_dn_0: 0.5526 (0.5525)  loss_giou_dn_1: 0.4318 (0.4442)  loss_giou_dn_2: 0.4003 (0.4126)  loss_giou_dn_3: 0.3913 (0.4043)  loss_giou_dn_4: 0.3895 (0.4021)  loss_giou_dn_5: 0.3900 (0.4023)  loss_vfl: 0.6533 (0.6466)  loss_vfl_aux_0: 0.7626 (0.7390)  loss_vfl_aux_1: 0.7236 (0.6961)  loss_vfl_aux_2: 0.6917 (0.6716)  loss_vfl_aux_3: 0.6783 (0.6582)  loss_vfl_aux_4: 0.6633 (0.6512)  loss_vfl_aux_5: 0.7500 (0.7311)  loss_vfl_dn_0: 0.4357 (0.4421)  loss_vfl_dn_1: 0.3762 (0.3762)  loss_vfl_dn_2: 0.3633 (0.3603)  loss_vfl_dn_3: 0.3572 (0.3532)  loss_vfl_dn_4: 0.3549 (0.3507)  loss_vfl_dn_5: 0.3538 (0.3500)  time: 0.4678  data: 0.0130  max mem: 5654
Epoch: [70]  [5600/7393]  eta: 0:14:34  lr: 0.000010  loss: 15.1001 (15.0909)  loss_bbox: 0.1461 (0.1453)  loss_bbox_aux_0: 0.1568 (0.1572)  loss_bbox_aux_1: 0.1486 (0.1505)  loss_bbox_aux_2: 0.1481 (0.1477)  loss_bbox_aux_3: 0.1455 (0.1459)  loss_bbox_aux_4: 0.1441 (0.1452)  loss_bbox_aux_5: 0.1790 (0.1916)  loss_bbox_dn_0: 0.2577 (0.2488)  loss_bbox_dn_1: 0.1827 (0.1802)  loss_bbox_dn_2: 0.1664 (0.1603)  loss_bbox_dn_3: 0.1606 (0.1545)  loss_bbox_dn_4: 0.1629 (0.1532)  loss_bbox_dn_5: 0.1629 (0.1532)  loss_giou: 0.4272 (0.4554)  loss_giou_aux_0: 0.4596 (0.4781)  loss_giou_aux_1: 0.4464 (0.4656)  loss_giou_aux_2: 0.4425 (0.4602)  loss_giou_aux_3: 0.4339 (0.4570)  loss_giou_aux_4: 0.4242 (0.4555)  loss_giou_aux_5: 0.5117 (0.5385)  loss_giou_dn_0: 0.5378 (0.5525)  loss_giou_dn_1: 0.4278 (0.4442)  loss_giou_dn_2: 0.3945 (0.4126)  loss_giou_dn_3: 0.3846 (0.4042)  loss_giou_dn_4: 0.3819 (0.4021)  loss_giou_dn_5: 0.3821 (0.4023)  loss_vfl: 0.6686 (0.6469)  loss_vfl_aux_0: 0.7563 (0.7395)  loss_vfl_aux_1: 0.6948 (0.6965)  loss_vfl_aux_2: 0.6661 (0.6719)  loss_vfl_aux_3: 0.6555 (0.6585)  loss_vfl_aux_4: 0.6690 (0.6514)  loss_vfl_aux_5: 0.7399 (0.7314)  loss_vfl_dn_0: 0.4467 (0.4421)  loss_vfl_dn_1: 0.3870 (0.3763)  loss_vfl_dn_2: 0.3716 (0.3604)  loss_vfl_dn_3: 0.3634 (0.3533)  loss_vfl_dn_4: 0.3622 (0.3508)  loss_vfl_dn_5: 0.3611 (0.3501)  time: 0.4732  data: 0.0129  max mem: 5654
Epoch: [70]  [5700/7393]  eta: 0:13:46  lr: 0.000010  loss: 15.2806 (15.0909)  loss_bbox: 0.1377 (0.1453)  loss_bbox_aux_0: 0.1498 (0.1572)  loss_bbox_aux_1: 0.1455 (0.1506)  loss_bbox_aux_2: 0.1363 (0.1477)  loss_bbox_aux_3: 0.1395 (0.1459)  loss_bbox_aux_4: 0.1410 (0.1452)  loss_bbox_aux_5: 0.1763 (0.1916)  loss_bbox_dn_0: 0.2184 (0.2488)  loss_bbox_dn_1: 0.1671 (0.1802)  loss_bbox_dn_2: 0.1510 (0.1603)  loss_bbox_dn_3: 0.1443 (0.1545)  loss_bbox_dn_4: 0.1426 (0.1531)  loss_bbox_dn_5: 0.1426 (0.1532)  loss_giou: 0.4505 (0.4554)  loss_giou_aux_0: 0.4731 (0.4780)  loss_giou_aux_1: 0.4662 (0.4656)  loss_giou_aux_2: 0.4575 (0.4603)  loss_giou_aux_3: 0.4503 (0.4570)  loss_giou_aux_4: 0.4556 (0.4556)  loss_giou_aux_5: 0.5307 (0.5384)  loss_giou_dn_0: 0.5595 (0.5524)  loss_giou_dn_1: 0.4585 (0.4442)  loss_giou_dn_2: 0.4236 (0.4125)  loss_giou_dn_3: 0.4105 (0.4042)  loss_giou_dn_4: 0.4083 (0.4020)  loss_giou_dn_5: 0.4084 (0.4022)  loss_vfl: 0.6301 (0.6468)  loss_vfl_aux_0: 0.7452 (0.7397)  loss_vfl_aux_1: 0.7111 (0.6966)  loss_vfl_aux_2: 0.6739 (0.6718)  loss_vfl_aux_3: 0.6496 (0.6585)  loss_vfl_aux_4: 0.6395 (0.6514)  loss_vfl_aux_5: 0.7227 (0.7316)  loss_vfl_dn_0: 0.4456 (0.4422)  loss_vfl_dn_1: 0.3866 (0.3763)  loss_vfl_dn_2: 0.3710 (0.3604)  loss_vfl_dn_3: 0.3637 (0.3533)  loss_vfl_dn_4: 0.3624 (0.3508)  loss_vfl_dn_5: 0.3599 (0.3501)  time: 0.7450  data: 0.0131  max mem: 5654
Epoch: [70]  [5800/7393]  eta: 0:12:59  lr: 0.000010  loss: 15.6213 (15.0925)  loss_bbox: 0.1491 (0.1454)  loss_bbox_aux_0: 0.1676 (0.1572)  loss_bbox_aux_1: 0.1553 (0.1506)  loss_bbox_aux_2: 0.1527 (0.1478)  loss_bbox_aux_3: 0.1436 (0.1460)  loss_bbox_aux_4: 0.1494 (0.1453)  loss_bbox_aux_5: 0.1939 (0.1917)  loss_bbox_dn_0: 0.2748 (0.2489)  loss_bbox_dn_1: 0.1894 (0.1802)  loss_bbox_dn_2: 0.1609 (0.1603)  loss_bbox_dn_3: 0.1560 (0.1545)  loss_bbox_dn_4: 0.1549 (0.1531)  loss_bbox_dn_5: 0.1550 (0.1531)  loss_giou: 0.4783 (0.4555)  loss_giou_aux_0: 0.4990 (0.4781)  loss_giou_aux_1: 0.4844 (0.4657)  loss_giou_aux_2: 0.4787 (0.4604)  loss_giou_aux_3: 0.4767 (0.4571)  loss_giou_aux_4: 0.4774 (0.4556)  loss_giou_aux_5: 0.5590 (0.5385)  loss_giou_dn_0: 0.5680 (0.5525)  loss_giou_dn_1: 0.4491 (0.4443)  loss_giou_dn_2: 0.4226 (0.4126)  loss_giou_dn_3: 0.4172 (0.4042)  loss_giou_dn_4: 0.4152 (0.4021)  loss_giou_dn_5: 0.4165 (0.4023)  loss_vfl: 0.6463 (0.6468)  loss_vfl_aux_0: 0.7492 (0.7396)  loss_vfl_aux_1: 0.7008 (0.6966)  loss_vfl_aux_2: 0.6836 (0.6719)  loss_vfl_aux_3: 0.6740 (0.6586)  loss_vfl_aux_4: 0.6627 (0.6514)  loss_vfl_aux_5: 0.7214 (0.7315)  loss_vfl_dn_0: 0.4401 (0.4422)  loss_vfl_dn_1: 0.3811 (0.3763)  loss_vfl_dn_2: 0.3634 (0.3604)  loss_vfl_dn_3: 0.3540 (0.3532)  loss_vfl_dn_4: 0.3528 (0.3508)  loss_vfl_dn_5: 0.3526 (0.3501)  time: 0.4745  data: 0.0131  max mem: 5654
Epoch: [70]  [5900/7393]  eta: 0:12:11  lr: 0.000010  loss: 14.9759 (15.0943)  loss_bbox: 0.1502 (0.1454)  loss_bbox_aux_0: 0.1643 (0.1573)  loss_bbox_aux_1: 0.1530 (0.1506)  loss_bbox_aux_2: 0.1522 (0.1478)  loss_bbox_aux_3: 0.1466 (0.1460)  loss_bbox_aux_4: 0.1491 (0.1453)  loss_bbox_aux_5: 0.1879 (0.1917)  loss_bbox_dn_0: 0.2289 (0.2490)  loss_bbox_dn_1: 0.1684 (0.1803)  loss_bbox_dn_2: 0.1491 (0.1603)  loss_bbox_dn_3: 0.1455 (0.1546)  loss_bbox_dn_4: 0.1427 (0.1532)  loss_bbox_dn_5: 0.1428 (0.1532)  loss_giou: 0.4410 (0.4556)  loss_giou_aux_0: 0.4549 (0.4782)  loss_giou_aux_1: 0.4450 (0.4658)  loss_giou_aux_2: 0.4378 (0.4604)  loss_giou_aux_3: 0.4246 (0.4571)  loss_giou_aux_4: 0.4293 (0.4557)  loss_giou_aux_5: 0.5018 (0.5386)  loss_giou_dn_0: 0.5476 (0.5525)  loss_giou_dn_1: 0.4298 (0.4443)  loss_giou_dn_2: 0.4011 (0.4126)  loss_giou_dn_3: 0.3939 (0.4043)  loss_giou_dn_4: 0.3949 (0.4021)  loss_giou_dn_5: 0.3950 (0.4023)  loss_vfl: 0.6529 (0.6469)  loss_vfl_aux_0: 0.7456 (0.7397)  loss_vfl_aux_1: 0.6881 (0.6966)  loss_vfl_aux_2: 0.6655 (0.6720)  loss_vfl_aux_3: 0.6629 (0.6586)  loss_vfl_aux_4: 0.6621 (0.6515)  loss_vfl_aux_5: 0.7262 (0.7317)  loss_vfl_dn_0: 0.4383 (0.4422)  loss_vfl_dn_1: 0.3655 (0.3763)  loss_vfl_dn_2: 0.3517 (0.3604)  loss_vfl_dn_3: 0.3474 (0.3532)  loss_vfl_dn_4: 0.3455 (0.3508)  loss_vfl_dn_5: 0.3453 (0.3501)  time: 0.4829  data: 0.0130  max mem: 5654
Epoch: [70]  [6000/7393]  eta: 0:11:21  lr: 0.000010  loss: 14.9896 (15.0933)  loss_bbox: 0.1496 (0.1454)  loss_bbox_aux_0: 0.1710 (0.1573)  loss_bbox_aux_1: 0.1538 (0.1506)  loss_bbox_aux_2: 0.1576 (0.1478)  loss_bbox_aux_3: 0.1492 (0.1460)  loss_bbox_aux_4: 0.1380 (0.1453)  loss_bbox_aux_5: 0.1937 (0.1917)  loss_bbox_dn_0: 0.2550 (0.2488)  loss_bbox_dn_1: 0.1756 (0.1801)  loss_bbox_dn_2: 0.1539 (0.1602)  loss_bbox_dn_3: 0.1499 (0.1545)  loss_bbox_dn_4: 0.1484 (0.1531)  loss_bbox_dn_5: 0.1483 (0.1531)  loss_giou: 0.4409 (0.4556)  loss_giou_aux_0: 0.4610 (0.4783)  loss_giou_aux_1: 0.4434 (0.4658)  loss_giou_aux_2: 0.4424 (0.4605)  loss_giou_aux_3: 0.4395 (0.4572)  loss_giou_aux_4: 0.4371 (0.4557)  loss_giou_aux_5: 0.5085 (0.5386)  loss_giou_dn_0: 0.5407 (0.5525)  loss_giou_dn_1: 0.4155 (0.4442)  loss_giou_dn_2: 0.3918 (0.4126)  loss_giou_dn_3: 0.3816 (0.4042)  loss_giou_dn_4: 0.3795 (0.4021)  loss_giou_dn_5: 0.3795 (0.4023)  loss_vfl: 0.6518 (0.6469)  loss_vfl_aux_0: 0.7588 (0.7395)  loss_vfl_aux_1: 0.6991 (0.6965)  loss_vfl_aux_2: 0.6685 (0.6719)  loss_vfl_aux_3: 0.6585 (0.6586)  loss_vfl_aux_4: 0.6569 (0.6515)  loss_vfl_aux_5: 0.7462 (0.7317)  loss_vfl_dn_0: 0.4435 (0.4422)  loss_vfl_dn_1: 0.3811 (0.3763)  loss_vfl_dn_2: 0.3632 (0.3604)  loss_vfl_dn_3: 0.3590 (0.3533)  loss_vfl_dn_4: 0.3612 (0.3508)  loss_vfl_dn_5: 0.3593 (0.3501)  time: 0.4785  data: 0.0130  max mem: 5654
Epoch: [70]  [6100/7393]  eta: 0:10:32  lr: 0.000010  loss: 15.0350 (15.0941)  loss_bbox: 0.1609 (0.1455)  loss_bbox_aux_0: 0.1722 (0.1574)  loss_bbox_aux_1: 0.1592 (0.1507)  loss_bbox_aux_2: 0.1616 (0.1479)  loss_bbox_aux_3: 0.1610 (0.1461)  loss_bbox_aux_4: 0.1609 (0.1454)  loss_bbox_aux_5: 0.1880 (0.1918)  loss_bbox_dn_0: 0.2485 (0.2489)  loss_bbox_dn_1: 0.1823 (0.1803)  loss_bbox_dn_2: 0.1647 (0.1603)  loss_bbox_dn_3: 0.1591 (0.1546)  loss_bbox_dn_4: 0.1580 (0.1532)  loss_bbox_dn_5: 0.1580 (0.1532)  loss_giou: 0.4069 (0.4556)  loss_giou_aux_0: 0.4331 (0.4783)  loss_giou_aux_1: 0.4277 (0.4659)  loss_giou_aux_2: 0.4208 (0.4605)  loss_giou_aux_3: 0.4051 (0.4572)  loss_giou_aux_4: 0.4101 (0.4558)  loss_giou_aux_5: 0.4901 (0.5386)  loss_giou_dn_0: 0.5381 (0.5525)  loss_giou_dn_1: 0.4347 (0.4443)  loss_giou_dn_2: 0.3954 (0.4126)  loss_giou_dn_3: 0.3834 (0.4043)  loss_giou_dn_4: 0.3816 (0.4021)  loss_giou_dn_5: 0.3816 (0.4023)  loss_vfl: 0.6213 (0.6467)  loss_vfl_aux_0: 0.7386 (0.7394)  loss_vfl_aux_1: 0.7137 (0.6963)  loss_vfl_aux_2: 0.6711 (0.6718)  loss_vfl_aux_3: 0.6440 (0.6584)  loss_vfl_aux_4: 0.6378 (0.6513)  loss_vfl_aux_5: 0.7119 (0.7316)  loss_vfl_dn_0: 0.4397 (0.4422)  loss_vfl_dn_1: 0.3771 (0.3763)  loss_vfl_dn_2: 0.3624 (0.3604)  loss_vfl_dn_3: 0.3554 (0.3533)  loss_vfl_dn_4: 0.3508 (0.3508)  loss_vfl_dn_5: 0.3492 (0.3501)  time: 0.4801  data: 0.0129  max mem: 5654
Epoch: [70]  [6200/7393]  eta: 0:09:43  lr: 0.000010  loss: 15.3595 (15.0968)  loss_bbox: 0.1524 (0.1455)  loss_bbox_aux_0: 0.1689 (0.1574)  loss_bbox_aux_1: 0.1566 (0.1508)  loss_bbox_aux_2: 0.1554 (0.1480)  loss_bbox_aux_3: 0.1504 (0.1461)  loss_bbox_aux_4: 0.1479 (0.1454)  loss_bbox_aux_5: 0.2000 (0.1919)  loss_bbox_dn_0: 0.2404 (0.2490)  loss_bbox_dn_1: 0.1790 (0.1803)  loss_bbox_dn_2: 0.1575 (0.1604)  loss_bbox_dn_3: 0.1503 (0.1547)  loss_bbox_dn_4: 0.1467 (0.1533)  loss_bbox_dn_5: 0.1467 (0.1533)  loss_giou: 0.4808 (0.4556)  loss_giou_aux_0: 0.4926 (0.4783)  loss_giou_aux_1: 0.4906 (0.4659)  loss_giou_aux_2: 0.4857 (0.4605)  loss_giou_aux_3: 0.4741 (0.4572)  loss_giou_aux_4: 0.4755 (0.4558)  loss_giou_aux_5: 0.5484 (0.5387)  loss_giou_dn_0: 0.5505 (0.5525)  loss_giou_dn_1: 0.4357 (0.4443)  loss_giou_dn_2: 0.4087 (0.4127)  loss_giou_dn_3: 0.4038 (0.4043)  loss_giou_dn_4: 0.4012 (0.4022)  loss_giou_dn_5: 0.4014 (0.4024)  loss_vfl: 0.6846 (0.6470)  loss_vfl_aux_0: 0.7422 (0.7395)  loss_vfl_aux_1: 0.7122 (0.6966)  loss_vfl_aux_2: 0.6975 (0.6721)  loss_vfl_aux_3: 0.6802 (0.6587)  loss_vfl_aux_4: 0.6774 (0.6515)  loss_vfl_aux_5: 0.7391 (0.7318)  loss_vfl_dn_0: 0.4391 (0.4422)  loss_vfl_dn_1: 0.3783 (0.3763)  loss_vfl_dn_2: 0.3647 (0.3604)  loss_vfl_dn_3: 0.3601 (0.3533)  loss_vfl_dn_4: 0.3562 (0.3508)  loss_vfl_dn_5: 0.3556 (0.3501)  time: 0.4760  data: 0.0129  max mem: 5654
Epoch: [70]  [6300/7393]  eta: 0:08:54  lr: 0.000010  loss: 15.2621 (15.1000)  loss_bbox: 0.1384 (0.1455)  loss_bbox_aux_0: 0.1486 (0.1575)  loss_bbox_aux_1: 0.1440 (0.1508)  loss_bbox_aux_2: 0.1474 (0.1480)  loss_bbox_aux_3: 0.1403 (0.1462)  loss_bbox_aux_4: 0.1380 (0.1455)  loss_bbox_aux_5: 0.1811 (0.1919)  loss_bbox_dn_0: 0.2234 (0.2491)  loss_bbox_dn_1: 0.1690 (0.1804)  loss_bbox_dn_2: 0.1519 (0.1605)  loss_bbox_dn_3: 0.1464 (0.1547)  loss_bbox_dn_4: 0.1445 (0.1534)  loss_bbox_dn_5: 0.1445 (0.1534)  loss_giou: 0.4413 (0.4557)  loss_giou_aux_0: 0.4745 (0.4784)  loss_giou_aux_1: 0.4407 (0.4660)  loss_giou_aux_2: 0.4407 (0.4606)  loss_giou_aux_3: 0.4394 (0.4573)  loss_giou_aux_4: 0.4425 (0.4558)  loss_giou_aux_5: 0.5037 (0.5387)  loss_giou_dn_0: 0.5541 (0.5526)  loss_giou_dn_1: 0.4331 (0.4444)  loss_giou_dn_2: 0.4047 (0.4127)  loss_giou_dn_3: 0.3954 (0.4044)  loss_giou_dn_4: 0.3901 (0.4022)  loss_giou_dn_5: 0.3900 (0.4024)  loss_vfl: 0.6629 (0.6472)  loss_vfl_aux_0: 0.7405 (0.7396)  loss_vfl_aux_1: 0.6937 (0.6967)  loss_vfl_aux_2: 0.6654 (0.6723)  loss_vfl_aux_3: 0.6477 (0.6589)  loss_vfl_aux_4: 0.6468 (0.6517)  loss_vfl_aux_5: 0.7353 (0.7319)  loss_vfl_dn_0: 0.4449 (0.4422)  loss_vfl_dn_1: 0.3791 (0.3764)  loss_vfl_dn_2: 0.3645 (0.3604)  loss_vfl_dn_3: 0.3597 (0.3533)  loss_vfl_dn_4: 0.3585 (0.3508)  loss_vfl_dn_5: 0.3569 (0.3501)  time: 0.4832  data: 0.0131  max mem: 5654
Epoch: [70]  [6400/7393]  eta: 0:08:05  lr: 0.000010  loss: 15.9561 (15.1047)  loss_bbox: 0.1434 (0.1456)  loss_bbox_aux_0: 0.1489 (0.1575)  loss_bbox_aux_1: 0.1464 (0.1509)  loss_bbox_aux_2: 0.1420 (0.1480)  loss_bbox_aux_3: 0.1408 (0.1462)  loss_bbox_aux_4: 0.1429 (0.1455)  loss_bbox_aux_5: 0.1833 (0.1919)  loss_bbox_dn_0: 0.2181 (0.2490)  loss_bbox_dn_1: 0.1551 (0.1804)  loss_bbox_dn_2: 0.1427 (0.1605)  loss_bbox_dn_3: 0.1390 (0.1547)  loss_bbox_dn_4: 0.1383 (0.1533)  loss_bbox_dn_5: 0.1383 (0.1533)  loss_giou: 0.5008 (0.4562)  loss_giou_aux_0: 0.5119 (0.4788)  loss_giou_aux_1: 0.5004 (0.4664)  loss_giou_aux_2: 0.5144 (0.4611)  loss_giou_aux_3: 0.5029 (0.4578)  loss_giou_aux_4: 0.5025 (0.4563)  loss_giou_aux_5: 0.5670 (0.5391)  loss_giou_dn_0: 0.5815 (0.5529)  loss_giou_dn_1: 0.4739 (0.4447)  loss_giou_dn_2: 0.4421 (0.4130)  loss_giou_dn_3: 0.4399 (0.4046)  loss_giou_dn_4: 0.4387 (0.4025)  loss_giou_dn_5: 0.4387 (0.4027)  loss_vfl: 0.6404 (0.6472)  loss_vfl_aux_0: 0.7524 (0.7397)  loss_vfl_aux_1: 0.6902 (0.6967)  loss_vfl_aux_2: 0.6583 (0.6722)  loss_vfl_aux_3: 0.6717 (0.6589)  loss_vfl_aux_4: 0.6492 (0.6517)  loss_vfl_aux_5: 0.7043 (0.7318)  loss_vfl_dn_0: 0.4362 (0.4422)  loss_vfl_dn_1: 0.3844 (0.3764)  loss_vfl_dn_2: 0.3695 (0.3605)  loss_vfl_dn_3: 0.3591 (0.3534)  loss_vfl_dn_4: 0.3568 (0.3509)  loss_vfl_dn_5: 0.3565 (0.3502)  time: 0.4726  data: 0.0131  max mem: 5654
Epoch: [70]  [6500/7393]  eta: 0:07:17  lr: 0.000010  loss: 15.2156 (15.1039)  loss_bbox: 0.1283 (0.1456)  loss_bbox_aux_0: 0.1339 (0.1575)  loss_bbox_aux_1: 0.1300 (0.1508)  loss_bbox_aux_2: 0.1340 (0.1480)  loss_bbox_aux_3: 0.1283 (0.1462)  loss_bbox_aux_4: 0.1284 (0.1455)  loss_bbox_aux_5: 0.1666 (0.1919)  loss_bbox_dn_0: 0.2099 (0.2490)  loss_bbox_dn_1: 0.1531 (0.1804)  loss_bbox_dn_2: 0.1410 (0.1604)  loss_bbox_dn_3: 0.1363 (0.1547)  loss_bbox_dn_4: 0.1353 (0.1533)  loss_bbox_dn_5: 0.1353 (0.1533)  loss_giou: 0.4495 (0.4560)  loss_giou_aux_0: 0.4791 (0.4787)  loss_giou_aux_1: 0.4583 (0.4662)  loss_giou_aux_2: 0.4577 (0.4609)  loss_giou_aux_3: 0.4468 (0.4576)  loss_giou_aux_4: 0.4525 (0.4561)  loss_giou_aux_5: 0.5424 (0.5389)  loss_giou_dn_0: 0.5717 (0.5529)  loss_giou_dn_1: 0.4624 (0.4446)  loss_giou_dn_2: 0.4278 (0.4130)  loss_giou_dn_3: 0.4150 (0.4046)  loss_giou_dn_4: 0.4125 (0.4025)  loss_giou_dn_5: 0.4126 (0.4026)  loss_vfl: 0.6219 (0.6473)  loss_vfl_aux_0: 0.7365 (0.7398)  loss_vfl_aux_1: 0.6796 (0.6968)  loss_vfl_aux_2: 0.6495 (0.6723)  loss_vfl_aux_3: 0.6413 (0.6590)  loss_vfl_aux_4: 0.6290 (0.6518)  loss_vfl_aux_5: 0.7244 (0.7319)  loss_vfl_dn_0: 0.4457 (0.4422)  loss_vfl_dn_1: 0.3845 (0.3764)  loss_vfl_dn_2: 0.3690 (0.3605)  loss_vfl_dn_3: 0.3606 (0.3534)  loss_vfl_dn_4: 0.3589 (0.3509)  loss_vfl_dn_5: 0.3591 (0.3502)  time: 0.4745  data: 0.0130  max mem: 5654
Epoch: [70]  [6600/7393]  eta: 0:06:28  lr: 0.000010  loss: 14.7845 (15.1047)  loss_bbox: 0.1325 (0.1456)  loss_bbox_aux_0: 0.1443 (0.1575)  loss_bbox_aux_1: 0.1446 (0.1508)  loss_bbox_aux_2: 0.1394 (0.1480)  loss_bbox_aux_3: 0.1354 (0.1462)  loss_bbox_aux_4: 0.1333 (0.1455)  loss_bbox_aux_5: 0.1762 (0.1919)  loss_bbox_dn_0: 0.2087 (0.2491)  loss_bbox_dn_1: 0.1527 (0.1804)  loss_bbox_dn_2: 0.1437 (0.1604)  loss_bbox_dn_3: 0.1382 (0.1547)  loss_bbox_dn_4: 0.1357 (0.1533)  loss_bbox_dn_5: 0.1357 (0.1533)  loss_giou: 0.4436 (0.4562)  loss_giou_aux_0: 0.4668 (0.4788)  loss_giou_aux_1: 0.4523 (0.4664)  loss_giou_aux_2: 0.4490 (0.4611)  loss_giou_aux_3: 0.4470 (0.4578)  loss_giou_aux_4: 0.4434 (0.4563)  loss_giou_aux_5: 0.5338 (0.5391)  loss_giou_dn_0: 0.5428 (0.5529)  loss_giou_dn_1: 0.4393 (0.4446)  loss_giou_dn_2: 0.4023 (0.4130)  loss_giou_dn_3: 0.3924 (0.4046)  loss_giou_dn_4: 0.3921 (0.4025)  loss_giou_dn_5: 0.3924 (0.4027)  loss_vfl: 0.6172 (0.6472)  loss_vfl_aux_0: 0.7069 (0.7398)  loss_vfl_aux_1: 0.6639 (0.6967)  loss_vfl_aux_2: 0.6435 (0.6721)  loss_vfl_aux_3: 0.6240 (0.6589)  loss_vfl_aux_4: 0.6087 (0.6517)  loss_vfl_aux_5: 0.6954 (0.7319)  loss_vfl_dn_0: 0.4372 (0.4422)  loss_vfl_dn_1: 0.3766 (0.3764)  loss_vfl_dn_2: 0.3592 (0.3605)  loss_vfl_dn_3: 0.3529 (0.3534)  loss_vfl_dn_4: 0.3532 (0.3509)  loss_vfl_dn_5: 0.3528 (0.3502)  time: 0.5002  data: 0.0129  max mem: 5654
Epoch: [70]  [6700/7393]  eta: 0:05:39  lr: 0.000010  loss: 15.0513 (15.1025)  loss_bbox: 0.1402 (0.1455)  loss_bbox_aux_0: 0.1499 (0.1575)  loss_bbox_aux_1: 0.1459 (0.1508)  loss_bbox_aux_2: 0.1419 (0.1480)  loss_bbox_aux_3: 0.1398 (0.1461)  loss_bbox_aux_4: 0.1367 (0.1455)  loss_bbox_aux_5: 0.1726 (0.1919)  loss_bbox_dn_0: 0.2090 (0.2489)  loss_bbox_dn_1: 0.1601 (0.1803)  loss_bbox_dn_2: 0.1447 (0.1604)  loss_bbox_dn_3: 0.1351 (0.1546)  loss_bbox_dn_4: 0.1346 (0.1532)  loss_bbox_dn_5: 0.1346 (0.1532)  loss_giou: 0.4634 (0.4562)  loss_giou_aux_0: 0.4614 (0.4788)  loss_giou_aux_1: 0.4761 (0.4664)  loss_giou_aux_2: 0.4608 (0.4610)  loss_giou_aux_3: 0.4621 (0.4578)  loss_giou_aux_4: 0.4640 (0.4563)  loss_giou_aux_5: 0.5667 (0.5391)  loss_giou_dn_0: 0.5558 (0.5528)  loss_giou_dn_1: 0.4445 (0.4446)  loss_giou_dn_2: 0.4216 (0.4129)  loss_giou_dn_3: 0.4116 (0.4046)  loss_giou_dn_4: 0.4076 (0.4024)  loss_giou_dn_5: 0.4079 (0.4026)  loss_vfl: 0.6316 (0.6471)  loss_vfl_aux_0: 0.7357 (0.7397)  loss_vfl_aux_1: 0.6867 (0.6966)  loss_vfl_aux_2: 0.6615 (0.6721)  loss_vfl_aux_3: 0.6379 (0.6588)  loss_vfl_aux_4: 0.6430 (0.6515)  loss_vfl_aux_5: 0.7249 (0.7318)  loss_vfl_dn_0: 0.4390 (0.4422)  loss_vfl_dn_1: 0.3762 (0.3764)  loss_vfl_dn_2: 0.3606 (0.3605)  loss_vfl_dn_3: 0.3566 (0.3534)  loss_vfl_dn_4: 0.3526 (0.3509)  loss_vfl_dn_5: 0.3529 (0.3502)  time: 0.4826  data: 0.0129  max mem: 5654
Epoch: [70]  [6800/7393]  eta: 0:04:50  lr: 0.000010  loss: 15.3096 (15.1012)  loss_bbox: 0.1283 (0.1455)  loss_bbox_aux_0: 0.1367 (0.1575)  loss_bbox_aux_1: 0.1355 (0.1508)  loss_bbox_aux_2: 0.1310 (0.1480)  loss_bbox_aux_3: 0.1255 (0.1461)  loss_bbox_aux_4: 0.1278 (0.1455)  loss_bbox_aux_5: 0.1768 (0.1919)  loss_bbox_dn_0: 0.2188 (0.2489)  loss_bbox_dn_1: 0.1519 (0.1803)  loss_bbox_dn_2: 0.1337 (0.1603)  loss_bbox_dn_3: 0.1234 (0.1546)  loss_bbox_dn_4: 0.1203 (0.1532)  loss_bbox_dn_5: 0.1204 (0.1532)  loss_giou: 0.4773 (0.4561)  loss_giou_aux_0: 0.4907 (0.4787)  loss_giou_aux_1: 0.4833 (0.4663)  loss_giou_aux_2: 0.4803 (0.4610)  loss_giou_aux_3: 0.4756 (0.4577)  loss_giou_aux_4: 0.4709 (0.4563)  loss_giou_aux_5: 0.5546 (0.5390)  loss_giou_dn_0: 0.5729 (0.5528)  loss_giou_dn_1: 0.4613 (0.4446)  loss_giou_dn_2: 0.4239 (0.4129)  loss_giou_dn_3: 0.4146 (0.4045)  loss_giou_dn_4: 0.4111 (0.4024)  loss_giou_dn_5: 0.4113 (0.4026)  loss_vfl: 0.6381 (0.6470)  loss_vfl_aux_0: 0.7071 (0.7396)  loss_vfl_aux_1: 0.6746 (0.6965)  loss_vfl_aux_2: 0.6493 (0.6721)  loss_vfl_aux_3: 0.6330 (0.6587)  loss_vfl_aux_4: 0.6364 (0.6514)  loss_vfl_aux_5: 0.7098 (0.7318)  loss_vfl_dn_0: 0.4355 (0.4422)  loss_vfl_dn_1: 0.3771 (0.3764)  loss_vfl_dn_2: 0.3642 (0.3605)  loss_vfl_dn_3: 0.3616 (0.3534)  loss_vfl_dn_4: 0.3614 (0.3509)  loss_vfl_dn_5: 0.3600 (0.3502)  time: 0.4749  data: 0.0129  max mem: 5654
Epoch: [70]  [6900/7393]  eta: 0:04:01  lr: 0.000010  loss: 15.2030 (15.1031)  loss_bbox: 0.1378 (0.1456)  loss_bbox_aux_0: 0.1526 (0.1575)  loss_bbox_aux_1: 0.1479 (0.1508)  loss_bbox_aux_2: 0.1402 (0.1480)  loss_bbox_aux_3: 0.1381 (0.1462)  loss_bbox_aux_4: 0.1321 (0.1455)  loss_bbox_aux_5: 0.1898 (0.1918)  loss_bbox_dn_0: 0.2334 (0.2488)  loss_bbox_dn_1: 0.1584 (0.1802)  loss_bbox_dn_2: 0.1385 (0.1603)  loss_bbox_dn_3: 0.1333 (0.1545)  loss_bbox_dn_4: 0.1328 (0.1531)  loss_bbox_dn_5: 0.1328 (0.1531)  loss_giou: 0.4967 (0.4564)  loss_giou_aux_0: 0.5186 (0.4790)  loss_giou_aux_1: 0.5093 (0.4666)  loss_giou_aux_2: 0.5016 (0.4612)  loss_giou_aux_3: 0.4992 (0.4580)  loss_giou_aux_4: 0.4942 (0.4566)  loss_giou_aux_5: 0.5859 (0.5393)  loss_giou_dn_0: 0.5759 (0.5530)  loss_giou_dn_1: 0.4682 (0.4447)  loss_giou_dn_2: 0.4323 (0.4130)  loss_giou_dn_3: 0.4227 (0.4046)  loss_giou_dn_4: 0.4201 (0.4025)  loss_giou_dn_5: 0.4203 (0.4027)  loss_vfl: 0.6261 (0.6469)  loss_vfl_aux_0: 0.7407 (0.7395)  loss_vfl_aux_1: 0.6691 (0.6965)  loss_vfl_aux_2: 0.6508 (0.6720)  loss_vfl_aux_3: 0.6357 (0.6586)  loss_vfl_aux_4: 0.6315 (0.6513)  loss_vfl_aux_5: 0.7130 (0.7317)  loss_vfl_dn_0: 0.4410 (0.4422)  loss_vfl_dn_1: 0.3716 (0.3764)  loss_vfl_dn_2: 0.3599 (0.3605)  loss_vfl_dn_3: 0.3515 (0.3534)  loss_vfl_dn_4: 0.3485 (0.3509)  loss_vfl_dn_5: 0.3465 (0.3502)  time: 0.4732  data: 0.0129  max mem: 5654
Epoch: [70]  [7000/7393]  eta: 0:03:12  lr: 0.000010  loss: 14.7712 (15.1026)  loss_bbox: 0.1340 (0.1455)  loss_bbox_aux_0: 0.1434 (0.1574)  loss_bbox_aux_1: 0.1403 (0.1507)  loss_bbox_aux_2: 0.1363 (0.1479)  loss_bbox_aux_3: 0.1337 (0.1461)  loss_bbox_aux_4: 0.1307 (0.1455)  loss_bbox_aux_5: 0.1796 (0.1918)  loss_bbox_dn_0: 0.2111 (0.2488)  loss_bbox_dn_1: 0.1575 (0.1801)  loss_bbox_dn_2: 0.1446 (0.1602)  loss_bbox_dn_3: 0.1439 (0.1544)  loss_bbox_dn_4: 0.1408 (0.1531)  loss_bbox_dn_5: 0.1409 (0.1531)  loss_giou: 0.3841 (0.4564)  loss_giou_aux_0: 0.4101 (0.4790)  loss_giou_aux_1: 0.3976 (0.4665)  loss_giou_aux_2: 0.4022 (0.4612)  loss_giou_aux_3: 0.3883 (0.4580)  loss_giou_aux_4: 0.3841 (0.4565)  loss_giou_aux_5: 0.4790 (0.5392)  loss_giou_dn_0: 0.5410 (0.5529)  loss_giou_dn_1: 0.4338 (0.4446)  loss_giou_dn_2: 0.4045 (0.4129)  loss_giou_dn_3: 0.4007 (0.4046)  loss_giou_dn_4: 0.3952 (0.4024)  loss_giou_dn_5: 0.3949 (0.4026)  loss_vfl: 0.6470 (0.6469)  loss_vfl_aux_0: 0.7669 (0.7397)  loss_vfl_aux_1: 0.7000 (0.6968)  loss_vfl_aux_2: 0.6772 (0.6722)  loss_vfl_aux_3: 0.6485 (0.6587)  loss_vfl_aux_4: 0.6291 (0.6514)  loss_vfl_aux_5: 0.7352 (0.7317)  loss_vfl_dn_0: 0.4416 (0.4422)  loss_vfl_dn_1: 0.3846 (0.3764)  loss_vfl_dn_2: 0.3633 (0.3605)  loss_vfl_dn_3: 0.3564 (0.3534)  loss_vfl_dn_4: 0.3541 (0.3509)  loss_vfl_dn_5: 0.3515 (0.3502)  time: 0.4878  data: 0.0129  max mem: 5654
Epoch: [70]  [7100/7393]  eta: 0:02:23  lr: 0.000010  loss: 15.1421 (15.1018)  loss_bbox: 0.1364 (0.1455)  loss_bbox_aux_0: 0.1461 (0.1573)  loss_bbox_aux_1: 0.1347 (0.1506)  loss_bbox_aux_2: 0.1429 (0.1479)  loss_bbox_aux_3: 0.1469 (0.1460)  loss_bbox_aux_4: 0.1381 (0.1454)  loss_bbox_aux_5: 0.1723 (0.1916)  loss_bbox_dn_0: 0.2291 (0.2486)  loss_bbox_dn_1: 0.1617 (0.1800)  loss_bbox_dn_2: 0.1407 (0.1601)  loss_bbox_dn_3: 0.1402 (0.1544)  loss_bbox_dn_4: 0.1399 (0.1530)  loss_bbox_dn_5: 0.1399 (0.1530)  loss_giou: 0.4557 (0.4564)  loss_giou_aux_0: 0.4735 (0.4790)  loss_giou_aux_1: 0.4560 (0.4665)  loss_giou_aux_2: 0.4472 (0.4612)  loss_giou_aux_3: 0.4551 (0.4580)  loss_giou_aux_4: 0.4593 (0.4566)  loss_giou_aux_5: 0.5369 (0.5392)  loss_giou_dn_0: 0.5563 (0.5530)  loss_giou_dn_1: 0.4457 (0.4447)  loss_giou_dn_2: 0.4130 (0.4130)  loss_giou_dn_3: 0.4021 (0.4046)  loss_giou_dn_4: 0.3989 (0.4025)  loss_giou_dn_5: 0.3990 (0.4027)  loss_vfl: 0.6400 (0.6469)  loss_vfl_aux_0: 0.7468 (0.7397)  loss_vfl_aux_1: 0.6981 (0.6969)  loss_vfl_aux_2: 0.6750 (0.6723)  loss_vfl_aux_3: 0.6588 (0.6587)  loss_vfl_aux_4: 0.6477 (0.6513)  loss_vfl_aux_5: 0.7223 (0.7316)  loss_vfl_dn_0: 0.4386 (0.4422)  loss_vfl_dn_1: 0.3789 (0.3764)  loss_vfl_dn_2: 0.3614 (0.3605)  loss_vfl_dn_3: 0.3542 (0.3534)  loss_vfl_dn_4: 0.3523 (0.3509)  loss_vfl_dn_5: 0.3506 (0.3502)  time: 0.4762  data: 0.0129  max mem: 5654
Epoch: [70]  [7200/7393]  eta: 0:01:34  lr: 0.000010  loss: 15.5099 (15.1010)  loss_bbox: 0.1486 (0.1455)  loss_bbox_aux_0: 0.1639 (0.1573)  loss_bbox_aux_1: 0.1561 (0.1506)  loss_bbox_aux_2: 0.1514 (0.1479)  loss_bbox_aux_3: 0.1523 (0.1460)  loss_bbox_aux_4: 0.1494 (0.1454)  loss_bbox_aux_5: 0.2056 (0.1916)  loss_bbox_dn_0: 0.2263 (0.2485)  loss_bbox_dn_1: 0.1685 (0.1799)  loss_bbox_dn_2: 0.1476 (0.1600)  loss_bbox_dn_3: 0.1435 (0.1543)  loss_bbox_dn_4: 0.1417 (0.1529)  loss_bbox_dn_5: 0.1417 (0.1529)  loss_giou: 0.4898 (0.4565)  loss_giou_aux_0: 0.5070 (0.4791)  loss_giou_aux_1: 0.4930 (0.4666)  loss_giou_aux_2: 0.4931 (0.4613)  loss_giou_aux_3: 0.4856 (0.4581)  loss_giou_aux_4: 0.4885 (0.4566)  loss_giou_aux_5: 0.5464 (0.5393)  loss_giou_dn_0: 0.5724 (0.5530)  loss_giou_dn_1: 0.4734 (0.4447)  loss_giou_dn_2: 0.4355 (0.4130)  loss_giou_dn_3: 0.4240 (0.4046)  loss_giou_dn_4: 0.4199 (0.4025)  loss_giou_dn_5: 0.4203 (0.4027)  loss_vfl: 0.6459 (0.6468)  loss_vfl_aux_0: 0.7376 (0.7395)  loss_vfl_aux_1: 0.6972 (0.6967)  loss_vfl_aux_2: 0.6661 (0.6721)  loss_vfl_aux_3: 0.6601 (0.6586)  loss_vfl_aux_4: 0.6526 (0.6512)  loss_vfl_aux_5: 0.7149 (0.7315)  loss_vfl_dn_0: 0.4353 (0.4421)  loss_vfl_dn_1: 0.3781 (0.3764)  loss_vfl_dn_2: 0.3642 (0.3605)  loss_vfl_dn_3: 0.3581 (0.3534)  loss_vfl_dn_4: 0.3562 (0.3509)  loss_vfl_dn_5: 0.3554 (0.3502)  time: 0.4737  data: 0.0128  max mem: 5654
Epoch: [70]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 14.2830 (15.0973)  loss_bbox: 0.1303 (0.1454)  loss_bbox_aux_0: 0.1380 (0.1573)  loss_bbox_aux_1: 0.1338 (0.1506)  loss_bbox_aux_2: 0.1374 (0.1478)  loss_bbox_aux_3: 0.1343 (0.1460)  loss_bbox_aux_4: 0.1283 (0.1453)  loss_bbox_aux_5: 0.1703 (0.1916)  loss_bbox_dn_0: 0.2253 (0.2485)  loss_bbox_dn_1: 0.1552 (0.1799)  loss_bbox_dn_2: 0.1359 (0.1600)  loss_bbox_dn_3: 0.1337 (0.1543)  loss_bbox_dn_4: 0.1316 (0.1529)  loss_bbox_dn_5: 0.1316 (0.1529)  loss_giou: 0.3975 (0.4562)  loss_giou_aux_0: 0.4135 (0.4788)  loss_giou_aux_1: 0.4039 (0.4664)  loss_giou_aux_2: 0.4096 (0.4610)  loss_giou_aux_3: 0.4080 (0.4578)  loss_giou_aux_4: 0.3979 (0.4564)  loss_giou_aux_5: 0.4983 (0.5391)  loss_giou_dn_0: 0.5085 (0.5527)  loss_giou_dn_1: 0.4064 (0.4445)  loss_giou_dn_2: 0.3784 (0.4128)  loss_giou_dn_3: 0.3704 (0.4044)  loss_giou_dn_4: 0.3681 (0.4023)  loss_giou_dn_5: 0.3680 (0.4025)  loss_vfl: 0.6485 (0.6469)  loss_vfl_aux_0: 0.7059 (0.7394)  loss_vfl_aux_1: 0.6997 (0.6967)  loss_vfl_aux_2: 0.6604 (0.6721)  loss_vfl_aux_3: 0.6506 (0.6587)  loss_vfl_aux_4: 0.6447 (0.6513)  loss_vfl_aux_5: 0.7038 (0.7314)  loss_vfl_dn_0: 0.4313 (0.4421)  loss_vfl_dn_1: 0.3711 (0.3764)  loss_vfl_dn_2: 0.3522 (0.3605)  loss_vfl_dn_3: 0.3463 (0.3534)  loss_vfl_dn_4: 0.3418 (0.3509)  loss_vfl_dn_5: 0.3401 (0.3502)  time: 0.4709  data: 0.0131  max mem: 5654
Epoch: [70]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.1861 (15.0960)  loss_bbox: 0.1453 (0.1454)  loss_bbox_aux_0: 0.1635 (0.1573)  loss_bbox_aux_1: 0.1533 (0.1506)  loss_bbox_aux_2: 0.1462 (0.1478)  loss_bbox_aux_3: 0.1417 (0.1460)  loss_bbox_aux_4: 0.1424 (0.1454)  loss_bbox_aux_5: 0.1883 (0.1916)  loss_bbox_dn_0: 0.2488 (0.2485)  loss_bbox_dn_1: 0.1688 (0.1799)  loss_bbox_dn_2: 0.1471 (0.1600)  loss_bbox_dn_3: 0.1366 (0.1543)  loss_bbox_dn_4: 0.1334 (0.1529)  loss_bbox_dn_5: 0.1334 (0.1529)  loss_giou: 0.4623 (0.4562)  loss_giou_aux_0: 0.4701 (0.4788)  loss_giou_aux_1: 0.4670 (0.4663)  loss_giou_aux_2: 0.4669 (0.4609)  loss_giou_aux_3: 0.4639 (0.4577)  loss_giou_aux_4: 0.4588 (0.4563)  loss_giou_aux_5: 0.5463 (0.5390)  loss_giou_dn_0: 0.5535 (0.5526)  loss_giou_dn_1: 0.4386 (0.4444)  loss_giou_dn_2: 0.4058 (0.4127)  loss_giou_dn_3: 0.3985 (0.4043)  loss_giou_dn_4: 0.3941 (0.4022)  loss_giou_dn_5: 0.3942 (0.4024)  loss_vfl: 0.6302 (0.6469)  loss_vfl_aux_0: 0.7122 (0.7393)  loss_vfl_aux_1: 0.6750 (0.6966)  loss_vfl_aux_2: 0.6653 (0.6721)  loss_vfl_aux_3: 0.6563 (0.6586)  loss_vfl_aux_4: 0.6389 (0.6513)  loss_vfl_aux_5: 0.6970 (0.7313)  loss_vfl_dn_0: 0.4365 (0.4421)  loss_vfl_dn_1: 0.3758 (0.3764)  loss_vfl_dn_2: 0.3594 (0.3605)  loss_vfl_dn_3: 0.3523 (0.3534)  loss_vfl_dn_4: 0.3500 (0.3509)  loss_vfl_dn_5: 0.3503 (0.3502)  time: 0.4751  data: 0.0133  max mem: 5654
Epoch: [70] Total time: 1:00:11 (0.4885 s / it)
Averaged stats: lr: 0.000010  loss: 15.1861 (15.0960)  loss_bbox: 0.1453 (0.1454)  loss_bbox_aux_0: 0.1635 (0.1573)  loss_bbox_aux_1: 0.1533 (0.1506)  loss_bbox_aux_2: 0.1462 (0.1478)  loss_bbox_aux_3: 0.1417 (0.1460)  loss_bbox_aux_4: 0.1424 (0.1454)  loss_bbox_aux_5: 0.1883 (0.1916)  loss_bbox_dn_0: 0.2488 (0.2485)  loss_bbox_dn_1: 0.1688 (0.1799)  loss_bbox_dn_2: 0.1471 (0.1600)  loss_bbox_dn_3: 0.1366 (0.1543)  loss_bbox_dn_4: 0.1334 (0.1529)  loss_bbox_dn_5: 0.1334 (0.1529)  loss_giou: 0.4623 (0.4562)  loss_giou_aux_0: 0.4701 (0.4788)  loss_giou_aux_1: 0.4670 (0.4663)  loss_giou_aux_2: 0.4669 (0.4609)  loss_giou_aux_3: 0.4639 (0.4577)  loss_giou_aux_4: 0.4588 (0.4563)  loss_giou_aux_5: 0.5463 (0.5390)  loss_giou_dn_0: 0.5535 (0.5526)  loss_giou_dn_1: 0.4386 (0.4444)  loss_giou_dn_2: 0.4058 (0.4127)  loss_giou_dn_3: 0.3985 (0.4043)  loss_giou_dn_4: 0.3941 (0.4022)  loss_giou_dn_5: 0.3942 (0.4024)  loss_vfl: 0.6302 (0.6469)  loss_vfl_aux_0: 0.7122 (0.7393)  loss_vfl_aux_1: 0.6750 (0.6966)  loss_vfl_aux_2: 0.6653 (0.6721)  loss_vfl_aux_3: 0.6563 (0.6586)  loss_vfl_aux_4: 0.6389 (0.6513)  loss_vfl_aux_5: 0.6970 (0.7313)  loss_vfl_dn_0: 0.4365 (0.4421)  loss_vfl_dn_1: 0.3758 (0.3764)  loss_vfl_dn_2: 0.3594 (0.3605)  loss_vfl_dn_3: 0.3523 (0.3534)  loss_vfl_dn_4: 0.3500 (0.3509)  loss_vfl_dn_5: 0.3503 (0.3502)
Test:  [  0/157]  eta: 0:04:19    time: 1.6498  data: 1.2442  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5127  data: 0.1342  max mem: 5654
Test:  [ 20/157]  eta: 0:01:01    time: 0.3897  data: 0.0240  max mem: 5654
Test:  [ 30/157]  eta: 0:00:54    time: 0.3807  data: 0.0246  max mem: 5654
Test:  [ 40/157]  eta: 0:01:05    time: 0.6837  data: 0.0247  max mem: 5654
Test:  [ 50/157]  eta: 0:00:56    time: 0.6886  data: 0.0247  max mem: 5654
Test:  [ 60/157]  eta: 0:00:49    time: 0.3939  data: 0.0245  max mem: 5654
Test:  [ 70/157]  eta: 0:00:42    time: 0.3863  data: 0.0244  max mem: 5654
Test:  [ 80/157]  eta: 0:00:36    time: 0.3864  data: 0.0247  max mem: 5654
Test:  [ 90/157]  eta: 0:00:31    time: 0.3925  data: 0.0250  max mem: 5654
Test:  [100/157]  eta: 0:00:26    time: 0.3830  data: 0.0247  max mem: 5654
Test:  [110/157]  eta: 0:00:21    time: 0.3909  data: 0.0249  max mem: 5654
Test:  [120/157]  eta: 0:00:16    time: 0.3926  data: 0.0248  max mem: 5654
Test:  [130/157]  eta: 0:00:11    time: 0.3832  data: 0.0245  max mem: 5654
Test:  [140/157]  eta: 0:00:07    time: 0.3775  data: 0.0248  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6474  data: 0.0247  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.6368  data: 0.0242  max mem: 5654
Test: Total time: 0:01:13 (0.4684 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.16s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.531
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.712
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.572
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.357
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.575
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.703
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.390
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.655
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.722
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.555
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.768
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.887
best_stat:  {'epoch': 62, 'coco_eval_bbox': 0.5319983068652298}
Epoch: [71]  [   0/7393]  eta: 1 day, 13:11:44  lr: 0.000010  loss: 15.2010 (15.2010)  loss_bbox: 0.1438 (0.1438)  loss_bbox_aux_0: 0.1753 (0.1753)  loss_bbox_aux_1: 0.1645 (0.1645)  loss_bbox_aux_2: 0.1527 (0.1527)  loss_bbox_aux_3: 0.1457 (0.1457)  loss_bbox_aux_4: 0.1437 (0.1437)  loss_bbox_aux_5: 0.1842 (0.1842)  loss_bbox_dn_0: 0.3016 (0.3016)  loss_bbox_dn_1: 0.1786 (0.1786)  loss_bbox_dn_2: 0.1511 (0.1511)  loss_bbox_dn_3: 0.1427 (0.1427)  loss_bbox_dn_4: 0.1437 (0.1437)  loss_bbox_dn_5: 0.1438 (0.1438)  loss_giou: 0.5057 (0.5057)  loss_giou_aux_0: 0.5303 (0.5303)  loss_giou_aux_1: 0.5284 (0.5284)  loss_giou_aux_2: 0.5186 (0.5186)  loss_giou_aux_3: 0.5082 (0.5082)  loss_giou_aux_4: 0.5059 (0.5059)  loss_giou_aux_5: 0.5450 (0.5450)  loss_giou_dn_0: 0.5548 (0.5548)  loss_giou_dn_1: 0.4492 (0.4492)  loss_giou_dn_2: 0.4248 (0.4248)  loss_giou_dn_3: 0.4161 (0.4161)  loss_giou_dn_4: 0.4139 (0.4139)  loss_giou_dn_5: 0.4138 (0.4138)  loss_vfl: 0.6106 (0.6106)  loss_vfl_aux_0: 0.6785 (0.6785)  loss_vfl_aux_1: 0.6202 (0.6202)  loss_vfl_aux_2: 0.5990 (0.5990)  loss_vfl_aux_3: 0.6105 (0.6105)  loss_vfl_aux_4: 0.6133 (0.6133)  loss_vfl_aux_5: 0.7648 (0.7648)  loss_vfl_dn_0: 0.4463 (0.4463)  loss_vfl_dn_1: 0.3750 (0.3750)  loss_vfl_dn_2: 0.3585 (0.3585)  loss_vfl_dn_3: 0.3469 (0.3469)  loss_vfl_dn_4: 0.3453 (0.3453)  loss_vfl_dn_5: 0.3460 (0.3460)  time: 18.1123  data: 3.6370  max mem: 5654
Epoch: [71]  [ 100/7393]  eta: 1:19:37  lr: 0.000010  loss: 15.0125 (14.9910)  loss_bbox: 0.1271 (0.1434)  loss_bbox_aux_0: 0.1574 (0.1555)  loss_bbox_aux_1: 0.1401 (0.1498)  loss_bbox_aux_2: 0.1307 (0.1457)  loss_bbox_aux_3: 0.1267 (0.1430)  loss_bbox_aux_4: 0.1218 (0.1422)  loss_bbox_aux_5: 0.1881 (0.1899)  loss_bbox_dn_0: 0.2355 (0.2396)  loss_bbox_dn_1: 0.1784 (0.1719)  loss_bbox_dn_2: 0.1639 (0.1534)  loss_bbox_dn_3: 0.1548 (0.1477)  loss_bbox_dn_4: 0.1530 (0.1466)  loss_bbox_dn_5: 0.1530 (0.1466)  loss_giou: 0.4119 (0.4584)  loss_giou_aux_0: 0.4481 (0.4828)  loss_giou_aux_1: 0.4195 (0.4713)  loss_giou_aux_2: 0.4301 (0.4641)  loss_giou_aux_3: 0.4157 (0.4599)  loss_giou_aux_4: 0.4077 (0.4582)  loss_giou_aux_5: 0.5109 (0.5443)  loss_giou_dn_0: 0.5345 (0.5491)  loss_giou_dn_1: 0.4304 (0.4416)  loss_giou_dn_2: 0.4069 (0.4111)  loss_giou_dn_3: 0.3929 (0.4028)  loss_giou_dn_4: 0.3874 (0.4007)  loss_giou_dn_5: 0.3875 (0.4008)  loss_vfl: 0.6677 (0.6407)  loss_vfl_aux_0: 0.7383 (0.7290)  loss_vfl_aux_1: 0.6959 (0.6823)  loss_vfl_aux_2: 0.6802 (0.6639)  loss_vfl_aux_3: 0.6936 (0.6517)  loss_vfl_aux_4: 0.6808 (0.6449)  loss_vfl_aux_5: 0.7170 (0.7223)  loss_vfl_dn_0: 0.4448 (0.4422)  loss_vfl_dn_1: 0.3808 (0.3775)  loss_vfl_dn_2: 0.3612 (0.3608)  loss_vfl_dn_3: 0.3509 (0.3537)  loss_vfl_dn_4: 0.3492 (0.3510)  loss_vfl_dn_5: 0.3497 (0.3504)  time: 0.4919  data: 0.0160  max mem: 5654
Epoch: [71]  [ 200/7393]  eta: 1:08:51  lr: 0.000010  loss: 14.7553 (14.9369)  loss_bbox: 0.1335 (0.1418)  loss_bbox_aux_0: 0.1455 (0.1558)  loss_bbox_aux_1: 0.1414 (0.1499)  loss_bbox_aux_2: 0.1392 (0.1453)  loss_bbox_aux_3: 0.1341 (0.1427)  loss_bbox_aux_4: 0.1309 (0.1415)  loss_bbox_aux_5: 0.1772 (0.1899)  loss_bbox_dn_0: 0.2287 (0.2432)  loss_bbox_dn_1: 0.1660 (0.1754)  loss_bbox_dn_2: 0.1497 (0.1558)  loss_bbox_dn_3: 0.1414 (0.1500)  loss_bbox_dn_4: 0.1387 (0.1487)  loss_bbox_dn_5: 0.1387 (0.1488)  loss_giou: 0.4527 (0.4519)  loss_giou_aux_0: 0.4768 (0.4760)  loss_giou_aux_1: 0.4720 (0.4644)  loss_giou_aux_2: 0.4693 (0.4575)  loss_giou_aux_3: 0.4626 (0.4539)  loss_giou_aux_4: 0.4538 (0.4519)  loss_giou_aux_5: 0.5356 (0.5361)  loss_giou_dn_0: 0.5482 (0.5477)  loss_giou_dn_1: 0.4359 (0.4398)  loss_giou_dn_2: 0.4012 (0.4081)  loss_giou_dn_3: 0.3905 (0.3997)  loss_giou_dn_4: 0.3865 (0.3976)  loss_giou_dn_5: 0.3873 (0.3978)  loss_vfl: 0.6504 (0.6418)  loss_vfl_aux_0: 0.7525 (0.7323)  loss_vfl_aux_1: 0.7022 (0.6847)  loss_vfl_aux_2: 0.6595 (0.6637)  loss_vfl_aux_3: 0.6486 (0.6503)  loss_vfl_aux_4: 0.6466 (0.6459)  loss_vfl_aux_5: 0.7458 (0.7254)  loss_vfl_dn_0: 0.4392 (0.4401)  loss_vfl_dn_1: 0.3755 (0.3748)  loss_vfl_dn_2: 0.3593 (0.3585)  loss_vfl_dn_3: 0.3523 (0.3514)  loss_vfl_dn_4: 0.3482 (0.3487)  loss_vfl_dn_5: 0.3492 (0.3480)  time: 0.4868  data: 0.0161  max mem: 5654
Epoch: [71]  [ 300/7393]  eta: 1:04:29  lr: 0.000010  loss: 14.9323 (14.9305)  loss_bbox: 0.1481 (0.1419)  loss_bbox_aux_0: 0.1592 (0.1560)  loss_bbox_aux_1: 0.1522 (0.1494)  loss_bbox_aux_2: 0.1536 (0.1456)  loss_bbox_aux_3: 0.1483 (0.1433)  loss_bbox_aux_4: 0.1468 (0.1422)  loss_bbox_aux_5: 0.1898 (0.1901)  loss_bbox_dn_0: 0.2471 (0.2441)  loss_bbox_dn_1: 0.1893 (0.1760)  loss_bbox_dn_2: 0.1737 (0.1559)  loss_bbox_dn_3: 0.1639 (0.1501)  loss_bbox_dn_4: 0.1614 (0.1489)  loss_bbox_dn_5: 0.1614 (0.1489)  loss_giou: 0.4462 (0.4532)  loss_giou_aux_0: 0.4631 (0.4772)  loss_giou_aux_1: 0.4421 (0.4652)  loss_giou_aux_2: 0.4383 (0.4585)  loss_giou_aux_3: 0.4383 (0.4553)  loss_giou_aux_4: 0.4462 (0.4531)  loss_giou_aux_5: 0.5214 (0.5365)  loss_giou_dn_0: 0.5408 (0.5491)  loss_giou_dn_1: 0.4357 (0.4410)  loss_giou_dn_2: 0.3963 (0.4091)  loss_giou_dn_3: 0.3921 (0.4007)  loss_giou_dn_4: 0.3858 (0.3987)  loss_giou_dn_5: 0.3861 (0.3989)  loss_vfl: 0.6329 (0.6385)  loss_vfl_aux_0: 0.7120 (0.7278)  loss_vfl_aux_1: 0.6557 (0.6814)  loss_vfl_aux_2: 0.6406 (0.6606)  loss_vfl_aux_3: 0.6320 (0.6472)  loss_vfl_aux_4: 0.6265 (0.6423)  loss_vfl_aux_5: 0.7071 (0.7237)  loss_vfl_dn_0: 0.4394 (0.4398)  loss_vfl_dn_1: 0.3778 (0.3747)  loss_vfl_dn_2: 0.3602 (0.3585)  loss_vfl_dn_3: 0.3495 (0.3511)  loss_vfl_dn_4: 0.3486 (0.3485)  loss_vfl_dn_5: 0.3485 (0.3478)  time: 0.4931  data: 0.0170  max mem: 5654
Epoch: [71]  [ 400/7393]  eta: 1:01:59  lr: 0.000010  loss: 15.0041 (14.9393)  loss_bbox: 0.1255 (0.1419)  loss_bbox_aux_0: 0.1408 (0.1549)  loss_bbox_aux_1: 0.1365 (0.1488)  loss_bbox_aux_2: 0.1299 (0.1453)  loss_bbox_aux_3: 0.1283 (0.1432)  loss_bbox_aux_4: 0.1271 (0.1421)  loss_bbox_aux_5: 0.1733 (0.1887)  loss_bbox_dn_0: 0.2078 (0.2427)  loss_bbox_dn_1: 0.1521 (0.1753)  loss_bbox_dn_2: 0.1376 (0.1553)  loss_bbox_dn_3: 0.1316 (0.1497)  loss_bbox_dn_4: 0.1288 (0.1485)  loss_bbox_dn_5: 0.1288 (0.1485)  loss_giou: 0.4482 (0.4539)  loss_giou_aux_0: 0.4648 (0.4776)  loss_giou_aux_1: 0.4595 (0.4655)  loss_giou_aux_2: 0.4603 (0.4591)  loss_giou_aux_3: 0.4481 (0.4559)  loss_giou_aux_4: 0.4486 (0.4538)  loss_giou_aux_5: 0.5247 (0.5376)  loss_giou_dn_0: 0.5532 (0.5482)  loss_giou_dn_1: 0.4332 (0.4400)  loss_giou_dn_2: 0.4044 (0.4083)  loss_giou_dn_3: 0.3952 (0.4000)  loss_giou_dn_4: 0.3916 (0.3979)  loss_giou_dn_5: 0.3917 (0.3981)  loss_vfl: 0.6424 (0.6405)  loss_vfl_aux_0: 0.7356 (0.7304)  loss_vfl_aux_1: 0.7008 (0.6842)  loss_vfl_aux_2: 0.6872 (0.6634)  loss_vfl_aux_3: 0.6585 (0.6499)  loss_vfl_aux_4: 0.6474 (0.6450)  loss_vfl_aux_5: 0.7228 (0.7238)  loss_vfl_dn_0: 0.4407 (0.4402)  loss_vfl_dn_1: 0.3870 (0.3748)  loss_vfl_dn_2: 0.3627 (0.3587)  loss_vfl_dn_3: 0.3510 (0.3512)  loss_vfl_dn_4: 0.3482 (0.3486)  loss_vfl_dn_5: 0.3447 (0.3480)  time: 0.4852  data: 0.0137  max mem: 5654
Epoch: [71]  [ 500/7393]  eta: 1:00:00  lr: 0.000010  loss: 15.0414 (14.9597)  loss_bbox: 0.1313 (0.1419)  loss_bbox_aux_0: 0.1453 (0.1547)  loss_bbox_aux_1: 0.1372 (0.1483)  loss_bbox_aux_2: 0.1327 (0.1451)  loss_bbox_aux_3: 0.1314 (0.1429)  loss_bbox_aux_4: 0.1313 (0.1420)  loss_bbox_aux_5: 0.1743 (0.1882)  loss_bbox_dn_0: 0.2299 (0.2419)  loss_bbox_dn_1: 0.1715 (0.1749)  loss_bbox_dn_2: 0.1496 (0.1549)  loss_bbox_dn_3: 0.1456 (0.1494)  loss_bbox_dn_4: 0.1449 (0.1482)  loss_bbox_dn_5: 0.1449 (0.1482)  loss_giou: 0.4074 (0.4534)  loss_giou_aux_0: 0.4409 (0.4771)  loss_giou_aux_1: 0.4303 (0.4649)  loss_giou_aux_2: 0.4161 (0.4584)  loss_giou_aux_3: 0.4060 (0.4552)  loss_giou_aux_4: 0.4054 (0.4533)  loss_giou_aux_5: 0.4827 (0.5373)  loss_giou_dn_0: 0.5295 (0.5494)  loss_giou_dn_1: 0.4326 (0.4410)  loss_giou_dn_2: 0.3971 (0.4092)  loss_giou_dn_3: 0.3900 (0.4008)  loss_giou_dn_4: 0.3865 (0.3987)  loss_giou_dn_5: 0.3867 (0.3989)  loss_vfl: 0.6540 (0.6430)  loss_vfl_aux_0: 0.7425 (0.7330)  loss_vfl_aux_1: 0.7051 (0.6881)  loss_vfl_aux_2: 0.6742 (0.6663)  loss_vfl_aux_3: 0.6712 (0.6530)  loss_vfl_aux_4: 0.6518 (0.6471)  loss_vfl_aux_5: 0.7156 (0.7247)  loss_vfl_dn_0: 0.4461 (0.4409)  loss_vfl_dn_1: 0.3791 (0.3755)  loss_vfl_dn_2: 0.3650 (0.3594)  loss_vfl_dn_3: 0.3572 (0.3520)  loss_vfl_dn_4: 0.3533 (0.3495)  loss_vfl_dn_5: 0.3530 (0.3488)  time: 0.4813  data: 0.0143  max mem: 5654
Epoch: [71]  [ 600/7393]  eta: 0:58:22  lr: 0.000010  loss: 15.2130 (14.9619)  loss_bbox: 0.1406 (0.1427)  loss_bbox_aux_0: 0.1459 (0.1553)  loss_bbox_aux_1: 0.1393 (0.1491)  loss_bbox_aux_2: 0.1357 (0.1459)  loss_bbox_aux_3: 0.1399 (0.1438)  loss_bbox_aux_4: 0.1405 (0.1429)  loss_bbox_aux_5: 0.1774 (0.1894)  loss_bbox_dn_0: 0.2329 (0.2435)  loss_bbox_dn_1: 0.1685 (0.1759)  loss_bbox_dn_2: 0.1515 (0.1559)  loss_bbox_dn_3: 0.1444 (0.1502)  loss_bbox_dn_4: 0.1446 (0.1490)  loss_bbox_dn_5: 0.1446 (0.1490)  loss_giou: 0.4067 (0.4518)  loss_giou_aux_0: 0.4393 (0.4751)  loss_giou_aux_1: 0.4323 (0.4629)  loss_giou_aux_2: 0.4306 (0.4567)  loss_giou_aux_3: 0.4118 (0.4537)  loss_giou_aux_4: 0.4051 (0.4518)  loss_giou_aux_5: 0.4944 (0.5352)  loss_giou_dn_0: 0.5331 (0.5492)  loss_giou_dn_1: 0.4262 (0.4406)  loss_giou_dn_2: 0.3959 (0.4090)  loss_giou_dn_3: 0.3861 (0.4005)  loss_giou_dn_4: 0.3828 (0.3985)  loss_giou_dn_5: 0.3830 (0.3987)  loss_vfl: 0.6399 (0.6432)  loss_vfl_aux_0: 0.7225 (0.7341)  loss_vfl_aux_1: 0.7055 (0.6893)  loss_vfl_aux_2: 0.6806 (0.6673)  loss_vfl_aux_3: 0.6708 (0.6534)  loss_vfl_aux_4: 0.6501 (0.6471)  loss_vfl_aux_5: 0.7394 (0.7258)  loss_vfl_dn_0: 0.4462 (0.4410)  loss_vfl_dn_1: 0.3788 (0.3755)  loss_vfl_dn_2: 0.3663 (0.3593)  loss_vfl_dn_3: 0.3593 (0.3519)  loss_vfl_dn_4: 0.3582 (0.3494)  loss_vfl_dn_5: 0.3582 (0.3487)  time: 0.4857  data: 0.0147  max mem: 5654
Epoch: [71]  [ 700/7393]  eta: 0:56:58  lr: 0.000010  loss: 14.7475 (14.9685)  loss_bbox: 0.1396 (0.1427)  loss_bbox_aux_0: 0.1469 (0.1552)  loss_bbox_aux_1: 0.1358 (0.1486)  loss_bbox_aux_2: 0.1363 (0.1455)  loss_bbox_aux_3: 0.1376 (0.1436)  loss_bbox_aux_4: 0.1418 (0.1428)  loss_bbox_aux_5: 0.1832 (0.1890)  loss_bbox_dn_0: 0.2390 (0.2429)  loss_bbox_dn_1: 0.1603 (0.1756)  loss_bbox_dn_2: 0.1409 (0.1557)  loss_bbox_dn_3: 0.1321 (0.1500)  loss_bbox_dn_4: 0.1310 (0.1488)  loss_bbox_dn_5: 0.1310 (0.1489)  loss_giou: 0.4532 (0.4531)  loss_giou_aux_0: 0.4698 (0.4767)  loss_giou_aux_1: 0.4529 (0.4640)  loss_giou_aux_2: 0.4469 (0.4577)  loss_giou_aux_3: 0.4465 (0.4548)  loss_giou_aux_4: 0.4533 (0.4531)  loss_giou_aux_5: 0.5256 (0.5363)  loss_giou_dn_0: 0.5338 (0.5496)  loss_giou_dn_1: 0.4187 (0.4411)  loss_giou_dn_2: 0.3872 (0.4094)  loss_giou_dn_3: 0.3823 (0.4010)  loss_giou_dn_4: 0.3817 (0.3990)  loss_giou_dn_5: 0.3814 (0.3992)  loss_vfl: 0.6555 (0.6425)  loss_vfl_aux_0: 0.7411 (0.7330)  loss_vfl_aux_1: 0.6965 (0.6891)  loss_vfl_aux_2: 0.6834 (0.6672)  loss_vfl_aux_3: 0.6784 (0.6533)  loss_vfl_aux_4: 0.6616 (0.6468)  loss_vfl_aux_5: 0.7425 (0.7250)  loss_vfl_dn_0: 0.4414 (0.4412)  loss_vfl_dn_1: 0.3736 (0.3755)  loss_vfl_dn_2: 0.3597 (0.3595)  loss_vfl_dn_3: 0.3529 (0.3523)  loss_vfl_dn_4: 0.3509 (0.3498)  loss_vfl_dn_5: 0.3489 (0.3490)  time: 0.4833  data: 0.0150  max mem: 5654
Epoch: [71]  [ 800/7393]  eta: 0:55:44  lr: 0.000010  loss: 15.4313 (14.9764)  loss_bbox: 0.1385 (0.1428)  loss_bbox_aux_0: 0.1422 (0.1552)  loss_bbox_aux_1: 0.1389 (0.1485)  loss_bbox_aux_2: 0.1404 (0.1455)  loss_bbox_aux_3: 0.1361 (0.1436)  loss_bbox_aux_4: 0.1289 (0.1428)  loss_bbox_aux_5: 0.1784 (0.1890)  loss_bbox_dn_0: 0.2270 (0.2431)  loss_bbox_dn_1: 0.1518 (0.1758)  loss_bbox_dn_2: 0.1354 (0.1559)  loss_bbox_dn_3: 0.1364 (0.1503)  loss_bbox_dn_4: 0.1370 (0.1491)  loss_bbox_dn_5: 0.1370 (0.1491)  loss_giou: 0.4996 (0.4541)  loss_giou_aux_0: 0.5200 (0.4780)  loss_giou_aux_1: 0.5123 (0.4650)  loss_giou_aux_2: 0.5083 (0.4587)  loss_giou_aux_3: 0.4917 (0.4558)  loss_giou_aux_4: 0.4983 (0.4542)  loss_giou_aux_5: 0.5683 (0.5373)  loss_giou_dn_0: 0.5808 (0.5498)  loss_giou_dn_1: 0.4672 (0.4413)  loss_giou_dn_2: 0.4364 (0.4097)  loss_giou_dn_3: 0.4270 (0.4013)  loss_giou_dn_4: 0.4270 (0.3993)  loss_giou_dn_5: 0.4269 (0.3995)  loss_vfl: 0.6083 (0.6417)  loss_vfl_aux_0: 0.7094 (0.7335)  loss_vfl_aux_1: 0.6809 (0.6893)  loss_vfl_aux_2: 0.6485 (0.6672)  loss_vfl_aux_3: 0.6219 (0.6527)  loss_vfl_aux_4: 0.6114 (0.6457)  loss_vfl_aux_5: 0.7075 (0.7252)  loss_vfl_dn_0: 0.4382 (0.4411)  loss_vfl_dn_1: 0.3796 (0.3754)  loss_vfl_dn_2: 0.3618 (0.3594)  loss_vfl_dn_3: 0.3591 (0.3521)  loss_vfl_dn_4: 0.3581 (0.3496)  loss_vfl_dn_5: 0.3564 (0.3489)  time: 0.4782  data: 0.0157  max mem: 5654
Epoch: [71]  [ 900/7393]  eta: 0:54:35  lr: 0.000010  loss: 14.7160 (14.9684)  loss_bbox: 0.1541 (0.1428)  loss_bbox_aux_0: 0.1603 (0.1548)  loss_bbox_aux_1: 0.1575 (0.1483)  loss_bbox_aux_2: 0.1489 (0.1453)  loss_bbox_aux_3: 0.1540 (0.1436)  loss_bbox_aux_4: 0.1563 (0.1429)  loss_bbox_aux_5: 0.1988 (0.1886)  loss_bbox_dn_0: 0.2732 (0.2432)  loss_bbox_dn_1: 0.1859 (0.1758)  loss_bbox_dn_2: 0.1635 (0.1560)  loss_bbox_dn_3: 0.1590 (0.1503)  loss_bbox_dn_4: 0.1578 (0.1491)  loss_bbox_dn_5: 0.1579 (0.1491)  loss_giou: 0.3920 (0.4540)  loss_giou_aux_0: 0.4187 (0.4773)  loss_giou_aux_1: 0.4080 (0.4648)  loss_giou_aux_2: 0.4054 (0.4585)  loss_giou_aux_3: 0.3979 (0.4557)  loss_giou_aux_4: 0.3906 (0.4542)  loss_giou_aux_5: 0.5007 (0.5371)  loss_giou_dn_0: 0.5251 (0.5496)  loss_giou_dn_1: 0.4126 (0.4410)  loss_giou_dn_2: 0.3802 (0.4095)  loss_giou_dn_3: 0.3763 (0.4011)  loss_giou_dn_4: 0.3762 (0.3991)  loss_giou_dn_5: 0.3756 (0.3993)  loss_vfl: 0.6455 (0.6410)  loss_vfl_aux_0: 0.7373 (0.7332)  loss_vfl_aux_1: 0.7039 (0.6888)  loss_vfl_aux_2: 0.6809 (0.6668)  loss_vfl_aux_3: 0.6664 (0.6520)  loss_vfl_aux_4: 0.6597 (0.6448)  loss_vfl_aux_5: 0.7290 (0.7250)  loss_vfl_dn_0: 0.4441 (0.4409)  loss_vfl_dn_1: 0.3691 (0.3752)  loss_vfl_dn_2: 0.3549 (0.3593)  loss_vfl_dn_3: 0.3428 (0.3520)  loss_vfl_dn_4: 0.3407 (0.3496)  loss_vfl_dn_5: 0.3411 (0.3489)  time: 0.4748  data: 0.0158  max mem: 5654
Epoch: [71]  [1000/7393]  eta: 0:53:30  lr: 0.000010  loss: 15.0954 (14.9805)  loss_bbox: 0.1546 (0.1432)  loss_bbox_aux_0: 0.1624 (0.1554)  loss_bbox_aux_1: 0.1551 (0.1488)  loss_bbox_aux_2: 0.1531 (0.1458)  loss_bbox_aux_3: 0.1561 (0.1440)  loss_bbox_aux_4: 0.1506 (0.1434)  loss_bbox_aux_5: 0.1801 (0.1891)  loss_bbox_dn_0: 0.2479 (0.2442)  loss_bbox_dn_1: 0.1756 (0.1766)  loss_bbox_dn_2: 0.1701 (0.1568)  loss_bbox_dn_3: 0.1595 (0.1511)  loss_bbox_dn_4: 0.1581 (0.1499)  loss_bbox_dn_5: 0.1581 (0.1499)  loss_giou: 0.4095 (0.4532)  loss_giou_aux_0: 0.4368 (0.4769)  loss_giou_aux_1: 0.4251 (0.4641)  loss_giou_aux_2: 0.4271 (0.4579)  loss_giou_aux_3: 0.4181 (0.4550)  loss_giou_aux_4: 0.4044 (0.4534)  loss_giou_aux_5: 0.4841 (0.5363)  loss_giou_dn_0: 0.5441 (0.5489)  loss_giou_dn_1: 0.4342 (0.4405)  loss_giou_dn_2: 0.3879 (0.4091)  loss_giou_dn_3: 0.3743 (0.4008)  loss_giou_dn_4: 0.3706 (0.3988)  loss_giou_dn_5: 0.3705 (0.3989)  loss_vfl: 0.6653 (0.6430)  loss_vfl_aux_0: 0.7434 (0.7342)  loss_vfl_aux_1: 0.7196 (0.6901)  loss_vfl_aux_2: 0.6964 (0.6684)  loss_vfl_aux_3: 0.6777 (0.6540)  loss_vfl_aux_4: 0.6765 (0.6468)  loss_vfl_aux_5: 0.7531 (0.7264)  loss_vfl_dn_0: 0.4370 (0.4408)  loss_vfl_dn_1: 0.3739 (0.3751)  loss_vfl_dn_2: 0.3595 (0.3592)  loss_vfl_dn_3: 0.3540 (0.3520)  loss_vfl_dn_4: 0.3506 (0.3495)  loss_vfl_dn_5: 0.3485 (0.3488)  time: 0.4834  data: 0.0159  max mem: 5654
Epoch: [71]  [1100/7393]  eta: 0:52:27  lr: 0.000010  loss: 15.7126 (15.0050)  loss_bbox: 0.1430 (0.1436)  loss_bbox_aux_0: 0.1560 (0.1559)  loss_bbox_aux_1: 0.1439 (0.1491)  loss_bbox_aux_2: 0.1469 (0.1462)  loss_bbox_aux_3: 0.1399 (0.1444)  loss_bbox_aux_4: 0.1401 (0.1438)  loss_bbox_aux_5: 0.1970 (0.1897)  loss_bbox_dn_0: 0.2291 (0.2450)  loss_bbox_dn_1: 0.1710 (0.1772)  loss_bbox_dn_2: 0.1508 (0.1573)  loss_bbox_dn_3: 0.1457 (0.1516)  loss_bbox_dn_4: 0.1449 (0.1504)  loss_bbox_dn_5: 0.1449 (0.1504)  loss_giou: 0.4555 (0.4551)  loss_giou_aux_0: 0.4856 (0.4787)  loss_giou_aux_1: 0.4789 (0.4659)  loss_giou_aux_2: 0.4693 (0.4597)  loss_giou_aux_3: 0.4629 (0.4568)  loss_giou_aux_4: 0.4554 (0.4552)  loss_giou_aux_5: 0.5318 (0.5383)  loss_giou_dn_0: 0.5829 (0.5504)  loss_giou_dn_1: 0.4685 (0.4419)  loss_giou_dn_2: 0.4450 (0.4104)  loss_giou_dn_3: 0.4350 (0.4021)  loss_giou_dn_4: 0.4327 (0.4000)  loss_giou_dn_5: 0.4327 (0.4002)  loss_vfl: 0.6255 (0.6422)  loss_vfl_aux_0: 0.7214 (0.7338)  loss_vfl_aux_1: 0.6814 (0.6901)  loss_vfl_aux_2: 0.6438 (0.6677)  loss_vfl_aux_3: 0.6376 (0.6532)  loss_vfl_aux_4: 0.6283 (0.6460)  loss_vfl_aux_5: 0.7171 (0.7256)  loss_vfl_dn_0: 0.4380 (0.4409)  loss_vfl_dn_1: 0.3800 (0.3754)  loss_vfl_dn_2: 0.3661 (0.3595)  loss_vfl_dn_3: 0.3617 (0.3522)  loss_vfl_dn_4: 0.3602 (0.3498)  loss_vfl_dn_5: 0.3593 (0.3491)  time: 0.4831  data: 0.0165  max mem: 5654
Epoch: [71]  [1200/7393]  eta: 0:51:28  lr: 0.000010  loss: 14.6569 (15.0043)  loss_bbox: 0.1349 (0.1435)  loss_bbox_aux_0: 0.1422 (0.1557)  loss_bbox_aux_1: 0.1380 (0.1490)  loss_bbox_aux_2: 0.1362 (0.1461)  loss_bbox_aux_3: 0.1355 (0.1444)  loss_bbox_aux_4: 0.1360 (0.1438)  loss_bbox_aux_5: 0.1667 (0.1891)  loss_bbox_dn_0: 0.2049 (0.2439)  loss_bbox_dn_1: 0.1584 (0.1765)  loss_bbox_dn_2: 0.1383 (0.1567)  loss_bbox_dn_3: 0.1316 (0.1511)  loss_bbox_dn_4: 0.1296 (0.1499)  loss_bbox_dn_5: 0.1297 (0.1499)  loss_giou: 0.4543 (0.4557)  loss_giou_aux_0: 0.4769 (0.4793)  loss_giou_aux_1: 0.4573 (0.4666)  loss_giou_aux_2: 0.4623 (0.4604)  loss_giou_aux_3: 0.4573 (0.4576)  loss_giou_aux_4: 0.4576 (0.4559)  loss_giou_aux_5: 0.5338 (0.5387)  loss_giou_dn_0: 0.5627 (0.5506)  loss_giou_dn_1: 0.4450 (0.4421)  loss_giou_dn_2: 0.4088 (0.4106)  loss_giou_dn_3: 0.3997 (0.4022)  loss_giou_dn_4: 0.3985 (0.4002)  loss_giou_dn_5: 0.3984 (0.4003)  loss_vfl: 0.6203 (0.6418)  loss_vfl_aux_0: 0.6930 (0.7336)  loss_vfl_aux_1: 0.6548 (0.6898)  loss_vfl_aux_2: 0.6405 (0.6675)  loss_vfl_aux_3: 0.6229 (0.6527)  loss_vfl_aux_4: 0.6134 (0.6457)  loss_vfl_aux_5: 0.6812 (0.7249)  loss_vfl_dn_0: 0.4376 (0.4409)  loss_vfl_dn_1: 0.3781 (0.3756)  loss_vfl_dn_2: 0.3681 (0.3598)  loss_vfl_dn_3: 0.3632 (0.3526)  loss_vfl_dn_4: 0.3602 (0.3502)  loss_vfl_dn_5: 0.3577 (0.3495)  time: 0.4847  data: 0.0169  max mem: 5654
Epoch: [71]  [1300/7393]  eta: 0:50:28  lr: 0.000010  loss: 15.4405 (15.0082)  loss_bbox: 0.1587 (0.1439)  loss_bbox_aux_0: 0.1606 (0.1559)  loss_bbox_aux_1: 0.1628 (0.1492)  loss_bbox_aux_2: 0.1642 (0.1464)  loss_bbox_aux_3: 0.1616 (0.1446)  loss_bbox_aux_4: 0.1587 (0.1440)  loss_bbox_aux_5: 0.2039 (0.1894)  loss_bbox_dn_0: 0.2428 (0.2439)  loss_bbox_dn_1: 0.1746 (0.1765)  loss_bbox_dn_2: 0.1645 (0.1566)  loss_bbox_dn_3: 0.1573 (0.1510)  loss_bbox_dn_4: 0.1549 (0.1498)  loss_bbox_dn_5: 0.1549 (0.1498)  loss_giou: 0.4687 (0.4557)  loss_giou_aux_0: 0.4836 (0.4792)  loss_giou_aux_1: 0.4766 (0.4666)  loss_giou_aux_2: 0.4725 (0.4605)  loss_giou_aux_3: 0.4666 (0.4576)  loss_giou_aux_4: 0.4635 (0.4559)  loss_giou_aux_5: 0.5506 (0.5386)  loss_giou_dn_0: 0.5647 (0.5507)  loss_giou_dn_1: 0.4460 (0.4421)  loss_giou_dn_2: 0.4174 (0.4107)  loss_giou_dn_3: 0.4068 (0.4023)  loss_giou_dn_4: 0.4059 (0.4003)  loss_giou_dn_5: 0.4063 (0.4005)  loss_vfl: 0.6227 (0.6421)  loss_vfl_aux_0: 0.7288 (0.7336)  loss_vfl_aux_1: 0.6736 (0.6901)  loss_vfl_aux_2: 0.6433 (0.6676)  loss_vfl_aux_3: 0.6442 (0.6530)  loss_vfl_aux_4: 0.6362 (0.6460)  loss_vfl_aux_5: 0.7185 (0.7252)  loss_vfl_dn_0: 0.4433 (0.4411)  loss_vfl_dn_1: 0.3863 (0.3757)  loss_vfl_dn_2: 0.3686 (0.3598)  loss_vfl_dn_3: 0.3590 (0.3526)  loss_vfl_dn_4: 0.3557 (0.3502)  loss_vfl_dn_5: 0.3549 (0.3495)  time: 0.4757  data: 0.0167  max mem: 5654
Epoch: [71]  [1400/7393]  eta: 0:49:31  lr: 0.000010  loss: 14.9899 (15.0164)  loss_bbox: 0.1371 (0.1442)  loss_bbox_aux_0: 0.1440 (0.1563)  loss_bbox_aux_1: 0.1412 (0.1495)  loss_bbox_aux_2: 0.1463 (0.1467)  loss_bbox_aux_3: 0.1405 (0.1450)  loss_bbox_aux_4: 0.1368 (0.1443)  loss_bbox_aux_5: 0.1827 (0.1899)  loss_bbox_dn_0: 0.2437 (0.2450)  loss_bbox_dn_1: 0.1761 (0.1772)  loss_bbox_dn_2: 0.1623 (0.1573)  loss_bbox_dn_3: 0.1574 (0.1516)  loss_bbox_dn_4: 0.1575 (0.1504)  loss_bbox_dn_5: 0.1575 (0.1504)  loss_giou: 0.4246 (0.4556)  loss_giou_aux_0: 0.4368 (0.4791)  loss_giou_aux_1: 0.4313 (0.4663)  loss_giou_aux_2: 0.4281 (0.4603)  loss_giou_aux_3: 0.4265 (0.4574)  loss_giou_aux_4: 0.4246 (0.4558)  loss_giou_aux_5: 0.4879 (0.5385)  loss_giou_dn_0: 0.5446 (0.5507)  loss_giou_dn_1: 0.4267 (0.4421)  loss_giou_dn_2: 0.3984 (0.4106)  loss_giou_dn_3: 0.3911 (0.4022)  loss_giou_dn_4: 0.3881 (0.4002)  loss_giou_dn_5: 0.3884 (0.4004)  loss_vfl: 0.6313 (0.6423)  loss_vfl_aux_0: 0.7133 (0.7342)  loss_vfl_aux_1: 0.6898 (0.6907)  loss_vfl_aux_2: 0.6616 (0.6679)  loss_vfl_aux_3: 0.6654 (0.6534)  loss_vfl_aux_4: 0.6484 (0.6463)  loss_vfl_aux_5: 0.7257 (0.7260)  loss_vfl_dn_0: 0.4398 (0.4411)  loss_vfl_dn_1: 0.3735 (0.3756)  loss_vfl_dn_2: 0.3596 (0.3597)  loss_vfl_dn_3: 0.3529 (0.3526)  loss_vfl_dn_4: 0.3513 (0.3501)  loss_vfl_dn_5: 0.3509 (0.3494)  time: 0.4785  data: 0.0170  max mem: 5654
Epoch: [71]  [1500/7393]  eta: 0:48:39  lr: 0.000010  loss: 14.3881 (15.0220)  loss_bbox: 0.1344 (0.1441)  loss_bbox_aux_0: 0.1362 (0.1563)  loss_bbox_aux_1: 0.1379 (0.1495)  loss_bbox_aux_2: 0.1283 (0.1466)  loss_bbox_aux_3: 0.1271 (0.1449)  loss_bbox_aux_4: 0.1336 (0.1442)  loss_bbox_aux_5: 0.1677 (0.1897)  loss_bbox_dn_0: 0.2087 (0.2446)  loss_bbox_dn_1: 0.1497 (0.1770)  loss_bbox_dn_2: 0.1304 (0.1570)  loss_bbox_dn_3: 0.1278 (0.1514)  loss_bbox_dn_4: 0.1232 (0.1502)  loss_bbox_dn_5: 0.1233 (0.1502)  loss_giou: 0.3984 (0.4563)  loss_giou_aux_0: 0.4183 (0.4798)  loss_giou_aux_1: 0.4041 (0.4671)  loss_giou_aux_2: 0.4011 (0.4610)  loss_giou_aux_3: 0.4010 (0.4581)  loss_giou_aux_4: 0.3969 (0.4564)  loss_giou_aux_5: 0.4966 (0.5390)  loss_giou_dn_0: 0.5058 (0.5512)  loss_giou_dn_1: 0.4017 (0.4426)  loss_giou_dn_2: 0.3821 (0.4111)  loss_giou_dn_3: 0.3734 (0.4028)  loss_giou_dn_4: 0.3715 (0.4007)  loss_giou_dn_5: 0.3715 (0.4009)  loss_vfl: 0.6148 (0.6423)  loss_vfl_aux_0: 0.7022 (0.7338)  loss_vfl_aux_1: 0.6692 (0.6905)  loss_vfl_aux_2: 0.6410 (0.6676)  loss_vfl_aux_3: 0.6312 (0.6533)  loss_vfl_aux_4: 0.6134 (0.6462)  loss_vfl_aux_5: 0.7101 (0.7262)  loss_vfl_dn_0: 0.4354 (0.4412)  loss_vfl_dn_1: 0.3687 (0.3758)  loss_vfl_dn_2: 0.3501 (0.3599)  loss_vfl_dn_3: 0.3439 (0.3527)  loss_vfl_dn_4: 0.3397 (0.3503)  loss_vfl_dn_5: 0.3394 (0.3496)  time: 0.4884  data: 0.0165  max mem: 5654
Epoch: [71]  [1600/7393]  eta: 0:47:45  lr: 0.000010  loss: 15.1225 (15.0217)  loss_bbox: 0.1309 (0.1440)  loss_bbox_aux_0: 0.1519 (0.1563)  loss_bbox_aux_1: 0.1390 (0.1495)  loss_bbox_aux_2: 0.1352 (0.1465)  loss_bbox_aux_3: 0.1297 (0.1448)  loss_bbox_aux_4: 0.1309 (0.1441)  loss_bbox_aux_5: 0.1961 (0.1898)  loss_bbox_dn_0: 0.2359 (0.2446)  loss_bbox_dn_1: 0.1745 (0.1768)  loss_bbox_dn_2: 0.1517 (0.1569)  loss_bbox_dn_3: 0.1478 (0.1513)  loss_bbox_dn_4: 0.1432 (0.1501)  loss_bbox_dn_5: 0.1432 (0.1501)  loss_giou: 0.4452 (0.4563)  loss_giou_aux_0: 0.4785 (0.4800)  loss_giou_aux_1: 0.4504 (0.4672)  loss_giou_aux_2: 0.4509 (0.4611)  loss_giou_aux_3: 0.4418 (0.4582)  loss_giou_aux_4: 0.4483 (0.4565)  loss_giou_aux_5: 0.5360 (0.5390)  loss_giou_dn_0: 0.5544 (0.5512)  loss_giou_dn_1: 0.4362 (0.4427)  loss_giou_dn_2: 0.3996 (0.4111)  loss_giou_dn_3: 0.3962 (0.4028)  loss_giou_dn_4: 0.3942 (0.4008)  loss_giou_dn_5: 0.3943 (0.4010)  loss_vfl: 0.6538 (0.6425)  loss_vfl_aux_0: 0.7342 (0.7337)  loss_vfl_aux_1: 0.6962 (0.6905)  loss_vfl_aux_2: 0.6696 (0.6679)  loss_vfl_aux_3: 0.6710 (0.6534)  loss_vfl_aux_4: 0.6555 (0.6462)  loss_vfl_aux_5: 0.7254 (0.7259)  loss_vfl_dn_0: 0.4380 (0.4411)  loss_vfl_dn_1: 0.3665 (0.3756)  loss_vfl_dn_2: 0.3529 (0.3598)  loss_vfl_dn_3: 0.3486 (0.3526)  loss_vfl_dn_4: 0.3475 (0.3502)  loss_vfl_dn_5: 0.3479 (0.3495)  time: 0.4957  data: 0.0168  max mem: 5654
Epoch: [71]  [1700/7393]  eta: 0:46:51  lr: 0.000010  loss: 14.3028 (15.0257)  loss_bbox: 0.1316 (0.1438)  loss_bbox_aux_0: 0.1446 (0.1560)  loss_bbox_aux_1: 0.1389 (0.1492)  loss_bbox_aux_2: 0.1396 (0.1463)  loss_bbox_aux_3: 0.1391 (0.1446)  loss_bbox_aux_4: 0.1420 (0.1439)  loss_bbox_aux_5: 0.1772 (0.1894)  loss_bbox_dn_0: 0.2391 (0.2443)  loss_bbox_dn_1: 0.1687 (0.1766)  loss_bbox_dn_2: 0.1496 (0.1567)  loss_bbox_dn_3: 0.1466 (0.1510)  loss_bbox_dn_4: 0.1441 (0.1498)  loss_bbox_dn_5: 0.1441 (0.1498)  loss_giou: 0.3952 (0.4569)  loss_giou_aux_0: 0.4230 (0.4805)  loss_giou_aux_1: 0.4072 (0.4677)  loss_giou_aux_2: 0.4009 (0.4617)  loss_giou_aux_3: 0.4019 (0.4587)  loss_giou_aux_4: 0.3978 (0.4571)  loss_giou_aux_5: 0.4726 (0.5396)  loss_giou_dn_0: 0.5243 (0.5518)  loss_giou_dn_1: 0.4153 (0.4431)  loss_giou_dn_2: 0.3757 (0.4115)  loss_giou_dn_3: 0.3661 (0.4033)  loss_giou_dn_4: 0.3616 (0.4012)  loss_giou_dn_5: 0.3620 (0.4014)  loss_vfl: 0.6530 (0.6424)  loss_vfl_aux_0: 0.7286 (0.7340)  loss_vfl_aux_1: 0.6819 (0.6908)  loss_vfl_aux_2: 0.6620 (0.6678)  loss_vfl_aux_3: 0.6569 (0.6533)  loss_vfl_aux_4: 0.6553 (0.6462)  loss_vfl_aux_5: 0.7279 (0.7261)  loss_vfl_dn_0: 0.4416 (0.4412)  loss_vfl_dn_1: 0.3689 (0.3757)  loss_vfl_dn_2: 0.3529 (0.3598)  loss_vfl_dn_3: 0.3476 (0.3527)  loss_vfl_dn_4: 0.3431 (0.3503)  loss_vfl_dn_5: 0.3415 (0.3496)  time: 0.4821  data: 0.0168  max mem: 5654
Epoch: [71]  [1800/7393]  eta: 0:45:58  lr: 0.000010  loss: 14.9237 (15.0218)  loss_bbox: 0.1352 (0.1438)  loss_bbox_aux_0: 0.1392 (0.1561)  loss_bbox_aux_1: 0.1321 (0.1492)  loss_bbox_aux_2: 0.1330 (0.1463)  loss_bbox_aux_3: 0.1250 (0.1446)  loss_bbox_aux_4: 0.1352 (0.1439)  loss_bbox_aux_5: 0.1894 (0.1897)  loss_bbox_dn_0: 0.2446 (0.2448)  loss_bbox_dn_1: 0.1667 (0.1770)  loss_bbox_dn_2: 0.1463 (0.1570)  loss_bbox_dn_3: 0.1395 (0.1513)  loss_bbox_dn_4: 0.1386 (0.1500)  loss_bbox_dn_5: 0.1386 (0.1500)  loss_giou: 0.3580 (0.4555)  loss_giou_aux_0: 0.3786 (0.4793)  loss_giou_aux_1: 0.3632 (0.4664)  loss_giou_aux_2: 0.3633 (0.4605)  loss_giou_aux_3: 0.3617 (0.4575)  loss_giou_aux_4: 0.3580 (0.4558)  loss_giou_aux_5: 0.4743 (0.5384)  loss_giou_dn_0: 0.5065 (0.5513)  loss_giou_dn_1: 0.3850 (0.4426)  loss_giou_dn_2: 0.3511 (0.4110)  loss_giou_dn_3: 0.3410 (0.4027)  loss_giou_dn_4: 0.3402 (0.4006)  loss_giou_dn_5: 0.3402 (0.4008)  loss_vfl: 0.6615 (0.6432)  loss_vfl_aux_0: 0.7520 (0.7349)  loss_vfl_aux_1: 0.7126 (0.6918)  loss_vfl_aux_2: 0.6888 (0.6684)  loss_vfl_aux_3: 0.6709 (0.6539)  loss_vfl_aux_4: 0.6631 (0.6471)  loss_vfl_aux_5: 0.7436 (0.7273)  loss_vfl_dn_0: 0.4394 (0.4413)  loss_vfl_dn_1: 0.3751 (0.3757)  loss_vfl_dn_2: 0.3529 (0.3597)  loss_vfl_dn_3: 0.3451 (0.3527)  loss_vfl_dn_4: 0.3440 (0.3502)  loss_vfl_dn_5: 0.3436 (0.3495)  time: 0.4876  data: 0.0171  max mem: 5654
Epoch: [71]  [1900/7393]  eta: 0:45:07  lr: 0.000010  loss: 14.7915 (15.0245)  loss_bbox: 0.1564 (0.1439)  loss_bbox_aux_0: 0.1628 (0.1561)  loss_bbox_aux_1: 0.1629 (0.1493)  loss_bbox_aux_2: 0.1627 (0.1465)  loss_bbox_aux_3: 0.1673 (0.1447)  loss_bbox_aux_4: 0.1640 (0.1441)  loss_bbox_aux_5: 0.1946 (0.1898)  loss_bbox_dn_0: 0.2400 (0.2450)  loss_bbox_dn_1: 0.1805 (0.1770)  loss_bbox_dn_2: 0.1629 (0.1571)  loss_bbox_dn_3: 0.1589 (0.1514)  loss_bbox_dn_4: 0.1568 (0.1501)  loss_bbox_dn_5: 0.1568 (0.1501)  loss_giou: 0.4239 (0.4557)  loss_giou_aux_0: 0.4350 (0.4793)  loss_giou_aux_1: 0.4352 (0.4664)  loss_giou_aux_2: 0.4260 (0.4606)  loss_giou_aux_3: 0.4256 (0.4576)  loss_giou_aux_4: 0.4237 (0.4560)  loss_giou_aux_5: 0.4927 (0.5386)  loss_giou_dn_0: 0.5352 (0.5513)  loss_giou_dn_1: 0.4270 (0.4426)  loss_giou_dn_2: 0.3984 (0.4110)  loss_giou_dn_3: 0.3867 (0.4027)  loss_giou_dn_4: 0.3821 (0.4007)  loss_giou_dn_5: 0.3821 (0.4009)  loss_vfl: 0.6449 (0.6432)  loss_vfl_aux_0: 0.7335 (0.7348)  loss_vfl_aux_1: 0.7005 (0.6917)  loss_vfl_aux_2: 0.6645 (0.6681)  loss_vfl_aux_3: 0.6470 (0.6540)  loss_vfl_aux_4: 0.6513 (0.6469)  loss_vfl_aux_5: 0.7354 (0.7276)  loss_vfl_dn_0: 0.4483 (0.4414)  loss_vfl_dn_1: 0.3778 (0.3758)  loss_vfl_dn_2: 0.3646 (0.3598)  loss_vfl_dn_3: 0.3580 (0.3527)  loss_vfl_dn_4: 0.3550 (0.3503)  loss_vfl_dn_5: 0.3537 (0.3496)  time: 0.4872  data: 0.0165  max mem: 5654
Epoch: [71]  [2000/7393]  eta: 0:44:16  lr: 0.000010  loss: 15.1671 (15.0286)  loss_bbox: 0.1352 (0.1441)  loss_bbox_aux_0: 0.1564 (0.1564)  loss_bbox_aux_1: 0.1467 (0.1494)  loss_bbox_aux_2: 0.1397 (0.1467)  loss_bbox_aux_3: 0.1360 (0.1450)  loss_bbox_aux_4: 0.1324 (0.1443)  loss_bbox_aux_5: 0.1884 (0.1900)  loss_bbox_dn_0: 0.2518 (0.2453)  loss_bbox_dn_1: 0.1922 (0.1773)  loss_bbox_dn_2: 0.1617 (0.1574)  loss_bbox_dn_3: 0.1526 (0.1517)  loss_bbox_dn_4: 0.1521 (0.1504)  loss_bbox_dn_5: 0.1520 (0.1504)  loss_giou: 0.4289 (0.4555)  loss_giou_aux_0: 0.4547 (0.4789)  loss_giou_aux_1: 0.4351 (0.4660)  loss_giou_aux_2: 0.4266 (0.4604)  loss_giou_aux_3: 0.4274 (0.4574)  loss_giou_aux_4: 0.4318 (0.4558)  loss_giou_aux_5: 0.5081 (0.5382)  loss_giou_dn_0: 0.5553 (0.5513)  loss_giou_dn_1: 0.4480 (0.4427)  loss_giou_dn_2: 0.4145 (0.4110)  loss_giou_dn_3: 0.4056 (0.4027)  loss_giou_dn_4: 0.4020 (0.4006)  loss_giou_dn_5: 0.4020 (0.4008)  loss_vfl: 0.6276 (0.6433)  loss_vfl_aux_0: 0.7191 (0.7354)  loss_vfl_aux_1: 0.6944 (0.6923)  loss_vfl_aux_2: 0.6580 (0.6684)  loss_vfl_aux_3: 0.6456 (0.6542)  loss_vfl_aux_4: 0.6314 (0.6471)  loss_vfl_aux_5: 0.7246 (0.7283)  loss_vfl_dn_0: 0.4427 (0.4415)  loss_vfl_dn_1: 0.3776 (0.3758)  loss_vfl_dn_2: 0.3565 (0.3598)  loss_vfl_dn_3: 0.3525 (0.3528)  loss_vfl_dn_4: 0.3478 (0.3504)  loss_vfl_dn_5: 0.3464 (0.3496)  time: 0.4953  data: 0.0167  max mem: 5654
Epoch: [71]  [2100/7393]  eta: 0:43:25  lr: 0.000010  loss: 15.0649 (15.0274)  loss_bbox: 0.1327 (0.1437)  loss_bbox_aux_0: 0.1492 (0.1561)  loss_bbox_aux_1: 0.1351 (0.1491)  loss_bbox_aux_2: 0.1384 (0.1464)  loss_bbox_aux_3: 0.1335 (0.1446)  loss_bbox_aux_4: 0.1330 (0.1440)  loss_bbox_aux_5: 0.1761 (0.1896)  loss_bbox_dn_0: 0.2020 (0.2444)  loss_bbox_dn_1: 0.1440 (0.1766)  loss_bbox_dn_2: 0.1342 (0.1568)  loss_bbox_dn_3: 0.1302 (0.1511)  loss_bbox_dn_4: 0.1276 (0.1498)  loss_bbox_dn_5: 0.1275 (0.1498)  loss_giou: 0.4791 (0.4565)  loss_giou_aux_0: 0.5079 (0.4799)  loss_giou_aux_1: 0.4898 (0.4670)  loss_giou_aux_2: 0.4874 (0.4614)  loss_giou_aux_3: 0.4831 (0.4583)  loss_giou_aux_4: 0.4817 (0.4568)  loss_giou_aux_5: 0.5796 (0.5393)  loss_giou_dn_0: 0.5449 (0.5518)  loss_giou_dn_1: 0.4388 (0.4432)  loss_giou_dn_2: 0.4166 (0.4116)  loss_giou_dn_3: 0.4054 (0.4033)  loss_giou_dn_4: 0.4037 (0.4012)  loss_giou_dn_5: 0.4041 (0.4014)  loss_vfl: 0.6331 (0.6426)  loss_vfl_aux_0: 0.7402 (0.7342)  loss_vfl_aux_1: 0.6728 (0.6913)  loss_vfl_aux_2: 0.6434 (0.6676)  loss_vfl_aux_3: 0.6415 (0.6536)  loss_vfl_aux_4: 0.6354 (0.6464)  loss_vfl_aux_5: 0.7184 (0.7275)  loss_vfl_dn_0: 0.4406 (0.4415)  loss_vfl_dn_1: 0.3808 (0.3759)  loss_vfl_dn_2: 0.3562 (0.3599)  loss_vfl_dn_3: 0.3492 (0.3529)  loss_vfl_dn_4: 0.3449 (0.3504)  loss_vfl_dn_5: 0.3457 (0.3497)  time: 0.4833  data: 0.0171  max mem: 5654
Epoch: [71]  [2200/7393]  eta: 0:42:33  lr: 0.000010  loss: 14.6823 (15.0253)  loss_bbox: 0.1377 (0.1437)  loss_bbox_aux_0: 0.1449 (0.1561)  loss_bbox_aux_1: 0.1447 (0.1491)  loss_bbox_aux_2: 0.1378 (0.1464)  loss_bbox_aux_3: 0.1403 (0.1447)  loss_bbox_aux_4: 0.1402 (0.1439)  loss_bbox_aux_5: 0.1824 (0.1896)  loss_bbox_dn_0: 0.2390 (0.2447)  loss_bbox_dn_1: 0.1765 (0.1768)  loss_bbox_dn_2: 0.1536 (0.1569)  loss_bbox_dn_3: 0.1475 (0.1512)  loss_bbox_dn_4: 0.1460 (0.1499)  loss_bbox_dn_5: 0.1461 (0.1499)  loss_giou: 0.4349 (0.4562)  loss_giou_aux_0: 0.4565 (0.4796)  loss_giou_aux_1: 0.4357 (0.4666)  loss_giou_aux_2: 0.4408 (0.4611)  loss_giou_aux_3: 0.4246 (0.4580)  loss_giou_aux_4: 0.4245 (0.4565)  loss_giou_aux_5: 0.5066 (0.5391)  loss_giou_dn_0: 0.5338 (0.5516)  loss_giou_dn_1: 0.4298 (0.4430)  loss_giou_dn_2: 0.3925 (0.4114)  loss_giou_dn_3: 0.3868 (0.4031)  loss_giou_dn_4: 0.3857 (0.4010)  loss_giou_dn_5: 0.3857 (0.4012)  loss_vfl: 0.6139 (0.6427)  loss_vfl_aux_0: 0.7142 (0.7345)  loss_vfl_aux_1: 0.6752 (0.6916)  loss_vfl_aux_2: 0.6452 (0.6676)  loss_vfl_aux_3: 0.6383 (0.6536)  loss_vfl_aux_4: 0.6291 (0.6465)  loss_vfl_aux_5: 0.7188 (0.7277)  loss_vfl_dn_0: 0.4316 (0.4414)  loss_vfl_dn_1: 0.3710 (0.3758)  loss_vfl_dn_2: 0.3563 (0.3599)  loss_vfl_dn_3: 0.3510 (0.3528)  loss_vfl_dn_4: 0.3484 (0.3504)  loss_vfl_dn_5: 0.3466 (0.3496)  time: 0.4795  data: 0.0165  max mem: 5654
Epoch: [71]  [2300/7393]  eta: 0:41:41  lr: 0.000010  loss: 14.9373 (15.0285)  loss_bbox: 0.1378 (0.1437)  loss_bbox_aux_0: 0.1515 (0.1560)  loss_bbox_aux_1: 0.1413 (0.1490)  loss_bbox_aux_2: 0.1415 (0.1463)  loss_bbox_aux_3: 0.1376 (0.1446)  loss_bbox_aux_4: 0.1351 (0.1439)  loss_bbox_aux_5: 0.2022 (0.1896)  loss_bbox_dn_0: 0.2460 (0.2448)  loss_bbox_dn_1: 0.1888 (0.1768)  loss_bbox_dn_2: 0.1666 (0.1570)  loss_bbox_dn_3: 0.1601 (0.1513)  loss_bbox_dn_4: 0.1591 (0.1500)  loss_bbox_dn_5: 0.1591 (0.1500)  loss_giou: 0.4373 (0.4562)  loss_giou_aux_0: 0.4432 (0.4795)  loss_giou_aux_1: 0.4398 (0.4666)  loss_giou_aux_2: 0.4463 (0.4611)  loss_giou_aux_3: 0.4390 (0.4579)  loss_giou_aux_4: 0.4373 (0.4565)  loss_giou_aux_5: 0.5093 (0.5390)  loss_giou_dn_0: 0.5383 (0.5515)  loss_giou_dn_1: 0.4227 (0.4429)  loss_giou_dn_2: 0.4021 (0.4112)  loss_giou_dn_3: 0.3947 (0.4030)  loss_giou_dn_4: 0.3899 (0.4009)  loss_giou_dn_5: 0.3900 (0.4011)  loss_vfl: 0.6660 (0.6432)  loss_vfl_aux_0: 0.7379 (0.7351)  loss_vfl_aux_1: 0.7073 (0.6921)  loss_vfl_aux_2: 0.6744 (0.6682)  loss_vfl_aux_3: 0.6709 (0.6543)  loss_vfl_aux_4: 0.6819 (0.6470)  loss_vfl_aux_5: 0.7377 (0.7282)  loss_vfl_dn_0: 0.4453 (0.4414)  loss_vfl_dn_1: 0.3718 (0.3759)  loss_vfl_dn_2: 0.3569 (0.3599)  loss_vfl_dn_3: 0.3544 (0.3529)  loss_vfl_dn_4: 0.3529 (0.3504)  loss_vfl_dn_5: 0.3520 (0.3496)  time: 0.4862  data: 0.0169  max mem: 5654
Epoch: [71]  [2400/7393]  eta: 0:40:50  lr: 0.000010  loss: 15.4626 (15.0315)  loss_bbox: 0.1231 (0.1438)  loss_bbox_aux_0: 0.1359 (0.1560)  loss_bbox_aux_1: 0.1290 (0.1490)  loss_bbox_aux_2: 0.1223 (0.1464)  loss_bbox_aux_3: 0.1240 (0.1446)  loss_bbox_aux_4: 0.1246 (0.1440)  loss_bbox_aux_5: 0.1622 (0.1895)  loss_bbox_dn_0: 0.2148 (0.2446)  loss_bbox_dn_1: 0.1550 (0.1767)  loss_bbox_dn_2: 0.1374 (0.1569)  loss_bbox_dn_3: 0.1326 (0.1512)  loss_bbox_dn_4: 0.1311 (0.1499)  loss_bbox_dn_5: 0.1311 (0.1499)  loss_giou: 0.4746 (0.4568)  loss_giou_aux_0: 0.4873 (0.4799)  loss_giou_aux_1: 0.4724 (0.4670)  loss_giou_aux_2: 0.4679 (0.4615)  loss_giou_aux_3: 0.4662 (0.4584)  loss_giou_aux_4: 0.4601 (0.4570)  loss_giou_aux_5: 0.5564 (0.5394)  loss_giou_dn_0: 0.5771 (0.5520)  loss_giou_dn_1: 0.4550 (0.4433)  loss_giou_dn_2: 0.4305 (0.4116)  loss_giou_dn_3: 0.4205 (0.4033)  loss_giou_dn_4: 0.4189 (0.4012)  loss_giou_dn_5: 0.4189 (0.4014)  loss_vfl: 0.6198 (0.6428)  loss_vfl_aux_0: 0.7113 (0.7347)  loss_vfl_aux_1: 0.6676 (0.6918)  loss_vfl_aux_2: 0.6461 (0.6678)  loss_vfl_aux_3: 0.6289 (0.6540)  loss_vfl_aux_4: 0.6222 (0.6467)  loss_vfl_aux_5: 0.7226 (0.7282)  loss_vfl_dn_0: 0.4441 (0.4414)  loss_vfl_dn_1: 0.3872 (0.3760)  loss_vfl_dn_2: 0.3717 (0.3600)  loss_vfl_dn_3: 0.3644 (0.3529)  loss_vfl_dn_4: 0.3628 (0.3504)  loss_vfl_dn_5: 0.3606 (0.3497)  time: 0.4771  data: 0.0170  max mem: 5654
Epoch: [71]  [2500/7393]  eta: 0:39:59  lr: 0.000010  loss: 14.3948 (15.0301)  loss_bbox: 0.1346 (0.1438)  loss_bbox_aux_0: 0.1581 (0.1559)  loss_bbox_aux_1: 0.1471 (0.1489)  loss_bbox_aux_2: 0.1398 (0.1464)  loss_bbox_aux_3: 0.1458 (0.1447)  loss_bbox_aux_4: 0.1346 (0.1440)  loss_bbox_aux_5: 0.1842 (0.1893)  loss_bbox_dn_0: 0.2161 (0.2444)  loss_bbox_dn_1: 0.1633 (0.1766)  loss_bbox_dn_2: 0.1394 (0.1567)  loss_bbox_dn_3: 0.1281 (0.1510)  loss_bbox_dn_4: 0.1292 (0.1497)  loss_bbox_dn_5: 0.1292 (0.1497)  loss_giou: 0.4176 (0.4572)  loss_giou_aux_0: 0.4422 (0.4801)  loss_giou_aux_1: 0.4267 (0.4672)  loss_giou_aux_2: 0.4274 (0.4619)  loss_giou_aux_3: 0.4253 (0.4588)  loss_giou_aux_4: 0.4181 (0.4574)  loss_giou_aux_5: 0.5087 (0.5397)  loss_giou_dn_0: 0.5330 (0.5522)  loss_giou_dn_1: 0.4193 (0.4435)  loss_giou_dn_2: 0.3838 (0.4118)  loss_giou_dn_3: 0.3755 (0.4035)  loss_giou_dn_4: 0.3748 (0.4014)  loss_giou_dn_5: 0.3749 (0.4015)  loss_vfl: 0.6032 (0.6421)  loss_vfl_aux_0: 0.7049 (0.7344)  loss_vfl_aux_1: 0.6491 (0.6915)  loss_vfl_aux_2: 0.6335 (0.6671)  loss_vfl_aux_3: 0.6159 (0.6534)  loss_vfl_aux_4: 0.6039 (0.6460)  loss_vfl_aux_5: 0.6987 (0.7280)  loss_vfl_dn_0: 0.4360 (0.4414)  loss_vfl_dn_1: 0.3718 (0.3760)  loss_vfl_dn_2: 0.3571 (0.3600)  loss_vfl_dn_3: 0.3496 (0.3529)  loss_vfl_dn_4: 0.3455 (0.3504)  loss_vfl_dn_5: 0.3472 (0.3497)  time: 0.4864  data: 0.0168  max mem: 5654
Epoch: [71]  [2600/7393]  eta: 0:39:08  lr: 0.000010  loss: 15.2324 (15.0335)  loss_bbox: 0.1424 (0.1440)  loss_bbox_aux_0: 0.1589 (0.1560)  loss_bbox_aux_1: 0.1433 (0.1490)  loss_bbox_aux_2: 0.1449 (0.1465)  loss_bbox_aux_3: 0.1452 (0.1448)  loss_bbox_aux_4: 0.1428 (0.1441)  loss_bbox_aux_5: 0.1831 (0.1896)  loss_bbox_dn_0: 0.2274 (0.2446)  loss_bbox_dn_1: 0.1696 (0.1767)  loss_bbox_dn_2: 0.1412 (0.1568)  loss_bbox_dn_3: 0.1414 (0.1511)  loss_bbox_dn_4: 0.1410 (0.1498)  loss_bbox_dn_5: 0.1410 (0.1498)  loss_giou: 0.4689 (0.4576)  loss_giou_aux_0: 0.4871 (0.4804)  loss_giou_aux_1: 0.4713 (0.4675)  loss_giou_aux_2: 0.4711 (0.4622)  loss_giou_aux_3: 0.4688 (0.4592)  loss_giou_aux_4: 0.4611 (0.4577)  loss_giou_aux_5: 0.5466 (0.5401)  loss_giou_dn_0: 0.5622 (0.5524)  loss_giou_dn_1: 0.4619 (0.4437)  loss_giou_dn_2: 0.4309 (0.4120)  loss_giou_dn_3: 0.4234 (0.4037)  loss_giou_dn_4: 0.4206 (0.4016)  loss_giou_dn_5: 0.4202 (0.4018)  loss_vfl: 0.5993 (0.6418)  loss_vfl_aux_0: 0.7028 (0.7341)  loss_vfl_aux_1: 0.6587 (0.6913)  loss_vfl_aux_2: 0.6337 (0.6668)  loss_vfl_aux_3: 0.6270 (0.6531)  loss_vfl_aux_4: 0.6053 (0.6457)  loss_vfl_aux_5: 0.6920 (0.7276)  loss_vfl_dn_0: 0.4443 (0.4414)  loss_vfl_dn_1: 0.3791 (0.3760)  loss_vfl_dn_2: 0.3619 (0.3600)  loss_vfl_dn_3: 0.3520 (0.3530)  loss_vfl_dn_4: 0.3504 (0.3505)  loss_vfl_dn_5: 0.3491 (0.3497)  time: 0.4765  data: 0.0169  max mem: 5654
Epoch: [71]  [2700/7393]  eta: 0:38:33  lr: 0.000010  loss: 15.2041 (15.0389)  loss_bbox: 0.1448 (0.1440)  loss_bbox_aux_0: 0.1626 (0.1561)  loss_bbox_aux_1: 0.1507 (0.1491)  loss_bbox_aux_2: 0.1449 (0.1466)  loss_bbox_aux_3: 0.1528 (0.1449)  loss_bbox_aux_4: 0.1453 (0.1442)  loss_bbox_aux_5: 0.2037 (0.1897)  loss_bbox_dn_0: 0.2555 (0.2448)  loss_bbox_dn_1: 0.1887 (0.1768)  loss_bbox_dn_2: 0.1733 (0.1569)  loss_bbox_dn_3: 0.1672 (0.1512)  loss_bbox_dn_4: 0.1667 (0.1499)  loss_bbox_dn_5: 0.1668 (0.1499)  loss_giou: 0.3979 (0.4577)  loss_giou_aux_0: 0.4324 (0.4806)  loss_giou_aux_1: 0.4281 (0.4677)  loss_giou_aux_2: 0.4084 (0.4623)  loss_giou_aux_3: 0.4026 (0.4593)  loss_giou_aux_4: 0.3985 (0.4579)  loss_giou_aux_5: 0.4907 (0.5403)  loss_giou_dn_0: 0.5367 (0.5524)  loss_giou_dn_1: 0.4306 (0.4438)  loss_giou_dn_2: 0.4039 (0.4121)  loss_giou_dn_3: 0.3920 (0.4038)  loss_giou_dn_4: 0.3888 (0.4017)  loss_giou_dn_5: 0.3889 (0.4019)  loss_vfl: 0.6577 (0.6422)  loss_vfl_aux_0: 0.7583 (0.7345)  loss_vfl_aux_1: 0.7139 (0.6915)  loss_vfl_aux_2: 0.7021 (0.6671)  loss_vfl_aux_3: 0.6770 (0.6534)  loss_vfl_aux_4: 0.6678 (0.6461)  loss_vfl_aux_5: 0.7526 (0.7281)  loss_vfl_dn_0: 0.4421 (0.4414)  loss_vfl_dn_1: 0.3740 (0.3760)  loss_vfl_dn_2: 0.3549 (0.3600)  loss_vfl_dn_3: 0.3503 (0.3529)  loss_vfl_dn_4: 0.3489 (0.3504)  loss_vfl_dn_5: 0.3488 (0.3497)  time: 0.4920  data: 0.0167  max mem: 5654
Epoch: [71]  [2800/7393]  eta: 0:37:58  lr: 0.000010  loss: 14.8630 (15.0413)  loss_bbox: 0.1384 (0.1440)  loss_bbox_aux_0: 0.1544 (0.1561)  loss_bbox_aux_1: 0.1429 (0.1491)  loss_bbox_aux_2: 0.1376 (0.1465)  loss_bbox_aux_3: 0.1373 (0.1449)  loss_bbox_aux_4: 0.1383 (0.1442)  loss_bbox_aux_5: 0.1815 (0.1897)  loss_bbox_dn_0: 0.2443 (0.2448)  loss_bbox_dn_1: 0.1726 (0.1768)  loss_bbox_dn_2: 0.1500 (0.1569)  loss_bbox_dn_3: 0.1447 (0.1512)  loss_bbox_dn_4: 0.1432 (0.1499)  loss_bbox_dn_5: 0.1432 (0.1499)  loss_giou: 0.4231 (0.4579)  loss_giou_aux_0: 0.4538 (0.4809)  loss_giou_aux_1: 0.4476 (0.4679)  loss_giou_aux_2: 0.4260 (0.4625)  loss_giou_aux_3: 0.4229 (0.4595)  loss_giou_aux_4: 0.4231 (0.4581)  loss_giou_aux_5: 0.4992 (0.5405)  loss_giou_dn_0: 0.5346 (0.5526)  loss_giou_dn_1: 0.4319 (0.4440)  loss_giou_dn_2: 0.4050 (0.4123)  loss_giou_dn_3: 0.3933 (0.4040)  loss_giou_dn_4: 0.3912 (0.4019)  loss_giou_dn_5: 0.3911 (0.4021)  loss_vfl: 0.6464 (0.6422)  loss_vfl_aux_0: 0.7119 (0.7342)  loss_vfl_aux_1: 0.6858 (0.6915)  loss_vfl_aux_2: 0.6796 (0.6671)  loss_vfl_aux_3: 0.6612 (0.6534)  loss_vfl_aux_4: 0.6516 (0.6461)  loss_vfl_aux_5: 0.7338 (0.7280)  loss_vfl_dn_0: 0.4386 (0.4414)  loss_vfl_dn_1: 0.3810 (0.3760)  loss_vfl_dn_2: 0.3642 (0.3600)  loss_vfl_dn_3: 0.3571 (0.3529)  loss_vfl_dn_4: 0.3546 (0.3505)  loss_vfl_dn_5: 0.3543 (0.3497)  time: 0.4781  data: 0.0165  max mem: 5654
Epoch: [71]  [2900/7393]  eta: 0:37:06  lr: 0.000010  loss: 14.4925 (15.0477)  loss_bbox: 0.1372 (0.1439)  loss_bbox_aux_0: 0.1595 (0.1561)  loss_bbox_aux_1: 0.1559 (0.1490)  loss_bbox_aux_2: 0.1470 (0.1465)  loss_bbox_aux_3: 0.1423 (0.1448)  loss_bbox_aux_4: 0.1404 (0.1441)  loss_bbox_aux_5: 0.1886 (0.1898)  loss_bbox_dn_0: 0.2383 (0.2447)  loss_bbox_dn_1: 0.1695 (0.1768)  loss_bbox_dn_2: 0.1528 (0.1569)  loss_bbox_dn_3: 0.1445 (0.1512)  loss_bbox_dn_4: 0.1426 (0.1499)  loss_bbox_dn_5: 0.1426 (0.1499)  loss_giou: 0.3964 (0.4582)  loss_giou_aux_0: 0.4359 (0.4813)  loss_giou_aux_1: 0.4123 (0.4682)  loss_giou_aux_2: 0.3976 (0.4628)  loss_giou_aux_3: 0.3972 (0.4599)  loss_giou_aux_4: 0.3960 (0.4584)  loss_giou_aux_5: 0.5107 (0.5410)  loss_giou_dn_0: 0.5355 (0.5529)  loss_giou_dn_1: 0.4114 (0.4443)  loss_giou_dn_2: 0.3761 (0.4126)  loss_giou_dn_3: 0.3651 (0.4043)  loss_giou_dn_4: 0.3613 (0.4022)  loss_giou_dn_5: 0.3615 (0.4024)  loss_vfl: 0.6589 (0.6426)  loss_vfl_aux_0: 0.7779 (0.7344)  loss_vfl_aux_1: 0.7069 (0.6919)  loss_vfl_aux_2: 0.6884 (0.6676)  loss_vfl_aux_3: 0.6670 (0.6537)  loss_vfl_aux_4: 0.6542 (0.6465)  loss_vfl_aux_5: 0.7352 (0.7281)  loss_vfl_dn_0: 0.4464 (0.4414)  loss_vfl_dn_1: 0.3765 (0.3760)  loss_vfl_dn_2: 0.3608 (0.3600)  loss_vfl_dn_3: 0.3543 (0.3530)  loss_vfl_dn_4: 0.3526 (0.3505)  loss_vfl_dn_5: 0.3519 (0.3498)  time: 0.4833  data: 0.0169  max mem: 5654
Epoch: [71]  [3000/7393]  eta: 0:36:28  lr: 0.000010  loss: 14.9424 (15.0432)  loss_bbox: 0.1413 (0.1441)  loss_bbox_aux_0: 0.1535 (0.1563)  loss_bbox_aux_1: 0.1489 (0.1492)  loss_bbox_aux_2: 0.1379 (0.1466)  loss_bbox_aux_3: 0.1369 (0.1449)  loss_bbox_aux_4: 0.1418 (0.1442)  loss_bbox_aux_5: 0.1899 (0.1899)  loss_bbox_dn_0: 0.2430 (0.2449)  loss_bbox_dn_1: 0.1828 (0.1770)  loss_bbox_dn_2: 0.1647 (0.1571)  loss_bbox_dn_3: 0.1660 (0.1514)  loss_bbox_dn_4: 0.1575 (0.1500)  loss_bbox_dn_5: 0.1575 (0.1500)  loss_giou: 0.4525 (0.4579)  loss_giou_aux_0: 0.4851 (0.4810)  loss_giou_aux_1: 0.4523 (0.4679)  loss_giou_aux_2: 0.4541 (0.4625)  loss_giou_aux_3: 0.4490 (0.4596)  loss_giou_aux_4: 0.4554 (0.4581)  loss_giou_aux_5: 0.5305 (0.5406)  loss_giou_dn_0: 0.5503 (0.5526)  loss_giou_dn_1: 0.4415 (0.4440)  loss_giou_dn_2: 0.4076 (0.4123)  loss_giou_dn_3: 0.3993 (0.4040)  loss_giou_dn_4: 0.3987 (0.4019)  loss_giou_dn_5: 0.3988 (0.4021)  loss_vfl: 0.6279 (0.6422)  loss_vfl_aux_0: 0.7406 (0.7343)  loss_vfl_aux_1: 0.6883 (0.6915)  loss_vfl_aux_2: 0.6631 (0.6672)  loss_vfl_aux_3: 0.6451 (0.6533)  loss_vfl_aux_4: 0.6339 (0.6461)  loss_vfl_aux_5: 0.7190 (0.7279)  loss_vfl_dn_0: 0.4412 (0.4414)  loss_vfl_dn_1: 0.3776 (0.3760)  loss_vfl_dn_2: 0.3625 (0.3599)  loss_vfl_dn_3: 0.3569 (0.3529)  loss_vfl_dn_4: 0.3564 (0.3504)  loss_vfl_dn_5: 0.3548 (0.3497)  time: 0.4847  data: 0.0167  max mem: 5654
Epoch: [71]  [3100/7393]  eta: 0:35:36  lr: 0.000010  loss: 15.0492 (15.0438)  loss_bbox: 0.1349 (0.1438)  loss_bbox_aux_0: 0.1404 (0.1560)  loss_bbox_aux_1: 0.1408 (0.1490)  loss_bbox_aux_2: 0.1395 (0.1464)  loss_bbox_aux_3: 0.1365 (0.1447)  loss_bbox_aux_4: 0.1299 (0.1440)  loss_bbox_aux_5: 0.1857 (0.1897)  loss_bbox_dn_0: 0.2642 (0.2446)  loss_bbox_dn_1: 0.1842 (0.1768)  loss_bbox_dn_2: 0.1633 (0.1569)  loss_bbox_dn_3: 0.1550 (0.1512)  loss_bbox_dn_4: 0.1547 (0.1499)  loss_bbox_dn_5: 0.1547 (0.1499)  loss_giou: 0.4191 (0.4581)  loss_giou_aux_0: 0.4313 (0.4812)  loss_giou_aux_1: 0.4353 (0.4682)  loss_giou_aux_2: 0.4125 (0.4626)  loss_giou_aux_3: 0.4246 (0.4597)  loss_giou_aux_4: 0.4246 (0.4583)  loss_giou_aux_5: 0.4899 (0.5409)  loss_giou_dn_0: 0.5508 (0.5530)  loss_giou_dn_1: 0.4494 (0.4444)  loss_giou_dn_2: 0.4081 (0.4127)  loss_giou_dn_3: 0.3904 (0.4044)  loss_giou_dn_4: 0.3885 (0.4023)  loss_giou_dn_5: 0.3887 (0.4025)  loss_vfl: 0.6521 (0.6422)  loss_vfl_aux_0: 0.7103 (0.7340)  loss_vfl_aux_1: 0.6849 (0.6913)  loss_vfl_aux_2: 0.6781 (0.6673)  loss_vfl_aux_3: 0.6566 (0.6534)  loss_vfl_aux_4: 0.6422 (0.6461)  loss_vfl_aux_5: 0.7224 (0.7276)  loss_vfl_dn_0: 0.4431 (0.4413)  loss_vfl_dn_1: 0.3753 (0.3760)  loss_vfl_dn_2: 0.3585 (0.3600)  loss_vfl_dn_3: 0.3526 (0.3530)  loss_vfl_dn_4: 0.3472 (0.3505)  loss_vfl_dn_5: 0.3472 (0.3497)  time: 0.4649  data: 0.0170  max mem: 5654
Epoch: [71]  [3200/7393]  eta: 0:34:44  lr: 0.000010  loss: 14.4468 (15.0402)  loss_bbox: 0.1480 (0.1439)  loss_bbox_aux_0: 0.1512 (0.1560)  loss_bbox_aux_1: 0.1488 (0.1490)  loss_bbox_aux_2: 0.1478 (0.1464)  loss_bbox_aux_3: 0.1489 (0.1447)  loss_bbox_aux_4: 0.1466 (0.1440)  loss_bbox_aux_5: 0.1832 (0.1897)  loss_bbox_dn_0: 0.2288 (0.2444)  loss_bbox_dn_1: 0.1602 (0.1766)  loss_bbox_dn_2: 0.1435 (0.1568)  loss_bbox_dn_3: 0.1434 (0.1511)  loss_bbox_dn_4: 0.1396 (0.1498)  loss_bbox_dn_5: 0.1396 (0.1498)  loss_giou: 0.4319 (0.4580)  loss_giou_aux_0: 0.4563 (0.4812)  loss_giou_aux_1: 0.4372 (0.4680)  loss_giou_aux_2: 0.4306 (0.4625)  loss_giou_aux_3: 0.4261 (0.4596)  loss_giou_aux_4: 0.4288 (0.4582)  loss_giou_aux_5: 0.5114 (0.5408)  loss_giou_dn_0: 0.5229 (0.5528)  loss_giou_dn_1: 0.4145 (0.4442)  loss_giou_dn_2: 0.3906 (0.4125)  loss_giou_dn_3: 0.3788 (0.4043)  loss_giou_dn_4: 0.3787 (0.4022)  loss_giou_dn_5: 0.3786 (0.4023)  loss_vfl: 0.6040 (0.6420)  loss_vfl_aux_0: 0.7200 (0.7339)  loss_vfl_aux_1: 0.6559 (0.6913)  loss_vfl_aux_2: 0.6274 (0.6671)  loss_vfl_aux_3: 0.6232 (0.6533)  loss_vfl_aux_4: 0.6066 (0.6459)  loss_vfl_aux_5: 0.7084 (0.7273)  loss_vfl_dn_0: 0.4401 (0.4414)  loss_vfl_dn_1: 0.3756 (0.3760)  loss_vfl_dn_2: 0.3589 (0.3600)  loss_vfl_dn_3: 0.3502 (0.3530)  loss_vfl_dn_4: 0.3483 (0.3505)  loss_vfl_dn_5: 0.3475 (0.3497)  time: 0.4835  data: 0.0170  max mem: 5654
Epoch: [71]  [3300/7393]  eta: 0:33:52  lr: 0.000010  loss: 15.6442 (15.0472)  loss_bbox: 0.1438 (0.1439)  loss_bbox_aux_0: 0.1706 (0.1561)  loss_bbox_aux_1: 0.1560 (0.1490)  loss_bbox_aux_2: 0.1527 (0.1463)  loss_bbox_aux_3: 0.1551 (0.1447)  loss_bbox_aux_4: 0.1431 (0.1440)  loss_bbox_aux_5: 0.2063 (0.1897)  loss_bbox_dn_0: 0.2408 (0.2443)  loss_bbox_dn_1: 0.1799 (0.1767)  loss_bbox_dn_2: 0.1621 (0.1569)  loss_bbox_dn_3: 0.1581 (0.1512)  loss_bbox_dn_4: 0.1564 (0.1499)  loss_bbox_dn_5: 0.1564 (0.1499)  loss_giou: 0.4642 (0.4583)  loss_giou_aux_0: 0.4975 (0.4815)  loss_giou_aux_1: 0.4763 (0.4683)  loss_giou_aux_2: 0.4707 (0.4628)  loss_giou_aux_3: 0.4729 (0.4599)  loss_giou_aux_4: 0.4653 (0.4585)  loss_giou_aux_5: 0.5579 (0.5411)  loss_giou_dn_0: 0.5662 (0.5532)  loss_giou_dn_1: 0.4606 (0.4446)  loss_giou_dn_2: 0.4304 (0.4129)  loss_giou_dn_3: 0.4185 (0.4046)  loss_giou_dn_4: 0.4170 (0.4025)  loss_giou_dn_5: 0.4175 (0.4027)  loss_vfl: 0.6611 (0.6424)  loss_vfl_aux_0: 0.7394 (0.7340)  loss_vfl_aux_1: 0.7174 (0.6915)  loss_vfl_aux_2: 0.6718 (0.6674)  loss_vfl_aux_3: 0.6793 (0.6537)  loss_vfl_aux_4: 0.6715 (0.6464)  loss_vfl_aux_5: 0.7320 (0.7273)  loss_vfl_dn_0: 0.4376 (0.4414)  loss_vfl_dn_1: 0.3794 (0.3762)  loss_vfl_dn_2: 0.3637 (0.3601)  loss_vfl_dn_3: 0.3565 (0.3531)  loss_vfl_dn_4: 0.3546 (0.3506)  loss_vfl_dn_5: 0.3542 (0.3499)  time: 0.4923  data: 0.0168  max mem: 5654
Epoch: [71]  [3400/7393]  eta: 0:33:01  lr: 0.000010  loss: 15.2740 (15.0464)  loss_bbox: 0.1446 (0.1439)  loss_bbox_aux_0: 0.1531 (0.1561)  loss_bbox_aux_1: 0.1418 (0.1490)  loss_bbox_aux_2: 0.1398 (0.1464)  loss_bbox_aux_3: 0.1451 (0.1447)  loss_bbox_aux_4: 0.1446 (0.1440)  loss_bbox_aux_5: 0.1957 (0.1898)  loss_bbox_dn_0: 0.2301 (0.2446)  loss_bbox_dn_1: 0.1600 (0.1769)  loss_bbox_dn_2: 0.1450 (0.1570)  loss_bbox_dn_3: 0.1419 (0.1514)  loss_bbox_dn_4: 0.1404 (0.1501)  loss_bbox_dn_5: 0.1404 (0.1501)  loss_giou: 0.4279 (0.4576)  loss_giou_aux_0: 0.4556 (0.4808)  loss_giou_aux_1: 0.4434 (0.4676)  loss_giou_aux_2: 0.4487 (0.4621)  loss_giou_aux_3: 0.4403 (0.4592)  loss_giou_aux_4: 0.4348 (0.4578)  loss_giou_aux_5: 0.5288 (0.5404)  loss_giou_dn_0: 0.5768 (0.5529)  loss_giou_dn_1: 0.4513 (0.4443)  loss_giou_dn_2: 0.4131 (0.4126)  loss_giou_dn_3: 0.4057 (0.4043)  loss_giou_dn_4: 0.4017 (0.4022)  loss_giou_dn_5: 0.4017 (0.4024)  loss_vfl: 0.6354 (0.6430)  loss_vfl_aux_0: 0.7128 (0.7345)  loss_vfl_aux_1: 0.6859 (0.6921)  loss_vfl_aux_2: 0.6499 (0.6680)  loss_vfl_aux_3: 0.6359 (0.6542)  loss_vfl_aux_4: 0.6358 (0.6469)  loss_vfl_aux_5: 0.7274 (0.7279)  loss_vfl_dn_0: 0.4380 (0.4415)  loss_vfl_dn_1: 0.3697 (0.3762)  loss_vfl_dn_2: 0.3551 (0.3601)  loss_vfl_dn_3: 0.3512 (0.3531)  loss_vfl_dn_4: 0.3507 (0.3506)  loss_vfl_dn_5: 0.3493 (0.3498)  time: 0.4784  data: 0.0168  max mem: 5654
Epoch: [71]  [3500/7393]  eta: 0:32:11  lr: 0.000010  loss: 15.0622 (15.0412)  loss_bbox: 0.1349 (0.1439)  loss_bbox_aux_0: 0.1401 (0.1561)  loss_bbox_aux_1: 0.1328 (0.1490)  loss_bbox_aux_2: 0.1255 (0.1463)  loss_bbox_aux_3: 0.1368 (0.1447)  loss_bbox_aux_4: 0.1349 (0.1440)  loss_bbox_aux_5: 0.1658 (0.1898)  loss_bbox_dn_0: 0.2302 (0.2447)  loss_bbox_dn_1: 0.1655 (0.1769)  loss_bbox_dn_2: 0.1495 (0.1571)  loss_bbox_dn_3: 0.1459 (0.1514)  loss_bbox_dn_4: 0.1435 (0.1501)  loss_bbox_dn_5: 0.1436 (0.1501)  loss_giou: 0.4414 (0.4572)  loss_giou_aux_0: 0.4753 (0.4804)  loss_giou_aux_1: 0.4615 (0.4671)  loss_giou_aux_2: 0.4525 (0.4616)  loss_giou_aux_3: 0.4457 (0.4588)  loss_giou_aux_4: 0.4415 (0.4574)  loss_giou_aux_5: 0.5245 (0.5400)  loss_giou_dn_0: 0.5519 (0.5527)  loss_giou_dn_1: 0.4396 (0.4441)  loss_giou_dn_2: 0.4072 (0.4124)  loss_giou_dn_3: 0.3985 (0.4040)  loss_giou_dn_4: 0.3953 (0.4019)  loss_giou_dn_5: 0.3955 (0.4021)  loss_vfl: 0.6319 (0.6428)  loss_vfl_aux_0: 0.7385 (0.7347)  loss_vfl_aux_1: 0.6754 (0.6920)  loss_vfl_aux_2: 0.6618 (0.6681)  loss_vfl_aux_3: 0.6389 (0.6541)  loss_vfl_aux_4: 0.6334 (0.6468)  loss_vfl_aux_5: 0.7309 (0.7283)  loss_vfl_dn_0: 0.4407 (0.4414)  loss_vfl_dn_1: 0.3766 (0.3761)  loss_vfl_dn_2: 0.3671 (0.3600)  loss_vfl_dn_3: 0.3586 (0.3530)  loss_vfl_dn_4: 0.3560 (0.3505)  loss_vfl_dn_5: 0.3544 (0.3498)  time: 0.4885  data: 0.0172  max mem: 5654
Epoch: [71]  [3600/7393]  eta: 0:31:19  lr: 0.000010  loss: 15.1118 (15.0500)  loss_bbox: 0.1392 (0.1440)  loss_bbox_aux_0: 0.1522 (0.1562)  loss_bbox_aux_1: 0.1442 (0.1491)  loss_bbox_aux_2: 0.1423 (0.1464)  loss_bbox_aux_3: 0.1441 (0.1448)  loss_bbox_aux_4: 0.1355 (0.1441)  loss_bbox_aux_5: 0.1856 (0.1899)  loss_bbox_dn_0: 0.2229 (0.2449)  loss_bbox_dn_1: 0.1594 (0.1771)  loss_bbox_dn_2: 0.1480 (0.1573)  loss_bbox_dn_3: 0.1468 (0.1516)  loss_bbox_dn_4: 0.1464 (0.1503)  loss_bbox_dn_5: 0.1464 (0.1503)  loss_giou: 0.4819 (0.4575)  loss_giou_aux_0: 0.4936 (0.4806)  loss_giou_aux_1: 0.4697 (0.4674)  loss_giou_aux_2: 0.4887 (0.4619)  loss_giou_aux_3: 0.4821 (0.4591)  loss_giou_aux_4: 0.4856 (0.4577)  loss_giou_aux_5: 0.5470 (0.5402)  loss_giou_dn_0: 0.5620 (0.5529)  loss_giou_dn_1: 0.4506 (0.4443)  loss_giou_dn_2: 0.4152 (0.4126)  loss_giou_dn_3: 0.4077 (0.4043)  loss_giou_dn_4: 0.4069 (0.4022)  loss_giou_dn_5: 0.4068 (0.4024)  loss_vfl: 0.6434 (0.6431)  loss_vfl_aux_0: 0.7119 (0.7350)  loss_vfl_aux_1: 0.6757 (0.6926)  loss_vfl_aux_2: 0.6642 (0.6685)  loss_vfl_aux_3: 0.6449 (0.6543)  loss_vfl_aux_4: 0.6430 (0.6471)  loss_vfl_aux_5: 0.7077 (0.7286)  loss_vfl_dn_0: 0.4446 (0.4415)  loss_vfl_dn_1: 0.3825 (0.3762)  loss_vfl_dn_2: 0.3688 (0.3602)  loss_vfl_dn_3: 0.3602 (0.3531)  loss_vfl_dn_4: 0.3593 (0.3506)  loss_vfl_dn_5: 0.3575 (0.3499)  time: 0.4798  data: 0.0164  max mem: 5654
Epoch: [71]  [3700/7393]  eta: 0:30:28  lr: 0.000010  loss: 14.9689 (15.0492)  loss_bbox: 0.1333 (0.1441)  loss_bbox_aux_0: 0.1551 (0.1562)  loss_bbox_aux_1: 0.1410 (0.1492)  loss_bbox_aux_2: 0.1391 (0.1465)  loss_bbox_aux_3: 0.1352 (0.1449)  loss_bbox_aux_4: 0.1362 (0.1442)  loss_bbox_aux_5: 0.1793 (0.1899)  loss_bbox_dn_0: 0.2328 (0.2450)  loss_bbox_dn_1: 0.1710 (0.1772)  loss_bbox_dn_2: 0.1500 (0.1573)  loss_bbox_dn_3: 0.1487 (0.1517)  loss_bbox_dn_4: 0.1504 (0.1503)  loss_bbox_dn_5: 0.1504 (0.1503)  loss_giou: 0.4033 (0.4572)  loss_giou_aux_0: 0.4300 (0.4804)  loss_giou_aux_1: 0.4084 (0.4671)  loss_giou_aux_2: 0.4001 (0.4616)  loss_giou_aux_3: 0.4014 (0.4588)  loss_giou_aux_4: 0.4024 (0.4574)  loss_giou_aux_5: 0.5061 (0.5399)  loss_giou_dn_0: 0.5557 (0.5527)  loss_giou_dn_1: 0.4354 (0.4441)  loss_giou_dn_2: 0.4048 (0.4124)  loss_giou_dn_3: 0.3912 (0.4041)  loss_giou_dn_4: 0.3880 (0.4020)  loss_giou_dn_5: 0.3881 (0.4022)  loss_vfl: 0.6576 (0.6434)  loss_vfl_aux_0: 0.7302 (0.7351)  loss_vfl_aux_1: 0.6857 (0.6927)  loss_vfl_aux_2: 0.6817 (0.6688)  loss_vfl_aux_3: 0.6636 (0.6546)  loss_vfl_aux_4: 0.6517 (0.6473)  loss_vfl_aux_5: 0.7243 (0.7288)  loss_vfl_dn_0: 0.4380 (0.4415)  loss_vfl_dn_1: 0.3815 (0.3762)  loss_vfl_dn_2: 0.3652 (0.3601)  loss_vfl_dn_3: 0.3577 (0.3531)  loss_vfl_dn_4: 0.3526 (0.3506)  loss_vfl_dn_5: 0.3526 (0.3499)  time: 0.4763  data: 0.0169  max mem: 5654
Epoch: [71]  [3800/7393]  eta: 0:29:38  lr: 0.000010  loss: 14.9350 (15.0459)  loss_bbox: 0.1387 (0.1441)  loss_bbox_aux_0: 0.1575 (0.1563)  loss_bbox_aux_1: 0.1493 (0.1493)  loss_bbox_aux_2: 0.1431 (0.1466)  loss_bbox_aux_3: 0.1386 (0.1450)  loss_bbox_aux_4: 0.1403 (0.1443)  loss_bbox_aux_5: 0.1910 (0.1899)  loss_bbox_dn_0: 0.2489 (0.2451)  loss_bbox_dn_1: 0.1692 (0.1773)  loss_bbox_dn_2: 0.1450 (0.1574)  loss_bbox_dn_3: 0.1424 (0.1518)  loss_bbox_dn_4: 0.1428 (0.1504)  loss_bbox_dn_5: 0.1428 (0.1504)  loss_giou: 0.4488 (0.4568)  loss_giou_aux_0: 0.4803 (0.4799)  loss_giou_aux_1: 0.4578 (0.4666)  loss_giou_aux_2: 0.4483 (0.4611)  loss_giou_aux_3: 0.4540 (0.4584)  loss_giou_aux_4: 0.4486 (0.4570)  loss_giou_aux_5: 0.5523 (0.5394)  loss_giou_dn_0: 0.5491 (0.5524)  loss_giou_dn_1: 0.4366 (0.4439)  loss_giou_dn_2: 0.4181 (0.4122)  loss_giou_dn_3: 0.4129 (0.4039)  loss_giou_dn_4: 0.4111 (0.4018)  loss_giou_dn_5: 0.4114 (0.4020)  loss_vfl: 0.6434 (0.6435)  loss_vfl_aux_0: 0.7466 (0.7353)  loss_vfl_aux_1: 0.7007 (0.6928)  loss_vfl_aux_2: 0.6790 (0.6689)  loss_vfl_aux_3: 0.6508 (0.6547)  loss_vfl_aux_4: 0.6465 (0.6474)  loss_vfl_aux_5: 0.7343 (0.7290)  loss_vfl_dn_0: 0.4416 (0.4415)  loss_vfl_dn_1: 0.3763 (0.3761)  loss_vfl_dn_2: 0.3538 (0.3601)  loss_vfl_dn_3: 0.3500 (0.3530)  loss_vfl_dn_4: 0.3492 (0.3505)  loss_vfl_dn_5: 0.3495 (0.3498)  time: 0.4855  data: 0.0165  max mem: 5654
Epoch: [71]  [3900/7393]  eta: 0:28:52  lr: 0.000010  loss: 14.5928 (15.0458)  loss_bbox: 0.1426 (0.1440)  loss_bbox_aux_0: 0.1619 (0.1562)  loss_bbox_aux_1: 0.1433 (0.1492)  loss_bbox_aux_2: 0.1416 (0.1465)  loss_bbox_aux_3: 0.1385 (0.1448)  loss_bbox_aux_4: 0.1422 (0.1441)  loss_bbox_aux_5: 0.1961 (0.1898)  loss_bbox_dn_0: 0.2388 (0.2448)  loss_bbox_dn_1: 0.1731 (0.1771)  loss_bbox_dn_2: 0.1494 (0.1572)  loss_bbox_dn_3: 0.1422 (0.1516)  loss_bbox_dn_4: 0.1412 (0.1502)  loss_bbox_dn_5: 0.1412 (0.1502)  loss_giou: 0.4450 (0.4570)  loss_giou_aux_0: 0.4710 (0.4800)  loss_giou_aux_1: 0.4564 (0.4668)  loss_giou_aux_2: 0.4437 (0.4613)  loss_giou_aux_3: 0.4385 (0.4585)  loss_giou_aux_4: 0.4408 (0.4572)  loss_giou_aux_5: 0.5449 (0.5396)  loss_giou_dn_0: 0.5402 (0.5525)  loss_giou_dn_1: 0.4284 (0.4439)  loss_giou_dn_2: 0.3961 (0.4122)  loss_giou_dn_3: 0.3923 (0.4039)  loss_giou_dn_4: 0.3904 (0.4018)  loss_giou_dn_5: 0.3903 (0.4020)  loss_vfl: 0.6288 (0.6436)  loss_vfl_aux_0: 0.7151 (0.7353)  loss_vfl_aux_1: 0.6703 (0.6928)  loss_vfl_aux_2: 0.6486 (0.6690)  loss_vfl_aux_3: 0.6338 (0.6548)  loss_vfl_aux_4: 0.6365 (0.6475)  loss_vfl_aux_5: 0.7176 (0.7291)  loss_vfl_dn_0: 0.4376 (0.4415)  loss_vfl_dn_1: 0.3780 (0.3761)  loss_vfl_dn_2: 0.3655 (0.3601)  loss_vfl_dn_3: 0.3564 (0.3530)  loss_vfl_dn_4: 0.3542 (0.3505)  loss_vfl_dn_5: 0.3530 (0.3498)  time: 0.4805  data: 0.0166  max mem: 5654
Epoch: [71]  [4000/7393]  eta: 0:28:01  lr: 0.000010  loss: 15.1419 (15.0456)  loss_bbox: 0.1286 (0.1439)  loss_bbox_aux_0: 0.1457 (0.1561)  loss_bbox_aux_1: 0.1391 (0.1491)  loss_bbox_aux_2: 0.1354 (0.1464)  loss_bbox_aux_3: 0.1358 (0.1448)  loss_bbox_aux_4: 0.1358 (0.1441)  loss_bbox_aux_5: 0.1886 (0.1897)  loss_bbox_dn_0: 0.2106 (0.2448)  loss_bbox_dn_1: 0.1547 (0.1770)  loss_bbox_dn_2: 0.1354 (0.1572)  loss_bbox_dn_3: 0.1306 (0.1516)  loss_bbox_dn_4: 0.1293 (0.1502)  loss_bbox_dn_5: 0.1293 (0.1502)  loss_giou: 0.4257 (0.4569)  loss_giou_aux_0: 0.4537 (0.4800)  loss_giou_aux_1: 0.4443 (0.4668)  loss_giou_aux_2: 0.4309 (0.4613)  loss_giou_aux_3: 0.4276 (0.4585)  loss_giou_aux_4: 0.4257 (0.4571)  loss_giou_aux_5: 0.5182 (0.5397)  loss_giou_dn_0: 0.5260 (0.5525)  loss_giou_dn_1: 0.4308 (0.4440)  loss_giou_dn_2: 0.4100 (0.4123)  loss_giou_dn_3: 0.4032 (0.4040)  loss_giou_dn_4: 0.3999 (0.4019)  loss_giou_dn_5: 0.4003 (0.4021)  loss_vfl: 0.6567 (0.6437)  loss_vfl_aux_0: 0.7322 (0.7353)  loss_vfl_aux_1: 0.7041 (0.6928)  loss_vfl_aux_2: 0.6910 (0.6690)  loss_vfl_aux_3: 0.6660 (0.6550)  loss_vfl_aux_4: 0.6594 (0.6477)  loss_vfl_aux_5: 0.7251 (0.7289)  loss_vfl_dn_0: 0.4314 (0.4414)  loss_vfl_dn_1: 0.3747 (0.3761)  loss_vfl_dn_2: 0.3577 (0.3600)  loss_vfl_dn_3: 0.3527 (0.3530)  loss_vfl_dn_4: 0.3523 (0.3505)  loss_vfl_dn_5: 0.3505 (0.3498)  time: 0.4868  data: 0.0165  max mem: 5654
Epoch: [71]  [4100/7393]  eta: 0:27:11  lr: 0.000010  loss: 15.3986 (15.0455)  loss_bbox: 0.1290 (0.1440)  loss_bbox_aux_0: 0.1479 (0.1562)  loss_bbox_aux_1: 0.1408 (0.1493)  loss_bbox_aux_2: 0.1346 (0.1466)  loss_bbox_aux_3: 0.1330 (0.1449)  loss_bbox_aux_4: 0.1287 (0.1442)  loss_bbox_aux_5: 0.1840 (0.1898)  loss_bbox_dn_0: 0.2173 (0.2449)  loss_bbox_dn_1: 0.1595 (0.1772)  loss_bbox_dn_2: 0.1482 (0.1573)  loss_bbox_dn_3: 0.1419 (0.1517)  loss_bbox_dn_4: 0.1411 (0.1503)  loss_bbox_dn_5: 0.1411 (0.1503)  loss_giou: 0.4829 (0.4567)  loss_giou_aux_0: 0.5133 (0.4799)  loss_giou_aux_1: 0.5077 (0.4667)  loss_giou_aux_2: 0.4926 (0.4612)  loss_giou_aux_3: 0.4886 (0.4583)  loss_giou_aux_4: 0.4831 (0.4569)  loss_giou_aux_5: 0.5775 (0.5396)  loss_giou_dn_0: 0.5574 (0.5524)  loss_giou_dn_1: 0.4528 (0.4439)  loss_giou_dn_2: 0.4294 (0.4123)  loss_giou_dn_3: 0.4234 (0.4039)  loss_giou_dn_4: 0.4205 (0.4018)  loss_giou_dn_5: 0.4207 (0.4020)  loss_vfl: 0.6396 (0.6439)  loss_vfl_aux_0: 0.7256 (0.7351)  loss_vfl_aux_1: 0.6952 (0.6929)  loss_vfl_aux_2: 0.6750 (0.6691)  loss_vfl_aux_3: 0.6642 (0.6552)  loss_vfl_aux_4: 0.6495 (0.6478)  loss_vfl_aux_5: 0.7293 (0.7288)  loss_vfl_dn_0: 0.4443 (0.4414)  loss_vfl_dn_1: 0.3846 (0.3760)  loss_vfl_dn_2: 0.3723 (0.3600)  loss_vfl_dn_3: 0.3648 (0.3530)  loss_vfl_dn_4: 0.3616 (0.3505)  loss_vfl_dn_5: 0.3612 (0.3498)  time: 0.4744  data: 0.0169  max mem: 5654
Epoch: [71]  [4200/7393]  eta: 0:26:21  lr: 0.000010  loss: 14.5292 (15.0445)  loss_bbox: 0.1531 (0.1440)  loss_bbox_aux_0: 0.1578 (0.1563)  loss_bbox_aux_1: 0.1574 (0.1493)  loss_bbox_aux_2: 0.1591 (0.1466)  loss_bbox_aux_3: 0.1514 (0.1449)  loss_bbox_aux_4: 0.1491 (0.1442)  loss_bbox_aux_5: 0.2002 (0.1899)  loss_bbox_dn_0: 0.2450 (0.2449)  loss_bbox_dn_1: 0.1714 (0.1772)  loss_bbox_dn_2: 0.1462 (0.1574)  loss_bbox_dn_3: 0.1406 (0.1517)  loss_bbox_dn_4: 0.1398 (0.1503)  loss_bbox_dn_5: 0.1398 (0.1503)  loss_giou: 0.4461 (0.4565)  loss_giou_aux_0: 0.4810 (0.4798)  loss_giou_aux_1: 0.4640 (0.4666)  loss_giou_aux_2: 0.4519 (0.4610)  loss_giou_aux_3: 0.4509 (0.4581)  loss_giou_aux_4: 0.4460 (0.4567)  loss_giou_aux_5: 0.5225 (0.5394)  loss_giou_dn_0: 0.5373 (0.5523)  loss_giou_dn_1: 0.4273 (0.4438)  loss_giou_dn_2: 0.4009 (0.4122)  loss_giou_dn_3: 0.3934 (0.4039)  loss_giou_dn_4: 0.3913 (0.4017)  loss_giou_dn_5: 0.3914 (0.4019)  loss_vfl: 0.6389 (0.6440)  loss_vfl_aux_0: 0.6935 (0.7351)  loss_vfl_aux_1: 0.6449 (0.6928)  loss_vfl_aux_2: 0.6358 (0.6691)  loss_vfl_aux_3: 0.6421 (0.6553)  loss_vfl_aux_4: 0.6404 (0.6478)  loss_vfl_aux_5: 0.7046 (0.7287)  loss_vfl_dn_0: 0.4394 (0.4415)  loss_vfl_dn_1: 0.3750 (0.3761)  loss_vfl_dn_2: 0.3629 (0.3600)  loss_vfl_dn_3: 0.3575 (0.3530)  loss_vfl_dn_4: 0.3544 (0.3505)  loss_vfl_dn_5: 0.3529 (0.3498)  time: 0.4897  data: 0.0166  max mem: 5654
Epoch: [71]  [4300/7393]  eta: 0:25:31  lr: 0.000010  loss: 14.7590 (15.0402)  loss_bbox: 0.1356 (0.1440)  loss_bbox_aux_0: 0.1468 (0.1562)  loss_bbox_aux_1: 0.1411 (0.1492)  loss_bbox_aux_2: 0.1374 (0.1465)  loss_bbox_aux_3: 0.1360 (0.1448)  loss_bbox_aux_4: 0.1364 (0.1441)  loss_bbox_aux_5: 0.1809 (0.1898)  loss_bbox_dn_0: 0.2225 (0.2447)  loss_bbox_dn_1: 0.1532 (0.1771)  loss_bbox_dn_2: 0.1330 (0.1572)  loss_bbox_dn_3: 0.1269 (0.1516)  loss_bbox_dn_4: 0.1231 (0.1502)  loss_bbox_dn_5: 0.1231 (0.1502)  loss_giou: 0.4313 (0.4564)  loss_giou_aux_0: 0.4595 (0.4797)  loss_giou_aux_1: 0.4349 (0.4665)  loss_giou_aux_2: 0.4331 (0.4610)  loss_giou_aux_3: 0.4215 (0.4580)  loss_giou_aux_4: 0.4252 (0.4567)  loss_giou_aux_5: 0.5197 (0.5393)  loss_giou_dn_0: 0.5507 (0.5522)  loss_giou_dn_1: 0.4467 (0.4437)  loss_giou_dn_2: 0.4152 (0.4121)  loss_giou_dn_3: 0.4079 (0.4037)  loss_giou_dn_4: 0.4055 (0.4016)  loss_giou_dn_5: 0.4057 (0.4018)  loss_vfl: 0.6325 (0.6438)  loss_vfl_aux_0: 0.7112 (0.7349)  loss_vfl_aux_1: 0.6811 (0.6925)  loss_vfl_aux_2: 0.6466 (0.6688)  loss_vfl_aux_3: 0.6376 (0.6552)  loss_vfl_aux_4: 0.6354 (0.6476)  loss_vfl_aux_5: 0.7208 (0.7285)  loss_vfl_dn_0: 0.4429 (0.4414)  loss_vfl_dn_1: 0.3735 (0.3760)  loss_vfl_dn_2: 0.3603 (0.3600)  loss_vfl_dn_3: 0.3517 (0.3530)  loss_vfl_dn_4: 0.3495 (0.3505)  loss_vfl_dn_5: 0.3479 (0.3498)  time: 0.4848  data: 0.0172  max mem: 5654
Epoch: [71]  [4400/7393]  eta: 0:24:40  lr: 0.000010  loss: 14.7287 (15.0403)  loss_bbox: 0.1319 (0.1439)  loss_bbox_aux_0: 0.1398 (0.1562)  loss_bbox_aux_1: 0.1371 (0.1492)  loss_bbox_aux_2: 0.1278 (0.1465)  loss_bbox_aux_3: 0.1315 (0.1448)  loss_bbox_aux_4: 0.1333 (0.1441)  loss_bbox_aux_5: 0.1713 (0.1898)  loss_bbox_dn_0: 0.2258 (0.2447)  loss_bbox_dn_1: 0.1559 (0.1771)  loss_bbox_dn_2: 0.1402 (0.1573)  loss_bbox_dn_3: 0.1345 (0.1516)  loss_bbox_dn_4: 0.1338 (0.1503)  loss_bbox_dn_5: 0.1338 (0.1503)  loss_giou: 0.4422 (0.4565)  loss_giou_aux_0: 0.4790 (0.4796)  loss_giou_aux_1: 0.4568 (0.4665)  loss_giou_aux_2: 0.4515 (0.4610)  loss_giou_aux_3: 0.4458 (0.4580)  loss_giou_aux_4: 0.4448 (0.4567)  loss_giou_aux_5: 0.5267 (0.5393)  loss_giou_dn_0: 0.5398 (0.5522)  loss_giou_dn_1: 0.4385 (0.4437)  loss_giou_dn_2: 0.3984 (0.4121)  loss_giou_dn_3: 0.3943 (0.4037)  loss_giou_dn_4: 0.3929 (0.4016)  loss_giou_dn_5: 0.3929 (0.4018)  loss_vfl: 0.6632 (0.6438)  loss_vfl_aux_0: 0.7275 (0.7349)  loss_vfl_aux_1: 0.6846 (0.6926)  loss_vfl_aux_2: 0.6728 (0.6688)  loss_vfl_aux_3: 0.6616 (0.6553)  loss_vfl_aux_4: 0.6582 (0.6477)  loss_vfl_aux_5: 0.7390 (0.7284)  loss_vfl_dn_0: 0.4392 (0.4414)  loss_vfl_dn_1: 0.3725 (0.3760)  loss_vfl_dn_2: 0.3583 (0.3600)  loss_vfl_dn_3: 0.3501 (0.3529)  loss_vfl_dn_4: 0.3487 (0.3505)  loss_vfl_dn_5: 0.3471 (0.3497)  time: 0.4815  data: 0.0166  max mem: 5654
Epoch: [71]  [4500/7393]  eta: 0:23:50  lr: 0.000010  loss: 14.5805 (15.0419)  loss_bbox: 0.1150 (0.1439)  loss_bbox_aux_0: 0.1309 (0.1562)  loss_bbox_aux_1: 0.1198 (0.1492)  loss_bbox_aux_2: 0.1209 (0.1465)  loss_bbox_aux_3: 0.1163 (0.1447)  loss_bbox_aux_4: 0.1161 (0.1440)  loss_bbox_aux_5: 0.1486 (0.1897)  loss_bbox_dn_0: 0.2041 (0.2449)  loss_bbox_dn_1: 0.1497 (0.1772)  loss_bbox_dn_2: 0.1328 (0.1574)  loss_bbox_dn_3: 0.1284 (0.1517)  loss_bbox_dn_4: 0.1269 (0.1504)  loss_bbox_dn_5: 0.1269 (0.1504)  loss_giou: 0.4007 (0.4562)  loss_giou_aux_0: 0.4290 (0.4795)  loss_giou_aux_1: 0.4104 (0.4662)  loss_giou_aux_2: 0.4087 (0.4608)  loss_giou_aux_3: 0.4104 (0.4578)  loss_giou_aux_4: 0.4064 (0.4564)  loss_giou_aux_5: 0.4876 (0.5391)  loss_giou_dn_0: 0.5317 (0.5521)  loss_giou_dn_1: 0.4291 (0.4436)  loss_giou_dn_2: 0.3919 (0.4120)  loss_giou_dn_3: 0.3828 (0.4037)  loss_giou_dn_4: 0.3800 (0.4015)  loss_giou_dn_5: 0.3805 (0.4017)  loss_vfl: 0.6476 (0.6443)  loss_vfl_aux_0: 0.7436 (0.7350)  loss_vfl_aux_1: 0.7167 (0.6929)  loss_vfl_aux_2: 0.6633 (0.6692)  loss_vfl_aux_3: 0.6653 (0.6556)  loss_vfl_aux_4: 0.6515 (0.6482)  loss_vfl_aux_5: 0.7296 (0.7287)  loss_vfl_dn_0: 0.4447 (0.4415)  loss_vfl_dn_1: 0.3800 (0.3761)  loss_vfl_dn_2: 0.3596 (0.3600)  loss_vfl_dn_3: 0.3539 (0.3530)  loss_vfl_dn_4: 0.3518 (0.3505)  loss_vfl_dn_5: 0.3513 (0.3498)  time: 0.4863  data: 0.0169  max mem: 5654
Epoch: [71]  [4600/7393]  eta: 0:22:59  lr: 0.000010  loss: 14.9038 (15.0459)  loss_bbox: 0.1320 (0.1439)  loss_bbox_aux_0: 0.1417 (0.1561)  loss_bbox_aux_1: 0.1406 (0.1492)  loss_bbox_aux_2: 0.1299 (0.1465)  loss_bbox_aux_3: 0.1289 (0.1447)  loss_bbox_aux_4: 0.1320 (0.1440)  loss_bbox_aux_5: 0.1699 (0.1896)  loss_bbox_dn_0: 0.2179 (0.2447)  loss_bbox_dn_1: 0.1578 (0.1771)  loss_bbox_dn_2: 0.1373 (0.1573)  loss_bbox_dn_3: 0.1313 (0.1517)  loss_bbox_dn_4: 0.1306 (0.1503)  loss_bbox_dn_5: 0.1306 (0.1503)  loss_giou: 0.4517 (0.4566)  loss_giou_aux_0: 0.4675 (0.4798)  loss_giou_aux_1: 0.4627 (0.4665)  loss_giou_aux_2: 0.4583 (0.4611)  loss_giou_aux_3: 0.4536 (0.4581)  loss_giou_aux_4: 0.4522 (0.4568)  loss_giou_aux_5: 0.5209 (0.5395)  loss_giou_dn_0: 0.5337 (0.5524)  loss_giou_dn_1: 0.4267 (0.4439)  loss_giou_dn_2: 0.3952 (0.4123)  loss_giou_dn_3: 0.3866 (0.4040)  loss_giou_dn_4: 0.3848 (0.4019)  loss_giou_dn_5: 0.3857 (0.4021)  loss_vfl: 0.6375 (0.6443)  loss_vfl_aux_0: 0.7057 (0.7351)  loss_vfl_aux_1: 0.6715 (0.6930)  loss_vfl_aux_2: 0.6598 (0.6693)  loss_vfl_aux_3: 0.6491 (0.6557)  loss_vfl_aux_4: 0.6345 (0.6483)  loss_vfl_aux_5: 0.6991 (0.7286)  loss_vfl_dn_0: 0.4454 (0.4415)  loss_vfl_dn_1: 0.3742 (0.3761)  loss_vfl_dn_2: 0.3553 (0.3601)  loss_vfl_dn_3: 0.3493 (0.3531)  loss_vfl_dn_4: 0.3465 (0.3506)  loss_vfl_dn_5: 0.3463 (0.3498)  time: 0.4728  data: 0.0166  max mem: 5654
Epoch: [71]  [4700/7393]  eta: 0:22:09  lr: 0.000010  loss: 15.8323 (15.0509)  loss_bbox: 0.1435 (0.1440)  loss_bbox_aux_0: 0.1606 (0.1562)  loss_bbox_aux_1: 0.1474 (0.1493)  loss_bbox_aux_2: 0.1460 (0.1465)  loss_bbox_aux_3: 0.1420 (0.1448)  loss_bbox_aux_4: 0.1428 (0.1441)  loss_bbox_aux_5: 0.1888 (0.1897)  loss_bbox_dn_0: 0.2500 (0.2450)  loss_bbox_dn_1: 0.1764 (0.1773)  loss_bbox_dn_2: 0.1503 (0.1575)  loss_bbox_dn_3: 0.1452 (0.1519)  loss_bbox_dn_4: 0.1433 (0.1505)  loss_bbox_dn_5: 0.1433 (0.1505)  loss_giou: 0.4606 (0.4565)  loss_giou_aux_0: 0.5089 (0.4798)  loss_giou_aux_1: 0.4851 (0.4665)  loss_giou_aux_2: 0.4754 (0.4611)  loss_giou_aux_3: 0.4662 (0.4581)  loss_giou_aux_4: 0.4605 (0.4567)  loss_giou_aux_5: 0.5559 (0.5394)  loss_giou_dn_0: 0.5717 (0.5525)  loss_giou_dn_1: 0.4672 (0.4440)  loss_giou_dn_2: 0.4323 (0.4124)  loss_giou_dn_3: 0.4295 (0.4041)  loss_giou_dn_4: 0.4265 (0.4019)  loss_giou_dn_5: 0.4265 (0.4021)  loss_vfl: 0.6619 (0.6447)  loss_vfl_aux_0: 0.7337 (0.7355)  loss_vfl_aux_1: 0.6963 (0.6934)  loss_vfl_aux_2: 0.6732 (0.6697)  loss_vfl_aux_3: 0.6648 (0.6561)  loss_vfl_aux_4: 0.6642 (0.6487)  loss_vfl_aux_5: 0.7243 (0.7289)  loss_vfl_dn_0: 0.4458 (0.4416)  loss_vfl_dn_1: 0.3814 (0.3762)  loss_vfl_dn_2: 0.3685 (0.3602)  loss_vfl_dn_3: 0.3611 (0.3531)  loss_vfl_dn_4: 0.3572 (0.3506)  loss_vfl_dn_5: 0.3576 (0.3499)  time: 0.4787  data: 0.0166  max mem: 5654
Epoch: [71]  [4800/7393]  eta: 0:21:20  lr: 0.000010  loss: 15.1122 (15.0507)  loss_bbox: 0.1475 (0.1440)  loss_bbox_aux_0: 0.1525 (0.1563)  loss_bbox_aux_1: 0.1464 (0.1494)  loss_bbox_aux_2: 0.1427 (0.1466)  loss_bbox_aux_3: 0.1462 (0.1449)  loss_bbox_aux_4: 0.1474 (0.1441)  loss_bbox_aux_5: 0.1936 (0.1898)  loss_bbox_dn_0: 0.2544 (0.2452)  loss_bbox_dn_1: 0.1776 (0.1774)  loss_bbox_dn_2: 0.1505 (0.1576)  loss_bbox_dn_3: 0.1479 (0.1520)  loss_bbox_dn_4: 0.1491 (0.1506)  loss_bbox_dn_5: 0.1490 (0.1506)  loss_giou: 0.4510 (0.4564)  loss_giou_aux_0: 0.4716 (0.4795)  loss_giou_aux_1: 0.4628 (0.4664)  loss_giou_aux_2: 0.4555 (0.4609)  loss_giou_aux_3: 0.4445 (0.4579)  loss_giou_aux_4: 0.4450 (0.4565)  loss_giou_aux_5: 0.5303 (0.5392)  loss_giou_dn_0: 0.5540 (0.5524)  loss_giou_dn_1: 0.4339 (0.4439)  loss_giou_dn_2: 0.4054 (0.4123)  loss_giou_dn_3: 0.3978 (0.4040)  loss_giou_dn_4: 0.3967 (0.4019)  loss_giou_dn_5: 0.3965 (0.4020)  loss_vfl: 0.6150 (0.6447)  loss_vfl_aux_0: 0.7233 (0.7357)  loss_vfl_aux_1: 0.6633 (0.6934)  loss_vfl_aux_2: 0.6439 (0.6696)  loss_vfl_aux_3: 0.6321 (0.6562)  loss_vfl_aux_4: 0.6220 (0.6487)  loss_vfl_aux_5: 0.7037 (0.7290)  loss_vfl_dn_0: 0.4461 (0.4416)  loss_vfl_dn_1: 0.3750 (0.3762)  loss_vfl_dn_2: 0.3575 (0.3602)  loss_vfl_dn_3: 0.3479 (0.3531)  loss_vfl_dn_4: 0.3437 (0.3506)  loss_vfl_dn_5: 0.3432 (0.3499)  time: 0.4826  data: 0.0169  max mem: 5654
Epoch: [71]  [4900/7393]  eta: 0:20:30  lr: 0.000010  loss: 15.3691 (15.0537)  loss_bbox: 0.1525 (0.1440)  loss_bbox_aux_0: 0.1655 (0.1563)  loss_bbox_aux_1: 0.1551 (0.1493)  loss_bbox_aux_2: 0.1559 (0.1466)  loss_bbox_aux_3: 0.1542 (0.1449)  loss_bbox_aux_4: 0.1524 (0.1441)  loss_bbox_aux_5: 0.2033 (0.1897)  loss_bbox_dn_0: 0.2595 (0.2452)  loss_bbox_dn_1: 0.1842 (0.1774)  loss_bbox_dn_2: 0.1636 (0.1576)  loss_bbox_dn_3: 0.1569 (0.1520)  loss_bbox_dn_4: 0.1553 (0.1506)  loss_bbox_dn_5: 0.1553 (0.1506)  loss_giou: 0.4510 (0.4565)  loss_giou_aux_0: 0.4786 (0.4797)  loss_giou_aux_1: 0.4522 (0.4665)  loss_giou_aux_2: 0.4623 (0.4611)  loss_giou_aux_3: 0.4471 (0.4580)  loss_giou_aux_4: 0.4453 (0.4566)  loss_giou_aux_5: 0.5446 (0.5393)  loss_giou_dn_0: 0.5457 (0.5526)  loss_giou_dn_1: 0.4459 (0.4441)  loss_giou_dn_2: 0.4195 (0.4125)  loss_giou_dn_3: 0.4106 (0.4041)  loss_giou_dn_4: 0.4089 (0.4020)  loss_giou_dn_5: 0.4089 (0.4022)  loss_vfl: 0.6436 (0.6449)  loss_vfl_aux_0: 0.7337 (0.7359)  loss_vfl_aux_1: 0.6830 (0.6936)  loss_vfl_aux_2: 0.6708 (0.6698)  loss_vfl_aux_3: 0.6680 (0.6563)  loss_vfl_aux_4: 0.6417 (0.6489)  loss_vfl_aux_5: 0.7051 (0.7290)  loss_vfl_dn_0: 0.4433 (0.4416)  loss_vfl_dn_1: 0.3816 (0.3762)  loss_vfl_dn_2: 0.3651 (0.3602)  loss_vfl_dn_3: 0.3559 (0.3531)  loss_vfl_dn_4: 0.3526 (0.3507)  loss_vfl_dn_5: 0.3540 (0.3499)  time: 0.4860  data: 0.0166  max mem: 5654
Epoch: [71]  [5000/7393]  eta: 0:19:40  lr: 0.000010  loss: 15.1874 (15.0540)  loss_bbox: 0.1379 (0.1442)  loss_bbox_aux_0: 0.1556 (0.1564)  loss_bbox_aux_1: 0.1439 (0.1494)  loss_bbox_aux_2: 0.1420 (0.1468)  loss_bbox_aux_3: 0.1360 (0.1450)  loss_bbox_aux_4: 0.1381 (0.1442)  loss_bbox_aux_5: 0.1812 (0.1899)  loss_bbox_dn_0: 0.2334 (0.2455)  loss_bbox_dn_1: 0.1622 (0.1776)  loss_bbox_dn_2: 0.1386 (0.1578)  loss_bbox_dn_3: 0.1324 (0.1521)  loss_bbox_dn_4: 0.1324 (0.1507)  loss_bbox_dn_5: 0.1324 (0.1507)  loss_giou: 0.4595 (0.4563)  loss_giou_aux_0: 0.4955 (0.4795)  loss_giou_aux_1: 0.4808 (0.4663)  loss_giou_aux_2: 0.4570 (0.4609)  loss_giou_aux_3: 0.4575 (0.4578)  loss_giou_aux_4: 0.4596 (0.4564)  loss_giou_aux_5: 0.5442 (0.5392)  loss_giou_dn_0: 0.5520 (0.5525)  loss_giou_dn_1: 0.4454 (0.4439)  loss_giou_dn_2: 0.4163 (0.4123)  loss_giou_dn_3: 0.4105 (0.4040)  loss_giou_dn_4: 0.4078 (0.4018)  loss_giou_dn_5: 0.4083 (0.4020)  loss_vfl: 0.6588 (0.6450)  loss_vfl_aux_0: 0.7119 (0.7361)  loss_vfl_aux_1: 0.6910 (0.6937)  loss_vfl_aux_2: 0.6611 (0.6698)  loss_vfl_aux_3: 0.6461 (0.6564)  loss_vfl_aux_4: 0.6580 (0.6490)  loss_vfl_aux_5: 0.7150 (0.7291)  loss_vfl_dn_0: 0.4353 (0.4416)  loss_vfl_dn_1: 0.3762 (0.3761)  loss_vfl_dn_2: 0.3616 (0.3601)  loss_vfl_dn_3: 0.3561 (0.3531)  loss_vfl_dn_4: 0.3557 (0.3506)  loss_vfl_dn_5: 0.3541 (0.3499)  time: 0.4779  data: 0.0171  max mem: 5654
Epoch: [71]  [5100/7393]  eta: 0:18:50  lr: 0.000010  loss: 15.0446 (15.0569)  loss_bbox: 0.1474 (0.1444)  loss_bbox_aux_0: 0.1601 (0.1566)  loss_bbox_aux_1: 0.1512 (0.1496)  loss_bbox_aux_2: 0.1502 (0.1470)  loss_bbox_aux_3: 0.1509 (0.1452)  loss_bbox_aux_4: 0.1459 (0.1444)  loss_bbox_aux_5: 0.1851 (0.1901)  loss_bbox_dn_0: 0.2307 (0.2458)  loss_bbox_dn_1: 0.1664 (0.1779)  loss_bbox_dn_2: 0.1449 (0.1580)  loss_bbox_dn_3: 0.1389 (0.1524)  loss_bbox_dn_4: 0.1377 (0.1510)  loss_bbox_dn_5: 0.1377 (0.1510)  loss_giou: 0.4658 (0.4562)  loss_giou_aux_0: 0.4973 (0.4795)  loss_giou_aux_1: 0.4826 (0.4663)  loss_giou_aux_2: 0.4776 (0.4609)  loss_giou_aux_3: 0.4691 (0.4578)  loss_giou_aux_4: 0.4657 (0.4564)  loss_giou_aux_5: 0.5305 (0.5391)  loss_giou_dn_0: 0.5557 (0.5525)  loss_giou_dn_1: 0.4597 (0.4440)  loss_giou_dn_2: 0.4280 (0.4123)  loss_giou_dn_3: 0.4183 (0.4040)  loss_giou_dn_4: 0.4135 (0.4019)  loss_giou_dn_5: 0.4134 (0.4021)  loss_vfl: 0.6591 (0.6449)  loss_vfl_aux_0: 0.7394 (0.7360)  loss_vfl_aux_1: 0.6923 (0.6937)  loss_vfl_aux_2: 0.6706 (0.6698)  loss_vfl_aux_3: 0.6561 (0.6565)  loss_vfl_aux_4: 0.6587 (0.6490)  loss_vfl_aux_5: 0.7476 (0.7293)  loss_vfl_dn_0: 0.4422 (0.4416)  loss_vfl_dn_1: 0.3725 (0.3761)  loss_vfl_dn_2: 0.3550 (0.3601)  loss_vfl_dn_3: 0.3501 (0.3531)  loss_vfl_dn_4: 0.3479 (0.3506)  loss_vfl_dn_5: 0.3471 (0.3499)  time: 0.4751  data: 0.0169  max mem: 5654
Epoch: [71]  [5200/7393]  eta: 0:18:01  lr: 0.000010  loss: 15.2115 (15.0574)  loss_bbox: 0.1375 (0.1445)  loss_bbox_aux_0: 0.1559 (0.1568)  loss_bbox_aux_1: 0.1520 (0.1497)  loss_bbox_aux_2: 0.1382 (0.1470)  loss_bbox_aux_3: 0.1308 (0.1452)  loss_bbox_aux_4: 0.1384 (0.1445)  loss_bbox_aux_5: 0.1818 (0.1902)  loss_bbox_dn_0: 0.2289 (0.2459)  loss_bbox_dn_1: 0.1675 (0.1780)  loss_bbox_dn_2: 0.1447 (0.1581)  loss_bbox_dn_3: 0.1399 (0.1524)  loss_bbox_dn_4: 0.1354 (0.1511)  loss_bbox_dn_5: 0.1354 (0.1511)  loss_giou: 0.4394 (0.4561)  loss_giou_aux_0: 0.4605 (0.4794)  loss_giou_aux_1: 0.4650 (0.4662)  loss_giou_aux_2: 0.4428 (0.4608)  loss_giou_aux_3: 0.4375 (0.4576)  loss_giou_aux_4: 0.4380 (0.4562)  loss_giou_aux_5: 0.5058 (0.5390)  loss_giou_dn_0: 0.5646 (0.5524)  loss_giou_dn_1: 0.4604 (0.4438)  loss_giou_dn_2: 0.4270 (0.4121)  loss_giou_dn_3: 0.4173 (0.4038)  loss_giou_dn_4: 0.4111 (0.4017)  loss_giou_dn_5: 0.4110 (0.4019)  loss_vfl: 0.6580 (0.6451)  loss_vfl_aux_0: 0.7391 (0.7362)  loss_vfl_aux_1: 0.7125 (0.6939)  loss_vfl_aux_2: 0.6674 (0.6700)  loss_vfl_aux_3: 0.6549 (0.6567)  loss_vfl_aux_4: 0.6650 (0.6492)  loss_vfl_aux_5: 0.7413 (0.7295)  loss_vfl_dn_0: 0.4379 (0.4416)  loss_vfl_dn_1: 0.3750 (0.3761)  loss_vfl_dn_2: 0.3608 (0.3601)  loss_vfl_dn_3: 0.3536 (0.3531)  loss_vfl_dn_4: 0.3510 (0.3506)  loss_vfl_dn_5: 0.3505 (0.3499)  time: 0.4946  data: 0.0168  max mem: 5654
Epoch: [71]  [5300/7393]  eta: 0:17:11  lr: 0.000010  loss: 14.7379 (15.0547)  loss_bbox: 0.1445 (0.1444)  loss_bbox_aux_0: 0.1554 (0.1567)  loss_bbox_aux_1: 0.1529 (0.1496)  loss_bbox_aux_2: 0.1464 (0.1470)  loss_bbox_aux_3: 0.1448 (0.1452)  loss_bbox_aux_4: 0.1441 (0.1445)  loss_bbox_aux_5: 0.1983 (0.1902)  loss_bbox_dn_0: 0.2577 (0.2460)  loss_bbox_dn_1: 0.1803 (0.1780)  loss_bbox_dn_2: 0.1623 (0.1581)  loss_bbox_dn_3: 0.1546 (0.1524)  loss_bbox_dn_4: 0.1489 (0.1510)  loss_bbox_dn_5: 0.1490 (0.1511)  loss_giou: 0.4541 (0.4559)  loss_giou_aux_0: 0.4717 (0.4792)  loss_giou_aux_1: 0.4573 (0.4660)  loss_giou_aux_2: 0.4515 (0.4606)  loss_giou_aux_3: 0.4493 (0.4574)  loss_giou_aux_4: 0.4453 (0.4560)  loss_giou_aux_5: 0.5196 (0.5389)  loss_giou_dn_0: 0.5506 (0.5523)  loss_giou_dn_1: 0.4512 (0.4437)  loss_giou_dn_2: 0.4249 (0.4121)  loss_giou_dn_3: 0.4149 (0.4038)  loss_giou_dn_4: 0.4111 (0.4016)  loss_giou_dn_5: 0.4109 (0.4018)  loss_vfl: 0.6175 (0.6451)  loss_vfl_aux_0: 0.7182 (0.7361)  loss_vfl_aux_1: 0.6698 (0.6939)  loss_vfl_aux_2: 0.6316 (0.6699)  loss_vfl_aux_3: 0.6315 (0.6566)  loss_vfl_aux_4: 0.6250 (0.6491)  loss_vfl_aux_5: 0.7194 (0.7295)  loss_vfl_dn_0: 0.4399 (0.4416)  loss_vfl_dn_1: 0.3684 (0.3761)  loss_vfl_dn_2: 0.3523 (0.3600)  loss_vfl_dn_3: 0.3464 (0.3530)  loss_vfl_dn_4: 0.3437 (0.3505)  loss_vfl_dn_5: 0.3444 (0.3498)  time: 0.4915  data: 0.0171  max mem: 5654
Epoch: [71]  [5400/7393]  eta: 0:16:21  lr: 0.000010  loss: 14.6329 (15.0541)  loss_bbox: 0.1270 (0.1445)  loss_bbox_aux_0: 0.1385 (0.1568)  loss_bbox_aux_1: 0.1321 (0.1497)  loss_bbox_aux_2: 0.1230 (0.1471)  loss_bbox_aux_3: 0.1200 (0.1452)  loss_bbox_aux_4: 0.1267 (0.1445)  loss_bbox_aux_5: 0.1875 (0.1904)  loss_bbox_dn_0: 0.2184 (0.2461)  loss_bbox_dn_1: 0.1599 (0.1781)  loss_bbox_dn_2: 0.1442 (0.1582)  loss_bbox_dn_3: 0.1409 (0.1525)  loss_bbox_dn_4: 0.1415 (0.1511)  loss_bbox_dn_5: 0.1415 (0.1511)  loss_giou: 0.4451 (0.4558)  loss_giou_aux_0: 0.4651 (0.4791)  loss_giou_aux_1: 0.4543 (0.4659)  loss_giou_aux_2: 0.4481 (0.4605)  loss_giou_aux_3: 0.4489 (0.4573)  loss_giou_aux_4: 0.4503 (0.4560)  loss_giou_aux_5: 0.5337 (0.5388)  loss_giou_dn_0: 0.5419 (0.5521)  loss_giou_dn_1: 0.4305 (0.4436)  loss_giou_dn_2: 0.3899 (0.4119)  loss_giou_dn_3: 0.3812 (0.4036)  loss_giou_dn_4: 0.3817 (0.4014)  loss_giou_dn_5: 0.3817 (0.4016)  loss_vfl: 0.6337 (0.6451)  loss_vfl_aux_0: 0.7313 (0.7362)  loss_vfl_aux_1: 0.6739 (0.6939)  loss_vfl_aux_2: 0.6518 (0.6700)  loss_vfl_aux_3: 0.6638 (0.6566)  loss_vfl_aux_4: 0.6355 (0.6491)  loss_vfl_aux_5: 0.7129 (0.7296)  loss_vfl_dn_0: 0.4440 (0.4416)  loss_vfl_dn_1: 0.3725 (0.3760)  loss_vfl_dn_2: 0.3557 (0.3600)  loss_vfl_dn_3: 0.3460 (0.3529)  loss_vfl_dn_4: 0.3431 (0.3505)  loss_vfl_dn_5: 0.3440 (0.3497)  time: 0.4790  data: 0.0165  max mem: 5654
Epoch: [71]  [5500/7393]  eta: 0:15:34  lr: 0.000010  loss: 15.1554 (15.0585)  loss_bbox: 0.1388 (0.1445)  loss_bbox_aux_0: 0.1482 (0.1569)  loss_bbox_aux_1: 0.1436 (0.1498)  loss_bbox_aux_2: 0.1418 (0.1471)  loss_bbox_aux_3: 0.1397 (0.1453)  loss_bbox_aux_4: 0.1379 (0.1446)  loss_bbox_aux_5: 0.1914 (0.1904)  loss_bbox_dn_0: 0.2205 (0.2461)  loss_bbox_dn_1: 0.1723 (0.1781)  loss_bbox_dn_2: 0.1526 (0.1582)  loss_bbox_dn_3: 0.1484 (0.1525)  loss_bbox_dn_4: 0.1476 (0.1511)  loss_bbox_dn_5: 0.1477 (0.1511)  loss_giou: 0.4575 (0.4559)  loss_giou_aux_0: 0.4752 (0.4793)  loss_giou_aux_1: 0.4630 (0.4661)  loss_giou_aux_2: 0.4539 (0.4606)  loss_giou_aux_3: 0.4588 (0.4574)  loss_giou_aux_4: 0.4495 (0.4561)  loss_giou_aux_5: 0.5244 (0.5390)  loss_giou_dn_0: 0.5452 (0.5522)  loss_giou_dn_1: 0.4464 (0.4437)  loss_giou_dn_2: 0.4176 (0.4120)  loss_giou_dn_3: 0.4102 (0.4037)  loss_giou_dn_4: 0.4071 (0.4015)  loss_giou_dn_5: 0.4072 (0.4017)  loss_vfl: 0.6550 (0.6454)  loss_vfl_aux_0: 0.7286 (0.7366)  loss_vfl_aux_1: 0.6770 (0.6941)  loss_vfl_aux_2: 0.6580 (0.6703)  loss_vfl_aux_3: 0.6484 (0.6569)  loss_vfl_aux_4: 0.6570 (0.6494)  loss_vfl_aux_5: 0.7163 (0.7298)  loss_vfl_dn_0: 0.4443 (0.4417)  loss_vfl_dn_1: 0.3800 (0.3761)  loss_vfl_dn_2: 0.3646 (0.3600)  loss_vfl_dn_3: 0.3529 (0.3530)  loss_vfl_dn_4: 0.3492 (0.3505)  loss_vfl_dn_5: 0.3493 (0.3498)  time: 0.4843  data: 0.0168  max mem: 5654
Epoch: [71]  [5600/7393]  eta: 0:14:47  lr: 0.000010  loss: 15.1159 (15.0597)  loss_bbox: 0.1413 (0.1445)  loss_bbox_aux_0: 0.1611 (0.1569)  loss_bbox_aux_1: 0.1458 (0.1498)  loss_bbox_aux_2: 0.1465 (0.1471)  loss_bbox_aux_3: 0.1443 (0.1452)  loss_bbox_aux_4: 0.1411 (0.1446)  loss_bbox_aux_5: 0.1953 (0.1904)  loss_bbox_dn_0: 0.2514 (0.2461)  loss_bbox_dn_1: 0.1812 (0.1781)  loss_bbox_dn_2: 0.1604 (0.1582)  loss_bbox_dn_3: 0.1505 (0.1525)  loss_bbox_dn_4: 0.1485 (0.1511)  loss_bbox_dn_5: 0.1485 (0.1511)  loss_giou: 0.4382 (0.4561)  loss_giou_aux_0: 0.4539 (0.4794)  loss_giou_aux_1: 0.4584 (0.4663)  loss_giou_aux_2: 0.4392 (0.4608)  loss_giou_aux_3: 0.4404 (0.4576)  loss_giou_aux_4: 0.4344 (0.4563)  loss_giou_aux_5: 0.5150 (0.5391)  loss_giou_dn_0: 0.5312 (0.5523)  loss_giou_dn_1: 0.4278 (0.4437)  loss_giou_dn_2: 0.3914 (0.4121)  loss_giou_dn_3: 0.3801 (0.4037)  loss_giou_dn_4: 0.3778 (0.4016)  loss_giou_dn_5: 0.3784 (0.4018)  loss_vfl: 0.6259 (0.6454)  loss_vfl_aux_0: 0.7039 (0.7364)  loss_vfl_aux_1: 0.6744 (0.6940)  loss_vfl_aux_2: 0.6588 (0.6702)  loss_vfl_aux_3: 0.6353 (0.6569)  loss_vfl_aux_4: 0.6316 (0.6494)  loss_vfl_aux_5: 0.7185 (0.7297)  loss_vfl_dn_0: 0.4377 (0.4417)  loss_vfl_dn_1: 0.3697 (0.3761)  loss_vfl_dn_2: 0.3589 (0.3601)  loss_vfl_dn_3: 0.3476 (0.3530)  loss_vfl_dn_4: 0.3461 (0.3505)  loss_vfl_dn_5: 0.3446 (0.3498)  time: 0.4947  data: 0.0168  max mem: 5654
Epoch: [71]  [5700/7393]  eta: 0:13:57  lr: 0.000010  loss: 15.0886 (15.0612)  loss_bbox: 0.1391 (0.1446)  loss_bbox_aux_0: 0.1598 (0.1571)  loss_bbox_aux_1: 0.1547 (0.1499)  loss_bbox_aux_2: 0.1440 (0.1472)  loss_bbox_aux_3: 0.1395 (0.1454)  loss_bbox_aux_4: 0.1393 (0.1447)  loss_bbox_aux_5: 0.2001 (0.1906)  loss_bbox_dn_0: 0.2427 (0.2464)  loss_bbox_dn_1: 0.1771 (0.1783)  loss_bbox_dn_2: 0.1598 (0.1584)  loss_bbox_dn_3: 0.1521 (0.1527)  loss_bbox_dn_4: 0.1500 (0.1513)  loss_bbox_dn_5: 0.1500 (0.1513)  loss_giou: 0.3965 (0.4560)  loss_giou_aux_0: 0.4236 (0.4793)  loss_giou_aux_1: 0.4095 (0.4661)  loss_giou_aux_2: 0.4054 (0.4606)  loss_giou_aux_3: 0.3986 (0.4575)  loss_giou_aux_4: 0.3963 (0.4562)  loss_giou_aux_5: 0.4882 (0.5389)  loss_giou_dn_0: 0.5242 (0.5523)  loss_giou_dn_1: 0.4175 (0.4437)  loss_giou_dn_2: 0.3833 (0.4120)  loss_giou_dn_3: 0.3768 (0.4037)  loss_giou_dn_4: 0.3732 (0.4016)  loss_giou_dn_5: 0.3734 (0.4018)  loss_vfl: 0.6684 (0.6454)  loss_vfl_aux_0: 0.7523 (0.7366)  loss_vfl_aux_1: 0.7081 (0.6941)  loss_vfl_aux_2: 0.6879 (0.6703)  loss_vfl_aux_3: 0.6790 (0.6570)  loss_vfl_aux_4: 0.6783 (0.6495)  loss_vfl_aux_5: 0.7613 (0.7298)  loss_vfl_dn_0: 0.4488 (0.4417)  loss_vfl_dn_1: 0.3703 (0.3761)  loss_vfl_dn_2: 0.3560 (0.3601)  loss_vfl_dn_3: 0.3493 (0.3530)  loss_vfl_dn_4: 0.3485 (0.3505)  loss_vfl_dn_5: 0.3477 (0.3498)  time: 0.4774  data: 0.0171  max mem: 5654
Epoch: [71]  [5800/7393]  eta: 0:13:10  lr: 0.000010  loss: 15.2181 (15.0620)  loss_bbox: 0.1438 (0.1445)  loss_bbox_aux_0: 0.1574 (0.1570)  loss_bbox_aux_1: 0.1565 (0.1498)  loss_bbox_aux_2: 0.1518 (0.1471)  loss_bbox_aux_3: 0.1509 (0.1453)  loss_bbox_aux_4: 0.1441 (0.1446)  loss_bbox_aux_5: 0.1851 (0.1905)  loss_bbox_dn_0: 0.2333 (0.2464)  loss_bbox_dn_1: 0.1732 (0.1783)  loss_bbox_dn_2: 0.1535 (0.1583)  loss_bbox_dn_3: 0.1483 (0.1526)  loss_bbox_dn_4: 0.1471 (0.1513)  loss_bbox_dn_5: 0.1471 (0.1513)  loss_giou: 0.4254 (0.4561)  loss_giou_aux_0: 0.4499 (0.4794)  loss_giou_aux_1: 0.4402 (0.4662)  loss_giou_aux_2: 0.4360 (0.4608)  loss_giou_aux_3: 0.4324 (0.4575)  loss_giou_aux_4: 0.4270 (0.4563)  loss_giou_aux_5: 0.4956 (0.5390)  loss_giou_dn_0: 0.5531 (0.5524)  loss_giou_dn_1: 0.4491 (0.4438)  loss_giou_dn_2: 0.4155 (0.4121)  loss_giou_dn_3: 0.4037 (0.4038)  loss_giou_dn_4: 0.4022 (0.4016)  loss_giou_dn_5: 0.4021 (0.4018)  loss_vfl: 0.6513 (0.6455)  loss_vfl_aux_0: 0.7208 (0.7365)  loss_vfl_aux_1: 0.6911 (0.6940)  loss_vfl_aux_2: 0.6738 (0.6703)  loss_vfl_aux_3: 0.6459 (0.6570)  loss_vfl_aux_4: 0.6480 (0.6495)  loss_vfl_aux_5: 0.7182 (0.7299)  loss_vfl_dn_0: 0.4479 (0.4417)  loss_vfl_dn_1: 0.3836 (0.3761)  loss_vfl_dn_2: 0.3708 (0.3601)  loss_vfl_dn_3: 0.3640 (0.3531)  loss_vfl_dn_4: 0.3607 (0.3506)  loss_vfl_dn_5: 0.3592 (0.3498)  time: 0.8495  data: 0.0167  max mem: 5654
Epoch: [71]  [5900/7393]  eta: 0:12:20  lr: 0.000010  loss: 15.0620 (15.0609)  loss_bbox: 0.1189 (0.1444)  loss_bbox_aux_0: 0.1328 (0.1569)  loss_bbox_aux_1: 0.1245 (0.1497)  loss_bbox_aux_2: 0.1247 (0.1470)  loss_bbox_aux_3: 0.1187 (0.1452)  loss_bbox_aux_4: 0.1193 (0.1445)  loss_bbox_aux_5: 0.1717 (0.1904)  loss_bbox_dn_0: 0.2143 (0.2462)  loss_bbox_dn_1: 0.1534 (0.1782)  loss_bbox_dn_2: 0.1422 (0.1582)  loss_bbox_dn_3: 0.1382 (0.1526)  loss_bbox_dn_4: 0.1356 (0.1512)  loss_bbox_dn_5: 0.1356 (0.1512)  loss_giou: 0.4510 (0.4562)  loss_giou_aux_0: 0.4756 (0.4796)  loss_giou_aux_1: 0.4594 (0.4664)  loss_giou_aux_2: 0.4677 (0.4609)  loss_giou_aux_3: 0.4550 (0.4577)  loss_giou_aux_4: 0.4503 (0.4564)  loss_giou_aux_5: 0.5392 (0.5392)  loss_giou_dn_0: 0.5715 (0.5525)  loss_giou_dn_1: 0.4643 (0.4438)  loss_giou_dn_2: 0.4309 (0.4122)  loss_giou_dn_3: 0.4252 (0.4039)  loss_giou_dn_4: 0.4227 (0.4017)  loss_giou_dn_5: 0.4228 (0.4019)  loss_vfl: 0.6532 (0.6454)  loss_vfl_aux_0: 0.7411 (0.7362)  loss_vfl_aux_1: 0.6745 (0.6938)  loss_vfl_aux_2: 0.6765 (0.6701)  loss_vfl_aux_3: 0.6713 (0.6569)  loss_vfl_aux_4: 0.6617 (0.6494)  loss_vfl_aux_5: 0.7269 (0.7296)  loss_vfl_dn_0: 0.4370 (0.4417)  loss_vfl_dn_1: 0.3692 (0.3761)  loss_vfl_dn_2: 0.3539 (0.3601)  loss_vfl_dn_3: 0.3468 (0.3530)  loss_vfl_dn_4: 0.3444 (0.3506)  loss_vfl_dn_5: 0.3421 (0.3498)  time: 0.4810  data: 0.0168  max mem: 5654
Epoch: [71]  [6000/7393]  eta: 0:11:30  lr: 0.000010  loss: 14.8010 (15.0618)  loss_bbox: 0.1415 (0.1444)  loss_bbox_aux_0: 0.1549 (0.1569)  loss_bbox_aux_1: 0.1532 (0.1497)  loss_bbox_aux_2: 0.1431 (0.1470)  loss_bbox_aux_3: 0.1415 (0.1451)  loss_bbox_aux_4: 0.1404 (0.1445)  loss_bbox_aux_5: 0.1836 (0.1904)  loss_bbox_dn_0: 0.2470 (0.2463)  loss_bbox_dn_1: 0.1789 (0.1782)  loss_bbox_dn_2: 0.1589 (0.1583)  loss_bbox_dn_3: 0.1538 (0.1526)  loss_bbox_dn_4: 0.1519 (0.1512)  loss_bbox_dn_5: 0.1519 (0.1512)  loss_giou: 0.4444 (0.4562)  loss_giou_aux_0: 0.4563 (0.4794)  loss_giou_aux_1: 0.4525 (0.4664)  loss_giou_aux_2: 0.4448 (0.4608)  loss_giou_aux_3: 0.4488 (0.4576)  loss_giou_aux_4: 0.4441 (0.4563)  loss_giou_aux_5: 0.5231 (0.5391)  loss_giou_dn_0: 0.5418 (0.5524)  loss_giou_dn_1: 0.4312 (0.4438)  loss_giou_dn_2: 0.3982 (0.4121)  loss_giou_dn_3: 0.3907 (0.4038)  loss_giou_dn_4: 0.3899 (0.4017)  loss_giou_dn_5: 0.3901 (0.4019)  loss_vfl: 0.6703 (0.6456)  loss_vfl_aux_0: 0.7600 (0.7365)  loss_vfl_aux_1: 0.7069 (0.6941)  loss_vfl_aux_2: 0.6759 (0.6703)  loss_vfl_aux_3: 0.6808 (0.6572)  loss_vfl_aux_4: 0.6675 (0.6496)  loss_vfl_aux_5: 0.7487 (0.7298)  loss_vfl_dn_0: 0.4469 (0.4417)  loss_vfl_dn_1: 0.3759 (0.3761)  loss_vfl_dn_2: 0.3560 (0.3601)  loss_vfl_dn_3: 0.3528 (0.3531)  loss_vfl_dn_4: 0.3493 (0.3506)  loss_vfl_dn_5: 0.3509 (0.3499)  time: 0.4833  data: 0.0167  max mem: 5654
Epoch: [71]  [6100/7393]  eta: 0:10:40  lr: 0.000010  loss: 14.8083 (15.0608)  loss_bbox: 0.1415 (0.1445)  loss_bbox_aux_0: 0.1564 (0.1570)  loss_bbox_aux_1: 0.1448 (0.1498)  loss_bbox_aux_2: 0.1444 (0.1471)  loss_bbox_aux_3: 0.1484 (0.1452)  loss_bbox_aux_4: 0.1415 (0.1446)  loss_bbox_aux_5: 0.1962 (0.1905)  loss_bbox_dn_0: 0.2707 (0.2465)  loss_bbox_dn_1: 0.1917 (0.1784)  loss_bbox_dn_2: 0.1674 (0.1584)  loss_bbox_dn_3: 0.1638 (0.1528)  loss_bbox_dn_4: 0.1620 (0.1514)  loss_bbox_dn_5: 0.1620 (0.1514)  loss_giou: 0.3893 (0.4558)  loss_giou_aux_0: 0.4231 (0.4790)  loss_giou_aux_1: 0.4093 (0.4659)  loss_giou_aux_2: 0.4097 (0.4604)  loss_giou_aux_3: 0.3904 (0.4572)  loss_giou_aux_4: 0.3847 (0.4559)  loss_giou_aux_5: 0.4806 (0.5387)  loss_giou_dn_0: 0.4956 (0.5522)  loss_giou_dn_1: 0.3917 (0.4436)  loss_giou_dn_2: 0.3681 (0.4119)  loss_giou_dn_3: 0.3616 (0.4036)  loss_giou_dn_4: 0.3596 (0.4015)  loss_giou_dn_5: 0.3597 (0.4017)  loss_vfl: 0.6221 (0.6456)  loss_vfl_aux_0: 0.7511 (0.7368)  loss_vfl_aux_1: 0.6953 (0.6943)  loss_vfl_aux_2: 0.6391 (0.6704)  loss_vfl_aux_3: 0.6508 (0.6573)  loss_vfl_aux_4: 0.6398 (0.6497)  loss_vfl_aux_5: 0.7401 (0.7301)  loss_vfl_dn_0: 0.4409 (0.4418)  loss_vfl_dn_1: 0.3685 (0.3761)  loss_vfl_dn_2: 0.3501 (0.3601)  loss_vfl_dn_3: 0.3447 (0.3531)  loss_vfl_dn_4: 0.3429 (0.3506)  loss_vfl_dn_5: 0.3433 (0.3498)  time: 0.4779  data: 0.0169  max mem: 5654
Epoch: [71]  [6200/7393]  eta: 0:09:50  lr: 0.000010  loss: 15.4479 (15.0612)  loss_bbox: 0.1425 (0.1444)  loss_bbox_aux_0: 0.1514 (0.1569)  loss_bbox_aux_1: 0.1516 (0.1497)  loss_bbox_aux_2: 0.1414 (0.1470)  loss_bbox_aux_3: 0.1421 (0.1452)  loss_bbox_aux_4: 0.1425 (0.1445)  loss_bbox_aux_5: 0.1696 (0.1904)  loss_bbox_dn_0: 0.2128 (0.2464)  loss_bbox_dn_1: 0.1717 (0.1783)  loss_bbox_dn_2: 0.1573 (0.1584)  loss_bbox_dn_3: 0.1525 (0.1527)  loss_bbox_dn_4: 0.1515 (0.1513)  loss_bbox_dn_5: 0.1515 (0.1513)  loss_giou: 0.4303 (0.4558)  loss_giou_aux_0: 0.4420 (0.4790)  loss_giou_aux_1: 0.4387 (0.4660)  loss_giou_aux_2: 0.4254 (0.4605)  loss_giou_aux_3: 0.4249 (0.4572)  loss_giou_aux_4: 0.4275 (0.4560)  loss_giou_aux_5: 0.5188 (0.5387)  loss_giou_dn_0: 0.5730 (0.5522)  loss_giou_dn_1: 0.4606 (0.4436)  loss_giou_dn_2: 0.4342 (0.4120)  loss_giou_dn_3: 0.4278 (0.4037)  loss_giou_dn_4: 0.4252 (0.4015)  loss_giou_dn_5: 0.4252 (0.4017)  loss_vfl: 0.6486 (0.6457)  loss_vfl_aux_0: 0.7630 (0.7370)  loss_vfl_aux_1: 0.7102 (0.6945)  loss_vfl_aux_2: 0.6896 (0.6706)  loss_vfl_aux_3: 0.6498 (0.6575)  loss_vfl_aux_4: 0.6464 (0.6498)  loss_vfl_aux_5: 0.7462 (0.7302)  loss_vfl_dn_0: 0.4365 (0.4418)  loss_vfl_dn_1: 0.3714 (0.3761)  loss_vfl_dn_2: 0.3600 (0.3601)  loss_vfl_dn_3: 0.3493 (0.3531)  loss_vfl_dn_4: 0.3452 (0.3506)  loss_vfl_dn_5: 0.3445 (0.3498)  time: 0.4789  data: 0.0167  max mem: 5654
Epoch: [71]  [6300/7393]  eta: 0:09:01  lr: 0.000010  loss: 15.2033 (15.0625)  loss_bbox: 0.1411 (0.1445)  loss_bbox_aux_0: 0.1558 (0.1569)  loss_bbox_aux_1: 0.1417 (0.1498)  loss_bbox_aux_2: 0.1402 (0.1470)  loss_bbox_aux_3: 0.1390 (0.1451)  loss_bbox_aux_4: 0.1412 (0.1445)  loss_bbox_aux_5: 0.1765 (0.1904)  loss_bbox_dn_0: 0.2375 (0.2463)  loss_bbox_dn_1: 0.1669 (0.1783)  loss_bbox_dn_2: 0.1419 (0.1583)  loss_bbox_dn_3: 0.1371 (0.1527)  loss_bbox_dn_4: 0.1337 (0.1513)  loss_bbox_dn_5: 0.1338 (0.1513)  loss_giou: 0.4622 (0.4561)  loss_giou_aux_0: 0.4913 (0.4793)  loss_giou_aux_1: 0.4753 (0.4663)  loss_giou_aux_2: 0.4695 (0.4608)  loss_giou_aux_3: 0.4635 (0.4575)  loss_giou_aux_4: 0.4620 (0.4562)  loss_giou_aux_5: 0.5478 (0.5390)  loss_giou_dn_0: 0.5537 (0.5523)  loss_giou_dn_1: 0.4495 (0.4438)  loss_giou_dn_2: 0.4243 (0.4121)  loss_giou_dn_3: 0.4218 (0.4038)  loss_giou_dn_4: 0.4211 (0.4017)  loss_giou_dn_5: 0.4214 (0.4019)  loss_vfl: 0.6046 (0.6455)  loss_vfl_aux_0: 0.7108 (0.7368)  loss_vfl_aux_1: 0.6741 (0.6942)  loss_vfl_aux_2: 0.6360 (0.6703)  loss_vfl_aux_3: 0.6225 (0.6573)  loss_vfl_aux_4: 0.6102 (0.6496)  loss_vfl_aux_5: 0.7052 (0.7299)  loss_vfl_dn_0: 0.4397 (0.4417)  loss_vfl_dn_1: 0.3764 (0.3761)  loss_vfl_dn_2: 0.3550 (0.3601)  loss_vfl_dn_3: 0.3508 (0.3531)  loss_vfl_dn_4: 0.3472 (0.3506)  loss_vfl_dn_5: 0.3488 (0.3499)  time: 0.4883  data: 0.0164  max mem: 5654
Epoch: [71]  [6400/7393]  eta: 0:08:11  lr: 0.000010  loss: 14.7147 (15.0601)  loss_bbox: 0.1293 (0.1444)  loss_bbox_aux_0: 0.1447 (0.1568)  loss_bbox_aux_1: 0.1380 (0.1497)  loss_bbox_aux_2: 0.1380 (0.1469)  loss_bbox_aux_3: 0.1322 (0.1451)  loss_bbox_aux_4: 0.1306 (0.1444)  loss_bbox_aux_5: 0.1875 (0.1903)  loss_bbox_dn_0: 0.2310 (0.2463)  loss_bbox_dn_1: 0.1601 (0.1783)  loss_bbox_dn_2: 0.1488 (0.1583)  loss_bbox_dn_3: 0.1406 (0.1527)  loss_bbox_dn_4: 0.1366 (0.1513)  loss_bbox_dn_5: 0.1366 (0.1513)  loss_giou: 0.4051 (0.4559)  loss_giou_aux_0: 0.4338 (0.4791)  loss_giou_aux_1: 0.4037 (0.4661)  loss_giou_aux_2: 0.4097 (0.4606)  loss_giou_aux_3: 0.4071 (0.4573)  loss_giou_aux_4: 0.4051 (0.4560)  loss_giou_aux_5: 0.4941 (0.5388)  loss_giou_dn_0: 0.5227 (0.5522)  loss_giou_dn_1: 0.4111 (0.4437)  loss_giou_dn_2: 0.3744 (0.4120)  loss_giou_dn_3: 0.3604 (0.4037)  loss_giou_dn_4: 0.3572 (0.4016)  loss_giou_dn_5: 0.3575 (0.4018)  loss_vfl: 0.6417 (0.6456)  loss_vfl_aux_0: 0.7410 (0.7369)  loss_vfl_aux_1: 0.7014 (0.6942)  loss_vfl_aux_2: 0.6738 (0.6703)  loss_vfl_aux_3: 0.6561 (0.6573)  loss_vfl_aux_4: 0.6517 (0.6497)  loss_vfl_aux_5: 0.7391 (0.7299)  loss_vfl_dn_0: 0.4382 (0.4417)  loss_vfl_dn_1: 0.3658 (0.3761)  loss_vfl_dn_2: 0.3460 (0.3601)  loss_vfl_dn_3: 0.3392 (0.3531)  loss_vfl_dn_4: 0.3387 (0.3506)  loss_vfl_dn_5: 0.3376 (0.3498)  time: 0.4853  data: 0.0169  max mem: 5654
Epoch: [71]  [6500/7393]  eta: 0:07:21  lr: 0.000010  loss: 14.5380 (15.0606)  loss_bbox: 0.1414 (0.1444)  loss_bbox_aux_0: 0.1474 (0.1568)  loss_bbox_aux_1: 0.1441 (0.1497)  loss_bbox_aux_2: 0.1430 (0.1470)  loss_bbox_aux_3: 0.1455 (0.1451)  loss_bbox_aux_4: 0.1411 (0.1445)  loss_bbox_aux_5: 0.1768 (0.1904)  loss_bbox_dn_0: 0.2435 (0.2465)  loss_bbox_dn_1: 0.1773 (0.1784)  loss_bbox_dn_2: 0.1546 (0.1584)  loss_bbox_dn_3: 0.1474 (0.1528)  loss_bbox_dn_4: 0.1453 (0.1514)  loss_bbox_dn_5: 0.1453 (0.1514)  loss_giou: 0.4483 (0.4559)  loss_giou_aux_0: 0.4731 (0.4790)  loss_giou_aux_1: 0.4680 (0.4660)  loss_giou_aux_2: 0.4613 (0.4606)  loss_giou_aux_3: 0.4540 (0.4573)  loss_giou_aux_4: 0.4488 (0.4560)  loss_giou_aux_5: 0.5425 (0.5388)  loss_giou_dn_0: 0.5403 (0.5522)  loss_giou_dn_1: 0.4242 (0.4437)  loss_giou_dn_2: 0.3981 (0.4120)  loss_giou_dn_3: 0.3873 (0.4037)  loss_giou_dn_4: 0.3844 (0.4016)  loss_giou_dn_5: 0.3846 (0.4018)  loss_vfl: 0.6294 (0.6456)  loss_vfl_aux_0: 0.7430 (0.7370)  loss_vfl_aux_1: 0.6938 (0.6943)  loss_vfl_aux_2: 0.6558 (0.6703)  loss_vfl_aux_3: 0.6497 (0.6573)  loss_vfl_aux_4: 0.6362 (0.6497)  loss_vfl_aux_5: 0.7330 (0.7300)  loss_vfl_dn_0: 0.4349 (0.4417)  loss_vfl_dn_1: 0.3732 (0.3761)  loss_vfl_dn_2: 0.3572 (0.3601)  loss_vfl_dn_3: 0.3486 (0.3531)  loss_vfl_dn_4: 0.3465 (0.3506)  loss_vfl_dn_5: 0.3470 (0.3498)  time: 0.4865  data: 0.0170  max mem: 5654
Epoch: [71]  [6600/7393]  eta: 0:06:32  lr: 0.000010  loss: 15.0241 (15.0599)  loss_bbox: 0.1482 (0.1445)  loss_bbox_aux_0: 0.1657 (0.1569)  loss_bbox_aux_1: 0.1537 (0.1498)  loss_bbox_aux_2: 0.1548 (0.1471)  loss_bbox_aux_3: 0.1500 (0.1452)  loss_bbox_aux_4: 0.1553 (0.1446)  loss_bbox_aux_5: 0.1924 (0.1904)  loss_bbox_dn_0: 0.2284 (0.2465)  loss_bbox_dn_1: 0.1614 (0.1784)  loss_bbox_dn_2: 0.1485 (0.1584)  loss_bbox_dn_3: 0.1437 (0.1527)  loss_bbox_dn_4: 0.1428 (0.1514)  loss_bbox_dn_5: 0.1428 (0.1514)  loss_giou: 0.4432 (0.4559)  loss_giou_aux_0: 0.4519 (0.4790)  loss_giou_aux_1: 0.4426 (0.4660)  loss_giou_aux_2: 0.4447 (0.4606)  loss_giou_aux_3: 0.4400 (0.4573)  loss_giou_aux_4: 0.4431 (0.4560)  loss_giou_aux_5: 0.5414 (0.5388)  loss_giou_dn_0: 0.5343 (0.5521)  loss_giou_dn_1: 0.4255 (0.4436)  loss_giou_dn_2: 0.3929 (0.4119)  loss_giou_dn_3: 0.3859 (0.4036)  loss_giou_dn_4: 0.3845 (0.4015)  loss_giou_dn_5: 0.3845 (0.4017)  loss_vfl: 0.6297 (0.6456)  loss_vfl_aux_0: 0.7551 (0.7369)  loss_vfl_aux_1: 0.6948 (0.6942)  loss_vfl_aux_2: 0.6680 (0.6702)  loss_vfl_aux_3: 0.6495 (0.6572)  loss_vfl_aux_4: 0.6306 (0.6496)  loss_vfl_aux_5: 0.7299 (0.7298)  loss_vfl_dn_0: 0.4445 (0.4417)  loss_vfl_dn_1: 0.3796 (0.3761)  loss_vfl_dn_2: 0.3656 (0.3601)  loss_vfl_dn_3: 0.3591 (0.3531)  loss_vfl_dn_4: 0.3560 (0.3506)  loss_vfl_dn_5: 0.3519 (0.3498)  time: 0.4786  data: 0.0166  max mem: 5654
Epoch: [71]  [6700/7393]  eta: 0:05:42  lr: 0.000010  loss: 15.2571 (15.0604)  loss_bbox: 0.1345 (0.1445)  loss_bbox_aux_0: 0.1415 (0.1568)  loss_bbox_aux_1: 0.1352 (0.1497)  loss_bbox_aux_2: 0.1353 (0.1470)  loss_bbox_aux_3: 0.1340 (0.1452)  loss_bbox_aux_4: 0.1346 (0.1445)  loss_bbox_aux_5: 0.1704 (0.1904)  loss_bbox_dn_0: 0.2114 (0.2465)  loss_bbox_dn_1: 0.1538 (0.1783)  loss_bbox_dn_2: 0.1348 (0.1584)  loss_bbox_dn_3: 0.1268 (0.1527)  loss_bbox_dn_4: 0.1254 (0.1513)  loss_bbox_dn_5: 0.1255 (0.1514)  loss_giou: 0.4257 (0.4558)  loss_giou_aux_0: 0.4727 (0.4789)  loss_giou_aux_1: 0.4350 (0.4659)  loss_giou_aux_2: 0.4343 (0.4605)  loss_giou_aux_3: 0.4294 (0.4572)  loss_giou_aux_4: 0.4243 (0.4560)  loss_giou_aux_5: 0.5184 (0.5387)  loss_giou_dn_0: 0.5459 (0.5521)  loss_giou_dn_1: 0.4407 (0.4436)  loss_giou_dn_2: 0.4007 (0.4119)  loss_giou_dn_3: 0.3946 (0.4036)  loss_giou_dn_4: 0.3954 (0.4015)  loss_giou_dn_5: 0.3954 (0.4017)  loss_vfl: 0.6543 (0.6458)  loss_vfl_aux_0: 0.7603 (0.7372)  loss_vfl_aux_1: 0.7093 (0.6945)  loss_vfl_aux_2: 0.6846 (0.6704)  loss_vfl_aux_3: 0.6715 (0.6574)  loss_vfl_aux_4: 0.6623 (0.6498)  loss_vfl_aux_5: 0.7365 (0.7300)  loss_vfl_dn_0: 0.4452 (0.4418)  loss_vfl_dn_1: 0.3799 (0.3761)  loss_vfl_dn_2: 0.3679 (0.3601)  loss_vfl_dn_3: 0.3632 (0.3531)  loss_vfl_dn_4: 0.3622 (0.3506)  loss_vfl_dn_5: 0.3602 (0.3498)  time: 0.4803  data: 0.0165  max mem: 5654
Epoch: [71]  [6800/7393]  eta: 0:04:53  lr: 0.000010  loss: 14.6431 (15.0601)  loss_bbox: 0.1500 (0.1445)  loss_bbox_aux_0: 0.1582 (0.1568)  loss_bbox_aux_1: 0.1585 (0.1498)  loss_bbox_aux_2: 0.1546 (0.1471)  loss_bbox_aux_3: 0.1510 (0.1452)  loss_bbox_aux_4: 0.1503 (0.1446)  loss_bbox_aux_5: 0.1924 (0.1904)  loss_bbox_dn_0: 0.2582 (0.2466)  loss_bbox_dn_1: 0.1925 (0.1785)  loss_bbox_dn_2: 0.1730 (0.1585)  loss_bbox_dn_3: 0.1669 (0.1529)  loss_bbox_dn_4: 0.1655 (0.1515)  loss_bbox_dn_5: 0.1655 (0.1515)  loss_giou: 0.4372 (0.4556)  loss_giou_aux_0: 0.4394 (0.4786)  loss_giou_aux_1: 0.4265 (0.4657)  loss_giou_aux_2: 0.4291 (0.4603)  loss_giou_aux_3: 0.4373 (0.4570)  loss_giou_aux_4: 0.4363 (0.4558)  loss_giou_aux_5: 0.4918 (0.5384)  loss_giou_dn_0: 0.5295 (0.5520)  loss_giou_dn_1: 0.4327 (0.4435)  loss_giou_dn_2: 0.3971 (0.4118)  loss_giou_dn_3: 0.3874 (0.4035)  loss_giou_dn_4: 0.3869 (0.4014)  loss_giou_dn_5: 0.3870 (0.4016)  loss_vfl: 0.6148 (0.6458)  loss_vfl_aux_0: 0.7222 (0.7374)  loss_vfl_aux_1: 0.6620 (0.6945)  loss_vfl_aux_2: 0.6443 (0.6704)  loss_vfl_aux_3: 0.6312 (0.6574)  loss_vfl_aux_4: 0.6246 (0.6499)  loss_vfl_aux_5: 0.7096 (0.7301)  loss_vfl_dn_0: 0.4334 (0.4418)  loss_vfl_dn_1: 0.3735 (0.3761)  loss_vfl_dn_2: 0.3561 (0.3601)  loss_vfl_dn_3: 0.3492 (0.3531)  loss_vfl_dn_4: 0.3496 (0.3506)  loss_vfl_dn_5: 0.3481 (0.3498)  time: 0.4804  data: 0.0168  max mem: 5654
Epoch: [71]  [6900/7393]  eta: 0:04:03  lr: 0.000010  loss: 15.4148 (15.0587)  loss_bbox: 0.1420 (0.1445)  loss_bbox_aux_0: 0.1445 (0.1568)  loss_bbox_aux_1: 0.1427 (0.1498)  loss_bbox_aux_2: 0.1469 (0.1471)  loss_bbox_aux_3: 0.1433 (0.1452)  loss_bbox_aux_4: 0.1419 (0.1446)  loss_bbox_aux_5: 0.1889 (0.1904)  loss_bbox_dn_0: 0.2352 (0.2466)  loss_bbox_dn_1: 0.1734 (0.1784)  loss_bbox_dn_2: 0.1571 (0.1585)  loss_bbox_dn_3: 0.1574 (0.1529)  loss_bbox_dn_4: 0.1565 (0.1515)  loss_bbox_dn_5: 0.1565 (0.1515)  loss_giou: 0.4682 (0.4555)  loss_giou_aux_0: 0.4756 (0.4786)  loss_giou_aux_1: 0.4662 (0.4656)  loss_giou_aux_2: 0.4779 (0.4602)  loss_giou_aux_3: 0.4738 (0.4569)  loss_giou_aux_4: 0.4749 (0.4557)  loss_giou_aux_5: 0.5436 (0.5384)  loss_giou_dn_0: 0.5594 (0.5518)  loss_giou_dn_1: 0.4551 (0.4434)  loss_giou_dn_2: 0.4224 (0.4117)  loss_giou_dn_3: 0.4162 (0.4034)  loss_giou_dn_4: 0.4144 (0.4013)  loss_giou_dn_5: 0.4145 (0.4015)  loss_vfl: 0.6475 (0.6458)  loss_vfl_aux_0: 0.7503 (0.7373)  loss_vfl_aux_1: 0.6894 (0.6945)  loss_vfl_aux_2: 0.6810 (0.6705)  loss_vfl_aux_3: 0.6737 (0.6574)  loss_vfl_aux_4: 0.6614 (0.6498)  loss_vfl_aux_5: 0.7254 (0.7301)  loss_vfl_dn_0: 0.4473 (0.4418)  loss_vfl_dn_1: 0.3827 (0.3761)  loss_vfl_dn_2: 0.3688 (0.3601)  loss_vfl_dn_3: 0.3574 (0.3531)  loss_vfl_dn_4: 0.3558 (0.3505)  loss_vfl_dn_5: 0.3548 (0.3498)  time: 0.4752  data: 0.0169  max mem: 5654
Epoch: [71]  [7000/7393]  eta: 0:03:14  lr: 0.000010  loss: 15.3200 (15.0590)  loss_bbox: 0.1337 (0.1445)  loss_bbox_aux_0: 0.1429 (0.1569)  loss_bbox_aux_1: 0.1370 (0.1498)  loss_bbox_aux_2: 0.1352 (0.1471)  loss_bbox_aux_3: 0.1321 (0.1452)  loss_bbox_aux_4: 0.1303 (0.1446)  loss_bbox_aux_5: 0.1728 (0.1905)  loss_bbox_dn_0: 0.2470 (0.2466)  loss_bbox_dn_1: 0.1669 (0.1785)  loss_bbox_dn_2: 0.1467 (0.1585)  loss_bbox_dn_3: 0.1396 (0.1529)  loss_bbox_dn_4: 0.1384 (0.1515)  loss_bbox_dn_5: 0.1384 (0.1515)  loss_giou: 0.4097 (0.4555)  loss_giou_aux_0: 0.4364 (0.4786)  loss_giou_aux_1: 0.4235 (0.4656)  loss_giou_aux_2: 0.4291 (0.4602)  loss_giou_aux_3: 0.4123 (0.4570)  loss_giou_aux_4: 0.4127 (0.4557)  loss_giou_aux_5: 0.5082 (0.5384)  loss_giou_dn_0: 0.5330 (0.5519)  loss_giou_dn_1: 0.4270 (0.4434)  loss_giou_dn_2: 0.3890 (0.4117)  loss_giou_dn_3: 0.3840 (0.4034)  loss_giou_dn_4: 0.3821 (0.4013)  loss_giou_dn_5: 0.3823 (0.4015)  loss_vfl: 0.6560 (0.6458)  loss_vfl_aux_0: 0.7550 (0.7372)  loss_vfl_aux_1: 0.7064 (0.6945)  loss_vfl_aux_2: 0.6828 (0.6704)  loss_vfl_aux_3: 0.6644 (0.6574)  loss_vfl_aux_4: 0.6619 (0.6499)  loss_vfl_aux_5: 0.7252 (0.7301)  loss_vfl_dn_0: 0.4468 (0.4418)  loss_vfl_dn_1: 0.3850 (0.3761)  loss_vfl_dn_2: 0.3679 (0.3601)  loss_vfl_dn_3: 0.3626 (0.3531)  loss_vfl_dn_4: 0.3555 (0.3505)  loss_vfl_dn_5: 0.3575 (0.3498)  time: 0.4830  data: 0.0169  max mem: 5654
Epoch: [71]  [7100/7393]  eta: 0:02:24  lr: 0.000010  loss: 14.8793 (15.0582)  loss_bbox: 0.1409 (0.1445)  loss_bbox_aux_0: 0.1560 (0.1569)  loss_bbox_aux_1: 0.1472 (0.1499)  loss_bbox_aux_2: 0.1507 (0.1471)  loss_bbox_aux_3: 0.1426 (0.1452)  loss_bbox_aux_4: 0.1400 (0.1446)  loss_bbox_aux_5: 0.1820 (0.1905)  loss_bbox_dn_0: 0.2256 (0.2467)  loss_bbox_dn_1: 0.1655 (0.1785)  loss_bbox_dn_2: 0.1510 (0.1586)  loss_bbox_dn_3: 0.1454 (0.1529)  loss_bbox_dn_4: 0.1450 (0.1515)  loss_bbox_dn_5: 0.1453 (0.1515)  loss_giou: 0.4444 (0.4554)  loss_giou_aux_0: 0.4637 (0.4785)  loss_giou_aux_1: 0.4622 (0.4655)  loss_giou_aux_2: 0.4563 (0.4601)  loss_giou_aux_3: 0.4513 (0.4568)  loss_giou_aux_4: 0.4425 (0.4555)  loss_giou_aux_5: 0.5203 (0.5382)  loss_giou_dn_0: 0.5419 (0.5518)  loss_giou_dn_1: 0.4331 (0.4433)  loss_giou_dn_2: 0.4058 (0.4116)  loss_giou_dn_3: 0.3960 (0.4033)  loss_giou_dn_4: 0.3923 (0.4012)  loss_giou_dn_5: 0.3923 (0.4014)  loss_vfl: 0.6742 (0.6459)  loss_vfl_aux_0: 0.7397 (0.7373)  loss_vfl_aux_1: 0.7008 (0.6945)  loss_vfl_aux_2: 0.6593 (0.6704)  loss_vfl_aux_3: 0.6732 (0.6575)  loss_vfl_aux_4: 0.6723 (0.6500)  loss_vfl_aux_5: 0.7201 (0.7301)  loss_vfl_dn_0: 0.4463 (0.4418)  loss_vfl_dn_1: 0.3761 (0.3761)  loss_vfl_dn_2: 0.3624 (0.3601)  loss_vfl_dn_3: 0.3551 (0.3531)  loss_vfl_dn_4: 0.3535 (0.3505)  loss_vfl_dn_5: 0.3522 (0.3498)  time: 0.4787  data: 0.0165  max mem: 5654
Epoch: [71]  [7200/7393]  eta: 0:01:35  lr: 0.000010  loss: 15.4826 (15.0550)  loss_bbox: 0.1438 (0.1445)  loss_bbox_aux_0: 0.1597 (0.1569)  loss_bbox_aux_1: 0.1413 (0.1498)  loss_bbox_aux_2: 0.1415 (0.1471)  loss_bbox_aux_3: 0.1425 (0.1452)  loss_bbox_aux_4: 0.1426 (0.1445)  loss_bbox_aux_5: 0.1897 (0.1905)  loss_bbox_dn_0: 0.2307 (0.2466)  loss_bbox_dn_1: 0.1780 (0.1785)  loss_bbox_dn_2: 0.1539 (0.1585)  loss_bbox_dn_3: 0.1490 (0.1528)  loss_bbox_dn_4: 0.1468 (0.1514)  loss_bbox_dn_5: 0.1468 (0.1515)  loss_giou: 0.4789 (0.4552)  loss_giou_aux_0: 0.5063 (0.4784)  loss_giou_aux_1: 0.4844 (0.4653)  loss_giou_aux_2: 0.4848 (0.4599)  loss_giou_aux_3: 0.4804 (0.4566)  loss_giou_aux_4: 0.4825 (0.4554)  loss_giou_aux_5: 0.5402 (0.5381)  loss_giou_dn_0: 0.5861 (0.5516)  loss_giou_dn_1: 0.4762 (0.4431)  loss_giou_dn_2: 0.4483 (0.4115)  loss_giou_dn_3: 0.4401 (0.4032)  loss_giou_dn_4: 0.4361 (0.4011)  loss_giou_dn_5: 0.4359 (0.4012)  loss_vfl: 0.6397 (0.6459)  loss_vfl_aux_0: 0.7172 (0.7372)  loss_vfl_aux_1: 0.6835 (0.6944)  loss_vfl_aux_2: 0.6612 (0.6703)  loss_vfl_aux_3: 0.6520 (0.6575)  loss_vfl_aux_4: 0.6541 (0.6500)  loss_vfl_aux_5: 0.7119 (0.7300)  loss_vfl_dn_0: 0.4437 (0.4418)  loss_vfl_dn_1: 0.3888 (0.3761)  loss_vfl_dn_2: 0.3703 (0.3600)  loss_vfl_dn_3: 0.3649 (0.3530)  loss_vfl_dn_4: 0.3635 (0.3505)  loss_vfl_dn_5: 0.3627 (0.3498)  time: 0.4798  data: 0.0166  max mem: 5654
Epoch: [71]  [7300/7393]  eta: 0:00:45  lr: 0.000010  loss: 14.5716 (15.0561)  loss_bbox: 0.1385 (0.1445)  loss_bbox_aux_0: 0.1489 (0.1569)  loss_bbox_aux_1: 0.1429 (0.1499)  loss_bbox_aux_2: 0.1416 (0.1471)  loss_bbox_aux_3: 0.1413 (0.1452)  loss_bbox_aux_4: 0.1356 (0.1446)  loss_bbox_aux_5: 0.1765 (0.1905)  loss_bbox_dn_0: 0.2246 (0.2467)  loss_bbox_dn_1: 0.1553 (0.1785)  loss_bbox_dn_2: 0.1442 (0.1585)  loss_bbox_dn_3: 0.1355 (0.1529)  loss_bbox_dn_4: 0.1354 (0.1515)  loss_bbox_dn_5: 0.1354 (0.1515)  loss_giou: 0.4129 (0.4553)  loss_giou_aux_0: 0.4402 (0.4784)  loss_giou_aux_1: 0.4191 (0.4654)  loss_giou_aux_2: 0.4181 (0.4600)  loss_giou_aux_3: 0.4068 (0.4567)  loss_giou_aux_4: 0.4128 (0.4555)  loss_giou_aux_5: 0.5069 (0.5381)  loss_giou_dn_0: 0.5319 (0.5516)  loss_giou_dn_1: 0.4133 (0.4432)  loss_giou_dn_2: 0.3709 (0.4115)  loss_giou_dn_3: 0.3606 (0.4032)  loss_giou_dn_4: 0.3578 (0.4011)  loss_giou_dn_5: 0.3578 (0.4013)  loss_vfl: 0.6323 (0.6459)  loss_vfl_aux_0: 0.7146 (0.7371)  loss_vfl_aux_1: 0.6784 (0.6945)  loss_vfl_aux_2: 0.6718 (0.6704)  loss_vfl_aux_3: 0.6464 (0.6575)  loss_vfl_aux_4: 0.6394 (0.6500)  loss_vfl_aux_5: 0.7157 (0.7301)  loss_vfl_dn_0: 0.4393 (0.4418)  loss_vfl_dn_1: 0.3807 (0.3761)  loss_vfl_dn_2: 0.3597 (0.3600)  loss_vfl_dn_3: 0.3494 (0.3530)  loss_vfl_dn_4: 0.3469 (0.3505)  loss_vfl_dn_5: 0.3456 (0.3497)  time: 0.4874  data: 0.0166  max mem: 5654
Epoch: [71]  [7392/7393]  eta: 0:00:00  lr: 0.000010  loss: 15.0632 (15.0590)  loss_bbox: 0.1340 (0.1446)  loss_bbox_aux_0: 0.1550 (0.1570)  loss_bbox_aux_1: 0.1386 (0.1499)  loss_bbox_aux_2: 0.1414 (0.1472)  loss_bbox_aux_3: 0.1441 (0.1452)  loss_bbox_aux_4: 0.1364 (0.1446)  loss_bbox_aux_5: 0.1741 (0.1906)  loss_bbox_dn_0: 0.2561 (0.2466)  loss_bbox_dn_1: 0.1788 (0.1785)  loss_bbox_dn_2: 0.1609 (0.1585)  loss_bbox_dn_3: 0.1616 (0.1529)  loss_bbox_dn_4: 0.1609 (0.1515)  loss_bbox_dn_5: 0.1610 (0.1515)  loss_giou: 0.4717 (0.4556)  loss_giou_aux_0: 0.5032 (0.4787)  loss_giou_aux_1: 0.4857 (0.4657)  loss_giou_aux_2: 0.4767 (0.4603)  loss_giou_aux_3: 0.4731 (0.4570)  loss_giou_aux_4: 0.4754 (0.4558)  loss_giou_aux_5: 0.5603 (0.5383)  loss_giou_dn_0: 0.5748 (0.5518)  loss_giou_dn_1: 0.4714 (0.4434)  loss_giou_dn_2: 0.4429 (0.4117)  loss_giou_dn_3: 0.4331 (0.4034)  loss_giou_dn_4: 0.4308 (0.4013)  loss_giou_dn_5: 0.4308 (0.4015)  loss_vfl: 0.6155 (0.6458)  loss_vfl_aux_0: 0.7237 (0.7370)  loss_vfl_aux_1: 0.6682 (0.6944)  loss_vfl_aux_2: 0.6454 (0.6703)  loss_vfl_aux_3: 0.6376 (0.6575)  loss_vfl_aux_4: 0.6169 (0.6499)  loss_vfl_aux_5: 0.6932 (0.7299)  loss_vfl_dn_0: 0.4353 (0.4418)  loss_vfl_dn_1: 0.3720 (0.3761)  loss_vfl_dn_2: 0.3589 (0.3600)  loss_vfl_dn_3: 0.3533 (0.3530)  loss_vfl_dn_4: 0.3520 (0.3505)  loss_vfl_dn_5: 0.3512 (0.3498)  time: 0.4849  data: 0.0170  max mem: 5654
Epoch: [71] Total time: 1:00:54 (0.4943 s / it)
Averaged stats: lr: 0.000010  loss: 15.0632 (15.0590)  loss_bbox: 0.1340 (0.1446)  loss_bbox_aux_0: 0.1550 (0.1570)  loss_bbox_aux_1: 0.1386 (0.1499)  loss_bbox_aux_2: 0.1414 (0.1472)  loss_bbox_aux_3: 0.1441 (0.1452)  loss_bbox_aux_4: 0.1364 (0.1446)  loss_bbox_aux_5: 0.1741 (0.1906)  loss_bbox_dn_0: 0.2561 (0.2466)  loss_bbox_dn_1: 0.1788 (0.1785)  loss_bbox_dn_2: 0.1609 (0.1585)  loss_bbox_dn_3: 0.1616 (0.1529)  loss_bbox_dn_4: 0.1609 (0.1515)  loss_bbox_dn_5: 0.1610 (0.1515)  loss_giou: 0.4717 (0.4556)  loss_giou_aux_0: 0.5032 (0.4787)  loss_giou_aux_1: 0.4857 (0.4657)  loss_giou_aux_2: 0.4767 (0.4603)  loss_giou_aux_3: 0.4731 (0.4570)  loss_giou_aux_4: 0.4754 (0.4558)  loss_giou_aux_5: 0.5603 (0.5383)  loss_giou_dn_0: 0.5748 (0.5518)  loss_giou_dn_1: 0.4714 (0.4434)  loss_giou_dn_2: 0.4429 (0.4117)  loss_giou_dn_3: 0.4331 (0.4034)  loss_giou_dn_4: 0.4308 (0.4013)  loss_giou_dn_5: 0.4308 (0.4015)  loss_vfl: 0.6155 (0.6458)  loss_vfl_aux_0: 0.7237 (0.7370)  loss_vfl_aux_1: 0.6682 (0.6944)  loss_vfl_aux_2: 0.6454 (0.6703)  loss_vfl_aux_3: 0.6376 (0.6575)  loss_vfl_aux_4: 0.6169 (0.6499)  loss_vfl_aux_5: 0.6932 (0.7299)  loss_vfl_dn_0: 0.4353 (0.4418)  loss_vfl_dn_1: 0.3720 (0.3761)  loss_vfl_dn_2: 0.3589 (0.3600)  loss_vfl_dn_3: 0.3533 (0.3530)  loss_vfl_dn_4: 0.3520 (0.3505)  loss_vfl_dn_5: 0.3512 (0.3498)
Test:  [  0/157]  eta: 0:04:22    time: 1.6725  data: 1.2594  max mem: 5654
Test:  [ 10/157]  eta: 0:01:15    time: 0.5165  data: 0.1388  max mem: 5654
Test:  [ 20/157]  eta: 0:01:02    time: 0.3930  data: 0.0260  max mem: 5654
Test:  [ 30/157]  eta: 0:01:25    time: 0.7555  data: 0.0257  max mem: 5654
Test:  [ 40/157]  eta: 0:01:10    time: 0.7572  data: 0.0261  max mem: 5654
Test:  [ 50/157]  eta: 0:01:00    time: 0.3943  data: 0.0259  max mem: 5654
Test:  [ 60/157]  eta: 0:00:52    time: 0.4017  data: 0.0262  max mem: 5654
Test:  [ 70/157]  eta: 0:00:44    time: 0.3945  data: 0.0262  max mem: 5654
Test:  [ 80/157]  eta: 0:00:38    time: 0.3943  data: 0.0257  max mem: 5654
Test:  [ 90/157]  eta: 0:00:32    time: 0.3999  data: 0.0260  max mem: 5654
Test:  [100/157]  eta: 0:00:27    time: 0.3890  data: 0.0261  max mem: 5654
Test:  [110/157]  eta: 0:00:22    time: 0.3977  data: 0.0261  max mem: 5654
Test:  [120/157]  eta: 0:00:17    time: 0.4021  data: 0.0266  max mem: 5654
Test:  [130/157]  eta: 0:00:12    time: 0.3962  data: 0.0272  max mem: 5654
Test:  [140/157]  eta: 0:00:08    time: 0.6999  data: 0.0266  max mem: 5654
Test:  [150/157]  eta: 0:00:03    time: 0.6816  data: 0.0259  max mem: 5654
Test:  [156/157]  eta: 0:00:00    time: 0.3600  data: 0.0253  max mem: 5654
Test: Total time: 0:01:16 (0.4880 s / it)
Averaged stats: 
Accumulating evaluation results...
DONE (t=33.88s).
IoU metric: bbox
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.531
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.713
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.571
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.357
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.576
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.705
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.391
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.656
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.723
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.557
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.773
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.886
best_stat:  {'epoch': 62, 'coco_eval_bbox': 0.5319983068652298}
Training time 3 days, 2:26:23